| distributed init (rank 0): env://, gpu 0 | distributed init (rank 3): env://, gpu 3 | distributed init (rank 1): env://, gpu 1 | distributed init (rank 2): env://, gpu 2 [15:35:54.368687] job dir: /mnt/localDisk2/wgj/FSFM-3C/codespace/fsfm-3c/pretrain [15:35:54.368784] Namespace(batch_size=256, epochs=800, accum_iter=4, model='fsfm_vit_base_patch16', input_size=224, patch_size=16, normalize_from_IMN=False, apply_simple_augment=False, mask_ratio=0.75, norm_pix_loss=True, weight_sfr=0.007, cl_loss='SimSiam', cl_sample='all', weight_cl=0.1, t_momentum=0.996, weight_decay=0.05, lr=None, blr=0.00015, min_lr=0.0, warmup_epochs=40, data_path=['../../datasets/pretrain_datasets/VGG-Face2'], output_dir='./checkpoint/VF2_ViT-B', log_dir='./checkpoint/VF2_ViT-B', device='cuda', seed=0, resume='', resume_target_encoder='', start_epoch=0, num_workers=40, pin_mem=True, world_size=4, local_rank=0, dist_on_itp=False, dist_url='env://', rank=0, gpu=0, distributed=True, dist_backend='nccl') [15:35:55.005422] Sampler_train = [15:35:55.005561] [INFO]log dir: %./checkpoint/VF2_ViT-B [15:35:59.377296] _IncompatibleKeys(missing_keys=[], unexpected_keys=['decoder_pos_embed', 'predictor.projection_head.0.weight', 'predictor.projection_head.0.bias', 'predictor.projection_head.1.weight', 'predictor.projection_head.1.bias', 'predictor.projection_head.3.weight', 'predictor.projection_head.3.bias', 'decoder_embed.weight', 'decoder_embed.bias', 'decoder_blocks.0.norm1.weight', 'decoder_blocks.0.norm1.bias', 'decoder_blocks.0.attn.qkv.weight', 'decoder_blocks.0.attn.qkv.bias', 'decoder_blocks.0.attn.proj.weight', 'decoder_blocks.0.attn.proj.bias', 'decoder_blocks.0.norm2.weight', 'decoder_blocks.0.norm2.bias', 'decoder_blocks.0.mlp.fc1.weight', 'decoder_blocks.0.mlp.fc1.bias', 'decoder_blocks.0.mlp.fc2.weight', 'decoder_blocks.0.mlp.fc2.bias', 'decoder_blocks.1.norm1.weight', 'decoder_blocks.1.norm1.bias', 'decoder_blocks.1.attn.qkv.weight', 'decoder_blocks.1.attn.qkv.bias', 'decoder_blocks.1.attn.proj.weight', 'decoder_blocks.1.attn.proj.bias', 'decoder_blocks.1.norm2.weight', 'decoder_blocks.1.norm2.bias', 'decoder_blocks.1.mlp.fc1.weight', 'decoder_blocks.1.mlp.fc1.bias', 'decoder_blocks.1.mlp.fc2.weight', 'decoder_blocks.1.mlp.fc2.bias', 'decoder_blocks.2.norm1.weight', 'decoder_blocks.2.norm1.bias', 'decoder_blocks.2.attn.qkv.weight', 'decoder_blocks.2.attn.qkv.bias', 'decoder_blocks.2.attn.proj.weight', 'decoder_blocks.2.attn.proj.bias', 'decoder_blocks.2.norm2.weight', 'decoder_blocks.2.norm2.bias', 'decoder_blocks.2.mlp.fc1.weight', 'decoder_blocks.2.mlp.fc1.bias', 'decoder_blocks.2.mlp.fc2.weight', 'decoder_blocks.2.mlp.fc2.bias', 'decoder_blocks.3.norm1.weight', 'decoder_blocks.3.norm1.bias', 'decoder_blocks.3.attn.qkv.weight', 'decoder_blocks.3.attn.qkv.bias', 'decoder_blocks.3.attn.proj.weight', 'decoder_blocks.3.attn.proj.bias', 'decoder_blocks.3.norm2.weight', 'decoder_blocks.3.norm2.bias', 'decoder_blocks.3.mlp.fc1.weight', 'decoder_blocks.3.mlp.fc1.bias', 'decoder_blocks.3.mlp.fc2.weight', 'decoder_blocks.3.mlp.fc2.bias', 'decoder_blocks.4.norm1.weight', 'decoder_blocks.4.norm1.bias', 'decoder_blocks.4.attn.qkv.weight', 'decoder_blocks.4.attn.qkv.bias', 'decoder_blocks.4.attn.proj.weight', 'decoder_blocks.4.attn.proj.bias', 'decoder_blocks.4.norm2.weight', 'decoder_blocks.4.norm2.bias', 'decoder_blocks.4.mlp.fc1.weight', 'decoder_blocks.4.mlp.fc1.bias', 'decoder_blocks.4.mlp.fc2.weight', 'decoder_blocks.4.mlp.fc2.bias', 'decoder_blocks.5.norm1.weight', 'decoder_blocks.5.norm1.bias', 'decoder_blocks.5.attn.qkv.weight', 'decoder_blocks.5.attn.qkv.bias', 'decoder_blocks.5.attn.proj.weight', 'decoder_blocks.5.attn.proj.bias', 'decoder_blocks.5.norm2.weight', 'decoder_blocks.5.norm2.bias', 'decoder_blocks.5.mlp.fc1.weight', 'decoder_blocks.5.mlp.fc1.bias', 'decoder_blocks.5.mlp.fc2.weight', 'decoder_blocks.5.mlp.fc2.bias', 'decoder_blocks.6.norm1.weight', 'decoder_blocks.6.norm1.bias', 'decoder_blocks.6.attn.qkv.weight', 'decoder_blocks.6.attn.qkv.bias', 'decoder_blocks.6.attn.proj.weight', 'decoder_blocks.6.attn.proj.bias', 'decoder_blocks.6.norm2.weight', 'decoder_blocks.6.norm2.bias', 'decoder_blocks.6.mlp.fc1.weight', 'decoder_blocks.6.mlp.fc1.bias', 'decoder_blocks.6.mlp.fc2.weight', 'decoder_blocks.6.mlp.fc2.bias', 'decoder_blocks.7.norm1.weight', 'decoder_blocks.7.norm1.bias', 'decoder_blocks.7.attn.qkv.weight', 'decoder_blocks.7.attn.qkv.bias', 'decoder_blocks.7.attn.proj.weight', 'decoder_blocks.7.attn.proj.bias', 'decoder_blocks.7.norm2.weight', 'decoder_blocks.7.norm2.bias', 'decoder_blocks.7.mlp.fc1.weight', 'decoder_blocks.7.mlp.fc1.bias', 'decoder_blocks.7.mlp.fc2.weight', 'decoder_blocks.7.mlp.fc2.bias', 'decoder_norm.weight', 'decoder_norm.bias', 'decoder_pred.weight', 'decoder_pred.bias']) [15:36:00.705681] ========================================================================================== Layer (type:depth-idx) Output Shape Param # ========================================================================================== ├─PatchEmbed: 1-1 [-1, 196, 768] -- | └─Conv2d: 2-1 [-1, 768, 14, 14] 590,592 ├─ModuleList: 1 [] -- | └─Block: 2-2 [-1, 50, 768] -- | | └─LayerNorm: 3-1 [-1, 50, 768] 1,536 | | └─Attention: 3-2 [-1, 50, 768] 2,362,368 | | └─Identity: 3-3 [-1, 50, 768] -- | | └─LayerNorm: 3-4 [-1, 50, 768] 1,536 | | └─Mlp: 3-5 [-1, 50, 768] 4,722,432 | | └─Identity: 3-6 [-1, 50, 768] -- | └─Block: 2-3 [-1, 50, 768] -- | | └─LayerNorm: 3-7 [-1, 50, 768] 1,536 | | └─Attention: 3-8 [-1, 50, 768] 2,362,368 | | └─Identity: 3-9 [-1, 50, 768] -- | | └─LayerNorm: 3-10 [-1, 50, 768] 1,536 | | └─Mlp: 3-11 [-1, 50, 768] 4,722,432 | | └─Identity: 3-12 [-1, 50, 768] -- | └─Block: 2-4 [-1, 50, 768] -- | | └─LayerNorm: 3-13 [-1, 50, 768] 1,536 | | └─Attention: 3-14 [-1, 50, 768] 2,362,368 | | └─Identity: 3-15 [-1, 50, 768] -- | | └─LayerNorm: 3-16 [-1, 50, 768] 1,536 | | └─Mlp: 3-17 [-1, 50, 768] 4,722,432 | | └─Identity: 3-18 [-1, 50, 768] -- | └─Block: 2-5 [-1, 50, 768] -- | | └─LayerNorm: 3-19 [-1, 50, 768] 1,536 | | └─Attention: 3-20 [-1, 50, 768] 2,362,368 | | └─Identity: 3-21 [-1, 50, 768] -- | | └─LayerNorm: 3-22 [-1, 50, 768] 1,536 | | └─Mlp: 3-23 [-1, 50, 768] 4,722,432 | | └─Identity: 3-24 [-1, 50, 768] -- | └─Block: 2-6 [-1, 50, 768] -- | | └─LayerNorm: 3-25 [-1, 50, 768] 1,536 | | └─Attention: 3-26 [-1, 50, 768] 2,362,368 | | └─Identity: 3-27 [-1, 50, 768] -- | | └─LayerNorm: 3-28 [-1, 50, 768] 1,536 | | └─Mlp: 3-29 [-1, 50, 768] 4,722,432 | | └─Identity: 3-30 [-1, 50, 768] -- | └─Block: 2-7 [-1, 50, 768] -- | | └─LayerNorm: 3-31 [-1, 50, 768] 1,536 | | └─Attention: 3-32 [-1, 50, 768] 2,362,368 | | └─Identity: 3-33 [-1, 50, 768] -- | | └─LayerNorm: 3-34 [-1, 50, 768] 1,536 | | └─Mlp: 3-35 [-1, 50, 768] 4,722,432 | | └─Identity: 3-36 [-1, 50, 768] -- | └─Block: 2-8 [-1, 50, 768] -- | | └─LayerNorm: 3-37 [-1, 50, 768] 1,536 | | └─Attention: 3-38 [-1, 50, 768] 2,362,368 | | └─Identity: 3-39 [-1, 50, 768] -- | | └─LayerNorm: 3-40 [-1, 50, 768] 1,536 | | └─Mlp: 3-41 [-1, 50, 768] 4,722,432 | | └─Identity: 3-42 [-1, 50, 768] -- | └─Block: 2-9 [-1, 50, 768] -- | | └─LayerNorm: 3-43 [-1, 50, 768] 1,536 | | └─Attention: 3-44 [-1, 50, 768] 2,362,368 | | └─Identity: 3-45 [-1, 50, 768] -- | | └─LayerNorm: 3-46 [-1, 50, 768] 1,536 | | └─Mlp: 3-47 [-1, 50, 768] 4,722,432 | | └─Identity: 3-48 [-1, 50, 768] -- | └─Block: 2-10 [-1, 50, 768] -- | | └─LayerNorm: 3-49 [-1, 50, 768] 1,536 | | └─Attention: 3-50 [-1, 50, 768] 2,362,368 | | └─Identity: 3-51 [-1, 50, 768] -- | | └─LayerNorm: 3-52 [-1, 50, 768] 1,536 | | └─Mlp: 3-53 [-1, 50, 768] 4,722,432 | | └─Identity: 3-54 [-1, 50, 768] -- | └─Block: 2-11 [-1, 50, 768] -- | | └─LayerNorm: 3-55 [-1, 50, 768] 1,536 | | └─Attention: 3-56 [-1, 50, 768] 2,362,368 | | └─Identity: 3-57 [-1, 50, 768] -- | | └─LayerNorm: 3-58 [-1, 50, 768] 1,536 | | └─Mlp: 3-59 [-1, 50, 768] 4,722,432 | | └─Identity: 3-60 [-1, 50, 768] -- | └─Block: 2-12 [-1, 50, 768] -- | | └─LayerNorm: 3-61 [-1, 50, 768] 1,536 | | └─Attention: 3-62 [-1, 50, 768] 2,362,368 | | └─Identity: 3-63 [-1, 50, 768] -- | | └─LayerNorm: 3-64 [-1, 50, 768] 1,536 | | └─Mlp: 3-65 [-1, 50, 768] 4,722,432 | | └─Identity: 3-66 [-1, 50, 768] -- | └─Block: 2-13 [-1, 50, 768] -- | | └─LayerNorm: 3-67 [-1, 50, 768] 1,536 | | └─Attention: 3-68 [-1, 50, 768] 2,362,368 | | └─Identity: 3-69 [-1, 50, 768] -- | | └─LayerNorm: 3-70 [-1, 50, 768] 1,536 | | └─Mlp: 3-71 [-1, 50, 768] 4,722,432 | | └─Identity: 3-72 [-1, 50, 768] -- ├─LayerNorm: 1-2 [-1, 50, 768] 1,536 ├─Linear: 1-3 [-1, 50, 768] 590,592 ├─ModuleList: 1 [] -- | └─Block: 2-14 [-1, 197, 768] -- | | └─LayerNorm: 3-73 [-1, 197, 768] 1,536 | | └─Attention: 3-74 [-1, 197, 768] 2,362,368 | | └─Identity: 3-75 [-1, 197, 768] -- | | └─LayerNorm: 3-76 [-1, 197, 768] 1,536 | | └─Mlp: 3-77 [-1, 197, 768] 4,722,432 | | └─Identity: 3-78 [-1, 197, 768] -- | └─Block: 2-15 [-1, 197, 768] -- | | └─LayerNorm: 3-79 [-1, 197, 768] 1,536 | | └─Attention: 3-80 [-1, 197, 768] 2,362,368 | | └─Identity: 3-81 [-1, 197, 768] -- | | └─LayerNorm: 3-82 [-1, 197, 768] 1,536 | | └─Mlp: 3-83 [-1, 197, 768] 4,722,432 | | └─Identity: 3-84 [-1, 197, 768] -- ├─LayerNorm: 1-4 [-1, 197, 768] 1,536 ├─Linear: 1-5 [-1, 197, 768] 590,592 ├─BYOLMLP: 1-6 [-1, 256] -- | └─Sequential: 2-16 [-1, 256] -- | | └─Linear: 3-85 [-1, 4096] 3,149,824 | | └─LayerNorm: 3-86 [-1, 4096] 8,192 | | └─ReLU: 3-87 [-1, 4096] -- | | └─Linear: 3-88 [-1, 256] 1,048,832 ├─BYOLMLP: 1-7 [-1, 256] -- | └─Sequential: 2-17 [-1, 256] -- | | └─Linear: 3-89 [-1, 4096] 1,052,672 | | └─LayerNorm: 3-90 [-1, 4096] 8,192 | | └─ReLU: 3-91 [-1, 4096] -- | | └─Linear: 3-92 [-1, 256] 1,048,832 ├─Linear: 1-8 [-1, 197, 512] 393,728 ├─ModuleList: 1 [] -- | └─Block: 2-18 [-1, 197, 512] -- | | └─LayerNorm: 3-93 [-1, 197, 512] 1,024 | | └─Attention: 3-94 [-1, 197, 512] 1,050,624 | | └─Identity: 3-95 [-1, 197, 512] -- | | └─LayerNorm: 3-96 [-1, 197, 512] 1,024 | | └─Mlp: 3-97 [-1, 197, 512] 2,099,712 | | └─Identity: 3-98 [-1, 197, 512] -- | └─Block: 2-19 [-1, 197, 512] -- | | └─LayerNorm: 3-99 [-1, 197, 512] 1,024 | | └─Attention: 3-100 [-1, 197, 512] 1,050,624 | | └─Identity: 3-101 [-1, 197, 512] -- | | └─LayerNorm: 3-102 [-1, 197, 512] 1,024 | | └─Mlp: 3-103 [-1, 197, 512] 2,099,712 | | └─Identity: 3-104 [-1, 197, 512] -- | └─Block: 2-20 [-1, 197, 512] -- | | └─LayerNorm: 3-105 [-1, 197, 512] 1,024 | | └─Attention: 3-106 [-1, 197, 512] 1,050,624 | | └─Identity: 3-107 [-1, 197, 512] -- | | └─LayerNorm: 3-108 [-1, 197, 512] 1,024 | | └─Mlp: 3-109 [-1, 197, 512] 2,099,712 | | └─Identity: 3-110 [-1, 197, 512] -- | └─Block: 2-21 [-1, 197, 512] -- | | └─LayerNorm: 3-111 [-1, 197, 512] 1,024 | | └─Attention: 3-112 [-1, 197, 512] 1,050,624 | | └─Identity: 3-113 [-1, 197, 512] -- | | └─LayerNorm: 3-114 [-1, 197, 512] 1,024 | | └─Mlp: 3-115 [-1, 197, 512] 2,099,712 | | └─Identity: 3-116 [-1, 197, 512] -- | └─Block: 2-22 [-1, 197, 512] -- | | └─LayerNorm: 3-117 [-1, 197, 512] 1,024 | | └─Attention: 3-118 [-1, 197, 512] 1,050,624 | | └─Identity: 3-119 [-1, 197, 512] -- | | └─LayerNorm: 3-120 [-1, 197, 512] 1,024 | | └─Mlp: 3-121 [-1, 197, 512] 2,099,712 | | └─Identity: 3-122 [-1, 197, 512] -- | └─Block: 2-23 [-1, 197, 512] -- | | └─LayerNorm: 3-123 [-1, 197, 512] 1,024 | | └─Attention: 3-124 [-1, 197, 512] 1,050,624 | | └─Identity: 3-125 [-1, 197, 512] -- | | └─LayerNorm: 3-126 [-1, 197, 512] 1,024 | | └─Mlp: 3-127 [-1, 197, 512] 2,099,712 | | └─Identity: 3-128 [-1, 197, 512] -- | └─Block: 2-24 [-1, 197, 512] -- | | └─LayerNorm: 3-129 [-1, 197, 512] 1,024 | | └─Attention: 3-130 [-1, 197, 512] 1,050,624 | | └─Identity: 3-131 [-1, 197, 512] -- | | └─LayerNorm: 3-132 [-1, 197, 512] 1,024 | | └─Mlp: 3-133 [-1, 197, 512] 2,099,712 | | └─Identity: 3-134 [-1, 197, 512] -- | └─Block: 2-25 [-1, 197, 512] -- | | └─LayerNorm: 3-135 [-1, 197, 512] 1,024 | | └─Attention: 3-136 [-1, 197, 512] 1,050,624 | | └─Identity: 3-137 [-1, 197, 512] -- | | └─LayerNorm: 3-138 [-1, 197, 512] 1,024 | | └─Mlp: 3-139 [-1, 197, 512] 2,099,712 | | └─Identity: 3-140 [-1, 197, 512] -- ├─LayerNorm: 1-9 [-1, 197, 512] 1,024 ├─Linear: 1-10 [-1, 197, 768] 393,984 ========================================================================================== Total params: 133,329,408 Trainable params: 133,329,408 Non-trainable params: 0 Total mult-adds (M): 509.89 ========================================================================================== Input size (MB): 0.58 Forward/backward pass size (MB): 138.65 Params size (MB): 508.61 Estimated Total Size (MB): 647.84 ========================================================================================== [15:36:00.707305] ========================================================================================== Layer (type:depth-idx) Output Shape Param # ========================================================================================== ├─PatchEmbed: 1-1 [-1, 196, 768] -- | └─Conv2d: 2-1 [-1, 768, 14, 14] 590,592 ├─ModuleList: 1 [] -- | └─Block: 2-2 [-1, 50, 768] -- | | └─LayerNorm: 3-1 [-1, 50, 768] 1,536 | | └─Attention: 3-2 [-1, 50, 768] 2,362,368 | | └─Identity: 3-3 [-1, 50, 768] -- | | └─LayerNorm: 3-4 [-1, 50, 768] 1,536 | | └─Mlp: 3-5 [-1, 50, 768] 4,722,432 | | └─Identity: 3-6 [-1, 50, 768] -- | └─Block: 2-3 [-1, 50, 768] -- | | └─LayerNorm: 3-7 [-1, 50, 768] 1,536 | | └─Attention: 3-8 [-1, 50, 768] 2,362,368 | | └─Identity: 3-9 [-1, 50, 768] -- | | └─LayerNorm: 3-10 [-1, 50, 768] 1,536 | | └─Mlp: 3-11 [-1, 50, 768] 4,722,432 | | └─Identity: 3-12 [-1, 50, 768] -- | └─Block: 2-4 [-1, 50, 768] -- | | └─LayerNorm: 3-13 [-1, 50, 768] 1,536 | | └─Attention: 3-14 [-1, 50, 768] 2,362,368 | | └─Identity: 3-15 [-1, 50, 768] -- | | └─LayerNorm: 3-16 [-1, 50, 768] 1,536 | | └─Mlp: 3-17 [-1, 50, 768] 4,722,432 | | └─Identity: 3-18 [-1, 50, 768] -- | └─Block: 2-5 [-1, 50, 768] -- | | └─LayerNorm: 3-19 [-1, 50, 768] 1,536 | | └─Attention: 3-20 [-1, 50, 768] 2,362,368 | | └─Identity: 3-21 [-1, 50, 768] -- | | └─LayerNorm: 3-22 [-1, 50, 768] 1,536 | | └─Mlp: 3-23 [-1, 50, 768] 4,722,432 | | └─Identity: 3-24 [-1, 50, 768] -- | └─Block: 2-6 [-1, 50, 768] -- | | └─LayerNorm: 3-25 [-1, 50, 768] 1,536 | | └─Attention: 3-26 [-1, 50, 768] 2,362,368 | | └─Identity: 3-27 [-1, 50, 768] -- | | └─LayerNorm: 3-28 [-1, 50, 768] 1,536 | | └─Mlp: 3-29 [-1, 50, 768] 4,722,432 | | └─Identity: 3-30 [-1, 50, 768] -- | └─Block: 2-7 [-1, 50, 768] -- | | └─LayerNorm: 3-31 [-1, 50, 768] 1,536 | | └─Attention: 3-32 [-1, 50, 768] 2,362,368 | | └─Identity: 3-33 [-1, 50, 768] -- | | └─LayerNorm: 3-34 [-1, 50, 768] 1,536 | | └─Mlp: 3-35 [-1, 50, 768] 4,722,432 | | └─Identity: 3-36 [-1, 50, 768] -- | └─Block: 2-8 [-1, 50, 768] -- | | └─LayerNorm: 3-37 [-1, 50, 768] 1,536 | | └─Attention: 3-38 [-1, 50, 768] 2,362,368 | | └─Identity: 3-39 [-1, 50, 768] -- | | └─LayerNorm: 3-40 [-1, 50, 768] 1,536 | | └─Mlp: 3-41 [-1, 50, 768] 4,722,432 | | └─Identity: 3-42 [-1, 50, 768] -- | └─Block: 2-9 [-1, 50, 768] -- | | └─LayerNorm: 3-43 [-1, 50, 768] 1,536 | | └─Attention: 3-44 [-1, 50, 768] 2,362,368 | | └─Identity: 3-45 [-1, 50, 768] -- | | └─LayerNorm: 3-46 [-1, 50, 768] 1,536 | | └─Mlp: 3-47 [-1, 50, 768] 4,722,432 | | └─Identity: 3-48 [-1, 50, 768] -- | └─Block: 2-10 [-1, 50, 768] -- | | └─LayerNorm: 3-49 [-1, 50, 768] 1,536 | | └─Attention: 3-50 [-1, 50, 768] 2,362,368 | | └─Identity: 3-51 [-1, 50, 768] -- | | └─LayerNorm: 3-52 [-1, 50, 768] 1,536 | | └─Mlp: 3-53 [-1, 50, 768] 4,722,432 | | └─Identity: 3-54 [-1, 50, 768] -- | └─Block: 2-11 [-1, 50, 768] -- | | └─LayerNorm: 3-55 [-1, 50, 768] 1,536 | | └─Attention: 3-56 [-1, 50, 768] 2,362,368 | | └─Identity: 3-57 [-1, 50, 768] -- | | └─LayerNorm: 3-58 [-1, 50, 768] 1,536 | | └─Mlp: 3-59 [-1, 50, 768] 4,722,432 | | └─Identity: 3-60 [-1, 50, 768] -- | └─Block: 2-12 [-1, 50, 768] -- | | └─LayerNorm: 3-61 [-1, 50, 768] 1,536 | | └─Attention: 3-62 [-1, 50, 768] 2,362,368 | | └─Identity: 3-63 [-1, 50, 768] -- | | └─LayerNorm: 3-64 [-1, 50, 768] 1,536 | | └─Mlp: 3-65 [-1, 50, 768] 4,722,432 | | └─Identity: 3-66 [-1, 50, 768] -- | └─Block: 2-13 [-1, 50, 768] -- | | └─LayerNorm: 3-67 [-1, 50, 768] 1,536 | | └─Attention: 3-68 [-1, 50, 768] 2,362,368 | | └─Identity: 3-69 [-1, 50, 768] -- | | └─LayerNorm: 3-70 [-1, 50, 768] 1,536 | | └─Mlp: 3-71 [-1, 50, 768] 4,722,432 | | └─Identity: 3-72 [-1, 50, 768] -- ├─LayerNorm: 1-2 [-1, 50, 768] 1,536 ├─Linear: 1-3 [-1, 50, 768] 590,592 ├─ModuleList: 1 [] -- | └─Block: 2-14 [-1, 197, 768] -- | | └─LayerNorm: 3-73 [-1, 197, 768] 1,536 | | └─Attention: 3-74 [-1, 197, 768] 2,362,368 | | └─Identity: 3-75 [-1, 197, 768] -- | | └─LayerNorm: 3-76 [-1, 197, 768] 1,536 | | └─Mlp: 3-77 [-1, 197, 768] 4,722,432 | | └─Identity: 3-78 [-1, 197, 768] -- | └─Block: 2-15 [-1, 197, 768] -- | | └─LayerNorm: 3-79 [-1, 197, 768] 1,536 | | └─Attention: 3-80 [-1, 197, 768] 2,362,368 | | └─Identity: 3-81 [-1, 197, 768] -- | | └─LayerNorm: 3-82 [-1, 197, 768] 1,536 | | └─Mlp: 3-83 [-1, 197, 768] 4,722,432 | | └─Identity: 3-84 [-1, 197, 768] -- ├─LayerNorm: 1-4 [-1, 197, 768] 1,536 ├─Linear: 1-5 [-1, 197, 768] 590,592 ├─BYOLMLP: 1-6 [-1, 256] -- | └─Sequential: 2-16 [-1, 256] -- | | └─Linear: 3-85 [-1, 4096] 3,149,824 | | └─LayerNorm: 3-86 [-1, 4096] 8,192 | | └─ReLU: 3-87 [-1, 4096] -- | | └─Linear: 3-88 [-1, 256] 1,048,832 ├─BYOLMLP: 1-7 [-1, 256] -- | └─Sequential: 2-17 [-1, 256] -- | | └─Linear: 3-89 [-1, 4096] 1,052,672 | | └─LayerNorm: 3-90 [-1, 4096] 8,192 | | └─ReLU: 3-91 [-1, 4096] -- | | └─Linear: 3-92 [-1, 256] 1,048,832 ├─Linear: 1-8 [-1, 197, 512] 393,728 ├─ModuleList: 1 [] -- | └─Block: 2-18 [-1, 197, 512] -- | | └─LayerNorm: 3-93 [-1, 197, 512] 1,024 | | └─Attention: 3-94 [-1, 197, 512] 1,050,624 | | └─Identity: 3-95 [-1, 197, 512] -- | | └─LayerNorm: 3-96 [-1, 197, 512] 1,024 | | └─Mlp: 3-97 [-1, 197, 512] 2,099,712 | | └─Identity: 3-98 [-1, 197, 512] -- | └─Block: 2-19 [-1, 197, 512] -- | | └─LayerNorm: 3-99 [-1, 197, 512] 1,024 | | └─Attention: 3-100 [-1, 197, 512] 1,050,624 | | └─Identity: 3-101 [-1, 197, 512] -- | | └─LayerNorm: 3-102 [-1, 197, 512] 1,024 | | └─Mlp: 3-103 [-1, 197, 512] 2,099,712 | | └─Identity: 3-104 [-1, 197, 512] -- | └─Block: 2-20 [-1, 197, 512] -- | | └─LayerNorm: 3-105 [-1, 197, 512] 1,024 | | └─Attention: 3-106 [-1, 197, 512] 1,050,624 | | └─Identity: 3-107 [-1, 197, 512] -- | | └─LayerNorm: 3-108 [-1, 197, 512] 1,024 | | └─Mlp: 3-109 [-1, 197, 512] 2,099,712 | | └─Identity: 3-110 [-1, 197, 512] -- | └─Block: 2-21 [-1, 197, 512] -- | | └─LayerNorm: 3-111 [-1, 197, 512] 1,024 | | └─Attention: 3-112 [-1, 197, 512] 1,050,624 | | └─Identity: 3-113 [-1, 197, 512] -- | | └─LayerNorm: 3-114 [-1, 197, 512] 1,024 | | └─Mlp: 3-115 [-1, 197, 512] 2,099,712 | | └─Identity: 3-116 [-1, 197, 512] -- | └─Block: 2-22 [-1, 197, 512] -- | | └─LayerNorm: 3-117 [-1, 197, 512] 1,024 | | └─Attention: 3-118 [-1, 197, 512] 1,050,624 | | └─Identity: 3-119 [-1, 197, 512] -- | | └─LayerNorm: 3-120 [-1, 197, 512] 1,024 | | └─Mlp: 3-121 [-1, 197, 512] 2,099,712 | | └─Identity: 3-122 [-1, 197, 512] -- | └─Block: 2-23 [-1, 197, 512] -- | | └─LayerNorm: 3-123 [-1, 197, 512] 1,024 | | └─Attention: 3-124 [-1, 197, 512] 1,050,624 | | └─Identity: 3-125 [-1, 197, 512] -- | | └─LayerNorm: 3-126 [-1, 197, 512] 1,024 | | └─Mlp: 3-127 [-1, 197, 512] 2,099,712 | | └─Identity: 3-128 [-1, 197, 512] -- | └─Block: 2-24 [-1, 197, 512] -- | | └─LayerNorm: 3-129 [-1, 197, 512] 1,024 | | └─Attention: 3-130 [-1, 197, 512] 1,050,624 | | └─Identity: 3-131 [-1, 197, 512] -- | | └─LayerNorm: 3-132 [-1, 197, 512] 1,024 | | └─Mlp: 3-133 [-1, 197, 512] 2,099,712 | | └─Identity: 3-134 [-1, 197, 512] -- | └─Block: 2-25 [-1, 197, 512] -- | | └─LayerNorm: 3-135 [-1, 197, 512] 1,024 | | └─Attention: 3-136 [-1, 197, 512] 1,050,624 | | └─Identity: 3-137 [-1, 197, 512] -- | | └─LayerNorm: 3-138 [-1, 197, 512] 1,024 | | └─Mlp: 3-139 [-1, 197, 512] 2,099,712 | | └─Identity: 3-140 [-1, 197, 512] -- ├─LayerNorm: 1-9 [-1, 197, 512] 1,024 ├─Linear: 1-10 [-1, 197, 768] 393,984 ========================================================================================== Total params: 133,329,408 Trainable params: 133,329,408 Non-trainable params: 0 Total mult-adds (M): 509.89 ========================================================================================== Input size (MB): 0.58 Forward/backward pass size (MB): 138.65 Params size (MB): 508.61 Estimated Total Size (MB): 647.84 ========================================================================================== [15:36:00.710072] Model = FSFMViT( (patch_embed): PatchEmbed( (proj): Conv2d(3, 768, kernel_size=(16, 16), stride=(16, 16)) ) (blocks): ModuleList( (0): Block( (norm1): LayerNorm((768,), eps=1e-06, elementwise_affine=True) (attn): Attention( (qkv): Linear(in_features=768, out_features=2304, bias=True) (attn_drop): Dropout(p=0.0, inplace=False) (proj): Linear(in_features=768, out_features=768, bias=True) (proj_drop): Dropout(p=0.0, inplace=False) ) (drop_path): Identity() (norm2): LayerNorm((768,), eps=1e-06, elementwise_affine=True) (mlp): Mlp( (fc1): Linear(in_features=768, out_features=3072, bias=True) (act): GELU(approximate='none') (fc2): Linear(in_features=3072, out_features=768, bias=True) (drop): Dropout(p=0.0, inplace=False) ) ) (1): Block( (norm1): LayerNorm((768,), eps=1e-06, elementwise_affine=True) (attn): Attention( (qkv): Linear(in_features=768, out_features=2304, bias=True) (attn_drop): Dropout(p=0.0, inplace=False) (proj): Linear(in_features=768, out_features=768, bias=True) (proj_drop): Dropout(p=0.0, inplace=False) ) (drop_path): Identity() (norm2): LayerNorm((768,), eps=1e-06, elementwise_affine=True) (mlp): Mlp( (fc1): Linear(in_features=768, out_features=3072, bias=True) (act): GELU(approximate='none') (fc2): Linear(in_features=3072, out_features=768, bias=True) (drop): Dropout(p=0.0, inplace=False) ) ) (2): Block( (norm1): LayerNorm((768,), eps=1e-06, elementwise_affine=True) (attn): Attention( (qkv): Linear(in_features=768, out_features=2304, bias=True) (attn_drop): Dropout(p=0.0, inplace=False) (proj): Linear(in_features=768, out_features=768, bias=True) (proj_drop): Dropout(p=0.0, inplace=False) ) (drop_path): Identity() (norm2): LayerNorm((768,), eps=1e-06, elementwise_affine=True) (mlp): Mlp( (fc1): Linear(in_features=768, out_features=3072, bias=True) (act): GELU(approximate='none') (fc2): Linear(in_features=3072, out_features=768, bias=True) (drop): Dropout(p=0.0, inplace=False) ) ) (3): Block( (norm1): LayerNorm((768,), eps=1e-06, elementwise_affine=True) (attn): Attention( (qkv): Linear(in_features=768, out_features=2304, bias=True) (attn_drop): Dropout(p=0.0, inplace=False) (proj): Linear(in_features=768, out_features=768, bias=True) (proj_drop): Dropout(p=0.0, inplace=False) ) (drop_path): Identity() (norm2): LayerNorm((768,), eps=1e-06, elementwise_affine=True) (mlp): Mlp( (fc1): Linear(in_features=768, out_features=3072, bias=True) (act): GELU(approximate='none') (fc2): Linear(in_features=3072, out_features=768, bias=True) (drop): Dropout(p=0.0, inplace=False) ) ) (4): Block( (norm1): LayerNorm((768,), eps=1e-06, elementwise_affine=True) (attn): Attention( (qkv): Linear(in_features=768, out_features=2304, bias=True) (attn_drop): Dropout(p=0.0, inplace=False) (proj): Linear(in_features=768, out_features=768, bias=True) (proj_drop): Dropout(p=0.0, inplace=False) ) (drop_path): Identity() (norm2): LayerNorm((768,), eps=1e-06, elementwise_affine=True) (mlp): Mlp( (fc1): Linear(in_features=768, out_features=3072, bias=True) (act): GELU(approximate='none') (fc2): Linear(in_features=3072, out_features=768, bias=True) (drop): Dropout(p=0.0, inplace=False) ) ) (5): Block( (norm1): LayerNorm((768,), eps=1e-06, elementwise_affine=True) (attn): Attention( (qkv): Linear(in_features=768, out_features=2304, bias=True) (attn_drop): Dropout(p=0.0, inplace=False) (proj): Linear(in_features=768, out_features=768, bias=True) (proj_drop): Dropout(p=0.0, inplace=False) ) (drop_path): Identity() (norm2): LayerNorm((768,), eps=1e-06, elementwise_affine=True) (mlp): Mlp( (fc1): Linear(in_features=768, out_features=3072, bias=True) (act): GELU(approximate='none') (fc2): Linear(in_features=3072, out_features=768, bias=True) (drop): Dropout(p=0.0, inplace=False) ) ) (6): Block( (norm1): LayerNorm((768,), eps=1e-06, elementwise_affine=True) (attn): Attention( (qkv): Linear(in_features=768, out_features=2304, bias=True) (attn_drop): Dropout(p=0.0, inplace=False) (proj): Linear(in_features=768, out_features=768, bias=True) (proj_drop): Dropout(p=0.0, inplace=False) ) (drop_path): Identity() (norm2): LayerNorm((768,), eps=1e-06, elementwise_affine=True) (mlp): Mlp( (fc1): Linear(in_features=768, out_features=3072, bias=True) (act): GELU(approximate='none') (fc2): Linear(in_features=3072, out_features=768, bias=True) (drop): Dropout(p=0.0, inplace=False) ) ) (7): Block( (norm1): LayerNorm((768,), eps=1e-06, elementwise_affine=True) (attn): Attention( (qkv): Linear(in_features=768, out_features=2304, bias=True) (attn_drop): Dropout(p=0.0, inplace=False) (proj): Linear(in_features=768, out_features=768, bias=True) (proj_drop): Dropout(p=0.0, inplace=False) ) (drop_path): Identity() (norm2): LayerNorm((768,), eps=1e-06, elementwise_affine=True) (mlp): Mlp( (fc1): Linear(in_features=768, out_features=3072, bias=True) (act): GELU(approximate='none') (fc2): Linear(in_features=3072, out_features=768, bias=True) (drop): Dropout(p=0.0, inplace=False) ) ) (8): Block( (norm1): LayerNorm((768,), eps=1e-06, elementwise_affine=True) (attn): Attention( (qkv): Linear(in_features=768, out_features=2304, bias=True) (attn_drop): Dropout(p=0.0, inplace=False) (proj): Linear(in_features=768, out_features=768, bias=True) (proj_drop): Dropout(p=0.0, inplace=False) ) (drop_path): Identity() (norm2): LayerNorm((768,), eps=1e-06, elementwise_affine=True) (mlp): Mlp( (fc1): Linear(in_features=768, out_features=3072, bias=True) (act): GELU(approximate='none') (fc2): Linear(in_features=3072, out_features=768, bias=True) (drop): Dropout(p=0.0, inplace=False) ) ) (9): Block( (norm1): LayerNorm((768,), eps=1e-06, elementwise_affine=True) (attn): Attention( (qkv): Linear(in_features=768, out_features=2304, bias=True) (attn_drop): Dropout(p=0.0, inplace=False) (proj): Linear(in_features=768, out_features=768, bias=True) (proj_drop): Dropout(p=0.0, inplace=False) ) (drop_path): Identity() (norm2): LayerNorm((768,), eps=1e-06, elementwise_affine=True) (mlp): Mlp( (fc1): Linear(in_features=768, out_features=3072, bias=True) (act): GELU(approximate='none') (fc2): Linear(in_features=3072, out_features=768, bias=True) (drop): Dropout(p=0.0, inplace=False) ) ) (10): Block( (norm1): LayerNorm((768,), eps=1e-06, elementwise_affine=True) (attn): Attention( (qkv): Linear(in_features=768, out_features=2304, bias=True) (attn_drop): Dropout(p=0.0, inplace=False) (proj): Linear(in_features=768, out_features=768, bias=True) (proj_drop): Dropout(p=0.0, inplace=False) ) (drop_path): Identity() (norm2): LayerNorm((768,), eps=1e-06, elementwise_affine=True) (mlp): Mlp( (fc1): Linear(in_features=768, out_features=3072, bias=True) (act): GELU(approximate='none') (fc2): Linear(in_features=3072, out_features=768, bias=True) (drop): Dropout(p=0.0, inplace=False) ) ) (11): Block( (norm1): LayerNorm((768,), eps=1e-06, elementwise_affine=True) (attn): Attention( (qkv): Linear(in_features=768, out_features=2304, bias=True) (attn_drop): Dropout(p=0.0, inplace=False) (proj): Linear(in_features=768, out_features=768, bias=True) (proj_drop): Dropout(p=0.0, inplace=False) ) (drop_path): Identity() (norm2): LayerNorm((768,), eps=1e-06, elementwise_affine=True) (mlp): Mlp( (fc1): Linear(in_features=768, out_features=3072, bias=True) (act): GELU(approximate='none') (fc2): Linear(in_features=3072, out_features=768, bias=True) (drop): Dropout(p=0.0, inplace=False) ) ) ) (norm): LayerNorm((768,), eps=1e-06, elementwise_affine=True) (projector): BYOLMLP( (projection_head): Sequential( (0): Linear(in_features=768, out_features=4096, bias=True) (1): LayerNorm((4096,), eps=1e-05, elementwise_affine=True) (2): ReLU(inplace=True) (3): Linear(in_features=4096, out_features=256, bias=True) ) ) (predictor): BYOLMLP( (projection_head): Sequential( (0): Linear(in_features=256, out_features=4096, bias=True) (1): LayerNorm((4096,), eps=1e-05, elementwise_affine=True) (2): ReLU(inplace=True) (3): Linear(in_features=4096, out_features=256, bias=True) ) ) (rep_decoder_embed): Linear(in_features=768, out_features=768, bias=True) (rep_decoder_blocks): ModuleList( (0): Block( (norm1): LayerNorm((768,), eps=1e-06, elementwise_affine=True) (attn): Attention( (qkv): Linear(in_features=768, out_features=2304, bias=True) (attn_drop): Dropout(p=0.0, inplace=False) (proj): Linear(in_features=768, out_features=768, bias=True) (proj_drop): Dropout(p=0.0, inplace=False) ) (drop_path): Identity() (norm2): LayerNorm((768,), eps=1e-06, elementwise_affine=True) (mlp): Mlp( (fc1): Linear(in_features=768, out_features=3072, bias=True) (act): GELU(approximate='none') (fc2): Linear(in_features=3072, out_features=768, bias=True) (drop): Dropout(p=0.0, inplace=False) ) ) (1): Block( (norm1): LayerNorm((768,), eps=1e-06, elementwise_affine=True) (attn): Attention( (qkv): Linear(in_features=768, out_features=2304, bias=True) (attn_drop): Dropout(p=0.0, inplace=False) (proj): Linear(in_features=768, out_features=768, bias=True) (proj_drop): Dropout(p=0.0, inplace=False) ) (drop_path): Identity() (norm2): LayerNorm((768,), eps=1e-06, elementwise_affine=True) (mlp): Mlp( (fc1): Linear(in_features=768, out_features=3072, bias=True) (act): GELU(approximate='none') (fc2): Linear(in_features=3072, out_features=768, bias=True) (drop): Dropout(p=0.0, inplace=False) ) ) ) (rep_decoder_norm): LayerNorm((768,), eps=1e-06, elementwise_affine=True) (rep_decoder_pred): Linear(in_features=768, out_features=768, bias=True) (decoder_embed): Linear(in_features=768, out_features=512, bias=True) (decoder_blocks): ModuleList( (0): Block( (norm1): LayerNorm((512,), eps=1e-06, elementwise_affine=True) (attn): Attention( (qkv): Linear(in_features=512, out_features=1536, bias=True) (attn_drop): Dropout(p=0.0, inplace=False) (proj): Linear(in_features=512, out_features=512, bias=True) (proj_drop): Dropout(p=0.0, inplace=False) ) (drop_path): Identity() (norm2): LayerNorm((512,), eps=1e-06, elementwise_affine=True) (mlp): Mlp( (fc1): Linear(in_features=512, out_features=2048, bias=True) (act): GELU(approximate='none') (fc2): Linear(in_features=2048, out_features=512, bias=True) (drop): Dropout(p=0.0, inplace=False) ) ) (1): Block( (norm1): LayerNorm((512,), eps=1e-06, elementwise_affine=True) (attn): Attention( (qkv): Linear(in_features=512, out_features=1536, bias=True) (attn_drop): Dropout(p=0.0, inplace=False) (proj): Linear(in_features=512, out_features=512, bias=True) (proj_drop): Dropout(p=0.0, inplace=False) ) (drop_path): Identity() (norm2): LayerNorm((512,), eps=1e-06, elementwise_affine=True) (mlp): Mlp( (fc1): Linear(in_features=512, out_features=2048, bias=True) (act): GELU(approximate='none') (fc2): Linear(in_features=2048, out_features=512, bias=True) (drop): Dropout(p=0.0, inplace=False) ) ) (2): Block( (norm1): LayerNorm((512,), eps=1e-06, elementwise_affine=True) (attn): Attention( (qkv): Linear(in_features=512, out_features=1536, bias=True) (attn_drop): Dropout(p=0.0, inplace=False) (proj): Linear(in_features=512, out_features=512, bias=True) (proj_drop): Dropout(p=0.0, inplace=False) ) (drop_path): Identity() (norm2): LayerNorm((512,), eps=1e-06, elementwise_affine=True) (mlp): Mlp( (fc1): Linear(in_features=512, out_features=2048, bias=True) (act): GELU(approximate='none') (fc2): Linear(in_features=2048, out_features=512, bias=True) (drop): Dropout(p=0.0, inplace=False) ) ) (3): Block( (norm1): LayerNorm((512,), eps=1e-06, elementwise_affine=True) (attn): Attention( (qkv): Linear(in_features=512, out_features=1536, bias=True) (attn_drop): Dropout(p=0.0, inplace=False) (proj): Linear(in_features=512, out_features=512, bias=True) (proj_drop): Dropout(p=0.0, inplace=False) ) (drop_path): Identity() (norm2): LayerNorm((512,), eps=1e-06, elementwise_affine=True) (mlp): Mlp( (fc1): Linear(in_features=512, out_features=2048, bias=True) (act): GELU(approximate='none') (fc2): Linear(in_features=2048, out_features=512, bias=True) (drop): Dropout(p=0.0, inplace=False) ) ) (4): Block( (norm1): LayerNorm((512,), eps=1e-06, elementwise_affine=True) (attn): Attention( (qkv): Linear(in_features=512, out_features=1536, bias=True) (attn_drop): Dropout(p=0.0, inplace=False) (proj): Linear(in_features=512, out_features=512, bias=True) (proj_drop): Dropout(p=0.0, inplace=False) ) (drop_path): Identity() (norm2): LayerNorm((512,), eps=1e-06, elementwise_affine=True) (mlp): Mlp( (fc1): Linear(in_features=512, out_features=2048, bias=True) (act): GELU(approximate='none') (fc2): Linear(in_features=2048, out_features=512, bias=True) (drop): Dropout(p=0.0, inplace=False) ) ) (5): Block( (norm1): LayerNorm((512,), eps=1e-06, elementwise_affine=True) (attn): Attention( (qkv): Linear(in_features=512, out_features=1536, bias=True) (attn_drop): Dropout(p=0.0, inplace=False) (proj): Linear(in_features=512, out_features=512, bias=True) (proj_drop): Dropout(p=0.0, inplace=False) ) (drop_path): Identity() (norm2): LayerNorm((512,), eps=1e-06, elementwise_affine=True) (mlp): Mlp( (fc1): Linear(in_features=512, out_features=2048, bias=True) (act): GELU(approximate='none') (fc2): Linear(in_features=2048, out_features=512, bias=True) (drop): Dropout(p=0.0, inplace=False) ) ) (6): Block( (norm1): LayerNorm((512,), eps=1e-06, elementwise_affine=True) (attn): Attention( (qkv): Linear(in_features=512, out_features=1536, bias=True) (attn_drop): Dropout(p=0.0, inplace=False) (proj): Linear(in_features=512, out_features=512, bias=True) (proj_drop): Dropout(p=0.0, inplace=False) ) (drop_path): Identity() (norm2): LayerNorm((512,), eps=1e-06, elementwise_affine=True) (mlp): Mlp( (fc1): Linear(in_features=512, out_features=2048, bias=True) (act): GELU(approximate='none') (fc2): Linear(in_features=2048, out_features=512, bias=True) (drop): Dropout(p=0.0, inplace=False) ) ) (7): Block( (norm1): LayerNorm((512,), eps=1e-06, elementwise_affine=True) (attn): Attention( (qkv): Linear(in_features=512, out_features=1536, bias=True) (attn_drop): Dropout(p=0.0, inplace=False) (proj): Linear(in_features=512, out_features=512, bias=True) (proj_drop): Dropout(p=0.0, inplace=False) ) (drop_path): Identity() (norm2): LayerNorm((512,), eps=1e-06, elementwise_affine=True) (mlp): Mlp( (fc1): Linear(in_features=512, out_features=2048, bias=True) (act): GELU(approximate='none') (fc2): Linear(in_features=2048, out_features=512, bias=True) (drop): Dropout(p=0.0, inplace=False) ) ) ) (decoder_norm): LayerNorm((512,), eps=1e-06, elementwise_affine=True) (decoder_pred): Linear(in_features=512, out_features=768, bias=True) ) [15:36:00.710871] Model_target_encoder = TargetEncoderViT( (patch_embed): PatchEmbed( (proj): Conv2d(3, 768, kernel_size=(16, 16), stride=(16, 16)) ) (blocks): ModuleList( (0): Block( (norm1): LayerNorm((768,), eps=1e-06, elementwise_affine=True) (attn): Attention( (qkv): Linear(in_features=768, out_features=2304, bias=True) (attn_drop): Dropout(p=0.0, inplace=False) (proj): Linear(in_features=768, out_features=768, bias=True) (proj_drop): Dropout(p=0.0, inplace=False) ) (drop_path): Identity() (norm2): LayerNorm((768,), eps=1e-06, elementwise_affine=True) (mlp): Mlp( (fc1): Linear(in_features=768, out_features=3072, bias=True) (act): GELU(approximate='none') (fc2): Linear(in_features=3072, out_features=768, bias=True) (drop): Dropout(p=0.0, inplace=False) ) ) (1): Block( (norm1): LayerNorm((768,), eps=1e-06, elementwise_affine=True) (attn): Attention( (qkv): Linear(in_features=768, out_features=2304, bias=True) (attn_drop): Dropout(p=0.0, inplace=False) (proj): Linear(in_features=768, out_features=768, bias=True) (proj_drop): Dropout(p=0.0, inplace=False) ) (drop_path): Identity() (norm2): LayerNorm((768,), eps=1e-06, elementwise_affine=True) (mlp): Mlp( (fc1): Linear(in_features=768, out_features=3072, bias=True) (act): GELU(approximate='none') (fc2): Linear(in_features=3072, out_features=768, bias=True) (drop): Dropout(p=0.0, inplace=False) ) ) (2): Block( (norm1): LayerNorm((768,), eps=1e-06, elementwise_affine=True) (attn): Attention( (qkv): Linear(in_features=768, out_features=2304, bias=True) (attn_drop): Dropout(p=0.0, inplace=False) (proj): Linear(in_features=768, out_features=768, bias=True) (proj_drop): Dropout(p=0.0, inplace=False) ) (drop_path): Identity() (norm2): LayerNorm((768,), eps=1e-06, elementwise_affine=True) (mlp): Mlp( (fc1): Linear(in_features=768, out_features=3072, bias=True) (act): GELU(approximate='none') (fc2): Linear(in_features=3072, out_features=768, bias=True) (drop): Dropout(p=0.0, inplace=False) ) ) (3): Block( (norm1): LayerNorm((768,), eps=1e-06, elementwise_affine=True) (attn): Attention( (qkv): Linear(in_features=768, out_features=2304, bias=True) (attn_drop): Dropout(p=0.0, inplace=False) (proj): Linear(in_features=768, out_features=768, bias=True) (proj_drop): Dropout(p=0.0, inplace=False) ) (drop_path): Identity() (norm2): LayerNorm((768,), eps=1e-06, elementwise_affine=True) (mlp): Mlp( (fc1): Linear(in_features=768, out_features=3072, bias=True) (act): GELU(approximate='none') (fc2): Linear(in_features=3072, out_features=768, bias=True) (drop): Dropout(p=0.0, inplace=False) ) ) (4): Block( (norm1): LayerNorm((768,), eps=1e-06, elementwise_affine=True) (attn): Attention( (qkv): Linear(in_features=768, out_features=2304, bias=True) (attn_drop): Dropout(p=0.0, inplace=False) (proj): Linear(in_features=768, out_features=768, bias=True) (proj_drop): Dropout(p=0.0, inplace=False) ) (drop_path): Identity() (norm2): LayerNorm((768,), eps=1e-06, elementwise_affine=True) (mlp): Mlp( (fc1): Linear(in_features=768, out_features=3072, bias=True) (act): GELU(approximate='none') (fc2): Linear(in_features=3072, out_features=768, bias=True) (drop): Dropout(p=0.0, inplace=False) ) ) (5): Block( (norm1): LayerNorm((768,), eps=1e-06, elementwise_affine=True) (attn): Attention( (qkv): Linear(in_features=768, out_features=2304, bias=True) (attn_drop): Dropout(p=0.0, inplace=False) (proj): Linear(in_features=768, out_features=768, bias=True) (proj_drop): Dropout(p=0.0, inplace=False) ) (drop_path): Identity() (norm2): LayerNorm((768,), eps=1e-06, elementwise_affine=True) (mlp): Mlp( (fc1): Linear(in_features=768, out_features=3072, bias=True) (act): GELU(approximate='none') (fc2): Linear(in_features=3072, out_features=768, bias=True) (drop): Dropout(p=0.0, inplace=False) ) ) (6): Block( (norm1): LayerNorm((768,), eps=1e-06, elementwise_affine=True) (attn): Attention( (qkv): Linear(in_features=768, out_features=2304, bias=True) (attn_drop): Dropout(p=0.0, inplace=False) (proj): Linear(in_features=768, out_features=768, bias=True) (proj_drop): Dropout(p=0.0, inplace=False) ) (drop_path): Identity() (norm2): LayerNorm((768,), eps=1e-06, elementwise_affine=True) (mlp): Mlp( (fc1): Linear(in_features=768, out_features=3072, bias=True) (act): GELU(approximate='none') (fc2): Linear(in_features=3072, out_features=768, bias=True) (drop): Dropout(p=0.0, inplace=False) ) ) (7): Block( (norm1): LayerNorm((768,), eps=1e-06, elementwise_affine=True) (attn): Attention( (qkv): Linear(in_features=768, out_features=2304, bias=True) (attn_drop): Dropout(p=0.0, inplace=False) (proj): Linear(in_features=768, out_features=768, bias=True) (proj_drop): Dropout(p=0.0, inplace=False) ) (drop_path): Identity() (norm2): LayerNorm((768,), eps=1e-06, elementwise_affine=True) (mlp): Mlp( (fc1): Linear(in_features=768, out_features=3072, bias=True) (act): GELU(approximate='none') (fc2): Linear(in_features=3072, out_features=768, bias=True) (drop): Dropout(p=0.0, inplace=False) ) ) (8): Block( (norm1): LayerNorm((768,), eps=1e-06, elementwise_affine=True) (attn): Attention( (qkv): Linear(in_features=768, out_features=2304, bias=True) (attn_drop): Dropout(p=0.0, inplace=False) (proj): Linear(in_features=768, out_features=768, bias=True) (proj_drop): Dropout(p=0.0, inplace=False) ) (drop_path): Identity() (norm2): LayerNorm((768,), eps=1e-06, elementwise_affine=True) (mlp): Mlp( (fc1): Linear(in_features=768, out_features=3072, bias=True) (act): GELU(approximate='none') (fc2): Linear(in_features=3072, out_features=768, bias=True) (drop): Dropout(p=0.0, inplace=False) ) ) (9): Block( (norm1): LayerNorm((768,), eps=1e-06, elementwise_affine=True) (attn): Attention( (qkv): Linear(in_features=768, out_features=2304, bias=True) (attn_drop): Dropout(p=0.0, inplace=False) (proj): Linear(in_features=768, out_features=768, bias=True) (proj_drop): Dropout(p=0.0, inplace=False) ) (drop_path): Identity() (norm2): LayerNorm((768,), eps=1e-06, elementwise_affine=True) (mlp): Mlp( (fc1): Linear(in_features=768, out_features=3072, bias=True) (act): GELU(approximate='none') (fc2): Linear(in_features=3072, out_features=768, bias=True) (drop): Dropout(p=0.0, inplace=False) ) ) (10): Block( (norm1): LayerNorm((768,), eps=1e-06, elementwise_affine=True) (attn): Attention( (qkv): Linear(in_features=768, out_features=2304, bias=True) (attn_drop): Dropout(p=0.0, inplace=False) (proj): Linear(in_features=768, out_features=768, bias=True) (proj_drop): Dropout(p=0.0, inplace=False) ) (drop_path): Identity() (norm2): LayerNorm((768,), eps=1e-06, elementwise_affine=True) (mlp): Mlp( (fc1): Linear(in_features=768, out_features=3072, bias=True) (act): GELU(approximate='none') (fc2): Linear(in_features=3072, out_features=768, bias=True) (drop): Dropout(p=0.0, inplace=False) ) ) (11): Block( (norm1): LayerNorm((768,), eps=1e-06, elementwise_affine=True) (attn): Attention( (qkv): Linear(in_features=768, out_features=2304, bias=True) (attn_drop): Dropout(p=0.0, inplace=False) (proj): Linear(in_features=768, out_features=768, bias=True) (proj_drop): Dropout(p=0.0, inplace=False) ) (drop_path): Identity() (norm2): LayerNorm((768,), eps=1e-06, elementwise_affine=True) (mlp): Mlp( (fc1): Linear(in_features=768, out_features=3072, bias=True) (act): GELU(approximate='none') (fc2): Linear(in_features=3072, out_features=768, bias=True) (drop): Dropout(p=0.0, inplace=False) ) ) ) (norm): LayerNorm((768,), eps=1e-06, elementwise_affine=True) (projector): BYOLMLP( (projection_head): Sequential( (0): Linear(in_features=768, out_features=4096, bias=True) (1): LayerNorm((4096,), eps=1e-05, elementwise_affine=True) (2): ReLU(inplace=True) (3): Linear(in_features=4096, out_features=256, bias=True) ) ) (rep_decoder_embed): Linear(in_features=768, out_features=768, bias=True) (rep_decoder_blocks): ModuleList( (0): Block( (norm1): LayerNorm((768,), eps=1e-06, elementwise_affine=True) (attn): Attention( (qkv): Linear(in_features=768, out_features=2304, bias=True) (attn_drop): Dropout(p=0.0, inplace=False) (proj): Linear(in_features=768, out_features=768, bias=True) (proj_drop): Dropout(p=0.0, inplace=False) ) (drop_path): Identity() (norm2): LayerNorm((768,), eps=1e-06, elementwise_affine=True) (mlp): Mlp( (fc1): Linear(in_features=768, out_features=3072, bias=True) (act): GELU(approximate='none') (fc2): Linear(in_features=3072, out_features=768, bias=True) (drop): Dropout(p=0.0, inplace=False) ) ) (1): Block( (norm1): LayerNorm((768,), eps=1e-06, elementwise_affine=True) (attn): Attention( (qkv): Linear(in_features=768, out_features=2304, bias=True) (attn_drop): Dropout(p=0.0, inplace=False) (proj): Linear(in_features=768, out_features=768, bias=True) (proj_drop): Dropout(p=0.0, inplace=False) ) (drop_path): Identity() (norm2): LayerNorm((768,), eps=1e-06, elementwise_affine=True) (mlp): Mlp( (fc1): Linear(in_features=768, out_features=3072, bias=True) (act): GELU(approximate='none') (fc2): Linear(in_features=3072, out_features=768, bias=True) (drop): Dropout(p=0.0, inplace=False) ) ) ) (rep_decoder_norm): LayerNorm((768,), eps=1e-06, elementwise_affine=True) (rep_decoder_pred): Linear(in_features=768, out_features=768, bias=True) ) [15:36:00.711089] base lr: 1.50e-04 [15:36:00.711097] actual lr: 2.40e-03 [15:36:00.711103] Number of training steps = 2904 [15:36:00.711108] accumulate grad iterations: 4 [15:36:00.711113] effective batch size: 4096 [15:36:00.754935] AdamW ( Parameter Group 0 amsgrad: False betas: (0.9, 0.95) capturable: False eps: 1e-08 foreach: None lr: 0.0024 maximize: False weight_decay: 0.0 Parameter Group 1 amsgrad: False betas: (0.9, 0.95) capturable: False eps: 1e-08 foreach: None lr: 0.0024 maximize: False weight_decay: 0.05 ) [15:36:00.755023] Start training for 800 epochs [15:36:00.755065] Set warmup steps = 0 [15:36:04.582153] log_dir: ./checkpoint/VF2_ViT-B [15:36:29.162935] Epoch: [0] [ 0/2904] eta: 19:49:38 lr: 0.000000 loss: 1.8576 (1.8576) loss_rec_all: 1.8481 (1.8481) loss_rec_sfr: 1.8370 (1.8370) loss_cl: -0.0333 (-0.0333) time: 24.5795 data: 22.7238 max mem: 28365 [15:36:54.510006] Epoch: [0] [ 20/2904] eta: 1:54:16 lr: 0.000000 loss: 1.8552 (1.8548) loss_rec_all: 1.8454 (1.8454) loss_rec_sfr: 1.8417 (1.8516) loss_cl: -0.0355 (-0.0355) time: 1.2673 data: 0.0003 max mem: 29860 [15:37:10.176355] Epoch: [0] [ 40/2904] eta: 1:16:21 lr: 0.000001 loss: 1.8267 (1.8409) loss_rec_all: 1.8183 (1.8319) loss_rec_sfr: 1.8067 (1.8346) loss_cl: -0.0425 (-0.0389) time: 0.7833 data: 0.0004 max mem: 29860 [15:37:25.132161] Epoch: [0] [ 60/2904] eta: 1:02:35 lr: 0.000001 loss: 1.7721 (1.8170) loss_rec_all: 1.7655 (1.8088) loss_rec_sfr: 1.7641 (1.8107) loss_cl: -0.0567 (-0.0448) time: 0.7477 data: 0.0004 max mem: 29860 [15:37:40.254878] Epoch: [0] [ 80/2904] eta: 0:55:35 lr: 0.000002 loss: 1.6888 (1.7848) loss_rec_all: 1.6847 (1.7777) loss_rec_sfr: 1.6807 (1.7779) loss_cl: -0.0778 (-0.0531) time: 0.7560 data: 0.0004 max mem: 29860 [15:37:55.197386] Epoch: [0] [ 100/2904] eta: 0:51:10 lr: 0.000002 loss: 1.5954 (1.7469) loss_rec_all: 1.5945 (1.7410) loss_rec_sfr: 1.5812 (1.7400) loss_cl: -0.1027 (-0.0631) time: 0.7470 data: 0.0005 max mem: 29860 [15:38:10.222935] Epoch: [0] [ 120/2904] eta: 0:48:10 lr: 0.000002 loss: 1.5057 (1.7069) loss_rec_all: 1.5079 (1.7023) loss_rec_sfr: 1.5014 (1.7010) loss_cl: -0.1268 (-0.0735) time: 0.7511 data: 0.0005 max mem: 29860 [15:38:25.206198] Epoch: [0] [ 140/2904] eta: 0:45:56 lr: 0.000003 loss: 1.4272 (1.6669) loss_rec_all: 1.4316 (1.6636) loss_rec_sfr: 1.4302 (1.6622) loss_cl: -0.1445 (-0.0836) time: 0.7491 data: 0.0004 max mem: 29860 [15:38:40.174986] Epoch: [0] [ 160/2904] eta: 0:44:11 lr: 0.000003 loss: 1.3578 (1.6284) loss_rec_all: 1.3647 (1.6264) loss_rec_sfr: 1.3618 (1.6248) loss_cl: -0.1631 (-0.0934) time: 0.7483 data: 0.0003 max mem: 29860 [15:38:55.148227] Epoch: [0] [ 180/2904] eta: 0:42:46 lr: 0.000004 loss: 1.3009 (1.5921) loss_rec_all: 1.3096 (1.5913) loss_rec_sfr: 1.3023 (1.5896) loss_cl: -0.1789 (-0.1028) time: 0.7486 data: 0.0004 max mem: 29860 [15:39:10.172300] Epoch: [0] [ 200/2904] eta: 0:41:36 lr: 0.000004 loss: 1.2521 (1.5583) loss_rec_all: 1.2628 (1.5586) loss_rec_sfr: 1.2632 (1.5570) loss_cl: -0.1953 (-0.1120) time: 0.7511 data: 0.0004 max mem: 29860 [15:39:25.176398] Epoch: [0] [ 220/2904] eta: 0:40:35 lr: 0.000005 loss: 1.2105 (1.5268) loss_rec_all: 1.2232 (1.5282) loss_rec_sfr: 1.2232 (1.5270) loss_cl: -0.2122 (-0.1210) time: 0.7500 data: 0.0004 max mem: 29860 [15:39:40.192818] Epoch: [0] [ 240/2904] eta: 0:39:43 lr: 0.000005 loss: 1.1738 (1.4976) loss_rec_all: 1.1881 (1.5001) loss_rec_sfr: 1.1904 (1.4992) loss_cl: -0.2265 (-0.1297) time: 0.7508 data: 0.0004 max mem: 29860 [15:39:55.164583] Epoch: [0] [ 260/2904] eta: 0:38:55 lr: 0.000005 loss: 1.1442 (1.4705) loss_rec_all: 1.1594 (1.4740) loss_rec_sfr: 1.1644 (1.4736) loss_cl: -0.2366 (-0.1379) time: 0.7485 data: 0.0003 max mem: 29860 [15:40:10.122722] Epoch: [0] [ 280/2904] eta: 0:38:12 lr: 0.000006 loss: 1.1153 (1.4454) loss_rec_all: 1.1320 (1.4498) loss_rec_sfr: 1.1364 (1.4498) loss_cl: -0.2448 (-0.1455) time: 0.7478 data: 0.0003 max mem: 29860 [15:40:25.093558] Epoch: [0] [ 300/2904] eta: 0:37:33 lr: 0.000006 loss: 1.0948 (1.4221) loss_rec_all: 1.1122 (1.4274) loss_rec_sfr: 1.1169 (1.4278) loss_cl: -0.2540 (-0.1528) time: 0.7485 data: 0.0003 max mem: 29860 [15:40:40.029267] Epoch: [0] [ 320/2904] eta: 0:36:57 lr: 0.000007 loss: 1.0719 (1.4003) loss_rec_all: 1.0906 (1.4064) loss_rec_sfr: 1.0957 (1.4072) loss_cl: -0.2624 (-0.1596) time: 0.7467 data: 0.0002 max mem: 29860 [15:40:54.958593] Epoch: [0] [ 340/2904] eta: 0:36:23 lr: 0.000007 loss: 1.0523 (1.3799) loss_rec_all: 1.0714 (1.3868) loss_rec_sfr: 1.0810 (1.3881) loss_cl: -0.2657 (-0.1658) time: 0.7464 data: 0.0002 max mem: 29860 [15:41:09.890254] Epoch: [0] [ 360/2904] eta: 0:35:51 lr: 0.000007 loss: 1.0346 (1.3609) loss_rec_all: 1.0540 (1.3685) loss_rec_sfr: 1.0614 (1.3702) loss_cl: -0.2678 (-0.1714) time: 0.7465 data: 0.0002 max mem: 29860 [15:41:24.808051] Epoch: [0] [ 380/2904] eta: 0:35:21 lr: 0.000008 loss: 1.0185 (1.3430) loss_rec_all: 1.0385 (1.3512) loss_rec_sfr: 1.0479 (1.3534) loss_cl: -0.2711 (-0.1766) time: 0.7458 data: 0.0002 max mem: 29860 [15:41:39.731666] Epoch: [0] [ 400/2904] eta: 0:34:52 lr: 0.000008 loss: 1.0025 (1.3261) loss_rec_all: 1.0223 (1.3349) loss_rec_sfr: 1.0419 (1.3378) loss_cl: -0.2702 (-0.1812) time: 0.7461 data: 0.0002 max mem: 29860 [15:41:54.652164] Epoch: [0] [ 420/2904] eta: 0:34:25 lr: 0.000009 loss: 0.9898 (1.3102) loss_rec_all: 1.0096 (1.3194) loss_rec_sfr: 1.0207 (1.3228) loss_cl: -0.2707 (-0.1854) time: 0.7460 data: 0.0002 max mem: 29860 [15:42:09.573646] Epoch: [0] [ 440/2904] eta: 0:33:59 lr: 0.000009 loss: 0.9774 (1.2951) loss_rec_all: 0.9976 (1.3048) loss_rec_sfr: 1.0146 (1.3089) loss_cl: -0.2718 (-0.1893) time: 0.7460 data: 0.0002 max mem: 29860 [15:42:24.491949] Epoch: [0] [ 460/2904] eta: 0:33:33 lr: 0.000010 loss: 0.9661 (1.2808) loss_rec_all: 0.9860 (1.2910) loss_rec_sfr: 1.0042 (1.2959) loss_cl: -0.2722 (-0.1928) time: 0.7459 data: 0.0002 max mem: 29860 [15:42:39.418566] Epoch: [0] [ 480/2904] eta: 0:33:09 lr: 0.000010 loss: 0.9497 (1.2671) loss_rec_all: 0.9702 (1.2777) loss_rec_sfr: 0.9905 (1.2832) loss_cl: -0.2732 (-0.1962) time: 0.7463 data: 0.0002 max mem: 29860 [15:42:54.329277] Epoch: [0] [ 500/2904] eta: 0:32:45 lr: 0.000010 loss: 0.9381 (1.2541) loss_rec_all: 0.9587 (1.2651) loss_rec_sfr: 0.9836 (1.2712) loss_cl: -0.2745 (-0.1992) time: 0.7455 data: 0.0002 max mem: 29860 [15:43:09.245790] Epoch: [0] [ 520/2904] eta: 0:32:23 lr: 0.000011 loss: 0.9283 (1.2416) loss_rec_all: 0.9492 (1.2530) loss_rec_sfr: 0.9768 (1.2598) loss_cl: -0.2743 (-0.2021) time: 0.7458 data: 0.0002 max mem: 29860 [15:43:24.161449] Epoch: [0] [ 540/2904] eta: 0:32:00 lr: 0.000011 loss: 0.9176 (1.2297) loss_rec_all: 0.9382 (1.2414) loss_rec_sfr: 0.9565 (1.2485) loss_cl: -0.2749 (-0.2048) time: 0.7457 data: 0.0002 max mem: 29860 [15:43:39.076242] Epoch: [0] [ 560/2904] eta: 0:31:38 lr: 0.000012 loss: 0.9080 (1.2182) loss_rec_all: 0.9283 (1.2303) loss_rec_sfr: 0.9619 (1.2383) loss_cl: -0.2742 (-0.2072) time: 0.7457 data: 0.0002 max mem: 29860 [15:43:53.992048] Epoch: [0] [ 580/2904] eta: 0:31:17 lr: 0.000012 loss: 0.8976 (1.2072) loss_rec_all: 0.9184 (1.2195) loss_rec_sfr: 0.9537 (1.2286) loss_cl: -0.2753 (-0.2096) time: 0.7457 data: 0.0002 max mem: 29860 [15:44:08.913330] Epoch: [0] [ 600/2904] eta: 0:30:56 lr: 0.000012 loss: 0.8891 (1.1966) loss_rec_all: 0.9102 (1.2093) loss_rec_sfr: 0.9505 (1.2191) loss_cl: -0.2764 (-0.2118) time: 0.7460 data: 0.0002 max mem: 29860 [15:44:23.831080] Epoch: [0] [ 620/2904] eta: 0:30:36 lr: 0.000013 loss: 0.8838 (1.1866) loss_rec_all: 0.9052 (1.1995) loss_rec_sfr: 0.9452 (1.2100) loss_cl: -0.2786 (-0.2139) time: 0.7458 data: 0.0002 max mem: 29860 [15:44:38.743497] Epoch: [0] [ 640/2904] eta: 0:30:15 lr: 0.000013 loss: 0.8785 (1.1769) loss_rec_all: 0.8995 (1.1901) loss_rec_sfr: 0.9469 (1.2014) loss_cl: -0.2775 (-0.2158) time: 0.7456 data: 0.0002 max mem: 29860 [15:44:53.664418] Epoch: [0] [ 660/2904] eta: 0:29:56 lr: 0.000014 loss: 0.8642 (1.1675) loss_rec_all: 0.8849 (1.1809) loss_rec_sfr: 0.9353 (1.1929) loss_cl: -0.2752 (-0.2176) time: 0.7460 data: 0.0002 max mem: 29860 [15:45:08.584801] Epoch: [0] [ 680/2904] eta: 0:29:36 lr: 0.000014 loss: 0.8598 (1.1585) loss_rec_all: 0.8810 (1.1721) loss_rec_sfr: 0.9387 (1.1853) loss_cl: -0.2757 (-0.2193) time: 0.7460 data: 0.0002 max mem: 29860 [15:45:23.500912] Epoch: [0] [ 700/2904] eta: 0:29:17 lr: 0.000014 loss: 0.8557 (1.1499) loss_rec_all: 0.8767 (1.1637) loss_rec_sfr: 0.9350 (1.1779) loss_cl: -0.2755 (-0.2209) time: 0.7458 data: 0.0002 max mem: 29860 [15:45:38.425976] Epoch: [0] [ 720/2904] eta: 0:28:58 lr: 0.000015 loss: 0.8503 (1.1416) loss_rec_all: 0.8713 (1.1556) loss_rec_sfr: 0.9194 (1.1708) loss_cl: -0.2744 (-0.2223) time: 0.7462 data: 0.0002 max mem: 29860 [15:45:53.344186] Epoch: [0] [ 740/2904] eta: 0:28:39 lr: 0.000015 loss: 0.8445 (1.1336) loss_rec_all: 0.8662 (1.1478) loss_rec_sfr: 0.9204 (1.1637) loss_cl: -0.2756 (-0.2237) time: 0.7459 data: 0.0002 max mem: 29860 [15:46:08.259738] Epoch: [0] [ 760/2904] eta: 0:28:20 lr: 0.000016 loss: 0.8374 (1.1259) loss_rec_all: 0.8586 (1.1403) loss_rec_sfr: 0.9156 (1.1571) loss_cl: -0.2744 (-0.2251) time: 0.7457 data: 0.0002 max mem: 29860 [15:46:23.176114] Epoch: [0] [ 780/2904] eta: 0:28:02 lr: 0.000016 loss: 0.8323 (1.1184) loss_rec_all: 0.8536 (1.1330) loss_rec_sfr: 0.9124 (1.1510) loss_cl: -0.2757 (-0.2263) time: 0.7458 data: 0.0002 max mem: 29860 [15:46:38.089570] Epoch: [0] [ 800/2904] eta: 0:27:43 lr: 0.000017 loss: 0.8285 (1.1112) loss_rec_all: 0.8495 (1.1260) loss_rec_sfr: 0.9195 (1.1450) loss_cl: -0.2764 (-0.2276) time: 0.7456 data: 0.0002 max mem: 29860 [15:46:53.004732] Epoch: [0] [ 820/2904] eta: 0:27:25 lr: 0.000017 loss: 0.8201 (1.1042) loss_rec_all: 0.8410 (1.1191) loss_rec_sfr: 0.9175 (1.1393) loss_cl: -0.2770 (-0.2288) time: 0.7457 data: 0.0002 max mem: 29860 [15:47:07.917415] Epoch: [0] [ 840/2904] eta: 0:27:07 lr: 0.000017 loss: 0.8129 (1.0974) loss_rec_all: 0.8346 (1.1124) loss_rec_sfr: 0.8846 (1.1332) loss_cl: -0.2777 (-0.2299) time: 0.7456 data: 0.0002 max mem: 29860 [15:47:22.832677] Epoch: [0] [ 860/2904] eta: 0:26:50 lr: 0.000018 loss: 0.8027 (1.0906) loss_rec_all: 0.8239 (1.1058) loss_rec_sfr: 0.9140 (1.1278) loss_cl: -0.2761 (-0.2310) time: 0.7457 data: 0.0002 max mem: 29860 [15:47:37.753316] Epoch: [0] [ 880/2904] eta: 0:26:32 lr: 0.000018 loss: 0.8046 (1.0843) loss_rec_all: 0.8256 (1.0996) loss_rec_sfr: 0.9146 (1.1230) loss_cl: -0.2743 (-0.2319) time: 0.7460 data: 0.0002 max mem: 29860 [15:47:52.673416] Epoch: [0] [ 900/2904] eta: 0:26:14 lr: 0.000019 loss: 0.7916 (1.0779) loss_rec_all: 0.8130 (1.0933) loss_rec_sfr: 0.9062 (1.1182) loss_cl: -0.2743 (-0.2329) time: 0.7460 data: 0.0002 max mem: 29860 [15:48:07.604181] Epoch: [0] [ 920/2904] eta: 0:25:57 lr: 0.000019 loss: 0.7860 (1.0716) loss_rec_all: 0.8067 (1.0872) loss_rec_sfr: 0.9194 (1.1138) loss_cl: -0.2754 (-0.2338) time: 0.7465 data: 0.0002 max mem: 29860 [15:48:22.526174] Epoch: [0] [ 940/2904] eta: 0:25:40 lr: 0.000019 loss: 0.7820 (1.0655) loss_rec_all: 0.8027 (1.0812) loss_rec_sfr: 0.8919 (1.1093) loss_cl: -0.2749 (-0.2347) time: 0.7461 data: 0.0002 max mem: 29860 [15:48:37.456460] Epoch: [0] [ 960/2904] eta: 0:25:22 lr: 0.000020 loss: 0.7721 (1.0594) loss_rec_all: 0.7940 (1.0752) loss_rec_sfr: 0.8825 (1.1045) loss_cl: -0.2764 (-0.2355) time: 0.7465 data: 0.0002 max mem: 29860 [15:48:52.373171] Epoch: [0] [ 980/2904] eta: 0:25:05 lr: 0.000020 loss: 0.7676 (1.0534) loss_rec_all: 0.7889 (1.0693) loss_rec_sfr: 0.8848 (1.1001) loss_cl: -0.2768 (-0.2364) time: 0.7458 data: 0.0002 max mem: 29860 [15:49:07.298956] Epoch: [0] [1000/2904] eta: 0:24:48 lr: 0.000021 loss: 0.7619 (1.0477) loss_rec_all: 0.7839 (1.0638) loss_rec_sfr: 0.9135 (1.0961) loss_cl: -0.2765 (-0.2372) time: 0.7462 data: 0.0002 max mem: 29860 [15:49:22.223734] Epoch: [0] [1020/2904] eta: 0:24:31 lr: 0.000021 loss: 0.7574 (1.0421) loss_rec_all: 0.7791 (1.0583) loss_rec_sfr: 0.8777 (1.0916) loss_cl: -0.2773 (-0.2379) time: 0.7462 data: 0.0002 max mem: 29860 [15:49:37.145886] Epoch: [0] [1040/2904] eta: 0:24:14 lr: 0.000021 loss: 0.7511 (1.0366) loss_rec_all: 0.7734 (1.0529) loss_rec_sfr: 0.8740 (1.0876) loss_cl: -0.2763 (-0.2387) time: 0.7461 data: 0.0002 max mem: 29860 [15:49:52.065814] Epoch: [0] [1060/2904] eta: 0:23:58 lr: 0.000022 loss: 0.7589 (1.0314) loss_rec_all: 0.7803 (1.0477) loss_rec_sfr: 0.8720 (1.0836) loss_cl: -0.2765 (-0.2394) time: 0.7460 data: 0.0002 max mem: 29860 [15:50:06.985882] Epoch: [0] [1080/2904] eta: 0:23:41 lr: 0.000022 loss: 0.7563 (1.0263) loss_rec_all: 0.7778 (1.0428) loss_rec_sfr: 0.8750 (1.0797) loss_cl: -0.2763 (-0.2400) time: 0.7460 data: 0.0002 max mem: 29860 [15:50:21.900830] Epoch: [0] [1100/2904] eta: 0:23:24 lr: 0.000023 loss: 0.7452 (1.0213) loss_rec_all: 0.7661 (1.0378) loss_rec_sfr: 0.9005 (1.0762) loss_cl: -0.2760 (-0.2407) time: 0.7457 data: 0.0002 max mem: 29860 [15:50:36.816048] Epoch: [0] [1120/2904] eta: 0:23:07 lr: 0.000023 loss: 0.7481 (1.0165) loss_rec_all: 0.7691 (1.0331) loss_rec_sfr: 0.8991 (1.0728) loss_cl: -0.2776 (-0.2413) time: 0.7457 data: 0.0002 max mem: 29860 [15:50:51.741076] Epoch: [0] [1140/2904] eta: 0:22:51 lr: 0.000024 loss: 0.7461 (1.0118) loss_rec_all: 0.7674 (1.0285) loss_rec_sfr: 0.8609 (1.0691) loss_cl: -0.2788 (-0.2420) time: 0.7462 data: 0.0002 max mem: 29860 [15:51:06.657176] Epoch: [0] [1160/2904] eta: 0:22:34 lr: 0.000024 loss: 0.7567 (1.0074) loss_rec_all: 0.7784 (1.0242) loss_rec_sfr: 0.8737 (1.0659) loss_cl: -0.2745 (-0.2425) time: 0.7458 data: 0.0002 max mem: 29860 [15:51:21.573852] Epoch: [0] [1180/2904] eta: 0:22:18 lr: 0.000024 loss: 0.7388 (1.0029) loss_rec_all: 0.7607 (1.0198) loss_rec_sfr: 0.8840 (1.0628) loss_cl: -0.2750 (-0.2430) time: 0.7458 data: 0.0002 max mem: 29860 [15:51:36.488291] Epoch: [0] [1200/2904] eta: 0:22:02 lr: 0.000025 loss: 0.7436 (0.9986) loss_rec_all: 0.7653 (1.0155) loss_rec_sfr: 0.8822 (1.0598) loss_cl: -0.2775 (-0.2436) time: 0.7457 data: 0.0002 max mem: 29860 [15:51:51.401681] Epoch: [0] [1220/2904] eta: 0:21:45 lr: 0.000025 loss: 0.7405 (0.9944) loss_rec_all: 0.7623 (1.0114) loss_rec_sfr: 0.8927 (1.0570) loss_cl: -0.2765 (-0.2441) time: 0.7456 data: 0.0002 max mem: 29860 [15:52:06.317782] Epoch: [0] [1240/2904] eta: 0:21:29 lr: 0.000026 loss: 0.7364 (0.9903) loss_rec_all: 0.7580 (1.0074) loss_rec_sfr: 0.8653 (1.0542) loss_cl: -0.2768 (-0.2446) time: 0.7458 data: 0.0002 max mem: 29860 [15:52:21.232211] Epoch: [0] [1260/2904] eta: 0:21:13 lr: 0.000026 loss: 0.7367 (0.9863) loss_rec_all: 0.7583 (1.0035) loss_rec_sfr: 0.8898 (1.0515) loss_cl: -0.2755 (-0.2451) time: 0.7457 data: 0.0002 max mem: 29860 [15:52:36.151068] Epoch: [0] [1280/2904] eta: 0:20:56 lr: 0.000026 loss: 0.7331 (0.9823) loss_rec_all: 0.7551 (0.9995) loss_rec_sfr: 0.8626 (1.0488) loss_cl: -0.2772 (-0.2456) time: 0.7459 data: 0.0002 max mem: 29860 [15:52:51.067429] Epoch: [0] [1300/2904] eta: 0:20:40 lr: 0.000027 loss: 0.7286 (0.9784) loss_rec_all: 0.7500 (0.9957) loss_rec_sfr: 0.8377 (1.0459) loss_cl: -0.2766 (-0.2461) time: 0.7458 data: 0.0002 max mem: 29860 [15:53:05.995027] Epoch: [0] [1320/2904] eta: 0:20:24 lr: 0.000027 loss: 0.7273 (0.9747) loss_rec_all: 0.7490 (0.9920) loss_rec_sfr: 0.8605 (1.0432) loss_cl: -0.2766 (-0.2466) time: 0.7463 data: 0.0002 max mem: 29860 [15:53:20.932184] Epoch: [0] [1340/2904] eta: 0:20:08 lr: 0.000028 loss: 0.7276 (0.9711) loss_rec_all: 0.7499 (0.9885) loss_rec_sfr: 0.8419 (1.0405) loss_cl: -0.2767 (-0.2470) time: 0.7468 data: 0.0002 max mem: 29860 [15:53:35.865988] Epoch: [0] [1360/2904] eta: 0:19:52 lr: 0.000028 loss: 0.7256 (0.9676) loss_rec_all: 0.7468 (0.9851) loss_rec_sfr: 0.8851 (1.0383) loss_cl: -0.2758 (-0.2474) time: 0.7466 data: 0.0002 max mem: 29860 [15:53:50.794979] Epoch: [0] [1380/2904] eta: 0:19:36 lr: 0.000029 loss: 0.7289 (0.9642) loss_rec_all: 0.7506 (0.9817) loss_rec_sfr: 0.8680 (1.0360) loss_cl: -0.2760 (-0.2478) time: 0.7464 data: 0.0002 max mem: 29860 [15:54:05.715957] Epoch: [0] [1400/2904] eta: 0:19:20 lr: 0.000029 loss: 0.7224 (0.9607) loss_rec_all: 0.7444 (0.9783) loss_rec_sfr: 0.8643 (1.0337) loss_cl: -0.2783 (-0.2483) time: 0.7460 data: 0.0002 max mem: 29860 [15:54:20.637277] Epoch: [0] [1420/2904] eta: 0:19:04 lr: 0.000029 loss: 0.7215 (0.9574) loss_rec_all: 0.7428 (0.9751) loss_rec_sfr: 0.8642 (1.0314) loss_cl: -0.2772 (-0.2487) time: 0.7460 data: 0.0002 max mem: 29860 [15:54:35.557336] Epoch: [0] [1440/2904] eta: 0:18:48 lr: 0.000030 loss: 0.7284 (0.9543) loss_rec_all: 0.7499 (0.9720) loss_rec_sfr: 0.8783 (1.0293) loss_cl: -0.2756 (-0.2490) time: 0.7459 data: 0.0002 max mem: 29860 [15:54:50.475586] Epoch: [0] [1460/2904] eta: 0:18:32 lr: 0.000030 loss: 0.7238 (0.9512) loss_rec_all: 0.7462 (0.9690) loss_rec_sfr: 0.8709 (1.0272) loss_cl: -0.2764 (-0.2494) time: 0.7459 data: 0.0002 max mem: 29860 [15:55:05.394381] Epoch: [0] [1480/2904] eta: 0:18:16 lr: 0.000031 loss: 0.7212 (0.9482) loss_rec_all: 0.7426 (0.9660) loss_rec_sfr: 0.8732 (1.0251) loss_cl: -0.2762 (-0.2498) time: 0.7459 data: 0.0002 max mem: 29860 [15:55:20.307182] Epoch: [0] [1500/2904] eta: 0:18:00 lr: 0.000031 loss: 0.7183 (0.9451) loss_rec_all: 0.7399 (0.9630) loss_rec_sfr: 0.8736 (1.0230) loss_cl: -0.2754 (-0.2501) time: 0.7456 data: 0.0002 max mem: 29860 [15:55:35.220956] Epoch: [0] [1520/2904] eta: 0:17:45 lr: 0.000031 loss: 0.7186 (0.9422) loss_rec_all: 0.7399 (0.9601) loss_rec_sfr: 0.8856 (1.0209) loss_cl: -0.2772 (-0.2505) time: 0.7456 data: 0.0002 max mem: 29860 [15:55:50.150361] Epoch: [0] [1540/2904] eta: 0:17:29 lr: 0.000032 loss: 0.7166 (0.9394) loss_rec_all: 0.7380 (0.9573) loss_rec_sfr: 0.8714 (1.0191) loss_cl: -0.2753 (-0.2508) time: 0.7464 data: 0.0002 max mem: 29860 [15:56:05.075985] Epoch: [0] [1560/2904] eta: 0:17:13 lr: 0.000032 loss: 0.7143 (0.9365) loss_rec_all: 0.7363 (0.9545) loss_rec_sfr: 0.8316 (1.0172) loss_cl: -0.2772 (-0.2511) time: 0.7462 data: 0.0002 max mem: 29860 [15:56:20.005835] Epoch: [0] [1580/2904] eta: 0:16:57 lr: 0.000033 loss: 0.7197 (0.9337) loss_rec_all: 0.7414 (0.9518) loss_rec_sfr: 0.8798 (1.0155) loss_cl: -0.2764 (-0.2514) time: 0.7464 data: 0.0002 max mem: 29860 [15:56:34.924323] Epoch: [0] [1600/2904] eta: 0:16:42 lr: 0.000033 loss: 0.7142 (0.9310) loss_rec_all: 0.7359 (0.9491) loss_rec_sfr: 0.8082 (1.0133) loss_cl: -0.2775 (-0.2518) time: 0.7459 data: 0.0002 max mem: 29860 [15:56:49.847973] Epoch: [0] [1620/2904] eta: 0:16:26 lr: 0.000033 loss: 0.7100 (0.9283) loss_rec_all: 0.7323 (0.9465) loss_rec_sfr: 0.8617 (1.0115) loss_cl: -0.2752 (-0.2521) time: 0.7461 data: 0.0002 max mem: 29860 [15:57:04.773208] Epoch: [0] [1640/2904] eta: 0:16:10 lr: 0.000034 loss: 0.7067 (0.9257) loss_rec_all: 0.7284 (0.9439) loss_rec_sfr: 0.8600 (1.0097) loss_cl: -0.2762 (-0.2523) time: 0.7462 data: 0.0002 max mem: 29860 [15:57:19.698285] Epoch: [0] [1660/2904] eta: 0:15:54 lr: 0.000034 loss: 0.7027 (0.9231) loss_rec_all: 0.7241 (0.9413) loss_rec_sfr: 0.8599 (1.0080) loss_cl: -0.2764 (-0.2526) time: 0.7462 data: 0.0002 max mem: 29860 [15:57:34.625918] Epoch: [0] [1680/2904] eta: 0:15:39 lr: 0.000035 loss: 0.7083 (0.9206) loss_rec_all: 0.7303 (0.9389) loss_rec_sfr: 0.8640 (1.0061) loss_cl: -0.2755 (-0.2529) time: 0.7463 data: 0.0002 max mem: 29860 [15:57:49.552851] Epoch: [0] [1700/2904] eta: 0:15:23 lr: 0.000035 loss: 0.7090 (0.9182) loss_rec_all: 0.7305 (0.9364) loss_rec_sfr: 0.8847 (1.0047) loss_cl: -0.2770 (-0.2532) time: 0.7463 data: 0.0002 max mem: 29860 [15:58:04.474913] Epoch: [0] [1720/2904] eta: 0:15:07 lr: 0.000036 loss: 0.6986 (0.9156) loss_rec_all: 0.7203 (0.9340) loss_rec_sfr: 0.8430 (1.0029) loss_cl: -0.2765 (-0.2535) time: 0.7461 data: 0.0002 max mem: 29860 [15:58:19.400267] Epoch: [0] [1740/2904] eta: 0:14:52 lr: 0.000036 loss: 0.7031 (0.9133) loss_rec_all: 0.7241 (0.9316) loss_rec_sfr: 0.8630 (1.0013) loss_cl: -0.2751 (-0.2537) time: 0.7462 data: 0.0002 max mem: 29860 [15:58:34.331006] Epoch: [0] [1760/2904] eta: 0:14:36 lr: 0.000036 loss: 0.6957 (0.9108) loss_rec_all: 0.7173 (0.9292) loss_rec_sfr: 0.8742 (1.0000) loss_cl: -0.2785 (-0.2540) time: 0.7465 data: 0.0002 max mem: 29860 [15:58:49.251816] Epoch: [0] [1780/2904] eta: 0:14:21 lr: 0.000037 loss: 0.7012 (0.9085) loss_rec_all: 0.7225 (0.9270) loss_rec_sfr: 0.8528 (0.9983) loss_cl: -0.2763 (-0.2542) time: 0.7460 data: 0.0002 max mem: 29860 [15:59:04.180158] Epoch: [0] [1800/2904] eta: 0:14:05 lr: 0.000037 loss: 0.6975 (0.9062) loss_rec_all: 0.7195 (0.9247) loss_rec_sfr: 0.8119 (0.9966) loss_cl: -0.2755 (-0.2545) time: 0.7464 data: 0.0002 max mem: 29860 [15:59:19.123171] Epoch: [0] [1820/2904] eta: 0:13:50 lr: 0.000038 loss: 0.7006 (0.9040) loss_rec_all: 0.7223 (0.9225) loss_rec_sfr: 0.8563 (0.9952) loss_cl: -0.2786 (-0.2547) time: 0.7471 data: 0.0002 max mem: 29860 [15:59:34.043272] Epoch: [0] [1840/2904] eta: 0:13:34 lr: 0.000038 loss: 0.6951 (0.9017) loss_rec_all: 0.7174 (0.9203) loss_rec_sfr: 0.8702 (0.9938) loss_cl: -0.2780 (-0.2550) time: 0.7460 data: 0.0002 max mem: 29860 [15:59:48.974399] Epoch: [0] [1860/2904] eta: 0:13:19 lr: 0.000038 loss: 0.6917 (0.8995) loss_rec_all: 0.7125 (0.9181) loss_rec_sfr: 0.8493 (0.9923) loss_cl: -0.2751 (-0.2552) time: 0.7465 data: 0.0002 max mem: 29860 [16:00:03.911011] Epoch: [0] [1880/2904] eta: 0:13:03 lr: 0.000039 loss: 0.6900 (0.8974) loss_rec_all: 0.7115 (0.9160) loss_rec_sfr: 0.8670 (0.9909) loss_cl: -0.2763 (-0.2554) time: 0.7468 data: 0.0002 max mem: 29860 [16:00:18.830902] Epoch: [0] [1900/2904] eta: 0:12:47 lr: 0.000039 loss: 0.6860 (0.8953) loss_rec_all: 0.7078 (0.9139) loss_rec_sfr: 0.8582 (0.9895) loss_cl: -0.2766 (-0.2557) time: 0.7460 data: 0.0002 max mem: 29860 [16:00:33.754607] Epoch: [0] [1920/2904] eta: 0:12:32 lr: 0.000040 loss: 0.6889 (0.8931) loss_rec_all: 0.7110 (0.9118) loss_rec_sfr: 0.8241 (0.9878) loss_cl: -0.2755 (-0.2559) time: 0.7461 data: 0.0002 max mem: 29860 [16:00:48.678797] Epoch: [0] [1940/2904] eta: 0:12:17 lr: 0.000040 loss: 0.6851 (0.8910) loss_rec_all: 0.7074 (0.9097) loss_rec_sfr: 0.8439 (0.9863) loss_cl: -0.2772 (-0.2561) time: 0.7462 data: 0.0002 max mem: 29860 [16:01:03.601975] Epoch: [0] [1960/2904] eta: 0:12:01 lr: 0.000040 loss: 0.6825 (0.8890) loss_rec_all: 0.7047 (0.9077) loss_rec_sfr: 0.8662 (0.9850) loss_cl: -0.2782 (-0.2563) time: 0.7461 data: 0.0002 max mem: 29860 [16:01:18.528279] Epoch: [0] [1980/2904] eta: 0:11:46 lr: 0.000041 loss: 0.6843 (0.8870) loss_rec_all: 0.7065 (0.9058) loss_rec_sfr: 0.8406 (0.9834) loss_cl: -0.2758 (-0.2565) time: 0.7463 data: 0.0002 max mem: 29860 [16:01:33.445326] Epoch: [0] [2000/2904] eta: 0:11:30 lr: 0.000041 loss: 0.6832 (0.8850) loss_rec_all: 0.7051 (0.9038) loss_rec_sfr: 0.8542 (0.9822) loss_cl: -0.2763 (-0.2567) time: 0.7458 data: 0.0002 max mem: 29860 [16:01:48.376989] Epoch: [0] [2020/2904] eta: 0:11:15 lr: 0.000042 loss: 0.6848 (0.8831) loss_rec_all: 0.7062 (0.9019) loss_rec_sfr: 0.8641 (0.9810) loss_cl: -0.2762 (-0.2569) time: 0.7465 data: 0.0002 max mem: 29860 [16:02:03.300157] Epoch: [0] [2040/2904] eta: 0:10:59 lr: 0.000042 loss: 0.6824 (0.8811) loss_rec_all: 0.7041 (0.9000) loss_rec_sfr: 0.8594 (0.9797) loss_cl: -0.2779 (-0.2571) time: 0.7461 data: 0.0002 max mem: 29860 [16:02:18.219341] Epoch: [0] [2060/2904] eta: 0:10:44 lr: 0.000043 loss: 0.6724 (0.8792) loss_rec_all: 0.6949 (0.8981) loss_rec_sfr: 0.8360 (0.9781) loss_cl: -0.2776 (-0.2573) time: 0.7459 data: 0.0002 max mem: 29860 [16:02:33.147905] Epoch: [0] [2080/2904] eta: 0:10:28 lr: 0.000043 loss: 0.6951 (0.8774) loss_rec_all: 0.7168 (0.8963) loss_rec_sfr: 0.8454 (0.9767) loss_cl: -0.2758 (-0.2575) time: 0.7464 data: 0.0002 max mem: 29860 [16:02:48.068829] Epoch: [0] [2100/2904] eta: 0:10:13 lr: 0.000043 loss: 0.6785 (0.8756) loss_rec_all: 0.6996 (0.8945) loss_rec_sfr: 0.8639 (0.9755) loss_cl: -0.2762 (-0.2576) time: 0.7460 data: 0.0002 max mem: 29860 [16:03:02.983495] Epoch: [0] [2120/2904] eta: 0:09:58 lr: 0.000044 loss: 0.6735 (0.8737) loss_rec_all: 0.6957 (0.8926) loss_rec_sfr: 0.8464 (0.9744) loss_cl: -0.2778 (-0.2578) time: 0.7457 data: 0.0002 max mem: 29860 [16:03:17.903385] Epoch: [0] [2140/2904] eta: 0:09:42 lr: 0.000044 loss: 0.6738 (0.8719) loss_rec_all: 0.6956 (0.8908) loss_rec_sfr: 0.8261 (0.9730) loss_cl: -0.2779 (-0.2580) time: 0.7459 data: 0.0002 max mem: 29860 [16:03:32.830183] Epoch: [0] [2160/2904] eta: 0:09:27 lr: 0.000045 loss: 0.6713 (0.8700) loss_rec_all: 0.6934 (0.8891) loss_rec_sfr: 0.8413 (0.9717) loss_cl: -0.2765 (-0.2582) time: 0.7463 data: 0.0002 max mem: 29860 [16:03:47.751399] Epoch: [0] [2180/2904] eta: 0:09:12 lr: 0.000045 loss: 0.6697 (0.8682) loss_rec_all: 0.6919 (0.8873) loss_rec_sfr: 0.8308 (0.9703) loss_cl: -0.2766 (-0.2583) time: 0.7460 data: 0.0002 max mem: 29860 [16:04:02.671713] Epoch: [0] [2200/2904] eta: 0:08:56 lr: 0.000045 loss: 0.6615 (0.8664) loss_rec_all: 0.6834 (0.8854) loss_rec_sfr: 0.8375 (0.9690) loss_cl: -0.2773 (-0.2585) time: 0.7460 data: 0.0002 max mem: 29860 [16:04:17.596677] Epoch: [0] [2220/2904] eta: 0:08:41 lr: 0.000046 loss: 0.6631 (0.8646) loss_rec_all: 0.6845 (0.8837) loss_rec_sfr: 0.8471 (0.9679) loss_cl: -0.2781 (-0.2587) time: 0.7462 data: 0.0002 max mem: 29860 [16:04:32.521175] Epoch: [0] [2240/2904] eta: 0:08:26 lr: 0.000046 loss: 0.6658 (0.8628) loss_rec_all: 0.6884 (0.8820) loss_rec_sfr: 0.8017 (0.9666) loss_cl: -0.2789 (-0.2589) time: 0.7462 data: 0.0002 max mem: 29860 [16:04:47.446794] Epoch: [0] [2260/2904] eta: 0:08:10 lr: 0.000047 loss: 0.6569 (0.8611) loss_rec_all: 0.6786 (0.8802) loss_rec_sfr: 0.8407 (0.9654) loss_cl: -0.2776 (-0.2590) time: 0.7462 data: 0.0002 max mem: 29860 [16:05:02.365895] Epoch: [0] [2280/2904] eta: 0:07:55 lr: 0.000047 loss: 0.6597 (0.8594) loss_rec_all: 0.6822 (0.8785) loss_rec_sfr: 0.7589 (0.9637) loss_cl: -0.2779 (-0.2592) time: 0.7459 data: 0.0002 max mem: 29860 [16:05:17.283140] Epoch: [0] [2300/2904] eta: 0:07:40 lr: 0.000048 loss: 0.6659 (0.8578) loss_rec_all: 0.6886 (0.8770) loss_rec_sfr: 0.8496 (0.9626) loss_cl: -0.2776 (-0.2593) time: 0.7458 data: 0.0002 max mem: 29860 [16:05:32.203875] Epoch: [0] [2320/2904] eta: 0:07:24 lr: 0.000048 loss: 0.6585 (0.8561) loss_rec_all: 0.6811 (0.8753) loss_rec_sfr: 0.8223 (0.9613) loss_cl: -0.2777 (-0.2595) time: 0.7460 data: 0.0002 max mem: 29860 [16:05:47.120569] Epoch: [0] [2340/2904] eta: 0:07:09 lr: 0.000048 loss: 0.6540 (0.8544) loss_rec_all: 0.6760 (0.8736) loss_rec_sfr: 0.8297 (0.9602) loss_cl: -0.2776 (-0.2596) time: 0.7458 data: 0.0002 max mem: 29860 [16:06:02.044558] Epoch: [0] [2360/2904] eta: 0:06:54 lr: 0.000049 loss: 0.6617 (0.8528) loss_rec_all: 0.6842 (0.8720) loss_rec_sfr: 0.8370 (0.9591) loss_cl: -0.2770 (-0.2598) time: 0.7461 data: 0.0002 max mem: 29860 [16:06:16.970090] Epoch: [0] [2380/2904] eta: 0:06:38 lr: 0.000049 loss: 0.6571 (0.8512) loss_rec_all: 0.6788 (0.8705) loss_rec_sfr: 0.8479 (0.9581) loss_cl: -0.2778 (-0.2599) time: 0.7462 data: 0.0002 max mem: 29860 [16:06:31.886605] Epoch: [0] [2400/2904] eta: 0:06:23 lr: 0.000050 loss: 0.6457 (0.8495) loss_rec_all: 0.6684 (0.8688) loss_rec_sfr: 0.8232 (0.9569) loss_cl: -0.2763 (-0.2600) time: 0.7458 data: 0.0002 max mem: 29860 [16:06:46.809401] Epoch: [0] [2420/2904] eta: 0:06:08 lr: 0.000050 loss: 0.6445 (0.8479) loss_rec_all: 0.6663 (0.8672) loss_rec_sfr: 0.7717 (0.9556) loss_cl: -0.2772 (-0.2602) time: 0.7461 data: 0.0002 max mem: 29860 [16:07:01.751439] Epoch: [0] [2440/2904] eta: 0:05:52 lr: 0.000050 loss: 0.6524 (0.8463) loss_rec_all: 0.6740 (0.8657) loss_rec_sfr: 0.8434 (0.9546) loss_cl: -0.2771 (-0.2603) time: 0.7471 data: 0.0002 max mem: 29860 [16:07:16.696981] Epoch: [0] [2460/2904] eta: 0:05:37 lr: 0.000051 loss: 0.6408 (0.8447) loss_rec_all: 0.6628 (0.8641) loss_rec_sfr: 0.8376 (0.9536) loss_cl: -0.2752 (-0.2604) time: 0.7472 data: 0.0002 max mem: 29860 [16:07:31.625129] Epoch: [0] [2480/2904] eta: 0:05:22 lr: 0.000051 loss: 0.6352 (0.8431) loss_rec_all: 0.6565 (0.8625) loss_rec_sfr: 0.8141 (0.9524) loss_cl: -0.2773 (-0.2606) time: 0.7464 data: 0.0002 max mem: 29860 [16:07:46.567693] Epoch: [0] [2500/2904] eta: 0:05:07 lr: 0.000052 loss: 0.6444 (0.8415) loss_rec_all: 0.6661 (0.8610) loss_rec_sfr: 0.8476 (0.9516) loss_cl: -0.2792 (-0.2607) time: 0.7471 data: 0.0002 max mem: 29860 [16:08:01.502769] Epoch: [0] [2520/2904] eta: 0:04:51 lr: 0.000052 loss: 0.6377 (0.8400) loss_rec_all: 0.6602 (0.8594) loss_rec_sfr: 0.8288 (0.9505) loss_cl: -0.2767 (-0.2608) time: 0.7467 data: 0.0002 max mem: 29860 [16:08:16.431297] Epoch: [0] [2540/2904] eta: 0:04:36 lr: 0.000052 loss: 0.6305 (0.8383) loss_rec_all: 0.6520 (0.8578) loss_rec_sfr: 0.8213 (0.9495) loss_cl: -0.2761 (-0.2610) time: 0.7464 data: 0.0002 max mem: 29860 [16:08:31.355239] Epoch: [0] [2560/2904] eta: 0:04:21 lr: 0.000053 loss: 0.6338 (0.8368) loss_rec_all: 0.6554 (0.8563) loss_rec_sfr: 0.8376 (0.9486) loss_cl: -0.2762 (-0.2611) time: 0.7461 data: 0.0003 max mem: 29860 [16:08:46.269689] Epoch: [0] [2580/2904] eta: 0:04:06 lr: 0.000053 loss: 0.6327 (0.8353) loss_rec_all: 0.6550 (0.8547) loss_rec_sfr: 0.8220 (0.9476) loss_cl: -0.2778 (-0.2612) time: 0.7457 data: 0.0002 max mem: 29860 [16:09:01.192690] Epoch: [0] [2600/2904] eta: 0:03:51 lr: 0.000054 loss: 0.6345 (0.8338) loss_rec_all: 0.6574 (0.8533) loss_rec_sfr: 0.7811 (0.9465) loss_cl: -0.2785 (-0.2613) time: 0.7461 data: 0.0002 max mem: 29860 [16:09:16.114543] Epoch: [0] [2620/2904] eta: 0:03:35 lr: 0.000054 loss: 0.6313 (0.8323) loss_rec_all: 0.6538 (0.8518) loss_rec_sfr: 0.8390 (0.9455) loss_cl: -0.2783 (-0.2615) time: 0.7460 data: 0.0002 max mem: 29860 [16:09:31.038677] Epoch: [0] [2640/2904] eta: 0:03:20 lr: 0.000055 loss: 0.6304 (0.8308) loss_rec_all: 0.6527 (0.8503) loss_rec_sfr: 0.7712 (0.9444) loss_cl: -0.2772 (-0.2616) time: 0.7462 data: 0.0002 max mem: 29860 [16:09:45.972612] Epoch: [0] [2660/2904] eta: 0:03:05 lr: 0.000055 loss: 0.6245 (0.8292) loss_rec_all: 0.6464 (0.8488) loss_rec_sfr: 0.8252 (0.9435) loss_cl: -0.2765 (-0.2617) time: 0.7467 data: 0.0002 max mem: 29860 [16:10:00.914428] Epoch: [0] [2680/2904] eta: 0:02:50 lr: 0.000055 loss: 0.6255 (0.8278) loss_rec_all: 0.6482 (0.8474) loss_rec_sfr: 0.8067 (0.9425) loss_cl: -0.2785 (-0.2618) time: 0.7470 data: 0.0002 max mem: 29860 [16:10:15.847279] Epoch: [0] [2700/2904] eta: 0:02:34 lr: 0.000056 loss: 0.6216 (0.8263) loss_rec_all: 0.6433 (0.8459) loss_rec_sfr: 0.8241 (0.9417) loss_cl: -0.2758 (-0.2619) time: 0.7466 data: 0.0002 max mem: 29860 [16:10:30.765803] Epoch: [0] [2720/2904] eta: 0:02:19 lr: 0.000056 loss: 0.6340 (0.8249) loss_rec_all: 0.6560 (0.8446) loss_rec_sfr: 0.8159 (0.9407) loss_cl: -0.2763 (-0.2620) time: 0.7459 data: 0.0002 max mem: 29860 [16:10:45.689435] Epoch: [0] [2740/2904] eta: 0:02:04 lr: 0.000057 loss: 0.6255 (0.8235) loss_rec_all: 0.6475 (0.8432) loss_rec_sfr: 0.8099 (0.9397) loss_cl: -0.2766 (-0.2621) time: 0.7461 data: 0.0002 max mem: 29860 [16:11:00.612934] Epoch: [0] [2760/2904] eta: 0:01:49 lr: 0.000057 loss: 0.6167 (0.8221) loss_rec_all: 0.6385 (0.8417) loss_rec_sfr: 0.8190 (0.9388) loss_cl: -0.2783 (-0.2622) time: 0.7461 data: 0.0002 max mem: 29860 [16:11:15.532195] Epoch: [0] [2780/2904] eta: 0:01:34 lr: 0.000057 loss: 0.6157 (0.8206) loss_rec_all: 0.6373 (0.8403) loss_rec_sfr: 0.7724 (0.9377) loss_cl: -0.2758 (-0.2623) time: 0.7459 data: 0.0002 max mem: 29860 [16:11:30.453588] Epoch: [0] [2800/2904] eta: 0:01:18 lr: 0.000058 loss: 0.6198 (0.8193) loss_rec_all: 0.6414 (0.8390) loss_rec_sfr: 0.8219 (0.9368) loss_cl: -0.2789 (-0.2624) time: 0.7460 data: 0.0002 max mem: 29860 [16:11:45.378119] Epoch: [0] [2820/2904] eta: 0:01:03 lr: 0.000058 loss: 0.6146 (0.8179) loss_rec_all: 0.6369 (0.8376) loss_rec_sfr: 0.8185 (0.9358) loss_cl: -0.2778 (-0.2625) time: 0.7462 data: 0.0002 max mem: 29860 [16:12:00.326716] Epoch: [0] [2840/2904] eta: 0:00:48 lr: 0.000059 loss: 0.6199 (0.8165) loss_rec_all: 0.6423 (0.8363) loss_rec_sfr: 0.7605 (0.9346) loss_cl: -0.2762 (-0.2626) time: 0.7474 data: 0.0024 max mem: 29860 [16:12:15.233744] Epoch: [0] [2860/2904] eta: 0:00:33 lr: 0.000059 loss: 0.6171 (0.8152) loss_rec_all: 0.6390 (0.8349) loss_rec_sfr: 0.8066 (0.9337) loss_cl: -0.2761 (-0.2627) time: 0.7453 data: 0.0001 max mem: 29860 [16:12:30.142872] Epoch: [0] [2880/2904] eta: 0:00:18 lr: 0.000060 loss: 0.6128 (0.8139) loss_rec_all: 0.6351 (0.8336) loss_rec_sfr: 0.8003 (0.9328) loss_cl: -0.2760 (-0.2628) time: 0.7454 data: 0.0001 max mem: 29860 [16:12:45.052136] Epoch: [0] [2900/2904] eta: 0:00:03 lr: 0.000060 loss: 0.6181 (0.8125) loss_rec_all: 0.6396 (0.8323) loss_rec_sfr: 0.7679 (0.9317) loss_cl: -0.2758 (-0.2629) time: 0.7454 data: 0.0001 max mem: 29860 [16:12:47.296065] Epoch: [0] [2903/2904] eta: 0:00:00 lr: 0.000060 loss: 0.6175 (0.8124) loss_rec_all: 0.6395 (0.8321) loss_rec_sfr: 0.7977 (0.9316) loss_cl: -0.2761 (-0.2629) time: 0.7454 data: 0.0001 max mem: 29860 [16:12:49.119831] Epoch: [0] Total time: 0:36:44 (0.7591 s / it) [16:12:49.128237] Averaged stats: lr: 0.000060 loss: 0.6175 (0.8148) loss_rec_all: 0.6395 (0.8321) loss_rec_sfr: 0.7977 (0.9340) loss_cl: -0.2761 (-0.2382) [16:12:51.938591] log_dir: ./checkpoint/VF2_ViT-B [16:13:03.417762] Epoch: [1] [ 0/2904] eta: 9:15:32 lr: 0.000060 loss: 0.6506 (0.6506) loss_rec_all: 0.6727 (0.6727) loss_rec_sfr: 0.7959 (0.7959) loss_cl: -0.2769 (-0.2769) time: 11.4782 data: 10.5861 max mem: 29860 [16:13:20.419655] Epoch: [1] [ 20/2904] eta: 1:05:11 lr: 0.000060 loss: 0.6091 (0.6191) loss_rec_all: 0.6314 (0.6411) loss_rec_sfr: 0.8171 (0.8179) loss_cl: -0.2775 (-0.2772) time: 0.8500 data: 0.0879 max mem: 29860 [16:13:35.303218] Epoch: [1] [ 40/2904] eta: 0:50:28 lr: 0.000061 loss: 0.6082 (0.6191) loss_rec_all: 0.6297 (0.6411) loss_rec_sfr: 0.8152 (0.8124) loss_cl: -0.2769 (-0.2770) time: 0.7441 data: 0.0002 max mem: 29860 [16:13:50.193650] Epoch: [1] [ 60/2904] eta: 0:45:15 lr: 0.000061 loss: 0.6134 (0.6187) loss_rec_all: 0.6357 (0.6408) loss_rec_sfr: 0.7938 (0.8081) loss_cl: -0.2764 (-0.2769) time: 0.7445 data: 0.0002 max mem: 29860 [16:14:05.086700] Epoch: [1] [ 80/2904] eta: 0:42:30 lr: 0.000062 loss: 0.6093 (0.6179) loss_rec_all: 0.6308 (0.6399) loss_rec_sfr: 0.8204 (0.8066) loss_cl: -0.2759 (-0.2767) time: 0.7446 data: 0.0002 max mem: 29860 [16:14:19.991636] Epoch: [1] [ 100/2904] eta: 0:40:44 lr: 0.000062 loss: 0.6069 (0.6173) loss_rec_all: 0.6286 (0.6394) loss_rec_sfr: 0.8016 (0.8029) loss_cl: -0.2776 (-0.2768) time: 0.7452 data: 0.0003 max mem: 29860 [16:14:34.911162] Epoch: [1] [ 120/2904] eta: 0:39:29 lr: 0.000062 loss: 0.6088 (0.6177) loss_rec_all: 0.6305 (0.6397) loss_rec_sfr: 0.8169 (0.8051) loss_cl: -0.2766 (-0.2768) time: 0.7459 data: 0.0002 max mem: 29860 [16:14:49.860295] Epoch: [1] [ 140/2904] eta: 0:38:31 lr: 0.000063 loss: 0.6073 (0.6167) loss_rec_all: 0.6295 (0.6388) loss_rec_sfr: 0.8188 (0.8062) loss_cl: -0.2769 (-0.2767) time: 0.7474 data: 0.0002 max mem: 29860 [16:15:04.779154] Epoch: [1] [ 160/2904] eta: 0:37:43 lr: 0.000063 loss: 0.6027 (0.6160) loss_rec_all: 0.6241 (0.6381) loss_rec_sfr: 0.7989 (0.8039) loss_cl: -0.2769 (-0.2767) time: 0.7459 data: 0.0002 max mem: 29860 [16:15:19.878524] Epoch: [1] [ 180/2904] eta: 0:37:06 lr: 0.000064 loss: 0.6039 (0.6152) loss_rec_all: 0.6258 (0.6373) loss_rec_sfr: 0.8014 (0.8037) loss_cl: -0.2779 (-0.2768) time: 0.7549 data: 0.0002 max mem: 29860 [16:15:34.795652] Epoch: [1] [ 200/2904] eta: 0:36:30 lr: 0.000064 loss: 0.6052 (0.6147) loss_rec_all: 0.6276 (0.6368) loss_rec_sfr: 0.8129 (0.8034) loss_cl: -0.2775 (-0.2768) time: 0.7458 data: 0.0002 max mem: 29860 [16:15:49.894265] Epoch: [1] [ 220/2904] eta: 0:36:01 lr: 0.000065 loss: 0.6022 (0.6141) loss_rec_all: 0.6244 (0.6362) loss_rec_sfr: 0.8157 (0.8049) loss_cl: -0.2769 (-0.2768) time: 0.7549 data: 0.0002 max mem: 29860 [16:16:04.815148] Epoch: [1] [ 240/2904] eta: 0:35:31 lr: 0.000065 loss: 0.6003 (0.6135) loss_rec_all: 0.6224 (0.6356) loss_rec_sfr: 0.8072 (0.8044) loss_cl: -0.2776 (-0.2769) time: 0.7460 data: 0.0002 max mem: 29860 [16:16:19.737655] Epoch: [1] [ 260/2904] eta: 0:35:04 lr: 0.000065 loss: 0.5997 (0.6128) loss_rec_all: 0.6221 (0.6349) loss_rec_sfr: 0.7992 (0.8033) loss_cl: -0.2774 (-0.2769) time: 0.7461 data: 0.0002 max mem: 29860 [16:16:34.657329] Epoch: [1] [ 280/2904] eta: 0:34:39 lr: 0.000066 loss: 0.5939 (0.6119) loss_rec_all: 0.6155 (0.6340) loss_rec_sfr: 0.7845 (0.8021) loss_cl: -0.2780 (-0.2770) time: 0.7459 data: 0.0002 max mem: 29860 [16:16:49.581901] Epoch: [1] [ 300/2904] eta: 0:34:15 lr: 0.000066 loss: 0.6016 (0.6116) loss_rec_all: 0.6238 (0.6337) loss_rec_sfr: 0.7831 (0.8000) loss_cl: -0.2779 (-0.2770) time: 0.7462 data: 0.0002 max mem: 29860 [16:17:04.500496] Epoch: [1] [ 320/2904] eta: 0:33:52 lr: 0.000067 loss: 0.5932 (0.6107) loss_rec_all: 0.6155 (0.6328) loss_rec_sfr: 0.7935 (0.7999) loss_cl: -0.2770 (-0.2770) time: 0.7459 data: 0.0002 max mem: 29860 [16:17:19.418472] Epoch: [1] [ 340/2904] eta: 0:33:31 lr: 0.000067 loss: 0.5947 (0.6101) loss_rec_all: 0.6170 (0.6322) loss_rec_sfr: 0.7981 (0.7998) loss_cl: -0.2778 (-0.2770) time: 0.7459 data: 0.0003 max mem: 29860 [16:17:34.335925] Epoch: [1] [ 360/2904] eta: 0:33:09 lr: 0.000067 loss: 0.5963 (0.6097) loss_rec_all: 0.6189 (0.6318) loss_rec_sfr: 0.7747 (0.7982) loss_cl: -0.2780 (-0.2771) time: 0.7458 data: 0.0002 max mem: 29860 [16:17:49.257319] Epoch: [1] [ 380/2904] eta: 0:32:49 lr: 0.000068 loss: 0.5901 (0.6089) loss_rec_all: 0.6129 (0.6311) loss_rec_sfr: 0.8003 (0.7975) loss_cl: -0.2768 (-0.2771) time: 0.7460 data: 0.0002 max mem: 29860 [16:18:04.175523] Epoch: [1] [ 400/2904] eta: 0:32:29 lr: 0.000068 loss: 0.5906 (0.6082) loss_rec_all: 0.6135 (0.6303) loss_rec_sfr: 0.7937 (0.7969) loss_cl: -0.2766 (-0.2770) time: 0.7459 data: 0.0002 max mem: 29860 [16:18:19.095115] Epoch: [1] [ 420/2904] eta: 0:32:10 lr: 0.000069 loss: 0.5835 (0.6075) loss_rec_all: 0.6066 (0.6296) loss_rec_sfr: 0.8054 (0.7960) loss_cl: -0.2787 (-0.2770) time: 0.7459 data: 0.0002 max mem: 29860 [16:18:34.012008] Epoch: [1] [ 440/2904] eta: 0:31:51 lr: 0.000069 loss: 0.5976 (0.6074) loss_rec_all: 0.6203 (0.6295) loss_rec_sfr: 0.7888 (0.7957) loss_cl: -0.2778 (-0.2770) time: 0.7458 data: 0.0002 max mem: 29860 [16:18:48.929213] Epoch: [1] [ 460/2904] eta: 0:31:32 lr: 0.000070 loss: 0.5946 (0.6071) loss_rec_all: 0.6169 (0.6292) loss_rec_sfr: 0.7928 (0.7957) loss_cl: -0.2763 (-0.2769) time: 0.7458 data: 0.0002 max mem: 29860 [16:19:03.854268] Epoch: [1] [ 480/2904] eta: 0:31:14 lr: 0.000070 loss: 0.5846 (0.6065) loss_rec_all: 0.6069 (0.6286) loss_rec_sfr: 0.8104 (0.7959) loss_cl: -0.2769 (-0.2769) time: 0.7462 data: 0.0002 max mem: 29860 [16:19:18.776256] Epoch: [1] [ 500/2904] eta: 0:30:56 lr: 0.000070 loss: 0.5839 (0.6059) loss_rec_all: 0.6059 (0.6280) loss_rec_sfr: 0.7930 (0.7954) loss_cl: -0.2768 (-0.2769) time: 0.7461 data: 0.0002 max mem: 29860 [16:19:33.696623] Epoch: [1] [ 520/2904] eta: 0:30:38 lr: 0.000071 loss: 0.5831 (0.6051) loss_rec_all: 0.6053 (0.6272) loss_rec_sfr: 0.7709 (0.7945) loss_cl: -0.2754 (-0.2769) time: 0.7460 data: 0.0003 max mem: 29860 [16:19:48.612422] Epoch: [1] [ 540/2904] eta: 0:30:20 lr: 0.000071 loss: 0.5837 (0.6047) loss_rec_all: 0.6071 (0.6268) loss_rec_sfr: 0.7728 (0.7937) loss_cl: -0.2772 (-0.2769) time: 0.7457 data: 0.0002 max mem: 29860 [16:20:03.527679] Epoch: [1] [ 560/2904] eta: 0:30:03 lr: 0.000072 loss: 0.5828 (0.6040) loss_rec_all: 0.6049 (0.6261) loss_rec_sfr: 0.7936 (0.7933) loss_cl: -0.2781 (-0.2769) time: 0.7457 data: 0.0002 max mem: 29860 [16:20:18.445409] Epoch: [1] [ 580/2904] eta: 0:29:45 lr: 0.000072 loss: 0.5827 (0.6034) loss_rec_all: 0.6051 (0.6255) loss_rec_sfr: 0.7683 (0.7925) loss_cl: -0.2777 (-0.2769) time: 0.7458 data: 0.0002 max mem: 29860 [16:20:33.361394] Epoch: [1] [ 600/2904] eta: 0:29:28 lr: 0.000072 loss: 0.5778 (0.6028) loss_rec_all: 0.6003 (0.6249) loss_rec_sfr: 0.7499 (0.7913) loss_cl: -0.2782 (-0.2769) time: 0.7458 data: 0.0002 max mem: 29860 [16:20:48.283610] Epoch: [1] [ 620/2904] eta: 0:29:11 lr: 0.000073 loss: 0.5795 (0.6023) loss_rec_all: 0.6013 (0.6245) loss_rec_sfr: 0.7602 (0.7906) loss_cl: -0.2769 (-0.2769) time: 0.7461 data: 0.0002 max mem: 29860 [16:21:03.206070] Epoch: [1] [ 640/2904] eta: 0:28:55 lr: 0.000073 loss: 0.5807 (0.6019) loss_rec_all: 0.6032 (0.6240) loss_rec_sfr: 0.7719 (0.7903) loss_cl: -0.2784 (-0.2769) time: 0.7461 data: 0.0002 max mem: 29860 [16:21:18.129687] Epoch: [1] [ 660/2904] eta: 0:28:38 lr: 0.000074 loss: 0.5881 (0.6018) loss_rec_all: 0.6102 (0.6239) loss_rec_sfr: 0.7916 (0.7901) loss_cl: -0.2764 (-0.2769) time: 0.7461 data: 0.0002 max mem: 29860 [16:21:33.050188] Epoch: [1] [ 680/2904] eta: 0:28:21 lr: 0.000074 loss: 0.5748 (0.6012) loss_rec_all: 0.5970 (0.6234) loss_rec_sfr: 0.8138 (0.7901) loss_cl: -0.2754 (-0.2769) time: 0.7460 data: 0.0003 max mem: 29860 [16:21:47.967134] Epoch: [1] [ 700/2904] eta: 0:28:05 lr: 0.000074 loss: 0.5765 (0.6008) loss_rec_all: 0.5996 (0.6229) loss_rec_sfr: 0.7619 (0.7892) loss_cl: -0.2768 (-0.2769) time: 0.7458 data: 0.0003 max mem: 29860 [16:22:02.887532] Epoch: [1] [ 720/2904] eta: 0:27:48 lr: 0.000075 loss: 0.5740 (0.6004) loss_rec_all: 0.5971 (0.6226) loss_rec_sfr: 0.7724 (0.7885) loss_cl: -0.2773 (-0.2769) time: 0.7460 data: 0.0002 max mem: 29860 [16:22:17.799579] Epoch: [1] [ 740/2904] eta: 0:27:32 lr: 0.000075 loss: 0.5749 (0.5999) loss_rec_all: 0.5970 (0.6221) loss_rec_sfr: 0.7740 (0.7878) loss_cl: -0.2775 (-0.2769) time: 0.7455 data: 0.0002 max mem: 29860 [16:22:32.708937] Epoch: [1] [ 760/2904] eta: 0:27:16 lr: 0.000076 loss: 0.5742 (0.5994) loss_rec_all: 0.5966 (0.6216) loss_rec_sfr: 0.7641 (0.7869) loss_cl: -0.2762 (-0.2769) time: 0.7454 data: 0.0002 max mem: 29860 [16:22:47.621884] Epoch: [1] [ 780/2904] eta: 0:26:59 lr: 0.000076 loss: 0.5709 (0.5990) loss_rec_all: 0.5935 (0.6212) loss_rec_sfr: 0.7682 (0.7865) loss_cl: -0.2766 (-0.2768) time: 0.7456 data: 0.0003 max mem: 29860 [16:23:02.533702] Epoch: [1] [ 800/2904] eta: 0:26:43 lr: 0.000077 loss: 0.5823 (0.5988) loss_rec_all: 0.6042 (0.6210) loss_rec_sfr: 0.7821 (0.7861) loss_cl: -0.2779 (-0.2769) time: 0.7455 data: 0.0003 max mem: 29860 [16:23:17.448202] Epoch: [1] [ 820/2904] eta: 0:26:27 lr: 0.000077 loss: 0.5734 (0.5983) loss_rec_all: 0.5959 (0.6205) loss_rec_sfr: 0.7791 (0.7854) loss_cl: -0.2767 (-0.2768) time: 0.7457 data: 0.0002 max mem: 29860 [16:23:32.366453] Epoch: [1] [ 840/2904] eta: 0:26:11 lr: 0.000077 loss: 0.5675 (0.5978) loss_rec_all: 0.5898 (0.6200) loss_rec_sfr: 0.7593 (0.7847) loss_cl: -0.2773 (-0.2768) time: 0.7459 data: 0.0002 max mem: 29860 [16:23:47.277660] Epoch: [1] [ 860/2904] eta: 0:25:55 lr: 0.000078 loss: 0.5657 (0.5972) loss_rec_all: 0.5881 (0.6193) loss_rec_sfr: 0.7925 (0.7846) loss_cl: -0.2762 (-0.2768) time: 0.7455 data: 0.0003 max mem: 29860 [16:24:02.191413] Epoch: [1] [ 880/2904] eta: 0:25:39 lr: 0.000078 loss: 0.5743 (0.5968) loss_rec_all: 0.5966 (0.6190) loss_rec_sfr: 0.7615 (0.7843) loss_cl: -0.2772 (-0.2769) time: 0.7456 data: 0.0002 max mem: 29860 [16:24:17.108062] Epoch: [1] [ 900/2904] eta: 0:25:23 lr: 0.000079 loss: 0.5675 (0.5964) loss_rec_all: 0.5895 (0.6186) loss_rec_sfr: 0.7773 (0.7841) loss_cl: -0.2769 (-0.2769) time: 0.7458 data: 0.0002 max mem: 29860 [16:24:32.026361] Epoch: [1] [ 920/2904] eta: 0:25:08 lr: 0.000079 loss: 0.5653 (0.5957) loss_rec_all: 0.5876 (0.6179) loss_rec_sfr: 0.7664 (0.7840) loss_cl: -0.2771 (-0.2769) time: 0.7459 data: 0.0002 max mem: 29860 [16:24:46.943767] Epoch: [1] [ 940/2904] eta: 0:24:52 lr: 0.000079 loss: 0.5685 (0.5952) loss_rec_all: 0.5909 (0.6174) loss_rec_sfr: 0.7572 (0.7831) loss_cl: -0.2783 (-0.2769) time: 0.7458 data: 0.0002 max mem: 29860 [16:25:01.865490] Epoch: [1] [ 960/2904] eta: 0:24:36 lr: 0.000080 loss: 0.5655 (0.5948) loss_rec_all: 0.5874 (0.6170) loss_rec_sfr: 0.7716 (0.7827) loss_cl: -0.2770 (-0.2769) time: 0.7460 data: 0.0002 max mem: 29860 [16:25:16.780367] Epoch: [1] [ 980/2904] eta: 0:24:20 lr: 0.000080 loss: 0.5696 (0.5945) loss_rec_all: 0.5922 (0.6167) loss_rec_sfr: 0.7926 (0.7823) loss_cl: -0.2773 (-0.2769) time: 0.7457 data: 0.0002 max mem: 29860 [16:25:31.708263] Epoch: [1] [1000/2904] eta: 0:24:05 lr: 0.000081 loss: 0.5624 (0.5939) loss_rec_all: 0.5839 (0.6161) loss_rec_sfr: 0.7625 (0.7821) loss_cl: -0.2785 (-0.2769) time: 0.7463 data: 0.0003 max mem: 29860 [16:25:46.631176] Epoch: [1] [1020/2904] eta: 0:23:49 lr: 0.000081 loss: 0.5641 (0.5934) loss_rec_all: 0.5870 (0.6157) loss_rec_sfr: 0.7353 (0.7809) loss_cl: -0.2763 (-0.2769) time: 0.7461 data: 0.0002 max mem: 29860 [16:26:01.554756] Epoch: [1] [1040/2904] eta: 0:23:33 lr: 0.000081 loss: 0.5583 (0.5929) loss_rec_all: 0.5807 (0.6151) loss_rec_sfr: 0.7674 (0.7805) loss_cl: -0.2767 (-0.2769) time: 0.7461 data: 0.0002 max mem: 29860 [16:26:16.489315] Epoch: [1] [1060/2904] eta: 0:23:18 lr: 0.000082 loss: 0.5591 (0.5923) loss_rec_all: 0.5822 (0.6145) loss_rec_sfr: 0.7678 (0.7802) loss_cl: -0.2773 (-0.2769) time: 0.7466 data: 0.0002 max mem: 29860 [16:26:31.412804] Epoch: [1] [1080/2904] eta: 0:23:02 lr: 0.000082 loss: 0.5613 (0.5918) loss_rec_all: 0.5838 (0.6141) loss_rec_sfr: 0.7851 (0.7799) loss_cl: -0.2781 (-0.2769) time: 0.7461 data: 0.0003 max mem: 29860 [16:26:46.341889] Epoch: [1] [1100/2904] eta: 0:22:47 lr: 0.000083 loss: 0.5548 (0.5913) loss_rec_all: 0.5767 (0.6136) loss_rec_sfr: 0.7685 (0.7793) loss_cl: -0.2771 (-0.2769) time: 0.7464 data: 0.0003 max mem: 29860 [16:27:01.266831] Epoch: [1] [1120/2904] eta: 0:22:31 lr: 0.000083 loss: 0.5534 (0.5908) loss_rec_all: 0.5754 (0.6130) loss_rec_sfr: 0.7807 (0.7790) loss_cl: -0.2763 (-0.2769) time: 0.7462 data: 0.0003 max mem: 29860 [16:27:16.192497] Epoch: [1] [1140/2904] eta: 0:22:16 lr: 0.000084 loss: 0.5602 (0.5903) loss_rec_all: 0.5827 (0.6125) loss_rec_sfr: 0.7358 (0.7782) loss_cl: -0.2789 (-0.2769) time: 0.7462 data: 0.0003 max mem: 29860 [16:27:31.117970] Epoch: [1] [1160/2904] eta: 0:22:00 lr: 0.000084 loss: 0.5567 (0.5898) loss_rec_all: 0.5795 (0.6120) loss_rec_sfr: 0.7572 (0.7779) loss_cl: -0.2787 (-0.2770) time: 0.7462 data: 0.0004 max mem: 29860 [16:27:46.039117] Epoch: [1] [1180/2904] eta: 0:21:45 lr: 0.000084 loss: 0.5528 (0.5893) loss_rec_all: 0.5752 (0.6116) loss_rec_sfr: 0.7594 (0.7777) loss_cl: -0.2769 (-0.2769) time: 0.7460 data: 0.0003 max mem: 29860 [16:28:00.958616] Epoch: [1] [1200/2904] eta: 0:21:29 lr: 0.000085 loss: 0.5679 (0.5890) loss_rec_all: 0.5903 (0.6113) loss_rec_sfr: 0.7414 (0.7769) loss_cl: -0.2770 (-0.2769) time: 0.7459 data: 0.0003 max mem: 29860 [16:28:15.878295] Epoch: [1] [1220/2904] eta: 0:21:14 lr: 0.000085 loss: 0.5650 (0.5888) loss_rec_all: 0.5872 (0.6110) loss_rec_sfr: 0.7840 (0.7768) loss_cl: -0.2788 (-0.2770) time: 0.7459 data: 0.0003 max mem: 29860 [16:28:30.802995] Epoch: [1] [1240/2904] eta: 0:20:58 lr: 0.000086 loss: 0.5545 (0.5884) loss_rec_all: 0.5766 (0.6106) loss_rec_sfr: 0.7726 (0.7765) loss_cl: -0.2755 (-0.2769) time: 0.7462 data: 0.0003 max mem: 29860 [16:28:45.720844] Epoch: [1] [1260/2904] eta: 0:20:43 lr: 0.000086 loss: 0.5572 (0.5881) loss_rec_all: 0.5791 (0.6103) loss_rec_sfr: 0.7815 (0.7763) loss_cl: -0.2764 (-0.2769) time: 0.7458 data: 0.0002 max mem: 29860 [16:29:00.639112] Epoch: [1] [1280/2904] eta: 0:20:28 lr: 0.000086 loss: 0.5557 (0.5876) loss_rec_all: 0.5786 (0.6098) loss_rec_sfr: 0.7454 (0.7759) loss_cl: -0.2785 (-0.2770) time: 0.7459 data: 0.0003 max mem: 29860 [16:29:15.560084] Epoch: [1] [1300/2904] eta: 0:20:12 lr: 0.000087 loss: 0.5506 (0.5871) loss_rec_all: 0.5737 (0.6094) loss_rec_sfr: 0.7594 (0.7754) loss_cl: -0.2774 (-0.2770) time: 0.7460 data: 0.0003 max mem: 29860 [16:29:30.480743] Epoch: [1] [1320/2904] eta: 0:19:57 lr: 0.000087 loss: 0.5519 (0.5867) loss_rec_all: 0.5741 (0.6090) loss_rec_sfr: 0.7804 (0.7752) loss_cl: -0.2746 (-0.2769) time: 0.7460 data: 0.0002 max mem: 29860 [16:29:45.398053] Epoch: [1] [1340/2904] eta: 0:19:41 lr: 0.000088 loss: 0.5571 (0.5865) loss_rec_all: 0.5795 (0.6087) loss_rec_sfr: 0.7818 (0.7750) loss_cl: -0.2770 (-0.2769) time: 0.7458 data: 0.0003 max mem: 29860 [16:30:00.319608] Epoch: [1] [1360/2904] eta: 0:19:26 lr: 0.000088 loss: 0.5522 (0.5860) loss_rec_all: 0.5756 (0.6083) loss_rec_sfr: 0.7681 (0.7747) loss_cl: -0.2772 (-0.2769) time: 0.7460 data: 0.0002 max mem: 29860 [16:30:15.238896] Epoch: [1] [1380/2904] eta: 0:19:11 lr: 0.000089 loss: 0.5507 (0.5856) loss_rec_all: 0.5727 (0.6079) loss_rec_sfr: 0.7648 (0.7744) loss_cl: -0.2767 (-0.2769) time: 0.7459 data: 0.0003 max mem: 29860 [16:30:30.156777] Epoch: [1] [1400/2904] eta: 0:18:55 lr: 0.000089 loss: 0.5501 (0.5852) loss_rec_all: 0.5724 (0.6075) loss_rec_sfr: 0.7609 (0.7740) loss_cl: -0.2783 (-0.2770) time: 0.7459 data: 0.0003 max mem: 29860 [16:30:45.077340] Epoch: [1] [1420/2904] eta: 0:18:40 lr: 0.000089 loss: 0.5523 (0.5848) loss_rec_all: 0.5747 (0.6071) loss_rec_sfr: 0.7444 (0.7735) loss_cl: -0.2776 (-0.2770) time: 0.7460 data: 0.0004 max mem: 29860 [16:30:59.995788] Epoch: [1] [1440/2904] eta: 0:18:25 lr: 0.000090 loss: 0.5415 (0.5843) loss_rec_all: 0.5641 (0.6066) loss_rec_sfr: 0.7195 (0.7727) loss_cl: -0.2774 (-0.2770) time: 0.7459 data: 0.0003 max mem: 29860 [16:31:14.916193] Epoch: [1] [1460/2904] eta: 0:18:10 lr: 0.000090 loss: 0.5570 (0.5840) loss_rec_all: 0.5790 (0.6063) loss_rec_sfr: 0.7746 (0.7727) loss_cl: -0.2767 (-0.2770) time: 0.7460 data: 0.0003 max mem: 29860 [16:31:29.823681] Epoch: [1] [1480/2904] eta: 0:17:54 lr: 0.000091 loss: 0.5507 (0.5836) loss_rec_all: 0.5732 (0.6059) loss_rec_sfr: 0.7541 (0.7725) loss_cl: -0.2773 (-0.2770) time: 0.7453 data: 0.0003 max mem: 29860 [16:31:44.730072] Epoch: [1] [1500/2904] eta: 0:17:39 lr: 0.000091 loss: 0.5508 (0.5833) loss_rec_all: 0.5735 (0.6056) loss_rec_sfr: 0.7634 (0.7723) loss_cl: -0.2763 (-0.2770) time: 0.7453 data: 0.0003 max mem: 29860 [16:31:59.641638] Epoch: [1] [1520/2904] eta: 0:17:24 lr: 0.000091 loss: 0.5414 (0.5828) loss_rec_all: 0.5637 (0.6051) loss_rec_sfr: 0.7580 (0.7721) loss_cl: -0.2760 (-0.2769) time: 0.7455 data: 0.0003 max mem: 29860 [16:32:14.560038] Epoch: [1] [1540/2904] eta: 0:17:09 lr: 0.000092 loss: 0.5525 (0.5825) loss_rec_all: 0.5758 (0.6048) loss_rec_sfr: 0.7475 (0.7717) loss_cl: -0.2782 (-0.2770) time: 0.7459 data: 0.0003 max mem: 29860 [16:32:29.486874] Epoch: [1] [1560/2904] eta: 0:16:53 lr: 0.000092 loss: 0.5529 (0.5822) loss_rec_all: 0.5758 (0.6045) loss_rec_sfr: 0.7501 (0.7715) loss_cl: -0.2756 (-0.2769) time: 0.7463 data: 0.0003 max mem: 29860 [16:32:44.404660] Epoch: [1] [1580/2904] eta: 0:16:38 lr: 0.000093 loss: 0.5473 (0.5819) loss_rec_all: 0.5700 (0.6042) loss_rec_sfr: 0.7297 (0.7710) loss_cl: -0.2786 (-0.2770) time: 0.7458 data: 0.0003 max mem: 29860 [16:32:59.322407] Epoch: [1] [1600/2904] eta: 0:16:23 lr: 0.000093 loss: 0.5371 (0.5814) loss_rec_all: 0.5592 (0.6037) loss_rec_sfr: 0.7437 (0.7706) loss_cl: -0.2775 (-0.2770) time: 0.7458 data: 0.0003 max mem: 29860 [16:33:14.241447] Epoch: [1] [1620/2904] eta: 0:16:08 lr: 0.000093 loss: 0.5369 (0.5810) loss_rec_all: 0.5597 (0.6033) loss_rec_sfr: 0.7367 (0.7701) loss_cl: -0.2768 (-0.2770) time: 0.7459 data: 0.0003 max mem: 29860 [16:33:29.161719] Epoch: [1] [1640/2904] eta: 0:15:52 lr: 0.000094 loss: 0.5408 (0.5806) loss_rec_all: 0.5631 (0.6029) loss_rec_sfr: 0.7668 (0.7699) loss_cl: -0.2778 (-0.2770) time: 0.7460 data: 0.0003 max mem: 29860 [16:33:44.081041] Epoch: [1] [1660/2904] eta: 0:15:37 lr: 0.000094 loss: 0.5308 (0.5801) loss_rec_all: 0.5535 (0.6024) loss_rec_sfr: 0.7751 (0.7697) loss_cl: -0.2776 (-0.2770) time: 0.7459 data: 0.0003 max mem: 29860 [16:33:58.999045] Epoch: [1] [1680/2904] eta: 0:15:22 lr: 0.000095 loss: 0.5426 (0.5797) loss_rec_all: 0.5652 (0.6020) loss_rec_sfr: 0.7474 (0.7694) loss_cl: -0.2773 (-0.2770) time: 0.7459 data: 0.0002 max mem: 29860 [16:34:13.923043] Epoch: [1] [1700/2904] eta: 0:15:07 lr: 0.000095 loss: 0.5364 (0.5793) loss_rec_all: 0.5591 (0.6016) loss_rec_sfr: 0.7606 (0.7692) loss_cl: -0.2783 (-0.2770) time: 0.7462 data: 0.0003 max mem: 29860 [16:34:28.838146] Epoch: [1] [1720/2904] eta: 0:14:52 lr: 0.000096 loss: 0.5354 (0.5788) loss_rec_all: 0.5583 (0.6011) loss_rec_sfr: 0.7276 (0.7687) loss_cl: -0.2776 (-0.2770) time: 0.7457 data: 0.0002 max mem: 29860 [16:34:43.756478] Epoch: [1] [1740/2904] eta: 0:14:37 lr: 0.000096 loss: 0.5304 (0.5783) loss_rec_all: 0.5531 (0.6006) loss_rec_sfr: 0.7428 (0.7683) loss_cl: -0.2778 (-0.2770) time: 0.7459 data: 0.0003 max mem: 29860 [16:34:58.672892] Epoch: [1] [1760/2904] eta: 0:14:21 lr: 0.000096 loss: 0.5460 (0.5780) loss_rec_all: 0.5689 (0.6003) loss_rec_sfr: 0.7594 (0.7681) loss_cl: -0.2782 (-0.2770) time: 0.7458 data: 0.0003 max mem: 29860 [16:35:13.591722] Epoch: [1] [1780/2904] eta: 0:14:06 lr: 0.000097 loss: 0.5327 (0.5775) loss_rec_all: 0.5558 (0.5999) loss_rec_sfr: 0.7375 (0.7678) loss_cl: -0.2787 (-0.2770) time: 0.7459 data: 0.0002 max mem: 29860 [16:35:28.508017] Epoch: [1] [1800/2904] eta: 0:13:51 lr: 0.000097 loss: 0.5324 (0.5771) loss_rec_all: 0.5552 (0.5995) loss_rec_sfr: 0.7350 (0.7674) loss_cl: -0.2774 (-0.2770) time: 0.7458 data: 0.0003 max mem: 29860 [16:35:43.422816] Epoch: [1] [1820/2904] eta: 0:13:36 lr: 0.000098 loss: 0.5346 (0.5767) loss_rec_all: 0.5573 (0.5990) loss_rec_sfr: 0.7367 (0.7669) loss_cl: -0.2782 (-0.2770) time: 0.7457 data: 0.0002 max mem: 29860 [16:35:58.338646] Epoch: [1] [1840/2904] eta: 0:13:21 lr: 0.000098 loss: 0.5423 (0.5764) loss_rec_all: 0.5645 (0.5987) loss_rec_sfr: 0.7374 (0.7666) loss_cl: -0.2779 (-0.2770) time: 0.7457 data: 0.0003 max mem: 29860 [16:36:13.261785] Epoch: [1] [1860/2904] eta: 0:13:06 lr: 0.000098 loss: 0.5307 (0.5759) loss_rec_all: 0.5532 (0.5983) loss_rec_sfr: 0.7223 (0.7663) loss_cl: -0.2783 (-0.2770) time: 0.7461 data: 0.0002 max mem: 29860 [16:36:28.178700] Epoch: [1] [1880/2904] eta: 0:12:50 lr: 0.000099 loss: 0.5291 (0.5755) loss_rec_all: 0.5513 (0.5978) loss_rec_sfr: 0.7732 (0.7660) loss_cl: -0.2782 (-0.2771) time: 0.7458 data: 0.0002 max mem: 29860 [16:36:43.093933] Epoch: [1] [1900/2904] eta: 0:12:35 lr: 0.000099 loss: 0.5346 (0.5751) loss_rec_all: 0.5575 (0.5975) loss_rec_sfr: 0.7351 (0.7656) loss_cl: -0.2795 (-0.2771) time: 0.7457 data: 0.0002 max mem: 29860 [16:36:58.012275] Epoch: [1] [1920/2904] eta: 0:12:20 lr: 0.000100 loss: 0.5324 (0.5747) loss_rec_all: 0.5545 (0.5971) loss_rec_sfr: 0.7483 (0.7653) loss_cl: -0.2791 (-0.2771) time: 0.7459 data: 0.0003 max mem: 29860 [16:37:12.936746] Epoch: [1] [1940/2904] eta: 0:12:05 lr: 0.000100 loss: 0.5279 (0.5743) loss_rec_all: 0.5508 (0.5967) loss_rec_sfr: 0.7284 (0.7649) loss_cl: -0.2799 (-0.2771) time: 0.7462 data: 0.0003 max mem: 29860 [16:37:27.850624] Epoch: [1] [1960/2904] eta: 0:11:50 lr: 0.000100 loss: 0.5275 (0.5739) loss_rec_all: 0.5503 (0.5962) loss_rec_sfr: 0.7273 (0.7647) loss_cl: -0.2798 (-0.2771) time: 0.7456 data: 0.0002 max mem: 29860 [16:37:42.767595] Epoch: [1] [1980/2904] eta: 0:11:35 lr: 0.000101 loss: 0.5271 (0.5734) loss_rec_all: 0.5500 (0.5958) loss_rec_sfr: 0.7153 (0.7643) loss_cl: -0.2794 (-0.2771) time: 0.7458 data: 0.0003 max mem: 29860 [16:37:57.686837] Epoch: [1] [2000/2904] eta: 0:11:20 lr: 0.000101 loss: 0.5297 (0.5731) loss_rec_all: 0.5526 (0.5955) loss_rec_sfr: 0.7696 (0.7641) loss_cl: -0.2789 (-0.2771) time: 0.7459 data: 0.0002 max mem: 29860 [16:38:12.605953] Epoch: [1] [2020/2904] eta: 0:11:05 lr: 0.000102 loss: 0.5255 (0.5727) loss_rec_all: 0.5492 (0.5951) loss_rec_sfr: 0.7272 (0.7638) loss_cl: -0.2791 (-0.2771) time: 0.7459 data: 0.0003 max mem: 29860 [16:38:27.528823] Epoch: [1] [2040/2904] eta: 0:10:50 lr: 0.000102 loss: 0.5274 (0.5723) loss_rec_all: 0.5498 (0.5947) loss_rec_sfr: 0.7529 (0.7636) loss_cl: -0.2785 (-0.2771) time: 0.7461 data: 0.0002 max mem: 29860 [16:38:42.458732] Epoch: [1] [2060/2904] eta: 0:10:34 lr: 0.000103 loss: 0.5224 (0.5719) loss_rec_all: 0.5449 (0.5942) loss_rec_sfr: 0.7009 (0.7629) loss_cl: -0.2795 (-0.2771) time: 0.7465 data: 0.0002 max mem: 29860 [16:38:57.383489] Epoch: [1] [2080/2904] eta: 0:10:19 lr: 0.000103 loss: 0.5348 (0.5716) loss_rec_all: 0.5574 (0.5940) loss_rec_sfr: 0.7683 (0.7629) loss_cl: -0.2769 (-0.2771) time: 0.7462 data: 0.0002 max mem: 29860 [16:39:12.313329] Epoch: [1] [2100/2904] eta: 0:10:04 lr: 0.000103 loss: 0.5272 (0.5713) loss_rec_all: 0.5506 (0.5937) loss_rec_sfr: 0.7186 (0.7624) loss_cl: -0.2775 (-0.2771) time: 0.7464 data: 0.0003 max mem: 29860 [16:39:27.243236] Epoch: [1] [2120/2904] eta: 0:09:49 lr: 0.000104 loss: 0.5284 (0.5709) loss_rec_all: 0.5507 (0.5933) loss_rec_sfr: 0.7320 (0.7620) loss_cl: -0.2771 (-0.2771) time: 0.7464 data: 0.0004 max mem: 29860 [16:39:42.187849] Epoch: [1] [2140/2904] eta: 0:09:34 lr: 0.000104 loss: 0.5213 (0.5706) loss_rec_all: 0.5439 (0.5929) loss_rec_sfr: 0.7612 (0.7618) loss_cl: -0.2784 (-0.2771) time: 0.7472 data: 0.0003 max mem: 29860 [16:39:57.110301] Epoch: [1] [2160/2904] eta: 0:09:19 lr: 0.000105 loss: 0.5310 (0.5703) loss_rec_all: 0.5541 (0.5927) loss_rec_sfr: 0.7269 (0.7615) loss_cl: -0.2775 (-0.2771) time: 0.7461 data: 0.0002 max mem: 29860 [16:40:12.034919] Epoch: [1] [2180/2904] eta: 0:09:04 lr: 0.000105 loss: 0.5263 (0.5699) loss_rec_all: 0.5492 (0.5923) loss_rec_sfr: 0.7321 (0.7612) loss_cl: -0.2792 (-0.2771) time: 0.7462 data: 0.0002 max mem: 29860 [16:40:26.960269] Epoch: [1] [2200/2904] eta: 0:08:49 lr: 0.000105 loss: 0.5253 (0.5696) loss_rec_all: 0.5480 (0.5920) loss_rec_sfr: 0.7440 (0.7610) loss_cl: -0.2782 (-0.2771) time: 0.7462 data: 0.0003 max mem: 29860 [16:40:41.885393] Epoch: [1] [2220/2904] eta: 0:08:34 lr: 0.000106 loss: 0.5234 (0.5693) loss_rec_all: 0.5468 (0.5917) loss_rec_sfr: 0.7508 (0.7606) loss_cl: -0.2771 (-0.2771) time: 0.7462 data: 0.0002 max mem: 29860 [16:40:56.811558] Epoch: [1] [2240/2904] eta: 0:08:19 lr: 0.000106 loss: 0.5213 (0.5689) loss_rec_all: 0.5450 (0.5913) loss_rec_sfr: 0.7167 (0.7603) loss_cl: -0.2781 (-0.2771) time: 0.7463 data: 0.0002 max mem: 29860 [16:41:11.741486] Epoch: [1] [2260/2904] eta: 0:08:04 lr: 0.000107 loss: 0.5209 (0.5685) loss_rec_all: 0.5436 (0.5909) loss_rec_sfr: 0.7545 (0.7602) loss_cl: -0.2776 (-0.2771) time: 0.7465 data: 0.0002 max mem: 29860 [16:41:26.672561] Epoch: [1] [2280/2904] eta: 0:07:49 lr: 0.000107 loss: 0.5233 (0.5682) loss_rec_all: 0.5469 (0.5906) loss_rec_sfr: 0.7337 (0.7597) loss_cl: -0.2781 (-0.2771) time: 0.7465 data: 0.0002 max mem: 29860 [16:41:41.598248] Epoch: [1] [2300/2904] eta: 0:07:33 lr: 0.000108 loss: 0.5231 (0.5679) loss_rec_all: 0.5456 (0.5903) loss_rec_sfr: 0.7552 (0.7596) loss_cl: -0.2766 (-0.2771) time: 0.7462 data: 0.0002 max mem: 29860 [16:41:56.521995] Epoch: [1] [2320/2904] eta: 0:07:18 lr: 0.000108 loss: 0.5222 (0.5676) loss_rec_all: 0.5448 (0.5900) loss_rec_sfr: 0.7333 (0.7594) loss_cl: -0.2774 (-0.2771) time: 0.7461 data: 0.0002 max mem: 29860 [16:42:11.453583] Epoch: [1] [2340/2904] eta: 0:07:03 lr: 0.000108 loss: 0.5244 (0.5673) loss_rec_all: 0.5468 (0.5897) loss_rec_sfr: 0.7294 (0.7591) loss_cl: -0.2772 (-0.2771) time: 0.7465 data: 0.0002 max mem: 29860 [16:42:26.375051] Epoch: [1] [2360/2904] eta: 0:06:48 lr: 0.000109 loss: 0.5203 (0.5670) loss_rec_all: 0.5439 (0.5894) loss_rec_sfr: 0.7259 (0.7588) loss_cl: -0.2772 (-0.2771) time: 0.7460 data: 0.0002 max mem: 29860 [16:42:41.301608] Epoch: [1] [2380/2904] eta: 0:06:33 lr: 0.000109 loss: 0.5181 (0.5666) loss_rec_all: 0.5408 (0.5890) loss_rec_sfr: 0.7283 (0.7585) loss_cl: -0.2773 (-0.2771) time: 0.7463 data: 0.0004 max mem: 29860 [16:42:56.229676] Epoch: [1] [2400/2904] eta: 0:06:18 lr: 0.000110 loss: 0.5128 (0.5662) loss_rec_all: 0.5355 (0.5886) loss_rec_sfr: 0.7560 (0.7584) loss_cl: -0.2774 (-0.2771) time: 0.7463 data: 0.0003 max mem: 29860 [16:43:11.150824] Epoch: [1] [2420/2904] eta: 0:06:03 lr: 0.000110 loss: 0.5163 (0.5658) loss_rec_all: 0.5385 (0.5882) loss_rec_sfr: 0.7139 (0.7581) loss_cl: -0.2778 (-0.2771) time: 0.7460 data: 0.0003 max mem: 29860 [16:43:26.072995] Epoch: [1] [2440/2904] eta: 0:05:48 lr: 0.000110 loss: 0.5170 (0.5655) loss_rec_all: 0.5392 (0.5880) loss_rec_sfr: 0.7454 (0.7580) loss_cl: -0.2774 (-0.2771) time: 0.7461 data: 0.0003 max mem: 29860 [16:43:41.003305] Epoch: [1] [2460/2904] eta: 0:05:33 lr: 0.000111 loss: 0.5236 (0.5653) loss_rec_all: 0.5461 (0.5877) loss_rec_sfr: 0.7230 (0.7577) loss_cl: -0.2776 (-0.2771) time: 0.7465 data: 0.0003 max mem: 29860 [16:43:55.930215] Epoch: [1] [2480/2904] eta: 0:05:18 lr: 0.000111 loss: 0.5189 (0.5650) loss_rec_all: 0.5422 (0.5874) loss_rec_sfr: 0.7385 (0.7575) loss_cl: -0.2771 (-0.2771) time: 0.7463 data: 0.0002 max mem: 29860 [16:44:10.853271] Epoch: [1] [2500/2904] eta: 0:05:03 lr: 0.000112 loss: 0.5128 (0.5646) loss_rec_all: 0.5352 (0.5870) loss_rec_sfr: 0.7101 (0.7570) loss_cl: -0.2785 (-0.2771) time: 0.7461 data: 0.0002 max mem: 29860 [16:44:25.777012] Epoch: [1] [2520/2904] eta: 0:04:48 lr: 0.000112 loss: 0.5142 (0.5643) loss_rec_all: 0.5367 (0.5867) loss_rec_sfr: 0.7048 (0.7567) loss_cl: -0.2761 (-0.2771) time: 0.7461 data: 0.0002 max mem: 29860 [16:44:40.702433] Epoch: [1] [2540/2904] eta: 0:04:33 lr: 0.000112 loss: 0.5127 (0.5639) loss_rec_all: 0.5357 (0.5863) loss_rec_sfr: 0.7236 (0.7564) loss_cl: -0.2771 (-0.2771) time: 0.7462 data: 0.0003 max mem: 29860 [16:44:55.627279] Epoch: [1] [2560/2904] eta: 0:04:18 lr: 0.000113 loss: 0.5087 (0.5635) loss_rec_all: 0.5310 (0.5859) loss_rec_sfr: 0.7001 (0.7560) loss_cl: -0.2778 (-0.2771) time: 0.7462 data: 0.0002 max mem: 29860 [16:45:10.551852] Epoch: [1] [2580/2904] eta: 0:04:03 lr: 0.000113 loss: 0.5096 (0.5631) loss_rec_all: 0.5320 (0.5856) loss_rec_sfr: 0.7107 (0.7556) loss_cl: -0.2798 (-0.2771) time: 0.7462 data: 0.0003 max mem: 29860 [16:45:25.481293] Epoch: [1] [2600/2904] eta: 0:03:48 lr: 0.000114 loss: 0.5135 (0.5628) loss_rec_all: 0.5364 (0.5852) loss_rec_sfr: 0.7295 (0.7554) loss_cl: -0.2772 (-0.2771) time: 0.7464 data: 0.0002 max mem: 29860 [16:45:40.408190] Epoch: [1] [2620/2904] eta: 0:03:33 lr: 0.000114 loss: 0.5083 (0.5624) loss_rec_all: 0.5313 (0.5848) loss_rec_sfr: 0.7113 (0.7550) loss_cl: -0.2774 (-0.2771) time: 0.7463 data: 0.0003 max mem: 29860 [16:45:55.338954] Epoch: [1] [2640/2904] eta: 0:03:18 lr: 0.000115 loss: 0.5167 (0.5621) loss_rec_all: 0.5393 (0.5846) loss_rec_sfr: 0.7030 (0.7545) loss_cl: -0.2761 (-0.2771) time: 0.7465 data: 0.0003 max mem: 29860 [16:46:10.265619] Epoch: [1] [2660/2904] eta: 0:03:03 lr: 0.000115 loss: 0.5055 (0.5617) loss_rec_all: 0.5279 (0.5841) loss_rec_sfr: 0.7078 (0.7542) loss_cl: -0.2793 (-0.2772) time: 0.7463 data: 0.0002 max mem: 29860 [16:46:25.189275] Epoch: [1] [2680/2904] eta: 0:02:48 lr: 0.000115 loss: 0.5038 (0.5613) loss_rec_all: 0.5267 (0.5838) loss_rec_sfr: 0.6851 (0.7537) loss_cl: -0.2773 (-0.2772) time: 0.7461 data: 0.0002 max mem: 29860 [16:46:40.111192] Epoch: [1] [2700/2904] eta: 0:02:33 lr: 0.000116 loss: 0.5140 (0.5610) loss_rec_all: 0.5371 (0.5834) loss_rec_sfr: 0.7176 (0.7534) loss_cl: -0.2774 (-0.2772) time: 0.7461 data: 0.0003 max mem: 29860 [16:46:55.029551] Epoch: [1] [2720/2904] eta: 0:02:18 lr: 0.000116 loss: 0.5070 (0.5606) loss_rec_all: 0.5301 (0.5831) loss_rec_sfr: 0.7102 (0.7532) loss_cl: -0.2781 (-0.2772) time: 0.7459 data: 0.0002 max mem: 29860 [16:47:09.953080] Epoch: [1] [2740/2904] eta: 0:02:03 lr: 0.000117 loss: 0.5035 (0.5603) loss_rec_all: 0.5264 (0.5827) loss_rec_sfr: 0.7422 (0.7531) loss_cl: -0.2763 (-0.2772) time: 0.7461 data: 0.0003 max mem: 29860 [16:47:24.873308] Epoch: [1] [2760/2904] eta: 0:01:48 lr: 0.000117 loss: 0.5180 (0.5601) loss_rec_all: 0.5406 (0.5825) loss_rec_sfr: 0.7394 (0.7529) loss_cl: -0.2761 (-0.2771) time: 0.7460 data: 0.0003 max mem: 29860 [16:47:39.800760] Epoch: [1] [2780/2904] eta: 0:01:33 lr: 0.000117 loss: 0.5118 (0.5597) loss_rec_all: 0.5347 (0.5822) loss_rec_sfr: 0.7201 (0.7527) loss_cl: -0.2784 (-0.2771) time: 0.7463 data: 0.0003 max mem: 29860 [16:47:54.732214] Epoch: [1] [2800/2904] eta: 0:01:18 lr: 0.000118 loss: 0.5029 (0.5594) loss_rec_all: 0.5264 (0.5818) loss_rec_sfr: 0.7177 (0.7524) loss_cl: -0.2789 (-0.2772) time: 0.7465 data: 0.0002 max mem: 29860 [16:48:09.662339] Epoch: [1] [2820/2904] eta: 0:01:03 lr: 0.000118 loss: 0.5016 (0.5590) loss_rec_all: 0.5237 (0.5815) loss_rec_sfr: 0.7156 (0.7521) loss_cl: -0.2771 (-0.2772) time: 0.7465 data: 0.0003 max mem: 29860 [16:48:24.644465] Epoch: [1] [2840/2904] eta: 0:00:48 lr: 0.000119 loss: 0.5008 (0.5587) loss_rec_all: 0.5232 (0.5811) loss_rec_sfr: 0.7257 (0.7520) loss_cl: -0.2773 (-0.2772) time: 0.7491 data: 0.0040 max mem: 29860 [16:48:39.554599] Epoch: [1] [2860/2904] eta: 0:00:33 lr: 0.000119 loss: 0.5008 (0.5583) loss_rec_all: 0.5242 (0.5807) loss_rec_sfr: 0.7109 (0.7517) loss_cl: -0.2783 (-0.2772) time: 0.7455 data: 0.0002 max mem: 29860 [16:48:54.465483] Epoch: [1] [2880/2904] eta: 0:00:18 lr: 0.000120 loss: 0.5063 (0.5580) loss_rec_all: 0.5291 (0.5804) loss_rec_sfr: 0.7274 (0.7514) loss_cl: -0.2782 (-0.2772) time: 0.7455 data: 0.0001 max mem: 29860 [16:49:09.373545] Epoch: [1] [2900/2904] eta: 0:00:03 lr: 0.000120 loss: 0.5016 (0.5576) loss_rec_all: 0.5240 (0.5801) loss_rec_sfr: 0.7153 (0.7512) loss_cl: -0.2777 (-0.2772) time: 0.7454 data: 0.0001 max mem: 29860 [16:49:11.617809] Epoch: [1] [2903/2904] eta: 0:00:00 lr: 0.000120 loss: 0.5016 (0.5576) loss_rec_all: 0.5240 (0.5800) loss_rec_sfr: 0.7185 (0.7511) loss_cl: -0.2776 (-0.2772) time: 0.7454 data: 0.0001 max mem: 29860 [16:49:13.679149] Epoch: [1] Total time: 0:36:21 (0.7513 s / it) [16:49:13.680307] Averaged stats: lr: 0.000120 loss: 0.5016 (0.5598) loss_rec_all: 0.5240 (0.5798) loss_rec_sfr: 0.7185 (0.7502) loss_cl: -0.2776 (-0.2532) [16:49:13.685755] log_dir: ./checkpoint/VF2_ViT-B [16:49:30.095352] Epoch: [2] [ 0/2904] eta: 13:14:11 lr: 0.000120 loss: 0.5008 (0.5008) loss_rec_all: 0.5240 (0.5240) loss_rec_sfr: 0.6870 (0.6870) loss_cl: -0.2798 (-0.2798) time: 16.4088 data: 15.6760 max mem: 29860 [16:49:46.046887] Epoch: [2] [ 20/2904] eta: 1:14:04 lr: 0.000120 loss: 0.4946 (0.5070) loss_rec_all: 0.5174 (0.5297) loss_rec_sfr: 0.7045 (0.7080) loss_cl: -0.2766 (-0.2768) time: 0.7975 data: 0.0003 max mem: 29860 [16:50:00.929256] Epoch: [2] [ 40/2904] eta: 0:54:59 lr: 0.000121 loss: 0.5069 (0.5134) loss_rec_all: 0.5296 (0.5361) loss_rec_sfr: 0.7322 (0.7068) loss_cl: -0.2762 (-0.2765) time: 0.7441 data: 0.0002 max mem: 29860 [16:50:15.815796] Epoch: [2] [ 60/2904] eta: 0:48:16 lr: 0.000121 loss: 0.5062 (0.5141) loss_rec_all: 0.5289 (0.5368) loss_rec_sfr: 0.7514 (0.7102) loss_cl: -0.2767 (-0.2764) time: 0.7443 data: 0.0003 max mem: 29860 [16:50:30.715741] Epoch: [2] [ 80/2904] eta: 0:44:45 lr: 0.000122 loss: 0.5025 (0.5143) loss_rec_all: 0.5254 (0.5370) loss_rec_sfr: 0.6954 (0.7089) loss_cl: -0.2780 (-0.2765) time: 0.7449 data: 0.0002 max mem: 29860 [16:50:45.619052] Epoch: [2] [ 100/2904] eta: 0:42:32 lr: 0.000122 loss: 0.4950 (0.5113) loss_rec_all: 0.5172 (0.5341) loss_rec_sfr: 0.6830 (0.7045) loss_cl: -0.2783 (-0.2768) time: 0.7451 data: 0.0002 max mem: 29860 [16:51:00.529577] Epoch: [2] [ 120/2904] eta: 0:40:58 lr: 0.000122 loss: 0.5104 (0.5127) loss_rec_all: 0.5327 (0.5354) loss_rec_sfr: 0.7364 (0.7066) loss_cl: -0.2762 (-0.2766) time: 0.7455 data: 0.0002 max mem: 29860 [16:51:15.450245] Epoch: [2] [ 140/2904] eta: 0:39:46 lr: 0.000123 loss: 0.5034 (0.5123) loss_rec_all: 0.5267 (0.5350) loss_rec_sfr: 0.7278 (0.7082) loss_cl: -0.2766 (-0.2766) time: 0.7460 data: 0.0003 max mem: 29860 [16:51:30.417027] Epoch: [2] [ 160/2904] eta: 0:38:50 lr: 0.000123 loss: 0.4963 (0.5115) loss_rec_all: 0.5188 (0.5342) loss_rec_sfr: 0.7315 (0.7082) loss_cl: -0.2785 (-0.2768) time: 0.7482 data: 0.0004 max mem: 29860 [16:51:45.343311] Epoch: [2] [ 180/2904] eta: 0:38:02 lr: 0.000124 loss: 0.4951 (0.5107) loss_rec_all: 0.5187 (0.5334) loss_rec_sfr: 0.7034 (0.7070) loss_cl: -0.2777 (-0.2768) time: 0.7463 data: 0.0005 max mem: 29860 [16:52:00.291247] Epoch: [2] [ 200/2904] eta: 0:37:21 lr: 0.000124 loss: 0.5012 (0.5105) loss_rec_all: 0.5239 (0.5332) loss_rec_sfr: 0.7230 (0.7066) loss_cl: -0.2771 (-0.2768) time: 0.7474 data: 0.0003 max mem: 29860 [16:52:15.213005] Epoch: [2] [ 220/2904] eta: 0:36:44 lr: 0.000125 loss: 0.4986 (0.5099) loss_rec_all: 0.5217 (0.5326) loss_rec_sfr: 0.6984 (0.7064) loss_cl: -0.2780 (-0.2769) time: 0.7460 data: 0.0004 max mem: 29860 [16:52:30.149789] Epoch: [2] [ 240/2904] eta: 0:36:11 lr: 0.000125 loss: 0.4977 (0.5091) loss_rec_all: 0.5210 (0.5319) loss_rec_sfr: 0.6906 (0.7054) loss_cl: -0.2768 (-0.2769) time: 0.7468 data: 0.0003 max mem: 29860 [16:52:45.079369] Epoch: [2] [ 260/2904] eta: 0:35:41 lr: 0.000125 loss: 0.4905 (0.5084) loss_rec_all: 0.5129 (0.5312) loss_rec_sfr: 0.6953 (0.7047) loss_cl: -0.2775 (-0.2770) time: 0.7464 data: 0.0003 max mem: 29860 [16:52:59.995953] Epoch: [2] [ 280/2904] eta: 0:35:13 lr: 0.000126 loss: 0.4955 (0.5079) loss_rec_all: 0.5192 (0.5307) loss_rec_sfr: 0.7303 (0.7050) loss_cl: -0.2796 (-0.2771) time: 0.7458 data: 0.0003 max mem: 29860 [16:53:14.924748] Epoch: [2] [ 300/2904] eta: 0:34:46 lr: 0.000126 loss: 0.4951 (0.5075) loss_rec_all: 0.5185 (0.5303) loss_rec_sfr: 0.7237 (0.7054) loss_cl: -0.2768 (-0.2771) time: 0.7464 data: 0.0003 max mem: 29860 [16:53:29.857969] Epoch: [2] [ 320/2904] eta: 0:34:22 lr: 0.000127 loss: 0.4906 (0.5068) loss_rec_all: 0.5130 (0.5296) loss_rec_sfr: 0.6968 (0.7047) loss_cl: -0.2765 (-0.2771) time: 0.7466 data: 0.0003 max mem: 29860 [16:53:44.786584] Epoch: [2] [ 340/2904] eta: 0:33:58 lr: 0.000127 loss: 0.4998 (0.5066) loss_rec_all: 0.5226 (0.5294) loss_rec_sfr: 0.6908 (0.7042) loss_cl: -0.2769 (-0.2770) time: 0.7464 data: 0.0003 max mem: 29860 [16:53:59.705108] Epoch: [2] [ 360/2904] eta: 0:33:35 lr: 0.000127 loss: 0.4945 (0.5062) loss_rec_all: 0.5170 (0.5290) loss_rec_sfr: 0.6897 (0.7031) loss_cl: -0.2777 (-0.2771) time: 0.7459 data: 0.0003 max mem: 29860 [16:54:14.649255] Epoch: [2] [ 380/2904] eta: 0:33:13 lr: 0.000128 loss: 0.4904 (0.5054) loss_rec_all: 0.5136 (0.5282) loss_rec_sfr: 0.6804 (0.7024) loss_cl: -0.2793 (-0.2772) time: 0.7472 data: 0.0003 max mem: 29860 [16:54:29.572128] Epoch: [2] [ 400/2904] eta: 0:32:52 lr: 0.000128 loss: 0.4941 (0.5054) loss_rec_all: 0.5178 (0.5282) loss_rec_sfr: 0.7335 (0.7032) loss_cl: -0.2769 (-0.2771) time: 0.7461 data: 0.0003 max mem: 29860 [16:54:44.486922] Epoch: [2] [ 420/2904] eta: 0:32:31 lr: 0.000129 loss: 0.4946 (0.5052) loss_rec_all: 0.5183 (0.5280) loss_rec_sfr: 0.6776 (0.7018) loss_cl: -0.2775 (-0.2772) time: 0.7457 data: 0.0003 max mem: 29860 [16:54:59.401849] Epoch: [2] [ 440/2904] eta: 0:32:11 lr: 0.000129 loss: 0.4903 (0.5049) loss_rec_all: 0.5136 (0.5277) loss_rec_sfr: 0.7341 (0.7024) loss_cl: -0.2784 (-0.2772) time: 0.7457 data: 0.0002 max mem: 29860 [16:55:14.319934] Epoch: [2] [ 460/2904] eta: 0:31:51 lr: 0.000130 loss: 0.4898 (0.5042) loss_rec_all: 0.5124 (0.5270) loss_rec_sfr: 0.7278 (0.7031) loss_cl: -0.2784 (-0.2773) time: 0.7458 data: 0.0003 max mem: 29860 [16:55:29.234873] Epoch: [2] [ 480/2904] eta: 0:31:32 lr: 0.000130 loss: 0.4832 (0.5036) loss_rec_all: 0.5069 (0.5264) loss_rec_sfr: 0.6821 (0.7024) loss_cl: -0.2774 (-0.2772) time: 0.7457 data: 0.0003 max mem: 29860 [16:55:44.150931] Epoch: [2] [ 500/2904] eta: 0:31:13 lr: 0.000130 loss: 0.4922 (0.5035) loss_rec_all: 0.5160 (0.5264) loss_rec_sfr: 0.7311 (0.7023) loss_cl: -0.2771 (-0.2772) time: 0.7458 data: 0.0003 max mem: 29860 [16:55:59.060465] Epoch: [2] [ 520/2904] eta: 0:30:54 lr: 0.000131 loss: 0.4948 (0.5035) loss_rec_all: 0.5178 (0.5263) loss_rec_sfr: 0.7232 (0.7022) loss_cl: -0.2786 (-0.2773) time: 0.7454 data: 0.0003 max mem: 29860 [16:56:13.971739] Epoch: [2] [ 540/2904] eta: 0:30:36 lr: 0.000131 loss: 0.4869 (0.5033) loss_rec_all: 0.5095 (0.5261) loss_rec_sfr: 0.7023 (0.7015) loss_cl: -0.2776 (-0.2773) time: 0.7455 data: 0.0002 max mem: 29860 [16:56:28.873036] Epoch: [2] [ 560/2904] eta: 0:30:18 lr: 0.000132 loss: 0.4887 (0.5030) loss_rec_all: 0.5117 (0.5258) loss_rec_sfr: 0.6872 (0.7012) loss_cl: -0.2781 (-0.2773) time: 0.7450 data: 0.0003 max mem: 29860 [16:56:43.779683] Epoch: [2] [ 580/2904] eta: 0:30:00 lr: 0.000132 loss: 0.4873 (0.5026) loss_rec_all: 0.5097 (0.5254) loss_rec_sfr: 0.7258 (0.7015) loss_cl: -0.2778 (-0.2773) time: 0.7453 data: 0.0003 max mem: 29860 [16:56:58.688845] Epoch: [2] [ 600/2904] eta: 0:29:42 lr: 0.000132 loss: 0.4811 (0.5022) loss_rec_all: 0.5041 (0.5250) loss_rec_sfr: 0.6833 (0.7013) loss_cl: -0.2783 (-0.2773) time: 0.7454 data: 0.0003 max mem: 29860 [16:57:13.600269] Epoch: [2] [ 620/2904] eta: 0:29:24 lr: 0.000133 loss: 0.4847 (0.5019) loss_rec_all: 0.5072 (0.5248) loss_rec_sfr: 0.7329 (0.7013) loss_cl: -0.2772 (-0.2773) time: 0.7455 data: 0.0002 max mem: 29860 [16:57:28.509276] Epoch: [2] [ 640/2904] eta: 0:29:07 lr: 0.000133 loss: 0.4898 (0.5018) loss_rec_all: 0.5122 (0.5246) loss_rec_sfr: 0.7184 (0.7013) loss_cl: -0.2765 (-0.2773) time: 0.7454 data: 0.0003 max mem: 29860 [16:57:43.423984] Epoch: [2] [ 660/2904] eta: 0:28:50 lr: 0.000134 loss: 0.4894 (0.5015) loss_rec_all: 0.5124 (0.5244) loss_rec_sfr: 0.7358 (0.7012) loss_cl: -0.2773 (-0.2773) time: 0.7457 data: 0.0002 max mem: 29860 [16:57:58.343787] Epoch: [2] [ 680/2904] eta: 0:28:33 lr: 0.000134 loss: 0.4850 (0.5012) loss_rec_all: 0.5075 (0.5240) loss_rec_sfr: 0.7320 (0.7016) loss_cl: -0.2780 (-0.2773) time: 0.7459 data: 0.0003 max mem: 29860 [16:58:13.255122] Epoch: [2] [ 700/2904] eta: 0:28:16 lr: 0.000134 loss: 0.4804 (0.5009) loss_rec_all: 0.5035 (0.5237) loss_rec_sfr: 0.7067 (0.7015) loss_cl: -0.2783 (-0.2773) time: 0.7455 data: 0.0003 max mem: 29860 [16:58:28.173388] Epoch: [2] [ 720/2904] eta: 0:27:59 lr: 0.000135 loss: 0.4808 (0.5006) loss_rec_all: 0.5034 (0.5234) loss_rec_sfr: 0.7118 (0.7014) loss_cl: -0.2781 (-0.2774) time: 0.7459 data: 0.0003 max mem: 29860 [16:58:43.095890] Epoch: [2] [ 740/2904] eta: 0:27:42 lr: 0.000135 loss: 0.4819 (0.5002) loss_rec_all: 0.5049 (0.5230) loss_rec_sfr: 0.7238 (0.7015) loss_cl: -0.2780 (-0.2774) time: 0.7461 data: 0.0004 max mem: 29860 [16:58:58.008172] Epoch: [2] [ 760/2904] eta: 0:27:26 lr: 0.000136 loss: 0.4754 (0.4997) loss_rec_all: 0.4978 (0.5225) loss_rec_sfr: 0.7118 (0.7015) loss_cl: -0.2775 (-0.2774) time: 0.7456 data: 0.0003 max mem: 29860 [16:59:12.927124] Epoch: [2] [ 780/2904] eta: 0:27:09 lr: 0.000136 loss: 0.4891 (0.4997) loss_rec_all: 0.5124 (0.5226) loss_rec_sfr: 0.6930 (0.7014) loss_cl: -0.2781 (-0.2774) time: 0.7459 data: 0.0003 max mem: 29860 [16:59:27.845769] Epoch: [2] [ 800/2904] eta: 0:26:53 lr: 0.000137 loss: 0.4878 (0.4996) loss_rec_all: 0.5104 (0.5224) loss_rec_sfr: 0.6843 (0.7012) loss_cl: -0.2774 (-0.2774) time: 0.7459 data: 0.0003 max mem: 29860 [16:59:42.766562] Epoch: [2] [ 820/2904] eta: 0:26:36 lr: 0.000137 loss: 0.4774 (0.4992) loss_rec_all: 0.5009 (0.5220) loss_rec_sfr: 0.6768 (0.7005) loss_cl: -0.2772 (-0.2774) time: 0.7460 data: 0.0003 max mem: 29860 [16:59:57.683481] Epoch: [2] [ 840/2904] eta: 0:26:20 lr: 0.000137 loss: 0.4772 (0.4988) loss_rec_all: 0.4997 (0.5216) loss_rec_sfr: 0.6884 (0.7006) loss_cl: -0.2786 (-0.2774) time: 0.7458 data: 0.0003 max mem: 29860 [17:00:12.600861] Epoch: [2] [ 860/2904] eta: 0:26:04 lr: 0.000138 loss: 0.4767 (0.4985) loss_rec_all: 0.4995 (0.5213) loss_rec_sfr: 0.6870 (0.7003) loss_cl: -0.2774 (-0.2774) time: 0.7458 data: 0.0003 max mem: 29860 [17:00:27.521966] Epoch: [2] [ 880/2904] eta: 0:25:47 lr: 0.000138 loss: 0.4852 (0.4982) loss_rec_all: 0.5083 (0.5210) loss_rec_sfr: 0.6944 (0.7003) loss_cl: -0.2771 (-0.2774) time: 0.7460 data: 0.0003 max mem: 29860 [17:00:42.447097] Epoch: [2] [ 900/2904] eta: 0:25:31 lr: 0.000139 loss: 0.4783 (0.4980) loss_rec_all: 0.5011 (0.5208) loss_rec_sfr: 0.7236 (0.7005) loss_cl: -0.2781 (-0.2774) time: 0.7462 data: 0.0003 max mem: 29860 [17:00:57.366064] Epoch: [2] [ 920/2904] eta: 0:25:15 lr: 0.000139 loss: 0.4766 (0.4977) loss_rec_all: 0.4998 (0.5206) loss_rec_sfr: 0.6918 (0.7002) loss_cl: -0.2788 (-0.2774) time: 0.7459 data: 0.0003 max mem: 29860 [17:01:12.285849] Epoch: [2] [ 940/2904] eta: 0:24:59 lr: 0.000139 loss: 0.4848 (0.4977) loss_rec_all: 0.5079 (0.5205) loss_rec_sfr: 0.7191 (0.7005) loss_cl: -0.2776 (-0.2774) time: 0.7460 data: 0.0003 max mem: 29860 [17:01:27.200291] Epoch: [2] [ 960/2904] eta: 0:24:43 lr: 0.000140 loss: 0.4973 (0.4979) loss_rec_all: 0.5203 (0.5207) loss_rec_sfr: 0.7180 (0.7005) loss_cl: -0.2763 (-0.2774) time: 0.7457 data: 0.0003 max mem: 29860 [17:01:42.113304] Epoch: [2] [ 980/2904] eta: 0:24:27 lr: 0.000140 loss: 0.4746 (0.4975) loss_rec_all: 0.4980 (0.5204) loss_rec_sfr: 0.6741 (0.7004) loss_cl: -0.2776 (-0.2774) time: 0.7456 data: 0.0003 max mem: 29860 [17:01:57.032072] Epoch: [2] [1000/2904] eta: 0:24:11 lr: 0.000141 loss: 0.4725 (0.4973) loss_rec_all: 0.4953 (0.5201) loss_rec_sfr: 0.7101 (0.7003) loss_cl: -0.2787 (-0.2774) time: 0.7459 data: 0.0003 max mem: 29860 [17:02:11.949938] Epoch: [2] [1020/2904] eta: 0:23:55 lr: 0.000141 loss: 0.4759 (0.4970) loss_rec_all: 0.4987 (0.5199) loss_rec_sfr: 0.7015 (0.7000) loss_cl: -0.2766 (-0.2774) time: 0.7459 data: 0.0003 max mem: 29860 [17:02:26.867663] Epoch: [2] [1040/2904] eta: 0:23:40 lr: 0.000141 loss: 0.4782 (0.4968) loss_rec_all: 0.5014 (0.5196) loss_rec_sfr: 0.7090 (0.6997) loss_cl: -0.2788 (-0.2774) time: 0.7458 data: 0.0003 max mem: 29860 [17:02:41.784292] Epoch: [2] [1060/2904] eta: 0:23:24 lr: 0.000142 loss: 0.4734 (0.4964) loss_rec_all: 0.4967 (0.5193) loss_rec_sfr: 0.6735 (0.6991) loss_cl: -0.2775 (-0.2774) time: 0.7458 data: 0.0003 max mem: 29860 [17:02:56.707741] Epoch: [2] [1080/2904] eta: 0:23:08 lr: 0.000142 loss: 0.4687 (0.4960) loss_rec_all: 0.4917 (0.5189) loss_rec_sfr: 0.7036 (0.6990) loss_cl: -0.2773 (-0.2774) time: 0.7461 data: 0.0003 max mem: 29860 [17:03:11.631637] Epoch: [2] [1100/2904] eta: 0:22:52 lr: 0.000143 loss: 0.4704 (0.4957) loss_rec_all: 0.4932 (0.5185) loss_rec_sfr: 0.6642 (0.6987) loss_cl: -0.2775 (-0.2774) time: 0.7462 data: 0.0003 max mem: 29860 [17:03:26.553908] Epoch: [2] [1120/2904] eta: 0:22:37 lr: 0.000143 loss: 0.4781 (0.4956) loss_rec_all: 0.5013 (0.5184) loss_rec_sfr: 0.6970 (0.6985) loss_cl: -0.2781 (-0.2774) time: 0.7461 data: 0.0003 max mem: 29860 [17:03:41.465852] Epoch: [2] [1140/2904] eta: 0:22:21 lr: 0.000144 loss: 0.4721 (0.4951) loss_rec_all: 0.4950 (0.5180) loss_rec_sfr: 0.6596 (0.6979) loss_cl: -0.2781 (-0.2774) time: 0.7456 data: 0.0003 max mem: 29860 [17:03:56.375131] Epoch: [2] [1160/2904] eta: 0:22:05 lr: 0.000144 loss: 0.4697 (0.4948) loss_rec_all: 0.4924 (0.5177) loss_rec_sfr: 0.7160 (0.6976) loss_cl: -0.2787 (-0.2774) time: 0.7454 data: 0.0003 max mem: 29860 [17:04:11.293839] Epoch: [2] [1180/2904] eta: 0:21:50 lr: 0.000144 loss: 0.4772 (0.4946) loss_rec_all: 0.5003 (0.5175) loss_rec_sfr: 0.7082 (0.6976) loss_cl: -0.2769 (-0.2774) time: 0.7459 data: 0.0003 max mem: 29860 [17:04:26.207501] Epoch: [2] [1200/2904] eta: 0:21:34 lr: 0.000145 loss: 0.4780 (0.4946) loss_rec_all: 0.5016 (0.5175) loss_rec_sfr: 0.6729 (0.6973) loss_cl: -0.2775 (-0.2774) time: 0.7456 data: 0.0003 max mem: 29860 [17:04:41.123941] Epoch: [2] [1220/2904] eta: 0:21:19 lr: 0.000145 loss: 0.4690 (0.4944) loss_rec_all: 0.4925 (0.5172) loss_rec_sfr: 0.6674 (0.6969) loss_cl: -0.2773 (-0.2774) time: 0.7458 data: 0.0003 max mem: 29860 [17:04:56.037098] Epoch: [2] [1240/2904] eta: 0:21:03 lr: 0.000146 loss: 0.4668 (0.4941) loss_rec_all: 0.4889 (0.5169) loss_rec_sfr: 0.7115 (0.6967) loss_cl: -0.2753 (-0.2774) time: 0.7456 data: 0.0003 max mem: 29860 [17:05:10.950586] Epoch: [2] [1260/2904] eta: 0:20:47 lr: 0.000146 loss: 0.4728 (0.4939) loss_rec_all: 0.4961 (0.5168) loss_rec_sfr: 0.7107 (0.6967) loss_cl: -0.2778 (-0.2774) time: 0.7456 data: 0.0003 max mem: 29860 [17:05:25.858524] Epoch: [2] [1280/2904] eta: 0:20:32 lr: 0.000146 loss: 0.4789 (0.4938) loss_rec_all: 0.5013 (0.5166) loss_rec_sfr: 0.7000 (0.6966) loss_cl: -0.2789 (-0.2774) time: 0.7454 data: 0.0003 max mem: 29860 [17:05:40.768363] Epoch: [2] [1300/2904] eta: 0:20:16 lr: 0.000147 loss: 0.4689 (0.4935) loss_rec_all: 0.4924 (0.5164) loss_rec_sfr: 0.7075 (0.6965) loss_cl: -0.2783 (-0.2774) time: 0.7455 data: 0.0003 max mem: 29860 [17:05:55.683734] Epoch: [2] [1320/2904] eta: 0:20:01 lr: 0.000147 loss: 0.4635 (0.4931) loss_rec_all: 0.4868 (0.5160) loss_rec_sfr: 0.6475 (0.6958) loss_cl: -0.2777 (-0.2774) time: 0.7457 data: 0.0003 max mem: 29860 [17:06:10.594069] Epoch: [2] [1340/2904] eta: 0:19:45 lr: 0.000148 loss: 0.4707 (0.4929) loss_rec_all: 0.4946 (0.5158) loss_rec_sfr: 0.6716 (0.6955) loss_cl: -0.2777 (-0.2774) time: 0.7455 data: 0.0003 max mem: 29860 [17:06:25.507483] Epoch: [2] [1360/2904] eta: 0:19:30 lr: 0.000148 loss: 0.4807 (0.4927) loss_rec_all: 0.5026 (0.5156) loss_rec_sfr: 0.6728 (0.6952) loss_cl: -0.2779 (-0.2774) time: 0.7456 data: 0.0003 max mem: 29860 [17:06:40.421992] Epoch: [2] [1380/2904] eta: 0:19:15 lr: 0.000149 loss: 0.4706 (0.4924) loss_rec_all: 0.4938 (0.5153) loss_rec_sfr: 0.6558 (0.6949) loss_cl: -0.2786 (-0.2774) time: 0.7457 data: 0.0003 max mem: 29860 [17:06:55.337910] Epoch: [2] [1400/2904] eta: 0:18:59 lr: 0.000149 loss: 0.4679 (0.4922) loss_rec_all: 0.4912 (0.5150) loss_rec_sfr: 0.6697 (0.6946) loss_cl: -0.2783 (-0.2774) time: 0.7458 data: 0.0003 max mem: 29860 [17:07:10.251729] Epoch: [2] [1420/2904] eta: 0:18:44 lr: 0.000149 loss: 0.4712 (0.4919) loss_rec_all: 0.4944 (0.5148) loss_rec_sfr: 0.6655 (0.6942) loss_cl: -0.2775 (-0.2774) time: 0.7457 data: 0.0003 max mem: 29860 [17:07:25.167442] Epoch: [2] [1440/2904] eta: 0:18:28 lr: 0.000150 loss: 0.4644 (0.4917) loss_rec_all: 0.4877 (0.5146) loss_rec_sfr: 0.6953 (0.6939) loss_cl: -0.2782 (-0.2775) time: 0.7457 data: 0.0003 max mem: 29860 [17:07:40.082242] Epoch: [2] [1460/2904] eta: 0:18:13 lr: 0.000150 loss: 0.4621 (0.4915) loss_rec_all: 0.4857 (0.5144) loss_rec_sfr: 0.6570 (0.6936) loss_cl: -0.2788 (-0.2775) time: 0.7457 data: 0.0003 max mem: 29860 [17:07:54.994147] Epoch: [2] [1480/2904] eta: 0:17:58 lr: 0.000151 loss: 0.4734 (0.4913) loss_rec_all: 0.4968 (0.5142) loss_rec_sfr: 0.7160 (0.6935) loss_cl: -0.2765 (-0.2775) time: 0.7456 data: 0.0003 max mem: 29860 [17:08:09.909065] Epoch: [2] [1500/2904] eta: 0:17:42 lr: 0.000151 loss: 0.4649 (0.4910) loss_rec_all: 0.4880 (0.5139) loss_rec_sfr: 0.7059 (0.6935) loss_cl: -0.2772 (-0.2775) time: 0.7457 data: 0.0003 max mem: 29860 [17:08:24.830660] Epoch: [2] [1520/2904] eta: 0:17:27 lr: 0.000151 loss: 0.4608 (0.4907) loss_rec_all: 0.4837 (0.5136) loss_rec_sfr: 0.6997 (0.6934) loss_cl: -0.2794 (-0.2775) time: 0.7460 data: 0.0003 max mem: 29860 [17:08:39.751266] Epoch: [2] [1540/2904] eta: 0:17:12 lr: 0.000152 loss: 0.4681 (0.4905) loss_rec_all: 0.4909 (0.5134) loss_rec_sfr: 0.7075 (0.6930) loss_cl: -0.2782 (-0.2775) time: 0.7460 data: 0.0003 max mem: 29860 [17:08:54.674543] Epoch: [2] [1560/2904] eta: 0:16:56 lr: 0.000152 loss: 0.4767 (0.4905) loss_rec_all: 0.5004 (0.5134) loss_rec_sfr: 0.6740 (0.6928) loss_cl: -0.2777 (-0.2775) time: 0.7461 data: 0.0003 max mem: 29860 [17:09:09.594163] Epoch: [2] [1580/2904] eta: 0:16:41 lr: 0.000153 loss: 0.4606 (0.4902) loss_rec_all: 0.4838 (0.5131) loss_rec_sfr: 0.6677 (0.6924) loss_cl: -0.2777 (-0.2775) time: 0.7459 data: 0.0003 max mem: 29860 [17:09:24.510068] Epoch: [2] [1600/2904] eta: 0:16:26 lr: 0.000153 loss: 0.4637 (0.4899) loss_rec_all: 0.4872 (0.5128) loss_rec_sfr: 0.6493 (0.6920) loss_cl: -0.2777 (-0.2775) time: 0.7458 data: 0.0003 max mem: 29860 [17:09:39.432677] Epoch: [2] [1620/2904] eta: 0:16:10 lr: 0.000153 loss: 0.4699 (0.4897) loss_rec_all: 0.4930 (0.5126) loss_rec_sfr: 0.6593 (0.6917) loss_cl: -0.2781 (-0.2775) time: 0.7461 data: 0.0003 max mem: 29860 [17:09:54.365573] Epoch: [2] [1640/2904] eta: 0:15:55 lr: 0.000154 loss: 0.4580 (0.4893) loss_rec_all: 0.4812 (0.5122) loss_rec_sfr: 0.6667 (0.6915) loss_cl: -0.2778 (-0.2775) time: 0.7466 data: 0.0003 max mem: 29860 [17:10:09.293204] Epoch: [2] [1660/2904] eta: 0:15:40 lr: 0.000154 loss: 0.4572 (0.4890) loss_rec_all: 0.4800 (0.5119) loss_rec_sfr: 0.6518 (0.6910) loss_cl: -0.2782 (-0.2775) time: 0.7463 data: 0.0003 max mem: 29860 [17:10:24.209600] Epoch: [2] [1680/2904] eta: 0:15:25 lr: 0.000155 loss: 0.4641 (0.4888) loss_rec_all: 0.4866 (0.5117) loss_rec_sfr: 0.6937 (0.6909) loss_cl: -0.2781 (-0.2775) time: 0.7458 data: 0.0003 max mem: 29860 [17:10:39.130354] Epoch: [2] [1700/2904] eta: 0:15:09 lr: 0.000155 loss: 0.4597 (0.4885) loss_rec_all: 0.4820 (0.5114) loss_rec_sfr: 0.6807 (0.6908) loss_cl: -0.2774 (-0.2775) time: 0.7460 data: 0.0003 max mem: 29860 [17:10:54.050710] Epoch: [2] [1720/2904] eta: 0:14:54 lr: 0.000156 loss: 0.4611 (0.4882) loss_rec_all: 0.4847 (0.5111) loss_rec_sfr: 0.6811 (0.6907) loss_cl: -0.2797 (-0.2775) time: 0.7460 data: 0.0003 max mem: 29860 [17:11:08.966536] Epoch: [2] [1740/2904] eta: 0:14:39 lr: 0.000156 loss: 0.4586 (0.4880) loss_rec_all: 0.4819 (0.5109) loss_rec_sfr: 0.6584 (0.6903) loss_cl: -0.2785 (-0.2775) time: 0.7458 data: 0.0003 max mem: 29860 [17:11:23.881998] Epoch: [2] [1760/2904] eta: 0:14:24 lr: 0.000156 loss: 0.4641 (0.4878) loss_rec_all: 0.4867 (0.5107) loss_rec_sfr: 0.7021 (0.6901) loss_cl: -0.2765 (-0.2775) time: 0.7457 data: 0.0003 max mem: 29860 [17:11:38.805072] Epoch: [2] [1780/2904] eta: 0:14:08 lr: 0.000157 loss: 0.4567 (0.4875) loss_rec_all: 0.4794 (0.5104) loss_rec_sfr: 0.6621 (0.6900) loss_cl: -0.2769 (-0.2775) time: 0.7461 data: 0.0003 max mem: 29860 [17:11:53.727839] Epoch: [2] [1800/2904] eta: 0:13:53 lr: 0.000157 loss: 0.4602 (0.4872) loss_rec_all: 0.4836 (0.5102) loss_rec_sfr: 0.6762 (0.6897) loss_cl: -0.2801 (-0.2775) time: 0.7461 data: 0.0003 max mem: 29860 [17:12:08.647262] Epoch: [2] [1820/2904] eta: 0:13:38 lr: 0.000158 loss: 0.4529 (0.4869) loss_rec_all: 0.4763 (0.5098) loss_rec_sfr: 0.6555 (0.6895) loss_cl: -0.2790 (-0.2775) time: 0.7459 data: 0.0003 max mem: 29860 [17:12:23.565991] Epoch: [2] [1840/2904] eta: 0:13:23 lr: 0.000158 loss: 0.4651 (0.4868) loss_rec_all: 0.4884 (0.5097) loss_rec_sfr: 0.6944 (0.6894) loss_cl: -0.2773 (-0.2775) time: 0.7459 data: 0.0003 max mem: 29860 [17:12:38.481031] Epoch: [2] [1860/2904] eta: 0:13:08 lr: 0.000158 loss: 0.4554 (0.4866) loss_rec_all: 0.4780 (0.5095) loss_rec_sfr: 0.6920 (0.6893) loss_cl: -0.2780 (-0.2775) time: 0.7457 data: 0.0003 max mem: 29860 [17:12:53.403572] Epoch: [2] [1880/2904] eta: 0:12:52 lr: 0.000159 loss: 0.4579 (0.4864) loss_rec_all: 0.4812 (0.5093) loss_rec_sfr: 0.6833 (0.6892) loss_cl: -0.2775 (-0.2775) time: 0.7461 data: 0.0003 max mem: 29860 [17:13:08.320092] Epoch: [2] [1900/2904] eta: 0:12:37 lr: 0.000159 loss: 0.4558 (0.4861) loss_rec_all: 0.4791 (0.5090) loss_rec_sfr: 0.7108 (0.6893) loss_cl: -0.2782 (-0.2775) time: 0.7458 data: 0.0003 max mem: 29860 [17:13:23.234901] Epoch: [2] [1920/2904] eta: 0:12:22 lr: 0.000160 loss: 0.4523 (0.4858) loss_rec_all: 0.4757 (0.5087) loss_rec_sfr: 0.6554 (0.6889) loss_cl: -0.2781 (-0.2775) time: 0.7457 data: 0.0003 max mem: 29860 [17:13:38.163923] Epoch: [2] [1940/2904] eta: 0:12:07 lr: 0.000160 loss: 0.4492 (0.4855) loss_rec_all: 0.4718 (0.5084) loss_rec_sfr: 0.6858 (0.6887) loss_cl: -0.2790 (-0.2775) time: 0.7464 data: 0.0003 max mem: 29860 [17:13:53.091022] Epoch: [2] [1960/2904] eta: 0:11:52 lr: 0.000160 loss: 0.4713 (0.4855) loss_rec_all: 0.4940 (0.5084) loss_rec_sfr: 0.6763 (0.6886) loss_cl: -0.2781 (-0.2775) time: 0.7463 data: 0.0003 max mem: 29860 [17:14:08.017312] Epoch: [2] [1980/2904] eta: 0:11:36 lr: 0.000161 loss: 0.4633 (0.4853) loss_rec_all: 0.4859 (0.5083) loss_rec_sfr: 0.7007 (0.6884) loss_cl: -0.2784 (-0.2775) time: 0.7463 data: 0.0002 max mem: 29860 [17:14:22.944018] Epoch: [2] [2000/2904] eta: 0:11:21 lr: 0.000161 loss: 0.4541 (0.4851) loss_rec_all: 0.4766 (0.5081) loss_rec_sfr: 0.6564 (0.6882) loss_cl: -0.2778 (-0.2775) time: 0.7463 data: 0.0002 max mem: 29860 [17:14:37.867599] Epoch: [2] [2020/2904] eta: 0:11:06 lr: 0.000162 loss: 0.4797 (0.4851) loss_rec_all: 0.5026 (0.5081) loss_rec_sfr: 0.6857 (0.6880) loss_cl: -0.2770 (-0.2775) time: 0.7461 data: 0.0002 max mem: 29860 [17:14:52.791904] Epoch: [2] [2040/2904] eta: 0:10:51 lr: 0.000162 loss: 0.4626 (0.4850) loss_rec_all: 0.4858 (0.5079) loss_rec_sfr: 0.6497 (0.6875) loss_cl: -0.2777 (-0.2775) time: 0.7462 data: 0.0002 max mem: 29860 [17:15:07.722845] Epoch: [2] [2060/2904] eta: 0:10:36 lr: 0.000163 loss: 0.4592 (0.4848) loss_rec_all: 0.4817 (0.5078) loss_rec_sfr: 0.7071 (0.6876) loss_cl: -0.2771 (-0.2775) time: 0.7465 data: 0.0002 max mem: 29860 [17:15:22.665751] Epoch: [2] [2080/2904] eta: 0:10:21 lr: 0.000163 loss: 0.4523 (0.4846) loss_rec_all: 0.4757 (0.5076) loss_rec_sfr: 0.6837 (0.6874) loss_cl: -0.2775 (-0.2775) time: 0.7471 data: 0.0002 max mem: 29860 [17:15:37.591031] Epoch: [2] [2100/2904] eta: 0:10:06 lr: 0.000163 loss: 0.4493 (0.4844) loss_rec_all: 0.4727 (0.5074) loss_rec_sfr: 0.6713 (0.6873) loss_cl: -0.2785 (-0.2775) time: 0.7462 data: 0.0002 max mem: 29860 [17:15:52.514151] Epoch: [2] [2120/2904] eta: 0:09:50 lr: 0.000164 loss: 0.4482 (0.4842) loss_rec_all: 0.4712 (0.5071) loss_rec_sfr: 0.6560 (0.6870) loss_cl: -0.2780 (-0.2775) time: 0.7461 data: 0.0003 max mem: 29860 [17:16:07.436241] Epoch: [2] [2140/2904] eta: 0:09:35 lr: 0.000164 loss: 0.4528 (0.4839) loss_rec_all: 0.4758 (0.5068) loss_rec_sfr: 0.6661 (0.6869) loss_cl: -0.2768 (-0.2775) time: 0.7461 data: 0.0003 max mem: 29860 [17:16:22.362433] Epoch: [2] [2160/2904] eta: 0:09:20 lr: 0.000165 loss: 0.4458 (0.4836) loss_rec_all: 0.4687 (0.5066) loss_rec_sfr: 0.6837 (0.6867) loss_cl: -0.2785 (-0.2775) time: 0.7463 data: 0.0003 max mem: 29860 [17:16:37.278221] Epoch: [2] [2180/2904] eta: 0:09:05 lr: 0.000165 loss: 0.4599 (0.4835) loss_rec_all: 0.4829 (0.5064) loss_rec_sfr: 0.7021 (0.6866) loss_cl: -0.2777 (-0.2775) time: 0.7457 data: 0.0003 max mem: 29860 [17:16:52.195986] Epoch: [2] [2200/2904] eta: 0:08:50 lr: 0.000165 loss: 0.4555 (0.4833) loss_rec_all: 0.4779 (0.5062) loss_rec_sfr: 0.6849 (0.6865) loss_cl: -0.2783 (-0.2775) time: 0.7459 data: 0.0003 max mem: 29860 [17:17:07.120438] Epoch: [2] [2220/2904] eta: 0:08:35 lr: 0.000166 loss: 0.4483 (0.4830) loss_rec_all: 0.4725 (0.5060) loss_rec_sfr: 0.6389 (0.6862) loss_cl: -0.2782 (-0.2775) time: 0.7462 data: 0.0003 max mem: 29860 [17:17:22.035972] Epoch: [2] [2240/2904] eta: 0:08:20 lr: 0.000166 loss: 0.4523 (0.4828) loss_rec_all: 0.4756 (0.5058) loss_rec_sfr: 0.6582 (0.6858) loss_cl: -0.2764 (-0.2775) time: 0.7457 data: 0.0003 max mem: 29860 [17:17:36.959639] Epoch: [2] [2260/2904] eta: 0:08:05 lr: 0.000167 loss: 0.4532 (0.4826) loss_rec_all: 0.4773 (0.5055) loss_rec_sfr: 0.6288 (0.6854) loss_cl: -0.2784 (-0.2775) time: 0.7461 data: 0.0002 max mem: 29860 [17:17:51.881628] Epoch: [2] [2280/2904] eta: 0:07:50 lr: 0.000167 loss: 0.4481 (0.4823) loss_rec_all: 0.4715 (0.5052) loss_rec_sfr: 0.6454 (0.6852) loss_cl: -0.2795 (-0.2776) time: 0.7461 data: 0.0002 max mem: 29860 [17:18:06.798080] Epoch: [2] [2300/2904] eta: 0:07:34 lr: 0.000168 loss: 0.4512 (0.4821) loss_rec_all: 0.4743 (0.5051) loss_rec_sfr: 0.6577 (0.6850) loss_cl: -0.2766 (-0.2775) time: 0.7458 data: 0.0002 max mem: 29860 [17:18:21.728522] Epoch: [2] [2320/2904] eta: 0:07:19 lr: 0.000168 loss: 0.4582 (0.4819) loss_rec_all: 0.4819 (0.5049) loss_rec_sfr: 0.6669 (0.6849) loss_cl: -0.2775 (-0.2775) time: 0.7465 data: 0.0002 max mem: 29860 [17:18:36.666625] Epoch: [2] [2340/2904] eta: 0:07:04 lr: 0.000168 loss: 0.4501 (0.4817) loss_rec_all: 0.4734 (0.5047) loss_rec_sfr: 0.6421 (0.6845) loss_cl: -0.2792 (-0.2775) time: 0.7469 data: 0.0002 max mem: 29860 [17:18:51.600118] Epoch: [2] [2360/2904] eta: 0:06:49 lr: 0.000169 loss: 0.4525 (0.4816) loss_rec_all: 0.4758 (0.5045) loss_rec_sfr: 0.6500 (0.6844) loss_cl: -0.2770 (-0.2775) time: 0.7466 data: 0.0003 max mem: 29860 [17:19:06.527171] Epoch: [2] [2380/2904] eta: 0:06:34 lr: 0.000169 loss: 0.4464 (0.4814) loss_rec_all: 0.4689 (0.5043) loss_rec_sfr: 0.6980 (0.6843) loss_cl: -0.2773 (-0.2775) time: 0.7463 data: 0.0002 max mem: 29860 [17:19:21.450170] Epoch: [2] [2400/2904] eta: 0:06:19 lr: 0.000170 loss: 0.4446 (0.4811) loss_rec_all: 0.4680 (0.5041) loss_rec_sfr: 0.6397 (0.6841) loss_cl: -0.2784 (-0.2775) time: 0.7461 data: 0.0002 max mem: 29860 [17:19:36.364468] Epoch: [2] [2420/2904] eta: 0:06:04 lr: 0.000170 loss: 0.4506 (0.4809) loss_rec_all: 0.4730 (0.5039) loss_rec_sfr: 0.6541 (0.6839) loss_cl: -0.2789 (-0.2775) time: 0.7457 data: 0.0002 max mem: 29860 [17:19:51.285019] Epoch: [2] [2440/2904] eta: 0:05:49 lr: 0.000170 loss: 0.4624 (0.4808) loss_rec_all: 0.4855 (0.5038) loss_rec_sfr: 0.6799 (0.6837) loss_cl: -0.2773 (-0.2775) time: 0.7460 data: 0.0002 max mem: 29860 [17:20:06.215281] Epoch: [2] [2460/2904] eta: 0:05:34 lr: 0.000171 loss: 0.4482 (0.4806) loss_rec_all: 0.4710 (0.5036) loss_rec_sfr: 0.6518 (0.6835) loss_cl: -0.2773 (-0.2775) time: 0.7465 data: 0.0002 max mem: 29860 [17:20:21.141466] Epoch: [2] [2480/2904] eta: 0:05:19 lr: 0.000171 loss: 0.4499 (0.4804) loss_rec_all: 0.4738 (0.5034) loss_rec_sfr: 0.6817 (0.6833) loss_cl: -0.2777 (-0.2775) time: 0.7463 data: 0.0002 max mem: 29860 [17:20:36.069837] Epoch: [2] [2500/2904] eta: 0:05:04 lr: 0.000172 loss: 0.4529 (0.4803) loss_rec_all: 0.4766 (0.5033) loss_rec_sfr: 0.6885 (0.6832) loss_cl: -0.2781 (-0.2776) time: 0.7464 data: 0.0002 max mem: 29860 [17:20:50.993854] Epoch: [2] [2520/2904] eta: 0:04:48 lr: 0.000172 loss: 0.4498 (0.4801) loss_rec_all: 0.4734 (0.5031) loss_rec_sfr: 0.6602 (0.6830) loss_cl: -0.2758 (-0.2775) time: 0.7462 data: 0.0002 max mem: 29860 [17:21:05.921949] Epoch: [2] [2540/2904] eta: 0:04:33 lr: 0.000172 loss: 0.4414 (0.4798) loss_rec_all: 0.4638 (0.5028) loss_rec_sfr: 0.6724 (0.6828) loss_cl: -0.2782 (-0.2775) time: 0.7464 data: 0.0003 max mem: 29860 [17:21:20.850395] Epoch: [2] [2560/2904] eta: 0:04:18 lr: 0.000173 loss: 0.4451 (0.4796) loss_rec_all: 0.4684 (0.5026) loss_rec_sfr: 0.6386 (0.6825) loss_cl: -0.2784 (-0.2775) time: 0.7464 data: 0.0003 max mem: 29860 [17:21:35.779095] Epoch: [2] [2580/2904] eta: 0:04:03 lr: 0.000173 loss: 0.4417 (0.4793) loss_rec_all: 0.4650 (0.5023) loss_rec_sfr: 0.6377 (0.6823) loss_cl: -0.2778 (-0.2775) time: 0.7464 data: 0.0003 max mem: 29860 [17:21:50.714543] Epoch: [2] [2600/2904] eta: 0:03:48 lr: 0.000174 loss: 0.4428 (0.4791) loss_rec_all: 0.4657 (0.5021) loss_rec_sfr: 0.6674 (0.6821) loss_cl: -0.2777 (-0.2775) time: 0.7467 data: 0.0003 max mem: 29860 [17:22:05.656386] Epoch: [2] [2620/2904] eta: 0:03:33 lr: 0.000174 loss: 0.4356 (0.4789) loss_rec_all: 0.4583 (0.5018) loss_rec_sfr: 0.6477 (0.6818) loss_cl: -0.2781 (-0.2775) time: 0.7471 data: 0.0003 max mem: 29860 [17:22:20.586224] Epoch: [2] [2640/2904] eta: 0:03:18 lr: 0.000175 loss: 0.4412 (0.4786) loss_rec_all: 0.4647 (0.5016) loss_rec_sfr: 0.6321 (0.6816) loss_cl: -0.2775 (-0.2775) time: 0.7465 data: 0.0003 max mem: 29860 [17:22:35.519063] Epoch: [2] [2660/2904] eta: 0:03:03 lr: 0.000175 loss: 0.4377 (0.4784) loss_rec_all: 0.4613 (0.5013) loss_rec_sfr: 0.6499 (0.6813) loss_cl: -0.2797 (-0.2775) time: 0.7466 data: 0.0003 max mem: 29860 [17:22:50.444107] Epoch: [2] [2680/2904] eta: 0:02:48 lr: 0.000175 loss: 0.4411 (0.4781) loss_rec_all: 0.4643 (0.5011) loss_rec_sfr: 0.6323 (0.6810) loss_cl: -0.2780 (-0.2775) time: 0.7462 data: 0.0003 max mem: 29860 [17:23:05.364316] Epoch: [2] [2700/2904] eta: 0:02:33 lr: 0.000176 loss: 0.4395 (0.4779) loss_rec_all: 0.4619 (0.5009) loss_rec_sfr: 0.6788 (0.6809) loss_cl: -0.2757 (-0.2775) time: 0.7460 data: 0.0002 max mem: 29860 [17:23:20.291046] Epoch: [2] [2720/2904] eta: 0:02:18 lr: 0.000176 loss: 0.4371 (0.4777) loss_rec_all: 0.4602 (0.5007) loss_rec_sfr: 0.6377 (0.6806) loss_cl: -0.2786 (-0.2775) time: 0.7463 data: 0.0002 max mem: 29860 [17:23:35.212609] Epoch: [2] [2740/2904] eta: 0:02:03 lr: 0.000177 loss: 0.4405 (0.4775) loss_rec_all: 0.4638 (0.5005) loss_rec_sfr: 0.6489 (0.6804) loss_cl: -0.2764 (-0.2775) time: 0.7460 data: 0.0002 max mem: 29860 [17:23:50.136929] Epoch: [2] [2760/2904] eta: 0:01:48 lr: 0.000177 loss: 0.4345 (0.4772) loss_rec_all: 0.4582 (0.5002) loss_rec_sfr: 0.6774 (0.6802) loss_cl: -0.2765 (-0.2775) time: 0.7462 data: 0.0003 max mem: 29860 [17:24:05.060447] Epoch: [2] [2780/2904] eta: 0:01:33 lr: 0.000177 loss: 0.4343 (0.4770) loss_rec_all: 0.4581 (0.5000) loss_rec_sfr: 0.6274 (0.6800) loss_cl: -0.2791 (-0.2775) time: 0.7461 data: 0.0002 max mem: 29860 [17:24:19.991128] Epoch: [2] [2800/2904] eta: 0:01:18 lr: 0.000178 loss: 0.4382 (0.4767) loss_rec_all: 0.4608 (0.4997) loss_rec_sfr: 0.6194 (0.6796) loss_cl: -0.2779 (-0.2775) time: 0.7465 data: 0.0002 max mem: 29860 [17:24:34.914992] Epoch: [2] [2820/2904] eta: 0:01:03 lr: 0.000178 loss: 0.4397 (0.4765) loss_rec_all: 0.4626 (0.4995) loss_rec_sfr: 0.6113 (0.6793) loss_cl: -0.2781 (-0.2775) time: 0.7462 data: 0.0002 max mem: 29860 [17:24:49.885457] Epoch: [2] [2840/2904] eta: 0:00:48 lr: 0.000179 loss: 0.4424 (0.4762) loss_rec_all: 0.4655 (0.4992) loss_rec_sfr: 0.6409 (0.6790) loss_cl: -0.2779 (-0.2775) time: 0.7485 data: 0.0031 max mem: 29860 [17:25:04.793886] Epoch: [2] [2860/2904] eta: 0:00:33 lr: 0.000179 loss: 0.4365 (0.4760) loss_rec_all: 0.4600 (0.4990) loss_rec_sfr: 0.6748 (0.6789) loss_cl: -0.2782 (-0.2775) time: 0.7454 data: 0.0001 max mem: 29860 [17:25:19.705026] Epoch: [2] [2880/2904] eta: 0:00:18 lr: 0.000180 loss: 0.4383 (0.4758) loss_rec_all: 0.4618 (0.4988) loss_rec_sfr: 0.6205 (0.6785) loss_cl: -0.2789 (-0.2775) time: 0.7455 data: 0.0001 max mem: 29860 [17:25:34.614094] Epoch: [2] [2900/2904] eta: 0:00:03 lr: 0.000180 loss: 0.4343 (0.4756) loss_rec_all: 0.4582 (0.4986) loss_rec_sfr: 0.6004 (0.6781) loss_cl: -0.2782 (-0.2775) time: 0.7454 data: 0.0001 max mem: 29860 [17:25:36.857928] Epoch: [2] [2903/2904] eta: 0:00:00 lr: 0.000180 loss: 0.4343 (0.4755) loss_rec_all: 0.4582 (0.4985) loss_rec_sfr: 0.5981 (0.6780) loss_cl: -0.2782 (-0.2775) time: 0.7454 data: 0.0001 max mem: 29860 [17:25:38.917474] Epoch: [2] Total time: 0:36:25 (0.7525 s / it) [17:25:38.918410] Averaged stats: lr: 0.000180 loss: 0.4343 (0.4780) loss_rec_all: 0.4582 (0.4986) loss_rec_sfr: 0.5981 (0.6788) loss_cl: -0.2782 (-0.2537) [17:25:38.923313] log_dir: ./checkpoint/VF2_ViT-B [17:25:57.168231] Epoch: [3] [ 0/2904] eta: 14:43:00 lr: 0.000180 loss: 0.4398 (0.4398) loss_rec_all: 0.4628 (0.4628) loss_rec_sfr: 0.7085 (0.7085) loss_cl: -0.2796 (-0.2796) time: 18.2439 data: 15.0158 max mem: 29860 [17:26:12.137737] Epoch: [3] [ 20/2904] eta: 1:16:01 lr: 0.000180 loss: 0.4407 (0.4497) loss_rec_all: 0.4646 (0.4730) loss_rec_sfr: 0.6218 (0.6468) loss_cl: -0.2782 (-0.2780) time: 0.7484 data: 0.0002 max mem: 29860 [17:26:27.023846] Epoch: [3] [ 40/2904] eta: 0:55:59 lr: 0.000181 loss: 0.4404 (0.4484) loss_rec_all: 0.4637 (0.4716) loss_rec_sfr: 0.6380 (0.6499) loss_cl: -0.2775 (-0.2778) time: 0.7443 data: 0.0002 max mem: 29860 [17:26:41.907232] Epoch: [3] [ 60/2904] eta: 0:48:56 lr: 0.000181 loss: 0.4334 (0.4449) loss_rec_all: 0.4570 (0.4682) loss_rec_sfr: 0.6369 (0.6463) loss_cl: -0.2778 (-0.2777) time: 0.7441 data: 0.0002 max mem: 29860 [17:26:56.804690] Epoch: [3] [ 80/2904] eta: 0:45:15 lr: 0.000182 loss: 0.4310 (0.4437) loss_rec_all: 0.4540 (0.4670) loss_rec_sfr: 0.6223 (0.6421) loss_cl: -0.2800 (-0.2781) time: 0.7448 data: 0.0002 max mem: 29860 [17:27:11.720278] Epoch: [3] [ 100/2904] eta: 0:42:56 lr: 0.000182 loss: 0.4296 (0.4432) loss_rec_all: 0.4528 (0.4665) loss_rec_sfr: 0.6241 (0.6438) loss_cl: -0.2788 (-0.2782) time: 0.7457 data: 0.0002 max mem: 29860 [17:27:26.637690] Epoch: [3] [ 120/2904] eta: 0:41:18 lr: 0.000182 loss: 0.4285 (0.4422) loss_rec_all: 0.4520 (0.4654) loss_rec_sfr: 0.6134 (0.6434) loss_cl: -0.2764 (-0.2778) time: 0.7458 data: 0.0002 max mem: 29860 [17:27:41.555299] Epoch: [3] [ 140/2904] eta: 0:40:03 lr: 0.000183 loss: 0.4320 (0.4413) loss_rec_all: 0.4553 (0.4646) loss_rec_sfr: 0.6752 (0.6464) loss_cl: -0.2790 (-0.2778) time: 0.7458 data: 0.0002 max mem: 29860 [17:27:56.505962] Epoch: [3] [ 160/2904] eta: 0:39:04 lr: 0.000183 loss: 0.4431 (0.4421) loss_rec_all: 0.4670 (0.4654) loss_rec_sfr: 0.6301 (0.6455) loss_cl: -0.2786 (-0.2778) time: 0.7475 data: 0.0002 max mem: 29860 [17:28:11.422884] Epoch: [3] [ 180/2904] eta: 0:38:14 lr: 0.000184 loss: 0.4362 (0.4425) loss_rec_all: 0.4591 (0.4658) loss_rec_sfr: 0.6745 (0.6474) loss_cl: -0.2772 (-0.2777) time: 0.7458 data: 0.0002 max mem: 29860 [17:28:26.368759] Epoch: [3] [ 200/2904] eta: 0:37:32 lr: 0.000184 loss: 0.4362 (0.4425) loss_rec_all: 0.4598 (0.4658) loss_rec_sfr: 0.6328 (0.6468) loss_cl: -0.2783 (-0.2778) time: 0.7473 data: 0.0002 max mem: 29860 [17:28:41.291839] Epoch: [3] [ 220/2904] eta: 0:36:54 lr: 0.000185 loss: 0.4340 (0.4428) loss_rec_all: 0.4566 (0.4661) loss_rec_sfr: 0.6711 (0.6473) loss_cl: -0.2770 (-0.2776) time: 0.7461 data: 0.0002 max mem: 29860 [17:28:56.210231] Epoch: [3] [ 240/2904] eta: 0:36:20 lr: 0.000185 loss: 0.4473 (0.4437) loss_rec_all: 0.4704 (0.4669) loss_rec_sfr: 0.6890 (0.6489) loss_cl: -0.2776 (-0.2776) time: 0.7459 data: 0.0002 max mem: 29860 [17:29:11.128325] Epoch: [3] [ 260/2904] eta: 0:35:49 lr: 0.000185 loss: 0.4333 (0.4433) loss_rec_all: 0.4568 (0.4666) loss_rec_sfr: 0.6318 (0.6475) loss_cl: -0.2783 (-0.2777) time: 0.7459 data: 0.0002 max mem: 29860 [17:29:26.039870] Epoch: [3] [ 280/2904] eta: 0:35:20 lr: 0.000186 loss: 0.4206 (0.4424) loss_rec_all: 0.4436 (0.4656) loss_rec_sfr: 0.6500 (0.6473) loss_cl: -0.2771 (-0.2776) time: 0.7455 data: 0.0002 max mem: 29860 [17:29:40.953806] Epoch: [3] [ 300/2904] eta: 0:34:53 lr: 0.000186 loss: 0.4299 (0.4419) loss_rec_all: 0.4532 (0.4651) loss_rec_sfr: 0.6259 (0.6461) loss_cl: -0.2775 (-0.2776) time: 0.7457 data: 0.0002 max mem: 29860 [17:29:55.876965] Epoch: [3] [ 320/2904] eta: 0:34:28 lr: 0.000187 loss: 0.4249 (0.4414) loss_rec_all: 0.4481 (0.4646) loss_rec_sfr: 0.6567 (0.6463) loss_cl: -0.2779 (-0.2777) time: 0.7461 data: 0.0002 max mem: 29860 [17:30:10.797863] Epoch: [3] [ 340/2904] eta: 0:34:04 lr: 0.000187 loss: 0.4307 (0.4407) loss_rec_all: 0.4538 (0.4640) loss_rec_sfr: 0.6094 (0.6448) loss_cl: -0.2782 (-0.2777) time: 0.7460 data: 0.0002 max mem: 29860 [17:30:25.717026] Epoch: [3] [ 360/2904] eta: 0:33:40 lr: 0.000187 loss: 0.4264 (0.4400) loss_rec_all: 0.4501 (0.4633) loss_rec_sfr: 0.6488 (0.6449) loss_cl: -0.2794 (-0.2778) time: 0.7459 data: 0.0002 max mem: 29860 [17:30:40.665112] Epoch: [3] [ 380/2904] eta: 0:33:18 lr: 0.000188 loss: 0.4288 (0.4397) loss_rec_all: 0.4517 (0.4629) loss_rec_sfr: 0.6095 (0.6432) loss_cl: -0.2793 (-0.2778) time: 0.7474 data: 0.0002 max mem: 29860 [17:30:55.590581] Epoch: [3] [ 400/2904] eta: 0:32:57 lr: 0.000188 loss: 0.4193 (0.4390) loss_rec_all: 0.4425 (0.4623) loss_rec_sfr: 0.5945 (0.6413) loss_cl: -0.2779 (-0.2778) time: 0.7462 data: 0.0002 max mem: 29860 [17:31:10.511679] Epoch: [3] [ 420/2904] eta: 0:32:36 lr: 0.000189 loss: 0.4374 (0.4394) loss_rec_all: 0.4604 (0.4627) loss_rec_sfr: 0.6643 (0.6414) loss_cl: -0.2772 (-0.2777) time: 0.7460 data: 0.0002 max mem: 29860 [17:31:25.429685] Epoch: [3] [ 440/2904] eta: 0:32:15 lr: 0.000189 loss: 0.4354 (0.4396) loss_rec_all: 0.4594 (0.4629) loss_rec_sfr: 0.6591 (0.6412) loss_cl: -0.2788 (-0.2778) time: 0.7459 data: 0.0002 max mem: 29860 [17:31:40.353661] Epoch: [3] [ 460/2904] eta: 0:31:56 lr: 0.000190 loss: 0.4210 (0.4389) loss_rec_all: 0.4452 (0.4622) loss_rec_sfr: 0.5937 (0.6396) loss_cl: -0.2791 (-0.2778) time: 0.7462 data: 0.0002 max mem: 29860 [17:31:55.275542] Epoch: [3] [ 480/2904] eta: 0:31:36 lr: 0.000190 loss: 0.4241 (0.4385) loss_rec_all: 0.4479 (0.4618) loss_rec_sfr: 0.6072 (0.6387) loss_cl: -0.2780 (-0.2778) time: 0.7461 data: 0.0002 max mem: 29860 [17:32:10.191393] Epoch: [3] [ 500/2904] eta: 0:31:17 lr: 0.000190 loss: 0.4199 (0.4382) loss_rec_all: 0.4433 (0.4615) loss_rec_sfr: 0.6161 (0.6384) loss_cl: -0.2787 (-0.2778) time: 0.7458 data: 0.0002 max mem: 29860 [17:32:25.107219] Epoch: [3] [ 520/2904] eta: 0:30:58 lr: 0.000191 loss: 0.4213 (0.4382) loss_rec_all: 0.4455 (0.4615) loss_rec_sfr: 0.6694 (0.6387) loss_cl: -0.2783 (-0.2778) time: 0.7458 data: 0.0002 max mem: 29860 [17:32:40.032731] Epoch: [3] [ 540/2904] eta: 0:30:40 lr: 0.000191 loss: 0.4201 (0.4377) loss_rec_all: 0.4432 (0.4610) loss_rec_sfr: 0.6459 (0.6388) loss_cl: -0.2770 (-0.2778) time: 0.7462 data: 0.0002 max mem: 29860 [17:32:54.959390] Epoch: [3] [ 560/2904] eta: 0:30:21 lr: 0.000192 loss: 0.4351 (0.4382) loss_rec_all: 0.4593 (0.4615) loss_rec_sfr: 0.6814 (0.6391) loss_cl: -0.2774 (-0.2777) time: 0.7463 data: 0.0002 max mem: 29860 [17:33:09.882460] Epoch: [3] [ 580/2904] eta: 0:30:03 lr: 0.000192 loss: 0.4247 (0.4381) loss_rec_all: 0.4485 (0.4614) loss_rec_sfr: 0.6645 (0.6395) loss_cl: -0.2791 (-0.2778) time: 0.7461 data: 0.0002 max mem: 29860 [17:33:24.804266] Epoch: [3] [ 600/2904] eta: 0:29:45 lr: 0.000192 loss: 0.4202 (0.4376) loss_rec_all: 0.4435 (0.4609) loss_rec_sfr: 0.6108 (0.6389) loss_cl: -0.2783 (-0.2778) time: 0.7460 data: 0.0002 max mem: 29860 [17:33:39.720495] Epoch: [3] [ 620/2904] eta: 0:29:28 lr: 0.000193 loss: 0.4276 (0.4373) loss_rec_all: 0.4517 (0.4606) loss_rec_sfr: 0.5903 (0.6378) loss_cl: -0.2780 (-0.2778) time: 0.7458 data: 0.0002 max mem: 29860 [17:33:54.635597] Epoch: [3] [ 640/2904] eta: 0:29:10 lr: 0.000193 loss: 0.4265 (0.4372) loss_rec_all: 0.4491 (0.4606) loss_rec_sfr: 0.6222 (0.6377) loss_cl: -0.2773 (-0.2778) time: 0.7457 data: 0.0002 max mem: 29860 [17:34:09.551919] Epoch: [3] [ 660/2904] eta: 0:28:53 lr: 0.000194 loss: 0.4240 (0.4370) loss_rec_all: 0.4471 (0.4604) loss_rec_sfr: 0.6495 (0.6375) loss_cl: -0.2781 (-0.2778) time: 0.7458 data: 0.0002 max mem: 29860 [17:34:24.473695] Epoch: [3] [ 680/2904] eta: 0:28:36 lr: 0.000194 loss: 0.4178 (0.4368) loss_rec_all: 0.4411 (0.4601) loss_rec_sfr: 0.6175 (0.6374) loss_cl: -0.2785 (-0.2778) time: 0.7460 data: 0.0002 max mem: 29860 [17:34:39.399818] Epoch: [3] [ 700/2904] eta: 0:28:19 lr: 0.000194 loss: 0.4206 (0.4364) loss_rec_all: 0.4437 (0.4597) loss_rec_sfr: 0.6059 (0.6369) loss_cl: -0.2785 (-0.2778) time: 0.7463 data: 0.0002 max mem: 29860 [17:34:54.333970] Epoch: [3] [ 720/2904] eta: 0:28:02 lr: 0.000195 loss: 0.4169 (0.4359) loss_rec_all: 0.4396 (0.4593) loss_rec_sfr: 0.6041 (0.6367) loss_cl: -0.2771 (-0.2778) time: 0.7467 data: 0.0002 max mem: 29860 [17:35:09.256321] Epoch: [3] [ 740/2904] eta: 0:27:45 lr: 0.000195 loss: 0.4218 (0.4359) loss_rec_all: 0.4460 (0.4592) loss_rec_sfr: 0.6142 (0.6364) loss_cl: -0.2776 (-0.2778) time: 0.7461 data: 0.0002 max mem: 29860 [17:35:24.177052] Epoch: [3] [ 760/2904] eta: 0:27:28 lr: 0.000196 loss: 0.4223 (0.4357) loss_rec_all: 0.4456 (0.4590) loss_rec_sfr: 0.6646 (0.6367) loss_cl: -0.2787 (-0.2778) time: 0.7460 data: 0.0002 max mem: 29860 [17:35:39.100869] Epoch: [3] [ 780/2904] eta: 0:27:12 lr: 0.000196 loss: 0.4152 (0.4354) loss_rec_all: 0.4389 (0.4587) loss_rec_sfr: 0.6100 (0.6362) loss_cl: -0.2782 (-0.2778) time: 0.7461 data: 0.0002 max mem: 29860 [17:35:54.036195] Epoch: [3] [ 800/2904] eta: 0:26:55 lr: 0.000197 loss: 0.4110 (0.4350) loss_rec_all: 0.4342 (0.4583) loss_rec_sfr: 0.6114 (0.6359) loss_cl: -0.2769 (-0.2778) time: 0.7467 data: 0.0002 max mem: 29860 [17:36:08.955334] Epoch: [3] [ 820/2904] eta: 0:26:39 lr: 0.000197 loss: 0.4157 (0.4346) loss_rec_all: 0.4389 (0.4579) loss_rec_sfr: 0.6086 (0.6357) loss_cl: -0.2786 (-0.2778) time: 0.7459 data: 0.0002 max mem: 29860 [17:36:23.882246] Epoch: [3] [ 840/2904] eta: 0:26:22 lr: 0.000197 loss: 0.4173 (0.4345) loss_rec_all: 0.4411 (0.4578) loss_rec_sfr: 0.5899 (0.6352) loss_cl: -0.2791 (-0.2778) time: 0.7463 data: 0.0002 max mem: 29860 [17:36:38.812417] Epoch: [3] [ 860/2904] eta: 0:26:06 lr: 0.000198 loss: 0.4175 (0.4344) loss_rec_all: 0.4403 (0.4577) loss_rec_sfr: 0.6732 (0.6358) loss_cl: -0.2777 (-0.2778) time: 0.7465 data: 0.0002 max mem: 29860 [17:36:53.735594] Epoch: [3] [ 880/2904] eta: 0:25:50 lr: 0.000198 loss: 0.4241 (0.4344) loss_rec_all: 0.4475 (0.4577) loss_rec_sfr: 0.6359 (0.6357) loss_cl: -0.2777 (-0.2778) time: 0.7461 data: 0.0002 max mem: 29860 [17:37:08.658709] Epoch: [3] [ 900/2904] eta: 0:25:34 lr: 0.000199 loss: 0.4243 (0.4344) loss_rec_all: 0.4487 (0.4577) loss_rec_sfr: 0.6541 (0.6357) loss_cl: -0.2787 (-0.2778) time: 0.7461 data: 0.0002 max mem: 29860 [17:37:23.582517] Epoch: [3] [ 920/2904] eta: 0:25:17 lr: 0.000199 loss: 0.4137 (0.4341) loss_rec_all: 0.4373 (0.4575) loss_rec_sfr: 0.6100 (0.6352) loss_cl: -0.2765 (-0.2778) time: 0.7462 data: 0.0002 max mem: 29860 [17:37:38.505714] Epoch: [3] [ 940/2904] eta: 0:25:01 lr: 0.000199 loss: 0.4139 (0.4340) loss_rec_all: 0.4372 (0.4573) loss_rec_sfr: 0.6601 (0.6352) loss_cl: -0.2778 (-0.2778) time: 0.7461 data: 0.0002 max mem: 29860 [17:37:53.427442] Epoch: [3] [ 960/2904] eta: 0:24:45 lr: 0.000200 loss: 0.4187 (0.4339) loss_rec_all: 0.4416 (0.4572) loss_rec_sfr: 0.6617 (0.6354) loss_cl: -0.2776 (-0.2778) time: 0.7460 data: 0.0002 max mem: 29860 [17:38:08.351437] Epoch: [3] [ 980/2904] eta: 0:24:29 lr: 0.000200 loss: 0.4277 (0.4340) loss_rec_all: 0.4517 (0.4574) loss_rec_sfr: 0.6238 (0.6351) loss_cl: -0.2784 (-0.2778) time: 0.7462 data: 0.0002 max mem: 29860 [17:38:23.277622] Epoch: [3] [1000/2904] eta: 0:24:13 lr: 0.000201 loss: 0.4158 (0.4337) loss_rec_all: 0.4388 (0.4571) loss_rec_sfr: 0.6114 (0.6347) loss_cl: -0.2777 (-0.2778) time: 0.7463 data: 0.0002 max mem: 29860 [17:38:38.203927] Epoch: [3] [1020/2904] eta: 0:23:57 lr: 0.000201 loss: 0.4166 (0.4335) loss_rec_all: 0.4406 (0.4568) loss_rec_sfr: 0.5978 (0.6341) loss_cl: -0.2781 (-0.2778) time: 0.7463 data: 0.0002 max mem: 29860 [17:38:53.126269] Epoch: [3] [1040/2904] eta: 0:23:42 lr: 0.000201 loss: 0.4162 (0.4332) loss_rec_all: 0.4407 (0.4565) loss_rec_sfr: 0.6064 (0.6337) loss_cl: -0.2768 (-0.2778) time: 0.7461 data: 0.0002 max mem: 29860 [17:39:08.052764] Epoch: [3] [1060/2904] eta: 0:23:26 lr: 0.000202 loss: 0.4136 (0.4331) loss_rec_all: 0.4381 (0.4564) loss_rec_sfr: 0.6280 (0.6336) loss_cl: -0.2782 (-0.2778) time: 0.7463 data: 0.0002 max mem: 29860 [17:39:22.980785] Epoch: [3] [1080/2904] eta: 0:23:10 lr: 0.000202 loss: 0.4290 (0.4331) loss_rec_all: 0.4531 (0.4564) loss_rec_sfr: 0.5547 (0.6327) loss_cl: -0.2769 (-0.2778) time: 0.7464 data: 0.0002 max mem: 29860 [17:39:37.903683] Epoch: [3] [1100/2904] eta: 0:22:54 lr: 0.000203 loss: 0.4195 (0.4330) loss_rec_all: 0.4428 (0.4563) loss_rec_sfr: 0.5922 (0.6324) loss_cl: -0.2790 (-0.2778) time: 0.7461 data: 0.0002 max mem: 29860 [17:39:52.823987] Epoch: [3] [1120/2904] eta: 0:22:38 lr: 0.000203 loss: 0.4139 (0.4328) loss_rec_all: 0.4371 (0.4561) loss_rec_sfr: 0.6507 (0.6326) loss_cl: -0.2752 (-0.2778) time: 0.7460 data: 0.0002 max mem: 29860 [17:40:07.749353] Epoch: [3] [1140/2904] eta: 0:22:23 lr: 0.000204 loss: 0.4146 (0.4326) loss_rec_all: 0.4381 (0.4560) loss_rec_sfr: 0.6077 (0.6323) loss_cl: -0.2780 (-0.2778) time: 0.7462 data: 0.0002 max mem: 29860 [17:40:22.669924] Epoch: [3] [1160/2904] eta: 0:22:07 lr: 0.000204 loss: 0.4093 (0.4324) loss_rec_all: 0.4327 (0.4557) loss_rec_sfr: 0.5881 (0.6320) loss_cl: -0.2789 (-0.2778) time: 0.7460 data: 0.0002 max mem: 29860 [17:40:37.588438] Epoch: [3] [1180/2904] eta: 0:21:51 lr: 0.000204 loss: 0.4124 (0.4321) loss_rec_all: 0.4358 (0.4554) loss_rec_sfr: 0.5962 (0.6317) loss_cl: -0.2777 (-0.2778) time: 0.7459 data: 0.0002 max mem: 29860 [17:40:52.509435] Epoch: [3] [1200/2904] eta: 0:21:36 lr: 0.000205 loss: 0.4071 (0.4318) loss_rec_all: 0.4307 (0.4551) loss_rec_sfr: 0.5537 (0.6307) loss_cl: -0.2769 (-0.2778) time: 0.7460 data: 0.0002 max mem: 29860 [17:41:07.435797] Epoch: [3] [1220/2904] eta: 0:21:20 lr: 0.000205 loss: 0.4086 (0.4315) loss_rec_all: 0.4328 (0.4549) loss_rec_sfr: 0.5931 (0.6302) loss_cl: -0.2777 (-0.2778) time: 0.7463 data: 0.0002 max mem: 29860 [17:41:22.366190] Epoch: [3] [1240/2904] eta: 0:21:04 lr: 0.000206 loss: 0.4263 (0.4314) loss_rec_all: 0.4494 (0.4548) loss_rec_sfr: 0.5701 (0.6298) loss_cl: -0.2773 (-0.2778) time: 0.7465 data: 0.0002 max mem: 29860 [17:41:37.284576] Epoch: [3] [1260/2904] eta: 0:20:49 lr: 0.000206 loss: 0.4263 (0.4315) loss_rec_all: 0.4492 (0.4548) loss_rec_sfr: 0.6203 (0.6298) loss_cl: -0.2788 (-0.2778) time: 0.7459 data: 0.0002 max mem: 29860 [17:41:52.200449] Epoch: [3] [1280/2904] eta: 0:20:33 lr: 0.000206 loss: 0.4121 (0.4314) loss_rec_all: 0.4356 (0.4547) loss_rec_sfr: 0.6213 (0.6298) loss_cl: -0.2774 (-0.2778) time: 0.7458 data: 0.0002 max mem: 29860 [17:42:07.124642] Epoch: [3] [1300/2904] eta: 0:20:18 lr: 0.000207 loss: 0.4104 (0.4312) loss_rec_all: 0.4343 (0.4545) loss_rec_sfr: 0.5759 (0.6295) loss_cl: -0.2778 (-0.2778) time: 0.7462 data: 0.0002 max mem: 29860 [17:42:22.046969] Epoch: [3] [1320/2904] eta: 0:20:02 lr: 0.000207 loss: 0.4073 (0.4309) loss_rec_all: 0.4311 (0.4543) loss_rec_sfr: 0.5647 (0.6290) loss_cl: -0.2797 (-0.2778) time: 0.7461 data: 0.0002 max mem: 29860 [17:42:36.969660] Epoch: [3] [1340/2904] eta: 0:19:47 lr: 0.000208 loss: 0.4058 (0.4308) loss_rec_all: 0.4297 (0.4541) loss_rec_sfr: 0.6510 (0.6291) loss_cl: -0.2774 (-0.2778) time: 0.7461 data: 0.0002 max mem: 29860 [17:42:51.892105] Epoch: [3] [1360/2904] eta: 0:19:31 lr: 0.000208 loss: 0.4092 (0.4306) loss_rec_all: 0.4329 (0.4539) loss_rec_sfr: 0.6233 (0.6288) loss_cl: -0.2783 (-0.2778) time: 0.7461 data: 0.0002 max mem: 29860 [17:43:06.811697] Epoch: [3] [1380/2904] eta: 0:19:16 lr: 0.000209 loss: 0.4122 (0.4304) loss_rec_all: 0.4361 (0.4538) loss_rec_sfr: 0.6000 (0.6286) loss_cl: -0.2776 (-0.2778) time: 0.7459 data: 0.0002 max mem: 29860 [17:43:21.733482] Epoch: [3] [1400/2904] eta: 0:19:00 lr: 0.000209 loss: 0.4090 (0.4302) loss_rec_all: 0.4327 (0.4535) loss_rec_sfr: 0.5459 (0.6279) loss_cl: -0.2779 (-0.2778) time: 0.7460 data: 0.0002 max mem: 29860 [17:43:36.651027] Epoch: [3] [1420/2904] eta: 0:18:45 lr: 0.000209 loss: 0.4067 (0.4300) loss_rec_all: 0.4306 (0.4534) loss_rec_sfr: 0.5827 (0.6275) loss_cl: -0.2783 (-0.2778) time: 0.7458 data: 0.0002 max mem: 29860 [17:43:51.571057] Epoch: [3] [1440/2904] eta: 0:18:30 lr: 0.000210 loss: 0.4009 (0.4296) loss_rec_all: 0.4246 (0.4530) loss_rec_sfr: 0.5892 (0.6269) loss_cl: -0.2786 (-0.2778) time: 0.7460 data: 0.0002 max mem: 29860 [17:44:06.490978] Epoch: [3] [1460/2904] eta: 0:18:14 lr: 0.000210 loss: 0.4111 (0.4294) loss_rec_all: 0.4345 (0.4528) loss_rec_sfr: 0.5907 (0.6268) loss_cl: -0.2786 (-0.2778) time: 0.7459 data: 0.0002 max mem: 29860 [17:44:21.412927] Epoch: [3] [1480/2904] eta: 0:17:59 lr: 0.000211 loss: 0.4012 (0.4291) loss_rec_all: 0.4242 (0.4525) loss_rec_sfr: 0.5994 (0.6267) loss_cl: -0.2785 (-0.2778) time: 0.7461 data: 0.0002 max mem: 29860 [17:44:36.343786] Epoch: [3] [1500/2904] eta: 0:17:43 lr: 0.000211 loss: 0.4121 (0.4290) loss_rec_all: 0.4359 (0.4524) loss_rec_sfr: 0.5998 (0.6264) loss_cl: -0.2785 (-0.2778) time: 0.7465 data: 0.0002 max mem: 29860 [17:44:51.267608] Epoch: [3] [1520/2904] eta: 0:17:28 lr: 0.000211 loss: 0.4038 (0.4288) loss_rec_all: 0.4269 (0.4522) loss_rec_sfr: 0.6696 (0.6264) loss_cl: -0.2785 (-0.2778) time: 0.7462 data: 0.0002 max mem: 29860 [17:45:06.190980] Epoch: [3] [1540/2904] eta: 0:17:13 lr: 0.000212 loss: 0.4066 (0.4286) loss_rec_all: 0.4300 (0.4520) loss_rec_sfr: 0.6483 (0.6264) loss_cl: -0.2774 (-0.2778) time: 0.7461 data: 0.0002 max mem: 29860 [17:45:21.112229] Epoch: [3] [1560/2904] eta: 0:16:57 lr: 0.000212 loss: 0.4118 (0.4285) loss_rec_all: 0.4348 (0.4519) loss_rec_sfr: 0.5963 (0.6264) loss_cl: -0.2775 (-0.2778) time: 0.7460 data: 0.0002 max mem: 29860 [17:45:36.051206] Epoch: [3] [1580/2904] eta: 0:16:42 lr: 0.000213 loss: 0.4040 (0.4284) loss_rec_all: 0.4272 (0.4518) loss_rec_sfr: 0.6363 (0.6265) loss_cl: -0.2770 (-0.2778) time: 0.7469 data: 0.0002 max mem: 29860 [17:45:50.973917] Epoch: [3] [1600/2904] eta: 0:16:27 lr: 0.000213 loss: 0.4053 (0.4281) loss_rec_all: 0.4290 (0.4515) loss_rec_sfr: 0.5748 (0.6260) loss_cl: -0.2783 (-0.2778) time: 0.7461 data: 0.0002 max mem: 29860 [17:46:05.898349] Epoch: [3] [1620/2904] eta: 0:16:11 lr: 0.000213 loss: 0.4087 (0.4281) loss_rec_all: 0.4327 (0.4515) loss_rec_sfr: 0.6196 (0.6259) loss_cl: -0.2783 (-0.2778) time: 0.7462 data: 0.0002 max mem: 29860 [17:46:20.825245] Epoch: [3] [1640/2904] eta: 0:15:56 lr: 0.000214 loss: 0.4034 (0.4279) loss_rec_all: 0.4272 (0.4513) loss_rec_sfr: 0.6233 (0.6257) loss_cl: -0.2775 (-0.2778) time: 0.7463 data: 0.0002 max mem: 29860 [17:46:35.750804] Epoch: [3] [1660/2904] eta: 0:15:41 lr: 0.000214 loss: 0.3993 (0.4277) loss_rec_all: 0.4230 (0.4511) loss_rec_sfr: 0.6369 (0.6256) loss_cl: -0.2777 (-0.2778) time: 0.7462 data: 0.0002 max mem: 29860 [17:46:50.677630] Epoch: [3] [1680/2904] eta: 0:15:25 lr: 0.000215 loss: 0.3984 (0.4275) loss_rec_all: 0.4224 (0.4509) loss_rec_sfr: 0.6474 (0.6255) loss_cl: -0.2780 (-0.2778) time: 0.7463 data: 0.0002 max mem: 29860 [17:47:05.603408] Epoch: [3] [1700/2904] eta: 0:15:10 lr: 0.000215 loss: 0.4123 (0.4275) loss_rec_all: 0.4354 (0.4509) loss_rec_sfr: 0.6348 (0.6257) loss_cl: -0.2789 (-0.2778) time: 0.7462 data: 0.0002 max mem: 29860 [17:47:20.523992] Epoch: [3] [1720/2904] eta: 0:14:55 lr: 0.000216 loss: 0.4050 (0.4273) loss_rec_all: 0.4289 (0.4507) loss_rec_sfr: 0.5950 (0.6255) loss_cl: -0.2778 (-0.2778) time: 0.7460 data: 0.0002 max mem: 29860 [17:47:35.465354] Epoch: [3] [1740/2904] eta: 0:14:40 lr: 0.000216 loss: 0.3988 (0.4271) loss_rec_all: 0.4224 (0.4505) loss_rec_sfr: 0.6251 (0.6254) loss_cl: -0.2772 (-0.2778) time: 0.7470 data: 0.0002 max mem: 29860 [17:47:50.386147] Epoch: [3] [1760/2904] eta: 0:14:24 lr: 0.000216 loss: 0.4010 (0.4268) loss_rec_all: 0.4245 (0.4502) loss_rec_sfr: 0.5857 (0.6252) loss_cl: -0.2791 (-0.2778) time: 0.7460 data: 0.0002 max mem: 29860 [17:48:05.312078] Epoch: [3] [1780/2904] eta: 0:14:09 lr: 0.000217 loss: 0.4008 (0.4266) loss_rec_all: 0.4240 (0.4500) loss_rec_sfr: 0.6499 (0.6253) loss_cl: -0.2786 (-0.2778) time: 0.7463 data: 0.0002 max mem: 29860 [17:48:20.232483] Epoch: [3] [1800/2904] eta: 0:13:54 lr: 0.000217 loss: 0.3968 (0.4264) loss_rec_all: 0.4205 (0.4498) loss_rec_sfr: 0.6528 (0.6253) loss_cl: -0.2771 (-0.2778) time: 0.7460 data: 0.0002 max mem: 29860 [17:48:35.154060] Epoch: [3] [1820/2904] eta: 0:13:39 lr: 0.000218 loss: 0.4091 (0.4263) loss_rec_all: 0.4324 (0.4497) loss_rec_sfr: 0.5896 (0.6251) loss_cl: -0.2778 (-0.2778) time: 0.7460 data: 0.0002 max mem: 29860 [17:48:50.076197] Epoch: [3] [1840/2904] eta: 0:13:23 lr: 0.000218 loss: 0.3990 (0.4260) loss_rec_all: 0.4229 (0.4494) loss_rec_sfr: 0.5765 (0.6247) loss_cl: -0.2793 (-0.2778) time: 0.7461 data: 0.0002 max mem: 29860 [17:49:05.000329] Epoch: [3] [1860/2904] eta: 0:13:08 lr: 0.000218 loss: 0.3980 (0.4258) loss_rec_all: 0.4214 (0.4492) loss_rec_sfr: 0.5856 (0.6244) loss_cl: -0.2784 (-0.2778) time: 0.7462 data: 0.0002 max mem: 29860 [17:49:19.938924] Epoch: [3] [1880/2904] eta: 0:12:53 lr: 0.000219 loss: 0.3957 (0.4255) loss_rec_all: 0.4199 (0.4489) loss_rec_sfr: 0.6322 (0.6243) loss_cl: -0.2789 (-0.2778) time: 0.7469 data: 0.0002 max mem: 29860 [17:49:34.878400] Epoch: [3] [1900/2904] eta: 0:12:38 lr: 0.000219 loss: 0.3988 (0.4253) loss_rec_all: 0.4220 (0.4487) loss_rec_sfr: 0.5800 (0.6239) loss_cl: -0.2793 (-0.2778) time: 0.7469 data: 0.0002 max mem: 29860 [17:49:49.811791] Epoch: [3] [1920/2904] eta: 0:12:23 lr: 0.000220 loss: 0.3984 (0.4252) loss_rec_all: 0.4222 (0.4486) loss_rec_sfr: 0.6360 (0.6238) loss_cl: -0.2775 (-0.2778) time: 0.7466 data: 0.0002 max mem: 29860 [17:50:04.748745] Epoch: [3] [1940/2904] eta: 0:12:07 lr: 0.000220 loss: 0.3938 (0.4249) loss_rec_all: 0.4178 (0.4483) loss_rec_sfr: 0.5778 (0.6234) loss_cl: -0.2805 (-0.2778) time: 0.7468 data: 0.0002 max mem: 29860 [17:50:19.681818] Epoch: [3] [1960/2904] eta: 0:11:52 lr: 0.000220 loss: 0.4008 (0.4247) loss_rec_all: 0.4245 (0.4482) loss_rec_sfr: 0.5796 (0.6231) loss_cl: -0.2779 (-0.2778) time: 0.7466 data: 0.0002 max mem: 29860 [17:50:34.614239] Epoch: [3] [1980/2904] eta: 0:11:37 lr: 0.000221 loss: 0.3949 (0.4245) loss_rec_all: 0.4187 (0.4480) loss_rec_sfr: 0.6329 (0.6230) loss_cl: -0.2788 (-0.2778) time: 0.7466 data: 0.0002 max mem: 29860 [17:50:49.552201] Epoch: [3] [2000/2904] eta: 0:11:22 lr: 0.000221 loss: 0.3880 (0.4243) loss_rec_all: 0.4111 (0.4477) loss_rec_sfr: 0.5711 (0.6228) loss_cl: -0.2790 (-0.2778) time: 0.7469 data: 0.0002 max mem: 29860 [17:51:04.483899] Epoch: [3] [2020/2904] eta: 0:11:07 lr: 0.000222 loss: 0.4032 (0.4241) loss_rec_all: 0.4269 (0.4475) loss_rec_sfr: 0.5775 (0.6226) loss_cl: -0.2786 (-0.2778) time: 0.7465 data: 0.0002 max mem: 29860 [17:51:19.426954] Epoch: [3] [2040/2904] eta: 0:10:52 lr: 0.000222 loss: 0.4002 (0.4239) loss_rec_all: 0.4242 (0.4473) loss_rec_sfr: 0.5802 (0.6224) loss_cl: -0.2803 (-0.2778) time: 0.7471 data: 0.0002 max mem: 29860 [17:51:34.360066] Epoch: [3] [2060/2904] eta: 0:10:36 lr: 0.000223 loss: 0.3928 (0.4236) loss_rec_all: 0.4167 (0.4471) loss_rec_sfr: 0.5608 (0.6219) loss_cl: -0.2789 (-0.2778) time: 0.7466 data: 0.0002 max mem: 29860 [17:51:49.293667] Epoch: [3] [2080/2904] eta: 0:10:21 lr: 0.000223 loss: 0.4037 (0.4235) loss_rec_all: 0.4275 (0.4469) loss_rec_sfr: 0.6053 (0.6217) loss_cl: -0.2773 (-0.2778) time: 0.7466 data: 0.0002 max mem: 29860 [17:52:04.225878] Epoch: [3] [2100/2904] eta: 0:10:06 lr: 0.000223 loss: 0.3968 (0.4232) loss_rec_all: 0.4201 (0.4467) loss_rec_sfr: 0.6029 (0.6216) loss_cl: -0.2782 (-0.2778) time: 0.7466 data: 0.0002 max mem: 29860 [17:52:19.155846] Epoch: [3] [2120/2904] eta: 0:09:51 lr: 0.000224 loss: 0.4054 (0.4232) loss_rec_all: 0.4289 (0.4466) loss_rec_sfr: 0.6539 (0.6216) loss_cl: -0.2797 (-0.2778) time: 0.7465 data: 0.0002 max mem: 29860 [17:52:34.076839] Epoch: [3] [2140/2904] eta: 0:09:36 lr: 0.000224 loss: 0.4006 (0.4231) loss_rec_all: 0.4239 (0.4465) loss_rec_sfr: 0.6305 (0.6215) loss_cl: -0.2778 (-0.2778) time: 0.7460 data: 0.0002 max mem: 29860 [17:52:49.007259] Epoch: [3] [2160/2904] eta: 0:09:21 lr: 0.000225 loss: 0.4091 (0.4230) loss_rec_all: 0.4321 (0.4465) loss_rec_sfr: 0.5659 (0.6213) loss_cl: -0.2783 (-0.2778) time: 0.7465 data: 0.0002 max mem: 29860 [17:53:03.935027] Epoch: [3] [2180/2904] eta: 0:09:06 lr: 0.000225 loss: 0.3904 (0.4229) loss_rec_all: 0.4139 (0.4463) loss_rec_sfr: 0.6336 (0.6213) loss_cl: -0.2770 (-0.2778) time: 0.7463 data: 0.0002 max mem: 29860 [17:53:18.863443] Epoch: [3] [2200/2904] eta: 0:08:50 lr: 0.000225 loss: 0.3930 (0.4227) loss_rec_all: 0.4172 (0.4462) loss_rec_sfr: 0.5890 (0.6210) loss_cl: -0.2771 (-0.2778) time: 0.7464 data: 0.0002 max mem: 29860 [17:53:33.790109] Epoch: [3] [2220/2904] eta: 0:08:35 lr: 0.000226 loss: 0.3961 (0.4225) loss_rec_all: 0.4191 (0.4459) loss_rec_sfr: 0.5718 (0.6207) loss_cl: -0.2773 (-0.2778) time: 0.7463 data: 0.0002 max mem: 29860 [17:53:48.719585] Epoch: [3] [2240/2904] eta: 0:08:20 lr: 0.000226 loss: 0.3913 (0.4223) loss_rec_all: 0.4151 (0.4457) loss_rec_sfr: 0.5735 (0.6204) loss_cl: -0.2779 (-0.2778) time: 0.7464 data: 0.0002 max mem: 29860 [17:54:03.650651] Epoch: [3] [2260/2904] eta: 0:08:05 lr: 0.000227 loss: 0.3940 (0.4222) loss_rec_all: 0.4180 (0.4456) loss_rec_sfr: 0.6069 (0.6202) loss_cl: -0.2789 (-0.2778) time: 0.7465 data: 0.0002 max mem: 29860 [17:54:18.573925] Epoch: [3] [2280/2904] eta: 0:07:50 lr: 0.000227 loss: 0.3893 (0.4219) loss_rec_all: 0.4128 (0.4453) loss_rec_sfr: 0.5345 (0.6198) loss_cl: -0.2773 (-0.2778) time: 0.7461 data: 0.0002 max mem: 29860 [17:54:33.493139] Epoch: [3] [2300/2904] eta: 0:07:35 lr: 0.000228 loss: 0.3950 (0.4217) loss_rec_all: 0.4190 (0.4452) loss_rec_sfr: 0.6546 (0.6199) loss_cl: -0.2778 (-0.2778) time: 0.7459 data: 0.0002 max mem: 29860 [17:54:48.419934] Epoch: [3] [2320/2904] eta: 0:07:20 lr: 0.000228 loss: 0.3952 (0.4216) loss_rec_all: 0.4191 (0.4451) loss_rec_sfr: 0.6490 (0.6199) loss_cl: -0.2797 (-0.2778) time: 0.7463 data: 0.0002 max mem: 29860 [17:55:03.349647] Epoch: [3] [2340/2904] eta: 0:07:05 lr: 0.000228 loss: 0.3844 (0.4214) loss_rec_all: 0.4074 (0.4449) loss_rec_sfr: 0.6130 (0.6197) loss_cl: -0.2774 (-0.2778) time: 0.7464 data: 0.0002 max mem: 29860 [17:55:18.269301] Epoch: [3] [2360/2904] eta: 0:06:49 lr: 0.000229 loss: 0.3880 (0.4212) loss_rec_all: 0.4113 (0.4447) loss_rec_sfr: 0.5761 (0.6195) loss_cl: -0.2775 (-0.2778) time: 0.7459 data: 0.0002 max mem: 29860 [17:55:33.193909] Epoch: [3] [2380/2904] eta: 0:06:34 lr: 0.000229 loss: 0.3958 (0.4211) loss_rec_all: 0.4196 (0.4445) loss_rec_sfr: 0.5717 (0.6193) loss_cl: -0.2777 (-0.2778) time: 0.7462 data: 0.0002 max mem: 29860 [17:55:48.119072] Epoch: [3] [2400/2904] eta: 0:06:19 lr: 0.000230 loss: 0.3898 (0.4209) loss_rec_all: 0.4128 (0.4443) loss_rec_sfr: 0.6148 (0.6191) loss_cl: -0.2777 (-0.2778) time: 0.7462 data: 0.0002 max mem: 29860 [17:56:03.044521] Epoch: [3] [2420/2904] eta: 0:06:04 lr: 0.000230 loss: 0.3811 (0.4206) loss_rec_all: 0.4045 (0.4440) loss_rec_sfr: 0.6239 (0.6189) loss_cl: -0.2795 (-0.2778) time: 0.7462 data: 0.0002 max mem: 29860 [17:56:17.970266] Epoch: [3] [2440/2904] eta: 0:05:49 lr: 0.000230 loss: 0.3945 (0.4205) loss_rec_all: 0.4183 (0.4439) loss_rec_sfr: 0.6061 (0.6188) loss_cl: -0.2779 (-0.2778) time: 0.7462 data: 0.0002 max mem: 29860 [17:56:32.889205] Epoch: [3] [2460/2904] eta: 0:05:34 lr: 0.000231 loss: 0.3858 (0.4203) loss_rec_all: 0.4096 (0.4437) loss_rec_sfr: 0.6242 (0.6187) loss_cl: -0.2782 (-0.2778) time: 0.7459 data: 0.0002 max mem: 29860 [17:56:47.809118] Epoch: [3] [2480/2904] eta: 0:05:19 lr: 0.000231 loss: 0.3827 (0.4200) loss_rec_all: 0.4060 (0.4435) loss_rec_sfr: 0.6377 (0.6187) loss_cl: -0.2775 (-0.2778) time: 0.7460 data: 0.0002 max mem: 29860 [17:57:02.731192] Epoch: [3] [2500/2904] eta: 0:05:04 lr: 0.000232 loss: 0.3856 (0.4198) loss_rec_all: 0.4093 (0.4433) loss_rec_sfr: 0.6337 (0.6186) loss_cl: -0.2780 (-0.2778) time: 0.7461 data: 0.0002 max mem: 29860 [17:57:17.657698] Epoch: [3] [2520/2904] eta: 0:04:49 lr: 0.000232 loss: 0.3911 (0.4197) loss_rec_all: 0.4148 (0.4432) loss_rec_sfr: 0.6415 (0.6186) loss_cl: -0.2786 (-0.2778) time: 0.7463 data: 0.0002 max mem: 29860 [17:57:32.578388] Epoch: [3] [2540/2904] eta: 0:04:34 lr: 0.000232 loss: 0.3912 (0.4196) loss_rec_all: 0.4145 (0.4430) loss_rec_sfr: 0.6190 (0.6185) loss_cl: -0.2775 (-0.2778) time: 0.7460 data: 0.0002 max mem: 29860 [17:57:47.499529] Epoch: [3] [2560/2904] eta: 0:04:19 lr: 0.000233 loss: 0.3821 (0.4193) loss_rec_all: 0.4058 (0.4427) loss_rec_sfr: 0.5725 (0.6183) loss_cl: -0.2780 (-0.2778) time: 0.7460 data: 0.0002 max mem: 29860 [17:58:02.422778] Epoch: [3] [2580/2904] eta: 0:04:03 lr: 0.000233 loss: 0.3877 (0.4191) loss_rec_all: 0.4118 (0.4425) loss_rec_sfr: 0.6042 (0.6181) loss_cl: -0.2786 (-0.2778) time: 0.7461 data: 0.0002 max mem: 29860 [17:58:17.349132] Epoch: [3] [2600/2904] eta: 0:03:48 lr: 0.000234 loss: 0.3887 (0.4189) loss_rec_all: 0.4121 (0.4424) loss_rec_sfr: 0.6272 (0.6180) loss_cl: -0.2787 (-0.2778) time: 0.7463 data: 0.0002 max mem: 29860 [17:58:32.292473] Epoch: [3] [2620/2904] eta: 0:03:33 lr: 0.000234 loss: 0.3920 (0.4188) loss_rec_all: 0.4149 (0.4422) loss_rec_sfr: 0.6204 (0.6179) loss_cl: -0.2784 (-0.2778) time: 0.7471 data: 0.0002 max mem: 29860 [17:58:47.225818] Epoch: [3] [2640/2904] eta: 0:03:18 lr: 0.000235 loss: 0.3874 (0.4187) loss_rec_all: 0.4113 (0.4421) loss_rec_sfr: 0.6197 (0.6178) loss_cl: -0.2773 (-0.2778) time: 0.7466 data: 0.0002 max mem: 29860 [17:59:02.145563] Epoch: [3] [2660/2904] eta: 0:03:03 lr: 0.000235 loss: 0.3887 (0.4185) loss_rec_all: 0.4118 (0.4420) loss_rec_sfr: 0.6316 (0.6178) loss_cl: -0.2777 (-0.2778) time: 0.7459 data: 0.0002 max mem: 29860 [17:59:17.095965] Epoch: [3] [2680/2904] eta: 0:02:48 lr: 0.000235 loss: 0.3812 (0.4183) loss_rec_all: 0.4052 (0.4418) loss_rec_sfr: 0.6088 (0.6177) loss_cl: -0.2778 (-0.2778) time: 0.7475 data: 0.0002 max mem: 29860 [17:59:32.023154] Epoch: [3] [2700/2904] eta: 0:02:33 lr: 0.000236 loss: 0.3796 (0.4181) loss_rec_all: 0.4029 (0.4416) loss_rec_sfr: 0.6115 (0.6176) loss_cl: -0.2773 (-0.2778) time: 0.7463 data: 0.0002 max mem: 29860 [17:59:46.940524] Epoch: [3] [2720/2904] eta: 0:02:18 lr: 0.000236 loss: 0.3837 (0.4180) loss_rec_all: 0.4070 (0.4414) loss_rec_sfr: 0.6207 (0.6175) loss_cl: -0.2779 (-0.2778) time: 0.7458 data: 0.0002 max mem: 29860 [18:00:01.861140] Epoch: [3] [2740/2904] eta: 0:02:03 lr: 0.000237 loss: 0.3813 (0.4178) loss_rec_all: 0.4044 (0.4412) loss_rec_sfr: 0.5728 (0.6172) loss_cl: -0.2784 (-0.2778) time: 0.7460 data: 0.0002 max mem: 29860 [18:00:16.786205] Epoch: [3] [2760/2904] eta: 0:01:48 lr: 0.000237 loss: 0.3902 (0.4176) loss_rec_all: 0.4135 (0.4411) loss_rec_sfr: 0.6287 (0.6171) loss_cl: -0.2778 (-0.2778) time: 0.7462 data: 0.0002 max mem: 29860 [18:00:31.703354] Epoch: [3] [2780/2904] eta: 0:01:33 lr: 0.000237 loss: 0.3813 (0.4174) loss_rec_all: 0.4044 (0.4409) loss_rec_sfr: 0.6085 (0.6169) loss_cl: -0.2783 (-0.2778) time: 0.7458 data: 0.0002 max mem: 29860 [18:00:46.618866] Epoch: [3] [2800/2904] eta: 0:01:18 lr: 0.000238 loss: 0.3828 (0.4172) loss_rec_all: 0.4058 (0.4407) loss_rec_sfr: 0.5667 (0.6167) loss_cl: -0.2786 (-0.2778) time: 0.7457 data: 0.0002 max mem: 29860 [18:01:01.542630] Epoch: [3] [2820/2904] eta: 0:01:03 lr: 0.000238 loss: 0.3798 (0.4170) loss_rec_all: 0.4042 (0.4405) loss_rec_sfr: 0.5993 (0.6165) loss_cl: -0.2786 (-0.2778) time: 0.7462 data: 0.0002 max mem: 29860 [18:01:16.494484] Epoch: [3] [2840/2904] eta: 0:00:48 lr: 0.000239 loss: 0.3837 (0.4168) loss_rec_all: 0.4070 (0.4403) loss_rec_sfr: 0.5542 (0.6162) loss_cl: -0.2784 (-0.2778) time: 0.7476 data: 0.0023 max mem: 29860 [18:01:31.396843] Epoch: [3] [2860/2904] eta: 0:00:33 lr: 0.000239 loss: 0.3803 (0.4166) loss_rec_all: 0.4044 (0.4400) loss_rec_sfr: 0.5512 (0.6159) loss_cl: -0.2781 (-0.2778) time: 0.7451 data: 0.0001 max mem: 29860 [18:01:46.303165] Epoch: [3] [2880/2904] eta: 0:00:18 lr: 0.000240 loss: 0.3837 (0.4165) loss_rec_all: 0.4077 (0.4399) loss_rec_sfr: 0.5698 (0.6158) loss_cl: -0.2765 (-0.2778) time: 0.7453 data: 0.0001 max mem: 29860 [18:02:01.209404] Epoch: [3] [2900/2904] eta: 0:00:03 lr: 0.000240 loss: 0.3783 (0.4163) loss_rec_all: 0.4024 (0.4397) loss_rec_sfr: 0.5766 (0.6155) loss_cl: -0.2780 (-0.2778) time: 0.7453 data: 0.0001 max mem: 29860 [18:02:03.453523] Epoch: [3] [2903/2904] eta: 0:00:00 lr: 0.000240 loss: 0.3778 (0.4162) loss_rec_all: 0.4018 (0.4397) loss_rec_sfr: 0.5769 (0.6155) loss_cl: -0.2780 (-0.2778) time: 0.7454 data: 0.0001 max mem: 29860 [18:02:05.493834] Epoch: [3] Total time: 0:36:26 (0.7530 s / it) [18:02:05.500260] Averaged stats: lr: 0.000240 loss: 0.3778 (0.4190) loss_rec_all: 0.4018 (0.4401) loss_rec_sfr: 0.5769 (0.6152) loss_cl: -0.2780 (-0.2540) [18:02:05.504936] log_dir: ./checkpoint/VF2_ViT-B [18:02:20.720758] Epoch: [4] [ 0/2904] eta: 12:16:24 lr: 0.000240 loss: 0.3732 (0.3732) loss_rec_all: 0.3966 (0.3966) loss_rec_sfr: 0.6291 (0.6291) loss_cl: -0.2779 (-0.2779) time: 15.2150 data: 8.7919 max mem: 29860 [18:02:38.782319] Epoch: [4] [ 20/2904] eta: 1:16:09 lr: 0.000240 loss: 0.3824 (0.3948) loss_rec_all: 0.4054 (0.4183) loss_rec_sfr: 0.6152 (0.5935) loss_cl: -0.2773 (-0.2773) time: 0.9030 data: 0.1155 max mem: 29860 [18:02:53.661348] Epoch: [4] [ 40/2904] eta: 0:56:03 lr: 0.000241 loss: 0.3905 (0.4016) loss_rec_all: 0.4149 (0.4251) loss_rec_sfr: 0.6410 (0.6016) loss_cl: -0.2767 (-0.2771) time: 0.7439 data: 0.0002 max mem: 29860 [18:03:08.548464] Epoch: [4] [ 60/2904] eta: 0:48:59 lr: 0.000241 loss: 0.3766 (0.3970) loss_rec_all: 0.4001 (0.4206) loss_rec_sfr: 0.5500 (0.5908) loss_cl: -0.2770 (-0.2771) time: 0.7443 data: 0.0002 max mem: 29860 [18:03:23.442954] Epoch: [4] [ 80/2904] eta: 0:45:17 lr: 0.000242 loss: 0.3750 (0.3917) loss_rec_all: 0.3987 (0.4153) loss_rec_sfr: 0.5579 (0.5862) loss_cl: -0.2793 (-0.2776) time: 0.7447 data: 0.0002 max mem: 29860 [18:03:38.356565] Epoch: [4] [ 100/2904] eta: 0:42:57 lr: 0.000242 loss: 0.3897 (0.3938) loss_rec_all: 0.4134 (0.4174) loss_rec_sfr: 0.6123 (0.5888) loss_cl: -0.2772 (-0.2775) time: 0.7456 data: 0.0002 max mem: 29860 [18:03:53.273541] Epoch: [4] [ 120/2904] eta: 0:41:19 lr: 0.000242 loss: 0.3817 (0.3936) loss_rec_all: 0.4055 (0.4172) loss_rec_sfr: 0.5788 (0.5886) loss_cl: -0.2773 (-0.2774) time: 0.7458 data: 0.0002 max mem: 29860 [18:04:08.196330] Epoch: [4] [ 140/2904] eta: 0:40:04 lr: 0.000243 loss: 0.3771 (0.3925) loss_rec_all: 0.4007 (0.4162) loss_rec_sfr: 0.6090 (0.5886) loss_cl: -0.2782 (-0.2776) time: 0.7461 data: 0.0002 max mem: 29860 [18:04:23.154093] Epoch: [4] [ 160/2904] eta: 0:39:05 lr: 0.000243 loss: 0.3759 (0.3922) loss_rec_all: 0.3996 (0.4158) loss_rec_sfr: 0.5653 (0.5884) loss_cl: -0.2770 (-0.2775) time: 0.7478 data: 0.0002 max mem: 29860 [18:04:38.076534] Epoch: [4] [ 180/2904] eta: 0:38:16 lr: 0.000244 loss: 0.3780 (0.3921) loss_rec_all: 0.4020 (0.4157) loss_rec_sfr: 0.6128 (0.5895) loss_cl: -0.2781 (-0.2776) time: 0.7461 data: 0.0002 max mem: 29860 [18:04:53.010808] Epoch: [4] [ 200/2904] eta: 0:37:33 lr: 0.000244 loss: 0.3896 (0.3932) loss_rec_all: 0.4128 (0.4168) loss_rec_sfr: 0.6168 (0.5913) loss_cl: -0.2768 (-0.2775) time: 0.7467 data: 0.0002 max mem: 29860 [18:05:07.927337] Epoch: [4] [ 220/2904] eta: 0:36:55 lr: 0.000245 loss: 0.3822 (0.3929) loss_rec_all: 0.4062 (0.4165) loss_rec_sfr: 0.5498 (0.5895) loss_cl: -0.2768 (-0.2774) time: 0.7458 data: 0.0002 max mem: 29860 [18:05:22.841146] Epoch: [4] [ 240/2904] eta: 0:36:21 lr: 0.000245 loss: 0.3773 (0.3930) loss_rec_all: 0.4003 (0.4166) loss_rec_sfr: 0.6127 (0.5911) loss_cl: -0.2770 (-0.2774) time: 0.7456 data: 0.0002 max mem: 29860 [18:05:37.761394] Epoch: [4] [ 260/2904] eta: 0:35:50 lr: 0.000245 loss: 0.3734 (0.3927) loss_rec_all: 0.3969 (0.4163) loss_rec_sfr: 0.6008 (0.5908) loss_cl: -0.2785 (-0.2775) time: 0.7460 data: 0.0002 max mem: 29860 [18:05:52.694890] Epoch: [4] [ 280/2904] eta: 0:35:21 lr: 0.000246 loss: 0.3843 (0.3921) loss_rec_all: 0.4073 (0.4157) loss_rec_sfr: 0.6046 (0.5901) loss_cl: -0.2771 (-0.2775) time: 0.7466 data: 0.0002 max mem: 29860 [18:06:07.625183] Epoch: [4] [ 300/2904] eta: 0:34:54 lr: 0.000246 loss: 0.3778 (0.3914) loss_rec_all: 0.4009 (0.4150) loss_rec_sfr: 0.5494 (0.5882) loss_cl: -0.2770 (-0.2774) time: 0.7465 data: 0.0002 max mem: 29860 [18:06:22.565936] Epoch: [4] [ 320/2904] eta: 0:34:29 lr: 0.000247 loss: 0.3689 (0.3909) loss_rec_all: 0.3924 (0.4146) loss_rec_sfr: 0.5832 (0.5874) loss_cl: -0.2778 (-0.2774) time: 0.7470 data: 0.0002 max mem: 29860 [18:06:37.491241] Epoch: [4] [ 340/2904] eta: 0:34:04 lr: 0.000247 loss: 0.3849 (0.3910) loss_rec_all: 0.4092 (0.4147) loss_rec_sfr: 0.5633 (0.5872) loss_cl: -0.2773 (-0.2774) time: 0.7462 data: 0.0002 max mem: 29860 [18:06:52.416068] Epoch: [4] [ 360/2904] eta: 0:33:41 lr: 0.000247 loss: 0.3755 (0.3907) loss_rec_all: 0.3991 (0.4143) loss_rec_sfr: 0.5919 (0.5869) loss_cl: -0.2793 (-0.2775) time: 0.7462 data: 0.0002 max mem: 29860 [18:07:07.343044] Epoch: [4] [ 380/2904] eta: 0:33:19 lr: 0.000248 loss: 0.3729 (0.3903) loss_rec_all: 0.3966 (0.4139) loss_rec_sfr: 0.6215 (0.5878) loss_cl: -0.2780 (-0.2775) time: 0.7463 data: 0.0002 max mem: 29860 [18:07:22.279223] Epoch: [4] [ 400/2904] eta: 0:32:57 lr: 0.000248 loss: 0.3689 (0.3894) loss_rec_all: 0.3929 (0.4131) loss_rec_sfr: 0.5537 (0.5865) loss_cl: -0.2779 (-0.2775) time: 0.7468 data: 0.0002 max mem: 29860 [18:07:37.216005] Epoch: [4] [ 420/2904] eta: 0:32:37 lr: 0.000249 loss: 0.3712 (0.3886) loss_rec_all: 0.3949 (0.4122) loss_rec_sfr: 0.5887 (0.5856) loss_cl: -0.2787 (-0.2775) time: 0.7468 data: 0.0002 max mem: 29860 [18:07:52.137524] Epoch: [4] [ 440/2904] eta: 0:32:16 lr: 0.000249 loss: 0.3672 (0.3881) loss_rec_all: 0.3910 (0.4118) loss_rec_sfr: 0.5488 (0.5848) loss_cl: -0.2785 (-0.2776) time: 0.7460 data: 0.0002 max mem: 29860 [18:08:07.065084] Epoch: [4] [ 460/2904] eta: 0:31:56 lr: 0.000250 loss: 0.3844 (0.3879) loss_rec_all: 0.4087 (0.4116) loss_rec_sfr: 0.5408 (0.5844) loss_cl: -0.2798 (-0.2776) time: 0.7463 data: 0.0002 max mem: 29860 [18:08:21.989686] Epoch: [4] [ 480/2904] eta: 0:31:37 lr: 0.000250 loss: 0.3764 (0.3879) loss_rec_all: 0.4004 (0.4116) loss_rec_sfr: 0.5760 (0.5843) loss_cl: -0.2788 (-0.2777) time: 0.7462 data: 0.0002 max mem: 29860 [18:08:36.909299] Epoch: [4] [ 500/2904] eta: 0:31:18 lr: 0.000250 loss: 0.3687 (0.3875) loss_rec_all: 0.3921 (0.4111) loss_rec_sfr: 0.5372 (0.5831) loss_cl: -0.2773 (-0.2777) time: 0.7459 data: 0.0002 max mem: 29860 [18:08:51.829056] Epoch: [4] [ 520/2904] eta: 0:30:59 lr: 0.000251 loss: 0.3741 (0.3873) loss_rec_all: 0.3982 (0.4110) loss_rec_sfr: 0.5938 (0.5834) loss_cl: -0.2778 (-0.2777) time: 0.7459 data: 0.0002 max mem: 29860 [18:09:06.749400] Epoch: [4] [ 540/2904] eta: 0:30:40 lr: 0.000251 loss: 0.3728 (0.3871) loss_rec_all: 0.3964 (0.4108) loss_rec_sfr: 0.5187 (0.5821) loss_cl: -0.2774 (-0.2776) time: 0.7460 data: 0.0002 max mem: 29860 [18:09:21.672400] Epoch: [4] [ 560/2904] eta: 0:30:22 lr: 0.000252 loss: 0.3755 (0.3869) loss_rec_all: 0.3997 (0.4106) loss_rec_sfr: 0.5435 (0.5811) loss_cl: -0.2793 (-0.2777) time: 0.7461 data: 0.0002 max mem: 29860 [18:09:36.590489] Epoch: [4] [ 580/2904] eta: 0:30:04 lr: 0.000252 loss: 0.3698 (0.3868) loss_rec_all: 0.3942 (0.4105) loss_rec_sfr: 0.6104 (0.5815) loss_cl: -0.2778 (-0.2777) time: 0.7459 data: 0.0002 max mem: 29860 [18:09:51.518982] Epoch: [4] [ 600/2904] eta: 0:29:46 lr: 0.000252 loss: 0.3677 (0.3865) loss_rec_all: 0.3913 (0.4102) loss_rec_sfr: 0.5621 (0.5812) loss_cl: -0.2781 (-0.2777) time: 0.7464 data: 0.0002 max mem: 29860 [18:10:06.447350] Epoch: [4] [ 620/2904] eta: 0:29:28 lr: 0.000253 loss: 0.3750 (0.3864) loss_rec_all: 0.3983 (0.4101) loss_rec_sfr: 0.5711 (0.5812) loss_cl: -0.2775 (-0.2777) time: 0.7464 data: 0.0002 max mem: 29860 [18:10:21.374952] Epoch: [4] [ 640/2904] eta: 0:29:11 lr: 0.000253 loss: 0.3656 (0.3860) loss_rec_all: 0.3901 (0.4097) loss_rec_sfr: 0.5448 (0.5806) loss_cl: -0.2792 (-0.2777) time: 0.7463 data: 0.0002 max mem: 29860 [18:10:36.293445] Epoch: [4] [ 660/2904] eta: 0:28:53 lr: 0.000254 loss: 0.3721 (0.3857) loss_rec_all: 0.3961 (0.4095) loss_rec_sfr: 0.5725 (0.5802) loss_cl: -0.2780 (-0.2778) time: 0.7459 data: 0.0002 max mem: 29860 [18:10:51.206242] Epoch: [4] [ 680/2904] eta: 0:28:36 lr: 0.000254 loss: 0.3697 (0.3855) loss_rec_all: 0.3935 (0.4093) loss_rec_sfr: 0.5535 (0.5799) loss_cl: -0.2783 (-0.2778) time: 0.7456 data: 0.0002 max mem: 29860 [18:11:06.119755] Epoch: [4] [ 700/2904] eta: 0:28:19 lr: 0.000254 loss: 0.3660 (0.3852) loss_rec_all: 0.3900 (0.4090) loss_rec_sfr: 0.5434 (0.5797) loss_cl: -0.2784 (-0.2778) time: 0.7456 data: 0.0002 max mem: 29860 [18:11:21.045257] Epoch: [4] [ 720/2904] eta: 0:28:02 lr: 0.000255 loss: 0.3680 (0.3851) loss_rec_all: 0.3924 (0.4088) loss_rec_sfr: 0.5838 (0.5799) loss_cl: -0.2783 (-0.2778) time: 0.7462 data: 0.0002 max mem: 29860 [18:11:35.970907] Epoch: [4] [ 740/2904] eta: 0:27:45 lr: 0.000255 loss: 0.3716 (0.3848) loss_rec_all: 0.3955 (0.4085) loss_rec_sfr: 0.5472 (0.5795) loss_cl: -0.2778 (-0.2778) time: 0.7462 data: 0.0002 max mem: 29860 [18:11:50.900110] Epoch: [4] [ 760/2904] eta: 0:27:29 lr: 0.000256 loss: 0.3822 (0.3849) loss_rec_all: 0.4059 (0.4087) loss_rec_sfr: 0.6072 (0.5796) loss_cl: -0.2787 (-0.2778) time: 0.7464 data: 0.0002 max mem: 29860 [18:12:05.832766] Epoch: [4] [ 780/2904] eta: 0:27:12 lr: 0.000256 loss: 0.3693 (0.3846) loss_rec_all: 0.3927 (0.4083) loss_rec_sfr: 0.5497 (0.5793) loss_cl: -0.2779 (-0.2778) time: 0.7466 data: 0.0002 max mem: 29860 [18:12:20.750437] Epoch: [4] [ 800/2904] eta: 0:26:55 lr: 0.000257 loss: 0.3652 (0.3843) loss_rec_all: 0.3887 (0.4080) loss_rec_sfr: 0.5277 (0.5788) loss_cl: -0.2781 (-0.2778) time: 0.7458 data: 0.0002 max mem: 29860 [18:12:35.674000] Epoch: [4] [ 820/2904] eta: 0:26:39 lr: 0.000257 loss: 0.3667 (0.3841) loss_rec_all: 0.3910 (0.4079) loss_rec_sfr: 0.5539 (0.5786) loss_cl: -0.2791 (-0.2778) time: 0.7461 data: 0.0002 max mem: 29860 [18:12:50.595245] Epoch: [4] [ 840/2904] eta: 0:26:23 lr: 0.000257 loss: 0.3754 (0.3842) loss_rec_all: 0.3989 (0.4079) loss_rec_sfr: 0.5987 (0.5790) loss_cl: -0.2777 (-0.2778) time: 0.7460 data: 0.0002 max mem: 29860 [18:13:05.518335] Epoch: [4] [ 860/2904] eta: 0:26:06 lr: 0.000258 loss: 0.3750 (0.3842) loss_rec_all: 0.3994 (0.4079) loss_rec_sfr: 0.5547 (0.5787) loss_cl: -0.2778 (-0.2778) time: 0.7461 data: 0.0002 max mem: 29860 [18:13:20.440815] Epoch: [4] [ 880/2904] eta: 0:25:50 lr: 0.000258 loss: 0.3663 (0.3841) loss_rec_all: 0.3903 (0.4078) loss_rec_sfr: 0.5474 (0.5786) loss_cl: -0.2779 (-0.2778) time: 0.7461 data: 0.0002 max mem: 29860 [18:13:35.368783] Epoch: [4] [ 900/2904] eta: 0:25:34 lr: 0.000259 loss: 0.3633 (0.3838) loss_rec_all: 0.3871 (0.4075) loss_rec_sfr: 0.5392 (0.5783) loss_cl: -0.2777 (-0.2778) time: 0.7464 data: 0.0002 max mem: 29860 [18:13:50.295948] Epoch: [4] [ 920/2904] eta: 0:25:18 lr: 0.000259 loss: 0.3699 (0.3838) loss_rec_all: 0.3940 (0.4075) loss_rec_sfr: 0.6025 (0.5787) loss_cl: -0.2779 (-0.2778) time: 0.7463 data: 0.0002 max mem: 29860 [18:14:05.226010] Epoch: [4] [ 940/2904] eta: 0:25:02 lr: 0.000259 loss: 0.3636 (0.3835) loss_rec_all: 0.3876 (0.4072) loss_rec_sfr: 0.5396 (0.5783) loss_cl: -0.2781 (-0.2778) time: 0.7465 data: 0.0002 max mem: 29860 [18:14:20.155721] Epoch: [4] [ 960/2904] eta: 0:24:46 lr: 0.000260 loss: 0.3664 (0.3834) loss_rec_all: 0.3909 (0.4071) loss_rec_sfr: 0.5929 (0.5780) loss_cl: -0.2779 (-0.2778) time: 0.7464 data: 0.0002 max mem: 29860 [18:14:35.078367] Epoch: [4] [ 980/2904] eta: 0:24:30 lr: 0.000260 loss: 0.3664 (0.3833) loss_rec_all: 0.3902 (0.4070) loss_rec_sfr: 0.5315 (0.5776) loss_cl: -0.2777 (-0.2778) time: 0.7461 data: 0.0002 max mem: 29860 [18:14:49.991187] Epoch: [4] [1000/2904] eta: 0:24:14 lr: 0.000261 loss: 0.3686 (0.3832) loss_rec_all: 0.3926 (0.4070) loss_rec_sfr: 0.6005 (0.5776) loss_cl: -0.2781 (-0.2778) time: 0.7456 data: 0.0002 max mem: 29860 [18:15:04.901014] Epoch: [4] [1020/2904] eta: 0:23:58 lr: 0.000261 loss: 0.3668 (0.3830) loss_rec_all: 0.3906 (0.4067) loss_rec_sfr: 0.5704 (0.5775) loss_cl: -0.2782 (-0.2778) time: 0.7455 data: 0.0002 max mem: 29860 [18:15:19.820804] Epoch: [4] [1040/2904] eta: 0:23:42 lr: 0.000261 loss: 0.3660 (0.3829) loss_rec_all: 0.3899 (0.4066) loss_rec_sfr: 0.5423 (0.5772) loss_cl: -0.2781 (-0.2778) time: 0.7459 data: 0.0002 max mem: 29860 [18:15:34.740126] Epoch: [4] [1060/2904] eta: 0:23:26 lr: 0.000262 loss: 0.3620 (0.3827) loss_rec_all: 0.3857 (0.4064) loss_rec_sfr: 0.5860 (0.5771) loss_cl: -0.2773 (-0.2778) time: 0.7459 data: 0.0002 max mem: 29860 [18:15:49.660437] Epoch: [4] [1080/2904] eta: 0:23:10 lr: 0.000262 loss: 0.3618 (0.3825) loss_rec_all: 0.3864 (0.4062) loss_rec_sfr: 0.5513 (0.5769) loss_cl: -0.2782 (-0.2778) time: 0.7460 data: 0.0002 max mem: 29860 [18:16:04.578731] Epoch: [4] [1100/2904] eta: 0:22:54 lr: 0.000263 loss: 0.3734 (0.3825) loss_rec_all: 0.3978 (0.4063) loss_rec_sfr: 0.5487 (0.5768) loss_cl: -0.2786 (-0.2778) time: 0.7459 data: 0.0002 max mem: 29860 [18:16:19.486366] Epoch: [4] [1120/2904] eta: 0:22:38 lr: 0.000263 loss: 0.3704 (0.3824) loss_rec_all: 0.3944 (0.4062) loss_rec_sfr: 0.5279 (0.5764) loss_cl: -0.2781 (-0.2778) time: 0.7453 data: 0.0002 max mem: 29860 [18:16:34.399567] Epoch: [4] [1140/2904] eta: 0:22:23 lr: 0.000264 loss: 0.3687 (0.3824) loss_rec_all: 0.3920 (0.4061) loss_rec_sfr: 0.6082 (0.5764) loss_cl: -0.2767 (-0.2778) time: 0.7456 data: 0.0002 max mem: 29860 [18:16:49.321787] Epoch: [4] [1160/2904] eta: 0:22:07 lr: 0.000264 loss: 0.3646 (0.3823) loss_rec_all: 0.3885 (0.4060) loss_rec_sfr: 0.5424 (0.5762) loss_cl: -0.2778 (-0.2778) time: 0.7461 data: 0.0002 max mem: 29860 [18:17:04.250778] Epoch: [4] [1180/2904] eta: 0:21:51 lr: 0.000264 loss: 0.3687 (0.3823) loss_rec_all: 0.3920 (0.4061) loss_rec_sfr: 0.6248 (0.5764) loss_cl: -0.2777 (-0.2778) time: 0.7464 data: 0.0002 max mem: 29860 [18:17:19.180936] Epoch: [4] [1200/2904] eta: 0:21:36 lr: 0.000265 loss: 0.3625 (0.3822) loss_rec_all: 0.3862 (0.4059) loss_rec_sfr: 0.5815 (0.5762) loss_cl: -0.2786 (-0.2778) time: 0.7465 data: 0.0002 max mem: 29860 [18:17:34.115123] Epoch: [4] [1220/2904] eta: 0:21:20 lr: 0.000265 loss: 0.3673 (0.3821) loss_rec_all: 0.3912 (0.4058) loss_rec_sfr: 0.5588 (0.5760) loss_cl: -0.2788 (-0.2778) time: 0.7467 data: 0.0002 max mem: 29860 [18:17:49.044126] Epoch: [4] [1240/2904] eta: 0:21:05 lr: 0.000266 loss: 0.3706 (0.3820) loss_rec_all: 0.3937 (0.4058) loss_rec_sfr: 0.5983 (0.5763) loss_cl: -0.2769 (-0.2778) time: 0.7464 data: 0.0002 max mem: 29860 [18:18:03.979815] Epoch: [4] [1260/2904] eta: 0:20:49 lr: 0.000266 loss: 0.3659 (0.3819) loss_rec_all: 0.3901 (0.4057) loss_rec_sfr: 0.5207 (0.5759) loss_cl: -0.2782 (-0.2778) time: 0.7467 data: 0.0002 max mem: 29860 [18:18:18.907697] Epoch: [4] [1280/2904] eta: 0:20:33 lr: 0.000266 loss: 0.3602 (0.3817) loss_rec_all: 0.3835 (0.4055) loss_rec_sfr: 0.5722 (0.5759) loss_cl: -0.2773 (-0.2778) time: 0.7464 data: 0.0002 max mem: 29860 [18:18:33.839030] Epoch: [4] [1300/2904] eta: 0:20:18 lr: 0.000267 loss: 0.3649 (0.3816) loss_rec_all: 0.3888 (0.4053) loss_rec_sfr: 0.5582 (0.5758) loss_cl: -0.2774 (-0.2778) time: 0.7465 data: 0.0002 max mem: 29860 [18:18:48.771968] Epoch: [4] [1320/2904] eta: 0:20:02 lr: 0.000267 loss: 0.3687 (0.3816) loss_rec_all: 0.3928 (0.4053) loss_rec_sfr: 0.5374 (0.5755) loss_cl: -0.2764 (-0.2778) time: 0.7466 data: 0.0002 max mem: 29860 [18:19:03.693191] Epoch: [4] [1340/2904] eta: 0:19:47 lr: 0.000268 loss: 0.3563 (0.3814) loss_rec_all: 0.3802 (0.4051) loss_rec_sfr: 0.5550 (0.5753) loss_cl: -0.2793 (-0.2778) time: 0.7460 data: 0.0002 max mem: 29860 [18:19:18.616596] Epoch: [4] [1360/2904] eta: 0:19:31 lr: 0.000268 loss: 0.3593 (0.3811) loss_rec_all: 0.3836 (0.4049) loss_rec_sfr: 0.4918 (0.5743) loss_cl: -0.2785 (-0.2778) time: 0.7461 data: 0.0002 max mem: 29860 [18:19:33.546829] Epoch: [4] [1380/2904] eta: 0:19:16 lr: 0.000269 loss: 0.3563 (0.3809) loss_rec_all: 0.3797 (0.4047) loss_rec_sfr: 0.5364 (0.5741) loss_cl: -0.2773 (-0.2778) time: 0.7465 data: 0.0002 max mem: 29860 [18:19:48.476554] Epoch: [4] [1400/2904] eta: 0:19:01 lr: 0.000269 loss: 0.3664 (0.3808) loss_rec_all: 0.3898 (0.4046) loss_rec_sfr: 0.5550 (0.5739) loss_cl: -0.2764 (-0.2778) time: 0.7464 data: 0.0002 max mem: 29860 [18:20:03.407250] Epoch: [4] [1420/2904] eta: 0:18:45 lr: 0.000269 loss: 0.3679 (0.3808) loss_rec_all: 0.3923 (0.4045) loss_rec_sfr: 0.6030 (0.5739) loss_cl: -0.2784 (-0.2778) time: 0.7465 data: 0.0002 max mem: 29860 [18:20:18.330930] Epoch: [4] [1440/2904] eta: 0:18:30 lr: 0.000270 loss: 0.3621 (0.3806) loss_rec_all: 0.3857 (0.4044) loss_rec_sfr: 0.5004 (0.5734) loss_cl: -0.2787 (-0.2778) time: 0.7461 data: 0.0002 max mem: 29860 [18:20:33.247640] Epoch: [4] [1460/2904] eta: 0:18:14 lr: 0.000270 loss: 0.3633 (0.3806) loss_rec_all: 0.3868 (0.4044) loss_rec_sfr: 0.6034 (0.5735) loss_cl: -0.2781 (-0.2778) time: 0.7458 data: 0.0002 max mem: 29860 [18:20:48.167040] Epoch: [4] [1480/2904] eta: 0:17:59 lr: 0.000271 loss: 0.3703 (0.3805) loss_rec_all: 0.3946 (0.4043) loss_rec_sfr: 0.5750 (0.5734) loss_cl: -0.2773 (-0.2778) time: 0.7459 data: 0.0002 max mem: 29860 [18:21:03.088756] Epoch: [4] [1500/2904] eta: 0:17:44 lr: 0.000271 loss: 0.3597 (0.3804) loss_rec_all: 0.3832 (0.4041) loss_rec_sfr: 0.5700 (0.5733) loss_cl: -0.2778 (-0.2778) time: 0.7460 data: 0.0002 max mem: 29860 [18:21:18.011100] Epoch: [4] [1520/2904] eta: 0:17:28 lr: 0.000271 loss: 0.3534 (0.3801) loss_rec_all: 0.3770 (0.4039) loss_rec_sfr: 0.5758 (0.5731) loss_cl: -0.2794 (-0.2778) time: 0.7461 data: 0.0002 max mem: 29860 [18:21:32.926144] Epoch: [4] [1540/2904] eta: 0:17:13 lr: 0.000272 loss: 0.3619 (0.3799) loss_rec_all: 0.3862 (0.4037) loss_rec_sfr: 0.5317 (0.5729) loss_cl: -0.2787 (-0.2778) time: 0.7457 data: 0.0002 max mem: 29860 [18:21:47.848633] Epoch: [4] [1560/2904] eta: 0:16:57 lr: 0.000272 loss: 0.3613 (0.3798) loss_rec_all: 0.3847 (0.4035) loss_rec_sfr: 0.5491 (0.5727) loss_cl: -0.2773 (-0.2778) time: 0.7461 data: 0.0002 max mem: 29860 [18:22:02.769940] Epoch: [4] [1580/2904] eta: 0:16:42 lr: 0.000273 loss: 0.3649 (0.3797) loss_rec_all: 0.3883 (0.4035) loss_rec_sfr: 0.5586 (0.5726) loss_cl: -0.2788 (-0.2778) time: 0.7460 data: 0.0002 max mem: 29860 [18:22:17.689188] Epoch: [4] [1600/2904] eta: 0:16:27 lr: 0.000273 loss: 0.3592 (0.3797) loss_rec_all: 0.3837 (0.4034) loss_rec_sfr: 0.5365 (0.5725) loss_cl: -0.2783 (-0.2778) time: 0.7459 data: 0.0002 max mem: 29860 [18:22:32.611129] Epoch: [4] [1620/2904] eta: 0:16:11 lr: 0.000273 loss: 0.3585 (0.3795) loss_rec_all: 0.3825 (0.4032) loss_rec_sfr: 0.5489 (0.5722) loss_cl: -0.2783 (-0.2778) time: 0.7461 data: 0.0002 max mem: 29860 [18:22:47.535291] Epoch: [4] [1640/2904] eta: 0:15:56 lr: 0.000274 loss: 0.3574 (0.3793) loss_rec_all: 0.3808 (0.4031) loss_rec_sfr: 0.6155 (0.5725) loss_cl: -0.2773 (-0.2778) time: 0.7462 data: 0.0002 max mem: 29860 [18:23:02.452319] Epoch: [4] [1660/2904] eta: 0:15:41 lr: 0.000274 loss: 0.3533 (0.3790) loss_rec_all: 0.3770 (0.4028) loss_rec_sfr: 0.5182 (0.5720) loss_cl: -0.2778 (-0.2778) time: 0.7458 data: 0.0002 max mem: 29860 [18:23:17.367467] Epoch: [4] [1680/2904] eta: 0:15:26 lr: 0.000275 loss: 0.3572 (0.3789) loss_rec_all: 0.3810 (0.4026) loss_rec_sfr: 0.5694 (0.5719) loss_cl: -0.2785 (-0.2778) time: 0.7457 data: 0.0002 max mem: 29860 [18:23:32.294468] Epoch: [4] [1700/2904] eta: 0:15:10 lr: 0.000275 loss: 0.3484 (0.3786) loss_rec_all: 0.3725 (0.4024) loss_rec_sfr: 0.5260 (0.5717) loss_cl: -0.2789 (-0.2778) time: 0.7463 data: 0.0002 max mem: 29860 [18:23:47.212574] Epoch: [4] [1720/2904] eta: 0:14:55 lr: 0.000276 loss: 0.3559 (0.3785) loss_rec_all: 0.3803 (0.4023) loss_rec_sfr: 0.5233 (0.5714) loss_cl: -0.2780 (-0.2778) time: 0.7459 data: 0.0002 max mem: 29860 [18:24:02.126587] Epoch: [4] [1740/2904] eta: 0:14:40 lr: 0.000276 loss: 0.3687 (0.3784) loss_rec_all: 0.3931 (0.4022) loss_rec_sfr: 0.5876 (0.5714) loss_cl: -0.2785 (-0.2778) time: 0.7457 data: 0.0002 max mem: 29860 [18:24:17.042143] Epoch: [4] [1760/2904] eta: 0:14:24 lr: 0.000276 loss: 0.3626 (0.3783) loss_rec_all: 0.3867 (0.4020) loss_rec_sfr: 0.5338 (0.5711) loss_cl: -0.2795 (-0.2778) time: 0.7457 data: 0.0002 max mem: 29860 [18:24:31.964055] Epoch: [4] [1780/2904] eta: 0:14:09 lr: 0.000277 loss: 0.3606 (0.3783) loss_rec_all: 0.3846 (0.4021) loss_rec_sfr: 0.5995 (0.5713) loss_cl: -0.2763 (-0.2778) time: 0.7461 data: 0.0002 max mem: 29860 [18:24:46.885692] Epoch: [4] [1800/2904] eta: 0:13:54 lr: 0.000277 loss: 0.3564 (0.3783) loss_rec_all: 0.3808 (0.4020) loss_rec_sfr: 0.5808 (0.5712) loss_cl: -0.2788 (-0.2778) time: 0.7460 data: 0.0002 max mem: 29860 [18:25:01.802416] Epoch: [4] [1820/2904] eta: 0:13:39 lr: 0.000278 loss: 0.3582 (0.3781) loss_rec_all: 0.3818 (0.4019) loss_rec_sfr: 0.5350 (0.5710) loss_cl: -0.2784 (-0.2778) time: 0.7458 data: 0.0002 max mem: 29860 [18:25:16.717585] Epoch: [4] [1840/2904] eta: 0:13:24 lr: 0.000278 loss: 0.3659 (0.3781) loss_rec_all: 0.3906 (0.4019) loss_rec_sfr: 0.5106 (0.5708) loss_cl: -0.2770 (-0.2778) time: 0.7457 data: 0.0002 max mem: 29860 [18:25:31.635033] Epoch: [4] [1860/2904] eta: 0:13:08 lr: 0.000278 loss: 0.3530 (0.3779) loss_rec_all: 0.3773 (0.4017) loss_rec_sfr: 0.5210 (0.5705) loss_cl: -0.2779 (-0.2778) time: 0.7458 data: 0.0002 max mem: 29860 [18:25:46.554374] Epoch: [4] [1880/2904] eta: 0:12:53 lr: 0.000279 loss: 0.3564 (0.3777) loss_rec_all: 0.3800 (0.4015) loss_rec_sfr: 0.5591 (0.5704) loss_cl: -0.2780 (-0.2778) time: 0.7459 data: 0.0002 max mem: 29860 [18:26:01.472344] Epoch: [4] [1900/2904] eta: 0:12:38 lr: 0.000279 loss: 0.3552 (0.3775) loss_rec_all: 0.3790 (0.4013) loss_rec_sfr: 0.5626 (0.5702) loss_cl: -0.2776 (-0.2778) time: 0.7459 data: 0.0002 max mem: 29860 [18:26:16.392485] Epoch: [4] [1920/2904] eta: 0:12:23 lr: 0.000280 loss: 0.3638 (0.3774) loss_rec_all: 0.3874 (0.4012) loss_rec_sfr: 0.5906 (0.5702) loss_cl: -0.2779 (-0.2778) time: 0.7460 data: 0.0002 max mem: 29860 [18:26:31.315067] Epoch: [4] [1940/2904] eta: 0:12:07 lr: 0.000280 loss: 0.3578 (0.3773) loss_rec_all: 0.3813 (0.4011) loss_rec_sfr: 0.5447 (0.5699) loss_cl: -0.2779 (-0.2778) time: 0.7461 data: 0.0002 max mem: 29860 [18:26:46.240060] Epoch: [4] [1960/2904] eta: 0:11:52 lr: 0.000280 loss: 0.3596 (0.3772) loss_rec_all: 0.3829 (0.4010) loss_rec_sfr: 0.5950 (0.5700) loss_cl: -0.2782 (-0.2778) time: 0.7462 data: 0.0002 max mem: 29860 [18:27:01.160556] Epoch: [4] [1980/2904] eta: 0:11:37 lr: 0.000281 loss: 0.3533 (0.3770) loss_rec_all: 0.3779 (0.4008) loss_rec_sfr: 0.5325 (0.5699) loss_cl: -0.2772 (-0.2778) time: 0.7460 data: 0.0002 max mem: 29860 [18:27:16.080662] Epoch: [4] [2000/2904] eta: 0:11:22 lr: 0.000281 loss: 0.3509 (0.3769) loss_rec_all: 0.3751 (0.4007) loss_rec_sfr: 0.5750 (0.5698) loss_cl: -0.2785 (-0.2778) time: 0.7460 data: 0.0002 max mem: 29860 [18:27:30.999921] Epoch: [4] [2020/2904] eta: 0:11:07 lr: 0.000282 loss: 0.3492 (0.3768) loss_rec_all: 0.3731 (0.4006) loss_rec_sfr: 0.5676 (0.5696) loss_cl: -0.2779 (-0.2778) time: 0.7459 data: 0.0002 max mem: 29860 [18:27:45.919057] Epoch: [4] [2040/2904] eta: 0:10:52 lr: 0.000282 loss: 0.3467 (0.3765) loss_rec_all: 0.3709 (0.4003) loss_rec_sfr: 0.5125 (0.5693) loss_cl: -0.2780 (-0.2778) time: 0.7459 data: 0.0002 max mem: 29860 [18:28:00.845276] Epoch: [4] [2060/2904] eta: 0:10:36 lr: 0.000283 loss: 0.3497 (0.3764) loss_rec_all: 0.3732 (0.4002) loss_rec_sfr: 0.5212 (0.5691) loss_cl: -0.2782 (-0.2778) time: 0.7463 data: 0.0002 max mem: 29860 [18:28:15.770977] Epoch: [4] [2080/2904] eta: 0:10:21 lr: 0.000283 loss: 0.3533 (0.3762) loss_rec_all: 0.3779 (0.4000) loss_rec_sfr: 0.5257 (0.5689) loss_cl: -0.2796 (-0.2778) time: 0.7462 data: 0.0002 max mem: 29860 [18:28:30.692387] Epoch: [4] [2100/2904] eta: 0:10:06 lr: 0.000283 loss: 0.3517 (0.3761) loss_rec_all: 0.3759 (0.3999) loss_rec_sfr: 0.5345 (0.5687) loss_cl: -0.2780 (-0.2778) time: 0.7460 data: 0.0002 max mem: 29860 [18:28:45.613498] Epoch: [4] [2120/2904] eta: 0:09:51 lr: 0.000284 loss: 0.3516 (0.3760) loss_rec_all: 0.3757 (0.3998) loss_rec_sfr: 0.5748 (0.5687) loss_cl: -0.2788 (-0.2778) time: 0.7460 data: 0.0002 max mem: 29860 [18:29:00.541322] Epoch: [4] [2140/2904] eta: 0:09:36 lr: 0.000284 loss: 0.3492 (0.3758) loss_rec_all: 0.3734 (0.3996) loss_rec_sfr: 0.5853 (0.5686) loss_cl: -0.2781 (-0.2778) time: 0.7464 data: 0.0002 max mem: 29860 [18:29:15.470897] Epoch: [4] [2160/2904] eta: 0:09:21 lr: 0.000285 loss: 0.3477 (0.3757) loss_rec_all: 0.3714 (0.3995) loss_rec_sfr: 0.5310 (0.5684) loss_cl: -0.2773 (-0.2778) time: 0.7464 data: 0.0002 max mem: 29860 [18:29:30.399704] Epoch: [4] [2180/2904] eta: 0:09:06 lr: 0.000285 loss: 0.3435 (0.3755) loss_rec_all: 0.3676 (0.3993) loss_rec_sfr: 0.5146 (0.5681) loss_cl: -0.2781 (-0.2778) time: 0.7464 data: 0.0002 max mem: 29860 [18:29:45.333177] Epoch: [4] [2200/2904] eta: 0:08:50 lr: 0.000285 loss: 0.3612 (0.3754) loss_rec_all: 0.3849 (0.3992) loss_rec_sfr: 0.5810 (0.5681) loss_cl: -0.2783 (-0.2778) time: 0.7466 data: 0.0002 max mem: 29860 [18:30:00.271339] Epoch: [4] [2220/2904] eta: 0:08:35 lr: 0.000286 loss: 0.3517 (0.3752) loss_rec_all: 0.3758 (0.3990) loss_rec_sfr: 0.5693 (0.5680) loss_cl: -0.2783 (-0.2778) time: 0.7469 data: 0.0002 max mem: 29860 [18:30:15.203125] Epoch: [4] [2240/2904] eta: 0:08:20 lr: 0.000286 loss: 0.3496 (0.3751) loss_rec_all: 0.3734 (0.3989) loss_rec_sfr: 0.5556 (0.5679) loss_cl: -0.2780 (-0.2778) time: 0.7465 data: 0.0002 max mem: 29860 [18:30:30.130116] Epoch: [4] [2260/2904] eta: 0:08:05 lr: 0.000287 loss: 0.3603 (0.3751) loss_rec_all: 0.3844 (0.3989) loss_rec_sfr: 0.5261 (0.5678) loss_cl: -0.2780 (-0.2778) time: 0.7463 data: 0.0002 max mem: 29860 [18:30:45.068649] Epoch: [4] [2280/2904] eta: 0:07:50 lr: 0.000287 loss: 0.3529 (0.3750) loss_rec_all: 0.3772 (0.3989) loss_rec_sfr: 0.5360 (0.5677) loss_cl: -0.2774 (-0.2778) time: 0.7469 data: 0.0002 max mem: 29860 [18:31:00.007633] Epoch: [4] [2300/2904] eta: 0:07:35 lr: 0.000288 loss: 0.3499 (0.3749) loss_rec_all: 0.3736 (0.3987) loss_rec_sfr: 0.5609 (0.5675) loss_cl: -0.2782 (-0.2778) time: 0.7469 data: 0.0002 max mem: 29860 [18:31:14.926281] Epoch: [4] [2320/2904] eta: 0:07:20 lr: 0.000288 loss: 0.3496 (0.3747) loss_rec_all: 0.3742 (0.3985) loss_rec_sfr: 0.5432 (0.5674) loss_cl: -0.2781 (-0.2778) time: 0.7459 data: 0.0002 max mem: 29860 [18:31:29.840466] Epoch: [4] [2340/2904] eta: 0:07:05 lr: 0.000288 loss: 0.3460 (0.3745) loss_rec_all: 0.3700 (0.3983) loss_rec_sfr: 0.5688 (0.5672) loss_cl: -0.2786 (-0.2778) time: 0.7457 data: 0.0002 max mem: 29860 [18:31:44.755441] Epoch: [4] [2360/2904] eta: 0:06:49 lr: 0.000289 loss: 0.3460 (0.3744) loss_rec_all: 0.3698 (0.3982) loss_rec_sfr: 0.5635 (0.5672) loss_cl: -0.2788 (-0.2778) time: 0.7457 data: 0.0002 max mem: 29860 [18:31:59.675346] Epoch: [4] [2380/2904] eta: 0:06:34 lr: 0.000289 loss: 0.3482 (0.3742) loss_rec_all: 0.3721 (0.3980) loss_rec_sfr: 0.5401 (0.5670) loss_cl: -0.2782 (-0.2778) time: 0.7460 data: 0.0002 max mem: 29860 [18:32:14.590144] Epoch: [4] [2400/2904] eta: 0:06:19 lr: 0.000290 loss: 0.3408 (0.3740) loss_rec_all: 0.3646 (0.3979) loss_rec_sfr: 0.4723 (0.5667) loss_cl: -0.2787 (-0.2779) time: 0.7457 data: 0.0002 max mem: 29860 [18:32:29.507193] Epoch: [4] [2420/2904] eta: 0:06:04 lr: 0.000290 loss: 0.3550 (0.3740) loss_rec_all: 0.3786 (0.3978) loss_rec_sfr: 0.5841 (0.5667) loss_cl: -0.2776 (-0.2778) time: 0.7458 data: 0.0002 max mem: 29860 [18:32:44.425775] Epoch: [4] [2440/2904] eta: 0:05:49 lr: 0.000290 loss: 0.3492 (0.3739) loss_rec_all: 0.3726 (0.3977) loss_rec_sfr: 0.5572 (0.5666) loss_cl: -0.2773 (-0.2778) time: 0.7459 data: 0.0002 max mem: 29860 [18:32:59.347317] Epoch: [4] [2460/2904] eta: 0:05:34 lr: 0.000291 loss: 0.3536 (0.3738) loss_rec_all: 0.3784 (0.3976) loss_rec_sfr: 0.5070 (0.5663) loss_cl: -0.2791 (-0.2779) time: 0.7460 data: 0.0002 max mem: 29860 [18:33:14.260629] Epoch: [4] [2480/2904] eta: 0:05:19 lr: 0.000291 loss: 0.3489 (0.3736) loss_rec_all: 0.3722 (0.3975) loss_rec_sfr: 0.5076 (0.5661) loss_cl: -0.2777 (-0.2778) time: 0.7456 data: 0.0002 max mem: 29860 [18:33:29.181981] Epoch: [4] [2500/2904] eta: 0:05:04 lr: 0.000292 loss: 0.3507 (0.3735) loss_rec_all: 0.3740 (0.3973) loss_rec_sfr: 0.5588 (0.5660) loss_cl: -0.2773 (-0.2778) time: 0.7460 data: 0.0002 max mem: 29860 [18:33:44.097063] Epoch: [4] [2520/2904] eta: 0:04:49 lr: 0.000292 loss: 0.3572 (0.3735) loss_rec_all: 0.3809 (0.3973) loss_rec_sfr: 0.5397 (0.5659) loss_cl: -0.2785 (-0.2778) time: 0.7457 data: 0.0002 max mem: 29860 [18:33:59.013270] Epoch: [4] [2540/2904] eta: 0:04:34 lr: 0.000292 loss: 0.3479 (0.3733) loss_rec_all: 0.3725 (0.3972) loss_rec_sfr: 0.5171 (0.5657) loss_cl: -0.2786 (-0.2778) time: 0.7458 data: 0.0002 max mem: 29860 [18:34:13.932212] Epoch: [4] [2560/2904] eta: 0:04:19 lr: 0.000293 loss: 0.3469 (0.3732) loss_rec_all: 0.3708 (0.3970) loss_rec_sfr: 0.5275 (0.5655) loss_cl: -0.2779 (-0.2778) time: 0.7459 data: 0.0002 max mem: 29860 [18:34:28.857329] Epoch: [4] [2580/2904] eta: 0:04:03 lr: 0.000293 loss: 0.3411 (0.3730) loss_rec_all: 0.3652 (0.3968) loss_rec_sfr: 0.5054 (0.5651) loss_cl: -0.2776 (-0.2778) time: 0.7462 data: 0.0002 max mem: 29860 [18:34:43.777601] Epoch: [4] [2600/2904] eta: 0:03:48 lr: 0.000294 loss: 0.3504 (0.3729) loss_rec_all: 0.3746 (0.3967) loss_rec_sfr: 0.5167 (0.5649) loss_cl: -0.2789 (-0.2779) time: 0.7460 data: 0.0002 max mem: 29860 [18:34:58.702937] Epoch: [4] [2620/2904] eta: 0:03:33 lr: 0.000294 loss: 0.3421 (0.3726) loss_rec_all: 0.3666 (0.3965) loss_rec_sfr: 0.4987 (0.5645) loss_cl: -0.2790 (-0.2779) time: 0.7462 data: 0.0002 max mem: 29860 [18:35:13.620136] Epoch: [4] [2640/2904] eta: 0:03:18 lr: 0.000295 loss: 0.3511 (0.3726) loss_rec_all: 0.3756 (0.3964) loss_rec_sfr: 0.5570 (0.5644) loss_cl: -0.2781 (-0.2779) time: 0.7458 data: 0.0002 max mem: 29860 [18:35:28.539963] Epoch: [4] [2660/2904] eta: 0:03:03 lr: 0.000295 loss: 0.3492 (0.3725) loss_rec_all: 0.3731 (0.3963) loss_rec_sfr: 0.5530 (0.5643) loss_cl: -0.2774 (-0.2779) time: 0.7460 data: 0.0002 max mem: 29860 [18:35:43.460909] Epoch: [4] [2680/2904] eta: 0:02:48 lr: 0.000295 loss: 0.3473 (0.3724) loss_rec_all: 0.3712 (0.3962) loss_rec_sfr: 0.5307 (0.5641) loss_cl: -0.2774 (-0.2779) time: 0.7460 data: 0.0002 max mem: 29860 [18:35:58.375793] Epoch: [4] [2700/2904] eta: 0:02:33 lr: 0.000296 loss: 0.3500 (0.3723) loss_rec_all: 0.3745 (0.3961) loss_rec_sfr: 0.5164 (0.5639) loss_cl: -0.2775 (-0.2778) time: 0.7457 data: 0.0002 max mem: 29860 [18:36:13.297258] Epoch: [4] [2720/2904] eta: 0:02:18 lr: 0.000296 loss: 0.3540 (0.3722) loss_rec_all: 0.3782 (0.3960) loss_rec_sfr: 0.5500 (0.5639) loss_cl: -0.2785 (-0.2779) time: 0.7460 data: 0.0002 max mem: 29860 [18:36:28.215986] Epoch: [4] [2740/2904] eta: 0:02:03 lr: 0.000297 loss: 0.3571 (0.3722) loss_rec_all: 0.3817 (0.3960) loss_rec_sfr: 0.5047 (0.5637) loss_cl: -0.2792 (-0.2779) time: 0.7459 data: 0.0002 max mem: 29860 [18:36:43.151183] Epoch: [4] [2760/2904] eta: 0:01:48 lr: 0.000297 loss: 0.3482 (0.3720) loss_rec_all: 0.3726 (0.3959) loss_rec_sfr: 0.4917 (0.5633) loss_cl: -0.2783 (-0.2779) time: 0.7467 data: 0.0002 max mem: 29860 [18:36:58.073335] Epoch: [4] [2780/2904] eta: 0:01:33 lr: 0.000297 loss: 0.3383 (0.3719) loss_rec_all: 0.3626 (0.3957) loss_rec_sfr: 0.5534 (0.5632) loss_cl: -0.2777 (-0.2779) time: 0.7461 data: 0.0002 max mem: 29860 [18:37:12.981609] Epoch: [4] [2800/2904] eta: 0:01:18 lr: 0.000298 loss: 0.3391 (0.3717) loss_rec_all: 0.3632 (0.3956) loss_rec_sfr: 0.5562 (0.5631) loss_cl: -0.2783 (-0.2779) time: 0.7454 data: 0.0002 max mem: 29860 [18:37:27.903383] Epoch: [4] [2820/2904] eta: 0:01:03 lr: 0.000298 loss: 0.3410 (0.3715) loss_rec_all: 0.3654 (0.3954) loss_rec_sfr: 0.4872 (0.5628) loss_cl: -0.2781 (-0.2779) time: 0.7460 data: 0.0002 max mem: 29860 [18:37:42.848515] Epoch: [4] [2840/2904] eta: 0:00:48 lr: 0.000299 loss: 0.3446 (0.3714) loss_rec_all: 0.3682 (0.3953) loss_rec_sfr: 0.5936 (0.5628) loss_cl: -0.2788 (-0.2779) time: 0.7472 data: 0.0023 max mem: 29860 [18:37:57.756616] Epoch: [4] [2860/2904] eta: 0:00:33 lr: 0.000299 loss: 0.3430 (0.3713) loss_rec_all: 0.3673 (0.3952) loss_rec_sfr: 0.5164 (0.5627) loss_cl: -0.2791 (-0.2779) time: 0.7454 data: 0.0001 max mem: 29860 [18:38:12.665223] Epoch: [4] [2880/2904] eta: 0:00:18 lr: 0.000300 loss: 0.3467 (0.3712) loss_rec_all: 0.3705 (0.3951) loss_rec_sfr: 0.5740 (0.5626) loss_cl: -0.2770 (-0.2779) time: 0.7454 data: 0.0001 max mem: 29860 [18:38:27.576226] Epoch: [4] [2900/2904] eta: 0:00:03 lr: 0.000300 loss: 0.3493 (0.3711) loss_rec_all: 0.3735 (0.3950) loss_rec_sfr: 0.5600 (0.5625) loss_cl: -0.2777 (-0.2779) time: 0.7455 data: 0.0001 max mem: 29860 [18:38:29.819884] Epoch: [4] [2903/2904] eta: 0:00:00 lr: 0.000300 loss: 0.3457 (0.3711) loss_rec_all: 0.3696 (0.3950) loss_rec_sfr: 0.5302 (0.5625) loss_cl: -0.2778 (-0.2779) time: 0.7454 data: 0.0001 max mem: 29860 [18:38:31.786796] Epoch: [4] Total time: 0:36:26 (0.7529 s / it) [18:38:31.807471] Averaged stats: lr: 0.000300 loss: 0.3457 (0.3731) loss_rec_all: 0.3696 (0.3946) loss_rec_sfr: 0.5302 (0.5623) loss_cl: -0.2778 (-0.2542) [18:38:31.812064] log_dir: ./checkpoint/VF2_ViT-B [18:38:48.713349] Epoch: [5] [ 0/2904] eta: 13:37:58 lr: 0.000300 loss: 0.3457 (0.3457) loss_rec_all: 0.3699 (0.3699) loss_rec_sfr: 0.5198 (0.5198) loss_cl: -0.2781 (-0.2781) time: 16.9003 data: 9.0273 max mem: 29860 [18:39:06.650075] Epoch: [5] [ 20/2904] eta: 1:19:44 lr: 0.000300 loss: 0.3533 (0.3605) loss_rec_all: 0.3776 (0.3845) loss_rec_sfr: 0.5603 (0.5508) loss_cl: -0.2782 (-0.2783) time: 0.8968 data: 0.0855 max mem: 29860 [18:39:21.527917] Epoch: [5] [ 40/2904] eta: 0:57:52 lr: 0.000301 loss: 0.3509 (0.3601) loss_rec_all: 0.3753 (0.3841) loss_rec_sfr: 0.4966 (0.5420) loss_cl: -0.2779 (-0.2782) time: 0.7439 data: 0.0002 max mem: 29860 [18:39:36.412325] Epoch: [5] [ 60/2904] eta: 0:50:11 lr: 0.000301 loss: 0.3448 (0.3573) loss_rec_all: 0.3686 (0.3813) loss_rec_sfr: 0.5014 (0.5344) loss_cl: -0.2769 (-0.2777) time: 0.7442 data: 0.0002 max mem: 29860 [18:39:51.308323] Epoch: [5] [ 80/2904] eta: 0:46:11 lr: 0.000302 loss: 0.3421 (0.3558) loss_rec_all: 0.3656 (0.3798) loss_rec_sfr: 0.5138 (0.5341) loss_cl: -0.2780 (-0.2778) time: 0.7448 data: 0.0002 max mem: 29860 [18:40:06.222934] Epoch: [5] [ 100/2904] eta: 0:43:40 lr: 0.000302 loss: 0.3418 (0.3555) loss_rec_all: 0.3661 (0.3795) loss_rec_sfr: 0.5334 (0.5361) loss_cl: -0.2783 (-0.2779) time: 0.7457 data: 0.0002 max mem: 29860 [18:40:21.148796] Epoch: [5] [ 120/2904] eta: 0:41:55 lr: 0.000302 loss: 0.3426 (0.3543) loss_rec_all: 0.3665 (0.3783) loss_rec_sfr: 0.5172 (0.5354) loss_cl: -0.2778 (-0.2778) time: 0.7462 data: 0.0002 max mem: 29860 [18:40:36.097979] Epoch: [5] [ 140/2904] eta: 0:40:36 lr: 0.000303 loss: 0.3359 (0.3530) loss_rec_all: 0.3602 (0.3771) loss_rec_sfr: 0.4942 (0.5330) loss_cl: -0.2782 (-0.2778) time: 0.7474 data: 0.0002 max mem: 29860 [18:40:51.021296] Epoch: [5] [ 160/2904] eta: 0:39:32 lr: 0.000303 loss: 0.3523 (0.3532) loss_rec_all: 0.3768 (0.3773) loss_rec_sfr: 0.5248 (0.5336) loss_cl: -0.2792 (-0.2779) time: 0.7461 data: 0.0003 max mem: 29860 [18:41:05.945837] Epoch: [5] [ 180/2904] eta: 0:38:39 lr: 0.000304 loss: 0.3451 (0.3536) loss_rec_all: 0.3691 (0.3777) loss_rec_sfr: 0.5582 (0.5360) loss_cl: -0.2785 (-0.2779) time: 0.7462 data: 0.0002 max mem: 29860 [18:41:20.894458] Epoch: [5] [ 200/2904] eta: 0:37:54 lr: 0.000304 loss: 0.3403 (0.3529) loss_rec_all: 0.3646 (0.3770) loss_rec_sfr: 0.5104 (0.5355) loss_cl: -0.2777 (-0.2779) time: 0.7474 data: 0.0002 max mem: 29860 [18:41:35.817660] Epoch: [5] [ 220/2904] eta: 0:37:14 lr: 0.000305 loss: 0.3379 (0.3528) loss_rec_all: 0.3623 (0.3768) loss_rec_sfr: 0.5184 (0.5359) loss_cl: -0.2784 (-0.2779) time: 0.7461 data: 0.0002 max mem: 29860 [18:41:50.740269] Epoch: [5] [ 240/2904] eta: 0:36:38 lr: 0.000305 loss: 0.3437 (0.3528) loss_rec_all: 0.3681 (0.3768) loss_rec_sfr: 0.5129 (0.5356) loss_cl: -0.2775 (-0.2779) time: 0.7461 data: 0.0002 max mem: 29860 [18:42:05.660496] Epoch: [5] [ 260/2904] eta: 0:36:06 lr: 0.000305 loss: 0.3431 (0.3525) loss_rec_all: 0.3667 (0.3766) loss_rec_sfr: 0.4641 (0.5331) loss_cl: -0.2787 (-0.2779) time: 0.7460 data: 0.0002 max mem: 29860 [18:42:20.580530] Epoch: [5] [ 280/2904] eta: 0:35:36 lr: 0.000306 loss: 0.3342 (0.3520) loss_rec_all: 0.3582 (0.3761) loss_rec_sfr: 0.5134 (0.5324) loss_cl: -0.2788 (-0.2780) time: 0.7460 data: 0.0002 max mem: 29860 [18:42:35.506499] Epoch: [5] [ 300/2904] eta: 0:35:08 lr: 0.000306 loss: 0.3451 (0.3521) loss_rec_all: 0.3689 (0.3761) loss_rec_sfr: 0.5161 (0.5325) loss_cl: -0.2789 (-0.2780) time: 0.7463 data: 0.0002 max mem: 29860 [18:42:50.451110] Epoch: [5] [ 320/2904] eta: 0:34:41 lr: 0.000307 loss: 0.3376 (0.3514) loss_rec_all: 0.3617 (0.3755) loss_rec_sfr: 0.5502 (0.5331) loss_cl: -0.2791 (-0.2781) time: 0.7472 data: 0.0002 max mem: 29860 [18:43:05.372078] Epoch: [5] [ 340/2904] eta: 0:34:16 lr: 0.000307 loss: 0.3407 (0.3514) loss_rec_all: 0.3650 (0.3755) loss_rec_sfr: 0.5431 (0.5337) loss_cl: -0.2781 (-0.2781) time: 0.7460 data: 0.0002 max mem: 29860 [18:43:20.295072] Epoch: [5] [ 360/2904] eta: 0:33:52 lr: 0.000307 loss: 0.3389 (0.3506) loss_rec_all: 0.3628 (0.3747) loss_rec_sfr: 0.5082 (0.5328) loss_cl: -0.2778 (-0.2781) time: 0.7461 data: 0.0002 max mem: 29860 [18:43:35.226734] Epoch: [5] [ 380/2904] eta: 0:33:29 lr: 0.000308 loss: 0.3370 (0.3505) loss_rec_all: 0.3612 (0.3746) loss_rec_sfr: 0.5432 (0.5329) loss_cl: -0.2786 (-0.2781) time: 0.7465 data: 0.0002 max mem: 29860 [18:43:50.156329] Epoch: [5] [ 400/2904] eta: 0:33:07 lr: 0.000308 loss: 0.3380 (0.3501) loss_rec_all: 0.3627 (0.3742) loss_rec_sfr: 0.5103 (0.5330) loss_cl: -0.2787 (-0.2781) time: 0.7464 data: 0.0002 max mem: 29860 [18:44:05.083079] Epoch: [5] [ 420/2904] eta: 0:32:46 lr: 0.000309 loss: 0.3382 (0.3501) loss_rec_all: 0.3620 (0.3742) loss_rec_sfr: 0.5606 (0.5332) loss_cl: -0.2778 (-0.2781) time: 0.7463 data: 0.0002 max mem: 29860 [18:44:20.011472] Epoch: [5] [ 440/2904] eta: 0:32:25 lr: 0.000309 loss: 0.3368 (0.3499) loss_rec_all: 0.3619 (0.3740) loss_rec_sfr: 0.5416 (0.5332) loss_cl: -0.2783 (-0.2781) time: 0.7464 data: 0.0002 max mem: 29860 [18:44:34.933195] Epoch: [5] [ 460/2904] eta: 0:32:04 lr: 0.000310 loss: 0.3327 (0.3495) loss_rec_all: 0.3573 (0.3736) loss_rec_sfr: 0.5475 (0.5332) loss_cl: -0.2789 (-0.2781) time: 0.7460 data: 0.0002 max mem: 29860 [18:44:49.850603] Epoch: [5] [ 480/2904] eta: 0:31:45 lr: 0.000310 loss: 0.3345 (0.3494) loss_rec_all: 0.3585 (0.3735) loss_rec_sfr: 0.4843 (0.5326) loss_cl: -0.2785 (-0.2781) time: 0.7458 data: 0.0002 max mem: 29860 [18:45:04.770844] Epoch: [5] [ 500/2904] eta: 0:31:25 lr: 0.000310 loss: 0.3438 (0.3496) loss_rec_all: 0.3681 (0.3737) loss_rec_sfr: 0.5799 (0.5337) loss_cl: -0.2770 (-0.2781) time: 0.7460 data: 0.0002 max mem: 29860 [18:45:19.690767] Epoch: [5] [ 520/2904] eta: 0:31:06 lr: 0.000311 loss: 0.3386 (0.3497) loss_rec_all: 0.3629 (0.3737) loss_rec_sfr: 0.5498 (0.5341) loss_cl: -0.2764 (-0.2780) time: 0.7460 data: 0.0002 max mem: 29860 [18:45:34.615373] Epoch: [5] [ 540/2904] eta: 0:30:47 lr: 0.000311 loss: 0.3383 (0.3497) loss_rec_all: 0.3627 (0.3737) loss_rec_sfr: 0.5541 (0.5345) loss_cl: -0.2794 (-0.2780) time: 0.7462 data: 0.0002 max mem: 29860 [18:45:49.537790] Epoch: [5] [ 560/2904] eta: 0:30:28 lr: 0.000312 loss: 0.3391 (0.3497) loss_rec_all: 0.3635 (0.3738) loss_rec_sfr: 0.5141 (0.5344) loss_cl: -0.2787 (-0.2781) time: 0.7461 data: 0.0002 max mem: 29860 [18:46:04.458319] Epoch: [5] [ 580/2904] eta: 0:30:10 lr: 0.000312 loss: 0.3436 (0.3498) loss_rec_all: 0.3670 (0.3738) loss_rec_sfr: 0.5098 (0.5343) loss_cl: -0.2769 (-0.2780) time: 0.7460 data: 0.0002 max mem: 29860 [18:46:19.381240] Epoch: [5] [ 600/2904] eta: 0:29:52 lr: 0.000312 loss: 0.3380 (0.3498) loss_rec_all: 0.3618 (0.3739) loss_rec_sfr: 0.5606 (0.5346) loss_cl: -0.2780 (-0.2780) time: 0.7461 data: 0.0002 max mem: 29860 [18:46:34.299383] Epoch: [5] [ 620/2904] eta: 0:29:34 lr: 0.000313 loss: 0.3330 (0.3496) loss_rec_all: 0.3569 (0.3736) loss_rec_sfr: 0.5321 (0.5347) loss_cl: -0.2778 (-0.2780) time: 0.7459 data: 0.0002 max mem: 29860 [18:46:49.217489] Epoch: [5] [ 640/2904] eta: 0:29:16 lr: 0.000313 loss: 0.3435 (0.3496) loss_rec_all: 0.3679 (0.3736) loss_rec_sfr: 0.5251 (0.5346) loss_cl: -0.2787 (-0.2780) time: 0.7459 data: 0.0002 max mem: 29860 [18:47:04.137186] Epoch: [5] [ 660/2904] eta: 0:28:59 lr: 0.000314 loss: 0.3333 (0.3495) loss_rec_all: 0.3574 (0.3736) loss_rec_sfr: 0.4971 (0.5343) loss_cl: -0.2782 (-0.2780) time: 0.7459 data: 0.0002 max mem: 29860 [18:47:19.053188] Epoch: [5] [ 680/2904] eta: 0:28:41 lr: 0.000314 loss: 0.3404 (0.3494) loss_rec_all: 0.3639 (0.3735) loss_rec_sfr: 0.5785 (0.5348) loss_cl: -0.2781 (-0.2780) time: 0.7458 data: 0.0002 max mem: 29860 [18:47:33.974052] Epoch: [5] [ 700/2904] eta: 0:28:24 lr: 0.000314 loss: 0.3415 (0.3494) loss_rec_all: 0.3657 (0.3734) loss_rec_sfr: 0.5060 (0.5345) loss_cl: -0.2791 (-0.2780) time: 0.7460 data: 0.0002 max mem: 29860 [18:47:48.895404] Epoch: [5] [ 720/2904] eta: 0:28:07 lr: 0.000315 loss: 0.3349 (0.3492) loss_rec_all: 0.3592 (0.3733) loss_rec_sfr: 0.4971 (0.5344) loss_cl: -0.2773 (-0.2780) time: 0.7460 data: 0.0002 max mem: 29860 [18:48:03.819732] Epoch: [5] [ 740/2904] eta: 0:27:50 lr: 0.000315 loss: 0.3296 (0.3489) loss_rec_all: 0.3541 (0.3730) loss_rec_sfr: 0.4967 (0.5338) loss_cl: -0.2780 (-0.2780) time: 0.7462 data: 0.0002 max mem: 29860 [18:48:18.740912] Epoch: [5] [ 760/2904] eta: 0:27:33 lr: 0.000316 loss: 0.3379 (0.3489) loss_rec_all: 0.3621 (0.3730) loss_rec_sfr: 0.5386 (0.5339) loss_cl: -0.2791 (-0.2780) time: 0.7460 data: 0.0002 max mem: 29860 [18:48:33.659911] Epoch: [5] [ 780/2904] eta: 0:27:16 lr: 0.000316 loss: 0.3307 (0.3487) loss_rec_all: 0.3547 (0.3728) loss_rec_sfr: 0.4926 (0.5336) loss_cl: -0.2778 (-0.2780) time: 0.7459 data: 0.0002 max mem: 29860 [18:48:48.570275] Epoch: [5] [ 800/2904] eta: 0:26:59 lr: 0.000317 loss: 0.3310 (0.3483) loss_rec_all: 0.3555 (0.3724) loss_rec_sfr: 0.5395 (0.5333) loss_cl: -0.2785 (-0.2780) time: 0.7455 data: 0.0002 max mem: 29860 [18:49:03.483667] Epoch: [5] [ 820/2904] eta: 0:26:43 lr: 0.000317 loss: 0.3344 (0.3482) loss_rec_all: 0.3582 (0.3722) loss_rec_sfr: 0.5117 (0.5332) loss_cl: -0.2791 (-0.2781) time: 0.7456 data: 0.0002 max mem: 29860 [18:49:18.401795] Epoch: [5] [ 840/2904] eta: 0:26:26 lr: 0.000317 loss: 0.3413 (0.3484) loss_rec_all: 0.3652 (0.3724) loss_rec_sfr: 0.5502 (0.5337) loss_cl: -0.2777 (-0.2780) time: 0.7459 data: 0.0002 max mem: 29860 [18:49:33.321874] Epoch: [5] [ 860/2904] eta: 0:26:10 lr: 0.000318 loss: 0.3357 (0.3484) loss_rec_all: 0.3599 (0.3724) loss_rec_sfr: 0.5491 (0.5340) loss_cl: -0.2774 (-0.2780) time: 0.7460 data: 0.0002 max mem: 29860 [18:49:48.242721] Epoch: [5] [ 880/2904] eta: 0:25:53 lr: 0.000318 loss: 0.3364 (0.3481) loss_rec_all: 0.3602 (0.3722) loss_rec_sfr: 0.4810 (0.5333) loss_cl: -0.2783 (-0.2780) time: 0.7460 data: 0.0002 max mem: 29860 [18:50:03.153952] Epoch: [5] [ 900/2904] eta: 0:25:37 lr: 0.000319 loss: 0.3358 (0.3481) loss_rec_all: 0.3606 (0.3722) loss_rec_sfr: 0.4661 (0.5328) loss_cl: -0.2779 (-0.2780) time: 0.7455 data: 0.0002 max mem: 29860 [18:50:18.069221] Epoch: [5] [ 920/2904] eta: 0:25:21 lr: 0.000319 loss: 0.3310 (0.3479) loss_rec_all: 0.3556 (0.3719) loss_rec_sfr: 0.4874 (0.5324) loss_cl: -0.2790 (-0.2780) time: 0.7457 data: 0.0002 max mem: 29860 [18:50:32.984201] Epoch: [5] [ 940/2904] eta: 0:25:05 lr: 0.000319 loss: 0.3346 (0.3478) loss_rec_all: 0.3593 (0.3718) loss_rec_sfr: 0.5015 (0.5322) loss_cl: -0.2775 (-0.2780) time: 0.7457 data: 0.0002 max mem: 29860 [18:50:47.901903] Epoch: [5] [ 960/2904] eta: 0:24:48 lr: 0.000320 loss: 0.3299 (0.3477) loss_rec_all: 0.3547 (0.3718) loss_rec_sfr: 0.5371 (0.5322) loss_cl: -0.2781 (-0.2780) time: 0.7458 data: 0.0002 max mem: 29860 [18:51:02.820092] Epoch: [5] [ 980/2904] eta: 0:24:32 lr: 0.000320 loss: 0.3419 (0.3479) loss_rec_all: 0.3655 (0.3719) loss_rec_sfr: 0.5673 (0.5325) loss_cl: -0.2782 (-0.2780) time: 0.7459 data: 0.0002 max mem: 29860 [18:51:17.735192] Epoch: [5] [1000/2904] eta: 0:24:16 lr: 0.000321 loss: 0.3323 (0.3477) loss_rec_all: 0.3565 (0.3718) loss_rec_sfr: 0.4908 (0.5320) loss_cl: -0.2772 (-0.2780) time: 0.7457 data: 0.0002 max mem: 29860 [18:51:32.650524] Epoch: [5] [1020/2904] eta: 0:24:00 lr: 0.000321 loss: 0.3310 (0.3475) loss_rec_all: 0.3555 (0.3715) loss_rec_sfr: 0.4902 (0.5317) loss_cl: -0.2778 (-0.2780) time: 0.7457 data: 0.0002 max mem: 29860 [18:51:47.572630] Epoch: [5] [1040/2904] eta: 0:23:44 lr: 0.000321 loss: 0.3318 (0.3472) loss_rec_all: 0.3563 (0.3713) loss_rec_sfr: 0.5322 (0.5315) loss_cl: -0.2784 (-0.2780) time: 0.7461 data: 0.0002 max mem: 29860 [18:52:02.495237] Epoch: [5] [1060/2904] eta: 0:23:28 lr: 0.000322 loss: 0.3361 (0.3473) loss_rec_all: 0.3597 (0.3714) loss_rec_sfr: 0.5590 (0.5320) loss_cl: -0.2767 (-0.2780) time: 0.7461 data: 0.0002 max mem: 29860 [18:52:17.421100] Epoch: [5] [1080/2904] eta: 0:23:12 lr: 0.000322 loss: 0.3325 (0.3472) loss_rec_all: 0.3565 (0.3713) loss_rec_sfr: 0.4910 (0.5318) loss_cl: -0.2794 (-0.2780) time: 0.7463 data: 0.0002 max mem: 29860 [18:52:32.337485] Epoch: [5] [1100/2904] eta: 0:22:57 lr: 0.000323 loss: 0.3320 (0.3471) loss_rec_all: 0.3564 (0.3712) loss_rec_sfr: 0.5537 (0.5320) loss_cl: -0.2787 (-0.2780) time: 0.7458 data: 0.0002 max mem: 29860 [18:52:47.258853] Epoch: [5] [1120/2904] eta: 0:22:41 lr: 0.000323 loss: 0.3375 (0.3471) loss_rec_all: 0.3617 (0.3712) loss_rec_sfr: 0.5207 (0.5321) loss_cl: -0.2765 (-0.2780) time: 0.7460 data: 0.0002 max mem: 29860 [18:53:02.176893] Epoch: [5] [1140/2904] eta: 0:22:25 lr: 0.000324 loss: 0.3271 (0.3469) loss_rec_all: 0.3513 (0.3710) loss_rec_sfr: 0.5105 (0.5318) loss_cl: -0.2774 (-0.2780) time: 0.7459 data: 0.0002 max mem: 29860 [18:53:17.093348] Epoch: [5] [1160/2904] eta: 0:22:09 lr: 0.000324 loss: 0.3252 (0.3466) loss_rec_all: 0.3494 (0.3707) loss_rec_sfr: 0.4930 (0.5314) loss_cl: -0.2776 (-0.2780) time: 0.7458 data: 0.0002 max mem: 29860 [18:53:32.009961] Epoch: [5] [1180/2904] eta: 0:21:54 lr: 0.000324 loss: 0.3308 (0.3465) loss_rec_all: 0.3553 (0.3706) loss_rec_sfr: 0.5518 (0.5314) loss_cl: -0.2785 (-0.2780) time: 0.7458 data: 0.0002 max mem: 29860 [18:53:46.937406] Epoch: [5] [1200/2904] eta: 0:21:38 lr: 0.000325 loss: 0.3341 (0.3463) loss_rec_all: 0.3588 (0.3704) loss_rec_sfr: 0.4750 (0.5310) loss_cl: -0.2781 (-0.2780) time: 0.7463 data: 0.0002 max mem: 29860 [18:54:01.857352] Epoch: [5] [1220/2904] eta: 0:21:22 lr: 0.000325 loss: 0.3310 (0.3463) loss_rec_all: 0.3549 (0.3703) loss_rec_sfr: 0.5565 (0.5312) loss_cl: -0.2775 (-0.2780) time: 0.7460 data: 0.0002 max mem: 29860 [18:54:16.780138] Epoch: [5] [1240/2904] eta: 0:21:06 lr: 0.000326 loss: 0.3328 (0.3461) loss_rec_all: 0.3566 (0.3702) loss_rec_sfr: 0.4747 (0.5308) loss_cl: -0.2789 (-0.2780) time: 0.7461 data: 0.0002 max mem: 29860 [18:54:31.700020] Epoch: [5] [1260/2904] eta: 0:20:51 lr: 0.000326 loss: 0.3326 (0.3461) loss_rec_all: 0.3566 (0.3701) loss_rec_sfr: 0.4867 (0.5306) loss_cl: -0.2781 (-0.2780) time: 0.7460 data: 0.0002 max mem: 29860 [18:54:46.619810] Epoch: [5] [1280/2904] eta: 0:20:35 lr: 0.000326 loss: 0.3300 (0.3458) loss_rec_all: 0.3544 (0.3699) loss_rec_sfr: 0.4474 (0.5297) loss_cl: -0.2784 (-0.2780) time: 0.7459 data: 0.0002 max mem: 29860 [18:55:01.534199] Epoch: [5] [1300/2904] eta: 0:20:20 lr: 0.000327 loss: 0.3275 (0.3456) loss_rec_all: 0.3516 (0.3697) loss_rec_sfr: 0.4861 (0.5293) loss_cl: -0.2794 (-0.2780) time: 0.7457 data: 0.0002 max mem: 29860 [18:55:16.450281] Epoch: [5] [1320/2904] eta: 0:20:04 lr: 0.000327 loss: 0.3364 (0.3455) loss_rec_all: 0.3613 (0.3696) loss_rec_sfr: 0.4588 (0.5290) loss_cl: -0.2785 (-0.2780) time: 0.7458 data: 0.0002 max mem: 29860 [18:55:31.367103] Epoch: [5] [1340/2904] eta: 0:19:49 lr: 0.000328 loss: 0.3326 (0.3455) loss_rec_all: 0.3565 (0.3696) loss_rec_sfr: 0.5685 (0.5294) loss_cl: -0.2777 (-0.2780) time: 0.7458 data: 0.0002 max mem: 29860 [18:55:46.285966] Epoch: [5] [1360/2904] eta: 0:19:33 lr: 0.000328 loss: 0.3247 (0.3454) loss_rec_all: 0.3485 (0.3695) loss_rec_sfr: 0.5513 (0.5297) loss_cl: -0.2788 (-0.2780) time: 0.7459 data: 0.0002 max mem: 29860 [18:56:01.196085] Epoch: [5] [1380/2904] eta: 0:19:17 lr: 0.000329 loss: 0.3261 (0.3453) loss_rec_all: 0.3500 (0.3694) loss_rec_sfr: 0.4845 (0.5293) loss_cl: -0.2782 (-0.2780) time: 0.7455 data: 0.0002 max mem: 29860 [18:56:16.112461] Epoch: [5] [1400/2904] eta: 0:19:02 lr: 0.000329 loss: 0.3272 (0.3451) loss_rec_all: 0.3509 (0.3692) loss_rec_sfr: 0.4866 (0.5289) loss_cl: -0.2784 (-0.2780) time: 0.7458 data: 0.0002 max mem: 29860 [18:56:31.029455] Epoch: [5] [1420/2904] eta: 0:18:47 lr: 0.000329 loss: 0.3265 (0.3450) loss_rec_all: 0.3506 (0.3691) loss_rec_sfr: 0.4785 (0.5286) loss_cl: -0.2782 (-0.2780) time: 0.7458 data: 0.0002 max mem: 29860 [18:56:45.949800] Epoch: [5] [1440/2904] eta: 0:18:31 lr: 0.000330 loss: 0.3337 (0.3449) loss_rec_all: 0.3577 (0.3690) loss_rec_sfr: 0.4696 (0.5284) loss_cl: -0.2778 (-0.2780) time: 0.7460 data: 0.0002 max mem: 29860 [18:57:00.866803] Epoch: [5] [1460/2904] eta: 0:18:16 lr: 0.000330 loss: 0.3245 (0.3448) loss_rec_all: 0.3485 (0.3689) loss_rec_sfr: 0.5330 (0.5283) loss_cl: -0.2783 (-0.2780) time: 0.7458 data: 0.0002 max mem: 29860 [18:57:15.786945] Epoch: [5] [1480/2904] eta: 0:18:00 lr: 0.000331 loss: 0.3234 (0.3446) loss_rec_all: 0.3472 (0.3687) loss_rec_sfr: 0.4849 (0.5282) loss_cl: -0.2783 (-0.2780) time: 0.7460 data: 0.0003 max mem: 29860 [18:57:30.708091] Epoch: [5] [1500/2904] eta: 0:17:45 lr: 0.000331 loss: 0.3287 (0.3445) loss_rec_all: 0.3526 (0.3686) loss_rec_sfr: 0.5366 (0.5281) loss_cl: -0.2783 (-0.2780) time: 0.7460 data: 0.0002 max mem: 29860 [18:57:45.632900] Epoch: [5] [1520/2904] eta: 0:17:29 lr: 0.000331 loss: 0.3254 (0.3444) loss_rec_all: 0.3502 (0.3685) loss_rec_sfr: 0.4903 (0.5281) loss_cl: -0.2785 (-0.2780) time: 0.7462 data: 0.0002 max mem: 29860 [18:58:00.559943] Epoch: [5] [1540/2904] eta: 0:17:14 lr: 0.000332 loss: 0.3321 (0.3444) loss_rec_all: 0.3560 (0.3685) loss_rec_sfr: 0.5530 (0.5281) loss_cl: -0.2785 (-0.2780) time: 0.7463 data: 0.0002 max mem: 29860 [18:58:15.483976] Epoch: [5] [1560/2904] eta: 0:16:59 lr: 0.000332 loss: 0.3342 (0.3444) loss_rec_all: 0.3581 (0.3685) loss_rec_sfr: 0.5548 (0.5284) loss_cl: -0.2773 (-0.2780) time: 0.7462 data: 0.0002 max mem: 29860 [18:58:30.414373] Epoch: [5] [1580/2904] eta: 0:16:43 lr: 0.000333 loss: 0.3232 (0.3442) loss_rec_all: 0.3478 (0.3683) loss_rec_sfr: 0.4806 (0.5281) loss_cl: -0.2780 (-0.2780) time: 0.7465 data: 0.0002 max mem: 29860 [18:58:45.334277] Epoch: [5] [1600/2904] eta: 0:16:28 lr: 0.000333 loss: 0.3309 (0.3442) loss_rec_all: 0.3554 (0.3683) loss_rec_sfr: 0.4942 (0.5281) loss_cl: -0.2790 (-0.2780) time: 0.7460 data: 0.0002 max mem: 29860 [18:59:00.248430] Epoch: [5] [1620/2904] eta: 0:16:12 lr: 0.000333 loss: 0.3302 (0.3441) loss_rec_all: 0.3545 (0.3682) loss_rec_sfr: 0.5376 (0.5280) loss_cl: -0.2783 (-0.2780) time: 0.7457 data: 0.0002 max mem: 29860 [18:59:15.163373] Epoch: [5] [1640/2904] eta: 0:15:57 lr: 0.000334 loss: 0.3243 (0.3439) loss_rec_all: 0.3480 (0.3680) loss_rec_sfr: 0.4984 (0.5279) loss_cl: -0.2778 (-0.2780) time: 0.7457 data: 0.0002 max mem: 29860 [18:59:30.082242] Epoch: [5] [1660/2904] eta: 0:15:42 lr: 0.000334 loss: 0.3236 (0.3439) loss_rec_all: 0.3476 (0.3680) loss_rec_sfr: 0.4838 (0.5278) loss_cl: -0.2778 (-0.2780) time: 0.7459 data: 0.0002 max mem: 29860 [18:59:44.995749] Epoch: [5] [1680/2904] eta: 0:15:27 lr: 0.000335 loss: 0.3220 (0.3438) loss_rec_all: 0.3459 (0.3679) loss_rec_sfr: 0.5319 (0.5278) loss_cl: -0.2772 (-0.2780) time: 0.7456 data: 0.0002 max mem: 29860 [19:00:00.060935] Epoch: [5] [1700/2904] eta: 0:15:11 lr: 0.000335 loss: 0.3273 (0.3437) loss_rec_all: 0.3511 (0.3678) loss_rec_sfr: 0.4489 (0.5274) loss_cl: -0.2791 (-0.2780) time: 0.7532 data: 0.0002 max mem: 29860 [19:00:14.981770] Epoch: [5] [1720/2904] eta: 0:14:56 lr: 0.000336 loss: 0.3306 (0.3437) loss_rec_all: 0.3542 (0.3678) loss_rec_sfr: 0.5193 (0.5274) loss_cl: -0.2777 (-0.2780) time: 0.7460 data: 0.0002 max mem: 29860 [19:00:30.041585] Epoch: [5] [1740/2904] eta: 0:14:41 lr: 0.000336 loss: 0.3245 (0.3436) loss_rec_all: 0.3489 (0.3677) loss_rec_sfr: 0.5171 (0.5272) loss_cl: -0.2782 (-0.2780) time: 0.7529 data: 0.0002 max mem: 29860 [19:00:44.955952] Epoch: [5] [1760/2904] eta: 0:14:26 lr: 0.000336 loss: 0.3215 (0.3435) loss_rec_all: 0.3462 (0.3676) loss_rec_sfr: 0.5380 (0.5272) loss_cl: -0.2778 (-0.2780) time: 0.7457 data: 0.0002 max mem: 29860 [19:00:59.877536] Epoch: [5] [1780/2904] eta: 0:14:10 lr: 0.000337 loss: 0.3221 (0.3435) loss_rec_all: 0.3459 (0.3676) loss_rec_sfr: 0.5328 (0.5273) loss_cl: -0.2784 (-0.2780) time: 0.7460 data: 0.0002 max mem: 29860 [19:01:14.797702] Epoch: [5] [1800/2904] eta: 0:13:55 lr: 0.000337 loss: 0.3273 (0.3435) loss_rec_all: 0.3513 (0.3676) loss_rec_sfr: 0.5358 (0.5273) loss_cl: -0.2780 (-0.2780) time: 0.7460 data: 0.0002 max mem: 29860 [19:01:29.719205] Epoch: [5] [1820/2904] eta: 0:13:40 lr: 0.000338 loss: 0.3211 (0.3433) loss_rec_all: 0.3457 (0.3674) loss_rec_sfr: 0.4793 (0.5272) loss_cl: -0.2780 (-0.2780) time: 0.7460 data: 0.0002 max mem: 29860 [19:01:44.636992] Epoch: [5] [1840/2904] eta: 0:13:24 lr: 0.000338 loss: 0.3210 (0.3432) loss_rec_all: 0.3448 (0.3673) loss_rec_sfr: 0.5384 (0.5271) loss_cl: -0.2773 (-0.2780) time: 0.7458 data: 0.0002 max mem: 29860 [19:01:59.552680] Epoch: [5] [1860/2904] eta: 0:13:09 lr: 0.000338 loss: 0.3239 (0.3430) loss_rec_all: 0.3480 (0.3671) loss_rec_sfr: 0.4911 (0.5269) loss_cl: -0.2789 (-0.2780) time: 0.7457 data: 0.0002 max mem: 29860 [19:02:14.467833] Epoch: [5] [1880/2904] eta: 0:12:54 lr: 0.000339 loss: 0.3267 (0.3429) loss_rec_all: 0.3508 (0.3670) loss_rec_sfr: 0.5133 (0.5268) loss_cl: -0.2782 (-0.2780) time: 0.7457 data: 0.0002 max mem: 29860 [19:02:29.385284] Epoch: [5] [1900/2904] eta: 0:12:39 lr: 0.000339 loss: 0.3242 (0.3428) loss_rec_all: 0.3481 (0.3669) loss_rec_sfr: 0.5315 (0.5268) loss_cl: -0.2785 (-0.2780) time: 0.7458 data: 0.0002 max mem: 29860 [19:02:44.305416] Epoch: [5] [1920/2904] eta: 0:12:23 lr: 0.000340 loss: 0.3236 (0.3427) loss_rec_all: 0.3482 (0.3668) loss_rec_sfr: 0.5573 (0.5269) loss_cl: -0.2784 (-0.2780) time: 0.7460 data: 0.0002 max mem: 29860 [19:02:59.225903] Epoch: [5] [1940/2904] eta: 0:12:08 lr: 0.000340 loss: 0.3307 (0.3427) loss_rec_all: 0.3555 (0.3668) loss_rec_sfr: 0.5402 (0.5269) loss_cl: -0.2777 (-0.2780) time: 0.7460 data: 0.0002 max mem: 29860 [19:03:14.142199] Epoch: [5] [1960/2904] eta: 0:11:53 lr: 0.000340 loss: 0.3277 (0.3426) loss_rec_all: 0.3517 (0.3667) loss_rec_sfr: 0.4890 (0.5267) loss_cl: -0.2779 (-0.2780) time: 0.7458 data: 0.0002 max mem: 29860 [19:03:29.059009] Epoch: [5] [1980/2904] eta: 0:11:38 lr: 0.000341 loss: 0.3364 (0.3427) loss_rec_all: 0.3610 (0.3668) loss_rec_sfr: 0.5345 (0.5269) loss_cl: -0.2774 (-0.2780) time: 0.7458 data: 0.0002 max mem: 29860 [19:03:43.974519] Epoch: [5] [2000/2904] eta: 0:11:23 lr: 0.000341 loss: 0.3158 (0.3425) loss_rec_all: 0.3405 (0.3666) loss_rec_sfr: 0.5337 (0.5267) loss_cl: -0.2793 (-0.2780) time: 0.7457 data: 0.0002 max mem: 29860 [19:03:58.889215] Epoch: [5] [2020/2904] eta: 0:11:07 lr: 0.000342 loss: 0.3221 (0.3424) loss_rec_all: 0.3462 (0.3665) loss_rec_sfr: 0.5392 (0.5269) loss_cl: -0.2785 (-0.2780) time: 0.7457 data: 0.0002 max mem: 29860 [19:04:13.802860] Epoch: [5] [2040/2904] eta: 0:10:52 lr: 0.000342 loss: 0.3208 (0.3424) loss_rec_all: 0.3448 (0.3665) loss_rec_sfr: 0.4730 (0.5267) loss_cl: -0.2779 (-0.2780) time: 0.7456 data: 0.0002 max mem: 29860 [19:04:28.718442] Epoch: [5] [2060/2904] eta: 0:10:37 lr: 0.000343 loss: 0.3225 (0.3423) loss_rec_all: 0.3464 (0.3664) loss_rec_sfr: 0.4714 (0.5264) loss_cl: -0.2785 (-0.2780) time: 0.7457 data: 0.0002 max mem: 29860 [19:04:43.634345] Epoch: [5] [2080/2904] eta: 0:10:22 lr: 0.000343 loss: 0.3222 (0.3422) loss_rec_all: 0.3466 (0.3663) loss_rec_sfr: 0.5283 (0.5263) loss_cl: -0.2771 (-0.2780) time: 0.7458 data: 0.0002 max mem: 29860 [19:04:58.554055] Epoch: [5] [2100/2904] eta: 0:10:07 lr: 0.000343 loss: 0.3279 (0.3422) loss_rec_all: 0.3523 (0.3663) loss_rec_sfr: 0.5008 (0.5263) loss_cl: -0.2785 (-0.2780) time: 0.7459 data: 0.0002 max mem: 29860 [19:05:13.463347] Epoch: [5] [2120/2904] eta: 0:09:51 lr: 0.000344 loss: 0.3237 (0.3421) loss_rec_all: 0.3479 (0.3662) loss_rec_sfr: 0.5407 (0.5264) loss_cl: -0.2792 (-0.2780) time: 0.7454 data: 0.0002 max mem: 29860 [19:05:28.376252] Epoch: [5] [2140/2904] eta: 0:09:36 lr: 0.000344 loss: 0.3277 (0.3420) loss_rec_all: 0.3515 (0.3661) loss_rec_sfr: 0.5358 (0.5264) loss_cl: -0.2778 (-0.2780) time: 0.7456 data: 0.0002 max mem: 29860 [19:05:43.297819] Epoch: [5] [2160/2904] eta: 0:09:21 lr: 0.000345 loss: 0.3231 (0.3419) loss_rec_all: 0.3476 (0.3660) loss_rec_sfr: 0.5383 (0.5264) loss_cl: -0.2779 (-0.2780) time: 0.7460 data: 0.0003 max mem: 29860 [19:05:58.213246] Epoch: [5] [2180/2904] eta: 0:09:06 lr: 0.000345 loss: 0.3169 (0.3417) loss_rec_all: 0.3410 (0.3659) loss_rec_sfr: 0.4836 (0.5262) loss_cl: -0.2783 (-0.2780) time: 0.7457 data: 0.0002 max mem: 29860 [19:06:13.133918] Epoch: [5] [2200/2904] eta: 0:08:51 lr: 0.000345 loss: 0.3192 (0.3416) loss_rec_all: 0.3435 (0.3657) loss_rec_sfr: 0.4788 (0.5259) loss_cl: -0.2784 (-0.2780) time: 0.7460 data: 0.0002 max mem: 29860 [19:06:28.047557] Epoch: [5] [2220/2904] eta: 0:08:36 lr: 0.000346 loss: 0.3249 (0.3415) loss_rec_all: 0.3490 (0.3656) loss_rec_sfr: 0.4515 (0.5256) loss_cl: -0.2793 (-0.2780) time: 0.7456 data: 0.0002 max mem: 29860 [19:06:42.963347] Epoch: [5] [2240/2904] eta: 0:08:21 lr: 0.000346 loss: 0.3188 (0.3414) loss_rec_all: 0.3430 (0.3655) loss_rec_sfr: 0.5356 (0.5255) loss_cl: -0.2787 (-0.2780) time: 0.7457 data: 0.0002 max mem: 29860 [19:06:57.876759] Epoch: [5] [2260/2904] eta: 0:08:05 lr: 0.000347 loss: 0.3250 (0.3413) loss_rec_all: 0.3496 (0.3654) loss_rec_sfr: 0.4929 (0.5254) loss_cl: -0.2779 (-0.2780) time: 0.7456 data: 0.0002 max mem: 29860 [19:07:12.791643] Epoch: [5] [2280/2904] eta: 0:07:50 lr: 0.000347 loss: 0.3213 (0.3411) loss_rec_all: 0.3459 (0.3653) loss_rec_sfr: 0.4729 (0.5250) loss_cl: -0.2780 (-0.2780) time: 0.7457 data: 0.0002 max mem: 29860 [19:07:27.704682] Epoch: [5] [2300/2904] eta: 0:07:35 lr: 0.000348 loss: 0.3264 (0.3411) loss_rec_all: 0.3504 (0.3652) loss_rec_sfr: 0.4601 (0.5249) loss_cl: -0.2785 (-0.2780) time: 0.7456 data: 0.0002 max mem: 29860 [19:07:42.622130] Epoch: [5] [2320/2904] eta: 0:07:20 lr: 0.000348 loss: 0.3228 (0.3410) loss_rec_all: 0.3465 (0.3651) loss_rec_sfr: 0.4958 (0.5248) loss_cl: -0.2789 (-0.2780) time: 0.7458 data: 0.0002 max mem: 29860 [19:07:57.540586] Epoch: [5] [2340/2904] eta: 0:07:05 lr: 0.000348 loss: 0.3155 (0.3409) loss_rec_all: 0.3403 (0.3650) loss_rec_sfr: 0.5301 (0.5248) loss_cl: -0.2781 (-0.2780) time: 0.7459 data: 0.0002 max mem: 29860 [19:08:12.459809] Epoch: [5] [2360/2904] eta: 0:06:50 lr: 0.000349 loss: 0.3195 (0.3408) loss_rec_all: 0.3434 (0.3649) loss_rec_sfr: 0.4878 (0.5246) loss_cl: -0.2776 (-0.2780) time: 0.7459 data: 0.0002 max mem: 29860 [19:08:27.533252] Epoch: [5] [2380/2904] eta: 0:06:35 lr: 0.000349 loss: 0.3256 (0.3408) loss_rec_all: 0.3497 (0.3649) loss_rec_sfr: 0.5513 (0.5247) loss_cl: -0.2781 (-0.2780) time: 0.7536 data: 0.0002 max mem: 29860 [19:08:42.450314] Epoch: [5] [2400/2904] eta: 0:06:20 lr: 0.000350 loss: 0.3247 (0.3407) loss_rec_all: 0.3496 (0.3648) loss_rec_sfr: 0.4490 (0.5245) loss_cl: -0.2783 (-0.2780) time: 0.7458 data: 0.0002 max mem: 29860 [19:08:57.366527] Epoch: [5] [2420/2904] eta: 0:06:04 lr: 0.000350 loss: 0.3156 (0.3405) loss_rec_all: 0.3396 (0.3647) loss_rec_sfr: 0.5259 (0.5244) loss_cl: -0.2782 (-0.2780) time: 0.7458 data: 0.0002 max mem: 29860 [19:09:12.287785] Epoch: [5] [2440/2904] eta: 0:05:49 lr: 0.000350 loss: 0.3178 (0.3405) loss_rec_all: 0.3420 (0.3646) loss_rec_sfr: 0.5295 (0.5245) loss_cl: -0.2785 (-0.2780) time: 0.7460 data: 0.0002 max mem: 29860 [19:09:27.204053] Epoch: [5] [2460/2904] eta: 0:05:34 lr: 0.000351 loss: 0.3199 (0.3404) loss_rec_all: 0.3438 (0.3645) loss_rec_sfr: 0.5253 (0.5245) loss_cl: -0.2771 (-0.2780) time: 0.7458 data: 0.0002 max mem: 29860 [19:09:42.123757] Epoch: [5] [2480/2904] eta: 0:05:19 lr: 0.000351 loss: 0.3145 (0.3403) loss_rec_all: 0.3383 (0.3645) loss_rec_sfr: 0.4736 (0.5244) loss_cl: -0.2765 (-0.2780) time: 0.7459 data: 0.0002 max mem: 29860 [19:09:57.044920] Epoch: [5] [2500/2904] eta: 0:05:04 lr: 0.000352 loss: 0.3261 (0.3404) loss_rec_all: 0.3505 (0.3645) loss_rec_sfr: 0.5242 (0.5244) loss_cl: -0.2778 (-0.2780) time: 0.7460 data: 0.0002 max mem: 29860 [19:10:11.959078] Epoch: [5] [2520/2904] eta: 0:04:49 lr: 0.000352 loss: 0.3136 (0.3402) loss_rec_all: 0.3377 (0.3643) loss_rec_sfr: 0.5269 (0.5243) loss_cl: -0.2791 (-0.2780) time: 0.7457 data: 0.0002 max mem: 29860 [19:10:26.869955] Epoch: [5] [2540/2904] eta: 0:04:34 lr: 0.000352 loss: 0.3240 (0.3402) loss_rec_all: 0.3491 (0.3643) loss_rec_sfr: 0.4791 (0.5243) loss_cl: -0.2787 (-0.2780) time: 0.7455 data: 0.0002 max mem: 29860 [19:10:41.788337] Epoch: [5] [2560/2904] eta: 0:04:19 lr: 0.000353 loss: 0.3193 (0.3401) loss_rec_all: 0.3438 (0.3642) loss_rec_sfr: 0.4705 (0.5241) loss_cl: -0.2780 (-0.2780) time: 0.7459 data: 0.0002 max mem: 29860 [19:10:56.711062] Epoch: [5] [2580/2904] eta: 0:04:04 lr: 0.000353 loss: 0.3220 (0.3400) loss_rec_all: 0.3462 (0.3642) loss_rec_sfr: 0.5346 (0.5241) loss_cl: -0.2769 (-0.2780) time: 0.7461 data: 0.0002 max mem: 29860 [19:11:11.632347] Epoch: [5] [2600/2904] eta: 0:03:49 lr: 0.000354 loss: 0.3222 (0.3400) loss_rec_all: 0.3462 (0.3641) loss_rec_sfr: 0.5197 (0.5241) loss_cl: -0.2780 (-0.2780) time: 0.7460 data: 0.0002 max mem: 29860 [19:11:26.546356] Epoch: [5] [2620/2904] eta: 0:03:33 lr: 0.000354 loss: 0.3217 (0.3399) loss_rec_all: 0.3457 (0.3641) loss_rec_sfr: 0.5123 (0.5241) loss_cl: -0.2772 (-0.2780) time: 0.7457 data: 0.0002 max mem: 29860 [19:11:41.458536] Epoch: [5] [2640/2904] eta: 0:03:18 lr: 0.000355 loss: 0.3182 (0.3398) loss_rec_all: 0.3425 (0.3639) loss_rec_sfr: 0.4822 (0.5240) loss_cl: -0.2784 (-0.2780) time: 0.7456 data: 0.0002 max mem: 29860 [19:11:56.368203] Epoch: [5] [2660/2904] eta: 0:03:03 lr: 0.000355 loss: 0.3165 (0.3397) loss_rec_all: 0.3411 (0.3639) loss_rec_sfr: 0.4770 (0.5238) loss_cl: -0.2796 (-0.2780) time: 0.7454 data: 0.0002 max mem: 29860 [19:12:11.286160] Epoch: [5] [2680/2904] eta: 0:02:48 lr: 0.000355 loss: 0.3184 (0.3397) loss_rec_all: 0.3429 (0.3638) loss_rec_sfr: 0.5421 (0.5239) loss_cl: -0.2781 (-0.2780) time: 0.7459 data: 0.0002 max mem: 29860 [19:12:26.208409] Epoch: [5] [2700/2904] eta: 0:02:33 lr: 0.000356 loss: 0.3192 (0.3397) loss_rec_all: 0.3436 (0.3638) loss_rec_sfr: 0.5256 (0.5240) loss_cl: -0.2774 (-0.2780) time: 0.7461 data: 0.0002 max mem: 29860 [19:12:41.127010] Epoch: [5] [2720/2904] eta: 0:02:18 lr: 0.000356 loss: 0.3164 (0.3396) loss_rec_all: 0.3406 (0.3637) loss_rec_sfr: 0.4690 (0.5238) loss_cl: -0.2778 (-0.2780) time: 0.7459 data: 0.0002 max mem: 29860 [19:12:56.050730] Epoch: [5] [2740/2904] eta: 0:02:03 lr: 0.000357 loss: 0.3164 (0.3395) loss_rec_all: 0.3412 (0.3636) loss_rec_sfr: 0.4504 (0.5236) loss_cl: -0.2784 (-0.2780) time: 0.7461 data: 0.0002 max mem: 29860 [19:13:10.972976] Epoch: [5] [2760/2904] eta: 0:01:48 lr: 0.000357 loss: 0.3151 (0.3394) loss_rec_all: 0.3399 (0.3635) loss_rec_sfr: 0.5241 (0.5235) loss_cl: -0.2782 (-0.2780) time: 0.7461 data: 0.0002 max mem: 29860 [19:13:25.891251] Epoch: [5] [2780/2904] eta: 0:01:33 lr: 0.000357 loss: 0.3265 (0.3393) loss_rec_all: 0.3502 (0.3635) loss_rec_sfr: 0.5195 (0.5235) loss_cl: -0.2771 (-0.2780) time: 0.7459 data: 0.0002 max mem: 29860 [19:13:40.812776] Epoch: [5] [2800/2904] eta: 0:01:18 lr: 0.000358 loss: 0.3189 (0.3393) loss_rec_all: 0.3431 (0.3634) loss_rec_sfr: 0.5326 (0.5235) loss_cl: -0.2780 (-0.2780) time: 0.7460 data: 0.0002 max mem: 29860 [19:13:55.734440] Epoch: [5] [2820/2904] eta: 0:01:03 lr: 0.000358 loss: 0.3161 (0.3392) loss_rec_all: 0.3403 (0.3633) loss_rec_sfr: 0.5293 (0.5234) loss_cl: -0.2792 (-0.2780) time: 0.7460 data: 0.0002 max mem: 29860 [19:14:10.688611] Epoch: [5] [2840/2904] eta: 0:00:48 lr: 0.000359 loss: 0.3167 (0.3391) loss_rec_all: 0.3414 (0.3633) loss_rec_sfr: 0.5284 (0.5234) loss_cl: -0.2784 (-0.2780) time: 0.7477 data: 0.0023 max mem: 29860 [19:14:25.591740] Epoch: [5] [2860/2904] eta: 0:00:33 lr: 0.000359 loss: 0.3167 (0.3390) loss_rec_all: 0.3411 (0.3632) loss_rec_sfr: 0.5122 (0.5233) loss_cl: -0.2779 (-0.2780) time: 0.7451 data: 0.0001 max mem: 29860 [19:14:40.501154] Epoch: [5] [2880/2904] eta: 0:00:18 lr: 0.000360 loss: 0.3173 (0.3389) loss_rec_all: 0.3414 (0.3630) loss_rec_sfr: 0.4751 (0.5231) loss_cl: -0.2779 (-0.2780) time: 0.7454 data: 0.0001 max mem: 29860 [19:14:55.418031] Epoch: [5] [2900/2904] eta: 0:00:03 lr: 0.000360 loss: 0.3159 (0.3388) loss_rec_all: 0.3402 (0.3629) loss_rec_sfr: 0.4594 (0.5229) loss_cl: -0.2797 (-0.2780) time: 0.7458 data: 0.0001 max mem: 29860 [19:14:57.660130] Epoch: [5] [2903/2904] eta: 0:00:00 lr: 0.000360 loss: 0.3125 (0.3388) loss_rec_all: 0.3368 (0.3629) loss_rec_sfr: 0.5219 (0.5229) loss_cl: -0.2797 (-0.2780) time: 0.7458 data: 0.0001 max mem: 29860 [19:14:59.796626] Epoch: [5] Total time: 0:36:27 (0.7534 s / it) [19:14:59.797516] Averaged stats: lr: 0.000360 loss: 0.3125 (0.3413) loss_rec_all: 0.3368 (0.3631) loss_rec_sfr: 0.5219 (0.5228) loss_cl: -0.2797 (-0.2544) [19:14:59.802274] log_dir: ./checkpoint/VF2_ViT-B [19:15:17.129276] Epoch: [6] [ 0/2904] eta: 13:58:34 lr: 0.000360 loss: 0.3187 (0.3187) loss_rec_all: 0.3439 (0.3439) loss_rec_sfr: 0.4291 (0.4291) loss_cl: -0.2814 (-0.2814) time: 17.3261 data: 16.4193 max mem: 29860 [19:15:32.487498] Epoch: [6] [ 20/2904] eta: 1:14:48 lr: 0.000360 loss: 0.3145 (0.3273) loss_rec_all: 0.3387 (0.3515) loss_rec_sfr: 0.5159 (0.5141) loss_cl: -0.2786 (-0.2784) time: 0.7679 data: 0.0002 max mem: 29860 [19:15:47.366709] Epoch: [6] [ 40/2904] eta: 0:55:22 lr: 0.000361 loss: 0.3120 (0.3283) loss_rec_all: 0.3361 (0.3525) loss_rec_sfr: 0.4687 (0.5081) loss_cl: -0.2768 (-0.2775) time: 0.7439 data: 0.0002 max mem: 29860 [19:16:02.249009] Epoch: [6] [ 60/2904] eta: 0:48:31 lr: 0.000361 loss: 0.3162 (0.3293) loss_rec_all: 0.3400 (0.3535) loss_rec_sfr: 0.4610 (0.5078) loss_cl: -0.2779 (-0.2775) time: 0.7441 data: 0.0002 max mem: 29860 [19:16:17.134640] Epoch: [6] [ 80/2904] eta: 0:44:55 lr: 0.000362 loss: 0.3136 (0.3278) loss_rec_all: 0.3383 (0.3520) loss_rec_sfr: 0.4852 (0.5064) loss_cl: -0.2783 (-0.2778) time: 0.7442 data: 0.0002 max mem: 29860 [19:16:32.034262] Epoch: [6] [ 100/2904] eta: 0:42:40 lr: 0.000362 loss: 0.3151 (0.3267) loss_rec_all: 0.3398 (0.3510) loss_rec_sfr: 0.4782 (0.5048) loss_cl: -0.2785 (-0.2779) time: 0.7449 data: 0.0002 max mem: 29860 [19:16:46.942739] Epoch: [6] [ 120/2904] eta: 0:41:04 lr: 0.000362 loss: 0.3182 (0.3263) loss_rec_all: 0.3424 (0.3506) loss_rec_sfr: 0.4803 (0.5042) loss_cl: -0.2790 (-0.2781) time: 0.7454 data: 0.0002 max mem: 29860 [19:17:01.864759] Epoch: [6] [ 140/2904] eta: 0:39:52 lr: 0.000363 loss: 0.3138 (0.3256) loss_rec_all: 0.3381 (0.3498) loss_rec_sfr: 0.5302 (0.5053) loss_cl: -0.2784 (-0.2781) time: 0.7461 data: 0.0002 max mem: 29860 [19:17:16.788649] Epoch: [6] [ 160/2904] eta: 0:38:54 lr: 0.000363 loss: 0.3230 (0.3264) loss_rec_all: 0.3477 (0.3507) loss_rec_sfr: 0.4543 (0.5042) loss_cl: -0.2767 (-0.2779) time: 0.7462 data: 0.0002 max mem: 29860 [19:17:31.735910] Epoch: [6] [ 180/2904] eta: 0:38:06 lr: 0.000364 loss: 0.3141 (0.3259) loss_rec_all: 0.3379 (0.3502) loss_rec_sfr: 0.5230 (0.5055) loss_cl: -0.2773 (-0.2779) time: 0.7473 data: 0.0002 max mem: 29860 [19:17:46.650444] Epoch: [6] [ 200/2904] eta: 0:37:24 lr: 0.000364 loss: 0.3127 (0.3254) loss_rec_all: 0.3375 (0.3496) loss_rec_sfr: 0.4675 (0.5051) loss_cl: -0.2782 (-0.2779) time: 0.7457 data: 0.0002 max mem: 29860 [19:18:01.584380] Epoch: [6] [ 220/2904] eta: 0:36:47 lr: 0.000365 loss: 0.3131 (0.3256) loss_rec_all: 0.3373 (0.3499) loss_rec_sfr: 0.4838 (0.5054) loss_cl: -0.2791 (-0.2780) time: 0.7467 data: 0.0002 max mem: 29860 [19:18:16.500781] Epoch: [6] [ 240/2904] eta: 0:36:14 lr: 0.000365 loss: 0.3196 (0.3262) loss_rec_all: 0.3436 (0.3504) loss_rec_sfr: 0.4740 (0.5055) loss_cl: -0.2788 (-0.2781) time: 0.7458 data: 0.0002 max mem: 29860 [19:18:31.437317] Epoch: [6] [ 260/2904] eta: 0:35:43 lr: 0.000365 loss: 0.3173 (0.3261) loss_rec_all: 0.3417 (0.3504) loss_rec_sfr: 0.4658 (0.5055) loss_cl: -0.2777 (-0.2781) time: 0.7468 data: 0.0002 max mem: 29860 [19:18:46.354958] Epoch: [6] [ 280/2904] eta: 0:35:15 lr: 0.000366 loss: 0.3225 (0.3266) loss_rec_all: 0.3471 (0.3508) loss_rec_sfr: 0.5252 (0.5067) loss_cl: -0.2779 (-0.2780) time: 0.7458 data: 0.0002 max mem: 29860 [19:19:01.274013] Epoch: [6] [ 300/2904] eta: 0:34:48 lr: 0.000366 loss: 0.3070 (0.3260) loss_rec_all: 0.3312 (0.3502) loss_rec_sfr: 0.5178 (0.5073) loss_cl: -0.2789 (-0.2781) time: 0.7459 data: 0.0002 max mem: 29860 [19:19:16.194628] Epoch: [6] [ 320/2904] eta: 0:34:23 lr: 0.000367 loss: 0.3137 (0.3251) loss_rec_all: 0.3375 (0.3494) loss_rec_sfr: 0.4408 (0.5050) loss_cl: -0.2782 (-0.2781) time: 0.7460 data: 0.0002 max mem: 29860 [19:19:31.112734] Epoch: [6] [ 340/2904] eta: 0:33:59 lr: 0.000367 loss: 0.3118 (0.3246) loss_rec_all: 0.3365 (0.3489) loss_rec_sfr: 0.4760 (0.5045) loss_cl: -0.2795 (-0.2781) time: 0.7459 data: 0.0002 max mem: 29860 [19:19:46.024682] Epoch: [6] [ 360/2904] eta: 0:33:36 lr: 0.000367 loss: 0.3235 (0.3252) loss_rec_all: 0.3483 (0.3495) loss_rec_sfr: 0.4762 (0.5047) loss_cl: -0.2779 (-0.2781) time: 0.7456 data: 0.0002 max mem: 29860 [19:20:00.948573] Epoch: [6] [ 380/2904] eta: 0:33:14 lr: 0.000368 loss: 0.3215 (0.3256) loss_rec_all: 0.3454 (0.3499) loss_rec_sfr: 0.5315 (0.5057) loss_cl: -0.2776 (-0.2781) time: 0.7462 data: 0.0002 max mem: 29860 [19:20:15.886248] Epoch: [6] [ 400/2904] eta: 0:32:53 lr: 0.000368 loss: 0.3182 (0.3259) loss_rec_all: 0.3428 (0.3502) loss_rec_sfr: 0.4708 (0.5055) loss_cl: -0.2767 (-0.2780) time: 0.7468 data: 0.0002 max mem: 29860 [19:20:30.807957] Epoch: [6] [ 420/2904] eta: 0:32:32 lr: 0.000369 loss: 0.3156 (0.3259) loss_rec_all: 0.3396 (0.3502) loss_rec_sfr: 0.4558 (0.5049) loss_cl: -0.2777 (-0.2780) time: 0.7460 data: 0.0002 max mem: 29860 [19:20:45.724198] Epoch: [6] [ 440/2904] eta: 0:32:12 lr: 0.000369 loss: 0.3111 (0.3256) loss_rec_all: 0.3356 (0.3499) loss_rec_sfr: 0.4679 (0.5045) loss_cl: -0.2771 (-0.2780) time: 0.7458 data: 0.0002 max mem: 29860 [19:21:00.645661] Epoch: [6] [ 460/2904] eta: 0:31:52 lr: 0.000370 loss: 0.3106 (0.3251) loss_rec_all: 0.3345 (0.3494) loss_rec_sfr: 0.4652 (0.5035) loss_cl: -0.2783 (-0.2780) time: 0.7460 data: 0.0002 max mem: 29860 [19:21:15.567742] Epoch: [6] [ 480/2904] eta: 0:31:33 lr: 0.000370 loss: 0.3058 (0.3249) loss_rec_all: 0.3309 (0.3492) loss_rec_sfr: 0.4718 (0.5033) loss_cl: -0.2789 (-0.2780) time: 0.7461 data: 0.0002 max mem: 29860 [19:21:30.489200] Epoch: [6] [ 500/2904] eta: 0:31:14 lr: 0.000370 loss: 0.3119 (0.3248) loss_rec_all: 0.3363 (0.3491) loss_rec_sfr: 0.5126 (0.5038) loss_cl: -0.2777 (-0.2780) time: 0.7460 data: 0.0002 max mem: 29860 [19:21:45.410709] Epoch: [6] [ 520/2904] eta: 0:30:55 lr: 0.000371 loss: 0.3181 (0.3251) loss_rec_all: 0.3428 (0.3493) loss_rec_sfr: 0.5129 (0.5040) loss_cl: -0.2772 (-0.2780) time: 0.7460 data: 0.0002 max mem: 29860 [19:22:00.332462] Epoch: [6] [ 540/2904] eta: 0:30:37 lr: 0.000371 loss: 0.3096 (0.3248) loss_rec_all: 0.3345 (0.3491) loss_rec_sfr: 0.4484 (0.5030) loss_cl: -0.2791 (-0.2780) time: 0.7460 data: 0.0002 max mem: 29860 [19:22:15.255276] Epoch: [6] [ 560/2904] eta: 0:30:19 lr: 0.000372 loss: 0.3111 (0.3246) loss_rec_all: 0.3349 (0.3489) loss_rec_sfr: 0.4592 (0.5028) loss_cl: -0.2774 (-0.2780) time: 0.7461 data: 0.0002 max mem: 29860 [19:22:30.179429] Epoch: [6] [ 580/2904] eta: 0:30:01 lr: 0.000372 loss: 0.3075 (0.3244) loss_rec_all: 0.3319 (0.3486) loss_rec_sfr: 0.4524 (0.5024) loss_cl: -0.2785 (-0.2780) time: 0.7462 data: 0.0002 max mem: 29860 [19:22:45.100978] Epoch: [6] [ 600/2904] eta: 0:29:43 lr: 0.000372 loss: 0.3134 (0.3241) loss_rec_all: 0.3384 (0.3484) loss_rec_sfr: 0.4527 (0.5016) loss_cl: -0.2797 (-0.2781) time: 0.7460 data: 0.0002 max mem: 29860 [19:23:00.021747] Epoch: [6] [ 620/2904] eta: 0:29:26 lr: 0.000373 loss: 0.3175 (0.3242) loss_rec_all: 0.3418 (0.3485) loss_rec_sfr: 0.5316 (0.5020) loss_cl: -0.2775 (-0.2780) time: 0.7460 data: 0.0002 max mem: 29860 [19:23:14.942060] Epoch: [6] [ 640/2904] eta: 0:29:08 lr: 0.000373 loss: 0.3099 (0.3239) loss_rec_all: 0.3339 (0.3482) loss_rec_sfr: 0.5184 (0.5020) loss_cl: -0.2769 (-0.2780) time: 0.7460 data: 0.0002 max mem: 29860 [19:23:29.865030] Epoch: [6] [ 660/2904] eta: 0:28:51 lr: 0.000374 loss: 0.3133 (0.3237) loss_rec_all: 0.3383 (0.3480) loss_rec_sfr: 0.4547 (0.5017) loss_cl: -0.2789 (-0.2780) time: 0.7461 data: 0.0002 max mem: 29860 [19:23:44.786051] Epoch: [6] [ 680/2904] eta: 0:28:34 lr: 0.000374 loss: 0.3053 (0.3232) loss_rec_all: 0.3294 (0.3475) loss_rec_sfr: 0.4576 (0.5006) loss_cl: -0.2801 (-0.2781) time: 0.7460 data: 0.0002 max mem: 29860 [19:23:59.703629] Epoch: [6] [ 700/2904] eta: 0:28:17 lr: 0.000374 loss: 0.3103 (0.3231) loss_rec_all: 0.3349 (0.3474) loss_rec_sfr: 0.4577 (0.5001) loss_cl: -0.2792 (-0.2781) time: 0.7458 data: 0.0002 max mem: 29860 [19:24:14.625258] Epoch: [6] [ 720/2904] eta: 0:28:00 lr: 0.000375 loss: 0.3146 (0.3230) loss_rec_all: 0.3389 (0.3473) loss_rec_sfr: 0.4899 (0.5001) loss_cl: -0.2773 (-0.2781) time: 0.7460 data: 0.0002 max mem: 29860 [19:24:29.541039] Epoch: [6] [ 740/2904] eta: 0:27:43 lr: 0.000375 loss: 0.3070 (0.3228) loss_rec_all: 0.3318 (0.3471) loss_rec_sfr: 0.4628 (0.4998) loss_cl: -0.2769 (-0.2781) time: 0.7457 data: 0.0002 max mem: 29860 [19:24:44.459283] Epoch: [6] [ 760/2904] eta: 0:27:27 lr: 0.000376 loss: 0.3103 (0.3228) loss_rec_all: 0.3345 (0.3471) loss_rec_sfr: 0.5191 (0.4999) loss_cl: -0.2780 (-0.2781) time: 0.7459 data: 0.0002 max mem: 29860 [19:24:59.376849] Epoch: [6] [ 780/2904] eta: 0:27:10 lr: 0.000376 loss: 0.3167 (0.3229) loss_rec_all: 0.3408 (0.3472) loss_rec_sfr: 0.5282 (0.5006) loss_cl: -0.2794 (-0.2781) time: 0.7458 data: 0.0002 max mem: 29860 [19:25:14.292365] Epoch: [6] [ 800/2904] eta: 0:26:54 lr: 0.000377 loss: 0.3090 (0.3229) loss_rec_all: 0.3329 (0.3472) loss_rec_sfr: 0.5035 (0.5006) loss_cl: -0.2779 (-0.2781) time: 0.7457 data: 0.0002 max mem: 29860 [19:25:29.207074] Epoch: [6] [ 820/2904] eta: 0:26:37 lr: 0.000377 loss: 0.3081 (0.3230) loss_rec_all: 0.3322 (0.3473) loss_rec_sfr: 0.5295 (0.5010) loss_cl: -0.2781 (-0.2781) time: 0.7457 data: 0.0002 max mem: 29860 [19:25:44.127273] Epoch: [6] [ 840/2904] eta: 0:26:21 lr: 0.000377 loss: 0.3061 (0.3228) loss_rec_all: 0.3301 (0.3471) loss_rec_sfr: 0.4525 (0.5007) loss_cl: -0.2785 (-0.2781) time: 0.7460 data: 0.0002 max mem: 29860 [19:25:59.050983] Epoch: [6] [ 860/2904] eta: 0:26:04 lr: 0.000378 loss: 0.3149 (0.3229) loss_rec_all: 0.3397 (0.3472) loss_rec_sfr: 0.4381 (0.5005) loss_cl: -0.2785 (-0.2781) time: 0.7461 data: 0.0002 max mem: 29860 [19:26:13.977920] Epoch: [6] [ 880/2904] eta: 0:25:48 lr: 0.000378 loss: 0.3082 (0.3229) loss_rec_all: 0.3328 (0.3472) loss_rec_sfr: 0.5107 (0.5007) loss_cl: -0.2784 (-0.2781) time: 0.7463 data: 0.0002 max mem: 29860 [19:26:28.900584] Epoch: [6] [ 900/2904] eta: 0:25:32 lr: 0.000379 loss: 0.3122 (0.3228) loss_rec_all: 0.3364 (0.3471) loss_rec_sfr: 0.4657 (0.5006) loss_cl: -0.2771 (-0.2781) time: 0.7461 data: 0.0002 max mem: 29860 [19:26:43.830795] Epoch: [6] [ 920/2904] eta: 0:25:16 lr: 0.000379 loss: 0.3081 (0.3227) loss_rec_all: 0.3326 (0.3470) loss_rec_sfr: 0.4772 (0.5007) loss_cl: -0.2787 (-0.2781) time: 0.7465 data: 0.0002 max mem: 29860 [19:26:58.757121] Epoch: [6] [ 940/2904] eta: 0:25:00 lr: 0.000379 loss: 0.3112 (0.3228) loss_rec_all: 0.3353 (0.3471) loss_rec_sfr: 0.5230 (0.5011) loss_cl: -0.2778 (-0.2781) time: 0.7463 data: 0.0002 max mem: 29860 [19:27:13.692371] Epoch: [6] [ 960/2904] eta: 0:24:44 lr: 0.000380 loss: 0.3045 (0.3225) loss_rec_all: 0.3290 (0.3468) loss_rec_sfr: 0.4543 (0.5008) loss_cl: -0.2785 (-0.2781) time: 0.7467 data: 0.0002 max mem: 29860 [19:27:28.605455] Epoch: [6] [ 980/2904] eta: 0:24:28 lr: 0.000380 loss: 0.3059 (0.3225) loss_rec_all: 0.3306 (0.3468) loss_rec_sfr: 0.5039 (0.5008) loss_cl: -0.2798 (-0.2781) time: 0.7456 data: 0.0002 max mem: 29860 [19:27:43.519898] Epoch: [6] [1000/2904] eta: 0:24:12 lr: 0.000381 loss: 0.3053 (0.3224) loss_rec_all: 0.3299 (0.3467) loss_rec_sfr: 0.4659 (0.5005) loss_cl: -0.2784 (-0.2781) time: 0.7457 data: 0.0002 max mem: 29860 [19:27:58.435729] Epoch: [6] [1020/2904] eta: 0:23:56 lr: 0.000381 loss: 0.3031 (0.3222) loss_rec_all: 0.3271 (0.3465) loss_rec_sfr: 0.5134 (0.5005) loss_cl: -0.2779 (-0.2781) time: 0.7458 data: 0.0002 max mem: 29860 [19:28:13.356000] Epoch: [6] [1040/2904] eta: 0:23:40 lr: 0.000381 loss: 0.3036 (0.3221) loss_rec_all: 0.3283 (0.3464) loss_rec_sfr: 0.4302 (0.5001) loss_cl: -0.2773 (-0.2781) time: 0.7460 data: 0.0002 max mem: 29860 [19:28:28.280914] Epoch: [6] [1060/2904] eta: 0:23:25 lr: 0.000382 loss: 0.3078 (0.3220) loss_rec_all: 0.3329 (0.3463) loss_rec_sfr: 0.4643 (0.4999) loss_cl: -0.2791 (-0.2781) time: 0.7462 data: 0.0002 max mem: 29860 [19:28:43.198233] Epoch: [6] [1080/2904] eta: 0:23:09 lr: 0.000382 loss: 0.3027 (0.3218) loss_rec_all: 0.3276 (0.3461) loss_rec_sfr: 0.4289 (0.4992) loss_cl: -0.2785 (-0.2781) time: 0.7458 data: 0.0002 max mem: 29860 [19:28:58.115443] Epoch: [6] [1100/2904] eta: 0:22:53 lr: 0.000383 loss: 0.3053 (0.3218) loss_rec_all: 0.3300 (0.3461) loss_rec_sfr: 0.5178 (0.4994) loss_cl: -0.2779 (-0.2781) time: 0.7458 data: 0.0002 max mem: 29860 [19:29:13.035261] Epoch: [6] [1120/2904] eta: 0:22:37 lr: 0.000383 loss: 0.3020 (0.3216) loss_rec_all: 0.3268 (0.3459) loss_rec_sfr: 0.5109 (0.4995) loss_cl: -0.2782 (-0.2781) time: 0.7459 data: 0.0002 max mem: 29860 [19:29:27.955042] Epoch: [6] [1140/2904] eta: 0:22:22 lr: 0.000384 loss: 0.3059 (0.3216) loss_rec_all: 0.3309 (0.3459) loss_rec_sfr: 0.5209 (0.4998) loss_cl: -0.2783 (-0.2781) time: 0.7459 data: 0.0002 max mem: 29860 [19:29:42.872019] Epoch: [6] [1160/2904] eta: 0:22:06 lr: 0.000384 loss: 0.3095 (0.3217) loss_rec_all: 0.3343 (0.3460) loss_rec_sfr: 0.4487 (0.4997) loss_cl: -0.2780 (-0.2781) time: 0.7458 data: 0.0002 max mem: 29860 [19:29:57.793541] Epoch: [6] [1180/2904] eta: 0:21:50 lr: 0.000384 loss: 0.3122 (0.3216) loss_rec_all: 0.3368 (0.3460) loss_rec_sfr: 0.4352 (0.4992) loss_cl: -0.2778 (-0.2781) time: 0.7460 data: 0.0002 max mem: 29860 [19:30:12.707229] Epoch: [6] [1200/2904] eta: 0:21:35 lr: 0.000385 loss: 0.3062 (0.3215) loss_rec_all: 0.3303 (0.3458) loss_rec_sfr: 0.5215 (0.4993) loss_cl: -0.2782 (-0.2781) time: 0.7456 data: 0.0002 max mem: 29860 [19:30:27.623974] Epoch: [6] [1220/2904] eta: 0:21:19 lr: 0.000385 loss: 0.3063 (0.3214) loss_rec_all: 0.3311 (0.3457) loss_rec_sfr: 0.4465 (0.4990) loss_cl: -0.2778 (-0.2781) time: 0.7458 data: 0.0002 max mem: 29860 [19:30:42.538258] Epoch: [6] [1240/2904] eta: 0:21:04 lr: 0.000386 loss: 0.3047 (0.3212) loss_rec_all: 0.3289 (0.3455) loss_rec_sfr: 0.5163 (0.4989) loss_cl: -0.2790 (-0.2781) time: 0.7457 data: 0.0002 max mem: 29860 [19:30:57.456725] Epoch: [6] [1260/2904] eta: 0:20:48 lr: 0.000386 loss: 0.3084 (0.3212) loss_rec_all: 0.3325 (0.3455) loss_rec_sfr: 0.4471 (0.4987) loss_cl: -0.2781 (-0.2781) time: 0.7459 data: 0.0002 max mem: 29860 [19:31:12.371471] Epoch: [6] [1280/2904] eta: 0:20:32 lr: 0.000386 loss: 0.3058 (0.3211) loss_rec_all: 0.3300 (0.3454) loss_rec_sfr: 0.5172 (0.4987) loss_cl: -0.2788 (-0.2781) time: 0.7457 data: 0.0002 max mem: 29860 [19:31:27.286528] Epoch: [6] [1300/2904] eta: 0:20:17 lr: 0.000387 loss: 0.3091 (0.3210) loss_rec_all: 0.3337 (0.3453) loss_rec_sfr: 0.4504 (0.4986) loss_cl: -0.2769 (-0.2781) time: 0.7457 data: 0.0002 max mem: 29860 [19:31:42.206240] Epoch: [6] [1320/2904] eta: 0:20:01 lr: 0.000387 loss: 0.3039 (0.3209) loss_rec_all: 0.3280 (0.3452) loss_rec_sfr: 0.4584 (0.4984) loss_cl: -0.2794 (-0.2781) time: 0.7459 data: 0.0002 max mem: 29860 [19:31:57.122410] Epoch: [6] [1340/2904] eta: 0:19:46 lr: 0.000388 loss: 0.3039 (0.3207) loss_rec_all: 0.3282 (0.3450) loss_rec_sfr: 0.5057 (0.4984) loss_cl: -0.2786 (-0.2781) time: 0.7458 data: 0.0002 max mem: 29860 [19:32:12.036536] Epoch: [6] [1360/2904] eta: 0:19:30 lr: 0.000388 loss: 0.3018 (0.3206) loss_rec_all: 0.3260 (0.3450) loss_rec_sfr: 0.5124 (0.4984) loss_cl: -0.2777 (-0.2781) time: 0.7457 data: 0.0002 max mem: 29860 [19:32:26.962147] Epoch: [6] [1380/2904] eta: 0:19:15 lr: 0.000389 loss: 0.3126 (0.3207) loss_rec_all: 0.3365 (0.3450) loss_rec_sfr: 0.5165 (0.4985) loss_cl: -0.2774 (-0.2781) time: 0.7462 data: 0.0002 max mem: 29860 [19:32:41.885169] Epoch: [6] [1400/2904] eta: 0:19:00 lr: 0.000389 loss: 0.3102 (0.3207) loss_rec_all: 0.3350 (0.3450) loss_rec_sfr: 0.5168 (0.4987) loss_cl: -0.2777 (-0.2781) time: 0.7461 data: 0.0002 max mem: 29860 [19:32:56.801154] Epoch: [6] [1420/2904] eta: 0:18:44 lr: 0.000389 loss: 0.3109 (0.3206) loss_rec_all: 0.3352 (0.3449) loss_rec_sfr: 0.5166 (0.4986) loss_cl: -0.2775 (-0.2781) time: 0.7458 data: 0.0002 max mem: 29860 [19:33:11.712780] Epoch: [6] [1440/2904] eta: 0:18:29 lr: 0.000390 loss: 0.3060 (0.3204) loss_rec_all: 0.3306 (0.3448) loss_rec_sfr: 0.4580 (0.4984) loss_cl: -0.2789 (-0.2781) time: 0.7455 data: 0.0002 max mem: 29860 [19:33:26.631018] Epoch: [6] [1460/2904] eta: 0:18:13 lr: 0.000390 loss: 0.3059 (0.3204) loss_rec_all: 0.3306 (0.3447) loss_rec_sfr: 0.4562 (0.4982) loss_cl: -0.2785 (-0.2781) time: 0.7459 data: 0.0002 max mem: 29860 [19:33:41.548921] Epoch: [6] [1480/2904] eta: 0:17:58 lr: 0.000391 loss: 0.3006 (0.3204) loss_rec_all: 0.3247 (0.3447) loss_rec_sfr: 0.5196 (0.4983) loss_cl: -0.2790 (-0.2781) time: 0.7459 data: 0.0002 max mem: 29860 [19:33:56.467700] Epoch: [6] [1500/2904] eta: 0:17:43 lr: 0.000391 loss: 0.3052 (0.3203) loss_rec_all: 0.3300 (0.3447) loss_rec_sfr: 0.5125 (0.4985) loss_cl: -0.2785 (-0.2781) time: 0.7459 data: 0.0002 max mem: 29860 [19:34:11.382964] Epoch: [6] [1520/2904] eta: 0:17:27 lr: 0.000391 loss: 0.3046 (0.3203) loss_rec_all: 0.3289 (0.3447) loss_rec_sfr: 0.5198 (0.4987) loss_cl: -0.2784 (-0.2781) time: 0.7457 data: 0.0002 max mem: 29860 [19:34:26.299360] Epoch: [6] [1540/2904] eta: 0:17:12 lr: 0.000392 loss: 0.3052 (0.3202) loss_rec_all: 0.3292 (0.3445) loss_rec_sfr: 0.4571 (0.4985) loss_cl: -0.2781 (-0.2781) time: 0.7458 data: 0.0002 max mem: 29860 [19:34:41.219869] Epoch: [6] [1560/2904] eta: 0:16:57 lr: 0.000392 loss: 0.3082 (0.3201) loss_rec_all: 0.3331 (0.3445) loss_rec_sfr: 0.5039 (0.4985) loss_cl: -0.2789 (-0.2781) time: 0.7460 data: 0.0002 max mem: 29860 [19:34:56.138167] Epoch: [6] [1580/2904] eta: 0:16:41 lr: 0.000393 loss: 0.3075 (0.3201) loss_rec_all: 0.3316 (0.3444) loss_rec_sfr: 0.4952 (0.4984) loss_cl: -0.2791 (-0.2781) time: 0.7459 data: 0.0002 max mem: 29860 [19:35:11.051982] Epoch: [6] [1600/2904] eta: 0:16:26 lr: 0.000393 loss: 0.3037 (0.3200) loss_rec_all: 0.3286 (0.3443) loss_rec_sfr: 0.4429 (0.4981) loss_cl: -0.2790 (-0.2781) time: 0.7457 data: 0.0002 max mem: 29860 [19:35:25.970150] Epoch: [6] [1620/2904] eta: 0:16:11 lr: 0.000393 loss: 0.3052 (0.3198) loss_rec_all: 0.3293 (0.3441) loss_rec_sfr: 0.4591 (0.4978) loss_cl: -0.2771 (-0.2781) time: 0.7459 data: 0.0002 max mem: 29860 [19:35:40.889168] Epoch: [6] [1640/2904] eta: 0:15:55 lr: 0.000394 loss: 0.3147 (0.3199) loss_rec_all: 0.3394 (0.3442) loss_rec_sfr: 0.5043 (0.4979) loss_cl: -0.2767 (-0.2781) time: 0.7459 data: 0.0002 max mem: 29860 [19:35:55.806257] Epoch: [6] [1660/2904] eta: 0:15:40 lr: 0.000394 loss: 0.3014 (0.3197) loss_rec_all: 0.3263 (0.3441) loss_rec_sfr: 0.4403 (0.4973) loss_cl: -0.2789 (-0.2781) time: 0.7458 data: 0.0002 max mem: 29860 [19:36:10.723076] Epoch: [6] [1680/2904] eta: 0:15:25 lr: 0.000395 loss: 0.3033 (0.3197) loss_rec_all: 0.3276 (0.3440) loss_rec_sfr: 0.4695 (0.4974) loss_cl: -0.2785 (-0.2781) time: 0.7458 data: 0.0002 max mem: 29860 [19:36:25.636749] Epoch: [6] [1700/2904] eta: 0:15:10 lr: 0.000395 loss: 0.3024 (0.3196) loss_rec_all: 0.3266 (0.3439) loss_rec_sfr: 0.4453 (0.4972) loss_cl: -0.2770 (-0.2781) time: 0.7456 data: 0.0002 max mem: 29860 [19:36:40.553447] Epoch: [6] [1720/2904] eta: 0:14:54 lr: 0.000396 loss: 0.3013 (0.3195) loss_rec_all: 0.3256 (0.3438) loss_rec_sfr: 0.4397 (0.4969) loss_cl: -0.2783 (-0.2781) time: 0.7458 data: 0.0002 max mem: 29860 [19:36:55.474229] Epoch: [6] [1740/2904] eta: 0:14:39 lr: 0.000396 loss: 0.3015 (0.3194) loss_rec_all: 0.3257 (0.3437) loss_rec_sfr: 0.4587 (0.4967) loss_cl: -0.2785 (-0.2781) time: 0.7460 data: 0.0002 max mem: 29860 [19:37:10.391450] Epoch: [6] [1760/2904] eta: 0:14:24 lr: 0.000396 loss: 0.3050 (0.3193) loss_rec_all: 0.3295 (0.3437) loss_rec_sfr: 0.4637 (0.4966) loss_cl: -0.2779 (-0.2781) time: 0.7458 data: 0.0002 max mem: 29860 [19:37:25.306200] Epoch: [6] [1780/2904] eta: 0:14:09 lr: 0.000397 loss: 0.3035 (0.3192) loss_rec_all: 0.3277 (0.3436) loss_rec_sfr: 0.4798 (0.4964) loss_cl: -0.2781 (-0.2781) time: 0.7457 data: 0.0002 max mem: 29860 [19:37:40.222772] Epoch: [6] [1800/2904] eta: 0:13:53 lr: 0.000397 loss: 0.2980 (0.3191) loss_rec_all: 0.3221 (0.3435) loss_rec_sfr: 0.4585 (0.4963) loss_cl: -0.2787 (-0.2781) time: 0.7458 data: 0.0002 max mem: 29860 [19:37:55.143916] Epoch: [6] [1820/2904] eta: 0:13:38 lr: 0.000398 loss: 0.3028 (0.3191) loss_rec_all: 0.3271 (0.3434) loss_rec_sfr: 0.4352 (0.4959) loss_cl: -0.2789 (-0.2781) time: 0.7460 data: 0.0002 max mem: 29860 [19:38:10.060933] Epoch: [6] [1840/2904] eta: 0:13:23 lr: 0.000398 loss: 0.3009 (0.3190) loss_rec_all: 0.3253 (0.3433) loss_rec_sfr: 0.4492 (0.4958) loss_cl: -0.2777 (-0.2781) time: 0.7458 data: 0.0002 max mem: 29860 [19:38:24.985467] Epoch: [6] [1860/2904] eta: 0:13:08 lr: 0.000398 loss: 0.3085 (0.3190) loss_rec_all: 0.3332 (0.3434) loss_rec_sfr: 0.5032 (0.4959) loss_cl: -0.2784 (-0.2781) time: 0.7462 data: 0.0002 max mem: 29860 [19:38:39.908353] Epoch: [6] [1880/2904] eta: 0:12:53 lr: 0.000399 loss: 0.2998 (0.3190) loss_rec_all: 0.3245 (0.3433) loss_rec_sfr: 0.4437 (0.4957) loss_cl: -0.2785 (-0.2781) time: 0.7461 data: 0.0002 max mem: 29860 [19:38:54.829011] Epoch: [6] [1900/2904] eta: 0:12:37 lr: 0.000399 loss: 0.3041 (0.3188) loss_rec_all: 0.3282 (0.3432) loss_rec_sfr: 0.4182 (0.4953) loss_cl: -0.2783 (-0.2781) time: 0.7460 data: 0.0002 max mem: 29860 [19:39:09.751649] Epoch: [6] [1920/2904] eta: 0:12:22 lr: 0.000400 loss: 0.2980 (0.3186) loss_rec_all: 0.3227 (0.3430) loss_rec_sfr: 0.4378 (0.4949) loss_cl: -0.2781 (-0.2781) time: 0.7461 data: 0.0002 max mem: 29860 [19:39:24.671781] Epoch: [6] [1940/2904] eta: 0:12:07 lr: 0.000400 loss: 0.2995 (0.3185) loss_rec_all: 0.3241 (0.3429) loss_rec_sfr: 0.4916 (0.4949) loss_cl: -0.2786 (-0.2781) time: 0.7460 data: 0.0002 max mem: 29860 [19:39:39.596930] Epoch: [6] [1960/2904] eta: 0:11:52 lr: 0.000400 loss: 0.3047 (0.3184) loss_rec_all: 0.3288 (0.3427) loss_rec_sfr: 0.4594 (0.4947) loss_cl: -0.2778 (-0.2781) time: 0.7462 data: 0.0002 max mem: 29860 [19:39:54.519767] Epoch: [6] [1980/2904] eta: 0:11:37 lr: 0.000401 loss: 0.3016 (0.3184) loss_rec_all: 0.3261 (0.3427) loss_rec_sfr: 0.5015 (0.4948) loss_cl: -0.2780 (-0.2781) time: 0.7461 data: 0.0002 max mem: 29860 [19:40:09.445451] Epoch: [6] [2000/2904] eta: 0:11:21 lr: 0.000401 loss: 0.3005 (0.3183) loss_rec_all: 0.3255 (0.3426) loss_rec_sfr: 0.4514 (0.4946) loss_cl: -0.2794 (-0.2781) time: 0.7462 data: 0.0002 max mem: 29860 [19:40:24.369488] Epoch: [6] [2020/2904] eta: 0:11:06 lr: 0.000402 loss: 0.2929 (0.3181) loss_rec_all: 0.3178 (0.3424) loss_rec_sfr: 0.4715 (0.4944) loss_cl: -0.2798 (-0.2781) time: 0.7462 data: 0.0002 max mem: 29860 [19:40:39.295285] Epoch: [6] [2040/2904] eta: 0:10:51 lr: 0.000402 loss: 0.3081 (0.3181) loss_rec_all: 0.3328 (0.3424) loss_rec_sfr: 0.4465 (0.4942) loss_cl: -0.2775 (-0.2781) time: 0.7463 data: 0.0002 max mem: 29860 [19:40:54.221144] Epoch: [6] [2060/2904] eta: 0:10:36 lr: 0.000403 loss: 0.3114 (0.3181) loss_rec_all: 0.3360 (0.3425) loss_rec_sfr: 0.5051 (0.4944) loss_cl: -0.2768 (-0.2781) time: 0.7463 data: 0.0002 max mem: 29860 [19:41:09.148962] Epoch: [6] [2080/2904] eta: 0:10:21 lr: 0.000403 loss: 0.3052 (0.3180) loss_rec_all: 0.3292 (0.3424) loss_rec_sfr: 0.4468 (0.4942) loss_cl: -0.2789 (-0.2781) time: 0.7464 data: 0.0002 max mem: 29860 [19:41:24.078618] Epoch: [6] [2100/2904] eta: 0:10:06 lr: 0.000403 loss: 0.3024 (0.3179) loss_rec_all: 0.3268 (0.3423) loss_rec_sfr: 0.4254 (0.4938) loss_cl: -0.2784 (-0.2781) time: 0.7464 data: 0.0002 max mem: 29860 [19:41:39.009222] Epoch: [6] [2120/2904] eta: 0:09:51 lr: 0.000404 loss: 0.2979 (0.3178) loss_rec_all: 0.3227 (0.3421) loss_rec_sfr: 0.4543 (0.4936) loss_cl: -0.2787 (-0.2781) time: 0.7465 data: 0.0002 max mem: 29860 [19:41:53.937396] Epoch: [6] [2140/2904] eta: 0:09:35 lr: 0.000404 loss: 0.2966 (0.3177) loss_rec_all: 0.3218 (0.3420) loss_rec_sfr: 0.4290 (0.4933) loss_cl: -0.2794 (-0.2781) time: 0.7464 data: 0.0002 max mem: 29860 [19:42:08.863604] Epoch: [6] [2160/2904] eta: 0:09:20 lr: 0.000405 loss: 0.3051 (0.3177) loss_rec_all: 0.3292 (0.3420) loss_rec_sfr: 0.5214 (0.4935) loss_cl: -0.2792 (-0.2781) time: 0.7463 data: 0.0002 max mem: 29860 [19:42:23.790876] Epoch: [6] [2180/2904] eta: 0:09:05 lr: 0.000405 loss: 0.3049 (0.3176) loss_rec_all: 0.3293 (0.3420) loss_rec_sfr: 0.4612 (0.4934) loss_cl: -0.2791 (-0.2781) time: 0.7463 data: 0.0002 max mem: 29860 [19:42:38.721413] Epoch: [6] [2200/2904] eta: 0:08:50 lr: 0.000405 loss: 0.2973 (0.3175) loss_rec_all: 0.3221 (0.3419) loss_rec_sfr: 0.4467 (0.4932) loss_cl: -0.2782 (-0.2781) time: 0.7465 data: 0.0002 max mem: 29860 [19:42:53.643066] Epoch: [6] [2220/2904] eta: 0:08:35 lr: 0.000406 loss: 0.3005 (0.3174) loss_rec_all: 0.3252 (0.3418) loss_rec_sfr: 0.4416 (0.4930) loss_cl: -0.2777 (-0.2781) time: 0.7460 data: 0.0002 max mem: 29860 [19:43:08.564052] Epoch: [6] [2240/2904] eta: 0:08:20 lr: 0.000406 loss: 0.3012 (0.3174) loss_rec_all: 0.3255 (0.3417) loss_rec_sfr: 0.4342 (0.4927) loss_cl: -0.2797 (-0.2781) time: 0.7460 data: 0.0002 max mem: 29860 [19:43:23.489609] Epoch: [6] [2260/2904] eta: 0:08:05 lr: 0.000407 loss: 0.3071 (0.3174) loss_rec_all: 0.3321 (0.3418) loss_rec_sfr: 0.4950 (0.4927) loss_cl: -0.2772 (-0.2781) time: 0.7462 data: 0.0002 max mem: 29860 [19:43:38.410420] Epoch: [6] [2280/2904] eta: 0:07:50 lr: 0.000407 loss: 0.3042 (0.3174) loss_rec_all: 0.3289 (0.3418) loss_rec_sfr: 0.4516 (0.4927) loss_cl: -0.2789 (-0.2781) time: 0.7460 data: 0.0002 max mem: 29860 [19:43:53.343475] Epoch: [6] [2300/2904] eta: 0:07:35 lr: 0.000408 loss: 0.2965 (0.3173) loss_rec_all: 0.3208 (0.3417) loss_rec_sfr: 0.4257 (0.4925) loss_cl: -0.2779 (-0.2781) time: 0.7466 data: 0.0002 max mem: 29860 [19:44:08.268752] Epoch: [6] [2320/2904] eta: 0:07:19 lr: 0.000408 loss: 0.3062 (0.3174) loss_rec_all: 0.3311 (0.3417) loss_rec_sfr: 0.4925 (0.4926) loss_cl: -0.2776 (-0.2781) time: 0.7462 data: 0.0002 max mem: 29860 [19:44:23.189174] Epoch: [6] [2340/2904] eta: 0:07:04 lr: 0.000408 loss: 0.3085 (0.3173) loss_rec_all: 0.3336 (0.3417) loss_rec_sfr: 0.4251 (0.4924) loss_cl: -0.2789 (-0.2781) time: 0.7460 data: 0.0002 max mem: 29860 [19:44:38.117245] Epoch: [6] [2360/2904] eta: 0:06:49 lr: 0.000409 loss: 0.2997 (0.3173) loss_rec_all: 0.3248 (0.3417) loss_rec_sfr: 0.4260 (0.4922) loss_cl: -0.2787 (-0.2781) time: 0.7464 data: 0.0002 max mem: 29860 [19:44:53.035088] Epoch: [6] [2380/2904] eta: 0:06:34 lr: 0.000409 loss: 0.3009 (0.3173) loss_rec_all: 0.3250 (0.3417) loss_rec_sfr: 0.4933 (0.4922) loss_cl: -0.2776 (-0.2781) time: 0.7459 data: 0.0002 max mem: 29860 [19:45:07.956547] Epoch: [6] [2400/2904] eta: 0:06:19 lr: 0.000410 loss: 0.2931 (0.3172) loss_rec_all: 0.3175 (0.3416) loss_rec_sfr: 0.4304 (0.4920) loss_cl: -0.2789 (-0.2781) time: 0.7460 data: 0.0002 max mem: 29860 [19:45:22.876066] Epoch: [6] [2420/2904] eta: 0:06:04 lr: 0.000410 loss: 0.2996 (0.3171) loss_rec_all: 0.3238 (0.3415) loss_rec_sfr: 0.4851 (0.4920) loss_cl: -0.2783 (-0.2781) time: 0.7459 data: 0.0002 max mem: 29860 [19:45:37.790563] Epoch: [6] [2440/2904] eta: 0:05:49 lr: 0.000410 loss: 0.3040 (0.3172) loss_rec_all: 0.3283 (0.3415) loss_rec_sfr: 0.5189 (0.4921) loss_cl: -0.2777 (-0.2781) time: 0.7457 data: 0.0002 max mem: 29860 [19:45:52.711357] Epoch: [6] [2460/2904] eta: 0:05:34 lr: 0.000411 loss: 0.3021 (0.3171) loss_rec_all: 0.3264 (0.3415) loss_rec_sfr: 0.4541 (0.4920) loss_cl: -0.2775 (-0.2781) time: 0.7460 data: 0.0002 max mem: 29860 [19:46:07.627168] Epoch: [6] [2480/2904] eta: 0:05:19 lr: 0.000411 loss: 0.3050 (0.3170) loss_rec_all: 0.3294 (0.3414) loss_rec_sfr: 0.4384 (0.4917) loss_cl: -0.2780 (-0.2781) time: 0.7458 data: 0.0002 max mem: 29860 [19:46:22.545286] Epoch: [6] [2500/2904] eta: 0:05:04 lr: 0.000412 loss: 0.2974 (0.3169) loss_rec_all: 0.3219 (0.3413) loss_rec_sfr: 0.4512 (0.4915) loss_cl: -0.2798 (-0.2781) time: 0.7459 data: 0.0002 max mem: 29860 [19:46:37.465819] Epoch: [6] [2520/2904] eta: 0:04:49 lr: 0.000412 loss: 0.2950 (0.3168) loss_rec_all: 0.3191 (0.3412) loss_rec_sfr: 0.4345 (0.4914) loss_cl: -0.2780 (-0.2781) time: 0.7460 data: 0.0002 max mem: 29860 [19:46:52.385911] Epoch: [6] [2540/2904] eta: 0:04:33 lr: 0.000412 loss: 0.3035 (0.3168) loss_rec_all: 0.3285 (0.3412) loss_rec_sfr: 0.4507 (0.4913) loss_cl: -0.2780 (-0.2781) time: 0.7460 data: 0.0002 max mem: 29860 [19:47:07.301962] Epoch: [6] [2560/2904] eta: 0:04:18 lr: 0.000413 loss: 0.3009 (0.3168) loss_rec_all: 0.3253 (0.3412) loss_rec_sfr: 0.5124 (0.4914) loss_cl: -0.2785 (-0.2781) time: 0.7458 data: 0.0002 max mem: 29860 [19:47:22.216139] Epoch: [6] [2580/2904] eta: 0:04:03 lr: 0.000413 loss: 0.2926 (0.3168) loss_rec_all: 0.3169 (0.3411) loss_rec_sfr: 0.5007 (0.4914) loss_cl: -0.2793 (-0.2781) time: 0.7457 data: 0.0003 max mem: 29860 [19:47:37.137432] Epoch: [6] [2600/2904] eta: 0:03:48 lr: 0.000414 loss: 0.3014 (0.3167) loss_rec_all: 0.3262 (0.3410) loss_rec_sfr: 0.4514 (0.4912) loss_cl: -0.2782 (-0.2781) time: 0.7460 data: 0.0002 max mem: 29860 [19:47:52.053395] Epoch: [6] [2620/2904] eta: 0:03:33 lr: 0.000414 loss: 0.2995 (0.3166) loss_rec_all: 0.3236 (0.3410) loss_rec_sfr: 0.4495 (0.4911) loss_cl: -0.2784 (-0.2781) time: 0.7458 data: 0.0002 max mem: 29860 [19:48:06.977257] Epoch: [6] [2640/2904] eta: 0:03:18 lr: 0.000415 loss: 0.2940 (0.3166) loss_rec_all: 0.3190 (0.3410) loss_rec_sfr: 0.4515 (0.4911) loss_cl: -0.2774 (-0.2781) time: 0.7462 data: 0.0002 max mem: 29860 [19:48:21.888629] Epoch: [6] [2660/2904] eta: 0:03:03 lr: 0.000415 loss: 0.2984 (0.3166) loss_rec_all: 0.3224 (0.3409) loss_rec_sfr: 0.4423 (0.4910) loss_cl: -0.2778 (-0.2781) time: 0.7455 data: 0.0002 max mem: 29860 [19:48:36.808157] Epoch: [6] [2680/2904] eta: 0:02:48 lr: 0.000415 loss: 0.2986 (0.3165) loss_rec_all: 0.3234 (0.3409) loss_rec_sfr: 0.5137 (0.4911) loss_cl: -0.2785 (-0.2781) time: 0.7459 data: 0.0002 max mem: 29860 [19:48:51.725189] Epoch: [6] [2700/2904] eta: 0:02:33 lr: 0.000416 loss: 0.2981 (0.3165) loss_rec_all: 0.3232 (0.3409) loss_rec_sfr: 0.4194 (0.4908) loss_cl: -0.2779 (-0.2781) time: 0.7458 data: 0.0002 max mem: 29860 [19:49:06.644465] Epoch: [6] [2720/2904] eta: 0:02:18 lr: 0.000416 loss: 0.3052 (0.3165) loss_rec_all: 0.3300 (0.3409) loss_rec_sfr: 0.4961 (0.4909) loss_cl: -0.2783 (-0.2781) time: 0.7459 data: 0.0002 max mem: 29860 [19:49:21.559565] Epoch: [6] [2740/2904] eta: 0:02:03 lr: 0.000417 loss: 0.3004 (0.3165) loss_rec_all: 0.3248 (0.3409) loss_rec_sfr: 0.4949 (0.4909) loss_cl: -0.2772 (-0.2781) time: 0.7457 data: 0.0002 max mem: 29860 [19:49:36.474282] Epoch: [6] [2760/2904] eta: 0:01:48 lr: 0.000417 loss: 0.2974 (0.3164) loss_rec_all: 0.3218 (0.3408) loss_rec_sfr: 0.4302 (0.4907) loss_cl: -0.2784 (-0.2781) time: 0.7457 data: 0.0002 max mem: 29860 [19:49:51.387975] Epoch: [6] [2780/2904] eta: 0:01:33 lr: 0.000417 loss: 0.3027 (0.3164) loss_rec_all: 0.3267 (0.3407) loss_rec_sfr: 0.4970 (0.4908) loss_cl: -0.2769 (-0.2781) time: 0.7456 data: 0.0002 max mem: 29860 [19:50:06.299562] Epoch: [6] [2800/2904] eta: 0:01:18 lr: 0.000418 loss: 0.2984 (0.3163) loss_rec_all: 0.3231 (0.3406) loss_rec_sfr: 0.4294 (0.4905) loss_cl: -0.2778 (-0.2781) time: 0.7455 data: 0.0002 max mem: 29860 [19:50:21.224263] Epoch: [6] [2820/2904] eta: 0:01:03 lr: 0.000418 loss: 0.2924 (0.3161) loss_rec_all: 0.3176 (0.3405) loss_rec_sfr: 0.4402 (0.4903) loss_cl: -0.2792 (-0.2781) time: 0.7462 data: 0.0002 max mem: 29860 [19:50:36.179243] Epoch: [6] [2840/2904] eta: 0:00:48 lr: 0.000419 loss: 0.2976 (0.3161) loss_rec_all: 0.3222 (0.3405) loss_rec_sfr: 0.5089 (0.4904) loss_cl: -0.2795 (-0.2781) time: 0.7477 data: 0.0023 max mem: 29860 [19:50:51.086842] Epoch: [6] [2860/2904] eta: 0:00:33 lr: 0.000419 loss: 0.3098 (0.3161) loss_rec_all: 0.3347 (0.3405) loss_rec_sfr: 0.4847 (0.4905) loss_cl: -0.2783 (-0.2781) time: 0.7453 data: 0.0001 max mem: 29860 [19:51:05.993966] Epoch: [6] [2880/2904] eta: 0:00:18 lr: 0.000420 loss: 0.2948 (0.3161) loss_rec_all: 0.3196 (0.3404) loss_rec_sfr: 0.4980 (0.4905) loss_cl: -0.2773 (-0.2781) time: 0.7453 data: 0.0001 max mem: 29860 [19:51:20.916294] Epoch: [6] [2900/2904] eta: 0:00:03 lr: 0.000420 loss: 0.3063 (0.3161) loss_rec_all: 0.3305 (0.3405) loss_rec_sfr: 0.4397 (0.4904) loss_cl: -0.2774 (-0.2781) time: 0.7461 data: 0.0001 max mem: 29860 [19:51:23.159025] Epoch: [6] [2903/2904] eta: 0:00:00 lr: 0.000420 loss: 0.3063 (0.3161) loss_rec_all: 0.3305 (0.3405) loss_rec_sfr: 0.4503 (0.4904) loss_cl: -0.2776 (-0.2781) time: 0.7460 data: 0.0001 max mem: 29860 [19:51:25.171847] Epoch: [6] Total time: 0:36:25 (0.7525 s / it) [19:51:25.174569] Averaged stats: lr: 0.000420 loss: 0.3063 (0.3184) loss_rec_all: 0.3305 (0.3404) loss_rec_sfr: 0.4503 (0.4901) loss_cl: -0.2776 (-0.2545) [19:51:25.179278] log_dir: ./checkpoint/VF2_ViT-B [19:51:42.301269] Epoch: [7] [ 0/2904] eta: 13:48:38 lr: 0.000420 loss: 0.2961 (0.2961) loss_rec_all: 0.3204 (0.3204) loss_rec_sfr: 0.5340 (0.5340) loss_cl: -0.2811 (-0.2811) time: 17.1208 data: 9.5922 max mem: 29860 [19:51:59.134459] Epoch: [7] [ 20/2904] eta: 1:17:42 lr: 0.000420 loss: 0.2990 (0.3134) loss_rec_all: 0.3237 (0.3376) loss_rec_sfr: 0.5068 (0.5086) loss_cl: -0.2785 (-0.2783) time: 0.8416 data: 0.0980 max mem: 29860 [19:52:14.011757] Epoch: [7] [ 40/2904] eta: 0:56:50 lr: 0.000421 loss: 0.2949 (0.3053) loss_rec_all: 0.3198 (0.3297) loss_rec_sfr: 0.4332 (0.4826) loss_cl: -0.2786 (-0.2786) time: 0.7438 data: 0.0002 max mem: 29860 [19:52:28.901943] Epoch: [7] [ 60/2904] eta: 0:49:30 lr: 0.000421 loss: 0.2950 (0.3034) loss_rec_all: 0.3195 (0.3280) loss_rec_sfr: 0.4320 (0.4757) loss_cl: -0.2780 (-0.2784) time: 0.7445 data: 0.0002 max mem: 29860 [19:52:43.803200] Epoch: [7] [ 80/2904] eta: 0:45:41 lr: 0.000422 loss: 0.2950 (0.3062) loss_rec_all: 0.3197 (0.3306) loss_rec_sfr: 0.4991 (0.4808) loss_cl: -0.2774 (-0.2781) time: 0.7450 data: 0.0002 max mem: 29860 [19:52:58.710881] Epoch: [7] [ 100/2904] eta: 0:43:16 lr: 0.000422 loss: 0.2935 (0.3063) loss_rec_all: 0.3178 (0.3308) loss_rec_sfr: 0.4901 (0.4821) loss_cl: -0.2788 (-0.2781) time: 0.7453 data: 0.0002 max mem: 29860 [19:53:13.633791] Epoch: [7] [ 120/2904] eta: 0:41:35 lr: 0.000422 loss: 0.2914 (0.3049) loss_rec_all: 0.3159 (0.3294) loss_rec_sfr: 0.4312 (0.4767) loss_cl: -0.2788 (-0.2782) time: 0.7461 data: 0.0002 max mem: 29860 [19:53:28.560798] Epoch: [7] [ 140/2904] eta: 0:40:18 lr: 0.000423 loss: 0.2906 (0.3037) loss_rec_all: 0.3154 (0.3282) loss_rec_sfr: 0.4823 (0.4768) loss_cl: -0.2781 (-0.2781) time: 0.7463 data: 0.0002 max mem: 29860 [19:53:43.483442] Epoch: [7] [ 160/2904] eta: 0:39:17 lr: 0.000423 loss: 0.2869 (0.3033) loss_rec_all: 0.3113 (0.3278) loss_rec_sfr: 0.4360 (0.4762) loss_cl: -0.2781 (-0.2781) time: 0.7461 data: 0.0002 max mem: 29860 [19:53:58.430406] Epoch: [7] [ 180/2904] eta: 0:38:26 lr: 0.000424 loss: 0.3069 (0.3042) loss_rec_all: 0.3315 (0.3287) loss_rec_sfr: 0.4315 (0.4749) loss_cl: -0.2776 (-0.2780) time: 0.7473 data: 0.0002 max mem: 29860 [19:54:13.354102] Epoch: [7] [ 200/2904] eta: 0:37:42 lr: 0.000424 loss: 0.3088 (0.3057) loss_rec_all: 0.3337 (0.3302) loss_rec_sfr: 0.4414 (0.4765) loss_cl: -0.2780 (-0.2780) time: 0.7461 data: 0.0002 max mem: 29860 [19:54:28.299078] Epoch: [7] [ 220/2904] eta: 0:37:03 lr: 0.000425 loss: 0.3088 (0.3072) loss_rec_all: 0.3338 (0.3317) loss_rec_sfr: 0.4903 (0.4791) loss_cl: -0.2789 (-0.2781) time: 0.7472 data: 0.0002 max mem: 29860 [19:54:43.225891] Epoch: [7] [ 240/2904] eta: 0:36:29 lr: 0.000425 loss: 0.2997 (0.3076) loss_rec_all: 0.3239 (0.3321) loss_rec_sfr: 0.5057 (0.4802) loss_cl: -0.2773 (-0.2780) time: 0.7463 data: 0.0002 max mem: 29860 [19:54:58.162765] Epoch: [7] [ 260/2904] eta: 0:35:57 lr: 0.000425 loss: 0.3027 (0.3081) loss_rec_all: 0.3267 (0.3325) loss_rec_sfr: 0.4114 (0.4795) loss_cl: -0.2776 (-0.2780) time: 0.7468 data: 0.0002 max mem: 29860 [19:55:13.086734] Epoch: [7] [ 280/2904] eta: 0:35:28 lr: 0.000426 loss: 0.2912 (0.3079) loss_rec_all: 0.3160 (0.3323) loss_rec_sfr: 0.4771 (0.4793) loss_cl: -0.2769 (-0.2779) time: 0.7462 data: 0.0002 max mem: 29860 [19:55:28.004060] Epoch: [7] [ 300/2904] eta: 0:35:00 lr: 0.000426 loss: 0.2939 (0.3075) loss_rec_all: 0.3182 (0.3320) loss_rec_sfr: 0.4411 (0.4781) loss_cl: -0.2790 (-0.2780) time: 0.7458 data: 0.0002 max mem: 29860 [19:55:42.927842] Epoch: [7] [ 320/2904] eta: 0:34:34 lr: 0.000427 loss: 0.2970 (0.3078) loss_rec_all: 0.3216 (0.3322) loss_rec_sfr: 0.4324 (0.4781) loss_cl: -0.2781 (-0.2780) time: 0.7461 data: 0.0002 max mem: 29860 [19:55:57.855701] Epoch: [7] [ 340/2904] eta: 0:34:10 lr: 0.000427 loss: 0.2981 (0.3078) loss_rec_all: 0.3232 (0.3322) loss_rec_sfr: 0.4228 (0.4766) loss_cl: -0.2778 (-0.2780) time: 0.7464 data: 0.0002 max mem: 29860 [19:56:12.774415] Epoch: [7] [ 360/2904] eta: 0:33:46 lr: 0.000427 loss: 0.2954 (0.3076) loss_rec_all: 0.3198 (0.3321) loss_rec_sfr: 0.4354 (0.4760) loss_cl: -0.2788 (-0.2780) time: 0.7459 data: 0.0002 max mem: 29860 [19:56:27.693759] Epoch: [7] [ 380/2904] eta: 0:33:23 lr: 0.000428 loss: 0.2949 (0.3073) loss_rec_all: 0.3194 (0.3318) loss_rec_sfr: 0.5021 (0.4764) loss_cl: -0.2779 (-0.2780) time: 0.7459 data: 0.0002 max mem: 29860 [19:56:42.610079] Epoch: [7] [ 400/2904] eta: 0:33:02 lr: 0.000428 loss: 0.2871 (0.3065) loss_rec_all: 0.3119 (0.3310) loss_rec_sfr: 0.4877 (0.4761) loss_cl: -0.2783 (-0.2780) time: 0.7458 data: 0.0002 max mem: 29860 [19:56:57.521841] Epoch: [7] [ 420/2904] eta: 0:32:40 lr: 0.000429 loss: 0.2912 (0.3059) loss_rec_all: 0.3159 (0.3304) loss_rec_sfr: 0.4071 (0.4741) loss_cl: -0.2785 (-0.2780) time: 0.7455 data: 0.0002 max mem: 29860 [19:57:12.437001] Epoch: [7] [ 440/2904] eta: 0:32:20 lr: 0.000429 loss: 0.2931 (0.3057) loss_rec_all: 0.3178 (0.3302) loss_rec_sfr: 0.4867 (0.4744) loss_cl: -0.2803 (-0.2781) time: 0.7457 data: 0.0002 max mem: 29860 [19:57:27.354537] Epoch: [7] [ 460/2904] eta: 0:31:59 lr: 0.000430 loss: 0.2903 (0.3054) loss_rec_all: 0.3150 (0.3299) loss_rec_sfr: 0.4922 (0.4744) loss_cl: -0.2783 (-0.2781) time: 0.7458 data: 0.0002 max mem: 29860 [19:57:42.272611] Epoch: [7] [ 480/2904] eta: 0:31:40 lr: 0.000430 loss: 0.2928 (0.3055) loss_rec_all: 0.3178 (0.3300) loss_rec_sfr: 0.4885 (0.4749) loss_cl: -0.2777 (-0.2781) time: 0.7459 data: 0.0002 max mem: 29860 [19:57:57.188375] Epoch: [7] [ 500/2904] eta: 0:31:20 lr: 0.000430 loss: 0.2945 (0.3054) loss_rec_all: 0.3198 (0.3299) loss_rec_sfr: 0.4727 (0.4747) loss_cl: -0.2792 (-0.2781) time: 0.7457 data: 0.0002 max mem: 29860 [19:58:12.109093] Epoch: [7] [ 520/2904] eta: 0:31:01 lr: 0.000431 loss: 0.2985 (0.3054) loss_rec_all: 0.3234 (0.3299) loss_rec_sfr: 0.4258 (0.4744) loss_cl: -0.2785 (-0.2781) time: 0.7460 data: 0.0002 max mem: 29860 [19:58:27.024784] Epoch: [7] [ 540/2904] eta: 0:30:43 lr: 0.000431 loss: 0.2970 (0.3054) loss_rec_all: 0.3212 (0.3299) loss_rec_sfr: 0.4782 (0.4745) loss_cl: -0.2777 (-0.2781) time: 0.7457 data: 0.0002 max mem: 29860 [19:58:41.946747] Epoch: [7] [ 560/2904] eta: 0:30:24 lr: 0.000432 loss: 0.2963 (0.3053) loss_rec_all: 0.3211 (0.3298) loss_rec_sfr: 0.4433 (0.4744) loss_cl: -0.2787 (-0.2781) time: 0.7461 data: 0.0002 max mem: 29860 [19:58:56.867733] Epoch: [7] [ 580/2904] eta: 0:30:06 lr: 0.000432 loss: 0.2927 (0.3054) loss_rec_all: 0.3170 (0.3299) loss_rec_sfr: 0.4872 (0.4746) loss_cl: -0.2786 (-0.2781) time: 0.7460 data: 0.0002 max mem: 29860 [19:59:11.790187] Epoch: [7] [ 600/2904] eta: 0:29:48 lr: 0.000432 loss: 0.2896 (0.3055) loss_rec_all: 0.3143 (0.3300) loss_rec_sfr: 0.4197 (0.4746) loss_cl: -0.2783 (-0.2781) time: 0.7461 data: 0.0002 max mem: 29860 [19:59:26.722893] Epoch: [7] [ 620/2904] eta: 0:29:30 lr: 0.000433 loss: 0.2928 (0.3055) loss_rec_all: 0.3168 (0.3300) loss_rec_sfr: 0.5022 (0.4752) loss_cl: -0.2771 (-0.2781) time: 0.7466 data: 0.0002 max mem: 29860 [19:59:41.648236] Epoch: [7] [ 640/2904] eta: 0:29:13 lr: 0.000433 loss: 0.2926 (0.3054) loss_rec_all: 0.3174 (0.3299) loss_rec_sfr: 0.4390 (0.4751) loss_cl: -0.2784 (-0.2781) time: 0.7462 data: 0.0002 max mem: 29860 [19:59:56.566808] Epoch: [7] [ 660/2904] eta: 0:28:55 lr: 0.000434 loss: 0.2901 (0.3052) loss_rec_all: 0.3153 (0.3297) loss_rec_sfr: 0.4335 (0.4747) loss_cl: -0.2801 (-0.2782) time: 0.7459 data: 0.0002 max mem: 29860 [20:00:11.488054] Epoch: [7] [ 680/2904] eta: 0:28:38 lr: 0.000434 loss: 0.2972 (0.3051) loss_rec_all: 0.3215 (0.3296) loss_rec_sfr: 0.4393 (0.4744) loss_cl: -0.2792 (-0.2782) time: 0.7460 data: 0.0002 max mem: 29860 [20:00:26.405368] Epoch: [7] [ 700/2904] eta: 0:28:21 lr: 0.000434 loss: 0.2983 (0.3053) loss_rec_all: 0.3231 (0.3298) loss_rec_sfr: 0.4455 (0.4745) loss_cl: -0.2781 (-0.2782) time: 0.7458 data: 0.0002 max mem: 29860 [20:00:41.314260] Epoch: [7] [ 720/2904] eta: 0:28:04 lr: 0.000435 loss: 0.2911 (0.3053) loss_rec_all: 0.3155 (0.3298) loss_rec_sfr: 0.4289 (0.4743) loss_cl: -0.2771 (-0.2781) time: 0.7454 data: 0.0002 max mem: 29860 [20:00:56.237234] Epoch: [7] [ 740/2904] eta: 0:27:47 lr: 0.000435 loss: 0.2905 (0.3050) loss_rec_all: 0.3147 (0.3295) loss_rec_sfr: 0.4813 (0.4740) loss_cl: -0.2774 (-0.2781) time: 0.7461 data: 0.0002 max mem: 29860 [20:01:11.157806] Epoch: [7] [ 760/2904] eta: 0:27:30 lr: 0.000436 loss: 0.2865 (0.3049) loss_rec_all: 0.3112 (0.3294) loss_rec_sfr: 0.4829 (0.4740) loss_cl: -0.2794 (-0.2781) time: 0.7460 data: 0.0002 max mem: 29860 [20:01:26.077272] Epoch: [7] [ 780/2904] eta: 0:27:14 lr: 0.000436 loss: 0.2932 (0.3048) loss_rec_all: 0.3174 (0.3293) loss_rec_sfr: 0.4246 (0.4736) loss_cl: -0.2788 (-0.2781) time: 0.7459 data: 0.0002 max mem: 29860 [20:01:40.996609] Epoch: [7] [ 800/2904] eta: 0:26:57 lr: 0.000437 loss: 0.2966 (0.3047) loss_rec_all: 0.3206 (0.3292) loss_rec_sfr: 0.5065 (0.4741) loss_cl: -0.2788 (-0.2782) time: 0.7459 data: 0.0002 max mem: 29860 [20:01:55.918400] Epoch: [7] [ 820/2904] eta: 0:26:40 lr: 0.000437 loss: 0.2965 (0.3047) loss_rec_all: 0.3208 (0.3292) loss_rec_sfr: 0.4787 (0.4740) loss_cl: -0.2779 (-0.2781) time: 0.7460 data: 0.0002 max mem: 29860 [20:02:10.839451] Epoch: [7] [ 840/2904] eta: 0:26:24 lr: 0.000437 loss: 0.2851 (0.3044) loss_rec_all: 0.3098 (0.3289) loss_rec_sfr: 0.4236 (0.4731) loss_cl: -0.2789 (-0.2782) time: 0.7460 data: 0.0002 max mem: 29860 [20:02:25.769161] Epoch: [7] [ 860/2904] eta: 0:26:08 lr: 0.000438 loss: 0.2890 (0.3045) loss_rec_all: 0.3138 (0.3290) loss_rec_sfr: 0.4335 (0.4732) loss_cl: -0.2779 (-0.2781) time: 0.7464 data: 0.0002 max mem: 29860 [20:02:40.695700] Epoch: [7] [ 880/2904] eta: 0:25:51 lr: 0.000438 loss: 0.2886 (0.3044) loss_rec_all: 0.3131 (0.3289) loss_rec_sfr: 0.4425 (0.4730) loss_cl: -0.2780 (-0.2781) time: 0.7463 data: 0.0002 max mem: 29860 [20:02:55.617225] Epoch: [7] [ 900/2904] eta: 0:25:35 lr: 0.000439 loss: 0.2968 (0.3044) loss_rec_all: 0.3219 (0.3289) loss_rec_sfr: 0.4936 (0.4733) loss_cl: -0.2795 (-0.2782) time: 0.7460 data: 0.0002 max mem: 29860 [20:03:10.535083] Epoch: [7] [ 920/2904] eta: 0:25:19 lr: 0.000439 loss: 0.2869 (0.3041) loss_rec_all: 0.3122 (0.3286) loss_rec_sfr: 0.4343 (0.4729) loss_cl: -0.2781 (-0.2782) time: 0.7458 data: 0.0002 max mem: 29860 [20:03:25.459706] Epoch: [7] [ 940/2904] eta: 0:25:03 lr: 0.000439 loss: 0.2893 (0.3041) loss_rec_all: 0.3142 (0.3286) loss_rec_sfr: 0.4144 (0.4726) loss_cl: -0.2784 (-0.2782) time: 0.7462 data: 0.0002 max mem: 29860 [20:03:40.391258] Epoch: [7] [ 960/2904] eta: 0:24:47 lr: 0.000440 loss: 0.2891 (0.3040) loss_rec_all: 0.3139 (0.3285) loss_rec_sfr: 0.4100 (0.4721) loss_cl: -0.2783 (-0.2782) time: 0.7465 data: 0.0002 max mem: 29860 [20:03:55.316699] Epoch: [7] [ 980/2904] eta: 0:24:31 lr: 0.000440 loss: 0.2862 (0.3038) loss_rec_all: 0.3107 (0.3283) loss_rec_sfr: 0.4090 (0.4716) loss_cl: -0.2778 (-0.2782) time: 0.7462 data: 0.0002 max mem: 29860 [20:04:10.236001] Epoch: [7] [1000/2904] eta: 0:24:15 lr: 0.000441 loss: 0.2960 (0.3039) loss_rec_all: 0.3212 (0.3284) loss_rec_sfr: 0.4420 (0.4715) loss_cl: -0.2784 (-0.2782) time: 0.7459 data: 0.0002 max mem: 29860 [20:04:25.153169] Epoch: [7] [1020/2904] eta: 0:23:59 lr: 0.000441 loss: 0.2980 (0.3040) loss_rec_all: 0.3232 (0.3285) loss_rec_sfr: 0.4230 (0.4715) loss_cl: -0.2789 (-0.2782) time: 0.7458 data: 0.0002 max mem: 29860 [20:04:40.069818] Epoch: [7] [1040/2904] eta: 0:23:43 lr: 0.000441 loss: 0.2915 (0.3038) loss_rec_all: 0.3157 (0.3283) loss_rec_sfr: 0.4830 (0.4717) loss_cl: -0.2777 (-0.2782) time: 0.7458 data: 0.0002 max mem: 29860 [20:04:54.988844] Epoch: [7] [1060/2904] eta: 0:23:27 lr: 0.000442 loss: 0.2904 (0.3037) loss_rec_all: 0.3151 (0.3282) loss_rec_sfr: 0.4646 (0.4715) loss_cl: -0.2780 (-0.2782) time: 0.7459 data: 0.0002 max mem: 29860 [20:05:09.907939] Epoch: [7] [1080/2904] eta: 0:23:11 lr: 0.000442 loss: 0.2918 (0.3036) loss_rec_all: 0.3169 (0.3281) loss_rec_sfr: 0.4293 (0.4712) loss_cl: -0.2786 (-0.2782) time: 0.7459 data: 0.0002 max mem: 29860 [20:05:24.823492] Epoch: [7] [1100/2904] eta: 0:22:55 lr: 0.000443 loss: 0.2924 (0.3037) loss_rec_all: 0.3173 (0.3282) loss_rec_sfr: 0.4915 (0.4715) loss_cl: -0.2784 (-0.2782) time: 0.7457 data: 0.0002 max mem: 29860 [20:05:39.738508] Epoch: [7] [1120/2904] eta: 0:22:39 lr: 0.000443 loss: 0.2874 (0.3036) loss_rec_all: 0.3122 (0.3281) loss_rec_sfr: 0.4151 (0.4709) loss_cl: -0.2776 (-0.2782) time: 0.7457 data: 0.0002 max mem: 29860 [20:05:54.658639] Epoch: [7] [1140/2904] eta: 0:22:24 lr: 0.000444 loss: 0.2880 (0.3035) loss_rec_all: 0.3129 (0.3280) loss_rec_sfr: 0.4388 (0.4710) loss_cl: -0.2792 (-0.2782) time: 0.7460 data: 0.0002 max mem: 29860 [20:06:09.574888] Epoch: [7] [1160/2904] eta: 0:22:08 lr: 0.000444 loss: 0.2894 (0.3034) loss_rec_all: 0.3138 (0.3279) loss_rec_sfr: 0.4175 (0.4708) loss_cl: -0.2789 (-0.2782) time: 0.7458 data: 0.0002 max mem: 29860 [20:06:24.499311] Epoch: [7] [1180/2904] eta: 0:21:52 lr: 0.000444 loss: 0.2910 (0.3033) loss_rec_all: 0.3157 (0.3279) loss_rec_sfr: 0.4121 (0.4705) loss_cl: -0.2778 (-0.2782) time: 0.7462 data: 0.0002 max mem: 29860 [20:06:39.417806] Epoch: [7] [1200/2904] eta: 0:21:37 lr: 0.000445 loss: 0.2930 (0.3033) loss_rec_all: 0.3180 (0.3278) loss_rec_sfr: 0.4245 (0.4704) loss_cl: -0.2779 (-0.2782) time: 0.7459 data: 0.0002 max mem: 29860 [20:06:54.334688] Epoch: [7] [1220/2904] eta: 0:21:21 lr: 0.000445 loss: 0.2864 (0.3031) loss_rec_all: 0.3115 (0.3276) loss_rec_sfr: 0.4247 (0.4699) loss_cl: -0.2791 (-0.2782) time: 0.7458 data: 0.0002 max mem: 29860 [20:07:09.253045] Epoch: [7] [1240/2904] eta: 0:21:05 lr: 0.000446 loss: 0.2852 (0.3029) loss_rec_all: 0.3101 (0.3275) loss_rec_sfr: 0.4181 (0.4695) loss_cl: -0.2788 (-0.2782) time: 0.7459 data: 0.0002 max mem: 29860 [20:07:24.172834] Epoch: [7] [1260/2904] eta: 0:20:50 lr: 0.000446 loss: 0.2881 (0.3028) loss_rec_all: 0.3131 (0.3274) loss_rec_sfr: 0.4701 (0.4694) loss_cl: -0.2776 (-0.2782) time: 0.7460 data: 0.0002 max mem: 29860 [20:07:39.085263] Epoch: [7] [1280/2904] eta: 0:20:34 lr: 0.000446 loss: 0.2920 (0.3027) loss_rec_all: 0.3169 (0.3273) loss_rec_sfr: 0.4632 (0.4694) loss_cl: -0.2788 (-0.2782) time: 0.7456 data: 0.0002 max mem: 29860 [20:07:54.003507] Epoch: [7] [1300/2904] eta: 0:20:19 lr: 0.000447 loss: 0.2960 (0.3027) loss_rec_all: 0.3207 (0.3273) loss_rec_sfr: 0.4419 (0.4693) loss_cl: -0.2790 (-0.2782) time: 0.7459 data: 0.0002 max mem: 29860 [20:08:08.920277] Epoch: [7] [1320/2904] eta: 0:20:03 lr: 0.000447 loss: 0.2964 (0.3028) loss_rec_all: 0.3213 (0.3273) loss_rec_sfr: 0.4903 (0.4697) loss_cl: -0.2788 (-0.2782) time: 0.7458 data: 0.0002 max mem: 29860 [20:08:23.837552] Epoch: [7] [1340/2904] eta: 0:19:47 lr: 0.000448 loss: 0.2864 (0.3027) loss_rec_all: 0.3108 (0.3272) loss_rec_sfr: 0.4154 (0.4694) loss_cl: -0.2785 (-0.2782) time: 0.7458 data: 0.0002 max mem: 29860 [20:08:38.748765] Epoch: [7] [1360/2904] eta: 0:19:32 lr: 0.000448 loss: 0.2899 (0.3026) loss_rec_all: 0.3149 (0.3271) loss_rec_sfr: 0.4246 (0.4691) loss_cl: -0.2783 (-0.2782) time: 0.7455 data: 0.0002 max mem: 29860 [20:08:53.671035] Epoch: [7] [1380/2904] eta: 0:19:16 lr: 0.000449 loss: 0.2935 (0.3026) loss_rec_all: 0.3184 (0.3272) loss_rec_sfr: 0.4375 (0.4694) loss_cl: -0.2781 (-0.2782) time: 0.7461 data: 0.0002 max mem: 29860 [20:09:08.590814] Epoch: [7] [1400/2904] eta: 0:19:01 lr: 0.000449 loss: 0.2918 (0.3027) loss_rec_all: 0.3170 (0.3272) loss_rec_sfr: 0.4847 (0.4696) loss_cl: -0.2790 (-0.2782) time: 0.7459 data: 0.0002 max mem: 29860 [20:09:23.506775] Epoch: [7] [1420/2904] eta: 0:18:46 lr: 0.000449 loss: 0.2865 (0.3027) loss_rec_all: 0.3112 (0.3272) loss_rec_sfr: 0.4795 (0.4698) loss_cl: -0.2776 (-0.2782) time: 0.7458 data: 0.0002 max mem: 29860 [20:09:38.435579] Epoch: [7] [1440/2904] eta: 0:18:30 lr: 0.000450 loss: 0.2826 (0.3025) loss_rec_all: 0.3076 (0.3271) loss_rec_sfr: 0.4254 (0.4696) loss_cl: -0.2774 (-0.2782) time: 0.7464 data: 0.0002 max mem: 29860 [20:09:53.354386] Epoch: [7] [1460/2904] eta: 0:18:15 lr: 0.000450 loss: 0.2892 (0.3025) loss_rec_all: 0.3141 (0.3270) loss_rec_sfr: 0.4788 (0.4696) loss_cl: -0.2783 (-0.2782) time: 0.7459 data: 0.0002 max mem: 29860 [20:10:08.275152] Epoch: [7] [1480/2904] eta: 0:17:59 lr: 0.000451 loss: 0.2993 (0.3025) loss_rec_all: 0.3241 (0.3271) loss_rec_sfr: 0.4080 (0.4695) loss_cl: -0.2789 (-0.2782) time: 0.7460 data: 0.0002 max mem: 29860 [20:10:23.200343] Epoch: [7] [1500/2904] eta: 0:17:44 lr: 0.000451 loss: 0.2945 (0.3026) loss_rec_all: 0.3194 (0.3271) loss_rec_sfr: 0.4336 (0.4695) loss_cl: -0.2787 (-0.2782) time: 0.7462 data: 0.0002 max mem: 29860 [20:10:38.122398] Epoch: [7] [1520/2904] eta: 0:17:29 lr: 0.000451 loss: 0.2840 (0.3025) loss_rec_all: 0.3082 (0.3271) loss_rec_sfr: 0.4678 (0.4695) loss_cl: -0.2768 (-0.2782) time: 0.7461 data: 0.0002 max mem: 29860 [20:10:53.041208] Epoch: [7] [1540/2904] eta: 0:17:13 lr: 0.000452 loss: 0.2887 (0.3025) loss_rec_all: 0.3133 (0.3270) loss_rec_sfr: 0.4312 (0.4694) loss_cl: -0.2789 (-0.2782) time: 0.7459 data: 0.0002 max mem: 29860 [20:11:07.961037] Epoch: [7] [1560/2904] eta: 0:16:58 lr: 0.000452 loss: 0.2861 (0.3024) loss_rec_all: 0.3110 (0.3269) loss_rec_sfr: 0.4402 (0.4692) loss_cl: -0.2791 (-0.2782) time: 0.7460 data: 0.0002 max mem: 29860 [20:11:22.881124] Epoch: [7] [1580/2904] eta: 0:16:42 lr: 0.000453 loss: 0.2907 (0.3024) loss_rec_all: 0.3153 (0.3269) loss_rec_sfr: 0.4787 (0.4693) loss_cl: -0.2779 (-0.2782) time: 0.7460 data: 0.0002 max mem: 29860 [20:11:37.794559] Epoch: [7] [1600/2904] eta: 0:16:27 lr: 0.000453 loss: 0.2830 (0.3022) loss_rec_all: 0.3081 (0.3268) loss_rec_sfr: 0.4125 (0.4688) loss_cl: -0.2774 (-0.2782) time: 0.7456 data: 0.0002 max mem: 29860 [20:11:52.721746] Epoch: [7] [1620/2904] eta: 0:16:12 lr: 0.000453 loss: 0.2849 (0.3022) loss_rec_all: 0.3092 (0.3267) loss_rec_sfr: 0.4136 (0.4685) loss_cl: -0.2780 (-0.2782) time: 0.7463 data: 0.0002 max mem: 29860 [20:12:07.636471] Epoch: [7] [1640/2904] eta: 0:15:56 lr: 0.000454 loss: 0.2848 (0.3020) loss_rec_all: 0.3095 (0.3265) loss_rec_sfr: 0.4714 (0.4684) loss_cl: -0.2795 (-0.2782) time: 0.7457 data: 0.0002 max mem: 29860 [20:12:22.557184] Epoch: [7] [1660/2904] eta: 0:15:41 lr: 0.000454 loss: 0.2938 (0.3019) loss_rec_all: 0.3181 (0.3265) loss_rec_sfr: 0.4057 (0.4681) loss_cl: -0.2779 (-0.2782) time: 0.7460 data: 0.0002 max mem: 29860 [20:12:37.474702] Epoch: [7] [1680/2904] eta: 0:15:26 lr: 0.000455 loss: 0.2941 (0.3020) loss_rec_all: 0.3185 (0.3265) loss_rec_sfr: 0.4849 (0.4683) loss_cl: -0.2781 (-0.2782) time: 0.7458 data: 0.0002 max mem: 29860 [20:12:52.395929] Epoch: [7] [1700/2904] eta: 0:15:11 lr: 0.000455 loss: 0.2876 (0.3019) loss_rec_all: 0.3121 (0.3265) loss_rec_sfr: 0.4217 (0.4681) loss_cl: -0.2786 (-0.2782) time: 0.7460 data: 0.0002 max mem: 29860 [20:13:07.307455] Epoch: [7] [1720/2904] eta: 0:14:55 lr: 0.000456 loss: 0.2856 (0.3019) loss_rec_all: 0.3099 (0.3264) loss_rec_sfr: 0.5005 (0.4684) loss_cl: -0.2782 (-0.2782) time: 0.7455 data: 0.0002 max mem: 29860 [20:13:22.225148] Epoch: [7] [1740/2904] eta: 0:14:40 lr: 0.000456 loss: 0.2965 (0.3019) loss_rec_all: 0.3209 (0.3265) loss_rec_sfr: 0.4292 (0.4684) loss_cl: -0.2789 (-0.2782) time: 0.7458 data: 0.0002 max mem: 29860 [20:13:37.146919] Epoch: [7] [1760/2904] eta: 0:14:25 lr: 0.000456 loss: 0.2867 (0.3018) loss_rec_all: 0.3116 (0.3264) loss_rec_sfr: 0.4115 (0.4680) loss_cl: -0.2781 (-0.2782) time: 0.7460 data: 0.0002 max mem: 29860 [20:13:52.069880] Epoch: [7] [1780/2904] eta: 0:14:09 lr: 0.000457 loss: 0.2845 (0.3018) loss_rec_all: 0.3092 (0.3263) loss_rec_sfr: 0.4793 (0.4680) loss_cl: -0.2787 (-0.2782) time: 0.7461 data: 0.0002 max mem: 29860 [20:14:06.996352] Epoch: [7] [1800/2904] eta: 0:13:54 lr: 0.000457 loss: 0.2893 (0.3018) loss_rec_all: 0.3143 (0.3263) loss_rec_sfr: 0.4012 (0.4676) loss_cl: -0.2775 (-0.2782) time: 0.7463 data: 0.0002 max mem: 29860 [20:14:21.915636] Epoch: [7] [1820/2904] eta: 0:13:39 lr: 0.000458 loss: 0.2841 (0.3017) loss_rec_all: 0.3083 (0.3262) loss_rec_sfr: 0.4161 (0.4674) loss_cl: -0.2781 (-0.2782) time: 0.7459 data: 0.0002 max mem: 29860 [20:14:36.836618] Epoch: [7] [1840/2904] eta: 0:13:24 lr: 0.000458 loss: 0.2882 (0.3016) loss_rec_all: 0.3126 (0.3262) loss_rec_sfr: 0.4688 (0.4674) loss_cl: -0.2793 (-0.2782) time: 0.7460 data: 0.0002 max mem: 29860 [20:14:51.761713] Epoch: [7] [1860/2904] eta: 0:13:09 lr: 0.000458 loss: 0.2978 (0.3017) loss_rec_all: 0.3228 (0.3262) loss_rec_sfr: 0.4831 (0.4677) loss_cl: -0.2784 (-0.2782) time: 0.7462 data: 0.0002 max mem: 29860 [20:15:06.681056] Epoch: [7] [1880/2904] eta: 0:12:53 lr: 0.000459 loss: 0.2872 (0.3016) loss_rec_all: 0.3113 (0.3262) loss_rec_sfr: 0.4225 (0.4675) loss_cl: -0.2772 (-0.2782) time: 0.7459 data: 0.0002 max mem: 29860 [20:15:21.606589] Epoch: [7] [1900/2904] eta: 0:12:38 lr: 0.000459 loss: 0.2883 (0.3015) loss_rec_all: 0.3127 (0.3261) loss_rec_sfr: 0.4854 (0.4675) loss_cl: -0.2786 (-0.2782) time: 0.7462 data: 0.0002 max mem: 29860 [20:15:36.531259] Epoch: [7] [1920/2904] eta: 0:12:23 lr: 0.000460 loss: 0.2948 (0.3016) loss_rec_all: 0.3190 (0.3261) loss_rec_sfr: 0.4992 (0.4678) loss_cl: -0.2786 (-0.2782) time: 0.7462 data: 0.0002 max mem: 29860 [20:15:51.455476] Epoch: [7] [1940/2904] eta: 0:12:08 lr: 0.000460 loss: 0.2930 (0.3016) loss_rec_all: 0.3174 (0.3261) loss_rec_sfr: 0.5010 (0.4681) loss_cl: -0.2777 (-0.2782) time: 0.7462 data: 0.0002 max mem: 29860 [20:16:06.383499] Epoch: [7] [1960/2904] eta: 0:11:52 lr: 0.000460 loss: 0.2848 (0.3016) loss_rec_all: 0.3100 (0.3261) loss_rec_sfr: 0.4646 (0.4681) loss_cl: -0.2783 (-0.2782) time: 0.7464 data: 0.0002 max mem: 29860 [20:16:21.307554] Epoch: [7] [1980/2904] eta: 0:11:37 lr: 0.000461 loss: 0.2799 (0.3014) loss_rec_all: 0.3040 (0.3260) loss_rec_sfr: 0.4097 (0.4679) loss_cl: -0.2781 (-0.2782) time: 0.7462 data: 0.0002 max mem: 29860 [20:16:36.227958] Epoch: [7] [2000/2904] eta: 0:11:22 lr: 0.000461 loss: 0.2938 (0.3014) loss_rec_all: 0.3186 (0.3260) loss_rec_sfr: 0.4176 (0.4677) loss_cl: -0.2778 (-0.2782) time: 0.7460 data: 0.0002 max mem: 29860 [20:16:51.147515] Epoch: [7] [2020/2904] eta: 0:11:07 lr: 0.000462 loss: 0.2856 (0.3014) loss_rec_all: 0.3103 (0.3260) loss_rec_sfr: 0.4445 (0.4677) loss_cl: -0.2784 (-0.2782) time: 0.7459 data: 0.0002 max mem: 29860 [20:17:06.062729] Epoch: [7] [2040/2904] eta: 0:10:52 lr: 0.000462 loss: 0.2855 (0.3013) loss_rec_all: 0.3099 (0.3259) loss_rec_sfr: 0.4173 (0.4675) loss_cl: -0.2783 (-0.2782) time: 0.7457 data: 0.0002 max mem: 29860 [20:17:20.981360] Epoch: [7] [2060/2904] eta: 0:10:37 lr: 0.000463 loss: 0.2840 (0.3012) loss_rec_all: 0.3084 (0.3258) loss_rec_sfr: 0.4308 (0.4674) loss_cl: -0.2783 (-0.2782) time: 0.7459 data: 0.0002 max mem: 29860 [20:17:35.904871] Epoch: [7] [2080/2904] eta: 0:10:21 lr: 0.000463 loss: 0.2830 (0.3012) loss_rec_all: 0.3078 (0.3257) loss_rec_sfr: 0.4662 (0.4673) loss_cl: -0.2791 (-0.2782) time: 0.7461 data: 0.0002 max mem: 29860 [20:17:50.833422] Epoch: [7] [2100/2904] eta: 0:10:06 lr: 0.000463 loss: 0.2809 (0.3010) loss_rec_all: 0.3061 (0.3256) loss_rec_sfr: 0.4483 (0.4671) loss_cl: -0.2782 (-0.2782) time: 0.7464 data: 0.0002 max mem: 29860 [20:18:05.754413] Epoch: [7] [2120/2904] eta: 0:09:51 lr: 0.000464 loss: 0.2930 (0.3010) loss_rec_all: 0.3180 (0.3256) loss_rec_sfr: 0.4699 (0.4672) loss_cl: -0.2772 (-0.2782) time: 0.7460 data: 0.0002 max mem: 29860 [20:18:20.675429] Epoch: [7] [2140/2904] eta: 0:09:36 lr: 0.000464 loss: 0.2789 (0.3010) loss_rec_all: 0.3039 (0.3255) loss_rec_sfr: 0.4231 (0.4671) loss_cl: -0.2774 (-0.2782) time: 0.7460 data: 0.0003 max mem: 29860 [20:18:35.596775] Epoch: [7] [2160/2904] eta: 0:09:21 lr: 0.000465 loss: 0.2830 (0.3009) loss_rec_all: 0.3084 (0.3255) loss_rec_sfr: 0.4542 (0.4671) loss_cl: -0.2797 (-0.2782) time: 0.7460 data: 0.0002 max mem: 29860 [20:18:50.521557] Epoch: [7] [2180/2904] eta: 0:09:06 lr: 0.000465 loss: 0.2842 (0.3009) loss_rec_all: 0.3092 (0.3255) loss_rec_sfr: 0.4649 (0.4671) loss_cl: -0.2780 (-0.2782) time: 0.7462 data: 0.0002 max mem: 29860 [20:19:05.438698] Epoch: [7] [2200/2904] eta: 0:08:51 lr: 0.000465 loss: 0.2975 (0.3009) loss_rec_all: 0.3224 (0.3255) loss_rec_sfr: 0.4143 (0.4670) loss_cl: -0.2786 (-0.2782) time: 0.7458 data: 0.0002 max mem: 29860 [20:19:20.352613] Epoch: [7] [2220/2904] eta: 0:08:35 lr: 0.000466 loss: 0.2881 (0.3009) loss_rec_all: 0.3128 (0.3254) loss_rec_sfr: 0.4146 (0.4668) loss_cl: -0.2772 (-0.2782) time: 0.7457 data: 0.0002 max mem: 29860 [20:19:35.280742] Epoch: [7] [2240/2904] eta: 0:08:20 lr: 0.000466 loss: 0.2891 (0.3008) loss_rec_all: 0.3136 (0.3254) loss_rec_sfr: 0.4159 (0.4667) loss_cl: -0.2782 (-0.2782) time: 0.7464 data: 0.0002 max mem: 29860 [20:19:50.211293] Epoch: [7] [2260/2904] eta: 0:08:05 lr: 0.000467 loss: 0.2880 (0.3008) loss_rec_all: 0.3123 (0.3253) loss_rec_sfr: 0.4285 (0.4666) loss_cl: -0.2788 (-0.2782) time: 0.7465 data: 0.0002 max mem: 29860 [20:20:05.130731] Epoch: [7] [2280/2904] eta: 0:07:50 lr: 0.000467 loss: 0.2816 (0.3008) loss_rec_all: 0.3065 (0.3253) loss_rec_sfr: 0.4748 (0.4667) loss_cl: -0.2783 (-0.2782) time: 0.7459 data: 0.0002 max mem: 29860 [20:20:20.048034] Epoch: [7] [2300/2904] eta: 0:07:35 lr: 0.000468 loss: 0.2878 (0.3008) loss_rec_all: 0.3124 (0.3253) loss_rec_sfr: 0.4887 (0.4669) loss_cl: -0.2785 (-0.2782) time: 0.7458 data: 0.0002 max mem: 29860 [20:20:34.965602] Epoch: [7] [2320/2904] eta: 0:07:20 lr: 0.000468 loss: 0.2879 (0.3007) loss_rec_all: 0.3131 (0.3253) loss_rec_sfr: 0.4795 (0.4669) loss_cl: -0.2788 (-0.2782) time: 0.7458 data: 0.0002 max mem: 29860 [20:20:49.886013] Epoch: [7] [2340/2904] eta: 0:07:05 lr: 0.000468 loss: 0.2918 (0.3007) loss_rec_all: 0.3166 (0.3252) loss_rec_sfr: 0.4234 (0.4668) loss_cl: -0.2781 (-0.2782) time: 0.7460 data: 0.0002 max mem: 29860 [20:21:04.806747] Epoch: [7] [2360/2904] eta: 0:06:50 lr: 0.000469 loss: 0.2974 (0.3008) loss_rec_all: 0.3215 (0.3253) loss_rec_sfr: 0.4913 (0.4670) loss_cl: -0.2787 (-0.2782) time: 0.7460 data: 0.0002 max mem: 29860 [20:21:19.732743] Epoch: [7] [2380/2904] eta: 0:06:34 lr: 0.000469 loss: 0.2860 (0.3007) loss_rec_all: 0.3103 (0.3253) loss_rec_sfr: 0.4273 (0.4669) loss_cl: -0.2787 (-0.2782) time: 0.7463 data: 0.0002 max mem: 29860 [20:21:34.647235] Epoch: [7] [2400/2904] eta: 0:06:19 lr: 0.000470 loss: 0.2826 (0.3007) loss_rec_all: 0.3067 (0.3253) loss_rec_sfr: 0.4588 (0.4669) loss_cl: -0.2783 (-0.2782) time: 0.7457 data: 0.0002 max mem: 29860 [20:21:49.565133] Epoch: [7] [2420/2904] eta: 0:06:04 lr: 0.000470 loss: 0.3000 (0.3008) loss_rec_all: 0.3249 (0.3253) loss_rec_sfr: 0.4697 (0.4671) loss_cl: -0.2781 (-0.2782) time: 0.7459 data: 0.0002 max mem: 29860 [20:22:04.488227] Epoch: [7] [2440/2904] eta: 0:05:49 lr: 0.000470 loss: 0.2851 (0.3007) loss_rec_all: 0.3093 (0.3253) loss_rec_sfr: 0.4629 (0.4671) loss_cl: -0.2779 (-0.2782) time: 0.7461 data: 0.0002 max mem: 29860 [20:22:19.405390] Epoch: [7] [2460/2904] eta: 0:05:34 lr: 0.000471 loss: 0.2856 (0.3008) loss_rec_all: 0.3102 (0.3253) loss_rec_sfr: 0.4813 (0.4672) loss_cl: -0.2779 (-0.2782) time: 0.7458 data: 0.0002 max mem: 29860 [20:22:34.323525] Epoch: [7] [2480/2904] eta: 0:05:19 lr: 0.000471 loss: 0.2785 (0.3006) loss_rec_all: 0.3032 (0.3252) loss_rec_sfr: 0.4692 (0.4671) loss_cl: -0.2771 (-0.2782) time: 0.7459 data: 0.0002 max mem: 29860 [20:22:49.240759] Epoch: [7] [2500/2904] eta: 0:05:04 lr: 0.000472 loss: 0.2874 (0.3006) loss_rec_all: 0.3124 (0.3252) loss_rec_sfr: 0.4395 (0.4672) loss_cl: -0.2792 (-0.2782) time: 0.7458 data: 0.0002 max mem: 29860 [20:23:04.161797] Epoch: [7] [2520/2904] eta: 0:04:49 lr: 0.000472 loss: 0.2830 (0.3005) loss_rec_all: 0.3080 (0.3251) loss_rec_sfr: 0.4774 (0.4671) loss_cl: -0.2790 (-0.2782) time: 0.7460 data: 0.0002 max mem: 29860 [20:23:19.083368] Epoch: [7] [2540/2904] eta: 0:04:34 lr: 0.000472 loss: 0.2862 (0.3005) loss_rec_all: 0.3105 (0.3250) loss_rec_sfr: 0.4578 (0.4671) loss_cl: -0.2781 (-0.2782) time: 0.7460 data: 0.0002 max mem: 29860 [20:23:34.000429] Epoch: [7] [2560/2904] eta: 0:04:19 lr: 0.000473 loss: 0.2831 (0.3004) loss_rec_all: 0.3081 (0.3249) loss_rec_sfr: 0.4236 (0.4669) loss_cl: -0.2781 (-0.2782) time: 0.7458 data: 0.0002 max mem: 29860 [20:23:48.922891] Epoch: [7] [2580/2904] eta: 0:04:03 lr: 0.000473 loss: 0.2837 (0.3004) loss_rec_all: 0.3082 (0.3249) loss_rec_sfr: 0.4819 (0.4671) loss_cl: -0.2773 (-0.2782) time: 0.7461 data: 0.0002 max mem: 29860 [20:24:03.850154] Epoch: [7] [2600/2904] eta: 0:03:48 lr: 0.000474 loss: 0.2846 (0.3003) loss_rec_all: 0.3091 (0.3249) loss_rec_sfr: 0.4040 (0.4669) loss_cl: -0.2778 (-0.2782) time: 0.7463 data: 0.0002 max mem: 29860 [20:24:18.774841] Epoch: [7] [2620/2904] eta: 0:03:33 lr: 0.000474 loss: 0.2830 (0.3002) loss_rec_all: 0.3082 (0.3248) loss_rec_sfr: 0.4137 (0.4668) loss_cl: -0.2797 (-0.2782) time: 0.7462 data: 0.0002 max mem: 29860 [20:24:33.695376] Epoch: [7] [2640/2904] eta: 0:03:18 lr: 0.000475 loss: 0.2869 (0.3002) loss_rec_all: 0.3115 (0.3248) loss_rec_sfr: 0.4745 (0.4668) loss_cl: -0.2788 (-0.2782) time: 0.7460 data: 0.0002 max mem: 29860 [20:24:48.617792] Epoch: [7] [2660/2904] eta: 0:03:03 lr: 0.000475 loss: 0.2878 (0.3002) loss_rec_all: 0.3128 (0.3247) loss_rec_sfr: 0.4706 (0.4669) loss_cl: -0.2781 (-0.2782) time: 0.7461 data: 0.0002 max mem: 29860 [20:25:03.541042] Epoch: [7] [2680/2904] eta: 0:02:48 lr: 0.000475 loss: 0.2848 (0.3001) loss_rec_all: 0.3094 (0.3247) loss_rec_sfr: 0.4262 (0.4668) loss_cl: -0.2782 (-0.2782) time: 0.7461 data: 0.0002 max mem: 29860 [20:25:18.460198] Epoch: [7] [2700/2904] eta: 0:02:33 lr: 0.000476 loss: 0.2821 (0.3001) loss_rec_all: 0.3071 (0.3246) loss_rec_sfr: 0.4077 (0.4666) loss_cl: -0.2786 (-0.2782) time: 0.7459 data: 0.0002 max mem: 29860 [20:25:33.379861] Epoch: [7] [2720/2904] eta: 0:02:18 lr: 0.000476 loss: 0.2864 (0.3000) loss_rec_all: 0.3108 (0.3246) loss_rec_sfr: 0.4674 (0.4666) loss_cl: -0.2795 (-0.2782) time: 0.7459 data: 0.0002 max mem: 29860 [20:25:48.302786] Epoch: [7] [2740/2904] eta: 0:02:03 lr: 0.000477 loss: 0.2939 (0.3001) loss_rec_all: 0.3182 (0.3246) loss_rec_sfr: 0.4819 (0.4668) loss_cl: -0.2778 (-0.2782) time: 0.7461 data: 0.0002 max mem: 29860 [20:26:03.225222] Epoch: [7] [2760/2904] eta: 0:01:48 lr: 0.000477 loss: 0.2860 (0.3001) loss_rec_all: 0.3110 (0.3246) loss_rec_sfr: 0.4333 (0.4666) loss_cl: -0.2778 (-0.2782) time: 0.7461 data: 0.0002 max mem: 29860 [20:26:18.140379] Epoch: [7] [2780/2904] eta: 0:01:33 lr: 0.000477 loss: 0.2872 (0.3000) loss_rec_all: 0.3115 (0.3246) loss_rec_sfr: 0.4163 (0.4665) loss_cl: -0.2782 (-0.2782) time: 0.7457 data: 0.0002 max mem: 29860 [20:26:33.068216] Epoch: [7] [2800/2904] eta: 0:01:18 lr: 0.000478 loss: 0.2819 (0.2999) loss_rec_all: 0.3068 (0.3245) loss_rec_sfr: 0.3972 (0.4662) loss_cl: -0.2783 (-0.2782) time: 0.7464 data: 0.0002 max mem: 29860 [20:26:47.995519] Epoch: [7] [2820/2904] eta: 0:01:03 lr: 0.000478 loss: 0.2827 (0.2999) loss_rec_all: 0.3077 (0.3244) loss_rec_sfr: 0.4086 (0.4660) loss_cl: -0.2786 (-0.2782) time: 0.7463 data: 0.0002 max mem: 29860 [20:27:02.962673] Epoch: [7] [2840/2904] eta: 0:00:48 lr: 0.000479 loss: 0.2846 (0.2999) loss_rec_all: 0.3099 (0.3244) loss_rec_sfr: 0.4125 (0.4659) loss_cl: -0.2785 (-0.2782) time: 0.7483 data: 0.0024 max mem: 29860 [20:27:17.883175] Epoch: [7] [2860/2904] eta: 0:00:33 lr: 0.000479 loss: 0.2802 (0.2998) loss_rec_all: 0.3046 (0.3244) loss_rec_sfr: 0.4777 (0.4660) loss_cl: -0.2780 (-0.2782) time: 0.7460 data: 0.0001 max mem: 29860 [20:27:32.807067] Epoch: [7] [2880/2904] eta: 0:00:18 lr: 0.000480 loss: 0.2827 (0.2997) loss_rec_all: 0.3070 (0.3243) loss_rec_sfr: 0.4809 (0.4660) loss_cl: -0.2780 (-0.2782) time: 0.7462 data: 0.0001 max mem: 29860 [20:27:47.745494] Epoch: [7] [2900/2904] eta: 0:00:03 lr: 0.000480 loss: 0.2813 (0.2997) loss_rec_all: 0.3059 (0.3242) loss_rec_sfr: 0.4148 (0.4660) loss_cl: -0.2792 (-0.2782) time: 0.7469 data: 0.0001 max mem: 29860 [20:27:49.991598] Epoch: [7] [2903/2904] eta: 0:00:00 lr: 0.000480 loss: 0.2813 (0.2997) loss_rec_all: 0.3059 (0.3242) loss_rec_sfr: 0.4700 (0.4660) loss_cl: -0.2792 (-0.2782) time: 0.7464 data: 0.0001 max mem: 29860 [20:27:52.004704] Epoch: [7] Total time: 0:36:26 (0.7530 s / it) [20:27:52.005689] Averaged stats: lr: 0.000480 loss: 0.2813 (0.3021) loss_rec_all: 0.3059 (0.3243) loss_rec_sfr: 0.4700 (0.4660) loss_cl: -0.2792 (-0.2546) [20:27:52.010393] log_dir: ./checkpoint/VF2_ViT-B [20:28:10.847428] Epoch: [8] [ 0/2904] eta: 15:11:39 lr: 0.000480 loss: 0.3406 (0.3406) loss_rec_all: 0.3644 (0.3644) loss_rec_sfr: 0.5742 (0.5742) loss_cl: -0.2778 (-0.2778) time: 18.8360 data: 12.9487 max mem: 29860 [20:28:27.020180] Epoch: [8] [ 20/2904] eta: 1:20:07 lr: 0.000480 loss: 0.2821 (0.2937) loss_rec_all: 0.3064 (0.3181) loss_rec_sfr: 0.4781 (0.4745) loss_cl: -0.2777 (-0.2776) time: 0.8086 data: 0.0648 max mem: 29860 [20:28:41.903814] Epoch: [8] [ 40/2904] eta: 0:58:05 lr: 0.000481 loss: 0.2765 (0.2903) loss_rec_all: 0.3014 (0.3148) loss_rec_sfr: 0.3953 (0.4535) loss_cl: -0.2771 (-0.2773) time: 0.7441 data: 0.0002 max mem: 29860 [20:28:56.795941] Epoch: [8] [ 60/2904] eta: 0:50:20 lr: 0.000481 loss: 0.2944 (0.2977) loss_rec_all: 0.3195 (0.3222) loss_rec_sfr: 0.4700 (0.4660) loss_cl: -0.2784 (-0.2776) time: 0.7446 data: 0.0002 max mem: 29860 [20:29:11.700005] Epoch: [8] [ 80/2904] eta: 0:46:18 lr: 0.000482 loss: 0.2837 (0.2950) loss_rec_all: 0.3082 (0.3196) loss_rec_sfr: 0.4050 (0.4567) loss_cl: -0.2787 (-0.2779) time: 0.7452 data: 0.0002 max mem: 29860 [20:29:26.618535] Epoch: [8] [ 100/2904] eta: 0:43:46 lr: 0.000482 loss: 0.2862 (0.2950) loss_rec_all: 0.3109 (0.3196) loss_rec_sfr: 0.4250 (0.4575) loss_cl: -0.2792 (-0.2781) time: 0.7459 data: 0.0002 max mem: 29860 [20:29:41.535254] Epoch: [8] [ 120/2904] eta: 0:41:59 lr: 0.000482 loss: 0.2833 (0.2963) loss_rec_all: 0.3082 (0.3209) loss_rec_sfr: 0.4188 (0.4601) loss_cl: -0.2777 (-0.2781) time: 0.7458 data: 0.0002 max mem: 29860 [20:29:56.459117] Epoch: [8] [ 140/2904] eta: 0:40:39 lr: 0.000483 loss: 0.2765 (0.2943) loss_rec_all: 0.3012 (0.3189) loss_rec_sfr: 0.4032 (0.4568) loss_cl: -0.2779 (-0.2780) time: 0.7462 data: 0.0002 max mem: 29860 [20:30:11.385236] Epoch: [8] [ 160/2904] eta: 0:39:35 lr: 0.000483 loss: 0.2780 (0.2936) loss_rec_all: 0.3030 (0.3183) loss_rec_sfr: 0.4002 (0.4533) loss_cl: -0.2794 (-0.2782) time: 0.7463 data: 0.0002 max mem: 29860 [20:30:26.336388] Epoch: [8] [ 180/2904] eta: 0:38:42 lr: 0.000484 loss: 0.2800 (0.2930) loss_rec_all: 0.3050 (0.3176) loss_rec_sfr: 0.4064 (0.4513) loss_cl: -0.2784 (-0.2782) time: 0.7475 data: 0.0002 max mem: 29860 [20:30:41.259815] Epoch: [8] [ 200/2904] eta: 0:37:56 lr: 0.000484 loss: 0.2833 (0.2928) loss_rec_all: 0.3083 (0.3174) loss_rec_sfr: 0.4238 (0.4512) loss_cl: -0.2771 (-0.2781) time: 0.7461 data: 0.0002 max mem: 29860 [20:30:56.194543] Epoch: [8] [ 220/2904] eta: 0:37:16 lr: 0.000485 loss: 0.2812 (0.2926) loss_rec_all: 0.3058 (0.3173) loss_rec_sfr: 0.4614 (0.4518) loss_cl: -0.2789 (-0.2782) time: 0.7467 data: 0.0002 max mem: 29860 [20:31:11.115594] Epoch: [8] [ 240/2904] eta: 0:36:40 lr: 0.000485 loss: 0.2828 (0.2926) loss_rec_all: 0.3073 (0.3172) loss_rec_sfr: 0.4062 (0.4513) loss_cl: -0.2790 (-0.2782) time: 0.7460 data: 0.0002 max mem: 29860 [20:31:26.061525] Epoch: [8] [ 260/2904] eta: 0:36:08 lr: 0.000485 loss: 0.2811 (0.2922) loss_rec_all: 0.3060 (0.3169) loss_rec_sfr: 0.3965 (0.4504) loss_cl: -0.2786 (-0.2782) time: 0.7472 data: 0.0002 max mem: 29860 [20:31:40.985232] Epoch: [8] [ 280/2904] eta: 0:35:38 lr: 0.000486 loss: 0.2896 (0.2928) loss_rec_all: 0.3146 (0.3175) loss_rec_sfr: 0.4626 (0.4516) loss_cl: -0.2772 (-0.2782) time: 0.7461 data: 0.0002 max mem: 29860 [20:31:55.902083] Epoch: [8] [ 300/2904] eta: 0:35:09 lr: 0.000486 loss: 0.2778 (0.2921) loss_rec_all: 0.3019 (0.3167) loss_rec_sfr: 0.4087 (0.4504) loss_cl: -0.2774 (-0.2781) time: 0.7458 data: 0.0002 max mem: 29860 [20:32:10.825457] Epoch: [8] [ 320/2904] eta: 0:34:43 lr: 0.000487 loss: 0.2785 (0.2918) loss_rec_all: 0.3032 (0.3165) loss_rec_sfr: 0.4433 (0.4505) loss_cl: -0.2775 (-0.2781) time: 0.7461 data: 0.0002 max mem: 29860 [20:32:25.746445] Epoch: [8] [ 340/2904] eta: 0:34:18 lr: 0.000487 loss: 0.2819 (0.2916) loss_rec_all: 0.3065 (0.3162) loss_rec_sfr: 0.4317 (0.4503) loss_cl: -0.2795 (-0.2782) time: 0.7460 data: 0.0002 max mem: 29860 [20:32:40.666980] Epoch: [8] [ 360/2904] eta: 0:33:54 lr: 0.000487 loss: 0.2812 (0.2914) loss_rec_all: 0.3058 (0.3161) loss_rec_sfr: 0.4627 (0.4508) loss_cl: -0.2789 (-0.2782) time: 0.7460 data: 0.0002 max mem: 29860 [20:32:55.582523] Epoch: [8] [ 380/2904] eta: 0:33:30 lr: 0.000488 loss: 0.2806 (0.2914) loss_rec_all: 0.3055 (0.3161) loss_rec_sfr: 0.4593 (0.4513) loss_cl: -0.2782 (-0.2782) time: 0.7457 data: 0.0002 max mem: 29860 [20:33:10.508298] Epoch: [8] [ 400/2904] eta: 0:33:08 lr: 0.000488 loss: 0.2786 (0.2916) loss_rec_all: 0.3031 (0.3162) loss_rec_sfr: 0.4676 (0.4526) loss_cl: -0.2777 (-0.2782) time: 0.7462 data: 0.0002 max mem: 29860 [20:33:25.430383] Epoch: [8] [ 420/2904] eta: 0:32:47 lr: 0.000489 loss: 0.2828 (0.2915) loss_rec_all: 0.3076 (0.3161) loss_rec_sfr: 0.4634 (0.4527) loss_cl: -0.2788 (-0.2782) time: 0.7461 data: 0.0002 max mem: 29860 [20:33:40.354072] Epoch: [8] [ 440/2904] eta: 0:32:26 lr: 0.000489 loss: 0.2878 (0.2918) loss_rec_all: 0.3129 (0.3165) loss_rec_sfr: 0.4224 (0.4531) loss_cl: -0.2787 (-0.2782) time: 0.7461 data: 0.0002 max mem: 29860 [20:33:55.269921] Epoch: [8] [ 460/2904] eta: 0:32:05 lr: 0.000490 loss: 0.2820 (0.2919) loss_rec_all: 0.3065 (0.3165) loss_rec_sfr: 0.4681 (0.4537) loss_cl: -0.2782 (-0.2782) time: 0.7458 data: 0.0002 max mem: 29860 [20:34:10.193741] Epoch: [8] [ 480/2904] eta: 0:31:45 lr: 0.000490 loss: 0.2851 (0.2921) loss_rec_all: 0.3103 (0.3168) loss_rec_sfr: 0.4617 (0.4543) loss_cl: -0.2779 (-0.2782) time: 0.7461 data: 0.0002 max mem: 29860 [20:34:25.112568] Epoch: [8] [ 500/2904] eta: 0:31:26 lr: 0.000490 loss: 0.2784 (0.2920) loss_rec_all: 0.3028 (0.3166) loss_rec_sfr: 0.4115 (0.4538) loss_cl: -0.2784 (-0.2782) time: 0.7459 data: 0.0002 max mem: 29860 [20:34:40.030266] Epoch: [8] [ 520/2904] eta: 0:31:06 lr: 0.000491 loss: 0.2783 (0.2919) loss_rec_all: 0.3033 (0.3165) loss_rec_sfr: 0.4587 (0.4538) loss_cl: -0.2779 (-0.2782) time: 0.7458 data: 0.0002 max mem: 29860 [20:34:54.950707] Epoch: [8] [ 540/2904] eta: 0:30:48 lr: 0.000491 loss: 0.2821 (0.2921) loss_rec_all: 0.3070 (0.3167) loss_rec_sfr: 0.4531 (0.4541) loss_cl: -0.2774 (-0.2781) time: 0.7460 data: 0.0002 max mem: 29860 [20:35:09.873376] Epoch: [8] [ 560/2904] eta: 0:30:29 lr: 0.000492 loss: 0.2794 (0.2921) loss_rec_all: 0.3037 (0.3167) loss_rec_sfr: 0.4644 (0.4545) loss_cl: -0.2784 (-0.2781) time: 0.7461 data: 0.0002 max mem: 29860 [20:35:24.788931] Epoch: [8] [ 580/2904] eta: 0:30:11 lr: 0.000492 loss: 0.2795 (0.2920) loss_rec_all: 0.3048 (0.3166) loss_rec_sfr: 0.4214 (0.4544) loss_cl: -0.2778 (-0.2781) time: 0.7457 data: 0.0002 max mem: 29860 [20:35:39.708387] Epoch: [8] [ 600/2904] eta: 0:29:52 lr: 0.000492 loss: 0.2822 (0.2919) loss_rec_all: 0.3071 (0.3166) loss_rec_sfr: 0.4115 (0.4541) loss_cl: -0.2784 (-0.2781) time: 0.7459 data: 0.0002 max mem: 29860 [20:35:54.623851] Epoch: [8] [ 620/2904] eta: 0:29:34 lr: 0.000493 loss: 0.2817 (0.2918) loss_rec_all: 0.3063 (0.3164) loss_rec_sfr: 0.4743 (0.4541) loss_cl: -0.2793 (-0.2782) time: 0.7457 data: 0.0002 max mem: 29860 [20:36:09.537608] Epoch: [8] [ 640/2904] eta: 0:29:17 lr: 0.000493 loss: 0.2811 (0.2916) loss_rec_all: 0.3058 (0.3163) loss_rec_sfr: 0.4127 (0.4537) loss_cl: -0.2781 (-0.2782) time: 0.7456 data: 0.0002 max mem: 29860 [20:36:24.456344] Epoch: [8] [ 660/2904] eta: 0:28:59 lr: 0.000494 loss: 0.2921 (0.2921) loss_rec_all: 0.3173 (0.3167) loss_rec_sfr: 0.3995 (0.4542) loss_cl: -0.2774 (-0.2782) time: 0.7459 data: 0.0002 max mem: 29860 [20:36:39.375360] Epoch: [8] [ 680/2904] eta: 0:28:42 lr: 0.000494 loss: 0.2810 (0.2919) loss_rec_all: 0.3055 (0.3166) loss_rec_sfr: 0.4207 (0.4540) loss_cl: -0.2784 (-0.2782) time: 0.7459 data: 0.0002 max mem: 29860 [20:36:54.297861] Epoch: [8] [ 700/2904] eta: 0:28:24 lr: 0.000494 loss: 0.2803 (0.2917) loss_rec_all: 0.3048 (0.3163) loss_rec_sfr: 0.4013 (0.4530) loss_cl: -0.2780 (-0.2781) time: 0.7461 data: 0.0002 max mem: 29860 [20:37:09.226505] Epoch: [8] [ 720/2904] eta: 0:28:07 lr: 0.000495 loss: 0.2820 (0.2917) loss_rec_all: 0.3064 (0.3164) loss_rec_sfr: 0.4367 (0.4533) loss_cl: -0.2779 (-0.2781) time: 0.7464 data: 0.0002 max mem: 29860 [20:37:24.148435] Epoch: [8] [ 740/2904] eta: 0:27:50 lr: 0.000495 loss: 0.2779 (0.2916) loss_rec_all: 0.3029 (0.3163) loss_rec_sfr: 0.4523 (0.4533) loss_cl: -0.2780 (-0.2781) time: 0.7461 data: 0.0002 max mem: 29860 [20:37:39.069015] Epoch: [8] [ 760/2904] eta: 0:27:33 lr: 0.000496 loss: 0.2802 (0.2917) loss_rec_all: 0.3047 (0.3164) loss_rec_sfr: 0.4009 (0.4534) loss_cl: -0.2788 (-0.2782) time: 0.7460 data: 0.0002 max mem: 29860 [20:37:53.989448] Epoch: [8] [ 780/2904] eta: 0:27:17 lr: 0.000496 loss: 0.2805 (0.2918) loss_rec_all: 0.3057 (0.3164) loss_rec_sfr: 0.4245 (0.4535) loss_cl: -0.2788 (-0.2782) time: 0.7460 data: 0.0002 max mem: 29860 [20:38:08.908843] Epoch: [8] [ 800/2904] eta: 0:27:00 lr: 0.000497 loss: 0.2760 (0.2914) loss_rec_all: 0.3003 (0.3160) loss_rec_sfr: 0.4204 (0.4528) loss_cl: -0.2780 (-0.2782) time: 0.7459 data: 0.0002 max mem: 29860 [20:38:23.830244] Epoch: [8] [ 820/2904] eta: 0:26:43 lr: 0.000497 loss: 0.2853 (0.2914) loss_rec_all: 0.3096 (0.3161) loss_rec_sfr: 0.4127 (0.4528) loss_cl: -0.2781 (-0.2782) time: 0.7460 data: 0.0002 max mem: 29860 [20:38:38.753646] Epoch: [8] [ 840/2904] eta: 0:26:27 lr: 0.000497 loss: 0.2893 (0.2914) loss_rec_all: 0.3142 (0.3161) loss_rec_sfr: 0.4206 (0.4524) loss_cl: -0.2774 (-0.2782) time: 0.7461 data: 0.0002 max mem: 29860 [20:38:53.671875] Epoch: [8] [ 860/2904] eta: 0:26:10 lr: 0.000498 loss: 0.2782 (0.2915) loss_rec_all: 0.3029 (0.3162) loss_rec_sfr: 0.4642 (0.4529) loss_cl: -0.2793 (-0.2782) time: 0.7459 data: 0.0002 max mem: 29860 [20:39:08.600670] Epoch: [8] [ 880/2904] eta: 0:25:54 lr: 0.000498 loss: 0.2855 (0.2917) loss_rec_all: 0.3099 (0.3164) loss_rec_sfr: 0.4966 (0.4537) loss_cl: -0.2785 (-0.2782) time: 0.7464 data: 0.0002 max mem: 29860 [20:39:23.523238] Epoch: [8] [ 900/2904] eta: 0:25:37 lr: 0.000499 loss: 0.2789 (0.2919) loss_rec_all: 0.3041 (0.3165) loss_rec_sfr: 0.4771 (0.4543) loss_cl: -0.2776 (-0.2782) time: 0.7461 data: 0.0002 max mem: 29860 [20:39:38.447056] Epoch: [8] [ 920/2904] eta: 0:25:21 lr: 0.000499 loss: 0.2794 (0.2921) loss_rec_all: 0.3041 (0.3167) loss_rec_sfr: 0.4735 (0.4549) loss_cl: -0.2780 (-0.2781) time: 0.7462 data: 0.0002 max mem: 29860 [20:39:53.371464] Epoch: [8] [ 940/2904] eta: 0:25:05 lr: 0.000499 loss: 0.2765 (0.2919) loss_rec_all: 0.3008 (0.3165) loss_rec_sfr: 0.3882 (0.4543) loss_cl: -0.2784 (-0.2781) time: 0.7462 data: 0.0002 max mem: 29860 [20:40:08.294500] Epoch: [8] [ 960/2904] eta: 0:24:49 lr: 0.000500 loss: 0.2797 (0.2917) loss_rec_all: 0.3041 (0.3164) loss_rec_sfr: 0.4089 (0.4541) loss_cl: -0.2785 (-0.2781) time: 0.7461 data: 0.0002 max mem: 29860 [20:40:23.213196] Epoch: [8] [ 980/2904] eta: 0:24:33 lr: 0.000500 loss: 0.2809 (0.2918) loss_rec_all: 0.3055 (0.3165) loss_rec_sfr: 0.4189 (0.4542) loss_cl: -0.2780 (-0.2781) time: 0.7459 data: 0.0002 max mem: 29860 [20:40:38.135397] Epoch: [8] [1000/2904] eta: 0:24:17 lr: 0.000501 loss: 0.2785 (0.2917) loss_rec_all: 0.3031 (0.3164) loss_rec_sfr: 0.4425 (0.4541) loss_cl: -0.2776 (-0.2781) time: 0.7461 data: 0.0002 max mem: 29860 [20:40:53.055970] Epoch: [8] [1020/2904] eta: 0:24:01 lr: 0.000501 loss: 0.2764 (0.2917) loss_rec_all: 0.3016 (0.3163) loss_rec_sfr: 0.4593 (0.4542) loss_cl: -0.2784 (-0.2781) time: 0.7460 data: 0.0002 max mem: 29860 [20:41:07.978485] Epoch: [8] [1040/2904] eta: 0:23:45 lr: 0.000501 loss: 0.2726 (0.2914) loss_rec_all: 0.2973 (0.3160) loss_rec_sfr: 0.4149 (0.4538) loss_cl: -0.2787 (-0.2781) time: 0.7461 data: 0.0002 max mem: 29860 [20:41:22.898741] Epoch: [8] [1060/2904] eta: 0:23:29 lr: 0.000502 loss: 0.2809 (0.2913) loss_rec_all: 0.3061 (0.3160) loss_rec_sfr: 0.4152 (0.4537) loss_cl: -0.2788 (-0.2782) time: 0.7460 data: 0.0002 max mem: 29860 [20:41:37.808542] Epoch: [8] [1080/2904] eta: 0:23:13 lr: 0.000502 loss: 0.2751 (0.2911) loss_rec_all: 0.3002 (0.3158) loss_rec_sfr: 0.4092 (0.4532) loss_cl: -0.2790 (-0.2782) time: 0.7454 data: 0.0002 max mem: 29860 [20:41:52.723569] Epoch: [8] [1100/2904] eta: 0:22:57 lr: 0.000503 loss: 0.2807 (0.2912) loss_rec_all: 0.3059 (0.3158) loss_rec_sfr: 0.4136 (0.4531) loss_cl: -0.2788 (-0.2782) time: 0.7457 data: 0.0002 max mem: 29860 [20:42:07.642735] Epoch: [8] [1120/2904] eta: 0:22:41 lr: 0.000503 loss: 0.2746 (0.2912) loss_rec_all: 0.2998 (0.3159) loss_rec_sfr: 0.4560 (0.4533) loss_cl: -0.2773 (-0.2781) time: 0.7459 data: 0.0002 max mem: 29860 [20:42:22.565280] Epoch: [8] [1140/2904] eta: 0:22:25 lr: 0.000504 loss: 0.2817 (0.2912) loss_rec_all: 0.3065 (0.3158) loss_rec_sfr: 0.3906 (0.4529) loss_cl: -0.2781 (-0.2781) time: 0.7461 data: 0.0002 max mem: 29860 [20:42:37.488698] Epoch: [8] [1160/2904] eta: 0:22:10 lr: 0.000504 loss: 0.2749 (0.2911) loss_rec_all: 0.3002 (0.3157) loss_rec_sfr: 0.4047 (0.4527) loss_cl: -0.2790 (-0.2782) time: 0.7461 data: 0.0002 max mem: 29860 [20:42:52.407595] Epoch: [8] [1180/2904] eta: 0:21:54 lr: 0.000504 loss: 0.2826 (0.2911) loss_rec_all: 0.3072 (0.3158) loss_rec_sfr: 0.4801 (0.4531) loss_cl: -0.2776 (-0.2782) time: 0.7459 data: 0.0002 max mem: 29860 [20:43:07.330419] Epoch: [8] [1200/2904] eta: 0:21:38 lr: 0.000505 loss: 0.2769 (0.2910) loss_rec_all: 0.3016 (0.3157) loss_rec_sfr: 0.4043 (0.4526) loss_cl: -0.2789 (-0.2782) time: 0.7461 data: 0.0002 max mem: 29860 [20:43:22.252189] Epoch: [8] [1220/2904] eta: 0:21:22 lr: 0.000505 loss: 0.2772 (0.2910) loss_rec_all: 0.3020 (0.3156) loss_rec_sfr: 0.4669 (0.4529) loss_cl: -0.2776 (-0.2781) time: 0.7460 data: 0.0002 max mem: 29860 [20:43:37.171082] Epoch: [8] [1240/2904] eta: 0:21:07 lr: 0.000506 loss: 0.2723 (0.2909) loss_rec_all: 0.2974 (0.3155) loss_rec_sfr: 0.4529 (0.4529) loss_cl: -0.2788 (-0.2782) time: 0.7459 data: 0.0002 max mem: 29860 [20:43:52.089503] Epoch: [8] [1260/2904] eta: 0:20:51 lr: 0.000506 loss: 0.2777 (0.2908) loss_rec_all: 0.3022 (0.3155) loss_rec_sfr: 0.4028 (0.4526) loss_cl: -0.2785 (-0.2782) time: 0.7459 data: 0.0002 max mem: 29860 [20:44:07.016012] Epoch: [8] [1280/2904] eta: 0:20:36 lr: 0.000506 loss: 0.2734 (0.2908) loss_rec_all: 0.2985 (0.3154) loss_rec_sfr: 0.4052 (0.4525) loss_cl: -0.2786 (-0.2782) time: 0.7463 data: 0.0002 max mem: 29860 [20:44:21.933191] Epoch: [8] [1300/2904] eta: 0:20:20 lr: 0.000507 loss: 0.2711 (0.2905) loss_rec_all: 0.2957 (0.3152) loss_rec_sfr: 0.4522 (0.4524) loss_cl: -0.2790 (-0.2782) time: 0.7458 data: 0.0002 max mem: 29860 [20:44:36.854042] Epoch: [8] [1320/2904] eta: 0:20:04 lr: 0.000507 loss: 0.2774 (0.2905) loss_rec_all: 0.3020 (0.3151) loss_rec_sfr: 0.4542 (0.4524) loss_cl: -0.2790 (-0.2782) time: 0.7460 data: 0.0002 max mem: 29860 [20:44:51.780639] Epoch: [8] [1340/2904] eta: 0:19:49 lr: 0.000508 loss: 0.2766 (0.2905) loss_rec_all: 0.3011 (0.3151) loss_rec_sfr: 0.4504 (0.4526) loss_cl: -0.2776 (-0.2782) time: 0.7463 data: 0.0002 max mem: 29860 [20:45:06.703289] Epoch: [8] [1360/2904] eta: 0:19:33 lr: 0.000508 loss: 0.2801 (0.2905) loss_rec_all: 0.3047 (0.3152) loss_rec_sfr: 0.4605 (0.4527) loss_cl: -0.2770 (-0.2782) time: 0.7461 data: 0.0002 max mem: 29860 [20:45:21.624688] Epoch: [8] [1380/2904] eta: 0:19:18 lr: 0.000509 loss: 0.2858 (0.2906) loss_rec_all: 0.3102 (0.3152) loss_rec_sfr: 0.3970 (0.4525) loss_cl: -0.2791 (-0.2782) time: 0.7460 data: 0.0002 max mem: 29860 [20:45:36.542521] Epoch: [8] [1400/2904] eta: 0:19:02 lr: 0.000509 loss: 0.2768 (0.2905) loss_rec_all: 0.3015 (0.3152) loss_rec_sfr: 0.4108 (0.4524) loss_cl: -0.2793 (-0.2782) time: 0.7459 data: 0.0002 max mem: 29860 [20:45:51.460479] Epoch: [8] [1420/2904] eta: 0:18:47 lr: 0.000509 loss: 0.2773 (0.2904) loss_rec_all: 0.3018 (0.3151) loss_rec_sfr: 0.4485 (0.4523) loss_cl: -0.2789 (-0.2782) time: 0.7459 data: 0.0002 max mem: 29860 [20:46:06.383067] Epoch: [8] [1440/2904] eta: 0:18:31 lr: 0.000510 loss: 0.2775 (0.2903) loss_rec_all: 0.3018 (0.3150) loss_rec_sfr: 0.4008 (0.4520) loss_cl: -0.2775 (-0.2782) time: 0.7461 data: 0.0002 max mem: 29860 [20:46:21.302502] Epoch: [8] [1460/2904] eta: 0:18:16 lr: 0.000510 loss: 0.2762 (0.2902) loss_rec_all: 0.3010 (0.3149) loss_rec_sfr: 0.4507 (0.4520) loss_cl: -0.2783 (-0.2782) time: 0.7459 data: 0.0002 max mem: 29860 [20:46:36.220761] Epoch: [8] [1480/2904] eta: 0:18:00 lr: 0.000511 loss: 0.2826 (0.2904) loss_rec_all: 0.3068 (0.3150) loss_rec_sfr: 0.4820 (0.4524) loss_cl: -0.2777 (-0.2782) time: 0.7459 data: 0.0002 max mem: 29860 [20:46:51.140856] Epoch: [8] [1500/2904] eta: 0:17:45 lr: 0.000511 loss: 0.2733 (0.2903) loss_rec_all: 0.2978 (0.3149) loss_rec_sfr: 0.4155 (0.4522) loss_cl: -0.2775 (-0.2781) time: 0.7460 data: 0.0002 max mem: 29860 [20:47:06.065002] Epoch: [8] [1520/2904] eta: 0:17:30 lr: 0.000511 loss: 0.2752 (0.2903) loss_rec_all: 0.2999 (0.3150) loss_rec_sfr: 0.4530 (0.4523) loss_cl: -0.2795 (-0.2782) time: 0.7462 data: 0.0002 max mem: 29860 [20:47:20.988062] Epoch: [8] [1540/2904] eta: 0:17:14 lr: 0.000512 loss: 0.2774 (0.2904) loss_rec_all: 0.3023 (0.3150) loss_rec_sfr: 0.4604 (0.4525) loss_cl: -0.2784 (-0.2782) time: 0.7461 data: 0.0002 max mem: 29860 [20:47:35.909829] Epoch: [8] [1560/2904] eta: 0:16:59 lr: 0.000512 loss: 0.2767 (0.2902) loss_rec_all: 0.3014 (0.3149) loss_rec_sfr: 0.4081 (0.4523) loss_cl: -0.2794 (-0.2782) time: 0.7460 data: 0.0002 max mem: 29860 [20:47:50.828882] Epoch: [8] [1580/2904] eta: 0:16:43 lr: 0.000513 loss: 0.2729 (0.2901) loss_rec_all: 0.2981 (0.3148) loss_rec_sfr: 0.4010 (0.4519) loss_cl: -0.2774 (-0.2782) time: 0.7459 data: 0.0002 max mem: 29860 [20:48:05.749518] Epoch: [8] [1600/2904] eta: 0:16:28 lr: 0.000513 loss: 0.2775 (0.2900) loss_rec_all: 0.3019 (0.3147) loss_rec_sfr: 0.4545 (0.4518) loss_cl: -0.2783 (-0.2782) time: 0.7460 data: 0.0002 max mem: 29860 [20:48:20.674373] Epoch: [8] [1620/2904] eta: 0:16:13 lr: 0.000513 loss: 0.2730 (0.2900) loss_rec_all: 0.2976 (0.3146) loss_rec_sfr: 0.4551 (0.4517) loss_cl: -0.2795 (-0.2782) time: 0.7462 data: 0.0002 max mem: 29860 [20:48:35.597085] Epoch: [8] [1640/2904] eta: 0:15:57 lr: 0.000514 loss: 0.2743 (0.2898) loss_rec_all: 0.2988 (0.3145) loss_rec_sfr: 0.4560 (0.4518) loss_cl: -0.2781 (-0.2782) time: 0.7461 data: 0.0002 max mem: 29860 [20:48:50.520105] Epoch: [8] [1660/2904] eta: 0:15:42 lr: 0.000514 loss: 0.2800 (0.2899) loss_rec_all: 0.3044 (0.3145) loss_rec_sfr: 0.4669 (0.4519) loss_cl: -0.2781 (-0.2782) time: 0.7461 data: 0.0002 max mem: 29860 [20:49:05.445019] Epoch: [8] [1680/2904] eta: 0:15:27 lr: 0.000515 loss: 0.2783 (0.2899) loss_rec_all: 0.3035 (0.3146) loss_rec_sfr: 0.4048 (0.4519) loss_cl: -0.2786 (-0.2782) time: 0.7462 data: 0.0002 max mem: 29860 [20:49:20.367747] Epoch: [8] [1700/2904] eta: 0:15:11 lr: 0.000515 loss: 0.2901 (0.2900) loss_rec_all: 0.3151 (0.3147) loss_rec_sfr: 0.4379 (0.4521) loss_cl: -0.2789 (-0.2782) time: 0.7461 data: 0.0002 max mem: 29860 [20:49:35.281960] Epoch: [8] [1720/2904] eta: 0:14:56 lr: 0.000516 loss: 0.2750 (0.2900) loss_rec_all: 0.3002 (0.3147) loss_rec_sfr: 0.4090 (0.4520) loss_cl: -0.2771 (-0.2782) time: 0.7457 data: 0.0002 max mem: 29860 [20:49:50.201885] Epoch: [8] [1740/2904] eta: 0:14:41 lr: 0.000516 loss: 0.2758 (0.2900) loss_rec_all: 0.3002 (0.3147) loss_rec_sfr: 0.4562 (0.4520) loss_cl: -0.2780 (-0.2782) time: 0.7460 data: 0.0002 max mem: 29860 [20:50:05.121184] Epoch: [8] [1760/2904] eta: 0:14:25 lr: 0.000516 loss: 0.2724 (0.2899) loss_rec_all: 0.2973 (0.3146) loss_rec_sfr: 0.4475 (0.4520) loss_cl: -0.2785 (-0.2782) time: 0.7459 data: 0.0002 max mem: 29860 [20:50:20.032390] Epoch: [8] [1780/2904] eta: 0:14:10 lr: 0.000517 loss: 0.2710 (0.2898) loss_rec_all: 0.2959 (0.3144) loss_rec_sfr: 0.4115 (0.4519) loss_cl: -0.2791 (-0.2782) time: 0.7455 data: 0.0002 max mem: 29860 [20:50:34.951025] Epoch: [8] [1800/2904] eta: 0:13:55 lr: 0.000517 loss: 0.2834 (0.2899) loss_rec_all: 0.3077 (0.3146) loss_rec_sfr: 0.4709 (0.4522) loss_cl: -0.2777 (-0.2782) time: 0.7459 data: 0.0002 max mem: 29860 [20:50:49.864728] Epoch: [8] [1820/2904] eta: 0:13:40 lr: 0.000518 loss: 0.2821 (0.2900) loss_rec_all: 0.3066 (0.3146) loss_rec_sfr: 0.4155 (0.4523) loss_cl: -0.2772 (-0.2782) time: 0.7456 data: 0.0002 max mem: 29860 [20:51:04.783510] Epoch: [8] [1840/2904] eta: 0:13:24 lr: 0.000518 loss: 0.2752 (0.2899) loss_rec_all: 0.2997 (0.3146) loss_rec_sfr: 0.4062 (0.4521) loss_cl: -0.2792 (-0.2782) time: 0.7459 data: 0.0002 max mem: 29860 [20:51:19.702834] Epoch: [8] [1860/2904] eta: 0:13:09 lr: 0.000518 loss: 0.2713 (0.2898) loss_rec_all: 0.2961 (0.3144) loss_rec_sfr: 0.4002 (0.4519) loss_cl: -0.2782 (-0.2782) time: 0.7459 data: 0.0002 max mem: 29860 [20:51:34.627094] Epoch: [8] [1880/2904] eta: 0:12:54 lr: 0.000519 loss: 0.2738 (0.2897) loss_rec_all: 0.2987 (0.3144) loss_rec_sfr: 0.4503 (0.4518) loss_cl: -0.2797 (-0.2782) time: 0.7462 data: 0.0002 max mem: 29860 [20:51:49.549275] Epoch: [8] [1900/2904] eta: 0:12:39 lr: 0.000519 loss: 0.2740 (0.2897) loss_rec_all: 0.2985 (0.3143) loss_rec_sfr: 0.4643 (0.4519) loss_cl: -0.2780 (-0.2782) time: 0.7461 data: 0.0002 max mem: 29860 [20:52:04.468684] Epoch: [8] [1920/2904] eta: 0:12:23 lr: 0.000520 loss: 0.2727 (0.2895) loss_rec_all: 0.2975 (0.3142) loss_rec_sfr: 0.4525 (0.4518) loss_cl: -0.2780 (-0.2782) time: 0.7459 data: 0.0002 max mem: 29860 [20:52:19.384551] Epoch: [8] [1940/2904] eta: 0:12:08 lr: 0.000520 loss: 0.2744 (0.2896) loss_rec_all: 0.2994 (0.3142) loss_rec_sfr: 0.4607 (0.4520) loss_cl: -0.2782 (-0.2782) time: 0.7458 data: 0.0002 max mem: 29860 [20:52:34.299906] Epoch: [8] [1960/2904] eta: 0:11:53 lr: 0.000520 loss: 0.2762 (0.2895) loss_rec_all: 0.3010 (0.3142) loss_rec_sfr: 0.4020 (0.4518) loss_cl: -0.2787 (-0.2782) time: 0.7457 data: 0.0002 max mem: 29860 [20:52:49.214102] Epoch: [8] [1980/2904] eta: 0:11:38 lr: 0.000521 loss: 0.2767 (0.2895) loss_rec_all: 0.3015 (0.3141) loss_rec_sfr: 0.4103 (0.4516) loss_cl: -0.2776 (-0.2782) time: 0.7457 data: 0.0002 max mem: 29860 [20:53:04.133159] Epoch: [8] [2000/2904] eta: 0:11:23 lr: 0.000521 loss: 0.2760 (0.2894) loss_rec_all: 0.3013 (0.3141) loss_rec_sfr: 0.3978 (0.4514) loss_cl: -0.2791 (-0.2782) time: 0.7459 data: 0.0002 max mem: 29860 [20:53:19.056366] Epoch: [8] [2020/2904] eta: 0:11:07 lr: 0.000522 loss: 0.2752 (0.2893) loss_rec_all: 0.2997 (0.3140) loss_rec_sfr: 0.4536 (0.4513) loss_cl: -0.2780 (-0.2782) time: 0.7461 data: 0.0002 max mem: 29860 [20:53:33.974340] Epoch: [8] [2040/2904] eta: 0:10:52 lr: 0.000522 loss: 0.2747 (0.2893) loss_rec_all: 0.2997 (0.3140) loss_rec_sfr: 0.4652 (0.4514) loss_cl: -0.2784 (-0.2782) time: 0.7459 data: 0.0002 max mem: 29860 [20:53:48.897069] Epoch: [8] [2060/2904] eta: 0:10:37 lr: 0.000523 loss: 0.2733 (0.2892) loss_rec_all: 0.2986 (0.3139) loss_rec_sfr: 0.4007 (0.4512) loss_cl: -0.2784 (-0.2782) time: 0.7461 data: 0.0002 max mem: 29860 [20:54:03.813712] Epoch: [8] [2080/2904] eta: 0:10:22 lr: 0.000523 loss: 0.2796 (0.2893) loss_rec_all: 0.3046 (0.3140) loss_rec_sfr: 0.4399 (0.4514) loss_cl: -0.2780 (-0.2782) time: 0.7458 data: 0.0002 max mem: 29860 [20:54:18.736326] Epoch: [8] [2100/2904] eta: 0:10:07 lr: 0.000523 loss: 0.2864 (0.2894) loss_rec_all: 0.3111 (0.3141) loss_rec_sfr: 0.4518 (0.4516) loss_cl: -0.2772 (-0.2782) time: 0.7461 data: 0.0002 max mem: 29860 [20:54:33.655656] Epoch: [8] [2120/2904] eta: 0:09:51 lr: 0.000524 loss: 0.2750 (0.2894) loss_rec_all: 0.2993 (0.3141) loss_rec_sfr: 0.3981 (0.4514) loss_cl: -0.2788 (-0.2782) time: 0.7459 data: 0.0002 max mem: 29860 [20:54:48.579479] Epoch: [8] [2140/2904] eta: 0:09:36 lr: 0.000524 loss: 0.2738 (0.2893) loss_rec_all: 0.2985 (0.3140) loss_rec_sfr: 0.3994 (0.4512) loss_cl: -0.2787 (-0.2782) time: 0.7462 data: 0.0002 max mem: 29860 [20:55:03.503182] Epoch: [8] [2160/2904] eta: 0:09:21 lr: 0.000525 loss: 0.2735 (0.2892) loss_rec_all: 0.2979 (0.3139) loss_rec_sfr: 0.4017 (0.4509) loss_cl: -0.2780 (-0.2782) time: 0.7461 data: 0.0002 max mem: 29860 [20:55:18.421124] Epoch: [8] [2180/2904] eta: 0:09:06 lr: 0.000525 loss: 0.2690 (0.2891) loss_rec_all: 0.2939 (0.3138) loss_rec_sfr: 0.3967 (0.4507) loss_cl: -0.2778 (-0.2782) time: 0.7459 data: 0.0002 max mem: 29860 [20:55:33.335398] Epoch: [8] [2200/2904] eta: 0:08:51 lr: 0.000525 loss: 0.2729 (0.2890) loss_rec_all: 0.2975 (0.3137) loss_rec_sfr: 0.3996 (0.4506) loss_cl: -0.2793 (-0.2782) time: 0.7457 data: 0.0002 max mem: 29860 [20:55:48.252602] Epoch: [8] [2220/2904] eta: 0:08:36 lr: 0.000526 loss: 0.2796 (0.2891) loss_rec_all: 0.3048 (0.3138) loss_rec_sfr: 0.4747 (0.4508) loss_cl: -0.2781 (-0.2782) time: 0.7458 data: 0.0002 max mem: 29860 [20:56:03.169430] Epoch: [8] [2240/2904] eta: 0:08:21 lr: 0.000526 loss: 0.2717 (0.2890) loss_rec_all: 0.2967 (0.3136) loss_rec_sfr: 0.4524 (0.4507) loss_cl: -0.2784 (-0.2782) time: 0.7458 data: 0.0002 max mem: 29860 [20:56:18.085042] Epoch: [8] [2260/2904] eta: 0:08:05 lr: 0.000527 loss: 0.2752 (0.2889) loss_rec_all: 0.3004 (0.3136) loss_rec_sfr: 0.3917 (0.4505) loss_cl: -0.2783 (-0.2782) time: 0.7457 data: 0.0002 max mem: 29860 [20:56:32.998800] Epoch: [8] [2280/2904] eta: 0:07:50 lr: 0.000527 loss: 0.2757 (0.2889) loss_rec_all: 0.3003 (0.3135) loss_rec_sfr: 0.4073 (0.4504) loss_cl: -0.2792 (-0.2782) time: 0.7456 data: 0.0002 max mem: 29860 [20:56:47.912221] Epoch: [8] [2300/2904] eta: 0:07:35 lr: 0.000528 loss: 0.2743 (0.2888) loss_rec_all: 0.2996 (0.3135) loss_rec_sfr: 0.3882 (0.4502) loss_cl: -0.2797 (-0.2782) time: 0.7456 data: 0.0002 max mem: 29860 [20:57:02.834050] Epoch: [8] [2320/2904] eta: 0:07:20 lr: 0.000528 loss: 0.2705 (0.2888) loss_rec_all: 0.2951 (0.3135) loss_rec_sfr: 0.4088 (0.4502) loss_cl: -0.2796 (-0.2782) time: 0.7461 data: 0.0002 max mem: 29860 [20:57:17.757785] Epoch: [8] [2340/2904] eta: 0:07:05 lr: 0.000528 loss: 0.2722 (0.2887) loss_rec_all: 0.2968 (0.3133) loss_rec_sfr: 0.4000 (0.4500) loss_cl: -0.2782 (-0.2782) time: 0.7461 data: 0.0002 max mem: 29860 [20:57:32.679740] Epoch: [8] [2360/2904] eta: 0:06:50 lr: 0.000529 loss: 0.2689 (0.2886) loss_rec_all: 0.2936 (0.3132) loss_rec_sfr: 0.4549 (0.4499) loss_cl: -0.2781 (-0.2782) time: 0.7461 data: 0.0002 max mem: 29860 [20:57:47.597072] Epoch: [8] [2380/2904] eta: 0:06:35 lr: 0.000529 loss: 0.2734 (0.2886) loss_rec_all: 0.2987 (0.3132) loss_rec_sfr: 0.4306 (0.4500) loss_cl: -0.2791 (-0.2782) time: 0.7458 data: 0.0002 max mem: 29860 [20:58:02.514183] Epoch: [8] [2400/2904] eta: 0:06:20 lr: 0.000530 loss: 0.2754 (0.2885) loss_rec_all: 0.3001 (0.3132) loss_rec_sfr: 0.4199 (0.4500) loss_cl: -0.2794 (-0.2782) time: 0.7458 data: 0.0002 max mem: 29860 [20:58:17.432288] Epoch: [8] [2420/2904] eta: 0:06:04 lr: 0.000530 loss: 0.2727 (0.2885) loss_rec_all: 0.2974 (0.3132) loss_rec_sfr: 0.4111 (0.4500) loss_cl: -0.2786 (-0.2782) time: 0.7459 data: 0.0002 max mem: 29860 [20:58:32.348951] Epoch: [8] [2440/2904] eta: 0:05:49 lr: 0.000530 loss: 0.2714 (0.2884) loss_rec_all: 0.2959 (0.3131) loss_rec_sfr: 0.4383 (0.4499) loss_cl: -0.2780 (-0.2782) time: 0.7458 data: 0.0002 max mem: 29860 [20:58:47.265618] Epoch: [8] [2460/2904] eta: 0:05:34 lr: 0.000531 loss: 0.2790 (0.2884) loss_rec_all: 0.3042 (0.3131) loss_rec_sfr: 0.4634 (0.4500) loss_cl: -0.2779 (-0.2782) time: 0.7458 data: 0.0002 max mem: 29860 [20:59:02.181783] Epoch: [8] [2480/2904] eta: 0:05:19 lr: 0.000531 loss: 0.2666 (0.2883) loss_rec_all: 0.2917 (0.3130) loss_rec_sfr: 0.4404 (0.4499) loss_cl: -0.2790 (-0.2782) time: 0.7458 data: 0.0002 max mem: 29860 [20:59:17.099508] Epoch: [8] [2500/2904] eta: 0:05:04 lr: 0.000532 loss: 0.2738 (0.2883) loss_rec_all: 0.2986 (0.3130) loss_rec_sfr: 0.4458 (0.4500) loss_cl: -0.2793 (-0.2782) time: 0.7459 data: 0.0002 max mem: 29860 [20:59:32.022155] Epoch: [8] [2520/2904] eta: 0:04:49 lr: 0.000532 loss: 0.2786 (0.2884) loss_rec_all: 0.3035 (0.3130) loss_rec_sfr: 0.4518 (0.4501) loss_cl: -0.2774 (-0.2782) time: 0.7461 data: 0.0002 max mem: 29860 [20:59:46.943308] Epoch: [8] [2540/2904] eta: 0:04:34 lr: 0.000532 loss: 0.2733 (0.2883) loss_rec_all: 0.2978 (0.3130) loss_rec_sfr: 0.3996 (0.4498) loss_cl: -0.2785 (-0.2782) time: 0.7460 data: 0.0002 max mem: 29860 [21:00:01.866234] Epoch: [8] [2560/2904] eta: 0:04:19 lr: 0.000533 loss: 0.2719 (0.2882) loss_rec_all: 0.2968 (0.3129) loss_rec_sfr: 0.4421 (0.4497) loss_cl: -0.2784 (-0.2782) time: 0.7461 data: 0.0002 max mem: 29860 [21:00:16.791197] Epoch: [8] [2580/2904] eta: 0:04:04 lr: 0.000533 loss: 0.2921 (0.2883) loss_rec_all: 0.3174 (0.3129) loss_rec_sfr: 0.4272 (0.4498) loss_cl: -0.2779 (-0.2782) time: 0.7462 data: 0.0002 max mem: 29860 [21:00:31.712983] Epoch: [8] [2600/2904] eta: 0:03:49 lr: 0.000534 loss: 0.2703 (0.2881) loss_rec_all: 0.2952 (0.3128) loss_rec_sfr: 0.4003 (0.4495) loss_cl: -0.2785 (-0.2782) time: 0.7461 data: 0.0002 max mem: 29860 [21:00:46.627906] Epoch: [8] [2620/2904] eta: 0:03:33 lr: 0.000534 loss: 0.2678 (0.2880) loss_rec_all: 0.2924 (0.3127) loss_rec_sfr: 0.3838 (0.4492) loss_cl: -0.2794 (-0.2782) time: 0.7457 data: 0.0002 max mem: 29860 [21:01:01.543702] Epoch: [8] [2640/2904] eta: 0:03:18 lr: 0.000535 loss: 0.2685 (0.2879) loss_rec_all: 0.2935 (0.3126) loss_rec_sfr: 0.4342 (0.4492) loss_cl: -0.2780 (-0.2782) time: 0.7458 data: 0.0002 max mem: 29860 [21:01:16.455466] Epoch: [8] [2660/2904] eta: 0:03:03 lr: 0.000535 loss: 0.2711 (0.2879) loss_rec_all: 0.2958 (0.3126) loss_rec_sfr: 0.3995 (0.4492) loss_cl: -0.2785 (-0.2782) time: 0.7456 data: 0.0002 max mem: 29860 [21:01:31.366080] Epoch: [8] [2680/2904] eta: 0:02:48 lr: 0.000535 loss: 0.2740 (0.2879) loss_rec_all: 0.2991 (0.3125) loss_rec_sfr: 0.4473 (0.4492) loss_cl: -0.2784 (-0.2782) time: 0.7455 data: 0.0002 max mem: 29860 [21:01:46.284000] Epoch: [8] [2700/2904] eta: 0:02:33 lr: 0.000536 loss: 0.2683 (0.2878) loss_rec_all: 0.2934 (0.3124) loss_rec_sfr: 0.4054 (0.4490) loss_cl: -0.2789 (-0.2782) time: 0.7459 data: 0.0002 max mem: 29860 [21:02:01.203836] Epoch: [8] [2720/2904] eta: 0:02:18 lr: 0.000536 loss: 0.2726 (0.2877) loss_rec_all: 0.2977 (0.3124) loss_rec_sfr: 0.4444 (0.4490) loss_cl: -0.2781 (-0.2782) time: 0.7460 data: 0.0002 max mem: 29860 [21:02:16.120950] Epoch: [8] [2740/2904] eta: 0:02:03 lr: 0.000537 loss: 0.2750 (0.2878) loss_rec_all: 0.3003 (0.3125) loss_rec_sfr: 0.4575 (0.4492) loss_cl: -0.2785 (-0.2782) time: 0.7458 data: 0.0002 max mem: 29860 [21:02:31.041018] Epoch: [8] [2760/2904] eta: 0:01:48 lr: 0.000537 loss: 0.2713 (0.2878) loss_rec_all: 0.2965 (0.3124) loss_rec_sfr: 0.4567 (0.4492) loss_cl: -0.2783 (-0.2782) time: 0.7460 data: 0.0002 max mem: 29860 [21:02:45.960171] Epoch: [8] [2780/2904] eta: 0:01:33 lr: 0.000537 loss: 0.2724 (0.2877) loss_rec_all: 0.2974 (0.3124) loss_rec_sfr: 0.4053 (0.4492) loss_cl: -0.2769 (-0.2782) time: 0.7459 data: 0.0002 max mem: 29860 [21:03:00.880277] Epoch: [8] [2800/2904] eta: 0:01:18 lr: 0.000538 loss: 0.2738 (0.2877) loss_rec_all: 0.2984 (0.3124) loss_rec_sfr: 0.4097 (0.4492) loss_cl: -0.2781 (-0.2782) time: 0.7460 data: 0.0002 max mem: 29860 [21:03:15.799491] Epoch: [8] [2820/2904] eta: 0:01:03 lr: 0.000538 loss: 0.2780 (0.2877) loss_rec_all: 0.3033 (0.3124) loss_rec_sfr: 0.4009 (0.4491) loss_cl: -0.2789 (-0.2782) time: 0.7459 data: 0.0002 max mem: 29860 [21:03:30.750293] Epoch: [8] [2840/2904] eta: 0:00:48 lr: 0.000539 loss: 0.2749 (0.2877) loss_rec_all: 0.3001 (0.3124) loss_rec_sfr: 0.3978 (0.4491) loss_cl: -0.2785 (-0.2782) time: 0.7475 data: 0.0023 max mem: 29860 [21:03:45.653295] Epoch: [8] [2860/2904] eta: 0:00:33 lr: 0.000539 loss: 0.2752 (0.2877) loss_rec_all: 0.3001 (0.3124) loss_rec_sfr: 0.4476 (0.4491) loss_cl: -0.2777 (-0.2782) time: 0.7451 data: 0.0001 max mem: 29860 [21:04:00.554780] Epoch: [8] [2880/2904] eta: 0:00:18 lr: 0.000540 loss: 0.2734 (0.2877) loss_rec_all: 0.2978 (0.3124) loss_rec_sfr: 0.4503 (0.4491) loss_cl: -0.2790 (-0.2782) time: 0.7450 data: 0.0001 max mem: 29860 [21:04:15.457682] Epoch: [8] [2900/2904] eta: 0:00:03 lr: 0.000540 loss: 0.2788 (0.2877) loss_rec_all: 0.3035 (0.3124) loss_rec_sfr: 0.4474 (0.4492) loss_cl: -0.2780 (-0.2782) time: 0.7451 data: 0.0001 max mem: 29860 [21:04:17.700538] Epoch: [8] [2903/2904] eta: 0:00:00 lr: 0.000540 loss: 0.2773 (0.2877) loss_rec_all: 0.3025 (0.3124) loss_rec_sfr: 0.4489 (0.4492) loss_cl: -0.2780 (-0.2782) time: 0.7450 data: 0.0001 max mem: 29860 [21:04:19.776633] Epoch: [8] Total time: 0:36:27 (0.7534 s / it) [21:04:19.778068] Averaged stats: lr: 0.000540 loss: 0.2773 (0.2897) loss_rec_all: 0.3025 (0.3120) loss_rec_sfr: 0.4489 (0.4482) loss_cl: -0.2780 (-0.2547) [21:04:19.782854] log_dir: ./checkpoint/VF2_ViT-B [21:04:37.263895] Epoch: [9] [ 0/2904] eta: 14:06:02 lr: 0.000540 loss: 0.2714 (0.2714) loss_rec_all: 0.2959 (0.2959) loss_rec_sfr: 0.4629 (0.4629) loss_cl: -0.2774 (-0.2774) time: 17.4804 data: 15.5959 max mem: 29860 [21:04:52.171647] Epoch: [9] [ 20/2904] eta: 1:14:07 lr: 0.000540 loss: 0.2701 (0.2796) loss_rec_all: 0.2943 (0.3042) loss_rec_sfr: 0.4519 (0.4440) loss_cl: -0.2771 (-0.2771) time: 0.7453 data: 0.0002 max mem: 29860 [21:05:07.065419] Epoch: [9] [ 40/2904] eta: 0:55:02 lr: 0.000541 loss: 0.2723 (0.2772) loss_rec_all: 0.2975 (0.3020) loss_rec_sfr: 0.4471 (0.4365) loss_cl: -0.2798 (-0.2784) time: 0.7447 data: 0.0002 max mem: 29860 [21:05:21.977727] Epoch: [9] [ 60/2904] eta: 0:48:19 lr: 0.000541 loss: 0.2680 (0.2751) loss_rec_all: 0.2928 (0.2999) loss_rec_sfr: 0.4050 (0.4315) loss_cl: -0.2787 (-0.2784) time: 0.7456 data: 0.0002 max mem: 29860 [21:05:36.899918] Epoch: [9] [ 80/2904] eta: 0:44:48 lr: 0.000542 loss: 0.2731 (0.2759) loss_rec_all: 0.2982 (0.3007) loss_rec_sfr: 0.4105 (0.4325) loss_cl: -0.2783 (-0.2783) time: 0.7461 data: 0.0002 max mem: 29860 [21:05:51.845894] Epoch: [9] [ 100/2904] eta: 0:42:35 lr: 0.000542 loss: 0.2711 (0.2774) loss_rec_all: 0.2961 (0.3022) loss_rec_sfr: 0.4066 (0.4336) loss_cl: -0.2780 (-0.2783) time: 0.7472 data: 0.0003 max mem: 29860 [21:06:06.787429] Epoch: [9] [ 120/2904] eta: 0:41:01 lr: 0.000542 loss: 0.2748 (0.2798) loss_rec_all: 0.2995 (0.3046) loss_rec_sfr: 0.4415 (0.4381) loss_cl: -0.2792 (-0.2783) time: 0.7470 data: 0.0003 max mem: 29860 [21:06:21.727953] Epoch: [9] [ 140/2904] eta: 0:39:50 lr: 0.000543 loss: 0.2745 (0.2798) loss_rec_all: 0.2991 (0.3046) loss_rec_sfr: 0.4486 (0.4389) loss_cl: -0.2787 (-0.2783) time: 0.7469 data: 0.0002 max mem: 29860 [21:06:36.695286] Epoch: [9] [ 160/2904] eta: 0:38:53 lr: 0.000543 loss: 0.2709 (0.2793) loss_rec_all: 0.2956 (0.3040) loss_rec_sfr: 0.4539 (0.4385) loss_cl: -0.2786 (-0.2784) time: 0.7483 data: 0.0003 max mem: 29860 [21:06:51.653623] Epoch: [9] [ 180/2904] eta: 0:38:05 lr: 0.000544 loss: 0.2694 (0.2798) loss_rec_all: 0.2946 (0.3046) loss_rec_sfr: 0.3928 (0.4388) loss_cl: -0.2777 (-0.2782) time: 0.7479 data: 0.0003 max mem: 29860 [21:07:06.640797] Epoch: [9] [ 200/2904] eta: 0:37:24 lr: 0.000544 loss: 0.2718 (0.2800) loss_rec_all: 0.2970 (0.3047) loss_rec_sfr: 0.3808 (0.4373) loss_cl: -0.2789 (-0.2783) time: 0.7493 data: 0.0002 max mem: 29860 [21:07:21.594324] Epoch: [9] [ 220/2904] eta: 0:36:47 lr: 0.000545 loss: 0.2748 (0.2796) loss_rec_all: 0.2999 (0.3044) loss_rec_sfr: 0.3968 (0.4362) loss_cl: -0.2789 (-0.2783) time: 0.7476 data: 0.0002 max mem: 29860 [21:07:36.537758] Epoch: [9] [ 240/2904] eta: 0:36:14 lr: 0.000545 loss: 0.2734 (0.2801) loss_rec_all: 0.2985 (0.3049) loss_rec_sfr: 0.4555 (0.4377) loss_cl: -0.2786 (-0.2783) time: 0.7471 data: 0.0002 max mem: 29860 [21:07:51.531933] Epoch: [9] [ 260/2904] eta: 0:35:44 lr: 0.000545 loss: 0.2801 (0.2812) loss_rec_all: 0.3044 (0.3060) loss_rec_sfr: 0.4559 (0.4396) loss_cl: -0.2776 (-0.2783) time: 0.7497 data: 0.0002 max mem: 29860 [21:08:06.460942] Epoch: [9] [ 280/2904] eta: 0:35:16 lr: 0.000546 loss: 0.2732 (0.2814) loss_rec_all: 0.2976 (0.3061) loss_rec_sfr: 0.4373 (0.4402) loss_cl: -0.2786 (-0.2783) time: 0.7464 data: 0.0002 max mem: 29860 [21:08:21.386690] Epoch: [9] [ 300/2904] eta: 0:34:49 lr: 0.000546 loss: 0.2648 (0.2807) loss_rec_all: 0.2898 (0.3054) loss_rec_sfr: 0.4437 (0.4394) loss_cl: -0.2785 (-0.2783) time: 0.7462 data: 0.0002 max mem: 29860 [21:08:36.313817] Epoch: [9] [ 320/2904] eta: 0:34:24 lr: 0.000547 loss: 0.2694 (0.2802) loss_rec_all: 0.2946 (0.3049) loss_rec_sfr: 0.4073 (0.4386) loss_cl: -0.2775 (-0.2783) time: 0.7463 data: 0.0002 max mem: 29860 [21:08:51.241552] Epoch: [9] [ 340/2904] eta: 0:34:00 lr: 0.000547 loss: 0.2673 (0.2803) loss_rec_all: 0.2927 (0.3051) loss_rec_sfr: 0.3999 (0.4385) loss_cl: -0.2807 (-0.2783) time: 0.7463 data: 0.0002 max mem: 29860 [21:09:06.165349] Epoch: [9] [ 360/2904] eta: 0:33:38 lr: 0.000547 loss: 0.2700 (0.2804) loss_rec_all: 0.2947 (0.3052) loss_rec_sfr: 0.4267 (0.4385) loss_cl: -0.2786 (-0.2783) time: 0.7461 data: 0.0002 max mem: 29860 [21:09:21.087723] Epoch: [9] [ 380/2904] eta: 0:33:15 lr: 0.000548 loss: 0.2704 (0.2809) loss_rec_all: 0.2951 (0.3057) loss_rec_sfr: 0.4411 (0.4398) loss_cl: -0.2783 (-0.2783) time: 0.7461 data: 0.0002 max mem: 29860 [21:09:36.010221] Epoch: [9] [ 400/2904] eta: 0:32:54 lr: 0.000548 loss: 0.2742 (0.2809) loss_rec_all: 0.2984 (0.3056) loss_rec_sfr: 0.4689 (0.4408) loss_cl: -0.2785 (-0.2783) time: 0.7461 data: 0.0002 max mem: 29860 [21:09:50.930651] Epoch: [9] [ 420/2904] eta: 0:32:33 lr: 0.000549 loss: 0.2712 (0.2810) loss_rec_all: 0.2965 (0.3057) loss_rec_sfr: 0.4532 (0.4414) loss_cl: -0.2791 (-0.2783) time: 0.7460 data: 0.0002 max mem: 29860 [21:10:05.848361] Epoch: [9] [ 440/2904] eta: 0:32:13 lr: 0.000549 loss: 0.2709 (0.2807) loss_rec_all: 0.2951 (0.3055) loss_rec_sfr: 0.3810 (0.4394) loss_cl: -0.2774 (-0.2782) time: 0.7458 data: 0.0002 max mem: 29860 [21:10:20.769909] Epoch: [9] [ 460/2904] eta: 0:31:53 lr: 0.000550 loss: 0.2720 (0.2807) loss_rec_all: 0.2969 (0.3055) loss_rec_sfr: 0.4346 (0.4393) loss_cl: -0.2796 (-0.2783) time: 0.7460 data: 0.0002 max mem: 29860 [21:10:35.688110] Epoch: [9] [ 480/2904] eta: 0:31:34 lr: 0.000550 loss: 0.2682 (0.2807) loss_rec_all: 0.2933 (0.3055) loss_rec_sfr: 0.4057 (0.4391) loss_cl: -0.2793 (-0.2783) time: 0.7459 data: 0.0002 max mem: 29860 [21:10:50.613943] Epoch: [9] [ 500/2904] eta: 0:31:15 lr: 0.000550 loss: 0.2761 (0.2816) loss_rec_all: 0.3008 (0.3063) loss_rec_sfr: 0.4582 (0.4413) loss_cl: -0.2775 (-0.2783) time: 0.7463 data: 0.0002 max mem: 29860 [21:11:05.538623] Epoch: [9] [ 520/2904] eta: 0:30:56 lr: 0.000551 loss: 0.2727 (0.2818) loss_rec_all: 0.2970 (0.3065) loss_rec_sfr: 0.3800 (0.4409) loss_cl: -0.2791 (-0.2783) time: 0.7462 data: 0.0002 max mem: 29860 [21:11:20.460057] Epoch: [9] [ 540/2904] eta: 0:30:38 lr: 0.000551 loss: 0.2686 (0.2818) loss_rec_all: 0.2939 (0.3066) loss_rec_sfr: 0.4531 (0.4415) loss_cl: -0.2782 (-0.2783) time: 0.7460 data: 0.0002 max mem: 29860 [21:11:35.376324] Epoch: [9] [ 560/2904] eta: 0:30:19 lr: 0.000552 loss: 0.2736 (0.2819) loss_rec_all: 0.2985 (0.3066) loss_rec_sfr: 0.4106 (0.4416) loss_cl: -0.2772 (-0.2782) time: 0.7458 data: 0.0002 max mem: 29860 [21:11:50.293224] Epoch: [9] [ 580/2904] eta: 0:30:01 lr: 0.000552 loss: 0.2771 (0.2819) loss_rec_all: 0.3017 (0.3067) loss_rec_sfr: 0.4010 (0.4414) loss_cl: -0.2779 (-0.2782) time: 0.7458 data: 0.0002 max mem: 29860 [21:12:05.212634] Epoch: [9] [ 600/2904] eta: 0:29:44 lr: 0.000552 loss: 0.2707 (0.2818) loss_rec_all: 0.2952 (0.3065) loss_rec_sfr: 0.4339 (0.4415) loss_cl: -0.2781 (-0.2782) time: 0.7459 data: 0.0002 max mem: 29860 [21:12:20.132782] Epoch: [9] [ 620/2904] eta: 0:29:26 lr: 0.000553 loss: 0.2688 (0.2815) loss_rec_all: 0.2936 (0.3062) loss_rec_sfr: 0.3995 (0.4408) loss_cl: -0.2791 (-0.2782) time: 0.7460 data: 0.0002 max mem: 29860 [21:12:35.058516] Epoch: [9] [ 640/2904] eta: 0:29:09 lr: 0.000553 loss: 0.2691 (0.2815) loss_rec_all: 0.2944 (0.3063) loss_rec_sfr: 0.4344 (0.4412) loss_cl: -0.2785 (-0.2783) time: 0.7462 data: 0.0002 max mem: 29860 [21:12:49.974352] Epoch: [9] [ 660/2904] eta: 0:28:51 lr: 0.000554 loss: 0.2703 (0.2816) loss_rec_all: 0.2949 (0.3064) loss_rec_sfr: 0.4123 (0.4415) loss_cl: -0.2781 (-0.2783) time: 0.7458 data: 0.0002 max mem: 29860 [21:13:04.889039] Epoch: [9] [ 680/2904] eta: 0:28:34 lr: 0.000554 loss: 0.2740 (0.2818) loss_rec_all: 0.2992 (0.3065) loss_rec_sfr: 0.3965 (0.4414) loss_cl: -0.2773 (-0.2782) time: 0.7457 data: 0.0002 max mem: 29860 [21:13:19.807736] Epoch: [9] [ 700/2904] eta: 0:28:17 lr: 0.000554 loss: 0.2832 (0.2822) loss_rec_all: 0.3082 (0.3070) loss_rec_sfr: 0.4410 (0.4421) loss_cl: -0.2780 (-0.2782) time: 0.7459 data: 0.0002 max mem: 29860 [21:13:34.721277] Epoch: [9] [ 720/2904] eta: 0:28:00 lr: 0.000555 loss: 0.2695 (0.2823) loss_rec_all: 0.2944 (0.3070) loss_rec_sfr: 0.4435 (0.4424) loss_cl: -0.2784 (-0.2782) time: 0.7456 data: 0.0002 max mem: 29860 [21:13:49.635558] Epoch: [9] [ 740/2904] eta: 0:27:44 lr: 0.000555 loss: 0.2647 (0.2820) loss_rec_all: 0.2903 (0.3068) loss_rec_sfr: 0.4013 (0.4418) loss_cl: -0.2792 (-0.2782) time: 0.7457 data: 0.0002 max mem: 29860 [21:14:04.553026] Epoch: [9] [ 760/2904] eta: 0:27:27 lr: 0.000556 loss: 0.2734 (0.2821) loss_rec_all: 0.2978 (0.3068) loss_rec_sfr: 0.4315 (0.4421) loss_cl: -0.2787 (-0.2782) time: 0.7458 data: 0.0002 max mem: 29860 [21:14:19.468624] Epoch: [9] [ 780/2904] eta: 0:27:10 lr: 0.000556 loss: 0.2700 (0.2821) loss_rec_all: 0.2949 (0.3068) loss_rec_sfr: 0.3979 (0.4421) loss_cl: -0.2770 (-0.2782) time: 0.7457 data: 0.0002 max mem: 29860 [21:14:34.378363] Epoch: [9] [ 800/2904] eta: 0:26:54 lr: 0.000557 loss: 0.2713 (0.2820) loss_rec_all: 0.2963 (0.3067) loss_rec_sfr: 0.4477 (0.4423) loss_cl: -0.2779 (-0.2782) time: 0.7454 data: 0.0002 max mem: 29860 [21:14:49.294018] Epoch: [9] [ 820/2904] eta: 0:26:37 lr: 0.000557 loss: 0.2728 (0.2821) loss_rec_all: 0.2980 (0.3068) loss_rec_sfr: 0.4023 (0.4422) loss_cl: -0.2790 (-0.2782) time: 0.7457 data: 0.0002 max mem: 29860 [21:15:04.215417] Epoch: [9] [ 840/2904] eta: 0:26:21 lr: 0.000557 loss: 0.2642 (0.2820) loss_rec_all: 0.2893 (0.3067) loss_rec_sfr: 0.3929 (0.4419) loss_cl: -0.2787 (-0.2782) time: 0.7460 data: 0.0002 max mem: 29860 [21:15:19.138966] Epoch: [9] [ 860/2904] eta: 0:26:05 lr: 0.000558 loss: 0.2661 (0.2817) loss_rec_all: 0.2907 (0.3065) loss_rec_sfr: 0.4518 (0.4419) loss_cl: -0.2785 (-0.2782) time: 0.7461 data: 0.0002 max mem: 29860 [21:15:34.079430] Epoch: [9] [ 880/2904] eta: 0:25:49 lr: 0.000558 loss: 0.2683 (0.2818) loss_rec_all: 0.2935 (0.3065) loss_rec_sfr: 0.3983 (0.4417) loss_cl: -0.2771 (-0.2782) time: 0.7470 data: 0.0002 max mem: 29860 [21:15:49.034773] Epoch: [9] [ 900/2904] eta: 0:25:32 lr: 0.000559 loss: 0.2661 (0.2816) loss_rec_all: 0.2909 (0.3063) loss_rec_sfr: 0.4347 (0.4415) loss_cl: -0.2786 (-0.2782) time: 0.7477 data: 0.0003 max mem: 29860 [21:16:03.977281] Epoch: [9] [ 920/2904] eta: 0:25:16 lr: 0.000559 loss: 0.2659 (0.2816) loss_rec_all: 0.2906 (0.3063) loss_rec_sfr: 0.3844 (0.4412) loss_cl: -0.2786 (-0.2782) time: 0.7471 data: 0.0003 max mem: 29860 [21:16:18.914529] Epoch: [9] [ 940/2904] eta: 0:25:00 lr: 0.000559 loss: 0.2710 (0.2814) loss_rec_all: 0.2956 (0.3061) loss_rec_sfr: 0.3872 (0.4405) loss_cl: -0.2793 (-0.2782) time: 0.7468 data: 0.0003 max mem: 29860 [21:16:33.863313] Epoch: [9] [ 960/2904] eta: 0:24:44 lr: 0.000560 loss: 0.2695 (0.2814) loss_rec_all: 0.2942 (0.3061) loss_rec_sfr: 0.3947 (0.4404) loss_cl: -0.2780 (-0.2782) time: 0.7474 data: 0.0002 max mem: 29860 [21:16:48.796706] Epoch: [9] [ 980/2904] eta: 0:24:28 lr: 0.000560 loss: 0.2685 (0.2814) loss_rec_all: 0.2939 (0.3061) loss_rec_sfr: 0.4314 (0.4405) loss_cl: -0.2787 (-0.2782) time: 0.7466 data: 0.0003 max mem: 29860 [21:17:03.748491] Epoch: [9] [1000/2904] eta: 0:24:13 lr: 0.000561 loss: 0.2718 (0.2816) loss_rec_all: 0.2963 (0.3064) loss_rec_sfr: 0.4385 (0.4410) loss_cl: -0.2788 (-0.2782) time: 0.7475 data: 0.0002 max mem: 29860 [21:17:18.693934] Epoch: [9] [1020/2904] eta: 0:23:57 lr: 0.000561 loss: 0.2700 (0.2814) loss_rec_all: 0.2950 (0.3062) loss_rec_sfr: 0.4370 (0.4408) loss_cl: -0.2783 (-0.2782) time: 0.7472 data: 0.0002 max mem: 29860 [21:17:33.615155] Epoch: [9] [1040/2904] eta: 0:23:41 lr: 0.000561 loss: 0.2700 (0.2814) loss_rec_all: 0.2948 (0.3062) loss_rec_sfr: 0.3863 (0.4407) loss_cl: -0.2788 (-0.2782) time: 0.7460 data: 0.0002 max mem: 29860 [21:17:48.538000] Epoch: [9] [1060/2904] eta: 0:23:25 lr: 0.000562 loss: 0.2679 (0.2813) loss_rec_all: 0.2925 (0.3061) loss_rec_sfr: 0.4403 (0.4406) loss_cl: -0.2782 (-0.2782) time: 0.7461 data: 0.0002 max mem: 29860 [21:18:03.495878] Epoch: [9] [1080/2904] eta: 0:23:09 lr: 0.000562 loss: 0.2708 (0.2812) loss_rec_all: 0.2951 (0.3060) loss_rec_sfr: 0.4339 (0.4406) loss_cl: -0.2782 (-0.2782) time: 0.7478 data: 0.0003 max mem: 29860 [21:18:18.454907] Epoch: [9] [1100/2904] eta: 0:22:54 lr: 0.000563 loss: 0.2688 (0.2812) loss_rec_all: 0.2936 (0.3059) loss_rec_sfr: 0.4415 (0.4406) loss_cl: -0.2787 (-0.2782) time: 0.7479 data: 0.0002 max mem: 29860 [21:18:33.416280] Epoch: [9] [1120/2904] eta: 0:22:38 lr: 0.000563 loss: 0.2797 (0.2815) loss_rec_all: 0.3050 (0.3062) loss_rec_sfr: 0.4477 (0.4413) loss_cl: -0.2783 (-0.2782) time: 0.7480 data: 0.0002 max mem: 29860 [21:18:48.375518] Epoch: [9] [1140/2904] eta: 0:22:22 lr: 0.000564 loss: 0.2686 (0.2814) loss_rec_all: 0.2935 (0.3061) loss_rec_sfr: 0.3863 (0.4412) loss_cl: -0.2779 (-0.2782) time: 0.7479 data: 0.0002 max mem: 29860 [21:19:03.324602] Epoch: [9] [1160/2904] eta: 0:22:07 lr: 0.000564 loss: 0.2631 (0.2813) loss_rec_all: 0.2878 (0.3061) loss_rec_sfr: 0.3870 (0.4409) loss_cl: -0.2778 (-0.2782) time: 0.7474 data: 0.0002 max mem: 29860 [21:19:18.275457] Epoch: [9] [1180/2904] eta: 0:21:51 lr: 0.000564 loss: 0.2727 (0.2813) loss_rec_all: 0.2976 (0.3061) loss_rec_sfr: 0.4461 (0.4410) loss_cl: -0.2783 (-0.2782) time: 0.7475 data: 0.0002 max mem: 29860 [21:19:33.229555] Epoch: [9] [1200/2904] eta: 0:21:35 lr: 0.000565 loss: 0.2712 (0.2814) loss_rec_all: 0.2966 (0.3061) loss_rec_sfr: 0.4003 (0.4410) loss_cl: -0.2789 (-0.2782) time: 0.7477 data: 0.0002 max mem: 29860 [21:19:48.188112] Epoch: [9] [1220/2904] eta: 0:21:20 lr: 0.000565 loss: 0.2665 (0.2812) loss_rec_all: 0.2918 (0.3059) loss_rec_sfr: 0.3867 (0.4405) loss_cl: -0.2781 (-0.2782) time: 0.7479 data: 0.0002 max mem: 29860 [21:20:03.149910] Epoch: [9] [1240/2904] eta: 0:21:04 lr: 0.000566 loss: 0.2654 (0.2811) loss_rec_all: 0.2901 (0.3058) loss_rec_sfr: 0.4486 (0.4406) loss_cl: -0.2779 (-0.2782) time: 0.7480 data: 0.0002 max mem: 29860 [21:20:18.098112] Epoch: [9] [1260/2904] eta: 0:20:49 lr: 0.000566 loss: 0.2734 (0.2811) loss_rec_all: 0.2986 (0.3058) loss_rec_sfr: 0.4478 (0.4408) loss_cl: -0.2785 (-0.2782) time: 0.7474 data: 0.0002 max mem: 29860 [21:20:33.051019] Epoch: [9] [1280/2904] eta: 0:20:33 lr: 0.000566 loss: 0.2654 (0.2810) loss_rec_all: 0.2899 (0.3057) loss_rec_sfr: 0.4348 (0.4407) loss_cl: -0.2779 (-0.2782) time: 0.7476 data: 0.0003 max mem: 29860 [21:20:47.982253] Epoch: [9] [1300/2904] eta: 0:20:18 lr: 0.000567 loss: 0.2637 (0.2809) loss_rec_all: 0.2891 (0.3056) loss_rec_sfr: 0.3987 (0.4404) loss_cl: -0.2784 (-0.2782) time: 0.7465 data: 0.0002 max mem: 29860 [21:21:02.921873] Epoch: [9] [1320/2904] eta: 0:20:02 lr: 0.000567 loss: 0.2779 (0.2809) loss_rec_all: 0.3029 (0.3057) loss_rec_sfr: 0.3842 (0.4402) loss_cl: -0.2777 (-0.2782) time: 0.7469 data: 0.0002 max mem: 29860 [21:21:17.846040] Epoch: [9] [1340/2904] eta: 0:19:47 lr: 0.000568 loss: 0.2678 (0.2809) loss_rec_all: 0.2931 (0.3056) loss_rec_sfr: 0.3868 (0.4400) loss_cl: -0.2789 (-0.2782) time: 0.7462 data: 0.0002 max mem: 29860 [21:21:32.757024] Epoch: [9] [1360/2904] eta: 0:19:31 lr: 0.000568 loss: 0.2682 (0.2809) loss_rec_all: 0.2931 (0.3057) loss_rec_sfr: 0.4430 (0.4400) loss_cl: -0.2793 (-0.2782) time: 0.7455 data: 0.0002 max mem: 29860 [21:21:47.668083] Epoch: [9] [1380/2904] eta: 0:19:16 lr: 0.000569 loss: 0.2667 (0.2809) loss_rec_all: 0.2919 (0.3056) loss_rec_sfr: 0.3965 (0.4400) loss_cl: -0.2779 (-0.2782) time: 0.7455 data: 0.0002 max mem: 29860 [21:22:02.577030] Epoch: [9] [1400/2904] eta: 0:19:00 lr: 0.000569 loss: 0.2657 (0.2808) loss_rec_all: 0.2905 (0.3055) loss_rec_sfr: 0.3969 (0.4398) loss_cl: -0.2775 (-0.2782) time: 0.7454 data: 0.0002 max mem: 29860 [21:22:17.487690] Epoch: [9] [1420/2904] eta: 0:18:45 lr: 0.000569 loss: 0.2683 (0.2808) loss_rec_all: 0.2929 (0.3055) loss_rec_sfr: 0.4418 (0.4398) loss_cl: -0.2779 (-0.2782) time: 0.7455 data: 0.0003 max mem: 29860 [21:22:32.400738] Epoch: [9] [1440/2904] eta: 0:18:29 lr: 0.000570 loss: 0.2617 (0.2807) loss_rec_all: 0.2867 (0.3054) loss_rec_sfr: 0.4376 (0.4397) loss_cl: -0.2790 (-0.2782) time: 0.7456 data: 0.0002 max mem: 29860 [21:22:47.307956] Epoch: [9] [1460/2904] eta: 0:18:14 lr: 0.000570 loss: 0.2658 (0.2806) loss_rec_all: 0.2909 (0.3053) loss_rec_sfr: 0.3866 (0.4394) loss_cl: -0.2786 (-0.2782) time: 0.7453 data: 0.0002 max mem: 29860 [21:23:02.220698] Epoch: [9] [1480/2904] eta: 0:17:59 lr: 0.000571 loss: 0.2686 (0.2805) loss_rec_all: 0.2934 (0.3052) loss_rec_sfr: 0.3966 (0.4392) loss_cl: -0.2785 (-0.2782) time: 0.7456 data: 0.0002 max mem: 29860 [21:23:17.137733] Epoch: [9] [1500/2904] eta: 0:17:43 lr: 0.000571 loss: 0.2648 (0.2804) loss_rec_all: 0.2893 (0.3052) loss_rec_sfr: 0.3902 (0.4391) loss_cl: -0.2793 (-0.2782) time: 0.7458 data: 0.0002 max mem: 29860 [21:23:32.053593] Epoch: [9] [1520/2904] eta: 0:17:28 lr: 0.000571 loss: 0.2673 (0.2804) loss_rec_all: 0.2924 (0.3052) loss_rec_sfr: 0.4378 (0.4391) loss_cl: -0.2786 (-0.2782) time: 0.7458 data: 0.0002 max mem: 29860 [21:23:46.973850] Epoch: [9] [1540/2904] eta: 0:17:13 lr: 0.000572 loss: 0.2651 (0.2803) loss_rec_all: 0.2901 (0.3051) loss_rec_sfr: 0.3878 (0.4389) loss_cl: -0.2783 (-0.2782) time: 0.7460 data: 0.0002 max mem: 29860 [21:24:01.894197] Epoch: [9] [1560/2904] eta: 0:16:57 lr: 0.000572 loss: 0.2710 (0.2804) loss_rec_all: 0.2954 (0.3051) loss_rec_sfr: 0.4568 (0.4391) loss_cl: -0.2780 (-0.2782) time: 0.7460 data: 0.0002 max mem: 29860 [21:24:16.815881] Epoch: [9] [1580/2904] eta: 0:16:42 lr: 0.000573 loss: 0.2692 (0.2803) loss_rec_all: 0.2939 (0.3050) loss_rec_sfr: 0.4015 (0.4389) loss_cl: -0.2788 (-0.2782) time: 0.7460 data: 0.0002 max mem: 29860 [21:24:31.732954] Epoch: [9] [1600/2904] eta: 0:16:27 lr: 0.000573 loss: 0.2663 (0.2803) loss_rec_all: 0.2917 (0.3051) loss_rec_sfr: 0.4542 (0.4392) loss_cl: -0.2790 (-0.2782) time: 0.7458 data: 0.0002 max mem: 29860 [21:24:46.654831] Epoch: [9] [1620/2904] eta: 0:16:11 lr: 0.000573 loss: 0.2680 (0.2802) loss_rec_all: 0.2931 (0.3050) loss_rec_sfr: 0.4528 (0.4393) loss_cl: -0.2789 (-0.2782) time: 0.7461 data: 0.0002 max mem: 29860 [21:25:01.579292] Epoch: [9] [1640/2904] eta: 0:15:56 lr: 0.000574 loss: 0.2623 (0.2801) loss_rec_all: 0.2869 (0.3048) loss_rec_sfr: 0.4305 (0.4390) loss_cl: -0.2779 (-0.2782) time: 0.7462 data: 0.0002 max mem: 29860 [21:25:16.508257] Epoch: [9] [1660/2904] eta: 0:15:41 lr: 0.000574 loss: 0.2640 (0.2800) loss_rec_all: 0.2890 (0.3047) loss_rec_sfr: 0.3949 (0.4388) loss_cl: -0.2799 (-0.2783) time: 0.7464 data: 0.0002 max mem: 29860 [21:25:31.460847] Epoch: [9] [1680/2904] eta: 0:15:25 lr: 0.000575 loss: 0.2682 (0.2799) loss_rec_all: 0.2929 (0.3047) loss_rec_sfr: 0.3905 (0.4386) loss_cl: -0.2793 (-0.2783) time: 0.7476 data: 0.0002 max mem: 29860 [21:25:46.412583] Epoch: [9] [1700/2904] eta: 0:15:10 lr: 0.000575 loss: 0.2682 (0.2799) loss_rec_all: 0.2930 (0.3046) loss_rec_sfr: 0.4514 (0.4388) loss_cl: -0.2788 (-0.2783) time: 0.7475 data: 0.0002 max mem: 29860 [21:26:01.357223] Epoch: [9] [1720/2904] eta: 0:14:55 lr: 0.000576 loss: 0.2655 (0.2798) loss_rec_all: 0.2900 (0.3046) loss_rec_sfr: 0.4427 (0.4388) loss_cl: -0.2784 (-0.2783) time: 0.7472 data: 0.0002 max mem: 29860 [21:26:16.298724] Epoch: [9] [1740/2904] eta: 0:14:40 lr: 0.000576 loss: 0.2674 (0.2798) loss_rec_all: 0.2923 (0.3045) loss_rec_sfr: 0.3955 (0.4387) loss_cl: -0.2805 (-0.2783) time: 0.7470 data: 0.0002 max mem: 29860 [21:26:31.233160] Epoch: [9] [1760/2904] eta: 0:14:24 lr: 0.000576 loss: 0.2646 (0.2797) loss_rec_all: 0.2895 (0.3044) loss_rec_sfr: 0.3939 (0.4385) loss_cl: -0.2792 (-0.2783) time: 0.7467 data: 0.0002 max mem: 29860 [21:26:46.169111] Epoch: [9] [1780/2904] eta: 0:14:09 lr: 0.000577 loss: 0.2731 (0.2797) loss_rec_all: 0.2983 (0.3044) loss_rec_sfr: 0.3840 (0.4382) loss_cl: -0.2791 (-0.2783) time: 0.7468 data: 0.0002 max mem: 29860 [21:27:01.111188] Epoch: [9] [1800/2904] eta: 0:13:54 lr: 0.000577 loss: 0.2767 (0.2797) loss_rec_all: 0.3014 (0.3045) loss_rec_sfr: 0.3884 (0.4381) loss_cl: -0.2770 (-0.2783) time: 0.7471 data: 0.0002 max mem: 29860 [21:27:16.058136] Epoch: [9] [1820/2904] eta: 0:13:39 lr: 0.000578 loss: 0.2657 (0.2797) loss_rec_all: 0.2906 (0.3044) loss_rec_sfr: 0.3913 (0.4378) loss_cl: -0.2792 (-0.2783) time: 0.7473 data: 0.0002 max mem: 29860 [21:27:30.998042] Epoch: [9] [1840/2904] eta: 0:13:23 lr: 0.000578 loss: 0.2667 (0.2797) loss_rec_all: 0.2919 (0.3044) loss_rec_sfr: 0.4305 (0.4378) loss_cl: -0.2788 (-0.2783) time: 0.7469 data: 0.0003 max mem: 29860 [21:27:45.956122] Epoch: [9] [1860/2904] eta: 0:13:08 lr: 0.000578 loss: 0.2672 (0.2796) loss_rec_all: 0.2925 (0.3043) loss_rec_sfr: 0.4549 (0.4377) loss_cl: -0.2779 (-0.2783) time: 0.7479 data: 0.0002 max mem: 29860 [21:28:00.916981] Epoch: [9] [1880/2904] eta: 0:12:53 lr: 0.000579 loss: 0.2677 (0.2795) loss_rec_all: 0.2923 (0.3043) loss_rec_sfr: 0.3837 (0.4375) loss_cl: -0.2782 (-0.2783) time: 0.7480 data: 0.0002 max mem: 29860 [21:28:15.874114] Epoch: [9] [1900/2904] eta: 0:12:38 lr: 0.000579 loss: 0.2665 (0.2795) loss_rec_all: 0.2912 (0.3042) loss_rec_sfr: 0.4375 (0.4375) loss_cl: -0.2789 (-0.2783) time: 0.7478 data: 0.0002 max mem: 29860 [21:28:30.817944] Epoch: [9] [1920/2904] eta: 0:12:23 lr: 0.000580 loss: 0.2643 (0.2794) loss_rec_all: 0.2892 (0.3042) loss_rec_sfr: 0.3890 (0.4373) loss_cl: -0.2790 (-0.2783) time: 0.7472 data: 0.0002 max mem: 29860 [21:28:45.769389] Epoch: [9] [1940/2904] eta: 0:12:08 lr: 0.000580 loss: 0.2665 (0.2794) loss_rec_all: 0.2913 (0.3042) loss_rec_sfr: 0.3830 (0.4372) loss_cl: -0.2782 (-0.2783) time: 0.7475 data: 0.0002 max mem: 29860 [21:29:00.729584] Epoch: [9] [1960/2904] eta: 0:11:52 lr: 0.000580 loss: 0.2650 (0.2794) loss_rec_all: 0.2894 (0.3042) loss_rec_sfr: 0.4363 (0.4372) loss_cl: -0.2767 (-0.2783) time: 0.7480 data: 0.0002 max mem: 29860 [21:29:15.683143] Epoch: [9] [1980/2904] eta: 0:11:37 lr: 0.000581 loss: 0.2678 (0.2794) loss_rec_all: 0.2925 (0.3041) loss_rec_sfr: 0.3939 (0.4371) loss_cl: -0.2784 (-0.2783) time: 0.7476 data: 0.0002 max mem: 29860 [21:29:30.623179] Epoch: [9] [2000/2904] eta: 0:11:22 lr: 0.000581 loss: 0.2620 (0.2793) loss_rec_all: 0.2873 (0.3040) loss_rec_sfr: 0.4030 (0.4370) loss_cl: -0.2795 (-0.2783) time: 0.7470 data: 0.0002 max mem: 29860 [21:29:45.561303] Epoch: [9] [2020/2904] eta: 0:11:07 lr: 0.000582 loss: 0.2737 (0.2793) loss_rec_all: 0.2986 (0.3041) loss_rec_sfr: 0.4405 (0.4371) loss_cl: -0.2773 (-0.2783) time: 0.7469 data: 0.0002 max mem: 29860 [21:30:00.509452] Epoch: [9] [2040/2904] eta: 0:10:52 lr: 0.000582 loss: 0.2622 (0.2792) loss_rec_all: 0.2873 (0.3040) loss_rec_sfr: 0.3999 (0.4370) loss_cl: -0.2784 (-0.2783) time: 0.7473 data: 0.0003 max mem: 29860 [21:30:15.469795] Epoch: [9] [2060/2904] eta: 0:10:37 lr: 0.000583 loss: 0.2645 (0.2792) loss_rec_all: 0.2897 (0.3039) loss_rec_sfr: 0.3845 (0.4368) loss_cl: -0.2781 (-0.2783) time: 0.7479 data: 0.0004 max mem: 29860 [21:30:30.416713] Epoch: [9] [2080/2904] eta: 0:10:21 lr: 0.000583 loss: 0.2721 (0.2792) loss_rec_all: 0.2969 (0.3040) loss_rec_sfr: 0.4345 (0.4370) loss_cl: -0.2779 (-0.2783) time: 0.7473 data: 0.0003 max mem: 29860 [21:30:45.360657] Epoch: [9] [2100/2904] eta: 0:10:06 lr: 0.000583 loss: 0.2639 (0.2791) loss_rec_all: 0.2893 (0.3039) loss_rec_sfr: 0.3924 (0.4367) loss_cl: -0.2777 (-0.2783) time: 0.7471 data: 0.0003 max mem: 29860 [21:31:00.308985] Epoch: [9] [2120/2904] eta: 0:09:51 lr: 0.000584 loss: 0.2610 (0.2790) loss_rec_all: 0.2860 (0.3038) loss_rec_sfr: 0.3860 (0.4365) loss_cl: -0.2792 (-0.2783) time: 0.7474 data: 0.0003 max mem: 29860 [21:31:15.271911] Epoch: [9] [2140/2904] eta: 0:09:36 lr: 0.000584 loss: 0.2659 (0.2790) loss_rec_all: 0.2903 (0.3038) loss_rec_sfr: 0.4367 (0.4365) loss_cl: -0.2791 (-0.2783) time: 0.7481 data: 0.0003 max mem: 29860 [21:31:30.219983] Epoch: [9] [2160/2904] eta: 0:09:21 lr: 0.000585 loss: 0.2640 (0.2790) loss_rec_all: 0.2890 (0.3038) loss_rec_sfr: 0.3859 (0.4365) loss_cl: -0.2785 (-0.2783) time: 0.7474 data: 0.0002 max mem: 29860 [21:31:45.165822] Epoch: [9] [2180/2904] eta: 0:09:06 lr: 0.000585 loss: 0.2705 (0.2791) loss_rec_all: 0.2956 (0.3038) loss_rec_sfr: 0.3907 (0.4365) loss_cl: -0.2779 (-0.2783) time: 0.7473 data: 0.0002 max mem: 29860 [21:32:00.104622] Epoch: [9] [2200/2904] eta: 0:08:51 lr: 0.000585 loss: 0.2633 (0.2790) loss_rec_all: 0.2879 (0.3037) loss_rec_sfr: 0.4002 (0.4364) loss_cl: -0.2784 (-0.2783) time: 0.7469 data: 0.0002 max mem: 29860 [21:32:15.049998] Epoch: [9] [2220/2904] eta: 0:08:35 lr: 0.000586 loss: 0.2615 (0.2789) loss_rec_all: 0.2861 (0.3037) loss_rec_sfr: 0.4322 (0.4363) loss_cl: -0.2778 (-0.2783) time: 0.7472 data: 0.0002 max mem: 29860 [21:32:29.985029] Epoch: [9] [2240/2904] eta: 0:08:20 lr: 0.000586 loss: 0.2710 (0.2790) loss_rec_all: 0.2961 (0.3038) loss_rec_sfr: 0.4017 (0.4365) loss_cl: -0.2784 (-0.2783) time: 0.7467 data: 0.0002 max mem: 29860 [21:32:44.904866] Epoch: [9] [2260/2904] eta: 0:08:05 lr: 0.000587 loss: 0.2675 (0.2790) loss_rec_all: 0.2923 (0.3037) loss_rec_sfr: 0.3830 (0.4363) loss_cl: -0.2787 (-0.2783) time: 0.7460 data: 0.0002 max mem: 29860 [21:32:59.826422] Epoch: [9] [2280/2904] eta: 0:07:50 lr: 0.000587 loss: 0.2674 (0.2789) loss_rec_all: 0.2921 (0.3037) loss_rec_sfr: 0.3835 (0.4361) loss_cl: -0.2778 (-0.2783) time: 0.7460 data: 0.0002 max mem: 29860 [21:33:14.741919] Epoch: [9] [2300/2904] eta: 0:07:35 lr: 0.000588 loss: 0.2650 (0.2789) loss_rec_all: 0.2897 (0.3037) loss_rec_sfr: 0.4278 (0.4361) loss_cl: -0.2782 (-0.2783) time: 0.7457 data: 0.0002 max mem: 29860 [21:33:29.658480] Epoch: [9] [2320/2904] eta: 0:07:20 lr: 0.000588 loss: 0.2602 (0.2788) loss_rec_all: 0.2852 (0.3036) loss_rec_sfr: 0.4272 (0.4361) loss_cl: -0.2793 (-0.2783) time: 0.7458 data: 0.0002 max mem: 29860 [21:33:44.574011] Epoch: [9] [2340/2904] eta: 0:07:05 lr: 0.000588 loss: 0.2629 (0.2788) loss_rec_all: 0.2883 (0.3036) loss_rec_sfr: 0.3888 (0.4361) loss_cl: -0.2780 (-0.2783) time: 0.7457 data: 0.0002 max mem: 29860 [21:33:59.493406] Epoch: [9] [2360/2904] eta: 0:06:50 lr: 0.000589 loss: 0.2638 (0.2788) loss_rec_all: 0.2892 (0.3036) loss_rec_sfr: 0.3762 (0.4360) loss_cl: -0.2784 (-0.2783) time: 0.7459 data: 0.0002 max mem: 29860 [21:34:14.407389] Epoch: [9] [2380/2904] eta: 0:06:34 lr: 0.000589 loss: 0.2795 (0.2789) loss_rec_all: 0.3042 (0.3037) loss_rec_sfr: 0.4629 (0.4363) loss_cl: -0.2787 (-0.2783) time: 0.7457 data: 0.0002 max mem: 29860 [21:34:29.323192] Epoch: [9] [2400/2904] eta: 0:06:19 lr: 0.000590 loss: 0.2669 (0.2789) loss_rec_all: 0.2919 (0.3037) loss_rec_sfr: 0.4344 (0.4363) loss_cl: -0.2778 (-0.2783) time: 0.7458 data: 0.0002 max mem: 29860 [21:34:44.246753] Epoch: [9] [2420/2904] eta: 0:06:04 lr: 0.000590 loss: 0.2741 (0.2789) loss_rec_all: 0.2987 (0.3037) loss_rec_sfr: 0.3829 (0.4364) loss_cl: -0.2782 (-0.2783) time: 0.7461 data: 0.0002 max mem: 29860 [21:34:59.174395] Epoch: [9] [2440/2904] eta: 0:05:49 lr: 0.000590 loss: 0.2657 (0.2790) loss_rec_all: 0.2907 (0.3037) loss_rec_sfr: 0.3830 (0.4364) loss_cl: -0.2783 (-0.2783) time: 0.7463 data: 0.0002 max mem: 29860 [21:35:14.097395] Epoch: [9] [2460/2904] eta: 0:05:34 lr: 0.000591 loss: 0.2657 (0.2789) loss_rec_all: 0.2903 (0.3037) loss_rec_sfr: 0.3858 (0.4362) loss_cl: -0.2782 (-0.2783) time: 0.7461 data: 0.0002 max mem: 29860 [21:35:29.019529] Epoch: [9] [2480/2904] eta: 0:05:19 lr: 0.000591 loss: 0.2644 (0.2789) loss_rec_all: 0.2892 (0.3037) loss_rec_sfr: 0.4396 (0.4362) loss_cl: -0.2788 (-0.2783) time: 0.7461 data: 0.0002 max mem: 29860 [21:35:43.939244] Epoch: [9] [2500/2904] eta: 0:05:04 lr: 0.000592 loss: 0.2629 (0.2788) loss_rec_all: 0.2882 (0.3036) loss_rec_sfr: 0.3852 (0.4360) loss_cl: -0.2779 (-0.2783) time: 0.7459 data: 0.0002 max mem: 29860 [21:35:58.850789] Epoch: [9] [2520/2904] eta: 0:04:49 lr: 0.000592 loss: 0.2617 (0.2788) loss_rec_all: 0.2867 (0.3036) loss_rec_sfr: 0.4217 (0.4361) loss_cl: -0.2788 (-0.2783) time: 0.7455 data: 0.0002 max mem: 29860 [21:36:13.766979] Epoch: [9] [2540/2904] eta: 0:04:34 lr: 0.000592 loss: 0.2630 (0.2787) loss_rec_all: 0.2877 (0.3035) loss_rec_sfr: 0.4050 (0.4360) loss_cl: -0.2787 (-0.2783) time: 0.7458 data: 0.0002 max mem: 29860 [21:36:28.719236] Epoch: [9] [2560/2904] eta: 0:04:19 lr: 0.000593 loss: 0.2690 (0.2787) loss_rec_all: 0.2943 (0.3034) loss_rec_sfr: 0.3791 (0.4357) loss_cl: -0.2781 (-0.2783) time: 0.7476 data: 0.0002 max mem: 29860 [21:36:43.673021] Epoch: [9] [2580/2904] eta: 0:04:04 lr: 0.000593 loss: 0.2675 (0.2786) loss_rec_all: 0.2921 (0.3034) loss_rec_sfr: 0.3956 (0.4356) loss_cl: -0.2784 (-0.2783) time: 0.7476 data: 0.0002 max mem: 29860 [21:36:58.635344] Epoch: [9] [2600/2904] eta: 0:03:48 lr: 0.000594 loss: 0.2606 (0.2786) loss_rec_all: 0.2860 (0.3034) loss_rec_sfr: 0.3826 (0.4354) loss_cl: -0.2792 (-0.2783) time: 0.7481 data: 0.0002 max mem: 29860 [21:37:13.582149] Epoch: [9] [2620/2904] eta: 0:03:33 lr: 0.000594 loss: 0.2626 (0.2786) loss_rec_all: 0.2880 (0.3033) loss_rec_sfr: 0.3951 (0.4354) loss_cl: -0.2786 (-0.2783) time: 0.7473 data: 0.0003 max mem: 29860 [21:37:28.531101] Epoch: [9] [2640/2904] eta: 0:03:18 lr: 0.000595 loss: 0.2663 (0.2786) loss_rec_all: 0.2915 (0.3034) loss_rec_sfr: 0.3983 (0.4353) loss_cl: -0.2779 (-0.2783) time: 0.7474 data: 0.0002 max mem: 29860 [21:37:43.463114] Epoch: [9] [2660/2904] eta: 0:03:03 lr: 0.000595 loss: 0.2638 (0.2785) loss_rec_all: 0.2884 (0.3033) loss_rec_sfr: 0.3806 (0.4351) loss_cl: -0.2778 (-0.2783) time: 0.7466 data: 0.0002 max mem: 29860 [21:37:58.410785] Epoch: [9] [2680/2904] eta: 0:02:48 lr: 0.000595 loss: 0.2640 (0.2784) loss_rec_all: 0.2886 (0.3032) loss_rec_sfr: 0.3811 (0.4349) loss_cl: -0.2782 (-0.2783) time: 0.7473 data: 0.0002 max mem: 29860 [21:38:13.360516] Epoch: [9] [2700/2904] eta: 0:02:33 lr: 0.000596 loss: 0.2582 (0.2783) loss_rec_all: 0.2830 (0.3031) loss_rec_sfr: 0.3883 (0.4347) loss_cl: -0.2782 (-0.2783) time: 0.7474 data: 0.0002 max mem: 29860 [21:38:28.336331] Epoch: [9] [2720/2904] eta: 0:02:18 lr: 0.000596 loss: 0.2640 (0.2783) loss_rec_all: 0.2887 (0.3031) loss_rec_sfr: 0.4154 (0.4348) loss_cl: -0.2795 (-0.2783) time: 0.7488 data: 0.0002 max mem: 29860 [21:38:43.277276] Epoch: [9] [2740/2904] eta: 0:02:03 lr: 0.000597 loss: 0.2654 (0.2783) loss_rec_all: 0.2906 (0.3031) loss_rec_sfr: 0.3760 (0.4346) loss_cl: -0.2793 (-0.2783) time: 0.7470 data: 0.0002 max mem: 29860 [21:38:58.228520] Epoch: [9] [2760/2904] eta: 0:01:48 lr: 0.000597 loss: 0.2618 (0.2782) loss_rec_all: 0.2866 (0.3030) loss_rec_sfr: 0.4311 (0.4346) loss_cl: -0.2780 (-0.2783) time: 0.7475 data: 0.0002 max mem: 29860 [21:39:13.187572] Epoch: [9] [2780/2904] eta: 0:01:33 lr: 0.000597 loss: 0.2623 (0.2782) loss_rec_all: 0.2869 (0.3029) loss_rec_sfr: 0.3978 (0.4345) loss_cl: -0.2785 (-0.2783) time: 0.7479 data: 0.0002 max mem: 29860 [21:39:28.148188] Epoch: [9] [2800/2904] eta: 0:01:18 lr: 0.000598 loss: 0.2671 (0.2782) loss_rec_all: 0.2918 (0.3029) loss_rec_sfr: 0.3961 (0.4345) loss_cl: -0.2788 (-0.2783) time: 0.7480 data: 0.0003 max mem: 29860 [21:39:43.104873] Epoch: [9] [2820/2904] eta: 0:01:03 lr: 0.000598 loss: 0.2623 (0.2781) loss_rec_all: 0.2873 (0.3029) loss_rec_sfr: 0.4297 (0.4344) loss_cl: -0.2770 (-0.2783) time: 0.7478 data: 0.0002 max mem: 29860 [21:39:58.109649] Epoch: [9] [2840/2904] eta: 0:00:48 lr: 0.000599 loss: 0.2627 (0.2780) loss_rec_all: 0.2878 (0.3028) loss_rec_sfr: 0.3825 (0.4343) loss_cl: -0.2778 (-0.2783) time: 0.7501 data: 0.0024 max mem: 29860 [21:40:13.054174] Epoch: [9] [2860/2904] eta: 0:00:33 lr: 0.000599 loss: 0.2641 (0.2780) loss_rec_all: 0.2894 (0.3028) loss_rec_sfr: 0.4078 (0.4342) loss_cl: -0.2795 (-0.2783) time: 0.7472 data: 0.0002 max mem: 29860 [21:40:27.993636] Epoch: [9] [2880/2904] eta: 0:00:18 lr: 0.000600 loss: 0.2586 (0.2779) loss_rec_all: 0.2834 (0.3027) loss_rec_sfr: 0.3923 (0.4341) loss_cl: -0.2784 (-0.2783) time: 0.7469 data: 0.0001 max mem: 29860 [21:40:42.934521] Epoch: [9] [2900/2904] eta: 0:00:03 lr: 0.000600 loss: 0.2660 (0.2779) loss_rec_all: 0.2906 (0.3027) loss_rec_sfr: 0.4547 (0.4342) loss_cl: -0.2783 (-0.2783) time: 0.7470 data: 0.0001 max mem: 29860 [21:40:45.197477] Epoch: [9] [2903/2904] eta: 0:00:00 lr: 0.000600 loss: 0.2655 (0.2779) loss_rec_all: 0.2906 (0.3027) loss_rec_sfr: 0.4462 (0.4342) loss_cl: -0.2784 (-0.2783) time: 0.7474 data: 0.0001 max mem: 29860 [21:40:47.298788] Epoch: [9] Total time: 0:36:27 (0.7533 s / it) [21:40:47.310401] Averaged stats: lr: 0.000600 loss: 0.2655 (0.2811) loss_rec_all: 0.2906 (0.3035) loss_rec_sfr: 0.4462 (0.4349) loss_cl: -0.2784 (-0.2548) [21:40:47.315257] log_dir: ./checkpoint/VF2_ViT-B [21:41:04.647265] Epoch: [10] [ 0/2904] eta: 13:58:50 lr: 0.000600 loss: 0.2476 (0.2476) loss_rec_all: 0.2730 (0.2730) loss_rec_sfr: 0.3700 (0.3700) loss_cl: -0.2794 (-0.2794) time: 17.3313 data: 13.2392 max mem: 29860 [21:41:20.207845] Epoch: [10] [ 20/2904] eta: 1:15:16 lr: 0.000600 loss: 0.2662 (0.2704) loss_rec_all: 0.2907 (0.2952) loss_rec_sfr: 0.3925 (0.4234) loss_cl: -0.2788 (-0.2785) time: 0.7780 data: 0.0002 max mem: 29860 [21:41:35.108756] Epoch: [10] [ 40/2904] eta: 0:55:38 lr: 0.000601 loss: 0.2647 (0.2748) loss_rec_all: 0.2893 (0.2996) loss_rec_sfr: 0.3851 (0.4306) loss_cl: -0.2782 (-0.2781) time: 0.7450 data: 0.0002 max mem: 29860 [21:41:50.025260] Epoch: [10] [ 60/2904] eta: 0:48:43 lr: 0.000601 loss: 0.2639 (0.2767) loss_rec_all: 0.2890 (0.3014) loss_rec_sfr: 0.4422 (0.4351) loss_cl: -0.2784 (-0.2782) time: 0.7458 data: 0.0002 max mem: 29860 [21:42:04.985785] Epoch: [10] [ 80/2904] eta: 0:45:07 lr: 0.000602 loss: 0.2626 (0.2756) loss_rec_all: 0.2873 (0.3004) loss_rec_sfr: 0.3822 (0.4313) loss_cl: -0.2785 (-0.2783) time: 0.7480 data: 0.0002 max mem: 29860 [21:42:19.980731] Epoch: [10] [ 100/2904] eta: 0:42:52 lr: 0.000602 loss: 0.2610 (0.2738) loss_rec_all: 0.2862 (0.2986) loss_rec_sfr: 0.3837 (0.4268) loss_cl: -0.2776 (-0.2782) time: 0.7497 data: 0.0002 max mem: 29860 [21:42:34.967248] Epoch: [10] [ 120/2904] eta: 0:41:16 lr: 0.000602 loss: 0.2666 (0.2747) loss_rec_all: 0.2917 (0.2995) loss_rec_sfr: 0.4191 (0.4290) loss_cl: -0.2784 (-0.2781) time: 0.7493 data: 0.0002 max mem: 29860 [21:42:49.955037] Epoch: [10] [ 140/2904] eta: 0:40:03 lr: 0.000603 loss: 0.2608 (0.2750) loss_rec_all: 0.2855 (0.2998) loss_rec_sfr: 0.3855 (0.4298) loss_cl: -0.2791 (-0.2782) time: 0.7493 data: 0.0002 max mem: 29860 [21:43:05.002456] Epoch: [10] [ 160/2904] eta: 0:39:06 lr: 0.000603 loss: 0.2594 (0.2737) loss_rec_all: 0.2844 (0.2985) loss_rec_sfr: 0.4211 (0.4282) loss_cl: -0.2796 (-0.2784) time: 0.7523 data: 0.0002 max mem: 29860 [21:43:19.995642] Epoch: [10] [ 180/2904] eta: 0:38:17 lr: 0.000604 loss: 0.2669 (0.2747) loss_rec_all: 0.2920 (0.2996) loss_rec_sfr: 0.4522 (0.4321) loss_cl: -0.2780 (-0.2783) time: 0.7496 data: 0.0002 max mem: 29860 [21:43:35.228015] Epoch: [10] [ 200/2904] eta: 0:37:38 lr: 0.000604 loss: 0.2658 (0.2756) loss_rec_all: 0.2908 (0.3004) loss_rec_sfr: 0.3992 (0.4328) loss_cl: -0.2779 (-0.2783) time: 0.7616 data: 0.0002 max mem: 29860 [21:43:50.203904] Epoch: [10] [ 220/2904] eta: 0:37:01 lr: 0.000605 loss: 0.2631 (0.2751) loss_rec_all: 0.2883 (0.2999) loss_rec_sfr: 0.4212 (0.4323) loss_cl: -0.2791 (-0.2784) time: 0.7487 data: 0.0002 max mem: 29860 [21:44:05.318169] Epoch: [10] [ 240/2904] eta: 0:36:28 lr: 0.000605 loss: 0.2618 (0.2752) loss_rec_all: 0.2867 (0.3000) loss_rec_sfr: 0.3890 (0.4324) loss_cl: -0.2779 (-0.2783) time: 0.7557 data: 0.0002 max mem: 29860 [21:44:20.296957] Epoch: [10] [ 260/2904] eta: 0:35:57 lr: 0.000605 loss: 0.2668 (0.2754) loss_rec_all: 0.2918 (0.3002) loss_rec_sfr: 0.4274 (0.4329) loss_cl: -0.2778 (-0.2783) time: 0.7489 data: 0.0002 max mem: 29860 [21:44:35.269165] Epoch: [10] [ 280/2904] eta: 0:35:28 lr: 0.000606 loss: 0.2652 (0.2757) loss_rec_all: 0.2900 (0.3004) loss_rec_sfr: 0.4374 (0.4340) loss_cl: -0.2782 (-0.2783) time: 0.7486 data: 0.0002 max mem: 29860 [21:44:50.213693] Epoch: [10] [ 300/2904] eta: 0:35:01 lr: 0.000606 loss: 0.2628 (0.2756) loss_rec_all: 0.2876 (0.3004) loss_rec_sfr: 0.3778 (0.4330) loss_cl: -0.2784 (-0.2783) time: 0.7472 data: 0.0002 max mem: 29860 [21:45:05.136237] Epoch: [10] [ 320/2904] eta: 0:34:35 lr: 0.000607 loss: 0.2597 (0.2750) loss_rec_all: 0.2847 (0.2998) loss_rec_sfr: 0.4309 (0.4328) loss_cl: -0.2787 (-0.2783) time: 0.7461 data: 0.0002 max mem: 29860 [21:45:20.054030] Epoch: [10] [ 340/2904] eta: 0:34:10 lr: 0.000607 loss: 0.2638 (0.2748) loss_rec_all: 0.2886 (0.2996) loss_rec_sfr: 0.4054 (0.4320) loss_cl: -0.2779 (-0.2782) time: 0.7458 data: 0.0002 max mem: 29860 [21:45:34.969336] Epoch: [10] [ 360/2904] eta: 0:33:47 lr: 0.000607 loss: 0.2668 (0.2754) loss_rec_all: 0.2912 (0.3001) loss_rec_sfr: 0.4485 (0.4339) loss_cl: -0.2777 (-0.2782) time: 0.7457 data: 0.0002 max mem: 29860 [21:45:49.888005] Epoch: [10] [ 380/2904] eta: 0:33:24 lr: 0.000608 loss: 0.2658 (0.2757) loss_rec_all: 0.2909 (0.3005) loss_rec_sfr: 0.4497 (0.4356) loss_cl: -0.2793 (-0.2783) time: 0.7459 data: 0.0002 max mem: 29860 [21:46:04.806540] Epoch: [10] [ 400/2904] eta: 0:33:02 lr: 0.000608 loss: 0.2581 (0.2752) loss_rec_all: 0.2835 (0.3000) loss_rec_sfr: 0.3880 (0.4343) loss_cl: -0.2780 (-0.2783) time: 0.7459 data: 0.0002 max mem: 29860 [21:46:19.736165] Epoch: [10] [ 420/2904] eta: 0:32:41 lr: 0.000609 loss: 0.2599 (0.2750) loss_rec_all: 0.2846 (0.2997) loss_rec_sfr: 0.4279 (0.4339) loss_cl: -0.2779 (-0.2783) time: 0.7464 data: 0.0002 max mem: 29860 [21:46:34.657483] Epoch: [10] [ 440/2904] eta: 0:32:20 lr: 0.000609 loss: 0.2582 (0.2745) loss_rec_all: 0.2827 (0.2993) loss_rec_sfr: 0.3853 (0.4329) loss_cl: -0.2779 (-0.2782) time: 0.7460 data: 0.0002 max mem: 29860 [21:46:49.575929] Epoch: [10] [ 460/2904] eta: 0:32:00 lr: 0.000610 loss: 0.2587 (0.2741) loss_rec_all: 0.2835 (0.2989) loss_rec_sfr: 0.3730 (0.4313) loss_cl: -0.2787 (-0.2783) time: 0.7459 data: 0.0002 max mem: 29860 [21:47:04.492067] Epoch: [10] [ 480/2904] eta: 0:31:40 lr: 0.000610 loss: 0.2604 (0.2740) loss_rec_all: 0.2860 (0.2988) loss_rec_sfr: 0.3815 (0.4307) loss_cl: -0.2790 (-0.2783) time: 0.7458 data: 0.0002 max mem: 29860 [21:47:19.406519] Epoch: [10] [ 500/2904] eta: 0:31:21 lr: 0.000610 loss: 0.2650 (0.2736) loss_rec_all: 0.2894 (0.2985) loss_rec_sfr: 0.3882 (0.4301) loss_cl: -0.2789 (-0.2783) time: 0.7457 data: 0.0002 max mem: 29860 [21:47:34.326629] Epoch: [10] [ 520/2904] eta: 0:31:02 lr: 0.000611 loss: 0.2639 (0.2736) loss_rec_all: 0.2884 (0.2985) loss_rec_sfr: 0.3777 (0.4297) loss_cl: -0.2785 (-0.2783) time: 0.7460 data: 0.0002 max mem: 29860 [21:47:49.247062] Epoch: [10] [ 540/2904] eta: 0:30:43 lr: 0.000611 loss: 0.2707 (0.2740) loss_rec_all: 0.2960 (0.2988) loss_rec_sfr: 0.3912 (0.4300) loss_cl: -0.2788 (-0.2783) time: 0.7460 data: 0.0002 max mem: 29860 [21:48:04.170833] Epoch: [10] [ 560/2904] eta: 0:30:25 lr: 0.000612 loss: 0.2613 (0.2740) loss_rec_all: 0.2863 (0.2988) loss_rec_sfr: 0.4157 (0.4300) loss_cl: -0.2783 (-0.2783) time: 0.7461 data: 0.0002 max mem: 29860 [21:48:19.092585] Epoch: [10] [ 580/2904] eta: 0:30:07 lr: 0.000612 loss: 0.2603 (0.2737) loss_rec_all: 0.2855 (0.2985) loss_rec_sfr: 0.3868 (0.4296) loss_cl: -0.2780 (-0.2783) time: 0.7460 data: 0.0002 max mem: 29860 [21:48:34.015481] Epoch: [10] [ 600/2904] eta: 0:29:49 lr: 0.000612 loss: 0.2551 (0.2732) loss_rec_all: 0.2805 (0.2981) loss_rec_sfr: 0.4175 (0.4288) loss_cl: -0.2785 (-0.2783) time: 0.7461 data: 0.0002 max mem: 29860 [21:48:48.940125] Epoch: [10] [ 620/2904] eta: 0:29:31 lr: 0.000613 loss: 0.2654 (0.2733) loss_rec_all: 0.2902 (0.2981) loss_rec_sfr: 0.4251 (0.4291) loss_cl: -0.2788 (-0.2783) time: 0.7462 data: 0.0002 max mem: 29860 [21:49:03.865282] Epoch: [10] [ 640/2904] eta: 0:29:13 lr: 0.000613 loss: 0.2657 (0.2734) loss_rec_all: 0.2903 (0.2982) loss_rec_sfr: 0.4448 (0.4298) loss_cl: -0.2779 (-0.2783) time: 0.7462 data: 0.0002 max mem: 29860 [21:49:18.784222] Epoch: [10] [ 660/2904] eta: 0:28:56 lr: 0.000614 loss: 0.2653 (0.2734) loss_rec_all: 0.2908 (0.2983) loss_rec_sfr: 0.3780 (0.4293) loss_cl: -0.2791 (-0.2783) time: 0.7459 data: 0.0002 max mem: 29860 [21:49:33.710472] Epoch: [10] [ 680/2904] eta: 0:28:38 lr: 0.000614 loss: 0.2612 (0.2733) loss_rec_all: 0.2859 (0.2981) loss_rec_sfr: 0.4330 (0.4292) loss_cl: -0.2779 (-0.2783) time: 0.7463 data: 0.0002 max mem: 29860 [21:49:48.640871] Epoch: [10] [ 700/2904] eta: 0:28:21 lr: 0.000614 loss: 0.2642 (0.2733) loss_rec_all: 0.2887 (0.2981) loss_rec_sfr: 0.3824 (0.4288) loss_cl: -0.2776 (-0.2783) time: 0.7465 data: 0.0002 max mem: 29860 [21:50:03.572361] Epoch: [10] [ 720/2904] eta: 0:28:04 lr: 0.000615 loss: 0.2600 (0.2734) loss_rec_all: 0.2846 (0.2982) loss_rec_sfr: 0.3840 (0.4290) loss_cl: -0.2784 (-0.2783) time: 0.7465 data: 0.0002 max mem: 29860 [21:50:18.500820] Epoch: [10] [ 740/2904] eta: 0:27:47 lr: 0.000615 loss: 0.2624 (0.2734) loss_rec_all: 0.2869 (0.2982) loss_rec_sfr: 0.3818 (0.4290) loss_cl: -0.2775 (-0.2783) time: 0.7464 data: 0.0002 max mem: 29860 [21:50:33.423480] Epoch: [10] [ 760/2904] eta: 0:27:31 lr: 0.000616 loss: 0.2662 (0.2735) loss_rec_all: 0.2910 (0.2983) loss_rec_sfr: 0.4363 (0.4296) loss_cl: -0.2786 (-0.2783) time: 0.7461 data: 0.0002 max mem: 29860 [21:50:48.343957] Epoch: [10] [ 780/2904] eta: 0:27:14 lr: 0.000616 loss: 0.2649 (0.2736) loss_rec_all: 0.2901 (0.2984) loss_rec_sfr: 0.4236 (0.4297) loss_cl: -0.2794 (-0.2783) time: 0.7460 data: 0.0002 max mem: 29860 [21:51:03.262694] Epoch: [10] [ 800/2904] eta: 0:26:57 lr: 0.000617 loss: 0.2687 (0.2739) loss_rec_all: 0.2939 (0.2987) loss_rec_sfr: 0.4372 (0.4303) loss_cl: -0.2785 (-0.2783) time: 0.7459 data: 0.0002 max mem: 29860 [21:51:18.186134] Epoch: [10] [ 820/2904] eta: 0:26:41 lr: 0.000617 loss: 0.2611 (0.2739) loss_rec_all: 0.2866 (0.2988) loss_rec_sfr: 0.3759 (0.4302) loss_cl: -0.2783 (-0.2783) time: 0.7461 data: 0.0002 max mem: 29860 [21:51:33.109145] Epoch: [10] [ 840/2904] eta: 0:26:24 lr: 0.000617 loss: 0.2630 (0.2741) loss_rec_all: 0.2876 (0.2989) loss_rec_sfr: 0.4280 (0.4306) loss_cl: -0.2774 (-0.2783) time: 0.7461 data: 0.0002 max mem: 29860 [21:51:48.031132] Epoch: [10] [ 860/2904] eta: 0:26:08 lr: 0.000618 loss: 0.2628 (0.2742) loss_rec_all: 0.2879 (0.2990) loss_rec_sfr: 0.4276 (0.4309) loss_cl: -0.2777 (-0.2783) time: 0.7461 data: 0.0002 max mem: 29860 [21:52:02.953883] Epoch: [10] [ 880/2904] eta: 0:25:52 lr: 0.000618 loss: 0.2587 (0.2741) loss_rec_all: 0.2835 (0.2989) loss_rec_sfr: 0.4379 (0.4310) loss_cl: -0.2785 (-0.2783) time: 0.7461 data: 0.0002 max mem: 29860 [21:52:17.873104] Epoch: [10] [ 900/2904] eta: 0:25:35 lr: 0.000619 loss: 0.2605 (0.2739) loss_rec_all: 0.2853 (0.2987) loss_rec_sfr: 0.3800 (0.4305) loss_cl: -0.2789 (-0.2783) time: 0.7459 data: 0.0002 max mem: 29860 [21:52:32.797607] Epoch: [10] [ 920/2904] eta: 0:25:19 lr: 0.000619 loss: 0.2653 (0.2740) loss_rec_all: 0.2902 (0.2988) loss_rec_sfr: 0.4091 (0.4307) loss_cl: -0.2785 (-0.2783) time: 0.7462 data: 0.0002 max mem: 29860 [21:52:47.716504] Epoch: [10] [ 940/2904] eta: 0:25:03 lr: 0.000619 loss: 0.2624 (0.2741) loss_rec_all: 0.2869 (0.2989) loss_rec_sfr: 0.4385 (0.4311) loss_cl: -0.2780 (-0.2783) time: 0.7459 data: 0.0002 max mem: 29860 [21:53:02.638299] Epoch: [10] [ 960/2904] eta: 0:24:47 lr: 0.000620 loss: 0.2594 (0.2740) loss_rec_all: 0.2845 (0.2988) loss_rec_sfr: 0.3887 (0.4311) loss_cl: -0.2787 (-0.2783) time: 0.7460 data: 0.0002 max mem: 29860 [21:53:17.563862] Epoch: [10] [ 980/2904] eta: 0:24:31 lr: 0.000620 loss: 0.2649 (0.2740) loss_rec_all: 0.2895 (0.2988) loss_rec_sfr: 0.3751 (0.4305) loss_cl: -0.2788 (-0.2783) time: 0.7462 data: 0.0002 max mem: 29860 [21:53:32.484148] Epoch: [10] [1000/2904] eta: 0:24:15 lr: 0.000621 loss: 0.2603 (0.2739) loss_rec_all: 0.2856 (0.2987) loss_rec_sfr: 0.4369 (0.4305) loss_cl: -0.2783 (-0.2783) time: 0.7460 data: 0.0002 max mem: 29860 [21:53:47.403551] Epoch: [10] [1020/2904] eta: 0:23:59 lr: 0.000621 loss: 0.2640 (0.2737) loss_rec_all: 0.2890 (0.2985) loss_rec_sfr: 0.3850 (0.4298) loss_cl: -0.2787 (-0.2783) time: 0.7459 data: 0.0002 max mem: 29860 [21:54:02.324649] Epoch: [10] [1040/2904] eta: 0:23:43 lr: 0.000621 loss: 0.2673 (0.2738) loss_rec_all: 0.2918 (0.2986) loss_rec_sfr: 0.4233 (0.4300) loss_cl: -0.2779 (-0.2783) time: 0.7460 data: 0.0002 max mem: 29860 [21:54:17.247018] Epoch: [10] [1060/2904] eta: 0:23:27 lr: 0.000622 loss: 0.2640 (0.2737) loss_rec_all: 0.2892 (0.2986) loss_rec_sfr: 0.3777 (0.4296) loss_cl: -0.2778 (-0.2783) time: 0.7461 data: 0.0002 max mem: 29860 [21:54:32.170596] Epoch: [10] [1080/2904] eta: 0:23:11 lr: 0.000622 loss: 0.2612 (0.2738) loss_rec_all: 0.2862 (0.2986) loss_rec_sfr: 0.4517 (0.4299) loss_cl: -0.2795 (-0.2783) time: 0.7461 data: 0.0002 max mem: 29860 [21:54:47.092109] Epoch: [10] [1100/2904] eta: 0:22:55 lr: 0.000623 loss: 0.2597 (0.2738) loss_rec_all: 0.2850 (0.2986) loss_rec_sfr: 0.4313 (0.4300) loss_cl: -0.2794 (-0.2783) time: 0.7460 data: 0.0002 max mem: 29860 [21:55:02.013838] Epoch: [10] [1120/2904] eta: 0:22:40 lr: 0.000623 loss: 0.2608 (0.2736) loss_rec_all: 0.2862 (0.2984) loss_rec_sfr: 0.3635 (0.4293) loss_cl: -0.2781 (-0.2783) time: 0.7460 data: 0.0002 max mem: 29860 [21:55:16.940337] Epoch: [10] [1140/2904] eta: 0:22:24 lr: 0.000624 loss: 0.2708 (0.2737) loss_rec_all: 0.2953 (0.2985) loss_rec_sfr: 0.4283 (0.4294) loss_cl: -0.2776 (-0.2783) time: 0.7463 data: 0.0002 max mem: 29860 [21:55:31.865961] Epoch: [10] [1160/2904] eta: 0:22:08 lr: 0.000624 loss: 0.2632 (0.2737) loss_rec_all: 0.2881 (0.2986) loss_rec_sfr: 0.4381 (0.4296) loss_cl: -0.2793 (-0.2783) time: 0.7462 data: 0.0002 max mem: 29860 [21:55:46.789162] Epoch: [10] [1180/2904] eta: 0:21:52 lr: 0.000624 loss: 0.2621 (0.2737) loss_rec_all: 0.2870 (0.2985) loss_rec_sfr: 0.3729 (0.4291) loss_cl: -0.2793 (-0.2783) time: 0.7461 data: 0.0002 max mem: 29860 [21:56:01.717814] Epoch: [10] [1200/2904] eta: 0:21:37 lr: 0.000625 loss: 0.2610 (0.2737) loss_rec_all: 0.2858 (0.2985) loss_rec_sfr: 0.4264 (0.4292) loss_cl: -0.2780 (-0.2783) time: 0.7464 data: 0.0002 max mem: 29860 [21:56:16.645370] Epoch: [10] [1220/2904] eta: 0:21:21 lr: 0.000625 loss: 0.2583 (0.2736) loss_rec_all: 0.2831 (0.2985) loss_rec_sfr: 0.3832 (0.4292) loss_cl: -0.2786 (-0.2783) time: 0.7463 data: 0.0002 max mem: 29860 [21:56:31.566881] Epoch: [10] [1240/2904] eta: 0:21:06 lr: 0.000626 loss: 0.2579 (0.2735) loss_rec_all: 0.2835 (0.2983) loss_rec_sfr: 0.4198 (0.4290) loss_cl: -0.2783 (-0.2783) time: 0.7460 data: 0.0002 max mem: 29860 [21:56:46.499310] Epoch: [10] [1260/2904] eta: 0:20:50 lr: 0.000626 loss: 0.2617 (0.2735) loss_rec_all: 0.2869 (0.2984) loss_rec_sfr: 0.3796 (0.4290) loss_cl: -0.2784 (-0.2783) time: 0.7466 data: 0.0002 max mem: 29860 [21:57:01.418733] Epoch: [10] [1280/2904] eta: 0:20:34 lr: 0.000626 loss: 0.2629 (0.2734) loss_rec_all: 0.2876 (0.2983) loss_rec_sfr: 0.3964 (0.4287) loss_cl: -0.2790 (-0.2783) time: 0.7459 data: 0.0002 max mem: 29860 [21:57:16.341326] Epoch: [10] [1300/2904] eta: 0:20:19 lr: 0.000627 loss: 0.2719 (0.2735) loss_rec_all: 0.2972 (0.2984) loss_rec_sfr: 0.4200 (0.4289) loss_cl: -0.2784 (-0.2783) time: 0.7461 data: 0.0002 max mem: 29860 [21:57:31.260918] Epoch: [10] [1320/2904] eta: 0:20:03 lr: 0.000627 loss: 0.2573 (0.2734) loss_rec_all: 0.2823 (0.2982) loss_rec_sfr: 0.3840 (0.4286) loss_cl: -0.2788 (-0.2783) time: 0.7459 data: 0.0002 max mem: 29860 [21:57:46.183061] Epoch: [10] [1340/2904] eta: 0:19:48 lr: 0.000628 loss: 0.2592 (0.2734) loss_rec_all: 0.2841 (0.2982) loss_rec_sfr: 0.4306 (0.4286) loss_cl: -0.2791 (-0.2783) time: 0.7461 data: 0.0002 max mem: 29860 [21:58:01.094324] Epoch: [10] [1360/2904] eta: 0:19:32 lr: 0.000628 loss: 0.2648 (0.2734) loss_rec_all: 0.2895 (0.2983) loss_rec_sfr: 0.4085 (0.4287) loss_cl: -0.2783 (-0.2783) time: 0.7455 data: 0.0002 max mem: 29860 [21:58:16.011776] Epoch: [10] [1380/2904] eta: 0:19:17 lr: 0.000629 loss: 0.2638 (0.2734) loss_rec_all: 0.2888 (0.2982) loss_rec_sfr: 0.3780 (0.4284) loss_cl: -0.2780 (-0.2783) time: 0.7458 data: 0.0002 max mem: 29860 [21:58:30.929361] Epoch: [10] [1400/2904] eta: 0:19:01 lr: 0.000629 loss: 0.2565 (0.2733) loss_rec_all: 0.2818 (0.2981) loss_rec_sfr: 0.3733 (0.4280) loss_cl: -0.2788 (-0.2783) time: 0.7458 data: 0.0002 max mem: 29860 [21:58:45.849752] Epoch: [10] [1420/2904] eta: 0:18:46 lr: 0.000629 loss: 0.2602 (0.2733) loss_rec_all: 0.2849 (0.2981) loss_rec_sfr: 0.4206 (0.4280) loss_cl: -0.2792 (-0.2783) time: 0.7460 data: 0.0002 max mem: 29860 [21:59:00.774055] Epoch: [10] [1440/2904] eta: 0:18:30 lr: 0.000630 loss: 0.2685 (0.2733) loss_rec_all: 0.2934 (0.2981) loss_rec_sfr: 0.4158 (0.4281) loss_cl: -0.2786 (-0.2783) time: 0.7462 data: 0.0002 max mem: 29860 [21:59:15.696666] Epoch: [10] [1460/2904] eta: 0:18:15 lr: 0.000630 loss: 0.2607 (0.2732) loss_rec_all: 0.2863 (0.2980) loss_rec_sfr: 0.3782 (0.4278) loss_cl: -0.2789 (-0.2783) time: 0.7461 data: 0.0002 max mem: 29860 [21:59:30.636252] Epoch: [10] [1480/2904] eta: 0:18:00 lr: 0.000631 loss: 0.2589 (0.2731) loss_rec_all: 0.2836 (0.2979) loss_rec_sfr: 0.3871 (0.4276) loss_cl: -0.2777 (-0.2783) time: 0.7468 data: 0.0003 max mem: 29860 [21:59:45.590474] Epoch: [10] [1500/2904] eta: 0:17:44 lr: 0.000631 loss: 0.2633 (0.2731) loss_rec_all: 0.2880 (0.2980) loss_rec_sfr: 0.4401 (0.4278) loss_cl: -0.2793 (-0.2783) time: 0.7476 data: 0.0007 max mem: 29860 [22:00:00.553492] Epoch: [10] [1520/2904] eta: 0:17:29 lr: 0.000631 loss: 0.2567 (0.2731) loss_rec_all: 0.2820 (0.2979) loss_rec_sfr: 0.4305 (0.4279) loss_cl: -0.2776 (-0.2783) time: 0.7481 data: 0.0003 max mem: 29860 [22:00:15.502177] Epoch: [10] [1540/2904] eta: 0:17:13 lr: 0.000632 loss: 0.2574 (0.2730) loss_rec_all: 0.2822 (0.2978) loss_rec_sfr: 0.4328 (0.4280) loss_cl: -0.2779 (-0.2783) time: 0.7473 data: 0.0003 max mem: 29860 [22:00:30.445521] Epoch: [10] [1560/2904] eta: 0:16:58 lr: 0.000632 loss: 0.2600 (0.2729) loss_rec_all: 0.2853 (0.2978) loss_rec_sfr: 0.3684 (0.4277) loss_cl: -0.2781 (-0.2783) time: 0.7471 data: 0.0003 max mem: 29860 [22:00:45.404421] Epoch: [10] [1580/2904] eta: 0:16:43 lr: 0.000633 loss: 0.2569 (0.2729) loss_rec_all: 0.2818 (0.2977) loss_rec_sfr: 0.3857 (0.4276) loss_cl: -0.2792 (-0.2783) time: 0.7478 data: 0.0004 max mem: 29860 [22:01:00.362854] Epoch: [10] [1600/2904] eta: 0:16:27 lr: 0.000633 loss: 0.2647 (0.2729) loss_rec_all: 0.2900 (0.2977) loss_rec_sfr: 0.3826 (0.4276) loss_cl: -0.2786 (-0.2783) time: 0.7478 data: 0.0004 max mem: 29860 [22:01:15.302715] Epoch: [10] [1620/2904] eta: 0:16:12 lr: 0.000633 loss: 0.2583 (0.2729) loss_rec_all: 0.2830 (0.2977) loss_rec_sfr: 0.4287 (0.4277) loss_cl: -0.2791 (-0.2783) time: 0.7469 data: 0.0004 max mem: 29860 [22:01:30.254093] Epoch: [10] [1640/2904] eta: 0:15:57 lr: 0.000634 loss: 0.2581 (0.2728) loss_rec_all: 0.2829 (0.2976) loss_rec_sfr: 0.3813 (0.4274) loss_cl: -0.2778 (-0.2783) time: 0.7475 data: 0.0003 max mem: 29860 [22:01:45.211948] Epoch: [10] [1660/2904] eta: 0:15:42 lr: 0.000634 loss: 0.2598 (0.2727) loss_rec_all: 0.2843 (0.2975) loss_rec_sfr: 0.3830 (0.4273) loss_cl: -0.2786 (-0.2783) time: 0.7478 data: 0.0003 max mem: 29860 [22:02:00.164059] Epoch: [10] [1680/2904] eta: 0:15:26 lr: 0.000635 loss: 0.2602 (0.2727) loss_rec_all: 0.2850 (0.2975) loss_rec_sfr: 0.4330 (0.4275) loss_cl: -0.2794 (-0.2783) time: 0.7476 data: 0.0003 max mem: 29860 [22:02:15.115298] Epoch: [10] [1700/2904] eta: 0:15:11 lr: 0.000635 loss: 0.2625 (0.2727) loss_rec_all: 0.2878 (0.2975) loss_rec_sfr: 0.3813 (0.4274) loss_cl: -0.2777 (-0.2783) time: 0.7475 data: 0.0003 max mem: 29860 [22:02:30.061039] Epoch: [10] [1720/2904] eta: 0:14:56 lr: 0.000636 loss: 0.2602 (0.2727) loss_rec_all: 0.2849 (0.2976) loss_rec_sfr: 0.3858 (0.4276) loss_cl: -0.2785 (-0.2783) time: 0.7472 data: 0.0003 max mem: 29860 [22:02:45.006657] Epoch: [10] [1740/2904] eta: 0:14:40 lr: 0.000636 loss: 0.2571 (0.2726) loss_rec_all: 0.2821 (0.2975) loss_rec_sfr: 0.3770 (0.4274) loss_cl: -0.2788 (-0.2783) time: 0.7472 data: 0.0003 max mem: 29860 [22:02:59.975776] Epoch: [10] [1760/2904] eta: 0:14:25 lr: 0.000636 loss: 0.2598 (0.2726) loss_rec_all: 0.2849 (0.2975) loss_rec_sfr: 0.3807 (0.4273) loss_cl: -0.2780 (-0.2783) time: 0.7484 data: 0.0003 max mem: 29860 [22:03:14.944211] Epoch: [10] [1780/2904] eta: 0:14:10 lr: 0.000637 loss: 0.2625 (0.2726) loss_rec_all: 0.2873 (0.2975) loss_rec_sfr: 0.4423 (0.4275) loss_cl: -0.2781 (-0.2783) time: 0.7484 data: 0.0003 max mem: 29860 [22:03:29.913835] Epoch: [10] [1800/2904] eta: 0:13:55 lr: 0.000637 loss: 0.2548 (0.2725) loss_rec_all: 0.2801 (0.2974) loss_rec_sfr: 0.3799 (0.4274) loss_cl: -0.2792 (-0.2783) time: 0.7484 data: 0.0003 max mem: 29860 [22:03:44.866395] Epoch: [10] [1820/2904] eta: 0:13:39 lr: 0.000638 loss: 0.2620 (0.2726) loss_rec_all: 0.2867 (0.2974) loss_rec_sfr: 0.4169 (0.4275) loss_cl: -0.2786 (-0.2783) time: 0.7476 data: 0.0003 max mem: 29860 [22:03:59.821213] Epoch: [10] [1840/2904] eta: 0:13:24 lr: 0.000638 loss: 0.2576 (0.2725) loss_rec_all: 0.2829 (0.2973) loss_rec_sfr: 0.3658 (0.4269) loss_cl: -0.2779 (-0.2783) time: 0.7477 data: 0.0003 max mem: 29860 [22:04:14.762548] Epoch: [10] [1860/2904] eta: 0:13:09 lr: 0.000638 loss: 0.2586 (0.2724) loss_rec_all: 0.2835 (0.2973) loss_rec_sfr: 0.3784 (0.4268) loss_cl: -0.2785 (-0.2783) time: 0.7470 data: 0.0003 max mem: 29860 [22:04:29.715984] Epoch: [10] [1880/2904] eta: 0:12:54 lr: 0.000639 loss: 0.2599 (0.2724) loss_rec_all: 0.2847 (0.2973) loss_rec_sfr: 0.3855 (0.4268) loss_cl: -0.2788 (-0.2783) time: 0.7476 data: 0.0003 max mem: 29860 [22:04:44.667116] Epoch: [10] [1900/2904] eta: 0:12:39 lr: 0.000639 loss: 0.2587 (0.2724) loss_rec_all: 0.2835 (0.2973) loss_rec_sfr: 0.4368 (0.4270) loss_cl: -0.2787 (-0.2783) time: 0.7475 data: 0.0002 max mem: 29860 [22:04:59.623185] Epoch: [10] [1920/2904] eta: 0:12:23 lr: 0.000640 loss: 0.2628 (0.2725) loss_rec_all: 0.2877 (0.2974) loss_rec_sfr: 0.4409 (0.4273) loss_cl: -0.2786 (-0.2783) time: 0.7478 data: 0.0002 max mem: 29860 [22:05:14.590858] Epoch: [10] [1940/2904] eta: 0:12:08 lr: 0.000640 loss: 0.2606 (0.2726) loss_rec_all: 0.2858 (0.2974) loss_rec_sfr: 0.3761 (0.4273) loss_cl: -0.2789 (-0.2783) time: 0.7483 data: 0.0003 max mem: 29860 [22:05:29.535560] Epoch: [10] [1960/2904] eta: 0:11:53 lr: 0.000640 loss: 0.2569 (0.2725) loss_rec_all: 0.2820 (0.2974) loss_rec_sfr: 0.3974 (0.4272) loss_cl: -0.2775 (-0.2783) time: 0.7472 data: 0.0002 max mem: 29860 [22:05:44.481441] Epoch: [10] [1980/2904] eta: 0:11:38 lr: 0.000641 loss: 0.2570 (0.2725) loss_rec_all: 0.2813 (0.2973) loss_rec_sfr: 0.3915 (0.4272) loss_cl: -0.2783 (-0.2783) time: 0.7472 data: 0.0003 max mem: 29860 [22:05:59.433915] Epoch: [10] [2000/2904] eta: 0:11:23 lr: 0.000641 loss: 0.2598 (0.2725) loss_rec_all: 0.2851 (0.2973) loss_rec_sfr: 0.3895 (0.4271) loss_cl: -0.2792 (-0.2783) time: 0.7476 data: 0.0003 max mem: 29860 [22:06:14.390309] Epoch: [10] [2020/2904] eta: 0:11:07 lr: 0.000642 loss: 0.2593 (0.2725) loss_rec_all: 0.2838 (0.2973) loss_rec_sfr: 0.3708 (0.4270) loss_cl: -0.2787 (-0.2783) time: 0.7478 data: 0.0003 max mem: 29860 [22:06:29.348211] Epoch: [10] [2040/2904] eta: 0:10:52 lr: 0.000642 loss: 0.2558 (0.2724) loss_rec_all: 0.2809 (0.2973) loss_rec_sfr: 0.4219 (0.4270) loss_cl: -0.2791 (-0.2783) time: 0.7478 data: 0.0003 max mem: 29860 [22:06:44.298843] Epoch: [10] [2060/2904] eta: 0:10:37 lr: 0.000643 loss: 0.2663 (0.2724) loss_rec_all: 0.2916 (0.2973) loss_rec_sfr: 0.3741 (0.4268) loss_cl: -0.2776 (-0.2783) time: 0.7475 data: 0.0002 max mem: 29860 [22:06:59.250732] Epoch: [10] [2080/2904] eta: 0:10:22 lr: 0.000643 loss: 0.2598 (0.2724) loss_rec_all: 0.2844 (0.2972) loss_rec_sfr: 0.3730 (0.4266) loss_cl: -0.2778 (-0.2783) time: 0.7476 data: 0.0003 max mem: 29860 [22:07:14.213805] Epoch: [10] [2100/2904] eta: 0:10:07 lr: 0.000643 loss: 0.2614 (0.2723) loss_rec_all: 0.2866 (0.2972) loss_rec_sfr: 0.3641 (0.4264) loss_cl: -0.2788 (-0.2783) time: 0.7481 data: 0.0003 max mem: 29860 [22:07:29.155959] Epoch: [10] [2120/2904] eta: 0:09:52 lr: 0.000644 loss: 0.2562 (0.2723) loss_rec_all: 0.2808 (0.2971) loss_rec_sfr: 0.3817 (0.4263) loss_cl: -0.2786 (-0.2783) time: 0.7470 data: 0.0003 max mem: 29860 [22:07:44.114676] Epoch: [10] [2140/2904] eta: 0:09:36 lr: 0.000644 loss: 0.2614 (0.2723) loss_rec_all: 0.2867 (0.2971) loss_rec_sfr: 0.4053 (0.4264) loss_cl: -0.2785 (-0.2783) time: 0.7479 data: 0.0003 max mem: 29860 [22:07:59.059355] Epoch: [10] [2160/2904] eta: 0:09:21 lr: 0.000645 loss: 0.2565 (0.2723) loss_rec_all: 0.2820 (0.2971) loss_rec_sfr: 0.3696 (0.4263) loss_cl: -0.2780 (-0.2783) time: 0.7472 data: 0.0003 max mem: 29860 [22:08:14.006968] Epoch: [10] [2180/2904] eta: 0:09:06 lr: 0.000645 loss: 0.2591 (0.2723) loss_rec_all: 0.2846 (0.2971) loss_rec_sfr: 0.4360 (0.4264) loss_cl: -0.2779 (-0.2783) time: 0.7473 data: 0.0004 max mem: 29860 [22:08:28.957181] Epoch: [10] [2200/2904] eta: 0:08:51 lr: 0.000645 loss: 0.2591 (0.2723) loss_rec_all: 0.2835 (0.2971) loss_rec_sfr: 0.4277 (0.4265) loss_cl: -0.2784 (-0.2783) time: 0.7475 data: 0.0004 max mem: 29860 [22:08:43.914504] Epoch: [10] [2220/2904] eta: 0:08:36 lr: 0.000646 loss: 0.2555 (0.2722) loss_rec_all: 0.2809 (0.2970) loss_rec_sfr: 0.3754 (0.4263) loss_cl: -0.2791 (-0.2783) time: 0.7478 data: 0.0004 max mem: 29860 [22:08:58.865921] Epoch: [10] [2240/2904] eta: 0:08:21 lr: 0.000646 loss: 0.2536 (0.2721) loss_rec_all: 0.2787 (0.2970) loss_rec_sfr: 0.4220 (0.4262) loss_cl: -0.2790 (-0.2783) time: 0.7475 data: 0.0004 max mem: 29860 [22:09:13.801168] Epoch: [10] [2260/2904] eta: 0:08:06 lr: 0.000647 loss: 0.2584 (0.2720) loss_rec_all: 0.2838 (0.2969) loss_rec_sfr: 0.3689 (0.4259) loss_cl: -0.2794 (-0.2783) time: 0.7467 data: 0.0002 max mem: 29860 [22:09:28.759846] Epoch: [10] [2280/2904] eta: 0:07:50 lr: 0.000647 loss: 0.2545 (0.2719) loss_rec_all: 0.2797 (0.2968) loss_rec_sfr: 0.4290 (0.4259) loss_cl: -0.2796 (-0.2783) time: 0.7479 data: 0.0003 max mem: 29860 [22:09:43.727228] Epoch: [10] [2300/2904] eta: 0:07:35 lr: 0.000648 loss: 0.2569 (0.2719) loss_rec_all: 0.2814 (0.2968) loss_rec_sfr: 0.4296 (0.4260) loss_cl: -0.2775 (-0.2783) time: 0.7483 data: 0.0003 max mem: 29860 [22:09:58.686304] Epoch: [10] [2320/2904] eta: 0:07:20 lr: 0.000648 loss: 0.2569 (0.2719) loss_rec_all: 0.2816 (0.2967) loss_rec_sfr: 0.3795 (0.4259) loss_cl: -0.2782 (-0.2783) time: 0.7479 data: 0.0002 max mem: 29860 [22:10:13.621485] Epoch: [10] [2340/2904] eta: 0:07:05 lr: 0.000648 loss: 0.2602 (0.2718) loss_rec_all: 0.2851 (0.2967) loss_rec_sfr: 0.3749 (0.4257) loss_cl: -0.2791 (-0.2783) time: 0.7467 data: 0.0003 max mem: 29860 [22:10:28.568957] Epoch: [10] [2360/2904] eta: 0:06:50 lr: 0.000649 loss: 0.2624 (0.2719) loss_rec_all: 0.2879 (0.2967) loss_rec_sfr: 0.4106 (0.4258) loss_cl: -0.2783 (-0.2783) time: 0.7473 data: 0.0003 max mem: 29860 [22:10:43.521507] Epoch: [10] [2380/2904] eta: 0:06:35 lr: 0.000649 loss: 0.2659 (0.2719) loss_rec_all: 0.2910 (0.2967) loss_rec_sfr: 0.3743 (0.4258) loss_cl: -0.2786 (-0.2783) time: 0.7476 data: 0.0003 max mem: 29860 [22:10:58.467665] Epoch: [10] [2400/2904] eta: 0:06:20 lr: 0.000650 loss: 0.2599 (0.2718) loss_rec_all: 0.2851 (0.2967) loss_rec_sfr: 0.3657 (0.4255) loss_cl: -0.2782 (-0.2783) time: 0.7473 data: 0.0003 max mem: 29860 [22:11:13.416705] Epoch: [10] [2420/2904] eta: 0:06:05 lr: 0.000650 loss: 0.2541 (0.2717) loss_rec_all: 0.2786 (0.2966) loss_rec_sfr: 0.3583 (0.4252) loss_cl: -0.2778 (-0.2783) time: 0.7474 data: 0.0003 max mem: 29860 [22:11:28.367787] Epoch: [10] [2440/2904] eta: 0:05:49 lr: 0.000650 loss: 0.2592 (0.2717) loss_rec_all: 0.2843 (0.2966) loss_rec_sfr: 0.4126 (0.4252) loss_cl: -0.2788 (-0.2783) time: 0.7475 data: 0.0003 max mem: 29860 [22:11:43.325348] Epoch: [10] [2460/2904] eta: 0:05:34 lr: 0.000651 loss: 0.2587 (0.2718) loss_rec_all: 0.2837 (0.2966) loss_rec_sfr: 0.4108 (0.4253) loss_cl: -0.2793 (-0.2783) time: 0.7478 data: 0.0003 max mem: 29860 [22:11:58.281425] Epoch: [10] [2480/2904] eta: 0:05:19 lr: 0.000651 loss: 0.2565 (0.2716) loss_rec_all: 0.2817 (0.2965) loss_rec_sfr: 0.3653 (0.4250) loss_cl: -0.2779 (-0.2783) time: 0.7478 data: 0.0003 max mem: 29860 [22:12:13.235756] Epoch: [10] [2500/2904] eta: 0:05:04 lr: 0.000652 loss: 0.2585 (0.2717) loss_rec_all: 0.2838 (0.2965) loss_rec_sfr: 0.3750 (0.4250) loss_cl: -0.2785 (-0.2783) time: 0.7477 data: 0.0002 max mem: 29860 [22:12:28.187521] Epoch: [10] [2520/2904] eta: 0:04:49 lr: 0.000652 loss: 0.2552 (0.2716) loss_rec_all: 0.2805 (0.2965) loss_rec_sfr: 0.3781 (0.4249) loss_cl: -0.2789 (-0.2783) time: 0.7475 data: 0.0002 max mem: 29860 [22:12:43.143466] Epoch: [10] [2540/2904] eta: 0:04:34 lr: 0.000652 loss: 0.2621 (0.2717) loss_rec_all: 0.2869 (0.2965) loss_rec_sfr: 0.4400 (0.4251) loss_cl: -0.2782 (-0.2783) time: 0.7477 data: 0.0003 max mem: 29860 [22:12:58.091101] Epoch: [10] [2560/2904] eta: 0:04:19 lr: 0.000653 loss: 0.2554 (0.2716) loss_rec_all: 0.2808 (0.2965) loss_rec_sfr: 0.3773 (0.4250) loss_cl: -0.2774 (-0.2783) time: 0.7473 data: 0.0003 max mem: 29860 [22:13:13.016424] Epoch: [10] [2580/2904] eta: 0:04:04 lr: 0.000653 loss: 0.2585 (0.2716) loss_rec_all: 0.2832 (0.2964) loss_rec_sfr: 0.4284 (0.4250) loss_cl: -0.2779 (-0.2783) time: 0.7462 data: 0.0002 max mem: 29860 [22:13:27.972422] Epoch: [10] [2600/2904] eta: 0:03:49 lr: 0.000654 loss: 0.2600 (0.2715) loss_rec_all: 0.2850 (0.2964) loss_rec_sfr: 0.3775 (0.4249) loss_cl: -0.2793 (-0.2783) time: 0.7477 data: 0.0003 max mem: 29860 [22:13:42.918035] Epoch: [10] [2620/2904] eta: 0:03:34 lr: 0.000654 loss: 0.2560 (0.2715) loss_rec_all: 0.2811 (0.2964) loss_rec_sfr: 0.4154 (0.4249) loss_cl: -0.2790 (-0.2783) time: 0.7472 data: 0.0003 max mem: 29860 [22:13:57.873906] Epoch: [10] [2640/2904] eta: 0:03:18 lr: 0.000655 loss: 0.2627 (0.2716) loss_rec_all: 0.2879 (0.2964) loss_rec_sfr: 0.4174 (0.4250) loss_cl: -0.2773 (-0.2783) time: 0.7477 data: 0.0003 max mem: 29860 [22:14:12.828315] Epoch: [10] [2660/2904] eta: 0:03:03 lr: 0.000655 loss: 0.2574 (0.2715) loss_rec_all: 0.2828 (0.2963) loss_rec_sfr: 0.3606 (0.4247) loss_cl: -0.2782 (-0.2783) time: 0.7477 data: 0.0003 max mem: 29860 [22:14:27.775707] Epoch: [10] [2680/2904] eta: 0:02:48 lr: 0.000655 loss: 0.2613 (0.2715) loss_rec_all: 0.2867 (0.2963) loss_rec_sfr: 0.4153 (0.4248) loss_cl: -0.2790 (-0.2783) time: 0.7473 data: 0.0003 max mem: 29860 [22:14:42.727554] Epoch: [10] [2700/2904] eta: 0:02:33 lr: 0.000656 loss: 0.2545 (0.2714) loss_rec_all: 0.2798 (0.2963) loss_rec_sfr: 0.4206 (0.4248) loss_cl: -0.2783 (-0.2783) time: 0.7475 data: 0.0003 max mem: 29860 [22:14:57.688294] Epoch: [10] [2720/2904] eta: 0:02:18 lr: 0.000656 loss: 0.2614 (0.2714) loss_rec_all: 0.2869 (0.2963) loss_rec_sfr: 0.3685 (0.4246) loss_cl: -0.2784 (-0.2783) time: 0.7480 data: 0.0002 max mem: 29860 [22:15:12.645543] Epoch: [10] [2740/2904] eta: 0:02:03 lr: 0.000657 loss: 0.2582 (0.2714) loss_rec_all: 0.2835 (0.2962) loss_rec_sfr: 0.4181 (0.4245) loss_cl: -0.2781 (-0.2783) time: 0.7478 data: 0.0003 max mem: 29860 [22:15:27.600337] Epoch: [10] [2760/2904] eta: 0:01:48 lr: 0.000657 loss: 0.2554 (0.2713) loss_rec_all: 0.2808 (0.2962) loss_rec_sfr: 0.4109 (0.4245) loss_cl: -0.2790 (-0.2783) time: 0.7477 data: 0.0003 max mem: 29860 [22:15:42.569313] Epoch: [10] [2780/2904] eta: 0:01:33 lr: 0.000657 loss: 0.2538 (0.2713) loss_rec_all: 0.2792 (0.2962) loss_rec_sfr: 0.4150 (0.4245) loss_cl: -0.2789 (-0.2783) time: 0.7484 data: 0.0002 max mem: 29860 [22:15:57.528699] Epoch: [10] [2800/2904] eta: 0:01:18 lr: 0.000658 loss: 0.2676 (0.2713) loss_rec_all: 0.2930 (0.2962) loss_rec_sfr: 0.3750 (0.4244) loss_cl: -0.2788 (-0.2783) time: 0.7479 data: 0.0003 max mem: 29860 [22:16:12.502722] Epoch: [10] [2820/2904] eta: 0:01:03 lr: 0.000658 loss: 0.2632 (0.2713) loss_rec_all: 0.2887 (0.2962) loss_rec_sfr: 0.4056 (0.4244) loss_cl: -0.2784 (-0.2783) time: 0.7486 data: 0.0003 max mem: 29860 [22:16:27.579783] Epoch: [10] [2840/2904] eta: 0:00:48 lr: 0.000659 loss: 0.2629 (0.2713) loss_rec_all: 0.2878 (0.2962) loss_rec_sfr: 0.4245 (0.4245) loss_cl: -0.2775 (-0.2783) time: 0.7538 data: 0.0064 max mem: 29860 [22:16:42.507244] Epoch: [10] [2860/2904] eta: 0:00:33 lr: 0.000659 loss: 0.2584 (0.2713) loss_rec_all: 0.2831 (0.2961) loss_rec_sfr: 0.3704 (0.4243) loss_cl: -0.2787 (-0.2783) time: 0.7463 data: 0.0001 max mem: 29860 [22:16:57.417869] Epoch: [10] [2880/2904] eta: 0:00:18 lr: 0.000660 loss: 0.2623 (0.2713) loss_rec_all: 0.2871 (0.2961) loss_rec_sfr: 0.3771 (0.4242) loss_cl: -0.2786 (-0.2783) time: 0.7455 data: 0.0001 max mem: 29860 [22:17:12.325393] Epoch: [10] [2900/2904] eta: 0:00:03 lr: 0.000660 loss: 0.2605 (0.2713) loss_rec_all: 0.2854 (0.2962) loss_rec_sfr: 0.4316 (0.4243) loss_cl: -0.2787 (-0.2783) time: 0.7453 data: 0.0002 max mem: 29860 [22:17:14.568311] Epoch: [10] [2903/2904] eta: 0:00:00 lr: 0.000660 loss: 0.2598 (0.2713) loss_rec_all: 0.2853 (0.2962) loss_rec_sfr: 0.4348 (0.4243) loss_cl: -0.2787 (-0.2783) time: 0.7454 data: 0.0002 max mem: 29860 [22:17:16.748006] Epoch: [10] Total time: 0:36:29 (0.7539 s / it) [22:17:16.749038] Averaged stats: lr: 0.000660 loss: 0.2598 (0.2736) loss_rec_all: 0.2853 (0.2961) loss_rec_sfr: 0.4348 (0.4239) loss_cl: -0.2787 (-0.2549) [22:17:16.754471] log_dir: ./checkpoint/VF2_ViT-B [22:17:31.886248] Epoch: [11] [ 0/2904] eta: 12:12:18 lr: 0.000660 loss: 0.2605 (0.2605) loss_rec_all: 0.2855 (0.2855) loss_rec_sfr: 0.3780 (0.3780) loss_cl: -0.2766 (-0.2766) time: 15.1305 data: 13.2977 max mem: 29860 [22:17:47.281932] Epoch: [11] [ 20/2904] eta: 1:09:52 lr: 0.000660 loss: 0.2623 (0.2769) loss_rec_all: 0.2877 (0.3016) loss_rec_sfr: 0.3850 (0.4317) loss_cl: -0.2779 (-0.2778) time: 0.7697 data: 0.0002 max mem: 29860 [22:18:02.162344] Epoch: [11] [ 40/2904] eta: 0:52:51 lr: 0.000661 loss: 0.2530 (0.2691) loss_rec_all: 0.2781 (0.2940) loss_rec_sfr: 0.4175 (0.4230) loss_cl: -0.2784 (-0.2781) time: 0.7440 data: 0.0002 max mem: 29860 [22:18:17.048168] Epoch: [11] [ 60/2904] eta: 0:46:50 lr: 0.000661 loss: 0.2578 (0.2685) loss_rec_all: 0.2831 (0.2934) loss_rec_sfr: 0.3739 (0.4213) loss_cl: -0.2791 (-0.2784) time: 0.7442 data: 0.0002 max mem: 29860 [22:18:31.941735] Epoch: [11] [ 80/2904] eta: 0:43:41 lr: 0.000662 loss: 0.2561 (0.2686) loss_rec_all: 0.2810 (0.2935) loss_rec_sfr: 0.4233 (0.4239) loss_cl: -0.2792 (-0.2785) time: 0.7446 data: 0.0003 max mem: 29860 [22:18:46.841336] Epoch: [11] [ 100/2904] eta: 0:41:40 lr: 0.000662 loss: 0.2565 (0.2682) loss_rec_all: 0.2811 (0.2931) loss_rec_sfr: 0.4310 (0.4246) loss_cl: -0.2767 (-0.2782) time: 0.7449 data: 0.0003 max mem: 29860 [22:19:01.757062] Epoch: [11] [ 120/2904] eta: 0:40:15 lr: 0.000662 loss: 0.2533 (0.2675) loss_rec_all: 0.2782 (0.2924) loss_rec_sfr: 0.4273 (0.4257) loss_cl: -0.2778 (-0.2781) time: 0.7457 data: 0.0003 max mem: 29860 [22:19:16.671840] Epoch: [11] [ 140/2904] eta: 0:39:10 lr: 0.000663 loss: 0.2590 (0.2684) loss_rec_all: 0.2841 (0.2932) loss_rec_sfr: 0.4097 (0.4263) loss_cl: -0.2788 (-0.2782) time: 0.7457 data: 0.0003 max mem: 29860 [22:19:31.586215] Epoch: [11] [ 160/2904] eta: 0:38:17 lr: 0.000663 loss: 0.2610 (0.2689) loss_rec_all: 0.2863 (0.2937) loss_rec_sfr: 0.3734 (0.4254) loss_cl: -0.2788 (-0.2782) time: 0.7456 data: 0.0003 max mem: 29860 [22:19:46.504573] Epoch: [11] [ 180/2904] eta: 0:37:33 lr: 0.000664 loss: 0.2617 (0.2695) loss_rec_all: 0.2864 (0.2944) loss_rec_sfr: 0.4283 (0.4274) loss_cl: -0.2790 (-0.2783) time: 0.7458 data: 0.0004 max mem: 29860 [22:20:01.447044] Epoch: [11] [ 200/2904] eta: 0:36:55 lr: 0.000664 loss: 0.2573 (0.2691) loss_rec_all: 0.2822 (0.2939) loss_rec_sfr: 0.3784 (0.4250) loss_cl: -0.2784 (-0.2783) time: 0.7471 data: 0.0002 max mem: 29860 [22:20:16.360480] Epoch: [11] [ 220/2904] eta: 0:36:21 lr: 0.000665 loss: 0.2575 (0.2686) loss_rec_all: 0.2828 (0.2934) loss_rec_sfr: 0.3778 (0.4231) loss_cl: -0.2777 (-0.2783) time: 0.7456 data: 0.0003 max mem: 29860 [22:20:31.361561] Epoch: [11] [ 240/2904] eta: 0:35:50 lr: 0.000665 loss: 0.2574 (0.2680) loss_rec_all: 0.2828 (0.2929) loss_rec_sfr: 0.3679 (0.4200) loss_cl: -0.2783 (-0.2783) time: 0.7500 data: 0.0003 max mem: 29860 [22:20:46.280913] Epoch: [11] [ 260/2904] eta: 0:35:22 lr: 0.000665 loss: 0.2564 (0.2676) loss_rec_all: 0.2818 (0.2925) loss_rec_sfr: 0.3793 (0.4192) loss_cl: -0.2787 (-0.2783) time: 0.7459 data: 0.0003 max mem: 29860 [22:21:01.203148] Epoch: [11] [ 280/2904] eta: 0:34:55 lr: 0.000666 loss: 0.2554 (0.2674) loss_rec_all: 0.2809 (0.2923) loss_rec_sfr: 0.3736 (0.4184) loss_cl: -0.2786 (-0.2783) time: 0.7461 data: 0.0003 max mem: 29860 [22:21:16.123618] Epoch: [11] [ 300/2904] eta: 0:34:30 lr: 0.000666 loss: 0.2591 (0.2672) loss_rec_all: 0.2839 (0.2921) loss_rec_sfr: 0.3743 (0.4178) loss_cl: -0.2794 (-0.2783) time: 0.7460 data: 0.0003 max mem: 29860 [22:21:31.046648] Epoch: [11] [ 320/2904] eta: 0:34:06 lr: 0.000667 loss: 0.2538 (0.2670) loss_rec_all: 0.2786 (0.2919) loss_rec_sfr: 0.4263 (0.4181) loss_cl: -0.2781 (-0.2783) time: 0.7461 data: 0.0004 max mem: 29860 [22:21:45.967478] Epoch: [11] [ 340/2904] eta: 0:33:44 lr: 0.000667 loss: 0.2570 (0.2669) loss_rec_all: 0.2820 (0.2918) loss_rec_sfr: 0.4196 (0.4186) loss_cl: -0.2793 (-0.2783) time: 0.7460 data: 0.0003 max mem: 29860 [22:22:00.889745] Epoch: [11] [ 360/2904] eta: 0:33:22 lr: 0.000667 loss: 0.2525 (0.2666) loss_rec_all: 0.2774 (0.2915) loss_rec_sfr: 0.4128 (0.4185) loss_cl: -0.2785 (-0.2783) time: 0.7461 data: 0.0003 max mem: 29860 [22:22:15.812775] Epoch: [11] [ 380/2904] eta: 0:33:00 lr: 0.000668 loss: 0.2585 (0.2667) loss_rec_all: 0.2833 (0.2916) loss_rec_sfr: 0.3710 (0.4183) loss_cl: -0.2785 (-0.2783) time: 0.7461 data: 0.0002 max mem: 29860 [22:22:30.736343] Epoch: [11] [ 400/2904] eta: 0:32:40 lr: 0.000668 loss: 0.2593 (0.2664) loss_rec_all: 0.2843 (0.2914) loss_rec_sfr: 0.3804 (0.4178) loss_cl: -0.2792 (-0.2784) time: 0.7461 data: 0.0002 max mem: 29860 [22:22:45.657920] Epoch: [11] [ 420/2904] eta: 0:32:20 lr: 0.000669 loss: 0.2575 (0.2663) loss_rec_all: 0.2823 (0.2912) loss_rec_sfr: 0.3804 (0.4172) loss_cl: -0.2786 (-0.2784) time: 0.7460 data: 0.0003 max mem: 29860 [22:23:00.573345] Epoch: [11] [ 440/2904] eta: 0:32:00 lr: 0.000669 loss: 0.2580 (0.2663) loss_rec_all: 0.2826 (0.2912) loss_rec_sfr: 0.3763 (0.4168) loss_cl: -0.2779 (-0.2784) time: 0.7457 data: 0.0003 max mem: 29860 [22:23:15.491772] Epoch: [11] [ 460/2904] eta: 0:31:41 lr: 0.000670 loss: 0.2539 (0.2663) loss_rec_all: 0.2787 (0.2912) loss_rec_sfr: 0.4157 (0.4174) loss_cl: -0.2779 (-0.2783) time: 0.7459 data: 0.0002 max mem: 29860 [22:23:30.412904] Epoch: [11] [ 480/2904] eta: 0:31:22 lr: 0.000670 loss: 0.2583 (0.2665) loss_rec_all: 0.2836 (0.2914) loss_rec_sfr: 0.3763 (0.4169) loss_cl: -0.2782 (-0.2783) time: 0.7460 data: 0.0002 max mem: 29860 [22:23:45.332157] Epoch: [11] [ 500/2904] eta: 0:31:04 lr: 0.000670 loss: 0.2580 (0.2666) loss_rec_all: 0.2827 (0.2915) loss_rec_sfr: 0.4300 (0.4173) loss_cl: -0.2800 (-0.2784) time: 0.7459 data: 0.0003 max mem: 29860 [22:24:00.259206] Epoch: [11] [ 520/2904] eta: 0:30:46 lr: 0.000671 loss: 0.2557 (0.2669) loss_rec_all: 0.2809 (0.2919) loss_rec_sfr: 0.3816 (0.4177) loss_cl: -0.2794 (-0.2784) time: 0.7463 data: 0.0002 max mem: 29860 [22:24:15.173521] Epoch: [11] [ 540/2904] eta: 0:30:28 lr: 0.000671 loss: 0.2635 (0.2672) loss_rec_all: 0.2881 (0.2921) loss_rec_sfr: 0.3899 (0.4182) loss_cl: -0.2779 (-0.2784) time: 0.7457 data: 0.0003 max mem: 29860 [22:24:30.089595] Epoch: [11] [ 560/2904] eta: 0:30:10 lr: 0.000672 loss: 0.2584 (0.2671) loss_rec_all: 0.2827 (0.2921) loss_rec_sfr: 0.3739 (0.4182) loss_cl: -0.2767 (-0.2783) time: 0.7458 data: 0.0002 max mem: 29860 [22:24:45.004723] Epoch: [11] [ 580/2904] eta: 0:29:52 lr: 0.000672 loss: 0.2510 (0.2670) loss_rec_all: 0.2761 (0.2919) loss_rec_sfr: 0.3668 (0.4177) loss_cl: -0.2788 (-0.2783) time: 0.7457 data: 0.0002 max mem: 29860 [22:24:59.919143] Epoch: [11] [ 600/2904] eta: 0:29:35 lr: 0.000672 loss: 0.2545 (0.2670) loss_rec_all: 0.2794 (0.2919) loss_rec_sfr: 0.4338 (0.4183) loss_cl: -0.2788 (-0.2783) time: 0.7456 data: 0.0003 max mem: 29860 [22:25:14.836316] Epoch: [11] [ 620/2904] eta: 0:29:18 lr: 0.000673 loss: 0.2623 (0.2674) loss_rec_all: 0.2873 (0.2923) loss_rec_sfr: 0.3773 (0.4188) loss_cl: -0.2789 (-0.2784) time: 0.7458 data: 0.0003 max mem: 29860 [22:25:29.755264] Epoch: [11] [ 640/2904] eta: 0:29:01 lr: 0.000673 loss: 0.2553 (0.2672) loss_rec_all: 0.2800 (0.2921) loss_rec_sfr: 0.4106 (0.4188) loss_cl: -0.2782 (-0.2783) time: 0.7459 data: 0.0002 max mem: 29860 [22:25:44.666568] Epoch: [11] [ 660/2904] eta: 0:28:44 lr: 0.000674 loss: 0.2553 (0.2673) loss_rec_all: 0.2804 (0.2922) loss_rec_sfr: 0.3642 (0.4183) loss_cl: -0.2776 (-0.2783) time: 0.7455 data: 0.0003 max mem: 29860 [22:25:59.580298] Epoch: [11] [ 680/2904] eta: 0:28:27 lr: 0.000674 loss: 0.2589 (0.2674) loss_rec_all: 0.2843 (0.2923) loss_rec_sfr: 0.4169 (0.4187) loss_cl: -0.2785 (-0.2783) time: 0.7456 data: 0.0002 max mem: 29860 [22:26:14.507915] Epoch: [11] [ 700/2904] eta: 0:28:10 lr: 0.000674 loss: 0.2503 (0.2672) loss_rec_all: 0.2755 (0.2921) loss_rec_sfr: 0.3563 (0.4178) loss_cl: -0.2790 (-0.2783) time: 0.7463 data: 0.0003 max mem: 29860 [22:26:29.424733] Epoch: [11] [ 720/2904] eta: 0:27:53 lr: 0.000675 loss: 0.2562 (0.2672) loss_rec_all: 0.2809 (0.2921) loss_rec_sfr: 0.4110 (0.4181) loss_cl: -0.2789 (-0.2784) time: 0.7458 data: 0.0003 max mem: 29860 [22:26:44.343151] Epoch: [11] [ 740/2904] eta: 0:27:37 lr: 0.000675 loss: 0.2553 (0.2671) loss_rec_all: 0.2805 (0.2920) loss_rec_sfr: 0.3864 (0.4179) loss_cl: -0.2783 (-0.2783) time: 0.7459 data: 0.0003 max mem: 29860 [22:26:59.262802] Epoch: [11] [ 760/2904] eta: 0:27:20 lr: 0.000676 loss: 0.2574 (0.2671) loss_rec_all: 0.2825 (0.2920) loss_rec_sfr: 0.4109 (0.4181) loss_cl: -0.2776 (-0.2783) time: 0.7459 data: 0.0003 max mem: 29860 [22:27:14.181121] Epoch: [11] [ 780/2904] eta: 0:27:04 lr: 0.000676 loss: 0.2691 (0.2674) loss_rec_all: 0.2944 (0.2923) loss_rec_sfr: 0.3855 (0.4185) loss_cl: -0.2781 (-0.2783) time: 0.7459 data: 0.0003 max mem: 29860 [22:27:29.102476] Epoch: [11] [ 800/2904] eta: 0:26:48 lr: 0.000677 loss: 0.2584 (0.2676) loss_rec_all: 0.2834 (0.2925) loss_rec_sfr: 0.4464 (0.4191) loss_cl: -0.2791 (-0.2783) time: 0.7460 data: 0.0003 max mem: 29860 [22:27:44.028953] Epoch: [11] [ 820/2904] eta: 0:26:32 lr: 0.000677 loss: 0.2632 (0.2677) loss_rec_all: 0.2883 (0.2926) loss_rec_sfr: 0.4317 (0.4195) loss_cl: -0.2781 (-0.2783) time: 0.7463 data: 0.0003 max mem: 29860 [22:27:58.946302] Epoch: [11] [ 840/2904] eta: 0:26:15 lr: 0.000677 loss: 0.2633 (0.2679) loss_rec_all: 0.2880 (0.2928) loss_rec_sfr: 0.3758 (0.4194) loss_cl: -0.2784 (-0.2783) time: 0.7458 data: 0.0002 max mem: 29860 [22:28:13.866020] Epoch: [11] [ 860/2904] eta: 0:25:59 lr: 0.000678 loss: 0.2666 (0.2680) loss_rec_all: 0.2916 (0.2929) loss_rec_sfr: 0.3815 (0.4192) loss_cl: -0.2779 (-0.2783) time: 0.7459 data: 0.0003 max mem: 29860 [22:28:28.786510] Epoch: [11] [ 880/2904] eta: 0:25:43 lr: 0.000678 loss: 0.2610 (0.2682) loss_rec_all: 0.2859 (0.2931) loss_rec_sfr: 0.4306 (0.4195) loss_cl: -0.2777 (-0.2783) time: 0.7460 data: 0.0002 max mem: 29860 [22:28:43.705455] Epoch: [11] [ 900/2904] eta: 0:25:27 lr: 0.000679 loss: 0.2735 (0.2685) loss_rec_all: 0.2985 (0.2934) loss_rec_sfr: 0.4077 (0.4200) loss_cl: -0.2788 (-0.2783) time: 0.7459 data: 0.0002 max mem: 29860 [22:28:58.623092] Epoch: [11] [ 920/2904] eta: 0:25:11 lr: 0.000679 loss: 0.2653 (0.2686) loss_rec_all: 0.2902 (0.2935) loss_rec_sfr: 0.4314 (0.4202) loss_cl: -0.2794 (-0.2783) time: 0.7458 data: 0.0002 max mem: 29860 [22:29:13.546702] Epoch: [11] [ 940/2904] eta: 0:24:55 lr: 0.000679 loss: 0.2574 (0.2685) loss_rec_all: 0.2831 (0.2934) loss_rec_sfr: 0.3899 (0.4200) loss_cl: -0.2783 (-0.2783) time: 0.7461 data: 0.0002 max mem: 29860 [22:29:28.468280] Epoch: [11] [ 960/2904] eta: 0:24:40 lr: 0.000680 loss: 0.2637 (0.2687) loss_rec_all: 0.2881 (0.2936) loss_rec_sfr: 0.4121 (0.4204) loss_cl: -0.2766 (-0.2783) time: 0.7460 data: 0.0002 max mem: 29860 [22:29:43.388355] Epoch: [11] [ 980/2904] eta: 0:24:24 lr: 0.000680 loss: 0.2513 (0.2685) loss_rec_all: 0.2762 (0.2934) loss_rec_sfr: 0.3810 (0.4200) loss_cl: -0.2785 (-0.2783) time: 0.7460 data: 0.0002 max mem: 29860 [22:29:58.316353] Epoch: [11] [1000/2904] eta: 0:24:08 lr: 0.000681 loss: 0.2550 (0.2685) loss_rec_all: 0.2802 (0.2934) loss_rec_sfr: 0.3800 (0.4200) loss_cl: -0.2788 (-0.2783) time: 0.7464 data: 0.0002 max mem: 29860 [22:30:13.235794] Epoch: [11] [1020/2904] eta: 0:23:52 lr: 0.000681 loss: 0.2539 (0.2685) loss_rec_all: 0.2786 (0.2934) loss_rec_sfr: 0.3736 (0.4201) loss_cl: -0.2786 (-0.2783) time: 0.7459 data: 0.0002 max mem: 29860 [22:30:28.157616] Epoch: [11] [1040/2904] eta: 0:23:36 lr: 0.000681 loss: 0.2572 (0.2685) loss_rec_all: 0.2825 (0.2934) loss_rec_sfr: 0.3835 (0.4202) loss_cl: -0.2788 (-0.2783) time: 0.7461 data: 0.0002 max mem: 29860 [22:30:43.079686] Epoch: [11] [1060/2904] eta: 0:23:21 lr: 0.000682 loss: 0.2627 (0.2685) loss_rec_all: 0.2882 (0.2934) loss_rec_sfr: 0.3630 (0.4200) loss_cl: -0.2795 (-0.2783) time: 0.7461 data: 0.0002 max mem: 29860 [22:30:58.003923] Epoch: [11] [1080/2904] eta: 0:23:05 lr: 0.000682 loss: 0.2574 (0.2686) loss_rec_all: 0.2822 (0.2935) loss_rec_sfr: 0.4123 (0.4202) loss_cl: -0.2781 (-0.2783) time: 0.7462 data: 0.0002 max mem: 29860 [22:31:12.934748] Epoch: [11] [1100/2904] eta: 0:22:49 lr: 0.000683 loss: 0.2581 (0.2687) loss_rec_all: 0.2829 (0.2936) loss_rec_sfr: 0.4101 (0.4205) loss_cl: -0.2782 (-0.2783) time: 0.7465 data: 0.0002 max mem: 29860 [22:31:27.858721] Epoch: [11] [1120/2904] eta: 0:22:34 lr: 0.000683 loss: 0.2558 (0.2688) loss_rec_all: 0.2805 (0.2936) loss_rec_sfr: 0.4141 (0.4206) loss_cl: -0.2780 (-0.2783) time: 0.7462 data: 0.0002 max mem: 29860 [22:31:42.790796] Epoch: [11] [1140/2904] eta: 0:22:18 lr: 0.000684 loss: 0.2523 (0.2686) loss_rec_all: 0.2778 (0.2935) loss_rec_sfr: 0.3832 (0.4204) loss_cl: -0.2789 (-0.2783) time: 0.7466 data: 0.0002 max mem: 29860 [22:31:57.713618] Epoch: [11] [1160/2904] eta: 0:22:03 lr: 0.000684 loss: 0.2579 (0.2686) loss_rec_all: 0.2830 (0.2935) loss_rec_sfr: 0.3677 (0.4205) loss_cl: -0.2772 (-0.2783) time: 0.7461 data: 0.0002 max mem: 29860 [22:32:12.623814] Epoch: [11] [1180/2904] eta: 0:21:47 lr: 0.000684 loss: 0.2603 (0.2686) loss_rec_all: 0.2849 (0.2935) loss_rec_sfr: 0.3725 (0.4204) loss_cl: -0.2777 (-0.2783) time: 0.7455 data: 0.0002 max mem: 29860 [22:32:27.538242] Epoch: [11] [1200/2904] eta: 0:21:32 lr: 0.000685 loss: 0.2562 (0.2685) loss_rec_all: 0.2818 (0.2934) loss_rec_sfr: 0.3787 (0.4202) loss_cl: -0.2800 (-0.2783) time: 0.7457 data: 0.0002 max mem: 29860 [22:32:42.473209] Epoch: [11] [1220/2904] eta: 0:21:16 lr: 0.000685 loss: 0.2498 (0.2685) loss_rec_all: 0.2749 (0.2933) loss_rec_sfr: 0.3683 (0.4200) loss_cl: -0.2792 (-0.2783) time: 0.7467 data: 0.0002 max mem: 29860 [22:32:57.389182] Epoch: [11] [1240/2904] eta: 0:21:01 lr: 0.000686 loss: 0.2583 (0.2685) loss_rec_all: 0.2835 (0.2934) loss_rec_sfr: 0.3722 (0.4201) loss_cl: -0.2779 (-0.2783) time: 0.7458 data: 0.0002 max mem: 29860 [22:33:12.310099] Epoch: [11] [1260/2904] eta: 0:20:45 lr: 0.000686 loss: 0.2564 (0.2684) loss_rec_all: 0.2814 (0.2933) loss_rec_sfr: 0.3694 (0.4199) loss_cl: -0.2780 (-0.2783) time: 0.7460 data: 0.0002 max mem: 29860 [22:33:27.230534] Epoch: [11] [1280/2904] eta: 0:20:30 lr: 0.000686 loss: 0.2594 (0.2685) loss_rec_all: 0.2846 (0.2934) loss_rec_sfr: 0.3955 (0.4201) loss_cl: -0.2786 (-0.2783) time: 0.7460 data: 0.0002 max mem: 29860 [22:33:42.161541] Epoch: [11] [1300/2904] eta: 0:20:14 lr: 0.000687 loss: 0.2560 (0.2685) loss_rec_all: 0.2810 (0.2934) loss_rec_sfr: 0.4311 (0.4202) loss_cl: -0.2795 (-0.2783) time: 0.7465 data: 0.0002 max mem: 29860 [22:33:57.086945] Epoch: [11] [1320/2904] eta: 0:19:59 lr: 0.000687 loss: 0.2541 (0.2684) loss_rec_all: 0.2793 (0.2933) loss_rec_sfr: 0.3672 (0.4198) loss_cl: -0.2786 (-0.2783) time: 0.7462 data: 0.0002 max mem: 29860 [22:34:12.004913] Epoch: [11] [1340/2904] eta: 0:19:43 lr: 0.000688 loss: 0.2552 (0.2684) loss_rec_all: 0.2800 (0.2933) loss_rec_sfr: 0.3836 (0.4200) loss_cl: -0.2774 (-0.2783) time: 0.7459 data: 0.0002 max mem: 29860 [22:34:26.923637] Epoch: [11] [1360/2904] eta: 0:19:28 lr: 0.000688 loss: 0.2536 (0.2683) loss_rec_all: 0.2786 (0.2932) loss_rec_sfr: 0.3746 (0.4198) loss_cl: -0.2787 (-0.2783) time: 0.7459 data: 0.0002 max mem: 29860 [22:34:41.847930] Epoch: [11] [1380/2904] eta: 0:19:13 lr: 0.000689 loss: 0.2538 (0.2682) loss_rec_all: 0.2786 (0.2931) loss_rec_sfr: 0.4058 (0.4196) loss_cl: -0.2792 (-0.2783) time: 0.7462 data: 0.0002 max mem: 29860 [22:34:56.769673] Epoch: [11] [1400/2904] eta: 0:18:57 lr: 0.000689 loss: 0.2513 (0.2680) loss_rec_all: 0.2763 (0.2929) loss_rec_sfr: 0.3712 (0.4193) loss_cl: -0.2785 (-0.2783) time: 0.7461 data: 0.0002 max mem: 29860 [22:35:11.689157] Epoch: [11] [1420/2904] eta: 0:18:42 lr: 0.000689 loss: 0.2646 (0.2681) loss_rec_all: 0.2898 (0.2930) loss_rec_sfr: 0.3642 (0.4192) loss_cl: -0.2775 (-0.2783) time: 0.7459 data: 0.0002 max mem: 29860 [22:35:26.611891] Epoch: [11] [1440/2904] eta: 0:18:27 lr: 0.000690 loss: 0.2553 (0.2680) loss_rec_all: 0.2802 (0.2929) loss_rec_sfr: 0.3692 (0.4188) loss_cl: -0.2789 (-0.2783) time: 0.7461 data: 0.0002 max mem: 29860 [22:35:41.529408] Epoch: [11] [1460/2904] eta: 0:18:11 lr: 0.000690 loss: 0.2521 (0.2678) loss_rec_all: 0.2773 (0.2927) loss_rec_sfr: 0.3592 (0.4184) loss_cl: -0.2774 (-0.2783) time: 0.7458 data: 0.0002 max mem: 29860 [22:35:56.450737] Epoch: [11] [1480/2904] eta: 0:17:56 lr: 0.000691 loss: 0.2554 (0.2678) loss_rec_all: 0.2809 (0.2927) loss_rec_sfr: 0.3735 (0.4182) loss_cl: -0.2791 (-0.2783) time: 0.7460 data: 0.0002 max mem: 29860 [22:36:11.373745] Epoch: [11] [1500/2904] eta: 0:17:41 lr: 0.000691 loss: 0.2527 (0.2677) loss_rec_all: 0.2776 (0.2926) loss_rec_sfr: 0.3677 (0.4180) loss_cl: -0.2790 (-0.2783) time: 0.7461 data: 0.0002 max mem: 29860 [22:36:26.292933] Epoch: [11] [1520/2904] eta: 0:17:25 lr: 0.000691 loss: 0.2575 (0.2677) loss_rec_all: 0.2827 (0.2926) loss_rec_sfr: 0.3814 (0.4179) loss_cl: -0.2784 (-0.2783) time: 0.7459 data: 0.0002 max mem: 29860 [22:36:41.213716] Epoch: [11] [1540/2904] eta: 0:17:10 lr: 0.000692 loss: 0.2515 (0.2676) loss_rec_all: 0.2767 (0.2925) loss_rec_sfr: 0.3717 (0.4175) loss_cl: -0.2781 (-0.2783) time: 0.7460 data: 0.0002 max mem: 29860 [22:36:56.135483] Epoch: [11] [1560/2904] eta: 0:16:55 lr: 0.000692 loss: 0.2535 (0.2675) loss_rec_all: 0.2784 (0.2925) loss_rec_sfr: 0.4234 (0.4176) loss_cl: -0.2793 (-0.2783) time: 0.7461 data: 0.0002 max mem: 29860 [22:37:11.055393] Epoch: [11] [1580/2904] eta: 0:16:40 lr: 0.000693 loss: 0.2535 (0.2675) loss_rec_all: 0.2788 (0.2924) loss_rec_sfr: 0.3665 (0.4173) loss_cl: -0.2795 (-0.2783) time: 0.7460 data: 0.0002 max mem: 29860 [22:37:25.980389] Epoch: [11] [1600/2904] eta: 0:16:24 lr: 0.000693 loss: 0.2554 (0.2674) loss_rec_all: 0.2805 (0.2923) loss_rec_sfr: 0.3746 (0.4173) loss_cl: -0.2780 (-0.2783) time: 0.7462 data: 0.0002 max mem: 29860 [22:37:40.898140] Epoch: [11] [1620/2904] eta: 0:16:09 lr: 0.000693 loss: 0.2568 (0.2675) loss_rec_all: 0.2816 (0.2924) loss_rec_sfr: 0.3619 (0.4172) loss_cl: -0.2775 (-0.2783) time: 0.7459 data: 0.0002 max mem: 29860 [22:37:55.811115] Epoch: [11] [1640/2904] eta: 0:15:54 lr: 0.000694 loss: 0.2521 (0.2674) loss_rec_all: 0.2770 (0.2923) loss_rec_sfr: 0.3748 (0.4171) loss_cl: -0.2798 (-0.2783) time: 0.7456 data: 0.0002 max mem: 29860 [22:38:10.724448] Epoch: [11] [1660/2904] eta: 0:15:39 lr: 0.000694 loss: 0.2485 (0.2673) loss_rec_all: 0.2736 (0.2922) loss_rec_sfr: 0.4149 (0.4171) loss_cl: -0.2794 (-0.2783) time: 0.7456 data: 0.0002 max mem: 29860 [22:38:25.642553] Epoch: [11] [1680/2904] eta: 0:15:23 lr: 0.000695 loss: 0.2528 (0.2673) loss_rec_all: 0.2781 (0.2922) loss_rec_sfr: 0.4094 (0.4170) loss_cl: -0.2784 (-0.2783) time: 0.7459 data: 0.0002 max mem: 29860 [22:38:40.559861] Epoch: [11] [1700/2904] eta: 0:15:08 lr: 0.000695 loss: 0.2583 (0.2673) loss_rec_all: 0.2834 (0.2922) loss_rec_sfr: 0.3796 (0.4170) loss_cl: -0.2785 (-0.2783) time: 0.7458 data: 0.0002 max mem: 29860 [22:38:55.484547] Epoch: [11] [1720/2904] eta: 0:14:53 lr: 0.000696 loss: 0.2593 (0.2673) loss_rec_all: 0.2843 (0.2923) loss_rec_sfr: 0.4365 (0.4173) loss_cl: -0.2785 (-0.2783) time: 0.7462 data: 0.0002 max mem: 29860 [22:39:10.409403] Epoch: [11] [1740/2904] eta: 0:14:38 lr: 0.000696 loss: 0.2556 (0.2674) loss_rec_all: 0.2809 (0.2923) loss_rec_sfr: 0.4427 (0.4177) loss_cl: -0.2779 (-0.2783) time: 0.7462 data: 0.0002 max mem: 29860 [22:39:25.331697] Epoch: [11] [1760/2904] eta: 0:14:23 lr: 0.000696 loss: 0.2525 (0.2674) loss_rec_all: 0.2776 (0.2923) loss_rec_sfr: 0.4269 (0.4179) loss_cl: -0.2775 (-0.2783) time: 0.7461 data: 0.0002 max mem: 29860 [22:39:40.245505] Epoch: [11] [1780/2904] eta: 0:14:07 lr: 0.000697 loss: 0.2575 (0.2674) loss_rec_all: 0.2823 (0.2923) loss_rec_sfr: 0.4107 (0.4178) loss_cl: -0.2776 (-0.2783) time: 0.7457 data: 0.0002 max mem: 29860 [22:39:55.161064] Epoch: [11] [1800/2904] eta: 0:13:52 lr: 0.000697 loss: 0.2556 (0.2674) loss_rec_all: 0.2804 (0.2923) loss_rec_sfr: 0.4245 (0.4180) loss_cl: -0.2788 (-0.2783) time: 0.7457 data: 0.0002 max mem: 29860 [22:40:10.077173] Epoch: [11] [1820/2904] eta: 0:13:37 lr: 0.000698 loss: 0.2552 (0.2674) loss_rec_all: 0.2803 (0.2923) loss_rec_sfr: 0.3670 (0.4178) loss_cl: -0.2782 (-0.2783) time: 0.7458 data: 0.0002 max mem: 29860 [22:40:24.995595] Epoch: [11] [1840/2904] eta: 0:13:22 lr: 0.000698 loss: 0.2578 (0.2674) loss_rec_all: 0.2831 (0.2923) loss_rec_sfr: 0.3918 (0.4180) loss_cl: -0.2783 (-0.2783) time: 0.7459 data: 0.0002 max mem: 29860 [22:40:39.915067] Epoch: [11] [1860/2904] eta: 0:13:07 lr: 0.000698 loss: 0.2475 (0.2673) loss_rec_all: 0.2724 (0.2922) loss_rec_sfr: 0.4105 (0.4178) loss_cl: -0.2791 (-0.2783) time: 0.7459 data: 0.0002 max mem: 29860 [22:40:54.837169] Epoch: [11] [1880/2904] eta: 0:12:51 lr: 0.000699 loss: 0.2560 (0.2672) loss_rec_all: 0.2813 (0.2921) loss_rec_sfr: 0.3687 (0.4177) loss_cl: -0.2791 (-0.2783) time: 0.7461 data: 0.0002 max mem: 29860 [22:41:09.757835] Epoch: [11] [1900/2904] eta: 0:12:36 lr: 0.000699 loss: 0.2532 (0.2672) loss_rec_all: 0.2781 (0.2921) loss_rec_sfr: 0.3750 (0.4175) loss_cl: -0.2786 (-0.2783) time: 0.7460 data: 0.0002 max mem: 29860 [22:41:24.675839] Epoch: [11] [1920/2904] eta: 0:12:21 lr: 0.000700 loss: 0.2516 (0.2671) loss_rec_all: 0.2768 (0.2920) loss_rec_sfr: 0.3690 (0.4174) loss_cl: -0.2784 (-0.2783) time: 0.7459 data: 0.0002 max mem: 29860 [22:41:39.592765] Epoch: [11] [1940/2904] eta: 0:12:06 lr: 0.000700 loss: 0.2535 (0.2671) loss_rec_all: 0.2784 (0.2920) loss_rec_sfr: 0.4066 (0.4175) loss_cl: -0.2782 (-0.2783) time: 0.7458 data: 0.0002 max mem: 29860 [22:41:54.513045] Epoch: [11] [1960/2904] eta: 0:11:51 lr: 0.000700 loss: 0.2539 (0.2671) loss_rec_all: 0.2786 (0.2920) loss_rec_sfr: 0.3717 (0.4175) loss_cl: -0.2773 (-0.2783) time: 0.7460 data: 0.0002 max mem: 29860 [22:42:09.432706] Epoch: [11] [1980/2904] eta: 0:11:36 lr: 0.000701 loss: 0.2493 (0.2670) loss_rec_all: 0.2742 (0.2919) loss_rec_sfr: 0.3715 (0.4171) loss_cl: -0.2780 (-0.2783) time: 0.7459 data: 0.0002 max mem: 29860 [22:42:24.353268] Epoch: [11] [2000/2904] eta: 0:11:21 lr: 0.000701 loss: 0.2566 (0.2670) loss_rec_all: 0.2816 (0.2919) loss_rec_sfr: 0.3694 (0.4171) loss_cl: -0.2788 (-0.2783) time: 0.7460 data: 0.0002 max mem: 29860 [22:42:39.275380] Epoch: [11] [2020/2904] eta: 0:11:05 lr: 0.000702 loss: 0.2499 (0.2669) loss_rec_all: 0.2748 (0.2918) loss_rec_sfr: 0.3629 (0.4168) loss_cl: -0.2791 (-0.2783) time: 0.7461 data: 0.0002 max mem: 29860 [22:42:54.198569] Epoch: [11] [2040/2904] eta: 0:10:50 lr: 0.000702 loss: 0.2545 (0.2668) loss_rec_all: 0.2791 (0.2917) loss_rec_sfr: 0.3941 (0.4166) loss_cl: -0.2788 (-0.2783) time: 0.7461 data: 0.0002 max mem: 29860 [22:43:09.122214] Epoch: [11] [2060/2904] eta: 0:10:35 lr: 0.000703 loss: 0.2519 (0.2668) loss_rec_all: 0.2766 (0.2917) loss_rec_sfr: 0.3655 (0.4167) loss_cl: -0.2780 (-0.2783) time: 0.7461 data: 0.0002 max mem: 29860 [22:43:24.043422] Epoch: [11] [2080/2904] eta: 0:10:20 lr: 0.000703 loss: 0.2513 (0.2667) loss_rec_all: 0.2769 (0.2916) loss_rec_sfr: 0.3996 (0.4166) loss_cl: -0.2784 (-0.2783) time: 0.7460 data: 0.0002 max mem: 29860 [22:43:38.954517] Epoch: [11] [2100/2904] eta: 0:10:05 lr: 0.000703 loss: 0.2540 (0.2667) loss_rec_all: 0.2793 (0.2916) loss_rec_sfr: 0.3705 (0.4165) loss_cl: -0.2782 (-0.2783) time: 0.7455 data: 0.0002 max mem: 29860 [22:43:53.870809] Epoch: [11] [2120/2904] eta: 0:09:50 lr: 0.000704 loss: 0.2575 (0.2667) loss_rec_all: 0.2827 (0.2916) loss_rec_sfr: 0.3957 (0.4165) loss_cl: -0.2780 (-0.2783) time: 0.7458 data: 0.0002 max mem: 29860 [22:44:08.789357] Epoch: [11] [2140/2904] eta: 0:09:35 lr: 0.000704 loss: 0.2569 (0.2668) loss_rec_all: 0.2816 (0.2917) loss_rec_sfr: 0.4143 (0.4167) loss_cl: -0.2781 (-0.2783) time: 0.7459 data: 0.0002 max mem: 29860 [22:44:23.711523] Epoch: [11] [2160/2904] eta: 0:09:20 lr: 0.000705 loss: 0.2574 (0.2668) loss_rec_all: 0.2825 (0.2917) loss_rec_sfr: 0.4221 (0.4168) loss_cl: -0.2793 (-0.2783) time: 0.7461 data: 0.0002 max mem: 29860 [22:44:38.629908] Epoch: [11] [2180/2904] eta: 0:09:04 lr: 0.000705 loss: 0.2525 (0.2667) loss_rec_all: 0.2772 (0.2916) loss_rec_sfr: 0.4164 (0.4168) loss_cl: -0.2784 (-0.2783) time: 0.7459 data: 0.0002 max mem: 29860 [22:44:53.549102] Epoch: [11] [2200/2904] eta: 0:08:49 lr: 0.000705 loss: 0.2521 (0.2667) loss_rec_all: 0.2772 (0.2916) loss_rec_sfr: 0.3664 (0.4167) loss_cl: -0.2781 (-0.2783) time: 0.7459 data: 0.0002 max mem: 29860 [22:45:08.476025] Epoch: [11] [2220/2904] eta: 0:08:34 lr: 0.000706 loss: 0.2533 (0.2667) loss_rec_all: 0.2783 (0.2916) loss_rec_sfr: 0.4231 (0.4168) loss_cl: -0.2774 (-0.2783) time: 0.7463 data: 0.0002 max mem: 29860 [22:45:23.394020] Epoch: [11] [2240/2904] eta: 0:08:19 lr: 0.000706 loss: 0.2483 (0.2666) loss_rec_all: 0.2740 (0.2915) loss_rec_sfr: 0.3609 (0.4165) loss_cl: -0.2778 (-0.2783) time: 0.7459 data: 0.0002 max mem: 29860 [22:45:38.311524] Epoch: [11] [2260/2904] eta: 0:08:04 lr: 0.000707 loss: 0.2490 (0.2666) loss_rec_all: 0.2740 (0.2915) loss_rec_sfr: 0.4144 (0.4167) loss_cl: -0.2793 (-0.2783) time: 0.7458 data: 0.0002 max mem: 29860 [22:45:53.224613] Epoch: [11] [2280/2904] eta: 0:07:49 lr: 0.000707 loss: 0.2587 (0.2665) loss_rec_all: 0.2839 (0.2914) loss_rec_sfr: 0.3750 (0.4165) loss_cl: -0.2790 (-0.2783) time: 0.7456 data: 0.0002 max mem: 29860 [22:46:08.140777] Epoch: [11] [2300/2904] eta: 0:07:34 lr: 0.000708 loss: 0.2537 (0.2665) loss_rec_all: 0.2787 (0.2914) loss_rec_sfr: 0.3698 (0.4163) loss_cl: -0.2788 (-0.2783) time: 0.7458 data: 0.0002 max mem: 29860 [22:46:23.058733] Epoch: [11] [2320/2904] eta: 0:07:19 lr: 0.000708 loss: 0.2514 (0.2664) loss_rec_all: 0.2769 (0.2913) loss_rec_sfr: 0.3611 (0.4162) loss_cl: -0.2789 (-0.2783) time: 0.7459 data: 0.0002 max mem: 29860 [22:46:37.980936] Epoch: [11] [2340/2904] eta: 0:07:04 lr: 0.000708 loss: 0.2505 (0.2664) loss_rec_all: 0.2754 (0.2913) loss_rec_sfr: 0.3718 (0.4162) loss_cl: -0.2785 (-0.2783) time: 0.7461 data: 0.0002 max mem: 29860 [22:46:52.904269] Epoch: [11] [2360/2904] eta: 0:06:49 lr: 0.000709 loss: 0.2615 (0.2664) loss_rec_all: 0.2869 (0.2914) loss_rec_sfr: 0.4246 (0.4165) loss_cl: -0.2790 (-0.2783) time: 0.7461 data: 0.0002 max mem: 29860 [22:47:07.820693] Epoch: [11] [2380/2904] eta: 0:06:34 lr: 0.000709 loss: 0.2533 (0.2664) loss_rec_all: 0.2780 (0.2913) loss_rec_sfr: 0.4187 (0.4166) loss_cl: -0.2781 (-0.2783) time: 0.7458 data: 0.0002 max mem: 29860 [22:47:22.741786] Epoch: [11] [2400/2904] eta: 0:06:19 lr: 0.000710 loss: 0.2506 (0.2664) loss_rec_all: 0.2761 (0.2913) loss_rec_sfr: 0.4260 (0.4166) loss_cl: -0.2786 (-0.2783) time: 0.7460 data: 0.0002 max mem: 29860 [22:47:37.663872] Epoch: [11] [2420/2904] eta: 0:06:04 lr: 0.000710 loss: 0.2589 (0.2664) loss_rec_all: 0.2842 (0.2913) loss_rec_sfr: 0.3695 (0.4167) loss_cl: -0.2777 (-0.2783) time: 0.7461 data: 0.0002 max mem: 29860 [22:47:52.577423] Epoch: [11] [2440/2904] eta: 0:05:48 lr: 0.000710 loss: 0.2532 (0.2664) loss_rec_all: 0.2779 (0.2913) loss_rec_sfr: 0.3760 (0.4166) loss_cl: -0.2782 (-0.2783) time: 0.7456 data: 0.0002 max mem: 29860 [22:48:07.492617] Epoch: [11] [2460/2904] eta: 0:05:33 lr: 0.000711 loss: 0.2496 (0.2663) loss_rec_all: 0.2749 (0.2912) loss_rec_sfr: 0.4068 (0.4165) loss_cl: -0.2789 (-0.2783) time: 0.7457 data: 0.0002 max mem: 29860 [22:48:22.409667] Epoch: [11] [2480/2904] eta: 0:05:18 lr: 0.000711 loss: 0.2581 (0.2664) loss_rec_all: 0.2828 (0.2913) loss_rec_sfr: 0.4327 (0.4168) loss_cl: -0.2782 (-0.2783) time: 0.7458 data: 0.0002 max mem: 29860 [22:48:37.326206] Epoch: [11] [2500/2904] eta: 0:05:03 lr: 0.000712 loss: 0.2493 (0.2663) loss_rec_all: 0.2749 (0.2912) loss_rec_sfr: 0.3621 (0.4165) loss_cl: -0.2795 (-0.2783) time: 0.7458 data: 0.0002 max mem: 29860 [22:48:52.244310] Epoch: [11] [2520/2904] eta: 0:04:48 lr: 0.000712 loss: 0.2481 (0.2662) loss_rec_all: 0.2733 (0.2911) loss_rec_sfr: 0.3672 (0.4163) loss_cl: -0.2791 (-0.2783) time: 0.7459 data: 0.0002 max mem: 29860 [22:49:07.161601] Epoch: [11] [2540/2904] eta: 0:04:33 lr: 0.000712 loss: 0.2529 (0.2661) loss_rec_all: 0.2775 (0.2910) loss_rec_sfr: 0.3810 (0.4162) loss_cl: -0.2786 (-0.2783) time: 0.7458 data: 0.0002 max mem: 29860 [22:49:22.077787] Epoch: [11] [2560/2904] eta: 0:04:18 lr: 0.000713 loss: 0.2527 (0.2661) loss_rec_all: 0.2780 (0.2910) loss_rec_sfr: 0.3627 (0.4161) loss_cl: -0.2785 (-0.2783) time: 0.7458 data: 0.0002 max mem: 29860 [22:49:36.997119] Epoch: [11] [2580/2904] eta: 0:04:03 lr: 0.000713 loss: 0.2530 (0.2661) loss_rec_all: 0.2783 (0.2910) loss_rec_sfr: 0.4117 (0.4161) loss_cl: -0.2779 (-0.2783) time: 0.7459 data: 0.0002 max mem: 29860 [22:49:51.915957] Epoch: [11] [2600/2904] eta: 0:03:48 lr: 0.000714 loss: 0.2507 (0.2660) loss_rec_all: 0.2763 (0.2910) loss_rec_sfr: 0.3564 (0.4158) loss_cl: -0.2797 (-0.2783) time: 0.7459 data: 0.0002 max mem: 29860 [22:50:06.835888] Epoch: [11] [2620/2904] eta: 0:03:33 lr: 0.000714 loss: 0.2490 (0.2660) loss_rec_all: 0.2739 (0.2909) loss_rec_sfr: 0.3658 (0.4157) loss_cl: -0.2793 (-0.2783) time: 0.7460 data: 0.0002 max mem: 29860 [22:50:21.759181] Epoch: [11] [2640/2904] eta: 0:03:18 lr: 0.000715 loss: 0.2553 (0.2660) loss_rec_all: 0.2801 (0.2909) loss_rec_sfr: 0.4232 (0.4158) loss_cl: -0.2783 (-0.2783) time: 0.7461 data: 0.0002 max mem: 29860 [22:50:36.680082] Epoch: [11] [2660/2904] eta: 0:03:03 lr: 0.000715 loss: 0.2458 (0.2659) loss_rec_all: 0.2715 (0.2908) loss_rec_sfr: 0.3641 (0.4157) loss_cl: -0.2783 (-0.2783) time: 0.7460 data: 0.0002 max mem: 29860 [22:50:51.594960] Epoch: [11] [2680/2904] eta: 0:02:48 lr: 0.000715 loss: 0.2471 (0.2658) loss_rec_all: 0.2716 (0.2907) loss_rec_sfr: 0.3617 (0.4156) loss_cl: -0.2791 (-0.2783) time: 0.7457 data: 0.0002 max mem: 29860 [22:51:06.514428] Epoch: [11] [2700/2904] eta: 0:02:33 lr: 0.000716 loss: 0.2495 (0.2658) loss_rec_all: 0.2749 (0.2907) loss_rec_sfr: 0.3723 (0.4155) loss_cl: -0.2792 (-0.2783) time: 0.7459 data: 0.0002 max mem: 29860 [22:51:21.430473] Epoch: [11] [2720/2904] eta: 0:02:18 lr: 0.000716 loss: 0.2519 (0.2657) loss_rec_all: 0.2775 (0.2907) loss_rec_sfr: 0.3612 (0.4153) loss_cl: -0.2794 (-0.2783) time: 0.7458 data: 0.0002 max mem: 29860 [22:51:36.346464] Epoch: [11] [2740/2904] eta: 0:02:03 lr: 0.000717 loss: 0.2483 (0.2657) loss_rec_all: 0.2736 (0.2906) loss_rec_sfr: 0.3654 (0.4151) loss_cl: -0.2790 (-0.2783) time: 0.7458 data: 0.0002 max mem: 29860 [22:51:51.261127] Epoch: [11] [2760/2904] eta: 0:01:48 lr: 0.000717 loss: 0.2514 (0.2656) loss_rec_all: 0.2762 (0.2906) loss_rec_sfr: 0.4100 (0.4151) loss_cl: -0.2784 (-0.2783) time: 0.7457 data: 0.0002 max mem: 29860 [22:52:06.179727] Epoch: [11] [2780/2904] eta: 0:01:33 lr: 0.000717 loss: 0.2501 (0.2656) loss_rec_all: 0.2749 (0.2905) loss_rec_sfr: 0.4167 (0.4151) loss_cl: -0.2790 (-0.2783) time: 0.7459 data: 0.0002 max mem: 29860 [22:52:21.095295] Epoch: [11] [2800/2904] eta: 0:01:18 lr: 0.000718 loss: 0.2489 (0.2655) loss_rec_all: 0.2743 (0.2904) loss_rec_sfr: 0.3667 (0.4149) loss_cl: -0.2780 (-0.2783) time: 0.7457 data: 0.0002 max mem: 29860 [22:52:36.011895] Epoch: [11] [2820/2904] eta: 0:01:03 lr: 0.000718 loss: 0.2535 (0.2655) loss_rec_all: 0.2784 (0.2904) loss_rec_sfr: 0.3848 (0.4149) loss_cl: -0.2781 (-0.2783) time: 0.7458 data: 0.0002 max mem: 29860 [22:52:50.959919] Epoch: [11] [2840/2904] eta: 0:00:48 lr: 0.000719 loss: 0.2537 (0.2655) loss_rec_all: 0.2793 (0.2904) loss_rec_sfr: 0.3569 (0.4149) loss_cl: -0.2793 (-0.2783) time: 0.7474 data: 0.0024 max mem: 29860 [22:53:05.858674] Epoch: [11] [2860/2904] eta: 0:00:33 lr: 0.000719 loss: 0.2509 (0.2655) loss_rec_all: 0.2759 (0.2904) loss_rec_sfr: 0.4234 (0.4151) loss_cl: -0.2791 (-0.2783) time: 0.7449 data: 0.0001 max mem: 29860 [22:53:20.762410] Epoch: [11] [2880/2904] eta: 0:00:18 lr: 0.000720 loss: 0.2510 (0.2655) loss_rec_all: 0.2760 (0.2904) loss_rec_sfr: 0.3659 (0.4151) loss_cl: -0.2779 (-0.2783) time: 0.7452 data: 0.0001 max mem: 29860 [22:53:35.669105] Epoch: [11] [2900/2904] eta: 0:00:03 lr: 0.000720 loss: 0.2533 (0.2656) loss_rec_all: 0.2787 (0.2905) loss_rec_sfr: 0.4112 (0.4153) loss_cl: -0.2780 (-0.2783) time: 0.7453 data: 0.0001 max mem: 29860 [22:53:37.912595] Epoch: [11] [2903/2904] eta: 0:00:00 lr: 0.000720 loss: 0.2533 (0.2655) loss_rec_all: 0.2787 (0.2905) loss_rec_sfr: 0.4005 (0.4152) loss_cl: -0.2780 (-0.2783) time: 0.7453 data: 0.0001 max mem: 29860 [22:53:39.965052] Epoch: [11] Total time: 0:36:23 (0.7518 s / it) [22:53:39.966451] Averaged stats: lr: 0.000720 loss: 0.2533 (0.2679) loss_rec_all: 0.2787 (0.2905) loss_rec_sfr: 0.4005 (0.4155) loss_cl: -0.2780 (-0.2549) [22:53:39.971237] log_dir: ./checkpoint/VF2_ViT-B [22:53:55.521621] Epoch: [12] [ 0/2904] eta: 12:32:33 lr: 0.000720 loss: 0.2459 (0.2459) loss_rec_all: 0.2715 (0.2715) loss_rec_sfr: 0.3211 (0.3211) loss_cl: -0.2783 (-0.2783) time: 15.5488 data: 11.1812 max mem: 29860 [22:54:13.529025] Epoch: [12] [ 20/2904] eta: 1:16:48 lr: 0.000720 loss: 0.2493 (0.2633) loss_rec_all: 0.2743 (0.2882) loss_rec_sfr: 0.4034 (0.4100) loss_cl: -0.2785 (-0.2783) time: 0.9003 data: 0.0630 max mem: 29860 [22:54:28.406244] Epoch: [12] [ 40/2904] eta: 0:56:23 lr: 0.000721 loss: 0.2544 (0.2595) loss_rec_all: 0.2794 (0.2845) loss_rec_sfr: 0.3655 (0.4003) loss_cl: -0.2787 (-0.2784) time: 0.7437 data: 0.0002 max mem: 29860 [22:54:43.296773] Epoch: [12] [ 60/2904] eta: 0:49:12 lr: 0.000721 loss: 0.2461 (0.2588) loss_rec_all: 0.2714 (0.2838) loss_rec_sfr: 0.3655 (0.4012) loss_cl: -0.2783 (-0.2782) time: 0.7445 data: 0.0002 max mem: 29860 [22:54:58.199771] Epoch: [12] [ 80/2904] eta: 0:45:27 lr: 0.000722 loss: 0.2488 (0.2580) loss_rec_all: 0.2741 (0.2830) loss_rec_sfr: 0.4130 (0.4039) loss_cl: -0.2792 (-0.2784) time: 0.7451 data: 0.0002 max mem: 29860 [22:55:13.114619] Epoch: [12] [ 100/2904] eta: 0:43:05 lr: 0.000722 loss: 0.2493 (0.2589) loss_rec_all: 0.2746 (0.2839) loss_rec_sfr: 0.4162 (0.4071) loss_cl: -0.2788 (-0.2784) time: 0.7457 data: 0.0002 max mem: 29860 [22:55:28.046547] Epoch: [12] [ 120/2904] eta: 0:41:26 lr: 0.000722 loss: 0.2482 (0.2578) loss_rec_all: 0.2735 (0.2829) loss_rec_sfr: 0.3573 (0.4018) loss_cl: -0.2791 (-0.2785) time: 0.7465 data: 0.0002 max mem: 29860 [22:55:42.993064] Epoch: [12] [ 140/2904] eta: 0:40:11 lr: 0.000723 loss: 0.2461 (0.2581) loss_rec_all: 0.2719 (0.2831) loss_rec_sfr: 0.3702 (0.4018) loss_cl: -0.2789 (-0.2786) time: 0.7473 data: 0.0002 max mem: 29860 [22:55:57.926545] Epoch: [12] [ 160/2904] eta: 0:39:11 lr: 0.000723 loss: 0.2500 (0.2583) loss_rec_all: 0.2751 (0.2833) loss_rec_sfr: 0.3660 (0.4015) loss_cl: -0.2784 (-0.2785) time: 0.7466 data: 0.0002 max mem: 29860 [22:56:12.844566] Epoch: [12] [ 180/2904] eta: 0:38:20 lr: 0.000724 loss: 0.2437 (0.2575) loss_rec_all: 0.2693 (0.2825) loss_rec_sfr: 0.3608 (0.3999) loss_cl: -0.2783 (-0.2785) time: 0.7459 data: 0.0002 max mem: 29860 [22:56:27.781610] Epoch: [12] [ 200/2904] eta: 0:37:37 lr: 0.000724 loss: 0.2550 (0.2583) loss_rec_all: 0.2797 (0.2833) loss_rec_sfr: 0.3681 (0.4012) loss_cl: -0.2781 (-0.2785) time: 0.7468 data: 0.0002 max mem: 29860 [22:56:42.693253] Epoch: [12] [ 220/2904] eta: 0:36:58 lr: 0.000725 loss: 0.2454 (0.2587) loss_rec_all: 0.2710 (0.2837) loss_rec_sfr: 0.4090 (0.4027) loss_cl: -0.2778 (-0.2784) time: 0.7455 data: 0.0002 max mem: 29860 [22:56:57.611149] Epoch: [12] [ 240/2904] eta: 0:36:24 lr: 0.000725 loss: 0.2496 (0.2584) loss_rec_all: 0.2750 (0.2834) loss_rec_sfr: 0.3652 (0.4008) loss_cl: -0.2795 (-0.2785) time: 0.7458 data: 0.0002 max mem: 29860 [22:57:12.532765] Epoch: [12] [ 260/2904] eta: 0:35:53 lr: 0.000725 loss: 0.2547 (0.2584) loss_rec_all: 0.2793 (0.2835) loss_rec_sfr: 0.3625 (0.4000) loss_cl: -0.2791 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [22:57:27.448719] Epoch: [12] [ 280/2904] eta: 0:35:24 lr: 0.000726 loss: 0.2561 (0.2587) loss_rec_all: 0.2807 (0.2838) loss_rec_sfr: 0.3606 (0.4003) loss_cl: -0.2788 (-0.2785) time: 0.7458 data: 0.0002 max mem: 29860 [22:57:42.362186] Epoch: [12] [ 300/2904] eta: 0:34:56 lr: 0.000726 loss: 0.2493 (0.2587) loss_rec_all: 0.2741 (0.2837) loss_rec_sfr: 0.4203 (0.4014) loss_cl: -0.2781 (-0.2785) time: 0.7456 data: 0.0002 max mem: 29860 [22:57:57.275151] Epoch: [12] [ 320/2904] eta: 0:34:31 lr: 0.000727 loss: 0.2535 (0.2588) loss_rec_all: 0.2782 (0.2838) loss_rec_sfr: 0.3725 (0.4014) loss_cl: -0.2787 (-0.2785) time: 0.7456 data: 0.0002 max mem: 29860 [22:58:12.191996] Epoch: [12] [ 340/2904] eta: 0:34:06 lr: 0.000727 loss: 0.2519 (0.2590) loss_rec_all: 0.2771 (0.2840) loss_rec_sfr: 0.4018 (0.4020) loss_cl: -0.2781 (-0.2784) time: 0.7458 data: 0.0002 max mem: 29860 [22:58:27.111485] Epoch: [12] [ 360/2904] eta: 0:33:43 lr: 0.000727 loss: 0.2428 (0.2584) loss_rec_all: 0.2682 (0.2834) loss_rec_sfr: 0.3616 (0.4009) loss_cl: -0.2789 (-0.2785) time: 0.7459 data: 0.0002 max mem: 29860 [22:58:42.032285] Epoch: [12] [ 380/2904] eta: 0:33:20 lr: 0.000728 loss: 0.2552 (0.2590) loss_rec_all: 0.2804 (0.2840) loss_rec_sfr: 0.4261 (0.4029) loss_cl: -0.2778 (-0.2784) time: 0.7460 data: 0.0002 max mem: 29860 [22:58:56.952237] Epoch: [12] [ 400/2904] eta: 0:32:59 lr: 0.000728 loss: 0.2529 (0.2591) loss_rec_all: 0.2779 (0.2842) loss_rec_sfr: 0.4100 (0.4034) loss_cl: -0.2793 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [22:59:11.868146] Epoch: [12] [ 420/2904] eta: 0:32:38 lr: 0.000729 loss: 0.2569 (0.2595) loss_rec_all: 0.2817 (0.2845) loss_rec_sfr: 0.3663 (0.4038) loss_cl: -0.2794 (-0.2785) time: 0.7458 data: 0.0002 max mem: 29860 [22:59:26.789464] Epoch: [12] [ 440/2904] eta: 0:32:17 lr: 0.000729 loss: 0.2490 (0.2596) loss_rec_all: 0.2738 (0.2846) loss_rec_sfr: 0.3636 (0.4038) loss_cl: -0.2785 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [22:59:41.711571] Epoch: [12] [ 460/2904] eta: 0:31:57 lr: 0.000730 loss: 0.2510 (0.2596) loss_rec_all: 0.2757 (0.2846) loss_rec_sfr: 0.3608 (0.4029) loss_cl: -0.2777 (-0.2784) time: 0.7461 data: 0.0002 max mem: 29860 [22:59:56.630321] Epoch: [12] [ 480/2904] eta: 0:31:38 lr: 0.000730 loss: 0.2498 (0.2598) loss_rec_all: 0.2747 (0.2848) loss_rec_sfr: 0.4047 (0.4036) loss_cl: -0.2790 (-0.2785) time: 0.7459 data: 0.0002 max mem: 29860 [23:00:11.542820] Epoch: [12] [ 500/2904] eta: 0:31:18 lr: 0.000730 loss: 0.2515 (0.2600) loss_rec_all: 0.2768 (0.2850) loss_rec_sfr: 0.3565 (0.4038) loss_cl: -0.2793 (-0.2785) time: 0.7456 data: 0.0002 max mem: 29860 [23:00:26.458035] Epoch: [12] [ 520/2904] eta: 0:30:59 lr: 0.000731 loss: 0.2511 (0.2601) loss_rec_all: 0.2761 (0.2851) loss_rec_sfr: 0.4197 (0.4048) loss_cl: -0.2787 (-0.2785) time: 0.7457 data: 0.0002 max mem: 29860 [23:00:41.371334] Epoch: [12] [ 540/2904] eta: 0:30:41 lr: 0.000731 loss: 0.2492 (0.2601) loss_rec_all: 0.2742 (0.2851) loss_rec_sfr: 0.3994 (0.4050) loss_cl: -0.2769 (-0.2784) time: 0.7456 data: 0.0002 max mem: 29860 [23:00:56.288806] Epoch: [12] [ 560/2904] eta: 0:30:22 lr: 0.000732 loss: 0.2605 (0.2605) loss_rec_all: 0.2856 (0.2855) loss_rec_sfr: 0.4175 (0.4061) loss_cl: -0.2777 (-0.2784) time: 0.7458 data: 0.0002 max mem: 29860 [23:01:11.199126] Epoch: [12] [ 580/2904] eta: 0:30:04 lr: 0.000732 loss: 0.2510 (0.2611) loss_rec_all: 0.2765 (0.2860) loss_rec_sfr: 0.4340 (0.4077) loss_cl: -0.2784 (-0.2784) time: 0.7455 data: 0.0002 max mem: 29860 [23:01:26.113463] Epoch: [12] [ 600/2904] eta: 0:29:46 lr: 0.000732 loss: 0.2562 (0.2614) loss_rec_all: 0.2816 (0.2864) loss_rec_sfr: 0.4304 (0.4089) loss_cl: -0.2783 (-0.2784) time: 0.7457 data: 0.0002 max mem: 29860 [23:01:41.027619] Epoch: [12] [ 620/2904] eta: 0:29:29 lr: 0.000733 loss: 0.2532 (0.2613) loss_rec_all: 0.2778 (0.2863) loss_rec_sfr: 0.3670 (0.4084) loss_cl: -0.2770 (-0.2784) time: 0.7457 data: 0.0002 max mem: 29860 [23:01:55.941285] Epoch: [12] [ 640/2904] eta: 0:29:11 lr: 0.000733 loss: 0.2501 (0.2615) loss_rec_all: 0.2754 (0.2864) loss_rec_sfr: 0.3715 (0.4086) loss_cl: -0.2785 (-0.2784) time: 0.7456 data: 0.0002 max mem: 29860 [23:02:10.866136] Epoch: [12] [ 660/2904] eta: 0:28:54 lr: 0.000734 loss: 0.2515 (0.2617) loss_rec_all: 0.2764 (0.2867) loss_rec_sfr: 0.4314 (0.4096) loss_cl: -0.2791 (-0.2784) time: 0.7462 data: 0.0002 max mem: 29860 [23:02:25.787239] Epoch: [12] [ 680/2904] eta: 0:28:37 lr: 0.000734 loss: 0.2505 (0.2617) loss_rec_all: 0.2757 (0.2867) loss_rec_sfr: 0.3783 (0.4095) loss_cl: -0.2783 (-0.2784) time: 0.7460 data: 0.0002 max mem: 29860 [23:02:40.713793] Epoch: [12] [ 700/2904] eta: 0:28:20 lr: 0.000734 loss: 0.2502 (0.2618) loss_rec_all: 0.2747 (0.2868) loss_rec_sfr: 0.4144 (0.4099) loss_cl: -0.2779 (-0.2784) time: 0.7463 data: 0.0002 max mem: 29860 [23:02:55.644246] Epoch: [12] [ 720/2904] eta: 0:28:03 lr: 0.000735 loss: 0.2483 (0.2618) loss_rec_all: 0.2733 (0.2868) loss_rec_sfr: 0.4284 (0.4105) loss_cl: -0.2789 (-0.2784) time: 0.7465 data: 0.0002 max mem: 29860 [23:03:10.565344] Epoch: [12] [ 740/2904] eta: 0:27:46 lr: 0.000735 loss: 0.2481 (0.2619) loss_rec_all: 0.2735 (0.2868) loss_rec_sfr: 0.3710 (0.4106) loss_cl: -0.2783 (-0.2784) time: 0.7460 data: 0.0002 max mem: 29860 [23:03:25.492652] Epoch: [12] [ 760/2904] eta: 0:27:29 lr: 0.000736 loss: 0.2521 (0.2619) loss_rec_all: 0.2774 (0.2868) loss_rec_sfr: 0.4157 (0.4109) loss_cl: -0.2780 (-0.2784) time: 0.7463 data: 0.0002 max mem: 29860 [23:03:40.413521] Epoch: [12] [ 780/2904] eta: 0:27:12 lr: 0.000736 loss: 0.2507 (0.2619) loss_rec_all: 0.2754 (0.2868) loss_rec_sfr: 0.4176 (0.4110) loss_cl: -0.2778 (-0.2784) time: 0.7460 data: 0.0002 max mem: 29860 [23:03:55.334058] Epoch: [12] [ 800/2904] eta: 0:26:56 lr: 0.000737 loss: 0.2507 (0.2617) loss_rec_all: 0.2756 (0.2867) loss_rec_sfr: 0.4027 (0.4110) loss_cl: -0.2784 (-0.2784) time: 0.7460 data: 0.0002 max mem: 29860 [23:04:10.253439] Epoch: [12] [ 820/2904] eta: 0:26:39 lr: 0.000737 loss: 0.2469 (0.2616) loss_rec_all: 0.2720 (0.2865) loss_rec_sfr: 0.3575 (0.4105) loss_cl: -0.2786 (-0.2784) time: 0.7459 data: 0.0002 max mem: 29860 [23:04:25.173488] Epoch: [12] [ 840/2904] eta: 0:26:23 lr: 0.000737 loss: 0.2468 (0.2614) loss_rec_all: 0.2720 (0.2864) loss_rec_sfr: 0.4027 (0.4104) loss_cl: -0.2789 (-0.2784) time: 0.7460 data: 0.0002 max mem: 29860 [23:04:40.087588] Epoch: [12] [ 860/2904] eta: 0:26:07 lr: 0.000738 loss: 0.2455 (0.2613) loss_rec_all: 0.2707 (0.2863) loss_rec_sfr: 0.3615 (0.4100) loss_cl: -0.2791 (-0.2784) time: 0.7457 data: 0.0002 max mem: 29860 [23:04:55.010280] Epoch: [12] [ 880/2904] eta: 0:25:50 lr: 0.000738 loss: 0.2597 (0.2616) loss_rec_all: 0.2846 (0.2865) loss_rec_sfr: 0.4080 (0.4104) loss_cl: -0.2775 (-0.2784) time: 0.7461 data: 0.0002 max mem: 29860 [23:05:09.934519] Epoch: [12] [ 900/2904] eta: 0:25:34 lr: 0.000739 loss: 0.2563 (0.2615) loss_rec_all: 0.2810 (0.2865) loss_rec_sfr: 0.3745 (0.4102) loss_cl: -0.2780 (-0.2784) time: 0.7462 data: 0.0002 max mem: 29860 [23:05:24.850527] Epoch: [12] [ 920/2904] eta: 0:25:18 lr: 0.000739 loss: 0.2583 (0.2617) loss_rec_all: 0.2831 (0.2867) loss_rec_sfr: 0.3956 (0.4107) loss_cl: -0.2794 (-0.2784) time: 0.7458 data: 0.0002 max mem: 29860 [23:05:39.763497] Epoch: [12] [ 940/2904] eta: 0:25:02 lr: 0.000739 loss: 0.2483 (0.2616) loss_rec_all: 0.2733 (0.2866) loss_rec_sfr: 0.3763 (0.4104) loss_cl: -0.2795 (-0.2784) time: 0.7456 data: 0.0002 max mem: 29860 [23:05:54.682062] Epoch: [12] [ 960/2904] eta: 0:24:46 lr: 0.000740 loss: 0.2490 (0.2616) loss_rec_all: 0.2744 (0.2865) loss_rec_sfr: 0.3990 (0.4104) loss_cl: -0.2786 (-0.2784) time: 0.7459 data: 0.0002 max mem: 29860 [23:06:09.605951] Epoch: [12] [ 980/2904] eta: 0:24:30 lr: 0.000740 loss: 0.2503 (0.2616) loss_rec_all: 0.2755 (0.2865) loss_rec_sfr: 0.4017 (0.4104) loss_cl: -0.2777 (-0.2784) time: 0.7462 data: 0.0002 max mem: 29860 [23:06:24.522002] Epoch: [12] [1000/2904] eta: 0:24:14 lr: 0.000741 loss: 0.2517 (0.2615) loss_rec_all: 0.2770 (0.2865) loss_rec_sfr: 0.3602 (0.4102) loss_cl: -0.2788 (-0.2784) time: 0.7458 data: 0.0002 max mem: 29860 [23:06:39.440274] Epoch: [12] [1020/2904] eta: 0:23:58 lr: 0.000741 loss: 0.2523 (0.2614) loss_rec_all: 0.2772 (0.2864) loss_rec_sfr: 0.3690 (0.4098) loss_cl: -0.2789 (-0.2784) time: 0.7459 data: 0.0002 max mem: 29860 [23:06:54.355072] Epoch: [12] [1040/2904] eta: 0:23:42 lr: 0.000741 loss: 0.2489 (0.2614) loss_rec_all: 0.2741 (0.2864) loss_rec_sfr: 0.3955 (0.4100) loss_cl: -0.2781 (-0.2784) time: 0.7457 data: 0.0002 max mem: 29860 [23:07:09.269682] Epoch: [12] [1060/2904] eta: 0:23:26 lr: 0.000742 loss: 0.2451 (0.2612) loss_rec_all: 0.2699 (0.2862) loss_rec_sfr: 0.3550 (0.4094) loss_cl: -0.2792 (-0.2784) time: 0.7457 data: 0.0002 max mem: 29860 [23:07:24.184519] Epoch: [12] [1080/2904] eta: 0:23:10 lr: 0.000742 loss: 0.2477 (0.2612) loss_rec_all: 0.2729 (0.2862) loss_rec_sfr: 0.3741 (0.4097) loss_cl: -0.2788 (-0.2784) time: 0.7457 data: 0.0002 max mem: 29860 [23:07:39.107056] Epoch: [12] [1100/2904] eta: 0:22:54 lr: 0.000743 loss: 0.2497 (0.2612) loss_rec_all: 0.2752 (0.2862) loss_rec_sfr: 0.3641 (0.4095) loss_cl: -0.2783 (-0.2784) time: 0.7461 data: 0.0002 max mem: 29860 [23:07:54.028162] Epoch: [12] [1120/2904] eta: 0:22:39 lr: 0.000743 loss: 0.2466 (0.2610) loss_rec_all: 0.2717 (0.2860) loss_rec_sfr: 0.3558 (0.4091) loss_cl: -0.2786 (-0.2784) time: 0.7460 data: 0.0002 max mem: 29860 [23:08:08.944882] Epoch: [12] [1140/2904] eta: 0:22:23 lr: 0.000744 loss: 0.2499 (0.2610) loss_rec_all: 0.2755 (0.2860) loss_rec_sfr: 0.3596 (0.4090) loss_cl: -0.2792 (-0.2784) time: 0.7458 data: 0.0002 max mem: 29860 [23:08:23.860356] Epoch: [12] [1160/2904] eta: 0:22:07 lr: 0.000744 loss: 0.2475 (0.2610) loss_rec_all: 0.2730 (0.2860) loss_rec_sfr: 0.3651 (0.4089) loss_cl: -0.2779 (-0.2784) time: 0.7457 data: 0.0002 max mem: 29860 [23:08:38.776157] Epoch: [12] [1180/2904] eta: 0:21:51 lr: 0.000744 loss: 0.2483 (0.2608) loss_rec_all: 0.2736 (0.2858) loss_rec_sfr: 0.3662 (0.4085) loss_cl: -0.2784 (-0.2784) time: 0.7457 data: 0.0002 max mem: 29860 [23:08:53.697369] Epoch: [12] [1200/2904] eta: 0:21:36 lr: 0.000745 loss: 0.2479 (0.2608) loss_rec_all: 0.2732 (0.2858) loss_rec_sfr: 0.3586 (0.4083) loss_cl: -0.2775 (-0.2784) time: 0.7460 data: 0.0002 max mem: 29860 [23:09:08.614853] Epoch: [12] [1220/2904] eta: 0:21:20 lr: 0.000745 loss: 0.2506 (0.2607) loss_rec_all: 0.2753 (0.2856) loss_rec_sfr: 0.4231 (0.4083) loss_cl: -0.2784 (-0.2784) time: 0.7458 data: 0.0002 max mem: 29860 [23:09:23.531820] Epoch: [12] [1240/2904] eta: 0:21:05 lr: 0.000746 loss: 0.2463 (0.2605) loss_rec_all: 0.2716 (0.2855) loss_rec_sfr: 0.3652 (0.4081) loss_cl: -0.2807 (-0.2784) time: 0.7458 data: 0.0002 max mem: 29860 [23:09:38.451025] Epoch: [12] [1260/2904] eta: 0:20:49 lr: 0.000746 loss: 0.2454 (0.2604) loss_rec_all: 0.2708 (0.2854) loss_rec_sfr: 0.3621 (0.4076) loss_cl: -0.2796 (-0.2784) time: 0.7459 data: 0.0002 max mem: 29860 [23:09:53.377456] Epoch: [12] [1280/2904] eta: 0:20:33 lr: 0.000746 loss: 0.2571 (0.2606) loss_rec_all: 0.2826 (0.2856) loss_rec_sfr: 0.4229 (0.4081) loss_cl: -0.2777 (-0.2784) time: 0.7463 data: 0.0002 max mem: 29860 [23:10:08.297847] Epoch: [12] [1300/2904] eta: 0:20:18 lr: 0.000747 loss: 0.2517 (0.2605) loss_rec_all: 0.2767 (0.2855) loss_rec_sfr: 0.3588 (0.4080) loss_cl: -0.2790 (-0.2784) time: 0.7460 data: 0.0002 max mem: 29860 [23:10:23.215592] Epoch: [12] [1320/2904] eta: 0:20:02 lr: 0.000747 loss: 0.2521 (0.2605) loss_rec_all: 0.2775 (0.2855) loss_rec_sfr: 0.3529 (0.4077) loss_cl: -0.2792 (-0.2784) time: 0.7458 data: 0.0002 max mem: 29860 [23:10:38.136379] Epoch: [12] [1340/2904] eta: 0:19:47 lr: 0.000748 loss: 0.2502 (0.2606) loss_rec_all: 0.2756 (0.2855) loss_rec_sfr: 0.3747 (0.4077) loss_cl: -0.2782 (-0.2784) time: 0.7460 data: 0.0002 max mem: 29860 [23:10:53.053863] Epoch: [12] [1360/2904] eta: 0:19:31 lr: 0.000748 loss: 0.2459 (0.2606) loss_rec_all: 0.2715 (0.2855) loss_rec_sfr: 0.3672 (0.4076) loss_cl: -0.2780 (-0.2784) time: 0.7458 data: 0.0002 max mem: 29860 [23:11:07.975019] Epoch: [12] [1380/2904] eta: 0:19:16 lr: 0.000749 loss: 0.2463 (0.2605) loss_rec_all: 0.2717 (0.2855) loss_rec_sfr: 0.3586 (0.4073) loss_cl: -0.2780 (-0.2784) time: 0.7460 data: 0.0002 max mem: 29860 [23:11:22.892291] Epoch: [12] [1400/2904] eta: 0:19:00 lr: 0.000749 loss: 0.2478 (0.2605) loss_rec_all: 0.2735 (0.2855) loss_rec_sfr: 0.3894 (0.4075) loss_cl: -0.2792 (-0.2784) time: 0.7458 data: 0.0002 max mem: 29860 [23:11:37.816364] Epoch: [12] [1420/2904] eta: 0:18:45 lr: 0.000749 loss: 0.2514 (0.2604) loss_rec_all: 0.2768 (0.2854) loss_rec_sfr: 0.3826 (0.4073) loss_cl: -0.2789 (-0.2784) time: 0.7462 data: 0.0002 max mem: 29860 [23:11:52.731956] Epoch: [12] [1440/2904] eta: 0:18:30 lr: 0.000750 loss: 0.2499 (0.2605) loss_rec_all: 0.2748 (0.2855) loss_rec_sfr: 0.3718 (0.4074) loss_cl: -0.2787 (-0.2784) time: 0.7457 data: 0.0002 max mem: 29860 [23:12:07.641722] Epoch: [12] [1460/2904] eta: 0:18:14 lr: 0.000750 loss: 0.2499 (0.2605) loss_rec_all: 0.2748 (0.2855) loss_rec_sfr: 0.3631 (0.4074) loss_cl: -0.2786 (-0.2784) time: 0.7454 data: 0.0002 max mem: 29860 [23:12:22.555248] Epoch: [12] [1480/2904] eta: 0:17:59 lr: 0.000751 loss: 0.2451 (0.2604) loss_rec_all: 0.2697 (0.2854) loss_rec_sfr: 0.3560 (0.4070) loss_cl: -0.2787 (-0.2784) time: 0.7456 data: 0.0002 max mem: 29860 [23:12:37.468079] Epoch: [12] [1500/2904] eta: 0:17:43 lr: 0.000751 loss: 0.2439 (0.2603) loss_rec_all: 0.2692 (0.2853) loss_rec_sfr: 0.3558 (0.4069) loss_cl: -0.2792 (-0.2784) time: 0.7456 data: 0.0002 max mem: 29860 [23:12:52.379976] Epoch: [12] [1520/2904] eta: 0:17:28 lr: 0.000751 loss: 0.2487 (0.2603) loss_rec_all: 0.2737 (0.2853) loss_rec_sfr: 0.3776 (0.4068) loss_cl: -0.2789 (-0.2784) time: 0.7456 data: 0.0002 max mem: 29860 [23:13:07.293265] Epoch: [12] [1540/2904] eta: 0:17:13 lr: 0.000752 loss: 0.2458 (0.2602) loss_rec_all: 0.2711 (0.2852) loss_rec_sfr: 0.3580 (0.4065) loss_cl: -0.2785 (-0.2784) time: 0.7456 data: 0.0002 max mem: 29860 [23:13:22.208194] Epoch: [12] [1560/2904] eta: 0:16:57 lr: 0.000752 loss: 0.2516 (0.2602) loss_rec_all: 0.2770 (0.2852) loss_rec_sfr: 0.3620 (0.4065) loss_cl: -0.2776 (-0.2784) time: 0.7457 data: 0.0002 max mem: 29860 [23:13:37.123656] Epoch: [12] [1580/2904] eta: 0:16:42 lr: 0.000753 loss: 0.2498 (0.2602) loss_rec_all: 0.2746 (0.2852) loss_rec_sfr: 0.3793 (0.4064) loss_cl: -0.2784 (-0.2784) time: 0.7457 data: 0.0002 max mem: 29860 [23:13:52.044101] Epoch: [12] [1600/2904] eta: 0:16:27 lr: 0.000753 loss: 0.2518 (0.2603) loss_rec_all: 0.2765 (0.2852) loss_rec_sfr: 0.3619 (0.4066) loss_cl: -0.2790 (-0.2784) time: 0.7460 data: 0.0002 max mem: 29860 [23:14:06.962057] Epoch: [12] [1620/2904] eta: 0:16:11 lr: 0.000753 loss: 0.2560 (0.2604) loss_rec_all: 0.2809 (0.2854) loss_rec_sfr: 0.3963 (0.4068) loss_cl: -0.2785 (-0.2784) time: 0.7459 data: 0.0002 max mem: 29860 [23:14:21.884075] Epoch: [12] [1640/2904] eta: 0:15:56 lr: 0.000754 loss: 0.2497 (0.2604) loss_rec_all: 0.2753 (0.2854) loss_rec_sfr: 0.3563 (0.4067) loss_cl: -0.2777 (-0.2784) time: 0.7461 data: 0.0002 max mem: 29860 [23:14:36.802388] Epoch: [12] [1660/2904] eta: 0:15:41 lr: 0.000754 loss: 0.2455 (0.2604) loss_rec_all: 0.2704 (0.2854) loss_rec_sfr: 0.4117 (0.4068) loss_cl: -0.2783 (-0.2784) time: 0.7459 data: 0.0002 max mem: 29860 [23:14:51.723135] Epoch: [12] [1680/2904] eta: 0:15:25 lr: 0.000755 loss: 0.2490 (0.2604) loss_rec_all: 0.2738 (0.2854) loss_rec_sfr: 0.3596 (0.4067) loss_cl: -0.2784 (-0.2784) time: 0.7460 data: 0.0002 max mem: 29860 [23:15:06.637070] Epoch: [12] [1700/2904] eta: 0:15:10 lr: 0.000755 loss: 0.2473 (0.2603) loss_rec_all: 0.2723 (0.2853) loss_rec_sfr: 0.3987 (0.4068) loss_cl: -0.2787 (-0.2784) time: 0.7457 data: 0.0002 max mem: 29860 [23:15:21.553085] Epoch: [12] [1720/2904] eta: 0:14:55 lr: 0.000756 loss: 0.2448 (0.2602) loss_rec_all: 0.2703 (0.2852) loss_rec_sfr: 0.3587 (0.4063) loss_cl: -0.2794 (-0.2784) time: 0.7458 data: 0.0002 max mem: 29860 [23:15:36.471945] Epoch: [12] [1740/2904] eta: 0:14:40 lr: 0.000756 loss: 0.2506 (0.2603) loss_rec_all: 0.2752 (0.2853) loss_rec_sfr: 0.4185 (0.4067) loss_cl: -0.2775 (-0.2784) time: 0.7459 data: 0.0002 max mem: 29860 [23:15:51.389560] Epoch: [12] [1760/2904] eta: 0:14:24 lr: 0.000756 loss: 0.2548 (0.2603) loss_rec_all: 0.2794 (0.2853) loss_rec_sfr: 0.3616 (0.4064) loss_cl: -0.2784 (-0.2784) time: 0.7458 data: 0.0002 max mem: 29860 [23:16:06.305888] Epoch: [12] [1780/2904] eta: 0:14:09 lr: 0.000757 loss: 0.2502 (0.2603) loss_rec_all: 0.2757 (0.2853) loss_rec_sfr: 0.4106 (0.4065) loss_cl: -0.2795 (-0.2784) time: 0.7458 data: 0.0002 max mem: 29860 [23:16:21.220175] Epoch: [12] [1800/2904] eta: 0:13:54 lr: 0.000757 loss: 0.2478 (0.2602) loss_rec_all: 0.2735 (0.2852) loss_rec_sfr: 0.3566 (0.4063) loss_cl: -0.2800 (-0.2784) time: 0.7457 data: 0.0002 max mem: 29860 [23:16:36.138514] Epoch: [12] [1820/2904] eta: 0:13:39 lr: 0.000758 loss: 0.2472 (0.2601) loss_rec_all: 0.2719 (0.2851) loss_rec_sfr: 0.3583 (0.4060) loss_cl: -0.2784 (-0.2784) time: 0.7459 data: 0.0002 max mem: 29860 [23:16:51.052328] Epoch: [12] [1840/2904] eta: 0:13:23 lr: 0.000758 loss: 0.2443 (0.2600) loss_rec_all: 0.2689 (0.2850) loss_rec_sfr: 0.3544 (0.4057) loss_cl: -0.2774 (-0.2784) time: 0.7456 data: 0.0002 max mem: 29860 [23:17:05.962617] Epoch: [12] [1860/2904] eta: 0:13:08 lr: 0.000758 loss: 0.2499 (0.2600) loss_rec_all: 0.2752 (0.2850) loss_rec_sfr: 0.4186 (0.4058) loss_cl: -0.2782 (-0.2784) time: 0.7455 data: 0.0002 max mem: 29860 [23:17:20.874999] Epoch: [12] [1880/2904] eta: 0:12:53 lr: 0.000759 loss: 0.2589 (0.2602) loss_rec_all: 0.2836 (0.2852) loss_rec_sfr: 0.4452 (0.4065) loss_cl: -0.2789 (-0.2784) time: 0.7456 data: 0.0002 max mem: 29860 [23:17:35.790953] Epoch: [12] [1900/2904] eta: 0:12:38 lr: 0.000759 loss: 0.2554 (0.2602) loss_rec_all: 0.2809 (0.2852) loss_rec_sfr: 0.3624 (0.4064) loss_cl: -0.2784 (-0.2784) time: 0.7458 data: 0.0002 max mem: 29860 [23:17:50.704068] Epoch: [12] [1920/2904] eta: 0:12:23 lr: 0.000760 loss: 0.2515 (0.2603) loss_rec_all: 0.2767 (0.2853) loss_rec_sfr: 0.3759 (0.4065) loss_cl: -0.2782 (-0.2784) time: 0.7456 data: 0.0002 max mem: 29860 [23:18:05.627908] Epoch: [12] [1940/2904] eta: 0:12:07 lr: 0.000760 loss: 0.2446 (0.2602) loss_rec_all: 0.2697 (0.2852) loss_rec_sfr: 0.3612 (0.4064) loss_cl: -0.2782 (-0.2784) time: 0.7462 data: 0.0002 max mem: 29860 [23:18:20.550144] Epoch: [12] [1960/2904] eta: 0:11:52 lr: 0.000760 loss: 0.2505 (0.2602) loss_rec_all: 0.2755 (0.2852) loss_rec_sfr: 0.3714 (0.4063) loss_cl: -0.2794 (-0.2784) time: 0.7461 data: 0.0002 max mem: 29860 [23:18:35.460673] Epoch: [12] [1980/2904] eta: 0:11:37 lr: 0.000761 loss: 0.2473 (0.2602) loss_rec_all: 0.2726 (0.2852) loss_rec_sfr: 0.3847 (0.4064) loss_cl: -0.2782 (-0.2784) time: 0.7455 data: 0.0002 max mem: 29860 [23:18:50.373047] Epoch: [12] [2000/2904] eta: 0:11:22 lr: 0.000761 loss: 0.2525 (0.2603) loss_rec_all: 0.2771 (0.2853) loss_rec_sfr: 0.4377 (0.4068) loss_cl: -0.2777 (-0.2784) time: 0.7456 data: 0.0002 max mem: 29860 [23:19:05.291909] Epoch: [12] [2020/2904] eta: 0:11:07 lr: 0.000762 loss: 0.2554 (0.2603) loss_rec_all: 0.2804 (0.2853) loss_rec_sfr: 0.3646 (0.4068) loss_cl: -0.2784 (-0.2784) time: 0.7459 data: 0.0002 max mem: 29860 [23:19:20.205239] Epoch: [12] [2040/2904] eta: 0:10:51 lr: 0.000762 loss: 0.2462 (0.2603) loss_rec_all: 0.2718 (0.2853) loss_rec_sfr: 0.3693 (0.4067) loss_cl: -0.2791 (-0.2784) time: 0.7456 data: 0.0002 max mem: 29860 [23:19:35.118869] Epoch: [12] [2060/2904] eta: 0:10:36 lr: 0.000763 loss: 0.2445 (0.2602) loss_rec_all: 0.2699 (0.2852) loss_rec_sfr: 0.3681 (0.4066) loss_cl: -0.2788 (-0.2784) time: 0.7456 data: 0.0002 max mem: 29860 [23:19:50.053821] Epoch: [12] [2080/2904] eta: 0:10:21 lr: 0.000763 loss: 0.2496 (0.2603) loss_rec_all: 0.2749 (0.2853) loss_rec_sfr: 0.3631 (0.4067) loss_cl: -0.2772 (-0.2784) time: 0.7467 data: 0.0002 max mem: 29860 [23:20:04.971557] Epoch: [12] [2100/2904] eta: 0:10:06 lr: 0.000763 loss: 0.2503 (0.2603) loss_rec_all: 0.2752 (0.2853) loss_rec_sfr: 0.3936 (0.4067) loss_cl: -0.2775 (-0.2784) time: 0.7458 data: 0.0002 max mem: 29860 [23:20:19.893273] Epoch: [12] [2120/2904] eta: 0:09:51 lr: 0.000764 loss: 0.2502 (0.2603) loss_rec_all: 0.2752 (0.2853) loss_rec_sfr: 0.4152 (0.4069) loss_cl: -0.2783 (-0.2784) time: 0.7460 data: 0.0002 max mem: 29860 [23:20:34.813365] Epoch: [12] [2140/2904] eta: 0:09:36 lr: 0.000764 loss: 0.2557 (0.2604) loss_rec_all: 0.2810 (0.2854) loss_rec_sfr: 0.3693 (0.4070) loss_cl: -0.2793 (-0.2784) time: 0.7460 data: 0.0002 max mem: 29860 [23:20:49.732984] Epoch: [12] [2160/2904] eta: 0:09:21 lr: 0.000765 loss: 0.2475 (0.2604) loss_rec_all: 0.2725 (0.2854) loss_rec_sfr: 0.4056 (0.4070) loss_cl: -0.2790 (-0.2784) time: 0.7459 data: 0.0002 max mem: 29860 [23:21:04.656848] Epoch: [12] [2180/2904] eta: 0:09:05 lr: 0.000765 loss: 0.2496 (0.2604) loss_rec_all: 0.2751 (0.2854) loss_rec_sfr: 0.3589 (0.4069) loss_cl: -0.2779 (-0.2784) time: 0.7462 data: 0.0002 max mem: 29860 [23:21:19.577004] Epoch: [12] [2200/2904] eta: 0:08:50 lr: 0.000765 loss: 0.2499 (0.2604) loss_rec_all: 0.2750 (0.2854) loss_rec_sfr: 0.3722 (0.4069) loss_cl: -0.2777 (-0.2784) time: 0.7460 data: 0.0002 max mem: 29860 [23:21:34.491991] Epoch: [12] [2220/2904] eta: 0:08:35 lr: 0.000766 loss: 0.2501 (0.2604) loss_rec_all: 0.2756 (0.2854) loss_rec_sfr: 0.3821 (0.4068) loss_cl: -0.2784 (-0.2784) time: 0.7457 data: 0.0002 max mem: 29860 [23:21:49.408098] Epoch: [12] [2240/2904] eta: 0:08:20 lr: 0.000766 loss: 0.2459 (0.2604) loss_rec_all: 0.2712 (0.2853) loss_rec_sfr: 0.4009 (0.4069) loss_cl: -0.2792 (-0.2784) time: 0.7458 data: 0.0002 max mem: 29860 [23:22:04.321280] Epoch: [12] [2260/2904] eta: 0:08:05 lr: 0.000767 loss: 0.2496 (0.2604) loss_rec_all: 0.2749 (0.2854) loss_rec_sfr: 0.3591 (0.4069) loss_cl: -0.2785 (-0.2784) time: 0.7456 data: 0.0002 max mem: 29860 [23:22:19.233608] Epoch: [12] [2280/2904] eta: 0:07:50 lr: 0.000767 loss: 0.2511 (0.2604) loss_rec_all: 0.2760 (0.2854) loss_rec_sfr: 0.3515 (0.4068) loss_cl: -0.2780 (-0.2784) time: 0.7456 data: 0.0002 max mem: 29860 [23:22:34.147672] Epoch: [12] [2300/2904] eta: 0:07:35 lr: 0.000768 loss: 0.2541 (0.2604) loss_rec_all: 0.2788 (0.2854) loss_rec_sfr: 0.3940 (0.4068) loss_cl: -0.2778 (-0.2784) time: 0.7457 data: 0.0002 max mem: 29860 [23:22:49.067023] Epoch: [12] [2320/2904] eta: 0:07:20 lr: 0.000768 loss: 0.2476 (0.2604) loss_rec_all: 0.2733 (0.2854) loss_rec_sfr: 0.3641 (0.4068) loss_cl: -0.2796 (-0.2784) time: 0.7459 data: 0.0002 max mem: 29860 [23:23:03.986561] Epoch: [12] [2340/2904] eta: 0:07:04 lr: 0.000768 loss: 0.2621 (0.2605) loss_rec_all: 0.2867 (0.2855) loss_rec_sfr: 0.4158 (0.4070) loss_cl: -0.2780 (-0.2784) time: 0.7459 data: 0.0002 max mem: 29860 [23:23:18.902043] Epoch: [12] [2360/2904] eta: 0:06:49 lr: 0.000769 loss: 0.2418 (0.2604) loss_rec_all: 0.2672 (0.2854) loss_rec_sfr: 0.3486 (0.4066) loss_cl: -0.2775 (-0.2784) time: 0.7457 data: 0.0002 max mem: 29860 [23:23:33.816793] Epoch: [12] [2380/2904] eta: 0:06:34 lr: 0.000769 loss: 0.2464 (0.2603) loss_rec_all: 0.2720 (0.2853) loss_rec_sfr: 0.3557 (0.4064) loss_cl: -0.2787 (-0.2784) time: 0.7457 data: 0.0002 max mem: 29860 [23:23:48.734466] Epoch: [12] [2400/2904] eta: 0:06:19 lr: 0.000770 loss: 0.2488 (0.2603) loss_rec_all: 0.2738 (0.2853) loss_rec_sfr: 0.3665 (0.4064) loss_cl: -0.2791 (-0.2784) time: 0.7458 data: 0.0002 max mem: 29860 [23:24:03.648504] Epoch: [12] [2420/2904] eta: 0:06:04 lr: 0.000770 loss: 0.2462 (0.2603) loss_rec_all: 0.2709 (0.2853) loss_rec_sfr: 0.3578 (0.4063) loss_cl: -0.2785 (-0.2784) time: 0.7457 data: 0.0002 max mem: 29860 [23:24:18.564793] Epoch: [12] [2440/2904] eta: 0:05:49 lr: 0.000770 loss: 0.2483 (0.2602) loss_rec_all: 0.2737 (0.2852) loss_rec_sfr: 0.3602 (0.4062) loss_cl: -0.2791 (-0.2784) time: 0.7458 data: 0.0002 max mem: 29860 [23:24:33.479471] Epoch: [12] [2460/2904] eta: 0:05:34 lr: 0.000771 loss: 0.2487 (0.2603) loss_rec_all: 0.2738 (0.2853) loss_rec_sfr: 0.4170 (0.4066) loss_cl: -0.2783 (-0.2784) time: 0.7457 data: 0.0002 max mem: 29860 [23:24:48.400978] Epoch: [12] [2480/2904] eta: 0:05:19 lr: 0.000771 loss: 0.2495 (0.2603) loss_rec_all: 0.2747 (0.2853) loss_rec_sfr: 0.3595 (0.4065) loss_cl: -0.2772 (-0.2784) time: 0.7460 data: 0.0002 max mem: 29860 [23:25:03.317975] Epoch: [12] [2500/2904] eta: 0:05:04 lr: 0.000772 loss: 0.2463 (0.2602) loss_rec_all: 0.2710 (0.2852) loss_rec_sfr: 0.3685 (0.4065) loss_cl: -0.2773 (-0.2784) time: 0.7458 data: 0.0002 max mem: 29860 [23:25:18.240912] Epoch: [12] [2520/2904] eta: 0:04:49 lr: 0.000772 loss: 0.2477 (0.2602) loss_rec_all: 0.2731 (0.2852) loss_rec_sfr: 0.4000 (0.4065) loss_cl: -0.2788 (-0.2784) time: 0.7461 data: 0.0002 max mem: 29860 [23:25:33.162928] Epoch: [12] [2540/2904] eta: 0:04:34 lr: 0.000772 loss: 0.2562 (0.2603) loss_rec_all: 0.2811 (0.2853) loss_rec_sfr: 0.3693 (0.4065) loss_cl: -0.2789 (-0.2784) time: 0.7461 data: 0.0002 max mem: 29860 [23:25:48.079342] Epoch: [12] [2560/2904] eta: 0:04:18 lr: 0.000773 loss: 0.2478 (0.2602) loss_rec_all: 0.2735 (0.2852) loss_rec_sfr: 0.3689 (0.4064) loss_cl: -0.2795 (-0.2784) time: 0.7458 data: 0.0002 max mem: 29860 [23:26:02.994394] Epoch: [12] [2580/2904] eta: 0:04:03 lr: 0.000773 loss: 0.2528 (0.2602) loss_rec_all: 0.2780 (0.2852) loss_rec_sfr: 0.3583 (0.4063) loss_cl: -0.2783 (-0.2784) time: 0.7457 data: 0.0002 max mem: 29860 [23:26:17.917839] Epoch: [12] [2600/2904] eta: 0:03:48 lr: 0.000774 loss: 0.2512 (0.2602) loss_rec_all: 0.2768 (0.2852) loss_rec_sfr: 0.3570 (0.4061) loss_cl: -0.2770 (-0.2784) time: 0.7461 data: 0.0002 max mem: 29860 [23:26:32.832827] Epoch: [12] [2620/2904] eta: 0:03:33 lr: 0.000774 loss: 0.2492 (0.2602) loss_rec_all: 0.2745 (0.2852) loss_rec_sfr: 0.3639 (0.4060) loss_cl: -0.2782 (-0.2784) time: 0.7457 data: 0.0002 max mem: 29860 [23:26:47.748960] Epoch: [12] [2640/2904] eta: 0:03:18 lr: 0.000775 loss: 0.2463 (0.2601) loss_rec_all: 0.2718 (0.2851) loss_rec_sfr: 0.3624 (0.4058) loss_cl: -0.2788 (-0.2784) time: 0.7458 data: 0.0002 max mem: 29860 [23:27:02.669945] Epoch: [12] [2660/2904] eta: 0:03:03 lr: 0.000775 loss: 0.2455 (0.2601) loss_rec_all: 0.2709 (0.2851) loss_rec_sfr: 0.3578 (0.4057) loss_cl: -0.2786 (-0.2784) time: 0.7460 data: 0.0002 max mem: 29860 [23:27:17.588938] Epoch: [12] [2680/2904] eta: 0:02:48 lr: 0.000775 loss: 0.2440 (0.2601) loss_rec_all: 0.2694 (0.2851) loss_rec_sfr: 0.4077 (0.4057) loss_cl: -0.2783 (-0.2784) time: 0.7459 data: 0.0002 max mem: 29860 [23:27:32.513909] Epoch: [12] [2700/2904] eta: 0:02:33 lr: 0.000776 loss: 0.2452 (0.2601) loss_rec_all: 0.2705 (0.2851) loss_rec_sfr: 0.3660 (0.4058) loss_cl: -0.2801 (-0.2784) time: 0.7462 data: 0.0002 max mem: 29860 [23:27:47.432290] Epoch: [12] [2720/2904] eta: 0:02:18 lr: 0.000776 loss: 0.2459 (0.2601) loss_rec_all: 0.2714 (0.2851) loss_rec_sfr: 0.3524 (0.4056) loss_cl: -0.2788 (-0.2784) time: 0.7459 data: 0.0002 max mem: 29860 [23:28:02.350384] Epoch: [12] [2740/2904] eta: 0:02:03 lr: 0.000777 loss: 0.2472 (0.2601) loss_rec_all: 0.2726 (0.2851) loss_rec_sfr: 0.4185 (0.4058) loss_cl: -0.2779 (-0.2784) time: 0.7459 data: 0.0002 max mem: 29860 [23:28:17.269698] Epoch: [12] [2760/2904] eta: 0:01:48 lr: 0.000777 loss: 0.2509 (0.2601) loss_rec_all: 0.2758 (0.2851) loss_rec_sfr: 0.4059 (0.4059) loss_cl: -0.2781 (-0.2784) time: 0.7459 data: 0.0002 max mem: 29860 [23:28:32.180628] Epoch: [12] [2780/2904] eta: 0:01:33 lr: 0.000777 loss: 0.2425 (0.2601) loss_rec_all: 0.2675 (0.2851) loss_rec_sfr: 0.3673 (0.4058) loss_cl: -0.2779 (-0.2784) time: 0.7455 data: 0.0002 max mem: 29860 [23:28:47.098811] Epoch: [12] [2800/2904] eta: 0:01:18 lr: 0.000778 loss: 0.2473 (0.2600) loss_rec_all: 0.2727 (0.2850) loss_rec_sfr: 0.3521 (0.4056) loss_cl: -0.2785 (-0.2784) time: 0.7459 data: 0.0002 max mem: 29860 [23:29:02.015412] Epoch: [12] [2820/2904] eta: 0:01:03 lr: 0.000778 loss: 0.2492 (0.2601) loss_rec_all: 0.2744 (0.2851) loss_rec_sfr: 0.3691 (0.4056) loss_cl: -0.2781 (-0.2784) time: 0.7458 data: 0.0002 max mem: 29860 [23:29:16.965475] Epoch: [12] [2840/2904] eta: 0:00:48 lr: 0.000779 loss: 0.2496 (0.2601) loss_rec_all: 0.2750 (0.2851) loss_rec_sfr: 0.4129 (0.4058) loss_cl: -0.2792 (-0.2784) time: 0.7475 data: 0.0023 max mem: 29860 [23:29:31.869567] Epoch: [12] [2860/2904] eta: 0:00:33 lr: 0.000779 loss: 0.2445 (0.2601) loss_rec_all: 0.2696 (0.2851) loss_rec_sfr: 0.3970 (0.4058) loss_cl: -0.2792 (-0.2784) time: 0.7452 data: 0.0001 max mem: 29860 [23:29:46.772280] Epoch: [12] [2880/2904] eta: 0:00:18 lr: 0.000780 loss: 0.2421 (0.2600) loss_rec_all: 0.2673 (0.2850) loss_rec_sfr: 0.3725 (0.4056) loss_cl: -0.2794 (-0.2784) time: 0.7451 data: 0.0001 max mem: 29860 [23:30:01.668848] Epoch: [12] [2900/2904] eta: 0:00:03 lr: 0.000780 loss: 0.2446 (0.2599) loss_rec_all: 0.2699 (0.2849) loss_rec_sfr: 0.3569 (0.4056) loss_cl: -0.2783 (-0.2784) time: 0.7448 data: 0.0001 max mem: 29860 [23:30:03.910839] Epoch: [12] [2903/2904] eta: 0:00:00 lr: 0.000780 loss: 0.2475 (0.2599) loss_rec_all: 0.2729 (0.2849) loss_rec_sfr: 0.3585 (0.4055) loss_cl: -0.2783 (-0.2784) time: 0.7448 data: 0.0001 max mem: 29860 [23:30:05.979223] Epoch: [12] Total time: 0:36:26 (0.7528 s / it) [23:30:05.980094] Averaged stats: lr: 0.000780 loss: 0.2475 (0.2622) loss_rec_all: 0.2729 (0.2849) loss_rec_sfr: 0.3585 (0.4067) loss_cl: -0.2783 (-0.2550) [23:30:05.984833] log_dir: ./checkpoint/VF2_ViT-B [23:30:22.722944] Epoch: [13] [ 0/2904] eta: 13:30:05 lr: 0.000780 loss: 0.3116 (0.3116) loss_rec_all: 0.3354 (0.3354) loss_rec_sfr: 0.5404 (0.5404) loss_cl: -0.2763 (-0.2763) time: 16.7374 data: 12.5961 max mem: 29860 [23:30:38.551737] Epoch: [13] [ 20/2904] eta: 1:14:32 lr: 0.000780 loss: 0.2468 (0.2634) loss_rec_all: 0.2716 (0.2882) loss_rec_sfr: 0.4072 (0.4281) loss_cl: -0.2780 (-0.2781) time: 0.7914 data: 0.0125 max mem: 29860 [23:30:53.431653] Epoch: [13] [ 40/2904] eta: 0:55:14 lr: 0.000781 loss: 0.2426 (0.2566) loss_rec_all: 0.2680 (0.2815) loss_rec_sfr: 0.4177 (0.4144) loss_cl: -0.2787 (-0.2784) time: 0.7440 data: 0.0002 max mem: 29860 [23:31:08.321281] Epoch: [13] [ 60/2904] eta: 0:48:26 lr: 0.000781 loss: 0.2488 (0.2588) loss_rec_all: 0.2741 (0.2837) loss_rec_sfr: 0.3562 (0.4115) loss_cl: -0.2780 (-0.2782) time: 0.7444 data: 0.0002 max mem: 29860 [23:31:23.229551] Epoch: [13] [ 80/2904] eta: 0:44:52 lr: 0.000782 loss: 0.2478 (0.2606) loss_rec_all: 0.2727 (0.2855) loss_rec_sfr: 0.4218 (0.4160) loss_cl: -0.2784 (-0.2782) time: 0.7454 data: 0.0002 max mem: 29860 [23:31:38.136708] Epoch: [13] [ 100/2904] eta: 0:42:38 lr: 0.000782 loss: 0.2557 (0.2620) loss_rec_all: 0.2810 (0.2869) loss_rec_sfr: 0.3707 (0.4172) loss_cl: -0.2784 (-0.2783) time: 0.7453 data: 0.0002 max mem: 29860 [23:31:53.060407] Epoch: [13] [ 120/2904] eta: 0:41:03 lr: 0.000782 loss: 0.2458 (0.2600) loss_rec_all: 0.2705 (0.2849) loss_rec_sfr: 0.3921 (0.4136) loss_cl: -0.2784 (-0.2783) time: 0.7461 data: 0.0002 max mem: 29860 [23:32:07.997288] Epoch: [13] [ 140/2904] eta: 0:39:51 lr: 0.000783 loss: 0.2433 (0.2584) loss_rec_all: 0.2683 (0.2834) loss_rec_sfr: 0.3533 (0.4087) loss_cl: -0.2785 (-0.2783) time: 0.7468 data: 0.0002 max mem: 29860 [23:32:22.916512] Epoch: [13] [ 160/2904] eta: 0:38:53 lr: 0.000783 loss: 0.2519 (0.2592) loss_rec_all: 0.2771 (0.2842) loss_rec_sfr: 0.4043 (0.4113) loss_cl: -0.2791 (-0.2784) time: 0.7459 data: 0.0002 max mem: 29860 [23:32:37.856967] Epoch: [13] [ 180/2904] eta: 0:38:05 lr: 0.000784 loss: 0.2495 (0.2599) loss_rec_all: 0.2748 (0.2849) loss_rec_sfr: 0.4044 (0.4130) loss_cl: -0.2785 (-0.2784) time: 0.7470 data: 0.0002 max mem: 29860 [23:32:52.769663] Epoch: [13] [ 200/2904] eta: 0:37:23 lr: 0.000784 loss: 0.2474 (0.2602) loss_rec_all: 0.2725 (0.2852) loss_rec_sfr: 0.3567 (0.4119) loss_cl: -0.2774 (-0.2783) time: 0.7456 data: 0.0002 max mem: 29860 [23:33:07.679691] Epoch: [13] [ 220/2904] eta: 0:36:46 lr: 0.000785 loss: 0.2540 (0.2613) loss_rec_all: 0.2794 (0.2862) loss_rec_sfr: 0.4111 (0.4149) loss_cl: -0.2785 (-0.2783) time: 0.7455 data: 0.0002 max mem: 29860 [23:33:22.595629] Epoch: [13] [ 240/2904] eta: 0:36:13 lr: 0.000785 loss: 0.2459 (0.2607) loss_rec_all: 0.2717 (0.2856) loss_rec_sfr: 0.3594 (0.4118) loss_cl: -0.2784 (-0.2783) time: 0.7458 data: 0.0002 max mem: 29860 [23:33:37.512252] Epoch: [13] [ 260/2904] eta: 0:35:42 lr: 0.000785 loss: 0.2470 (0.2604) loss_rec_all: 0.2717 (0.2854) loss_rec_sfr: 0.3525 (0.4106) loss_cl: -0.2791 (-0.2784) time: 0.7458 data: 0.0002 max mem: 29860 [23:33:52.430275] Epoch: [13] [ 280/2904] eta: 0:35:14 lr: 0.000786 loss: 0.2517 (0.2604) loss_rec_all: 0.2765 (0.2854) loss_rec_sfr: 0.4001 (0.4109) loss_cl: -0.2784 (-0.2784) time: 0.7459 data: 0.0002 max mem: 29860 [23:34:07.344524] Epoch: [13] [ 300/2904] eta: 0:34:47 lr: 0.000786 loss: 0.2479 (0.2606) loss_rec_all: 0.2728 (0.2856) loss_rec_sfr: 0.3983 (0.4112) loss_cl: -0.2788 (-0.2784) time: 0.7457 data: 0.0002 max mem: 29860 [23:34:22.254683] Epoch: [13] [ 320/2904] eta: 0:34:22 lr: 0.000787 loss: 0.2490 (0.2609) loss_rec_all: 0.2742 (0.2858) loss_rec_sfr: 0.3758 (0.4117) loss_cl: -0.2787 (-0.2784) time: 0.7455 data: 0.0002 max mem: 29860 [23:34:37.167763] Epoch: [13] [ 340/2904] eta: 0:33:58 lr: 0.000787 loss: 0.2479 (0.2609) loss_rec_all: 0.2727 (0.2859) loss_rec_sfr: 0.3904 (0.4118) loss_cl: -0.2780 (-0.2784) time: 0.7456 data: 0.0002 max mem: 29860 [23:34:52.077566] Epoch: [13] [ 360/2904] eta: 0:33:36 lr: 0.000787 loss: 0.2458 (0.2609) loss_rec_all: 0.2710 (0.2858) loss_rec_sfr: 0.3928 (0.4120) loss_cl: -0.2769 (-0.2783) time: 0.7454 data: 0.0002 max mem: 29860 [23:35:06.993400] Epoch: [13] [ 380/2904] eta: 0:33:13 lr: 0.000788 loss: 0.2478 (0.2612) loss_rec_all: 0.2732 (0.2861) loss_rec_sfr: 0.3709 (0.4127) loss_cl: -0.2786 (-0.2783) time: 0.7458 data: 0.0002 max mem: 29860 [23:35:21.907658] Epoch: [13] [ 400/2904] eta: 0:32:52 lr: 0.000788 loss: 0.2487 (0.2614) loss_rec_all: 0.2742 (0.2863) loss_rec_sfr: 0.3584 (0.4126) loss_cl: -0.2793 (-0.2784) time: 0.7457 data: 0.0002 max mem: 29860 [23:35:36.824336] Epoch: [13] [ 420/2904] eta: 0:32:31 lr: 0.000789 loss: 0.2511 (0.2613) loss_rec_all: 0.2758 (0.2862) loss_rec_sfr: 0.4206 (0.4128) loss_cl: -0.2781 (-0.2783) time: 0.7458 data: 0.0002 max mem: 29860 [23:35:51.733777] Epoch: [13] [ 440/2904] eta: 0:32:11 lr: 0.000789 loss: 0.2436 (0.2608) loss_rec_all: 0.2691 (0.2858) loss_rec_sfr: 0.3607 (0.4115) loss_cl: -0.2786 (-0.2783) time: 0.7454 data: 0.0002 max mem: 29860 [23:36:06.647032] Epoch: [13] [ 460/2904] eta: 0:31:51 lr: 0.000790 loss: 0.2513 (0.2612) loss_rec_all: 0.2760 (0.2861) loss_rec_sfr: 0.3785 (0.4119) loss_cl: -0.2782 (-0.2783) time: 0.7456 data: 0.0002 max mem: 29860 [23:36:21.559863] Epoch: [13] [ 480/2904] eta: 0:31:32 lr: 0.000790 loss: 0.2462 (0.2610) loss_rec_all: 0.2716 (0.2860) loss_rec_sfr: 0.3635 (0.4115) loss_cl: -0.2783 (-0.2783) time: 0.7456 data: 0.0002 max mem: 29860 [23:36:36.479939] Epoch: [13] [ 500/2904] eta: 0:31:13 lr: 0.000790 loss: 0.2418 (0.2607) loss_rec_all: 0.2668 (0.2857) loss_rec_sfr: 0.4064 (0.4114) loss_cl: -0.2784 (-0.2783) time: 0.7460 data: 0.0002 max mem: 29860 [23:36:51.406547] Epoch: [13] [ 520/2904] eta: 0:30:55 lr: 0.000791 loss: 0.2434 (0.2606) loss_rec_all: 0.2688 (0.2855) loss_rec_sfr: 0.3491 (0.4104) loss_cl: -0.2787 (-0.2783) time: 0.7463 data: 0.0002 max mem: 29860 [23:37:06.332301] Epoch: [13] [ 540/2904] eta: 0:30:36 lr: 0.000791 loss: 0.2498 (0.2604) loss_rec_all: 0.2753 (0.2854) loss_rec_sfr: 0.3617 (0.4097) loss_cl: -0.2783 (-0.2783) time: 0.7462 data: 0.0002 max mem: 29860 [23:37:21.253032] Epoch: [13] [ 560/2904] eta: 0:30:18 lr: 0.000792 loss: 0.2522 (0.2604) loss_rec_all: 0.2775 (0.2853) loss_rec_sfr: 0.3879 (0.4097) loss_cl: -0.2797 (-0.2784) time: 0.7460 data: 0.0002 max mem: 29860 [23:37:36.175922] Epoch: [13] [ 580/2904] eta: 0:30:00 lr: 0.000792 loss: 0.2460 (0.2601) loss_rec_all: 0.2715 (0.2851) loss_rec_sfr: 0.3521 (0.4087) loss_cl: -0.2783 (-0.2784) time: 0.7461 data: 0.0002 max mem: 29860 [23:37:51.098085] Epoch: [13] [ 600/2904] eta: 0:29:42 lr: 0.000792 loss: 0.2464 (0.2599) loss_rec_all: 0.2712 (0.2849) loss_rec_sfr: 0.3958 (0.4085) loss_cl: -0.2779 (-0.2784) time: 0.7461 data: 0.0002 max mem: 29860 [23:38:06.028696] Epoch: [13] [ 620/2904] eta: 0:29:25 lr: 0.000793 loss: 0.2467 (0.2597) loss_rec_all: 0.2714 (0.2847) loss_rec_sfr: 0.3939 (0.4084) loss_cl: -0.2778 (-0.2783) time: 0.7465 data: 0.0002 max mem: 29860 [23:38:20.958763] Epoch: [13] [ 640/2904] eta: 0:29:08 lr: 0.000793 loss: 0.2514 (0.2596) loss_rec_all: 0.2768 (0.2846) loss_rec_sfr: 0.3535 (0.4073) loss_cl: -0.2785 (-0.2783) time: 0.7465 data: 0.0002 max mem: 29860 [23:38:35.883243] Epoch: [13] [ 660/2904] eta: 0:28:50 lr: 0.000794 loss: 0.2436 (0.2593) loss_rec_all: 0.2684 (0.2842) loss_rec_sfr: 0.3471 (0.4062) loss_cl: -0.2781 (-0.2783) time: 0.7462 data: 0.0002 max mem: 29860 [23:38:50.811243] Epoch: [13] [ 680/2904] eta: 0:28:33 lr: 0.000794 loss: 0.2486 (0.2594) loss_rec_all: 0.2740 (0.2844) loss_rec_sfr: 0.4111 (0.4067) loss_cl: -0.2787 (-0.2783) time: 0.7464 data: 0.0002 max mem: 29860 [23:39:05.733548] Epoch: [13] [ 700/2904] eta: 0:28:16 lr: 0.000794 loss: 0.2454 (0.2593) loss_rec_all: 0.2703 (0.2843) loss_rec_sfr: 0.3631 (0.4066) loss_cl: -0.2792 (-0.2784) time: 0.7461 data: 0.0002 max mem: 29860 [23:39:20.658596] Epoch: [13] [ 720/2904] eta: 0:28:00 lr: 0.000795 loss: 0.2487 (0.2592) loss_rec_all: 0.2737 (0.2842) loss_rec_sfr: 0.3974 (0.4066) loss_cl: -0.2788 (-0.2784) time: 0.7462 data: 0.0002 max mem: 29860 [23:39:35.576468] Epoch: [13] [ 740/2904] eta: 0:27:43 lr: 0.000795 loss: 0.2483 (0.2592) loss_rec_all: 0.2733 (0.2842) loss_rec_sfr: 0.3977 (0.4068) loss_cl: -0.2779 (-0.2784) time: 0.7459 data: 0.0002 max mem: 29860 [23:39:50.499673] Epoch: [13] [ 760/2904] eta: 0:27:26 lr: 0.000796 loss: 0.2464 (0.2593) loss_rec_all: 0.2711 (0.2843) loss_rec_sfr: 0.4070 (0.4072) loss_cl: -0.2774 (-0.2783) time: 0.7461 data: 0.0002 max mem: 29860 [23:40:05.415867] Epoch: [13] [ 780/2904] eta: 0:27:10 lr: 0.000796 loss: 0.2404 (0.2590) loss_rec_all: 0.2655 (0.2840) loss_rec_sfr: 0.3500 (0.4064) loss_cl: -0.2782 (-0.2783) time: 0.7458 data: 0.0002 max mem: 29860 [23:40:20.334190] Epoch: [13] [ 800/2904] eta: 0:26:53 lr: 0.000797 loss: 0.2485 (0.2588) loss_rec_all: 0.2737 (0.2838) loss_rec_sfr: 0.3840 (0.4061) loss_cl: -0.2803 (-0.2784) time: 0.7459 data: 0.0002 max mem: 29860 [23:40:35.253816] Epoch: [13] [ 820/2904] eta: 0:26:37 lr: 0.000797 loss: 0.2446 (0.2588) loss_rec_all: 0.2702 (0.2838) loss_rec_sfr: 0.3743 (0.4062) loss_cl: -0.2796 (-0.2784) time: 0.7459 data: 0.0002 max mem: 29860 [23:40:50.177717] Epoch: [13] [ 840/2904] eta: 0:26:20 lr: 0.000797 loss: 0.2454 (0.2588) loss_rec_all: 0.2703 (0.2838) loss_rec_sfr: 0.3568 (0.4062) loss_cl: -0.2782 (-0.2784) time: 0.7462 data: 0.0002 max mem: 29860 [23:41:05.100820] Epoch: [13] [ 860/2904] eta: 0:26:04 lr: 0.000798 loss: 0.2391 (0.2585) loss_rec_all: 0.2641 (0.2835) loss_rec_sfr: 0.3948 (0.4061) loss_cl: -0.2780 (-0.2784) time: 0.7461 data: 0.0002 max mem: 29860 [23:41:20.019842] Epoch: [13] [ 880/2904] eta: 0:25:48 lr: 0.000798 loss: 0.2538 (0.2585) loss_rec_all: 0.2793 (0.2835) loss_rec_sfr: 0.3575 (0.4057) loss_cl: -0.2781 (-0.2784) time: 0.7459 data: 0.0002 max mem: 29860 [23:41:34.938693] Epoch: [13] [ 900/2904] eta: 0:25:32 lr: 0.000799 loss: 0.2528 (0.2587) loss_rec_all: 0.2778 (0.2837) loss_rec_sfr: 0.4262 (0.4066) loss_cl: -0.2781 (-0.2784) time: 0.7459 data: 0.0002 max mem: 29860 [23:41:49.861796] Epoch: [13] [ 920/2904] eta: 0:25:16 lr: 0.000799 loss: 0.2433 (0.2586) loss_rec_all: 0.2688 (0.2836) loss_rec_sfr: 0.3795 (0.4064) loss_cl: -0.2789 (-0.2784) time: 0.7461 data: 0.0002 max mem: 29860 [23:42:04.785733] Epoch: [13] [ 940/2904] eta: 0:25:00 lr: 0.000799 loss: 0.2463 (0.2585) loss_rec_all: 0.2719 (0.2835) loss_rec_sfr: 0.3937 (0.4064) loss_cl: -0.2790 (-0.2784) time: 0.7462 data: 0.0002 max mem: 29860 [23:42:19.708948] Epoch: [13] [ 960/2904] eta: 0:24:44 lr: 0.000800 loss: 0.2491 (0.2587) loss_rec_all: 0.2741 (0.2837) loss_rec_sfr: 0.4303 (0.4073) loss_cl: -0.2786 (-0.2784) time: 0.7461 data: 0.0002 max mem: 29860 [23:42:34.631632] Epoch: [13] [ 980/2904] eta: 0:24:28 lr: 0.000800 loss: 0.2431 (0.2586) loss_rec_all: 0.2683 (0.2836) loss_rec_sfr: 0.3589 (0.4068) loss_cl: -0.2788 (-0.2784) time: 0.7461 data: 0.0002 max mem: 29860 [23:42:49.551839] Epoch: [13] [1000/2904] eta: 0:24:12 lr: 0.000801 loss: 0.2457 (0.2586) loss_rec_all: 0.2705 (0.2836) loss_rec_sfr: 0.3634 (0.4067) loss_cl: -0.2783 (-0.2784) time: 0.7460 data: 0.0002 max mem: 29860 [23:43:04.472305] Epoch: [13] [1020/2904] eta: 0:23:56 lr: 0.000801 loss: 0.2594 (0.2589) loss_rec_all: 0.2848 (0.2839) loss_rec_sfr: 0.4074 (0.4074) loss_cl: -0.2778 (-0.2784) time: 0.7460 data: 0.0002 max mem: 29860 [23:43:19.393768] Epoch: [13] [1040/2904] eta: 0:23:40 lr: 0.000801 loss: 0.2424 (0.2587) loss_rec_all: 0.2678 (0.2837) loss_rec_sfr: 0.3560 (0.4071) loss_cl: -0.2784 (-0.2784) time: 0.7460 data: 0.0002 max mem: 29860 [23:43:34.314638] Epoch: [13] [1060/2904] eta: 0:23:24 lr: 0.000802 loss: 0.2457 (0.2586) loss_rec_all: 0.2707 (0.2836) loss_rec_sfr: 0.3606 (0.4066) loss_cl: -0.2787 (-0.2784) time: 0.7460 data: 0.0002 max mem: 29860 [23:43:49.236329] Epoch: [13] [1080/2904] eta: 0:23:09 lr: 0.000802 loss: 0.2440 (0.2586) loss_rec_all: 0.2696 (0.2836) loss_rec_sfr: 0.4128 (0.4070) loss_cl: -0.2779 (-0.2784) time: 0.7460 data: 0.0002 max mem: 29860 [23:44:04.164076] Epoch: [13] [1100/2904] eta: 0:22:53 lr: 0.000803 loss: 0.2445 (0.2584) loss_rec_all: 0.2700 (0.2834) loss_rec_sfr: 0.3559 (0.4063) loss_cl: -0.2785 (-0.2784) time: 0.7463 data: 0.0002 max mem: 29860 [23:44:19.092923] Epoch: [13] [1120/2904] eta: 0:22:37 lr: 0.000803 loss: 0.2434 (0.2582) loss_rec_all: 0.2689 (0.2832) loss_rec_sfr: 0.3558 (0.4059) loss_cl: -0.2796 (-0.2784) time: 0.7464 data: 0.0002 max mem: 29860 [23:44:34.016206] Epoch: [13] [1140/2904] eta: 0:22:21 lr: 0.000804 loss: 0.2451 (0.2583) loss_rec_all: 0.2707 (0.2833) loss_rec_sfr: 0.4118 (0.4062) loss_cl: -0.2792 (-0.2784) time: 0.7461 data: 0.0002 max mem: 29860 [23:44:48.937356] Epoch: [13] [1160/2904] eta: 0:22:06 lr: 0.000804 loss: 0.2523 (0.2583) loss_rec_all: 0.2772 (0.2833) loss_rec_sfr: 0.3884 (0.4060) loss_cl: -0.2779 (-0.2784) time: 0.7460 data: 0.0002 max mem: 29860 [23:45:03.855082] Epoch: [13] [1180/2904] eta: 0:21:50 lr: 0.000804 loss: 0.2431 (0.2581) loss_rec_all: 0.2685 (0.2831) loss_rec_sfr: 0.3623 (0.4058) loss_cl: -0.2785 (-0.2784) time: 0.7458 data: 0.0002 max mem: 29860 [23:45:18.776390] Epoch: [13] [1200/2904] eta: 0:21:35 lr: 0.000805 loss: 0.2451 (0.2581) loss_rec_all: 0.2707 (0.2831) loss_rec_sfr: 0.3617 (0.4055) loss_cl: -0.2785 (-0.2784) time: 0.7460 data: 0.0002 max mem: 29860 [23:45:33.696378] Epoch: [13] [1220/2904] eta: 0:21:19 lr: 0.000805 loss: 0.2436 (0.2581) loss_rec_all: 0.2690 (0.2831) loss_rec_sfr: 0.3450 (0.4053) loss_cl: -0.2786 (-0.2784) time: 0.7460 data: 0.0002 max mem: 29860 [23:45:48.615308] Epoch: [13] [1240/2904] eta: 0:21:03 lr: 0.000806 loss: 0.2457 (0.2580) loss_rec_all: 0.2705 (0.2830) loss_rec_sfr: 0.3798 (0.4053) loss_cl: -0.2783 (-0.2784) time: 0.7459 data: 0.0002 max mem: 29860 [23:46:03.536665] Epoch: [13] [1260/2904] eta: 0:20:48 lr: 0.000806 loss: 0.2485 (0.2579) loss_rec_all: 0.2735 (0.2830) loss_rec_sfr: 0.3575 (0.4050) loss_cl: -0.2786 (-0.2784) time: 0.7460 data: 0.0002 max mem: 29860 [23:46:18.459097] Epoch: [13] [1280/2904] eta: 0:20:32 lr: 0.000806 loss: 0.2461 (0.2578) loss_rec_all: 0.2713 (0.2828) loss_rec_sfr: 0.3950 (0.4049) loss_cl: -0.2782 (-0.2784) time: 0.7461 data: 0.0002 max mem: 29860 [23:46:33.386451] Epoch: [13] [1300/2904] eta: 0:20:17 lr: 0.000807 loss: 0.2435 (0.2578) loss_rec_all: 0.2683 (0.2828) loss_rec_sfr: 0.4095 (0.4054) loss_cl: -0.2777 (-0.2784) time: 0.7463 data: 0.0002 max mem: 29860 [23:46:48.310004] Epoch: [13] [1320/2904] eta: 0:20:01 lr: 0.000807 loss: 0.2443 (0.2577) loss_rec_all: 0.2696 (0.2827) loss_rec_sfr: 0.3622 (0.4050) loss_cl: -0.2792 (-0.2784) time: 0.7461 data: 0.0002 max mem: 29860 [23:47:03.233726] Epoch: [13] [1340/2904] eta: 0:19:46 lr: 0.000808 loss: 0.2503 (0.2577) loss_rec_all: 0.2759 (0.2827) loss_rec_sfr: 0.3600 (0.4048) loss_cl: -0.2788 (-0.2784) time: 0.7461 data: 0.0002 max mem: 29860 [23:47:18.159268] Epoch: [13] [1360/2904] eta: 0:19:30 lr: 0.000808 loss: 0.2422 (0.2576) loss_rec_all: 0.2673 (0.2826) loss_rec_sfr: 0.3469 (0.4044) loss_cl: -0.2788 (-0.2784) time: 0.7462 data: 0.0002 max mem: 29860 [23:47:33.083672] Epoch: [13] [1380/2904] eta: 0:19:15 lr: 0.000809 loss: 0.2414 (0.2576) loss_rec_all: 0.2664 (0.2826) loss_rec_sfr: 0.3940 (0.4045) loss_cl: -0.2785 (-0.2784) time: 0.7462 data: 0.0002 max mem: 29860 [23:47:48.004211] Epoch: [13] [1400/2904] eta: 0:19:00 lr: 0.000809 loss: 0.2460 (0.2576) loss_rec_all: 0.2714 (0.2826) loss_rec_sfr: 0.3526 (0.4046) loss_cl: -0.2784 (-0.2784) time: 0.7460 data: 0.0002 max mem: 29860 [23:48:02.924695] Epoch: [13] [1420/2904] eta: 0:18:44 lr: 0.000809 loss: 0.2460 (0.2576) loss_rec_all: 0.2710 (0.2826) loss_rec_sfr: 0.3604 (0.4044) loss_cl: -0.2786 (-0.2784) time: 0.7460 data: 0.0002 max mem: 29860 [23:48:17.845999] Epoch: [13] [1440/2904] eta: 0:18:29 lr: 0.000810 loss: 0.2459 (0.2575) loss_rec_all: 0.2713 (0.2825) loss_rec_sfr: 0.3583 (0.4042) loss_cl: -0.2785 (-0.2784) time: 0.7460 data: 0.0002 max mem: 29860 [23:48:32.770539] Epoch: [13] [1460/2904] eta: 0:18:13 lr: 0.000810 loss: 0.2417 (0.2574) loss_rec_all: 0.2666 (0.2825) loss_rec_sfr: 0.3938 (0.4041) loss_cl: -0.2787 (-0.2784) time: 0.7462 data: 0.0002 max mem: 29860 [23:48:47.692109] Epoch: [13] [1480/2904] eta: 0:17:58 lr: 0.000811 loss: 0.2430 (0.2573) loss_rec_all: 0.2683 (0.2823) loss_rec_sfr: 0.3448 (0.4037) loss_cl: -0.2793 (-0.2784) time: 0.7460 data: 0.0002 max mem: 29860 [23:49:02.617709] Epoch: [13] [1500/2904] eta: 0:17:43 lr: 0.000811 loss: 0.2517 (0.2574) loss_rec_all: 0.2768 (0.2824) loss_rec_sfr: 0.3790 (0.4039) loss_cl: -0.2789 (-0.2784) time: 0.7462 data: 0.0002 max mem: 29860 [23:49:17.538423] Epoch: [13] [1520/2904] eta: 0:17:27 lr: 0.000811 loss: 0.2477 (0.2574) loss_rec_all: 0.2733 (0.2824) loss_rec_sfr: 0.3658 (0.4039) loss_cl: -0.2779 (-0.2784) time: 0.7460 data: 0.0002 max mem: 29860 [23:49:32.461679] Epoch: [13] [1540/2904] eta: 0:17:12 lr: 0.000812 loss: 0.2471 (0.2575) loss_rec_all: 0.2723 (0.2825) loss_rec_sfr: 0.3552 (0.4039) loss_cl: -0.2780 (-0.2784) time: 0.7461 data: 0.0002 max mem: 29860 [23:49:47.386376] Epoch: [13] [1560/2904] eta: 0:16:57 lr: 0.000812 loss: 0.2465 (0.2574) loss_rec_all: 0.2720 (0.2824) loss_rec_sfr: 0.3592 (0.4037) loss_cl: -0.2776 (-0.2784) time: 0.7462 data: 0.0002 max mem: 29860 [23:50:02.315783] Epoch: [13] [1580/2904] eta: 0:16:41 lr: 0.000813 loss: 0.2429 (0.2574) loss_rec_all: 0.2683 (0.2824) loss_rec_sfr: 0.3888 (0.4038) loss_cl: -0.2794 (-0.2784) time: 0.7464 data: 0.0002 max mem: 29860 [23:50:17.235334] Epoch: [13] [1600/2904] eta: 0:16:26 lr: 0.000813 loss: 0.2409 (0.2574) loss_rec_all: 0.2660 (0.2824) loss_rec_sfr: 0.3994 (0.4038) loss_cl: -0.2795 (-0.2784) time: 0.7459 data: 0.0002 max mem: 29860 [23:50:32.155164] Epoch: [13] [1620/2904] eta: 0:16:11 lr: 0.000813 loss: 0.2502 (0.2574) loss_rec_all: 0.2757 (0.2824) loss_rec_sfr: 0.3623 (0.4037) loss_cl: -0.2783 (-0.2784) time: 0.7459 data: 0.0002 max mem: 29860 [23:50:47.077693] Epoch: [13] [1640/2904] eta: 0:15:55 lr: 0.000814 loss: 0.2413 (0.2574) loss_rec_all: 0.2667 (0.2824) loss_rec_sfr: 0.3602 (0.4036) loss_cl: -0.2776 (-0.2784) time: 0.7461 data: 0.0002 max mem: 29860 [23:51:01.996514] Epoch: [13] [1660/2904] eta: 0:15:40 lr: 0.000814 loss: 0.2532 (0.2574) loss_rec_all: 0.2785 (0.2824) loss_rec_sfr: 0.3576 (0.4036) loss_cl: -0.2777 (-0.2784) time: 0.7459 data: 0.0002 max mem: 29860 [23:51:16.919960] Epoch: [13] [1680/2904] eta: 0:15:25 lr: 0.000815 loss: 0.2486 (0.2574) loss_rec_all: 0.2738 (0.2824) loss_rec_sfr: 0.3597 (0.4035) loss_cl: -0.2796 (-0.2784) time: 0.7461 data: 0.0002 max mem: 29860 [23:51:31.840832] Epoch: [13] [1700/2904] eta: 0:15:10 lr: 0.000815 loss: 0.2425 (0.2572) loss_rec_all: 0.2674 (0.2823) loss_rec_sfr: 0.4003 (0.4033) loss_cl: -0.2803 (-0.2784) time: 0.7460 data: 0.0002 max mem: 29860 [23:51:46.760073] Epoch: [13] [1720/2904] eta: 0:14:54 lr: 0.000816 loss: 0.2475 (0.2572) loss_rec_all: 0.2728 (0.2822) loss_rec_sfr: 0.3531 (0.4030) loss_cl: -0.2786 (-0.2784) time: 0.7459 data: 0.0002 max mem: 29860 [23:52:01.681874] Epoch: [13] [1740/2904] eta: 0:14:39 lr: 0.000816 loss: 0.2458 (0.2572) loss_rec_all: 0.2713 (0.2822) loss_rec_sfr: 0.4007 (0.4031) loss_cl: -0.2775 (-0.2784) time: 0.7460 data: 0.0002 max mem: 29860 [23:52:16.606280] Epoch: [13] [1760/2904] eta: 0:14:24 lr: 0.000816 loss: 0.2434 (0.2571) loss_rec_all: 0.2682 (0.2821) loss_rec_sfr: 0.4024 (0.4030) loss_cl: -0.2779 (-0.2784) time: 0.7462 data: 0.0002 max mem: 29860 [23:52:31.532843] Epoch: [13] [1780/2904] eta: 0:14:09 lr: 0.000817 loss: 0.2431 (0.2571) loss_rec_all: 0.2685 (0.2822) loss_rec_sfr: 0.3945 (0.4032) loss_cl: -0.2784 (-0.2784) time: 0.7463 data: 0.0002 max mem: 29860 [23:52:46.457305] Epoch: [13] [1800/2904] eta: 0:13:53 lr: 0.000817 loss: 0.2385 (0.2570) loss_rec_all: 0.2641 (0.2820) loss_rec_sfr: 0.3460 (0.4029) loss_cl: -0.2790 (-0.2784) time: 0.7462 data: 0.0002 max mem: 29860 [23:53:01.393912] Epoch: [13] [1820/2904] eta: 0:13:38 lr: 0.000818 loss: 0.2415 (0.2570) loss_rec_all: 0.2664 (0.2820) loss_rec_sfr: 0.3554 (0.4028) loss_cl: -0.2784 (-0.2784) time: 0.7468 data: 0.0002 max mem: 29860 [23:53:16.313429] Epoch: [13] [1840/2904] eta: 0:13:23 lr: 0.000818 loss: 0.2470 (0.2570) loss_rec_all: 0.2723 (0.2820) loss_rec_sfr: 0.4040 (0.4029) loss_cl: -0.2794 (-0.2784) time: 0.7459 data: 0.0002 max mem: 29860 [23:53:31.232603] Epoch: [13] [1860/2904] eta: 0:13:08 lr: 0.000818 loss: 0.2458 (0.2570) loss_rec_all: 0.2711 (0.2820) loss_rec_sfr: 0.3459 (0.4027) loss_cl: -0.2771 (-0.2784) time: 0.7459 data: 0.0002 max mem: 29860 [23:53:46.153014] Epoch: [13] [1880/2904] eta: 0:12:53 lr: 0.000819 loss: 0.2477 (0.2570) loss_rec_all: 0.2730 (0.2820) loss_rec_sfr: 0.3598 (0.4027) loss_cl: -0.2776 (-0.2784) time: 0.7460 data: 0.0002 max mem: 29860 [23:54:01.075715] Epoch: [13] [1900/2904] eta: 0:12:37 lr: 0.000819 loss: 0.2408 (0.2570) loss_rec_all: 0.2656 (0.2820) loss_rec_sfr: 0.3699 (0.4028) loss_cl: -0.2787 (-0.2784) time: 0.7461 data: 0.0002 max mem: 29860 [23:54:15.998233] Epoch: [13] [1920/2904] eta: 0:12:22 lr: 0.000820 loss: 0.2475 (0.2571) loss_rec_all: 0.2728 (0.2821) loss_rec_sfr: 0.3971 (0.4029) loss_cl: -0.2787 (-0.2784) time: 0.7461 data: 0.0002 max mem: 29860 [23:54:30.923843] Epoch: [13] [1940/2904] eta: 0:12:07 lr: 0.000820 loss: 0.2460 (0.2571) loss_rec_all: 0.2715 (0.2821) loss_rec_sfr: 0.3973 (0.4030) loss_cl: -0.2787 (-0.2784) time: 0.7462 data: 0.0002 max mem: 29860 [23:54:45.838943] Epoch: [13] [1960/2904] eta: 0:11:52 lr: 0.000820 loss: 0.2414 (0.2571) loss_rec_all: 0.2667 (0.2821) loss_rec_sfr: 0.3986 (0.4030) loss_cl: -0.2783 (-0.2784) time: 0.7457 data: 0.0002 max mem: 29860 [23:55:00.752584] Epoch: [13] [1980/2904] eta: 0:11:37 lr: 0.000821 loss: 0.2418 (0.2570) loss_rec_all: 0.2668 (0.2820) loss_rec_sfr: 0.3554 (0.4028) loss_cl: -0.2789 (-0.2784) time: 0.7456 data: 0.0002 max mem: 29860 [23:55:15.670793] Epoch: [13] [2000/2904] eta: 0:11:21 lr: 0.000821 loss: 0.2547 (0.2572) loss_rec_all: 0.2801 (0.2822) loss_rec_sfr: 0.4132 (0.4033) loss_cl: -0.2788 (-0.2784) time: 0.7459 data: 0.0002 max mem: 29860 [23:55:30.583505] Epoch: [13] [2020/2904] eta: 0:11:06 lr: 0.000822 loss: 0.2411 (0.2571) loss_rec_all: 0.2660 (0.2821) loss_rec_sfr: 0.3961 (0.4033) loss_cl: -0.2784 (-0.2784) time: 0.7456 data: 0.0002 max mem: 29860 [23:55:45.500797] Epoch: [13] [2040/2904] eta: 0:10:51 lr: 0.000822 loss: 0.2381 (0.2571) loss_rec_all: 0.2634 (0.2821) loss_rec_sfr: 0.3591 (0.4033) loss_cl: -0.2784 (-0.2784) time: 0.7458 data: 0.0002 max mem: 29860 [23:56:00.420712] Epoch: [13] [2060/2904] eta: 0:10:36 lr: 0.000823 loss: 0.2441 (0.2570) loss_rec_all: 0.2689 (0.2820) loss_rec_sfr: 0.3622 (0.4032) loss_cl: -0.2787 (-0.2784) time: 0.7460 data: 0.0002 max mem: 29860 [23:56:15.338948] Epoch: [13] [2080/2904] eta: 0:10:21 lr: 0.000823 loss: 0.2398 (0.2569) loss_rec_all: 0.2653 (0.2820) loss_rec_sfr: 0.3431 (0.4029) loss_cl: -0.2788 (-0.2784) time: 0.7459 data: 0.0002 max mem: 29860 [23:56:30.255981] Epoch: [13] [2100/2904] eta: 0:10:06 lr: 0.000823 loss: 0.2460 (0.2570) loss_rec_all: 0.2715 (0.2820) loss_rec_sfr: 0.4251 (0.4032) loss_cl: -0.2778 (-0.2784) time: 0.7458 data: 0.0002 max mem: 29860 [23:56:45.178438] Epoch: [13] [2120/2904] eta: 0:09:51 lr: 0.000824 loss: 0.2452 (0.2570) loss_rec_all: 0.2699 (0.2821) loss_rec_sfr: 0.4018 (0.4033) loss_cl: -0.2776 (-0.2784) time: 0.7461 data: 0.0002 max mem: 29860 [23:57:00.099172] Epoch: [13] [2140/2904] eta: 0:09:35 lr: 0.000824 loss: 0.2430 (0.2570) loss_rec_all: 0.2680 (0.2820) loss_rec_sfr: 0.4005 (0.4032) loss_cl: -0.2792 (-0.2784) time: 0.7460 data: 0.0002 max mem: 29860 [23:57:15.024323] Epoch: [13] [2160/2904] eta: 0:09:20 lr: 0.000825 loss: 0.2451 (0.2569) loss_rec_all: 0.2703 (0.2819) loss_rec_sfr: 0.3890 (0.4032) loss_cl: -0.2787 (-0.2784) time: 0.7462 data: 0.0002 max mem: 29860 [23:57:29.952153] Epoch: [13] [2180/2904] eta: 0:09:05 lr: 0.000825 loss: 0.2435 (0.2570) loss_rec_all: 0.2684 (0.2820) loss_rec_sfr: 0.3970 (0.4033) loss_cl: -0.2779 (-0.2784) time: 0.7464 data: 0.0002 max mem: 29860 [23:57:44.885729] Epoch: [13] [2200/2904] eta: 0:08:50 lr: 0.000825 loss: 0.2453 (0.2570) loss_rec_all: 0.2702 (0.2820) loss_rec_sfr: 0.3587 (0.4033) loss_cl: -0.2788 (-0.2784) time: 0.7466 data: 0.0002 max mem: 29860 [23:57:59.825212] Epoch: [13] [2220/2904] eta: 0:08:35 lr: 0.000826 loss: 0.2409 (0.2570) loss_rec_all: 0.2660 (0.2820) loss_rec_sfr: 0.3579 (0.4032) loss_cl: -0.2796 (-0.2784) time: 0.7469 data: 0.0002 max mem: 29860 [23:58:14.750270] Epoch: [13] [2240/2904] eta: 0:08:20 lr: 0.000826 loss: 0.2415 (0.2569) loss_rec_all: 0.2672 (0.2819) loss_rec_sfr: 0.3585 (0.4031) loss_cl: -0.2786 (-0.2784) time: 0.7462 data: 0.0002 max mem: 29860 [23:58:29.669903] Epoch: [13] [2260/2904] eta: 0:08:05 lr: 0.000827 loss: 0.2470 (0.2569) loss_rec_all: 0.2726 (0.2819) loss_rec_sfr: 0.3587 (0.4030) loss_cl: -0.2793 (-0.2784) time: 0.7459 data: 0.0002 max mem: 29860 [23:58:44.595184] Epoch: [13] [2280/2904] eta: 0:07:50 lr: 0.000827 loss: 0.2476 (0.2568) loss_rec_all: 0.2727 (0.2819) loss_rec_sfr: 0.3926 (0.4030) loss_cl: -0.2785 (-0.2784) time: 0.7462 data: 0.0002 max mem: 29860 [23:58:59.514679] Epoch: [13] [2300/2904] eta: 0:07:35 lr: 0.000828 loss: 0.2397 (0.2567) loss_rec_all: 0.2652 (0.2818) loss_rec_sfr: 0.3460 (0.4027) loss_cl: -0.2783 (-0.2784) time: 0.7459 data: 0.0002 max mem: 29860 [23:59:14.428863] Epoch: [13] [2320/2904] eta: 0:07:19 lr: 0.000828 loss: 0.2439 (0.2567) loss_rec_all: 0.2686 (0.2817) loss_rec_sfr: 0.3639 (0.4027) loss_cl: -0.2774 (-0.2784) time: 0.7457 data: 0.0002 max mem: 29860 [23:59:29.344235] Epoch: [13] [2340/2904] eta: 0:07:04 lr: 0.000828 loss: 0.2465 (0.2567) loss_rec_all: 0.2715 (0.2817) loss_rec_sfr: 0.3919 (0.4027) loss_cl: -0.2793 (-0.2784) time: 0.7457 data: 0.0002 max mem: 29860 [23:59:44.264545] Epoch: [13] [2360/2904] eta: 0:06:49 lr: 0.000829 loss: 0.2437 (0.2567) loss_rec_all: 0.2693 (0.2817) loss_rec_sfr: 0.3513 (0.4026) loss_cl: -0.2797 (-0.2784) time: 0.7460 data: 0.0002 max mem: 29860 [23:59:59.188248] Epoch: [13] [2380/2904] eta: 0:06:34 lr: 0.000829 loss: 0.2393 (0.2567) loss_rec_all: 0.2647 (0.2817) loss_rec_sfr: 0.3636 (0.4024) loss_cl: -0.2780 (-0.2784) time: 0.7461 data: 0.0002 max mem: 29860 [00:00:14.112402] Epoch: [13] [2400/2904] eta: 0:06:19 lr: 0.000830 loss: 0.2421 (0.2566) loss_rec_all: 0.2672 (0.2817) loss_rec_sfr: 0.3888 (0.4024) loss_cl: -0.2778 (-0.2784) time: 0.7462 data: 0.0002 max mem: 29860 [00:00:29.034953] Epoch: [13] [2420/2904] eta: 0:06:04 lr: 0.000830 loss: 0.2440 (0.2566) loss_rec_all: 0.2689 (0.2816) loss_rec_sfr: 0.3640 (0.4024) loss_cl: -0.2783 (-0.2784) time: 0.7461 data: 0.0002 max mem: 29860 [00:00:43.951636] Epoch: [13] [2440/2904] eta: 0:05:49 lr: 0.000830 loss: 0.2486 (0.2566) loss_rec_all: 0.2742 (0.2816) loss_rec_sfr: 0.3531 (0.4020) loss_cl: -0.2796 (-0.2784) time: 0.7458 data: 0.0002 max mem: 29860 [00:00:58.872593] Epoch: [13] [2460/2904] eta: 0:05:34 lr: 0.000831 loss: 0.2431 (0.2565) loss_rec_all: 0.2685 (0.2815) loss_rec_sfr: 0.3650 (0.4018) loss_cl: -0.2794 (-0.2784) time: 0.7460 data: 0.0002 max mem: 29860 [00:01:13.797613] Epoch: [13] [2480/2904] eta: 0:05:19 lr: 0.000831 loss: 0.2467 (0.2565) loss_rec_all: 0.2717 (0.2815) loss_rec_sfr: 0.3498 (0.4017) loss_cl: -0.2791 (-0.2784) time: 0.7462 data: 0.0002 max mem: 29860 [00:01:28.721855] Epoch: [13] [2500/2904] eta: 0:05:04 lr: 0.000832 loss: 0.2431 (0.2564) loss_rec_all: 0.2683 (0.2815) loss_rec_sfr: 0.3935 (0.4017) loss_cl: -0.2780 (-0.2784) time: 0.7462 data: 0.0002 max mem: 29860 [00:01:43.636217] Epoch: [13] [2520/2904] eta: 0:04:49 lr: 0.000832 loss: 0.2412 (0.2564) loss_rec_all: 0.2666 (0.2814) loss_rec_sfr: 0.3524 (0.4015) loss_cl: -0.2786 (-0.2784) time: 0.7457 data: 0.0002 max mem: 29860 [00:01:58.554617] Epoch: [13] [2540/2904] eta: 0:04:33 lr: 0.000832 loss: 0.2454 (0.2564) loss_rec_all: 0.2704 (0.2814) loss_rec_sfr: 0.4004 (0.4016) loss_cl: -0.2781 (-0.2784) time: 0.7459 data: 0.0002 max mem: 29860 [00:02:13.469976] Epoch: [13] [2560/2904] eta: 0:04:18 lr: 0.000833 loss: 0.2413 (0.2563) loss_rec_all: 0.2668 (0.2814) loss_rec_sfr: 0.3889 (0.4016) loss_cl: -0.2788 (-0.2784) time: 0.7457 data: 0.0002 max mem: 29860 [00:02:28.393023] Epoch: [13] [2580/2904] eta: 0:04:03 lr: 0.000833 loss: 0.2475 (0.2564) loss_rec_all: 0.2730 (0.2814) loss_rec_sfr: 0.3641 (0.4016) loss_cl: -0.2793 (-0.2784) time: 0.7461 data: 0.0002 max mem: 29860 [00:02:43.310784] Epoch: [13] [2600/2904] eta: 0:03:48 lr: 0.000834 loss: 0.2484 (0.2564) loss_rec_all: 0.2732 (0.2815) loss_rec_sfr: 0.3656 (0.4016) loss_cl: -0.2793 (-0.2784) time: 0.7458 data: 0.0002 max mem: 29860 [00:02:58.226362] Epoch: [13] [2620/2904] eta: 0:03:33 lr: 0.000834 loss: 0.2425 (0.2564) loss_rec_all: 0.2675 (0.2815) loss_rec_sfr: 0.3568 (0.4015) loss_cl: -0.2782 (-0.2784) time: 0.7457 data: 0.0002 max mem: 29860 [00:03:13.154594] Epoch: [13] [2640/2904] eta: 0:03:18 lr: 0.000835 loss: 0.2439 (0.2564) loss_rec_all: 0.2695 (0.2814) loss_rec_sfr: 0.3530 (0.4013) loss_cl: -0.2785 (-0.2784) time: 0.7464 data: 0.0002 max mem: 29860 [00:03:28.080121] Epoch: [13] [2660/2904] eta: 0:03:03 lr: 0.000835 loss: 0.2438 (0.2564) loss_rec_all: 0.2696 (0.2814) loss_rec_sfr: 0.3660 (0.4013) loss_cl: -0.2785 (-0.2784) time: 0.7462 data: 0.0002 max mem: 29860 [00:03:43.006137] Epoch: [13] [2680/2904] eta: 0:02:48 lr: 0.000835 loss: 0.2394 (0.2563) loss_rec_all: 0.2648 (0.2814) loss_rec_sfr: 0.3555 (0.4012) loss_cl: -0.2781 (-0.2784) time: 0.7463 data: 0.0002 max mem: 29860 [00:03:57.936602] Epoch: [13] [2700/2904] eta: 0:02:33 lr: 0.000836 loss: 0.2426 (0.2563) loss_rec_all: 0.2675 (0.2813) loss_rec_sfr: 0.3573 (0.4010) loss_cl: -0.2781 (-0.2784) time: 0.7465 data: 0.0002 max mem: 29860 [00:04:12.855271] Epoch: [13] [2720/2904] eta: 0:02:18 lr: 0.000836 loss: 0.2438 (0.2563) loss_rec_all: 0.2690 (0.2813) loss_rec_sfr: 0.3941 (0.4010) loss_cl: -0.2794 (-0.2784) time: 0.7459 data: 0.0002 max mem: 29860 [00:04:27.770031] Epoch: [13] [2740/2904] eta: 0:02:03 lr: 0.000837 loss: 0.2493 (0.2563) loss_rec_all: 0.2747 (0.2814) loss_rec_sfr: 0.4035 (0.4012) loss_cl: -0.2777 (-0.2784) time: 0.7457 data: 0.0002 max mem: 29860 [00:04:42.684635] Epoch: [13] [2760/2904] eta: 0:01:48 lr: 0.000837 loss: 0.2440 (0.2563) loss_rec_all: 0.2692 (0.2813) loss_rec_sfr: 0.3511 (0.4010) loss_cl: -0.2784 (-0.2784) time: 0.7457 data: 0.0002 max mem: 29860 [00:04:57.602615] Epoch: [13] [2780/2904] eta: 0:01:33 lr: 0.000837 loss: 0.2383 (0.2563) loss_rec_all: 0.2636 (0.2813) loss_rec_sfr: 0.3680 (0.4010) loss_cl: -0.2786 (-0.2784) time: 0.7459 data: 0.0002 max mem: 29860 [00:05:12.522370] Epoch: [13] [2800/2904] eta: 0:01:18 lr: 0.000838 loss: 0.2427 (0.2562) loss_rec_all: 0.2682 (0.2813) loss_rec_sfr: 0.3915 (0.4010) loss_cl: -0.2785 (-0.2784) time: 0.7459 data: 0.0002 max mem: 29860 [00:05:27.437436] Epoch: [13] [2820/2904] eta: 0:01:03 lr: 0.000838 loss: 0.2428 (0.2561) loss_rec_all: 0.2679 (0.2812) loss_rec_sfr: 0.3580 (0.4008) loss_cl: -0.2778 (-0.2784) time: 0.7457 data: 0.0002 max mem: 29860 [00:05:42.379894] Epoch: [13] [2840/2904] eta: 0:00:48 lr: 0.000839 loss: 0.2430 (0.2562) loss_rec_all: 0.2682 (0.2812) loss_rec_sfr: 0.3972 (0.4010) loss_cl: -0.2783 (-0.2784) time: 0.7471 data: 0.0023 max mem: 29860 [00:05:57.285605] Epoch: [13] [2860/2904] eta: 0:00:33 lr: 0.000839 loss: 0.2432 (0.2562) loss_rec_all: 0.2682 (0.2812) loss_rec_sfr: 0.3458 (0.4009) loss_cl: -0.2784 (-0.2784) time: 0.7452 data: 0.0001 max mem: 29860 [00:06:12.189628] Epoch: [13] [2880/2904] eta: 0:00:18 lr: 0.000840 loss: 0.2443 (0.2561) loss_rec_all: 0.2697 (0.2812) loss_rec_sfr: 0.3522 (0.4008) loss_cl: -0.2782 (-0.2784) time: 0.7452 data: 0.0001 max mem: 29860 [00:06:27.088905] Epoch: [13] [2900/2904] eta: 0:00:03 lr: 0.000840 loss: 0.2433 (0.2561) loss_rec_all: 0.2688 (0.2812) loss_rec_sfr: 0.3495 (0.4008) loss_cl: -0.2779 (-0.2784) time: 0.7449 data: 0.0001 max mem: 29860 [00:06:29.330292] Epoch: [13] [2903/2904] eta: 0:00:00 lr: 0.000840 loss: 0.2433 (0.2562) loss_rec_all: 0.2688 (0.2812) loss_rec_sfr: 0.3533 (0.4008) loss_cl: -0.2780 (-0.2784) time: 0.7448 data: 0.0001 max mem: 29860 [00:06:31.362508] Epoch: [13] Total time: 0:36:25 (0.7525 s / it) [00:06:31.365258] Averaged stats: lr: 0.000840 loss: 0.2433 (0.2584) loss_rec_all: 0.2688 (0.2811) loss_rec_sfr: 0.3533 (0.4009) loss_cl: -0.2780 (-0.2550) [00:06:31.369900] log_dir: ./checkpoint/VF2_ViT-B [00:06:48.434206] Epoch: [14] [ 0/2904] eta: 13:45:52 lr: 0.000840 loss: 0.3260 (0.3260) loss_rec_all: 0.3497 (0.3497) loss_rec_sfr: 0.5673 (0.5673) loss_cl: -0.2770 (-0.2770) time: 17.0636 data: 12.5972 max mem: 29860 [00:07:04.961604] Epoch: [14] [ 20/2904] eta: 1:16:53 lr: 0.000840 loss: 0.2516 (0.2685) loss_rec_all: 0.2765 (0.2933) loss_rec_sfr: 0.4159 (0.4326) loss_cl: -0.2785 (-0.2784) time: 0.8263 data: 0.0328 max mem: 29860 [00:07:19.842295] Epoch: [14] [ 40/2904] eta: 0:56:25 lr: 0.000841 loss: 0.2462 (0.2620) loss_rec_all: 0.2710 (0.2869) loss_rec_sfr: 0.3870 (0.4167) loss_cl: -0.2783 (-0.2783) time: 0.7440 data: 0.0002 max mem: 29860 [00:07:34.734008] Epoch: [14] [ 60/2904] eta: 0:49:14 lr: 0.000841 loss: 0.2378 (0.2558) loss_rec_all: 0.2635 (0.2809) loss_rec_sfr: 0.3475 (0.4002) loss_cl: -0.2782 (-0.2783) time: 0.7445 data: 0.0002 max mem: 29860 [00:07:49.628558] Epoch: [14] [ 80/2904] eta: 0:45:28 lr: 0.000842 loss: 0.2426 (0.2560) loss_rec_all: 0.2682 (0.2810) loss_rec_sfr: 0.3507 (0.3981) loss_cl: -0.2790 (-0.2784) time: 0.7447 data: 0.0002 max mem: 29860 [00:08:04.527768] Epoch: [14] [ 100/2904] eta: 0:43:06 lr: 0.000842 loss: 0.2453 (0.2564) loss_rec_all: 0.2703 (0.2814) loss_rec_sfr: 0.3485 (0.3979) loss_cl: -0.2788 (-0.2784) time: 0.7449 data: 0.0002 max mem: 29860 [00:08:19.440366] Epoch: [14] [ 120/2904] eta: 0:41:26 lr: 0.000842 loss: 0.2362 (0.2535) loss_rec_all: 0.2618 (0.2786) loss_rec_sfr: 0.3496 (0.3943) loss_cl: -0.2789 (-0.2784) time: 0.7456 data: 0.0002 max mem: 29860 [00:08:34.383854] Epoch: [14] [ 140/2904] eta: 0:40:11 lr: 0.000843 loss: 0.2452 (0.2550) loss_rec_all: 0.2706 (0.2801) loss_rec_sfr: 0.4050 (0.3984) loss_cl: -0.2789 (-0.2785) time: 0.7471 data: 0.0002 max mem: 29860 [00:08:49.308596] Epoch: [14] [ 160/2904] eta: 0:39:10 lr: 0.000843 loss: 0.2403 (0.2542) loss_rec_all: 0.2654 (0.2793) loss_rec_sfr: 0.3514 (0.3949) loss_cl: -0.2787 (-0.2785) time: 0.7462 data: 0.0002 max mem: 29860 [00:09:04.260441] Epoch: [14] [ 180/2904] eta: 0:38:20 lr: 0.000844 loss: 0.2398 (0.2533) loss_rec_all: 0.2654 (0.2784) loss_rec_sfr: 0.3520 (0.3931) loss_cl: -0.2782 (-0.2785) time: 0.7476 data: 0.0002 max mem: 29860 [00:09:19.186263] Epoch: [14] [ 200/2904] eta: 0:37:37 lr: 0.000844 loss: 0.2405 (0.2533) loss_rec_all: 0.2654 (0.2784) loss_rec_sfr: 0.4104 (0.3958) loss_cl: -0.2784 (-0.2785) time: 0.7462 data: 0.0002 max mem: 29860 [00:09:34.107961] Epoch: [14] [ 220/2904] eta: 0:36:59 lr: 0.000845 loss: 0.2409 (0.2532) loss_rec_all: 0.2663 (0.2783) loss_rec_sfr: 0.3973 (0.3971) loss_cl: -0.2794 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [00:09:49.026109] Epoch: [14] [ 240/2904] eta: 0:36:24 lr: 0.000845 loss: 0.2409 (0.2523) loss_rec_all: 0.2659 (0.2774) loss_rec_sfr: 0.3535 (0.3947) loss_cl: -0.2787 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [00:10:03.945481] Epoch: [14] [ 260/2904] eta: 0:35:53 lr: 0.000845 loss: 0.2384 (0.2518) loss_rec_all: 0.2638 (0.2769) loss_rec_sfr: 0.3475 (0.3934) loss_cl: -0.2789 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [00:10:18.865574] Epoch: [14] [ 280/2904] eta: 0:35:24 lr: 0.000846 loss: 0.2425 (0.2515) loss_rec_all: 0.2673 (0.2766) loss_rec_sfr: 0.3792 (0.3929) loss_cl: -0.2789 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [00:10:33.792020] Epoch: [14] [ 300/2904] eta: 0:34:57 lr: 0.000846 loss: 0.2422 (0.2514) loss_rec_all: 0.2676 (0.2765) loss_rec_sfr: 0.3898 (0.3928) loss_cl: -0.2790 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [00:10:48.718445] Epoch: [14] [ 320/2904] eta: 0:34:31 lr: 0.000847 loss: 0.2451 (0.2520) loss_rec_all: 0.2702 (0.2771) loss_rec_sfr: 0.3628 (0.3939) loss_cl: -0.2786 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [00:11:03.639999] Epoch: [14] [ 340/2904] eta: 0:34:07 lr: 0.000847 loss: 0.2462 (0.2525) loss_rec_all: 0.2712 (0.2775) loss_rec_sfr: 0.3727 (0.3950) loss_cl: -0.2783 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [00:11:18.563876] Epoch: [14] [ 360/2904] eta: 0:33:43 lr: 0.000847 loss: 0.2379 (0.2526) loss_rec_all: 0.2634 (0.2777) loss_rec_sfr: 0.3484 (0.3951) loss_cl: -0.2778 (-0.2785) time: 0.7462 data: 0.0002 max mem: 29860 [00:11:33.485413] Epoch: [14] [ 380/2904] eta: 0:33:21 lr: 0.000848 loss: 0.2402 (0.2525) loss_rec_all: 0.2655 (0.2776) loss_rec_sfr: 0.4029 (0.3952) loss_cl: -0.2779 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [00:11:48.408064] Epoch: [14] [ 400/2904] eta: 0:32:59 lr: 0.000848 loss: 0.2363 (0.2521) loss_rec_all: 0.2619 (0.2772) loss_rec_sfr: 0.3539 (0.3938) loss_cl: -0.2781 (-0.2785) time: 0.7461 data: 0.0002 max mem: 29860 [00:12:03.332053] Epoch: [14] [ 420/2904] eta: 0:32:38 lr: 0.000849 loss: 0.2441 (0.2520) loss_rec_all: 0.2696 (0.2771) loss_rec_sfr: 0.3555 (0.3931) loss_cl: -0.2787 (-0.2785) time: 0.7462 data: 0.0002 max mem: 29860 [00:12:18.255020] Epoch: [14] [ 440/2904] eta: 0:32:18 lr: 0.000849 loss: 0.2459 (0.2525) loss_rec_all: 0.2712 (0.2775) loss_rec_sfr: 0.4099 (0.3943) loss_cl: -0.2784 (-0.2785) time: 0.7461 data: 0.0002 max mem: 29860 [00:12:33.182219] Epoch: [14] [ 460/2904] eta: 0:31:58 lr: 0.000850 loss: 0.2431 (0.2529) loss_rec_all: 0.2680 (0.2779) loss_rec_sfr: 0.4014 (0.3954) loss_cl: -0.2781 (-0.2785) time: 0.7463 data: 0.0002 max mem: 29860 [00:12:48.099893] Epoch: [14] [ 480/2904] eta: 0:31:38 lr: 0.000850 loss: 0.2415 (0.2528) loss_rec_all: 0.2666 (0.2779) loss_rec_sfr: 0.3996 (0.3956) loss_cl: -0.2777 (-0.2784) time: 0.7458 data: 0.0002 max mem: 29860 [00:13:03.019677] Epoch: [14] [ 500/2904] eta: 0:31:19 lr: 0.000850 loss: 0.2464 (0.2534) loss_rec_all: 0.2719 (0.2785) loss_rec_sfr: 0.3970 (0.3968) loss_cl: -0.2783 (-0.2784) time: 0.7459 data: 0.0002 max mem: 29860 [00:13:17.942343] Epoch: [14] [ 520/2904] eta: 0:31:00 lr: 0.000851 loss: 0.2371 (0.2534) loss_rec_all: 0.2621 (0.2785) loss_rec_sfr: 0.3390 (0.3965) loss_cl: -0.2786 (-0.2784) time: 0.7461 data: 0.0002 max mem: 29860 [00:13:32.859343] Epoch: [14] [ 540/2904] eta: 0:30:41 lr: 0.000851 loss: 0.2411 (0.2532) loss_rec_all: 0.2668 (0.2782) loss_rec_sfr: 0.3532 (0.3957) loss_cl: -0.2788 (-0.2784) time: 0.7458 data: 0.0002 max mem: 29860 [00:13:47.776427] Epoch: [14] [ 560/2904] eta: 0:30:23 lr: 0.000852 loss: 0.2405 (0.2532) loss_rec_all: 0.2655 (0.2783) loss_rec_sfr: 0.3891 (0.3961) loss_cl: -0.2781 (-0.2784) time: 0.7458 data: 0.0002 max mem: 29860 [00:14:02.698826] Epoch: [14] [ 580/2904] eta: 0:30:05 lr: 0.000852 loss: 0.2397 (0.2531) loss_rec_all: 0.2653 (0.2782) loss_rec_sfr: 0.3508 (0.3956) loss_cl: -0.2788 (-0.2784) time: 0.7461 data: 0.0002 max mem: 29860 [00:14:17.621395] Epoch: [14] [ 600/2904] eta: 0:29:47 lr: 0.000852 loss: 0.2408 (0.2528) loss_rec_all: 0.2660 (0.2778) loss_rec_sfr: 0.3499 (0.3950) loss_cl: -0.2789 (-0.2784) time: 0.7461 data: 0.0002 max mem: 29860 [00:14:32.543000] Epoch: [14] [ 620/2904] eta: 0:29:29 lr: 0.000853 loss: 0.2483 (0.2530) loss_rec_all: 0.2739 (0.2781) loss_rec_sfr: 0.3581 (0.3952) loss_cl: -0.2784 (-0.2784) time: 0.7460 data: 0.0002 max mem: 29860 [00:14:47.467962] Epoch: [14] [ 640/2904] eta: 0:29:12 lr: 0.000853 loss: 0.2417 (0.2532) loss_rec_all: 0.2671 (0.2783) loss_rec_sfr: 0.4117 (0.3963) loss_cl: -0.2785 (-0.2784) time: 0.7462 data: 0.0002 max mem: 29860 [00:15:02.387765] Epoch: [14] [ 660/2904] eta: 0:28:54 lr: 0.000854 loss: 0.2408 (0.2532) loss_rec_all: 0.2657 (0.2783) loss_rec_sfr: 0.3994 (0.3967) loss_cl: -0.2793 (-0.2785) time: 0.7459 data: 0.0002 max mem: 29860 [00:15:17.305089] Epoch: [14] [ 680/2904] eta: 0:28:37 lr: 0.000854 loss: 0.2420 (0.2531) loss_rec_all: 0.2667 (0.2782) loss_rec_sfr: 0.3854 (0.3967) loss_cl: -0.2779 (-0.2784) time: 0.7458 data: 0.0002 max mem: 29860 [00:15:32.224633] Epoch: [14] [ 700/2904] eta: 0:28:20 lr: 0.000854 loss: 0.2424 (0.2531) loss_rec_all: 0.2679 (0.2781) loss_rec_sfr: 0.3600 (0.3967) loss_cl: -0.2780 (-0.2784) time: 0.7459 data: 0.0002 max mem: 29860 [00:15:47.144636] Epoch: [14] [ 720/2904] eta: 0:28:03 lr: 0.000855 loss: 0.2421 (0.2530) loss_rec_all: 0.2675 (0.2781) loss_rec_sfr: 0.3924 (0.3967) loss_cl: -0.2786 (-0.2784) time: 0.7460 data: 0.0002 max mem: 29860 [00:16:02.067286] Epoch: [14] [ 740/2904] eta: 0:27:46 lr: 0.000855 loss: 0.2419 (0.2530) loss_rec_all: 0.2671 (0.2781) loss_rec_sfr: 0.3438 (0.3965) loss_cl: -0.2784 (-0.2784) time: 0.7461 data: 0.0002 max mem: 29860 [00:16:16.987464] Epoch: [14] [ 760/2904] eta: 0:27:29 lr: 0.000856 loss: 0.2416 (0.2530) loss_rec_all: 0.2667 (0.2781) loss_rec_sfr: 0.3562 (0.3965) loss_cl: -0.2795 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [00:16:31.905298] Epoch: [14] [ 780/2904] eta: 0:27:13 lr: 0.000856 loss: 0.2405 (0.2531) loss_rec_all: 0.2657 (0.2782) loss_rec_sfr: 0.3460 (0.3962) loss_cl: -0.2787 (-0.2785) time: 0.7459 data: 0.0002 max mem: 29860 [00:16:46.823463] Epoch: [14] [ 800/2904] eta: 0:26:56 lr: 0.000857 loss: 0.2578 (0.2535) loss_rec_all: 0.2833 (0.2786) loss_rec_sfr: 0.3897 (0.3971) loss_cl: -0.2778 (-0.2784) time: 0.7459 data: 0.0002 max mem: 29860 [00:17:01.742911] Epoch: [14] [ 820/2904] eta: 0:26:40 lr: 0.000857 loss: 0.2499 (0.2537) loss_rec_all: 0.2753 (0.2788) loss_rec_sfr: 0.3489 (0.3973) loss_cl: -0.2781 (-0.2784) time: 0.7459 data: 0.0002 max mem: 29860 [00:17:16.661627] Epoch: [14] [ 840/2904] eta: 0:26:23 lr: 0.000857 loss: 0.2407 (0.2536) loss_rec_all: 0.2656 (0.2787) loss_rec_sfr: 0.3532 (0.3970) loss_cl: -0.2779 (-0.2784) time: 0.7459 data: 0.0002 max mem: 29860 [00:17:31.578266] Epoch: [14] [ 860/2904] eta: 0:26:07 lr: 0.000858 loss: 0.2415 (0.2535) loss_rec_all: 0.2663 (0.2786) loss_rec_sfr: 0.3590 (0.3969) loss_cl: -0.2782 (-0.2784) time: 0.7458 data: 0.0002 max mem: 29860 [00:17:46.493526] Epoch: [14] [ 880/2904] eta: 0:25:50 lr: 0.000858 loss: 0.2428 (0.2534) loss_rec_all: 0.2683 (0.2785) loss_rec_sfr: 0.3592 (0.3966) loss_cl: -0.2780 (-0.2784) time: 0.7457 data: 0.0002 max mem: 29860 [00:18:01.413700] Epoch: [14] [ 900/2904] eta: 0:25:34 lr: 0.000859 loss: 0.2414 (0.2533) loss_rec_all: 0.2671 (0.2784) loss_rec_sfr: 0.3605 (0.3965) loss_cl: -0.2788 (-0.2784) time: 0.7460 data: 0.0002 max mem: 29860 [00:18:16.333970] Epoch: [14] [ 920/2904] eta: 0:25:18 lr: 0.000859 loss: 0.2443 (0.2533) loss_rec_all: 0.2690 (0.2784) loss_rec_sfr: 0.3514 (0.3963) loss_cl: -0.2792 (-0.2784) time: 0.7460 data: 0.0002 max mem: 29860 [00:18:31.253861] Epoch: [14] [ 940/2904] eta: 0:25:02 lr: 0.000859 loss: 0.2423 (0.2533) loss_rec_all: 0.2675 (0.2784) loss_rec_sfr: 0.3587 (0.3963) loss_cl: -0.2786 (-0.2784) time: 0.7460 data: 0.0002 max mem: 29860 [00:18:46.174760] Epoch: [14] [ 960/2904] eta: 0:24:46 lr: 0.000860 loss: 0.2418 (0.2531) loss_rec_all: 0.2672 (0.2782) loss_rec_sfr: 0.3534 (0.3959) loss_cl: -0.2795 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [00:19:01.094640] Epoch: [14] [ 980/2904] eta: 0:24:30 lr: 0.000860 loss: 0.2447 (0.2532) loss_rec_all: 0.2700 (0.2783) loss_rec_sfr: 0.3955 (0.3964) loss_cl: -0.2784 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [00:19:16.013309] Epoch: [14] [1000/2904] eta: 0:24:14 lr: 0.000861 loss: 0.2420 (0.2531) loss_rec_all: 0.2669 (0.2782) loss_rec_sfr: 0.3751 (0.3962) loss_cl: -0.2776 (-0.2784) time: 0.7459 data: 0.0002 max mem: 29860 [00:19:30.929129] Epoch: [14] [1020/2904] eta: 0:23:58 lr: 0.000861 loss: 0.2402 (0.2529) loss_rec_all: 0.2651 (0.2780) loss_rec_sfr: 0.3465 (0.3956) loss_cl: -0.2775 (-0.2784) time: 0.7457 data: 0.0002 max mem: 29860 [00:19:45.845819] Epoch: [14] [1040/2904] eta: 0:23:42 lr: 0.000861 loss: 0.2443 (0.2531) loss_rec_all: 0.2693 (0.2782) loss_rec_sfr: 0.4092 (0.3963) loss_cl: -0.2786 (-0.2784) time: 0.7458 data: 0.0002 max mem: 29860 [00:20:00.769043] Epoch: [14] [1060/2904] eta: 0:23:26 lr: 0.000862 loss: 0.2409 (0.2532) loss_rec_all: 0.2665 (0.2782) loss_rec_sfr: 0.3949 (0.3965) loss_cl: -0.2795 (-0.2784) time: 0.7461 data: 0.0002 max mem: 29860 [00:20:15.691514] Epoch: [14] [1080/2904] eta: 0:23:10 lr: 0.000862 loss: 0.2361 (0.2531) loss_rec_all: 0.2620 (0.2781) loss_rec_sfr: 0.3457 (0.3963) loss_cl: -0.2798 (-0.2784) time: 0.7461 data: 0.0002 max mem: 29860 [00:20:30.612868] Epoch: [14] [1100/2904] eta: 0:22:55 lr: 0.000863 loss: 0.2390 (0.2530) loss_rec_all: 0.2644 (0.2781) loss_rec_sfr: 0.3790 (0.3963) loss_cl: -0.2791 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [00:20:45.537972] Epoch: [14] [1120/2904] eta: 0:22:39 lr: 0.000863 loss: 0.2461 (0.2531) loss_rec_all: 0.2714 (0.2782) loss_rec_sfr: 0.3557 (0.3964) loss_cl: -0.2766 (-0.2784) time: 0.7462 data: 0.0002 max mem: 29860 [00:21:00.455953] Epoch: [14] [1140/2904] eta: 0:22:23 lr: 0.000864 loss: 0.2415 (0.2530) loss_rec_all: 0.2664 (0.2781) loss_rec_sfr: 0.4000 (0.3965) loss_cl: -0.2783 (-0.2784) time: 0.7459 data: 0.0002 max mem: 29860 [00:21:15.377314] Epoch: [14] [1160/2904] eta: 0:22:07 lr: 0.000864 loss: 0.2390 (0.2530) loss_rec_all: 0.2642 (0.2780) loss_rec_sfr: 0.3538 (0.3964) loss_cl: -0.2790 (-0.2784) time: 0.7460 data: 0.0002 max mem: 29860 [00:21:30.301411] Epoch: [14] [1180/2904] eta: 0:21:52 lr: 0.000864 loss: 0.2489 (0.2532) loss_rec_all: 0.2740 (0.2782) loss_rec_sfr: 0.3967 (0.3969) loss_cl: -0.2784 (-0.2784) time: 0.7462 data: 0.0002 max mem: 29860 [00:21:45.226021] Epoch: [14] [1200/2904] eta: 0:21:36 lr: 0.000865 loss: 0.2479 (0.2532) loss_rec_all: 0.2727 (0.2782) loss_rec_sfr: 0.3598 (0.3970) loss_cl: -0.2784 (-0.2784) time: 0.7462 data: 0.0002 max mem: 29860 [00:22:00.146320] Epoch: [14] [1220/2904] eta: 0:21:20 lr: 0.000865 loss: 0.2357 (0.2531) loss_rec_all: 0.2607 (0.2782) loss_rec_sfr: 0.3494 (0.3966) loss_cl: -0.2781 (-0.2784) time: 0.7460 data: 0.0002 max mem: 29860 [00:22:15.064529] Epoch: [14] [1240/2904] eta: 0:21:05 lr: 0.000866 loss: 0.2406 (0.2530) loss_rec_all: 0.2655 (0.2781) loss_rec_sfr: 0.4036 (0.3966) loss_cl: -0.2779 (-0.2784) time: 0.7459 data: 0.0002 max mem: 29860 [00:22:29.990721] Epoch: [14] [1260/2904] eta: 0:20:49 lr: 0.000866 loss: 0.2380 (0.2530) loss_rec_all: 0.2635 (0.2780) loss_rec_sfr: 0.3940 (0.3967) loss_cl: -0.2787 (-0.2784) time: 0.7463 data: 0.0002 max mem: 29860 [00:22:44.913107] Epoch: [14] [1280/2904] eta: 0:20:34 lr: 0.000866 loss: 0.2465 (0.2530) loss_rec_all: 0.2720 (0.2781) loss_rec_sfr: 0.3516 (0.3967) loss_cl: -0.2787 (-0.2784) time: 0.7461 data: 0.0002 max mem: 29860 [00:22:59.832873] Epoch: [14] [1300/2904] eta: 0:20:18 lr: 0.000867 loss: 0.2445 (0.2531) loss_rec_all: 0.2695 (0.2781) loss_rec_sfr: 0.3635 (0.3968) loss_cl: -0.2785 (-0.2784) time: 0.7459 data: 0.0002 max mem: 29860 [00:23:14.756955] Epoch: [14] [1320/2904] eta: 0:20:03 lr: 0.000867 loss: 0.2390 (0.2531) loss_rec_all: 0.2645 (0.2782) loss_rec_sfr: 0.3561 (0.3969) loss_cl: -0.2783 (-0.2784) time: 0.7462 data: 0.0002 max mem: 29860 [00:23:29.679512] Epoch: [14] [1340/2904] eta: 0:19:47 lr: 0.000868 loss: 0.2489 (0.2532) loss_rec_all: 0.2742 (0.2783) loss_rec_sfr: 0.3447 (0.3969) loss_cl: -0.2774 (-0.2784) time: 0.7461 data: 0.0002 max mem: 29860 [00:23:44.605957] Epoch: [14] [1360/2904] eta: 0:19:32 lr: 0.000868 loss: 0.2372 (0.2531) loss_rec_all: 0.2621 (0.2781) loss_rec_sfr: 0.3585 (0.3966) loss_cl: -0.2783 (-0.2784) time: 0.7463 data: 0.0002 max mem: 29860 [00:23:59.529092] Epoch: [14] [1380/2904] eta: 0:19:16 lr: 0.000869 loss: 0.2439 (0.2531) loss_rec_all: 0.2688 (0.2782) loss_rec_sfr: 0.3496 (0.3965) loss_cl: -0.2789 (-0.2784) time: 0.7461 data: 0.0002 max mem: 29860 [00:24:14.450461] Epoch: [14] [1400/2904] eta: 0:19:01 lr: 0.000869 loss: 0.2404 (0.2530) loss_rec_all: 0.2654 (0.2780) loss_rec_sfr: 0.3452 (0.3960) loss_cl: -0.2785 (-0.2784) time: 0.7460 data: 0.0002 max mem: 29860 [00:24:29.372199] Epoch: [14] [1420/2904] eta: 0:18:45 lr: 0.000869 loss: 0.2418 (0.2530) loss_rec_all: 0.2672 (0.2781) loss_rec_sfr: 0.3501 (0.3960) loss_cl: -0.2784 (-0.2784) time: 0.7460 data: 0.0002 max mem: 29860 [00:24:44.292748] Epoch: [14] [1440/2904] eta: 0:18:30 lr: 0.000870 loss: 0.2337 (0.2528) loss_rec_all: 0.2591 (0.2779) loss_rec_sfr: 0.3448 (0.3955) loss_cl: -0.2785 (-0.2784) time: 0.7460 data: 0.0002 max mem: 29860 [00:24:59.220478] Epoch: [14] [1460/2904] eta: 0:18:14 lr: 0.000870 loss: 0.2366 (0.2527) loss_rec_all: 0.2625 (0.2778) loss_rec_sfr: 0.3468 (0.3953) loss_cl: -0.2793 (-0.2784) time: 0.7463 data: 0.0002 max mem: 29860 [00:25:14.139384] Epoch: [14] [1480/2904] eta: 0:17:59 lr: 0.000871 loss: 0.2400 (0.2527) loss_rec_all: 0.2657 (0.2778) loss_rec_sfr: 0.3471 (0.3951) loss_cl: -0.2795 (-0.2784) time: 0.7459 data: 0.0002 max mem: 29860 [00:25:29.060089] Epoch: [14] [1500/2904] eta: 0:17:44 lr: 0.000871 loss: 0.2373 (0.2525) loss_rec_all: 0.2625 (0.2776) loss_rec_sfr: 0.3670 (0.3949) loss_cl: -0.2777 (-0.2784) time: 0.7460 data: 0.0002 max mem: 29860 [00:25:43.985411] Epoch: [14] [1520/2904] eta: 0:17:28 lr: 0.000871 loss: 0.2464 (0.2526) loss_rec_all: 0.2719 (0.2777) loss_rec_sfr: 0.3594 (0.3950) loss_cl: -0.2790 (-0.2784) time: 0.7462 data: 0.0002 max mem: 29860 [00:25:58.902446] Epoch: [14] [1540/2904] eta: 0:17:13 lr: 0.000872 loss: 0.2356 (0.2525) loss_rec_all: 0.2608 (0.2776) loss_rec_sfr: 0.3979 (0.3949) loss_cl: -0.2789 (-0.2784) time: 0.7458 data: 0.0002 max mem: 29860 [00:26:13.827512] Epoch: [14] [1560/2904] eta: 0:16:58 lr: 0.000872 loss: 0.2436 (0.2526) loss_rec_all: 0.2685 (0.2777) loss_rec_sfr: 0.3950 (0.3951) loss_cl: -0.2777 (-0.2784) time: 0.7462 data: 0.0002 max mem: 29860 [00:26:28.753003] Epoch: [14] [1580/2904] eta: 0:16:42 lr: 0.000873 loss: 0.2430 (0.2526) loss_rec_all: 0.2683 (0.2776) loss_rec_sfr: 0.3501 (0.3949) loss_cl: -0.2787 (-0.2784) time: 0.7462 data: 0.0002 max mem: 29860 [00:26:43.679077] Epoch: [14] [1600/2904] eta: 0:16:27 lr: 0.000873 loss: 0.2409 (0.2525) loss_rec_all: 0.2666 (0.2775) loss_rec_sfr: 0.3931 (0.3948) loss_cl: -0.2797 (-0.2784) time: 0.7463 data: 0.0002 max mem: 29860 [00:26:58.605482] Epoch: [14] [1620/2904] eta: 0:16:12 lr: 0.000873 loss: 0.2422 (0.2525) loss_rec_all: 0.2674 (0.2776) loss_rec_sfr: 0.3489 (0.3947) loss_cl: -0.2799 (-0.2784) time: 0.7461 data: 0.0002 max mem: 29860 [00:27:13.518823] Epoch: [14] [1640/2904] eta: 0:15:56 lr: 0.000874 loss: 0.2395 (0.2524) loss_rec_all: 0.2651 (0.2775) loss_rec_sfr: 0.3481 (0.3945) loss_cl: -0.2782 (-0.2784) time: 0.7456 data: 0.0002 max mem: 29860 [00:27:28.432666] Epoch: [14] [1660/2904] eta: 0:15:41 lr: 0.000874 loss: 0.2378 (0.2523) loss_rec_all: 0.2629 (0.2774) loss_rec_sfr: 0.3902 (0.3944) loss_cl: -0.2806 (-0.2784) time: 0.7457 data: 0.0002 max mem: 29860 [00:27:43.358199] Epoch: [14] [1680/2904] eta: 0:15:26 lr: 0.000875 loss: 0.2409 (0.2523) loss_rec_all: 0.2675 (0.2774) loss_rec_sfr: 0.3461 (0.3944) loss_cl: -0.2813 (-0.2784) time: 0.7462 data: 0.0002 max mem: 29860 [00:27:58.417915] Epoch: [14] [1700/2904] eta: 0:15:10 lr: 0.000875 loss: 0.2400 (0.2523) loss_rec_all: 0.2658 (0.2774) loss_rec_sfr: 0.3514 (0.3942) loss_cl: -0.2814 (-0.2784) time: 0.7529 data: 0.0002 max mem: 29860 [00:28:13.339251] Epoch: [14] [1720/2904] eta: 0:14:55 lr: 0.000876 loss: 0.2386 (0.2523) loss_rec_all: 0.2641 (0.2774) loss_rec_sfr: 0.3560 (0.3942) loss_cl: -0.2817 (-0.2784) time: 0.7460 data: 0.0002 max mem: 29860 [00:28:28.404575] Epoch: [14] [1740/2904] eta: 0:14:40 lr: 0.000876 loss: 0.2456 (0.2523) loss_rec_all: 0.2705 (0.2774) loss_rec_sfr: 0.3511 (0.3941) loss_cl: -0.2780 (-0.2784) time: 0.7532 data: 0.0002 max mem: 29860 [00:28:43.324135] Epoch: [14] [1760/2904] eta: 0:14:25 lr: 0.000876 loss: 0.2456 (0.2524) loss_rec_all: 0.2713 (0.2775) loss_rec_sfr: 0.4015 (0.3945) loss_cl: -0.2785 (-0.2784) time: 0.7459 data: 0.0002 max mem: 29860 [00:28:58.247082] Epoch: [14] [1780/2904] eta: 0:14:09 lr: 0.000877 loss: 0.2374 (0.2524) loss_rec_all: 0.2624 (0.2775) loss_rec_sfr: 0.3949 (0.3946) loss_cl: -0.2792 (-0.2784) time: 0.7461 data: 0.0002 max mem: 29860 [00:29:13.167910] Epoch: [14] [1800/2904] eta: 0:13:54 lr: 0.000877 loss: 0.2425 (0.2524) loss_rec_all: 0.2681 (0.2775) loss_rec_sfr: 0.3584 (0.3947) loss_cl: -0.2789 (-0.2784) time: 0.7460 data: 0.0002 max mem: 29860 [00:29:28.086435] Epoch: [14] [1820/2904] eta: 0:13:39 lr: 0.000878 loss: 0.2383 (0.2525) loss_rec_all: 0.2639 (0.2776) loss_rec_sfr: 0.3438 (0.3950) loss_cl: -0.2770 (-0.2784) time: 0.7459 data: 0.0002 max mem: 29860 [00:29:43.007236] Epoch: [14] [1840/2904] eta: 0:13:24 lr: 0.000878 loss: 0.2374 (0.2525) loss_rec_all: 0.2623 (0.2776) loss_rec_sfr: 0.3924 (0.3950) loss_cl: -0.2781 (-0.2784) time: 0.7460 data: 0.0002 max mem: 29860 [00:29:57.916492] Epoch: [14] [1860/2904] eta: 0:13:09 lr: 0.000878 loss: 0.2393 (0.2524) loss_rec_all: 0.2643 (0.2775) loss_rec_sfr: 0.3658 (0.3948) loss_cl: -0.2794 (-0.2784) time: 0.7454 data: 0.0002 max mem: 29860 [00:30:12.826162] Epoch: [14] [1880/2904] eta: 0:12:53 lr: 0.000879 loss: 0.2505 (0.2525) loss_rec_all: 0.2757 (0.2775) loss_rec_sfr: 0.3482 (0.3947) loss_cl: -0.2790 (-0.2784) time: 0.7454 data: 0.0002 max mem: 29860 [00:30:27.740897] Epoch: [14] [1900/2904] eta: 0:12:38 lr: 0.000879 loss: 0.2408 (0.2525) loss_rec_all: 0.2662 (0.2775) loss_rec_sfr: 0.3574 (0.3947) loss_cl: -0.2777 (-0.2784) time: 0.7457 data: 0.0002 max mem: 29860 [00:30:42.652997] Epoch: [14] [1920/2904] eta: 0:12:23 lr: 0.000880 loss: 0.2354 (0.2524) loss_rec_all: 0.2609 (0.2774) loss_rec_sfr: 0.3408 (0.3944) loss_cl: -0.2790 (-0.2784) time: 0.7456 data: 0.0002 max mem: 29860 [00:30:57.570176] Epoch: [14] [1940/2904] eta: 0:12:08 lr: 0.000880 loss: 0.2360 (0.2524) loss_rec_all: 0.2614 (0.2775) loss_rec_sfr: 0.3514 (0.3945) loss_cl: -0.2787 (-0.2784) time: 0.7458 data: 0.0002 max mem: 29860 [00:31:12.483934] Epoch: [14] [1960/2904] eta: 0:11:52 lr: 0.000880 loss: 0.2408 (0.2524) loss_rec_all: 0.2658 (0.2775) loss_rec_sfr: 0.3606 (0.3945) loss_cl: -0.2779 (-0.2784) time: 0.7457 data: 0.0002 max mem: 29860 [00:31:27.398306] Epoch: [14] [1980/2904] eta: 0:11:37 lr: 0.000881 loss: 0.2463 (0.2525) loss_rec_all: 0.2716 (0.2775) loss_rec_sfr: 0.3941 (0.3946) loss_cl: -0.2783 (-0.2784) time: 0.7457 data: 0.0002 max mem: 29860 [00:31:42.313555] Epoch: [14] [2000/2904] eta: 0:11:22 lr: 0.000881 loss: 0.2405 (0.2524) loss_rec_all: 0.2659 (0.2775) loss_rec_sfr: 0.3396 (0.3944) loss_cl: -0.2788 (-0.2784) time: 0.7457 data: 0.0002 max mem: 29860 [00:31:57.227358] Epoch: [14] [2020/2904] eta: 0:11:07 lr: 0.000882 loss: 0.2425 (0.2525) loss_rec_all: 0.2680 (0.2775) loss_rec_sfr: 0.4021 (0.3946) loss_cl: -0.2787 (-0.2784) time: 0.7457 data: 0.0002 max mem: 29860 [00:32:12.138505] Epoch: [14] [2040/2904] eta: 0:10:52 lr: 0.000882 loss: 0.2507 (0.2525) loss_rec_all: 0.2762 (0.2776) loss_rec_sfr: 0.3591 (0.3947) loss_cl: -0.2778 (-0.2784) time: 0.7455 data: 0.0002 max mem: 29860 [00:32:27.060928] Epoch: [14] [2060/2904] eta: 0:10:37 lr: 0.000883 loss: 0.2377 (0.2525) loss_rec_all: 0.2629 (0.2775) loss_rec_sfr: 0.3842 (0.3946) loss_cl: -0.2784 (-0.2784) time: 0.7461 data: 0.0002 max mem: 29860 [00:32:41.980346] Epoch: [14] [2080/2904] eta: 0:10:21 lr: 0.000883 loss: 0.2428 (0.2525) loss_rec_all: 0.2684 (0.2776) loss_rec_sfr: 0.3487 (0.3947) loss_cl: -0.2793 (-0.2784) time: 0.7459 data: 0.0002 max mem: 29860 [00:32:56.901178] Epoch: [14] [2100/2904] eta: 0:10:06 lr: 0.000883 loss: 0.2387 (0.2525) loss_rec_all: 0.2641 (0.2776) loss_rec_sfr: 0.3947 (0.3948) loss_cl: -0.2776 (-0.2784) time: 0.7460 data: 0.0002 max mem: 29860 [00:33:11.818722] Epoch: [14] [2120/2904] eta: 0:09:51 lr: 0.000884 loss: 0.2459 (0.2525) loss_rec_all: 0.2705 (0.2776) loss_rec_sfr: 0.3851 (0.3949) loss_cl: -0.2776 (-0.2784) time: 0.7458 data: 0.0002 max mem: 29860 [00:33:26.735029] Epoch: [14] [2140/2904] eta: 0:09:36 lr: 0.000884 loss: 0.2417 (0.2525) loss_rec_all: 0.2667 (0.2776) loss_rec_sfr: 0.3956 (0.3950) loss_cl: -0.2793 (-0.2784) time: 0.7458 data: 0.0002 max mem: 29860 [00:33:41.650224] Epoch: [14] [2160/2904] eta: 0:09:21 lr: 0.000885 loss: 0.2387 (0.2524) loss_rec_all: 0.2643 (0.2775) loss_rec_sfr: 0.3569 (0.3949) loss_cl: -0.2778 (-0.2784) time: 0.7457 data: 0.0002 max mem: 29860 [00:33:56.571113] Epoch: [14] [2180/2904] eta: 0:09:06 lr: 0.000885 loss: 0.2450 (0.2524) loss_rec_all: 0.2700 (0.2775) loss_rec_sfr: 0.3551 (0.3948) loss_cl: -0.2786 (-0.2784) time: 0.7460 data: 0.0002 max mem: 29860 [00:34:11.486115] Epoch: [14] [2200/2904] eta: 0:08:50 lr: 0.000885 loss: 0.2399 (0.2523) loss_rec_all: 0.2648 (0.2774) loss_rec_sfr: 0.3409 (0.3946) loss_cl: -0.2786 (-0.2784) time: 0.7457 data: 0.0002 max mem: 29860 [00:34:26.399494] Epoch: [14] [2220/2904] eta: 0:08:35 lr: 0.000886 loss: 0.2359 (0.2522) loss_rec_all: 0.2610 (0.2773) loss_rec_sfr: 0.3472 (0.3944) loss_cl: -0.2791 (-0.2784) time: 0.7456 data: 0.0002 max mem: 29860 [00:34:41.312514] Epoch: [14] [2240/2904] eta: 0:08:20 lr: 0.000886 loss: 0.2420 (0.2522) loss_rec_all: 0.2679 (0.2773) loss_rec_sfr: 0.3527 (0.3943) loss_cl: -0.2789 (-0.2784) time: 0.7456 data: 0.0002 max mem: 29860 [00:34:56.223352] Epoch: [14] [2260/2904] eta: 0:08:05 lr: 0.000887 loss: 0.2462 (0.2522) loss_rec_all: 0.2716 (0.2773) loss_rec_sfr: 0.3905 (0.3944) loss_cl: -0.2795 (-0.2784) time: 0.7455 data: 0.0002 max mem: 29860 [00:35:11.132003] Epoch: [14] [2280/2904] eta: 0:07:50 lr: 0.000887 loss: 0.2429 (0.2522) loss_rec_all: 0.2680 (0.2773) loss_rec_sfr: 0.3545 (0.3943) loss_cl: -0.2780 (-0.2784) time: 0.7454 data: 0.0002 max mem: 29860 [00:35:26.046197] Epoch: [14] [2300/2904] eta: 0:07:35 lr: 0.000888 loss: 0.2355 (0.2522) loss_rec_all: 0.2607 (0.2772) loss_rec_sfr: 0.3515 (0.3942) loss_cl: -0.2791 (-0.2784) time: 0.7457 data: 0.0002 max mem: 29860 [00:35:40.962704] Epoch: [14] [2320/2904] eta: 0:07:20 lr: 0.000888 loss: 0.2405 (0.2521) loss_rec_all: 0.2660 (0.2772) loss_rec_sfr: 0.3599 (0.3942) loss_cl: -0.2787 (-0.2784) time: 0.7458 data: 0.0002 max mem: 29860 [00:35:55.873268] Epoch: [14] [2340/2904] eta: 0:07:05 lr: 0.000888 loss: 0.2383 (0.2522) loss_rec_all: 0.2635 (0.2773) loss_rec_sfr: 0.3844 (0.3943) loss_cl: -0.2789 (-0.2784) time: 0.7455 data: 0.0002 max mem: 29860 [00:36:10.787471] Epoch: [14] [2360/2904] eta: 0:06:49 lr: 0.000889 loss: 0.2371 (0.2521) loss_rec_all: 0.2621 (0.2772) loss_rec_sfr: 0.3649 (0.3942) loss_cl: -0.2785 (-0.2784) time: 0.7457 data: 0.0002 max mem: 29860 [00:36:25.701981] Epoch: [14] [2380/2904] eta: 0:06:34 lr: 0.000889 loss: 0.2397 (0.2522) loss_rec_all: 0.2651 (0.2773) loss_rec_sfr: 0.3913 (0.3944) loss_cl: -0.2778 (-0.2784) time: 0.7457 data: 0.0002 max mem: 29860 [00:36:40.610934] Epoch: [14] [2400/2904] eta: 0:06:19 lr: 0.000890 loss: 0.2442 (0.2522) loss_rec_all: 0.2693 (0.2773) loss_rec_sfr: 0.3634 (0.3944) loss_cl: -0.2775 (-0.2784) time: 0.7454 data: 0.0002 max mem: 29860 [00:36:55.529259] Epoch: [14] [2420/2904] eta: 0:06:04 lr: 0.000890 loss: 0.2373 (0.2522) loss_rec_all: 0.2626 (0.2772) loss_rec_sfr: 0.3922 (0.3944) loss_cl: -0.2797 (-0.2784) time: 0.7459 data: 0.0002 max mem: 29860 [00:37:10.443091] Epoch: [14] [2440/2904] eta: 0:05:49 lr: 0.000890 loss: 0.2375 (0.2521) loss_rec_all: 0.2629 (0.2771) loss_rec_sfr: 0.3756 (0.3942) loss_cl: -0.2789 (-0.2784) time: 0.7457 data: 0.0002 max mem: 29860 [00:37:25.355692] Epoch: [14] [2460/2904] eta: 0:05:34 lr: 0.000891 loss: 0.2443 (0.2521) loss_rec_all: 0.2699 (0.2772) loss_rec_sfr: 0.3971 (0.3944) loss_cl: -0.2790 (-0.2784) time: 0.7456 data: 0.0002 max mem: 29860 [00:37:40.276200] Epoch: [14] [2480/2904] eta: 0:05:19 lr: 0.000891 loss: 0.2422 (0.2521) loss_rec_all: 0.2679 (0.2772) loss_rec_sfr: 0.3559 (0.3945) loss_cl: -0.2792 (-0.2784) time: 0.7460 data: 0.0002 max mem: 29860 [00:37:55.193508] Epoch: [14] [2500/2904] eta: 0:05:04 lr: 0.000892 loss: 0.2475 (0.2522) loss_rec_all: 0.2724 (0.2773) loss_rec_sfr: 0.3531 (0.3947) loss_cl: -0.2791 (-0.2784) time: 0.7458 data: 0.0002 max mem: 29860 [00:38:10.114768] Epoch: [14] [2520/2904] eta: 0:04:49 lr: 0.000892 loss: 0.2401 (0.2522) loss_rec_all: 0.2660 (0.2773) loss_rec_sfr: 0.3696 (0.3948) loss_cl: -0.2783 (-0.2784) time: 0.7460 data: 0.0002 max mem: 29860 [00:38:25.030652] Epoch: [14] [2540/2904] eta: 0:04:34 lr: 0.000892 loss: 0.2362 (0.2522) loss_rec_all: 0.2612 (0.2772) loss_rec_sfr: 0.3530 (0.3946) loss_cl: -0.2779 (-0.2784) time: 0.7458 data: 0.0002 max mem: 29860 [00:38:39.948047] Epoch: [14] [2560/2904] eta: 0:04:19 lr: 0.000893 loss: 0.2440 (0.2522) loss_rec_all: 0.2690 (0.2772) loss_rec_sfr: 0.4005 (0.3947) loss_cl: -0.2788 (-0.2784) time: 0.7458 data: 0.0002 max mem: 29860 [00:38:54.861889] Epoch: [14] [2580/2904] eta: 0:04:03 lr: 0.000893 loss: 0.2434 (0.2521) loss_rec_all: 0.2681 (0.2772) loss_rec_sfr: 0.3946 (0.3947) loss_cl: -0.2784 (-0.2784) time: 0.7457 data: 0.0002 max mem: 29860 [00:39:09.780579] Epoch: [14] [2600/2904] eta: 0:03:48 lr: 0.000894 loss: 0.2425 (0.2522) loss_rec_all: 0.2681 (0.2772) loss_rec_sfr: 0.3518 (0.3947) loss_cl: -0.2796 (-0.2784) time: 0.7459 data: 0.0002 max mem: 29860 [00:39:24.698396] Epoch: [14] [2620/2904] eta: 0:03:33 lr: 0.000894 loss: 0.2413 (0.2522) loss_rec_all: 0.2667 (0.2772) loss_rec_sfr: 0.3919 (0.3947) loss_cl: -0.2781 (-0.2784) time: 0.7459 data: 0.0002 max mem: 29860 [00:39:39.616764] Epoch: [14] [2640/2904] eta: 0:03:18 lr: 0.000895 loss: 0.2445 (0.2522) loss_rec_all: 0.2695 (0.2773) loss_rec_sfr: 0.4106 (0.3949) loss_cl: -0.2783 (-0.2784) time: 0.7459 data: 0.0002 max mem: 29860 [00:39:54.533834] Epoch: [14] [2660/2904] eta: 0:03:03 lr: 0.000895 loss: 0.2458 (0.2522) loss_rec_all: 0.2709 (0.2773) loss_rec_sfr: 0.3968 (0.3950) loss_cl: -0.2788 (-0.2784) time: 0.7458 data: 0.0002 max mem: 29860 [00:40:09.448520] Epoch: [14] [2680/2904] eta: 0:02:48 lr: 0.000895 loss: 0.2365 (0.2522) loss_rec_all: 0.2619 (0.2773) loss_rec_sfr: 0.3478 (0.3950) loss_cl: -0.2779 (-0.2784) time: 0.7457 data: 0.0002 max mem: 29860 [00:40:24.366534] Epoch: [14] [2700/2904] eta: 0:02:33 lr: 0.000896 loss: 0.2409 (0.2522) loss_rec_all: 0.2663 (0.2773) loss_rec_sfr: 0.3465 (0.3951) loss_cl: -0.2780 (-0.2784) time: 0.7459 data: 0.0002 max mem: 29860 [00:40:39.284091] Epoch: [14] [2720/2904] eta: 0:02:18 lr: 0.000896 loss: 0.2385 (0.2522) loss_rec_all: 0.2634 (0.2773) loss_rec_sfr: 0.3508 (0.3950) loss_cl: -0.2781 (-0.2784) time: 0.7458 data: 0.0002 max mem: 29860 [00:40:54.198241] Epoch: [14] [2740/2904] eta: 0:02:03 lr: 0.000897 loss: 0.2358 (0.2522) loss_rec_all: 0.2609 (0.2773) loss_rec_sfr: 0.3506 (0.3950) loss_cl: -0.2786 (-0.2784) time: 0.7457 data: 0.0002 max mem: 29860 [00:41:09.112829] Epoch: [14] [2760/2904] eta: 0:01:48 lr: 0.000897 loss: 0.2416 (0.2522) loss_rec_all: 0.2670 (0.2773) loss_rec_sfr: 0.3440 (0.3950) loss_cl: -0.2786 (-0.2784) time: 0.7457 data: 0.0002 max mem: 29860 [00:41:24.026098] Epoch: [14] [2780/2904] eta: 0:01:33 lr: 0.000897 loss: 0.2352 (0.2522) loss_rec_all: 0.2603 (0.2773) loss_rec_sfr: 0.3843 (0.3950) loss_cl: -0.2783 (-0.2784) time: 0.7456 data: 0.0002 max mem: 29860 [00:41:38.937147] Epoch: [14] [2800/2904] eta: 0:01:18 lr: 0.000898 loss: 0.2367 (0.2521) loss_rec_all: 0.2617 (0.2772) loss_rec_sfr: 0.3984 (0.3950) loss_cl: -0.2780 (-0.2784) time: 0.7455 data: 0.0002 max mem: 29860 [00:41:53.863435] Epoch: [14] [2820/2904] eta: 0:01:03 lr: 0.000898 loss: 0.2447 (0.2522) loss_rec_all: 0.2703 (0.2773) loss_rec_sfr: 0.4216 (0.3954) loss_cl: -0.2778 (-0.2784) time: 0.7463 data: 0.0002 max mem: 29860 [00:42:08.811085] Epoch: [14] [2840/2904] eta: 0:00:48 lr: 0.000899 loss: 0.2571 (0.2523) loss_rec_all: 0.2825 (0.2774) loss_rec_sfr: 0.4135 (0.3957) loss_cl: -0.2791 (-0.2784) time: 0.7473 data: 0.0023 max mem: 29860 [00:42:23.719397] Epoch: [14] [2860/2904] eta: 0:00:33 lr: 0.000899 loss: 0.2384 (0.2523) loss_rec_all: 0.2634 (0.2774) loss_rec_sfr: 0.3888 (0.3956) loss_cl: -0.2787 (-0.2784) time: 0.7454 data: 0.0001 max mem: 29860 [00:42:38.631376] Epoch: [14] [2880/2904] eta: 0:00:18 lr: 0.000900 loss: 0.2365 (0.2523) loss_rec_all: 0.2621 (0.2773) loss_rec_sfr: 0.3537 (0.3956) loss_cl: -0.2784 (-0.2784) time: 0.7456 data: 0.0001 max mem: 29860 [00:42:53.533291] Epoch: [14] [2900/2904] eta: 0:00:03 lr: 0.000900 loss: 0.2376 (0.2522) loss_rec_all: 0.2630 (0.2773) loss_rec_sfr: 0.3458 (0.3954) loss_cl: -0.2782 (-0.2784) time: 0.7451 data: 0.0001 max mem: 29860 [00:42:55.775234] Epoch: [14] [2903/2904] eta: 0:00:00 lr: 0.000900 loss: 0.2376 (0.2522) loss_rec_all: 0.2630 (0.2773) loss_rec_sfr: 0.3532 (0.3955) loss_cl: -0.2782 (-0.2784) time: 0.7450 data: 0.0001 max mem: 29860 [00:42:57.899786] Epoch: [14] Total time: 0:36:26 (0.7529 s / it) [00:42:57.900728] Averaged stats: lr: 0.000900 loss: 0.2376 (0.2542) loss_rec_all: 0.2630 (0.2769) loss_rec_sfr: 0.3532 (0.3944) loss_cl: -0.2782 (-0.2550) [00:42:57.905401] log_dir: ./checkpoint/VF2_ViT-B [00:43:15.883133] Epoch: [15] [ 0/2904] eta: 14:30:03 lr: 0.000900 loss: 0.2362 (0.2362) loss_rec_all: 0.2614 (0.2614) loss_rec_sfr: 0.3433 (0.3433) loss_cl: -0.2759 (-0.2759) time: 17.9765 data: 9.4421 max mem: 29860 [00:43:32.596049] Epoch: [15] [ 20/2904] eta: 1:19:23 lr: 0.000900 loss: 0.2416 (0.2518) loss_rec_all: 0.2664 (0.2766) loss_rec_sfr: 0.4041 (0.4117) loss_cl: -0.2775 (-0.2774) time: 0.8356 data: 0.0911 max mem: 29860 [00:43:47.487467] Epoch: [15] [ 40/2904] eta: 0:57:43 lr: 0.000901 loss: 0.2391 (0.2496) loss_rec_all: 0.2641 (0.2745) loss_rec_sfr: 0.3972 (0.4037) loss_cl: -0.2778 (-0.2775) time: 0.7445 data: 0.0002 max mem: 29860 [00:44:02.385906] Epoch: [15] [ 60/2904] eta: 0:50:06 lr: 0.000901 loss: 0.2384 (0.2519) loss_rec_all: 0.2634 (0.2768) loss_rec_sfr: 0.4019 (0.4098) loss_cl: -0.2789 (-0.2780) time: 0.7449 data: 0.0002 max mem: 29860 [00:44:17.307269] Epoch: [15] [ 80/2904] eta: 0:46:08 lr: 0.000902 loss: 0.2342 (0.2503) loss_rec_all: 0.2594 (0.2753) loss_rec_sfr: 0.3337 (0.4005) loss_cl: -0.2781 (-0.2780) time: 0.7460 data: 0.0002 max mem: 29860 [00:44:32.239355] Epoch: [15] [ 100/2904] eta: 0:43:38 lr: 0.000902 loss: 0.2410 (0.2513) loss_rec_all: 0.2664 (0.2763) loss_rec_sfr: 0.3949 (0.4022) loss_cl: -0.2790 (-0.2782) time: 0.7466 data: 0.0002 max mem: 29860 [00:44:47.164441] Epoch: [15] [ 120/2904] eta: 0:41:53 lr: 0.000902 loss: 0.2374 (0.2496) loss_rec_all: 0.2625 (0.2747) loss_rec_sfr: 0.3430 (0.3968) loss_cl: -0.2787 (-0.2783) time: 0.7462 data: 0.0002 max mem: 29860 [00:45:02.086522] Epoch: [15] [ 140/2904] eta: 0:40:34 lr: 0.000903 loss: 0.2410 (0.2504) loss_rec_all: 0.2664 (0.2755) loss_rec_sfr: 0.3456 (0.3975) loss_cl: -0.2789 (-0.2784) time: 0.7461 data: 0.0002 max mem: 29860 [00:45:17.004432] Epoch: [15] [ 160/2904] eta: 0:39:30 lr: 0.000903 loss: 0.2451 (0.2515) loss_rec_all: 0.2699 (0.2765) loss_rec_sfr: 0.3453 (0.3990) loss_cl: -0.2789 (-0.2784) time: 0.7459 data: 0.0002 max mem: 29860 [00:45:31.969041] Epoch: [15] [ 180/2904] eta: 0:38:38 lr: 0.000904 loss: 0.2415 (0.2515) loss_rec_all: 0.2663 (0.2765) loss_rec_sfr: 0.4090 (0.3998) loss_cl: -0.2786 (-0.2784) time: 0.7482 data: 0.0002 max mem: 29860 [00:45:46.891859] Epoch: [15] [ 200/2904] eta: 0:37:53 lr: 0.000904 loss: 0.2388 (0.2520) loss_rec_all: 0.2643 (0.2770) loss_rec_sfr: 0.4018 (0.4014) loss_cl: -0.2783 (-0.2784) time: 0.7461 data: 0.0002 max mem: 29860 [00:46:01.841146] Epoch: [15] [ 220/2904] eta: 0:37:13 lr: 0.000905 loss: 0.2349 (0.2519) loss_rec_all: 0.2603 (0.2770) loss_rec_sfr: 0.3805 (0.4019) loss_cl: -0.2782 (-0.2784) time: 0.7474 data: 0.0002 max mem: 29860 [00:46:16.758089] Epoch: [15] [ 240/2904] eta: 0:36:37 lr: 0.000905 loss: 0.2413 (0.2517) loss_rec_all: 0.2662 (0.2767) loss_rec_sfr: 0.3458 (0.4005) loss_cl: -0.2788 (-0.2784) time: 0.7458 data: 0.0002 max mem: 29860 [00:46:31.675516] Epoch: [15] [ 260/2904] eta: 0:36:05 lr: 0.000905 loss: 0.2414 (0.2520) loss_rec_all: 0.2664 (0.2770) loss_rec_sfr: 0.4043 (0.4018) loss_cl: -0.2790 (-0.2784) time: 0.7458 data: 0.0002 max mem: 29860 [00:46:46.598134] Epoch: [15] [ 280/2904] eta: 0:35:35 lr: 0.000906 loss: 0.2348 (0.2509) loss_rec_all: 0.2602 (0.2760) loss_rec_sfr: 0.3886 (0.3996) loss_cl: -0.2796 (-0.2785) time: 0.7461 data: 0.0002 max mem: 29860 [00:47:01.515895] Epoch: [15] [ 300/2904] eta: 0:35:07 lr: 0.000906 loss: 0.2350 (0.2508) loss_rec_all: 0.2605 (0.2759) loss_rec_sfr: 0.3920 (0.3996) loss_cl: -0.2772 (-0.2784) time: 0.7458 data: 0.0002 max mem: 29860 [00:47:16.436855] Epoch: [15] [ 320/2904] eta: 0:34:41 lr: 0.000907 loss: 0.2324 (0.2503) loss_rec_all: 0.2579 (0.2754) loss_rec_sfr: 0.3477 (0.3984) loss_cl: -0.2784 (-0.2784) time: 0.7460 data: 0.0002 max mem: 29860 [00:47:31.358017] Epoch: [15] [ 340/2904] eta: 0:34:15 lr: 0.000907 loss: 0.2394 (0.2503) loss_rec_all: 0.2650 (0.2753) loss_rec_sfr: 0.3933 (0.3984) loss_cl: -0.2787 (-0.2784) time: 0.7460 data: 0.0002 max mem: 29860 [00:47:46.281706] Epoch: [15] [ 360/2904] eta: 0:33:52 lr: 0.000907 loss: 0.2363 (0.2496) loss_rec_all: 0.2614 (0.2747) loss_rec_sfr: 0.3488 (0.3964) loss_cl: -0.2798 (-0.2785) time: 0.7461 data: 0.0002 max mem: 29860 [00:48:01.203273] Epoch: [15] [ 380/2904] eta: 0:33:29 lr: 0.000908 loss: 0.2396 (0.2496) loss_rec_all: 0.2645 (0.2747) loss_rec_sfr: 0.4002 (0.3963) loss_cl: -0.2782 (-0.2784) time: 0.7460 data: 0.0002 max mem: 29860 [00:48:16.128518] Epoch: [15] [ 400/2904] eta: 0:33:06 lr: 0.000908 loss: 0.2366 (0.2494) loss_rec_all: 0.2622 (0.2745) loss_rec_sfr: 0.3394 (0.3955) loss_cl: -0.2773 (-0.2784) time: 0.7462 data: 0.0002 max mem: 29860 [00:48:31.053670] Epoch: [15] [ 420/2904] eta: 0:32:45 lr: 0.000909 loss: 0.2394 (0.2497) loss_rec_all: 0.2650 (0.2748) loss_rec_sfr: 0.3552 (0.3956) loss_cl: -0.2784 (-0.2784) time: 0.7462 data: 0.0002 max mem: 29860 [00:48:45.976049] Epoch: [15] [ 440/2904] eta: 0:32:24 lr: 0.000909 loss: 0.2343 (0.2493) loss_rec_all: 0.2595 (0.2744) loss_rec_sfr: 0.3854 (0.3948) loss_cl: -0.2794 (-0.2784) time: 0.7461 data: 0.0002 max mem: 29860 [00:49:00.893610] Epoch: [15] [ 460/2904] eta: 0:32:04 lr: 0.000910 loss: 0.2358 (0.2491) loss_rec_all: 0.2608 (0.2741) loss_rec_sfr: 0.3530 (0.3944) loss_cl: -0.2794 (-0.2784) time: 0.7458 data: 0.0002 max mem: 29860 [00:49:15.809547] Epoch: [15] [ 480/2904] eta: 0:31:44 lr: 0.000910 loss: 0.2420 (0.2492) loss_rec_all: 0.2676 (0.2743) loss_rec_sfr: 0.3506 (0.3945) loss_cl: -0.2784 (-0.2784) time: 0.7458 data: 0.0002 max mem: 29860 [00:49:30.728869] Epoch: [15] [ 500/2904] eta: 0:31:24 lr: 0.000910 loss: 0.2490 (0.2499) loss_rec_all: 0.2739 (0.2750) loss_rec_sfr: 0.4021 (0.3962) loss_cl: -0.2780 (-0.2784) time: 0.7459 data: 0.0002 max mem: 29860 [00:49:45.643959] Epoch: [15] [ 520/2904] eta: 0:31:05 lr: 0.000911 loss: 0.2382 (0.2497) loss_rec_all: 0.2637 (0.2748) loss_rec_sfr: 0.3595 (0.3958) loss_cl: -0.2790 (-0.2784) time: 0.7457 data: 0.0002 max mem: 29860 [00:50:00.566840] Epoch: [15] [ 540/2904] eta: 0:30:46 lr: 0.000911 loss: 0.2436 (0.2499) loss_rec_all: 0.2684 (0.2750) loss_rec_sfr: 0.4085 (0.3966) loss_cl: -0.2785 (-0.2784) time: 0.7461 data: 0.0002 max mem: 29860 [00:50:15.493858] Epoch: [15] [ 560/2904] eta: 0:30:28 lr: 0.000912 loss: 0.2448 (0.2505) loss_rec_all: 0.2703 (0.2755) loss_rec_sfr: 0.3939 (0.3978) loss_cl: -0.2788 (-0.2784) time: 0.7463 data: 0.0002 max mem: 29860 [00:50:30.420130] Epoch: [15] [ 580/2904] eta: 0:30:09 lr: 0.000912 loss: 0.2400 (0.2505) loss_rec_all: 0.2657 (0.2756) loss_rec_sfr: 0.3515 (0.3976) loss_cl: -0.2789 (-0.2784) time: 0.7463 data: 0.0002 max mem: 29860 [00:50:45.344342] Epoch: [15] [ 600/2904] eta: 0:29:51 lr: 0.000912 loss: 0.2360 (0.2503) loss_rec_all: 0.2617 (0.2754) loss_rec_sfr: 0.3492 (0.3972) loss_cl: -0.2787 (-0.2784) time: 0.7462 data: 0.0002 max mem: 29860 [00:51:00.270039] Epoch: [15] [ 620/2904] eta: 0:29:34 lr: 0.000913 loss: 0.2363 (0.2501) loss_rec_all: 0.2617 (0.2752) loss_rec_sfr: 0.3448 (0.3964) loss_cl: -0.2781 (-0.2784) time: 0.7462 data: 0.0002 max mem: 29860 [00:51:15.189673] Epoch: [15] [ 640/2904] eta: 0:29:16 lr: 0.000913 loss: 0.2393 (0.2501) loss_rec_all: 0.2644 (0.2752) loss_rec_sfr: 0.3956 (0.3968) loss_cl: -0.2790 (-0.2784) time: 0.7459 data: 0.0002 max mem: 29860 [00:51:30.114296] Epoch: [15] [ 660/2904] eta: 0:28:58 lr: 0.000914 loss: 0.2345 (0.2499) loss_rec_all: 0.2597 (0.2750) loss_rec_sfr: 0.3556 (0.3962) loss_cl: -0.2788 (-0.2784) time: 0.7462 data: 0.0002 max mem: 29860 [00:51:45.045968] Epoch: [15] [ 680/2904] eta: 0:28:41 lr: 0.000914 loss: 0.2368 (0.2499) loss_rec_all: 0.2619 (0.2749) loss_rec_sfr: 0.3432 (0.3957) loss_cl: -0.2776 (-0.2784) time: 0.7465 data: 0.0002 max mem: 29860 [00:51:59.971394] Epoch: [15] [ 700/2904] eta: 0:28:24 lr: 0.000914 loss: 0.2346 (0.2495) loss_rec_all: 0.2601 (0.2746) loss_rec_sfr: 0.3494 (0.3950) loss_cl: -0.2796 (-0.2784) time: 0.7462 data: 0.0002 max mem: 29860 [00:52:14.893611] Epoch: [15] [ 720/2904] eta: 0:28:07 lr: 0.000915 loss: 0.2388 (0.2494) loss_rec_all: 0.2639 (0.2745) loss_rec_sfr: 0.3829 (0.3951) loss_cl: -0.2792 (-0.2785) time: 0.7461 data: 0.0002 max mem: 29860 [00:52:29.812022] Epoch: [15] [ 740/2904] eta: 0:27:50 lr: 0.000915 loss: 0.2388 (0.2495) loss_rec_all: 0.2644 (0.2746) loss_rec_sfr: 0.3950 (0.3952) loss_cl: -0.2785 (-0.2785) time: 0.7459 data: 0.0002 max mem: 29860 [00:52:44.729345] Epoch: [15] [ 760/2904] eta: 0:27:33 lr: 0.000916 loss: 0.2419 (0.2495) loss_rec_all: 0.2671 (0.2746) loss_rec_sfr: 0.3424 (0.3947) loss_cl: -0.2780 (-0.2784) time: 0.7458 data: 0.0002 max mem: 29860 [00:52:59.649273] Epoch: [15] [ 780/2904] eta: 0:27:16 lr: 0.000916 loss: 0.2394 (0.2496) loss_rec_all: 0.2645 (0.2747) loss_rec_sfr: 0.3907 (0.3951) loss_cl: -0.2781 (-0.2784) time: 0.7460 data: 0.0002 max mem: 29860 [00:53:14.565900] Epoch: [15] [ 800/2904] eta: 0:26:59 lr: 0.000917 loss: 0.2434 (0.2499) loss_rec_all: 0.2683 (0.2750) loss_rec_sfr: 0.3935 (0.3960) loss_cl: -0.2787 (-0.2784) time: 0.7458 data: 0.0002 max mem: 29860 [00:53:29.486019] Epoch: [15] [ 820/2904] eta: 0:26:43 lr: 0.000917 loss: 0.2386 (0.2498) loss_rec_all: 0.2636 (0.2749) loss_rec_sfr: 0.3895 (0.3958) loss_cl: -0.2791 (-0.2784) time: 0.7460 data: 0.0002 max mem: 29860 [00:53:44.408704] Epoch: [15] [ 840/2904] eta: 0:26:26 lr: 0.000917 loss: 0.2392 (0.2499) loss_rec_all: 0.2645 (0.2749) loss_rec_sfr: 0.3967 (0.3960) loss_cl: -0.2787 (-0.2784) time: 0.7461 data: 0.0002 max mem: 29860 [00:53:59.328944] Epoch: [15] [ 860/2904] eta: 0:26:10 lr: 0.000918 loss: 0.2379 (0.2498) loss_rec_all: 0.2627 (0.2749) loss_rec_sfr: 0.3582 (0.3960) loss_cl: -0.2784 (-0.2784) time: 0.7460 data: 0.0002 max mem: 29860 [00:54:14.243021] Epoch: [15] [ 880/2904] eta: 0:25:53 lr: 0.000918 loss: 0.2393 (0.2498) loss_rec_all: 0.2646 (0.2749) loss_rec_sfr: 0.3415 (0.3956) loss_cl: -0.2788 (-0.2784) time: 0.7457 data: 0.0002 max mem: 29860 [00:54:29.163070] Epoch: [15] [ 900/2904] eta: 0:25:37 lr: 0.000919 loss: 0.2359 (0.2497) loss_rec_all: 0.2609 (0.2748) loss_rec_sfr: 0.3852 (0.3955) loss_cl: -0.2790 (-0.2784) time: 0.7460 data: 0.0002 max mem: 29860 [00:54:44.079291] Epoch: [15] [ 920/2904] eta: 0:25:21 lr: 0.000919 loss: 0.2367 (0.2498) loss_rec_all: 0.2626 (0.2749) loss_rec_sfr: 0.3662 (0.3955) loss_cl: -0.2781 (-0.2784) time: 0.7458 data: 0.0002 max mem: 29860 [00:54:58.991814] Epoch: [15] [ 940/2904] eta: 0:25:04 lr: 0.000919 loss: 0.2349 (0.2497) loss_rec_all: 0.2597 (0.2748) loss_rec_sfr: 0.3775 (0.3955) loss_cl: -0.2776 (-0.2784) time: 0.7456 data: 0.0002 max mem: 29860 [00:55:13.921633] Epoch: [15] [ 960/2904] eta: 0:24:48 lr: 0.000920 loss: 0.2352 (0.2496) loss_rec_all: 0.2610 (0.2746) loss_rec_sfr: 0.3388 (0.3950) loss_cl: -0.2794 (-0.2784) time: 0.7465 data: 0.0002 max mem: 29860 [00:55:28.849556] Epoch: [15] [ 980/2904] eta: 0:24:32 lr: 0.000920 loss: 0.2443 (0.2497) loss_rec_all: 0.2699 (0.2748) loss_rec_sfr: 0.3443 (0.3951) loss_cl: -0.2787 (-0.2784) time: 0.7464 data: 0.0002 max mem: 29860 [00:55:43.778019] Epoch: [15] [1000/2904] eta: 0:24:16 lr: 0.000921 loss: 0.2404 (0.2497) loss_rec_all: 0.2660 (0.2748) loss_rec_sfr: 0.4048 (0.3952) loss_cl: -0.2794 (-0.2784) time: 0.7463 data: 0.0002 max mem: 29860 [00:55:58.708397] Epoch: [15] [1020/2904] eta: 0:24:00 lr: 0.000921 loss: 0.2376 (0.2499) loss_rec_all: 0.2627 (0.2749) loss_rec_sfr: 0.3911 (0.3956) loss_cl: -0.2784 (-0.2784) time: 0.7465 data: 0.0002 max mem: 29860 [00:56:13.636078] Epoch: [15] [1040/2904] eta: 0:23:44 lr: 0.000921 loss: 0.2366 (0.2499) loss_rec_all: 0.2621 (0.2749) loss_rec_sfr: 0.3505 (0.3954) loss_cl: -0.2785 (-0.2784) time: 0.7463 data: 0.0002 max mem: 29860 [00:56:28.565314] Epoch: [15] [1060/2904] eta: 0:23:28 lr: 0.000922 loss: 0.2408 (0.2498) loss_rec_all: 0.2660 (0.2749) loss_rec_sfr: 0.3538 (0.3952) loss_cl: -0.2776 (-0.2784) time: 0.7464 data: 0.0002 max mem: 29860 [00:56:43.493882] Epoch: [15] [1080/2904] eta: 0:23:12 lr: 0.000922 loss: 0.2370 (0.2499) loss_rec_all: 0.2619 (0.2750) loss_rec_sfr: 0.3977 (0.3956) loss_cl: -0.2789 (-0.2784) time: 0.7464 data: 0.0002 max mem: 29860 [00:56:58.419629] Epoch: [15] [1100/2904] eta: 0:22:57 lr: 0.000923 loss: 0.2387 (0.2498) loss_rec_all: 0.2639 (0.2748) loss_rec_sfr: 0.3478 (0.3952) loss_cl: -0.2784 (-0.2784) time: 0.7462 data: 0.0002 max mem: 29860 [00:57:13.345850] Epoch: [15] [1120/2904] eta: 0:22:41 lr: 0.000923 loss: 0.2395 (0.2497) loss_rec_all: 0.2643 (0.2747) loss_rec_sfr: 0.3606 (0.3948) loss_cl: -0.2779 (-0.2784) time: 0.7463 data: 0.0002 max mem: 29860 [00:57:28.265069] Epoch: [15] [1140/2904] eta: 0:22:25 lr: 0.000924 loss: 0.2370 (0.2496) loss_rec_all: 0.2623 (0.2747) loss_rec_sfr: 0.3474 (0.3945) loss_cl: -0.2790 (-0.2784) time: 0.7459 data: 0.0002 max mem: 29860 [00:57:43.190720] Epoch: [15] [1160/2904] eta: 0:22:09 lr: 0.000924 loss: 0.2397 (0.2495) loss_rec_all: 0.2648 (0.2746) loss_rec_sfr: 0.3390 (0.3942) loss_cl: -0.2783 (-0.2784) time: 0.7462 data: 0.0002 max mem: 29860 [00:57:58.107988] Epoch: [15] [1180/2904] eta: 0:21:54 lr: 0.000924 loss: 0.2381 (0.2496) loss_rec_all: 0.2632 (0.2747) loss_rec_sfr: 0.3826 (0.3943) loss_cl: -0.2784 (-0.2784) time: 0.7458 data: 0.0002 max mem: 29860 [00:58:13.031450] Epoch: [15] [1200/2904] eta: 0:21:38 lr: 0.000925 loss: 0.2358 (0.2496) loss_rec_all: 0.2608 (0.2747) loss_rec_sfr: 0.3945 (0.3944) loss_cl: -0.2785 (-0.2784) time: 0.7461 data: 0.0002 max mem: 29860 [00:58:27.952085] Epoch: [15] [1220/2904] eta: 0:21:22 lr: 0.000925 loss: 0.2417 (0.2497) loss_rec_all: 0.2668 (0.2748) loss_rec_sfr: 0.3977 (0.3948) loss_cl: -0.2787 (-0.2784) time: 0.7460 data: 0.0002 max mem: 29860 [00:58:42.870114] Epoch: [15] [1240/2904] eta: 0:21:06 lr: 0.000926 loss: 0.2334 (0.2496) loss_rec_all: 0.2588 (0.2747) loss_rec_sfr: 0.3939 (0.3948) loss_cl: -0.2781 (-0.2784) time: 0.7459 data: 0.0002 max mem: 29860 [00:58:57.788686] Epoch: [15] [1260/2904] eta: 0:20:51 lr: 0.000926 loss: 0.2410 (0.2497) loss_rec_all: 0.2660 (0.2748) loss_rec_sfr: 0.4117 (0.3952) loss_cl: -0.2788 (-0.2784) time: 0.7459 data: 0.0002 max mem: 29860 [00:59:12.706388] Epoch: [15] [1280/2904] eta: 0:20:35 lr: 0.000926 loss: 0.2382 (0.2497) loss_rec_all: 0.2638 (0.2748) loss_rec_sfr: 0.3399 (0.3953) loss_cl: -0.2788 (-0.2784) time: 0.7458 data: 0.0002 max mem: 29860 [00:59:27.623679] Epoch: [15] [1300/2904] eta: 0:20:20 lr: 0.000927 loss: 0.2389 (0.2497) loss_rec_all: 0.2639 (0.2748) loss_rec_sfr: 0.3929 (0.3956) loss_cl: -0.2776 (-0.2784) time: 0.7458 data: 0.0002 max mem: 29860 [00:59:42.543471] Epoch: [15] [1320/2904] eta: 0:20:04 lr: 0.000927 loss: 0.2379 (0.2497) loss_rec_all: 0.2635 (0.2748) loss_rec_sfr: 0.3892 (0.3956) loss_cl: -0.2784 (-0.2784) time: 0.7459 data: 0.0002 max mem: 29860 [00:59:57.473663] Epoch: [15] [1340/2904] eta: 0:19:49 lr: 0.000928 loss: 0.2374 (0.2496) loss_rec_all: 0.2622 (0.2747) loss_rec_sfr: 0.3789 (0.3955) loss_cl: -0.2780 (-0.2784) time: 0.7465 data: 0.0002 max mem: 29860 [01:00:12.399607] Epoch: [15] [1360/2904] eta: 0:19:33 lr: 0.000928 loss: 0.2352 (0.2495) loss_rec_all: 0.2604 (0.2746) loss_rec_sfr: 0.3924 (0.3954) loss_cl: -0.2788 (-0.2784) time: 0.7463 data: 0.0002 max mem: 29860 [01:00:27.330026] Epoch: [15] [1380/2904] eta: 0:19:18 lr: 0.000929 loss: 0.2428 (0.2497) loss_rec_all: 0.2683 (0.2748) loss_rec_sfr: 0.4027 (0.3959) loss_cl: -0.2782 (-0.2784) time: 0.7465 data: 0.0002 max mem: 29860 [01:00:42.265305] Epoch: [15] [1400/2904] eta: 0:19:02 lr: 0.000929 loss: 0.2411 (0.2498) loss_rec_all: 0.2665 (0.2749) loss_rec_sfr: 0.3491 (0.3959) loss_cl: -0.2781 (-0.2784) time: 0.7467 data: 0.0002 max mem: 29860 [01:00:57.195868] Epoch: [15] [1420/2904] eta: 0:18:47 lr: 0.000929 loss: 0.2383 (0.2498) loss_rec_all: 0.2633 (0.2749) loss_rec_sfr: 0.3983 (0.3961) loss_cl: -0.2783 (-0.2784) time: 0.7465 data: 0.0002 max mem: 29860 [01:01:12.121359] Epoch: [15] [1440/2904] eta: 0:18:31 lr: 0.000930 loss: 0.2372 (0.2498) loss_rec_all: 0.2625 (0.2749) loss_rec_sfr: 0.3861 (0.3962) loss_cl: -0.2791 (-0.2784) time: 0.7462 data: 0.0002 max mem: 29860 [01:01:27.049964] Epoch: [15] [1460/2904] eta: 0:18:16 lr: 0.000930 loss: 0.2354 (0.2499) loss_rec_all: 0.2603 (0.2749) loss_rec_sfr: 0.3788 (0.3962) loss_cl: -0.2781 (-0.2784) time: 0.7464 data: 0.0002 max mem: 29860 [01:01:41.979330] Epoch: [15] [1480/2904] eta: 0:18:00 lr: 0.000931 loss: 0.2418 (0.2498) loss_rec_all: 0.2668 (0.2749) loss_rec_sfr: 0.3502 (0.3958) loss_cl: -0.2792 (-0.2784) time: 0.7464 data: 0.0002 max mem: 29860 [01:01:56.923697] Epoch: [15] [1500/2904] eta: 0:17:45 lr: 0.000931 loss: 0.2373 (0.2497) loss_rec_all: 0.2627 (0.2747) loss_rec_sfr: 0.3400 (0.3953) loss_cl: -0.2784 (-0.2784) time: 0.7472 data: 0.0002 max mem: 29860 [01:02:11.852291] Epoch: [15] [1520/2904] eta: 0:17:29 lr: 0.000931 loss: 0.2408 (0.2497) loss_rec_all: 0.2664 (0.2747) loss_rec_sfr: 0.3429 (0.3952) loss_cl: -0.2783 (-0.2784) time: 0.7464 data: 0.0002 max mem: 29860 [01:02:26.783578] Epoch: [15] [1540/2904] eta: 0:17:14 lr: 0.000932 loss: 0.2401 (0.2497) loss_rec_all: 0.2652 (0.2748) loss_rec_sfr: 0.3559 (0.3951) loss_cl: -0.2789 (-0.2784) time: 0.7465 data: 0.0002 max mem: 29860 [01:02:41.708122] Epoch: [15] [1560/2904] eta: 0:16:59 lr: 0.000932 loss: 0.2370 (0.2497) loss_rec_all: 0.2628 (0.2748) loss_rec_sfr: 0.3917 (0.3951) loss_cl: -0.2785 (-0.2784) time: 0.7462 data: 0.0002 max mem: 29860 [01:02:56.637084] Epoch: [15] [1580/2904] eta: 0:16:43 lr: 0.000933 loss: 0.2396 (0.2497) loss_rec_all: 0.2650 (0.2748) loss_rec_sfr: 0.3967 (0.3953) loss_cl: -0.2788 (-0.2784) time: 0.7464 data: 0.0002 max mem: 29860 [01:03:11.572831] Epoch: [15] [1600/2904] eta: 0:16:28 lr: 0.000933 loss: 0.2384 (0.2497) loss_rec_all: 0.2640 (0.2748) loss_rec_sfr: 0.3959 (0.3953) loss_cl: -0.2787 (-0.2784) time: 0.7467 data: 0.0002 max mem: 29860 [01:03:26.500187] Epoch: [15] [1620/2904] eta: 0:16:13 lr: 0.000933 loss: 0.2332 (0.2497) loss_rec_all: 0.2585 (0.2748) loss_rec_sfr: 0.3872 (0.3953) loss_cl: -0.2779 (-0.2784) time: 0.7463 data: 0.0002 max mem: 29860 [01:03:41.422254] Epoch: [15] [1640/2904] eta: 0:15:57 lr: 0.000934 loss: 0.2358 (0.2496) loss_rec_all: 0.2611 (0.2747) loss_rec_sfr: 0.3406 (0.3951) loss_cl: -0.2778 (-0.2784) time: 0.7461 data: 0.0002 max mem: 29860 [01:03:56.342475] Epoch: [15] [1660/2904] eta: 0:15:42 lr: 0.000934 loss: 0.2356 (0.2495) loss_rec_all: 0.2613 (0.2746) loss_rec_sfr: 0.3393 (0.3947) loss_cl: -0.2788 (-0.2784) time: 0.7460 data: 0.0002 max mem: 29860 [01:04:11.263563] Epoch: [15] [1680/2904] eta: 0:15:27 lr: 0.000935 loss: 0.2375 (0.2494) loss_rec_all: 0.2626 (0.2745) loss_rec_sfr: 0.3979 (0.3947) loss_cl: -0.2790 (-0.2784) time: 0.7460 data: 0.0003 max mem: 29860 [01:04:26.185413] Epoch: [15] [1700/2904] eta: 0:15:11 lr: 0.000935 loss: 0.2381 (0.2494) loss_rec_all: 0.2628 (0.2745) loss_rec_sfr: 0.3810 (0.3947) loss_cl: -0.2787 (-0.2784) time: 0.7461 data: 0.0002 max mem: 29860 [01:04:41.111064] Epoch: [15] [1720/2904] eta: 0:14:56 lr: 0.000936 loss: 0.2356 (0.2493) loss_rec_all: 0.2610 (0.2744) loss_rec_sfr: 0.3927 (0.3946) loss_cl: -0.2782 (-0.2784) time: 0.7462 data: 0.0002 max mem: 29860 [01:04:56.034439] Epoch: [15] [1740/2904] eta: 0:14:41 lr: 0.000936 loss: 0.2427 (0.2494) loss_rec_all: 0.2678 (0.2744) loss_rec_sfr: 0.3512 (0.3946) loss_cl: -0.2783 (-0.2784) time: 0.7461 data: 0.0002 max mem: 29860 [01:05:10.955448] Epoch: [15] [1760/2904] eta: 0:14:25 lr: 0.000936 loss: 0.2320 (0.2493) loss_rec_all: 0.2573 (0.2744) loss_rec_sfr: 0.3359 (0.3944) loss_cl: -0.2795 (-0.2784) time: 0.7460 data: 0.0002 max mem: 29860 [01:05:25.883162] Epoch: [15] [1780/2904] eta: 0:14:10 lr: 0.000937 loss: 0.2331 (0.2491) loss_rec_all: 0.2583 (0.2742) loss_rec_sfr: 0.3374 (0.3939) loss_cl: -0.2783 (-0.2784) time: 0.7463 data: 0.0002 max mem: 29860 [01:05:40.812482] Epoch: [15] [1800/2904] eta: 0:13:55 lr: 0.000937 loss: 0.2385 (0.2491) loss_rec_all: 0.2640 (0.2742) loss_rec_sfr: 0.3341 (0.3938) loss_cl: -0.2785 (-0.2784) time: 0.7464 data: 0.0002 max mem: 29860 [01:05:55.745981] Epoch: [15] [1820/2904] eta: 0:13:40 lr: 0.000938 loss: 0.2405 (0.2491) loss_rec_all: 0.2655 (0.2742) loss_rec_sfr: 0.3872 (0.3938) loss_cl: -0.2784 (-0.2784) time: 0.7466 data: 0.0002 max mem: 29860 [01:06:10.678344] Epoch: [15] [1840/2904] eta: 0:13:24 lr: 0.000938 loss: 0.2366 (0.2491) loss_rec_all: 0.2624 (0.2742) loss_rec_sfr: 0.3381 (0.3935) loss_cl: -0.2791 (-0.2784) time: 0.7466 data: 0.0002 max mem: 29860 [01:06:25.612644] Epoch: [15] [1860/2904] eta: 0:13:09 lr: 0.000938 loss: 0.2423 (0.2490) loss_rec_all: 0.2677 (0.2741) loss_rec_sfr: 0.3441 (0.3932) loss_cl: -0.2787 (-0.2784) time: 0.7467 data: 0.0002 max mem: 29860 [01:06:40.582765] Epoch: [15] [1880/2904] eta: 0:12:54 lr: 0.000939 loss: 0.2392 (0.2491) loss_rec_all: 0.2641 (0.2742) loss_rec_sfr: 0.3864 (0.3934) loss_cl: -0.2783 (-0.2784) time: 0.7485 data: 0.0002 max mem: 29860 [01:06:55.571753] Epoch: [15] [1900/2904] eta: 0:12:39 lr: 0.000939 loss: 0.2366 (0.2490) loss_rec_all: 0.2615 (0.2741) loss_rec_sfr: 0.3448 (0.3932) loss_cl: -0.2780 (-0.2784) time: 0.7494 data: 0.0004 max mem: 29860 [01:07:10.546416] Epoch: [15] [1920/2904] eta: 0:12:24 lr: 0.000940 loss: 0.2376 (0.2490) loss_rec_all: 0.2630 (0.2741) loss_rec_sfr: 0.3931 (0.3933) loss_cl: -0.2777 (-0.2784) time: 0.7487 data: 0.0002 max mem: 29860 [01:07:25.498333] Epoch: [15] [1940/2904] eta: 0:12:08 lr: 0.000940 loss: 0.2350 (0.2491) loss_rec_all: 0.2607 (0.2741) loss_rec_sfr: 0.3856 (0.3934) loss_cl: -0.2794 (-0.2784) time: 0.7475 data: 0.0002 max mem: 29860 [01:07:40.466121] Epoch: [15] [1960/2904] eta: 0:11:53 lr: 0.000940 loss: 0.2430 (0.2491) loss_rec_all: 0.2676 (0.2742) loss_rec_sfr: 0.3898 (0.3935) loss_cl: -0.2788 (-0.2784) time: 0.7483 data: 0.0002 max mem: 29860 [01:07:55.425935] Epoch: [15] [1980/2904] eta: 0:11:38 lr: 0.000941 loss: 0.2376 (0.2491) loss_rec_all: 0.2632 (0.2742) loss_rec_sfr: 0.3489 (0.3934) loss_cl: -0.2793 (-0.2784) time: 0.7479 data: 0.0002 max mem: 29860 [01:08:10.384038] Epoch: [15] [2000/2904] eta: 0:11:23 lr: 0.000941 loss: 0.2354 (0.2491) loss_rec_all: 0.2608 (0.2742) loss_rec_sfr: 0.3904 (0.3935) loss_cl: -0.2780 (-0.2784) time: 0.7479 data: 0.0002 max mem: 29860 [01:08:25.329853] Epoch: [15] [2020/2904] eta: 0:11:08 lr: 0.000942 loss: 0.2329 (0.2490) loss_rec_all: 0.2583 (0.2741) loss_rec_sfr: 0.3757 (0.3934) loss_cl: -0.2781 (-0.2784) time: 0.7472 data: 0.0002 max mem: 29860 [01:08:40.281676] Epoch: [15] [2040/2904] eta: 0:10:52 lr: 0.000942 loss: 0.2362 (0.2490) loss_rec_all: 0.2613 (0.2741) loss_rec_sfr: 0.3373 (0.3931) loss_cl: -0.2787 (-0.2784) time: 0.7475 data: 0.0002 max mem: 29860 [01:08:55.253578] Epoch: [15] [2060/2904] eta: 0:10:37 lr: 0.000943 loss: 0.2309 (0.2489) loss_rec_all: 0.2564 (0.2740) loss_rec_sfr: 0.3423 (0.3930) loss_cl: -0.2782 (-0.2784) time: 0.7486 data: 0.0002 max mem: 29860 [01:09:10.227380] Epoch: [15] [2080/2904] eta: 0:10:22 lr: 0.000943 loss: 0.2366 (0.2489) loss_rec_all: 0.2621 (0.2740) loss_rec_sfr: 0.3756 (0.3929) loss_cl: -0.2787 (-0.2784) time: 0.7486 data: 0.0002 max mem: 29860 [01:09:25.196682] Epoch: [15] [2100/2904] eta: 0:10:07 lr: 0.000943 loss: 0.2332 (0.2488) loss_rec_all: 0.2588 (0.2739) loss_rec_sfr: 0.3829 (0.3928) loss_cl: -0.2790 (-0.2784) time: 0.7484 data: 0.0002 max mem: 29860 [01:09:40.157438] Epoch: [15] [2120/2904] eta: 0:09:52 lr: 0.000944 loss: 0.2404 (0.2488) loss_rec_all: 0.2655 (0.2739) loss_rec_sfr: 0.3506 (0.3927) loss_cl: -0.2791 (-0.2784) time: 0.7480 data: 0.0002 max mem: 29860 [01:09:55.094551] Epoch: [15] [2140/2904] eta: 0:09:37 lr: 0.000944 loss: 0.2330 (0.2487) loss_rec_all: 0.2581 (0.2738) loss_rec_sfr: 0.3919 (0.3927) loss_cl: -0.2778 (-0.2784) time: 0.7468 data: 0.0002 max mem: 29860 [01:10:10.017507] Epoch: [15] [2160/2904] eta: 0:09:21 lr: 0.000945 loss: 0.2353 (0.2487) loss_rec_all: 0.2610 (0.2738) loss_rec_sfr: 0.3372 (0.3925) loss_cl: -0.2790 (-0.2784) time: 0.7461 data: 0.0002 max mem: 29860 [01:10:24.935695] Epoch: [15] [2180/2904] eta: 0:09:06 lr: 0.000945 loss: 0.2335 (0.2487) loss_rec_all: 0.2592 (0.2738) loss_rec_sfr: 0.3359 (0.3924) loss_cl: -0.2785 (-0.2784) time: 0.7459 data: 0.0002 max mem: 29860 [01:10:39.854811] Epoch: [15] [2200/2904] eta: 0:08:51 lr: 0.000945 loss: 0.2383 (0.2487) loss_rec_all: 0.2634 (0.2738) loss_rec_sfr: 0.3455 (0.3925) loss_cl: -0.2793 (-0.2784) time: 0.7459 data: 0.0002 max mem: 29860 [01:10:54.776143] Epoch: [15] [2220/2904] eta: 0:08:36 lr: 0.000946 loss: 0.2368 (0.2487) loss_rec_all: 0.2625 (0.2738) loss_rec_sfr: 0.3616 (0.3923) loss_cl: -0.2785 (-0.2784) time: 0.7460 data: 0.0002 max mem: 29860 [01:11:09.699502] Epoch: [15] [2240/2904] eta: 0:08:21 lr: 0.000946 loss: 0.2330 (0.2486) loss_rec_all: 0.2588 (0.2737) loss_rec_sfr: 0.3433 (0.3921) loss_cl: -0.2795 (-0.2785) time: 0.7461 data: 0.0002 max mem: 29860 [01:11:24.619600] Epoch: [15] [2260/2904] eta: 0:08:06 lr: 0.000947 loss: 0.2322 (0.2486) loss_rec_all: 0.2572 (0.2737) loss_rec_sfr: 0.3927 (0.3922) loss_cl: -0.2785 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [01:11:39.541122] Epoch: [15] [2280/2904] eta: 0:07:50 lr: 0.000947 loss: 0.2388 (0.2487) loss_rec_all: 0.2638 (0.2738) loss_rec_sfr: 0.4166 (0.3926) loss_cl: -0.2779 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [01:11:54.459473] Epoch: [15] [2300/2904] eta: 0:07:35 lr: 0.000948 loss: 0.2363 (0.2487) loss_rec_all: 0.2615 (0.2738) loss_rec_sfr: 0.3384 (0.3925) loss_cl: -0.2784 (-0.2785) time: 0.7459 data: 0.0002 max mem: 29860 [01:12:09.386606] Epoch: [15] [2320/2904] eta: 0:07:20 lr: 0.000948 loss: 0.2404 (0.2488) loss_rec_all: 0.2650 (0.2738) loss_rec_sfr: 0.3845 (0.3926) loss_cl: -0.2786 (-0.2785) time: 0.7463 data: 0.0002 max mem: 29860 [01:12:24.311396] Epoch: [15] [2340/2904] eta: 0:07:05 lr: 0.000948 loss: 0.2380 (0.2487) loss_rec_all: 0.2629 (0.2738) loss_rec_sfr: 0.3869 (0.3927) loss_cl: -0.2780 (-0.2784) time: 0.7462 data: 0.0002 max mem: 29860 [01:12:39.227361] Epoch: [15] [2360/2904] eta: 0:06:50 lr: 0.000949 loss: 0.2376 (0.2487) loss_rec_all: 0.2632 (0.2738) loss_rec_sfr: 0.3510 (0.3927) loss_cl: -0.2788 (-0.2785) time: 0.7458 data: 0.0002 max mem: 29860 [01:12:54.147339] Epoch: [15] [2380/2904] eta: 0:06:35 lr: 0.000949 loss: 0.2379 (0.2487) loss_rec_all: 0.2634 (0.2738) loss_rec_sfr: 0.3532 (0.3925) loss_cl: -0.2790 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [01:13:09.076237] Epoch: [15] [2400/2904] eta: 0:06:20 lr: 0.000950 loss: 0.2371 (0.2487) loss_rec_all: 0.2623 (0.2737) loss_rec_sfr: 0.3526 (0.3925) loss_cl: -0.2788 (-0.2785) time: 0.7464 data: 0.0002 max mem: 29860 [01:13:24.008909] Epoch: [15] [2420/2904] eta: 0:06:05 lr: 0.000950 loss: 0.2296 (0.2486) loss_rec_all: 0.2554 (0.2737) loss_rec_sfr: 0.3455 (0.3924) loss_cl: -0.2786 (-0.2785) time: 0.7466 data: 0.0002 max mem: 29860 [01:13:38.941161] Epoch: [15] [2440/2904] eta: 0:05:49 lr: 0.000950 loss: 0.2370 (0.2486) loss_rec_all: 0.2625 (0.2737) loss_rec_sfr: 0.3468 (0.3924) loss_cl: -0.2784 (-0.2785) time: 0.7466 data: 0.0002 max mem: 29860 [01:13:53.881431] Epoch: [15] [2460/2904] eta: 0:05:34 lr: 0.000951 loss: 0.2371 (0.2486) loss_rec_all: 0.2623 (0.2737) loss_rec_sfr: 0.3549 (0.3924) loss_cl: -0.2782 (-0.2785) time: 0.7470 data: 0.0002 max mem: 29860 [01:14:08.810831] Epoch: [15] [2480/2904] eta: 0:05:19 lr: 0.000951 loss: 0.2432 (0.2486) loss_rec_all: 0.2685 (0.2737) loss_rec_sfr: 0.3456 (0.3923) loss_cl: -0.2791 (-0.2785) time: 0.7464 data: 0.0002 max mem: 29860 [01:14:23.750236] Epoch: [15] [2500/2904] eta: 0:05:04 lr: 0.000952 loss: 0.2351 (0.2485) loss_rec_all: 0.2608 (0.2736) loss_rec_sfr: 0.3485 (0.3920) loss_cl: -0.2783 (-0.2785) time: 0.7469 data: 0.0002 max mem: 29860 [01:14:38.690908] Epoch: [15] [2520/2904] eta: 0:04:49 lr: 0.000952 loss: 0.2351 (0.2484) loss_rec_all: 0.2598 (0.2735) loss_rec_sfr: 0.3692 (0.3919) loss_cl: -0.2780 (-0.2785) time: 0.7470 data: 0.0002 max mem: 29860 [01:14:53.616800] Epoch: [15] [2540/2904] eta: 0:04:34 lr: 0.000952 loss: 0.2333 (0.2483) loss_rec_all: 0.2581 (0.2734) loss_rec_sfr: 0.3404 (0.3917) loss_cl: -0.2789 (-0.2785) time: 0.7463 data: 0.0002 max mem: 29860 [01:15:08.550808] Epoch: [15] [2560/2904] eta: 0:04:19 lr: 0.000953 loss: 0.2317 (0.2483) loss_rec_all: 0.2572 (0.2734) loss_rec_sfr: 0.3443 (0.3915) loss_cl: -0.2793 (-0.2785) time: 0.7467 data: 0.0002 max mem: 29860 [01:15:23.567299] Epoch: [15] [2580/2904] eta: 0:04:04 lr: 0.000953 loss: 0.2362 (0.2483) loss_rec_all: 0.2614 (0.2734) loss_rec_sfr: 0.3713 (0.3916) loss_cl: -0.2788 (-0.2785) time: 0.7508 data: 0.0003 max mem: 29860 [01:15:38.548809] Epoch: [15] [2600/2904] eta: 0:03:49 lr: 0.000954 loss: 0.2341 (0.2483) loss_rec_all: 0.2591 (0.2734) loss_rec_sfr: 0.3476 (0.3915) loss_cl: -0.2789 (-0.2785) time: 0.7490 data: 0.0002 max mem: 29860 [01:15:53.538058] Epoch: [15] [2620/2904] eta: 0:03:34 lr: 0.000954 loss: 0.2358 (0.2483) loss_rec_all: 0.2610 (0.2734) loss_rec_sfr: 0.3771 (0.3915) loss_cl: -0.2785 (-0.2785) time: 0.7494 data: 0.0003 max mem: 29860 [01:16:08.539025] Epoch: [15] [2640/2904] eta: 0:03:18 lr: 0.000955 loss: 0.2450 (0.2483) loss_rec_all: 0.2699 (0.2734) loss_rec_sfr: 0.3400 (0.3914) loss_cl: -0.2785 (-0.2785) time: 0.7500 data: 0.0003 max mem: 29860 [01:16:23.520062] Epoch: [15] [2660/2904] eta: 0:03:03 lr: 0.000955 loss: 0.2328 (0.2482) loss_rec_all: 0.2580 (0.2733) loss_rec_sfr: 0.3347 (0.3911) loss_cl: -0.2794 (-0.2785) time: 0.7490 data: 0.0003 max mem: 29860 [01:16:38.477682] Epoch: [15] [2680/2904] eta: 0:02:48 lr: 0.000955 loss: 0.2369 (0.2482) loss_rec_all: 0.2618 (0.2733) loss_rec_sfr: 0.3912 (0.3911) loss_cl: -0.2784 (-0.2785) time: 0.7478 data: 0.0002 max mem: 29860 [01:16:53.431070] Epoch: [15] [2700/2904] eta: 0:02:33 lr: 0.000956 loss: 0.2383 (0.2481) loss_rec_all: 0.2633 (0.2732) loss_rec_sfr: 0.3421 (0.3909) loss_cl: -0.2783 (-0.2785) time: 0.7476 data: 0.0002 max mem: 29860 [01:17:08.374342] Epoch: [15] [2720/2904] eta: 0:02:18 lr: 0.000956 loss: 0.2384 (0.2481) loss_rec_all: 0.2636 (0.2732) loss_rec_sfr: 0.3897 (0.3910) loss_cl: -0.2783 (-0.2785) time: 0.7471 data: 0.0002 max mem: 29860 [01:17:23.335130] Epoch: [15] [2740/2904] eta: 0:02:03 lr: 0.000957 loss: 0.2361 (0.2481) loss_rec_all: 0.2612 (0.2732) loss_rec_sfr: 0.3834 (0.3910) loss_cl: -0.2783 (-0.2785) time: 0.7480 data: 0.0002 max mem: 29860 [01:17:38.277176] Epoch: [15] [2760/2904] eta: 0:01:48 lr: 0.000957 loss: 0.2354 (0.2481) loss_rec_all: 0.2609 (0.2732) loss_rec_sfr: 0.3325 (0.3908) loss_cl: -0.2785 (-0.2785) time: 0.7471 data: 0.0002 max mem: 29860 [01:17:53.239939] Epoch: [15] [2780/2904] eta: 0:01:33 lr: 0.000957 loss: 0.2393 (0.2481) loss_rec_all: 0.2644 (0.2732) loss_rec_sfr: 0.3795 (0.3909) loss_cl: -0.2788 (-0.2785) time: 0.7481 data: 0.0002 max mem: 29860 [01:18:08.217166] Epoch: [15] [2800/2904] eta: 0:01:18 lr: 0.000958 loss: 0.2367 (0.2481) loss_rec_all: 0.2618 (0.2732) loss_rec_sfr: 0.3755 (0.3909) loss_cl: -0.2793 (-0.2785) time: 0.7488 data: 0.0003 max mem: 29860 [01:18:23.215295] Epoch: [15] [2820/2904] eta: 0:01:03 lr: 0.000958 loss: 0.2366 (0.2481) loss_rec_all: 0.2617 (0.2732) loss_rec_sfr: 0.3767 (0.3909) loss_cl: -0.2790 (-0.2785) time: 0.7498 data: 0.0003 max mem: 29860 [01:18:38.262765] Epoch: [15] [2840/2904] eta: 0:00:48 lr: 0.000959 loss: 0.2375 (0.2481) loss_rec_all: 0.2632 (0.2732) loss_rec_sfr: 0.3421 (0.3908) loss_cl: -0.2788 (-0.2785) time: 0.7523 data: 0.0034 max mem: 29860 [01:18:53.256124] Epoch: [15] [2860/2904] eta: 0:00:33 lr: 0.000959 loss: 0.2324 (0.2480) loss_rec_all: 0.2574 (0.2731) loss_rec_sfr: 0.3434 (0.3905) loss_cl: -0.2782 (-0.2785) time: 0.7496 data: 0.0002 max mem: 29860 [01:19:08.230447] Epoch: [15] [2880/2904] eta: 0:00:18 lr: 0.000960 loss: 0.2324 (0.2480) loss_rec_all: 0.2575 (0.2731) loss_rec_sfr: 0.3407 (0.3904) loss_cl: -0.2786 (-0.2785) time: 0.7487 data: 0.0002 max mem: 29860 [01:19:23.236611] Epoch: [15] [2900/2904] eta: 0:00:03 lr: 0.000960 loss: 0.2356 (0.2480) loss_rec_all: 0.2607 (0.2731) loss_rec_sfr: 0.3918 (0.3905) loss_cl: -0.2780 (-0.2785) time: 0.7503 data: 0.0002 max mem: 29860 [01:19:25.492907] Epoch: [15] [2903/2904] eta: 0:00:00 lr: 0.000960 loss: 0.2351 (0.2480) loss_rec_all: 0.2606 (0.2731) loss_rec_sfr: 0.3918 (0.3906) loss_cl: -0.2780 (-0.2785) time: 0.7499 data: 0.0002 max mem: 29860 [01:19:27.603089] Epoch: [15] Total time: 0:36:29 (0.7540 s / it) [01:19:27.615273] Averaged stats: lr: 0.000960 loss: 0.2351 (0.2506) loss_rec_all: 0.2606 (0.2734) loss_rec_sfr: 0.3918 (0.3896) loss_cl: -0.2780 (-0.2551) [01:19:27.626034] log_dir: ./checkpoint/VF2_ViT-B [01:19:47.727478] Epoch: [16] [ 0/2904] eta: 16:12:52 lr: 0.000960 loss: 0.2280 (0.2280) loss_rec_all: 0.2531 (0.2531) loss_rec_sfr: 0.3943 (0.3943) loss_cl: -0.2786 (-0.2786) time: 20.1006 data: 15.8130 max mem: 29860 [01:20:05.767956] Epoch: [16] [ 20/2904] eta: 1:27:17 lr: 0.000960 loss: 0.2354 (0.2417) loss_rec_all: 0.2605 (0.2669) loss_rec_sfr: 0.3860 (0.3872) loss_cl: -0.2787 (-0.2787) time: 0.9020 data: 0.1421 max mem: 29860 [01:20:20.723029] Epoch: [16] [ 40/2904] eta: 1:01:48 lr: 0.000961 loss: 0.2401 (0.2440) loss_rec_all: 0.2654 (0.2692) loss_rec_sfr: 0.3495 (0.3811) loss_cl: -0.2784 (-0.2785) time: 0.7477 data: 0.0002 max mem: 29860 [01:20:35.705562] Epoch: [16] [ 60/2904] eta: 0:52:53 lr: 0.000961 loss: 0.2375 (0.2452) loss_rec_all: 0.2631 (0.2704) loss_rec_sfr: 0.3500 (0.3822) loss_cl: -0.2790 (-0.2785) time: 0.7491 data: 0.0002 max mem: 29860 [01:20:50.727321] Epoch: [16] [ 80/2904] eta: 0:48:17 lr: 0.000962 loss: 0.2338 (0.2448) loss_rec_all: 0.2590 (0.2700) loss_rec_sfr: 0.3528 (0.3818) loss_cl: -0.2789 (-0.2786) time: 0.7510 data: 0.0002 max mem: 29860 [01:21:05.761990] Epoch: [16] [ 100/2904] eta: 0:45:24 lr: 0.000962 loss: 0.2322 (0.2457) loss_rec_all: 0.2579 (0.2708) loss_rec_sfr: 0.3888 (0.3851) loss_cl: -0.2786 (-0.2786) time: 0.7517 data: 0.0003 max mem: 29860 [01:21:20.770065] Epoch: [16] [ 120/2904] eta: 0:43:23 lr: 0.000962 loss: 0.2326 (0.2457) loss_rec_all: 0.2577 (0.2709) loss_rec_sfr: 0.3851 (0.3861) loss_cl: -0.2789 (-0.2786) time: 0.7504 data: 0.0002 max mem: 29860 [01:21:35.745171] Epoch: [16] [ 140/2904] eta: 0:41:51 lr: 0.000963 loss: 0.2343 (0.2448) loss_rec_all: 0.2596 (0.2700) loss_rec_sfr: 0.3418 (0.3844) loss_cl: -0.2781 (-0.2785) time: 0.7487 data: 0.0002 max mem: 29860 [01:21:50.718982] Epoch: [16] [ 160/2904] eta: 0:40:38 lr: 0.000963 loss: 0.2355 (0.2456) loss_rec_all: 0.2610 (0.2707) loss_rec_sfr: 0.3482 (0.3856) loss_cl: -0.2780 (-0.2784) time: 0.7486 data: 0.0002 max mem: 29860 [01:22:05.656659] Epoch: [16] [ 180/2904] eta: 0:39:38 lr: 0.000964 loss: 0.2371 (0.2452) loss_rec_all: 0.2627 (0.2704) loss_rec_sfr: 0.3888 (0.3861) loss_cl: -0.2794 (-0.2785) time: 0.7468 data: 0.0002 max mem: 29860 [01:22:20.604005] Epoch: [16] [ 200/2904] eta: 0:38:46 lr: 0.000964 loss: 0.2432 (0.2462) loss_rec_all: 0.2682 (0.2714) loss_rec_sfr: 0.3469 (0.3874) loss_cl: -0.2788 (-0.2785) time: 0.7473 data: 0.0002 max mem: 29860 [01:22:35.537449] Epoch: [16] [ 220/2904] eta: 0:38:02 lr: 0.000965 loss: 0.2363 (0.2464) loss_rec_all: 0.2622 (0.2716) loss_rec_sfr: 0.3443 (0.3868) loss_cl: -0.2787 (-0.2785) time: 0.7466 data: 0.0002 max mem: 29860 [01:22:50.466608] Epoch: [16] [ 240/2904] eta: 0:37:22 lr: 0.000965 loss: 0.2352 (0.2468) loss_rec_all: 0.2606 (0.2720) loss_rec_sfr: 0.3456 (0.3865) loss_cl: -0.2784 (-0.2785) time: 0.7464 data: 0.0002 max mem: 29860 [01:23:05.391826] Epoch: [16] [ 260/2904] eta: 0:36:45 lr: 0.000965 loss: 0.2383 (0.2474) loss_rec_all: 0.2636 (0.2726) loss_rec_sfr: 0.3860 (0.3887) loss_cl: -0.2777 (-0.2784) time: 0.7462 data: 0.0002 max mem: 29860 [01:23:20.325319] Epoch: [16] [ 280/2904] eta: 0:36:12 lr: 0.000966 loss: 0.2357 (0.2472) loss_rec_all: 0.2607 (0.2723) loss_rec_sfr: 0.3758 (0.3887) loss_cl: -0.2783 (-0.2784) time: 0.7466 data: 0.0002 max mem: 29860 [01:23:35.267290] Epoch: [16] [ 300/2904] eta: 0:35:42 lr: 0.000966 loss: 0.2344 (0.2466) loss_rec_all: 0.2599 (0.2717) loss_rec_sfr: 0.3543 (0.3872) loss_cl: -0.2795 (-0.2785) time: 0.7470 data: 0.0002 max mem: 29860 [01:23:50.202645] Epoch: [16] [ 320/2904] eta: 0:35:13 lr: 0.000967 loss: 0.2340 (0.2470) loss_rec_all: 0.2589 (0.2721) loss_rec_sfr: 0.3763 (0.3884) loss_cl: -0.2783 (-0.2785) time: 0.7467 data: 0.0002 max mem: 29860 [01:24:05.136656] Epoch: [16] [ 340/2904] eta: 0:34:46 lr: 0.000967 loss: 0.2349 (0.2468) loss_rec_all: 0.2601 (0.2719) loss_rec_sfr: 0.3793 (0.3879) loss_cl: -0.2791 (-0.2785) time: 0.7467 data: 0.0002 max mem: 29860 [01:24:20.070405] Epoch: [16] [ 360/2904] eta: 0:34:20 lr: 0.000967 loss: 0.2313 (0.2468) loss_rec_all: 0.2572 (0.2719) loss_rec_sfr: 0.3892 (0.3888) loss_cl: -0.2783 (-0.2785) time: 0.7466 data: 0.0002 max mem: 29860 [01:24:35.011878] Epoch: [16] [ 380/2904] eta: 0:33:56 lr: 0.000968 loss: 0.2328 (0.2463) loss_rec_all: 0.2578 (0.2714) loss_rec_sfr: 0.3457 (0.3878) loss_cl: -0.2784 (-0.2785) time: 0.7470 data: 0.0002 max mem: 29860 [01:24:49.945682] Epoch: [16] [ 400/2904] eta: 0:33:32 lr: 0.000968 loss: 0.2359 (0.2462) loss_rec_all: 0.2609 (0.2713) loss_rec_sfr: 0.3422 (0.3876) loss_cl: -0.2792 (-0.2785) time: 0.7466 data: 0.0002 max mem: 29860 [01:25:04.876585] Epoch: [16] [ 420/2904] eta: 0:33:09 lr: 0.000969 loss: 0.2353 (0.2460) loss_rec_all: 0.2605 (0.2712) loss_rec_sfr: 0.3477 (0.3870) loss_cl: -0.2792 (-0.2785) time: 0.7465 data: 0.0002 max mem: 29860 [01:25:19.812480] Epoch: [16] [ 440/2904] eta: 0:32:47 lr: 0.000969 loss: 0.2367 (0.2459) loss_rec_all: 0.2621 (0.2710) loss_rec_sfr: 0.3522 (0.3866) loss_cl: -0.2788 (-0.2785) time: 0.7468 data: 0.0002 max mem: 29860 [01:25:34.750530] Epoch: [16] [ 460/2904] eta: 0:32:26 lr: 0.000970 loss: 0.2361 (0.2463) loss_rec_all: 0.2613 (0.2714) loss_rec_sfr: 0.4051 (0.3883) loss_cl: -0.2787 (-0.2785) time: 0.7469 data: 0.0002 max mem: 29860 [01:25:49.669285] Epoch: [16] [ 480/2904] eta: 0:32:05 lr: 0.000970 loss: 0.2422 (0.2466) loss_rec_all: 0.2672 (0.2718) loss_rec_sfr: 0.3472 (0.3889) loss_cl: -0.2782 (-0.2785) time: 0.7459 data: 0.0002 max mem: 29860 [01:26:04.595193] Epoch: [16] [ 500/2904] eta: 0:31:44 lr: 0.000970 loss: 0.2388 (0.2472) loss_rec_all: 0.2643 (0.2723) loss_rec_sfr: 0.3957 (0.3904) loss_cl: -0.2791 (-0.2785) time: 0.7463 data: 0.0002 max mem: 29860 [01:26:19.523201] Epoch: [16] [ 520/2904] eta: 0:31:24 lr: 0.000971 loss: 0.2313 (0.2469) loss_rec_all: 0.2570 (0.2720) loss_rec_sfr: 0.3402 (0.3896) loss_cl: -0.2781 (-0.2785) time: 0.7464 data: 0.0002 max mem: 29860 [01:26:34.440234] Epoch: [16] [ 540/2904] eta: 0:31:04 lr: 0.000971 loss: 0.2408 (0.2470) loss_rec_all: 0.2658 (0.2722) loss_rec_sfr: 0.3431 (0.3895) loss_cl: -0.2780 (-0.2785) time: 0.7458 data: 0.0002 max mem: 29860 [01:26:49.360278] Epoch: [16] [ 560/2904] eta: 0:30:45 lr: 0.000972 loss: 0.2311 (0.2466) loss_rec_all: 0.2565 (0.2717) loss_rec_sfr: 0.3407 (0.3882) loss_cl: -0.2782 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [01:27:04.282041] Epoch: [16] [ 580/2904] eta: 0:30:26 lr: 0.000972 loss: 0.2364 (0.2468) loss_rec_all: 0.2613 (0.2720) loss_rec_sfr: 0.3642 (0.3888) loss_cl: -0.2790 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [01:27:19.197092] Epoch: [16] [ 600/2904] eta: 0:30:07 lr: 0.000972 loss: 0.2415 (0.2470) loss_rec_all: 0.2664 (0.2722) loss_rec_sfr: 0.3617 (0.3891) loss_cl: -0.2784 (-0.2785) time: 0.7456 data: 0.0002 max mem: 29860 [01:27:34.114332] Epoch: [16] [ 620/2904] eta: 0:29:49 lr: 0.000973 loss: 0.2410 (0.2471) loss_rec_all: 0.2664 (0.2722) loss_rec_sfr: 0.3389 (0.3891) loss_cl: -0.2786 (-0.2785) time: 0.7458 data: 0.0002 max mem: 29860 [01:27:49.036242] Epoch: [16] [ 640/2904] eta: 0:29:30 lr: 0.000973 loss: 0.2300 (0.2468) loss_rec_all: 0.2552 (0.2719) loss_rec_sfr: 0.3433 (0.3883) loss_cl: -0.2781 (-0.2785) time: 0.7461 data: 0.0002 max mem: 29860 [01:28:03.955769] Epoch: [16] [ 660/2904] eta: 0:29:12 lr: 0.000974 loss: 0.2389 (0.2467) loss_rec_all: 0.2641 (0.2718) loss_rec_sfr: 0.3818 (0.3882) loss_cl: -0.2783 (-0.2785) time: 0.7459 data: 0.0002 max mem: 29860 [01:28:18.873589] Epoch: [16] [ 680/2904] eta: 0:28:54 lr: 0.000974 loss: 0.2391 (0.2468) loss_rec_all: 0.2648 (0.2720) loss_rec_sfr: 0.3408 (0.3882) loss_cl: -0.2787 (-0.2785) time: 0.7459 data: 0.0002 max mem: 29860 [01:28:33.795537] Epoch: [16] [ 700/2904] eta: 0:28:37 lr: 0.000974 loss: 0.2338 (0.2466) loss_rec_all: 0.2587 (0.2717) loss_rec_sfr: 0.3456 (0.3876) loss_cl: -0.2787 (-0.2785) time: 0.7461 data: 0.0002 max mem: 29860 [01:28:48.712387] Epoch: [16] [ 720/2904] eta: 0:28:19 lr: 0.000975 loss: 0.2368 (0.2467) loss_rec_all: 0.2620 (0.2719) loss_rec_sfr: 0.3987 (0.3882) loss_cl: -0.2790 (-0.2785) time: 0.7458 data: 0.0002 max mem: 29860 [01:29:03.636425] Epoch: [16] [ 740/2904] eta: 0:28:02 lr: 0.000975 loss: 0.2372 (0.2466) loss_rec_all: 0.2624 (0.2718) loss_rec_sfr: 0.3381 (0.3876) loss_cl: -0.2789 (-0.2785) time: 0.7462 data: 0.0002 max mem: 29860 [01:29:18.554800] Epoch: [16] [ 760/2904] eta: 0:27:44 lr: 0.000976 loss: 0.2410 (0.2466) loss_rec_all: 0.2662 (0.2718) loss_rec_sfr: 0.3494 (0.3873) loss_cl: -0.2786 (-0.2785) time: 0.7459 data: 0.0002 max mem: 29860 [01:29:33.474613] Epoch: [16] [ 780/2904] eta: 0:27:27 lr: 0.000976 loss: 0.2338 (0.2466) loss_rec_all: 0.2592 (0.2718) loss_rec_sfr: 0.3495 (0.3872) loss_cl: -0.2782 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [01:29:48.394361] Epoch: [16] [ 800/2904] eta: 0:27:10 lr: 0.000977 loss: 0.2380 (0.2466) loss_rec_all: 0.2635 (0.2718) loss_rec_sfr: 0.3447 (0.3872) loss_cl: -0.2792 (-0.2785) time: 0.7459 data: 0.0002 max mem: 29860 [01:30:03.318865] Epoch: [16] [ 820/2904] eta: 0:26:53 lr: 0.000977 loss: 0.2349 (0.2467) loss_rec_all: 0.2604 (0.2718) loss_rec_sfr: 0.3378 (0.3872) loss_cl: -0.2781 (-0.2785) time: 0.7462 data: 0.0002 max mem: 29860 [01:30:18.238057] Epoch: [16] [ 840/2904] eta: 0:26:36 lr: 0.000977 loss: 0.2325 (0.2465) loss_rec_all: 0.2575 (0.2716) loss_rec_sfr: 0.3495 (0.3868) loss_cl: -0.2773 (-0.2785) time: 0.7459 data: 0.0002 max mem: 29860 [01:30:33.159967] Epoch: [16] [ 860/2904] eta: 0:26:19 lr: 0.000978 loss: 0.2345 (0.2466) loss_rec_all: 0.2600 (0.2717) loss_rec_sfr: 0.3407 (0.3869) loss_cl: -0.2793 (-0.2785) time: 0.7461 data: 0.0002 max mem: 29860 [01:30:48.080979] Epoch: [16] [ 880/2904] eta: 0:26:03 lr: 0.000978 loss: 0.2329 (0.2465) loss_rec_all: 0.2577 (0.2717) loss_rec_sfr: 0.3876 (0.3870) loss_cl: -0.2795 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [01:31:02.997840] Epoch: [16] [ 900/2904] eta: 0:25:46 lr: 0.000979 loss: 0.2347 (0.2465) loss_rec_all: 0.2600 (0.2717) loss_rec_sfr: 0.3362 (0.3869) loss_cl: -0.2794 (-0.2785) time: 0.7458 data: 0.0002 max mem: 29860 [01:31:17.920107] Epoch: [16] [ 920/2904] eta: 0:25:30 lr: 0.000979 loss: 0.2417 (0.2465) loss_rec_all: 0.2667 (0.2716) loss_rec_sfr: 0.3395 (0.3867) loss_cl: -0.2778 (-0.2785) time: 0.7461 data: 0.0002 max mem: 29860 [01:31:32.843785] Epoch: [16] [ 940/2904] eta: 0:25:13 lr: 0.000979 loss: 0.2400 (0.2466) loss_rec_all: 0.2655 (0.2718) loss_rec_sfr: 0.3993 (0.3872) loss_cl: -0.2776 (-0.2785) time: 0.7461 data: 0.0002 max mem: 29860 [01:31:47.765169] Epoch: [16] [ 960/2904] eta: 0:24:57 lr: 0.000980 loss: 0.2356 (0.2465) loss_rec_all: 0.2606 (0.2717) loss_rec_sfr: 0.3438 (0.3871) loss_cl: -0.2780 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [01:32:02.689921] Epoch: [16] [ 980/2904] eta: 0:24:40 lr: 0.000980 loss: 0.2409 (0.2467) loss_rec_all: 0.2660 (0.2718) loss_rec_sfr: 0.3980 (0.3878) loss_cl: -0.2790 (-0.2785) time: 0.7462 data: 0.0002 max mem: 29860 [01:32:17.615609] Epoch: [16] [1000/2904] eta: 0:24:24 lr: 0.000981 loss: 0.2344 (0.2467) loss_rec_all: 0.2596 (0.2719) loss_rec_sfr: 0.3424 (0.3877) loss_cl: -0.2792 (-0.2785) time: 0.7462 data: 0.0002 max mem: 29860 [01:32:32.535674] Epoch: [16] [1020/2904] eta: 0:24:08 lr: 0.000981 loss: 0.2327 (0.2468) loss_rec_all: 0.2579 (0.2719) loss_rec_sfr: 0.3833 (0.3880) loss_cl: -0.2788 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [01:32:47.455432] Epoch: [16] [1040/2904] eta: 0:23:52 lr: 0.000981 loss: 0.2374 (0.2468) loss_rec_all: 0.2626 (0.2719) loss_rec_sfr: 0.3440 (0.3879) loss_cl: -0.2784 (-0.2785) time: 0.7459 data: 0.0002 max mem: 29860 [01:33:02.376466] Epoch: [16] [1060/2904] eta: 0:23:35 lr: 0.000982 loss: 0.2368 (0.2469) loss_rec_all: 0.2616 (0.2720) loss_rec_sfr: 0.3456 (0.3881) loss_cl: -0.2777 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [01:33:17.297640] Epoch: [16] [1080/2904] eta: 0:23:19 lr: 0.000982 loss: 0.2367 (0.2467) loss_rec_all: 0.2622 (0.2718) loss_rec_sfr: 0.3422 (0.3876) loss_cl: -0.2790 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [01:33:32.220642] Epoch: [16] [1100/2904] eta: 0:23:03 lr: 0.000983 loss: 0.2314 (0.2466) loss_rec_all: 0.2566 (0.2718) loss_rec_sfr: 0.3782 (0.3876) loss_cl: -0.2791 (-0.2785) time: 0.7461 data: 0.0002 max mem: 29860 [01:33:47.155108] Epoch: [16] [1120/2904] eta: 0:22:47 lr: 0.000983 loss: 0.2338 (0.2466) loss_rec_all: 0.2589 (0.2717) loss_rec_sfr: 0.3478 (0.3875) loss_cl: -0.2787 (-0.2785) time: 0.7467 data: 0.0002 max mem: 29860 [01:34:02.086617] Epoch: [16] [1140/2904] eta: 0:22:31 lr: 0.000984 loss: 0.2391 (0.2467) loss_rec_all: 0.2645 (0.2718) loss_rec_sfr: 0.3838 (0.3877) loss_cl: -0.2785 (-0.2785) time: 0.7465 data: 0.0002 max mem: 29860 [01:34:17.013911] Epoch: [16] [1160/2904] eta: 0:22:15 lr: 0.000984 loss: 0.2330 (0.2465) loss_rec_all: 0.2587 (0.2716) loss_rec_sfr: 0.3484 (0.3873) loss_cl: -0.2785 (-0.2785) time: 0.7463 data: 0.0002 max mem: 29860 [01:34:31.940059] Epoch: [16] [1180/2904] eta: 0:22:00 lr: 0.000984 loss: 0.2435 (0.2467) loss_rec_all: 0.2690 (0.2719) loss_rec_sfr: 0.3877 (0.3880) loss_cl: -0.2784 (-0.2785) time: 0.7463 data: 0.0002 max mem: 29860 [01:34:46.864312] Epoch: [16] [1200/2904] eta: 0:21:44 lr: 0.000985 loss: 0.2325 (0.2467) loss_rec_all: 0.2576 (0.2718) loss_rec_sfr: 0.3683 (0.3880) loss_cl: -0.2787 (-0.2785) time: 0.7462 data: 0.0002 max mem: 29860 [01:35:01.786222] Epoch: [16] [1220/2904] eta: 0:21:28 lr: 0.000985 loss: 0.2378 (0.2468) loss_rec_all: 0.2629 (0.2720) loss_rec_sfr: 0.3914 (0.3884) loss_cl: -0.2784 (-0.2785) time: 0.7461 data: 0.0002 max mem: 29860 [01:35:16.704986] Epoch: [16] [1240/2904] eta: 0:21:12 lr: 0.000986 loss: 0.2431 (0.2469) loss_rec_all: 0.2681 (0.2720) loss_rec_sfr: 0.3636 (0.3885) loss_cl: -0.2783 (-0.2785) time: 0.7459 data: 0.0002 max mem: 29860 [01:35:31.622661] Epoch: [16] [1260/2904] eta: 0:20:56 lr: 0.000986 loss: 0.2293 (0.2468) loss_rec_all: 0.2547 (0.2719) loss_rec_sfr: 0.3871 (0.3886) loss_cl: -0.2782 (-0.2785) time: 0.7458 data: 0.0002 max mem: 29860 [01:35:46.538346] Epoch: [16] [1280/2904] eta: 0:20:40 lr: 0.000986 loss: 0.2343 (0.2467) loss_rec_all: 0.2594 (0.2718) loss_rec_sfr: 0.3376 (0.3883) loss_cl: -0.2786 (-0.2785) time: 0.7457 data: 0.0002 max mem: 29860 [01:36:01.465196] Epoch: [16] [1300/2904] eta: 0:20:25 lr: 0.000987 loss: 0.2296 (0.2467) loss_rec_all: 0.2551 (0.2718) loss_rec_sfr: 0.3463 (0.3884) loss_cl: -0.2784 (-0.2785) time: 0.7463 data: 0.0002 max mem: 29860 [01:36:16.389493] Epoch: [16] [1320/2904] eta: 0:20:09 lr: 0.000987 loss: 0.2341 (0.2467) loss_rec_all: 0.2591 (0.2718) loss_rec_sfr: 0.3402 (0.3883) loss_cl: -0.2781 (-0.2785) time: 0.7462 data: 0.0002 max mem: 29860 [01:36:31.314403] Epoch: [16] [1340/2904] eta: 0:19:53 lr: 0.000988 loss: 0.2313 (0.2466) loss_rec_all: 0.2565 (0.2717) loss_rec_sfr: 0.3399 (0.3879) loss_cl: -0.2780 (-0.2785) time: 0.7462 data: 0.0002 max mem: 29860 [01:36:46.240271] Epoch: [16] [1360/2904] eta: 0:19:38 lr: 0.000988 loss: 0.2387 (0.2468) loss_rec_all: 0.2638 (0.2719) loss_rec_sfr: 0.3713 (0.3882) loss_cl: -0.2789 (-0.2785) time: 0.7463 data: 0.0002 max mem: 29860 [01:37:01.166001] Epoch: [16] [1380/2904] eta: 0:19:22 lr: 0.000989 loss: 0.2358 (0.2468) loss_rec_all: 0.2608 (0.2719) loss_rec_sfr: 0.3987 (0.3884) loss_cl: -0.2784 (-0.2785) time: 0.7463 data: 0.0002 max mem: 29860 [01:37:16.085889] Epoch: [16] [1400/2904] eta: 0:19:06 lr: 0.000989 loss: 0.2345 (0.2468) loss_rec_all: 0.2596 (0.2719) loss_rec_sfr: 0.3392 (0.3882) loss_cl: -0.2789 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [01:37:31.005265] Epoch: [16] [1420/2904] eta: 0:18:51 lr: 0.000989 loss: 0.2344 (0.2467) loss_rec_all: 0.2595 (0.2719) loss_rec_sfr: 0.3418 (0.3881) loss_cl: -0.2787 (-0.2785) time: 0.7459 data: 0.0003 max mem: 29860 [01:37:45.921376] Epoch: [16] [1440/2904] eta: 0:18:35 lr: 0.000990 loss: 0.2340 (0.2467) loss_rec_all: 0.2593 (0.2718) loss_rec_sfr: 0.3347 (0.3877) loss_cl: -0.2775 (-0.2785) time: 0.7458 data: 0.0002 max mem: 29860 [01:38:00.840987] Epoch: [16] [1460/2904] eta: 0:18:20 lr: 0.000990 loss: 0.2329 (0.2468) loss_rec_all: 0.2588 (0.2719) loss_rec_sfr: 0.3884 (0.3879) loss_cl: -0.2787 (-0.2785) time: 0.7459 data: 0.0002 max mem: 29860 [01:38:15.762000] Epoch: [16] [1480/2904] eta: 0:18:04 lr: 0.000991 loss: 0.2320 (0.2467) loss_rec_all: 0.2574 (0.2718) loss_rec_sfr: 0.3399 (0.3876) loss_cl: -0.2782 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [01:38:30.687776] Epoch: [16] [1500/2904] eta: 0:17:49 lr: 0.000991 loss: 0.2316 (0.2466) loss_rec_all: 0.2572 (0.2717) loss_rec_sfr: 0.3394 (0.3873) loss_cl: -0.2788 (-0.2785) time: 0.7462 data: 0.0002 max mem: 29860 [01:38:45.609699] Epoch: [16] [1520/2904] eta: 0:17:33 lr: 0.000991 loss: 0.2428 (0.2468) loss_rec_all: 0.2682 (0.2719) loss_rec_sfr: 0.3856 (0.3877) loss_cl: -0.2784 (-0.2785) time: 0.7461 data: 0.0002 max mem: 29860 [01:39:00.529208] Epoch: [16] [1540/2904] eta: 0:17:18 lr: 0.000992 loss: 0.2341 (0.2467) loss_rec_all: 0.2591 (0.2718) loss_rec_sfr: 0.3890 (0.3877) loss_cl: -0.2789 (-0.2785) time: 0.7459 data: 0.0002 max mem: 29860 [01:39:15.452762] Epoch: [16] [1560/2904] eta: 0:17:02 lr: 0.000992 loss: 0.2348 (0.2466) loss_rec_all: 0.2600 (0.2717) loss_rec_sfr: 0.3762 (0.3876) loss_cl: -0.2784 (-0.2785) time: 0.7461 data: 0.0002 max mem: 29860 [01:39:30.379455] Epoch: [16] [1580/2904] eta: 0:16:47 lr: 0.000993 loss: 0.2351 (0.2466) loss_rec_all: 0.2602 (0.2717) loss_rec_sfr: 0.3830 (0.3875) loss_cl: -0.2775 (-0.2785) time: 0.7463 data: 0.0002 max mem: 29860 [01:39:45.300684] Epoch: [16] [1600/2904] eta: 0:16:31 lr: 0.000993 loss: 0.2350 (0.2465) loss_rec_all: 0.2601 (0.2717) loss_rec_sfr: 0.3546 (0.3874) loss_cl: -0.2785 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [01:40:00.222646] Epoch: [16] [1620/2904] eta: 0:16:16 lr: 0.000993 loss: 0.2377 (0.2465) loss_rec_all: 0.2628 (0.2717) loss_rec_sfr: 0.3433 (0.3872) loss_cl: -0.2780 (-0.2785) time: 0.7461 data: 0.0002 max mem: 29860 [01:40:15.144526] Epoch: [16] [1640/2904] eta: 0:16:00 lr: 0.000994 loss: 0.2321 (0.2464) loss_rec_all: 0.2575 (0.2716) loss_rec_sfr: 0.3474 (0.3869) loss_cl: -0.2785 (-0.2784) time: 0.7461 data: 0.0002 max mem: 29860 [01:40:30.071389] Epoch: [16] [1660/2904] eta: 0:15:45 lr: 0.000994 loss: 0.2360 (0.2464) loss_rec_all: 0.2610 (0.2716) loss_rec_sfr: 0.3788 (0.3870) loss_cl: -0.2789 (-0.2785) time: 0.7463 data: 0.0002 max mem: 29860 [01:40:44.995251] Epoch: [16] [1680/2904] eta: 0:15:30 lr: 0.000995 loss: 0.2346 (0.2464) loss_rec_all: 0.2604 (0.2715) loss_rec_sfr: 0.3798 (0.3870) loss_cl: -0.2790 (-0.2785) time: 0.7462 data: 0.0002 max mem: 29860 [01:40:59.918125] Epoch: [16] [1700/2904] eta: 0:15:14 lr: 0.000995 loss: 0.2347 (0.2464) loss_rec_all: 0.2595 (0.2715) loss_rec_sfr: 0.3758 (0.3870) loss_cl: -0.2777 (-0.2785) time: 0.7461 data: 0.0002 max mem: 29860 [01:41:14.841902] Epoch: [16] [1720/2904] eta: 0:14:59 lr: 0.000996 loss: 0.2398 (0.2464) loss_rec_all: 0.2653 (0.2716) loss_rec_sfr: 0.3447 (0.3869) loss_cl: -0.2776 (-0.2784) time: 0.7461 data: 0.0002 max mem: 29860 [01:41:29.765035] Epoch: [16] [1740/2904] eta: 0:14:43 lr: 0.000996 loss: 0.2344 (0.2463) loss_rec_all: 0.2601 (0.2715) loss_rec_sfr: 0.3348 (0.3865) loss_cl: -0.2795 (-0.2785) time: 0.7461 data: 0.0002 max mem: 29860 [01:41:44.688292] Epoch: [16] [1760/2904] eta: 0:14:28 lr: 0.000996 loss: 0.2324 (0.2463) loss_rec_all: 0.2574 (0.2714) loss_rec_sfr: 0.3769 (0.3865) loss_cl: -0.2786 (-0.2785) time: 0.7461 data: 0.0002 max mem: 29860 [01:41:59.618930] Epoch: [16] [1780/2904] eta: 0:14:13 lr: 0.000997 loss: 0.2395 (0.2464) loss_rec_all: 0.2651 (0.2715) loss_rec_sfr: 0.3766 (0.3868) loss_cl: -0.2786 (-0.2785) time: 0.7465 data: 0.0002 max mem: 29860 [01:42:14.547429] Epoch: [16] [1800/2904] eta: 0:13:57 lr: 0.000997 loss: 0.2332 (0.2464) loss_rec_all: 0.2589 (0.2716) loss_rec_sfr: 0.3472 (0.3869) loss_cl: -0.2786 (-0.2785) time: 0.7464 data: 0.0002 max mem: 29860 [01:42:29.477992] Epoch: [16] [1820/2904] eta: 0:13:42 lr: 0.000998 loss: 0.2344 (0.2464) loss_rec_all: 0.2599 (0.2715) loss_rec_sfr: 0.3363 (0.3866) loss_cl: -0.2788 (-0.2785) time: 0.7465 data: 0.0002 max mem: 29860 [01:42:44.411446] Epoch: [16] [1840/2904] eta: 0:13:27 lr: 0.000998 loss: 0.2273 (0.2463) loss_rec_all: 0.2530 (0.2714) loss_rec_sfr: 0.3413 (0.3865) loss_cl: -0.2786 (-0.2785) time: 0.7466 data: 0.0002 max mem: 29860 [01:42:59.343664] Epoch: [16] [1860/2904] eta: 0:13:11 lr: 0.000998 loss: 0.2377 (0.2463) loss_rec_all: 0.2633 (0.2714) loss_rec_sfr: 0.3483 (0.3863) loss_cl: -0.2783 (-0.2785) time: 0.7466 data: 0.0002 max mem: 29860 [01:43:14.278036] Epoch: [16] [1880/2904] eta: 0:12:56 lr: 0.000999 loss: 0.2373 (0.2463) loss_rec_all: 0.2632 (0.2715) loss_rec_sfr: 0.3783 (0.3865) loss_cl: -0.2785 (-0.2785) time: 0.7467 data: 0.0002 max mem: 29860 [01:43:29.217412] Epoch: [16] [1900/2904] eta: 0:12:41 lr: 0.000999 loss: 0.2315 (0.2462) loss_rec_all: 0.2573 (0.2714) loss_rec_sfr: 0.3847 (0.3865) loss_cl: -0.2790 (-0.2785) time: 0.7469 data: 0.0002 max mem: 29860 [01:43:44.153988] Epoch: [16] [1920/2904] eta: 0:12:26 lr: 0.001000 loss: 0.2358 (0.2462) loss_rec_all: 0.2614 (0.2713) loss_rec_sfr: 0.3422 (0.3864) loss_cl: -0.2782 (-0.2785) time: 0.7468 data: 0.0002 max mem: 29860 [01:43:59.086582] Epoch: [16] [1940/2904] eta: 0:12:10 lr: 0.001000 loss: 0.2339 (0.2462) loss_rec_all: 0.2596 (0.2714) loss_rec_sfr: 0.3408 (0.3864) loss_cl: -0.2782 (-0.2785) time: 0.7466 data: 0.0002 max mem: 29860 [01:44:14.020832] Epoch: [16] [1960/2904] eta: 0:11:55 lr: 0.001000 loss: 0.2356 (0.2463) loss_rec_all: 0.2608 (0.2714) loss_rec_sfr: 0.3876 (0.3866) loss_cl: -0.2788 (-0.2785) time: 0.7467 data: 0.0002 max mem: 29860 [01:44:28.952129] Epoch: [16] [1980/2904] eta: 0:11:40 lr: 0.001001 loss: 0.2287 (0.2462) loss_rec_all: 0.2536 (0.2714) loss_rec_sfr: 0.3558 (0.3865) loss_cl: -0.2787 (-0.2785) time: 0.7465 data: 0.0002 max mem: 29860 [01:44:43.905344] Epoch: [16] [2000/2904] eta: 0:11:24 lr: 0.001001 loss: 0.2353 (0.2462) loss_rec_all: 0.2601 (0.2714) loss_rec_sfr: 0.3921 (0.3867) loss_cl: -0.2778 (-0.2785) time: 0.7476 data: 0.0002 max mem: 29860 [01:44:58.847036] Epoch: [16] [2020/2904] eta: 0:11:09 lr: 0.001002 loss: 0.2353 (0.2463) loss_rec_all: 0.2604 (0.2714) loss_rec_sfr: 0.3878 (0.3869) loss_cl: -0.2792 (-0.2785) time: 0.7470 data: 0.0002 max mem: 29860 [01:45:13.783292] Epoch: [16] [2040/2904] eta: 0:10:54 lr: 0.001002 loss: 0.2405 (0.2463) loss_rec_all: 0.2656 (0.2714) loss_rec_sfr: 0.3506 (0.3868) loss_cl: -0.2781 (-0.2785) time: 0.7468 data: 0.0002 max mem: 29860 [01:45:28.715156] Epoch: [16] [2060/2904] eta: 0:10:39 lr: 0.001003 loss: 0.2338 (0.2463) loss_rec_all: 0.2592 (0.2714) loss_rec_sfr: 0.3581 (0.3868) loss_cl: -0.2776 (-0.2784) time: 0.7466 data: 0.0002 max mem: 29860 [01:45:43.649961] Epoch: [16] [2080/2904] eta: 0:10:24 lr: 0.001003 loss: 0.2385 (0.2463) loss_rec_all: 0.2634 (0.2715) loss_rec_sfr: 0.3730 (0.3870) loss_cl: -0.2789 (-0.2784) time: 0.7467 data: 0.0002 max mem: 29860 [01:45:58.589824] Epoch: [16] [2100/2904] eta: 0:10:08 lr: 0.001003 loss: 0.2304 (0.2463) loss_rec_all: 0.2558 (0.2715) loss_rec_sfr: 0.3899 (0.3871) loss_cl: -0.2786 (-0.2784) time: 0.7470 data: 0.0002 max mem: 29860 [01:46:13.523656] Epoch: [16] [2120/2904] eta: 0:09:53 lr: 0.001004 loss: 0.2317 (0.2463) loss_rec_all: 0.2574 (0.2714) loss_rec_sfr: 0.3386 (0.3871) loss_cl: -0.2794 (-0.2785) time: 0.7467 data: 0.0002 max mem: 29860 [01:46:28.458601] Epoch: [16] [2140/2904] eta: 0:09:38 lr: 0.001004 loss: 0.2372 (0.2463) loss_rec_all: 0.2622 (0.2714) loss_rec_sfr: 0.3365 (0.3869) loss_cl: -0.2780 (-0.2785) time: 0.7467 data: 0.0002 max mem: 29860 [01:46:43.391295] Epoch: [16] [2160/2904] eta: 0:09:23 lr: 0.001005 loss: 0.2361 (0.2463) loss_rec_all: 0.2617 (0.2714) loss_rec_sfr: 0.3900 (0.3871) loss_cl: -0.2776 (-0.2784) time: 0.7466 data: 0.0002 max mem: 29860 [01:46:58.322209] Epoch: [16] [2180/2904] eta: 0:09:07 lr: 0.001005 loss: 0.2309 (0.2462) loss_rec_all: 0.2565 (0.2714) loss_rec_sfr: 0.3757 (0.3870) loss_cl: -0.2783 (-0.2784) time: 0.7465 data: 0.0002 max mem: 29860 [01:47:13.253295] Epoch: [16] [2200/2904] eta: 0:08:52 lr: 0.001005 loss: 0.2312 (0.2462) loss_rec_all: 0.2569 (0.2713) loss_rec_sfr: 0.3800 (0.3870) loss_cl: -0.2796 (-0.2785) time: 0.7465 data: 0.0002 max mem: 29860 [01:47:28.193306] Epoch: [16] [2220/2904] eta: 0:08:37 lr: 0.001006 loss: 0.2352 (0.2461) loss_rec_all: 0.2610 (0.2712) loss_rec_sfr: 0.3325 (0.3867) loss_cl: -0.2801 (-0.2785) time: 0.7470 data: 0.0002 max mem: 29860 [01:47:43.113226] Epoch: [16] [2240/2904] eta: 0:08:22 lr: 0.001006 loss: 0.2334 (0.2460) loss_rec_all: 0.2584 (0.2712) loss_rec_sfr: 0.3399 (0.3866) loss_cl: -0.2786 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [01:47:58.050270] Epoch: [16] [2260/2904] eta: 0:08:07 lr: 0.001007 loss: 0.2322 (0.2460) loss_rec_all: 0.2571 (0.2712) loss_rec_sfr: 0.3882 (0.3866) loss_cl: -0.2771 (-0.2785) time: 0.7468 data: 0.0002 max mem: 29860 [01:48:12.996309] Epoch: [16] [2280/2904] eta: 0:07:51 lr: 0.001007 loss: 0.2439 (0.2461) loss_rec_all: 0.2692 (0.2712) loss_rec_sfr: 0.3426 (0.3867) loss_cl: -0.2781 (-0.2784) time: 0.7473 data: 0.0002 max mem: 29860 [01:48:27.934747] Epoch: [16] [2300/2904] eta: 0:07:36 lr: 0.001008 loss: 0.2295 (0.2461) loss_rec_all: 0.2552 (0.2713) loss_rec_sfr: 0.3779 (0.3868) loss_cl: -0.2785 (-0.2784) time: 0.7469 data: 0.0002 max mem: 29860 [01:48:42.869026] Epoch: [16] [2320/2904] eta: 0:07:21 lr: 0.001008 loss: 0.2403 (0.2462) loss_rec_all: 0.2652 (0.2714) loss_rec_sfr: 0.3865 (0.3872) loss_cl: -0.2790 (-0.2785) time: 0.7467 data: 0.0002 max mem: 29860 [01:48:57.803050] Epoch: [16] [2340/2904] eta: 0:07:06 lr: 0.001008 loss: 0.2355 (0.2462) loss_rec_all: 0.2610 (0.2714) loss_rec_sfr: 0.3843 (0.3873) loss_cl: -0.2788 (-0.2785) time: 0.7467 data: 0.0002 max mem: 29860 [01:49:12.725640] Epoch: [16] [2360/2904] eta: 0:06:51 lr: 0.001009 loss: 0.2333 (0.2462) loss_rec_all: 0.2587 (0.2713) loss_rec_sfr: 0.3415 (0.3872) loss_cl: -0.2784 (-0.2785) time: 0.7461 data: 0.0002 max mem: 29860 [01:49:27.648558] Epoch: [16] [2380/2904] eta: 0:06:36 lr: 0.001009 loss: 0.2344 (0.2461) loss_rec_all: 0.2592 (0.2713) loss_rec_sfr: 0.3855 (0.3871) loss_cl: -0.2776 (-0.2784) time: 0.7461 data: 0.0002 max mem: 29860 [01:49:42.572203] Epoch: [16] [2400/2904] eta: 0:06:20 lr: 0.001010 loss: 0.2354 (0.2461) loss_rec_all: 0.2602 (0.2713) loss_rec_sfr: 0.3776 (0.3872) loss_cl: -0.2786 (-0.2784) time: 0.7461 data: 0.0002 max mem: 29860 [01:49:57.499402] Epoch: [16] [2420/2904] eta: 0:06:05 lr: 0.001010 loss: 0.2363 (0.2462) loss_rec_all: 0.2618 (0.2713) loss_rec_sfr: 0.3335 (0.3872) loss_cl: -0.2792 (-0.2785) time: 0.7463 data: 0.0002 max mem: 29860 [01:50:12.425508] Epoch: [16] [2440/2904] eta: 0:05:50 lr: 0.001010 loss: 0.2334 (0.2461) loss_rec_all: 0.2583 (0.2712) loss_rec_sfr: 0.3899 (0.3871) loss_cl: -0.2785 (-0.2785) time: 0.7463 data: 0.0002 max mem: 29860 [01:50:27.364327] Epoch: [16] [2460/2904] eta: 0:05:35 lr: 0.001011 loss: 0.2343 (0.2461) loss_rec_all: 0.2596 (0.2712) loss_rec_sfr: 0.3474 (0.3870) loss_cl: -0.2786 (-0.2785) time: 0.7469 data: 0.0002 max mem: 29860 [01:50:42.287557] Epoch: [16] [2480/2904] eta: 0:05:20 lr: 0.001011 loss: 0.2290 (0.2460) loss_rec_all: 0.2547 (0.2712) loss_rec_sfr: 0.3489 (0.3870) loss_cl: -0.2785 (-0.2785) time: 0.7461 data: 0.0002 max mem: 29860 [01:50:57.217812] Epoch: [16] [2500/2904] eta: 0:05:05 lr: 0.001012 loss: 0.2310 (0.2461) loss_rec_all: 0.2560 (0.2712) loss_rec_sfr: 0.3450 (0.3870) loss_cl: -0.2779 (-0.2784) time: 0.7465 data: 0.0002 max mem: 29860 [01:51:12.155100] Epoch: [16] [2520/2904] eta: 0:04:50 lr: 0.001012 loss: 0.2318 (0.2461) loss_rec_all: 0.2574 (0.2712) loss_rec_sfr: 0.3800 (0.3870) loss_cl: -0.2785 (-0.2785) time: 0.7468 data: 0.0002 max mem: 29860 [01:51:27.091166] Epoch: [16] [2540/2904] eta: 0:04:34 lr: 0.001012 loss: 0.2331 (0.2461) loss_rec_all: 0.2585 (0.2712) loss_rec_sfr: 0.3478 (0.3870) loss_cl: -0.2794 (-0.2785) time: 0.7468 data: 0.0002 max mem: 29860 [01:51:42.034817] Epoch: [16] [2560/2904] eta: 0:04:19 lr: 0.001013 loss: 0.2318 (0.2460) loss_rec_all: 0.2569 (0.2711) loss_rec_sfr: 0.3810 (0.3869) loss_cl: -0.2782 (-0.2785) time: 0.7471 data: 0.0002 max mem: 29860 [01:51:56.974831] Epoch: [16] [2580/2904] eta: 0:04:04 lr: 0.001013 loss: 0.2378 (0.2460) loss_rec_all: 0.2635 (0.2712) loss_rec_sfr: 0.3464 (0.3869) loss_cl: -0.2783 (-0.2785) time: 0.7470 data: 0.0002 max mem: 29860 [01:52:11.903504] Epoch: [16] [2600/2904] eta: 0:03:49 lr: 0.001014 loss: 0.2341 (0.2461) loss_rec_all: 0.2598 (0.2712) loss_rec_sfr: 0.3351 (0.3870) loss_cl: -0.2791 (-0.2785) time: 0.7464 data: 0.0002 max mem: 29860 [01:52:26.830607] Epoch: [16] [2620/2904] eta: 0:03:34 lr: 0.001014 loss: 0.2394 (0.2461) loss_rec_all: 0.2649 (0.2712) loss_rec_sfr: 0.3954 (0.3871) loss_cl: -0.2786 (-0.2785) time: 0.7463 data: 0.0002 max mem: 29860 [01:52:41.757872] Epoch: [16] [2640/2904] eta: 0:03:19 lr: 0.001015 loss: 0.2361 (0.2461) loss_rec_all: 0.2617 (0.2712) loss_rec_sfr: 0.3780 (0.3872) loss_cl: -0.2781 (-0.2785) time: 0.7463 data: 0.0002 max mem: 29860 [01:52:56.687700] Epoch: [16] [2660/2904] eta: 0:03:04 lr: 0.001015 loss: 0.2304 (0.2461) loss_rec_all: 0.2557 (0.2712) loss_rec_sfr: 0.3843 (0.3872) loss_cl: -0.2789 (-0.2785) time: 0.7465 data: 0.0002 max mem: 29860 [01:53:11.622224] Epoch: [16] [2680/2904] eta: 0:02:49 lr: 0.001015 loss: 0.2309 (0.2460) loss_rec_all: 0.2563 (0.2712) loss_rec_sfr: 0.3749 (0.3871) loss_cl: -0.2792 (-0.2785) time: 0.7467 data: 0.0002 max mem: 29860 [01:53:26.560233] Epoch: [16] [2700/2904] eta: 0:02:33 lr: 0.001016 loss: 0.2328 (0.2461) loss_rec_all: 0.2580 (0.2712) loss_rec_sfr: 0.3862 (0.3872) loss_cl: -0.2790 (-0.2785) time: 0.7469 data: 0.0002 max mem: 29860 [01:53:41.481854] Epoch: [16] [2720/2904] eta: 0:02:18 lr: 0.001016 loss: 0.2318 (0.2460) loss_rec_all: 0.2575 (0.2711) loss_rec_sfr: 0.3435 (0.3870) loss_cl: -0.2776 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [01:53:56.404101] Epoch: [16] [2740/2904] eta: 0:02:03 lr: 0.001017 loss: 0.2348 (0.2460) loss_rec_all: 0.2602 (0.2711) loss_rec_sfr: 0.3354 (0.3870) loss_cl: -0.2788 (-0.2785) time: 0.7461 data: 0.0002 max mem: 29860 [01:54:11.321280] Epoch: [16] [2760/2904] eta: 0:01:48 lr: 0.001017 loss: 0.2387 (0.2461) loss_rec_all: 0.2642 (0.2712) loss_rec_sfr: 0.3440 (0.3870) loss_cl: -0.2786 (-0.2785) time: 0.7458 data: 0.0002 max mem: 29860 [01:54:26.237543] Epoch: [16] [2780/2904] eta: 0:01:33 lr: 0.001017 loss: 0.2331 (0.2460) loss_rec_all: 0.2585 (0.2712) loss_rec_sfr: 0.3395 (0.3869) loss_cl: -0.2782 (-0.2785) time: 0.7458 data: 0.0002 max mem: 29860 [01:54:41.159267] Epoch: [16] [2800/2904] eta: 0:01:18 lr: 0.001018 loss: 0.2326 (0.2461) loss_rec_all: 0.2577 (0.2712) loss_rec_sfr: 0.3910 (0.3871) loss_cl: -0.2773 (-0.2784) time: 0.7460 data: 0.0002 max mem: 29860 [01:54:56.082594] Epoch: [16] [2820/2904] eta: 0:01:03 lr: 0.001018 loss: 0.2365 (0.2461) loss_rec_all: 0.2621 (0.2713) loss_rec_sfr: 0.3414 (0.3872) loss_cl: -0.2786 (-0.2785) time: 0.7461 data: 0.0002 max mem: 29860 [01:55:11.031484] Epoch: [16] [2840/2904] eta: 0:00:48 lr: 0.001019 loss: 0.2345 (0.2461) loss_rec_all: 0.2599 (0.2712) loss_rec_sfr: 0.3461 (0.3871) loss_cl: -0.2774 (-0.2784) time: 0.7474 data: 0.0023 max mem: 29860 [01:55:25.939331] Epoch: [16] [2860/2904] eta: 0:00:33 lr: 0.001019 loss: 0.2340 (0.2461) loss_rec_all: 0.2591 (0.2713) loss_rec_sfr: 0.3658 (0.3872) loss_cl: -0.2801 (-0.2785) time: 0.7454 data: 0.0001 max mem: 29860 [01:55:40.842486] Epoch: [16] [2880/2904] eta: 0:00:18 lr: 0.001020 loss: 0.2315 (0.2461) loss_rec_all: 0.2569 (0.2712) loss_rec_sfr: 0.3383 (0.3870) loss_cl: -0.2778 (-0.2785) time: 0.7451 data: 0.0001 max mem: 29860 [01:55:55.746686] Epoch: [16] [2900/2904] eta: 0:00:03 lr: 0.001020 loss: 0.2399 (0.2461) loss_rec_all: 0.2649 (0.2713) loss_rec_sfr: 0.4005 (0.3872) loss_cl: -0.2788 (-0.2785) time: 0.7452 data: 0.0001 max mem: 29860 [01:55:57.988787] Epoch: [16] [2903/2904] eta: 0:00:00 lr: 0.001020 loss: 0.2418 (0.2462) loss_rec_all: 0.2666 (0.2713) loss_rec_sfr: 0.4005 (0.3872) loss_cl: -0.2776 (-0.2785) time: 0.7450 data: 0.0001 max mem: 29860 [01:56:00.065671] Epoch: [16] Total time: 0:36:32 (0.7550 s / it) [01:56:00.069854] Averaged stats: lr: 0.001020 loss: 0.2418 (0.2477) loss_rec_all: 0.2666 (0.2705) loss_rec_sfr: 0.4005 (0.3853) loss_cl: -0.2776 (-0.2551) [01:56:00.074509] log_dir: ./checkpoint/VF2_ViT-B [01:56:16.961583] Epoch: [17] [ 0/2904] eta: 13:37:15 lr: 0.001020 loss: 0.2325 (0.2325) loss_rec_all: 0.2580 (0.2580) loss_rec_sfr: 0.3066 (0.3066) loss_cl: -0.2758 (-0.2758) time: 16.8856 data: 15.8549 max mem: 29860 [01:56:31.968749] Epoch: [17] [ 20/2904] eta: 1:12:59 lr: 0.001020 loss: 0.2319 (0.2419) loss_rec_all: 0.2568 (0.2670) loss_rec_sfr: 0.3527 (0.3794) loss_cl: -0.2774 (-0.2775) time: 0.7503 data: 0.0002 max mem: 29860 [01:56:46.845932] Epoch: [17] [ 40/2904] eta: 0:54:26 lr: 0.001021 loss: 0.2393 (0.2446) loss_rec_all: 0.2644 (0.2697) loss_rec_sfr: 0.3419 (0.3828) loss_cl: -0.2779 (-0.2779) time: 0.7438 data: 0.0002 max mem: 29860 [01:57:01.728121] Epoch: [17] [ 60/2904] eta: 0:47:54 lr: 0.001021 loss: 0.2345 (0.2438) loss_rec_all: 0.2601 (0.2689) loss_rec_sfr: 0.3360 (0.3795) loss_cl: -0.2780 (-0.2780) time: 0.7441 data: 0.0002 max mem: 29860 [01:57:16.616447] Epoch: [17] [ 80/2904] eta: 0:44:28 lr: 0.001022 loss: 0.2347 (0.2438) loss_rec_all: 0.2597 (0.2690) loss_rec_sfr: 0.3423 (0.3790) loss_cl: -0.2786 (-0.2782) time: 0.7444 data: 0.0002 max mem: 29860 [01:57:31.518688] Epoch: [17] [ 100/2904] eta: 0:42:18 lr: 0.001022 loss: 0.2273 (0.2423) loss_rec_all: 0.2531 (0.2675) loss_rec_sfr: 0.3688 (0.3787) loss_cl: -0.2786 (-0.2782) time: 0.7451 data: 0.0002 max mem: 29860 [01:57:46.454382] Epoch: [17] [ 120/2904] eta: 0:40:47 lr: 0.001022 loss: 0.2316 (0.2411) loss_rec_all: 0.2570 (0.2663) loss_rec_sfr: 0.3425 (0.3768) loss_cl: -0.2781 (-0.2782) time: 0.7467 data: 0.0002 max mem: 29860 [01:58:01.370504] Epoch: [17] [ 140/2904] eta: 0:39:37 lr: 0.001023 loss: 0.2344 (0.2428) loss_rec_all: 0.2599 (0.2679) loss_rec_sfr: 0.3472 (0.3806) loss_cl: -0.2788 (-0.2784) time: 0.7458 data: 0.0002 max mem: 29860 [01:58:16.312500] Epoch: [17] [ 160/2904] eta: 0:38:41 lr: 0.001023 loss: 0.2285 (0.2423) loss_rec_all: 0.2539 (0.2675) loss_rec_sfr: 0.3369 (0.3807) loss_cl: -0.2779 (-0.2783) time: 0.7471 data: 0.0002 max mem: 29860 [01:58:31.235973] Epoch: [17] [ 180/2904] eta: 0:37:54 lr: 0.001024 loss: 0.2320 (0.2425) loss_rec_all: 0.2575 (0.2676) loss_rec_sfr: 0.3434 (0.3807) loss_cl: -0.2780 (-0.2784) time: 0.7461 data: 0.0002 max mem: 29860 [01:58:46.161454] Epoch: [17] [ 200/2904] eta: 0:37:14 lr: 0.001024 loss: 0.2345 (0.2423) loss_rec_all: 0.2594 (0.2675) loss_rec_sfr: 0.3418 (0.3791) loss_cl: -0.2779 (-0.2784) time: 0.7462 data: 0.0002 max mem: 29860 [01:59:01.084067] Epoch: [17] [ 220/2904] eta: 0:36:38 lr: 0.001025 loss: 0.2401 (0.2438) loss_rec_all: 0.2655 (0.2690) loss_rec_sfr: 0.3399 (0.3814) loss_cl: -0.2779 (-0.2783) time: 0.7461 data: 0.0002 max mem: 29860 [01:59:16.007748] Epoch: [17] [ 240/2904] eta: 0:36:05 lr: 0.001025 loss: 0.2364 (0.2445) loss_rec_all: 0.2611 (0.2696) loss_rec_sfr: 0.3747 (0.3838) loss_cl: -0.2790 (-0.2785) time: 0.7461 data: 0.0002 max mem: 29860 [01:59:30.929081] Epoch: [17] [ 260/2904] eta: 0:35:35 lr: 0.001025 loss: 0.2283 (0.2439) loss_rec_all: 0.2539 (0.2691) loss_rec_sfr: 0.3336 (0.3826) loss_cl: -0.2780 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [01:59:45.850133] Epoch: [17] [ 280/2904] eta: 0:35:08 lr: 0.001026 loss: 0.2314 (0.2436) loss_rec_all: 0.2565 (0.2688) loss_rec_sfr: 0.3741 (0.3824) loss_cl: -0.2776 (-0.2784) time: 0.7460 data: 0.0002 max mem: 29860 [02:00:00.768871] Epoch: [17] [ 300/2904] eta: 0:34:42 lr: 0.001026 loss: 0.2301 (0.2432) loss_rec_all: 0.2551 (0.2683) loss_rec_sfr: 0.3359 (0.3814) loss_cl: -0.2774 (-0.2784) time: 0.7459 data: 0.0002 max mem: 29860 [02:00:15.698965] Epoch: [17] [ 320/2904] eta: 0:34:17 lr: 0.001027 loss: 0.2341 (0.2432) loss_rec_all: 0.2592 (0.2683) loss_rec_sfr: 0.3654 (0.3813) loss_cl: -0.2784 (-0.2784) time: 0.7465 data: 0.0002 max mem: 29860 [02:00:30.620875] Epoch: [17] [ 340/2904] eta: 0:33:54 lr: 0.001027 loss: 0.2350 (0.2433) loss_rec_all: 0.2606 (0.2684) loss_rec_sfr: 0.3383 (0.3807) loss_cl: -0.2803 (-0.2785) time: 0.7461 data: 0.0002 max mem: 29860 [02:00:45.539059] Epoch: [17] [ 360/2904] eta: 0:33:31 lr: 0.001027 loss: 0.2388 (0.2435) loss_rec_all: 0.2643 (0.2687) loss_rec_sfr: 0.3387 (0.3804) loss_cl: -0.2792 (-0.2785) time: 0.7459 data: 0.0002 max mem: 29860 [02:01:00.466629] Epoch: [17] [ 380/2904] eta: 0:33:09 lr: 0.001028 loss: 0.2360 (0.2440) loss_rec_all: 0.2610 (0.2692) loss_rec_sfr: 0.3890 (0.3821) loss_cl: -0.2780 (-0.2785) time: 0.7463 data: 0.0002 max mem: 29860 [02:01:15.388889] Epoch: [17] [ 400/2904] eta: 0:32:48 lr: 0.001028 loss: 0.2411 (0.2447) loss_rec_all: 0.2664 (0.2699) loss_rec_sfr: 0.3773 (0.3837) loss_cl: -0.2775 (-0.2784) time: 0.7461 data: 0.0002 max mem: 29860 [02:01:30.311601] Epoch: [17] [ 420/2904] eta: 0:32:28 lr: 0.001029 loss: 0.2336 (0.2451) loss_rec_all: 0.2583 (0.2702) loss_rec_sfr: 0.3485 (0.3846) loss_cl: -0.2779 (-0.2784) time: 0.7461 data: 0.0002 max mem: 29860 [02:01:45.232115] Epoch: [17] [ 440/2904] eta: 0:32:08 lr: 0.001029 loss: 0.2308 (0.2448) loss_rec_all: 0.2563 (0.2700) loss_rec_sfr: 0.3377 (0.3836) loss_cl: -0.2790 (-0.2784) time: 0.7460 data: 0.0002 max mem: 29860 [02:02:00.153149] Epoch: [17] [ 460/2904] eta: 0:31:48 lr: 0.001030 loss: 0.2352 (0.2451) loss_rec_all: 0.2604 (0.2702) loss_rec_sfr: 0.3621 (0.3844) loss_cl: -0.2798 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [02:02:15.075371] Epoch: [17] [ 480/2904] eta: 0:31:29 lr: 0.001030 loss: 0.2322 (0.2451) loss_rec_all: 0.2579 (0.2702) loss_rec_sfr: 0.3434 (0.3845) loss_cl: -0.2788 (-0.2785) time: 0.7461 data: 0.0002 max mem: 29860 [02:02:30.000244] Epoch: [17] [ 500/2904] eta: 0:31:10 lr: 0.001030 loss: 0.2361 (0.2451) loss_rec_all: 0.2608 (0.2703) loss_rec_sfr: 0.3753 (0.3848) loss_cl: -0.2784 (-0.2784) time: 0.7462 data: 0.0002 max mem: 29860 [02:02:44.923443] Epoch: [17] [ 520/2904] eta: 0:30:52 lr: 0.001031 loss: 0.2365 (0.2451) loss_rec_all: 0.2613 (0.2703) loss_rec_sfr: 0.3387 (0.3844) loss_cl: -0.2771 (-0.2784) time: 0.7461 data: 0.0002 max mem: 29860 [02:02:59.841881] Epoch: [17] [ 540/2904] eta: 0:30:34 lr: 0.001031 loss: 0.2312 (0.2446) loss_rec_all: 0.2562 (0.2698) loss_rec_sfr: 0.3307 (0.3830) loss_cl: -0.2788 (-0.2784) time: 0.7459 data: 0.0002 max mem: 29860 [02:03:14.760978] Epoch: [17] [ 560/2904] eta: 0:30:16 lr: 0.001032 loss: 0.2336 (0.2449) loss_rec_all: 0.2589 (0.2700) loss_rec_sfr: 0.3799 (0.3836) loss_cl: -0.2798 (-0.2785) time: 0.7459 data: 0.0002 max mem: 29860 [02:03:29.685714] Epoch: [17] [ 580/2904] eta: 0:29:58 lr: 0.001032 loss: 0.2323 (0.2448) loss_rec_all: 0.2571 (0.2700) loss_rec_sfr: 0.3738 (0.3837) loss_cl: -0.2779 (-0.2784) time: 0.7462 data: 0.0002 max mem: 29860 [02:03:44.610173] Epoch: [17] [ 600/2904] eta: 0:29:40 lr: 0.001032 loss: 0.2298 (0.2447) loss_rec_all: 0.2553 (0.2699) loss_rec_sfr: 0.3871 (0.3839) loss_cl: -0.2788 (-0.2785) time: 0.7462 data: 0.0002 max mem: 29860 [02:03:59.529324] Epoch: [17] [ 620/2904] eta: 0:29:23 lr: 0.001033 loss: 0.2323 (0.2446) loss_rec_all: 0.2573 (0.2697) loss_rec_sfr: 0.3818 (0.3838) loss_cl: -0.2779 (-0.2784) time: 0.7459 data: 0.0002 max mem: 29860 [02:04:14.450225] Epoch: [17] [ 640/2904] eta: 0:29:06 lr: 0.001033 loss: 0.2320 (0.2447) loss_rec_all: 0.2571 (0.2698) loss_rec_sfr: 0.3391 (0.3839) loss_cl: -0.2780 (-0.2784) time: 0.7460 data: 0.0002 max mem: 29860 [02:04:29.371792] Epoch: [17] [ 660/2904] eta: 0:28:48 lr: 0.001034 loss: 0.2312 (0.2447) loss_rec_all: 0.2565 (0.2698) loss_rec_sfr: 0.3337 (0.3838) loss_cl: -0.2798 (-0.2784) time: 0.7460 data: 0.0002 max mem: 29860 [02:04:44.295701] Epoch: [17] [ 680/2904] eta: 0:28:31 lr: 0.001034 loss: 0.2371 (0.2448) loss_rec_all: 0.2624 (0.2700) loss_rec_sfr: 0.3462 (0.3843) loss_cl: -0.2781 (-0.2784) time: 0.7462 data: 0.0002 max mem: 29860 [02:04:59.221938] Epoch: [17] [ 700/2904] eta: 0:28:15 lr: 0.001034 loss: 0.2277 (0.2447) loss_rec_all: 0.2534 (0.2698) loss_rec_sfr: 0.3684 (0.3842) loss_cl: -0.2775 (-0.2784) time: 0.7463 data: 0.0002 max mem: 29860 [02:05:14.148274] Epoch: [17] [ 720/2904] eta: 0:27:58 lr: 0.001035 loss: 0.2297 (0.2445) loss_rec_all: 0.2548 (0.2697) loss_rec_sfr: 0.3740 (0.3840) loss_cl: -0.2790 (-0.2784) time: 0.7463 data: 0.0002 max mem: 29860 [02:05:29.073543] Epoch: [17] [ 740/2904] eta: 0:27:41 lr: 0.001035 loss: 0.2365 (0.2444) loss_rec_all: 0.2618 (0.2696) loss_rec_sfr: 0.3435 (0.3836) loss_cl: -0.2788 (-0.2784) time: 0.7462 data: 0.0002 max mem: 29860 [02:05:43.997097] Epoch: [17] [ 760/2904] eta: 0:27:25 lr: 0.001036 loss: 0.2342 (0.2444) loss_rec_all: 0.2594 (0.2696) loss_rec_sfr: 0.3352 (0.3832) loss_cl: -0.2784 (-0.2784) time: 0.7461 data: 0.0002 max mem: 29860 [02:05:58.919722] Epoch: [17] [ 780/2904] eta: 0:27:08 lr: 0.001036 loss: 0.2331 (0.2443) loss_rec_all: 0.2584 (0.2694) loss_rec_sfr: 0.3353 (0.3827) loss_cl: -0.2791 (-0.2784) time: 0.7461 data: 0.0002 max mem: 29860 [02:06:13.841558] Epoch: [17] [ 800/2904] eta: 0:26:52 lr: 0.001037 loss: 0.2352 (0.2444) loss_rec_all: 0.2603 (0.2696) loss_rec_sfr: 0.3816 (0.3832) loss_cl: -0.2779 (-0.2784) time: 0.7461 data: 0.0002 max mem: 29860 [02:06:28.764095] Epoch: [17] [ 820/2904] eta: 0:26:35 lr: 0.001037 loss: 0.2326 (0.2443) loss_rec_all: 0.2577 (0.2695) loss_rec_sfr: 0.3619 (0.3831) loss_cl: -0.2784 (-0.2784) time: 0.7461 data: 0.0002 max mem: 29860 [02:06:43.683650] Epoch: [17] [ 840/2904] eta: 0:26:19 lr: 0.001037 loss: 0.2301 (0.2442) loss_rec_all: 0.2556 (0.2694) loss_rec_sfr: 0.3326 (0.3827) loss_cl: -0.2781 (-0.2784) time: 0.7459 data: 0.0002 max mem: 29860 [02:06:58.598023] Epoch: [17] [ 860/2904] eta: 0:26:03 lr: 0.001038 loss: 0.2383 (0.2443) loss_rec_all: 0.2640 (0.2694) loss_rec_sfr: 0.3345 (0.3824) loss_cl: -0.2791 (-0.2784) time: 0.7457 data: 0.0002 max mem: 29860 [02:07:13.519706] Epoch: [17] [ 880/2904] eta: 0:25:47 lr: 0.001038 loss: 0.2314 (0.2445) loss_rec_all: 0.2571 (0.2697) loss_rec_sfr: 0.3825 (0.3829) loss_cl: -0.2781 (-0.2784) time: 0.7460 data: 0.0002 max mem: 29860 [02:07:28.449593] Epoch: [17] [ 900/2904] eta: 0:25:30 lr: 0.001039 loss: 0.2347 (0.2445) loss_rec_all: 0.2598 (0.2697) loss_rec_sfr: 0.3929 (0.3831) loss_cl: -0.2787 (-0.2784) time: 0.7465 data: 0.0002 max mem: 29860 [02:07:43.368314] Epoch: [17] [ 920/2904] eta: 0:25:14 lr: 0.001039 loss: 0.2331 (0.2445) loss_rec_all: 0.2583 (0.2696) loss_rec_sfr: 0.3410 (0.3829) loss_cl: -0.2783 (-0.2784) time: 0.7459 data: 0.0002 max mem: 29860 [02:07:58.282955] Epoch: [17] [ 940/2904] eta: 0:24:58 lr: 0.001039 loss: 0.2295 (0.2443) loss_rec_all: 0.2545 (0.2695) loss_rec_sfr: 0.3415 (0.3825) loss_cl: -0.2783 (-0.2784) time: 0.7457 data: 0.0002 max mem: 29860 [02:08:13.196016] Epoch: [17] [ 960/2904] eta: 0:24:42 lr: 0.001040 loss: 0.2306 (0.2442) loss_rec_all: 0.2559 (0.2693) loss_rec_sfr: 0.3462 (0.3823) loss_cl: -0.2796 (-0.2784) time: 0.7456 data: 0.0002 max mem: 29860 [02:08:28.117046] Epoch: [17] [ 980/2904] eta: 0:24:27 lr: 0.001040 loss: 0.2318 (0.2440) loss_rec_all: 0.2568 (0.2691) loss_rec_sfr: 0.3782 (0.3820) loss_cl: -0.2785 (-0.2784) time: 0.7460 data: 0.0002 max mem: 29860 [02:08:43.039112] Epoch: [17] [1000/2904] eta: 0:24:11 lr: 0.001041 loss: 0.2342 (0.2442) loss_rec_all: 0.2597 (0.2693) loss_rec_sfr: 0.3376 (0.3824) loss_cl: -0.2786 (-0.2784) time: 0.7461 data: 0.0002 max mem: 29860 [02:08:57.968759] Epoch: [17] [1020/2904] eta: 0:23:55 lr: 0.001041 loss: 0.2302 (0.2440) loss_rec_all: 0.2557 (0.2692) loss_rec_sfr: 0.3407 (0.3822) loss_cl: -0.2794 (-0.2784) time: 0.7464 data: 0.0002 max mem: 29860 [02:09:12.891163] Epoch: [17] [1040/2904] eta: 0:23:39 lr: 0.001041 loss: 0.2326 (0.2442) loss_rec_all: 0.2579 (0.2693) loss_rec_sfr: 0.3454 (0.3826) loss_cl: -0.2788 (-0.2784) time: 0.7461 data: 0.0002 max mem: 29860 [02:09:27.811610] Epoch: [17] [1060/2904] eta: 0:23:23 lr: 0.001042 loss: 0.2314 (0.2442) loss_rec_all: 0.2564 (0.2694) loss_rec_sfr: 0.3961 (0.3830) loss_cl: -0.2779 (-0.2784) time: 0.7460 data: 0.0002 max mem: 29860 [02:09:42.730892] Epoch: [17] [1080/2904] eta: 0:23:08 lr: 0.001042 loss: 0.2286 (0.2441) loss_rec_all: 0.2544 (0.2693) loss_rec_sfr: 0.3639 (0.3829) loss_cl: -0.2784 (-0.2784) time: 0.7459 data: 0.0002 max mem: 29860 [02:09:57.647237] Epoch: [17] [1100/2904] eta: 0:22:52 lr: 0.001043 loss: 0.2317 (0.2441) loss_rec_all: 0.2569 (0.2692) loss_rec_sfr: 0.3387 (0.3828) loss_cl: -0.2794 (-0.2784) time: 0.7458 data: 0.0002 max mem: 29860 [02:10:12.566847] Epoch: [17] [1120/2904] eta: 0:22:36 lr: 0.001043 loss: 0.2296 (0.2440) loss_rec_all: 0.2554 (0.2692) loss_rec_sfr: 0.3826 (0.3827) loss_cl: -0.2787 (-0.2785) time: 0.7459 data: 0.0002 max mem: 29860 [02:10:27.483324] Epoch: [17] [1140/2904] eta: 0:22:20 lr: 0.001044 loss: 0.2331 (0.2440) loss_rec_all: 0.2581 (0.2692) loss_rec_sfr: 0.3412 (0.3828) loss_cl: -0.2775 (-0.2784) time: 0.7458 data: 0.0002 max mem: 29860 [02:10:42.405000] Epoch: [17] [1160/2904] eta: 0:22:05 lr: 0.001044 loss: 0.2320 (0.2442) loss_rec_all: 0.2569 (0.2694) loss_rec_sfr: 0.3915 (0.3833) loss_cl: -0.2776 (-0.2784) time: 0.7460 data: 0.0002 max mem: 29860 [02:10:57.329597] Epoch: [17] [1180/2904] eta: 0:21:49 lr: 0.001044 loss: 0.2297 (0.2441) loss_rec_all: 0.2549 (0.2692) loss_rec_sfr: 0.3360 (0.3829) loss_cl: -0.2796 (-0.2784) time: 0.7462 data: 0.0002 max mem: 29860 [02:11:12.251352] Epoch: [17] [1200/2904] eta: 0:21:34 lr: 0.001045 loss: 0.2321 (0.2441) loss_rec_all: 0.2578 (0.2693) loss_rec_sfr: 0.3445 (0.3829) loss_cl: -0.2793 (-0.2784) time: 0.7460 data: 0.0002 max mem: 29860 [02:11:27.171798] Epoch: [17] [1220/2904] eta: 0:21:18 lr: 0.001045 loss: 0.2394 (0.2443) loss_rec_all: 0.2650 (0.2694) loss_rec_sfr: 0.3783 (0.3834) loss_cl: -0.2783 (-0.2784) time: 0.7460 data: 0.0002 max mem: 29860 [02:11:42.092035] Epoch: [17] [1240/2904] eta: 0:21:03 lr: 0.001046 loss: 0.2323 (0.2442) loss_rec_all: 0.2571 (0.2694) loss_rec_sfr: 0.3676 (0.3834) loss_cl: -0.2773 (-0.2784) time: 0.7460 data: 0.0002 max mem: 29860 [02:11:57.016196] Epoch: [17] [1260/2904] eta: 0:20:47 lr: 0.001046 loss: 0.2376 (0.2443) loss_rec_all: 0.2631 (0.2694) loss_rec_sfr: 0.3848 (0.3836) loss_cl: -0.2780 (-0.2784) time: 0.7462 data: 0.0002 max mem: 29860 [02:12:11.930044] Epoch: [17] [1280/2904] eta: 0:20:32 lr: 0.001046 loss: 0.2315 (0.2443) loss_rec_all: 0.2572 (0.2694) loss_rec_sfr: 0.3333 (0.3835) loss_cl: -0.2789 (-0.2784) time: 0.7457 data: 0.0002 max mem: 29860 [02:12:26.844055] Epoch: [17] [1300/2904] eta: 0:20:16 lr: 0.001047 loss: 0.2285 (0.2444) loss_rec_all: 0.2535 (0.2696) loss_rec_sfr: 0.3937 (0.3842) loss_cl: -0.2793 (-0.2784) time: 0.7457 data: 0.0002 max mem: 29860 [02:12:41.764859] Epoch: [17] [1320/2904] eta: 0:20:01 lr: 0.001047 loss: 0.2306 (0.2443) loss_rec_all: 0.2562 (0.2695) loss_rec_sfr: 0.3435 (0.3840) loss_cl: -0.2786 (-0.2784) time: 0.7460 data: 0.0002 max mem: 29860 [02:12:56.686712] Epoch: [17] [1340/2904] eta: 0:19:45 lr: 0.001048 loss: 0.2323 (0.2443) loss_rec_all: 0.2580 (0.2695) loss_rec_sfr: 0.3837 (0.3842) loss_cl: -0.2778 (-0.2784) time: 0.7460 data: 0.0002 max mem: 29860 [02:13:11.609055] Epoch: [17] [1360/2904] eta: 0:19:30 lr: 0.001048 loss: 0.2312 (0.2443) loss_rec_all: 0.2567 (0.2695) loss_rec_sfr: 0.3743 (0.3843) loss_cl: -0.2779 (-0.2784) time: 0.7461 data: 0.0002 max mem: 29860 [02:13:26.536281] Epoch: [17] [1380/2904] eta: 0:19:14 lr: 0.001049 loss: 0.2279 (0.2442) loss_rec_all: 0.2534 (0.2693) loss_rec_sfr: 0.3353 (0.3836) loss_cl: -0.2784 (-0.2784) time: 0.7463 data: 0.0002 max mem: 29860 [02:13:41.460525] Epoch: [17] [1400/2904] eta: 0:18:59 lr: 0.001049 loss: 0.2319 (0.2443) loss_rec_all: 0.2568 (0.2694) loss_rec_sfr: 0.3867 (0.3840) loss_cl: -0.2788 (-0.2784) time: 0.7462 data: 0.0002 max mem: 29860 [02:13:56.379203] Epoch: [17] [1420/2904] eta: 0:18:43 lr: 0.001049 loss: 0.2305 (0.2442) loss_rec_all: 0.2560 (0.2693) loss_rec_sfr: 0.3776 (0.3839) loss_cl: -0.2792 (-0.2784) time: 0.7459 data: 0.0002 max mem: 29860 [02:14:11.292515] Epoch: [17] [1440/2904] eta: 0:18:28 lr: 0.001050 loss: 0.2287 (0.2441) loss_rec_all: 0.2542 (0.2692) loss_rec_sfr: 0.3447 (0.3837) loss_cl: -0.2792 (-0.2784) time: 0.7456 data: 0.0002 max mem: 29860 [02:14:26.215588] Epoch: [17] [1460/2904] eta: 0:18:13 lr: 0.001050 loss: 0.2285 (0.2439) loss_rec_all: 0.2540 (0.2691) loss_rec_sfr: 0.3353 (0.3834) loss_cl: -0.2781 (-0.2784) time: 0.7461 data: 0.0002 max mem: 29860 [02:14:41.129788] Epoch: [17] [1480/2904] eta: 0:17:57 lr: 0.001051 loss: 0.2281 (0.2438) loss_rec_all: 0.2532 (0.2690) loss_rec_sfr: 0.3812 (0.3833) loss_cl: -0.2783 (-0.2784) time: 0.7457 data: 0.0002 max mem: 29860 [02:14:56.044773] Epoch: [17] [1500/2904] eta: 0:17:42 lr: 0.001051 loss: 0.2354 (0.2438) loss_rec_all: 0.2604 (0.2690) loss_rec_sfr: 0.3352 (0.3832) loss_cl: -0.2779 (-0.2784) time: 0.7457 data: 0.0002 max mem: 29860 [02:15:10.963967] Epoch: [17] [1520/2904] eta: 0:17:27 lr: 0.001051 loss: 0.2310 (0.2438) loss_rec_all: 0.2567 (0.2690) loss_rec_sfr: 0.3347 (0.3831) loss_cl: -0.2789 (-0.2784) time: 0.7459 data: 0.0002 max mem: 29860 [02:15:25.884418] Epoch: [17] [1540/2904] eta: 0:17:11 lr: 0.001052 loss: 0.2312 (0.2438) loss_rec_all: 0.2566 (0.2690) loss_rec_sfr: 0.3761 (0.3833) loss_cl: -0.2788 (-0.2784) time: 0.7460 data: 0.0002 max mem: 29860 [02:15:40.803449] Epoch: [17] [1560/2904] eta: 0:16:56 lr: 0.001052 loss: 0.2283 (0.2436) loss_rec_all: 0.2538 (0.2688) loss_rec_sfr: 0.3360 (0.3828) loss_cl: -0.2788 (-0.2784) time: 0.7459 data: 0.0002 max mem: 29860 [02:15:55.725160] Epoch: [17] [1580/2904] eta: 0:16:41 lr: 0.001053 loss: 0.2296 (0.2436) loss_rec_all: 0.2555 (0.2687) loss_rec_sfr: 0.3605 (0.3827) loss_cl: -0.2781 (-0.2784) time: 0.7460 data: 0.0002 max mem: 29860 [02:16:10.638027] Epoch: [17] [1600/2904] eta: 0:16:25 lr: 0.001053 loss: 0.2281 (0.2435) loss_rec_all: 0.2538 (0.2686) loss_rec_sfr: 0.3315 (0.3825) loss_cl: -0.2785 (-0.2784) time: 0.7456 data: 0.0002 max mem: 29860 [02:16:25.555580] Epoch: [17] [1620/2904] eta: 0:16:10 lr: 0.001053 loss: 0.2305 (0.2434) loss_rec_all: 0.2558 (0.2685) loss_rec_sfr: 0.3408 (0.3822) loss_cl: -0.2779 (-0.2784) time: 0.7458 data: 0.0002 max mem: 29860 [02:16:40.475136] Epoch: [17] [1640/2904] eta: 0:15:55 lr: 0.001054 loss: 0.2324 (0.2434) loss_rec_all: 0.2575 (0.2686) loss_rec_sfr: 0.3381 (0.3823) loss_cl: -0.2790 (-0.2784) time: 0.7459 data: 0.0002 max mem: 29860 [02:16:55.393606] Epoch: [17] [1660/2904] eta: 0:15:40 lr: 0.001054 loss: 0.2318 (0.2435) loss_rec_all: 0.2574 (0.2687) loss_rec_sfr: 0.3715 (0.3825) loss_cl: -0.2791 (-0.2784) time: 0.7459 data: 0.0002 max mem: 29860 [02:17:10.312667] Epoch: [17] [1680/2904] eta: 0:15:24 lr: 0.001055 loss: 0.2353 (0.2435) loss_rec_all: 0.2607 (0.2687) loss_rec_sfr: 0.3303 (0.3825) loss_cl: -0.2781 (-0.2784) time: 0.7459 data: 0.0002 max mem: 29860 [02:17:25.228398] Epoch: [17] [1700/2904] eta: 0:15:09 lr: 0.001055 loss: 0.2305 (0.2435) loss_rec_all: 0.2555 (0.2686) loss_rec_sfr: 0.3407 (0.3824) loss_cl: -0.2781 (-0.2784) time: 0.7457 data: 0.0002 max mem: 29860 [02:17:40.147003] Epoch: [17] [1720/2904] eta: 0:14:54 lr: 0.001056 loss: 0.2358 (0.2435) loss_rec_all: 0.2614 (0.2687) loss_rec_sfr: 0.3934 (0.3826) loss_cl: -0.2780 (-0.2784) time: 0.7459 data: 0.0002 max mem: 29860 [02:17:55.070273] Epoch: [17] [1740/2904] eta: 0:14:39 lr: 0.001056 loss: 0.2301 (0.2434) loss_rec_all: 0.2554 (0.2686) loss_rec_sfr: 0.3352 (0.3824) loss_cl: -0.2788 (-0.2784) time: 0.7461 data: 0.0002 max mem: 29860 [02:18:09.987983] Epoch: [17] [1760/2904] eta: 0:14:23 lr: 0.001056 loss: 0.2341 (0.2435) loss_rec_all: 0.2592 (0.2686) loss_rec_sfr: 0.3868 (0.3826) loss_cl: -0.2786 (-0.2784) time: 0.7458 data: 0.0002 max mem: 29860 [02:18:24.906375] Epoch: [17] [1780/2904] eta: 0:14:08 lr: 0.001057 loss: 0.2310 (0.2435) loss_rec_all: 0.2562 (0.2687) loss_rec_sfr: 0.3536 (0.3827) loss_cl: -0.2791 (-0.2784) time: 0.7459 data: 0.0002 max mem: 29860 [02:18:39.830489] Epoch: [17] [1800/2904] eta: 0:13:53 lr: 0.001057 loss: 0.2281 (0.2434) loss_rec_all: 0.2535 (0.2686) loss_rec_sfr: 0.3285 (0.3825) loss_cl: -0.2781 (-0.2784) time: 0.7462 data: 0.0002 max mem: 29860 [02:18:54.751809] Epoch: [17] [1820/2904] eta: 0:13:38 lr: 0.001058 loss: 0.2251 (0.2433) loss_rec_all: 0.2509 (0.2685) loss_rec_sfr: 0.3244 (0.3821) loss_cl: -0.2784 (-0.2784) time: 0.7460 data: 0.0002 max mem: 29860 [02:19:09.671417] Epoch: [17] [1840/2904] eta: 0:13:23 lr: 0.001058 loss: 0.2295 (0.2434) loss_rec_all: 0.2551 (0.2685) loss_rec_sfr: 0.3744 (0.3823) loss_cl: -0.2787 (-0.2784) time: 0.7459 data: 0.0002 max mem: 29860 [02:19:24.593303] Epoch: [17] [1860/2904] eta: 0:13:07 lr: 0.001058 loss: 0.2322 (0.2434) loss_rec_all: 0.2572 (0.2685) loss_rec_sfr: 0.3304 (0.3820) loss_cl: -0.2788 (-0.2784) time: 0.7461 data: 0.0002 max mem: 29860 [02:19:39.511194] Epoch: [17] [1880/2904] eta: 0:12:52 lr: 0.001059 loss: 0.2311 (0.2433) loss_rec_all: 0.2562 (0.2684) loss_rec_sfr: 0.3347 (0.3817) loss_cl: -0.2784 (-0.2784) time: 0.7459 data: 0.0002 max mem: 29860 [02:19:54.431835] Epoch: [17] [1900/2904] eta: 0:12:37 lr: 0.001059 loss: 0.2291 (0.2433) loss_rec_all: 0.2540 (0.2684) loss_rec_sfr: 0.3423 (0.3817) loss_cl: -0.2786 (-0.2784) time: 0.7460 data: 0.0002 max mem: 29860 [02:20:09.351030] Epoch: [17] [1920/2904] eta: 0:12:22 lr: 0.001060 loss: 0.2370 (0.2434) loss_rec_all: 0.2626 (0.2685) loss_rec_sfr: 0.3822 (0.3820) loss_cl: -0.2784 (-0.2784) time: 0.7459 data: 0.0002 max mem: 29860 [02:20:24.269238] Epoch: [17] [1940/2904] eta: 0:12:07 lr: 0.001060 loss: 0.2303 (0.2433) loss_rec_all: 0.2553 (0.2685) loss_rec_sfr: 0.3314 (0.3818) loss_cl: -0.2785 (-0.2784) time: 0.7459 data: 0.0002 max mem: 29860 [02:20:39.193238] Epoch: [17] [1960/2904] eta: 0:11:51 lr: 0.001060 loss: 0.2403 (0.2434) loss_rec_all: 0.2659 (0.2686) loss_rec_sfr: 0.3380 (0.3819) loss_cl: -0.2779 (-0.2784) time: 0.7462 data: 0.0002 max mem: 29860 [02:20:54.111359] Epoch: [17] [1980/2904] eta: 0:11:36 lr: 0.001061 loss: 0.2357 (0.2433) loss_rec_all: 0.2611 (0.2685) loss_rec_sfr: 0.3356 (0.3816) loss_cl: -0.2785 (-0.2784) time: 0.7459 data: 0.0002 max mem: 29860 [02:21:09.031803] Epoch: [17] [2000/2904] eta: 0:11:21 lr: 0.001061 loss: 0.2329 (0.2434) loss_rec_all: 0.2579 (0.2686) loss_rec_sfr: 0.3993 (0.3819) loss_cl: -0.2793 (-0.2784) time: 0.7460 data: 0.0002 max mem: 29860 [02:21:23.952733] Epoch: [17] [2020/2904] eta: 0:11:06 lr: 0.001062 loss: 0.2315 (0.2434) loss_rec_all: 0.2568 (0.2686) loss_rec_sfr: 0.3490 (0.3820) loss_cl: -0.2797 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [02:21:38.869324] Epoch: [17] [2040/2904] eta: 0:10:51 lr: 0.001062 loss: 0.2267 (0.2433) loss_rec_all: 0.2522 (0.2685) loss_rec_sfr: 0.3463 (0.3819) loss_cl: -0.2788 (-0.2785) time: 0.7458 data: 0.0002 max mem: 29860 [02:21:53.783832] Epoch: [17] [2060/2904] eta: 0:10:36 lr: 0.001063 loss: 0.2315 (0.2433) loss_rec_all: 0.2570 (0.2685) loss_rec_sfr: 0.3468 (0.3818) loss_cl: -0.2782 (-0.2784) time: 0.7457 data: 0.0002 max mem: 29860 [02:22:08.706817] Epoch: [17] [2080/2904] eta: 0:10:21 lr: 0.001063 loss: 0.2332 (0.2433) loss_rec_all: 0.2582 (0.2685) loss_rec_sfr: 0.3368 (0.3818) loss_cl: -0.2778 (-0.2784) time: 0.7461 data: 0.0002 max mem: 29860 [02:22:23.628351] Epoch: [17] [2100/2904] eta: 0:10:05 lr: 0.001063 loss: 0.2334 (0.2433) loss_rec_all: 0.2586 (0.2684) loss_rec_sfr: 0.3743 (0.3818) loss_cl: -0.2791 (-0.2784) time: 0.7460 data: 0.0002 max mem: 29860 [02:22:38.547860] Epoch: [17] [2120/2904] eta: 0:09:50 lr: 0.001064 loss: 0.2317 (0.2432) loss_rec_all: 0.2571 (0.2684) loss_rec_sfr: 0.3805 (0.3819) loss_cl: -0.2793 (-0.2784) time: 0.7459 data: 0.0002 max mem: 29860 [02:22:53.468961] Epoch: [17] [2140/2904] eta: 0:09:35 lr: 0.001064 loss: 0.2331 (0.2432) loss_rec_all: 0.2588 (0.2684) loss_rec_sfr: 0.3386 (0.3818) loss_cl: -0.2796 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [02:23:08.390462] Epoch: [17] [2160/2904] eta: 0:09:20 lr: 0.001065 loss: 0.2307 (0.2432) loss_rec_all: 0.2558 (0.2684) loss_rec_sfr: 0.3402 (0.3817) loss_cl: -0.2785 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [02:23:23.310940] Epoch: [17] [2180/2904] eta: 0:09:05 lr: 0.001065 loss: 0.2294 (0.2431) loss_rec_all: 0.2548 (0.2683) loss_rec_sfr: 0.3860 (0.3817) loss_cl: -0.2781 (-0.2784) time: 0.7460 data: 0.0002 max mem: 29860 [02:23:38.235109] Epoch: [17] [2200/2904] eta: 0:08:50 lr: 0.001065 loss: 0.2293 (0.2431) loss_rec_all: 0.2548 (0.2683) loss_rec_sfr: 0.3430 (0.3816) loss_cl: -0.2784 (-0.2784) time: 0.7462 data: 0.0002 max mem: 29860 [02:23:53.153333] Epoch: [17] [2220/2904] eta: 0:08:35 lr: 0.001066 loss: 0.2352 (0.2431) loss_rec_all: 0.2609 (0.2683) loss_rec_sfr: 0.3372 (0.3818) loss_cl: -0.2790 (-0.2785) time: 0.7459 data: 0.0002 max mem: 29860 [02:24:08.067916] Epoch: [17] [2240/2904] eta: 0:08:20 lr: 0.001066 loss: 0.2367 (0.2432) loss_rec_all: 0.2623 (0.2683) loss_rec_sfr: 0.3360 (0.3817) loss_cl: -0.2781 (-0.2785) time: 0.7457 data: 0.0002 max mem: 29860 [02:24:22.988522] Epoch: [17] [2260/2904] eta: 0:08:05 lr: 0.001067 loss: 0.2330 (0.2432) loss_rec_all: 0.2578 (0.2683) loss_rec_sfr: 0.3425 (0.3817) loss_cl: -0.2783 (-0.2784) time: 0.7460 data: 0.0002 max mem: 29860 [02:24:37.905591] Epoch: [17] [2280/2904] eta: 0:07:49 lr: 0.001067 loss: 0.2364 (0.2432) loss_rec_all: 0.2617 (0.2683) loss_rec_sfr: 0.3632 (0.3817) loss_cl: -0.2786 (-0.2784) time: 0.7458 data: 0.0002 max mem: 29860 [02:24:52.822604] Epoch: [17] [2300/2904] eta: 0:07:34 lr: 0.001068 loss: 0.2339 (0.2432) loss_rec_all: 0.2589 (0.2684) loss_rec_sfr: 0.3807 (0.3819) loss_cl: -0.2784 (-0.2784) time: 0.7458 data: 0.0002 max mem: 29860 [02:25:07.738855] Epoch: [17] [2320/2904] eta: 0:07:19 lr: 0.001068 loss: 0.2290 (0.2431) loss_rec_all: 0.2544 (0.2683) loss_rec_sfr: 0.3370 (0.3816) loss_cl: -0.2779 (-0.2784) time: 0.7458 data: 0.0002 max mem: 29860 [02:25:22.659158] Epoch: [17] [2340/2904] eta: 0:07:04 lr: 0.001068 loss: 0.2340 (0.2432) loss_rec_all: 0.2595 (0.2684) loss_rec_sfr: 0.3509 (0.3818) loss_cl: -0.2782 (-0.2784) time: 0.7460 data: 0.0002 max mem: 29860 [02:25:37.574379] Epoch: [17] [2360/2904] eta: 0:06:49 lr: 0.001069 loss: 0.2296 (0.2432) loss_rec_all: 0.2550 (0.2684) loss_rec_sfr: 0.3421 (0.3818) loss_cl: -0.2792 (-0.2784) time: 0.7457 data: 0.0002 max mem: 29860 [02:25:52.493180] Epoch: [17] [2380/2904] eta: 0:06:34 lr: 0.001069 loss: 0.2331 (0.2433) loss_rec_all: 0.2590 (0.2684) loss_rec_sfr: 0.3917 (0.3821) loss_cl: -0.2793 (-0.2785) time: 0.7459 data: 0.0002 max mem: 29860 [02:26:07.414347] Epoch: [17] [2400/2904] eta: 0:06:19 lr: 0.001070 loss: 0.2276 (0.2432) loss_rec_all: 0.2532 (0.2684) loss_rec_sfr: 0.3417 (0.3819) loss_cl: -0.2786 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [02:26:22.335126] Epoch: [17] [2420/2904] eta: 0:06:04 lr: 0.001070 loss: 0.2317 (0.2432) loss_rec_all: 0.2571 (0.2684) loss_rec_sfr: 0.3356 (0.3819) loss_cl: -0.2779 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [02:26:37.255163] Epoch: [17] [2440/2904] eta: 0:05:49 lr: 0.001070 loss: 0.2336 (0.2432) loss_rec_all: 0.2587 (0.2684) loss_rec_sfr: 0.3841 (0.3819) loss_cl: -0.2790 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [02:26:52.180445] Epoch: [17] [2460/2904] eta: 0:05:34 lr: 0.001071 loss: 0.2291 (0.2432) loss_rec_all: 0.2541 (0.2684) loss_rec_sfr: 0.3806 (0.3820) loss_cl: -0.2791 (-0.2785) time: 0.7462 data: 0.0002 max mem: 29860 [02:27:07.096942] Epoch: [17] [2480/2904] eta: 0:05:19 lr: 0.001071 loss: 0.2318 (0.2431) loss_rec_all: 0.2565 (0.2683) loss_rec_sfr: 0.3655 (0.3819) loss_cl: -0.2777 (-0.2785) time: 0.7458 data: 0.0002 max mem: 29860 [02:27:22.017161] Epoch: [17] [2500/2904] eta: 0:05:03 lr: 0.001072 loss: 0.2315 (0.2431) loss_rec_all: 0.2569 (0.2683) loss_rec_sfr: 0.3354 (0.3817) loss_cl: -0.2787 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [02:27:36.932645] Epoch: [17] [2520/2904] eta: 0:04:48 lr: 0.001072 loss: 0.2288 (0.2430) loss_rec_all: 0.2545 (0.2682) loss_rec_sfr: 0.3455 (0.3816) loss_cl: -0.2792 (-0.2785) time: 0.7457 data: 0.0002 max mem: 29860 [02:27:51.849286] Epoch: [17] [2540/2904] eta: 0:04:33 lr: 0.001072 loss: 0.2324 (0.2431) loss_rec_all: 0.2578 (0.2683) loss_rec_sfr: 0.3754 (0.3817) loss_cl: -0.2783 (-0.2785) time: 0.7458 data: 0.0002 max mem: 29860 [02:28:06.767590] Epoch: [17] [2560/2904] eta: 0:04:18 lr: 0.001073 loss: 0.2307 (0.2430) loss_rec_all: 0.2558 (0.2682) loss_rec_sfr: 0.3699 (0.3817) loss_cl: -0.2791 (-0.2785) time: 0.7459 data: 0.0002 max mem: 29860 [02:28:21.687664] Epoch: [17] [2580/2904] eta: 0:04:03 lr: 0.001073 loss: 0.2260 (0.2430) loss_rec_all: 0.2513 (0.2681) loss_rec_sfr: 0.3338 (0.3815) loss_cl: -0.2797 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [02:28:36.613458] Epoch: [17] [2600/2904] eta: 0:03:48 lr: 0.001074 loss: 0.2275 (0.2429) loss_rec_all: 0.2526 (0.2681) loss_rec_sfr: 0.3742 (0.3815) loss_cl: -0.2787 (-0.2785) time: 0.7462 data: 0.0002 max mem: 29860 [02:28:51.536451] Epoch: [17] [2620/2904] eta: 0:03:33 lr: 0.001074 loss: 0.2296 (0.2429) loss_rec_all: 0.2547 (0.2680) loss_rec_sfr: 0.3681 (0.3814) loss_cl: -0.2778 (-0.2785) time: 0.7461 data: 0.0002 max mem: 29860 [02:29:06.457568] Epoch: [17] [2640/2904] eta: 0:03:18 lr: 0.001075 loss: 0.2283 (0.2428) loss_rec_all: 0.2540 (0.2680) loss_rec_sfr: 0.3742 (0.3815) loss_cl: -0.2787 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [02:29:21.380302] Epoch: [17] [2660/2904] eta: 0:03:03 lr: 0.001075 loss: 0.2334 (0.2429) loss_rec_all: 0.2582 (0.2681) loss_rec_sfr: 0.3392 (0.3816) loss_cl: -0.2790 (-0.2785) time: 0.7461 data: 0.0002 max mem: 29860 [02:29:36.302096] Epoch: [17] [2680/2904] eta: 0:02:48 lr: 0.001075 loss: 0.2369 (0.2430) loss_rec_all: 0.2624 (0.2681) loss_rec_sfr: 0.3464 (0.3816) loss_cl: -0.2778 (-0.2785) time: 0.7461 data: 0.0002 max mem: 29860 [02:29:51.225050] Epoch: [17] [2700/2904] eta: 0:02:33 lr: 0.001076 loss: 0.2296 (0.2429) loss_rec_all: 0.2552 (0.2681) loss_rec_sfr: 0.3262 (0.3816) loss_cl: -0.2779 (-0.2785) time: 0.7461 data: 0.0002 max mem: 29860 [02:30:06.146628] Epoch: [17] [2720/2904] eta: 0:02:18 lr: 0.001076 loss: 0.2282 (0.2429) loss_rec_all: 0.2536 (0.2681) loss_rec_sfr: 0.3403 (0.3815) loss_cl: -0.2787 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [02:30:21.077947] Epoch: [17] [2740/2904] eta: 0:02:03 lr: 0.001077 loss: 0.2286 (0.2429) loss_rec_all: 0.2539 (0.2681) loss_rec_sfr: 0.3629 (0.3814) loss_cl: -0.2789 (-0.2785) time: 0.7465 data: 0.0002 max mem: 29860 [02:30:36.002362] Epoch: [17] [2760/2904] eta: 0:01:48 lr: 0.001077 loss: 0.2328 (0.2429) loss_rec_all: 0.2582 (0.2681) loss_rec_sfr: 0.3407 (0.3814) loss_cl: -0.2790 (-0.2785) time: 0.7462 data: 0.0002 max mem: 29860 [02:30:50.920108] Epoch: [17] [2780/2904] eta: 0:01:33 lr: 0.001077 loss: 0.2315 (0.2428) loss_rec_all: 0.2571 (0.2680) loss_rec_sfr: 0.3308 (0.3811) loss_cl: -0.2786 (-0.2785) time: 0.7458 data: 0.0002 max mem: 29860 [02:31:05.842101] Epoch: [17] [2800/2904] eta: 0:01:18 lr: 0.001078 loss: 0.2271 (0.2427) loss_rec_all: 0.2528 (0.2679) loss_rec_sfr: 0.3228 (0.3807) loss_cl: -0.2792 (-0.2785) time: 0.7461 data: 0.0002 max mem: 29860 [02:31:20.764945] Epoch: [17] [2820/2904] eta: 0:01:03 lr: 0.001078 loss: 0.2294 (0.2427) loss_rec_all: 0.2545 (0.2679) loss_rec_sfr: 0.3447 (0.3807) loss_cl: -0.2786 (-0.2785) time: 0.7461 data: 0.0002 max mem: 29860 [02:31:35.714308] Epoch: [17] [2840/2904] eta: 0:00:48 lr: 0.001079 loss: 0.2310 (0.2427) loss_rec_all: 0.2560 (0.2678) loss_rec_sfr: 0.3753 (0.3807) loss_cl: -0.2782 (-0.2785) time: 0.7474 data: 0.0023 max mem: 29860 [02:31:50.623262] Epoch: [17] [2860/2904] eta: 0:00:33 lr: 0.001079 loss: 0.2340 (0.2426) loss_rec_all: 0.2593 (0.2678) loss_rec_sfr: 0.3327 (0.3806) loss_cl: -0.2790 (-0.2785) time: 0.7454 data: 0.0001 max mem: 29860 [02:32:05.526966] Epoch: [17] [2880/2904] eta: 0:00:18 lr: 0.001080 loss: 0.2319 (0.2426) loss_rec_all: 0.2570 (0.2678) loss_rec_sfr: 0.3935 (0.3807) loss_cl: -0.2786 (-0.2785) time: 0.7451 data: 0.0001 max mem: 29860 [02:32:20.434547] Epoch: [17] [2900/2904] eta: 0:00:03 lr: 0.001080 loss: 0.2343 (0.2426) loss_rec_all: 0.2596 (0.2678) loss_rec_sfr: 0.3807 (0.3808) loss_cl: -0.2787 (-0.2785) time: 0.7453 data: 0.0001 max mem: 29860 [02:32:22.676737] Epoch: [17] [2903/2904] eta: 0:00:00 lr: 0.001080 loss: 0.2343 (0.2427) loss_rec_all: 0.2600 (0.2678) loss_rec_sfr: 0.3475 (0.3808) loss_cl: -0.2788 (-0.2785) time: 0.7453 data: 0.0001 max mem: 29860 [02:32:24.685202] Epoch: [17] Total time: 0:36:24 (0.7523 s / it) [02:32:24.696751] Averaged stats: lr: 0.001080 loss: 0.2343 (0.2447) loss_rec_all: 0.2600 (0.2676) loss_rec_sfr: 0.3475 (0.3804) loss_cl: -0.2788 (-0.2551) [02:32:24.701393] log_dir: ./checkpoint/VF2_ViT-B [02:32:41.058014] Epoch: [18] [ 0/2904] eta: 13:11:30 lr: 0.001080 loss: 0.2487 (0.2487) loss_rec_all: 0.2741 (0.2741) loss_rec_sfr: 0.3386 (0.3386) loss_cl: -0.2780 (-0.2780) time: 16.3534 data: 9.0697 max mem: 29860 [02:32:58.023457] Epoch: [18] [ 20/2904] eta: 1:16:15 lr: 0.001080 loss: 0.2306 (0.2376) loss_rec_all: 0.2560 (0.2628) loss_rec_sfr: 0.3732 (0.3732) loss_cl: -0.2775 (-0.2776) time: 0.8482 data: 0.0385 max mem: 29860 [02:33:12.900315] Epoch: [18] [ 40/2904] eta: 0:56:06 lr: 0.001081 loss: 0.2296 (0.2361) loss_rec_all: 0.2545 (0.2614) loss_rec_sfr: 0.3363 (0.3688) loss_cl: -0.2793 (-0.2783) time: 0.7438 data: 0.0002 max mem: 29860 [02:33:27.784024] Epoch: [18] [ 60/2904] eta: 0:49:00 lr: 0.001081 loss: 0.2306 (0.2387) loss_rec_all: 0.2561 (0.2639) loss_rec_sfr: 0.3636 (0.3750) loss_cl: -0.2784 (-0.2782) time: 0.7441 data: 0.0002 max mem: 29860 [02:33:42.681363] Epoch: [18] [ 80/2904] eta: 0:45:18 lr: 0.001082 loss: 0.2374 (0.2395) loss_rec_all: 0.2628 (0.2647) loss_rec_sfr: 0.3359 (0.3739) loss_cl: -0.2776 (-0.2781) time: 0.7448 data: 0.0002 max mem: 29860 [02:33:57.602941] Epoch: [18] [ 100/2904] eta: 0:42:58 lr: 0.001082 loss: 0.2303 (0.2406) loss_rec_all: 0.2555 (0.2658) loss_rec_sfr: 0.3749 (0.3786) loss_cl: -0.2786 (-0.2781) time: 0.7460 data: 0.0002 max mem: 29860 [02:34:12.516894] Epoch: [18] [ 120/2904] eta: 0:41:20 lr: 0.001082 loss: 0.2339 (0.2397) loss_rec_all: 0.2590 (0.2649) loss_rec_sfr: 0.3352 (0.3737) loss_cl: -0.2789 (-0.2783) time: 0.7457 data: 0.0002 max mem: 29860 [02:34:27.441966] Epoch: [18] [ 140/2904] eta: 0:40:05 lr: 0.001083 loss: 0.2306 (0.2404) loss_rec_all: 0.2558 (0.2656) loss_rec_sfr: 0.3830 (0.3774) loss_cl: -0.2795 (-0.2783) time: 0.7462 data: 0.0002 max mem: 29860 [02:34:42.392384] Epoch: [18] [ 160/2904] eta: 0:39:06 lr: 0.001083 loss: 0.2261 (0.2398) loss_rec_all: 0.2514 (0.2650) loss_rec_sfr: 0.3381 (0.3752) loss_cl: -0.2791 (-0.2784) time: 0.7475 data: 0.0002 max mem: 29860 [02:34:57.304515] Epoch: [18] [ 180/2904] eta: 0:38:16 lr: 0.001084 loss: 0.2321 (0.2395) loss_rec_all: 0.2573 (0.2648) loss_rec_sfr: 0.3833 (0.3759) loss_cl: -0.2785 (-0.2784) time: 0.7456 data: 0.0002 max mem: 29860 [02:35:12.227371] Epoch: [18] [ 200/2904] eta: 0:37:33 lr: 0.001084 loss: 0.2293 (0.2391) loss_rec_all: 0.2544 (0.2643) loss_rec_sfr: 0.3737 (0.3759) loss_cl: -0.2787 (-0.2784) time: 0.7461 data: 0.0002 max mem: 29860 [02:35:27.148035] Epoch: [18] [ 220/2904] eta: 0:36:55 lr: 0.001085 loss: 0.2340 (0.2394) loss_rec_all: 0.2591 (0.2646) loss_rec_sfr: 0.3609 (0.3767) loss_cl: -0.2799 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [02:35:42.068654] Epoch: [18] [ 240/2904] eta: 0:36:21 lr: 0.001085 loss: 0.2300 (0.2392) loss_rec_all: 0.2556 (0.2644) loss_rec_sfr: 0.3308 (0.3750) loss_cl: -0.2778 (-0.2784) time: 0.7460 data: 0.0002 max mem: 29860 [02:35:56.990365] Epoch: [18] [ 260/2904] eta: 0:35:50 lr: 0.001085 loss: 0.2295 (0.2392) loss_rec_all: 0.2545 (0.2644) loss_rec_sfr: 0.3336 (0.3741) loss_cl: -0.2782 (-0.2784) time: 0.7460 data: 0.0002 max mem: 29860 [02:36:11.906137] Epoch: [18] [ 280/2904] eta: 0:35:21 lr: 0.001086 loss: 0.2299 (0.2391) loss_rec_all: 0.2556 (0.2644) loss_rec_sfr: 0.3570 (0.3740) loss_cl: -0.2796 (-0.2784) time: 0.7457 data: 0.0002 max mem: 29860 [02:36:26.827427] Epoch: [18] [ 300/2904] eta: 0:34:54 lr: 0.001086 loss: 0.2270 (0.2389) loss_rec_all: 0.2528 (0.2641) loss_rec_sfr: 0.3547 (0.3737) loss_cl: -0.2791 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [02:36:41.746483] Epoch: [18] [ 320/2904] eta: 0:34:29 lr: 0.001087 loss: 0.2292 (0.2388) loss_rec_all: 0.2548 (0.2641) loss_rec_sfr: 0.3318 (0.3723) loss_cl: -0.2781 (-0.2784) time: 0.7459 data: 0.0002 max mem: 29860 [02:36:56.668479] Epoch: [18] [ 340/2904] eta: 0:34:04 lr: 0.001087 loss: 0.2292 (0.2390) loss_rec_all: 0.2548 (0.2642) loss_rec_sfr: 0.3418 (0.3730) loss_cl: -0.2797 (-0.2785) time: 0.7461 data: 0.0002 max mem: 29860 [02:37:11.589383] Epoch: [18] [ 360/2904] eta: 0:33:41 lr: 0.001087 loss: 0.2300 (0.2391) loss_rec_all: 0.2552 (0.2643) loss_rec_sfr: 0.3413 (0.3735) loss_cl: -0.2793 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [02:37:26.521409] Epoch: [18] [ 380/2904] eta: 0:33:19 lr: 0.001088 loss: 0.2370 (0.2395) loss_rec_all: 0.2624 (0.2647) loss_rec_sfr: 0.3337 (0.3736) loss_cl: -0.2785 (-0.2785) time: 0.7466 data: 0.0002 max mem: 29860 [02:37:41.433693] Epoch: [18] [ 400/2904] eta: 0:32:57 lr: 0.001088 loss: 0.2314 (0.2393) loss_rec_all: 0.2566 (0.2645) loss_rec_sfr: 0.3375 (0.3726) loss_cl: -0.2781 (-0.2785) time: 0.7456 data: 0.0002 max mem: 29860 [02:37:56.352177] Epoch: [18] [ 420/2904] eta: 0:32:36 lr: 0.001089 loss: 0.2324 (0.2398) loss_rec_all: 0.2580 (0.2650) loss_rec_sfr: 0.3479 (0.3735) loss_cl: -0.2765 (-0.2784) time: 0.7459 data: 0.0002 max mem: 29860 [02:38:11.279857] Epoch: [18] [ 440/2904] eta: 0:32:16 lr: 0.001089 loss: 0.2279 (0.2395) loss_rec_all: 0.2536 (0.2647) loss_rec_sfr: 0.3510 (0.3732) loss_cl: -0.2797 (-0.2784) time: 0.7463 data: 0.0002 max mem: 29860 [02:38:26.204190] Epoch: [18] [ 460/2904] eta: 0:31:56 lr: 0.001090 loss: 0.2366 (0.2398) loss_rec_all: 0.2623 (0.2650) loss_rec_sfr: 0.3681 (0.3741) loss_cl: -0.2786 (-0.2784) time: 0.7462 data: 0.0002 max mem: 29860 [02:38:41.124429] Epoch: [18] [ 480/2904] eta: 0:31:36 lr: 0.001090 loss: 0.2345 (0.2402) loss_rec_all: 0.2597 (0.2654) loss_rec_sfr: 0.3862 (0.3754) loss_cl: -0.2788 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [02:38:56.047022] Epoch: [18] [ 500/2904] eta: 0:31:17 lr: 0.001090 loss: 0.2448 (0.2411) loss_rec_all: 0.2704 (0.2663) loss_rec_sfr: 0.4012 (0.3776) loss_cl: -0.2793 (-0.2785) time: 0.7461 data: 0.0002 max mem: 29860 [02:39:10.968940] Epoch: [18] [ 520/2904] eta: 0:30:58 lr: 0.001091 loss: 0.2313 (0.2413) loss_rec_all: 0.2564 (0.2665) loss_rec_sfr: 0.3311 (0.3778) loss_cl: -0.2789 (-0.2785) time: 0.7461 data: 0.0002 max mem: 29860 [02:39:25.885026] Epoch: [18] [ 540/2904] eta: 0:30:40 lr: 0.001091 loss: 0.2325 (0.2418) loss_rec_all: 0.2582 (0.2670) loss_rec_sfr: 0.3919 (0.3793) loss_cl: -0.2792 (-0.2785) time: 0.7458 data: 0.0002 max mem: 29860 [02:39:40.803849] Epoch: [18] [ 560/2904] eta: 0:30:22 lr: 0.001092 loss: 0.2305 (0.2416) loss_rec_all: 0.2559 (0.2668) loss_rec_sfr: 0.3351 (0.3788) loss_cl: -0.2785 (-0.2785) time: 0.7459 data: 0.0002 max mem: 29860 [02:39:55.720874] Epoch: [18] [ 580/2904] eta: 0:30:03 lr: 0.001092 loss: 0.2307 (0.2414) loss_rec_all: 0.2556 (0.2666) loss_rec_sfr: 0.3279 (0.3782) loss_cl: -0.2774 (-0.2784) time: 0.7458 data: 0.0002 max mem: 29860 [02:40:10.639543] Epoch: [18] [ 600/2904] eta: 0:29:46 lr: 0.001092 loss: 0.2275 (0.2413) loss_rec_all: 0.2531 (0.2665) loss_rec_sfr: 0.3304 (0.3775) loss_cl: -0.2782 (-0.2784) time: 0.7459 data: 0.0002 max mem: 29860 [02:40:25.553470] Epoch: [18] [ 620/2904] eta: 0:29:28 lr: 0.001093 loss: 0.2271 (0.2412) loss_rec_all: 0.2530 (0.2664) loss_rec_sfr: 0.3342 (0.3774) loss_cl: -0.2790 (-0.2784) time: 0.7457 data: 0.0002 max mem: 29860 [02:40:40.471363] Epoch: [18] [ 640/2904] eta: 0:29:10 lr: 0.001093 loss: 0.2268 (0.2411) loss_rec_all: 0.2520 (0.2663) loss_rec_sfr: 0.3343 (0.3772) loss_cl: -0.2788 (-0.2785) time: 0.7459 data: 0.0002 max mem: 29860 [02:40:55.388892] Epoch: [18] [ 660/2904] eta: 0:28:53 lr: 0.001094 loss: 0.2261 (0.2408) loss_rec_all: 0.2519 (0.2660) loss_rec_sfr: 0.3327 (0.3765) loss_cl: -0.2789 (-0.2785) time: 0.7458 data: 0.0002 max mem: 29860 [02:41:10.309428] Epoch: [18] [ 680/2904] eta: 0:28:36 lr: 0.001094 loss: 0.2334 (0.2408) loss_rec_all: 0.2590 (0.2660) loss_rec_sfr: 0.3702 (0.3767) loss_cl: -0.2788 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [02:41:25.227649] Epoch: [18] [ 700/2904] eta: 0:28:19 lr: 0.001094 loss: 0.2325 (0.2409) loss_rec_all: 0.2579 (0.2661) loss_rec_sfr: 0.3783 (0.3773) loss_cl: -0.2786 (-0.2785) time: 0.7459 data: 0.0002 max mem: 29860 [02:41:40.148548] Epoch: [18] [ 720/2904] eta: 0:28:02 lr: 0.001095 loss: 0.2324 (0.2408) loss_rec_all: 0.2574 (0.2660) loss_rec_sfr: 0.3369 (0.3771) loss_cl: -0.2784 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [02:41:55.075280] Epoch: [18] [ 740/2904] eta: 0:27:45 lr: 0.001095 loss: 0.2377 (0.2410) loss_rec_all: 0.2627 (0.2662) loss_rec_sfr: 0.3863 (0.3776) loss_cl: -0.2786 (-0.2785) time: 0.7463 data: 0.0002 max mem: 29860 [02:42:10.000795] Epoch: [18] [ 760/2904] eta: 0:27:28 lr: 0.001096 loss: 0.2288 (0.2411) loss_rec_all: 0.2546 (0.2663) loss_rec_sfr: 0.3352 (0.3779) loss_cl: -0.2787 (-0.2785) time: 0.7462 data: 0.0002 max mem: 29860 [02:42:24.919405] Epoch: [18] [ 780/2904] eta: 0:27:12 lr: 0.001096 loss: 0.2300 (0.2411) loss_rec_all: 0.2555 (0.2663) loss_rec_sfr: 0.3803 (0.3783) loss_cl: -0.2787 (-0.2785) time: 0.7459 data: 0.0002 max mem: 29860 [02:42:39.833992] Epoch: [18] [ 800/2904] eta: 0:26:55 lr: 0.001097 loss: 0.2307 (0.2412) loss_rec_all: 0.2559 (0.2664) loss_rec_sfr: 0.3466 (0.3784) loss_cl: -0.2784 (-0.2785) time: 0.7457 data: 0.0002 max mem: 29860 [02:42:54.751955] Epoch: [18] [ 820/2904] eta: 0:26:39 lr: 0.001097 loss: 0.2365 (0.2411) loss_rec_all: 0.2621 (0.2663) loss_rec_sfr: 0.3391 (0.3781) loss_cl: -0.2790 (-0.2785) time: 0.7459 data: 0.0002 max mem: 29860 [02:43:09.674100] Epoch: [18] [ 840/2904] eta: 0:26:22 lr: 0.001097 loss: 0.2278 (0.2412) loss_rec_all: 0.2530 (0.2664) loss_rec_sfr: 0.3822 (0.3786) loss_cl: -0.2793 (-0.2785) time: 0.7461 data: 0.0002 max mem: 29860 [02:43:24.596433] Epoch: [18] [ 860/2904] eta: 0:26:06 lr: 0.001098 loss: 0.2285 (0.2411) loss_rec_all: 0.2541 (0.2663) loss_rec_sfr: 0.3339 (0.3783) loss_cl: -0.2788 (-0.2785) time: 0.7461 data: 0.0002 max mem: 29860 [02:43:39.508486] Epoch: [18] [ 880/2904] eta: 0:25:50 lr: 0.001098 loss: 0.2374 (0.2414) loss_rec_all: 0.2624 (0.2666) loss_rec_sfr: 0.3461 (0.3790) loss_cl: -0.2786 (-0.2785) time: 0.7456 data: 0.0002 max mem: 29860 [02:43:54.421461] Epoch: [18] [ 900/2904] eta: 0:25:33 lr: 0.001099 loss: 0.2279 (0.2415) loss_rec_all: 0.2532 (0.2667) loss_rec_sfr: 0.3336 (0.3792) loss_cl: -0.2768 (-0.2785) time: 0.7456 data: 0.0002 max mem: 29860 [02:44:09.342865] Epoch: [18] [ 920/2904] eta: 0:25:17 lr: 0.001099 loss: 0.2303 (0.2414) loss_rec_all: 0.2556 (0.2666) loss_rec_sfr: 0.3681 (0.3791) loss_cl: -0.2781 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [02:44:24.258130] Epoch: [18] [ 940/2904] eta: 0:25:01 lr: 0.001099 loss: 0.2306 (0.2415) loss_rec_all: 0.2557 (0.2667) loss_rec_sfr: 0.3889 (0.3798) loss_cl: -0.2781 (-0.2785) time: 0.7457 data: 0.0002 max mem: 29860 [02:44:39.182374] Epoch: [18] [ 960/2904] eta: 0:24:45 lr: 0.001100 loss: 0.2291 (0.2415) loss_rec_all: 0.2544 (0.2667) loss_rec_sfr: 0.3290 (0.3795) loss_cl: -0.2788 (-0.2785) time: 0.7462 data: 0.0002 max mem: 29860 [02:44:54.101356] Epoch: [18] [ 980/2904] eta: 0:24:29 lr: 0.001100 loss: 0.2335 (0.2415) loss_rec_all: 0.2592 (0.2667) loss_rec_sfr: 0.3394 (0.3794) loss_cl: -0.2783 (-0.2785) time: 0.7459 data: 0.0002 max mem: 29860 [02:45:09.022294] Epoch: [18] [1000/2904] eta: 0:24:13 lr: 0.001101 loss: 0.2289 (0.2414) loss_rec_all: 0.2543 (0.2666) loss_rec_sfr: 0.3774 (0.3794) loss_cl: -0.2793 (-0.2785) time: 0.7460 data: 0.0003 max mem: 29860 [02:45:23.942963] Epoch: [18] [1020/2904] eta: 0:23:57 lr: 0.001101 loss: 0.2262 (0.2413) loss_rec_all: 0.2520 (0.2665) loss_rec_sfr: 0.3356 (0.3792) loss_cl: -0.2790 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [02:45:38.865067] Epoch: [18] [1040/2904] eta: 0:23:41 lr: 0.001101 loss: 0.2345 (0.2414) loss_rec_all: 0.2597 (0.2666) loss_rec_sfr: 0.3884 (0.3797) loss_cl: -0.2791 (-0.2785) time: 0.7461 data: 0.0002 max mem: 29860 [02:45:53.781099] Epoch: [18] [1060/2904] eta: 0:23:26 lr: 0.001102 loss: 0.2300 (0.2414) loss_rec_all: 0.2553 (0.2666) loss_rec_sfr: 0.3365 (0.3796) loss_cl: -0.2778 (-0.2785) time: 0.7458 data: 0.0002 max mem: 29860 [02:46:08.693927] Epoch: [18] [1080/2904] eta: 0:23:10 lr: 0.001102 loss: 0.2316 (0.2415) loss_rec_all: 0.2570 (0.2667) loss_rec_sfr: 0.3384 (0.3797) loss_cl: -0.2776 (-0.2785) time: 0.7456 data: 0.0002 max mem: 29860 [02:46:23.609620] Epoch: [18] [1100/2904] eta: 0:22:54 lr: 0.001103 loss: 0.2306 (0.2415) loss_rec_all: 0.2564 (0.2667) loss_rec_sfr: 0.3423 (0.3798) loss_cl: -0.2797 (-0.2785) time: 0.7457 data: 0.0002 max mem: 29860 [02:46:38.532626] Epoch: [18] [1120/2904] eta: 0:22:38 lr: 0.001103 loss: 0.2300 (0.2415) loss_rec_all: 0.2552 (0.2667) loss_rec_sfr: 0.3347 (0.3797) loss_cl: -0.2793 (-0.2785) time: 0.7461 data: 0.0002 max mem: 29860 [02:46:53.454940] Epoch: [18] [1140/2904] eta: 0:22:23 lr: 0.001104 loss: 0.2278 (0.2414) loss_rec_all: 0.2533 (0.2666) loss_rec_sfr: 0.3739 (0.3795) loss_cl: -0.2782 (-0.2785) time: 0.7461 data: 0.0002 max mem: 29860 [02:47:08.381898] Epoch: [18] [1160/2904] eta: 0:22:07 lr: 0.001104 loss: 0.2344 (0.2415) loss_rec_all: 0.2595 (0.2667) loss_rec_sfr: 0.3312 (0.3796) loss_cl: -0.2772 (-0.2785) time: 0.7463 data: 0.0002 max mem: 29860 [02:47:23.308902] Epoch: [18] [1180/2904] eta: 0:21:51 lr: 0.001104 loss: 0.2314 (0.2416) loss_rec_all: 0.2565 (0.2667) loss_rec_sfr: 0.3764 (0.3798) loss_cl: -0.2779 (-0.2785) time: 0.7463 data: 0.0002 max mem: 29860 [02:47:38.231005] Epoch: [18] [1200/2904] eta: 0:21:36 lr: 0.001105 loss: 0.2293 (0.2415) loss_rec_all: 0.2550 (0.2667) loss_rec_sfr: 0.3276 (0.3796) loss_cl: -0.2790 (-0.2785) time: 0.7461 data: 0.0002 max mem: 29860 [02:47:53.153135] Epoch: [18] [1220/2904] eta: 0:21:20 lr: 0.001105 loss: 0.2301 (0.2415) loss_rec_all: 0.2551 (0.2667) loss_rec_sfr: 0.3339 (0.3794) loss_cl: -0.2788 (-0.2785) time: 0.7461 data: 0.0002 max mem: 29860 [02:48:08.071663] Epoch: [18] [1240/2904] eta: 0:21:04 lr: 0.001106 loss: 0.2272 (0.2416) loss_rec_all: 0.2531 (0.2668) loss_rec_sfr: 0.3822 (0.3798) loss_cl: -0.2791 (-0.2785) time: 0.7459 data: 0.0002 max mem: 29860 [02:48:22.988563] Epoch: [18] [1260/2904] eta: 0:20:49 lr: 0.001106 loss: 0.2259 (0.2415) loss_rec_all: 0.2510 (0.2667) loss_rec_sfr: 0.3373 (0.3796) loss_cl: -0.2791 (-0.2785) time: 0.7458 data: 0.0002 max mem: 29860 [02:48:37.898098] Epoch: [18] [1280/2904] eta: 0:20:33 lr: 0.001106 loss: 0.2288 (0.2414) loss_rec_all: 0.2543 (0.2666) loss_rec_sfr: 0.3291 (0.3793) loss_cl: -0.2787 (-0.2785) time: 0.7454 data: 0.0002 max mem: 29860 [02:48:52.818447] Epoch: [18] [1300/2904] eta: 0:20:18 lr: 0.001107 loss: 0.2302 (0.2414) loss_rec_all: 0.2556 (0.2666) loss_rec_sfr: 0.3375 (0.3792) loss_cl: -0.2779 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [02:49:07.738567] Epoch: [18] [1320/2904] eta: 0:20:02 lr: 0.001107 loss: 0.2334 (0.2415) loss_rec_all: 0.2589 (0.2667) loss_rec_sfr: 0.3491 (0.3793) loss_cl: -0.2783 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [02:49:22.660734] Epoch: [18] [1340/2904] eta: 0:19:47 lr: 0.001108 loss: 0.2294 (0.2415) loss_rec_all: 0.2544 (0.2667) loss_rec_sfr: 0.3364 (0.3793) loss_cl: -0.2785 (-0.2785) time: 0.7461 data: 0.0002 max mem: 29860 [02:49:37.585634] Epoch: [18] [1360/2904] eta: 0:19:31 lr: 0.001108 loss: 0.2270 (0.2414) loss_rec_all: 0.2522 (0.2666) loss_rec_sfr: 0.3301 (0.3791) loss_cl: -0.2781 (-0.2785) time: 0.7462 data: 0.0002 max mem: 29860 [02:49:52.504095] Epoch: [18] [1380/2904] eta: 0:19:16 lr: 0.001109 loss: 0.2259 (0.2413) loss_rec_all: 0.2515 (0.2665) loss_rec_sfr: 0.3274 (0.3785) loss_cl: -0.2784 (-0.2785) time: 0.7459 data: 0.0002 max mem: 29860 [02:50:07.422281] Epoch: [18] [1400/2904] eta: 0:19:00 lr: 0.001109 loss: 0.2343 (0.2414) loss_rec_all: 0.2592 (0.2666) loss_rec_sfr: 0.3801 (0.3789) loss_cl: -0.2786 (-0.2785) time: 0.7459 data: 0.0002 max mem: 29860 [02:50:22.340471] Epoch: [18] [1420/2904] eta: 0:18:45 lr: 0.001109 loss: 0.2311 (0.2413) loss_rec_all: 0.2568 (0.2665) loss_rec_sfr: 0.3228 (0.3783) loss_cl: -0.2778 (-0.2785) time: 0.7459 data: 0.0002 max mem: 29860 [02:50:37.259258] Epoch: [18] [1440/2904] eta: 0:18:29 lr: 0.001110 loss: 0.2337 (0.2413) loss_rec_all: 0.2589 (0.2665) loss_rec_sfr: 0.3380 (0.3785) loss_cl: -0.2789 (-0.2785) time: 0.7459 data: 0.0002 max mem: 29860 [02:50:52.178683] Epoch: [18] [1460/2904] eta: 0:18:14 lr: 0.001110 loss: 0.2324 (0.2414) loss_rec_all: 0.2575 (0.2666) loss_rec_sfr: 0.3633 (0.3787) loss_cl: -0.2786 (-0.2785) time: 0.7459 data: 0.0002 max mem: 29860 [02:51:07.101385] Epoch: [18] [1480/2904] eta: 0:17:59 lr: 0.001111 loss: 0.2281 (0.2414) loss_rec_all: 0.2537 (0.2666) loss_rec_sfr: 0.3863 (0.3790) loss_cl: -0.2794 (-0.2785) time: 0.7461 data: 0.0002 max mem: 29860 [02:51:22.025247] Epoch: [18] [1500/2904] eta: 0:17:43 lr: 0.001111 loss: 0.2290 (0.2415) loss_rec_all: 0.2540 (0.2667) loss_rec_sfr: 0.3805 (0.3793) loss_cl: -0.2791 (-0.2785) time: 0.7461 data: 0.0002 max mem: 29860 [02:51:36.941208] Epoch: [18] [1520/2904] eta: 0:17:28 lr: 0.001111 loss: 0.2275 (0.2414) loss_rec_all: 0.2525 (0.2666) loss_rec_sfr: 0.3707 (0.3792) loss_cl: -0.2768 (-0.2785) time: 0.7458 data: 0.0002 max mem: 29860 [02:51:51.859756] Epoch: [18] [1540/2904] eta: 0:17:13 lr: 0.001112 loss: 0.2286 (0.2414) loss_rec_all: 0.2540 (0.2666) loss_rec_sfr: 0.3392 (0.3790) loss_cl: -0.2779 (-0.2785) time: 0.7459 data: 0.0002 max mem: 29860 [02:52:06.779373] Epoch: [18] [1560/2904] eta: 0:16:57 lr: 0.001112 loss: 0.2273 (0.2413) loss_rec_all: 0.2528 (0.2665) loss_rec_sfr: 0.3622 (0.3789) loss_cl: -0.2797 (-0.2785) time: 0.7459 data: 0.0002 max mem: 29860 [02:52:21.696224] Epoch: [18] [1580/2904] eta: 0:16:42 lr: 0.001113 loss: 0.2284 (0.2413) loss_rec_all: 0.2542 (0.2665) loss_rec_sfr: 0.3272 (0.3785) loss_cl: -0.2806 (-0.2785) time: 0.7458 data: 0.0002 max mem: 29860 [02:52:36.612729] Epoch: [18] [1600/2904] eta: 0:16:27 lr: 0.001113 loss: 0.2301 (0.2413) loss_rec_all: 0.2550 (0.2665) loss_rec_sfr: 0.3488 (0.3787) loss_cl: -0.2783 (-0.2785) time: 0.7458 data: 0.0002 max mem: 29860 [02:52:51.527707] Epoch: [18] [1620/2904] eta: 0:16:11 lr: 0.001113 loss: 0.2271 (0.2413) loss_rec_all: 0.2526 (0.2664) loss_rec_sfr: 0.3639 (0.3787) loss_cl: -0.2773 (-0.2785) time: 0.7457 data: 0.0002 max mem: 29860 [02:53:06.446702] Epoch: [18] [1640/2904] eta: 0:15:56 lr: 0.001114 loss: 0.2288 (0.2412) loss_rec_all: 0.2546 (0.2664) loss_rec_sfr: 0.3702 (0.3787) loss_cl: -0.2780 (-0.2785) time: 0.7459 data: 0.0002 max mem: 29860 [02:53:21.371030] Epoch: [18] [1660/2904] eta: 0:15:41 lr: 0.001114 loss: 0.2281 (0.2412) loss_rec_all: 0.2532 (0.2664) loss_rec_sfr: 0.3691 (0.3788) loss_cl: -0.2788 (-0.2785) time: 0.7462 data: 0.0002 max mem: 29860 [02:53:36.292676] Epoch: [18] [1680/2904] eta: 0:15:25 lr: 0.001115 loss: 0.2285 (0.2412) loss_rec_all: 0.2542 (0.2664) loss_rec_sfr: 0.3633 (0.3789) loss_cl: -0.2786 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [02:53:51.217181] Epoch: [18] [1700/2904] eta: 0:15:10 lr: 0.001115 loss: 0.2259 (0.2412) loss_rec_all: 0.2509 (0.2664) loss_rec_sfr: 0.3918 (0.3792) loss_cl: -0.2786 (-0.2785) time: 0.7462 data: 0.0002 max mem: 29860 [02:54:06.141687] Epoch: [18] [1720/2904] eta: 0:14:55 lr: 0.001116 loss: 0.2296 (0.2413) loss_rec_all: 0.2549 (0.2665) loss_rec_sfr: 0.3811 (0.3796) loss_cl: -0.2784 (-0.2785) time: 0.7462 data: 0.0002 max mem: 29860 [02:54:21.062112] Epoch: [18] [1740/2904] eta: 0:14:40 lr: 0.001116 loss: 0.2313 (0.2413) loss_rec_all: 0.2567 (0.2665) loss_rec_sfr: 0.3282 (0.3794) loss_cl: -0.2792 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [02:54:35.983265] Epoch: [18] [1760/2904] eta: 0:14:24 lr: 0.001116 loss: 0.2314 (0.2413) loss_rec_all: 0.2570 (0.2665) loss_rec_sfr: 0.3586 (0.3795) loss_cl: -0.2781 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [02:54:50.903804] Epoch: [18] [1780/2904] eta: 0:14:09 lr: 0.001117 loss: 0.2376 (0.2414) loss_rec_all: 0.2631 (0.2666) loss_rec_sfr: 0.3386 (0.3795) loss_cl: -0.2786 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [02:55:05.823616] Epoch: [18] [1800/2904] eta: 0:13:54 lr: 0.001117 loss: 0.2238 (0.2413) loss_rec_all: 0.2494 (0.2665) loss_rec_sfr: 0.3643 (0.3795) loss_cl: -0.2790 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [02:55:20.745774] Epoch: [18] [1820/2904] eta: 0:13:39 lr: 0.001118 loss: 0.2317 (0.2413) loss_rec_all: 0.2573 (0.2665) loss_rec_sfr: 0.3314 (0.3794) loss_cl: -0.2781 (-0.2785) time: 0.7461 data: 0.0002 max mem: 29860 [02:55:35.661545] Epoch: [18] [1840/2904] eta: 0:13:23 lr: 0.001118 loss: 0.2291 (0.2412) loss_rec_all: 0.2548 (0.2664) loss_rec_sfr: 0.3365 (0.3792) loss_cl: -0.2783 (-0.2785) time: 0.7457 data: 0.0002 max mem: 29860 [02:55:50.579327] Epoch: [18] [1860/2904] eta: 0:13:08 lr: 0.001118 loss: 0.2297 (0.2412) loss_rec_all: 0.2549 (0.2664) loss_rec_sfr: 0.3418 (0.3792) loss_cl: -0.2784 (-0.2785) time: 0.7459 data: 0.0002 max mem: 29860 [02:56:05.499848] Epoch: [18] [1880/2904] eta: 0:12:53 lr: 0.001119 loss: 0.2311 (0.2412) loss_rec_all: 0.2564 (0.2664) loss_rec_sfr: 0.3361 (0.3792) loss_cl: -0.2786 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [02:56:20.421078] Epoch: [18] [1900/2904] eta: 0:12:38 lr: 0.001119 loss: 0.2324 (0.2412) loss_rec_all: 0.2579 (0.2664) loss_rec_sfr: 0.3343 (0.3792) loss_cl: -0.2787 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [02:56:35.346350] Epoch: [18] [1920/2904] eta: 0:12:23 lr: 0.001120 loss: 0.2266 (0.2411) loss_rec_all: 0.2523 (0.2663) loss_rec_sfr: 0.3379 (0.3790) loss_cl: -0.2786 (-0.2785) time: 0.7462 data: 0.0002 max mem: 29860 [02:56:50.270728] Epoch: [18] [1940/2904] eta: 0:12:07 lr: 0.001120 loss: 0.2280 (0.2411) loss_rec_all: 0.2532 (0.2663) loss_rec_sfr: 0.3789 (0.3790) loss_cl: -0.2782 (-0.2785) time: 0.7462 data: 0.0002 max mem: 29860 [02:57:05.192783] Epoch: [18] [1960/2904] eta: 0:11:52 lr: 0.001120 loss: 0.2341 (0.2412) loss_rec_all: 0.2594 (0.2664) loss_rec_sfr: 0.3995 (0.3794) loss_cl: -0.2780 (-0.2785) time: 0.7461 data: 0.0002 max mem: 29860 [02:57:20.123143] Epoch: [18] [1980/2904] eta: 0:11:37 lr: 0.001121 loss: 0.2322 (0.2412) loss_rec_all: 0.2572 (0.2664) loss_rec_sfr: 0.3898 (0.3796) loss_cl: -0.2781 (-0.2785) time: 0.7465 data: 0.0002 max mem: 29860 [02:57:35.042586] Epoch: [18] [2000/2904] eta: 0:11:22 lr: 0.001121 loss: 0.2305 (0.2413) loss_rec_all: 0.2556 (0.2665) loss_rec_sfr: 0.3892 (0.3798) loss_cl: -0.2786 (-0.2785) time: 0.7459 data: 0.0002 max mem: 29860 [02:57:49.956518] Epoch: [18] [2020/2904] eta: 0:11:07 lr: 0.001122 loss: 0.2269 (0.2413) loss_rec_all: 0.2525 (0.2664) loss_rec_sfr: 0.3358 (0.3797) loss_cl: -0.2781 (-0.2785) time: 0.7457 data: 0.0002 max mem: 29860 [02:58:04.880512] Epoch: [18] [2040/2904] eta: 0:10:51 lr: 0.001122 loss: 0.2239 (0.2413) loss_rec_all: 0.2492 (0.2664) loss_rec_sfr: 0.3744 (0.3798) loss_cl: -0.2779 (-0.2785) time: 0.7462 data: 0.0002 max mem: 29860 [02:58:19.824721] Epoch: [18] [2060/2904] eta: 0:10:36 lr: 0.001123 loss: 0.2365 (0.2414) loss_rec_all: 0.2621 (0.2666) loss_rec_sfr: 0.3759 (0.3802) loss_cl: -0.2787 (-0.2785) time: 0.7472 data: 0.0002 max mem: 29860 [02:58:34.744627] Epoch: [18] [2080/2904] eta: 0:10:21 lr: 0.001123 loss: 0.2246 (0.2414) loss_rec_all: 0.2496 (0.2666) loss_rec_sfr: 0.3726 (0.3803) loss_cl: -0.2785 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [02:58:49.660896] Epoch: [18] [2100/2904] eta: 0:10:06 lr: 0.001123 loss: 0.2367 (0.2415) loss_rec_all: 0.2619 (0.2667) loss_rec_sfr: 0.3521 (0.3805) loss_cl: -0.2781 (-0.2785) time: 0.7458 data: 0.0002 max mem: 29860 [02:59:04.574317] Epoch: [18] [2120/2904] eta: 0:09:51 lr: 0.001124 loss: 0.2233 (0.2414) loss_rec_all: 0.2489 (0.2666) loss_rec_sfr: 0.3601 (0.3804) loss_cl: -0.2786 (-0.2785) time: 0.7456 data: 0.0002 max mem: 29860 [02:59:19.490859] Epoch: [18] [2140/2904] eta: 0:09:36 lr: 0.001124 loss: 0.2260 (0.2414) loss_rec_all: 0.2512 (0.2666) loss_rec_sfr: 0.3345 (0.3804) loss_cl: -0.2792 (-0.2785) time: 0.7458 data: 0.0002 max mem: 29860 [02:59:34.411180] Epoch: [18] [2160/2904] eta: 0:09:21 lr: 0.001125 loss: 0.2238 (0.2414) loss_rec_all: 0.2494 (0.2666) loss_rec_sfr: 0.3297 (0.3803) loss_cl: -0.2784 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [02:59:49.323049] Epoch: [18] [2180/2904] eta: 0:09:05 lr: 0.001125 loss: 0.2251 (0.2413) loss_rec_all: 0.2506 (0.2665) loss_rec_sfr: 0.3317 (0.3801) loss_cl: -0.2774 (-0.2785) time: 0.7456 data: 0.0002 max mem: 29860 [03:00:04.244494] Epoch: [18] [2200/2904] eta: 0:08:50 lr: 0.001125 loss: 0.2369 (0.2414) loss_rec_all: 0.2625 (0.2665) loss_rec_sfr: 0.3613 (0.3802) loss_cl: -0.2786 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [03:00:19.169761] Epoch: [18] [2220/2904] eta: 0:08:35 lr: 0.001126 loss: 0.2258 (0.2413) loss_rec_all: 0.2511 (0.2664) loss_rec_sfr: 0.3774 (0.3802) loss_cl: -0.2792 (-0.2785) time: 0.7462 data: 0.0002 max mem: 29860 [03:00:34.085583] Epoch: [18] [2240/2904] eta: 0:08:20 lr: 0.001126 loss: 0.2320 (0.2413) loss_rec_all: 0.2577 (0.2664) loss_rec_sfr: 0.3399 (0.3801) loss_cl: -0.2789 (-0.2785) time: 0.7458 data: 0.0002 max mem: 29860 [03:00:49.003838] Epoch: [18] [2260/2904] eta: 0:08:05 lr: 0.001127 loss: 0.2331 (0.2412) loss_rec_all: 0.2581 (0.2664) loss_rec_sfr: 0.3291 (0.3798) loss_cl: -0.2781 (-0.2785) time: 0.7459 data: 0.0002 max mem: 29860 [03:01:03.922942] Epoch: [18] [2280/2904] eta: 0:07:50 lr: 0.001127 loss: 0.2242 (0.2412) loss_rec_all: 0.2495 (0.2664) loss_rec_sfr: 0.3529 (0.3799) loss_cl: -0.2783 (-0.2785) time: 0.7459 data: 0.0002 max mem: 29860 [03:01:18.843525] Epoch: [18] [2300/2904] eta: 0:07:35 lr: 0.001128 loss: 0.2311 (0.2412) loss_rec_all: 0.2569 (0.2664) loss_rec_sfr: 0.3678 (0.3799) loss_cl: -0.2791 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [03:01:33.766294] Epoch: [18] [2320/2904] eta: 0:07:20 lr: 0.001128 loss: 0.2279 (0.2411) loss_rec_all: 0.2534 (0.2663) loss_rec_sfr: 0.3263 (0.3796) loss_cl: -0.2787 (-0.2785) time: 0.7461 data: 0.0002 max mem: 29860 [03:01:48.686886] Epoch: [18] [2340/2904] eta: 0:07:04 lr: 0.001128 loss: 0.2288 (0.2411) loss_rec_all: 0.2540 (0.2663) loss_rec_sfr: 0.3336 (0.3795) loss_cl: -0.2781 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [03:02:03.606703] Epoch: [18] [2360/2904] eta: 0:06:49 lr: 0.001129 loss: 0.2256 (0.2410) loss_rec_all: 0.2510 (0.2662) loss_rec_sfr: 0.3730 (0.3795) loss_cl: -0.2789 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [03:02:18.531012] Epoch: [18] [2380/2904] eta: 0:06:34 lr: 0.001129 loss: 0.2240 (0.2410) loss_rec_all: 0.2489 (0.2662) loss_rec_sfr: 0.3881 (0.3795) loss_cl: -0.2787 (-0.2785) time: 0.7462 data: 0.0002 max mem: 29860 [03:02:33.455269] Epoch: [18] [2400/2904] eta: 0:06:19 lr: 0.001130 loss: 0.2335 (0.2410) loss_rec_all: 0.2586 (0.2662) loss_rec_sfr: 0.3289 (0.3795) loss_cl: -0.2787 (-0.2785) time: 0.7462 data: 0.0002 max mem: 29860 [03:02:48.375970] Epoch: [18] [2420/2904] eta: 0:06:04 lr: 0.001130 loss: 0.2284 (0.2410) loss_rec_all: 0.2535 (0.2662) loss_rec_sfr: 0.3971 (0.3797) loss_cl: -0.2784 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [03:03:03.296179] Epoch: [18] [2440/2904] eta: 0:05:49 lr: 0.001130 loss: 0.2279 (0.2410) loss_rec_all: 0.2529 (0.2661) loss_rec_sfr: 0.3521 (0.3796) loss_cl: -0.2793 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [03:03:18.216406] Epoch: [18] [2460/2904] eta: 0:05:34 lr: 0.001131 loss: 0.2272 (0.2409) loss_rec_all: 0.2525 (0.2661) loss_rec_sfr: 0.3232 (0.3792) loss_cl: -0.2787 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [03:03:33.131891] Epoch: [18] [2480/2904] eta: 0:05:19 lr: 0.001131 loss: 0.2230 (0.2408) loss_rec_all: 0.2485 (0.2660) loss_rec_sfr: 0.3352 (0.3790) loss_cl: -0.2787 (-0.2785) time: 0.7457 data: 0.0002 max mem: 29860 [03:03:48.049958] Epoch: [18] [2500/2904] eta: 0:05:04 lr: 0.001132 loss: 0.2278 (0.2407) loss_rec_all: 0.2530 (0.2659) loss_rec_sfr: 0.3719 (0.3789) loss_cl: -0.2788 (-0.2785) time: 0.7459 data: 0.0002 max mem: 29860 [03:04:02.966089] Epoch: [18] [2520/2904] eta: 0:04:49 lr: 0.001132 loss: 0.2303 (0.2407) loss_rec_all: 0.2555 (0.2659) loss_rec_sfr: 0.3559 (0.3789) loss_cl: -0.2788 (-0.2785) time: 0.7458 data: 0.0002 max mem: 29860 [03:04:17.878631] Epoch: [18] [2540/2904] eta: 0:04:34 lr: 0.001132 loss: 0.2306 (0.2407) loss_rec_all: 0.2563 (0.2659) loss_rec_sfr: 0.3735 (0.3790) loss_cl: -0.2801 (-0.2785) time: 0.7456 data: 0.0002 max mem: 29860 [03:04:32.798232] Epoch: [18] [2560/2904] eta: 0:04:18 lr: 0.001133 loss: 0.2353 (0.2407) loss_rec_all: 0.2606 (0.2659) loss_rec_sfr: 0.3606 (0.3790) loss_cl: -0.2790 (-0.2785) time: 0.7459 data: 0.0002 max mem: 29860 [03:04:47.719061] Epoch: [18] [2580/2904] eta: 0:04:03 lr: 0.001133 loss: 0.2239 (0.2407) loss_rec_all: 0.2493 (0.2659) loss_rec_sfr: 0.3283 (0.3788) loss_cl: -0.2776 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [03:05:02.639357] Epoch: [18] [2600/2904] eta: 0:03:48 lr: 0.001134 loss: 0.2325 (0.2407) loss_rec_all: 0.2582 (0.2659) loss_rec_sfr: 0.3697 (0.3789) loss_cl: -0.2771 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [03:05:17.553514] Epoch: [18] [2620/2904] eta: 0:03:33 lr: 0.001134 loss: 0.2272 (0.2408) loss_rec_all: 0.2527 (0.2660) loss_rec_sfr: 0.3427 (0.3790) loss_cl: -0.2782 (-0.2785) time: 0.7457 data: 0.0002 max mem: 29860 [03:05:32.472730] Epoch: [18] [2640/2904] eta: 0:03:18 lr: 0.001135 loss: 0.2337 (0.2408) loss_rec_all: 0.2594 (0.2660) loss_rec_sfr: 0.3387 (0.3791) loss_cl: -0.2792 (-0.2785) time: 0.7459 data: 0.0002 max mem: 29860 [03:05:47.389223] Epoch: [18] [2660/2904] eta: 0:03:03 lr: 0.001135 loss: 0.2264 (0.2408) loss_rec_all: 0.2521 (0.2660) loss_rec_sfr: 0.3722 (0.3791) loss_cl: -0.2785 (-0.2785) time: 0.7458 data: 0.0002 max mem: 29860 [03:06:02.312779] Epoch: [18] [2680/2904] eta: 0:02:48 lr: 0.001135 loss: 0.2327 (0.2408) loss_rec_all: 0.2579 (0.2660) loss_rec_sfr: 0.3500 (0.3792) loss_cl: -0.2782 (-0.2785) time: 0.7461 data: 0.0002 max mem: 29860 [03:06:17.236448] Epoch: [18] [2700/2904] eta: 0:02:33 lr: 0.001136 loss: 0.2422 (0.2409) loss_rec_all: 0.2679 (0.2661) loss_rec_sfr: 0.3377 (0.3792) loss_cl: -0.2786 (-0.2785) time: 0.7461 data: 0.0002 max mem: 29860 [03:06:32.155382] Epoch: [18] [2720/2904] eta: 0:02:18 lr: 0.001136 loss: 0.2283 (0.2409) loss_rec_all: 0.2532 (0.2661) loss_rec_sfr: 0.3261 (0.3791) loss_cl: -0.2785 (-0.2785) time: 0.7459 data: 0.0002 max mem: 29860 [03:06:47.071409] Epoch: [18] [2740/2904] eta: 0:02:03 lr: 0.001137 loss: 0.2246 (0.2408) loss_rec_all: 0.2497 (0.2660) loss_rec_sfr: 0.3259 (0.3790) loss_cl: -0.2782 (-0.2785) time: 0.7458 data: 0.0002 max mem: 29860 [03:07:01.983346] Epoch: [18] [2760/2904] eta: 0:01:48 lr: 0.001137 loss: 0.2261 (0.2408) loss_rec_all: 0.2510 (0.2659) loss_rec_sfr: 0.3646 (0.3789) loss_cl: -0.2777 (-0.2785) time: 0.7456 data: 0.0002 max mem: 29860 [03:07:16.899460] Epoch: [18] [2780/2904] eta: 0:01:33 lr: 0.001137 loss: 0.2288 (0.2407) loss_rec_all: 0.2544 (0.2659) loss_rec_sfr: 0.3343 (0.3787) loss_cl: -0.2786 (-0.2785) time: 0.7458 data: 0.0002 max mem: 29860 [03:07:31.817148] Epoch: [18] [2800/2904] eta: 0:01:18 lr: 0.001138 loss: 0.2348 (0.2407) loss_rec_all: 0.2600 (0.2659) loss_rec_sfr: 0.3331 (0.3788) loss_cl: -0.2787 (-0.2785) time: 0.7458 data: 0.0002 max mem: 29860 [03:07:46.735342] Epoch: [18] [2820/2904] eta: 0:01:03 lr: 0.001138 loss: 0.2246 (0.2407) loss_rec_all: 0.2505 (0.2659) loss_rec_sfr: 0.3301 (0.3786) loss_cl: -0.2796 (-0.2785) time: 0.7459 data: 0.0002 max mem: 29860 [03:08:01.680533] Epoch: [18] [2840/2904] eta: 0:00:48 lr: 0.001139 loss: 0.2288 (0.2407) loss_rec_all: 0.2544 (0.2659) loss_rec_sfr: 0.3266 (0.3784) loss_cl: -0.2791 (-0.2785) time: 0.7472 data: 0.0023 max mem: 29860 [03:08:16.581349] Epoch: [18] [2860/2904] eta: 0:00:33 lr: 0.001139 loss: 0.2372 (0.2407) loss_rec_all: 0.2625 (0.2659) loss_rec_sfr: 0.3663 (0.3786) loss_cl: -0.2775 (-0.2785) time: 0.7450 data: 0.0001 max mem: 29860 [03:08:31.478716] Epoch: [18] [2880/2904] eta: 0:00:18 lr: 0.001140 loss: 0.2242 (0.2407) loss_rec_all: 0.2494 (0.2659) loss_rec_sfr: 0.3649 (0.3786) loss_cl: -0.2778 (-0.2785) time: 0.7448 data: 0.0001 max mem: 29860 [03:08:46.380089] Epoch: [18] [2900/2904] eta: 0:00:03 lr: 0.001140 loss: 0.2247 (0.2407) loss_rec_all: 0.2501 (0.2659) loss_rec_sfr: 0.3767 (0.3787) loss_cl: -0.2792 (-0.2785) time: 0.7450 data: 0.0001 max mem: 29860 [03:08:48.624445] Epoch: [18] [2903/2904] eta: 0:00:00 lr: 0.001140 loss: 0.2260 (0.2407) loss_rec_all: 0.2517 (0.2659) loss_rec_sfr: 0.3767 (0.3787) loss_cl: -0.2792 (-0.2785) time: 0.7451 data: 0.0001 max mem: 29860 [03:08:50.702357] Epoch: [18] Total time: 0:36:26 (0.7528 s / it) [03:08:50.704009] Averaged stats: lr: 0.001140 loss: 0.2260 (0.2429) loss_rec_all: 0.2517 (0.2658) loss_rec_sfr: 0.3767 (0.3781) loss_cl: -0.2792 (-0.2551) [03:08:50.708721] log_dir: ./checkpoint/VF2_ViT-B [03:09:09.756999] Epoch: [19] [ 0/2904] eta: 15:21:51 lr: 0.001140 loss: 0.2191 (0.2191) loss_rec_all: 0.2451 (0.2451) loss_rec_sfr: 0.2971 (0.2971) loss_cl: -0.2804 (-0.2804) time: 19.0468 data: 10.3524 max mem: 29860 [03:09:26.238696] Epoch: [19] [ 20/2904] eta: 1:21:19 lr: 0.001140 loss: 0.2237 (0.2362) loss_rec_all: 0.2492 (0.2615) loss_rec_sfr: 0.3353 (0.3680) loss_cl: -0.2792 (-0.2792) time: 0.8240 data: 0.0806 max mem: 29860 [03:09:41.119863] Epoch: [19] [ 40/2904] eta: 0:58:41 lr: 0.001141 loss: 0.2261 (0.2374) loss_rec_all: 0.2517 (0.2627) loss_rec_sfr: 0.3288 (0.3719) loss_cl: -0.2785 (-0.2789) time: 0.7440 data: 0.0002 max mem: 29860 [03:09:56.006691] Epoch: [19] [ 60/2904] eta: 0:50:44 lr: 0.001141 loss: 0.2258 (0.2369) loss_rec_all: 0.2508 (0.2622) loss_rec_sfr: 0.3687 (0.3727) loss_cl: -0.2784 (-0.2786) time: 0.7443 data: 0.0002 max mem: 29860 [03:10:10.900204] Epoch: [19] [ 80/2904] eta: 0:46:35 lr: 0.001142 loss: 0.2347 (0.2399) loss_rec_all: 0.2604 (0.2650) loss_rec_sfr: 0.3689 (0.3811) loss_cl: -0.2785 (-0.2786) time: 0.7446 data: 0.0002 max mem: 29860 [03:10:25.821313] Epoch: [19] [ 100/2904] eta: 0:44:00 lr: 0.001142 loss: 0.2250 (0.2392) loss_rec_all: 0.2506 (0.2643) loss_rec_sfr: 0.3705 (0.3809) loss_cl: -0.2784 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [03:10:40.731000] Epoch: [19] [ 120/2904] eta: 0:42:11 lr: 0.001142 loss: 0.2269 (0.2374) loss_rec_all: 0.2525 (0.2626) loss_rec_sfr: 0.3297 (0.3740) loss_cl: -0.2779 (-0.2785) time: 0.7454 data: 0.0002 max mem: 29860 [03:10:55.806619] Epoch: [19] [ 140/2904] eta: 0:40:52 lr: 0.001143 loss: 0.2250 (0.2367) loss_rec_all: 0.2507 (0.2620) loss_rec_sfr: 0.3367 (0.3725) loss_cl: -0.2779 (-0.2784) time: 0.7537 data: 0.0002 max mem: 29860 [03:11:10.727641] Epoch: [19] [ 160/2904] eta: 0:39:46 lr: 0.001143 loss: 0.2259 (0.2362) loss_rec_all: 0.2514 (0.2614) loss_rec_sfr: 0.3757 (0.3730) loss_cl: -0.2791 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [03:11:25.653078] Epoch: [19] [ 180/2904] eta: 0:38:51 lr: 0.001144 loss: 0.2292 (0.2370) loss_rec_all: 0.2544 (0.2622) loss_rec_sfr: 0.3742 (0.3760) loss_cl: -0.2783 (-0.2784) time: 0.7462 data: 0.0002 max mem: 29860 [03:11:40.734580] Epoch: [19] [ 200/2904] eta: 0:38:07 lr: 0.001144 loss: 0.2266 (0.2367) loss_rec_all: 0.2523 (0.2620) loss_rec_sfr: 0.3390 (0.3745) loss_cl: -0.2789 (-0.2785) time: 0.7540 data: 0.0002 max mem: 29860 [03:11:55.662068] Epoch: [19] [ 220/2904] eta: 0:37:26 lr: 0.001145 loss: 0.2306 (0.2372) loss_rec_all: 0.2562 (0.2625) loss_rec_sfr: 0.3299 (0.3732) loss_cl: -0.2782 (-0.2785) time: 0.7463 data: 0.0002 max mem: 29860 [03:12:10.589328] Epoch: [19] [ 240/2904] eta: 0:36:49 lr: 0.001145 loss: 0.2282 (0.2373) loss_rec_all: 0.2533 (0.2625) loss_rec_sfr: 0.3438 (0.3735) loss_cl: -0.2779 (-0.2784) time: 0.7463 data: 0.0002 max mem: 29860 [03:12:25.510444] Epoch: [19] [ 260/2904] eta: 0:36:15 lr: 0.001145 loss: 0.2300 (0.2382) loss_rec_all: 0.2558 (0.2635) loss_rec_sfr: 0.3706 (0.3760) loss_cl: -0.2790 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [03:12:40.429505] Epoch: [19] [ 280/2904] eta: 0:35:45 lr: 0.001146 loss: 0.2275 (0.2382) loss_rec_all: 0.2526 (0.2635) loss_rec_sfr: 0.3575 (0.3757) loss_cl: -0.2794 (-0.2785) time: 0.7459 data: 0.0002 max mem: 29860 [03:12:55.351134] Epoch: [19] [ 300/2904] eta: 0:35:16 lr: 0.001146 loss: 0.2273 (0.2385) loss_rec_all: 0.2529 (0.2637) loss_rec_sfr: 0.3312 (0.3754) loss_cl: -0.2784 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [03:13:10.280141] Epoch: [19] [ 320/2904] eta: 0:34:49 lr: 0.001147 loss: 0.2373 (0.2388) loss_rec_all: 0.2627 (0.2640) loss_rec_sfr: 0.3282 (0.3746) loss_cl: -0.2778 (-0.2785) time: 0.7464 data: 0.0002 max mem: 29860 [03:13:25.203033] Epoch: [19] [ 340/2904] eta: 0:34:23 lr: 0.001147 loss: 0.2278 (0.2387) loss_rec_all: 0.2527 (0.2639) loss_rec_sfr: 0.3755 (0.3750) loss_cl: -0.2780 (-0.2784) time: 0.7461 data: 0.0002 max mem: 29860 [03:13:40.124117] Epoch: [19] [ 360/2904] eta: 0:33:59 lr: 0.001147 loss: 0.2249 (0.2382) loss_rec_all: 0.2503 (0.2634) loss_rec_sfr: 0.3807 (0.3746) loss_cl: -0.2793 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [03:13:55.045041] Epoch: [19] [ 380/2904] eta: 0:33:36 lr: 0.001148 loss: 0.2289 (0.2381) loss_rec_all: 0.2545 (0.2633) loss_rec_sfr: 0.3381 (0.3740) loss_cl: -0.2793 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [03:14:09.963250] Epoch: [19] [ 400/2904] eta: 0:33:13 lr: 0.001148 loss: 0.2296 (0.2384) loss_rec_all: 0.2546 (0.2637) loss_rec_sfr: 0.3572 (0.3749) loss_cl: -0.2781 (-0.2785) time: 0.7459 data: 0.0002 max mem: 29860 [03:14:24.886464] Epoch: [19] [ 420/2904] eta: 0:32:51 lr: 0.001149 loss: 0.2316 (0.2388) loss_rec_all: 0.2567 (0.2640) loss_rec_sfr: 0.3660 (0.3758) loss_cl: -0.2779 (-0.2785) time: 0.7461 data: 0.0002 max mem: 29860 [03:14:39.806161] Epoch: [19] [ 440/2904] eta: 0:32:30 lr: 0.001149 loss: 0.2390 (0.2396) loss_rec_all: 0.2646 (0.2648) loss_rec_sfr: 0.3582 (0.3776) loss_cl: -0.2779 (-0.2784) time: 0.7459 data: 0.0002 max mem: 29860 [03:14:54.726412] Epoch: [19] [ 460/2904] eta: 0:32:09 lr: 0.001150 loss: 0.2319 (0.2394) loss_rec_all: 0.2572 (0.2646) loss_rec_sfr: 0.3294 (0.3762) loss_cl: -0.2790 (-0.2784) time: 0.7460 data: 0.0002 max mem: 29860 [03:15:09.650425] Epoch: [19] [ 480/2904] eta: 0:31:49 lr: 0.001150 loss: 0.2246 (0.2394) loss_rec_all: 0.2500 (0.2646) loss_rec_sfr: 0.3597 (0.3765) loss_cl: -0.2785 (-0.2784) time: 0.7462 data: 0.0002 max mem: 29860 [03:15:24.571568] Epoch: [19] [ 500/2904] eta: 0:31:29 lr: 0.001150 loss: 0.2262 (0.2391) loss_rec_all: 0.2516 (0.2643) loss_rec_sfr: 0.3270 (0.3757) loss_cl: -0.2790 (-0.2784) time: 0.7460 data: 0.0002 max mem: 29860 [03:15:39.492632] Epoch: [19] [ 520/2904] eta: 0:31:10 lr: 0.001151 loss: 0.2306 (0.2393) loss_rec_all: 0.2560 (0.2645) loss_rec_sfr: 0.3404 (0.3761) loss_cl: -0.2785 (-0.2784) time: 0.7460 data: 0.0002 max mem: 29860 [03:15:54.411575] Epoch: [19] [ 540/2904] eta: 0:30:51 lr: 0.001151 loss: 0.2273 (0.2391) loss_rec_all: 0.2529 (0.2643) loss_rec_sfr: 0.3365 (0.3754) loss_cl: -0.2787 (-0.2784) time: 0.7459 data: 0.0002 max mem: 29860 [03:16:09.327514] Epoch: [19] [ 560/2904] eta: 0:30:32 lr: 0.001152 loss: 0.2278 (0.2391) loss_rec_all: 0.2534 (0.2644) loss_rec_sfr: 0.3776 (0.3762) loss_cl: -0.2792 (-0.2785) time: 0.7458 data: 0.0002 max mem: 29860 [03:16:24.245150] Epoch: [19] [ 580/2904] eta: 0:30:14 lr: 0.001152 loss: 0.2313 (0.2393) loss_rec_all: 0.2567 (0.2645) loss_rec_sfr: 0.3287 (0.3760) loss_cl: -0.2784 (-0.2785) time: 0.7458 data: 0.0002 max mem: 29860 [03:16:39.163829] Epoch: [19] [ 600/2904] eta: 0:29:55 lr: 0.001152 loss: 0.2277 (0.2389) loss_rec_all: 0.2525 (0.2641) loss_rec_sfr: 0.3626 (0.3754) loss_cl: -0.2786 (-0.2785) time: 0.7459 data: 0.0002 max mem: 29860 [03:16:54.086452] Epoch: [19] [ 620/2904] eta: 0:29:37 lr: 0.001153 loss: 0.2286 (0.2388) loss_rec_all: 0.2540 (0.2640) loss_rec_sfr: 0.3273 (0.3752) loss_cl: -0.2784 (-0.2784) time: 0.7461 data: 0.0002 max mem: 29860 [03:17:09.010005] Epoch: [19] [ 640/2904] eta: 0:29:19 lr: 0.001153 loss: 0.2299 (0.2387) loss_rec_all: 0.2549 (0.2639) loss_rec_sfr: 0.3331 (0.3748) loss_cl: -0.2785 (-0.2784) time: 0.7461 data: 0.0002 max mem: 29860 [03:17:23.933066] Epoch: [19] [ 660/2904] eta: 0:29:02 lr: 0.001154 loss: 0.2285 (0.2388) loss_rec_all: 0.2535 (0.2640) loss_rec_sfr: 0.3581 (0.3751) loss_cl: -0.2785 (-0.2784) time: 0.7461 data: 0.0002 max mem: 29860 [03:17:38.859149] Epoch: [19] [ 680/2904] eta: 0:28:44 lr: 0.001154 loss: 0.2240 (0.2385) loss_rec_all: 0.2498 (0.2637) loss_rec_sfr: 0.3281 (0.3743) loss_cl: -0.2791 (-0.2785) time: 0.7463 data: 0.0002 max mem: 29860 [03:17:53.779295] Epoch: [19] [ 700/2904] eta: 0:28:27 lr: 0.001154 loss: 0.2251 (0.2385) loss_rec_all: 0.2503 (0.2637) loss_rec_sfr: 0.3334 (0.3742) loss_cl: -0.2776 (-0.2784) time: 0.7460 data: 0.0002 max mem: 29860 [03:18:08.696389] Epoch: [19] [ 720/2904] eta: 0:28:10 lr: 0.001155 loss: 0.2300 (0.2386) loss_rec_all: 0.2553 (0.2638) loss_rec_sfr: 0.3809 (0.3748) loss_cl: -0.2792 (-0.2785) time: 0.7458 data: 0.0002 max mem: 29860 [03:18:23.611467] Epoch: [19] [ 740/2904] eta: 0:27:52 lr: 0.001155 loss: 0.2324 (0.2386) loss_rec_all: 0.2574 (0.2638) loss_rec_sfr: 0.3743 (0.3749) loss_cl: -0.2790 (-0.2785) time: 0.7457 data: 0.0002 max mem: 29860 [03:18:38.530081] Epoch: [19] [ 760/2904] eta: 0:27:36 lr: 0.001156 loss: 0.2258 (0.2385) loss_rec_all: 0.2508 (0.2637) loss_rec_sfr: 0.3354 (0.3749) loss_cl: -0.2777 (-0.2784) time: 0.7459 data: 0.0002 max mem: 29860 [03:18:53.448745] Epoch: [19] [ 780/2904] eta: 0:27:19 lr: 0.001156 loss: 0.2274 (0.2384) loss_rec_all: 0.2526 (0.2636) loss_rec_sfr: 0.3277 (0.3744) loss_cl: -0.2781 (-0.2784) time: 0.7459 data: 0.0002 max mem: 29860 [03:19:08.369128] Epoch: [19] [ 800/2904] eta: 0:27:02 lr: 0.001157 loss: 0.2314 (0.2382) loss_rec_all: 0.2570 (0.2635) loss_rec_sfr: 0.3625 (0.3740) loss_cl: -0.2794 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [03:19:23.293423] Epoch: [19] [ 820/2904] eta: 0:26:45 lr: 0.001157 loss: 0.2275 (0.2383) loss_rec_all: 0.2527 (0.2635) loss_rec_sfr: 0.3778 (0.3743) loss_cl: -0.2787 (-0.2785) time: 0.7462 data: 0.0002 max mem: 29860 [03:19:38.210080] Epoch: [19] [ 840/2904] eta: 0:26:29 lr: 0.001157 loss: 0.2249 (0.2383) loss_rec_all: 0.2503 (0.2636) loss_rec_sfr: 0.3823 (0.3747) loss_cl: -0.2783 (-0.2785) time: 0.7458 data: 0.0002 max mem: 29860 [03:19:53.129460] Epoch: [19] [ 860/2904] eta: 0:26:12 lr: 0.001158 loss: 0.2288 (0.2384) loss_rec_all: 0.2539 (0.2636) loss_rec_sfr: 0.3886 (0.3751) loss_cl: -0.2786 (-0.2785) time: 0.7459 data: 0.0002 max mem: 29860 [03:20:08.043322] Epoch: [19] [ 880/2904] eta: 0:25:56 lr: 0.001158 loss: 0.2296 (0.2384) loss_rec_all: 0.2547 (0.2636) loss_rec_sfr: 0.3731 (0.3751) loss_cl: -0.2789 (-0.2785) time: 0.7457 data: 0.0002 max mem: 29860 [03:20:22.957772] Epoch: [19] [ 900/2904] eta: 0:25:39 lr: 0.001159 loss: 0.2236 (0.2382) loss_rec_all: 0.2491 (0.2634) loss_rec_sfr: 0.3371 (0.3747) loss_cl: -0.2786 (-0.2785) time: 0.7457 data: 0.0002 max mem: 29860 [03:20:37.873128] Epoch: [19] [ 920/2904] eta: 0:25:23 lr: 0.001159 loss: 0.2247 (0.2381) loss_rec_all: 0.2502 (0.2633) loss_rec_sfr: 0.3307 (0.3743) loss_cl: -0.2784 (-0.2785) time: 0.7457 data: 0.0002 max mem: 29860 [03:20:52.798514] Epoch: [19] [ 940/2904] eta: 0:25:07 lr: 0.001159 loss: 0.2270 (0.2379) loss_rec_all: 0.2526 (0.2632) loss_rec_sfr: 0.3330 (0.3738) loss_cl: -0.2781 (-0.2785) time: 0.7462 data: 0.0002 max mem: 29860 [03:21:07.706774] Epoch: [19] [ 960/2904] eta: 0:24:50 lr: 0.001160 loss: 0.2296 (0.2380) loss_rec_all: 0.2548 (0.2632) loss_rec_sfr: 0.3372 (0.3739) loss_cl: -0.2774 (-0.2785) time: 0.7454 data: 0.0002 max mem: 29860 [03:21:22.628343] Epoch: [19] [ 980/2904] eta: 0:24:34 lr: 0.001160 loss: 0.2268 (0.2380) loss_rec_all: 0.2524 (0.2632) loss_rec_sfr: 0.3342 (0.3737) loss_cl: -0.2784 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [03:21:37.549801] Epoch: [19] [1000/2904] eta: 0:24:18 lr: 0.001161 loss: 0.2289 (0.2380) loss_rec_all: 0.2538 (0.2632) loss_rec_sfr: 0.3702 (0.3738) loss_cl: -0.2789 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [03:21:52.472337] Epoch: [19] [1020/2904] eta: 0:24:02 lr: 0.001161 loss: 0.2253 (0.2379) loss_rec_all: 0.2510 (0.2632) loss_rec_sfr: 0.3789 (0.3741) loss_cl: -0.2795 (-0.2785) time: 0.7461 data: 0.0002 max mem: 29860 [03:22:07.388760] Epoch: [19] [1040/2904] eta: 0:23:46 lr: 0.001161 loss: 0.2260 (0.2380) loss_rec_all: 0.2515 (0.2633) loss_rec_sfr: 0.3821 (0.3744) loss_cl: -0.2788 (-0.2785) time: 0.7458 data: 0.0002 max mem: 29860 [03:22:22.308040] Epoch: [19] [1060/2904] eta: 0:23:30 lr: 0.001162 loss: 0.2315 (0.2382) loss_rec_all: 0.2565 (0.2634) loss_rec_sfr: 0.3743 (0.3749) loss_cl: -0.2778 (-0.2785) time: 0.7459 data: 0.0002 max mem: 29860 [03:22:37.226997] Epoch: [19] [1080/2904] eta: 0:23:14 lr: 0.001162 loss: 0.2276 (0.2382) loss_rec_all: 0.2532 (0.2634) loss_rec_sfr: 0.3349 (0.3748) loss_cl: -0.2779 (-0.2785) time: 0.7459 data: 0.0002 max mem: 29860 [03:22:52.146522] Epoch: [19] [1100/2904] eta: 0:22:58 lr: 0.001163 loss: 0.2298 (0.2382) loss_rec_all: 0.2550 (0.2634) loss_rec_sfr: 0.3637 (0.3748) loss_cl: -0.2787 (-0.2785) time: 0.7459 data: 0.0002 max mem: 29860 [03:23:07.068909] Epoch: [19] [1120/2904] eta: 0:22:42 lr: 0.001163 loss: 0.2249 (0.2382) loss_rec_all: 0.2507 (0.2634) loss_rec_sfr: 0.3248 (0.3746) loss_cl: -0.2787 (-0.2785) time: 0.7461 data: 0.0002 max mem: 29860 [03:23:21.997621] Epoch: [19] [1140/2904] eta: 0:22:26 lr: 0.001164 loss: 0.2326 (0.2381) loss_rec_all: 0.2580 (0.2634) loss_rec_sfr: 0.3278 (0.3745) loss_cl: -0.2779 (-0.2784) time: 0.7464 data: 0.0002 max mem: 29860 [03:23:36.924528] Epoch: [19] [1160/2904] eta: 0:22:11 lr: 0.001164 loss: 0.2309 (0.2383) loss_rec_all: 0.2562 (0.2635) loss_rec_sfr: 0.3780 (0.3749) loss_cl: -0.2785 (-0.2784) time: 0.7463 data: 0.0002 max mem: 29860 [03:23:51.849377] Epoch: [19] [1180/2904] eta: 0:21:55 lr: 0.001164 loss: 0.2256 (0.2381) loss_rec_all: 0.2515 (0.2634) loss_rec_sfr: 0.3295 (0.3744) loss_cl: -0.2793 (-0.2785) time: 0.7462 data: 0.0002 max mem: 29860 [03:24:06.770999] Epoch: [19] [1200/2904] eta: 0:21:39 lr: 0.001165 loss: 0.2269 (0.2382) loss_rec_all: 0.2527 (0.2634) loss_rec_sfr: 0.3728 (0.3747) loss_cl: -0.2788 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [03:24:21.689455] Epoch: [19] [1220/2904] eta: 0:21:23 lr: 0.001165 loss: 0.2254 (0.2383) loss_rec_all: 0.2510 (0.2635) loss_rec_sfr: 0.3654 (0.3749) loss_cl: -0.2795 (-0.2785) time: 0.7459 data: 0.0002 max mem: 29860 [03:24:36.608128] Epoch: [19] [1240/2904] eta: 0:21:08 lr: 0.001166 loss: 0.2264 (0.2381) loss_rec_all: 0.2520 (0.2633) loss_rec_sfr: 0.3290 (0.3744) loss_cl: -0.2787 (-0.2785) time: 0.7459 data: 0.0002 max mem: 29860 [03:24:51.528883] Epoch: [19] [1260/2904] eta: 0:20:52 lr: 0.001166 loss: 0.2324 (0.2384) loss_rec_all: 0.2578 (0.2636) loss_rec_sfr: 0.3775 (0.3750) loss_cl: -0.2777 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [03:25:06.454184] Epoch: [19] [1280/2904] eta: 0:20:36 lr: 0.001166 loss: 0.2235 (0.2383) loss_rec_all: 0.2487 (0.2635) loss_rec_sfr: 0.3822 (0.3751) loss_cl: -0.2781 (-0.2785) time: 0.7462 data: 0.0002 max mem: 29860 [03:25:21.374166] Epoch: [19] [1300/2904] eta: 0:20:21 lr: 0.001167 loss: 0.2252 (0.2383) loss_rec_all: 0.2504 (0.2635) loss_rec_sfr: 0.3643 (0.3751) loss_cl: -0.2786 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [03:25:36.294859] Epoch: [19] [1320/2904] eta: 0:20:05 lr: 0.001167 loss: 0.2279 (0.2383) loss_rec_all: 0.2534 (0.2635) loss_rec_sfr: 0.3381 (0.3751) loss_cl: -0.2790 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [03:25:51.215609] Epoch: [19] [1340/2904] eta: 0:19:50 lr: 0.001168 loss: 0.2303 (0.2383) loss_rec_all: 0.2554 (0.2635) loss_rec_sfr: 0.3767 (0.3753) loss_cl: -0.2787 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [03:26:06.135952] Epoch: [19] [1360/2904] eta: 0:19:34 lr: 0.001168 loss: 0.2308 (0.2384) loss_rec_all: 0.2560 (0.2636) loss_rec_sfr: 0.3412 (0.3756) loss_cl: -0.2786 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [03:26:21.059868] Epoch: [19] [1380/2904] eta: 0:19:19 lr: 0.001169 loss: 0.2278 (0.2384) loss_rec_all: 0.2531 (0.2636) loss_rec_sfr: 0.3323 (0.3754) loss_cl: -0.2782 (-0.2785) time: 0.7462 data: 0.0002 max mem: 29860 [03:26:35.978864] Epoch: [19] [1400/2904] eta: 0:19:03 lr: 0.001169 loss: 0.2365 (0.2385) loss_rec_all: 0.2620 (0.2637) loss_rec_sfr: 0.3663 (0.3757) loss_cl: -0.2790 (-0.2785) time: 0.7459 data: 0.0002 max mem: 29860 [03:26:50.897619] Epoch: [19] [1420/2904] eta: 0:18:48 lr: 0.001169 loss: 0.2257 (0.2385) loss_rec_all: 0.2516 (0.2637) loss_rec_sfr: 0.3706 (0.3758) loss_cl: -0.2791 (-0.2785) time: 0.7459 data: 0.0002 max mem: 29860 [03:27:05.822722] Epoch: [19] [1440/2904] eta: 0:18:32 lr: 0.001170 loss: 0.2281 (0.2386) loss_rec_all: 0.2536 (0.2638) loss_rec_sfr: 0.3606 (0.3759) loss_cl: -0.2782 (-0.2785) time: 0.7462 data: 0.0002 max mem: 29860 [03:27:20.743792] Epoch: [19] [1460/2904] eta: 0:18:17 lr: 0.001170 loss: 0.2282 (0.2386) loss_rec_all: 0.2534 (0.2638) loss_rec_sfr: 0.3713 (0.3761) loss_cl: -0.2777 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [03:27:35.671533] Epoch: [19] [1480/2904] eta: 0:18:01 lr: 0.001171 loss: 0.2261 (0.2386) loss_rec_all: 0.2514 (0.2638) loss_rec_sfr: 0.3335 (0.3760) loss_cl: -0.2789 (-0.2785) time: 0.7463 data: 0.0002 max mem: 29860 [03:27:50.593454] Epoch: [19] [1500/2904] eta: 0:17:46 lr: 0.001171 loss: 0.2353 (0.2387) loss_rec_all: 0.2609 (0.2639) loss_rec_sfr: 0.3377 (0.3761) loss_cl: -0.2789 (-0.2785) time: 0.7461 data: 0.0002 max mem: 29860 [03:28:05.516654] Epoch: [19] [1520/2904] eta: 0:17:30 lr: 0.001171 loss: 0.2324 (0.2387) loss_rec_all: 0.2582 (0.2640) loss_rec_sfr: 0.3316 (0.3761) loss_cl: -0.2791 (-0.2785) time: 0.7461 data: 0.0002 max mem: 29860 [03:28:20.433757] Epoch: [19] [1540/2904] eta: 0:17:15 lr: 0.001172 loss: 0.2254 (0.2387) loss_rec_all: 0.2512 (0.2639) loss_rec_sfr: 0.3800 (0.3762) loss_cl: -0.2785 (-0.2785) time: 0.7458 data: 0.0002 max mem: 29860 [03:28:35.356669] Epoch: [19] [1560/2904] eta: 0:16:59 lr: 0.001172 loss: 0.2315 (0.2387) loss_rec_all: 0.2564 (0.2640) loss_rec_sfr: 0.3799 (0.3764) loss_cl: -0.2791 (-0.2785) time: 0.7461 data: 0.0002 max mem: 29860 [03:28:50.277369] Epoch: [19] [1580/2904] eta: 0:16:44 lr: 0.001173 loss: 0.2332 (0.2388) loss_rec_all: 0.2587 (0.2640) loss_rec_sfr: 0.3365 (0.3765) loss_cl: -0.2796 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [03:29:05.192455] Epoch: [19] [1600/2904] eta: 0:16:29 lr: 0.001173 loss: 0.2285 (0.2389) loss_rec_all: 0.2537 (0.2641) loss_rec_sfr: 0.3543 (0.3767) loss_cl: -0.2787 (-0.2785) time: 0.7457 data: 0.0002 max mem: 29860 [03:29:20.111405] Epoch: [19] [1620/2904] eta: 0:16:13 lr: 0.001173 loss: 0.2265 (0.2389) loss_rec_all: 0.2516 (0.2641) loss_rec_sfr: 0.3307 (0.3767) loss_cl: -0.2776 (-0.2785) time: 0.7459 data: 0.0002 max mem: 29860 [03:29:35.029801] Epoch: [19] [1640/2904] eta: 0:15:58 lr: 0.001174 loss: 0.2267 (0.2388) loss_rec_all: 0.2521 (0.2640) loss_rec_sfr: 0.3258 (0.3763) loss_cl: -0.2773 (-0.2785) time: 0.7459 data: 0.0002 max mem: 29860 [03:29:49.950521] Epoch: [19] [1660/2904] eta: 0:15:43 lr: 0.001174 loss: 0.2314 (0.2389) loss_rec_all: 0.2566 (0.2641) loss_rec_sfr: 0.3823 (0.3765) loss_cl: -0.2786 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [03:30:04.868013] Epoch: [19] [1680/2904] eta: 0:15:27 lr: 0.001175 loss: 0.2284 (0.2388) loss_rec_all: 0.2541 (0.2640) loss_rec_sfr: 0.3270 (0.3761) loss_cl: -0.2792 (-0.2785) time: 0.7458 data: 0.0002 max mem: 29860 [03:30:19.788019] Epoch: [19] [1700/2904] eta: 0:15:12 lr: 0.001175 loss: 0.2268 (0.2388) loss_rec_all: 0.2527 (0.2640) loss_rec_sfr: 0.3318 (0.3761) loss_cl: -0.2799 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [03:30:34.705975] Epoch: [19] [1720/2904] eta: 0:14:57 lr: 0.001176 loss: 0.2262 (0.2387) loss_rec_all: 0.2513 (0.2639) loss_rec_sfr: 0.3354 (0.3759) loss_cl: -0.2780 (-0.2785) time: 0.7459 data: 0.0002 max mem: 29860 [03:30:49.626358] Epoch: [19] [1740/2904] eta: 0:14:41 lr: 0.001176 loss: 0.2282 (0.2387) loss_rec_all: 0.2535 (0.2639) loss_rec_sfr: 0.3289 (0.3757) loss_cl: -0.2786 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [03:31:04.545986] Epoch: [19] [1760/2904] eta: 0:14:26 lr: 0.001176 loss: 0.2300 (0.2386) loss_rec_all: 0.2556 (0.2638) loss_rec_sfr: 0.3236 (0.3754) loss_cl: -0.2789 (-0.2785) time: 0.7459 data: 0.0002 max mem: 29860 [03:31:19.466629] Epoch: [19] [1780/2904] eta: 0:14:11 lr: 0.001177 loss: 0.2322 (0.2387) loss_rec_all: 0.2571 (0.2639) loss_rec_sfr: 0.3298 (0.3754) loss_cl: -0.2786 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [03:31:34.381935] Epoch: [19] [1800/2904] eta: 0:13:55 lr: 0.001177 loss: 0.2256 (0.2386) loss_rec_all: 0.2508 (0.2638) loss_rec_sfr: 0.3772 (0.3754) loss_cl: -0.2786 (-0.2785) time: 0.7457 data: 0.0002 max mem: 29860 [03:31:49.299851] Epoch: [19] [1820/2904] eta: 0:13:40 lr: 0.001178 loss: 0.2224 (0.2385) loss_rec_all: 0.2483 (0.2638) loss_rec_sfr: 0.3206 (0.3752) loss_cl: -0.2788 (-0.2785) time: 0.7459 data: 0.0002 max mem: 29860 [03:32:04.221356] Epoch: [19] [1840/2904] eta: 0:13:25 lr: 0.001178 loss: 0.2270 (0.2386) loss_rec_all: 0.2524 (0.2638) loss_rec_sfr: 0.3322 (0.3751) loss_cl: -0.2785 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [03:32:19.137117] Epoch: [19] [1860/2904] eta: 0:13:10 lr: 0.001178 loss: 0.2224 (0.2385) loss_rec_all: 0.2475 (0.2637) loss_rec_sfr: 0.3264 (0.3749) loss_cl: -0.2797 (-0.2785) time: 0.7457 data: 0.0002 max mem: 29860 [03:32:34.058069] Epoch: [19] [1880/2904] eta: 0:12:54 lr: 0.001179 loss: 0.2222 (0.2384) loss_rec_all: 0.2479 (0.2637) loss_rec_sfr: 0.3270 (0.3749) loss_cl: -0.2783 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [03:32:48.960012] Epoch: [19] [1900/2904] eta: 0:12:39 lr: 0.001179 loss: 0.2260 (0.2384) loss_rec_all: 0.2509 (0.2637) loss_rec_sfr: 0.3657 (0.3750) loss_cl: -0.2773 (-0.2785) time: 0.7451 data: 0.0002 max mem: 29860 [03:33:03.872841] Epoch: [19] [1920/2904] eta: 0:12:24 lr: 0.001180 loss: 0.2259 (0.2383) loss_rec_all: 0.2509 (0.2636) loss_rec_sfr: 0.3278 (0.3747) loss_cl: -0.2788 (-0.2785) time: 0.7456 data: 0.0002 max mem: 29860 [03:33:18.788218] Epoch: [19] [1940/2904] eta: 0:12:09 lr: 0.001180 loss: 0.2254 (0.2383) loss_rec_all: 0.2507 (0.2635) loss_rec_sfr: 0.3771 (0.3747) loss_cl: -0.2793 (-0.2785) time: 0.7457 data: 0.0002 max mem: 29860 [03:33:33.703815] Epoch: [19] [1960/2904] eta: 0:11:53 lr: 0.001180 loss: 0.2236 (0.2383) loss_rec_all: 0.2487 (0.2635) loss_rec_sfr: 0.3717 (0.3747) loss_cl: -0.2791 (-0.2785) time: 0.7457 data: 0.0002 max mem: 29860 [03:33:48.626536] Epoch: [19] [1980/2904] eta: 0:11:38 lr: 0.001181 loss: 0.2243 (0.2382) loss_rec_all: 0.2502 (0.2634) loss_rec_sfr: 0.3742 (0.3747) loss_cl: -0.2790 (-0.2785) time: 0.7461 data: 0.0002 max mem: 29860 [03:34:03.545863] Epoch: [19] [2000/2904] eta: 0:11:23 lr: 0.001181 loss: 0.2274 (0.2381) loss_rec_all: 0.2526 (0.2633) loss_rec_sfr: 0.3293 (0.3743) loss_cl: -0.2788 (-0.2785) time: 0.7459 data: 0.0002 max mem: 29860 [03:34:18.464381] Epoch: [19] [2020/2904] eta: 0:11:08 lr: 0.001182 loss: 0.2227 (0.2380) loss_rec_all: 0.2478 (0.2633) loss_rec_sfr: 0.3208 (0.3741) loss_cl: -0.2789 (-0.2785) time: 0.7459 data: 0.0002 max mem: 29860 [03:34:33.386156] Epoch: [19] [2040/2904] eta: 0:10:53 lr: 0.001182 loss: 0.2264 (0.2380) loss_rec_all: 0.2519 (0.2632) loss_rec_sfr: 0.3649 (0.3740) loss_cl: -0.2795 (-0.2785) time: 0.7461 data: 0.0002 max mem: 29860 [03:34:48.304823] Epoch: [19] [2060/2904] eta: 0:10:37 lr: 0.001183 loss: 0.2276 (0.2380) loss_rec_all: 0.2529 (0.2632) loss_rec_sfr: 0.3675 (0.3742) loss_cl: -0.2791 (-0.2785) time: 0.7459 data: 0.0002 max mem: 29860 [03:35:03.223374] Epoch: [19] [2080/2904] eta: 0:10:22 lr: 0.001183 loss: 0.2267 (0.2380) loss_rec_all: 0.2519 (0.2632) loss_rec_sfr: 0.3772 (0.3744) loss_cl: -0.2784 (-0.2785) time: 0.7459 data: 0.0002 max mem: 29860 [03:35:18.142921] Epoch: [19] [2100/2904] eta: 0:10:07 lr: 0.001183 loss: 0.2234 (0.2379) loss_rec_all: 0.2487 (0.2632) loss_rec_sfr: 0.3316 (0.3742) loss_cl: -0.2800 (-0.2785) time: 0.7459 data: 0.0002 max mem: 29860 [03:35:33.066780] Epoch: [19] [2120/2904] eta: 0:09:52 lr: 0.001184 loss: 0.2261 (0.2380) loss_rec_all: 0.2518 (0.2632) loss_rec_sfr: 0.3600 (0.3744) loss_cl: -0.2769 (-0.2785) time: 0.7462 data: 0.0002 max mem: 29860 [03:35:47.998569] Epoch: [19] [2140/2904] eta: 0:09:37 lr: 0.001184 loss: 0.2306 (0.2380) loss_rec_all: 0.2564 (0.2632) loss_rec_sfr: 0.3623 (0.3745) loss_cl: -0.2778 (-0.2785) time: 0.7465 data: 0.0002 max mem: 29860 [03:36:02.918982] Epoch: [19] [2160/2904] eta: 0:09:21 lr: 0.001185 loss: 0.2320 (0.2380) loss_rec_all: 0.2570 (0.2633) loss_rec_sfr: 0.3343 (0.3745) loss_cl: -0.2787 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [03:36:17.840834] Epoch: [19] [2180/2904] eta: 0:09:06 lr: 0.001185 loss: 0.2280 (0.2380) loss_rec_all: 0.2537 (0.2633) loss_rec_sfr: 0.3299 (0.3744) loss_cl: -0.2790 (-0.2785) time: 0.7461 data: 0.0002 max mem: 29860 [03:36:32.764741] Epoch: [19] [2200/2904] eta: 0:08:51 lr: 0.001185 loss: 0.2289 (0.2380) loss_rec_all: 0.2541 (0.2632) loss_rec_sfr: 0.3299 (0.3742) loss_cl: -0.2789 (-0.2785) time: 0.7462 data: 0.0002 max mem: 29860 [03:36:47.684655] Epoch: [19] [2220/2904] eta: 0:08:36 lr: 0.001186 loss: 0.2283 (0.2380) loss_rec_all: 0.2539 (0.2632) loss_rec_sfr: 0.3435 (0.3742) loss_cl: -0.2788 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [03:37:02.606507] Epoch: [19] [2240/2904] eta: 0:08:21 lr: 0.001186 loss: 0.2237 (0.2380) loss_rec_all: 0.2488 (0.2632) loss_rec_sfr: 0.3590 (0.3742) loss_cl: -0.2788 (-0.2785) time: 0.7461 data: 0.0002 max mem: 29860 [03:37:17.524435] Epoch: [19] [2260/2904] eta: 0:08:06 lr: 0.001187 loss: 0.2259 (0.2380) loss_rec_all: 0.2519 (0.2632) loss_rec_sfr: 0.3287 (0.3743) loss_cl: -0.2789 (-0.2785) time: 0.7459 data: 0.0002 max mem: 29860 [03:37:32.442091] Epoch: [19] [2280/2904] eta: 0:07:50 lr: 0.001187 loss: 0.2241 (0.2380) loss_rec_all: 0.2493 (0.2632) loss_rec_sfr: 0.3658 (0.3742) loss_cl: -0.2788 (-0.2785) time: 0.7458 data: 0.0002 max mem: 29860 [03:37:47.355640] Epoch: [19] [2300/2904] eta: 0:07:35 lr: 0.001188 loss: 0.2228 (0.2380) loss_rec_all: 0.2482 (0.2632) loss_rec_sfr: 0.3784 (0.3744) loss_cl: -0.2783 (-0.2785) time: 0.7456 data: 0.0002 max mem: 29860 [03:38:02.274093] Epoch: [19] [2320/2904] eta: 0:07:20 lr: 0.001188 loss: 0.2219 (0.2379) loss_rec_all: 0.2473 (0.2631) loss_rec_sfr: 0.3301 (0.3742) loss_cl: -0.2786 (-0.2785) time: 0.7459 data: 0.0002 max mem: 29860 [03:38:17.190124] Epoch: [19] [2340/2904] eta: 0:07:05 lr: 0.001188 loss: 0.2301 (0.2380) loss_rec_all: 0.2550 (0.2632) loss_rec_sfr: 0.3916 (0.3744) loss_cl: -0.2786 (-0.2785) time: 0.7458 data: 0.0002 max mem: 29860 [03:38:32.108671] Epoch: [19] [2360/2904] eta: 0:06:50 lr: 0.001189 loss: 0.2260 (0.2379) loss_rec_all: 0.2517 (0.2632) loss_rec_sfr: 0.3363 (0.3744) loss_cl: -0.2790 (-0.2785) time: 0.7459 data: 0.0002 max mem: 29860 [03:38:47.028533] Epoch: [19] [2380/2904] eta: 0:06:35 lr: 0.001189 loss: 0.2256 (0.2379) loss_rec_all: 0.2508 (0.2632) loss_rec_sfr: 0.3366 (0.3744) loss_cl: -0.2783 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [03:39:01.947146] Epoch: [19] [2400/2904] eta: 0:06:20 lr: 0.001190 loss: 0.2262 (0.2379) loss_rec_all: 0.2517 (0.2632) loss_rec_sfr: 0.3285 (0.3744) loss_cl: -0.2784 (-0.2785) time: 0.7459 data: 0.0002 max mem: 29860 [03:39:16.868349] Epoch: [19] [2420/2904] eta: 0:06:05 lr: 0.001190 loss: 0.2271 (0.2379) loss_rec_all: 0.2522 (0.2631) loss_rec_sfr: 0.3287 (0.3742) loss_cl: -0.2791 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [03:39:31.784817] Epoch: [19] [2440/2904] eta: 0:05:49 lr: 0.001190 loss: 0.2257 (0.2379) loss_rec_all: 0.2512 (0.2631) loss_rec_sfr: 0.3646 (0.3742) loss_cl: -0.2776 (-0.2785) time: 0.7458 data: 0.0002 max mem: 29860 [03:39:46.700326] Epoch: [19] [2460/2904] eta: 0:05:34 lr: 0.001191 loss: 0.2290 (0.2379) loss_rec_all: 0.2544 (0.2631) loss_rec_sfr: 0.3273 (0.3740) loss_cl: -0.2785 (-0.2785) time: 0.7457 data: 0.0002 max mem: 29860 [03:40:01.628298] Epoch: [19] [2480/2904] eta: 0:05:19 lr: 0.001191 loss: 0.2346 (0.2379) loss_rec_all: 0.2601 (0.2631) loss_rec_sfr: 0.3368 (0.3741) loss_cl: -0.2783 (-0.2785) time: 0.7464 data: 0.0002 max mem: 29860 [03:40:16.550253] Epoch: [19] [2500/2904] eta: 0:05:04 lr: 0.001192 loss: 0.2231 (0.2378) loss_rec_all: 0.2488 (0.2631) loss_rec_sfr: 0.3301 (0.3739) loss_cl: -0.2793 (-0.2785) time: 0.7461 data: 0.0002 max mem: 29860 [03:40:31.469543] Epoch: [19] [2520/2904] eta: 0:04:49 lr: 0.001192 loss: 0.2263 (0.2378) loss_rec_all: 0.2516 (0.2630) loss_rec_sfr: 0.3616 (0.3739) loss_cl: -0.2784 (-0.2785) time: 0.7459 data: 0.0002 max mem: 29860 [03:40:46.392251] Epoch: [19] [2540/2904] eta: 0:04:34 lr: 0.001192 loss: 0.2282 (0.2378) loss_rec_all: 0.2533 (0.2630) loss_rec_sfr: 0.3635 (0.3739) loss_cl: -0.2787 (-0.2785) time: 0.7461 data: 0.0002 max mem: 29860 [03:41:01.313023] Epoch: [19] [2560/2904] eta: 0:04:19 lr: 0.001193 loss: 0.2274 (0.2378) loss_rec_all: 0.2526 (0.2631) loss_rec_sfr: 0.3772 (0.3741) loss_cl: -0.2790 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [03:41:16.227724] Epoch: [19] [2580/2904] eta: 0:04:04 lr: 0.001193 loss: 0.2274 (0.2378) loss_rec_all: 0.2524 (0.2631) loss_rec_sfr: 0.3761 (0.3742) loss_cl: -0.2782 (-0.2785) time: 0.7457 data: 0.0002 max mem: 29860 [03:41:31.145315] Epoch: [19] [2600/2904] eta: 0:03:49 lr: 0.001194 loss: 0.2309 (0.2378) loss_rec_all: 0.2559 (0.2631) loss_rec_sfr: 0.3612 (0.3742) loss_cl: -0.2790 (-0.2785) time: 0.7458 data: 0.0002 max mem: 29860 [03:41:46.064785] Epoch: [19] [2620/2904] eta: 0:03:34 lr: 0.001194 loss: 0.2259 (0.2378) loss_rec_all: 0.2519 (0.2630) loss_rec_sfr: 0.3698 (0.3742) loss_cl: -0.2785 (-0.2785) time: 0.7459 data: 0.0002 max mem: 29860 [03:42:00.985261] Epoch: [19] [2640/2904] eta: 0:03:18 lr: 0.001195 loss: 0.2221 (0.2377) loss_rec_all: 0.2479 (0.2630) loss_rec_sfr: 0.3298 (0.3741) loss_cl: -0.2780 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [03:42:15.910807] Epoch: [19] [2660/2904] eta: 0:03:03 lr: 0.001195 loss: 0.2225 (0.2377) loss_rec_all: 0.2485 (0.2629) loss_rec_sfr: 0.3176 (0.3739) loss_cl: -0.2793 (-0.2785) time: 0.7462 data: 0.0002 max mem: 29860 [03:42:30.829025] Epoch: [19] [2680/2904] eta: 0:02:48 lr: 0.001195 loss: 0.2278 (0.2377) loss_rec_all: 0.2532 (0.2629) loss_rec_sfr: 0.3301 (0.3738) loss_cl: -0.2787 (-0.2785) time: 0.7459 data: 0.0002 max mem: 29860 [03:42:45.748601] Epoch: [19] [2700/2904] eta: 0:02:33 lr: 0.001196 loss: 0.2298 (0.2377) loss_rec_all: 0.2554 (0.2629) loss_rec_sfr: 0.3284 (0.3738) loss_cl: -0.2783 (-0.2785) time: 0.7459 data: 0.0002 max mem: 29860 [03:43:00.667069] Epoch: [19] [2720/2904] eta: 0:02:18 lr: 0.001196 loss: 0.2278 (0.2377) loss_rec_all: 0.2532 (0.2629) loss_rec_sfr: 0.3300 (0.3739) loss_cl: -0.2775 (-0.2785) time: 0.7459 data: 0.0002 max mem: 29860 [03:43:15.592591] Epoch: [19] [2740/2904] eta: 0:02:03 lr: 0.001197 loss: 0.2293 (0.2377) loss_rec_all: 0.2545 (0.2629) loss_rec_sfr: 0.3221 (0.3737) loss_cl: -0.2784 (-0.2785) time: 0.7462 data: 0.0002 max mem: 29860 [03:43:30.513958] Epoch: [19] [2760/2904] eta: 0:01:48 lr: 0.001197 loss: 0.2257 (0.2377) loss_rec_all: 0.2512 (0.2629) loss_rec_sfr: 0.3426 (0.3736) loss_cl: -0.2793 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [03:43:45.435661] Epoch: [19] [2780/2904] eta: 0:01:33 lr: 0.001197 loss: 0.2281 (0.2377) loss_rec_all: 0.2538 (0.2629) loss_rec_sfr: 0.3244 (0.3735) loss_cl: -0.2796 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [03:44:00.358688] Epoch: [19] [2800/2904] eta: 0:01:18 lr: 0.001198 loss: 0.2243 (0.2376) loss_rec_all: 0.2497 (0.2629) loss_rec_sfr: 0.3445 (0.3735) loss_cl: -0.2786 (-0.2785) time: 0.7461 data: 0.0002 max mem: 29860 [03:44:15.282364] Epoch: [19] [2820/2904] eta: 0:01:03 lr: 0.001198 loss: 0.2251 (0.2376) loss_rec_all: 0.2503 (0.2628) loss_rec_sfr: 0.3686 (0.3735) loss_cl: -0.2781 (-0.2785) time: 0.7461 data: 0.0002 max mem: 29860 [03:44:30.233247] Epoch: [19] [2840/2904] eta: 0:00:48 lr: 0.001199 loss: 0.2266 (0.2376) loss_rec_all: 0.2521 (0.2628) loss_rec_sfr: 0.3276 (0.3733) loss_cl: -0.2785 (-0.2785) time: 0.7475 data: 0.0023 max mem: 29860 [03:44:45.133102] Epoch: [19] [2860/2904] eta: 0:00:33 lr: 0.001199 loss: 0.2257 (0.2376) loss_rec_all: 0.2509 (0.2629) loss_rec_sfr: 0.3286 (0.3734) loss_cl: -0.2793 (-0.2785) time: 0.7450 data: 0.0001 max mem: 29860 [03:45:00.032702] Epoch: [19] [2880/2904] eta: 0:00:18 lr: 0.001200 loss: 0.2250 (0.2376) loss_rec_all: 0.2505 (0.2629) loss_rec_sfr: 0.3263 (0.3734) loss_cl: -0.2791 (-0.2785) time: 0.7449 data: 0.0001 max mem: 29860 [03:45:14.938095] Epoch: [19] [2900/2904] eta: 0:00:03 lr: 0.001200 loss: 0.2284 (0.2377) loss_rec_all: 0.2540 (0.2629) loss_rec_sfr: 0.3332 (0.3734) loss_cl: -0.2788 (-0.2785) time: 0.7452 data: 0.0001 max mem: 29860 [03:45:17.182083] Epoch: [19] [2903/2904] eta: 0:00:00 lr: 0.001200 loss: 0.2269 (0.2377) loss_rec_all: 0.2522 (0.2629) loss_rec_sfr: 0.3279 (0.3733) loss_cl: -0.2790 (-0.2785) time: 0.7453 data: 0.0001 max mem: 29860 [03:45:19.295810] Epoch: [19] Total time: 0:36:28 (0.7536 s / it) [03:45:19.300496] Averaged stats: lr: 0.001200 loss: 0.2269 (0.2402) loss_rec_all: 0.2522 (0.2631) loss_rec_sfr: 0.3279 (0.3745) loss_cl: -0.2790 (-0.2552) [03:45:19.305247] log_dir: ./checkpoint/VF2_ViT-B [03:45:35.713732] Epoch: [20] [ 0/2904] eta: 13:14:06 lr: 0.001200 loss: 0.2841 (0.2841) loss_rec_all: 0.3082 (0.3082) loss_rec_sfr: 0.5191 (0.5191) loss_cl: -0.2767 (-0.2767) time: 16.4074 data: 15.1109 max mem: 29860 [03:45:52.023847] Epoch: [20] [ 20/2904] eta: 1:14:53 lr: 0.001200 loss: 0.2277 (0.2419) loss_rec_all: 0.2529 (0.2669) loss_rec_sfr: 0.3694 (0.3929) loss_cl: -0.2785 (-0.2782) time: 0.8155 data: 0.0427 max mem: 29860 [03:46:06.906671] Epoch: [20] [ 40/2904] eta: 0:55:24 lr: 0.001201 loss: 0.2255 (0.2394) loss_rec_all: 0.2507 (0.2645) loss_rec_sfr: 0.3730 (0.3874) loss_cl: -0.2782 (-0.2781) time: 0.7441 data: 0.0002 max mem: 29860 [03:46:21.798500] Epoch: [20] [ 60/2904] eta: 0:48:33 lr: 0.001201 loss: 0.2257 (0.2392) loss_rec_all: 0.2508 (0.2643) loss_rec_sfr: 0.3665 (0.3879) loss_cl: -0.2784 (-0.2782) time: 0.7446 data: 0.0002 max mem: 29860 [03:46:36.699461] Epoch: [20] [ 80/2904] eta: 0:44:58 lr: 0.001202 loss: 0.2261 (0.2371) loss_rec_all: 0.2517 (0.2623) loss_rec_sfr: 0.3307 (0.3795) loss_cl: -0.2793 (-0.2784) time: 0.7450 data: 0.0002 max mem: 29860 [03:46:51.639013] Epoch: [20] [ 100/2904] eta: 0:42:43 lr: 0.001202 loss: 0.2259 (0.2375) loss_rec_all: 0.2513 (0.2626) loss_rec_sfr: 0.3307 (0.3794) loss_cl: -0.2787 (-0.2785) time: 0.7469 data: 0.0002 max mem: 29860 [03:47:06.561036] Epoch: [20] [ 120/2904] eta: 0:41:07 lr: 0.001202 loss: 0.2266 (0.2380) loss_rec_all: 0.2515 (0.2632) loss_rec_sfr: 0.3354 (0.3798) loss_cl: -0.2784 (-0.2784) time: 0.7461 data: 0.0002 max mem: 29860 [03:47:21.482804] Epoch: [20] [ 140/2904] eta: 0:39:54 lr: 0.001203 loss: 0.2247 (0.2381) loss_rec_all: 0.2495 (0.2633) loss_rec_sfr: 0.3746 (0.3816) loss_cl: -0.2787 (-0.2784) time: 0.7460 data: 0.0002 max mem: 29860 [03:47:36.402270] Epoch: [20] [ 160/2904] eta: 0:38:56 lr: 0.001203 loss: 0.2270 (0.2389) loss_rec_all: 0.2520 (0.2640) loss_rec_sfr: 0.3635 (0.3828) loss_cl: -0.2786 (-0.2784) time: 0.7459 data: 0.0002 max mem: 29860 [03:47:51.349098] Epoch: [20] [ 180/2904] eta: 0:38:08 lr: 0.001204 loss: 0.2264 (0.2390) loss_rec_all: 0.2517 (0.2642) loss_rec_sfr: 0.3709 (0.3832) loss_cl: -0.2785 (-0.2784) time: 0.7473 data: 0.0002 max mem: 29860 [03:48:06.271720] Epoch: [20] [ 200/2904] eta: 0:37:26 lr: 0.001204 loss: 0.2291 (0.2397) loss_rec_all: 0.2540 (0.2648) loss_rec_sfr: 0.3837 (0.3856) loss_cl: -0.2778 (-0.2784) time: 0.7461 data: 0.0002 max mem: 29860 [03:48:21.196904] Epoch: [20] [ 220/2904] eta: 0:36:48 lr: 0.001205 loss: 0.2257 (0.2399) loss_rec_all: 0.2514 (0.2650) loss_rec_sfr: 0.3372 (0.3855) loss_cl: -0.2788 (-0.2784) time: 0.7462 data: 0.0002 max mem: 29860 [03:48:36.115418] Epoch: [20] [ 240/2904] eta: 0:36:15 lr: 0.001205 loss: 0.2201 (0.2388) loss_rec_all: 0.2458 (0.2639) loss_rec_sfr: 0.3315 (0.3826) loss_cl: -0.2786 (-0.2784) time: 0.7459 data: 0.0002 max mem: 29860 [03:48:51.035184] Epoch: [20] [ 260/2904] eta: 0:35:44 lr: 0.001205 loss: 0.2205 (0.2385) loss_rec_all: 0.2460 (0.2636) loss_rec_sfr: 0.3737 (0.3829) loss_cl: -0.2787 (-0.2784) time: 0.7459 data: 0.0002 max mem: 29860 [03:49:05.955319] Epoch: [20] [ 280/2904] eta: 0:35:16 lr: 0.001206 loss: 0.2262 (0.2388) loss_rec_all: 0.2521 (0.2639) loss_rec_sfr: 0.3403 (0.3830) loss_cl: -0.2788 (-0.2784) time: 0.7460 data: 0.0002 max mem: 29860 [03:49:20.878224] Epoch: [20] [ 300/2904] eta: 0:34:49 lr: 0.001206 loss: 0.2272 (0.2385) loss_rec_all: 0.2528 (0.2637) loss_rec_sfr: 0.3679 (0.3824) loss_cl: -0.2786 (-0.2785) time: 0.7461 data: 0.0002 max mem: 29860 [03:49:35.798881] Epoch: [20] [ 320/2904] eta: 0:34:24 lr: 0.001207 loss: 0.2288 (0.2387) loss_rec_all: 0.2540 (0.2639) loss_rec_sfr: 0.3311 (0.3820) loss_cl: -0.2785 (-0.2784) time: 0.7460 data: 0.0002 max mem: 29860 [03:49:50.720928] Epoch: [20] [ 340/2904] eta: 0:34:00 lr: 0.001207 loss: 0.2230 (0.2381) loss_rec_all: 0.2485 (0.2632) loss_rec_sfr: 0.3217 (0.3795) loss_cl: -0.2782 (-0.2784) time: 0.7461 data: 0.0002 max mem: 29860 [03:50:05.641501] Epoch: [20] [ 360/2904] eta: 0:33:37 lr: 0.001207 loss: 0.2257 (0.2381) loss_rec_all: 0.2517 (0.2633) loss_rec_sfr: 0.3236 (0.3784) loss_cl: -0.2785 (-0.2784) time: 0.7460 data: 0.0002 max mem: 29860 [03:50:20.559631] Epoch: [20] [ 380/2904] eta: 0:33:15 lr: 0.001208 loss: 0.2256 (0.2384) loss_rec_all: 0.2508 (0.2636) loss_rec_sfr: 0.3767 (0.3792) loss_cl: -0.2788 (-0.2784) time: 0.7459 data: 0.0002 max mem: 29860 [03:50:35.478229] Epoch: [20] [ 400/2904] eta: 0:32:54 lr: 0.001208 loss: 0.2266 (0.2382) loss_rec_all: 0.2518 (0.2634) loss_rec_sfr: 0.3347 (0.3784) loss_cl: -0.2788 (-0.2784) time: 0.7459 data: 0.0002 max mem: 29860 [03:50:50.398443] Epoch: [20] [ 420/2904] eta: 0:32:33 lr: 0.001209 loss: 0.2274 (0.2384) loss_rec_all: 0.2526 (0.2636) loss_rec_sfr: 0.3714 (0.3789) loss_cl: -0.2787 (-0.2784) time: 0.7460 data: 0.0002 max mem: 29860 [03:51:05.322946] Epoch: [20] [ 440/2904] eta: 0:32:13 lr: 0.001209 loss: 0.2273 (0.2381) loss_rec_all: 0.2529 (0.2633) loss_rec_sfr: 0.3735 (0.3785) loss_cl: -0.2784 (-0.2784) time: 0.7462 data: 0.0002 max mem: 29860 [03:51:20.246832] Epoch: [20] [ 460/2904] eta: 0:31:53 lr: 0.001210 loss: 0.2240 (0.2379) loss_rec_all: 0.2494 (0.2631) loss_rec_sfr: 0.3374 (0.3777) loss_cl: -0.2780 (-0.2784) time: 0.7462 data: 0.0002 max mem: 29860 [03:51:35.169487] Epoch: [20] [ 480/2904] eta: 0:31:34 lr: 0.001210 loss: 0.2281 (0.2379) loss_rec_all: 0.2535 (0.2631) loss_rec_sfr: 0.3218 (0.3779) loss_cl: -0.2786 (-0.2784) time: 0.7461 data: 0.0002 max mem: 29860 [03:51:50.092086] Epoch: [20] [ 500/2904] eta: 0:31:15 lr: 0.001210 loss: 0.2215 (0.2376) loss_rec_all: 0.2467 (0.2628) loss_rec_sfr: 0.3310 (0.3771) loss_cl: -0.2796 (-0.2785) time: 0.7461 data: 0.0002 max mem: 29860 [03:52:05.010952] Epoch: [20] [ 520/2904] eta: 0:30:56 lr: 0.001211 loss: 0.2257 (0.2376) loss_rec_all: 0.2510 (0.2628) loss_rec_sfr: 0.3694 (0.3772) loss_cl: -0.2788 (-0.2785) time: 0.7459 data: 0.0002 max mem: 29860 [03:52:19.933268] Epoch: [20] [ 540/2904] eta: 0:30:37 lr: 0.001211 loss: 0.2300 (0.2377) loss_rec_all: 0.2553 (0.2629) loss_rec_sfr: 0.3483 (0.3771) loss_cl: -0.2783 (-0.2785) time: 0.7461 data: 0.0002 max mem: 29860 [03:52:34.857030] Epoch: [20] [ 560/2904] eta: 0:30:19 lr: 0.001212 loss: 0.2259 (0.2377) loss_rec_all: 0.2516 (0.2629) loss_rec_sfr: 0.3800 (0.3776) loss_cl: -0.2783 (-0.2785) time: 0.7461 data: 0.0002 max mem: 29860 [03:52:49.795379] Epoch: [20] [ 580/2904] eta: 0:30:01 lr: 0.001212 loss: 0.2248 (0.2377) loss_rec_all: 0.2503 (0.2629) loss_rec_sfr: 0.3407 (0.3777) loss_cl: -0.2781 (-0.2784) time: 0.7469 data: 0.0002 max mem: 29860 [03:53:04.716386] Epoch: [20] [ 600/2904] eta: 0:29:44 lr: 0.001212 loss: 0.2260 (0.2376) loss_rec_all: 0.2514 (0.2628) loss_rec_sfr: 0.3653 (0.3777) loss_cl: -0.2784 (-0.2784) time: 0.7460 data: 0.0002 max mem: 29860 [03:53:19.636962] Epoch: [20] [ 620/2904] eta: 0:29:26 lr: 0.001213 loss: 0.2346 (0.2380) loss_rec_all: 0.2603 (0.2632) loss_rec_sfr: 0.3361 (0.3784) loss_cl: -0.2785 (-0.2784) time: 0.7460 data: 0.0002 max mem: 29860 [03:53:34.557509] Epoch: [20] [ 640/2904] eta: 0:29:09 lr: 0.001213 loss: 0.2263 (0.2381) loss_rec_all: 0.2517 (0.2633) loss_rec_sfr: 0.3769 (0.3786) loss_cl: -0.2794 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [03:53:49.484204] Epoch: [20] [ 660/2904] eta: 0:28:51 lr: 0.001214 loss: 0.2269 (0.2381) loss_rec_all: 0.2521 (0.2633) loss_rec_sfr: 0.3659 (0.3785) loss_cl: -0.2783 (-0.2784) time: 0.7463 data: 0.0002 max mem: 29860 [03:54:04.410245] Epoch: [20] [ 680/2904] eta: 0:28:34 lr: 0.001214 loss: 0.2264 (0.2382) loss_rec_all: 0.2514 (0.2634) loss_rec_sfr: 0.3668 (0.3791) loss_cl: -0.2776 (-0.2784) time: 0.7463 data: 0.0002 max mem: 29860 [03:54:19.330944] Epoch: [20] [ 700/2904] eta: 0:28:17 lr: 0.001214 loss: 0.2247 (0.2384) loss_rec_all: 0.2501 (0.2636) loss_rec_sfr: 0.3754 (0.3798) loss_cl: -0.2799 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [03:54:34.255590] Epoch: [20] [ 720/2904] eta: 0:28:00 lr: 0.001215 loss: 0.2244 (0.2381) loss_rec_all: 0.2494 (0.2633) loss_rec_sfr: 0.3299 (0.3791) loss_cl: -0.2779 (-0.2784) time: 0.7462 data: 0.0002 max mem: 29860 [03:54:49.179728] Epoch: [20] [ 740/2904] eta: 0:27:44 lr: 0.001215 loss: 0.2233 (0.2382) loss_rec_all: 0.2491 (0.2634) loss_rec_sfr: 0.3561 (0.3793) loss_cl: -0.2799 (-0.2785) time: 0.7462 data: 0.0002 max mem: 29860 [03:55:04.108068] Epoch: [20] [ 760/2904] eta: 0:27:27 lr: 0.001216 loss: 0.2281 (0.2383) loss_rec_all: 0.2537 (0.2635) loss_rec_sfr: 0.3425 (0.3792) loss_cl: -0.2789 (-0.2785) time: 0.7464 data: 0.0002 max mem: 29860 [03:55:19.035823] Epoch: [20] [ 780/2904] eta: 0:27:10 lr: 0.001216 loss: 0.2354 (0.2385) loss_rec_all: 0.2601 (0.2637) loss_rec_sfr: 0.3536 (0.3795) loss_cl: -0.2767 (-0.2784) time: 0.7463 data: 0.0002 max mem: 29860 [03:55:33.963998] Epoch: [20] [ 800/2904] eta: 0:26:54 lr: 0.001217 loss: 0.2333 (0.2389) loss_rec_all: 0.2590 (0.2640) loss_rec_sfr: 0.3883 (0.3808) loss_cl: -0.2773 (-0.2784) time: 0.7464 data: 0.0002 max mem: 29860 [03:55:48.889612] Epoch: [20] [ 820/2904] eta: 0:26:38 lr: 0.001217 loss: 0.2242 (0.2387) loss_rec_all: 0.2498 (0.2639) loss_rec_sfr: 0.3666 (0.3806) loss_cl: -0.2806 (-0.2784) time: 0.7462 data: 0.0002 max mem: 29860 [03:56:03.810856] Epoch: [20] [ 840/2904] eta: 0:26:21 lr: 0.001217 loss: 0.2234 (0.2387) loss_rec_all: 0.2488 (0.2639) loss_rec_sfr: 0.3333 (0.3804) loss_cl: -0.2773 (-0.2784) time: 0.7460 data: 0.0002 max mem: 29860 [03:56:18.732845] Epoch: [20] [ 860/2904] eta: 0:26:05 lr: 0.001218 loss: 0.2259 (0.2386) loss_rec_all: 0.2509 (0.2638) loss_rec_sfr: 0.3688 (0.3802) loss_cl: -0.2789 (-0.2785) time: 0.7461 data: 0.0002 max mem: 29860 [03:56:33.652820] Epoch: [20] [ 880/2904] eta: 0:25:49 lr: 0.001218 loss: 0.2295 (0.2385) loss_rec_all: 0.2551 (0.2637) loss_rec_sfr: 0.3296 (0.3796) loss_cl: -0.2786 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [03:56:48.575988] Epoch: [20] [ 900/2904] eta: 0:25:32 lr: 0.001219 loss: 0.2244 (0.2383) loss_rec_all: 0.2499 (0.2635) loss_rec_sfr: 0.3687 (0.3793) loss_cl: -0.2782 (-0.2785) time: 0.7461 data: 0.0002 max mem: 29860 [03:57:03.502202] Epoch: [20] [ 920/2904] eta: 0:25:16 lr: 0.001219 loss: 0.2248 (0.2382) loss_rec_all: 0.2498 (0.2634) loss_rec_sfr: 0.3339 (0.3789) loss_cl: -0.2779 (-0.2784) time: 0.7463 data: 0.0002 max mem: 29860 [03:57:18.419800] Epoch: [20] [ 940/2904] eta: 0:25:00 lr: 0.001219 loss: 0.2262 (0.2382) loss_rec_all: 0.2518 (0.2634) loss_rec_sfr: 0.3705 (0.3790) loss_cl: -0.2783 (-0.2784) time: 0.7458 data: 0.0002 max mem: 29860 [03:57:33.343813] Epoch: [20] [ 960/2904] eta: 0:24:44 lr: 0.001220 loss: 0.2293 (0.2384) loss_rec_all: 0.2548 (0.2636) loss_rec_sfr: 0.3758 (0.3796) loss_cl: -0.2789 (-0.2784) time: 0.7462 data: 0.0002 max mem: 29860 [03:57:48.272547] Epoch: [20] [ 980/2904] eta: 0:24:28 lr: 0.001220 loss: 0.2259 (0.2383) loss_rec_all: 0.2513 (0.2635) loss_rec_sfr: 0.3305 (0.3792) loss_cl: -0.2788 (-0.2785) time: 0.7464 data: 0.0002 max mem: 29860 [03:58:03.197023] Epoch: [20] [1000/2904] eta: 0:24:12 lr: 0.001221 loss: 0.2268 (0.2383) loss_rec_all: 0.2519 (0.2635) loss_rec_sfr: 0.3821 (0.3793) loss_cl: -0.2780 (-0.2784) time: 0.7462 data: 0.0002 max mem: 29860 [03:58:18.119933] Epoch: [20] [1020/2904] eta: 0:23:57 lr: 0.001221 loss: 0.2259 (0.2384) loss_rec_all: 0.2517 (0.2635) loss_rec_sfr: 0.3352 (0.3793) loss_cl: -0.2788 (-0.2784) time: 0.7461 data: 0.0002 max mem: 29860 [03:58:33.043863] Epoch: [20] [1040/2904] eta: 0:23:41 lr: 0.001221 loss: 0.2275 (0.2385) loss_rec_all: 0.2530 (0.2637) loss_rec_sfr: 0.3253 (0.3794) loss_cl: -0.2782 (-0.2784) time: 0.7462 data: 0.0002 max mem: 29860 [03:58:47.965995] Epoch: [20] [1060/2904] eta: 0:23:25 lr: 0.001222 loss: 0.2228 (0.2383) loss_rec_all: 0.2486 (0.2635) loss_rec_sfr: 0.3247 (0.3787) loss_cl: -0.2807 (-0.2785) time: 0.7461 data: 0.0002 max mem: 29860 [03:59:02.887785] Epoch: [20] [1080/2904] eta: 0:23:09 lr: 0.001222 loss: 0.2292 (0.2383) loss_rec_all: 0.2549 (0.2635) loss_rec_sfr: 0.3305 (0.3786) loss_cl: -0.2797 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [03:59:17.808119] Epoch: [20] [1100/2904] eta: 0:22:53 lr: 0.001223 loss: 0.2252 (0.2382) loss_rec_all: 0.2504 (0.2634) loss_rec_sfr: 0.3291 (0.3782) loss_cl: -0.2764 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [03:59:32.733799] Epoch: [20] [1120/2904] eta: 0:22:38 lr: 0.001223 loss: 0.2217 (0.2381) loss_rec_all: 0.2477 (0.2633) loss_rec_sfr: 0.3253 (0.3778) loss_cl: -0.2790 (-0.2785) time: 0.7462 data: 0.0002 max mem: 29860 [03:59:47.656399] Epoch: [20] [1140/2904] eta: 0:22:22 lr: 0.001224 loss: 0.2253 (0.2381) loss_rec_all: 0.2513 (0.2633) loss_rec_sfr: 0.3324 (0.3777) loss_cl: -0.2798 (-0.2785) time: 0.7461 data: 0.0002 max mem: 29860 [04:00:02.576954] Epoch: [20] [1160/2904] eta: 0:22:06 lr: 0.001224 loss: 0.2281 (0.2383) loss_rec_all: 0.2531 (0.2635) loss_rec_sfr: 0.3518 (0.3780) loss_cl: -0.2789 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [04:00:17.504420] Epoch: [20] [1180/2904] eta: 0:21:51 lr: 0.001224 loss: 0.2262 (0.2381) loss_rec_all: 0.2513 (0.2633) loss_rec_sfr: 0.3287 (0.3775) loss_cl: -0.2767 (-0.2785) time: 0.7463 data: 0.0002 max mem: 29860 [04:00:32.424138] Epoch: [20] [1200/2904] eta: 0:21:35 lr: 0.001225 loss: 0.2325 (0.2382) loss_rec_all: 0.2582 (0.2634) loss_rec_sfr: 0.3349 (0.3776) loss_cl: -0.2781 (-0.2784) time: 0.7459 data: 0.0002 max mem: 29860 [04:00:47.343360] Epoch: [20] [1220/2904] eta: 0:21:19 lr: 0.001225 loss: 0.2224 (0.2380) loss_rec_all: 0.2481 (0.2632) loss_rec_sfr: 0.3309 (0.3770) loss_cl: -0.2788 (-0.2784) time: 0.7459 data: 0.0002 max mem: 29860 [04:01:02.260886] Epoch: [20] [1240/2904] eta: 0:21:04 lr: 0.001226 loss: 0.2229 (0.2379) loss_rec_all: 0.2487 (0.2631) loss_rec_sfr: 0.3230 (0.3765) loss_cl: -0.2793 (-0.2785) time: 0.7458 data: 0.0002 max mem: 29860 [04:01:17.180576] Epoch: [20] [1260/2904] eta: 0:20:48 lr: 0.001226 loss: 0.2245 (0.2378) loss_rec_all: 0.2500 (0.2630) loss_rec_sfr: 0.3316 (0.3761) loss_cl: -0.2783 (-0.2785) time: 0.7459 data: 0.0002 max mem: 29860 [04:01:32.096775] Epoch: [20] [1280/2904] eta: 0:20:33 lr: 0.001226 loss: 0.2254 (0.2377) loss_rec_all: 0.2509 (0.2629) loss_rec_sfr: 0.3679 (0.3761) loss_cl: -0.2785 (-0.2785) time: 0.7458 data: 0.0002 max mem: 29860 [04:01:47.022685] Epoch: [20] [1300/2904] eta: 0:20:17 lr: 0.001227 loss: 0.2250 (0.2376) loss_rec_all: 0.2506 (0.2628) loss_rec_sfr: 0.3290 (0.3757) loss_cl: -0.2792 (-0.2785) time: 0.7463 data: 0.0002 max mem: 29860 [04:02:01.947465] Epoch: [20] [1320/2904] eta: 0:20:02 lr: 0.001227 loss: 0.2284 (0.2376) loss_rec_all: 0.2544 (0.2628) loss_rec_sfr: 0.3318 (0.3755) loss_cl: -0.2794 (-0.2785) time: 0.7462 data: 0.0002 max mem: 29860 [04:02:16.872534] Epoch: [20] [1340/2904] eta: 0:19:46 lr: 0.001228 loss: 0.2232 (0.2375) loss_rec_all: 0.2487 (0.2627) loss_rec_sfr: 0.3648 (0.3755) loss_cl: -0.2802 (-0.2785) time: 0.7462 data: 0.0002 max mem: 29860 [04:02:31.797318] Epoch: [20] [1360/2904] eta: 0:19:31 lr: 0.001228 loss: 0.2247 (0.2374) loss_rec_all: 0.2502 (0.2627) loss_rec_sfr: 0.3567 (0.3755) loss_cl: -0.2788 (-0.2785) time: 0.7462 data: 0.0002 max mem: 29860 [04:02:46.720137] Epoch: [20] [1380/2904] eta: 0:19:15 lr: 0.001229 loss: 0.2303 (0.2375) loss_rec_all: 0.2554 (0.2627) loss_rec_sfr: 0.3331 (0.3755) loss_cl: -0.2780 (-0.2785) time: 0.7461 data: 0.0002 max mem: 29860 [04:03:01.643882] Epoch: [20] [1400/2904] eta: 0:19:00 lr: 0.001229 loss: 0.2291 (0.2375) loss_rec_all: 0.2542 (0.2627) loss_rec_sfr: 0.3627 (0.3755) loss_cl: -0.2783 (-0.2785) time: 0.7461 data: 0.0002 max mem: 29860 [04:03:16.569214] Epoch: [20] [1420/2904] eta: 0:18:44 lr: 0.001229 loss: 0.2236 (0.2374) loss_rec_all: 0.2489 (0.2626) loss_rec_sfr: 0.3564 (0.3754) loss_cl: -0.2794 (-0.2785) time: 0.7462 data: 0.0002 max mem: 29860 [04:03:31.491787] Epoch: [20] [1440/2904] eta: 0:18:29 lr: 0.001230 loss: 0.2237 (0.2374) loss_rec_all: 0.2494 (0.2626) loss_rec_sfr: 0.3823 (0.3755) loss_cl: -0.2794 (-0.2785) time: 0.7461 data: 0.0002 max mem: 29860 [04:03:46.419006] Epoch: [20] [1460/2904] eta: 0:18:14 lr: 0.001230 loss: 0.2291 (0.2374) loss_rec_all: 0.2540 (0.2626) loss_rec_sfr: 0.3251 (0.3754) loss_cl: -0.2786 (-0.2785) time: 0.7463 data: 0.0002 max mem: 29860 [04:04:01.343622] Epoch: [20] [1480/2904] eta: 0:17:58 lr: 0.001231 loss: 0.2206 (0.2373) loss_rec_all: 0.2461 (0.2625) loss_rec_sfr: 0.3290 (0.3752) loss_cl: -0.2793 (-0.2785) time: 0.7462 data: 0.0002 max mem: 29860 [04:04:16.264713] Epoch: [20] [1500/2904] eta: 0:17:43 lr: 0.001231 loss: 0.2241 (0.2373) loss_rec_all: 0.2492 (0.2625) loss_rec_sfr: 0.3341 (0.3752) loss_cl: -0.2789 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [04:04:31.185940] Epoch: [20] [1520/2904] eta: 0:17:28 lr: 0.001231 loss: 0.2210 (0.2372) loss_rec_all: 0.2468 (0.2624) loss_rec_sfr: 0.3514 (0.3750) loss_cl: -0.2795 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [04:04:46.110080] Epoch: [20] [1540/2904] eta: 0:17:12 lr: 0.001232 loss: 0.2224 (0.2372) loss_rec_all: 0.2475 (0.2624) loss_rec_sfr: 0.3195 (0.3751) loss_cl: -0.2783 (-0.2785) time: 0.7462 data: 0.0002 max mem: 29860 [04:05:01.032867] Epoch: [20] [1560/2904] eta: 0:16:57 lr: 0.001232 loss: 0.2255 (0.2373) loss_rec_all: 0.2510 (0.2625) loss_rec_sfr: 0.3315 (0.3752) loss_cl: -0.2783 (-0.2785) time: 0.7461 data: 0.0002 max mem: 29860 [04:05:15.952945] Epoch: [20] [1580/2904] eta: 0:16:42 lr: 0.001233 loss: 0.2279 (0.2373) loss_rec_all: 0.2531 (0.2625) loss_rec_sfr: 0.3483 (0.3752) loss_cl: -0.2793 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [04:05:30.874712] Epoch: [20] [1600/2904] eta: 0:16:26 lr: 0.001233 loss: 0.2210 (0.2372) loss_rec_all: 0.2460 (0.2624) loss_rec_sfr: 0.3556 (0.3751) loss_cl: -0.2787 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [04:05:45.795020] Epoch: [20] [1620/2904] eta: 0:16:11 lr: 0.001233 loss: 0.2213 (0.2372) loss_rec_all: 0.2468 (0.2624) loss_rec_sfr: 0.3609 (0.3753) loss_cl: -0.2789 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [04:06:00.713170] Epoch: [20] [1640/2904] eta: 0:15:56 lr: 0.001234 loss: 0.2233 (0.2372) loss_rec_all: 0.2482 (0.2624) loss_rec_sfr: 0.3285 (0.3753) loss_cl: -0.2779 (-0.2785) time: 0.7459 data: 0.0002 max mem: 29860 [04:06:15.631366] Epoch: [20] [1660/2904] eta: 0:15:40 lr: 0.001234 loss: 0.2232 (0.2371) loss_rec_all: 0.2493 (0.2623) loss_rec_sfr: 0.3259 (0.3751) loss_cl: -0.2791 (-0.2785) time: 0.7459 data: 0.0002 max mem: 29860 [04:06:30.549634] Epoch: [20] [1680/2904] eta: 0:15:25 lr: 0.001235 loss: 0.2228 (0.2370) loss_rec_all: 0.2484 (0.2622) loss_rec_sfr: 0.3321 (0.3749) loss_cl: -0.2792 (-0.2785) time: 0.7459 data: 0.0002 max mem: 29860 [04:06:45.473162] Epoch: [20] [1700/2904] eta: 0:15:10 lr: 0.001235 loss: 0.2294 (0.2371) loss_rec_all: 0.2545 (0.2624) loss_rec_sfr: 0.3558 (0.3752) loss_cl: -0.2774 (-0.2785) time: 0.7461 data: 0.0002 max mem: 29860 [04:07:00.389437] Epoch: [20] [1720/2904] eta: 0:14:55 lr: 0.001236 loss: 0.2302 (0.2372) loss_rec_all: 0.2554 (0.2624) loss_rec_sfr: 0.3299 (0.3750) loss_cl: -0.2779 (-0.2785) time: 0.7458 data: 0.0002 max mem: 29860 [04:07:15.301486] Epoch: [20] [1740/2904] eta: 0:14:39 lr: 0.001236 loss: 0.2242 (0.2371) loss_rec_all: 0.2498 (0.2623) loss_rec_sfr: 0.3208 (0.3749) loss_cl: -0.2787 (-0.2785) time: 0.7456 data: 0.0002 max mem: 29860 [04:07:30.223906] Epoch: [20] [1760/2904] eta: 0:14:24 lr: 0.001236 loss: 0.2267 (0.2371) loss_rec_all: 0.2518 (0.2624) loss_rec_sfr: 0.3628 (0.3749) loss_cl: -0.2788 (-0.2785) time: 0.7461 data: 0.0002 max mem: 29860 [04:07:45.136866] Epoch: [20] [1780/2904] eta: 0:14:09 lr: 0.001237 loss: 0.2242 (0.2371) loss_rec_all: 0.2498 (0.2623) loss_rec_sfr: 0.3254 (0.3748) loss_cl: -0.2791 (-0.2785) time: 0.7456 data: 0.0002 max mem: 29860 [04:08:00.058373] Epoch: [20] [1800/2904] eta: 0:13:54 lr: 0.001237 loss: 0.2272 (0.2371) loss_rec_all: 0.2526 (0.2623) loss_rec_sfr: 0.3604 (0.3748) loss_cl: -0.2791 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [04:08:14.978379] Epoch: [20] [1820/2904] eta: 0:13:38 lr: 0.001238 loss: 0.2253 (0.2371) loss_rec_all: 0.2510 (0.2624) loss_rec_sfr: 0.3262 (0.3747) loss_cl: -0.2790 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [04:08:29.893556] Epoch: [20] [1840/2904] eta: 0:13:23 lr: 0.001238 loss: 0.2229 (0.2371) loss_rec_all: 0.2487 (0.2623) loss_rec_sfr: 0.3145 (0.3745) loss_cl: -0.2794 (-0.2785) time: 0.7457 data: 0.0002 max mem: 29860 [04:08:44.815015] Epoch: [20] [1860/2904] eta: 0:13:08 lr: 0.001238 loss: 0.2256 (0.2371) loss_rec_all: 0.2508 (0.2623) loss_rec_sfr: 0.3333 (0.3745) loss_cl: -0.2776 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [04:08:59.738873] Epoch: [20] [1880/2904] eta: 0:12:53 lr: 0.001239 loss: 0.2240 (0.2370) loss_rec_all: 0.2497 (0.2622) loss_rec_sfr: 0.3608 (0.3743) loss_cl: -0.2788 (-0.2785) time: 0.7462 data: 0.0002 max mem: 29860 [04:09:14.662635] Epoch: [20] [1900/2904] eta: 0:12:38 lr: 0.001239 loss: 0.2296 (0.2370) loss_rec_all: 0.2545 (0.2623) loss_rec_sfr: 0.3317 (0.3744) loss_cl: -0.2783 (-0.2785) time: 0.7461 data: 0.0002 max mem: 29860 [04:09:29.583385] Epoch: [20] [1920/2904] eta: 0:12:22 lr: 0.001240 loss: 0.2260 (0.2371) loss_rec_all: 0.2515 (0.2623) loss_rec_sfr: 0.3288 (0.3744) loss_cl: -0.2783 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [04:09:44.496790] Epoch: [20] [1940/2904] eta: 0:12:07 lr: 0.001240 loss: 0.2225 (0.2370) loss_rec_all: 0.2481 (0.2622) loss_rec_sfr: 0.3270 (0.3742) loss_cl: -0.2789 (-0.2785) time: 0.7456 data: 0.0002 max mem: 29860 [04:09:59.415188] Epoch: [20] [1960/2904] eta: 0:11:52 lr: 0.001240 loss: 0.2276 (0.2371) loss_rec_all: 0.2527 (0.2623) loss_rec_sfr: 0.3742 (0.3744) loss_cl: -0.2782 (-0.2785) time: 0.7458 data: 0.0002 max mem: 29860 [04:10:14.333524] Epoch: [20] [1980/2904] eta: 0:11:37 lr: 0.001241 loss: 0.2258 (0.2371) loss_rec_all: 0.2508 (0.2623) loss_rec_sfr: 0.3357 (0.3744) loss_cl: -0.2782 (-0.2785) time: 0.7459 data: 0.0002 max mem: 29860 [04:10:29.260066] Epoch: [20] [2000/2904] eta: 0:11:22 lr: 0.001241 loss: 0.2194 (0.2369) loss_rec_all: 0.2451 (0.2621) loss_rec_sfr: 0.3373 (0.3741) loss_cl: -0.2788 (-0.2785) time: 0.7463 data: 0.0002 max mem: 29860 [04:10:44.179582] Epoch: [20] [2020/2904] eta: 0:11:06 lr: 0.001242 loss: 0.2299 (0.2370) loss_rec_all: 0.2550 (0.2622) loss_rec_sfr: 0.3807 (0.3743) loss_cl: -0.2783 (-0.2785) time: 0.7459 data: 0.0002 max mem: 29860 [04:10:59.101036] Epoch: [20] [2040/2904] eta: 0:10:51 lr: 0.001242 loss: 0.2240 (0.2369) loss_rec_all: 0.2495 (0.2621) loss_rec_sfr: 0.3259 (0.3741) loss_cl: -0.2784 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [04:11:14.019779] Epoch: [20] [2060/2904] eta: 0:10:36 lr: 0.001243 loss: 0.2278 (0.2370) loss_rec_all: 0.2532 (0.2622) loss_rec_sfr: 0.3333 (0.3743) loss_cl: -0.2787 (-0.2785) time: 0.7459 data: 0.0002 max mem: 29860 [04:11:28.937335] Epoch: [20] [2080/2904] eta: 0:10:21 lr: 0.001243 loss: 0.2245 (0.2369) loss_rec_all: 0.2498 (0.2622) loss_rec_sfr: 0.3263 (0.3741) loss_cl: -0.2788 (-0.2785) time: 0.7458 data: 0.0002 max mem: 29860 [04:11:43.849234] Epoch: [20] [2100/2904] eta: 0:10:06 lr: 0.001243 loss: 0.2236 (0.2369) loss_rec_all: 0.2488 (0.2621) loss_rec_sfr: 0.3674 (0.3740) loss_cl: -0.2781 (-0.2785) time: 0.7456 data: 0.0002 max mem: 29860 [04:11:58.765472] Epoch: [20] [2120/2904] eta: 0:09:51 lr: 0.001244 loss: 0.2281 (0.2368) loss_rec_all: 0.2533 (0.2621) loss_rec_sfr: 0.3276 (0.3739) loss_cl: -0.2792 (-0.2785) time: 0.7458 data: 0.0002 max mem: 29860 [04:12:13.682754] Epoch: [20] [2140/2904] eta: 0:09:36 lr: 0.001244 loss: 0.2273 (0.2369) loss_rec_all: 0.2530 (0.2621) loss_rec_sfr: 0.3266 (0.3739) loss_cl: -0.2782 (-0.2785) time: 0.7458 data: 0.0002 max mem: 29860 [04:12:28.602617] Epoch: [20] [2160/2904] eta: 0:09:20 lr: 0.001245 loss: 0.2227 (0.2369) loss_rec_all: 0.2485 (0.2622) loss_rec_sfr: 0.3613 (0.3741) loss_cl: -0.2781 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [04:12:43.520467] Epoch: [20] [2180/2904] eta: 0:09:05 lr: 0.001245 loss: 0.2214 (0.2368) loss_rec_all: 0.2470 (0.2620) loss_rec_sfr: 0.3221 (0.3737) loss_cl: -0.2779 (-0.2785) time: 0.7459 data: 0.0002 max mem: 29860 [04:12:58.448466] Epoch: [20] [2200/2904] eta: 0:08:50 lr: 0.001245 loss: 0.2196 (0.2367) loss_rec_all: 0.2456 (0.2619) loss_rec_sfr: 0.3207 (0.3734) loss_cl: -0.2789 (-0.2785) time: 0.7464 data: 0.0002 max mem: 29860 [04:13:13.377346] Epoch: [20] [2220/2904] eta: 0:08:35 lr: 0.001246 loss: 0.2314 (0.2367) loss_rec_all: 0.2568 (0.2620) loss_rec_sfr: 0.3268 (0.3734) loss_cl: -0.2780 (-0.2785) time: 0.7464 data: 0.0002 max mem: 29860 [04:13:28.295227] Epoch: [20] [2240/2904] eta: 0:08:20 lr: 0.001246 loss: 0.2219 (0.2367) loss_rec_all: 0.2474 (0.2620) loss_rec_sfr: 0.3321 (0.3733) loss_cl: -0.2789 (-0.2785) time: 0.7459 data: 0.0002 max mem: 29860 [04:13:43.216503] Epoch: [20] [2260/2904] eta: 0:08:05 lr: 0.001247 loss: 0.2241 (0.2367) loss_rec_all: 0.2498 (0.2619) loss_rec_sfr: 0.3238 (0.3731) loss_cl: -0.2789 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [04:13:58.146626] Epoch: [20] [2280/2904] eta: 0:07:50 lr: 0.001247 loss: 0.2278 (0.2367) loss_rec_all: 0.2532 (0.2620) loss_rec_sfr: 0.3282 (0.3732) loss_cl: -0.2783 (-0.2785) time: 0.7465 data: 0.0002 max mem: 29860 [04:14:13.072325] Epoch: [20] [2300/2904] eta: 0:07:35 lr: 0.001248 loss: 0.2267 (0.2367) loss_rec_all: 0.2517 (0.2620) loss_rec_sfr: 0.3747 (0.3733) loss_cl: -0.2781 (-0.2785) time: 0.7462 data: 0.0002 max mem: 29860 [04:14:27.997592] Epoch: [20] [2320/2904] eta: 0:07:19 lr: 0.001248 loss: 0.2262 (0.2367) loss_rec_all: 0.2520 (0.2620) loss_rec_sfr: 0.3346 (0.3732) loss_cl: -0.2785 (-0.2785) time: 0.7462 data: 0.0002 max mem: 29860 [04:14:42.926925] Epoch: [20] [2340/2904] eta: 0:07:04 lr: 0.001248 loss: 0.2255 (0.2367) loss_rec_all: 0.2507 (0.2620) loss_rec_sfr: 0.3669 (0.3732) loss_cl: -0.2785 (-0.2785) time: 0.7464 data: 0.0002 max mem: 29860 [04:14:57.845889] Epoch: [20] [2360/2904] eta: 0:06:49 lr: 0.001249 loss: 0.2208 (0.2367) loss_rec_all: 0.2461 (0.2619) loss_rec_sfr: 0.3337 (0.3731) loss_cl: -0.2785 (-0.2785) time: 0.7459 data: 0.0002 max mem: 29860 [04:15:12.765890] Epoch: [20] [2380/2904] eta: 0:06:34 lr: 0.001249 loss: 0.2197 (0.2366) loss_rec_all: 0.2453 (0.2618) loss_rec_sfr: 0.3478 (0.3729) loss_cl: -0.2790 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [04:15:27.687398] Epoch: [20] [2400/2904] eta: 0:06:19 lr: 0.001250 loss: 0.2231 (0.2365) loss_rec_all: 0.2488 (0.2618) loss_rec_sfr: 0.3229 (0.3728) loss_cl: -0.2794 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [04:15:42.615892] Epoch: [20] [2420/2904] eta: 0:06:04 lr: 0.001250 loss: 0.2238 (0.2365) loss_rec_all: 0.2493 (0.2618) loss_rec_sfr: 0.3580 (0.3727) loss_cl: -0.2788 (-0.2785) time: 0.7464 data: 0.0002 max mem: 29860 [04:15:57.542315] Epoch: [20] [2440/2904] eta: 0:05:49 lr: 0.001250 loss: 0.2251 (0.2365) loss_rec_all: 0.2507 (0.2617) loss_rec_sfr: 0.3307 (0.3726) loss_cl: -0.2790 (-0.2785) time: 0.7463 data: 0.0002 max mem: 29860 [04:16:12.464390] Epoch: [20] [2460/2904] eta: 0:05:34 lr: 0.001251 loss: 0.2213 (0.2364) loss_rec_all: 0.2475 (0.2617) loss_rec_sfr: 0.3352 (0.3725) loss_cl: -0.2784 (-0.2785) time: 0.7461 data: 0.0002 max mem: 29860 [04:16:27.387737] Epoch: [20] [2480/2904] eta: 0:05:19 lr: 0.001251 loss: 0.2253 (0.2364) loss_rec_all: 0.2512 (0.2617) loss_rec_sfr: 0.3406 (0.3725) loss_cl: -0.2792 (-0.2785) time: 0.7461 data: 0.0002 max mem: 29860 [04:16:42.310848] Epoch: [20] [2500/2904] eta: 0:05:04 lr: 0.001252 loss: 0.2247 (0.2365) loss_rec_all: 0.2499 (0.2617) loss_rec_sfr: 0.3363 (0.3725) loss_cl: -0.2794 (-0.2785) time: 0.7461 data: 0.0002 max mem: 29860 [04:16:57.233922] Epoch: [20] [2520/2904] eta: 0:04:49 lr: 0.001252 loss: 0.2248 (0.2365) loss_rec_all: 0.2501 (0.2617) loss_rec_sfr: 0.3376 (0.3725) loss_cl: -0.2783 (-0.2785) time: 0.7461 data: 0.0002 max mem: 29860 [04:17:12.157738] Epoch: [20] [2540/2904] eta: 0:04:34 lr: 0.001252 loss: 0.2236 (0.2364) loss_rec_all: 0.2490 (0.2617) loss_rec_sfr: 0.3231 (0.3724) loss_cl: -0.2777 (-0.2785) time: 0.7462 data: 0.0002 max mem: 29860 [04:17:27.080286] Epoch: [20] [2560/2904] eta: 0:04:18 lr: 0.001253 loss: 0.2231 (0.2365) loss_rec_all: 0.2484 (0.2617) loss_rec_sfr: 0.3905 (0.3727) loss_cl: -0.2781 (-0.2785) time: 0.7461 data: 0.0002 max mem: 29860 [04:17:41.991528] Epoch: [20] [2580/2904] eta: 0:04:03 lr: 0.001253 loss: 0.2267 (0.2365) loss_rec_all: 0.2518 (0.2617) loss_rec_sfr: 0.3253 (0.3726) loss_cl: -0.2785 (-0.2785) time: 0.7455 data: 0.0002 max mem: 29860 [04:17:56.908691] Epoch: [20] [2600/2904] eta: 0:03:48 lr: 0.001254 loss: 0.2237 (0.2364) loss_rec_all: 0.2493 (0.2617) loss_rec_sfr: 0.3228 (0.3723) loss_cl: -0.2797 (-0.2785) time: 0.7458 data: 0.0002 max mem: 29860 [04:18:11.830335] Epoch: [20] [2620/2904] eta: 0:03:33 lr: 0.001254 loss: 0.2281 (0.2365) loss_rec_all: 0.2531 (0.2617) loss_rec_sfr: 0.3661 (0.3725) loss_cl: -0.2789 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [04:18:26.753197] Epoch: [20] [2640/2904] eta: 0:03:18 lr: 0.001255 loss: 0.2246 (0.2364) loss_rec_all: 0.2501 (0.2617) loss_rec_sfr: 0.3337 (0.3723) loss_cl: -0.2780 (-0.2785) time: 0.7461 data: 0.0002 max mem: 29860 [04:18:41.671126] Epoch: [20] [2660/2904] eta: 0:03:03 lr: 0.001255 loss: 0.2225 (0.2364) loss_rec_all: 0.2480 (0.2616) loss_rec_sfr: 0.3616 (0.3723) loss_cl: -0.2787 (-0.2785) time: 0.7459 data: 0.0002 max mem: 29860 [04:18:56.589440] Epoch: [20] [2680/2904] eta: 0:02:48 lr: 0.001255 loss: 0.2267 (0.2363) loss_rec_all: 0.2525 (0.2616) loss_rec_sfr: 0.3612 (0.3722) loss_cl: -0.2797 (-0.2785) time: 0.7459 data: 0.0002 max mem: 29860 [04:19:11.506759] Epoch: [20] [2700/2904] eta: 0:02:33 lr: 0.001256 loss: 0.2184 (0.2363) loss_rec_all: 0.2444 (0.2615) loss_rec_sfr: 0.3501 (0.3721) loss_cl: -0.2796 (-0.2785) time: 0.7458 data: 0.0002 max mem: 29860 [04:19:26.424768] Epoch: [20] [2720/2904] eta: 0:02:18 lr: 0.001256 loss: 0.2232 (0.2362) loss_rec_all: 0.2484 (0.2615) loss_rec_sfr: 0.3272 (0.3720) loss_cl: -0.2779 (-0.2785) time: 0.7459 data: 0.0002 max mem: 29860 [04:19:41.344867] Epoch: [20] [2740/2904] eta: 0:02:03 lr: 0.001257 loss: 0.2264 (0.2363) loss_rec_all: 0.2521 (0.2615) loss_rec_sfr: 0.3511 (0.3721) loss_cl: -0.2777 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [04:19:56.263015] Epoch: [20] [2760/2904] eta: 0:01:48 lr: 0.001257 loss: 0.2243 (0.2362) loss_rec_all: 0.2502 (0.2615) loss_rec_sfr: 0.3213 (0.3720) loss_cl: -0.2796 (-0.2785) time: 0.7459 data: 0.0002 max mem: 29860 [04:20:11.176446] Epoch: [20] [2780/2904] eta: 0:01:33 lr: 0.001257 loss: 0.2277 (0.2363) loss_rec_all: 0.2527 (0.2616) loss_rec_sfr: 0.3597 (0.3722) loss_cl: -0.2785 (-0.2785) time: 0.7456 data: 0.0002 max mem: 29860 [04:20:26.096990] Epoch: [20] [2800/2904] eta: 0:01:18 lr: 0.001258 loss: 0.2245 (0.2363) loss_rec_all: 0.2503 (0.2615) loss_rec_sfr: 0.3585 (0.3722) loss_cl: -0.2786 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [04:20:41.014703] Epoch: [20] [2820/2904] eta: 0:01:03 lr: 0.001258 loss: 0.2244 (0.2363) loss_rec_all: 0.2500 (0.2616) loss_rec_sfr: 0.3131 (0.3722) loss_cl: -0.2788 (-0.2785) time: 0.7458 data: 0.0002 max mem: 29860 [04:20:55.962097] Epoch: [20] [2840/2904] eta: 0:00:48 lr: 0.001259 loss: 0.2249 (0.2364) loss_rec_all: 0.2505 (0.2616) loss_rec_sfr: 0.3791 (0.3723) loss_cl: -0.2785 (-0.2785) time: 0.7473 data: 0.0023 max mem: 29860 [04:21:10.862306] Epoch: [20] [2860/2904] eta: 0:00:33 lr: 0.001259 loss: 0.2258 (0.2364) loss_rec_all: 0.2511 (0.2616) loss_rec_sfr: 0.3342 (0.3723) loss_cl: -0.2789 (-0.2785) time: 0.7450 data: 0.0001 max mem: 29860 [04:21:25.760422] Epoch: [20] [2880/2904] eta: 0:00:18 lr: 0.001260 loss: 0.2262 (0.2364) loss_rec_all: 0.2519 (0.2616) loss_rec_sfr: 0.3297 (0.3722) loss_cl: -0.2791 (-0.2785) time: 0.7449 data: 0.0001 max mem: 29860 [04:21:40.667893] Epoch: [20] [2900/2904] eta: 0:00:03 lr: 0.001260 loss: 0.2221 (0.2364) loss_rec_all: 0.2480 (0.2616) loss_rec_sfr: 0.3324 (0.3721) loss_cl: -0.2786 (-0.2785) time: 0.7453 data: 0.0001 max mem: 29860 [04:21:42.910935] Epoch: [20] [2903/2904] eta: 0:00:00 lr: 0.001260 loss: 0.2221 (0.2363) loss_rec_all: 0.2473 (0.2616) loss_rec_sfr: 0.3334 (0.3721) loss_cl: -0.2783 (-0.2785) time: 0.7453 data: 0.0001 max mem: 29860 [04:21:44.981823] Epoch: [20] Total time: 0:36:25 (0.7526 s / it) [04:21:44.991139] Averaged stats: lr: 0.001260 loss: 0.2221 (0.2386) loss_rec_all: 0.2473 (0.2616) loss_rec_sfr: 0.3334 (0.3721) loss_cl: -0.2783 (-0.2552) [04:21:44.995779] log_dir: ./checkpoint/VF2_ViT-B [04:22:03.267430] Epoch: [21] [ 0/2904] eta: 14:44:19 lr: 0.001260 loss: 0.2316 (0.2316) loss_rec_all: 0.2572 (0.2572) loss_rec_sfr: 0.3088 (0.3088) loss_cl: -0.2774 (-0.2774) time: 18.2710 data: 17.1744 max mem: 29860 [04:22:18.145966] Epoch: [21] [ 20/2904] eta: 1:15:52 lr: 0.001260 loss: 0.2205 (0.2287) loss_rec_all: 0.2462 (0.2539) loss_rec_sfr: 0.3661 (0.3649) loss_cl: -0.2779 (-0.2777) time: 0.7439 data: 0.0002 max mem: 29860 [04:22:33.022600] Epoch: [21] [ 40/2904] eta: 0:55:54 lr: 0.001261 loss: 0.2187 (0.2295) loss_rec_all: 0.2444 (0.2548) loss_rec_sfr: 0.3320 (0.3628) loss_cl: -0.2790 (-0.2783) time: 0.7438 data: 0.0002 max mem: 29860 [04:22:47.904995] Epoch: [21] [ 60/2904] eta: 0:48:52 lr: 0.001261 loss: 0.2237 (0.2341) loss_rec_all: 0.2489 (0.2593) loss_rec_sfr: 0.3786 (0.3793) loss_cl: -0.2781 (-0.2783) time: 0.7441 data: 0.0002 max mem: 29860 [04:23:02.812603] Epoch: [21] [ 80/2904] eta: 0:45:12 lr: 0.001262 loss: 0.2266 (0.2356) loss_rec_all: 0.2518 (0.2608) loss_rec_sfr: 0.3689 (0.3810) loss_cl: -0.2796 (-0.2786) time: 0.7453 data: 0.0002 max mem: 29860 [04:23:17.720885] Epoch: [21] [ 100/2904] eta: 0:42:54 lr: 0.001262 loss: 0.2233 (0.2351) loss_rec_all: 0.2482 (0.2603) loss_rec_sfr: 0.3248 (0.3780) loss_cl: -0.2784 (-0.2785) time: 0.7454 data: 0.0002 max mem: 29860 [04:23:32.638363] Epoch: [21] [ 120/2904] eta: 0:41:16 lr: 0.001262 loss: 0.2280 (0.2359) loss_rec_all: 0.2534 (0.2612) loss_rec_sfr: 0.3687 (0.3788) loss_cl: -0.2795 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [04:23:47.574680] Epoch: [21] [ 140/2904] eta: 0:40:02 lr: 0.001263 loss: 0.2196 (0.2362) loss_rec_all: 0.2452 (0.2614) loss_rec_sfr: 0.3349 (0.3789) loss_cl: -0.2790 (-0.2787) time: 0.7468 data: 0.0002 max mem: 29860 [04:24:02.487403] Epoch: [21] [ 160/2904] eta: 0:39:03 lr: 0.001263 loss: 0.2236 (0.2367) loss_rec_all: 0.2492 (0.2619) loss_rec_sfr: 0.3536 (0.3796) loss_cl: -0.2773 (-0.2785) time: 0.7456 data: 0.0002 max mem: 29860 [04:24:17.430638] Epoch: [21] [ 180/2904] eta: 0:38:13 lr: 0.001264 loss: 0.2243 (0.2367) loss_rec_all: 0.2494 (0.2619) loss_rec_sfr: 0.3568 (0.3795) loss_cl: -0.2792 (-0.2786) time: 0.7471 data: 0.0002 max mem: 29860 [04:24:32.350212] Epoch: [21] [ 200/2904] eta: 0:37:31 lr: 0.001264 loss: 0.2257 (0.2376) loss_rec_all: 0.2511 (0.2628) loss_rec_sfr: 0.3668 (0.3825) loss_cl: -0.2785 (-0.2785) time: 0.7459 data: 0.0002 max mem: 29860 [04:24:47.267825] Epoch: [21] [ 220/2904] eta: 0:36:53 lr: 0.001265 loss: 0.2264 (0.2371) loss_rec_all: 0.2516 (0.2623) loss_rec_sfr: 0.3188 (0.3795) loss_cl: -0.2782 (-0.2785) time: 0.7458 data: 0.0002 max mem: 29860 [04:25:02.179563] Epoch: [21] [ 240/2904] eta: 0:36:19 lr: 0.001265 loss: 0.2245 (0.2370) loss_rec_all: 0.2498 (0.2622) loss_rec_sfr: 0.3172 (0.3778) loss_cl: -0.2787 (-0.2785) time: 0.7455 data: 0.0002 max mem: 29860 [04:25:17.105184] Epoch: [21] [ 260/2904] eta: 0:35:48 lr: 0.001265 loss: 0.2287 (0.2366) loss_rec_all: 0.2545 (0.2618) loss_rec_sfr: 0.3195 (0.3756) loss_cl: -0.2788 (-0.2785) time: 0.7462 data: 0.0002 max mem: 29860 [04:25:32.027028] Epoch: [21] [ 280/2904] eta: 0:35:19 lr: 0.001266 loss: 0.2265 (0.2370) loss_rec_all: 0.2523 (0.2622) loss_rec_sfr: 0.3297 (0.3759) loss_cl: -0.2791 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [04:25:46.945481] Epoch: [21] [ 300/2904] eta: 0:34:53 lr: 0.001266 loss: 0.2222 (0.2365) loss_rec_all: 0.2476 (0.2617) loss_rec_sfr: 0.3311 (0.3741) loss_cl: -0.2788 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [04:26:01.864596] Epoch: [21] [ 320/2904] eta: 0:34:27 lr: 0.001267 loss: 0.2217 (0.2363) loss_rec_all: 0.2473 (0.2615) loss_rec_sfr: 0.3589 (0.3738) loss_cl: -0.2788 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [04:26:16.781272] Epoch: [21] [ 340/2904] eta: 0:34:03 lr: 0.001267 loss: 0.2255 (0.2359) loss_rec_all: 0.2508 (0.2612) loss_rec_sfr: 0.3591 (0.3735) loss_cl: -0.2786 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [04:26:31.697474] Epoch: [21] [ 360/2904] eta: 0:33:40 lr: 0.001267 loss: 0.2280 (0.2356) loss_rec_all: 0.2535 (0.2609) loss_rec_sfr: 0.3245 (0.3717) loss_cl: -0.2791 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [04:26:46.623553] Epoch: [21] [ 380/2904] eta: 0:33:18 lr: 0.001268 loss: 0.2232 (0.2350) loss_rec_all: 0.2484 (0.2602) loss_rec_sfr: 0.3327 (0.3701) loss_cl: -0.2791 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [04:27:01.542718] Epoch: [21] [ 400/2904] eta: 0:32:56 lr: 0.001268 loss: 0.2214 (0.2347) loss_rec_all: 0.2471 (0.2600) loss_rec_sfr: 0.3253 (0.3692) loss_cl: -0.2794 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [04:27:16.461083] Epoch: [21] [ 420/2904] eta: 0:32:35 lr: 0.001269 loss: 0.2253 (0.2347) loss_rec_all: 0.2508 (0.2600) loss_rec_sfr: 0.3351 (0.3691) loss_cl: -0.2788 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [04:27:31.377487] Epoch: [21] [ 440/2904] eta: 0:32:15 lr: 0.001269 loss: 0.2235 (0.2345) loss_rec_all: 0.2486 (0.2598) loss_rec_sfr: 0.3227 (0.3685) loss_cl: -0.2781 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [04:27:46.288398] Epoch: [21] [ 460/2904] eta: 0:31:55 lr: 0.001270 loss: 0.2195 (0.2345) loss_rec_all: 0.2452 (0.2598) loss_rec_sfr: 0.3620 (0.3687) loss_cl: -0.2786 (-0.2786) time: 0.7455 data: 0.0002 max mem: 29860 [04:28:01.206066] Epoch: [21] [ 480/2904] eta: 0:31:35 lr: 0.001270 loss: 0.2245 (0.2346) loss_rec_all: 0.2503 (0.2599) loss_rec_sfr: 0.3641 (0.3690) loss_cl: -0.2793 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [04:28:16.126061] Epoch: [21] [ 500/2904] eta: 0:31:16 lr: 0.001270 loss: 0.2283 (0.2348) loss_rec_all: 0.2539 (0.2601) loss_rec_sfr: 0.3322 (0.3690) loss_cl: -0.2786 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [04:28:31.042001] Epoch: [21] [ 520/2904] eta: 0:30:57 lr: 0.001271 loss: 0.2251 (0.2349) loss_rec_all: 0.2507 (0.2602) loss_rec_sfr: 0.3582 (0.3693) loss_cl: -0.2789 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [04:28:45.957758] Epoch: [21] [ 540/2904] eta: 0:30:39 lr: 0.001271 loss: 0.2302 (0.2352) loss_rec_all: 0.2552 (0.2605) loss_rec_sfr: 0.3579 (0.3700) loss_cl: -0.2783 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [04:29:00.870460] Epoch: [21] [ 560/2904] eta: 0:30:21 lr: 0.001272 loss: 0.2240 (0.2353) loss_rec_all: 0.2494 (0.2606) loss_rec_sfr: 0.3720 (0.3705) loss_cl: -0.2795 (-0.2786) time: 0.7456 data: 0.0002 max mem: 29860 [04:29:15.786415] Epoch: [21] [ 580/2904] eta: 0:30:03 lr: 0.001272 loss: 0.2236 (0.2352) loss_rec_all: 0.2488 (0.2604) loss_rec_sfr: 0.3252 (0.3702) loss_cl: -0.2782 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [04:29:30.705628] Epoch: [21] [ 600/2904] eta: 0:29:45 lr: 0.001272 loss: 0.2246 (0.2351) loss_rec_all: 0.2498 (0.2603) loss_rec_sfr: 0.3601 (0.3702) loss_cl: -0.2783 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [04:29:45.629394] Epoch: [21] [ 620/2904] eta: 0:29:27 lr: 0.001273 loss: 0.2232 (0.2347) loss_rec_all: 0.2483 (0.2600) loss_rec_sfr: 0.3226 (0.3694) loss_cl: -0.2788 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [04:30:00.548204] Epoch: [21] [ 640/2904] eta: 0:29:10 lr: 0.001273 loss: 0.2206 (0.2344) loss_rec_all: 0.2465 (0.2597) loss_rec_sfr: 0.3301 (0.3686) loss_cl: -0.2792 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [04:30:15.470243] Epoch: [21] [ 660/2904] eta: 0:28:52 lr: 0.001274 loss: 0.2242 (0.2345) loss_rec_all: 0.2495 (0.2598) loss_rec_sfr: 0.3283 (0.3688) loss_cl: -0.2777 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [04:30:30.389865] Epoch: [21] [ 680/2904] eta: 0:28:35 lr: 0.001274 loss: 0.2273 (0.2347) loss_rec_all: 0.2528 (0.2599) loss_rec_sfr: 0.3352 (0.3690) loss_cl: -0.2781 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [04:30:45.312214] Epoch: [21] [ 700/2904] eta: 0:28:18 lr: 0.001274 loss: 0.2218 (0.2346) loss_rec_all: 0.2474 (0.2599) loss_rec_sfr: 0.3716 (0.3691) loss_cl: -0.2790 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [04:31:00.232739] Epoch: [21] [ 720/2904] eta: 0:28:01 lr: 0.001275 loss: 0.2258 (0.2349) loss_rec_all: 0.2514 (0.2602) loss_rec_sfr: 0.3550 (0.3698) loss_cl: -0.2790 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [04:31:15.151800] Epoch: [21] [ 740/2904] eta: 0:27:44 lr: 0.001275 loss: 0.2240 (0.2349) loss_rec_all: 0.2489 (0.2601) loss_rec_sfr: 0.3703 (0.3701) loss_cl: -0.2783 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [04:31:30.072871] Epoch: [21] [ 760/2904] eta: 0:27:28 lr: 0.001276 loss: 0.2249 (0.2350) loss_rec_all: 0.2501 (0.2602) loss_rec_sfr: 0.3664 (0.3705) loss_cl: -0.2776 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [04:31:44.987493] Epoch: [21] [ 780/2904] eta: 0:27:11 lr: 0.001276 loss: 0.2236 (0.2348) loss_rec_all: 0.2489 (0.2601) loss_rec_sfr: 0.3235 (0.3699) loss_cl: -0.2788 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [04:31:59.898754] Epoch: [21] [ 800/2904] eta: 0:26:55 lr: 0.001277 loss: 0.2272 (0.2349) loss_rec_all: 0.2530 (0.2602) loss_rec_sfr: 0.3411 (0.3701) loss_cl: -0.2789 (-0.2786) time: 0.7455 data: 0.0002 max mem: 29860 [04:32:14.814433] Epoch: [21] [ 820/2904] eta: 0:26:38 lr: 0.001277 loss: 0.2212 (0.2348) loss_rec_all: 0.2466 (0.2601) loss_rec_sfr: 0.3639 (0.3701) loss_cl: -0.2784 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [04:32:29.731297] Epoch: [21] [ 840/2904] eta: 0:26:22 lr: 0.001277 loss: 0.2265 (0.2350) loss_rec_all: 0.2520 (0.2603) loss_rec_sfr: 0.3659 (0.3705) loss_cl: -0.2781 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [04:32:44.646540] Epoch: [21] [ 860/2904] eta: 0:26:05 lr: 0.001278 loss: 0.2295 (0.2353) loss_rec_all: 0.2552 (0.2605) loss_rec_sfr: 0.3188 (0.3706) loss_cl: -0.2789 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [04:32:59.565493] Epoch: [21] [ 880/2904] eta: 0:25:49 lr: 0.001278 loss: 0.2227 (0.2351) loss_rec_all: 0.2478 (0.2604) loss_rec_sfr: 0.3619 (0.3705) loss_cl: -0.2794 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [04:33:14.484091] Epoch: [21] [ 900/2904] eta: 0:25:33 lr: 0.001279 loss: 0.2255 (0.2353) loss_rec_all: 0.2512 (0.2605) loss_rec_sfr: 0.3620 (0.3708) loss_cl: -0.2782 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [04:33:29.408341] Epoch: [21] [ 920/2904] eta: 0:25:17 lr: 0.001279 loss: 0.2217 (0.2350) loss_rec_all: 0.2468 (0.2602) loss_rec_sfr: 0.3291 (0.3702) loss_cl: -0.2781 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [04:33:44.324146] Epoch: [21] [ 940/2904] eta: 0:25:01 lr: 0.001279 loss: 0.2202 (0.2347) loss_rec_all: 0.2458 (0.2600) loss_rec_sfr: 0.3418 (0.3698) loss_cl: -0.2785 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [04:33:59.237692] Epoch: [21] [ 960/2904] eta: 0:24:45 lr: 0.001280 loss: 0.2212 (0.2347) loss_rec_all: 0.2464 (0.2600) loss_rec_sfr: 0.3577 (0.3701) loss_cl: -0.2795 (-0.2786) time: 0.7456 data: 0.0002 max mem: 29860 [04:34:14.151999] Epoch: [21] [ 980/2904] eta: 0:24:29 lr: 0.001280 loss: 0.2249 (0.2349) loss_rec_all: 0.2507 (0.2601) loss_rec_sfr: 0.3349 (0.3703) loss_cl: -0.2786 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [04:34:29.068449] Epoch: [21] [1000/2904] eta: 0:24:13 lr: 0.001281 loss: 0.2285 (0.2349) loss_rec_all: 0.2536 (0.2602) loss_rec_sfr: 0.3550 (0.3705) loss_cl: -0.2778 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [04:34:43.990251] Epoch: [21] [1020/2904] eta: 0:23:57 lr: 0.001281 loss: 0.2263 (0.2351) loss_rec_all: 0.2515 (0.2604) loss_rec_sfr: 0.3746 (0.3710) loss_cl: -0.2785 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [04:34:58.908104] Epoch: [21] [1040/2904] eta: 0:23:41 lr: 0.001281 loss: 0.2338 (0.2353) loss_rec_all: 0.2592 (0.2606) loss_rec_sfr: 0.3758 (0.3716) loss_cl: -0.2790 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [04:35:13.833800] Epoch: [21] [1060/2904] eta: 0:23:25 lr: 0.001282 loss: 0.2219 (0.2353) loss_rec_all: 0.2479 (0.2605) loss_rec_sfr: 0.3301 (0.3716) loss_cl: -0.2780 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [04:35:28.754628] Epoch: [21] [1080/2904] eta: 0:23:09 lr: 0.001282 loss: 0.2258 (0.2353) loss_rec_all: 0.2511 (0.2606) loss_rec_sfr: 0.3356 (0.3717) loss_cl: -0.2773 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [04:35:43.670703] Epoch: [21] [1100/2904] eta: 0:22:54 lr: 0.001283 loss: 0.2244 (0.2353) loss_rec_all: 0.2496 (0.2606) loss_rec_sfr: 0.3289 (0.3714) loss_cl: -0.2778 (-0.2785) time: 0.7458 data: 0.0002 max mem: 29860 [04:35:58.580083] Epoch: [21] [1120/2904] eta: 0:22:38 lr: 0.001283 loss: 0.2269 (0.2353) loss_rec_all: 0.2524 (0.2605) loss_rec_sfr: 0.3292 (0.3713) loss_cl: -0.2794 (-0.2785) time: 0.7454 data: 0.0002 max mem: 29860 [04:36:13.494654] Epoch: [21] [1140/2904] eta: 0:22:22 lr: 0.001284 loss: 0.2246 (0.2352) loss_rec_all: 0.2503 (0.2605) loss_rec_sfr: 0.3288 (0.3711) loss_cl: -0.2795 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [04:36:28.411323] Epoch: [21] [1160/2904] eta: 0:22:06 lr: 0.001284 loss: 0.2193 (0.2350) loss_rec_all: 0.2448 (0.2603) loss_rec_sfr: 0.3172 (0.3705) loss_cl: -0.2790 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [04:36:43.330363] Epoch: [21] [1180/2904] eta: 0:21:51 lr: 0.001284 loss: 0.2330 (0.2353) loss_rec_all: 0.2586 (0.2605) loss_rec_sfr: 0.3720 (0.3712) loss_cl: -0.2781 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [04:36:58.247820] Epoch: [21] [1200/2904] eta: 0:21:35 lr: 0.001285 loss: 0.2264 (0.2353) loss_rec_all: 0.2518 (0.2606) loss_rec_sfr: 0.3279 (0.3713) loss_cl: -0.2775 (-0.2785) time: 0.7458 data: 0.0002 max mem: 29860 [04:37:13.164002] Epoch: [21] [1220/2904] eta: 0:21:20 lr: 0.001285 loss: 0.2172 (0.2351) loss_rec_all: 0.2427 (0.2604) loss_rec_sfr: 0.3322 (0.3709) loss_cl: -0.2784 (-0.2785) time: 0.7458 data: 0.0002 max mem: 29860 [04:37:28.086591] Epoch: [21] [1240/2904] eta: 0:21:04 lr: 0.001286 loss: 0.2201 (0.2352) loss_rec_all: 0.2454 (0.2604) loss_rec_sfr: 0.3251 (0.3709) loss_cl: -0.2795 (-0.2785) time: 0.7461 data: 0.0002 max mem: 29860 [04:37:43.006473] Epoch: [21] [1260/2904] eta: 0:20:48 lr: 0.001286 loss: 0.2220 (0.2351) loss_rec_all: 0.2480 (0.2604) loss_rec_sfr: 0.3497 (0.3709) loss_cl: -0.2796 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [04:37:57.924166] Epoch: [21] [1280/2904] eta: 0:20:33 lr: 0.001286 loss: 0.2212 (0.2350) loss_rec_all: 0.2469 (0.2602) loss_rec_sfr: 0.3273 (0.3705) loss_cl: -0.2790 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [04:38:12.839471] Epoch: [21] [1300/2904] eta: 0:20:17 lr: 0.001287 loss: 0.2254 (0.2350) loss_rec_all: 0.2507 (0.2603) loss_rec_sfr: 0.3348 (0.3706) loss_cl: -0.2789 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [04:38:27.755300] Epoch: [21] [1320/2904] eta: 0:20:02 lr: 0.001287 loss: 0.2233 (0.2351) loss_rec_all: 0.2489 (0.2603) loss_rec_sfr: 0.3651 (0.3707) loss_cl: -0.2781 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [04:38:42.676053] Epoch: [21] [1340/2904] eta: 0:19:46 lr: 0.001288 loss: 0.2249 (0.2350) loss_rec_all: 0.2500 (0.2603) loss_rec_sfr: 0.3248 (0.3706) loss_cl: -0.2787 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [04:38:57.597012] Epoch: [21] [1360/2904] eta: 0:19:31 lr: 0.001288 loss: 0.2296 (0.2350) loss_rec_all: 0.2548 (0.2603) loss_rec_sfr: 0.3276 (0.3704) loss_cl: -0.2785 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [04:39:12.515276] Epoch: [21] [1380/2904] eta: 0:19:15 lr: 0.001289 loss: 0.2223 (0.2351) loss_rec_all: 0.2481 (0.2603) loss_rec_sfr: 0.3222 (0.3704) loss_cl: -0.2782 (-0.2785) time: 0.7459 data: 0.0002 max mem: 29860 [04:39:27.437551] Epoch: [21] [1400/2904] eta: 0:19:00 lr: 0.001289 loss: 0.2261 (0.2350) loss_rec_all: 0.2513 (0.2603) loss_rec_sfr: 0.3322 (0.3702) loss_cl: -0.2782 (-0.2785) time: 0.7461 data: 0.0002 max mem: 29860 [04:39:42.360097] Epoch: [21] [1420/2904] eta: 0:18:45 lr: 0.001289 loss: 0.2195 (0.2350) loss_rec_all: 0.2452 (0.2602) loss_rec_sfr: 0.3393 (0.3702) loss_cl: -0.2791 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [04:39:57.279404] Epoch: [21] [1440/2904] eta: 0:18:29 lr: 0.001290 loss: 0.2242 (0.2351) loss_rec_all: 0.2497 (0.2603) loss_rec_sfr: 0.3265 (0.3703) loss_cl: -0.2789 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [04:40:12.192845] Epoch: [21] [1460/2904] eta: 0:18:14 lr: 0.001290 loss: 0.2247 (0.2351) loss_rec_all: 0.2501 (0.2604) loss_rec_sfr: 0.3625 (0.3705) loss_cl: -0.2785 (-0.2786) time: 0.7456 data: 0.0002 max mem: 29860 [04:40:27.118830] Epoch: [21] [1480/2904] eta: 0:17:58 lr: 0.001291 loss: 0.2180 (0.2350) loss_rec_all: 0.2432 (0.2602) loss_rec_sfr: 0.3222 (0.3699) loss_cl: -0.2785 (-0.2785) time: 0.7463 data: 0.0002 max mem: 29860 [04:40:42.034068] Epoch: [21] [1500/2904] eta: 0:17:43 lr: 0.001291 loss: 0.2254 (0.2350) loss_rec_all: 0.2506 (0.2602) loss_rec_sfr: 0.3297 (0.3699) loss_cl: -0.2787 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [04:40:56.953082] Epoch: [21] [1520/2904] eta: 0:17:28 lr: 0.001291 loss: 0.2211 (0.2349) loss_rec_all: 0.2463 (0.2601) loss_rec_sfr: 0.3247 (0.3695) loss_cl: -0.2792 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [04:41:11.875580] Epoch: [21] [1540/2904] eta: 0:17:12 lr: 0.001292 loss: 0.2267 (0.2349) loss_rec_all: 0.2519 (0.2602) loss_rec_sfr: 0.3525 (0.3697) loss_cl: -0.2793 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [04:41:26.796499] Epoch: [21] [1560/2904] eta: 0:16:57 lr: 0.001292 loss: 0.2220 (0.2348) loss_rec_all: 0.2474 (0.2601) loss_rec_sfr: 0.3534 (0.3696) loss_cl: -0.2790 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [04:41:41.714215] Epoch: [21] [1580/2904] eta: 0:16:42 lr: 0.001293 loss: 0.2217 (0.2348) loss_rec_all: 0.2469 (0.2600) loss_rec_sfr: 0.3548 (0.3695) loss_cl: -0.2790 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [04:41:56.630352] Epoch: [21] [1600/2904] eta: 0:16:26 lr: 0.001293 loss: 0.2261 (0.2348) loss_rec_all: 0.2513 (0.2601) loss_rec_sfr: 0.3325 (0.3697) loss_cl: -0.2786 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [04:42:11.550755] Epoch: [21] [1620/2904] eta: 0:16:11 lr: 0.001293 loss: 0.2196 (0.2348) loss_rec_all: 0.2448 (0.2601) loss_rec_sfr: 0.3655 (0.3697) loss_cl: -0.2784 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [04:42:26.467133] Epoch: [21] [1640/2904] eta: 0:15:56 lr: 0.001294 loss: 0.2236 (0.2348) loss_rec_all: 0.2491 (0.2600) loss_rec_sfr: 0.3297 (0.3696) loss_cl: -0.2780 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [04:42:41.384690] Epoch: [21] [1660/2904] eta: 0:15:40 lr: 0.001294 loss: 0.2223 (0.2347) loss_rec_all: 0.2477 (0.2599) loss_rec_sfr: 0.3731 (0.3696) loss_cl: -0.2779 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [04:42:56.296467] Epoch: [21] [1680/2904] eta: 0:15:25 lr: 0.001295 loss: 0.2276 (0.2348) loss_rec_all: 0.2527 (0.2601) loss_rec_sfr: 0.3730 (0.3701) loss_cl: -0.2780 (-0.2786) time: 0.7455 data: 0.0002 max mem: 29860 [04:43:11.207027] Epoch: [21] [1700/2904] eta: 0:15:10 lr: 0.001295 loss: 0.2260 (0.2349) loss_rec_all: 0.2517 (0.2602) loss_rec_sfr: 0.3237 (0.3702) loss_cl: -0.2795 (-0.2786) time: 0.7455 data: 0.0002 max mem: 29860 [04:43:26.125792] Epoch: [21] [1720/2904] eta: 0:14:55 lr: 0.001296 loss: 0.2237 (0.2349) loss_rec_all: 0.2494 (0.2601) loss_rec_sfr: 0.3630 (0.3702) loss_cl: -0.2785 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [04:43:41.038100] Epoch: [21] [1740/2904] eta: 0:14:39 lr: 0.001296 loss: 0.2251 (0.2349) loss_rec_all: 0.2506 (0.2602) loss_rec_sfr: 0.3778 (0.3703) loss_cl: -0.2790 (-0.2786) time: 0.7456 data: 0.0002 max mem: 29860 [04:43:55.962158] Epoch: [21] [1760/2904] eta: 0:14:24 lr: 0.001296 loss: 0.2208 (0.2349) loss_rec_all: 0.2464 (0.2601) loss_rec_sfr: 0.3235 (0.3702) loss_cl: -0.2788 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [04:44:10.886757] Epoch: [21] [1780/2904] eta: 0:14:09 lr: 0.001297 loss: 0.2224 (0.2348) loss_rec_all: 0.2480 (0.2600) loss_rec_sfr: 0.3279 (0.3699) loss_cl: -0.2781 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [04:44:25.808622] Epoch: [21] [1800/2904] eta: 0:13:54 lr: 0.001297 loss: 0.2222 (0.2347) loss_rec_all: 0.2476 (0.2600) loss_rec_sfr: 0.3676 (0.3699) loss_cl: -0.2789 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [04:44:40.730522] Epoch: [21] [1820/2904] eta: 0:13:38 lr: 0.001298 loss: 0.2204 (0.2348) loss_rec_all: 0.2454 (0.2600) loss_rec_sfr: 0.3511 (0.3700) loss_cl: -0.2781 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [04:44:55.648467] Epoch: [21] [1840/2904] eta: 0:13:23 lr: 0.001298 loss: 0.2215 (0.2348) loss_rec_all: 0.2468 (0.2600) loss_rec_sfr: 0.3655 (0.3700) loss_cl: -0.2790 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [04:45:10.560176] Epoch: [21] [1860/2904] eta: 0:13:08 lr: 0.001298 loss: 0.2201 (0.2348) loss_rec_all: 0.2459 (0.2600) loss_rec_sfr: 0.3186 (0.3699) loss_cl: -0.2789 (-0.2786) time: 0.7455 data: 0.0002 max mem: 29860 [04:45:25.476645] Epoch: [21] [1880/2904] eta: 0:12:53 lr: 0.001299 loss: 0.2351 (0.2350) loss_rec_all: 0.2607 (0.2602) loss_rec_sfr: 0.3921 (0.3704) loss_cl: -0.2785 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [04:45:40.394636] Epoch: [21] [1900/2904] eta: 0:12:38 lr: 0.001299 loss: 0.2285 (0.2350) loss_rec_all: 0.2533 (0.2602) loss_rec_sfr: 0.3369 (0.3703) loss_cl: -0.2787 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [04:45:55.315810] Epoch: [21] [1920/2904] eta: 0:12:22 lr: 0.001300 loss: 0.2209 (0.2349) loss_rec_all: 0.2469 (0.2601) loss_rec_sfr: 0.3608 (0.3702) loss_cl: -0.2780 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [04:46:10.236143] Epoch: [21] [1940/2904] eta: 0:12:07 lr: 0.001300 loss: 0.2247 (0.2350) loss_rec_all: 0.2500 (0.2602) loss_rec_sfr: 0.3777 (0.3705) loss_cl: -0.2800 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [04:46:25.159240] Epoch: [21] [1960/2904] eta: 0:11:52 lr: 0.001300 loss: 0.2276 (0.2350) loss_rec_all: 0.2526 (0.2603) loss_rec_sfr: 0.3596 (0.3706) loss_cl: -0.2790 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [04:46:40.076867] Epoch: [21] [1980/2904] eta: 0:11:37 lr: 0.001301 loss: 0.2178 (0.2349) loss_rec_all: 0.2438 (0.2602) loss_rec_sfr: 0.3658 (0.3705) loss_cl: -0.2796 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [04:46:54.998341] Epoch: [21] [2000/2904] eta: 0:11:22 lr: 0.001301 loss: 0.2238 (0.2350) loss_rec_all: 0.2489 (0.2602) loss_rec_sfr: 0.3615 (0.3707) loss_cl: -0.2784 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [04:47:09.921822] Epoch: [21] [2020/2904] eta: 0:11:06 lr: 0.001302 loss: 0.2240 (0.2350) loss_rec_all: 0.2492 (0.2602) loss_rec_sfr: 0.3549 (0.3707) loss_cl: -0.2802 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [04:47:24.845837] Epoch: [21] [2040/2904] eta: 0:10:51 lr: 0.001302 loss: 0.2222 (0.2348) loss_rec_all: 0.2478 (0.2601) loss_rec_sfr: 0.3164 (0.3703) loss_cl: -0.2793 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [04:47:39.768662] Epoch: [21] [2060/2904] eta: 0:10:36 lr: 0.001303 loss: 0.2227 (0.2349) loss_rec_all: 0.2485 (0.2602) loss_rec_sfr: 0.3311 (0.3705) loss_cl: -0.2798 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [04:47:54.691853] Epoch: [21] [2080/2904] eta: 0:10:21 lr: 0.001303 loss: 0.2211 (0.2348) loss_rec_all: 0.2465 (0.2601) loss_rec_sfr: 0.3270 (0.3703) loss_cl: -0.2778 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [04:48:09.614342] Epoch: [21] [2100/2904] eta: 0:10:06 lr: 0.001303 loss: 0.2300 (0.2349) loss_rec_all: 0.2557 (0.2601) loss_rec_sfr: 0.3226 (0.3701) loss_cl: -0.2789 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [04:48:24.534973] Epoch: [21] [2120/2904] eta: 0:09:51 lr: 0.001304 loss: 0.2265 (0.2348) loss_rec_all: 0.2519 (0.2601) loss_rec_sfr: 0.3575 (0.3701) loss_cl: -0.2788 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [04:48:39.463442] Epoch: [21] [2140/2904] eta: 0:09:36 lr: 0.001304 loss: 0.2301 (0.2349) loss_rec_all: 0.2551 (0.2602) loss_rec_sfr: 0.3628 (0.3703) loss_cl: -0.2782 (-0.2786) time: 0.7464 data: 0.0002 max mem: 29860 [04:48:54.377605] Epoch: [21] [2160/2904] eta: 0:09:20 lr: 0.001305 loss: 0.2257 (0.2349) loss_rec_all: 0.2509 (0.2601) loss_rec_sfr: 0.3339 (0.3701) loss_cl: -0.2786 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [04:49:09.293117] Epoch: [21] [2180/2904] eta: 0:09:05 lr: 0.001305 loss: 0.2269 (0.2349) loss_rec_all: 0.2522 (0.2602) loss_rec_sfr: 0.3639 (0.3702) loss_cl: -0.2786 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [04:49:24.210389] Epoch: [21] [2200/2904] eta: 0:08:50 lr: 0.001305 loss: 0.2253 (0.2349) loss_rec_all: 0.2509 (0.2601) loss_rec_sfr: 0.3324 (0.3702) loss_cl: -0.2788 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [04:49:39.131511] Epoch: [21] [2220/2904] eta: 0:08:35 lr: 0.001306 loss: 0.2204 (0.2349) loss_rec_all: 0.2459 (0.2601) loss_rec_sfr: 0.3266 (0.3702) loss_cl: -0.2783 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [04:49:54.050326] Epoch: [21] [2240/2904] eta: 0:08:20 lr: 0.001306 loss: 0.2240 (0.2349) loss_rec_all: 0.2497 (0.2601) loss_rec_sfr: 0.3268 (0.3702) loss_cl: -0.2780 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [04:50:08.971193] Epoch: [21] [2260/2904] eta: 0:08:05 lr: 0.001307 loss: 0.2207 (0.2348) loss_rec_all: 0.2458 (0.2600) loss_rec_sfr: 0.3220 (0.3699) loss_cl: -0.2782 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [04:50:23.884463] Epoch: [21] [2280/2904] eta: 0:07:50 lr: 0.001307 loss: 0.2308 (0.2348) loss_rec_all: 0.2564 (0.2601) loss_rec_sfr: 0.3212 (0.3699) loss_cl: -0.2785 (-0.2786) time: 0.7456 data: 0.0002 max mem: 29860 [04:50:38.796827] Epoch: [21] [2300/2904] eta: 0:07:35 lr: 0.001308 loss: 0.2215 (0.2349) loss_rec_all: 0.2472 (0.2601) loss_rec_sfr: 0.3308 (0.3700) loss_cl: -0.2780 (-0.2786) time: 0.7456 data: 0.0002 max mem: 29860 [04:50:53.709229] Epoch: [21] [2320/2904] eta: 0:07:19 lr: 0.001308 loss: 0.2215 (0.2348) loss_rec_all: 0.2466 (0.2601) loss_rec_sfr: 0.3288 (0.3698) loss_cl: -0.2788 (-0.2786) time: 0.7456 data: 0.0002 max mem: 29860 [04:51:08.625968] Epoch: [21] [2340/2904] eta: 0:07:04 lr: 0.001308 loss: 0.2231 (0.2348) loss_rec_all: 0.2491 (0.2601) loss_rec_sfr: 0.3619 (0.3698) loss_cl: -0.2796 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [04:51:23.546828] Epoch: [21] [2360/2904] eta: 0:06:49 lr: 0.001309 loss: 0.2232 (0.2348) loss_rec_all: 0.2486 (0.2600) loss_rec_sfr: 0.3703 (0.3698) loss_cl: -0.2794 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [04:51:38.464740] Epoch: [21] [2380/2904] eta: 0:06:34 lr: 0.001309 loss: 0.2184 (0.2347) loss_rec_all: 0.2437 (0.2599) loss_rec_sfr: 0.3299 (0.3696) loss_cl: -0.2793 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [04:51:53.381767] Epoch: [21] [2400/2904] eta: 0:06:19 lr: 0.001310 loss: 0.2200 (0.2346) loss_rec_all: 0.2453 (0.2599) loss_rec_sfr: 0.3311 (0.3694) loss_cl: -0.2780 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [04:52:08.301367] Epoch: [21] [2420/2904] eta: 0:06:04 lr: 0.001310 loss: 0.2263 (0.2346) loss_rec_all: 0.2519 (0.2599) loss_rec_sfr: 0.3215 (0.3694) loss_cl: -0.2776 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [04:52:23.216968] Epoch: [21] [2440/2904] eta: 0:05:49 lr: 0.001310 loss: 0.2228 (0.2345) loss_rec_all: 0.2481 (0.2598) loss_rec_sfr: 0.3252 (0.3691) loss_cl: -0.2787 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [04:52:38.130581] Epoch: [21] [2460/2904] eta: 0:05:34 lr: 0.001311 loss: 0.2241 (0.2346) loss_rec_all: 0.2494 (0.2598) loss_rec_sfr: 0.3505 (0.3692) loss_cl: -0.2788 (-0.2786) time: 0.7456 data: 0.0002 max mem: 29860 [04:52:53.054180] Epoch: [21] [2480/2904] eta: 0:05:19 lr: 0.001311 loss: 0.2244 (0.2346) loss_rec_all: 0.2495 (0.2599) loss_rec_sfr: 0.3783 (0.3695) loss_cl: -0.2779 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [04:53:07.968561] Epoch: [21] [2500/2904] eta: 0:05:04 lr: 0.001312 loss: 0.2229 (0.2346) loss_rec_all: 0.2481 (0.2598) loss_rec_sfr: 0.3585 (0.3694) loss_cl: -0.2789 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [04:53:22.883842] Epoch: [21] [2520/2904] eta: 0:04:49 lr: 0.001312 loss: 0.2210 (0.2345) loss_rec_all: 0.2464 (0.2598) loss_rec_sfr: 0.3247 (0.3692) loss_cl: -0.2792 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [04:53:37.807676] Epoch: [21] [2540/2904] eta: 0:04:33 lr: 0.001312 loss: 0.2204 (0.2344) loss_rec_all: 0.2457 (0.2597) loss_rec_sfr: 0.3129 (0.3688) loss_cl: -0.2789 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [04:53:52.723330] Epoch: [21] [2560/2904] eta: 0:04:18 lr: 0.001313 loss: 0.2226 (0.2343) loss_rec_all: 0.2482 (0.2596) loss_rec_sfr: 0.3153 (0.3685) loss_cl: -0.2783 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [04:54:07.634754] Epoch: [21] [2580/2904] eta: 0:04:03 lr: 0.001313 loss: 0.2223 (0.2343) loss_rec_all: 0.2483 (0.2595) loss_rec_sfr: 0.3290 (0.3683) loss_cl: -0.2789 (-0.2786) time: 0.7455 data: 0.0002 max mem: 29860 [04:54:22.545920] Epoch: [21] [2600/2904] eta: 0:03:48 lr: 0.001314 loss: 0.2242 (0.2343) loss_rec_all: 0.2495 (0.2596) loss_rec_sfr: 0.3687 (0.3684) loss_cl: -0.2798 (-0.2786) time: 0.7455 data: 0.0002 max mem: 29860 [04:54:37.452676] Epoch: [21] [2620/2904] eta: 0:03:33 lr: 0.001314 loss: 0.2269 (0.2344) loss_rec_all: 0.2522 (0.2596) loss_rec_sfr: 0.3350 (0.3686) loss_cl: -0.2791 (-0.2786) time: 0.7453 data: 0.0002 max mem: 29860 [04:54:52.366341] Epoch: [21] [2640/2904] eta: 0:03:18 lr: 0.001315 loss: 0.2244 (0.2344) loss_rec_all: 0.2496 (0.2597) loss_rec_sfr: 0.3564 (0.3687) loss_cl: -0.2780 (-0.2786) time: 0.7456 data: 0.0002 max mem: 29860 [04:55:07.289614] Epoch: [21] [2660/2904] eta: 0:03:03 lr: 0.001315 loss: 0.2275 (0.2344) loss_rec_all: 0.2530 (0.2597) loss_rec_sfr: 0.3706 (0.3688) loss_cl: -0.2786 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [04:55:22.204575] Epoch: [21] [2680/2904] eta: 0:02:48 lr: 0.001315 loss: 0.2220 (0.2345) loss_rec_all: 0.2473 (0.2597) loss_rec_sfr: 0.3736 (0.3690) loss_cl: -0.2779 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [04:55:37.117044] Epoch: [21] [2700/2904] eta: 0:02:33 lr: 0.001316 loss: 0.2263 (0.2344) loss_rec_all: 0.2520 (0.2597) loss_rec_sfr: 0.3206 (0.3689) loss_cl: -0.2780 (-0.2786) time: 0.7456 data: 0.0002 max mem: 29860 [04:55:52.031716] Epoch: [21] [2720/2904] eta: 0:02:18 lr: 0.001316 loss: 0.2225 (0.2345) loss_rec_all: 0.2478 (0.2597) loss_rec_sfr: 0.3534 (0.3690) loss_cl: -0.2795 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [04:56:06.951053] Epoch: [21] [2740/2904] eta: 0:02:03 lr: 0.001317 loss: 0.2274 (0.2344) loss_rec_all: 0.2529 (0.2597) loss_rec_sfr: 0.3219 (0.3688) loss_cl: -0.2788 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [04:56:21.872209] Epoch: [21] [2760/2904] eta: 0:01:48 lr: 0.001317 loss: 0.2239 (0.2344) loss_rec_all: 0.2496 (0.2597) loss_rec_sfr: 0.3255 (0.3688) loss_cl: -0.2785 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [04:56:36.791365] Epoch: [21] [2780/2904] eta: 0:01:33 lr: 0.001317 loss: 0.2240 (0.2344) loss_rec_all: 0.2495 (0.2597) loss_rec_sfr: 0.3361 (0.3688) loss_cl: -0.2777 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [04:56:51.705237] Epoch: [21] [2800/2904] eta: 0:01:18 lr: 0.001318 loss: 0.2231 (0.2345) loss_rec_all: 0.2490 (0.2597) loss_rec_sfr: 0.3230 (0.3688) loss_cl: -0.2784 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [04:57:06.624893] Epoch: [21] [2820/2904] eta: 0:01:03 lr: 0.001318 loss: 0.2259 (0.2345) loss_rec_all: 0.2516 (0.2598) loss_rec_sfr: 0.3674 (0.3689) loss_cl: -0.2789 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [04:57:21.570371] Epoch: [21] [2840/2904] eta: 0:00:48 lr: 0.001319 loss: 0.2212 (0.2345) loss_rec_all: 0.2468 (0.2598) loss_rec_sfr: 0.3204 (0.3688) loss_cl: -0.2789 (-0.2786) time: 0.7472 data: 0.0023 max mem: 29860 [04:57:36.467818] Epoch: [21] [2860/2904] eta: 0:00:33 lr: 0.001319 loss: 0.2246 (0.2345) loss_rec_all: 0.2500 (0.2598) loss_rec_sfr: 0.3326 (0.3689) loss_cl: -0.2777 (-0.2786) time: 0.7448 data: 0.0001 max mem: 29860 [04:57:51.370264] Epoch: [21] [2880/2904] eta: 0:00:18 lr: 0.001320 loss: 0.2194 (0.2345) loss_rec_all: 0.2451 (0.2597) loss_rec_sfr: 0.3225 (0.3687) loss_cl: -0.2795 (-0.2786) time: 0.7451 data: 0.0001 max mem: 29860 [04:58:06.267789] Epoch: [21] [2900/2904] eta: 0:00:03 lr: 0.001320 loss: 0.2236 (0.2345) loss_rec_all: 0.2488 (0.2597) loss_rec_sfr: 0.3735 (0.3687) loss_cl: -0.2787 (-0.2786) time: 0.7448 data: 0.0001 max mem: 29860 [04:58:08.509393] Epoch: [21] [2903/2904] eta: 0:00:00 lr: 0.001320 loss: 0.2236 (0.2345) loss_rec_all: 0.2488 (0.2597) loss_rec_sfr: 0.3259 (0.3687) loss_cl: -0.2789 (-0.2786) time: 0.7449 data: 0.0001 max mem: 29860 [04:58:10.592936] Epoch: [21] Total time: 0:36:25 (0.7526 s / it) [04:58:10.601327] Averaged stats: lr: 0.001320 loss: 0.2236 (0.2368) loss_rec_all: 0.2488 (0.2597) loss_rec_sfr: 0.3259 (0.3689) loss_cl: -0.2789 (-0.2552) [04:58:10.606007] log_dir: ./checkpoint/VF2_ViT-B [04:58:29.419767] Epoch: [22] [ 0/2904] eta: 15:10:31 lr: 0.001320 loss: 0.2208 (0.2208) loss_rec_all: 0.2465 (0.2465) loss_rec_sfr: 0.3017 (0.3017) loss_cl: -0.2778 (-0.2778) time: 18.8124 data: 9.4545 max mem: 29860 [04:58:44.666960] Epoch: [22] [ 20/2904] eta: 1:17:57 lr: 0.001320 loss: 0.2174 (0.2313) loss_rec_all: 0.2427 (0.2565) loss_rec_sfr: 0.3653 (0.3712) loss_cl: -0.2786 (-0.2784) time: 0.7623 data: 0.0126 max mem: 29860 [04:58:59.542696] Epoch: [22] [ 40/2904] eta: 0:56:58 lr: 0.001321 loss: 0.2200 (0.2321) loss_rec_all: 0.2457 (0.2573) loss_rec_sfr: 0.3286 (0.3674) loss_cl: -0.2781 (-0.2782) time: 0.7437 data: 0.0002 max mem: 29860 [04:59:14.427107] Epoch: [22] [ 60/2904] eta: 0:49:35 lr: 0.001321 loss: 0.2255 (0.2337) loss_rec_all: 0.2506 (0.2589) loss_rec_sfr: 0.3681 (0.3721) loss_cl: -0.2780 (-0.2781) time: 0.7442 data: 0.0002 max mem: 29860 [04:59:29.332155] Epoch: [22] [ 80/2904] eta: 0:45:44 lr: 0.001322 loss: 0.2260 (0.2344) loss_rec_all: 0.2517 (0.2597) loss_rec_sfr: 0.3330 (0.3720) loss_cl: -0.2791 (-0.2783) time: 0.7452 data: 0.0002 max mem: 29860 [04:59:44.233448] Epoch: [22] [ 100/2904] eta: 0:43:19 lr: 0.001322 loss: 0.2217 (0.2327) loss_rec_all: 0.2473 (0.2580) loss_rec_sfr: 0.3249 (0.3651) loss_cl: -0.2800 (-0.2786) time: 0.7450 data: 0.0002 max mem: 29860 [04:59:59.145798] Epoch: [22] [ 120/2904] eta: 0:41:37 lr: 0.001322 loss: 0.2236 (0.2323) loss_rec_all: 0.2494 (0.2576) loss_rec_sfr: 0.3213 (0.3626) loss_cl: -0.2789 (-0.2786) time: 0.7456 data: 0.0002 max mem: 29860 [05:00:14.085894] Epoch: [22] [ 140/2904] eta: 0:40:20 lr: 0.001323 loss: 0.2226 (0.2333) loss_rec_all: 0.2487 (0.2586) loss_rec_sfr: 0.3311 (0.3646) loss_cl: -0.2777 (-0.2784) time: 0.7470 data: 0.0002 max mem: 29860 [05:00:29.007342] Epoch: [22] [ 160/2904] eta: 0:39:18 lr: 0.001323 loss: 0.2283 (0.2347) loss_rec_all: 0.2535 (0.2600) loss_rec_sfr: 0.3663 (0.3688) loss_cl: -0.2788 (-0.2784) time: 0.7460 data: 0.0002 max mem: 29860 [05:00:43.959039] Epoch: [22] [ 180/2904] eta: 0:38:27 lr: 0.001324 loss: 0.2183 (0.2346) loss_rec_all: 0.2435 (0.2599) loss_rec_sfr: 0.3207 (0.3690) loss_cl: -0.2800 (-0.2786) time: 0.7475 data: 0.0002 max mem: 29860 [05:00:58.885066] Epoch: [22] [ 200/2904] eta: 0:37:43 lr: 0.001324 loss: 0.2251 (0.2343) loss_rec_all: 0.2508 (0.2596) loss_rec_sfr: 0.3268 (0.3679) loss_cl: -0.2791 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [05:01:13.809810] Epoch: [22] [ 220/2904] eta: 0:37:04 lr: 0.001325 loss: 0.2201 (0.2344) loss_rec_all: 0.2458 (0.2596) loss_rec_sfr: 0.3644 (0.3695) loss_cl: -0.2779 (-0.2785) time: 0.7462 data: 0.0002 max mem: 29860 [05:01:28.736130] Epoch: [22] [ 240/2904] eta: 0:36:29 lr: 0.001325 loss: 0.2231 (0.2342) loss_rec_all: 0.2480 (0.2594) loss_rec_sfr: 0.3657 (0.3698) loss_cl: -0.2775 (-0.2784) time: 0.7463 data: 0.0002 max mem: 29860 [05:01:43.660700] Epoch: [22] [ 260/2904] eta: 0:35:58 lr: 0.001325 loss: 0.2236 (0.2344) loss_rec_all: 0.2492 (0.2596) loss_rec_sfr: 0.3230 (0.3695) loss_cl: -0.2787 (-0.2784) time: 0.7462 data: 0.0002 max mem: 29860 [05:01:58.586657] Epoch: [22] [ 280/2904] eta: 0:35:28 lr: 0.001326 loss: 0.2246 (0.2342) loss_rec_all: 0.2504 (0.2595) loss_rec_sfr: 0.3237 (0.3688) loss_cl: -0.2797 (-0.2785) time: 0.7463 data: 0.0002 max mem: 29860 [05:02:13.512760] Epoch: [22] [ 300/2904] eta: 0:35:01 lr: 0.001326 loss: 0.2270 (0.2342) loss_rec_all: 0.2522 (0.2595) loss_rec_sfr: 0.3257 (0.3681) loss_cl: -0.2793 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [05:02:28.431896] Epoch: [22] [ 320/2904] eta: 0:34:35 lr: 0.001327 loss: 0.2244 (0.2345) loss_rec_all: 0.2499 (0.2598) loss_rec_sfr: 0.3247 (0.3686) loss_cl: -0.2776 (-0.2785) time: 0.7459 data: 0.0002 max mem: 29860 [05:02:43.351861] Epoch: [22] [ 340/2904] eta: 0:34:10 lr: 0.001327 loss: 0.2203 (0.2346) loss_rec_all: 0.2455 (0.2599) loss_rec_sfr: 0.3498 (0.3695) loss_cl: -0.2787 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [05:02:58.268426] Epoch: [22] [ 360/2904] eta: 0:33:47 lr: 0.001327 loss: 0.2266 (0.2348) loss_rec_all: 0.2518 (0.2601) loss_rec_sfr: 0.3661 (0.3700) loss_cl: -0.2784 (-0.2785) time: 0.7458 data: 0.0002 max mem: 29860 [05:03:13.184798] Epoch: [22] [ 380/2904] eta: 0:33:24 lr: 0.001328 loss: 0.2264 (0.2345) loss_rec_all: 0.2518 (0.2598) loss_rec_sfr: 0.3226 (0.3684) loss_cl: -0.2788 (-0.2785) time: 0.7458 data: 0.0002 max mem: 29860 [05:03:28.108110] Epoch: [22] [ 400/2904] eta: 0:33:02 lr: 0.001328 loss: 0.2266 (0.2348) loss_rec_all: 0.2525 (0.2600) loss_rec_sfr: 0.3404 (0.3691) loss_cl: -0.2789 (-0.2785) time: 0.7461 data: 0.0002 max mem: 29860 [05:03:43.034938] Epoch: [22] [ 420/2904] eta: 0:32:41 lr: 0.001329 loss: 0.2189 (0.2343) loss_rec_all: 0.2441 (0.2596) loss_rec_sfr: 0.3516 (0.3685) loss_cl: -0.2778 (-0.2785) time: 0.7463 data: 0.0002 max mem: 29860 [05:03:57.960708] Epoch: [22] [ 440/2904] eta: 0:32:20 lr: 0.001329 loss: 0.2239 (0.2339) loss_rec_all: 0.2496 (0.2592) loss_rec_sfr: 0.3151 (0.3670) loss_cl: -0.2785 (-0.2785) time: 0.7462 data: 0.0002 max mem: 29860 [05:04:12.887102] Epoch: [22] [ 460/2904] eta: 0:32:00 lr: 0.001330 loss: 0.2211 (0.2339) loss_rec_all: 0.2468 (0.2592) loss_rec_sfr: 0.3221 (0.3665) loss_cl: -0.2790 (-0.2785) time: 0.7463 data: 0.0002 max mem: 29860 [05:04:27.811628] Epoch: [22] [ 480/2904] eta: 0:31:40 lr: 0.001330 loss: 0.2261 (0.2340) loss_rec_all: 0.2512 (0.2593) loss_rec_sfr: 0.3342 (0.3669) loss_cl: -0.2788 (-0.2785) time: 0.7462 data: 0.0002 max mem: 29860 [05:04:42.738473] Epoch: [22] [ 500/2904] eta: 0:31:21 lr: 0.001330 loss: 0.2247 (0.2341) loss_rec_all: 0.2500 (0.2594) loss_rec_sfr: 0.3632 (0.3673) loss_cl: -0.2783 (-0.2785) time: 0.7463 data: 0.0002 max mem: 29860 [05:04:57.670719] Epoch: [22] [ 520/2904] eta: 0:31:02 lr: 0.001331 loss: 0.2237 (0.2345) loss_rec_all: 0.2493 (0.2598) loss_rec_sfr: 0.3240 (0.3683) loss_cl: -0.2785 (-0.2785) time: 0.7466 data: 0.0002 max mem: 29860 [05:05:12.605593] Epoch: [22] [ 540/2904] eta: 0:30:43 lr: 0.001331 loss: 0.2244 (0.2343) loss_rec_all: 0.2496 (0.2596) loss_rec_sfr: 0.3533 (0.3679) loss_cl: -0.2790 (-0.2785) time: 0.7467 data: 0.0002 max mem: 29860 [05:05:27.532944] Epoch: [22] [ 560/2904] eta: 0:30:25 lr: 0.001332 loss: 0.2233 (0.2346) loss_rec_all: 0.2486 (0.2599) loss_rec_sfr: 0.3793 (0.3693) loss_cl: -0.2789 (-0.2785) time: 0.7463 data: 0.0002 max mem: 29860 [05:05:42.452462] Epoch: [22] [ 580/2904] eta: 0:30:07 lr: 0.001332 loss: 0.2201 (0.2348) loss_rec_all: 0.2454 (0.2600) loss_rec_sfr: 0.3652 (0.3702) loss_cl: -0.2781 (-0.2785) time: 0.7459 data: 0.0002 max mem: 29860 [05:05:57.376669] Epoch: [22] [ 600/2904] eta: 0:29:49 lr: 0.001332 loss: 0.2208 (0.2346) loss_rec_all: 0.2461 (0.2598) loss_rec_sfr: 0.3356 (0.3698) loss_cl: -0.2782 (-0.2785) time: 0.7462 data: 0.0002 max mem: 29860 [05:06:12.297595] Epoch: [22] [ 620/2904] eta: 0:29:31 lr: 0.001333 loss: 0.2200 (0.2343) loss_rec_all: 0.2454 (0.2596) loss_rec_sfr: 0.3217 (0.3686) loss_cl: -0.2781 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [05:06:27.226414] Epoch: [22] [ 640/2904] eta: 0:29:13 lr: 0.001333 loss: 0.2268 (0.2344) loss_rec_all: 0.2521 (0.2597) loss_rec_sfr: 0.3400 (0.3689) loss_cl: -0.2784 (-0.2785) time: 0.7464 data: 0.0002 max mem: 29860 [05:06:42.153099] Epoch: [22] [ 660/2904] eta: 0:28:56 lr: 0.001334 loss: 0.2204 (0.2344) loss_rec_all: 0.2462 (0.2597) loss_rec_sfr: 0.3347 (0.3689) loss_cl: -0.2794 (-0.2785) time: 0.7463 data: 0.0002 max mem: 29860 [05:06:57.076289] Epoch: [22] [ 680/2904] eta: 0:28:39 lr: 0.001334 loss: 0.2229 (0.2347) loss_rec_all: 0.2482 (0.2600) loss_rec_sfr: 0.3754 (0.3702) loss_cl: -0.2791 (-0.2785) time: 0.7461 data: 0.0002 max mem: 29860 [05:07:11.996838] Epoch: [22] [ 700/2904] eta: 0:28:22 lr: 0.001334 loss: 0.2184 (0.2346) loss_rec_all: 0.2437 (0.2598) loss_rec_sfr: 0.3220 (0.3696) loss_cl: -0.2781 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [05:07:26.921348] Epoch: [22] [ 720/2904] eta: 0:28:05 lr: 0.001335 loss: 0.2274 (0.2348) loss_rec_all: 0.2529 (0.2600) loss_rec_sfr: 0.3364 (0.3700) loss_cl: -0.2778 (-0.2785) time: 0.7462 data: 0.0002 max mem: 29860 [05:07:41.843237] Epoch: [22] [ 740/2904] eta: 0:27:48 lr: 0.001335 loss: 0.2202 (0.2346) loss_rec_all: 0.2453 (0.2599) loss_rec_sfr: 0.3338 (0.3695) loss_cl: -0.2789 (-0.2785) time: 0.7461 data: 0.0002 max mem: 29860 [05:07:56.766106] Epoch: [22] [ 760/2904] eta: 0:27:31 lr: 0.001336 loss: 0.2224 (0.2348) loss_rec_all: 0.2484 (0.2601) loss_rec_sfr: 0.3289 (0.3700) loss_cl: -0.2782 (-0.2785) time: 0.7461 data: 0.0002 max mem: 29860 [05:08:11.685057] Epoch: [22] [ 780/2904] eta: 0:27:14 lr: 0.001336 loss: 0.2234 (0.2352) loss_rec_all: 0.2485 (0.2604) loss_rec_sfr: 0.3655 (0.3711) loss_cl: -0.2787 (-0.2785) time: 0.7459 data: 0.0002 max mem: 29860 [05:08:26.607751] Epoch: [22] [ 800/2904] eta: 0:26:57 lr: 0.001337 loss: 0.2243 (0.2352) loss_rec_all: 0.2494 (0.2604) loss_rec_sfr: 0.3545 (0.3712) loss_cl: -0.2792 (-0.2785) time: 0.7461 data: 0.0002 max mem: 29860 [05:08:41.528298] Epoch: [22] [ 820/2904] eta: 0:26:41 lr: 0.001337 loss: 0.2233 (0.2351) loss_rec_all: 0.2490 (0.2603) loss_rec_sfr: 0.3710 (0.3713) loss_cl: -0.2788 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [05:08:56.450346] Epoch: [22] [ 840/2904] eta: 0:26:24 lr: 0.001337 loss: 0.2207 (0.2350) loss_rec_all: 0.2463 (0.2603) loss_rec_sfr: 0.3270 (0.3710) loss_cl: -0.2778 (-0.2785) time: 0.7461 data: 0.0002 max mem: 29860 [05:09:11.375267] Epoch: [22] [ 860/2904] eta: 0:26:08 lr: 0.001338 loss: 0.2207 (0.2351) loss_rec_all: 0.2461 (0.2603) loss_rec_sfr: 0.3577 (0.3713) loss_cl: -0.2781 (-0.2785) time: 0.7462 data: 0.0002 max mem: 29860 [05:09:26.298548] Epoch: [22] [ 880/2904] eta: 0:25:52 lr: 0.001338 loss: 0.2251 (0.2350) loss_rec_all: 0.2508 (0.2603) loss_rec_sfr: 0.3349 (0.3712) loss_cl: -0.2787 (-0.2785) time: 0.7461 data: 0.0002 max mem: 29860 [05:09:41.217357] Epoch: [22] [ 900/2904] eta: 0:25:35 lr: 0.001339 loss: 0.2297 (0.2352) loss_rec_all: 0.2551 (0.2605) loss_rec_sfr: 0.3771 (0.3717) loss_cl: -0.2793 (-0.2785) time: 0.7459 data: 0.0002 max mem: 29860 [05:09:56.139701] Epoch: [22] [ 920/2904] eta: 0:25:19 lr: 0.001339 loss: 0.2244 (0.2350) loss_rec_all: 0.2501 (0.2603) loss_rec_sfr: 0.3246 (0.3709) loss_cl: -0.2784 (-0.2785) time: 0.7461 data: 0.0002 max mem: 29860 [05:10:11.061422] Epoch: [22] [ 940/2904] eta: 0:25:03 lr: 0.001339 loss: 0.2223 (0.2349) loss_rec_all: 0.2474 (0.2602) loss_rec_sfr: 0.3493 (0.3709) loss_cl: -0.2790 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [05:10:25.982399] Epoch: [22] [ 960/2904] eta: 0:24:47 lr: 0.001340 loss: 0.2203 (0.2348) loss_rec_all: 0.2456 (0.2600) loss_rec_sfr: 0.3305 (0.3706) loss_cl: -0.2788 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [05:10:40.899036] Epoch: [22] [ 980/2904] eta: 0:24:31 lr: 0.001340 loss: 0.2261 (0.2349) loss_rec_all: 0.2513 (0.2601) loss_rec_sfr: 0.3810 (0.3710) loss_cl: -0.2783 (-0.2785) time: 0.7458 data: 0.0002 max mem: 29860 [05:10:55.822145] Epoch: [22] [1000/2904] eta: 0:24:15 lr: 0.001341 loss: 0.2228 (0.2346) loss_rec_all: 0.2485 (0.2599) loss_rec_sfr: 0.3210 (0.3702) loss_cl: -0.2789 (-0.2785) time: 0.7461 data: 0.0002 max mem: 29860 [05:11:10.740787] Epoch: [22] [1020/2904] eta: 0:23:59 lr: 0.001341 loss: 0.2200 (0.2344) loss_rec_all: 0.2453 (0.2597) loss_rec_sfr: 0.3027 (0.3695) loss_cl: -0.2786 (-0.2785) time: 0.7459 data: 0.0002 max mem: 29860 [05:11:25.658251] Epoch: [22] [1040/2904] eta: 0:23:43 lr: 0.001341 loss: 0.2288 (0.2346) loss_rec_all: 0.2541 (0.2599) loss_rec_sfr: 0.3646 (0.3699) loss_cl: -0.2793 (-0.2785) time: 0.7458 data: 0.0002 max mem: 29860 [05:11:40.580181] Epoch: [22] [1060/2904] eta: 0:23:27 lr: 0.001342 loss: 0.2223 (0.2347) loss_rec_all: 0.2478 (0.2599) loss_rec_sfr: 0.3456 (0.3700) loss_cl: -0.2791 (-0.2785) time: 0.7461 data: 0.0002 max mem: 29860 [05:11:55.502721] Epoch: [22] [1080/2904] eta: 0:23:11 lr: 0.001342 loss: 0.2206 (0.2345) loss_rec_all: 0.2462 (0.2598) loss_rec_sfr: 0.3265 (0.3695) loss_cl: -0.2794 (-0.2785) time: 0.7461 data: 0.0002 max mem: 29860 [05:12:10.419729] Epoch: [22] [1100/2904] eta: 0:22:55 lr: 0.001343 loss: 0.2291 (0.2347) loss_rec_all: 0.2547 (0.2599) loss_rec_sfr: 0.3274 (0.3698) loss_cl: -0.2785 (-0.2785) time: 0.7458 data: 0.0002 max mem: 29860 [05:12:25.333899] Epoch: [22] [1120/2904] eta: 0:22:40 lr: 0.001343 loss: 0.2213 (0.2347) loss_rec_all: 0.2470 (0.2599) loss_rec_sfr: 0.3182 (0.3698) loss_cl: -0.2788 (-0.2785) time: 0.7457 data: 0.0002 max mem: 29860 [05:12:40.254486] Epoch: [22] [1140/2904] eta: 0:22:24 lr: 0.001344 loss: 0.2216 (0.2347) loss_rec_all: 0.2472 (0.2599) loss_rec_sfr: 0.3719 (0.3700) loss_cl: -0.2786 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [05:12:55.181752] Epoch: [22] [1160/2904] eta: 0:22:08 lr: 0.001344 loss: 0.2272 (0.2347) loss_rec_all: 0.2528 (0.2600) loss_rec_sfr: 0.3253 (0.3700) loss_cl: -0.2790 (-0.2785) time: 0.7463 data: 0.0002 max mem: 29860 [05:13:10.103780] Epoch: [22] [1180/2904] eta: 0:21:52 lr: 0.001344 loss: 0.2225 (0.2347) loss_rec_all: 0.2475 (0.2599) loss_rec_sfr: 0.3679 (0.3700) loss_cl: -0.2776 (-0.2785) time: 0.7461 data: 0.0002 max mem: 29860 [05:13:25.022178] Epoch: [22] [1200/2904] eta: 0:21:37 lr: 0.001345 loss: 0.2208 (0.2345) loss_rec_all: 0.2467 (0.2598) loss_rec_sfr: 0.3188 (0.3695) loss_cl: -0.2784 (-0.2785) time: 0.7459 data: 0.0002 max mem: 29860 [05:13:39.941023] Epoch: [22] [1220/2904] eta: 0:21:21 lr: 0.001345 loss: 0.2261 (0.2345) loss_rec_all: 0.2519 (0.2598) loss_rec_sfr: 0.3590 (0.3696) loss_cl: -0.2798 (-0.2785) time: 0.7459 data: 0.0002 max mem: 29860 [05:13:54.865396] Epoch: [22] [1240/2904] eta: 0:21:06 lr: 0.001346 loss: 0.2189 (0.2345) loss_rec_all: 0.2447 (0.2598) loss_rec_sfr: 0.3746 (0.3697) loss_cl: -0.2787 (-0.2785) time: 0.7462 data: 0.0002 max mem: 29860 [05:14:09.791809] Epoch: [22] [1260/2904] eta: 0:20:50 lr: 0.001346 loss: 0.2185 (0.2343) loss_rec_all: 0.2442 (0.2596) loss_rec_sfr: 0.3245 (0.3693) loss_cl: -0.2790 (-0.2785) time: 0.7463 data: 0.0002 max mem: 29860 [05:14:24.714732] Epoch: [22] [1280/2904] eta: 0:20:34 lr: 0.001346 loss: 0.2205 (0.2343) loss_rec_all: 0.2463 (0.2596) loss_rec_sfr: 0.3685 (0.3694) loss_cl: -0.2778 (-0.2785) time: 0.7461 data: 0.0002 max mem: 29860 [05:14:39.639901] Epoch: [22] [1300/2904] eta: 0:20:19 lr: 0.001347 loss: 0.2259 (0.2343) loss_rec_all: 0.2510 (0.2596) loss_rec_sfr: 0.3270 (0.3693) loss_cl: -0.2787 (-0.2785) time: 0.7462 data: 0.0002 max mem: 29860 [05:14:54.564528] Epoch: [22] [1320/2904] eta: 0:20:03 lr: 0.001347 loss: 0.2207 (0.2344) loss_rec_all: 0.2462 (0.2597) loss_rec_sfr: 0.3594 (0.3697) loss_cl: -0.2781 (-0.2785) time: 0.7462 data: 0.0002 max mem: 29860 [05:15:09.485274] Epoch: [22] [1340/2904] eta: 0:19:48 lr: 0.001348 loss: 0.2310 (0.2346) loss_rec_all: 0.2566 (0.2598) loss_rec_sfr: 0.3285 (0.3700) loss_cl: -0.2794 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [05:15:24.405951] Epoch: [22] [1360/2904] eta: 0:19:32 lr: 0.001348 loss: 0.2257 (0.2346) loss_rec_all: 0.2507 (0.2599) loss_rec_sfr: 0.3620 (0.3703) loss_cl: -0.2787 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [05:15:39.324915] Epoch: [22] [1380/2904] eta: 0:19:17 lr: 0.001349 loss: 0.2220 (0.2346) loss_rec_all: 0.2473 (0.2598) loss_rec_sfr: 0.3255 (0.3703) loss_cl: -0.2781 (-0.2785) time: 0.7459 data: 0.0002 max mem: 29860 [05:15:54.240833] Epoch: [22] [1400/2904] eta: 0:19:01 lr: 0.001349 loss: 0.2268 (0.2347) loss_rec_all: 0.2525 (0.2599) loss_rec_sfr: 0.3279 (0.3703) loss_cl: -0.2791 (-0.2785) time: 0.7458 data: 0.0002 max mem: 29860 [05:16:09.156500] Epoch: [22] [1420/2904] eta: 0:18:46 lr: 0.001349 loss: 0.2222 (0.2346) loss_rec_all: 0.2477 (0.2599) loss_rec_sfr: 0.3232 (0.3701) loss_cl: -0.2782 (-0.2785) time: 0.7457 data: 0.0002 max mem: 29860 [05:16:24.073030] Epoch: [22] [1440/2904] eta: 0:18:30 lr: 0.001350 loss: 0.2214 (0.2345) loss_rec_all: 0.2469 (0.2598) loss_rec_sfr: 0.3203 (0.3697) loss_cl: -0.2787 (-0.2785) time: 0.7458 data: 0.0002 max mem: 29860 [05:16:38.998644] Epoch: [22] [1460/2904] eta: 0:18:15 lr: 0.001350 loss: 0.2174 (0.2345) loss_rec_all: 0.2433 (0.2597) loss_rec_sfr: 0.3298 (0.3696) loss_cl: -0.2784 (-0.2785) time: 0.7462 data: 0.0002 max mem: 29860 [05:16:53.923104] Epoch: [22] [1480/2904] eta: 0:18:00 lr: 0.001351 loss: 0.2215 (0.2345) loss_rec_all: 0.2472 (0.2597) loss_rec_sfr: 0.3222 (0.3697) loss_cl: -0.2786 (-0.2785) time: 0.7462 data: 0.0002 max mem: 29860 [05:17:08.857823] Epoch: [22] [1500/2904] eta: 0:17:44 lr: 0.001351 loss: 0.2247 (0.2346) loss_rec_all: 0.2500 (0.2599) loss_rec_sfr: 0.3676 (0.3701) loss_cl: -0.2792 (-0.2785) time: 0.7467 data: 0.0002 max mem: 29860 [05:17:23.788601] Epoch: [22] [1520/2904] eta: 0:17:29 lr: 0.001351 loss: 0.2234 (0.2347) loss_rec_all: 0.2485 (0.2600) loss_rec_sfr: 0.3256 (0.3703) loss_cl: -0.2788 (-0.2785) time: 0.7465 data: 0.0003 max mem: 29860 [05:17:38.721949] Epoch: [22] [1540/2904] eta: 0:17:13 lr: 0.001352 loss: 0.2293 (0.2349) loss_rec_all: 0.2547 (0.2601) loss_rec_sfr: 0.3836 (0.3709) loss_cl: -0.2791 (-0.2785) time: 0.7466 data: 0.0002 max mem: 29860 [05:17:53.654978] Epoch: [22] [1560/2904] eta: 0:16:58 lr: 0.001352 loss: 0.2231 (0.2348) loss_rec_all: 0.2489 (0.2601) loss_rec_sfr: 0.3565 (0.3708) loss_cl: -0.2783 (-0.2785) time: 0.7466 data: 0.0002 max mem: 29860 [05:18:08.580722] Epoch: [22] [1580/2904] eta: 0:16:43 lr: 0.001353 loss: 0.2229 (0.2348) loss_rec_all: 0.2478 (0.2601) loss_rec_sfr: 0.3247 (0.3708) loss_cl: -0.2770 (-0.2785) time: 0.7462 data: 0.0002 max mem: 29860 [05:18:23.506231] Epoch: [22] [1600/2904] eta: 0:16:27 lr: 0.001353 loss: 0.2218 (0.2348) loss_rec_all: 0.2474 (0.2600) loss_rec_sfr: 0.3193 (0.3705) loss_cl: -0.2781 (-0.2785) time: 0.7462 data: 0.0002 max mem: 29860 [05:18:38.435172] Epoch: [22] [1620/2904] eta: 0:16:12 lr: 0.001353 loss: 0.2233 (0.2346) loss_rec_all: 0.2490 (0.2599) loss_rec_sfr: 0.3218 (0.3702) loss_cl: -0.2797 (-0.2785) time: 0.7464 data: 0.0002 max mem: 29860 [05:18:53.365125] Epoch: [22] [1640/2904] eta: 0:15:57 lr: 0.001354 loss: 0.2231 (0.2346) loss_rec_all: 0.2482 (0.2599) loss_rec_sfr: 0.3339 (0.3702) loss_cl: -0.2792 (-0.2785) time: 0.7465 data: 0.0002 max mem: 29860 [05:19:08.294347] Epoch: [22] [1660/2904] eta: 0:15:41 lr: 0.001354 loss: 0.2220 (0.2346) loss_rec_all: 0.2475 (0.2598) loss_rec_sfr: 0.3208 (0.3700) loss_cl: -0.2793 (-0.2785) time: 0.7464 data: 0.0002 max mem: 29860 [05:19:23.221105] Epoch: [22] [1680/2904] eta: 0:15:26 lr: 0.001355 loss: 0.2212 (0.2345) loss_rec_all: 0.2464 (0.2598) loss_rec_sfr: 0.3231 (0.3697) loss_cl: -0.2778 (-0.2785) time: 0.7463 data: 0.0002 max mem: 29860 [05:19:38.153776] Epoch: [22] [1700/2904] eta: 0:15:11 lr: 0.001355 loss: 0.2227 (0.2345) loss_rec_all: 0.2484 (0.2598) loss_rec_sfr: 0.3508 (0.3697) loss_cl: -0.2785 (-0.2785) time: 0.7466 data: 0.0002 max mem: 29860 [05:19:53.082197] Epoch: [22] [1720/2904] eta: 0:14:56 lr: 0.001356 loss: 0.2281 (0.2347) loss_rec_all: 0.2538 (0.2599) loss_rec_sfr: 0.3271 (0.3700) loss_cl: -0.2784 (-0.2785) time: 0.7464 data: 0.0002 max mem: 29860 [05:20:08.008768] Epoch: [22] [1740/2904] eta: 0:14:40 lr: 0.001356 loss: 0.2200 (0.2346) loss_rec_all: 0.2453 (0.2599) loss_rec_sfr: 0.3266 (0.3698) loss_cl: -0.2789 (-0.2785) time: 0.7463 data: 0.0002 max mem: 29860 [05:20:22.937916] Epoch: [22] [1760/2904] eta: 0:14:25 lr: 0.001356 loss: 0.2234 (0.2346) loss_rec_all: 0.2484 (0.2599) loss_rec_sfr: 0.3491 (0.3698) loss_cl: -0.2793 (-0.2785) time: 0.7464 data: 0.0002 max mem: 29860 [05:20:37.864266] Epoch: [22] [1780/2904] eta: 0:14:10 lr: 0.001357 loss: 0.2206 (0.2346) loss_rec_all: 0.2464 (0.2598) loss_rec_sfr: 0.3291 (0.3698) loss_cl: -0.2781 (-0.2785) time: 0.7463 data: 0.0002 max mem: 29860 [05:20:52.784983] Epoch: [22] [1800/2904] eta: 0:13:54 lr: 0.001357 loss: 0.2185 (0.2344) loss_rec_all: 0.2441 (0.2597) loss_rec_sfr: 0.3160 (0.3695) loss_cl: -0.2775 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [05:21:07.712634] Epoch: [22] [1820/2904] eta: 0:13:39 lr: 0.001358 loss: 0.2217 (0.2344) loss_rec_all: 0.2475 (0.2597) loss_rec_sfr: 0.3580 (0.3694) loss_cl: -0.2786 (-0.2785) time: 0.7463 data: 0.0002 max mem: 29860 [05:21:22.639207] Epoch: [22] [1840/2904] eta: 0:13:24 lr: 0.001358 loss: 0.2187 (0.2344) loss_rec_all: 0.2442 (0.2596) loss_rec_sfr: 0.3605 (0.3696) loss_cl: -0.2786 (-0.2785) time: 0.7463 data: 0.0002 max mem: 29860 [05:21:37.569461] Epoch: [22] [1860/2904] eta: 0:13:09 lr: 0.001358 loss: 0.2284 (0.2345) loss_rec_all: 0.2541 (0.2597) loss_rec_sfr: 0.3331 (0.3698) loss_cl: -0.2790 (-0.2785) time: 0.7465 data: 0.0002 max mem: 29860 [05:21:52.500293] Epoch: [22] [1880/2904] eta: 0:12:54 lr: 0.001359 loss: 0.2235 (0.2345) loss_rec_all: 0.2487 (0.2597) loss_rec_sfr: 0.3561 (0.3698) loss_cl: -0.2784 (-0.2785) time: 0.7465 data: 0.0002 max mem: 29860 [05:22:07.430288] Epoch: [22] [1900/2904] eta: 0:12:38 lr: 0.001359 loss: 0.2265 (0.2344) loss_rec_all: 0.2517 (0.2597) loss_rec_sfr: 0.3572 (0.3697) loss_cl: -0.2783 (-0.2785) time: 0.7465 data: 0.0002 max mem: 29860 [05:22:22.358817] Epoch: [22] [1920/2904] eta: 0:12:23 lr: 0.001360 loss: 0.2208 (0.2344) loss_rec_all: 0.2467 (0.2597) loss_rec_sfr: 0.3263 (0.3696) loss_cl: -0.2791 (-0.2785) time: 0.7464 data: 0.0002 max mem: 29860 [05:22:37.282082] Epoch: [22] [1940/2904] eta: 0:12:08 lr: 0.001360 loss: 0.2272 (0.2346) loss_rec_all: 0.2528 (0.2598) loss_rec_sfr: 0.3836 (0.3701) loss_cl: -0.2780 (-0.2785) time: 0.7461 data: 0.0002 max mem: 29860 [05:22:52.200767] Epoch: [22] [1960/2904] eta: 0:11:53 lr: 0.001360 loss: 0.2232 (0.2345) loss_rec_all: 0.2482 (0.2598) loss_rec_sfr: 0.3682 (0.3702) loss_cl: -0.2785 (-0.2785) time: 0.7459 data: 0.0002 max mem: 29860 [05:23:07.126675] Epoch: [22] [1980/2904] eta: 0:11:37 lr: 0.001361 loss: 0.2222 (0.2345) loss_rec_all: 0.2474 (0.2598) loss_rec_sfr: 0.3727 (0.3702) loss_cl: -0.2788 (-0.2785) time: 0.7463 data: 0.0002 max mem: 29860 [05:23:22.054071] Epoch: [22] [2000/2904] eta: 0:11:22 lr: 0.001361 loss: 0.2205 (0.2345) loss_rec_all: 0.2461 (0.2597) loss_rec_sfr: 0.3236 (0.3700) loss_cl: -0.2785 (-0.2785) time: 0.7463 data: 0.0002 max mem: 29860 [05:23:36.986362] Epoch: [22] [2020/2904] eta: 0:11:07 lr: 0.001362 loss: 0.2226 (0.2344) loss_rec_all: 0.2479 (0.2597) loss_rec_sfr: 0.3163 (0.3697) loss_cl: -0.2788 (-0.2785) time: 0.7466 data: 0.0002 max mem: 29860 [05:23:51.919271] Epoch: [22] [2040/2904] eta: 0:10:52 lr: 0.001362 loss: 0.2227 (0.2344) loss_rec_all: 0.2483 (0.2596) loss_rec_sfr: 0.3149 (0.3695) loss_cl: -0.2791 (-0.2785) time: 0.7466 data: 0.0002 max mem: 29860 [05:24:06.844845] Epoch: [22] [2060/2904] eta: 0:10:37 lr: 0.001363 loss: 0.2211 (0.2344) loss_rec_all: 0.2463 (0.2597) loss_rec_sfr: 0.3576 (0.3696) loss_cl: -0.2787 (-0.2785) time: 0.7462 data: 0.0002 max mem: 29860 [05:24:21.775017] Epoch: [22] [2080/2904] eta: 0:10:22 lr: 0.001363 loss: 0.2274 (0.2344) loss_rec_all: 0.2528 (0.2597) loss_rec_sfr: 0.3275 (0.3696) loss_cl: -0.2779 (-0.2785) time: 0.7465 data: 0.0002 max mem: 29860 [05:24:36.702194] Epoch: [22] [2100/2904] eta: 0:10:06 lr: 0.001363 loss: 0.2224 (0.2344) loss_rec_all: 0.2480 (0.2596) loss_rec_sfr: 0.3315 (0.3695) loss_cl: -0.2782 (-0.2785) time: 0.7463 data: 0.0002 max mem: 29860 [05:24:51.626753] Epoch: [22] [2120/2904] eta: 0:09:51 lr: 0.001364 loss: 0.2219 (0.2343) loss_rec_all: 0.2476 (0.2596) loss_rec_sfr: 0.3660 (0.3694) loss_cl: -0.2785 (-0.2785) time: 0.7462 data: 0.0002 max mem: 29860 [05:25:06.557395] Epoch: [22] [2140/2904] eta: 0:09:36 lr: 0.001364 loss: 0.2315 (0.2344) loss_rec_all: 0.2565 (0.2596) loss_rec_sfr: 0.3643 (0.3695) loss_cl: -0.2790 (-0.2785) time: 0.7465 data: 0.0002 max mem: 29860 [05:25:21.489058] Epoch: [22] [2160/2904] eta: 0:09:21 lr: 0.001365 loss: 0.2227 (0.2344) loss_rec_all: 0.2479 (0.2597) loss_rec_sfr: 0.3801 (0.3698) loss_cl: -0.2787 (-0.2785) time: 0.7465 data: 0.0002 max mem: 29860 [05:25:36.421122] Epoch: [22] [2180/2904] eta: 0:09:06 lr: 0.001365 loss: 0.2208 (0.2344) loss_rec_all: 0.2463 (0.2596) loss_rec_sfr: 0.3294 (0.3698) loss_cl: -0.2785 (-0.2785) time: 0.7466 data: 0.0002 max mem: 29860 [05:25:51.352893] Epoch: [22] [2200/2904] eta: 0:08:51 lr: 0.001365 loss: 0.2262 (0.2344) loss_rec_all: 0.2520 (0.2597) loss_rec_sfr: 0.3249 (0.3699) loss_cl: -0.2780 (-0.2785) time: 0.7465 data: 0.0002 max mem: 29860 [05:26:06.284447] Epoch: [22] [2220/2904] eta: 0:08:36 lr: 0.001366 loss: 0.2225 (0.2344) loss_rec_all: 0.2482 (0.2597) loss_rec_sfr: 0.3228 (0.3698) loss_cl: -0.2784 (-0.2785) time: 0.7465 data: 0.0002 max mem: 29860 [05:26:21.220807] Epoch: [22] [2240/2904] eta: 0:08:20 lr: 0.001366 loss: 0.2206 (0.2344) loss_rec_all: 0.2458 (0.2597) loss_rec_sfr: 0.3228 (0.3699) loss_cl: -0.2783 (-0.2785) time: 0.7468 data: 0.0002 max mem: 29860 [05:26:36.153753] Epoch: [22] [2260/2904] eta: 0:08:05 lr: 0.001367 loss: 0.2231 (0.2344) loss_rec_all: 0.2489 (0.2597) loss_rec_sfr: 0.3287 (0.3698) loss_cl: -0.2800 (-0.2785) time: 0.7466 data: 0.0002 max mem: 29860 [05:26:51.081097] Epoch: [22] [2280/2904] eta: 0:07:50 lr: 0.001367 loss: 0.2244 (0.2344) loss_rec_all: 0.2499 (0.2597) loss_rec_sfr: 0.3708 (0.3700) loss_cl: -0.2784 (-0.2785) time: 0.7463 data: 0.0002 max mem: 29860 [05:27:06.004470] Epoch: [22] [2300/2904] eta: 0:07:35 lr: 0.001368 loss: 0.2243 (0.2344) loss_rec_all: 0.2496 (0.2597) loss_rec_sfr: 0.3581 (0.3700) loss_cl: -0.2784 (-0.2785) time: 0.7461 data: 0.0002 max mem: 29860 [05:27:20.926687] Epoch: [22] [2320/2904] eta: 0:07:20 lr: 0.001368 loss: 0.2222 (0.2344) loss_rec_all: 0.2474 (0.2597) loss_rec_sfr: 0.3279 (0.3699) loss_cl: -0.2786 (-0.2785) time: 0.7461 data: 0.0002 max mem: 29860 [05:27:35.844410] Epoch: [22] [2340/2904] eta: 0:07:05 lr: 0.001368 loss: 0.2218 (0.2344) loss_rec_all: 0.2471 (0.2596) loss_rec_sfr: 0.3284 (0.3698) loss_cl: -0.2784 (-0.2785) time: 0.7458 data: 0.0002 max mem: 29860 [05:27:50.763475] Epoch: [22] [2360/2904] eta: 0:06:50 lr: 0.001369 loss: 0.2253 (0.2344) loss_rec_all: 0.2507 (0.2596) loss_rec_sfr: 0.3259 (0.3698) loss_cl: -0.2788 (-0.2785) time: 0.7459 data: 0.0002 max mem: 29860 [05:28:05.677801] Epoch: [22] [2380/2904] eta: 0:06:35 lr: 0.001369 loss: 0.2242 (0.2343) loss_rec_all: 0.2498 (0.2596) loss_rec_sfr: 0.3669 (0.3698) loss_cl: -0.2795 (-0.2785) time: 0.7457 data: 0.0002 max mem: 29860 [05:28:20.596549] Epoch: [22] [2400/2904] eta: 0:06:19 lr: 0.001370 loss: 0.2197 (0.2343) loss_rec_all: 0.2452 (0.2595) loss_rec_sfr: 0.3628 (0.3697) loss_cl: -0.2790 (-0.2785) time: 0.7459 data: 0.0002 max mem: 29860 [05:28:35.515342] Epoch: [22] [2420/2904] eta: 0:06:04 lr: 0.001370 loss: 0.2195 (0.2342) loss_rec_all: 0.2453 (0.2595) loss_rec_sfr: 0.3232 (0.3696) loss_cl: -0.2789 (-0.2785) time: 0.7459 data: 0.0002 max mem: 29860 [05:28:50.433038] Epoch: [22] [2440/2904] eta: 0:05:49 lr: 0.001370 loss: 0.2174 (0.2341) loss_rec_all: 0.2431 (0.2594) loss_rec_sfr: 0.3209 (0.3694) loss_cl: -0.2780 (-0.2785) time: 0.7458 data: 0.0002 max mem: 29860 [05:29:05.347857] Epoch: [22] [2460/2904] eta: 0:05:34 lr: 0.001371 loss: 0.2216 (0.2341) loss_rec_all: 0.2471 (0.2594) loss_rec_sfr: 0.3291 (0.3693) loss_cl: -0.2783 (-0.2785) time: 0.7457 data: 0.0002 max mem: 29860 [05:29:20.264166] Epoch: [22] [2480/2904] eta: 0:05:19 lr: 0.001371 loss: 0.2223 (0.2341) loss_rec_all: 0.2478 (0.2594) loss_rec_sfr: 0.3304 (0.3693) loss_cl: -0.2793 (-0.2785) time: 0.7458 data: 0.0002 max mem: 29860 [05:29:35.182381] Epoch: [22] [2500/2904] eta: 0:05:04 lr: 0.001372 loss: 0.2187 (0.2340) loss_rec_all: 0.2440 (0.2593) loss_rec_sfr: 0.3213 (0.3690) loss_cl: -0.2791 (-0.2785) time: 0.7459 data: 0.0002 max mem: 29860 [05:29:50.128261] Epoch: [22] [2520/2904] eta: 0:04:49 lr: 0.001372 loss: 0.2194 (0.2340) loss_rec_all: 0.2449 (0.2593) loss_rec_sfr: 0.3251 (0.3690) loss_cl: -0.2789 (-0.2785) time: 0.7473 data: 0.0002 max mem: 29860 [05:30:05.055984] Epoch: [22] [2540/2904] eta: 0:04:34 lr: 0.001372 loss: 0.2264 (0.2341) loss_rec_all: 0.2515 (0.2594) loss_rec_sfr: 0.3728 (0.3692) loss_cl: -0.2780 (-0.2785) time: 0.7463 data: 0.0002 max mem: 29860 [05:30:19.980850] Epoch: [22] [2560/2904] eta: 0:04:19 lr: 0.001373 loss: 0.2243 (0.2341) loss_rec_all: 0.2493 (0.2593) loss_rec_sfr: 0.3491 (0.3692) loss_cl: -0.2782 (-0.2785) time: 0.7462 data: 0.0002 max mem: 29860 [05:30:34.892847] Epoch: [22] [2580/2904] eta: 0:04:04 lr: 0.001373 loss: 0.2220 (0.2340) loss_rec_all: 0.2473 (0.2593) loss_rec_sfr: 0.3417 (0.3690) loss_cl: -0.2784 (-0.2785) time: 0.7456 data: 0.0002 max mem: 29860 [05:30:49.809387] Epoch: [22] [2600/2904] eta: 0:03:48 lr: 0.001374 loss: 0.2221 (0.2340) loss_rec_all: 0.2474 (0.2593) loss_rec_sfr: 0.3128 (0.3689) loss_cl: -0.2787 (-0.2785) time: 0.7458 data: 0.0002 max mem: 29860 [05:31:04.729196] Epoch: [22] [2620/2904] eta: 0:03:33 lr: 0.001374 loss: 0.2257 (0.2340) loss_rec_all: 0.2515 (0.2593) loss_rec_sfr: 0.3707 (0.3691) loss_cl: -0.2791 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [05:31:19.646969] Epoch: [22] [2640/2904] eta: 0:03:18 lr: 0.001375 loss: 0.2205 (0.2340) loss_rec_all: 0.2458 (0.2593) loss_rec_sfr: 0.3358 (0.3690) loss_cl: -0.2795 (-0.2785) time: 0.7458 data: 0.0002 max mem: 29860 [05:31:34.567059] Epoch: [22] [2660/2904] eta: 0:03:03 lr: 0.001375 loss: 0.2253 (0.2340) loss_rec_all: 0.2502 (0.2593) loss_rec_sfr: 0.3579 (0.3690) loss_cl: -0.2789 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [05:31:49.487173] Epoch: [22] [2680/2904] eta: 0:02:48 lr: 0.001375 loss: 0.2220 (0.2340) loss_rec_all: 0.2473 (0.2592) loss_rec_sfr: 0.3334 (0.3690) loss_cl: -0.2781 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [05:32:04.411426] Epoch: [22] [2700/2904] eta: 0:02:33 lr: 0.001376 loss: 0.2208 (0.2340) loss_rec_all: 0.2462 (0.2592) loss_rec_sfr: 0.3200 (0.3690) loss_cl: -0.2781 (-0.2785) time: 0.7462 data: 0.0002 max mem: 29860 [05:32:19.334083] Epoch: [22] [2720/2904] eta: 0:02:18 lr: 0.001376 loss: 0.2261 (0.2340) loss_rec_all: 0.2511 (0.2593) loss_rec_sfr: 0.3773 (0.3692) loss_cl: -0.2791 (-0.2785) time: 0.7461 data: 0.0002 max mem: 29860 [05:32:34.256901] Epoch: [22] [2740/2904] eta: 0:02:03 lr: 0.001377 loss: 0.2224 (0.2341) loss_rec_all: 0.2482 (0.2593) loss_rec_sfr: 0.3213 (0.3692) loss_cl: -0.2784 (-0.2785) time: 0.7461 data: 0.0002 max mem: 29860 [05:32:49.183258] Epoch: [22] [2760/2904] eta: 0:01:48 lr: 0.001377 loss: 0.2184 (0.2340) loss_rec_all: 0.2439 (0.2593) loss_rec_sfr: 0.3149 (0.3689) loss_cl: -0.2787 (-0.2785) time: 0.7463 data: 0.0002 max mem: 29860 [05:33:04.108873] Epoch: [22] [2780/2904] eta: 0:01:33 lr: 0.001377 loss: 0.2210 (0.2340) loss_rec_all: 0.2466 (0.2592) loss_rec_sfr: 0.3679 (0.3689) loss_cl: -0.2785 (-0.2785) time: 0.7462 data: 0.0002 max mem: 29860 [05:33:19.030563] Epoch: [22] [2800/2904] eta: 0:01:18 lr: 0.001378 loss: 0.2195 (0.2340) loss_rec_all: 0.2451 (0.2592) loss_rec_sfr: 0.3725 (0.3691) loss_cl: -0.2788 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [05:33:33.953746] Epoch: [22] [2820/2904] eta: 0:01:03 lr: 0.001378 loss: 0.2203 (0.2340) loss_rec_all: 0.2456 (0.2592) loss_rec_sfr: 0.3701 (0.3692) loss_cl: -0.2789 (-0.2785) time: 0.7461 data: 0.0002 max mem: 29860 [05:33:48.907175] Epoch: [22] [2840/2904] eta: 0:00:48 lr: 0.001379 loss: 0.2216 (0.2339) loss_rec_all: 0.2466 (0.2592) loss_rec_sfr: 0.3675 (0.3692) loss_cl: -0.2780 (-0.2785) time: 0.7476 data: 0.0023 max mem: 29860 [05:34:03.815557] Epoch: [22] [2860/2904] eta: 0:00:33 lr: 0.001379 loss: 0.2219 (0.2340) loss_rec_all: 0.2469 (0.2592) loss_rec_sfr: 0.3570 (0.3692) loss_cl: -0.2785 (-0.2785) time: 0.7454 data: 0.0001 max mem: 29860 [05:34:18.706506] Epoch: [22] [2880/2904] eta: 0:00:18 lr: 0.001380 loss: 0.2225 (0.2340) loss_rec_all: 0.2479 (0.2592) loss_rec_sfr: 0.3371 (0.3692) loss_cl: -0.2787 (-0.2785) time: 0.7445 data: 0.0001 max mem: 29860 [05:34:33.615340] Epoch: [22] [2900/2904] eta: 0:00:03 lr: 0.001380 loss: 0.2273 (0.2339) loss_rec_all: 0.2529 (0.2592) loss_rec_sfr: 0.3282 (0.3691) loss_cl: -0.2789 (-0.2785) time: 0.7454 data: 0.0001 max mem: 29860 [05:34:35.861225] Epoch: [22] [2903/2904] eta: 0:00:00 lr: 0.001380 loss: 0.2260 (0.2340) loss_rec_all: 0.2514 (0.2592) loss_rec_sfr: 0.3282 (0.3691) loss_cl: -0.2790 (-0.2785) time: 0.7456 data: 0.0001 max mem: 29860 [05:34:37.887691] Epoch: [22] Total time: 0:36:27 (0.7532 s / it) [05:34:37.893910] Averaged stats: lr: 0.001380 loss: 0.2260 (0.2364) loss_rec_all: 0.2514 (0.2593) loss_rec_sfr: 0.3282 (0.3697) loss_cl: -0.2790 (-0.2552) [05:34:37.898734] log_dir: ./checkpoint/VF2_ViT-B [05:34:54.840621] Epoch: [23] [ 0/2904] eta: 13:39:57 lr: 0.001380 loss: 0.2178 (0.2178) loss_rec_all: 0.2431 (0.2431) loss_rec_sfr: 0.3598 (0.3598) loss_cl: -0.2788 (-0.2788) time: 16.9412 data: 15.8220 max mem: 29860 [05:35:09.730551] Epoch: [23] [ 20/2904] eta: 1:12:51 lr: 0.001380 loss: 0.2315 (0.2450) loss_rec_all: 0.2572 (0.2700) loss_rec_sfr: 0.3740 (0.3972) loss_cl: -0.2784 (-0.2785) time: 0.7445 data: 0.0002 max mem: 29860 [05:35:24.615197] Epoch: [23] [ 40/2904] eta: 0:54:23 lr: 0.001381 loss: 0.2190 (0.2351) loss_rec_all: 0.2444 (0.2603) loss_rec_sfr: 0.3404 (0.3749) loss_cl: -0.2792 (-0.2787) time: 0.7442 data: 0.0002 max mem: 29860 [05:35:39.501827] Epoch: [23] [ 60/2904] eta: 0:47:51 lr: 0.001381 loss: 0.2239 (0.2360) loss_rec_all: 0.2488 (0.2612) loss_rec_sfr: 0.3729 (0.3791) loss_cl: -0.2780 (-0.2785) time: 0.7443 data: 0.0002 max mem: 29860 [05:35:54.427665] Epoch: [23] [ 80/2904] eta: 0:44:27 lr: 0.001382 loss: 0.2226 (0.2340) loss_rec_all: 0.2479 (0.2592) loss_rec_sfr: 0.3242 (0.3732) loss_cl: -0.2777 (-0.2783) time: 0.7463 data: 0.0001 max mem: 29860 [05:36:09.336652] Epoch: [23] [ 100/2904] eta: 0:42:18 lr: 0.001382 loss: 0.2198 (0.2341) loss_rec_all: 0.2451 (0.2593) loss_rec_sfr: 0.3526 (0.3729) loss_cl: -0.2785 (-0.2783) time: 0.7454 data: 0.0002 max mem: 29860 [05:36:24.256172] Epoch: [23] [ 120/2904] eta: 0:40:46 lr: 0.001382 loss: 0.2258 (0.2343) loss_rec_all: 0.2510 (0.2595) loss_rec_sfr: 0.3220 (0.3726) loss_cl: -0.2794 (-0.2784) time: 0.7459 data: 0.0002 max mem: 29860 [05:36:39.178566] Epoch: [23] [ 140/2904] eta: 0:39:37 lr: 0.001383 loss: 0.2211 (0.2336) loss_rec_all: 0.2463 (0.2588) loss_rec_sfr: 0.3609 (0.3718) loss_cl: -0.2790 (-0.2785) time: 0.7461 data: 0.0002 max mem: 29860 [05:36:54.126508] Epoch: [23] [ 160/2904] eta: 0:38:41 lr: 0.001383 loss: 0.2219 (0.2328) loss_rec_all: 0.2473 (0.2581) loss_rec_sfr: 0.3174 (0.3674) loss_cl: -0.2787 (-0.2786) time: 0.7474 data: 0.0002 max mem: 29860 [05:37:09.049268] Epoch: [23] [ 180/2904] eta: 0:37:54 lr: 0.001384 loss: 0.2201 (0.2329) loss_rec_all: 0.2456 (0.2581) loss_rec_sfr: 0.3275 (0.3672) loss_cl: -0.2785 (-0.2785) time: 0.7461 data: 0.0002 max mem: 29860 [05:37:23.967705] Epoch: [23] [ 200/2904] eta: 0:37:13 lr: 0.001384 loss: 0.2194 (0.2322) loss_rec_all: 0.2449 (0.2575) loss_rec_sfr: 0.3195 (0.3649) loss_cl: -0.2778 (-0.2785) time: 0.7459 data: 0.0002 max mem: 29860 [05:37:38.890356] Epoch: [23] [ 220/2904] eta: 0:36:37 lr: 0.001385 loss: 0.2212 (0.2317) loss_rec_all: 0.2463 (0.2570) loss_rec_sfr: 0.3365 (0.3643) loss_cl: -0.2779 (-0.2785) time: 0.7461 data: 0.0002 max mem: 29860 [05:37:53.812204] Epoch: [23] [ 240/2904] eta: 0:36:05 lr: 0.001385 loss: 0.2239 (0.2321) loss_rec_all: 0.2496 (0.2574) loss_rec_sfr: 0.3716 (0.3659) loss_cl: -0.2794 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [05:38:08.735849] Epoch: [23] [ 260/2904] eta: 0:35:35 lr: 0.001385 loss: 0.2188 (0.2314) loss_rec_all: 0.2446 (0.2567) loss_rec_sfr: 0.3611 (0.3653) loss_cl: -0.2791 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [05:38:23.656399] Epoch: [23] [ 280/2904] eta: 0:35:08 lr: 0.001386 loss: 0.2232 (0.2319) loss_rec_all: 0.2485 (0.2571) loss_rec_sfr: 0.3584 (0.3666) loss_cl: -0.2783 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [05:38:38.579145] Epoch: [23] [ 300/2904] eta: 0:34:42 lr: 0.001386 loss: 0.2257 (0.2328) loss_rec_all: 0.2514 (0.2580) loss_rec_sfr: 0.3544 (0.3688) loss_cl: -0.2784 (-0.2785) time: 0.7461 data: 0.0002 max mem: 29860 [05:38:53.502516] Epoch: [23] [ 320/2904] eta: 0:34:17 lr: 0.001387 loss: 0.2214 (0.2326) loss_rec_all: 0.2465 (0.2579) loss_rec_sfr: 0.3342 (0.3684) loss_cl: -0.2793 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [05:39:08.426134] Epoch: [23] [ 340/2904] eta: 0:33:54 lr: 0.001387 loss: 0.2205 (0.2327) loss_rec_all: 0.2461 (0.2580) loss_rec_sfr: 0.3343 (0.3683) loss_cl: -0.2785 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [05:39:23.353174] Epoch: [23] [ 360/2904] eta: 0:33:31 lr: 0.001387 loss: 0.2236 (0.2331) loss_rec_all: 0.2492 (0.2583) loss_rec_sfr: 0.3586 (0.3696) loss_cl: -0.2785 (-0.2785) time: 0.7463 data: 0.0002 max mem: 29860 [05:39:38.276835] Epoch: [23] [ 380/2904] eta: 0:33:09 lr: 0.001388 loss: 0.2247 (0.2332) loss_rec_all: 0.2504 (0.2584) loss_rec_sfr: 0.3154 (0.3691) loss_cl: -0.2783 (-0.2785) time: 0.7461 data: 0.0002 max mem: 29860 [05:39:53.196127] Epoch: [23] [ 400/2904] eta: 0:32:48 lr: 0.001388 loss: 0.2253 (0.2330) loss_rec_all: 0.2504 (0.2583) loss_rec_sfr: 0.3334 (0.3684) loss_cl: -0.2791 (-0.2785) time: 0.7459 data: 0.0002 max mem: 29860 [05:40:08.118430] Epoch: [23] [ 420/2904] eta: 0:32:28 lr: 0.001389 loss: 0.2188 (0.2324) loss_rec_all: 0.2443 (0.2577) loss_rec_sfr: 0.3130 (0.3667) loss_cl: -0.2790 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [05:40:23.036866] Epoch: [23] [ 440/2904] eta: 0:32:08 lr: 0.001389 loss: 0.2256 (0.2329) loss_rec_all: 0.2507 (0.2581) loss_rec_sfr: 0.3755 (0.3684) loss_cl: -0.2784 (-0.2785) time: 0.7459 data: 0.0002 max mem: 29860 [05:40:37.952428] Epoch: [23] [ 460/2904] eta: 0:31:48 lr: 0.001390 loss: 0.2194 (0.2324) loss_rec_all: 0.2452 (0.2577) loss_rec_sfr: 0.3478 (0.3676) loss_cl: -0.2785 (-0.2785) time: 0.7457 data: 0.0002 max mem: 29860 [05:40:52.879016] Epoch: [23] [ 480/2904] eta: 0:31:29 lr: 0.001390 loss: 0.2249 (0.2328) loss_rec_all: 0.2500 (0.2581) loss_rec_sfr: 0.3590 (0.3687) loss_cl: -0.2787 (-0.2785) time: 0.7463 data: 0.0002 max mem: 29860 [05:41:07.795545] Epoch: [23] [ 500/2904] eta: 0:31:10 lr: 0.001390 loss: 0.2198 (0.2327) loss_rec_all: 0.2454 (0.2579) loss_rec_sfr: 0.3519 (0.3686) loss_cl: -0.2789 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [05:41:22.714981] Epoch: [23] [ 520/2904] eta: 0:30:52 lr: 0.001391 loss: 0.2204 (0.2327) loss_rec_all: 0.2460 (0.2580) loss_rec_sfr: 0.3376 (0.3686) loss_cl: -0.2779 (-0.2785) time: 0.7459 data: 0.0002 max mem: 29860 [05:41:37.638162] Epoch: [23] [ 540/2904] eta: 0:30:34 lr: 0.001391 loss: 0.2332 (0.2331) loss_rec_all: 0.2589 (0.2583) loss_rec_sfr: 0.3215 (0.3687) loss_cl: -0.2789 (-0.2785) time: 0.7461 data: 0.0002 max mem: 29860 [05:41:52.562234] Epoch: [23] [ 560/2904] eta: 0:30:16 lr: 0.001392 loss: 0.2228 (0.2333) loss_rec_all: 0.2481 (0.2586) loss_rec_sfr: 0.3608 (0.3696) loss_cl: -0.2782 (-0.2785) time: 0.7462 data: 0.0002 max mem: 29860 [05:42:07.486862] Epoch: [23] [ 580/2904] eta: 0:29:58 lr: 0.001392 loss: 0.2195 (0.2330) loss_rec_all: 0.2450 (0.2583) loss_rec_sfr: 0.3251 (0.3687) loss_cl: -0.2791 (-0.2785) time: 0.7462 data: 0.0002 max mem: 29860 [05:42:22.410374] Epoch: [23] [ 600/2904] eta: 0:29:40 lr: 0.001392 loss: 0.2210 (0.2330) loss_rec_all: 0.2465 (0.2582) loss_rec_sfr: 0.3183 (0.3684) loss_cl: -0.2789 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [05:42:37.334478] Epoch: [23] [ 620/2904] eta: 0:29:23 lr: 0.001393 loss: 0.2297 (0.2330) loss_rec_all: 0.2545 (0.2583) loss_rec_sfr: 0.3260 (0.3679) loss_cl: -0.2784 (-0.2785) time: 0.7462 data: 0.0002 max mem: 29860 [05:42:52.258286] Epoch: [23] [ 640/2904] eta: 0:29:05 lr: 0.001393 loss: 0.2202 (0.2330) loss_rec_all: 0.2453 (0.2583) loss_rec_sfr: 0.3555 (0.3681) loss_cl: -0.2793 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [05:43:07.182923] Epoch: [23] [ 660/2904] eta: 0:28:48 lr: 0.001394 loss: 0.2220 (0.2329) loss_rec_all: 0.2473 (0.2582) loss_rec_sfr: 0.3318 (0.3677) loss_cl: -0.2796 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [05:43:22.111057] Epoch: [23] [ 680/2904] eta: 0:28:31 lr: 0.001394 loss: 0.2251 (0.2330) loss_rec_all: 0.2504 (0.2582) loss_rec_sfr: 0.3254 (0.3678) loss_cl: -0.2782 (-0.2786) time: 0.7464 data: 0.0002 max mem: 29860 [05:43:37.042992] Epoch: [23] [ 700/2904] eta: 0:28:15 lr: 0.001394 loss: 0.2219 (0.2329) loss_rec_all: 0.2476 (0.2582) loss_rec_sfr: 0.3114 (0.3671) loss_cl: -0.2790 (-0.2786) time: 0.7465 data: 0.0002 max mem: 29860 [05:43:51.972153] Epoch: [23] [ 720/2904] eta: 0:27:58 lr: 0.001395 loss: 0.2206 (0.2329) loss_rec_all: 0.2464 (0.2582) loss_rec_sfr: 0.3295 (0.3671) loss_cl: -0.2794 (-0.2786) time: 0.7464 data: 0.0002 max mem: 29860 [05:44:06.900793] Epoch: [23] [ 740/2904] eta: 0:27:41 lr: 0.001395 loss: 0.2194 (0.2328) loss_rec_all: 0.2448 (0.2581) loss_rec_sfr: 0.3560 (0.3670) loss_cl: -0.2791 (-0.2786) time: 0.7464 data: 0.0002 max mem: 29860 [05:44:21.819022] Epoch: [23] [ 760/2904] eta: 0:27:25 lr: 0.001396 loss: 0.2212 (0.2329) loss_rec_all: 0.2464 (0.2582) loss_rec_sfr: 0.3630 (0.3675) loss_cl: -0.2772 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [05:44:36.743608] Epoch: [23] [ 780/2904] eta: 0:27:08 lr: 0.001396 loss: 0.2185 (0.2329) loss_rec_all: 0.2441 (0.2582) loss_rec_sfr: 0.3245 (0.3674) loss_cl: -0.2788 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [05:44:51.666647] Epoch: [23] [ 800/2904] eta: 0:26:52 lr: 0.001397 loss: 0.2186 (0.2327) loss_rec_all: 0.2444 (0.2580) loss_rec_sfr: 0.3117 (0.3668) loss_cl: -0.2789 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [05:45:06.584420] Epoch: [23] [ 820/2904] eta: 0:26:35 lr: 0.001397 loss: 0.2196 (0.2327) loss_rec_all: 0.2448 (0.2580) loss_rec_sfr: 0.3670 (0.3670) loss_cl: -0.2785 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [05:45:21.508684] Epoch: [23] [ 840/2904] eta: 0:26:19 lr: 0.001397 loss: 0.2203 (0.2326) loss_rec_all: 0.2462 (0.2579) loss_rec_sfr: 0.3516 (0.3668) loss_cl: -0.2790 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [05:45:36.431538] Epoch: [23] [ 860/2904] eta: 0:26:03 lr: 0.001398 loss: 0.2211 (0.2325) loss_rec_all: 0.2462 (0.2578) loss_rec_sfr: 0.3334 (0.3667) loss_cl: -0.2791 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [05:45:51.355152] Epoch: [23] [ 880/2904] eta: 0:25:47 lr: 0.001398 loss: 0.2168 (0.2325) loss_rec_all: 0.2426 (0.2577) loss_rec_sfr: 0.3166 (0.3665) loss_cl: -0.2785 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [05:46:06.274469] Epoch: [23] [ 900/2904] eta: 0:25:30 lr: 0.001399 loss: 0.2190 (0.2322) loss_rec_all: 0.2444 (0.2575) loss_rec_sfr: 0.3235 (0.3658) loss_cl: -0.2793 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [05:46:21.193718] Epoch: [23] [ 920/2904] eta: 0:25:14 lr: 0.001399 loss: 0.2201 (0.2322) loss_rec_all: 0.2457 (0.2575) loss_rec_sfr: 0.3374 (0.3659) loss_cl: -0.2781 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [05:46:36.113451] Epoch: [23] [ 940/2904] eta: 0:24:58 lr: 0.001399 loss: 0.2268 (0.2324) loss_rec_all: 0.2526 (0.2577) loss_rec_sfr: 0.3284 (0.3660) loss_cl: -0.2789 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [05:46:51.033466] Epoch: [23] [ 960/2904] eta: 0:24:42 lr: 0.001400 loss: 0.2153 (0.2322) loss_rec_all: 0.2411 (0.2575) loss_rec_sfr: 0.3127 (0.3655) loss_cl: -0.2790 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [05:47:05.961924] Epoch: [23] [ 980/2904] eta: 0:24:27 lr: 0.001400 loss: 0.2255 (0.2324) loss_rec_all: 0.2507 (0.2577) loss_rec_sfr: 0.3688 (0.3661) loss_cl: -0.2791 (-0.2786) time: 0.7464 data: 0.0002 max mem: 29860 [05:47:20.882109] Epoch: [23] [1000/2904] eta: 0:24:11 lr: 0.001401 loss: 0.2190 (0.2323) loss_rec_all: 0.2446 (0.2576) loss_rec_sfr: 0.3220 (0.3658) loss_cl: -0.2783 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [05:47:35.806776] Epoch: [23] [1020/2904] eta: 0:23:55 lr: 0.001401 loss: 0.2225 (0.2323) loss_rec_all: 0.2481 (0.2576) loss_rec_sfr: 0.3198 (0.3659) loss_cl: -0.2778 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [05:47:50.736243] Epoch: [23] [1040/2904] eta: 0:23:39 lr: 0.001401 loss: 0.2213 (0.2323) loss_rec_all: 0.2470 (0.2576) loss_rec_sfr: 0.3210 (0.3654) loss_cl: -0.2783 (-0.2786) time: 0.7464 data: 0.0002 max mem: 29860 [05:48:05.657021] Epoch: [23] [1060/2904] eta: 0:23:23 lr: 0.001402 loss: 0.2186 (0.2321) loss_rec_all: 0.2441 (0.2574) loss_rec_sfr: 0.3240 (0.3648) loss_cl: -0.2791 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [05:48:20.581552] Epoch: [23] [1080/2904] eta: 0:23:08 lr: 0.001402 loss: 0.2211 (0.2320) loss_rec_all: 0.2471 (0.2573) loss_rec_sfr: 0.3226 (0.3647) loss_cl: -0.2790 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [05:48:35.505180] Epoch: [23] [1100/2904] eta: 0:22:52 lr: 0.001403 loss: 0.2202 (0.2319) loss_rec_all: 0.2461 (0.2572) loss_rec_sfr: 0.3213 (0.3644) loss_cl: -0.2789 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [05:48:50.415929] Epoch: [23] [1120/2904] eta: 0:22:36 lr: 0.001403 loss: 0.2209 (0.2320) loss_rec_all: 0.2467 (0.2573) loss_rec_sfr: 0.3160 (0.3643) loss_cl: -0.2796 (-0.2786) time: 0.7455 data: 0.0002 max mem: 29860 [05:49:05.339275] Epoch: [23] [1140/2904] eta: 0:22:20 lr: 0.001404 loss: 0.2298 (0.2320) loss_rec_all: 0.2554 (0.2573) loss_rec_sfr: 0.3630 (0.3645) loss_cl: -0.2781 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [05:49:20.270289] Epoch: [23] [1160/2904] eta: 0:22:05 lr: 0.001404 loss: 0.2243 (0.2320) loss_rec_all: 0.2502 (0.2573) loss_rec_sfr: 0.3220 (0.3643) loss_cl: -0.2785 (-0.2786) time: 0.7465 data: 0.0002 max mem: 29860 [05:49:35.202014] Epoch: [23] [1180/2904] eta: 0:21:49 lr: 0.001404 loss: 0.2188 (0.2319) loss_rec_all: 0.2444 (0.2572) loss_rec_sfr: 0.3518 (0.3643) loss_cl: -0.2783 (-0.2786) time: 0.7465 data: 0.0002 max mem: 29860 [05:49:50.127449] Epoch: [23] [1200/2904] eta: 0:21:34 lr: 0.001405 loss: 0.2192 (0.2318) loss_rec_all: 0.2446 (0.2572) loss_rec_sfr: 0.3306 (0.3642) loss_cl: -0.2796 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [05:50:05.057021] Epoch: [23] [1220/2904] eta: 0:21:18 lr: 0.001405 loss: 0.2188 (0.2318) loss_rec_all: 0.2447 (0.2571) loss_rec_sfr: 0.3198 (0.3639) loss_cl: -0.2781 (-0.2786) time: 0.7464 data: 0.0002 max mem: 29860 [05:50:19.978640] Epoch: [23] [1240/2904] eta: 0:21:03 lr: 0.001406 loss: 0.2191 (0.2317) loss_rec_all: 0.2444 (0.2570) loss_rec_sfr: 0.3239 (0.3636) loss_cl: -0.2787 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [05:50:34.908599] Epoch: [23] [1260/2904] eta: 0:20:47 lr: 0.001406 loss: 0.2204 (0.2316) loss_rec_all: 0.2455 (0.2569) loss_rec_sfr: 0.3538 (0.3635) loss_cl: -0.2786 (-0.2786) time: 0.7465 data: 0.0002 max mem: 29860 [05:50:49.838803] Epoch: [23] [1280/2904] eta: 0:20:32 lr: 0.001406 loss: 0.2236 (0.2317) loss_rec_all: 0.2491 (0.2570) loss_rec_sfr: 0.3666 (0.3639) loss_cl: -0.2792 (-0.2786) time: 0.7465 data: 0.0002 max mem: 29860 [05:51:04.773099] Epoch: [23] [1300/2904] eta: 0:20:16 lr: 0.001407 loss: 0.2198 (0.2317) loss_rec_all: 0.2455 (0.2570) loss_rec_sfr: 0.3671 (0.3640) loss_cl: -0.2784 (-0.2786) time: 0.7467 data: 0.0002 max mem: 29860 [05:51:19.700640] Epoch: [23] [1320/2904] eta: 0:20:01 lr: 0.001407 loss: 0.2175 (0.2317) loss_rec_all: 0.2427 (0.2570) loss_rec_sfr: 0.3596 (0.3641) loss_cl: -0.2779 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [05:51:34.628277] Epoch: [23] [1340/2904] eta: 0:19:45 lr: 0.001408 loss: 0.2275 (0.2319) loss_rec_all: 0.2529 (0.2572) loss_rec_sfr: 0.3919 (0.3648) loss_cl: -0.2776 (-0.2785) time: 0.7463 data: 0.0002 max mem: 29860 [05:51:49.553108] Epoch: [23] [1360/2904] eta: 0:19:30 lr: 0.001408 loss: 0.2192 (0.2318) loss_rec_all: 0.2447 (0.2571) loss_rec_sfr: 0.3072 (0.3644) loss_cl: -0.2787 (-0.2785) time: 0.7462 data: 0.0002 max mem: 29860 [05:52:04.480628] Epoch: [23] [1380/2904] eta: 0:19:14 lr: 0.001409 loss: 0.2189 (0.2318) loss_rec_all: 0.2449 (0.2571) loss_rec_sfr: 0.3205 (0.3644) loss_cl: -0.2796 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [05:52:19.406779] Epoch: [23] [1400/2904] eta: 0:18:59 lr: 0.001409 loss: 0.2242 (0.2319) loss_rec_all: 0.2495 (0.2572) loss_rec_sfr: 0.3195 (0.3642) loss_cl: -0.2798 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [05:52:34.333478] Epoch: [23] [1420/2904] eta: 0:18:44 lr: 0.001409 loss: 0.2221 (0.2319) loss_rec_all: 0.2474 (0.2572) loss_rec_sfr: 0.3540 (0.3644) loss_cl: -0.2790 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [05:52:49.258120] Epoch: [23] [1440/2904] eta: 0:18:28 lr: 0.001410 loss: 0.2169 (0.2318) loss_rec_all: 0.2423 (0.2571) loss_rec_sfr: 0.3661 (0.3643) loss_cl: -0.2784 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [05:53:04.185909] Epoch: [23] [1460/2904] eta: 0:18:13 lr: 0.001410 loss: 0.2188 (0.2317) loss_rec_all: 0.2447 (0.2570) loss_rec_sfr: 0.3256 (0.3641) loss_cl: -0.2787 (-0.2786) time: 0.7464 data: 0.0002 max mem: 29860 [05:53:19.110284] Epoch: [23] [1480/2904] eta: 0:17:57 lr: 0.001411 loss: 0.2269 (0.2317) loss_rec_all: 0.2520 (0.2570) loss_rec_sfr: 0.3219 (0.3640) loss_cl: -0.2788 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [05:53:34.037758] Epoch: [23] [1500/2904] eta: 0:17:42 lr: 0.001411 loss: 0.2218 (0.2318) loss_rec_all: 0.2477 (0.2571) loss_rec_sfr: 0.3645 (0.3642) loss_cl: -0.2790 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [05:53:48.966523] Epoch: [23] [1520/2904] eta: 0:17:27 lr: 0.001411 loss: 0.2266 (0.2319) loss_rec_all: 0.2522 (0.2572) loss_rec_sfr: 0.3617 (0.3646) loss_cl: -0.2789 (-0.2786) time: 0.7464 data: 0.0002 max mem: 29860 [05:54:03.897019] Epoch: [23] [1540/2904] eta: 0:17:12 lr: 0.001412 loss: 0.2184 (0.2320) loss_rec_all: 0.2437 (0.2573) loss_rec_sfr: 0.3289 (0.3648) loss_cl: -0.2773 (-0.2786) time: 0.7465 data: 0.0002 max mem: 29860 [05:54:18.825854] Epoch: [23] [1560/2904] eta: 0:16:56 lr: 0.001412 loss: 0.2212 (0.2319) loss_rec_all: 0.2464 (0.2572) loss_rec_sfr: 0.3210 (0.3646) loss_cl: -0.2786 (-0.2786) time: 0.7464 data: 0.0002 max mem: 29860 [05:54:33.753516] Epoch: [23] [1580/2904] eta: 0:16:41 lr: 0.001413 loss: 0.2167 (0.2318) loss_rec_all: 0.2420 (0.2571) loss_rec_sfr: 0.3514 (0.3645) loss_cl: -0.2794 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [05:54:48.678478] Epoch: [23] [1600/2904] eta: 0:16:26 lr: 0.001413 loss: 0.2224 (0.2317) loss_rec_all: 0.2477 (0.2570) loss_rec_sfr: 0.3588 (0.3644) loss_cl: -0.2799 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [05:55:03.601204] Epoch: [23] [1620/2904] eta: 0:16:10 lr: 0.001413 loss: 0.2164 (0.2316) loss_rec_all: 0.2419 (0.2569) loss_rec_sfr: 0.3518 (0.3644) loss_cl: -0.2785 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [05:55:18.522085] Epoch: [23] [1640/2904] eta: 0:15:55 lr: 0.001414 loss: 0.2204 (0.2316) loss_rec_all: 0.2459 (0.2569) loss_rec_sfr: 0.3166 (0.3642) loss_cl: -0.2784 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [05:55:33.448608] Epoch: [23] [1660/2904] eta: 0:15:40 lr: 0.001414 loss: 0.2198 (0.2316) loss_rec_all: 0.2453 (0.2569) loss_rec_sfr: 0.3553 (0.3641) loss_cl: -0.2793 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [05:55:48.376334] Epoch: [23] [1680/2904] eta: 0:15:25 lr: 0.001415 loss: 0.2180 (0.2316) loss_rec_all: 0.2438 (0.2569) loss_rec_sfr: 0.3643 (0.3644) loss_cl: -0.2789 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [05:56:03.313686] Epoch: [23] [1700/2904] eta: 0:15:09 lr: 0.001415 loss: 0.2191 (0.2316) loss_rec_all: 0.2442 (0.2569) loss_rec_sfr: 0.3617 (0.3646) loss_cl: -0.2783 (-0.2786) time: 0.7468 data: 0.0002 max mem: 29860 [05:56:18.395846] Epoch: [23] [1720/2904] eta: 0:14:54 lr: 0.001416 loss: 0.2248 (0.2316) loss_rec_all: 0.2501 (0.2569) loss_rec_sfr: 0.3534 (0.3647) loss_cl: -0.2781 (-0.2786) time: 0.7541 data: 0.0002 max mem: 29860 [05:56:33.328734] Epoch: [23] [1740/2904] eta: 0:14:39 lr: 0.001416 loss: 0.2194 (0.2316) loss_rec_all: 0.2447 (0.2569) loss_rec_sfr: 0.3212 (0.3645) loss_cl: -0.2792 (-0.2786) time: 0.7466 data: 0.0002 max mem: 29860 [05:56:48.256486] Epoch: [23] [1760/2904] eta: 0:14:24 lr: 0.001416 loss: 0.2239 (0.2315) loss_rec_all: 0.2497 (0.2569) loss_rec_sfr: 0.3245 (0.3643) loss_cl: -0.2801 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [05:57:03.180761] Epoch: [23] [1780/2904] eta: 0:14:08 lr: 0.001417 loss: 0.2283 (0.2317) loss_rec_all: 0.2538 (0.2570) loss_rec_sfr: 0.3395 (0.3645) loss_cl: -0.2786 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [05:57:18.105577] Epoch: [23] [1800/2904] eta: 0:13:53 lr: 0.001417 loss: 0.2292 (0.2318) loss_rec_all: 0.2549 (0.2571) loss_rec_sfr: 0.3238 (0.3647) loss_cl: -0.2772 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [05:57:33.026408] Epoch: [23] [1820/2904] eta: 0:13:38 lr: 0.001418 loss: 0.2165 (0.2316) loss_rec_all: 0.2422 (0.2570) loss_rec_sfr: 0.3209 (0.3644) loss_cl: -0.2784 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [05:57:47.949117] Epoch: [23] [1840/2904] eta: 0:13:23 lr: 0.001418 loss: 0.2163 (0.2316) loss_rec_all: 0.2416 (0.2569) loss_rec_sfr: 0.3556 (0.3644) loss_cl: -0.2782 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [05:58:02.869950] Epoch: [23] [1860/2904] eta: 0:13:08 lr: 0.001418 loss: 0.2202 (0.2315) loss_rec_all: 0.2454 (0.2568) loss_rec_sfr: 0.3245 (0.3643) loss_cl: -0.2786 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [05:58:17.795365] Epoch: [23] [1880/2904] eta: 0:12:52 lr: 0.001419 loss: 0.2199 (0.2315) loss_rec_all: 0.2453 (0.2568) loss_rec_sfr: 0.3112 (0.3641) loss_cl: -0.2791 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [05:58:32.720708] Epoch: [23] [1900/2904] eta: 0:12:37 lr: 0.001419 loss: 0.2222 (0.2315) loss_rec_all: 0.2476 (0.2568) loss_rec_sfr: 0.3610 (0.3643) loss_cl: -0.2797 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [05:58:47.646530] Epoch: [23] [1920/2904] eta: 0:12:22 lr: 0.001420 loss: 0.2216 (0.2316) loss_rec_all: 0.2472 (0.2569) loss_rec_sfr: 0.3604 (0.3645) loss_cl: -0.2792 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [05:59:02.570278] Epoch: [23] [1940/2904] eta: 0:12:07 lr: 0.001420 loss: 0.2295 (0.2317) loss_rec_all: 0.2546 (0.2570) loss_rec_sfr: 0.3570 (0.3648) loss_cl: -0.2788 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [05:59:17.492879] Epoch: [23] [1960/2904] eta: 0:11:52 lr: 0.001420 loss: 0.2199 (0.2317) loss_rec_all: 0.2456 (0.2570) loss_rec_sfr: 0.3204 (0.3649) loss_cl: -0.2786 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [05:59:32.419507] Epoch: [23] [1980/2904] eta: 0:11:37 lr: 0.001421 loss: 0.2233 (0.2317) loss_rec_all: 0.2485 (0.2570) loss_rec_sfr: 0.3335 (0.3648) loss_cl: -0.2776 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [05:59:47.349195] Epoch: [23] [2000/2904] eta: 0:11:21 lr: 0.001421 loss: 0.2202 (0.2316) loss_rec_all: 0.2455 (0.2569) loss_rec_sfr: 0.3261 (0.3647) loss_cl: -0.2785 (-0.2786) time: 0.7464 data: 0.0002 max mem: 29860 [06:00:02.277379] Epoch: [23] [2020/2904] eta: 0:11:06 lr: 0.001422 loss: 0.2170 (0.2315) loss_rec_all: 0.2425 (0.2569) loss_rec_sfr: 0.3626 (0.3646) loss_cl: -0.2794 (-0.2786) time: 0.7464 data: 0.0002 max mem: 29860 [06:00:17.206882] Epoch: [23] [2040/2904] eta: 0:10:51 lr: 0.001422 loss: 0.2197 (0.2316) loss_rec_all: 0.2455 (0.2569) loss_rec_sfr: 0.3259 (0.3646) loss_cl: -0.2790 (-0.2786) time: 0.7464 data: 0.0002 max mem: 29860 [06:00:32.141331] Epoch: [23] [2060/2904] eta: 0:10:36 lr: 0.001423 loss: 0.2192 (0.2316) loss_rec_all: 0.2448 (0.2569) loss_rec_sfr: 0.3208 (0.3646) loss_cl: -0.2787 (-0.2786) time: 0.7467 data: 0.0002 max mem: 29860 [06:00:47.071653] Epoch: [23] [2080/2904] eta: 0:10:21 lr: 0.001423 loss: 0.2223 (0.2316) loss_rec_all: 0.2475 (0.2569) loss_rec_sfr: 0.3226 (0.3646) loss_cl: -0.2777 (-0.2786) time: 0.7465 data: 0.0002 max mem: 29860 [06:01:02.008180] Epoch: [23] [2100/2904] eta: 0:10:06 lr: 0.001423 loss: 0.2184 (0.2315) loss_rec_all: 0.2443 (0.2569) loss_rec_sfr: 0.3201 (0.3644) loss_cl: -0.2781 (-0.2786) time: 0.7468 data: 0.0002 max mem: 29860 [06:01:16.943289] Epoch: [23] [2120/2904] eta: 0:09:51 lr: 0.001424 loss: 0.2195 (0.2315) loss_rec_all: 0.2446 (0.2568) loss_rec_sfr: 0.3620 (0.3645) loss_cl: -0.2783 (-0.2786) time: 0.7467 data: 0.0002 max mem: 29860 [06:01:32.037751] Epoch: [23] [2140/2904] eta: 0:09:35 lr: 0.001424 loss: 0.2208 (0.2315) loss_rec_all: 0.2465 (0.2569) loss_rec_sfr: 0.3262 (0.3645) loss_cl: -0.2784 (-0.2786) time: 0.7547 data: 0.0002 max mem: 29860 [06:01:46.972030] Epoch: [23] [2160/2904] eta: 0:09:20 lr: 0.001425 loss: 0.2202 (0.2316) loss_rec_all: 0.2453 (0.2569) loss_rec_sfr: 0.3450 (0.3645) loss_cl: -0.2794 (-0.2786) time: 0.7467 data: 0.0002 max mem: 29860 [06:02:01.906164] Epoch: [23] [2180/2904] eta: 0:09:05 lr: 0.001425 loss: 0.2200 (0.2315) loss_rec_all: 0.2458 (0.2568) loss_rec_sfr: 0.3119 (0.3642) loss_cl: -0.2792 (-0.2786) time: 0.7467 data: 0.0002 max mem: 29860 [06:02:16.834720] Epoch: [23] [2200/2904] eta: 0:08:50 lr: 0.001425 loss: 0.2196 (0.2315) loss_rec_all: 0.2452 (0.2568) loss_rec_sfr: 0.3168 (0.3639) loss_cl: -0.2789 (-0.2786) time: 0.7464 data: 0.0002 max mem: 29860 [06:02:31.762312] Epoch: [23] [2220/2904] eta: 0:08:35 lr: 0.001426 loss: 0.2264 (0.2315) loss_rec_all: 0.2515 (0.2568) loss_rec_sfr: 0.3252 (0.3640) loss_cl: -0.2777 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [06:02:46.688941] Epoch: [23] [2240/2904] eta: 0:08:20 lr: 0.001426 loss: 0.2203 (0.2315) loss_rec_all: 0.2459 (0.2568) loss_rec_sfr: 0.3504 (0.3640) loss_cl: -0.2790 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [06:03:01.621233] Epoch: [23] [2260/2904] eta: 0:08:05 lr: 0.001427 loss: 0.2215 (0.2315) loss_rec_all: 0.2469 (0.2568) loss_rec_sfr: 0.3610 (0.3641) loss_cl: -0.2785 (-0.2786) time: 0.7466 data: 0.0002 max mem: 29860 [06:03:16.553072] Epoch: [23] [2280/2904] eta: 0:07:50 lr: 0.001427 loss: 0.2195 (0.2316) loss_rec_all: 0.2453 (0.2569) loss_rec_sfr: 0.3317 (0.3643) loss_cl: -0.2782 (-0.2786) time: 0.7466 data: 0.0002 max mem: 29860 [06:03:31.482207] Epoch: [23] [2300/2904] eta: 0:07:35 lr: 0.001428 loss: 0.2179 (0.2316) loss_rec_all: 0.2437 (0.2569) loss_rec_sfr: 0.3185 (0.3642) loss_cl: -0.2782 (-0.2786) time: 0.7464 data: 0.0002 max mem: 29860 [06:03:46.412010] Epoch: [23] [2320/2904] eta: 0:07:19 lr: 0.001428 loss: 0.2276 (0.2316) loss_rec_all: 0.2532 (0.2569) loss_rec_sfr: 0.3225 (0.3643) loss_cl: -0.2782 (-0.2786) time: 0.7464 data: 0.0002 max mem: 29860 [06:04:01.339171] Epoch: [23] [2340/2904] eta: 0:07:04 lr: 0.001428 loss: 0.2233 (0.2317) loss_rec_all: 0.2485 (0.2570) loss_rec_sfr: 0.3403 (0.3644) loss_cl: -0.2785 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [06:04:16.267099] Epoch: [23] [2360/2904] eta: 0:06:49 lr: 0.001429 loss: 0.2211 (0.2317) loss_rec_all: 0.2461 (0.2570) loss_rec_sfr: 0.3662 (0.3644) loss_cl: -0.2784 (-0.2786) time: 0.7464 data: 0.0002 max mem: 29860 [06:04:31.196012] Epoch: [23] [2380/2904] eta: 0:06:34 lr: 0.001429 loss: 0.2245 (0.2317) loss_rec_all: 0.2501 (0.2571) loss_rec_sfr: 0.3599 (0.3647) loss_cl: -0.2784 (-0.2786) time: 0.7464 data: 0.0002 max mem: 29860 [06:04:46.126542] Epoch: [23] [2400/2904] eta: 0:06:19 lr: 0.001430 loss: 0.2216 (0.2317) loss_rec_all: 0.2470 (0.2570) loss_rec_sfr: 0.3330 (0.3646) loss_cl: -0.2792 (-0.2786) time: 0.7465 data: 0.0002 max mem: 29860 [06:05:01.055748] Epoch: [23] [2420/2904] eta: 0:06:04 lr: 0.001430 loss: 0.2237 (0.2317) loss_rec_all: 0.2489 (0.2570) loss_rec_sfr: 0.3468 (0.3647) loss_cl: -0.2795 (-0.2786) time: 0.7464 data: 0.0002 max mem: 29860 [06:05:15.982748] Epoch: [23] [2440/2904] eta: 0:05:49 lr: 0.001430 loss: 0.2196 (0.2317) loss_rec_all: 0.2454 (0.2570) loss_rec_sfr: 0.3457 (0.3645) loss_cl: -0.2784 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [06:05:30.911004] Epoch: [23] [2460/2904] eta: 0:05:34 lr: 0.001431 loss: 0.2197 (0.2316) loss_rec_all: 0.2455 (0.2569) loss_rec_sfr: 0.3208 (0.3645) loss_cl: -0.2780 (-0.2786) time: 0.7464 data: 0.0002 max mem: 29860 [06:05:45.843176] Epoch: [23] [2480/2904] eta: 0:05:19 lr: 0.001431 loss: 0.2191 (0.2316) loss_rec_all: 0.2445 (0.2569) loss_rec_sfr: 0.3173 (0.3644) loss_cl: -0.2785 (-0.2786) time: 0.7466 data: 0.0002 max mem: 29860 [06:06:00.771691] Epoch: [23] [2500/2904] eta: 0:05:04 lr: 0.001432 loss: 0.2211 (0.2315) loss_rec_all: 0.2465 (0.2568) loss_rec_sfr: 0.3250 (0.3643) loss_cl: -0.2785 (-0.2786) time: 0.7464 data: 0.0002 max mem: 29860 [06:06:15.700048] Epoch: [23] [2520/2904] eta: 0:04:49 lr: 0.001432 loss: 0.2199 (0.2316) loss_rec_all: 0.2451 (0.2569) loss_rec_sfr: 0.3549 (0.3644) loss_cl: -0.2788 (-0.2786) time: 0.7464 data: 0.0002 max mem: 29860 [06:06:30.629670] Epoch: [23] [2540/2904] eta: 0:04:33 lr: 0.001432 loss: 0.2226 (0.2316) loss_rec_all: 0.2484 (0.2569) loss_rec_sfr: 0.3199 (0.3645) loss_cl: -0.2788 (-0.2786) time: 0.7464 data: 0.0002 max mem: 29860 [06:06:45.558952] Epoch: [23] [2560/2904] eta: 0:04:18 lr: 0.001433 loss: 0.2186 (0.2316) loss_rec_all: 0.2441 (0.2569) loss_rec_sfr: 0.3625 (0.3646) loss_cl: -0.2788 (-0.2786) time: 0.7464 data: 0.0002 max mem: 29860 [06:07:00.493343] Epoch: [23] [2580/2904] eta: 0:04:03 lr: 0.001433 loss: 0.2236 (0.2316) loss_rec_all: 0.2486 (0.2569) loss_rec_sfr: 0.3754 (0.3647) loss_cl: -0.2780 (-0.2786) time: 0.7467 data: 0.0002 max mem: 29860 [06:07:15.425459] Epoch: [23] [2600/2904] eta: 0:03:48 lr: 0.001434 loss: 0.2186 (0.2316) loss_rec_all: 0.2442 (0.2569) loss_rec_sfr: 0.3195 (0.3645) loss_cl: -0.2791 (-0.2786) time: 0.7466 data: 0.0002 max mem: 29860 [06:07:30.358690] Epoch: [23] [2620/2904] eta: 0:03:33 lr: 0.001434 loss: 0.2239 (0.2317) loss_rec_all: 0.2491 (0.2570) loss_rec_sfr: 0.3795 (0.3648) loss_cl: -0.2790 (-0.2786) time: 0.7466 data: 0.0002 max mem: 29860 [06:07:45.291014] Epoch: [23] [2640/2904] eta: 0:03:18 lr: 0.001435 loss: 0.2214 (0.2316) loss_rec_all: 0.2464 (0.2569) loss_rec_sfr: 0.3227 (0.3647) loss_cl: -0.2783 (-0.2786) time: 0.7466 data: 0.0002 max mem: 29860 [06:08:00.214230] Epoch: [23] [2660/2904] eta: 0:03:03 lr: 0.001435 loss: 0.2196 (0.2316) loss_rec_all: 0.2452 (0.2569) loss_rec_sfr: 0.3536 (0.3647) loss_cl: -0.2783 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [06:08:15.129954] Epoch: [23] [2680/2904] eta: 0:02:48 lr: 0.001435 loss: 0.2252 (0.2317) loss_rec_all: 0.2503 (0.2570) loss_rec_sfr: 0.3280 (0.3648) loss_cl: -0.2777 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [06:08:30.050605] Epoch: [23] [2700/2904] eta: 0:02:33 lr: 0.001436 loss: 0.2172 (0.2317) loss_rec_all: 0.2425 (0.2570) loss_rec_sfr: 0.3607 (0.3649) loss_cl: -0.2786 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [06:08:44.975175] Epoch: [23] [2720/2904] eta: 0:02:18 lr: 0.001436 loss: 0.2200 (0.2317) loss_rec_all: 0.2452 (0.2570) loss_rec_sfr: 0.3562 (0.3649) loss_cl: -0.2790 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [06:08:59.903033] Epoch: [23] [2740/2904] eta: 0:02:03 lr: 0.001437 loss: 0.2211 (0.2317) loss_rec_all: 0.2468 (0.2570) loss_rec_sfr: 0.3547 (0.3650) loss_cl: -0.2781 (-0.2786) time: 0.7464 data: 0.0002 max mem: 29860 [06:09:14.829161] Epoch: [23] [2760/2904] eta: 0:01:48 lr: 0.001437 loss: 0.2212 (0.2317) loss_rec_all: 0.2469 (0.2570) loss_rec_sfr: 0.3251 (0.3650) loss_cl: -0.2784 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [06:09:29.761898] Epoch: [23] [2780/2904] eta: 0:01:33 lr: 0.001437 loss: 0.2208 (0.2317) loss_rec_all: 0.2467 (0.2570) loss_rec_sfr: 0.3217 (0.3648) loss_cl: -0.2787 (-0.2786) time: 0.7466 data: 0.0002 max mem: 29860 [06:09:44.687473] Epoch: [23] [2800/2904] eta: 0:01:18 lr: 0.001438 loss: 0.2204 (0.2317) loss_rec_all: 0.2463 (0.2570) loss_rec_sfr: 0.3681 (0.3649) loss_cl: -0.2788 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [06:09:59.612204] Epoch: [23] [2820/2904] eta: 0:01:03 lr: 0.001438 loss: 0.2227 (0.2317) loss_rec_all: 0.2485 (0.2570) loss_rec_sfr: 0.3268 (0.3650) loss_cl: -0.2781 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [06:10:14.570423] Epoch: [23] [2840/2904] eta: 0:00:48 lr: 0.001439 loss: 0.2239 (0.2318) loss_rec_all: 0.2491 (0.2571) loss_rec_sfr: 0.3495 (0.3650) loss_cl: -0.2783 (-0.2786) time: 0.7479 data: 0.0023 max mem: 29860 [06:10:29.481237] Epoch: [23] [2860/2904] eta: 0:00:33 lr: 0.001439 loss: 0.2187 (0.2317) loss_rec_all: 0.2444 (0.2570) loss_rec_sfr: 0.3545 (0.3650) loss_cl: -0.2786 (-0.2786) time: 0.7455 data: 0.0001 max mem: 29860 [06:10:44.394004] Epoch: [23] [2880/2904] eta: 0:00:18 lr: 0.001440 loss: 0.2212 (0.2318) loss_rec_all: 0.2466 (0.2571) loss_rec_sfr: 0.3625 (0.3651) loss_cl: -0.2785 (-0.2786) time: 0.7456 data: 0.0001 max mem: 29860 [06:10:59.304837] Epoch: [23] [2900/2904] eta: 0:00:03 lr: 0.001440 loss: 0.2174 (0.2317) loss_rec_all: 0.2432 (0.2570) loss_rec_sfr: 0.3587 (0.3651) loss_cl: -0.2785 (-0.2786) time: 0.7455 data: 0.0001 max mem: 29860 [06:11:01.549041] Epoch: [23] [2903/2904] eta: 0:00:00 lr: 0.001440 loss: 0.2206 (0.2317) loss_rec_all: 0.2465 (0.2570) loss_rec_sfr: 0.3711 (0.3652) loss_cl: -0.2785 (-0.2786) time: 0.7455 data: 0.0001 max mem: 29860 [06:11:03.707328] Epoch: [23] Total time: 0:36:25 (0.7527 s / it) [06:11:03.708168] Averaged stats: lr: 0.001440 loss: 0.2206 (0.2341) loss_rec_all: 0.2465 (0.2571) loss_rec_sfr: 0.3711 (0.3655) loss_cl: -0.2785 (-0.2552) [06:11:03.712895] log_dir: ./checkpoint/VF2_ViT-B [06:11:20.923718] Epoch: [24] [ 0/2904] eta: 13:52:58 lr: 0.001440 loss: 0.2208 (0.2208) loss_rec_all: 0.2466 (0.2466) loss_rec_sfr: 0.3145 (0.3145) loss_cl: -0.2796 (-0.2796) time: 17.2101 data: 15.6288 max mem: 29860 [06:11:35.839127] Epoch: [24] [ 20/2904] eta: 1:13:31 lr: 0.001440 loss: 0.2177 (0.2247) loss_rec_all: 0.2432 (0.2501) loss_rec_sfr: 0.3191 (0.3497) loss_cl: -0.2795 (-0.2792) time: 0.7457 data: 0.0002 max mem: 29860 [06:11:50.721275] Epoch: [24] [ 40/2904] eta: 0:54:43 lr: 0.001441 loss: 0.2221 (0.2306) loss_rec_all: 0.2472 (0.2559) loss_rec_sfr: 0.3581 (0.3668) loss_cl: -0.2780 (-0.2787) time: 0.7441 data: 0.0002 max mem: 29860 [06:12:05.626057] Epoch: [24] [ 60/2904] eta: 0:48:06 lr: 0.001441 loss: 0.2192 (0.2289) loss_rec_all: 0.2449 (0.2542) loss_rec_sfr: 0.3399 (0.3650) loss_cl: -0.2780 (-0.2784) time: 0.7452 data: 0.0002 max mem: 29860 [06:12:20.518692] Epoch: [24] [ 80/2904] eta: 0:44:37 lr: 0.001442 loss: 0.2201 (0.2296) loss_rec_all: 0.2452 (0.2549) loss_rec_sfr: 0.3230 (0.3632) loss_cl: -0.2790 (-0.2785) time: 0.7446 data: 0.0002 max mem: 29860 [06:12:35.421207] Epoch: [24] [ 100/2904] eta: 0:42:25 lr: 0.001442 loss: 0.2209 (0.2293) loss_rec_all: 0.2463 (0.2547) loss_rec_sfr: 0.3207 (0.3624) loss_cl: -0.2790 (-0.2786) time: 0.7451 data: 0.0002 max mem: 29860 [06:12:50.332913] Epoch: [24] [ 120/2904] eta: 0:40:53 lr: 0.001442 loss: 0.2211 (0.2287) loss_rec_all: 0.2465 (0.2541) loss_rec_sfr: 0.3210 (0.3593) loss_cl: -0.2780 (-0.2785) time: 0.7455 data: 0.0002 max mem: 29860 [06:13:05.250528] Epoch: [24] [ 140/2904] eta: 0:39:42 lr: 0.001443 loss: 0.2215 (0.2291) loss_rec_all: 0.2472 (0.2545) loss_rec_sfr: 0.3307 (0.3595) loss_cl: -0.2797 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [06:13:20.187222] Epoch: [24] [ 160/2904] eta: 0:38:45 lr: 0.001443 loss: 0.2229 (0.2313) loss_rec_all: 0.2487 (0.2566) loss_rec_sfr: 0.3665 (0.3657) loss_cl: -0.2782 (-0.2786) time: 0.7468 data: 0.0002 max mem: 29860 [06:13:35.123593] Epoch: [24] [ 180/2904] eta: 0:37:58 lr: 0.001444 loss: 0.2213 (0.2318) loss_rec_all: 0.2463 (0.2571) loss_rec_sfr: 0.3211 (0.3661) loss_cl: -0.2787 (-0.2786) time: 0.7468 data: 0.0002 max mem: 29860 [06:13:50.073280] Epoch: [24] [ 200/2904] eta: 0:37:17 lr: 0.001444 loss: 0.2219 (0.2317) loss_rec_all: 0.2475 (0.2570) loss_rec_sfr: 0.3548 (0.3663) loss_cl: -0.2777 (-0.2785) time: 0.7474 data: 0.0002 max mem: 29860 [06:14:05.004320] Epoch: [24] [ 220/2904] eta: 0:36:41 lr: 0.001445 loss: 0.2196 (0.2314) loss_rec_all: 0.2449 (0.2567) loss_rec_sfr: 0.3222 (0.3649) loss_cl: -0.2784 (-0.2785) time: 0.7465 data: 0.0002 max mem: 29860 [06:14:19.935721] Epoch: [24] [ 240/2904] eta: 0:36:08 lr: 0.001445 loss: 0.2226 (0.2314) loss_rec_all: 0.2483 (0.2567) loss_rec_sfr: 0.3181 (0.3639) loss_cl: -0.2788 (-0.2785) time: 0.7465 data: 0.0002 max mem: 29860 [06:14:34.863099] Epoch: [24] [ 260/2904] eta: 0:35:38 lr: 0.001445 loss: 0.2173 (0.2309) loss_rec_all: 0.2430 (0.2562) loss_rec_sfr: 0.3555 (0.3637) loss_cl: -0.2793 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [06:14:49.786248] Epoch: [24] [ 280/2904] eta: 0:35:10 lr: 0.001446 loss: 0.2208 (0.2311) loss_rec_all: 0.2465 (0.2564) loss_rec_sfr: 0.3260 (0.3639) loss_cl: -0.2785 (-0.2785) time: 0.7461 data: 0.0002 max mem: 29860 [06:15:04.707535] Epoch: [24] [ 300/2904] eta: 0:34:44 lr: 0.001446 loss: 0.2169 (0.2307) loss_rec_all: 0.2420 (0.2560) loss_rec_sfr: 0.3296 (0.3635) loss_cl: -0.2780 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [06:15:19.634378] Epoch: [24] [ 320/2904] eta: 0:34:20 lr: 0.001447 loss: 0.2260 (0.2311) loss_rec_all: 0.2517 (0.2564) loss_rec_sfr: 0.3233 (0.3636) loss_cl: -0.2787 (-0.2785) time: 0.7463 data: 0.0002 max mem: 29860 [06:15:34.568835] Epoch: [24] [ 340/2904] eta: 0:33:56 lr: 0.001447 loss: 0.2215 (0.2316) loss_rec_all: 0.2465 (0.2569) loss_rec_sfr: 0.3761 (0.3657) loss_cl: -0.2788 (-0.2785) time: 0.7467 data: 0.0002 max mem: 29860 [06:15:49.495656] Epoch: [24] [ 360/2904] eta: 0:33:33 lr: 0.001447 loss: 0.2260 (0.2324) loss_rec_all: 0.2511 (0.2577) loss_rec_sfr: 0.3784 (0.3685) loss_cl: -0.2787 (-0.2785) time: 0.7463 data: 0.0002 max mem: 29860 [06:16:04.421966] Epoch: [24] [ 380/2904] eta: 0:33:11 lr: 0.001448 loss: 0.2203 (0.2323) loss_rec_all: 0.2459 (0.2576) loss_rec_sfr: 0.3164 (0.3676) loss_cl: -0.2783 (-0.2785) time: 0.7463 data: 0.0002 max mem: 29860 [06:16:19.343217] Epoch: [24] [ 400/2904] eta: 0:32:50 lr: 0.001448 loss: 0.2175 (0.2319) loss_rec_all: 0.2433 (0.2572) loss_rec_sfr: 0.3339 (0.3665) loss_cl: -0.2787 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [06:16:34.257825] Epoch: [24] [ 420/2904] eta: 0:32:30 lr: 0.001449 loss: 0.2229 (0.2319) loss_rec_all: 0.2484 (0.2572) loss_rec_sfr: 0.3142 (0.3658) loss_cl: -0.2783 (-0.2785) time: 0.7457 data: 0.0002 max mem: 29860 [06:16:49.175892] Epoch: [24] [ 440/2904] eta: 0:32:10 lr: 0.001449 loss: 0.2208 (0.2320) loss_rec_all: 0.2461 (0.2573) loss_rec_sfr: 0.3604 (0.3662) loss_cl: -0.2787 (-0.2785) time: 0.7459 data: 0.0002 max mem: 29860 [06:17:04.092769] Epoch: [24] [ 460/2904] eta: 0:31:50 lr: 0.001450 loss: 0.2147 (0.2316) loss_rec_all: 0.2400 (0.2569) loss_rec_sfr: 0.3221 (0.3651) loss_cl: -0.2785 (-0.2785) time: 0.7458 data: 0.0002 max mem: 29860 [06:17:19.012852] Epoch: [24] [ 480/2904] eta: 0:31:31 lr: 0.001450 loss: 0.2198 (0.2316) loss_rec_all: 0.2456 (0.2568) loss_rec_sfr: 0.3196 (0.3649) loss_cl: -0.2792 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [06:17:33.945764] Epoch: [24] [ 500/2904] eta: 0:31:12 lr: 0.001450 loss: 0.2188 (0.2313) loss_rec_all: 0.2443 (0.2566) loss_rec_sfr: 0.3296 (0.3644) loss_cl: -0.2797 (-0.2785) time: 0.7466 data: 0.0002 max mem: 29860 [06:17:48.885198] Epoch: [24] [ 520/2904] eta: 0:30:53 lr: 0.001451 loss: 0.2240 (0.2313) loss_rec_all: 0.2490 (0.2566) loss_rec_sfr: 0.3567 (0.3643) loss_cl: -0.2786 (-0.2785) time: 0.7469 data: 0.0002 max mem: 29860 [06:18:03.817236] Epoch: [24] [ 540/2904] eta: 0:30:35 lr: 0.001451 loss: 0.2168 (0.2308) loss_rec_all: 0.2425 (0.2561) loss_rec_sfr: 0.3139 (0.3628) loss_cl: -0.2785 (-0.2786) time: 0.7466 data: 0.0002 max mem: 29860 [06:18:18.755460] Epoch: [24] [ 560/2904] eta: 0:30:17 lr: 0.001452 loss: 0.2189 (0.2306) loss_rec_all: 0.2445 (0.2559) loss_rec_sfr: 0.3151 (0.3625) loss_cl: -0.2788 (-0.2786) time: 0.7469 data: 0.0002 max mem: 29860 [06:18:33.683947] Epoch: [24] [ 580/2904] eta: 0:29:59 lr: 0.001452 loss: 0.2176 (0.2305) loss_rec_all: 0.2434 (0.2558) loss_rec_sfr: 0.3234 (0.3620) loss_cl: -0.2791 (-0.2786) time: 0.7464 data: 0.0002 max mem: 29860 [06:18:48.611074] Epoch: [24] [ 600/2904] eta: 0:29:42 lr: 0.001452 loss: 0.2219 (0.2307) loss_rec_all: 0.2476 (0.2560) loss_rec_sfr: 0.3225 (0.3624) loss_cl: -0.2786 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [06:19:03.537506] Epoch: [24] [ 620/2904] eta: 0:29:24 lr: 0.001453 loss: 0.2181 (0.2305) loss_rec_all: 0.2439 (0.2558) loss_rec_sfr: 0.3098 (0.3617) loss_cl: -0.2791 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [06:19:18.465289] Epoch: [24] [ 640/2904] eta: 0:29:07 lr: 0.001453 loss: 0.2303 (0.2309) loss_rec_all: 0.2554 (0.2563) loss_rec_sfr: 0.3835 (0.3630) loss_cl: -0.2789 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [06:19:33.382668] Epoch: [24] [ 660/2904] eta: 0:28:50 lr: 0.001454 loss: 0.2223 (0.2308) loss_rec_all: 0.2474 (0.2562) loss_rec_sfr: 0.3239 (0.3627) loss_cl: -0.2785 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [06:19:48.304777] Epoch: [24] [ 680/2904] eta: 0:28:33 lr: 0.001454 loss: 0.2280 (0.2313) loss_rec_all: 0.2537 (0.2566) loss_rec_sfr: 0.3680 (0.3639) loss_cl: -0.2786 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [06:20:03.228882] Epoch: [24] [ 700/2904] eta: 0:28:16 lr: 0.001454 loss: 0.2206 (0.2315) loss_rec_all: 0.2463 (0.2568) loss_rec_sfr: 0.3204 (0.3643) loss_cl: -0.2790 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [06:20:18.154988] Epoch: [24] [ 720/2904] eta: 0:27:59 lr: 0.001455 loss: 0.2133 (0.2312) loss_rec_all: 0.2386 (0.2565) loss_rec_sfr: 0.3545 (0.3640) loss_cl: -0.2785 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [06:20:33.083275] Epoch: [24] [ 740/2904] eta: 0:27:42 lr: 0.001455 loss: 0.2202 (0.2313) loss_rec_all: 0.2454 (0.2566) loss_rec_sfr: 0.3249 (0.3638) loss_cl: -0.2775 (-0.2786) time: 0.7464 data: 0.0002 max mem: 29860 [06:20:48.012766] Epoch: [24] [ 760/2904] eta: 0:27:26 lr: 0.001456 loss: 0.2195 (0.2314) loss_rec_all: 0.2451 (0.2567) loss_rec_sfr: 0.3238 (0.3636) loss_cl: -0.2781 (-0.2786) time: 0.7464 data: 0.0002 max mem: 29860 [06:21:02.943144] Epoch: [24] [ 780/2904] eta: 0:27:09 lr: 0.001456 loss: 0.2245 (0.2315) loss_rec_all: 0.2496 (0.2568) loss_rec_sfr: 0.3716 (0.3641) loss_cl: -0.2785 (-0.2786) time: 0.7465 data: 0.0002 max mem: 29860 [06:21:17.869614] Epoch: [24] [ 800/2904] eta: 0:26:53 lr: 0.001457 loss: 0.2230 (0.2315) loss_rec_all: 0.2488 (0.2568) loss_rec_sfr: 0.3189 (0.3641) loss_cl: -0.2791 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [06:21:32.799807] Epoch: [24] [ 820/2904] eta: 0:26:36 lr: 0.001457 loss: 0.2216 (0.2317) loss_rec_all: 0.2473 (0.2570) loss_rec_sfr: 0.3533 (0.3647) loss_cl: -0.2791 (-0.2786) time: 0.7465 data: 0.0002 max mem: 29860 [06:21:47.724044] Epoch: [24] [ 840/2904] eta: 0:26:20 lr: 0.001457 loss: 0.2187 (0.2315) loss_rec_all: 0.2444 (0.2568) loss_rec_sfr: 0.3208 (0.3644) loss_cl: -0.2792 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [06:22:02.651576] Epoch: [24] [ 860/2904] eta: 0:26:04 lr: 0.001458 loss: 0.2198 (0.2316) loss_rec_all: 0.2450 (0.2569) loss_rec_sfr: 0.3579 (0.3646) loss_cl: -0.2780 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [06:22:17.576345] Epoch: [24] [ 880/2904] eta: 0:25:48 lr: 0.001458 loss: 0.2238 (0.2316) loss_rec_all: 0.2496 (0.2569) loss_rec_sfr: 0.3203 (0.3646) loss_cl: -0.2785 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [06:22:32.504478] Epoch: [24] [ 900/2904] eta: 0:25:31 lr: 0.001459 loss: 0.2181 (0.2317) loss_rec_all: 0.2436 (0.2570) loss_rec_sfr: 0.3197 (0.3645) loss_cl: -0.2781 (-0.2786) time: 0.7464 data: 0.0002 max mem: 29860 [06:22:47.427715] Epoch: [24] [ 920/2904] eta: 0:25:15 lr: 0.001459 loss: 0.2201 (0.2316) loss_rec_all: 0.2455 (0.2569) loss_rec_sfr: 0.3210 (0.3640) loss_cl: -0.2789 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [06:23:02.349880] Epoch: [24] [ 940/2904] eta: 0:24:59 lr: 0.001459 loss: 0.2222 (0.2317) loss_rec_all: 0.2473 (0.2570) loss_rec_sfr: 0.3434 (0.3645) loss_cl: -0.2779 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [06:23:17.273803] Epoch: [24] [ 960/2904] eta: 0:24:43 lr: 0.001460 loss: 0.2190 (0.2317) loss_rec_all: 0.2444 (0.2570) loss_rec_sfr: 0.3631 (0.3646) loss_cl: -0.2786 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [06:23:32.202503] Epoch: [24] [ 980/2904] eta: 0:24:27 lr: 0.001460 loss: 0.2206 (0.2316) loss_rec_all: 0.2463 (0.2569) loss_rec_sfr: 0.3130 (0.3639) loss_cl: -0.2786 (-0.2786) time: 0.7464 data: 0.0002 max mem: 29860 [06:23:47.128798] Epoch: [24] [1000/2904] eta: 0:24:12 lr: 0.001461 loss: 0.2167 (0.2315) loss_rec_all: 0.2421 (0.2568) loss_rec_sfr: 0.3154 (0.3638) loss_cl: -0.2784 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [06:24:02.052034] Epoch: [24] [1020/2904] eta: 0:23:56 lr: 0.001461 loss: 0.2190 (0.2315) loss_rec_all: 0.2443 (0.2568) loss_rec_sfr: 0.3246 (0.3637) loss_cl: -0.2790 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [06:24:16.977245] Epoch: [24] [1040/2904] eta: 0:23:40 lr: 0.001461 loss: 0.2169 (0.2312) loss_rec_all: 0.2426 (0.2566) loss_rec_sfr: 0.3511 (0.3635) loss_cl: -0.2789 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [06:24:31.905048] Epoch: [24] [1060/2904] eta: 0:23:24 lr: 0.001462 loss: 0.2153 (0.2311) loss_rec_all: 0.2406 (0.2564) loss_rec_sfr: 0.3255 (0.3632) loss_cl: -0.2787 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [06:24:46.831853] Epoch: [24] [1080/2904] eta: 0:23:08 lr: 0.001462 loss: 0.2266 (0.2312) loss_rec_all: 0.2519 (0.2565) loss_rec_sfr: 0.3297 (0.3632) loss_cl: -0.2787 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [06:25:01.755879] Epoch: [24] [1100/2904] eta: 0:22:53 lr: 0.001463 loss: 0.2213 (0.2312) loss_rec_all: 0.2464 (0.2565) loss_rec_sfr: 0.3258 (0.3633) loss_cl: -0.2783 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [06:25:16.684904] Epoch: [24] [1120/2904] eta: 0:22:37 lr: 0.001463 loss: 0.2208 (0.2313) loss_rec_all: 0.2459 (0.2566) loss_rec_sfr: 0.3627 (0.3637) loss_cl: -0.2790 (-0.2786) time: 0.7464 data: 0.0002 max mem: 29860 [06:25:31.612449] Epoch: [24] [1140/2904] eta: 0:22:21 lr: 0.001464 loss: 0.2169 (0.2313) loss_rec_all: 0.2427 (0.2566) loss_rec_sfr: 0.3148 (0.3635) loss_cl: -0.2786 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [06:25:46.537665] Epoch: [24] [1160/2904] eta: 0:22:06 lr: 0.001464 loss: 0.2258 (0.2313) loss_rec_all: 0.2509 (0.2566) loss_rec_sfr: 0.3255 (0.3636) loss_cl: -0.2783 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [06:26:01.464344] Epoch: [24] [1180/2904] eta: 0:21:50 lr: 0.001464 loss: 0.2172 (0.2311) loss_rec_all: 0.2428 (0.2565) loss_rec_sfr: 0.3298 (0.3633) loss_cl: -0.2789 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [06:26:16.392688] Epoch: [24] [1200/2904] eta: 0:21:34 lr: 0.001465 loss: 0.2189 (0.2312) loss_rec_all: 0.2441 (0.2565) loss_rec_sfr: 0.3664 (0.3634) loss_cl: -0.2791 (-0.2786) time: 0.7464 data: 0.0002 max mem: 29860 [06:26:31.323581] Epoch: [24] [1220/2904] eta: 0:21:19 lr: 0.001465 loss: 0.2178 (0.2311) loss_rec_all: 0.2435 (0.2564) loss_rec_sfr: 0.3225 (0.3633) loss_cl: -0.2788 (-0.2786) time: 0.7465 data: 0.0002 max mem: 29860 [06:26:46.260924] Epoch: [24] [1240/2904] eta: 0:21:03 lr: 0.001466 loss: 0.2168 (0.2310) loss_rec_all: 0.2420 (0.2564) loss_rec_sfr: 0.3154 (0.3630) loss_cl: -0.2790 (-0.2786) time: 0.7468 data: 0.0002 max mem: 29860 [06:27:01.194994] Epoch: [24] [1260/2904] eta: 0:20:48 lr: 0.001466 loss: 0.2165 (0.2309) loss_rec_all: 0.2423 (0.2562) loss_rec_sfr: 0.2977 (0.3623) loss_cl: -0.2786 (-0.2786) time: 0.7467 data: 0.0002 max mem: 29860 [06:27:16.122114] Epoch: [24] [1280/2904] eta: 0:20:32 lr: 0.001466 loss: 0.2174 (0.2307) loss_rec_all: 0.2432 (0.2560) loss_rec_sfr: 0.3250 (0.3619) loss_cl: -0.2784 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [06:27:31.055890] Epoch: [24] [1300/2904] eta: 0:20:17 lr: 0.001467 loss: 0.2251 (0.2309) loss_rec_all: 0.2508 (0.2562) loss_rec_sfr: 0.3547 (0.3624) loss_cl: -0.2776 (-0.2786) time: 0.7466 data: 0.0002 max mem: 29860 [06:27:45.984220] Epoch: [24] [1320/2904] eta: 0:20:01 lr: 0.001467 loss: 0.2207 (0.2310) loss_rec_all: 0.2461 (0.2563) loss_rec_sfr: 0.3636 (0.3628) loss_cl: -0.2789 (-0.2786) time: 0.7464 data: 0.0002 max mem: 29860 [06:28:00.911131] Epoch: [24] [1340/2904] eta: 0:19:46 lr: 0.001468 loss: 0.2176 (0.2309) loss_rec_all: 0.2429 (0.2562) loss_rec_sfr: 0.3305 (0.3627) loss_cl: -0.2787 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [06:28:15.836051] Epoch: [24] [1360/2904] eta: 0:19:30 lr: 0.001468 loss: 0.2279 (0.2311) loss_rec_all: 0.2534 (0.2564) loss_rec_sfr: 0.3272 (0.3630) loss_cl: -0.2779 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [06:28:30.758708] Epoch: [24] [1380/2904] eta: 0:19:15 lr: 0.001469 loss: 0.2198 (0.2311) loss_rec_all: 0.2452 (0.2564) loss_rec_sfr: 0.3224 (0.3631) loss_cl: -0.2787 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [06:28:45.682446] Epoch: [24] [1400/2904] eta: 0:18:59 lr: 0.001469 loss: 0.2158 (0.2310) loss_rec_all: 0.2411 (0.2563) loss_rec_sfr: 0.3158 (0.3630) loss_cl: -0.2791 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [06:29:00.606066] Epoch: [24] [1420/2904] eta: 0:18:44 lr: 0.001469 loss: 0.2183 (0.2310) loss_rec_all: 0.2437 (0.2563) loss_rec_sfr: 0.3447 (0.3630) loss_cl: -0.2788 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [06:29:15.523808] Epoch: [24] [1440/2904] eta: 0:18:29 lr: 0.001470 loss: 0.2184 (0.2309) loss_rec_all: 0.2438 (0.2562) loss_rec_sfr: 0.3714 (0.3630) loss_cl: -0.2788 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [06:29:30.455557] Epoch: [24] [1460/2904] eta: 0:18:13 lr: 0.001470 loss: 0.2231 (0.2308) loss_rec_all: 0.2489 (0.2561) loss_rec_sfr: 0.3244 (0.3627) loss_cl: -0.2780 (-0.2786) time: 0.7466 data: 0.0002 max mem: 29860 [06:29:45.380442] Epoch: [24] [1480/2904] eta: 0:17:58 lr: 0.001471 loss: 0.2257 (0.2309) loss_rec_all: 0.2509 (0.2562) loss_rec_sfr: 0.3382 (0.3629) loss_cl: -0.2787 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [06:30:00.305463] Epoch: [24] [1500/2904] eta: 0:17:43 lr: 0.001471 loss: 0.2204 (0.2309) loss_rec_all: 0.2463 (0.2562) loss_rec_sfr: 0.3161 (0.3628) loss_cl: -0.2782 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [06:30:15.233208] Epoch: [24] [1520/2904] eta: 0:17:27 lr: 0.001471 loss: 0.2240 (0.2310) loss_rec_all: 0.2493 (0.2563) loss_rec_sfr: 0.3251 (0.3629) loss_cl: -0.2794 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [06:30:30.159592] Epoch: [24] [1540/2904] eta: 0:17:12 lr: 0.001472 loss: 0.2182 (0.2310) loss_rec_all: 0.2440 (0.2563) loss_rec_sfr: 0.3416 (0.3629) loss_cl: -0.2783 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [06:30:45.086198] Epoch: [24] [1560/2904] eta: 0:16:57 lr: 0.001472 loss: 0.2214 (0.2310) loss_rec_all: 0.2470 (0.2563) loss_rec_sfr: 0.3214 (0.3629) loss_cl: -0.2781 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [06:31:00.015360] Epoch: [24] [1580/2904] eta: 0:16:41 lr: 0.001473 loss: 0.2158 (0.2309) loss_rec_all: 0.2409 (0.2562) loss_rec_sfr: 0.3112 (0.3624) loss_cl: -0.2783 (-0.2786) time: 0.7464 data: 0.0002 max mem: 29860 [06:31:14.944082] Epoch: [24] [1600/2904] eta: 0:16:26 lr: 0.001473 loss: 0.2156 (0.2307) loss_rec_all: 0.2412 (0.2561) loss_rec_sfr: 0.3138 (0.3621) loss_cl: -0.2785 (-0.2786) time: 0.7464 data: 0.0002 max mem: 29860 [06:31:29.866846] Epoch: [24] [1620/2904] eta: 0:16:11 lr: 0.001473 loss: 0.2171 (0.2307) loss_rec_all: 0.2427 (0.2560) loss_rec_sfr: 0.3102 (0.3618) loss_cl: -0.2781 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [06:31:44.792112] Epoch: [24] [1640/2904] eta: 0:15:55 lr: 0.001474 loss: 0.2268 (0.2307) loss_rec_all: 0.2526 (0.2560) loss_rec_sfr: 0.3177 (0.3617) loss_cl: -0.2796 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [06:31:59.715769] Epoch: [24] [1660/2904] eta: 0:15:40 lr: 0.001474 loss: 0.2150 (0.2307) loss_rec_all: 0.2403 (0.2560) loss_rec_sfr: 0.3482 (0.3616) loss_cl: -0.2792 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [06:32:14.637524] Epoch: [24] [1680/2904] eta: 0:15:25 lr: 0.001475 loss: 0.2228 (0.2307) loss_rec_all: 0.2482 (0.2561) loss_rec_sfr: 0.3667 (0.3619) loss_cl: -0.2783 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [06:32:29.564984] Epoch: [24] [1700/2904] eta: 0:15:10 lr: 0.001475 loss: 0.2222 (0.2307) loss_rec_all: 0.2473 (0.2561) loss_rec_sfr: 0.3614 (0.3621) loss_cl: -0.2784 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [06:32:44.489298] Epoch: [24] [1720/2904] eta: 0:14:54 lr: 0.001476 loss: 0.2185 (0.2307) loss_rec_all: 0.2443 (0.2560) loss_rec_sfr: 0.3520 (0.3621) loss_cl: -0.2796 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [06:32:59.414369] Epoch: [24] [1740/2904] eta: 0:14:39 lr: 0.001476 loss: 0.2207 (0.2307) loss_rec_all: 0.2463 (0.2560) loss_rec_sfr: 0.3189 (0.3620) loss_cl: -0.2786 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [06:33:14.339518] Epoch: [24] [1760/2904] eta: 0:14:24 lr: 0.001476 loss: 0.2179 (0.2307) loss_rec_all: 0.2433 (0.2560) loss_rec_sfr: 0.3034 (0.3618) loss_cl: -0.2782 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [06:33:29.263354] Epoch: [24] [1780/2904] eta: 0:14:09 lr: 0.001477 loss: 0.2225 (0.2306) loss_rec_all: 0.2480 (0.2560) loss_rec_sfr: 0.3181 (0.3616) loss_cl: -0.2777 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [06:33:44.189401] Epoch: [24] [1800/2904] eta: 0:13:53 lr: 0.001477 loss: 0.2223 (0.2306) loss_rec_all: 0.2480 (0.2560) loss_rec_sfr: 0.3173 (0.3615) loss_cl: -0.2783 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [06:33:59.117825] Epoch: [24] [1820/2904] eta: 0:13:38 lr: 0.001478 loss: 0.2152 (0.2305) loss_rec_all: 0.2404 (0.2558) loss_rec_sfr: 0.3140 (0.3612) loss_cl: -0.2791 (-0.2786) time: 0.7464 data: 0.0002 max mem: 29860 [06:34:14.038000] Epoch: [24] [1840/2904] eta: 0:13:23 lr: 0.001478 loss: 0.2179 (0.2305) loss_rec_all: 0.2431 (0.2558) loss_rec_sfr: 0.3625 (0.3613) loss_cl: -0.2785 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [06:34:28.965954] Epoch: [24] [1860/2904] eta: 0:13:08 lr: 0.001478 loss: 0.2233 (0.2305) loss_rec_all: 0.2489 (0.2558) loss_rec_sfr: 0.3287 (0.3613) loss_cl: -0.2784 (-0.2786) time: 0.7464 data: 0.0002 max mem: 29860 [06:34:43.894339] Epoch: [24] [1880/2904] eta: 0:12:53 lr: 0.001479 loss: 0.2231 (0.2306) loss_rec_all: 0.2484 (0.2559) loss_rec_sfr: 0.3582 (0.3615) loss_cl: -0.2789 (-0.2786) time: 0.7464 data: 0.0002 max mem: 29860 [06:34:58.819131] Epoch: [24] [1900/2904] eta: 0:12:37 lr: 0.001479 loss: 0.2189 (0.2305) loss_rec_all: 0.2440 (0.2558) loss_rec_sfr: 0.3613 (0.3615) loss_cl: -0.2784 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [06:35:13.747500] Epoch: [24] [1920/2904] eta: 0:12:22 lr: 0.001480 loss: 0.2206 (0.2305) loss_rec_all: 0.2464 (0.2558) loss_rec_sfr: 0.3175 (0.3615) loss_cl: -0.2788 (-0.2786) time: 0.7464 data: 0.0002 max mem: 29860 [06:35:28.671595] Epoch: [24] [1940/2904] eta: 0:12:07 lr: 0.001480 loss: 0.2168 (0.2306) loss_rec_all: 0.2425 (0.2559) loss_rec_sfr: 0.3638 (0.3618) loss_cl: -0.2796 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [06:35:43.600276] Epoch: [24] [1960/2904] eta: 0:11:52 lr: 0.001480 loss: 0.2240 (0.2305) loss_rec_all: 0.2495 (0.2559) loss_rec_sfr: 0.3230 (0.3618) loss_cl: -0.2780 (-0.2786) time: 0.7464 data: 0.0002 max mem: 29860 [06:35:58.523593] Epoch: [24] [1980/2904] eta: 0:11:37 lr: 0.001481 loss: 0.2266 (0.2306) loss_rec_all: 0.2523 (0.2559) loss_rec_sfr: 0.3217 (0.3618) loss_cl: -0.2783 (-0.2785) time: 0.7461 data: 0.0002 max mem: 29860 [06:36:13.450999] Epoch: [24] [2000/2904] eta: 0:11:22 lr: 0.001481 loss: 0.2200 (0.2306) loss_rec_all: 0.2458 (0.2559) loss_rec_sfr: 0.3218 (0.3618) loss_cl: -0.2791 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [06:36:28.379768] Epoch: [24] [2020/2904] eta: 0:11:06 lr: 0.001482 loss: 0.2220 (0.2306) loss_rec_all: 0.2478 (0.2559) loss_rec_sfr: 0.3296 (0.3616) loss_cl: -0.2802 (-0.2786) time: 0.7464 data: 0.0002 max mem: 29860 [06:36:43.300443] Epoch: [24] [2040/2904] eta: 0:10:51 lr: 0.001482 loss: 0.2188 (0.2305) loss_rec_all: 0.2446 (0.2558) loss_rec_sfr: 0.3236 (0.3616) loss_cl: -0.2785 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [06:36:58.221017] Epoch: [24] [2060/2904] eta: 0:10:36 lr: 0.001483 loss: 0.2234 (0.2306) loss_rec_all: 0.2490 (0.2559) loss_rec_sfr: 0.3152 (0.3615) loss_cl: -0.2777 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [06:37:13.140892] Epoch: [24] [2080/2904] eta: 0:10:21 lr: 0.001483 loss: 0.2211 (0.2306) loss_rec_all: 0.2467 (0.2559) loss_rec_sfr: 0.3166 (0.3613) loss_cl: -0.2783 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [06:37:28.062501] Epoch: [24] [2100/2904] eta: 0:10:06 lr: 0.001483 loss: 0.2161 (0.2305) loss_rec_all: 0.2416 (0.2558) loss_rec_sfr: 0.3233 (0.3610) loss_cl: -0.2795 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [06:37:42.985134] Epoch: [24] [2120/2904] eta: 0:09:51 lr: 0.001484 loss: 0.2178 (0.2304) loss_rec_all: 0.2439 (0.2558) loss_rec_sfr: 0.3250 (0.3609) loss_cl: -0.2796 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [06:37:57.909070] Epoch: [24] [2140/2904] eta: 0:09:35 lr: 0.001484 loss: 0.2211 (0.2305) loss_rec_all: 0.2466 (0.2558) loss_rec_sfr: 0.3516 (0.3611) loss_cl: -0.2781 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [06:38:12.836908] Epoch: [24] [2160/2904] eta: 0:09:20 lr: 0.001485 loss: 0.2214 (0.2305) loss_rec_all: 0.2471 (0.2558) loss_rec_sfr: 0.3508 (0.3612) loss_cl: -0.2782 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [06:38:27.762158] Epoch: [24] [2180/2904] eta: 0:09:05 lr: 0.001485 loss: 0.2165 (0.2304) loss_rec_all: 0.2419 (0.2557) loss_rec_sfr: 0.3335 (0.3610) loss_cl: -0.2786 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [06:38:42.688810] Epoch: [24] [2200/2904] eta: 0:08:50 lr: 0.001485 loss: 0.2201 (0.2304) loss_rec_all: 0.2455 (0.2558) loss_rec_sfr: 0.3177 (0.3610) loss_cl: -0.2793 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [06:38:57.613565] Epoch: [24] [2220/2904] eta: 0:08:35 lr: 0.001486 loss: 0.2211 (0.2305) loss_rec_all: 0.2462 (0.2558) loss_rec_sfr: 0.3639 (0.3612) loss_cl: -0.2785 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [06:39:12.534719] Epoch: [24] [2240/2904] eta: 0:08:20 lr: 0.001486 loss: 0.2205 (0.2305) loss_rec_all: 0.2455 (0.2558) loss_rec_sfr: 0.3558 (0.3614) loss_cl: -0.2780 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [06:39:27.460138] Epoch: [24] [2260/2904] eta: 0:08:05 lr: 0.001487 loss: 0.2168 (0.2305) loss_rec_all: 0.2420 (0.2558) loss_rec_sfr: 0.3585 (0.3614) loss_cl: -0.2783 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [06:39:42.384298] Epoch: [24] [2280/2904] eta: 0:07:50 lr: 0.001487 loss: 0.2235 (0.2304) loss_rec_all: 0.2490 (0.2557) loss_rec_sfr: 0.3295 (0.3613) loss_cl: -0.2788 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [06:39:57.309533] Epoch: [24] [2300/2904] eta: 0:07:35 lr: 0.001488 loss: 0.2208 (0.2303) loss_rec_all: 0.2459 (0.2557) loss_rec_sfr: 0.3601 (0.3612) loss_cl: -0.2795 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [06:40:12.235056] Epoch: [24] [2320/2904] eta: 0:07:19 lr: 0.001488 loss: 0.2273 (0.2304) loss_rec_all: 0.2529 (0.2558) loss_rec_sfr: 0.3618 (0.3615) loss_cl: -0.2789 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [06:40:27.154711] Epoch: [24] [2340/2904] eta: 0:07:04 lr: 0.001488 loss: 0.2204 (0.2305) loss_rec_all: 0.2462 (0.2558) loss_rec_sfr: 0.3704 (0.3617) loss_cl: -0.2791 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [06:40:42.075731] Epoch: [24] [2360/2904] eta: 0:06:49 lr: 0.001489 loss: 0.2215 (0.2305) loss_rec_all: 0.2467 (0.2558) loss_rec_sfr: 0.3632 (0.3617) loss_cl: -0.2789 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [06:40:56.999488] Epoch: [24] [2380/2904] eta: 0:06:34 lr: 0.001489 loss: 0.2188 (0.2304) loss_rec_all: 0.2445 (0.2558) loss_rec_sfr: 0.3682 (0.3617) loss_cl: -0.2785 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [06:41:11.918313] Epoch: [24] [2400/2904] eta: 0:06:19 lr: 0.001490 loss: 0.2155 (0.2304) loss_rec_all: 0.2414 (0.2557) loss_rec_sfr: 0.3617 (0.3617) loss_cl: -0.2787 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [06:41:26.842752] Epoch: [24] [2420/2904] eta: 0:06:04 lr: 0.001490 loss: 0.2167 (0.2304) loss_rec_all: 0.2420 (0.2557) loss_rec_sfr: 0.3505 (0.3617) loss_cl: -0.2788 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [06:41:41.769992] Epoch: [24] [2440/2904] eta: 0:05:49 lr: 0.001490 loss: 0.2216 (0.2303) loss_rec_all: 0.2473 (0.2557) loss_rec_sfr: 0.3173 (0.3615) loss_cl: -0.2790 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [06:41:56.687832] Epoch: [24] [2460/2904] eta: 0:05:34 lr: 0.001491 loss: 0.2198 (0.2303) loss_rec_all: 0.2456 (0.2556) loss_rec_sfr: 0.3183 (0.3614) loss_cl: -0.2788 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [06:42:11.613007] Epoch: [24] [2480/2904] eta: 0:05:19 lr: 0.001491 loss: 0.2209 (0.2303) loss_rec_all: 0.2464 (0.2557) loss_rec_sfr: 0.3679 (0.3615) loss_cl: -0.2783 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [06:42:26.534832] Epoch: [24] [2500/2904] eta: 0:05:04 lr: 0.001492 loss: 0.2197 (0.2303) loss_rec_all: 0.2452 (0.2556) loss_rec_sfr: 0.3262 (0.3615) loss_cl: -0.2793 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [06:42:41.454482] Epoch: [24] [2520/2904] eta: 0:04:49 lr: 0.001492 loss: 0.2209 (0.2303) loss_rec_all: 0.2462 (0.2557) loss_rec_sfr: 0.3563 (0.3616) loss_cl: -0.2796 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [06:42:56.372038] Epoch: [24] [2540/2904] eta: 0:04:33 lr: 0.001492 loss: 0.2173 (0.2303) loss_rec_all: 0.2429 (0.2556) loss_rec_sfr: 0.3319 (0.3616) loss_cl: -0.2787 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [06:43:11.291845] Epoch: [24] [2560/2904] eta: 0:04:18 lr: 0.001493 loss: 0.2176 (0.2303) loss_rec_all: 0.2434 (0.2556) loss_rec_sfr: 0.3298 (0.3615) loss_cl: -0.2785 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [06:43:26.209846] Epoch: [24] [2580/2904] eta: 0:04:03 lr: 0.001493 loss: 0.2182 (0.2303) loss_rec_all: 0.2436 (0.2556) loss_rec_sfr: 0.3159 (0.3614) loss_cl: -0.2789 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [06:43:41.123314] Epoch: [24] [2600/2904] eta: 0:03:48 lr: 0.001494 loss: 0.2211 (0.2303) loss_rec_all: 0.2464 (0.2556) loss_rec_sfr: 0.3276 (0.3615) loss_cl: -0.2788 (-0.2786) time: 0.7456 data: 0.0002 max mem: 29860 [06:43:56.044201] Epoch: [24] [2620/2904] eta: 0:03:33 lr: 0.001494 loss: 0.2208 (0.2303) loss_rec_all: 0.2464 (0.2556) loss_rec_sfr: 0.3237 (0.3614) loss_cl: -0.2796 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [06:44:10.964683] Epoch: [24] [2640/2904] eta: 0:03:18 lr: 0.001495 loss: 0.2219 (0.2303) loss_rec_all: 0.2476 (0.2556) loss_rec_sfr: 0.3163 (0.3615) loss_cl: -0.2785 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [06:44:25.889197] Epoch: [24] [2660/2904] eta: 0:03:03 lr: 0.001495 loss: 0.2183 (0.2303) loss_rec_all: 0.2440 (0.2556) loss_rec_sfr: 0.3176 (0.3614) loss_cl: -0.2780 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [06:44:40.811805] Epoch: [24] [2680/2904] eta: 0:02:48 lr: 0.001495 loss: 0.2186 (0.2303) loss_rec_all: 0.2444 (0.2556) loss_rec_sfr: 0.3550 (0.3615) loss_cl: -0.2784 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [06:44:55.738404] Epoch: [24] [2700/2904] eta: 0:02:33 lr: 0.001496 loss: 0.2283 (0.2303) loss_rec_all: 0.2542 (0.2556) loss_rec_sfr: 0.3267 (0.3616) loss_cl: -0.2789 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [06:45:10.659304] Epoch: [24] [2720/2904] eta: 0:02:18 lr: 0.001496 loss: 0.2263 (0.2303) loss_rec_all: 0.2515 (0.2556) loss_rec_sfr: 0.3281 (0.3616) loss_cl: -0.2790 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [06:45:25.578564] Epoch: [24] [2740/2904] eta: 0:02:03 lr: 0.001497 loss: 0.2179 (0.2304) loss_rec_all: 0.2436 (0.2557) loss_rec_sfr: 0.3205 (0.3617) loss_cl: -0.2782 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [06:45:40.503078] Epoch: [24] [2760/2904] eta: 0:01:48 lr: 0.001497 loss: 0.2213 (0.2304) loss_rec_all: 0.2465 (0.2558) loss_rec_sfr: 0.3570 (0.3618) loss_cl: -0.2781 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [06:45:55.422627] Epoch: [24] [2780/2904] eta: 0:01:33 lr: 0.001497 loss: 0.2180 (0.2304) loss_rec_all: 0.2432 (0.2557) loss_rec_sfr: 0.3309 (0.3617) loss_cl: -0.2789 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [06:46:10.343087] Epoch: [24] [2800/2904] eta: 0:01:18 lr: 0.001498 loss: 0.2230 (0.2304) loss_rec_all: 0.2486 (0.2557) loss_rec_sfr: 0.3203 (0.3618) loss_cl: -0.2796 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [06:46:25.263065] Epoch: [24] [2820/2904] eta: 0:01:03 lr: 0.001498 loss: 0.2174 (0.2304) loss_rec_all: 0.2431 (0.2557) loss_rec_sfr: 0.3572 (0.3618) loss_cl: -0.2788 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [06:46:40.218799] Epoch: [24] [2840/2904] eta: 0:00:48 lr: 0.001499 loss: 0.2210 (0.2304) loss_rec_all: 0.2463 (0.2557) loss_rec_sfr: 0.3140 (0.3618) loss_cl: -0.2784 (-0.2786) time: 0.7478 data: 0.0023 max mem: 29860 [06:46:55.128142] Epoch: [24] [2860/2904] eta: 0:00:33 lr: 0.001499 loss: 0.2167 (0.2304) loss_rec_all: 0.2422 (0.2557) loss_rec_sfr: 0.3170 (0.3617) loss_cl: -0.2779 (-0.2786) time: 0.7454 data: 0.0001 max mem: 29860 [06:47:10.040211] Epoch: [24] [2880/2904] eta: 0:00:18 lr: 0.001500 loss: 0.2166 (0.2303) loss_rec_all: 0.2425 (0.2557) loss_rec_sfr: 0.3152 (0.3616) loss_cl: -0.2782 (-0.2786) time: 0.7456 data: 0.0001 max mem: 29860 [06:47:24.955564] Epoch: [24] [2900/2904] eta: 0:00:03 lr: 0.001500 loss: 0.2198 (0.2303) loss_rec_all: 0.2454 (0.2556) loss_rec_sfr: 0.3615 (0.3616) loss_cl: -0.2791 (-0.2786) time: 0.7457 data: 0.0001 max mem: 29860 [06:47:27.198905] Epoch: [24] [2903/2904] eta: 0:00:00 lr: 0.001500 loss: 0.2198 (0.2303) loss_rec_all: 0.2454 (0.2557) loss_rec_sfr: 0.3644 (0.3616) loss_cl: -0.2791 (-0.2786) time: 0.7456 data: 0.0001 max mem: 29860 [06:47:29.194359] Epoch: [24] Total time: 0:36:25 (0.7526 s / it) [06:47:29.195216] Averaged stats: lr: 0.001500 loss: 0.2198 (0.2325) loss_rec_all: 0.2454 (0.2555) loss_rec_sfr: 0.3644 (0.3619) loss_cl: -0.2791 (-0.2552) [06:47:29.199871] log_dir: ./checkpoint/VF2_ViT-B [06:47:46.078082] Epoch: [25] [ 0/2904] eta: 13:36:52 lr: 0.001500 loss: 0.2732 (0.2732) loss_rec_all: 0.2976 (0.2976) loss_rec_sfr: 0.4918 (0.4918) loss_cl: -0.2777 (-0.2777) time: 16.8776 data: 16.1465 max mem: 29860 [06:48:03.627547] Epoch: [25] [ 20/2904] eta: 1:18:47 lr: 0.001500 loss: 0.2180 (0.2305) loss_rec_all: 0.2437 (0.2558) loss_rec_sfr: 0.3090 (0.3524) loss_cl: -0.2786 (-0.2785) time: 0.8774 data: 0.0002 max mem: 29860 [06:48:18.500507] Epoch: [25] [ 40/2904] eta: 0:57:23 lr: 0.001501 loss: 0.2151 (0.2269) loss_rec_all: 0.2408 (0.2523) loss_rec_sfr: 0.3439 (0.3508) loss_cl: -0.2792 (-0.2787) time: 0.7436 data: 0.0002 max mem: 29860 [06:48:33.398973] Epoch: [25] [ 60/2904] eta: 0:49:53 lr: 0.001501 loss: 0.2227 (0.2286) loss_rec_all: 0.2480 (0.2540) loss_rec_sfr: 0.3542 (0.3568) loss_cl: -0.2793 (-0.2788) time: 0.7449 data: 0.0002 max mem: 29860 [06:48:48.289972] Epoch: [25] [ 80/2904] eta: 0:45:57 lr: 0.001502 loss: 0.2208 (0.2292) loss_rec_all: 0.2464 (0.2545) loss_rec_sfr: 0.3202 (0.3568) loss_cl: -0.2789 (-0.2788) time: 0.7445 data: 0.0002 max mem: 29860 [06:49:03.200590] Epoch: [25] [ 100/2904] eta: 0:43:29 lr: 0.001502 loss: 0.2214 (0.2312) loss_rec_all: 0.2470 (0.2565) loss_rec_sfr: 0.3269 (0.3628) loss_cl: -0.2788 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [06:49:18.112074] Epoch: [25] [ 120/2904] eta: 0:41:45 lr: 0.001502 loss: 0.2207 (0.2311) loss_rec_all: 0.2460 (0.2564) loss_rec_sfr: 0.3442 (0.3629) loss_cl: -0.2786 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [06:49:33.026975] Epoch: [25] [ 140/2904] eta: 0:40:27 lr: 0.001503 loss: 0.2184 (0.2316) loss_rec_all: 0.2435 (0.2569) loss_rec_sfr: 0.3654 (0.3657) loss_cl: -0.2786 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [06:49:47.961425] Epoch: [25] [ 160/2904] eta: 0:39:24 lr: 0.001503 loss: 0.2153 (0.2299) loss_rec_all: 0.2409 (0.2552) loss_rec_sfr: 0.3313 (0.3618) loss_cl: -0.2784 (-0.2787) time: 0.7467 data: 0.0002 max mem: 29860 [06:50:02.886097] Epoch: [25] [ 180/2904] eta: 0:38:32 lr: 0.001504 loss: 0.2220 (0.2295) loss_rec_all: 0.2474 (0.2549) loss_rec_sfr: 0.3217 (0.3599) loss_cl: -0.2780 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [06:50:17.835501] Epoch: [25] [ 200/2904] eta: 0:37:48 lr: 0.001504 loss: 0.2222 (0.2300) loss_rec_all: 0.2480 (0.2553) loss_rec_sfr: 0.3528 (0.3622) loss_cl: -0.2795 (-0.2787) time: 0.7474 data: 0.0002 max mem: 29860 [06:50:32.759106] Epoch: [25] [ 220/2904] eta: 0:37:09 lr: 0.001505 loss: 0.2134 (0.2296) loss_rec_all: 0.2395 (0.2549) loss_rec_sfr: 0.3473 (0.3616) loss_cl: -0.2788 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [06:50:47.680326] Epoch: [25] [ 240/2904] eta: 0:36:33 lr: 0.001505 loss: 0.2181 (0.2292) loss_rec_all: 0.2433 (0.2546) loss_rec_sfr: 0.3154 (0.3598) loss_cl: -0.2783 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [06:51:02.596050] Epoch: [25] [ 260/2904] eta: 0:36:01 lr: 0.001505 loss: 0.2161 (0.2293) loss_rec_all: 0.2413 (0.2546) loss_rec_sfr: 0.3562 (0.3608) loss_cl: -0.2777 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [06:51:17.512799] Epoch: [25] [ 280/2904] eta: 0:35:31 lr: 0.001506 loss: 0.2189 (0.2291) loss_rec_all: 0.2447 (0.2545) loss_rec_sfr: 0.3217 (0.3592) loss_cl: -0.2794 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [06:51:32.429320] Epoch: [25] [ 300/2904] eta: 0:35:04 lr: 0.001506 loss: 0.2188 (0.2290) loss_rec_all: 0.2443 (0.2544) loss_rec_sfr: 0.3285 (0.3589) loss_cl: -0.2782 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [06:51:47.347850] Epoch: [25] [ 320/2904] eta: 0:34:37 lr: 0.001507 loss: 0.2189 (0.2288) loss_rec_all: 0.2441 (0.2542) loss_rec_sfr: 0.3161 (0.3583) loss_cl: -0.2779 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [06:52:02.267546] Epoch: [25] [ 340/2904] eta: 0:34:13 lr: 0.001507 loss: 0.2168 (0.2287) loss_rec_all: 0.2426 (0.2540) loss_rec_sfr: 0.3200 (0.3581) loss_cl: -0.2790 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [06:52:17.188270] Epoch: [25] [ 360/2904] eta: 0:33:49 lr: 0.001507 loss: 0.2194 (0.2290) loss_rec_all: 0.2448 (0.2544) loss_rec_sfr: 0.3121 (0.3583) loss_cl: -0.2792 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [06:52:32.110952] Epoch: [25] [ 380/2904] eta: 0:33:26 lr: 0.001508 loss: 0.2180 (0.2290) loss_rec_all: 0.2433 (0.2543) loss_rec_sfr: 0.3650 (0.3591) loss_cl: -0.2784 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [06:52:47.032584] Epoch: [25] [ 400/2904] eta: 0:33:04 lr: 0.001508 loss: 0.2174 (0.2287) loss_rec_all: 0.2433 (0.2541) loss_rec_sfr: 0.3164 (0.3580) loss_cl: -0.2790 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [06:53:01.950436] Epoch: [25] [ 420/2904] eta: 0:32:43 lr: 0.001509 loss: 0.2193 (0.2286) loss_rec_all: 0.2445 (0.2540) loss_rec_sfr: 0.3148 (0.3574) loss_cl: -0.2784 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [06:53:16.873095] Epoch: [25] [ 440/2904] eta: 0:32:22 lr: 0.001509 loss: 0.2168 (0.2286) loss_rec_all: 0.2423 (0.2539) loss_rec_sfr: 0.3095 (0.3565) loss_cl: -0.2783 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [06:53:31.791476] Epoch: [25] [ 460/2904] eta: 0:32:02 lr: 0.001510 loss: 0.2183 (0.2283) loss_rec_all: 0.2440 (0.2537) loss_rec_sfr: 0.3164 (0.3552) loss_cl: -0.2794 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [06:53:46.712529] Epoch: [25] [ 480/2904] eta: 0:31:42 lr: 0.001510 loss: 0.2158 (0.2284) loss_rec_all: 0.2411 (0.2538) loss_rec_sfr: 0.3559 (0.3559) loss_cl: -0.2793 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [06:54:01.631819] Epoch: [25] [ 500/2904] eta: 0:31:22 lr: 0.001510 loss: 0.2173 (0.2284) loss_rec_all: 0.2431 (0.2538) loss_rec_sfr: 0.3240 (0.3559) loss_cl: -0.2790 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [06:54:16.557685] Epoch: [25] [ 520/2904] eta: 0:31:03 lr: 0.001511 loss: 0.2188 (0.2284) loss_rec_all: 0.2444 (0.2537) loss_rec_sfr: 0.3217 (0.3557) loss_cl: -0.2774 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [06:54:31.497041] Epoch: [25] [ 540/2904] eta: 0:30:45 lr: 0.001511 loss: 0.2190 (0.2285) loss_rec_all: 0.2444 (0.2538) loss_rec_sfr: 0.3483 (0.3561) loss_cl: -0.2777 (-0.2786) time: 0.7469 data: 0.0002 max mem: 29860 [06:54:46.425857] Epoch: [25] [ 560/2904] eta: 0:30:26 lr: 0.001512 loss: 0.2170 (0.2286) loss_rec_all: 0.2430 (0.2540) loss_rec_sfr: 0.3209 (0.3563) loss_cl: -0.2790 (-0.2786) time: 0.7464 data: 0.0002 max mem: 29860 [06:55:01.352070] Epoch: [25] [ 580/2904] eta: 0:30:08 lr: 0.001512 loss: 0.2213 (0.2286) loss_rec_all: 0.2467 (0.2540) loss_rec_sfr: 0.3352 (0.3563) loss_cl: -0.2792 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [06:55:16.272696] Epoch: [25] [ 600/2904] eta: 0:29:50 lr: 0.001512 loss: 0.2180 (0.2285) loss_rec_all: 0.2433 (0.2538) loss_rec_sfr: 0.3181 (0.3558) loss_cl: -0.2787 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [06:55:31.188182] Epoch: [25] [ 620/2904] eta: 0:29:32 lr: 0.001513 loss: 0.2194 (0.2285) loss_rec_all: 0.2445 (0.2539) loss_rec_sfr: 0.3272 (0.3559) loss_cl: -0.2781 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [06:55:46.107723] Epoch: [25] [ 640/2904] eta: 0:29:14 lr: 0.001513 loss: 0.2261 (0.2289) loss_rec_all: 0.2519 (0.2542) loss_rec_sfr: 0.3804 (0.3576) loss_cl: -0.2784 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [06:56:01.028814] Epoch: [25] [ 660/2904] eta: 0:28:57 lr: 0.001514 loss: 0.2173 (0.2288) loss_rec_all: 0.2430 (0.2542) loss_rec_sfr: 0.3308 (0.3574) loss_cl: -0.2791 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [06:56:15.950771] Epoch: [25] [ 680/2904] eta: 0:28:40 lr: 0.001514 loss: 0.2162 (0.2286) loss_rec_all: 0.2423 (0.2540) loss_rec_sfr: 0.3199 (0.3571) loss_cl: -0.2796 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [06:56:30.881204] Epoch: [25] [ 700/2904] eta: 0:28:22 lr: 0.001514 loss: 0.2216 (0.2289) loss_rec_all: 0.2468 (0.2543) loss_rec_sfr: 0.3616 (0.3580) loss_cl: -0.2777 (-0.2786) time: 0.7465 data: 0.0002 max mem: 29860 [06:56:45.801433] Epoch: [25] [ 720/2904] eta: 0:28:05 lr: 0.001515 loss: 0.2220 (0.2292) loss_rec_all: 0.2471 (0.2546) loss_rec_sfr: 0.3698 (0.3589) loss_cl: -0.2772 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [06:57:00.720275] Epoch: [25] [ 740/2904] eta: 0:27:48 lr: 0.001515 loss: 0.2222 (0.2294) loss_rec_all: 0.2472 (0.2547) loss_rec_sfr: 0.3201 (0.3593) loss_cl: -0.2783 (-0.2785) time: 0.7459 data: 0.0002 max mem: 29860 [06:57:15.640721] Epoch: [25] [ 760/2904] eta: 0:27:32 lr: 0.001516 loss: 0.2271 (0.2297) loss_rec_all: 0.2527 (0.2551) loss_rec_sfr: 0.3609 (0.3601) loss_cl: -0.2795 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [06:57:30.562381] Epoch: [25] [ 780/2904] eta: 0:27:15 lr: 0.001516 loss: 0.2169 (0.2296) loss_rec_all: 0.2428 (0.2549) loss_rec_sfr: 0.3170 (0.3599) loss_cl: -0.2796 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [06:57:45.484951] Epoch: [25] [ 800/2904] eta: 0:26:58 lr: 0.001517 loss: 0.2255 (0.2300) loss_rec_all: 0.2511 (0.2553) loss_rec_sfr: 0.3240 (0.3607) loss_cl: -0.2786 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [06:58:00.410704] Epoch: [25] [ 820/2904] eta: 0:26:42 lr: 0.001517 loss: 0.2194 (0.2300) loss_rec_all: 0.2444 (0.2553) loss_rec_sfr: 0.3501 (0.3609) loss_cl: -0.2775 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [06:58:15.337079] Epoch: [25] [ 840/2904] eta: 0:26:25 lr: 0.001517 loss: 0.2148 (0.2299) loss_rec_all: 0.2406 (0.2552) loss_rec_sfr: 0.3630 (0.3613) loss_cl: -0.2780 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [06:58:30.256764] Epoch: [25] [ 860/2904] eta: 0:26:09 lr: 0.001518 loss: 0.2213 (0.2301) loss_rec_all: 0.2469 (0.2554) loss_rec_sfr: 0.3574 (0.3620) loss_cl: -0.2784 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [06:58:45.175890] Epoch: [25] [ 880/2904] eta: 0:25:52 lr: 0.001518 loss: 0.2168 (0.2300) loss_rec_all: 0.2425 (0.2553) loss_rec_sfr: 0.3429 (0.3619) loss_cl: -0.2793 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [06:59:00.096699] Epoch: [25] [ 900/2904] eta: 0:25:36 lr: 0.001519 loss: 0.2181 (0.2302) loss_rec_all: 0.2437 (0.2555) loss_rec_sfr: 0.3616 (0.3625) loss_cl: -0.2795 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [06:59:15.014049] Epoch: [25] [ 920/2904] eta: 0:25:20 lr: 0.001519 loss: 0.2204 (0.2302) loss_rec_all: 0.2457 (0.2555) loss_rec_sfr: 0.3182 (0.3625) loss_cl: -0.2791 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [06:59:29.937622] Epoch: [25] [ 940/2904] eta: 0:25:04 lr: 0.001519 loss: 0.2212 (0.2301) loss_rec_all: 0.2467 (0.2554) loss_rec_sfr: 0.3619 (0.3624) loss_cl: -0.2783 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [06:59:44.865783] Epoch: [25] [ 960/2904] eta: 0:24:48 lr: 0.001520 loss: 0.2156 (0.2300) loss_rec_all: 0.2410 (0.2553) loss_rec_sfr: 0.3182 (0.3619) loss_cl: -0.2790 (-0.2786) time: 0.7464 data: 0.0002 max mem: 29860 [06:59:59.789967] Epoch: [25] [ 980/2904] eta: 0:24:32 lr: 0.001520 loss: 0.2142 (0.2300) loss_rec_all: 0.2401 (0.2553) loss_rec_sfr: 0.3203 (0.3618) loss_cl: -0.2789 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [07:00:14.719851] Epoch: [25] [1000/2904] eta: 0:24:16 lr: 0.001521 loss: 0.2173 (0.2299) loss_rec_all: 0.2431 (0.2553) loss_rec_sfr: 0.3151 (0.3616) loss_cl: -0.2790 (-0.2786) time: 0.7465 data: 0.0002 max mem: 29860 [07:00:29.641403] Epoch: [25] [1020/2904] eta: 0:24:00 lr: 0.001521 loss: 0.2208 (0.2300) loss_rec_all: 0.2461 (0.2553) loss_rec_sfr: 0.3475 (0.3617) loss_cl: -0.2785 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [07:00:44.561537] Epoch: [25] [1040/2904] eta: 0:23:44 lr: 0.001521 loss: 0.2180 (0.2299) loss_rec_all: 0.2438 (0.2552) loss_rec_sfr: 0.3169 (0.3615) loss_cl: -0.2789 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [07:00:59.481163] Epoch: [25] [1060/2904] eta: 0:23:28 lr: 0.001522 loss: 0.2187 (0.2299) loss_rec_all: 0.2442 (0.2552) loss_rec_sfr: 0.3237 (0.3614) loss_cl: -0.2791 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [07:01:14.403036] Epoch: [25] [1080/2904] eta: 0:23:12 lr: 0.001522 loss: 0.2166 (0.2297) loss_rec_all: 0.2420 (0.2551) loss_rec_sfr: 0.3128 (0.3610) loss_cl: -0.2794 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [07:01:29.323352] Epoch: [25] [1100/2904] eta: 0:22:56 lr: 0.001523 loss: 0.2170 (0.2297) loss_rec_all: 0.2424 (0.2550) loss_rec_sfr: 0.3583 (0.3610) loss_cl: -0.2787 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [07:01:44.248682] Epoch: [25] [1120/2904] eta: 0:22:40 lr: 0.001523 loss: 0.2205 (0.2296) loss_rec_all: 0.2460 (0.2550) loss_rec_sfr: 0.3163 (0.3607) loss_cl: -0.2788 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [07:01:59.172336] Epoch: [25] [1140/2904] eta: 0:22:24 lr: 0.001524 loss: 0.2143 (0.2295) loss_rec_all: 0.2401 (0.2549) loss_rec_sfr: 0.3589 (0.3606) loss_cl: -0.2795 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [07:02:14.098036] Epoch: [25] [1160/2904] eta: 0:22:09 lr: 0.001524 loss: 0.2204 (0.2296) loss_rec_all: 0.2456 (0.2549) loss_rec_sfr: 0.3592 (0.3608) loss_cl: -0.2783 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [07:02:29.027495] Epoch: [25] [1180/2904] eta: 0:21:53 lr: 0.001524 loss: 0.2163 (0.2294) loss_rec_all: 0.2419 (0.2547) loss_rec_sfr: 0.3179 (0.3602) loss_cl: -0.2781 (-0.2786) time: 0.7464 data: 0.0002 max mem: 29860 [07:02:43.952184] Epoch: [25] [1200/2904] eta: 0:21:37 lr: 0.001525 loss: 0.2201 (0.2295) loss_rec_all: 0.2455 (0.2548) loss_rec_sfr: 0.3543 (0.3606) loss_cl: -0.2786 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [07:02:58.872148] Epoch: [25] [1220/2904] eta: 0:21:22 lr: 0.001525 loss: 0.2174 (0.2294) loss_rec_all: 0.2427 (0.2547) loss_rec_sfr: 0.3599 (0.3605) loss_cl: -0.2790 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [07:03:13.796467] Epoch: [25] [1240/2904] eta: 0:21:06 lr: 0.001526 loss: 0.2170 (0.2293) loss_rec_all: 0.2424 (0.2547) loss_rec_sfr: 0.3224 (0.3602) loss_cl: -0.2793 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [07:03:28.717599] Epoch: [25] [1260/2904] eta: 0:20:50 lr: 0.001526 loss: 0.2211 (0.2293) loss_rec_all: 0.2469 (0.2547) loss_rec_sfr: 0.3192 (0.3603) loss_cl: -0.2786 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [07:03:43.636500] Epoch: [25] [1280/2904] eta: 0:20:35 lr: 0.001526 loss: 0.2185 (0.2293) loss_rec_all: 0.2438 (0.2547) loss_rec_sfr: 0.3413 (0.3603) loss_cl: -0.2778 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [07:03:58.555798] Epoch: [25] [1300/2904] eta: 0:20:19 lr: 0.001527 loss: 0.2225 (0.2295) loss_rec_all: 0.2476 (0.2549) loss_rec_sfr: 0.3720 (0.3609) loss_cl: -0.2778 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [07:04:13.474179] Epoch: [25] [1320/2904] eta: 0:20:04 lr: 0.001527 loss: 0.2228 (0.2297) loss_rec_all: 0.2477 (0.2551) loss_rec_sfr: 0.3824 (0.3616) loss_cl: -0.2790 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [07:04:28.394542] Epoch: [25] [1340/2904] eta: 0:19:48 lr: 0.001528 loss: 0.2199 (0.2298) loss_rec_all: 0.2451 (0.2551) loss_rec_sfr: 0.3581 (0.3618) loss_cl: -0.2787 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [07:04:43.314941] Epoch: [25] [1360/2904] eta: 0:19:33 lr: 0.001528 loss: 0.2198 (0.2299) loss_rec_all: 0.2456 (0.2552) loss_rec_sfr: 0.3526 (0.3622) loss_cl: -0.2781 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [07:04:58.236339] Epoch: [25] [1380/2904] eta: 0:19:17 lr: 0.001529 loss: 0.2226 (0.2299) loss_rec_all: 0.2478 (0.2552) loss_rec_sfr: 0.3191 (0.3621) loss_cl: -0.2789 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [07:05:13.159947] Epoch: [25] [1400/2904] eta: 0:19:02 lr: 0.001529 loss: 0.2163 (0.2299) loss_rec_all: 0.2417 (0.2552) loss_rec_sfr: 0.3516 (0.3622) loss_cl: -0.2779 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [07:05:28.086039] Epoch: [25] [1420/2904] eta: 0:18:46 lr: 0.001529 loss: 0.2204 (0.2298) loss_rec_all: 0.2456 (0.2551) loss_rec_sfr: 0.3181 (0.3618) loss_cl: -0.2786 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [07:05:43.007430] Epoch: [25] [1440/2904] eta: 0:18:31 lr: 0.001530 loss: 0.2200 (0.2298) loss_rec_all: 0.2451 (0.2551) loss_rec_sfr: 0.3597 (0.3619) loss_cl: -0.2794 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [07:05:57.935314] Epoch: [25] [1460/2904] eta: 0:18:15 lr: 0.001530 loss: 0.2163 (0.2297) loss_rec_all: 0.2416 (0.2550) loss_rec_sfr: 0.3215 (0.3615) loss_cl: -0.2789 (-0.2786) time: 0.7464 data: 0.0002 max mem: 29860 [07:06:12.867905] Epoch: [25] [1480/2904] eta: 0:18:00 lr: 0.001531 loss: 0.2161 (0.2296) loss_rec_all: 0.2421 (0.2549) loss_rec_sfr: 0.3219 (0.3612) loss_cl: -0.2787 (-0.2786) time: 0.7466 data: 0.0002 max mem: 29860 [07:06:27.791341] Epoch: [25] [1500/2904] eta: 0:17:44 lr: 0.001531 loss: 0.2253 (0.2297) loss_rec_all: 0.2511 (0.2551) loss_rec_sfr: 0.3350 (0.3615) loss_cl: -0.2794 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [07:06:42.717934] Epoch: [25] [1520/2904] eta: 0:17:29 lr: 0.001531 loss: 0.2173 (0.2297) loss_rec_all: 0.2429 (0.2550) loss_rec_sfr: 0.3208 (0.3613) loss_cl: -0.2798 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [07:06:57.655207] Epoch: [25] [1540/2904] eta: 0:17:14 lr: 0.001532 loss: 0.2172 (0.2297) loss_rec_all: 0.2426 (0.2550) loss_rec_sfr: 0.3263 (0.3614) loss_cl: -0.2791 (-0.2786) time: 0.7468 data: 0.0002 max mem: 29860 [07:07:12.577072] Epoch: [25] [1560/2904] eta: 0:16:58 lr: 0.001532 loss: 0.2134 (0.2297) loss_rec_all: 0.2391 (0.2550) loss_rec_sfr: 0.3180 (0.3613) loss_cl: -0.2784 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [07:07:27.503945] Epoch: [25] [1580/2904] eta: 0:16:43 lr: 0.001533 loss: 0.2189 (0.2297) loss_rec_all: 0.2444 (0.2550) loss_rec_sfr: 0.3267 (0.3613) loss_cl: -0.2780 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [07:07:42.427826] Epoch: [25] [1600/2904] eta: 0:16:28 lr: 0.001533 loss: 0.2190 (0.2298) loss_rec_all: 0.2444 (0.2551) loss_rec_sfr: 0.3621 (0.3615) loss_cl: -0.2783 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [07:07:57.354136] Epoch: [25] [1620/2904] eta: 0:16:12 lr: 0.001533 loss: 0.2192 (0.2298) loss_rec_all: 0.2442 (0.2551) loss_rec_sfr: 0.3560 (0.3617) loss_cl: -0.2784 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [07:08:12.278019] Epoch: [25] [1640/2904] eta: 0:15:57 lr: 0.001534 loss: 0.2183 (0.2297) loss_rec_all: 0.2434 (0.2550) loss_rec_sfr: 0.3168 (0.3614) loss_cl: -0.2784 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [07:08:27.196569] Epoch: [25] [1660/2904] eta: 0:15:42 lr: 0.001534 loss: 0.2175 (0.2297) loss_rec_all: 0.2428 (0.2550) loss_rec_sfr: 0.3226 (0.3614) loss_cl: -0.2780 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [07:08:42.116107] Epoch: [25] [1680/2904] eta: 0:15:26 lr: 0.001535 loss: 0.2181 (0.2297) loss_rec_all: 0.2437 (0.2550) loss_rec_sfr: 0.3277 (0.3613) loss_cl: -0.2785 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [07:08:57.050490] Epoch: [25] [1700/2904] eta: 0:15:11 lr: 0.001535 loss: 0.2176 (0.2297) loss_rec_all: 0.2429 (0.2551) loss_rec_sfr: 0.3578 (0.3615) loss_cl: -0.2789 (-0.2786) time: 0.7467 data: 0.0002 max mem: 29860 [07:09:11.970057] Epoch: [25] [1720/2904] eta: 0:14:56 lr: 0.001536 loss: 0.2161 (0.2297) loss_rec_all: 0.2418 (0.2550) loss_rec_sfr: 0.3204 (0.3614) loss_cl: -0.2794 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [07:09:26.892446] Epoch: [25] [1740/2904] eta: 0:14:40 lr: 0.001536 loss: 0.2202 (0.2298) loss_rec_all: 0.2459 (0.2551) loss_rec_sfr: 0.3162 (0.3616) loss_cl: -0.2786 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [07:09:41.813265] Epoch: [25] [1760/2904] eta: 0:14:25 lr: 0.001536 loss: 0.2182 (0.2299) loss_rec_all: 0.2440 (0.2552) loss_rec_sfr: 0.3600 (0.3618) loss_cl: -0.2786 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [07:09:56.734787] Epoch: [25] [1780/2904] eta: 0:14:10 lr: 0.001537 loss: 0.2177 (0.2299) loss_rec_all: 0.2434 (0.2552) loss_rec_sfr: 0.3146 (0.3619) loss_cl: -0.2781 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [07:10:11.656145] Epoch: [25] [1800/2904] eta: 0:13:55 lr: 0.001537 loss: 0.2201 (0.2299) loss_rec_all: 0.2452 (0.2553) loss_rec_sfr: 0.3564 (0.3620) loss_cl: -0.2781 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [07:10:26.583374] Epoch: [25] [1820/2904] eta: 0:13:39 lr: 0.001538 loss: 0.2193 (0.2299) loss_rec_all: 0.2444 (0.2552) loss_rec_sfr: 0.3168 (0.3618) loss_cl: -0.2780 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [07:10:41.513395] Epoch: [25] [1840/2904] eta: 0:13:24 lr: 0.001538 loss: 0.2199 (0.2299) loss_rec_all: 0.2456 (0.2552) loss_rec_sfr: 0.3171 (0.3615) loss_cl: -0.2795 (-0.2786) time: 0.7465 data: 0.0002 max mem: 29860 [07:10:56.437250] Epoch: [25] [1860/2904] eta: 0:13:09 lr: 0.001538 loss: 0.2191 (0.2299) loss_rec_all: 0.2444 (0.2552) loss_rec_sfr: 0.3570 (0.3616) loss_cl: -0.2798 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [07:11:11.363340] Epoch: [25] [1880/2904] eta: 0:12:54 lr: 0.001539 loss: 0.2222 (0.2299) loss_rec_all: 0.2474 (0.2552) loss_rec_sfr: 0.3203 (0.3615) loss_cl: -0.2788 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [07:11:26.285963] Epoch: [25] [1900/2904] eta: 0:12:38 lr: 0.001539 loss: 0.2178 (0.2298) loss_rec_all: 0.2434 (0.2551) loss_rec_sfr: 0.3143 (0.3612) loss_cl: -0.2773 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [07:11:41.207996] Epoch: [25] [1920/2904] eta: 0:12:23 lr: 0.001540 loss: 0.2186 (0.2299) loss_rec_all: 0.2443 (0.2552) loss_rec_sfr: 0.3153 (0.3612) loss_cl: -0.2778 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [07:11:56.125261] Epoch: [25] [1940/2904] eta: 0:12:08 lr: 0.001540 loss: 0.2170 (0.2298) loss_rec_all: 0.2428 (0.2551) loss_rec_sfr: 0.3206 (0.3611) loss_cl: -0.2790 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [07:12:11.046286] Epoch: [25] [1960/2904] eta: 0:11:53 lr: 0.001540 loss: 0.2214 (0.2298) loss_rec_all: 0.2470 (0.2551) loss_rec_sfr: 0.3132 (0.3609) loss_cl: -0.2792 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [07:12:25.968116] Epoch: [25] [1980/2904] eta: 0:11:38 lr: 0.001541 loss: 0.2173 (0.2299) loss_rec_all: 0.2428 (0.2552) loss_rec_sfr: 0.3617 (0.3611) loss_cl: -0.2788 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [07:12:40.884062] Epoch: [25] [2000/2904] eta: 0:11:22 lr: 0.001541 loss: 0.2179 (0.2298) loss_rec_all: 0.2431 (0.2552) loss_rec_sfr: 0.3310 (0.3610) loss_cl: -0.2787 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [07:12:55.803761] Epoch: [25] [2020/2904] eta: 0:11:07 lr: 0.001542 loss: 0.2162 (0.2297) loss_rec_all: 0.2420 (0.2551) loss_rec_sfr: 0.3070 (0.3607) loss_cl: -0.2789 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [07:13:10.725932] Epoch: [25] [2040/2904] eta: 0:10:52 lr: 0.001542 loss: 0.2241 (0.2298) loss_rec_all: 0.2498 (0.2552) loss_rec_sfr: 0.3399 (0.3610) loss_cl: -0.2779 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [07:13:25.646153] Epoch: [25] [2060/2904] eta: 0:10:37 lr: 0.001543 loss: 0.2173 (0.2298) loss_rec_all: 0.2428 (0.2551) loss_rec_sfr: 0.3110 (0.3608) loss_cl: -0.2786 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [07:13:40.571477] Epoch: [25] [2080/2904] eta: 0:10:22 lr: 0.001543 loss: 0.2155 (0.2298) loss_rec_all: 0.2412 (0.2551) loss_rec_sfr: 0.3489 (0.3610) loss_cl: -0.2779 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [07:13:55.491228] Epoch: [25] [2100/2904] eta: 0:10:07 lr: 0.001543 loss: 0.2177 (0.2298) loss_rec_all: 0.2426 (0.2551) loss_rec_sfr: 0.3610 (0.3613) loss_cl: -0.2782 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [07:14:10.413605] Epoch: [25] [2120/2904] eta: 0:09:51 lr: 0.001544 loss: 0.2159 (0.2298) loss_rec_all: 0.2413 (0.2551) loss_rec_sfr: 0.3188 (0.3611) loss_cl: -0.2780 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [07:14:25.338541] Epoch: [25] [2140/2904] eta: 0:09:36 lr: 0.001544 loss: 0.2156 (0.2298) loss_rec_all: 0.2413 (0.2551) loss_rec_sfr: 0.3455 (0.3611) loss_cl: -0.2786 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [07:14:40.259361] Epoch: [25] [2160/2904] eta: 0:09:21 lr: 0.001545 loss: 0.2172 (0.2297) loss_rec_all: 0.2430 (0.2550) loss_rec_sfr: 0.3209 (0.3610) loss_cl: -0.2790 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [07:14:55.181786] Epoch: [25] [2180/2904] eta: 0:09:06 lr: 0.001545 loss: 0.2148 (0.2296) loss_rec_all: 0.2407 (0.2550) loss_rec_sfr: 0.3217 (0.3608) loss_cl: -0.2791 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [07:15:10.100309] Epoch: [25] [2200/2904] eta: 0:08:51 lr: 0.001545 loss: 0.2193 (0.2297) loss_rec_all: 0.2450 (0.2550) loss_rec_sfr: 0.3424 (0.3609) loss_cl: -0.2791 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [07:15:25.021766] Epoch: [25] [2220/2904] eta: 0:08:36 lr: 0.001546 loss: 0.2203 (0.2298) loss_rec_all: 0.2457 (0.2551) loss_rec_sfr: 0.3672 (0.3614) loss_cl: -0.2786 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [07:15:39.944727] Epoch: [25] [2240/2904] eta: 0:08:20 lr: 0.001546 loss: 0.2163 (0.2298) loss_rec_all: 0.2417 (0.2551) loss_rec_sfr: 0.3228 (0.3613) loss_cl: -0.2786 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [07:15:54.868445] Epoch: [25] [2260/2904] eta: 0:08:05 lr: 0.001547 loss: 0.2156 (0.2297) loss_rec_all: 0.2411 (0.2550) loss_rec_sfr: 0.3544 (0.3612) loss_cl: -0.2793 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [07:16:09.786562] Epoch: [25] [2280/2904] eta: 0:07:50 lr: 0.001547 loss: 0.2151 (0.2297) loss_rec_all: 0.2406 (0.2550) loss_rec_sfr: 0.3583 (0.3614) loss_cl: -0.2794 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [07:16:24.704348] Epoch: [25] [2300/2904] eta: 0:07:35 lr: 0.001548 loss: 0.2221 (0.2298) loss_rec_all: 0.2478 (0.2551) loss_rec_sfr: 0.3213 (0.3614) loss_cl: -0.2786 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [07:16:39.626307] Epoch: [25] [2320/2904] eta: 0:07:20 lr: 0.001548 loss: 0.2189 (0.2297) loss_rec_all: 0.2440 (0.2551) loss_rec_sfr: 0.3275 (0.3613) loss_cl: -0.2786 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [07:16:54.543046] Epoch: [25] [2340/2904] eta: 0:07:05 lr: 0.001548 loss: 0.2167 (0.2297) loss_rec_all: 0.2427 (0.2551) loss_rec_sfr: 0.3499 (0.3615) loss_cl: -0.2780 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [07:17:09.464433] Epoch: [25] [2360/2904] eta: 0:06:50 lr: 0.001549 loss: 0.2176 (0.2297) loss_rec_all: 0.2433 (0.2550) loss_rec_sfr: 0.3137 (0.3614) loss_cl: -0.2792 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [07:17:24.383488] Epoch: [25] [2380/2904] eta: 0:06:35 lr: 0.001549 loss: 0.2279 (0.2298) loss_rec_all: 0.2530 (0.2551) loss_rec_sfr: 0.3472 (0.3615) loss_cl: -0.2786 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [07:17:39.302153] Epoch: [25] [2400/2904] eta: 0:06:19 lr: 0.001550 loss: 0.2224 (0.2298) loss_rec_all: 0.2475 (0.2551) loss_rec_sfr: 0.3473 (0.3617) loss_cl: -0.2782 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [07:17:54.228411] Epoch: [25] [2420/2904] eta: 0:06:04 lr: 0.001550 loss: 0.2158 (0.2297) loss_rec_all: 0.2411 (0.2551) loss_rec_sfr: 0.3757 (0.3617) loss_cl: -0.2792 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [07:18:09.150750] Epoch: [25] [2440/2904] eta: 0:05:49 lr: 0.001550 loss: 0.2178 (0.2297) loss_rec_all: 0.2437 (0.2550) loss_rec_sfr: 0.3590 (0.3617) loss_cl: -0.2790 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [07:18:24.070141] Epoch: [25] [2460/2904] eta: 0:05:34 lr: 0.001551 loss: 0.2179 (0.2297) loss_rec_all: 0.2436 (0.2550) loss_rec_sfr: 0.3563 (0.3618) loss_cl: -0.2790 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [07:18:38.989452] Epoch: [25] [2480/2904] eta: 0:05:19 lr: 0.001551 loss: 0.2193 (0.2297) loss_rec_all: 0.2449 (0.2550) loss_rec_sfr: 0.3311 (0.3619) loss_cl: -0.2796 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [07:18:53.914852] Epoch: [25] [2500/2904] eta: 0:05:04 lr: 0.001552 loss: 0.2151 (0.2297) loss_rec_all: 0.2405 (0.2550) loss_rec_sfr: 0.3222 (0.3617) loss_cl: -0.2786 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [07:19:08.832492] Epoch: [25] [2520/2904] eta: 0:04:49 lr: 0.001552 loss: 0.2195 (0.2296) loss_rec_all: 0.2445 (0.2550) loss_rec_sfr: 0.3178 (0.3617) loss_cl: -0.2783 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [07:19:23.754684] Epoch: [25] [2540/2904] eta: 0:04:34 lr: 0.001552 loss: 0.2186 (0.2296) loss_rec_all: 0.2443 (0.2550) loss_rec_sfr: 0.3374 (0.3616) loss_cl: -0.2783 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [07:19:38.674594] Epoch: [25] [2560/2904] eta: 0:04:19 lr: 0.001553 loss: 0.2202 (0.2296) loss_rec_all: 0.2460 (0.2549) loss_rec_sfr: 0.3285 (0.3616) loss_cl: -0.2797 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [07:19:53.596893] Epoch: [25] [2580/2904] eta: 0:04:04 lr: 0.001553 loss: 0.2159 (0.2296) loss_rec_all: 0.2417 (0.2549) loss_rec_sfr: 0.3145 (0.3615) loss_cl: -0.2792 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [07:20:08.524048] Epoch: [25] [2600/2904] eta: 0:03:48 lr: 0.001554 loss: 0.2156 (0.2296) loss_rec_all: 0.2413 (0.2549) loss_rec_sfr: 0.3503 (0.3615) loss_cl: -0.2792 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [07:20:23.446014] Epoch: [25] [2620/2904] eta: 0:03:33 lr: 0.001554 loss: 0.2227 (0.2296) loss_rec_all: 0.2484 (0.2550) loss_rec_sfr: 0.3198 (0.3615) loss_cl: -0.2784 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [07:20:38.366170] Epoch: [25] [2640/2904] eta: 0:03:18 lr: 0.001555 loss: 0.2185 (0.2296) loss_rec_all: 0.2439 (0.2549) loss_rec_sfr: 0.3168 (0.3613) loss_cl: -0.2776 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [07:20:53.290645] Epoch: [25] [2660/2904] eta: 0:03:03 lr: 0.001555 loss: 0.2193 (0.2296) loss_rec_all: 0.2448 (0.2549) loss_rec_sfr: 0.3270 (0.3614) loss_cl: -0.2778 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [07:21:08.212592] Epoch: [25] [2680/2904] eta: 0:02:48 lr: 0.001555 loss: 0.2167 (0.2296) loss_rec_all: 0.2417 (0.2549) loss_rec_sfr: 0.3573 (0.3615) loss_cl: -0.2784 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [07:21:23.135167] Epoch: [25] [2700/2904] eta: 0:02:33 lr: 0.001556 loss: 0.2180 (0.2296) loss_rec_all: 0.2437 (0.2549) loss_rec_sfr: 0.3174 (0.3614) loss_cl: -0.2789 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [07:21:38.059283] Epoch: [25] [2720/2904] eta: 0:02:18 lr: 0.001556 loss: 0.2205 (0.2296) loss_rec_all: 0.2456 (0.2549) loss_rec_sfr: 0.3640 (0.3615) loss_cl: -0.2791 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [07:21:52.986462] Epoch: [25] [2740/2904] eta: 0:02:03 lr: 0.001557 loss: 0.2289 (0.2297) loss_rec_all: 0.2542 (0.2550) loss_rec_sfr: 0.3744 (0.3619) loss_cl: -0.2783 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [07:22:07.911806] Epoch: [25] [2760/2904] eta: 0:01:48 lr: 0.001557 loss: 0.2175 (0.2297) loss_rec_all: 0.2427 (0.2550) loss_rec_sfr: 0.3219 (0.3617) loss_cl: -0.2781 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [07:22:22.835249] Epoch: [25] [2780/2904] eta: 0:01:33 lr: 0.001557 loss: 0.2118 (0.2296) loss_rec_all: 0.2375 (0.2550) loss_rec_sfr: 0.3405 (0.3617) loss_cl: -0.2789 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [07:22:37.753645] Epoch: [25] [2800/2904] eta: 0:01:18 lr: 0.001558 loss: 0.2211 (0.2296) loss_rec_all: 0.2469 (0.2550) loss_rec_sfr: 0.3640 (0.3618) loss_cl: -0.2790 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [07:22:52.673834] Epoch: [25] [2820/2904] eta: 0:01:03 lr: 0.001558 loss: 0.2243 (0.2297) loss_rec_all: 0.2495 (0.2550) loss_rec_sfr: 0.3166 (0.3617) loss_cl: -0.2787 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [07:23:07.630655] Epoch: [25] [2840/2904] eta: 0:00:48 lr: 0.001559 loss: 0.2176 (0.2296) loss_rec_all: 0.2435 (0.2549) loss_rec_sfr: 0.3181 (0.3615) loss_cl: -0.2789 (-0.2786) time: 0.7478 data: 0.0023 max mem: 29860 [07:23:22.535625] Epoch: [25] [2860/2904] eta: 0:00:33 lr: 0.001559 loss: 0.2204 (0.2296) loss_rec_all: 0.2463 (0.2550) loss_rec_sfr: 0.3219 (0.3615) loss_cl: -0.2789 (-0.2786) time: 0.7452 data: 0.0001 max mem: 29860 [07:23:37.442540] Epoch: [25] [2880/2904] eta: 0:00:18 lr: 0.001560 loss: 0.2145 (0.2295) loss_rec_all: 0.2397 (0.2549) loss_rec_sfr: 0.3397 (0.3613) loss_cl: -0.2792 (-0.2786) time: 0.7453 data: 0.0001 max mem: 29860 [07:23:52.344018] Epoch: [25] [2900/2904] eta: 0:00:03 lr: 0.001560 loss: 0.2196 (0.2295) loss_rec_all: 0.2450 (0.2548) loss_rec_sfr: 0.3282 (0.3613) loss_cl: -0.2790 (-0.2786) time: 0.7450 data: 0.0001 max mem: 29860 [07:23:54.586843] Epoch: [25] [2903/2904] eta: 0:00:00 lr: 0.001560 loss: 0.2199 (0.2296) loss_rec_all: 0.2450 (0.2549) loss_rec_sfr: 0.3621 (0.3614) loss_cl: -0.2786 (-0.2786) time: 0.7451 data: 0.0001 max mem: 29860 [07:23:56.604314] Epoch: [25] Total time: 0:36:27 (0.7532 s / it) [07:23:56.614423] Averaged stats: lr: 0.001560 loss: 0.2199 (0.2323) loss_rec_all: 0.2450 (0.2553) loss_rec_sfr: 0.3621 (0.3624) loss_cl: -0.2786 (-0.2552) [07:23:56.620784] log_dir: ./checkpoint/VF2_ViT-B [07:24:13.264560] Epoch: [26] [ 0/2904] eta: 13:25:31 lr: 0.001560 loss: 0.2230 (0.2230) loss_rec_all: 0.2481 (0.2481) loss_rec_sfr: 0.3891 (0.3891) loss_cl: -0.2789 (-0.2789) time: 16.6430 data: 15.6196 max mem: 29860 [07:24:30.019515] Epoch: [26] [ 20/2904] eta: 1:16:26 lr: 0.001560 loss: 0.2246 (0.2319) loss_rec_all: 0.2504 (0.2572) loss_rec_sfr: 0.3222 (0.3561) loss_cl: -0.2784 (-0.2784) time: 0.8377 data: 0.0002 max mem: 29860 [07:24:44.902380] Epoch: [26] [ 40/2904] eta: 0:56:12 lr: 0.001561 loss: 0.2118 (0.2269) loss_rec_all: 0.2372 (0.2523) loss_rec_sfr: 0.3337 (0.3545) loss_cl: -0.2771 (-0.2779) time: 0.7441 data: 0.0002 max mem: 29860 [07:24:59.809607] Epoch: [26] [ 60/2904] eta: 0:49:05 lr: 0.001561 loss: 0.2179 (0.2282) loss_rec_all: 0.2430 (0.2535) loss_rec_sfr: 0.3510 (0.3614) loss_cl: -0.2788 (-0.2781) time: 0.7453 data: 0.0002 max mem: 29860 [07:25:14.716301] Epoch: [26] [ 80/2904] eta: 0:45:22 lr: 0.001562 loss: 0.2171 (0.2301) loss_rec_all: 0.2429 (0.2554) loss_rec_sfr: 0.3750 (0.3696) loss_cl: -0.2801 (-0.2784) time: 0.7453 data: 0.0002 max mem: 29860 [07:25:29.624831] Epoch: [26] [ 100/2904] eta: 0:43:01 lr: 0.001562 loss: 0.2262 (0.2314) loss_rec_all: 0.2519 (0.2566) loss_rec_sfr: 0.3206 (0.3696) loss_cl: -0.2789 (-0.2785) time: 0.7454 data: 0.0002 max mem: 29860 [07:25:44.545413] Epoch: [26] [ 120/2904] eta: 0:41:23 lr: 0.001562 loss: 0.2156 (0.2290) loss_rec_all: 0.2408 (0.2543) loss_rec_sfr: 0.3235 (0.3629) loss_cl: -0.2786 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [07:25:59.483771] Epoch: [26] [ 140/2904] eta: 0:40:08 lr: 0.001563 loss: 0.2162 (0.2277) loss_rec_all: 0.2414 (0.2531) loss_rec_sfr: 0.3483 (0.3606) loss_cl: -0.2779 (-0.2784) time: 0.7469 data: 0.0002 max mem: 29860 [07:26:14.410253] Epoch: [26] [ 160/2904] eta: 0:39:08 lr: 0.001563 loss: 0.2184 (0.2282) loss_rec_all: 0.2437 (0.2535) loss_rec_sfr: 0.3638 (0.3642) loss_cl: -0.2786 (-0.2784) time: 0.7463 data: 0.0002 max mem: 29860 [07:26:29.336515] Epoch: [26] [ 180/2904] eta: 0:38:18 lr: 0.001564 loss: 0.2167 (0.2278) loss_rec_all: 0.2420 (0.2531) loss_rec_sfr: 0.3185 (0.3614) loss_cl: -0.2796 (-0.2785) time: 0.7463 data: 0.0002 max mem: 29860 [07:26:44.282206] Epoch: [26] [ 200/2904] eta: 0:37:35 lr: 0.001564 loss: 0.2240 (0.2282) loss_rec_all: 0.2494 (0.2535) loss_rec_sfr: 0.3661 (0.3629) loss_cl: -0.2791 (-0.2786) time: 0.7472 data: 0.0002 max mem: 29860 [07:26:59.204500] Epoch: [26] [ 220/2904] eta: 0:36:57 lr: 0.001565 loss: 0.2196 (0.2286) loss_rec_all: 0.2447 (0.2539) loss_rec_sfr: 0.3591 (0.3640) loss_cl: -0.2785 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [07:27:14.127223] Epoch: [26] [ 240/2904] eta: 0:36:23 lr: 0.001565 loss: 0.2163 (0.2276) loss_rec_all: 0.2416 (0.2529) loss_rec_sfr: 0.3047 (0.3602) loss_cl: -0.2788 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [07:27:29.051072] Epoch: [26] [ 260/2904] eta: 0:35:51 lr: 0.001565 loss: 0.2186 (0.2275) loss_rec_all: 0.2439 (0.2528) loss_rec_sfr: 0.3488 (0.3604) loss_cl: -0.2791 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [07:27:43.975731] Epoch: [26] [ 280/2904] eta: 0:35:22 lr: 0.001566 loss: 0.2165 (0.2279) loss_rec_all: 0.2416 (0.2532) loss_rec_sfr: 0.3185 (0.3612) loss_cl: -0.2788 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [07:27:58.907218] Epoch: [26] [ 300/2904] eta: 0:34:55 lr: 0.001566 loss: 0.2209 (0.2285) loss_rec_all: 0.2458 (0.2539) loss_rec_sfr: 0.3614 (0.3625) loss_cl: -0.2780 (-0.2786) time: 0.7465 data: 0.0002 max mem: 29860 [07:28:13.816944] Epoch: [26] [ 320/2904] eta: 0:34:30 lr: 0.001567 loss: 0.2278 (0.2294) loss_rec_all: 0.2534 (0.2547) loss_rec_sfr: 0.3523 (0.3642) loss_cl: -0.2787 (-0.2786) time: 0.7454 data: 0.0002 max mem: 29860 [07:28:28.741214] Epoch: [26] [ 340/2904] eta: 0:34:05 lr: 0.001567 loss: 0.2238 (0.2294) loss_rec_all: 0.2490 (0.2547) loss_rec_sfr: 0.3223 (0.3636) loss_cl: -0.2791 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [07:28:43.668020] Epoch: [26] [ 360/2904] eta: 0:33:42 lr: 0.001567 loss: 0.2202 (0.2295) loss_rec_all: 0.2458 (0.2549) loss_rec_sfr: 0.3178 (0.3631) loss_cl: -0.2787 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [07:28:58.589342] Epoch: [26] [ 380/2904] eta: 0:33:20 lr: 0.001568 loss: 0.2161 (0.2293) loss_rec_all: 0.2419 (0.2547) loss_rec_sfr: 0.3528 (0.3630) loss_cl: -0.2782 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [07:29:13.508571] Epoch: [26] [ 400/2904] eta: 0:32:58 lr: 0.001568 loss: 0.2249 (0.2301) loss_rec_all: 0.2501 (0.2554) loss_rec_sfr: 0.3567 (0.3650) loss_cl: -0.2790 (-0.2785) time: 0.7459 data: 0.0002 max mem: 29860 [07:29:28.426378] Epoch: [26] [ 420/2904] eta: 0:32:37 lr: 0.001569 loss: 0.2164 (0.2302) loss_rec_all: 0.2422 (0.2555) loss_rec_sfr: 0.3244 (0.3650) loss_cl: -0.2785 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [07:29:43.345436] Epoch: [26] [ 440/2904] eta: 0:32:17 lr: 0.001569 loss: 0.2125 (0.2299) loss_rec_all: 0.2380 (0.2552) loss_rec_sfr: 0.3197 (0.3646) loss_cl: -0.2788 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [07:29:58.273297] Epoch: [26] [ 460/2904] eta: 0:31:57 lr: 0.001570 loss: 0.2276 (0.2306) loss_rec_all: 0.2531 (0.2559) loss_rec_sfr: 0.3685 (0.3663) loss_cl: -0.2792 (-0.2786) time: 0.7464 data: 0.0002 max mem: 29860 [07:30:13.190611] Epoch: [26] [ 480/2904] eta: 0:31:37 lr: 0.001570 loss: 0.2146 (0.2306) loss_rec_all: 0.2398 (0.2559) loss_rec_sfr: 0.3446 (0.3666) loss_cl: -0.2793 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [07:30:28.116280] Epoch: [26] [ 500/2904] eta: 0:31:18 lr: 0.001570 loss: 0.2171 (0.2306) loss_rec_all: 0.2427 (0.2559) loss_rec_sfr: 0.3266 (0.3666) loss_cl: -0.2789 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [07:30:43.037600] Epoch: [26] [ 520/2904] eta: 0:30:59 lr: 0.001571 loss: 0.2160 (0.2304) loss_rec_all: 0.2418 (0.2557) loss_rec_sfr: 0.3285 (0.3663) loss_cl: -0.2783 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [07:30:57.959253] Epoch: [26] [ 540/2904] eta: 0:30:41 lr: 0.001571 loss: 0.2164 (0.2302) loss_rec_all: 0.2418 (0.2555) loss_rec_sfr: 0.3137 (0.3654) loss_cl: -0.2794 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [07:31:12.881601] Epoch: [26] [ 560/2904] eta: 0:30:22 lr: 0.001572 loss: 0.2173 (0.2299) loss_rec_all: 0.2430 (0.2552) loss_rec_sfr: 0.3163 (0.3647) loss_cl: -0.2782 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [07:31:27.801323] Epoch: [26] [ 580/2904] eta: 0:30:04 lr: 0.001572 loss: 0.2195 (0.2300) loss_rec_all: 0.2447 (0.2553) loss_rec_sfr: 0.3586 (0.3648) loss_cl: -0.2785 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [07:31:42.724252] Epoch: [26] [ 600/2904] eta: 0:29:46 lr: 0.001572 loss: 0.2281 (0.2305) loss_rec_all: 0.2537 (0.2558) loss_rec_sfr: 0.3779 (0.3662) loss_cl: -0.2783 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [07:31:57.651434] Epoch: [26] [ 620/2904] eta: 0:29:29 lr: 0.001573 loss: 0.2173 (0.2305) loss_rec_all: 0.2425 (0.2558) loss_rec_sfr: 0.3632 (0.3665) loss_cl: -0.2792 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [07:32:12.576256] Epoch: [26] [ 640/2904] eta: 0:29:11 lr: 0.001573 loss: 0.2166 (0.2305) loss_rec_all: 0.2419 (0.2558) loss_rec_sfr: 0.3253 (0.3665) loss_cl: -0.2793 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [07:32:27.500866] Epoch: [26] [ 660/2904] eta: 0:28:54 lr: 0.001574 loss: 0.2222 (0.2307) loss_rec_all: 0.2474 (0.2560) loss_rec_sfr: 0.3490 (0.3671) loss_cl: -0.2785 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [07:32:42.429964] Epoch: [26] [ 680/2904] eta: 0:28:37 lr: 0.001574 loss: 0.2176 (0.2308) loss_rec_all: 0.2431 (0.2561) loss_rec_sfr: 0.3512 (0.3674) loss_cl: -0.2783 (-0.2786) time: 0.7464 data: 0.0002 max mem: 29860 [07:32:57.357057] Epoch: [26] [ 700/2904] eta: 0:28:20 lr: 0.001574 loss: 0.2213 (0.2309) loss_rec_all: 0.2470 (0.2562) loss_rec_sfr: 0.3151 (0.3674) loss_cl: -0.2784 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [07:33:12.284167] Epoch: [26] [ 720/2904] eta: 0:28:03 lr: 0.001575 loss: 0.2181 (0.2308) loss_rec_all: 0.2437 (0.2561) loss_rec_sfr: 0.3242 (0.3672) loss_cl: -0.2777 (-0.2785) time: 0.7463 data: 0.0002 max mem: 29860 [07:33:27.204865] Epoch: [26] [ 740/2904] eta: 0:27:46 lr: 0.001575 loss: 0.2220 (0.2309) loss_rec_all: 0.2472 (0.2562) loss_rec_sfr: 0.3280 (0.3672) loss_cl: -0.2790 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [07:33:42.127975] Epoch: [26] [ 760/2904] eta: 0:27:29 lr: 0.001576 loss: 0.2196 (0.2309) loss_rec_all: 0.2449 (0.2562) loss_rec_sfr: 0.3185 (0.3669) loss_cl: -0.2789 (-0.2785) time: 0.7461 data: 0.0002 max mem: 29860 [07:33:57.049035] Epoch: [26] [ 780/2904] eta: 0:27:12 lr: 0.001576 loss: 0.2209 (0.2310) loss_rec_all: 0.2467 (0.2563) loss_rec_sfr: 0.3614 (0.3672) loss_cl: -0.2780 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [07:34:11.968574] Epoch: [26] [ 800/2904] eta: 0:26:56 lr: 0.001577 loss: 0.2188 (0.2312) loss_rec_all: 0.2439 (0.2565) loss_rec_sfr: 0.3630 (0.3680) loss_cl: -0.2787 (-0.2785) time: 0.7459 data: 0.0002 max mem: 29860 [07:34:26.891447] Epoch: [26] [ 820/2904] eta: 0:26:39 lr: 0.001577 loss: 0.2158 (0.2311) loss_rec_all: 0.2410 (0.2564) loss_rec_sfr: 0.3565 (0.3679) loss_cl: -0.2788 (-0.2785) time: 0.7461 data: 0.0002 max mem: 29860 [07:34:41.816543] Epoch: [26] [ 840/2904] eta: 0:26:23 lr: 0.001577 loss: 0.2168 (0.2309) loss_rec_all: 0.2426 (0.2562) loss_rec_sfr: 0.3319 (0.3675) loss_cl: -0.2783 (-0.2785) time: 0.7462 data: 0.0002 max mem: 29860 [07:34:56.736885] Epoch: [26] [ 860/2904] eta: 0:26:07 lr: 0.001578 loss: 0.2195 (0.2309) loss_rec_all: 0.2448 (0.2562) loss_rec_sfr: 0.3895 (0.3680) loss_cl: -0.2784 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [07:35:11.652019] Epoch: [26] [ 880/2904] eta: 0:25:50 lr: 0.001578 loss: 0.2199 (0.2309) loss_rec_all: 0.2451 (0.2562) loss_rec_sfr: 0.3525 (0.3682) loss_cl: -0.2784 (-0.2785) time: 0.7457 data: 0.0002 max mem: 29860 [07:35:26.574930] Epoch: [26] [ 900/2904] eta: 0:25:34 lr: 0.001579 loss: 0.2175 (0.2309) loss_rec_all: 0.2428 (0.2562) loss_rec_sfr: 0.3650 (0.3685) loss_cl: -0.2790 (-0.2785) time: 0.7461 data: 0.0002 max mem: 29860 [07:35:41.500142] Epoch: [26] [ 920/2904] eta: 0:25:18 lr: 0.001579 loss: 0.2182 (0.2309) loss_rec_all: 0.2437 (0.2562) loss_rec_sfr: 0.3186 (0.3682) loss_cl: -0.2791 (-0.2785) time: 0.7462 data: 0.0002 max mem: 29860 [07:35:56.415002] Epoch: [26] [ 940/2904] eta: 0:25:02 lr: 0.001579 loss: 0.2173 (0.2309) loss_rec_all: 0.2424 (0.2562) loss_rec_sfr: 0.3501 (0.3682) loss_cl: -0.2781 (-0.2785) time: 0.7457 data: 0.0002 max mem: 29860 [07:36:11.329725] Epoch: [26] [ 960/2904] eta: 0:24:46 lr: 0.001580 loss: 0.2150 (0.2308) loss_rec_all: 0.2408 (0.2561) loss_rec_sfr: 0.3193 (0.3678) loss_cl: -0.2790 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [07:36:26.255409] Epoch: [26] [ 980/2904] eta: 0:24:30 lr: 0.001580 loss: 0.2154 (0.2307) loss_rec_all: 0.2411 (0.2559) loss_rec_sfr: 0.3142 (0.3673) loss_cl: -0.2776 (-0.2785) time: 0.7462 data: 0.0002 max mem: 29860 [07:36:41.170008] Epoch: [26] [1000/2904] eta: 0:24:14 lr: 0.001581 loss: 0.2163 (0.2306) loss_rec_all: 0.2422 (0.2559) loss_rec_sfr: 0.3158 (0.3670) loss_cl: -0.2788 (-0.2785) time: 0.7457 data: 0.0002 max mem: 29860 [07:36:56.091652] Epoch: [26] [1020/2904] eta: 0:23:58 lr: 0.001581 loss: 0.2189 (0.2306) loss_rec_all: 0.2439 (0.2559) loss_rec_sfr: 0.3584 (0.3672) loss_cl: -0.2783 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [07:37:11.015263] Epoch: [26] [1040/2904] eta: 0:23:42 lr: 0.001581 loss: 0.2132 (0.2305) loss_rec_all: 0.2390 (0.2558) loss_rec_sfr: 0.3391 (0.3671) loss_cl: -0.2788 (-0.2785) time: 0.7461 data: 0.0002 max mem: 29860 [07:37:25.935466] Epoch: [26] [1060/2904] eta: 0:23:26 lr: 0.001582 loss: 0.2135 (0.2302) loss_rec_all: 0.2393 (0.2555) loss_rec_sfr: 0.3189 (0.3663) loss_cl: -0.2785 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [07:37:40.857782] Epoch: [26] [1080/2904] eta: 0:23:10 lr: 0.001582 loss: 0.2231 (0.2303) loss_rec_all: 0.2483 (0.2556) loss_rec_sfr: 0.3179 (0.3664) loss_cl: -0.2786 (-0.2785) time: 0.7461 data: 0.0002 max mem: 29860 [07:37:55.785036] Epoch: [26] [1100/2904] eta: 0:22:54 lr: 0.001583 loss: 0.2200 (0.2302) loss_rec_all: 0.2454 (0.2555) loss_rec_sfr: 0.3414 (0.3663) loss_cl: -0.2788 (-0.2785) time: 0.7463 data: 0.0002 max mem: 29860 [07:38:10.712537] Epoch: [26] [1120/2904] eta: 0:22:39 lr: 0.001583 loss: 0.2160 (0.2302) loss_rec_all: 0.2416 (0.2555) loss_rec_sfr: 0.3254 (0.3663) loss_cl: -0.2787 (-0.2785) time: 0.7463 data: 0.0002 max mem: 29860 [07:38:25.643192] Epoch: [26] [1140/2904] eta: 0:22:23 lr: 0.001584 loss: 0.2172 (0.2301) loss_rec_all: 0.2426 (0.2554) loss_rec_sfr: 0.3362 (0.3661) loss_cl: -0.2788 (-0.2785) time: 0.7465 data: 0.0002 max mem: 29860 [07:38:40.567109] Epoch: [26] [1160/2904] eta: 0:22:07 lr: 0.001584 loss: 0.2164 (0.2300) loss_rec_all: 0.2415 (0.2553) loss_rec_sfr: 0.3261 (0.3658) loss_cl: -0.2784 (-0.2785) time: 0.7462 data: 0.0002 max mem: 29860 [07:38:55.490764] Epoch: [26] [1180/2904] eta: 0:21:52 lr: 0.001584 loss: 0.2155 (0.2300) loss_rec_all: 0.2404 (0.2553) loss_rec_sfr: 0.3502 (0.3659) loss_cl: -0.2788 (-0.2785) time: 0.7461 data: 0.0002 max mem: 29860 [07:39:10.413885] Epoch: [26] [1200/2904] eta: 0:21:36 lr: 0.001585 loss: 0.2183 (0.2300) loss_rec_all: 0.2436 (0.2553) loss_rec_sfr: 0.3244 (0.3658) loss_cl: -0.2790 (-0.2785) time: 0.7461 data: 0.0002 max mem: 29860 [07:39:25.335120] Epoch: [26] [1220/2904] eta: 0:21:20 lr: 0.001585 loss: 0.2186 (0.2300) loss_rec_all: 0.2439 (0.2553) loss_rec_sfr: 0.3232 (0.3656) loss_cl: -0.2787 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [07:39:40.260457] Epoch: [26] [1240/2904] eta: 0:21:05 lr: 0.001586 loss: 0.2193 (0.2299) loss_rec_all: 0.2452 (0.2552) loss_rec_sfr: 0.3194 (0.3653) loss_cl: -0.2788 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [07:39:55.183864] Epoch: [26] [1260/2904] eta: 0:20:49 lr: 0.001586 loss: 0.2254 (0.2301) loss_rec_all: 0.2511 (0.2554) loss_rec_sfr: 0.3608 (0.3657) loss_cl: -0.2786 (-0.2785) time: 0.7461 data: 0.0002 max mem: 29860 [07:40:10.108318] Epoch: [26] [1280/2904] eta: 0:20:34 lr: 0.001586 loss: 0.2192 (0.2302) loss_rec_all: 0.2443 (0.2554) loss_rec_sfr: 0.3573 (0.3660) loss_cl: -0.2774 (-0.2785) time: 0.7462 data: 0.0002 max mem: 29860 [07:40:25.034773] Epoch: [26] [1300/2904] eta: 0:20:18 lr: 0.001587 loss: 0.2160 (0.2300) loss_rec_all: 0.2413 (0.2553) loss_rec_sfr: 0.3465 (0.3658) loss_cl: -0.2786 (-0.2785) time: 0.7463 data: 0.0002 max mem: 29860 [07:40:39.957956] Epoch: [26] [1320/2904] eta: 0:20:03 lr: 0.001587 loss: 0.2159 (0.2299) loss_rec_all: 0.2416 (0.2552) loss_rec_sfr: 0.3408 (0.3655) loss_cl: -0.2794 (-0.2785) time: 0.7461 data: 0.0002 max mem: 29860 [07:40:54.877045] Epoch: [26] [1340/2904] eta: 0:19:47 lr: 0.001588 loss: 0.2251 (0.2300) loss_rec_all: 0.2509 (0.2553) loss_rec_sfr: 0.3544 (0.3658) loss_cl: -0.2790 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [07:41:09.794519] Epoch: [26] [1360/2904] eta: 0:19:32 lr: 0.001588 loss: 0.2180 (0.2300) loss_rec_all: 0.2431 (0.2553) loss_rec_sfr: 0.3219 (0.3656) loss_cl: -0.2798 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [07:41:24.712353] Epoch: [26] [1380/2904] eta: 0:19:16 lr: 0.001589 loss: 0.2142 (0.2299) loss_rec_all: 0.2400 (0.2552) loss_rec_sfr: 0.3167 (0.3654) loss_cl: -0.2787 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [07:41:39.634023] Epoch: [26] [1400/2904] eta: 0:19:01 lr: 0.001589 loss: 0.2160 (0.2298) loss_rec_all: 0.2415 (0.2551) loss_rec_sfr: 0.3260 (0.3652) loss_cl: -0.2779 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [07:41:54.561119] Epoch: [26] [1420/2904] eta: 0:18:45 lr: 0.001589 loss: 0.2246 (0.2299) loss_rec_all: 0.2498 (0.2552) loss_rec_sfr: 0.3159 (0.3652) loss_cl: -0.2782 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [07:42:09.491241] Epoch: [26] [1440/2904] eta: 0:18:30 lr: 0.001590 loss: 0.2202 (0.2299) loss_rec_all: 0.2460 (0.2552) loss_rec_sfr: 0.3226 (0.3650) loss_cl: -0.2787 (-0.2786) time: 0.7465 data: 0.0002 max mem: 29860 [07:42:24.414703] Epoch: [26] [1460/2904] eta: 0:18:14 lr: 0.001590 loss: 0.2137 (0.2298) loss_rec_all: 0.2390 (0.2551) loss_rec_sfr: 0.3474 (0.3650) loss_cl: -0.2789 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [07:42:39.334979] Epoch: [26] [1480/2904] eta: 0:17:59 lr: 0.001591 loss: 0.2155 (0.2297) loss_rec_all: 0.2412 (0.2550) loss_rec_sfr: 0.3149 (0.3646) loss_cl: -0.2784 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [07:42:54.256537] Epoch: [26] [1500/2904] eta: 0:17:44 lr: 0.001591 loss: 0.2204 (0.2297) loss_rec_all: 0.2454 (0.2550) loss_rec_sfr: 0.3290 (0.3646) loss_cl: -0.2777 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [07:43:09.177579] Epoch: [26] [1520/2904] eta: 0:17:28 lr: 0.001591 loss: 0.2190 (0.2296) loss_rec_all: 0.2446 (0.2549) loss_rec_sfr: 0.3114 (0.3642) loss_cl: -0.2790 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [07:43:24.097720] Epoch: [26] [1540/2904] eta: 0:17:13 lr: 0.001592 loss: 0.2157 (0.2295) loss_rec_all: 0.2412 (0.2548) loss_rec_sfr: 0.3087 (0.3638) loss_cl: -0.2795 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [07:43:39.019071] Epoch: [26] [1560/2904] eta: 0:16:57 lr: 0.001592 loss: 0.2122 (0.2295) loss_rec_all: 0.2378 (0.2548) loss_rec_sfr: 0.3409 (0.3638) loss_cl: -0.2795 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [07:43:53.940306] Epoch: [26] [1580/2904] eta: 0:16:42 lr: 0.001593 loss: 0.2180 (0.2295) loss_rec_all: 0.2440 (0.2548) loss_rec_sfr: 0.3171 (0.3638) loss_cl: -0.2792 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [07:44:08.859848] Epoch: [26] [1600/2904] eta: 0:16:27 lr: 0.001593 loss: 0.2194 (0.2294) loss_rec_all: 0.2449 (0.2547) loss_rec_sfr: 0.3526 (0.3636) loss_cl: -0.2787 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [07:44:23.779891] Epoch: [26] [1620/2904] eta: 0:16:11 lr: 0.001593 loss: 0.2223 (0.2295) loss_rec_all: 0.2481 (0.2548) loss_rec_sfr: 0.3188 (0.3636) loss_cl: -0.2787 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [07:44:38.699488] Epoch: [26] [1640/2904] eta: 0:15:56 lr: 0.001594 loss: 0.2174 (0.2295) loss_rec_all: 0.2433 (0.2548) loss_rec_sfr: 0.3153 (0.3633) loss_cl: -0.2794 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [07:44:53.618003] Epoch: [26] [1660/2904] eta: 0:15:41 lr: 0.001594 loss: 0.2208 (0.2295) loss_rec_all: 0.2459 (0.2548) loss_rec_sfr: 0.3689 (0.3636) loss_cl: -0.2783 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [07:45:08.541066] Epoch: [26] [1680/2904] eta: 0:15:26 lr: 0.001595 loss: 0.2198 (0.2295) loss_rec_all: 0.2447 (0.2548) loss_rec_sfr: 0.3159 (0.3635) loss_cl: -0.2782 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [07:45:23.460603] Epoch: [26] [1700/2904] eta: 0:15:10 lr: 0.001595 loss: 0.2170 (0.2294) loss_rec_all: 0.2424 (0.2548) loss_rec_sfr: 0.3159 (0.3633) loss_cl: -0.2780 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [07:45:38.385133] Epoch: [26] [1720/2904] eta: 0:14:55 lr: 0.001596 loss: 0.2189 (0.2295) loss_rec_all: 0.2446 (0.2548) loss_rec_sfr: 0.3209 (0.3633) loss_cl: -0.2784 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [07:45:53.302280] Epoch: [26] [1740/2904] eta: 0:14:40 lr: 0.001596 loss: 0.2199 (0.2295) loss_rec_all: 0.2450 (0.2548) loss_rec_sfr: 0.3494 (0.3633) loss_cl: -0.2787 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [07:46:08.222388] Epoch: [26] [1760/2904] eta: 0:14:25 lr: 0.001596 loss: 0.2166 (0.2294) loss_rec_all: 0.2422 (0.2547) loss_rec_sfr: 0.3158 (0.3632) loss_cl: -0.2789 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [07:46:23.140568] Epoch: [26] [1780/2904] eta: 0:14:09 lr: 0.001597 loss: 0.2193 (0.2294) loss_rec_all: 0.2446 (0.2547) loss_rec_sfr: 0.3536 (0.3633) loss_cl: -0.2793 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [07:46:38.059697] Epoch: [26] [1800/2904] eta: 0:13:54 lr: 0.001597 loss: 0.2202 (0.2295) loss_rec_all: 0.2460 (0.2548) loss_rec_sfr: 0.3273 (0.3634) loss_cl: -0.2785 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [07:46:52.981616] Epoch: [26] [1820/2904] eta: 0:13:39 lr: 0.001598 loss: 0.2190 (0.2295) loss_rec_all: 0.2442 (0.2548) loss_rec_sfr: 0.3399 (0.3634) loss_cl: -0.2783 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [07:47:07.903118] Epoch: [26] [1840/2904] eta: 0:13:24 lr: 0.001598 loss: 0.2152 (0.2294) loss_rec_all: 0.2407 (0.2547) loss_rec_sfr: 0.3619 (0.3634) loss_cl: -0.2769 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [07:47:22.821160] Epoch: [26] [1860/2904] eta: 0:13:08 lr: 0.001598 loss: 0.2188 (0.2294) loss_rec_all: 0.2441 (0.2547) loss_rec_sfr: 0.3328 (0.3635) loss_cl: -0.2781 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [07:47:37.742411] Epoch: [26] [1880/2904] eta: 0:12:53 lr: 0.001599 loss: 0.2151 (0.2293) loss_rec_all: 0.2407 (0.2547) loss_rec_sfr: 0.3583 (0.3634) loss_cl: -0.2792 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [07:47:52.660621] Epoch: [26] [1900/2904] eta: 0:12:38 lr: 0.001599 loss: 0.2227 (0.2293) loss_rec_all: 0.2485 (0.2547) loss_rec_sfr: 0.3374 (0.3634) loss_cl: -0.2792 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [07:48:07.584995] Epoch: [26] [1920/2904] eta: 0:12:23 lr: 0.001600 loss: 0.2254 (0.2294) loss_rec_all: 0.2512 (0.2547) loss_rec_sfr: 0.3161 (0.3632) loss_cl: -0.2792 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [07:48:22.509747] Epoch: [26] [1940/2904] eta: 0:12:07 lr: 0.001600 loss: 0.2195 (0.2293) loss_rec_all: 0.2447 (0.2547) loss_rec_sfr: 0.3385 (0.3631) loss_cl: -0.2798 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [07:48:37.421308] Epoch: [26] [1960/2904] eta: 0:11:52 lr: 0.001600 loss: 0.2121 (0.2293) loss_rec_all: 0.2377 (0.2546) loss_rec_sfr: 0.3054 (0.3629) loss_cl: -0.2782 (-0.2786) time: 0.7455 data: 0.0002 max mem: 29860 [07:48:52.347341] Epoch: [26] [1980/2904] eta: 0:11:37 lr: 0.001601 loss: 0.2221 (0.2294) loss_rec_all: 0.2478 (0.2547) loss_rec_sfr: 0.3679 (0.3633) loss_cl: -0.2786 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [07:49:07.271713] Epoch: [26] [2000/2904] eta: 0:11:22 lr: 0.001601 loss: 0.2178 (0.2294) loss_rec_all: 0.2432 (0.2547) loss_rec_sfr: 0.3261 (0.3633) loss_cl: -0.2785 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [07:49:22.198410] Epoch: [26] [2020/2904] eta: 0:11:07 lr: 0.001602 loss: 0.2216 (0.2295) loss_rec_all: 0.2469 (0.2548) loss_rec_sfr: 0.3704 (0.3636) loss_cl: -0.2792 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [07:49:37.124471] Epoch: [26] [2040/2904] eta: 0:10:52 lr: 0.001602 loss: 0.2177 (0.2294) loss_rec_all: 0.2427 (0.2547) loss_rec_sfr: 0.3213 (0.3635) loss_cl: -0.2783 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [07:49:52.048859] Epoch: [26] [2060/2904] eta: 0:10:36 lr: 0.001603 loss: 0.2168 (0.2294) loss_rec_all: 0.2427 (0.2547) loss_rec_sfr: 0.3131 (0.3633) loss_cl: -0.2792 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [07:50:06.969330] Epoch: [26] [2080/2904] eta: 0:10:21 lr: 0.001603 loss: 0.2192 (0.2294) loss_rec_all: 0.2447 (0.2547) loss_rec_sfr: 0.3330 (0.3633) loss_cl: -0.2795 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [07:50:21.889781] Epoch: [26] [2100/2904] eta: 0:10:06 lr: 0.001603 loss: 0.2151 (0.2294) loss_rec_all: 0.2407 (0.2547) loss_rec_sfr: 0.3151 (0.3633) loss_cl: -0.2788 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [07:50:36.812979] Epoch: [26] [2120/2904] eta: 0:09:51 lr: 0.001604 loss: 0.2169 (0.2294) loss_rec_all: 0.2420 (0.2547) loss_rec_sfr: 0.3103 (0.3632) loss_cl: -0.2774 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [07:50:51.734155] Epoch: [26] [2140/2904] eta: 0:09:36 lr: 0.001604 loss: 0.2226 (0.2295) loss_rec_all: 0.2484 (0.2548) loss_rec_sfr: 0.3237 (0.3634) loss_cl: -0.2780 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [07:51:06.653156] Epoch: [26] [2160/2904] eta: 0:09:21 lr: 0.001605 loss: 0.2216 (0.2295) loss_rec_all: 0.2468 (0.2548) loss_rec_sfr: 0.3490 (0.3634) loss_cl: -0.2779 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [07:51:21.572429] Epoch: [26] [2180/2904] eta: 0:09:06 lr: 0.001605 loss: 0.2164 (0.2295) loss_rec_all: 0.2424 (0.2548) loss_rec_sfr: 0.3160 (0.3632) loss_cl: -0.2801 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [07:51:36.491403] Epoch: [26] [2200/2904] eta: 0:08:50 lr: 0.001605 loss: 0.2190 (0.2295) loss_rec_all: 0.2443 (0.2548) loss_rec_sfr: 0.3529 (0.3632) loss_cl: -0.2773 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [07:51:51.411394] Epoch: [26] [2220/2904] eta: 0:08:35 lr: 0.001606 loss: 0.2183 (0.2295) loss_rec_all: 0.2435 (0.2548) loss_rec_sfr: 0.3665 (0.3634) loss_cl: -0.2782 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [07:52:06.331061] Epoch: [26] [2240/2904] eta: 0:08:20 lr: 0.001606 loss: 0.2162 (0.2295) loss_rec_all: 0.2414 (0.2548) loss_rec_sfr: 0.3682 (0.3635) loss_cl: -0.2790 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [07:52:21.260726] Epoch: [26] [2260/2904] eta: 0:08:05 lr: 0.001607 loss: 0.2199 (0.2294) loss_rec_all: 0.2455 (0.2548) loss_rec_sfr: 0.3328 (0.3633) loss_cl: -0.2784 (-0.2786) time: 0.7464 data: 0.0002 max mem: 29860 [07:52:36.192439] Epoch: [26] [2280/2904] eta: 0:07:50 lr: 0.001607 loss: 0.2178 (0.2295) loss_rec_all: 0.2435 (0.2548) loss_rec_sfr: 0.3207 (0.3633) loss_cl: -0.2781 (-0.2786) time: 0.7465 data: 0.0002 max mem: 29860 [07:52:51.121466] Epoch: [26] [2300/2904] eta: 0:07:35 lr: 0.001608 loss: 0.2164 (0.2295) loss_rec_all: 0.2421 (0.2548) loss_rec_sfr: 0.3274 (0.3633) loss_cl: -0.2785 (-0.2786) time: 0.7464 data: 0.0002 max mem: 29860 [07:53:06.052157] Epoch: [26] [2320/2904] eta: 0:07:20 lr: 0.001608 loss: 0.2198 (0.2294) loss_rec_all: 0.2454 (0.2547) loss_rec_sfr: 0.3146 (0.3630) loss_cl: -0.2791 (-0.2786) time: 0.7465 data: 0.0002 max mem: 29860 [07:53:20.973247] Epoch: [26] [2340/2904] eta: 0:07:05 lr: 0.001608 loss: 0.2137 (0.2293) loss_rec_all: 0.2395 (0.2546) loss_rec_sfr: 0.3080 (0.3626) loss_cl: -0.2787 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [07:53:35.895273] Epoch: [26] [2360/2904] eta: 0:06:49 lr: 0.001609 loss: 0.2175 (0.2293) loss_rec_all: 0.2428 (0.2546) loss_rec_sfr: 0.3209 (0.3624) loss_cl: -0.2793 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [07:53:50.818219] Epoch: [26] [2380/2904] eta: 0:06:34 lr: 0.001609 loss: 0.2151 (0.2292) loss_rec_all: 0.2403 (0.2545) loss_rec_sfr: 0.3259 (0.3623) loss_cl: -0.2787 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [07:54:05.738603] Epoch: [26] [2400/2904] eta: 0:06:19 lr: 0.001610 loss: 0.2163 (0.2292) loss_rec_all: 0.2419 (0.2545) loss_rec_sfr: 0.3485 (0.3623) loss_cl: -0.2786 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [07:54:20.655567] Epoch: [26] [2420/2904] eta: 0:06:04 lr: 0.001610 loss: 0.2181 (0.2292) loss_rec_all: 0.2435 (0.2545) loss_rec_sfr: 0.3148 (0.3621) loss_cl: -0.2788 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [07:54:35.577211] Epoch: [26] [2440/2904] eta: 0:05:49 lr: 0.001610 loss: 0.2216 (0.2292) loss_rec_all: 0.2474 (0.2545) loss_rec_sfr: 0.3179 (0.3622) loss_cl: -0.2786 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [07:54:50.495619] Epoch: [26] [2460/2904] eta: 0:05:34 lr: 0.001611 loss: 0.2153 (0.2291) loss_rec_all: 0.2406 (0.2545) loss_rec_sfr: 0.3268 (0.3621) loss_cl: -0.2786 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [07:55:05.415921] Epoch: [26] [2480/2904] eta: 0:05:19 lr: 0.001611 loss: 0.2181 (0.2291) loss_rec_all: 0.2439 (0.2544) loss_rec_sfr: 0.3180 (0.3619) loss_cl: -0.2784 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [07:55:20.338841] Epoch: [26] [2500/2904] eta: 0:05:04 lr: 0.001612 loss: 0.2139 (0.2290) loss_rec_all: 0.2397 (0.2544) loss_rec_sfr: 0.3062 (0.3617) loss_cl: -0.2793 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [07:55:35.263575] Epoch: [26] [2520/2904] eta: 0:04:49 lr: 0.001612 loss: 0.2137 (0.2290) loss_rec_all: 0.2397 (0.2543) loss_rec_sfr: 0.3109 (0.3614) loss_cl: -0.2791 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [07:55:50.182014] Epoch: [26] [2540/2904] eta: 0:04:34 lr: 0.001612 loss: 0.2112 (0.2288) loss_rec_all: 0.2370 (0.2542) loss_rec_sfr: 0.3196 (0.3611) loss_cl: -0.2781 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [07:56:05.103806] Epoch: [26] [2560/2904] eta: 0:04:19 lr: 0.001613 loss: 0.2210 (0.2289) loss_rec_all: 0.2469 (0.2542) loss_rec_sfr: 0.3241 (0.3611) loss_cl: -0.2782 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [07:56:20.026153] Epoch: [26] [2580/2904] eta: 0:04:03 lr: 0.001613 loss: 0.2180 (0.2289) loss_rec_all: 0.2430 (0.2542) loss_rec_sfr: 0.3668 (0.3613) loss_cl: -0.2786 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [07:56:34.947399] Epoch: [26] [2600/2904] eta: 0:03:48 lr: 0.001614 loss: 0.2144 (0.2288) loss_rec_all: 0.2399 (0.2542) loss_rec_sfr: 0.3158 (0.3611) loss_cl: -0.2791 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [07:56:49.868325] Epoch: [26] [2620/2904] eta: 0:03:33 lr: 0.001614 loss: 0.2150 (0.2288) loss_rec_all: 0.2407 (0.2541) loss_rec_sfr: 0.3131 (0.3610) loss_cl: -0.2796 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [07:57:04.793331] Epoch: [26] [2640/2904] eta: 0:03:18 lr: 0.001615 loss: 0.2148 (0.2287) loss_rec_all: 0.2403 (0.2541) loss_rec_sfr: 0.3134 (0.3608) loss_cl: -0.2788 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [07:57:19.717540] Epoch: [26] [2660/2904] eta: 0:03:03 lr: 0.001615 loss: 0.2185 (0.2287) loss_rec_all: 0.2444 (0.2540) loss_rec_sfr: 0.3185 (0.3606) loss_cl: -0.2781 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [07:57:34.644527] Epoch: [26] [2680/2904] eta: 0:02:48 lr: 0.001615 loss: 0.2192 (0.2287) loss_rec_all: 0.2445 (0.2540) loss_rec_sfr: 0.3082 (0.3605) loss_cl: -0.2780 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [07:57:49.564563] Epoch: [26] [2700/2904] eta: 0:02:33 lr: 0.001616 loss: 0.2170 (0.2287) loss_rec_all: 0.2426 (0.2540) loss_rec_sfr: 0.3214 (0.3605) loss_cl: -0.2789 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [07:58:04.484931] Epoch: [26] [2720/2904] eta: 0:02:18 lr: 0.001616 loss: 0.2173 (0.2287) loss_rec_all: 0.2432 (0.2541) loss_rec_sfr: 0.3205 (0.3606) loss_cl: -0.2788 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [07:58:19.407412] Epoch: [26] [2740/2904] eta: 0:02:03 lr: 0.001617 loss: 0.2272 (0.2288) loss_rec_all: 0.2528 (0.2541) loss_rec_sfr: 0.3177 (0.3607) loss_cl: -0.2790 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [07:58:34.318794] Epoch: [26] [2760/2904] eta: 0:01:48 lr: 0.001617 loss: 0.2157 (0.2288) loss_rec_all: 0.2417 (0.2541) loss_rec_sfr: 0.3166 (0.3605) loss_cl: -0.2782 (-0.2786) time: 0.7455 data: 0.0002 max mem: 29860 [07:58:49.233614] Epoch: [26] [2780/2904] eta: 0:01:33 lr: 0.001617 loss: 0.2222 (0.2288) loss_rec_all: 0.2480 (0.2541) loss_rec_sfr: 0.3462 (0.3607) loss_cl: -0.2793 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [07:59:04.155031] Epoch: [26] [2800/2904] eta: 0:01:18 lr: 0.001618 loss: 0.2130 (0.2288) loss_rec_all: 0.2386 (0.2541) loss_rec_sfr: 0.3093 (0.3605) loss_cl: -0.2784 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [07:59:19.070165] Epoch: [26] [2820/2904] eta: 0:01:03 lr: 0.001618 loss: 0.2177 (0.2287) loss_rec_all: 0.2433 (0.2541) loss_rec_sfr: 0.3240 (0.3604) loss_cl: -0.2784 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [07:59:34.021596] Epoch: [26] [2840/2904] eta: 0:00:48 lr: 0.001619 loss: 0.2141 (0.2287) loss_rec_all: 0.2398 (0.2540) loss_rec_sfr: 0.3451 (0.3603) loss_cl: -0.2787 (-0.2786) time: 0.7475 data: 0.0023 max mem: 29860 [07:59:48.927037] Epoch: [26] [2860/2904] eta: 0:00:33 lr: 0.001619 loss: 0.2142 (0.2286) loss_rec_all: 0.2397 (0.2540) loss_rec_sfr: 0.3167 (0.3602) loss_cl: -0.2788 (-0.2786) time: 0.7452 data: 0.0001 max mem: 29860 [08:00:03.829425] Epoch: [26] [2880/2904] eta: 0:00:18 lr: 0.001620 loss: 0.2146 (0.2286) loss_rec_all: 0.2402 (0.2539) loss_rec_sfr: 0.3219 (0.3602) loss_cl: -0.2781 (-0.2786) time: 0.7451 data: 0.0001 max mem: 29860 [08:00:18.736868] Epoch: [26] [2900/2904] eta: 0:00:03 lr: 0.001620 loss: 0.2195 (0.2287) loss_rec_all: 0.2449 (0.2540) loss_rec_sfr: 0.3150 (0.3603) loss_cl: -0.2783 (-0.2786) time: 0.7453 data: 0.0001 max mem: 29860 [08:00:20.979447] Epoch: [26] [2903/2904] eta: 0:00:00 lr: 0.001620 loss: 0.2195 (0.2286) loss_rec_all: 0.2449 (0.2540) loss_rec_sfr: 0.3123 (0.3602) loss_cl: -0.2785 (-0.2786) time: 0.7453 data: 0.0001 max mem: 29860 [08:00:22.998719] Epoch: [26] Total time: 0:36:26 (0.7529 s / it) [08:00:23.003081] Averaged stats: lr: 0.001620 loss: 0.2195 (0.2308) loss_rec_all: 0.2449 (0.2538) loss_rec_sfr: 0.3123 (0.3593) loss_cl: -0.2785 (-0.2552) [08:00:23.007714] log_dir: ./checkpoint/VF2_ViT-B [08:00:39.432260] Epoch: [27] [ 0/2904] eta: 13:14:53 lr: 0.001620 loss: 0.2132 (0.2132) loss_rec_all: 0.2388 (0.2388) loss_rec_sfr: 0.3073 (0.3073) loss_cl: -0.2779 (-0.2779) time: 16.4234 data: 12.3488 max mem: 29860 [08:00:56.713409] Epoch: [27] [ 20/2904] eta: 1:17:08 lr: 0.001620 loss: 0.2164 (0.2177) loss_rec_all: 0.2420 (0.2433) loss_rec_sfr: 0.3151 (0.3236) loss_cl: -0.2794 (-0.2793) time: 0.8640 data: 0.1053 max mem: 29860 [08:01:11.605449] Epoch: [27] [ 40/2904] eta: 0:56:34 lr: 0.001621 loss: 0.2156 (0.2216) loss_rec_all: 0.2415 (0.2471) loss_rec_sfr: 0.3201 (0.3383) loss_cl: -0.2796 (-0.2794) time: 0.7446 data: 0.0002 max mem: 29860 [08:01:26.505309] Epoch: [27] [ 60/2904] eta: 0:49:20 lr: 0.001621 loss: 0.2188 (0.2227) loss_rec_all: 0.2442 (0.2482) loss_rec_sfr: 0.3187 (0.3421) loss_cl: -0.2794 (-0.2792) time: 0.7450 data: 0.0002 max mem: 29860 [08:01:41.403814] Epoch: [27] [ 80/2904] eta: 0:45:33 lr: 0.001622 loss: 0.2171 (0.2222) loss_rec_all: 0.2424 (0.2477) loss_rec_sfr: 0.3562 (0.3432) loss_cl: -0.2791 (-0.2792) time: 0.7449 data: 0.0002 max mem: 29860 [08:01:56.350162] Epoch: [27] [ 100/2904] eta: 0:43:11 lr: 0.001622 loss: 0.2237 (0.2238) loss_rec_all: 0.2490 (0.2492) loss_rec_sfr: 0.3211 (0.3464) loss_cl: -0.2776 (-0.2789) time: 0.7473 data: 0.0002 max mem: 29860 [08:02:11.297973] Epoch: [27] [ 120/2904] eta: 0:41:31 lr: 0.001622 loss: 0.2171 (0.2241) loss_rec_all: 0.2423 (0.2496) loss_rec_sfr: 0.3652 (0.3505) loss_cl: -0.2789 (-0.2789) time: 0.7474 data: 0.0002 max mem: 29860 [08:02:26.248358] Epoch: [27] [ 140/2904] eta: 0:40:15 lr: 0.001623 loss: 0.2201 (0.2261) loss_rec_all: 0.2456 (0.2515) loss_rec_sfr: 0.3662 (0.3571) loss_cl: -0.2783 (-0.2788) time: 0.7475 data: 0.0002 max mem: 29860 [08:02:41.176038] Epoch: [27] [ 160/2904] eta: 0:39:14 lr: 0.001623 loss: 0.2175 (0.2257) loss_rec_all: 0.2430 (0.2511) loss_rec_sfr: 0.3171 (0.3563) loss_cl: -0.2791 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [08:02:56.131214] Epoch: [27] [ 180/2904] eta: 0:38:24 lr: 0.001624 loss: 0.2171 (0.2254) loss_rec_all: 0.2425 (0.2507) loss_rec_sfr: 0.3474 (0.3561) loss_cl: -0.2782 (-0.2787) time: 0.7477 data: 0.0002 max mem: 29860 [08:03:11.058771] Epoch: [27] [ 200/2904] eta: 0:37:40 lr: 0.001624 loss: 0.2155 (0.2252) loss_rec_all: 0.2413 (0.2506) loss_rec_sfr: 0.3059 (0.3547) loss_cl: -0.2783 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [08:03:25.989332] Epoch: [27] [ 220/2904] eta: 0:37:02 lr: 0.001625 loss: 0.2174 (0.2257) loss_rec_all: 0.2428 (0.2511) loss_rec_sfr: 0.3636 (0.3564) loss_cl: -0.2790 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [08:03:40.915637] Epoch: [27] [ 240/2904] eta: 0:36:27 lr: 0.001625 loss: 0.2180 (0.2261) loss_rec_all: 0.2439 (0.2514) loss_rec_sfr: 0.3147 (0.3566) loss_cl: -0.2799 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [08:03:55.846719] Epoch: [27] [ 260/2904] eta: 0:35:55 lr: 0.001625 loss: 0.2200 (0.2261) loss_rec_all: 0.2451 (0.2515) loss_rec_sfr: 0.3118 (0.3560) loss_cl: -0.2787 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [08:04:10.769839] Epoch: [27] [ 280/2904] eta: 0:35:26 lr: 0.001626 loss: 0.2156 (0.2260) loss_rec_all: 0.2414 (0.2514) loss_rec_sfr: 0.3197 (0.3559) loss_cl: -0.2784 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [08:04:25.694161] Epoch: [27] [ 300/2904] eta: 0:34:59 lr: 0.001626 loss: 0.2178 (0.2261) loss_rec_all: 0.2432 (0.2514) loss_rec_sfr: 0.3410 (0.3561) loss_cl: -0.2779 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [08:04:40.627255] Epoch: [27] [ 320/2904] eta: 0:34:33 lr: 0.001627 loss: 0.2133 (0.2257) loss_rec_all: 0.2390 (0.2511) loss_rec_sfr: 0.3084 (0.3548) loss_cl: -0.2789 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [08:04:55.557099] Epoch: [27] [ 340/2904] eta: 0:34:09 lr: 0.001627 loss: 0.2227 (0.2258) loss_rec_all: 0.2482 (0.2512) loss_rec_sfr: 0.3226 (0.3546) loss_cl: -0.2790 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [08:05:10.481604] Epoch: [27] [ 360/2904] eta: 0:33:45 lr: 0.001627 loss: 0.2140 (0.2256) loss_rec_all: 0.2396 (0.2510) loss_rec_sfr: 0.3446 (0.3545) loss_cl: -0.2789 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [08:05:25.403902] Epoch: [27] [ 380/2904] eta: 0:33:23 lr: 0.001628 loss: 0.2183 (0.2259) loss_rec_all: 0.2440 (0.2512) loss_rec_sfr: 0.3199 (0.3550) loss_cl: -0.2791 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [08:05:40.332547] Epoch: [27] [ 400/2904] eta: 0:33:01 lr: 0.001628 loss: 0.2206 (0.2261) loss_rec_all: 0.2459 (0.2515) loss_rec_sfr: 0.3176 (0.3554) loss_cl: -0.2782 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [08:05:55.270140] Epoch: [27] [ 420/2904] eta: 0:32:40 lr: 0.001629 loss: 0.2189 (0.2263) loss_rec_all: 0.2446 (0.2516) loss_rec_sfr: 0.3552 (0.3559) loss_cl: -0.2790 (-0.2787) time: 0.7468 data: 0.0002 max mem: 29860 [08:06:10.202013] Epoch: [27] [ 440/2904] eta: 0:32:19 lr: 0.001629 loss: 0.2213 (0.2267) loss_rec_all: 0.2466 (0.2521) loss_rec_sfr: 0.3564 (0.3573) loss_cl: -0.2782 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [08:06:25.124944] Epoch: [27] [ 460/2904] eta: 0:31:59 lr: 0.001630 loss: 0.2166 (0.2269) loss_rec_all: 0.2424 (0.2523) loss_rec_sfr: 0.3574 (0.3580) loss_cl: -0.2791 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [08:06:40.046810] Epoch: [27] [ 480/2904] eta: 0:31:39 lr: 0.001630 loss: 0.2123 (0.2269) loss_rec_all: 0.2379 (0.2522) loss_rec_sfr: 0.3177 (0.3578) loss_cl: -0.2783 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [08:06:54.967854] Epoch: [27] [ 500/2904] eta: 0:31:20 lr: 0.001630 loss: 0.2195 (0.2270) loss_rec_all: 0.2453 (0.2524) loss_rec_sfr: 0.3162 (0.3574) loss_cl: -0.2781 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [08:07:09.886543] Epoch: [27] [ 520/2904] eta: 0:31:01 lr: 0.001631 loss: 0.2174 (0.2272) loss_rec_all: 0.2432 (0.2525) loss_rec_sfr: 0.3183 (0.3577) loss_cl: -0.2783 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [08:07:24.806512] Epoch: [27] [ 540/2904] eta: 0:30:43 lr: 0.001631 loss: 0.2125 (0.2274) loss_rec_all: 0.2384 (0.2528) loss_rec_sfr: 0.3081 (0.3581) loss_cl: -0.2793 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [08:07:39.736683] Epoch: [27] [ 560/2904] eta: 0:30:24 lr: 0.001632 loss: 0.2220 (0.2275) loss_rec_all: 0.2478 (0.2529) loss_rec_sfr: 0.3071 (0.3578) loss_cl: -0.2783 (-0.2786) time: 0.7465 data: 0.0002 max mem: 29860 [08:07:54.659943] Epoch: [27] [ 580/2904] eta: 0:30:06 lr: 0.001632 loss: 0.2184 (0.2275) loss_rec_all: 0.2441 (0.2528) loss_rec_sfr: 0.3180 (0.3577) loss_cl: -0.2783 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [08:08:09.581947] Epoch: [27] [ 600/2904] eta: 0:29:48 lr: 0.001632 loss: 0.2190 (0.2274) loss_rec_all: 0.2442 (0.2528) loss_rec_sfr: 0.3173 (0.3574) loss_cl: -0.2790 (-0.2786) time: 0.7461 data: 0.0003 max mem: 29860 [08:08:24.498955] Epoch: [27] [ 620/2904] eta: 0:29:30 lr: 0.001633 loss: 0.2183 (0.2276) loss_rec_all: 0.2437 (0.2530) loss_rec_sfr: 0.3117 (0.3575) loss_cl: -0.2786 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [08:08:39.420680] Epoch: [27] [ 640/2904] eta: 0:29:13 lr: 0.001633 loss: 0.2155 (0.2276) loss_rec_all: 0.2413 (0.2530) loss_rec_sfr: 0.3133 (0.3573) loss_cl: -0.2780 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [08:08:54.341399] Epoch: [27] [ 660/2904] eta: 0:28:55 lr: 0.001634 loss: 0.2132 (0.2275) loss_rec_all: 0.2385 (0.2529) loss_rec_sfr: 0.3169 (0.3571) loss_cl: -0.2781 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [08:09:09.263288] Epoch: [27] [ 680/2904] eta: 0:28:38 lr: 0.001634 loss: 0.2171 (0.2276) loss_rec_all: 0.2430 (0.2529) loss_rec_sfr: 0.3170 (0.3572) loss_cl: -0.2790 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [08:09:24.191851] Epoch: [27] [ 700/2904] eta: 0:28:21 lr: 0.001634 loss: 0.2223 (0.2275) loss_rec_all: 0.2477 (0.2529) loss_rec_sfr: 0.3173 (0.3566) loss_cl: -0.2800 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [08:09:39.119131] Epoch: [27] [ 720/2904] eta: 0:28:04 lr: 0.001635 loss: 0.2181 (0.2278) loss_rec_all: 0.2436 (0.2532) loss_rec_sfr: 0.3507 (0.3576) loss_cl: -0.2782 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [08:09:54.049601] Epoch: [27] [ 740/2904] eta: 0:27:47 lr: 0.001635 loss: 0.2169 (0.2281) loss_rec_all: 0.2422 (0.2535) loss_rec_sfr: 0.3749 (0.3583) loss_cl: -0.2782 (-0.2786) time: 0.7465 data: 0.0002 max mem: 29860 [08:10:08.979322] Epoch: [27] [ 760/2904] eta: 0:27:30 lr: 0.001636 loss: 0.2145 (0.2279) loss_rec_all: 0.2399 (0.2533) loss_rec_sfr: 0.3151 (0.3580) loss_cl: -0.2786 (-0.2786) time: 0.7464 data: 0.0002 max mem: 29860 [08:10:23.909402] Epoch: [27] [ 780/2904] eta: 0:27:14 lr: 0.001636 loss: 0.2150 (0.2282) loss_rec_all: 0.2400 (0.2535) loss_rec_sfr: 0.3648 (0.3591) loss_cl: -0.2785 (-0.2786) time: 0.7465 data: 0.0002 max mem: 29860 [08:10:38.841777] Epoch: [27] [ 800/2904] eta: 0:26:57 lr: 0.001637 loss: 0.2223 (0.2281) loss_rec_all: 0.2473 (0.2535) loss_rec_sfr: 0.3141 (0.3590) loss_cl: -0.2787 (-0.2786) time: 0.7466 data: 0.0002 max mem: 29860 [08:10:53.768799] Epoch: [27] [ 820/2904] eta: 0:26:41 lr: 0.001637 loss: 0.2152 (0.2280) loss_rec_all: 0.2404 (0.2534) loss_rec_sfr: 0.3500 (0.3588) loss_cl: -0.2786 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [08:11:08.704383] Epoch: [27] [ 840/2904] eta: 0:26:24 lr: 0.001637 loss: 0.2226 (0.2281) loss_rec_all: 0.2482 (0.2535) loss_rec_sfr: 0.3229 (0.3589) loss_cl: -0.2778 (-0.2786) time: 0.7467 data: 0.0002 max mem: 29860 [08:11:23.631606] Epoch: [27] [ 860/2904] eta: 0:26:08 lr: 0.001638 loss: 0.2196 (0.2282) loss_rec_all: 0.2449 (0.2536) loss_rec_sfr: 0.3399 (0.3591) loss_cl: -0.2785 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [08:11:38.563273] Epoch: [27] [ 880/2904] eta: 0:25:51 lr: 0.001638 loss: 0.2129 (0.2281) loss_rec_all: 0.2386 (0.2534) loss_rec_sfr: 0.3135 (0.3588) loss_cl: -0.2791 (-0.2786) time: 0.7465 data: 0.0002 max mem: 29860 [08:11:53.492238] Epoch: [27] [ 900/2904] eta: 0:25:35 lr: 0.001639 loss: 0.2143 (0.2279) loss_rec_all: 0.2400 (0.2533) loss_rec_sfr: 0.3118 (0.3582) loss_cl: -0.2783 (-0.2786) time: 0.7464 data: 0.0002 max mem: 29860 [08:12:08.428217] Epoch: [27] [ 920/2904] eta: 0:25:19 lr: 0.001639 loss: 0.2151 (0.2278) loss_rec_all: 0.2406 (0.2532) loss_rec_sfr: 0.3570 (0.3584) loss_cl: -0.2794 (-0.2786) time: 0.7468 data: 0.0002 max mem: 29860 [08:12:23.352941] Epoch: [27] [ 940/2904] eta: 0:25:03 lr: 0.001639 loss: 0.2189 (0.2278) loss_rec_all: 0.2446 (0.2532) loss_rec_sfr: 0.3153 (0.3581) loss_cl: -0.2782 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [08:12:38.281884] Epoch: [27] [ 960/2904] eta: 0:24:47 lr: 0.001640 loss: 0.2168 (0.2280) loss_rec_all: 0.2424 (0.2533) loss_rec_sfr: 0.3354 (0.3586) loss_cl: -0.2781 (-0.2786) time: 0.7464 data: 0.0002 max mem: 29860 [08:12:53.206746] Epoch: [27] [ 980/2904] eta: 0:24:31 lr: 0.001640 loss: 0.2167 (0.2281) loss_rec_all: 0.2421 (0.2535) loss_rec_sfr: 0.3219 (0.3587) loss_cl: -0.2776 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [08:13:08.133480] Epoch: [27] [1000/2904] eta: 0:24:15 lr: 0.001641 loss: 0.2221 (0.2283) loss_rec_all: 0.2477 (0.2536) loss_rec_sfr: 0.3154 (0.3591) loss_cl: -0.2792 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [08:13:23.062964] Epoch: [27] [1020/2904] eta: 0:23:59 lr: 0.001641 loss: 0.2201 (0.2285) loss_rec_all: 0.2457 (0.2538) loss_rec_sfr: 0.3691 (0.3599) loss_cl: -0.2794 (-0.2786) time: 0.7464 data: 0.0002 max mem: 29860 [08:13:37.988813] Epoch: [27] [1040/2904] eta: 0:23:43 lr: 0.001641 loss: 0.2189 (0.2285) loss_rec_all: 0.2439 (0.2538) loss_rec_sfr: 0.3238 (0.3599) loss_cl: -0.2777 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [08:13:52.914958] Epoch: [27] [1060/2904] eta: 0:23:27 lr: 0.001642 loss: 0.2144 (0.2285) loss_rec_all: 0.2401 (0.2538) loss_rec_sfr: 0.3250 (0.3599) loss_cl: -0.2784 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [08:14:07.842257] Epoch: [27] [1080/2904] eta: 0:23:11 lr: 0.001642 loss: 0.2159 (0.2284) loss_rec_all: 0.2412 (0.2538) loss_rec_sfr: 0.3512 (0.3598) loss_cl: -0.2782 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [08:14:22.771498] Epoch: [27] [1100/2904] eta: 0:22:55 lr: 0.001643 loss: 0.2164 (0.2285) loss_rec_all: 0.2414 (0.2538) loss_rec_sfr: 0.3286 (0.3599) loss_cl: -0.2783 (-0.2786) time: 0.7464 data: 0.0002 max mem: 29860 [08:14:37.704815] Epoch: [27] [1120/2904] eta: 0:22:40 lr: 0.001643 loss: 0.2138 (0.2284) loss_rec_all: 0.2396 (0.2537) loss_rec_sfr: 0.3216 (0.3597) loss_cl: -0.2785 (-0.2786) time: 0.7466 data: 0.0002 max mem: 29860 [08:14:52.634674] Epoch: [27] [1140/2904] eta: 0:22:24 lr: 0.001644 loss: 0.2202 (0.2284) loss_rec_all: 0.2455 (0.2537) loss_rec_sfr: 0.3660 (0.3599) loss_cl: -0.2788 (-0.2786) time: 0.7465 data: 0.0002 max mem: 29860 [08:15:07.560580] Epoch: [27] [1160/2904] eta: 0:22:08 lr: 0.001644 loss: 0.2186 (0.2285) loss_rec_all: 0.2438 (0.2538) loss_rec_sfr: 0.3495 (0.3601) loss_cl: -0.2795 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [08:15:22.488716] Epoch: [27] [1180/2904] eta: 0:21:52 lr: 0.001644 loss: 0.2153 (0.2284) loss_rec_all: 0.2409 (0.2537) loss_rec_sfr: 0.3224 (0.3599) loss_cl: -0.2786 (-0.2786) time: 0.7464 data: 0.0002 max mem: 29860 [08:15:37.412808] Epoch: [27] [1200/2904] eta: 0:21:37 lr: 0.001645 loss: 0.2175 (0.2283) loss_rec_all: 0.2432 (0.2536) loss_rec_sfr: 0.3619 (0.3598) loss_cl: -0.2780 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [08:15:52.332599] Epoch: [27] [1220/2904] eta: 0:21:21 lr: 0.001645 loss: 0.2192 (0.2283) loss_rec_all: 0.2442 (0.2536) loss_rec_sfr: 0.3186 (0.3598) loss_cl: -0.2777 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [08:16:07.248807] Epoch: [27] [1240/2904] eta: 0:21:06 lr: 0.001646 loss: 0.2171 (0.2282) loss_rec_all: 0.2423 (0.2536) loss_rec_sfr: 0.3191 (0.3596) loss_cl: -0.2785 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [08:16:22.165156] Epoch: [27] [1260/2904] eta: 0:20:50 lr: 0.001646 loss: 0.2273 (0.2284) loss_rec_all: 0.2529 (0.2537) loss_rec_sfr: 0.3585 (0.3601) loss_cl: -0.2787 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [08:16:37.084490] Epoch: [27] [1280/2904] eta: 0:20:34 lr: 0.001646 loss: 0.2146 (0.2283) loss_rec_all: 0.2399 (0.2536) loss_rec_sfr: 0.3059 (0.3598) loss_cl: -0.2790 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [08:16:52.007648] Epoch: [27] [1300/2904] eta: 0:20:19 lr: 0.001647 loss: 0.2180 (0.2283) loss_rec_all: 0.2437 (0.2537) loss_rec_sfr: 0.3199 (0.3600) loss_cl: -0.2782 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [08:17:06.939999] Epoch: [27] [1320/2904] eta: 0:20:03 lr: 0.001647 loss: 0.2223 (0.2283) loss_rec_all: 0.2480 (0.2537) loss_rec_sfr: 0.3533 (0.3600) loss_cl: -0.2785 (-0.2785) time: 0.7466 data: 0.0002 max mem: 29860 [08:17:21.865370] Epoch: [27] [1340/2904] eta: 0:19:48 lr: 0.001648 loss: 0.2134 (0.2283) loss_rec_all: 0.2393 (0.2536) loss_rec_sfr: 0.3559 (0.3599) loss_cl: -0.2795 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [08:17:36.787734] Epoch: [27] [1360/2904] eta: 0:19:32 lr: 0.001648 loss: 0.2161 (0.2283) loss_rec_all: 0.2415 (0.2536) loss_rec_sfr: 0.3448 (0.3600) loss_cl: -0.2787 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [08:17:51.708800] Epoch: [27] [1380/2904] eta: 0:19:17 lr: 0.001649 loss: 0.2207 (0.2282) loss_rec_all: 0.2460 (0.2535) loss_rec_sfr: 0.3344 (0.3599) loss_cl: -0.2784 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [08:18:06.632972] Epoch: [27] [1400/2904] eta: 0:19:01 lr: 0.001649 loss: 0.2224 (0.2284) loss_rec_all: 0.2480 (0.2537) loss_rec_sfr: 0.3620 (0.3604) loss_cl: -0.2782 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [08:18:21.543396] Epoch: [27] [1420/2904] eta: 0:18:46 lr: 0.001649 loss: 0.2136 (0.2282) loss_rec_all: 0.2393 (0.2536) loss_rec_sfr: 0.3104 (0.3601) loss_cl: -0.2786 (-0.2786) time: 0.7455 data: 0.0002 max mem: 29860 [08:18:36.459218] Epoch: [27] [1440/2904] eta: 0:18:30 lr: 0.001650 loss: 0.2258 (0.2283) loss_rec_all: 0.2516 (0.2537) loss_rec_sfr: 0.3236 (0.3602) loss_cl: -0.2791 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [08:18:51.377230] Epoch: [27] [1460/2904] eta: 0:18:15 lr: 0.001650 loss: 0.2137 (0.2282) loss_rec_all: 0.2396 (0.2535) loss_rec_sfr: 0.3093 (0.3598) loss_cl: -0.2786 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [08:19:06.297421] Epoch: [27] [1480/2904] eta: 0:17:59 lr: 0.001651 loss: 0.2170 (0.2281) loss_rec_all: 0.2428 (0.2535) loss_rec_sfr: 0.3154 (0.3595) loss_cl: -0.2793 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [08:19:21.219219] Epoch: [27] [1500/2904] eta: 0:17:44 lr: 0.001651 loss: 0.2200 (0.2283) loss_rec_all: 0.2458 (0.2536) loss_rec_sfr: 0.3561 (0.3599) loss_cl: -0.2786 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [08:19:36.142764] Epoch: [27] [1520/2904] eta: 0:17:29 lr: 0.001651 loss: 0.2166 (0.2282) loss_rec_all: 0.2423 (0.2535) loss_rec_sfr: 0.3174 (0.3597) loss_cl: -0.2787 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [08:19:51.060342] Epoch: [27] [1540/2904] eta: 0:17:13 lr: 0.001652 loss: 0.2192 (0.2283) loss_rec_all: 0.2445 (0.2536) loss_rec_sfr: 0.3523 (0.3600) loss_cl: -0.2787 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [08:20:05.978113] Epoch: [27] [1560/2904] eta: 0:16:58 lr: 0.001652 loss: 0.2208 (0.2283) loss_rec_all: 0.2464 (0.2536) loss_rec_sfr: 0.3224 (0.3599) loss_cl: -0.2788 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [08:20:20.899377] Epoch: [27] [1580/2904] eta: 0:16:43 lr: 0.001653 loss: 0.2164 (0.2282) loss_rec_all: 0.2417 (0.2535) loss_rec_sfr: 0.3499 (0.3598) loss_cl: -0.2785 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [08:20:35.828635] Epoch: [27] [1600/2904] eta: 0:16:27 lr: 0.001653 loss: 0.2152 (0.2282) loss_rec_all: 0.2411 (0.2535) loss_rec_sfr: 0.3147 (0.3596) loss_cl: -0.2786 (-0.2786) time: 0.7464 data: 0.0002 max mem: 29860 [08:20:50.751469] Epoch: [27] [1620/2904] eta: 0:16:12 lr: 0.001653 loss: 0.2264 (0.2283) loss_rec_all: 0.2521 (0.2536) loss_rec_sfr: 0.3216 (0.3597) loss_cl: -0.2790 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [08:21:05.677333] Epoch: [27] [1640/2904] eta: 0:15:57 lr: 0.001654 loss: 0.2220 (0.2285) loss_rec_all: 0.2479 (0.2538) loss_rec_sfr: 0.3571 (0.3601) loss_cl: -0.2786 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [08:21:20.597496] Epoch: [27] [1660/2904] eta: 0:15:41 lr: 0.001654 loss: 0.2195 (0.2285) loss_rec_all: 0.2454 (0.2538) loss_rec_sfr: 0.3214 (0.3600) loss_cl: -0.2783 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [08:21:35.514560] Epoch: [27] [1680/2904] eta: 0:15:26 lr: 0.001655 loss: 0.2143 (0.2284) loss_rec_all: 0.2400 (0.2537) loss_rec_sfr: 0.3522 (0.3599) loss_cl: -0.2784 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [08:21:50.431856] Epoch: [27] [1700/2904] eta: 0:15:11 lr: 0.001655 loss: 0.2117 (0.2282) loss_rec_all: 0.2371 (0.2536) loss_rec_sfr: 0.3052 (0.3595) loss_cl: -0.2788 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [08:22:05.348989] Epoch: [27] [1720/2904] eta: 0:14:55 lr: 0.001656 loss: 0.2191 (0.2283) loss_rec_all: 0.2443 (0.2536) loss_rec_sfr: 0.3602 (0.3597) loss_cl: -0.2788 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [08:22:20.268469] Epoch: [27] [1740/2904] eta: 0:14:40 lr: 0.001656 loss: 0.2162 (0.2283) loss_rec_all: 0.2420 (0.2536) loss_rec_sfr: 0.3136 (0.3598) loss_cl: -0.2782 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [08:22:35.189148] Epoch: [27] [1760/2904] eta: 0:14:25 lr: 0.001656 loss: 0.2164 (0.2283) loss_rec_all: 0.2420 (0.2537) loss_rec_sfr: 0.3121 (0.3598) loss_cl: -0.2783 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [08:22:50.115704] Epoch: [27] [1780/2904] eta: 0:14:10 lr: 0.001657 loss: 0.2177 (0.2283) loss_rec_all: 0.2435 (0.2536) loss_rec_sfr: 0.3244 (0.3596) loss_cl: -0.2788 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [08:23:05.034270] Epoch: [27] [1800/2904] eta: 0:13:54 lr: 0.001657 loss: 0.2176 (0.2283) loss_rec_all: 0.2433 (0.2537) loss_rec_sfr: 0.3194 (0.3596) loss_cl: -0.2790 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [08:23:19.953005] Epoch: [27] [1820/2904] eta: 0:13:39 lr: 0.001658 loss: 0.2160 (0.2282) loss_rec_all: 0.2418 (0.2536) loss_rec_sfr: 0.3128 (0.3593) loss_cl: -0.2798 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [08:23:34.870598] Epoch: [27] [1840/2904] eta: 0:13:24 lr: 0.001658 loss: 0.2120 (0.2282) loss_rec_all: 0.2373 (0.2536) loss_rec_sfr: 0.3490 (0.3594) loss_cl: -0.2789 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [08:23:49.785593] Epoch: [27] [1860/2904] eta: 0:13:09 lr: 0.001658 loss: 0.2130 (0.2282) loss_rec_all: 0.2389 (0.2535) loss_rec_sfr: 0.3088 (0.3592) loss_cl: -0.2786 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [08:24:04.700560] Epoch: [27] [1880/2904] eta: 0:12:53 lr: 0.001659 loss: 0.2224 (0.2282) loss_rec_all: 0.2482 (0.2535) loss_rec_sfr: 0.3199 (0.3592) loss_cl: -0.2788 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [08:24:19.613875] Epoch: [27] [1900/2904] eta: 0:12:38 lr: 0.001659 loss: 0.2195 (0.2282) loss_rec_all: 0.2448 (0.2535) loss_rec_sfr: 0.3248 (0.3591) loss_cl: -0.2787 (-0.2786) time: 0.7456 data: 0.0002 max mem: 29860 [08:24:34.533553] Epoch: [27] [1920/2904] eta: 0:12:23 lr: 0.001660 loss: 0.2096 (0.2280) loss_rec_all: 0.2350 (0.2534) loss_rec_sfr: 0.3186 (0.3588) loss_cl: -0.2787 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [08:24:49.450680] Epoch: [27] [1940/2904] eta: 0:12:08 lr: 0.001660 loss: 0.2214 (0.2280) loss_rec_all: 0.2471 (0.2534) loss_rec_sfr: 0.3203 (0.3589) loss_cl: -0.2789 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [08:25:04.365072] Epoch: [27] [1960/2904] eta: 0:11:53 lr: 0.001660 loss: 0.2166 (0.2280) loss_rec_all: 0.2420 (0.2534) loss_rec_sfr: 0.3618 (0.3591) loss_cl: -0.2784 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [08:25:19.287205] Epoch: [27] [1980/2904] eta: 0:11:37 lr: 0.001661 loss: 0.2173 (0.2281) loss_rec_all: 0.2424 (0.2534) loss_rec_sfr: 0.3590 (0.3594) loss_cl: -0.2786 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [08:25:34.205561] Epoch: [27] [2000/2904] eta: 0:11:22 lr: 0.001661 loss: 0.2196 (0.2281) loss_rec_all: 0.2448 (0.2534) loss_rec_sfr: 0.3195 (0.3592) loss_cl: -0.2785 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [08:25:49.122016] Epoch: [27] [2020/2904] eta: 0:11:07 lr: 0.001662 loss: 0.2149 (0.2281) loss_rec_all: 0.2401 (0.2534) loss_rec_sfr: 0.3231 (0.3593) loss_cl: -0.2781 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [08:26:04.043421] Epoch: [27] [2040/2904] eta: 0:10:52 lr: 0.001662 loss: 0.2213 (0.2281) loss_rec_all: 0.2470 (0.2534) loss_rec_sfr: 0.3183 (0.3592) loss_cl: -0.2789 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [08:26:18.965908] Epoch: [27] [2060/2904] eta: 0:10:37 lr: 0.001663 loss: 0.2216 (0.2282) loss_rec_all: 0.2475 (0.2535) loss_rec_sfr: 0.3225 (0.3594) loss_cl: -0.2797 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [08:26:33.892601] Epoch: [27] [2080/2904] eta: 0:10:21 lr: 0.001663 loss: 0.2158 (0.2282) loss_rec_all: 0.2416 (0.2536) loss_rec_sfr: 0.3629 (0.3596) loss_cl: -0.2783 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [08:26:48.818037] Epoch: [27] [2100/2904] eta: 0:10:06 lr: 0.001663 loss: 0.2154 (0.2282) loss_rec_all: 0.2407 (0.2535) loss_rec_sfr: 0.3226 (0.3596) loss_cl: -0.2785 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [08:27:03.745811] Epoch: [27] [2120/2904] eta: 0:09:51 lr: 0.001664 loss: 0.2201 (0.2282) loss_rec_all: 0.2456 (0.2535) loss_rec_sfr: 0.3162 (0.3596) loss_cl: -0.2781 (-0.2786) time: 0.7464 data: 0.0002 max mem: 29860 [08:27:18.663636] Epoch: [27] [2140/2904] eta: 0:09:36 lr: 0.001664 loss: 0.2184 (0.2282) loss_rec_all: 0.2438 (0.2535) loss_rec_sfr: 0.3234 (0.3594) loss_cl: -0.2785 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [08:27:33.594545] Epoch: [27] [2160/2904] eta: 0:09:21 lr: 0.001665 loss: 0.2171 (0.2281) loss_rec_all: 0.2427 (0.2534) loss_rec_sfr: 0.3099 (0.3591) loss_cl: -0.2789 (-0.2786) time: 0.7465 data: 0.0002 max mem: 29860 [08:27:48.522197] Epoch: [27] [2180/2904] eta: 0:09:06 lr: 0.001665 loss: 0.2144 (0.2281) loss_rec_all: 0.2398 (0.2535) loss_rec_sfr: 0.3244 (0.3592) loss_cl: -0.2790 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [08:28:03.452807] Epoch: [27] [2200/2904] eta: 0:08:51 lr: 0.001665 loss: 0.2206 (0.2282) loss_rec_all: 0.2460 (0.2536) loss_rec_sfr: 0.3660 (0.3595) loss_cl: -0.2783 (-0.2786) time: 0.7465 data: 0.0002 max mem: 29860 [08:28:18.372309] Epoch: [27] [2220/2904] eta: 0:08:35 lr: 0.001666 loss: 0.2148 (0.2282) loss_rec_all: 0.2402 (0.2535) loss_rec_sfr: 0.3446 (0.3595) loss_cl: -0.2784 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [08:28:33.291136] Epoch: [27] [2240/2904] eta: 0:08:20 lr: 0.001666 loss: 0.2156 (0.2282) loss_rec_all: 0.2409 (0.2535) loss_rec_sfr: 0.3585 (0.3597) loss_cl: -0.2789 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [08:28:48.208285] Epoch: [27] [2260/2904] eta: 0:08:05 lr: 0.001667 loss: 0.2138 (0.2281) loss_rec_all: 0.2391 (0.2534) loss_rec_sfr: 0.3444 (0.3595) loss_cl: -0.2791 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [08:29:03.126999] Epoch: [27] [2280/2904] eta: 0:07:50 lr: 0.001667 loss: 0.2178 (0.2281) loss_rec_all: 0.2429 (0.2535) loss_rec_sfr: 0.3611 (0.3597) loss_cl: -0.2787 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [08:29:18.040499] Epoch: [27] [2300/2904] eta: 0:07:35 lr: 0.001668 loss: 0.2155 (0.2281) loss_rec_all: 0.2407 (0.2534) loss_rec_sfr: 0.3086 (0.3596) loss_cl: -0.2780 (-0.2786) time: 0.7456 data: 0.0002 max mem: 29860 [08:29:32.960521] Epoch: [27] [2320/2904] eta: 0:07:20 lr: 0.001668 loss: 0.2140 (0.2280) loss_rec_all: 0.2392 (0.2533) loss_rec_sfr: 0.3264 (0.3594) loss_cl: -0.2794 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [08:29:47.882025] Epoch: [27] [2340/2904] eta: 0:07:05 lr: 0.001668 loss: 0.2164 (0.2280) loss_rec_all: 0.2421 (0.2533) loss_rec_sfr: 0.3287 (0.3594) loss_cl: -0.2796 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [08:30:02.800235] Epoch: [27] [2360/2904] eta: 0:06:50 lr: 0.001669 loss: 0.2161 (0.2279) loss_rec_all: 0.2419 (0.2533) loss_rec_sfr: 0.3474 (0.3593) loss_cl: -0.2789 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [08:30:17.728870] Epoch: [27] [2380/2904] eta: 0:06:34 lr: 0.001669 loss: 0.2194 (0.2280) loss_rec_all: 0.2446 (0.2533) loss_rec_sfr: 0.3194 (0.3593) loss_cl: -0.2782 (-0.2786) time: 0.7464 data: 0.0002 max mem: 29860 [08:30:32.656699] Epoch: [27] [2400/2904] eta: 0:06:19 lr: 0.001670 loss: 0.2178 (0.2280) loss_rec_all: 0.2430 (0.2533) loss_rec_sfr: 0.3605 (0.3594) loss_cl: -0.2780 (-0.2786) time: 0.7464 data: 0.0002 max mem: 29860 [08:30:47.575439] Epoch: [27] [2420/2904] eta: 0:06:04 lr: 0.001670 loss: 0.2183 (0.2279) loss_rec_all: 0.2438 (0.2533) loss_rec_sfr: 0.3332 (0.3593) loss_cl: -0.2799 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [08:31:02.501792] Epoch: [27] [2440/2904] eta: 0:05:49 lr: 0.001670 loss: 0.2147 (0.2278) loss_rec_all: 0.2402 (0.2532) loss_rec_sfr: 0.3080 (0.3591) loss_cl: -0.2805 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [08:31:17.424603] Epoch: [27] [2460/2904] eta: 0:05:34 lr: 0.001671 loss: 0.2223 (0.2278) loss_rec_all: 0.2478 (0.2532) loss_rec_sfr: 0.3226 (0.3591) loss_cl: -0.2784 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [08:31:32.349044] Epoch: [27] [2480/2904] eta: 0:05:19 lr: 0.001671 loss: 0.2153 (0.2278) loss_rec_all: 0.2411 (0.2531) loss_rec_sfr: 0.3142 (0.3589) loss_cl: -0.2778 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [08:31:47.267122] Epoch: [27] [2500/2904] eta: 0:05:04 lr: 0.001672 loss: 0.2140 (0.2278) loss_rec_all: 0.2395 (0.2531) loss_rec_sfr: 0.3465 (0.3589) loss_cl: -0.2788 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [08:32:02.179666] Epoch: [27] [2520/2904] eta: 0:04:49 lr: 0.001672 loss: 0.2162 (0.2277) loss_rec_all: 0.2412 (0.2530) loss_rec_sfr: 0.3266 (0.3588) loss_cl: -0.2798 (-0.2786) time: 0.7456 data: 0.0002 max mem: 29860 [08:32:17.097464] Epoch: [27] [2540/2904] eta: 0:04:34 lr: 0.001672 loss: 0.2145 (0.2277) loss_rec_all: 0.2399 (0.2530) loss_rec_sfr: 0.3461 (0.3587) loss_cl: -0.2797 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [08:32:32.019515] Epoch: [27] [2560/2904] eta: 0:04:19 lr: 0.001673 loss: 0.2180 (0.2276) loss_rec_all: 0.2436 (0.2530) loss_rec_sfr: 0.3191 (0.3586) loss_cl: -0.2792 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [08:32:46.937422] Epoch: [27] [2580/2904] eta: 0:04:04 lr: 0.001673 loss: 0.2158 (0.2277) loss_rec_all: 0.2414 (0.2530) loss_rec_sfr: 0.3592 (0.3588) loss_cl: -0.2794 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [08:33:01.859788] Epoch: [27] [2600/2904] eta: 0:03:48 lr: 0.001674 loss: 0.2160 (0.2277) loss_rec_all: 0.2420 (0.2531) loss_rec_sfr: 0.3469 (0.3590) loss_cl: -0.2796 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [08:33:16.780267] Epoch: [27] [2620/2904] eta: 0:03:33 lr: 0.001674 loss: 0.2119 (0.2277) loss_rec_all: 0.2376 (0.2530) loss_rec_sfr: 0.3106 (0.3588) loss_cl: -0.2801 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [08:33:31.687887] Epoch: [27] [2640/2904] eta: 0:03:18 lr: 0.001675 loss: 0.2150 (0.2277) loss_rec_all: 0.2408 (0.2531) loss_rec_sfr: 0.3583 (0.3591) loss_cl: -0.2784 (-0.2786) time: 0.7453 data: 0.0002 max mem: 29860 [08:33:46.601652] Epoch: [27] [2660/2904] eta: 0:03:03 lr: 0.001675 loss: 0.2140 (0.2277) loss_rec_all: 0.2396 (0.2530) loss_rec_sfr: 0.3208 (0.3589) loss_cl: -0.2776 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [08:34:01.519841] Epoch: [27] [2680/2904] eta: 0:02:48 lr: 0.001675 loss: 0.2238 (0.2277) loss_rec_all: 0.2494 (0.2531) loss_rec_sfr: 0.3422 (0.3591) loss_cl: -0.2784 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [08:34:16.438363] Epoch: [27] [2700/2904] eta: 0:02:33 lr: 0.001676 loss: 0.2134 (0.2277) loss_rec_all: 0.2394 (0.2530) loss_rec_sfr: 0.3067 (0.3589) loss_cl: -0.2799 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [08:34:31.349377] Epoch: [27] [2720/2904] eta: 0:02:18 lr: 0.001676 loss: 0.2172 (0.2277) loss_rec_all: 0.2427 (0.2530) loss_rec_sfr: 0.3517 (0.3589) loss_cl: -0.2800 (-0.2786) time: 0.7455 data: 0.0002 max mem: 29860 [08:34:46.266410] Epoch: [27] [2740/2904] eta: 0:02:03 lr: 0.001677 loss: 0.2244 (0.2277) loss_rec_all: 0.2503 (0.2530) loss_rec_sfr: 0.3178 (0.3588) loss_cl: -0.2774 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [08:35:01.188028] Epoch: [27] [2760/2904] eta: 0:01:48 lr: 0.001677 loss: 0.2201 (0.2277) loss_rec_all: 0.2452 (0.2531) loss_rec_sfr: 0.3624 (0.3591) loss_cl: -0.2784 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [08:35:16.108427] Epoch: [27] [2780/2904] eta: 0:01:33 lr: 0.001677 loss: 0.2180 (0.2277) loss_rec_all: 0.2437 (0.2530) loss_rec_sfr: 0.3169 (0.3589) loss_cl: -0.2787 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [08:35:31.026100] Epoch: [27] [2800/2904] eta: 0:01:18 lr: 0.001678 loss: 0.2156 (0.2276) loss_rec_all: 0.2409 (0.2530) loss_rec_sfr: 0.3118 (0.3588) loss_cl: -0.2790 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [08:35:45.944290] Epoch: [27] [2820/2904] eta: 0:01:03 lr: 0.001678 loss: 0.2162 (0.2276) loss_rec_all: 0.2412 (0.2529) loss_rec_sfr: 0.3174 (0.3587) loss_cl: -0.2797 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [08:36:00.897037] Epoch: [27] [2840/2904] eta: 0:00:48 lr: 0.001679 loss: 0.2153 (0.2276) loss_rec_all: 0.2407 (0.2529) loss_rec_sfr: 0.3592 (0.3588) loss_cl: -0.2787 (-0.2786) time: 0.7476 data: 0.0023 max mem: 29860 [08:36:15.803258] Epoch: [27] [2860/2904] eta: 0:00:33 lr: 0.001679 loss: 0.2127 (0.2275) loss_rec_all: 0.2387 (0.2528) loss_rec_sfr: 0.3189 (0.3585) loss_cl: -0.2786 (-0.2786) time: 0.7453 data: 0.0001 max mem: 29860 [08:36:30.710890] Epoch: [27] [2880/2904] eta: 0:00:18 lr: 0.001680 loss: 0.2114 (0.2274) loss_rec_all: 0.2372 (0.2528) loss_rec_sfr: 0.3138 (0.3583) loss_cl: -0.2789 (-0.2786) time: 0.7453 data: 0.0001 max mem: 29860 [08:36:45.614996] Epoch: [27] [2900/2904] eta: 0:00:03 lr: 0.001680 loss: 0.2169 (0.2274) loss_rec_all: 0.2423 (0.2528) loss_rec_sfr: 0.3151 (0.3582) loss_cl: -0.2786 (-0.2786) time: 0.7452 data: 0.0001 max mem: 29860 [08:36:47.856733] Epoch: [27] [2903/2904] eta: 0:00:00 lr: 0.001680 loss: 0.2169 (0.2274) loss_rec_all: 0.2423 (0.2528) loss_rec_sfr: 0.3205 (0.3583) loss_cl: -0.2787 (-0.2786) time: 0.7452 data: 0.0001 max mem: 29860 [08:36:49.995170] Epoch: [27] Total time: 0:36:26 (0.7531 s / it) [08:36:49.998767] Averaged stats: lr: 0.001680 loss: 0.2169 (0.2298) loss_rec_all: 0.2423 (0.2528) loss_rec_sfr: 0.3205 (0.3584) loss_cl: -0.2787 (-0.2553) [08:36:50.003555] log_dir: ./checkpoint/VF2_ViT-B [08:37:05.731077] Epoch: [28] [ 0/2904] eta: 12:41:10 lr: 0.001680 loss: 0.2060 (0.2060) loss_rec_all: 0.2316 (0.2316) loss_rec_sfr: 0.3177 (0.3177) loss_cl: -0.2790 (-0.2790) time: 15.7267 data: 14.9948 max mem: 29860 [08:37:22.725641] Epoch: [28] [ 20/2904] eta: 1:14:53 lr: 0.001680 loss: 0.2155 (0.2346) loss_rec_all: 0.2411 (0.2597) loss_rec_sfr: 0.3472 (0.3824) loss_cl: -0.2776 (-0.2778) time: 0.8497 data: 0.0002 max mem: 29860 [08:37:37.740076] Epoch: [28] [ 40/2904] eta: 0:55:34 lr: 0.001681 loss: 0.2204 (0.2344) loss_rec_all: 0.2456 (0.2596) loss_rec_sfr: 0.3198 (0.3743) loss_cl: -0.2785 (-0.2782) time: 0.7507 data: 0.0002 max mem: 29860 [08:37:52.625949] Epoch: [28] [ 60/2904] eta: 0:48:39 lr: 0.001681 loss: 0.2178 (0.2302) loss_rec_all: 0.2434 (0.2555) loss_rec_sfr: 0.3124 (0.3614) loss_cl: -0.2788 (-0.2783) time: 0.7443 data: 0.0002 max mem: 29860 [08:38:07.674189] Epoch: [28] [ 80/2904] eta: 0:45:07 lr: 0.001682 loss: 0.2153 (0.2287) loss_rec_all: 0.2406 (0.2540) loss_rec_sfr: 0.3160 (0.3566) loss_cl: -0.2792 (-0.2786) time: 0.7524 data: 0.0002 max mem: 29860 [08:38:22.582709] Epoch: [28] [ 100/2904] eta: 0:42:50 lr: 0.001682 loss: 0.2146 (0.2278) loss_rec_all: 0.2395 (0.2531) loss_rec_sfr: 0.3228 (0.3559) loss_cl: -0.2790 (-0.2786) time: 0.7454 data: 0.0002 max mem: 29860 [08:38:37.500257] Epoch: [28] [ 120/2904] eta: 0:41:13 lr: 0.001682 loss: 0.2189 (0.2282) loss_rec_all: 0.2447 (0.2535) loss_rec_sfr: 0.3598 (0.3589) loss_cl: -0.2792 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [08:38:52.548782] Epoch: [28] [ 140/2904] eta: 0:40:02 lr: 0.001683 loss: 0.2137 (0.2273) loss_rec_all: 0.2396 (0.2527) loss_rec_sfr: 0.3129 (0.3559) loss_cl: -0.2795 (-0.2787) time: 0.7524 data: 0.0002 max mem: 29860 [08:39:07.462089] Epoch: [28] [ 160/2904] eta: 0:39:02 lr: 0.001683 loss: 0.2163 (0.2277) loss_rec_all: 0.2421 (0.2531) loss_rec_sfr: 0.3428 (0.3574) loss_cl: -0.2781 (-0.2786) time: 0.7456 data: 0.0002 max mem: 29860 [08:39:22.401389] Epoch: [28] [ 180/2904] eta: 0:38:13 lr: 0.001684 loss: 0.2150 (0.2277) loss_rec_all: 0.2403 (0.2530) loss_rec_sfr: 0.3581 (0.3595) loss_cl: -0.2796 (-0.2787) time: 0.7469 data: 0.0002 max mem: 29860 [08:39:37.320080] Epoch: [28] [ 200/2904] eta: 0:37:30 lr: 0.001684 loss: 0.2226 (0.2285) loss_rec_all: 0.2484 (0.2539) loss_rec_sfr: 0.3238 (0.3615) loss_cl: -0.2784 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [08:39:52.397020] Epoch: [28] [ 220/2904] eta: 0:36:55 lr: 0.001685 loss: 0.2174 (0.2290) loss_rec_all: 0.2427 (0.2543) loss_rec_sfr: 0.3649 (0.3631) loss_cl: -0.2782 (-0.2786) time: 0.7538 data: 0.0002 max mem: 29860 [08:40:07.313032] Epoch: [28] [ 240/2904] eta: 0:36:20 lr: 0.001685 loss: 0.2160 (0.2290) loss_rec_all: 0.2413 (0.2543) loss_rec_sfr: 0.3138 (0.3632) loss_cl: -0.2783 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [08:40:22.229833] Epoch: [28] [ 260/2904] eta: 0:35:49 lr: 0.001685 loss: 0.2115 (0.2286) loss_rec_all: 0.2373 (0.2539) loss_rec_sfr: 0.3131 (0.3622) loss_cl: -0.2797 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [08:40:37.140335] Epoch: [28] [ 280/2904] eta: 0:35:20 lr: 0.001686 loss: 0.2202 (0.2286) loss_rec_all: 0.2455 (0.2539) loss_rec_sfr: 0.3523 (0.3621) loss_cl: -0.2785 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [08:40:52.059909] Epoch: [28] [ 300/2904] eta: 0:34:53 lr: 0.001686 loss: 0.2172 (0.2290) loss_rec_all: 0.2421 (0.2543) loss_rec_sfr: 0.3576 (0.3637) loss_cl: -0.2779 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [08:41:06.978270] Epoch: [28] [ 320/2904] eta: 0:34:28 lr: 0.001687 loss: 0.2136 (0.2283) loss_rec_all: 0.2389 (0.2536) loss_rec_sfr: 0.3185 (0.3621) loss_cl: -0.2786 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [08:41:21.888228] Epoch: [28] [ 340/2904] eta: 0:34:04 lr: 0.001687 loss: 0.2175 (0.2283) loss_rec_all: 0.2430 (0.2536) loss_rec_sfr: 0.3345 (0.3619) loss_cl: -0.2792 (-0.2786) time: 0.7455 data: 0.0002 max mem: 29860 [08:41:36.799196] Epoch: [28] [ 360/2904] eta: 0:33:40 lr: 0.001687 loss: 0.2166 (0.2283) loss_rec_all: 0.2423 (0.2536) loss_rec_sfr: 0.3209 (0.3623) loss_cl: -0.2785 (-0.2786) time: 0.7455 data: 0.0002 max mem: 29860 [08:41:51.715570] Epoch: [28] [ 380/2904] eta: 0:33:18 lr: 0.001688 loss: 0.2169 (0.2286) loss_rec_all: 0.2422 (0.2539) loss_rec_sfr: 0.3496 (0.3631) loss_cl: -0.2780 (-0.2785) time: 0.7458 data: 0.0002 max mem: 29860 [08:42:06.636636] Epoch: [28] [ 400/2904] eta: 0:32:57 lr: 0.001688 loss: 0.2162 (0.2285) loss_rec_all: 0.2418 (0.2538) loss_rec_sfr: 0.3138 (0.3626) loss_cl: -0.2791 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [08:42:21.563598] Epoch: [28] [ 420/2904] eta: 0:32:36 lr: 0.001689 loss: 0.2142 (0.2283) loss_rec_all: 0.2396 (0.2536) loss_rec_sfr: 0.3516 (0.3628) loss_cl: -0.2800 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [08:42:36.479590] Epoch: [28] [ 440/2904] eta: 0:32:15 lr: 0.001689 loss: 0.2157 (0.2282) loss_rec_all: 0.2412 (0.2535) loss_rec_sfr: 0.3184 (0.3623) loss_cl: -0.2791 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [08:42:51.399830] Epoch: [28] [ 460/2904] eta: 0:31:55 lr: 0.001690 loss: 0.2169 (0.2279) loss_rec_all: 0.2426 (0.2533) loss_rec_sfr: 0.3118 (0.3608) loss_cl: -0.2782 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [08:43:06.316134] Epoch: [28] [ 480/2904] eta: 0:31:36 lr: 0.001690 loss: 0.2166 (0.2281) loss_rec_all: 0.2424 (0.2534) loss_rec_sfr: 0.3118 (0.3607) loss_cl: -0.2783 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [08:43:21.227235] Epoch: [28] [ 500/2904] eta: 0:31:17 lr: 0.001690 loss: 0.2147 (0.2279) loss_rec_all: 0.2401 (0.2533) loss_rec_sfr: 0.3500 (0.3606) loss_cl: -0.2785 (-0.2786) time: 0.7455 data: 0.0002 max mem: 29860 [08:43:36.144388] Epoch: [28] [ 520/2904] eta: 0:30:58 lr: 0.001691 loss: 0.2176 (0.2278) loss_rec_all: 0.2430 (0.2532) loss_rec_sfr: 0.3172 (0.3603) loss_cl: -0.2793 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [08:43:51.062529] Epoch: [28] [ 540/2904] eta: 0:30:39 lr: 0.001691 loss: 0.2134 (0.2277) loss_rec_all: 0.2391 (0.2530) loss_rec_sfr: 0.3410 (0.3598) loss_cl: -0.2780 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [08:44:05.978483] Epoch: [28] [ 560/2904] eta: 0:30:21 lr: 0.001692 loss: 0.2207 (0.2280) loss_rec_all: 0.2460 (0.2533) loss_rec_sfr: 0.3544 (0.3607) loss_cl: -0.2787 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [08:44:20.895705] Epoch: [28] [ 580/2904] eta: 0:30:03 lr: 0.001692 loss: 0.2126 (0.2277) loss_rec_all: 0.2384 (0.2531) loss_rec_sfr: 0.3146 (0.3597) loss_cl: -0.2800 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [08:44:35.813053] Epoch: [28] [ 600/2904] eta: 0:29:45 lr: 0.001692 loss: 0.2148 (0.2275) loss_rec_all: 0.2403 (0.2529) loss_rec_sfr: 0.3189 (0.3593) loss_cl: -0.2797 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [08:44:50.728550] Epoch: [28] [ 620/2904] eta: 0:29:27 lr: 0.001693 loss: 0.2241 (0.2277) loss_rec_all: 0.2499 (0.2530) loss_rec_sfr: 0.3189 (0.3595) loss_cl: -0.2779 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [08:45:05.640646] Epoch: [28] [ 640/2904] eta: 0:29:10 lr: 0.001693 loss: 0.2121 (0.2275) loss_rec_all: 0.2379 (0.2528) loss_rec_sfr: 0.3412 (0.3593) loss_cl: -0.2778 (-0.2786) time: 0.7456 data: 0.0002 max mem: 29860 [08:45:20.557246] Epoch: [28] [ 660/2904] eta: 0:28:53 lr: 0.001694 loss: 0.2158 (0.2274) loss_rec_all: 0.2413 (0.2527) loss_rec_sfr: 0.3224 (0.3588) loss_cl: -0.2789 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [08:45:35.474890] Epoch: [28] [ 680/2904] eta: 0:28:35 lr: 0.001694 loss: 0.2152 (0.2274) loss_rec_all: 0.2411 (0.2528) loss_rec_sfr: 0.3501 (0.3593) loss_cl: -0.2792 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [08:45:50.394995] Epoch: [28] [ 700/2904] eta: 0:28:18 lr: 0.001694 loss: 0.2195 (0.2277) loss_rec_all: 0.2446 (0.2530) loss_rec_sfr: 0.3457 (0.3599) loss_cl: -0.2780 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [08:46:05.312943] Epoch: [28] [ 720/2904] eta: 0:28:02 lr: 0.001695 loss: 0.2143 (0.2275) loss_rec_all: 0.2398 (0.2529) loss_rec_sfr: 0.3132 (0.3593) loss_cl: -0.2779 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [08:46:20.234648] Epoch: [28] [ 740/2904] eta: 0:27:45 lr: 0.001695 loss: 0.2163 (0.2274) loss_rec_all: 0.2421 (0.2527) loss_rec_sfr: 0.3231 (0.3591) loss_cl: -0.2795 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [08:46:35.153248] Epoch: [28] [ 760/2904] eta: 0:27:28 lr: 0.001696 loss: 0.2165 (0.2272) loss_rec_all: 0.2419 (0.2525) loss_rec_sfr: 0.3312 (0.3587) loss_cl: -0.2792 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [08:46:50.075274] Epoch: [28] [ 780/2904] eta: 0:27:11 lr: 0.001696 loss: 0.2127 (0.2271) loss_rec_all: 0.2386 (0.2524) loss_rec_sfr: 0.3565 (0.3590) loss_cl: -0.2789 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [08:47:04.990891] Epoch: [28] [ 800/2904] eta: 0:26:55 lr: 0.001697 loss: 0.2185 (0.2270) loss_rec_all: 0.2443 (0.2524) loss_rec_sfr: 0.3166 (0.3588) loss_cl: -0.2790 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [08:47:19.906623] Epoch: [28] [ 820/2904] eta: 0:26:38 lr: 0.001697 loss: 0.2263 (0.2275) loss_rec_all: 0.2521 (0.2528) loss_rec_sfr: 0.3683 (0.3601) loss_cl: -0.2780 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [08:47:34.822363] Epoch: [28] [ 840/2904] eta: 0:26:22 lr: 0.001697 loss: 0.2152 (0.2274) loss_rec_all: 0.2412 (0.2528) loss_rec_sfr: 0.3594 (0.3603) loss_cl: -0.2789 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [08:47:49.737535] Epoch: [28] [ 860/2904] eta: 0:26:06 lr: 0.001698 loss: 0.2184 (0.2274) loss_rec_all: 0.2440 (0.2527) loss_rec_sfr: 0.3126 (0.3596) loss_cl: -0.2783 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [08:48:04.652845] Epoch: [28] [ 880/2904] eta: 0:25:49 lr: 0.001698 loss: 0.2131 (0.2274) loss_rec_all: 0.2384 (0.2528) loss_rec_sfr: 0.3410 (0.3597) loss_cl: -0.2786 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [08:48:19.571328] Epoch: [28] [ 900/2904] eta: 0:25:33 lr: 0.001699 loss: 0.2174 (0.2274) loss_rec_all: 0.2427 (0.2527) loss_rec_sfr: 0.3190 (0.3594) loss_cl: -0.2778 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [08:48:34.478292] Epoch: [28] [ 920/2904] eta: 0:25:17 lr: 0.001699 loss: 0.2182 (0.2274) loss_rec_all: 0.2441 (0.2527) loss_rec_sfr: 0.3111 (0.3593) loss_cl: -0.2777 (-0.2786) time: 0.7453 data: 0.0002 max mem: 29860 [08:48:49.397498] Epoch: [28] [ 940/2904] eta: 0:25:01 lr: 0.001699 loss: 0.2167 (0.2274) loss_rec_all: 0.2418 (0.2527) loss_rec_sfr: 0.3492 (0.3594) loss_cl: -0.2784 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [08:49:04.312230] Epoch: [28] [ 960/2904] eta: 0:24:45 lr: 0.001700 loss: 0.2147 (0.2272) loss_rec_all: 0.2400 (0.2526) loss_rec_sfr: 0.3616 (0.3591) loss_cl: -0.2789 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [08:49:19.241141] Epoch: [28] [ 980/2904] eta: 0:24:29 lr: 0.001700 loss: 0.2171 (0.2272) loss_rec_all: 0.2429 (0.2525) loss_rec_sfr: 0.3105 (0.3587) loss_cl: -0.2795 (-0.2786) time: 0.7464 data: 0.0002 max mem: 29860 [08:49:34.159276] Epoch: [28] [1000/2904] eta: 0:24:13 lr: 0.001701 loss: 0.2174 (0.2273) loss_rec_all: 0.2429 (0.2526) loss_rec_sfr: 0.3158 (0.3591) loss_cl: -0.2786 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [08:49:49.077890] Epoch: [28] [1020/2904] eta: 0:23:57 lr: 0.001701 loss: 0.2173 (0.2273) loss_rec_all: 0.2427 (0.2527) loss_rec_sfr: 0.3296 (0.3591) loss_cl: -0.2784 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [08:50:03.993900] Epoch: [28] [1040/2904] eta: 0:23:41 lr: 0.001701 loss: 0.2144 (0.2271) loss_rec_all: 0.2401 (0.2525) loss_rec_sfr: 0.3142 (0.3585) loss_cl: -0.2785 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [08:50:18.918142] Epoch: [28] [1060/2904] eta: 0:23:25 lr: 0.001702 loss: 0.2144 (0.2272) loss_rec_all: 0.2403 (0.2525) loss_rec_sfr: 0.3603 (0.3587) loss_cl: -0.2784 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [08:50:33.835344] Epoch: [28] [1080/2904] eta: 0:23:09 lr: 0.001702 loss: 0.2139 (0.2270) loss_rec_all: 0.2398 (0.2524) loss_rec_sfr: 0.3091 (0.3583) loss_cl: -0.2788 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [08:50:48.755053] Epoch: [28] [1100/2904] eta: 0:22:54 lr: 0.001703 loss: 0.2166 (0.2271) loss_rec_all: 0.2422 (0.2524) loss_rec_sfr: 0.3618 (0.3587) loss_cl: -0.2784 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [08:51:03.669912] Epoch: [28] [1120/2904] eta: 0:22:38 lr: 0.001703 loss: 0.2122 (0.2271) loss_rec_all: 0.2381 (0.2524) loss_rec_sfr: 0.3114 (0.3587) loss_cl: -0.2788 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [08:51:18.578590] Epoch: [28] [1140/2904] eta: 0:22:22 lr: 0.001704 loss: 0.2193 (0.2271) loss_rec_all: 0.2443 (0.2524) loss_rec_sfr: 0.3174 (0.3585) loss_cl: -0.2783 (-0.2786) time: 0.7454 data: 0.0002 max mem: 29860 [08:51:33.489643] Epoch: [28] [1160/2904] eta: 0:22:07 lr: 0.001704 loss: 0.2119 (0.2271) loss_rec_all: 0.2377 (0.2525) loss_rec_sfr: 0.3504 (0.3588) loss_cl: -0.2788 (-0.2786) time: 0.7455 data: 0.0003 max mem: 29860 [08:51:48.406102] Epoch: [28] [1180/2904] eta: 0:21:51 lr: 0.001704 loss: 0.2151 (0.2271) loss_rec_all: 0.2403 (0.2524) loss_rec_sfr: 0.3241 (0.3587) loss_cl: -0.2787 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [08:52:03.324271] Epoch: [28] [1200/2904] eta: 0:21:35 lr: 0.001705 loss: 0.2134 (0.2271) loss_rec_all: 0.2390 (0.2524) loss_rec_sfr: 0.3156 (0.3585) loss_cl: -0.2787 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [08:52:18.242524] Epoch: [28] [1220/2904] eta: 0:21:20 lr: 0.001705 loss: 0.2157 (0.2271) loss_rec_all: 0.2411 (0.2524) loss_rec_sfr: 0.3582 (0.3589) loss_cl: -0.2793 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [08:52:33.162283] Epoch: [28] [1240/2904] eta: 0:21:04 lr: 0.001706 loss: 0.2141 (0.2270) loss_rec_all: 0.2399 (0.2523) loss_rec_sfr: 0.3148 (0.3586) loss_cl: -0.2788 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [08:52:48.080623] Epoch: [28] [1260/2904] eta: 0:20:49 lr: 0.001706 loss: 0.2165 (0.2270) loss_rec_all: 0.2418 (0.2523) loss_rec_sfr: 0.3538 (0.3587) loss_cl: -0.2788 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [08:53:03.000036] Epoch: [28] [1280/2904] eta: 0:20:33 lr: 0.001706 loss: 0.2133 (0.2270) loss_rec_all: 0.2390 (0.2523) loss_rec_sfr: 0.3244 (0.3586) loss_cl: -0.2788 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [08:53:17.918885] Epoch: [28] [1300/2904] eta: 0:20:17 lr: 0.001707 loss: 0.2148 (0.2269) loss_rec_all: 0.2400 (0.2523) loss_rec_sfr: 0.3562 (0.3587) loss_cl: -0.2785 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [08:53:32.835473] Epoch: [28] [1320/2904] eta: 0:20:02 lr: 0.001707 loss: 0.2160 (0.2272) loss_rec_all: 0.2414 (0.2525) loss_rec_sfr: 0.3669 (0.3595) loss_cl: -0.2783 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [08:53:47.755145] Epoch: [28] [1340/2904] eta: 0:19:46 lr: 0.001708 loss: 0.2153 (0.2272) loss_rec_all: 0.2405 (0.2525) loss_rec_sfr: 0.3621 (0.3598) loss_cl: -0.2797 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [08:54:02.670377] Epoch: [28] [1360/2904] eta: 0:19:31 lr: 0.001708 loss: 0.2156 (0.2273) loss_rec_all: 0.2407 (0.2527) loss_rec_sfr: 0.3284 (0.3600) loss_cl: -0.2786 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [08:54:17.582137] Epoch: [28] [1380/2904] eta: 0:19:15 lr: 0.001709 loss: 0.2154 (0.2273) loss_rec_all: 0.2410 (0.2527) loss_rec_sfr: 0.3176 (0.3600) loss_cl: -0.2784 (-0.2786) time: 0.7455 data: 0.0002 max mem: 29860 [08:54:32.495208] Epoch: [28] [1400/2904] eta: 0:19:00 lr: 0.001709 loss: 0.2150 (0.2273) loss_rec_all: 0.2403 (0.2526) loss_rec_sfr: 0.3582 (0.3601) loss_cl: -0.2786 (-0.2786) time: 0.7456 data: 0.0002 max mem: 29860 [08:54:47.407651] Epoch: [28] [1420/2904] eta: 0:18:45 lr: 0.001709 loss: 0.2158 (0.2272) loss_rec_all: 0.2416 (0.2525) loss_rec_sfr: 0.3145 (0.3599) loss_cl: -0.2775 (-0.2786) time: 0.7456 data: 0.0002 max mem: 29860 [08:55:02.328309] Epoch: [28] [1440/2904] eta: 0:18:29 lr: 0.001710 loss: 0.2143 (0.2271) loss_rec_all: 0.2396 (0.2524) loss_rec_sfr: 0.3487 (0.3596) loss_cl: -0.2794 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [08:55:17.245072] Epoch: [28] [1460/2904] eta: 0:18:14 lr: 0.001710 loss: 0.2190 (0.2270) loss_rec_all: 0.2449 (0.2524) loss_rec_sfr: 0.3129 (0.3593) loss_cl: -0.2783 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [08:55:32.161724] Epoch: [28] [1480/2904] eta: 0:17:58 lr: 0.001711 loss: 0.2195 (0.2271) loss_rec_all: 0.2449 (0.2524) loss_rec_sfr: 0.3377 (0.3594) loss_cl: -0.2794 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [08:55:47.078992] Epoch: [28] [1500/2904] eta: 0:17:43 lr: 0.001711 loss: 0.2199 (0.2271) loss_rec_all: 0.2456 (0.2524) loss_rec_sfr: 0.3238 (0.3594) loss_cl: -0.2782 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [08:56:01.995387] Epoch: [28] [1520/2904] eta: 0:17:28 lr: 0.001711 loss: 0.2161 (0.2271) loss_rec_all: 0.2416 (0.2525) loss_rec_sfr: 0.3501 (0.3595) loss_cl: -0.2790 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [08:56:16.912242] Epoch: [28] [1540/2904] eta: 0:17:12 lr: 0.001712 loss: 0.2230 (0.2274) loss_rec_all: 0.2483 (0.2527) loss_rec_sfr: 0.3823 (0.3602) loss_cl: -0.2786 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [08:56:31.824919] Epoch: [28] [1560/2904] eta: 0:16:57 lr: 0.001712 loss: 0.2199 (0.2275) loss_rec_all: 0.2450 (0.2528) loss_rec_sfr: 0.3594 (0.3607) loss_cl: -0.2781 (-0.2786) time: 0.7456 data: 0.0002 max mem: 29860 [08:56:46.746695] Epoch: [28] [1580/2904] eta: 0:16:42 lr: 0.001713 loss: 0.2167 (0.2275) loss_rec_all: 0.2425 (0.2529) loss_rec_sfr: 0.3135 (0.3607) loss_cl: -0.2779 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [08:57:01.664326] Epoch: [28] [1600/2904] eta: 0:16:26 lr: 0.001713 loss: 0.2171 (0.2276) loss_rec_all: 0.2428 (0.2530) loss_rec_sfr: 0.3551 (0.3610) loss_cl: -0.2782 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [08:57:16.586014] Epoch: [28] [1620/2904] eta: 0:16:11 lr: 0.001713 loss: 0.2184 (0.2277) loss_rec_all: 0.2437 (0.2531) loss_rec_sfr: 0.3604 (0.3613) loss_cl: -0.2787 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [08:57:31.501673] Epoch: [28] [1640/2904] eta: 0:15:56 lr: 0.001714 loss: 0.2162 (0.2277) loss_rec_all: 0.2415 (0.2530) loss_rec_sfr: 0.3197 (0.3610) loss_cl: -0.2788 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [08:57:46.421080] Epoch: [28] [1660/2904] eta: 0:15:40 lr: 0.001714 loss: 0.2155 (0.2276) loss_rec_all: 0.2414 (0.2529) loss_rec_sfr: 0.3186 (0.3608) loss_cl: -0.2793 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [08:58:01.332185] Epoch: [28] [1680/2904] eta: 0:15:25 lr: 0.001715 loss: 0.2191 (0.2276) loss_rec_all: 0.2444 (0.2530) loss_rec_sfr: 0.3196 (0.3608) loss_cl: -0.2785 (-0.2786) time: 0.7455 data: 0.0002 max mem: 29860 [08:58:16.249075] Epoch: [28] [1700/2904] eta: 0:15:10 lr: 0.001715 loss: 0.2207 (0.2277) loss_rec_all: 0.2459 (0.2530) loss_rec_sfr: 0.3492 (0.3609) loss_cl: -0.2791 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [08:58:31.158511] Epoch: [28] [1720/2904] eta: 0:14:55 lr: 0.001716 loss: 0.2156 (0.2276) loss_rec_all: 0.2411 (0.2529) loss_rec_sfr: 0.3188 (0.3608) loss_cl: -0.2791 (-0.2786) time: 0.7454 data: 0.0002 max mem: 29860 [08:58:46.075141] Epoch: [28] [1740/2904] eta: 0:14:39 lr: 0.001716 loss: 0.2196 (0.2277) loss_rec_all: 0.2447 (0.2530) loss_rec_sfr: 0.3482 (0.3610) loss_cl: -0.2788 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [08:59:00.994364] Epoch: [28] [1760/2904] eta: 0:14:24 lr: 0.001716 loss: 0.2159 (0.2276) loss_rec_all: 0.2413 (0.2530) loss_rec_sfr: 0.3101 (0.3606) loss_cl: -0.2784 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [08:59:15.920617] Epoch: [28] [1780/2904] eta: 0:14:09 lr: 0.001717 loss: 0.2232 (0.2277) loss_rec_all: 0.2489 (0.2530) loss_rec_sfr: 0.3145 (0.3606) loss_cl: -0.2797 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [08:59:30.842843] Epoch: [28] [1800/2904] eta: 0:13:54 lr: 0.001717 loss: 0.2173 (0.2277) loss_rec_all: 0.2429 (0.2530) loss_rec_sfr: 0.3270 (0.3605) loss_cl: -0.2790 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [08:59:45.761373] Epoch: [28] [1820/2904] eta: 0:13:38 lr: 0.001718 loss: 0.2164 (0.2277) loss_rec_all: 0.2421 (0.2530) loss_rec_sfr: 0.3165 (0.3604) loss_cl: -0.2789 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [09:00:00.680369] Epoch: [28] [1840/2904] eta: 0:13:23 lr: 0.001718 loss: 0.2176 (0.2277) loss_rec_all: 0.2429 (0.2531) loss_rec_sfr: 0.3492 (0.3605) loss_cl: -0.2789 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [09:00:15.603498] Epoch: [28] [1860/2904] eta: 0:13:08 lr: 0.001718 loss: 0.2195 (0.2278) loss_rec_all: 0.2447 (0.2531) loss_rec_sfr: 0.3138 (0.3603) loss_cl: -0.2781 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [09:00:30.528316] Epoch: [28] [1880/2904] eta: 0:12:53 lr: 0.001719 loss: 0.2178 (0.2278) loss_rec_all: 0.2436 (0.2531) loss_rec_sfr: 0.3588 (0.3605) loss_cl: -0.2786 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [09:00:45.445686] Epoch: [28] [1900/2904] eta: 0:12:38 lr: 0.001719 loss: 0.2133 (0.2277) loss_rec_all: 0.2394 (0.2531) loss_rec_sfr: 0.3178 (0.3603) loss_cl: -0.2784 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [09:01:00.356551] Epoch: [28] [1920/2904] eta: 0:12:22 lr: 0.001720 loss: 0.2137 (0.2277) loss_rec_all: 0.2397 (0.2530) loss_rec_sfr: 0.3551 (0.3603) loss_cl: -0.2786 (-0.2786) time: 0.7455 data: 0.0002 max mem: 29860 [09:01:15.272366] Epoch: [28] [1940/2904] eta: 0:12:07 lr: 0.001720 loss: 0.2183 (0.2277) loss_rec_all: 0.2443 (0.2531) loss_rec_sfr: 0.3185 (0.3604) loss_cl: -0.2795 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [09:01:30.187642] Epoch: [28] [1960/2904] eta: 0:11:52 lr: 0.001720 loss: 0.2163 (0.2278) loss_rec_all: 0.2417 (0.2531) loss_rec_sfr: 0.3297 (0.3605) loss_cl: -0.2779 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [09:01:45.101361] Epoch: [28] [1980/2904] eta: 0:11:37 lr: 0.001721 loss: 0.2233 (0.2279) loss_rec_all: 0.2490 (0.2532) loss_rec_sfr: 0.3510 (0.3608) loss_cl: -0.2788 (-0.2786) time: 0.7456 data: 0.0002 max mem: 29860 [09:02:00.011293] Epoch: [28] [2000/2904] eta: 0:11:22 lr: 0.001721 loss: 0.2210 (0.2279) loss_rec_all: 0.2466 (0.2533) loss_rec_sfr: 0.3522 (0.3609) loss_cl: -0.2785 (-0.2786) time: 0.7455 data: 0.0002 max mem: 29860 [09:02:14.921208] Epoch: [28] [2020/2904] eta: 0:11:06 lr: 0.001722 loss: 0.2174 (0.2279) loss_rec_all: 0.2431 (0.2532) loss_rec_sfr: 0.3141 (0.3607) loss_cl: -0.2787 (-0.2786) time: 0.7455 data: 0.0002 max mem: 29860 [09:02:29.833344] Epoch: [28] [2040/2904] eta: 0:10:51 lr: 0.001722 loss: 0.2177 (0.2279) loss_rec_all: 0.2436 (0.2532) loss_rec_sfr: 0.3155 (0.3605) loss_cl: -0.2785 (-0.2786) time: 0.7456 data: 0.0002 max mem: 29860 [09:02:44.746699] Epoch: [28] [2060/2904] eta: 0:10:36 lr: 0.001723 loss: 0.2149 (0.2279) loss_rec_all: 0.2402 (0.2532) loss_rec_sfr: 0.3373 (0.3605) loss_cl: -0.2783 (-0.2786) time: 0.7456 data: 0.0002 max mem: 29860 [09:02:59.662826] Epoch: [28] [2080/2904] eta: 0:10:21 lr: 0.001723 loss: 0.2123 (0.2279) loss_rec_all: 0.2380 (0.2532) loss_rec_sfr: 0.3149 (0.3604) loss_cl: -0.2782 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [09:03:14.579175] Epoch: [28] [2100/2904] eta: 0:10:06 lr: 0.001723 loss: 0.2141 (0.2278) loss_rec_all: 0.2397 (0.2531) loss_rec_sfr: 0.3097 (0.3602) loss_cl: -0.2791 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [09:03:29.497030] Epoch: [28] [2120/2904] eta: 0:09:51 lr: 0.001724 loss: 0.2191 (0.2278) loss_rec_all: 0.2451 (0.2531) loss_rec_sfr: 0.3201 (0.3602) loss_cl: -0.2787 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [09:03:44.414023] Epoch: [28] [2140/2904] eta: 0:09:36 lr: 0.001724 loss: 0.2191 (0.2277) loss_rec_all: 0.2451 (0.2531) loss_rec_sfr: 0.3187 (0.3600) loss_cl: -0.2792 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [09:03:59.328676] Epoch: [28] [2160/2904] eta: 0:09:20 lr: 0.001725 loss: 0.2149 (0.2277) loss_rec_all: 0.2401 (0.2531) loss_rec_sfr: 0.3272 (0.3600) loss_cl: -0.2786 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [09:04:14.244624] Epoch: [28] [2180/2904] eta: 0:09:05 lr: 0.001725 loss: 0.2206 (0.2278) loss_rec_all: 0.2462 (0.2531) loss_rec_sfr: 0.3185 (0.3601) loss_cl: -0.2783 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [09:04:29.158374] Epoch: [28] [2200/2904] eta: 0:08:50 lr: 0.001725 loss: 0.2135 (0.2278) loss_rec_all: 0.2389 (0.2531) loss_rec_sfr: 0.3148 (0.3601) loss_cl: -0.2790 (-0.2786) time: 0.7456 data: 0.0002 max mem: 29860 [09:04:44.075264] Epoch: [28] [2220/2904] eta: 0:08:35 lr: 0.001726 loss: 0.2141 (0.2278) loss_rec_all: 0.2396 (0.2532) loss_rec_sfr: 0.3510 (0.3602) loss_cl: -0.2788 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [09:04:58.988314] Epoch: [28] [2240/2904] eta: 0:08:20 lr: 0.001726 loss: 0.2162 (0.2278) loss_rec_all: 0.2415 (0.2531) loss_rec_sfr: 0.3209 (0.3601) loss_cl: -0.2781 (-0.2786) time: 0.7456 data: 0.0002 max mem: 29860 [09:05:13.906693] Epoch: [28] [2260/2904] eta: 0:08:05 lr: 0.001727 loss: 0.2141 (0.2278) loss_rec_all: 0.2400 (0.2531) loss_rec_sfr: 0.3231 (0.3601) loss_cl: -0.2789 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [09:05:28.817985] Epoch: [28] [2280/2904] eta: 0:07:50 lr: 0.001727 loss: 0.2135 (0.2277) loss_rec_all: 0.2390 (0.2530) loss_rec_sfr: 0.3184 (0.3599) loss_cl: -0.2784 (-0.2786) time: 0.7455 data: 0.0002 max mem: 29860 [09:05:43.736255] Epoch: [28] [2300/2904] eta: 0:07:35 lr: 0.001728 loss: 0.2125 (0.2276) loss_rec_all: 0.2381 (0.2530) loss_rec_sfr: 0.3241 (0.3598) loss_cl: -0.2791 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [09:05:58.652746] Epoch: [28] [2320/2904] eta: 0:07:19 lr: 0.001728 loss: 0.2160 (0.2276) loss_rec_all: 0.2416 (0.2529) loss_rec_sfr: 0.3377 (0.3597) loss_cl: -0.2780 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [09:06:13.568177] Epoch: [28] [2340/2904] eta: 0:07:04 lr: 0.001728 loss: 0.2125 (0.2276) loss_rec_all: 0.2379 (0.2530) loss_rec_sfr: 0.3043 (0.3598) loss_cl: -0.2783 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [09:06:28.481656] Epoch: [28] [2360/2904] eta: 0:06:49 lr: 0.001729 loss: 0.2160 (0.2276) loss_rec_all: 0.2417 (0.2530) loss_rec_sfr: 0.3187 (0.3597) loss_cl: -0.2785 (-0.2786) time: 0.7456 data: 0.0002 max mem: 29860 [09:06:43.404364] Epoch: [28] [2380/2904] eta: 0:06:34 lr: 0.001729 loss: 0.2153 (0.2276) loss_rec_all: 0.2406 (0.2529) loss_rec_sfr: 0.3564 (0.3598) loss_cl: -0.2784 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [09:06:58.328432] Epoch: [28] [2400/2904] eta: 0:06:19 lr: 0.001730 loss: 0.2180 (0.2276) loss_rec_all: 0.2437 (0.2529) loss_rec_sfr: 0.3149 (0.3597) loss_cl: -0.2785 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [09:07:13.252710] Epoch: [28] [2420/2904] eta: 0:06:04 lr: 0.001730 loss: 0.2155 (0.2276) loss_rec_all: 0.2413 (0.2530) loss_rec_sfr: 0.3469 (0.3598) loss_cl: -0.2791 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [09:07:28.170936] Epoch: [28] [2440/2904] eta: 0:05:49 lr: 0.001730 loss: 0.2180 (0.2276) loss_rec_all: 0.2437 (0.2529) loss_rec_sfr: 0.3179 (0.3597) loss_cl: -0.2791 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [09:07:43.088849] Epoch: [28] [2460/2904] eta: 0:05:34 lr: 0.001731 loss: 0.2183 (0.2276) loss_rec_all: 0.2441 (0.2530) loss_rec_sfr: 0.3439 (0.3598) loss_cl: -0.2787 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [09:07:58.009664] Epoch: [28] [2480/2904] eta: 0:05:19 lr: 0.001731 loss: 0.2131 (0.2277) loss_rec_all: 0.2390 (0.2530) loss_rec_sfr: 0.3086 (0.3597) loss_cl: -0.2777 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [09:08:12.939020] Epoch: [28] [2500/2904] eta: 0:05:04 lr: 0.001732 loss: 0.2156 (0.2276) loss_rec_all: 0.2408 (0.2530) loss_rec_sfr: 0.3404 (0.3597) loss_cl: -0.2777 (-0.2786) time: 0.7464 data: 0.0002 max mem: 29860 [09:08:27.862591] Epoch: [28] [2520/2904] eta: 0:04:49 lr: 0.001732 loss: 0.2146 (0.2277) loss_rec_all: 0.2405 (0.2530) loss_rec_sfr: 0.3108 (0.3597) loss_cl: -0.2793 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [09:08:42.783507] Epoch: [28] [2540/2904] eta: 0:04:33 lr: 0.001732 loss: 0.2152 (0.2276) loss_rec_all: 0.2406 (0.2530) loss_rec_sfr: 0.3235 (0.3596) loss_cl: -0.2790 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [09:08:57.705448] Epoch: [28] [2560/2904] eta: 0:04:18 lr: 0.001733 loss: 0.2165 (0.2276) loss_rec_all: 0.2419 (0.2529) loss_rec_sfr: 0.3188 (0.3595) loss_cl: -0.2791 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [09:09:12.619482] Epoch: [28] [2580/2904] eta: 0:04:03 lr: 0.001733 loss: 0.2151 (0.2275) loss_rec_all: 0.2410 (0.2529) loss_rec_sfr: 0.3130 (0.3593) loss_cl: -0.2788 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [09:09:27.537021] Epoch: [28] [2600/2904] eta: 0:03:48 lr: 0.001734 loss: 0.2196 (0.2276) loss_rec_all: 0.2450 (0.2529) loss_rec_sfr: 0.3547 (0.3595) loss_cl: -0.2793 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [09:09:42.452737] Epoch: [28] [2620/2904] eta: 0:03:33 lr: 0.001734 loss: 0.2173 (0.2276) loss_rec_all: 0.2430 (0.2529) loss_rec_sfr: 0.3151 (0.3594) loss_cl: -0.2790 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [09:09:57.368777] Epoch: [28] [2640/2904] eta: 0:03:18 lr: 0.001735 loss: 0.2170 (0.2276) loss_rec_all: 0.2423 (0.2530) loss_rec_sfr: 0.3192 (0.3594) loss_cl: -0.2780 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [09:10:12.286470] Epoch: [28] [2660/2904] eta: 0:03:03 lr: 0.001735 loss: 0.2153 (0.2276) loss_rec_all: 0.2410 (0.2529) loss_rec_sfr: 0.3110 (0.3592) loss_cl: -0.2787 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [09:10:27.204371] Epoch: [28] [2680/2904] eta: 0:02:48 lr: 0.001735 loss: 0.2138 (0.2276) loss_rec_all: 0.2391 (0.2529) loss_rec_sfr: 0.3177 (0.3590) loss_cl: -0.2796 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [09:10:42.126708] Epoch: [28] [2700/2904] eta: 0:02:33 lr: 0.001736 loss: 0.2193 (0.2275) loss_rec_all: 0.2444 (0.2529) loss_rec_sfr: 0.3195 (0.3590) loss_cl: -0.2788 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [09:10:57.039821] Epoch: [28] [2720/2904] eta: 0:02:18 lr: 0.001736 loss: 0.2218 (0.2275) loss_rec_all: 0.2475 (0.2529) loss_rec_sfr: 0.3125 (0.3590) loss_cl: -0.2801 (-0.2786) time: 0.7456 data: 0.0002 max mem: 29860 [09:11:11.954354] Epoch: [28] [2740/2904] eta: 0:02:03 lr: 0.001737 loss: 0.2179 (0.2275) loss_rec_all: 0.2438 (0.2529) loss_rec_sfr: 0.3244 (0.3589) loss_cl: -0.2794 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [09:11:26.868735] Epoch: [28] [2760/2904] eta: 0:01:48 lr: 0.001737 loss: 0.2193 (0.2276) loss_rec_all: 0.2442 (0.2529) loss_rec_sfr: 0.3557 (0.3591) loss_cl: -0.2776 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [09:11:41.786331] Epoch: [28] [2780/2904] eta: 0:01:33 lr: 0.001737 loss: 0.2139 (0.2275) loss_rec_all: 0.2393 (0.2529) loss_rec_sfr: 0.3547 (0.3591) loss_cl: -0.2780 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [09:11:56.707044] Epoch: [28] [2800/2904] eta: 0:01:18 lr: 0.001738 loss: 0.2160 (0.2276) loss_rec_all: 0.2415 (0.2529) loss_rec_sfr: 0.3482 (0.3592) loss_cl: -0.2773 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [09:12:11.632688] Epoch: [28] [2820/2904] eta: 0:01:03 lr: 0.001738 loss: 0.2227 (0.2276) loss_rec_all: 0.2481 (0.2529) loss_rec_sfr: 0.3159 (0.3590) loss_cl: -0.2795 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [09:12:26.576486] Epoch: [28] [2840/2904] eta: 0:00:48 lr: 0.001739 loss: 0.2172 (0.2275) loss_rec_all: 0.2431 (0.2529) loss_rec_sfr: 0.3215 (0.3589) loss_cl: -0.2791 (-0.2786) time: 0.7471 data: 0.0024 max mem: 29860 [09:12:41.472981] Epoch: [28] [2860/2904] eta: 0:00:33 lr: 0.001739 loss: 0.2182 (0.2276) loss_rec_all: 0.2438 (0.2529) loss_rec_sfr: 0.3142 (0.3589) loss_cl: -0.2790 (-0.2786) time: 0.7448 data: 0.0001 max mem: 29860 [09:12:56.371987] Epoch: [28] [2880/2904] eta: 0:00:18 lr: 0.001740 loss: 0.2168 (0.2276) loss_rec_all: 0.2420 (0.2529) loss_rec_sfr: 0.3212 (0.3590) loss_cl: -0.2789 (-0.2786) time: 0.7449 data: 0.0001 max mem: 29860 [09:13:11.266611] Epoch: [28] [2900/2904] eta: 0:00:03 lr: 0.001740 loss: 0.2139 (0.2276) loss_rec_all: 0.2391 (0.2529) loss_rec_sfr: 0.3599 (0.3590) loss_cl: -0.2784 (-0.2786) time: 0.7447 data: 0.0001 max mem: 29860 [09:13:13.507802] Epoch: [28] [2903/2904] eta: 0:00:00 lr: 0.001740 loss: 0.2135 (0.2276) loss_rec_all: 0.2388 (0.2529) loss_rec_sfr: 0.3528 (0.3590) loss_cl: -0.2787 (-0.2786) time: 0.7446 data: 0.0001 max mem: 29860 [09:13:15.681788] Epoch: [28] Total time: 0:36:25 (0.7526 s / it) [09:13:15.684678] Averaged stats: lr: 0.001740 loss: 0.2135 (0.2300) loss_rec_all: 0.2388 (0.2530) loss_rec_sfr: 0.3528 (0.3591) loss_cl: -0.2787 (-0.2552) [09:13:15.689415] log_dir: ./checkpoint/VF2_ViT-B [09:13:32.263307] Epoch: [29] [ 0/2904] eta: 13:22:08 lr: 0.001740 loss: 0.2301 (0.2301) loss_rec_all: 0.2559 (0.2559) loss_rec_sfr: 0.3136 (0.3136) loss_cl: -0.2799 (-0.2799) time: 16.5732 data: 14.2743 max mem: 29860 [09:13:48.617675] Epoch: [29] [ 20/2904] eta: 1:15:21 lr: 0.001740 loss: 0.2148 (0.2208) loss_rec_all: 0.2407 (0.2463) loss_rec_sfr: 0.3159 (0.3331) loss_cl: -0.2785 (-0.2786) time: 0.8177 data: 0.0002 max mem: 29860 [09:14:03.500363] Epoch: [29] [ 40/2904] eta: 0:55:39 lr: 0.001741 loss: 0.2161 (0.2275) loss_rec_all: 0.2415 (0.2528) loss_rec_sfr: 0.3165 (0.3551) loss_cl: -0.2785 (-0.2784) time: 0.7441 data: 0.0002 max mem: 29860 [09:14:18.391665] Epoch: [29] [ 60/2904] eta: 0:48:43 lr: 0.001741 loss: 0.2162 (0.2274) loss_rec_all: 0.2416 (0.2528) loss_rec_sfr: 0.3242 (0.3562) loss_cl: -0.2791 (-0.2785) time: 0.7445 data: 0.0002 max mem: 29860 [09:14:33.308571] Epoch: [29] [ 80/2904] eta: 0:45:05 lr: 0.001742 loss: 0.2067 (0.2258) loss_rec_all: 0.2324 (0.2512) loss_rec_sfr: 0.3120 (0.3549) loss_cl: -0.2787 (-0.2784) time: 0.7458 data: 0.0002 max mem: 29860 [09:14:48.217013] Epoch: [29] [ 100/2904] eta: 0:42:48 lr: 0.001742 loss: 0.2201 (0.2290) loss_rec_all: 0.2459 (0.2543) loss_rec_sfr: 0.3634 (0.3641) loss_cl: -0.2777 (-0.2783) time: 0.7454 data: 0.0002 max mem: 29860 [09:15:03.132638] Epoch: [29] [ 120/2904] eta: 0:41:11 lr: 0.001742 loss: 0.2129 (0.2288) loss_rec_all: 0.2388 (0.2541) loss_rec_sfr: 0.3441 (0.3642) loss_cl: -0.2789 (-0.2783) time: 0.7457 data: 0.0002 max mem: 29860 [09:15:18.052946] Epoch: [29] [ 140/2904] eta: 0:39:58 lr: 0.001743 loss: 0.2117 (0.2279) loss_rec_all: 0.2371 (0.2532) loss_rec_sfr: 0.3442 (0.3625) loss_cl: -0.2795 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [09:15:32.979886] Epoch: [29] [ 160/2904] eta: 0:38:59 lr: 0.001743 loss: 0.2139 (0.2278) loss_rec_all: 0.2389 (0.2531) loss_rec_sfr: 0.3508 (0.3630) loss_cl: -0.2787 (-0.2785) time: 0.7463 data: 0.0002 max mem: 29860 [09:15:47.925584] Epoch: [29] [ 180/2904] eta: 0:38:10 lr: 0.001744 loss: 0.2143 (0.2273) loss_rec_all: 0.2396 (0.2526) loss_rec_sfr: 0.3115 (0.3602) loss_cl: -0.2779 (-0.2785) time: 0.7472 data: 0.0002 max mem: 29860 [09:16:02.854996] Epoch: [29] [ 200/2904] eta: 0:37:28 lr: 0.001744 loss: 0.2106 (0.2267) loss_rec_all: 0.2365 (0.2520) loss_rec_sfr: 0.3439 (0.3591) loss_cl: -0.2788 (-0.2785) time: 0.7464 data: 0.0002 max mem: 29860 [09:16:17.795505] Epoch: [29] [ 220/2904] eta: 0:36:51 lr: 0.001745 loss: 0.2115 (0.2255) loss_rec_all: 0.2373 (0.2508) loss_rec_sfr: 0.3224 (0.3561) loss_cl: -0.2786 (-0.2785) time: 0.7470 data: 0.0002 max mem: 29860 [09:16:32.709691] Epoch: [29] [ 240/2904] eta: 0:36:17 lr: 0.001745 loss: 0.2149 (0.2255) loss_rec_all: 0.2404 (0.2509) loss_rec_sfr: 0.3545 (0.3576) loss_cl: -0.2788 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [09:16:47.628751] Epoch: [29] [ 260/2904] eta: 0:35:46 lr: 0.001745 loss: 0.2159 (0.2261) loss_rec_all: 0.2418 (0.2515) loss_rec_sfr: 0.3426 (0.3593) loss_cl: -0.2781 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [09:17:02.550564] Epoch: [29] [ 280/2904] eta: 0:35:18 lr: 0.001746 loss: 0.2109 (0.2256) loss_rec_all: 0.2369 (0.2510) loss_rec_sfr: 0.3086 (0.3575) loss_cl: -0.2794 (-0.2786) time: 0.7460 data: 0.0003 max mem: 29860 [09:17:17.471960] Epoch: [29] [ 300/2904] eta: 0:34:51 lr: 0.001746 loss: 0.2158 (0.2257) loss_rec_all: 0.2415 (0.2510) loss_rec_sfr: 0.3128 (0.3571) loss_cl: -0.2789 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [09:17:32.397828] Epoch: [29] [ 320/2904] eta: 0:34:26 lr: 0.001747 loss: 0.2174 (0.2258) loss_rec_all: 0.2428 (0.2511) loss_rec_sfr: 0.3449 (0.3573) loss_cl: -0.2780 (-0.2786) time: 0.7462 data: 0.0003 max mem: 29860 [09:17:47.321516] Epoch: [29] [ 340/2904] eta: 0:34:02 lr: 0.001747 loss: 0.2141 (0.2255) loss_rec_all: 0.2397 (0.2509) loss_rec_sfr: 0.3238 (0.3568) loss_cl: -0.2784 (-0.2786) time: 0.7461 data: 0.0003 max mem: 29860 [09:18:02.242647] Epoch: [29] [ 360/2904] eta: 0:33:39 lr: 0.001747 loss: 0.2160 (0.2253) loss_rec_all: 0.2412 (0.2507) loss_rec_sfr: 0.3152 (0.3561) loss_cl: -0.2787 (-0.2786) time: 0.7460 data: 0.0003 max mem: 29860 [09:18:17.176578] Epoch: [29] [ 380/2904] eta: 0:33:17 lr: 0.001748 loss: 0.2151 (0.2252) loss_rec_all: 0.2411 (0.2506) loss_rec_sfr: 0.3546 (0.3559) loss_cl: -0.2798 (-0.2786) time: 0.7466 data: 0.0003 max mem: 29860 [09:18:32.103466] Epoch: [29] [ 400/2904] eta: 0:32:55 lr: 0.001748 loss: 0.2236 (0.2255) loss_rec_all: 0.2486 (0.2509) loss_rec_sfr: 0.3252 (0.3565) loss_cl: -0.2783 (-0.2786) time: 0.7463 data: 0.0003 max mem: 29860 [09:18:47.027993] Epoch: [29] [ 420/2904] eta: 0:32:34 lr: 0.001749 loss: 0.2146 (0.2254) loss_rec_all: 0.2402 (0.2507) loss_rec_sfr: 0.3169 (0.3560) loss_cl: -0.2789 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [09:19:01.955145] Epoch: [29] [ 440/2904] eta: 0:32:14 lr: 0.001749 loss: 0.2120 (0.2253) loss_rec_all: 0.2374 (0.2506) loss_rec_sfr: 0.3199 (0.3558) loss_cl: -0.2799 (-0.2786) time: 0.7463 data: 0.0003 max mem: 29860 [09:19:16.877147] Epoch: [29] [ 460/2904] eta: 0:31:54 lr: 0.001750 loss: 0.2138 (0.2256) loss_rec_all: 0.2398 (0.2510) loss_rec_sfr: 0.3445 (0.3565) loss_cl: -0.2794 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [09:19:31.799266] Epoch: [29] [ 480/2904] eta: 0:31:35 lr: 0.001750 loss: 0.2237 (0.2260) loss_rec_all: 0.2492 (0.2514) loss_rec_sfr: 0.3454 (0.3577) loss_cl: -0.2778 (-0.2786) time: 0.7461 data: 0.0003 max mem: 29860 [09:19:46.724058] Epoch: [29] [ 500/2904] eta: 0:31:16 lr: 0.001750 loss: 0.2163 (0.2265) loss_rec_all: 0.2421 (0.2519) loss_rec_sfr: 0.3532 (0.3588) loss_cl: -0.2779 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [09:20:01.649867] Epoch: [29] [ 520/2904] eta: 0:30:57 lr: 0.001751 loss: 0.2182 (0.2265) loss_rec_all: 0.2439 (0.2519) loss_rec_sfr: 0.3169 (0.3584) loss_cl: -0.2788 (-0.2786) time: 0.7462 data: 0.0003 max mem: 29860 [09:20:16.580407] Epoch: [29] [ 540/2904] eta: 0:30:39 lr: 0.001751 loss: 0.2201 (0.2269) loss_rec_all: 0.2454 (0.2523) loss_rec_sfr: 0.3596 (0.3594) loss_cl: -0.2791 (-0.2786) time: 0.7465 data: 0.0002 max mem: 29860 [09:20:31.504783] Epoch: [29] [ 560/2904] eta: 0:30:20 lr: 0.001752 loss: 0.2145 (0.2268) loss_rec_all: 0.2402 (0.2521) loss_rec_sfr: 0.3234 (0.3589) loss_cl: -0.2782 (-0.2785) time: 0.7462 data: 0.0002 max mem: 29860 [09:20:46.423728] Epoch: [29] [ 580/2904] eta: 0:30:02 lr: 0.001752 loss: 0.2256 (0.2272) loss_rec_all: 0.2509 (0.2525) loss_rec_sfr: 0.3672 (0.3601) loss_cl: -0.2775 (-0.2785) time: 0.7459 data: 0.0002 max mem: 29860 [09:21:01.345176] Epoch: [29] [ 600/2904] eta: 0:29:45 lr: 0.001752 loss: 0.2158 (0.2269) loss_rec_all: 0.2413 (0.2522) loss_rec_sfr: 0.3166 (0.3589) loss_cl: -0.2788 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [09:21:16.269606] Epoch: [29] [ 620/2904] eta: 0:29:27 lr: 0.001753 loss: 0.2138 (0.2266) loss_rec_all: 0.2393 (0.2520) loss_rec_sfr: 0.3128 (0.3578) loss_cl: -0.2794 (-0.2785) time: 0.7462 data: 0.0002 max mem: 29860 [09:21:31.190798] Epoch: [29] [ 640/2904] eta: 0:29:09 lr: 0.001753 loss: 0.2144 (0.2265) loss_rec_all: 0.2401 (0.2519) loss_rec_sfr: 0.3474 (0.3579) loss_cl: -0.2791 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [09:21:46.111401] Epoch: [29] [ 660/2904] eta: 0:28:52 lr: 0.001754 loss: 0.2159 (0.2262) loss_rec_all: 0.2409 (0.2516) loss_rec_sfr: 0.3115 (0.3568) loss_cl: -0.2769 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [09:22:01.030848] Epoch: [29] [ 680/2904] eta: 0:28:35 lr: 0.001754 loss: 0.2125 (0.2261) loss_rec_all: 0.2383 (0.2515) loss_rec_sfr: 0.3064 (0.3566) loss_cl: -0.2779 (-0.2785) time: 0.7459 data: 0.0003 max mem: 29860 [09:22:15.946588] Epoch: [29] [ 700/2904] eta: 0:28:18 lr: 0.001754 loss: 0.2150 (0.2258) loss_rec_all: 0.2407 (0.2512) loss_rec_sfr: 0.3112 (0.3561) loss_cl: -0.2799 (-0.2785) time: 0.7457 data: 0.0003 max mem: 29860 [09:22:30.872523] Epoch: [29] [ 720/2904] eta: 0:28:01 lr: 0.001755 loss: 0.2137 (0.2259) loss_rec_all: 0.2393 (0.2512) loss_rec_sfr: 0.3137 (0.3561) loss_cl: -0.2802 (-0.2786) time: 0.7462 data: 0.0003 max mem: 29860 [09:22:45.790965] Epoch: [29] [ 740/2904] eta: 0:27:44 lr: 0.001755 loss: 0.2131 (0.2257) loss_rec_all: 0.2391 (0.2511) loss_rec_sfr: 0.3101 (0.3556) loss_cl: -0.2786 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [09:23:00.709699] Epoch: [29] [ 760/2904] eta: 0:27:28 lr: 0.001756 loss: 0.2175 (0.2258) loss_rec_all: 0.2430 (0.2512) loss_rec_sfr: 0.3184 (0.3558) loss_cl: -0.2783 (-0.2785) time: 0.7458 data: 0.0003 max mem: 29860 [09:23:15.629044] Epoch: [29] [ 780/2904] eta: 0:27:11 lr: 0.001756 loss: 0.2231 (0.2260) loss_rec_all: 0.2486 (0.2513) loss_rec_sfr: 0.3147 (0.3557) loss_cl: -0.2781 (-0.2785) time: 0.7459 data: 0.0003 max mem: 29860 [09:23:30.556021] Epoch: [29] [ 800/2904] eta: 0:26:54 lr: 0.001757 loss: 0.2176 (0.2260) loss_rec_all: 0.2429 (0.2513) loss_rec_sfr: 0.3125 (0.3556) loss_cl: -0.2787 (-0.2785) time: 0.7463 data: 0.0002 max mem: 29860 [09:23:45.479415] Epoch: [29] [ 820/2904] eta: 0:26:38 lr: 0.001757 loss: 0.2119 (0.2261) loss_rec_all: 0.2375 (0.2515) loss_rec_sfr: 0.3559 (0.3563) loss_cl: -0.2788 (-0.2785) time: 0.7461 data: 0.0002 max mem: 29860 [09:24:00.399226] Epoch: [29] [ 840/2904] eta: 0:26:22 lr: 0.001757 loss: 0.2141 (0.2259) loss_rec_all: 0.2399 (0.2512) loss_rec_sfr: 0.3141 (0.3555) loss_cl: -0.2791 (-0.2786) time: 0.7459 data: 0.0003 max mem: 29860 [09:24:15.320779] Epoch: [29] [ 860/2904] eta: 0:26:05 lr: 0.001758 loss: 0.2149 (0.2260) loss_rec_all: 0.2408 (0.2513) loss_rec_sfr: 0.3087 (0.3553) loss_cl: -0.2787 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [09:24:30.241096] Epoch: [29] [ 880/2904] eta: 0:25:49 lr: 0.001758 loss: 0.2136 (0.2260) loss_rec_all: 0.2387 (0.2514) loss_rec_sfr: 0.3175 (0.3554) loss_cl: -0.2790 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [09:24:45.155329] Epoch: [29] [ 900/2904] eta: 0:25:33 lr: 0.001759 loss: 0.2192 (0.2261) loss_rec_all: 0.2444 (0.2515) loss_rec_sfr: 0.3155 (0.3555) loss_cl: -0.2788 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [09:25:00.077824] Epoch: [29] [ 920/2904] eta: 0:25:17 lr: 0.001759 loss: 0.2175 (0.2262) loss_rec_all: 0.2432 (0.2516) loss_rec_sfr: 0.3146 (0.3556) loss_cl: -0.2789 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [09:25:14.995345] Epoch: [29] [ 940/2904] eta: 0:25:01 lr: 0.001759 loss: 0.2154 (0.2262) loss_rec_all: 0.2408 (0.2515) loss_rec_sfr: 0.3572 (0.3558) loss_cl: -0.2787 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [09:25:29.908372] Epoch: [29] [ 960/2904] eta: 0:24:45 lr: 0.001760 loss: 0.2130 (0.2261) loss_rec_all: 0.2389 (0.2515) loss_rec_sfr: 0.3439 (0.3558) loss_cl: -0.2783 (-0.2786) time: 0.7456 data: 0.0002 max mem: 29860 [09:25:44.816278] Epoch: [29] [ 980/2904] eta: 0:24:29 lr: 0.001760 loss: 0.2159 (0.2261) loss_rec_all: 0.2412 (0.2514) loss_rec_sfr: 0.3551 (0.3560) loss_cl: -0.2790 (-0.2786) time: 0.7454 data: 0.0002 max mem: 29860 [09:25:59.731418] Epoch: [29] [1000/2904] eta: 0:24:13 lr: 0.001761 loss: 0.2158 (0.2261) loss_rec_all: 0.2415 (0.2515) loss_rec_sfr: 0.3107 (0.3557) loss_cl: -0.2792 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [09:26:14.651496] Epoch: [29] [1020/2904] eta: 0:23:57 lr: 0.001761 loss: 0.2167 (0.2260) loss_rec_all: 0.2419 (0.2514) loss_rec_sfr: 0.3307 (0.3555) loss_cl: -0.2785 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [09:26:29.571845] Epoch: [29] [1040/2904] eta: 0:23:41 lr: 0.001761 loss: 0.2257 (0.2263) loss_rec_all: 0.2511 (0.2516) loss_rec_sfr: 0.3527 (0.3563) loss_cl: -0.2779 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [09:26:44.488863] Epoch: [29] [1060/2904] eta: 0:23:25 lr: 0.001762 loss: 0.2196 (0.2262) loss_rec_all: 0.2448 (0.2516) loss_rec_sfr: 0.3225 (0.3560) loss_cl: -0.2780 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [09:26:59.406728] Epoch: [29] [1080/2904] eta: 0:23:09 lr: 0.001762 loss: 0.2141 (0.2261) loss_rec_all: 0.2396 (0.2515) loss_rec_sfr: 0.3077 (0.3553) loss_cl: -0.2800 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [09:27:14.332445] Epoch: [29] [1100/2904] eta: 0:22:54 lr: 0.001763 loss: 0.2139 (0.2260) loss_rec_all: 0.2393 (0.2513) loss_rec_sfr: 0.3352 (0.3551) loss_cl: -0.2795 (-0.2786) time: 0.7462 data: 0.0003 max mem: 29860 [09:27:29.253150] Epoch: [29] [1120/2904] eta: 0:22:38 lr: 0.001763 loss: 0.2203 (0.2261) loss_rec_all: 0.2454 (0.2514) loss_rec_sfr: 0.3248 (0.3554) loss_cl: -0.2785 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [09:27:44.177823] Epoch: [29] [1140/2904] eta: 0:22:22 lr: 0.001764 loss: 0.2134 (0.2259) loss_rec_all: 0.2393 (0.2513) loss_rec_sfr: 0.3052 (0.3548) loss_cl: -0.2783 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [09:27:59.100620] Epoch: [29] [1160/2904] eta: 0:22:06 lr: 0.001764 loss: 0.2115 (0.2258) loss_rec_all: 0.2372 (0.2512) loss_rec_sfr: 0.3091 (0.3546) loss_cl: -0.2784 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [09:28:14.018848] Epoch: [29] [1180/2904] eta: 0:21:51 lr: 0.001764 loss: 0.2170 (0.2257) loss_rec_all: 0.2429 (0.2511) loss_rec_sfr: 0.3129 (0.3543) loss_cl: -0.2796 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [09:28:28.941738] Epoch: [29] [1200/2904] eta: 0:21:35 lr: 0.001765 loss: 0.2133 (0.2258) loss_rec_all: 0.2386 (0.2511) loss_rec_sfr: 0.3560 (0.3546) loss_cl: -0.2788 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [09:28:43.862868] Epoch: [29] [1220/2904] eta: 0:21:20 lr: 0.001765 loss: 0.2137 (0.2259) loss_rec_all: 0.2394 (0.2512) loss_rec_sfr: 0.3269 (0.3548) loss_cl: -0.2775 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [09:28:58.780530] Epoch: [29] [1240/2904] eta: 0:21:04 lr: 0.001766 loss: 0.2106 (0.2257) loss_rec_all: 0.2360 (0.2511) loss_rec_sfr: 0.3479 (0.3547) loss_cl: -0.2790 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [09:29:13.715909] Epoch: [29] [1260/2904] eta: 0:20:48 lr: 0.001766 loss: 0.2165 (0.2256) loss_rec_all: 0.2423 (0.2510) loss_rec_sfr: 0.3144 (0.3545) loss_cl: -0.2801 (-0.2786) time: 0.7467 data: 0.0002 max mem: 29860 [09:29:28.640909] Epoch: [29] [1280/2904] eta: 0:20:33 lr: 0.001766 loss: 0.2152 (0.2256) loss_rec_all: 0.2406 (0.2510) loss_rec_sfr: 0.3161 (0.3543) loss_cl: -0.2794 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [09:29:43.559348] Epoch: [29] [1300/2904] eta: 0:20:17 lr: 0.001767 loss: 0.2134 (0.2255) loss_rec_all: 0.2393 (0.2509) loss_rec_sfr: 0.3299 (0.3543) loss_cl: -0.2791 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [09:29:58.470783] Epoch: [29] [1320/2904] eta: 0:20:02 lr: 0.001767 loss: 0.2188 (0.2256) loss_rec_all: 0.2445 (0.2509) loss_rec_sfr: 0.3485 (0.3545) loss_cl: -0.2782 (-0.2786) time: 0.7455 data: 0.0002 max mem: 29860 [09:30:13.368918] Epoch: [29] [1340/2904] eta: 0:19:46 lr: 0.001768 loss: 0.2148 (0.2255) loss_rec_all: 0.2402 (0.2509) loss_rec_sfr: 0.3569 (0.3545) loss_cl: -0.2791 (-0.2786) time: 0.7449 data: 0.0002 max mem: 29860 [09:30:28.294247] Epoch: [29] [1360/2904] eta: 0:19:31 lr: 0.001768 loss: 0.2171 (0.2255) loss_rec_all: 0.2424 (0.2509) loss_rec_sfr: 0.3139 (0.3545) loss_cl: -0.2802 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [09:30:43.222801] Epoch: [29] [1380/2904] eta: 0:19:15 lr: 0.001769 loss: 0.2185 (0.2256) loss_rec_all: 0.2444 (0.2510) loss_rec_sfr: 0.3213 (0.3544) loss_cl: -0.2790 (-0.2786) time: 0.7464 data: 0.0002 max mem: 29860 [09:30:58.159200] Epoch: [29] [1400/2904] eta: 0:19:00 lr: 0.001769 loss: 0.2119 (0.2255) loss_rec_all: 0.2373 (0.2509) loss_rec_sfr: 0.3566 (0.3544) loss_cl: -0.2789 (-0.2786) time: 0.7468 data: 0.0002 max mem: 29860 [09:31:13.093245] Epoch: [29] [1420/2904] eta: 0:18:45 lr: 0.001769 loss: 0.2155 (0.2255) loss_rec_all: 0.2409 (0.2509) loss_rec_sfr: 0.3119 (0.3543) loss_cl: -0.2781 (-0.2786) time: 0.7467 data: 0.0002 max mem: 29860 [09:31:28.021064] Epoch: [29] [1440/2904] eta: 0:18:29 lr: 0.001770 loss: 0.2146 (0.2255) loss_rec_all: 0.2403 (0.2508) loss_rec_sfr: 0.3088 (0.3541) loss_cl: -0.2784 (-0.2786) time: 0.7463 data: 0.0003 max mem: 29860 [09:31:42.941639] Epoch: [29] [1460/2904] eta: 0:18:14 lr: 0.001770 loss: 0.2169 (0.2256) loss_rec_all: 0.2422 (0.2509) loss_rec_sfr: 0.3558 (0.3545) loss_cl: -0.2786 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [09:31:57.857834] Epoch: [29] [1480/2904] eta: 0:17:58 lr: 0.001771 loss: 0.2219 (0.2256) loss_rec_all: 0.2474 (0.2510) loss_rec_sfr: 0.3208 (0.3544) loss_cl: -0.2783 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [09:32:12.775413] Epoch: [29] [1500/2904] eta: 0:17:43 lr: 0.001771 loss: 0.2182 (0.2257) loss_rec_all: 0.2435 (0.2511) loss_rec_sfr: 0.3675 (0.3549) loss_cl: -0.2790 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [09:32:27.701812] Epoch: [29] [1520/2904] eta: 0:17:28 lr: 0.001771 loss: 0.2140 (0.2257) loss_rec_all: 0.2393 (0.2510) loss_rec_sfr: 0.3435 (0.3547) loss_cl: -0.2786 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [09:32:42.623031] Epoch: [29] [1540/2904] eta: 0:17:12 lr: 0.001772 loss: 0.2178 (0.2257) loss_rec_all: 0.2430 (0.2511) loss_rec_sfr: 0.3218 (0.3549) loss_cl: -0.2792 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [09:32:57.539020] Epoch: [29] [1560/2904] eta: 0:16:57 lr: 0.001772 loss: 0.2183 (0.2259) loss_rec_all: 0.2435 (0.2512) loss_rec_sfr: 0.3694 (0.3554) loss_cl: -0.2780 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [09:33:12.458776] Epoch: [29] [1580/2904] eta: 0:16:42 lr: 0.001773 loss: 0.2147 (0.2259) loss_rec_all: 0.2402 (0.2513) loss_rec_sfr: 0.3172 (0.3555) loss_cl: -0.2783 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [09:33:27.382313] Epoch: [29] [1600/2904] eta: 0:16:26 lr: 0.001773 loss: 0.2157 (0.2260) loss_rec_all: 0.2414 (0.2514) loss_rec_sfr: 0.3496 (0.3557) loss_cl: -0.2784 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [09:33:42.307161] Epoch: [29] [1620/2904] eta: 0:16:11 lr: 0.001773 loss: 0.2150 (0.2261) loss_rec_all: 0.2403 (0.2515) loss_rec_sfr: 0.3544 (0.3560) loss_cl: -0.2786 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [09:33:57.230498] Epoch: [29] [1640/2904] eta: 0:15:56 lr: 0.001774 loss: 0.2149 (0.2261) loss_rec_all: 0.2407 (0.2515) loss_rec_sfr: 0.3220 (0.3559) loss_cl: -0.2787 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [09:34:12.152008] Epoch: [29] [1660/2904] eta: 0:15:40 lr: 0.001774 loss: 0.2152 (0.2261) loss_rec_all: 0.2403 (0.2515) loss_rec_sfr: 0.3307 (0.3560) loss_cl: -0.2786 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [09:34:27.069074] Epoch: [29] [1680/2904] eta: 0:15:25 lr: 0.001775 loss: 0.2192 (0.2262) loss_rec_all: 0.2443 (0.2515) loss_rec_sfr: 0.3571 (0.3562) loss_cl: -0.2783 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [09:34:41.987862] Epoch: [29] [1700/2904] eta: 0:15:10 lr: 0.001775 loss: 0.2147 (0.2262) loss_rec_all: 0.2400 (0.2516) loss_rec_sfr: 0.3623 (0.3564) loss_cl: -0.2789 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [09:34:56.903958] Epoch: [29] [1720/2904] eta: 0:14:55 lr: 0.001776 loss: 0.2152 (0.2262) loss_rec_all: 0.2406 (0.2515) loss_rec_sfr: 0.3536 (0.3564) loss_cl: -0.2794 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [09:35:11.827078] Epoch: [29] [1740/2904] eta: 0:14:39 lr: 0.001776 loss: 0.2141 (0.2261) loss_rec_all: 0.2400 (0.2515) loss_rec_sfr: 0.3030 (0.3561) loss_cl: -0.2785 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [09:35:26.746048] Epoch: [29] [1760/2904] eta: 0:14:24 lr: 0.001776 loss: 0.2191 (0.2262) loss_rec_all: 0.2444 (0.2516) loss_rec_sfr: 0.3705 (0.3564) loss_cl: -0.2788 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [09:35:41.671798] Epoch: [29] [1780/2904] eta: 0:14:09 lr: 0.001777 loss: 0.2125 (0.2261) loss_rec_all: 0.2380 (0.2515) loss_rec_sfr: 0.3253 (0.3562) loss_cl: -0.2787 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [09:35:56.596311] Epoch: [29] [1800/2904] eta: 0:13:54 lr: 0.001777 loss: 0.2141 (0.2261) loss_rec_all: 0.2397 (0.2514) loss_rec_sfr: 0.3494 (0.3561) loss_cl: -0.2785 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [09:36:11.523635] Epoch: [29] [1820/2904] eta: 0:13:38 lr: 0.001778 loss: 0.2127 (0.2261) loss_rec_all: 0.2380 (0.2514) loss_rec_sfr: 0.3141 (0.3561) loss_cl: -0.2785 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [09:36:26.447893] Epoch: [29] [1840/2904] eta: 0:13:23 lr: 0.001778 loss: 0.2165 (0.2261) loss_rec_all: 0.2418 (0.2514) loss_rec_sfr: 0.3616 (0.3563) loss_cl: -0.2788 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [09:36:41.375258] Epoch: [29] [1860/2904] eta: 0:13:08 lr: 0.001778 loss: 0.2147 (0.2262) loss_rec_all: 0.2401 (0.2515) loss_rec_sfr: 0.3569 (0.3566) loss_cl: -0.2782 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [09:36:56.300109] Epoch: [29] [1880/2904] eta: 0:12:53 lr: 0.001779 loss: 0.2151 (0.2262) loss_rec_all: 0.2409 (0.2516) loss_rec_sfr: 0.3085 (0.3566) loss_cl: -0.2790 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [09:37:11.229029] Epoch: [29] [1900/2904] eta: 0:12:38 lr: 0.001779 loss: 0.2121 (0.2262) loss_rec_all: 0.2376 (0.2515) loss_rec_sfr: 0.3205 (0.3565) loss_cl: -0.2780 (-0.2786) time: 0.7464 data: 0.0002 max mem: 29860 [09:37:26.169309] Epoch: [29] [1920/2904] eta: 0:12:22 lr: 0.001780 loss: 0.2176 (0.2262) loss_rec_all: 0.2428 (0.2516) loss_rec_sfr: 0.3593 (0.3566) loss_cl: -0.2787 (-0.2786) time: 0.7470 data: 0.0002 max mem: 29860 [09:37:41.095579] Epoch: [29] [1940/2904] eta: 0:12:07 lr: 0.001780 loss: 0.2150 (0.2262) loss_rec_all: 0.2409 (0.2516) loss_rec_sfr: 0.3486 (0.3568) loss_cl: -0.2789 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [09:37:56.022400] Epoch: [29] [1960/2904] eta: 0:11:52 lr: 0.001780 loss: 0.2126 (0.2262) loss_rec_all: 0.2386 (0.2516) loss_rec_sfr: 0.3112 (0.3566) loss_cl: -0.2793 (-0.2786) time: 0.7463 data: 0.0003 max mem: 29860 [09:38:10.944262] Epoch: [29] [1980/2904] eta: 0:11:37 lr: 0.001781 loss: 0.2149 (0.2262) loss_rec_all: 0.2406 (0.2516) loss_rec_sfr: 0.3118 (0.3565) loss_cl: -0.2784 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [09:38:25.868954] Epoch: [29] [2000/2904] eta: 0:11:22 lr: 0.001781 loss: 0.2142 (0.2262) loss_rec_all: 0.2398 (0.2516) loss_rec_sfr: 0.3272 (0.3566) loss_cl: -0.2785 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [09:38:40.798021] Epoch: [29] [2020/2904] eta: 0:11:07 lr: 0.001782 loss: 0.2182 (0.2263) loss_rec_all: 0.2435 (0.2517) loss_rec_sfr: 0.3144 (0.3566) loss_cl: -0.2788 (-0.2786) time: 0.7464 data: 0.0002 max mem: 29860 [09:38:55.726301] Epoch: [29] [2040/2904] eta: 0:10:51 lr: 0.001782 loss: 0.2146 (0.2263) loss_rec_all: 0.2400 (0.2517) loss_rec_sfr: 0.3355 (0.3568) loss_cl: -0.2789 (-0.2786) time: 0.7464 data: 0.0002 max mem: 29860 [09:39:10.650909] Epoch: [29] [2060/2904] eta: 0:10:36 lr: 0.001783 loss: 0.2187 (0.2265) loss_rec_all: 0.2444 (0.2518) loss_rec_sfr: 0.3715 (0.3572) loss_cl: -0.2787 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [09:39:25.577214] Epoch: [29] [2080/2904] eta: 0:10:21 lr: 0.001783 loss: 0.2152 (0.2264) loss_rec_all: 0.2409 (0.2518) loss_rec_sfr: 0.3473 (0.3572) loss_cl: -0.2778 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [09:39:40.509840] Epoch: [29] [2100/2904] eta: 0:10:06 lr: 0.001783 loss: 0.2119 (0.2264) loss_rec_all: 0.2374 (0.2518) loss_rec_sfr: 0.3100 (0.3571) loss_cl: -0.2773 (-0.2786) time: 0.7466 data: 0.0002 max mem: 29860 [09:39:55.429848] Epoch: [29] [2120/2904] eta: 0:09:51 lr: 0.001784 loss: 0.2138 (0.2264) loss_rec_all: 0.2389 (0.2517) loss_rec_sfr: 0.3137 (0.3569) loss_cl: -0.2782 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [09:40:10.358904] Epoch: [29] [2140/2904] eta: 0:09:36 lr: 0.001784 loss: 0.2123 (0.2263) loss_rec_all: 0.2382 (0.2517) loss_rec_sfr: 0.3158 (0.3568) loss_cl: -0.2800 (-0.2786) time: 0.7464 data: 0.0002 max mem: 29860 [09:40:25.290488] Epoch: [29] [2160/2904] eta: 0:09:21 lr: 0.001785 loss: 0.2124 (0.2263) loss_rec_all: 0.2379 (0.2517) loss_rec_sfr: 0.3627 (0.3569) loss_cl: -0.2791 (-0.2786) time: 0.7465 data: 0.0002 max mem: 29860 [09:40:40.219763] Epoch: [29] [2180/2904] eta: 0:09:05 lr: 0.001785 loss: 0.2144 (0.2263) loss_rec_all: 0.2396 (0.2517) loss_rec_sfr: 0.3225 (0.3569) loss_cl: -0.2788 (-0.2786) time: 0.7464 data: 0.0003 max mem: 29860 [09:40:55.136959] Epoch: [29] [2200/2904] eta: 0:08:50 lr: 0.001785 loss: 0.2143 (0.2263) loss_rec_all: 0.2400 (0.2516) loss_rec_sfr: 0.2993 (0.3567) loss_cl: -0.2787 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [09:41:10.057876] Epoch: [29] [2220/2904] eta: 0:08:35 lr: 0.001786 loss: 0.2155 (0.2263) loss_rec_all: 0.2410 (0.2517) loss_rec_sfr: 0.3573 (0.3568) loss_cl: -0.2786 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [09:41:24.993089] Epoch: [29] [2240/2904] eta: 0:08:20 lr: 0.001786 loss: 0.2186 (0.2263) loss_rec_all: 0.2441 (0.2517) loss_rec_sfr: 0.3234 (0.3568) loss_cl: -0.2784 (-0.2786) time: 0.7467 data: 0.0002 max mem: 29860 [09:41:39.928882] Epoch: [29] [2260/2904] eta: 0:08:05 lr: 0.001787 loss: 0.2131 (0.2263) loss_rec_all: 0.2388 (0.2517) loss_rec_sfr: 0.3496 (0.3568) loss_cl: -0.2782 (-0.2786) time: 0.7467 data: 0.0002 max mem: 29860 [09:41:54.850655] Epoch: [29] [2280/2904] eta: 0:07:50 lr: 0.001787 loss: 0.2167 (0.2263) loss_rec_all: 0.2420 (0.2516) loss_rec_sfr: 0.3196 (0.3567) loss_cl: -0.2786 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [09:42:09.771569] Epoch: [29] [2300/2904] eta: 0:07:35 lr: 0.001788 loss: 0.2119 (0.2263) loss_rec_all: 0.2376 (0.2516) loss_rec_sfr: 0.3469 (0.3568) loss_cl: -0.2791 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [09:42:24.690055] Epoch: [29] [2320/2904] eta: 0:07:20 lr: 0.001788 loss: 0.2146 (0.2262) loss_rec_all: 0.2399 (0.2516) loss_rec_sfr: 0.3113 (0.3566) loss_cl: -0.2790 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [09:42:39.609234] Epoch: [29] [2340/2904] eta: 0:07:04 lr: 0.001788 loss: 0.2184 (0.2263) loss_rec_all: 0.2440 (0.2516) loss_rec_sfr: 0.3500 (0.3569) loss_cl: -0.2787 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [09:42:54.533307] Epoch: [29] [2360/2904] eta: 0:06:49 lr: 0.001789 loss: 0.2150 (0.2262) loss_rec_all: 0.2408 (0.2516) loss_rec_sfr: 0.3135 (0.3566) loss_cl: -0.2799 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [09:43:09.455795] Epoch: [29] [2380/2904] eta: 0:06:34 lr: 0.001789 loss: 0.2178 (0.2262) loss_rec_all: 0.2436 (0.2515) loss_rec_sfr: 0.3212 (0.3566) loss_cl: -0.2789 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [09:43:24.375467] Epoch: [29] [2400/2904] eta: 0:06:19 lr: 0.001790 loss: 0.2190 (0.2261) loss_rec_all: 0.2447 (0.2515) loss_rec_sfr: 0.3131 (0.3564) loss_cl: -0.2776 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [09:43:39.300389] Epoch: [29] [2420/2904] eta: 0:06:04 lr: 0.001790 loss: 0.2127 (0.2261) loss_rec_all: 0.2380 (0.2515) loss_rec_sfr: 0.3117 (0.3564) loss_cl: -0.2779 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [09:43:54.222367] Epoch: [29] [2440/2904] eta: 0:05:49 lr: 0.001790 loss: 0.2249 (0.2262) loss_rec_all: 0.2505 (0.2515) loss_rec_sfr: 0.3204 (0.3564) loss_cl: -0.2785 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [09:44:09.142659] Epoch: [29] [2460/2904] eta: 0:05:34 lr: 0.001791 loss: 0.2142 (0.2262) loss_rec_all: 0.2396 (0.2516) loss_rec_sfr: 0.3454 (0.3565) loss_cl: -0.2786 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [09:44:24.059010] Epoch: [29] [2480/2904] eta: 0:05:19 lr: 0.001791 loss: 0.2175 (0.2262) loss_rec_all: 0.2432 (0.2516) loss_rec_sfr: 0.3593 (0.3565) loss_cl: -0.2786 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [09:44:38.983385] Epoch: [29] [2500/2904] eta: 0:05:04 lr: 0.001792 loss: 0.2122 (0.2261) loss_rec_all: 0.2378 (0.2515) loss_rec_sfr: 0.3545 (0.3565) loss_cl: -0.2784 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [09:44:53.901367] Epoch: [29] [2520/2904] eta: 0:04:49 lr: 0.001792 loss: 0.2144 (0.2261) loss_rec_all: 0.2399 (0.2515) loss_rec_sfr: 0.3453 (0.3565) loss_cl: -0.2784 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [09:45:08.821427] Epoch: [29] [2540/2904] eta: 0:04:34 lr: 0.001792 loss: 0.2114 (0.2261) loss_rec_all: 0.2372 (0.2515) loss_rec_sfr: 0.3381 (0.3565) loss_cl: -0.2785 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [09:45:23.757985] Epoch: [29] [2560/2904] eta: 0:04:18 lr: 0.001793 loss: 0.2126 (0.2261) loss_rec_all: 0.2383 (0.2514) loss_rec_sfr: 0.3521 (0.3565) loss_cl: -0.2794 (-0.2786) time: 0.7468 data: 0.0002 max mem: 29860 [09:45:38.685668] Epoch: [29] [2580/2904] eta: 0:04:03 lr: 0.001793 loss: 0.2156 (0.2261) loss_rec_all: 0.2414 (0.2515) loss_rec_sfr: 0.3389 (0.3567) loss_cl: -0.2787 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [09:45:53.609756] Epoch: [29] [2600/2904] eta: 0:03:48 lr: 0.001794 loss: 0.2138 (0.2260) loss_rec_all: 0.2390 (0.2514) loss_rec_sfr: 0.3131 (0.3564) loss_cl: -0.2783 (-0.2786) time: 0.7462 data: 0.0003 max mem: 29860 [09:46:08.535817] Epoch: [29] [2620/2904] eta: 0:03:33 lr: 0.001794 loss: 0.2134 (0.2260) loss_rec_all: 0.2391 (0.2514) loss_rec_sfr: 0.3116 (0.3561) loss_cl: -0.2787 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [09:46:23.450590] Epoch: [29] [2640/2904] eta: 0:03:18 lr: 0.001795 loss: 0.2109 (0.2259) loss_rec_all: 0.2363 (0.2513) loss_rec_sfr: 0.3202 (0.3559) loss_cl: -0.2784 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [09:46:38.374311] Epoch: [29] [2660/2904] eta: 0:03:03 lr: 0.001795 loss: 0.2141 (0.2258) loss_rec_all: 0.2400 (0.2512) loss_rec_sfr: 0.3282 (0.3558) loss_cl: -0.2792 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [09:46:53.291445] Epoch: [29] [2680/2904] eta: 0:02:48 lr: 0.001795 loss: 0.2158 (0.2258) loss_rec_all: 0.2413 (0.2512) loss_rec_sfr: 0.3206 (0.3558) loss_cl: -0.2799 (-0.2786) time: 0.7458 data: 0.0003 max mem: 29860 [09:47:08.212763] Epoch: [29] [2700/2904] eta: 0:02:33 lr: 0.001796 loss: 0.2169 (0.2259) loss_rec_all: 0.2422 (0.2513) loss_rec_sfr: 0.3446 (0.3560) loss_cl: -0.2793 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [09:47:23.137065] Epoch: [29] [2720/2904] eta: 0:02:18 lr: 0.001796 loss: 0.2154 (0.2260) loss_rec_all: 0.2412 (0.2513) loss_rec_sfr: 0.3555 (0.3561) loss_cl: -0.2784 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [09:47:38.065967] Epoch: [29] [2740/2904] eta: 0:02:03 lr: 0.001797 loss: 0.2160 (0.2259) loss_rec_all: 0.2415 (0.2513) loss_rec_sfr: 0.3468 (0.3561) loss_cl: -0.2790 (-0.2786) time: 0.7464 data: 0.0002 max mem: 29860 [09:47:52.996420] Epoch: [29] [2760/2904] eta: 0:01:48 lr: 0.001797 loss: 0.2128 (0.2259) loss_rec_all: 0.2384 (0.2513) loss_rec_sfr: 0.3480 (0.3561) loss_cl: -0.2786 (-0.2786) time: 0.7465 data: 0.0002 max mem: 29860 [09:48:07.933848] Epoch: [29] [2780/2904] eta: 0:01:33 lr: 0.001797 loss: 0.2165 (0.2260) loss_rec_all: 0.2423 (0.2513) loss_rec_sfr: 0.3120 (0.3562) loss_cl: -0.2786 (-0.2786) time: 0.7468 data: 0.0002 max mem: 29860 [09:48:22.857895] Epoch: [29] [2800/2904] eta: 0:01:18 lr: 0.001798 loss: 0.2184 (0.2260) loss_rec_all: 0.2442 (0.2513) loss_rec_sfr: 0.3071 (0.3561) loss_cl: -0.2781 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [09:48:37.788473] Epoch: [29] [2820/2904] eta: 0:01:03 lr: 0.001798 loss: 0.2155 (0.2259) loss_rec_all: 0.2407 (0.2513) loss_rec_sfr: 0.3233 (0.3560) loss_cl: -0.2782 (-0.2786) time: 0.7465 data: 0.0002 max mem: 29860 [09:48:52.741599] Epoch: [29] [2840/2904] eta: 0:00:48 lr: 0.001799 loss: 0.2134 (0.2259) loss_rec_all: 0.2391 (0.2513) loss_rec_sfr: 0.3130 (0.3559) loss_cl: -0.2788 (-0.2786) time: 0.7476 data: 0.0024 max mem: 29860 [09:49:07.652035] Epoch: [29] [2860/2904] eta: 0:00:33 lr: 0.001799 loss: 0.2142 (0.2258) loss_rec_all: 0.2401 (0.2512) loss_rec_sfr: 0.3424 (0.3559) loss_cl: -0.2793 (-0.2786) time: 0.7455 data: 0.0001 max mem: 29860 [09:49:22.557386] Epoch: [29] [2880/2904] eta: 0:00:18 lr: 0.001800 loss: 0.2220 (0.2259) loss_rec_all: 0.2474 (0.2512) loss_rec_sfr: 0.3127 (0.3558) loss_cl: -0.2798 (-0.2786) time: 0.7452 data: 0.0001 max mem: 29860 [09:49:37.464875] Epoch: [29] [2900/2904] eta: 0:00:03 lr: 0.001800 loss: 0.2174 (0.2259) loss_rec_all: 0.2427 (0.2513) loss_rec_sfr: 0.3542 (0.3559) loss_cl: -0.2797 (-0.2786) time: 0.7453 data: 0.0001 max mem: 29860 [09:49:39.711712] Epoch: [29] [2903/2904] eta: 0:00:00 lr: 0.001800 loss: 0.2174 (0.2259) loss_rec_all: 0.2427 (0.2512) loss_rec_sfr: 0.3608 (0.3559) loss_cl: -0.2792 (-0.2786) time: 0.7455 data: 0.0001 max mem: 29860 [09:49:41.822112] Epoch: [29] Total time: 0:36:26 (0.7528 s / it) [09:49:41.829354] Averaged stats: lr: 0.001800 loss: 0.2174 (0.2287) loss_rec_all: 0.2427 (0.2518) loss_rec_sfr: 0.3608 (0.3567) loss_cl: -0.2792 (-0.2553) [09:49:41.834790] log_dir: ./checkpoint/VF2_ViT-B [09:49:59.386467] Epoch: [30] [ 0/2904] eta: 14:09:28 lr: 0.001800 loss: 0.2048 (0.2048) loss_rec_all: 0.2309 (0.2309) loss_rec_sfr: 0.2659 (0.2659) loss_cl: -0.2790 (-0.2790) time: 17.5510 data: 14.6296 max mem: 29860 [09:50:15.250203] Epoch: [30] [ 20/2904] eta: 1:16:28 lr: 0.001800 loss: 0.2166 (0.2268) loss_rec_all: 0.2418 (0.2521) loss_rec_sfr: 0.3492 (0.3621) loss_cl: -0.2784 (-0.2782) time: 0.7931 data: 0.0002 max mem: 29860 [09:50:30.140311] Epoch: [30] [ 40/2904] eta: 0:56:14 lr: 0.001801 loss: 0.2146 (0.2236) loss_rec_all: 0.2402 (0.2490) loss_rec_sfr: 0.3138 (0.3476) loss_cl: -0.2780 (-0.2780) time: 0.7445 data: 0.0002 max mem: 29860 [09:50:45.029546] Epoch: [30] [ 60/2904] eta: 0:49:06 lr: 0.001801 loss: 0.2121 (0.2226) loss_rec_all: 0.2374 (0.2480) loss_rec_sfr: 0.3403 (0.3454) loss_cl: -0.2785 (-0.2781) time: 0.7444 data: 0.0002 max mem: 29860 [09:50:59.955450] Epoch: [30] [ 80/2904] eta: 0:45:23 lr: 0.001802 loss: 0.2161 (0.2227) loss_rec_all: 0.2416 (0.2481) loss_rec_sfr: 0.3113 (0.3437) loss_cl: -0.2796 (-0.2784) time: 0.7463 data: 0.0002 max mem: 29860 [09:51:14.888820] Epoch: [30] [ 100/2904] eta: 0:43:03 lr: 0.001802 loss: 0.2150 (0.2245) loss_rec_all: 0.2408 (0.2499) loss_rec_sfr: 0.3495 (0.3501) loss_cl: -0.2790 (-0.2785) time: 0.7466 data: 0.0002 max mem: 29860 [09:51:29.814416] Epoch: [30] [ 120/2904] eta: 0:41:24 lr: 0.001802 loss: 0.2131 (0.2237) loss_rec_all: 0.2382 (0.2491) loss_rec_sfr: 0.3144 (0.3491) loss_cl: -0.2788 (-0.2785) time: 0.7462 data: 0.0002 max mem: 29860 [09:51:44.751277] Epoch: [30] [ 140/2904] eta: 0:40:09 lr: 0.001803 loss: 0.2180 (0.2254) loss_rec_all: 0.2435 (0.2507) loss_rec_sfr: 0.3697 (0.3561) loss_cl: -0.2786 (-0.2785) time: 0.7468 data: 0.0002 max mem: 29860 [09:51:59.683759] Epoch: [30] [ 160/2904] eta: 0:39:09 lr: 0.001803 loss: 0.2181 (0.2256) loss_rec_all: 0.2434 (0.2510) loss_rec_sfr: 0.3486 (0.3572) loss_cl: -0.2789 (-0.2785) time: 0.7466 data: 0.0002 max mem: 29860 [09:52:14.611084] Epoch: [30] [ 180/2904] eta: 0:38:19 lr: 0.001804 loss: 0.2125 (0.2257) loss_rec_all: 0.2383 (0.2511) loss_rec_sfr: 0.3115 (0.3565) loss_cl: -0.2788 (-0.2785) time: 0.7463 data: 0.0002 max mem: 29860 [09:52:29.557424] Epoch: [30] [ 200/2904] eta: 0:37:36 lr: 0.001804 loss: 0.2165 (0.2254) loss_rec_all: 0.2420 (0.2507) loss_rec_sfr: 0.3108 (0.3551) loss_cl: -0.2782 (-0.2785) time: 0.7473 data: 0.0002 max mem: 29860 [09:52:44.475868] Epoch: [30] [ 220/2904] eta: 0:36:58 lr: 0.001805 loss: 0.2163 (0.2261) loss_rec_all: 0.2419 (0.2514) loss_rec_sfr: 0.3474 (0.3573) loss_cl: -0.2784 (-0.2785) time: 0.7459 data: 0.0002 max mem: 29860 [09:52:59.394450] Epoch: [30] [ 240/2904] eta: 0:36:23 lr: 0.001805 loss: 0.2228 (0.2270) loss_rec_all: 0.2482 (0.2523) loss_rec_sfr: 0.3718 (0.3600) loss_cl: -0.2791 (-0.2785) time: 0.7459 data: 0.0002 max mem: 29860 [09:53:14.319431] Epoch: [30] [ 260/2904] eta: 0:35:52 lr: 0.001805 loss: 0.2140 (0.2272) loss_rec_all: 0.2398 (0.2525) loss_rec_sfr: 0.3049 (0.3602) loss_cl: -0.2789 (-0.2785) time: 0.7462 data: 0.0002 max mem: 29860 [09:53:29.241888] Epoch: [30] [ 280/2904] eta: 0:35:23 lr: 0.001806 loss: 0.2147 (0.2264) loss_rec_all: 0.2402 (0.2517) loss_rec_sfr: 0.3571 (0.3590) loss_cl: -0.2785 (-0.2785) time: 0.7461 data: 0.0002 max mem: 29860 [09:53:44.167074] Epoch: [30] [ 300/2904] eta: 0:34:56 lr: 0.001806 loss: 0.2143 (0.2257) loss_rec_all: 0.2396 (0.2511) loss_rec_sfr: 0.3382 (0.3578) loss_cl: -0.2782 (-0.2785) time: 0.7462 data: 0.0002 max mem: 29860 [09:53:59.091266] Epoch: [30] [ 320/2904] eta: 0:34:30 lr: 0.001807 loss: 0.2156 (0.2261) loss_rec_all: 0.2408 (0.2515) loss_rec_sfr: 0.3547 (0.3592) loss_cl: -0.2792 (-0.2785) time: 0.7462 data: 0.0002 max mem: 29860 [09:54:14.018564] Epoch: [30] [ 340/2904] eta: 0:34:06 lr: 0.001807 loss: 0.2118 (0.2256) loss_rec_all: 0.2373 (0.2510) loss_rec_sfr: 0.3121 (0.3578) loss_cl: -0.2796 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [09:54:28.939266] Epoch: [30] [ 360/2904] eta: 0:33:43 lr: 0.001807 loss: 0.2120 (0.2252) loss_rec_all: 0.2379 (0.2506) loss_rec_sfr: 0.3238 (0.3571) loss_cl: -0.2789 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [09:54:43.856850] Epoch: [30] [ 380/2904] eta: 0:33:20 lr: 0.001808 loss: 0.2177 (0.2254) loss_rec_all: 0.2429 (0.2507) loss_rec_sfr: 0.3250 (0.3572) loss_cl: -0.2781 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [09:54:58.771992] Epoch: [30] [ 400/2904] eta: 0:32:58 lr: 0.001808 loss: 0.2172 (0.2260) loss_rec_all: 0.2424 (0.2514) loss_rec_sfr: 0.3758 (0.3598) loss_cl: -0.2774 (-0.2785) time: 0.7457 data: 0.0002 max mem: 29860 [09:55:13.689405] Epoch: [30] [ 420/2904] eta: 0:32:37 lr: 0.001809 loss: 0.2188 (0.2256) loss_rec_all: 0.2444 (0.2509) loss_rec_sfr: 0.3200 (0.3587) loss_cl: -0.2785 (-0.2785) time: 0.7458 data: 0.0002 max mem: 29860 [09:55:28.601194] Epoch: [30] [ 440/2904] eta: 0:32:17 lr: 0.001809 loss: 0.2174 (0.2257) loss_rec_all: 0.2433 (0.2511) loss_rec_sfr: 0.3462 (0.3591) loss_cl: -0.2797 (-0.2786) time: 0.7455 data: 0.0002 max mem: 29860 [09:55:43.526092] Epoch: [30] [ 460/2904] eta: 0:31:57 lr: 0.001810 loss: 0.2104 (0.2256) loss_rec_all: 0.2359 (0.2509) loss_rec_sfr: 0.3112 (0.3586) loss_cl: -0.2794 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [09:55:58.446214] Epoch: [30] [ 480/2904] eta: 0:31:37 lr: 0.001810 loss: 0.2131 (0.2254) loss_rec_all: 0.2388 (0.2507) loss_rec_sfr: 0.3478 (0.3584) loss_cl: -0.2792 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [09:56:13.362683] Epoch: [30] [ 500/2904] eta: 0:31:18 lr: 0.001810 loss: 0.2219 (0.2259) loss_rec_all: 0.2471 (0.2512) loss_rec_sfr: 0.3672 (0.3596) loss_cl: -0.2789 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [09:56:28.282216] Epoch: [30] [ 520/2904] eta: 0:30:59 lr: 0.001811 loss: 0.2145 (0.2256) loss_rec_all: 0.2403 (0.2509) loss_rec_sfr: 0.3153 (0.3587) loss_cl: -0.2783 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [09:56:43.201100] Epoch: [30] [ 540/2904] eta: 0:30:41 lr: 0.001811 loss: 0.2186 (0.2262) loss_rec_all: 0.2444 (0.2515) loss_rec_sfr: 0.3189 (0.3599) loss_cl: -0.2779 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [09:56:58.121041] Epoch: [30] [ 560/2904] eta: 0:30:22 lr: 0.001812 loss: 0.2146 (0.2262) loss_rec_all: 0.2400 (0.2515) loss_rec_sfr: 0.3446 (0.3599) loss_cl: -0.2784 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [09:57:13.040376] Epoch: [30] [ 580/2904] eta: 0:30:04 lr: 0.001812 loss: 0.2136 (0.2261) loss_rec_all: 0.2394 (0.2514) loss_rec_sfr: 0.3192 (0.3595) loss_cl: -0.2790 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [09:57:27.957706] Epoch: [30] [ 600/2904] eta: 0:29:46 lr: 0.001812 loss: 0.2116 (0.2259) loss_rec_all: 0.2371 (0.2512) loss_rec_sfr: 0.3268 (0.3593) loss_cl: -0.2789 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [09:57:42.877709] Epoch: [30] [ 620/2904] eta: 0:29:29 lr: 0.001813 loss: 0.2136 (0.2257) loss_rec_all: 0.2389 (0.2511) loss_rec_sfr: 0.3577 (0.3593) loss_cl: -0.2782 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [09:57:57.793611] Epoch: [30] [ 640/2904] eta: 0:29:11 lr: 0.001813 loss: 0.2094 (0.2254) loss_rec_all: 0.2352 (0.2508) loss_rec_sfr: 0.3127 (0.3585) loss_cl: -0.2775 (-0.2785) time: 0.7458 data: 0.0002 max mem: 29860 [09:58:12.714569] Epoch: [30] [ 660/2904] eta: 0:28:54 lr: 0.001814 loss: 0.2168 (0.2255) loss_rec_all: 0.2425 (0.2509) loss_rec_sfr: 0.3144 (0.3585) loss_cl: -0.2793 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [09:58:27.634022] Epoch: [30] [ 680/2904] eta: 0:28:37 lr: 0.001814 loss: 0.2144 (0.2254) loss_rec_all: 0.2397 (0.2508) loss_rec_sfr: 0.3561 (0.3586) loss_cl: -0.2797 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [09:58:42.560377] Epoch: [30] [ 700/2904] eta: 0:28:19 lr: 0.001814 loss: 0.2138 (0.2254) loss_rec_all: 0.2397 (0.2508) loss_rec_sfr: 0.3062 (0.3581) loss_cl: -0.2793 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [09:58:57.483396] Epoch: [30] [ 720/2904] eta: 0:28:03 lr: 0.001815 loss: 0.2180 (0.2254) loss_rec_all: 0.2437 (0.2507) loss_rec_sfr: 0.3193 (0.3576) loss_cl: -0.2785 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [09:59:12.405415] Epoch: [30] [ 740/2904] eta: 0:27:46 lr: 0.001815 loss: 0.2127 (0.2253) loss_rec_all: 0.2385 (0.2507) loss_rec_sfr: 0.3019 (0.3571) loss_cl: -0.2787 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [09:59:27.324869] Epoch: [30] [ 760/2904] eta: 0:27:29 lr: 0.001816 loss: 0.2187 (0.2255) loss_rec_all: 0.2439 (0.2508) loss_rec_sfr: 0.3118 (0.3573) loss_cl: -0.2788 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [09:59:42.241240] Epoch: [30] [ 780/2904] eta: 0:27:12 lr: 0.001816 loss: 0.2152 (0.2253) loss_rec_all: 0.2412 (0.2507) loss_rec_sfr: 0.3061 (0.3567) loss_cl: -0.2796 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [09:59:57.160143] Epoch: [30] [ 800/2904] eta: 0:26:56 lr: 0.001817 loss: 0.2123 (0.2253) loss_rec_all: 0.2382 (0.2506) loss_rec_sfr: 0.3100 (0.3563) loss_cl: -0.2786 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [10:00:12.084938] Epoch: [30] [ 820/2904] eta: 0:26:39 lr: 0.001817 loss: 0.2154 (0.2255) loss_rec_all: 0.2410 (0.2508) loss_rec_sfr: 0.3548 (0.3570) loss_cl: -0.2776 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [10:00:27.007150] Epoch: [30] [ 840/2904] eta: 0:26:23 lr: 0.001817 loss: 0.2151 (0.2255) loss_rec_all: 0.2405 (0.2509) loss_rec_sfr: 0.3455 (0.3573) loss_cl: -0.2786 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [10:00:41.933626] Epoch: [30] [ 860/2904] eta: 0:26:06 lr: 0.001818 loss: 0.2171 (0.2256) loss_rec_all: 0.2429 (0.2510) loss_rec_sfr: 0.3297 (0.3577) loss_cl: -0.2786 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [10:00:56.856340] Epoch: [30] [ 880/2904] eta: 0:25:50 lr: 0.001818 loss: 0.2113 (0.2256) loss_rec_all: 0.2372 (0.2510) loss_rec_sfr: 0.3209 (0.3576) loss_cl: -0.2791 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [10:01:11.778396] Epoch: [30] [ 900/2904] eta: 0:25:34 lr: 0.001819 loss: 0.2197 (0.2258) loss_rec_all: 0.2449 (0.2512) loss_rec_sfr: 0.3576 (0.3580) loss_cl: -0.2786 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [10:01:26.699184] Epoch: [30] [ 920/2904] eta: 0:25:18 lr: 0.001819 loss: 0.2199 (0.2259) loss_rec_all: 0.2450 (0.2512) loss_rec_sfr: 0.3645 (0.3583) loss_cl: -0.2784 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [10:01:41.625279] Epoch: [30] [ 940/2904] eta: 0:25:02 lr: 0.001819 loss: 0.2145 (0.2259) loss_rec_all: 0.2405 (0.2513) loss_rec_sfr: 0.3156 (0.3582) loss_cl: -0.2786 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [10:01:56.545653] Epoch: [30] [ 960/2904] eta: 0:24:46 lr: 0.001820 loss: 0.2125 (0.2258) loss_rec_all: 0.2382 (0.2512) loss_rec_sfr: 0.3138 (0.3578) loss_cl: -0.2794 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [10:02:11.473081] Epoch: [30] [ 980/2904] eta: 0:24:30 lr: 0.001820 loss: 0.2156 (0.2259) loss_rec_all: 0.2414 (0.2513) loss_rec_sfr: 0.3344 (0.3580) loss_cl: -0.2772 (-0.2786) time: 0.7463 data: 0.0003 max mem: 29860 [10:02:26.398036] Epoch: [30] [1000/2904] eta: 0:24:14 lr: 0.001821 loss: 0.2153 (0.2259) loss_rec_all: 0.2410 (0.2512) loss_rec_sfr: 0.3217 (0.3578) loss_cl: -0.2779 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [10:02:41.318590] Epoch: [30] [1020/2904] eta: 0:23:58 lr: 0.001821 loss: 0.2109 (0.2257) loss_rec_all: 0.2363 (0.2511) loss_rec_sfr: 0.3100 (0.3575) loss_cl: -0.2791 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [10:02:56.238634] Epoch: [30] [1040/2904] eta: 0:23:42 lr: 0.001821 loss: 0.2139 (0.2257) loss_rec_all: 0.2394 (0.2511) loss_rec_sfr: 0.3416 (0.3576) loss_cl: -0.2799 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [10:03:11.155805] Epoch: [30] [1060/2904] eta: 0:23:26 lr: 0.001822 loss: 0.2174 (0.2260) loss_rec_all: 0.2432 (0.2513) loss_rec_sfr: 0.3427 (0.3580) loss_cl: -0.2787 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [10:03:26.081614] Epoch: [30] [1080/2904] eta: 0:23:10 lr: 0.001822 loss: 0.2141 (0.2260) loss_rec_all: 0.2394 (0.2514) loss_rec_sfr: 0.3527 (0.3583) loss_cl: -0.2783 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [10:03:41.009656] Epoch: [30] [1100/2904] eta: 0:22:54 lr: 0.001823 loss: 0.2146 (0.2262) loss_rec_all: 0.2400 (0.2515) loss_rec_sfr: 0.3587 (0.3588) loss_cl: -0.2787 (-0.2786) time: 0.7464 data: 0.0002 max mem: 29860 [10:03:55.934967] Epoch: [30] [1120/2904] eta: 0:22:39 lr: 0.001823 loss: 0.2206 (0.2263) loss_rec_all: 0.2460 (0.2516) loss_rec_sfr: 0.3479 (0.3590) loss_cl: -0.2784 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [10:04:10.856667] Epoch: [30] [1140/2904] eta: 0:22:23 lr: 0.001824 loss: 0.2147 (0.2263) loss_rec_all: 0.2398 (0.2516) loss_rec_sfr: 0.3243 (0.3589) loss_cl: -0.2784 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [10:04:25.778337] Epoch: [30] [1160/2904] eta: 0:22:07 lr: 0.001824 loss: 0.2124 (0.2261) loss_rec_all: 0.2377 (0.2515) loss_rec_sfr: 0.3024 (0.3583) loss_cl: -0.2781 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [10:04:40.698328] Epoch: [30] [1180/2904] eta: 0:21:52 lr: 0.001824 loss: 0.2124 (0.2260) loss_rec_all: 0.2375 (0.2513) loss_rec_sfr: 0.3052 (0.3577) loss_cl: -0.2782 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [10:04:55.620537] Epoch: [30] [1200/2904] eta: 0:21:36 lr: 0.001825 loss: 0.2121 (0.2258) loss_rec_all: 0.2379 (0.2511) loss_rec_sfr: 0.3306 (0.3572) loss_cl: -0.2789 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [10:05:10.558853] Epoch: [30] [1220/2904] eta: 0:21:20 lr: 0.001825 loss: 0.2143 (0.2258) loss_rec_all: 0.2396 (0.2511) loss_rec_sfr: 0.3499 (0.3574) loss_cl: -0.2787 (-0.2786) time: 0.7469 data: 0.0002 max mem: 29860 [10:05:25.479364] Epoch: [30] [1240/2904] eta: 0:21:05 lr: 0.001826 loss: 0.2119 (0.2256) loss_rec_all: 0.2372 (0.2510) loss_rec_sfr: 0.3117 (0.3571) loss_cl: -0.2781 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [10:05:40.401702] Epoch: [30] [1260/2904] eta: 0:20:49 lr: 0.001826 loss: 0.2162 (0.2256) loss_rec_all: 0.2415 (0.2510) loss_rec_sfr: 0.3545 (0.3572) loss_cl: -0.2796 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [10:05:55.320477] Epoch: [30] [1280/2904] eta: 0:20:34 lr: 0.001826 loss: 0.2144 (0.2257) loss_rec_all: 0.2400 (0.2511) loss_rec_sfr: 0.3479 (0.3576) loss_cl: -0.2799 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [10:06:10.238206] Epoch: [30] [1300/2904] eta: 0:20:18 lr: 0.001827 loss: 0.2150 (0.2256) loss_rec_all: 0.2408 (0.2510) loss_rec_sfr: 0.3170 (0.3572) loss_cl: -0.2794 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [10:06:25.154267] Epoch: [30] [1320/2904] eta: 0:20:03 lr: 0.001827 loss: 0.2149 (0.2257) loss_rec_all: 0.2408 (0.2510) loss_rec_sfr: 0.3170 (0.3573) loss_cl: -0.2783 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [10:06:40.073743] Epoch: [30] [1340/2904] eta: 0:19:47 lr: 0.001828 loss: 0.2232 (0.2258) loss_rec_all: 0.2482 (0.2511) loss_rec_sfr: 0.3143 (0.3574) loss_cl: -0.2777 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [10:06:54.998569] Epoch: [30] [1360/2904] eta: 0:19:32 lr: 0.001828 loss: 0.2167 (0.2258) loss_rec_all: 0.2423 (0.2512) loss_rec_sfr: 0.3221 (0.3574) loss_cl: -0.2778 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [10:07:09.914809] Epoch: [30] [1380/2904] eta: 0:19:16 lr: 0.001829 loss: 0.2106 (0.2256) loss_rec_all: 0.2365 (0.2510) loss_rec_sfr: 0.3029 (0.3567) loss_cl: -0.2787 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [10:07:24.828457] Epoch: [30] [1400/2904] eta: 0:19:01 lr: 0.001829 loss: 0.2155 (0.2256) loss_rec_all: 0.2408 (0.2510) loss_rec_sfr: 0.3512 (0.3569) loss_cl: -0.2787 (-0.2786) time: 0.7456 data: 0.0002 max mem: 29860 [10:07:39.748821] Epoch: [30] [1420/2904] eta: 0:18:45 lr: 0.001829 loss: 0.2178 (0.2257) loss_rec_all: 0.2431 (0.2511) loss_rec_sfr: 0.3488 (0.3571) loss_cl: -0.2786 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [10:07:54.671813] Epoch: [30] [1440/2904] eta: 0:18:30 lr: 0.001830 loss: 0.2115 (0.2257) loss_rec_all: 0.2371 (0.2511) loss_rec_sfr: 0.3506 (0.3572) loss_cl: -0.2782 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [10:08:09.593656] Epoch: [30] [1460/2904] eta: 0:18:14 lr: 0.001830 loss: 0.2167 (0.2257) loss_rec_all: 0.2421 (0.2511) loss_rec_sfr: 0.3079 (0.3571) loss_cl: -0.2788 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [10:08:24.515949] Epoch: [30] [1480/2904] eta: 0:17:59 lr: 0.001831 loss: 0.2178 (0.2258) loss_rec_all: 0.2436 (0.2511) loss_rec_sfr: 0.3047 (0.3569) loss_cl: -0.2789 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [10:08:39.436611] Epoch: [30] [1500/2904] eta: 0:17:44 lr: 0.001831 loss: 0.2150 (0.2258) loss_rec_all: 0.2408 (0.2512) loss_rec_sfr: 0.3122 (0.3570) loss_cl: -0.2782 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [10:08:54.355296] Epoch: [30] [1520/2904] eta: 0:17:28 lr: 0.001831 loss: 0.2159 (0.2259) loss_rec_all: 0.2413 (0.2512) loss_rec_sfr: 0.3507 (0.3571) loss_cl: -0.2787 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [10:09:09.273272] Epoch: [30] [1540/2904] eta: 0:17:13 lr: 0.001832 loss: 0.2152 (0.2259) loss_rec_all: 0.2404 (0.2513) loss_rec_sfr: 0.3663 (0.3573) loss_cl: -0.2797 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [10:09:24.194321] Epoch: [30] [1560/2904] eta: 0:16:57 lr: 0.001832 loss: 0.2258 (0.2261) loss_rec_all: 0.2516 (0.2515) loss_rec_sfr: 0.3578 (0.3580) loss_cl: -0.2792 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [10:09:39.117855] Epoch: [30] [1580/2904] eta: 0:16:42 lr: 0.001833 loss: 0.2149 (0.2262) loss_rec_all: 0.2403 (0.2515) loss_rec_sfr: 0.3220 (0.3580) loss_cl: -0.2770 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [10:09:54.043465] Epoch: [30] [1600/2904] eta: 0:16:27 lr: 0.001833 loss: 0.2139 (0.2261) loss_rec_all: 0.2395 (0.2514) loss_rec_sfr: 0.3126 (0.3576) loss_cl: -0.2790 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [10:10:08.968489] Epoch: [30] [1620/2904] eta: 0:16:11 lr: 0.001833 loss: 0.2165 (0.2261) loss_rec_all: 0.2423 (0.2514) loss_rec_sfr: 0.3341 (0.3577) loss_cl: -0.2789 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [10:10:23.888700] Epoch: [30] [1640/2904] eta: 0:15:56 lr: 0.001834 loss: 0.2200 (0.2262) loss_rec_all: 0.2456 (0.2515) loss_rec_sfr: 0.3456 (0.3579) loss_cl: -0.2773 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [10:10:38.811096] Epoch: [30] [1660/2904] eta: 0:15:41 lr: 0.001834 loss: 0.2170 (0.2262) loss_rec_all: 0.2422 (0.2515) loss_rec_sfr: 0.3149 (0.3578) loss_cl: -0.2783 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [10:10:53.728261] Epoch: [30] [1680/2904] eta: 0:15:26 lr: 0.001835 loss: 0.2183 (0.2263) loss_rec_all: 0.2435 (0.2516) loss_rec_sfr: 0.3579 (0.3581) loss_cl: -0.2786 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [10:11:08.649793] Epoch: [30] [1700/2904] eta: 0:15:10 lr: 0.001835 loss: 0.2218 (0.2263) loss_rec_all: 0.2473 (0.2517) loss_rec_sfr: 0.3282 (0.3583) loss_cl: -0.2795 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [10:11:23.571331] Epoch: [30] [1720/2904] eta: 0:14:55 lr: 0.001836 loss: 0.2148 (0.2263) loss_rec_all: 0.2401 (0.2516) loss_rec_sfr: 0.3218 (0.3581) loss_cl: -0.2794 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [10:11:38.489304] Epoch: [30] [1740/2904] eta: 0:14:40 lr: 0.001836 loss: 0.2155 (0.2263) loss_rec_all: 0.2412 (0.2516) loss_rec_sfr: 0.3149 (0.3581) loss_cl: -0.2782 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [10:11:53.408978] Epoch: [30] [1760/2904] eta: 0:14:24 lr: 0.001836 loss: 0.2132 (0.2263) loss_rec_all: 0.2384 (0.2516) loss_rec_sfr: 0.3513 (0.3581) loss_cl: -0.2779 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [10:12:08.329644] Epoch: [30] [1780/2904] eta: 0:14:09 lr: 0.001837 loss: 0.2204 (0.2264) loss_rec_all: 0.2458 (0.2517) loss_rec_sfr: 0.3659 (0.3585) loss_cl: -0.2790 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [10:12:23.252621] Epoch: [30] [1800/2904] eta: 0:13:54 lr: 0.001837 loss: 0.2147 (0.2263) loss_rec_all: 0.2404 (0.2517) loss_rec_sfr: 0.3124 (0.3583) loss_cl: -0.2791 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [10:12:38.184272] Epoch: [30] [1820/2904] eta: 0:13:39 lr: 0.001838 loss: 0.2169 (0.2263) loss_rec_all: 0.2421 (0.2517) loss_rec_sfr: 0.3528 (0.3583) loss_cl: -0.2779 (-0.2786) time: 0.7465 data: 0.0002 max mem: 29860 [10:12:53.108833] Epoch: [30] [1840/2904] eta: 0:13:24 lr: 0.001838 loss: 0.2120 (0.2263) loss_rec_all: 0.2379 (0.2516) loss_rec_sfr: 0.3115 (0.3583) loss_cl: -0.2779 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [10:13:08.028820] Epoch: [30] [1860/2904] eta: 0:13:08 lr: 0.001838 loss: 0.2116 (0.2263) loss_rec_all: 0.2372 (0.2517) loss_rec_sfr: 0.3118 (0.3583) loss_cl: -0.2786 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [10:13:22.953625] Epoch: [30] [1880/2904] eta: 0:12:53 lr: 0.001839 loss: 0.2178 (0.2263) loss_rec_all: 0.2429 (0.2517) loss_rec_sfr: 0.3457 (0.3583) loss_cl: -0.2784 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [10:13:37.876530] Epoch: [30] [1900/2904] eta: 0:12:38 lr: 0.001839 loss: 0.2121 (0.2263) loss_rec_all: 0.2375 (0.2517) loss_rec_sfr: 0.3495 (0.3584) loss_cl: -0.2787 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [10:13:52.801084] Epoch: [30] [1920/2904] eta: 0:12:23 lr: 0.001840 loss: 0.2175 (0.2263) loss_rec_all: 0.2433 (0.2517) loss_rec_sfr: 0.3224 (0.3584) loss_cl: -0.2791 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [10:14:07.719577] Epoch: [30] [1940/2904] eta: 0:12:07 lr: 0.001840 loss: 0.2150 (0.2264) loss_rec_all: 0.2401 (0.2517) loss_rec_sfr: 0.3138 (0.3583) loss_cl: -0.2780 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [10:14:22.647261] Epoch: [30] [1960/2904] eta: 0:11:52 lr: 0.001840 loss: 0.2205 (0.2264) loss_rec_all: 0.2463 (0.2517) loss_rec_sfr: 0.3135 (0.3583) loss_cl: -0.2789 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [10:14:37.567999] Epoch: [30] [1980/2904] eta: 0:11:37 lr: 0.001841 loss: 0.2166 (0.2264) loss_rec_all: 0.2423 (0.2517) loss_rec_sfr: 0.3342 (0.3583) loss_cl: -0.2786 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [10:14:52.486759] Epoch: [30] [2000/2904] eta: 0:11:22 lr: 0.001841 loss: 0.2167 (0.2264) loss_rec_all: 0.2421 (0.2518) loss_rec_sfr: 0.3511 (0.3584) loss_cl: -0.2784 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [10:15:07.401780] Epoch: [30] [2020/2904] eta: 0:11:07 lr: 0.001842 loss: 0.2109 (0.2264) loss_rec_all: 0.2368 (0.2517) loss_rec_sfr: 0.3430 (0.3583) loss_cl: -0.2789 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [10:15:22.321432] Epoch: [30] [2040/2904] eta: 0:10:52 lr: 0.001842 loss: 0.2130 (0.2263) loss_rec_all: 0.2387 (0.2516) loss_rec_sfr: 0.3071 (0.3580) loss_cl: -0.2790 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [10:15:37.238545] Epoch: [30] [2060/2904] eta: 0:10:36 lr: 0.001843 loss: 0.2204 (0.2263) loss_rec_all: 0.2459 (0.2517) loss_rec_sfr: 0.3443 (0.3582) loss_cl: -0.2791 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [10:15:52.156438] Epoch: [30] [2080/2904] eta: 0:10:21 lr: 0.001843 loss: 0.2121 (0.2262) loss_rec_all: 0.2375 (0.2516) loss_rec_sfr: 0.3108 (0.3579) loss_cl: -0.2791 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [10:16:07.076404] Epoch: [30] [2100/2904] eta: 0:10:06 lr: 0.001843 loss: 0.2137 (0.2262) loss_rec_all: 0.2392 (0.2515) loss_rec_sfr: 0.3152 (0.3576) loss_cl: -0.2791 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [10:16:21.996922] Epoch: [30] [2120/2904] eta: 0:09:51 lr: 0.001844 loss: 0.2178 (0.2262) loss_rec_all: 0.2436 (0.2516) loss_rec_sfr: 0.3457 (0.3578) loss_cl: -0.2784 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [10:16:36.916530] Epoch: [30] [2140/2904] eta: 0:09:36 lr: 0.001844 loss: 0.2118 (0.2262) loss_rec_all: 0.2371 (0.2515) loss_rec_sfr: 0.3417 (0.3577) loss_cl: -0.2780 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [10:16:51.835105] Epoch: [30] [2160/2904] eta: 0:09:21 lr: 0.001845 loss: 0.2170 (0.2262) loss_rec_all: 0.2425 (0.2515) loss_rec_sfr: 0.3657 (0.3578) loss_cl: -0.2775 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [10:17:06.758924] Epoch: [30] [2180/2904] eta: 0:09:06 lr: 0.001845 loss: 0.2146 (0.2261) loss_rec_all: 0.2398 (0.2515) loss_rec_sfr: 0.3407 (0.3579) loss_cl: -0.2793 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [10:17:21.681106] Epoch: [30] [2200/2904] eta: 0:08:50 lr: 0.001845 loss: 0.2120 (0.2260) loss_rec_all: 0.2375 (0.2514) loss_rec_sfr: 0.3223 (0.3576) loss_cl: -0.2801 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [10:17:36.607416] Epoch: [30] [2220/2904] eta: 0:08:35 lr: 0.001846 loss: 0.2170 (0.2260) loss_rec_all: 0.2421 (0.2514) loss_rec_sfr: 0.3545 (0.3577) loss_cl: -0.2791 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [10:17:51.527469] Epoch: [30] [2240/2904] eta: 0:08:20 lr: 0.001846 loss: 0.2135 (0.2261) loss_rec_all: 0.2391 (0.2514) loss_rec_sfr: 0.3097 (0.3578) loss_cl: -0.2783 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [10:18:06.451965] Epoch: [30] [2260/2904] eta: 0:08:05 lr: 0.001847 loss: 0.2173 (0.2261) loss_rec_all: 0.2429 (0.2514) loss_rec_sfr: 0.3194 (0.3576) loss_cl: -0.2795 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [10:18:21.375342] Epoch: [30] [2280/2904] eta: 0:07:50 lr: 0.001847 loss: 0.2155 (0.2261) loss_rec_all: 0.2406 (0.2515) loss_rec_sfr: 0.3379 (0.3578) loss_cl: -0.2793 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [10:18:36.299286] Epoch: [30] [2300/2904] eta: 0:07:35 lr: 0.001848 loss: 0.2175 (0.2261) loss_rec_all: 0.2434 (0.2515) loss_rec_sfr: 0.3511 (0.3578) loss_cl: -0.2799 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [10:18:51.217230] Epoch: [30] [2320/2904] eta: 0:07:20 lr: 0.001848 loss: 0.2198 (0.2261) loss_rec_all: 0.2456 (0.2515) loss_rec_sfr: 0.3126 (0.3579) loss_cl: -0.2786 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [10:19:06.135044] Epoch: [30] [2340/2904] eta: 0:07:05 lr: 0.001848 loss: 0.2182 (0.2261) loss_rec_all: 0.2432 (0.2515) loss_rec_sfr: 0.3213 (0.3577) loss_cl: -0.2790 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [10:19:21.048836] Epoch: [30] [2360/2904] eta: 0:06:49 lr: 0.001849 loss: 0.2121 (0.2261) loss_rec_all: 0.2379 (0.2514) loss_rec_sfr: 0.3461 (0.3577) loss_cl: -0.2787 (-0.2786) time: 0.7456 data: 0.0002 max mem: 29860 [10:19:35.970188] Epoch: [30] [2380/2904] eta: 0:06:34 lr: 0.001849 loss: 0.2143 (0.2260) loss_rec_all: 0.2397 (0.2514) loss_rec_sfr: 0.3137 (0.3577) loss_cl: -0.2786 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [10:19:50.887851] Epoch: [30] [2400/2904] eta: 0:06:19 lr: 0.001850 loss: 0.2167 (0.2261) loss_rec_all: 0.2419 (0.2514) loss_rec_sfr: 0.3542 (0.3578) loss_cl: -0.2794 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [10:20:05.802866] Epoch: [30] [2420/2904] eta: 0:06:04 lr: 0.001850 loss: 0.2129 (0.2261) loss_rec_all: 0.2385 (0.2514) loss_rec_sfr: 0.3555 (0.3579) loss_cl: -0.2794 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [10:20:20.719025] Epoch: [30] [2440/2904] eta: 0:05:49 lr: 0.001850 loss: 0.2164 (0.2261) loss_rec_all: 0.2415 (0.2515) loss_rec_sfr: 0.3566 (0.3581) loss_cl: -0.2780 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [10:20:35.639115] Epoch: [30] [2460/2904] eta: 0:05:34 lr: 0.001851 loss: 0.2148 (0.2261) loss_rec_all: 0.2405 (0.2514) loss_rec_sfr: 0.3173 (0.3580) loss_cl: -0.2782 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [10:20:50.558293] Epoch: [30] [2480/2904] eta: 0:05:19 lr: 0.001851 loss: 0.2135 (0.2261) loss_rec_all: 0.2394 (0.2515) loss_rec_sfr: 0.3085 (0.3579) loss_cl: -0.2786 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [10:21:05.475619] Epoch: [30] [2500/2904] eta: 0:05:04 lr: 0.001852 loss: 0.2195 (0.2262) loss_rec_all: 0.2448 (0.2515) loss_rec_sfr: 0.3682 (0.3580) loss_cl: -0.2788 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [10:21:20.393143] Epoch: [30] [2520/2904] eta: 0:04:49 lr: 0.001852 loss: 0.2154 (0.2261) loss_rec_all: 0.2411 (0.2515) loss_rec_sfr: 0.3073 (0.3579) loss_cl: -0.2799 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [10:21:35.306893] Epoch: [30] [2540/2904] eta: 0:04:34 lr: 0.001852 loss: 0.2131 (0.2261) loss_rec_all: 0.2388 (0.2514) loss_rec_sfr: 0.3092 (0.3577) loss_cl: -0.2793 (-0.2786) time: 0.7456 data: 0.0002 max mem: 29860 [10:21:50.222751] Epoch: [30] [2560/2904] eta: 0:04:19 lr: 0.001853 loss: 0.2094 (0.2260) loss_rec_all: 0.2349 (0.2514) loss_rec_sfr: 0.3035 (0.3575) loss_cl: -0.2778 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [10:22:05.137744] Epoch: [30] [2580/2904] eta: 0:04:03 lr: 0.001853 loss: 0.2131 (0.2260) loss_rec_all: 0.2386 (0.2514) loss_rec_sfr: 0.3065 (0.3574) loss_cl: -0.2781 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [10:22:20.050781] Epoch: [30] [2600/2904] eta: 0:03:48 lr: 0.001854 loss: 0.2123 (0.2260) loss_rec_all: 0.2377 (0.2513) loss_rec_sfr: 0.3113 (0.3573) loss_cl: -0.2793 (-0.2786) time: 0.7456 data: 0.0002 max mem: 29860 [10:22:34.969703] Epoch: [30] [2620/2904] eta: 0:03:33 lr: 0.001854 loss: 0.2166 (0.2260) loss_rec_all: 0.2421 (0.2513) loss_rec_sfr: 0.3129 (0.3572) loss_cl: -0.2786 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [10:22:49.887591] Epoch: [30] [2640/2904] eta: 0:03:18 lr: 0.001855 loss: 0.2168 (0.2259) loss_rec_all: 0.2426 (0.2513) loss_rec_sfr: 0.3072 (0.3571) loss_cl: -0.2792 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [10:23:04.806661] Epoch: [30] [2660/2904] eta: 0:03:03 lr: 0.001855 loss: 0.2158 (0.2259) loss_rec_all: 0.2410 (0.2512) loss_rec_sfr: 0.3526 (0.3571) loss_cl: -0.2785 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [10:23:19.727678] Epoch: [30] [2680/2904] eta: 0:02:48 lr: 0.001855 loss: 0.2167 (0.2259) loss_rec_all: 0.2420 (0.2512) loss_rec_sfr: 0.3134 (0.3570) loss_cl: -0.2794 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [10:23:34.653681] Epoch: [30] [2700/2904] eta: 0:02:33 lr: 0.001856 loss: 0.2156 (0.2259) loss_rec_all: 0.2407 (0.2512) loss_rec_sfr: 0.3576 (0.3570) loss_cl: -0.2783 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [10:23:49.580188] Epoch: [30] [2720/2904] eta: 0:02:18 lr: 0.001856 loss: 0.2174 (0.2259) loss_rec_all: 0.2426 (0.2513) loss_rec_sfr: 0.3499 (0.3572) loss_cl: -0.2772 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [10:24:04.498134] Epoch: [30] [2740/2904] eta: 0:02:03 lr: 0.001857 loss: 0.2173 (0.2259) loss_rec_all: 0.2426 (0.2513) loss_rec_sfr: 0.3112 (0.3572) loss_cl: -0.2784 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [10:24:19.416813] Epoch: [30] [2760/2904] eta: 0:01:48 lr: 0.001857 loss: 0.2185 (0.2260) loss_rec_all: 0.2442 (0.2513) loss_rec_sfr: 0.3504 (0.3572) loss_cl: -0.2785 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [10:24:34.336025] Epoch: [30] [2780/2904] eta: 0:01:33 lr: 0.001857 loss: 0.2156 (0.2259) loss_rec_all: 0.2410 (0.2513) loss_rec_sfr: 0.3459 (0.3572) loss_cl: -0.2794 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [10:24:49.250339] Epoch: [30] [2800/2904] eta: 0:01:18 lr: 0.001858 loss: 0.2183 (0.2260) loss_rec_all: 0.2436 (0.2514) loss_rec_sfr: 0.3746 (0.3576) loss_cl: -0.2793 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [10:25:04.169087] Epoch: [30] [2820/2904] eta: 0:01:03 lr: 0.001858 loss: 0.2173 (0.2261) loss_rec_all: 0.2433 (0.2515) loss_rec_sfr: 0.3579 (0.3577) loss_cl: -0.2795 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [10:25:19.164097] Epoch: [30] [2840/2904] eta: 0:00:48 lr: 0.001859 loss: 0.2145 (0.2261) loss_rec_all: 0.2398 (0.2514) loss_rec_sfr: 0.3394 (0.3576) loss_cl: -0.2780 (-0.2786) time: 0.7497 data: 0.0023 max mem: 29860 [10:25:34.067122] Epoch: [30] [2860/2904] eta: 0:00:33 lr: 0.001859 loss: 0.2111 (0.2260) loss_rec_all: 0.2368 (0.2514) loss_rec_sfr: 0.3074 (0.3574) loss_cl: -0.2783 (-0.2786) time: 0.7451 data: 0.0001 max mem: 29860 [10:25:48.967614] Epoch: [30] [2880/2904] eta: 0:00:18 lr: 0.001860 loss: 0.2130 (0.2260) loss_rec_all: 0.2386 (0.2513) loss_rec_sfr: 0.3103 (0.3572) loss_cl: -0.2778 (-0.2786) time: 0.7450 data: 0.0001 max mem: 29860 [10:26:03.870667] Epoch: [30] [2900/2904] eta: 0:00:03 lr: 0.001860 loss: 0.2168 (0.2260) loss_rec_all: 0.2422 (0.2513) loss_rec_sfr: 0.3181 (0.3572) loss_cl: -0.2783 (-0.2786) time: 0.7451 data: 0.0001 max mem: 29860 [10:26:06.113167] Epoch: [30] [2903/2904] eta: 0:00:00 lr: 0.001860 loss: 0.2168 (0.2260) loss_rec_all: 0.2422 (0.2513) loss_rec_sfr: 0.3390 (0.3573) loss_cl: -0.2785 (-0.2786) time: 0.7451 data: 0.0001 max mem: 29860 [10:26:08.178075] Epoch: [30] Total time: 0:36:26 (0.7529 s / it) [10:26:08.178952] Averaged stats: lr: 0.001860 loss: 0.2168 (0.2283) loss_rec_all: 0.2422 (0.2513) loss_rec_sfr: 0.3390 (0.3564) loss_cl: -0.2785 (-0.2553) [10:26:08.183700] log_dir: ./checkpoint/VF2_ViT-B [10:26:26.128622] Epoch: [31] [ 0/2904] eta: 14:28:29 lr: 0.001860 loss: 0.2098 (0.2098) loss_rec_all: 0.2353 (0.2353) loss_rec_sfr: 0.3378 (0.3378) loss_cl: -0.2791 (-0.2791) time: 17.9440 data: 15.4110 max mem: 29860 [10:26:41.605822] Epoch: [31] [ 20/2904] eta: 1:16:29 lr: 0.001860 loss: 0.2154 (0.2267) loss_rec_all: 0.2414 (0.2522) loss_rec_sfr: 0.3106 (0.3540) loss_cl: -0.2796 (-0.2793) time: 0.7738 data: 0.0002 max mem: 29860 [10:26:56.496619] Epoch: [31] [ 40/2904] eta: 0:56:14 lr: 0.001861 loss: 0.2157 (0.2276) loss_rec_all: 0.2416 (0.2530) loss_rec_sfr: 0.3100 (0.3536) loss_cl: -0.2786 (-0.2790) time: 0.7445 data: 0.0001 max mem: 29860 [10:27:11.383192] Epoch: [31] [ 60/2904] eta: 0:49:06 lr: 0.001861 loss: 0.2135 (0.2267) loss_rec_all: 0.2392 (0.2522) loss_rec_sfr: 0.3006 (0.3493) loss_cl: -0.2782 (-0.2788) time: 0.7443 data: 0.0002 max mem: 29860 [10:27:26.282740] Epoch: [31] [ 80/2904] eta: 0:45:22 lr: 0.001862 loss: 0.2128 (0.2284) loss_rec_all: 0.2379 (0.2538) loss_rec_sfr: 0.3242 (0.3555) loss_cl: -0.2780 (-0.2786) time: 0.7449 data: 0.0002 max mem: 29860 [10:27:41.185919] Epoch: [31] [ 100/2904] eta: 0:43:01 lr: 0.001862 loss: 0.2159 (0.2290) loss_rec_all: 0.2416 (0.2544) loss_rec_sfr: 0.3445 (0.3581) loss_cl: -0.2781 (-0.2785) time: 0.7451 data: 0.0002 max mem: 29860 [10:27:56.103926] Epoch: [31] [ 120/2904] eta: 0:41:22 lr: 0.001862 loss: 0.2160 (0.2286) loss_rec_all: 0.2420 (0.2539) loss_rec_sfr: 0.3552 (0.3594) loss_cl: -0.2783 (-0.2785) time: 0.7459 data: 0.0002 max mem: 29860 [10:28:11.028724] Epoch: [31] [ 140/2904] eta: 0:40:07 lr: 0.001863 loss: 0.2147 (0.2273) loss_rec_all: 0.2404 (0.2527) loss_rec_sfr: 0.3187 (0.3567) loss_cl: -0.2797 (-0.2786) time: 0.7462 data: 0.0003 max mem: 29860 [10:28:25.952125] Epoch: [31] [ 160/2904] eta: 0:39:07 lr: 0.001863 loss: 0.2141 (0.2260) loss_rec_all: 0.2395 (0.2514) loss_rec_sfr: 0.3110 (0.3538) loss_cl: -0.2793 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [10:28:40.872201] Epoch: [31] [ 180/2904] eta: 0:38:17 lr: 0.001864 loss: 0.2155 (0.2259) loss_rec_all: 0.2413 (0.2513) loss_rec_sfr: 0.3539 (0.3550) loss_cl: -0.2788 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [10:28:55.814643] Epoch: [31] [ 200/2904] eta: 0:37:34 lr: 0.001864 loss: 0.2146 (0.2255) loss_rec_all: 0.2400 (0.2509) loss_rec_sfr: 0.3107 (0.3537) loss_cl: -0.2782 (-0.2787) time: 0.7471 data: 0.0002 max mem: 29860 [10:29:10.739320] Epoch: [31] [ 220/2904] eta: 0:36:56 lr: 0.001865 loss: 0.2140 (0.2255) loss_rec_all: 0.2393 (0.2509) loss_rec_sfr: 0.3182 (0.3536) loss_cl: -0.2779 (-0.2785) time: 0.7462 data: 0.0002 max mem: 29860 [10:29:25.662347] Epoch: [31] [ 240/2904] eta: 0:36:22 lr: 0.001865 loss: 0.2141 (0.2252) loss_rec_all: 0.2394 (0.2506) loss_rec_sfr: 0.3534 (0.3535) loss_cl: -0.2799 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [10:29:40.581861] Epoch: [31] [ 260/2904] eta: 0:35:51 lr: 0.001865 loss: 0.2197 (0.2253) loss_rec_all: 0.2450 (0.2507) loss_rec_sfr: 0.3379 (0.3540) loss_cl: -0.2799 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [10:29:55.494015] Epoch: [31] [ 280/2904] eta: 0:35:22 lr: 0.001866 loss: 0.2132 (0.2257) loss_rec_all: 0.2387 (0.2511) loss_rec_sfr: 0.3281 (0.3552) loss_cl: -0.2784 (-0.2786) time: 0.7456 data: 0.0002 max mem: 29860 [10:30:10.414063] Epoch: [31] [ 300/2904] eta: 0:34:55 lr: 0.001866 loss: 0.2173 (0.2262) loss_rec_all: 0.2429 (0.2516) loss_rec_sfr: 0.3145 (0.3563) loss_cl: -0.2788 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [10:30:25.337817] Epoch: [31] [ 320/2904] eta: 0:34:29 lr: 0.001867 loss: 0.2180 (0.2264) loss_rec_all: 0.2438 (0.2518) loss_rec_sfr: 0.3305 (0.3568) loss_cl: -0.2782 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [10:30:40.263443] Epoch: [31] [ 340/2904] eta: 0:34:05 lr: 0.001867 loss: 0.2124 (0.2257) loss_rec_all: 0.2382 (0.2510) loss_rec_sfr: 0.3163 (0.3551) loss_cl: -0.2788 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [10:30:55.191534] Epoch: [31] [ 360/2904] eta: 0:33:42 lr: 0.001867 loss: 0.2126 (0.2256) loss_rec_all: 0.2379 (0.2510) loss_rec_sfr: 0.3453 (0.3555) loss_cl: -0.2798 (-0.2786) time: 0.7464 data: 0.0002 max mem: 29860 [10:31:10.114778] Epoch: [31] [ 380/2904] eta: 0:33:20 lr: 0.001868 loss: 0.2128 (0.2255) loss_rec_all: 0.2387 (0.2509) loss_rec_sfr: 0.3148 (0.3545) loss_cl: -0.2785 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [10:31:25.031383] Epoch: [31] [ 400/2904] eta: 0:32:58 lr: 0.001868 loss: 0.2178 (0.2257) loss_rec_all: 0.2432 (0.2510) loss_rec_sfr: 0.3226 (0.3547) loss_cl: -0.2785 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [10:31:39.951626] Epoch: [31] [ 420/2904] eta: 0:32:37 lr: 0.001869 loss: 0.2194 (0.2262) loss_rec_all: 0.2450 (0.2516) loss_rec_sfr: 0.3668 (0.3567) loss_cl: -0.2794 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [10:31:54.874246] Epoch: [31] [ 440/2904] eta: 0:32:16 lr: 0.001869 loss: 0.2202 (0.2266) loss_rec_all: 0.2461 (0.2520) loss_rec_sfr: 0.3765 (0.3581) loss_cl: -0.2783 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [10:32:09.791156] Epoch: [31] [ 460/2904] eta: 0:31:56 lr: 0.001870 loss: 0.2183 (0.2264) loss_rec_all: 0.2434 (0.2518) loss_rec_sfr: 0.3532 (0.3578) loss_cl: -0.2777 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [10:32:24.712251] Epoch: [31] [ 480/2904] eta: 0:31:37 lr: 0.001870 loss: 0.2161 (0.2263) loss_rec_all: 0.2414 (0.2517) loss_rec_sfr: 0.3571 (0.3580) loss_cl: -0.2777 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [10:32:39.634532] Epoch: [31] [ 500/2904] eta: 0:31:18 lr: 0.001870 loss: 0.2147 (0.2262) loss_rec_all: 0.2405 (0.2516) loss_rec_sfr: 0.3114 (0.3574) loss_cl: -0.2795 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [10:32:54.555216] Epoch: [31] [ 520/2904] eta: 0:30:59 lr: 0.001871 loss: 0.2116 (0.2259) loss_rec_all: 0.2370 (0.2513) loss_rec_sfr: 0.3080 (0.3566) loss_cl: -0.2794 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [10:33:09.474410] Epoch: [31] [ 540/2904] eta: 0:30:40 lr: 0.001871 loss: 0.2184 (0.2261) loss_rec_all: 0.2435 (0.2515) loss_rec_sfr: 0.3657 (0.3575) loss_cl: -0.2791 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [10:33:24.387838] Epoch: [31] [ 560/2904] eta: 0:30:22 lr: 0.001872 loss: 0.2169 (0.2261) loss_rec_all: 0.2428 (0.2515) loss_rec_sfr: 0.3332 (0.3575) loss_cl: -0.2788 (-0.2786) time: 0.7456 data: 0.0002 max mem: 29860 [10:33:39.310723] Epoch: [31] [ 580/2904] eta: 0:30:04 lr: 0.001872 loss: 0.2125 (0.2260) loss_rec_all: 0.2384 (0.2514) loss_rec_sfr: 0.3128 (0.3571) loss_cl: -0.2781 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [10:33:54.229440] Epoch: [31] [ 600/2904] eta: 0:29:46 lr: 0.001872 loss: 0.2106 (0.2256) loss_rec_all: 0.2365 (0.2510) loss_rec_sfr: 0.3112 (0.3557) loss_cl: -0.2785 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [10:34:09.145718] Epoch: [31] [ 620/2904] eta: 0:29:28 lr: 0.001873 loss: 0.2210 (0.2258) loss_rec_all: 0.2468 (0.2512) loss_rec_sfr: 0.3223 (0.3560) loss_cl: -0.2786 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [10:34:24.066157] Epoch: [31] [ 640/2904] eta: 0:29:11 lr: 0.001873 loss: 0.2131 (0.2259) loss_rec_all: 0.2385 (0.2513) loss_rec_sfr: 0.3509 (0.3565) loss_cl: -0.2788 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [10:34:38.986756] Epoch: [31] [ 660/2904] eta: 0:28:54 lr: 0.001874 loss: 0.2159 (0.2261) loss_rec_all: 0.2413 (0.2514) loss_rec_sfr: 0.3552 (0.3570) loss_cl: -0.2786 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [10:34:53.905551] Epoch: [31] [ 680/2904] eta: 0:28:36 lr: 0.001874 loss: 0.2129 (0.2259) loss_rec_all: 0.2385 (0.2513) loss_rec_sfr: 0.3165 (0.3567) loss_cl: -0.2788 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [10:35:08.824423] Epoch: [31] [ 700/2904] eta: 0:28:19 lr: 0.001874 loss: 0.2127 (0.2258) loss_rec_all: 0.2387 (0.2512) loss_rec_sfr: 0.3422 (0.3567) loss_cl: -0.2790 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [10:35:23.746492] Epoch: [31] [ 720/2904] eta: 0:28:02 lr: 0.001875 loss: 0.2106 (0.2256) loss_rec_all: 0.2364 (0.2509) loss_rec_sfr: 0.3072 (0.3561) loss_cl: -0.2795 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [10:35:38.670941] Epoch: [31] [ 740/2904] eta: 0:27:45 lr: 0.001875 loss: 0.2134 (0.2255) loss_rec_all: 0.2390 (0.2508) loss_rec_sfr: 0.3200 (0.3558) loss_cl: -0.2798 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [10:35:53.596098] Epoch: [31] [ 760/2904] eta: 0:27:29 lr: 0.001876 loss: 0.2155 (0.2255) loss_rec_all: 0.2412 (0.2508) loss_rec_sfr: 0.3058 (0.3557) loss_cl: -0.2783 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [10:36:08.517597] Epoch: [31] [ 780/2904] eta: 0:27:12 lr: 0.001876 loss: 0.2206 (0.2256) loss_rec_all: 0.2464 (0.2510) loss_rec_sfr: 0.3119 (0.3558) loss_cl: -0.2788 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [10:36:23.436053] Epoch: [31] [ 800/2904] eta: 0:26:56 lr: 0.001877 loss: 0.2124 (0.2254) loss_rec_all: 0.2380 (0.2508) loss_rec_sfr: 0.3298 (0.3555) loss_cl: -0.2779 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [10:36:38.356480] Epoch: [31] [ 820/2904] eta: 0:26:39 lr: 0.001877 loss: 0.2159 (0.2254) loss_rec_all: 0.2413 (0.2508) loss_rec_sfr: 0.3209 (0.3553) loss_cl: -0.2776 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [10:36:53.275302] Epoch: [31] [ 840/2904] eta: 0:26:23 lr: 0.001877 loss: 0.2156 (0.2253) loss_rec_all: 0.2410 (0.2507) loss_rec_sfr: 0.3524 (0.3552) loss_cl: -0.2786 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [10:37:08.203628] Epoch: [31] [ 860/2904] eta: 0:26:06 lr: 0.001878 loss: 0.2164 (0.2253) loss_rec_all: 0.2420 (0.2507) loss_rec_sfr: 0.3154 (0.3547) loss_cl: -0.2796 (-0.2786) time: 0.7464 data: 0.0002 max mem: 29860 [10:37:23.129329] Epoch: [31] [ 880/2904] eta: 0:25:50 lr: 0.001878 loss: 0.2177 (0.2252) loss_rec_all: 0.2431 (0.2505) loss_rec_sfr: 0.3237 (0.3545) loss_cl: -0.2796 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [10:37:38.057883] Epoch: [31] [ 900/2904] eta: 0:25:34 lr: 0.001879 loss: 0.2153 (0.2251) loss_rec_all: 0.2408 (0.2505) loss_rec_sfr: 0.3429 (0.3544) loss_cl: -0.2787 (-0.2786) time: 0.7464 data: 0.0002 max mem: 29860 [10:37:52.982989] Epoch: [31] [ 920/2904] eta: 0:25:18 lr: 0.001879 loss: 0.2114 (0.2249) loss_rec_all: 0.2366 (0.2503) loss_rec_sfr: 0.3102 (0.3541) loss_cl: -0.2786 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [10:38:07.908697] Epoch: [31] [ 940/2904] eta: 0:25:02 lr: 0.001879 loss: 0.2125 (0.2248) loss_rec_all: 0.2382 (0.2502) loss_rec_sfr: 0.3039 (0.3532) loss_cl: -0.2792 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [10:38:22.832130] Epoch: [31] [ 960/2904] eta: 0:24:46 lr: 0.001880 loss: 0.2152 (0.2248) loss_rec_all: 0.2406 (0.2502) loss_rec_sfr: 0.3154 (0.3532) loss_cl: -0.2791 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [10:38:37.756035] Epoch: [31] [ 980/2904] eta: 0:24:30 lr: 0.001880 loss: 0.2105 (0.2246) loss_rec_all: 0.2363 (0.2500) loss_rec_sfr: 0.3457 (0.3530) loss_cl: -0.2782 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [10:38:52.671877] Epoch: [31] [1000/2904] eta: 0:24:14 lr: 0.001881 loss: 0.2174 (0.2246) loss_rec_all: 0.2433 (0.2500) loss_rec_sfr: 0.3146 (0.3528) loss_cl: -0.2793 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [10:39:07.581478] Epoch: [31] [1020/2904] eta: 0:23:58 lr: 0.001881 loss: 0.2151 (0.2245) loss_rec_all: 0.2408 (0.2499) loss_rec_sfr: 0.3297 (0.3527) loss_cl: -0.2792 (-0.2786) time: 0.7454 data: 0.0002 max mem: 29860 [10:39:22.500233] Epoch: [31] [1040/2904] eta: 0:23:42 lr: 0.001881 loss: 0.2128 (0.2243) loss_rec_all: 0.2381 (0.2497) loss_rec_sfr: 0.3461 (0.3523) loss_cl: -0.2790 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [10:39:37.426770] Epoch: [31] [1060/2904] eta: 0:23:26 lr: 0.001882 loss: 0.2108 (0.2243) loss_rec_all: 0.2366 (0.2497) loss_rec_sfr: 0.3068 (0.3521) loss_cl: -0.2790 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [10:39:52.350753] Epoch: [31] [1080/2904] eta: 0:23:10 lr: 0.001882 loss: 0.2157 (0.2243) loss_rec_all: 0.2413 (0.2497) loss_rec_sfr: 0.3019 (0.3518) loss_cl: -0.2787 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [10:40:07.288134] Epoch: [31] [1100/2904] eta: 0:22:54 lr: 0.001883 loss: 0.2140 (0.2242) loss_rec_all: 0.2393 (0.2496) loss_rec_sfr: 0.3164 (0.3517) loss_cl: -0.2786 (-0.2786) time: 0.7468 data: 0.0002 max mem: 29860 [10:40:22.204822] Epoch: [31] [1120/2904] eta: 0:22:39 lr: 0.001883 loss: 0.2161 (0.2245) loss_rec_all: 0.2414 (0.2499) loss_rec_sfr: 0.3529 (0.3523) loss_cl: -0.2781 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [10:40:37.123886] Epoch: [31] [1140/2904] eta: 0:22:23 lr: 0.001884 loss: 0.2129 (0.2243) loss_rec_all: 0.2389 (0.2497) loss_rec_sfr: 0.3019 (0.3516) loss_cl: -0.2784 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [10:40:52.043901] Epoch: [31] [1160/2904] eta: 0:22:07 lr: 0.001884 loss: 0.2123 (0.2242) loss_rec_all: 0.2377 (0.2496) loss_rec_sfr: 0.3122 (0.3514) loss_cl: -0.2795 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [10:41:06.957870] Epoch: [31] [1180/2904] eta: 0:21:51 lr: 0.001884 loss: 0.2137 (0.2243) loss_rec_all: 0.2391 (0.2497) loss_rec_sfr: 0.3111 (0.3516) loss_cl: -0.2785 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [10:41:21.880183] Epoch: [31] [1200/2904] eta: 0:21:36 lr: 0.001885 loss: 0.2180 (0.2242) loss_rec_all: 0.2438 (0.2496) loss_rec_sfr: 0.3137 (0.3514) loss_cl: -0.2790 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [10:41:36.798918] Epoch: [31] [1220/2904] eta: 0:21:20 lr: 0.001885 loss: 0.2194 (0.2243) loss_rec_all: 0.2447 (0.2497) loss_rec_sfr: 0.3150 (0.3514) loss_cl: -0.2798 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [10:41:51.722949] Epoch: [31] [1240/2904] eta: 0:21:05 lr: 0.001886 loss: 0.2101 (0.2243) loss_rec_all: 0.2356 (0.2497) loss_rec_sfr: 0.3420 (0.3515) loss_cl: -0.2795 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [10:42:06.640662] Epoch: [31] [1260/2904] eta: 0:20:49 lr: 0.001886 loss: 0.2121 (0.2242) loss_rec_all: 0.2378 (0.2497) loss_rec_sfr: 0.3115 (0.3512) loss_cl: -0.2774 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [10:42:21.559021] Epoch: [31] [1280/2904] eta: 0:20:33 lr: 0.001886 loss: 0.2185 (0.2244) loss_rec_all: 0.2443 (0.2498) loss_rec_sfr: 0.3635 (0.3518) loss_cl: -0.2784 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [10:42:36.478896] Epoch: [31] [1300/2904] eta: 0:20:18 lr: 0.001887 loss: 0.2153 (0.2244) loss_rec_all: 0.2405 (0.2498) loss_rec_sfr: 0.3108 (0.3517) loss_cl: -0.2789 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [10:42:51.394671] Epoch: [31] [1320/2904] eta: 0:20:02 lr: 0.001887 loss: 0.2213 (0.2246) loss_rec_all: 0.2469 (0.2500) loss_rec_sfr: 0.3471 (0.3520) loss_cl: -0.2790 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [10:43:06.316592] Epoch: [31] [1340/2904] eta: 0:19:47 lr: 0.001888 loss: 0.2163 (0.2246) loss_rec_all: 0.2419 (0.2500) loss_rec_sfr: 0.3211 (0.3520) loss_cl: -0.2789 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [10:43:21.237011] Epoch: [31] [1360/2904] eta: 0:19:31 lr: 0.001888 loss: 0.2166 (0.2245) loss_rec_all: 0.2421 (0.2499) loss_rec_sfr: 0.3507 (0.3520) loss_cl: -0.2781 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [10:43:36.154044] Epoch: [31] [1380/2904] eta: 0:19:16 lr: 0.001889 loss: 0.2148 (0.2246) loss_rec_all: 0.2403 (0.2500) loss_rec_sfr: 0.3592 (0.3524) loss_cl: -0.2779 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [10:43:51.071853] Epoch: [31] [1400/2904] eta: 0:19:00 lr: 0.001889 loss: 0.2135 (0.2245) loss_rec_all: 0.2388 (0.2499) loss_rec_sfr: 0.3120 (0.3522) loss_cl: -0.2789 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [10:44:05.985375] Epoch: [31] [1420/2904] eta: 0:18:45 lr: 0.001889 loss: 0.2139 (0.2244) loss_rec_all: 0.2395 (0.2498) loss_rec_sfr: 0.3104 (0.3519) loss_cl: -0.2790 (-0.2786) time: 0.7456 data: 0.0002 max mem: 29860 [10:44:20.898824] Epoch: [31] [1440/2904] eta: 0:18:30 lr: 0.001890 loss: 0.2143 (0.2245) loss_rec_all: 0.2396 (0.2499) loss_rec_sfr: 0.3550 (0.3523) loss_cl: -0.2777 (-0.2786) time: 0.7456 data: 0.0002 max mem: 29860 [10:44:35.817402] Epoch: [31] [1460/2904] eta: 0:18:14 lr: 0.001890 loss: 0.2147 (0.2244) loss_rec_all: 0.2407 (0.2498) loss_rec_sfr: 0.3205 (0.3519) loss_cl: -0.2792 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [10:44:50.733579] Epoch: [31] [1480/2904] eta: 0:17:59 lr: 0.001891 loss: 0.2144 (0.2243) loss_rec_all: 0.2404 (0.2497) loss_rec_sfr: 0.3145 (0.3516) loss_cl: -0.2800 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [10:45:05.652800] Epoch: [31] [1500/2904] eta: 0:17:43 lr: 0.001891 loss: 0.2144 (0.2243) loss_rec_all: 0.2398 (0.2498) loss_rec_sfr: 0.3010 (0.3516) loss_cl: -0.2790 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [10:45:20.570396] Epoch: [31] [1520/2904] eta: 0:17:28 lr: 0.001891 loss: 0.2109 (0.2242) loss_rec_all: 0.2363 (0.2496) loss_rec_sfr: 0.3120 (0.3514) loss_cl: -0.2805 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [10:45:35.486338] Epoch: [31] [1540/2904] eta: 0:17:13 lr: 0.001892 loss: 0.2133 (0.2242) loss_rec_all: 0.2387 (0.2496) loss_rec_sfr: 0.3549 (0.3514) loss_cl: -0.2802 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [10:45:50.405001] Epoch: [31] [1560/2904] eta: 0:16:57 lr: 0.001892 loss: 0.2171 (0.2242) loss_rec_all: 0.2426 (0.2496) loss_rec_sfr: 0.3503 (0.3517) loss_cl: -0.2800 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [10:46:05.325180] Epoch: [31] [1580/2904] eta: 0:16:42 lr: 0.001893 loss: 0.2152 (0.2242) loss_rec_all: 0.2410 (0.2496) loss_rec_sfr: 0.3157 (0.3515) loss_cl: -0.2796 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [10:46:20.237713] Epoch: [31] [1600/2904] eta: 0:16:27 lr: 0.001893 loss: 0.2150 (0.2243) loss_rec_all: 0.2405 (0.2497) loss_rec_sfr: 0.3581 (0.3519) loss_cl: -0.2817 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [10:46:35.154811] Epoch: [31] [1620/2904] eta: 0:16:11 lr: 0.001893 loss: 0.2192 (0.2243) loss_rec_all: 0.2445 (0.2497) loss_rec_sfr: 0.3162 (0.3518) loss_cl: -0.2787 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [10:46:50.075314] Epoch: [31] [1640/2904] eta: 0:15:56 lr: 0.001894 loss: 0.2156 (0.2243) loss_rec_all: 0.2413 (0.2497) loss_rec_sfr: 0.3093 (0.3516) loss_cl: -0.2788 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [10:47:04.998339] Epoch: [31] [1660/2904] eta: 0:15:41 lr: 0.001894 loss: 0.2161 (0.2243) loss_rec_all: 0.2417 (0.2497) loss_rec_sfr: 0.3378 (0.3516) loss_cl: -0.2782 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [10:47:19.921020] Epoch: [31] [1680/2904] eta: 0:15:25 lr: 0.001895 loss: 0.2133 (0.2243) loss_rec_all: 0.2395 (0.2497) loss_rec_sfr: 0.3535 (0.3519) loss_cl: -0.2782 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [10:47:34.851427] Epoch: [31] [1700/2904] eta: 0:15:10 lr: 0.001895 loss: 0.2138 (0.2243) loss_rec_all: 0.2392 (0.2497) loss_rec_sfr: 0.3408 (0.3518) loss_cl: -0.2794 (-0.2786) time: 0.7465 data: 0.0002 max mem: 29860 [10:47:49.785648] Epoch: [31] [1720/2904] eta: 0:14:55 lr: 0.001896 loss: 0.2137 (0.2243) loss_rec_all: 0.2392 (0.2497) loss_rec_sfr: 0.3459 (0.3520) loss_cl: -0.2793 (-0.2786) time: 0.7467 data: 0.0002 max mem: 29860 [10:48:04.723612] Epoch: [31] [1740/2904] eta: 0:14:40 lr: 0.001896 loss: 0.2132 (0.2243) loss_rec_all: 0.2386 (0.2497) loss_rec_sfr: 0.3222 (0.3521) loss_cl: -0.2784 (-0.2786) time: 0.7469 data: 0.0002 max mem: 29860 [10:48:19.673632] Epoch: [31] [1760/2904] eta: 0:14:24 lr: 0.001896 loss: 0.2113 (0.2243) loss_rec_all: 0.2371 (0.2497) loss_rec_sfr: 0.3151 (0.3519) loss_cl: -0.2789 (-0.2786) time: 0.7475 data: 0.0002 max mem: 29860 [10:48:34.601927] Epoch: [31] [1780/2904] eta: 0:14:09 lr: 0.001897 loss: 0.2147 (0.2242) loss_rec_all: 0.2405 (0.2496) loss_rec_sfr: 0.3058 (0.3516) loss_cl: -0.2779 (-0.2786) time: 0.7464 data: 0.0002 max mem: 29860 [10:48:49.522128] Epoch: [31] [1800/2904] eta: 0:13:54 lr: 0.001897 loss: 0.2142 (0.2242) loss_rec_all: 0.2399 (0.2496) loss_rec_sfr: 0.3159 (0.3517) loss_cl: -0.2788 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [10:49:04.441557] Epoch: [31] [1820/2904] eta: 0:13:39 lr: 0.001898 loss: 0.2138 (0.2242) loss_rec_all: 0.2394 (0.2496) loss_rec_sfr: 0.3373 (0.3517) loss_cl: -0.2789 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [10:49:19.358869] Epoch: [31] [1840/2904] eta: 0:13:23 lr: 0.001898 loss: 0.2159 (0.2243) loss_rec_all: 0.2411 (0.2497) loss_rec_sfr: 0.3229 (0.3518) loss_cl: -0.2775 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [10:49:34.276535] Epoch: [31] [1860/2904] eta: 0:13:08 lr: 0.001898 loss: 0.2167 (0.2242) loss_rec_all: 0.2418 (0.2496) loss_rec_sfr: 0.3146 (0.3516) loss_cl: -0.2780 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [10:49:49.195970] Epoch: [31] [1880/2904] eta: 0:12:53 lr: 0.001899 loss: 0.2143 (0.2243) loss_rec_all: 0.2399 (0.2497) loss_rec_sfr: 0.3416 (0.3518) loss_cl: -0.2797 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [10:50:04.121182] Epoch: [31] [1900/2904] eta: 0:12:38 lr: 0.001899 loss: 0.2114 (0.2243) loss_rec_all: 0.2370 (0.2497) loss_rec_sfr: 0.3115 (0.3517) loss_cl: -0.2802 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [10:50:19.045278] Epoch: [31] [1920/2904] eta: 0:12:23 lr: 0.001900 loss: 0.2089 (0.2241) loss_rec_all: 0.2344 (0.2495) loss_rec_sfr: 0.3066 (0.3514) loss_cl: -0.2785 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [10:50:33.970478] Epoch: [31] [1940/2904] eta: 0:12:07 lr: 0.001900 loss: 0.2211 (0.2243) loss_rec_all: 0.2467 (0.2497) loss_rec_sfr: 0.3674 (0.3520) loss_cl: -0.2776 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [10:50:48.891636] Epoch: [31] [1960/2904] eta: 0:11:52 lr: 0.001900 loss: 0.2153 (0.2243) loss_rec_all: 0.2404 (0.2497) loss_rec_sfr: 0.3159 (0.3519) loss_cl: -0.2780 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [10:51:03.811328] Epoch: [31] [1980/2904] eta: 0:11:37 lr: 0.001901 loss: 0.2155 (0.2243) loss_rec_all: 0.2408 (0.2497) loss_rec_sfr: 0.3193 (0.3520) loss_cl: -0.2793 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [10:51:18.731327] Epoch: [31] [2000/2904] eta: 0:11:22 lr: 0.001901 loss: 0.2134 (0.2243) loss_rec_all: 0.2389 (0.2497) loss_rec_sfr: 0.3151 (0.3519) loss_cl: -0.2794 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [10:51:33.650131] Epoch: [31] [2020/2904] eta: 0:11:07 lr: 0.001902 loss: 0.2105 (0.2243) loss_rec_all: 0.2364 (0.2497) loss_rec_sfr: 0.3121 (0.3519) loss_cl: -0.2786 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [10:51:48.559035] Epoch: [31] [2040/2904] eta: 0:10:52 lr: 0.001902 loss: 0.2146 (0.2243) loss_rec_all: 0.2398 (0.2497) loss_rec_sfr: 0.3534 (0.3519) loss_cl: -0.2785 (-0.2786) time: 0.7454 data: 0.0002 max mem: 29860 [10:52:03.466740] Epoch: [31] [2060/2904] eta: 0:10:36 lr: 0.001903 loss: 0.2266 (0.2245) loss_rec_all: 0.2518 (0.2499) loss_rec_sfr: 0.3491 (0.3523) loss_cl: -0.2783 (-0.2786) time: 0.7453 data: 0.0002 max mem: 29860 [10:52:18.386939] Epoch: [31] [2080/2904] eta: 0:10:21 lr: 0.001903 loss: 0.2116 (0.2245) loss_rec_all: 0.2371 (0.2499) loss_rec_sfr: 0.3584 (0.3525) loss_cl: -0.2789 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [10:52:33.304295] Epoch: [31] [2100/2904] eta: 0:10:06 lr: 0.001903 loss: 0.2177 (0.2244) loss_rec_all: 0.2434 (0.2498) loss_rec_sfr: 0.3167 (0.3524) loss_cl: -0.2788 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [10:52:48.217772] Epoch: [31] [2120/2904] eta: 0:09:51 lr: 0.001904 loss: 0.2158 (0.2245) loss_rec_all: 0.2413 (0.2499) loss_rec_sfr: 0.3608 (0.3526) loss_cl: -0.2783 (-0.2786) time: 0.7456 data: 0.0002 max mem: 29860 [10:53:03.133487] Epoch: [31] [2140/2904] eta: 0:09:36 lr: 0.001904 loss: 0.2171 (0.2246) loss_rec_all: 0.2428 (0.2499) loss_rec_sfr: 0.3225 (0.3527) loss_cl: -0.2784 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [10:53:18.056507] Epoch: [31] [2160/2904] eta: 0:09:21 lr: 0.001905 loss: 0.2148 (0.2246) loss_rec_all: 0.2402 (0.2500) loss_rec_sfr: 0.3173 (0.3528) loss_cl: -0.2786 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [10:53:32.976095] Epoch: [31] [2180/2904] eta: 0:09:05 lr: 0.001905 loss: 0.2133 (0.2245) loss_rec_all: 0.2393 (0.2499) loss_rec_sfr: 0.3101 (0.3526) loss_cl: -0.2790 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [10:53:47.895642] Epoch: [31] [2200/2904] eta: 0:08:50 lr: 0.001905 loss: 0.2118 (0.2245) loss_rec_all: 0.2375 (0.2499) loss_rec_sfr: 0.3114 (0.3525) loss_cl: -0.2783 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [10:54:02.820045] Epoch: [31] [2220/2904] eta: 0:08:35 lr: 0.001906 loss: 0.2151 (0.2245) loss_rec_all: 0.2408 (0.2499) loss_rec_sfr: 0.3530 (0.3525) loss_cl: -0.2791 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [10:54:17.739464] Epoch: [31] [2240/2904] eta: 0:08:20 lr: 0.001906 loss: 0.2206 (0.2246) loss_rec_all: 0.2458 (0.2500) loss_rec_sfr: 0.3121 (0.3527) loss_cl: -0.2799 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [10:54:32.660513] Epoch: [31] [2260/2904] eta: 0:08:05 lr: 0.001907 loss: 0.2119 (0.2245) loss_rec_all: 0.2371 (0.2499) loss_rec_sfr: 0.3074 (0.3526) loss_cl: -0.2800 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [10:54:47.578279] Epoch: [31] [2280/2904] eta: 0:07:50 lr: 0.001907 loss: 0.2116 (0.2246) loss_rec_all: 0.2372 (0.2500) loss_rec_sfr: 0.3096 (0.3526) loss_cl: -0.2775 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [10:55:02.496000] Epoch: [31] [2300/2904] eta: 0:07:35 lr: 0.001908 loss: 0.2134 (0.2246) loss_rec_all: 0.2390 (0.2500) loss_rec_sfr: 0.3496 (0.3527) loss_cl: -0.2775 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [10:55:17.417143] Epoch: [31] [2320/2904] eta: 0:07:20 lr: 0.001908 loss: 0.2137 (0.2246) loss_rec_all: 0.2390 (0.2500) loss_rec_sfr: 0.3202 (0.3529) loss_cl: -0.2783 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [10:55:32.341634] Epoch: [31] [2340/2904] eta: 0:07:05 lr: 0.001908 loss: 0.2098 (0.2246) loss_rec_all: 0.2353 (0.2500) loss_rec_sfr: 0.2986 (0.3527) loss_cl: -0.2799 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [10:55:47.261765] Epoch: [31] [2360/2904] eta: 0:06:49 lr: 0.001909 loss: 0.2199 (0.2247) loss_rec_all: 0.2457 (0.2501) loss_rec_sfr: 0.3572 (0.3530) loss_cl: -0.2797 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [10:56:02.187683] Epoch: [31] [2380/2904] eta: 0:06:34 lr: 0.001909 loss: 0.2123 (0.2247) loss_rec_all: 0.2379 (0.2501) loss_rec_sfr: 0.3556 (0.3531) loss_cl: -0.2799 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [10:56:17.113992] Epoch: [31] [2400/2904] eta: 0:06:19 lr: 0.001910 loss: 0.2198 (0.2247) loss_rec_all: 0.2449 (0.2501) loss_rec_sfr: 0.3176 (0.3531) loss_cl: -0.2786 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [10:56:32.037384] Epoch: [31] [2420/2904] eta: 0:06:04 lr: 0.001910 loss: 0.2123 (0.2246) loss_rec_all: 0.2373 (0.2500) loss_rec_sfr: 0.3141 (0.3528) loss_cl: -0.2775 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [10:56:46.962642] Epoch: [31] [2440/2904] eta: 0:05:49 lr: 0.001910 loss: 0.2188 (0.2247) loss_rec_all: 0.2444 (0.2501) loss_rec_sfr: 0.3520 (0.3530) loss_cl: -0.2780 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [10:57:01.887616] Epoch: [31] [2460/2904] eta: 0:05:34 lr: 0.001911 loss: 0.2136 (0.2247) loss_rec_all: 0.2392 (0.2501) loss_rec_sfr: 0.3111 (0.3531) loss_cl: -0.2785 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [10:57:16.810160] Epoch: [31] [2480/2904] eta: 0:05:19 lr: 0.001911 loss: 0.2139 (0.2247) loss_rec_all: 0.2395 (0.2501) loss_rec_sfr: 0.3431 (0.3531) loss_cl: -0.2796 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [10:57:31.741547] Epoch: [31] [2500/2904] eta: 0:05:04 lr: 0.001912 loss: 0.2129 (0.2247) loss_rec_all: 0.2384 (0.2501) loss_rec_sfr: 0.3484 (0.3531) loss_cl: -0.2790 (-0.2786) time: 0.7465 data: 0.0002 max mem: 29860 [10:57:46.668969] Epoch: [31] [2520/2904] eta: 0:04:49 lr: 0.001912 loss: 0.2103 (0.2247) loss_rec_all: 0.2359 (0.2501) loss_rec_sfr: 0.3078 (0.3530) loss_cl: -0.2790 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [10:58:01.595458] Epoch: [31] [2540/2904] eta: 0:04:34 lr: 0.001912 loss: 0.2127 (0.2247) loss_rec_all: 0.2380 (0.2501) loss_rec_sfr: 0.3141 (0.3530) loss_cl: -0.2779 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [10:58:16.520006] Epoch: [31] [2560/2904] eta: 0:04:19 lr: 0.001913 loss: 0.2162 (0.2247) loss_rec_all: 0.2416 (0.2501) loss_rec_sfr: 0.3386 (0.3530) loss_cl: -0.2785 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [10:58:31.442793] Epoch: [31] [2580/2904] eta: 0:04:03 lr: 0.001913 loss: 0.2128 (0.2246) loss_rec_all: 0.2388 (0.2500) loss_rec_sfr: 0.3007 (0.3528) loss_cl: -0.2787 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [10:58:46.363151] Epoch: [31] [2600/2904] eta: 0:03:48 lr: 0.001914 loss: 0.2154 (0.2247) loss_rec_all: 0.2408 (0.2501) loss_rec_sfr: 0.3226 (0.3529) loss_cl: -0.2790 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [10:59:01.288129] Epoch: [31] [2620/2904] eta: 0:03:33 lr: 0.001914 loss: 0.2298 (0.2248) loss_rec_all: 0.2554 (0.2502) loss_rec_sfr: 0.3546 (0.3533) loss_cl: -0.2786 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [10:59:16.214285] Epoch: [31] [2640/2904] eta: 0:03:18 lr: 0.001915 loss: 0.2209 (0.2248) loss_rec_all: 0.2463 (0.2502) loss_rec_sfr: 0.3100 (0.3531) loss_cl: -0.2788 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [10:59:31.137594] Epoch: [31] [2660/2904] eta: 0:03:03 lr: 0.001915 loss: 0.2096 (0.2248) loss_rec_all: 0.2353 (0.2502) loss_rec_sfr: 0.3221 (0.3530) loss_cl: -0.2796 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [10:59:46.057327] Epoch: [31] [2680/2904] eta: 0:02:48 lr: 0.001915 loss: 0.2156 (0.2248) loss_rec_all: 0.2413 (0.2502) loss_rec_sfr: 0.3440 (0.3531) loss_cl: -0.2782 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [11:00:00.977956] Epoch: [31] [2700/2904] eta: 0:02:33 lr: 0.001916 loss: 0.2137 (0.2248) loss_rec_all: 0.2388 (0.2502) loss_rec_sfr: 0.3630 (0.3532) loss_cl: -0.2774 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [11:00:15.909278] Epoch: [31] [2720/2904] eta: 0:02:18 lr: 0.001916 loss: 0.2160 (0.2248) loss_rec_all: 0.2415 (0.2502) loss_rec_sfr: 0.3222 (0.3532) loss_cl: -0.2783 (-0.2786) time: 0.7465 data: 0.0002 max mem: 29860 [11:00:30.832809] Epoch: [31] [2740/2904] eta: 0:02:03 lr: 0.001917 loss: 0.2116 (0.2248) loss_rec_all: 0.2374 (0.2502) loss_rec_sfr: 0.3162 (0.3532) loss_cl: -0.2784 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [11:00:45.751702] Epoch: [31] [2760/2904] eta: 0:01:48 lr: 0.001917 loss: 0.2100 (0.2248) loss_rec_all: 0.2357 (0.2502) loss_rec_sfr: 0.3109 (0.3532) loss_cl: -0.2788 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [11:01:00.675773] Epoch: [31] [2780/2904] eta: 0:01:33 lr: 0.001917 loss: 0.2123 (0.2247) loss_rec_all: 0.2376 (0.2501) loss_rec_sfr: 0.3400 (0.3531) loss_cl: -0.2796 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [11:01:15.604507] Epoch: [31] [2800/2904] eta: 0:01:18 lr: 0.001918 loss: 0.2145 (0.2247) loss_rec_all: 0.2397 (0.2501) loss_rec_sfr: 0.3118 (0.3530) loss_cl: -0.2785 (-0.2786) time: 0.7464 data: 0.0002 max mem: 29860 [11:01:30.533296] Epoch: [31] [2820/2904] eta: 0:01:03 lr: 0.001918 loss: 0.2143 (0.2247) loss_rec_all: 0.2397 (0.2501) loss_rec_sfr: 0.3115 (0.3528) loss_cl: -0.2780 (-0.2786) time: 0.7464 data: 0.0002 max mem: 29860 [11:01:45.488714] Epoch: [31] [2840/2904] eta: 0:00:48 lr: 0.001919 loss: 0.2187 (0.2247) loss_rec_all: 0.2446 (0.2501) loss_rec_sfr: 0.3225 (0.3529) loss_cl: -0.2792 (-0.2786) time: 0.7477 data: 0.0023 max mem: 29860 [11:02:00.390371] Epoch: [31] [2860/2904] eta: 0:00:33 lr: 0.001919 loss: 0.2143 (0.2247) loss_rec_all: 0.2401 (0.2501) loss_rec_sfr: 0.3115 (0.3528) loss_cl: -0.2789 (-0.2786) time: 0.7450 data: 0.0001 max mem: 29860 [11:02:15.294563] Epoch: [31] [2880/2904] eta: 0:00:18 lr: 0.001920 loss: 0.2185 (0.2248) loss_rec_all: 0.2445 (0.2501) loss_rec_sfr: 0.3240 (0.3530) loss_cl: -0.2782 (-0.2786) time: 0.7452 data: 0.0001 max mem: 29860 [11:02:30.201384] Epoch: [31] [2900/2904] eta: 0:00:03 lr: 0.001920 loss: 0.2105 (0.2247) loss_rec_all: 0.2356 (0.2501) loss_rec_sfr: 0.3104 (0.3529) loss_cl: -0.2780 (-0.2786) time: 0.7453 data: 0.0001 max mem: 29860 [11:02:32.445590] Epoch: [31] [2903/2904] eta: 0:00:00 lr: 0.001920 loss: 0.2105 (0.2247) loss_rec_all: 0.2364 (0.2501) loss_rec_sfr: 0.3177 (0.3528) loss_cl: -0.2778 (-0.2786) time: 0.7454 data: 0.0001 max mem: 29860 [11:02:34.569673] Epoch: [31] Total time: 0:36:26 (0.7529 s / it) [11:02:34.570774] Averaged stats: lr: 0.001920 loss: 0.2105 (0.2272) loss_rec_all: 0.2364 (0.2503) loss_rec_sfr: 0.3177 (0.3543) loss_cl: -0.2778 (-0.2553) [11:02:34.576024] log_dir: ./checkpoint/VF2_ViT-B [11:02:52.137414] Epoch: [32] [ 0/2904] eta: 14:09:56 lr: 0.001920 loss: 0.2003 (0.2003) loss_rec_all: 0.2260 (0.2260) loss_rec_sfr: 0.2962 (0.2962) loss_cl: -0.2778 (-0.2778) time: 17.5607 data: 15.5782 max mem: 29860 [11:03:07.390069] Epoch: [32] [ 20/2904] eta: 1:15:06 lr: 0.001920 loss: 0.2127 (0.2240) loss_rec_all: 0.2386 (0.2494) loss_rec_sfr: 0.3097 (0.3476) loss_cl: -0.2786 (-0.2784) time: 0.7626 data: 0.0002 max mem: 29860 [11:03:22.273077] Epoch: [32] [ 40/2904] eta: 0:55:31 lr: 0.001921 loss: 0.2125 (0.2221) loss_rec_all: 0.2379 (0.2476) loss_rec_sfr: 0.3118 (0.3422) loss_cl: -0.2788 (-0.2787) time: 0.7441 data: 0.0001 max mem: 29860 [11:03:37.158842] Epoch: [32] [ 60/2904] eta: 0:48:37 lr: 0.001921 loss: 0.2141 (0.2202) loss_rec_all: 0.2393 (0.2457) loss_rec_sfr: 0.3055 (0.3326) loss_cl: -0.2790 (-0.2788) time: 0.7442 data: 0.0002 max mem: 29860 [11:03:52.062960] Epoch: [32] [ 80/2904] eta: 0:45:01 lr: 0.001922 loss: 0.2179 (0.2214) loss_rec_all: 0.2431 (0.2469) loss_rec_sfr: 0.3135 (0.3384) loss_cl: -0.2781 (-0.2786) time: 0.7452 data: 0.0002 max mem: 29860 [11:04:06.974878] Epoch: [32] [ 100/2904] eta: 0:42:45 lr: 0.001922 loss: 0.2197 (0.2237) loss_rec_all: 0.2453 (0.2492) loss_rec_sfr: 0.3442 (0.3451) loss_cl: -0.2784 (-0.2786) time: 0.7455 data: 0.0002 max mem: 29860 [11:04:21.904555] Epoch: [32] [ 120/2904] eta: 0:41:09 lr: 0.001922 loss: 0.2137 (0.2226) loss_rec_all: 0.2395 (0.2481) loss_rec_sfr: 0.3090 (0.3411) loss_cl: -0.2794 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [11:04:36.839835] Epoch: [32] [ 140/2904] eta: 0:39:56 lr: 0.001923 loss: 0.2142 (0.2236) loss_rec_all: 0.2398 (0.2490) loss_rec_sfr: 0.3483 (0.3462) loss_cl: -0.2784 (-0.2786) time: 0.7467 data: 0.0002 max mem: 29860 [11:04:51.764351] Epoch: [32] [ 160/2904] eta: 0:38:58 lr: 0.001923 loss: 0.2117 (0.2222) loss_rec_all: 0.2374 (0.2477) loss_rec_sfr: 0.3054 (0.3425) loss_cl: -0.2786 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [11:05:06.684537] Epoch: [32] [ 180/2904] eta: 0:38:09 lr: 0.001924 loss: 0.2122 (0.2221) loss_rec_all: 0.2379 (0.2475) loss_rec_sfr: 0.3225 (0.3424) loss_cl: -0.2789 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [11:05:21.718742] Epoch: [32] [ 200/2904] eta: 0:37:28 lr: 0.001924 loss: 0.2120 (0.2220) loss_rec_all: 0.2375 (0.2475) loss_rec_sfr: 0.3512 (0.3442) loss_cl: -0.2784 (-0.2786) time: 0.7517 data: 0.0002 max mem: 29860 [11:05:36.643388] Epoch: [32] [ 220/2904] eta: 0:36:51 lr: 0.001925 loss: 0.2117 (0.2221) loss_rec_all: 0.2369 (0.2476) loss_rec_sfr: 0.3438 (0.3454) loss_cl: -0.2785 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [11:05:51.566170] Epoch: [32] [ 240/2904] eta: 0:36:17 lr: 0.001925 loss: 0.2146 (0.2229) loss_rec_all: 0.2398 (0.2483) loss_rec_sfr: 0.3698 (0.3487) loss_cl: -0.2789 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [11:06:06.490544] Epoch: [32] [ 260/2904] eta: 0:35:46 lr: 0.001925 loss: 0.2135 (0.2225) loss_rec_all: 0.2388 (0.2480) loss_rec_sfr: 0.3117 (0.3479) loss_cl: -0.2791 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [11:06:21.414207] Epoch: [32] [ 280/2904] eta: 0:35:18 lr: 0.001926 loss: 0.2122 (0.2223) loss_rec_all: 0.2376 (0.2478) loss_rec_sfr: 0.3151 (0.3474) loss_cl: -0.2798 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [11:06:36.337432] Epoch: [32] [ 300/2904] eta: 0:34:51 lr: 0.001926 loss: 0.2154 (0.2223) loss_rec_all: 0.2407 (0.2478) loss_rec_sfr: 0.3105 (0.3468) loss_cl: -0.2785 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [11:06:51.267839] Epoch: [32] [ 320/2904] eta: 0:34:26 lr: 0.001927 loss: 0.2165 (0.2227) loss_rec_all: 0.2418 (0.2481) loss_rec_sfr: 0.3522 (0.3489) loss_cl: -0.2777 (-0.2786) time: 0.7465 data: 0.0002 max mem: 29860 [11:07:06.199005] Epoch: [32] [ 340/2904] eta: 0:34:02 lr: 0.001927 loss: 0.2137 (0.2231) loss_rec_all: 0.2391 (0.2485) loss_rec_sfr: 0.3416 (0.3497) loss_cl: -0.2788 (-0.2786) time: 0.7465 data: 0.0002 max mem: 29860 [11:07:21.119999] Epoch: [32] [ 360/2904] eta: 0:33:39 lr: 0.001927 loss: 0.2149 (0.2233) loss_rec_all: 0.2404 (0.2487) loss_rec_sfr: 0.3265 (0.3505) loss_cl: -0.2786 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [11:07:36.042050] Epoch: [32] [ 380/2904] eta: 0:33:17 lr: 0.001928 loss: 0.2127 (0.2231) loss_rec_all: 0.2378 (0.2485) loss_rec_sfr: 0.3139 (0.3499) loss_cl: -0.2787 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [11:07:50.960987] Epoch: [32] [ 400/2904] eta: 0:32:55 lr: 0.001928 loss: 0.2177 (0.2233) loss_rec_all: 0.2433 (0.2487) loss_rec_sfr: 0.3228 (0.3501) loss_cl: -0.2785 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [11:08:05.880295] Epoch: [32] [ 420/2904] eta: 0:32:34 lr: 0.001929 loss: 0.2148 (0.2235) loss_rec_all: 0.2403 (0.2489) loss_rec_sfr: 0.3230 (0.3506) loss_cl: -0.2783 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [11:08:20.800355] Epoch: [32] [ 440/2904] eta: 0:32:14 lr: 0.001929 loss: 0.2152 (0.2235) loss_rec_all: 0.2410 (0.2489) loss_rec_sfr: 0.3144 (0.3507) loss_cl: -0.2790 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [11:08:35.717600] Epoch: [32] [ 460/2904] eta: 0:31:54 lr: 0.001930 loss: 0.2134 (0.2234) loss_rec_all: 0.2387 (0.2488) loss_rec_sfr: 0.3161 (0.3504) loss_cl: -0.2785 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [11:08:50.632965] Epoch: [32] [ 480/2904] eta: 0:31:35 lr: 0.001930 loss: 0.2153 (0.2238) loss_rec_all: 0.2413 (0.2492) loss_rec_sfr: 0.3157 (0.3512) loss_cl: -0.2786 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [11:09:05.548263] Epoch: [32] [ 500/2904] eta: 0:31:15 lr: 0.001930 loss: 0.2127 (0.2238) loss_rec_all: 0.2380 (0.2492) loss_rec_sfr: 0.3565 (0.3513) loss_cl: -0.2785 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [11:09:20.459551] Epoch: [32] [ 520/2904] eta: 0:30:57 lr: 0.001931 loss: 0.2120 (0.2236) loss_rec_all: 0.2377 (0.2490) loss_rec_sfr: 0.3107 (0.3505) loss_cl: -0.2787 (-0.2786) time: 0.7455 data: 0.0002 max mem: 29860 [11:09:35.369764] Epoch: [32] [ 540/2904] eta: 0:30:38 lr: 0.001931 loss: 0.2134 (0.2238) loss_rec_all: 0.2396 (0.2492) loss_rec_sfr: 0.3583 (0.3516) loss_cl: -0.2794 (-0.2786) time: 0.7455 data: 0.0002 max mem: 29860 [11:09:50.283581] Epoch: [32] [ 560/2904] eta: 0:30:20 lr: 0.001932 loss: 0.2179 (0.2239) loss_rec_all: 0.2432 (0.2493) loss_rec_sfr: 0.3496 (0.3522) loss_cl: -0.2793 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [11:10:05.198793] Epoch: [32] [ 580/2904] eta: 0:30:02 lr: 0.001932 loss: 0.2118 (0.2238) loss_rec_all: 0.2376 (0.2492) loss_rec_sfr: 0.3299 (0.3521) loss_cl: -0.2784 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [11:10:20.124329] Epoch: [32] [ 600/2904] eta: 0:29:44 lr: 0.001932 loss: 0.2136 (0.2239) loss_rec_all: 0.2388 (0.2492) loss_rec_sfr: 0.3381 (0.3522) loss_cl: -0.2781 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [11:10:35.061709] Epoch: [32] [ 620/2904] eta: 0:29:27 lr: 0.001933 loss: 0.2108 (0.2237) loss_rec_all: 0.2363 (0.2491) loss_rec_sfr: 0.3456 (0.3524) loss_cl: -0.2790 (-0.2786) time: 0.7468 data: 0.0002 max mem: 29860 [11:10:49.987777] Epoch: [32] [ 640/2904] eta: 0:29:09 lr: 0.001933 loss: 0.2140 (0.2236) loss_rec_all: 0.2398 (0.2490) loss_rec_sfr: 0.3334 (0.3520) loss_cl: -0.2798 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [11:11:04.913799] Epoch: [32] [ 660/2904] eta: 0:28:52 lr: 0.001934 loss: 0.2159 (0.2236) loss_rec_all: 0.2418 (0.2490) loss_rec_sfr: 0.3132 (0.3519) loss_cl: -0.2791 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [11:11:19.838771] Epoch: [32] [ 680/2904] eta: 0:28:35 lr: 0.001934 loss: 0.2210 (0.2240) loss_rec_all: 0.2463 (0.2494) loss_rec_sfr: 0.3333 (0.3526) loss_cl: -0.2790 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [11:11:34.754906] Epoch: [32] [ 700/2904] eta: 0:28:18 lr: 0.001934 loss: 0.2175 (0.2243) loss_rec_all: 0.2428 (0.2497) loss_rec_sfr: 0.3508 (0.3534) loss_cl: -0.2782 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [11:11:49.682932] Epoch: [32] [ 720/2904] eta: 0:28:01 lr: 0.001935 loss: 0.2231 (0.2245) loss_rec_all: 0.2482 (0.2499) loss_rec_sfr: 0.3134 (0.3538) loss_cl: -0.2783 (-0.2786) time: 0.7464 data: 0.0002 max mem: 29860 [11:12:04.607714] Epoch: [32] [ 740/2904] eta: 0:27:44 lr: 0.001935 loss: 0.2154 (0.2245) loss_rec_all: 0.2406 (0.2499) loss_rec_sfr: 0.3400 (0.3537) loss_cl: -0.2780 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [11:12:19.534094] Epoch: [32] [ 760/2904] eta: 0:27:27 lr: 0.001936 loss: 0.2122 (0.2244) loss_rec_all: 0.2378 (0.2498) loss_rec_sfr: 0.3112 (0.3536) loss_cl: -0.2785 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [11:12:34.456440] Epoch: [32] [ 780/2904] eta: 0:27:11 lr: 0.001936 loss: 0.2099 (0.2243) loss_rec_all: 0.2350 (0.2497) loss_rec_sfr: 0.3584 (0.3535) loss_cl: -0.2782 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [11:12:49.378542] Epoch: [32] [ 800/2904] eta: 0:26:54 lr: 0.001937 loss: 0.2157 (0.2244) loss_rec_all: 0.2410 (0.2498) loss_rec_sfr: 0.3168 (0.3538) loss_cl: -0.2791 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [11:13:04.292449] Epoch: [32] [ 820/2904] eta: 0:26:38 lr: 0.001937 loss: 0.2132 (0.2244) loss_rec_all: 0.2392 (0.2498) loss_rec_sfr: 0.3064 (0.3535) loss_cl: -0.2795 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [11:13:19.211743] Epoch: [32] [ 840/2904] eta: 0:26:21 lr: 0.001937 loss: 0.2178 (0.2243) loss_rec_all: 0.2432 (0.2497) loss_rec_sfr: 0.3180 (0.3531) loss_cl: -0.2789 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [11:13:34.134239] Epoch: [32] [ 860/2904] eta: 0:26:05 lr: 0.001938 loss: 0.2151 (0.2243) loss_rec_all: 0.2408 (0.2497) loss_rec_sfr: 0.3488 (0.3534) loss_cl: -0.2785 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [11:13:49.052943] Epoch: [32] [ 880/2904] eta: 0:25:49 lr: 0.001938 loss: 0.2139 (0.2243) loss_rec_all: 0.2393 (0.2496) loss_rec_sfr: 0.3191 (0.3533) loss_cl: -0.2792 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [11:14:03.976604] Epoch: [32] [ 900/2904] eta: 0:25:33 lr: 0.001939 loss: 0.2111 (0.2241) loss_rec_all: 0.2368 (0.2495) loss_rec_sfr: 0.3128 (0.3529) loss_cl: -0.2792 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [11:14:18.889801] Epoch: [32] [ 920/2904] eta: 0:25:17 lr: 0.001939 loss: 0.2199 (0.2244) loss_rec_all: 0.2451 (0.2498) loss_rec_sfr: 0.3700 (0.3539) loss_cl: -0.2784 (-0.2786) time: 0.7456 data: 0.0002 max mem: 29860 [11:14:33.801392] Epoch: [32] [ 940/2904] eta: 0:25:01 lr: 0.001939 loss: 0.2145 (0.2244) loss_rec_all: 0.2397 (0.2498) loss_rec_sfr: 0.3481 (0.3540) loss_cl: -0.2775 (-0.2786) time: 0.7455 data: 0.0002 max mem: 29860 [11:14:48.717683] Epoch: [32] [ 960/2904] eta: 0:24:45 lr: 0.001940 loss: 0.2146 (0.2245) loss_rec_all: 0.2401 (0.2499) loss_rec_sfr: 0.3186 (0.3543) loss_cl: -0.2781 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [11:15:03.626802] Epoch: [32] [ 980/2904] eta: 0:24:29 lr: 0.001940 loss: 0.2118 (0.2244) loss_rec_all: 0.2375 (0.2498) loss_rec_sfr: 0.3168 (0.3539) loss_cl: -0.2784 (-0.2786) time: 0.7454 data: 0.0002 max mem: 29860 [11:15:18.540263] Epoch: [32] [1000/2904] eta: 0:24:13 lr: 0.001941 loss: 0.2148 (0.2243) loss_rec_all: 0.2407 (0.2497) loss_rec_sfr: 0.3589 (0.3538) loss_cl: -0.2794 (-0.2786) time: 0.7456 data: 0.0002 max mem: 29860 [11:15:33.456741] Epoch: [32] [1020/2904] eta: 0:23:57 lr: 0.001941 loss: 0.2090 (0.2241) loss_rec_all: 0.2346 (0.2495) loss_rec_sfr: 0.3092 (0.3533) loss_cl: -0.2785 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [11:15:48.376700] Epoch: [32] [1040/2904] eta: 0:23:41 lr: 0.001941 loss: 0.2205 (0.2242) loss_rec_all: 0.2463 (0.2496) loss_rec_sfr: 0.3239 (0.3534) loss_cl: -0.2787 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [11:16:03.296686] Epoch: [32] [1060/2904] eta: 0:23:25 lr: 0.001942 loss: 0.2142 (0.2243) loss_rec_all: 0.2395 (0.2497) loss_rec_sfr: 0.3147 (0.3538) loss_cl: -0.2793 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [11:16:18.227981] Epoch: [32] [1080/2904] eta: 0:23:09 lr: 0.001942 loss: 0.2130 (0.2243) loss_rec_all: 0.2382 (0.2497) loss_rec_sfr: 0.3364 (0.3538) loss_cl: -0.2789 (-0.2786) time: 0.7465 data: 0.0002 max mem: 29860 [11:16:33.156584] Epoch: [32] [1100/2904] eta: 0:22:53 lr: 0.001943 loss: 0.2147 (0.2243) loss_rec_all: 0.2404 (0.2497) loss_rec_sfr: 0.3150 (0.3537) loss_cl: -0.2780 (-0.2786) time: 0.7464 data: 0.0002 max mem: 29860 [11:16:48.092612] Epoch: [32] [1120/2904] eta: 0:22:38 lr: 0.001943 loss: 0.2118 (0.2243) loss_rec_all: 0.2369 (0.2497) loss_rec_sfr: 0.3526 (0.3539) loss_cl: -0.2775 (-0.2786) time: 0.7468 data: 0.0002 max mem: 29860 [11:17:03.017440] Epoch: [32] [1140/2904] eta: 0:22:22 lr: 0.001944 loss: 0.2099 (0.2243) loss_rec_all: 0.2356 (0.2496) loss_rec_sfr: 0.3159 (0.3537) loss_cl: -0.2785 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [11:17:17.936765] Epoch: [32] [1160/2904] eta: 0:22:06 lr: 0.001944 loss: 0.2160 (0.2242) loss_rec_all: 0.2412 (0.2496) loss_rec_sfr: 0.3214 (0.3537) loss_cl: -0.2793 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [11:17:32.856594] Epoch: [32] [1180/2904] eta: 0:21:51 lr: 0.001944 loss: 0.2121 (0.2242) loss_rec_all: 0.2377 (0.2496) loss_rec_sfr: 0.3412 (0.3537) loss_cl: -0.2792 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [11:17:47.784370] Epoch: [32] [1200/2904] eta: 0:21:35 lr: 0.001945 loss: 0.2155 (0.2242) loss_rec_all: 0.2410 (0.2496) loss_rec_sfr: 0.3626 (0.3539) loss_cl: -0.2781 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [11:18:02.702694] Epoch: [32] [1220/2904] eta: 0:21:20 lr: 0.001945 loss: 0.2148 (0.2242) loss_rec_all: 0.2407 (0.2496) loss_rec_sfr: 0.3107 (0.3538) loss_cl: -0.2790 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [11:18:17.615871] Epoch: [32] [1240/2904] eta: 0:21:04 lr: 0.001946 loss: 0.2182 (0.2243) loss_rec_all: 0.2436 (0.2497) loss_rec_sfr: 0.3545 (0.3541) loss_cl: -0.2793 (-0.2786) time: 0.7456 data: 0.0002 max mem: 29860 [11:18:32.529339] Epoch: [32] [1260/2904] eta: 0:20:48 lr: 0.001946 loss: 0.2184 (0.2242) loss_rec_all: 0.2437 (0.2496) loss_rec_sfr: 0.3184 (0.3540) loss_cl: -0.2795 (-0.2786) time: 0.7456 data: 0.0002 max mem: 29860 [11:18:47.442998] Epoch: [32] [1280/2904] eta: 0:20:33 lr: 0.001946 loss: 0.2104 (0.2241) loss_rec_all: 0.2362 (0.2494) loss_rec_sfr: 0.3121 (0.3535) loss_cl: -0.2788 (-0.2786) time: 0.7456 data: 0.0002 max mem: 29860 [11:19:02.360321] Epoch: [32] [1300/2904] eta: 0:20:17 lr: 0.001947 loss: 0.2134 (0.2241) loss_rec_all: 0.2387 (0.2494) loss_rec_sfr: 0.3059 (0.3533) loss_cl: -0.2775 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [11:19:17.280813] Epoch: [32] [1320/2904] eta: 0:20:02 lr: 0.001947 loss: 0.2151 (0.2241) loss_rec_all: 0.2412 (0.2495) loss_rec_sfr: 0.3083 (0.3534) loss_cl: -0.2787 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [11:19:32.200387] Epoch: [32] [1340/2904] eta: 0:19:46 lr: 0.001948 loss: 0.2148 (0.2241) loss_rec_all: 0.2404 (0.2495) loss_rec_sfr: 0.3171 (0.3532) loss_cl: -0.2791 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [11:19:47.112758] Epoch: [32] [1360/2904] eta: 0:19:31 lr: 0.001948 loss: 0.2111 (0.2240) loss_rec_all: 0.2366 (0.2494) loss_rec_sfr: 0.3329 (0.3531) loss_cl: -0.2784 (-0.2786) time: 0.7456 data: 0.0002 max mem: 29860 [11:20:02.024298] Epoch: [32] [1380/2904] eta: 0:19:15 lr: 0.001949 loss: 0.2160 (0.2241) loss_rec_all: 0.2413 (0.2495) loss_rec_sfr: 0.3541 (0.3536) loss_cl: -0.2782 (-0.2786) time: 0.7455 data: 0.0002 max mem: 29860 [11:20:16.933282] Epoch: [32] [1400/2904] eta: 0:19:00 lr: 0.001949 loss: 0.2150 (0.2241) loss_rec_all: 0.2403 (0.2495) loss_rec_sfr: 0.3127 (0.3533) loss_cl: -0.2791 (-0.2786) time: 0.7454 data: 0.0002 max mem: 29860 [11:20:31.848300] Epoch: [32] [1420/2904] eta: 0:18:44 lr: 0.001949 loss: 0.2116 (0.2241) loss_rec_all: 0.2370 (0.2495) loss_rec_sfr: 0.3174 (0.3533) loss_cl: -0.2792 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [11:20:46.762260] Epoch: [32] [1440/2904] eta: 0:18:29 lr: 0.001950 loss: 0.2126 (0.2240) loss_rec_all: 0.2379 (0.2494) loss_rec_sfr: 0.3126 (0.3531) loss_cl: -0.2783 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [11:21:01.672840] Epoch: [32] [1460/2904] eta: 0:18:14 lr: 0.001950 loss: 0.2161 (0.2240) loss_rec_all: 0.2418 (0.2494) loss_rec_sfr: 0.3130 (0.3530) loss_cl: -0.2791 (-0.2786) time: 0.7455 data: 0.0002 max mem: 29860 [11:21:16.595716] Epoch: [32] [1480/2904] eta: 0:17:58 lr: 0.001951 loss: 0.2147 (0.2241) loss_rec_all: 0.2406 (0.2494) loss_rec_sfr: 0.3189 (0.3531) loss_cl: -0.2787 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [11:21:31.513993] Epoch: [32] [1500/2904] eta: 0:17:43 lr: 0.001951 loss: 0.2100 (0.2241) loss_rec_all: 0.2359 (0.2495) loss_rec_sfr: 0.3147 (0.3531) loss_cl: -0.2782 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [11:21:46.430173] Epoch: [32] [1520/2904] eta: 0:17:28 lr: 0.001951 loss: 0.2178 (0.2242) loss_rec_all: 0.2429 (0.2496) loss_rec_sfr: 0.3642 (0.3537) loss_cl: -0.2784 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [11:22:01.348762] Epoch: [32] [1540/2904] eta: 0:17:12 lr: 0.001952 loss: 0.2194 (0.2244) loss_rec_all: 0.2453 (0.2498) loss_rec_sfr: 0.3483 (0.3543) loss_cl: -0.2794 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [11:22:16.260869] Epoch: [32] [1560/2904] eta: 0:16:57 lr: 0.001952 loss: 0.2181 (0.2244) loss_rec_all: 0.2437 (0.2498) loss_rec_sfr: 0.3176 (0.3543) loss_cl: -0.2787 (-0.2786) time: 0.7456 data: 0.0002 max mem: 29860 [11:22:31.176947] Epoch: [32] [1580/2904] eta: 0:16:42 lr: 0.001953 loss: 0.2145 (0.2243) loss_rec_all: 0.2399 (0.2497) loss_rec_sfr: 0.3060 (0.3539) loss_cl: -0.2779 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [11:22:46.094985] Epoch: [32] [1600/2904] eta: 0:16:26 lr: 0.001953 loss: 0.2185 (0.2244) loss_rec_all: 0.2437 (0.2498) loss_rec_sfr: 0.3518 (0.3541) loss_cl: -0.2785 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [11:23:01.020158] Epoch: [32] [1620/2904] eta: 0:16:11 lr: 0.001953 loss: 0.2160 (0.2245) loss_rec_all: 0.2420 (0.2499) loss_rec_sfr: 0.3479 (0.3545) loss_cl: -0.2789 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [11:23:15.944556] Epoch: [32] [1640/2904] eta: 0:15:56 lr: 0.001954 loss: 0.2150 (0.2245) loss_rec_all: 0.2407 (0.2499) loss_rec_sfr: 0.3156 (0.3545) loss_cl: -0.2797 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [11:23:30.862195] Epoch: [32] [1660/2904] eta: 0:15:40 lr: 0.001954 loss: 0.2157 (0.2245) loss_rec_all: 0.2410 (0.2499) loss_rec_sfr: 0.3476 (0.3546) loss_cl: -0.2790 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [11:23:45.781414] Epoch: [32] [1680/2904] eta: 0:15:25 lr: 0.001955 loss: 0.2118 (0.2246) loss_rec_all: 0.2377 (0.2500) loss_rec_sfr: 0.3292 (0.3547) loss_cl: -0.2789 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [11:24:00.699404] Epoch: [32] [1700/2904] eta: 0:15:10 lr: 0.001955 loss: 0.2162 (0.2246) loss_rec_all: 0.2415 (0.2499) loss_rec_sfr: 0.3169 (0.3547) loss_cl: -0.2779 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [11:24:15.634521] Epoch: [32] [1720/2904] eta: 0:14:55 lr: 0.001956 loss: 0.2112 (0.2245) loss_rec_all: 0.2367 (0.2499) loss_rec_sfr: 0.3139 (0.3543) loss_cl: -0.2783 (-0.2786) time: 0.7467 data: 0.0002 max mem: 29860 [11:24:30.552998] Epoch: [32] [1740/2904] eta: 0:14:39 lr: 0.001956 loss: 0.2146 (0.2245) loss_rec_all: 0.2404 (0.2499) loss_rec_sfr: 0.3255 (0.3544) loss_cl: -0.2790 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [11:24:45.657395] Epoch: [32] [1760/2904] eta: 0:14:24 lr: 0.001956 loss: 0.2110 (0.2245) loss_rec_all: 0.2364 (0.2498) loss_rec_sfr: 0.3157 (0.3543) loss_cl: -0.2792 (-0.2786) time: 0.7552 data: 0.0002 max mem: 29860 [11:25:00.575558] Epoch: [32] [1780/2904] eta: 0:14:09 lr: 0.001957 loss: 0.2177 (0.2246) loss_rec_all: 0.2430 (0.2499) loss_rec_sfr: 0.3714 (0.3547) loss_cl: -0.2785 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [11:25:15.493688] Epoch: [32] [1800/2904] eta: 0:13:54 lr: 0.001957 loss: 0.2137 (0.2245) loss_rec_all: 0.2390 (0.2499) loss_rec_sfr: 0.3151 (0.3544) loss_cl: -0.2786 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [11:25:30.417268] Epoch: [32] [1820/2904] eta: 0:13:38 lr: 0.001958 loss: 0.2177 (0.2246) loss_rec_all: 0.2428 (0.2500) loss_rec_sfr: 0.3170 (0.3548) loss_cl: -0.2778 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [11:25:45.334418] Epoch: [32] [1840/2904] eta: 0:13:23 lr: 0.001958 loss: 0.2168 (0.2247) loss_rec_all: 0.2422 (0.2500) loss_rec_sfr: 0.3519 (0.3549) loss_cl: -0.2786 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [11:26:00.251350] Epoch: [32] [1860/2904] eta: 0:13:08 lr: 0.001958 loss: 0.2116 (0.2246) loss_rec_all: 0.2370 (0.2500) loss_rec_sfr: 0.3186 (0.3549) loss_cl: -0.2796 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [11:26:15.172320] Epoch: [32] [1880/2904] eta: 0:12:53 lr: 0.001959 loss: 0.2117 (0.2246) loss_rec_all: 0.2376 (0.2500) loss_rec_sfr: 0.3082 (0.3548) loss_cl: -0.2784 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [11:26:30.092399] Epoch: [32] [1900/2904] eta: 0:12:38 lr: 0.001959 loss: 0.2119 (0.2246) loss_rec_all: 0.2374 (0.2500) loss_rec_sfr: 0.3205 (0.3546) loss_cl: -0.2780 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [11:26:45.010145] Epoch: [32] [1920/2904] eta: 0:12:22 lr: 0.001960 loss: 0.2113 (0.2245) loss_rec_all: 0.2366 (0.2499) loss_rec_sfr: 0.3269 (0.3544) loss_cl: -0.2784 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [11:26:59.929791] Epoch: [32] [1940/2904] eta: 0:12:07 lr: 0.001960 loss: 0.2149 (0.2245) loss_rec_all: 0.2404 (0.2499) loss_rec_sfr: 0.3133 (0.3543) loss_cl: -0.2790 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [11:27:14.846237] Epoch: [32] [1960/2904] eta: 0:11:52 lr: 0.001960 loss: 0.2140 (0.2244) loss_rec_all: 0.2393 (0.2498) loss_rec_sfr: 0.3509 (0.3544) loss_cl: -0.2788 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [11:27:29.770368] Epoch: [32] [1980/2904] eta: 0:11:37 lr: 0.001961 loss: 0.2127 (0.2245) loss_rec_all: 0.2385 (0.2498) loss_rec_sfr: 0.3507 (0.3545) loss_cl: -0.2794 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [11:27:44.692095] Epoch: [32] [2000/2904] eta: 0:11:22 lr: 0.001961 loss: 0.2130 (0.2244) loss_rec_all: 0.2386 (0.2498) loss_rec_sfr: 0.3092 (0.3543) loss_cl: -0.2784 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [11:27:59.604697] Epoch: [32] [2020/2904] eta: 0:11:07 lr: 0.001962 loss: 0.2206 (0.2245) loss_rec_all: 0.2462 (0.2499) loss_rec_sfr: 0.3500 (0.3545) loss_cl: -0.2785 (-0.2786) time: 0.7456 data: 0.0002 max mem: 29860 [11:28:14.668230] Epoch: [32] [2040/2904] eta: 0:10:51 lr: 0.001962 loss: 0.2125 (0.2245) loss_rec_all: 0.2381 (0.2499) loss_rec_sfr: 0.3094 (0.3545) loss_cl: -0.2794 (-0.2786) time: 0.7531 data: 0.0002 max mem: 29860 [11:28:29.585412] Epoch: [32] [2060/2904] eta: 0:10:36 lr: 0.001963 loss: 0.2109 (0.2245) loss_rec_all: 0.2365 (0.2499) loss_rec_sfr: 0.3115 (0.3544) loss_cl: -0.2790 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [11:28:44.636522] Epoch: [32] [2080/2904] eta: 0:10:21 lr: 0.001963 loss: 0.2174 (0.2246) loss_rec_all: 0.2431 (0.2499) loss_rec_sfr: 0.3224 (0.3545) loss_cl: -0.2787 (-0.2786) time: 0.7525 data: 0.0002 max mem: 29860 [11:28:59.556579] Epoch: [32] [2100/2904] eta: 0:10:06 lr: 0.001963 loss: 0.2176 (0.2246) loss_rec_all: 0.2434 (0.2500) loss_rec_sfr: 0.3152 (0.3545) loss_cl: -0.2790 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [11:29:14.477212] Epoch: [32] [2120/2904] eta: 0:09:51 lr: 0.001964 loss: 0.2195 (0.2246) loss_rec_all: 0.2448 (0.2500) loss_rec_sfr: 0.3111 (0.3545) loss_cl: -0.2783 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [11:29:29.402938] Epoch: [32] [2140/2904] eta: 0:09:36 lr: 0.001964 loss: 0.2136 (0.2247) loss_rec_all: 0.2392 (0.2500) loss_rec_sfr: 0.3171 (0.3546) loss_cl: -0.2786 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [11:29:44.324738] Epoch: [32] [2160/2904] eta: 0:09:21 lr: 0.001965 loss: 0.2149 (0.2247) loss_rec_all: 0.2402 (0.2500) loss_rec_sfr: 0.3360 (0.3547) loss_cl: -0.2789 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [11:29:59.240647] Epoch: [32] [2180/2904] eta: 0:09:05 lr: 0.001965 loss: 0.2135 (0.2246) loss_rec_all: 0.2388 (0.2500) loss_rec_sfr: 0.3061 (0.3544) loss_cl: -0.2784 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [11:30:14.157172] Epoch: [32] [2200/2904] eta: 0:08:50 lr: 0.001965 loss: 0.2150 (0.2246) loss_rec_all: 0.2407 (0.2500) loss_rec_sfr: 0.3188 (0.3543) loss_cl: -0.2789 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [11:30:29.072035] Epoch: [32] [2220/2904] eta: 0:08:35 lr: 0.001966 loss: 0.2164 (0.2247) loss_rec_all: 0.2422 (0.2501) loss_rec_sfr: 0.3682 (0.3546) loss_cl: -0.2789 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [11:30:43.990534] Epoch: [32] [2240/2904] eta: 0:08:20 lr: 0.001966 loss: 0.2133 (0.2247) loss_rec_all: 0.2391 (0.2501) loss_rec_sfr: 0.3388 (0.3547) loss_cl: -0.2784 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [11:30:58.919724] Epoch: [32] [2260/2904] eta: 0:08:05 lr: 0.001967 loss: 0.2190 (0.2248) loss_rec_all: 0.2447 (0.2502) loss_rec_sfr: 0.3507 (0.3550) loss_cl: -0.2789 (-0.2786) time: 0.7464 data: 0.0002 max mem: 29860 [11:31:13.835584] Epoch: [32] [2280/2904] eta: 0:07:50 lr: 0.001967 loss: 0.2124 (0.2249) loss_rec_all: 0.2380 (0.2502) loss_rec_sfr: 0.3421 (0.3551) loss_cl: -0.2779 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [11:31:28.754414] Epoch: [32] [2300/2904] eta: 0:07:35 lr: 0.001968 loss: 0.2125 (0.2249) loss_rec_all: 0.2376 (0.2502) loss_rec_sfr: 0.3431 (0.3551) loss_cl: -0.2782 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [11:31:43.671347] Epoch: [32] [2320/2904] eta: 0:07:20 lr: 0.001968 loss: 0.2133 (0.2248) loss_rec_all: 0.2392 (0.2502) loss_rec_sfr: 0.3524 (0.3551) loss_cl: -0.2791 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [11:31:58.591894] Epoch: [32] [2340/2904] eta: 0:07:04 lr: 0.001968 loss: 0.2135 (0.2247) loss_rec_all: 0.2391 (0.2501) loss_rec_sfr: 0.3070 (0.3547) loss_cl: -0.2793 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [11:32:13.506268] Epoch: [32] [2360/2904] eta: 0:06:49 lr: 0.001969 loss: 0.2081 (0.2246) loss_rec_all: 0.2338 (0.2500) loss_rec_sfr: 0.2823 (0.3544) loss_cl: -0.2790 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [11:32:28.421528] Epoch: [32] [2380/2904] eta: 0:06:34 lr: 0.001969 loss: 0.2137 (0.2247) loss_rec_all: 0.2388 (0.2501) loss_rec_sfr: 0.3393 (0.3545) loss_cl: -0.2776 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [11:32:43.338368] Epoch: [32] [2400/2904] eta: 0:06:19 lr: 0.001970 loss: 0.2150 (0.2247) loss_rec_all: 0.2407 (0.2500) loss_rec_sfr: 0.3083 (0.3544) loss_cl: -0.2782 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [11:32:58.250877] Epoch: [32] [2420/2904] eta: 0:06:04 lr: 0.001970 loss: 0.2161 (0.2247) loss_rec_all: 0.2414 (0.2501) loss_rec_sfr: 0.3531 (0.3545) loss_cl: -0.2793 (-0.2786) time: 0.7456 data: 0.0002 max mem: 29860 [11:33:13.167822] Epoch: [32] [2440/2904] eta: 0:05:49 lr: 0.001970 loss: 0.2153 (0.2247) loss_rec_all: 0.2409 (0.2501) loss_rec_sfr: 0.3449 (0.3545) loss_cl: -0.2794 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [11:33:28.083831] Epoch: [32] [2460/2904] eta: 0:05:34 lr: 0.001971 loss: 0.2124 (0.2247) loss_rec_all: 0.2379 (0.2501) loss_rec_sfr: 0.3501 (0.3545) loss_cl: -0.2780 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [11:33:42.999585] Epoch: [32] [2480/2904] eta: 0:05:19 lr: 0.001971 loss: 0.2125 (0.2247) loss_rec_all: 0.2380 (0.2500) loss_rec_sfr: 0.3200 (0.3545) loss_cl: -0.2789 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [11:33:57.920057] Epoch: [32] [2500/2904] eta: 0:05:04 lr: 0.001972 loss: 0.2176 (0.2247) loss_rec_all: 0.2430 (0.2501) loss_rec_sfr: 0.3155 (0.3546) loss_cl: -0.2793 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [11:34:12.840821] Epoch: [32] [2520/2904] eta: 0:04:49 lr: 0.001972 loss: 0.2117 (0.2247) loss_rec_all: 0.2377 (0.2500) loss_rec_sfr: 0.3434 (0.3545) loss_cl: -0.2793 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [11:34:27.910919] Epoch: [32] [2540/2904] eta: 0:04:34 lr: 0.001972 loss: 0.2162 (0.2247) loss_rec_all: 0.2417 (0.2501) loss_rec_sfr: 0.3139 (0.3545) loss_cl: -0.2790 (-0.2786) time: 0.7535 data: 0.0002 max mem: 29860 [11:34:42.832471] Epoch: [32] [2560/2904] eta: 0:04:18 lr: 0.001973 loss: 0.2167 (0.2247) loss_rec_all: 0.2425 (0.2501) loss_rec_sfr: 0.3165 (0.3546) loss_cl: -0.2783 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [11:34:57.754074] Epoch: [32] [2580/2904] eta: 0:04:03 lr: 0.001973 loss: 0.2128 (0.2246) loss_rec_all: 0.2380 (0.2500) loss_rec_sfr: 0.3065 (0.3543) loss_cl: -0.2786 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [11:35:12.672260] Epoch: [32] [2600/2904] eta: 0:03:48 lr: 0.001974 loss: 0.2081 (0.2246) loss_rec_all: 0.2340 (0.2500) loss_rec_sfr: 0.3078 (0.3542) loss_cl: -0.2787 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [11:35:27.591657] Epoch: [32] [2620/2904] eta: 0:03:33 lr: 0.001974 loss: 0.2129 (0.2246) loss_rec_all: 0.2387 (0.2500) loss_rec_sfr: 0.3342 (0.3542) loss_cl: -0.2782 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [11:35:42.503081] Epoch: [32] [2640/2904] eta: 0:03:18 lr: 0.001975 loss: 0.2101 (0.2246) loss_rec_all: 0.2357 (0.2499) loss_rec_sfr: 0.3045 (0.3541) loss_cl: -0.2784 (-0.2786) time: 0.7455 data: 0.0002 max mem: 29860 [11:35:57.423750] Epoch: [32] [2660/2904] eta: 0:03:03 lr: 0.001975 loss: 0.2174 (0.2246) loss_rec_all: 0.2426 (0.2499) loss_rec_sfr: 0.3120 (0.3541) loss_cl: -0.2790 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [11:36:12.342530] Epoch: [32] [2680/2904] eta: 0:02:48 lr: 0.001975 loss: 0.2111 (0.2246) loss_rec_all: 0.2368 (0.2499) loss_rec_sfr: 0.3450 (0.3542) loss_cl: -0.2788 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [11:36:27.263825] Epoch: [32] [2700/2904] eta: 0:02:33 lr: 0.001976 loss: 0.2107 (0.2245) loss_rec_all: 0.2364 (0.2499) loss_rec_sfr: 0.3140 (0.3541) loss_cl: -0.2789 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [11:36:42.183013] Epoch: [32] [2720/2904] eta: 0:02:18 lr: 0.001976 loss: 0.2119 (0.2245) loss_rec_all: 0.2377 (0.2499) loss_rec_sfr: 0.3452 (0.3542) loss_cl: -0.2788 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [11:36:57.103181] Epoch: [32] [2740/2904] eta: 0:02:03 lr: 0.001977 loss: 0.2098 (0.2245) loss_rec_all: 0.2351 (0.2499) loss_rec_sfr: 0.3125 (0.3539) loss_cl: -0.2784 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [11:37:12.022272] Epoch: [32] [2760/2904] eta: 0:01:48 lr: 0.001977 loss: 0.2084 (0.2244) loss_rec_all: 0.2338 (0.2498) loss_rec_sfr: 0.3306 (0.3538) loss_cl: -0.2795 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [11:37:26.939959] Epoch: [32] [2780/2904] eta: 0:01:33 lr: 0.001977 loss: 0.2137 (0.2244) loss_rec_all: 0.2393 (0.2497) loss_rec_sfr: 0.3120 (0.3536) loss_cl: -0.2793 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [11:37:41.861576] Epoch: [32] [2800/2904] eta: 0:01:18 lr: 0.001978 loss: 0.2207 (0.2244) loss_rec_all: 0.2461 (0.2498) loss_rec_sfr: 0.3550 (0.3538) loss_cl: -0.2790 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [11:37:56.781738] Epoch: [32] [2820/2904] eta: 0:01:03 lr: 0.001978 loss: 0.2194 (0.2245) loss_rec_all: 0.2449 (0.2499) loss_rec_sfr: 0.3452 (0.3540) loss_cl: -0.2781 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [11:38:11.745355] Epoch: [32] [2840/2904] eta: 0:00:48 lr: 0.001979 loss: 0.2119 (0.2245) loss_rec_all: 0.2373 (0.2499) loss_rec_sfr: 0.3490 (0.3540) loss_cl: -0.2786 (-0.2786) time: 0.7481 data: 0.0023 max mem: 29860 [11:38:26.644779] Epoch: [32] [2860/2904] eta: 0:00:33 lr: 0.001979 loss: 0.2130 (0.2245) loss_rec_all: 0.2384 (0.2499) loss_rec_sfr: 0.3098 (0.3539) loss_cl: -0.2796 (-0.2786) time: 0.7449 data: 0.0001 max mem: 29860 [11:38:41.549011] Epoch: [32] [2880/2904] eta: 0:00:18 lr: 0.001980 loss: 0.2129 (0.2245) loss_rec_all: 0.2383 (0.2499) loss_rec_sfr: 0.3115 (0.3539) loss_cl: -0.2787 (-0.2786) time: 0.7452 data: 0.0001 max mem: 29860 [11:38:56.448183] Epoch: [32] [2900/2904] eta: 0:00:03 lr: 0.001980 loss: 0.2170 (0.2245) loss_rec_all: 0.2423 (0.2499) loss_rec_sfr: 0.3072 (0.3538) loss_cl: -0.2783 (-0.2786) time: 0.7449 data: 0.0001 max mem: 29860 [11:38:58.690173] Epoch: [32] [2903/2904] eta: 0:00:00 lr: 0.001980 loss: 0.2170 (0.2245) loss_rec_all: 0.2423 (0.2499) loss_rec_sfr: 0.3055 (0.3538) loss_cl: -0.2783 (-0.2786) time: 0.7448 data: 0.0001 max mem: 29860 [11:39:00.858753] Epoch: [32] Total time: 0:36:26 (0.7529 s / it) [11:39:00.862471] Averaged stats: lr: 0.001980 loss: 0.2170 (0.2268) loss_rec_all: 0.2423 (0.2498) loss_rec_sfr: 0.3055 (0.3533) loss_cl: -0.2783 (-0.2553) [11:39:00.867391] log_dir: ./checkpoint/VF2_ViT-B [11:39:19.472797] Epoch: [33] [ 0/2904] eta: 15:00:25 lr: 0.001980 loss: 0.2131 (0.2131) loss_rec_all: 0.2387 (0.2387) loss_rec_sfr: 0.3110 (0.3110) loss_cl: -0.2778 (-0.2778) time: 18.6039 data: 15.9811 max mem: 29860 [11:39:36.599288] Epoch: [33] [ 20/2904] eta: 1:21:46 lr: 0.001980 loss: 0.2106 (0.2196) loss_rec_all: 0.2364 (0.2451) loss_rec_sfr: 0.3082 (0.3320) loss_cl: -0.2781 (-0.2781) time: 0.8563 data: 0.0002 max mem: 29860 [11:39:51.478978] Epoch: [33] [ 40/2904] eta: 0:58:55 lr: 0.001981 loss: 0.2163 (0.2268) loss_rec_all: 0.2414 (0.2521) loss_rec_sfr: 0.3183 (0.3524) loss_cl: -0.2785 (-0.2783) time: 0.7439 data: 0.0002 max mem: 29860 [11:40:06.364616] Epoch: [33] [ 60/2904] eta: 0:50:53 lr: 0.001981 loss: 0.2137 (0.2249) loss_rec_all: 0.2395 (0.2503) loss_rec_sfr: 0.3195 (0.3500) loss_cl: -0.2788 (-0.2785) time: 0.7442 data: 0.0002 max mem: 29860 [11:40:21.259266] Epoch: [33] [ 80/2904] eta: 0:46:42 lr: 0.001982 loss: 0.2162 (0.2262) loss_rec_all: 0.2415 (0.2516) loss_rec_sfr: 0.3437 (0.3553) loss_cl: -0.2780 (-0.2784) time: 0.7447 data: 0.0002 max mem: 29860 [11:40:36.168367] Epoch: [33] [ 100/2904] eta: 0:44:05 lr: 0.001982 loss: 0.2151 (0.2250) loss_rec_all: 0.2410 (0.2504) loss_rec_sfr: 0.3032 (0.3497) loss_cl: -0.2793 (-0.2785) time: 0.7454 data: 0.0002 max mem: 29860 [11:40:51.093481] Epoch: [33] [ 120/2904] eta: 0:42:15 lr: 0.001982 loss: 0.2142 (0.2253) loss_rec_all: 0.2400 (0.2507) loss_rec_sfr: 0.3128 (0.3503) loss_cl: -0.2792 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [11:41:06.014096] Epoch: [33] [ 140/2904] eta: 0:40:53 lr: 0.001983 loss: 0.2158 (0.2260) loss_rec_all: 0.2412 (0.2514) loss_rec_sfr: 0.3314 (0.3529) loss_cl: -0.2791 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [11:41:20.939116] Epoch: [33] [ 160/2904] eta: 0:39:47 lr: 0.001983 loss: 0.2172 (0.2267) loss_rec_all: 0.2422 (0.2521) loss_rec_sfr: 0.3491 (0.3555) loss_cl: -0.2785 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [11:41:35.860890] Epoch: [33] [ 180/2904] eta: 0:38:52 lr: 0.001984 loss: 0.2118 (0.2261) loss_rec_all: 0.2376 (0.2515) loss_rec_sfr: 0.3146 (0.3539) loss_cl: -0.2785 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [11:41:50.787655] Epoch: [33] [ 200/2904] eta: 0:38:05 lr: 0.001984 loss: 0.2133 (0.2257) loss_rec_all: 0.2392 (0.2511) loss_rec_sfr: 0.3135 (0.3532) loss_cl: -0.2792 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [11:42:05.712895] Epoch: [33] [ 220/2904] eta: 0:37:24 lr: 0.001985 loss: 0.2105 (0.2253) loss_rec_all: 0.2360 (0.2507) loss_rec_sfr: 0.3164 (0.3524) loss_cl: -0.2781 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [11:42:20.664819] Epoch: [33] [ 240/2904] eta: 0:36:48 lr: 0.001985 loss: 0.2104 (0.2248) loss_rec_all: 0.2358 (0.2502) loss_rec_sfr: 0.3466 (0.3521) loss_cl: -0.2782 (-0.2786) time: 0.7476 data: 0.0002 max mem: 29860 [11:42:35.586480] Epoch: [33] [ 260/2904] eta: 0:36:15 lr: 0.001985 loss: 0.2174 (0.2245) loss_rec_all: 0.2427 (0.2499) loss_rec_sfr: 0.3149 (0.3512) loss_cl: -0.2790 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [11:42:50.518011] Epoch: [33] [ 280/2904] eta: 0:35:44 lr: 0.001986 loss: 0.2116 (0.2240) loss_rec_all: 0.2373 (0.2494) loss_rec_sfr: 0.3011 (0.3494) loss_cl: -0.2789 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [11:43:05.443435] Epoch: [33] [ 300/2904] eta: 0:35:15 lr: 0.001986 loss: 0.2125 (0.2240) loss_rec_all: 0.2385 (0.2494) loss_rec_sfr: 0.3059 (0.3493) loss_cl: -0.2786 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [11:43:20.362161] Epoch: [33] [ 320/2904] eta: 0:34:48 lr: 0.001987 loss: 0.2113 (0.2237) loss_rec_all: 0.2366 (0.2492) loss_rec_sfr: 0.3177 (0.3490) loss_cl: -0.2789 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [11:43:35.283009] Epoch: [33] [ 340/2904] eta: 0:34:23 lr: 0.001987 loss: 0.2100 (0.2237) loss_rec_all: 0.2359 (0.2491) loss_rec_sfr: 0.3194 (0.3487) loss_cl: -0.2784 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [11:43:50.206998] Epoch: [33] [ 360/2904] eta: 0:33:58 lr: 0.001987 loss: 0.2117 (0.2235) loss_rec_all: 0.2372 (0.2489) loss_rec_sfr: 0.3381 (0.3489) loss_cl: -0.2792 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [11:44:05.128132] Epoch: [33] [ 380/2904] eta: 0:33:35 lr: 0.001988 loss: 0.2117 (0.2236) loss_rec_all: 0.2378 (0.2490) loss_rec_sfr: 0.3102 (0.3490) loss_cl: -0.2778 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [11:44:20.048229] Epoch: [33] [ 400/2904] eta: 0:33:12 lr: 0.001988 loss: 0.2100 (0.2230) loss_rec_all: 0.2358 (0.2484) loss_rec_sfr: 0.3053 (0.3477) loss_cl: -0.2781 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [11:44:34.973594] Epoch: [33] [ 420/2904] eta: 0:32:51 lr: 0.001989 loss: 0.2150 (0.2230) loss_rec_all: 0.2401 (0.2484) loss_rec_sfr: 0.3213 (0.3475) loss_cl: -0.2793 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [11:44:49.896390] Epoch: [33] [ 440/2904] eta: 0:32:30 lr: 0.001989 loss: 0.2101 (0.2227) loss_rec_all: 0.2356 (0.2481) loss_rec_sfr: 0.3089 (0.3464) loss_cl: -0.2795 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [11:45:04.818080] Epoch: [33] [ 460/2904] eta: 0:32:09 lr: 0.001990 loss: 0.2106 (0.2226) loss_rec_all: 0.2361 (0.2480) loss_rec_sfr: 0.3458 (0.3468) loss_cl: -0.2786 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [11:45:19.733034] Epoch: [33] [ 480/2904] eta: 0:31:49 lr: 0.001990 loss: 0.2169 (0.2231) loss_rec_all: 0.2422 (0.2485) loss_rec_sfr: 0.3017 (0.3479) loss_cl: -0.2780 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [11:45:34.658372] Epoch: [33] [ 500/2904] eta: 0:31:29 lr: 0.001990 loss: 0.2108 (0.2233) loss_rec_all: 0.2368 (0.2487) loss_rec_sfr: 0.3196 (0.3483) loss_cl: -0.2792 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [11:45:49.576444] Epoch: [33] [ 520/2904] eta: 0:31:10 lr: 0.001991 loss: 0.2111 (0.2233) loss_rec_all: 0.2370 (0.2487) loss_rec_sfr: 0.3158 (0.3482) loss_cl: -0.2789 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [11:46:04.499484] Epoch: [33] [ 540/2904] eta: 0:30:51 lr: 0.001991 loss: 0.2143 (0.2231) loss_rec_all: 0.2401 (0.2485) loss_rec_sfr: 0.3119 (0.3474) loss_cl: -0.2784 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [11:46:19.422948] Epoch: [33] [ 560/2904] eta: 0:30:32 lr: 0.001992 loss: 0.2142 (0.2232) loss_rec_all: 0.2395 (0.2486) loss_rec_sfr: 0.3134 (0.3477) loss_cl: -0.2789 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [11:46:34.342692] Epoch: [33] [ 580/2904] eta: 0:30:13 lr: 0.001992 loss: 0.2107 (0.2230) loss_rec_all: 0.2366 (0.2485) loss_rec_sfr: 0.3026 (0.3472) loss_cl: -0.2792 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [11:46:49.263383] Epoch: [33] [ 600/2904] eta: 0:29:55 lr: 0.001992 loss: 0.2126 (0.2229) loss_rec_all: 0.2382 (0.2484) loss_rec_sfr: 0.3101 (0.3467) loss_cl: -0.2790 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [11:47:04.182454] Epoch: [33] [ 620/2904] eta: 0:29:37 lr: 0.001993 loss: 0.2130 (0.2229) loss_rec_all: 0.2389 (0.2483) loss_rec_sfr: 0.3128 (0.3467) loss_cl: -0.2785 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [11:47:19.101969] Epoch: [33] [ 640/2904] eta: 0:29:19 lr: 0.001993 loss: 0.2100 (0.2228) loss_rec_all: 0.2359 (0.2483) loss_rec_sfr: 0.3153 (0.3464) loss_cl: -0.2789 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [11:47:34.025190] Epoch: [33] [ 660/2904] eta: 0:29:01 lr: 0.001994 loss: 0.2131 (0.2227) loss_rec_all: 0.2386 (0.2482) loss_rec_sfr: 0.3159 (0.3462) loss_cl: -0.2792 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [11:47:48.953847] Epoch: [33] [ 680/2904] eta: 0:28:44 lr: 0.001994 loss: 0.2153 (0.2228) loss_rec_all: 0.2411 (0.2482) loss_rec_sfr: 0.3167 (0.3463) loss_cl: -0.2794 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [11:48:03.882978] Epoch: [33] [ 700/2904] eta: 0:28:27 lr: 0.001994 loss: 0.2116 (0.2226) loss_rec_all: 0.2374 (0.2481) loss_rec_sfr: 0.3171 (0.3459) loss_cl: -0.2786 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [11:48:18.807794] Epoch: [33] [ 720/2904] eta: 0:28:09 lr: 0.001995 loss: 0.2117 (0.2228) loss_rec_all: 0.2369 (0.2483) loss_rec_sfr: 0.3372 (0.3465) loss_cl: -0.2780 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [11:48:33.728464] Epoch: [33] [ 740/2904] eta: 0:27:52 lr: 0.001995 loss: 0.2146 (0.2228) loss_rec_all: 0.2399 (0.2483) loss_rec_sfr: 0.3069 (0.3464) loss_cl: -0.2792 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [11:48:48.646981] Epoch: [33] [ 760/2904] eta: 0:27:35 lr: 0.001996 loss: 0.2126 (0.2230) loss_rec_all: 0.2384 (0.2484) loss_rec_sfr: 0.3127 (0.3467) loss_cl: -0.2792 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [11:49:03.564646] Epoch: [33] [ 780/2904] eta: 0:27:18 lr: 0.001996 loss: 0.2136 (0.2231) loss_rec_all: 0.2392 (0.2485) loss_rec_sfr: 0.3220 (0.3469) loss_cl: -0.2786 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [11:49:18.486377] Epoch: [33] [ 800/2904] eta: 0:27:02 lr: 0.001997 loss: 0.2149 (0.2230) loss_rec_all: 0.2402 (0.2484) loss_rec_sfr: 0.3144 (0.3466) loss_cl: -0.2786 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [11:49:33.410109] Epoch: [33] [ 820/2904] eta: 0:26:45 lr: 0.001997 loss: 0.2091 (0.2228) loss_rec_all: 0.2346 (0.2483) loss_rec_sfr: 0.3123 (0.3464) loss_cl: -0.2784 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [11:49:48.336971] Epoch: [33] [ 840/2904] eta: 0:26:28 lr: 0.001997 loss: 0.2124 (0.2229) loss_rec_all: 0.2378 (0.2483) loss_rec_sfr: 0.3198 (0.3466) loss_cl: -0.2785 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [11:50:03.261845] Epoch: [33] [ 860/2904] eta: 0:26:12 lr: 0.001998 loss: 0.2096 (0.2227) loss_rec_all: 0.2351 (0.2482) loss_rec_sfr: 0.3127 (0.3464) loss_cl: -0.2794 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [11:50:18.181210] Epoch: [33] [ 880/2904] eta: 0:25:55 lr: 0.001998 loss: 0.2150 (0.2227) loss_rec_all: 0.2403 (0.2481) loss_rec_sfr: 0.3227 (0.3462) loss_cl: -0.2793 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [11:50:33.099163] Epoch: [33] [ 900/2904] eta: 0:25:39 lr: 0.001999 loss: 0.2130 (0.2227) loss_rec_all: 0.2388 (0.2481) loss_rec_sfr: 0.3076 (0.3463) loss_cl: -0.2784 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [11:50:48.020649] Epoch: [33] [ 920/2904] eta: 0:25:23 lr: 0.001999 loss: 0.2141 (0.2226) loss_rec_all: 0.2399 (0.2480) loss_rec_sfr: 0.3088 (0.3461) loss_cl: -0.2781 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [11:51:02.943906] Epoch: [33] [ 940/2904] eta: 0:25:06 lr: 0.001999 loss: 0.2113 (0.2226) loss_rec_all: 0.2365 (0.2480) loss_rec_sfr: 0.3506 (0.3465) loss_cl: -0.2786 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [11:51:17.869441] Epoch: [33] [ 960/2904] eta: 0:24:50 lr: 0.002000 loss: 0.2146 (0.2224) loss_rec_all: 0.2404 (0.2479) loss_rec_sfr: 0.3193 (0.3461) loss_cl: -0.2800 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [11:51:32.805180] Epoch: [33] [ 980/2904] eta: 0:24:34 lr: 0.002000 loss: 0.2150 (0.2225) loss_rec_all: 0.2407 (0.2479) loss_rec_sfr: 0.3165 (0.3460) loss_cl: -0.2789 (-0.2787) time: 0.7467 data: 0.0002 max mem: 29860 [11:51:47.739071] Epoch: [33] [1000/2904] eta: 0:24:18 lr: 0.002001 loss: 0.2126 (0.2226) loss_rec_all: 0.2380 (0.2480) loss_rec_sfr: 0.3072 (0.3462) loss_cl: -0.2783 (-0.2787) time: 0.7467 data: 0.0002 max mem: 29860 [11:52:02.655709] Epoch: [33] [1020/2904] eta: 0:24:02 lr: 0.002001 loss: 0.2131 (0.2228) loss_rec_all: 0.2388 (0.2482) loss_rec_sfr: 0.3214 (0.3468) loss_cl: -0.2784 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [11:52:17.577622] Epoch: [33] [1040/2904] eta: 0:23:46 lr: 0.002001 loss: 0.2142 (0.2228) loss_rec_all: 0.2397 (0.2483) loss_rec_sfr: 0.3491 (0.3472) loss_cl: -0.2781 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [11:52:32.495765] Epoch: [33] [1060/2904] eta: 0:23:30 lr: 0.002002 loss: 0.2143 (0.2227) loss_rec_all: 0.2402 (0.2482) loss_rec_sfr: 0.3099 (0.3469) loss_cl: -0.2781 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [11:52:47.416076] Epoch: [33] [1080/2904] eta: 0:23:14 lr: 0.002002 loss: 0.2139 (0.2226) loss_rec_all: 0.2394 (0.2481) loss_rec_sfr: 0.3118 (0.3467) loss_cl: -0.2785 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [11:53:02.341511] Epoch: [33] [1100/2904] eta: 0:22:58 lr: 0.002003 loss: 0.2129 (0.2226) loss_rec_all: 0.2383 (0.2481) loss_rec_sfr: 0.3145 (0.3468) loss_cl: -0.2787 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [11:53:17.273616] Epoch: [33] [1120/2904] eta: 0:22:42 lr: 0.002003 loss: 0.2127 (0.2226) loss_rec_all: 0.2386 (0.2480) loss_rec_sfr: 0.3163 (0.3465) loss_cl: -0.2790 (-0.2786) time: 0.7466 data: 0.0002 max mem: 29860 [11:53:32.195082] Epoch: [33] [1140/2904] eta: 0:22:27 lr: 0.002004 loss: 0.2137 (0.2226) loss_rec_all: 0.2396 (0.2481) loss_rec_sfr: 0.3558 (0.3469) loss_cl: -0.2795 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [11:53:47.127203] Epoch: [33] [1160/2904] eta: 0:22:11 lr: 0.002004 loss: 0.2124 (0.2225) loss_rec_all: 0.2383 (0.2480) loss_rec_sfr: 0.3157 (0.3466) loss_cl: -0.2794 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [11:54:02.043337] Epoch: [33] [1180/2904] eta: 0:21:55 lr: 0.002004 loss: 0.2109 (0.2225) loss_rec_all: 0.2362 (0.2480) loss_rec_sfr: 0.3338 (0.3466) loss_cl: -0.2783 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [11:54:16.966808] Epoch: [33] [1200/2904] eta: 0:21:39 lr: 0.002005 loss: 0.2160 (0.2225) loss_rec_all: 0.2413 (0.2479) loss_rec_sfr: 0.3097 (0.3465) loss_cl: -0.2783 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [11:54:31.888378] Epoch: [33] [1220/2904] eta: 0:21:23 lr: 0.002005 loss: 0.2218 (0.2228) loss_rec_all: 0.2469 (0.2482) loss_rec_sfr: 0.3598 (0.3474) loss_cl: -0.2789 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [11:54:46.805456] Epoch: [33] [1240/2904] eta: 0:21:08 lr: 0.002006 loss: 0.2151 (0.2227) loss_rec_all: 0.2405 (0.2481) loss_rec_sfr: 0.3112 (0.3470) loss_cl: -0.2789 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [11:55:01.729567] Epoch: [33] [1260/2904] eta: 0:20:52 lr: 0.002006 loss: 0.2214 (0.2230) loss_rec_all: 0.2466 (0.2484) loss_rec_sfr: 0.3576 (0.3479) loss_cl: -0.2795 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [11:55:16.658590] Epoch: [33] [1280/2904] eta: 0:20:37 lr: 0.002006 loss: 0.2128 (0.2229) loss_rec_all: 0.2387 (0.2483) loss_rec_sfr: 0.3067 (0.3477) loss_cl: -0.2784 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [11:55:31.585381] Epoch: [33] [1300/2904] eta: 0:20:21 lr: 0.002007 loss: 0.2117 (0.2230) loss_rec_all: 0.2375 (0.2484) loss_rec_sfr: 0.3659 (0.3481) loss_cl: -0.2783 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [11:55:46.524661] Epoch: [33] [1320/2904] eta: 0:20:05 lr: 0.002007 loss: 0.2106 (0.2230) loss_rec_all: 0.2365 (0.2484) loss_rec_sfr: 0.2998 (0.3479) loss_cl: -0.2786 (-0.2787) time: 0.7469 data: 0.0002 max mem: 29860 [11:56:01.458041] Epoch: [33] [1340/2904] eta: 0:19:50 lr: 0.002008 loss: 0.2128 (0.2230) loss_rec_all: 0.2386 (0.2485) loss_rec_sfr: 0.3436 (0.3482) loss_cl: -0.2791 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [11:56:16.392248] Epoch: [33] [1360/2904] eta: 0:19:34 lr: 0.002008 loss: 0.2102 (0.2230) loss_rec_all: 0.2359 (0.2484) loss_rec_sfr: 0.3350 (0.3482) loss_cl: -0.2792 (-0.2787) time: 0.7467 data: 0.0002 max mem: 29860 [11:56:31.329027] Epoch: [33] [1380/2904] eta: 0:19:19 lr: 0.002009 loss: 0.2113 (0.2230) loss_rec_all: 0.2366 (0.2485) loss_rec_sfr: 0.3119 (0.3484) loss_cl: -0.2790 (-0.2787) time: 0.7468 data: 0.0002 max mem: 29860 [11:56:46.256811] Epoch: [33] [1400/2904] eta: 0:19:03 lr: 0.002009 loss: 0.2140 (0.2231) loss_rec_all: 0.2392 (0.2486) loss_rec_sfr: 0.3477 (0.3487) loss_cl: -0.2786 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [11:57:01.185008] Epoch: [33] [1420/2904] eta: 0:18:48 lr: 0.002009 loss: 0.2138 (0.2231) loss_rec_all: 0.2392 (0.2486) loss_rec_sfr: 0.3467 (0.3488) loss_cl: -0.2787 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [11:57:16.111903] Epoch: [33] [1440/2904] eta: 0:18:32 lr: 0.002010 loss: 0.2140 (0.2232) loss_rec_all: 0.2391 (0.2486) loss_rec_sfr: 0.3116 (0.3488) loss_cl: -0.2781 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [11:57:31.042001] Epoch: [33] [1460/2904] eta: 0:18:17 lr: 0.002010 loss: 0.2184 (0.2232) loss_rec_all: 0.2442 (0.2486) loss_rec_sfr: 0.3083 (0.3487) loss_cl: -0.2783 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [11:57:45.969167] Epoch: [33] [1480/2904] eta: 0:18:01 lr: 0.002011 loss: 0.2181 (0.2232) loss_rec_all: 0.2434 (0.2487) loss_rec_sfr: 0.3169 (0.3487) loss_cl: -0.2785 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [11:58:00.893648] Epoch: [33] [1500/2904] eta: 0:17:46 lr: 0.002011 loss: 0.2151 (0.2232) loss_rec_all: 0.2406 (0.2487) loss_rec_sfr: 0.3287 (0.3487) loss_cl: -0.2791 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [11:58:15.812578] Epoch: [33] [1520/2904] eta: 0:17:30 lr: 0.002011 loss: 0.2153 (0.2231) loss_rec_all: 0.2406 (0.2486) loss_rec_sfr: 0.3215 (0.3485) loss_cl: -0.2791 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [11:58:30.733811] Epoch: [33] [1540/2904] eta: 0:17:15 lr: 0.002012 loss: 0.2100 (0.2232) loss_rec_all: 0.2355 (0.2486) loss_rec_sfr: 0.3481 (0.3489) loss_cl: -0.2783 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [11:58:45.653770] Epoch: [33] [1560/2904] eta: 0:17:00 lr: 0.002012 loss: 0.2146 (0.2232) loss_rec_all: 0.2403 (0.2486) loss_rec_sfr: 0.3542 (0.3492) loss_cl: -0.2781 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [11:59:00.572586] Epoch: [33] [1580/2904] eta: 0:16:44 lr: 0.002013 loss: 0.2142 (0.2233) loss_rec_all: 0.2399 (0.2487) loss_rec_sfr: 0.3141 (0.3494) loss_cl: -0.2789 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [11:59:15.486670] Epoch: [33] [1600/2904] eta: 0:16:29 lr: 0.002013 loss: 0.2093 (0.2233) loss_rec_all: 0.2352 (0.2487) loss_rec_sfr: 0.3186 (0.3493) loss_cl: -0.2777 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [11:59:30.403456] Epoch: [33] [1620/2904] eta: 0:16:13 lr: 0.002013 loss: 0.2094 (0.2233) loss_rec_all: 0.2348 (0.2487) loss_rec_sfr: 0.3411 (0.3495) loss_cl: -0.2785 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [11:59:45.324155] Epoch: [33] [1640/2904] eta: 0:15:58 lr: 0.002014 loss: 0.2134 (0.2233) loss_rec_all: 0.2389 (0.2487) loss_rec_sfr: 0.3128 (0.3496) loss_cl: -0.2784 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [12:00:00.246369] Epoch: [33] [1660/2904] eta: 0:15:43 lr: 0.002014 loss: 0.2115 (0.2232) loss_rec_all: 0.2372 (0.2487) loss_rec_sfr: 0.3123 (0.3495) loss_cl: -0.2792 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [12:00:15.167043] Epoch: [33] [1680/2904] eta: 0:15:27 lr: 0.002015 loss: 0.2112 (0.2232) loss_rec_all: 0.2369 (0.2486) loss_rec_sfr: 0.3426 (0.3494) loss_cl: -0.2785 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [12:00:30.081415] Epoch: [33] [1700/2904] eta: 0:15:12 lr: 0.002015 loss: 0.2121 (0.2232) loss_rec_all: 0.2377 (0.2486) loss_rec_sfr: 0.3021 (0.3492) loss_cl: -0.2783 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [12:00:44.999225] Epoch: [33] [1720/2904] eta: 0:14:57 lr: 0.002016 loss: 0.2159 (0.2232) loss_rec_all: 0.2415 (0.2486) loss_rec_sfr: 0.3106 (0.3493) loss_cl: -0.2779 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [12:00:59.918971] Epoch: [33] [1740/2904] eta: 0:14:41 lr: 0.002016 loss: 0.2171 (0.2233) loss_rec_all: 0.2429 (0.2487) loss_rec_sfr: 0.3273 (0.3495) loss_cl: -0.2784 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [12:01:14.838363] Epoch: [33] [1760/2904] eta: 0:14:26 lr: 0.002016 loss: 0.2151 (0.2233) loss_rec_all: 0.2408 (0.2488) loss_rec_sfr: 0.3406 (0.3496) loss_cl: -0.2785 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [12:01:29.758797] Epoch: [33] [1780/2904] eta: 0:14:11 lr: 0.002017 loss: 0.2134 (0.2234) loss_rec_all: 0.2389 (0.2488) loss_rec_sfr: 0.3541 (0.3498) loss_cl: -0.2798 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [12:01:44.682305] Epoch: [33] [1800/2904] eta: 0:13:55 lr: 0.002017 loss: 0.2154 (0.2234) loss_rec_all: 0.2411 (0.2488) loss_rec_sfr: 0.3489 (0.3499) loss_cl: -0.2790 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [12:01:59.602879] Epoch: [33] [1820/2904] eta: 0:13:40 lr: 0.002018 loss: 0.2199 (0.2235) loss_rec_all: 0.2456 (0.2489) loss_rec_sfr: 0.3065 (0.3501) loss_cl: -0.2785 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [12:02:14.522010] Epoch: [33] [1840/2904] eta: 0:13:25 lr: 0.002018 loss: 0.2119 (0.2234) loss_rec_all: 0.2375 (0.2488) loss_rec_sfr: 0.2983 (0.3498) loss_cl: -0.2785 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [12:02:29.443959] Epoch: [33] [1860/2904] eta: 0:13:10 lr: 0.002018 loss: 0.2119 (0.2234) loss_rec_all: 0.2375 (0.2488) loss_rec_sfr: 0.3453 (0.3498) loss_cl: -0.2788 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [12:02:44.363908] Epoch: [33] [1880/2904] eta: 0:12:54 lr: 0.002019 loss: 0.2110 (0.2234) loss_rec_all: 0.2364 (0.2488) loss_rec_sfr: 0.3190 (0.3499) loss_cl: -0.2787 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [12:02:59.286491] Epoch: [33] [1900/2904] eta: 0:12:39 lr: 0.002019 loss: 0.2152 (0.2234) loss_rec_all: 0.2409 (0.2488) loss_rec_sfr: 0.3207 (0.3499) loss_cl: -0.2793 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [12:03:14.204793] Epoch: [33] [1920/2904] eta: 0:12:24 lr: 0.002020 loss: 0.2123 (0.2234) loss_rec_all: 0.2379 (0.2488) loss_rec_sfr: 0.3346 (0.3499) loss_cl: -0.2783 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [12:03:29.126461] Epoch: [33] [1940/2904] eta: 0:12:09 lr: 0.002020 loss: 0.2156 (0.2234) loss_rec_all: 0.2410 (0.2488) loss_rec_sfr: 0.3201 (0.3498) loss_cl: -0.2783 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [12:03:44.051349] Epoch: [33] [1960/2904] eta: 0:11:53 lr: 0.002020 loss: 0.2103 (0.2233) loss_rec_all: 0.2356 (0.2487) loss_rec_sfr: 0.3152 (0.3497) loss_cl: -0.2788 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [12:03:58.972631] Epoch: [33] [1980/2904] eta: 0:11:38 lr: 0.002021 loss: 0.2115 (0.2232) loss_rec_all: 0.2372 (0.2487) loss_rec_sfr: 0.3399 (0.3496) loss_cl: -0.2794 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [12:04:13.905340] Epoch: [33] [2000/2904] eta: 0:11:23 lr: 0.002021 loss: 0.2149 (0.2233) loss_rec_all: 0.2408 (0.2487) loss_rec_sfr: 0.3112 (0.3496) loss_cl: -0.2793 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [12:04:28.827514] Epoch: [33] [2020/2904] eta: 0:11:08 lr: 0.002022 loss: 0.2132 (0.2233) loss_rec_all: 0.2384 (0.2487) loss_rec_sfr: 0.3202 (0.3497) loss_cl: -0.2777 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [12:04:43.744607] Epoch: [33] [2040/2904] eta: 0:10:53 lr: 0.002022 loss: 0.2156 (0.2234) loss_rec_all: 0.2413 (0.2488) loss_rec_sfr: 0.3175 (0.3499) loss_cl: -0.2777 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [12:04:58.660882] Epoch: [33] [2060/2904] eta: 0:10:37 lr: 0.002023 loss: 0.2138 (0.2235) loss_rec_all: 0.2395 (0.2489) loss_rec_sfr: 0.3534 (0.3501) loss_cl: -0.2785 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [12:05:13.579400] Epoch: [33] [2080/2904] eta: 0:10:22 lr: 0.002023 loss: 0.2170 (0.2235) loss_rec_all: 0.2425 (0.2489) loss_rec_sfr: 0.3466 (0.3503) loss_cl: -0.2791 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [12:05:28.488226] Epoch: [33] [2100/2904] eta: 0:10:07 lr: 0.002023 loss: 0.2093 (0.2236) loss_rec_all: 0.2352 (0.2490) loss_rec_sfr: 0.3263 (0.3505) loss_cl: -0.2791 (-0.2786) time: 0.7454 data: 0.0002 max mem: 29860 [12:05:43.409647] Epoch: [33] [2120/2904] eta: 0:09:52 lr: 0.002024 loss: 0.2124 (0.2236) loss_rec_all: 0.2381 (0.2490) loss_rec_sfr: 0.3369 (0.3505) loss_cl: -0.2778 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [12:05:58.317872] Epoch: [33] [2140/2904] eta: 0:09:37 lr: 0.002024 loss: 0.2145 (0.2237) loss_rec_all: 0.2402 (0.2491) loss_rec_sfr: 0.3245 (0.3507) loss_cl: -0.2781 (-0.2786) time: 0.7454 data: 0.0002 max mem: 29860 [12:06:13.233210] Epoch: [33] [2160/2904] eta: 0:09:21 lr: 0.002025 loss: 0.2089 (0.2237) loss_rec_all: 0.2346 (0.2491) loss_rec_sfr: 0.3370 (0.3508) loss_cl: -0.2789 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [12:06:28.150963] Epoch: [33] [2180/2904] eta: 0:09:06 lr: 0.002025 loss: 0.2148 (0.2237) loss_rec_all: 0.2399 (0.2491) loss_rec_sfr: 0.3137 (0.3508) loss_cl: -0.2781 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [12:06:43.066549] Epoch: [33] [2200/2904] eta: 0:08:51 lr: 0.002025 loss: 0.2143 (0.2237) loss_rec_all: 0.2397 (0.2491) loss_rec_sfr: 0.3683 (0.3511) loss_cl: -0.2794 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [12:06:57.980352] Epoch: [33] [2220/2904] eta: 0:08:36 lr: 0.002026 loss: 0.2103 (0.2237) loss_rec_all: 0.2355 (0.2491) loss_rec_sfr: 0.3061 (0.3510) loss_cl: -0.2775 (-0.2786) time: 0.7456 data: 0.0002 max mem: 29860 [12:07:12.896259] Epoch: [33] [2240/2904] eta: 0:08:21 lr: 0.002026 loss: 0.2133 (0.2238) loss_rec_all: 0.2388 (0.2492) loss_rec_sfr: 0.3528 (0.3513) loss_cl: -0.2791 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [12:07:27.816845] Epoch: [33] [2260/2904] eta: 0:08:06 lr: 0.002027 loss: 0.2151 (0.2238) loss_rec_all: 0.2409 (0.2492) loss_rec_sfr: 0.3429 (0.3514) loss_cl: -0.2793 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [12:07:42.752334] Epoch: [33] [2280/2904] eta: 0:07:51 lr: 0.002027 loss: 0.2142 (0.2238) loss_rec_all: 0.2399 (0.2492) loss_rec_sfr: 0.3389 (0.3515) loss_cl: -0.2795 (-0.2786) time: 0.7467 data: 0.0002 max mem: 29860 [12:07:57.686168] Epoch: [33] [2300/2904] eta: 0:07:35 lr: 0.002028 loss: 0.2128 (0.2238) loss_rec_all: 0.2385 (0.2492) loss_rec_sfr: 0.3046 (0.3511) loss_cl: -0.2787 (-0.2786) time: 0.7467 data: 0.0002 max mem: 29860 [12:08:12.620083] Epoch: [33] [2320/2904] eta: 0:07:20 lr: 0.002028 loss: 0.2158 (0.2238) loss_rec_all: 0.2413 (0.2492) loss_rec_sfr: 0.3510 (0.3512) loss_cl: -0.2783 (-0.2786) time: 0.7467 data: 0.0002 max mem: 29860 [12:08:27.558180] Epoch: [33] [2340/2904] eta: 0:07:05 lr: 0.002028 loss: 0.2206 (0.2239) loss_rec_all: 0.2462 (0.2493) loss_rec_sfr: 0.3417 (0.3514) loss_cl: -0.2782 (-0.2786) time: 0.7469 data: 0.0002 max mem: 29860 [12:08:42.504197] Epoch: [33] [2360/2904] eta: 0:06:50 lr: 0.002029 loss: 0.2169 (0.2239) loss_rec_all: 0.2424 (0.2493) loss_rec_sfr: 0.3450 (0.3516) loss_cl: -0.2791 (-0.2786) time: 0.7473 data: 0.0002 max mem: 29860 [12:08:57.434507] Epoch: [33] [2380/2904] eta: 0:06:35 lr: 0.002029 loss: 0.2138 (0.2239) loss_rec_all: 0.2398 (0.2493) loss_rec_sfr: 0.3088 (0.3514) loss_cl: -0.2792 (-0.2786) time: 0.7465 data: 0.0002 max mem: 29860 [12:09:12.357951] Epoch: [33] [2400/2904] eta: 0:06:20 lr: 0.002030 loss: 0.2084 (0.2238) loss_rec_all: 0.2342 (0.2492) loss_rec_sfr: 0.3350 (0.3512) loss_cl: -0.2788 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [12:09:27.283902] Epoch: [33] [2420/2904] eta: 0:06:05 lr: 0.002030 loss: 0.2092 (0.2236) loss_rec_all: 0.2346 (0.2490) loss_rec_sfr: 0.3300 (0.3510) loss_cl: -0.2789 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [12:09:42.202836] Epoch: [33] [2440/2904] eta: 0:05:49 lr: 0.002030 loss: 0.2132 (0.2237) loss_rec_all: 0.2386 (0.2491) loss_rec_sfr: 0.3226 (0.3511) loss_cl: -0.2779 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [12:09:57.116466] Epoch: [33] [2460/2904] eta: 0:05:34 lr: 0.002031 loss: 0.2124 (0.2237) loss_rec_all: 0.2384 (0.2491) loss_rec_sfr: 0.3182 (0.3511) loss_cl: -0.2801 (-0.2786) time: 0.7456 data: 0.0002 max mem: 29860 [12:10:12.038131] Epoch: [33] [2480/2904] eta: 0:05:19 lr: 0.002031 loss: 0.2158 (0.2237) loss_rec_all: 0.2414 (0.2491) loss_rec_sfr: 0.3373 (0.3512) loss_cl: -0.2790 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [12:10:26.962025] Epoch: [33] [2500/2904] eta: 0:05:04 lr: 0.002032 loss: 0.2177 (0.2238) loss_rec_all: 0.2433 (0.2492) loss_rec_sfr: 0.3638 (0.3514) loss_cl: -0.2789 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [12:10:41.884635] Epoch: [33] [2520/2904] eta: 0:04:49 lr: 0.002032 loss: 0.2153 (0.2237) loss_rec_all: 0.2412 (0.2491) loss_rec_sfr: 0.3204 (0.3512) loss_cl: -0.2787 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [12:10:56.807229] Epoch: [33] [2540/2904] eta: 0:04:34 lr: 0.002032 loss: 0.2092 (0.2237) loss_rec_all: 0.2347 (0.2491) loss_rec_sfr: 0.2985 (0.3511) loss_cl: -0.2786 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [12:11:11.729383] Epoch: [33] [2560/2904] eta: 0:04:19 lr: 0.002033 loss: 0.2118 (0.2236) loss_rec_all: 0.2371 (0.2490) loss_rec_sfr: 0.3169 (0.3510) loss_cl: -0.2780 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [12:11:26.654260] Epoch: [33] [2580/2904] eta: 0:04:04 lr: 0.002033 loss: 0.2132 (0.2236) loss_rec_all: 0.2389 (0.2490) loss_rec_sfr: 0.3142 (0.3509) loss_cl: -0.2782 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [12:11:41.579800] Epoch: [33] [2600/2904] eta: 0:03:49 lr: 0.002034 loss: 0.2212 (0.2237) loss_rec_all: 0.2464 (0.2491) loss_rec_sfr: 0.3338 (0.3511) loss_cl: -0.2789 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [12:11:56.499400] Epoch: [33] [2620/2904] eta: 0:03:34 lr: 0.002034 loss: 0.2094 (0.2236) loss_rec_all: 0.2352 (0.2491) loss_rec_sfr: 0.3060 (0.3510) loss_cl: -0.2788 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [12:12:11.429709] Epoch: [33] [2640/2904] eta: 0:03:18 lr: 0.002035 loss: 0.2115 (0.2236) loss_rec_all: 0.2371 (0.2490) loss_rec_sfr: 0.3111 (0.3509) loss_cl: -0.2796 (-0.2786) time: 0.7465 data: 0.0002 max mem: 29860 [12:12:26.353910] Epoch: [33] [2660/2904] eta: 0:03:03 lr: 0.002035 loss: 0.2162 (0.2237) loss_rec_all: 0.2416 (0.2491) loss_rec_sfr: 0.3567 (0.3510) loss_cl: -0.2790 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [12:12:41.275265] Epoch: [33] [2680/2904] eta: 0:02:48 lr: 0.002035 loss: 0.2125 (0.2236) loss_rec_all: 0.2383 (0.2490) loss_rec_sfr: 0.3106 (0.3509) loss_cl: -0.2790 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [12:12:56.199396] Epoch: [33] [2700/2904] eta: 0:02:33 lr: 0.002036 loss: 0.2158 (0.2236) loss_rec_all: 0.2413 (0.2491) loss_rec_sfr: 0.3459 (0.3510) loss_cl: -0.2789 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [12:13:11.121767] Epoch: [33] [2720/2904] eta: 0:02:18 lr: 0.002036 loss: 0.2129 (0.2237) loss_rec_all: 0.2384 (0.2491) loss_rec_sfr: 0.3550 (0.3512) loss_cl: -0.2787 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [12:13:26.043099] Epoch: [33] [2740/2904] eta: 0:02:03 lr: 0.002037 loss: 0.2114 (0.2236) loss_rec_all: 0.2368 (0.2490) loss_rec_sfr: 0.3149 (0.3511) loss_cl: -0.2780 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [12:13:40.963280] Epoch: [33] [2760/2904] eta: 0:01:48 lr: 0.002037 loss: 0.2117 (0.2237) loss_rec_all: 0.2370 (0.2491) loss_rec_sfr: 0.3476 (0.3511) loss_cl: -0.2784 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [12:13:55.886514] Epoch: [33] [2780/2904] eta: 0:01:33 lr: 0.002037 loss: 0.2127 (0.2237) loss_rec_all: 0.2380 (0.2491) loss_rec_sfr: 0.3048 (0.3511) loss_cl: -0.2787 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [12:14:10.802306] Epoch: [33] [2800/2904] eta: 0:01:18 lr: 0.002038 loss: 0.2124 (0.2236) loss_rec_all: 0.2381 (0.2490) loss_rec_sfr: 0.3399 (0.3512) loss_cl: -0.2791 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [12:14:25.713495] Epoch: [33] [2820/2904] eta: 0:01:03 lr: 0.002038 loss: 0.2174 (0.2237) loss_rec_all: 0.2432 (0.2491) loss_rec_sfr: 0.3432 (0.3512) loss_cl: -0.2795 (-0.2786) time: 0.7455 data: 0.0002 max mem: 29860 [12:14:40.658873] Epoch: [33] [2840/2904] eta: 0:00:48 lr: 0.002039 loss: 0.2214 (0.2237) loss_rec_all: 0.2465 (0.2492) loss_rec_sfr: 0.3609 (0.3515) loss_cl: -0.2790 (-0.2786) time: 0.7472 data: 0.0023 max mem: 29860 [12:14:55.557310] Epoch: [33] [2860/2904] eta: 0:00:33 lr: 0.002039 loss: 0.2179 (0.2238) loss_rec_all: 0.2432 (0.2492) loss_rec_sfr: 0.3671 (0.3518) loss_cl: -0.2785 (-0.2786) time: 0.7449 data: 0.0001 max mem: 29860 [12:15:10.459303] Epoch: [33] [2880/2904] eta: 0:00:18 lr: 0.002040 loss: 0.2138 (0.2239) loss_rec_all: 0.2396 (0.2493) loss_rec_sfr: 0.3494 (0.3519) loss_cl: -0.2792 (-0.2786) time: 0.7451 data: 0.0001 max mem: 29860 [12:15:25.357412] Epoch: [33] [2900/2904] eta: 0:00:03 lr: 0.002040 loss: 0.2125 (0.2238) loss_rec_all: 0.2378 (0.2492) loss_rec_sfr: 0.3195 (0.3519) loss_cl: -0.2789 (-0.2786) time: 0.7449 data: 0.0001 max mem: 29860 [12:15:27.599555] Epoch: [33] [2903/2904] eta: 0:00:00 lr: 0.002040 loss: 0.2125 (0.2239) loss_rec_all: 0.2378 (0.2493) loss_rec_sfr: 0.3195 (0.3519) loss_cl: -0.2790 (-0.2786) time: 0.7448 data: 0.0001 max mem: 29860 [12:15:29.673936] Epoch: [33] Total time: 0:36:28 (0.7537 s / it) [12:15:29.674842] Averaged stats: lr: 0.002040 loss: 0.2125 (0.2260) loss_rec_all: 0.2378 (0.2491) loss_rec_sfr: 0.3195 (0.3516) loss_cl: -0.2790 (-0.2553) [12:15:29.682210] log_dir: ./checkpoint/VF2_ViT-B [12:15:48.172326] Epoch: [34] [ 0/2904] eta: 14:54:53 lr: 0.002040 loss: 0.2136 (0.2136) loss_rec_all: 0.2395 (0.2395) loss_rec_sfr: 0.2943 (0.2943) loss_cl: -0.2794 (-0.2794) time: 18.4894 data: 17.0482 max mem: 29860 [12:16:03.081808] Epoch: [34] [ 20/2904] eta: 1:16:26 lr: 0.002040 loss: 0.2108 (0.2163) loss_rec_all: 0.2363 (0.2417) loss_rec_sfr: 0.3322 (0.3348) loss_cl: -0.2776 (-0.2777) time: 0.7454 data: 0.0002 max mem: 29860 [12:16:17.961377] Epoch: [34] [ 40/2904] eta: 0:56:12 lr: 0.002041 loss: 0.2103 (0.2169) loss_rec_all: 0.2360 (0.2423) loss_rec_sfr: 0.3106 (0.3368) loss_cl: -0.2789 (-0.2783) time: 0.7439 data: 0.0002 max mem: 29860 [12:16:32.848777] Epoch: [34] [ 60/2904] eta: 0:49:04 lr: 0.002041 loss: 0.2108 (0.2212) loss_rec_all: 0.2362 (0.2466) loss_rec_sfr: 0.3364 (0.3474) loss_cl: -0.2784 (-0.2782) time: 0.7443 data: 0.0002 max mem: 29860 [12:16:47.743177] Epoch: [34] [ 80/2904] eta: 0:45:21 lr: 0.002042 loss: 0.2096 (0.2190) loss_rec_all: 0.2352 (0.2444) loss_rec_sfr: 0.3094 (0.3408) loss_cl: -0.2780 (-0.2782) time: 0.7447 data: 0.0002 max mem: 29860 [12:17:02.646347] Epoch: [34] [ 100/2904] eta: 0:43:00 lr: 0.002042 loss: 0.2110 (0.2207) loss_rec_all: 0.2363 (0.2461) loss_rec_sfr: 0.3529 (0.3476) loss_cl: -0.2797 (-0.2785) time: 0.7451 data: 0.0002 max mem: 29860 [12:17:17.566927] Epoch: [34] [ 120/2904] eta: 0:41:22 lr: 0.002042 loss: 0.2148 (0.2202) loss_rec_all: 0.2402 (0.2456) loss_rec_sfr: 0.3015 (0.3423) loss_cl: -0.2781 (-0.2784) time: 0.7460 data: 0.0002 max mem: 29860 [12:17:32.497229] Epoch: [34] [ 140/2904] eta: 0:40:07 lr: 0.002043 loss: 0.2153 (0.2212) loss_rec_all: 0.2405 (0.2467) loss_rec_sfr: 0.3163 (0.3450) loss_cl: -0.2788 (-0.2784) time: 0.7465 data: 0.0002 max mem: 29860 [12:17:47.436324] Epoch: [34] [ 160/2904] eta: 0:39:07 lr: 0.002043 loss: 0.2123 (0.2209) loss_rec_all: 0.2379 (0.2463) loss_rec_sfr: 0.3435 (0.3463) loss_cl: -0.2790 (-0.2785) time: 0.7469 data: 0.0002 max mem: 29860 [12:18:02.359368] Epoch: [34] [ 180/2904] eta: 0:38:17 lr: 0.002044 loss: 0.2155 (0.2225) loss_rec_all: 0.2407 (0.2479) loss_rec_sfr: 0.3461 (0.3503) loss_cl: -0.2784 (-0.2785) time: 0.7461 data: 0.0002 max mem: 29860 [12:18:17.283251] Epoch: [34] [ 200/2904] eta: 0:37:34 lr: 0.002044 loss: 0.2186 (0.2237) loss_rec_all: 0.2445 (0.2491) loss_rec_sfr: 0.3485 (0.3538) loss_cl: -0.2793 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [12:18:32.232156] Epoch: [34] [ 220/2904] eta: 0:36:56 lr: 0.002045 loss: 0.2098 (0.2235) loss_rec_all: 0.2353 (0.2488) loss_rec_sfr: 0.3065 (0.3525) loss_cl: -0.2783 (-0.2785) time: 0.7474 data: 0.0003 max mem: 29860 [12:18:47.165305] Epoch: [34] [ 240/2904] eta: 0:36:22 lr: 0.002045 loss: 0.2102 (0.2228) loss_rec_all: 0.2358 (0.2481) loss_rec_sfr: 0.3050 (0.3508) loss_cl: -0.2780 (-0.2784) time: 0.7466 data: 0.0002 max mem: 29860 [12:19:02.100213] Epoch: [34] [ 260/2904] eta: 0:35:51 lr: 0.002045 loss: 0.2131 (0.2229) loss_rec_all: 0.2386 (0.2483) loss_rec_sfr: 0.3441 (0.3517) loss_cl: -0.2784 (-0.2784) time: 0.7467 data: 0.0002 max mem: 29860 [12:19:17.031921] Epoch: [34] [ 280/2904] eta: 0:35:22 lr: 0.002046 loss: 0.2136 (0.2236) loss_rec_all: 0.2393 (0.2490) loss_rec_sfr: 0.3577 (0.3544) loss_cl: -0.2803 (-0.2785) time: 0.7465 data: 0.0002 max mem: 29860 [12:19:31.959618] Epoch: [34] [ 300/2904] eta: 0:34:55 lr: 0.002046 loss: 0.2180 (0.2239) loss_rec_all: 0.2440 (0.2493) loss_rec_sfr: 0.3110 (0.3545) loss_cl: -0.2805 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [12:19:46.881240] Epoch: [34] [ 320/2904] eta: 0:34:30 lr: 0.002047 loss: 0.2117 (0.2234) loss_rec_all: 0.2375 (0.2488) loss_rec_sfr: 0.3169 (0.3530) loss_cl: -0.2793 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [12:20:01.809147] Epoch: [34] [ 340/2904] eta: 0:34:06 lr: 0.002047 loss: 0.2150 (0.2235) loss_rec_all: 0.2401 (0.2489) loss_rec_sfr: 0.3171 (0.3529) loss_cl: -0.2782 (-0.2786) time: 0.7464 data: 0.0002 max mem: 29860 [12:20:16.730948] Epoch: [34] [ 360/2904] eta: 0:33:42 lr: 0.002047 loss: 0.2172 (0.2235) loss_rec_all: 0.2424 (0.2489) loss_rec_sfr: 0.3495 (0.3533) loss_cl: -0.2772 (-0.2785) time: 0.7461 data: 0.0002 max mem: 29860 [12:20:31.651851] Epoch: [34] [ 380/2904] eta: 0:33:20 lr: 0.002048 loss: 0.2189 (0.2241) loss_rec_all: 0.2448 (0.2495) loss_rec_sfr: 0.3215 (0.3541) loss_cl: -0.2792 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [12:20:46.586047] Epoch: [34] [ 400/2904] eta: 0:32:58 lr: 0.002048 loss: 0.2157 (0.2243) loss_rec_all: 0.2409 (0.2497) loss_rec_sfr: 0.3526 (0.3550) loss_cl: -0.2789 (-0.2786) time: 0.7467 data: 0.0002 max mem: 29860 [12:21:01.518417] Epoch: [34] [ 420/2904] eta: 0:32:37 lr: 0.002049 loss: 0.2145 (0.2241) loss_rec_all: 0.2401 (0.2495) loss_rec_sfr: 0.3184 (0.3547) loss_cl: -0.2788 (-0.2786) time: 0.7466 data: 0.0002 max mem: 29860 [12:21:16.452170] Epoch: [34] [ 440/2904] eta: 0:32:17 lr: 0.002049 loss: 0.2136 (0.2245) loss_rec_all: 0.2393 (0.2499) loss_rec_sfr: 0.3207 (0.3557) loss_cl: -0.2778 (-0.2785) time: 0.7466 data: 0.0002 max mem: 29860 [12:21:31.378743] Epoch: [34] [ 460/2904] eta: 0:31:57 lr: 0.002050 loss: 0.2129 (0.2243) loss_rec_all: 0.2384 (0.2497) loss_rec_sfr: 0.3079 (0.3549) loss_cl: -0.2780 (-0.2785) time: 0.7463 data: 0.0002 max mem: 29860 [12:21:46.304940] Epoch: [34] [ 480/2904] eta: 0:31:37 lr: 0.002050 loss: 0.2125 (0.2242) loss_rec_all: 0.2385 (0.2496) loss_rec_sfr: 0.3194 (0.3547) loss_cl: -0.2786 (-0.2785) time: 0.7463 data: 0.0002 max mem: 29860 [12:22:01.231055] Epoch: [34] [ 500/2904] eta: 0:31:18 lr: 0.002050 loss: 0.2111 (0.2240) loss_rec_all: 0.2364 (0.2494) loss_rec_sfr: 0.3068 (0.3537) loss_cl: -0.2787 (-0.2785) time: 0.7463 data: 0.0002 max mem: 29860 [12:22:16.154922] Epoch: [34] [ 520/2904] eta: 0:30:59 lr: 0.002051 loss: 0.2110 (0.2239) loss_rec_all: 0.2364 (0.2492) loss_rec_sfr: 0.3442 (0.3537) loss_cl: -0.2780 (-0.2785) time: 0.7462 data: 0.0002 max mem: 29860 [12:22:31.089177] Epoch: [34] [ 540/2904] eta: 0:30:41 lr: 0.002051 loss: 0.2129 (0.2241) loss_rec_all: 0.2383 (0.2494) loss_rec_sfr: 0.3530 (0.3545) loss_cl: -0.2790 (-0.2785) time: 0.7467 data: 0.0002 max mem: 29860 [12:22:46.020235] Epoch: [34] [ 560/2904] eta: 0:30:23 lr: 0.002052 loss: 0.2107 (0.2240) loss_rec_all: 0.2362 (0.2494) loss_rec_sfr: 0.3465 (0.3547) loss_cl: -0.2801 (-0.2786) time: 0.7465 data: 0.0002 max mem: 29860 [12:23:00.944768] Epoch: [34] [ 580/2904] eta: 0:30:04 lr: 0.002052 loss: 0.2071 (0.2237) loss_rec_all: 0.2327 (0.2491) loss_rec_sfr: 0.3278 (0.3540) loss_cl: -0.2800 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [12:23:15.867648] Epoch: [34] [ 600/2904] eta: 0:29:47 lr: 0.002052 loss: 0.2130 (0.2237) loss_rec_all: 0.2385 (0.2491) loss_rec_sfr: 0.3126 (0.3540) loss_cl: -0.2784 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [12:23:30.788934] Epoch: [34] [ 620/2904] eta: 0:29:29 lr: 0.002053 loss: 0.2123 (0.2234) loss_rec_all: 0.2375 (0.2488) loss_rec_sfr: 0.3127 (0.3533) loss_cl: -0.2776 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [12:23:45.706594] Epoch: [34] [ 640/2904] eta: 0:29:11 lr: 0.002053 loss: 0.2106 (0.2232) loss_rec_all: 0.2362 (0.2486) loss_rec_sfr: 0.3042 (0.3525) loss_cl: -0.2788 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [12:24:00.627092] Epoch: [34] [ 660/2904] eta: 0:28:54 lr: 0.002054 loss: 0.2136 (0.2233) loss_rec_all: 0.2388 (0.2487) loss_rec_sfr: 0.3524 (0.3529) loss_cl: -0.2790 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [12:24:15.551878] Epoch: [34] [ 680/2904] eta: 0:28:37 lr: 0.002054 loss: 0.2122 (0.2235) loss_rec_all: 0.2382 (0.2489) loss_rec_sfr: 0.3477 (0.3536) loss_cl: -0.2793 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [12:24:30.481208] Epoch: [34] [ 700/2904] eta: 0:28:20 lr: 0.002054 loss: 0.2123 (0.2235) loss_rec_all: 0.2374 (0.2489) loss_rec_sfr: 0.3167 (0.3535) loss_cl: -0.2782 (-0.2786) time: 0.7464 data: 0.0002 max mem: 29860 [12:24:45.406088] Epoch: [34] [ 720/2904] eta: 0:28:03 lr: 0.002055 loss: 0.2109 (0.2234) loss_rec_all: 0.2363 (0.2488) loss_rec_sfr: 0.3168 (0.3532) loss_cl: -0.2786 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [12:25:00.331270] Epoch: [34] [ 740/2904] eta: 0:27:46 lr: 0.002055 loss: 0.2159 (0.2237) loss_rec_all: 0.2414 (0.2491) loss_rec_sfr: 0.3575 (0.3543) loss_cl: -0.2797 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [12:25:15.247356] Epoch: [34] [ 760/2904] eta: 0:27:29 lr: 0.002056 loss: 0.2121 (0.2237) loss_rec_all: 0.2377 (0.2491) loss_rec_sfr: 0.3392 (0.3542) loss_cl: -0.2791 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [12:25:30.168245] Epoch: [34] [ 780/2904] eta: 0:27:12 lr: 0.002056 loss: 0.2151 (0.2237) loss_rec_all: 0.2411 (0.2491) loss_rec_sfr: 0.3093 (0.3538) loss_cl: -0.2785 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [12:25:45.090930] Epoch: [34] [ 800/2904] eta: 0:26:56 lr: 0.002057 loss: 0.2122 (0.2237) loss_rec_all: 0.2375 (0.2491) loss_rec_sfr: 0.3332 (0.3539) loss_cl: -0.2784 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [12:26:00.008582] Epoch: [34] [ 820/2904] eta: 0:26:39 lr: 0.002057 loss: 0.2142 (0.2238) loss_rec_all: 0.2399 (0.2492) loss_rec_sfr: 0.3419 (0.3541) loss_cl: -0.2786 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [12:26:14.927012] Epoch: [34] [ 840/2904] eta: 0:26:23 lr: 0.002057 loss: 0.2152 (0.2240) loss_rec_all: 0.2407 (0.2493) loss_rec_sfr: 0.3183 (0.3544) loss_cl: -0.2788 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [12:26:29.848185] Epoch: [34] [ 860/2904] eta: 0:26:07 lr: 0.002058 loss: 0.2146 (0.2242) loss_rec_all: 0.2407 (0.2495) loss_rec_sfr: 0.3474 (0.3549) loss_cl: -0.2788 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [12:26:44.769153] Epoch: [34] [ 880/2904] eta: 0:25:50 lr: 0.002058 loss: 0.2162 (0.2244) loss_rec_all: 0.2417 (0.2497) loss_rec_sfr: 0.3478 (0.3554) loss_cl: -0.2789 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [12:26:59.695210] Epoch: [34] [ 900/2904] eta: 0:25:34 lr: 0.002059 loss: 0.2167 (0.2245) loss_rec_all: 0.2421 (0.2499) loss_rec_sfr: 0.3454 (0.3557) loss_cl: -0.2784 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [12:27:14.616053] Epoch: [34] [ 920/2904] eta: 0:25:18 lr: 0.002059 loss: 0.2141 (0.2246) loss_rec_all: 0.2394 (0.2499) loss_rec_sfr: 0.3429 (0.3559) loss_cl: -0.2787 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [12:27:29.535783] Epoch: [34] [ 940/2904] eta: 0:25:02 lr: 0.002059 loss: 0.2148 (0.2246) loss_rec_all: 0.2400 (0.2500) loss_rec_sfr: 0.3501 (0.3563) loss_cl: -0.2783 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [12:27:44.451628] Epoch: [34] [ 960/2904] eta: 0:24:46 lr: 0.002060 loss: 0.2143 (0.2247) loss_rec_all: 0.2401 (0.2501) loss_rec_sfr: 0.3218 (0.3564) loss_cl: -0.2786 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [12:27:59.371310] Epoch: [34] [ 980/2904] eta: 0:24:30 lr: 0.002060 loss: 0.2152 (0.2247) loss_rec_all: 0.2406 (0.2501) loss_rec_sfr: 0.3465 (0.3564) loss_cl: -0.2786 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [12:28:14.293040] Epoch: [34] [1000/2904] eta: 0:24:14 lr: 0.002061 loss: 0.2084 (0.2246) loss_rec_all: 0.2339 (0.2500) loss_rec_sfr: 0.3425 (0.3564) loss_cl: -0.2787 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [12:28:29.215480] Epoch: [34] [1020/2904] eta: 0:23:58 lr: 0.002061 loss: 0.2124 (0.2246) loss_rec_all: 0.2383 (0.2499) loss_rec_sfr: 0.3110 (0.3561) loss_cl: -0.2787 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [12:28:44.137983] Epoch: [34] [1040/2904] eta: 0:23:42 lr: 0.002061 loss: 0.2093 (0.2245) loss_rec_all: 0.2352 (0.2499) loss_rec_sfr: 0.3030 (0.3559) loss_cl: -0.2790 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [12:28:59.072969] Epoch: [34] [1060/2904] eta: 0:23:26 lr: 0.002062 loss: 0.2087 (0.2245) loss_rec_all: 0.2344 (0.2499) loss_rec_sfr: 0.3181 (0.3558) loss_cl: -0.2785 (-0.2786) time: 0.7467 data: 0.0002 max mem: 29860 [12:29:14.009936] Epoch: [34] [1080/2904] eta: 0:23:10 lr: 0.002062 loss: 0.2093 (0.2245) loss_rec_all: 0.2349 (0.2498) loss_rec_sfr: 0.3497 (0.3558) loss_cl: -0.2791 (-0.2786) time: 0.7468 data: 0.0002 max mem: 29860 [12:29:28.944757] Epoch: [34] [1100/2904] eta: 0:22:55 lr: 0.002063 loss: 0.2121 (0.2244) loss_rec_all: 0.2378 (0.2498) loss_rec_sfr: 0.3193 (0.3557) loss_cl: -0.2791 (-0.2786) time: 0.7467 data: 0.0002 max mem: 29860 [12:29:43.867731] Epoch: [34] [1120/2904] eta: 0:22:39 lr: 0.002063 loss: 0.2122 (0.2244) loss_rec_all: 0.2374 (0.2498) loss_rec_sfr: 0.3534 (0.3559) loss_cl: -0.2783 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [12:29:58.795094] Epoch: [34] [1140/2904] eta: 0:22:23 lr: 0.002064 loss: 0.2188 (0.2246) loss_rec_all: 0.2443 (0.2499) loss_rec_sfr: 0.3122 (0.3562) loss_cl: -0.2776 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [12:30:13.719342] Epoch: [34] [1160/2904] eta: 0:22:07 lr: 0.002064 loss: 0.2129 (0.2244) loss_rec_all: 0.2381 (0.2498) loss_rec_sfr: 0.3099 (0.3558) loss_cl: -0.2785 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [12:30:28.645228] Epoch: [34] [1180/2904] eta: 0:21:52 lr: 0.002064 loss: 0.2108 (0.2243) loss_rec_all: 0.2364 (0.2496) loss_rec_sfr: 0.3084 (0.3552) loss_cl: -0.2789 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [12:30:43.574751] Epoch: [34] [1200/2904] eta: 0:21:36 lr: 0.002065 loss: 0.2091 (0.2242) loss_rec_all: 0.2347 (0.2496) loss_rec_sfr: 0.3503 (0.3552) loss_cl: -0.2787 (-0.2786) time: 0.7464 data: 0.0002 max mem: 29860 [12:30:58.500351] Epoch: [34] [1220/2904] eta: 0:21:20 lr: 0.002065 loss: 0.2122 (0.2242) loss_rec_all: 0.2375 (0.2495) loss_rec_sfr: 0.3430 (0.3553) loss_cl: -0.2784 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [12:31:13.424606] Epoch: [34] [1240/2904] eta: 0:21:05 lr: 0.002066 loss: 0.2126 (0.2241) loss_rec_all: 0.2378 (0.2494) loss_rec_sfr: 0.3118 (0.3549) loss_cl: -0.2790 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [12:31:28.345980] Epoch: [34] [1260/2904] eta: 0:20:49 lr: 0.002066 loss: 0.2109 (0.2239) loss_rec_all: 0.2363 (0.2493) loss_rec_sfr: 0.3397 (0.3546) loss_cl: -0.2786 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [12:31:43.267280] Epoch: [34] [1280/2904] eta: 0:20:34 lr: 0.002066 loss: 0.2107 (0.2238) loss_rec_all: 0.2362 (0.2492) loss_rec_sfr: 0.3045 (0.3544) loss_cl: -0.2796 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [12:31:58.192481] Epoch: [34] [1300/2904] eta: 0:20:18 lr: 0.002067 loss: 0.2109 (0.2238) loss_rec_all: 0.2370 (0.2492) loss_rec_sfr: 0.3322 (0.3543) loss_cl: -0.2793 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [12:32:13.118464] Epoch: [34] [1320/2904] eta: 0:20:03 lr: 0.002067 loss: 0.2104 (0.2237) loss_rec_all: 0.2362 (0.2491) loss_rec_sfr: 0.3505 (0.3542) loss_cl: -0.2787 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [12:32:28.043805] Epoch: [34] [1340/2904] eta: 0:19:47 lr: 0.002068 loss: 0.2150 (0.2238) loss_rec_all: 0.2406 (0.2491) loss_rec_sfr: 0.3581 (0.3545) loss_cl: -0.2782 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [12:32:42.970827] Epoch: [34] [1360/2904] eta: 0:19:32 lr: 0.002068 loss: 0.2128 (0.2239) loss_rec_all: 0.2386 (0.2492) loss_rec_sfr: 0.3671 (0.3549) loss_cl: -0.2788 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [12:32:57.897968] Epoch: [34] [1380/2904] eta: 0:19:16 lr: 0.002069 loss: 0.2117 (0.2238) loss_rec_all: 0.2374 (0.2492) loss_rec_sfr: 0.3482 (0.3549) loss_cl: -0.2788 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [12:33:12.823602] Epoch: [34] [1400/2904] eta: 0:19:01 lr: 0.002069 loss: 0.2157 (0.2238) loss_rec_all: 0.2410 (0.2492) loss_rec_sfr: 0.3076 (0.3548) loss_cl: -0.2780 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [12:33:27.748071] Epoch: [34] [1420/2904] eta: 0:18:45 lr: 0.002069 loss: 0.2108 (0.2238) loss_rec_all: 0.2361 (0.2491) loss_rec_sfr: 0.3052 (0.3544) loss_cl: -0.2792 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [12:33:42.670067] Epoch: [34] [1440/2904] eta: 0:18:30 lr: 0.002070 loss: 0.2114 (0.2236) loss_rec_all: 0.2365 (0.2490) loss_rec_sfr: 0.3016 (0.3538) loss_cl: -0.2779 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [12:33:57.601834] Epoch: [34] [1460/2904] eta: 0:18:14 lr: 0.002070 loss: 0.2151 (0.2238) loss_rec_all: 0.2404 (0.2492) loss_rec_sfr: 0.3666 (0.3544) loss_cl: -0.2784 (-0.2786) time: 0.7465 data: 0.0002 max mem: 29860 [12:34:12.527412] Epoch: [34] [1480/2904] eta: 0:17:59 lr: 0.002071 loss: 0.2101 (0.2237) loss_rec_all: 0.2360 (0.2491) loss_rec_sfr: 0.3034 (0.3541) loss_cl: -0.2791 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [12:34:27.452535] Epoch: [34] [1500/2904] eta: 0:17:44 lr: 0.002071 loss: 0.2135 (0.2237) loss_rec_all: 0.2388 (0.2491) loss_rec_sfr: 0.3155 (0.3541) loss_cl: -0.2791 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [12:34:42.377481] Epoch: [34] [1520/2904] eta: 0:17:28 lr: 0.002071 loss: 0.2154 (0.2238) loss_rec_all: 0.2410 (0.2492) loss_rec_sfr: 0.3487 (0.3541) loss_cl: -0.2795 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [12:34:57.307649] Epoch: [34] [1540/2904] eta: 0:17:13 lr: 0.002072 loss: 0.2185 (0.2239) loss_rec_all: 0.2441 (0.2493) loss_rec_sfr: 0.3383 (0.3544) loss_cl: -0.2786 (-0.2786) time: 0.7465 data: 0.0002 max mem: 29860 [12:35:12.238895] Epoch: [34] [1560/2904] eta: 0:16:58 lr: 0.002072 loss: 0.2129 (0.2240) loss_rec_all: 0.2385 (0.2493) loss_rec_sfr: 0.3065 (0.3545) loss_cl: -0.2788 (-0.2786) time: 0.7465 data: 0.0002 max mem: 29860 [12:35:27.167475] Epoch: [34] [1580/2904] eta: 0:16:42 lr: 0.002073 loss: 0.2131 (0.2240) loss_rec_all: 0.2385 (0.2493) loss_rec_sfr: 0.3116 (0.3545) loss_cl: -0.2790 (-0.2786) time: 0.7464 data: 0.0002 max mem: 29860 [12:35:42.089890] Epoch: [34] [1600/2904] eta: 0:16:27 lr: 0.002073 loss: 0.2140 (0.2240) loss_rec_all: 0.2397 (0.2494) loss_rec_sfr: 0.3483 (0.3548) loss_cl: -0.2780 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [12:35:57.008640] Epoch: [34] [1620/2904] eta: 0:16:12 lr: 0.002073 loss: 0.2133 (0.2241) loss_rec_all: 0.2393 (0.2494) loss_rec_sfr: 0.2971 (0.3547) loss_cl: -0.2779 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [12:36:11.927116] Epoch: [34] [1640/2904] eta: 0:15:56 lr: 0.002074 loss: 0.2137 (0.2240) loss_rec_all: 0.2392 (0.2494) loss_rec_sfr: 0.3125 (0.3544) loss_cl: -0.2789 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [12:36:26.849303] Epoch: [34] [1660/2904] eta: 0:15:41 lr: 0.002074 loss: 0.2124 (0.2240) loss_rec_all: 0.2381 (0.2493) loss_rec_sfr: 0.3422 (0.3545) loss_cl: -0.2797 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [12:36:41.776186] Epoch: [34] [1680/2904] eta: 0:15:26 lr: 0.002075 loss: 0.2117 (0.2239) loss_rec_all: 0.2373 (0.2493) loss_rec_sfr: 0.3504 (0.3545) loss_cl: -0.2794 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [12:36:56.702126] Epoch: [34] [1700/2904] eta: 0:15:10 lr: 0.002075 loss: 0.2116 (0.2239) loss_rec_all: 0.2373 (0.2493) loss_rec_sfr: 0.3202 (0.3545) loss_cl: -0.2781 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [12:37:11.631828] Epoch: [34] [1720/2904] eta: 0:14:55 lr: 0.002076 loss: 0.2147 (0.2239) loss_rec_all: 0.2405 (0.2493) loss_rec_sfr: 0.3141 (0.3546) loss_cl: -0.2787 (-0.2786) time: 0.7464 data: 0.0002 max mem: 29860 [12:37:26.563892] Epoch: [34] [1740/2904] eta: 0:14:40 lr: 0.002076 loss: 0.2107 (0.2239) loss_rec_all: 0.2360 (0.2492) loss_rec_sfr: 0.3326 (0.3544) loss_cl: -0.2783 (-0.2786) time: 0.7466 data: 0.0002 max mem: 29860 [12:37:41.490430] Epoch: [34] [1760/2904] eta: 0:14:25 lr: 0.002076 loss: 0.2120 (0.2239) loss_rec_all: 0.2379 (0.2492) loss_rec_sfr: 0.3081 (0.3542) loss_cl: -0.2782 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [12:37:56.412200] Epoch: [34] [1780/2904] eta: 0:14:09 lr: 0.002077 loss: 0.2144 (0.2239) loss_rec_all: 0.2397 (0.2493) loss_rec_sfr: 0.3532 (0.3544) loss_cl: -0.2792 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [12:38:11.326885] Epoch: [34] [1800/2904] eta: 0:13:54 lr: 0.002077 loss: 0.2122 (0.2238) loss_rec_all: 0.2381 (0.2492) loss_rec_sfr: 0.3115 (0.3541) loss_cl: -0.2792 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [12:38:26.242674] Epoch: [34] [1820/2904] eta: 0:13:39 lr: 0.002078 loss: 0.2130 (0.2238) loss_rec_all: 0.2386 (0.2492) loss_rec_sfr: 0.3483 (0.3541) loss_cl: -0.2796 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [12:38:41.167449] Epoch: [34] [1840/2904] eta: 0:13:24 lr: 0.002078 loss: 0.2108 (0.2237) loss_rec_all: 0.2366 (0.2491) loss_rec_sfr: 0.3096 (0.3538) loss_cl: -0.2784 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [12:38:56.096553] Epoch: [34] [1860/2904] eta: 0:13:08 lr: 0.002078 loss: 0.2093 (0.2237) loss_rec_all: 0.2353 (0.2491) loss_rec_sfr: 0.3075 (0.3538) loss_cl: -0.2789 (-0.2786) time: 0.7464 data: 0.0002 max mem: 29860 [12:39:11.020910] Epoch: [34] [1880/2904] eta: 0:12:53 lr: 0.002079 loss: 0.2139 (0.2236) loss_rec_all: 0.2398 (0.2490) loss_rec_sfr: 0.3099 (0.3537) loss_cl: -0.2787 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [12:39:25.949972] Epoch: [34] [1900/2904] eta: 0:12:38 lr: 0.002079 loss: 0.2111 (0.2235) loss_rec_all: 0.2369 (0.2489) loss_rec_sfr: 0.3047 (0.3534) loss_cl: -0.2794 (-0.2786) time: 0.7464 data: 0.0002 max mem: 29860 [12:39:40.874753] Epoch: [34] [1920/2904] eta: 0:12:23 lr: 0.002080 loss: 0.2112 (0.2235) loss_rec_all: 0.2365 (0.2489) loss_rec_sfr: 0.3536 (0.3534) loss_cl: -0.2785 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [12:39:55.817214] Epoch: [34] [1940/2904] eta: 0:12:08 lr: 0.002080 loss: 0.2110 (0.2234) loss_rec_all: 0.2364 (0.2488) loss_rec_sfr: 0.3508 (0.3534) loss_cl: -0.2785 (-0.2786) time: 0.7471 data: 0.0003 max mem: 29860 [12:40:10.751915] Epoch: [34] [1960/2904] eta: 0:11:52 lr: 0.002080 loss: 0.2112 (0.2234) loss_rec_all: 0.2367 (0.2488) loss_rec_sfr: 0.3020 (0.3534) loss_cl: -0.2789 (-0.2786) time: 0.7467 data: 0.0002 max mem: 29860 [12:40:25.678091] Epoch: [34] [1980/2904] eta: 0:11:37 lr: 0.002081 loss: 0.2161 (0.2235) loss_rec_all: 0.2419 (0.2489) loss_rec_sfr: 0.3430 (0.3534) loss_cl: -0.2794 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [12:40:40.600188] Epoch: [34] [2000/2904] eta: 0:11:22 lr: 0.002081 loss: 0.2160 (0.2235) loss_rec_all: 0.2414 (0.2489) loss_rec_sfr: 0.3170 (0.3536) loss_cl: -0.2788 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [12:40:55.545150] Epoch: [34] [2020/2904] eta: 0:11:07 lr: 0.002082 loss: 0.2121 (0.2235) loss_rec_all: 0.2371 (0.2489) loss_rec_sfr: 0.3409 (0.3537) loss_cl: -0.2785 (-0.2786) time: 0.7472 data: 0.0002 max mem: 29860 [12:41:10.484598] Epoch: [34] [2040/2904] eta: 0:10:52 lr: 0.002082 loss: 0.2152 (0.2235) loss_rec_all: 0.2411 (0.2489) loss_rec_sfr: 0.3244 (0.3536) loss_cl: -0.2785 (-0.2786) time: 0.7469 data: 0.0002 max mem: 29860 [12:41:25.418419] Epoch: [34] [2060/2904] eta: 0:10:37 lr: 0.002083 loss: 0.2136 (0.2235) loss_rec_all: 0.2389 (0.2489) loss_rec_sfr: 0.3324 (0.3536) loss_cl: -0.2796 (-0.2786) time: 0.7467 data: 0.0002 max mem: 29860 [12:41:40.372473] Epoch: [34] [2080/2904] eta: 0:10:21 lr: 0.002083 loss: 0.2078 (0.2234) loss_rec_all: 0.2333 (0.2488) loss_rec_sfr: 0.3415 (0.3535) loss_cl: -0.2797 (-0.2787) time: 0.7477 data: 0.0002 max mem: 29860 [12:41:55.332299] Epoch: [34] [2100/2904] eta: 0:10:06 lr: 0.002083 loss: 0.2118 (0.2234) loss_rec_all: 0.2371 (0.2488) loss_rec_sfr: 0.3581 (0.3536) loss_cl: -0.2786 (-0.2787) time: 0.7479 data: 0.0002 max mem: 29860 [12:42:10.295046] Epoch: [34] [2120/2904] eta: 0:09:51 lr: 0.002084 loss: 0.2167 (0.2236) loss_rec_all: 0.2419 (0.2489) loss_rec_sfr: 0.3509 (0.3539) loss_cl: -0.2779 (-0.2786) time: 0.7481 data: 0.0003 max mem: 29860 [12:42:25.257746] Epoch: [34] [2140/2904] eta: 0:09:36 lr: 0.002084 loss: 0.2133 (0.2236) loss_rec_all: 0.2387 (0.2489) loss_rec_sfr: 0.3195 (0.3539) loss_cl: -0.2787 (-0.2786) time: 0.7481 data: 0.0002 max mem: 29860 [12:42:40.209745] Epoch: [34] [2160/2904] eta: 0:09:21 lr: 0.002085 loss: 0.2125 (0.2236) loss_rec_all: 0.2383 (0.2490) loss_rec_sfr: 0.3478 (0.3540) loss_cl: -0.2798 (-0.2787) time: 0.7476 data: 0.0002 max mem: 29860 [12:42:55.149000] Epoch: [34] [2180/2904] eta: 0:09:06 lr: 0.002085 loss: 0.2078 (0.2235) loss_rec_all: 0.2337 (0.2489) loss_rec_sfr: 0.3076 (0.3537) loss_cl: -0.2798 (-0.2787) time: 0.7469 data: 0.0002 max mem: 29860 [12:43:10.107569] Epoch: [34] [2200/2904] eta: 0:08:51 lr: 0.002085 loss: 0.2130 (0.2235) loss_rec_all: 0.2389 (0.2489) loss_rec_sfr: 0.3096 (0.3537) loss_cl: -0.2783 (-0.2787) time: 0.7479 data: 0.0002 max mem: 29860 [12:43:25.056266] Epoch: [34] [2220/2904] eta: 0:08:35 lr: 0.002086 loss: 0.2108 (0.2235) loss_rec_all: 0.2360 (0.2489) loss_rec_sfr: 0.3533 (0.3537) loss_cl: -0.2785 (-0.2787) time: 0.7474 data: 0.0002 max mem: 29860 [12:43:39.987797] Epoch: [34] [2240/2904] eta: 0:08:20 lr: 0.002086 loss: 0.2137 (0.2235) loss_rec_all: 0.2396 (0.2489) loss_rec_sfr: 0.3437 (0.3539) loss_cl: -0.2792 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [12:43:54.917827] Epoch: [34] [2260/2904] eta: 0:08:05 lr: 0.002087 loss: 0.2122 (0.2235) loss_rec_all: 0.2378 (0.2489) loss_rec_sfr: 0.3458 (0.3539) loss_cl: -0.2789 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [12:44:09.848753] Epoch: [34] [2280/2904] eta: 0:07:50 lr: 0.002087 loss: 0.2156 (0.2235) loss_rec_all: 0.2406 (0.2489) loss_rec_sfr: 0.3099 (0.3539) loss_cl: -0.2784 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [12:44:24.774025] Epoch: [34] [2300/2904] eta: 0:07:35 lr: 0.002088 loss: 0.2116 (0.2235) loss_rec_all: 0.2371 (0.2489) loss_rec_sfr: 0.3052 (0.3537) loss_cl: -0.2782 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [12:44:39.696065] Epoch: [34] [2320/2904] eta: 0:07:20 lr: 0.002088 loss: 0.2106 (0.2234) loss_rec_all: 0.2360 (0.2488) loss_rec_sfr: 0.3135 (0.3535) loss_cl: -0.2786 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [12:44:54.613310] Epoch: [34] [2340/2904] eta: 0:07:05 lr: 0.002088 loss: 0.2125 (0.2234) loss_rec_all: 0.2380 (0.2488) loss_rec_sfr: 0.3037 (0.3533) loss_cl: -0.2794 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [12:45:09.528746] Epoch: [34] [2360/2904] eta: 0:06:50 lr: 0.002089 loss: 0.2148 (0.2235) loss_rec_all: 0.2400 (0.2489) loss_rec_sfr: 0.3540 (0.3535) loss_cl: -0.2785 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [12:45:24.442483] Epoch: [34] [2380/2904] eta: 0:06:34 lr: 0.002089 loss: 0.2137 (0.2235) loss_rec_all: 0.2395 (0.2489) loss_rec_sfr: 0.3094 (0.3536) loss_cl: -0.2784 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [12:45:39.362117] Epoch: [34] [2400/2904] eta: 0:06:19 lr: 0.002090 loss: 0.2127 (0.2236) loss_rec_all: 0.2388 (0.2490) loss_rec_sfr: 0.3451 (0.3539) loss_cl: -0.2788 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [12:45:54.284100] Epoch: [34] [2420/2904] eta: 0:06:04 lr: 0.002090 loss: 0.2179 (0.2237) loss_rec_all: 0.2436 (0.2491) loss_rec_sfr: 0.3367 (0.3539) loss_cl: -0.2788 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [12:46:09.209530] Epoch: [34] [2440/2904] eta: 0:05:49 lr: 0.002090 loss: 0.2109 (0.2236) loss_rec_all: 0.2367 (0.2490) loss_rec_sfr: 0.3353 (0.3539) loss_cl: -0.2792 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [12:46:24.129342] Epoch: [34] [2460/2904] eta: 0:05:34 lr: 0.002091 loss: 0.2144 (0.2237) loss_rec_all: 0.2395 (0.2491) loss_rec_sfr: 0.3495 (0.3540) loss_cl: -0.2790 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [12:46:39.047874] Epoch: [34] [2480/2904] eta: 0:05:19 lr: 0.002091 loss: 0.2124 (0.2236) loss_rec_all: 0.2377 (0.2490) loss_rec_sfr: 0.3182 (0.3538) loss_cl: -0.2776 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [12:46:53.970628] Epoch: [34] [2500/2904] eta: 0:05:04 lr: 0.002092 loss: 0.2198 (0.2237) loss_rec_all: 0.2456 (0.2490) loss_rec_sfr: 0.3355 (0.3540) loss_cl: -0.2778 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [12:47:08.889648] Epoch: [34] [2520/2904] eta: 0:04:49 lr: 0.002092 loss: 0.2161 (0.2236) loss_rec_all: 0.2416 (0.2490) loss_rec_sfr: 0.3099 (0.3538) loss_cl: -0.2783 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [12:47:23.804317] Epoch: [34] [2540/2904] eta: 0:04:34 lr: 0.002092 loss: 0.2124 (0.2236) loss_rec_all: 0.2385 (0.2490) loss_rec_sfr: 0.3059 (0.3536) loss_cl: -0.2789 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [12:47:38.719043] Epoch: [34] [2560/2904] eta: 0:04:19 lr: 0.002093 loss: 0.2099 (0.2235) loss_rec_all: 0.2357 (0.2489) loss_rec_sfr: 0.3046 (0.3534) loss_cl: -0.2788 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [12:47:53.634942] Epoch: [34] [2580/2904] eta: 0:04:04 lr: 0.002093 loss: 0.2156 (0.2237) loss_rec_all: 0.2410 (0.2490) loss_rec_sfr: 0.3480 (0.3537) loss_cl: -0.2790 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [12:48:08.553619] Epoch: [34] [2600/2904] eta: 0:03:48 lr: 0.002094 loss: 0.2148 (0.2236) loss_rec_all: 0.2400 (0.2490) loss_rec_sfr: 0.3015 (0.3535) loss_cl: -0.2790 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [12:48:23.484678] Epoch: [34] [2620/2904] eta: 0:03:33 lr: 0.002094 loss: 0.2125 (0.2237) loss_rec_all: 0.2379 (0.2491) loss_rec_sfr: 0.3066 (0.3536) loss_cl: -0.2780 (-0.2786) time: 0.7465 data: 0.0002 max mem: 29860 [12:48:38.404212] Epoch: [34] [2640/2904] eta: 0:03:18 lr: 0.002095 loss: 0.2089 (0.2236) loss_rec_all: 0.2346 (0.2490) loss_rec_sfr: 0.3025 (0.3534) loss_cl: -0.2785 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [12:48:53.314098] Epoch: [34] [2660/2904] eta: 0:03:03 lr: 0.002095 loss: 0.2094 (0.2236) loss_rec_all: 0.2348 (0.2490) loss_rec_sfr: 0.3277 (0.3534) loss_cl: -0.2787 (-0.2786) time: 0.7455 data: 0.0002 max mem: 29860 [12:49:08.226931] Epoch: [34] [2680/2904] eta: 0:02:48 lr: 0.002095 loss: 0.2100 (0.2236) loss_rec_all: 0.2360 (0.2490) loss_rec_sfr: 0.3073 (0.3532) loss_cl: -0.2796 (-0.2786) time: 0.7456 data: 0.0002 max mem: 29860 [12:49:23.149064] Epoch: [34] [2700/2904] eta: 0:02:33 lr: 0.002096 loss: 0.2113 (0.2235) loss_rec_all: 0.2367 (0.2489) loss_rec_sfr: 0.3489 (0.3532) loss_cl: -0.2792 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [12:49:38.098315] Epoch: [34] [2720/2904] eta: 0:02:18 lr: 0.002096 loss: 0.2153 (0.2235) loss_rec_all: 0.2403 (0.2489) loss_rec_sfr: 0.3503 (0.3532) loss_cl: -0.2782 (-0.2786) time: 0.7474 data: 0.0002 max mem: 29860 [12:49:53.047864] Epoch: [34] [2740/2904] eta: 0:02:03 lr: 0.002097 loss: 0.2106 (0.2235) loss_rec_all: 0.2358 (0.2489) loss_rec_sfr: 0.3060 (0.3531) loss_cl: -0.2778 (-0.2786) time: 0.7474 data: 0.0002 max mem: 29860 [12:50:08.008558] Epoch: [34] [2760/2904] eta: 0:01:48 lr: 0.002097 loss: 0.2073 (0.2234) loss_rec_all: 0.2326 (0.2488) loss_rec_sfr: 0.3041 (0.3529) loss_cl: -0.2796 (-0.2786) time: 0.7480 data: 0.0002 max mem: 29860 [12:50:22.949582] Epoch: [34] [2780/2904] eta: 0:01:33 lr: 0.002097 loss: 0.2101 (0.2234) loss_rec_all: 0.2355 (0.2488) loss_rec_sfr: 0.3148 (0.3528) loss_cl: -0.2793 (-0.2786) time: 0.7470 data: 0.0002 max mem: 29860 [12:50:37.908132] Epoch: [34] [2800/2904] eta: 0:01:18 lr: 0.002098 loss: 0.2122 (0.2233) loss_rec_all: 0.2376 (0.2487) loss_rec_sfr: 0.3097 (0.3527) loss_cl: -0.2789 (-0.2786) time: 0.7479 data: 0.0002 max mem: 29860 [12:50:52.832044] Epoch: [34] [2820/2904] eta: 0:01:03 lr: 0.002098 loss: 0.2107 (0.2232) loss_rec_all: 0.2367 (0.2486) loss_rec_sfr: 0.3174 (0.3525) loss_cl: -0.2787 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [12:51:07.786910] Epoch: [34] [2840/2904] eta: 0:00:48 lr: 0.002099 loss: 0.2135 (0.2232) loss_rec_all: 0.2397 (0.2486) loss_rec_sfr: 0.3115 (0.3524) loss_cl: -0.2786 (-0.2786) time: 0.7477 data: 0.0023 max mem: 29860 [12:51:22.695036] Epoch: [34] [2860/2904] eta: 0:00:33 lr: 0.002099 loss: 0.2043 (0.2231) loss_rec_all: 0.2304 (0.2485) loss_rec_sfr: 0.3102 (0.3523) loss_cl: -0.2800 (-0.2787) time: 0.7454 data: 0.0001 max mem: 29860 [12:51:37.603954] Epoch: [34] [2880/2904] eta: 0:00:18 lr: 0.002100 loss: 0.2108 (0.2232) loss_rec_all: 0.2365 (0.2486) loss_rec_sfr: 0.3365 (0.3524) loss_cl: -0.2798 (-0.2787) time: 0.7454 data: 0.0001 max mem: 29860 [12:51:52.515581] Epoch: [34] [2900/2904] eta: 0:00:03 lr: 0.002100 loss: 0.2167 (0.2232) loss_rec_all: 0.2418 (0.2486) loss_rec_sfr: 0.3258 (0.3524) loss_cl: -0.2780 (-0.2787) time: 0.7455 data: 0.0001 max mem: 29860 [12:51:54.757974] Epoch: [34] [2903/2904] eta: 0:00:00 lr: 0.002100 loss: 0.2150 (0.2232) loss_rec_all: 0.2402 (0.2486) loss_rec_sfr: 0.3187 (0.3524) loss_cl: -0.2778 (-0.2787) time: 0.7455 data: 0.0001 max mem: 29860 [12:51:56.795388] Epoch: [34] Total time: 0:36:27 (0.7531 s / it) [12:51:56.815413] Averaged stats: lr: 0.002100 loss: 0.2150 (0.2258) loss_rec_all: 0.2402 (0.2488) loss_rec_sfr: 0.3187 (0.3522) loss_cl: -0.2778 (-0.2553) [12:51:56.822980] log_dir: ./checkpoint/VF2_ViT-B [12:52:14.982900] Epoch: [35] [ 0/2904] eta: 14:38:52 lr: 0.002100 loss: 0.2049 (0.2049) loss_rec_all: 0.2309 (0.2309) loss_rec_sfr: 0.2661 (0.2661) loss_cl: -0.2791 (-0.2791) time: 18.1587 data: 15.5461 max mem: 29860 [12:52:31.427711] Epoch: [35] [ 20/2904] eta: 1:19:12 lr: 0.002100 loss: 0.2116 (0.2197) loss_rec_all: 0.2372 (0.2453) loss_rec_sfr: 0.3109 (0.3292) loss_cl: -0.2791 (-0.2789) time: 0.8222 data: 0.0778 max mem: 29860 [12:52:46.338958] Epoch: [35] [ 40/2904] eta: 0:57:38 lr: 0.002101 loss: 0.2103 (0.2204) loss_rec_all: 0.2356 (0.2459) loss_rec_sfr: 0.3418 (0.3399) loss_cl: -0.2786 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [12:53:01.284098] Epoch: [35] [ 60/2904] eta: 0:50:05 lr: 0.002101 loss: 0.2152 (0.2234) loss_rec_all: 0.2406 (0.2488) loss_rec_sfr: 0.3148 (0.3483) loss_cl: -0.2786 (-0.2786) time: 0.7472 data: 0.0002 max mem: 29860 [12:53:16.211803] Epoch: [35] [ 80/2904] eta: 0:46:07 lr: 0.002102 loss: 0.2115 (0.2226) loss_rec_all: 0.2369 (0.2481) loss_rec_sfr: 0.3026 (0.3457) loss_cl: -0.2796 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [12:53:31.157344] Epoch: [35] [ 100/2904] eta: 0:43:38 lr: 0.002102 loss: 0.2152 (0.2227) loss_rec_all: 0.2407 (0.2482) loss_rec_sfr: 0.3638 (0.3483) loss_cl: -0.2799 (-0.2790) time: 0.7472 data: 0.0002 max mem: 29860 [12:53:46.126606] Epoch: [35] [ 120/2904] eta: 0:41:54 lr: 0.002102 loss: 0.2089 (0.2224) loss_rec_all: 0.2349 (0.2479) loss_rec_sfr: 0.3340 (0.3485) loss_cl: -0.2787 (-0.2789) time: 0.7484 data: 0.0002 max mem: 29860 [12:54:01.087753] Epoch: [35] [ 140/2904] eta: 0:40:35 lr: 0.002103 loss: 0.2135 (0.2220) loss_rec_all: 0.2388 (0.2474) loss_rec_sfr: 0.3080 (0.3470) loss_cl: -0.2789 (-0.2789) time: 0.7480 data: 0.0003 max mem: 29860 [12:54:16.027813] Epoch: [35] [ 160/2904] eta: 0:39:32 lr: 0.002103 loss: 0.2087 (0.2213) loss_rec_all: 0.2341 (0.2468) loss_rec_sfr: 0.3292 (0.3464) loss_cl: -0.2789 (-0.2789) time: 0.7470 data: 0.0002 max mem: 29860 [12:54:30.949604] Epoch: [35] [ 180/2904] eta: 0:38:39 lr: 0.002104 loss: 0.2121 (0.2206) loss_rec_all: 0.2375 (0.2461) loss_rec_sfr: 0.3111 (0.3444) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [12:54:45.866217] Epoch: [35] [ 200/2904] eta: 0:37:53 lr: 0.002104 loss: 0.2076 (0.2205) loss_rec_all: 0.2330 (0.2460) loss_rec_sfr: 0.2994 (0.3436) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [12:55:00.817914] Epoch: [35] [ 220/2904] eta: 0:37:14 lr: 0.002105 loss: 0.2107 (0.2209) loss_rec_all: 0.2362 (0.2463) loss_rec_sfr: 0.3389 (0.3452) loss_cl: -0.2781 (-0.2787) time: 0.7475 data: 0.0002 max mem: 29860 [12:55:15.735078] Epoch: [35] [ 240/2904] eta: 0:36:38 lr: 0.002105 loss: 0.2126 (0.2209) loss_rec_all: 0.2384 (0.2463) loss_rec_sfr: 0.3364 (0.3456) loss_cl: -0.2781 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [12:55:30.655479] Epoch: [35] [ 260/2904] eta: 0:36:06 lr: 0.002105 loss: 0.2099 (0.2207) loss_rec_all: 0.2356 (0.2462) loss_rec_sfr: 0.3040 (0.3448) loss_cl: -0.2793 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [12:55:45.573405] Epoch: [35] [ 280/2904] eta: 0:35:35 lr: 0.002106 loss: 0.2104 (0.2204) loss_rec_all: 0.2359 (0.2459) loss_rec_sfr: 0.2993 (0.3437) loss_cl: -0.2791 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [12:56:00.492412] Epoch: [35] [ 300/2904] eta: 0:35:07 lr: 0.002106 loss: 0.2156 (0.2208) loss_rec_all: 0.2416 (0.2463) loss_rec_sfr: 0.3109 (0.3435) loss_cl: -0.2793 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [12:56:15.410503] Epoch: [35] [ 320/2904] eta: 0:34:41 lr: 0.002107 loss: 0.2161 (0.2211) loss_rec_all: 0.2415 (0.2466) loss_rec_sfr: 0.3093 (0.3434) loss_cl: -0.2791 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [12:56:30.323924] Epoch: [35] [ 340/2904] eta: 0:34:16 lr: 0.002107 loss: 0.2090 (0.2212) loss_rec_all: 0.2347 (0.2467) loss_rec_sfr: 0.3082 (0.3438) loss_cl: -0.2790 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [12:56:45.239162] Epoch: [35] [ 360/2904] eta: 0:33:52 lr: 0.002107 loss: 0.2086 (0.2207) loss_rec_all: 0.2346 (0.2462) loss_rec_sfr: 0.3345 (0.3430) loss_cl: -0.2786 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [12:57:00.152409] Epoch: [35] [ 380/2904] eta: 0:33:29 lr: 0.002108 loss: 0.2114 (0.2207) loss_rec_all: 0.2372 (0.2462) loss_rec_sfr: 0.3093 (0.3429) loss_cl: -0.2787 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [12:57:15.070631] Epoch: [35] [ 400/2904] eta: 0:33:07 lr: 0.002108 loss: 0.2142 (0.2205) loss_rec_all: 0.2397 (0.2460) loss_rec_sfr: 0.3280 (0.3427) loss_cl: -0.2782 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [12:57:29.985860] Epoch: [35] [ 420/2904] eta: 0:32:45 lr: 0.002109 loss: 0.2145 (0.2210) loss_rec_all: 0.2398 (0.2464) loss_rec_sfr: 0.3577 (0.3441) loss_cl: -0.2788 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [12:57:44.895752] Epoch: [35] [ 440/2904] eta: 0:32:24 lr: 0.002109 loss: 0.2100 (0.2213) loss_rec_all: 0.2359 (0.2468) loss_rec_sfr: 0.3157 (0.3448) loss_cl: -0.2790 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [12:57:59.784401] Epoch: [35] [ 460/2904] eta: 0:32:04 lr: 0.002110 loss: 0.2127 (0.2215) loss_rec_all: 0.2382 (0.2469) loss_rec_sfr: 0.3401 (0.3457) loss_cl: -0.2790 (-0.2787) time: 0.7444 data: 0.0002 max mem: 29860 [12:58:14.691578] Epoch: [35] [ 480/2904] eta: 0:31:44 lr: 0.002110 loss: 0.2091 (0.2211) loss_rec_all: 0.2352 (0.2466) loss_rec_sfr: 0.2981 (0.3446) loss_cl: -0.2798 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [12:58:29.606053] Epoch: [35] [ 500/2904] eta: 0:31:24 lr: 0.002110 loss: 0.2067 (0.2209) loss_rec_all: 0.2324 (0.2464) loss_rec_sfr: 0.3170 (0.3441) loss_cl: -0.2783 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [12:58:44.516837] Epoch: [35] [ 520/2904] eta: 0:31:05 lr: 0.002111 loss: 0.2145 (0.2214) loss_rec_all: 0.2401 (0.2468) loss_rec_sfr: 0.3475 (0.3455) loss_cl: -0.2766 (-0.2786) time: 0.7455 data: 0.0002 max mem: 29860 [12:58:59.429675] Epoch: [35] [ 540/2904] eta: 0:30:46 lr: 0.002111 loss: 0.2110 (0.2214) loss_rec_all: 0.2367 (0.2468) loss_rec_sfr: 0.3413 (0.3459) loss_cl: -0.2779 (-0.2786) time: 0.7456 data: 0.0002 max mem: 29860 [12:59:14.342625] Epoch: [35] [ 560/2904] eta: 0:30:27 lr: 0.002112 loss: 0.2139 (0.2215) loss_rec_all: 0.2397 (0.2470) loss_rec_sfr: 0.3026 (0.3458) loss_cl: -0.2800 (-0.2786) time: 0.7456 data: 0.0002 max mem: 29860 [12:59:29.256754] Epoch: [35] [ 580/2904] eta: 0:30:09 lr: 0.002112 loss: 0.2149 (0.2217) loss_rec_all: 0.2406 (0.2471) loss_rec_sfr: 0.3108 (0.3463) loss_cl: -0.2789 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [12:59:44.175823] Epoch: [35] [ 600/2904] eta: 0:29:51 lr: 0.002112 loss: 0.2142 (0.2217) loss_rec_all: 0.2395 (0.2471) loss_rec_sfr: 0.3469 (0.3466) loss_cl: -0.2782 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [12:59:59.091897] Epoch: [35] [ 620/2904] eta: 0:29:33 lr: 0.002113 loss: 0.2124 (0.2217) loss_rec_all: 0.2377 (0.2471) loss_rec_sfr: 0.3095 (0.3468) loss_cl: -0.2787 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [13:00:14.013085] Epoch: [35] [ 640/2904] eta: 0:29:15 lr: 0.002113 loss: 0.2139 (0.2221) loss_rec_all: 0.2392 (0.2475) loss_rec_sfr: 0.3640 (0.3483) loss_cl: -0.2793 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [13:00:28.928793] Epoch: [35] [ 660/2904] eta: 0:28:58 lr: 0.002114 loss: 0.2122 (0.2222) loss_rec_all: 0.2376 (0.2476) loss_rec_sfr: 0.3461 (0.3487) loss_cl: -0.2789 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [13:00:43.844832] Epoch: [35] [ 680/2904] eta: 0:28:41 lr: 0.002114 loss: 0.2135 (0.2221) loss_rec_all: 0.2392 (0.2475) loss_rec_sfr: 0.3002 (0.3480) loss_cl: -0.2785 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [13:00:58.761733] Epoch: [35] [ 700/2904] eta: 0:28:23 lr: 0.002114 loss: 0.2142 (0.2219) loss_rec_all: 0.2400 (0.2474) loss_rec_sfr: 0.3146 (0.3472) loss_cl: -0.2788 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [13:01:13.680490] Epoch: [35] [ 720/2904] eta: 0:28:06 lr: 0.002115 loss: 0.2121 (0.2218) loss_rec_all: 0.2376 (0.2472) loss_rec_sfr: 0.3164 (0.3469) loss_cl: -0.2784 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [13:01:28.592273] Epoch: [35] [ 740/2904] eta: 0:27:49 lr: 0.002115 loss: 0.2170 (0.2219) loss_rec_all: 0.2427 (0.2473) loss_rec_sfr: 0.3185 (0.3472) loss_cl: -0.2784 (-0.2786) time: 0.7456 data: 0.0002 max mem: 29860 [13:01:43.510531] Epoch: [35] [ 760/2904] eta: 0:27:32 lr: 0.002116 loss: 0.2154 (0.2221) loss_rec_all: 0.2405 (0.2475) loss_rec_sfr: 0.3479 (0.3478) loss_cl: -0.2783 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [13:01:58.407812] Epoch: [35] [ 780/2904] eta: 0:27:15 lr: 0.002116 loss: 0.2183 (0.2225) loss_rec_all: 0.2440 (0.2479) loss_rec_sfr: 0.3421 (0.3484) loss_cl: -0.2781 (-0.2786) time: 0.7448 data: 0.0002 max mem: 29860 [13:02:13.298340] Epoch: [35] [ 800/2904] eta: 0:26:59 lr: 0.002117 loss: 0.2423 (0.2237) loss_rec_all: 0.2679 (0.2491) loss_rec_sfr: 0.3792 (0.3503) loss_cl: -0.2786 (-0.2786) time: 0.7445 data: 0.0002 max mem: 29860 [13:02:28.209549] Epoch: [35] [ 820/2904] eta: 0:26:42 lr: 0.002117 loss: 0.3187 (0.2258) loss_rec_all: 0.3430 (0.2512) loss_rec_sfr: 0.4463 (0.3526) loss_cl: -0.2766 (-0.2786) time: 0.7455 data: 0.0002 max mem: 29860 [13:02:43.123205] Epoch: [35] [ 840/2904] eta: 0:26:26 lr: 0.002117 loss: 0.2821 (0.2274) loss_rec_all: 0.3067 (0.2528) loss_rec_sfr: 0.4340 (0.3548) loss_cl: -0.2779 (-0.2786) time: 0.7456 data: 0.0002 max mem: 29860 [13:02:58.033723] Epoch: [35] [ 860/2904] eta: 0:26:09 lr: 0.002118 loss: 0.2589 (0.2284) loss_rec_all: 0.2840 (0.2537) loss_rec_sfr: 0.3690 (0.3559) loss_cl: -0.2792 (-0.2786) time: 0.7455 data: 0.0002 max mem: 29860 [13:03:12.946178] Epoch: [35] [ 880/2904] eta: 0:25:53 lr: 0.002118 loss: 0.2431 (0.2288) loss_rec_all: 0.2685 (0.2541) loss_rec_sfr: 0.3633 (0.3564) loss_cl: -0.2769 (-0.2785) time: 0.7456 data: 0.0002 max mem: 29860 [13:03:27.861634] Epoch: [35] [ 900/2904] eta: 0:25:36 lr: 0.002119 loss: 0.2272 (0.2290) loss_rec_all: 0.2527 (0.2543) loss_rec_sfr: 0.3310 (0.3564) loss_cl: -0.2786 (-0.2785) time: 0.7457 data: 0.0002 max mem: 29860 [13:03:42.776334] Epoch: [35] [ 920/2904] eta: 0:25:20 lr: 0.002119 loss: 0.2276 (0.2291) loss_rec_all: 0.2534 (0.2545) loss_rec_sfr: 0.3398 (0.3566) loss_cl: -0.2787 (-0.2785) time: 0.7457 data: 0.0002 max mem: 29860 [13:03:57.687245] Epoch: [35] [ 940/2904] eta: 0:25:04 lr: 0.002119 loss: 0.2201 (0.2292) loss_rec_all: 0.2460 (0.2545) loss_rec_sfr: 0.3123 (0.3566) loss_cl: -0.2783 (-0.2785) time: 0.7455 data: 0.0002 max mem: 29860 [13:04:12.596578] Epoch: [35] [ 960/2904] eta: 0:24:48 lr: 0.002120 loss: 0.2141 (0.2289) loss_rec_all: 0.2399 (0.2543) loss_rec_sfr: 0.3131 (0.3559) loss_cl: -0.2788 (-0.2785) time: 0.7454 data: 0.0002 max mem: 29860 [13:04:27.507038] Epoch: [35] [ 980/2904] eta: 0:24:32 lr: 0.002120 loss: 0.2138 (0.2288) loss_rec_all: 0.2391 (0.2542) loss_rec_sfr: 0.3276 (0.3558) loss_cl: -0.2798 (-0.2785) time: 0.7455 data: 0.0002 max mem: 29860 [13:04:42.420258] Epoch: [35] [1000/2904] eta: 0:24:16 lr: 0.002121 loss: 0.2135 (0.2287) loss_rec_all: 0.2393 (0.2541) loss_rec_sfr: 0.3433 (0.3558) loss_cl: -0.2788 (-0.2785) time: 0.7456 data: 0.0002 max mem: 29860 [13:04:57.335184] Epoch: [35] [1020/2904] eta: 0:24:00 lr: 0.002121 loss: 0.2171 (0.2286) loss_rec_all: 0.2430 (0.2539) loss_rec_sfr: 0.3046 (0.3552) loss_cl: -0.2783 (-0.2785) time: 0.7457 data: 0.0002 max mem: 29860 [13:05:12.251436] Epoch: [35] [1040/2904] eta: 0:23:44 lr: 0.002121 loss: 0.2112 (0.2285) loss_rec_all: 0.2366 (0.2538) loss_rec_sfr: 0.3144 (0.3551) loss_cl: -0.2787 (-0.2785) time: 0.7458 data: 0.0002 max mem: 29860 [13:05:27.161836] Epoch: [35] [1060/2904] eta: 0:23:28 lr: 0.002122 loss: 0.2098 (0.2282) loss_rec_all: 0.2356 (0.2536) loss_rec_sfr: 0.3046 (0.3544) loss_cl: -0.2785 (-0.2785) time: 0.7455 data: 0.0002 max mem: 29860 [13:05:42.072451] Epoch: [35] [1080/2904] eta: 0:23:12 lr: 0.002122 loss: 0.2102 (0.2279) loss_rec_all: 0.2358 (0.2532) loss_rec_sfr: 0.3106 (0.3538) loss_cl: -0.2789 (-0.2785) time: 0.7455 data: 0.0002 max mem: 29860 [13:05:56.991381] Epoch: [35] [1100/2904] eta: 0:22:56 lr: 0.002123 loss: 0.2117 (0.2276) loss_rec_all: 0.2374 (0.2530) loss_rec_sfr: 0.3145 (0.3532) loss_cl: -0.2803 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [13:06:11.909835] Epoch: [35] [1120/2904] eta: 0:22:40 lr: 0.002123 loss: 0.2119 (0.2274) loss_rec_all: 0.2377 (0.2528) loss_rec_sfr: 0.3401 (0.3530) loss_cl: -0.2790 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [13:06:26.826059] Epoch: [35] [1140/2904] eta: 0:22:24 lr: 0.002124 loss: 0.2089 (0.2273) loss_rec_all: 0.2348 (0.2527) loss_rec_sfr: 0.3077 (0.3528) loss_cl: -0.2786 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [13:06:41.738458] Epoch: [35] [1160/2904] eta: 0:22:09 lr: 0.002124 loss: 0.2113 (0.2271) loss_rec_all: 0.2372 (0.2525) loss_rec_sfr: 0.3121 (0.3524) loss_cl: -0.2816 (-0.2786) time: 0.7456 data: 0.0002 max mem: 29860 [13:06:56.655045] Epoch: [35] [1180/2904] eta: 0:21:53 lr: 0.002124 loss: 0.2119 (0.2269) loss_rec_all: 0.2373 (0.2523) loss_rec_sfr: 0.3252 (0.3521) loss_cl: -0.2800 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [13:07:11.572694] Epoch: [35] [1200/2904] eta: 0:21:37 lr: 0.002125 loss: 0.2175 (0.2271) loss_rec_all: 0.2429 (0.2525) loss_rec_sfr: 0.3593 (0.3527) loss_cl: -0.2767 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [13:07:26.495184] Epoch: [35] [1220/2904] eta: 0:21:22 lr: 0.002125 loss: 0.2176 (0.2271) loss_rec_all: 0.2428 (0.2525) loss_rec_sfr: 0.3430 (0.3528) loss_cl: -0.2775 (-0.2785) time: 0.7461 data: 0.0002 max mem: 29860 [13:07:41.412384] Epoch: [35] [1240/2904] eta: 0:21:06 lr: 0.002126 loss: 0.2071 (0.2271) loss_rec_all: 0.2332 (0.2525) loss_rec_sfr: 0.3419 (0.3530) loss_cl: -0.2799 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [13:07:56.325869] Epoch: [35] [1260/2904] eta: 0:20:50 lr: 0.002126 loss: 0.2139 (0.2270) loss_rec_all: 0.2397 (0.2524) loss_rec_sfr: 0.3445 (0.3531) loss_cl: -0.2793 (-0.2786) time: 0.7456 data: 0.0002 max mem: 29860 [13:08:11.240947] Epoch: [35] [1280/2904] eta: 0:20:35 lr: 0.002126 loss: 0.2122 (0.2270) loss_rec_all: 0.2380 (0.2524) loss_rec_sfr: 0.3146 (0.3529) loss_cl: -0.2786 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [13:08:26.158482] Epoch: [35] [1300/2904] eta: 0:20:19 lr: 0.002127 loss: 0.2136 (0.2268) loss_rec_all: 0.2391 (0.2522) loss_rec_sfr: 0.3008 (0.3524) loss_cl: -0.2791 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [13:08:41.074973] Epoch: [35] [1320/2904] eta: 0:20:04 lr: 0.002127 loss: 0.2126 (0.2267) loss_rec_all: 0.2381 (0.2521) loss_rec_sfr: 0.3102 (0.3524) loss_cl: -0.2785 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [13:08:55.987669] Epoch: [35] [1340/2904] eta: 0:19:48 lr: 0.002128 loss: 0.2093 (0.2266) loss_rec_all: 0.2346 (0.2519) loss_rec_sfr: 0.3402 (0.3523) loss_cl: -0.2785 (-0.2786) time: 0.7456 data: 0.0002 max mem: 29860 [13:09:10.906054] Epoch: [35] [1360/2904] eta: 0:19:33 lr: 0.002128 loss: 0.2173 (0.2266) loss_rec_all: 0.2429 (0.2520) loss_rec_sfr: 0.3501 (0.3525) loss_cl: -0.2783 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [13:09:25.821478] Epoch: [35] [1380/2904] eta: 0:19:17 lr: 0.002129 loss: 0.2124 (0.2266) loss_rec_all: 0.2379 (0.2520) loss_rec_sfr: 0.3372 (0.3527) loss_cl: -0.2796 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [13:09:40.734273] Epoch: [35] [1400/2904] eta: 0:19:02 lr: 0.002129 loss: 0.2140 (0.2267) loss_rec_all: 0.2395 (0.2521) loss_rec_sfr: 0.3184 (0.3531) loss_cl: -0.2786 (-0.2786) time: 0.7456 data: 0.0002 max mem: 29860 [13:09:55.653443] Epoch: [35] [1420/2904] eta: 0:18:46 lr: 0.002129 loss: 0.2085 (0.2266) loss_rec_all: 0.2342 (0.2519) loss_rec_sfr: 0.3407 (0.3529) loss_cl: -0.2794 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [13:10:10.563156] Epoch: [35] [1440/2904] eta: 0:18:31 lr: 0.002130 loss: 0.2180 (0.2265) loss_rec_all: 0.2437 (0.2519) loss_rec_sfr: 0.3091 (0.3527) loss_cl: -0.2783 (-0.2786) time: 0.7454 data: 0.0002 max mem: 29860 [13:10:25.476614] Epoch: [35] [1460/2904] eta: 0:18:15 lr: 0.002130 loss: 0.2134 (0.2264) loss_rec_all: 0.2392 (0.2518) loss_rec_sfr: 0.3592 (0.3528) loss_cl: -0.2785 (-0.2786) time: 0.7456 data: 0.0002 max mem: 29860 [13:10:40.388078] Epoch: [35] [1480/2904] eta: 0:18:00 lr: 0.002131 loss: 0.2122 (0.2263) loss_rec_all: 0.2380 (0.2517) loss_rec_sfr: 0.3091 (0.3525) loss_cl: -0.2793 (-0.2786) time: 0.7455 data: 0.0002 max mem: 29860 [13:10:55.300977] Epoch: [35] [1500/2904] eta: 0:17:44 lr: 0.002131 loss: 0.2113 (0.2263) loss_rec_all: 0.2372 (0.2517) loss_rec_sfr: 0.3127 (0.3526) loss_cl: -0.2790 (-0.2786) time: 0.7456 data: 0.0002 max mem: 29860 [13:11:10.217421] Epoch: [35] [1520/2904] eta: 0:17:29 lr: 0.002131 loss: 0.2139 (0.2263) loss_rec_all: 0.2397 (0.2517) loss_rec_sfr: 0.3065 (0.3526) loss_cl: -0.2788 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [13:11:25.130624] Epoch: [35] [1540/2904] eta: 0:17:14 lr: 0.002132 loss: 0.2117 (0.2261) loss_rec_all: 0.2370 (0.2515) loss_rec_sfr: 0.3162 (0.3523) loss_cl: -0.2792 (-0.2786) time: 0.7456 data: 0.0002 max mem: 29860 [13:11:40.047596] Epoch: [35] [1560/2904] eta: 0:16:58 lr: 0.002132 loss: 0.2117 (0.2260) loss_rec_all: 0.2377 (0.2514) loss_rec_sfr: 0.2995 (0.3522) loss_cl: -0.2780 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [13:11:54.963805] Epoch: [35] [1580/2904] eta: 0:16:43 lr: 0.002133 loss: 0.2112 (0.2259) loss_rec_all: 0.2373 (0.2513) loss_rec_sfr: 0.3153 (0.3521) loss_cl: -0.2783 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [13:12:09.891696] Epoch: [35] [1600/2904] eta: 0:16:27 lr: 0.002133 loss: 0.2114 (0.2259) loss_rec_all: 0.2367 (0.2513) loss_rec_sfr: 0.3175 (0.3520) loss_cl: -0.2781 (-0.2786) time: 0.7464 data: 0.0002 max mem: 29860 [13:12:24.808192] Epoch: [35] [1620/2904] eta: 0:16:12 lr: 0.002133 loss: 0.2134 (0.2259) loss_rec_all: 0.2387 (0.2513) loss_rec_sfr: 0.3422 (0.3523) loss_cl: -0.2791 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [13:12:39.720501] Epoch: [35] [1640/2904] eta: 0:15:57 lr: 0.002134 loss: 0.2173 (0.2260) loss_rec_all: 0.2428 (0.2514) loss_rec_sfr: 0.3450 (0.3527) loss_cl: -0.2792 (-0.2786) time: 0.7456 data: 0.0002 max mem: 29860 [13:12:54.635615] Epoch: [35] [1660/2904] eta: 0:15:41 lr: 0.002134 loss: 0.2095 (0.2259) loss_rec_all: 0.2352 (0.2513) loss_rec_sfr: 0.3098 (0.3524) loss_cl: -0.2791 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [13:13:09.548044] Epoch: [35] [1680/2904] eta: 0:15:26 lr: 0.002135 loss: 0.2150 (0.2258) loss_rec_all: 0.2408 (0.2512) loss_rec_sfr: 0.3065 (0.3521) loss_cl: -0.2773 (-0.2786) time: 0.7456 data: 0.0002 max mem: 29860 [13:13:24.467941] Epoch: [35] [1700/2904] eta: 0:15:11 lr: 0.002135 loss: 0.2082 (0.2257) loss_rec_all: 0.2331 (0.2511) loss_rec_sfr: 0.3025 (0.3518) loss_cl: -0.2785 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [13:13:39.385674] Epoch: [35] [1720/2904] eta: 0:14:56 lr: 0.002136 loss: 0.2114 (0.2256) loss_rec_all: 0.2369 (0.2510) loss_rec_sfr: 0.3068 (0.3516) loss_cl: -0.2792 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [13:13:54.295316] Epoch: [35] [1740/2904] eta: 0:14:40 lr: 0.002136 loss: 0.2122 (0.2256) loss_rec_all: 0.2380 (0.2510) loss_rec_sfr: 0.3413 (0.3518) loss_cl: -0.2793 (-0.2786) time: 0.7454 data: 0.0002 max mem: 29860 [13:14:09.206471] Epoch: [35] [1760/2904] eta: 0:14:25 lr: 0.002136 loss: 0.2161 (0.2256) loss_rec_all: 0.2415 (0.2510) loss_rec_sfr: 0.3342 (0.3519) loss_cl: -0.2783 (-0.2786) time: 0.7455 data: 0.0002 max mem: 29860 [13:14:24.119303] Epoch: [35] [1780/2904] eta: 0:14:10 lr: 0.002137 loss: 0.2105 (0.2255) loss_rec_all: 0.2361 (0.2509) loss_rec_sfr: 0.3173 (0.3518) loss_cl: -0.2796 (-0.2786) time: 0.7456 data: 0.0002 max mem: 29860 [13:14:39.036251] Epoch: [35] [1800/2904] eta: 0:13:54 lr: 0.002137 loss: 0.2121 (0.2254) loss_rec_all: 0.2376 (0.2508) loss_rec_sfr: 0.3061 (0.3514) loss_cl: -0.2791 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [13:14:53.956428] Epoch: [35] [1820/2904] eta: 0:13:39 lr: 0.002138 loss: 0.2102 (0.2254) loss_rec_all: 0.2356 (0.2508) loss_rec_sfr: 0.3062 (0.3513) loss_cl: -0.2795 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [13:15:08.876247] Epoch: [35] [1840/2904] eta: 0:13:24 lr: 0.002138 loss: 0.2133 (0.2254) loss_rec_all: 0.2387 (0.2508) loss_rec_sfr: 0.3623 (0.3516) loss_cl: -0.2780 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [13:15:23.794794] Epoch: [35] [1860/2904] eta: 0:13:09 lr: 0.002138 loss: 0.2137 (0.2253) loss_rec_all: 0.2391 (0.2507) loss_rec_sfr: 0.3293 (0.3515) loss_cl: -0.2780 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [13:15:38.709746] Epoch: [35] [1880/2904] eta: 0:12:54 lr: 0.002139 loss: 0.2093 (0.2252) loss_rec_all: 0.2349 (0.2506) loss_rec_sfr: 0.3009 (0.3510) loss_cl: -0.2790 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [13:15:53.656064] Epoch: [35] [1900/2904] eta: 0:12:38 lr: 0.002139 loss: 0.2090 (0.2250) loss_rec_all: 0.2349 (0.2504) loss_rec_sfr: 0.3169 (0.3507) loss_cl: -0.2795 (-0.2786) time: 0.7473 data: 0.0002 max mem: 29860 [13:16:08.613191] Epoch: [35] [1920/2904] eta: 0:12:23 lr: 0.002140 loss: 0.2105 (0.2250) loss_rec_all: 0.2365 (0.2504) loss_rec_sfr: 0.3047 (0.3507) loss_cl: -0.2782 (-0.2786) time: 0.7478 data: 0.0002 max mem: 29860 [13:16:23.592959] Epoch: [35] [1940/2904] eta: 0:12:08 lr: 0.002140 loss: 0.2119 (0.2250) loss_rec_all: 0.2376 (0.2504) loss_rec_sfr: 0.3072 (0.3507) loss_cl: -0.2794 (-0.2786) time: 0.7489 data: 0.0003 max mem: 29860 [13:16:38.585113] Epoch: [35] [1960/2904] eta: 0:11:53 lr: 0.002140 loss: 0.2127 (0.2250) loss_rec_all: 0.2385 (0.2504) loss_rec_sfr: 0.3080 (0.3505) loss_cl: -0.2797 (-0.2786) time: 0.7496 data: 0.0002 max mem: 29860 [13:16:53.558009] Epoch: [35] [1980/2904] eta: 0:11:38 lr: 0.002141 loss: 0.2164 (0.2250) loss_rec_all: 0.2423 (0.2504) loss_rec_sfr: 0.3233 (0.3505) loss_cl: -0.2792 (-0.2786) time: 0.7486 data: 0.0002 max mem: 29860 [13:17:08.538841] Epoch: [35] [2000/2904] eta: 0:11:22 lr: 0.002141 loss: 0.2090 (0.2250) loss_rec_all: 0.2343 (0.2504) loss_rec_sfr: 0.3284 (0.3504) loss_cl: -0.2786 (-0.2786) time: 0.7490 data: 0.0002 max mem: 29860 [13:17:23.523356] Epoch: [35] [2020/2904] eta: 0:11:07 lr: 0.002142 loss: 0.2135 (0.2250) loss_rec_all: 0.2390 (0.2504) loss_rec_sfr: 0.3470 (0.3507) loss_cl: -0.2784 (-0.2786) time: 0.7492 data: 0.0003 max mem: 29860 [13:17:38.509406] Epoch: [35] [2040/2904] eta: 0:10:52 lr: 0.002142 loss: 0.2127 (0.2250) loss_rec_all: 0.2385 (0.2504) loss_rec_sfr: 0.3437 (0.3507) loss_cl: -0.2783 (-0.2786) time: 0.7493 data: 0.0003 max mem: 29860 [13:17:53.474025] Epoch: [35] [2060/2904] eta: 0:10:37 lr: 0.002143 loss: 0.2118 (0.2249) loss_rec_all: 0.2371 (0.2503) loss_rec_sfr: 0.3031 (0.3506) loss_cl: -0.2784 (-0.2786) time: 0.7482 data: 0.0002 max mem: 29860 [13:18:08.474762] Epoch: [35] [2080/2904] eta: 0:10:22 lr: 0.002143 loss: 0.2115 (0.2250) loss_rec_all: 0.2374 (0.2504) loss_rec_sfr: 0.3517 (0.3508) loss_cl: -0.2791 (-0.2786) time: 0.7500 data: 0.0003 max mem: 29860 [13:18:23.464279] Epoch: [35] [2100/2904] eta: 0:10:07 lr: 0.002143 loss: 0.2158 (0.2249) loss_rec_all: 0.2417 (0.2504) loss_rec_sfr: 0.3581 (0.3510) loss_cl: -0.2800 (-0.2786) time: 0.7494 data: 0.0003 max mem: 29860 [13:18:38.435972] Epoch: [35] [2120/2904] eta: 0:09:51 lr: 0.002144 loss: 0.2211 (0.2250) loss_rec_all: 0.2466 (0.2504) loss_rec_sfr: 0.3167 (0.3510) loss_cl: -0.2787 (-0.2786) time: 0.7485 data: 0.0003 max mem: 29860 [13:18:53.448643] Epoch: [35] [2140/2904] eta: 0:09:36 lr: 0.002144 loss: 0.2140 (0.2250) loss_rec_all: 0.2399 (0.2504) loss_rec_sfr: 0.3459 (0.3511) loss_cl: -0.2773 (-0.2786) time: 0.7506 data: 0.0003 max mem: 29860 [13:19:08.470756] Epoch: [35] [2160/2904] eta: 0:09:21 lr: 0.002145 loss: 0.2107 (0.2249) loss_rec_all: 0.2366 (0.2504) loss_rec_sfr: 0.3373 (0.3510) loss_cl: -0.2780 (-0.2786) time: 0.7510 data: 0.0003 max mem: 29860 [13:19:23.470589] Epoch: [35] [2180/2904] eta: 0:09:06 lr: 0.002145 loss: 0.2177 (0.2249) loss_rec_all: 0.2434 (0.2503) loss_rec_sfr: 0.3226 (0.3510) loss_cl: -0.2792 (-0.2786) time: 0.7499 data: 0.0002 max mem: 29860 [13:19:38.456713] Epoch: [35] [2200/2904] eta: 0:08:51 lr: 0.002145 loss: 0.2098 (0.2249) loss_rec_all: 0.2352 (0.2503) loss_rec_sfr: 0.3068 (0.3507) loss_cl: -0.2798 (-0.2786) time: 0.7492 data: 0.0003 max mem: 29860 [13:19:53.468114] Epoch: [35] [2220/2904] eta: 0:08:36 lr: 0.002146 loss: 0.2098 (0.2248) loss_rec_all: 0.2351 (0.2502) loss_rec_sfr: 0.3495 (0.3508) loss_cl: -0.2785 (-0.2786) time: 0.7505 data: 0.0003 max mem: 29860 [13:20:08.454530] Epoch: [35] [2240/2904] eta: 0:08:21 lr: 0.002146 loss: 0.2146 (0.2249) loss_rec_all: 0.2398 (0.2503) loss_rec_sfr: 0.3483 (0.3510) loss_cl: -0.2775 (-0.2786) time: 0.7492 data: 0.0003 max mem: 29860 [13:20:23.437214] Epoch: [35] [2260/2904] eta: 0:08:06 lr: 0.002147 loss: 0.2147 (0.2249) loss_rec_all: 0.2403 (0.2503) loss_rec_sfr: 0.3058 (0.3510) loss_cl: -0.2781 (-0.2786) time: 0.7491 data: 0.0003 max mem: 29860 [13:20:38.426363] Epoch: [35] [2280/2904] eta: 0:07:50 lr: 0.002147 loss: 0.2108 (0.2248) loss_rec_all: 0.2363 (0.2502) loss_rec_sfr: 0.3329 (0.3510) loss_cl: -0.2789 (-0.2786) time: 0.7494 data: 0.0003 max mem: 29860 [13:20:53.420812] Epoch: [35] [2300/2904] eta: 0:07:35 lr: 0.002148 loss: 0.2109 (0.2248) loss_rec_all: 0.2369 (0.2502) loss_rec_sfr: 0.3075 (0.3509) loss_cl: -0.2785 (-0.2786) time: 0.7497 data: 0.0002 max mem: 29860 [13:21:08.431457] Epoch: [35] [2320/2904] eta: 0:07:20 lr: 0.002148 loss: 0.2160 (0.2248) loss_rec_all: 0.2416 (0.2502) loss_rec_sfr: 0.3097 (0.3508) loss_cl: -0.2782 (-0.2786) time: 0.7505 data: 0.0003 max mem: 29860 [13:21:23.411235] Epoch: [35] [2340/2904] eta: 0:07:05 lr: 0.002148 loss: 0.2162 (0.2248) loss_rec_all: 0.2415 (0.2502) loss_rec_sfr: 0.3172 (0.3509) loss_cl: -0.2787 (-0.2786) time: 0.7489 data: 0.0003 max mem: 29860 [13:21:38.368764] Epoch: [35] [2360/2904] eta: 0:06:50 lr: 0.002149 loss: 0.2124 (0.2248) loss_rec_all: 0.2384 (0.2502) loss_rec_sfr: 0.3091 (0.3509) loss_cl: -0.2789 (-0.2786) time: 0.7478 data: 0.0002 max mem: 29860 [13:21:53.290169] Epoch: [35] [2380/2904] eta: 0:06:35 lr: 0.002149 loss: 0.2109 (0.2248) loss_rec_all: 0.2367 (0.2502) loss_rec_sfr: 0.3017 (0.3507) loss_cl: -0.2789 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [13:22:08.223652] Epoch: [35] [2400/2904] eta: 0:06:20 lr: 0.002150 loss: 0.2124 (0.2247) loss_rec_all: 0.2379 (0.2501) loss_rec_sfr: 0.3140 (0.3506) loss_cl: -0.2792 (-0.2786) time: 0.7466 data: 0.0002 max mem: 29860 [13:22:23.178026] Epoch: [35] [2420/2904] eta: 0:06:05 lr: 0.002150 loss: 0.2132 (0.2247) loss_rec_all: 0.2389 (0.2501) loss_rec_sfr: 0.3130 (0.3505) loss_cl: -0.2796 (-0.2786) time: 0.7477 data: 0.0002 max mem: 29860 [13:22:38.130022] Epoch: [35] [2440/2904] eta: 0:05:49 lr: 0.002150 loss: 0.2160 (0.2247) loss_rec_all: 0.2414 (0.2501) loss_rec_sfr: 0.3115 (0.3505) loss_cl: -0.2789 (-0.2786) time: 0.7476 data: 0.0002 max mem: 29860 [13:22:53.075790] Epoch: [35] [2460/2904] eta: 0:05:34 lr: 0.002151 loss: 0.2073 (0.2246) loss_rec_all: 0.2327 (0.2500) loss_rec_sfr: 0.3040 (0.3503) loss_cl: -0.2780 (-0.2786) time: 0.7472 data: 0.0002 max mem: 29860 [13:23:08.023182] Epoch: [35] [2480/2904] eta: 0:05:19 lr: 0.002151 loss: 0.2142 (0.2246) loss_rec_all: 0.2395 (0.2500) loss_rec_sfr: 0.3391 (0.3503) loss_cl: -0.2783 (-0.2786) time: 0.7473 data: 0.0002 max mem: 29860 [13:23:22.978946] Epoch: [35] [2500/2904] eta: 0:05:04 lr: 0.002152 loss: 0.2152 (0.2245) loss_rec_all: 0.2407 (0.2500) loss_rec_sfr: 0.3099 (0.3503) loss_cl: -0.2797 (-0.2786) time: 0.7477 data: 0.0002 max mem: 29860 [13:23:37.932606] Epoch: [35] [2520/2904] eta: 0:04:49 lr: 0.002152 loss: 0.2132 (0.2245) loss_rec_all: 0.2387 (0.2499) loss_rec_sfr: 0.3042 (0.3501) loss_cl: -0.2797 (-0.2786) time: 0.7476 data: 0.0002 max mem: 29860 [13:23:52.896973] Epoch: [35] [2540/2904] eta: 0:04:34 lr: 0.002152 loss: 0.2127 (0.2244) loss_rec_all: 0.2387 (0.2499) loss_rec_sfr: 0.3062 (0.3500) loss_cl: -0.2782 (-0.2786) time: 0.7482 data: 0.0002 max mem: 29860 [13:24:07.852570] Epoch: [35] [2560/2904] eta: 0:04:19 lr: 0.002153 loss: 0.2185 (0.2245) loss_rec_all: 0.2436 (0.2499) loss_rec_sfr: 0.3120 (0.3500) loss_cl: -0.2779 (-0.2786) time: 0.7477 data: 0.0002 max mem: 29860 [13:24:22.802808] Epoch: [35] [2580/2904] eta: 0:04:04 lr: 0.002153 loss: 0.2120 (0.2245) loss_rec_all: 0.2374 (0.2499) loss_rec_sfr: 0.3475 (0.3500) loss_cl: -0.2795 (-0.2786) time: 0.7475 data: 0.0002 max mem: 29860 [13:24:37.753520] Epoch: [35] [2600/2904] eta: 0:03:49 lr: 0.002154 loss: 0.2173 (0.2245) loss_rec_all: 0.2431 (0.2499) loss_rec_sfr: 0.3548 (0.3502) loss_cl: -0.2792 (-0.2786) time: 0.7475 data: 0.0002 max mem: 29860 [13:24:52.705598] Epoch: [35] [2620/2904] eta: 0:03:34 lr: 0.002154 loss: 0.2119 (0.2244) loss_rec_all: 0.2372 (0.2498) loss_rec_sfr: 0.3101 (0.3501) loss_cl: -0.2792 (-0.2786) time: 0.7476 data: 0.0002 max mem: 29860 [13:25:07.666890] Epoch: [35] [2640/2904] eta: 0:03:18 lr: 0.002155 loss: 0.2113 (0.2244) loss_rec_all: 0.2367 (0.2498) loss_rec_sfr: 0.3487 (0.3501) loss_cl: -0.2787 (-0.2786) time: 0.7480 data: 0.0002 max mem: 29860 [13:25:22.613151] Epoch: [35] [2660/2904] eta: 0:03:03 lr: 0.002155 loss: 0.2103 (0.2243) loss_rec_all: 0.2355 (0.2497) loss_rec_sfr: 0.3442 (0.3501) loss_cl: -0.2783 (-0.2786) time: 0.7473 data: 0.0002 max mem: 29860 [13:25:37.554872] Epoch: [35] [2680/2904] eta: 0:02:48 lr: 0.002155 loss: 0.2118 (0.2243) loss_rec_all: 0.2377 (0.2497) loss_rec_sfr: 0.3081 (0.3500) loss_cl: -0.2789 (-0.2786) time: 0.7470 data: 0.0002 max mem: 29860 [13:25:52.481520] Epoch: [35] [2700/2904] eta: 0:02:33 lr: 0.002156 loss: 0.2143 (0.2243) loss_rec_all: 0.2401 (0.2497) loss_rec_sfr: 0.3321 (0.3501) loss_cl: -0.2784 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [13:26:07.413386] Epoch: [35] [2720/2904] eta: 0:02:18 lr: 0.002156 loss: 0.2094 (0.2242) loss_rec_all: 0.2346 (0.2497) loss_rec_sfr: 0.3010 (0.3500) loss_cl: -0.2778 (-0.2786) time: 0.7466 data: 0.0002 max mem: 29860 [13:26:22.341292] Epoch: [35] [2740/2904] eta: 0:02:03 lr: 0.002157 loss: 0.2179 (0.2243) loss_rec_all: 0.2438 (0.2497) loss_rec_sfr: 0.3543 (0.3502) loss_cl: -0.2790 (-0.2786) time: 0.7464 data: 0.0002 max mem: 29860 [13:26:37.270382] Epoch: [35] [2760/2904] eta: 0:01:48 lr: 0.002157 loss: 0.2123 (0.2243) loss_rec_all: 0.2375 (0.2497) loss_rec_sfr: 0.3526 (0.3502) loss_cl: -0.2787 (-0.2786) time: 0.7464 data: 0.0002 max mem: 29860 [13:26:52.199795] Epoch: [35] [2780/2904] eta: 0:01:33 lr: 0.002157 loss: 0.2113 (0.2244) loss_rec_all: 0.2370 (0.2498) loss_rec_sfr: 0.3568 (0.3506) loss_cl: -0.2785 (-0.2786) time: 0.7464 data: 0.0002 max mem: 29860 [13:27:07.122877] Epoch: [35] [2800/2904] eta: 0:01:18 lr: 0.002158 loss: 0.2209 (0.2244) loss_rec_all: 0.2468 (0.2498) loss_rec_sfr: 0.3469 (0.3509) loss_cl: -0.2789 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [13:27:22.051766] Epoch: [35] [2820/2904] eta: 0:01:03 lr: 0.002158 loss: 0.2135 (0.2244) loss_rec_all: 0.2390 (0.2498) loss_rec_sfr: 0.3143 (0.3508) loss_cl: -0.2786 (-0.2786) time: 0.7464 data: 0.0002 max mem: 29860 [13:27:37.007919] Epoch: [35] [2840/2904] eta: 0:00:48 lr: 0.002159 loss: 0.2107 (0.2244) loss_rec_all: 0.2365 (0.2498) loss_rec_sfr: 0.3130 (0.3507) loss_cl: -0.2784 (-0.2786) time: 0.7478 data: 0.0023 max mem: 29860 [13:27:51.917624] Epoch: [35] [2860/2904] eta: 0:00:33 lr: 0.002159 loss: 0.2129 (0.2243) loss_rec_all: 0.2388 (0.2498) loss_rec_sfr: 0.3053 (0.3506) loss_cl: -0.2793 (-0.2786) time: 0.7454 data: 0.0001 max mem: 29860 [13:28:06.824816] Epoch: [35] [2880/2904] eta: 0:00:18 lr: 0.002160 loss: 0.2164 (0.2244) loss_rec_all: 0.2416 (0.2498) loss_rec_sfr: 0.3488 (0.3507) loss_cl: -0.2779 (-0.2786) time: 0.7453 data: 0.0001 max mem: 29860 [13:28:21.732538] Epoch: [35] [2900/2904] eta: 0:00:03 lr: 0.002160 loss: 0.2173 (0.2244) loss_rec_all: 0.2431 (0.2498) loss_rec_sfr: 0.3127 (0.3507) loss_cl: -0.2784 (-0.2786) time: 0.7453 data: 0.0001 max mem: 29860 [13:28:23.977415] Epoch: [35] [2903/2904] eta: 0:00:00 lr: 0.002160 loss: 0.2280 (0.2244) loss_rec_all: 0.2537 (0.2498) loss_rec_sfr: 0.3127 (0.3508) loss_cl: -0.2780 (-0.2786) time: 0.7455 data: 0.0001 max mem: 29860 [13:28:26.069429] Epoch: [35] Total time: 0:36:29 (0.7539 s / it) [13:28:26.085004] Averaged stats: lr: 0.002160 loss: 0.2280 (0.2275) loss_rec_all: 0.2537 (0.2505) loss_rec_sfr: 0.3127 (0.3527) loss_cl: -0.2780 (-0.2552) [13:28:26.091248] log_dir: ./checkpoint/VF2_ViT-B [13:28:42.751646] Epoch: [36] [ 0/2904] eta: 13:26:18 lr: 0.002160 loss: 0.2648 (0.2648) loss_rec_all: 0.2890 (0.2890) loss_rec_sfr: 0.4889 (0.4889) loss_cl: -0.2770 (-0.2770) time: 16.6593 data: 11.0680 max mem: 29860 [13:28:59.980862] Epoch: [36] [ 20/2904] eta: 1:17:33 lr: 0.002160 loss: 0.2114 (0.2191) loss_rec_all: 0.2371 (0.2446) loss_rec_sfr: 0.3096 (0.3359) loss_cl: -0.2786 (-0.2780) time: 0.8614 data: 0.0709 max mem: 29860 [13:29:14.861715] Epoch: [36] [ 40/2904] eta: 0:56:46 lr: 0.002161 loss: 0.2083 (0.2208) loss_rec_all: 0.2341 (0.2463) loss_rec_sfr: 0.3069 (0.3426) loss_cl: -0.2793 (-0.2786) time: 0.7440 data: 0.0002 max mem: 29860 [13:29:29.757578] Epoch: [36] [ 60/2904] eta: 0:49:28 lr: 0.002161 loss: 0.2138 (0.2204) loss_rec_all: 0.2393 (0.2459) loss_rec_sfr: 0.3092 (0.3412) loss_cl: -0.2796 (-0.2789) time: 0.7448 data: 0.0002 max mem: 29860 [13:29:44.672251] Epoch: [36] [ 80/2904] eta: 0:45:39 lr: 0.002162 loss: 0.2108 (0.2211) loss_rec_all: 0.2369 (0.2465) loss_rec_sfr: 0.3320 (0.3467) loss_cl: -0.2792 (-0.2790) time: 0.7457 data: 0.0002 max mem: 29860 [13:29:59.590491] Epoch: [36] [ 100/2904] eta: 0:43:15 lr: 0.002162 loss: 0.2128 (0.2247) loss_rec_all: 0.2380 (0.2501) loss_rec_sfr: 0.3545 (0.3564) loss_cl: -0.2784 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [13:30:14.516009] Epoch: [36] [ 120/2904] eta: 0:41:34 lr: 0.002162 loss: 0.2131 (0.2243) loss_rec_all: 0.2383 (0.2497) loss_rec_sfr: 0.3083 (0.3533) loss_cl: -0.2780 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [13:30:29.439144] Epoch: [36] [ 140/2904] eta: 0:40:17 lr: 0.002163 loss: 0.2078 (0.2248) loss_rec_all: 0.2336 (0.2502) loss_rec_sfr: 0.3337 (0.3550) loss_cl: -0.2784 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [13:30:44.367543] Epoch: [36] [ 160/2904] eta: 0:39:16 lr: 0.002163 loss: 0.2126 (0.2253) loss_rec_all: 0.2378 (0.2506) loss_rec_sfr: 0.3121 (0.3557) loss_cl: -0.2789 (-0.2786) time: 0.7464 data: 0.0002 max mem: 29860 [13:30:59.320853] Epoch: [36] [ 180/2904] eta: 0:38:25 lr: 0.002164 loss: 0.2251 (0.2268) loss_rec_all: 0.2508 (0.2521) loss_rec_sfr: 0.3440 (0.3599) loss_cl: -0.2791 (-0.2787) time: 0.7476 data: 0.0002 max mem: 29860 [13:31:14.269036] Epoch: [36] [ 200/2904] eta: 0:37:42 lr: 0.002164 loss: 0.2145 (0.2265) loss_rec_all: 0.2396 (0.2518) loss_rec_sfr: 0.3076 (0.3582) loss_cl: -0.2785 (-0.2786) time: 0.7474 data: 0.0003 max mem: 29860 [13:31:29.247072] Epoch: [36] [ 220/2904] eta: 0:37:04 lr: 0.002165 loss: 0.2083 (0.2261) loss_rec_all: 0.2334 (0.2515) loss_rec_sfr: 0.3312 (0.3581) loss_cl: -0.2789 (-0.2786) time: 0.7489 data: 0.0002 max mem: 29860 [13:31:44.228249] Epoch: [36] [ 240/2904] eta: 0:36:30 lr: 0.002165 loss: 0.2136 (0.2259) loss_rec_all: 0.2391 (0.2513) loss_rec_sfr: 0.3075 (0.3569) loss_cl: -0.2793 (-0.2787) time: 0.7490 data: 0.0002 max mem: 29860 [13:31:59.195640] Epoch: [36] [ 260/2904] eta: 0:35:58 lr: 0.002165 loss: 0.2134 (0.2255) loss_rec_all: 0.2386 (0.2509) loss_rec_sfr: 0.3107 (0.3558) loss_cl: -0.2788 (-0.2787) time: 0.7483 data: 0.0002 max mem: 29860 [13:32:14.183169] Epoch: [36] [ 280/2904] eta: 0:35:29 lr: 0.002166 loss: 0.2096 (0.2252) loss_rec_all: 0.2352 (0.2506) loss_rec_sfr: 0.3149 (0.3550) loss_cl: -0.2779 (-0.2786) time: 0.7493 data: 0.0002 max mem: 29860 [13:32:29.171512] Epoch: [36] [ 300/2904] eta: 0:35:02 lr: 0.002166 loss: 0.2117 (0.2255) loss_rec_all: 0.2376 (0.2509) loss_rec_sfr: 0.3003 (0.3556) loss_cl: -0.2780 (-0.2786) time: 0.7494 data: 0.0002 max mem: 29860 [13:32:44.159538] Epoch: [36] [ 320/2904] eta: 0:34:37 lr: 0.002167 loss: 0.2129 (0.2252) loss_rec_all: 0.2382 (0.2506) loss_rec_sfr: 0.3098 (0.3543) loss_cl: -0.2791 (-0.2786) time: 0.7494 data: 0.0002 max mem: 29860 [13:32:59.146707] Epoch: [36] [ 340/2904] eta: 0:34:13 lr: 0.002167 loss: 0.2154 (0.2251) loss_rec_all: 0.2408 (0.2505) loss_rec_sfr: 0.3103 (0.3532) loss_cl: -0.2794 (-0.2787) time: 0.7493 data: 0.0002 max mem: 29860 [13:33:14.150149] Epoch: [36] [ 360/2904] eta: 0:33:49 lr: 0.002167 loss: 0.2100 (0.2245) loss_rec_all: 0.2355 (0.2499) loss_rec_sfr: 0.3117 (0.3515) loss_cl: -0.2793 (-0.2787) time: 0.7501 data: 0.0002 max mem: 29860 [13:33:29.158791] Epoch: [36] [ 380/2904] eta: 0:33:27 lr: 0.002168 loss: 0.2178 (0.2252) loss_rec_all: 0.2436 (0.2506) loss_rec_sfr: 0.3305 (0.3534) loss_cl: -0.2785 (-0.2787) time: 0.7504 data: 0.0002 max mem: 29860 [13:33:44.183738] Epoch: [36] [ 400/2904] eta: 0:33:06 lr: 0.002168 loss: 0.2120 (0.2248) loss_rec_all: 0.2373 (0.2502) loss_rec_sfr: 0.3195 (0.3524) loss_cl: -0.2785 (-0.2787) time: 0.7512 data: 0.0002 max mem: 29860 [13:33:59.196323] Epoch: [36] [ 420/2904] eta: 0:32:45 lr: 0.002169 loss: 0.2109 (0.2246) loss_rec_all: 0.2366 (0.2500) loss_rec_sfr: 0.3086 (0.3520) loss_cl: -0.2785 (-0.2787) time: 0.7506 data: 0.0002 max mem: 29860 [13:34:14.167675] Epoch: [36] [ 440/2904] eta: 0:32:24 lr: 0.002169 loss: 0.2151 (0.2247) loss_rec_all: 0.2404 (0.2500) loss_rec_sfr: 0.3472 (0.3524) loss_cl: -0.2782 (-0.2786) time: 0.7485 data: 0.0002 max mem: 29860 [13:34:29.172118] Epoch: [36] [ 460/2904] eta: 0:32:04 lr: 0.002170 loss: 0.2137 (0.2244) loss_rec_all: 0.2389 (0.2498) loss_rec_sfr: 0.3299 (0.3524) loss_cl: -0.2792 (-0.2786) time: 0.7502 data: 0.0002 max mem: 29860 [13:34:44.111318] Epoch: [36] [ 480/2904] eta: 0:31:44 lr: 0.002170 loss: 0.2161 (0.2250) loss_rec_all: 0.2419 (0.2503) loss_rec_sfr: 0.3379 (0.3540) loss_cl: -0.2789 (-0.2786) time: 0.7469 data: 0.0002 max mem: 29860 [13:34:59.044264] Epoch: [36] [ 500/2904] eta: 0:31:25 lr: 0.002170 loss: 0.2126 (0.2251) loss_rec_all: 0.2384 (0.2505) loss_rec_sfr: 0.3219 (0.3543) loss_cl: -0.2781 (-0.2786) time: 0.7466 data: 0.0002 max mem: 29860 [13:35:13.974029] Epoch: [36] [ 520/2904] eta: 0:31:06 lr: 0.002171 loss: 0.2110 (0.2248) loss_rec_all: 0.2365 (0.2502) loss_rec_sfr: 0.2981 (0.3528) loss_cl: -0.2787 (-0.2786) time: 0.7464 data: 0.0002 max mem: 29860 [13:35:28.902404] Epoch: [36] [ 540/2904] eta: 0:30:47 lr: 0.002171 loss: 0.2171 (0.2248) loss_rec_all: 0.2429 (0.2502) loss_rec_sfr: 0.3369 (0.3531) loss_cl: -0.2784 (-0.2786) time: 0.7464 data: 0.0002 max mem: 29860 [13:35:43.829007] Epoch: [36] [ 560/2904] eta: 0:30:28 lr: 0.002172 loss: 0.2137 (0.2249) loss_rec_all: 0.2395 (0.2503) loss_rec_sfr: 0.3015 (0.3530) loss_cl: -0.2789 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [13:35:58.759695] Epoch: [36] [ 580/2904] eta: 0:30:10 lr: 0.002172 loss: 0.2119 (0.2247) loss_rec_all: 0.2372 (0.2501) loss_rec_sfr: 0.3154 (0.3527) loss_cl: -0.2785 (-0.2786) time: 0.7465 data: 0.0002 max mem: 29860 [13:36:13.688693] Epoch: [36] [ 600/2904] eta: 0:29:52 lr: 0.002172 loss: 0.2164 (0.2250) loss_rec_all: 0.2421 (0.2503) loss_rec_sfr: 0.3160 (0.3532) loss_cl: -0.2779 (-0.2786) time: 0.7464 data: 0.0002 max mem: 29860 [13:36:28.618938] Epoch: [36] [ 620/2904] eta: 0:29:34 lr: 0.002173 loss: 0.2120 (0.2247) loss_rec_all: 0.2372 (0.2501) loss_rec_sfr: 0.3131 (0.3526) loss_cl: -0.2791 (-0.2786) time: 0.7465 data: 0.0002 max mem: 29860 [13:36:43.549737] Epoch: [36] [ 640/2904] eta: 0:29:16 lr: 0.002173 loss: 0.2105 (0.2248) loss_rec_all: 0.2359 (0.2501) loss_rec_sfr: 0.3433 (0.3534) loss_cl: -0.2798 (-0.2786) time: 0.7465 data: 0.0002 max mem: 29860 [13:36:58.479643] Epoch: [36] [ 660/2904] eta: 0:28:59 lr: 0.002174 loss: 0.2141 (0.2250) loss_rec_all: 0.2397 (0.2504) loss_rec_sfr: 0.3405 (0.3541) loss_cl: -0.2787 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [13:37:13.402470] Epoch: [36] [ 680/2904] eta: 0:28:41 lr: 0.002174 loss: 0.2109 (0.2251) loss_rec_all: 0.2368 (0.2505) loss_rec_sfr: 0.3395 (0.3546) loss_cl: -0.2783 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [13:37:28.326133] Epoch: [36] [ 700/2904] eta: 0:28:24 lr: 0.002174 loss: 0.2096 (0.2247) loss_rec_all: 0.2348 (0.2501) loss_rec_sfr: 0.3109 (0.3535) loss_cl: -0.2778 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [13:37:43.252558] Epoch: [36] [ 720/2904] eta: 0:28:07 lr: 0.002175 loss: 0.2127 (0.2247) loss_rec_all: 0.2382 (0.2501) loss_rec_sfr: 0.3486 (0.3539) loss_cl: -0.2793 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [13:37:58.174230] Epoch: [36] [ 740/2904] eta: 0:27:50 lr: 0.002175 loss: 0.2104 (0.2247) loss_rec_all: 0.2358 (0.2501) loss_rec_sfr: 0.3125 (0.3540) loss_cl: -0.2786 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [13:38:13.100788] Epoch: [36] [ 760/2904] eta: 0:27:33 lr: 0.002176 loss: 0.2138 (0.2245) loss_rec_all: 0.2392 (0.2499) loss_rec_sfr: 0.3080 (0.3536) loss_cl: -0.2790 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [13:38:28.026680] Epoch: [36] [ 780/2904] eta: 0:27:16 lr: 0.002176 loss: 0.2137 (0.2247) loss_rec_all: 0.2392 (0.2500) loss_rec_sfr: 0.3489 (0.3541) loss_cl: -0.2793 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [13:38:42.952761] Epoch: [36] [ 800/2904] eta: 0:27:00 lr: 0.002177 loss: 0.2076 (0.2243) loss_rec_all: 0.2334 (0.2497) loss_rec_sfr: 0.3194 (0.3535) loss_cl: -0.2787 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [13:38:57.877081] Epoch: [36] [ 820/2904] eta: 0:26:43 lr: 0.002177 loss: 0.2095 (0.2242) loss_rec_all: 0.2353 (0.2495) loss_rec_sfr: 0.3408 (0.3533) loss_cl: -0.2794 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [13:39:12.812864] Epoch: [36] [ 840/2904] eta: 0:26:27 lr: 0.002177 loss: 0.2171 (0.2242) loss_rec_all: 0.2427 (0.2496) loss_rec_sfr: 0.3082 (0.3536) loss_cl: -0.2788 (-0.2787) time: 0.7467 data: 0.0002 max mem: 29860 [13:39:27.742042] Epoch: [36] [ 860/2904] eta: 0:26:10 lr: 0.002178 loss: 0.2131 (0.2244) loss_rec_all: 0.2386 (0.2498) loss_rec_sfr: 0.3530 (0.3541) loss_cl: -0.2777 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [13:39:42.661575] Epoch: [36] [ 880/2904] eta: 0:25:54 lr: 0.002178 loss: 0.2201 (0.2247) loss_rec_all: 0.2456 (0.2501) loss_rec_sfr: 0.3467 (0.3548) loss_cl: -0.2787 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [13:39:57.589681] Epoch: [36] [ 900/2904] eta: 0:25:37 lr: 0.002179 loss: 0.2117 (0.2244) loss_rec_all: 0.2371 (0.2498) loss_rec_sfr: 0.3079 (0.3539) loss_cl: -0.2782 (-0.2786) time: 0.7464 data: 0.0002 max mem: 29860 [13:40:12.509700] Epoch: [36] [ 920/2904] eta: 0:25:21 lr: 0.002179 loss: 0.2163 (0.2244) loss_rec_all: 0.2416 (0.2498) loss_rec_sfr: 0.3078 (0.3537) loss_cl: -0.2792 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [13:40:27.434366] Epoch: [36] [ 940/2904] eta: 0:25:05 lr: 0.002179 loss: 0.2130 (0.2242) loss_rec_all: 0.2385 (0.2496) loss_rec_sfr: 0.3123 (0.3531) loss_cl: -0.2781 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [13:40:42.357828] Epoch: [36] [ 960/2904] eta: 0:24:49 lr: 0.002180 loss: 0.2105 (0.2241) loss_rec_all: 0.2360 (0.2495) loss_rec_sfr: 0.3429 (0.3528) loss_cl: -0.2787 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [13:40:57.272663] Epoch: [36] [ 980/2904] eta: 0:24:33 lr: 0.002180 loss: 0.2100 (0.2239) loss_rec_all: 0.2355 (0.2493) loss_rec_sfr: 0.3155 (0.3524) loss_cl: -0.2793 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [13:41:12.193405] Epoch: [36] [1000/2904] eta: 0:24:17 lr: 0.002181 loss: 0.2094 (0.2237) loss_rec_all: 0.2354 (0.2491) loss_rec_sfr: 0.3013 (0.3518) loss_cl: -0.2796 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [13:41:27.114374] Epoch: [36] [1020/2904] eta: 0:24:01 lr: 0.002181 loss: 0.2106 (0.2236) loss_rec_all: 0.2361 (0.2490) loss_rec_sfr: 0.3014 (0.3513) loss_cl: -0.2786 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [13:41:42.037174] Epoch: [36] [1040/2904] eta: 0:23:45 lr: 0.002181 loss: 0.2116 (0.2236) loss_rec_all: 0.2375 (0.2490) loss_rec_sfr: 0.3136 (0.3513) loss_cl: -0.2784 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [13:41:56.954660] Epoch: [36] [1060/2904] eta: 0:23:29 lr: 0.002182 loss: 0.2120 (0.2234) loss_rec_all: 0.2374 (0.2489) loss_rec_sfr: 0.3081 (0.3510) loss_cl: -0.2781 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [13:42:11.873232] Epoch: [36] [1080/2904] eta: 0:23:13 lr: 0.002182 loss: 0.2101 (0.2233) loss_rec_all: 0.2357 (0.2487) loss_rec_sfr: 0.3056 (0.3508) loss_cl: -0.2799 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [13:42:26.789629] Epoch: [36] [1100/2904] eta: 0:22:57 lr: 0.002183 loss: 0.2183 (0.2236) loss_rec_all: 0.2438 (0.2490) loss_rec_sfr: 0.3539 (0.3515) loss_cl: -0.2783 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [13:42:41.709611] Epoch: [36] [1120/2904] eta: 0:22:41 lr: 0.002183 loss: 0.2099 (0.2234) loss_rec_all: 0.2353 (0.2489) loss_rec_sfr: 0.3180 (0.3512) loss_cl: -0.2784 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [13:42:56.627347] Epoch: [36] [1140/2904] eta: 0:22:25 lr: 0.002184 loss: 0.2124 (0.2233) loss_rec_all: 0.2380 (0.2487) loss_rec_sfr: 0.3212 (0.3509) loss_cl: -0.2779 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [13:43:11.554304] Epoch: [36] [1160/2904] eta: 0:22:10 lr: 0.002184 loss: 0.2149 (0.2234) loss_rec_all: 0.2403 (0.2488) loss_rec_sfr: 0.3152 (0.3508) loss_cl: -0.2784 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [13:43:26.475544] Epoch: [36] [1180/2904] eta: 0:21:54 lr: 0.002184 loss: 0.2100 (0.2234) loss_rec_all: 0.2360 (0.2488) loss_rec_sfr: 0.3072 (0.3507) loss_cl: -0.2785 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [13:43:41.400906] Epoch: [36] [1200/2904] eta: 0:21:38 lr: 0.002185 loss: 0.2135 (0.2236) loss_rec_all: 0.2395 (0.2490) loss_rec_sfr: 0.3547 (0.3514) loss_cl: -0.2787 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [13:43:56.326841] Epoch: [36] [1220/2904] eta: 0:21:22 lr: 0.002185 loss: 0.2132 (0.2236) loss_rec_all: 0.2389 (0.2490) loss_rec_sfr: 0.3086 (0.3514) loss_cl: -0.2788 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [13:44:11.246383] Epoch: [36] [1240/2904] eta: 0:21:07 lr: 0.002186 loss: 0.2067 (0.2234) loss_rec_all: 0.2327 (0.2488) loss_rec_sfr: 0.2989 (0.3509) loss_cl: -0.2800 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [13:44:26.166636] Epoch: [36] [1260/2904] eta: 0:20:51 lr: 0.002186 loss: 0.2119 (0.2234) loss_rec_all: 0.2379 (0.2488) loss_rec_sfr: 0.3029 (0.3509) loss_cl: -0.2788 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [13:44:41.086437] Epoch: [36] [1280/2904] eta: 0:20:35 lr: 0.002186 loss: 0.2087 (0.2234) loss_rec_all: 0.2341 (0.2488) loss_rec_sfr: 0.3145 (0.3509) loss_cl: -0.2780 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [13:44:56.008155] Epoch: [36] [1300/2904] eta: 0:20:20 lr: 0.002187 loss: 0.2118 (0.2233) loss_rec_all: 0.2372 (0.2487) loss_rec_sfr: 0.3434 (0.3508) loss_cl: -0.2782 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [13:45:10.929160] Epoch: [36] [1320/2904] eta: 0:20:04 lr: 0.002187 loss: 0.2119 (0.2233) loss_rec_all: 0.2372 (0.2487) loss_rec_sfr: 0.3011 (0.3508) loss_cl: -0.2797 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [13:45:25.850244] Epoch: [36] [1340/2904] eta: 0:19:49 lr: 0.002188 loss: 0.2080 (0.2232) loss_rec_all: 0.2334 (0.2486) loss_rec_sfr: 0.3296 (0.3506) loss_cl: -0.2788 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [13:45:40.771730] Epoch: [36] [1360/2904] eta: 0:19:33 lr: 0.002188 loss: 0.2113 (0.2232) loss_rec_all: 0.2369 (0.2486) loss_rec_sfr: 0.3047 (0.3505) loss_cl: -0.2787 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [13:45:55.695721] Epoch: [36] [1380/2904] eta: 0:19:18 lr: 0.002189 loss: 0.2116 (0.2231) loss_rec_all: 0.2372 (0.2485) loss_rec_sfr: 0.3482 (0.3504) loss_cl: -0.2791 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [13:46:10.625619] Epoch: [36] [1400/2904] eta: 0:19:02 lr: 0.002189 loss: 0.2140 (0.2231) loss_rec_all: 0.2400 (0.2485) loss_rec_sfr: 0.3509 (0.3505) loss_cl: -0.2790 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [13:46:25.549731] Epoch: [36] [1420/2904] eta: 0:18:47 lr: 0.002189 loss: 0.2112 (0.2230) loss_rec_all: 0.2367 (0.2484) loss_rec_sfr: 0.3095 (0.3502) loss_cl: -0.2794 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [13:46:40.480602] Epoch: [36] [1440/2904] eta: 0:18:31 lr: 0.002190 loss: 0.2140 (0.2230) loss_rec_all: 0.2398 (0.2485) loss_rec_sfr: 0.3050 (0.3501) loss_cl: -0.2779 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [13:46:55.408521] Epoch: [36] [1460/2904] eta: 0:18:16 lr: 0.002190 loss: 0.2105 (0.2229) loss_rec_all: 0.2363 (0.2483) loss_rec_sfr: 0.3133 (0.3498) loss_cl: -0.2777 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [13:47:10.337898] Epoch: [36] [1480/2904] eta: 0:18:00 lr: 0.002191 loss: 0.2119 (0.2229) loss_rec_all: 0.2374 (0.2484) loss_rec_sfr: 0.3106 (0.3498) loss_cl: -0.2785 (-0.2786) time: 0.7464 data: 0.0002 max mem: 29860 [13:47:25.264020] Epoch: [36] [1500/2904] eta: 0:17:45 lr: 0.002191 loss: 0.2125 (0.2229) loss_rec_all: 0.2384 (0.2483) loss_rec_sfr: 0.3067 (0.3496) loss_cl: -0.2789 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [13:47:40.190894] Epoch: [36] [1520/2904] eta: 0:17:30 lr: 0.002191 loss: 0.2138 (0.2228) loss_rec_all: 0.2391 (0.2483) loss_rec_sfr: 0.3082 (0.3494) loss_cl: -0.2799 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [13:47:55.111387] Epoch: [36] [1540/2904] eta: 0:17:14 lr: 0.002192 loss: 0.2094 (0.2228) loss_rec_all: 0.2349 (0.2482) loss_rec_sfr: 0.3521 (0.3496) loss_cl: -0.2787 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [13:48:10.032579] Epoch: [36] [1560/2904] eta: 0:16:59 lr: 0.002192 loss: 0.2164 (0.2229) loss_rec_all: 0.2421 (0.2483) loss_rec_sfr: 0.3395 (0.3499) loss_cl: -0.2784 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [13:48:24.953342] Epoch: [36] [1580/2904] eta: 0:16:43 lr: 0.002193 loss: 0.2093 (0.2228) loss_rec_all: 0.2350 (0.2482) loss_rec_sfr: 0.3014 (0.3496) loss_cl: -0.2792 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [13:48:39.877458] Epoch: [36] [1600/2904] eta: 0:16:28 lr: 0.002193 loss: 0.2123 (0.2228) loss_rec_all: 0.2377 (0.2482) loss_rec_sfr: 0.3241 (0.3496) loss_cl: -0.2788 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [13:48:54.801970] Epoch: [36] [1620/2904] eta: 0:16:13 lr: 0.002193 loss: 0.2137 (0.2228) loss_rec_all: 0.2391 (0.2482) loss_rec_sfr: 0.3222 (0.3497) loss_cl: -0.2780 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [13:49:09.729676] Epoch: [36] [1640/2904] eta: 0:15:57 lr: 0.002194 loss: 0.2106 (0.2227) loss_rec_all: 0.2368 (0.2482) loss_rec_sfr: 0.2977 (0.3492) loss_cl: -0.2802 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [13:49:24.653525] Epoch: [36] [1660/2904] eta: 0:15:42 lr: 0.002194 loss: 0.2133 (0.2228) loss_rec_all: 0.2390 (0.2482) loss_rec_sfr: 0.3160 (0.3494) loss_cl: -0.2790 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [13:49:39.578050] Epoch: [36] [1680/2904] eta: 0:15:27 lr: 0.002195 loss: 0.2138 (0.2228) loss_rec_all: 0.2393 (0.2482) loss_rec_sfr: 0.3153 (0.3494) loss_cl: -0.2788 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [13:49:54.496080] Epoch: [36] [1700/2904] eta: 0:15:11 lr: 0.002195 loss: 0.2139 (0.2227) loss_rec_all: 0.2395 (0.2481) loss_rec_sfr: 0.3096 (0.3492) loss_cl: -0.2788 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [13:50:09.419971] Epoch: [36] [1720/2904] eta: 0:14:56 lr: 0.002196 loss: 0.2152 (0.2229) loss_rec_all: 0.2412 (0.2483) loss_rec_sfr: 0.3509 (0.3495) loss_cl: -0.2791 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [13:50:24.348627] Epoch: [36] [1740/2904] eta: 0:14:41 lr: 0.002196 loss: 0.2106 (0.2228) loss_rec_all: 0.2367 (0.2482) loss_rec_sfr: 0.3357 (0.3496) loss_cl: -0.2795 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [13:50:39.274310] Epoch: [36] [1760/2904] eta: 0:14:26 lr: 0.002196 loss: 0.2164 (0.2230) loss_rec_all: 0.2421 (0.2484) loss_rec_sfr: 0.3447 (0.3499) loss_cl: -0.2796 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [13:50:54.201068] Epoch: [36] [1780/2904] eta: 0:14:10 lr: 0.002197 loss: 0.2120 (0.2229) loss_rec_all: 0.2375 (0.2484) loss_rec_sfr: 0.3115 (0.3498) loss_cl: -0.2788 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [13:51:09.128435] Epoch: [36] [1800/2904] eta: 0:13:55 lr: 0.002197 loss: 0.2125 (0.2229) loss_rec_all: 0.2384 (0.2484) loss_rec_sfr: 0.3384 (0.3499) loss_cl: -0.2779 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [13:51:24.049789] Epoch: [36] [1820/2904] eta: 0:13:40 lr: 0.002198 loss: 0.2161 (0.2230) loss_rec_all: 0.2417 (0.2484) loss_rec_sfr: 0.3492 (0.3501) loss_cl: -0.2775 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [13:51:38.971094] Epoch: [36] [1840/2904] eta: 0:13:24 lr: 0.002198 loss: 0.2095 (0.2228) loss_rec_all: 0.2355 (0.2483) loss_rec_sfr: 0.2977 (0.3496) loss_cl: -0.2783 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [13:51:53.891776] Epoch: [36] [1860/2904] eta: 0:13:09 lr: 0.002198 loss: 0.2156 (0.2229) loss_rec_all: 0.2414 (0.2483) loss_rec_sfr: 0.3156 (0.3497) loss_cl: -0.2786 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [13:52:08.813242] Epoch: [36] [1880/2904] eta: 0:12:54 lr: 0.002199 loss: 0.2144 (0.2229) loss_rec_all: 0.2403 (0.2483) loss_rec_sfr: 0.3185 (0.3496) loss_cl: -0.2790 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [13:52:23.732059] Epoch: [36] [1900/2904] eta: 0:12:39 lr: 0.002199 loss: 0.2118 (0.2229) loss_rec_all: 0.2377 (0.2483) loss_rec_sfr: 0.3060 (0.3495) loss_cl: -0.2797 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [13:52:38.652944] Epoch: [36] [1920/2904] eta: 0:12:24 lr: 0.002200 loss: 0.2144 (0.2228) loss_rec_all: 0.2401 (0.2483) loss_rec_sfr: 0.3136 (0.3495) loss_cl: -0.2791 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [13:52:53.576962] Epoch: [36] [1940/2904] eta: 0:12:08 lr: 0.002200 loss: 0.2099 (0.2228) loss_rec_all: 0.2352 (0.2482) loss_rec_sfr: 0.3090 (0.3494) loss_cl: -0.2779 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [13:53:08.497684] Epoch: [36] [1960/2904] eta: 0:11:53 lr: 0.002200 loss: 0.2209 (0.2230) loss_rec_all: 0.2465 (0.2484) loss_rec_sfr: 0.3497 (0.3498) loss_cl: -0.2774 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [13:53:23.421652] Epoch: [36] [1980/2904] eta: 0:11:38 lr: 0.002201 loss: 0.2090 (0.2230) loss_rec_all: 0.2343 (0.2484) loss_rec_sfr: 0.3391 (0.3499) loss_cl: -0.2784 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [13:53:38.346363] Epoch: [36] [2000/2904] eta: 0:11:23 lr: 0.002201 loss: 0.2146 (0.2231) loss_rec_all: 0.2406 (0.2485) loss_rec_sfr: 0.3579 (0.3503) loss_cl: -0.2798 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [13:53:53.268876] Epoch: [36] [2020/2904] eta: 0:11:07 lr: 0.002202 loss: 0.2123 (0.2231) loss_rec_all: 0.2374 (0.2485) loss_rec_sfr: 0.3458 (0.3504) loss_cl: -0.2785 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [13:54:08.193897] Epoch: [36] [2040/2904] eta: 0:10:52 lr: 0.002202 loss: 0.2097 (0.2231) loss_rec_all: 0.2356 (0.2485) loss_rec_sfr: 0.3044 (0.3502) loss_cl: -0.2784 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [13:54:23.126657] Epoch: [36] [2060/2904] eta: 0:10:37 lr: 0.002203 loss: 0.2115 (0.2230) loss_rec_all: 0.2372 (0.2485) loss_rec_sfr: 0.3016 (0.3501) loss_cl: -0.2789 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [13:54:38.057914] Epoch: [36] [2080/2904] eta: 0:10:22 lr: 0.002203 loss: 0.2137 (0.2231) loss_rec_all: 0.2396 (0.2485) loss_rec_sfr: 0.3199 (0.3501) loss_cl: -0.2789 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [13:54:52.979228] Epoch: [36] [2100/2904] eta: 0:10:07 lr: 0.002203 loss: 0.2128 (0.2231) loss_rec_all: 0.2382 (0.2485) loss_rec_sfr: 0.3377 (0.3501) loss_cl: -0.2790 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [13:55:07.900107] Epoch: [36] [2120/2904] eta: 0:09:52 lr: 0.002204 loss: 0.2105 (0.2231) loss_rec_all: 0.2362 (0.2485) loss_rec_sfr: 0.3006 (0.3503) loss_cl: -0.2794 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [13:55:22.819891] Epoch: [36] [2140/2904] eta: 0:09:36 lr: 0.002204 loss: 0.2148 (0.2232) loss_rec_all: 0.2399 (0.2486) loss_rec_sfr: 0.3381 (0.3503) loss_cl: -0.2783 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [13:55:37.741963] Epoch: [36] [2160/2904] eta: 0:09:21 lr: 0.002205 loss: 0.2170 (0.2232) loss_rec_all: 0.2427 (0.2486) loss_rec_sfr: 0.3079 (0.3502) loss_cl: -0.2783 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [13:55:52.666860] Epoch: [36] [2180/2904] eta: 0:09:06 lr: 0.002205 loss: 0.2157 (0.2231) loss_rec_all: 0.2412 (0.2486) loss_rec_sfr: 0.3057 (0.3500) loss_cl: -0.2795 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [13:56:07.595786] Epoch: [36] [2200/2904] eta: 0:08:51 lr: 0.002205 loss: 0.2140 (0.2231) loss_rec_all: 0.2393 (0.2485) loss_rec_sfr: 0.3293 (0.3499) loss_cl: -0.2787 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [13:56:22.520683] Epoch: [36] [2220/2904] eta: 0:08:36 lr: 0.002206 loss: 0.2129 (0.2231) loss_rec_all: 0.2384 (0.2485) loss_rec_sfr: 0.3258 (0.3499) loss_cl: -0.2781 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [13:56:37.442993] Epoch: [36] [2240/2904] eta: 0:08:21 lr: 0.002206 loss: 0.2104 (0.2231) loss_rec_all: 0.2362 (0.2485) loss_rec_sfr: 0.3029 (0.3498) loss_cl: -0.2791 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [13:56:52.363740] Epoch: [36] [2260/2904] eta: 0:08:05 lr: 0.002207 loss: 0.2121 (0.2230) loss_rec_all: 0.2376 (0.2484) loss_rec_sfr: 0.3098 (0.3496) loss_cl: -0.2793 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [13:57:07.287769] Epoch: [36] [2280/2904] eta: 0:07:50 lr: 0.002207 loss: 0.2085 (0.2230) loss_rec_all: 0.2346 (0.2485) loss_rec_sfr: 0.3435 (0.3499) loss_cl: -0.2792 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [13:57:22.207975] Epoch: [36] [2300/2904] eta: 0:07:35 lr: 0.002208 loss: 0.2125 (0.2231) loss_rec_all: 0.2378 (0.2485) loss_rec_sfr: 0.3464 (0.3500) loss_cl: -0.2788 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [13:57:37.129365] Epoch: [36] [2320/2904] eta: 0:07:20 lr: 0.002208 loss: 0.2093 (0.2230) loss_rec_all: 0.2350 (0.2484) loss_rec_sfr: 0.3089 (0.3499) loss_cl: -0.2791 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [13:57:52.045862] Epoch: [36] [2340/2904] eta: 0:07:05 lr: 0.002208 loss: 0.2093 (0.2230) loss_rec_all: 0.2351 (0.2484) loss_rec_sfr: 0.3089 (0.3498) loss_cl: -0.2785 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [13:58:06.967751] Epoch: [36] [2360/2904] eta: 0:06:50 lr: 0.002209 loss: 0.2138 (0.2230) loss_rec_all: 0.2399 (0.2484) loss_rec_sfr: 0.3064 (0.3496) loss_cl: -0.2781 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [13:58:21.885353] Epoch: [36] [2380/2904] eta: 0:06:35 lr: 0.002209 loss: 0.2131 (0.2230) loss_rec_all: 0.2384 (0.2484) loss_rec_sfr: 0.3534 (0.3499) loss_cl: -0.2794 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [13:58:36.804895] Epoch: [36] [2400/2904] eta: 0:06:20 lr: 0.002210 loss: 0.2051 (0.2230) loss_rec_all: 0.2314 (0.2484) loss_rec_sfr: 0.2973 (0.3496) loss_cl: -0.2789 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [13:58:51.726054] Epoch: [36] [2420/2904] eta: 0:06:04 lr: 0.002210 loss: 0.2110 (0.2230) loss_rec_all: 0.2367 (0.2484) loss_rec_sfr: 0.3398 (0.3498) loss_cl: -0.2781 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [13:59:06.646133] Epoch: [36] [2440/2904] eta: 0:05:49 lr: 0.002210 loss: 0.2129 (0.2230) loss_rec_all: 0.2382 (0.2484) loss_rec_sfr: 0.3412 (0.3498) loss_cl: -0.2775 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [13:59:21.567777] Epoch: [36] [2460/2904] eta: 0:05:34 lr: 0.002211 loss: 0.2138 (0.2230) loss_rec_all: 0.2394 (0.2484) loss_rec_sfr: 0.3423 (0.3500) loss_cl: -0.2782 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [13:59:36.488036] Epoch: [36] [2480/2904] eta: 0:05:19 lr: 0.002211 loss: 0.2163 (0.2231) loss_rec_all: 0.2421 (0.2485) loss_rec_sfr: 0.3515 (0.3501) loss_cl: -0.2795 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [13:59:51.408119] Epoch: [36] [2500/2904] eta: 0:05:04 lr: 0.002212 loss: 0.2114 (0.2231) loss_rec_all: 0.2371 (0.2485) loss_rec_sfr: 0.3355 (0.3503) loss_cl: -0.2795 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [14:00:06.328686] Epoch: [36] [2520/2904] eta: 0:04:49 lr: 0.002212 loss: 0.2152 (0.2231) loss_rec_all: 0.2410 (0.2485) loss_rec_sfr: 0.3410 (0.3503) loss_cl: -0.2786 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [14:00:21.250985] Epoch: [36] [2540/2904] eta: 0:04:34 lr: 0.002212 loss: 0.2102 (0.2231) loss_rec_all: 0.2358 (0.2485) loss_rec_sfr: 0.3389 (0.3503) loss_cl: -0.2765 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [14:00:36.168376] Epoch: [36] [2560/2904] eta: 0:04:19 lr: 0.002213 loss: 0.2099 (0.2230) loss_rec_all: 0.2351 (0.2484) loss_rec_sfr: 0.3176 (0.3501) loss_cl: -0.2781 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [14:00:51.090590] Epoch: [36] [2580/2904] eta: 0:04:04 lr: 0.002213 loss: 0.2114 (0.2231) loss_rec_all: 0.2374 (0.2485) loss_rec_sfr: 0.3483 (0.3503) loss_cl: -0.2788 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [14:01:06.016988] Epoch: [36] [2600/2904] eta: 0:03:49 lr: 0.002214 loss: 0.2115 (0.2230) loss_rec_all: 0.2368 (0.2484) loss_rec_sfr: 0.3496 (0.3503) loss_cl: -0.2790 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [14:01:20.941225] Epoch: [36] [2620/2904] eta: 0:03:33 lr: 0.002214 loss: 0.2143 (0.2230) loss_rec_all: 0.2401 (0.2484) loss_rec_sfr: 0.3056 (0.3501) loss_cl: -0.2790 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [14:01:35.865648] Epoch: [36] [2640/2904] eta: 0:03:18 lr: 0.002215 loss: 0.2147 (0.2230) loss_rec_all: 0.2407 (0.2484) loss_rec_sfr: 0.3533 (0.3503) loss_cl: -0.2789 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [14:01:50.784828] Epoch: [36] [2660/2904] eta: 0:03:03 lr: 0.002215 loss: 0.2085 (0.2230) loss_rec_all: 0.2340 (0.2484) loss_rec_sfr: 0.3024 (0.3501) loss_cl: -0.2788 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [14:02:05.704202] Epoch: [36] [2680/2904] eta: 0:02:48 lr: 0.002215 loss: 0.2136 (0.2230) loss_rec_all: 0.2392 (0.2484) loss_rec_sfr: 0.3033 (0.3501) loss_cl: -0.2782 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [14:02:20.620612] Epoch: [36] [2700/2904] eta: 0:02:33 lr: 0.002216 loss: 0.2066 (0.2229) loss_rec_all: 0.2323 (0.2483) loss_rec_sfr: 0.3044 (0.3498) loss_cl: -0.2793 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [14:02:35.544382] Epoch: [36] [2720/2904] eta: 0:02:18 lr: 0.002216 loss: 0.2078 (0.2229) loss_rec_all: 0.2334 (0.2483) loss_rec_sfr: 0.3126 (0.3497) loss_cl: -0.2797 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [14:02:50.465838] Epoch: [36] [2740/2904] eta: 0:02:03 lr: 0.002217 loss: 0.2127 (0.2229) loss_rec_all: 0.2381 (0.2483) loss_rec_sfr: 0.3121 (0.3497) loss_cl: -0.2788 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [14:03:05.392046] Epoch: [36] [2760/2904] eta: 0:01:48 lr: 0.002217 loss: 0.2121 (0.2229) loss_rec_all: 0.2374 (0.2483) loss_rec_sfr: 0.3353 (0.3497) loss_cl: -0.2785 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [14:03:20.316592] Epoch: [36] [2780/2904] eta: 0:01:33 lr: 0.002217 loss: 0.2094 (0.2228) loss_rec_all: 0.2354 (0.2483) loss_rec_sfr: 0.3142 (0.3497) loss_cl: -0.2791 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [14:03:35.243790] Epoch: [36] [2800/2904] eta: 0:01:18 lr: 0.002218 loss: 0.2112 (0.2228) loss_rec_all: 0.2367 (0.2483) loss_rec_sfr: 0.3082 (0.3496) loss_cl: -0.2792 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [14:03:50.161073] Epoch: [36] [2820/2904] eta: 0:01:03 lr: 0.002218 loss: 0.2117 (0.2229) loss_rec_all: 0.2371 (0.2483) loss_rec_sfr: 0.3386 (0.3497) loss_cl: -0.2786 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [14:04:05.111216] Epoch: [36] [2840/2904] eta: 0:00:48 lr: 0.002219 loss: 0.2107 (0.2228) loss_rec_all: 0.2359 (0.2483) loss_rec_sfr: 0.3083 (0.3496) loss_cl: -0.2779 (-0.2787) time: 0.7475 data: 0.0023 max mem: 29860 [14:04:20.019273] Epoch: [36] [2860/2904] eta: 0:00:33 lr: 0.002219 loss: 0.2149 (0.2229) loss_rec_all: 0.2403 (0.2483) loss_rec_sfr: 0.3230 (0.3498) loss_cl: -0.2783 (-0.2787) time: 0.7454 data: 0.0001 max mem: 29860 [14:04:34.924976] Epoch: [36] [2880/2904] eta: 0:00:18 lr: 0.002220 loss: 0.2171 (0.2229) loss_rec_all: 0.2423 (0.2483) loss_rec_sfr: 0.3484 (0.3499) loss_cl: -0.2787 (-0.2787) time: 0.7452 data: 0.0001 max mem: 29860 [14:04:49.825650] Epoch: [36] [2900/2904] eta: 0:00:03 lr: 0.002220 loss: 0.2129 (0.2229) loss_rec_all: 0.2383 (0.2483) loss_rec_sfr: 0.3051 (0.3498) loss_cl: -0.2793 (-0.2787) time: 0.7450 data: 0.0001 max mem: 29860 [14:04:52.066986] Epoch: [36] [2903/2904] eta: 0:00:00 lr: 0.002220 loss: 0.2118 (0.2229) loss_rec_all: 0.2378 (0.2483) loss_rec_sfr: 0.3051 (0.3497) loss_cl: -0.2792 (-0.2787) time: 0.7449 data: 0.0001 max mem: 29860 [14:04:54.208842] Epoch: [36] Total time: 0:36:28 (0.7535 s / it) [14:04:54.220311] Averaged stats: lr: 0.002220 loss: 0.2118 (0.2250) loss_rec_all: 0.2378 (0.2481) loss_rec_sfr: 0.3051 (0.3497) loss_cl: -0.2792 (-0.2553) [14:04:54.225029] log_dir: ./checkpoint/VF2_ViT-B [14:05:12.041112] Epoch: [37] [ 0/2904] eta: 14:22:14 lr: 0.002220 loss: 0.2194 (0.2194) loss_rec_all: 0.2452 (0.2452) loss_rec_sfr: 0.2994 (0.2994) loss_cl: -0.2791 (-0.2791) time: 17.8147 data: 14.9209 max mem: 29860 [14:05:27.496929] Epoch: [37] [ 20/2904] eta: 1:16:09 lr: 0.002220 loss: 0.2137 (0.2237) loss_rec_all: 0.2390 (0.2493) loss_rec_sfr: 0.3064 (0.3445) loss_cl: -0.2795 (-0.2794) time: 0.7728 data: 0.0002 max mem: 29860 [14:05:42.371612] Epoch: [37] [ 40/2904] eta: 0:56:03 lr: 0.002221 loss: 0.2101 (0.2275) loss_rec_all: 0.2353 (0.2528) loss_rec_sfr: 0.3572 (0.3635) loss_cl: -0.2784 (-0.2788) time: 0.7437 data: 0.0002 max mem: 29860 [14:05:57.251958] Epoch: [37] [ 60/2904] eta: 0:48:58 lr: 0.002221 loss: 0.2137 (0.2237) loss_rec_all: 0.2389 (0.2491) loss_rec_sfr: 0.3462 (0.3558) loss_cl: -0.2791 (-0.2789) time: 0.7440 data: 0.0002 max mem: 29860 [14:06:12.145468] Epoch: [37] [ 80/2904] eta: 0:45:16 lr: 0.002222 loss: 0.2084 (0.2226) loss_rec_all: 0.2343 (0.2480) loss_rec_sfr: 0.3420 (0.3556) loss_cl: -0.2790 (-0.2788) time: 0.7446 data: 0.0002 max mem: 29860 [14:06:27.053213] Epoch: [37] [ 100/2904] eta: 0:42:56 lr: 0.002222 loss: 0.2085 (0.2209) loss_rec_all: 0.2343 (0.2463) loss_rec_sfr: 0.3070 (0.3479) loss_cl: -0.2786 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [14:06:41.974032] Epoch: [37] [ 120/2904] eta: 0:41:18 lr: 0.002222 loss: 0.2092 (0.2206) loss_rec_all: 0.2348 (0.2460) loss_rec_sfr: 0.3319 (0.3479) loss_cl: -0.2794 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [14:06:56.900044] Epoch: [37] [ 140/2904] eta: 0:40:04 lr: 0.002223 loss: 0.2130 (0.2213) loss_rec_all: 0.2382 (0.2467) loss_rec_sfr: 0.3083 (0.3479) loss_cl: -0.2782 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [14:07:11.830890] Epoch: [37] [ 160/2904] eta: 0:39:05 lr: 0.002223 loss: 0.2113 (0.2217) loss_rec_all: 0.2368 (0.2471) loss_rec_sfr: 0.3155 (0.3485) loss_cl: -0.2785 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [14:07:26.756157] Epoch: [37] [ 180/2904] eta: 0:38:15 lr: 0.002224 loss: 0.2120 (0.2225) loss_rec_all: 0.2379 (0.2479) loss_rec_sfr: 0.3390 (0.3506) loss_cl: -0.2784 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [14:07:41.703239] Epoch: [37] [ 200/2904] eta: 0:37:32 lr: 0.002224 loss: 0.2170 (0.2235) loss_rec_all: 0.2422 (0.2489) loss_rec_sfr: 0.3250 (0.3527) loss_cl: -0.2786 (-0.2786) time: 0.7473 data: 0.0002 max mem: 29860 [14:07:56.627334] Epoch: [37] [ 220/2904] eta: 0:36:55 lr: 0.002225 loss: 0.2112 (0.2231) loss_rec_all: 0.2367 (0.2485) loss_rec_sfr: 0.3346 (0.3523) loss_cl: -0.2795 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [14:08:11.550984] Epoch: [37] [ 240/2904] eta: 0:36:21 lr: 0.002225 loss: 0.2124 (0.2230) loss_rec_all: 0.2383 (0.2484) loss_rec_sfr: 0.3347 (0.3523) loss_cl: -0.2799 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [14:08:26.632211] Epoch: [37] [ 260/2904] eta: 0:35:51 lr: 0.002225 loss: 0.2140 (0.2228) loss_rec_all: 0.2392 (0.2482) loss_rec_sfr: 0.3086 (0.3518) loss_cl: -0.2779 (-0.2787) time: 0.7540 data: 0.0002 max mem: 29860 [14:08:41.547203] Epoch: [37] [ 280/2904] eta: 0:35:22 lr: 0.002226 loss: 0.2125 (0.2227) loss_rec_all: 0.2380 (0.2481) loss_rec_sfr: 0.3094 (0.3512) loss_cl: -0.2783 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [14:08:56.464206] Epoch: [37] [ 300/2904] eta: 0:34:55 lr: 0.002226 loss: 0.2175 (0.2232) loss_rec_all: 0.2433 (0.2486) loss_rec_sfr: 0.3140 (0.3520) loss_cl: -0.2789 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [14:09:11.379292] Epoch: [37] [ 320/2904] eta: 0:34:29 lr: 0.002227 loss: 0.2078 (0.2231) loss_rec_all: 0.2332 (0.2486) loss_rec_sfr: 0.2903 (0.3512) loss_cl: -0.2793 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [14:09:26.295748] Epoch: [37] [ 340/2904] eta: 0:34:05 lr: 0.002227 loss: 0.2118 (0.2231) loss_rec_all: 0.2369 (0.2485) loss_rec_sfr: 0.3357 (0.3508) loss_cl: -0.2790 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [14:09:41.217254] Epoch: [37] [ 360/2904] eta: 0:33:42 lr: 0.002227 loss: 0.2129 (0.2234) loss_rec_all: 0.2387 (0.2488) loss_rec_sfr: 0.3135 (0.3515) loss_cl: -0.2778 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [14:09:56.137811] Epoch: [37] [ 380/2904] eta: 0:33:19 lr: 0.002228 loss: 0.2156 (0.2235) loss_rec_all: 0.2410 (0.2489) loss_rec_sfr: 0.3345 (0.3521) loss_cl: -0.2797 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [14:10:11.058271] Epoch: [37] [ 400/2904] eta: 0:32:58 lr: 0.002228 loss: 0.2118 (0.2235) loss_rec_all: 0.2376 (0.2489) loss_rec_sfr: 0.3527 (0.3529) loss_cl: -0.2788 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [14:10:25.977998] Epoch: [37] [ 420/2904] eta: 0:32:37 lr: 0.002229 loss: 0.2092 (0.2236) loss_rec_all: 0.2345 (0.2490) loss_rec_sfr: 0.3408 (0.3532) loss_cl: -0.2794 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [14:10:40.900882] Epoch: [37] [ 440/2904] eta: 0:32:16 lr: 0.002229 loss: 0.2111 (0.2232) loss_rec_all: 0.2365 (0.2486) loss_rec_sfr: 0.3189 (0.3521) loss_cl: -0.2790 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [14:10:55.824790] Epoch: [37] [ 460/2904] eta: 0:31:56 lr: 0.002230 loss: 0.2099 (0.2229) loss_rec_all: 0.2355 (0.2483) loss_rec_sfr: 0.3360 (0.3513) loss_cl: -0.2785 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [14:11:10.750847] Epoch: [37] [ 480/2904] eta: 0:31:37 lr: 0.002230 loss: 0.2175 (0.2231) loss_rec_all: 0.2429 (0.2485) loss_rec_sfr: 0.3178 (0.3516) loss_cl: -0.2788 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [14:11:25.668579] Epoch: [37] [ 500/2904] eta: 0:31:18 lr: 0.002230 loss: 0.2167 (0.2232) loss_rec_all: 0.2425 (0.2486) loss_rec_sfr: 0.3459 (0.3520) loss_cl: -0.2792 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [14:11:40.585739] Epoch: [37] [ 520/2904] eta: 0:30:59 lr: 0.002231 loss: 0.2106 (0.2231) loss_rec_all: 0.2362 (0.2485) loss_rec_sfr: 0.3148 (0.3519) loss_cl: -0.2783 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [14:11:55.498671] Epoch: [37] [ 540/2904] eta: 0:30:40 lr: 0.002231 loss: 0.2113 (0.2229) loss_rec_all: 0.2372 (0.2484) loss_rec_sfr: 0.3438 (0.3520) loss_cl: -0.2774 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [14:12:10.412306] Epoch: [37] [ 560/2904] eta: 0:30:22 lr: 0.002232 loss: 0.2169 (0.2230) loss_rec_all: 0.2426 (0.2484) loss_rec_sfr: 0.3111 (0.3518) loss_cl: -0.2781 (-0.2786) time: 0.7456 data: 0.0002 max mem: 29860 [14:12:25.324719] Epoch: [37] [ 580/2904] eta: 0:30:04 lr: 0.002232 loss: 0.2094 (0.2226) loss_rec_all: 0.2349 (0.2480) loss_rec_sfr: 0.3177 (0.3512) loss_cl: -0.2787 (-0.2786) time: 0.7456 data: 0.0002 max mem: 29860 [14:12:40.240056] Epoch: [37] [ 600/2904] eta: 0:29:46 lr: 0.002232 loss: 0.2098 (0.2227) loss_rec_all: 0.2352 (0.2481) loss_rec_sfr: 0.3105 (0.3512) loss_cl: -0.2795 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [14:12:55.160437] Epoch: [37] [ 620/2904] eta: 0:29:28 lr: 0.002233 loss: 0.2176 (0.2227) loss_rec_all: 0.2433 (0.2481) loss_rec_sfr: 0.3073 (0.3510) loss_cl: -0.2796 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [14:13:10.078950] Epoch: [37] [ 640/2904] eta: 0:29:11 lr: 0.002233 loss: 0.2113 (0.2226) loss_rec_all: 0.2367 (0.2481) loss_rec_sfr: 0.3117 (0.3507) loss_cl: -0.2782 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [14:13:24.992125] Epoch: [37] [ 660/2904] eta: 0:28:53 lr: 0.002234 loss: 0.2136 (0.2227) loss_rec_all: 0.2388 (0.2481) loss_rec_sfr: 0.3556 (0.3513) loss_cl: -0.2780 (-0.2786) time: 0.7456 data: 0.0002 max mem: 29860 [14:13:39.916429] Epoch: [37] [ 680/2904] eta: 0:28:36 lr: 0.002234 loss: 0.2135 (0.2226) loss_rec_all: 0.2395 (0.2481) loss_rec_sfr: 0.3078 (0.3508) loss_cl: -0.2790 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [14:13:54.841654] Epoch: [37] [ 700/2904] eta: 0:28:19 lr: 0.002234 loss: 0.2061 (0.2223) loss_rec_all: 0.2318 (0.2477) loss_rec_sfr: 0.3064 (0.3498) loss_cl: -0.2785 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [14:14:09.768371] Epoch: [37] [ 720/2904] eta: 0:28:02 lr: 0.002235 loss: 0.2096 (0.2224) loss_rec_all: 0.2350 (0.2478) loss_rec_sfr: 0.3513 (0.3503) loss_cl: -0.2795 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [14:14:24.694928] Epoch: [37] [ 740/2904] eta: 0:27:45 lr: 0.002235 loss: 0.2117 (0.2224) loss_rec_all: 0.2379 (0.2478) loss_rec_sfr: 0.3163 (0.3501) loss_cl: -0.2785 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [14:14:39.621743] Epoch: [37] [ 760/2904] eta: 0:27:29 lr: 0.002236 loss: 0.2131 (0.2224) loss_rec_all: 0.2384 (0.2478) loss_rec_sfr: 0.3416 (0.3504) loss_cl: -0.2790 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [14:14:54.540474] Epoch: [37] [ 780/2904] eta: 0:27:12 lr: 0.002236 loss: 0.2109 (0.2225) loss_rec_all: 0.2364 (0.2479) loss_rec_sfr: 0.3080 (0.3507) loss_cl: -0.2777 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [14:15:09.458155] Epoch: [37] [ 800/2904] eta: 0:26:55 lr: 0.002237 loss: 0.2132 (0.2224) loss_rec_all: 0.2386 (0.2478) loss_rec_sfr: 0.3489 (0.3506) loss_cl: -0.2786 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [14:15:24.373021] Epoch: [37] [ 820/2904] eta: 0:26:39 lr: 0.002237 loss: 0.2105 (0.2225) loss_rec_all: 0.2363 (0.2479) loss_rec_sfr: 0.3161 (0.3507) loss_cl: -0.2787 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [14:15:39.294958] Epoch: [37] [ 840/2904] eta: 0:26:23 lr: 0.002237 loss: 0.2121 (0.2224) loss_rec_all: 0.2377 (0.2478) loss_rec_sfr: 0.3027 (0.3504) loss_cl: -0.2791 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [14:15:54.212766] Epoch: [37] [ 860/2904] eta: 0:26:06 lr: 0.002238 loss: 0.2117 (0.2224) loss_rec_all: 0.2371 (0.2479) loss_rec_sfr: 0.3400 (0.3506) loss_cl: -0.2793 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [14:16:09.139102] Epoch: [37] [ 880/2904] eta: 0:25:50 lr: 0.002238 loss: 0.2168 (0.2227) loss_rec_all: 0.2426 (0.2481) loss_rec_sfr: 0.3496 (0.3512) loss_cl: -0.2792 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [14:16:24.070291] Epoch: [37] [ 900/2904] eta: 0:25:34 lr: 0.002239 loss: 0.2153 (0.2227) loss_rec_all: 0.2409 (0.2481) loss_rec_sfr: 0.3056 (0.3510) loss_cl: -0.2787 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [14:16:38.996255] Epoch: [37] [ 920/2904] eta: 0:25:18 lr: 0.002239 loss: 0.2141 (0.2227) loss_rec_all: 0.2396 (0.2481) loss_rec_sfr: 0.3152 (0.3508) loss_cl: -0.2777 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [14:16:53.921054] Epoch: [37] [ 940/2904] eta: 0:25:02 lr: 0.002239 loss: 0.2136 (0.2227) loss_rec_all: 0.2386 (0.2481) loss_rec_sfr: 0.3543 (0.3511) loss_cl: -0.2785 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [14:17:08.847209] Epoch: [37] [ 960/2904] eta: 0:24:45 lr: 0.002240 loss: 0.2116 (0.2227) loss_rec_all: 0.2376 (0.2481) loss_rec_sfr: 0.3259 (0.3510) loss_cl: -0.2789 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [14:17:23.768089] Epoch: [37] [ 980/2904] eta: 0:24:29 lr: 0.002240 loss: 0.2076 (0.2226) loss_rec_all: 0.2334 (0.2480) loss_rec_sfr: 0.3048 (0.3507) loss_cl: -0.2793 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [14:17:38.847608] Epoch: [37] [1000/2904] eta: 0:24:14 lr: 0.002241 loss: 0.2086 (0.2225) loss_rec_all: 0.2338 (0.2479) loss_rec_sfr: 0.3328 (0.3506) loss_cl: -0.2785 (-0.2786) time: 0.7539 data: 0.0002 max mem: 29860 [14:17:53.768250] Epoch: [37] [1020/2904] eta: 0:23:58 lr: 0.002241 loss: 0.2076 (0.2224) loss_rec_all: 0.2330 (0.2478) loss_rec_sfr: 0.3447 (0.3507) loss_cl: -0.2789 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [14:18:08.685220] Epoch: [37] [1040/2904] eta: 0:23:42 lr: 0.002241 loss: 0.2124 (0.2224) loss_rec_all: 0.2378 (0.2478) loss_rec_sfr: 0.3060 (0.3505) loss_cl: -0.2790 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [14:18:23.607428] Epoch: [37] [1060/2904] eta: 0:23:26 lr: 0.002242 loss: 0.2111 (0.2223) loss_rec_all: 0.2373 (0.2477) loss_rec_sfr: 0.3052 (0.3500) loss_cl: -0.2788 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [14:18:38.531147] Epoch: [37] [1080/2904] eta: 0:23:10 lr: 0.002242 loss: 0.2125 (0.2224) loss_rec_all: 0.2380 (0.2478) loss_rec_sfr: 0.3080 (0.3504) loss_cl: -0.2775 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [14:18:53.453931] Epoch: [37] [1100/2904] eta: 0:22:55 lr: 0.002243 loss: 0.2154 (0.2225) loss_rec_all: 0.2408 (0.2479) loss_rec_sfr: 0.3433 (0.3506) loss_cl: -0.2792 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [14:19:08.392253] Epoch: [37] [1120/2904] eta: 0:22:39 lr: 0.002243 loss: 0.2113 (0.2225) loss_rec_all: 0.2367 (0.2479) loss_rec_sfr: 0.3118 (0.3505) loss_cl: -0.2789 (-0.2786) time: 0.7469 data: 0.0002 max mem: 29860 [14:19:23.318905] Epoch: [37] [1140/2904] eta: 0:22:23 lr: 0.002244 loss: 0.2100 (0.2225) loss_rec_all: 0.2358 (0.2479) loss_rec_sfr: 0.3478 (0.3506) loss_cl: -0.2791 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [14:19:38.256299] Epoch: [37] [1160/2904] eta: 0:22:07 lr: 0.002244 loss: 0.2125 (0.2224) loss_rec_all: 0.2379 (0.2478) loss_rec_sfr: 0.3438 (0.3505) loss_cl: -0.2784 (-0.2786) time: 0.7468 data: 0.0002 max mem: 29860 [14:19:53.189031] Epoch: [37] [1180/2904] eta: 0:21:52 lr: 0.002244 loss: 0.2122 (0.2223) loss_rec_all: 0.2381 (0.2477) loss_rec_sfr: 0.3041 (0.3499) loss_cl: -0.2790 (-0.2786) time: 0.7466 data: 0.0002 max mem: 29860 [14:20:08.121878] Epoch: [37] [1200/2904] eta: 0:21:36 lr: 0.002245 loss: 0.2074 (0.2221) loss_rec_all: 0.2329 (0.2475) loss_rec_sfr: 0.3038 (0.3494) loss_cl: -0.2797 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [14:20:23.042711] Epoch: [37] [1220/2904] eta: 0:21:20 lr: 0.002245 loss: 0.2129 (0.2220) loss_rec_all: 0.2382 (0.2474) loss_rec_sfr: 0.3077 (0.3491) loss_cl: -0.2789 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [14:20:37.966376] Epoch: [37] [1240/2904] eta: 0:21:05 lr: 0.002246 loss: 0.2121 (0.2220) loss_rec_all: 0.2378 (0.2474) loss_rec_sfr: 0.3082 (0.3489) loss_cl: -0.2794 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [14:20:52.890374] Epoch: [37] [1260/2904] eta: 0:20:49 lr: 0.002246 loss: 0.2158 (0.2221) loss_rec_all: 0.2415 (0.2475) loss_rec_sfr: 0.3106 (0.3490) loss_cl: -0.2800 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [14:21:07.814674] Epoch: [37] [1280/2904] eta: 0:20:34 lr: 0.002246 loss: 0.2141 (0.2222) loss_rec_all: 0.2399 (0.2476) loss_rec_sfr: 0.3053 (0.3490) loss_cl: -0.2786 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [14:21:22.736667] Epoch: [37] [1300/2904] eta: 0:20:18 lr: 0.002247 loss: 0.2081 (0.2221) loss_rec_all: 0.2335 (0.2475) loss_rec_sfr: 0.3469 (0.3489) loss_cl: -0.2794 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [14:21:37.658988] Epoch: [37] [1320/2904] eta: 0:20:03 lr: 0.002247 loss: 0.2137 (0.2222) loss_rec_all: 0.2394 (0.2476) loss_rec_sfr: 0.3256 (0.3492) loss_cl: -0.2788 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [14:21:52.620124] Epoch: [37] [1340/2904] eta: 0:19:47 lr: 0.002248 loss: 0.2107 (0.2222) loss_rec_all: 0.2364 (0.2476) loss_rec_sfr: 0.3432 (0.3494) loss_cl: -0.2780 (-0.2786) time: 0.7480 data: 0.0002 max mem: 29860 [14:22:07.580614] Epoch: [37] [1360/2904] eta: 0:19:32 lr: 0.002248 loss: 0.2092 (0.2221) loss_rec_all: 0.2350 (0.2476) loss_rec_sfr: 0.3116 (0.3492) loss_cl: -0.2787 (-0.2786) time: 0.7480 data: 0.0002 max mem: 29860 [14:22:22.545317] Epoch: [37] [1380/2904] eta: 0:19:16 lr: 0.002249 loss: 0.2083 (0.2221) loss_rec_all: 0.2342 (0.2476) loss_rec_sfr: 0.3025 (0.3489) loss_cl: -0.2789 (-0.2786) time: 0.7482 data: 0.0002 max mem: 29860 [14:22:37.505246] Epoch: [37] [1400/2904] eta: 0:19:01 lr: 0.002249 loss: 0.2118 (0.2222) loss_rec_all: 0.2373 (0.2476) loss_rec_sfr: 0.3504 (0.3493) loss_cl: -0.2785 (-0.2786) time: 0.7480 data: 0.0002 max mem: 29860 [14:22:52.477738] Epoch: [37] [1420/2904] eta: 0:18:45 lr: 0.002249 loss: 0.2128 (0.2221) loss_rec_all: 0.2387 (0.2475) loss_rec_sfr: 0.3028 (0.3489) loss_cl: -0.2790 (-0.2786) time: 0.7486 data: 0.0002 max mem: 29860 [14:23:07.448179] Epoch: [37] [1440/2904] eta: 0:18:30 lr: 0.002250 loss: 0.2151 (0.2221) loss_rec_all: 0.2408 (0.2475) loss_rec_sfr: 0.3086 (0.3487) loss_cl: -0.2784 (-0.2786) time: 0.7485 data: 0.0002 max mem: 29860 [14:23:22.383188] Epoch: [37] [1460/2904] eta: 0:18:15 lr: 0.002250 loss: 0.2102 (0.2220) loss_rec_all: 0.2359 (0.2475) loss_rec_sfr: 0.3081 (0.3485) loss_cl: -0.2783 (-0.2786) time: 0.7467 data: 0.0002 max mem: 29860 [14:23:37.305091] Epoch: [37] [1480/2904] eta: 0:17:59 lr: 0.002251 loss: 0.2139 (0.2220) loss_rec_all: 0.2398 (0.2475) loss_rec_sfr: 0.3065 (0.3484) loss_cl: -0.2776 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [14:23:52.226912] Epoch: [37] [1500/2904] eta: 0:17:44 lr: 0.002251 loss: 0.2128 (0.2220) loss_rec_all: 0.2386 (0.2474) loss_rec_sfr: 0.3361 (0.3485) loss_cl: -0.2789 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [14:24:07.149920] Epoch: [37] [1520/2904] eta: 0:17:29 lr: 0.002251 loss: 0.2141 (0.2221) loss_rec_all: 0.2397 (0.2475) loss_rec_sfr: 0.3475 (0.3489) loss_cl: -0.2794 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [14:24:22.075156] Epoch: [37] [1540/2904] eta: 0:17:13 lr: 0.002252 loss: 0.2113 (0.2221) loss_rec_all: 0.2366 (0.2476) loss_rec_sfr: 0.3105 (0.3490) loss_cl: -0.2793 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [14:24:37.008772] Epoch: [37] [1560/2904] eta: 0:16:58 lr: 0.002252 loss: 0.2101 (0.2221) loss_rec_all: 0.2357 (0.2475) loss_rec_sfr: 0.3151 (0.3489) loss_cl: -0.2786 (-0.2786) time: 0.7466 data: 0.0002 max mem: 29860 [14:24:51.967723] Epoch: [37] [1580/2904] eta: 0:16:42 lr: 0.002253 loss: 0.2088 (0.2220) loss_rec_all: 0.2344 (0.2474) loss_rec_sfr: 0.3134 (0.3488) loss_cl: -0.2786 (-0.2786) time: 0.7479 data: 0.0002 max mem: 29860 [14:25:06.918252] Epoch: [37] [1600/2904] eta: 0:16:27 lr: 0.002253 loss: 0.2099 (0.2220) loss_rec_all: 0.2353 (0.2474) loss_rec_sfr: 0.3030 (0.3486) loss_cl: -0.2792 (-0.2786) time: 0.7475 data: 0.0002 max mem: 29860 [14:25:21.892791] Epoch: [37] [1620/2904] eta: 0:16:12 lr: 0.002253 loss: 0.2125 (0.2219) loss_rec_all: 0.2381 (0.2473) loss_rec_sfr: 0.3430 (0.3484) loss_cl: -0.2795 (-0.2786) time: 0.7487 data: 0.0002 max mem: 29860 [14:25:36.856947] Epoch: [37] [1640/2904] eta: 0:15:57 lr: 0.002254 loss: 0.2130 (0.2219) loss_rec_all: 0.2384 (0.2473) loss_rec_sfr: 0.3493 (0.3485) loss_cl: -0.2791 (-0.2786) time: 0.7482 data: 0.0002 max mem: 29860 [14:25:51.819265] Epoch: [37] [1660/2904] eta: 0:15:41 lr: 0.002254 loss: 0.2090 (0.2219) loss_rec_all: 0.2347 (0.2473) loss_rec_sfr: 0.3514 (0.3486) loss_cl: -0.2787 (-0.2786) time: 0.7481 data: 0.0002 max mem: 29860 [14:26:06.765639] Epoch: [37] [1680/2904] eta: 0:15:26 lr: 0.002255 loss: 0.2148 (0.2220) loss_rec_all: 0.2401 (0.2474) loss_rec_sfr: 0.3487 (0.3490) loss_cl: -0.2778 (-0.2786) time: 0.7473 data: 0.0002 max mem: 29860 [14:26:21.731568] Epoch: [37] [1700/2904] eta: 0:15:11 lr: 0.002255 loss: 0.2098 (0.2219) loss_rec_all: 0.2352 (0.2473) loss_rec_sfr: 0.3036 (0.3488) loss_cl: -0.2795 (-0.2786) time: 0.7483 data: 0.0002 max mem: 29860 [14:26:36.682233] Epoch: [37] [1720/2904] eta: 0:14:56 lr: 0.002256 loss: 0.2112 (0.2219) loss_rec_all: 0.2365 (0.2473) loss_rec_sfr: 0.3415 (0.3489) loss_cl: -0.2796 (-0.2786) time: 0.7475 data: 0.0002 max mem: 29860 [14:26:51.636885] Epoch: [37] [1740/2904] eta: 0:14:40 lr: 0.002256 loss: 0.2114 (0.2219) loss_rec_all: 0.2372 (0.2473) loss_rec_sfr: 0.3186 (0.3490) loss_cl: -0.2791 (-0.2786) time: 0.7477 data: 0.0002 max mem: 29860 [14:27:06.584498] Epoch: [37] [1760/2904] eta: 0:14:25 lr: 0.002256 loss: 0.2102 (0.2219) loss_rec_all: 0.2359 (0.2473) loss_rec_sfr: 0.2966 (0.3487) loss_cl: -0.2788 (-0.2786) time: 0.7473 data: 0.0002 max mem: 29860 [14:27:21.535989] Epoch: [37] [1780/2904] eta: 0:14:10 lr: 0.002257 loss: 0.2099 (0.2219) loss_rec_all: 0.2353 (0.2473) loss_rec_sfr: 0.3458 (0.3487) loss_cl: -0.2782 (-0.2786) time: 0.7475 data: 0.0002 max mem: 29860 [14:27:36.483768] Epoch: [37] [1800/2904] eta: 0:13:55 lr: 0.002257 loss: 0.2095 (0.2218) loss_rec_all: 0.2350 (0.2472) loss_rec_sfr: 0.3011 (0.3485) loss_cl: -0.2793 (-0.2786) time: 0.7473 data: 0.0002 max mem: 29860 [14:27:51.440755] Epoch: [37] [1820/2904] eta: 0:13:39 lr: 0.002258 loss: 0.2085 (0.2217) loss_rec_all: 0.2340 (0.2471) loss_rec_sfr: 0.3469 (0.3484) loss_cl: -0.2802 (-0.2787) time: 0.7478 data: 0.0002 max mem: 29860 [14:28:06.387886] Epoch: [37] [1840/2904] eta: 0:13:24 lr: 0.002258 loss: 0.2083 (0.2216) loss_rec_all: 0.2343 (0.2471) loss_rec_sfr: 0.3372 (0.3484) loss_cl: -0.2786 (-0.2787) time: 0.7473 data: 0.0002 max mem: 29860 [14:28:21.352498] Epoch: [37] [1860/2904] eta: 0:13:09 lr: 0.002258 loss: 0.2144 (0.2217) loss_rec_all: 0.2399 (0.2472) loss_rec_sfr: 0.3499 (0.3487) loss_cl: -0.2775 (-0.2787) time: 0.7482 data: 0.0002 max mem: 29860 [14:28:36.341763] Epoch: [37] [1880/2904] eta: 0:12:54 lr: 0.002259 loss: 0.2082 (0.2216) loss_rec_all: 0.2336 (0.2471) loss_rec_sfr: 0.3010 (0.3484) loss_cl: -0.2789 (-0.2787) time: 0.7494 data: 0.0002 max mem: 29860 [14:28:51.329088] Epoch: [37] [1900/2904] eta: 0:12:38 lr: 0.002259 loss: 0.2133 (0.2217) loss_rec_all: 0.2387 (0.2471) loss_rec_sfr: 0.3581 (0.3485) loss_cl: -0.2799 (-0.2787) time: 0.7493 data: 0.0003 max mem: 29860 [14:29:06.281469] Epoch: [37] [1920/2904] eta: 0:12:23 lr: 0.002260 loss: 0.2107 (0.2217) loss_rec_all: 0.2362 (0.2471) loss_rec_sfr: 0.3370 (0.3485) loss_cl: -0.2796 (-0.2787) time: 0.7476 data: 0.0002 max mem: 29860 [14:29:21.222464] Epoch: [37] [1940/2904] eta: 0:12:08 lr: 0.002260 loss: 0.2111 (0.2216) loss_rec_all: 0.2367 (0.2470) loss_rec_sfr: 0.3030 (0.3482) loss_cl: -0.2783 (-0.2787) time: 0.7470 data: 0.0002 max mem: 29860 [14:29:36.162589] Epoch: [37] [1960/2904] eta: 0:11:53 lr: 0.002260 loss: 0.2128 (0.2217) loss_rec_all: 0.2386 (0.2471) loss_rec_sfr: 0.3238 (0.3485) loss_cl: -0.2788 (-0.2787) time: 0.7470 data: 0.0002 max mem: 29860 [14:29:51.220536] Epoch: [37] [1980/2904] eta: 0:11:38 lr: 0.002261 loss: 0.2143 (0.2217) loss_rec_all: 0.2396 (0.2471) loss_rec_sfr: 0.3391 (0.3484) loss_cl: -0.2779 (-0.2786) time: 0.7529 data: 0.0002 max mem: 29860 [14:30:06.139059] Epoch: [37] [2000/2904] eta: 0:11:23 lr: 0.002261 loss: 0.2110 (0.2217) loss_rec_all: 0.2364 (0.2471) loss_rec_sfr: 0.3151 (0.3484) loss_cl: -0.2788 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [14:30:21.053845] Epoch: [37] [2020/2904] eta: 0:11:07 lr: 0.002262 loss: 0.2115 (0.2217) loss_rec_all: 0.2372 (0.2471) loss_rec_sfr: 0.3398 (0.3485) loss_cl: -0.2798 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [14:30:35.965704] Epoch: [37] [2040/2904] eta: 0:10:52 lr: 0.002262 loss: 0.2088 (0.2217) loss_rec_all: 0.2344 (0.2471) loss_rec_sfr: 0.3040 (0.3484) loss_cl: -0.2793 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [14:30:50.882273] Epoch: [37] [2060/2904] eta: 0:10:37 lr: 0.002263 loss: 0.2088 (0.2216) loss_rec_all: 0.2343 (0.2470) loss_rec_sfr: 0.3352 (0.3484) loss_cl: -0.2785 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [14:31:05.794250] Epoch: [37] [2080/2904] eta: 0:10:22 lr: 0.002263 loss: 0.2069 (0.2216) loss_rec_all: 0.2327 (0.2470) loss_rec_sfr: 0.3380 (0.3485) loss_cl: -0.2792 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [14:31:20.702845] Epoch: [37] [2100/2904] eta: 0:10:07 lr: 0.002263 loss: 0.2115 (0.2216) loss_rec_all: 0.2372 (0.2470) loss_rec_sfr: 0.3486 (0.3485) loss_cl: -0.2792 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [14:31:35.618312] Epoch: [37] [2120/2904] eta: 0:09:51 lr: 0.002264 loss: 0.2105 (0.2217) loss_rec_all: 0.2364 (0.2471) loss_rec_sfr: 0.3455 (0.3488) loss_cl: -0.2789 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [14:31:50.537282] Epoch: [37] [2140/2904] eta: 0:09:36 lr: 0.002264 loss: 0.2130 (0.2217) loss_rec_all: 0.2388 (0.2471) loss_rec_sfr: 0.3645 (0.3491) loss_cl: -0.2777 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [14:32:05.454118] Epoch: [37] [2160/2904] eta: 0:09:21 lr: 0.002265 loss: 0.2158 (0.2218) loss_rec_all: 0.2412 (0.2472) loss_rec_sfr: 0.3555 (0.3493) loss_cl: -0.2791 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [14:32:20.383971] Epoch: [37] [2180/2904] eta: 0:09:06 lr: 0.002265 loss: 0.2170 (0.2218) loss_rec_all: 0.2426 (0.2472) loss_rec_sfr: 0.3055 (0.3491) loss_cl: -0.2793 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [14:32:35.312029] Epoch: [37] [2200/2904] eta: 0:08:51 lr: 0.002265 loss: 0.2060 (0.2218) loss_rec_all: 0.2317 (0.2472) loss_rec_sfr: 0.3417 (0.3494) loss_cl: -0.2791 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [14:32:50.236224] Epoch: [37] [2220/2904] eta: 0:08:36 lr: 0.002266 loss: 0.2140 (0.2218) loss_rec_all: 0.2392 (0.2473) loss_rec_sfr: 0.3145 (0.3495) loss_cl: -0.2778 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [14:33:05.172393] Epoch: [37] [2240/2904] eta: 0:08:20 lr: 0.002266 loss: 0.2123 (0.2219) loss_rec_all: 0.2383 (0.2473) loss_rec_sfr: 0.3041 (0.3494) loss_cl: -0.2793 (-0.2787) time: 0.7468 data: 0.0002 max mem: 29860 [14:33:20.102943] Epoch: [37] [2260/2904] eta: 0:08:05 lr: 0.002267 loss: 0.2147 (0.2220) loss_rec_all: 0.2404 (0.2474) loss_rec_sfr: 0.3123 (0.3496) loss_cl: -0.2798 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [14:33:35.040307] Epoch: [37] [2280/2904] eta: 0:07:50 lr: 0.002267 loss: 0.2118 (0.2220) loss_rec_all: 0.2371 (0.2474) loss_rec_sfr: 0.3515 (0.3497) loss_cl: -0.2780 (-0.2787) time: 0.7468 data: 0.0002 max mem: 29860 [14:33:49.963934] Epoch: [37] [2300/2904] eta: 0:07:35 lr: 0.002268 loss: 0.2130 (0.2220) loss_rec_all: 0.2384 (0.2474) loss_rec_sfr: 0.3073 (0.3496) loss_cl: -0.2783 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [14:34:04.879409] Epoch: [37] [2320/2904] eta: 0:07:20 lr: 0.002268 loss: 0.2104 (0.2219) loss_rec_all: 0.2366 (0.2473) loss_rec_sfr: 0.3032 (0.3494) loss_cl: -0.2781 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [14:34:19.797641] Epoch: [37] [2340/2904] eta: 0:07:05 lr: 0.002268 loss: 0.2125 (0.2219) loss_rec_all: 0.2379 (0.2474) loss_rec_sfr: 0.3461 (0.3496) loss_cl: -0.2783 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [14:34:34.727986] Epoch: [37] [2360/2904] eta: 0:06:50 lr: 0.002269 loss: 0.2177 (0.2220) loss_rec_all: 0.2435 (0.2474) loss_rec_sfr: 0.3079 (0.3495) loss_cl: -0.2784 (-0.2786) time: 0.7465 data: 0.0002 max mem: 29860 [14:34:49.658813] Epoch: [37] [2380/2904] eta: 0:06:35 lr: 0.002269 loss: 0.2094 (0.2220) loss_rec_all: 0.2351 (0.2474) loss_rec_sfr: 0.3283 (0.3496) loss_cl: -0.2795 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [14:35:04.580226] Epoch: [37] [2400/2904] eta: 0:06:19 lr: 0.002270 loss: 0.2166 (0.2220) loss_rec_all: 0.2419 (0.2474) loss_rec_sfr: 0.3521 (0.3498) loss_cl: -0.2789 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [14:35:19.512901] Epoch: [37] [2420/2904] eta: 0:06:04 lr: 0.002270 loss: 0.2088 (0.2220) loss_rec_all: 0.2347 (0.2474) loss_rec_sfr: 0.3241 (0.3497) loss_cl: -0.2776 (-0.2786) time: 0.7466 data: 0.0002 max mem: 29860 [14:35:34.460983] Epoch: [37] [2440/2904] eta: 0:05:49 lr: 0.002270 loss: 0.2123 (0.2220) loss_rec_all: 0.2381 (0.2474) loss_rec_sfr: 0.3026 (0.3496) loss_cl: -0.2788 (-0.2786) time: 0.7474 data: 0.0002 max mem: 29860 [14:35:49.412851] Epoch: [37] [2460/2904] eta: 0:05:34 lr: 0.002271 loss: 0.2069 (0.2219) loss_rec_all: 0.2328 (0.2474) loss_rec_sfr: 0.2920 (0.3494) loss_cl: -0.2781 (-0.2786) time: 0.7475 data: 0.0002 max mem: 29860 [14:36:04.362152] Epoch: [37] [2480/2904] eta: 0:05:19 lr: 0.002271 loss: 0.2162 (0.2219) loss_rec_all: 0.2413 (0.2473) loss_rec_sfr: 0.3172 (0.3493) loss_cl: -0.2787 (-0.2786) time: 0.7474 data: 0.0002 max mem: 29860 [14:36:19.308442] Epoch: [37] [2500/2904] eta: 0:05:04 lr: 0.002272 loss: 0.2106 (0.2219) loss_rec_all: 0.2364 (0.2473) loss_rec_sfr: 0.3487 (0.3494) loss_cl: -0.2791 (-0.2786) time: 0.7473 data: 0.0002 max mem: 29860 [14:36:34.253410] Epoch: [37] [2520/2904] eta: 0:04:49 lr: 0.002272 loss: 0.2118 (0.2218) loss_rec_all: 0.2372 (0.2472) loss_rec_sfr: 0.3409 (0.3493) loss_cl: -0.2788 (-0.2786) time: 0.7472 data: 0.0002 max mem: 29860 [14:36:49.218191] Epoch: [37] [2540/2904] eta: 0:04:34 lr: 0.002272 loss: 0.2190 (0.2219) loss_rec_all: 0.2448 (0.2473) loss_rec_sfr: 0.3163 (0.3493) loss_cl: -0.2787 (-0.2786) time: 0.7482 data: 0.0003 max mem: 29860 [14:37:04.174130] Epoch: [37] [2560/2904] eta: 0:04:19 lr: 0.002273 loss: 0.2177 (0.2219) loss_rec_all: 0.2436 (0.2474) loss_rec_sfr: 0.3493 (0.3496) loss_cl: -0.2787 (-0.2786) time: 0.7478 data: 0.0002 max mem: 29860 [14:37:19.158094] Epoch: [37] [2580/2904] eta: 0:04:04 lr: 0.002273 loss: 0.2094 (0.2219) loss_rec_all: 0.2354 (0.2473) loss_rec_sfr: 0.3053 (0.3493) loss_cl: -0.2791 (-0.2787) time: 0.7491 data: 0.0003 max mem: 29860 [14:37:34.146998] Epoch: [37] [2600/2904] eta: 0:03:49 lr: 0.002274 loss: 0.2113 (0.2219) loss_rec_all: 0.2370 (0.2473) loss_rec_sfr: 0.3052 (0.3494) loss_cl: -0.2787 (-0.2787) time: 0.7494 data: 0.0003 max mem: 29860 [14:37:49.108561] Epoch: [37] [2620/2904] eta: 0:03:33 lr: 0.002274 loss: 0.2163 (0.2219) loss_rec_all: 0.2418 (0.2473) loss_rec_sfr: 0.3106 (0.3494) loss_cl: -0.2786 (-0.2786) time: 0.7480 data: 0.0002 max mem: 29860 [14:38:04.078232] Epoch: [37] [2640/2904] eta: 0:03:18 lr: 0.002275 loss: 0.2116 (0.2219) loss_rec_all: 0.2373 (0.2473) loss_rec_sfr: 0.3066 (0.3493) loss_cl: -0.2787 (-0.2786) time: 0.7484 data: 0.0002 max mem: 29860 [14:38:19.045853] Epoch: [37] [2660/2904] eta: 0:03:03 lr: 0.002275 loss: 0.2140 (0.2219) loss_rec_all: 0.2397 (0.2473) loss_rec_sfr: 0.3111 (0.3492) loss_cl: -0.2793 (-0.2786) time: 0.7483 data: 0.0002 max mem: 29860 [14:38:34.030127] Epoch: [37] [2680/2904] eta: 0:02:48 lr: 0.002275 loss: 0.2082 (0.2219) loss_rec_all: 0.2338 (0.2473) loss_rec_sfr: 0.3116 (0.3492) loss_cl: -0.2789 (-0.2786) time: 0.7492 data: 0.0002 max mem: 29860 [14:38:49.036226] Epoch: [37] [2700/2904] eta: 0:02:33 lr: 0.002276 loss: 0.2110 (0.2219) loss_rec_all: 0.2367 (0.2473) loss_rec_sfr: 0.3313 (0.3492) loss_cl: -0.2776 (-0.2786) time: 0.7503 data: 0.0002 max mem: 29860 [14:39:04.035832] Epoch: [37] [2720/2904] eta: 0:02:18 lr: 0.002276 loss: 0.2160 (0.2219) loss_rec_all: 0.2419 (0.2473) loss_rec_sfr: 0.3148 (0.3492) loss_cl: -0.2800 (-0.2786) time: 0.7499 data: 0.0002 max mem: 29860 [14:39:19.040749] Epoch: [37] [2740/2904] eta: 0:02:03 lr: 0.002277 loss: 0.2122 (0.2219) loss_rec_all: 0.2378 (0.2473) loss_rec_sfr: 0.3459 (0.3493) loss_cl: -0.2786 (-0.2786) time: 0.7502 data: 0.0002 max mem: 29860 [14:39:34.066913] Epoch: [37] [2760/2904] eta: 0:01:48 lr: 0.002277 loss: 0.2082 (0.2219) loss_rec_all: 0.2334 (0.2473) loss_rec_sfr: 0.3183 (0.3493) loss_cl: -0.2783 (-0.2786) time: 0.7512 data: 0.0003 max mem: 29860 [14:39:49.072193] Epoch: [37] [2780/2904] eta: 0:01:33 lr: 0.002277 loss: 0.2070 (0.2218) loss_rec_all: 0.2325 (0.2473) loss_rec_sfr: 0.3085 (0.3491) loss_cl: -0.2781 (-0.2786) time: 0.7502 data: 0.0003 max mem: 29860 [14:40:04.039809] Epoch: [37] [2800/2904] eta: 0:01:18 lr: 0.002278 loss: 0.2076 (0.2218) loss_rec_all: 0.2332 (0.2472) loss_rec_sfr: 0.3148 (0.3490) loss_cl: -0.2794 (-0.2786) time: 0.7483 data: 0.0002 max mem: 29860 [14:40:19.001297] Epoch: [37] [2820/2904] eta: 0:01:03 lr: 0.002278 loss: 0.2145 (0.2218) loss_rec_all: 0.2398 (0.2472) loss_rec_sfr: 0.3361 (0.3490) loss_cl: -0.2792 (-0.2786) time: 0.7480 data: 0.0002 max mem: 29860 [14:40:34.046658] Epoch: [37] [2840/2904] eta: 0:00:48 lr: 0.002279 loss: 0.2121 (0.2218) loss_rec_all: 0.2375 (0.2472) loss_rec_sfr: 0.3303 (0.3490) loss_cl: -0.2796 (-0.2787) time: 0.7522 data: 0.0032 max mem: 29860 [14:40:49.004677] Epoch: [37] [2860/2904] eta: 0:00:33 lr: 0.002279 loss: 0.2127 (0.2217) loss_rec_all: 0.2380 (0.2472) loss_rec_sfr: 0.3005 (0.3488) loss_cl: -0.2781 (-0.2786) time: 0.7479 data: 0.0001 max mem: 29860 [14:41:03.953198] Epoch: [37] [2880/2904] eta: 0:00:18 lr: 0.002280 loss: 0.2121 (0.2217) loss_rec_all: 0.2376 (0.2472) loss_rec_sfr: 0.3125 (0.3488) loss_cl: -0.2781 (-0.2786) time: 0.7474 data: 0.0001 max mem: 29860 [14:41:18.905487] Epoch: [37] [2900/2904] eta: 0:00:03 lr: 0.002280 loss: 0.2126 (0.2218) loss_rec_all: 0.2383 (0.2472) loss_rec_sfr: 0.3112 (0.3489) loss_cl: -0.2780 (-0.2786) time: 0.7476 data: 0.0001 max mem: 29860 [14:41:21.160651] Epoch: [37] [2903/2904] eta: 0:00:00 lr: 0.002280 loss: 0.2120 (0.2218) loss_rec_all: 0.2374 (0.2472) loss_rec_sfr: 0.3112 (0.3489) loss_cl: -0.2783 (-0.2786) time: 0.7479 data: 0.0001 max mem: 29860 [14:41:23.349568] Epoch: [37] Total time: 0:36:29 (0.7538 s / it) [14:41:23.365386] Averaged stats: lr: 0.002280 loss: 0.2120 (0.2247) loss_rec_all: 0.2374 (0.2478) loss_rec_sfr: 0.3112 (0.3500) loss_cl: -0.2783 (-0.2553) [14:41:23.372084] log_dir: ./checkpoint/VF2_ViT-B [14:41:42.549082] Epoch: [38] [ 0/2904] eta: 15:28:04 lr: 0.002280 loss: 0.2146 (0.2146) loss_rec_all: 0.2399 (0.2399) loss_rec_sfr: 0.3665 (0.3665) loss_cl: -0.2787 (-0.2787) time: 19.1752 data: 13.2969 max mem: 29860 [14:41:58.957894] Epoch: [38] [ 20/2904] eta: 1:21:26 lr: 0.002280 loss: 0.2078 (0.2131) loss_rec_all: 0.2334 (0.2386) loss_rec_sfr: 0.3123 (0.3288) loss_cl: -0.2788 (-0.2786) time: 0.8204 data: 0.0760 max mem: 29860 [14:42:13.869102] Epoch: [38] [ 40/2904] eta: 0:58:47 lr: 0.002281 loss: 0.2176 (0.2228) loss_rec_all: 0.2435 (0.2482) loss_rec_sfr: 0.3130 (0.3488) loss_cl: -0.2794 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [14:42:28.788696] Epoch: [38] [ 60/2904] eta: 0:50:49 lr: 0.002281 loss: 0.2124 (0.2241) loss_rec_all: 0.2379 (0.2495) loss_rec_sfr: 0.3529 (0.3552) loss_cl: -0.2795 (-0.2790) time: 0.7459 data: 0.0002 max mem: 29860 [14:42:43.719918] Epoch: [38] [ 80/2904] eta: 0:46:41 lr: 0.002282 loss: 0.2163 (0.2232) loss_rec_all: 0.2424 (0.2486) loss_rec_sfr: 0.3086 (0.3496) loss_cl: -0.2785 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [14:42:58.652866] Epoch: [38] [ 100/2904] eta: 0:44:05 lr: 0.002282 loss: 0.2081 (0.2225) loss_rec_all: 0.2340 (0.2479) loss_rec_sfr: 0.3508 (0.3519) loss_cl: -0.2789 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [14:43:13.605123] Epoch: [38] [ 120/2904] eta: 0:42:16 lr: 0.002282 loss: 0.2097 (0.2218) loss_rec_all: 0.2354 (0.2472) loss_rec_sfr: 0.3027 (0.3501) loss_cl: -0.2789 (-0.2788) time: 0.7476 data: 0.0002 max mem: 29860 [14:43:28.551593] Epoch: [38] [ 140/2904] eta: 0:40:53 lr: 0.002283 loss: 0.2084 (0.2222) loss_rec_all: 0.2342 (0.2476) loss_rec_sfr: 0.3422 (0.3526) loss_cl: -0.2785 (-0.2787) time: 0.7473 data: 0.0002 max mem: 29860 [14:43:43.502800] Epoch: [38] [ 160/2904] eta: 0:39:48 lr: 0.002283 loss: 0.2122 (0.2223) loss_rec_all: 0.2375 (0.2477) loss_rec_sfr: 0.3076 (0.3511) loss_cl: -0.2792 (-0.2787) time: 0.7475 data: 0.0002 max mem: 29860 [14:43:58.444543] Epoch: [38] [ 180/2904] eta: 0:38:53 lr: 0.002284 loss: 0.2131 (0.2226) loss_rec_all: 0.2384 (0.2480) loss_rec_sfr: 0.3339 (0.3524) loss_cl: -0.2794 (-0.2788) time: 0.7470 data: 0.0002 max mem: 29860 [14:44:13.405568] Epoch: [38] [ 200/2904] eta: 0:38:07 lr: 0.002284 loss: 0.2108 (0.2224) loss_rec_all: 0.2364 (0.2478) loss_rec_sfr: 0.3366 (0.3521) loss_cl: -0.2793 (-0.2788) time: 0.7480 data: 0.0002 max mem: 29860 [14:44:28.345228] Epoch: [38] [ 220/2904] eta: 0:37:26 lr: 0.002285 loss: 0.2113 (0.2224) loss_rec_all: 0.2371 (0.2478) loss_rec_sfr: 0.2992 (0.3512) loss_cl: -0.2782 (-0.2788) time: 0.7469 data: 0.0002 max mem: 29860 [14:44:43.323019] Epoch: [38] [ 240/2904] eta: 0:36:50 lr: 0.002285 loss: 0.2043 (0.2220) loss_rec_all: 0.2297 (0.2474) loss_rec_sfr: 0.3395 (0.3514) loss_cl: -0.2778 (-0.2787) time: 0.7488 data: 0.0002 max mem: 29860 [14:44:58.272541] Epoch: [38] [ 260/2904] eta: 0:36:16 lr: 0.002285 loss: 0.2085 (0.2219) loss_rec_all: 0.2338 (0.2473) loss_rec_sfr: 0.3411 (0.3515) loss_cl: -0.2786 (-0.2787) time: 0.7474 data: 0.0002 max mem: 29860 [14:45:13.216203] Epoch: [38] [ 280/2904] eta: 0:35:46 lr: 0.002286 loss: 0.2162 (0.2224) loss_rec_all: 0.2421 (0.2478) loss_rec_sfr: 0.3384 (0.3527) loss_cl: -0.2795 (-0.2788) time: 0.7471 data: 0.0002 max mem: 29860 [14:45:28.181306] Epoch: [38] [ 300/2904] eta: 0:35:17 lr: 0.002286 loss: 0.2108 (0.2224) loss_rec_all: 0.2367 (0.2478) loss_rec_sfr: 0.3137 (0.3520) loss_cl: -0.2795 (-0.2788) time: 0.7482 data: 0.0003 max mem: 29860 [14:45:43.136764] Epoch: [38] [ 320/2904] eta: 0:34:50 lr: 0.002287 loss: 0.2119 (0.2224) loss_rec_all: 0.2372 (0.2478) loss_rec_sfr: 0.3501 (0.3523) loss_cl: -0.2775 (-0.2787) time: 0.7477 data: 0.0002 max mem: 29860 [14:45:58.088982] Epoch: [38] [ 340/2904] eta: 0:34:25 lr: 0.002287 loss: 0.2152 (0.2227) loss_rec_all: 0.2405 (0.2481) loss_rec_sfr: 0.3125 (0.3527) loss_cl: -0.2777 (-0.2787) time: 0.7476 data: 0.0002 max mem: 29860 [14:46:13.033502] Epoch: [38] [ 360/2904] eta: 0:34:01 lr: 0.002287 loss: 0.2128 (0.2228) loss_rec_all: 0.2384 (0.2482) loss_rec_sfr: 0.3073 (0.3527) loss_cl: -0.2793 (-0.2787) time: 0.7472 data: 0.0002 max mem: 29860 [14:46:27.978250] Epoch: [38] [ 380/2904] eta: 0:33:37 lr: 0.002288 loss: 0.2124 (0.2223) loss_rec_all: 0.2380 (0.2477) loss_rec_sfr: 0.3163 (0.3511) loss_cl: -0.2786 (-0.2787) time: 0.7470 data: 0.0002 max mem: 29860 [14:46:42.944127] Epoch: [38] [ 400/2904] eta: 0:33:15 lr: 0.002288 loss: 0.2135 (0.2224) loss_rec_all: 0.2392 (0.2478) loss_rec_sfr: 0.3265 (0.3512) loss_cl: -0.2784 (-0.2787) time: 0.7483 data: 0.0002 max mem: 29860 [14:46:57.929635] Epoch: [38] [ 420/2904] eta: 0:32:53 lr: 0.002289 loss: 0.2095 (0.2221) loss_rec_all: 0.2353 (0.2475) loss_rec_sfr: 0.3108 (0.3505) loss_cl: -0.2796 (-0.2787) time: 0.7492 data: 0.0002 max mem: 29860 [14:47:12.877862] Epoch: [38] [ 440/2904] eta: 0:32:32 lr: 0.002289 loss: 0.2089 (0.2217) loss_rec_all: 0.2348 (0.2471) loss_rec_sfr: 0.2980 (0.3487) loss_cl: -0.2781 (-0.2787) time: 0.7473 data: 0.0002 max mem: 29860 [14:47:27.823673] Epoch: [38] [ 460/2904] eta: 0:32:12 lr: 0.002290 loss: 0.2109 (0.2216) loss_rec_all: 0.2362 (0.2471) loss_rec_sfr: 0.3456 (0.3486) loss_cl: -0.2789 (-0.2787) time: 0.7472 data: 0.0002 max mem: 29860 [14:47:42.768177] Epoch: [38] [ 480/2904] eta: 0:31:51 lr: 0.002290 loss: 0.2095 (0.2218) loss_rec_all: 0.2356 (0.2472) loss_rec_sfr: 0.3574 (0.3497) loss_cl: -0.2791 (-0.2787) time: 0.7472 data: 0.0002 max mem: 29860 [14:47:57.717094] Epoch: [38] [ 500/2904] eta: 0:31:32 lr: 0.002290 loss: 0.2084 (0.2217) loss_rec_all: 0.2343 (0.2471) loss_rec_sfr: 0.3016 (0.3492) loss_cl: -0.2797 (-0.2787) time: 0.7474 data: 0.0002 max mem: 29860 [14:48:12.658984] Epoch: [38] [ 520/2904] eta: 0:31:12 lr: 0.002291 loss: 0.2081 (0.2216) loss_rec_all: 0.2339 (0.2470) loss_rec_sfr: 0.2995 (0.3485) loss_cl: -0.2790 (-0.2787) time: 0.7470 data: 0.0003 max mem: 29860 [14:48:27.597580] Epoch: [38] [ 540/2904] eta: 0:30:53 lr: 0.002291 loss: 0.2086 (0.2214) loss_rec_all: 0.2342 (0.2468) loss_rec_sfr: 0.3139 (0.3482) loss_cl: -0.2800 (-0.2788) time: 0.7469 data: 0.0002 max mem: 29860 [14:48:42.524577] Epoch: [38] [ 560/2904] eta: 0:30:34 lr: 0.002292 loss: 0.2119 (0.2212) loss_rec_all: 0.2374 (0.2467) loss_rec_sfr: 0.3392 (0.3478) loss_cl: -0.2793 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [14:48:57.441862] Epoch: [38] [ 580/2904] eta: 0:30:16 lr: 0.002292 loss: 0.2084 (0.2211) loss_rec_all: 0.2343 (0.2466) loss_rec_sfr: 0.3133 (0.3474) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [14:49:12.360068] Epoch: [38] [ 600/2904] eta: 0:29:57 lr: 0.002292 loss: 0.2159 (0.2212) loss_rec_all: 0.2415 (0.2466) loss_rec_sfr: 0.3125 (0.3474) loss_cl: -0.2775 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [14:49:27.276977] Epoch: [38] [ 620/2904] eta: 0:29:39 lr: 0.002293 loss: 0.2146 (0.2213) loss_rec_all: 0.2405 (0.2467) loss_rec_sfr: 0.3035 (0.3473) loss_cl: -0.2788 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [14:49:42.196160] Epoch: [38] [ 640/2904] eta: 0:29:21 lr: 0.002293 loss: 0.2155 (0.2214) loss_rec_all: 0.2413 (0.2469) loss_rec_sfr: 0.3099 (0.3474) loss_cl: -0.2783 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [14:49:57.117738] Epoch: [38] [ 660/2904] eta: 0:29:03 lr: 0.002294 loss: 0.2099 (0.2217) loss_rec_all: 0.2354 (0.2471) loss_rec_sfr: 0.3487 (0.3485) loss_cl: -0.2799 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [14:50:12.037353] Epoch: [38] [ 680/2904] eta: 0:28:46 lr: 0.002294 loss: 0.2103 (0.2215) loss_rec_all: 0.2356 (0.2469) loss_rec_sfr: 0.3104 (0.3482) loss_cl: -0.2797 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [14:50:26.955163] Epoch: [38] [ 700/2904] eta: 0:28:28 lr: 0.002294 loss: 0.2083 (0.2214) loss_rec_all: 0.2339 (0.2468) loss_rec_sfr: 0.3003 (0.3476) loss_cl: -0.2793 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [14:50:41.873912] Epoch: [38] [ 720/2904] eta: 0:28:11 lr: 0.002295 loss: 0.2094 (0.2213) loss_rec_all: 0.2350 (0.2467) loss_rec_sfr: 0.3032 (0.3473) loss_cl: -0.2779 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [14:50:56.788837] Epoch: [38] [ 740/2904] eta: 0:27:54 lr: 0.002295 loss: 0.2134 (0.2213) loss_rec_all: 0.2388 (0.2467) loss_rec_sfr: 0.3411 (0.3476) loss_cl: -0.2774 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [14:51:11.710376] Epoch: [38] [ 760/2904] eta: 0:27:37 lr: 0.002296 loss: 0.2078 (0.2212) loss_rec_all: 0.2340 (0.2467) loss_rec_sfr: 0.2863 (0.3470) loss_cl: -0.2792 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [14:51:26.629683] Epoch: [38] [ 780/2904] eta: 0:27:20 lr: 0.002296 loss: 0.2075 (0.2211) loss_rec_all: 0.2337 (0.2465) loss_rec_sfr: 0.3139 (0.3467) loss_cl: -0.2793 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [14:51:41.564848] Epoch: [38] [ 800/2904] eta: 0:27:03 lr: 0.002297 loss: 0.2108 (0.2210) loss_rec_all: 0.2362 (0.2465) loss_rec_sfr: 0.3302 (0.3466) loss_cl: -0.2793 (-0.2787) time: 0.7467 data: 0.0002 max mem: 29860 [14:51:56.486661] Epoch: [38] [ 820/2904] eta: 0:26:46 lr: 0.002297 loss: 0.2153 (0.2211) loss_rec_all: 0.2409 (0.2466) loss_rec_sfr: 0.3074 (0.3468) loss_cl: -0.2787 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [14:52:11.409464] Epoch: [38] [ 840/2904] eta: 0:26:30 lr: 0.002297 loss: 0.2109 (0.2214) loss_rec_all: 0.2368 (0.2468) loss_rec_sfr: 0.3381 (0.3474) loss_cl: -0.2793 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [14:52:26.331338] Epoch: [38] [ 860/2904] eta: 0:26:13 lr: 0.002298 loss: 0.2108 (0.2214) loss_rec_all: 0.2360 (0.2468) loss_rec_sfr: 0.3377 (0.3476) loss_cl: -0.2789 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [14:52:41.258598] Epoch: [38] [ 880/2904] eta: 0:25:57 lr: 0.002298 loss: 0.2099 (0.2214) loss_rec_all: 0.2354 (0.2468) loss_rec_sfr: 0.3366 (0.3477) loss_cl: -0.2780 (-0.2787) time: 0.7463 data: 0.0003 max mem: 29860 [14:52:56.185432] Epoch: [38] [ 900/2904] eta: 0:25:40 lr: 0.002299 loss: 0.2128 (0.2215) loss_rec_all: 0.2383 (0.2469) loss_rec_sfr: 0.3399 (0.3480) loss_cl: -0.2783 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [14:53:11.119485] Epoch: [38] [ 920/2904] eta: 0:25:24 lr: 0.002299 loss: 0.2105 (0.2215) loss_rec_all: 0.2359 (0.2469) loss_rec_sfr: 0.3091 (0.3480) loss_cl: -0.2792 (-0.2787) time: 0.7467 data: 0.0002 max mem: 29860 [14:53:26.045851] Epoch: [38] [ 940/2904] eta: 0:25:08 lr: 0.002299 loss: 0.2112 (0.2216) loss_rec_all: 0.2366 (0.2470) loss_rec_sfr: 0.3192 (0.3482) loss_cl: -0.2788 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [14:53:40.977436] Epoch: [38] [ 960/2904] eta: 0:24:51 lr: 0.002300 loss: 0.2158 (0.2218) loss_rec_all: 0.2415 (0.2472) loss_rec_sfr: 0.3072 (0.3489) loss_cl: -0.2781 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [14:53:55.916875] Epoch: [38] [ 980/2904] eta: 0:24:35 lr: 0.002300 loss: 0.2128 (0.2218) loss_rec_all: 0.2381 (0.2473) loss_rec_sfr: 0.3120 (0.3488) loss_cl: -0.2783 (-0.2786) time: 0.7469 data: 0.0002 max mem: 29860 [14:54:10.831737] Epoch: [38] [1000/2904] eta: 0:24:19 lr: 0.002301 loss: 0.2171 (0.2217) loss_rec_all: 0.2424 (0.2472) loss_rec_sfr: 0.3101 (0.3484) loss_cl: -0.2797 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [14:54:25.748783] Epoch: [38] [1020/2904] eta: 0:24:03 lr: 0.002301 loss: 0.2143 (0.2219) loss_rec_all: 0.2404 (0.2473) loss_rec_sfr: 0.3396 (0.3488) loss_cl: -0.2794 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [14:54:40.665726] Epoch: [38] [1040/2904] eta: 0:23:47 lr: 0.002301 loss: 0.2142 (0.2219) loss_rec_all: 0.2394 (0.2473) loss_rec_sfr: 0.3132 (0.3487) loss_cl: -0.2787 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [14:54:55.586410] Epoch: [38] [1060/2904] eta: 0:23:31 lr: 0.002302 loss: 0.2115 (0.2219) loss_rec_all: 0.2372 (0.2474) loss_rec_sfr: 0.3420 (0.3489) loss_cl: -0.2784 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [14:55:10.509471] Epoch: [38] [1080/2904] eta: 0:23:15 lr: 0.002302 loss: 0.2102 (0.2218) loss_rec_all: 0.2360 (0.2473) loss_rec_sfr: 0.3066 (0.3485) loss_cl: -0.2783 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [14:55:25.429161] Epoch: [38] [1100/2904] eta: 0:22:59 lr: 0.002303 loss: 0.2119 (0.2219) loss_rec_all: 0.2371 (0.2474) loss_rec_sfr: 0.3081 (0.3488) loss_cl: -0.2783 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [14:55:40.339636] Epoch: [38] [1120/2904] eta: 0:22:43 lr: 0.002303 loss: 0.2175 (0.2220) loss_rec_all: 0.2432 (0.2474) loss_rec_sfr: 0.3079 (0.3488) loss_cl: -0.2786 (-0.2786) time: 0.7455 data: 0.0002 max mem: 29860 [14:55:55.258465] Epoch: [38] [1140/2904] eta: 0:22:27 lr: 0.002304 loss: 0.2062 (0.2218) loss_rec_all: 0.2317 (0.2473) loss_rec_sfr: 0.3170 (0.3484) loss_cl: -0.2788 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [14:56:10.178991] Epoch: [38] [1160/2904] eta: 0:22:12 lr: 0.002304 loss: 0.2115 (0.2218) loss_rec_all: 0.2368 (0.2473) loss_rec_sfr: 0.3095 (0.3484) loss_cl: -0.2789 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [14:56:25.091329] Epoch: [38] [1180/2904] eta: 0:21:56 lr: 0.002304 loss: 0.2136 (0.2219) loss_rec_all: 0.2388 (0.2473) loss_rec_sfr: 0.3158 (0.3484) loss_cl: -0.2785 (-0.2786) time: 0.7456 data: 0.0002 max mem: 29860 [14:56:40.000613] Epoch: [38] [1200/2904] eta: 0:21:40 lr: 0.002305 loss: 0.2108 (0.2219) loss_rec_all: 0.2360 (0.2473) loss_rec_sfr: 0.3281 (0.3485) loss_cl: -0.2781 (-0.2786) time: 0.7454 data: 0.0002 max mem: 29860 [14:56:54.916095] Epoch: [38] [1220/2904] eta: 0:21:24 lr: 0.002305 loss: 0.2167 (0.2219) loss_rec_all: 0.2423 (0.2474) loss_rec_sfr: 0.3129 (0.3484) loss_cl: -0.2778 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [14:57:09.827659] Epoch: [38] [1240/2904] eta: 0:21:08 lr: 0.002306 loss: 0.2075 (0.2218) loss_rec_all: 0.2336 (0.2472) loss_rec_sfr: 0.3066 (0.3479) loss_cl: -0.2787 (-0.2786) time: 0.7455 data: 0.0002 max mem: 29860 [14:57:24.749690] Epoch: [38] [1260/2904] eta: 0:20:53 lr: 0.002306 loss: 0.2079 (0.2217) loss_rec_all: 0.2334 (0.2472) loss_rec_sfr: 0.3307 (0.3478) loss_cl: -0.2786 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [14:57:39.669593] Epoch: [38] [1280/2904] eta: 0:20:37 lr: 0.002306 loss: 0.2094 (0.2219) loss_rec_all: 0.2356 (0.2473) loss_rec_sfr: 0.3054 (0.3481) loss_cl: -0.2792 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [14:57:54.586210] Epoch: [38] [1300/2904] eta: 0:20:21 lr: 0.002307 loss: 0.2107 (0.2218) loss_rec_all: 0.2362 (0.2473) loss_rec_sfr: 0.3016 (0.3479) loss_cl: -0.2790 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [14:58:09.502497] Epoch: [38] [1320/2904] eta: 0:20:06 lr: 0.002307 loss: 0.2073 (0.2218) loss_rec_all: 0.2331 (0.2472) loss_rec_sfr: 0.3013 (0.3479) loss_cl: -0.2785 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [14:58:24.424151] Epoch: [38] [1340/2904] eta: 0:19:50 lr: 0.002308 loss: 0.2171 (0.2219) loss_rec_all: 0.2422 (0.2473) loss_rec_sfr: 0.3584 (0.3482) loss_cl: -0.2782 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [14:58:39.345445] Epoch: [38] [1360/2904] eta: 0:19:35 lr: 0.002308 loss: 0.2095 (0.2219) loss_rec_all: 0.2349 (0.2474) loss_rec_sfr: 0.3084 (0.3483) loss_cl: -0.2786 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [14:58:54.268088] Epoch: [38] [1380/2904] eta: 0:19:19 lr: 0.002309 loss: 0.2105 (0.2218) loss_rec_all: 0.2361 (0.2473) loss_rec_sfr: 0.3091 (0.3480) loss_cl: -0.2786 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [14:59:09.190767] Epoch: [38] [1400/2904] eta: 0:19:04 lr: 0.002309 loss: 0.2128 (0.2217) loss_rec_all: 0.2388 (0.2471) loss_rec_sfr: 0.3059 (0.3475) loss_cl: -0.2796 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [14:59:24.118892] Epoch: [38] [1420/2904] eta: 0:18:48 lr: 0.002309 loss: 0.2125 (0.2217) loss_rec_all: 0.2377 (0.2472) loss_rec_sfr: 0.3241 (0.3476) loss_cl: -0.2781 (-0.2786) time: 0.7464 data: 0.0002 max mem: 29860 [14:59:39.038110] Epoch: [38] [1440/2904] eta: 0:18:33 lr: 0.002310 loss: 0.2086 (0.2217) loss_rec_all: 0.2340 (0.2471) loss_rec_sfr: 0.3071 (0.3475) loss_cl: -0.2792 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [14:59:53.951664] Epoch: [38] [1460/2904] eta: 0:18:17 lr: 0.002310 loss: 0.2129 (0.2217) loss_rec_all: 0.2383 (0.2471) loss_rec_sfr: 0.3396 (0.3475) loss_cl: -0.2791 (-0.2786) time: 0.7456 data: 0.0002 max mem: 29860 [15:00:08.863602] Epoch: [38] [1480/2904] eta: 0:18:02 lr: 0.002311 loss: 0.2083 (0.2217) loss_rec_all: 0.2339 (0.2471) loss_rec_sfr: 0.3292 (0.3475) loss_cl: -0.2786 (-0.2786) time: 0.7456 data: 0.0003 max mem: 29860 [15:00:23.789203] Epoch: [38] [1500/2904] eta: 0:17:46 lr: 0.002311 loss: 0.2143 (0.2216) loss_rec_all: 0.2401 (0.2470) loss_rec_sfr: 0.3069 (0.3472) loss_cl: -0.2788 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [15:00:38.710583] Epoch: [38] [1520/2904] eta: 0:17:31 lr: 0.002311 loss: 0.2126 (0.2218) loss_rec_all: 0.2383 (0.2472) loss_rec_sfr: 0.3016 (0.3475) loss_cl: -0.2790 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [15:00:53.634054] Epoch: [38] [1540/2904] eta: 0:17:15 lr: 0.002312 loss: 0.2081 (0.2217) loss_rec_all: 0.2339 (0.2471) loss_rec_sfr: 0.3128 (0.3473) loss_cl: -0.2789 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [15:01:08.557858] Epoch: [38] [1560/2904] eta: 0:17:00 lr: 0.002312 loss: 0.2080 (0.2216) loss_rec_all: 0.2337 (0.2470) loss_rec_sfr: 0.2944 (0.3468) loss_cl: -0.2780 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [15:01:23.491448] Epoch: [38] [1580/2904] eta: 0:16:44 lr: 0.002313 loss: 0.2133 (0.2217) loss_rec_all: 0.2390 (0.2471) loss_rec_sfr: 0.3447 (0.3470) loss_cl: -0.2775 (-0.2786) time: 0.7466 data: 0.0002 max mem: 29860 [15:01:38.408934] Epoch: [38] [1600/2904] eta: 0:16:29 lr: 0.002313 loss: 0.2120 (0.2216) loss_rec_all: 0.2375 (0.2470) loss_rec_sfr: 0.3175 (0.3468) loss_cl: -0.2790 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [15:01:53.328107] Epoch: [38] [1620/2904] eta: 0:16:14 lr: 0.002313 loss: 0.2150 (0.2216) loss_rec_all: 0.2402 (0.2471) loss_rec_sfr: 0.3156 (0.3470) loss_cl: -0.2787 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [15:02:08.245949] Epoch: [38] [1640/2904] eta: 0:15:58 lr: 0.002314 loss: 0.2135 (0.2217) loss_rec_all: 0.2391 (0.2471) loss_rec_sfr: 0.3200 (0.3470) loss_cl: -0.2778 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [15:02:23.164998] Epoch: [38] [1660/2904] eta: 0:15:43 lr: 0.002314 loss: 0.2093 (0.2216) loss_rec_all: 0.2349 (0.2471) loss_rec_sfr: 0.3064 (0.3470) loss_cl: -0.2788 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [15:02:38.080766] Epoch: [38] [1680/2904] eta: 0:15:28 lr: 0.002315 loss: 0.2085 (0.2216) loss_rec_all: 0.2339 (0.2470) loss_rec_sfr: 0.3379 (0.3470) loss_cl: -0.2789 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [15:02:52.992088] Epoch: [38] [1700/2904] eta: 0:15:12 lr: 0.002315 loss: 0.2089 (0.2216) loss_rec_all: 0.2346 (0.2470) loss_rec_sfr: 0.3366 (0.3470) loss_cl: -0.2793 (-0.2786) time: 0.7455 data: 0.0002 max mem: 29860 [15:03:07.912626] Epoch: [38] [1720/2904] eta: 0:14:57 lr: 0.002316 loss: 0.2131 (0.2215) loss_rec_all: 0.2384 (0.2470) loss_rec_sfr: 0.3097 (0.3468) loss_cl: -0.2789 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [15:03:22.843401] Epoch: [38] [1740/2904] eta: 0:14:42 lr: 0.002316 loss: 0.2082 (0.2215) loss_rec_all: 0.2338 (0.2469) loss_rec_sfr: 0.3270 (0.3468) loss_cl: -0.2788 (-0.2786) time: 0.7465 data: 0.0002 max mem: 29860 [15:03:37.781714] Epoch: [38] [1760/2904] eta: 0:14:26 lr: 0.002316 loss: 0.2153 (0.2215) loss_rec_all: 0.2411 (0.2470) loss_rec_sfr: 0.3133 (0.3468) loss_cl: -0.2793 (-0.2786) time: 0.7469 data: 0.0003 max mem: 29860 [15:03:52.722318] Epoch: [38] [1780/2904] eta: 0:14:11 lr: 0.002317 loss: 0.2090 (0.2215) loss_rec_all: 0.2349 (0.2469) loss_rec_sfr: 0.3115 (0.3467) loss_cl: -0.2785 (-0.2786) time: 0.7470 data: 0.0002 max mem: 29860 [15:04:07.673962] Epoch: [38] [1800/2904] eta: 0:13:56 lr: 0.002317 loss: 0.2145 (0.2216) loss_rec_all: 0.2405 (0.2470) loss_rec_sfr: 0.3089 (0.3469) loss_cl: -0.2777 (-0.2786) time: 0.7475 data: 0.0002 max mem: 29860 [15:04:22.625944] Epoch: [38] [1820/2904] eta: 0:13:40 lr: 0.002318 loss: 0.2110 (0.2215) loss_rec_all: 0.2363 (0.2469) loss_rec_sfr: 0.3115 (0.3467) loss_cl: -0.2794 (-0.2786) time: 0.7476 data: 0.0002 max mem: 29860 [15:04:37.610416] Epoch: [38] [1840/2904] eta: 0:13:25 lr: 0.002318 loss: 0.2099 (0.2215) loss_rec_all: 0.2360 (0.2469) loss_rec_sfr: 0.3082 (0.3466) loss_cl: -0.2802 (-0.2786) time: 0.7492 data: 0.0003 max mem: 29860 [15:04:52.590855] Epoch: [38] [1860/2904] eta: 0:13:10 lr: 0.002318 loss: 0.2095 (0.2214) loss_rec_all: 0.2348 (0.2469) loss_rec_sfr: 0.3372 (0.3465) loss_cl: -0.2783 (-0.2786) time: 0.7490 data: 0.0003 max mem: 29860 [15:05:07.583677] Epoch: [38] [1880/2904] eta: 0:12:55 lr: 0.002319 loss: 0.2084 (0.2213) loss_rec_all: 0.2342 (0.2468) loss_rec_sfr: 0.3058 (0.3463) loss_cl: -0.2784 (-0.2786) time: 0.7496 data: 0.0003 max mem: 29860 [15:05:22.590771] Epoch: [38] [1900/2904] eta: 0:12:40 lr: 0.002319 loss: 0.2107 (0.2214) loss_rec_all: 0.2364 (0.2468) loss_rec_sfr: 0.3190 (0.3463) loss_cl: -0.2790 (-0.2786) time: 0.7503 data: 0.0003 max mem: 29860 [15:05:37.593565] Epoch: [38] [1920/2904] eta: 0:12:24 lr: 0.002320 loss: 0.2140 (0.2214) loss_rec_all: 0.2401 (0.2469) loss_rec_sfr: 0.3206 (0.3464) loss_cl: -0.2792 (-0.2786) time: 0.7501 data: 0.0003 max mem: 29860 [15:05:52.584025] Epoch: [38] [1940/2904] eta: 0:12:09 lr: 0.002320 loss: 0.2103 (0.2214) loss_rec_all: 0.2357 (0.2469) loss_rec_sfr: 0.3075 (0.3464) loss_cl: -0.2785 (-0.2786) time: 0.7495 data: 0.0003 max mem: 29860 [15:06:07.547241] Epoch: [38] [1960/2904] eta: 0:11:54 lr: 0.002320 loss: 0.2103 (0.2214) loss_rec_all: 0.2355 (0.2468) loss_rec_sfr: 0.3120 (0.3462) loss_cl: -0.2779 (-0.2786) time: 0.7481 data: 0.0002 max mem: 29860 [15:06:22.508607] Epoch: [38] [1980/2904] eta: 0:11:39 lr: 0.002321 loss: 0.2091 (0.2214) loss_rec_all: 0.2347 (0.2468) loss_rec_sfr: 0.3365 (0.3464) loss_cl: -0.2789 (-0.2786) time: 0.7480 data: 0.0002 max mem: 29860 [15:06:37.472311] Epoch: [38] [2000/2904] eta: 0:11:23 lr: 0.002321 loss: 0.2089 (0.2214) loss_rec_all: 0.2342 (0.2468) loss_rec_sfr: 0.3104 (0.3465) loss_cl: -0.2790 (-0.2786) time: 0.7481 data: 0.0002 max mem: 29860 [15:06:52.422880] Epoch: [38] [2020/2904] eta: 0:11:08 lr: 0.002322 loss: 0.2106 (0.2214) loss_rec_all: 0.2360 (0.2468) loss_rec_sfr: 0.3344 (0.3465) loss_cl: -0.2798 (-0.2786) time: 0.7475 data: 0.0002 max mem: 29860 [15:07:07.369824] Epoch: [38] [2040/2904] eta: 0:10:53 lr: 0.002322 loss: 0.2102 (0.2214) loss_rec_all: 0.2363 (0.2468) loss_rec_sfr: 0.3127 (0.3465) loss_cl: -0.2794 (-0.2786) time: 0.7473 data: 0.0002 max mem: 29860 [15:07:22.310641] Epoch: [38] [2060/2904] eta: 0:10:38 lr: 0.002323 loss: 0.2118 (0.2214) loss_rec_all: 0.2372 (0.2468) loss_rec_sfr: 0.3027 (0.3464) loss_cl: -0.2784 (-0.2786) time: 0.7470 data: 0.0002 max mem: 29860 [15:07:37.272943] Epoch: [38] [2080/2904] eta: 0:10:23 lr: 0.002323 loss: 0.2140 (0.2214) loss_rec_all: 0.2398 (0.2469) loss_rec_sfr: 0.3349 (0.3465) loss_cl: -0.2782 (-0.2786) time: 0.7481 data: 0.0002 max mem: 29860 [15:07:52.234604] Epoch: [38] [2100/2904] eta: 0:10:07 lr: 0.002323 loss: 0.2107 (0.2215) loss_rec_all: 0.2361 (0.2469) loss_rec_sfr: 0.3133 (0.3466) loss_cl: -0.2789 (-0.2786) time: 0.7480 data: 0.0002 max mem: 29860 [15:08:07.224821] Epoch: [38] [2120/2904] eta: 0:09:52 lr: 0.002324 loss: 0.2077 (0.2214) loss_rec_all: 0.2333 (0.2469) loss_rec_sfr: 0.2961 (0.3465) loss_cl: -0.2785 (-0.2786) time: 0.7494 data: 0.0003 max mem: 29860 [15:08:22.220146] Epoch: [38] [2140/2904] eta: 0:09:37 lr: 0.002324 loss: 0.2123 (0.2214) loss_rec_all: 0.2375 (0.2468) loss_rec_sfr: 0.3243 (0.3465) loss_cl: -0.2791 (-0.2786) time: 0.7497 data: 0.0002 max mem: 29860 [15:08:37.217298] Epoch: [38] [2160/2904] eta: 0:09:22 lr: 0.002325 loss: 0.2068 (0.2214) loss_rec_all: 0.2323 (0.2468) loss_rec_sfr: 0.3458 (0.3466) loss_cl: -0.2791 (-0.2786) time: 0.7498 data: 0.0003 max mem: 29860 [15:08:52.227395] Epoch: [38] [2180/2904] eta: 0:09:07 lr: 0.002325 loss: 0.2153 (0.2214) loss_rec_all: 0.2413 (0.2469) loss_rec_sfr: 0.3079 (0.3466) loss_cl: -0.2790 (-0.2786) time: 0.7505 data: 0.0003 max mem: 29860 [15:09:07.234680] Epoch: [38] [2200/2904] eta: 0:08:52 lr: 0.002325 loss: 0.2111 (0.2214) loss_rec_all: 0.2364 (0.2469) loss_rec_sfr: 0.3451 (0.3467) loss_cl: -0.2788 (-0.2786) time: 0.7503 data: 0.0002 max mem: 29860 [15:09:22.233353] Epoch: [38] [2220/2904] eta: 0:08:37 lr: 0.002326 loss: 0.2139 (0.2214) loss_rec_all: 0.2397 (0.2469) loss_rec_sfr: 0.3435 (0.3467) loss_cl: -0.2794 (-0.2786) time: 0.7499 data: 0.0002 max mem: 29860 [15:09:37.208267] Epoch: [38] [2240/2904] eta: 0:08:21 lr: 0.002326 loss: 0.2103 (0.2214) loss_rec_all: 0.2360 (0.2469) loss_rec_sfr: 0.3460 (0.3468) loss_cl: -0.2785 (-0.2786) time: 0.7487 data: 0.0003 max mem: 29860 [15:09:52.168286] Epoch: [38] [2260/2904] eta: 0:08:06 lr: 0.002327 loss: 0.2077 (0.2214) loss_rec_all: 0.2329 (0.2468) loss_rec_sfr: 0.3408 (0.3468) loss_cl: -0.2780 (-0.2786) time: 0.7480 data: 0.0003 max mem: 29860 [15:10:07.135442] Epoch: [38] [2280/2904] eta: 0:07:51 lr: 0.002327 loss: 0.2094 (0.2214) loss_rec_all: 0.2352 (0.2468) loss_rec_sfr: 0.3058 (0.3468) loss_cl: -0.2793 (-0.2786) time: 0.7483 data: 0.0002 max mem: 29860 [15:10:22.103190] Epoch: [38] [2300/2904] eta: 0:07:36 lr: 0.002328 loss: 0.2102 (0.2214) loss_rec_all: 0.2355 (0.2469) loss_rec_sfr: 0.3463 (0.3469) loss_cl: -0.2793 (-0.2786) time: 0.7483 data: 0.0003 max mem: 29860 [15:10:37.069308] Epoch: [38] [2320/2904] eta: 0:07:21 lr: 0.002328 loss: 0.2103 (0.2214) loss_rec_all: 0.2357 (0.2469) loss_rec_sfr: 0.3556 (0.3472) loss_cl: -0.2790 (-0.2786) time: 0.7483 data: 0.0003 max mem: 29860 [15:10:52.020593] Epoch: [38] [2340/2904] eta: 0:07:06 lr: 0.002328 loss: 0.2091 (0.2214) loss_rec_all: 0.2347 (0.2469) loss_rec_sfr: 0.3447 (0.3473) loss_cl: -0.2783 (-0.2786) time: 0.7475 data: 0.0002 max mem: 29860 [15:11:06.981510] Epoch: [38] [2360/2904] eta: 0:06:50 lr: 0.002329 loss: 0.2123 (0.2214) loss_rec_all: 0.2381 (0.2469) loss_rec_sfr: 0.3349 (0.3473) loss_cl: -0.2783 (-0.2786) time: 0.7480 data: 0.0002 max mem: 29860 [15:11:21.938353] Epoch: [38] [2380/2904] eta: 0:06:35 lr: 0.002329 loss: 0.2123 (0.2214) loss_rec_all: 0.2379 (0.2468) loss_rec_sfr: 0.3086 (0.3471) loss_cl: -0.2790 (-0.2786) time: 0.7478 data: 0.0002 max mem: 29860 [15:11:36.921748] Epoch: [38] [2400/2904] eta: 0:06:20 lr: 0.002330 loss: 0.2110 (0.2214) loss_rec_all: 0.2366 (0.2468) loss_rec_sfr: 0.3140 (0.3471) loss_cl: -0.2791 (-0.2786) time: 0.7491 data: 0.0003 max mem: 29860 [15:11:51.936068] Epoch: [38] [2420/2904] eta: 0:06:05 lr: 0.002330 loss: 0.2108 (0.2214) loss_rec_all: 0.2362 (0.2468) loss_rec_sfr: 0.3482 (0.3472) loss_cl: -0.2793 (-0.2786) time: 0.7507 data: 0.0002 max mem: 29860 [15:12:06.924837] Epoch: [38] [2440/2904] eta: 0:05:50 lr: 0.002330 loss: 0.2091 (0.2214) loss_rec_all: 0.2345 (0.2468) loss_rec_sfr: 0.3026 (0.3471) loss_cl: -0.2792 (-0.2786) time: 0.7494 data: 0.0002 max mem: 29860 [15:12:21.915563] Epoch: [38] [2460/2904] eta: 0:05:35 lr: 0.002331 loss: 0.2080 (0.2214) loss_rec_all: 0.2337 (0.2468) loss_rec_sfr: 0.3344 (0.3472) loss_cl: -0.2783 (-0.2786) time: 0.7495 data: 0.0003 max mem: 29860 [15:12:36.882987] Epoch: [38] [2480/2904] eta: 0:05:20 lr: 0.002331 loss: 0.2074 (0.2214) loss_rec_all: 0.2334 (0.2468) loss_rec_sfr: 0.3367 (0.3474) loss_cl: -0.2787 (-0.2786) time: 0.7483 data: 0.0002 max mem: 29860 [15:12:51.820092] Epoch: [38] [2500/2904] eta: 0:05:05 lr: 0.002332 loss: 0.2112 (0.2214) loss_rec_all: 0.2365 (0.2468) loss_rec_sfr: 0.3642 (0.3476) loss_cl: -0.2776 (-0.2786) time: 0.7468 data: 0.0002 max mem: 29860 [15:13:06.739159] Epoch: [38] [2520/2904] eta: 0:04:49 lr: 0.002332 loss: 0.2086 (0.2214) loss_rec_all: 0.2342 (0.2468) loss_rec_sfr: 0.3058 (0.3475) loss_cl: -0.2794 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [15:13:21.664281] Epoch: [38] [2540/2904] eta: 0:04:34 lr: 0.002332 loss: 0.2085 (0.2214) loss_rec_all: 0.2340 (0.2468) loss_rec_sfr: 0.3208 (0.3474) loss_cl: -0.2793 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [15:13:36.579316] Epoch: [38] [2560/2904] eta: 0:04:19 lr: 0.002333 loss: 0.2072 (0.2213) loss_rec_all: 0.2328 (0.2467) loss_rec_sfr: 0.3370 (0.3474) loss_cl: -0.2799 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [15:13:51.510333] Epoch: [38] [2580/2904] eta: 0:04:04 lr: 0.002333 loss: 0.2166 (0.2214) loss_rec_all: 0.2422 (0.2468) loss_rec_sfr: 0.3045 (0.3475) loss_cl: -0.2787 (-0.2786) time: 0.7465 data: 0.0002 max mem: 29860 [15:14:06.427212] Epoch: [38] [2600/2904] eta: 0:03:49 lr: 0.002334 loss: 0.2089 (0.2214) loss_rec_all: 0.2346 (0.2468) loss_rec_sfr: 0.3297 (0.3475) loss_cl: -0.2792 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [15:14:21.364830] Epoch: [38] [2620/2904] eta: 0:03:34 lr: 0.002334 loss: 0.2060 (0.2213) loss_rec_all: 0.2319 (0.2467) loss_rec_sfr: 0.2912 (0.3472) loss_cl: -0.2791 (-0.2786) time: 0.7468 data: 0.0002 max mem: 29860 [15:14:36.296164] Epoch: [38] [2640/2904] eta: 0:03:19 lr: 0.002335 loss: 0.2120 (0.2213) loss_rec_all: 0.2375 (0.2468) loss_rec_sfr: 0.3506 (0.3474) loss_cl: -0.2778 (-0.2786) time: 0.7465 data: 0.0002 max mem: 29860 [15:14:51.225836] Epoch: [38] [2660/2904] eta: 0:03:04 lr: 0.002335 loss: 0.2183 (0.2214) loss_rec_all: 0.2436 (0.2469) loss_rec_sfr: 0.3423 (0.3476) loss_cl: -0.2783 (-0.2786) time: 0.7464 data: 0.0002 max mem: 29860 [15:15:06.154527] Epoch: [38] [2680/2904] eta: 0:02:48 lr: 0.002335 loss: 0.2103 (0.2214) loss_rec_all: 0.2359 (0.2469) loss_rec_sfr: 0.3455 (0.3478) loss_cl: -0.2784 (-0.2786) time: 0.7464 data: 0.0002 max mem: 29860 [15:15:21.076182] Epoch: [38] [2700/2904] eta: 0:02:33 lr: 0.002336 loss: 0.2146 (0.2215) loss_rec_all: 0.2404 (0.2470) loss_rec_sfr: 0.3577 (0.3481) loss_cl: -0.2784 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [15:15:35.994290] Epoch: [38] [2720/2904] eta: 0:02:18 lr: 0.002336 loss: 0.2134 (0.2216) loss_rec_all: 0.2386 (0.2470) loss_rec_sfr: 0.3464 (0.3482) loss_cl: -0.2786 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [15:15:50.911131] Epoch: [38] [2740/2904] eta: 0:02:03 lr: 0.002337 loss: 0.2119 (0.2216) loss_rec_all: 0.2376 (0.2470) loss_rec_sfr: 0.3424 (0.3484) loss_cl: -0.2787 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [15:16:05.829064] Epoch: [38] [2760/2904] eta: 0:01:48 lr: 0.002337 loss: 0.2105 (0.2217) loss_rec_all: 0.2360 (0.2471) loss_rec_sfr: 0.3527 (0.3486) loss_cl: -0.2786 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [15:16:20.755657] Epoch: [38] [2780/2904] eta: 0:01:33 lr: 0.002337 loss: 0.2104 (0.2217) loss_rec_all: 0.2362 (0.2471) loss_rec_sfr: 0.3079 (0.3485) loss_cl: -0.2795 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [15:16:35.681397] Epoch: [38] [2800/2904] eta: 0:01:18 lr: 0.002338 loss: 0.2144 (0.2217) loss_rec_all: 0.2402 (0.2471) loss_rec_sfr: 0.3011 (0.3485) loss_cl: -0.2788 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [15:16:50.604233] Epoch: [38] [2820/2904] eta: 0:01:03 lr: 0.002338 loss: 0.2164 (0.2217) loss_rec_all: 0.2414 (0.2471) loss_rec_sfr: 0.3505 (0.3486) loss_cl: -0.2788 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [15:17:05.553967] Epoch: [38] [2840/2904] eta: 0:00:48 lr: 0.002339 loss: 0.2116 (0.2217) loss_rec_all: 0.2368 (0.2471) loss_rec_sfr: 0.3633 (0.3488) loss_cl: -0.2779 (-0.2786) time: 0.7475 data: 0.0023 max mem: 29860 [15:17:20.454047] Epoch: [38] [2860/2904] eta: 0:00:33 lr: 0.002339 loss: 0.2089 (0.2217) loss_rec_all: 0.2344 (0.2471) loss_rec_sfr: 0.3311 (0.3487) loss_cl: -0.2791 (-0.2786) time: 0.7450 data: 0.0001 max mem: 29860 [15:17:35.361540] Epoch: [38] [2880/2904] eta: 0:00:18 lr: 0.002340 loss: 0.2108 (0.2217) loss_rec_all: 0.2365 (0.2471) loss_rec_sfr: 0.3460 (0.3489) loss_cl: -0.2788 (-0.2786) time: 0.7453 data: 0.0001 max mem: 29860 [15:17:50.271252] Epoch: [38] [2900/2904] eta: 0:00:03 lr: 0.002340 loss: 0.2104 (0.2217) loss_rec_all: 0.2358 (0.2471) loss_rec_sfr: 0.3462 (0.3490) loss_cl: -0.2785 (-0.2786) time: 0.7455 data: 0.0001 max mem: 29860 [15:17:52.515027] Epoch: [38] [2903/2904] eta: 0:00:00 lr: 0.002340 loss: 0.2104 (0.2217) loss_rec_all: 0.2358 (0.2471) loss_rec_sfr: 0.3454 (0.3489) loss_cl: -0.2778 (-0.2786) time: 0.7454 data: 0.0001 max mem: 29860 [15:17:54.581329] Epoch: [38] Total time: 0:36:31 (0.7545 s / it) [15:17:54.586468] Averaged stats: lr: 0.002340 loss: 0.2104 (0.2245) loss_rec_all: 0.2358 (0.2475) loss_rec_sfr: 0.3454 (0.3498) loss_cl: -0.2778 (-0.2553) [15:17:54.591179] log_dir: ./checkpoint/VF2_ViT-B [15:18:11.060828] Epoch: [39] [ 0/2904] eta: 13:17:05 lr: 0.002340 loss: 0.2189 (0.2189) loss_rec_all: 0.2440 (0.2440) loss_rec_sfr: 0.3764 (0.3764) loss_cl: -0.2777 (-0.2777) time: 16.4687 data: 15.1944 max mem: 29860 [15:18:27.342958] Epoch: [39] [ 20/2904] eta: 1:14:57 lr: 0.002340 loss: 0.2131 (0.2233) loss_rec_all: 0.2385 (0.2486) loss_rec_sfr: 0.3390 (0.3570) loss_cl: -0.2781 (-0.2779) time: 0.8141 data: 0.0002 max mem: 29860 [15:18:42.225879] Epoch: [39] [ 40/2904] eta: 0:55:27 lr: 0.002341 loss: 0.2088 (0.2180) loss_rec_all: 0.2338 (0.2434) loss_rec_sfr: 0.3122 (0.3403) loss_cl: -0.2784 (-0.2782) time: 0.7441 data: 0.0002 max mem: 29860 [15:18:57.114716] Epoch: [39] [ 60/2904] eta: 0:48:34 lr: 0.002341 loss: 0.2135 (0.2221) loss_rec_all: 0.2395 (0.2474) loss_rec_sfr: 0.3159 (0.3503) loss_cl: -0.2792 (-0.2784) time: 0.7444 data: 0.0002 max mem: 29860 [15:19:12.009845] Epoch: [39] [ 80/2904] eta: 0:44:58 lr: 0.002342 loss: 0.2136 (0.2249) loss_rec_all: 0.2394 (0.2503) loss_rec_sfr: 0.3483 (0.3579) loss_cl: -0.2793 (-0.2786) time: 0.7447 data: 0.0002 max mem: 29860 [15:19:26.917224] Epoch: [39] [ 100/2904] eta: 0:42:43 lr: 0.002342 loss: 0.2108 (0.2237) loss_rec_all: 0.2366 (0.2491) loss_rec_sfr: 0.3112 (0.3540) loss_cl: -0.2792 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [15:19:41.839268] Epoch: [39] [ 120/2904] eta: 0:41:07 lr: 0.002342 loss: 0.2121 (0.2234) loss_rec_all: 0.2374 (0.2488) loss_rec_sfr: 0.3086 (0.3522) loss_cl: -0.2781 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [15:19:56.758505] Epoch: [39] [ 140/2904] eta: 0:39:54 lr: 0.002343 loss: 0.2098 (0.2224) loss_rec_all: 0.2353 (0.2478) loss_rec_sfr: 0.3040 (0.3493) loss_cl: -0.2786 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [15:20:11.674460] Epoch: [39] [ 160/2904] eta: 0:38:56 lr: 0.002343 loss: 0.2108 (0.2224) loss_rec_all: 0.2363 (0.2478) loss_rec_sfr: 0.3429 (0.3503) loss_cl: -0.2790 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [15:20:26.596199] Epoch: [39] [ 180/2904] eta: 0:38:07 lr: 0.002344 loss: 0.2136 (0.2229) loss_rec_all: 0.2394 (0.2483) loss_rec_sfr: 0.3159 (0.3509) loss_cl: -0.2792 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [15:20:41.518391] Epoch: [39] [ 200/2904] eta: 0:37:25 lr: 0.002344 loss: 0.2086 (0.2224) loss_rec_all: 0.2340 (0.2478) loss_rec_sfr: 0.3123 (0.3486) loss_cl: -0.2781 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [15:20:56.446056] Epoch: [39] [ 220/2904] eta: 0:36:48 lr: 0.002345 loss: 0.2091 (0.2225) loss_rec_all: 0.2348 (0.2479) loss_rec_sfr: 0.3081 (0.3486) loss_cl: -0.2784 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [15:21:11.396243] Epoch: [39] [ 240/2904] eta: 0:36:15 lr: 0.002345 loss: 0.2086 (0.2220) loss_rec_all: 0.2339 (0.2475) loss_rec_sfr: 0.3272 (0.3483) loss_cl: -0.2789 (-0.2786) time: 0.7475 data: 0.0002 max mem: 29860 [15:21:26.320512] Epoch: [39] [ 260/2904] eta: 0:35:44 lr: 0.002345 loss: 0.2087 (0.2221) loss_rec_all: 0.2347 (0.2475) loss_rec_sfr: 0.3408 (0.3487) loss_cl: -0.2799 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [15:21:41.246566] Epoch: [39] [ 280/2904] eta: 0:35:16 lr: 0.002346 loss: 0.2121 (0.2222) loss_rec_all: 0.2373 (0.2476) loss_rec_sfr: 0.3387 (0.3494) loss_cl: -0.2784 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [15:21:56.168108] Epoch: [39] [ 300/2904] eta: 0:34:49 lr: 0.002346 loss: 0.2158 (0.2229) loss_rec_all: 0.2414 (0.2483) loss_rec_sfr: 0.3508 (0.3515) loss_cl: -0.2783 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [15:22:11.088719] Epoch: [39] [ 320/2904] eta: 0:34:24 lr: 0.002347 loss: 0.2141 (0.2231) loss_rec_all: 0.2398 (0.2485) loss_rec_sfr: 0.3057 (0.3512) loss_cl: -0.2778 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [15:22:26.009375] Epoch: [39] [ 340/2904] eta: 0:34:00 lr: 0.002347 loss: 0.2069 (0.2225) loss_rec_all: 0.2326 (0.2480) loss_rec_sfr: 0.3147 (0.3499) loss_cl: -0.2785 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [15:22:40.928705] Epoch: [39] [ 360/2904] eta: 0:33:37 lr: 0.002347 loss: 0.2101 (0.2223) loss_rec_all: 0.2354 (0.2478) loss_rec_sfr: 0.3035 (0.3485) loss_cl: -0.2796 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [15:22:55.848175] Epoch: [39] [ 380/2904] eta: 0:33:15 lr: 0.002348 loss: 0.2099 (0.2219) loss_rec_all: 0.2352 (0.2473) loss_rec_sfr: 0.3068 (0.3471) loss_cl: -0.2791 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [15:23:10.764637] Epoch: [39] [ 400/2904] eta: 0:32:54 lr: 0.002348 loss: 0.2106 (0.2218) loss_rec_all: 0.2368 (0.2472) loss_rec_sfr: 0.3007 (0.3464) loss_cl: -0.2790 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [15:23:25.681697] Epoch: [39] [ 420/2904] eta: 0:32:33 lr: 0.002349 loss: 0.2101 (0.2216) loss_rec_all: 0.2361 (0.2471) loss_rec_sfr: 0.3153 (0.3463) loss_cl: -0.2789 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [15:23:40.596941] Epoch: [39] [ 440/2904] eta: 0:32:13 lr: 0.002349 loss: 0.2124 (0.2219) loss_rec_all: 0.2379 (0.2473) loss_rec_sfr: 0.3548 (0.3480) loss_cl: -0.2779 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [15:23:55.510092] Epoch: [39] [ 460/2904] eta: 0:31:53 lr: 0.002350 loss: 0.2083 (0.2218) loss_rec_all: 0.2335 (0.2472) loss_rec_sfr: 0.3577 (0.3487) loss_cl: -0.2779 (-0.2786) time: 0.7456 data: 0.0002 max mem: 29860 [15:24:10.423168] Epoch: [39] [ 480/2904] eta: 0:31:33 lr: 0.002350 loss: 0.2165 (0.2220) loss_rec_all: 0.2422 (0.2474) loss_rec_sfr: 0.3065 (0.3489) loss_cl: -0.2795 (-0.2786) time: 0.7456 data: 0.0002 max mem: 29860 [15:24:25.342608] Epoch: [39] [ 500/2904] eta: 0:31:14 lr: 0.002350 loss: 0.2080 (0.2220) loss_rec_all: 0.2339 (0.2474) loss_rec_sfr: 0.3020 (0.3487) loss_cl: -0.2799 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [15:24:40.268227] Epoch: [39] [ 520/2904] eta: 0:30:56 lr: 0.002351 loss: 0.2120 (0.2220) loss_rec_all: 0.2377 (0.2474) loss_rec_sfr: 0.3102 (0.3487) loss_cl: -0.2791 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [15:24:55.193976] Epoch: [39] [ 540/2904] eta: 0:30:37 lr: 0.002351 loss: 0.2135 (0.2222) loss_rec_all: 0.2389 (0.2476) loss_rec_sfr: 0.3369 (0.3492) loss_cl: -0.2780 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [15:25:10.112487] Epoch: [39] [ 560/2904] eta: 0:30:19 lr: 0.002352 loss: 0.2121 (0.2221) loss_rec_all: 0.2373 (0.2475) loss_rec_sfr: 0.3065 (0.3485) loss_cl: -0.2788 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [15:25:25.031489] Epoch: [39] [ 580/2904] eta: 0:30:01 lr: 0.002352 loss: 0.2138 (0.2221) loss_rec_all: 0.2394 (0.2475) loss_rec_sfr: 0.3293 (0.3488) loss_cl: -0.2783 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [15:25:39.948891] Epoch: [39] [ 600/2904] eta: 0:29:43 lr: 0.002352 loss: 0.2137 (0.2221) loss_rec_all: 0.2396 (0.2475) loss_rec_sfr: 0.3052 (0.3483) loss_cl: -0.2793 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [15:25:54.866954] Epoch: [39] [ 620/2904] eta: 0:29:26 lr: 0.002353 loss: 0.2087 (0.2221) loss_rec_all: 0.2344 (0.2475) loss_rec_sfr: 0.3609 (0.3490) loss_cl: -0.2793 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [15:26:09.787559] Epoch: [39] [ 640/2904] eta: 0:29:08 lr: 0.002353 loss: 0.2210 (0.2224) loss_rec_all: 0.2462 (0.2479) loss_rec_sfr: 0.3406 (0.3501) loss_cl: -0.2783 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [15:26:24.708485] Epoch: [39] [ 660/2904] eta: 0:28:51 lr: 0.002354 loss: 0.2147 (0.2223) loss_rec_all: 0.2403 (0.2477) loss_rec_sfr: 0.3083 (0.3496) loss_cl: -0.2788 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [15:26:39.629651] Epoch: [39] [ 680/2904] eta: 0:28:34 lr: 0.002354 loss: 0.2151 (0.2226) loss_rec_all: 0.2405 (0.2480) loss_rec_sfr: 0.3446 (0.3505) loss_cl: -0.2792 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [15:26:54.552548] Epoch: [39] [ 700/2904] eta: 0:28:17 lr: 0.002354 loss: 0.2104 (0.2223) loss_rec_all: 0.2363 (0.2478) loss_rec_sfr: 0.3532 (0.3501) loss_cl: -0.2783 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [15:27:09.472709] Epoch: [39] [ 720/2904] eta: 0:28:00 lr: 0.002355 loss: 0.2126 (0.2224) loss_rec_all: 0.2386 (0.2478) loss_rec_sfr: 0.3014 (0.3498) loss_cl: -0.2785 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [15:27:24.392810] Epoch: [39] [ 740/2904] eta: 0:27:43 lr: 0.002355 loss: 0.2079 (0.2222) loss_rec_all: 0.2331 (0.2476) loss_rec_sfr: 0.3364 (0.3496) loss_cl: -0.2787 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [15:27:39.310071] Epoch: [39] [ 760/2904] eta: 0:27:27 lr: 0.002356 loss: 0.2168 (0.2225) loss_rec_all: 0.2422 (0.2479) loss_rec_sfr: 0.3439 (0.3504) loss_cl: -0.2793 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [15:27:54.227352] Epoch: [39] [ 780/2904] eta: 0:27:10 lr: 0.002356 loss: 0.2139 (0.2226) loss_rec_all: 0.2396 (0.2480) loss_rec_sfr: 0.3526 (0.3510) loss_cl: -0.2790 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [15:28:09.146927] Epoch: [39] [ 800/2904] eta: 0:26:54 lr: 0.002357 loss: 0.2083 (0.2225) loss_rec_all: 0.2338 (0.2479) loss_rec_sfr: 0.3344 (0.3508) loss_cl: -0.2779 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [15:28:24.061657] Epoch: [39] [ 820/2904] eta: 0:26:37 lr: 0.002357 loss: 0.2137 (0.2224) loss_rec_all: 0.2390 (0.2478) loss_rec_sfr: 0.3102 (0.3505) loss_cl: -0.2782 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [15:28:38.988322] Epoch: [39] [ 840/2904] eta: 0:26:21 lr: 0.002357 loss: 0.2083 (0.2223) loss_rec_all: 0.2339 (0.2477) loss_rec_sfr: 0.3392 (0.3503) loss_cl: -0.2785 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [15:28:53.913293] Epoch: [39] [ 860/2904] eta: 0:26:05 lr: 0.002358 loss: 0.2092 (0.2224) loss_rec_all: 0.2348 (0.2478) loss_rec_sfr: 0.3167 (0.3504) loss_cl: -0.2792 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [15:29:08.834466] Epoch: [39] [ 880/2904] eta: 0:25:48 lr: 0.002358 loss: 0.2104 (0.2223) loss_rec_all: 0.2362 (0.2477) loss_rec_sfr: 0.3289 (0.3502) loss_cl: -0.2794 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [15:29:23.751904] Epoch: [39] [ 900/2904] eta: 0:25:32 lr: 0.002359 loss: 0.2141 (0.2223) loss_rec_all: 0.2401 (0.2477) loss_rec_sfr: 0.3070 (0.3501) loss_cl: -0.2792 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [15:29:38.667407] Epoch: [39] [ 920/2904] eta: 0:25:16 lr: 0.002359 loss: 0.2077 (0.2221) loss_rec_all: 0.2329 (0.2475) loss_rec_sfr: 0.2933 (0.3495) loss_cl: -0.2773 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [15:29:53.578637] Epoch: [39] [ 940/2904] eta: 0:25:00 lr: 0.002359 loss: 0.2150 (0.2220) loss_rec_all: 0.2408 (0.2475) loss_rec_sfr: 0.3078 (0.3491) loss_cl: -0.2780 (-0.2786) time: 0.7455 data: 0.0002 max mem: 29860 [15:30:08.498059] Epoch: [39] [ 960/2904] eta: 0:24:44 lr: 0.002360 loss: 0.2123 (0.2221) loss_rec_all: 0.2377 (0.2475) loss_rec_sfr: 0.3054 (0.3490) loss_cl: -0.2784 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [15:30:23.421030] Epoch: [39] [ 980/2904] eta: 0:24:28 lr: 0.002360 loss: 0.2104 (0.2220) loss_rec_all: 0.2358 (0.2474) loss_rec_sfr: 0.3072 (0.3487) loss_cl: -0.2792 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [15:30:38.341239] Epoch: [39] [1000/2904] eta: 0:24:12 lr: 0.002361 loss: 0.2146 (0.2220) loss_rec_all: 0.2403 (0.2474) loss_rec_sfr: 0.3109 (0.3485) loss_cl: -0.2793 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [15:30:53.261810] Epoch: [39] [1020/2904] eta: 0:23:56 lr: 0.002361 loss: 0.2131 (0.2221) loss_rec_all: 0.2389 (0.2475) loss_rec_sfr: 0.3335 (0.3488) loss_cl: -0.2790 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [15:31:08.186541] Epoch: [39] [1040/2904] eta: 0:23:40 lr: 0.002361 loss: 0.2137 (0.2223) loss_rec_all: 0.2391 (0.2477) loss_rec_sfr: 0.3400 (0.3495) loss_cl: -0.2786 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [15:31:23.104908] Epoch: [39] [1060/2904] eta: 0:23:25 lr: 0.002362 loss: 0.2106 (0.2224) loss_rec_all: 0.2364 (0.2478) loss_rec_sfr: 0.3180 (0.3498) loss_cl: -0.2786 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [15:31:38.026319] Epoch: [39] [1080/2904] eta: 0:23:09 lr: 0.002362 loss: 0.2119 (0.2222) loss_rec_all: 0.2375 (0.2476) loss_rec_sfr: 0.3053 (0.3491) loss_cl: -0.2795 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [15:31:52.945514] Epoch: [39] [1100/2904] eta: 0:22:53 lr: 0.002363 loss: 0.2123 (0.2222) loss_rec_all: 0.2381 (0.2477) loss_rec_sfr: 0.3215 (0.3493) loss_cl: -0.2785 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [15:32:07.861790] Epoch: [39] [1120/2904] eta: 0:22:37 lr: 0.002363 loss: 0.2108 (0.2221) loss_rec_all: 0.2363 (0.2475) loss_rec_sfr: 0.3021 (0.3488) loss_cl: -0.2787 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [15:32:22.781307] Epoch: [39] [1140/2904] eta: 0:22:22 lr: 0.002364 loss: 0.2076 (0.2221) loss_rec_all: 0.2336 (0.2475) loss_rec_sfr: 0.3325 (0.3488) loss_cl: -0.2784 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [15:32:37.704777] Epoch: [39] [1160/2904] eta: 0:22:06 lr: 0.002364 loss: 0.2135 (0.2223) loss_rec_all: 0.2388 (0.2477) loss_rec_sfr: 0.3482 (0.3496) loss_cl: -0.2779 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [15:32:52.628782] Epoch: [39] [1180/2904] eta: 0:21:50 lr: 0.002364 loss: 0.2108 (0.2223) loss_rec_all: 0.2361 (0.2477) loss_rec_sfr: 0.3470 (0.3499) loss_cl: -0.2786 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [15:33:07.550907] Epoch: [39] [1200/2904] eta: 0:21:35 lr: 0.002365 loss: 0.2100 (0.2223) loss_rec_all: 0.2351 (0.2477) loss_rec_sfr: 0.3483 (0.3501) loss_cl: -0.2785 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [15:33:22.472746] Epoch: [39] [1220/2904] eta: 0:21:19 lr: 0.002365 loss: 0.2080 (0.2224) loss_rec_all: 0.2337 (0.2478) loss_rec_sfr: 0.3132 (0.3504) loss_cl: -0.2785 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [15:33:37.392506] Epoch: [39] [1240/2904] eta: 0:21:04 lr: 0.002366 loss: 0.2110 (0.2223) loss_rec_all: 0.2364 (0.2477) loss_rec_sfr: 0.3041 (0.3501) loss_cl: -0.2785 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [15:33:52.310090] Epoch: [39] [1260/2904] eta: 0:20:48 lr: 0.002366 loss: 0.2115 (0.2223) loss_rec_all: 0.2371 (0.2477) loss_rec_sfr: 0.3464 (0.3502) loss_cl: -0.2785 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [15:34:07.233899] Epoch: [39] [1280/2904] eta: 0:20:33 lr: 0.002366 loss: 0.2100 (0.2223) loss_rec_all: 0.2360 (0.2477) loss_rec_sfr: 0.3037 (0.3499) loss_cl: -0.2793 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [15:34:22.155412] Epoch: [39] [1300/2904] eta: 0:20:17 lr: 0.002367 loss: 0.2152 (0.2224) loss_rec_all: 0.2411 (0.2478) loss_rec_sfr: 0.3416 (0.3500) loss_cl: -0.2788 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [15:34:37.072846] Epoch: [39] [1320/2904] eta: 0:20:02 lr: 0.002367 loss: 0.2092 (0.2225) loss_rec_all: 0.2351 (0.2479) loss_rec_sfr: 0.3013 (0.3499) loss_cl: -0.2783 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [15:34:51.996952] Epoch: [39] [1340/2904] eta: 0:19:46 lr: 0.002368 loss: 0.2142 (0.2225) loss_rec_all: 0.2394 (0.2479) loss_rec_sfr: 0.3716 (0.3503) loss_cl: -0.2786 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [15:35:06.917817] Epoch: [39] [1360/2904] eta: 0:19:31 lr: 0.002368 loss: 0.2133 (0.2225) loss_rec_all: 0.2385 (0.2480) loss_rec_sfr: 0.3414 (0.3505) loss_cl: -0.2783 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [15:35:21.841423] Epoch: [39] [1380/2904] eta: 0:19:15 lr: 0.002369 loss: 0.2105 (0.2226) loss_rec_all: 0.2363 (0.2480) loss_rec_sfr: 0.3570 (0.3508) loss_cl: -0.2793 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [15:35:36.766484] Epoch: [39] [1400/2904] eta: 0:19:00 lr: 0.002369 loss: 0.2100 (0.2226) loss_rec_all: 0.2358 (0.2480) loss_rec_sfr: 0.3051 (0.3506) loss_cl: -0.2784 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [15:35:51.684307] Epoch: [39] [1420/2904] eta: 0:18:44 lr: 0.002369 loss: 0.2159 (0.2226) loss_rec_all: 0.2413 (0.2480) loss_rec_sfr: 0.3397 (0.3508) loss_cl: -0.2790 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [15:36:06.603821] Epoch: [39] [1440/2904] eta: 0:18:29 lr: 0.002370 loss: 0.2125 (0.2226) loss_rec_all: 0.2384 (0.2480) loss_rec_sfr: 0.3081 (0.3506) loss_cl: -0.2793 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [15:36:21.524899] Epoch: [39] [1460/2904] eta: 0:18:13 lr: 0.002370 loss: 0.2089 (0.2226) loss_rec_all: 0.2347 (0.2480) loss_rec_sfr: 0.3381 (0.3507) loss_cl: -0.2789 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [15:36:36.448112] Epoch: [39] [1480/2904] eta: 0:17:58 lr: 0.002371 loss: 0.2154 (0.2227) loss_rec_all: 0.2408 (0.2481) loss_rec_sfr: 0.3443 (0.3510) loss_cl: -0.2779 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [15:36:51.368686] Epoch: [39] [1500/2904] eta: 0:17:43 lr: 0.002371 loss: 0.2078 (0.2226) loss_rec_all: 0.2332 (0.2480) loss_rec_sfr: 0.2982 (0.3505) loss_cl: -0.2780 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [15:37:06.285861] Epoch: [39] [1520/2904] eta: 0:17:27 lr: 0.002371 loss: 0.2081 (0.2225) loss_rec_all: 0.2341 (0.2479) loss_rec_sfr: 0.3434 (0.3504) loss_cl: -0.2795 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [15:37:21.205410] Epoch: [39] [1540/2904] eta: 0:17:12 lr: 0.002372 loss: 0.2090 (0.2225) loss_rec_all: 0.2344 (0.2479) loss_rec_sfr: 0.3011 (0.3501) loss_cl: -0.2790 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [15:37:36.123547] Epoch: [39] [1560/2904] eta: 0:16:57 lr: 0.002372 loss: 0.2105 (0.2224) loss_rec_all: 0.2358 (0.2478) loss_rec_sfr: 0.3026 (0.3500) loss_cl: -0.2790 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [15:37:51.050469] Epoch: [39] [1580/2904] eta: 0:16:41 lr: 0.002373 loss: 0.2074 (0.2223) loss_rec_all: 0.2332 (0.2477) loss_rec_sfr: 0.3138 (0.3497) loss_cl: -0.2781 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [15:38:05.973545] Epoch: [39] [1600/2904] eta: 0:16:26 lr: 0.002373 loss: 0.2111 (0.2223) loss_rec_all: 0.2367 (0.2477) loss_rec_sfr: 0.3115 (0.3497) loss_cl: -0.2791 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [15:38:20.895003] Epoch: [39] [1620/2904] eta: 0:16:11 lr: 0.002373 loss: 0.2131 (0.2223) loss_rec_all: 0.2386 (0.2477) loss_rec_sfr: 0.3088 (0.3495) loss_cl: -0.2799 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [15:38:35.821320] Epoch: [39] [1640/2904] eta: 0:15:56 lr: 0.002374 loss: 0.2086 (0.2223) loss_rec_all: 0.2340 (0.2477) loss_rec_sfr: 0.3342 (0.3496) loss_cl: -0.2788 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [15:38:50.753893] Epoch: [39] [1660/2904] eta: 0:15:40 lr: 0.002374 loss: 0.2116 (0.2223) loss_rec_all: 0.2373 (0.2477) loss_rec_sfr: 0.3387 (0.3495) loss_cl: -0.2783 (-0.2786) time: 0.7466 data: 0.0002 max mem: 29860 [15:39:05.678797] Epoch: [39] [1680/2904] eta: 0:15:25 lr: 0.002375 loss: 0.2084 (0.2222) loss_rec_all: 0.2341 (0.2476) loss_rec_sfr: 0.3303 (0.3494) loss_cl: -0.2780 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [15:39:20.601273] Epoch: [39] [1700/2904] eta: 0:15:10 lr: 0.002375 loss: 0.2165 (0.2222) loss_rec_all: 0.2417 (0.2477) loss_rec_sfr: 0.3111 (0.3495) loss_cl: -0.2782 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [15:39:35.524361] Epoch: [39] [1720/2904] eta: 0:14:54 lr: 0.002376 loss: 0.2103 (0.2221) loss_rec_all: 0.2362 (0.2476) loss_rec_sfr: 0.3015 (0.3491) loss_cl: -0.2798 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [15:39:50.446959] Epoch: [39] [1740/2904] eta: 0:14:39 lr: 0.002376 loss: 0.2172 (0.2222) loss_rec_all: 0.2430 (0.2477) loss_rec_sfr: 0.3121 (0.3493) loss_cl: -0.2785 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [15:40:05.367662] Epoch: [39] [1760/2904] eta: 0:14:24 lr: 0.002376 loss: 0.2109 (0.2223) loss_rec_all: 0.2362 (0.2477) loss_rec_sfr: 0.3320 (0.3494) loss_cl: -0.2786 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [15:40:20.287894] Epoch: [39] [1780/2904] eta: 0:14:09 lr: 0.002377 loss: 0.2086 (0.2222) loss_rec_all: 0.2339 (0.2477) loss_rec_sfr: 0.3453 (0.3494) loss_cl: -0.2781 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [15:40:35.209551] Epoch: [39] [1800/2904] eta: 0:13:54 lr: 0.002377 loss: 0.2081 (0.2221) loss_rec_all: 0.2335 (0.2476) loss_rec_sfr: 0.3406 (0.3493) loss_cl: -0.2787 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [15:40:50.133155] Epoch: [39] [1820/2904] eta: 0:13:38 lr: 0.002378 loss: 0.2106 (0.2221) loss_rec_all: 0.2359 (0.2475) loss_rec_sfr: 0.3064 (0.3492) loss_cl: -0.2796 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [15:41:05.058382] Epoch: [39] [1840/2904] eta: 0:13:23 lr: 0.002378 loss: 0.2136 (0.2221) loss_rec_all: 0.2390 (0.2475) loss_rec_sfr: 0.3143 (0.3491) loss_cl: -0.2786 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [15:41:19.979100] Epoch: [39] [1860/2904] eta: 0:13:08 lr: 0.002378 loss: 0.2076 (0.2221) loss_rec_all: 0.2336 (0.2475) loss_rec_sfr: 0.3014 (0.3490) loss_cl: -0.2781 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [15:41:34.902149] Epoch: [39] [1880/2904] eta: 0:12:53 lr: 0.002379 loss: 0.2094 (0.2220) loss_rec_all: 0.2350 (0.2475) loss_rec_sfr: 0.3139 (0.3489) loss_cl: -0.2782 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [15:41:49.824881] Epoch: [39] [1900/2904] eta: 0:12:37 lr: 0.002379 loss: 0.2095 (0.2221) loss_rec_all: 0.2356 (0.2475) loss_rec_sfr: 0.3480 (0.3491) loss_cl: -0.2791 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [15:42:04.748842] Epoch: [39] [1920/2904] eta: 0:12:22 lr: 0.002380 loss: 0.2114 (0.2222) loss_rec_all: 0.2368 (0.2476) loss_rec_sfr: 0.3566 (0.3496) loss_cl: -0.2789 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [15:42:19.675813] Epoch: [39] [1940/2904] eta: 0:12:07 lr: 0.002380 loss: 0.2118 (0.2221) loss_rec_all: 0.2372 (0.2475) loss_rec_sfr: 0.3033 (0.3493) loss_cl: -0.2787 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [15:42:34.602936] Epoch: [39] [1960/2904] eta: 0:11:52 lr: 0.002380 loss: 0.2090 (0.2221) loss_rec_all: 0.2347 (0.2475) loss_rec_sfr: 0.3216 (0.3492) loss_cl: -0.2780 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [15:42:49.533289] Epoch: [39] [1980/2904] eta: 0:11:37 lr: 0.002381 loss: 0.2103 (0.2221) loss_rec_all: 0.2359 (0.2475) loss_rec_sfr: 0.3386 (0.3494) loss_cl: -0.2791 (-0.2786) time: 0.7465 data: 0.0002 max mem: 29860 [15:43:04.461006] Epoch: [39] [2000/2904] eta: 0:11:22 lr: 0.002381 loss: 0.2132 (0.2222) loss_rec_all: 0.2389 (0.2476) loss_rec_sfr: 0.3503 (0.3495) loss_cl: -0.2790 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [15:43:19.385287] Epoch: [39] [2020/2904] eta: 0:11:06 lr: 0.002382 loss: 0.2146 (0.2222) loss_rec_all: 0.2405 (0.2477) loss_rec_sfr: 0.3556 (0.3497) loss_cl: -0.2789 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [15:43:34.311398] Epoch: [39] [2040/2904] eta: 0:10:51 lr: 0.002382 loss: 0.2133 (0.2222) loss_rec_all: 0.2394 (0.2476) loss_rec_sfr: 0.3058 (0.3496) loss_cl: -0.2793 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [15:43:49.235094] Epoch: [39] [2060/2904] eta: 0:10:36 lr: 0.002383 loss: 0.2096 (0.2222) loss_rec_all: 0.2354 (0.2476) loss_rec_sfr: 0.3019 (0.3494) loss_cl: -0.2786 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [15:44:04.159480] Epoch: [39] [2080/2904] eta: 0:10:21 lr: 0.002383 loss: 0.2165 (0.2222) loss_rec_all: 0.2419 (0.2476) loss_rec_sfr: 0.3535 (0.3497) loss_cl: -0.2787 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [15:44:19.084487] Epoch: [39] [2100/2904] eta: 0:10:06 lr: 0.002383 loss: 0.2126 (0.2222) loss_rec_all: 0.2382 (0.2476) loss_rec_sfr: 0.3122 (0.3497) loss_cl: -0.2788 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [15:44:34.008997] Epoch: [39] [2120/2904] eta: 0:09:51 lr: 0.002384 loss: 0.2097 (0.2223) loss_rec_all: 0.2350 (0.2477) loss_rec_sfr: 0.3093 (0.3498) loss_cl: -0.2784 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [15:44:48.933211] Epoch: [39] [2140/2904] eta: 0:09:36 lr: 0.002384 loss: 0.2120 (0.2223) loss_rec_all: 0.2376 (0.2477) loss_rec_sfr: 0.3432 (0.3499) loss_cl: -0.2786 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [15:45:03.853295] Epoch: [39] [2160/2904] eta: 0:09:20 lr: 0.002385 loss: 0.2114 (0.2223) loss_rec_all: 0.2368 (0.2477) loss_rec_sfr: 0.3078 (0.3499) loss_cl: -0.2790 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [15:45:18.776980] Epoch: [39] [2180/2904] eta: 0:09:05 lr: 0.002385 loss: 0.2240 (0.2224) loss_rec_all: 0.2496 (0.2479) loss_rec_sfr: 0.3488 (0.3502) loss_cl: -0.2791 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [15:45:33.692393] Epoch: [39] [2200/2904] eta: 0:08:50 lr: 0.002385 loss: 0.2120 (0.2225) loss_rec_all: 0.2374 (0.2479) loss_rec_sfr: 0.3520 (0.3506) loss_cl: -0.2787 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [15:45:48.612074] Epoch: [39] [2220/2904] eta: 0:08:35 lr: 0.002386 loss: 0.2121 (0.2226) loss_rec_all: 0.2372 (0.2480) loss_rec_sfr: 0.3390 (0.3508) loss_cl: -0.2780 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [15:46:03.534655] Epoch: [39] [2240/2904] eta: 0:08:20 lr: 0.002386 loss: 0.2110 (0.2226) loss_rec_all: 0.2364 (0.2480) loss_rec_sfr: 0.3142 (0.3507) loss_cl: -0.2769 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [15:46:18.452629] Epoch: [39] [2260/2904] eta: 0:08:05 lr: 0.002387 loss: 0.2075 (0.2225) loss_rec_all: 0.2331 (0.2479) loss_rec_sfr: 0.3094 (0.3506) loss_cl: -0.2799 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [15:46:33.372072] Epoch: [39] [2280/2904] eta: 0:07:50 lr: 0.002387 loss: 0.2152 (0.2226) loss_rec_all: 0.2409 (0.2480) loss_rec_sfr: 0.3455 (0.3508) loss_cl: -0.2794 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [15:46:48.289500] Epoch: [39] [2300/2904] eta: 0:07:35 lr: 0.002388 loss: 0.2075 (0.2225) loss_rec_all: 0.2328 (0.2479) loss_rec_sfr: 0.3167 (0.3506) loss_cl: -0.2785 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [15:47:03.206844] Epoch: [39] [2320/2904] eta: 0:07:19 lr: 0.002388 loss: 0.2099 (0.2225) loss_rec_all: 0.2354 (0.2479) loss_rec_sfr: 0.3086 (0.3505) loss_cl: -0.2784 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [15:47:18.125407] Epoch: [39] [2340/2904] eta: 0:07:04 lr: 0.002388 loss: 0.2106 (0.2225) loss_rec_all: 0.2365 (0.2479) loss_rec_sfr: 0.3122 (0.3505) loss_cl: -0.2792 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [15:47:33.043063] Epoch: [39] [2360/2904] eta: 0:06:49 lr: 0.002389 loss: 0.2098 (0.2225) loss_rec_all: 0.2354 (0.2479) loss_rec_sfr: 0.2999 (0.3506) loss_cl: -0.2781 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [15:47:47.963642] Epoch: [39] [2380/2904] eta: 0:06:34 lr: 0.002389 loss: 0.2117 (0.2225) loss_rec_all: 0.2374 (0.2480) loss_rec_sfr: 0.3301 (0.3507) loss_cl: -0.2777 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [15:48:02.890911] Epoch: [39] [2400/2904] eta: 0:06:19 lr: 0.002390 loss: 0.2131 (0.2225) loss_rec_all: 0.2391 (0.2479) loss_rec_sfr: 0.3077 (0.3506) loss_cl: -0.2785 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [15:48:17.820310] Epoch: [39] [2420/2904] eta: 0:06:04 lr: 0.002390 loss: 0.2131 (0.2225) loss_rec_all: 0.2392 (0.2479) loss_rec_sfr: 0.3017 (0.3504) loss_cl: -0.2791 (-0.2786) time: 0.7464 data: 0.0002 max mem: 29860 [15:48:32.745104] Epoch: [39] [2440/2904] eta: 0:05:49 lr: 0.002390 loss: 0.2148 (0.2226) loss_rec_all: 0.2399 (0.2480) loss_rec_sfr: 0.3425 (0.3506) loss_cl: -0.2791 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [15:48:47.663285] Epoch: [39] [2460/2904] eta: 0:05:34 lr: 0.002391 loss: 0.2196 (0.2226) loss_rec_all: 0.2454 (0.2480) loss_rec_sfr: 0.3523 (0.3508) loss_cl: -0.2784 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [15:49:02.583117] Epoch: [39] [2480/2904] eta: 0:05:19 lr: 0.002391 loss: 0.2136 (0.2226) loss_rec_all: 0.2393 (0.2480) loss_rec_sfr: 0.3060 (0.3507) loss_cl: -0.2784 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [15:49:17.503031] Epoch: [39] [2500/2904] eta: 0:05:04 lr: 0.002392 loss: 0.2136 (0.2226) loss_rec_all: 0.2393 (0.2480) loss_rec_sfr: 0.3135 (0.3507) loss_cl: -0.2784 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [15:49:32.425335] Epoch: [39] [2520/2904] eta: 0:04:49 lr: 0.002392 loss: 0.2078 (0.2226) loss_rec_all: 0.2338 (0.2480) loss_rec_sfr: 0.3046 (0.3506) loss_cl: -0.2782 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [15:49:47.350336] Epoch: [39] [2540/2904] eta: 0:04:33 lr: 0.002392 loss: 0.2110 (0.2225) loss_rec_all: 0.2365 (0.2480) loss_rec_sfr: 0.3014 (0.3503) loss_cl: -0.2783 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [15:50:02.271494] Epoch: [39] [2560/2904] eta: 0:04:18 lr: 0.002393 loss: 0.2093 (0.2225) loss_rec_all: 0.2348 (0.2479) loss_rec_sfr: 0.3186 (0.3502) loss_cl: -0.2791 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [15:50:17.201335] Epoch: [39] [2580/2904] eta: 0:04:03 lr: 0.002393 loss: 0.2065 (0.2224) loss_rec_all: 0.2324 (0.2479) loss_rec_sfr: 0.3234 (0.3501) loss_cl: -0.2797 (-0.2786) time: 0.7465 data: 0.0002 max mem: 29860 [15:50:32.138543] Epoch: [39] [2600/2904] eta: 0:03:48 lr: 0.002394 loss: 0.2085 (0.2224) loss_rec_all: 0.2338 (0.2478) loss_rec_sfr: 0.3043 (0.3499) loss_cl: -0.2787 (-0.2786) time: 0.7468 data: 0.0002 max mem: 29860 [15:50:47.076866] Epoch: [39] [2620/2904] eta: 0:03:33 lr: 0.002394 loss: 0.2113 (0.2224) loss_rec_all: 0.2369 (0.2478) loss_rec_sfr: 0.3109 (0.3499) loss_cl: -0.2782 (-0.2786) time: 0.7469 data: 0.0002 max mem: 29860 [15:51:02.005799] Epoch: [39] [2640/2904] eta: 0:03:18 lr: 0.002395 loss: 0.2087 (0.2223) loss_rec_all: 0.2344 (0.2477) loss_rec_sfr: 0.3024 (0.3497) loss_cl: -0.2782 (-0.2786) time: 0.7464 data: 0.0002 max mem: 29860 [15:51:16.930014] Epoch: [39] [2660/2904] eta: 0:03:03 lr: 0.002395 loss: 0.2129 (0.2223) loss_rec_all: 0.2388 (0.2477) loss_rec_sfr: 0.3133 (0.3497) loss_cl: -0.2798 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [15:51:31.848910] Epoch: [39] [2680/2904] eta: 0:02:48 lr: 0.002395 loss: 0.2080 (0.2223) loss_rec_all: 0.2340 (0.2477) loss_rec_sfr: 0.3374 (0.3498) loss_cl: -0.2799 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [15:51:46.770971] Epoch: [39] [2700/2904] eta: 0:02:33 lr: 0.002396 loss: 0.2085 (0.2223) loss_rec_all: 0.2343 (0.2477) loss_rec_sfr: 0.3149 (0.3498) loss_cl: -0.2786 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [15:52:01.694525] Epoch: [39] [2720/2904] eta: 0:02:18 lr: 0.002396 loss: 0.2062 (0.2223) loss_rec_all: 0.2323 (0.2477) loss_rec_sfr: 0.3073 (0.3496) loss_cl: -0.2791 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [15:52:16.628665] Epoch: [39] [2740/2904] eta: 0:02:03 lr: 0.002397 loss: 0.2124 (0.2223) loss_rec_all: 0.2376 (0.2477) loss_rec_sfr: 0.3029 (0.3496) loss_cl: -0.2783 (-0.2786) time: 0.7467 data: 0.0002 max mem: 29860 [15:52:31.567845] Epoch: [39] [2760/2904] eta: 0:01:48 lr: 0.002397 loss: 0.2124 (0.2223) loss_rec_all: 0.2376 (0.2477) loss_rec_sfr: 0.3410 (0.3497) loss_cl: -0.2780 (-0.2786) time: 0.7469 data: 0.0002 max mem: 29860 [15:52:46.495045] Epoch: [39] [2780/2904] eta: 0:01:33 lr: 0.002397 loss: 0.2158 (0.2223) loss_rec_all: 0.2408 (0.2477) loss_rec_sfr: 0.3174 (0.3497) loss_cl: -0.2791 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [15:53:01.414717] Epoch: [39] [2800/2904] eta: 0:01:18 lr: 0.002398 loss: 0.2089 (0.2224) loss_rec_all: 0.2349 (0.2478) loss_rec_sfr: 0.3627 (0.3500) loss_cl: -0.2798 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [15:53:16.331273] Epoch: [39] [2820/2904] eta: 0:01:03 lr: 0.002398 loss: 0.2081 (0.2223) loss_rec_all: 0.2340 (0.2478) loss_rec_sfr: 0.3353 (0.3499) loss_cl: -0.2787 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [15:53:31.281848] Epoch: [39] [2840/2904] eta: 0:00:48 lr: 0.002399 loss: 0.2090 (0.2223) loss_rec_all: 0.2344 (0.2477) loss_rec_sfr: 0.3004 (0.3497) loss_cl: -0.2780 (-0.2786) time: 0.7475 data: 0.0024 max mem: 29860 [15:53:46.192069] Epoch: [39] [2860/2904] eta: 0:00:33 lr: 0.002399 loss: 0.2103 (0.2222) loss_rec_all: 0.2358 (0.2476) loss_rec_sfr: 0.3402 (0.3496) loss_cl: -0.2790 (-0.2786) time: 0.7455 data: 0.0001 max mem: 29860 [15:54:01.100357] Epoch: [39] [2880/2904] eta: 0:00:18 lr: 0.002400 loss: 0.2098 (0.2222) loss_rec_all: 0.2358 (0.2476) loss_rec_sfr: 0.3061 (0.3495) loss_cl: -0.2792 (-0.2786) time: 0.7454 data: 0.0001 max mem: 29860 [15:54:16.005180] Epoch: [39] [2900/2904] eta: 0:00:03 lr: 0.002400 loss: 0.2073 (0.2222) loss_rec_all: 0.2329 (0.2476) loss_rec_sfr: 0.3336 (0.3495) loss_cl: -0.2794 (-0.2786) time: 0.7452 data: 0.0001 max mem: 29860 [15:54:18.245885] Epoch: [39] [2903/2904] eta: 0:00:00 lr: 0.002400 loss: 0.2089 (0.2222) loss_rec_all: 0.2349 (0.2476) loss_rec_sfr: 0.3081 (0.3494) loss_cl: -0.2790 (-0.2786) time: 0.7451 data: 0.0001 max mem: 29860 [15:54:20.298002] Epoch: [39] Total time: 0:36:25 (0.7527 s / it) [15:54:20.298929] Averaged stats: lr: 0.002400 loss: 0.2089 (0.2239) loss_rec_all: 0.2349 (0.2470) loss_rec_sfr: 0.3081 (0.3480) loss_cl: -0.2790 (-0.2553) [15:54:20.303598] log_dir: ./checkpoint/VF2_ViT-B [15:54:37.308833] Epoch: [40] [ 0/2904] eta: 13:43:01 lr: 0.002400 loss: 0.2111 (0.2111) loss_rec_all: 0.2364 (0.2364) loss_rec_sfr: 0.3871 (0.3871) loss_cl: -0.2795 (-0.2795) time: 17.0046 data: 16.2001 max mem: 29860 [15:54:52.517708] Epoch: [40] [ 20/2904] eta: 1:13:43 lr: 0.002400 loss: 0.2109 (0.2187) loss_rec_all: 0.2361 (0.2441) loss_rec_sfr: 0.3097 (0.3453) loss_cl: -0.2781 (-0.2781) time: 0.7604 data: 0.0002 max mem: 29860 [15:55:07.397664] Epoch: [40] [ 40/2904] eta: 0:54:49 lr: 0.002400 loss: 0.2158 (0.2208) loss_rec_all: 0.2416 (0.2462) loss_rec_sfr: 0.2998 (0.3406) loss_cl: -0.2788 (-0.2784) time: 0.7440 data: 0.0002 max mem: 29860 [15:55:22.278703] Epoch: [40] [ 60/2904] eta: 0:48:09 lr: 0.002400 loss: 0.2099 (0.2195) loss_rec_all: 0.2356 (0.2450) loss_rec_sfr: 0.3119 (0.3383) loss_cl: -0.2796 (-0.2787) time: 0.7440 data: 0.0002 max mem: 29860 [15:55:37.172560] Epoch: [40] [ 80/2904] eta: 0:44:39 lr: 0.002400 loss: 0.2141 (0.2223) loss_rec_all: 0.2392 (0.2477) loss_rec_sfr: 0.3156 (0.3454) loss_cl: -0.2790 (-0.2788) time: 0.7447 data: 0.0002 max mem: 29860 [15:55:52.081318] Epoch: [40] [ 100/2904] eta: 0:42:27 lr: 0.002400 loss: 0.2072 (0.2207) loss_rec_all: 0.2327 (0.2461) loss_rec_sfr: 0.3424 (0.3456) loss_cl: -0.2783 (-0.2786) time: 0.7454 data: 0.0002 max mem: 29860 [15:56:06.999336] Epoch: [40] [ 120/2904] eta: 0:40:54 lr: 0.002400 loss: 0.2141 (0.2210) loss_rec_all: 0.2399 (0.2464) loss_rec_sfr: 0.3376 (0.3465) loss_cl: -0.2789 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [15:56:21.924620] Epoch: [40] [ 140/2904] eta: 0:39:43 lr: 0.002400 loss: 0.2091 (0.2212) loss_rec_all: 0.2350 (0.2467) loss_rec_sfr: 0.3202 (0.3478) loss_cl: -0.2783 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [15:56:36.848863] Epoch: [40] [ 160/2904] eta: 0:38:47 lr: 0.002400 loss: 0.2128 (0.2209) loss_rec_all: 0.2386 (0.2463) loss_rec_sfr: 0.3013 (0.3455) loss_cl: -0.2790 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [15:56:51.770366] Epoch: [40] [ 180/2904] eta: 0:37:59 lr: 0.002400 loss: 0.2082 (0.2215) loss_rec_all: 0.2341 (0.2470) loss_rec_sfr: 0.3329 (0.3473) loss_cl: -0.2789 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [15:57:06.691283] Epoch: [40] [ 200/2904] eta: 0:37:18 lr: 0.002400 loss: 0.2081 (0.2215) loss_rec_all: 0.2340 (0.2469) loss_rec_sfr: 0.3028 (0.3473) loss_cl: -0.2786 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [15:57:21.613458] Epoch: [40] [ 220/2904] eta: 0:36:41 lr: 0.002400 loss: 0.2062 (0.2213) loss_rec_all: 0.2320 (0.2468) loss_rec_sfr: 0.2917 (0.3456) loss_cl: -0.2787 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [15:57:36.558826] Epoch: [40] [ 240/2904] eta: 0:36:09 lr: 0.002400 loss: 0.2113 (0.2225) loss_rec_all: 0.2373 (0.2479) loss_rec_sfr: 0.3535 (0.3484) loss_cl: -0.2778 (-0.2786) time: 0.7472 data: 0.0002 max mem: 29860 [15:57:51.482188] Epoch: [40] [ 260/2904] eta: 0:35:39 lr: 0.002400 loss: 0.2109 (0.2224) loss_rec_all: 0.2363 (0.2478) loss_rec_sfr: 0.3458 (0.3496) loss_cl: -0.2786 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [15:58:06.401719] Epoch: [40] [ 280/2904] eta: 0:35:11 lr: 0.002400 loss: 0.2085 (0.2228) loss_rec_all: 0.2343 (0.2482) loss_rec_sfr: 0.3407 (0.3509) loss_cl: -0.2792 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [15:58:21.322295] Epoch: [40] [ 300/2904] eta: 0:34:44 lr: 0.002400 loss: 0.2072 (0.2223) loss_rec_all: 0.2329 (0.2477) loss_rec_sfr: 0.2954 (0.3488) loss_cl: -0.2787 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [15:58:36.239889] Epoch: [40] [ 320/2904] eta: 0:34:20 lr: 0.002400 loss: 0.2073 (0.2224) loss_rec_all: 0.2329 (0.2478) loss_rec_sfr: 0.3365 (0.3497) loss_cl: -0.2782 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [15:58:51.165733] Epoch: [40] [ 340/2904] eta: 0:33:56 lr: 0.002400 loss: 0.2067 (0.2217) loss_rec_all: 0.2322 (0.2471) loss_rec_sfr: 0.2961 (0.3473) loss_cl: -0.2791 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [15:59:06.087661] Epoch: [40] [ 360/2904] eta: 0:33:33 lr: 0.002400 loss: 0.2084 (0.2217) loss_rec_all: 0.2341 (0.2471) loss_rec_sfr: 0.3080 (0.3472) loss_cl: -0.2787 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [15:59:21.008012] Epoch: [40] [ 380/2904] eta: 0:33:11 lr: 0.002400 loss: 0.2121 (0.2219) loss_rec_all: 0.2375 (0.2473) loss_rec_sfr: 0.3489 (0.3485) loss_cl: -0.2783 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [15:59:35.945133] Epoch: [40] [ 400/2904] eta: 0:32:50 lr: 0.002400 loss: 0.2074 (0.2217) loss_rec_all: 0.2327 (0.2471) loss_rec_sfr: 0.3053 (0.3481) loss_cl: -0.2786 (-0.2786) time: 0.7468 data: 0.0002 max mem: 29860 [15:59:50.879693] Epoch: [40] [ 420/2904] eta: 0:32:30 lr: 0.002400 loss: 0.2114 (0.2218) loss_rec_all: 0.2369 (0.2472) loss_rec_sfr: 0.3146 (0.3483) loss_cl: -0.2796 (-0.2786) time: 0.7467 data: 0.0002 max mem: 29860 [16:00:05.807207] Epoch: [40] [ 440/2904] eta: 0:32:10 lr: 0.002400 loss: 0.2138 (0.2219) loss_rec_all: 0.2394 (0.2473) loss_rec_sfr: 0.3040 (0.3479) loss_cl: -0.2786 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [16:00:20.740659] Epoch: [40] [ 460/2904] eta: 0:31:50 lr: 0.002400 loss: 0.2131 (0.2219) loss_rec_all: 0.2389 (0.2473) loss_rec_sfr: 0.3048 (0.3476) loss_cl: -0.2787 (-0.2786) time: 0.7466 data: 0.0002 max mem: 29860 [16:00:35.677185] Epoch: [40] [ 480/2904] eta: 0:31:31 lr: 0.002400 loss: 0.2190 (0.2222) loss_rec_all: 0.2448 (0.2476) loss_rec_sfr: 0.3114 (0.3479) loss_cl: -0.2784 (-0.2786) time: 0.7468 data: 0.0002 max mem: 29860 [16:00:50.608807] Epoch: [40] [ 500/2904] eta: 0:31:12 lr: 0.002400 loss: 0.2062 (0.2219) loss_rec_all: 0.2323 (0.2474) loss_rec_sfr: 0.3067 (0.3470) loss_cl: -0.2783 (-0.2786) time: 0.7465 data: 0.0002 max mem: 29860 [16:01:05.535448] Epoch: [40] [ 520/2904] eta: 0:30:54 lr: 0.002400 loss: 0.2093 (0.2219) loss_rec_all: 0.2345 (0.2473) loss_rec_sfr: 0.3041 (0.3468) loss_cl: -0.2787 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [16:01:20.470130] Epoch: [40] [ 540/2904] eta: 0:30:35 lr: 0.002400 loss: 0.2093 (0.2219) loss_rec_all: 0.2348 (0.2473) loss_rec_sfr: 0.3284 (0.3470) loss_cl: -0.2787 (-0.2786) time: 0.7467 data: 0.0002 max mem: 29860 [16:01:35.410926] Epoch: [40] [ 560/2904] eta: 0:30:17 lr: 0.002400 loss: 0.2082 (0.2217) loss_rec_all: 0.2343 (0.2472) loss_rec_sfr: 0.3064 (0.3469) loss_cl: -0.2795 (-0.2786) time: 0.7470 data: 0.0002 max mem: 29860 [16:01:50.352533] Epoch: [40] [ 580/2904] eta: 0:30:00 lr: 0.002400 loss: 0.2122 (0.2217) loss_rec_all: 0.2375 (0.2471) loss_rec_sfr: 0.3352 (0.3470) loss_cl: -0.2781 (-0.2786) time: 0.7470 data: 0.0002 max mem: 29860 [16:02:05.298296] Epoch: [40] [ 600/2904] eta: 0:29:42 lr: 0.002400 loss: 0.2112 (0.2218) loss_rec_all: 0.2366 (0.2472) loss_rec_sfr: 0.3387 (0.3473) loss_cl: -0.2785 (-0.2786) time: 0.7472 data: 0.0002 max mem: 29860 [16:02:20.241624] Epoch: [40] [ 620/2904] eta: 0:29:25 lr: 0.002400 loss: 0.2072 (0.2217) loss_rec_all: 0.2328 (0.2471) loss_rec_sfr: 0.2796 (0.3466) loss_cl: -0.2793 (-0.2786) time: 0.7471 data: 0.0002 max mem: 29860 [16:02:35.185379] Epoch: [40] [ 640/2904] eta: 0:29:07 lr: 0.002400 loss: 0.2101 (0.2216) loss_rec_all: 0.2356 (0.2470) loss_rec_sfr: 0.3038 (0.3463) loss_cl: -0.2788 (-0.2786) time: 0.7471 data: 0.0002 max mem: 29860 [16:02:50.107590] Epoch: [40] [ 660/2904] eta: 0:28:50 lr: 0.002400 loss: 0.2157 (0.2216) loss_rec_all: 0.2410 (0.2470) loss_rec_sfr: 0.3099 (0.3464) loss_cl: -0.2780 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [16:03:05.024500] Epoch: [40] [ 680/2904] eta: 0:28:33 lr: 0.002400 loss: 0.2108 (0.2215) loss_rec_all: 0.2367 (0.2469) loss_rec_sfr: 0.3027 (0.3458) loss_cl: -0.2783 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [16:03:19.943268] Epoch: [40] [ 700/2904] eta: 0:28:16 lr: 0.002400 loss: 0.2128 (0.2215) loss_rec_all: 0.2386 (0.2470) loss_rec_sfr: 0.3279 (0.3462) loss_cl: -0.2794 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [16:03:34.859606] Epoch: [40] [ 720/2904] eta: 0:27:59 lr: 0.002400 loss: 0.2108 (0.2215) loss_rec_all: 0.2363 (0.2469) loss_rec_sfr: 0.2997 (0.3456) loss_cl: -0.2792 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [16:03:49.776508] Epoch: [40] [ 740/2904] eta: 0:27:42 lr: 0.002400 loss: 0.2143 (0.2216) loss_rec_all: 0.2396 (0.2470) loss_rec_sfr: 0.3081 (0.3457) loss_cl: -0.2787 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [16:04:04.690520] Epoch: [40] [ 760/2904] eta: 0:27:26 lr: 0.002400 loss: 0.2177 (0.2218) loss_rec_all: 0.2428 (0.2473) loss_rec_sfr: 0.3216 (0.3463) loss_cl: -0.2786 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [16:04:19.612527] Epoch: [40] [ 780/2904] eta: 0:27:09 lr: 0.002400 loss: 0.2082 (0.2217) loss_rec_all: 0.2341 (0.2471) loss_rec_sfr: 0.3433 (0.3464) loss_cl: -0.2788 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [16:04:34.534128] Epoch: [40] [ 800/2904] eta: 0:26:53 lr: 0.002400 loss: 0.2093 (0.2217) loss_rec_all: 0.2352 (0.2471) loss_rec_sfr: 0.3174 (0.3463) loss_cl: -0.2795 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [16:04:49.450972] Epoch: [40] [ 820/2904] eta: 0:26:36 lr: 0.002400 loss: 0.2060 (0.2215) loss_rec_all: 0.2315 (0.2469) loss_rec_sfr: 0.3106 (0.3459) loss_cl: -0.2792 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [16:05:04.365860] Epoch: [40] [ 840/2904] eta: 0:26:20 lr: 0.002400 loss: 0.2094 (0.2214) loss_rec_all: 0.2347 (0.2469) loss_rec_sfr: 0.3072 (0.3456) loss_cl: -0.2787 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [16:05:19.284667] Epoch: [40] [ 860/2904] eta: 0:26:04 lr: 0.002400 loss: 0.2109 (0.2214) loss_rec_all: 0.2364 (0.2468) loss_rec_sfr: 0.3381 (0.3457) loss_cl: -0.2787 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [16:05:34.203014] Epoch: [40] [ 880/2904] eta: 0:25:48 lr: 0.002400 loss: 0.2116 (0.2212) loss_rec_all: 0.2372 (0.2467) loss_rec_sfr: 0.2944 (0.3450) loss_cl: -0.2794 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [16:05:49.124556] Epoch: [40] [ 900/2904] eta: 0:25:31 lr: 0.002400 loss: 0.2074 (0.2211) loss_rec_all: 0.2335 (0.2466) loss_rec_sfr: 0.3070 (0.3447) loss_cl: -0.2786 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [16:06:04.048344] Epoch: [40] [ 920/2904] eta: 0:25:15 lr: 0.002400 loss: 0.2115 (0.2212) loss_rec_all: 0.2368 (0.2466) loss_rec_sfr: 0.3587 (0.3452) loss_cl: -0.2776 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [16:06:18.972292] Epoch: [40] [ 940/2904] eta: 0:24:59 lr: 0.002400 loss: 0.2185 (0.2213) loss_rec_all: 0.2437 (0.2468) loss_rec_sfr: 0.3355 (0.3455) loss_cl: -0.2788 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [16:06:33.889998] Epoch: [40] [ 960/2904] eta: 0:24:43 lr: 0.002400 loss: 0.2095 (0.2213) loss_rec_all: 0.2354 (0.2467) loss_rec_sfr: 0.3046 (0.3454) loss_cl: -0.2799 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [16:06:48.811681] Epoch: [40] [ 980/2904] eta: 0:24:27 lr: 0.002400 loss: 0.2073 (0.2211) loss_rec_all: 0.2334 (0.2466) loss_rec_sfr: 0.3024 (0.3450) loss_cl: -0.2800 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [16:07:03.733986] Epoch: [40] [1000/2904] eta: 0:24:12 lr: 0.002400 loss: 0.2101 (0.2212) loss_rec_all: 0.2360 (0.2466) loss_rec_sfr: 0.3462 (0.3454) loss_cl: -0.2785 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [16:07:18.652017] Epoch: [40] [1020/2904] eta: 0:23:56 lr: 0.002400 loss: 0.2126 (0.2211) loss_rec_all: 0.2380 (0.2465) loss_rec_sfr: 0.3087 (0.3452) loss_cl: -0.2779 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [16:07:33.570773] Epoch: [40] [1040/2904] eta: 0:23:40 lr: 0.002400 loss: 0.2101 (0.2209) loss_rec_all: 0.2360 (0.2464) loss_rec_sfr: 0.3040 (0.3448) loss_cl: -0.2783 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [16:07:48.492988] Epoch: [40] [1060/2904] eta: 0:23:24 lr: 0.002400 loss: 0.2064 (0.2207) loss_rec_all: 0.2320 (0.2462) loss_rec_sfr: 0.2980 (0.3443) loss_cl: -0.2791 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [16:08:03.415767] Epoch: [40] [1080/2904] eta: 0:23:08 lr: 0.002400 loss: 0.2096 (0.2206) loss_rec_all: 0.2353 (0.2461) loss_rec_sfr: 0.3059 (0.3441) loss_cl: -0.2796 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [16:08:18.337910] Epoch: [40] [1100/2904] eta: 0:22:53 lr: 0.002400 loss: 0.2123 (0.2206) loss_rec_all: 0.2381 (0.2461) loss_rec_sfr: 0.3111 (0.3440) loss_cl: -0.2789 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [16:08:33.263765] Epoch: [40] [1120/2904] eta: 0:22:37 lr: 0.002400 loss: 0.2076 (0.2205) loss_rec_all: 0.2336 (0.2460) loss_rec_sfr: 0.3252 (0.3440) loss_cl: -0.2793 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [16:08:48.181070] Epoch: [40] [1140/2904] eta: 0:22:21 lr: 0.002400 loss: 0.2076 (0.2204) loss_rec_all: 0.2333 (0.2459) loss_rec_sfr: 0.3066 (0.3437) loss_cl: -0.2787 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [16:09:03.101492] Epoch: [40] [1160/2904] eta: 0:22:06 lr: 0.002400 loss: 0.2083 (0.2206) loss_rec_all: 0.2340 (0.2460) loss_rec_sfr: 0.3395 (0.3442) loss_cl: -0.2784 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [16:09:18.021917] Epoch: [40] [1180/2904] eta: 0:21:50 lr: 0.002400 loss: 0.2102 (0.2206) loss_rec_all: 0.2354 (0.2461) loss_rec_sfr: 0.3101 (0.3444) loss_cl: -0.2781 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [16:09:32.946287] Epoch: [40] [1200/2904] eta: 0:21:34 lr: 0.002400 loss: 0.2128 (0.2206) loss_rec_all: 0.2382 (0.2461) loss_rec_sfr: 0.3357 (0.3446) loss_cl: -0.2790 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [16:09:47.869888] Epoch: [40] [1220/2904] eta: 0:21:19 lr: 0.002400 loss: 0.2167 (0.2208) loss_rec_all: 0.2425 (0.2463) loss_rec_sfr: 0.3438 (0.3450) loss_cl: -0.2793 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [16:10:02.801584] Epoch: [40] [1240/2904] eta: 0:21:03 lr: 0.002400 loss: 0.2155 (0.2210) loss_rec_all: 0.2413 (0.2465) loss_rec_sfr: 0.3280 (0.3454) loss_cl: -0.2784 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [16:10:17.720151] Epoch: [40] [1260/2904] eta: 0:20:48 lr: 0.002400 loss: 0.2073 (0.2210) loss_rec_all: 0.2330 (0.2465) loss_rec_sfr: 0.3340 (0.3456) loss_cl: -0.2789 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [16:10:32.643818] Epoch: [40] [1280/2904] eta: 0:20:32 lr: 0.002400 loss: 0.2166 (0.2211) loss_rec_all: 0.2417 (0.2466) loss_rec_sfr: 0.3159 (0.3457) loss_cl: -0.2788 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [16:10:47.573400] Epoch: [40] [1300/2904] eta: 0:20:17 lr: 0.002400 loss: 0.2106 (0.2210) loss_rec_all: 0.2362 (0.2465) loss_rec_sfr: 0.3241 (0.3455) loss_cl: -0.2784 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [16:11:02.514646] Epoch: [40] [1320/2904] eta: 0:20:01 lr: 0.002400 loss: 0.2122 (0.2211) loss_rec_all: 0.2377 (0.2465) loss_rec_sfr: 0.3154 (0.3456) loss_cl: -0.2793 (-0.2787) time: 0.7470 data: 0.0002 max mem: 29860 [16:11:17.452373] Epoch: [40] [1340/2904] eta: 0:19:46 lr: 0.002400 loss: 0.2100 (0.2211) loss_rec_all: 0.2353 (0.2465) loss_rec_sfr: 0.3403 (0.3458) loss_cl: -0.2790 (-0.2787) time: 0.7468 data: 0.0002 max mem: 29860 [16:11:32.399672] Epoch: [40] [1360/2904] eta: 0:19:30 lr: 0.002400 loss: 0.2127 (0.2211) loss_rec_all: 0.2387 (0.2465) loss_rec_sfr: 0.3039 (0.3456) loss_cl: -0.2793 (-0.2787) time: 0.7473 data: 0.0002 max mem: 29860 [16:11:47.323447] Epoch: [40] [1380/2904] eta: 0:19:15 lr: 0.002400 loss: 0.2058 (0.2210) loss_rec_all: 0.2314 (0.2464) loss_rec_sfr: 0.2995 (0.3452) loss_cl: -0.2788 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [16:12:02.251410] Epoch: [40] [1400/2904] eta: 0:18:59 lr: 0.002400 loss: 0.2113 (0.2212) loss_rec_all: 0.2365 (0.2466) loss_rec_sfr: 0.3478 (0.3457) loss_cl: -0.2779 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [16:12:17.173227] Epoch: [40] [1420/2904] eta: 0:18:44 lr: 0.002400 loss: 0.2090 (0.2211) loss_rec_all: 0.2347 (0.2465) loss_rec_sfr: 0.3383 (0.3456) loss_cl: -0.2788 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [16:12:32.093802] Epoch: [40] [1440/2904] eta: 0:18:29 lr: 0.002400 loss: 0.2103 (0.2210) loss_rec_all: 0.2358 (0.2465) loss_rec_sfr: 0.3506 (0.3458) loss_cl: -0.2786 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [16:12:47.020244] Epoch: [40] [1460/2904] eta: 0:18:13 lr: 0.002400 loss: 0.2149 (0.2212) loss_rec_all: 0.2403 (0.2466) loss_rec_sfr: 0.3451 (0.3462) loss_cl: -0.2785 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [16:13:01.941001] Epoch: [40] [1480/2904] eta: 0:17:58 lr: 0.002400 loss: 0.2152 (0.2213) loss_rec_all: 0.2407 (0.2467) loss_rec_sfr: 0.3122 (0.3464) loss_cl: -0.2785 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [16:13:16.861245] Epoch: [40] [1500/2904] eta: 0:17:43 lr: 0.002400 loss: 0.2097 (0.2213) loss_rec_all: 0.2356 (0.2467) loss_rec_sfr: 0.3014 (0.3462) loss_cl: -0.2790 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [16:13:31.782244] Epoch: [40] [1520/2904] eta: 0:17:27 lr: 0.002400 loss: 0.2100 (0.2212) loss_rec_all: 0.2354 (0.2467) loss_rec_sfr: 0.3111 (0.3460) loss_cl: -0.2783 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [16:13:46.701497] Epoch: [40] [1540/2904] eta: 0:17:12 lr: 0.002400 loss: 0.2069 (0.2212) loss_rec_all: 0.2329 (0.2467) loss_rec_sfr: 0.3054 (0.3459) loss_cl: -0.2788 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [16:14:01.625855] Epoch: [40] [1560/2904] eta: 0:16:57 lr: 0.002400 loss: 0.2078 (0.2211) loss_rec_all: 0.2339 (0.2466) loss_rec_sfr: 0.2981 (0.3454) loss_cl: -0.2794 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [16:14:16.550228] Epoch: [40] [1580/2904] eta: 0:16:41 lr: 0.002400 loss: 0.2142 (0.2211) loss_rec_all: 0.2398 (0.2465) loss_rec_sfr: 0.3046 (0.3453) loss_cl: -0.2788 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [16:14:31.471005] Epoch: [40] [1600/2904] eta: 0:16:26 lr: 0.002400 loss: 0.2091 (0.2211) loss_rec_all: 0.2351 (0.2465) loss_rec_sfr: 0.3001 (0.3452) loss_cl: -0.2786 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [16:14:46.388412] Epoch: [40] [1620/2904] eta: 0:16:11 lr: 0.002400 loss: 0.2172 (0.2211) loss_rec_all: 0.2426 (0.2466) loss_rec_sfr: 0.3224 (0.3453) loss_cl: -0.2780 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [16:15:01.305681] Epoch: [40] [1640/2904] eta: 0:15:55 lr: 0.002400 loss: 0.2071 (0.2210) loss_rec_all: 0.2329 (0.2465) loss_rec_sfr: 0.3043 (0.3451) loss_cl: -0.2788 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [16:15:16.215709] Epoch: [40] [1660/2904] eta: 0:15:40 lr: 0.002400 loss: 0.2147 (0.2212) loss_rec_all: 0.2406 (0.2466) loss_rec_sfr: 0.3173 (0.3454) loss_cl: -0.2789 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [16:15:31.134279] Epoch: [40] [1680/2904] eta: 0:15:25 lr: 0.002400 loss: 0.2074 (0.2211) loss_rec_all: 0.2328 (0.2466) loss_rec_sfr: 0.3032 (0.3453) loss_cl: -0.2786 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [16:15:46.057427] Epoch: [40] [1700/2904] eta: 0:15:10 lr: 0.002400 loss: 0.2107 (0.2211) loss_rec_all: 0.2359 (0.2465) loss_rec_sfr: 0.3083 (0.3451) loss_cl: -0.2790 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [16:16:00.979053] Epoch: [40] [1720/2904] eta: 0:14:54 lr: 0.002400 loss: 0.2094 (0.2210) loss_rec_all: 0.2352 (0.2465) loss_rec_sfr: 0.3225 (0.3451) loss_cl: -0.2786 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [16:16:15.901399] Epoch: [40] [1740/2904] eta: 0:14:39 lr: 0.002400 loss: 0.2088 (0.2210) loss_rec_all: 0.2341 (0.2465) loss_rec_sfr: 0.2999 (0.3451) loss_cl: -0.2786 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [16:16:30.822207] Epoch: [40] [1760/2904] eta: 0:14:24 lr: 0.002400 loss: 0.2143 (0.2211) loss_rec_all: 0.2400 (0.2465) loss_rec_sfr: 0.3499 (0.3452) loss_cl: -0.2783 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [16:16:45.740553] Epoch: [40] [1780/2904] eta: 0:14:09 lr: 0.002400 loss: 0.2094 (0.2210) loss_rec_all: 0.2350 (0.2465) loss_rec_sfr: 0.3329 (0.3451) loss_cl: -0.2792 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [16:17:00.660385] Epoch: [40] [1800/2904] eta: 0:13:53 lr: 0.002400 loss: 0.2054 (0.2210) loss_rec_all: 0.2315 (0.2464) loss_rec_sfr: 0.3077 (0.3450) loss_cl: -0.2786 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [16:17:15.583827] Epoch: [40] [1820/2904] eta: 0:13:38 lr: 0.002400 loss: 0.2065 (0.2209) loss_rec_all: 0.2324 (0.2464) loss_rec_sfr: 0.2992 (0.3449) loss_cl: -0.2792 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [16:17:30.510439] Epoch: [40] [1840/2904] eta: 0:13:23 lr: 0.002400 loss: 0.2085 (0.2209) loss_rec_all: 0.2338 (0.2463) loss_rec_sfr: 0.3054 (0.3448) loss_cl: -0.2789 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [16:17:45.427169] Epoch: [40] [1860/2904] eta: 0:13:08 lr: 0.002400 loss: 0.2060 (0.2209) loss_rec_all: 0.2316 (0.2463) loss_rec_sfr: 0.3146 (0.3448) loss_cl: -0.2788 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [16:18:00.348019] Epoch: [40] [1880/2904] eta: 0:12:53 lr: 0.002400 loss: 0.2107 (0.2208) loss_rec_all: 0.2367 (0.2463) loss_rec_sfr: 0.2991 (0.3446) loss_cl: -0.2792 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [16:18:15.275634] Epoch: [40] [1900/2904] eta: 0:12:37 lr: 0.002400 loss: 0.2088 (0.2209) loss_rec_all: 0.2341 (0.2464) loss_rec_sfr: 0.3543 (0.3450) loss_cl: -0.2786 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [16:18:30.216411] Epoch: [40] [1920/2904] eta: 0:12:22 lr: 0.002400 loss: 0.2151 (0.2210) loss_rec_all: 0.2411 (0.2464) loss_rec_sfr: 0.3065 (0.3450) loss_cl: -0.2777 (-0.2787) time: 0.7470 data: 0.0002 max mem: 29860 [16:18:45.149645] Epoch: [40] [1940/2904] eta: 0:12:07 lr: 0.002400 loss: 0.2115 (0.2209) loss_rec_all: 0.2368 (0.2463) loss_rec_sfr: 0.3022 (0.3448) loss_cl: -0.2799 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [16:19:00.080120] Epoch: [40] [1960/2904] eta: 0:11:52 lr: 0.002400 loss: 0.2094 (0.2209) loss_rec_all: 0.2350 (0.2463) loss_rec_sfr: 0.3078 (0.3448) loss_cl: -0.2794 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [16:19:15.014744] Epoch: [40] [1980/2904] eta: 0:11:37 lr: 0.002400 loss: 0.2112 (0.2208) loss_rec_all: 0.2372 (0.2463) loss_rec_sfr: 0.3068 (0.3446) loss_cl: -0.2777 (-0.2787) time: 0.7467 data: 0.0002 max mem: 29860 [16:19:29.931485] Epoch: [40] [2000/2904] eta: 0:11:21 lr: 0.002400 loss: 0.2096 (0.2208) loss_rec_all: 0.2351 (0.2463) loss_rec_sfr: 0.3047 (0.3445) loss_cl: -0.2781 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [16:19:44.849730] Epoch: [40] [2020/2904] eta: 0:11:06 lr: 0.002400 loss: 0.2109 (0.2209) loss_rec_all: 0.2364 (0.2463) loss_rec_sfr: 0.3152 (0.3446) loss_cl: -0.2791 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [16:19:59.771706] Epoch: [40] [2040/2904] eta: 0:10:51 lr: 0.002400 loss: 0.2119 (0.2209) loss_rec_all: 0.2378 (0.2463) loss_rec_sfr: 0.3073 (0.3447) loss_cl: -0.2797 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [16:20:14.697950] Epoch: [40] [2060/2904] eta: 0:10:36 lr: 0.002400 loss: 0.2145 (0.2209) loss_rec_all: 0.2399 (0.2464) loss_rec_sfr: 0.3509 (0.3448) loss_cl: -0.2790 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [16:20:29.620943] Epoch: [40] [2080/2904] eta: 0:10:21 lr: 0.002400 loss: 0.2128 (0.2210) loss_rec_all: 0.2387 (0.2464) loss_rec_sfr: 0.3414 (0.3450) loss_cl: -0.2789 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [16:20:44.547565] Epoch: [40] [2100/2904] eta: 0:10:06 lr: 0.002400 loss: 0.2117 (0.2211) loss_rec_all: 0.2367 (0.2465) loss_rec_sfr: 0.3667 (0.3455) loss_cl: -0.2783 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [16:20:59.465076] Epoch: [40] [2120/2904] eta: 0:09:51 lr: 0.002400 loss: 0.2109 (0.2210) loss_rec_all: 0.2364 (0.2465) loss_rec_sfr: 0.3333 (0.3454) loss_cl: -0.2788 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [16:21:14.392813] Epoch: [40] [2140/2904] eta: 0:09:35 lr: 0.002400 loss: 0.2141 (0.2211) loss_rec_all: 0.2394 (0.2465) loss_rec_sfr: 0.3437 (0.3457) loss_cl: -0.2786 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [16:21:29.318309] Epoch: [40] [2160/2904] eta: 0:09:20 lr: 0.002400 loss: 0.2134 (0.2210) loss_rec_all: 0.2388 (0.2465) loss_rec_sfr: 0.3093 (0.3455) loss_cl: -0.2786 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [16:21:44.243622] Epoch: [40] [2180/2904] eta: 0:09:05 lr: 0.002400 loss: 0.2113 (0.2210) loss_rec_all: 0.2366 (0.2465) loss_rec_sfr: 0.3343 (0.3456) loss_cl: -0.2784 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [16:21:59.175884] Epoch: [40] [2200/2904] eta: 0:08:50 lr: 0.002400 loss: 0.2082 (0.2210) loss_rec_all: 0.2341 (0.2465) loss_rec_sfr: 0.3101 (0.3454) loss_cl: -0.2783 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [16:22:14.112748] Epoch: [40] [2220/2904] eta: 0:08:35 lr: 0.002400 loss: 0.2104 (0.2210) loss_rec_all: 0.2360 (0.2465) loss_rec_sfr: 0.3030 (0.3455) loss_cl: -0.2782 (-0.2787) time: 0.7468 data: 0.0002 max mem: 29860 [16:22:29.053979] Epoch: [40] [2240/2904] eta: 0:08:20 lr: 0.002400 loss: 0.2101 (0.2210) loss_rec_all: 0.2360 (0.2465) loss_rec_sfr: 0.3510 (0.3455) loss_cl: -0.2792 (-0.2787) time: 0.7470 data: 0.0002 max mem: 29860 [16:22:43.984939] Epoch: [40] [2260/2904] eta: 0:08:05 lr: 0.002400 loss: 0.2163 (0.2211) loss_rec_all: 0.2421 (0.2465) loss_rec_sfr: 0.3093 (0.3455) loss_cl: -0.2789 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [16:22:58.913457] Epoch: [40] [2280/2904] eta: 0:07:50 lr: 0.002400 loss: 0.2083 (0.2210) loss_rec_all: 0.2340 (0.2465) loss_rec_sfr: 0.2964 (0.3453) loss_cl: -0.2792 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [16:23:13.842073] Epoch: [40] [2300/2904] eta: 0:07:35 lr: 0.002400 loss: 0.2113 (0.2210) loss_rec_all: 0.2372 (0.2465) loss_rec_sfr: 0.3026 (0.3452) loss_cl: -0.2799 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [16:23:28.774386] Epoch: [40] [2320/2904] eta: 0:07:19 lr: 0.002400 loss: 0.2095 (0.2210) loss_rec_all: 0.2353 (0.2464) loss_rec_sfr: 0.3027 (0.3450) loss_cl: -0.2793 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [16:23:43.707564] Epoch: [40] [2340/2904] eta: 0:07:04 lr: 0.002400 loss: 0.2066 (0.2209) loss_rec_all: 0.2326 (0.2464) loss_rec_sfr: 0.3417 (0.3450) loss_cl: -0.2779 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [16:23:58.641913] Epoch: [40] [2360/2904] eta: 0:06:49 lr: 0.002400 loss: 0.2127 (0.2209) loss_rec_all: 0.2380 (0.2464) loss_rec_sfr: 0.3116 (0.3451) loss_cl: -0.2781 (-0.2787) time: 0.7467 data: 0.0002 max mem: 29860 [16:24:13.568526] Epoch: [40] [2380/2904] eta: 0:06:34 lr: 0.002400 loss: 0.2155 (0.2210) loss_rec_all: 0.2409 (0.2464) loss_rec_sfr: 0.3411 (0.3453) loss_cl: -0.2790 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [16:24:28.494312] Epoch: [40] [2400/2904] eta: 0:06:19 lr: 0.002400 loss: 0.2133 (0.2210) loss_rec_all: 0.2387 (0.2465) loss_rec_sfr: 0.3355 (0.3455) loss_cl: -0.2784 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [16:24:43.417587] Epoch: [40] [2420/2904] eta: 0:06:04 lr: 0.002400 loss: 0.2076 (0.2210) loss_rec_all: 0.2333 (0.2465) loss_rec_sfr: 0.3515 (0.3456) loss_cl: -0.2792 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [16:24:58.339335] Epoch: [40] [2440/2904] eta: 0:05:49 lr: 0.002400 loss: 0.2086 (0.2209) loss_rec_all: 0.2344 (0.2464) loss_rec_sfr: 0.2943 (0.3453) loss_cl: -0.2791 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [16:25:13.269741] Epoch: [40] [2460/2904] eta: 0:05:34 lr: 0.002400 loss: 0.2083 (0.2209) loss_rec_all: 0.2339 (0.2464) loss_rec_sfr: 0.3482 (0.3454) loss_cl: -0.2782 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [16:25:28.204917] Epoch: [40] [2480/2904] eta: 0:05:19 lr: 0.002400 loss: 0.2068 (0.2209) loss_rec_all: 0.2327 (0.2463) loss_rec_sfr: 0.3021 (0.3453) loss_cl: -0.2779 (-0.2787) time: 0.7467 data: 0.0002 max mem: 29860 [16:25:43.131425] Epoch: [40] [2500/2904] eta: 0:05:04 lr: 0.002400 loss: 0.2070 (0.2209) loss_rec_all: 0.2325 (0.2464) loss_rec_sfr: 0.3380 (0.3454) loss_cl: -0.2784 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [16:25:58.056059] Epoch: [40] [2520/2904] eta: 0:04:49 lr: 0.002400 loss: 0.2118 (0.2209) loss_rec_all: 0.2377 (0.2464) loss_rec_sfr: 0.3402 (0.3455) loss_cl: -0.2792 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [16:26:12.979541] Epoch: [40] [2540/2904] eta: 0:04:33 lr: 0.002400 loss: 0.2092 (0.2209) loss_rec_all: 0.2352 (0.2464) loss_rec_sfr: 0.3040 (0.3454) loss_cl: -0.2790 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [16:26:27.900571] Epoch: [40] [2560/2904] eta: 0:04:18 lr: 0.002400 loss: 0.2121 (0.2209) loss_rec_all: 0.2377 (0.2464) loss_rec_sfr: 0.3379 (0.3455) loss_cl: -0.2789 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [16:26:42.815168] Epoch: [40] [2580/2904] eta: 0:04:03 lr: 0.002400 loss: 0.2132 (0.2210) loss_rec_all: 0.2388 (0.2464) loss_rec_sfr: 0.3146 (0.3457) loss_cl: -0.2777 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [16:26:57.730468] Epoch: [40] [2600/2904] eta: 0:03:48 lr: 0.002400 loss: 0.2090 (0.2210) loss_rec_all: 0.2345 (0.2464) loss_rec_sfr: 0.3317 (0.3456) loss_cl: -0.2787 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [16:27:12.642289] Epoch: [40] [2620/2904] eta: 0:03:33 lr: 0.002400 loss: 0.2104 (0.2210) loss_rec_all: 0.2362 (0.2464) loss_rec_sfr: 0.3089 (0.3457) loss_cl: -0.2791 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [16:27:27.565949] Epoch: [40] [2640/2904] eta: 0:03:18 lr: 0.002400 loss: 0.2101 (0.2210) loss_rec_all: 0.2359 (0.2464) loss_rec_sfr: 0.3004 (0.3457) loss_cl: -0.2793 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [16:27:42.485545] Epoch: [40] [2660/2904] eta: 0:03:03 lr: 0.002400 loss: 0.2130 (0.2210) loss_rec_all: 0.2388 (0.2464) loss_rec_sfr: 0.3274 (0.3458) loss_cl: -0.2776 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [16:27:57.408460] Epoch: [40] [2680/2904] eta: 0:02:48 lr: 0.002400 loss: 0.2122 (0.2211) loss_rec_all: 0.2376 (0.2465) loss_rec_sfr: 0.3574 (0.3461) loss_cl: -0.2784 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [16:28:12.329664] Epoch: [40] [2700/2904] eta: 0:02:33 lr: 0.002400 loss: 0.2116 (0.2211) loss_rec_all: 0.2374 (0.2465) loss_rec_sfr: 0.3096 (0.3460) loss_cl: -0.2796 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [16:28:27.250230] Epoch: [40] [2720/2904] eta: 0:02:18 lr: 0.002400 loss: 0.2113 (0.2210) loss_rec_all: 0.2371 (0.2465) loss_rec_sfr: 0.3459 (0.3459) loss_cl: -0.2790 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [16:28:42.168318] Epoch: [40] [2740/2904] eta: 0:02:03 lr: 0.002400 loss: 0.2066 (0.2210) loss_rec_all: 0.2323 (0.2464) loss_rec_sfr: 0.3087 (0.3458) loss_cl: -0.2786 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [16:28:57.086136] Epoch: [40] [2760/2904] eta: 0:01:48 lr: 0.002400 loss: 0.2086 (0.2210) loss_rec_all: 0.2338 (0.2464) loss_rec_sfr: 0.3442 (0.3459) loss_cl: -0.2789 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [16:29:12.005347] Epoch: [40] [2780/2904] eta: 0:01:33 lr: 0.002400 loss: 0.2166 (0.2210) loss_rec_all: 0.2424 (0.2464) loss_rec_sfr: 0.3063 (0.3459) loss_cl: -0.2781 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [16:29:26.919257] Epoch: [40] [2800/2904] eta: 0:01:18 lr: 0.002400 loss: 0.2072 (0.2210) loss_rec_all: 0.2331 (0.2464) loss_rec_sfr: 0.3033 (0.3458) loss_cl: -0.2784 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [16:29:41.839631] Epoch: [40] [2820/2904] eta: 0:01:03 lr: 0.002400 loss: 0.2196 (0.2211) loss_rec_all: 0.2453 (0.2465) loss_rec_sfr: 0.3353 (0.3460) loss_cl: -0.2784 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [16:29:56.791930] Epoch: [40] [2840/2904] eta: 0:00:48 lr: 0.002400 loss: 0.2076 (0.2210) loss_rec_all: 0.2331 (0.2465) loss_rec_sfr: 0.3158 (0.3460) loss_cl: -0.2785 (-0.2787) time: 0.7476 data: 0.0023 max mem: 29860 [16:30:11.694994] Epoch: [40] [2860/2904] eta: 0:00:33 lr: 0.002400 loss: 0.2110 (0.2210) loss_rec_all: 0.2366 (0.2465) loss_rec_sfr: 0.3026 (0.3460) loss_cl: -0.2791 (-0.2787) time: 0.7451 data: 0.0001 max mem: 29860 [16:30:26.602702] Epoch: [40] [2880/2904] eta: 0:00:18 lr: 0.002400 loss: 0.2121 (0.2211) loss_rec_all: 0.2374 (0.2466) loss_rec_sfr: 0.3427 (0.3463) loss_cl: -0.2789 (-0.2787) time: 0.7453 data: 0.0001 max mem: 29860 [16:30:41.505261] Epoch: [40] [2900/2904] eta: 0:00:03 lr: 0.002400 loss: 0.2098 (0.2211) loss_rec_all: 0.2355 (0.2465) loss_rec_sfr: 0.3056 (0.3462) loss_cl: -0.2790 (-0.2787) time: 0.7451 data: 0.0001 max mem: 29860 [16:30:43.748194] Epoch: [40] [2903/2904] eta: 0:00:00 lr: 0.002400 loss: 0.2131 (0.2211) loss_rec_all: 0.2385 (0.2465) loss_rec_sfr: 0.3074 (0.3462) loss_cl: -0.2789 (-0.2787) time: 0.7451 data: 0.0001 max mem: 29860 [16:30:45.804844] Epoch: [40] Total time: 0:36:25 (0.7526 s / it) [16:30:45.816812] Averaged stats: lr: 0.002400 loss: 0.2131 (0.2232) loss_rec_all: 0.2385 (0.2463) loss_rec_sfr: 0.3074 (0.3461) loss_cl: -0.2789 (-0.2554) [16:30:45.824216] log_dir: ./checkpoint/VF2_ViT-B [16:31:03.956974] Epoch: [41] [ 0/2904] eta: 14:37:35 lr: 0.002400 loss: 0.2018 (0.2018) loss_rec_all: 0.2278 (0.2278) loss_rec_sfr: 0.2713 (0.2713) loss_cl: -0.2788 (-0.2788) time: 18.1319 data: 15.2231 max mem: 29860 [16:31:21.413537] Epoch: [41] [ 20/2904] eta: 1:21:27 lr: 0.002400 loss: 0.2075 (0.2154) loss_rec_all: 0.2334 (0.2409) loss_rec_sfr: 0.3409 (0.3402) loss_cl: -0.2786 (-0.2785) time: 0.8728 data: 0.0582 max mem: 29860 [16:31:36.321852] Epoch: [41] [ 40/2904] eta: 0:58:47 lr: 0.002400 loss: 0.2085 (0.2234) loss_rec_all: 0.2337 (0.2487) loss_rec_sfr: 0.3407 (0.3609) loss_cl: -0.2779 (-0.2780) time: 0.7454 data: 0.0002 max mem: 29860 [16:31:51.228282] Epoch: [41] [ 60/2904] eta: 0:50:49 lr: 0.002400 loss: 0.2066 (0.2229) loss_rec_all: 0.2326 (0.2482) loss_rec_sfr: 0.3261 (0.3585) loss_cl: -0.2787 (-0.2782) time: 0.7453 data: 0.0002 max mem: 29860 [16:32:06.176618] Epoch: [41] [ 80/2904] eta: 0:46:41 lr: 0.002400 loss: 0.2127 (0.2251) loss_rec_all: 0.2381 (0.2504) loss_rec_sfr: 0.3302 (0.3617) loss_cl: -0.2791 (-0.2784) time: 0.7474 data: 0.0002 max mem: 29860 [16:32:21.124349] Epoch: [41] [ 100/2904] eta: 0:44:05 lr: 0.002400 loss: 0.2091 (0.2251) loss_rec_all: 0.2351 (0.2504) loss_rec_sfr: 0.3035 (0.3598) loss_cl: -0.2794 (-0.2786) time: 0.7473 data: 0.0002 max mem: 29860 [16:32:36.066699] Epoch: [41] [ 120/2904] eta: 0:42:16 lr: 0.002400 loss: 0.2105 (0.2235) loss_rec_all: 0.2362 (0.2488) loss_rec_sfr: 0.3011 (0.3542) loss_cl: -0.2781 (-0.2785) time: 0.7471 data: 0.0002 max mem: 29860 [16:32:51.017359] Epoch: [41] [ 140/2904] eta: 0:40:53 lr: 0.002400 loss: 0.2077 (0.2223) loss_rec_all: 0.2335 (0.2477) loss_rec_sfr: 0.3150 (0.3517) loss_cl: -0.2788 (-0.2785) time: 0.7475 data: 0.0003 max mem: 29860 [16:33:05.986021] Epoch: [41] [ 160/2904] eta: 0:39:48 lr: 0.002400 loss: 0.2138 (0.2216) loss_rec_all: 0.2390 (0.2470) loss_rec_sfr: 0.3148 (0.3500) loss_cl: -0.2786 (-0.2785) time: 0.7484 data: 0.0002 max mem: 29860 [16:33:20.920493] Epoch: [41] [ 180/2904] eta: 0:38:54 lr: 0.002400 loss: 0.2109 (0.2230) loss_rec_all: 0.2363 (0.2484) loss_rec_sfr: 0.3458 (0.3541) loss_cl: -0.2789 (-0.2786) time: 0.7467 data: 0.0003 max mem: 29860 [16:33:35.863610] Epoch: [41] [ 200/2904] eta: 0:38:07 lr: 0.002400 loss: 0.2094 (0.2227) loss_rec_all: 0.2351 (0.2481) loss_rec_sfr: 0.3079 (0.3530) loss_cl: -0.2790 (-0.2786) time: 0.7471 data: 0.0002 max mem: 29860 [16:33:50.847728] Epoch: [41] [ 220/2904] eta: 0:37:26 lr: 0.002400 loss: 0.2092 (0.2224) loss_rec_all: 0.2350 (0.2478) loss_rec_sfr: 0.3588 (0.3544) loss_cl: -0.2788 (-0.2786) time: 0.7492 data: 0.0002 max mem: 29860 [16:34:05.813765] Epoch: [41] [ 240/2904] eta: 0:36:50 lr: 0.002400 loss: 0.2106 (0.2222) loss_rec_all: 0.2363 (0.2476) loss_rec_sfr: 0.3099 (0.3532) loss_cl: -0.2784 (-0.2786) time: 0.7482 data: 0.0002 max mem: 29860 [16:34:20.767593] Epoch: [41] [ 260/2904] eta: 0:36:17 lr: 0.002400 loss: 0.2113 (0.2216) loss_rec_all: 0.2368 (0.2470) loss_rec_sfr: 0.3055 (0.3512) loss_cl: -0.2778 (-0.2786) time: 0.7476 data: 0.0003 max mem: 29860 [16:34:35.722037] Epoch: [41] [ 280/2904] eta: 0:35:46 lr: 0.002400 loss: 0.2128 (0.2221) loss_rec_all: 0.2380 (0.2475) loss_rec_sfr: 0.3125 (0.3522) loss_cl: -0.2782 (-0.2785) time: 0.7477 data: 0.0002 max mem: 29860 [16:34:50.665621] Epoch: [41] [ 300/2904] eta: 0:35:18 lr: 0.002400 loss: 0.2131 (0.2223) loss_rec_all: 0.2386 (0.2477) loss_rec_sfr: 0.3328 (0.3520) loss_cl: -0.2790 (-0.2786) time: 0.7471 data: 0.0002 max mem: 29860 [16:35:05.585268] Epoch: [41] [ 320/2904] eta: 0:34:50 lr: 0.002400 loss: 0.2069 (0.2219) loss_rec_all: 0.2326 (0.2474) loss_rec_sfr: 0.3086 (0.3514) loss_cl: -0.2792 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [16:35:20.499736] Epoch: [41] [ 340/2904] eta: 0:34:25 lr: 0.002400 loss: 0.2092 (0.2220) loss_rec_all: 0.2351 (0.2474) loss_rec_sfr: 0.3099 (0.3513) loss_cl: -0.2788 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [16:35:35.416312] Epoch: [41] [ 360/2904] eta: 0:34:00 lr: 0.002400 loss: 0.2074 (0.2220) loss_rec_all: 0.2333 (0.2474) loss_rec_sfr: 0.3033 (0.3506) loss_cl: -0.2786 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [16:35:50.341248] Epoch: [41] [ 380/2904] eta: 0:33:37 lr: 0.002400 loss: 0.2080 (0.2219) loss_rec_all: 0.2341 (0.2473) loss_rec_sfr: 0.2999 (0.3500) loss_cl: -0.2784 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [16:36:05.261750] Epoch: [41] [ 400/2904] eta: 0:33:14 lr: 0.002400 loss: 0.2089 (0.2219) loss_rec_all: 0.2349 (0.2473) loss_rec_sfr: 0.3107 (0.3499) loss_cl: -0.2795 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [16:36:20.177588] Epoch: [41] [ 420/2904] eta: 0:32:52 lr: 0.002400 loss: 0.2100 (0.2217) loss_rec_all: 0.2354 (0.2471) loss_rec_sfr: 0.3078 (0.3495) loss_cl: -0.2794 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [16:36:35.101195] Epoch: [41] [ 440/2904] eta: 0:32:31 lr: 0.002400 loss: 0.2089 (0.2219) loss_rec_all: 0.2344 (0.2473) loss_rec_sfr: 0.3496 (0.3505) loss_cl: -0.2780 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [16:36:50.021486] Epoch: [41] [ 460/2904] eta: 0:32:10 lr: 0.002400 loss: 0.2134 (0.2218) loss_rec_all: 0.2388 (0.2472) loss_rec_sfr: 0.3225 (0.3504) loss_cl: -0.2778 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [16:37:04.931284] Epoch: [41] [ 480/2904] eta: 0:31:50 lr: 0.002400 loss: 0.2079 (0.2219) loss_rec_all: 0.2333 (0.2473) loss_rec_sfr: 0.3389 (0.3508) loss_cl: -0.2781 (-0.2786) time: 0.7455 data: 0.0002 max mem: 29860 [16:37:19.847523] Epoch: [41] [ 500/2904] eta: 0:31:30 lr: 0.002400 loss: 0.2104 (0.2217) loss_rec_all: 0.2363 (0.2471) loss_rec_sfr: 0.2995 (0.3497) loss_cl: -0.2792 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [16:37:34.759918] Epoch: [41] [ 520/2904] eta: 0:31:11 lr: 0.002400 loss: 0.2093 (0.2216) loss_rec_all: 0.2347 (0.2470) loss_rec_sfr: 0.3106 (0.3496) loss_cl: -0.2796 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [16:37:49.674855] Epoch: [41] [ 540/2904] eta: 0:30:51 lr: 0.002400 loss: 0.2142 (0.2218) loss_rec_all: 0.2396 (0.2472) loss_rec_sfr: 0.3201 (0.3501) loss_cl: -0.2789 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [16:38:04.593145] Epoch: [41] [ 560/2904] eta: 0:30:33 lr: 0.002400 loss: 0.2100 (0.2216) loss_rec_all: 0.2354 (0.2470) loss_rec_sfr: 0.3440 (0.3497) loss_cl: -0.2784 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [16:38:19.512553] Epoch: [41] [ 580/2904] eta: 0:30:14 lr: 0.002400 loss: 0.2124 (0.2218) loss_rec_all: 0.2380 (0.2472) loss_rec_sfr: 0.3401 (0.3503) loss_cl: -0.2777 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [16:38:34.428765] Epoch: [41] [ 600/2904] eta: 0:29:56 lr: 0.002400 loss: 0.2081 (0.2218) loss_rec_all: 0.2338 (0.2472) loss_rec_sfr: 0.3068 (0.3502) loss_cl: -0.2795 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [16:38:49.341364] Epoch: [41] [ 620/2904] eta: 0:29:38 lr: 0.002400 loss: 0.2077 (0.2217) loss_rec_all: 0.2333 (0.2471) loss_rec_sfr: 0.2992 (0.3497) loss_cl: -0.2791 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [16:39:04.260419] Epoch: [41] [ 640/2904] eta: 0:29:20 lr: 0.002400 loss: 0.2056 (0.2212) loss_rec_all: 0.2312 (0.2466) loss_rec_sfr: 0.3010 (0.3485) loss_cl: -0.2783 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [16:39:19.191752] Epoch: [41] [ 660/2904] eta: 0:29:02 lr: 0.002400 loss: 0.2137 (0.2212) loss_rec_all: 0.2390 (0.2466) loss_rec_sfr: 0.3253 (0.3485) loss_cl: -0.2787 (-0.2786) time: 0.7465 data: 0.0002 max mem: 29860 [16:39:34.103529] Epoch: [41] [ 680/2904] eta: 0:28:45 lr: 0.002400 loss: 0.2093 (0.2211) loss_rec_all: 0.2353 (0.2465) loss_rec_sfr: 0.3100 (0.3480) loss_cl: -0.2788 (-0.2786) time: 0.7455 data: 0.0002 max mem: 29860 [16:39:49.022051] Epoch: [41] [ 700/2904] eta: 0:28:27 lr: 0.002400 loss: 0.2070 (0.2208) loss_rec_all: 0.2324 (0.2462) loss_rec_sfr: 0.3035 (0.3472) loss_cl: -0.2786 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [16:40:03.939754] Epoch: [41] [ 720/2904] eta: 0:28:10 lr: 0.002400 loss: 0.2141 (0.2211) loss_rec_all: 0.2398 (0.2466) loss_rec_sfr: 0.3170 (0.3481) loss_cl: -0.2788 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [16:40:18.853906] Epoch: [41] [ 740/2904] eta: 0:27:53 lr: 0.002400 loss: 0.2134 (0.2211) loss_rec_all: 0.2392 (0.2466) loss_rec_sfr: 0.3082 (0.3479) loss_cl: -0.2789 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [16:40:33.766994] Epoch: [41] [ 760/2904] eta: 0:27:36 lr: 0.002400 loss: 0.2097 (0.2210) loss_rec_all: 0.2353 (0.2465) loss_rec_sfr: 0.3366 (0.3478) loss_cl: -0.2787 (-0.2786) time: 0.7456 data: 0.0002 max mem: 29860 [16:40:48.689965] Epoch: [41] [ 780/2904] eta: 0:27:19 lr: 0.002400 loss: 0.2073 (0.2209) loss_rec_all: 0.2335 (0.2464) loss_rec_sfr: 0.2957 (0.3474) loss_cl: -0.2786 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [16:41:03.610041] Epoch: [41] [ 800/2904] eta: 0:27:02 lr: 0.002400 loss: 0.2135 (0.2208) loss_rec_all: 0.2393 (0.2463) loss_rec_sfr: 0.3094 (0.3472) loss_cl: -0.2790 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [16:41:18.529933] Epoch: [41] [ 820/2904] eta: 0:26:45 lr: 0.002400 loss: 0.2101 (0.2209) loss_rec_all: 0.2354 (0.2463) loss_rec_sfr: 0.3344 (0.3474) loss_cl: -0.2787 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [16:41:33.447694] Epoch: [41] [ 840/2904] eta: 0:26:29 lr: 0.002400 loss: 0.2111 (0.2208) loss_rec_all: 0.2366 (0.2462) loss_rec_sfr: 0.3398 (0.3472) loss_cl: -0.2790 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [16:41:48.372246] Epoch: [41] [ 860/2904] eta: 0:26:12 lr: 0.002400 loss: 0.2081 (0.2206) loss_rec_all: 0.2342 (0.2460) loss_rec_sfr: 0.3022 (0.3464) loss_cl: -0.2790 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [16:42:03.279384] Epoch: [41] [ 880/2904] eta: 0:25:56 lr: 0.002400 loss: 0.2071 (0.2205) loss_rec_all: 0.2324 (0.2459) loss_rec_sfr: 0.3510 (0.3466) loss_cl: -0.2779 (-0.2786) time: 0.7453 data: 0.0002 max mem: 29860 [16:42:18.183131] Epoch: [41] [ 900/2904] eta: 0:25:39 lr: 0.002400 loss: 0.2087 (0.2205) loss_rec_all: 0.2345 (0.2459) loss_rec_sfr: 0.3065 (0.3465) loss_cl: -0.2793 (-0.2786) time: 0.7451 data: 0.0002 max mem: 29860 [16:42:33.094298] Epoch: [41] [ 920/2904] eta: 0:25:23 lr: 0.002400 loss: 0.2055 (0.2204) loss_rec_all: 0.2314 (0.2458) loss_rec_sfr: 0.2953 (0.3460) loss_cl: -0.2791 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [16:42:48.014562] Epoch: [41] [ 940/2904] eta: 0:25:07 lr: 0.002400 loss: 0.2097 (0.2205) loss_rec_all: 0.2356 (0.2459) loss_rec_sfr: 0.3369 (0.3463) loss_cl: -0.2788 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [16:43:02.931828] Epoch: [41] [ 960/2904] eta: 0:24:51 lr: 0.002400 loss: 0.2092 (0.2205) loss_rec_all: 0.2351 (0.2459) loss_rec_sfr: 0.3172 (0.3464) loss_cl: -0.2782 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [16:43:17.842759] Epoch: [41] [ 980/2904] eta: 0:24:34 lr: 0.002400 loss: 0.2144 (0.2207) loss_rec_all: 0.2405 (0.2461) loss_rec_sfr: 0.3112 (0.3466) loss_cl: -0.2793 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [16:43:32.750197] Epoch: [41] [1000/2904] eta: 0:24:18 lr: 0.002400 loss: 0.2182 (0.2207) loss_rec_all: 0.2438 (0.2462) loss_rec_sfr: 0.3072 (0.3466) loss_cl: -0.2788 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [16:43:47.665462] Epoch: [41] [1020/2904] eta: 0:24:02 lr: 0.002400 loss: 0.2114 (0.2207) loss_rec_all: 0.2371 (0.2462) loss_rec_sfr: 0.3146 (0.3466) loss_cl: -0.2783 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [16:44:02.572349] Epoch: [41] [1040/2904] eta: 0:23:46 lr: 0.002400 loss: 0.2116 (0.2208) loss_rec_all: 0.2372 (0.2463) loss_rec_sfr: 0.3451 (0.3471) loss_cl: -0.2780 (-0.2786) time: 0.7453 data: 0.0002 max mem: 29860 [16:44:17.480854] Epoch: [41] [1060/2904] eta: 0:23:30 lr: 0.002400 loss: 0.2075 (0.2208) loss_rec_all: 0.2332 (0.2463) loss_rec_sfr: 0.3050 (0.3471) loss_cl: -0.2785 (-0.2786) time: 0.7454 data: 0.0002 max mem: 29860 [16:44:32.389907] Epoch: [41] [1080/2904] eta: 0:23:14 lr: 0.002400 loss: 0.2120 (0.2209) loss_rec_all: 0.2373 (0.2463) loss_rec_sfr: 0.3456 (0.3474) loss_cl: -0.2793 (-0.2786) time: 0.7454 data: 0.0002 max mem: 29860 [16:44:47.305207] Epoch: [41] [1100/2904] eta: 0:22:58 lr: 0.002400 loss: 0.2146 (0.2209) loss_rec_all: 0.2402 (0.2464) loss_rec_sfr: 0.3403 (0.3476) loss_cl: -0.2792 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [16:45:02.222262] Epoch: [41] [1120/2904] eta: 0:22:42 lr: 0.002400 loss: 0.2079 (0.2210) loss_rec_all: 0.2336 (0.2465) loss_rec_sfr: 0.3339 (0.3478) loss_cl: -0.2792 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [16:45:17.140248] Epoch: [41] [1140/2904] eta: 0:22:26 lr: 0.002400 loss: 0.2083 (0.2211) loss_rec_all: 0.2341 (0.2465) loss_rec_sfr: 0.3398 (0.3482) loss_cl: -0.2777 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [16:45:32.054745] Epoch: [41] [1160/2904] eta: 0:22:11 lr: 0.002400 loss: 0.2106 (0.2212) loss_rec_all: 0.2357 (0.2466) loss_rec_sfr: 0.3171 (0.3483) loss_cl: -0.2780 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [16:45:46.966117] Epoch: [41] [1180/2904] eta: 0:21:55 lr: 0.002400 loss: 0.2071 (0.2212) loss_rec_all: 0.2325 (0.2466) loss_rec_sfr: 0.3139 (0.3481) loss_cl: -0.2785 (-0.2786) time: 0.7455 data: 0.0002 max mem: 29860 [16:46:01.874942] Epoch: [41] [1200/2904] eta: 0:21:39 lr: 0.002400 loss: 0.2087 (0.2211) loss_rec_all: 0.2347 (0.2465) loss_rec_sfr: 0.3055 (0.3478) loss_cl: -0.2804 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [16:46:16.789388] Epoch: [41] [1220/2904] eta: 0:21:23 lr: 0.002400 loss: 0.2106 (0.2211) loss_rec_all: 0.2358 (0.2466) loss_rec_sfr: 0.3414 (0.3482) loss_cl: -0.2784 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [16:46:31.703500] Epoch: [41] [1240/2904] eta: 0:21:08 lr: 0.002400 loss: 0.2148 (0.2213) loss_rec_all: 0.2401 (0.2468) loss_rec_sfr: 0.3506 (0.3488) loss_cl: -0.2783 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [16:46:46.622430] Epoch: [41] [1260/2904] eta: 0:20:52 lr: 0.002400 loss: 0.2133 (0.2215) loss_rec_all: 0.2391 (0.2469) loss_rec_sfr: 0.3513 (0.3494) loss_cl: -0.2795 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [16:47:01.541125] Epoch: [41] [1280/2904] eta: 0:20:36 lr: 0.002400 loss: 0.2149 (0.2217) loss_rec_all: 0.2405 (0.2471) loss_rec_sfr: 0.3097 (0.3499) loss_cl: -0.2781 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [16:47:16.459756] Epoch: [41] [1300/2904] eta: 0:20:21 lr: 0.002400 loss: 0.2135 (0.2218) loss_rec_all: 0.2390 (0.2472) loss_rec_sfr: 0.3108 (0.3500) loss_cl: -0.2770 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [16:47:31.372926] Epoch: [41] [1320/2904] eta: 0:20:05 lr: 0.002400 loss: 0.2114 (0.2219) loss_rec_all: 0.2371 (0.2473) loss_rec_sfr: 0.3016 (0.3500) loss_cl: -0.2793 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [16:47:46.286129] Epoch: [41] [1340/2904] eta: 0:19:50 lr: 0.002400 loss: 0.2080 (0.2219) loss_rec_all: 0.2337 (0.2473) loss_rec_sfr: 0.3250 (0.3500) loss_cl: -0.2785 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [16:48:01.195488] Epoch: [41] [1360/2904] eta: 0:19:34 lr: 0.002400 loss: 0.2071 (0.2218) loss_rec_all: 0.2324 (0.2473) loss_rec_sfr: 0.2943 (0.3500) loss_cl: -0.2788 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [16:48:16.108571] Epoch: [41] [1380/2904] eta: 0:19:18 lr: 0.002400 loss: 0.2099 (0.2219) loss_rec_all: 0.2358 (0.2473) loss_rec_sfr: 0.3019 (0.3499) loss_cl: -0.2781 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [16:48:31.015396] Epoch: [41] [1400/2904] eta: 0:19:03 lr: 0.002400 loss: 0.2086 (0.2218) loss_rec_all: 0.2339 (0.2472) loss_rec_sfr: 0.3265 (0.3499) loss_cl: -0.2775 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [16:48:45.923631] Epoch: [41] [1420/2904] eta: 0:18:47 lr: 0.002400 loss: 0.2080 (0.2217) loss_rec_all: 0.2334 (0.2471) loss_rec_sfr: 0.3081 (0.3498) loss_cl: -0.2778 (-0.2786) time: 0.7454 data: 0.0002 max mem: 29860 [16:49:00.837338] Epoch: [41] [1440/2904] eta: 0:18:32 lr: 0.002400 loss: 0.2082 (0.2216) loss_rec_all: 0.2343 (0.2470) loss_rec_sfr: 0.3041 (0.3493) loss_cl: -0.2792 (-0.2786) time: 0.7456 data: 0.0002 max mem: 29860 [16:49:15.757253] Epoch: [41] [1460/2904] eta: 0:18:16 lr: 0.002400 loss: 0.2119 (0.2216) loss_rec_all: 0.2377 (0.2470) loss_rec_sfr: 0.3079 (0.3491) loss_cl: -0.2786 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [16:49:30.674089] Epoch: [41] [1480/2904] eta: 0:18:01 lr: 0.002400 loss: 0.2086 (0.2215) loss_rec_all: 0.2345 (0.2470) loss_rec_sfr: 0.3373 (0.3490) loss_cl: -0.2783 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [16:49:45.591803] Epoch: [41] [1500/2904] eta: 0:17:46 lr: 0.002400 loss: 0.2095 (0.2216) loss_rec_all: 0.2354 (0.2470) loss_rec_sfr: 0.3371 (0.3492) loss_cl: -0.2785 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [16:50:00.516295] Epoch: [41] [1520/2904] eta: 0:17:30 lr: 0.002400 loss: 0.2092 (0.2216) loss_rec_all: 0.2350 (0.2471) loss_rec_sfr: 0.3408 (0.3494) loss_cl: -0.2791 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [16:50:15.440989] Epoch: [41] [1540/2904] eta: 0:17:15 lr: 0.002400 loss: 0.2070 (0.2216) loss_rec_all: 0.2325 (0.2470) loss_rec_sfr: 0.2968 (0.3491) loss_cl: -0.2786 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [16:50:30.368157] Epoch: [41] [1560/2904] eta: 0:16:59 lr: 0.002400 loss: 0.2104 (0.2217) loss_rec_all: 0.2361 (0.2471) loss_rec_sfr: 0.3061 (0.3493) loss_cl: -0.2788 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [16:50:45.294809] Epoch: [41] [1580/2904] eta: 0:16:44 lr: 0.002400 loss: 0.2100 (0.2217) loss_rec_all: 0.2355 (0.2471) loss_rec_sfr: 0.3323 (0.3494) loss_cl: -0.2793 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [16:51:00.214646] Epoch: [41] [1600/2904] eta: 0:16:29 lr: 0.002400 loss: 0.2105 (0.2217) loss_rec_all: 0.2366 (0.2471) loss_rec_sfr: 0.3112 (0.3494) loss_cl: -0.2783 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [16:51:15.131409] Epoch: [41] [1620/2904] eta: 0:16:13 lr: 0.002400 loss: 0.2140 (0.2218) loss_rec_all: 0.2395 (0.2472) loss_rec_sfr: 0.3490 (0.3497) loss_cl: -0.2787 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [16:51:30.048721] Epoch: [41] [1640/2904] eta: 0:15:58 lr: 0.002400 loss: 0.2083 (0.2217) loss_rec_all: 0.2337 (0.2471) loss_rec_sfr: 0.3089 (0.3495) loss_cl: -0.2783 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [16:51:44.966323] Epoch: [41] [1660/2904] eta: 0:15:42 lr: 0.002400 loss: 0.2072 (0.2216) loss_rec_all: 0.2328 (0.2470) loss_rec_sfr: 0.3011 (0.3492) loss_cl: -0.2783 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [16:51:59.884044] Epoch: [41] [1680/2904] eta: 0:15:27 lr: 0.002400 loss: 0.2111 (0.2215) loss_rec_all: 0.2368 (0.2470) loss_rec_sfr: 0.3067 (0.3490) loss_cl: -0.2786 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [16:52:14.805359] Epoch: [41] [1700/2904] eta: 0:15:12 lr: 0.002400 loss: 0.2140 (0.2216) loss_rec_all: 0.2394 (0.2470) loss_rec_sfr: 0.3449 (0.3493) loss_cl: -0.2792 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [16:52:29.725124] Epoch: [41] [1720/2904] eta: 0:14:56 lr: 0.002400 loss: 0.2127 (0.2216) loss_rec_all: 0.2383 (0.2470) loss_rec_sfr: 0.2971 (0.3492) loss_cl: -0.2797 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [16:52:44.645897] Epoch: [41] [1740/2904] eta: 0:14:41 lr: 0.002400 loss: 0.2155 (0.2217) loss_rec_all: 0.2409 (0.2471) loss_rec_sfr: 0.3548 (0.3496) loss_cl: -0.2788 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [16:52:59.573131] Epoch: [41] [1760/2904] eta: 0:14:26 lr: 0.002400 loss: 0.2116 (0.2217) loss_rec_all: 0.2367 (0.2471) loss_rec_sfr: 0.3218 (0.3497) loss_cl: -0.2777 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [16:53:14.647832] Epoch: [41] [1780/2904] eta: 0:14:11 lr: 0.002400 loss: 0.2055 (0.2217) loss_rec_all: 0.2310 (0.2471) loss_rec_sfr: 0.3334 (0.3496) loss_cl: -0.2785 (-0.2786) time: 0.7537 data: 0.0002 max mem: 29860 [16:53:29.558198] Epoch: [41] [1800/2904] eta: 0:13:55 lr: 0.002400 loss: 0.2137 (0.2217) loss_rec_all: 0.2390 (0.2472) loss_rec_sfr: 0.3395 (0.3498) loss_cl: -0.2790 (-0.2786) time: 0.7455 data: 0.0002 max mem: 29860 [16:53:44.482139] Epoch: [41] [1820/2904] eta: 0:13:40 lr: 0.002400 loss: 0.2073 (0.2218) loss_rec_all: 0.2333 (0.2472) loss_rec_sfr: 0.3007 (0.3498) loss_cl: -0.2797 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [16:53:59.400251] Epoch: [41] [1840/2904] eta: 0:13:25 lr: 0.002400 loss: 0.2242 (0.2219) loss_rec_all: 0.2500 (0.2473) loss_rec_sfr: 0.3354 (0.3501) loss_cl: -0.2793 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [16:54:14.316610] Epoch: [41] [1860/2904] eta: 0:13:10 lr: 0.002400 loss: 0.2096 (0.2220) loss_rec_all: 0.2351 (0.2474) loss_rec_sfr: 0.3377 (0.3504) loss_cl: -0.2787 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [16:54:29.238929] Epoch: [41] [1880/2904] eta: 0:12:54 lr: 0.002400 loss: 0.2083 (0.2220) loss_rec_all: 0.2341 (0.2474) loss_rec_sfr: 0.3178 (0.3504) loss_cl: -0.2776 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [16:54:44.161870] Epoch: [41] [1900/2904] eta: 0:12:39 lr: 0.002400 loss: 0.2083 (0.2220) loss_rec_all: 0.2340 (0.2474) loss_rec_sfr: 0.3017 (0.3502) loss_cl: -0.2780 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [16:54:59.083414] Epoch: [41] [1920/2904] eta: 0:12:24 lr: 0.002400 loss: 0.2089 (0.2220) loss_rec_all: 0.2341 (0.2474) loss_rec_sfr: 0.3383 (0.3503) loss_cl: -0.2773 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [16:55:14.004521] Epoch: [41] [1940/2904] eta: 0:12:09 lr: 0.002400 loss: 0.2110 (0.2220) loss_rec_all: 0.2366 (0.2474) loss_rec_sfr: 0.3147 (0.3503) loss_cl: -0.2793 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [16:55:28.925439] Epoch: [41] [1960/2904] eta: 0:11:53 lr: 0.002400 loss: 0.2107 (0.2220) loss_rec_all: 0.2361 (0.2474) loss_rec_sfr: 0.3493 (0.3504) loss_cl: -0.2791 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [16:55:43.850046] Epoch: [41] [1980/2904] eta: 0:11:38 lr: 0.002400 loss: 0.2111 (0.2220) loss_rec_all: 0.2370 (0.2474) loss_rec_sfr: 0.3386 (0.3505) loss_cl: -0.2797 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [16:55:58.771080] Epoch: [41] [2000/2904] eta: 0:11:23 lr: 0.002400 loss: 0.2213 (0.2221) loss_rec_all: 0.2471 (0.2475) loss_rec_sfr: 0.3153 (0.3506) loss_cl: -0.2793 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [16:56:13.694082] Epoch: [41] [2020/2904] eta: 0:11:08 lr: 0.002400 loss: 0.2038 (0.2219) loss_rec_all: 0.2296 (0.2474) loss_rec_sfr: 0.2937 (0.3503) loss_cl: -0.2787 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [16:56:28.616810] Epoch: [41] [2040/2904] eta: 0:10:53 lr: 0.002400 loss: 0.2102 (0.2219) loss_rec_all: 0.2354 (0.2473) loss_rec_sfr: 0.3070 (0.3500) loss_cl: -0.2778 (-0.2787) time: 0.7461 data: 0.0003 max mem: 29860 [16:56:43.542684] Epoch: [41] [2060/2904] eta: 0:10:37 lr: 0.002400 loss: 0.2154 (0.2218) loss_rec_all: 0.2412 (0.2473) loss_rec_sfr: 0.3074 (0.3498) loss_cl: -0.2777 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [16:56:58.471112] Epoch: [41] [2080/2904] eta: 0:10:22 lr: 0.002400 loss: 0.2172 (0.2218) loss_rec_all: 0.2426 (0.2472) loss_rec_sfr: 0.3081 (0.3496) loss_cl: -0.2797 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [16:57:13.389385] Epoch: [41] [2100/2904] eta: 0:10:07 lr: 0.002400 loss: 0.2127 (0.2218) loss_rec_all: 0.2382 (0.2473) loss_rec_sfr: 0.3081 (0.3496) loss_cl: -0.2787 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [16:57:28.308661] Epoch: [41] [2120/2904] eta: 0:09:52 lr: 0.002400 loss: 0.2078 (0.2217) loss_rec_all: 0.2332 (0.2472) loss_rec_sfr: 0.2992 (0.3492) loss_cl: -0.2789 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [16:57:43.223280] Epoch: [41] [2140/2904] eta: 0:09:37 lr: 0.002400 loss: 0.2133 (0.2217) loss_rec_all: 0.2389 (0.2472) loss_rec_sfr: 0.3163 (0.3492) loss_cl: -0.2789 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [16:57:58.146720] Epoch: [41] [2160/2904] eta: 0:09:21 lr: 0.002400 loss: 0.2148 (0.2218) loss_rec_all: 0.2404 (0.2472) loss_rec_sfr: 0.3478 (0.3493) loss_cl: -0.2793 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [16:58:13.068358] Epoch: [41] [2180/2904] eta: 0:09:06 lr: 0.002400 loss: 0.2116 (0.2218) loss_rec_all: 0.2371 (0.2473) loss_rec_sfr: 0.3070 (0.3494) loss_cl: -0.2791 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [16:58:27.983951] Epoch: [41] [2200/2904] eta: 0:08:51 lr: 0.002400 loss: 0.2105 (0.2218) loss_rec_all: 0.2364 (0.2472) loss_rec_sfr: 0.3086 (0.3492) loss_cl: -0.2780 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [16:58:42.906501] Epoch: [41] [2220/2904] eta: 0:08:36 lr: 0.002400 loss: 0.2114 (0.2218) loss_rec_all: 0.2367 (0.2472) loss_rec_sfr: 0.3028 (0.3489) loss_cl: -0.2787 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [16:58:57.831808] Epoch: [41] [2240/2904] eta: 0:08:21 lr: 0.002400 loss: 0.2088 (0.2218) loss_rec_all: 0.2343 (0.2472) loss_rec_sfr: 0.3331 (0.3490) loss_cl: -0.2792 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [16:59:12.754126] Epoch: [41] [2260/2904] eta: 0:08:06 lr: 0.002400 loss: 0.2106 (0.2217) loss_rec_all: 0.2359 (0.2471) loss_rec_sfr: 0.3035 (0.3487) loss_cl: -0.2788 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [16:59:27.676132] Epoch: [41] [2280/2904] eta: 0:07:51 lr: 0.002400 loss: 0.2094 (0.2216) loss_rec_all: 0.2348 (0.2470) loss_rec_sfr: 0.3386 (0.3485) loss_cl: -0.2787 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [16:59:42.600429] Epoch: [41] [2300/2904] eta: 0:07:35 lr: 0.002400 loss: 0.2148 (0.2217) loss_rec_all: 0.2405 (0.2471) loss_rec_sfr: 0.3660 (0.3488) loss_cl: -0.2782 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [16:59:57.524926] Epoch: [41] [2320/2904] eta: 0:07:20 lr: 0.002400 loss: 0.2093 (0.2217) loss_rec_all: 0.2350 (0.2471) loss_rec_sfr: 0.3103 (0.3486) loss_cl: -0.2797 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [17:00:12.453309] Epoch: [41] [2340/2904] eta: 0:07:05 lr: 0.002400 loss: 0.2161 (0.2217) loss_rec_all: 0.2420 (0.2471) loss_rec_sfr: 0.3210 (0.3487) loss_cl: -0.2798 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [17:00:27.377117] Epoch: [41] [2360/2904] eta: 0:06:50 lr: 0.002400 loss: 0.2103 (0.2217) loss_rec_all: 0.2359 (0.2471) loss_rec_sfr: 0.3130 (0.3486) loss_cl: -0.2797 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [17:00:42.300258] Epoch: [41] [2380/2904] eta: 0:06:35 lr: 0.002400 loss: 0.2097 (0.2217) loss_rec_all: 0.2357 (0.2471) loss_rec_sfr: 0.2981 (0.3487) loss_cl: -0.2784 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [17:00:57.223043] Epoch: [41] [2400/2904] eta: 0:06:20 lr: 0.002400 loss: 0.2101 (0.2217) loss_rec_all: 0.2360 (0.2471) loss_rec_sfr: 0.3463 (0.3487) loss_cl: -0.2779 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [17:01:12.141530] Epoch: [41] [2420/2904] eta: 0:06:05 lr: 0.002400 loss: 0.2132 (0.2217) loss_rec_all: 0.2386 (0.2471) loss_rec_sfr: 0.3232 (0.3488) loss_cl: -0.2783 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [17:01:27.061523] Epoch: [41] [2440/2904] eta: 0:05:49 lr: 0.002400 loss: 0.2108 (0.2217) loss_rec_all: 0.2366 (0.2471) loss_rec_sfr: 0.2980 (0.3486) loss_cl: -0.2786 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [17:01:41.987866] Epoch: [41] [2460/2904] eta: 0:05:34 lr: 0.002400 loss: 0.2061 (0.2216) loss_rec_all: 0.2316 (0.2470) loss_rec_sfr: 0.3162 (0.3485) loss_cl: -0.2800 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [17:01:56.910364] Epoch: [41] [2480/2904] eta: 0:05:19 lr: 0.002400 loss: 0.2085 (0.2216) loss_rec_all: 0.2341 (0.2470) loss_rec_sfr: 0.3372 (0.3484) loss_cl: -0.2786 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [17:02:11.842227] Epoch: [41] [2500/2904] eta: 0:05:04 lr: 0.002400 loss: 0.2127 (0.2216) loss_rec_all: 0.2383 (0.2470) loss_rec_sfr: 0.3067 (0.3485) loss_cl: -0.2791 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [17:02:26.773841] Epoch: [41] [2520/2904] eta: 0:04:49 lr: 0.002400 loss: 0.2068 (0.2215) loss_rec_all: 0.2325 (0.2470) loss_rec_sfr: 0.3024 (0.3483) loss_cl: -0.2787 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [17:02:41.834217] Epoch: [41] [2540/2904] eta: 0:04:34 lr: 0.002400 loss: 0.2097 (0.2215) loss_rec_all: 0.2354 (0.2469) loss_rec_sfr: 0.3371 (0.3482) loss_cl: -0.2787 (-0.2787) time: 0.7530 data: 0.0002 max mem: 29860 [17:02:56.760729] Epoch: [41] [2560/2904] eta: 0:04:19 lr: 0.002400 loss: 0.2066 (0.2215) loss_rec_all: 0.2320 (0.2469) loss_rec_sfr: 0.3428 (0.3483) loss_cl: -0.2788 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [17:03:11.685503] Epoch: [41] [2580/2904] eta: 0:04:04 lr: 0.002400 loss: 0.2115 (0.2215) loss_rec_all: 0.2368 (0.2469) loss_rec_sfr: 0.3031 (0.3481) loss_cl: -0.2789 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [17:03:26.617144] Epoch: [41] [2600/2904] eta: 0:03:49 lr: 0.002400 loss: 0.2116 (0.2215) loss_rec_all: 0.2370 (0.2469) loss_rec_sfr: 0.3134 (0.3481) loss_cl: -0.2777 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [17:03:41.544034] Epoch: [41] [2620/2904] eta: 0:03:34 lr: 0.002400 loss: 0.2098 (0.2215) loss_rec_all: 0.2354 (0.2469) loss_rec_sfr: 0.3446 (0.3481) loss_cl: -0.2796 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [17:03:56.476567] Epoch: [41] [2640/2904] eta: 0:03:18 lr: 0.002400 loss: 0.2068 (0.2214) loss_rec_all: 0.2327 (0.2469) loss_rec_sfr: 0.3368 (0.3482) loss_cl: -0.2797 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [17:04:11.402925] Epoch: [41] [2660/2904] eta: 0:03:03 lr: 0.002400 loss: 0.2122 (0.2215) loss_rec_all: 0.2376 (0.2469) loss_rec_sfr: 0.3484 (0.3483) loss_cl: -0.2783 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [17:04:26.332678] Epoch: [41] [2680/2904] eta: 0:02:48 lr: 0.002400 loss: 0.2082 (0.2214) loss_rec_all: 0.2340 (0.2469) loss_rec_sfr: 0.3051 (0.3482) loss_cl: -0.2784 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [17:04:41.253649] Epoch: [41] [2700/2904] eta: 0:02:33 lr: 0.002400 loss: 0.2064 (0.2214) loss_rec_all: 0.2316 (0.2468) loss_rec_sfr: 0.3052 (0.3481) loss_cl: -0.2792 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [17:04:56.176013] Epoch: [41] [2720/2904] eta: 0:02:18 lr: 0.002400 loss: 0.2086 (0.2213) loss_rec_all: 0.2346 (0.2468) loss_rec_sfr: 0.3455 (0.3481) loss_cl: -0.2795 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [17:05:11.103001] Epoch: [41] [2740/2904] eta: 0:02:03 lr: 0.002400 loss: 0.2100 (0.2214) loss_rec_all: 0.2354 (0.2468) loss_rec_sfr: 0.3048 (0.3480) loss_cl: -0.2780 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [17:05:26.029106] Epoch: [41] [2760/2904] eta: 0:01:48 lr: 0.002400 loss: 0.2115 (0.2213) loss_rec_all: 0.2369 (0.2468) loss_rec_sfr: 0.3022 (0.3479) loss_cl: -0.2787 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [17:05:40.959776] Epoch: [41] [2780/2904] eta: 0:01:33 lr: 0.002400 loss: 0.2076 (0.2213) loss_rec_all: 0.2334 (0.2467) loss_rec_sfr: 0.3018 (0.3478) loss_cl: -0.2795 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [17:05:55.882500] Epoch: [41] [2800/2904] eta: 0:01:18 lr: 0.002400 loss: 0.2065 (0.2213) loss_rec_all: 0.2326 (0.2467) loss_rec_sfr: 0.3167 (0.3478) loss_cl: -0.2784 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [17:06:10.801565] Epoch: [41] [2820/2904] eta: 0:01:03 lr: 0.002400 loss: 0.2064 (0.2213) loss_rec_all: 0.2323 (0.2467) loss_rec_sfr: 0.2896 (0.3477) loss_cl: -0.2787 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [17:06:25.777708] Epoch: [41] [2840/2904] eta: 0:00:48 lr: 0.002400 loss: 0.2083 (0.2213) loss_rec_all: 0.2340 (0.2467) loss_rec_sfr: 0.3018 (0.3475) loss_cl: -0.2791 (-0.2787) time: 0.7488 data: 0.0024 max mem: 29860 [17:06:40.682528] Epoch: [41] [2860/2904] eta: 0:00:33 lr: 0.002400 loss: 0.2202 (0.2213) loss_rec_all: 0.2455 (0.2468) loss_rec_sfr: 0.3136 (0.3477) loss_cl: -0.2776 (-0.2787) time: 0.7452 data: 0.0001 max mem: 29860 [17:06:55.592125] Epoch: [41] [2880/2904] eta: 0:00:18 lr: 0.002400 loss: 0.2112 (0.2214) loss_rec_all: 0.2371 (0.2468) loss_rec_sfr: 0.3011 (0.3477) loss_cl: -0.2781 (-0.2787) time: 0.7454 data: 0.0001 max mem: 29860 [17:07:10.500396] Epoch: [41] [2900/2904] eta: 0:00:03 lr: 0.002400 loss: 0.2102 (0.2214) loss_rec_all: 0.2355 (0.2468) loss_rec_sfr: 0.3149 (0.3477) loss_cl: -0.2792 (-0.2787) time: 0.7454 data: 0.0001 max mem: 29860 [17:07:12.743322] Epoch: [41] [2903/2904] eta: 0:00:00 lr: 0.002400 loss: 0.2107 (0.2214) loss_rec_all: 0.2362 (0.2468) loss_rec_sfr: 0.3362 (0.3477) loss_cl: -0.2792 (-0.2787) time: 0.7454 data: 0.0001 max mem: 29860 [17:07:14.958259] Epoch: [41] Total time: 0:36:29 (0.7538 s / it) [17:07:14.977128] Averaged stats: lr: 0.002400 loss: 0.2107 (0.2232) loss_rec_all: 0.2362 (0.2463) loss_rec_sfr: 0.3362 (0.3471) loss_cl: -0.2792 (-0.2553) [17:07:14.981782] log_dir: ./checkpoint/VF2_ViT-B [17:07:33.605840] Epoch: [42] [ 0/2904] eta: 15:01:22 lr: 0.002400 loss: 0.2056 (0.2056) loss_rec_all: 0.2312 (0.2312) loss_rec_sfr: 0.3381 (0.3381) loss_cl: -0.2795 (-0.2795) time: 18.6234 data: 8.6163 max mem: 29860 [17:07:49.982275] Epoch: [42] [ 20/2904] eta: 1:20:06 lr: 0.002400 loss: 0.2127 (0.2235) loss_rec_all: 0.2385 (0.2491) loss_rec_sfr: 0.3019 (0.3364) loss_cl: -0.2796 (-0.2795) time: 0.8188 data: 0.0324 max mem: 29860 [17:08:04.863026] Epoch: [42] [ 40/2904] eta: 0:58:04 lr: 0.002400 loss: 0.2114 (0.2252) loss_rec_all: 0.2372 (0.2507) loss_rec_sfr: 0.3184 (0.3519) loss_cl: -0.2778 (-0.2788) time: 0.7440 data: 0.0002 max mem: 29860 [17:08:19.749911] Epoch: [42] [ 60/2904] eta: 0:50:19 lr: 0.002400 loss: 0.2150 (0.2247) loss_rec_all: 0.2409 (0.2502) loss_rec_sfr: 0.3048 (0.3511) loss_cl: -0.2786 (-0.2788) time: 0.7443 data: 0.0002 max mem: 29860 [17:08:34.648271] Epoch: [42] [ 80/2904] eta: 0:46:17 lr: 0.002400 loss: 0.2086 (0.2245) loss_rec_all: 0.2339 (0.2499) loss_rec_sfr: 0.3122 (0.3522) loss_cl: -0.2782 (-0.2787) time: 0.7449 data: 0.0002 max mem: 29860 [17:08:49.559866] Epoch: [42] [ 100/2904] eta: 0:43:45 lr: 0.002400 loss: 0.2099 (0.2251) loss_rec_all: 0.2353 (0.2505) loss_rec_sfr: 0.3379 (0.3554) loss_cl: -0.2779 (-0.2786) time: 0.7455 data: 0.0002 max mem: 29860 [17:09:04.474754] Epoch: [42] [ 120/2904] eta: 0:41:59 lr: 0.002400 loss: 0.2056 (0.2233) loss_rec_all: 0.2313 (0.2487) loss_rec_sfr: 0.3169 (0.3514) loss_cl: -0.2786 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [17:09:19.389094] Epoch: [42] [ 140/2904] eta: 0:40:38 lr: 0.002400 loss: 0.2074 (0.2216) loss_rec_all: 0.2331 (0.2471) loss_rec_sfr: 0.2979 (0.3461) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [17:09:34.300467] Epoch: [42] [ 160/2904] eta: 0:39:34 lr: 0.002400 loss: 0.2053 (0.2207) loss_rec_all: 0.2313 (0.2461) loss_rec_sfr: 0.2978 (0.3433) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [17:09:49.218996] Epoch: [42] [ 180/2904] eta: 0:38:41 lr: 0.002400 loss: 0.2115 (0.2206) loss_rec_all: 0.2369 (0.2460) loss_rec_sfr: 0.3104 (0.3421) loss_cl: -0.2787 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [17:10:04.132524] Epoch: [42] [ 200/2904] eta: 0:37:55 lr: 0.002400 loss: 0.2138 (0.2212) loss_rec_all: 0.2390 (0.2467) loss_rec_sfr: 0.3099 (0.3438) loss_cl: -0.2777 (-0.2786) time: 0.7456 data: 0.0002 max mem: 29860 [17:10:19.070884] Epoch: [42] [ 220/2904] eta: 0:37:15 lr: 0.002400 loss: 0.2057 (0.2201) loss_rec_all: 0.2316 (0.2456) loss_rec_sfr: 0.2960 (0.3394) loss_cl: -0.2790 (-0.2786) time: 0.7469 data: 0.0002 max mem: 29860 [17:10:33.997084] Epoch: [42] [ 240/2904] eta: 0:36:39 lr: 0.002400 loss: 0.2092 (0.2206) loss_rec_all: 0.2350 (0.2461) loss_rec_sfr: 0.3449 (0.3420) loss_cl: -0.2791 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [17:10:48.916665] Epoch: [42] [ 260/2904] eta: 0:36:07 lr: 0.002400 loss: 0.2071 (0.2198) loss_rec_all: 0.2325 (0.2453) loss_rec_sfr: 0.3024 (0.3401) loss_cl: -0.2787 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [17:11:03.834233] Epoch: [42] [ 280/2904] eta: 0:35:36 lr: 0.002400 loss: 0.2103 (0.2198) loss_rec_all: 0.2357 (0.2453) loss_rec_sfr: 0.3469 (0.3411) loss_cl: -0.2790 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [17:11:18.757788] Epoch: [42] [ 300/2904] eta: 0:35:08 lr: 0.002400 loss: 0.2088 (0.2197) loss_rec_all: 0.2342 (0.2451) loss_rec_sfr: 0.2974 (0.3401) loss_cl: -0.2781 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [17:11:33.679513] Epoch: [42] [ 320/2904] eta: 0:34:42 lr: 0.002400 loss: 0.2086 (0.2206) loss_rec_all: 0.2340 (0.2460) loss_rec_sfr: 0.3523 (0.3438) loss_cl: -0.2781 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [17:11:48.598505] Epoch: [42] [ 340/2904] eta: 0:34:17 lr: 0.002400 loss: 0.2077 (0.2203) loss_rec_all: 0.2331 (0.2457) loss_rec_sfr: 0.3170 (0.3433) loss_cl: -0.2791 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [17:12:03.515803] Epoch: [42] [ 360/2904] eta: 0:33:53 lr: 0.002400 loss: 0.2143 (0.2212) loss_rec_all: 0.2403 (0.2467) loss_rec_sfr: 0.3310 (0.3458) loss_cl: -0.2795 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [17:12:18.449270] Epoch: [42] [ 380/2904] eta: 0:33:30 lr: 0.002400 loss: 0.2160 (0.2220) loss_rec_all: 0.2415 (0.2474) loss_rec_sfr: 0.3503 (0.3481) loss_cl: -0.2786 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [17:12:33.369650] Epoch: [42] [ 400/2904] eta: 0:33:08 lr: 0.002400 loss: 0.2081 (0.2217) loss_rec_all: 0.2337 (0.2472) loss_rec_sfr: 0.3360 (0.3478) loss_cl: -0.2785 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [17:12:48.298939] Epoch: [42] [ 420/2904] eta: 0:32:46 lr: 0.002400 loss: 0.2123 (0.2220) loss_rec_all: 0.2377 (0.2474) loss_rec_sfr: 0.3483 (0.3492) loss_cl: -0.2787 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [17:13:03.229608] Epoch: [42] [ 440/2904] eta: 0:32:25 lr: 0.002400 loss: 0.2054 (0.2217) loss_rec_all: 0.2316 (0.2471) loss_rec_sfr: 0.3009 (0.3482) loss_cl: -0.2787 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [17:13:18.154979] Epoch: [42] [ 460/2904] eta: 0:32:05 lr: 0.002400 loss: 0.2078 (0.2216) loss_rec_all: 0.2330 (0.2470) loss_rec_sfr: 0.3010 (0.3479) loss_cl: -0.2786 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [17:13:33.069714] Epoch: [42] [ 480/2904] eta: 0:31:45 lr: 0.002400 loss: 0.2073 (0.2213) loss_rec_all: 0.2326 (0.2467) loss_rec_sfr: 0.3030 (0.3473) loss_cl: -0.2779 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [17:13:47.984916] Epoch: [42] [ 500/2904] eta: 0:31:25 lr: 0.002400 loss: 0.2089 (0.2212) loss_rec_all: 0.2342 (0.2466) loss_rec_sfr: 0.3457 (0.3476) loss_cl: -0.2781 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [17:14:02.903125] Epoch: [42] [ 520/2904] eta: 0:31:06 lr: 0.002400 loss: 0.2091 (0.2208) loss_rec_all: 0.2352 (0.2463) loss_rec_sfr: 0.2967 (0.3464) loss_cl: -0.2787 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [17:14:17.822681] Epoch: [42] [ 540/2904] eta: 0:30:47 lr: 0.002400 loss: 0.2075 (0.2207) loss_rec_all: 0.2332 (0.2462) loss_rec_sfr: 0.3291 (0.3463) loss_cl: -0.2799 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [17:14:32.744008] Epoch: [42] [ 560/2904] eta: 0:30:28 lr: 0.002400 loss: 0.2124 (0.2212) loss_rec_all: 0.2381 (0.2466) loss_rec_sfr: 0.3469 (0.3477) loss_cl: -0.2780 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [17:14:47.665699] Epoch: [42] [ 580/2904] eta: 0:30:10 lr: 0.002400 loss: 0.2062 (0.2209) loss_rec_all: 0.2321 (0.2463) loss_rec_sfr: 0.3052 (0.3470) loss_cl: -0.2779 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [17:15:02.592277] Epoch: [42] [ 600/2904] eta: 0:29:52 lr: 0.002400 loss: 0.2061 (0.2209) loss_rec_all: 0.2314 (0.2464) loss_rec_sfr: 0.3262 (0.3472) loss_cl: -0.2791 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [17:15:17.514371] Epoch: [42] [ 620/2904] eta: 0:29:34 lr: 0.002400 loss: 0.2156 (0.2213) loss_rec_all: 0.2407 (0.2467) loss_rec_sfr: 0.3470 (0.3485) loss_cl: -0.2795 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [17:15:32.443779] Epoch: [42] [ 640/2904] eta: 0:29:16 lr: 0.002400 loss: 0.2130 (0.2211) loss_rec_all: 0.2384 (0.2466) loss_rec_sfr: 0.3027 (0.3478) loss_cl: -0.2790 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [17:15:47.375764] Epoch: [42] [ 660/2904] eta: 0:28:59 lr: 0.002400 loss: 0.2061 (0.2210) loss_rec_all: 0.2314 (0.2464) loss_rec_sfr: 0.3525 (0.3478) loss_cl: -0.2786 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [17:16:02.297448] Epoch: [42] [ 680/2904] eta: 0:28:42 lr: 0.002400 loss: 0.2144 (0.2211) loss_rec_all: 0.2397 (0.2465) loss_rec_sfr: 0.3116 (0.3479) loss_cl: -0.2787 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [17:16:17.220799] Epoch: [42] [ 700/2904] eta: 0:28:24 lr: 0.002400 loss: 0.2094 (0.2211) loss_rec_all: 0.2352 (0.2465) loss_rec_sfr: 0.3436 (0.3482) loss_cl: -0.2785 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [17:16:32.141330] Epoch: [42] [ 720/2904] eta: 0:28:07 lr: 0.002400 loss: 0.2049 (0.2209) loss_rec_all: 0.2303 (0.2463) loss_rec_sfr: 0.3053 (0.3478) loss_cl: -0.2785 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [17:16:47.058065] Epoch: [42] [ 740/2904] eta: 0:27:50 lr: 0.002400 loss: 0.2059 (0.2208) loss_rec_all: 0.2316 (0.2462) loss_rec_sfr: 0.3081 (0.3477) loss_cl: -0.2779 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [17:17:01.975210] Epoch: [42] [ 760/2904] eta: 0:27:33 lr: 0.002400 loss: 0.2067 (0.2206) loss_rec_all: 0.2327 (0.2460) loss_rec_sfr: 0.3070 (0.3472) loss_cl: -0.2788 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [17:17:16.894039] Epoch: [42] [ 780/2904] eta: 0:27:16 lr: 0.002400 loss: 0.2075 (0.2204) loss_rec_all: 0.2332 (0.2459) loss_rec_sfr: 0.3234 (0.3467) loss_cl: -0.2798 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [17:17:31.821696] Epoch: [42] [ 800/2904] eta: 0:27:00 lr: 0.002400 loss: 0.2084 (0.2203) loss_rec_all: 0.2339 (0.2458) loss_rec_sfr: 0.3326 (0.3466) loss_cl: -0.2793 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [17:17:46.751477] Epoch: [42] [ 820/2904] eta: 0:26:43 lr: 0.002400 loss: 0.2087 (0.2201) loss_rec_all: 0.2346 (0.2455) loss_rec_sfr: 0.3048 (0.3459) loss_cl: -0.2799 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [17:18:01.680445] Epoch: [42] [ 840/2904] eta: 0:26:27 lr: 0.002400 loss: 0.2072 (0.2200) loss_rec_all: 0.2325 (0.2454) loss_rec_sfr: 0.3302 (0.3458) loss_cl: -0.2785 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [17:18:16.609083] Epoch: [42] [ 860/2904] eta: 0:26:10 lr: 0.002400 loss: 0.2086 (0.2201) loss_rec_all: 0.2339 (0.2455) loss_rec_sfr: 0.3057 (0.3461) loss_cl: -0.2787 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [17:18:31.545075] Epoch: [42] [ 880/2904] eta: 0:25:54 lr: 0.002400 loss: 0.2160 (0.2204) loss_rec_all: 0.2417 (0.2458) loss_rec_sfr: 0.3284 (0.3468) loss_cl: -0.2784 (-0.2787) time: 0.7468 data: 0.0002 max mem: 29860 [17:18:46.472041] Epoch: [42] [ 900/2904] eta: 0:25:37 lr: 0.002400 loss: 0.2043 (0.2203) loss_rec_all: 0.2297 (0.2457) loss_rec_sfr: 0.2931 (0.3464) loss_cl: -0.2790 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [17:19:01.402752] Epoch: [42] [ 920/2904] eta: 0:25:21 lr: 0.002400 loss: 0.2125 (0.2205) loss_rec_all: 0.2377 (0.2459) loss_rec_sfr: 0.3050 (0.3466) loss_cl: -0.2787 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [17:19:16.331085] Epoch: [42] [ 940/2904] eta: 0:25:05 lr: 0.002400 loss: 0.2118 (0.2207) loss_rec_all: 0.2377 (0.2461) loss_rec_sfr: 0.3481 (0.3474) loss_cl: -0.2780 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [17:19:31.254356] Epoch: [42] [ 960/2904] eta: 0:24:49 lr: 0.002400 loss: 0.2081 (0.2206) loss_rec_all: 0.2337 (0.2460) loss_rec_sfr: 0.3001 (0.3468) loss_cl: -0.2783 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [17:19:46.179407] Epoch: [42] [ 980/2904] eta: 0:24:33 lr: 0.002400 loss: 0.2092 (0.2207) loss_rec_all: 0.2348 (0.2461) loss_rec_sfr: 0.3334 (0.3472) loss_cl: -0.2788 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [17:20:01.107195] Epoch: [42] [1000/2904] eta: 0:24:17 lr: 0.002400 loss: 0.2060 (0.2206) loss_rec_all: 0.2318 (0.2460) loss_rec_sfr: 0.3054 (0.3468) loss_cl: -0.2787 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [17:20:16.037395] Epoch: [42] [1020/2904] eta: 0:24:01 lr: 0.002400 loss: 0.2080 (0.2204) loss_rec_all: 0.2333 (0.2459) loss_rec_sfr: 0.2913 (0.3463) loss_cl: -0.2787 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [17:20:30.973242] Epoch: [42] [1040/2904] eta: 0:23:45 lr: 0.002400 loss: 0.2097 (0.2204) loss_rec_all: 0.2356 (0.2459) loss_rec_sfr: 0.3147 (0.3461) loss_cl: -0.2790 (-0.2787) time: 0.7467 data: 0.0002 max mem: 29860 [17:20:45.911007] Epoch: [42] [1060/2904] eta: 0:23:29 lr: 0.002400 loss: 0.2065 (0.2204) loss_rec_all: 0.2327 (0.2459) loss_rec_sfr: 0.2973 (0.3460) loss_cl: -0.2795 (-0.2787) time: 0.7468 data: 0.0002 max mem: 29860 [17:21:00.850891] Epoch: [42] [1080/2904] eta: 0:23:13 lr: 0.002400 loss: 0.2108 (0.2205) loss_rec_all: 0.2362 (0.2459) loss_rec_sfr: 0.3098 (0.3460) loss_cl: -0.2796 (-0.2787) time: 0.7470 data: 0.0002 max mem: 29860 [17:21:15.791824] Epoch: [42] [1100/2904] eta: 0:22:57 lr: 0.002400 loss: 0.2083 (0.2205) loss_rec_all: 0.2341 (0.2459) loss_rec_sfr: 0.3425 (0.3463) loss_cl: -0.2787 (-0.2787) time: 0.7470 data: 0.0002 max mem: 29860 [17:21:30.710650] Epoch: [42] [1120/2904] eta: 0:22:41 lr: 0.002400 loss: 0.2092 (0.2205) loss_rec_all: 0.2350 (0.2459) loss_rec_sfr: 0.3049 (0.3461) loss_cl: -0.2778 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [17:21:45.635542] Epoch: [42] [1140/2904] eta: 0:22:25 lr: 0.002400 loss: 0.2092 (0.2203) loss_rec_all: 0.2346 (0.2458) loss_rec_sfr: 0.3114 (0.3458) loss_cl: -0.2780 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [17:22:00.564803] Epoch: [42] [1160/2904] eta: 0:22:10 lr: 0.002400 loss: 0.2047 (0.2202) loss_rec_all: 0.2308 (0.2457) loss_rec_sfr: 0.3023 (0.3455) loss_cl: -0.2789 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [17:22:15.488343] Epoch: [42] [1180/2904] eta: 0:21:54 lr: 0.002400 loss: 0.2108 (0.2201) loss_rec_all: 0.2362 (0.2456) loss_rec_sfr: 0.3023 (0.3453) loss_cl: -0.2787 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [17:22:30.416655] Epoch: [42] [1200/2904] eta: 0:21:38 lr: 0.002400 loss: 0.2046 (0.2201) loss_rec_all: 0.2304 (0.2455) loss_rec_sfr: 0.3323 (0.3452) loss_cl: -0.2787 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [17:22:45.339031] Epoch: [42] [1220/2904] eta: 0:21:23 lr: 0.002400 loss: 0.2087 (0.2199) loss_rec_all: 0.2344 (0.2454) loss_rec_sfr: 0.3413 (0.3449) loss_cl: -0.2790 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [17:23:00.263092] Epoch: [42] [1240/2904] eta: 0:21:07 lr: 0.002400 loss: 0.2077 (0.2199) loss_rec_all: 0.2335 (0.2453) loss_rec_sfr: 0.3071 (0.3446) loss_cl: -0.2786 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [17:23:15.183298] Epoch: [42] [1260/2904] eta: 0:20:51 lr: 0.002400 loss: 0.2091 (0.2198) loss_rec_all: 0.2348 (0.2453) loss_rec_sfr: 0.3086 (0.3444) loss_cl: -0.2789 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [17:23:30.105028] Epoch: [42] [1280/2904] eta: 0:20:36 lr: 0.002400 loss: 0.2131 (0.2199) loss_rec_all: 0.2389 (0.2453) loss_rec_sfr: 0.3074 (0.3445) loss_cl: -0.2786 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [17:23:45.018831] Epoch: [42] [1300/2904] eta: 0:20:20 lr: 0.002400 loss: 0.2084 (0.2198) loss_rec_all: 0.2344 (0.2452) loss_rec_sfr: 0.2970 (0.3441) loss_cl: -0.2793 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [17:23:59.932302] Epoch: [42] [1320/2904] eta: 0:20:04 lr: 0.002400 loss: 0.2080 (0.2196) loss_rec_all: 0.2338 (0.2451) loss_rec_sfr: 0.3027 (0.3435) loss_cl: -0.2793 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [17:24:14.851543] Epoch: [42] [1340/2904] eta: 0:19:49 lr: 0.002400 loss: 0.2097 (0.2196) loss_rec_all: 0.2352 (0.2450) loss_rec_sfr: 0.3005 (0.3432) loss_cl: -0.2786 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [17:24:29.775747] Epoch: [42] [1360/2904] eta: 0:19:33 lr: 0.002400 loss: 0.2085 (0.2195) loss_rec_all: 0.2344 (0.2450) loss_rec_sfr: 0.2996 (0.3429) loss_cl: -0.2802 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [17:24:44.698135] Epoch: [42] [1380/2904] eta: 0:19:18 lr: 0.002400 loss: 0.2046 (0.2194) loss_rec_all: 0.2306 (0.2449) loss_rec_sfr: 0.3269 (0.3427) loss_cl: -0.2796 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [17:24:59.615550] Epoch: [42] [1400/2904] eta: 0:19:02 lr: 0.002400 loss: 0.2113 (0.2194) loss_rec_all: 0.2372 (0.2449) loss_rec_sfr: 0.3111 (0.3428) loss_cl: -0.2772 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [17:25:14.535876] Epoch: [42] [1420/2904] eta: 0:18:47 lr: 0.002400 loss: 0.2059 (0.2193) loss_rec_all: 0.2316 (0.2448) loss_rec_sfr: 0.3266 (0.3427) loss_cl: -0.2799 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [17:25:29.605624] Epoch: [42] [1440/2904] eta: 0:18:32 lr: 0.002400 loss: 0.2130 (0.2194) loss_rec_all: 0.2385 (0.2449) loss_rec_sfr: 0.3243 (0.3429) loss_cl: -0.2800 (-0.2787) time: 0.7534 data: 0.0002 max mem: 29860 [17:25:44.529215] Epoch: [42] [1460/2904] eta: 0:18:16 lr: 0.002400 loss: 0.2133 (0.2196) loss_rec_all: 0.2391 (0.2450) loss_rec_sfr: 0.3463 (0.3433) loss_cl: -0.2768 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [17:25:59.449147] Epoch: [42] [1480/2904] eta: 0:18:01 lr: 0.002400 loss: 0.2127 (0.2196) loss_rec_all: 0.2384 (0.2451) loss_rec_sfr: 0.3064 (0.3434) loss_cl: -0.2792 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [17:26:14.370210] Epoch: [42] [1500/2904] eta: 0:17:45 lr: 0.002400 loss: 0.2108 (0.2197) loss_rec_all: 0.2368 (0.2452) loss_rec_sfr: 0.2993 (0.3436) loss_cl: -0.2789 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [17:26:29.286549] Epoch: [42] [1520/2904] eta: 0:17:30 lr: 0.002400 loss: 0.2047 (0.2197) loss_rec_all: 0.2305 (0.2451) loss_rec_sfr: 0.3009 (0.3435) loss_cl: -0.2786 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [17:26:44.206567] Epoch: [42] [1540/2904] eta: 0:17:14 lr: 0.002400 loss: 0.2134 (0.2196) loss_rec_all: 0.2388 (0.2451) loss_rec_sfr: 0.3126 (0.3434) loss_cl: -0.2786 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [17:26:59.128349] Epoch: [42] [1560/2904] eta: 0:16:59 lr: 0.002400 loss: 0.2089 (0.2197) loss_rec_all: 0.2347 (0.2451) loss_rec_sfr: 0.2961 (0.3434) loss_cl: -0.2786 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [17:27:14.052930] Epoch: [42] [1580/2904] eta: 0:16:44 lr: 0.002400 loss: 0.2090 (0.2196) loss_rec_all: 0.2350 (0.2451) loss_rec_sfr: 0.2974 (0.3432) loss_cl: -0.2796 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [17:27:28.974938] Epoch: [42] [1600/2904] eta: 0:16:28 lr: 0.002400 loss: 0.2128 (0.2196) loss_rec_all: 0.2383 (0.2451) loss_rec_sfr: 0.3238 (0.3432) loss_cl: -0.2791 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [17:27:43.898018] Epoch: [42] [1620/2904] eta: 0:16:13 lr: 0.002400 loss: 0.2067 (0.2196) loss_rec_all: 0.2326 (0.2450) loss_rec_sfr: 0.3015 (0.3430) loss_cl: -0.2794 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [17:27:58.824450] Epoch: [42] [1640/2904] eta: 0:15:58 lr: 0.002400 loss: 0.2095 (0.2195) loss_rec_all: 0.2351 (0.2450) loss_rec_sfr: 0.3449 (0.3430) loss_cl: -0.2782 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [17:28:13.761114] Epoch: [42] [1660/2904] eta: 0:15:42 lr: 0.002400 loss: 0.2120 (0.2195) loss_rec_all: 0.2378 (0.2449) loss_rec_sfr: 0.3045 (0.3428) loss_cl: -0.2787 (-0.2787) time: 0.7468 data: 0.0002 max mem: 29860 [17:28:28.681944] Epoch: [42] [1680/2904] eta: 0:15:27 lr: 0.002400 loss: 0.2092 (0.2196) loss_rec_all: 0.2347 (0.2451) loss_rec_sfr: 0.3290 (0.3432) loss_cl: -0.2787 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [17:28:43.607176] Epoch: [42] [1700/2904] eta: 0:15:12 lr: 0.002400 loss: 0.2148 (0.2197) loss_rec_all: 0.2408 (0.2452) loss_rec_sfr: 0.3432 (0.3436) loss_cl: -0.2791 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [17:28:58.535356] Epoch: [42] [1720/2904] eta: 0:14:56 lr: 0.002400 loss: 0.2091 (0.2198) loss_rec_all: 0.2344 (0.2452) loss_rec_sfr: 0.2918 (0.3435) loss_cl: -0.2787 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [17:29:13.462947] Epoch: [42] [1740/2904] eta: 0:14:41 lr: 0.002400 loss: 0.2047 (0.2198) loss_rec_all: 0.2304 (0.2453) loss_rec_sfr: 0.3367 (0.3437) loss_cl: -0.2785 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [17:29:28.386681] Epoch: [42] [1760/2904] eta: 0:14:26 lr: 0.002400 loss: 0.2086 (0.2197) loss_rec_all: 0.2341 (0.2452) loss_rec_sfr: 0.3121 (0.3435) loss_cl: -0.2786 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [17:29:43.315972] Epoch: [42] [1780/2904] eta: 0:14:10 lr: 0.002400 loss: 0.2083 (0.2197) loss_rec_all: 0.2343 (0.2452) loss_rec_sfr: 0.3403 (0.3434) loss_cl: -0.2787 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [17:29:58.240595] Epoch: [42] [1800/2904] eta: 0:13:55 lr: 0.002400 loss: 0.2069 (0.2196) loss_rec_all: 0.2323 (0.2451) loss_rec_sfr: 0.2963 (0.3433) loss_cl: -0.2792 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [17:30:13.171900] Epoch: [42] [1820/2904] eta: 0:13:40 lr: 0.002400 loss: 0.2110 (0.2196) loss_rec_all: 0.2364 (0.2450) loss_rec_sfr: 0.3081 (0.3431) loss_cl: -0.2788 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [17:30:28.094181] Epoch: [42] [1840/2904] eta: 0:13:25 lr: 0.002400 loss: 0.2115 (0.2196) loss_rec_all: 0.2374 (0.2451) loss_rec_sfr: 0.2952 (0.3431) loss_cl: -0.2788 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [17:30:43.017896] Epoch: [42] [1860/2904] eta: 0:13:09 lr: 0.002400 loss: 0.2100 (0.2197) loss_rec_all: 0.2355 (0.2451) loss_rec_sfr: 0.3532 (0.3434) loss_cl: -0.2797 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [17:30:57.943348] Epoch: [42] [1880/2904] eta: 0:12:54 lr: 0.002400 loss: 0.2086 (0.2197) loss_rec_all: 0.2338 (0.2452) loss_rec_sfr: 0.3058 (0.3435) loss_cl: -0.2784 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [17:31:12.871277] Epoch: [42] [1900/2904] eta: 0:12:39 lr: 0.002400 loss: 0.2095 (0.2198) loss_rec_all: 0.2349 (0.2453) loss_rec_sfr: 0.3134 (0.3436) loss_cl: -0.2778 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [17:31:27.794190] Epoch: [42] [1920/2904] eta: 0:12:24 lr: 0.002400 loss: 0.2076 (0.2197) loss_rec_all: 0.2331 (0.2452) loss_rec_sfr: 0.3188 (0.3436) loss_cl: -0.2786 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [17:31:42.714088] Epoch: [42] [1940/2904] eta: 0:12:08 lr: 0.002400 loss: 0.2068 (0.2197) loss_rec_all: 0.2327 (0.2452) loss_rec_sfr: 0.3071 (0.3435) loss_cl: -0.2792 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [17:31:57.633369] Epoch: [42] [1960/2904] eta: 0:11:53 lr: 0.002400 loss: 0.2099 (0.2197) loss_rec_all: 0.2357 (0.2452) loss_rec_sfr: 0.3307 (0.3437) loss_cl: -0.2789 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [17:32:12.555740] Epoch: [42] [1980/2904] eta: 0:11:38 lr: 0.002400 loss: 0.2089 (0.2197) loss_rec_all: 0.2349 (0.2452) loss_rec_sfr: 0.3262 (0.3437) loss_cl: -0.2787 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [17:32:27.476723] Epoch: [42] [2000/2904] eta: 0:11:23 lr: 0.002400 loss: 0.2094 (0.2197) loss_rec_all: 0.2349 (0.2452) loss_rec_sfr: 0.3123 (0.3437) loss_cl: -0.2781 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [17:32:42.404528] Epoch: [42] [2020/2904] eta: 0:11:08 lr: 0.002400 loss: 0.2076 (0.2198) loss_rec_all: 0.2333 (0.2452) loss_rec_sfr: 0.3173 (0.3438) loss_cl: -0.2787 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [17:32:57.342464] Epoch: [42] [2040/2904] eta: 0:10:52 lr: 0.002400 loss: 0.2065 (0.2198) loss_rec_all: 0.2323 (0.2453) loss_rec_sfr: 0.3199 (0.3440) loss_cl: -0.2788 (-0.2787) time: 0.7469 data: 0.0002 max mem: 29860 [17:33:12.269437] Epoch: [42] [2060/2904] eta: 0:10:37 lr: 0.002400 loss: 0.2054 (0.2198) loss_rec_all: 0.2313 (0.2452) loss_rec_sfr: 0.3070 (0.3439) loss_cl: -0.2792 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [17:33:27.196184] Epoch: [42] [2080/2904] eta: 0:10:22 lr: 0.002400 loss: 0.2064 (0.2197) loss_rec_all: 0.2322 (0.2451) loss_rec_sfr: 0.2951 (0.3436) loss_cl: -0.2784 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [17:33:42.123282] Epoch: [42] [2100/2904] eta: 0:10:07 lr: 0.002400 loss: 0.2079 (0.2196) loss_rec_all: 0.2339 (0.2451) loss_rec_sfr: 0.3242 (0.3435) loss_cl: -0.2788 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [17:33:57.040427] Epoch: [42] [2120/2904] eta: 0:09:52 lr: 0.002400 loss: 0.2080 (0.2196) loss_rec_all: 0.2337 (0.2450) loss_rec_sfr: 0.3028 (0.3434) loss_cl: -0.2793 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [17:34:11.959909] Epoch: [42] [2140/2904] eta: 0:09:36 lr: 0.002400 loss: 0.2092 (0.2196) loss_rec_all: 0.2351 (0.2451) loss_rec_sfr: 0.3372 (0.3435) loss_cl: -0.2791 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [17:34:26.885153] Epoch: [42] [2160/2904] eta: 0:09:21 lr: 0.002400 loss: 0.2095 (0.2196) loss_rec_all: 0.2351 (0.2451) loss_rec_sfr: 0.3032 (0.3435) loss_cl: -0.2789 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [17:34:41.811434] Epoch: [42] [2180/2904] eta: 0:09:06 lr: 0.002400 loss: 0.2109 (0.2197) loss_rec_all: 0.2363 (0.2451) loss_rec_sfr: 0.3089 (0.3436) loss_cl: -0.2792 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [17:34:56.736416] Epoch: [42] [2200/2904] eta: 0:08:51 lr: 0.002400 loss: 0.2088 (0.2197) loss_rec_all: 0.2341 (0.2452) loss_rec_sfr: 0.3555 (0.3439) loss_cl: -0.2791 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [17:35:11.658056] Epoch: [42] [2220/2904] eta: 0:08:36 lr: 0.002400 loss: 0.2113 (0.2197) loss_rec_all: 0.2366 (0.2452) loss_rec_sfr: 0.3076 (0.3438) loss_cl: -0.2783 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [17:35:26.586675] Epoch: [42] [2240/2904] eta: 0:08:21 lr: 0.002400 loss: 0.2095 (0.2197) loss_rec_all: 0.2349 (0.2452) loss_rec_sfr: 0.2962 (0.3437) loss_cl: -0.2783 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [17:35:41.512510] Epoch: [42] [2260/2904] eta: 0:08:06 lr: 0.002400 loss: 0.2060 (0.2196) loss_rec_all: 0.2315 (0.2451) loss_rec_sfr: 0.3077 (0.3436) loss_cl: -0.2786 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [17:35:56.432418] Epoch: [42] [2280/2904] eta: 0:07:50 lr: 0.002400 loss: 0.2156 (0.2197) loss_rec_all: 0.2417 (0.2452) loss_rec_sfr: 0.3050 (0.3436) loss_cl: -0.2792 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [17:36:11.354036] Epoch: [42] [2300/2904] eta: 0:07:35 lr: 0.002400 loss: 0.2084 (0.2196) loss_rec_all: 0.2339 (0.2451) loss_rec_sfr: 0.3072 (0.3435) loss_cl: -0.2789 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [17:36:26.275969] Epoch: [42] [2320/2904] eta: 0:07:20 lr: 0.002400 loss: 0.2097 (0.2196) loss_rec_all: 0.2354 (0.2451) loss_rec_sfr: 0.3211 (0.3434) loss_cl: -0.2771 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [17:36:41.210738] Epoch: [42] [2340/2904] eta: 0:07:05 lr: 0.002400 loss: 0.2127 (0.2196) loss_rec_all: 0.2382 (0.2451) loss_rec_sfr: 0.3024 (0.3434) loss_cl: -0.2779 (-0.2787) time: 0.7467 data: 0.0002 max mem: 29860 [17:36:56.144910] Epoch: [42] [2360/2904] eta: 0:06:50 lr: 0.002400 loss: 0.2092 (0.2196) loss_rec_all: 0.2348 (0.2451) loss_rec_sfr: 0.3001 (0.3434) loss_cl: -0.2793 (-0.2787) time: 0.7467 data: 0.0002 max mem: 29860 [17:37:11.075458] Epoch: [42] [2380/2904] eta: 0:06:35 lr: 0.002400 loss: 0.2063 (0.2196) loss_rec_all: 0.2318 (0.2451) loss_rec_sfr: 0.2885 (0.3432) loss_cl: -0.2790 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [17:37:26.005216] Epoch: [42] [2400/2904] eta: 0:06:20 lr: 0.002400 loss: 0.2086 (0.2196) loss_rec_all: 0.2338 (0.2450) loss_rec_sfr: 0.3442 (0.3433) loss_cl: -0.2782 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [17:37:40.940890] Epoch: [42] [2420/2904] eta: 0:06:05 lr: 0.002400 loss: 0.2101 (0.2196) loss_rec_all: 0.2360 (0.2451) loss_rec_sfr: 0.3118 (0.3433) loss_cl: -0.2786 (-0.2787) time: 0.7467 data: 0.0002 max mem: 29860 [17:37:55.870385] Epoch: [42] [2440/2904] eta: 0:05:49 lr: 0.002400 loss: 0.2062 (0.2196) loss_rec_all: 0.2321 (0.2450) loss_rec_sfr: 0.3070 (0.3432) loss_cl: -0.2790 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [17:38:10.800695] Epoch: [42] [2460/2904] eta: 0:05:34 lr: 0.002400 loss: 0.2102 (0.2195) loss_rec_all: 0.2352 (0.2450) loss_rec_sfr: 0.3506 (0.3433) loss_cl: -0.2786 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [17:38:25.729717] Epoch: [42] [2480/2904] eta: 0:05:19 lr: 0.002400 loss: 0.2084 (0.2195) loss_rec_all: 0.2339 (0.2450) loss_rec_sfr: 0.2981 (0.3432) loss_cl: -0.2792 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [17:38:40.658795] Epoch: [42] [2500/2904] eta: 0:05:04 lr: 0.002400 loss: 0.2104 (0.2196) loss_rec_all: 0.2357 (0.2450) loss_rec_sfr: 0.3385 (0.3434) loss_cl: -0.2786 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [17:38:55.589261] Epoch: [42] [2520/2904] eta: 0:04:49 lr: 0.002400 loss: 0.2060 (0.2195) loss_rec_all: 0.2318 (0.2450) loss_rec_sfr: 0.3372 (0.3433) loss_cl: -0.2789 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [17:39:10.515975] Epoch: [42] [2540/2904] eta: 0:04:34 lr: 0.002400 loss: 0.2064 (0.2195) loss_rec_all: 0.2323 (0.2450) loss_rec_sfr: 0.3045 (0.3433) loss_cl: -0.2788 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [17:39:25.444430] Epoch: [42] [2560/2904] eta: 0:04:19 lr: 0.002400 loss: 0.2105 (0.2194) loss_rec_all: 0.2362 (0.2449) loss_rec_sfr: 0.3115 (0.3431) loss_cl: -0.2789 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [17:39:40.371858] Epoch: [42] [2580/2904] eta: 0:04:04 lr: 0.002400 loss: 0.2067 (0.2195) loss_rec_all: 0.2325 (0.2449) loss_rec_sfr: 0.3424 (0.3432) loss_cl: -0.2793 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [17:39:55.298508] Epoch: [42] [2600/2904] eta: 0:03:49 lr: 0.002400 loss: 0.2056 (0.2194) loss_rec_all: 0.2315 (0.2449) loss_rec_sfr: 0.2934 (0.3431) loss_cl: -0.2787 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [17:40:10.232458] Epoch: [42] [2620/2904] eta: 0:03:34 lr: 0.002400 loss: 0.2098 (0.2194) loss_rec_all: 0.2351 (0.2449) loss_rec_sfr: 0.3393 (0.3431) loss_cl: -0.2791 (-0.2787) time: 0.7467 data: 0.0002 max mem: 29860 [17:40:25.164470] Epoch: [42] [2640/2904] eta: 0:03:18 lr: 0.002400 loss: 0.2054 (0.2193) loss_rec_all: 0.2314 (0.2448) loss_rec_sfr: 0.2984 (0.3429) loss_cl: -0.2778 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [17:40:40.092304] Epoch: [42] [2660/2904] eta: 0:03:03 lr: 0.002400 loss: 0.2090 (0.2193) loss_rec_all: 0.2343 (0.2448) loss_rec_sfr: 0.3074 (0.3428) loss_cl: -0.2785 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [17:40:55.015043] Epoch: [42] [2680/2904] eta: 0:02:48 lr: 0.002400 loss: 0.2049 (0.2193) loss_rec_all: 0.2311 (0.2448) loss_rec_sfr: 0.2956 (0.3427) loss_cl: -0.2795 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [17:41:09.942717] Epoch: [42] [2700/2904] eta: 0:02:33 lr: 0.002400 loss: 0.2117 (0.2193) loss_rec_all: 0.2373 (0.2448) loss_rec_sfr: 0.3418 (0.3428) loss_cl: -0.2788 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [17:41:24.867975] Epoch: [42] [2720/2904] eta: 0:02:18 lr: 0.002400 loss: 0.2077 (0.2193) loss_rec_all: 0.2338 (0.2447) loss_rec_sfr: 0.3019 (0.3427) loss_cl: -0.2781 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [17:41:39.788445] Epoch: [42] [2740/2904] eta: 0:02:03 lr: 0.002400 loss: 0.2092 (0.2193) loss_rec_all: 0.2346 (0.2447) loss_rec_sfr: 0.3010 (0.3427) loss_cl: -0.2781 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [17:41:54.708348] Epoch: [42] [2760/2904] eta: 0:01:48 lr: 0.002400 loss: 0.2061 (0.2193) loss_rec_all: 0.2319 (0.2447) loss_rec_sfr: 0.3301 (0.3428) loss_cl: -0.2788 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [17:42:09.638057] Epoch: [42] [2780/2904] eta: 0:01:33 lr: 0.002400 loss: 0.2088 (0.2192) loss_rec_all: 0.2343 (0.2447) loss_rec_sfr: 0.3050 (0.3427) loss_cl: -0.2794 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [17:42:24.566542] Epoch: [42] [2800/2904] eta: 0:01:18 lr: 0.002400 loss: 0.2110 (0.2193) loss_rec_all: 0.2371 (0.2447) loss_rec_sfr: 0.3264 (0.3427) loss_cl: -0.2790 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [17:42:39.495530] Epoch: [42] [2820/2904] eta: 0:01:03 lr: 0.002400 loss: 0.2075 (0.2192) loss_rec_all: 0.2328 (0.2447) loss_rec_sfr: 0.3369 (0.3427) loss_cl: -0.2786 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [17:42:54.455307] Epoch: [42] [2840/2904] eta: 0:00:48 lr: 0.002400 loss: 0.2085 (0.2193) loss_rec_all: 0.2341 (0.2448) loss_rec_sfr: 0.3245 (0.3429) loss_cl: -0.2789 (-0.2787) time: 0.7480 data: 0.0023 max mem: 29860 [17:43:09.362405] Epoch: [42] [2860/2904] eta: 0:00:33 lr: 0.002400 loss: 0.2099 (0.2193) loss_rec_all: 0.2356 (0.2448) loss_rec_sfr: 0.3039 (0.3429) loss_cl: -0.2788 (-0.2787) time: 0.7453 data: 0.0001 max mem: 29860 [17:43:24.275928] Epoch: [42] [2880/2904] eta: 0:00:18 lr: 0.002400 loss: 0.2068 (0.2193) loss_rec_all: 0.2329 (0.2447) loss_rec_sfr: 0.3004 (0.3427) loss_cl: -0.2778 (-0.2787) time: 0.7456 data: 0.0001 max mem: 29860 [17:43:39.186610] Epoch: [42] [2900/2904] eta: 0:00:03 lr: 0.002400 loss: 0.2050 (0.2192) loss_rec_all: 0.2307 (0.2447) loss_rec_sfr: 0.2995 (0.3425) loss_cl: -0.2781 (-0.2787) time: 0.7455 data: 0.0001 max mem: 29860 [17:43:41.431579] Epoch: [42] [2903/2904] eta: 0:00:00 lr: 0.002400 loss: 0.2051 (0.2193) loss_rec_all: 0.2308 (0.2447) loss_rec_sfr: 0.3002 (0.3426) loss_cl: -0.2783 (-0.2787) time: 0.7456 data: 0.0001 max mem: 29860 [17:43:43.576146] Epoch: [42] Total time: 0:36:28 (0.7536 s / it) [17:43:43.577271] Averaged stats: lr: 0.002400 loss: 0.2051 (0.2217) loss_rec_all: 0.2308 (0.2448) loss_rec_sfr: 0.3002 (0.3434) loss_cl: -0.2783 (-0.2553) [17:43:43.582035] log_dir: ./checkpoint/VF2_ViT-B [17:44:02.413110] Epoch: [43] [ 0/2904] eta: 15:11:22 lr: 0.002400 loss: 0.2054 (0.2054) loss_rec_all: 0.2314 (0.2314) loss_rec_sfr: 0.2569 (0.2569) loss_cl: -0.2783 (-0.2783) time: 18.8301 data: 12.8079 max mem: 29860 [17:44:17.658857] Epoch: [43] [ 20/2904] eta: 1:17:59 lr: 0.002400 loss: 0.2116 (0.2170) loss_rec_all: 0.2374 (0.2425) loss_rec_sfr: 0.3082 (0.3320) loss_cl: -0.2782 (-0.2784) time: 0.7622 data: 0.0184 max mem: 29860 [17:44:32.546333] Epoch: [43] [ 40/2904] eta: 0:57:00 lr: 0.002400 loss: 0.2063 (0.2177) loss_rec_all: 0.2316 (0.2432) loss_rec_sfr: 0.3119 (0.3371) loss_cl: -0.2791 (-0.2787) time: 0.7443 data: 0.0002 max mem: 29860 [17:44:47.434999] Epoch: [43] [ 60/2904] eta: 0:49:36 lr: 0.002400 loss: 0.2129 (0.2189) loss_rec_all: 0.2381 (0.2444) loss_rec_sfr: 0.3042 (0.3384) loss_cl: -0.2791 (-0.2788) time: 0.7444 data: 0.0002 max mem: 29860 [17:45:02.328173] Epoch: [43] [ 80/2904] eta: 0:45:45 lr: 0.002400 loss: 0.2148 (0.2204) loss_rec_all: 0.2406 (0.2459) loss_rec_sfr: 0.3082 (0.3422) loss_cl: -0.2783 (-0.2787) time: 0.7446 data: 0.0002 max mem: 29860 [17:45:17.235029] Epoch: [43] [ 100/2904] eta: 0:43:19 lr: 0.002400 loss: 0.2070 (0.2204) loss_rec_all: 0.2332 (0.2459) loss_rec_sfr: 0.3065 (0.3426) loss_cl: -0.2792 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [17:45:32.146495] Epoch: [43] [ 120/2904] eta: 0:41:37 lr: 0.002400 loss: 0.2072 (0.2206) loss_rec_all: 0.2326 (0.2460) loss_rec_sfr: 0.3359 (0.3445) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [17:45:47.055201] Epoch: [43] [ 140/2904] eta: 0:40:20 lr: 0.002400 loss: 0.2086 (0.2198) loss_rec_all: 0.2342 (0.2453) loss_rec_sfr: 0.3023 (0.3431) loss_cl: -0.2787 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [17:46:01.966926] Epoch: [43] [ 160/2904] eta: 0:39:18 lr: 0.002400 loss: 0.2115 (0.2203) loss_rec_all: 0.2373 (0.2457) loss_rec_sfr: 0.3210 (0.3449) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [17:46:16.904111] Epoch: [43] [ 180/2904] eta: 0:38:27 lr: 0.002400 loss: 0.2079 (0.2197) loss_rec_all: 0.2334 (0.2452) loss_rec_sfr: 0.3430 (0.3450) loss_cl: -0.2781 (-0.2787) time: 0.7468 data: 0.0002 max mem: 29860 [17:46:31.812874] Epoch: [43] [ 200/2904] eta: 0:37:43 lr: 0.002400 loss: 0.2108 (0.2192) loss_rec_all: 0.2365 (0.2447) loss_rec_sfr: 0.3076 (0.3429) loss_cl: -0.2783 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [17:46:46.731835] Epoch: [43] [ 220/2904] eta: 0:37:04 lr: 0.002400 loss: 0.2100 (0.2189) loss_rec_all: 0.2355 (0.2444) loss_rec_sfr: 0.3150 (0.3421) loss_cl: -0.2788 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [17:47:01.650532] Epoch: [43] [ 240/2904] eta: 0:36:29 lr: 0.002400 loss: 0.2072 (0.2186) loss_rec_all: 0.2325 (0.2441) loss_rec_sfr: 0.3301 (0.3418) loss_cl: -0.2791 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [17:47:16.563931] Epoch: [43] [ 260/2904] eta: 0:35:57 lr: 0.002400 loss: 0.2109 (0.2189) loss_rec_all: 0.2364 (0.2444) loss_rec_sfr: 0.3486 (0.3434) loss_cl: -0.2785 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [17:47:31.486396] Epoch: [43] [ 280/2904] eta: 0:35:28 lr: 0.002400 loss: 0.2084 (0.2184) loss_rec_all: 0.2342 (0.2439) loss_rec_sfr: 0.3331 (0.3427) loss_cl: -0.2785 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [17:47:46.399651] Epoch: [43] [ 300/2904] eta: 0:35:00 lr: 0.002400 loss: 0.2107 (0.2186) loss_rec_all: 0.2361 (0.2441) loss_rec_sfr: 0.3433 (0.3436) loss_cl: -0.2783 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [17:48:01.311571] Epoch: [43] [ 320/2904] eta: 0:34:34 lr: 0.002400 loss: 0.2086 (0.2184) loss_rec_all: 0.2340 (0.2438) loss_rec_sfr: 0.3432 (0.3436) loss_cl: -0.2792 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [17:48:16.223353] Epoch: [43] [ 340/2904] eta: 0:34:09 lr: 0.002400 loss: 0.2124 (0.2192) loss_rec_all: 0.2379 (0.2446) loss_rec_sfr: 0.3551 (0.3461) loss_cl: -0.2801 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [17:48:31.140420] Epoch: [43] [ 360/2904] eta: 0:33:46 lr: 0.002400 loss: 0.2133 (0.2193) loss_rec_all: 0.2391 (0.2447) loss_rec_sfr: 0.3344 (0.3462) loss_cl: -0.2781 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [17:48:46.051134] Epoch: [43] [ 380/2904] eta: 0:33:23 lr: 0.002400 loss: 0.2119 (0.2194) loss_rec_all: 0.2373 (0.2449) loss_rec_sfr: 0.3451 (0.3468) loss_cl: -0.2780 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [17:49:00.966447] Epoch: [43] [ 400/2904] eta: 0:33:01 lr: 0.002400 loss: 0.2059 (0.2193) loss_rec_all: 0.2319 (0.2447) loss_rec_sfr: 0.3068 (0.3460) loss_cl: -0.2785 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [17:49:15.882926] Epoch: [43] [ 420/2904] eta: 0:32:40 lr: 0.002400 loss: 0.2100 (0.2196) loss_rec_all: 0.2355 (0.2451) loss_rec_sfr: 0.3333 (0.3473) loss_cl: -0.2788 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [17:49:30.796692] Epoch: [43] [ 440/2904] eta: 0:32:19 lr: 0.002400 loss: 0.2079 (0.2192) loss_rec_all: 0.2335 (0.2447) loss_rec_sfr: 0.3034 (0.3458) loss_cl: -0.2793 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [17:49:45.711562] Epoch: [43] [ 460/2904] eta: 0:31:59 lr: 0.002400 loss: 0.2093 (0.2192) loss_rec_all: 0.2347 (0.2447) loss_rec_sfr: 0.3425 (0.3460) loss_cl: -0.2784 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [17:50:00.626515] Epoch: [43] [ 480/2904] eta: 0:31:40 lr: 0.002400 loss: 0.2103 (0.2189) loss_rec_all: 0.2357 (0.2443) loss_rec_sfr: 0.3036 (0.3449) loss_cl: -0.2793 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [17:50:15.544441] Epoch: [43] [ 500/2904] eta: 0:31:20 lr: 0.002400 loss: 0.2106 (0.2191) loss_rec_all: 0.2365 (0.2445) loss_rec_sfr: 0.3109 (0.3454) loss_cl: -0.2791 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [17:50:30.459434] Epoch: [43] [ 520/2904] eta: 0:31:01 lr: 0.002400 loss: 0.2063 (0.2189) loss_rec_all: 0.2320 (0.2444) loss_rec_sfr: 0.3084 (0.3451) loss_cl: -0.2786 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [17:50:45.376320] Epoch: [43] [ 540/2904] eta: 0:30:43 lr: 0.002400 loss: 0.2103 (0.2190) loss_rec_all: 0.2357 (0.2444) loss_rec_sfr: 0.3371 (0.3452) loss_cl: -0.2787 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [17:51:00.289218] Epoch: [43] [ 560/2904] eta: 0:30:24 lr: 0.002400 loss: 0.2066 (0.2188) loss_rec_all: 0.2322 (0.2442) loss_rec_sfr: 0.3067 (0.3447) loss_cl: -0.2789 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [17:51:15.198627] Epoch: [43] [ 580/2904] eta: 0:30:06 lr: 0.002400 loss: 0.2093 (0.2186) loss_rec_all: 0.2348 (0.2441) loss_rec_sfr: 0.3062 (0.3444) loss_cl: -0.2789 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [17:51:30.109698] Epoch: [43] [ 600/2904] eta: 0:29:48 lr: 0.002400 loss: 0.2142 (0.2189) loss_rec_all: 0.2400 (0.2443) loss_rec_sfr: 0.3407 (0.3449) loss_cl: -0.2784 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [17:51:45.022817] Epoch: [43] [ 620/2904] eta: 0:29:30 lr: 0.002400 loss: 0.2107 (0.2190) loss_rec_all: 0.2362 (0.2444) loss_rec_sfr: 0.3072 (0.3451) loss_cl: -0.2790 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [17:51:59.928532] Epoch: [43] [ 640/2904] eta: 0:29:12 lr: 0.002400 loss: 0.2069 (0.2190) loss_rec_all: 0.2327 (0.2444) loss_rec_sfr: 0.3205 (0.3451) loss_cl: -0.2790 (-0.2787) time: 0.7452 data: 0.0002 max mem: 29860 [17:52:14.841895] Epoch: [43] [ 660/2904] eta: 0:28:55 lr: 0.002400 loss: 0.2078 (0.2189) loss_rec_all: 0.2336 (0.2444) loss_rec_sfr: 0.3015 (0.3449) loss_cl: -0.2776 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [17:52:29.760337] Epoch: [43] [ 680/2904] eta: 0:28:38 lr: 0.002400 loss: 0.2055 (0.2187) loss_rec_all: 0.2309 (0.2441) loss_rec_sfr: 0.3014 (0.3442) loss_cl: -0.2787 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [17:52:44.672324] Epoch: [43] [ 700/2904] eta: 0:28:21 lr: 0.002400 loss: 0.2068 (0.2187) loss_rec_all: 0.2324 (0.2442) loss_rec_sfr: 0.3011 (0.3443) loss_cl: -0.2800 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [17:52:59.583672] Epoch: [43] [ 720/2904] eta: 0:28:04 lr: 0.002400 loss: 0.2047 (0.2185) loss_rec_all: 0.2307 (0.2440) loss_rec_sfr: 0.3146 (0.3438) loss_cl: -0.2792 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [17:53:14.495794] Epoch: [43] [ 740/2904] eta: 0:27:47 lr: 0.002400 loss: 0.2099 (0.2186) loss_rec_all: 0.2360 (0.2441) loss_rec_sfr: 0.3053 (0.3438) loss_cl: -0.2784 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [17:53:29.411934] Epoch: [43] [ 760/2904] eta: 0:27:30 lr: 0.002400 loss: 0.2131 (0.2190) loss_rec_all: 0.2384 (0.2445) loss_rec_sfr: 0.3445 (0.3445) loss_cl: -0.2780 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [17:53:44.332100] Epoch: [43] [ 780/2904] eta: 0:27:13 lr: 0.002400 loss: 0.2050 (0.2189) loss_rec_all: 0.2307 (0.2444) loss_rec_sfr: 0.2999 (0.3442) loss_cl: -0.2784 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [17:53:59.249083] Epoch: [43] [ 800/2904] eta: 0:26:57 lr: 0.002400 loss: 0.2096 (0.2189) loss_rec_all: 0.2354 (0.2444) loss_rec_sfr: 0.3329 (0.3443) loss_cl: -0.2790 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [17:54:14.170649] Epoch: [43] [ 820/2904] eta: 0:26:40 lr: 0.002400 loss: 0.2012 (0.2188) loss_rec_all: 0.2267 (0.2442) loss_rec_sfr: 0.3224 (0.3441) loss_cl: -0.2789 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [17:54:29.086881] Epoch: [43] [ 840/2904] eta: 0:26:24 lr: 0.002400 loss: 0.2091 (0.2188) loss_rec_all: 0.2344 (0.2443) loss_rec_sfr: 0.3430 (0.3445) loss_cl: -0.2783 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [17:54:44.003097] Epoch: [43] [ 860/2904] eta: 0:26:07 lr: 0.002400 loss: 0.2103 (0.2189) loss_rec_all: 0.2362 (0.2443) loss_rec_sfr: 0.3040 (0.3445) loss_cl: -0.2787 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [17:54:58.921472] Epoch: [43] [ 880/2904] eta: 0:25:51 lr: 0.002400 loss: 0.2091 (0.2189) loss_rec_all: 0.2345 (0.2443) loss_rec_sfr: 0.3245 (0.3446) loss_cl: -0.2788 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [17:55:13.835566] Epoch: [43] [ 900/2904] eta: 0:25:35 lr: 0.002400 loss: 0.2057 (0.2189) loss_rec_all: 0.2311 (0.2444) loss_rec_sfr: 0.3156 (0.3446) loss_cl: -0.2786 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [17:55:28.757984] Epoch: [43] [ 920/2904] eta: 0:25:18 lr: 0.002400 loss: 0.2051 (0.2189) loss_rec_all: 0.2308 (0.2444) loss_rec_sfr: 0.3370 (0.3448) loss_cl: -0.2792 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [17:55:43.676154] Epoch: [43] [ 940/2904] eta: 0:25:02 lr: 0.002400 loss: 0.2164 (0.2191) loss_rec_all: 0.2423 (0.2446) loss_rec_sfr: 0.3147 (0.3452) loss_cl: -0.2792 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [17:55:58.598779] Epoch: [43] [ 960/2904] eta: 0:24:46 lr: 0.002400 loss: 0.2086 (0.2190) loss_rec_all: 0.2340 (0.2444) loss_rec_sfr: 0.3035 (0.3448) loss_cl: -0.2777 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [17:56:13.518539] Epoch: [43] [ 980/2904] eta: 0:24:30 lr: 0.002400 loss: 0.2074 (0.2190) loss_rec_all: 0.2329 (0.2444) loss_rec_sfr: 0.3013 (0.3447) loss_cl: -0.2783 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [17:56:28.438358] Epoch: [43] [1000/2904] eta: 0:24:14 lr: 0.002400 loss: 0.2084 (0.2191) loss_rec_all: 0.2338 (0.2446) loss_rec_sfr: 0.3376 (0.3452) loss_cl: -0.2779 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [17:56:43.357991] Epoch: [43] [1020/2904] eta: 0:23:58 lr: 0.002400 loss: 0.2112 (0.2192) loss_rec_all: 0.2366 (0.2447) loss_rec_sfr: 0.3409 (0.3456) loss_cl: -0.2794 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [17:56:58.281744] Epoch: [43] [1040/2904] eta: 0:23:42 lr: 0.002400 loss: 0.2161 (0.2195) loss_rec_all: 0.2413 (0.2449) loss_rec_sfr: 0.3421 (0.3462) loss_cl: -0.2797 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [17:57:13.201490] Epoch: [43] [1060/2904] eta: 0:23:27 lr: 0.002400 loss: 0.2079 (0.2195) loss_rec_all: 0.2338 (0.2450) loss_rec_sfr: 0.2962 (0.3461) loss_cl: -0.2786 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [17:57:28.121980] Epoch: [43] [1080/2904] eta: 0:23:11 lr: 0.002400 loss: 0.2069 (0.2195) loss_rec_all: 0.2330 (0.2449) loss_rec_sfr: 0.3010 (0.3458) loss_cl: -0.2785 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [17:57:43.036811] Epoch: [43] [1100/2904] eta: 0:22:55 lr: 0.002400 loss: 0.2055 (0.2193) loss_rec_all: 0.2310 (0.2448) loss_rec_sfr: 0.3403 (0.3456) loss_cl: -0.2789 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [17:57:57.955265] Epoch: [43] [1120/2904] eta: 0:22:39 lr: 0.002400 loss: 0.2087 (0.2192) loss_rec_all: 0.2341 (0.2446) loss_rec_sfr: 0.2982 (0.3450) loss_cl: -0.2789 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [17:58:12.873138] Epoch: [43] [1140/2904] eta: 0:22:23 lr: 0.002400 loss: 0.2096 (0.2193) loss_rec_all: 0.2349 (0.2447) loss_rec_sfr: 0.3150 (0.3453) loss_cl: -0.2784 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [17:58:27.793878] Epoch: [43] [1160/2904] eta: 0:22:08 lr: 0.002400 loss: 0.2093 (0.2194) loss_rec_all: 0.2352 (0.2449) loss_rec_sfr: 0.3086 (0.3455) loss_cl: -0.2781 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [17:58:42.713972] Epoch: [43] [1180/2904] eta: 0:21:52 lr: 0.002400 loss: 0.2101 (0.2195) loss_rec_all: 0.2359 (0.2450) loss_rec_sfr: 0.3155 (0.3455) loss_cl: -0.2791 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [17:58:57.625994] Epoch: [43] [1200/2904] eta: 0:21:36 lr: 0.002400 loss: 0.2101 (0.2195) loss_rec_all: 0.2357 (0.2449) loss_rec_sfr: 0.3337 (0.3456) loss_cl: -0.2796 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [17:59:12.538584] Epoch: [43] [1220/2904] eta: 0:21:21 lr: 0.002400 loss: 0.2066 (0.2195) loss_rec_all: 0.2324 (0.2449) loss_rec_sfr: 0.3432 (0.3456) loss_cl: -0.2786 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [17:59:27.451704] Epoch: [43] [1240/2904] eta: 0:21:05 lr: 0.002400 loss: 0.2130 (0.2196) loss_rec_all: 0.2384 (0.2450) loss_rec_sfr: 0.3339 (0.3459) loss_cl: -0.2789 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [17:59:42.367644] Epoch: [43] [1260/2904] eta: 0:20:49 lr: 0.002400 loss: 0.2117 (0.2197) loss_rec_all: 0.2375 (0.2451) loss_rec_sfr: 0.3449 (0.3464) loss_cl: -0.2787 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [17:59:57.286817] Epoch: [43] [1280/2904] eta: 0:20:34 lr: 0.002400 loss: 0.2057 (0.2196) loss_rec_all: 0.2315 (0.2451) loss_rec_sfr: 0.3389 (0.3463) loss_cl: -0.2774 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [18:00:12.209481] Epoch: [43] [1300/2904] eta: 0:20:18 lr: 0.002400 loss: 0.2079 (0.2197) loss_rec_all: 0.2335 (0.2451) loss_rec_sfr: 0.3385 (0.3464) loss_cl: -0.2778 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [18:00:27.132273] Epoch: [43] [1320/2904] eta: 0:20:03 lr: 0.002400 loss: 0.2111 (0.2197) loss_rec_all: 0.2368 (0.2452) loss_rec_sfr: 0.3126 (0.3466) loss_cl: -0.2787 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [18:00:42.052400] Epoch: [43] [1340/2904] eta: 0:19:47 lr: 0.002400 loss: 0.2113 (0.2198) loss_rec_all: 0.2371 (0.2453) loss_rec_sfr: 0.3475 (0.3469) loss_cl: -0.2792 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [18:00:56.971166] Epoch: [43] [1360/2904] eta: 0:19:32 lr: 0.002400 loss: 0.2158 (0.2199) loss_rec_all: 0.2409 (0.2454) loss_rec_sfr: 0.3335 (0.3472) loss_cl: -0.2791 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [18:01:11.894595] Epoch: [43] [1380/2904] eta: 0:19:16 lr: 0.002400 loss: 0.2085 (0.2198) loss_rec_all: 0.2338 (0.2452) loss_rec_sfr: 0.3012 (0.3467) loss_cl: -0.2791 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [18:01:26.815710] Epoch: [43] [1400/2904] eta: 0:19:01 lr: 0.002400 loss: 0.2047 (0.2197) loss_rec_all: 0.2301 (0.2451) loss_rec_sfr: 0.3071 (0.3464) loss_cl: -0.2783 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [18:01:41.732437] Epoch: [43] [1420/2904] eta: 0:18:45 lr: 0.002400 loss: 0.2116 (0.2197) loss_rec_all: 0.2370 (0.2451) loss_rec_sfr: 0.3361 (0.3465) loss_cl: -0.2780 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [18:01:56.644752] Epoch: [43] [1440/2904] eta: 0:18:30 lr: 0.002400 loss: 0.2062 (0.2196) loss_rec_all: 0.2315 (0.2451) loss_rec_sfr: 0.2981 (0.3461) loss_cl: -0.2789 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [18:02:11.563198] Epoch: [43] [1460/2904] eta: 0:18:15 lr: 0.002400 loss: 0.2145 (0.2197) loss_rec_all: 0.2398 (0.2452) loss_rec_sfr: 0.3477 (0.3463) loss_cl: -0.2790 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [18:02:26.481030] Epoch: [43] [1480/2904] eta: 0:17:59 lr: 0.002400 loss: 0.2073 (0.2196) loss_rec_all: 0.2329 (0.2451) loss_rec_sfr: 0.3339 (0.3461) loss_cl: -0.2791 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [18:02:41.397581] Epoch: [43] [1500/2904] eta: 0:17:44 lr: 0.002400 loss: 0.2122 (0.2197) loss_rec_all: 0.2381 (0.2451) loss_rec_sfr: 0.3012 (0.3461) loss_cl: -0.2789 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [18:02:56.315262] Epoch: [43] [1520/2904] eta: 0:17:28 lr: 0.002400 loss: 0.2099 (0.2197) loss_rec_all: 0.2354 (0.2451) loss_rec_sfr: 0.3069 (0.3459) loss_cl: -0.2788 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [18:03:11.231742] Epoch: [43] [1540/2904] eta: 0:17:13 lr: 0.002400 loss: 0.2098 (0.2197) loss_rec_all: 0.2353 (0.2451) loss_rec_sfr: 0.3295 (0.3459) loss_cl: -0.2786 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [18:03:26.151650] Epoch: [43] [1560/2904] eta: 0:16:58 lr: 0.002400 loss: 0.2070 (0.2196) loss_rec_all: 0.2329 (0.2451) loss_rec_sfr: 0.2968 (0.3457) loss_cl: -0.2795 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [18:03:41.077276] Epoch: [43] [1580/2904] eta: 0:16:42 lr: 0.002400 loss: 0.2090 (0.2197) loss_rec_all: 0.2350 (0.2451) loss_rec_sfr: 0.3290 (0.3459) loss_cl: -0.2785 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [18:03:55.997505] Epoch: [43] [1600/2904] eta: 0:16:27 lr: 0.002400 loss: 0.2062 (0.2197) loss_rec_all: 0.2316 (0.2452) loss_rec_sfr: 0.3419 (0.3461) loss_cl: -0.2786 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [18:04:10.900508] Epoch: [43] [1620/2904] eta: 0:16:12 lr: 0.002400 loss: 0.2138 (0.2198) loss_rec_all: 0.2398 (0.2453) loss_rec_sfr: 0.3426 (0.3464) loss_cl: -0.2781 (-0.2787) time: 0.7451 data: 0.0002 max mem: 29860 [18:04:25.822964] Epoch: [43] [1640/2904] eta: 0:15:56 lr: 0.002400 loss: 0.2089 (0.2198) loss_rec_all: 0.2342 (0.2453) loss_rec_sfr: 0.3084 (0.3463) loss_cl: -0.2794 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [18:04:40.740544] Epoch: [43] [1660/2904] eta: 0:15:41 lr: 0.002400 loss: 0.2079 (0.2199) loss_rec_all: 0.2338 (0.2453) loss_rec_sfr: 0.3063 (0.3465) loss_cl: -0.2795 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [18:04:55.661992] Epoch: [43] [1680/2904] eta: 0:15:26 lr: 0.002400 loss: 0.2051 (0.2199) loss_rec_all: 0.2305 (0.2453) loss_rec_sfr: 0.3108 (0.3465) loss_cl: -0.2784 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [18:05:10.585091] Epoch: [43] [1700/2904] eta: 0:15:10 lr: 0.002400 loss: 0.2088 (0.2199) loss_rec_all: 0.2347 (0.2453) loss_rec_sfr: 0.3064 (0.3462) loss_cl: -0.2779 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [18:05:25.500149] Epoch: [43] [1720/2904] eta: 0:14:55 lr: 0.002400 loss: 0.2051 (0.2199) loss_rec_all: 0.2311 (0.2453) loss_rec_sfr: 0.3061 (0.3461) loss_cl: -0.2781 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [18:05:40.420965] Epoch: [43] [1740/2904] eta: 0:14:40 lr: 0.002400 loss: 0.2071 (0.2199) loss_rec_all: 0.2332 (0.2453) loss_rec_sfr: 0.3066 (0.3462) loss_cl: -0.2792 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [18:05:55.345202] Epoch: [43] [1760/2904] eta: 0:14:25 lr: 0.002400 loss: 0.2090 (0.2199) loss_rec_all: 0.2344 (0.2454) loss_rec_sfr: 0.3200 (0.3463) loss_cl: -0.2785 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [18:06:10.264157] Epoch: [43] [1780/2904] eta: 0:14:09 lr: 0.002400 loss: 0.2080 (0.2198) loss_rec_all: 0.2335 (0.2453) loss_rec_sfr: 0.3132 (0.3460) loss_cl: -0.2791 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [18:06:25.181567] Epoch: [43] [1800/2904] eta: 0:13:54 lr: 0.002400 loss: 0.2137 (0.2199) loss_rec_all: 0.2391 (0.2453) loss_rec_sfr: 0.3484 (0.3463) loss_cl: -0.2783 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [18:06:40.096489] Epoch: [43] [1820/2904] eta: 0:13:39 lr: 0.002400 loss: 0.2052 (0.2198) loss_rec_all: 0.2304 (0.2453) loss_rec_sfr: 0.3207 (0.3463) loss_cl: -0.2780 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [18:06:55.011828] Epoch: [43] [1840/2904] eta: 0:13:24 lr: 0.002400 loss: 0.2071 (0.2199) loss_rec_all: 0.2323 (0.2454) loss_rec_sfr: 0.3417 (0.3466) loss_cl: -0.2789 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [18:07:09.927021] Epoch: [43] [1860/2904] eta: 0:13:08 lr: 0.002400 loss: 0.2058 (0.2199) loss_rec_all: 0.2319 (0.2453) loss_rec_sfr: 0.2962 (0.3463) loss_cl: -0.2785 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [18:07:24.839695] Epoch: [43] [1880/2904] eta: 0:12:53 lr: 0.002400 loss: 0.2061 (0.2198) loss_rec_all: 0.2317 (0.2453) loss_rec_sfr: 0.3252 (0.3462) loss_cl: -0.2783 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [18:07:39.754765] Epoch: [43] [1900/2904] eta: 0:12:38 lr: 0.002400 loss: 0.2123 (0.2199) loss_rec_all: 0.2377 (0.2453) loss_rec_sfr: 0.3345 (0.3464) loss_cl: -0.2791 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [18:07:54.668674] Epoch: [43] [1920/2904] eta: 0:12:23 lr: 0.002400 loss: 0.2104 (0.2199) loss_rec_all: 0.2355 (0.2454) loss_rec_sfr: 0.3532 (0.3467) loss_cl: -0.2784 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [18:08:09.580151] Epoch: [43] [1940/2904] eta: 0:12:08 lr: 0.002400 loss: 0.2089 (0.2200) loss_rec_all: 0.2346 (0.2454) loss_rec_sfr: 0.3364 (0.3469) loss_cl: -0.2783 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [18:08:24.491245] Epoch: [43] [1960/2904] eta: 0:11:52 lr: 0.002400 loss: 0.2081 (0.2199) loss_rec_all: 0.2340 (0.2454) loss_rec_sfr: 0.3360 (0.3468) loss_cl: -0.2790 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [18:08:39.411558] Epoch: [43] [1980/2904] eta: 0:11:37 lr: 0.002400 loss: 0.2086 (0.2200) loss_rec_all: 0.2342 (0.2454) loss_rec_sfr: 0.3499 (0.3470) loss_cl: -0.2796 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [18:08:54.329558] Epoch: [43] [2000/2904] eta: 0:11:22 lr: 0.002400 loss: 0.2080 (0.2200) loss_rec_all: 0.2341 (0.2454) loss_rec_sfr: 0.2963 (0.3469) loss_cl: -0.2791 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [18:09:09.243032] Epoch: [43] [2020/2904] eta: 0:11:07 lr: 0.002400 loss: 0.2091 (0.2200) loss_rec_all: 0.2345 (0.2454) loss_rec_sfr: 0.3055 (0.3468) loss_cl: -0.2785 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [18:09:24.160330] Epoch: [43] [2040/2904] eta: 0:10:52 lr: 0.002400 loss: 0.2083 (0.2200) loss_rec_all: 0.2336 (0.2454) loss_rec_sfr: 0.3530 (0.3470) loss_cl: -0.2782 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [18:09:39.067493] Epoch: [43] [2060/2904] eta: 0:10:36 lr: 0.002400 loss: 0.2113 (0.2199) loss_rec_all: 0.2372 (0.2454) loss_rec_sfr: 0.3477 (0.3470) loss_cl: -0.2787 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [18:09:53.979299] Epoch: [43] [2080/2904] eta: 0:10:21 lr: 0.002400 loss: 0.2086 (0.2199) loss_rec_all: 0.2346 (0.2454) loss_rec_sfr: 0.3398 (0.3470) loss_cl: -0.2799 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [18:10:08.893074] Epoch: [43] [2100/2904] eta: 0:10:06 lr: 0.002400 loss: 0.2154 (0.2199) loss_rec_all: 0.2414 (0.2454) loss_rec_sfr: 0.3058 (0.3470) loss_cl: -0.2796 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [18:10:23.812366] Epoch: [43] [2120/2904] eta: 0:09:51 lr: 0.002400 loss: 0.2114 (0.2199) loss_rec_all: 0.2370 (0.2454) loss_rec_sfr: 0.3308 (0.3471) loss_cl: -0.2778 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [18:10:38.732843] Epoch: [43] [2140/2904] eta: 0:09:36 lr: 0.002400 loss: 0.2129 (0.2201) loss_rec_all: 0.2384 (0.2455) loss_rec_sfr: 0.3497 (0.3474) loss_cl: -0.2786 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [18:10:53.648336] Epoch: [43] [2160/2904] eta: 0:09:21 lr: 0.002400 loss: 0.2093 (0.2201) loss_rec_all: 0.2351 (0.2455) loss_rec_sfr: 0.3269 (0.3476) loss_cl: -0.2791 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [18:11:08.561172] Epoch: [43] [2180/2904] eta: 0:09:06 lr: 0.002400 loss: 0.2079 (0.2201) loss_rec_all: 0.2333 (0.2455) loss_rec_sfr: 0.3291 (0.3475) loss_cl: -0.2795 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [18:11:23.482512] Epoch: [43] [2200/2904] eta: 0:08:50 lr: 0.002400 loss: 0.2096 (0.2200) loss_rec_all: 0.2351 (0.2455) loss_rec_sfr: 0.3091 (0.3474) loss_cl: -0.2781 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [18:11:38.405095] Epoch: [43] [2220/2904] eta: 0:08:35 lr: 0.002400 loss: 0.2086 (0.2200) loss_rec_all: 0.2338 (0.2455) loss_rec_sfr: 0.3423 (0.3474) loss_cl: -0.2785 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [18:11:53.322263] Epoch: [43] [2240/2904] eta: 0:08:20 lr: 0.002400 loss: 0.2062 (0.2200) loss_rec_all: 0.2320 (0.2454) loss_rec_sfr: 0.3049 (0.3473) loss_cl: -0.2793 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [18:12:08.241139] Epoch: [43] [2260/2904] eta: 0:08:05 lr: 0.002400 loss: 0.2078 (0.2200) loss_rec_all: 0.2334 (0.2454) loss_rec_sfr: 0.3378 (0.3474) loss_cl: -0.2795 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [18:12:23.157358] Epoch: [43] [2280/2904] eta: 0:07:50 lr: 0.002400 loss: 0.2142 (0.2200) loss_rec_all: 0.2399 (0.2454) loss_rec_sfr: 0.3002 (0.3472) loss_cl: -0.2780 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [18:12:38.073586] Epoch: [43] [2300/2904] eta: 0:07:35 lr: 0.002400 loss: 0.2097 (0.2200) loss_rec_all: 0.2350 (0.2454) loss_rec_sfr: 0.3389 (0.3473) loss_cl: -0.2788 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [18:12:52.994187] Epoch: [43] [2320/2904] eta: 0:07:20 lr: 0.002400 loss: 0.2061 (0.2199) loss_rec_all: 0.2319 (0.2453) loss_rec_sfr: 0.3042 (0.3471) loss_cl: -0.2789 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [18:13:07.914126] Epoch: [43] [2340/2904] eta: 0:07:05 lr: 0.002400 loss: 0.2078 (0.2199) loss_rec_all: 0.2338 (0.2454) loss_rec_sfr: 0.3420 (0.3473) loss_cl: -0.2792 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [18:13:22.832402] Epoch: [43] [2360/2904] eta: 0:06:49 lr: 0.002400 loss: 0.2155 (0.2199) loss_rec_all: 0.2414 (0.2453) loss_rec_sfr: 0.2998 (0.3471) loss_cl: -0.2796 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [18:13:37.750452] Epoch: [43] [2380/2904] eta: 0:06:34 lr: 0.002400 loss: 0.2122 (0.2200) loss_rec_all: 0.2377 (0.2454) loss_rec_sfr: 0.3005 (0.3472) loss_cl: -0.2798 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [18:13:52.666176] Epoch: [43] [2400/2904] eta: 0:06:19 lr: 0.002400 loss: 0.2083 (0.2199) loss_rec_all: 0.2334 (0.2453) loss_rec_sfr: 0.3132 (0.3470) loss_cl: -0.2773 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [18:14:07.583096] Epoch: [43] [2420/2904] eta: 0:06:04 lr: 0.002400 loss: 0.2043 (0.2198) loss_rec_all: 0.2298 (0.2453) loss_rec_sfr: 0.3040 (0.3468) loss_cl: -0.2786 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [18:14:22.501869] Epoch: [43] [2440/2904] eta: 0:05:49 lr: 0.002400 loss: 0.2118 (0.2199) loss_rec_all: 0.2370 (0.2453) loss_rec_sfr: 0.3551 (0.3471) loss_cl: -0.2778 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [18:14:37.422855] Epoch: [43] [2460/2904] eta: 0:05:34 lr: 0.002400 loss: 0.2081 (0.2199) loss_rec_all: 0.2340 (0.2453) loss_rec_sfr: 0.3117 (0.3471) loss_cl: -0.2790 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [18:14:52.341163] Epoch: [43] [2480/2904] eta: 0:05:19 lr: 0.002400 loss: 0.2046 (0.2198) loss_rec_all: 0.2303 (0.2453) loss_rec_sfr: 0.2904 (0.3468) loss_cl: -0.2803 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [18:15:07.256961] Epoch: [43] [2500/2904] eta: 0:05:04 lr: 0.002400 loss: 0.2057 (0.2198) loss_rec_all: 0.2314 (0.2452) loss_rec_sfr: 0.3079 (0.3468) loss_cl: -0.2787 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [18:15:22.173523] Epoch: [43] [2520/2904] eta: 0:04:49 lr: 0.002400 loss: 0.2077 (0.2198) loss_rec_all: 0.2335 (0.2452) loss_rec_sfr: 0.3295 (0.3467) loss_cl: -0.2788 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [18:15:37.092137] Epoch: [43] [2540/2904] eta: 0:04:34 lr: 0.002400 loss: 0.2053 (0.2198) loss_rec_all: 0.2312 (0.2453) loss_rec_sfr: 0.3364 (0.3469) loss_cl: -0.2789 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [18:15:52.009097] Epoch: [43] [2560/2904] eta: 0:04:19 lr: 0.002400 loss: 0.2037 (0.2198) loss_rec_all: 0.2294 (0.2452) loss_rec_sfr: 0.3000 (0.3466) loss_cl: -0.2781 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [18:16:06.921524] Epoch: [43] [2580/2904] eta: 0:04:03 lr: 0.002400 loss: 0.2097 (0.2198) loss_rec_all: 0.2352 (0.2452) loss_rec_sfr: 0.3085 (0.3466) loss_cl: -0.2789 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [18:16:21.839309] Epoch: [43] [2600/2904] eta: 0:03:48 lr: 0.002400 loss: 0.2077 (0.2198) loss_rec_all: 0.2333 (0.2452) loss_rec_sfr: 0.2920 (0.3465) loss_cl: -0.2788 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [18:16:36.761208] Epoch: [43] [2620/2904] eta: 0:03:33 lr: 0.002400 loss: 0.2088 (0.2197) loss_rec_all: 0.2344 (0.2452) loss_rec_sfr: 0.3408 (0.3464) loss_cl: -0.2793 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [18:16:51.676879] Epoch: [43] [2640/2904] eta: 0:03:18 lr: 0.002400 loss: 0.2074 (0.2197) loss_rec_all: 0.2326 (0.2451) loss_rec_sfr: 0.3329 (0.3464) loss_cl: -0.2776 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [18:17:06.600873] Epoch: [43] [2660/2904] eta: 0:03:03 lr: 0.002400 loss: 0.2090 (0.2197) loss_rec_all: 0.2341 (0.2452) loss_rec_sfr: 0.3401 (0.3466) loss_cl: -0.2780 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [18:17:21.524178] Epoch: [43] [2680/2904] eta: 0:02:48 lr: 0.002400 loss: 0.2082 (0.2197) loss_rec_all: 0.2342 (0.2451) loss_rec_sfr: 0.2920 (0.3462) loss_cl: -0.2791 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [18:17:36.441580] Epoch: [43] [2700/2904] eta: 0:02:33 lr: 0.002400 loss: 0.2089 (0.2197) loss_rec_all: 0.2343 (0.2451) loss_rec_sfr: 0.3467 (0.3463) loss_cl: -0.2791 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [18:17:51.351278] Epoch: [43] [2720/2904] eta: 0:02:18 lr: 0.002400 loss: 0.2072 (0.2196) loss_rec_all: 0.2325 (0.2451) loss_rec_sfr: 0.3075 (0.3463) loss_cl: -0.2794 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [18:18:06.272007] Epoch: [43] [2740/2904] eta: 0:02:03 lr: 0.002400 loss: 0.2067 (0.2196) loss_rec_all: 0.2321 (0.2451) loss_rec_sfr: 0.3257 (0.3462) loss_cl: -0.2786 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [18:18:21.188331] Epoch: [43] [2760/2904] eta: 0:01:48 lr: 0.002400 loss: 0.2052 (0.2196) loss_rec_all: 0.2312 (0.2450) loss_rec_sfr: 0.3176 (0.3460) loss_cl: -0.2791 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [18:18:36.113552] Epoch: [43] [2780/2904] eta: 0:01:33 lr: 0.002400 loss: 0.2113 (0.2196) loss_rec_all: 0.2367 (0.2450) loss_rec_sfr: 0.3048 (0.3460) loss_cl: -0.2785 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [18:18:51.035112] Epoch: [43] [2800/2904] eta: 0:01:18 lr: 0.002400 loss: 0.2073 (0.2196) loss_rec_all: 0.2334 (0.2450) loss_rec_sfr: 0.2997 (0.3459) loss_cl: -0.2790 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [18:19:05.957684] Epoch: [43] [2820/2904] eta: 0:01:03 lr: 0.002400 loss: 0.2087 (0.2196) loss_rec_all: 0.2348 (0.2450) loss_rec_sfr: 0.3037 (0.3459) loss_cl: -0.2789 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [18:19:20.911837] Epoch: [43] [2840/2904] eta: 0:00:48 lr: 0.002400 loss: 0.2060 (0.2196) loss_rec_all: 0.2319 (0.2450) loss_rec_sfr: 0.3030 (0.3459) loss_cl: -0.2783 (-0.2787) time: 0.7477 data: 0.0023 max mem: 29860 [18:19:35.828055] Epoch: [43] [2860/2904] eta: 0:00:33 lr: 0.002400 loss: 0.2056 (0.2196) loss_rec_all: 0.2311 (0.2450) loss_rec_sfr: 0.3419 (0.3460) loss_cl: -0.2790 (-0.2787) time: 0.7458 data: 0.0001 max mem: 29860 [18:19:50.737898] Epoch: [43] [2880/2904] eta: 0:00:18 lr: 0.002400 loss: 0.2054 (0.2195) loss_rec_all: 0.2313 (0.2449) loss_rec_sfr: 0.3054 (0.3458) loss_cl: -0.2791 (-0.2787) time: 0.7455 data: 0.0001 max mem: 29860 [18:20:05.647248] Epoch: [43] [2900/2904] eta: 0:00:03 lr: 0.002400 loss: 0.2069 (0.2194) loss_rec_all: 0.2326 (0.2449) loss_rec_sfr: 0.3053 (0.3456) loss_cl: -0.2787 (-0.2787) time: 0.7454 data: 0.0001 max mem: 29860 [18:20:07.891206] Epoch: [43] [2903/2904] eta: 0:00:00 lr: 0.002400 loss: 0.2059 (0.2194) loss_rec_all: 0.2318 (0.2449) loss_rec_sfr: 0.2953 (0.3456) loss_cl: -0.2788 (-0.2787) time: 0.7454 data: 0.0001 max mem: 29860 [18:20:09.890288] Epoch: [43] Total time: 0:36:26 (0.7529 s / it) [18:20:09.911637] Averaged stats: lr: 0.002400 loss: 0.2059 (0.2215) loss_rec_all: 0.2318 (0.2446) loss_rec_sfr: 0.2953 (0.3438) loss_cl: -0.2788 (-0.2554) [18:20:09.916329] log_dir: ./checkpoint/VF2_ViT-B [18:20:28.691906] Epoch: [44] [ 0/2904] eta: 15:08:42 lr: 0.002400 loss: 0.2214 (0.2214) loss_rec_all: 0.2472 (0.2472) loss_rec_sfr: 0.3136 (0.3136) loss_cl: -0.2797 (-0.2797) time: 18.7748 data: 10.0229 max mem: 29860 [18:20:44.774252] Epoch: [44] [ 20/2904] eta: 1:19:46 lr: 0.002400 loss: 0.2162 (0.2270) loss_rec_all: 0.2419 (0.2523) loss_rec_sfr: 0.3039 (0.3536) loss_cl: -0.2777 (-0.2779) time: 0.8041 data: 0.0605 max mem: 29860 [18:20:59.650391] Epoch: [44] [ 40/2904] eta: 0:57:53 lr: 0.002400 loss: 0.2080 (0.2225) loss_rec_all: 0.2340 (0.2479) loss_rec_sfr: 0.3073 (0.3419) loss_cl: -0.2791 (-0.2784) time: 0.7438 data: 0.0002 max mem: 29860 [18:21:14.530484] Epoch: [44] [ 60/2904] eta: 0:50:12 lr: 0.002400 loss: 0.2086 (0.2223) loss_rec_all: 0.2340 (0.2478) loss_rec_sfr: 0.3080 (0.3431) loss_cl: -0.2797 (-0.2787) time: 0.7440 data: 0.0002 max mem: 29860 [18:21:29.424125] Epoch: [44] [ 80/2904] eta: 0:46:11 lr: 0.002400 loss: 0.2145 (0.2243) loss_rec_all: 0.2404 (0.2497) loss_rec_sfr: 0.3492 (0.3517) loss_cl: -0.2796 (-0.2789) time: 0.7446 data: 0.0002 max mem: 29860 [18:21:44.332738] Epoch: [44] [ 100/2904] eta: 0:43:41 lr: 0.002400 loss: 0.2075 (0.2239) loss_rec_all: 0.2329 (0.2493) loss_rec_sfr: 0.3046 (0.3518) loss_cl: -0.2780 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [18:21:59.250096] Epoch: [44] [ 120/2904] eta: 0:41:55 lr: 0.002400 loss: 0.2080 (0.2232) loss_rec_all: 0.2331 (0.2486) loss_rec_sfr: 0.3362 (0.3520) loss_cl: -0.2769 (-0.2784) time: 0.7458 data: 0.0002 max mem: 29860 [18:22:14.175016] Epoch: [44] [ 140/2904] eta: 0:40:35 lr: 0.002400 loss: 0.2041 (0.2218) loss_rec_all: 0.2295 (0.2472) loss_rec_sfr: 0.2829 (0.3475) loss_cl: -0.2787 (-0.2784) time: 0.7462 data: 0.0002 max mem: 29860 [18:22:29.138604] Epoch: [44] [ 160/2904] eta: 0:39:32 lr: 0.002400 loss: 0.2119 (0.2229) loss_rec_all: 0.2372 (0.2483) loss_rec_sfr: 0.3464 (0.3506) loss_cl: -0.2792 (-0.2785) time: 0.7481 data: 0.0002 max mem: 29860 [18:22:44.081401] Epoch: [44] [ 180/2904] eta: 0:38:40 lr: 0.002400 loss: 0.2073 (0.2219) loss_rec_all: 0.2328 (0.2473) loss_rec_sfr: 0.3063 (0.3494) loss_cl: -0.2800 (-0.2787) time: 0.7471 data: 0.0002 max mem: 29860 [18:22:59.005979] Epoch: [44] [ 200/2904] eta: 0:37:54 lr: 0.002400 loss: 0.2023 (0.2208) loss_rec_all: 0.2282 (0.2463) loss_rec_sfr: 0.2935 (0.3462) loss_cl: -0.2786 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [18:23:13.926297] Epoch: [44] [ 220/2904] eta: 0:37:14 lr: 0.002400 loss: 0.2060 (0.2206) loss_rec_all: 0.2319 (0.2461) loss_rec_sfr: 0.3244 (0.3462) loss_cl: -0.2790 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [18:23:28.846847] Epoch: [44] [ 240/2904] eta: 0:36:38 lr: 0.002400 loss: 0.2064 (0.2202) loss_rec_all: 0.2318 (0.2457) loss_rec_sfr: 0.3347 (0.3458) loss_cl: -0.2786 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [18:23:43.766133] Epoch: [44] [ 260/2904] eta: 0:36:06 lr: 0.002400 loss: 0.2063 (0.2200) loss_rec_all: 0.2321 (0.2455) loss_rec_sfr: 0.3252 (0.3460) loss_cl: -0.2782 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [18:23:58.696499] Epoch: [44] [ 280/2904] eta: 0:35:36 lr: 0.002400 loss: 0.2050 (0.2195) loss_rec_all: 0.2305 (0.2449) loss_rec_sfr: 0.3300 (0.3446) loss_cl: -0.2786 (-0.2786) time: 0.7465 data: 0.0002 max mem: 29860 [18:24:13.619584] Epoch: [44] [ 300/2904] eta: 0:35:08 lr: 0.002400 loss: 0.2029 (0.2189) loss_rec_all: 0.2285 (0.2443) loss_rec_sfr: 0.3389 (0.3439) loss_cl: -0.2793 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [18:24:28.543169] Epoch: [44] [ 320/2904] eta: 0:34:41 lr: 0.002400 loss: 0.2058 (0.2193) loss_rec_all: 0.2314 (0.2448) loss_rec_sfr: 0.3440 (0.3449) loss_cl: -0.2789 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [18:24:43.462274] Epoch: [44] [ 340/2904] eta: 0:34:16 lr: 0.002400 loss: 0.2074 (0.2193) loss_rec_all: 0.2333 (0.2448) loss_rec_sfr: 0.3058 (0.3444) loss_cl: -0.2781 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [18:24:58.385923] Epoch: [44] [ 360/2904] eta: 0:33:52 lr: 0.002400 loss: 0.2068 (0.2194) loss_rec_all: 0.2323 (0.2448) loss_rec_sfr: 0.3402 (0.3449) loss_cl: -0.2792 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [18:25:13.310163] Epoch: [44] [ 380/2904] eta: 0:33:29 lr: 0.002400 loss: 0.2061 (0.2192) loss_rec_all: 0.2320 (0.2447) loss_rec_sfr: 0.3117 (0.3444) loss_cl: -0.2795 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [18:25:28.232590] Epoch: [44] [ 400/2904] eta: 0:33:07 lr: 0.002400 loss: 0.2061 (0.2189) loss_rec_all: 0.2320 (0.2444) loss_rec_sfr: 0.2979 (0.3432) loss_cl: -0.2796 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [18:25:43.153230] Epoch: [44] [ 420/2904] eta: 0:32:46 lr: 0.002400 loss: 0.2075 (0.2190) loss_rec_all: 0.2334 (0.2445) loss_rec_sfr: 0.3036 (0.3433) loss_cl: -0.2785 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [18:25:58.068315] Epoch: [44] [ 440/2904] eta: 0:32:25 lr: 0.002400 loss: 0.2078 (0.2191) loss_rec_all: 0.2334 (0.2446) loss_rec_sfr: 0.3335 (0.3438) loss_cl: -0.2777 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [18:26:12.990430] Epoch: [44] [ 460/2904] eta: 0:32:04 lr: 0.002400 loss: 0.2092 (0.2192) loss_rec_all: 0.2346 (0.2446) loss_rec_sfr: 0.3371 (0.3443) loss_cl: -0.2786 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [18:26:27.910571] Epoch: [44] [ 480/2904] eta: 0:31:44 lr: 0.002400 loss: 0.2090 (0.2190) loss_rec_all: 0.2349 (0.2445) loss_rec_sfr: 0.3008 (0.3436) loss_cl: -0.2793 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [18:26:42.837301] Epoch: [44] [ 500/2904] eta: 0:31:25 lr: 0.002400 loss: 0.2131 (0.2193) loss_rec_all: 0.2389 (0.2447) loss_rec_sfr: 0.2967 (0.3437) loss_cl: -0.2787 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [18:26:57.772262] Epoch: [44] [ 520/2904] eta: 0:31:06 lr: 0.002400 loss: 0.2098 (0.2194) loss_rec_all: 0.2350 (0.2448) loss_rec_sfr: 0.3362 (0.3443) loss_cl: -0.2783 (-0.2787) time: 0.7467 data: 0.0002 max mem: 29860 [18:27:12.695545] Epoch: [44] [ 540/2904] eta: 0:30:47 lr: 0.002400 loss: 0.2082 (0.2192) loss_rec_all: 0.2336 (0.2447) loss_rec_sfr: 0.3249 (0.3440) loss_cl: -0.2786 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [18:27:27.651661] Epoch: [44] [ 560/2904] eta: 0:30:28 lr: 0.002400 loss: 0.2070 (0.2194) loss_rec_all: 0.2330 (0.2448) loss_rec_sfr: 0.3322 (0.3446) loss_cl: -0.2787 (-0.2787) time: 0.7478 data: 0.0002 max mem: 29860 [18:27:42.583423] Epoch: [44] [ 580/2904] eta: 0:30:10 lr: 0.002400 loss: 0.2060 (0.2192) loss_rec_all: 0.2315 (0.2446) loss_rec_sfr: 0.3055 (0.3441) loss_cl: -0.2791 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [18:27:57.532946] Epoch: [44] [ 600/2904] eta: 0:29:52 lr: 0.002400 loss: 0.2109 (0.2191) loss_rec_all: 0.2362 (0.2445) loss_rec_sfr: 0.3050 (0.3436) loss_cl: -0.2785 (-0.2787) time: 0.7474 data: 0.0002 max mem: 29860 [18:28:12.471236] Epoch: [44] [ 620/2904] eta: 0:29:34 lr: 0.002400 loss: 0.2050 (0.2190) loss_rec_all: 0.2309 (0.2445) loss_rec_sfr: 0.3005 (0.3433) loss_cl: -0.2793 (-0.2787) time: 0.7469 data: 0.0002 max mem: 29860 [18:28:27.396160] Epoch: [44] [ 640/2904] eta: 0:29:16 lr: 0.002400 loss: 0.2025 (0.2189) loss_rec_all: 0.2283 (0.2444) loss_rec_sfr: 0.2825 (0.3429) loss_cl: -0.2777 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [18:28:42.318247] Epoch: [44] [ 660/2904] eta: 0:28:59 lr: 0.002400 loss: 0.2075 (0.2189) loss_rec_all: 0.2330 (0.2444) loss_rec_sfr: 0.3247 (0.3431) loss_cl: -0.2790 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [18:28:57.245148] Epoch: [44] [ 680/2904] eta: 0:28:42 lr: 0.002400 loss: 0.2112 (0.2190) loss_rec_all: 0.2372 (0.2445) loss_rec_sfr: 0.2997 (0.3431) loss_cl: -0.2795 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [18:29:12.168673] Epoch: [44] [ 700/2904] eta: 0:28:24 lr: 0.002400 loss: 0.2103 (0.2191) loss_rec_all: 0.2358 (0.2446) loss_rec_sfr: 0.3330 (0.3436) loss_cl: -0.2780 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [18:29:27.090728] Epoch: [44] [ 720/2904] eta: 0:28:07 lr: 0.002400 loss: 0.2119 (0.2192) loss_rec_all: 0.2380 (0.2446) loss_rec_sfr: 0.3167 (0.3436) loss_cl: -0.2796 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [18:29:42.017849] Epoch: [44] [ 740/2904] eta: 0:27:50 lr: 0.002400 loss: 0.2048 (0.2193) loss_rec_all: 0.2304 (0.2448) loss_rec_sfr: 0.3329 (0.3445) loss_cl: -0.2795 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [18:29:56.942391] Epoch: [44] [ 760/2904] eta: 0:27:33 lr: 0.002400 loss: 0.2082 (0.2193) loss_rec_all: 0.2334 (0.2448) loss_rec_sfr: 0.3275 (0.3445) loss_cl: -0.2782 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [18:30:11.881481] Epoch: [44] [ 780/2904] eta: 0:27:17 lr: 0.002400 loss: 0.2070 (0.2193) loss_rec_all: 0.2323 (0.2447) loss_rec_sfr: 0.2966 (0.3441) loss_cl: -0.2779 (-0.2787) time: 0.7469 data: 0.0002 max mem: 29860 [18:30:26.825588] Epoch: [44] [ 800/2904] eta: 0:27:00 lr: 0.002400 loss: 0.2087 (0.2193) loss_rec_all: 0.2344 (0.2447) loss_rec_sfr: 0.3452 (0.3444) loss_cl: -0.2782 (-0.2786) time: 0.7472 data: 0.0002 max mem: 29860 [18:30:41.753819] Epoch: [44] [ 820/2904] eta: 0:26:43 lr: 0.002400 loss: 0.2071 (0.2190) loss_rec_all: 0.2325 (0.2444) loss_rec_sfr: 0.3050 (0.3436) loss_cl: -0.2787 (-0.2786) time: 0.7464 data: 0.0002 max mem: 29860 [18:30:56.677676] Epoch: [44] [ 840/2904] eta: 0:26:27 lr: 0.002400 loss: 0.2029 (0.2189) loss_rec_all: 0.2287 (0.2444) loss_rec_sfr: 0.3370 (0.3438) loss_cl: -0.2795 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [18:31:11.603270] Epoch: [44] [ 860/2904] eta: 0:26:10 lr: 0.002400 loss: 0.2119 (0.2192) loss_rec_all: 0.2372 (0.2447) loss_rec_sfr: 0.3436 (0.3446) loss_cl: -0.2787 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [18:31:26.526014] Epoch: [44] [ 880/2904] eta: 0:25:54 lr: 0.002400 loss: 0.2102 (0.2193) loss_rec_all: 0.2355 (0.2448) loss_rec_sfr: 0.3485 (0.3451) loss_cl: -0.2792 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [18:31:41.445691] Epoch: [44] [ 900/2904] eta: 0:25:38 lr: 0.002400 loss: 0.2085 (0.2194) loss_rec_all: 0.2344 (0.2449) loss_rec_sfr: 0.3093 (0.3452) loss_cl: -0.2787 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [18:31:56.364626] Epoch: [44] [ 920/2904] eta: 0:25:21 lr: 0.002400 loss: 0.2069 (0.2194) loss_rec_all: 0.2325 (0.2449) loss_rec_sfr: 0.2981 (0.3451) loss_cl: -0.2780 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [18:32:11.274159] Epoch: [44] [ 940/2904] eta: 0:25:05 lr: 0.002400 loss: 0.2130 (0.2195) loss_rec_all: 0.2383 (0.2449) loss_rec_sfr: 0.3547 (0.3453) loss_cl: -0.2783 (-0.2786) time: 0.7454 data: 0.0002 max mem: 29860 [18:32:26.188945] Epoch: [44] [ 960/2904] eta: 0:24:49 lr: 0.002400 loss: 0.2065 (0.2194) loss_rec_all: 0.2319 (0.2448) loss_rec_sfr: 0.3060 (0.3450) loss_cl: -0.2786 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [18:32:41.099480] Epoch: [44] [ 980/2904] eta: 0:24:33 lr: 0.002400 loss: 0.2057 (0.2192) loss_rec_all: 0.2315 (0.2447) loss_rec_sfr: 0.3003 (0.3446) loss_cl: -0.2786 (-0.2786) time: 0.7455 data: 0.0002 max mem: 29860 [18:32:56.012705] Epoch: [44] [1000/2904] eta: 0:24:17 lr: 0.002400 loss: 0.2093 (0.2193) loss_rec_all: 0.2350 (0.2447) loss_rec_sfr: 0.3350 (0.3448) loss_cl: -0.2791 (-0.2786) time: 0.7456 data: 0.0002 max mem: 29860 [18:33:10.936052] Epoch: [44] [1020/2904] eta: 0:24:01 lr: 0.002400 loss: 0.2103 (0.2192) loss_rec_all: 0.2362 (0.2446) loss_rec_sfr: 0.2985 (0.3443) loss_cl: -0.2794 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [18:33:25.859012] Epoch: [44] [1040/2904] eta: 0:23:45 lr: 0.002400 loss: 0.2050 (0.2191) loss_rec_all: 0.2305 (0.2445) loss_rec_sfr: 0.3184 (0.3441) loss_cl: -0.2788 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [18:33:40.781958] Epoch: [44] [1060/2904] eta: 0:23:29 lr: 0.002400 loss: 0.2111 (0.2192) loss_rec_all: 0.2364 (0.2446) loss_rec_sfr: 0.3013 (0.3442) loss_cl: -0.2786 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [18:33:55.701664] Epoch: [44] [1080/2904] eta: 0:23:13 lr: 0.002400 loss: 0.2153 (0.2191) loss_rec_all: 0.2412 (0.2446) loss_rec_sfr: 0.3446 (0.3442) loss_cl: -0.2789 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [18:34:10.615369] Epoch: [44] [1100/2904] eta: 0:22:57 lr: 0.002400 loss: 0.2100 (0.2192) loss_rec_all: 0.2360 (0.2447) loss_rec_sfr: 0.3308 (0.3444) loss_cl: -0.2788 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [18:34:25.532470] Epoch: [44] [1120/2904] eta: 0:22:41 lr: 0.002400 loss: 0.2063 (0.2190) loss_rec_all: 0.2318 (0.2445) loss_rec_sfr: 0.3052 (0.3439) loss_cl: -0.2789 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [18:34:40.451322] Epoch: [44] [1140/2904] eta: 0:22:25 lr: 0.002400 loss: 0.2108 (0.2191) loss_rec_all: 0.2368 (0.2445) loss_rec_sfr: 0.3038 (0.3438) loss_cl: -0.2786 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [18:34:55.373395] Epoch: [44] [1160/2904] eta: 0:22:10 lr: 0.002400 loss: 0.2025 (0.2190) loss_rec_all: 0.2281 (0.2444) loss_rec_sfr: 0.3153 (0.3437) loss_cl: -0.2788 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [18:35:10.293631] Epoch: [44] [1180/2904] eta: 0:21:54 lr: 0.002400 loss: 0.2113 (0.2190) loss_rec_all: 0.2370 (0.2445) loss_rec_sfr: 0.3113 (0.3439) loss_cl: -0.2788 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [18:35:25.210908] Epoch: [44] [1200/2904] eta: 0:21:38 lr: 0.002400 loss: 0.2079 (0.2191) loss_rec_all: 0.2337 (0.2446) loss_rec_sfr: 0.2994 (0.3439) loss_cl: -0.2792 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [18:35:40.129944] Epoch: [44] [1220/2904] eta: 0:21:22 lr: 0.002400 loss: 0.2071 (0.2190) loss_rec_all: 0.2330 (0.2445) loss_rec_sfr: 0.3027 (0.3437) loss_cl: -0.2795 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [18:35:55.047807] Epoch: [44] [1240/2904] eta: 0:21:07 lr: 0.002400 loss: 0.2129 (0.2191) loss_rec_all: 0.2383 (0.2445) loss_rec_sfr: 0.2986 (0.3435) loss_cl: -0.2790 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [18:36:09.970717] Epoch: [44] [1260/2904] eta: 0:20:51 lr: 0.002400 loss: 0.2073 (0.2189) loss_rec_all: 0.2332 (0.2443) loss_rec_sfr: 0.2918 (0.3429) loss_cl: -0.2794 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [18:36:24.888490] Epoch: [44] [1280/2904] eta: 0:20:35 lr: 0.002400 loss: 0.2074 (0.2189) loss_rec_all: 0.2328 (0.2444) loss_rec_sfr: 0.3345 (0.3430) loss_cl: -0.2796 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [18:36:39.808789] Epoch: [44] [1300/2904] eta: 0:20:20 lr: 0.002400 loss: 0.2063 (0.2188) loss_rec_all: 0.2317 (0.2443) loss_rec_sfr: 0.2966 (0.3427) loss_cl: -0.2783 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [18:36:54.733092] Epoch: [44] [1320/2904] eta: 0:20:04 lr: 0.002400 loss: 0.2055 (0.2188) loss_rec_all: 0.2314 (0.2443) loss_rec_sfr: 0.3084 (0.3427) loss_cl: -0.2789 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [18:37:09.655094] Epoch: [44] [1340/2904] eta: 0:19:49 lr: 0.002400 loss: 0.2083 (0.2189) loss_rec_all: 0.2341 (0.2444) loss_rec_sfr: 0.2968 (0.3427) loss_cl: -0.2789 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [18:37:24.574009] Epoch: [44] [1360/2904] eta: 0:19:33 lr: 0.002400 loss: 0.2083 (0.2188) loss_rec_all: 0.2337 (0.2443) loss_rec_sfr: 0.2992 (0.3423) loss_cl: -0.2785 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [18:37:39.491041] Epoch: [44] [1380/2904] eta: 0:19:18 lr: 0.002400 loss: 0.2072 (0.2187) loss_rec_all: 0.2327 (0.2442) loss_rec_sfr: 0.3075 (0.3421) loss_cl: -0.2790 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [18:37:54.402715] Epoch: [44] [1400/2904] eta: 0:19:02 lr: 0.002400 loss: 0.2109 (0.2187) loss_rec_all: 0.2364 (0.2442) loss_rec_sfr: 0.3297 (0.3422) loss_cl: -0.2790 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [18:38:09.317293] Epoch: [44] [1420/2904] eta: 0:18:47 lr: 0.002400 loss: 0.2102 (0.2187) loss_rec_all: 0.2357 (0.2442) loss_rec_sfr: 0.3081 (0.3424) loss_cl: -0.2782 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [18:38:24.236491] Epoch: [44] [1440/2904] eta: 0:18:31 lr: 0.002400 loss: 0.2082 (0.2187) loss_rec_all: 0.2341 (0.2442) loss_rec_sfr: 0.3019 (0.3422) loss_cl: -0.2784 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [18:38:39.153422] Epoch: [44] [1460/2904] eta: 0:18:16 lr: 0.002400 loss: 0.2079 (0.2187) loss_rec_all: 0.2335 (0.2442) loss_rec_sfr: 0.2992 (0.3420) loss_cl: -0.2785 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [18:38:54.069435] Epoch: [44] [1480/2904] eta: 0:18:00 lr: 0.002400 loss: 0.2080 (0.2187) loss_rec_all: 0.2332 (0.2442) loss_rec_sfr: 0.3027 (0.3419) loss_cl: -0.2789 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [18:39:08.989821] Epoch: [44] [1500/2904] eta: 0:17:45 lr: 0.002400 loss: 0.2055 (0.2187) loss_rec_all: 0.2312 (0.2441) loss_rec_sfr: 0.3029 (0.3417) loss_cl: -0.2794 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [18:39:23.923540] Epoch: [44] [1520/2904] eta: 0:17:30 lr: 0.002400 loss: 0.2088 (0.2187) loss_rec_all: 0.2342 (0.2442) loss_rec_sfr: 0.3296 (0.3419) loss_cl: -0.2785 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [18:39:38.852995] Epoch: [44] [1540/2904] eta: 0:17:14 lr: 0.002400 loss: 0.2069 (0.2188) loss_rec_all: 0.2322 (0.2442) loss_rec_sfr: 0.2985 (0.3421) loss_cl: -0.2788 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [18:39:53.779522] Epoch: [44] [1560/2904] eta: 0:16:59 lr: 0.002400 loss: 0.2109 (0.2189) loss_rec_all: 0.2361 (0.2443) loss_rec_sfr: 0.3322 (0.3424) loss_cl: -0.2787 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [18:40:08.713952] Epoch: [44] [1580/2904] eta: 0:16:43 lr: 0.002400 loss: 0.2101 (0.2189) loss_rec_all: 0.2360 (0.2444) loss_rec_sfr: 0.3064 (0.3423) loss_cl: -0.2787 (-0.2787) time: 0.7467 data: 0.0002 max mem: 29860 [18:40:23.641884] Epoch: [44] [1600/2904] eta: 0:16:28 lr: 0.002400 loss: 0.2109 (0.2189) loss_rec_all: 0.2361 (0.2444) loss_rec_sfr: 0.3397 (0.3426) loss_cl: -0.2772 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [18:40:38.568637] Epoch: [44] [1620/2904] eta: 0:16:13 lr: 0.002400 loss: 0.2119 (0.2190) loss_rec_all: 0.2372 (0.2445) loss_rec_sfr: 0.3041 (0.3425) loss_cl: -0.2789 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [18:40:53.495511] Epoch: [44] [1640/2904] eta: 0:15:57 lr: 0.002400 loss: 0.2135 (0.2191) loss_rec_all: 0.2393 (0.2445) loss_rec_sfr: 0.3297 (0.3427) loss_cl: -0.2793 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [18:41:08.422438] Epoch: [44] [1660/2904] eta: 0:15:42 lr: 0.002400 loss: 0.2049 (0.2191) loss_rec_all: 0.2305 (0.2446) loss_rec_sfr: 0.3333 (0.3428) loss_cl: -0.2791 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [18:41:23.351801] Epoch: [44] [1680/2904] eta: 0:15:27 lr: 0.002400 loss: 0.2086 (0.2191) loss_rec_all: 0.2339 (0.2446) loss_rec_sfr: 0.3203 (0.3429) loss_cl: -0.2785 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [18:41:38.285658] Epoch: [44] [1700/2904] eta: 0:15:11 lr: 0.002400 loss: 0.2128 (0.2191) loss_rec_all: 0.2382 (0.2446) loss_rec_sfr: 0.3124 (0.3429) loss_cl: -0.2791 (-0.2787) time: 0.7467 data: 0.0002 max mem: 29860 [18:41:53.219437] Epoch: [44] [1720/2904] eta: 0:14:56 lr: 0.002400 loss: 0.2055 (0.2191) loss_rec_all: 0.2311 (0.2446) loss_rec_sfr: 0.2945 (0.3428) loss_cl: -0.2793 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [18:42:08.150915] Epoch: [44] [1740/2904] eta: 0:14:41 lr: 0.002400 loss: 0.2066 (0.2190) loss_rec_all: 0.2323 (0.2445) loss_rec_sfr: 0.3055 (0.3426) loss_cl: -0.2788 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [18:42:23.085528] Epoch: [44] [1760/2904] eta: 0:14:26 lr: 0.002400 loss: 0.2085 (0.2190) loss_rec_all: 0.2337 (0.2445) loss_rec_sfr: 0.3097 (0.3425) loss_cl: -0.2786 (-0.2787) time: 0.7467 data: 0.0002 max mem: 29860 [18:42:38.018136] Epoch: [44] [1780/2904] eta: 0:14:10 lr: 0.002400 loss: 0.2086 (0.2190) loss_rec_all: 0.2339 (0.2444) loss_rec_sfr: 0.3008 (0.3424) loss_cl: -0.2776 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [18:42:52.946947] Epoch: [44] [1800/2904] eta: 0:13:55 lr: 0.002400 loss: 0.2072 (0.2189) loss_rec_all: 0.2326 (0.2443) loss_rec_sfr: 0.3040 (0.3422) loss_cl: -0.2791 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [18:43:07.880967] Epoch: [44] [1820/2904] eta: 0:13:40 lr: 0.002400 loss: 0.2033 (0.2188) loss_rec_all: 0.2293 (0.2443) loss_rec_sfr: 0.2904 (0.3421) loss_cl: -0.2788 (-0.2787) time: 0.7467 data: 0.0002 max mem: 29860 [18:43:22.808835] Epoch: [44] [1840/2904] eta: 0:13:24 lr: 0.002400 loss: 0.2085 (0.2189) loss_rec_all: 0.2346 (0.2444) loss_rec_sfr: 0.3107 (0.3423) loss_cl: -0.2796 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [18:43:37.729916] Epoch: [44] [1860/2904] eta: 0:13:09 lr: 0.002400 loss: 0.2054 (0.2188) loss_rec_all: 0.2312 (0.2443) loss_rec_sfr: 0.2925 (0.3418) loss_cl: -0.2784 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [18:43:52.657203] Epoch: [44] [1880/2904] eta: 0:12:54 lr: 0.002400 loss: 0.2109 (0.2188) loss_rec_all: 0.2364 (0.2443) loss_rec_sfr: 0.3380 (0.3420) loss_cl: -0.2789 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [18:44:07.584827] Epoch: [44] [1900/2904] eta: 0:12:39 lr: 0.002400 loss: 0.2090 (0.2188) loss_rec_all: 0.2348 (0.2442) loss_rec_sfr: 0.2962 (0.3417) loss_cl: -0.2790 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [18:44:22.507666] Epoch: [44] [1920/2904] eta: 0:12:24 lr: 0.002400 loss: 0.2060 (0.2187) loss_rec_all: 0.2316 (0.2441) loss_rec_sfr: 0.2919 (0.3414) loss_cl: -0.2791 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [18:44:37.435245] Epoch: [44] [1940/2904] eta: 0:12:08 lr: 0.002400 loss: 0.2076 (0.2185) loss_rec_all: 0.2336 (0.2440) loss_rec_sfr: 0.2956 (0.3409) loss_cl: -0.2792 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [18:44:52.364436] Epoch: [44] [1960/2904] eta: 0:11:53 lr: 0.002400 loss: 0.2149 (0.2186) loss_rec_all: 0.2403 (0.2441) loss_rec_sfr: 0.3108 (0.3410) loss_cl: -0.2785 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [18:45:07.294894] Epoch: [44] [1980/2904] eta: 0:11:38 lr: 0.002400 loss: 0.2052 (0.2185) loss_rec_all: 0.2308 (0.2439) loss_rec_sfr: 0.3021 (0.3408) loss_cl: -0.2792 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [18:45:22.221501] Epoch: [44] [2000/2904] eta: 0:11:23 lr: 0.002400 loss: 0.2099 (0.2184) loss_rec_all: 0.2358 (0.2439) loss_rec_sfr: 0.3016 (0.3406) loss_cl: -0.2795 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [18:45:37.148298] Epoch: [44] [2020/2904] eta: 0:11:07 lr: 0.002400 loss: 0.2137 (0.2184) loss_rec_all: 0.2395 (0.2439) loss_rec_sfr: 0.3031 (0.3406) loss_cl: -0.2793 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [18:45:52.074990] Epoch: [44] [2040/2904] eta: 0:10:52 lr: 0.002400 loss: 0.2163 (0.2186) loss_rec_all: 0.2420 (0.2440) loss_rec_sfr: 0.3207 (0.3409) loss_cl: -0.2779 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [18:46:06.997465] Epoch: [44] [2060/2904] eta: 0:10:37 lr: 0.002400 loss: 0.2090 (0.2186) loss_rec_all: 0.2344 (0.2441) loss_rec_sfr: 0.3351 (0.3411) loss_cl: -0.2785 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [18:46:21.925454] Epoch: [44] [2080/2904] eta: 0:10:22 lr: 0.002400 loss: 0.2070 (0.2186) loss_rec_all: 0.2331 (0.2441) loss_rec_sfr: 0.3315 (0.3411) loss_cl: -0.2794 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [18:46:36.851975] Epoch: [44] [2100/2904] eta: 0:10:07 lr: 0.002400 loss: 0.2080 (0.2185) loss_rec_all: 0.2332 (0.2440) loss_rec_sfr: 0.3083 (0.3409) loss_cl: -0.2791 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [18:46:51.776868] Epoch: [44] [2120/2904] eta: 0:09:52 lr: 0.002400 loss: 0.2092 (0.2186) loss_rec_all: 0.2343 (0.2441) loss_rec_sfr: 0.3464 (0.3412) loss_cl: -0.2781 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [18:47:06.702426] Epoch: [44] [2140/2904] eta: 0:09:36 lr: 0.002400 loss: 0.2084 (0.2186) loss_rec_all: 0.2337 (0.2441) loss_rec_sfr: 0.3237 (0.3413) loss_cl: -0.2783 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [18:47:21.627070] Epoch: [44] [2160/2904] eta: 0:09:21 lr: 0.002400 loss: 0.2130 (0.2187) loss_rec_all: 0.2388 (0.2442) loss_rec_sfr: 0.3077 (0.3414) loss_cl: -0.2783 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [18:47:36.553823] Epoch: [44] [2180/2904] eta: 0:09:06 lr: 0.002400 loss: 0.2117 (0.2186) loss_rec_all: 0.2376 (0.2441) loss_rec_sfr: 0.3078 (0.3412) loss_cl: -0.2788 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [18:47:51.480580] Epoch: [44] [2200/2904] eta: 0:08:51 lr: 0.002400 loss: 0.2085 (0.2186) loss_rec_all: 0.2339 (0.2441) loss_rec_sfr: 0.3367 (0.3413) loss_cl: -0.2791 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [18:48:06.406789] Epoch: [44] [2220/2904] eta: 0:08:36 lr: 0.002400 loss: 0.2146 (0.2187) loss_rec_all: 0.2401 (0.2442) loss_rec_sfr: 0.3030 (0.3414) loss_cl: -0.2787 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [18:48:21.336367] Epoch: [44] [2240/2904] eta: 0:08:21 lr: 0.002400 loss: 0.2079 (0.2186) loss_rec_all: 0.2331 (0.2441) loss_rec_sfr: 0.2994 (0.3411) loss_cl: -0.2787 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [18:48:36.259496] Epoch: [44] [2260/2904] eta: 0:08:05 lr: 0.002400 loss: 0.2090 (0.2186) loss_rec_all: 0.2348 (0.2441) loss_rec_sfr: 0.3416 (0.3412) loss_cl: -0.2786 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [18:48:51.180874] Epoch: [44] [2280/2904] eta: 0:07:50 lr: 0.002400 loss: 0.2043 (0.2186) loss_rec_all: 0.2303 (0.2440) loss_rec_sfr: 0.2873 (0.3410) loss_cl: -0.2788 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [18:49:06.102879] Epoch: [44] [2300/2904] eta: 0:07:35 lr: 0.002400 loss: 0.2037 (0.2185) loss_rec_all: 0.2295 (0.2440) loss_rec_sfr: 0.3129 (0.3409) loss_cl: -0.2788 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [18:49:21.030450] Epoch: [44] [2320/2904] eta: 0:07:20 lr: 0.002400 loss: 0.2062 (0.2184) loss_rec_all: 0.2318 (0.2439) loss_rec_sfr: 0.3017 (0.3407) loss_cl: -0.2779 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [18:49:35.956105] Epoch: [44] [2340/2904] eta: 0:07:05 lr: 0.002400 loss: 0.2074 (0.2185) loss_rec_all: 0.2330 (0.2440) loss_rec_sfr: 0.3001 (0.3408) loss_cl: -0.2784 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [18:49:50.885664] Epoch: [44] [2360/2904] eta: 0:06:50 lr: 0.002400 loss: 0.2069 (0.2185) loss_rec_all: 0.2323 (0.2440) loss_rec_sfr: 0.3033 (0.3407) loss_cl: -0.2790 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [18:50:05.806210] Epoch: [44] [2380/2904] eta: 0:06:35 lr: 0.002400 loss: 0.2124 (0.2186) loss_rec_all: 0.2384 (0.2441) loss_rec_sfr: 0.3429 (0.3409) loss_cl: -0.2792 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [18:50:20.728700] Epoch: [44] [2400/2904] eta: 0:06:20 lr: 0.002400 loss: 0.2058 (0.2186) loss_rec_all: 0.2316 (0.2441) loss_rec_sfr: 0.3232 (0.3410) loss_cl: -0.2795 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [18:50:35.656194] Epoch: [44] [2420/2904] eta: 0:06:04 lr: 0.002400 loss: 0.2127 (0.2186) loss_rec_all: 0.2386 (0.2441) loss_rec_sfr: 0.3045 (0.3410) loss_cl: -0.2787 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [18:50:50.585686] Epoch: [44] [2440/2904] eta: 0:05:49 lr: 0.002400 loss: 0.2089 (0.2186) loss_rec_all: 0.2346 (0.2441) loss_rec_sfr: 0.3076 (0.3411) loss_cl: -0.2777 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [18:51:05.514467] Epoch: [44] [2460/2904] eta: 0:05:34 lr: 0.002400 loss: 0.2090 (0.2186) loss_rec_all: 0.2348 (0.2441) loss_rec_sfr: 0.2922 (0.3409) loss_cl: -0.2784 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [18:51:20.443177] Epoch: [44] [2480/2904] eta: 0:05:19 lr: 0.002400 loss: 0.2084 (0.2186) loss_rec_all: 0.2340 (0.2441) loss_rec_sfr: 0.3134 (0.3409) loss_cl: -0.2789 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [18:51:35.372353] Epoch: [44] [2500/2904] eta: 0:05:04 lr: 0.002400 loss: 0.2064 (0.2186) loss_rec_all: 0.2324 (0.2441) loss_rec_sfr: 0.3088 (0.3410) loss_cl: -0.2796 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [18:51:50.296414] Epoch: [44] [2520/2904] eta: 0:04:49 lr: 0.002400 loss: 0.2048 (0.2185) loss_rec_all: 0.2308 (0.2440) loss_rec_sfr: 0.2992 (0.3407) loss_cl: -0.2796 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [18:52:05.230461] Epoch: [44] [2540/2904] eta: 0:04:34 lr: 0.002400 loss: 0.2187 (0.2186) loss_rec_all: 0.2443 (0.2441) loss_rec_sfr: 0.3046 (0.3409) loss_cl: -0.2777 (-0.2787) time: 0.7467 data: 0.0002 max mem: 29860 [18:52:20.163772] Epoch: [44] [2560/2904] eta: 0:04:19 lr: 0.002400 loss: 0.2077 (0.2186) loss_rec_all: 0.2329 (0.2441) loss_rec_sfr: 0.2932 (0.3408) loss_cl: -0.2777 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [18:52:35.086218] Epoch: [44] [2580/2904] eta: 0:04:04 lr: 0.002400 loss: 0.2075 (0.2186) loss_rec_all: 0.2331 (0.2441) loss_rec_sfr: 0.2980 (0.3409) loss_cl: -0.2790 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [18:52:50.014409] Epoch: [44] [2600/2904] eta: 0:03:49 lr: 0.002400 loss: 0.2048 (0.2187) loss_rec_all: 0.2308 (0.2441) loss_rec_sfr: 0.2965 (0.3409) loss_cl: -0.2790 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [18:53:04.939879] Epoch: [44] [2620/2904] eta: 0:03:33 lr: 0.002400 loss: 0.2153 (0.2188) loss_rec_all: 0.2415 (0.2443) loss_rec_sfr: 0.3393 (0.3413) loss_cl: -0.2789 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [18:53:19.872610] Epoch: [44] [2640/2904] eta: 0:03:18 lr: 0.002400 loss: 0.2064 (0.2187) loss_rec_all: 0.2325 (0.2442) loss_rec_sfr: 0.3006 (0.3411) loss_cl: -0.2789 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [18:53:34.815202] Epoch: [44] [2660/2904] eta: 0:03:03 lr: 0.002400 loss: 0.2072 (0.2187) loss_rec_all: 0.2328 (0.2442) loss_rec_sfr: 0.3113 (0.3411) loss_cl: -0.2785 (-0.2787) time: 0.7471 data: 0.0002 max mem: 29860 [18:53:49.747279] Epoch: [44] [2680/2904] eta: 0:02:48 lr: 0.002400 loss: 0.2067 (0.2187) loss_rec_all: 0.2323 (0.2442) loss_rec_sfr: 0.3098 (0.3410) loss_cl: -0.2785 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [18:54:04.684120] Epoch: [44] [2700/2904] eta: 0:02:33 lr: 0.002400 loss: 0.2084 (0.2187) loss_rec_all: 0.2345 (0.2442) loss_rec_sfr: 0.3018 (0.3409) loss_cl: -0.2784 (-0.2787) time: 0.7468 data: 0.0002 max mem: 29860 [18:54:19.627601] Epoch: [44] [2720/2904] eta: 0:02:18 lr: 0.002400 loss: 0.2090 (0.2187) loss_rec_all: 0.2342 (0.2442) loss_rec_sfr: 0.3109 (0.3409) loss_cl: -0.2779 (-0.2787) time: 0.7471 data: 0.0002 max mem: 29860 [18:54:34.561583] Epoch: [44] [2740/2904] eta: 0:02:03 lr: 0.002400 loss: 0.2066 (0.2187) loss_rec_all: 0.2321 (0.2442) loss_rec_sfr: 0.3032 (0.3408) loss_cl: -0.2790 (-0.2787) time: 0.7467 data: 0.0002 max mem: 29860 [18:54:49.496677] Epoch: [44] [2760/2904] eta: 0:01:48 lr: 0.002400 loss: 0.2079 (0.2187) loss_rec_all: 0.2333 (0.2442) loss_rec_sfr: 0.3352 (0.3410) loss_cl: -0.2793 (-0.2787) time: 0.7467 data: 0.0002 max mem: 29860 [18:55:04.415590] Epoch: [44] [2780/2904] eta: 0:01:33 lr: 0.002400 loss: 0.2050 (0.2187) loss_rec_all: 0.2310 (0.2442) loss_rec_sfr: 0.3254 (0.3409) loss_cl: -0.2794 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [18:55:19.335846] Epoch: [44] [2800/2904] eta: 0:01:18 lr: 0.002400 loss: 0.2118 (0.2187) loss_rec_all: 0.2373 (0.2442) loss_rec_sfr: 0.3284 (0.3410) loss_cl: -0.2787 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [18:55:34.260621] Epoch: [44] [2820/2904] eta: 0:01:03 lr: 0.002400 loss: 0.2038 (0.2187) loss_rec_all: 0.2292 (0.2442) loss_rec_sfr: 0.3035 (0.3410) loss_cl: -0.2786 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [18:55:49.217478] Epoch: [44] [2840/2904] eta: 0:00:48 lr: 0.002400 loss: 0.2096 (0.2187) loss_rec_all: 0.2355 (0.2442) loss_rec_sfr: 0.2994 (0.3410) loss_cl: -0.2784 (-0.2787) time: 0.7478 data: 0.0023 max mem: 29860 [18:56:04.126600] Epoch: [44] [2860/2904] eta: 0:00:33 lr: 0.002400 loss: 0.2090 (0.2187) loss_rec_all: 0.2345 (0.2441) loss_rec_sfr: 0.3348 (0.3410) loss_cl: -0.2787 (-0.2787) time: 0.7454 data: 0.0001 max mem: 29860 [18:56:19.029403] Epoch: [44] [2880/2904] eta: 0:00:18 lr: 0.002400 loss: 0.2021 (0.2187) loss_rec_all: 0.2281 (0.2442) loss_rec_sfr: 0.2842 (0.3410) loss_cl: -0.2791 (-0.2787) time: 0.7451 data: 0.0001 max mem: 29860 [18:56:33.932520] Epoch: [44] [2900/2904] eta: 0:00:03 lr: 0.002400 loss: 0.2049 (0.2187) loss_rec_all: 0.2308 (0.2441) loss_rec_sfr: 0.2996 (0.3409) loss_cl: -0.2789 (-0.2787) time: 0.7451 data: 0.0001 max mem: 29860 [18:56:36.175455] Epoch: [44] [2903/2904] eta: 0:00:00 lr: 0.002400 loss: 0.2049 (0.2187) loss_rec_all: 0.2308 (0.2441) loss_rec_sfr: 0.3045 (0.3409) loss_cl: -0.2789 (-0.2787) time: 0.7451 data: 0.0001 max mem: 29860 [18:56:38.265276] Epoch: [44] Total time: 0:36:28 (0.7536 s / it) [18:56:38.267259] Averaged stats: lr: 0.002400 loss: 0.2049 (0.2206) loss_rec_all: 0.2308 (0.2437) loss_rec_sfr: 0.3045 (0.3409) loss_cl: -0.2789 (-0.2554) [18:56:38.271945] log_dir: ./checkpoint/VF2_ViT-B [18:56:54.844975] Epoch: [45] [ 0/2904] eta: 13:22:05 lr: 0.002400 loss: 0.2099 (0.2099) loss_rec_all: 0.2351 (0.2351) loss_rec_sfr: 0.3638 (0.3638) loss_cl: -0.2777 (-0.2777) time: 16.5723 data: 12.4117 max mem: 29860 [18:57:11.362934] Epoch: [45] [ 20/2904] eta: 1:15:44 lr: 0.002400 loss: 0.2049 (0.2141) loss_rec_all: 0.2303 (0.2396) loss_rec_sfr: 0.3010 (0.3375) loss_cl: -0.2783 (-0.2782) time: 0.8259 data: 0.0674 max mem: 29860 [18:57:26.240491] Epoch: [45] [ 40/2904] eta: 0:55:50 lr: 0.002400 loss: 0.2085 (0.2166) loss_rec_all: 0.2343 (0.2421) loss_rec_sfr: 0.3394 (0.3420) loss_cl: -0.2788 (-0.2784) time: 0.7438 data: 0.0002 max mem: 29860 [18:57:41.127586] Epoch: [45] [ 60/2904] eta: 0:48:50 lr: 0.002400 loss: 0.2063 (0.2160) loss_rec_all: 0.2322 (0.2415) loss_rec_sfr: 0.3097 (0.3392) loss_cl: -0.2789 (-0.2786) time: 0.7443 data: 0.0003 max mem: 29860 [18:57:56.011668] Epoch: [45] [ 80/2904] eta: 0:45:10 lr: 0.002400 loss: 0.2039 (0.2157) loss_rec_all: 0.2298 (0.2412) loss_rec_sfr: 0.3014 (0.3375) loss_cl: -0.2788 (-0.2786) time: 0.7442 data: 0.0003 max mem: 29860 [18:58:10.915174] Epoch: [45] [ 100/2904] eta: 0:42:51 lr: 0.002400 loss: 0.2091 (0.2166) loss_rec_all: 0.2349 (0.2421) loss_rec_sfr: 0.3021 (0.3390) loss_cl: -0.2788 (-0.2786) time: 0.7451 data: 0.0002 max mem: 29860 [18:58:25.823277] Epoch: [45] [ 120/2904] eta: 0:41:14 lr: 0.002400 loss: 0.2075 (0.2166) loss_rec_all: 0.2334 (0.2421) loss_rec_sfr: 0.3010 (0.3382) loss_cl: -0.2792 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [18:58:40.741219] Epoch: [45] [ 140/2904] eta: 0:40:00 lr: 0.002400 loss: 0.2061 (0.2163) loss_rec_all: 0.2322 (0.2418) loss_rec_sfr: 0.2982 (0.3370) loss_cl: -0.2794 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [18:58:55.687308] Epoch: [45] [ 160/2904] eta: 0:39:01 lr: 0.002400 loss: 0.2046 (0.2164) loss_rec_all: 0.2300 (0.2419) loss_rec_sfr: 0.3476 (0.3393) loss_cl: -0.2783 (-0.2787) time: 0.7472 data: 0.0003 max mem: 29860 [18:59:10.608201] Epoch: [45] [ 180/2904] eta: 0:38:12 lr: 0.002400 loss: 0.2042 (0.2168) loss_rec_all: 0.2295 (0.2423) loss_rec_sfr: 0.3558 (0.3426) loss_cl: -0.2775 (-0.2786) time: 0.7460 data: 0.0003 max mem: 29860 [18:59:25.526520] Epoch: [45] [ 200/2904] eta: 0:37:29 lr: 0.002400 loss: 0.2113 (0.2175) loss_rec_all: 0.2366 (0.2429) loss_rec_sfr: 0.3113 (0.3434) loss_cl: -0.2777 (-0.2785) time: 0.7459 data: 0.0004 max mem: 29860 [18:59:40.447655] Epoch: [45] [ 220/2904] eta: 0:36:52 lr: 0.002400 loss: 0.2114 (0.2179) loss_rec_all: 0.2372 (0.2434) loss_rec_sfr: 0.3020 (0.3441) loss_cl: -0.2787 (-0.2785) time: 0.7460 data: 0.0004 max mem: 29860 [18:59:55.364613] Epoch: [45] [ 240/2904] eta: 0:36:18 lr: 0.002400 loss: 0.2047 (0.2175) loss_rec_all: 0.2305 (0.2429) loss_rec_sfr: 0.3072 (0.3429) loss_cl: -0.2798 (-0.2786) time: 0.7458 data: 0.0003 max mem: 29860 [19:00:10.287766] Epoch: [45] [ 260/2904] eta: 0:35:47 lr: 0.002400 loss: 0.2049 (0.2171) loss_rec_all: 0.2310 (0.2425) loss_rec_sfr: 0.3018 (0.3418) loss_cl: -0.2797 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [19:00:25.212891] Epoch: [45] [ 280/2904] eta: 0:35:19 lr: 0.002400 loss: 0.2074 (0.2171) loss_rec_all: 0.2333 (0.2426) loss_rec_sfr: 0.3288 (0.3426) loss_cl: -0.2788 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [19:00:40.137574] Epoch: [45] [ 300/2904] eta: 0:34:52 lr: 0.002400 loss: 0.2074 (0.2165) loss_rec_all: 0.2329 (0.2420) loss_rec_sfr: 0.3031 (0.3410) loss_cl: -0.2781 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [19:00:55.054806] Epoch: [45] [ 320/2904] eta: 0:34:26 lr: 0.002400 loss: 0.2069 (0.2166) loss_rec_all: 0.2325 (0.2420) loss_rec_sfr: 0.2973 (0.3407) loss_cl: -0.2784 (-0.2787) time: 0.7458 data: 0.0003 max mem: 29860 [19:01:09.978587] Epoch: [45] [ 340/2904] eta: 0:34:02 lr: 0.002400 loss: 0.2105 (0.2169) loss_rec_all: 0.2361 (0.2424) loss_rec_sfr: 0.3117 (0.3413) loss_cl: -0.2789 (-0.2787) time: 0.7461 data: 0.0003 max mem: 29860 [19:01:24.904319] Epoch: [45] [ 360/2904] eta: 0:33:39 lr: 0.002400 loss: 0.2112 (0.2170) loss_rec_all: 0.2367 (0.2425) loss_rec_sfr: 0.3266 (0.3416) loss_cl: -0.2793 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [19:01:39.823722] Epoch: [45] [ 380/2904] eta: 0:33:17 lr: 0.002400 loss: 0.2073 (0.2170) loss_rec_all: 0.2330 (0.2425) loss_rec_sfr: 0.3178 (0.3413) loss_cl: -0.2783 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [19:01:54.752812] Epoch: [45] [ 400/2904] eta: 0:32:56 lr: 0.002400 loss: 0.2092 (0.2167) loss_rec_all: 0.2344 (0.2422) loss_rec_sfr: 0.2968 (0.3398) loss_cl: -0.2776 (-0.2787) time: 0.7464 data: 0.0003 max mem: 29860 [19:02:09.692607] Epoch: [45] [ 420/2904] eta: 0:32:35 lr: 0.002400 loss: 0.2140 (0.2172) loss_rec_all: 0.2396 (0.2427) loss_rec_sfr: 0.3062 (0.3406) loss_cl: -0.2788 (-0.2786) time: 0.7469 data: 0.0003 max mem: 29860 [19:02:24.628383] Epoch: [45] [ 440/2904] eta: 0:32:15 lr: 0.002400 loss: 0.2087 (0.2177) loss_rec_all: 0.2349 (0.2432) loss_rec_sfr: 0.3399 (0.3421) loss_cl: -0.2802 (-0.2787) time: 0.7467 data: 0.0003 max mem: 29860 [19:02:39.570678] Epoch: [45] [ 460/2904] eta: 0:31:55 lr: 0.002400 loss: 0.2054 (0.2176) loss_rec_all: 0.2312 (0.2431) loss_rec_sfr: 0.3030 (0.3413) loss_cl: -0.2795 (-0.2787) time: 0.7470 data: 0.0004 max mem: 29860 [19:02:54.506771] Epoch: [45] [ 480/2904] eta: 0:31:35 lr: 0.002400 loss: 0.2032 (0.2175) loss_rec_all: 0.2291 (0.2430) loss_rec_sfr: 0.2839 (0.3404) loss_cl: -0.2783 (-0.2787) time: 0.7468 data: 0.0003 max mem: 29860 [19:03:09.435538] Epoch: [45] [ 500/2904] eta: 0:31:16 lr: 0.002400 loss: 0.2059 (0.2179) loss_rec_all: 0.2316 (0.2433) loss_rec_sfr: 0.3347 (0.3417) loss_cl: -0.2787 (-0.2787) time: 0.7464 data: 0.0003 max mem: 29860 [19:03:24.369419] Epoch: [45] [ 520/2904] eta: 0:30:58 lr: 0.002400 loss: 0.2073 (0.2177) loss_rec_all: 0.2328 (0.2432) loss_rec_sfr: 0.3020 (0.3406) loss_cl: -0.2783 (-0.2787) time: 0.7467 data: 0.0003 max mem: 29860 [19:03:39.297363] Epoch: [45] [ 540/2904] eta: 0:30:39 lr: 0.002400 loss: 0.2077 (0.2177) loss_rec_all: 0.2333 (0.2432) loss_rec_sfr: 0.3130 (0.3406) loss_cl: -0.2788 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [19:03:54.216528] Epoch: [45] [ 560/2904] eta: 0:30:21 lr: 0.002400 loss: 0.2081 (0.2176) loss_rec_all: 0.2342 (0.2431) loss_rec_sfr: 0.2958 (0.3401) loss_cl: -0.2783 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [19:04:09.139240] Epoch: [45] [ 580/2904] eta: 0:30:03 lr: 0.002400 loss: 0.2163 (0.2181) loss_rec_all: 0.2422 (0.2436) loss_rec_sfr: 0.3511 (0.3419) loss_cl: -0.2787 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [19:04:24.060888] Epoch: [45] [ 600/2904] eta: 0:29:45 lr: 0.002400 loss: 0.2096 (0.2182) loss_rec_all: 0.2354 (0.2437) loss_rec_sfr: 0.3295 (0.3422) loss_cl: -0.2791 (-0.2787) time: 0.7460 data: 0.0003 max mem: 29860 [19:04:38.978599] Epoch: [45] [ 620/2904] eta: 0:29:27 lr: 0.002400 loss: 0.2055 (0.2182) loss_rec_all: 0.2314 (0.2437) loss_rec_sfr: 0.3413 (0.3427) loss_cl: -0.2788 (-0.2787) time: 0.7458 data: 0.0003 max mem: 29860 [19:04:53.894445] Epoch: [45] [ 640/2904] eta: 0:29:10 lr: 0.002400 loss: 0.2084 (0.2181) loss_rec_all: 0.2338 (0.2436) loss_rec_sfr: 0.3061 (0.3424) loss_cl: -0.2783 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [19:05:08.820814] Epoch: [45] [ 660/2904] eta: 0:28:53 lr: 0.002400 loss: 0.2063 (0.2180) loss_rec_all: 0.2316 (0.2435) loss_rec_sfr: 0.3112 (0.3421) loss_cl: -0.2787 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [19:05:23.741065] Epoch: [45] [ 680/2904] eta: 0:28:35 lr: 0.002400 loss: 0.2082 (0.2180) loss_rec_all: 0.2337 (0.2434) loss_rec_sfr: 0.2983 (0.3421) loss_cl: -0.2784 (-0.2787) time: 0.7460 data: 0.0003 max mem: 29860 [19:05:38.660580] Epoch: [45] [ 700/2904] eta: 0:28:18 lr: 0.002400 loss: 0.2043 (0.2181) loss_rec_all: 0.2302 (0.2436) loss_rec_sfr: 0.3031 (0.3422) loss_cl: -0.2785 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [19:05:53.575668] Epoch: [45] [ 720/2904] eta: 0:28:01 lr: 0.002400 loss: 0.2068 (0.2180) loss_rec_all: 0.2325 (0.2435) loss_rec_sfr: 0.2960 (0.3415) loss_cl: -0.2796 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [19:06:08.483491] Epoch: [45] [ 740/2904] eta: 0:27:45 lr: 0.002400 loss: 0.2087 (0.2181) loss_rec_all: 0.2340 (0.2435) loss_rec_sfr: 0.3027 (0.3412) loss_cl: -0.2791 (-0.2787) time: 0.7453 data: 0.0003 max mem: 29860 [19:06:23.403304] Epoch: [45] [ 760/2904] eta: 0:27:28 lr: 0.002400 loss: 0.2072 (0.2183) loss_rec_all: 0.2326 (0.2438) loss_rec_sfr: 0.2942 (0.3416) loss_cl: -0.2788 (-0.2787) time: 0.7459 data: 0.0003 max mem: 29860 [19:06:38.322661] Epoch: [45] [ 780/2904] eta: 0:27:11 lr: 0.002400 loss: 0.2075 (0.2182) loss_rec_all: 0.2334 (0.2437) loss_rec_sfr: 0.2879 (0.3410) loss_cl: -0.2795 (-0.2787) time: 0.7459 data: 0.0003 max mem: 29860 [19:06:53.242321] Epoch: [45] [ 800/2904] eta: 0:26:55 lr: 0.002400 loss: 0.2059 (0.2181) loss_rec_all: 0.2316 (0.2436) loss_rec_sfr: 0.2914 (0.3405) loss_cl: -0.2781 (-0.2787) time: 0.7459 data: 0.0003 max mem: 29860 [19:07:08.164123] Epoch: [45] [ 820/2904] eta: 0:26:38 lr: 0.002400 loss: 0.2058 (0.2181) loss_rec_all: 0.2321 (0.2436) loss_rec_sfr: 0.3006 (0.3401) loss_cl: -0.2787 (-0.2787) time: 0.7460 data: 0.0003 max mem: 29860 [19:07:23.079505] Epoch: [45] [ 840/2904] eta: 0:26:22 lr: 0.002400 loss: 0.2053 (0.2178) loss_rec_all: 0.2309 (0.2433) loss_rec_sfr: 0.3119 (0.3395) loss_cl: -0.2781 (-0.2787) time: 0.7457 data: 0.0003 max mem: 29860 [19:07:37.998406] Epoch: [45] [ 860/2904] eta: 0:26:06 lr: 0.002400 loss: 0.2064 (0.2180) loss_rec_all: 0.2324 (0.2435) loss_rec_sfr: 0.3030 (0.3400) loss_cl: -0.2787 (-0.2787) time: 0.7459 data: 0.0003 max mem: 29860 [19:07:52.905467] Epoch: [45] [ 880/2904] eta: 0:25:49 lr: 0.002400 loss: 0.2074 (0.2179) loss_rec_all: 0.2331 (0.2434) loss_rec_sfr: 0.3004 (0.3397) loss_cl: -0.2795 (-0.2787) time: 0.7453 data: 0.0003 max mem: 29860 [19:08:07.818310] Epoch: [45] [ 900/2904] eta: 0:25:33 lr: 0.002400 loss: 0.2095 (0.2182) loss_rec_all: 0.2355 (0.2437) loss_rec_sfr: 0.3394 (0.3406) loss_cl: -0.2793 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [19:08:22.729077] Epoch: [45] [ 920/2904] eta: 0:25:17 lr: 0.002400 loss: 0.2036 (0.2180) loss_rec_all: 0.2294 (0.2435) loss_rec_sfr: 0.3224 (0.3405) loss_cl: -0.2786 (-0.2787) time: 0.7455 data: 0.0003 max mem: 29860 [19:08:37.643161] Epoch: [45] [ 940/2904] eta: 0:25:01 lr: 0.002400 loss: 0.2031 (0.2179) loss_rec_all: 0.2292 (0.2434) loss_rec_sfr: 0.3291 (0.3403) loss_cl: -0.2785 (-0.2787) time: 0.7457 data: 0.0003 max mem: 29860 [19:08:52.561303] Epoch: [45] [ 960/2904] eta: 0:24:45 lr: 0.002400 loss: 0.2072 (0.2177) loss_rec_all: 0.2327 (0.2432) loss_rec_sfr: 0.2937 (0.3393) loss_cl: -0.2784 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [19:09:07.483812] Epoch: [45] [ 980/2904] eta: 0:24:29 lr: 0.002400 loss: 0.2052 (0.2176) loss_rec_all: 0.2310 (0.2431) loss_rec_sfr: 0.3379 (0.3393) loss_cl: -0.2794 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [19:09:22.395415] Epoch: [45] [1000/2904] eta: 0:24:13 lr: 0.002400 loss: 0.2068 (0.2174) loss_rec_all: 0.2323 (0.2429) loss_rec_sfr: 0.3016 (0.3387) loss_cl: -0.2794 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [19:09:37.318457] Epoch: [45] [1020/2904] eta: 0:23:57 lr: 0.002400 loss: 0.2036 (0.2173) loss_rec_all: 0.2292 (0.2428) loss_rec_sfr: 0.3053 (0.3384) loss_cl: -0.2782 (-0.2787) time: 0.7461 data: 0.0004 max mem: 29860 [19:09:52.233106] Epoch: [45] [1040/2904] eta: 0:23:41 lr: 0.002400 loss: 0.2048 (0.2173) loss_rec_all: 0.2307 (0.2428) loss_rec_sfr: 0.2978 (0.3382) loss_cl: -0.2793 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [19:10:07.153973] Epoch: [45] [1060/2904] eta: 0:23:25 lr: 0.002400 loss: 0.2031 (0.2171) loss_rec_all: 0.2290 (0.2426) loss_rec_sfr: 0.2942 (0.3377) loss_cl: -0.2795 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [19:10:22.067141] Epoch: [45] [1080/2904] eta: 0:23:09 lr: 0.002400 loss: 0.2110 (0.2173) loss_rec_all: 0.2366 (0.2428) loss_rec_sfr: 0.3026 (0.3379) loss_cl: -0.2797 (-0.2787) time: 0.7456 data: 0.0003 max mem: 29860 [19:10:36.982269] Epoch: [45] [1100/2904] eta: 0:22:54 lr: 0.002400 loss: 0.2083 (0.2173) loss_rec_all: 0.2340 (0.2428) loss_rec_sfr: 0.2997 (0.3378) loss_cl: -0.2788 (-0.2787) time: 0.7457 data: 0.0003 max mem: 29860 [19:10:51.899728] Epoch: [45] [1120/2904] eta: 0:22:38 lr: 0.002400 loss: 0.2087 (0.2173) loss_rec_all: 0.2343 (0.2428) loss_rec_sfr: 0.3027 (0.3379) loss_cl: -0.2784 (-0.2787) time: 0.7458 data: 0.0003 max mem: 29860 [19:11:06.816912] Epoch: [45] [1140/2904] eta: 0:22:22 lr: 0.002400 loss: 0.2095 (0.2173) loss_rec_all: 0.2353 (0.2428) loss_rec_sfr: 0.3041 (0.3380) loss_cl: -0.2788 (-0.2787) time: 0.7458 data: 0.0003 max mem: 29860 [19:11:21.735415] Epoch: [45] [1160/2904] eta: 0:22:07 lr: 0.002400 loss: 0.2091 (0.2174) loss_rec_all: 0.2347 (0.2429) loss_rec_sfr: 0.3048 (0.3382) loss_cl: -0.2793 (-0.2787) time: 0.7459 data: 0.0004 max mem: 29860 [19:11:36.656195] Epoch: [45] [1180/2904] eta: 0:21:51 lr: 0.002400 loss: 0.2131 (0.2175) loss_rec_all: 0.2385 (0.2430) loss_rec_sfr: 0.3333 (0.3388) loss_cl: -0.2784 (-0.2787) time: 0.7460 data: 0.0003 max mem: 29860 [19:11:51.563936] Epoch: [45] [1200/2904] eta: 0:21:35 lr: 0.002400 loss: 0.2143 (0.2176) loss_rec_all: 0.2398 (0.2431) loss_rec_sfr: 0.3083 (0.3389) loss_cl: -0.2784 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [19:12:06.483303] Epoch: [45] [1220/2904] eta: 0:21:20 lr: 0.002400 loss: 0.2056 (0.2176) loss_rec_all: 0.2314 (0.2431) loss_rec_sfr: 0.3370 (0.3391) loss_cl: -0.2784 (-0.2787) time: 0.7459 data: 0.0003 max mem: 29860 [19:12:21.401162] Epoch: [45] [1240/2904] eta: 0:21:04 lr: 0.002400 loss: 0.2045 (0.2175) loss_rec_all: 0.2305 (0.2430) loss_rec_sfr: 0.3057 (0.3389) loss_cl: -0.2786 (-0.2787) time: 0.7458 data: 0.0003 max mem: 29860 [19:12:36.321006] Epoch: [45] [1260/2904] eta: 0:20:48 lr: 0.002400 loss: 0.2050 (0.2174) loss_rec_all: 0.2304 (0.2429) loss_rec_sfr: 0.3113 (0.3386) loss_cl: -0.2790 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [19:12:51.239209] Epoch: [45] [1280/2904] eta: 0:20:33 lr: 0.002400 loss: 0.2096 (0.2174) loss_rec_all: 0.2351 (0.2429) loss_rec_sfr: 0.3386 (0.3388) loss_cl: -0.2791 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [19:13:06.157423] Epoch: [45] [1300/2904] eta: 0:20:17 lr: 0.002400 loss: 0.2059 (0.2175) loss_rec_all: 0.2317 (0.2430) loss_rec_sfr: 0.2947 (0.3388) loss_cl: -0.2795 (-0.2787) time: 0.7459 data: 0.0003 max mem: 29860 [19:13:21.074928] Epoch: [45] [1320/2904] eta: 0:20:02 lr: 0.002400 loss: 0.2047 (0.2176) loss_rec_all: 0.2300 (0.2431) loss_rec_sfr: 0.3429 (0.3393) loss_cl: -0.2782 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [19:13:35.991377] Epoch: [45] [1340/2904] eta: 0:19:46 lr: 0.002400 loss: 0.2064 (0.2175) loss_rec_all: 0.2319 (0.2430) loss_rec_sfr: 0.3307 (0.3392) loss_cl: -0.2787 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [19:13:50.900838] Epoch: [45] [1360/2904] eta: 0:19:31 lr: 0.002400 loss: 0.2088 (0.2175) loss_rec_all: 0.2340 (0.2430) loss_rec_sfr: 0.2979 (0.3390) loss_cl: -0.2783 (-0.2787) time: 0.7454 data: 0.0003 max mem: 29860 [19:14:05.813451] Epoch: [45] [1380/2904] eta: 0:19:15 lr: 0.002400 loss: 0.2062 (0.2174) loss_rec_all: 0.2316 (0.2429) loss_rec_sfr: 0.3004 (0.3389) loss_cl: -0.2786 (-0.2787) time: 0.7456 data: 0.0003 max mem: 29860 [19:14:20.735270] Epoch: [45] [1400/2904] eta: 0:19:00 lr: 0.002400 loss: 0.2077 (0.2175) loss_rec_all: 0.2329 (0.2430) loss_rec_sfr: 0.3522 (0.3392) loss_cl: -0.2793 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [19:14:35.654026] Epoch: [45] [1420/2904] eta: 0:18:45 lr: 0.002400 loss: 0.2068 (0.2175) loss_rec_all: 0.2329 (0.2430) loss_rec_sfr: 0.3134 (0.3392) loss_cl: -0.2788 (-0.2787) time: 0.7459 data: 0.0003 max mem: 29860 [19:14:50.566487] Epoch: [45] [1440/2904] eta: 0:18:29 lr: 0.002400 loss: 0.2027 (0.2175) loss_rec_all: 0.2287 (0.2430) loss_rec_sfr: 0.3213 (0.3393) loss_cl: -0.2789 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [19:15:05.485994] Epoch: [45] [1460/2904] eta: 0:18:14 lr: 0.002400 loss: 0.2094 (0.2175) loss_rec_all: 0.2348 (0.2430) loss_rec_sfr: 0.2937 (0.3391) loss_cl: -0.2787 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [19:15:20.398798] Epoch: [45] [1480/2904] eta: 0:17:58 lr: 0.002400 loss: 0.2095 (0.2176) loss_rec_all: 0.2350 (0.2431) loss_rec_sfr: 0.3153 (0.3394) loss_cl: -0.2794 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [19:15:35.316988] Epoch: [45] [1500/2904] eta: 0:17:43 lr: 0.002400 loss: 0.2064 (0.2177) loss_rec_all: 0.2318 (0.2432) loss_rec_sfr: 0.3394 (0.3398) loss_cl: -0.2783 (-0.2787) time: 0.7459 data: 0.0003 max mem: 29860 [19:15:50.232407] Epoch: [45] [1520/2904] eta: 0:17:28 lr: 0.002400 loss: 0.2034 (0.2177) loss_rec_all: 0.2293 (0.2432) loss_rec_sfr: 0.2980 (0.3397) loss_cl: -0.2782 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [19:16:05.147903] Epoch: [45] [1540/2904] eta: 0:17:12 lr: 0.002400 loss: 0.2095 (0.2176) loss_rec_all: 0.2355 (0.2431) loss_rec_sfr: 0.2958 (0.3393) loss_cl: -0.2783 (-0.2787) time: 0.7457 data: 0.0003 max mem: 29860 [19:16:20.060571] Epoch: [45] [1560/2904] eta: 0:16:57 lr: 0.002400 loss: 0.2089 (0.2176) loss_rec_all: 0.2345 (0.2431) loss_rec_sfr: 0.3496 (0.3395) loss_cl: -0.2793 (-0.2787) time: 0.7456 data: 0.0003 max mem: 29860 [19:16:34.982429] Epoch: [45] [1580/2904] eta: 0:16:42 lr: 0.002400 loss: 0.2113 (0.2177) loss_rec_all: 0.2370 (0.2432) loss_rec_sfr: 0.2992 (0.3397) loss_cl: -0.2791 (-0.2787) time: 0.7460 data: 0.0003 max mem: 29860 [19:16:49.898406] Epoch: [45] [1600/2904] eta: 0:16:26 lr: 0.002400 loss: 0.2068 (0.2177) loss_rec_all: 0.2325 (0.2432) loss_rec_sfr: 0.3144 (0.3397) loss_cl: -0.2789 (-0.2787) time: 0.7458 data: 0.0003 max mem: 29860 [19:17:04.816418] Epoch: [45] [1620/2904] eta: 0:16:11 lr: 0.002400 loss: 0.2053 (0.2177) loss_rec_all: 0.2312 (0.2432) loss_rec_sfr: 0.3014 (0.3395) loss_cl: -0.2784 (-0.2787) time: 0.7458 data: 0.0003 max mem: 29860 [19:17:19.731358] Epoch: [45] [1640/2904] eta: 0:15:56 lr: 0.002400 loss: 0.2040 (0.2175) loss_rec_all: 0.2300 (0.2430) loss_rec_sfr: 0.2975 (0.3391) loss_cl: -0.2792 (-0.2787) time: 0.7457 data: 0.0003 max mem: 29860 [19:17:34.648667] Epoch: [45] [1660/2904] eta: 0:15:40 lr: 0.002400 loss: 0.2045 (0.2175) loss_rec_all: 0.2301 (0.2430) loss_rec_sfr: 0.3043 (0.3390) loss_cl: -0.2797 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [19:17:49.566429] Epoch: [45] [1680/2904] eta: 0:15:25 lr: 0.002400 loss: 0.2125 (0.2176) loss_rec_all: 0.2382 (0.2431) loss_rec_sfr: 0.3033 (0.3393) loss_cl: -0.2785 (-0.2787) time: 0.7458 data: 0.0003 max mem: 29860 [19:18:04.485506] Epoch: [45] [1700/2904] eta: 0:15:10 lr: 0.002400 loss: 0.2101 (0.2177) loss_rec_all: 0.2359 (0.2432) loss_rec_sfr: 0.3316 (0.3395) loss_cl: -0.2782 (-0.2787) time: 0.7459 data: 0.0003 max mem: 29860 [19:18:19.398441] Epoch: [45] [1720/2904] eta: 0:14:55 lr: 0.002400 loss: 0.2047 (0.2177) loss_rec_all: 0.2308 (0.2432) loss_rec_sfr: 0.3312 (0.3396) loss_cl: -0.2783 (-0.2787) time: 0.7456 data: 0.0003 max mem: 29860 [19:18:34.315696] Epoch: [45] [1740/2904] eta: 0:14:39 lr: 0.002400 loss: 0.2064 (0.2176) loss_rec_all: 0.2322 (0.2431) loss_rec_sfr: 0.3103 (0.3394) loss_cl: -0.2787 (-0.2787) time: 0.7458 data: 0.0003 max mem: 29860 [19:18:49.229945] Epoch: [45] [1760/2904] eta: 0:14:24 lr: 0.002400 loss: 0.2104 (0.2177) loss_rec_all: 0.2359 (0.2432) loss_rec_sfr: 0.3485 (0.3396) loss_cl: -0.2784 (-0.2787) time: 0.7457 data: 0.0003 max mem: 29860 [19:19:04.143897] Epoch: [45] [1780/2904] eta: 0:14:09 lr: 0.002400 loss: 0.2073 (0.2177) loss_rec_all: 0.2331 (0.2432) loss_rec_sfr: 0.3371 (0.3398) loss_cl: -0.2795 (-0.2787) time: 0.7457 data: 0.0003 max mem: 29860 [19:19:19.060453] Epoch: [45] [1800/2904] eta: 0:13:54 lr: 0.002400 loss: 0.2083 (0.2177) loss_rec_all: 0.2342 (0.2432) loss_rec_sfr: 0.3064 (0.3397) loss_cl: -0.2795 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [19:19:33.975822] Epoch: [45] [1820/2904] eta: 0:13:38 lr: 0.002400 loss: 0.2079 (0.2177) loss_rec_all: 0.2338 (0.2432) loss_rec_sfr: 0.3006 (0.3397) loss_cl: -0.2789 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [19:19:48.891666] Epoch: [45] [1840/2904] eta: 0:13:23 lr: 0.002400 loss: 0.2041 (0.2176) loss_rec_all: 0.2298 (0.2431) loss_rec_sfr: 0.3085 (0.3397) loss_cl: -0.2790 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [19:20:03.809848] Epoch: [45] [1860/2904] eta: 0:13:08 lr: 0.002400 loss: 0.2050 (0.2176) loss_rec_all: 0.2305 (0.2431) loss_rec_sfr: 0.3340 (0.3397) loss_cl: -0.2781 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [19:20:18.728246] Epoch: [45] [1880/2904] eta: 0:12:53 lr: 0.002400 loss: 0.2099 (0.2176) loss_rec_all: 0.2356 (0.2431) loss_rec_sfr: 0.2987 (0.3395) loss_cl: -0.2778 (-0.2787) time: 0.7459 data: 0.0003 max mem: 29860 [19:20:33.645205] Epoch: [45] [1900/2904] eta: 0:12:38 lr: 0.002400 loss: 0.2066 (0.2176) loss_rec_all: 0.2326 (0.2431) loss_rec_sfr: 0.3057 (0.3395) loss_cl: -0.2786 (-0.2787) time: 0.7458 data: 0.0003 max mem: 29860 [19:20:48.565198] Epoch: [45] [1920/2904] eta: 0:12:22 lr: 0.002400 loss: 0.2106 (0.2176) loss_rec_all: 0.2361 (0.2431) loss_rec_sfr: 0.3414 (0.3396) loss_cl: -0.2796 (-0.2787) time: 0.7460 data: 0.0003 max mem: 29860 [19:21:03.484779] Epoch: [45] [1940/2904] eta: 0:12:07 lr: 0.002400 loss: 0.2052 (0.2176) loss_rec_all: 0.2312 (0.2431) loss_rec_sfr: 0.2949 (0.3395) loss_cl: -0.2786 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [19:21:18.398333] Epoch: [45] [1960/2904] eta: 0:11:52 lr: 0.002400 loss: 0.2079 (0.2176) loss_rec_all: 0.2334 (0.2431) loss_rec_sfr: 0.3326 (0.3396) loss_cl: -0.2785 (-0.2787) time: 0.7456 data: 0.0003 max mem: 29860 [19:21:33.317057] Epoch: [45] [1980/2904] eta: 0:11:37 lr: 0.002400 loss: 0.2067 (0.2177) loss_rec_all: 0.2321 (0.2432) loss_rec_sfr: 0.3411 (0.3398) loss_cl: -0.2788 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [19:21:48.238962] Epoch: [45] [2000/2904] eta: 0:11:22 lr: 0.002400 loss: 0.2079 (0.2177) loss_rec_all: 0.2338 (0.2431) loss_rec_sfr: 0.2990 (0.3397) loss_cl: -0.2789 (-0.2787) time: 0.7460 data: 0.0003 max mem: 29860 [19:22:03.166091] Epoch: [45] [2020/2904] eta: 0:11:06 lr: 0.002400 loss: 0.2063 (0.2176) loss_rec_all: 0.2322 (0.2431) loss_rec_sfr: 0.3363 (0.3398) loss_cl: -0.2791 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [19:22:18.098154] Epoch: [45] [2040/2904] eta: 0:10:51 lr: 0.002400 loss: 0.2029 (0.2176) loss_rec_all: 0.2286 (0.2431) loss_rec_sfr: 0.3156 (0.3397) loss_cl: -0.2786 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [19:22:33.019037] Epoch: [45] [2060/2904] eta: 0:10:36 lr: 0.002400 loss: 0.2084 (0.2176) loss_rec_all: 0.2339 (0.2431) loss_rec_sfr: 0.3336 (0.3398) loss_cl: -0.2785 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [19:22:47.934970] Epoch: [45] [2080/2904] eta: 0:10:21 lr: 0.002400 loss: 0.2168 (0.2178) loss_rec_all: 0.2422 (0.2432) loss_rec_sfr: 0.3414 (0.3403) loss_cl: -0.2782 (-0.2787) time: 0.7457 data: 0.0003 max mem: 29860 [19:23:02.853849] Epoch: [45] [2100/2904] eta: 0:10:06 lr: 0.002400 loss: 0.2107 (0.2178) loss_rec_all: 0.2362 (0.2433) loss_rec_sfr: 0.2987 (0.3403) loss_cl: -0.2786 (-0.2787) time: 0.7459 data: 0.0003 max mem: 29860 [19:23:17.775915] Epoch: [45] [2120/2904] eta: 0:09:51 lr: 0.002400 loss: 0.2080 (0.2178) loss_rec_all: 0.2335 (0.2433) loss_rec_sfr: 0.3344 (0.3403) loss_cl: -0.2784 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [19:23:32.702062] Epoch: [45] [2140/2904] eta: 0:09:36 lr: 0.002400 loss: 0.2066 (0.2177) loss_rec_all: 0.2327 (0.2432) loss_rec_sfr: 0.3447 (0.3402) loss_cl: -0.2780 (-0.2787) time: 0.7462 data: 0.0003 max mem: 29860 [19:23:47.620157] Epoch: [45] [2160/2904] eta: 0:09:20 lr: 0.002400 loss: 0.2028 (0.2177) loss_rec_all: 0.2289 (0.2432) loss_rec_sfr: 0.2638 (0.3400) loss_cl: -0.2787 (-0.2787) time: 0.7459 data: 0.0003 max mem: 29860 [19:24:02.542390] Epoch: [45] [2180/2904] eta: 0:09:05 lr: 0.002400 loss: 0.2092 (0.2177) loss_rec_all: 0.2350 (0.2432) loss_rec_sfr: 0.2917 (0.3399) loss_cl: -0.2787 (-0.2787) time: 0.7461 data: 0.0003 max mem: 29860 [19:24:17.457190] Epoch: [45] [2200/2904] eta: 0:08:50 lr: 0.002400 loss: 0.2059 (0.2176) loss_rec_all: 0.2316 (0.2431) loss_rec_sfr: 0.3014 (0.3398) loss_cl: -0.2795 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [19:24:32.375342] Epoch: [45] [2220/2904] eta: 0:08:35 lr: 0.002400 loss: 0.2025 (0.2175) loss_rec_all: 0.2284 (0.2430) loss_rec_sfr: 0.2987 (0.3396) loss_cl: -0.2793 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [19:24:47.290786] Epoch: [45] [2240/2904] eta: 0:08:20 lr: 0.002400 loss: 0.2104 (0.2175) loss_rec_all: 0.2361 (0.2430) loss_rec_sfr: 0.2995 (0.3394) loss_cl: -0.2788 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [19:25:02.207016] Epoch: [45] [2260/2904] eta: 0:08:05 lr: 0.002400 loss: 0.2084 (0.2176) loss_rec_all: 0.2340 (0.2431) loss_rec_sfr: 0.3180 (0.3395) loss_cl: -0.2795 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [19:25:17.125064] Epoch: [45] [2280/2904] eta: 0:07:50 lr: 0.002400 loss: 0.2134 (0.2176) loss_rec_all: 0.2386 (0.2431) loss_rec_sfr: 0.3433 (0.3398) loss_cl: -0.2789 (-0.2787) time: 0.7458 data: 0.0003 max mem: 29860 [19:25:32.043368] Epoch: [45] [2300/2904] eta: 0:07:35 lr: 0.002400 loss: 0.2069 (0.2177) loss_rec_all: 0.2329 (0.2432) loss_rec_sfr: 0.3040 (0.3398) loss_cl: -0.2782 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [19:25:46.960699] Epoch: [45] [2320/2904] eta: 0:07:19 lr: 0.002400 loss: 0.2115 (0.2177) loss_rec_all: 0.2369 (0.2432) loss_rec_sfr: 0.3333 (0.3399) loss_cl: -0.2776 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [19:26:01.876688] Epoch: [45] [2340/2904] eta: 0:07:04 lr: 0.002400 loss: 0.2038 (0.2176) loss_rec_all: 0.2298 (0.2431) loss_rec_sfr: 0.3267 (0.3398) loss_cl: -0.2786 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [19:26:16.794732] Epoch: [45] [2360/2904] eta: 0:06:49 lr: 0.002400 loss: 0.2064 (0.2177) loss_rec_all: 0.2323 (0.2432) loss_rec_sfr: 0.2990 (0.3399) loss_cl: -0.2790 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [19:26:31.722216] Epoch: [45] [2380/2904] eta: 0:06:34 lr: 0.002400 loss: 0.2051 (0.2176) loss_rec_all: 0.2310 (0.2431) loss_rec_sfr: 0.3307 (0.3398) loss_cl: -0.2787 (-0.2787) time: 0.7463 data: 0.0003 max mem: 29860 [19:26:46.644394] Epoch: [45] [2400/2904] eta: 0:06:19 lr: 0.002400 loss: 0.2056 (0.2176) loss_rec_all: 0.2311 (0.2431) loss_rec_sfr: 0.3138 (0.3399) loss_cl: -0.2790 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [19:27:01.563046] Epoch: [45] [2420/2904] eta: 0:06:04 lr: 0.002400 loss: 0.2039 (0.2175) loss_rec_all: 0.2295 (0.2430) loss_rec_sfr: 0.2952 (0.3396) loss_cl: -0.2791 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [19:27:16.481686] Epoch: [45] [2440/2904] eta: 0:05:49 lr: 0.002400 loss: 0.2073 (0.2175) loss_rec_all: 0.2327 (0.2430) loss_rec_sfr: 0.3304 (0.3396) loss_cl: -0.2783 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [19:27:31.399486] Epoch: [45] [2460/2904] eta: 0:05:34 lr: 0.002400 loss: 0.2089 (0.2176) loss_rec_all: 0.2343 (0.2431) loss_rec_sfr: 0.3388 (0.3398) loss_cl: -0.2784 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [19:27:46.312793] Epoch: [45] [2480/2904] eta: 0:05:19 lr: 0.002400 loss: 0.2072 (0.2175) loss_rec_all: 0.2328 (0.2430) loss_rec_sfr: 0.3004 (0.3397) loss_cl: -0.2794 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [19:28:01.223289] Epoch: [45] [2500/2904] eta: 0:05:04 lr: 0.002400 loss: 0.2048 (0.2175) loss_rec_all: 0.2303 (0.2430) loss_rec_sfr: 0.3274 (0.3398) loss_cl: -0.2794 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [19:28:16.136940] Epoch: [45] [2520/2904] eta: 0:04:49 lr: 0.002400 loss: 0.2029 (0.2175) loss_rec_all: 0.2285 (0.2430) loss_rec_sfr: 0.2976 (0.3396) loss_cl: -0.2793 (-0.2787) time: 0.7456 data: 0.0003 max mem: 29860 [19:28:31.052065] Epoch: [45] [2540/2904] eta: 0:04:33 lr: 0.002400 loss: 0.2061 (0.2175) loss_rec_all: 0.2317 (0.2430) loss_rec_sfr: 0.3419 (0.3398) loss_cl: -0.2782 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [19:28:45.969291] Epoch: [45] [2560/2904] eta: 0:04:18 lr: 0.002400 loss: 0.2068 (0.2175) loss_rec_all: 0.2327 (0.2430) loss_rec_sfr: 0.3293 (0.3398) loss_cl: -0.2777 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [19:29:00.887380] Epoch: [45] [2580/2904] eta: 0:04:03 lr: 0.002400 loss: 0.2083 (0.2175) loss_rec_all: 0.2337 (0.2430) loss_rec_sfr: 0.3391 (0.3399) loss_cl: -0.2782 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [19:29:15.805587] Epoch: [45] [2600/2904] eta: 0:03:48 lr: 0.002400 loss: 0.2128 (0.2176) loss_rec_all: 0.2381 (0.2431) loss_rec_sfr: 0.3484 (0.3402) loss_cl: -0.2778 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [19:29:30.718762] Epoch: [45] [2620/2904] eta: 0:03:33 lr: 0.002400 loss: 0.2037 (0.2176) loss_rec_all: 0.2297 (0.2431) loss_rec_sfr: 0.3187 (0.3402) loss_cl: -0.2796 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [19:29:45.628958] Epoch: [45] [2640/2904] eta: 0:03:18 lr: 0.002400 loss: 0.2070 (0.2176) loss_rec_all: 0.2326 (0.2431) loss_rec_sfr: 0.2958 (0.3401) loss_cl: -0.2791 (-0.2787) time: 0.7455 data: 0.0003 max mem: 29860 [19:30:00.547412] Epoch: [45] [2660/2904] eta: 0:03:03 lr: 0.002400 loss: 0.2065 (0.2175) loss_rec_all: 0.2319 (0.2430) loss_rec_sfr: 0.2918 (0.3399) loss_cl: -0.2787 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [19:30:15.462919] Epoch: [45] [2680/2904] eta: 0:02:48 lr: 0.002400 loss: 0.2055 (0.2175) loss_rec_all: 0.2310 (0.2430) loss_rec_sfr: 0.3004 (0.3399) loss_cl: -0.2786 (-0.2787) time: 0.7457 data: 0.0003 max mem: 29860 [19:30:30.383121] Epoch: [45] [2700/2904] eta: 0:02:33 lr: 0.002400 loss: 0.2035 (0.2176) loss_rec_all: 0.2294 (0.2431) loss_rec_sfr: 0.3314 (0.3401) loss_cl: -0.2784 (-0.2787) time: 0.7460 data: 0.0003 max mem: 29860 [19:30:45.296907] Epoch: [45] [2720/2904] eta: 0:02:18 lr: 0.002400 loss: 0.2119 (0.2176) loss_rec_all: 0.2373 (0.2431) loss_rec_sfr: 0.3288 (0.3402) loss_cl: -0.2783 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [19:31:00.217422] Epoch: [45] [2740/2904] eta: 0:02:03 lr: 0.002400 loss: 0.2100 (0.2177) loss_rec_all: 0.2356 (0.2432) loss_rec_sfr: 0.3304 (0.3404) loss_cl: -0.2790 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [19:31:15.129510] Epoch: [45] [2760/2904] eta: 0:01:48 lr: 0.002400 loss: 0.2038 (0.2176) loss_rec_all: 0.2298 (0.2431) loss_rec_sfr: 0.3073 (0.3402) loss_cl: -0.2793 (-0.2787) time: 0.7456 data: 0.0003 max mem: 29860 [19:31:30.042023] Epoch: [45] [2780/2904] eta: 0:01:33 lr: 0.002400 loss: 0.2073 (0.2176) loss_rec_all: 0.2335 (0.2431) loss_rec_sfr: 0.2967 (0.3402) loss_cl: -0.2786 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [19:31:44.952118] Epoch: [45] [2800/2904] eta: 0:01:18 lr: 0.002400 loss: 0.2080 (0.2176) loss_rec_all: 0.2338 (0.2431) loss_rec_sfr: 0.3376 (0.3402) loss_cl: -0.2783 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [19:31:59.867324] Epoch: [45] [2820/2904] eta: 0:01:03 lr: 0.002400 loss: 0.2083 (0.2176) loss_rec_all: 0.2340 (0.2431) loss_rec_sfr: 0.3343 (0.3403) loss_cl: -0.2790 (-0.2787) time: 0.7457 data: 0.0003 max mem: 29860 [19:32:14.844790] Epoch: [45] [2840/2904] eta: 0:00:48 lr: 0.002400 loss: 0.2115 (0.2177) loss_rec_all: 0.2372 (0.2432) loss_rec_sfr: 0.3059 (0.3404) loss_cl: -0.2795 (-0.2787) time: 0.7488 data: 0.0042 max mem: 29860 [19:32:29.749336] Epoch: [45] [2860/2904] eta: 0:00:33 lr: 0.002400 loss: 0.2013 (0.2176) loss_rec_all: 0.2277 (0.2431) loss_rec_sfr: 0.2659 (0.3402) loss_cl: -0.2798 (-0.2787) time: 0.7452 data: 0.0001 max mem: 29860 [19:32:44.651818] Epoch: [45] [2880/2904] eta: 0:00:18 lr: 0.002400 loss: 0.2053 (0.2176) loss_rec_all: 0.2307 (0.2431) loss_rec_sfr: 0.2945 (0.3400) loss_cl: -0.2789 (-0.2787) time: 0.7451 data: 0.0001 max mem: 29860 [19:32:59.555670] Epoch: [45] [2900/2904] eta: 0:00:03 lr: 0.002400 loss: 0.2075 (0.2176) loss_rec_all: 0.2330 (0.2431) loss_rec_sfr: 0.3025 (0.3400) loss_cl: -0.2792 (-0.2787) time: 0.7451 data: 0.0001 max mem: 29860 [19:33:01.799465] Epoch: [45] [2903/2904] eta: 0:00:00 lr: 0.002400 loss: 0.2063 (0.2176) loss_rec_all: 0.2322 (0.2431) loss_rec_sfr: 0.3025 (0.3400) loss_cl: -0.2793 (-0.2787) time: 0.7452 data: 0.0001 max mem: 29860 [19:33:03.917944] Epoch: [45] Total time: 0:36:25 (0.7526 s / it) [19:33:03.918900] Averaged stats: lr: 0.002400 loss: 0.2063 (0.2199) loss_rec_all: 0.2322 (0.2431) loss_rec_sfr: 0.3025 (0.3399) loss_cl: -0.2793 (-0.2554) [19:33:03.924322] log_dir: ./checkpoint/VF2_ViT-B [19:33:19.999793] Epoch: [46] [ 0/2904] eta: 12:58:01 lr: 0.002400 loss: 0.1997 (0.1997) loss_rec_all: 0.2259 (0.2259) loss_rec_sfr: 0.2525 (0.2525) loss_cl: -0.2796 (-0.2796) time: 16.0748 data: 15.1090 max mem: 29860 [19:33:35.938191] Epoch: [46] [ 20/2904] eta: 1:13:16 lr: 0.002400 loss: 0.2068 (0.2136) loss_rec_all: 0.2326 (0.2391) loss_rec_sfr: 0.3003 (0.3190) loss_cl: -0.2778 (-0.2780) time: 0.7968 data: 0.0351 max mem: 29860 [19:33:50.817301] Epoch: [46] [ 40/2904] eta: 0:54:35 lr: 0.002400 loss: 0.2047 (0.2121) loss_rec_all: 0.2302 (0.2377) loss_rec_sfr: 0.3273 (0.3267) loss_cl: -0.2783 (-0.2782) time: 0.7439 data: 0.0005 max mem: 29860 [19:34:05.711253] Epoch: [46] [ 60/2904] eta: 0:48:00 lr: 0.002400 loss: 0.2066 (0.2155) loss_rec_all: 0.2325 (0.2410) loss_rec_sfr: 0.3044 (0.3345) loss_cl: -0.2790 (-0.2785) time: 0.7446 data: 0.0005 max mem: 29860 [19:34:20.626724] Epoch: [46] [ 80/2904] eta: 0:44:33 lr: 0.002400 loss: 0.2136 (0.2186) loss_rec_all: 0.2389 (0.2441) loss_rec_sfr: 0.3342 (0.3429) loss_cl: -0.2788 (-0.2786) time: 0.7457 data: 0.0004 max mem: 29860 [19:34:35.543802] Epoch: [46] [ 100/2904] eta: 0:42:23 lr: 0.002400 loss: 0.2097 (0.2187) loss_rec_all: 0.2350 (0.2442) loss_rec_sfr: 0.3038 (0.3416) loss_cl: -0.2794 (-0.2787) time: 0.7458 data: 0.0003 max mem: 29860 [19:34:50.469438] Epoch: [46] [ 120/2904] eta: 0:40:51 lr: 0.002400 loss: 0.2068 (0.2183) loss_rec_all: 0.2327 (0.2438) loss_rec_sfr: 0.2947 (0.3396) loss_cl: -0.2787 (-0.2787) time: 0.7462 data: 0.0003 max mem: 29860 [19:35:05.405752] Epoch: [46] [ 140/2904] eta: 0:39:41 lr: 0.002400 loss: 0.2056 (0.2182) loss_rec_all: 0.2312 (0.2437) loss_rec_sfr: 0.2982 (0.3398) loss_cl: -0.2780 (-0.2786) time: 0.7467 data: 0.0003 max mem: 29860 [19:35:20.357463] Epoch: [46] [ 160/2904] eta: 0:38:45 lr: 0.002400 loss: 0.2078 (0.2183) loss_rec_all: 0.2334 (0.2438) loss_rec_sfr: 0.3284 (0.3410) loss_cl: -0.2783 (-0.2786) time: 0.7475 data: 0.0002 max mem: 29860 [19:35:35.289978] Epoch: [46] [ 180/2904] eta: 0:37:57 lr: 0.002400 loss: 0.2111 (0.2194) loss_rec_all: 0.2363 (0.2449) loss_rec_sfr: 0.3299 (0.3439) loss_cl: -0.2793 (-0.2786) time: 0.7466 data: 0.0002 max mem: 29860 [19:35:50.366923] Epoch: [46] [ 200/2904] eta: 0:37:18 lr: 0.002400 loss: 0.2065 (0.2196) loss_rec_all: 0.2319 (0.2450) loss_rec_sfr: 0.3056 (0.3447) loss_cl: -0.2785 (-0.2786) time: 0.7538 data: 0.0002 max mem: 29860 [19:36:05.291185] Epoch: [46] [ 220/2904] eta: 0:36:42 lr: 0.002400 loss: 0.2080 (0.2195) loss_rec_all: 0.2333 (0.2449) loss_rec_sfr: 0.3067 (0.3445) loss_cl: -0.2783 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [19:36:20.236254] Epoch: [46] [ 240/2904] eta: 0:36:09 lr: 0.002400 loss: 0.2035 (0.2190) loss_rec_all: 0.2292 (0.2445) loss_rec_sfr: 0.3291 (0.3442) loss_cl: -0.2784 (-0.2786) time: 0.7472 data: 0.0002 max mem: 29860 [19:36:35.167106] Epoch: [46] [ 260/2904] eta: 0:35:39 lr: 0.002400 loss: 0.2108 (0.2194) loss_rec_all: 0.2362 (0.2448) loss_rec_sfr: 0.3068 (0.3446) loss_cl: -0.2795 (-0.2787) time: 0.7465 data: 0.0003 max mem: 29860 [19:36:50.095026] Epoch: [46] [ 280/2904] eta: 0:35:11 lr: 0.002400 loss: 0.2089 (0.2193) loss_rec_all: 0.2344 (0.2448) loss_rec_sfr: 0.2873 (0.3435) loss_cl: -0.2798 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [19:37:05.039829] Epoch: [46] [ 300/2904] eta: 0:34:45 lr: 0.002400 loss: 0.2037 (0.2194) loss_rec_all: 0.2299 (0.2449) loss_rec_sfr: 0.2868 (0.3432) loss_cl: -0.2789 (-0.2788) time: 0.7472 data: 0.0002 max mem: 29860 [19:37:19.968330] Epoch: [46] [ 320/2904] eta: 0:34:20 lr: 0.002400 loss: 0.2059 (0.2186) loss_rec_all: 0.2315 (0.2441) loss_rec_sfr: 0.3094 (0.3414) loss_cl: -0.2781 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [19:37:34.894341] Epoch: [46] [ 340/2904] eta: 0:33:57 lr: 0.002400 loss: 0.2137 (0.2187) loss_rec_all: 0.2395 (0.2442) loss_rec_sfr: 0.2976 (0.3403) loss_cl: -0.2782 (-0.2787) time: 0.7463 data: 0.0003 max mem: 29860 [19:37:49.830708] Epoch: [46] [ 360/2904] eta: 0:33:34 lr: 0.002400 loss: 0.2118 (0.2190) loss_rec_all: 0.2376 (0.2445) loss_rec_sfr: 0.2890 (0.3406) loss_cl: -0.2779 (-0.2786) time: 0.7468 data: 0.0003 max mem: 29860 [19:38:04.760800] Epoch: [46] [ 380/2904] eta: 0:33:12 lr: 0.002400 loss: 0.2058 (0.2190) loss_rec_all: 0.2319 (0.2445) loss_rec_sfr: 0.3008 (0.3407) loss_cl: -0.2794 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [19:38:19.687741] Epoch: [46] [ 400/2904] eta: 0:32:51 lr: 0.002400 loss: 0.2043 (0.2190) loss_rec_all: 0.2302 (0.2445) loss_rec_sfr: 0.3368 (0.3413) loss_cl: -0.2791 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [19:38:34.623324] Epoch: [46] [ 420/2904] eta: 0:32:31 lr: 0.002400 loss: 0.2132 (0.2193) loss_rec_all: 0.2390 (0.2448) loss_rec_sfr: 0.3374 (0.3422) loss_cl: -0.2789 (-0.2787) time: 0.7467 data: 0.0002 max mem: 29860 [19:38:49.555733] Epoch: [46] [ 440/2904] eta: 0:32:10 lr: 0.002400 loss: 0.2060 (0.2189) loss_rec_all: 0.2321 (0.2444) loss_rec_sfr: 0.2997 (0.3410) loss_cl: -0.2790 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [19:39:04.485999] Epoch: [46] [ 460/2904] eta: 0:31:51 lr: 0.002400 loss: 0.2072 (0.2186) loss_rec_all: 0.2328 (0.2441) loss_rec_sfr: 0.2975 (0.3406) loss_cl: -0.2785 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [19:39:19.415939] Epoch: [46] [ 480/2904] eta: 0:31:32 lr: 0.002400 loss: 0.2051 (0.2186) loss_rec_all: 0.2304 (0.2440) loss_rec_sfr: 0.3423 (0.3409) loss_cl: -0.2787 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [19:39:34.342309] Epoch: [46] [ 500/2904] eta: 0:31:13 lr: 0.002400 loss: 0.2040 (0.2182) loss_rec_all: 0.2299 (0.2437) loss_rec_sfr: 0.2966 (0.3396) loss_cl: -0.2790 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [19:39:49.262734] Epoch: [46] [ 520/2904] eta: 0:30:54 lr: 0.002400 loss: 0.2051 (0.2181) loss_rec_all: 0.2310 (0.2436) loss_rec_sfr: 0.3106 (0.3395) loss_cl: -0.2790 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [19:40:04.187480] Epoch: [46] [ 540/2904] eta: 0:30:36 lr: 0.002400 loss: 0.2060 (0.2181) loss_rec_all: 0.2321 (0.2436) loss_rec_sfr: 0.2950 (0.3389) loss_cl: -0.2796 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [19:40:19.106209] Epoch: [46] [ 560/2904] eta: 0:30:18 lr: 0.002400 loss: 0.2045 (0.2179) loss_rec_all: 0.2298 (0.2434) loss_rec_sfr: 0.3019 (0.3385) loss_cl: -0.2788 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [19:40:34.026557] Epoch: [46] [ 580/2904] eta: 0:30:00 lr: 0.002400 loss: 0.2062 (0.2179) loss_rec_all: 0.2324 (0.2434) loss_rec_sfr: 0.3270 (0.3387) loss_cl: -0.2787 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [19:40:48.950649] Epoch: [46] [ 600/2904] eta: 0:29:42 lr: 0.002400 loss: 0.2049 (0.2178) loss_rec_all: 0.2308 (0.2433) loss_rec_sfr: 0.3289 (0.3385) loss_cl: -0.2777 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [19:41:03.878904] Epoch: [46] [ 620/2904] eta: 0:29:25 lr: 0.002400 loss: 0.2053 (0.2178) loss_rec_all: 0.2309 (0.2433) loss_rec_sfr: 0.3191 (0.3388) loss_cl: -0.2782 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [19:41:18.802077] Epoch: [46] [ 640/2904] eta: 0:29:07 lr: 0.002400 loss: 0.2130 (0.2178) loss_rec_all: 0.2389 (0.2433) loss_rec_sfr: 0.3056 (0.3385) loss_cl: -0.2792 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [19:41:33.727876] Epoch: [46] [ 660/2904] eta: 0:28:50 lr: 0.002400 loss: 0.2061 (0.2177) loss_rec_all: 0.2318 (0.2432) loss_rec_sfr: 0.2972 (0.3383) loss_cl: -0.2790 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [19:41:48.655370] Epoch: [46] [ 680/2904] eta: 0:28:33 lr: 0.002400 loss: 0.2060 (0.2177) loss_rec_all: 0.2317 (0.2432) loss_rec_sfr: 0.2904 (0.3382) loss_cl: -0.2783 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [19:42:03.577683] Epoch: [46] [ 700/2904] eta: 0:28:16 lr: 0.002400 loss: 0.2035 (0.2177) loss_rec_all: 0.2291 (0.2432) loss_rec_sfr: 0.3194 (0.3382) loss_cl: -0.2786 (-0.2787) time: 0.7461 data: 0.0003 max mem: 29860 [19:42:18.499299] Epoch: [46] [ 720/2904] eta: 0:27:59 lr: 0.002400 loss: 0.2153 (0.2179) loss_rec_all: 0.2411 (0.2434) loss_rec_sfr: 0.3067 (0.3388) loss_cl: -0.2780 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [19:42:33.418762] Epoch: [46] [ 740/2904] eta: 0:27:43 lr: 0.002400 loss: 0.2059 (0.2178) loss_rec_all: 0.2313 (0.2433) loss_rec_sfr: 0.3438 (0.3388) loss_cl: -0.2794 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [19:42:48.340984] Epoch: [46] [ 760/2904] eta: 0:27:26 lr: 0.002400 loss: 0.2092 (0.2179) loss_rec_all: 0.2351 (0.2434) loss_rec_sfr: 0.3014 (0.3389) loss_cl: -0.2801 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [19:43:03.259024] Epoch: [46] [ 780/2904] eta: 0:27:09 lr: 0.002400 loss: 0.2049 (0.2179) loss_rec_all: 0.2308 (0.2434) loss_rec_sfr: 0.3061 (0.3389) loss_cl: -0.2789 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [19:43:18.187623] Epoch: [46] [ 800/2904] eta: 0:26:53 lr: 0.002400 loss: 0.2069 (0.2179) loss_rec_all: 0.2322 (0.2434) loss_rec_sfr: 0.2943 (0.3388) loss_cl: -0.2775 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [19:43:33.121496] Epoch: [46] [ 820/2904] eta: 0:26:37 lr: 0.002400 loss: 0.2040 (0.2177) loss_rec_all: 0.2295 (0.2432) loss_rec_sfr: 0.3353 (0.3386) loss_cl: -0.2781 (-0.2787) time: 0.7467 data: 0.0002 max mem: 29860 [19:43:48.056140] Epoch: [46] [ 840/2904] eta: 0:26:20 lr: 0.002400 loss: 0.2114 (0.2178) loss_rec_all: 0.2368 (0.2433) loss_rec_sfr: 0.3026 (0.3386) loss_cl: -0.2782 (-0.2787) time: 0.7467 data: 0.0003 max mem: 29860 [19:44:02.978331] Epoch: [46] [ 860/2904] eta: 0:26:04 lr: 0.002400 loss: 0.2075 (0.2177) loss_rec_all: 0.2334 (0.2432) loss_rec_sfr: 0.3062 (0.3383) loss_cl: -0.2801 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [19:44:17.897975] Epoch: [46] [ 880/2904] eta: 0:25:48 lr: 0.002400 loss: 0.2077 (0.2177) loss_rec_all: 0.2332 (0.2432) loss_rec_sfr: 0.3234 (0.3385) loss_cl: -0.2798 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [19:44:32.821150] Epoch: [46] [ 900/2904] eta: 0:25:32 lr: 0.002400 loss: 0.2055 (0.2177) loss_rec_all: 0.2313 (0.2432) loss_rec_sfr: 0.3364 (0.3385) loss_cl: -0.2782 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [19:44:47.737927] Epoch: [46] [ 920/2904] eta: 0:25:16 lr: 0.002400 loss: 0.2048 (0.2176) loss_rec_all: 0.2306 (0.2431) loss_rec_sfr: 0.3384 (0.3387) loss_cl: -0.2784 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [19:45:02.663956] Epoch: [46] [ 940/2904] eta: 0:25:00 lr: 0.002400 loss: 0.2083 (0.2179) loss_rec_all: 0.2342 (0.2434) loss_rec_sfr: 0.3415 (0.3398) loss_cl: -0.2788 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [19:45:17.595271] Epoch: [46] [ 960/2904] eta: 0:24:44 lr: 0.002400 loss: 0.2042 (0.2178) loss_rec_all: 0.2297 (0.2433) loss_rec_sfr: 0.3271 (0.3398) loss_cl: -0.2790 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [19:45:32.521528] Epoch: [46] [ 980/2904] eta: 0:24:28 lr: 0.002400 loss: 0.2076 (0.2179) loss_rec_all: 0.2330 (0.2434) loss_rec_sfr: 0.3023 (0.3398) loss_cl: -0.2797 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [19:45:47.450005] Epoch: [46] [1000/2904] eta: 0:24:12 lr: 0.002400 loss: 0.2078 (0.2179) loss_rec_all: 0.2338 (0.2434) loss_rec_sfr: 0.2950 (0.3397) loss_cl: -0.2792 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [19:46:02.380424] Epoch: [46] [1020/2904] eta: 0:23:56 lr: 0.002400 loss: 0.2060 (0.2177) loss_rec_all: 0.2318 (0.2432) loss_rec_sfr: 0.2843 (0.3389) loss_cl: -0.2784 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [19:46:17.312784] Epoch: [46] [1040/2904] eta: 0:23:40 lr: 0.002400 loss: 0.2072 (0.2177) loss_rec_all: 0.2324 (0.2432) loss_rec_sfr: 0.3213 (0.3390) loss_cl: -0.2783 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [19:46:32.251705] Epoch: [46] [1060/2904] eta: 0:23:24 lr: 0.002400 loss: 0.2075 (0.2178) loss_rec_all: 0.2335 (0.2433) loss_rec_sfr: 0.2951 (0.3391) loss_cl: -0.2788 (-0.2787) time: 0.7469 data: 0.0002 max mem: 29860 [19:46:47.158968] Epoch: [46] [1080/2904] eta: 0:23:08 lr: 0.002400 loss: 0.2130 (0.2180) loss_rec_all: 0.2384 (0.2435) loss_rec_sfr: 0.3265 (0.3397) loss_cl: -0.2790 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [19:47:02.082306] Epoch: [46] [1100/2904] eta: 0:22:53 lr: 0.002400 loss: 0.2052 (0.2179) loss_rec_all: 0.2315 (0.2434) loss_rec_sfr: 0.2895 (0.3392) loss_cl: -0.2799 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [19:47:17.006041] Epoch: [46] [1120/2904] eta: 0:22:37 lr: 0.002400 loss: 0.2149 (0.2180) loss_rec_all: 0.2401 (0.2435) loss_rec_sfr: 0.3042 (0.3393) loss_cl: -0.2780 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [19:47:31.928170] Epoch: [46] [1140/2904] eta: 0:22:21 lr: 0.002400 loss: 0.2037 (0.2179) loss_rec_all: 0.2295 (0.2434) loss_rec_sfr: 0.2976 (0.3388) loss_cl: -0.2779 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [19:47:46.854381] Epoch: [46] [1160/2904] eta: 0:22:06 lr: 0.002400 loss: 0.2059 (0.2177) loss_rec_all: 0.2317 (0.2432) loss_rec_sfr: 0.3356 (0.3388) loss_cl: -0.2781 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [19:48:01.787369] Epoch: [46] [1180/2904] eta: 0:21:50 lr: 0.002400 loss: 0.2046 (0.2177) loss_rec_all: 0.2304 (0.2432) loss_rec_sfr: 0.3249 (0.3390) loss_cl: -0.2790 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [19:48:16.720164] Epoch: [46] [1200/2904] eta: 0:21:35 lr: 0.002400 loss: 0.2066 (0.2177) loss_rec_all: 0.2324 (0.2432) loss_rec_sfr: 0.3018 (0.3385) loss_cl: -0.2790 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [19:48:31.646409] Epoch: [46] [1220/2904] eta: 0:21:19 lr: 0.002400 loss: 0.2076 (0.2177) loss_rec_all: 0.2329 (0.2432) loss_rec_sfr: 0.3110 (0.3387) loss_cl: -0.2780 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [19:48:46.575965] Epoch: [46] [1240/2904] eta: 0:21:03 lr: 0.002400 loss: 0.2078 (0.2177) loss_rec_all: 0.2339 (0.2432) loss_rec_sfr: 0.3052 (0.3386) loss_cl: -0.2787 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [19:49:01.499710] Epoch: [46] [1260/2904] eta: 0:20:48 lr: 0.002400 loss: 0.2037 (0.2177) loss_rec_all: 0.2293 (0.2432) loss_rec_sfr: 0.3319 (0.3388) loss_cl: -0.2791 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [19:49:16.431940] Epoch: [46] [1280/2904] eta: 0:20:32 lr: 0.002400 loss: 0.2080 (0.2177) loss_rec_all: 0.2339 (0.2432) loss_rec_sfr: 0.3321 (0.3388) loss_cl: -0.2789 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [19:49:31.353533] Epoch: [46] [1300/2904] eta: 0:20:17 lr: 0.002400 loss: 0.2075 (0.2177) loss_rec_all: 0.2328 (0.2432) loss_rec_sfr: 0.3032 (0.3389) loss_cl: -0.2781 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [19:49:46.281029] Epoch: [46] [1320/2904] eta: 0:20:01 lr: 0.002400 loss: 0.2079 (0.2177) loss_rec_all: 0.2334 (0.2432) loss_rec_sfr: 0.3132 (0.3389) loss_cl: -0.2781 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [19:50:01.209935] Epoch: [46] [1340/2904] eta: 0:19:46 lr: 0.002400 loss: 0.2091 (0.2177) loss_rec_all: 0.2344 (0.2432) loss_rec_sfr: 0.3022 (0.3388) loss_cl: -0.2787 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [19:50:16.154584] Epoch: [46] [1360/2904] eta: 0:19:30 lr: 0.002400 loss: 0.2093 (0.2177) loss_rec_all: 0.2350 (0.2432) loss_rec_sfr: 0.2958 (0.3388) loss_cl: -0.2795 (-0.2787) time: 0.7472 data: 0.0003 max mem: 29860 [19:50:31.091365] Epoch: [46] [1380/2904] eta: 0:19:15 lr: 0.002400 loss: 0.2075 (0.2176) loss_rec_all: 0.2333 (0.2431) loss_rec_sfr: 0.2948 (0.3386) loss_cl: -0.2799 (-0.2787) time: 0.7468 data: 0.0002 max mem: 29860 [19:50:46.024020] Epoch: [46] [1400/2904] eta: 0:19:00 lr: 0.002400 loss: 0.2068 (0.2176) loss_rec_all: 0.2326 (0.2431) loss_rec_sfr: 0.3153 (0.3387) loss_cl: -0.2790 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [19:51:00.953380] Epoch: [46] [1420/2904] eta: 0:18:44 lr: 0.002400 loss: 0.2089 (0.2176) loss_rec_all: 0.2347 (0.2431) loss_rec_sfr: 0.3370 (0.3388) loss_cl: -0.2788 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [19:51:15.884866] Epoch: [46] [1440/2904] eta: 0:18:29 lr: 0.002400 loss: 0.2063 (0.2176) loss_rec_all: 0.2317 (0.2431) loss_rec_sfr: 0.2888 (0.3385) loss_cl: -0.2784 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [19:51:30.817338] Epoch: [46] [1460/2904] eta: 0:18:13 lr: 0.002400 loss: 0.2039 (0.2175) loss_rec_all: 0.2299 (0.2430) loss_rec_sfr: 0.2946 (0.3383) loss_cl: -0.2786 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [19:51:45.741403] Epoch: [46] [1480/2904] eta: 0:17:58 lr: 0.002400 loss: 0.2065 (0.2175) loss_rec_all: 0.2323 (0.2430) loss_rec_sfr: 0.3350 (0.3384) loss_cl: -0.2788 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [19:52:00.672418] Epoch: [46] [1500/2904] eta: 0:17:43 lr: 0.002400 loss: 0.2034 (0.2174) loss_rec_all: 0.2297 (0.2429) loss_rec_sfr: 0.2896 (0.3383) loss_cl: -0.2794 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [19:52:15.608785] Epoch: [46] [1520/2904] eta: 0:17:27 lr: 0.002400 loss: 0.2117 (0.2175) loss_rec_all: 0.2373 (0.2430) loss_rec_sfr: 0.3040 (0.3384) loss_cl: -0.2784 (-0.2787) time: 0.7468 data: 0.0002 max mem: 29860 [19:52:30.533920] Epoch: [46] [1540/2904] eta: 0:17:12 lr: 0.002400 loss: 0.2067 (0.2174) loss_rec_all: 0.2320 (0.2429) loss_rec_sfr: 0.3206 (0.3383) loss_cl: -0.2790 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [19:52:45.456723] Epoch: [46] [1560/2904] eta: 0:16:57 lr: 0.002400 loss: 0.2143 (0.2175) loss_rec_all: 0.2396 (0.2430) loss_rec_sfr: 0.3017 (0.3385) loss_cl: -0.2786 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [19:53:00.382355] Epoch: [46] [1580/2904] eta: 0:16:41 lr: 0.002400 loss: 0.2066 (0.2175) loss_rec_all: 0.2320 (0.2430) loss_rec_sfr: 0.3068 (0.3385) loss_cl: -0.2778 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [19:53:15.311541] Epoch: [46] [1600/2904] eta: 0:16:26 lr: 0.002400 loss: 0.2062 (0.2176) loss_rec_all: 0.2317 (0.2431) loss_rec_sfr: 0.3318 (0.3389) loss_cl: -0.2790 (-0.2787) time: 0.7464 data: 0.0003 max mem: 29860 [19:53:30.236561] Epoch: [46] [1620/2904] eta: 0:16:11 lr: 0.002400 loss: 0.2098 (0.2176) loss_rec_all: 0.2353 (0.2431) loss_rec_sfr: 0.3201 (0.3389) loss_cl: -0.2796 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [19:53:45.160458] Epoch: [46] [1640/2904] eta: 0:15:56 lr: 0.002400 loss: 0.2079 (0.2176) loss_rec_all: 0.2336 (0.2431) loss_rec_sfr: 0.3185 (0.3388) loss_cl: -0.2783 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [19:54:00.078956] Epoch: [46] [1660/2904] eta: 0:15:40 lr: 0.002400 loss: 0.2026 (0.2175) loss_rec_all: 0.2282 (0.2430) loss_rec_sfr: 0.2921 (0.3386) loss_cl: -0.2782 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [19:54:15.007551] Epoch: [46] [1680/2904] eta: 0:15:25 lr: 0.002400 loss: 0.2082 (0.2175) loss_rec_all: 0.2341 (0.2430) loss_rec_sfr: 0.2968 (0.3385) loss_cl: -0.2791 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [19:54:29.944255] Epoch: [46] [1700/2904] eta: 0:15:10 lr: 0.002400 loss: 0.2055 (0.2175) loss_rec_all: 0.2316 (0.2430) loss_rec_sfr: 0.3111 (0.3386) loss_cl: -0.2788 (-0.2787) time: 0.7468 data: 0.0002 max mem: 29860 [19:54:44.867844] Epoch: [46] [1720/2904] eta: 0:14:54 lr: 0.002400 loss: 0.2069 (0.2175) loss_rec_all: 0.2321 (0.2430) loss_rec_sfr: 0.3026 (0.3385) loss_cl: -0.2785 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [19:54:59.793534] Epoch: [46] [1740/2904] eta: 0:14:39 lr: 0.002400 loss: 0.2118 (0.2176) loss_rec_all: 0.2375 (0.2431) loss_rec_sfr: 0.3012 (0.3387) loss_cl: -0.2782 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [19:55:14.722094] Epoch: [46] [1760/2904] eta: 0:14:24 lr: 0.002400 loss: 0.2151 (0.2177) loss_rec_all: 0.2408 (0.2432) loss_rec_sfr: 0.3082 (0.3390) loss_cl: -0.2786 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [19:55:29.640653] Epoch: [46] [1780/2904] eta: 0:14:09 lr: 0.002400 loss: 0.2083 (0.2178) loss_rec_all: 0.2337 (0.2432) loss_rec_sfr: 0.3425 (0.3391) loss_cl: -0.2790 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [19:55:44.562675] Epoch: [46] [1800/2904] eta: 0:13:54 lr: 0.002400 loss: 0.2054 (0.2177) loss_rec_all: 0.2310 (0.2432) loss_rec_sfr: 0.3008 (0.3391) loss_cl: -0.2800 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [19:55:59.482340] Epoch: [46] [1820/2904] eta: 0:13:38 lr: 0.002400 loss: 0.2063 (0.2177) loss_rec_all: 0.2320 (0.2432) loss_rec_sfr: 0.3003 (0.3390) loss_cl: -0.2787 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [19:56:14.402171] Epoch: [46] [1840/2904] eta: 0:13:23 lr: 0.002400 loss: 0.2057 (0.2177) loss_rec_all: 0.2315 (0.2432) loss_rec_sfr: 0.3027 (0.3389) loss_cl: -0.2778 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [19:56:29.330353] Epoch: [46] [1860/2904] eta: 0:13:08 lr: 0.002400 loss: 0.2042 (0.2176) loss_rec_all: 0.2302 (0.2431) loss_rec_sfr: 0.3213 (0.3388) loss_cl: -0.2789 (-0.2787) time: 0.7464 data: 0.0003 max mem: 29860 [19:56:44.260387] Epoch: [46] [1880/2904] eta: 0:12:53 lr: 0.002400 loss: 0.2105 (0.2176) loss_rec_all: 0.2361 (0.2431) loss_rec_sfr: 0.3302 (0.3389) loss_cl: -0.2799 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [19:56:59.190432] Epoch: [46] [1900/2904] eta: 0:12:37 lr: 0.002400 loss: 0.2085 (0.2176) loss_rec_all: 0.2343 (0.2431) loss_rec_sfr: 0.2949 (0.3388) loss_cl: -0.2782 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [19:57:14.250992] Epoch: [46] [1920/2904] eta: 0:12:22 lr: 0.002400 loss: 0.2041 (0.2176) loss_rec_all: 0.2299 (0.2431) loss_rec_sfr: 0.3013 (0.3389) loss_cl: -0.2774 (-0.2787) time: 0.7530 data: 0.0002 max mem: 29860 [19:57:29.177378] Epoch: [46] [1940/2904] eta: 0:12:07 lr: 0.002400 loss: 0.2129 (0.2177) loss_rec_all: 0.2382 (0.2432) loss_rec_sfr: 0.3070 (0.3391) loss_cl: -0.2786 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [19:57:44.105481] Epoch: [46] [1960/2904] eta: 0:11:52 lr: 0.002400 loss: 0.2076 (0.2177) loss_rec_all: 0.2333 (0.2432) loss_rec_sfr: 0.3064 (0.3391) loss_cl: -0.2797 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [19:57:59.033035] Epoch: [46] [1980/2904] eta: 0:11:37 lr: 0.002400 loss: 0.2077 (0.2178) loss_rec_all: 0.2332 (0.2433) loss_rec_sfr: 0.3294 (0.3393) loss_cl: -0.2790 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [19:58:13.974018] Epoch: [46] [2000/2904] eta: 0:11:22 lr: 0.002400 loss: 0.2066 (0.2178) loss_rec_all: 0.2325 (0.2433) loss_rec_sfr: 0.3363 (0.3394) loss_cl: -0.2788 (-0.2787) time: 0.7470 data: 0.0002 max mem: 29860 [19:58:28.905692] Epoch: [46] [2020/2904] eta: 0:11:06 lr: 0.002400 loss: 0.2084 (0.2178) loss_rec_all: 0.2341 (0.2433) loss_rec_sfr: 0.3328 (0.3394) loss_cl: -0.2788 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [19:58:43.827902] Epoch: [46] [2040/2904] eta: 0:10:51 lr: 0.002400 loss: 0.2056 (0.2178) loss_rec_all: 0.2316 (0.2433) loss_rec_sfr: 0.2837 (0.3393) loss_cl: -0.2787 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [19:58:58.757034] Epoch: [46] [2060/2904] eta: 0:10:36 lr: 0.002400 loss: 0.2117 (0.2178) loss_rec_all: 0.2376 (0.2433) loss_rec_sfr: 0.3025 (0.3393) loss_cl: -0.2787 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [19:59:13.697031] Epoch: [46] [2080/2904] eta: 0:10:21 lr: 0.002400 loss: 0.2063 (0.2177) loss_rec_all: 0.2316 (0.2432) loss_rec_sfr: 0.3199 (0.3392) loss_cl: -0.2787 (-0.2787) time: 0.7470 data: 0.0002 max mem: 29860 [19:59:28.624447] Epoch: [46] [2100/2904] eta: 0:10:06 lr: 0.002400 loss: 0.2110 (0.2177) loss_rec_all: 0.2369 (0.2432) loss_rec_sfr: 0.3061 (0.3393) loss_cl: -0.2792 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [19:59:43.548209] Epoch: [46] [2120/2904] eta: 0:09:51 lr: 0.002400 loss: 0.2117 (0.2178) loss_rec_all: 0.2371 (0.2433) loss_rec_sfr: 0.3200 (0.3395) loss_cl: -0.2792 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [19:59:58.479865] Epoch: [46] [2140/2904] eta: 0:09:36 lr: 0.002400 loss: 0.2014 (0.2178) loss_rec_all: 0.2268 (0.2432) loss_rec_sfr: 0.3186 (0.3393) loss_cl: -0.2791 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [20:00:13.408229] Epoch: [46] [2160/2904] eta: 0:09:20 lr: 0.002400 loss: 0.2071 (0.2178) loss_rec_all: 0.2323 (0.2433) loss_rec_sfr: 0.3483 (0.3394) loss_cl: -0.2784 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [20:00:28.343737] Epoch: [46] [2180/2904] eta: 0:09:05 lr: 0.002400 loss: 0.2037 (0.2178) loss_rec_all: 0.2294 (0.2433) loss_rec_sfr: 0.3351 (0.3396) loss_cl: -0.2792 (-0.2787) time: 0.7467 data: 0.0002 max mem: 29860 [20:00:43.270198] Epoch: [46] [2200/2904] eta: 0:08:50 lr: 0.002400 loss: 0.2054 (0.2177) loss_rec_all: 0.2310 (0.2432) loss_rec_sfr: 0.2943 (0.3393) loss_cl: -0.2786 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [20:00:58.200602] Epoch: [46] [2220/2904] eta: 0:08:35 lr: 0.002400 loss: 0.2096 (0.2177) loss_rec_all: 0.2346 (0.2431) loss_rec_sfr: 0.3109 (0.3393) loss_cl: -0.2788 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [20:01:13.135374] Epoch: [46] [2240/2904] eta: 0:08:20 lr: 0.002400 loss: 0.2107 (0.2177) loss_rec_all: 0.2365 (0.2432) loss_rec_sfr: 0.2965 (0.3392) loss_cl: -0.2788 (-0.2787) time: 0.7467 data: 0.0002 max mem: 29860 [20:01:28.060129] Epoch: [46] [2260/2904] eta: 0:08:05 lr: 0.002400 loss: 0.2099 (0.2177) loss_rec_all: 0.2354 (0.2432) loss_rec_sfr: 0.3489 (0.3395) loss_cl: -0.2792 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [20:01:43.001440] Epoch: [46] [2280/2904] eta: 0:07:50 lr: 0.002400 loss: 0.2070 (0.2177) loss_rec_all: 0.2330 (0.2432) loss_rec_sfr: 0.2863 (0.3393) loss_cl: -0.2789 (-0.2787) time: 0.7470 data: 0.0002 max mem: 29860 [20:01:57.942238] Epoch: [46] [2300/2904] eta: 0:07:35 lr: 0.002400 loss: 0.2071 (0.2177) loss_rec_all: 0.2322 (0.2432) loss_rec_sfr: 0.3244 (0.3394) loss_cl: -0.2785 (-0.2787) time: 0.7470 data: 0.0002 max mem: 29860 [20:02:12.882320] Epoch: [46] [2320/2904] eta: 0:07:20 lr: 0.002400 loss: 0.2091 (0.2177) loss_rec_all: 0.2346 (0.2432) loss_rec_sfr: 0.3303 (0.3394) loss_cl: -0.2780 (-0.2787) time: 0.7470 data: 0.0002 max mem: 29860 [20:02:27.826337] Epoch: [46] [2340/2904] eta: 0:07:04 lr: 0.002400 loss: 0.2058 (0.2177) loss_rec_all: 0.2316 (0.2432) loss_rec_sfr: 0.3016 (0.3393) loss_cl: -0.2794 (-0.2787) time: 0.7472 data: 0.0002 max mem: 29860 [20:02:42.755284] Epoch: [46] [2360/2904] eta: 0:06:49 lr: 0.002400 loss: 0.2025 (0.2176) loss_rec_all: 0.2279 (0.2431) loss_rec_sfr: 0.3325 (0.3393) loss_cl: -0.2790 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [20:02:57.695339] Epoch: [46] [2380/2904] eta: 0:06:34 lr: 0.002400 loss: 0.2074 (0.2177) loss_rec_all: 0.2334 (0.2431) loss_rec_sfr: 0.3020 (0.3393) loss_cl: -0.2791 (-0.2787) time: 0.7470 data: 0.0002 max mem: 29860 [20:03:12.635060] Epoch: [46] [2400/2904] eta: 0:06:19 lr: 0.002400 loss: 0.2043 (0.2176) loss_rec_all: 0.2301 (0.2431) loss_rec_sfr: 0.3124 (0.3392) loss_cl: -0.2788 (-0.2787) time: 0.7469 data: 0.0002 max mem: 29860 [20:03:27.569942] Epoch: [46] [2420/2904] eta: 0:06:04 lr: 0.002400 loss: 0.2102 (0.2177) loss_rec_all: 0.2355 (0.2432) loss_rec_sfr: 0.3075 (0.3393) loss_cl: -0.2784 (-0.2787) time: 0.7467 data: 0.0002 max mem: 29860 [20:03:42.496727] Epoch: [46] [2440/2904] eta: 0:05:49 lr: 0.002400 loss: 0.2047 (0.2176) loss_rec_all: 0.2303 (0.2431) loss_rec_sfr: 0.2928 (0.3392) loss_cl: -0.2788 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [20:03:57.440698] Epoch: [46] [2460/2904] eta: 0:05:34 lr: 0.002400 loss: 0.2063 (0.2177) loss_rec_all: 0.2321 (0.2432) loss_rec_sfr: 0.3212 (0.3393) loss_cl: -0.2784 (-0.2787) time: 0.7472 data: 0.0002 max mem: 29860 [20:04:12.379236] Epoch: [46] [2480/2904] eta: 0:05:19 lr: 0.002400 loss: 0.2056 (0.2176) loss_rec_all: 0.2310 (0.2431) loss_rec_sfr: 0.3007 (0.3393) loss_cl: -0.2787 (-0.2787) time: 0.7469 data: 0.0002 max mem: 29860 [20:04:27.321685] Epoch: [46] [2500/2904] eta: 0:05:04 lr: 0.002400 loss: 0.2035 (0.2176) loss_rec_all: 0.2293 (0.2431) loss_rec_sfr: 0.3009 (0.3392) loss_cl: -0.2782 (-0.2787) time: 0.7471 data: 0.0002 max mem: 29860 [20:04:42.257769] Epoch: [46] [2520/2904] eta: 0:04:49 lr: 0.002400 loss: 0.2087 (0.2176) loss_rec_all: 0.2343 (0.2431) loss_rec_sfr: 0.2990 (0.3391) loss_cl: -0.2790 (-0.2787) time: 0.7468 data: 0.0002 max mem: 29860 [20:04:57.190544] Epoch: [46] [2540/2904] eta: 0:04:34 lr: 0.002400 loss: 0.2112 (0.2176) loss_rec_all: 0.2363 (0.2431) loss_rec_sfr: 0.3254 (0.3393) loss_cl: -0.2788 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [20:05:12.127609] Epoch: [46] [2560/2904] eta: 0:04:18 lr: 0.002400 loss: 0.2068 (0.2176) loss_rec_all: 0.2330 (0.2431) loss_rec_sfr: 0.2973 (0.3391) loss_cl: -0.2795 (-0.2787) time: 0.7468 data: 0.0002 max mem: 29860 [20:05:27.066723] Epoch: [46] [2580/2904] eta: 0:04:03 lr: 0.002400 loss: 0.2088 (0.2176) loss_rec_all: 0.2339 (0.2431) loss_rec_sfr: 0.3455 (0.3394) loss_cl: -0.2787 (-0.2787) time: 0.7469 data: 0.0002 max mem: 29860 [20:05:42.001477] Epoch: [46] [2600/2904] eta: 0:03:48 lr: 0.002400 loss: 0.2078 (0.2176) loss_rec_all: 0.2331 (0.2431) loss_rec_sfr: 0.3254 (0.3393) loss_cl: -0.2785 (-0.2787) time: 0.7467 data: 0.0002 max mem: 29860 [20:05:56.923744] Epoch: [46] [2620/2904] eta: 0:03:33 lr: 0.002400 loss: 0.2071 (0.2176) loss_rec_all: 0.2328 (0.2431) loss_rec_sfr: 0.3369 (0.3395) loss_cl: -0.2785 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [20:06:11.861182] Epoch: [46] [2640/2904] eta: 0:03:18 lr: 0.002400 loss: 0.2071 (0.2176) loss_rec_all: 0.2326 (0.2431) loss_rec_sfr: 0.3006 (0.3394) loss_cl: -0.2793 (-0.2787) time: 0.7468 data: 0.0002 max mem: 29860 [20:06:26.788798] Epoch: [46] [2660/2904] eta: 0:03:03 lr: 0.002400 loss: 0.2071 (0.2176) loss_rec_all: 0.2330 (0.2431) loss_rec_sfr: 0.3300 (0.3395) loss_cl: -0.2782 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [20:06:41.715491] Epoch: [46] [2680/2904] eta: 0:02:48 lr: 0.002400 loss: 0.2063 (0.2176) loss_rec_all: 0.2322 (0.2431) loss_rec_sfr: 0.2979 (0.3393) loss_cl: -0.2788 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [20:06:56.634233] Epoch: [46] [2700/2904] eta: 0:02:33 lr: 0.002400 loss: 0.2068 (0.2176) loss_rec_all: 0.2326 (0.2431) loss_rec_sfr: 0.2977 (0.3394) loss_cl: -0.2789 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [20:07:11.555182] Epoch: [46] [2720/2904] eta: 0:02:18 lr: 0.002400 loss: 0.2093 (0.2176) loss_rec_all: 0.2354 (0.2431) loss_rec_sfr: 0.2979 (0.3394) loss_cl: -0.2798 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [20:07:26.491356] Epoch: [46] [2740/2904] eta: 0:02:03 lr: 0.002400 loss: 0.2040 (0.2176) loss_rec_all: 0.2300 (0.2431) loss_rec_sfr: 0.3262 (0.3394) loss_cl: -0.2793 (-0.2787) time: 0.7468 data: 0.0002 max mem: 29860 [20:07:41.410065] Epoch: [46] [2760/2904] eta: 0:01:48 lr: 0.002400 loss: 0.2049 (0.2177) loss_rec_all: 0.2301 (0.2432) loss_rec_sfr: 0.3384 (0.3396) loss_cl: -0.2782 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [20:07:56.329893] Epoch: [46] [2780/2904] eta: 0:01:33 lr: 0.002400 loss: 0.2133 (0.2177) loss_rec_all: 0.2389 (0.2432) loss_rec_sfr: 0.3388 (0.3398) loss_cl: -0.2783 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [20:08:11.259431] Epoch: [46] [2800/2904] eta: 0:01:18 lr: 0.002400 loss: 0.2078 (0.2178) loss_rec_all: 0.2331 (0.2433) loss_rec_sfr: 0.3226 (0.3399) loss_cl: -0.2790 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [20:08:26.191032] Epoch: [46] [2820/2904] eta: 0:01:03 lr: 0.002400 loss: 0.2045 (0.2178) loss_rec_all: 0.2299 (0.2433) loss_rec_sfr: 0.2973 (0.3398) loss_cl: -0.2786 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [20:08:41.152682] Epoch: [46] [2840/2904] eta: 0:00:48 lr: 0.002400 loss: 0.2059 (0.2177) loss_rec_all: 0.2321 (0.2432) loss_rec_sfr: 0.3270 (0.3398) loss_cl: -0.2792 (-0.2787) time: 0.7480 data: 0.0032 max mem: 29860 [20:08:56.061696] Epoch: [46] [2860/2904] eta: 0:00:33 lr: 0.002399 loss: 0.2037 (0.2177) loss_rec_all: 0.2296 (0.2432) loss_rec_sfr: 0.2967 (0.3397) loss_cl: -0.2790 (-0.2787) time: 0.7454 data: 0.0001 max mem: 29860 [20:09:10.970826] Epoch: [46] [2880/2904] eta: 0:00:18 lr: 0.002399 loss: 0.2101 (0.2177) loss_rec_all: 0.2355 (0.2432) loss_rec_sfr: 0.2968 (0.3397) loss_cl: -0.2790 (-0.2787) time: 0.7454 data: 0.0001 max mem: 29860 [20:09:25.873600] Epoch: [46] [2900/2904] eta: 0:00:03 lr: 0.002399 loss: 0.2053 (0.2177) loss_rec_all: 0.2312 (0.2432) loss_rec_sfr: 0.3107 (0.3397) loss_cl: -0.2793 (-0.2787) time: 0.7451 data: 0.0001 max mem: 29860 [20:09:28.117912] Epoch: [46] [2903/2904] eta: 0:00:00 lr: 0.002399 loss: 0.2053 (0.2177) loss_rec_all: 0.2312 (0.2432) loss_rec_sfr: 0.3029 (0.3396) loss_cl: -0.2793 (-0.2787) time: 0.7452 data: 0.0001 max mem: 29860 [20:09:30.287697] Epoch: [46] Total time: 0:36:26 (0.7529 s / it) [20:09:30.291113] Averaged stats: lr: 0.002399 loss: 0.2053 (0.2198) loss_rec_all: 0.2312 (0.2429) loss_rec_sfr: 0.3029 (0.3400) loss_cl: -0.2793 (-0.2554) [20:09:30.295899] log_dir: ./checkpoint/VF2_ViT-B [20:09:48.386933] Epoch: [47] [ 0/2904] eta: 14:35:34 lr: 0.002399 loss: 0.1998 (0.1998) loss_rec_all: 0.2257 (0.2257) loss_rec_sfr: 0.2855 (0.2855) loss_cl: -0.2791 (-0.2791) time: 18.0903 data: 15.9883 max mem: 29860 [20:10:04.629456] Epoch: [47] [ 20/2904] eta: 1:18:34 lr: 0.002399 loss: 0.2035 (0.2130) loss_rec_all: 0.2295 (0.2385) loss_rec_sfr: 0.3036 (0.3279) loss_cl: -0.2783 (-0.2785) time: 0.8121 data: 0.0002 max mem: 29860 [20:10:19.517210] Epoch: [47] [ 40/2904] eta: 0:57:18 lr: 0.002399 loss: 0.2071 (0.2176) loss_rec_all: 0.2330 (0.2431) loss_rec_sfr: 0.2958 (0.3387) loss_cl: -0.2787 (-0.2785) time: 0.7443 data: 0.0002 max mem: 29860 [20:10:34.408247] Epoch: [47] [ 60/2904] eta: 0:49:48 lr: 0.002399 loss: 0.2052 (0.2161) loss_rec_all: 0.2312 (0.2416) loss_rec_sfr: 0.3280 (0.3356) loss_cl: -0.2785 (-0.2785) time: 0.7445 data: 0.0002 max mem: 29860 [20:10:49.305940] Epoch: [47] [ 80/2904] eta: 0:45:54 lr: 0.002399 loss: 0.2073 (0.2139) loss_rec_all: 0.2328 (0.2395) loss_rec_sfr: 0.2977 (0.3284) loss_cl: -0.2789 (-0.2786) time: 0.7448 data: 0.0002 max mem: 29860 [20:11:04.229734] Epoch: [47] [ 100/2904] eta: 0:43:27 lr: 0.002399 loss: 0.2050 (0.2145) loss_rec_all: 0.2308 (0.2400) loss_rec_sfr: 0.3246 (0.3316) loss_cl: -0.2787 (-0.2787) time: 0.7461 data: 0.0003 max mem: 29860 [20:11:19.153432] Epoch: [47] [ 120/2904] eta: 0:41:44 lr: 0.002399 loss: 0.2060 (0.2133) loss_rec_all: 0.2314 (0.2389) loss_rec_sfr: 0.2987 (0.3276) loss_cl: -0.2790 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [20:11:34.078185] Epoch: [47] [ 140/2904] eta: 0:40:26 lr: 0.002399 loss: 0.2054 (0.2142) loss_rec_all: 0.2316 (0.2398) loss_rec_sfr: 0.3249 (0.3309) loss_cl: -0.2788 (-0.2787) time: 0.7462 data: 0.0003 max mem: 29860 [20:11:49.023509] Epoch: [47] [ 160/2904] eta: 0:39:24 lr: 0.002399 loss: 0.2075 (0.2146) loss_rec_all: 0.2334 (0.2402) loss_rec_sfr: 0.2969 (0.3300) loss_cl: -0.2786 (-0.2787) time: 0.7472 data: 0.0003 max mem: 29860 [20:12:03.956383] Epoch: [47] [ 180/2904] eta: 0:38:32 lr: 0.002399 loss: 0.2084 (0.2152) loss_rec_all: 0.2337 (0.2407) loss_rec_sfr: 0.3441 (0.3337) loss_cl: -0.2784 (-0.2786) time: 0.7466 data: 0.0003 max mem: 29860 [20:12:18.911460] Epoch: [47] [ 200/2904] eta: 0:37:48 lr: 0.002399 loss: 0.2039 (0.2146) loss_rec_all: 0.2295 (0.2401) loss_rec_sfr: 0.3001 (0.3324) loss_cl: -0.2785 (-0.2786) time: 0.7477 data: 0.0002 max mem: 29860 [20:12:33.839258] Epoch: [47] [ 220/2904] eta: 0:37:08 lr: 0.002399 loss: 0.2047 (0.2142) loss_rec_all: 0.2303 (0.2397) loss_rec_sfr: 0.2929 (0.3303) loss_cl: -0.2798 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [20:12:48.762616] Epoch: [47] [ 240/2904] eta: 0:36:33 lr: 0.002399 loss: 0.2061 (0.2148) loss_rec_all: 0.2319 (0.2403) loss_rec_sfr: 0.3100 (0.3317) loss_cl: -0.2791 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [20:13:03.681903] Epoch: [47] [ 260/2904] eta: 0:36:01 lr: 0.002399 loss: 0.2063 (0.2146) loss_rec_all: 0.2322 (0.2402) loss_rec_sfr: 0.3226 (0.3317) loss_cl: -0.2787 (-0.2787) time: 0.7459 data: 0.0003 max mem: 29860 [20:13:18.606369] Epoch: [47] [ 280/2904] eta: 0:35:31 lr: 0.002399 loss: 0.2077 (0.2151) loss_rec_all: 0.2334 (0.2406) loss_rec_sfr: 0.3335 (0.3339) loss_cl: -0.2780 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [20:13:33.521934] Epoch: [47] [ 300/2904] eta: 0:35:04 lr: 0.002399 loss: 0.2036 (0.2149) loss_rec_all: 0.2296 (0.2404) loss_rec_sfr: 0.3057 (0.3333) loss_cl: -0.2787 (-0.2786) time: 0.7457 data: 0.0003 max mem: 29860 [20:13:48.437054] Epoch: [47] [ 320/2904] eta: 0:34:37 lr: 0.002399 loss: 0.2109 (0.2148) loss_rec_all: 0.2364 (0.2404) loss_rec_sfr: 0.3018 (0.3331) loss_cl: -0.2799 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [20:14:03.365028] Epoch: [47] [ 340/2904] eta: 0:34:13 lr: 0.002399 loss: 0.2032 (0.2151) loss_rec_all: 0.2292 (0.2407) loss_rec_sfr: 0.2960 (0.3341) loss_cl: -0.2789 (-0.2787) time: 0.7463 data: 0.0004 max mem: 29860 [20:14:18.304772] Epoch: [47] [ 360/2904] eta: 0:33:49 lr: 0.002399 loss: 0.2073 (0.2155) loss_rec_all: 0.2329 (0.2410) loss_rec_sfr: 0.3030 (0.3343) loss_cl: -0.2787 (-0.2787) time: 0.7469 data: 0.0002 max mem: 29860 [20:14:33.228901] Epoch: [47] [ 380/2904] eta: 0:33:26 lr: 0.002399 loss: 0.2044 (0.2154) loss_rec_all: 0.2302 (0.2409) loss_rec_sfr: 0.3004 (0.3344) loss_cl: -0.2787 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [20:14:48.153020] Epoch: [47] [ 400/2904] eta: 0:33:04 lr: 0.002399 loss: 0.2057 (0.2157) loss_rec_all: 0.2315 (0.2412) loss_rec_sfr: 0.2974 (0.3350) loss_cl: -0.2783 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [20:15:03.073963] Epoch: [47] [ 420/2904] eta: 0:32:43 lr: 0.002399 loss: 0.2029 (0.2158) loss_rec_all: 0.2283 (0.2413) loss_rec_sfr: 0.3014 (0.3352) loss_cl: -0.2776 (-0.2787) time: 0.7460 data: 0.0003 max mem: 29860 [20:15:17.997001] Epoch: [47] [ 440/2904] eta: 0:32:22 lr: 0.002399 loss: 0.2087 (0.2162) loss_rec_all: 0.2341 (0.2418) loss_rec_sfr: 0.3299 (0.3367) loss_cl: -0.2783 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [20:15:32.917047] Epoch: [47] [ 460/2904] eta: 0:32:02 lr: 0.002399 loss: 0.2057 (0.2163) loss_rec_all: 0.2318 (0.2418) loss_rec_sfr: 0.3262 (0.3370) loss_cl: -0.2792 (-0.2787) time: 0.7459 data: 0.0003 max mem: 29860 [20:15:47.845806] Epoch: [47] [ 480/2904] eta: 0:31:42 lr: 0.002399 loss: 0.2113 (0.2166) loss_rec_all: 0.2366 (0.2421) loss_rec_sfr: 0.3060 (0.3377) loss_cl: -0.2798 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [20:16:02.764002] Epoch: [47] [ 500/2904] eta: 0:31:23 lr: 0.002399 loss: 0.2070 (0.2164) loss_rec_all: 0.2329 (0.2419) loss_rec_sfr: 0.3030 (0.3367) loss_cl: -0.2788 (-0.2787) time: 0.7459 data: 0.0003 max mem: 29860 [20:16:17.682237] Epoch: [47] [ 520/2904] eta: 0:31:03 lr: 0.002399 loss: 0.2032 (0.2162) loss_rec_all: 0.2290 (0.2418) loss_rec_sfr: 0.3324 (0.3367) loss_cl: -0.2789 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [20:16:32.601649] Epoch: [47] [ 540/2904] eta: 0:30:45 lr: 0.002399 loss: 0.2068 (0.2164) loss_rec_all: 0.2322 (0.2419) loss_rec_sfr: 0.3054 (0.3370) loss_cl: -0.2779 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [20:16:47.517789] Epoch: [47] [ 560/2904] eta: 0:30:26 lr: 0.002399 loss: 0.2045 (0.2161) loss_rec_all: 0.2303 (0.2416) loss_rec_sfr: 0.2943 (0.3359) loss_cl: -0.2792 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [20:17:02.438095] Epoch: [47] [ 580/2904] eta: 0:30:08 lr: 0.002399 loss: 0.2061 (0.2163) loss_rec_all: 0.2317 (0.2418) loss_rec_sfr: 0.2967 (0.3361) loss_cl: -0.2791 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [20:17:17.356335] Epoch: [47] [ 600/2904] eta: 0:29:50 lr: 0.002399 loss: 0.2067 (0.2161) loss_rec_all: 0.2323 (0.2417) loss_rec_sfr: 0.3011 (0.3355) loss_cl: -0.2784 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [20:17:32.283112] Epoch: [47] [ 620/2904] eta: 0:29:32 lr: 0.002399 loss: 0.2013 (0.2159) loss_rec_all: 0.2266 (0.2414) loss_rec_sfr: 0.3297 (0.3355) loss_cl: -0.2789 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [20:17:47.205351] Epoch: [47] [ 640/2904] eta: 0:29:14 lr: 0.002399 loss: 0.2108 (0.2163) loss_rec_all: 0.2367 (0.2418) loss_rec_sfr: 0.3309 (0.3365) loss_cl: -0.2788 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [20:18:02.129262] Epoch: [47] [ 660/2904] eta: 0:28:57 lr: 0.002399 loss: 0.2070 (0.2163) loss_rec_all: 0.2330 (0.2418) loss_rec_sfr: 0.2916 (0.3361) loss_cl: -0.2788 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [20:18:17.047386] Epoch: [47] [ 680/2904] eta: 0:28:40 lr: 0.002399 loss: 0.2045 (0.2164) loss_rec_all: 0.2298 (0.2419) loss_rec_sfr: 0.3219 (0.3367) loss_cl: -0.2782 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [20:18:31.968090] Epoch: [47] [ 700/2904] eta: 0:28:22 lr: 0.002399 loss: 0.2070 (0.2165) loss_rec_all: 0.2321 (0.2420) loss_rec_sfr: 0.3478 (0.3371) loss_cl: -0.2788 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [20:18:46.889442] Epoch: [47] [ 720/2904] eta: 0:28:05 lr: 0.002399 loss: 0.2069 (0.2166) loss_rec_all: 0.2327 (0.2421) loss_rec_sfr: 0.2918 (0.3369) loss_cl: -0.2797 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [20:19:01.811210] Epoch: [47] [ 740/2904] eta: 0:27:48 lr: 0.002399 loss: 0.2078 (0.2167) loss_rec_all: 0.2336 (0.2422) loss_rec_sfr: 0.3010 (0.3369) loss_cl: -0.2798 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [20:19:16.732027] Epoch: [47] [ 760/2904] eta: 0:27:32 lr: 0.002399 loss: 0.2058 (0.2167) loss_rec_all: 0.2312 (0.2422) loss_rec_sfr: 0.3054 (0.3369) loss_cl: -0.2789 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [20:19:31.649188] Epoch: [47] [ 780/2904] eta: 0:27:15 lr: 0.002399 loss: 0.2032 (0.2164) loss_rec_all: 0.2287 (0.2420) loss_rec_sfr: 0.2986 (0.3363) loss_cl: -0.2788 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [20:19:46.562362] Epoch: [47] [ 800/2904] eta: 0:26:58 lr: 0.002399 loss: 0.2085 (0.2165) loss_rec_all: 0.2344 (0.2420) loss_rec_sfr: 0.2954 (0.3364) loss_cl: -0.2787 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [20:20:01.482294] Epoch: [47] [ 820/2904] eta: 0:26:42 lr: 0.002399 loss: 0.2120 (0.2168) loss_rec_all: 0.2374 (0.2423) loss_rec_sfr: 0.3581 (0.3374) loss_cl: -0.2782 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [20:20:16.414060] Epoch: [47] [ 840/2904] eta: 0:26:25 lr: 0.002399 loss: 0.2071 (0.2167) loss_rec_all: 0.2328 (0.2422) loss_rec_sfr: 0.3211 (0.3374) loss_cl: -0.2794 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [20:20:31.334716] Epoch: [47] [ 860/2904] eta: 0:26:09 lr: 0.002399 loss: 0.2050 (0.2166) loss_rec_all: 0.2311 (0.2422) loss_rec_sfr: 0.3358 (0.3374) loss_cl: -0.2793 (-0.2787) time: 0.7460 data: 0.0003 max mem: 29860 [20:20:46.259510] Epoch: [47] [ 880/2904] eta: 0:25:52 lr: 0.002399 loss: 0.2114 (0.2167) loss_rec_all: 0.2369 (0.2422) loss_rec_sfr: 0.3117 (0.3375) loss_cl: -0.2787 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [20:21:01.325732] Epoch: [47] [ 900/2904] eta: 0:25:36 lr: 0.002399 loss: 0.2095 (0.2168) loss_rec_all: 0.2350 (0.2423) loss_rec_sfr: 0.3239 (0.3377) loss_cl: -0.2791 (-0.2787) time: 0.7533 data: 0.0002 max mem: 29860 [20:21:16.242026] Epoch: [47] [ 920/2904] eta: 0:25:20 lr: 0.002399 loss: 0.2055 (0.2167) loss_rec_all: 0.2308 (0.2422) loss_rec_sfr: 0.2974 (0.3374) loss_cl: -0.2781 (-0.2787) time: 0.7458 data: 0.0003 max mem: 29860 [20:21:31.159075] Epoch: [47] [ 940/2904] eta: 0:25:04 lr: 0.002399 loss: 0.2059 (0.2166) loss_rec_all: 0.2314 (0.2421) loss_rec_sfr: 0.3188 (0.3373) loss_cl: -0.2780 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [20:21:46.073639] Epoch: [47] [ 960/2904] eta: 0:24:48 lr: 0.002399 loss: 0.2075 (0.2165) loss_rec_all: 0.2330 (0.2420) loss_rec_sfr: 0.3351 (0.3373) loss_cl: -0.2785 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [20:22:00.995830] Epoch: [47] [ 980/2904] eta: 0:24:32 lr: 0.002399 loss: 0.2061 (0.2165) loss_rec_all: 0.2318 (0.2420) loss_rec_sfr: 0.2996 (0.3374) loss_cl: -0.2792 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [20:22:15.923769] Epoch: [47] [1000/2904] eta: 0:24:16 lr: 0.002399 loss: 0.2122 (0.2167) loss_rec_all: 0.2383 (0.2422) loss_rec_sfr: 0.3026 (0.3377) loss_cl: -0.2797 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [20:22:30.845280] Epoch: [47] [1020/2904] eta: 0:24:00 lr: 0.002399 loss: 0.2095 (0.2168) loss_rec_all: 0.2347 (0.2423) loss_rec_sfr: 0.3423 (0.3381) loss_cl: -0.2783 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [20:22:45.771520] Epoch: [47] [1040/2904] eta: 0:23:44 lr: 0.002399 loss: 0.2070 (0.2169) loss_rec_all: 0.2325 (0.2424) loss_rec_sfr: 0.3098 (0.3382) loss_cl: -0.2777 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [20:23:00.688037] Epoch: [47] [1060/2904] eta: 0:23:28 lr: 0.002399 loss: 0.2143 (0.2171) loss_rec_all: 0.2397 (0.2426) loss_rec_sfr: 0.3458 (0.3389) loss_cl: -0.2787 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [20:23:15.605839] Epoch: [47] [1080/2904] eta: 0:23:12 lr: 0.002399 loss: 0.2081 (0.2172) loss_rec_all: 0.2338 (0.2426) loss_rec_sfr: 0.3359 (0.3392) loss_cl: -0.2788 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [20:23:30.524006] Epoch: [47] [1100/2904] eta: 0:22:56 lr: 0.002399 loss: 0.2078 (0.2171) loss_rec_all: 0.2339 (0.2426) loss_rec_sfr: 0.3367 (0.3393) loss_cl: -0.2798 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [20:23:45.443084] Epoch: [47] [1120/2904] eta: 0:22:40 lr: 0.002399 loss: 0.2046 (0.2171) loss_rec_all: 0.2306 (0.2426) loss_rec_sfr: 0.3060 (0.3393) loss_cl: -0.2787 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [20:24:00.361486] Epoch: [47] [1140/2904] eta: 0:22:25 lr: 0.002399 loss: 0.2041 (0.2171) loss_rec_all: 0.2301 (0.2426) loss_rec_sfr: 0.2886 (0.3390) loss_cl: -0.2783 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [20:24:15.279959] Epoch: [47] [1160/2904] eta: 0:22:09 lr: 0.002399 loss: 0.2003 (0.2170) loss_rec_all: 0.2257 (0.2425) loss_rec_sfr: 0.2842 (0.3386) loss_cl: -0.2781 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [20:24:30.194208] Epoch: [47] [1180/2904] eta: 0:21:53 lr: 0.002399 loss: 0.2065 (0.2169) loss_rec_all: 0.2319 (0.2424) loss_rec_sfr: 0.3236 (0.3384) loss_cl: -0.2791 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [20:24:45.104892] Epoch: [47] [1200/2904] eta: 0:21:37 lr: 0.002399 loss: 0.2035 (0.2168) loss_rec_all: 0.2292 (0.2423) loss_rec_sfr: 0.3244 (0.3384) loss_cl: -0.2786 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [20:25:00.015442] Epoch: [47] [1220/2904] eta: 0:21:22 lr: 0.002399 loss: 0.2103 (0.2170) loss_rec_all: 0.2360 (0.2425) loss_rec_sfr: 0.3400 (0.3389) loss_cl: -0.2783 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [20:25:14.931458] Epoch: [47] [1240/2904] eta: 0:21:06 lr: 0.002399 loss: 0.2038 (0.2168) loss_rec_all: 0.2293 (0.2423) loss_rec_sfr: 0.3002 (0.3385) loss_cl: -0.2795 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [20:25:29.843058] Epoch: [47] [1260/2904] eta: 0:20:50 lr: 0.002399 loss: 0.2047 (0.2167) loss_rec_all: 0.2304 (0.2422) loss_rec_sfr: 0.3013 (0.3381) loss_cl: -0.2790 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [20:25:44.758558] Epoch: [47] [1280/2904] eta: 0:20:35 lr: 0.002399 loss: 0.2013 (0.2166) loss_rec_all: 0.2272 (0.2421) loss_rec_sfr: 0.2874 (0.3379) loss_cl: -0.2782 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [20:25:59.675416] Epoch: [47] [1300/2904] eta: 0:20:19 lr: 0.002399 loss: 0.2164 (0.2168) loss_rec_all: 0.2422 (0.2423) loss_rec_sfr: 0.3132 (0.3384) loss_cl: -0.2786 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [20:26:14.592728] Epoch: [47] [1320/2904] eta: 0:20:04 lr: 0.002399 loss: 0.2060 (0.2169) loss_rec_all: 0.2321 (0.2424) loss_rec_sfr: 0.3133 (0.3386) loss_cl: -0.2784 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [20:26:29.503970] Epoch: [47] [1340/2904] eta: 0:19:48 lr: 0.002399 loss: 0.2089 (0.2169) loss_rec_all: 0.2345 (0.2424) loss_rec_sfr: 0.3090 (0.3386) loss_cl: -0.2791 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [20:26:44.417158] Epoch: [47] [1360/2904] eta: 0:19:33 lr: 0.002399 loss: 0.2069 (0.2169) loss_rec_all: 0.2323 (0.2424) loss_rec_sfr: 0.3262 (0.3385) loss_cl: -0.2783 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [20:26:59.328795] Epoch: [47] [1380/2904] eta: 0:19:17 lr: 0.002399 loss: 0.2052 (0.2169) loss_rec_all: 0.2312 (0.2424) loss_rec_sfr: 0.2954 (0.3386) loss_cl: -0.2789 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [20:27:14.233220] Epoch: [47] [1400/2904] eta: 0:19:02 lr: 0.002399 loss: 0.2093 (0.2170) loss_rec_all: 0.2353 (0.2425) loss_rec_sfr: 0.3394 (0.3390) loss_cl: -0.2795 (-0.2787) time: 0.7452 data: 0.0002 max mem: 29860 [20:27:29.144419] Epoch: [47] [1420/2904] eta: 0:18:46 lr: 0.002399 loss: 0.2094 (0.2170) loss_rec_all: 0.2349 (0.2425) loss_rec_sfr: 0.3412 (0.3392) loss_cl: -0.2790 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [20:27:44.052944] Epoch: [47] [1440/2904] eta: 0:18:31 lr: 0.002399 loss: 0.2035 (0.2169) loss_rec_all: 0.2292 (0.2424) loss_rec_sfr: 0.2840 (0.3388) loss_cl: -0.2791 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [20:27:58.967480] Epoch: [47] [1460/2904] eta: 0:18:15 lr: 0.002399 loss: 0.2043 (0.2168) loss_rec_all: 0.2298 (0.2423) loss_rec_sfr: 0.2999 (0.3385) loss_cl: -0.2788 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [20:28:13.882087] Epoch: [47] [1480/2904] eta: 0:18:00 lr: 0.002399 loss: 0.2109 (0.2169) loss_rec_all: 0.2368 (0.2424) loss_rec_sfr: 0.3090 (0.3387) loss_cl: -0.2786 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [20:28:28.800295] Epoch: [47] [1500/2904] eta: 0:17:44 lr: 0.002399 loss: 0.2062 (0.2169) loss_rec_all: 0.2321 (0.2424) loss_rec_sfr: 0.2958 (0.3386) loss_cl: -0.2785 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [20:28:43.720959] Epoch: [47] [1520/2904] eta: 0:17:29 lr: 0.002399 loss: 0.2090 (0.2169) loss_rec_all: 0.2346 (0.2424) loss_rec_sfr: 0.2987 (0.3384) loss_cl: -0.2781 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [20:28:58.636316] Epoch: [47] [1540/2904] eta: 0:17:14 lr: 0.002399 loss: 0.2037 (0.2169) loss_rec_all: 0.2293 (0.2424) loss_rec_sfr: 0.3012 (0.3384) loss_cl: -0.2791 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [20:29:13.550246] Epoch: [47] [1560/2904] eta: 0:16:58 lr: 0.002399 loss: 0.2082 (0.2168) loss_rec_all: 0.2335 (0.2423) loss_rec_sfr: 0.2970 (0.3381) loss_cl: -0.2792 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [20:29:28.459147] Epoch: [47] [1580/2904] eta: 0:16:43 lr: 0.002399 loss: 0.2104 (0.2169) loss_rec_all: 0.2362 (0.2424) loss_rec_sfr: 0.3013 (0.3382) loss_cl: -0.2788 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [20:29:43.369245] Epoch: [47] [1600/2904] eta: 0:16:27 lr: 0.002399 loss: 0.2052 (0.2168) loss_rec_all: 0.2307 (0.2423) loss_rec_sfr: 0.2992 (0.3378) loss_cl: -0.2796 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [20:29:58.283558] Epoch: [47] [1620/2904] eta: 0:16:12 lr: 0.002399 loss: 0.2066 (0.2168) loss_rec_all: 0.2325 (0.2423) loss_rec_sfr: 0.2977 (0.3379) loss_cl: -0.2797 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [20:30:13.195435] Epoch: [47] [1640/2904] eta: 0:15:57 lr: 0.002399 loss: 0.2039 (0.2168) loss_rec_all: 0.2295 (0.2423) loss_rec_sfr: 0.2914 (0.3378) loss_cl: -0.2786 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [20:30:28.108517] Epoch: [47] [1660/2904] eta: 0:15:41 lr: 0.002399 loss: 0.2068 (0.2168) loss_rec_all: 0.2325 (0.2423) loss_rec_sfr: 0.2991 (0.3378) loss_cl: -0.2783 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [20:30:43.015705] Epoch: [47] [1680/2904] eta: 0:15:26 lr: 0.002399 loss: 0.2078 (0.2168) loss_rec_all: 0.2331 (0.2423) loss_rec_sfr: 0.2901 (0.3375) loss_cl: -0.2784 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [20:30:57.926446] Epoch: [47] [1700/2904] eta: 0:15:11 lr: 0.002399 loss: 0.2090 (0.2168) loss_rec_all: 0.2344 (0.2423) loss_rec_sfr: 0.2978 (0.3377) loss_cl: -0.2784 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [20:31:12.840595] Epoch: [47] [1720/2904] eta: 0:14:56 lr: 0.002399 loss: 0.2133 (0.2170) loss_rec_all: 0.2391 (0.2425) loss_rec_sfr: 0.3327 (0.3381) loss_cl: -0.2789 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [20:31:27.756517] Epoch: [47] [1740/2904] eta: 0:14:40 lr: 0.002399 loss: 0.2082 (0.2169) loss_rec_all: 0.2336 (0.2425) loss_rec_sfr: 0.3278 (0.3380) loss_cl: -0.2789 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [20:31:42.674316] Epoch: [47] [1760/2904] eta: 0:14:25 lr: 0.002399 loss: 0.2085 (0.2169) loss_rec_all: 0.2340 (0.2424) loss_rec_sfr: 0.3131 (0.3379) loss_cl: -0.2783 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [20:31:57.587828] Epoch: [47] [1780/2904] eta: 0:14:10 lr: 0.002399 loss: 0.2087 (0.2169) loss_rec_all: 0.2346 (0.2424) loss_rec_sfr: 0.3111 (0.3380) loss_cl: -0.2788 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [20:32:12.498234] Epoch: [47] [1800/2904] eta: 0:13:54 lr: 0.002399 loss: 0.2044 (0.2168) loss_rec_all: 0.2300 (0.2424) loss_rec_sfr: 0.2978 (0.3377) loss_cl: -0.2784 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [20:32:27.414995] Epoch: [47] [1820/2904] eta: 0:13:39 lr: 0.002399 loss: 0.2057 (0.2168) loss_rec_all: 0.2311 (0.2423) loss_rec_sfr: 0.3080 (0.3376) loss_cl: -0.2785 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [20:32:42.324671] Epoch: [47] [1840/2904] eta: 0:13:24 lr: 0.002399 loss: 0.2074 (0.2168) loss_rec_all: 0.2329 (0.2423) loss_rec_sfr: 0.3231 (0.3377) loss_cl: -0.2791 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [20:32:57.235758] Epoch: [47] [1860/2904] eta: 0:13:09 lr: 0.002399 loss: 0.2044 (0.2168) loss_rec_all: 0.2305 (0.2423) loss_rec_sfr: 0.2964 (0.3375) loss_cl: -0.2793 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [20:33:12.149063] Epoch: [47] [1880/2904] eta: 0:12:53 lr: 0.002399 loss: 0.2045 (0.2168) loss_rec_all: 0.2302 (0.2424) loss_rec_sfr: 0.3448 (0.3378) loss_cl: -0.2786 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [20:33:27.069328] Epoch: [47] [1900/2904] eta: 0:12:38 lr: 0.002399 loss: 0.2042 (0.2169) loss_rec_all: 0.2302 (0.2424) loss_rec_sfr: 0.3046 (0.3379) loss_cl: -0.2790 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [20:33:41.984403] Epoch: [47] [1920/2904] eta: 0:12:23 lr: 0.002399 loss: 0.2063 (0.2168) loss_rec_all: 0.2323 (0.2423) loss_rec_sfr: 0.2971 (0.3377) loss_cl: -0.2791 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [20:33:56.903577] Epoch: [47] [1940/2904] eta: 0:12:08 lr: 0.002399 loss: 0.2042 (0.2169) loss_rec_all: 0.2303 (0.2424) loss_rec_sfr: 0.3073 (0.3378) loss_cl: -0.2784 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [20:34:11.819505] Epoch: [47] [1960/2904] eta: 0:11:53 lr: 0.002399 loss: 0.2097 (0.2168) loss_rec_all: 0.2352 (0.2424) loss_rec_sfr: 0.3257 (0.3378) loss_cl: -0.2787 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [20:34:26.735013] Epoch: [47] [1980/2904] eta: 0:11:37 lr: 0.002399 loss: 0.2031 (0.2168) loss_rec_all: 0.2286 (0.2423) loss_rec_sfr: 0.3178 (0.3377) loss_cl: -0.2784 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [20:34:41.654015] Epoch: [47] [2000/2904] eta: 0:11:22 lr: 0.002399 loss: 0.2078 (0.2168) loss_rec_all: 0.2334 (0.2423) loss_rec_sfr: 0.3001 (0.3377) loss_cl: -0.2782 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [20:34:56.576664] Epoch: [47] [2020/2904] eta: 0:11:07 lr: 0.002399 loss: 0.2042 (0.2168) loss_rec_all: 0.2298 (0.2423) loss_rec_sfr: 0.3014 (0.3377) loss_cl: -0.2787 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [20:35:11.493920] Epoch: [47] [2040/2904] eta: 0:10:52 lr: 0.002399 loss: 0.2097 (0.2167) loss_rec_all: 0.2352 (0.2423) loss_rec_sfr: 0.2997 (0.3375) loss_cl: -0.2787 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [20:35:26.412941] Epoch: [47] [2060/2904] eta: 0:10:37 lr: 0.002399 loss: 0.2069 (0.2168) loss_rec_all: 0.2323 (0.2423) loss_rec_sfr: 0.3063 (0.3376) loss_cl: -0.2790 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [20:35:41.326650] Epoch: [47] [2080/2904] eta: 0:10:22 lr: 0.002399 loss: 0.2031 (0.2167) loss_rec_all: 0.2287 (0.2422) loss_rec_sfr: 0.3016 (0.3374) loss_cl: -0.2788 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [20:35:56.244186] Epoch: [47] [2100/2904] eta: 0:10:06 lr: 0.002399 loss: 0.2063 (0.2167) loss_rec_all: 0.2321 (0.2422) loss_rec_sfr: 0.3027 (0.3374) loss_cl: -0.2791 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [20:36:11.156232] Epoch: [47] [2120/2904] eta: 0:09:51 lr: 0.002399 loss: 0.2079 (0.2167) loss_rec_all: 0.2337 (0.2422) loss_rec_sfr: 0.3032 (0.3373) loss_cl: -0.2786 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [20:36:26.064878] Epoch: [47] [2140/2904] eta: 0:09:36 lr: 0.002399 loss: 0.2058 (0.2167) loss_rec_all: 0.2312 (0.2422) loss_rec_sfr: 0.3329 (0.3374) loss_cl: -0.2782 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [20:36:40.978084] Epoch: [47] [2160/2904] eta: 0:09:21 lr: 0.002399 loss: 0.2032 (0.2167) loss_rec_all: 0.2287 (0.2422) loss_rec_sfr: 0.3356 (0.3376) loss_cl: -0.2776 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [20:36:55.890088] Epoch: [47] [2180/2904] eta: 0:09:06 lr: 0.002399 loss: 0.2063 (0.2167) loss_rec_all: 0.2325 (0.2422) loss_rec_sfr: 0.2916 (0.3373) loss_cl: -0.2796 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [20:37:10.804251] Epoch: [47] [2200/2904] eta: 0:08:51 lr: 0.002399 loss: 0.2107 (0.2167) loss_rec_all: 0.2365 (0.2423) loss_rec_sfr: 0.3526 (0.3377) loss_cl: -0.2798 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [20:37:25.719879] Epoch: [47] [2220/2904] eta: 0:08:35 lr: 0.002399 loss: 0.2063 (0.2167) loss_rec_all: 0.2322 (0.2423) loss_rec_sfr: 0.2963 (0.3376) loss_cl: -0.2789 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [20:37:40.634817] Epoch: [47] [2240/2904] eta: 0:08:20 lr: 0.002399 loss: 0.2065 (0.2168) loss_rec_all: 0.2325 (0.2423) loss_rec_sfr: 0.2982 (0.3377) loss_cl: -0.2785 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [20:37:55.547555] Epoch: [47] [2260/2904] eta: 0:08:05 lr: 0.002399 loss: 0.2086 (0.2168) loss_rec_all: 0.2345 (0.2423) loss_rec_sfr: 0.2976 (0.3377) loss_cl: -0.2777 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [20:38:10.460982] Epoch: [47] [2280/2904] eta: 0:07:50 lr: 0.002399 loss: 0.2084 (0.2169) loss_rec_all: 0.2338 (0.2424) loss_rec_sfr: 0.3070 (0.3378) loss_cl: -0.2784 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [20:38:25.369766] Epoch: [47] [2300/2904] eta: 0:07:35 lr: 0.002399 loss: 0.2054 (0.2169) loss_rec_all: 0.2309 (0.2424) loss_rec_sfr: 0.3317 (0.3379) loss_cl: -0.2789 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [20:38:40.279658] Epoch: [47] [2320/2904] eta: 0:07:20 lr: 0.002399 loss: 0.2048 (0.2168) loss_rec_all: 0.2302 (0.2423) loss_rec_sfr: 0.3067 (0.3378) loss_cl: -0.2789 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [20:38:55.191500] Epoch: [47] [2340/2904] eta: 0:07:05 lr: 0.002399 loss: 0.2079 (0.2169) loss_rec_all: 0.2335 (0.2424) loss_rec_sfr: 0.3368 (0.3381) loss_cl: -0.2784 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [20:39:10.104154] Epoch: [47] [2360/2904] eta: 0:06:50 lr: 0.002399 loss: 0.2119 (0.2169) loss_rec_all: 0.2377 (0.2424) loss_rec_sfr: 0.2993 (0.3381) loss_cl: -0.2782 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [20:39:25.017711] Epoch: [47] [2380/2904] eta: 0:06:34 lr: 0.002399 loss: 0.2222 (0.2170) loss_rec_all: 0.2479 (0.2425) loss_rec_sfr: 0.3303 (0.3384) loss_cl: -0.2784 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [20:39:39.930588] Epoch: [47] [2400/2904] eta: 0:06:19 lr: 0.002399 loss: 0.2030 (0.2170) loss_rec_all: 0.2287 (0.2425) loss_rec_sfr: 0.3351 (0.3386) loss_cl: -0.2793 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [20:39:54.845422] Epoch: [47] [2420/2904] eta: 0:06:04 lr: 0.002399 loss: 0.2089 (0.2171) loss_rec_all: 0.2351 (0.2426) loss_rec_sfr: 0.2997 (0.3386) loss_cl: -0.2790 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [20:40:09.762135] Epoch: [47] [2440/2904] eta: 0:05:49 lr: 0.002399 loss: 0.2066 (0.2171) loss_rec_all: 0.2322 (0.2425) loss_rec_sfr: 0.3406 (0.3387) loss_cl: -0.2787 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [20:40:24.676741] Epoch: [47] [2460/2904] eta: 0:05:34 lr: 0.002399 loss: 0.2093 (0.2171) loss_rec_all: 0.2349 (0.2426) loss_rec_sfr: 0.3405 (0.3389) loss_cl: -0.2790 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [20:40:39.589007] Epoch: [47] [2480/2904] eta: 0:05:19 lr: 0.002399 loss: 0.2071 (0.2171) loss_rec_all: 0.2327 (0.2426) loss_rec_sfr: 0.3001 (0.3389) loss_cl: -0.2788 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [20:40:54.504920] Epoch: [47] [2500/2904] eta: 0:05:04 lr: 0.002399 loss: 0.2057 (0.2171) loss_rec_all: 0.2311 (0.2426) loss_rec_sfr: 0.3292 (0.3390) loss_cl: -0.2781 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [20:41:09.419537] Epoch: [47] [2520/2904] eta: 0:04:49 lr: 0.002399 loss: 0.2099 (0.2171) loss_rec_all: 0.2353 (0.2426) loss_rec_sfr: 0.3440 (0.3391) loss_cl: -0.2783 (-0.2787) time: 0.7457 data: 0.0003 max mem: 29860 [20:41:24.327057] Epoch: [47] [2540/2904] eta: 0:04:34 lr: 0.002399 loss: 0.2060 (0.2172) loss_rec_all: 0.2315 (0.2426) loss_rec_sfr: 0.3028 (0.3390) loss_cl: -0.2798 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [20:41:39.235523] Epoch: [47] [2560/2904] eta: 0:04:19 lr: 0.002399 loss: 0.2018 (0.2171) loss_rec_all: 0.2277 (0.2426) loss_rec_sfr: 0.3302 (0.3391) loss_cl: -0.2790 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [20:41:54.144007] Epoch: [47] [2580/2904] eta: 0:04:04 lr: 0.002399 loss: 0.2079 (0.2171) loss_rec_all: 0.2330 (0.2426) loss_rec_sfr: 0.3106 (0.3391) loss_cl: -0.2778 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [20:42:09.053382] Epoch: [47] [2600/2904] eta: 0:03:48 lr: 0.002399 loss: 0.2132 (0.2172) loss_rec_all: 0.2386 (0.2427) loss_rec_sfr: 0.3152 (0.3392) loss_cl: -0.2778 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [20:42:23.966993] Epoch: [47] [2620/2904] eta: 0:03:33 lr: 0.002399 loss: 0.2082 (0.2172) loss_rec_all: 0.2340 (0.2427) loss_rec_sfr: 0.2943 (0.3391) loss_cl: -0.2791 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [20:42:38.882015] Epoch: [47] [2640/2904] eta: 0:03:18 lr: 0.002399 loss: 0.2019 (0.2171) loss_rec_all: 0.2275 (0.2426) loss_rec_sfr: 0.3025 (0.3390) loss_cl: -0.2797 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [20:42:53.801268] Epoch: [47] [2660/2904] eta: 0:03:03 lr: 0.002399 loss: 0.2072 (0.2171) loss_rec_all: 0.2327 (0.2426) loss_rec_sfr: 0.3160 (0.3391) loss_cl: -0.2793 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [20:43:08.715257] Epoch: [47] [2680/2904] eta: 0:02:48 lr: 0.002399 loss: 0.2090 (0.2172) loss_rec_all: 0.2343 (0.2427) loss_rec_sfr: 0.3423 (0.3392) loss_cl: -0.2784 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [20:43:23.627288] Epoch: [47] [2700/2904] eta: 0:02:33 lr: 0.002399 loss: 0.2065 (0.2172) loss_rec_all: 0.2317 (0.2427) loss_rec_sfr: 0.3424 (0.3394) loss_cl: -0.2789 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [20:43:38.544782] Epoch: [47] [2720/2904] eta: 0:02:18 lr: 0.002399 loss: 0.2076 (0.2172) loss_rec_all: 0.2331 (0.2427) loss_rec_sfr: 0.2971 (0.3393) loss_cl: -0.2785 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [20:43:53.467096] Epoch: [47] [2740/2904] eta: 0:02:03 lr: 0.002399 loss: 0.2011 (0.2172) loss_rec_all: 0.2266 (0.2427) loss_rec_sfr: 0.2970 (0.3392) loss_cl: -0.2794 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [20:44:08.378161] Epoch: [47] [2760/2904] eta: 0:01:48 lr: 0.002399 loss: 0.2070 (0.2171) loss_rec_all: 0.2327 (0.2426) loss_rec_sfr: 0.2937 (0.3390) loss_cl: -0.2783 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [20:44:23.291251] Epoch: [47] [2780/2904] eta: 0:01:33 lr: 0.002399 loss: 0.2085 (0.2172) loss_rec_all: 0.2342 (0.2427) loss_rec_sfr: 0.3344 (0.3392) loss_cl: -0.2785 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [20:44:38.204469] Epoch: [47] [2800/2904] eta: 0:01:18 lr: 0.002399 loss: 0.2058 (0.2172) loss_rec_all: 0.2314 (0.2427) loss_rec_sfr: 0.3040 (0.3391) loss_cl: -0.2798 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [20:44:53.117581] Epoch: [47] [2820/2904] eta: 0:01:03 lr: 0.002399 loss: 0.2074 (0.2172) loss_rec_all: 0.2326 (0.2427) loss_rec_sfr: 0.3341 (0.3392) loss_cl: -0.2785 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [20:45:08.060097] Epoch: [47] [2840/2904] eta: 0:00:48 lr: 0.002399 loss: 0.2050 (0.2172) loss_rec_all: 0.2305 (0.2427) loss_rec_sfr: 0.3056 (0.3392) loss_cl: -0.2783 (-0.2787) time: 0.7471 data: 0.0023 max mem: 29860 [20:45:22.956848] Epoch: [47] [2860/2904] eta: 0:00:33 lr: 0.002399 loss: 0.2081 (0.2172) loss_rec_all: 0.2340 (0.2427) loss_rec_sfr: 0.2965 (0.3391) loss_cl: -0.2786 (-0.2787) time: 0.7448 data: 0.0001 max mem: 29860 [20:45:37.850856] Epoch: [47] [2880/2904] eta: 0:00:18 lr: 0.002399 loss: 0.2041 (0.2172) loss_rec_all: 0.2300 (0.2427) loss_rec_sfr: 0.3021 (0.3391) loss_cl: -0.2790 (-0.2787) time: 0.7447 data: 0.0001 max mem: 29860 [20:45:52.743120] Epoch: [47] [2900/2904] eta: 0:00:03 lr: 0.002399 loss: 0.2085 (0.2172) loss_rec_all: 0.2345 (0.2427) loss_rec_sfr: 0.3028 (0.3391) loss_cl: -0.2790 (-0.2787) time: 0.7446 data: 0.0001 max mem: 29860 [20:45:54.985410] Epoch: [47] [2903/2904] eta: 0:00:00 lr: 0.002399 loss: 0.2085 (0.2172) loss_rec_all: 0.2345 (0.2427) loss_rec_sfr: 0.3009 (0.3391) loss_cl: -0.2792 (-0.2787) time: 0.7446 data: 0.0001 max mem: 29860 [20:45:57.062733] Epoch: [47] Total time: 0:36:26 (0.7530 s / it) [20:45:57.087433] Averaged stats: lr: 0.002399 loss: 0.2085 (0.2193) loss_rec_all: 0.2345 (0.2425) loss_rec_sfr: 0.3009 (0.3387) loss_cl: -0.2792 (-0.2554) [20:45:57.092148] log_dir: ./checkpoint/VF2_ViT-B [20:46:14.343290] Epoch: [48] [ 0/2904] eta: 13:54:54 lr: 0.002399 loss: 0.2118 (0.2118) loss_rec_all: 0.2378 (0.2378) loss_rec_sfr: 0.2885 (0.2885) loss_cl: -0.2806 (-0.2806) time: 17.2500 data: 15.6494 max mem: 29860 [20:46:30.564484] Epoch: [48] [ 20/2904] eta: 1:16:36 lr: 0.002399 loss: 0.2071 (0.2243) loss_rec_all: 0.2326 (0.2497) loss_rec_sfr: 0.3236 (0.3564) loss_cl: -0.2785 (-0.2786) time: 0.8110 data: 0.0002 max mem: 29860 [20:46:45.440051] Epoch: [48] [ 40/2904] eta: 0:56:17 lr: 0.002399 loss: 0.2039 (0.2195) loss_rec_all: 0.2294 (0.2449) loss_rec_sfr: 0.2944 (0.3422) loss_cl: -0.2783 (-0.2785) time: 0.7437 data: 0.0002 max mem: 29860 [20:47:00.327037] Epoch: [48] [ 60/2904] eta: 0:49:08 lr: 0.002399 loss: 0.2075 (0.2172) loss_rec_all: 0.2331 (0.2427) loss_rec_sfr: 0.2941 (0.3364) loss_cl: -0.2788 (-0.2786) time: 0.7443 data: 0.0002 max mem: 29860 [20:47:15.227652] Epoch: [48] [ 80/2904] eta: 0:45:23 lr: 0.002399 loss: 0.2031 (0.2177) loss_rec_all: 0.2290 (0.2432) loss_rec_sfr: 0.2992 (0.3386) loss_cl: -0.2788 (-0.2786) time: 0.7450 data: 0.0002 max mem: 29860 [20:47:30.137601] Epoch: [48] [ 100/2904] eta: 0:43:03 lr: 0.002399 loss: 0.2038 (0.2176) loss_rec_all: 0.2298 (0.2431) loss_rec_sfr: 0.3450 (0.3425) loss_cl: -0.2789 (-0.2786) time: 0.7455 data: 0.0002 max mem: 29860 [20:47:45.063162] Epoch: [48] [ 120/2904] eta: 0:41:24 lr: 0.002399 loss: 0.2097 (0.2180) loss_rec_all: 0.2353 (0.2434) loss_rec_sfr: 0.2960 (0.3413) loss_cl: -0.2781 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [20:47:59.988296] Epoch: [48] [ 140/2904] eta: 0:40:08 lr: 0.002399 loss: 0.2045 (0.2185) loss_rec_all: 0.2301 (0.2439) loss_rec_sfr: 0.3305 (0.3434) loss_cl: -0.2789 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [20:48:14.909180] Epoch: [48] [ 160/2904] eta: 0:39:08 lr: 0.002399 loss: 0.2063 (0.2171) loss_rec_all: 0.2318 (0.2426) loss_rec_sfr: 0.2971 (0.3383) loss_cl: -0.2793 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [20:48:29.856423] Epoch: [48] [ 180/2904] eta: 0:38:18 lr: 0.002399 loss: 0.2028 (0.2165) loss_rec_all: 0.2287 (0.2420) loss_rec_sfr: 0.2864 (0.3351) loss_cl: -0.2787 (-0.2787) time: 0.7473 data: 0.0002 max mem: 29860 [20:48:44.776137] Epoch: [48] [ 200/2904] eta: 0:37:35 lr: 0.002399 loss: 0.2076 (0.2166) loss_rec_all: 0.2334 (0.2422) loss_rec_sfr: 0.3199 (0.3355) loss_cl: -0.2785 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [20:48:59.700981] Epoch: [48] [ 220/2904] eta: 0:36:57 lr: 0.002399 loss: 0.2056 (0.2171) loss_rec_all: 0.2309 (0.2426) loss_rec_sfr: 0.3320 (0.3383) loss_cl: -0.2788 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [20:49:14.627081] Epoch: [48] [ 240/2904] eta: 0:36:23 lr: 0.002399 loss: 0.2039 (0.2162) loss_rec_all: 0.2300 (0.2417) loss_rec_sfr: 0.2942 (0.3363) loss_cl: -0.2795 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [20:49:29.549809] Epoch: [48] [ 260/2904] eta: 0:35:52 lr: 0.002399 loss: 0.2084 (0.2169) loss_rec_all: 0.2344 (0.2424) loss_rec_sfr: 0.2969 (0.3380) loss_cl: -0.2779 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [20:49:44.481585] Epoch: [48] [ 280/2904] eta: 0:35:23 lr: 0.002399 loss: 0.2070 (0.2162) loss_rec_all: 0.2328 (0.2417) loss_rec_sfr: 0.3107 (0.3362) loss_cl: -0.2783 (-0.2786) time: 0.7465 data: 0.0002 max mem: 29860 [20:49:59.411188] Epoch: [48] [ 300/2904] eta: 0:34:56 lr: 0.002399 loss: 0.2055 (0.2166) loss_rec_all: 0.2316 (0.2421) loss_rec_sfr: 0.2864 (0.3365) loss_cl: -0.2794 (-0.2786) time: 0.7464 data: 0.0002 max mem: 29860 [20:50:14.335570] Epoch: [48] [ 320/2904] eta: 0:34:30 lr: 0.002399 loss: 0.2055 (0.2159) loss_rec_all: 0.2311 (0.2414) loss_rec_sfr: 0.2929 (0.3340) loss_cl: -0.2805 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [20:50:29.256862] Epoch: [48] [ 340/2904] eta: 0:34:06 lr: 0.002399 loss: 0.2072 (0.2159) loss_rec_all: 0.2330 (0.2415) loss_rec_sfr: 0.3005 (0.3336) loss_cl: -0.2789 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [20:50:44.197229] Epoch: [48] [ 360/2904] eta: 0:33:43 lr: 0.002399 loss: 0.2031 (0.2158) loss_rec_all: 0.2290 (0.2414) loss_rec_sfr: 0.2913 (0.3335) loss_cl: -0.2780 (-0.2787) time: 0.7470 data: 0.0002 max mem: 29860 [20:50:59.118178] Epoch: [48] [ 380/2904] eta: 0:33:20 lr: 0.002399 loss: 0.2031 (0.2158) loss_rec_all: 0.2290 (0.2413) loss_rec_sfr: 0.3035 (0.3336) loss_cl: -0.2787 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [20:51:14.042886] Epoch: [48] [ 400/2904] eta: 0:32:59 lr: 0.002399 loss: 0.2014 (0.2154) loss_rec_all: 0.2274 (0.2410) loss_rec_sfr: 0.3001 (0.3326) loss_cl: -0.2795 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [20:51:28.967121] Epoch: [48] [ 420/2904] eta: 0:32:38 lr: 0.002399 loss: 0.2060 (0.2158) loss_rec_all: 0.2314 (0.2414) loss_rec_sfr: 0.3011 (0.3338) loss_cl: -0.2786 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [20:51:43.893025] Epoch: [48] [ 440/2904] eta: 0:32:17 lr: 0.002399 loss: 0.2044 (0.2159) loss_rec_all: 0.2301 (0.2414) loss_rec_sfr: 0.3228 (0.3343) loss_cl: -0.2790 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [20:51:58.816335] Epoch: [48] [ 460/2904] eta: 0:31:57 lr: 0.002399 loss: 0.2026 (0.2155) loss_rec_all: 0.2286 (0.2411) loss_rec_sfr: 0.2973 (0.3333) loss_cl: -0.2789 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [20:52:13.738507] Epoch: [48] [ 480/2904] eta: 0:31:38 lr: 0.002399 loss: 0.2051 (0.2156) loss_rec_all: 0.2307 (0.2412) loss_rec_sfr: 0.3284 (0.3337) loss_cl: -0.2780 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [20:52:28.654987] Epoch: [48] [ 500/2904] eta: 0:31:18 lr: 0.002399 loss: 0.2036 (0.2153) loss_rec_all: 0.2293 (0.2408) loss_rec_sfr: 0.2996 (0.3329) loss_cl: -0.2790 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [20:52:43.576581] Epoch: [48] [ 520/2904] eta: 0:30:59 lr: 0.002399 loss: 0.2050 (0.2153) loss_rec_all: 0.2305 (0.2408) loss_rec_sfr: 0.3056 (0.3328) loss_cl: -0.2794 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [20:52:58.492649] Epoch: [48] [ 540/2904] eta: 0:30:41 lr: 0.002399 loss: 0.2047 (0.2158) loss_rec_all: 0.2302 (0.2414) loss_rec_sfr: 0.3451 (0.3349) loss_cl: -0.2783 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [20:53:13.409497] Epoch: [48] [ 560/2904] eta: 0:30:22 lr: 0.002399 loss: 0.2090 (0.2162) loss_rec_all: 0.2348 (0.2418) loss_rec_sfr: 0.3366 (0.3361) loss_cl: -0.2786 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [20:53:28.328048] Epoch: [48] [ 580/2904] eta: 0:30:04 lr: 0.002399 loss: 0.2070 (0.2165) loss_rec_all: 0.2327 (0.2420) loss_rec_sfr: 0.3309 (0.3371) loss_cl: -0.2785 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [20:53:43.249409] Epoch: [48] [ 600/2904] eta: 0:29:46 lr: 0.002399 loss: 0.2028 (0.2165) loss_rec_all: 0.2289 (0.2420) loss_rec_sfr: 0.3148 (0.3373) loss_cl: -0.2795 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [20:53:58.167262] Epoch: [48] [ 620/2904] eta: 0:29:29 lr: 0.002399 loss: 0.2028 (0.2164) loss_rec_all: 0.2282 (0.2419) loss_rec_sfr: 0.3053 (0.3369) loss_cl: -0.2786 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [20:54:13.089276] Epoch: [48] [ 640/2904] eta: 0:29:11 lr: 0.002399 loss: 0.2040 (0.2165) loss_rec_all: 0.2294 (0.2420) loss_rec_sfr: 0.3267 (0.3375) loss_cl: -0.2784 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [20:54:28.011962] Epoch: [48] [ 660/2904] eta: 0:28:54 lr: 0.002399 loss: 0.2048 (0.2164) loss_rec_all: 0.2306 (0.2419) loss_rec_sfr: 0.3414 (0.3379) loss_cl: -0.2786 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [20:54:42.928201] Epoch: [48] [ 680/2904] eta: 0:28:37 lr: 0.002399 loss: 0.2026 (0.2162) loss_rec_all: 0.2288 (0.2417) loss_rec_sfr: 0.3000 (0.3373) loss_cl: -0.2791 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [20:54:57.844722] Epoch: [48] [ 700/2904] eta: 0:28:20 lr: 0.002399 loss: 0.2151 (0.2165) loss_rec_all: 0.2409 (0.2420) loss_rec_sfr: 0.3428 (0.3382) loss_cl: -0.2793 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [20:55:12.760818] Epoch: [48] [ 720/2904] eta: 0:28:03 lr: 0.002399 loss: 0.2121 (0.2170) loss_rec_all: 0.2375 (0.2424) loss_rec_sfr: 0.3427 (0.3396) loss_cl: -0.2780 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [20:55:27.683852] Epoch: [48] [ 740/2904] eta: 0:27:46 lr: 0.002399 loss: 0.2048 (0.2170) loss_rec_all: 0.2303 (0.2425) loss_rec_sfr: 0.2986 (0.3395) loss_cl: -0.2791 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [20:55:42.610498] Epoch: [48] [ 760/2904] eta: 0:27:29 lr: 0.002399 loss: 0.2108 (0.2171) loss_rec_all: 0.2365 (0.2426) loss_rec_sfr: 0.3254 (0.3401) loss_cl: -0.2793 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [20:55:57.536357] Epoch: [48] [ 780/2904] eta: 0:27:12 lr: 0.002399 loss: 0.2042 (0.2172) loss_rec_all: 0.2297 (0.2427) loss_rec_sfr: 0.3335 (0.3405) loss_cl: -0.2781 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [20:56:12.459151] Epoch: [48] [ 800/2904] eta: 0:26:56 lr: 0.002399 loss: 0.2092 (0.2173) loss_rec_all: 0.2351 (0.2428) loss_rec_sfr: 0.2998 (0.3405) loss_cl: -0.2788 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [20:56:27.380911] Epoch: [48] [ 820/2904] eta: 0:26:39 lr: 0.002399 loss: 0.2057 (0.2173) loss_rec_all: 0.2315 (0.2428) loss_rec_sfr: 0.2992 (0.3403) loss_cl: -0.2788 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [20:56:42.307769] Epoch: [48] [ 840/2904] eta: 0:26:23 lr: 0.002399 loss: 0.2026 (0.2171) loss_rec_all: 0.2281 (0.2426) loss_rec_sfr: 0.2921 (0.3397) loss_cl: -0.2773 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [20:56:57.235002] Epoch: [48] [ 860/2904] eta: 0:26:07 lr: 0.002399 loss: 0.2084 (0.2172) loss_rec_all: 0.2341 (0.2426) loss_rec_sfr: 0.3086 (0.3399) loss_cl: -0.2780 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [20:57:12.158265] Epoch: [48] [ 880/2904] eta: 0:25:50 lr: 0.002399 loss: 0.2063 (0.2171) loss_rec_all: 0.2321 (0.2426) loss_rec_sfr: 0.2953 (0.3394) loss_cl: -0.2783 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [20:57:27.081236] Epoch: [48] [ 900/2904] eta: 0:25:34 lr: 0.002399 loss: 0.2041 (0.2169) loss_rec_all: 0.2301 (0.2424) loss_rec_sfr: 0.2979 (0.3392) loss_cl: -0.2795 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [20:57:42.006649] Epoch: [48] [ 920/2904] eta: 0:25:18 lr: 0.002399 loss: 0.2062 (0.2170) loss_rec_all: 0.2315 (0.2425) loss_rec_sfr: 0.3268 (0.3393) loss_cl: -0.2790 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [20:57:56.936399] Epoch: [48] [ 940/2904] eta: 0:25:02 lr: 0.002399 loss: 0.2063 (0.2169) loss_rec_all: 0.2315 (0.2424) loss_rec_sfr: 0.2938 (0.3389) loss_cl: -0.2783 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [20:58:11.857182] Epoch: [48] [ 960/2904] eta: 0:24:46 lr: 0.002399 loss: 0.2055 (0.2169) loss_rec_all: 0.2315 (0.2424) loss_rec_sfr: 0.3028 (0.3389) loss_cl: -0.2785 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [20:58:26.783304] Epoch: [48] [ 980/2904] eta: 0:24:30 lr: 0.002399 loss: 0.2077 (0.2170) loss_rec_all: 0.2333 (0.2424) loss_rec_sfr: 0.3070 (0.3390) loss_cl: -0.2786 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [20:58:41.716567] Epoch: [48] [1000/2904] eta: 0:24:14 lr: 0.002399 loss: 0.2068 (0.2169) loss_rec_all: 0.2328 (0.2424) loss_rec_sfr: 0.3051 (0.3386) loss_cl: -0.2789 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [20:58:56.637831] Epoch: [48] [1020/2904] eta: 0:23:58 lr: 0.002399 loss: 0.2048 (0.2168) loss_rec_all: 0.2304 (0.2423) loss_rec_sfr: 0.3009 (0.3384) loss_cl: -0.2789 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [20:59:11.577483] Epoch: [48] [1040/2904] eta: 0:23:42 lr: 0.002399 loss: 0.2015 (0.2168) loss_rec_all: 0.2273 (0.2423) loss_rec_sfr: 0.3284 (0.3384) loss_cl: -0.2791 (-0.2787) time: 0.7469 data: 0.0002 max mem: 29860 [20:59:26.500578] Epoch: [48] [1060/2904] eta: 0:23:26 lr: 0.002399 loss: 0.2045 (0.2169) loss_rec_all: 0.2301 (0.2423) loss_rec_sfr: 0.3355 (0.3387) loss_cl: -0.2783 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [20:59:41.426770] Epoch: [48] [1080/2904] eta: 0:23:10 lr: 0.002399 loss: 0.2056 (0.2167) loss_rec_all: 0.2314 (0.2422) loss_rec_sfr: 0.2979 (0.3383) loss_cl: -0.2785 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [20:59:56.353661] Epoch: [48] [1100/2904] eta: 0:22:55 lr: 0.002399 loss: 0.2084 (0.2168) loss_rec_all: 0.2342 (0.2423) loss_rec_sfr: 0.3042 (0.3382) loss_cl: -0.2786 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [21:00:11.274621] Epoch: [48] [1120/2904] eta: 0:22:39 lr: 0.002399 loss: 0.2065 (0.2167) loss_rec_all: 0.2326 (0.2422) loss_rec_sfr: 0.3008 (0.3380) loss_cl: -0.2795 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [21:00:26.195463] Epoch: [48] [1140/2904] eta: 0:22:23 lr: 0.002399 loss: 0.2045 (0.2166) loss_rec_all: 0.2296 (0.2421) loss_rec_sfr: 0.2857 (0.3375) loss_cl: -0.2788 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [21:00:41.114793] Epoch: [48] [1160/2904] eta: 0:22:07 lr: 0.002399 loss: 0.2054 (0.2166) loss_rec_all: 0.2314 (0.2421) loss_rec_sfr: 0.2997 (0.3372) loss_cl: -0.2794 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [21:00:56.036575] Epoch: [48] [1180/2904] eta: 0:21:52 lr: 0.002399 loss: 0.2057 (0.2165) loss_rec_all: 0.2317 (0.2420) loss_rec_sfr: 0.2946 (0.3370) loss_cl: -0.2794 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [21:01:10.954150] Epoch: [48] [1200/2904] eta: 0:21:36 lr: 0.002399 loss: 0.2034 (0.2164) loss_rec_all: 0.2290 (0.2419) loss_rec_sfr: 0.3248 (0.3369) loss_cl: -0.2790 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [21:01:25.878609] Epoch: [48] [1220/2904] eta: 0:21:20 lr: 0.002399 loss: 0.2077 (0.2164) loss_rec_all: 0.2327 (0.2419) loss_rec_sfr: 0.3109 (0.3369) loss_cl: -0.2788 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [21:01:40.800046] Epoch: [48] [1240/2904] eta: 0:21:05 lr: 0.002399 loss: 0.2093 (0.2165) loss_rec_all: 0.2346 (0.2420) loss_rec_sfr: 0.3010 (0.3372) loss_cl: -0.2777 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [21:01:55.719211] Epoch: [48] [1260/2904] eta: 0:20:49 lr: 0.002399 loss: 0.2088 (0.2166) loss_rec_all: 0.2343 (0.2421) loss_rec_sfr: 0.3433 (0.3375) loss_cl: -0.2784 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [21:02:10.641082] Epoch: [48] [1280/2904] eta: 0:20:34 lr: 0.002399 loss: 0.2073 (0.2166) loss_rec_all: 0.2330 (0.2421) loss_rec_sfr: 0.3308 (0.3376) loss_cl: -0.2784 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [21:02:25.564840] Epoch: [48] [1300/2904] eta: 0:20:18 lr: 0.002399 loss: 0.2063 (0.2167) loss_rec_all: 0.2321 (0.2422) loss_rec_sfr: 0.3454 (0.3380) loss_cl: -0.2793 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [21:02:40.487831] Epoch: [48] [1320/2904] eta: 0:20:03 lr: 0.002399 loss: 0.2030 (0.2167) loss_rec_all: 0.2287 (0.2422) loss_rec_sfr: 0.3256 (0.3380) loss_cl: -0.2797 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [21:02:55.408377] Epoch: [48] [1340/2904] eta: 0:19:47 lr: 0.002399 loss: 0.2041 (0.2167) loss_rec_all: 0.2303 (0.2422) loss_rec_sfr: 0.2908 (0.3380) loss_cl: -0.2784 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [21:03:10.338647] Epoch: [48] [1360/2904] eta: 0:19:32 lr: 0.002399 loss: 0.2039 (0.2167) loss_rec_all: 0.2300 (0.2422) loss_rec_sfr: 0.2961 (0.3377) loss_cl: -0.2793 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [21:03:25.265555] Epoch: [48] [1380/2904] eta: 0:19:16 lr: 0.002399 loss: 0.2018 (0.2165) loss_rec_all: 0.2272 (0.2421) loss_rec_sfr: 0.3012 (0.3373) loss_cl: -0.2785 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [21:03:40.190676] Epoch: [48] [1400/2904] eta: 0:19:01 lr: 0.002399 loss: 0.2080 (0.2167) loss_rec_all: 0.2336 (0.2422) loss_rec_sfr: 0.3397 (0.3378) loss_cl: -0.2801 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [21:03:55.114015] Epoch: [48] [1420/2904] eta: 0:18:45 lr: 0.002399 loss: 0.2012 (0.2166) loss_rec_all: 0.2271 (0.2421) loss_rec_sfr: 0.2828 (0.3377) loss_cl: -0.2779 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [21:04:10.035873] Epoch: [48] [1440/2904] eta: 0:18:30 lr: 0.002399 loss: 0.2029 (0.2166) loss_rec_all: 0.2288 (0.2421) loss_rec_sfr: 0.3027 (0.3377) loss_cl: -0.2776 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [21:04:24.961701] Epoch: [48] [1460/2904] eta: 0:18:14 lr: 0.002399 loss: 0.2023 (0.2164) loss_rec_all: 0.2279 (0.2419) loss_rec_sfr: 0.2854 (0.3370) loss_cl: -0.2780 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [21:04:39.879167] Epoch: [48] [1480/2904] eta: 0:17:59 lr: 0.002399 loss: 0.2065 (0.2164) loss_rec_all: 0.2321 (0.2419) loss_rec_sfr: 0.3004 (0.3370) loss_cl: -0.2795 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [21:04:54.802912] Epoch: [48] [1500/2904] eta: 0:17:44 lr: 0.002399 loss: 0.2022 (0.2163) loss_rec_all: 0.2281 (0.2419) loss_rec_sfr: 0.2987 (0.3367) loss_cl: -0.2794 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [21:05:09.724135] Epoch: [48] [1520/2904] eta: 0:17:28 lr: 0.002399 loss: 0.2182 (0.2166) loss_rec_all: 0.2439 (0.2421) loss_rec_sfr: 0.3363 (0.3372) loss_cl: -0.2783 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [21:05:24.630781] Epoch: [48] [1540/2904] eta: 0:17:13 lr: 0.002399 loss: 0.2142 (0.2166) loss_rec_all: 0.2400 (0.2421) loss_rec_sfr: 0.3051 (0.3369) loss_cl: -0.2785 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [21:05:39.551018] Epoch: [48] [1560/2904] eta: 0:16:58 lr: 0.002399 loss: 0.2166 (0.2167) loss_rec_all: 0.2421 (0.2422) loss_rec_sfr: 0.3390 (0.3371) loss_cl: -0.2783 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [21:05:54.465062] Epoch: [48] [1580/2904] eta: 0:16:42 lr: 0.002399 loss: 0.2056 (0.2166) loss_rec_all: 0.2317 (0.2421) loss_rec_sfr: 0.2932 (0.3366) loss_cl: -0.2792 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [21:06:09.383367] Epoch: [48] [1600/2904] eta: 0:16:27 lr: 0.002399 loss: 0.2074 (0.2168) loss_rec_all: 0.2331 (0.2423) loss_rec_sfr: 0.3420 (0.3373) loss_cl: -0.2786 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [21:06:24.296721] Epoch: [48] [1620/2904] eta: 0:16:12 lr: 0.002399 loss: 0.2064 (0.2168) loss_rec_all: 0.2319 (0.2423) loss_rec_sfr: 0.3287 (0.3375) loss_cl: -0.2790 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [21:06:39.219434] Epoch: [48] [1640/2904] eta: 0:15:56 lr: 0.002399 loss: 0.2088 (0.2168) loss_rec_all: 0.2342 (0.2424) loss_rec_sfr: 0.3347 (0.3376) loss_cl: -0.2784 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [21:06:54.140458] Epoch: [48] [1660/2904] eta: 0:15:41 lr: 0.002399 loss: 0.2079 (0.2169) loss_rec_all: 0.2339 (0.2424) loss_rec_sfr: 0.3012 (0.3376) loss_cl: -0.2792 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [21:07:09.061586] Epoch: [48] [1680/2904] eta: 0:15:26 lr: 0.002399 loss: 0.2037 (0.2169) loss_rec_all: 0.2292 (0.2424) loss_rec_sfr: 0.2968 (0.3375) loss_cl: -0.2777 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [21:07:23.980314] Epoch: [48] [1700/2904] eta: 0:15:10 lr: 0.002399 loss: 0.2082 (0.2169) loss_rec_all: 0.2340 (0.2424) loss_rec_sfr: 0.3002 (0.3377) loss_cl: -0.2784 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [21:07:38.897624] Epoch: [48] [1720/2904] eta: 0:14:55 lr: 0.002399 loss: 0.2045 (0.2171) loss_rec_all: 0.2301 (0.2426) loss_rec_sfr: 0.3432 (0.3380) loss_cl: -0.2792 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [21:07:53.819553] Epoch: [48] [1740/2904] eta: 0:14:40 lr: 0.002399 loss: 0.2054 (0.2170) loss_rec_all: 0.2311 (0.2425) loss_rec_sfr: 0.3001 (0.3379) loss_cl: -0.2794 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [21:08:08.746673] Epoch: [48] [1760/2904] eta: 0:14:25 lr: 0.002399 loss: 0.2084 (0.2170) loss_rec_all: 0.2344 (0.2425) loss_rec_sfr: 0.3133 (0.3377) loss_cl: -0.2789 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [21:08:23.665539] Epoch: [48] [1780/2904] eta: 0:14:09 lr: 0.002399 loss: 0.2055 (0.2169) loss_rec_all: 0.2315 (0.2424) loss_rec_sfr: 0.2934 (0.3377) loss_cl: -0.2784 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [21:08:38.584631] Epoch: [48] [1800/2904] eta: 0:13:54 lr: 0.002399 loss: 0.2052 (0.2169) loss_rec_all: 0.2305 (0.2424) loss_rec_sfr: 0.3315 (0.3378) loss_cl: -0.2786 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [21:08:53.507821] Epoch: [48] [1820/2904] eta: 0:13:39 lr: 0.002399 loss: 0.2039 (0.2169) loss_rec_all: 0.2297 (0.2424) loss_rec_sfr: 0.2935 (0.3375) loss_cl: -0.2797 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [21:09:08.428184] Epoch: [48] [1840/2904] eta: 0:13:24 lr: 0.002399 loss: 0.2059 (0.2169) loss_rec_all: 0.2318 (0.2424) loss_rec_sfr: 0.2986 (0.3376) loss_cl: -0.2785 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [21:09:23.347567] Epoch: [48] [1860/2904] eta: 0:13:08 lr: 0.002399 loss: 0.2071 (0.2168) loss_rec_all: 0.2329 (0.2423) loss_rec_sfr: 0.3054 (0.3374) loss_cl: -0.2785 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [21:09:38.260664] Epoch: [48] [1880/2904] eta: 0:12:53 lr: 0.002399 loss: 0.2035 (0.2168) loss_rec_all: 0.2295 (0.2423) loss_rec_sfr: 0.2881 (0.3373) loss_cl: -0.2793 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [21:09:53.174952] Epoch: [48] [1900/2904] eta: 0:12:38 lr: 0.002399 loss: 0.2104 (0.2168) loss_rec_all: 0.2359 (0.2423) loss_rec_sfr: 0.2984 (0.3371) loss_cl: -0.2795 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [21:10:08.089204] Epoch: [48] [1920/2904] eta: 0:12:23 lr: 0.002399 loss: 0.2045 (0.2168) loss_rec_all: 0.2302 (0.2423) loss_rec_sfr: 0.3055 (0.3372) loss_cl: -0.2787 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [21:10:23.005728] Epoch: [48] [1940/2904] eta: 0:12:08 lr: 0.002399 loss: 0.2078 (0.2168) loss_rec_all: 0.2338 (0.2423) loss_rec_sfr: 0.3021 (0.3372) loss_cl: -0.2783 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [21:10:37.924089] Epoch: [48] [1960/2904] eta: 0:11:52 lr: 0.002399 loss: 0.2111 (0.2169) loss_rec_all: 0.2368 (0.2424) loss_rec_sfr: 0.3016 (0.3373) loss_cl: -0.2779 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [21:10:52.852366] Epoch: [48] [1980/2904] eta: 0:11:37 lr: 0.002399 loss: 0.2049 (0.2168) loss_rec_all: 0.2307 (0.2423) loss_rec_sfr: 0.2952 (0.3372) loss_cl: -0.2782 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [21:11:07.771075] Epoch: [48] [2000/2904] eta: 0:11:22 lr: 0.002399 loss: 0.2055 (0.2168) loss_rec_all: 0.2316 (0.2424) loss_rec_sfr: 0.3190 (0.3373) loss_cl: -0.2794 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [21:11:22.692133] Epoch: [48] [2020/2904] eta: 0:11:07 lr: 0.002399 loss: 0.2068 (0.2168) loss_rec_all: 0.2324 (0.2423) loss_rec_sfr: 0.3345 (0.3373) loss_cl: -0.2783 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [21:11:37.612635] Epoch: [48] [2040/2904] eta: 0:10:52 lr: 0.002399 loss: 0.2077 (0.2169) loss_rec_all: 0.2335 (0.2424) loss_rec_sfr: 0.2960 (0.3374) loss_cl: -0.2784 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [21:11:52.534251] Epoch: [48] [2060/2904] eta: 0:10:36 lr: 0.002399 loss: 0.2078 (0.2169) loss_rec_all: 0.2334 (0.2424) loss_rec_sfr: 0.3079 (0.3374) loss_cl: -0.2788 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [21:12:07.454999] Epoch: [48] [2080/2904] eta: 0:10:21 lr: 0.002399 loss: 0.2076 (0.2169) loss_rec_all: 0.2333 (0.2424) loss_rec_sfr: 0.2964 (0.3374) loss_cl: -0.2790 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [21:12:22.377828] Epoch: [48] [2100/2904] eta: 0:10:06 lr: 0.002399 loss: 0.2020 (0.2168) loss_rec_all: 0.2275 (0.2423) loss_rec_sfr: 0.3186 (0.3373) loss_cl: -0.2791 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [21:12:37.300270] Epoch: [48] [2120/2904] eta: 0:09:51 lr: 0.002399 loss: 0.2104 (0.2168) loss_rec_all: 0.2357 (0.2423) loss_rec_sfr: 0.3022 (0.3371) loss_cl: -0.2781 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [21:12:52.221266] Epoch: [48] [2140/2904] eta: 0:09:36 lr: 0.002399 loss: 0.2030 (0.2167) loss_rec_all: 0.2291 (0.2423) loss_rec_sfr: 0.2930 (0.3369) loss_cl: -0.2789 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [21:13:07.144447] Epoch: [48] [2160/2904] eta: 0:09:21 lr: 0.002399 loss: 0.2063 (0.2168) loss_rec_all: 0.2318 (0.2423) loss_rec_sfr: 0.3276 (0.3371) loss_cl: -0.2789 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [21:13:22.065922] Epoch: [48] [2180/2904] eta: 0:09:06 lr: 0.002399 loss: 0.2098 (0.2169) loss_rec_all: 0.2350 (0.2424) loss_rec_sfr: 0.3387 (0.3373) loss_cl: -0.2795 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [21:13:36.984589] Epoch: [48] [2200/2904] eta: 0:08:50 lr: 0.002399 loss: 0.2086 (0.2168) loss_rec_all: 0.2339 (0.2423) loss_rec_sfr: 0.3438 (0.3374) loss_cl: -0.2782 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [21:13:51.903567] Epoch: [48] [2220/2904] eta: 0:08:35 lr: 0.002399 loss: 0.2042 (0.2168) loss_rec_all: 0.2302 (0.2423) loss_rec_sfr: 0.3317 (0.3375) loss_cl: -0.2776 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [21:14:06.825572] Epoch: [48] [2240/2904] eta: 0:08:20 lr: 0.002399 loss: 0.2083 (0.2169) loss_rec_all: 0.2337 (0.2424) loss_rec_sfr: 0.3242 (0.3377) loss_cl: -0.2785 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [21:14:21.748035] Epoch: [48] [2260/2904] eta: 0:08:05 lr: 0.002399 loss: 0.2029 (0.2168) loss_rec_all: 0.2284 (0.2424) loss_rec_sfr: 0.3256 (0.3376) loss_cl: -0.2792 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [21:14:36.668468] Epoch: [48] [2280/2904] eta: 0:07:50 lr: 0.002399 loss: 0.2026 (0.2168) loss_rec_all: 0.2285 (0.2423) loss_rec_sfr: 0.3046 (0.3374) loss_cl: -0.2788 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [21:14:51.583592] Epoch: [48] [2300/2904] eta: 0:07:35 lr: 0.002399 loss: 0.2037 (0.2168) loss_rec_all: 0.2296 (0.2423) loss_rec_sfr: 0.3012 (0.3373) loss_cl: -0.2789 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [21:15:06.495889] Epoch: [48] [2320/2904] eta: 0:07:20 lr: 0.002399 loss: 0.2031 (0.2168) loss_rec_all: 0.2292 (0.2423) loss_rec_sfr: 0.3334 (0.3374) loss_cl: -0.2786 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [21:15:21.411864] Epoch: [48] [2340/2904] eta: 0:07:05 lr: 0.002399 loss: 0.2098 (0.2168) loss_rec_all: 0.2353 (0.2423) loss_rec_sfr: 0.2966 (0.3375) loss_cl: -0.2784 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [21:15:36.332559] Epoch: [48] [2360/2904] eta: 0:06:49 lr: 0.002399 loss: 0.2072 (0.2169) loss_rec_all: 0.2330 (0.2424) loss_rec_sfr: 0.3154 (0.3376) loss_cl: -0.2791 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [21:15:51.251291] Epoch: [48] [2380/2904] eta: 0:06:34 lr: 0.002399 loss: 0.2079 (0.2168) loss_rec_all: 0.2332 (0.2423) loss_rec_sfr: 0.3051 (0.3376) loss_cl: -0.2788 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [21:16:06.179783] Epoch: [48] [2400/2904] eta: 0:06:19 lr: 0.002399 loss: 0.2060 (0.2168) loss_rec_all: 0.2314 (0.2423) loss_rec_sfr: 0.3230 (0.3375) loss_cl: -0.2790 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [21:16:21.103271] Epoch: [48] [2420/2904] eta: 0:06:04 lr: 0.002399 loss: 0.2067 (0.2168) loss_rec_all: 0.2322 (0.2423) loss_rec_sfr: 0.2980 (0.3373) loss_cl: -0.2787 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [21:16:36.019555] Epoch: [48] [2440/2904] eta: 0:05:49 lr: 0.002399 loss: 0.2011 (0.2167) loss_rec_all: 0.2267 (0.2422) loss_rec_sfr: 0.2922 (0.3371) loss_cl: -0.2789 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [21:16:50.939492] Epoch: [48] [2460/2904] eta: 0:05:34 lr: 0.002399 loss: 0.2044 (0.2167) loss_rec_all: 0.2304 (0.2422) loss_rec_sfr: 0.3059 (0.3370) loss_cl: -0.2791 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [21:17:05.859324] Epoch: [48] [2480/2904] eta: 0:05:19 lr: 0.002399 loss: 0.2027 (0.2167) loss_rec_all: 0.2281 (0.2422) loss_rec_sfr: 0.3316 (0.3370) loss_cl: -0.2781 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [21:17:20.778463] Epoch: [48] [2500/2904] eta: 0:05:04 lr: 0.002399 loss: 0.2091 (0.2167) loss_rec_all: 0.2346 (0.2422) loss_rec_sfr: 0.3484 (0.3372) loss_cl: -0.2788 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [21:17:35.697423] Epoch: [48] [2520/2904] eta: 0:04:49 lr: 0.002399 loss: 0.2116 (0.2168) loss_rec_all: 0.2369 (0.2423) loss_rec_sfr: 0.3287 (0.3375) loss_cl: -0.2789 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [21:17:50.615344] Epoch: [48] [2540/2904] eta: 0:04:34 lr: 0.002399 loss: 0.2095 (0.2169) loss_rec_all: 0.2354 (0.2424) loss_rec_sfr: 0.3321 (0.3376) loss_cl: -0.2794 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [21:18:05.537961] Epoch: [48] [2560/2904] eta: 0:04:19 lr: 0.002399 loss: 0.2054 (0.2169) loss_rec_all: 0.2316 (0.2424) loss_rec_sfr: 0.2985 (0.3376) loss_cl: -0.2789 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [21:18:20.463971] Epoch: [48] [2580/2904] eta: 0:04:03 lr: 0.002399 loss: 0.2048 (0.2169) loss_rec_all: 0.2308 (0.2424) loss_rec_sfr: 0.2948 (0.3376) loss_cl: -0.2789 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [21:18:35.384882] Epoch: [48] [2600/2904] eta: 0:03:48 lr: 0.002399 loss: 0.2048 (0.2169) loss_rec_all: 0.2306 (0.2424) loss_rec_sfr: 0.3221 (0.3377) loss_cl: -0.2791 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [21:18:50.302699] Epoch: [48] [2620/2904] eta: 0:03:33 lr: 0.002399 loss: 0.2039 (0.2169) loss_rec_all: 0.2293 (0.2424) loss_rec_sfr: 0.2903 (0.3377) loss_cl: -0.2782 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [21:19:05.218342] Epoch: [48] [2640/2904] eta: 0:03:18 lr: 0.002399 loss: 0.2051 (0.2169) loss_rec_all: 0.2307 (0.2424) loss_rec_sfr: 0.3273 (0.3376) loss_cl: -0.2779 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [21:19:20.134719] Epoch: [48] [2660/2904] eta: 0:03:03 lr: 0.002399 loss: 0.2124 (0.2169) loss_rec_all: 0.2381 (0.2424) loss_rec_sfr: 0.2937 (0.3376) loss_cl: -0.2785 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [21:19:35.058687] Epoch: [48] [2680/2904] eta: 0:02:48 lr: 0.002399 loss: 0.2059 (0.2169) loss_rec_all: 0.2315 (0.2424) loss_rec_sfr: 0.2971 (0.3376) loss_cl: -0.2797 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [21:19:49.985895] Epoch: [48] [2700/2904] eta: 0:02:33 lr: 0.002399 loss: 0.2076 (0.2169) loss_rec_all: 0.2330 (0.2424) loss_rec_sfr: 0.3295 (0.3376) loss_cl: -0.2788 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [21:20:04.913135] Epoch: [48] [2720/2904] eta: 0:02:18 lr: 0.002399 loss: 0.2092 (0.2169) loss_rec_all: 0.2351 (0.2424) loss_rec_sfr: 0.2954 (0.3375) loss_cl: -0.2791 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [21:20:19.836192] Epoch: [48] [2740/2904] eta: 0:02:03 lr: 0.002399 loss: 0.2075 (0.2169) loss_rec_all: 0.2333 (0.2424) loss_rec_sfr: 0.2974 (0.3375) loss_cl: -0.2786 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [21:20:34.766008] Epoch: [48] [2760/2904] eta: 0:01:48 lr: 0.002399 loss: 0.2119 (0.2169) loss_rec_all: 0.2374 (0.2424) loss_rec_sfr: 0.2987 (0.3375) loss_cl: -0.2788 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [21:20:49.691989] Epoch: [48] [2780/2904] eta: 0:01:33 lr: 0.002399 loss: 0.2104 (0.2169) loss_rec_all: 0.2357 (0.2424) loss_rec_sfr: 0.2999 (0.3375) loss_cl: -0.2787 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [21:21:04.613896] Epoch: [48] [2800/2904] eta: 0:01:18 lr: 0.002399 loss: 0.2066 (0.2169) loss_rec_all: 0.2318 (0.2424) loss_rec_sfr: 0.2997 (0.3375) loss_cl: -0.2781 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [21:21:19.541054] Epoch: [48] [2820/2904] eta: 0:01:03 lr: 0.002399 loss: 0.2020 (0.2168) loss_rec_all: 0.2272 (0.2423) loss_rec_sfr: 0.2921 (0.3373) loss_cl: -0.2787 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [21:21:34.493619] Epoch: [48] [2840/2904] eta: 0:00:48 lr: 0.002399 loss: 0.2042 (0.2168) loss_rec_all: 0.2299 (0.2423) loss_rec_sfr: 0.3359 (0.3373) loss_cl: -0.2793 (-0.2787) time: 0.7476 data: 0.0023 max mem: 29860 [21:21:49.397412] Epoch: [48] [2860/2904] eta: 0:00:33 lr: 0.002399 loss: 0.2076 (0.2168) loss_rec_all: 0.2331 (0.2423) loss_rec_sfr: 0.3064 (0.3373) loss_cl: -0.2790 (-0.2787) time: 0.7451 data: 0.0001 max mem: 29860 [21:22:04.299460] Epoch: [48] [2880/2904] eta: 0:00:18 lr: 0.002399 loss: 0.2064 (0.2169) loss_rec_all: 0.2320 (0.2424) loss_rec_sfr: 0.3416 (0.3376) loss_cl: -0.2791 (-0.2787) time: 0.7451 data: 0.0001 max mem: 29860 [21:22:19.203254] Epoch: [48] [2900/2904] eta: 0:00:03 lr: 0.002399 loss: 0.2064 (0.2169) loss_rec_all: 0.2323 (0.2424) loss_rec_sfr: 0.2927 (0.3375) loss_cl: -0.2787 (-0.2787) time: 0.7452 data: 0.0001 max mem: 29860 [21:22:21.446954] Epoch: [48] [2903/2904] eta: 0:00:00 lr: 0.002399 loss: 0.2072 (0.2169) loss_rec_all: 0.2330 (0.2424) loss_rec_sfr: 0.2969 (0.3375) loss_cl: -0.2787 (-0.2787) time: 0.7452 data: 0.0001 max mem: 29860 [21:22:23.505794] Epoch: [48] Total time: 0:36:26 (0.7529 s / it) [21:22:23.512407] Averaged stats: lr: 0.002399 loss: 0.2072 (0.2191) loss_rec_all: 0.2330 (0.2423) loss_rec_sfr: 0.2969 (0.3381) loss_cl: -0.2787 (-0.2554) [21:22:23.518742] log_dir: ./checkpoint/VF2_ViT-B [21:22:42.409524] Epoch: [49] [ 0/2904] eta: 15:14:16 lr: 0.002399 loss: 0.2057 (0.2057) loss_rec_all: 0.2314 (0.2314) loss_rec_sfr: 0.2984 (0.2984) loss_cl: -0.2783 (-0.2783) time: 18.8901 data: 16.2909 max mem: 29860 [21:22:57.299154] Epoch: [49] [ 20/2904] eta: 1:17:18 lr: 0.002399 loss: 0.2021 (0.2062) loss_rec_all: 0.2279 (0.2318) loss_rec_sfr: 0.3010 (0.3137) loss_cl: -0.2779 (-0.2778) time: 0.7444 data: 0.0002 max mem: 29860 [21:23:12.179527] Epoch: [49] [ 40/2904] eta: 0:56:38 lr: 0.002399 loss: 0.2073 (0.2136) loss_rec_all: 0.2329 (0.2391) loss_rec_sfr: 0.3356 (0.3354) loss_cl: -0.2780 (-0.2780) time: 0.7440 data: 0.0002 max mem: 29860 [21:23:27.062682] Epoch: [49] [ 60/2904] eta: 0:49:22 lr: 0.002399 loss: 0.2053 (0.2149) loss_rec_all: 0.2308 (0.2404) loss_rec_sfr: 0.3177 (0.3375) loss_cl: -0.2798 (-0.2786) time: 0.7441 data: 0.0002 max mem: 29860 [21:23:41.950507] Epoch: [49] [ 80/2904] eta: 0:45:34 lr: 0.002399 loss: 0.2062 (0.2167) loss_rec_all: 0.2320 (0.2421) loss_rec_sfr: 0.3456 (0.3440) loss_cl: -0.2788 (-0.2787) time: 0.7444 data: 0.0002 max mem: 29860 [21:23:56.846517] Epoch: [49] [ 100/2904] eta: 0:43:10 lr: 0.002399 loss: 0.2055 (0.2167) loss_rec_all: 0.2308 (0.2422) loss_rec_sfr: 0.3191 (0.3431) loss_cl: -0.2780 (-0.2785) time: 0.7448 data: 0.0002 max mem: 29860 [21:24:11.763523] Epoch: [49] [ 120/2904] eta: 0:41:30 lr: 0.002399 loss: 0.2057 (0.2158) loss_rec_all: 0.2312 (0.2413) loss_rec_sfr: 0.2911 (0.3387) loss_cl: -0.2787 (-0.2785) time: 0.7458 data: 0.0002 max mem: 29860 [21:24:26.690477] Epoch: [49] [ 140/2904] eta: 0:40:14 lr: 0.002399 loss: 0.2033 (0.2148) loss_rec_all: 0.2291 (0.2403) loss_rec_sfr: 0.2889 (0.3359) loss_cl: -0.2794 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [21:24:41.609221] Epoch: [49] [ 160/2904] eta: 0:39:13 lr: 0.002399 loss: 0.2064 (0.2150) loss_rec_all: 0.2324 (0.2406) loss_rec_sfr: 0.3020 (0.3352) loss_cl: -0.2794 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [21:24:56.556793] Epoch: [49] [ 180/2904] eta: 0:38:23 lr: 0.002399 loss: 0.2097 (0.2157) loss_rec_all: 0.2350 (0.2412) loss_rec_sfr: 0.3391 (0.3373) loss_cl: -0.2790 (-0.2787) time: 0.7473 data: 0.0002 max mem: 29860 [21:25:11.474846] Epoch: [49] [ 200/2904] eta: 0:37:39 lr: 0.002399 loss: 0.2020 (0.2154) loss_rec_all: 0.2279 (0.2409) loss_rec_sfr: 0.3302 (0.3372) loss_cl: -0.2787 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [21:25:26.399390] Epoch: [49] [ 220/2904] eta: 0:37:00 lr: 0.002399 loss: 0.2048 (0.2155) loss_rec_all: 0.2304 (0.2410) loss_rec_sfr: 0.3236 (0.3384) loss_cl: -0.2793 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [21:25:41.319668] Epoch: [49] [ 240/2904] eta: 0:36:26 lr: 0.002399 loss: 0.2055 (0.2155) loss_rec_all: 0.2310 (0.2410) loss_rec_sfr: 0.2926 (0.3380) loss_cl: -0.2785 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [21:25:56.241451] Epoch: [49] [ 260/2904] eta: 0:35:54 lr: 0.002399 loss: 0.2042 (0.2156) loss_rec_all: 0.2299 (0.2411) loss_rec_sfr: 0.3300 (0.3385) loss_cl: -0.2771 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [21:26:11.164095] Epoch: [49] [ 280/2904] eta: 0:35:25 lr: 0.002399 loss: 0.2063 (0.2161) loss_rec_all: 0.2322 (0.2416) loss_rec_sfr: 0.3265 (0.3401) loss_cl: -0.2770 (-0.2785) time: 0.7461 data: 0.0002 max mem: 29860 [21:26:26.079485] Epoch: [49] [ 300/2904] eta: 0:34:58 lr: 0.002399 loss: 0.2010 (0.2156) loss_rec_all: 0.2267 (0.2411) loss_rec_sfr: 0.3249 (0.3393) loss_cl: -0.2798 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [21:26:40.993973] Epoch: [49] [ 320/2904] eta: 0:34:32 lr: 0.002399 loss: 0.2054 (0.2158) loss_rec_all: 0.2311 (0.2413) loss_rec_sfr: 0.2994 (0.3392) loss_cl: -0.2793 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [21:26:55.923592] Epoch: [49] [ 340/2904] eta: 0:34:08 lr: 0.002399 loss: 0.2027 (0.2152) loss_rec_all: 0.2286 (0.2407) loss_rec_sfr: 0.2876 (0.3372) loss_cl: -0.2790 (-0.2786) time: 0.7464 data: 0.0002 max mem: 29860 [21:27:10.842285] Epoch: [49] [ 360/2904] eta: 0:33:44 lr: 0.002399 loss: 0.2027 (0.2152) loss_rec_all: 0.2289 (0.2407) loss_rec_sfr: 0.2958 (0.3372) loss_cl: -0.2796 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [21:27:25.778106] Epoch: [49] [ 380/2904] eta: 0:33:22 lr: 0.002399 loss: 0.2086 (0.2153) loss_rec_all: 0.2344 (0.2408) loss_rec_sfr: 0.3027 (0.3371) loss_cl: -0.2790 (-0.2787) time: 0.7468 data: 0.0002 max mem: 29860 [21:27:40.701560] Epoch: [49] [ 400/2904] eta: 0:33:00 lr: 0.002399 loss: 0.2016 (0.2149) loss_rec_all: 0.2274 (0.2405) loss_rec_sfr: 0.2941 (0.3361) loss_cl: -0.2791 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [21:27:55.629101] Epoch: [49] [ 420/2904] eta: 0:32:39 lr: 0.002399 loss: 0.2037 (0.2148) loss_rec_all: 0.2296 (0.2403) loss_rec_sfr: 0.2986 (0.3350) loss_cl: -0.2784 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [21:28:10.555212] Epoch: [49] [ 440/2904] eta: 0:32:18 lr: 0.002399 loss: 0.2042 (0.2147) loss_rec_all: 0.2300 (0.2402) loss_rec_sfr: 0.2921 (0.3344) loss_cl: -0.2785 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [21:28:25.474554] Epoch: [49] [ 460/2904] eta: 0:31:58 lr: 0.002399 loss: 0.2111 (0.2152) loss_rec_all: 0.2365 (0.2407) loss_rec_sfr: 0.3273 (0.3356) loss_cl: -0.2775 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [21:28:40.390021] Epoch: [49] [ 480/2904] eta: 0:31:39 lr: 0.002399 loss: 0.2023 (0.2149) loss_rec_all: 0.2282 (0.2404) loss_rec_sfr: 0.3293 (0.3352) loss_cl: -0.2785 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [21:28:55.309482] Epoch: [49] [ 500/2904] eta: 0:31:19 lr: 0.002399 loss: 0.2049 (0.2148) loss_rec_all: 0.2310 (0.2403) loss_rec_sfr: 0.2915 (0.3343) loss_cl: -0.2793 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [21:29:10.233043] Epoch: [49] [ 520/2904] eta: 0:31:00 lr: 0.002399 loss: 0.2087 (0.2150) loss_rec_all: 0.2343 (0.2405) loss_rec_sfr: 0.2983 (0.3345) loss_cl: -0.2800 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [21:29:25.175819] Epoch: [49] [ 540/2904] eta: 0:30:42 lr: 0.002399 loss: 0.2041 (0.2149) loss_rec_all: 0.2298 (0.2404) loss_rec_sfr: 0.3030 (0.3341) loss_cl: -0.2787 (-0.2787) time: 0.7471 data: 0.0002 max mem: 29860 [21:29:40.108285] Epoch: [49] [ 560/2904] eta: 0:30:24 lr: 0.002399 loss: 0.2055 (0.2150) loss_rec_all: 0.2310 (0.2405) loss_rec_sfr: 0.3299 (0.3349) loss_cl: -0.2779 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [21:29:55.048983] Epoch: [49] [ 580/2904] eta: 0:30:06 lr: 0.002399 loss: 0.2012 (0.2148) loss_rec_all: 0.2273 (0.2403) loss_rec_sfr: 0.2927 (0.3342) loss_cl: -0.2780 (-0.2786) time: 0.7470 data: 0.0002 max mem: 29860 [21:30:09.973750] Epoch: [49] [ 600/2904] eta: 0:29:48 lr: 0.002399 loss: 0.2034 (0.2148) loss_rec_all: 0.2291 (0.2403) loss_rec_sfr: 0.3038 (0.3343) loss_cl: -0.2793 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [21:30:24.900690] Epoch: [49] [ 620/2904] eta: 0:29:30 lr: 0.002399 loss: 0.2122 (0.2152) loss_rec_all: 0.2379 (0.2407) loss_rec_sfr: 0.3348 (0.3353) loss_cl: -0.2793 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [21:30:39.827443] Epoch: [49] [ 640/2904] eta: 0:29:12 lr: 0.002399 loss: 0.2028 (0.2151) loss_rec_all: 0.2282 (0.2406) loss_rec_sfr: 0.2903 (0.3351) loss_cl: -0.2796 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [21:30:54.744726] Epoch: [49] [ 660/2904] eta: 0:28:55 lr: 0.002399 loss: 0.2093 (0.2153) loss_rec_all: 0.2348 (0.2408) loss_rec_sfr: 0.3260 (0.3358) loss_cl: -0.2780 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [21:31:09.655090] Epoch: [49] [ 680/2904] eta: 0:28:38 lr: 0.002399 loss: 0.2027 (0.2151) loss_rec_all: 0.2280 (0.2406) loss_rec_sfr: 0.2937 (0.3353) loss_cl: -0.2784 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [21:31:24.566118] Epoch: [49] [ 700/2904] eta: 0:28:21 lr: 0.002399 loss: 0.2041 (0.2151) loss_rec_all: 0.2297 (0.2406) loss_rec_sfr: 0.3200 (0.3354) loss_cl: -0.2788 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [21:31:39.488502] Epoch: [49] [ 720/2904] eta: 0:28:04 lr: 0.002399 loss: 0.2101 (0.2152) loss_rec_all: 0.2353 (0.2407) loss_rec_sfr: 0.2976 (0.3354) loss_cl: -0.2788 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [21:31:54.409778] Epoch: [49] [ 740/2904] eta: 0:27:47 lr: 0.002399 loss: 0.2055 (0.2153) loss_rec_all: 0.2311 (0.2408) loss_rec_sfr: 0.3353 (0.3357) loss_cl: -0.2790 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [21:32:09.329393] Epoch: [49] [ 760/2904] eta: 0:27:30 lr: 0.002399 loss: 0.2081 (0.2156) loss_rec_all: 0.2335 (0.2411) loss_rec_sfr: 0.3328 (0.3366) loss_cl: -0.2793 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [21:32:24.252161] Epoch: [49] [ 780/2904] eta: 0:27:13 lr: 0.002399 loss: 0.2028 (0.2154) loss_rec_all: 0.2287 (0.2409) loss_rec_sfr: 0.3210 (0.3364) loss_cl: -0.2790 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [21:32:39.169469] Epoch: [49] [ 800/2904] eta: 0:26:57 lr: 0.002399 loss: 0.2037 (0.2152) loss_rec_all: 0.2298 (0.2407) loss_rec_sfr: 0.3021 (0.3359) loss_cl: -0.2786 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [21:32:54.091589] Epoch: [49] [ 820/2904] eta: 0:26:40 lr: 0.002399 loss: 0.2082 (0.2153) loss_rec_all: 0.2344 (0.2408) loss_rec_sfr: 0.2901 (0.3359) loss_cl: -0.2787 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [21:33:09.018218] Epoch: [49] [ 840/2904] eta: 0:26:24 lr: 0.002399 loss: 0.2050 (0.2153) loss_rec_all: 0.2306 (0.2408) loss_rec_sfr: 0.3057 (0.3358) loss_cl: -0.2792 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [21:33:23.947282] Epoch: [49] [ 860/2904] eta: 0:26:07 lr: 0.002399 loss: 0.2062 (0.2153) loss_rec_all: 0.2319 (0.2409) loss_rec_sfr: 0.3019 (0.3359) loss_cl: -0.2786 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [21:33:38.874088] Epoch: [49] [ 880/2904] eta: 0:25:51 lr: 0.002399 loss: 0.2075 (0.2153) loss_rec_all: 0.2334 (0.2408) loss_rec_sfr: 0.2993 (0.3357) loss_cl: -0.2794 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [21:33:53.796974] Epoch: [49] [ 900/2904] eta: 0:25:35 lr: 0.002399 loss: 0.2052 (0.2154) loss_rec_all: 0.2308 (0.2409) loss_rec_sfr: 0.2993 (0.3359) loss_cl: -0.2800 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [21:34:08.720669] Epoch: [49] [ 920/2904] eta: 0:25:19 lr: 0.002399 loss: 0.2139 (0.2156) loss_rec_all: 0.2392 (0.2412) loss_rec_sfr: 0.3343 (0.3367) loss_cl: -0.2787 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [21:34:23.634623] Epoch: [49] [ 940/2904] eta: 0:25:02 lr: 0.002399 loss: 0.2042 (0.2157) loss_rec_all: 0.2302 (0.2412) loss_rec_sfr: 0.3034 (0.3368) loss_cl: -0.2790 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [21:34:38.545508] Epoch: [49] [ 960/2904] eta: 0:24:46 lr: 0.002399 loss: 0.2065 (0.2158) loss_rec_all: 0.2323 (0.2413) loss_rec_sfr: 0.3348 (0.3371) loss_cl: -0.2782 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [21:34:53.456345] Epoch: [49] [ 980/2904] eta: 0:24:30 lr: 0.002399 loss: 0.2045 (0.2157) loss_rec_all: 0.2300 (0.2412) loss_rec_sfr: 0.3058 (0.3369) loss_cl: -0.2783 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [21:35:08.371757] Epoch: [49] [1000/2904] eta: 0:24:14 lr: 0.002399 loss: 0.2017 (0.2156) loss_rec_all: 0.2280 (0.2411) loss_rec_sfr: 0.3174 (0.3367) loss_cl: -0.2795 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [21:35:23.291458] Epoch: [49] [1020/2904] eta: 0:23:58 lr: 0.002399 loss: 0.2051 (0.2155) loss_rec_all: 0.2310 (0.2410) loss_rec_sfr: 0.2896 (0.3360) loss_cl: -0.2787 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [21:35:38.210269] Epoch: [49] [1040/2904] eta: 0:23:42 lr: 0.002399 loss: 0.2094 (0.2155) loss_rec_all: 0.2352 (0.2410) loss_rec_sfr: 0.2910 (0.3356) loss_cl: -0.2781 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [21:35:53.130031] Epoch: [49] [1060/2904] eta: 0:23:27 lr: 0.002399 loss: 0.2157 (0.2158) loss_rec_all: 0.2415 (0.2413) loss_rec_sfr: 0.3261 (0.3364) loss_cl: -0.2783 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [21:36:08.046931] Epoch: [49] [1080/2904] eta: 0:23:11 lr: 0.002399 loss: 0.2029 (0.2158) loss_rec_all: 0.2289 (0.2413) loss_rec_sfr: 0.3042 (0.3364) loss_cl: -0.2789 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [21:36:22.962412] Epoch: [49] [1100/2904] eta: 0:22:55 lr: 0.002399 loss: 0.2122 (0.2159) loss_rec_all: 0.2379 (0.2414) loss_rec_sfr: 0.3032 (0.3366) loss_cl: -0.2787 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [21:36:37.879869] Epoch: [49] [1120/2904] eta: 0:22:39 lr: 0.002399 loss: 0.2059 (0.2159) loss_rec_all: 0.2314 (0.2414) loss_rec_sfr: 0.3009 (0.3364) loss_cl: -0.2783 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [21:36:52.800088] Epoch: [49] [1140/2904] eta: 0:22:23 lr: 0.002399 loss: 0.2006 (0.2158) loss_rec_all: 0.2266 (0.2413) loss_rec_sfr: 0.2847 (0.3359) loss_cl: -0.2781 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [21:37:07.715678] Epoch: [49] [1160/2904] eta: 0:22:08 lr: 0.002399 loss: 0.2048 (0.2156) loss_rec_all: 0.2308 (0.2411) loss_rec_sfr: 0.2960 (0.3353) loss_cl: -0.2789 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [21:37:22.628394] Epoch: [49] [1180/2904] eta: 0:21:52 lr: 0.002399 loss: 0.2043 (0.2156) loss_rec_all: 0.2303 (0.2411) loss_rec_sfr: 0.2976 (0.3352) loss_cl: -0.2798 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [21:37:37.544812] Epoch: [49] [1200/2904] eta: 0:21:36 lr: 0.002399 loss: 0.2137 (0.2157) loss_rec_all: 0.2398 (0.2412) loss_rec_sfr: 0.3378 (0.3356) loss_cl: -0.2805 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [21:37:52.461821] Epoch: [49] [1220/2904] eta: 0:21:21 lr: 0.002399 loss: 0.2080 (0.2158) loss_rec_all: 0.2334 (0.2413) loss_rec_sfr: 0.3515 (0.3361) loss_cl: -0.2783 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [21:38:07.375725] Epoch: [49] [1240/2904] eta: 0:21:05 lr: 0.002399 loss: 0.2069 (0.2159) loss_rec_all: 0.2328 (0.2414) loss_rec_sfr: 0.3266 (0.3364) loss_cl: -0.2788 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [21:38:22.289485] Epoch: [49] [1260/2904] eta: 0:20:49 lr: 0.002399 loss: 0.2061 (0.2158) loss_rec_all: 0.2318 (0.2413) loss_rec_sfr: 0.2994 (0.3361) loss_cl: -0.2785 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [21:38:37.208914] Epoch: [49] [1280/2904] eta: 0:20:34 lr: 0.002399 loss: 0.2071 (0.2158) loss_rec_all: 0.2331 (0.2413) loss_rec_sfr: 0.2985 (0.3360) loss_cl: -0.2784 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [21:38:52.130528] Epoch: [49] [1300/2904] eta: 0:20:18 lr: 0.002399 loss: 0.2029 (0.2158) loss_rec_all: 0.2287 (0.2413) loss_rec_sfr: 0.3248 (0.3361) loss_cl: -0.2786 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [21:39:07.045512] Epoch: [49] [1320/2904] eta: 0:20:03 lr: 0.002399 loss: 0.2055 (0.2158) loss_rec_all: 0.2309 (0.2413) loss_rec_sfr: 0.2960 (0.3360) loss_cl: -0.2781 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [21:39:21.972568] Epoch: [49] [1340/2904] eta: 0:19:47 lr: 0.002399 loss: 0.2025 (0.2157) loss_rec_all: 0.2285 (0.2412) loss_rec_sfr: 0.2871 (0.3355) loss_cl: -0.2786 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [21:39:36.894633] Epoch: [49] [1360/2904] eta: 0:19:32 lr: 0.002399 loss: 0.2045 (0.2156) loss_rec_all: 0.2305 (0.2411) loss_rec_sfr: 0.2957 (0.3352) loss_cl: -0.2789 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [21:39:51.810737] Epoch: [49] [1380/2904] eta: 0:19:16 lr: 0.002399 loss: 0.2148 (0.2158) loss_rec_all: 0.2405 (0.2413) loss_rec_sfr: 0.3402 (0.3358) loss_cl: -0.2791 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [21:40:06.727192] Epoch: [49] [1400/2904] eta: 0:19:01 lr: 0.002399 loss: 0.2069 (0.2158) loss_rec_all: 0.2327 (0.2414) loss_rec_sfr: 0.2980 (0.3358) loss_cl: -0.2788 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [21:40:21.645807] Epoch: [49] [1420/2904] eta: 0:18:45 lr: 0.002399 loss: 0.2075 (0.2159) loss_rec_all: 0.2333 (0.2414) loss_rec_sfr: 0.3373 (0.3361) loss_cl: -0.2784 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [21:40:36.559010] Epoch: [49] [1440/2904] eta: 0:18:30 lr: 0.002399 loss: 0.2096 (0.2159) loss_rec_all: 0.2349 (0.2414) loss_rec_sfr: 0.3174 (0.3360) loss_cl: -0.2787 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [21:40:51.480321] Epoch: [49] [1460/2904] eta: 0:18:15 lr: 0.002399 loss: 0.2089 (0.2160) loss_rec_all: 0.2344 (0.2415) loss_rec_sfr: 0.3432 (0.3364) loss_cl: -0.2789 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [21:41:06.408251] Epoch: [49] [1480/2904] eta: 0:17:59 lr: 0.002399 loss: 0.2041 (0.2160) loss_rec_all: 0.2297 (0.2415) loss_rec_sfr: 0.3289 (0.3364) loss_cl: -0.2799 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [21:41:21.331532] Epoch: [49] [1500/2904] eta: 0:17:44 lr: 0.002399 loss: 0.2016 (0.2160) loss_rec_all: 0.2270 (0.2415) loss_rec_sfr: 0.3083 (0.3364) loss_cl: -0.2787 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [21:41:36.253986] Epoch: [49] [1520/2904] eta: 0:17:28 lr: 0.002399 loss: 0.2054 (0.2160) loss_rec_all: 0.2311 (0.2415) loss_rec_sfr: 0.2976 (0.3365) loss_cl: -0.2785 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [21:41:51.182806] Epoch: [49] [1540/2904] eta: 0:17:13 lr: 0.002399 loss: 0.2044 (0.2161) loss_rec_all: 0.2301 (0.2416) loss_rec_sfr: 0.3413 (0.3367) loss_cl: -0.2783 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [21:42:06.105471] Epoch: [49] [1560/2904] eta: 0:16:58 lr: 0.002399 loss: 0.2141 (0.2162) loss_rec_all: 0.2396 (0.2417) loss_rec_sfr: 0.3319 (0.3372) loss_cl: -0.2783 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [21:42:21.031381] Epoch: [49] [1580/2904] eta: 0:16:42 lr: 0.002399 loss: 0.2049 (0.2162) loss_rec_all: 0.2306 (0.2417) loss_rec_sfr: 0.2943 (0.3369) loss_cl: -0.2795 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [21:42:35.953759] Epoch: [49] [1600/2904] eta: 0:16:27 lr: 0.002399 loss: 0.2062 (0.2161) loss_rec_all: 0.2320 (0.2416) loss_rec_sfr: 0.3196 (0.3368) loss_cl: -0.2790 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [21:42:50.879070] Epoch: [49] [1620/2904] eta: 0:16:12 lr: 0.002399 loss: 0.2074 (0.2162) loss_rec_all: 0.2331 (0.2417) loss_rec_sfr: 0.3011 (0.3369) loss_cl: -0.2780 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [21:43:05.808331] Epoch: [49] [1640/2904] eta: 0:15:56 lr: 0.002399 loss: 0.2086 (0.2162) loss_rec_all: 0.2342 (0.2418) loss_rec_sfr: 0.3098 (0.3371) loss_cl: -0.2782 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [21:43:20.742718] Epoch: [49] [1660/2904] eta: 0:15:41 lr: 0.002399 loss: 0.2096 (0.2162) loss_rec_all: 0.2352 (0.2417) loss_rec_sfr: 0.3004 (0.3368) loss_cl: -0.2785 (-0.2787) time: 0.7467 data: 0.0002 max mem: 29860 [21:43:35.668555] Epoch: [49] [1680/2904] eta: 0:15:26 lr: 0.002399 loss: 0.2061 (0.2163) loss_rec_all: 0.2316 (0.2418) loss_rec_sfr: 0.3031 (0.3368) loss_cl: -0.2789 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [21:43:50.592709] Epoch: [49] [1700/2904] eta: 0:15:10 lr: 0.002399 loss: 0.2062 (0.2162) loss_rec_all: 0.2321 (0.2418) loss_rec_sfr: 0.3057 (0.3368) loss_cl: -0.2793 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [21:44:05.512568] Epoch: [49] [1720/2904] eta: 0:14:55 lr: 0.002399 loss: 0.2004 (0.2162) loss_rec_all: 0.2264 (0.2417) loss_rec_sfr: 0.2898 (0.3366) loss_cl: -0.2784 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [21:44:20.431065] Epoch: [49] [1740/2904] eta: 0:14:40 lr: 0.002399 loss: 0.2047 (0.2162) loss_rec_all: 0.2298 (0.2418) loss_rec_sfr: 0.3323 (0.3367) loss_cl: -0.2784 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [21:44:35.348900] Epoch: [49] [1760/2904] eta: 0:14:25 lr: 0.002399 loss: 0.2032 (0.2162) loss_rec_all: 0.2285 (0.2417) loss_rec_sfr: 0.2983 (0.3367) loss_cl: -0.2789 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [21:44:50.261744] Epoch: [49] [1780/2904] eta: 0:14:09 lr: 0.002399 loss: 0.2009 (0.2162) loss_rec_all: 0.2265 (0.2417) loss_rec_sfr: 0.2932 (0.3364) loss_cl: -0.2792 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [21:45:05.178151] Epoch: [49] [1800/2904] eta: 0:13:54 lr: 0.002399 loss: 0.2027 (0.2160) loss_rec_all: 0.2283 (0.2415) loss_rec_sfr: 0.2925 (0.3360) loss_cl: -0.2801 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [21:45:20.097691] Epoch: [49] [1820/2904] eta: 0:13:39 lr: 0.002399 loss: 0.2045 (0.2160) loss_rec_all: 0.2300 (0.2415) loss_rec_sfr: 0.3017 (0.3359) loss_cl: -0.2787 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [21:45:35.014546] Epoch: [49] [1840/2904] eta: 0:13:24 lr: 0.002399 loss: 0.2140 (0.2161) loss_rec_all: 0.2392 (0.2416) loss_rec_sfr: 0.3535 (0.3363) loss_cl: -0.2781 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [21:45:49.941301] Epoch: [49] [1860/2904] eta: 0:13:08 lr: 0.002399 loss: 0.2043 (0.2160) loss_rec_all: 0.2299 (0.2416) loss_rec_sfr: 0.3286 (0.3363) loss_cl: -0.2786 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [21:46:04.860372] Epoch: [49] [1880/2904] eta: 0:12:53 lr: 0.002399 loss: 0.2045 (0.2160) loss_rec_all: 0.2305 (0.2416) loss_rec_sfr: 0.3292 (0.3364) loss_cl: -0.2790 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [21:46:19.778452] Epoch: [49] [1900/2904] eta: 0:12:38 lr: 0.002399 loss: 0.2067 (0.2161) loss_rec_all: 0.2325 (0.2416) loss_rec_sfr: 0.2970 (0.3365) loss_cl: -0.2790 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [21:46:34.703847] Epoch: [49] [1920/2904] eta: 0:12:23 lr: 0.002399 loss: 0.2055 (0.2161) loss_rec_all: 0.2309 (0.2416) loss_rec_sfr: 0.3373 (0.3366) loss_cl: -0.2788 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [21:46:49.627880] Epoch: [49] [1940/2904] eta: 0:12:08 lr: 0.002399 loss: 0.2002 (0.2160) loss_rec_all: 0.2262 (0.2416) loss_rec_sfr: 0.2901 (0.3364) loss_cl: -0.2787 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [21:47:04.552540] Epoch: [49] [1960/2904] eta: 0:11:52 lr: 0.002399 loss: 0.2037 (0.2159) loss_rec_all: 0.2290 (0.2415) loss_rec_sfr: 0.3145 (0.3362) loss_cl: -0.2789 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [21:47:19.479012] Epoch: [49] [1980/2904] eta: 0:11:37 lr: 0.002399 loss: 0.2057 (0.2159) loss_rec_all: 0.2317 (0.2414) loss_rec_sfr: 0.2875 (0.3359) loss_cl: -0.2795 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [21:47:34.399520] Epoch: [49] [2000/2904] eta: 0:11:22 lr: 0.002399 loss: 0.2051 (0.2159) loss_rec_all: 0.2306 (0.2414) loss_rec_sfr: 0.3348 (0.3361) loss_cl: -0.2784 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [21:47:49.320860] Epoch: [49] [2020/2904] eta: 0:11:07 lr: 0.002399 loss: 0.2074 (0.2159) loss_rec_all: 0.2328 (0.2414) loss_rec_sfr: 0.3112 (0.3362) loss_cl: -0.2776 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [21:48:04.239675] Epoch: [49] [2040/2904] eta: 0:10:52 lr: 0.002399 loss: 0.2029 (0.2159) loss_rec_all: 0.2289 (0.2414) loss_rec_sfr: 0.3130 (0.3361) loss_cl: -0.2781 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [21:48:19.161533] Epoch: [49] [2060/2904] eta: 0:10:37 lr: 0.002399 loss: 0.2024 (0.2158) loss_rec_all: 0.2286 (0.2414) loss_rec_sfr: 0.2990 (0.3360) loss_cl: -0.2789 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [21:48:34.081625] Epoch: [49] [2080/2904] eta: 0:10:21 lr: 0.002399 loss: 0.2051 (0.2159) loss_rec_all: 0.2310 (0.2414) loss_rec_sfr: 0.3308 (0.3362) loss_cl: -0.2788 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [21:48:48.996646] Epoch: [49] [2100/2904] eta: 0:10:06 lr: 0.002399 loss: 0.2026 (0.2159) loss_rec_all: 0.2283 (0.2414) loss_rec_sfr: 0.3339 (0.3362) loss_cl: -0.2790 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [21:49:03.908516] Epoch: [49] [2120/2904] eta: 0:09:51 lr: 0.002399 loss: 0.2076 (0.2159) loss_rec_all: 0.2330 (0.2414) loss_rec_sfr: 0.3000 (0.3362) loss_cl: -0.2787 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [21:49:18.820070] Epoch: [49] [2140/2904] eta: 0:09:36 lr: 0.002399 loss: 0.2091 (0.2160) loss_rec_all: 0.2346 (0.2415) loss_rec_sfr: 0.3370 (0.3366) loss_cl: -0.2789 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [21:49:33.737819] Epoch: [49] [2160/2904] eta: 0:09:21 lr: 0.002399 loss: 0.2033 (0.2160) loss_rec_all: 0.2288 (0.2415) loss_rec_sfr: 0.2860 (0.3364) loss_cl: -0.2791 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [21:49:48.654547] Epoch: [49] [2180/2904] eta: 0:09:06 lr: 0.002399 loss: 0.2095 (0.2160) loss_rec_all: 0.2351 (0.2415) loss_rec_sfr: 0.2957 (0.3364) loss_cl: -0.2788 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [21:50:03.571617] Epoch: [49] [2200/2904] eta: 0:08:50 lr: 0.002399 loss: 0.2053 (0.2160) loss_rec_all: 0.2307 (0.2416) loss_rec_sfr: 0.3354 (0.3366) loss_cl: -0.2782 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [21:50:18.495857] Epoch: [49] [2220/2904] eta: 0:08:35 lr: 0.002399 loss: 0.2048 (0.2160) loss_rec_all: 0.2303 (0.2415) loss_rec_sfr: 0.3222 (0.3366) loss_cl: -0.2790 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [21:50:33.414268] Epoch: [49] [2240/2904] eta: 0:08:20 lr: 0.002399 loss: 0.2062 (0.2161) loss_rec_all: 0.2317 (0.2416) loss_rec_sfr: 0.3319 (0.3368) loss_cl: -0.2794 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [21:50:48.342161] Epoch: [49] [2260/2904] eta: 0:08:05 lr: 0.002399 loss: 0.2026 (0.2160) loss_rec_all: 0.2279 (0.2415) loss_rec_sfr: 0.3238 (0.3367) loss_cl: -0.2785 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [21:51:03.271972] Epoch: [49] [2280/2904] eta: 0:07:50 lr: 0.002399 loss: 0.2033 (0.2160) loss_rec_all: 0.2290 (0.2415) loss_rec_sfr: 0.2967 (0.3366) loss_cl: -0.2783 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [21:51:18.198623] Epoch: [49] [2300/2904] eta: 0:07:35 lr: 0.002399 loss: 0.2076 (0.2160) loss_rec_all: 0.2330 (0.2416) loss_rec_sfr: 0.3005 (0.3367) loss_cl: -0.2783 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [21:51:33.121061] Epoch: [49] [2320/2904] eta: 0:07:20 lr: 0.002399 loss: 0.2067 (0.2161) loss_rec_all: 0.2327 (0.2416) loss_rec_sfr: 0.3030 (0.3368) loss_cl: -0.2789 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [21:51:48.042359] Epoch: [49] [2340/2904] eta: 0:07:05 lr: 0.002399 loss: 0.2023 (0.2160) loss_rec_all: 0.2278 (0.2415) loss_rec_sfr: 0.2877 (0.3366) loss_cl: -0.2788 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [21:52:02.965576] Epoch: [49] [2360/2904] eta: 0:06:49 lr: 0.002399 loss: 0.2040 (0.2160) loss_rec_all: 0.2301 (0.2415) loss_rec_sfr: 0.3093 (0.3365) loss_cl: -0.2780 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [21:52:17.886548] Epoch: [49] [2380/2904] eta: 0:06:34 lr: 0.002399 loss: 0.2027 (0.2160) loss_rec_all: 0.2287 (0.2415) loss_rec_sfr: 0.2998 (0.3365) loss_cl: -0.2785 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [21:52:32.811461] Epoch: [49] [2400/2904] eta: 0:06:19 lr: 0.002399 loss: 0.2023 (0.2160) loss_rec_all: 0.2277 (0.2415) loss_rec_sfr: 0.2999 (0.3364) loss_cl: -0.2792 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [21:52:47.741054] Epoch: [49] [2420/2904] eta: 0:06:04 lr: 0.002399 loss: 0.2041 (0.2160) loss_rec_all: 0.2298 (0.2415) loss_rec_sfr: 0.3014 (0.3363) loss_cl: -0.2788 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [21:53:02.664595] Epoch: [49] [2440/2904] eta: 0:05:49 lr: 0.002399 loss: 0.2051 (0.2160) loss_rec_all: 0.2306 (0.2415) loss_rec_sfr: 0.3141 (0.3363) loss_cl: -0.2788 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [21:53:17.581331] Epoch: [49] [2460/2904] eta: 0:05:34 lr: 0.002399 loss: 0.2022 (0.2160) loss_rec_all: 0.2278 (0.2415) loss_rec_sfr: 0.3355 (0.3364) loss_cl: -0.2787 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [21:53:32.497322] Epoch: [49] [2480/2904] eta: 0:05:19 lr: 0.002399 loss: 0.1998 (0.2160) loss_rec_all: 0.2260 (0.2415) loss_rec_sfr: 0.2965 (0.3365) loss_cl: -0.2797 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [21:53:47.418705] Epoch: [49] [2500/2904] eta: 0:05:04 lr: 0.002399 loss: 0.2060 (0.2160) loss_rec_all: 0.2315 (0.2415) loss_rec_sfr: 0.3265 (0.3366) loss_cl: -0.2787 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [21:54:02.340108] Epoch: [49] [2520/2904] eta: 0:04:49 lr: 0.002399 loss: 0.2058 (0.2160) loss_rec_all: 0.2313 (0.2415) loss_rec_sfr: 0.3019 (0.3365) loss_cl: -0.2788 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [21:54:17.258770] Epoch: [49] [2540/2904] eta: 0:04:34 lr: 0.002399 loss: 0.2055 (0.2160) loss_rec_all: 0.2314 (0.2415) loss_rec_sfr: 0.3311 (0.3365) loss_cl: -0.2797 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [21:54:32.179314] Epoch: [49] [2560/2904] eta: 0:04:19 lr: 0.002399 loss: 0.2048 (0.2160) loss_rec_all: 0.2305 (0.2415) loss_rec_sfr: 0.2999 (0.3365) loss_cl: -0.2789 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [21:54:47.098660] Epoch: [49] [2580/2904] eta: 0:04:03 lr: 0.002399 loss: 0.2051 (0.2160) loss_rec_all: 0.2311 (0.2415) loss_rec_sfr: 0.3056 (0.3365) loss_cl: -0.2787 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [21:55:02.022233] Epoch: [49] [2600/2904] eta: 0:03:48 lr: 0.002399 loss: 0.2065 (0.2160) loss_rec_all: 0.2316 (0.2415) loss_rec_sfr: 0.2987 (0.3366) loss_cl: -0.2776 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [21:55:16.945226] Epoch: [49] [2620/2904] eta: 0:03:33 lr: 0.002399 loss: 0.2043 (0.2160) loss_rec_all: 0.2297 (0.2415) loss_rec_sfr: 0.2917 (0.3365) loss_cl: -0.2789 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [21:55:31.867180] Epoch: [49] [2640/2904] eta: 0:03:18 lr: 0.002399 loss: 0.2053 (0.2160) loss_rec_all: 0.2309 (0.2415) loss_rec_sfr: 0.3040 (0.3364) loss_cl: -0.2800 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [21:55:46.790101] Epoch: [49] [2660/2904] eta: 0:03:03 lr: 0.002399 loss: 0.2015 (0.2160) loss_rec_all: 0.2276 (0.2415) loss_rec_sfr: 0.3244 (0.3365) loss_cl: -0.2789 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [21:56:01.707639] Epoch: [49] [2680/2904] eta: 0:02:48 lr: 0.002399 loss: 0.2029 (0.2160) loss_rec_all: 0.2287 (0.2415) loss_rec_sfr: 0.2953 (0.3364) loss_cl: -0.2788 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [21:56:16.621865] Epoch: [49] [2700/2904] eta: 0:02:33 lr: 0.002399 loss: 0.2085 (0.2160) loss_rec_all: 0.2343 (0.2415) loss_rec_sfr: 0.3002 (0.3364) loss_cl: -0.2783 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [21:56:31.540165] Epoch: [49] [2720/2904] eta: 0:02:18 lr: 0.002399 loss: 0.2095 (0.2161) loss_rec_all: 0.2359 (0.2416) loss_rec_sfr: 0.3358 (0.3366) loss_cl: -0.2794 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [21:56:46.460375] Epoch: [49] [2740/2904] eta: 0:02:03 lr: 0.002399 loss: 0.2042 (0.2161) loss_rec_all: 0.2298 (0.2416) loss_rec_sfr: 0.3413 (0.3367) loss_cl: -0.2792 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [21:57:01.379002] Epoch: [49] [2760/2904] eta: 0:01:48 lr: 0.002399 loss: 0.2041 (0.2160) loss_rec_all: 0.2299 (0.2416) loss_rec_sfr: 0.2958 (0.3365) loss_cl: -0.2785 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [21:57:16.295418] Epoch: [49] [2780/2904] eta: 0:01:33 lr: 0.002399 loss: 0.2048 (0.2160) loss_rec_all: 0.2309 (0.2415) loss_rec_sfr: 0.3153 (0.3365) loss_cl: -0.2785 (-0.2787) time: 0.7458 data: 0.0004 max mem: 29860 [21:57:31.212125] Epoch: [49] [2800/2904] eta: 0:01:18 lr: 0.002399 loss: 0.2026 (0.2160) loss_rec_all: 0.2284 (0.2415) loss_rec_sfr: 0.3020 (0.3365) loss_cl: -0.2781 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [21:57:46.133975] Epoch: [49] [2820/2904] eta: 0:01:03 lr: 0.002399 loss: 0.2012 (0.2160) loss_rec_all: 0.2271 (0.2415) loss_rec_sfr: 0.2933 (0.3363) loss_cl: -0.2789 (-0.2787) time: 0.7460 data: 0.0003 max mem: 29860 [21:58:01.084961] Epoch: [49] [2840/2904] eta: 0:00:48 lr: 0.002399 loss: 0.2040 (0.2160) loss_rec_all: 0.2297 (0.2415) loss_rec_sfr: 0.2864 (0.3363) loss_cl: -0.2789 (-0.2787) time: 0.7475 data: 0.0024 max mem: 29860 [21:58:15.993366] Epoch: [49] [2860/2904] eta: 0:00:33 lr: 0.002399 loss: 0.2031 (0.2159) loss_rec_all: 0.2285 (0.2415) loss_rec_sfr: 0.3069 (0.3362) loss_cl: -0.2789 (-0.2787) time: 0.7454 data: 0.0001 max mem: 29860 [21:58:30.903723] Epoch: [49] [2880/2904] eta: 0:00:18 lr: 0.002399 loss: 0.2040 (0.2159) loss_rec_all: 0.2295 (0.2414) loss_rec_sfr: 0.3040 (0.3361) loss_cl: -0.2789 (-0.2787) time: 0.7455 data: 0.0001 max mem: 29860 [21:58:45.819473] Epoch: [49] [2900/2904] eta: 0:00:03 lr: 0.002399 loss: 0.2015 (0.2159) loss_rec_all: 0.2273 (0.2414) loss_rec_sfr: 0.3178 (0.3361) loss_cl: -0.2793 (-0.2787) time: 0.7457 data: 0.0001 max mem: 29860 [21:58:48.061684] Epoch: [49] [2903/2904] eta: 0:00:00 lr: 0.002399 loss: 0.2034 (0.2159) loss_rec_all: 0.2289 (0.2414) loss_rec_sfr: 0.2979 (0.3360) loss_cl: -0.2791 (-0.2787) time: 0.7457 data: 0.0001 max mem: 29860 [21:58:50.082549] Epoch: [49] Total time: 0:36:26 (0.7529 s / it) [21:58:50.083392] Averaged stats: lr: 0.002399 loss: 0.2034 (0.2182) loss_rec_all: 0.2289 (0.2414) loss_rec_sfr: 0.2979 (0.3359) loss_cl: -0.2791 (-0.2554) [21:58:50.087984] log_dir: ./checkpoint/VF2_ViT-B [21:59:07.111690] Epoch: [50] [ 0/2904] eta: 13:43:53 lr: 0.002399 loss: 0.2806 (0.2806) loss_rec_all: 0.3048 (0.3048) loss_rec_sfr: 0.5014 (0.5014) loss_cl: -0.2766 (-0.2766) time: 17.0225 data: 9.2512 max mem: 29860 [21:59:24.150278] Epoch: [50] [ 20/2904] eta: 1:17:57 lr: 0.002399 loss: 0.2018 (0.2151) loss_rec_all: 0.2275 (0.2406) loss_rec_sfr: 0.2876 (0.3277) loss_cl: -0.2790 (-0.2786) time: 0.8519 data: 0.0650 max mem: 29860 [21:59:39.045859] Epoch: [50] [ 40/2904] eta: 0:56:59 lr: 0.002399 loss: 0.2057 (0.2168) loss_rec_all: 0.2313 (0.2423) loss_rec_sfr: 0.3219 (0.3391) loss_cl: -0.2785 (-0.2785) time: 0.7447 data: 0.0002 max mem: 29860 [21:59:53.951236] Epoch: [50] [ 60/2904] eta: 0:49:37 lr: 0.002399 loss: 0.2025 (0.2153) loss_rec_all: 0.2280 (0.2409) loss_rec_sfr: 0.2987 (0.3342) loss_cl: -0.2791 (-0.2786) time: 0.7452 data: 0.0002 max mem: 29860 [22:00:08.850201] Epoch: [50] [ 80/2904] eta: 0:45:45 lr: 0.002399 loss: 0.2125 (0.2182) loss_rec_all: 0.2383 (0.2437) loss_rec_sfr: 0.3049 (0.3412) loss_cl: -0.2784 (-0.2786) time: 0.7449 data: 0.0002 max mem: 29860 [22:00:23.760079] Epoch: [50] [ 100/2904] eta: 0:43:20 lr: 0.002399 loss: 0.2033 (0.2184) loss_rec_all: 0.2292 (0.2438) loss_rec_sfr: 0.3368 (0.3436) loss_cl: -0.2784 (-0.2786) time: 0.7455 data: 0.0002 max mem: 29860 [22:00:38.678420] Epoch: [50] [ 120/2904] eta: 0:41:38 lr: 0.002399 loss: 0.2088 (0.2192) loss_rec_all: 0.2349 (0.2447) loss_rec_sfr: 0.3209 (0.3455) loss_cl: -0.2788 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [22:00:53.581138] Epoch: [50] [ 140/2904] eta: 0:40:20 lr: 0.002399 loss: 0.2034 (0.2183) loss_rec_all: 0.2289 (0.2437) loss_rec_sfr: 0.3194 (0.3451) loss_cl: -0.2786 (-0.2786) time: 0.7451 data: 0.0002 max mem: 29860 [22:01:08.484768] Epoch: [50] [ 160/2904] eta: 0:39:18 lr: 0.002399 loss: 0.2055 (0.2180) loss_rec_all: 0.2310 (0.2435) loss_rec_sfr: 0.3037 (0.3441) loss_cl: -0.2784 (-0.2785) time: 0.7451 data: 0.0002 max mem: 29860 [22:01:23.436595] Epoch: [50] [ 180/2904] eta: 0:38:27 lr: 0.002399 loss: 0.2017 (0.2174) loss_rec_all: 0.2276 (0.2428) loss_rec_sfr: 0.2953 (0.3417) loss_cl: -0.2787 (-0.2786) time: 0.7476 data: 0.0002 max mem: 29860 [22:01:38.375553] Epoch: [50] [ 200/2904] eta: 0:37:43 lr: 0.002399 loss: 0.2090 (0.2179) loss_rec_all: 0.2348 (0.2433) loss_rec_sfr: 0.3413 (0.3441) loss_cl: -0.2786 (-0.2786) time: 0.7469 data: 0.0002 max mem: 29860 [22:01:53.300667] Epoch: [50] [ 220/2904] eta: 0:37:04 lr: 0.002399 loss: 0.2054 (0.2175) loss_rec_all: 0.2312 (0.2430) loss_rec_sfr: 0.2965 (0.3429) loss_cl: -0.2793 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [22:02:08.232891] Epoch: [50] [ 240/2904] eta: 0:36:30 lr: 0.002399 loss: 0.2048 (0.2166) loss_rec_all: 0.2303 (0.2420) loss_rec_sfr: 0.3017 (0.3399) loss_cl: -0.2784 (-0.2786) time: 0.7466 data: 0.0002 max mem: 29860 [22:02:23.179272] Epoch: [50] [ 260/2904] eta: 0:35:58 lr: 0.002399 loss: 0.2006 (0.2155) loss_rec_all: 0.2266 (0.2410) loss_rec_sfr: 0.2838 (0.3367) loss_cl: -0.2786 (-0.2786) time: 0.7473 data: 0.0002 max mem: 29860 [22:02:38.114787] Epoch: [50] [ 280/2904] eta: 0:35:29 lr: 0.002399 loss: 0.2024 (0.2158) loss_rec_all: 0.2281 (0.2413) loss_rec_sfr: 0.2980 (0.3371) loss_cl: -0.2792 (-0.2787) time: 0.7467 data: 0.0002 max mem: 29860 [22:02:53.044216] Epoch: [50] [ 300/2904] eta: 0:35:01 lr: 0.002399 loss: 0.2013 (0.2157) loss_rec_all: 0.2267 (0.2412) loss_rec_sfr: 0.3191 (0.3372) loss_cl: -0.2791 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [22:03:07.992840] Epoch: [50] [ 320/2904] eta: 0:34:35 lr: 0.002399 loss: 0.2035 (0.2156) loss_rec_all: 0.2296 (0.2411) loss_rec_sfr: 0.2999 (0.3366) loss_cl: -0.2788 (-0.2787) time: 0.7474 data: 0.0002 max mem: 29860 [22:03:22.939171] Epoch: [50] [ 340/2904] eta: 0:34:11 lr: 0.002399 loss: 0.2053 (0.2160) loss_rec_all: 0.2309 (0.2415) loss_rec_sfr: 0.3337 (0.3383) loss_cl: -0.2788 (-0.2787) time: 0.7473 data: 0.0002 max mem: 29860 [22:03:37.862479] Epoch: [50] [ 360/2904] eta: 0:33:47 lr: 0.002399 loss: 0.2036 (0.2164) loss_rec_all: 0.2292 (0.2419) loss_rec_sfr: 0.3383 (0.3397) loss_cl: -0.2796 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [22:03:52.798725] Epoch: [50] [ 380/2904] eta: 0:33:25 lr: 0.002399 loss: 0.2093 (0.2166) loss_rec_all: 0.2348 (0.2421) loss_rec_sfr: 0.3332 (0.3401) loss_cl: -0.2797 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [22:04:07.717050] Epoch: [50] [ 400/2904] eta: 0:33:03 lr: 0.002399 loss: 0.2039 (0.2160) loss_rec_all: 0.2297 (0.2415) loss_rec_sfr: 0.3076 (0.3387) loss_cl: -0.2794 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [22:04:22.628867] Epoch: [50] [ 420/2904] eta: 0:32:41 lr: 0.002399 loss: 0.2081 (0.2160) loss_rec_all: 0.2335 (0.2415) loss_rec_sfr: 0.2913 (0.3379) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [22:04:37.549563] Epoch: [50] [ 440/2904] eta: 0:32:21 lr: 0.002399 loss: 0.2050 (0.2159) loss_rec_all: 0.2306 (0.2414) loss_rec_sfr: 0.2884 (0.3372) loss_cl: -0.2785 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [22:04:52.468083] Epoch: [50] [ 460/2904] eta: 0:32:01 lr: 0.002399 loss: 0.2055 (0.2163) loss_rec_all: 0.2307 (0.2418) loss_rec_sfr: 0.3342 (0.3390) loss_cl: -0.2776 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [22:05:07.391787] Epoch: [50] [ 480/2904] eta: 0:31:41 lr: 0.002399 loss: 0.2042 (0.2164) loss_rec_all: 0.2298 (0.2419) loss_rec_sfr: 0.2966 (0.3390) loss_cl: -0.2793 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [22:05:22.312480] Epoch: [50] [ 500/2904] eta: 0:31:21 lr: 0.002399 loss: 0.2026 (0.2166) loss_rec_all: 0.2286 (0.2421) loss_rec_sfr: 0.2906 (0.3390) loss_cl: -0.2790 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [22:05:37.230788] Epoch: [50] [ 520/2904] eta: 0:31:02 lr: 0.002399 loss: 0.2068 (0.2164) loss_rec_all: 0.2326 (0.2419) loss_rec_sfr: 0.3185 (0.3389) loss_cl: -0.2785 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [22:05:52.161862] Epoch: [50] [ 540/2904] eta: 0:30:44 lr: 0.002399 loss: 0.2068 (0.2165) loss_rec_all: 0.2329 (0.2420) loss_rec_sfr: 0.3131 (0.3393) loss_cl: -0.2791 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [22:06:07.074788] Epoch: [50] [ 560/2904] eta: 0:30:25 lr: 0.002399 loss: 0.2028 (0.2161) loss_rec_all: 0.2284 (0.2416) loss_rec_sfr: 0.2979 (0.3380) loss_cl: -0.2796 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [22:06:21.992747] Epoch: [50] [ 580/2904] eta: 0:30:07 lr: 0.002399 loss: 0.2022 (0.2160) loss_rec_all: 0.2280 (0.2415) loss_rec_sfr: 0.3036 (0.3377) loss_cl: -0.2784 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [22:06:36.918396] Epoch: [50] [ 600/2904] eta: 0:29:49 lr: 0.002399 loss: 0.2060 (0.2162) loss_rec_all: 0.2314 (0.2417) loss_rec_sfr: 0.3356 (0.3383) loss_cl: -0.2781 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [22:06:51.836572] Epoch: [50] [ 620/2904] eta: 0:29:31 lr: 0.002399 loss: 0.2036 (0.2162) loss_rec_all: 0.2291 (0.2417) loss_rec_sfr: 0.2941 (0.3381) loss_cl: -0.2789 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [22:07:06.755553] Epoch: [50] [ 640/2904] eta: 0:29:14 lr: 0.002399 loss: 0.2030 (0.2161) loss_rec_all: 0.2293 (0.2416) loss_rec_sfr: 0.2864 (0.3377) loss_cl: -0.2800 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [22:07:21.676282] Epoch: [50] [ 660/2904] eta: 0:28:56 lr: 0.002399 loss: 0.2057 (0.2162) loss_rec_all: 0.2317 (0.2417) loss_rec_sfr: 0.3224 (0.3380) loss_cl: -0.2792 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [22:07:36.600227] Epoch: [50] [ 680/2904] eta: 0:28:39 lr: 0.002399 loss: 0.2021 (0.2161) loss_rec_all: 0.2277 (0.2416) loss_rec_sfr: 0.3196 (0.3380) loss_cl: -0.2789 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [22:07:51.515282] Epoch: [50] [ 700/2904] eta: 0:28:22 lr: 0.002399 loss: 0.2041 (0.2159) loss_rec_all: 0.2298 (0.2415) loss_rec_sfr: 0.3183 (0.3376) loss_cl: -0.2781 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [22:08:06.444166] Epoch: [50] [ 720/2904] eta: 0:28:05 lr: 0.002399 loss: 0.2051 (0.2159) loss_rec_all: 0.2305 (0.2414) loss_rec_sfr: 0.3023 (0.3376) loss_cl: -0.2777 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [22:08:21.360654] Epoch: [50] [ 740/2904] eta: 0:27:48 lr: 0.002399 loss: 0.1998 (0.2156) loss_rec_all: 0.2255 (0.2411) loss_rec_sfr: 0.2974 (0.3369) loss_cl: -0.2790 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [22:08:36.275565] Epoch: [50] [ 760/2904] eta: 0:27:31 lr: 0.002399 loss: 0.2033 (0.2158) loss_rec_all: 0.2292 (0.2413) loss_rec_sfr: 0.3228 (0.3373) loss_cl: -0.2793 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [22:08:51.192356] Epoch: [50] [ 780/2904] eta: 0:27:14 lr: 0.002399 loss: 0.2076 (0.2158) loss_rec_all: 0.2337 (0.2413) loss_rec_sfr: 0.3198 (0.3374) loss_cl: -0.2788 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [22:09:06.115238] Epoch: [50] [ 800/2904] eta: 0:26:58 lr: 0.002399 loss: 0.2025 (0.2157) loss_rec_all: 0.2284 (0.2412) loss_rec_sfr: 0.2941 (0.3371) loss_cl: -0.2787 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [22:09:21.055242] Epoch: [50] [ 820/2904] eta: 0:26:41 lr: 0.002399 loss: 0.2091 (0.2159) loss_rec_all: 0.2346 (0.2414) loss_rec_sfr: 0.3316 (0.3376) loss_cl: -0.2783 (-0.2787) time: 0.7470 data: 0.0002 max mem: 29860 [22:09:35.975655] Epoch: [50] [ 840/2904] eta: 0:26:25 lr: 0.002399 loss: 0.2025 (0.2158) loss_rec_all: 0.2285 (0.2413) loss_rec_sfr: 0.2824 (0.3368) loss_cl: -0.2791 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [22:09:50.898985] Epoch: [50] [ 860/2904] eta: 0:26:08 lr: 0.002399 loss: 0.2031 (0.2158) loss_rec_all: 0.2291 (0.2413) loss_rec_sfr: 0.2884 (0.3367) loss_cl: -0.2794 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [22:10:05.821427] Epoch: [50] [ 880/2904] eta: 0:25:52 lr: 0.002399 loss: 0.2089 (0.2159) loss_rec_all: 0.2344 (0.2414) loss_rec_sfr: 0.3047 (0.3368) loss_cl: -0.2793 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [22:10:20.747228] Epoch: [50] [ 900/2904] eta: 0:25:36 lr: 0.002399 loss: 0.2038 (0.2159) loss_rec_all: 0.2291 (0.2414) loss_rec_sfr: 0.3067 (0.3368) loss_cl: -0.2784 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [22:10:35.676459] Epoch: [50] [ 920/2904] eta: 0:25:19 lr: 0.002399 loss: 0.2015 (0.2157) loss_rec_all: 0.2275 (0.2412) loss_rec_sfr: 0.3262 (0.3367) loss_cl: -0.2792 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [22:10:50.614370] Epoch: [50] [ 940/2904] eta: 0:25:03 lr: 0.002399 loss: 0.2086 (0.2160) loss_rec_all: 0.2342 (0.2415) loss_rec_sfr: 0.3070 (0.3372) loss_cl: -0.2784 (-0.2787) time: 0.7469 data: 0.0002 max mem: 29860 [22:11:05.540449] Epoch: [50] [ 960/2904] eta: 0:24:47 lr: 0.002399 loss: 0.2019 (0.2157) loss_rec_all: 0.2278 (0.2413) loss_rec_sfr: 0.2933 (0.3366) loss_cl: -0.2782 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [22:11:20.472567] Epoch: [50] [ 980/2904] eta: 0:24:31 lr: 0.002399 loss: 0.2086 (0.2159) loss_rec_all: 0.2341 (0.2414) loss_rec_sfr: 0.3266 (0.3371) loss_cl: -0.2780 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [22:11:35.393908] Epoch: [50] [1000/2904] eta: 0:24:15 lr: 0.002399 loss: 0.2016 (0.2159) loss_rec_all: 0.2272 (0.2414) loss_rec_sfr: 0.3234 (0.3372) loss_cl: -0.2787 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [22:11:50.322780] Epoch: [50] [1020/2904] eta: 0:23:59 lr: 0.002399 loss: 0.2049 (0.2157) loss_rec_all: 0.2309 (0.2412) loss_rec_sfr: 0.2924 (0.3366) loss_cl: -0.2794 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [22:12:05.253283] Epoch: [50] [1040/2904] eta: 0:23:43 lr: 0.002399 loss: 0.2010 (0.2157) loss_rec_all: 0.2265 (0.2412) loss_rec_sfr: 0.3280 (0.3367) loss_cl: -0.2790 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [22:12:20.177180] Epoch: [50] [1060/2904] eta: 0:23:27 lr: 0.002399 loss: 0.2046 (0.2156) loss_rec_all: 0.2305 (0.2411) loss_rec_sfr: 0.2891 (0.3364) loss_cl: -0.2791 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [22:12:35.111602] Epoch: [50] [1080/2904] eta: 0:23:12 lr: 0.002399 loss: 0.2073 (0.2156) loss_rec_all: 0.2331 (0.2411) loss_rec_sfr: 0.3163 (0.3365) loss_cl: -0.2788 (-0.2787) time: 0.7467 data: 0.0002 max mem: 29860 [22:12:50.035654] Epoch: [50] [1100/2904] eta: 0:22:56 lr: 0.002399 loss: 0.2053 (0.2156) loss_rec_all: 0.2310 (0.2411) loss_rec_sfr: 0.3041 (0.3363) loss_cl: -0.2796 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [22:13:04.956239] Epoch: [50] [1120/2904] eta: 0:22:40 lr: 0.002399 loss: 0.2049 (0.2156) loss_rec_all: 0.2303 (0.2411) loss_rec_sfr: 0.3224 (0.3362) loss_cl: -0.2791 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [22:13:19.880512] Epoch: [50] [1140/2904] eta: 0:22:24 lr: 0.002399 loss: 0.2011 (0.2155) loss_rec_all: 0.2270 (0.2410) loss_rec_sfr: 0.2973 (0.3358) loss_cl: -0.2791 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [22:13:34.802061] Epoch: [50] [1160/2904] eta: 0:22:08 lr: 0.002399 loss: 0.2050 (0.2154) loss_rec_all: 0.2306 (0.2409) loss_rec_sfr: 0.2924 (0.3354) loss_cl: -0.2779 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [22:13:49.730402] Epoch: [50] [1180/2904] eta: 0:21:53 lr: 0.002399 loss: 0.2091 (0.2155) loss_rec_all: 0.2349 (0.2411) loss_rec_sfr: 0.3300 (0.3357) loss_cl: -0.2785 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [22:14:04.656550] Epoch: [50] [1200/2904] eta: 0:21:37 lr: 0.002399 loss: 0.2069 (0.2155) loss_rec_all: 0.2327 (0.2410) loss_rec_sfr: 0.3335 (0.3358) loss_cl: -0.2788 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [22:14:19.581910] Epoch: [50] [1220/2904] eta: 0:21:21 lr: 0.002399 loss: 0.2051 (0.2153) loss_rec_all: 0.2309 (0.2409) loss_rec_sfr: 0.2867 (0.3351) loss_cl: -0.2792 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [22:14:34.500037] Epoch: [50] [1240/2904] eta: 0:21:06 lr: 0.002399 loss: 0.2005 (0.2152) loss_rec_all: 0.2265 (0.2407) loss_rec_sfr: 0.2930 (0.3347) loss_cl: -0.2786 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [22:14:49.418113] Epoch: [50] [1260/2904] eta: 0:20:50 lr: 0.002399 loss: 0.2028 (0.2153) loss_rec_all: 0.2287 (0.2408) loss_rec_sfr: 0.2930 (0.3347) loss_cl: -0.2788 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [22:15:04.335235] Epoch: [50] [1280/2904] eta: 0:20:35 lr: 0.002399 loss: 0.2054 (0.2153) loss_rec_all: 0.2311 (0.2408) loss_rec_sfr: 0.3224 (0.3349) loss_cl: -0.2796 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [22:15:19.263495] Epoch: [50] [1300/2904] eta: 0:20:19 lr: 0.002399 loss: 0.2042 (0.2152) loss_rec_all: 0.2297 (0.2407) loss_rec_sfr: 0.3259 (0.3348) loss_cl: -0.2791 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [22:15:34.187964] Epoch: [50] [1320/2904] eta: 0:20:03 lr: 0.002399 loss: 0.2018 (0.2151) loss_rec_all: 0.2277 (0.2406) loss_rec_sfr: 0.2878 (0.3344) loss_cl: -0.2786 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [22:15:49.109612] Epoch: [50] [1340/2904] eta: 0:19:48 lr: 0.002399 loss: 0.2122 (0.2152) loss_rec_all: 0.2381 (0.2408) loss_rec_sfr: 0.3021 (0.3346) loss_cl: -0.2785 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [22:16:04.029319] Epoch: [50] [1360/2904] eta: 0:19:32 lr: 0.002399 loss: 0.2068 (0.2153) loss_rec_all: 0.2326 (0.2408) loss_rec_sfr: 0.2934 (0.3347) loss_cl: -0.2790 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [22:16:18.951494] Epoch: [50] [1380/2904] eta: 0:19:17 lr: 0.002399 loss: 0.2045 (0.2153) loss_rec_all: 0.2304 (0.2408) loss_rec_sfr: 0.2939 (0.3346) loss_cl: -0.2781 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [22:16:33.869791] Epoch: [50] [1400/2904] eta: 0:19:01 lr: 0.002399 loss: 0.2047 (0.2153) loss_rec_all: 0.2302 (0.2409) loss_rec_sfr: 0.2992 (0.3347) loss_cl: -0.2788 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [22:16:48.787008] Epoch: [50] [1420/2904] eta: 0:18:46 lr: 0.002399 loss: 0.2071 (0.2154) loss_rec_all: 0.2330 (0.2409) loss_rec_sfr: 0.3240 (0.3349) loss_cl: -0.2790 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [22:17:03.709482] Epoch: [50] [1440/2904] eta: 0:18:31 lr: 0.002399 loss: 0.2078 (0.2154) loss_rec_all: 0.2330 (0.2409) loss_rec_sfr: 0.3243 (0.3351) loss_cl: -0.2791 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [22:17:18.631128] Epoch: [50] [1460/2904] eta: 0:18:15 lr: 0.002399 loss: 0.2039 (0.2154) loss_rec_all: 0.2301 (0.2409) loss_rec_sfr: 0.2849 (0.3349) loss_cl: -0.2792 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [22:17:33.551660] Epoch: [50] [1480/2904] eta: 0:18:00 lr: 0.002399 loss: 0.2081 (0.2156) loss_rec_all: 0.2333 (0.2411) loss_rec_sfr: 0.3410 (0.3354) loss_cl: -0.2789 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [22:17:48.470496] Epoch: [50] [1500/2904] eta: 0:17:44 lr: 0.002399 loss: 0.2055 (0.2155) loss_rec_all: 0.2311 (0.2410) loss_rec_sfr: 0.2887 (0.3350) loss_cl: -0.2782 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [22:18:03.388069] Epoch: [50] [1520/2904] eta: 0:17:29 lr: 0.002399 loss: 0.2053 (0.2155) loss_rec_all: 0.2310 (0.2410) loss_rec_sfr: 0.2928 (0.3348) loss_cl: -0.2784 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [22:18:18.312659] Epoch: [50] [1540/2904] eta: 0:17:13 lr: 0.002399 loss: 0.2045 (0.2155) loss_rec_all: 0.2303 (0.2410) loss_rec_sfr: 0.3054 (0.3349) loss_cl: -0.2797 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [22:18:33.234493] Epoch: [50] [1560/2904] eta: 0:16:58 lr: 0.002399 loss: 0.2033 (0.2155) loss_rec_all: 0.2291 (0.2410) loss_rec_sfr: 0.3212 (0.3350) loss_cl: -0.2797 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [22:18:48.159967] Epoch: [50] [1580/2904] eta: 0:16:43 lr: 0.002399 loss: 0.2105 (0.2155) loss_rec_all: 0.2360 (0.2410) loss_rec_sfr: 0.3234 (0.3351) loss_cl: -0.2787 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [22:19:03.079798] Epoch: [50] [1600/2904] eta: 0:16:27 lr: 0.002399 loss: 0.2094 (0.2156) loss_rec_all: 0.2351 (0.2411) loss_rec_sfr: 0.3002 (0.3352) loss_cl: -0.2782 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [22:19:18.013082] Epoch: [50] [1620/2904] eta: 0:16:12 lr: 0.002399 loss: 0.2055 (0.2156) loss_rec_all: 0.2309 (0.2411) loss_rec_sfr: 0.3322 (0.3353) loss_cl: -0.2777 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [22:19:32.953402] Epoch: [50] [1640/2904] eta: 0:15:57 lr: 0.002399 loss: 0.2023 (0.2156) loss_rec_all: 0.2276 (0.2411) loss_rec_sfr: 0.2990 (0.3353) loss_cl: -0.2791 (-0.2787) time: 0.7470 data: 0.0002 max mem: 29860 [22:19:47.889028] Epoch: [50] [1660/2904] eta: 0:15:41 lr: 0.002399 loss: 0.2043 (0.2155) loss_rec_all: 0.2298 (0.2411) loss_rec_sfr: 0.3086 (0.3352) loss_cl: -0.2781 (-0.2787) time: 0.7467 data: 0.0002 max mem: 29860 [22:20:02.827893] Epoch: [50] [1680/2904] eta: 0:15:26 lr: 0.002399 loss: 0.2069 (0.2155) loss_rec_all: 0.2322 (0.2410) loss_rec_sfr: 0.3243 (0.3351) loss_cl: -0.2789 (-0.2787) time: 0.7469 data: 0.0002 max mem: 29860 [22:20:17.764615] Epoch: [50] [1700/2904] eta: 0:15:11 lr: 0.002399 loss: 0.2039 (0.2155) loss_rec_all: 0.2302 (0.2410) loss_rec_sfr: 0.2893 (0.3348) loss_cl: -0.2793 (-0.2787) time: 0.7468 data: 0.0002 max mem: 29860 [22:20:32.872971] Epoch: [50] [1720/2904] eta: 0:14:56 lr: 0.002399 loss: 0.2022 (0.2153) loss_rec_all: 0.2276 (0.2409) loss_rec_sfr: 0.2936 (0.3343) loss_cl: -0.2795 (-0.2787) time: 0.7554 data: 0.0002 max mem: 29860 [22:20:47.795081] Epoch: [50] [1740/2904] eta: 0:14:40 lr: 0.002399 loss: 0.2067 (0.2154) loss_rec_all: 0.2321 (0.2409) loss_rec_sfr: 0.3260 (0.3345) loss_cl: -0.2790 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [22:21:02.706443] Epoch: [50] [1760/2904] eta: 0:14:25 lr: 0.002399 loss: 0.2046 (0.2155) loss_rec_all: 0.2299 (0.2410) loss_rec_sfr: 0.3417 (0.3348) loss_cl: -0.2782 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [22:21:17.628049] Epoch: [50] [1780/2904] eta: 0:14:10 lr: 0.002399 loss: 0.2051 (0.2155) loss_rec_all: 0.2306 (0.2410) loss_rec_sfr: 0.3304 (0.3349) loss_cl: -0.2786 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [22:21:32.550296] Epoch: [50] [1800/2904] eta: 0:13:55 lr: 0.002399 loss: 0.2054 (0.2154) loss_rec_all: 0.2308 (0.2409) loss_rec_sfr: 0.3006 (0.3347) loss_cl: -0.2787 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [22:21:47.477702] Epoch: [50] [1820/2904] eta: 0:13:39 lr: 0.002399 loss: 0.2018 (0.2155) loss_rec_all: 0.2276 (0.2410) loss_rec_sfr: 0.3073 (0.3348) loss_cl: -0.2791 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [22:22:02.404193] Epoch: [50] [1840/2904] eta: 0:13:24 lr: 0.002399 loss: 0.2062 (0.2154) loss_rec_all: 0.2322 (0.2410) loss_rec_sfr: 0.2960 (0.3346) loss_cl: -0.2797 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [22:22:17.329604] Epoch: [50] [1860/2904] eta: 0:13:09 lr: 0.002399 loss: 0.2129 (0.2155) loss_rec_all: 0.2388 (0.2410) loss_rec_sfr: 0.3052 (0.3348) loss_cl: -0.2789 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [22:22:32.246190] Epoch: [50] [1880/2904] eta: 0:12:54 lr: 0.002399 loss: 0.2054 (0.2155) loss_rec_all: 0.2309 (0.2410) loss_rec_sfr: 0.2959 (0.3347) loss_cl: -0.2780 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [22:22:47.164437] Epoch: [50] [1900/2904] eta: 0:12:38 lr: 0.002399 loss: 0.2045 (0.2155) loss_rec_all: 0.2301 (0.2410) loss_rec_sfr: 0.3310 (0.3348) loss_cl: -0.2784 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [22:23:02.080472] Epoch: [50] [1920/2904] eta: 0:12:23 lr: 0.002399 loss: 0.2033 (0.2155) loss_rec_all: 0.2293 (0.2410) loss_rec_sfr: 0.3180 (0.3349) loss_cl: -0.2793 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [22:23:17.002790] Epoch: [50] [1940/2904] eta: 0:12:08 lr: 0.002399 loss: 0.2116 (0.2156) loss_rec_all: 0.2367 (0.2411) loss_rec_sfr: 0.2926 (0.3350) loss_cl: -0.2791 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [22:23:31.918196] Epoch: [50] [1960/2904] eta: 0:11:53 lr: 0.002399 loss: 0.2044 (0.2156) loss_rec_all: 0.2301 (0.2411) loss_rec_sfr: 0.3397 (0.3353) loss_cl: -0.2790 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [22:23:46.839708] Epoch: [50] [1980/2904] eta: 0:11:38 lr: 0.002399 loss: 0.2106 (0.2156) loss_rec_all: 0.2362 (0.2412) loss_rec_sfr: 0.2985 (0.3353) loss_cl: -0.2792 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [22:24:01.760808] Epoch: [50] [2000/2904] eta: 0:11:22 lr: 0.002399 loss: 0.2051 (0.2156) loss_rec_all: 0.2307 (0.2411) loss_rec_sfr: 0.3140 (0.3352) loss_cl: -0.2788 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [22:24:16.680566] Epoch: [50] [2020/2904] eta: 0:11:07 lr: 0.002399 loss: 0.2093 (0.2157) loss_rec_all: 0.2347 (0.2412) loss_rec_sfr: 0.2974 (0.3354) loss_cl: -0.2788 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [22:24:31.600520] Epoch: [50] [2040/2904] eta: 0:10:52 lr: 0.002399 loss: 0.2076 (0.2157) loss_rec_all: 0.2336 (0.2412) loss_rec_sfr: 0.3272 (0.3355) loss_cl: -0.2785 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [22:24:46.516877] Epoch: [50] [2060/2904] eta: 0:10:37 lr: 0.002399 loss: 0.2010 (0.2157) loss_rec_all: 0.2269 (0.2412) loss_rec_sfr: 0.3074 (0.3353) loss_cl: -0.2776 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [22:25:01.431858] Epoch: [50] [2080/2904] eta: 0:10:22 lr: 0.002399 loss: 0.2027 (0.2157) loss_rec_all: 0.2283 (0.2412) loss_rec_sfr: 0.3258 (0.3354) loss_cl: -0.2788 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [22:25:16.353208] Epoch: [50] [2100/2904] eta: 0:10:06 lr: 0.002399 loss: 0.2018 (0.2156) loss_rec_all: 0.2276 (0.2411) loss_rec_sfr: 0.2908 (0.3352) loss_cl: -0.2785 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [22:25:31.278821] Epoch: [50] [2120/2904] eta: 0:09:51 lr: 0.002399 loss: 0.2056 (0.2156) loss_rec_all: 0.2315 (0.2412) loss_rec_sfr: 0.2978 (0.3353) loss_cl: -0.2791 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [22:25:46.198453] Epoch: [50] [2140/2904] eta: 0:09:36 lr: 0.002399 loss: 0.2060 (0.2156) loss_rec_all: 0.2320 (0.2412) loss_rec_sfr: 0.2951 (0.3351) loss_cl: -0.2792 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [22:26:01.112078] Epoch: [50] [2160/2904] eta: 0:09:21 lr: 0.002399 loss: 0.2054 (0.2157) loss_rec_all: 0.2312 (0.2412) loss_rec_sfr: 0.3235 (0.3353) loss_cl: -0.2792 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [22:26:16.028366] Epoch: [50] [2180/2904] eta: 0:09:06 lr: 0.002399 loss: 0.2049 (0.2157) loss_rec_all: 0.2307 (0.2412) loss_rec_sfr: 0.2934 (0.3352) loss_cl: -0.2786 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [22:26:30.946735] Epoch: [50] [2200/2904] eta: 0:08:51 lr: 0.002399 loss: 0.2042 (0.2156) loss_rec_all: 0.2295 (0.2411) loss_rec_sfr: 0.2985 (0.3350) loss_cl: -0.2787 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [22:26:45.862470] Epoch: [50] [2220/2904] eta: 0:08:36 lr: 0.002399 loss: 0.2063 (0.2157) loss_rec_all: 0.2317 (0.2412) loss_rec_sfr: 0.3461 (0.3352) loss_cl: -0.2779 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [22:27:00.784981] Epoch: [50] [2240/2904] eta: 0:08:20 lr: 0.002399 loss: 0.2038 (0.2156) loss_rec_all: 0.2290 (0.2412) loss_rec_sfr: 0.2978 (0.3351) loss_cl: -0.2783 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [22:27:15.703870] Epoch: [50] [2260/2904] eta: 0:08:05 lr: 0.002399 loss: 0.2033 (0.2156) loss_rec_all: 0.2292 (0.2411) loss_rec_sfr: 0.2882 (0.3350) loss_cl: -0.2794 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [22:27:30.623690] Epoch: [50] [2280/2904] eta: 0:07:50 lr: 0.002399 loss: 0.2035 (0.2156) loss_rec_all: 0.2289 (0.2412) loss_rec_sfr: 0.3213 (0.3352) loss_cl: -0.2793 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [22:27:45.537195] Epoch: [50] [2300/2904] eta: 0:07:35 lr: 0.002399 loss: 0.2059 (0.2157) loss_rec_all: 0.2318 (0.2412) loss_rec_sfr: 0.3046 (0.3353) loss_cl: -0.2781 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [22:28:00.454695] Epoch: [50] [2320/2904] eta: 0:07:20 lr: 0.002399 loss: 0.2051 (0.2156) loss_rec_all: 0.2307 (0.2412) loss_rec_sfr: 0.2988 (0.3351) loss_cl: -0.2782 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [22:28:15.371698] Epoch: [50] [2340/2904] eta: 0:07:05 lr: 0.002399 loss: 0.2001 (0.2156) loss_rec_all: 0.2262 (0.2411) loss_rec_sfr: 0.2872 (0.3350) loss_cl: -0.2788 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [22:28:30.285722] Epoch: [50] [2360/2904] eta: 0:06:50 lr: 0.002399 loss: 0.2038 (0.2156) loss_rec_all: 0.2296 (0.2411) loss_rec_sfr: 0.2976 (0.3349) loss_cl: -0.2786 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [22:28:45.210311] Epoch: [50] [2380/2904] eta: 0:06:35 lr: 0.002399 loss: 0.2084 (0.2156) loss_rec_all: 0.2338 (0.2411) loss_rec_sfr: 0.3063 (0.3348) loss_cl: -0.2788 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [22:29:00.128880] Epoch: [50] [2400/2904] eta: 0:06:19 lr: 0.002399 loss: 0.2044 (0.2156) loss_rec_all: 0.2299 (0.2411) loss_rec_sfr: 0.3251 (0.3350) loss_cl: -0.2781 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [22:29:15.045838] Epoch: [50] [2420/2904] eta: 0:06:04 lr: 0.002399 loss: 0.2023 (0.2156) loss_rec_all: 0.2284 (0.2411) loss_rec_sfr: 0.2868 (0.3348) loss_cl: -0.2790 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [22:29:29.959346] Epoch: [50] [2440/2904] eta: 0:05:49 lr: 0.002399 loss: 0.2106 (0.2156) loss_rec_all: 0.2364 (0.2412) loss_rec_sfr: 0.3060 (0.3350) loss_cl: -0.2792 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [22:29:44.873021] Epoch: [50] [2460/2904] eta: 0:05:34 lr: 0.002399 loss: 0.2048 (0.2156) loss_rec_all: 0.2304 (0.2412) loss_rec_sfr: 0.3408 (0.3352) loss_cl: -0.2792 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [22:29:59.783179] Epoch: [50] [2480/2904] eta: 0:05:19 lr: 0.002399 loss: 0.2014 (0.2156) loss_rec_all: 0.2272 (0.2411) loss_rec_sfr: 0.2683 (0.3349) loss_cl: -0.2785 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [22:30:14.705182] Epoch: [50] [2500/2904] eta: 0:05:04 lr: 0.002399 loss: 0.2031 (0.2156) loss_rec_all: 0.2284 (0.2411) loss_rec_sfr: 0.3079 (0.3349) loss_cl: -0.2786 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [22:30:29.626230] Epoch: [50] [2520/2904] eta: 0:04:49 lr: 0.002399 loss: 0.2016 (0.2155) loss_rec_all: 0.2273 (0.2411) loss_rec_sfr: 0.3321 (0.3349) loss_cl: -0.2790 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [22:30:44.549905] Epoch: [50] [2540/2904] eta: 0:04:34 lr: 0.002399 loss: 0.2090 (0.2156) loss_rec_all: 0.2341 (0.2411) loss_rec_sfr: 0.3291 (0.3352) loss_cl: -0.2779 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [22:30:59.467537] Epoch: [50] [2560/2904] eta: 0:04:19 lr: 0.002399 loss: 0.2039 (0.2156) loss_rec_all: 0.2293 (0.2411) loss_rec_sfr: 0.2894 (0.3351) loss_cl: -0.2791 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [22:31:14.390809] Epoch: [50] [2580/2904] eta: 0:04:04 lr: 0.002399 loss: 0.2070 (0.2156) loss_rec_all: 0.2329 (0.2411) loss_rec_sfr: 0.2928 (0.3349) loss_cl: -0.2796 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [22:31:29.320376] Epoch: [50] [2600/2904] eta: 0:03:48 lr: 0.002399 loss: 0.2085 (0.2157) loss_rec_all: 0.2346 (0.2412) loss_rec_sfr: 0.2928 (0.3350) loss_cl: -0.2789 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [22:31:44.233170] Epoch: [50] [2620/2904] eta: 0:03:33 lr: 0.002399 loss: 0.2007 (0.2156) loss_rec_all: 0.2266 (0.2411) loss_rec_sfr: 0.2919 (0.3348) loss_cl: -0.2774 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [22:31:59.148278] Epoch: [50] [2640/2904] eta: 0:03:18 lr: 0.002399 loss: 0.2029 (0.2156) loss_rec_all: 0.2283 (0.2411) loss_rec_sfr: 0.3256 (0.3348) loss_cl: -0.2784 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [22:32:14.069173] Epoch: [50] [2660/2904] eta: 0:03:03 lr: 0.002399 loss: 0.2037 (0.2156) loss_rec_all: 0.2293 (0.2411) loss_rec_sfr: 0.2977 (0.3348) loss_cl: -0.2787 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [22:32:28.995341] Epoch: [50] [2680/2904] eta: 0:02:48 lr: 0.002399 loss: 0.2044 (0.2155) loss_rec_all: 0.2298 (0.2411) loss_rec_sfr: 0.3071 (0.3347) loss_cl: -0.2788 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [22:32:43.922981] Epoch: [50] [2700/2904] eta: 0:02:33 lr: 0.002399 loss: 0.2040 (0.2155) loss_rec_all: 0.2303 (0.2410) loss_rec_sfr: 0.2898 (0.3346) loss_cl: -0.2798 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [22:32:58.857621] Epoch: [50] [2720/2904] eta: 0:02:18 lr: 0.002399 loss: 0.2028 (0.2155) loss_rec_all: 0.2282 (0.2410) loss_rec_sfr: 0.2977 (0.3346) loss_cl: -0.2788 (-0.2787) time: 0.7467 data: 0.0002 max mem: 29860 [22:33:13.789351] Epoch: [50] [2740/2904] eta: 0:02:03 lr: 0.002399 loss: 0.2078 (0.2155) loss_rec_all: 0.2332 (0.2411) loss_rec_sfr: 0.2867 (0.3346) loss_cl: -0.2782 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [22:33:28.718057] Epoch: [50] [2760/2904] eta: 0:01:48 lr: 0.002399 loss: 0.2076 (0.2156) loss_rec_all: 0.2334 (0.2411) loss_rec_sfr: 0.3309 (0.3348) loss_cl: -0.2780 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [22:33:43.639364] Epoch: [50] [2780/2904] eta: 0:01:33 lr: 0.002399 loss: 0.2040 (0.2157) loss_rec_all: 0.2293 (0.2412) loss_rec_sfr: 0.3322 (0.3351) loss_cl: -0.2791 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [22:33:58.563231] Epoch: [50] [2800/2904] eta: 0:01:18 lr: 0.002399 loss: 0.2069 (0.2157) loss_rec_all: 0.2326 (0.2412) loss_rec_sfr: 0.3074 (0.3352) loss_cl: -0.2786 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [22:34:13.484156] Epoch: [50] [2820/2904] eta: 0:01:03 lr: 0.002399 loss: 0.2119 (0.2157) loss_rec_all: 0.2375 (0.2413) loss_rec_sfr: 0.3265 (0.3353) loss_cl: -0.2798 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [22:34:28.457601] Epoch: [50] [2840/2904] eta: 0:00:48 lr: 0.002399 loss: 0.2048 (0.2157) loss_rec_all: 0.2300 (0.2413) loss_rec_sfr: 0.2921 (0.3352) loss_cl: -0.2773 (-0.2787) time: 0.7486 data: 0.0023 max mem: 29860 [22:34:43.370537] Epoch: [50] [2860/2904] eta: 0:00:33 lr: 0.002399 loss: 0.2119 (0.2158) loss_rec_all: 0.2378 (0.2413) loss_rec_sfr: 0.2973 (0.3354) loss_cl: -0.2795 (-0.2787) time: 0.7456 data: 0.0001 max mem: 29860 [22:34:58.282206] Epoch: [50] [2880/2904] eta: 0:00:18 lr: 0.002399 loss: 0.2077 (0.2158) loss_rec_all: 0.2336 (0.2413) loss_rec_sfr: 0.2976 (0.3353) loss_cl: -0.2786 (-0.2787) time: 0.7455 data: 0.0001 max mem: 29860 [22:35:13.193036] Epoch: [50] [2900/2904] eta: 0:00:03 lr: 0.002399 loss: 0.2040 (0.2158) loss_rec_all: 0.2297 (0.2413) loss_rec_sfr: 0.3018 (0.3352) loss_cl: -0.2783 (-0.2787) time: 0.7455 data: 0.0001 max mem: 29860 [22:35:15.436203] Epoch: [50] [2903/2904] eta: 0:00:00 lr: 0.002399 loss: 0.2040 (0.2158) loss_rec_all: 0.2297 (0.2413) loss_rec_sfr: 0.3018 (0.3353) loss_cl: -0.2786 (-0.2787) time: 0.7454 data: 0.0001 max mem: 29860 [22:35:17.524696] Epoch: [50] Total time: 0:36:27 (0.7532 s / it) [22:35:17.544862] Averaged stats: lr: 0.002399 loss: 0.2040 (0.2172) loss_rec_all: 0.2297 (0.2404) loss_rec_sfr: 0.3018 (0.3337) loss_cl: -0.2786 (-0.2554) [22:35:20.214327] log_dir: ./checkpoint/VF2_ViT-B [22:35:32.050407] Epoch: [51] [ 0/2904] eta: 9:32:49 lr: 0.002399 loss: 0.2151 (0.2151) loss_rec_all: 0.2409 (0.2409) loss_rec_sfr: 0.2930 (0.2930) loss_cl: -0.2786 (-0.2786) time: 11.8354 data: 11.1016 max mem: 29860 [22:35:49.677676] Epoch: [51] [ 20/2904] eta: 1:07:26 lr: 0.002399 loss: 0.2024 (0.2150) loss_rec_all: 0.2280 (0.2404) loss_rec_sfr: 0.3290 (0.3397) loss_cl: -0.2780 (-0.2780) time: 0.8813 data: 0.1378 max mem: 29860 [22:36:04.549095] Epoch: [51] [ 40/2904] eta: 0:51:36 lr: 0.002399 loss: 0.2022 (0.2110) loss_rec_all: 0.2282 (0.2366) loss_rec_sfr: 0.2921 (0.3242) loss_cl: -0.2794 (-0.2786) time: 0.7435 data: 0.0002 max mem: 29860 [22:36:19.424115] Epoch: [51] [ 60/2904] eta: 0:46:00 lr: 0.002399 loss: 0.2093 (0.2157) loss_rec_all: 0.2354 (0.2412) loss_rec_sfr: 0.3293 (0.3391) loss_cl: -0.2784 (-0.2786) time: 0.7437 data: 0.0002 max mem: 29860 [22:36:34.307023] Epoch: [51] [ 80/2904] eta: 0:43:03 lr: 0.002399 loss: 0.2043 (0.2159) loss_rec_all: 0.2303 (0.2413) loss_rec_sfr: 0.3269 (0.3398) loss_cl: -0.2791 (-0.2787) time: 0.7441 data: 0.0002 max mem: 29860 [22:36:49.214855] Epoch: [51] [ 100/2904] eta: 0:41:10 lr: 0.002399 loss: 0.2029 (0.2147) loss_rec_all: 0.2285 (0.2402) loss_rec_sfr: 0.2962 (0.3368) loss_cl: -0.2790 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [22:37:04.134057] Epoch: [51] [ 120/2904] eta: 0:39:50 lr: 0.002399 loss: 0.2072 (0.2146) loss_rec_all: 0.2331 (0.2401) loss_rec_sfr: 0.3216 (0.3369) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [22:37:19.064496] Epoch: [51] [ 140/2904] eta: 0:38:49 lr: 0.002399 loss: 0.2092 (0.2161) loss_rec_all: 0.2350 (0.2416) loss_rec_sfr: 0.3083 (0.3398) loss_cl: -0.2783 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [22:37:34.014841] Epoch: [51] [ 160/2904] eta: 0:38:00 lr: 0.002399 loss: 0.2040 (0.2150) loss_rec_all: 0.2297 (0.2406) loss_rec_sfr: 0.2897 (0.3354) loss_cl: -0.2790 (-0.2787) time: 0.7475 data: 0.0002 max mem: 29860 [22:37:48.941209] Epoch: [51] [ 180/2904] eta: 0:37:18 lr: 0.002399 loss: 0.2099 (0.2165) loss_rec_all: 0.2360 (0.2420) loss_rec_sfr: 0.3223 (0.3388) loss_cl: -0.2796 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [22:38:04.033240] Epoch: [51] [ 200/2904] eta: 0:36:43 lr: 0.002399 loss: 0.2035 (0.2155) loss_rec_all: 0.2294 (0.2410) loss_rec_sfr: 0.2927 (0.3364) loss_cl: -0.2790 (-0.2788) time: 0.7546 data: 0.0002 max mem: 29860 [22:38:18.958755] Epoch: [51] [ 220/2904] eta: 0:36:10 lr: 0.002399 loss: 0.2079 (0.2161) loss_rec_all: 0.2339 (0.2416) loss_rec_sfr: 0.3393 (0.3380) loss_cl: -0.2789 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [22:38:33.883528] Epoch: [51] [ 240/2904] eta: 0:35:40 lr: 0.002399 loss: 0.2039 (0.2154) loss_rec_all: 0.2298 (0.2409) loss_rec_sfr: 0.2917 (0.3356) loss_cl: -0.2778 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [22:38:48.804514] Epoch: [51] [ 260/2904] eta: 0:35:12 lr: 0.002399 loss: 0.2036 (0.2153) loss_rec_all: 0.2294 (0.2408) loss_rec_sfr: 0.3034 (0.3355) loss_cl: -0.2778 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [22:39:03.727670] Epoch: [51] [ 280/2904] eta: 0:34:47 lr: 0.002399 loss: 0.2016 (0.2145) loss_rec_all: 0.2276 (0.2400) loss_rec_sfr: 0.2896 (0.3327) loss_cl: -0.2794 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [22:39:18.648585] Epoch: [51] [ 300/2904] eta: 0:34:22 lr: 0.002399 loss: 0.2026 (0.2141) loss_rec_all: 0.2283 (0.2397) loss_rec_sfr: 0.3039 (0.3324) loss_cl: -0.2803 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [22:39:33.563597] Epoch: [51] [ 320/2904] eta: 0:33:59 lr: 0.002399 loss: 0.2036 (0.2141) loss_rec_all: 0.2295 (0.2396) loss_rec_sfr: 0.2820 (0.3313) loss_cl: -0.2783 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [22:39:48.494542] Epoch: [51] [ 340/2904] eta: 0:33:37 lr: 0.002399 loss: 0.2062 (0.2141) loss_rec_all: 0.2316 (0.2396) loss_rec_sfr: 0.3132 (0.3313) loss_cl: -0.2780 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [22:40:03.410317] Epoch: [51] [ 360/2904] eta: 0:33:15 lr: 0.002399 loss: 0.2011 (0.2136) loss_rec_all: 0.2272 (0.2391) loss_rec_sfr: 0.3017 (0.3302) loss_cl: -0.2803 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [22:40:18.347719] Epoch: [51] [ 380/2904] eta: 0:32:54 lr: 0.002399 loss: 0.2026 (0.2136) loss_rec_all: 0.2282 (0.2392) loss_rec_sfr: 0.3272 (0.3311) loss_cl: -0.2790 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [22:40:33.267786] Epoch: [51] [ 400/2904] eta: 0:32:34 lr: 0.002399 loss: 0.2074 (0.2141) loss_rec_all: 0.2331 (0.2396) loss_rec_sfr: 0.2998 (0.3318) loss_cl: -0.2783 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [22:40:48.188692] Epoch: [51] [ 420/2904] eta: 0:32:15 lr: 0.002399 loss: 0.2040 (0.2141) loss_rec_all: 0.2295 (0.2396) loss_rec_sfr: 0.3007 (0.3317) loss_cl: -0.2780 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [22:41:03.110884] Epoch: [51] [ 440/2904] eta: 0:31:55 lr: 0.002399 loss: 0.2061 (0.2143) loss_rec_all: 0.2315 (0.2398) loss_rec_sfr: 0.3399 (0.3332) loss_cl: -0.2791 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [22:41:18.028444] Epoch: [51] [ 460/2904] eta: 0:31:36 lr: 0.002399 loss: 0.2032 (0.2144) loss_rec_all: 0.2293 (0.2399) loss_rec_sfr: 0.3007 (0.3332) loss_cl: -0.2786 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [22:41:32.940992] Epoch: [51] [ 480/2904] eta: 0:31:18 lr: 0.002399 loss: 0.2042 (0.2142) loss_rec_all: 0.2297 (0.2398) loss_rec_sfr: 0.2886 (0.3324) loss_cl: -0.2788 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [22:41:47.851782] Epoch: [51] [ 500/2904] eta: 0:30:59 lr: 0.002399 loss: 0.2037 (0.2139) loss_rec_all: 0.2295 (0.2394) loss_rec_sfr: 0.2912 (0.3309) loss_cl: -0.2784 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [22:42:02.769213] Epoch: [51] [ 520/2904] eta: 0:30:41 lr: 0.002399 loss: 0.2050 (0.2139) loss_rec_all: 0.2309 (0.2395) loss_rec_sfr: 0.3298 (0.3312) loss_cl: -0.2783 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [22:42:17.682218] Epoch: [51] [ 540/2904] eta: 0:30:24 lr: 0.002399 loss: 0.2041 (0.2140) loss_rec_all: 0.2300 (0.2396) loss_rec_sfr: 0.2993 (0.3314) loss_cl: -0.2791 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [22:42:32.600597] Epoch: [51] [ 560/2904] eta: 0:30:06 lr: 0.002399 loss: 0.2031 (0.2139) loss_rec_all: 0.2290 (0.2395) loss_rec_sfr: 0.2925 (0.3311) loss_cl: -0.2795 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [22:42:47.520667] Epoch: [51] [ 580/2904] eta: 0:29:49 lr: 0.002399 loss: 0.2078 (0.2141) loss_rec_all: 0.2333 (0.2396) loss_rec_sfr: 0.2971 (0.3314) loss_cl: -0.2781 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [22:43:02.439960] Epoch: [51] [ 600/2904] eta: 0:29:31 lr: 0.002399 loss: 0.2107 (0.2142) loss_rec_all: 0.2365 (0.2398) loss_rec_sfr: 0.2972 (0.3316) loss_cl: -0.2780 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [22:43:17.357319] Epoch: [51] [ 620/2904] eta: 0:29:14 lr: 0.002399 loss: 0.2000 (0.2141) loss_rec_all: 0.2254 (0.2397) loss_rec_sfr: 0.3189 (0.3315) loss_cl: -0.2795 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [22:43:32.276388] Epoch: [51] [ 640/2904] eta: 0:28:57 lr: 0.002399 loss: 0.2011 (0.2140) loss_rec_all: 0.2266 (0.2395) loss_rec_sfr: 0.3208 (0.3314) loss_cl: -0.2796 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [22:43:47.196851] Epoch: [51] [ 660/2904] eta: 0:28:41 lr: 0.002399 loss: 0.2026 (0.2139) loss_rec_all: 0.2284 (0.2394) loss_rec_sfr: 0.2862 (0.3309) loss_cl: -0.2786 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [22:44:02.115689] Epoch: [51] [ 680/2904] eta: 0:28:24 lr: 0.002399 loss: 0.2011 (0.2137) loss_rec_all: 0.2268 (0.2393) loss_rec_sfr: 0.3099 (0.3306) loss_cl: -0.2785 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [22:44:17.035774] Epoch: [51] [ 700/2904] eta: 0:28:07 lr: 0.002399 loss: 0.2118 (0.2139) loss_rec_all: 0.2372 (0.2395) loss_rec_sfr: 0.3155 (0.3309) loss_cl: -0.2790 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [22:44:31.957408] Epoch: [51] [ 720/2904] eta: 0:27:51 lr: 0.002399 loss: 0.2103 (0.2142) loss_rec_all: 0.2360 (0.2397) loss_rec_sfr: 0.2978 (0.3317) loss_cl: -0.2786 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [22:44:46.879942] Epoch: [51] [ 740/2904] eta: 0:27:34 lr: 0.002399 loss: 0.1984 (0.2140) loss_rec_all: 0.2244 (0.2396) loss_rec_sfr: 0.2946 (0.3316) loss_cl: -0.2791 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [22:45:01.806046] Epoch: [51] [ 760/2904] eta: 0:27:18 lr: 0.002399 loss: 0.2072 (0.2140) loss_rec_all: 0.2329 (0.2395) loss_rec_sfr: 0.2878 (0.3312) loss_cl: -0.2796 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [22:45:16.732791] Epoch: [51] [ 780/2904] eta: 0:27:02 lr: 0.002399 loss: 0.2031 (0.2140) loss_rec_all: 0.2286 (0.2395) loss_rec_sfr: 0.2937 (0.3310) loss_cl: -0.2781 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [22:45:31.660780] Epoch: [51] [ 800/2904] eta: 0:26:46 lr: 0.002399 loss: 0.2009 (0.2139) loss_rec_all: 0.2263 (0.2395) loss_rec_sfr: 0.2908 (0.3308) loss_cl: -0.2781 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [22:45:46.591197] Epoch: [51] [ 820/2904] eta: 0:26:29 lr: 0.002399 loss: 0.2085 (0.2141) loss_rec_all: 0.2343 (0.2397) loss_rec_sfr: 0.3010 (0.3313) loss_cl: -0.2785 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [22:46:01.518992] Epoch: [51] [ 840/2904] eta: 0:26:13 lr: 0.002399 loss: 0.2009 (0.2139) loss_rec_all: 0.2270 (0.2395) loss_rec_sfr: 0.2901 (0.3309) loss_cl: -0.2790 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [22:46:16.447437] Epoch: [51] [ 860/2904] eta: 0:25:57 lr: 0.002399 loss: 0.2063 (0.2141) loss_rec_all: 0.2317 (0.2396) loss_rec_sfr: 0.2959 (0.3311) loss_cl: -0.2790 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [22:46:31.381572] Epoch: [51] [ 880/2904] eta: 0:25:41 lr: 0.002399 loss: 0.2018 (0.2142) loss_rec_all: 0.2273 (0.2398) loss_rec_sfr: 0.3289 (0.3316) loss_cl: -0.2793 (-0.2787) time: 0.7467 data: 0.0002 max mem: 29860 [22:46:46.318744] Epoch: [51] [ 900/2904] eta: 0:25:25 lr: 0.002399 loss: 0.2064 (0.2143) loss_rec_all: 0.2325 (0.2398) loss_rec_sfr: 0.3260 (0.3319) loss_cl: -0.2789 (-0.2787) time: 0.7468 data: 0.0002 max mem: 29860 [22:47:01.248557] Epoch: [51] [ 920/2904] eta: 0:25:10 lr: 0.002399 loss: 0.2086 (0.2142) loss_rec_all: 0.2341 (0.2397) loss_rec_sfr: 0.3310 (0.3316) loss_cl: -0.2785 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [22:47:16.175929] Epoch: [51] [ 940/2904] eta: 0:24:54 lr: 0.002399 loss: 0.1994 (0.2140) loss_rec_all: 0.2252 (0.2395) loss_rec_sfr: 0.2846 (0.3307) loss_cl: -0.2786 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [22:47:31.097311] Epoch: [51] [ 960/2904] eta: 0:24:38 lr: 0.002399 loss: 0.2041 (0.2139) loss_rec_all: 0.2299 (0.2394) loss_rec_sfr: 0.3343 (0.3309) loss_cl: -0.2784 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [22:47:46.015575] Epoch: [51] [ 980/2904] eta: 0:24:22 lr: 0.002399 loss: 0.2070 (0.2141) loss_rec_all: 0.2325 (0.2396) loss_rec_sfr: 0.3424 (0.3317) loss_cl: -0.2780 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [22:48:00.935648] Epoch: [51] [1000/2904] eta: 0:24:06 lr: 0.002399 loss: 0.2081 (0.2143) loss_rec_all: 0.2336 (0.2399) loss_rec_sfr: 0.3386 (0.3324) loss_cl: -0.2780 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [22:48:15.857744] Epoch: [51] [1020/2904] eta: 0:23:51 lr: 0.002399 loss: 0.2061 (0.2143) loss_rec_all: 0.2320 (0.2398) loss_rec_sfr: 0.2940 (0.3320) loss_cl: -0.2796 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [22:48:30.777905] Epoch: [51] [1040/2904] eta: 0:23:35 lr: 0.002399 loss: 0.2033 (0.2143) loss_rec_all: 0.2294 (0.2399) loss_rec_sfr: 0.2860 (0.3319) loss_cl: -0.2796 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [22:48:45.707317] Epoch: [51] [1060/2904] eta: 0:23:19 lr: 0.002399 loss: 0.2066 (0.2144) loss_rec_all: 0.2319 (0.2399) loss_rec_sfr: 0.2940 (0.3320) loss_cl: -0.2786 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [22:49:00.630991] Epoch: [51] [1080/2904] eta: 0:23:04 lr: 0.002399 loss: 0.2020 (0.2143) loss_rec_all: 0.2279 (0.2398) loss_rec_sfr: 0.3083 (0.3318) loss_cl: -0.2789 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [22:49:15.558931] Epoch: [51] [1100/2904] eta: 0:22:48 lr: 0.002399 loss: 0.2043 (0.2144) loss_rec_all: 0.2301 (0.2400) loss_rec_sfr: 0.3263 (0.3324) loss_cl: -0.2790 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [22:49:30.483031] Epoch: [51] [1120/2904] eta: 0:22:33 lr: 0.002399 loss: 0.2002 (0.2143) loss_rec_all: 0.2260 (0.2399) loss_rec_sfr: 0.2927 (0.3320) loss_cl: -0.2780 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [22:49:45.403859] Epoch: [51] [1140/2904] eta: 0:22:17 lr: 0.002399 loss: 0.2044 (0.2142) loss_rec_all: 0.2299 (0.2398) loss_rec_sfr: 0.2915 (0.3316) loss_cl: -0.2781 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [22:50:00.325054] Epoch: [51] [1160/2904] eta: 0:22:01 lr: 0.002399 loss: 0.2036 (0.2143) loss_rec_all: 0.2296 (0.2399) loss_rec_sfr: 0.3321 (0.3319) loss_cl: -0.2791 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [22:50:15.243939] Epoch: [51] [1180/2904] eta: 0:21:46 lr: 0.002399 loss: 0.2018 (0.2143) loss_rec_all: 0.2271 (0.2398) loss_rec_sfr: 0.3034 (0.3319) loss_cl: -0.2784 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [22:50:30.160352] Epoch: [51] [1200/2904] eta: 0:21:30 lr: 0.002399 loss: 0.2063 (0.2143) loss_rec_all: 0.2323 (0.2398) loss_rec_sfr: 0.3165 (0.3320) loss_cl: -0.2793 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [22:50:45.081502] Epoch: [51] [1220/2904] eta: 0:21:15 lr: 0.002399 loss: 0.2061 (0.2144) loss_rec_all: 0.2318 (0.2399) loss_rec_sfr: 0.3280 (0.3323) loss_cl: -0.2787 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [22:50:59.999873] Epoch: [51] [1240/2904] eta: 0:21:00 lr: 0.002399 loss: 0.2037 (0.2144) loss_rec_all: 0.2291 (0.2399) loss_rec_sfr: 0.3003 (0.3323) loss_cl: -0.2789 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [22:51:14.914421] Epoch: [51] [1260/2904] eta: 0:20:44 lr: 0.002399 loss: 0.2039 (0.2144) loss_rec_all: 0.2298 (0.2399) loss_rec_sfr: 0.3292 (0.3323) loss_cl: -0.2788 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [22:51:29.832235] Epoch: [51] [1280/2904] eta: 0:20:29 lr: 0.002399 loss: 0.2070 (0.2144) loss_rec_all: 0.2329 (0.2400) loss_rec_sfr: 0.3015 (0.3323) loss_cl: -0.2788 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [22:51:44.749363] Epoch: [51] [1300/2904] eta: 0:20:13 lr: 0.002399 loss: 0.2081 (0.2146) loss_rec_all: 0.2332 (0.2401) loss_rec_sfr: 0.3343 (0.3329) loss_cl: -0.2779 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [22:51:59.668838] Epoch: [51] [1320/2904] eta: 0:19:58 lr: 0.002399 loss: 0.2012 (0.2146) loss_rec_all: 0.2268 (0.2401) loss_rec_sfr: 0.3247 (0.3330) loss_cl: -0.2783 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [22:52:14.606963] Epoch: [51] [1340/2904] eta: 0:19:43 lr: 0.002399 loss: 0.2012 (0.2145) loss_rec_all: 0.2266 (0.2401) loss_rec_sfr: 0.3050 (0.3330) loss_cl: -0.2781 (-0.2787) time: 0.7469 data: 0.0002 max mem: 29860 [22:52:29.546028] Epoch: [51] [1360/2904] eta: 0:19:27 lr: 0.002399 loss: 0.2135 (0.2148) loss_rec_all: 0.2390 (0.2403) loss_rec_sfr: 0.3302 (0.3336) loss_cl: -0.2790 (-0.2787) time: 0.7469 data: 0.0002 max mem: 29860 [22:52:44.611296] Epoch: [51] [1380/2904] eta: 0:19:12 lr: 0.002399 loss: 0.2016 (0.2147) loss_rec_all: 0.2272 (0.2402) loss_rec_sfr: 0.3031 (0.3334) loss_cl: -0.2801 (-0.2787) time: 0.7532 data: 0.0002 max mem: 29860 [22:52:59.540194] Epoch: [51] [1400/2904] eta: 0:18:57 lr: 0.002399 loss: 0.2083 (0.2147) loss_rec_all: 0.2343 (0.2402) loss_rec_sfr: 0.3067 (0.3334) loss_cl: -0.2788 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [22:53:14.478654] Epoch: [51] [1420/2904] eta: 0:18:41 lr: 0.002399 loss: 0.2046 (0.2147) loss_rec_all: 0.2299 (0.2402) loss_rec_sfr: 0.2995 (0.3336) loss_cl: -0.2793 (-0.2787) time: 0.7469 data: 0.0002 max mem: 29860 [22:53:29.404595] Epoch: [51] [1440/2904] eta: 0:18:26 lr: 0.002399 loss: 0.2040 (0.2147) loss_rec_all: 0.2297 (0.2402) loss_rec_sfr: 0.3379 (0.3336) loss_cl: -0.2781 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [22:53:44.328779] Epoch: [51] [1460/2904] eta: 0:18:11 lr: 0.002399 loss: 0.2047 (0.2148) loss_rec_all: 0.2302 (0.2403) loss_rec_sfr: 0.3348 (0.3341) loss_cl: -0.2783 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [22:53:59.249299] Epoch: [51] [1480/2904] eta: 0:17:55 lr: 0.002399 loss: 0.2022 (0.2147) loss_rec_all: 0.2282 (0.2403) loss_rec_sfr: 0.2884 (0.3338) loss_cl: -0.2789 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [22:54:14.169813] Epoch: [51] [1500/2904] eta: 0:17:40 lr: 0.002399 loss: 0.2104 (0.2149) loss_rec_all: 0.2357 (0.2404) loss_rec_sfr: 0.2996 (0.3340) loss_cl: -0.2788 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [22:54:29.086346] Epoch: [51] [1520/2904] eta: 0:17:25 lr: 0.002399 loss: 0.2166 (0.2151) loss_rec_all: 0.2423 (0.2406) loss_rec_sfr: 0.3094 (0.3345) loss_cl: -0.2781 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [22:54:44.001039] Epoch: [51] [1540/2904] eta: 0:17:10 lr: 0.002399 loss: 0.1999 (0.2151) loss_rec_all: 0.2259 (0.2406) loss_rec_sfr: 0.2810 (0.3343) loss_cl: -0.2789 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [22:54:58.925997] Epoch: [51] [1560/2904] eta: 0:16:54 lr: 0.002399 loss: 0.2030 (0.2150) loss_rec_all: 0.2285 (0.2406) loss_rec_sfr: 0.3042 (0.3343) loss_cl: -0.2781 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [22:55:13.848848] Epoch: [51] [1580/2904] eta: 0:16:39 lr: 0.002399 loss: 0.2004 (0.2149) loss_rec_all: 0.2261 (0.2405) loss_rec_sfr: 0.2986 (0.3339) loss_cl: -0.2784 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [22:55:28.774008] Epoch: [51] [1600/2904] eta: 0:16:24 lr: 0.002399 loss: 0.2051 (0.2151) loss_rec_all: 0.2312 (0.2406) loss_rec_sfr: 0.3028 (0.3342) loss_cl: -0.2789 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [22:55:43.694426] Epoch: [51] [1620/2904] eta: 0:16:09 lr: 0.002399 loss: 0.2057 (0.2151) loss_rec_all: 0.2316 (0.2406) loss_rec_sfr: 0.3008 (0.3342) loss_cl: -0.2789 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [22:55:58.610443] Epoch: [51] [1640/2904] eta: 0:15:53 lr: 0.002399 loss: 0.2055 (0.2151) loss_rec_all: 0.2310 (0.2406) loss_rec_sfr: 0.2935 (0.3341) loss_cl: -0.2788 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [22:56:13.527282] Epoch: [51] [1660/2904] eta: 0:15:38 lr: 0.002399 loss: 0.2036 (0.2152) loss_rec_all: 0.2298 (0.2407) loss_rec_sfr: 0.2810 (0.3342) loss_cl: -0.2785 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [22:56:28.454468] Epoch: [51] [1680/2904] eta: 0:15:23 lr: 0.002399 loss: 0.2072 (0.2152) loss_rec_all: 0.2332 (0.2407) loss_rec_sfr: 0.3255 (0.3342) loss_cl: -0.2780 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [22:56:43.379294] Epoch: [51] [1700/2904] eta: 0:15:08 lr: 0.002399 loss: 0.2045 (0.2152) loss_rec_all: 0.2306 (0.2407) loss_rec_sfr: 0.2984 (0.3343) loss_cl: -0.2783 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [22:56:58.304977] Epoch: [51] [1720/2904] eta: 0:14:53 lr: 0.002399 loss: 0.2053 (0.2153) loss_rec_all: 0.2310 (0.2408) loss_rec_sfr: 0.3370 (0.3346) loss_cl: -0.2787 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [22:57:13.224457] Epoch: [51] [1740/2904] eta: 0:14:37 lr: 0.002399 loss: 0.2104 (0.2154) loss_rec_all: 0.2360 (0.2409) loss_rec_sfr: 0.3387 (0.3351) loss_cl: -0.2791 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [22:57:28.142556] Epoch: [51] [1760/2904] eta: 0:14:22 lr: 0.002399 loss: 0.2033 (0.2154) loss_rec_all: 0.2287 (0.2410) loss_rec_sfr: 0.2962 (0.3351) loss_cl: -0.2790 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [22:57:43.061920] Epoch: [51] [1780/2904] eta: 0:14:07 lr: 0.002399 loss: 0.2039 (0.2155) loss_rec_all: 0.2294 (0.2410) loss_rec_sfr: 0.3213 (0.3352) loss_cl: -0.2780 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [22:57:57.983567] Epoch: [51] [1800/2904] eta: 0:13:52 lr: 0.002399 loss: 0.2089 (0.2156) loss_rec_all: 0.2346 (0.2411) loss_rec_sfr: 0.3256 (0.3356) loss_cl: -0.2790 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [22:58:12.904085] Epoch: [51] [1820/2904] eta: 0:13:37 lr: 0.002399 loss: 0.2039 (0.2156) loss_rec_all: 0.2292 (0.2411) loss_rec_sfr: 0.3236 (0.3357) loss_cl: -0.2787 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [22:58:27.851073] Epoch: [51] [1840/2904] eta: 0:13:21 lr: 0.002399 loss: 0.2079 (0.2156) loss_rec_all: 0.2338 (0.2412) loss_rec_sfr: 0.2934 (0.3358) loss_cl: -0.2791 (-0.2787) time: 0.7473 data: 0.0002 max mem: 29860 [22:58:42.795546] Epoch: [51] [1860/2904] eta: 0:13:06 lr: 0.002399 loss: 0.2054 (0.2156) loss_rec_all: 0.2312 (0.2412) loss_rec_sfr: 0.3237 (0.3359) loss_cl: -0.2784 (-0.2787) time: 0.7472 data: 0.0002 max mem: 29860 [22:58:57.722255] Epoch: [51] [1880/2904] eta: 0:12:51 lr: 0.002399 loss: 0.2060 (0.2157) loss_rec_all: 0.2318 (0.2412) loss_rec_sfr: 0.3262 (0.3360) loss_cl: -0.2785 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [22:59:12.654893] Epoch: [51] [1900/2904] eta: 0:12:36 lr: 0.002399 loss: 0.2033 (0.2156) loss_rec_all: 0.2287 (0.2411) loss_rec_sfr: 0.2934 (0.3358) loss_cl: -0.2788 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [22:59:27.574933] Epoch: [51] [1920/2904] eta: 0:12:21 lr: 0.002399 loss: 0.2072 (0.2156) loss_rec_all: 0.2325 (0.2412) loss_rec_sfr: 0.3049 (0.3359) loss_cl: -0.2797 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [22:59:42.495607] Epoch: [51] [1940/2904] eta: 0:12:06 lr: 0.002399 loss: 0.2053 (0.2157) loss_rec_all: 0.2314 (0.2412) loss_rec_sfr: 0.3264 (0.3360) loss_cl: -0.2788 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [22:59:57.413546] Epoch: [51] [1960/2904] eta: 0:11:51 lr: 0.002399 loss: 0.2028 (0.2156) loss_rec_all: 0.2283 (0.2411) loss_rec_sfr: 0.2968 (0.3358) loss_cl: -0.2783 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [23:00:12.334396] Epoch: [51] [1980/2904] eta: 0:11:35 lr: 0.002399 loss: 0.2043 (0.2155) loss_rec_all: 0.2301 (0.2411) loss_rec_sfr: 0.3178 (0.3357) loss_cl: -0.2785 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [23:00:27.260004] Epoch: [51] [2000/2904] eta: 0:11:20 lr: 0.002399 loss: 0.2005 (0.2155) loss_rec_all: 0.2260 (0.2410) loss_rec_sfr: 0.3019 (0.3357) loss_cl: -0.2791 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [23:00:42.183689] Epoch: [51] [2020/2904] eta: 0:11:05 lr: 0.002399 loss: 0.2034 (0.2155) loss_rec_all: 0.2293 (0.2410) loss_rec_sfr: 0.3161 (0.3357) loss_cl: -0.2789 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [23:00:57.111494] Epoch: [51] [2040/2904] eta: 0:10:50 lr: 0.002399 loss: 0.2068 (0.2156) loss_rec_all: 0.2323 (0.2411) loss_rec_sfr: 0.3399 (0.3361) loss_cl: -0.2786 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [23:01:12.041847] Epoch: [51] [2060/2904] eta: 0:10:35 lr: 0.002399 loss: 0.2074 (0.2155) loss_rec_all: 0.2332 (0.2410) loss_rec_sfr: 0.2925 (0.3359) loss_cl: -0.2783 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [23:01:26.974383] Epoch: [51] [2080/2904] eta: 0:10:20 lr: 0.002399 loss: 0.2006 (0.2154) loss_rec_all: 0.2268 (0.2409) loss_rec_sfr: 0.2854 (0.3355) loss_cl: -0.2786 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [23:01:41.914154] Epoch: [51] [2100/2904] eta: 0:10:05 lr: 0.002399 loss: 0.2032 (0.2153) loss_rec_all: 0.2289 (0.2408) loss_rec_sfr: 0.3128 (0.3354) loss_cl: -0.2796 (-0.2787) time: 0.7469 data: 0.0002 max mem: 29860 [23:01:56.846108] Epoch: [51] [2120/2904] eta: 0:09:50 lr: 0.002399 loss: 0.2087 (0.2153) loss_rec_all: 0.2343 (0.2409) loss_rec_sfr: 0.2956 (0.3354) loss_cl: -0.2793 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [23:02:11.772892] Epoch: [51] [2140/2904] eta: 0:09:35 lr: 0.002399 loss: 0.2020 (0.2153) loss_rec_all: 0.2277 (0.2408) loss_rec_sfr: 0.3034 (0.3352) loss_cl: -0.2789 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [23:02:26.692634] Epoch: [51] [2160/2904] eta: 0:09:19 lr: 0.002399 loss: 0.2081 (0.2153) loss_rec_all: 0.2340 (0.2408) loss_rec_sfr: 0.2973 (0.3351) loss_cl: -0.2792 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [23:02:41.603695] Epoch: [51] [2180/2904] eta: 0:09:04 lr: 0.002399 loss: 0.2035 (0.2153) loss_rec_all: 0.2292 (0.2408) loss_rec_sfr: 0.2983 (0.3351) loss_cl: -0.2796 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [23:02:56.520754] Epoch: [51] [2200/2904] eta: 0:08:49 lr: 0.002399 loss: 0.2085 (0.2154) loss_rec_all: 0.2340 (0.2409) loss_rec_sfr: 0.3414 (0.3354) loss_cl: -0.2778 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [23:03:11.440412] Epoch: [51] [2220/2904] eta: 0:08:34 lr: 0.002399 loss: 0.2113 (0.2155) loss_rec_all: 0.2371 (0.2410) loss_rec_sfr: 0.2942 (0.3355) loss_cl: -0.2782 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [23:03:26.358425] Epoch: [51] [2240/2904] eta: 0:08:19 lr: 0.002399 loss: 0.2079 (0.2155) loss_rec_all: 0.2332 (0.2410) loss_rec_sfr: 0.3256 (0.3357) loss_cl: -0.2793 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [23:03:41.271140] Epoch: [51] [2260/2904] eta: 0:08:04 lr: 0.002399 loss: 0.2091 (0.2155) loss_rec_all: 0.2348 (0.2410) loss_rec_sfr: 0.2979 (0.3356) loss_cl: -0.2789 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [23:03:56.187600] Epoch: [51] [2280/2904] eta: 0:07:49 lr: 0.002399 loss: 0.2021 (0.2155) loss_rec_all: 0.2279 (0.2410) loss_rec_sfr: 0.3075 (0.3356) loss_cl: -0.2787 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [23:04:11.109890] Epoch: [51] [2300/2904] eta: 0:07:34 lr: 0.002399 loss: 0.2106 (0.2155) loss_rec_all: 0.2364 (0.2411) loss_rec_sfr: 0.3049 (0.3357) loss_cl: -0.2782 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [23:04:26.031251] Epoch: [51] [2320/2904] eta: 0:07:19 lr: 0.002399 loss: 0.2135 (0.2156) loss_rec_all: 0.2393 (0.2411) loss_rec_sfr: 0.3010 (0.3358) loss_cl: -0.2789 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [23:04:40.953005] Epoch: [51] [2340/2904] eta: 0:07:04 lr: 0.002399 loss: 0.2061 (0.2156) loss_rec_all: 0.2316 (0.2411) loss_rec_sfr: 0.3275 (0.3358) loss_cl: -0.2799 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [23:04:55.872151] Epoch: [51] [2360/2904] eta: 0:06:49 lr: 0.002399 loss: 0.2034 (0.2156) loss_rec_all: 0.2296 (0.2411) loss_rec_sfr: 0.2954 (0.3356) loss_cl: -0.2793 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [23:05:10.793083] Epoch: [51] [2380/2904] eta: 0:06:34 lr: 0.002399 loss: 0.2023 (0.2155) loss_rec_all: 0.2278 (0.2410) loss_rec_sfr: 0.2936 (0.3354) loss_cl: -0.2778 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [23:05:25.712864] Epoch: [51] [2400/2904] eta: 0:06:18 lr: 0.002399 loss: 0.1994 (0.2154) loss_rec_all: 0.2254 (0.2409) loss_rec_sfr: 0.2846 (0.3351) loss_cl: -0.2789 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [23:05:40.629505] Epoch: [51] [2420/2904] eta: 0:06:03 lr: 0.002399 loss: 0.2053 (0.2154) loss_rec_all: 0.2305 (0.2409) loss_rec_sfr: 0.2952 (0.3351) loss_cl: -0.2790 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [23:05:55.548799] Epoch: [51] [2440/2904] eta: 0:05:48 lr: 0.002399 loss: 0.2047 (0.2154) loss_rec_all: 0.2304 (0.2409) loss_rec_sfr: 0.2893 (0.3350) loss_cl: -0.2787 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [23:06:10.466011] Epoch: [51] [2460/2904] eta: 0:05:33 lr: 0.002399 loss: 0.2049 (0.2154) loss_rec_all: 0.2307 (0.2409) loss_rec_sfr: 0.3311 (0.3350) loss_cl: -0.2788 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [23:06:25.388161] Epoch: [51] [2480/2904] eta: 0:05:18 lr: 0.002399 loss: 0.2023 (0.2153) loss_rec_all: 0.2280 (0.2409) loss_rec_sfr: 0.2855 (0.3347) loss_cl: -0.2793 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [23:06:40.305071] Epoch: [51] [2500/2904] eta: 0:05:03 lr: 0.002399 loss: 0.2053 (0.2154) loss_rec_all: 0.2308 (0.2409) loss_rec_sfr: 0.2936 (0.3348) loss_cl: -0.2786 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [23:06:55.223161] Epoch: [51] [2520/2904] eta: 0:04:48 lr: 0.002399 loss: 0.2033 (0.2153) loss_rec_all: 0.2289 (0.2408) loss_rec_sfr: 0.2886 (0.3346) loss_cl: -0.2794 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [23:07:10.141331] Epoch: [51] [2540/2904] eta: 0:04:33 lr: 0.002399 loss: 0.2032 (0.2153) loss_rec_all: 0.2288 (0.2408) loss_rec_sfr: 0.3267 (0.3347) loss_cl: -0.2786 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [23:07:25.059816] Epoch: [51] [2560/2904] eta: 0:04:18 lr: 0.002399 loss: 0.2045 (0.2153) loss_rec_all: 0.2299 (0.2408) loss_rec_sfr: 0.3014 (0.3347) loss_cl: -0.2784 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [23:07:39.976287] Epoch: [51] [2580/2904] eta: 0:04:03 lr: 0.002399 loss: 0.2025 (0.2152) loss_rec_all: 0.2281 (0.2407) loss_rec_sfr: 0.2888 (0.3345) loss_cl: -0.2789 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [23:07:54.891512] Epoch: [51] [2600/2904] eta: 0:03:48 lr: 0.002399 loss: 0.2049 (0.2152) loss_rec_all: 0.2308 (0.2407) loss_rec_sfr: 0.3054 (0.3345) loss_cl: -0.2794 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [23:08:09.805173] Epoch: [51] [2620/2904] eta: 0:03:33 lr: 0.002399 loss: 0.2062 (0.2152) loss_rec_all: 0.2318 (0.2407) loss_rec_sfr: 0.2960 (0.3345) loss_cl: -0.2786 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [23:08:24.720007] Epoch: [51] [2640/2904] eta: 0:03:18 lr: 0.002399 loss: 0.2035 (0.2152) loss_rec_all: 0.2287 (0.2407) loss_rec_sfr: 0.3221 (0.3345) loss_cl: -0.2779 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [23:08:39.637516] Epoch: [51] [2660/2904] eta: 0:03:03 lr: 0.002399 loss: 0.2084 (0.2152) loss_rec_all: 0.2343 (0.2408) loss_rec_sfr: 0.3172 (0.3348) loss_cl: -0.2784 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [23:08:54.551914] Epoch: [51] [2680/2904] eta: 0:02:48 lr: 0.002399 loss: 0.2014 (0.2152) loss_rec_all: 0.2269 (0.2407) loss_rec_sfr: 0.2920 (0.3346) loss_cl: -0.2786 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [23:09:09.471970] Epoch: [51] [2700/2904] eta: 0:02:33 lr: 0.002399 loss: 0.2059 (0.2152) loss_rec_all: 0.2317 (0.2407) loss_rec_sfr: 0.3046 (0.3346) loss_cl: -0.2788 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [23:09:24.386261] Epoch: [51] [2720/2904] eta: 0:02:18 lr: 0.002399 loss: 0.2021 (0.2151) loss_rec_all: 0.2277 (0.2407) loss_rec_sfr: 0.3005 (0.3344) loss_cl: -0.2794 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [23:09:39.303619] Epoch: [51] [2740/2904] eta: 0:02:03 lr: 0.002399 loss: 0.2025 (0.2151) loss_rec_all: 0.2284 (0.2406) loss_rec_sfr: 0.2900 (0.3343) loss_cl: -0.2780 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [23:09:54.223844] Epoch: [51] [2760/2904] eta: 0:01:48 lr: 0.002399 loss: 0.2070 (0.2151) loss_rec_all: 0.2324 (0.2406) loss_rec_sfr: 0.2949 (0.3341) loss_cl: -0.2793 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [23:10:09.140250] Epoch: [51] [2780/2904] eta: 0:01:33 lr: 0.002399 loss: 0.2069 (0.2151) loss_rec_all: 0.2324 (0.2406) loss_rec_sfr: 0.3172 (0.3342) loss_cl: -0.2799 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [23:10:24.058544] Epoch: [51] [2800/2904] eta: 0:01:18 lr: 0.002399 loss: 0.2016 (0.2151) loss_rec_all: 0.2270 (0.2406) loss_rec_sfr: 0.2806 (0.3340) loss_cl: -0.2792 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [23:10:38.979257] Epoch: [51] [2820/2904] eta: 0:01:03 lr: 0.002399 loss: 0.2046 (0.2151) loss_rec_all: 0.2300 (0.2406) loss_rec_sfr: 0.3143 (0.3340) loss_cl: -0.2777 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [23:10:53.931955] Epoch: [51] [2840/2904] eta: 0:00:48 lr: 0.002399 loss: 0.2064 (0.2151) loss_rec_all: 0.2318 (0.2406) loss_rec_sfr: 0.2997 (0.3341) loss_cl: -0.2780 (-0.2787) time: 0.7476 data: 0.0023 max mem: 29860 [23:11:08.834912] Epoch: [51] [2860/2904] eta: 0:00:33 lr: 0.002399 loss: 0.2026 (0.2150) loss_rec_all: 0.2285 (0.2406) loss_rec_sfr: 0.2984 (0.3339) loss_cl: -0.2787 (-0.2787) time: 0.7451 data: 0.0001 max mem: 29860 [23:11:23.734547] Epoch: [51] [2880/2904] eta: 0:00:18 lr: 0.002399 loss: 0.2032 (0.2150) loss_rec_all: 0.2289 (0.2406) loss_rec_sfr: 0.2968 (0.3339) loss_cl: -0.2794 (-0.2787) time: 0.7449 data: 0.0001 max mem: 29860 [23:11:38.637741] Epoch: [51] [2900/2904] eta: 0:00:03 lr: 0.002399 loss: 0.2007 (0.2149) loss_rec_all: 0.2269 (0.2405) loss_rec_sfr: 0.2934 (0.3337) loss_cl: -0.2792 (-0.2787) time: 0.7451 data: 0.0001 max mem: 29860 [23:11:40.880596] Epoch: [51] [2903/2904] eta: 0:00:00 lr: 0.002399 loss: 0.2022 (0.2149) loss_rec_all: 0.2276 (0.2405) loss_rec_sfr: 0.2925 (0.3337) loss_cl: -0.2791 (-0.2787) time: 0.7450 data: 0.0001 max mem: 29860 [23:11:42.999631] Epoch: [51] Total time: 0:36:22 (0.7516 s / it) [23:11:43.003751] Averaged stats: lr: 0.002399 loss: 0.2022 (0.2170) loss_rec_all: 0.2276 (0.2402) loss_rec_sfr: 0.2925 (0.3333) loss_cl: -0.2791 (-0.2554) [23:11:43.008471] log_dir: ./checkpoint/VF2_ViT-B [23:12:01.102220] Epoch: [52] [ 0/2904] eta: 14:35:37 lr: 0.002399 loss: 0.2187 (0.2187) loss_rec_all: 0.2446 (0.2446) loss_rec_sfr: 0.2970 (0.2970) loss_cl: -0.2803 (-0.2803) time: 18.0913 data: 15.1654 max mem: 29860 [23:12:17.613608] Epoch: [52] [ 20/2904] eta: 1:19:11 lr: 0.002399 loss: 0.2001 (0.2062) loss_rec_all: 0.2257 (0.2319) loss_rec_sfr: 0.3162 (0.3170) loss_cl: -0.2787 (-0.2789) time: 0.8255 data: 0.0229 max mem: 29860 [23:12:32.494136] Epoch: [52] [ 40/2904] eta: 0:57:36 lr: 0.002399 loss: 0.2049 (0.2119) loss_rec_all: 0.2306 (0.2375) loss_rec_sfr: 0.3278 (0.3326) loss_cl: -0.2786 (-0.2788) time: 0.7440 data: 0.0002 max mem: 29860 [23:12:47.379986] Epoch: [52] [ 60/2904] eta: 0:50:00 lr: 0.002399 loss: 0.2084 (0.2140) loss_rec_all: 0.2339 (0.2395) loss_rec_sfr: 0.3035 (0.3347) loss_cl: -0.2789 (-0.2788) time: 0.7443 data: 0.0002 max mem: 29860 [23:13:02.269310] Epoch: [52] [ 80/2904] eta: 0:46:03 lr: 0.002399 loss: 0.2019 (0.2119) loss_rec_all: 0.2278 (0.2375) loss_rec_sfr: 0.2789 (0.3272) loss_cl: -0.2789 (-0.2788) time: 0.7444 data: 0.0002 max mem: 29860 [23:13:17.173032] Epoch: [52] [ 100/2904] eta: 0:43:34 lr: 0.002399 loss: 0.2003 (0.2122) loss_rec_all: 0.2263 (0.2378) loss_rec_sfr: 0.2840 (0.3259) loss_cl: -0.2787 (-0.2787) time: 0.7451 data: 0.0002 max mem: 29860 [23:13:32.115422] Epoch: [52] [ 120/2904] eta: 0:41:50 lr: 0.002399 loss: 0.1983 (0.2112) loss_rec_all: 0.2238 (0.2368) loss_rec_sfr: 0.2890 (0.3238) loss_cl: -0.2790 (-0.2787) time: 0.7471 data: 0.0002 max mem: 29860 [23:13:47.033346] Epoch: [52] [ 140/2904] eta: 0:40:31 lr: 0.002399 loss: 0.2069 (0.2107) loss_rec_all: 0.2331 (0.2363) loss_rec_sfr: 0.2938 (0.3218) loss_cl: -0.2797 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [23:14:01.947749] Epoch: [52] [ 160/2904] eta: 0:39:27 lr: 0.002399 loss: 0.2073 (0.2116) loss_rec_all: 0.2333 (0.2373) loss_rec_sfr: 0.2901 (0.3234) loss_cl: -0.2798 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [23:14:16.865540] Epoch: [52] [ 180/2904] eta: 0:38:35 lr: 0.002399 loss: 0.2037 (0.2114) loss_rec_all: 0.2294 (0.2371) loss_rec_sfr: 0.2894 (0.3228) loss_cl: -0.2784 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [23:14:31.787997] Epoch: [52] [ 200/2904] eta: 0:37:50 lr: 0.002399 loss: 0.2066 (0.2115) loss_rec_all: 0.2322 (0.2371) loss_rec_sfr: 0.3251 (0.3243) loss_cl: -0.2788 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [23:14:46.709754] Epoch: [52] [ 220/2904] eta: 0:37:10 lr: 0.002399 loss: 0.2010 (0.2116) loss_rec_all: 0.2269 (0.2372) loss_rec_sfr: 0.3184 (0.3251) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [23:15:01.629757] Epoch: [52] [ 240/2904] eta: 0:36:35 lr: 0.002399 loss: 0.2026 (0.2121) loss_rec_all: 0.2286 (0.2377) loss_rec_sfr: 0.2984 (0.3266) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [23:15:16.547640] Epoch: [52] [ 260/2904] eta: 0:36:03 lr: 0.002399 loss: 0.2058 (0.2129) loss_rec_all: 0.2313 (0.2385) loss_rec_sfr: 0.2975 (0.3281) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [23:15:31.470594] Epoch: [52] [ 280/2904] eta: 0:35:33 lr: 0.002399 loss: 0.2038 (0.2129) loss_rec_all: 0.2293 (0.2385) loss_rec_sfr: 0.3131 (0.3282) loss_cl: -0.2794 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [23:15:46.392436] Epoch: [52] [ 300/2904] eta: 0:35:05 lr: 0.002398 loss: 0.2007 (0.2128) loss_rec_all: 0.2261 (0.2384) loss_rec_sfr: 0.2980 (0.3281) loss_cl: -0.2797 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [23:16:01.320170] Epoch: [52] [ 320/2904] eta: 0:34:39 lr: 0.002398 loss: 0.2037 (0.2130) loss_rec_all: 0.2294 (0.2385) loss_rec_sfr: 0.3247 (0.3290) loss_cl: -0.2780 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [23:16:16.237353] Epoch: [52] [ 340/2904] eta: 0:34:14 lr: 0.002398 loss: 0.2082 (0.2135) loss_rec_all: 0.2336 (0.2391) loss_rec_sfr: 0.3383 (0.3311) loss_cl: -0.2775 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [23:16:31.158655] Epoch: [52] [ 360/2904] eta: 0:33:50 lr: 0.002398 loss: 0.2056 (0.2133) loss_rec_all: 0.2316 (0.2389) loss_rec_sfr: 0.2854 (0.3291) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [23:16:46.098540] Epoch: [52] [ 380/2904] eta: 0:33:27 lr: 0.002398 loss: 0.2026 (0.2131) loss_rec_all: 0.2286 (0.2387) loss_rec_sfr: 0.2991 (0.3289) loss_cl: -0.2794 (-0.2788) time: 0.7470 data: 0.0002 max mem: 29860 [23:17:01.016705] Epoch: [52] [ 400/2904] eta: 0:33:05 lr: 0.002398 loss: 0.2019 (0.2129) loss_rec_all: 0.2279 (0.2385) loss_rec_sfr: 0.2969 (0.3284) loss_cl: -0.2795 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [23:17:16.082753] Epoch: [52] [ 420/2904] eta: 0:32:45 lr: 0.002398 loss: 0.2048 (0.2131) loss_rec_all: 0.2308 (0.2387) loss_rec_sfr: 0.3221 (0.3291) loss_cl: -0.2788 (-0.2788) time: 0.7533 data: 0.0002 max mem: 29860 [23:17:31.011006] Epoch: [52] [ 440/2904] eta: 0:32:24 lr: 0.002398 loss: 0.2101 (0.2138) loss_rec_all: 0.2359 (0.2394) loss_rec_sfr: 0.2965 (0.3306) loss_cl: -0.2784 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [23:17:45.937374] Epoch: [52] [ 460/2904] eta: 0:32:03 lr: 0.002398 loss: 0.2042 (0.2140) loss_rec_all: 0.2295 (0.2396) loss_rec_sfr: 0.3403 (0.3321) loss_cl: -0.2783 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [23:18:00.858125] Epoch: [52] [ 480/2904] eta: 0:31:44 lr: 0.002398 loss: 0.2027 (0.2139) loss_rec_all: 0.2280 (0.2394) loss_rec_sfr: 0.3048 (0.3316) loss_cl: -0.2779 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [23:18:15.783512] Epoch: [52] [ 500/2904] eta: 0:31:24 lr: 0.002398 loss: 0.2037 (0.2141) loss_rec_all: 0.2300 (0.2396) loss_rec_sfr: 0.2849 (0.3318) loss_cl: -0.2795 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [23:18:30.704593] Epoch: [52] [ 520/2904] eta: 0:31:05 lr: 0.002398 loss: 0.2040 (0.2141) loss_rec_all: 0.2299 (0.2396) loss_rec_sfr: 0.3242 (0.3321) loss_cl: -0.2798 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [23:18:45.624401] Epoch: [52] [ 540/2904] eta: 0:30:46 lr: 0.002398 loss: 0.2045 (0.2141) loss_rec_all: 0.2299 (0.2397) loss_rec_sfr: 0.2976 (0.3322) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [23:19:00.551625] Epoch: [52] [ 560/2904] eta: 0:30:28 lr: 0.002398 loss: 0.2013 (0.2138) loss_rec_all: 0.2272 (0.2394) loss_rec_sfr: 0.2906 (0.3313) loss_cl: -0.2783 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [23:19:15.473255] Epoch: [52] [ 580/2904] eta: 0:30:09 lr: 0.002398 loss: 0.2061 (0.2140) loss_rec_all: 0.2319 (0.2396) loss_rec_sfr: 0.2989 (0.3316) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [23:19:30.399328] Epoch: [52] [ 600/2904] eta: 0:29:51 lr: 0.002398 loss: 0.2043 (0.2139) loss_rec_all: 0.2307 (0.2395) loss_rec_sfr: 0.3142 (0.3313) loss_cl: -0.2795 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [23:19:45.329276] Epoch: [52] [ 620/2904] eta: 0:29:33 lr: 0.002398 loss: 0.2017 (0.2139) loss_rec_all: 0.2278 (0.2395) loss_rec_sfr: 0.2834 (0.3309) loss_cl: -0.2795 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [23:20:00.259180] Epoch: [52] [ 640/2904] eta: 0:29:16 lr: 0.002398 loss: 0.2031 (0.2138) loss_rec_all: 0.2285 (0.2394) loss_rec_sfr: 0.2929 (0.3307) loss_cl: -0.2785 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [23:20:15.176957] Epoch: [52] [ 660/2904] eta: 0:28:58 lr: 0.002398 loss: 0.2025 (0.2138) loss_rec_all: 0.2280 (0.2393) loss_rec_sfr: 0.3118 (0.3306) loss_cl: -0.2781 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [23:20:30.097639] Epoch: [52] [ 680/2904] eta: 0:28:41 lr: 0.002398 loss: 0.2087 (0.2140) loss_rec_all: 0.2340 (0.2395) loss_rec_sfr: 0.2955 (0.3308) loss_cl: -0.2787 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [23:20:45.013962] Epoch: [52] [ 700/2904] eta: 0:28:24 lr: 0.002398 loss: 0.2048 (0.2139) loss_rec_all: 0.2304 (0.2395) loss_rec_sfr: 0.3138 (0.3308) loss_cl: -0.2796 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [23:20:59.928213] Epoch: [52] [ 720/2904] eta: 0:28:06 lr: 0.002398 loss: 0.2021 (0.2137) loss_rec_all: 0.2276 (0.2393) loss_rec_sfr: 0.2948 (0.3302) loss_cl: -0.2798 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [23:21:14.845429] Epoch: [52] [ 740/2904] eta: 0:27:49 lr: 0.002398 loss: 0.2131 (0.2140) loss_rec_all: 0.2389 (0.2395) loss_rec_sfr: 0.3037 (0.3307) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [23:21:29.762915] Epoch: [52] [ 760/2904] eta: 0:27:32 lr: 0.002398 loss: 0.2062 (0.2142) loss_rec_all: 0.2321 (0.2398) loss_rec_sfr: 0.2989 (0.3311) loss_cl: -0.2781 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [23:21:44.682200] Epoch: [52] [ 780/2904] eta: 0:27:16 lr: 0.002398 loss: 0.2012 (0.2140) loss_rec_all: 0.2267 (0.2396) loss_rec_sfr: 0.2986 (0.3305) loss_cl: -0.2797 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [23:21:59.600040] Epoch: [52] [ 800/2904] eta: 0:26:59 lr: 0.002398 loss: 0.2073 (0.2142) loss_rec_all: 0.2334 (0.2398) loss_rec_sfr: 0.3174 (0.3311) loss_cl: -0.2795 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [23:22:14.519664] Epoch: [52] [ 820/2904] eta: 0:26:42 lr: 0.002398 loss: 0.1993 (0.2141) loss_rec_all: 0.2250 (0.2396) loss_rec_sfr: 0.3215 (0.3311) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [23:22:29.439637] Epoch: [52] [ 840/2904] eta: 0:26:26 lr: 0.002398 loss: 0.2043 (0.2141) loss_rec_all: 0.2296 (0.2396) loss_rec_sfr: 0.3049 (0.3310) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [23:22:44.353329] Epoch: [52] [ 860/2904] eta: 0:26:09 lr: 0.002398 loss: 0.2036 (0.2140) loss_rec_all: 0.2293 (0.2395) loss_rec_sfr: 0.3239 (0.3310) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [23:22:59.266341] Epoch: [52] [ 880/2904] eta: 0:25:53 lr: 0.002398 loss: 0.2043 (0.2141) loss_rec_all: 0.2301 (0.2397) loss_rec_sfr: 0.3356 (0.3316) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [23:23:14.185986] Epoch: [52] [ 900/2904] eta: 0:25:37 lr: 0.002398 loss: 0.2043 (0.2142) loss_rec_all: 0.2299 (0.2398) loss_rec_sfr: 0.3252 (0.3321) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [23:23:29.101627] Epoch: [52] [ 920/2904] eta: 0:25:20 lr: 0.002398 loss: 0.2035 (0.2144) loss_rec_all: 0.2296 (0.2399) loss_rec_sfr: 0.3094 (0.3324) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [23:23:44.014744] Epoch: [52] [ 940/2904] eta: 0:25:04 lr: 0.002398 loss: 0.2090 (0.2147) loss_rec_all: 0.2347 (0.2403) loss_rec_sfr: 0.3303 (0.3333) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [23:23:58.930817] Epoch: [52] [ 960/2904] eta: 0:24:48 lr: 0.002398 loss: 0.2031 (0.2147) loss_rec_all: 0.2294 (0.2403) loss_rec_sfr: 0.3269 (0.3335) loss_cl: -0.2783 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [23:24:13.841829] Epoch: [52] [ 980/2904] eta: 0:24:32 lr: 0.002398 loss: 0.2089 (0.2150) loss_rec_all: 0.2348 (0.2405) loss_rec_sfr: 0.3186 (0.3342) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [23:24:28.755825] Epoch: [52] [1000/2904] eta: 0:24:16 lr: 0.002398 loss: 0.2026 (0.2149) loss_rec_all: 0.2287 (0.2404) loss_rec_sfr: 0.3065 (0.3341) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [23:24:43.680714] Epoch: [52] [1020/2904] eta: 0:24:00 lr: 0.002398 loss: 0.2073 (0.2149) loss_rec_all: 0.2328 (0.2404) loss_rec_sfr: 0.2909 (0.3337) loss_cl: -0.2796 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [23:24:58.599502] Epoch: [52] [1040/2904] eta: 0:23:44 lr: 0.002398 loss: 0.2060 (0.2149) loss_rec_all: 0.2315 (0.2404) loss_rec_sfr: 0.3017 (0.3337) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [23:25:13.518942] Epoch: [52] [1060/2904] eta: 0:23:28 lr: 0.002398 loss: 0.1986 (0.2148) loss_rec_all: 0.2242 (0.2403) loss_rec_sfr: 0.2962 (0.3334) loss_cl: -0.2779 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [23:25:28.433928] Epoch: [52] [1080/2904] eta: 0:23:12 lr: 0.002398 loss: 0.2101 (0.2148) loss_rec_all: 0.2360 (0.2403) loss_rec_sfr: 0.3133 (0.3334) loss_cl: -0.2793 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [23:25:43.346953] Epoch: [52] [1100/2904] eta: 0:22:56 lr: 0.002398 loss: 0.2030 (0.2147) loss_rec_all: 0.2286 (0.2402) loss_rec_sfr: 0.3112 (0.3332) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [23:25:58.262142] Epoch: [52] [1120/2904] eta: 0:22:41 lr: 0.002398 loss: 0.2039 (0.2147) loss_rec_all: 0.2292 (0.2403) loss_rec_sfr: 0.3099 (0.3334) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [23:26:13.179640] Epoch: [52] [1140/2904] eta: 0:22:25 lr: 0.002398 loss: 0.2036 (0.2147) loss_rec_all: 0.2296 (0.2402) loss_rec_sfr: 0.2949 (0.3330) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [23:26:28.096619] Epoch: [52] [1160/2904] eta: 0:22:09 lr: 0.002398 loss: 0.2036 (0.2146) loss_rec_all: 0.2293 (0.2402) loss_rec_sfr: 0.3332 (0.3330) loss_cl: -0.2782 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [23:26:43.018733] Epoch: [52] [1180/2904] eta: 0:21:53 lr: 0.002398 loss: 0.2026 (0.2147) loss_rec_all: 0.2282 (0.2402) loss_rec_sfr: 0.3223 (0.3332) loss_cl: -0.2794 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [23:26:57.937433] Epoch: [52] [1200/2904] eta: 0:21:38 lr: 0.002398 loss: 0.2029 (0.2145) loss_rec_all: 0.2286 (0.2401) loss_rec_sfr: 0.2947 (0.3327) loss_cl: -0.2797 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [23:27:12.847403] Epoch: [52] [1220/2904] eta: 0:21:22 lr: 0.002398 loss: 0.2039 (0.2146) loss_rec_all: 0.2295 (0.2401) loss_rec_sfr: 0.3229 (0.3329) loss_cl: -0.2785 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [23:27:27.755597] Epoch: [52] [1240/2904] eta: 0:21:06 lr: 0.002398 loss: 0.2081 (0.2146) loss_rec_all: 0.2336 (0.2401) loss_rec_sfr: 0.2922 (0.3327) loss_cl: -0.2783 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [23:27:42.665596] Epoch: [52] [1260/2904] eta: 0:20:51 lr: 0.002398 loss: 0.2034 (0.2146) loss_rec_all: 0.2293 (0.2401) loss_rec_sfr: 0.2808 (0.3325) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [23:27:57.576631] Epoch: [52] [1280/2904] eta: 0:20:35 lr: 0.002398 loss: 0.2066 (0.2146) loss_rec_all: 0.2325 (0.2402) loss_rec_sfr: 0.2933 (0.3326) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [23:28:12.491477] Epoch: [52] [1300/2904] eta: 0:20:19 lr: 0.002398 loss: 0.2029 (0.2146) loss_rec_all: 0.2286 (0.2401) loss_rec_sfr: 0.2994 (0.3324) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [23:28:27.404078] Epoch: [52] [1320/2904] eta: 0:20:04 lr: 0.002398 loss: 0.2053 (0.2146) loss_rec_all: 0.2306 (0.2401) loss_rec_sfr: 0.2942 (0.3324) loss_cl: -0.2780 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [23:28:42.323005] Epoch: [52] [1340/2904] eta: 0:19:48 lr: 0.002398 loss: 0.2063 (0.2146) loss_rec_all: 0.2315 (0.2401) loss_rec_sfr: 0.3180 (0.3326) loss_cl: -0.2783 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [23:28:57.238912] Epoch: [52] [1360/2904] eta: 0:19:33 lr: 0.002398 loss: 0.2015 (0.2146) loss_rec_all: 0.2274 (0.2401) loss_rec_sfr: 0.3007 (0.3326) loss_cl: -0.2782 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [23:29:12.157304] Epoch: [52] [1380/2904] eta: 0:19:17 lr: 0.002398 loss: 0.2034 (0.2146) loss_rec_all: 0.2291 (0.2401) loss_rec_sfr: 0.2980 (0.3327) loss_cl: -0.2784 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [23:29:27.071863] Epoch: [52] [1400/2904] eta: 0:19:02 lr: 0.002398 loss: 0.2067 (0.2146) loss_rec_all: 0.2327 (0.2402) loss_rec_sfr: 0.2973 (0.3328) loss_cl: -0.2798 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [23:29:41.990252] Epoch: [52] [1420/2904] eta: 0:18:46 lr: 0.002398 loss: 0.2025 (0.2146) loss_rec_all: 0.2281 (0.2401) loss_rec_sfr: 0.2822 (0.3325) loss_cl: -0.2797 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [23:29:56.907275] Epoch: [52] [1440/2904] eta: 0:18:31 lr: 0.002398 loss: 0.2046 (0.2145) loss_rec_all: 0.2300 (0.2401) loss_rec_sfr: 0.3054 (0.3325) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [23:30:11.827053] Epoch: [52] [1460/2904] eta: 0:18:15 lr: 0.002398 loss: 0.2038 (0.2146) loss_rec_all: 0.2297 (0.2401) loss_rec_sfr: 0.3022 (0.3326) loss_cl: -0.2778 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [23:30:26.739739] Epoch: [52] [1480/2904] eta: 0:18:00 lr: 0.002398 loss: 0.2054 (0.2147) loss_rec_all: 0.2314 (0.2402) loss_rec_sfr: 0.3144 (0.3329) loss_cl: -0.2782 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [23:30:41.651134] Epoch: [52] [1500/2904] eta: 0:17:45 lr: 0.002398 loss: 0.1976 (0.2147) loss_rec_all: 0.2237 (0.2402) loss_rec_sfr: 0.2833 (0.3328) loss_cl: -0.2795 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [23:30:56.568499] Epoch: [52] [1520/2904] eta: 0:17:29 lr: 0.002398 loss: 0.2049 (0.2147) loss_rec_all: 0.2308 (0.2402) loss_rec_sfr: 0.2901 (0.3329) loss_cl: -0.2783 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [23:31:11.479526] Epoch: [52] [1540/2904] eta: 0:17:14 lr: 0.002398 loss: 0.2049 (0.2147) loss_rec_all: 0.2301 (0.2402) loss_rec_sfr: 0.3275 (0.3330) loss_cl: -0.2790 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [23:31:26.390708] Epoch: [52] [1560/2904] eta: 0:16:58 lr: 0.002398 loss: 0.2035 (0.2146) loss_rec_all: 0.2289 (0.2402) loss_rec_sfr: 0.3271 (0.3329) loss_cl: -0.2778 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [23:31:41.303234] Epoch: [52] [1580/2904] eta: 0:16:43 lr: 0.002398 loss: 0.2044 (0.2146) loss_rec_all: 0.2306 (0.2401) loss_rec_sfr: 0.3017 (0.3328) loss_cl: -0.2793 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [23:31:56.217237] Epoch: [52] [1600/2904] eta: 0:16:28 lr: 0.002398 loss: 0.2039 (0.2146) loss_rec_all: 0.2301 (0.2402) loss_rec_sfr: 0.3027 (0.3328) loss_cl: -0.2789 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [23:32:11.133884] Epoch: [52] [1620/2904] eta: 0:16:12 lr: 0.002398 loss: 0.2043 (0.2146) loss_rec_all: 0.2299 (0.2401) loss_rec_sfr: 0.3116 (0.3327) loss_cl: -0.2793 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [23:32:26.045004] Epoch: [52] [1640/2904] eta: 0:15:57 lr: 0.002398 loss: 0.2026 (0.2145) loss_rec_all: 0.2282 (0.2400) loss_rec_sfr: 0.3199 (0.3325) loss_cl: -0.2788 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [23:32:40.960780] Epoch: [52] [1660/2904] eta: 0:15:42 lr: 0.002398 loss: 0.2012 (0.2144) loss_rec_all: 0.2271 (0.2400) loss_rec_sfr: 0.2865 (0.3324) loss_cl: -0.2783 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [23:32:55.881525] Epoch: [52] [1680/2904] eta: 0:15:26 lr: 0.002398 loss: 0.2027 (0.2143) loss_rec_all: 0.2282 (0.2399) loss_rec_sfr: 0.2904 (0.3321) loss_cl: -0.2792 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [23:33:10.797516] Epoch: [52] [1700/2904] eta: 0:15:11 lr: 0.002398 loss: 0.2024 (0.2143) loss_rec_all: 0.2279 (0.2399) loss_rec_sfr: 0.3243 (0.3321) loss_cl: -0.2785 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [23:33:25.722719] Epoch: [52] [1720/2904] eta: 0:14:56 lr: 0.002398 loss: 0.2028 (0.2143) loss_rec_all: 0.2281 (0.2399) loss_rec_sfr: 0.3295 (0.3321) loss_cl: -0.2788 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [23:33:40.649237] Epoch: [52] [1740/2904] eta: 0:14:40 lr: 0.002398 loss: 0.2052 (0.2145) loss_rec_all: 0.2307 (0.2400) loss_rec_sfr: 0.3409 (0.3325) loss_cl: -0.2785 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [23:33:55.569270] Epoch: [52] [1760/2904] eta: 0:14:25 lr: 0.002398 loss: 0.2018 (0.2144) loss_rec_all: 0.2274 (0.2399) loss_rec_sfr: 0.3255 (0.3324) loss_cl: -0.2796 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [23:34:10.489761] Epoch: [52] [1780/2904] eta: 0:14:10 lr: 0.002398 loss: 0.2013 (0.2143) loss_rec_all: 0.2268 (0.2399) loss_rec_sfr: 0.2896 (0.3323) loss_cl: -0.2793 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [23:34:25.406361] Epoch: [52] [1800/2904] eta: 0:13:55 lr: 0.002398 loss: 0.1991 (0.2142) loss_rec_all: 0.2253 (0.2397) loss_rec_sfr: 0.2806 (0.3318) loss_cl: -0.2787 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [23:34:40.326394] Epoch: [52] [1820/2904] eta: 0:13:39 lr: 0.002398 loss: 0.2041 (0.2141) loss_rec_all: 0.2299 (0.2397) loss_rec_sfr: 0.2826 (0.3317) loss_cl: -0.2792 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [23:34:55.246130] Epoch: [52] [1840/2904] eta: 0:13:24 lr: 0.002398 loss: 0.2024 (0.2142) loss_rec_all: 0.2277 (0.2397) loss_rec_sfr: 0.2995 (0.3317) loss_cl: -0.2784 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [23:35:10.162725] Epoch: [52] [1860/2904] eta: 0:13:09 lr: 0.002398 loss: 0.2022 (0.2141) loss_rec_all: 0.2285 (0.2397) loss_rec_sfr: 0.2881 (0.3315) loss_cl: -0.2794 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [23:35:25.078646] Epoch: [52] [1880/2904] eta: 0:12:54 lr: 0.002398 loss: 0.2020 (0.2140) loss_rec_all: 0.2280 (0.2396) loss_rec_sfr: 0.2895 (0.3312) loss_cl: -0.2790 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [23:35:39.993106] Epoch: [52] [1900/2904] eta: 0:12:38 lr: 0.002398 loss: 0.2047 (0.2141) loss_rec_all: 0.2305 (0.2397) loss_rec_sfr: 0.2974 (0.3315) loss_cl: -0.2795 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [23:35:54.909164] Epoch: [52] [1920/2904] eta: 0:12:23 lr: 0.002398 loss: 0.2027 (0.2141) loss_rec_all: 0.2283 (0.2396) loss_rec_sfr: 0.3074 (0.3314) loss_cl: -0.2788 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [23:36:09.825844] Epoch: [52] [1940/2904] eta: 0:12:08 lr: 0.002398 loss: 0.2042 (0.2141) loss_rec_all: 0.2301 (0.2396) loss_rec_sfr: 0.3138 (0.3314) loss_cl: -0.2784 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [23:36:24.740424] Epoch: [52] [1960/2904] eta: 0:11:53 lr: 0.002398 loss: 0.2035 (0.2141) loss_rec_all: 0.2292 (0.2396) loss_rec_sfr: 0.3186 (0.3315) loss_cl: -0.2779 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [23:36:39.658958] Epoch: [52] [1980/2904] eta: 0:11:38 lr: 0.002398 loss: 0.2046 (0.2142) loss_rec_all: 0.2298 (0.2397) loss_rec_sfr: 0.3299 (0.3318) loss_cl: -0.2780 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [23:36:54.569124] Epoch: [52] [2000/2904] eta: 0:11:22 lr: 0.002398 loss: 0.2049 (0.2141) loss_rec_all: 0.2307 (0.2397) loss_rec_sfr: 0.2965 (0.3317) loss_cl: -0.2788 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [23:37:09.489791] Epoch: [52] [2020/2904] eta: 0:11:07 lr: 0.002398 loss: 0.2096 (0.2142) loss_rec_all: 0.2350 (0.2398) loss_rec_sfr: 0.3185 (0.3319) loss_cl: -0.2792 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [23:37:24.408507] Epoch: [52] [2040/2904] eta: 0:10:52 lr: 0.002398 loss: 0.2094 (0.2143) loss_rec_all: 0.2354 (0.2399) loss_rec_sfr: 0.3029 (0.3320) loss_cl: -0.2788 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [23:37:39.321534] Epoch: [52] [2060/2904] eta: 0:10:37 lr: 0.002398 loss: 0.2047 (0.2144) loss_rec_all: 0.2303 (0.2399) loss_rec_sfr: 0.3205 (0.3323) loss_cl: -0.2786 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [23:37:54.239096] Epoch: [52] [2080/2904] eta: 0:10:22 lr: 0.002398 loss: 0.2058 (0.2144) loss_rec_all: 0.2316 (0.2400) loss_rec_sfr: 0.2975 (0.3324) loss_cl: -0.2787 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [23:38:09.154165] Epoch: [52] [2100/2904] eta: 0:10:06 lr: 0.002398 loss: 0.2004 (0.2144) loss_rec_all: 0.2266 (0.2400) loss_rec_sfr: 0.2912 (0.3323) loss_cl: -0.2797 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [23:38:24.070957] Epoch: [52] [2120/2904] eta: 0:09:51 lr: 0.002398 loss: 0.2017 (0.2143) loss_rec_all: 0.2270 (0.2399) loss_rec_sfr: 0.2904 (0.3321) loss_cl: -0.2781 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [23:38:39.008137] Epoch: [52] [2140/2904] eta: 0:09:36 lr: 0.002398 loss: 0.2068 (0.2144) loss_rec_all: 0.2326 (0.2399) loss_rec_sfr: 0.2924 (0.3321) loss_cl: -0.2787 (-0.2787) time: 0.7468 data: 0.0002 max mem: 29860 [23:38:53.928777] Epoch: [52] [2160/2904] eta: 0:09:21 lr: 0.002398 loss: 0.2020 (0.2143) loss_rec_all: 0.2273 (0.2399) loss_rec_sfr: 0.3267 (0.3320) loss_cl: -0.2784 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [23:39:08.851633] Epoch: [52] [2180/2904] eta: 0:09:06 lr: 0.002398 loss: 0.2034 (0.2143) loss_rec_all: 0.2292 (0.2399) loss_rec_sfr: 0.2997 (0.3320) loss_cl: -0.2796 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [23:39:23.775877] Epoch: [52] [2200/2904] eta: 0:08:51 lr: 0.002398 loss: 0.2004 (0.2142) loss_rec_all: 0.2258 (0.2398) loss_rec_sfr: 0.2791 (0.3317) loss_cl: -0.2792 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [23:39:38.699332] Epoch: [52] [2220/2904] eta: 0:08:36 lr: 0.002398 loss: 0.1997 (0.2142) loss_rec_all: 0.2253 (0.2397) loss_rec_sfr: 0.2961 (0.3316) loss_cl: -0.2789 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [23:39:53.612445] Epoch: [52] [2240/2904] eta: 0:08:20 lr: 0.002398 loss: 0.2084 (0.2142) loss_rec_all: 0.2344 (0.2397) loss_rec_sfr: 0.3256 (0.3317) loss_cl: -0.2781 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [23:40:08.532997] Epoch: [52] [2260/2904] eta: 0:08:05 lr: 0.002398 loss: 0.1999 (0.2141) loss_rec_all: 0.2262 (0.2396) loss_rec_sfr: 0.2872 (0.3314) loss_cl: -0.2793 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [23:40:23.443713] Epoch: [52] [2280/2904] eta: 0:07:50 lr: 0.002398 loss: 0.2070 (0.2142) loss_rec_all: 0.2327 (0.2398) loss_rec_sfr: 0.3219 (0.3318) loss_cl: -0.2790 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [23:40:38.355651] Epoch: [52] [2300/2904] eta: 0:07:35 lr: 0.002398 loss: 0.2010 (0.2142) loss_rec_all: 0.2269 (0.2397) loss_rec_sfr: 0.3168 (0.3318) loss_cl: -0.2790 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [23:40:53.272224] Epoch: [52] [2320/2904] eta: 0:07:20 lr: 0.002398 loss: 0.2108 (0.2143) loss_rec_all: 0.2365 (0.2399) loss_rec_sfr: 0.3167 (0.3321) loss_cl: -0.2787 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [23:41:08.189120] Epoch: [52] [2340/2904] eta: 0:07:05 lr: 0.002398 loss: 0.2031 (0.2143) loss_rec_all: 0.2286 (0.2398) loss_rec_sfr: 0.3102 (0.3320) loss_cl: -0.2787 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [23:41:23.109565] Epoch: [52] [2360/2904] eta: 0:06:50 lr: 0.002398 loss: 0.2020 (0.2143) loss_rec_all: 0.2278 (0.2398) loss_rec_sfr: 0.3021 (0.3320) loss_cl: -0.2779 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [23:41:38.033489] Epoch: [52] [2380/2904] eta: 0:06:35 lr: 0.002398 loss: 0.2028 (0.2143) loss_rec_all: 0.2290 (0.2398) loss_rec_sfr: 0.2926 (0.3319) loss_cl: -0.2785 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [23:41:52.949453] Epoch: [52] [2400/2904] eta: 0:06:19 lr: 0.002398 loss: 0.2035 (0.2142) loss_rec_all: 0.2297 (0.2398) loss_rec_sfr: 0.2875 (0.3318) loss_cl: -0.2791 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [23:42:07.868740] Epoch: [52] [2420/2904] eta: 0:06:04 lr: 0.002398 loss: 0.2020 (0.2142) loss_rec_all: 0.2273 (0.2397) loss_rec_sfr: 0.3176 (0.3317) loss_cl: -0.2784 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [23:42:22.786017] Epoch: [52] [2440/2904] eta: 0:05:49 lr: 0.002398 loss: 0.2033 (0.2142) loss_rec_all: 0.2289 (0.2398) loss_rec_sfr: 0.3328 (0.3320) loss_cl: -0.2796 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [23:42:37.699883] Epoch: [52] [2460/2904] eta: 0:05:34 lr: 0.002398 loss: 0.2023 (0.2142) loss_rec_all: 0.2277 (0.2398) loss_rec_sfr: 0.2880 (0.3319) loss_cl: -0.2789 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [23:42:52.615127] Epoch: [52] [2480/2904] eta: 0:05:19 lr: 0.002398 loss: 0.2085 (0.2142) loss_rec_all: 0.2341 (0.2398) loss_rec_sfr: 0.3019 (0.3319) loss_cl: -0.2785 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [23:43:07.536551] Epoch: [52] [2500/2904] eta: 0:05:04 lr: 0.002398 loss: 0.2045 (0.2142) loss_rec_all: 0.2302 (0.2397) loss_rec_sfr: 0.2935 (0.3317) loss_cl: -0.2787 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [23:43:22.453890] Epoch: [52] [2520/2904] eta: 0:04:49 lr: 0.002398 loss: 0.2024 (0.2142) loss_rec_all: 0.2287 (0.2398) loss_rec_sfr: 0.3332 (0.3319) loss_cl: -0.2784 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [23:43:37.375795] Epoch: [52] [2540/2904] eta: 0:04:34 lr: 0.002398 loss: 0.2047 (0.2142) loss_rec_all: 0.2305 (0.2397) loss_rec_sfr: 0.2941 (0.3317) loss_cl: -0.2780 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [23:43:52.297315] Epoch: [52] [2560/2904] eta: 0:04:19 lr: 0.002398 loss: 0.2019 (0.2141) loss_rec_all: 0.2279 (0.2397) loss_rec_sfr: 0.2975 (0.3316) loss_cl: -0.2788 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [23:44:07.220145] Epoch: [52] [2580/2904] eta: 0:04:04 lr: 0.002398 loss: 0.2017 (0.2141) loss_rec_all: 0.2279 (0.2397) loss_rec_sfr: 0.2853 (0.3314) loss_cl: -0.2791 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [23:44:22.137210] Epoch: [52] [2600/2904] eta: 0:03:48 lr: 0.002398 loss: 0.2009 (0.2141) loss_rec_all: 0.2262 (0.2397) loss_rec_sfr: 0.3284 (0.3315) loss_cl: -0.2785 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [23:44:37.059301] Epoch: [52] [2620/2904] eta: 0:03:33 lr: 0.002398 loss: 0.2075 (0.2142) loss_rec_all: 0.2331 (0.2397) loss_rec_sfr: 0.3338 (0.3317) loss_cl: -0.2784 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [23:44:51.971748] Epoch: [52] [2640/2904] eta: 0:03:18 lr: 0.002398 loss: 0.2022 (0.2141) loss_rec_all: 0.2280 (0.2397) loss_rec_sfr: 0.2970 (0.3316) loss_cl: -0.2787 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [23:45:06.888360] Epoch: [52] [2660/2904] eta: 0:03:03 lr: 0.002398 loss: 0.2052 (0.2141) loss_rec_all: 0.2309 (0.2397) loss_rec_sfr: 0.3069 (0.3316) loss_cl: -0.2793 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [23:45:21.804479] Epoch: [52] [2680/2904] eta: 0:02:48 lr: 0.002398 loss: 0.2062 (0.2142) loss_rec_all: 0.2323 (0.2397) loss_rec_sfr: 0.3014 (0.3316) loss_cl: -0.2785 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [23:45:36.722259] Epoch: [52] [2700/2904] eta: 0:02:33 lr: 0.002398 loss: 0.2021 (0.2141) loss_rec_all: 0.2277 (0.2397) loss_rec_sfr: 0.2892 (0.3315) loss_cl: -0.2787 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [23:45:51.637843] Epoch: [52] [2720/2904] eta: 0:02:18 lr: 0.002398 loss: 0.2036 (0.2141) loss_rec_all: 0.2292 (0.2397) loss_rec_sfr: 0.2879 (0.3315) loss_cl: -0.2792 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [23:46:06.555524] Epoch: [52] [2740/2904] eta: 0:02:03 lr: 0.002398 loss: 0.2092 (0.2142) loss_rec_all: 0.2350 (0.2398) loss_rec_sfr: 0.3311 (0.3318) loss_cl: -0.2787 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [23:46:21.471191] Epoch: [52] [2760/2904] eta: 0:01:48 lr: 0.002398 loss: 0.2043 (0.2142) loss_rec_all: 0.2299 (0.2398) loss_rec_sfr: 0.2954 (0.3318) loss_cl: -0.2785 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [23:46:36.384205] Epoch: [52] [2780/2904] eta: 0:01:33 lr: 0.002398 loss: 0.2078 (0.2143) loss_rec_all: 0.2335 (0.2398) loss_rec_sfr: 0.2893 (0.3318) loss_cl: -0.2787 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [23:46:51.301561] Epoch: [52] [2800/2904] eta: 0:01:18 lr: 0.002398 loss: 0.2079 (0.2143) loss_rec_all: 0.2335 (0.2398) loss_rec_sfr: 0.3236 (0.3319) loss_cl: -0.2782 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [23:47:06.216803] Epoch: [52] [2820/2904] eta: 0:01:03 lr: 0.002398 loss: 0.2061 (0.2143) loss_rec_all: 0.2316 (0.2399) loss_rec_sfr: 0.2901 (0.3319) loss_cl: -0.2781 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [23:47:21.163238] Epoch: [52] [2840/2904] eta: 0:00:48 lr: 0.002398 loss: 0.2054 (0.2143) loss_rec_all: 0.2314 (0.2399) loss_rec_sfr: 0.2892 (0.3319) loss_cl: -0.2791 (-0.2787) time: 0.7473 data: 0.0023 max mem: 29860 [23:47:36.057725] Epoch: [52] [2860/2904] eta: 0:00:33 lr: 0.002398 loss: 0.2023 (0.2143) loss_rec_all: 0.2277 (0.2399) loss_rec_sfr: 0.3214 (0.3319) loss_cl: -0.2788 (-0.2787) time: 0.7447 data: 0.0001 max mem: 29860 [23:47:50.956718] Epoch: [52] [2880/2904] eta: 0:00:18 lr: 0.002398 loss: 0.2070 (0.2143) loss_rec_all: 0.2323 (0.2399) loss_rec_sfr: 0.2965 (0.3319) loss_cl: -0.2789 (-0.2787) time: 0.7449 data: 0.0001 max mem: 29860 [23:48:05.857116] Epoch: [52] [2900/2904] eta: 0:00:03 lr: 0.002398 loss: 0.1998 (0.2143) loss_rec_all: 0.2256 (0.2398) loss_rec_sfr: 0.2808 (0.3317) loss_cl: -0.2800 (-0.2787) time: 0.7450 data: 0.0001 max mem: 29860 [23:48:08.100604] Epoch: [52] [2903/2904] eta: 0:00:00 lr: 0.002398 loss: 0.1998 (0.2143) loss_rec_all: 0.2256 (0.2398) loss_rec_sfr: 0.2816 (0.3317) loss_cl: -0.2800 (-0.2787) time: 0.7451 data: 0.0001 max mem: 29860 [23:48:10.161984] Epoch: [52] Total time: 0:36:27 (0.7532 s / it) [23:48:10.170897] Averaged stats: lr: 0.002398 loss: 0.1998 (0.2162) loss_rec_all: 0.2256 (0.2395) loss_rec_sfr: 0.2816 (0.3312) loss_cl: -0.2800 (-0.2554) [23:48:10.175747] log_dir: ./checkpoint/VF2_ViT-B [23:48:27.164589] Epoch: [53] [ 0/2904] eta: 13:42:13 lr: 0.002398 loss: 0.1960 (0.1960) loss_rec_all: 0.2219 (0.2219) loss_rec_sfr: 0.2818 (0.2818) loss_cl: -0.2795 (-0.2795) time: 16.9882 data: 15.5023 max mem: 29860 [23:48:43.235705] Epoch: [53] [ 20/2904] eta: 1:15:40 lr: 0.002398 loss: 0.2004 (0.2061) loss_rec_all: 0.2260 (0.2318) loss_rec_sfr: 0.3066 (0.3147) loss_cl: -0.2785 (-0.2786) time: 0.8035 data: 0.0002 max mem: 29860 [23:48:58.113930] Epoch: [53] [ 40/2904] eta: 0:55:48 lr: 0.002398 loss: 0.2041 (0.2048) loss_rec_all: 0.2295 (0.2306) loss_rec_sfr: 0.2912 (0.3074) loss_cl: -0.2791 (-0.2788) time: 0.7439 data: 0.0002 max mem: 29860 [23:49:13.001289] Epoch: [53] [ 60/2904] eta: 0:48:48 lr: 0.002398 loss: 0.2028 (0.2078) loss_rec_all: 0.2284 (0.2335) loss_rec_sfr: 0.3017 (0.3144) loss_cl: -0.2788 (-0.2788) time: 0.7443 data: 0.0002 max mem: 29860 [23:49:27.893742] Epoch: [53] [ 80/2904] eta: 0:45:09 lr: 0.002398 loss: 0.2032 (0.2093) loss_rec_all: 0.2292 (0.2350) loss_rec_sfr: 0.2820 (0.3170) loss_cl: -0.2788 (-0.2787) time: 0.7446 data: 0.0002 max mem: 29860 [23:49:42.821061] Epoch: [53] [ 100/2904] eta: 0:42:51 lr: 0.002398 loss: 0.2041 (0.2105) loss_rec_all: 0.2301 (0.2362) loss_rec_sfr: 0.2939 (0.3200) loss_cl: -0.2782 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [23:49:57.735981] Epoch: [53] [ 120/2904] eta: 0:41:14 lr: 0.002398 loss: 0.1993 (0.2114) loss_rec_all: 0.2248 (0.2370) loss_rec_sfr: 0.3153 (0.3228) loss_cl: -0.2792 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [23:50:12.657603] Epoch: [53] [ 140/2904] eta: 0:40:00 lr: 0.002398 loss: 0.2025 (0.2115) loss_rec_all: 0.2281 (0.2371) loss_rec_sfr: 0.3257 (0.3247) loss_cl: -0.2792 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [23:50:27.578760] Epoch: [53] [ 160/2904] eta: 0:39:01 lr: 0.002398 loss: 0.2004 (0.2111) loss_rec_all: 0.2265 (0.2367) loss_rec_sfr: 0.2875 (0.3230) loss_cl: -0.2783 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [23:50:42.499998] Epoch: [53] [ 180/2904] eta: 0:38:12 lr: 0.002398 loss: 0.2011 (0.2110) loss_rec_all: 0.2269 (0.2366) loss_rec_sfr: 0.2872 (0.3229) loss_cl: -0.2785 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [23:50:57.421843] Epoch: [53] [ 200/2904] eta: 0:37:29 lr: 0.002398 loss: 0.2029 (0.2113) loss_rec_all: 0.2287 (0.2368) loss_rec_sfr: 0.3151 (0.3251) loss_cl: -0.2799 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [23:51:12.338447] Epoch: [53] [ 220/2904] eta: 0:36:52 lr: 0.002398 loss: 0.2109 (0.2120) loss_rec_all: 0.2366 (0.2376) loss_rec_sfr: 0.2952 (0.3262) loss_cl: -0.2793 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [23:51:27.257659] Epoch: [53] [ 240/2904] eta: 0:36:18 lr: 0.002398 loss: 0.2000 (0.2117) loss_rec_all: 0.2261 (0.2373) loss_rec_sfr: 0.3202 (0.3265) loss_cl: -0.2794 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [23:51:42.180476] Epoch: [53] [ 260/2904] eta: 0:35:47 lr: 0.002398 loss: 0.2048 (0.2120) loss_rec_all: 0.2306 (0.2376) loss_rec_sfr: 0.2938 (0.3269) loss_cl: -0.2782 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [23:51:57.096311] Epoch: [53] [ 280/2904] eta: 0:35:18 lr: 0.002398 loss: 0.2018 (0.2119) loss_rec_all: 0.2275 (0.2374) loss_rec_sfr: 0.2912 (0.3261) loss_cl: -0.2782 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [23:52:12.011496] Epoch: [53] [ 300/2904] eta: 0:34:52 lr: 0.002398 loss: 0.2024 (0.2121) loss_rec_all: 0.2284 (0.2377) loss_rec_sfr: 0.2875 (0.3263) loss_cl: -0.2786 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [23:52:26.930283] Epoch: [53] [ 320/2904] eta: 0:34:26 lr: 0.002398 loss: 0.2049 (0.2120) loss_rec_all: 0.2305 (0.2376) loss_rec_sfr: 0.3293 (0.3263) loss_cl: -0.2794 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [23:52:41.856464] Epoch: [53] [ 340/2904] eta: 0:34:02 lr: 0.002398 loss: 0.2041 (0.2117) loss_rec_all: 0.2295 (0.2373) loss_rec_sfr: 0.3389 (0.3266) loss_cl: -0.2790 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [23:52:56.798358] Epoch: [53] [ 360/2904] eta: 0:33:39 lr: 0.002398 loss: 0.2017 (0.2118) loss_rec_all: 0.2275 (0.2373) loss_rec_sfr: 0.3261 (0.3270) loss_cl: -0.2783 (-0.2787) time: 0.7471 data: 0.0002 max mem: 29860 [23:53:11.723154] Epoch: [53] [ 380/2904] eta: 0:33:17 lr: 0.002398 loss: 0.2020 (0.2123) loss_rec_all: 0.2282 (0.2379) loss_rec_sfr: 0.3407 (0.3291) loss_cl: -0.2788 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [23:53:26.651895] Epoch: [53] [ 400/2904] eta: 0:32:56 lr: 0.002398 loss: 0.2042 (0.2125) loss_rec_all: 0.2297 (0.2381) loss_rec_sfr: 0.2983 (0.3296) loss_cl: -0.2792 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [23:53:41.580906] Epoch: [53] [ 420/2904] eta: 0:32:35 lr: 0.002398 loss: 0.2111 (0.2127) loss_rec_all: 0.2372 (0.2383) loss_rec_sfr: 0.2930 (0.3290) loss_cl: -0.2792 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [23:53:56.508908] Epoch: [53] [ 440/2904] eta: 0:32:14 lr: 0.002398 loss: 0.2010 (0.2126) loss_rec_all: 0.2267 (0.2382) loss_rec_sfr: 0.2923 (0.3286) loss_cl: -0.2792 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [23:54:11.432420] Epoch: [53] [ 460/2904] eta: 0:31:55 lr: 0.002398 loss: 0.2050 (0.2126) loss_rec_all: 0.2308 (0.2381) loss_rec_sfr: 0.2974 (0.3284) loss_cl: -0.2785 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [23:54:26.357853] Epoch: [53] [ 480/2904] eta: 0:31:35 lr: 0.002398 loss: 0.2042 (0.2128) loss_rec_all: 0.2296 (0.2384) loss_rec_sfr: 0.3142 (0.3290) loss_cl: -0.2785 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [23:54:41.283642] Epoch: [53] [ 500/2904] eta: 0:31:16 lr: 0.002398 loss: 0.2027 (0.2125) loss_rec_all: 0.2283 (0.2380) loss_rec_sfr: 0.2890 (0.3274) loss_cl: -0.2784 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [23:54:56.209794] Epoch: [53] [ 520/2904] eta: 0:30:57 lr: 0.002398 loss: 0.1999 (0.2122) loss_rec_all: 0.2254 (0.2378) loss_rec_sfr: 0.2960 (0.3267) loss_cl: -0.2790 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [23:55:11.136296] Epoch: [53] [ 540/2904] eta: 0:30:39 lr: 0.002398 loss: 0.2020 (0.2118) loss_rec_all: 0.2279 (0.2374) loss_rec_sfr: 0.2907 (0.3256) loss_cl: -0.2790 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [23:55:26.065987] Epoch: [53] [ 560/2904] eta: 0:30:21 lr: 0.002398 loss: 0.2080 (0.2119) loss_rec_all: 0.2339 (0.2375) loss_rec_sfr: 0.2938 (0.3255) loss_cl: -0.2783 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [23:55:40.990605] Epoch: [53] [ 580/2904] eta: 0:30:03 lr: 0.002398 loss: 0.2053 (0.2118) loss_rec_all: 0.2308 (0.2374) loss_rec_sfr: 0.3007 (0.3253) loss_cl: -0.2794 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [23:55:55.923655] Epoch: [53] [ 600/2904] eta: 0:29:45 lr: 0.002398 loss: 0.2031 (0.2121) loss_rec_all: 0.2291 (0.2377) loss_rec_sfr: 0.3217 (0.3261) loss_cl: -0.2797 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [23:56:10.843837] Epoch: [53] [ 620/2904] eta: 0:29:27 lr: 0.002398 loss: 0.2027 (0.2122) loss_rec_all: 0.2288 (0.2378) loss_rec_sfr: 0.3063 (0.3265) loss_cl: -0.2792 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [23:56:25.770293] Epoch: [53] [ 640/2904] eta: 0:29:10 lr: 0.002398 loss: 0.2064 (0.2124) loss_rec_all: 0.2317 (0.2379) loss_rec_sfr: 0.2874 (0.3266) loss_cl: -0.2787 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [23:56:40.694457] Epoch: [53] [ 660/2904] eta: 0:28:53 lr: 0.002398 loss: 0.2049 (0.2124) loss_rec_all: 0.2305 (0.2380) loss_rec_sfr: 0.3206 (0.3269) loss_cl: -0.2781 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [23:56:55.617720] Epoch: [53] [ 680/2904] eta: 0:28:35 lr: 0.002398 loss: 0.2022 (0.2124) loss_rec_all: 0.2280 (0.2380) loss_rec_sfr: 0.3217 (0.3271) loss_cl: -0.2789 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [23:57:10.544359] Epoch: [53] [ 700/2904] eta: 0:28:18 lr: 0.002398 loss: 0.2004 (0.2125) loss_rec_all: 0.2260 (0.2381) loss_rec_sfr: 0.3232 (0.3275) loss_cl: -0.2788 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [23:57:25.471904] Epoch: [53] [ 720/2904] eta: 0:28:01 lr: 0.002398 loss: 0.1998 (0.2125) loss_rec_all: 0.2258 (0.2381) loss_rec_sfr: 0.2965 (0.3275) loss_cl: -0.2787 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [23:57:40.401678] Epoch: [53] [ 740/2904] eta: 0:27:45 lr: 0.002398 loss: 0.2065 (0.2126) loss_rec_all: 0.2320 (0.2382) loss_rec_sfr: 0.2899 (0.3273) loss_cl: -0.2781 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [23:57:55.323313] Epoch: [53] [ 760/2904] eta: 0:27:28 lr: 0.002398 loss: 0.2074 (0.2128) loss_rec_all: 0.2333 (0.2384) loss_rec_sfr: 0.3013 (0.3279) loss_cl: -0.2787 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [23:58:10.247729] Epoch: [53] [ 780/2904] eta: 0:27:11 lr: 0.002398 loss: 0.2052 (0.2130) loss_rec_all: 0.2305 (0.2386) loss_rec_sfr: 0.3347 (0.3287) loss_cl: -0.2795 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [23:58:25.174070] Epoch: [53] [ 800/2904] eta: 0:26:55 lr: 0.002398 loss: 0.2046 (0.2129) loss_rec_all: 0.2301 (0.2385) loss_rec_sfr: 0.3149 (0.3286) loss_cl: -0.2792 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [23:58:40.103345] Epoch: [53] [ 820/2904] eta: 0:26:38 lr: 0.002398 loss: 0.2021 (0.2128) loss_rec_all: 0.2279 (0.2384) loss_rec_sfr: 0.2871 (0.3282) loss_cl: -0.2790 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [23:58:55.030346] Epoch: [53] [ 840/2904] eta: 0:26:22 lr: 0.002398 loss: 0.2028 (0.2127) loss_rec_all: 0.2285 (0.2383) loss_rec_sfr: 0.2967 (0.3281) loss_cl: -0.2786 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [23:59:09.961909] Epoch: [53] [ 860/2904] eta: 0:26:06 lr: 0.002398 loss: 0.2055 (0.2126) loss_rec_all: 0.2314 (0.2382) loss_rec_sfr: 0.2930 (0.3278) loss_cl: -0.2786 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [23:59:24.882519] Epoch: [53] [ 880/2904] eta: 0:25:49 lr: 0.002398 loss: 0.2079 (0.2128) loss_rec_all: 0.2334 (0.2383) loss_rec_sfr: 0.3199 (0.3282) loss_cl: -0.2783 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [23:59:39.800002] Epoch: [53] [ 900/2904] eta: 0:25:33 lr: 0.002398 loss: 0.2055 (0.2129) loss_rec_all: 0.2313 (0.2385) loss_rec_sfr: 0.3156 (0.3286) loss_cl: -0.2785 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [23:59:54.731186] Epoch: [53] [ 920/2904] eta: 0:25:17 lr: 0.002398 loss: 0.2050 (0.2129) loss_rec_all: 0.2307 (0.2385) loss_rec_sfr: 0.3234 (0.3287) loss_cl: -0.2790 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [00:00:09.660429] Epoch: [53] [ 940/2904] eta: 0:25:01 lr: 0.002398 loss: 0.2054 (0.2129) loss_rec_all: 0.2309 (0.2385) loss_rec_sfr: 0.2967 (0.3287) loss_cl: -0.2785 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [00:00:24.587240] Epoch: [53] [ 960/2904] eta: 0:24:45 lr: 0.002398 loss: 0.2082 (0.2130) loss_rec_all: 0.2337 (0.2386) loss_rec_sfr: 0.3320 (0.3291) loss_cl: -0.2794 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [00:00:39.515646] Epoch: [53] [ 980/2904] eta: 0:24:29 lr: 0.002398 loss: 0.2080 (0.2132) loss_rec_all: 0.2334 (0.2388) loss_rec_sfr: 0.3372 (0.3298) loss_cl: -0.2785 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [00:00:54.443691] Epoch: [53] [1000/2904] eta: 0:24:13 lr: 0.002398 loss: 0.2016 (0.2132) loss_rec_all: 0.2279 (0.2388) loss_rec_sfr: 0.3266 (0.3299) loss_cl: -0.2795 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [00:01:09.373032] Epoch: [53] [1020/2904] eta: 0:23:57 lr: 0.002398 loss: 0.2036 (0.2133) loss_rec_all: 0.2296 (0.2389) loss_rec_sfr: 0.3174 (0.3304) loss_cl: -0.2789 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [00:01:24.296054] Epoch: [53] [1040/2904] eta: 0:23:41 lr: 0.002398 loss: 0.2010 (0.2133) loss_rec_all: 0.2265 (0.2389) loss_rec_sfr: 0.3155 (0.3302) loss_cl: -0.2785 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [00:01:39.209375] Epoch: [53] [1060/2904] eta: 0:23:26 lr: 0.002398 loss: 0.2017 (0.2132) loss_rec_all: 0.2275 (0.2388) loss_rec_sfr: 0.3138 (0.3301) loss_cl: -0.2781 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [00:01:54.131033] Epoch: [53] [1080/2904] eta: 0:23:10 lr: 0.002398 loss: 0.2061 (0.2133) loss_rec_all: 0.2320 (0.2389) loss_rec_sfr: 0.3159 (0.3304) loss_cl: -0.2794 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [00:02:09.053236] Epoch: [53] [1100/2904] eta: 0:22:54 lr: 0.002398 loss: 0.2020 (0.2132) loss_rec_all: 0.2275 (0.2387) loss_rec_sfr: 0.2932 (0.3299) loss_cl: -0.2795 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [00:02:23.973541] Epoch: [53] [1120/2904] eta: 0:22:38 lr: 0.002398 loss: 0.2032 (0.2131) loss_rec_all: 0.2287 (0.2387) loss_rec_sfr: 0.3244 (0.3298) loss_cl: -0.2791 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [00:02:38.895367] Epoch: [53] [1140/2904] eta: 0:22:22 lr: 0.002398 loss: 0.2020 (0.2131) loss_rec_all: 0.2277 (0.2386) loss_rec_sfr: 0.3309 (0.3299) loss_cl: -0.2786 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [00:02:53.820319] Epoch: [53] [1160/2904] eta: 0:22:07 lr: 0.002398 loss: 0.2079 (0.2133) loss_rec_all: 0.2337 (0.2388) loss_rec_sfr: 0.3303 (0.3305) loss_cl: -0.2785 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [00:03:08.739365] Epoch: [53] [1180/2904] eta: 0:21:51 lr: 0.002398 loss: 0.2011 (0.2132) loss_rec_all: 0.2272 (0.2388) loss_rec_sfr: 0.2804 (0.3300) loss_cl: -0.2786 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [00:03:23.661564] Epoch: [53] [1200/2904] eta: 0:21:36 lr: 0.002398 loss: 0.1980 (0.2130) loss_rec_all: 0.2234 (0.2386) loss_rec_sfr: 0.2891 (0.3294) loss_cl: -0.2781 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [00:03:38.580268] Epoch: [53] [1220/2904] eta: 0:21:20 lr: 0.002398 loss: 0.2023 (0.2131) loss_rec_all: 0.2283 (0.2386) loss_rec_sfr: 0.2939 (0.3294) loss_cl: -0.2781 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [00:03:53.506049] Epoch: [53] [1240/2904] eta: 0:21:04 lr: 0.002398 loss: 0.2055 (0.2132) loss_rec_all: 0.2311 (0.2387) loss_rec_sfr: 0.3232 (0.3298) loss_cl: -0.2793 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [00:04:08.431021] Epoch: [53] [1260/2904] eta: 0:20:49 lr: 0.002398 loss: 0.2048 (0.2132) loss_rec_all: 0.2304 (0.2388) loss_rec_sfr: 0.3303 (0.3301) loss_cl: -0.2791 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [00:04:23.353992] Epoch: [53] [1280/2904] eta: 0:20:33 lr: 0.002398 loss: 0.2036 (0.2134) loss_rec_all: 0.2296 (0.2389) loss_rec_sfr: 0.2918 (0.3303) loss_cl: -0.2794 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [00:04:38.270725] Epoch: [53] [1300/2904] eta: 0:20:18 lr: 0.002398 loss: 0.2079 (0.2134) loss_rec_all: 0.2338 (0.2389) loss_rec_sfr: 0.2926 (0.3302) loss_cl: -0.2788 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [00:04:53.195612] Epoch: [53] [1320/2904] eta: 0:20:02 lr: 0.002398 loss: 0.2052 (0.2133) loss_rec_all: 0.2311 (0.2389) loss_rec_sfr: 0.2987 (0.3299) loss_cl: -0.2786 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [00:05:08.118163] Epoch: [53] [1340/2904] eta: 0:19:47 lr: 0.002398 loss: 0.2098 (0.2135) loss_rec_all: 0.2354 (0.2391) loss_rec_sfr: 0.3178 (0.3304) loss_cl: -0.2785 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [00:05:23.034619] Epoch: [53] [1360/2904] eta: 0:19:31 lr: 0.002398 loss: 0.2043 (0.2136) loss_rec_all: 0.2299 (0.2392) loss_rec_sfr: 0.3199 (0.3306) loss_cl: -0.2795 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [00:05:37.955475] Epoch: [53] [1380/2904] eta: 0:19:16 lr: 0.002398 loss: 0.2041 (0.2135) loss_rec_all: 0.2301 (0.2391) loss_rec_sfr: 0.2903 (0.3304) loss_cl: -0.2794 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [00:05:52.876432] Epoch: [53] [1400/2904] eta: 0:19:00 lr: 0.002398 loss: 0.2064 (0.2135) loss_rec_all: 0.2319 (0.2391) loss_rec_sfr: 0.3035 (0.3303) loss_cl: -0.2792 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [00:06:07.797122] Epoch: [53] [1420/2904] eta: 0:18:45 lr: 0.002398 loss: 0.2077 (0.2136) loss_rec_all: 0.2332 (0.2392) loss_rec_sfr: 0.3219 (0.3307) loss_cl: -0.2780 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [00:06:22.716619] Epoch: [53] [1440/2904] eta: 0:18:29 lr: 0.002398 loss: 0.2033 (0.2136) loss_rec_all: 0.2293 (0.2392) loss_rec_sfr: 0.3217 (0.3309) loss_cl: -0.2778 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [00:06:37.638371] Epoch: [53] [1460/2904] eta: 0:18:14 lr: 0.002398 loss: 0.2017 (0.2136) loss_rec_all: 0.2276 (0.2392) loss_rec_sfr: 0.3058 (0.3307) loss_cl: -0.2782 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [00:06:52.557027] Epoch: [53] [1480/2904] eta: 0:17:59 lr: 0.002398 loss: 0.2034 (0.2136) loss_rec_all: 0.2294 (0.2392) loss_rec_sfr: 0.2902 (0.3307) loss_cl: -0.2792 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [00:07:07.477615] Epoch: [53] [1500/2904] eta: 0:17:43 lr: 0.002398 loss: 0.2014 (0.2135) loss_rec_all: 0.2271 (0.2390) loss_rec_sfr: 0.2913 (0.3303) loss_cl: -0.2789 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [00:07:22.404484] Epoch: [53] [1520/2904] eta: 0:17:28 lr: 0.002398 loss: 0.1985 (0.2134) loss_rec_all: 0.2244 (0.2390) loss_rec_sfr: 0.3254 (0.3303) loss_cl: -0.2785 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [00:07:37.330718] Epoch: [53] [1540/2904] eta: 0:17:13 lr: 0.002398 loss: 0.1976 (0.2133) loss_rec_all: 0.2237 (0.2388) loss_rec_sfr: 0.2880 (0.3300) loss_cl: -0.2789 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [00:07:52.257752] Epoch: [53] [1560/2904] eta: 0:16:57 lr: 0.002398 loss: 0.2062 (0.2134) loss_rec_all: 0.2323 (0.2390) loss_rec_sfr: 0.2949 (0.3304) loss_cl: -0.2784 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [00:08:07.184089] Epoch: [53] [1580/2904] eta: 0:16:42 lr: 0.002398 loss: 0.1994 (0.2134) loss_rec_all: 0.2250 (0.2389) loss_rec_sfr: 0.3267 (0.3303) loss_cl: -0.2795 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [00:08:22.109159] Epoch: [53] [1600/2904] eta: 0:16:27 lr: 0.002398 loss: 0.1994 (0.2133) loss_rec_all: 0.2254 (0.2389) loss_rec_sfr: 0.2905 (0.3302) loss_cl: -0.2790 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [00:08:37.031080] Epoch: [53] [1620/2904] eta: 0:16:11 lr: 0.002398 loss: 0.2019 (0.2133) loss_rec_all: 0.2275 (0.2389) loss_rec_sfr: 0.3217 (0.3303) loss_cl: -0.2788 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [00:08:51.953101] Epoch: [53] [1640/2904] eta: 0:15:56 lr: 0.002398 loss: 0.1998 (0.2133) loss_rec_all: 0.2260 (0.2389) loss_rec_sfr: 0.2808 (0.3301) loss_cl: -0.2790 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [00:09:06.874937] Epoch: [53] [1660/2904] eta: 0:15:41 lr: 0.002398 loss: 0.2017 (0.2133) loss_rec_all: 0.2272 (0.2389) loss_rec_sfr: 0.2976 (0.3300) loss_cl: -0.2788 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [00:09:21.797324] Epoch: [53] [1680/2904] eta: 0:15:25 lr: 0.002398 loss: 0.2103 (0.2134) loss_rec_all: 0.2356 (0.2390) loss_rec_sfr: 0.3374 (0.3305) loss_cl: -0.2784 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [00:09:36.724767] Epoch: [53] [1700/2904] eta: 0:15:10 lr: 0.002398 loss: 0.2006 (0.2134) loss_rec_all: 0.2266 (0.2390) loss_rec_sfr: 0.2910 (0.3304) loss_cl: -0.2796 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [00:09:51.659148] Epoch: [53] [1720/2904] eta: 0:14:55 lr: 0.002398 loss: 0.2040 (0.2134) loss_rec_all: 0.2295 (0.2389) loss_rec_sfr: 0.2864 (0.3302) loss_cl: -0.2792 (-0.2787) time: 0.7467 data: 0.0002 max mem: 29860 [00:10:06.582233] Epoch: [53] [1740/2904] eta: 0:14:40 lr: 0.002398 loss: 0.2053 (0.2135) loss_rec_all: 0.2312 (0.2390) loss_rec_sfr: 0.3110 (0.3305) loss_cl: -0.2778 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [00:10:21.503212] Epoch: [53] [1760/2904] eta: 0:14:24 lr: 0.002398 loss: 0.2070 (0.2135) loss_rec_all: 0.2325 (0.2391) loss_rec_sfr: 0.2945 (0.3304) loss_cl: -0.2781 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [00:10:36.426707] Epoch: [53] [1780/2904] eta: 0:14:09 lr: 0.002398 loss: 0.2007 (0.2135) loss_rec_all: 0.2264 (0.2390) loss_rec_sfr: 0.2781 (0.3302) loss_cl: -0.2799 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [00:10:51.349634] Epoch: [53] [1800/2904] eta: 0:13:54 lr: 0.002398 loss: 0.1963 (0.2135) loss_rec_all: 0.2223 (0.2390) loss_rec_sfr: 0.3195 (0.3302) loss_cl: -0.2795 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [00:11:06.277039] Epoch: [53] [1820/2904] eta: 0:13:39 lr: 0.002398 loss: 0.2017 (0.2134) loss_rec_all: 0.2279 (0.2390) loss_rec_sfr: 0.2967 (0.3301) loss_cl: -0.2776 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [00:11:21.197290] Epoch: [53] [1840/2904] eta: 0:13:23 lr: 0.002398 loss: 0.2000 (0.2134) loss_rec_all: 0.2260 (0.2389) loss_rec_sfr: 0.2954 (0.3300) loss_cl: -0.2774 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [00:11:36.119181] Epoch: [53] [1860/2904] eta: 0:13:08 lr: 0.002398 loss: 0.2191 (0.2136) loss_rec_all: 0.2448 (0.2391) loss_rec_sfr: 0.3498 (0.3306) loss_cl: -0.2780 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [00:11:51.044796] Epoch: [53] [1880/2904] eta: 0:12:53 lr: 0.002398 loss: 0.1981 (0.2135) loss_rec_all: 0.2239 (0.2390) loss_rec_sfr: 0.3136 (0.3304) loss_cl: -0.2792 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [00:12:05.972769] Epoch: [53] [1900/2904] eta: 0:12:38 lr: 0.002398 loss: 0.2036 (0.2134) loss_rec_all: 0.2295 (0.2389) loss_rec_sfr: 0.2937 (0.3301) loss_cl: -0.2802 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [00:12:20.896797] Epoch: [53] [1920/2904] eta: 0:12:23 lr: 0.002398 loss: 0.2099 (0.2135) loss_rec_all: 0.2357 (0.2390) loss_rec_sfr: 0.2938 (0.3304) loss_cl: -0.2787 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [00:12:35.816858] Epoch: [53] [1940/2904] eta: 0:12:07 lr: 0.002398 loss: 0.2023 (0.2135) loss_rec_all: 0.2278 (0.2391) loss_rec_sfr: 0.3170 (0.3305) loss_cl: -0.2782 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [00:12:50.747492] Epoch: [53] [1960/2904] eta: 0:11:52 lr: 0.002398 loss: 0.2031 (0.2135) loss_rec_all: 0.2287 (0.2390) loss_rec_sfr: 0.2910 (0.3304) loss_cl: -0.2787 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [00:13:05.668378] Epoch: [53] [1980/2904] eta: 0:11:37 lr: 0.002398 loss: 0.2025 (0.2134) loss_rec_all: 0.2281 (0.2390) loss_rec_sfr: 0.2806 (0.3301) loss_cl: -0.2788 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [00:13:20.590992] Epoch: [53] [2000/2904] eta: 0:11:22 lr: 0.002398 loss: 0.2027 (0.2134) loss_rec_all: 0.2286 (0.2389) loss_rec_sfr: 0.2976 (0.3299) loss_cl: -0.2785 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [00:13:35.516168] Epoch: [53] [2020/2904] eta: 0:11:07 lr: 0.002398 loss: 0.2031 (0.2134) loss_rec_all: 0.2287 (0.2390) loss_rec_sfr: 0.2918 (0.3300) loss_cl: -0.2788 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [00:13:50.441217] Epoch: [53] [2040/2904] eta: 0:10:51 lr: 0.002398 loss: 0.2030 (0.2135) loss_rec_all: 0.2287 (0.2390) loss_rec_sfr: 0.3229 (0.3302) loss_cl: -0.2792 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [00:14:05.369005] Epoch: [53] [2060/2904] eta: 0:10:36 lr: 0.002398 loss: 0.2003 (0.2134) loss_rec_all: 0.2257 (0.2390) loss_rec_sfr: 0.3116 (0.3302) loss_cl: -0.2793 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [00:14:20.294308] Epoch: [53] [2080/2904] eta: 0:10:21 lr: 0.002398 loss: 0.2012 (0.2134) loss_rec_all: 0.2274 (0.2390) loss_rec_sfr: 0.3196 (0.3301) loss_cl: -0.2788 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [00:14:35.214207] Epoch: [53] [2100/2904] eta: 0:10:06 lr: 0.002398 loss: 0.2012 (0.2134) loss_rec_all: 0.2266 (0.2389) loss_rec_sfr: 0.3218 (0.3301) loss_cl: -0.2777 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [00:14:50.135433] Epoch: [53] [2120/2904] eta: 0:09:51 lr: 0.002398 loss: 0.2046 (0.2134) loss_rec_all: 0.2301 (0.2390) loss_rec_sfr: 0.3392 (0.3305) loss_cl: -0.2783 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [00:15:05.056390] Epoch: [53] [2140/2904] eta: 0:09:36 lr: 0.002398 loss: 0.2006 (0.2135) loss_rec_all: 0.2267 (0.2390) loss_rec_sfr: 0.3004 (0.3305) loss_cl: -0.2787 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [00:15:19.974670] Epoch: [53] [2160/2904] eta: 0:09:21 lr: 0.002398 loss: 0.2022 (0.2134) loss_rec_all: 0.2280 (0.2390) loss_rec_sfr: 0.3027 (0.3304) loss_cl: -0.2788 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [00:15:34.894760] Epoch: [53] [2180/2904] eta: 0:09:05 lr: 0.002398 loss: 0.1996 (0.2134) loss_rec_all: 0.2255 (0.2390) loss_rec_sfr: 0.2832 (0.3302) loss_cl: -0.2786 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [00:15:49.821132] Epoch: [53] [2200/2904] eta: 0:08:50 lr: 0.002398 loss: 0.2046 (0.2134) loss_rec_all: 0.2299 (0.2389) loss_rec_sfr: 0.3292 (0.3303) loss_cl: -0.2793 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [00:16:04.752110] Epoch: [53] [2220/2904] eta: 0:08:35 lr: 0.002398 loss: 0.2032 (0.2133) loss_rec_all: 0.2288 (0.2389) loss_rec_sfr: 0.3058 (0.3302) loss_cl: -0.2792 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [00:16:19.678566] Epoch: [53] [2240/2904] eta: 0:08:20 lr: 0.002398 loss: 0.2081 (0.2134) loss_rec_all: 0.2337 (0.2389) loss_rec_sfr: 0.3340 (0.3304) loss_cl: -0.2784 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [00:16:34.600078] Epoch: [53] [2260/2904] eta: 0:08:05 lr: 0.002398 loss: 0.2017 (0.2133) loss_rec_all: 0.2275 (0.2389) loss_rec_sfr: 0.2821 (0.3301) loss_cl: -0.2782 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [00:16:49.521961] Epoch: [53] [2280/2904] eta: 0:07:50 lr: 0.002398 loss: 0.2027 (0.2132) loss_rec_all: 0.2283 (0.2388) loss_rec_sfr: 0.3174 (0.3300) loss_cl: -0.2788 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [00:17:04.446045] Epoch: [53] [2300/2904] eta: 0:07:35 lr: 0.002398 loss: 0.2033 (0.2133) loss_rec_all: 0.2291 (0.2388) loss_rec_sfr: 0.3095 (0.3301) loss_cl: -0.2791 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [00:17:19.367707] Epoch: [53] [2320/2904] eta: 0:07:20 lr: 0.002398 loss: 0.2028 (0.2133) loss_rec_all: 0.2285 (0.2389) loss_rec_sfr: 0.3194 (0.3303) loss_cl: -0.2786 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [00:17:34.290924] Epoch: [53] [2340/2904] eta: 0:07:04 lr: 0.002398 loss: 0.2044 (0.2133) loss_rec_all: 0.2305 (0.2389) loss_rec_sfr: 0.2953 (0.3301) loss_cl: -0.2785 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [00:17:49.208570] Epoch: [53] [2360/2904] eta: 0:06:49 lr: 0.002398 loss: 0.2057 (0.2134) loss_rec_all: 0.2318 (0.2389) loss_rec_sfr: 0.3277 (0.3304) loss_cl: -0.2773 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [00:18:04.122214] Epoch: [53] [2380/2904] eta: 0:06:34 lr: 0.002398 loss: 0.1983 (0.2134) loss_rec_all: 0.2242 (0.2389) loss_rec_sfr: 0.2871 (0.3303) loss_cl: -0.2785 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [00:18:19.040427] Epoch: [53] [2400/2904] eta: 0:06:19 lr: 0.002398 loss: 0.2017 (0.2133) loss_rec_all: 0.2279 (0.2389) loss_rec_sfr: 0.2898 (0.3301) loss_cl: -0.2798 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [00:18:33.963802] Epoch: [53] [2420/2904] eta: 0:06:04 lr: 0.002398 loss: 0.2057 (0.2134) loss_rec_all: 0.2315 (0.2389) loss_rec_sfr: 0.3214 (0.3302) loss_cl: -0.2798 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [00:18:48.886395] Epoch: [53] [2440/2904] eta: 0:05:49 lr: 0.002398 loss: 0.2019 (0.2134) loss_rec_all: 0.2279 (0.2389) loss_rec_sfr: 0.2958 (0.3302) loss_cl: -0.2783 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [00:19:03.805667] Epoch: [53] [2460/2904] eta: 0:05:34 lr: 0.002398 loss: 0.2027 (0.2133) loss_rec_all: 0.2287 (0.2389) loss_rec_sfr: 0.2819 (0.3299) loss_cl: -0.2791 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [00:19:18.731630] Epoch: [53] [2480/2904] eta: 0:05:19 lr: 0.002398 loss: 0.2037 (0.2133) loss_rec_all: 0.2299 (0.2388) loss_rec_sfr: 0.2897 (0.3298) loss_cl: -0.2795 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [00:19:33.649803] Epoch: [53] [2500/2904] eta: 0:05:04 lr: 0.002398 loss: 0.2024 (0.2133) loss_rec_all: 0.2283 (0.2388) loss_rec_sfr: 0.2912 (0.3298) loss_cl: -0.2786 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [00:19:48.568877] Epoch: [53] [2520/2904] eta: 0:04:49 lr: 0.002398 loss: 0.2056 (0.2133) loss_rec_all: 0.2310 (0.2388) loss_rec_sfr: 0.3239 (0.3298) loss_cl: -0.2786 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [00:20:03.491016] Epoch: [53] [2540/2904] eta: 0:04:34 lr: 0.002398 loss: 0.2021 (0.2132) loss_rec_all: 0.2277 (0.2388) loss_rec_sfr: 0.2862 (0.3296) loss_cl: -0.2791 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [00:20:18.412648] Epoch: [53] [2560/2904] eta: 0:04:18 lr: 0.002398 loss: 0.2021 (0.2132) loss_rec_all: 0.2278 (0.2388) loss_rec_sfr: 0.2958 (0.3295) loss_cl: -0.2788 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [00:20:33.335544] Epoch: [53] [2580/2904] eta: 0:04:03 lr: 0.002398 loss: 0.2057 (0.2132) loss_rec_all: 0.2311 (0.2388) loss_rec_sfr: 0.2980 (0.3296) loss_cl: -0.2788 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [00:20:48.257374] Epoch: [53] [2600/2904] eta: 0:03:48 lr: 0.002398 loss: 0.2014 (0.2132) loss_rec_all: 0.2275 (0.2387) loss_rec_sfr: 0.3262 (0.3295) loss_cl: -0.2793 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [00:21:03.175773] Epoch: [53] [2620/2904] eta: 0:03:33 lr: 0.002398 loss: 0.2020 (0.2132) loss_rec_all: 0.2281 (0.2388) loss_rec_sfr: 0.3038 (0.3296) loss_cl: -0.2790 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [00:21:18.100896] Epoch: [53] [2640/2904] eta: 0:03:18 lr: 0.002398 loss: 0.2026 (0.2132) loss_rec_all: 0.2282 (0.2388) loss_rec_sfr: 0.3274 (0.3297) loss_cl: -0.2792 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [00:21:33.027713] Epoch: [53] [2660/2904] eta: 0:03:03 lr: 0.002398 loss: 0.1994 (0.2132) loss_rec_all: 0.2250 (0.2388) loss_rec_sfr: 0.2912 (0.3297) loss_cl: -0.2784 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [00:21:47.949534] Epoch: [53] [2680/2904] eta: 0:02:48 lr: 0.002398 loss: 0.2039 (0.2133) loss_rec_all: 0.2298 (0.2388) loss_rec_sfr: 0.3289 (0.3299) loss_cl: -0.2783 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [00:22:02.869871] Epoch: [53] [2700/2904] eta: 0:02:33 lr: 0.002398 loss: 0.2016 (0.2132) loss_rec_all: 0.2274 (0.2388) loss_rec_sfr: 0.3153 (0.3298) loss_cl: -0.2786 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [00:22:17.787066] Epoch: [53] [2720/2904] eta: 0:02:18 lr: 0.002398 loss: 0.2024 (0.2132) loss_rec_all: 0.2281 (0.2388) loss_rec_sfr: 0.3225 (0.3299) loss_cl: -0.2797 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [00:22:32.705028] Epoch: [53] [2740/2904] eta: 0:02:03 lr: 0.002398 loss: 0.2006 (0.2132) loss_rec_all: 0.2265 (0.2388) loss_rec_sfr: 0.2821 (0.3297) loss_cl: -0.2793 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [00:22:47.629862] Epoch: [53] [2760/2904] eta: 0:01:48 lr: 0.002398 loss: 0.2042 (0.2132) loss_rec_all: 0.2303 (0.2388) loss_rec_sfr: 0.2914 (0.3296) loss_cl: -0.2779 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [00:23:02.556311] Epoch: [53] [2780/2904] eta: 0:01:33 lr: 0.002398 loss: 0.2004 (0.2131) loss_rec_all: 0.2261 (0.2387) loss_rec_sfr: 0.2964 (0.3295) loss_cl: -0.2779 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [00:23:17.477631] Epoch: [53] [2800/2904] eta: 0:01:18 lr: 0.002398 loss: 0.2022 (0.2132) loss_rec_all: 0.2279 (0.2387) loss_rec_sfr: 0.3266 (0.3296) loss_cl: -0.2787 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [00:23:32.395086] Epoch: [53] [2820/2904] eta: 0:01:03 lr: 0.002398 loss: 0.2025 (0.2131) loss_rec_all: 0.2282 (0.2387) loss_rec_sfr: 0.3080 (0.3296) loss_cl: -0.2793 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [00:23:47.341736] Epoch: [53] [2840/2904] eta: 0:00:48 lr: 0.002398 loss: 0.2089 (0.2132) loss_rec_all: 0.2350 (0.2387) loss_rec_sfr: 0.2977 (0.3297) loss_cl: -0.2792 (-0.2787) time: 0.7473 data: 0.0023 max mem: 29860 [00:24:02.245063] Epoch: [53] [2860/2904] eta: 0:00:33 lr: 0.002398 loss: 0.2077 (0.2132) loss_rec_all: 0.2336 (0.2388) loss_rec_sfr: 0.2931 (0.3296) loss_cl: -0.2795 (-0.2787) time: 0.7451 data: 0.0001 max mem: 29860 [00:24:17.144703] Epoch: [53] [2880/2904] eta: 0:00:18 lr: 0.002398 loss: 0.2085 (0.2132) loss_rec_all: 0.2343 (0.2388) loss_rec_sfr: 0.2947 (0.3297) loss_cl: -0.2784 (-0.2787) time: 0.7449 data: 0.0001 max mem: 29860 [00:24:32.049786] Epoch: [53] [2900/2904] eta: 0:00:03 lr: 0.002398 loss: 0.2002 (0.2132) loss_rec_all: 0.2261 (0.2388) loss_rec_sfr: 0.3243 (0.3297) loss_cl: -0.2784 (-0.2787) time: 0.7452 data: 0.0001 max mem: 29860 [00:24:34.292679] Epoch: [53] [2903/2904] eta: 0:00:00 lr: 0.002398 loss: 0.2000 (0.2132) loss_rec_all: 0.2256 (0.2387) loss_rec_sfr: 0.3132 (0.3297) loss_cl: -0.2784 (-0.2787) time: 0.7452 data: 0.0001 max mem: 29860 [00:24:36.293645] Epoch: [53] Total time: 0:36:26 (0.7528 s / it) [00:24:36.305998] Averaged stats: lr: 0.002398 loss: 0.2000 (0.2159) loss_rec_all: 0.2256 (0.2391) loss_rec_sfr: 0.3132 (0.3308) loss_cl: -0.2784 (-0.2554) [00:24:36.310753] log_dir: ./checkpoint/VF2_ViT-B [00:24:53.487681] Epoch: [54] [ 0/2904] eta: 13:51:19 lr: 0.002398 loss: 0.2068 (0.2068) loss_rec_all: 0.2323 (0.2323) loss_rec_sfr: 0.3418 (0.3418) loss_cl: -0.2792 (-0.2792) time: 17.1762 data: 16.4440 max mem: 29860 [00:25:09.308486] Epoch: [54] [ 20/2904] eta: 1:15:31 lr: 0.002398 loss: 0.2041 (0.2150) loss_rec_all: 0.2297 (0.2404) loss_rec_sfr: 0.3047 (0.3379) loss_cl: -0.2781 (-0.2782) time: 0.7910 data: 0.0002 max mem: 29860 [00:25:24.192756] Epoch: [54] [ 40/2904] eta: 0:55:44 lr: 0.002398 loss: 0.2028 (0.2150) loss_rec_all: 0.2283 (0.2405) loss_rec_sfr: 0.2911 (0.3357) loss_cl: -0.2783 (-0.2782) time: 0.7442 data: 0.0002 max mem: 29860 [00:25:39.089198] Epoch: [54] [ 60/2904] eta: 0:48:46 lr: 0.002398 loss: 0.1992 (0.2117) loss_rec_all: 0.2254 (0.2372) loss_rec_sfr: 0.2867 (0.3251) loss_cl: -0.2793 (-0.2785) time: 0.7448 data: 0.0004 max mem: 29860 [00:25:53.979862] Epoch: [54] [ 80/2904] eta: 0:45:07 lr: 0.002398 loss: 0.2015 (0.2105) loss_rec_all: 0.2274 (0.2361) loss_rec_sfr: 0.2860 (0.3221) loss_cl: -0.2794 (-0.2787) time: 0.7445 data: 0.0002 max mem: 29860 [00:26:08.984680] Epoch: [54] [ 100/2904] eta: 0:42:52 lr: 0.002398 loss: 0.2013 (0.2116) loss_rec_all: 0.2268 (0.2372) loss_rec_sfr: 0.2946 (0.3251) loss_cl: -0.2784 (-0.2786) time: 0.7502 data: 0.0003 max mem: 29860 [00:26:23.902548] Epoch: [54] [ 120/2904] eta: 0:41:15 lr: 0.002398 loss: 0.1986 (0.2119) loss_rec_all: 0.2242 (0.2374) loss_rec_sfr: 0.3159 (0.3270) loss_cl: -0.2786 (-0.2786) time: 0.7458 data: 0.0003 max mem: 29860 [00:26:38.830017] Epoch: [54] [ 140/2904] eta: 0:40:01 lr: 0.002398 loss: 0.2024 (0.2120) loss_rec_all: 0.2284 (0.2376) loss_rec_sfr: 0.2989 (0.3274) loss_cl: -0.2790 (-0.2787) time: 0.7463 data: 0.0003 max mem: 29860 [00:26:53.757154] Epoch: [54] [ 160/2904] eta: 0:39:02 lr: 0.002398 loss: 0.2032 (0.2123) loss_rec_all: 0.2286 (0.2378) loss_rec_sfr: 0.3325 (0.3297) loss_cl: -0.2782 (-0.2786) time: 0.7463 data: 0.0004 max mem: 29860 [00:27:08.686371] Epoch: [54] [ 180/2904] eta: 0:38:13 lr: 0.002398 loss: 0.1985 (0.2126) loss_rec_all: 0.2243 (0.2382) loss_rec_sfr: 0.2824 (0.3305) loss_cl: -0.2783 (-0.2786) time: 0.7464 data: 0.0003 max mem: 29860 [00:27:23.604382] Epoch: [54] [ 200/2904] eta: 0:37:30 lr: 0.002398 loss: 0.2069 (0.2130) loss_rec_all: 0.2329 (0.2386) loss_rec_sfr: 0.2933 (0.3297) loss_cl: -0.2782 (-0.2785) time: 0.7458 data: 0.0002 max mem: 29860 [00:27:38.527347] Epoch: [54] [ 220/2904] eta: 0:36:52 lr: 0.002398 loss: 0.2073 (0.2137) loss_rec_all: 0.2328 (0.2392) loss_rec_sfr: 0.3318 (0.3313) loss_cl: -0.2789 (-0.2785) time: 0.7461 data: 0.0003 max mem: 29860 [00:27:53.451543] Epoch: [54] [ 240/2904] eta: 0:36:19 lr: 0.002398 loss: 0.2029 (0.2141) loss_rec_all: 0.2289 (0.2396) loss_rec_sfr: 0.3004 (0.3320) loss_cl: -0.2793 (-0.2786) time: 0.7462 data: 0.0003 max mem: 29860 [00:28:08.374807] Epoch: [54] [ 260/2904] eta: 0:35:48 lr: 0.002398 loss: 0.1997 (0.2131) loss_rec_all: 0.2256 (0.2387) loss_rec_sfr: 0.2733 (0.3290) loss_cl: -0.2783 (-0.2786) time: 0.7461 data: 0.0003 max mem: 29860 [00:28:23.301260] Epoch: [54] [ 280/2904] eta: 0:35:19 lr: 0.002398 loss: 0.2040 (0.2131) loss_rec_all: 0.2293 (0.2387) loss_rec_sfr: 0.2870 (0.3282) loss_cl: -0.2789 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [00:28:38.227292] Epoch: [54] [ 300/2904] eta: 0:34:52 lr: 0.002398 loss: 0.2004 (0.2133) loss_rec_all: 0.2264 (0.2389) loss_rec_sfr: 0.2953 (0.3286) loss_cl: -0.2785 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [00:28:53.153146] Epoch: [54] [ 320/2904] eta: 0:34:27 lr: 0.002398 loss: 0.2012 (0.2132) loss_rec_all: 0.2271 (0.2388) loss_rec_sfr: 0.2913 (0.3280) loss_cl: -0.2795 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [00:29:08.081247] Epoch: [54] [ 340/2904] eta: 0:34:03 lr: 0.002398 loss: 0.2016 (0.2126) loss_rec_all: 0.2273 (0.2382) loss_rec_sfr: 0.2934 (0.3271) loss_cl: -0.2791 (-0.2787) time: 0.7464 data: 0.0003 max mem: 29860 [00:29:23.022074] Epoch: [54] [ 360/2904] eta: 0:33:40 lr: 0.002398 loss: 0.2048 (0.2128) loss_rec_all: 0.2307 (0.2384) loss_rec_sfr: 0.2956 (0.3272) loss_cl: -0.2787 (-0.2787) time: 0.7470 data: 0.0002 max mem: 29860 [00:29:37.948542] Epoch: [54] [ 380/2904] eta: 0:33:18 lr: 0.002398 loss: 0.2020 (0.2125) loss_rec_all: 0.2279 (0.2380) loss_rec_sfr: 0.2857 (0.3264) loss_cl: -0.2784 (-0.2787) time: 0.7463 data: 0.0003 max mem: 29860 [00:29:52.867222] Epoch: [54] [ 400/2904] eta: 0:32:56 lr: 0.002398 loss: 0.1994 (0.2122) loss_rec_all: 0.2254 (0.2378) loss_rec_sfr: 0.2935 (0.3253) loss_cl: -0.2791 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [00:30:07.788213] Epoch: [54] [ 420/2904] eta: 0:32:35 lr: 0.002398 loss: 0.2074 (0.2128) loss_rec_all: 0.2332 (0.2383) loss_rec_sfr: 0.2894 (0.3263) loss_cl: -0.2779 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [00:30:22.715143] Epoch: [54] [ 440/2904] eta: 0:32:15 lr: 0.002398 loss: 0.2020 (0.2125) loss_rec_all: 0.2276 (0.2381) loss_rec_sfr: 0.3149 (0.3261) loss_cl: -0.2793 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [00:30:37.640572] Epoch: [54] [ 460/2904] eta: 0:31:55 lr: 0.002398 loss: 0.2013 (0.2124) loss_rec_all: 0.2268 (0.2380) loss_rec_sfr: 0.3227 (0.3261) loss_cl: -0.2786 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [00:30:52.561265] Epoch: [54] [ 480/2904] eta: 0:31:35 lr: 0.002398 loss: 0.2068 (0.2124) loss_rec_all: 0.2324 (0.2380) loss_rec_sfr: 0.2975 (0.3260) loss_cl: -0.2790 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [00:31:07.481170] Epoch: [54] [ 500/2904] eta: 0:31:16 lr: 0.002398 loss: 0.1980 (0.2120) loss_rec_all: 0.2242 (0.2376) loss_rec_sfr: 0.2816 (0.3250) loss_cl: -0.2791 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [00:31:22.403998] Epoch: [54] [ 520/2904] eta: 0:30:58 lr: 0.002398 loss: 0.2012 (0.2119) loss_rec_all: 0.2268 (0.2375) loss_rec_sfr: 0.3187 (0.3252) loss_cl: -0.2789 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [00:31:37.325258] Epoch: [54] [ 540/2904] eta: 0:30:39 lr: 0.002398 loss: 0.2038 (0.2120) loss_rec_all: 0.2297 (0.2376) loss_rec_sfr: 0.3108 (0.3255) loss_cl: -0.2796 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [00:31:52.244173] Epoch: [54] [ 560/2904] eta: 0:30:21 lr: 0.002398 loss: 0.2045 (0.2124) loss_rec_all: 0.2300 (0.2380) loss_rec_sfr: 0.3002 (0.3268) loss_cl: -0.2790 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [00:32:07.167071] Epoch: [54] [ 580/2904] eta: 0:30:03 lr: 0.002398 loss: 0.1998 (0.2123) loss_rec_all: 0.2256 (0.2379) loss_rec_sfr: 0.3227 (0.3269) loss_cl: -0.2783 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [00:32:22.087980] Epoch: [54] [ 600/2904] eta: 0:29:45 lr: 0.002398 loss: 0.2073 (0.2126) loss_rec_all: 0.2328 (0.2382) loss_rec_sfr: 0.2947 (0.3273) loss_cl: -0.2785 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [00:32:37.007643] Epoch: [54] [ 620/2904] eta: 0:29:27 lr: 0.002398 loss: 0.2003 (0.2125) loss_rec_all: 0.2258 (0.2381) loss_rec_sfr: 0.2965 (0.3272) loss_cl: -0.2788 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [00:32:51.930308] Epoch: [54] [ 640/2904] eta: 0:29:10 lr: 0.002398 loss: 0.2018 (0.2125) loss_rec_all: 0.2277 (0.2381) loss_rec_sfr: 0.2853 (0.3271) loss_cl: -0.2782 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [00:33:06.858422] Epoch: [54] [ 660/2904] eta: 0:28:53 lr: 0.002398 loss: 0.1988 (0.2124) loss_rec_all: 0.2251 (0.2380) loss_rec_sfr: 0.2867 (0.3265) loss_cl: -0.2799 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [00:33:21.784888] Epoch: [54] [ 680/2904] eta: 0:28:35 lr: 0.002398 loss: 0.2028 (0.2123) loss_rec_all: 0.2282 (0.2378) loss_rec_sfr: 0.2909 (0.3258) loss_cl: -0.2789 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [00:33:36.708186] Epoch: [54] [ 700/2904] eta: 0:28:18 lr: 0.002398 loss: 0.2015 (0.2123) loss_rec_all: 0.2272 (0.2379) loss_rec_sfr: 0.2978 (0.3261) loss_cl: -0.2785 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [00:33:51.633032] Epoch: [54] [ 720/2904] eta: 0:28:02 lr: 0.002398 loss: 0.1987 (0.2121) loss_rec_all: 0.2247 (0.2377) loss_rec_sfr: 0.2805 (0.3253) loss_cl: -0.2794 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [00:34:06.560286] Epoch: [54] [ 740/2904] eta: 0:27:45 lr: 0.002398 loss: 0.2003 (0.2119) loss_rec_all: 0.2262 (0.2375) loss_rec_sfr: 0.2967 (0.3251) loss_cl: -0.2782 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [00:34:21.489371] Epoch: [54] [ 760/2904] eta: 0:27:28 lr: 0.002398 loss: 0.2004 (0.2122) loss_rec_all: 0.2264 (0.2378) loss_rec_sfr: 0.3202 (0.3259) loss_cl: -0.2794 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [00:34:36.412336] Epoch: [54] [ 780/2904] eta: 0:27:11 lr: 0.002398 loss: 0.1981 (0.2121) loss_rec_all: 0.2241 (0.2377) loss_rec_sfr: 0.2879 (0.3257) loss_cl: -0.2785 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [00:34:51.336360] Epoch: [54] [ 800/2904] eta: 0:26:55 lr: 0.002398 loss: 0.2032 (0.2122) loss_rec_all: 0.2286 (0.2378) loss_rec_sfr: 0.3271 (0.3262) loss_cl: -0.2785 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [00:35:06.254700] Epoch: [54] [ 820/2904] eta: 0:26:38 lr: 0.002398 loss: 0.2001 (0.2123) loss_rec_all: 0.2259 (0.2379) loss_rec_sfr: 0.2875 (0.3263) loss_cl: -0.2795 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [00:35:21.172536] Epoch: [54] [ 840/2904] eta: 0:26:22 lr: 0.002398 loss: 0.2020 (0.2122) loss_rec_all: 0.2277 (0.2378) loss_rec_sfr: 0.2892 (0.3260) loss_cl: -0.2790 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [00:35:36.071533] Epoch: [54] [ 860/2904] eta: 0:26:06 lr: 0.002398 loss: 0.2033 (0.2121) loss_rec_all: 0.2286 (0.2377) loss_rec_sfr: 0.2984 (0.3257) loss_cl: -0.2785 (-0.2787) time: 0.7449 data: 0.0002 max mem: 29860 [00:35:50.995538] Epoch: [54] [ 880/2904] eta: 0:25:49 lr: 0.002398 loss: 0.2018 (0.2122) loss_rec_all: 0.2278 (0.2377) loss_rec_sfr: 0.3222 (0.3261) loss_cl: -0.2779 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [00:36:05.908905] Epoch: [54] [ 900/2904] eta: 0:25:33 lr: 0.002398 loss: 0.2021 (0.2121) loss_rec_all: 0.2282 (0.2377) loss_rec_sfr: 0.2878 (0.3257) loss_cl: -0.2788 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [00:36:20.830097] Epoch: [54] [ 920/2904] eta: 0:25:17 lr: 0.002398 loss: 0.2062 (0.2123) loss_rec_all: 0.2317 (0.2379) loss_rec_sfr: 0.3488 (0.3267) loss_cl: -0.2794 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [00:36:35.753618] Epoch: [54] [ 940/2904] eta: 0:25:01 lr: 0.002398 loss: 0.2001 (0.2122) loss_rec_all: 0.2254 (0.2378) loss_rec_sfr: 0.3193 (0.3265) loss_cl: -0.2790 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [00:36:50.674375] Epoch: [54] [ 960/2904] eta: 0:24:45 lr: 0.002398 loss: 0.2026 (0.2122) loss_rec_all: 0.2285 (0.2377) loss_rec_sfr: 0.2985 (0.3265) loss_cl: -0.2781 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [00:37:05.607819] Epoch: [54] [ 980/2904] eta: 0:24:29 lr: 0.002398 loss: 0.2033 (0.2121) loss_rec_all: 0.2288 (0.2377) loss_rec_sfr: 0.2883 (0.3262) loss_cl: -0.2792 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [00:37:20.530047] Epoch: [54] [1000/2904] eta: 0:24:13 lr: 0.002398 loss: 0.2001 (0.2120) loss_rec_all: 0.2259 (0.2376) loss_rec_sfr: 0.3209 (0.3262) loss_cl: -0.2805 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [00:37:35.450008] Epoch: [54] [1020/2904] eta: 0:23:57 lr: 0.002398 loss: 0.2018 (0.2119) loss_rec_all: 0.2280 (0.2375) loss_rec_sfr: 0.2850 (0.3257) loss_cl: -0.2789 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [00:37:50.364494] Epoch: [54] [1040/2904] eta: 0:23:41 lr: 0.002398 loss: 0.2054 (0.2118) loss_rec_all: 0.2311 (0.2374) loss_rec_sfr: 0.2925 (0.3252) loss_cl: -0.2797 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [00:38:05.290893] Epoch: [54] [1060/2904] eta: 0:23:25 lr: 0.002398 loss: 0.2015 (0.2118) loss_rec_all: 0.2272 (0.2374) loss_rec_sfr: 0.3221 (0.3254) loss_cl: -0.2781 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [00:38:20.211119] Epoch: [54] [1080/2904] eta: 0:23:10 lr: 0.002398 loss: 0.2054 (0.2119) loss_rec_all: 0.2312 (0.2375) loss_rec_sfr: 0.3157 (0.3258) loss_cl: -0.2782 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [00:38:35.134923] Epoch: [54] [1100/2904] eta: 0:22:54 lr: 0.002398 loss: 0.2025 (0.2119) loss_rec_all: 0.2278 (0.2375) loss_rec_sfr: 0.3140 (0.3259) loss_cl: -0.2789 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [00:38:50.050689] Epoch: [54] [1120/2904] eta: 0:22:38 lr: 0.002398 loss: 0.2025 (0.2119) loss_rec_all: 0.2286 (0.2375) loss_rec_sfr: 0.3005 (0.3260) loss_cl: -0.2794 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [00:39:04.973006] Epoch: [54] [1140/2904] eta: 0:22:22 lr: 0.002398 loss: 0.2107 (0.2121) loss_rec_all: 0.2362 (0.2377) loss_rec_sfr: 0.3211 (0.3265) loss_cl: -0.2788 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [00:39:19.895336] Epoch: [54] [1160/2904] eta: 0:22:07 lr: 0.002398 loss: 0.2019 (0.2121) loss_rec_all: 0.2279 (0.2376) loss_rec_sfr: 0.3039 (0.3264) loss_cl: -0.2793 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [00:39:34.818189] Epoch: [54] [1180/2904] eta: 0:21:51 lr: 0.002398 loss: 0.2039 (0.2120) loss_rec_all: 0.2295 (0.2376) loss_rec_sfr: 0.2955 (0.3263) loss_cl: -0.2788 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [00:39:49.738346] Epoch: [54] [1200/2904] eta: 0:21:35 lr: 0.002398 loss: 0.2053 (0.2122) loss_rec_all: 0.2312 (0.2377) loss_rec_sfr: 0.3224 (0.3267) loss_cl: -0.2788 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [00:40:04.666829] Epoch: [54] [1220/2904] eta: 0:21:20 lr: 0.002398 loss: 0.2016 (0.2123) loss_rec_all: 0.2273 (0.2378) loss_rec_sfr: 0.3238 (0.3270) loss_cl: -0.2795 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [00:40:19.589616] Epoch: [54] [1240/2904] eta: 0:21:04 lr: 0.002398 loss: 0.2013 (0.2121) loss_rec_all: 0.2271 (0.2377) loss_rec_sfr: 0.2952 (0.3268) loss_cl: -0.2793 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [00:40:34.518037] Epoch: [54] [1260/2904] eta: 0:20:49 lr: 0.002398 loss: 0.2018 (0.2122) loss_rec_all: 0.2272 (0.2378) loss_rec_sfr: 0.3188 (0.3271) loss_cl: -0.2784 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [00:40:49.440689] Epoch: [54] [1280/2904] eta: 0:20:33 lr: 0.002398 loss: 0.2066 (0.2123) loss_rec_all: 0.2323 (0.2379) loss_rec_sfr: 0.2927 (0.3273) loss_cl: -0.2775 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [00:41:04.368954] Epoch: [54] [1300/2904] eta: 0:20:18 lr: 0.002398 loss: 0.2043 (0.2124) loss_rec_all: 0.2297 (0.2379) loss_rec_sfr: 0.3297 (0.3276) loss_cl: -0.2784 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [00:41:19.295838] Epoch: [54] [1320/2904] eta: 0:20:02 lr: 0.002398 loss: 0.2072 (0.2124) loss_rec_all: 0.2329 (0.2380) loss_rec_sfr: 0.3064 (0.3278) loss_cl: -0.2796 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [00:41:34.218914] Epoch: [54] [1340/2904] eta: 0:19:47 lr: 0.002398 loss: 0.2051 (0.2125) loss_rec_all: 0.2308 (0.2380) loss_rec_sfr: 0.3258 (0.3281) loss_cl: -0.2800 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [00:41:49.138835] Epoch: [54] [1360/2904] eta: 0:19:31 lr: 0.002398 loss: 0.2018 (0.2125) loss_rec_all: 0.2274 (0.2380) loss_rec_sfr: 0.3241 (0.3281) loss_cl: -0.2787 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [00:42:04.058877] Epoch: [54] [1380/2904] eta: 0:19:16 lr: 0.002398 loss: 0.2018 (0.2125) loss_rec_all: 0.2271 (0.2380) loss_rec_sfr: 0.2904 (0.3280) loss_cl: -0.2779 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [00:42:18.973894] Epoch: [54] [1400/2904] eta: 0:19:00 lr: 0.002398 loss: 0.2014 (0.2124) loss_rec_all: 0.2270 (0.2380) loss_rec_sfr: 0.2972 (0.3279) loss_cl: -0.2783 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [00:42:33.894862] Epoch: [54] [1420/2904] eta: 0:18:45 lr: 0.002398 loss: 0.1996 (0.2124) loss_rec_all: 0.2258 (0.2379) loss_rec_sfr: 0.3208 (0.3278) loss_cl: -0.2791 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [00:42:48.816239] Epoch: [54] [1440/2904] eta: 0:18:29 lr: 0.002398 loss: 0.1979 (0.2122) loss_rec_all: 0.2241 (0.2378) loss_rec_sfr: 0.2761 (0.3272) loss_cl: -0.2802 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [00:43:03.738274] Epoch: [54] [1460/2904] eta: 0:18:14 lr: 0.002398 loss: 0.1979 (0.2121) loss_rec_all: 0.2235 (0.2376) loss_rec_sfr: 0.2868 (0.3269) loss_cl: -0.2796 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [00:43:18.660927] Epoch: [54] [1480/2904] eta: 0:17:59 lr: 0.002398 loss: 0.2005 (0.2121) loss_rec_all: 0.2264 (0.2377) loss_rec_sfr: 0.3105 (0.3272) loss_cl: -0.2790 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [00:43:33.583261] Epoch: [54] [1500/2904] eta: 0:17:43 lr: 0.002398 loss: 0.2020 (0.2122) loss_rec_all: 0.2275 (0.2378) loss_rec_sfr: 0.3157 (0.3274) loss_cl: -0.2780 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [00:43:48.502899] Epoch: [54] [1520/2904] eta: 0:17:28 lr: 0.002398 loss: 0.2133 (0.2123) loss_rec_all: 0.2388 (0.2379) loss_rec_sfr: 0.3035 (0.3276) loss_cl: -0.2779 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [00:44:03.425992] Epoch: [54] [1540/2904] eta: 0:17:13 lr: 0.002398 loss: 0.2048 (0.2124) loss_rec_all: 0.2308 (0.2380) loss_rec_sfr: 0.2836 (0.3278) loss_cl: -0.2792 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [00:44:18.341992] Epoch: [54] [1560/2904] eta: 0:16:57 lr: 0.002398 loss: 0.2019 (0.2124) loss_rec_all: 0.2273 (0.2380) loss_rec_sfr: 0.3172 (0.3278) loss_cl: -0.2789 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [00:44:33.260866] Epoch: [54] [1580/2904] eta: 0:16:42 lr: 0.002398 loss: 0.2027 (0.2124) loss_rec_all: 0.2282 (0.2380) loss_rec_sfr: 0.3163 (0.3279) loss_cl: -0.2782 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [00:44:48.177627] Epoch: [54] [1600/2904] eta: 0:16:26 lr: 0.002398 loss: 0.2032 (0.2124) loss_rec_all: 0.2288 (0.2380) loss_rec_sfr: 0.3372 (0.3280) loss_cl: -0.2785 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [00:45:03.103237] Epoch: [54] [1620/2904] eta: 0:16:11 lr: 0.002398 loss: 0.2007 (0.2123) loss_rec_all: 0.2262 (0.2379) loss_rec_sfr: 0.2962 (0.3277) loss_cl: -0.2792 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [00:45:18.024748] Epoch: [54] [1640/2904] eta: 0:15:56 lr: 0.002398 loss: 0.2039 (0.2123) loss_rec_all: 0.2292 (0.2379) loss_rec_sfr: 0.3170 (0.3277) loss_cl: -0.2777 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [00:45:32.946182] Epoch: [54] [1660/2904] eta: 0:15:41 lr: 0.002398 loss: 0.2027 (0.2122) loss_rec_all: 0.2286 (0.2378) loss_rec_sfr: 0.2945 (0.3274) loss_cl: -0.2787 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [00:45:47.862745] Epoch: [54] [1680/2904] eta: 0:15:25 lr: 0.002398 loss: 0.2017 (0.2121) loss_rec_all: 0.2275 (0.2377) loss_rec_sfr: 0.2843 (0.3272) loss_cl: -0.2792 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [00:46:02.786108] Epoch: [54] [1700/2904] eta: 0:15:10 lr: 0.002398 loss: 0.2044 (0.2122) loss_rec_all: 0.2300 (0.2377) loss_rec_sfr: 0.2988 (0.3272) loss_cl: -0.2786 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [00:46:17.706232] Epoch: [54] [1720/2904] eta: 0:14:55 lr: 0.002398 loss: 0.2068 (0.2123) loss_rec_all: 0.2325 (0.2378) loss_rec_sfr: 0.2965 (0.3274) loss_cl: -0.2793 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [00:46:32.629750] Epoch: [54] [1740/2904] eta: 0:14:40 lr: 0.002398 loss: 0.2002 (0.2122) loss_rec_all: 0.2262 (0.2378) loss_rec_sfr: 0.2941 (0.3273) loss_cl: -0.2793 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [00:46:47.547649] Epoch: [54] [1760/2904] eta: 0:14:24 lr: 0.002398 loss: 0.2070 (0.2123) loss_rec_all: 0.2326 (0.2379) loss_rec_sfr: 0.2991 (0.3275) loss_cl: -0.2782 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [00:47:02.468847] Epoch: [54] [1780/2904] eta: 0:14:09 lr: 0.002398 loss: 0.2035 (0.2122) loss_rec_all: 0.2291 (0.2378) loss_rec_sfr: 0.2898 (0.3272) loss_cl: -0.2778 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [00:47:17.388551] Epoch: [54] [1800/2904] eta: 0:13:54 lr: 0.002398 loss: 0.1991 (0.2122) loss_rec_all: 0.2251 (0.2378) loss_rec_sfr: 0.2783 (0.3271) loss_cl: -0.2787 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [00:47:32.308550] Epoch: [54] [1820/2904] eta: 0:13:39 lr: 0.002398 loss: 0.2038 (0.2122) loss_rec_all: 0.2295 (0.2378) loss_rec_sfr: 0.2954 (0.3270) loss_cl: -0.2792 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [00:47:47.224568] Epoch: [54] [1840/2904] eta: 0:13:23 lr: 0.002398 loss: 0.2080 (0.2123) loss_rec_all: 0.2340 (0.2379) loss_rec_sfr: 0.3286 (0.3275) loss_cl: -0.2789 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [00:48:02.137716] Epoch: [54] [1860/2904] eta: 0:13:08 lr: 0.002398 loss: 0.2015 (0.2124) loss_rec_all: 0.2272 (0.2379) loss_rec_sfr: 0.3254 (0.3277) loss_cl: -0.2785 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [00:48:17.051046] Epoch: [54] [1880/2904] eta: 0:12:53 lr: 0.002398 loss: 0.2007 (0.2123) loss_rec_all: 0.2266 (0.2379) loss_rec_sfr: 0.2945 (0.3275) loss_cl: -0.2774 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [00:48:31.971145] Epoch: [54] [1900/2904] eta: 0:12:38 lr: 0.002398 loss: 0.2038 (0.2123) loss_rec_all: 0.2291 (0.2379) loss_rec_sfr: 0.3231 (0.3277) loss_cl: -0.2781 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [00:48:46.892137] Epoch: [54] [1920/2904] eta: 0:12:22 lr: 0.002398 loss: 0.1981 (0.2123) loss_rec_all: 0.2239 (0.2379) loss_rec_sfr: 0.2967 (0.3277) loss_cl: -0.2794 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [00:49:01.811650] Epoch: [54] [1940/2904] eta: 0:12:07 lr: 0.002398 loss: 0.2132 (0.2125) loss_rec_all: 0.2391 (0.2380) loss_rec_sfr: 0.3269 (0.3280) loss_cl: -0.2784 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [00:49:16.732620] Epoch: [54] [1960/2904] eta: 0:11:52 lr: 0.002398 loss: 0.2049 (0.2125) loss_rec_all: 0.2308 (0.2381) loss_rec_sfr: 0.2914 (0.3281) loss_cl: -0.2785 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [00:49:31.655418] Epoch: [54] [1980/2904] eta: 0:11:37 lr: 0.002398 loss: 0.2011 (0.2126) loss_rec_all: 0.2270 (0.2381) loss_rec_sfr: 0.3221 (0.3283) loss_cl: -0.2786 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [00:49:46.576059] Epoch: [54] [2000/2904] eta: 0:11:22 lr: 0.002398 loss: 0.2047 (0.2125) loss_rec_all: 0.2308 (0.2381) loss_rec_sfr: 0.3215 (0.3283) loss_cl: -0.2795 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [00:50:01.501291] Epoch: [54] [2020/2904] eta: 0:11:07 lr: 0.002398 loss: 0.2055 (0.2126) loss_rec_all: 0.2311 (0.2381) loss_rec_sfr: 0.3309 (0.3284) loss_cl: -0.2788 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [00:50:16.424594] Epoch: [54] [2040/2904] eta: 0:10:51 lr: 0.002398 loss: 0.2033 (0.2125) loss_rec_all: 0.2290 (0.2381) loss_rec_sfr: 0.2877 (0.3283) loss_cl: -0.2793 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [00:50:31.349987] Epoch: [54] [2060/2904] eta: 0:10:36 lr: 0.002398 loss: 0.1980 (0.2125) loss_rec_all: 0.2239 (0.2381) loss_rec_sfr: 0.3229 (0.3284) loss_cl: -0.2780 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [00:50:46.277523] Epoch: [54] [2080/2904] eta: 0:10:21 lr: 0.002398 loss: 0.2097 (0.2126) loss_rec_all: 0.2352 (0.2382) loss_rec_sfr: 0.3234 (0.3286) loss_cl: -0.2789 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [00:51:01.200070] Epoch: [54] [2100/2904] eta: 0:10:06 lr: 0.002398 loss: 0.1981 (0.2126) loss_rec_all: 0.2242 (0.2381) loss_rec_sfr: 0.3064 (0.3286) loss_cl: -0.2786 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [00:51:16.116444] Epoch: [54] [2120/2904] eta: 0:09:51 lr: 0.002398 loss: 0.2058 (0.2127) loss_rec_all: 0.2311 (0.2382) loss_rec_sfr: 0.3277 (0.3290) loss_cl: -0.2770 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [00:51:31.036071] Epoch: [54] [2140/2904] eta: 0:09:36 lr: 0.002398 loss: 0.2068 (0.2127) loss_rec_all: 0.2327 (0.2383) loss_rec_sfr: 0.2838 (0.3291) loss_cl: -0.2781 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [00:51:45.961268] Epoch: [54] [2160/2904] eta: 0:09:21 lr: 0.002398 loss: 0.1980 (0.2126) loss_rec_all: 0.2235 (0.2382) loss_rec_sfr: 0.2897 (0.3288) loss_cl: -0.2797 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [00:52:00.877974] Epoch: [54] [2180/2904] eta: 0:09:05 lr: 0.002398 loss: 0.2000 (0.2126) loss_rec_all: 0.2256 (0.2382) loss_rec_sfr: 0.2899 (0.3287) loss_cl: -0.2791 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [00:52:15.802515] Epoch: [54] [2200/2904] eta: 0:08:50 lr: 0.002398 loss: 0.1971 (0.2125) loss_rec_all: 0.2226 (0.2381) loss_rec_sfr: 0.2714 (0.3284) loss_cl: -0.2788 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [00:52:30.728841] Epoch: [54] [2220/2904] eta: 0:08:35 lr: 0.002398 loss: 0.2035 (0.2126) loss_rec_all: 0.2292 (0.2381) loss_rec_sfr: 0.2905 (0.3285) loss_cl: -0.2794 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [00:52:45.653658] Epoch: [54] [2240/2904] eta: 0:08:20 lr: 0.002398 loss: 0.2017 (0.2126) loss_rec_all: 0.2272 (0.2382) loss_rec_sfr: 0.2945 (0.3285) loss_cl: -0.2783 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [00:53:00.573578] Epoch: [54] [2260/2904] eta: 0:08:05 lr: 0.002398 loss: 0.2043 (0.2127) loss_rec_all: 0.2299 (0.2383) loss_rec_sfr: 0.3232 (0.3288) loss_cl: -0.2783 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [00:53:15.494185] Epoch: [54] [2280/2904] eta: 0:07:50 lr: 0.002398 loss: 0.2076 (0.2127) loss_rec_all: 0.2331 (0.2383) loss_rec_sfr: 0.3199 (0.3287) loss_cl: -0.2791 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [00:53:30.415578] Epoch: [54] [2300/2904] eta: 0:07:35 lr: 0.002398 loss: 0.2044 (0.2127) loss_rec_all: 0.2298 (0.2382) loss_rec_sfr: 0.3084 (0.3286) loss_cl: -0.2788 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [00:53:45.338951] Epoch: [54] [2320/2904] eta: 0:07:20 lr: 0.002398 loss: 0.2034 (0.2126) loss_rec_all: 0.2293 (0.2382) loss_rec_sfr: 0.2955 (0.3286) loss_cl: -0.2784 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [00:54:00.261612] Epoch: [54] [2340/2904] eta: 0:07:04 lr: 0.002398 loss: 0.2033 (0.2126) loss_rec_all: 0.2293 (0.2382) loss_rec_sfr: 0.2928 (0.3286) loss_cl: -0.2786 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [00:54:15.183339] Epoch: [54] [2360/2904] eta: 0:06:49 lr: 0.002398 loss: 0.2026 (0.2126) loss_rec_all: 0.2284 (0.2382) loss_rec_sfr: 0.3066 (0.3286) loss_cl: -0.2787 (-0.2787) time: 0.7460 data: 0.0003 max mem: 29860 [00:54:30.098830] Epoch: [54] [2380/2904] eta: 0:06:34 lr: 0.002398 loss: 0.2024 (0.2126) loss_rec_all: 0.2284 (0.2382) loss_rec_sfr: 0.2819 (0.3285) loss_cl: -0.2791 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [00:54:45.023995] Epoch: [54] [2400/2904] eta: 0:06:19 lr: 0.002398 loss: 0.2051 (0.2127) loss_rec_all: 0.2310 (0.2383) loss_rec_sfr: 0.3276 (0.3287) loss_cl: -0.2797 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [00:54:59.948685] Epoch: [54] [2420/2904] eta: 0:06:04 lr: 0.002398 loss: 0.2015 (0.2126) loss_rec_all: 0.2276 (0.2382) loss_rec_sfr: 0.3217 (0.3286) loss_cl: -0.2795 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [00:55:14.870337] Epoch: [54] [2440/2904] eta: 0:05:49 lr: 0.002398 loss: 0.2063 (0.2126) loss_rec_all: 0.2322 (0.2382) loss_rec_sfr: 0.3278 (0.3287) loss_cl: -0.2787 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [00:55:29.801143] Epoch: [54] [2460/2904] eta: 0:05:34 lr: 0.002398 loss: 0.1980 (0.2126) loss_rec_all: 0.2239 (0.2382) loss_rec_sfr: 0.2730 (0.3285) loss_cl: -0.2783 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [00:55:44.722736] Epoch: [54] [2480/2904] eta: 0:05:19 lr: 0.002398 loss: 0.2027 (0.2126) loss_rec_all: 0.2282 (0.2381) loss_rec_sfr: 0.2827 (0.3284) loss_cl: -0.2785 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [00:55:59.637541] Epoch: [54] [2500/2904] eta: 0:05:04 lr: 0.002398 loss: 0.2058 (0.2126) loss_rec_all: 0.2316 (0.2382) loss_rec_sfr: 0.2914 (0.3283) loss_cl: -0.2785 (-0.2787) time: 0.7457 data: 0.0003 max mem: 29860 [00:56:14.558097] Epoch: [54] [2520/2904] eta: 0:04:49 lr: 0.002398 loss: 0.2087 (0.2127) loss_rec_all: 0.2341 (0.2383) loss_rec_sfr: 0.3269 (0.3286) loss_cl: -0.2792 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [00:56:29.474667] Epoch: [54] [2540/2904] eta: 0:04:34 lr: 0.002398 loss: 0.2068 (0.2128) loss_rec_all: 0.2321 (0.2383) loss_rec_sfr: 0.3246 (0.3288) loss_cl: -0.2790 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [00:56:44.393917] Epoch: [54] [2560/2904] eta: 0:04:18 lr: 0.002398 loss: 0.1999 (0.2127) loss_rec_all: 0.2255 (0.2383) loss_rec_sfr: 0.2871 (0.3287) loss_cl: -0.2788 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [00:56:59.315655] Epoch: [54] [2580/2904] eta: 0:04:03 lr: 0.002398 loss: 0.1973 (0.2127) loss_rec_all: 0.2234 (0.2383) loss_rec_sfr: 0.3281 (0.3287) loss_cl: -0.2791 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [00:57:14.238125] Epoch: [54] [2600/2904] eta: 0:03:48 lr: 0.002398 loss: 0.2090 (0.2128) loss_rec_all: 0.2348 (0.2383) loss_rec_sfr: 0.3447 (0.3290) loss_cl: -0.2784 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [00:57:29.160538] Epoch: [54] [2620/2904] eta: 0:03:33 lr: 0.002398 loss: 0.2006 (0.2127) loss_rec_all: 0.2267 (0.2383) loss_rec_sfr: 0.2806 (0.3289) loss_cl: -0.2781 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [00:57:44.084564] Epoch: [54] [2640/2904] eta: 0:03:18 lr: 0.002398 loss: 0.2073 (0.2128) loss_rec_all: 0.2329 (0.2384) loss_rec_sfr: 0.3295 (0.3291) loss_cl: -0.2775 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [00:57:59.005655] Epoch: [54] [2660/2904] eta: 0:03:03 lr: 0.002398 loss: 0.2026 (0.2128) loss_rec_all: 0.2282 (0.2384) loss_rec_sfr: 0.2990 (0.3291) loss_cl: -0.2783 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [00:58:13.925829] Epoch: [54] [2680/2904] eta: 0:02:48 lr: 0.002398 loss: 0.2004 (0.2127) loss_rec_all: 0.2260 (0.2383) loss_rec_sfr: 0.2924 (0.3290) loss_cl: -0.2788 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [00:58:28.849235] Epoch: [54] [2700/2904] eta: 0:02:33 lr: 0.002398 loss: 0.2053 (0.2127) loss_rec_all: 0.2313 (0.2383) loss_rec_sfr: 0.2944 (0.3288) loss_cl: -0.2794 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [00:58:43.771804] Epoch: [54] [2720/2904] eta: 0:02:18 lr: 0.002398 loss: 0.2117 (0.2128) loss_rec_all: 0.2377 (0.2384) loss_rec_sfr: 0.2960 (0.3290) loss_cl: -0.2796 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [00:58:58.694842] Epoch: [54] [2740/2904] eta: 0:02:03 lr: 0.002398 loss: 0.2019 (0.2128) loss_rec_all: 0.2274 (0.2384) loss_rec_sfr: 0.3337 (0.3292) loss_cl: -0.2783 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [00:59:13.613595] Epoch: [54] [2760/2904] eta: 0:01:48 lr: 0.002398 loss: 0.2064 (0.2129) loss_rec_all: 0.2323 (0.2384) loss_rec_sfr: 0.3010 (0.3292) loss_cl: -0.2781 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [00:59:28.531510] Epoch: [54] [2780/2904] eta: 0:01:33 lr: 0.002398 loss: 0.2080 (0.2130) loss_rec_all: 0.2337 (0.2385) loss_rec_sfr: 0.3140 (0.3294) loss_cl: -0.2786 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [00:59:43.461412] Epoch: [54] [2800/2904] eta: 0:01:18 lr: 0.002398 loss: 0.2032 (0.2129) loss_rec_all: 0.2288 (0.2385) loss_rec_sfr: 0.2928 (0.3293) loss_cl: -0.2789 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [00:59:58.376916] Epoch: [54] [2820/2904] eta: 0:01:03 lr: 0.002398 loss: 0.2015 (0.2129) loss_rec_all: 0.2273 (0.2385) loss_rec_sfr: 0.3004 (0.3293) loss_cl: -0.2791 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [01:00:13.373234] Epoch: [54] [2840/2904] eta: 0:00:48 lr: 0.002398 loss: 0.2022 (0.2129) loss_rec_all: 0.2278 (0.2385) loss_rec_sfr: 0.3244 (0.3294) loss_cl: -0.2795 (-0.2787) time: 0.7498 data: 0.0047 max mem: 29860 [01:00:28.280498] Epoch: [54] [2860/2904] eta: 0:00:33 lr: 0.002398 loss: 0.2030 (0.2129) loss_rec_all: 0.2291 (0.2385) loss_rec_sfr: 0.3255 (0.3294) loss_cl: -0.2798 (-0.2787) time: 0.7453 data: 0.0001 max mem: 29860 [01:00:43.183266] Epoch: [54] [2880/2904] eta: 0:00:18 lr: 0.002398 loss: 0.2008 (0.2129) loss_rec_all: 0.2268 (0.2385) loss_rec_sfr: 0.2844 (0.3293) loss_cl: -0.2781 (-0.2787) time: 0.7451 data: 0.0001 max mem: 29860 [01:00:58.091013] Epoch: [54] [2900/2904] eta: 0:00:03 lr: 0.002398 loss: 0.1994 (0.2129) loss_rec_all: 0.2256 (0.2384) loss_rec_sfr: 0.2924 (0.3292) loss_cl: -0.2785 (-0.2787) time: 0.7454 data: 0.0001 max mem: 29860 [01:01:00.334195] Epoch: [54] [2903/2904] eta: 0:00:00 lr: 0.002398 loss: 0.2015 (0.2129) loss_rec_all: 0.2275 (0.2384) loss_rec_sfr: 0.2924 (0.3291) loss_cl: -0.2785 (-0.2787) time: 0.7454 data: 0.0001 max mem: 29860 [01:01:02.405746] Epoch: [54] Total time: 0:36:26 (0.7528 s / it) [01:01:02.416794] Averaged stats: lr: 0.002398 loss: 0.2015 (0.2154) loss_rec_all: 0.2275 (0.2387) loss_rec_sfr: 0.2924 (0.3293) loss_cl: -0.2785 (-0.2554) [01:01:02.421455] log_dir: ./checkpoint/VF2_ViT-B [01:01:19.506532] Epoch: [55] [ 0/2904] eta: 13:46:53 lr: 0.002398 loss: 0.2062 (0.2062) loss_rec_all: 0.2317 (0.2317) loss_rec_sfr: 0.3293 (0.3293) loss_cl: -0.2778 (-0.2778) time: 17.0844 data: 16.3533 max mem: 29860 [01:01:35.813472] Epoch: [55] [ 20/2904] eta: 1:16:25 lr: 0.002398 loss: 0.2063 (0.2208) loss_rec_all: 0.2318 (0.2460) loss_rec_sfr: 0.3357 (0.3640) loss_cl: -0.2784 (-0.2783) time: 0.8153 data: 0.0002 max mem: 29860 [01:01:50.698436] Epoch: [55] [ 40/2904] eta: 0:56:12 lr: 0.002398 loss: 0.1965 (0.2128) loss_rec_all: 0.2223 (0.2383) loss_rec_sfr: 0.2905 (0.3359) loss_cl: -0.2791 (-0.2786) time: 0.7442 data: 0.0002 max mem: 29860 [01:02:05.586502] Epoch: [55] [ 60/2904] eta: 0:49:04 lr: 0.002398 loss: 0.2040 (0.2135) loss_rec_all: 0.2298 (0.2390) loss_rec_sfr: 0.3211 (0.3381) loss_cl: -0.2793 (-0.2787) time: 0.7444 data: 0.0002 max mem: 29860 [01:02:20.482361] Epoch: [55] [ 80/2904] eta: 0:45:21 lr: 0.002398 loss: 0.2065 (0.2143) loss_rec_all: 0.2320 (0.2398) loss_rec_sfr: 0.2945 (0.3367) loss_cl: -0.2791 (-0.2788) time: 0.7448 data: 0.0002 max mem: 29860 [01:02:35.409385] Epoch: [55] [ 100/2904] eta: 0:43:01 lr: 0.002398 loss: 0.1996 (0.2135) loss_rec_all: 0.2255 (0.2390) loss_rec_sfr: 0.3105 (0.3346) loss_cl: -0.2783 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [01:02:50.326732] Epoch: [55] [ 120/2904] eta: 0:41:22 lr: 0.002398 loss: 0.1986 (0.2128) loss_rec_all: 0.2243 (0.2384) loss_rec_sfr: 0.3207 (0.3335) loss_cl: -0.2788 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [01:03:05.408310] Epoch: [55] [ 140/2904] eta: 0:40:10 lr: 0.002398 loss: 0.2012 (0.2125) loss_rec_all: 0.2273 (0.2380) loss_rec_sfr: 0.3061 (0.3318) loss_cl: -0.2791 (-0.2788) time: 0.7540 data: 0.0002 max mem: 29860 [01:03:20.328571] Epoch: [55] [ 160/2904] eta: 0:39:10 lr: 0.002398 loss: 0.2026 (0.2132) loss_rec_all: 0.2281 (0.2387) loss_rec_sfr: 0.3349 (0.3346) loss_cl: -0.2791 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [01:03:35.250301] Epoch: [55] [ 180/2904] eta: 0:38:19 lr: 0.002398 loss: 0.1991 (0.2129) loss_rec_all: 0.2244 (0.2384) loss_rec_sfr: 0.3116 (0.3338) loss_cl: -0.2783 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [01:03:50.176375] Epoch: [55] [ 200/2904] eta: 0:37:36 lr: 0.002398 loss: 0.1994 (0.2133) loss_rec_all: 0.2255 (0.2388) loss_rec_sfr: 0.2974 (0.3344) loss_cl: -0.2782 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [01:04:05.098123] Epoch: [55] [ 220/2904] eta: 0:36:58 lr: 0.002398 loss: 0.2091 (0.2138) loss_rec_all: 0.2349 (0.2393) loss_rec_sfr: 0.2955 (0.3346) loss_cl: -0.2785 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [01:04:20.020234] Epoch: [55] [ 240/2904] eta: 0:36:24 lr: 0.002398 loss: 0.2005 (0.2135) loss_rec_all: 0.2260 (0.2390) loss_rec_sfr: 0.2988 (0.3336) loss_cl: -0.2789 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [01:04:34.944918] Epoch: [55] [ 260/2904] eta: 0:35:52 lr: 0.002398 loss: 0.2039 (0.2137) loss_rec_all: 0.2293 (0.2393) loss_rec_sfr: 0.3071 (0.3338) loss_cl: -0.2786 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [01:04:49.869233] Epoch: [55] [ 280/2904] eta: 0:35:23 lr: 0.002398 loss: 0.2029 (0.2132) loss_rec_all: 0.2285 (0.2387) loss_rec_sfr: 0.3216 (0.3329) loss_cl: -0.2789 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [01:05:04.788322] Epoch: [55] [ 300/2904] eta: 0:34:56 lr: 0.002398 loss: 0.2009 (0.2135) loss_rec_all: 0.2263 (0.2390) loss_rec_sfr: 0.2982 (0.3333) loss_cl: -0.2793 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [01:05:19.713223] Epoch: [55] [ 320/2904] eta: 0:34:31 lr: 0.002398 loss: 0.1992 (0.2131) loss_rec_all: 0.2249 (0.2387) loss_rec_sfr: 0.2999 (0.3323) loss_cl: -0.2803 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [01:05:34.638295] Epoch: [55] [ 340/2904] eta: 0:34:06 lr: 0.002398 loss: 0.2009 (0.2128) loss_rec_all: 0.2268 (0.2384) loss_rec_sfr: 0.3218 (0.3320) loss_cl: -0.2789 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [01:05:49.579781] Epoch: [55] [ 360/2904] eta: 0:33:43 lr: 0.002398 loss: 0.2065 (0.2129) loss_rec_all: 0.2322 (0.2384) loss_rec_sfr: 0.2999 (0.3320) loss_cl: -0.2781 (-0.2787) time: 0.7470 data: 0.0002 max mem: 29860 [01:06:04.498974] Epoch: [55] [ 380/2904] eta: 0:33:21 lr: 0.002398 loss: 0.2020 (0.2125) loss_rec_all: 0.2273 (0.2380) loss_rec_sfr: 0.3167 (0.3314) loss_cl: -0.2788 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [01:06:19.420848] Epoch: [55] [ 400/2904] eta: 0:32:59 lr: 0.002398 loss: 0.2033 (0.2120) loss_rec_all: 0.2289 (0.2375) loss_rec_sfr: 0.3100 (0.3304) loss_cl: -0.2795 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [01:06:34.339032] Epoch: [55] [ 420/2904] eta: 0:32:38 lr: 0.002398 loss: 0.1978 (0.2120) loss_rec_all: 0.2235 (0.2375) loss_rec_sfr: 0.2941 (0.3302) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [01:06:49.260075] Epoch: [55] [ 440/2904] eta: 0:32:17 lr: 0.002398 loss: 0.2009 (0.2115) loss_rec_all: 0.2268 (0.2371) loss_rec_sfr: 0.2915 (0.3287) loss_cl: -0.2796 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [01:07:04.178476] Epoch: [55] [ 460/2904] eta: 0:31:57 lr: 0.002398 loss: 0.2003 (0.2113) loss_rec_all: 0.2263 (0.2369) loss_rec_sfr: 0.2904 (0.3281) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [01:07:19.115242] Epoch: [55] [ 480/2904] eta: 0:31:38 lr: 0.002398 loss: 0.2002 (0.2114) loss_rec_all: 0.2258 (0.2370) loss_rec_sfr: 0.2863 (0.3281) loss_cl: -0.2783 (-0.2787) time: 0.7468 data: 0.0002 max mem: 29860 [01:07:34.040747] Epoch: [55] [ 500/2904] eta: 0:31:19 lr: 0.002398 loss: 0.2014 (0.2115) loss_rec_all: 0.2275 (0.2370) loss_rec_sfr: 0.2940 (0.3280) loss_cl: -0.2789 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [01:07:48.959070] Epoch: [55] [ 520/2904] eta: 0:31:00 lr: 0.002398 loss: 0.2043 (0.2115) loss_rec_all: 0.2299 (0.2371) loss_rec_sfr: 0.3121 (0.3282) loss_cl: -0.2789 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [01:08:03.878513] Epoch: [55] [ 540/2904] eta: 0:30:41 lr: 0.002398 loss: 0.2061 (0.2120) loss_rec_all: 0.2315 (0.2376) loss_rec_sfr: 0.3187 (0.3295) loss_cl: -0.2791 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [01:08:18.793370] Epoch: [55] [ 560/2904] eta: 0:30:23 lr: 0.002398 loss: 0.1999 (0.2120) loss_rec_all: 0.2256 (0.2376) loss_rec_sfr: 0.2935 (0.3294) loss_cl: -0.2781 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [01:08:33.715450] Epoch: [55] [ 580/2904] eta: 0:30:05 lr: 0.002398 loss: 0.1991 (0.2118) loss_rec_all: 0.2247 (0.2374) loss_rec_sfr: 0.3184 (0.3293) loss_cl: -0.2788 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [01:08:48.634636] Epoch: [55] [ 600/2904] eta: 0:29:47 lr: 0.002398 loss: 0.1989 (0.2118) loss_rec_all: 0.2249 (0.2373) loss_rec_sfr: 0.2885 (0.3288) loss_cl: -0.2780 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [01:09:03.555329] Epoch: [55] [ 620/2904] eta: 0:29:29 lr: 0.002398 loss: 0.2032 (0.2117) loss_rec_all: 0.2286 (0.2373) loss_rec_sfr: 0.2895 (0.3283) loss_cl: -0.2785 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [01:09:18.472439] Epoch: [55] [ 640/2904] eta: 0:29:11 lr: 0.002398 loss: 0.1975 (0.2117) loss_rec_all: 0.2235 (0.2373) loss_rec_sfr: 0.3259 (0.3285) loss_cl: -0.2802 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [01:09:33.393440] Epoch: [55] [ 660/2904] eta: 0:28:54 lr: 0.002398 loss: 0.2075 (0.2120) loss_rec_all: 0.2329 (0.2376) loss_rec_sfr: 0.3375 (0.3296) loss_cl: -0.2796 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [01:09:48.318019] Epoch: [55] [ 680/2904] eta: 0:28:37 lr: 0.002398 loss: 0.2004 (0.2121) loss_rec_all: 0.2263 (0.2376) loss_rec_sfr: 0.2859 (0.3296) loss_cl: -0.2781 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [01:10:03.240705] Epoch: [55] [ 700/2904] eta: 0:28:20 lr: 0.002398 loss: 0.2011 (0.2120) loss_rec_all: 0.2263 (0.2375) loss_rec_sfr: 0.2957 (0.3293) loss_cl: -0.2781 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [01:10:18.158884] Epoch: [55] [ 720/2904] eta: 0:28:03 lr: 0.002398 loss: 0.2039 (0.2121) loss_rec_all: 0.2301 (0.2377) loss_rec_sfr: 0.2826 (0.3295) loss_cl: -0.2791 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [01:10:33.076980] Epoch: [55] [ 740/2904] eta: 0:27:46 lr: 0.002398 loss: 0.1998 (0.2120) loss_rec_all: 0.2256 (0.2376) loss_rec_sfr: 0.3108 (0.3293) loss_cl: -0.2796 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [01:10:47.991829] Epoch: [55] [ 760/2904] eta: 0:27:29 lr: 0.002398 loss: 0.2028 (0.2120) loss_rec_all: 0.2284 (0.2376) loss_rec_sfr: 0.2971 (0.3293) loss_cl: -0.2787 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [01:11:02.907623] Epoch: [55] [ 780/2904] eta: 0:27:12 lr: 0.002398 loss: 0.2009 (0.2119) loss_rec_all: 0.2271 (0.2375) loss_rec_sfr: 0.2943 (0.3290) loss_cl: -0.2780 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [01:11:17.825096] Epoch: [55] [ 800/2904] eta: 0:26:56 lr: 0.002398 loss: 0.2054 (0.2120) loss_rec_all: 0.2310 (0.2376) loss_rec_sfr: 0.3205 (0.3292) loss_cl: -0.2798 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [01:11:32.744584] Epoch: [55] [ 820/2904] eta: 0:26:39 lr: 0.002398 loss: 0.2033 (0.2120) loss_rec_all: 0.2295 (0.2376) loss_rec_sfr: 0.2836 (0.3290) loss_cl: -0.2785 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [01:11:47.663966] Epoch: [55] [ 840/2904] eta: 0:26:23 lr: 0.002398 loss: 0.2032 (0.2119) loss_rec_all: 0.2287 (0.2375) loss_rec_sfr: 0.3258 (0.3288) loss_cl: -0.2791 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [01:12:02.587144] Epoch: [55] [ 860/2904] eta: 0:26:07 lr: 0.002398 loss: 0.1997 (0.2119) loss_rec_all: 0.2254 (0.2374) loss_rec_sfr: 0.2924 (0.3286) loss_cl: -0.2796 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [01:12:17.503229] Epoch: [55] [ 880/2904] eta: 0:25:50 lr: 0.002398 loss: 0.2045 (0.2119) loss_rec_all: 0.2301 (0.2375) loss_rec_sfr: 0.3183 (0.3289) loss_cl: -0.2783 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [01:12:32.415998] Epoch: [55] [ 900/2904] eta: 0:25:34 lr: 0.002398 loss: 0.1979 (0.2119) loss_rec_all: 0.2237 (0.2374) loss_rec_sfr: 0.3200 (0.3288) loss_cl: -0.2783 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [01:12:47.338972] Epoch: [55] [ 920/2904] eta: 0:25:18 lr: 0.002398 loss: 0.2040 (0.2120) loss_rec_all: 0.2297 (0.2375) loss_rec_sfr: 0.2954 (0.3289) loss_cl: -0.2779 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [01:13:02.259611] Epoch: [55] [ 940/2904] eta: 0:25:02 lr: 0.002398 loss: 0.2002 (0.2120) loss_rec_all: 0.2264 (0.2375) loss_rec_sfr: 0.2828 (0.3288) loss_cl: -0.2786 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [01:13:17.175403] Epoch: [55] [ 960/2904] eta: 0:24:46 lr: 0.002398 loss: 0.1993 (0.2118) loss_rec_all: 0.2251 (0.2373) loss_rec_sfr: 0.2819 (0.3281) loss_cl: -0.2785 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [01:13:32.104218] Epoch: [55] [ 980/2904] eta: 0:24:30 lr: 0.002398 loss: 0.2043 (0.2120) loss_rec_all: 0.2299 (0.2375) loss_rec_sfr: 0.3293 (0.3287) loss_cl: -0.2798 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [01:13:47.024802] Epoch: [55] [1000/2904] eta: 0:24:14 lr: 0.002398 loss: 0.1994 (0.2119) loss_rec_all: 0.2254 (0.2374) loss_rec_sfr: 0.2928 (0.3284) loss_cl: -0.2795 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [01:14:01.941402] Epoch: [55] [1020/2904] eta: 0:23:58 lr: 0.002398 loss: 0.2053 (0.2119) loss_rec_all: 0.2307 (0.2375) loss_rec_sfr: 0.3151 (0.3285) loss_cl: -0.2794 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [01:14:16.863022] Epoch: [55] [1040/2904] eta: 0:23:42 lr: 0.002398 loss: 0.1988 (0.2118) loss_rec_all: 0.2249 (0.2374) loss_rec_sfr: 0.2902 (0.3281) loss_cl: -0.2789 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [01:14:31.783913] Epoch: [55] [1060/2904] eta: 0:23:26 lr: 0.002398 loss: 0.2037 (0.2120) loss_rec_all: 0.2292 (0.2375) loss_rec_sfr: 0.3189 (0.3286) loss_cl: -0.2785 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [01:14:46.701508] Epoch: [55] [1080/2904] eta: 0:23:10 lr: 0.002398 loss: 0.2010 (0.2120) loss_rec_all: 0.2265 (0.2376) loss_rec_sfr: 0.3232 (0.3288) loss_cl: -0.2790 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [01:15:01.621353] Epoch: [55] [1100/2904] eta: 0:22:54 lr: 0.002398 loss: 0.2000 (0.2119) loss_rec_all: 0.2264 (0.2374) loss_rec_sfr: 0.3139 (0.3286) loss_cl: -0.2796 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [01:15:16.544168] Epoch: [55] [1120/2904] eta: 0:22:39 lr: 0.002398 loss: 0.2054 (0.2119) loss_rec_all: 0.2312 (0.2375) loss_rec_sfr: 0.3134 (0.3289) loss_cl: -0.2788 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [01:15:31.463256] Epoch: [55] [1140/2904] eta: 0:22:23 lr: 0.002398 loss: 0.2048 (0.2119) loss_rec_all: 0.2302 (0.2375) loss_rec_sfr: 0.3214 (0.3290) loss_cl: -0.2785 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [01:15:46.383501] Epoch: [55] [1160/2904] eta: 0:22:07 lr: 0.002398 loss: 0.2014 (0.2120) loss_rec_all: 0.2274 (0.2375) loss_rec_sfr: 0.3188 (0.3291) loss_cl: -0.2782 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [01:16:01.299962] Epoch: [55] [1180/2904] eta: 0:21:52 lr: 0.002398 loss: 0.2001 (0.2118) loss_rec_all: 0.2262 (0.2374) loss_rec_sfr: 0.2793 (0.3285) loss_cl: -0.2785 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [01:16:16.218451] Epoch: [55] [1200/2904] eta: 0:21:36 lr: 0.002398 loss: 0.2028 (0.2118) loss_rec_all: 0.2287 (0.2373) loss_rec_sfr: 0.3168 (0.3283) loss_cl: -0.2794 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [01:16:31.134285] Epoch: [55] [1220/2904] eta: 0:21:20 lr: 0.002398 loss: 0.2011 (0.2117) loss_rec_all: 0.2267 (0.2372) loss_rec_sfr: 0.3271 (0.3282) loss_cl: -0.2790 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [01:16:46.054298] Epoch: [55] [1240/2904] eta: 0:21:05 lr: 0.002398 loss: 0.2061 (0.2116) loss_rec_all: 0.2314 (0.2372) loss_rec_sfr: 0.2986 (0.3279) loss_cl: -0.2787 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [01:17:00.976657] Epoch: [55] [1260/2904] eta: 0:20:49 lr: 0.002398 loss: 0.2046 (0.2117) loss_rec_all: 0.2302 (0.2373) loss_rec_sfr: 0.3248 (0.3280) loss_cl: -0.2789 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [01:17:15.898333] Epoch: [55] [1280/2904] eta: 0:20:34 lr: 0.002398 loss: 0.2033 (0.2117) loss_rec_all: 0.2289 (0.2373) loss_rec_sfr: 0.3298 (0.3281) loss_cl: -0.2781 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [01:17:30.818003] Epoch: [55] [1300/2904] eta: 0:20:18 lr: 0.002398 loss: 0.2003 (0.2117) loss_rec_all: 0.2266 (0.2372) loss_rec_sfr: 0.2856 (0.3281) loss_cl: -0.2802 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [01:17:45.741320] Epoch: [55] [1320/2904] eta: 0:20:03 lr: 0.002398 loss: 0.1993 (0.2116) loss_rec_all: 0.2253 (0.2371) loss_rec_sfr: 0.3129 (0.3279) loss_cl: -0.2789 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [01:18:00.662868] Epoch: [55] [1340/2904] eta: 0:19:47 lr: 0.002398 loss: 0.2033 (0.2115) loss_rec_all: 0.2287 (0.2371) loss_rec_sfr: 0.2873 (0.3277) loss_cl: -0.2788 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [01:18:15.578642] Epoch: [55] [1360/2904] eta: 0:19:32 lr: 0.002398 loss: 0.2047 (0.2116) loss_rec_all: 0.2303 (0.2372) loss_rec_sfr: 0.3228 (0.3282) loss_cl: -0.2785 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [01:18:30.496218] Epoch: [55] [1380/2904] eta: 0:19:16 lr: 0.002398 loss: 0.2005 (0.2116) loss_rec_all: 0.2265 (0.2372) loss_rec_sfr: 0.3091 (0.3281) loss_cl: -0.2785 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [01:18:45.410014] Epoch: [55] [1400/2904] eta: 0:19:01 lr: 0.002398 loss: 0.2046 (0.2117) loss_rec_all: 0.2307 (0.2373) loss_rec_sfr: 0.3131 (0.3285) loss_cl: -0.2799 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [01:19:00.325047] Epoch: [55] [1420/2904] eta: 0:18:45 lr: 0.002398 loss: 0.2008 (0.2116) loss_rec_all: 0.2264 (0.2372) loss_rec_sfr: 0.2958 (0.3282) loss_cl: -0.2796 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [01:19:15.247008] Epoch: [55] [1440/2904] eta: 0:18:30 lr: 0.002398 loss: 0.1990 (0.2116) loss_rec_all: 0.2248 (0.2371) loss_rec_sfr: 0.3053 (0.3280) loss_cl: -0.2794 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [01:19:30.163603] Epoch: [55] [1460/2904] eta: 0:18:14 lr: 0.002398 loss: 0.1988 (0.2115) loss_rec_all: 0.2247 (0.2370) loss_rec_sfr: 0.3199 (0.3279) loss_cl: -0.2785 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [01:19:45.080875] Epoch: [55] [1480/2904] eta: 0:17:59 lr: 0.002398 loss: 0.2077 (0.2116) loss_rec_all: 0.2333 (0.2371) loss_rec_sfr: 0.3222 (0.3283) loss_cl: -0.2783 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [01:20:00.000209] Epoch: [55] [1500/2904] eta: 0:17:44 lr: 0.002398 loss: 0.2025 (0.2117) loss_rec_all: 0.2285 (0.2372) loss_rec_sfr: 0.2934 (0.3285) loss_cl: -0.2782 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [01:20:14.923247] Epoch: [55] [1520/2904] eta: 0:17:28 lr: 0.002398 loss: 0.2000 (0.2117) loss_rec_all: 0.2263 (0.2372) loss_rec_sfr: 0.2950 (0.3283) loss_cl: -0.2792 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [01:20:29.845568] Epoch: [55] [1540/2904] eta: 0:17:13 lr: 0.002398 loss: 0.2059 (0.2118) loss_rec_all: 0.2314 (0.2373) loss_rec_sfr: 0.3303 (0.3286) loss_cl: -0.2793 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [01:20:44.767255] Epoch: [55] [1560/2904] eta: 0:16:57 lr: 0.002398 loss: 0.2012 (0.2118) loss_rec_all: 0.2270 (0.2374) loss_rec_sfr: 0.3114 (0.3288) loss_cl: -0.2790 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [01:20:59.685142] Epoch: [55] [1580/2904] eta: 0:16:42 lr: 0.002398 loss: 0.2059 (0.2119) loss_rec_all: 0.2314 (0.2375) loss_rec_sfr: 0.3268 (0.3291) loss_cl: -0.2777 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [01:21:14.603473] Epoch: [55] [1600/2904] eta: 0:16:27 lr: 0.002398 loss: 0.2013 (0.2119) loss_rec_all: 0.2268 (0.2375) loss_rec_sfr: 0.2955 (0.3290) loss_cl: -0.2780 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [01:21:29.522420] Epoch: [55] [1620/2904] eta: 0:16:11 lr: 0.002398 loss: 0.2031 (0.2119) loss_rec_all: 0.2292 (0.2375) loss_rec_sfr: 0.2980 (0.3292) loss_cl: -0.2785 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [01:21:44.439531] Epoch: [55] [1640/2904] eta: 0:15:56 lr: 0.002398 loss: 0.2027 (0.2119) loss_rec_all: 0.2282 (0.2375) loss_rec_sfr: 0.3168 (0.3292) loss_cl: -0.2790 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [01:21:59.359762] Epoch: [55] [1660/2904] eta: 0:15:41 lr: 0.002398 loss: 0.2069 (0.2120) loss_rec_all: 0.2323 (0.2376) loss_rec_sfr: 0.3309 (0.3295) loss_cl: -0.2793 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [01:22:14.278435] Epoch: [55] [1680/2904] eta: 0:15:26 lr: 0.002398 loss: 0.1993 (0.2121) loss_rec_all: 0.2255 (0.2376) loss_rec_sfr: 0.2843 (0.3295) loss_cl: -0.2797 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [01:22:29.192890] Epoch: [55] [1700/2904] eta: 0:15:10 lr: 0.002398 loss: 0.2004 (0.2120) loss_rec_all: 0.2263 (0.2376) loss_rec_sfr: 0.2834 (0.3292) loss_cl: -0.2790 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [01:22:44.110399] Epoch: [55] [1720/2904] eta: 0:14:55 lr: 0.002398 loss: 0.2006 (0.2119) loss_rec_all: 0.2261 (0.2374) loss_rec_sfr: 0.2851 (0.3289) loss_cl: -0.2780 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [01:22:59.031995] Epoch: [55] [1740/2904] eta: 0:14:40 lr: 0.002398 loss: 0.2005 (0.2118) loss_rec_all: 0.2260 (0.2374) loss_rec_sfr: 0.2954 (0.3287) loss_cl: -0.2787 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [01:23:13.949005] Epoch: [55] [1760/2904] eta: 0:14:24 lr: 0.002398 loss: 0.1995 (0.2118) loss_rec_all: 0.2256 (0.2374) loss_rec_sfr: 0.2869 (0.3285) loss_cl: -0.2797 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [01:23:28.868248] Epoch: [55] [1780/2904] eta: 0:14:09 lr: 0.002398 loss: 0.2029 (0.2119) loss_rec_all: 0.2286 (0.2374) loss_rec_sfr: 0.2831 (0.3285) loss_cl: -0.2787 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [01:23:43.791929] Epoch: [55] [1800/2904] eta: 0:13:54 lr: 0.002397 loss: 0.2029 (0.2118) loss_rec_all: 0.2283 (0.2374) loss_rec_sfr: 0.2970 (0.3283) loss_cl: -0.2783 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [01:23:58.707079] Epoch: [55] [1820/2904] eta: 0:13:39 lr: 0.002397 loss: 0.2018 (0.2118) loss_rec_all: 0.2277 (0.2374) loss_rec_sfr: 0.3065 (0.3283) loss_cl: -0.2795 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [01:24:13.627603] Epoch: [55] [1840/2904] eta: 0:13:23 lr: 0.002397 loss: 0.2034 (0.2119) loss_rec_all: 0.2288 (0.2374) loss_rec_sfr: 0.3285 (0.3285) loss_cl: -0.2783 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [01:24:28.549669] Epoch: [55] [1860/2904] eta: 0:13:08 lr: 0.002397 loss: 0.2088 (0.2120) loss_rec_all: 0.2341 (0.2375) loss_rec_sfr: 0.3173 (0.3288) loss_cl: -0.2780 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [01:24:43.467882] Epoch: [55] [1880/2904] eta: 0:12:53 lr: 0.002397 loss: 0.2033 (0.2119) loss_rec_all: 0.2288 (0.2375) loss_rec_sfr: 0.2851 (0.3286) loss_cl: -0.2783 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [01:24:58.386090] Epoch: [55] [1900/2904] eta: 0:12:38 lr: 0.002397 loss: 0.2014 (0.2119) loss_rec_all: 0.2272 (0.2375) loss_rec_sfr: 0.3056 (0.3285) loss_cl: -0.2790 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [01:25:13.308763] Epoch: [55] [1920/2904] eta: 0:12:23 lr: 0.002397 loss: 0.2028 (0.2119) loss_rec_all: 0.2288 (0.2375) loss_rec_sfr: 0.2946 (0.3285) loss_cl: -0.2788 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [01:25:28.236058] Epoch: [55] [1940/2904] eta: 0:12:07 lr: 0.002397 loss: 0.2051 (0.2119) loss_rec_all: 0.2313 (0.2375) loss_rec_sfr: 0.3000 (0.3285) loss_cl: -0.2795 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [01:25:43.159967] Epoch: [55] [1960/2904] eta: 0:11:52 lr: 0.002397 loss: 0.2062 (0.2120) loss_rec_all: 0.2319 (0.2375) loss_rec_sfr: 0.3284 (0.3286) loss_cl: -0.2787 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [01:25:58.083327] Epoch: [55] [1980/2904] eta: 0:11:37 lr: 0.002397 loss: 0.2057 (0.2120) loss_rec_all: 0.2308 (0.2375) loss_rec_sfr: 0.2929 (0.3285) loss_cl: -0.2779 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [01:26:13.002327] Epoch: [55] [2000/2904] eta: 0:11:22 lr: 0.002397 loss: 0.2021 (0.2120) loss_rec_all: 0.2281 (0.2375) loss_rec_sfr: 0.2964 (0.3285) loss_cl: -0.2788 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [01:26:27.924516] Epoch: [55] [2020/2904] eta: 0:11:07 lr: 0.002397 loss: 0.2031 (0.2120) loss_rec_all: 0.2288 (0.2376) loss_rec_sfr: 0.3072 (0.3286) loss_cl: -0.2791 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [01:26:42.838978] Epoch: [55] [2040/2904] eta: 0:10:52 lr: 0.002397 loss: 0.1993 (0.2120) loss_rec_all: 0.2255 (0.2376) loss_rec_sfr: 0.2895 (0.3285) loss_cl: -0.2784 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [01:26:57.757684] Epoch: [55] [2060/2904] eta: 0:10:36 lr: 0.002397 loss: 0.2033 (0.2120) loss_rec_all: 0.2287 (0.2375) loss_rec_sfr: 0.3065 (0.3285) loss_cl: -0.2780 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [01:27:12.674944] Epoch: [55] [2080/2904] eta: 0:10:21 lr: 0.002397 loss: 0.1997 (0.2120) loss_rec_all: 0.2254 (0.2376) loss_rec_sfr: 0.2980 (0.3285) loss_cl: -0.2788 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [01:27:27.589915] Epoch: [55] [2100/2904] eta: 0:10:06 lr: 0.002397 loss: 0.2004 (0.2120) loss_rec_all: 0.2261 (0.2376) loss_rec_sfr: 0.3106 (0.3285) loss_cl: -0.2795 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [01:27:42.503502] Epoch: [55] [2120/2904] eta: 0:09:51 lr: 0.002397 loss: 0.2027 (0.2120) loss_rec_all: 0.2287 (0.2376) loss_rec_sfr: 0.2884 (0.3285) loss_cl: -0.2800 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [01:27:57.422196] Epoch: [55] [2140/2904] eta: 0:09:36 lr: 0.002397 loss: 0.2008 (0.2121) loss_rec_all: 0.2265 (0.2376) loss_rec_sfr: 0.3163 (0.3286) loss_cl: -0.2787 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [01:28:12.457821] Epoch: [55] [2160/2904] eta: 0:09:21 lr: 0.002397 loss: 0.2030 (0.2121) loss_rec_all: 0.2285 (0.2377) loss_rec_sfr: 0.3152 (0.3288) loss_cl: -0.2784 (-0.2787) time: 0.7517 data: 0.0002 max mem: 29860 [01:28:27.370569] Epoch: [55] [2180/2904] eta: 0:09:06 lr: 0.002397 loss: 0.2008 (0.2120) loss_rec_all: 0.2264 (0.2376) loss_rec_sfr: 0.3260 (0.3288) loss_cl: -0.2789 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [01:28:42.286259] Epoch: [55] [2200/2904] eta: 0:08:50 lr: 0.002397 loss: 0.2045 (0.2121) loss_rec_all: 0.2301 (0.2376) loss_rec_sfr: 0.2886 (0.3288) loss_cl: -0.2789 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [01:28:57.200224] Epoch: [55] [2220/2904] eta: 0:08:35 lr: 0.002397 loss: 0.2039 (0.2120) loss_rec_all: 0.2298 (0.2376) loss_rec_sfr: 0.2912 (0.3285) loss_cl: -0.2785 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [01:29:12.126851] Epoch: [55] [2240/2904] eta: 0:08:20 lr: 0.002397 loss: 0.1999 (0.2120) loss_rec_all: 0.2260 (0.2375) loss_rec_sfr: 0.2746 (0.3282) loss_cl: -0.2797 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [01:29:27.045944] Epoch: [55] [2260/2904] eta: 0:08:05 lr: 0.002397 loss: 0.2036 (0.2120) loss_rec_all: 0.2291 (0.2376) loss_rec_sfr: 0.3191 (0.3284) loss_cl: -0.2785 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [01:29:41.961492] Epoch: [55] [2280/2904] eta: 0:07:50 lr: 0.002397 loss: 0.2058 (0.2121) loss_rec_all: 0.2314 (0.2376) loss_rec_sfr: 0.3327 (0.3285) loss_cl: -0.2790 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [01:29:56.876216] Epoch: [55] [2300/2904] eta: 0:07:35 lr: 0.002397 loss: 0.2022 (0.2122) loss_rec_all: 0.2281 (0.2377) loss_rec_sfr: 0.3350 (0.3289) loss_cl: -0.2793 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [01:30:11.796183] Epoch: [55] [2320/2904] eta: 0:07:20 lr: 0.002397 loss: 0.2025 (0.2123) loss_rec_all: 0.2287 (0.2378) loss_rec_sfr: 0.3320 (0.3292) loss_cl: -0.2781 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [01:30:26.715851] Epoch: [55] [2340/2904] eta: 0:07:05 lr: 0.002397 loss: 0.2036 (0.2122) loss_rec_all: 0.2291 (0.2378) loss_rec_sfr: 0.2954 (0.3290) loss_cl: -0.2786 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [01:30:41.636993] Epoch: [55] [2360/2904] eta: 0:06:49 lr: 0.002397 loss: 0.2055 (0.2122) loss_rec_all: 0.2314 (0.2378) loss_rec_sfr: 0.2952 (0.3289) loss_cl: -0.2784 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [01:30:56.556168] Epoch: [55] [2380/2904] eta: 0:06:34 lr: 0.002397 loss: 0.2082 (0.2123) loss_rec_all: 0.2341 (0.2378) loss_rec_sfr: 0.2979 (0.3290) loss_cl: -0.2784 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [01:31:11.479831] Epoch: [55] [2400/2904] eta: 0:06:19 lr: 0.002397 loss: 0.2035 (0.2123) loss_rec_all: 0.2291 (0.2378) loss_rec_sfr: 0.3178 (0.3291) loss_cl: -0.2787 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [01:31:26.403058] Epoch: [55] [2420/2904] eta: 0:06:04 lr: 0.002397 loss: 0.1982 (0.2123) loss_rec_all: 0.2242 (0.2378) loss_rec_sfr: 0.2857 (0.3290) loss_cl: -0.2798 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [01:31:41.315475] Epoch: [55] [2440/2904] eta: 0:05:49 lr: 0.002397 loss: 0.2016 (0.2123) loss_rec_all: 0.2275 (0.2379) loss_rec_sfr: 0.3000 (0.3291) loss_cl: -0.2792 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [01:31:56.231928] Epoch: [55] [2460/2904] eta: 0:05:34 lr: 0.002397 loss: 0.2021 (0.2123) loss_rec_all: 0.2281 (0.2379) loss_rec_sfr: 0.2909 (0.3290) loss_cl: -0.2792 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [01:32:11.145424] Epoch: [55] [2480/2904] eta: 0:05:19 lr: 0.002397 loss: 0.2019 (0.2124) loss_rec_all: 0.2274 (0.2379) loss_rec_sfr: 0.3308 (0.3293) loss_cl: -0.2790 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [01:32:26.067610] Epoch: [55] [2500/2904] eta: 0:05:04 lr: 0.002397 loss: 0.1988 (0.2124) loss_rec_all: 0.2248 (0.2379) loss_rec_sfr: 0.3238 (0.3294) loss_cl: -0.2785 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [01:32:40.983725] Epoch: [55] [2520/2904] eta: 0:04:49 lr: 0.002397 loss: 0.2000 (0.2123) loss_rec_all: 0.2256 (0.2379) loss_rec_sfr: 0.2917 (0.3292) loss_cl: -0.2786 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [01:32:55.902807] Epoch: [55] [2540/2904] eta: 0:04:34 lr: 0.002397 loss: 0.2034 (0.2123) loss_rec_all: 0.2288 (0.2379) loss_rec_sfr: 0.2858 (0.3292) loss_cl: -0.2785 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [01:33:10.823045] Epoch: [55] [2560/2904] eta: 0:04:19 lr: 0.002397 loss: 0.2038 (0.2124) loss_rec_all: 0.2299 (0.2380) loss_rec_sfr: 0.3151 (0.3294) loss_cl: -0.2791 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [01:33:25.741869] Epoch: [55] [2580/2904] eta: 0:04:03 lr: 0.002397 loss: 0.2011 (0.2124) loss_rec_all: 0.2270 (0.2379) loss_rec_sfr: 0.2886 (0.3293) loss_cl: -0.2782 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [01:33:40.660799] Epoch: [55] [2600/2904] eta: 0:03:48 lr: 0.002397 loss: 0.2071 (0.2124) loss_rec_all: 0.2332 (0.2380) loss_rec_sfr: 0.2902 (0.3293) loss_cl: -0.2782 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [01:33:55.581664] Epoch: [55] [2620/2904] eta: 0:03:33 lr: 0.002397 loss: 0.2015 (0.2123) loss_rec_all: 0.2270 (0.2379) loss_rec_sfr: 0.3176 (0.3291) loss_cl: -0.2789 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [01:34:10.505772] Epoch: [55] [2640/2904] eta: 0:03:18 lr: 0.002397 loss: 0.2021 (0.2123) loss_rec_all: 0.2274 (0.2379) loss_rec_sfr: 0.2945 (0.3290) loss_cl: -0.2789 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [01:34:25.425965] Epoch: [55] [2660/2904] eta: 0:03:03 lr: 0.002397 loss: 0.2018 (0.2123) loss_rec_all: 0.2272 (0.2378) loss_rec_sfr: 0.2961 (0.3289) loss_cl: -0.2787 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [01:34:40.348537] Epoch: [55] [2680/2904] eta: 0:02:48 lr: 0.002397 loss: 0.2024 (0.2123) loss_rec_all: 0.2285 (0.2379) loss_rec_sfr: 0.2949 (0.3290) loss_cl: -0.2784 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [01:34:55.268195] Epoch: [55] [2700/2904] eta: 0:02:33 lr: 0.002397 loss: 0.1970 (0.2123) loss_rec_all: 0.2224 (0.2378) loss_rec_sfr: 0.3233 (0.3290) loss_cl: -0.2782 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [01:35:10.187879] Epoch: [55] [2720/2904] eta: 0:02:18 lr: 0.002397 loss: 0.2024 (0.2122) loss_rec_all: 0.2280 (0.2378) loss_rec_sfr: 0.2900 (0.3288) loss_cl: -0.2787 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [01:35:25.108270] Epoch: [55] [2740/2904] eta: 0:02:03 lr: 0.002397 loss: 0.2051 (0.2123) loss_rec_all: 0.2309 (0.2379) loss_rec_sfr: 0.3255 (0.3291) loss_cl: -0.2790 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [01:35:40.027793] Epoch: [55] [2760/2904] eta: 0:01:48 lr: 0.002397 loss: 0.2022 (0.2123) loss_rec_all: 0.2276 (0.2379) loss_rec_sfr: 0.3186 (0.3292) loss_cl: -0.2786 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [01:35:54.948016] Epoch: [55] [2780/2904] eta: 0:01:33 lr: 0.002397 loss: 0.2009 (0.2123) loss_rec_all: 0.2271 (0.2379) loss_rec_sfr: 0.3179 (0.3292) loss_cl: -0.2785 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [01:36:09.869218] Epoch: [55] [2800/2904] eta: 0:01:18 lr: 0.002397 loss: 0.1994 (0.2123) loss_rec_all: 0.2251 (0.2379) loss_rec_sfr: 0.3136 (0.3292) loss_cl: -0.2789 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [01:36:24.783604] Epoch: [55] [2820/2904] eta: 0:01:03 lr: 0.002397 loss: 0.2020 (0.2122) loss_rec_all: 0.2280 (0.2378) loss_rec_sfr: 0.2951 (0.3290) loss_cl: -0.2788 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [01:36:39.730444] Epoch: [55] [2840/2904] eta: 0:00:48 lr: 0.002397 loss: 0.2045 (0.2122) loss_rec_all: 0.2301 (0.2378) loss_rec_sfr: 0.2991 (0.3290) loss_cl: -0.2793 (-0.2787) time: 0.7473 data: 0.0023 max mem: 29860 [01:36:54.635727] Epoch: [55] [2860/2904] eta: 0:00:33 lr: 0.002397 loss: 0.2014 (0.2122) loss_rec_all: 0.2273 (0.2378) loss_rec_sfr: 0.2932 (0.3289) loss_cl: -0.2795 (-0.2787) time: 0.7452 data: 0.0001 max mem: 29860 [01:37:09.546156] Epoch: [55] [2880/2904] eta: 0:00:18 lr: 0.002397 loss: 0.2056 (0.2122) loss_rec_all: 0.2312 (0.2378) loss_rec_sfr: 0.3002 (0.3289) loss_cl: -0.2785 (-0.2787) time: 0.7455 data: 0.0001 max mem: 29860 [01:37:24.449913] Epoch: [55] [2900/2904] eta: 0:00:03 lr: 0.002397 loss: 0.2100 (0.2123) loss_rec_all: 0.2360 (0.2378) loss_rec_sfr: 0.2910 (0.3290) loss_cl: -0.2792 (-0.2787) time: 0.7452 data: 0.0001 max mem: 29860 [01:37:26.692827] Epoch: [55] [2903/2904] eta: 0:00:00 lr: 0.002397 loss: 0.2100 (0.2123) loss_rec_all: 0.2360 (0.2379) loss_rec_sfr: 0.2910 (0.3291) loss_cl: -0.2787 (-0.2787) time: 0.7451 data: 0.0001 max mem: 29860 [01:37:28.786924] Epoch: [55] Total time: 0:36:26 (0.7529 s / it) [01:37:28.800163] Averaged stats: lr: 0.002397 loss: 0.2100 (0.2150) loss_rec_all: 0.2360 (0.2383) loss_rec_sfr: 0.2910 (0.3292) loss_cl: -0.2787 (-0.2554) [01:37:28.804800] log_dir: ./checkpoint/VF2_ViT-B [01:37:46.443588] Epoch: [56] [ 0/2904] eta: 14:13:40 lr: 0.002397 loss: 0.1998 (0.1998) loss_rec_all: 0.2253 (0.2253) loss_rec_sfr: 0.3302 (0.3302) loss_cl: -0.2781 (-0.2781) time: 17.6378 data: 14.9956 max mem: 29860 [01:38:03.672299] Epoch: [56] [ 20/2904] eta: 1:19:48 lr: 0.002397 loss: 0.2010 (0.2144) loss_rec_all: 0.2263 (0.2399) loss_rec_sfr: 0.3056 (0.3333) loss_cl: -0.2778 (-0.2779) time: 0.8614 data: 0.0002 max mem: 29860 [01:38:18.551764] Epoch: [56] [ 40/2904] eta: 0:57:54 lr: 0.002397 loss: 0.2011 (0.2094) loss_rec_all: 0.2268 (0.2350) loss_rec_sfr: 0.2877 (0.3147) loss_cl: -0.2780 (-0.2780) time: 0.7439 data: 0.0002 max mem: 29860 [01:38:33.451769] Epoch: [56] [ 60/2904] eta: 0:50:13 lr: 0.002397 loss: 0.2040 (0.2127) loss_rec_all: 0.2296 (0.2382) loss_rec_sfr: 0.2960 (0.3257) loss_cl: -0.2790 (-0.2783) time: 0.7450 data: 0.0002 max mem: 29860 [01:38:48.345344] Epoch: [56] [ 80/2904] eta: 0:46:12 lr: 0.002397 loss: 0.2031 (0.2135) loss_rec_all: 0.2293 (0.2390) loss_rec_sfr: 0.2944 (0.3268) loss_cl: -0.2795 (-0.2786) time: 0.7446 data: 0.0002 max mem: 29860 [01:39:03.253649] Epoch: [56] [ 100/2904] eta: 0:43:41 lr: 0.002397 loss: 0.2029 (0.2138) loss_rec_all: 0.2289 (0.2394) loss_rec_sfr: 0.2830 (0.3257) loss_cl: -0.2789 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [01:39:18.171730] Epoch: [56] [ 120/2904] eta: 0:41:56 lr: 0.002397 loss: 0.1988 (0.2131) loss_rec_all: 0.2244 (0.2387) loss_rec_sfr: 0.3237 (0.3257) loss_cl: -0.2786 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [01:39:33.120386] Epoch: [56] [ 140/2904] eta: 0:40:36 lr: 0.002397 loss: 0.2034 (0.2137) loss_rec_all: 0.2294 (0.2393) loss_rec_sfr: 0.3226 (0.3284) loss_cl: -0.2789 (-0.2787) time: 0.7474 data: 0.0002 max mem: 29860 [01:39:48.046011] Epoch: [56] [ 160/2904] eta: 0:39:33 lr: 0.002397 loss: 0.2004 (0.2130) loss_rec_all: 0.2260 (0.2386) loss_rec_sfr: 0.2936 (0.3260) loss_cl: -0.2784 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [01:40:02.973563] Epoch: [56] [ 180/2904] eta: 0:38:40 lr: 0.002397 loss: 0.2023 (0.2138) loss_rec_all: 0.2283 (0.2394) loss_rec_sfr: 0.2921 (0.3280) loss_cl: -0.2785 (-0.2787) time: 0.7463 data: 0.0003 max mem: 29860 [01:40:17.900261] Epoch: [56] [ 200/2904] eta: 0:37:54 lr: 0.002397 loss: 0.2043 (0.2142) loss_rec_all: 0.2303 (0.2398) loss_rec_sfr: 0.3228 (0.3296) loss_cl: -0.2785 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [01:40:32.822491] Epoch: [56] [ 220/2904] eta: 0:37:14 lr: 0.002397 loss: 0.2025 (0.2144) loss_rec_all: 0.2285 (0.2400) loss_rec_sfr: 0.3028 (0.3300) loss_cl: -0.2792 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [01:40:47.742853] Epoch: [56] [ 240/2904] eta: 0:36:38 lr: 0.002397 loss: 0.2003 (0.2141) loss_rec_all: 0.2263 (0.2396) loss_rec_sfr: 0.3210 (0.3309) loss_cl: -0.2790 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [01:41:02.665367] Epoch: [56] [ 260/2904] eta: 0:36:06 lr: 0.002397 loss: 0.2018 (0.2148) loss_rec_all: 0.2273 (0.2403) loss_rec_sfr: 0.3037 (0.3328) loss_cl: -0.2783 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [01:41:17.590233] Epoch: [56] [ 280/2904] eta: 0:35:36 lr: 0.002397 loss: 0.2015 (0.2145) loss_rec_all: 0.2273 (0.2401) loss_rec_sfr: 0.2873 (0.3318) loss_cl: -0.2782 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [01:41:32.523997] Epoch: [56] [ 300/2904] eta: 0:35:08 lr: 0.002397 loss: 0.2020 (0.2141) loss_rec_all: 0.2275 (0.2396) loss_rec_sfr: 0.2935 (0.3302) loss_cl: -0.2783 (-0.2786) time: 0.7466 data: 0.0002 max mem: 29860 [01:41:47.453053] Epoch: [56] [ 320/2904] eta: 0:34:41 lr: 0.002397 loss: 0.1995 (0.2143) loss_rec_all: 0.2250 (0.2399) loss_rec_sfr: 0.3221 (0.3319) loss_cl: -0.2787 (-0.2786) time: 0.7464 data: 0.0002 max mem: 29860 [01:42:02.389989] Epoch: [56] [ 340/2904] eta: 0:34:16 lr: 0.002397 loss: 0.1968 (0.2142) loss_rec_all: 0.2221 (0.2397) loss_rec_sfr: 0.2837 (0.3312) loss_cl: -0.2780 (-0.2786) time: 0.7468 data: 0.0002 max mem: 29860 [01:42:17.311692] Epoch: [56] [ 360/2904] eta: 0:33:53 lr: 0.002397 loss: 0.2100 (0.2144) loss_rec_all: 0.2355 (0.2399) loss_rec_sfr: 0.2928 (0.3314) loss_cl: -0.2799 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [01:42:32.234448] Epoch: [56] [ 380/2904] eta: 0:33:30 lr: 0.002397 loss: 0.2081 (0.2144) loss_rec_all: 0.2334 (0.2400) loss_rec_sfr: 0.3093 (0.3315) loss_cl: -0.2791 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [01:42:47.153235] Epoch: [56] [ 400/2904] eta: 0:33:07 lr: 0.002397 loss: 0.2003 (0.2149) loss_rec_all: 0.2260 (0.2404) loss_rec_sfr: 0.3002 (0.3326) loss_cl: -0.2803 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [01:43:02.074324] Epoch: [56] [ 420/2904] eta: 0:32:46 lr: 0.002397 loss: 0.1979 (0.2146) loss_rec_all: 0.2239 (0.2402) loss_rec_sfr: 0.2883 (0.3317) loss_cl: -0.2778 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [01:43:17.000613] Epoch: [56] [ 440/2904] eta: 0:32:25 lr: 0.002397 loss: 0.2055 (0.2143) loss_rec_all: 0.2309 (0.2399) loss_rec_sfr: 0.3001 (0.3306) loss_cl: -0.2788 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [01:43:31.923505] Epoch: [56] [ 460/2904] eta: 0:32:04 lr: 0.002397 loss: 0.2081 (0.2144) loss_rec_all: 0.2338 (0.2400) loss_rec_sfr: 0.3080 (0.3310) loss_cl: -0.2779 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [01:43:46.845374] Epoch: [56] [ 480/2904] eta: 0:31:45 lr: 0.002397 loss: 0.2042 (0.2143) loss_rec_all: 0.2293 (0.2399) loss_rec_sfr: 0.3132 (0.3310) loss_cl: -0.2778 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [01:44:01.766370] Epoch: [56] [ 500/2904] eta: 0:31:25 lr: 0.002397 loss: 0.2004 (0.2142) loss_rec_all: 0.2260 (0.2397) loss_rec_sfr: 0.2952 (0.3308) loss_cl: -0.2777 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [01:44:16.688918] Epoch: [56] [ 520/2904] eta: 0:31:06 lr: 0.002397 loss: 0.1991 (0.2143) loss_rec_all: 0.2248 (0.2398) loss_rec_sfr: 0.3226 (0.3315) loss_cl: -0.2816 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [01:44:31.613901] Epoch: [56] [ 540/2904] eta: 0:30:47 lr: 0.002397 loss: 0.2041 (0.2140) loss_rec_all: 0.2293 (0.2396) loss_rec_sfr: 0.2971 (0.3304) loss_cl: -0.2785 (-0.2787) time: 0.7462 data: 0.0003 max mem: 29860 [01:44:46.534493] Epoch: [56] [ 560/2904] eta: 0:30:28 lr: 0.002397 loss: 0.2049 (0.2142) loss_rec_all: 0.2301 (0.2397) loss_rec_sfr: 0.2895 (0.3306) loss_cl: -0.2769 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [01:45:01.455489] Epoch: [56] [ 580/2904] eta: 0:30:10 lr: 0.002397 loss: 0.1986 (0.2139) loss_rec_all: 0.2245 (0.2395) loss_rec_sfr: 0.2900 (0.3296) loss_cl: -0.2783 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [01:45:16.375978] Epoch: [56] [ 600/2904] eta: 0:29:52 lr: 0.002397 loss: 0.2011 (0.2139) loss_rec_all: 0.2267 (0.2395) loss_rec_sfr: 0.3151 (0.3299) loss_cl: -0.2803 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [01:45:31.297193] Epoch: [56] [ 620/2904] eta: 0:29:34 lr: 0.002397 loss: 0.1969 (0.2137) loss_rec_all: 0.2230 (0.2392) loss_rec_sfr: 0.3125 (0.3294) loss_cl: -0.2788 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [01:45:46.219243] Epoch: [56] [ 640/2904] eta: 0:29:16 lr: 0.002397 loss: 0.1976 (0.2133) loss_rec_all: 0.2231 (0.2389) loss_rec_sfr: 0.2815 (0.3284) loss_cl: -0.2789 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [01:46:01.139413] Epoch: [56] [ 660/2904] eta: 0:28:59 lr: 0.002397 loss: 0.2023 (0.2135) loss_rec_all: 0.2278 (0.2390) loss_rec_sfr: 0.2955 (0.3287) loss_cl: -0.2778 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [01:46:16.056534] Epoch: [56] [ 680/2904] eta: 0:28:41 lr: 0.002397 loss: 0.2063 (0.2136) loss_rec_all: 0.2323 (0.2392) loss_rec_sfr: 0.2967 (0.3289) loss_cl: -0.2780 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [01:46:30.974242] Epoch: [56] [ 700/2904] eta: 0:28:24 lr: 0.002397 loss: 0.2018 (0.2135) loss_rec_all: 0.2275 (0.2390) loss_rec_sfr: 0.3092 (0.3286) loss_cl: -0.2784 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [01:46:45.890974] Epoch: [56] [ 720/2904] eta: 0:28:07 lr: 0.002397 loss: 0.1988 (0.2132) loss_rec_all: 0.2249 (0.2388) loss_rec_sfr: 0.2960 (0.3280) loss_cl: -0.2790 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [01:47:00.806845] Epoch: [56] [ 740/2904] eta: 0:27:50 lr: 0.002397 loss: 0.2027 (0.2133) loss_rec_all: 0.2283 (0.2389) loss_rec_sfr: 0.3281 (0.3286) loss_cl: -0.2784 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [01:47:15.730853] Epoch: [56] [ 760/2904] eta: 0:27:33 lr: 0.002397 loss: 0.1995 (0.2132) loss_rec_all: 0.2252 (0.2388) loss_rec_sfr: 0.3294 (0.3287) loss_cl: -0.2791 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [01:47:30.657600] Epoch: [56] [ 780/2904] eta: 0:27:16 lr: 0.002397 loss: 0.2006 (0.2133) loss_rec_all: 0.2267 (0.2388) loss_rec_sfr: 0.3160 (0.3289) loss_cl: -0.2791 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [01:47:45.573376] Epoch: [56] [ 800/2904] eta: 0:26:59 lr: 0.002397 loss: 0.1981 (0.2131) loss_rec_all: 0.2238 (0.2387) loss_rec_sfr: 0.3233 (0.3287) loss_cl: -0.2791 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [01:48:00.493236] Epoch: [56] [ 820/2904] eta: 0:26:43 lr: 0.002397 loss: 0.2044 (0.2131) loss_rec_all: 0.2301 (0.2387) loss_rec_sfr: 0.3088 (0.3287) loss_cl: -0.2791 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [01:48:15.413213] Epoch: [56] [ 840/2904] eta: 0:26:26 lr: 0.002397 loss: 0.2014 (0.2130) loss_rec_all: 0.2273 (0.2385) loss_rec_sfr: 0.2920 (0.3285) loss_cl: -0.2788 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [01:48:30.338309] Epoch: [56] [ 860/2904] eta: 0:26:10 lr: 0.002397 loss: 0.1993 (0.2129) loss_rec_all: 0.2250 (0.2385) loss_rec_sfr: 0.3045 (0.3284) loss_cl: -0.2784 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [01:48:45.255960] Epoch: [56] [ 880/2904] eta: 0:25:53 lr: 0.002397 loss: 0.2028 (0.2130) loss_rec_all: 0.2286 (0.2385) loss_rec_sfr: 0.3307 (0.3288) loss_cl: -0.2790 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [01:49:00.306639] Epoch: [56] [ 900/2904] eta: 0:25:37 lr: 0.002397 loss: 0.2004 (0.2129) loss_rec_all: 0.2260 (0.2385) loss_rec_sfr: 0.2876 (0.3285) loss_cl: -0.2791 (-0.2787) time: 0.7525 data: 0.0002 max mem: 29860 [01:49:15.230626] Epoch: [56] [ 920/2904] eta: 0:25:21 lr: 0.002397 loss: 0.2019 (0.2129) loss_rec_all: 0.2274 (0.2385) loss_rec_sfr: 0.3003 (0.3286) loss_cl: -0.2787 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [01:49:30.154271] Epoch: [56] [ 940/2904] eta: 0:25:05 lr: 0.002397 loss: 0.2012 (0.2128) loss_rec_all: 0.2273 (0.2383) loss_rec_sfr: 0.3074 (0.3282) loss_cl: -0.2784 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [01:49:45.077266] Epoch: [56] [ 960/2904] eta: 0:24:49 lr: 0.002397 loss: 0.2032 (0.2128) loss_rec_all: 0.2290 (0.2383) loss_rec_sfr: 0.2937 (0.3281) loss_cl: -0.2791 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [01:50:00.003147] Epoch: [56] [ 980/2904] eta: 0:24:33 lr: 0.002397 loss: 0.2018 (0.2126) loss_rec_all: 0.2280 (0.2382) loss_rec_sfr: 0.2777 (0.3274) loss_cl: -0.2793 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [01:50:14.932071] Epoch: [56] [1000/2904] eta: 0:24:17 lr: 0.002397 loss: 0.1998 (0.2126) loss_rec_all: 0.2254 (0.2381) loss_rec_sfr: 0.3251 (0.3275) loss_cl: -0.2786 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [01:50:29.868036] Epoch: [56] [1020/2904] eta: 0:24:01 lr: 0.002397 loss: 0.2050 (0.2127) loss_rec_all: 0.2304 (0.2383) loss_rec_sfr: 0.2949 (0.3277) loss_cl: -0.2786 (-0.2787) time: 0.7468 data: 0.0002 max mem: 29860 [01:50:44.802167] Epoch: [56] [1040/2904] eta: 0:23:45 lr: 0.002397 loss: 0.2001 (0.2125) loss_rec_all: 0.2260 (0.2381) loss_rec_sfr: 0.3104 (0.3273) loss_cl: -0.2804 (-0.2787) time: 0.7467 data: 0.0002 max mem: 29860 [01:50:59.727591] Epoch: [56] [1060/2904] eta: 0:23:29 lr: 0.002397 loss: 0.1990 (0.2124) loss_rec_all: 0.2252 (0.2380) loss_rec_sfr: 0.3137 (0.3272) loss_cl: -0.2796 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [01:51:14.652807] Epoch: [56] [1080/2904] eta: 0:23:13 lr: 0.002397 loss: 0.2025 (0.2124) loss_rec_all: 0.2285 (0.2379) loss_rec_sfr: 0.2900 (0.3270) loss_cl: -0.2790 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [01:51:29.582318] Epoch: [56] [1100/2904] eta: 0:22:57 lr: 0.002397 loss: 0.2001 (0.2123) loss_rec_all: 0.2262 (0.2379) loss_rec_sfr: 0.2947 (0.3267) loss_cl: -0.2789 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [01:51:44.507696] Epoch: [56] [1120/2904] eta: 0:22:41 lr: 0.002397 loss: 0.2034 (0.2125) loss_rec_all: 0.2295 (0.2381) loss_rec_sfr: 0.3209 (0.3270) loss_cl: -0.2790 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [01:51:59.440633] Epoch: [56] [1140/2904] eta: 0:22:25 lr: 0.002397 loss: 0.1991 (0.2124) loss_rec_all: 0.2251 (0.2379) loss_rec_sfr: 0.2815 (0.3265) loss_cl: -0.2790 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [01:52:14.361208] Epoch: [56] [1160/2904] eta: 0:22:10 lr: 0.002397 loss: 0.1981 (0.2123) loss_rec_all: 0.2240 (0.2379) loss_rec_sfr: 0.3039 (0.3263) loss_cl: -0.2784 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [01:52:29.279315] Epoch: [56] [1180/2904] eta: 0:21:54 lr: 0.002397 loss: 0.2046 (0.2123) loss_rec_all: 0.2301 (0.2379) loss_rec_sfr: 0.2940 (0.3263) loss_cl: -0.2782 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [01:52:44.195377] Epoch: [56] [1200/2904] eta: 0:21:38 lr: 0.002397 loss: 0.2008 (0.2123) loss_rec_all: 0.2265 (0.2379) loss_rec_sfr: 0.3182 (0.3264) loss_cl: -0.2780 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [01:52:59.112181] Epoch: [56] [1220/2904] eta: 0:21:23 lr: 0.002397 loss: 0.2002 (0.2122) loss_rec_all: 0.2257 (0.2378) loss_rec_sfr: 0.2920 (0.3263) loss_cl: -0.2787 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [01:53:14.035666] Epoch: [56] [1240/2904] eta: 0:21:07 lr: 0.002397 loss: 0.2021 (0.2121) loss_rec_all: 0.2276 (0.2377) loss_rec_sfr: 0.3031 (0.3259) loss_cl: -0.2795 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [01:53:28.957457] Epoch: [56] [1260/2904] eta: 0:20:51 lr: 0.002397 loss: 0.2001 (0.2120) loss_rec_all: 0.2261 (0.2376) loss_rec_sfr: 0.2811 (0.3255) loss_cl: -0.2794 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [01:53:43.882132] Epoch: [56] [1280/2904] eta: 0:20:36 lr: 0.002397 loss: 0.1943 (0.2118) loss_rec_all: 0.2205 (0.2374) loss_rec_sfr: 0.2746 (0.3251) loss_cl: -0.2785 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [01:53:58.803288] Epoch: [56] [1300/2904] eta: 0:20:20 lr: 0.002397 loss: 0.2065 (0.2120) loss_rec_all: 0.2324 (0.2375) loss_rec_sfr: 0.3279 (0.3255) loss_cl: -0.2778 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [01:54:13.725151] Epoch: [56] [1320/2904] eta: 0:20:04 lr: 0.002397 loss: 0.1997 (0.2119) loss_rec_all: 0.2259 (0.2375) loss_rec_sfr: 0.3235 (0.3255) loss_cl: -0.2796 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [01:54:28.648823] Epoch: [56] [1340/2904] eta: 0:19:49 lr: 0.002397 loss: 0.1999 (0.2119) loss_rec_all: 0.2260 (0.2375) loss_rec_sfr: 0.2842 (0.3255) loss_cl: -0.2801 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [01:54:43.569182] Epoch: [56] [1360/2904] eta: 0:19:33 lr: 0.002397 loss: 0.2025 (0.2120) loss_rec_all: 0.2285 (0.2376) loss_rec_sfr: 0.3154 (0.3258) loss_cl: -0.2782 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [01:54:58.488359] Epoch: [56] [1380/2904] eta: 0:19:18 lr: 0.002397 loss: 0.2055 (0.2121) loss_rec_all: 0.2310 (0.2377) loss_rec_sfr: 0.3211 (0.3261) loss_cl: -0.2779 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [01:55:13.409339] Epoch: [56] [1400/2904] eta: 0:19:02 lr: 0.002397 loss: 0.1997 (0.2121) loss_rec_all: 0.2252 (0.2377) loss_rec_sfr: 0.3271 (0.3263) loss_cl: -0.2777 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [01:55:28.329647] Epoch: [56] [1420/2904] eta: 0:18:47 lr: 0.002397 loss: 0.1997 (0.2120) loss_rec_all: 0.2253 (0.2376) loss_rec_sfr: 0.3223 (0.3262) loss_cl: -0.2790 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [01:55:43.254057] Epoch: [56] [1440/2904] eta: 0:18:31 lr: 0.002397 loss: 0.2005 (0.2119) loss_rec_all: 0.2266 (0.2375) loss_rec_sfr: 0.2964 (0.3260) loss_cl: -0.2802 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [01:55:58.176207] Epoch: [56] [1460/2904] eta: 0:18:16 lr: 0.002397 loss: 0.2024 (0.2119) loss_rec_all: 0.2277 (0.2375) loss_rec_sfr: 0.3228 (0.3260) loss_cl: -0.2791 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [01:56:13.093743] Epoch: [56] [1480/2904] eta: 0:18:00 lr: 0.002397 loss: 0.2012 (0.2118) loss_rec_all: 0.2266 (0.2374) loss_rec_sfr: 0.2998 (0.3259) loss_cl: -0.2777 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [01:56:28.014863] Epoch: [56] [1500/2904] eta: 0:17:45 lr: 0.002397 loss: 0.1955 (0.2117) loss_rec_all: 0.2215 (0.2373) loss_rec_sfr: 0.2780 (0.3255) loss_cl: -0.2788 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [01:56:42.941209] Epoch: [56] [1520/2904] eta: 0:17:30 lr: 0.002397 loss: 0.2035 (0.2118) loss_rec_all: 0.2290 (0.2374) loss_rec_sfr: 0.3171 (0.3258) loss_cl: -0.2790 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [01:56:57.868154] Epoch: [56] [1540/2904] eta: 0:17:14 lr: 0.002397 loss: 0.2010 (0.2119) loss_rec_all: 0.2266 (0.2374) loss_rec_sfr: 0.3203 (0.3262) loss_cl: -0.2790 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [01:57:12.789839] Epoch: [56] [1560/2904] eta: 0:16:59 lr: 0.002397 loss: 0.1999 (0.2117) loss_rec_all: 0.2254 (0.2373) loss_rec_sfr: 0.2994 (0.3259) loss_cl: -0.2793 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [01:57:27.710063] Epoch: [56] [1580/2904] eta: 0:16:43 lr: 0.002397 loss: 0.2015 (0.2117) loss_rec_all: 0.2274 (0.2373) loss_rec_sfr: 0.3233 (0.3260) loss_cl: -0.2794 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [01:57:42.634333] Epoch: [56] [1600/2904] eta: 0:16:28 lr: 0.002397 loss: 0.2037 (0.2117) loss_rec_all: 0.2294 (0.2372) loss_rec_sfr: 0.2877 (0.3257) loss_cl: -0.2787 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [01:57:57.550826] Epoch: [56] [1620/2904] eta: 0:16:13 lr: 0.002397 loss: 0.2018 (0.2117) loss_rec_all: 0.2273 (0.2373) loss_rec_sfr: 0.3030 (0.3259) loss_cl: -0.2782 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [01:58:12.479593] Epoch: [56] [1640/2904] eta: 0:15:57 lr: 0.002397 loss: 0.2005 (0.2117) loss_rec_all: 0.2260 (0.2373) loss_rec_sfr: 0.2892 (0.3257) loss_cl: -0.2786 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [01:58:27.400991] Epoch: [56] [1660/2904] eta: 0:15:42 lr: 0.002397 loss: 0.2007 (0.2117) loss_rec_all: 0.2265 (0.2372) loss_rec_sfr: 0.3031 (0.3257) loss_cl: -0.2797 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [01:58:42.324391] Epoch: [56] [1680/2904] eta: 0:15:27 lr: 0.002397 loss: 0.1981 (0.2116) loss_rec_all: 0.2236 (0.2372) loss_rec_sfr: 0.2959 (0.3255) loss_cl: -0.2796 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [01:58:57.242532] Epoch: [56] [1700/2904] eta: 0:15:11 lr: 0.002397 loss: 0.1998 (0.2115) loss_rec_all: 0.2256 (0.2371) loss_rec_sfr: 0.2942 (0.3253) loss_cl: -0.2790 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [01:59:12.163158] Epoch: [56] [1720/2904] eta: 0:14:56 lr: 0.002397 loss: 0.2027 (0.2116) loss_rec_all: 0.2283 (0.2372) loss_rec_sfr: 0.3386 (0.3257) loss_cl: -0.2787 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [01:59:27.085817] Epoch: [56] [1740/2904] eta: 0:14:41 lr: 0.002397 loss: 0.1986 (0.2116) loss_rec_all: 0.2248 (0.2372) loss_rec_sfr: 0.2879 (0.3255) loss_cl: -0.2796 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [01:59:42.004392] Epoch: [56] [1760/2904] eta: 0:14:26 lr: 0.002397 loss: 0.1971 (0.2115) loss_rec_all: 0.2233 (0.2371) loss_rec_sfr: 0.2850 (0.3253) loss_cl: -0.2792 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [01:59:56.923921] Epoch: [56] [1780/2904] eta: 0:14:10 lr: 0.002397 loss: 0.1989 (0.2115) loss_rec_all: 0.2251 (0.2371) loss_rec_sfr: 0.3035 (0.3252) loss_cl: -0.2792 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [02:00:11.842662] Epoch: [56] [1800/2904] eta: 0:13:55 lr: 0.002397 loss: 0.2025 (0.2114) loss_rec_all: 0.2279 (0.2370) loss_rec_sfr: 0.2874 (0.3250) loss_cl: -0.2791 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [02:00:26.759779] Epoch: [56] [1820/2904] eta: 0:13:40 lr: 0.002397 loss: 0.1980 (0.2114) loss_rec_all: 0.2240 (0.2369) loss_rec_sfr: 0.3107 (0.3249) loss_cl: -0.2790 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [02:00:41.676263] Epoch: [56] [1840/2904] eta: 0:13:24 lr: 0.002397 loss: 0.2009 (0.2114) loss_rec_all: 0.2268 (0.2370) loss_rec_sfr: 0.2907 (0.3250) loss_cl: -0.2794 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [02:00:56.590585] Epoch: [56] [1860/2904] eta: 0:13:09 lr: 0.002397 loss: 0.1997 (0.2113) loss_rec_all: 0.2254 (0.2369) loss_rec_sfr: 0.3218 (0.3250) loss_cl: -0.2793 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [02:01:11.504204] Epoch: [56] [1880/2904] eta: 0:12:54 lr: 0.002397 loss: 0.1987 (0.2112) loss_rec_all: 0.2248 (0.2368) loss_rec_sfr: 0.2870 (0.3247) loss_cl: -0.2803 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [02:01:26.425242] Epoch: [56] [1900/2904] eta: 0:12:39 lr: 0.002397 loss: 0.2061 (0.2114) loss_rec_all: 0.2316 (0.2369) loss_rec_sfr: 0.3128 (0.3251) loss_cl: -0.2771 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [02:01:41.342183] Epoch: [56] [1920/2904] eta: 0:12:23 lr: 0.002397 loss: 0.2019 (0.2114) loss_rec_all: 0.2276 (0.2370) loss_rec_sfr: 0.2886 (0.3252) loss_cl: -0.2794 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [02:01:56.256753] Epoch: [56] [1940/2904] eta: 0:12:08 lr: 0.002397 loss: 0.2046 (0.2115) loss_rec_all: 0.2301 (0.2371) loss_rec_sfr: 0.2982 (0.3254) loss_cl: -0.2785 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [02:02:11.179318] Epoch: [56] [1960/2904] eta: 0:11:53 lr: 0.002397 loss: 0.2068 (0.2116) loss_rec_all: 0.2324 (0.2372) loss_rec_sfr: 0.3359 (0.3260) loss_cl: -0.2789 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [02:02:26.107299] Epoch: [56] [1980/2904] eta: 0:11:38 lr: 0.002397 loss: 0.2013 (0.2116) loss_rec_all: 0.2274 (0.2372) loss_rec_sfr: 0.2847 (0.3258) loss_cl: -0.2791 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [02:02:41.033088] Epoch: [56] [2000/2904] eta: 0:11:23 lr: 0.002397 loss: 0.2004 (0.2115) loss_rec_all: 0.2259 (0.2371) loss_rec_sfr: 0.2909 (0.3257) loss_cl: -0.2786 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [02:02:55.960634] Epoch: [56] [2020/2904] eta: 0:11:07 lr: 0.002397 loss: 0.2000 (0.2115) loss_rec_all: 0.2261 (0.2371) loss_rec_sfr: 0.2839 (0.3256) loss_cl: -0.2788 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [02:03:10.882118] Epoch: [56] [2040/2904] eta: 0:10:52 lr: 0.002397 loss: 0.2020 (0.2116) loss_rec_all: 0.2275 (0.2372) loss_rec_sfr: 0.3036 (0.3256) loss_cl: -0.2785 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [02:03:25.800619] Epoch: [56] [2060/2904] eta: 0:10:37 lr: 0.002397 loss: 0.2075 (0.2116) loss_rec_all: 0.2333 (0.2372) loss_rec_sfr: 0.2989 (0.3258) loss_cl: -0.2783 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [02:03:40.718330] Epoch: [56] [2080/2904] eta: 0:10:22 lr: 0.002397 loss: 0.2000 (0.2116) loss_rec_all: 0.2254 (0.2372) loss_rec_sfr: 0.3205 (0.3258) loss_cl: -0.2786 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [02:03:55.632245] Epoch: [56] [2100/2904] eta: 0:10:07 lr: 0.002397 loss: 0.2000 (0.2116) loss_rec_all: 0.2259 (0.2372) loss_rec_sfr: 0.2948 (0.3258) loss_cl: -0.2791 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [02:04:10.548432] Epoch: [56] [2120/2904] eta: 0:09:52 lr: 0.002397 loss: 0.2044 (0.2117) loss_rec_all: 0.2298 (0.2373) loss_rec_sfr: 0.3216 (0.3261) loss_cl: -0.2786 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [02:04:25.461733] Epoch: [56] [2140/2904] eta: 0:09:36 lr: 0.002397 loss: 0.2039 (0.2117) loss_rec_all: 0.2300 (0.2373) loss_rec_sfr: 0.2937 (0.3261) loss_cl: -0.2792 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [02:04:40.378987] Epoch: [56] [2160/2904] eta: 0:09:21 lr: 0.002397 loss: 0.2047 (0.2118) loss_rec_all: 0.2306 (0.2374) loss_rec_sfr: 0.2929 (0.3263) loss_cl: -0.2796 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [02:04:55.298410] Epoch: [56] [2180/2904] eta: 0:09:06 lr: 0.002397 loss: 0.2013 (0.2118) loss_rec_all: 0.2274 (0.2374) loss_rec_sfr: 0.2923 (0.3263) loss_cl: -0.2793 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [02:05:10.215038] Epoch: [56] [2200/2904] eta: 0:08:51 lr: 0.002397 loss: 0.1992 (0.2118) loss_rec_all: 0.2254 (0.2374) loss_rec_sfr: 0.2795 (0.3261) loss_cl: -0.2789 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [02:05:25.131958] Epoch: [56] [2220/2904] eta: 0:08:36 lr: 0.002397 loss: 0.1989 (0.2118) loss_rec_all: 0.2248 (0.2374) loss_rec_sfr: 0.3250 (0.3263) loss_cl: -0.2778 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [02:05:40.050862] Epoch: [56] [2240/2904] eta: 0:08:21 lr: 0.002397 loss: 0.2016 (0.2118) loss_rec_all: 0.2275 (0.2374) loss_rec_sfr: 0.2891 (0.3262) loss_cl: -0.2787 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [02:05:54.967466] Epoch: [56] [2260/2904] eta: 0:08:05 lr: 0.002397 loss: 0.1994 (0.2118) loss_rec_all: 0.2250 (0.2374) loss_rec_sfr: 0.2926 (0.3261) loss_cl: -0.2793 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [02:06:09.885895] Epoch: [56] [2280/2904] eta: 0:07:50 lr: 0.002397 loss: 0.2003 (0.2117) loss_rec_all: 0.2259 (0.2373) loss_rec_sfr: 0.3096 (0.3260) loss_cl: -0.2784 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [02:06:24.802201] Epoch: [56] [2300/2904] eta: 0:07:35 lr: 0.002397 loss: 0.2003 (0.2117) loss_rec_all: 0.2261 (0.2373) loss_rec_sfr: 0.2795 (0.3260) loss_cl: -0.2783 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [02:06:39.722446] Epoch: [56] [2320/2904] eta: 0:07:20 lr: 0.002397 loss: 0.1995 (0.2117) loss_rec_all: 0.2252 (0.2373) loss_rec_sfr: 0.3213 (0.3260) loss_cl: -0.2785 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [02:06:54.636203] Epoch: [56] [2340/2904] eta: 0:07:05 lr: 0.002397 loss: 0.1992 (0.2117) loss_rec_all: 0.2253 (0.2373) loss_rec_sfr: 0.2952 (0.3261) loss_cl: -0.2794 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [02:07:09.556194] Epoch: [56] [2360/2904] eta: 0:06:50 lr: 0.002397 loss: 0.2030 (0.2117) loss_rec_all: 0.2285 (0.2373) loss_rec_sfr: 0.3047 (0.3261) loss_cl: -0.2787 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [02:07:24.473953] Epoch: [56] [2380/2904] eta: 0:06:35 lr: 0.002397 loss: 0.2031 (0.2118) loss_rec_all: 0.2286 (0.2374) loss_rec_sfr: 0.2843 (0.3262) loss_cl: -0.2783 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [02:07:39.391193] Epoch: [56] [2400/2904] eta: 0:06:20 lr: 0.002397 loss: 0.1998 (0.2117) loss_rec_all: 0.2253 (0.2373) loss_rec_sfr: 0.3058 (0.3261) loss_cl: -0.2786 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [02:07:54.313889] Epoch: [56] [2420/2904] eta: 0:06:04 lr: 0.002397 loss: 0.2013 (0.2117) loss_rec_all: 0.2270 (0.2373) loss_rec_sfr: 0.3107 (0.3260) loss_cl: -0.2788 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [02:08:09.242750] Epoch: [56] [2440/2904] eta: 0:05:49 lr: 0.002397 loss: 0.2003 (0.2117) loss_rec_all: 0.2262 (0.2373) loss_rec_sfr: 0.2766 (0.3260) loss_cl: -0.2790 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [02:08:24.164246] Epoch: [56] [2460/2904] eta: 0:05:34 lr: 0.002397 loss: 0.2002 (0.2117) loss_rec_all: 0.2256 (0.2373) loss_rec_sfr: 0.2807 (0.3260) loss_cl: -0.2786 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [02:08:39.093255] Epoch: [56] [2480/2904] eta: 0:05:19 lr: 0.002397 loss: 0.2002 (0.2117) loss_rec_all: 0.2256 (0.2372) loss_rec_sfr: 0.3009 (0.3259) loss_cl: -0.2789 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [02:08:54.018211] Epoch: [56] [2500/2904] eta: 0:05:04 lr: 0.002397 loss: 0.2053 (0.2117) loss_rec_all: 0.2314 (0.2373) loss_rec_sfr: 0.2906 (0.3260) loss_cl: -0.2788 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [02:09:08.943554] Epoch: [56] [2520/2904] eta: 0:04:49 lr: 0.002397 loss: 0.2017 (0.2117) loss_rec_all: 0.2280 (0.2373) loss_rec_sfr: 0.2901 (0.3259) loss_cl: -0.2789 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [02:09:23.866977] Epoch: [56] [2540/2904] eta: 0:04:34 lr: 0.002397 loss: 0.2034 (0.2117) loss_rec_all: 0.2294 (0.2373) loss_rec_sfr: 0.3101 (0.3261) loss_cl: -0.2784 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [02:09:38.786250] Epoch: [56] [2560/2904] eta: 0:04:19 lr: 0.002397 loss: 0.2021 (0.2117) loss_rec_all: 0.2277 (0.2373) loss_rec_sfr: 0.2882 (0.3261) loss_cl: -0.2782 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [02:09:53.700771] Epoch: [56] [2580/2904] eta: 0:04:04 lr: 0.002397 loss: 0.1987 (0.2117) loss_rec_all: 0.2246 (0.2373) loss_rec_sfr: 0.2994 (0.3260) loss_cl: -0.2791 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [02:10:08.614439] Epoch: [56] [2600/2904] eta: 0:03:49 lr: 0.002397 loss: 0.2004 (0.2117) loss_rec_all: 0.2262 (0.2373) loss_rec_sfr: 0.2783 (0.3259) loss_cl: -0.2792 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [02:10:23.530654] Epoch: [56] [2620/2904] eta: 0:03:33 lr: 0.002397 loss: 0.2006 (0.2117) loss_rec_all: 0.2261 (0.2373) loss_rec_sfr: 0.3235 (0.3259) loss_cl: -0.2797 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [02:10:38.463169] Epoch: [56] [2640/2904] eta: 0:03:18 lr: 0.002397 loss: 0.2026 (0.2117) loss_rec_all: 0.2281 (0.2373) loss_rec_sfr: 0.3169 (0.3260) loss_cl: -0.2784 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [02:10:53.389402] Epoch: [56] [2660/2904] eta: 0:03:03 lr: 0.002397 loss: 0.2050 (0.2117) loss_rec_all: 0.2310 (0.2373) loss_rec_sfr: 0.3224 (0.3261) loss_cl: -0.2794 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [02:11:08.312351] Epoch: [56] [2680/2904] eta: 0:02:48 lr: 0.002397 loss: 0.2026 (0.2118) loss_rec_all: 0.2284 (0.2374) loss_rec_sfr: 0.3178 (0.3262) loss_cl: -0.2790 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [02:11:23.231674] Epoch: [56] [2700/2904] eta: 0:02:33 lr: 0.002397 loss: 0.2005 (0.2118) loss_rec_all: 0.2260 (0.2374) loss_rec_sfr: 0.3147 (0.3263) loss_cl: -0.2775 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [02:11:38.153680] Epoch: [56] [2720/2904] eta: 0:02:18 lr: 0.002397 loss: 0.2032 (0.2118) loss_rec_all: 0.2286 (0.2374) loss_rec_sfr: 0.3204 (0.3264) loss_cl: -0.2786 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [02:11:53.070510] Epoch: [56] [2740/2904] eta: 0:02:03 lr: 0.002397 loss: 0.2018 (0.2118) loss_rec_all: 0.2277 (0.2374) loss_rec_sfr: 0.3189 (0.3265) loss_cl: -0.2790 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [02:12:07.990083] Epoch: [56] [2760/2904] eta: 0:01:48 lr: 0.002397 loss: 0.2015 (0.2118) loss_rec_all: 0.2271 (0.2374) loss_rec_sfr: 0.2995 (0.3264) loss_cl: -0.2789 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [02:12:22.911539] Epoch: [56] [2780/2904] eta: 0:01:33 lr: 0.002397 loss: 0.2091 (0.2119) loss_rec_all: 0.2346 (0.2375) loss_rec_sfr: 0.3333 (0.3267) loss_cl: -0.2781 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [02:12:37.834781] Epoch: [56] [2800/2904] eta: 0:01:18 lr: 0.002397 loss: 0.2055 (0.2119) loss_rec_all: 0.2312 (0.2375) loss_rec_sfr: 0.3128 (0.3269) loss_cl: -0.2785 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [02:12:52.752815] Epoch: [56] [2820/2904] eta: 0:01:03 lr: 0.002397 loss: 0.2033 (0.2119) loss_rec_all: 0.2294 (0.2375) loss_rec_sfr: 0.2981 (0.3268) loss_cl: -0.2786 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [02:13:07.703937] Epoch: [56] [2840/2904] eta: 0:00:48 lr: 0.002397 loss: 0.1997 (0.2120) loss_rec_all: 0.2253 (0.2375) loss_rec_sfr: 0.3286 (0.3270) loss_cl: -0.2786 (-0.2787) time: 0.7475 data: 0.0024 max mem: 29860 [02:13:22.610824] Epoch: [56] [2860/2904] eta: 0:00:33 lr: 0.002397 loss: 0.2008 (0.2119) loss_rec_all: 0.2263 (0.2375) loss_rec_sfr: 0.3208 (0.3270) loss_cl: -0.2786 (-0.2787) time: 0.7453 data: 0.0001 max mem: 29860 [02:13:37.520801] Epoch: [56] [2880/2904] eta: 0:00:18 lr: 0.002397 loss: 0.2082 (0.2120) loss_rec_all: 0.2341 (0.2376) loss_rec_sfr: 0.3217 (0.3272) loss_cl: -0.2792 (-0.2787) time: 0.7455 data: 0.0001 max mem: 29860 [02:13:52.426649] Epoch: [56] [2900/2904] eta: 0:00:03 lr: 0.002397 loss: 0.2022 (0.2120) loss_rec_all: 0.2278 (0.2376) loss_rec_sfr: 0.3286 (0.3273) loss_cl: -0.2785 (-0.2787) time: 0.7453 data: 0.0001 max mem: 29860 [02:13:54.669924] Epoch: [56] [2903/2904] eta: 0:00:00 lr: 0.002397 loss: 0.2022 (0.2120) loss_rec_all: 0.2278 (0.2376) loss_rec_sfr: 0.3359 (0.3274) loss_cl: -0.2785 (-0.2787) time: 0.7452 data: 0.0001 max mem: 29860 [02:13:56.790278] Epoch: [56] Total time: 0:36:27 (0.7534 s / it) [02:13:56.791117] Averaged stats: lr: 0.002397 loss: 0.2022 (0.2141) loss_rec_all: 0.2278 (0.2374) loss_rec_sfr: 0.3359 (0.3262) loss_cl: -0.2785 (-0.2554) [02:13:56.795752] log_dir: ./checkpoint/VF2_ViT-B [02:14:15.492487] Epoch: [57] [ 0/2904] eta: 15:04:52 lr: 0.002397 loss: 0.2707 (0.2707) loss_rec_all: 0.2953 (0.2953) loss_rec_sfr: 0.4980 (0.4980) loss_cl: -0.2811 (-0.2811) time: 18.6957 data: 9.4837 max mem: 29860 [02:14:33.003662] Epoch: [57] [ 20/2904] eta: 1:22:52 lr: 0.002397 loss: 0.2018 (0.2143) loss_rec_all: 0.2279 (0.2398) loss_rec_sfr: 0.2927 (0.3291) loss_cl: -0.2787 (-0.2786) time: 0.8755 data: 0.1154 max mem: 29860 [02:14:47.877132] Epoch: [57] [ 40/2904] eta: 0:59:28 lr: 0.002397 loss: 0.2017 (0.2129) loss_rec_all: 0.2276 (0.2384) loss_rec_sfr: 0.3076 (0.3306) loss_cl: -0.2781 (-0.2783) time: 0.7436 data: 0.0002 max mem: 29860 [02:15:02.762943] Epoch: [57] [ 60/2904] eta: 0:51:15 lr: 0.002397 loss: 0.2007 (0.2117) loss_rec_all: 0.2265 (0.2373) loss_rec_sfr: 0.2828 (0.3218) loss_cl: -0.2783 (-0.2783) time: 0.7442 data: 0.0002 max mem: 29860 [02:15:17.685494] Epoch: [57] [ 80/2904] eta: 0:47:00 lr: 0.002397 loss: 0.1984 (0.2110) loss_rec_all: 0.2239 (0.2365) loss_rec_sfr: 0.3172 (0.3216) loss_cl: -0.2785 (-0.2784) time: 0.7461 data: 0.0002 max mem: 29860 [02:15:32.595524] Epoch: [57] [ 100/2904] eta: 0:44:19 lr: 0.002397 loss: 0.1975 (0.2104) loss_rec_all: 0.2232 (0.2360) loss_rec_sfr: 0.3200 (0.3226) loss_cl: -0.2792 (-0.2785) time: 0.7455 data: 0.0002 max mem: 29860 [02:15:47.516340] Epoch: [57] [ 120/2904] eta: 0:42:27 lr: 0.002397 loss: 0.2041 (0.2136) loss_rec_all: 0.2296 (0.2392) loss_rec_sfr: 0.3425 (0.3322) loss_cl: -0.2789 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [02:16:02.446112] Epoch: [57] [ 140/2904] eta: 0:41:02 lr: 0.002397 loss: 0.2001 (0.2128) loss_rec_all: 0.2257 (0.2383) loss_rec_sfr: 0.3196 (0.3308) loss_cl: -0.2779 (-0.2785) time: 0.7464 data: 0.0002 max mem: 29860 [02:16:17.376456] Epoch: [57] [ 160/2904] eta: 0:39:55 lr: 0.002397 loss: 0.2060 (0.2135) loss_rec_all: 0.2315 (0.2391) loss_rec_sfr: 0.3252 (0.3336) loss_cl: -0.2789 (-0.2785) time: 0.7465 data: 0.0002 max mem: 29860 [02:16:32.309820] Epoch: [57] [ 180/2904] eta: 0:39:00 lr: 0.002397 loss: 0.2055 (0.2132) loss_rec_all: 0.2309 (0.2387) loss_rec_sfr: 0.2931 (0.3323) loss_cl: -0.2786 (-0.2785) time: 0.7466 data: 0.0002 max mem: 29860 [02:16:47.249552] Epoch: [57] [ 200/2904] eta: 0:38:12 lr: 0.002397 loss: 0.2047 (0.2136) loss_rec_all: 0.2305 (0.2391) loss_rec_sfr: 0.3207 (0.3341) loss_cl: -0.2794 (-0.2786) time: 0.7469 data: 0.0002 max mem: 29860 [02:17:02.189427] Epoch: [57] [ 220/2904] eta: 0:37:31 lr: 0.002397 loss: 0.2055 (0.2140) loss_rec_all: 0.2316 (0.2395) loss_rec_sfr: 0.2958 (0.3342) loss_cl: -0.2792 (-0.2786) time: 0.7470 data: 0.0002 max mem: 29860 [02:17:17.131587] Epoch: [57] [ 240/2904] eta: 0:36:54 lr: 0.002397 loss: 0.1997 (0.2133) loss_rec_all: 0.2252 (0.2388) loss_rec_sfr: 0.3079 (0.3325) loss_cl: -0.2788 (-0.2786) time: 0.7471 data: 0.0002 max mem: 29860 [02:17:32.074764] Epoch: [57] [ 260/2904] eta: 0:36:20 lr: 0.002397 loss: 0.1977 (0.2133) loss_rec_all: 0.2236 (0.2388) loss_rec_sfr: 0.3034 (0.3323) loss_cl: -0.2778 (-0.2786) time: 0.7471 data: 0.0002 max mem: 29860 [02:17:47.013550] Epoch: [57] [ 280/2904] eta: 0:35:49 lr: 0.002397 loss: 0.1980 (0.2125) loss_rec_all: 0.2241 (0.2380) loss_rec_sfr: 0.2613 (0.3294) loss_cl: -0.2786 (-0.2786) time: 0.7469 data: 0.0002 max mem: 29860 [02:18:01.949576] Epoch: [57] [ 300/2904] eta: 0:35:20 lr: 0.002397 loss: 0.2017 (0.2121) loss_rec_all: 0.2272 (0.2376) loss_rec_sfr: 0.2871 (0.3282) loss_cl: -0.2783 (-0.2785) time: 0.7468 data: 0.0002 max mem: 29860 [02:18:16.882145] Epoch: [57] [ 320/2904] eta: 0:34:53 lr: 0.002397 loss: 0.2000 (0.2121) loss_rec_all: 0.2260 (0.2377) loss_rec_sfr: 0.2883 (0.3280) loss_cl: -0.2793 (-0.2786) time: 0.7466 data: 0.0002 max mem: 29860 [02:18:31.833702] Epoch: [57] [ 340/2904] eta: 0:34:27 lr: 0.002397 loss: 0.2078 (0.2122) loss_rec_all: 0.2335 (0.2377) loss_rec_sfr: 0.2953 (0.3277) loss_cl: -0.2796 (-0.2786) time: 0.7475 data: 0.0002 max mem: 29860 [02:18:46.771514] Epoch: [57] [ 360/2904] eta: 0:34:03 lr: 0.002397 loss: 0.1992 (0.2121) loss_rec_all: 0.2247 (0.2377) loss_rec_sfr: 0.3180 (0.3283) loss_cl: -0.2789 (-0.2787) time: 0.7468 data: 0.0002 max mem: 29860 [02:19:01.856840] Epoch: [57] [ 380/2904] eta: 0:33:40 lr: 0.002397 loss: 0.2009 (0.2119) loss_rec_all: 0.2270 (0.2375) loss_rec_sfr: 0.2887 (0.3273) loss_cl: -0.2783 (-0.2786) time: 0.7542 data: 0.0002 max mem: 29860 [02:19:16.796162] Epoch: [57] [ 400/2904] eta: 0:33:18 lr: 0.002397 loss: 0.2008 (0.2118) loss_rec_all: 0.2268 (0.2374) loss_rec_sfr: 0.2802 (0.3266) loss_cl: -0.2780 (-0.2786) time: 0.7469 data: 0.0002 max mem: 29860 [02:19:31.735037] Epoch: [57] [ 420/2904] eta: 0:32:56 lr: 0.002397 loss: 0.2025 (0.2116) loss_rec_all: 0.2279 (0.2372) loss_rec_sfr: 0.2901 (0.3260) loss_cl: -0.2790 (-0.2786) time: 0.7469 data: 0.0002 max mem: 29860 [02:19:46.671868] Epoch: [57] [ 440/2904] eta: 0:32:34 lr: 0.002397 loss: 0.2020 (0.2118) loss_rec_all: 0.2280 (0.2374) loss_rec_sfr: 0.2889 (0.3261) loss_cl: -0.2799 (-0.2787) time: 0.7468 data: 0.0002 max mem: 29860 [02:20:01.604357] Epoch: [57] [ 460/2904] eta: 0:32:13 lr: 0.002397 loss: 0.2002 (0.2116) loss_rec_all: 0.2262 (0.2372) loss_rec_sfr: 0.2829 (0.3251) loss_cl: -0.2790 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [02:20:16.553044] Epoch: [57] [ 480/2904] eta: 0:31:53 lr: 0.002397 loss: 0.2037 (0.2118) loss_rec_all: 0.2291 (0.2373) loss_rec_sfr: 0.3255 (0.3259) loss_cl: -0.2783 (-0.2786) time: 0.7474 data: 0.0002 max mem: 29860 [02:20:31.492963] Epoch: [57] [ 500/2904] eta: 0:31:33 lr: 0.002397 loss: 0.1996 (0.2115) loss_rec_all: 0.2254 (0.2371) loss_rec_sfr: 0.2922 (0.3253) loss_cl: -0.2786 (-0.2786) time: 0.7470 data: 0.0002 max mem: 29860 [02:20:46.426963] Epoch: [57] [ 520/2904] eta: 0:31:14 lr: 0.002397 loss: 0.1965 (0.2113) loss_rec_all: 0.2225 (0.2369) loss_rec_sfr: 0.2904 (0.3247) loss_cl: -0.2791 (-0.2786) time: 0.7467 data: 0.0002 max mem: 29860 [02:21:01.364131] Epoch: [57] [ 540/2904] eta: 0:30:55 lr: 0.002397 loss: 0.2019 (0.2115) loss_rec_all: 0.2275 (0.2371) loss_rec_sfr: 0.3101 (0.3254) loss_cl: -0.2789 (-0.2786) time: 0.7468 data: 0.0002 max mem: 29860 [02:21:16.294752] Epoch: [57] [ 560/2904] eta: 0:30:36 lr: 0.002397 loss: 0.1997 (0.2113) loss_rec_all: 0.2251 (0.2369) loss_rec_sfr: 0.2874 (0.3246) loss_cl: -0.2788 (-0.2786) time: 0.7465 data: 0.0002 max mem: 29860 [02:21:31.237854] Epoch: [57] [ 580/2904] eta: 0:30:17 lr: 0.002397 loss: 0.1981 (0.2114) loss_rec_all: 0.2237 (0.2370) loss_rec_sfr: 0.3099 (0.3250) loss_cl: -0.2791 (-0.2786) time: 0.7471 data: 0.0002 max mem: 29860 [02:21:46.181160] Epoch: [57] [ 600/2904] eta: 0:29:59 lr: 0.002397 loss: 0.1990 (0.2115) loss_rec_all: 0.2249 (0.2371) loss_rec_sfr: 0.3190 (0.3257) loss_cl: -0.2785 (-0.2786) time: 0.7471 data: 0.0002 max mem: 29860 [02:22:01.120501] Epoch: [57] [ 620/2904] eta: 0:29:41 lr: 0.002397 loss: 0.1987 (0.2116) loss_rec_all: 0.2245 (0.2372) loss_rec_sfr: 0.2920 (0.3260) loss_cl: -0.2792 (-0.2786) time: 0.7469 data: 0.0002 max mem: 29860 [02:22:16.058226] Epoch: [57] [ 640/2904] eta: 0:29:23 lr: 0.002397 loss: 0.2028 (0.2116) loss_rec_all: 0.2283 (0.2372) loss_rec_sfr: 0.2881 (0.3258) loss_cl: -0.2792 (-0.2787) time: 0.7468 data: 0.0002 max mem: 29860 [02:22:30.997566] Epoch: [57] [ 660/2904] eta: 0:29:05 lr: 0.002397 loss: 0.2018 (0.2118) loss_rec_all: 0.2278 (0.2374) loss_rec_sfr: 0.3194 (0.3266) loss_cl: -0.2788 (-0.2787) time: 0.7469 data: 0.0002 max mem: 29860 [02:22:45.917715] Epoch: [57] [ 680/2904] eta: 0:28:47 lr: 0.002397 loss: 0.2025 (0.2120) loss_rec_all: 0.2285 (0.2376) loss_rec_sfr: 0.2929 (0.3269) loss_cl: -0.2781 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [02:23:00.852282] Epoch: [57] [ 700/2904] eta: 0:28:30 lr: 0.002397 loss: 0.2050 (0.2121) loss_rec_all: 0.2305 (0.2377) loss_rec_sfr: 0.3115 (0.3271) loss_cl: -0.2787 (-0.2786) time: 0.7467 data: 0.0002 max mem: 29860 [02:23:15.793681] Epoch: [57] [ 720/2904] eta: 0:28:13 lr: 0.002397 loss: 0.1969 (0.2119) loss_rec_all: 0.2228 (0.2374) loss_rec_sfr: 0.2597 (0.3262) loss_cl: -0.2788 (-0.2786) time: 0.7470 data: 0.0002 max mem: 29860 [02:23:30.727039] Epoch: [57] [ 740/2904] eta: 0:27:56 lr: 0.002397 loss: 0.2008 (0.2119) loss_rec_all: 0.2266 (0.2375) loss_rec_sfr: 0.2896 (0.3263) loss_cl: -0.2795 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [02:23:45.655326] Epoch: [57] [ 760/2904] eta: 0:27:38 lr: 0.002397 loss: 0.2003 (0.2117) loss_rec_all: 0.2262 (0.2373) loss_rec_sfr: 0.2867 (0.3259) loss_cl: -0.2786 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [02:24:00.587946] Epoch: [57] [ 780/2904] eta: 0:27:21 lr: 0.002397 loss: 0.2111 (0.2121) loss_rec_all: 0.2369 (0.2377) loss_rec_sfr: 0.3301 (0.3272) loss_cl: -0.2789 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [02:24:15.527785] Epoch: [57] [ 800/2904] eta: 0:27:05 lr: 0.002397 loss: 0.2024 (0.2122) loss_rec_all: 0.2286 (0.2378) loss_rec_sfr: 0.2912 (0.3272) loss_cl: -0.2784 (-0.2787) time: 0.7470 data: 0.0002 max mem: 29860 [02:24:30.461843] Epoch: [57] [ 820/2904] eta: 0:26:48 lr: 0.002397 loss: 0.2000 (0.2120) loss_rec_all: 0.2256 (0.2376) loss_rec_sfr: 0.2859 (0.3264) loss_cl: -0.2789 (-0.2787) time: 0.7467 data: 0.0002 max mem: 29860 [02:24:45.412052] Epoch: [57] [ 840/2904] eta: 0:26:31 lr: 0.002397 loss: 0.2072 (0.2121) loss_rec_all: 0.2327 (0.2377) loss_rec_sfr: 0.2942 (0.3264) loss_cl: -0.2785 (-0.2787) time: 0.7475 data: 0.0002 max mem: 29860 [02:25:00.348349] Epoch: [57] [ 860/2904] eta: 0:26:15 lr: 0.002397 loss: 0.1978 (0.2121) loss_rec_all: 0.2234 (0.2377) loss_rec_sfr: 0.3274 (0.3267) loss_cl: -0.2788 (-0.2786) time: 0.7468 data: 0.0002 max mem: 29860 [02:25:15.277286] Epoch: [57] [ 880/2904] eta: 0:25:58 lr: 0.002397 loss: 0.1981 (0.2119) loss_rec_all: 0.2235 (0.2375) loss_rec_sfr: 0.2847 (0.3263) loss_cl: -0.2789 (-0.2786) time: 0.7464 data: 0.0002 max mem: 29860 [02:25:30.212883] Epoch: [57] [ 900/2904] eta: 0:25:42 lr: 0.002397 loss: 0.1997 (0.2117) loss_rec_all: 0.2251 (0.2373) loss_rec_sfr: 0.2772 (0.3256) loss_cl: -0.2786 (-0.2786) time: 0.7467 data: 0.0002 max mem: 29860 [02:25:45.144798] Epoch: [57] [ 920/2904] eta: 0:25:25 lr: 0.002397 loss: 0.1964 (0.2117) loss_rec_all: 0.2223 (0.2373) loss_rec_sfr: 0.2800 (0.3254) loss_cl: -0.2788 (-0.2786) time: 0.7466 data: 0.0002 max mem: 29860 [02:26:00.081189] Epoch: [57] [ 940/2904] eta: 0:25:09 lr: 0.002397 loss: 0.2008 (0.2116) loss_rec_all: 0.2264 (0.2372) loss_rec_sfr: 0.3037 (0.3254) loss_cl: -0.2793 (-0.2787) time: 0.7468 data: 0.0002 max mem: 29860 [02:26:15.013372] Epoch: [57] [ 960/2904] eta: 0:24:53 lr: 0.002397 loss: 0.2005 (0.2117) loss_rec_all: 0.2261 (0.2372) loss_rec_sfr: 0.3022 (0.3254) loss_cl: -0.2791 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [02:26:29.951067] Epoch: [57] [ 980/2904] eta: 0:24:37 lr: 0.002397 loss: 0.2004 (0.2116) loss_rec_all: 0.2262 (0.2372) loss_rec_sfr: 0.2858 (0.3252) loss_cl: -0.2792 (-0.2787) time: 0.7468 data: 0.0002 max mem: 29860 [02:26:44.888204] Epoch: [57] [1000/2904] eta: 0:24:20 lr: 0.002397 loss: 0.2030 (0.2117) loss_rec_all: 0.2290 (0.2373) loss_rec_sfr: 0.3317 (0.3255) loss_cl: -0.2787 (-0.2787) time: 0.7468 data: 0.0002 max mem: 29860 [02:26:59.816118] Epoch: [57] [1020/2904] eta: 0:24:04 lr: 0.002397 loss: 0.2027 (0.2119) loss_rec_all: 0.2286 (0.2375) loss_rec_sfr: 0.2958 (0.3261) loss_cl: -0.2780 (-0.2786) time: 0.7464 data: 0.0002 max mem: 29860 [02:27:14.753433] Epoch: [57] [1040/2904] eta: 0:23:48 lr: 0.002397 loss: 0.1992 (0.2118) loss_rec_all: 0.2246 (0.2374) loss_rec_sfr: 0.2808 (0.3257) loss_cl: -0.2783 (-0.2786) time: 0.7468 data: 0.0002 max mem: 29860 [02:27:29.684187] Epoch: [57] [1060/2904] eta: 0:23:32 lr: 0.002397 loss: 0.2043 (0.2120) loss_rec_all: 0.2303 (0.2375) loss_rec_sfr: 0.3238 (0.3264) loss_cl: -0.2788 (-0.2786) time: 0.7465 data: 0.0002 max mem: 29860 [02:27:44.617442] Epoch: [57] [1080/2904] eta: 0:23:16 lr: 0.002397 loss: 0.1992 (0.2119) loss_rec_all: 0.2247 (0.2375) loss_rec_sfr: 0.2912 (0.3263) loss_cl: -0.2787 (-0.2786) time: 0.7466 data: 0.0002 max mem: 29860 [02:27:59.548542] Epoch: [57] [1100/2904] eta: 0:23:00 lr: 0.002397 loss: 0.2040 (0.2121) loss_rec_all: 0.2295 (0.2376) loss_rec_sfr: 0.3329 (0.3269) loss_cl: -0.2782 (-0.2786) time: 0.7465 data: 0.0002 max mem: 29860 [02:28:14.489080] Epoch: [57] [1120/2904] eta: 0:22:44 lr: 0.002397 loss: 0.2006 (0.2118) loss_rec_all: 0.2259 (0.2374) loss_rec_sfr: 0.2801 (0.3261) loss_cl: -0.2780 (-0.2786) time: 0.7470 data: 0.0002 max mem: 29860 [02:28:29.422344] Epoch: [57] [1140/2904] eta: 0:22:29 lr: 0.002397 loss: 0.2050 (0.2118) loss_rec_all: 0.2306 (0.2374) loss_rec_sfr: 0.3185 (0.3263) loss_cl: -0.2789 (-0.2786) time: 0.7466 data: 0.0002 max mem: 29860 [02:28:44.352790] Epoch: [57] [1160/2904] eta: 0:22:13 lr: 0.002397 loss: 0.2050 (0.2119) loss_rec_all: 0.2309 (0.2375) loss_rec_sfr: 0.2997 (0.3264) loss_cl: -0.2791 (-0.2786) time: 0.7465 data: 0.0002 max mem: 29860 [02:28:59.292619] Epoch: [57] [1180/2904] eta: 0:21:57 lr: 0.002397 loss: 0.2011 (0.2118) loss_rec_all: 0.2267 (0.2374) loss_rec_sfr: 0.3232 (0.3264) loss_cl: -0.2791 (-0.2786) time: 0.7469 data: 0.0002 max mem: 29860 [02:29:14.222048] Epoch: [57] [1200/2904] eta: 0:21:41 lr: 0.002397 loss: 0.2002 (0.2118) loss_rec_all: 0.2257 (0.2374) loss_rec_sfr: 0.3127 (0.3266) loss_cl: -0.2783 (-0.2786) time: 0.7464 data: 0.0002 max mem: 29860 [02:29:29.149186] Epoch: [57] [1220/2904] eta: 0:21:25 lr: 0.002397 loss: 0.2007 (0.2118) loss_rec_all: 0.2264 (0.2374) loss_rec_sfr: 0.3125 (0.3266) loss_cl: -0.2782 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [02:29:44.080281] Epoch: [57] [1240/2904] eta: 0:21:10 lr: 0.002397 loss: 0.2007 (0.2118) loss_rec_all: 0.2270 (0.2374) loss_rec_sfr: 0.2853 (0.3266) loss_cl: -0.2794 (-0.2786) time: 0.7465 data: 0.0002 max mem: 29860 [02:29:59.001199] Epoch: [57] [1260/2904] eta: 0:20:54 lr: 0.002397 loss: 0.2042 (0.2119) loss_rec_all: 0.2304 (0.2375) loss_rec_sfr: 0.3074 (0.3268) loss_cl: -0.2796 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [02:30:13.931589] Epoch: [57] [1280/2904] eta: 0:20:38 lr: 0.002397 loss: 0.2056 (0.2119) loss_rec_all: 0.2316 (0.2375) loss_rec_sfr: 0.3139 (0.3267) loss_cl: -0.2790 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [02:30:28.857014] Epoch: [57] [1300/2904] eta: 0:20:23 lr: 0.002397 loss: 0.2034 (0.2119) loss_rec_all: 0.2290 (0.2374) loss_rec_sfr: 0.3089 (0.3266) loss_cl: -0.2781 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [02:30:43.786926] Epoch: [57] [1320/2904] eta: 0:20:07 lr: 0.002397 loss: 0.2012 (0.2119) loss_rec_all: 0.2267 (0.2375) loss_rec_sfr: 0.2922 (0.3267) loss_cl: -0.2782 (-0.2786) time: 0.7465 data: 0.0002 max mem: 29860 [02:30:58.714610] Epoch: [57] [1340/2904] eta: 0:19:51 lr: 0.002397 loss: 0.1989 (0.2118) loss_rec_all: 0.2250 (0.2374) loss_rec_sfr: 0.2797 (0.3263) loss_cl: -0.2786 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [02:31:13.639603] Epoch: [57] [1360/2904] eta: 0:19:36 lr: 0.002397 loss: 0.2040 (0.2119) loss_rec_all: 0.2301 (0.2374) loss_rec_sfr: 0.3290 (0.3267) loss_cl: -0.2787 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [02:31:28.564659] Epoch: [57] [1380/2904] eta: 0:19:20 lr: 0.002397 loss: 0.2027 (0.2119) loss_rec_all: 0.2280 (0.2374) loss_rec_sfr: 0.3149 (0.3267) loss_cl: -0.2786 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [02:31:43.495331] Epoch: [57] [1400/2904] eta: 0:19:05 lr: 0.002397 loss: 0.2013 (0.2118) loss_rec_all: 0.2271 (0.2373) loss_rec_sfr: 0.2822 (0.3263) loss_cl: -0.2781 (-0.2786) time: 0.7465 data: 0.0002 max mem: 29860 [02:31:58.420903] Epoch: [57] [1420/2904] eta: 0:18:49 lr: 0.002397 loss: 0.2008 (0.2117) loss_rec_all: 0.2268 (0.2373) loss_rec_sfr: 0.2843 (0.3260) loss_cl: -0.2792 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [02:32:13.352072] Epoch: [57] [1440/2904] eta: 0:18:33 lr: 0.002397 loss: 0.2003 (0.2117) loss_rec_all: 0.2259 (0.2373) loss_rec_sfr: 0.3064 (0.3260) loss_cl: -0.2796 (-0.2786) time: 0.7465 data: 0.0002 max mem: 29860 [02:32:28.280084] Epoch: [57] [1460/2904] eta: 0:18:18 lr: 0.002397 loss: 0.2031 (0.2116) loss_rec_all: 0.2290 (0.2371) loss_rec_sfr: 0.2880 (0.3255) loss_cl: -0.2794 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [02:32:43.216819] Epoch: [57] [1480/2904] eta: 0:18:03 lr: 0.002397 loss: 0.2002 (0.2116) loss_rec_all: 0.2258 (0.2372) loss_rec_sfr: 0.3004 (0.3255) loss_cl: -0.2791 (-0.2787) time: 0.7468 data: 0.0002 max mem: 29860 [02:32:58.151129] Epoch: [57] [1500/2904] eta: 0:17:47 lr: 0.002397 loss: 0.2021 (0.2115) loss_rec_all: 0.2280 (0.2371) loss_rec_sfr: 0.2891 (0.3253) loss_cl: -0.2789 (-0.2787) time: 0.7467 data: 0.0002 max mem: 29860 [02:33:13.079647] Epoch: [57] [1520/2904] eta: 0:17:32 lr: 0.002397 loss: 0.2058 (0.2117) loss_rec_all: 0.2311 (0.2373) loss_rec_sfr: 0.3034 (0.3256) loss_cl: -0.2776 (-0.2786) time: 0.7464 data: 0.0002 max mem: 29860 [02:33:27.999478] Epoch: [57] [1540/2904] eta: 0:17:16 lr: 0.002397 loss: 0.2074 (0.2119) loss_rec_all: 0.2332 (0.2375) loss_rec_sfr: 0.3412 (0.3263) loss_cl: -0.2772 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [02:33:42.921221] Epoch: [57] [1560/2904] eta: 0:17:01 lr: 0.002397 loss: 0.1993 (0.2118) loss_rec_all: 0.2249 (0.2374) loss_rec_sfr: 0.3000 (0.3263) loss_cl: -0.2794 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [02:33:57.845149] Epoch: [57] [1580/2904] eta: 0:16:45 lr: 0.002397 loss: 0.2015 (0.2119) loss_rec_all: 0.2271 (0.2375) loss_rec_sfr: 0.2979 (0.3265) loss_cl: -0.2791 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [02:34:12.767418] Epoch: [57] [1600/2904] eta: 0:16:30 lr: 0.002397 loss: 0.2058 (0.2121) loss_rec_all: 0.2315 (0.2377) loss_rec_sfr: 0.3344 (0.3272) loss_cl: -0.2792 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [02:34:27.691595] Epoch: [57] [1620/2904] eta: 0:16:14 lr: 0.002397 loss: 0.2044 (0.2121) loss_rec_all: 0.2298 (0.2377) loss_rec_sfr: 0.2921 (0.3271) loss_cl: -0.2785 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [02:34:42.613366] Epoch: [57] [1640/2904] eta: 0:15:59 lr: 0.002397 loss: 0.2021 (0.2122) loss_rec_all: 0.2281 (0.2377) loss_rec_sfr: 0.3143 (0.3272) loss_cl: -0.2787 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [02:34:57.531378] Epoch: [57] [1660/2904] eta: 0:15:44 lr: 0.002397 loss: 0.2016 (0.2121) loss_rec_all: 0.2271 (0.2377) loss_rec_sfr: 0.3238 (0.3272) loss_cl: -0.2786 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [02:35:12.452656] Epoch: [57] [1680/2904] eta: 0:15:28 lr: 0.002397 loss: 0.2024 (0.2121) loss_rec_all: 0.2277 (0.2376) loss_rec_sfr: 0.3214 (0.3270) loss_cl: -0.2790 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [02:35:27.380051] Epoch: [57] [1700/2904] eta: 0:15:13 lr: 0.002397 loss: 0.2031 (0.2121) loss_rec_all: 0.2288 (0.2377) loss_rec_sfr: 0.2965 (0.3270) loss_cl: -0.2786 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [02:35:42.301513] Epoch: [57] [1720/2904] eta: 0:14:58 lr: 0.002397 loss: 0.2011 (0.2120) loss_rec_all: 0.2268 (0.2376) loss_rec_sfr: 0.2919 (0.3266) loss_cl: -0.2794 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [02:35:57.223485] Epoch: [57] [1740/2904] eta: 0:14:42 lr: 0.002397 loss: 0.1974 (0.2119) loss_rec_all: 0.2233 (0.2375) loss_rec_sfr: 0.2894 (0.3264) loss_cl: -0.2797 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [02:36:12.146966] Epoch: [57] [1760/2904] eta: 0:14:27 lr: 0.002397 loss: 0.2000 (0.2118) loss_rec_all: 0.2256 (0.2374) loss_rec_sfr: 0.3184 (0.3263) loss_cl: -0.2800 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [02:36:27.058885] Epoch: [57] [1780/2904] eta: 0:14:12 lr: 0.002397 loss: 0.1988 (0.2118) loss_rec_all: 0.2244 (0.2374) loss_rec_sfr: 0.3093 (0.3262) loss_cl: -0.2782 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [02:36:41.975217] Epoch: [57] [1800/2904] eta: 0:13:56 lr: 0.002397 loss: 0.2025 (0.2118) loss_rec_all: 0.2280 (0.2374) loss_rec_sfr: 0.3258 (0.3264) loss_cl: -0.2789 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [02:36:56.893408] Epoch: [57] [1820/2904] eta: 0:13:41 lr: 0.002397 loss: 0.2041 (0.2118) loss_rec_all: 0.2300 (0.2374) loss_rec_sfr: 0.2782 (0.3262) loss_cl: -0.2792 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [02:37:11.817531] Epoch: [57] [1840/2904] eta: 0:13:26 lr: 0.002397 loss: 0.2016 (0.2118) loss_rec_all: 0.2272 (0.2374) loss_rec_sfr: 0.3139 (0.3262) loss_cl: -0.2790 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [02:37:26.742940] Epoch: [57] [1860/2904] eta: 0:13:10 lr: 0.002397 loss: 0.2013 (0.2118) loss_rec_all: 0.2272 (0.2374) loss_rec_sfr: 0.2893 (0.3263) loss_cl: -0.2781 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [02:37:41.664074] Epoch: [57] [1880/2904] eta: 0:12:55 lr: 0.002397 loss: 0.2053 (0.2119) loss_rec_all: 0.2309 (0.2375) loss_rec_sfr: 0.3201 (0.3264) loss_cl: -0.2785 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [02:37:56.573902] Epoch: [57] [1900/2904] eta: 0:12:40 lr: 0.002397 loss: 0.1994 (0.2119) loss_rec_all: 0.2251 (0.2374) loss_rec_sfr: 0.2882 (0.3263) loss_cl: -0.2798 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [02:38:11.486971] Epoch: [57] [1920/2904] eta: 0:12:25 lr: 0.002397 loss: 0.2016 (0.2119) loss_rec_all: 0.2276 (0.2374) loss_rec_sfr: 0.2864 (0.3262) loss_cl: -0.2785 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [02:38:26.404969] Epoch: [57] [1940/2904] eta: 0:12:09 lr: 0.002397 loss: 0.2094 (0.2120) loss_rec_all: 0.2349 (0.2376) loss_rec_sfr: 0.3280 (0.3266) loss_cl: -0.2784 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [02:38:41.323316] Epoch: [57] [1960/2904] eta: 0:11:54 lr: 0.002397 loss: 0.2017 (0.2120) loss_rec_all: 0.2278 (0.2376) loss_rec_sfr: 0.2948 (0.3267) loss_cl: -0.2781 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [02:38:56.240166] Epoch: [57] [1980/2904] eta: 0:11:39 lr: 0.002397 loss: 0.2012 (0.2120) loss_rec_all: 0.2267 (0.2376) loss_rec_sfr: 0.3158 (0.3267) loss_cl: -0.2787 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [02:39:11.154871] Epoch: [57] [2000/2904] eta: 0:11:24 lr: 0.002397 loss: 0.2025 (0.2120) loss_rec_all: 0.2282 (0.2376) loss_rec_sfr: 0.3181 (0.3268) loss_cl: -0.2793 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [02:39:26.069397] Epoch: [57] [2020/2904] eta: 0:11:08 lr: 0.002397 loss: 0.2011 (0.2120) loss_rec_all: 0.2272 (0.2376) loss_rec_sfr: 0.3208 (0.3268) loss_cl: -0.2794 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [02:39:40.985686] Epoch: [57] [2040/2904] eta: 0:10:53 lr: 0.002397 loss: 0.1959 (0.2119) loss_rec_all: 0.2221 (0.2375) loss_rec_sfr: 0.2753 (0.3266) loss_cl: -0.2787 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [02:39:55.903329] Epoch: [57] [2060/2904] eta: 0:10:38 lr: 0.002397 loss: 0.2060 (0.2120) loss_rec_all: 0.2317 (0.2376) loss_rec_sfr: 0.2990 (0.3267) loss_cl: -0.2782 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [02:40:10.821717] Epoch: [57] [2080/2904] eta: 0:10:23 lr: 0.002397 loss: 0.2034 (0.2120) loss_rec_all: 0.2292 (0.2376) loss_rec_sfr: 0.2863 (0.3268) loss_cl: -0.2777 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [02:40:25.755941] Epoch: [57] [2100/2904] eta: 0:10:08 lr: 0.002397 loss: 0.2004 (0.2120) loss_rec_all: 0.2261 (0.2376) loss_rec_sfr: 0.2916 (0.3268) loss_cl: -0.2792 (-0.2787) time: 0.7467 data: 0.0002 max mem: 29860 [02:40:40.677426] Epoch: [57] [2120/2904] eta: 0:09:52 lr: 0.002397 loss: 0.1988 (0.2120) loss_rec_all: 0.2245 (0.2376) loss_rec_sfr: 0.2860 (0.3267) loss_cl: -0.2793 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [02:40:55.597712] Epoch: [57] [2140/2904] eta: 0:09:37 lr: 0.002397 loss: 0.2033 (0.2120) loss_rec_all: 0.2289 (0.2376) loss_rec_sfr: 0.3076 (0.3268) loss_cl: -0.2784 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [02:41:10.514958] Epoch: [57] [2160/2904] eta: 0:09:22 lr: 0.002397 loss: 0.1973 (0.2120) loss_rec_all: 0.2233 (0.2376) loss_rec_sfr: 0.3129 (0.3268) loss_cl: -0.2780 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [02:41:25.436468] Epoch: [57] [2180/2904] eta: 0:09:07 lr: 0.002397 loss: 0.2059 (0.2121) loss_rec_all: 0.2317 (0.2377) loss_rec_sfr: 0.3361 (0.3271) loss_cl: -0.2789 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [02:41:40.354251] Epoch: [57] [2200/2904] eta: 0:08:52 lr: 0.002397 loss: 0.2001 (0.2121) loss_rec_all: 0.2261 (0.2377) loss_rec_sfr: 0.2930 (0.3271) loss_cl: -0.2791 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [02:41:55.269343] Epoch: [57] [2220/2904] eta: 0:08:36 lr: 0.002397 loss: 0.2148 (0.2122) loss_rec_all: 0.2408 (0.2378) loss_rec_sfr: 0.3136 (0.3275) loss_cl: -0.2798 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [02:42:10.186876] Epoch: [57] [2240/2904] eta: 0:08:21 lr: 0.002397 loss: 0.2007 (0.2122) loss_rec_all: 0.2265 (0.2378) loss_rec_sfr: 0.3105 (0.3273) loss_cl: -0.2784 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [02:42:25.105416] Epoch: [57] [2260/2904] eta: 0:08:06 lr: 0.002397 loss: 0.1994 (0.2122) loss_rec_all: 0.2250 (0.2378) loss_rec_sfr: 0.2791 (0.3273) loss_cl: -0.2789 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [02:42:40.031306] Epoch: [57] [2280/2904] eta: 0:07:51 lr: 0.002397 loss: 0.1996 (0.2121) loss_rec_all: 0.2250 (0.2377) loss_rec_sfr: 0.2884 (0.3271) loss_cl: -0.2783 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [02:42:54.953565] Epoch: [57] [2300/2904] eta: 0:07:36 lr: 0.002397 loss: 0.1984 (0.2121) loss_rec_all: 0.2243 (0.2376) loss_rec_sfr: 0.2838 (0.3268) loss_cl: -0.2779 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [02:43:09.875997] Epoch: [57] [2320/2904] eta: 0:07:21 lr: 0.002397 loss: 0.2033 (0.2120) loss_rec_all: 0.2288 (0.2376) loss_rec_sfr: 0.2913 (0.3267) loss_cl: -0.2793 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [02:43:24.793039] Epoch: [57] [2340/2904] eta: 0:07:05 lr: 0.002397 loss: 0.1995 (0.2120) loss_rec_all: 0.2256 (0.2376) loss_rec_sfr: 0.2868 (0.3266) loss_cl: -0.2792 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [02:43:39.702455] Epoch: [57] [2360/2904] eta: 0:06:50 lr: 0.002397 loss: 0.2080 (0.2121) loss_rec_all: 0.2335 (0.2377) loss_rec_sfr: 0.3379 (0.3268) loss_cl: -0.2785 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [02:43:54.614678] Epoch: [57] [2380/2904] eta: 0:06:35 lr: 0.002397 loss: 0.2052 (0.2121) loss_rec_all: 0.2306 (0.2377) loss_rec_sfr: 0.3125 (0.3269) loss_cl: -0.2783 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [02:44:09.533297] Epoch: [57] [2400/2904] eta: 0:06:20 lr: 0.002397 loss: 0.2036 (0.2121) loss_rec_all: 0.2291 (0.2377) loss_rec_sfr: 0.2942 (0.3270) loss_cl: -0.2785 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [02:44:24.451138] Epoch: [57] [2420/2904] eta: 0:06:05 lr: 0.002397 loss: 0.2005 (0.2121) loss_rec_all: 0.2268 (0.2377) loss_rec_sfr: 0.2823 (0.3269) loss_cl: -0.2793 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [02:44:39.363758] Epoch: [57] [2440/2904] eta: 0:05:50 lr: 0.002397 loss: 0.2017 (0.2122) loss_rec_all: 0.2277 (0.2378) loss_rec_sfr: 0.3208 (0.3270) loss_cl: -0.2796 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [02:44:54.283654] Epoch: [57] [2460/2904] eta: 0:05:35 lr: 0.002397 loss: 0.2048 (0.2122) loss_rec_all: 0.2306 (0.2378) loss_rec_sfr: 0.2872 (0.3270) loss_cl: -0.2787 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [02:45:09.199231] Epoch: [57] [2480/2904] eta: 0:05:19 lr: 0.002397 loss: 0.2040 (0.2122) loss_rec_all: 0.2300 (0.2378) loss_rec_sfr: 0.2856 (0.3269) loss_cl: -0.2785 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [02:45:24.117256] Epoch: [57] [2500/2904] eta: 0:05:04 lr: 0.002397 loss: 0.2011 (0.2122) loss_rec_all: 0.2269 (0.2378) loss_rec_sfr: 0.2761 (0.3268) loss_cl: -0.2778 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [02:45:39.035739] Epoch: [57] [2520/2904] eta: 0:04:49 lr: 0.002397 loss: 0.2076 (0.2122) loss_rec_all: 0.2332 (0.2378) loss_rec_sfr: 0.3217 (0.3270) loss_cl: -0.2785 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [02:45:53.951127] Epoch: [57] [2540/2904] eta: 0:04:34 lr: 0.002397 loss: 0.2049 (0.2123) loss_rec_all: 0.2303 (0.2378) loss_rec_sfr: 0.3228 (0.3272) loss_cl: -0.2786 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [02:46:08.864401] Epoch: [57] [2560/2904] eta: 0:04:19 lr: 0.002397 loss: 0.2039 (0.2123) loss_rec_all: 0.2293 (0.2379) loss_rec_sfr: 0.3351 (0.3273) loss_cl: -0.2794 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [02:46:23.783122] Epoch: [57] [2580/2904] eta: 0:04:04 lr: 0.002397 loss: 0.2005 (0.2123) loss_rec_all: 0.2262 (0.2379) loss_rec_sfr: 0.2878 (0.3272) loss_cl: -0.2788 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [02:46:38.703833] Epoch: [57] [2600/2904] eta: 0:03:49 lr: 0.002397 loss: 0.2050 (0.2123) loss_rec_all: 0.2308 (0.2379) loss_rec_sfr: 0.2859 (0.3272) loss_cl: -0.2787 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [02:46:53.624795] Epoch: [57] [2620/2904] eta: 0:03:34 lr: 0.002397 loss: 0.2035 (0.2123) loss_rec_all: 0.2293 (0.2379) loss_rec_sfr: 0.3038 (0.3273) loss_cl: -0.2788 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [02:47:08.544391] Epoch: [57] [2640/2904] eta: 0:03:19 lr: 0.002397 loss: 0.2013 (0.2124) loss_rec_all: 0.2268 (0.2379) loss_rec_sfr: 0.2996 (0.3273) loss_cl: -0.2783 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [02:47:23.462368] Epoch: [57] [2660/2904] eta: 0:03:03 lr: 0.002397 loss: 0.1976 (0.2124) loss_rec_all: 0.2236 (0.2379) loss_rec_sfr: 0.2739 (0.3272) loss_cl: -0.2783 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [02:47:38.385600] Epoch: [57] [2680/2904] eta: 0:02:48 lr: 0.002397 loss: 0.2011 (0.2123) loss_rec_all: 0.2273 (0.2379) loss_rec_sfr: 0.3159 (0.3271) loss_cl: -0.2778 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [02:47:53.310075] Epoch: [57] [2700/2904] eta: 0:02:33 lr: 0.002397 loss: 0.1986 (0.2123) loss_rec_all: 0.2246 (0.2379) loss_rec_sfr: 0.3218 (0.3271) loss_cl: -0.2786 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [02:48:08.233221] Epoch: [57] [2720/2904] eta: 0:02:18 lr: 0.002397 loss: 0.1978 (0.2122) loss_rec_all: 0.2235 (0.2378) loss_rec_sfr: 0.3044 (0.3270) loss_cl: -0.2787 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [02:48:23.154744] Epoch: [57] [2740/2904] eta: 0:02:03 lr: 0.002397 loss: 0.1997 (0.2122) loss_rec_all: 0.2253 (0.2378) loss_rec_sfr: 0.2906 (0.3269) loss_cl: -0.2788 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [02:48:38.070938] Epoch: [57] [2760/2904] eta: 0:01:48 lr: 0.002397 loss: 0.1993 (0.2122) loss_rec_all: 0.2250 (0.2378) loss_rec_sfr: 0.3037 (0.3269) loss_cl: -0.2790 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [02:48:52.982007] Epoch: [57] [2780/2904] eta: 0:01:33 lr: 0.002397 loss: 0.1988 (0.2122) loss_rec_all: 0.2245 (0.2378) loss_rec_sfr: 0.3167 (0.3270) loss_cl: -0.2786 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [02:49:07.893884] Epoch: [57] [2800/2904] eta: 0:01:18 lr: 0.002397 loss: 0.2029 (0.2122) loss_rec_all: 0.2287 (0.2378) loss_rec_sfr: 0.2913 (0.3270) loss_cl: -0.2789 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [02:49:22.803820] Epoch: [57] [2820/2904] eta: 0:01:03 lr: 0.002397 loss: 0.1987 (0.2122) loss_rec_all: 0.2247 (0.2378) loss_rec_sfr: 0.2975 (0.3269) loss_cl: -0.2791 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [02:49:37.757185] Epoch: [57] [2840/2904] eta: 0:00:48 lr: 0.002397 loss: 0.2058 (0.2122) loss_rec_all: 0.2316 (0.2378) loss_rec_sfr: 0.3166 (0.3270) loss_cl: -0.2787 (-0.2787) time: 0.7476 data: 0.0023 max mem: 29860 [02:49:52.663364] Epoch: [57] [2860/2904] eta: 0:00:33 lr: 0.002397 loss: 0.1990 (0.2122) loss_rec_all: 0.2250 (0.2378) loss_rec_sfr: 0.2896 (0.3269) loss_cl: -0.2787 (-0.2787) time: 0.7453 data: 0.0001 max mem: 29860 [02:50:07.565828] Epoch: [57] [2880/2904] eta: 0:00:18 lr: 0.002397 loss: 0.1995 (0.2122) loss_rec_all: 0.2253 (0.2378) loss_rec_sfr: 0.3063 (0.3270) loss_cl: -0.2791 (-0.2787) time: 0.7451 data: 0.0001 max mem: 29860 [02:50:22.470952] Epoch: [57] [2900/2904] eta: 0:00:03 lr: 0.002397 loss: 0.1985 (0.2122) loss_rec_all: 0.2242 (0.2378) loss_rec_sfr: 0.2924 (0.3269) loss_cl: -0.2793 (-0.2787) time: 0.7452 data: 0.0001 max mem: 29860 [02:50:24.713201] Epoch: [57] [2903/2904] eta: 0:00:00 lr: 0.002397 loss: 0.1985 (0.2122) loss_rec_all: 0.2242 (0.2378) loss_rec_sfr: 0.2920 (0.3269) loss_cl: -0.2792 (-0.2787) time: 0.7452 data: 0.0001 max mem: 29860 [02:50:26.815424] Epoch: [57] Total time: 0:36:30 (0.7541 s / it) [02:50:26.816597] Averaged stats: lr: 0.002397 loss: 0.1985 (0.2141) loss_rec_all: 0.2242 (0.2374) loss_rec_sfr: 0.2920 (0.3257) loss_cl: -0.2792 (-0.2554) [02:50:26.822922] log_dir: ./checkpoint/VF2_ViT-B [02:50:44.370425] Epoch: [58] [ 0/2904] eta: 14:09:14 lr: 0.002397 loss: 0.1926 (0.1926) loss_rec_all: 0.2191 (0.2191) loss_rec_sfr: 0.2345 (0.2345) loss_cl: -0.2810 (-0.2810) time: 17.5465 data: 9.5230 max mem: 29860 [02:51:01.325878] Epoch: [58] [ 20/2904] eta: 1:18:58 lr: 0.002397 loss: 0.1998 (0.2123) loss_rec_all: 0.2257 (0.2379) loss_rec_sfr: 0.2898 (0.3247) loss_cl: -0.2786 (-0.2787) time: 0.8477 data: 0.1033 max mem: 29860 [02:51:16.228450] Epoch: [58] [ 40/2904] eta: 0:57:30 lr: 0.002397 loss: 0.2019 (0.2105) loss_rec_all: 0.2279 (0.2361) loss_rec_sfr: 0.2846 (0.3155) loss_cl: -0.2784 (-0.2785) time: 0.7451 data: 0.0002 max mem: 29860 [02:51:31.115452] Epoch: [58] [ 60/2904] eta: 0:49:57 lr: 0.002397 loss: 0.2018 (0.2118) loss_rec_all: 0.2274 (0.2373) loss_rec_sfr: 0.3144 (0.3227) loss_cl: -0.2779 (-0.2783) time: 0.7443 data: 0.0002 max mem: 29860 [02:51:46.009940] Epoch: [58] [ 80/2904] eta: 0:46:00 lr: 0.002397 loss: 0.2038 (0.2126) loss_rec_all: 0.2296 (0.2382) loss_rec_sfr: 0.3159 (0.3266) loss_cl: -0.2783 (-0.2783) time: 0.7447 data: 0.0002 max mem: 29860 [02:52:00.921133] Epoch: [58] [ 100/2904] eta: 0:43:32 lr: 0.002397 loss: 0.1969 (0.2115) loss_rec_all: 0.2229 (0.2371) loss_rec_sfr: 0.2806 (0.3224) loss_cl: -0.2789 (-0.2785) time: 0.7455 data: 0.0002 max mem: 29860 [02:52:15.843543] Epoch: [58] [ 120/2904] eta: 0:41:48 lr: 0.002397 loss: 0.1978 (0.2100) loss_rec_all: 0.2239 (0.2356) loss_rec_sfr: 0.2746 (0.3183) loss_cl: -0.2791 (-0.2785) time: 0.7461 data: 0.0002 max mem: 29860 [02:52:30.755031] Epoch: [58] [ 140/2904] eta: 0:40:29 lr: 0.002397 loss: 0.2023 (0.2103) loss_rec_all: 0.2283 (0.2360) loss_rec_sfr: 0.2933 (0.3189) loss_cl: -0.2785 (-0.2785) time: 0.7455 data: 0.0002 max mem: 29860 [02:52:45.676185] Epoch: [58] [ 160/2904] eta: 0:39:26 lr: 0.002397 loss: 0.2033 (0.2101) loss_rec_all: 0.2292 (0.2357) loss_rec_sfr: 0.2835 (0.3169) loss_cl: -0.2792 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [02:53:00.593915] Epoch: [58] [ 180/2904] eta: 0:38:34 lr: 0.002397 loss: 0.1998 (0.2105) loss_rec_all: 0.2255 (0.2361) loss_rec_sfr: 0.3231 (0.3203) loss_cl: -0.2793 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [02:53:15.510664] Epoch: [58] [ 200/2904] eta: 0:37:49 lr: 0.002397 loss: 0.1993 (0.2103) loss_rec_all: 0.2251 (0.2359) loss_rec_sfr: 0.3128 (0.3212) loss_cl: -0.2786 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [02:53:30.423733] Epoch: [58] [ 220/2904] eta: 0:37:09 lr: 0.002397 loss: 0.2004 (0.2105) loss_rec_all: 0.2265 (0.2361) loss_rec_sfr: 0.2922 (0.3219) loss_cl: -0.2788 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [02:53:45.332830] Epoch: [58] [ 240/2904] eta: 0:36:34 lr: 0.002397 loss: 0.2056 (0.2113) loss_rec_all: 0.2311 (0.2369) loss_rec_sfr: 0.2932 (0.3237) loss_cl: -0.2780 (-0.2786) time: 0.7454 data: 0.0002 max mem: 29860 [02:54:00.252885] Epoch: [58] [ 260/2904] eta: 0:36:01 lr: 0.002397 loss: 0.1999 (0.2111) loss_rec_all: 0.2261 (0.2367) loss_rec_sfr: 0.2915 (0.3225) loss_cl: -0.2786 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [02:54:15.176331] Epoch: [58] [ 280/2904] eta: 0:35:32 lr: 0.002397 loss: 0.1998 (0.2109) loss_rec_all: 0.2255 (0.2365) loss_rec_sfr: 0.3177 (0.3230) loss_cl: -0.2794 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [02:54:30.098382] Epoch: [58] [ 300/2904] eta: 0:35:04 lr: 0.002397 loss: 0.2001 (0.2109) loss_rec_all: 0.2256 (0.2365) loss_rec_sfr: 0.2993 (0.3230) loss_cl: -0.2786 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [02:54:45.014845] Epoch: [58] [ 320/2904] eta: 0:34:38 lr: 0.002397 loss: 0.1970 (0.2101) loss_rec_all: 0.2227 (0.2357) loss_rec_sfr: 0.2868 (0.3216) loss_cl: -0.2779 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [02:54:59.947548] Epoch: [58] [ 340/2904] eta: 0:34:13 lr: 0.002397 loss: 0.2050 (0.2101) loss_rec_all: 0.2309 (0.2357) loss_rec_sfr: 0.2959 (0.3209) loss_cl: -0.2789 (-0.2786) time: 0.7466 data: 0.0002 max mem: 29860 [02:55:14.865586] Epoch: [58] [ 360/2904] eta: 0:33:49 lr: 0.002397 loss: 0.2009 (0.2099) loss_rec_all: 0.2270 (0.2355) loss_rec_sfr: 0.2958 (0.3205) loss_cl: -0.2796 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [02:55:29.779707] Epoch: [58] [ 380/2904] eta: 0:33:26 lr: 0.002397 loss: 0.1990 (0.2100) loss_rec_all: 0.2245 (0.2356) loss_rec_sfr: 0.3205 (0.3213) loss_cl: -0.2782 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [02:55:44.700002] Epoch: [58] [ 400/2904] eta: 0:33:04 lr: 0.002397 loss: 0.2015 (0.2105) loss_rec_all: 0.2272 (0.2361) loss_rec_sfr: 0.3045 (0.3227) loss_cl: -0.2785 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [02:55:59.618299] Epoch: [58] [ 420/2904] eta: 0:32:43 lr: 0.002397 loss: 0.2014 (0.2103) loss_rec_all: 0.2275 (0.2359) loss_rec_sfr: 0.3161 (0.3229) loss_cl: -0.2797 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [02:56:14.543911] Epoch: [58] [ 440/2904] eta: 0:32:22 lr: 0.002397 loss: 0.2014 (0.2105) loss_rec_all: 0.2269 (0.2361) loss_rec_sfr: 0.2925 (0.3231) loss_cl: -0.2793 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [02:56:29.466312] Epoch: [58] [ 460/2904] eta: 0:32:02 lr: 0.002397 loss: 0.2020 (0.2111) loss_rec_all: 0.2277 (0.2367) loss_rec_sfr: 0.3283 (0.3251) loss_cl: -0.2791 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [02:56:44.382625] Epoch: [58] [ 480/2904] eta: 0:31:42 lr: 0.002397 loss: 0.1965 (0.2110) loss_rec_all: 0.2227 (0.2366) loss_rec_sfr: 0.3114 (0.3251) loss_cl: -0.2790 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [02:56:59.297536] Epoch: [58] [ 500/2904] eta: 0:31:23 lr: 0.002397 loss: 0.1971 (0.2108) loss_rec_all: 0.2234 (0.2364) loss_rec_sfr: 0.2764 (0.3243) loss_cl: -0.2791 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [02:57:14.214659] Epoch: [58] [ 520/2904] eta: 0:31:04 lr: 0.002397 loss: 0.2061 (0.2112) loss_rec_all: 0.2318 (0.2368) loss_rec_sfr: 0.2923 (0.3248) loss_cl: -0.2789 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [02:57:29.128461] Epoch: [58] [ 540/2904] eta: 0:30:45 lr: 0.002397 loss: 0.2014 (0.2115) loss_rec_all: 0.2270 (0.2371) loss_rec_sfr: 0.3277 (0.3260) loss_cl: -0.2786 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [02:57:44.041657] Epoch: [58] [ 560/2904] eta: 0:30:26 lr: 0.002397 loss: 0.2010 (0.2114) loss_rec_all: 0.2267 (0.2370) loss_rec_sfr: 0.2952 (0.3257) loss_cl: -0.2792 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [02:57:58.960512] Epoch: [58] [ 580/2904] eta: 0:30:08 lr: 0.002397 loss: 0.2062 (0.2114) loss_rec_all: 0.2323 (0.2370) loss_rec_sfr: 0.2883 (0.3255) loss_cl: -0.2804 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [02:58:13.875362] Epoch: [58] [ 600/2904] eta: 0:29:50 lr: 0.002397 loss: 0.1979 (0.2114) loss_rec_all: 0.2233 (0.2370) loss_rec_sfr: 0.2845 (0.3255) loss_cl: -0.2779 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [02:58:28.789638] Epoch: [58] [ 620/2904] eta: 0:29:32 lr: 0.002397 loss: 0.1974 (0.2112) loss_rec_all: 0.2230 (0.2368) loss_rec_sfr: 0.2836 (0.3246) loss_cl: -0.2778 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [02:58:43.707055] Epoch: [58] [ 640/2904] eta: 0:29:14 lr: 0.002397 loss: 0.1972 (0.2110) loss_rec_all: 0.2229 (0.2366) loss_rec_sfr: 0.2860 (0.3241) loss_cl: -0.2780 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [02:58:58.624847] Epoch: [58] [ 660/2904] eta: 0:28:57 lr: 0.002397 loss: 0.2008 (0.2110) loss_rec_all: 0.2267 (0.2366) loss_rec_sfr: 0.2980 (0.3241) loss_cl: -0.2798 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [02:59:13.541440] Epoch: [58] [ 680/2904] eta: 0:28:40 lr: 0.002397 loss: 0.2009 (0.2109) loss_rec_all: 0.2265 (0.2366) loss_rec_sfr: 0.2965 (0.3239) loss_cl: -0.2796 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [02:59:28.454199] Epoch: [58] [ 700/2904] eta: 0:28:22 lr: 0.002397 loss: 0.2013 (0.2110) loss_rec_all: 0.2268 (0.2366) loss_rec_sfr: 0.3093 (0.3240) loss_cl: -0.2777 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [02:59:43.370909] Epoch: [58] [ 720/2904] eta: 0:28:05 lr: 0.002397 loss: 0.1979 (0.2107) loss_rec_all: 0.2237 (0.2363) loss_rec_sfr: 0.2904 (0.3231) loss_cl: -0.2784 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [02:59:58.284044] Epoch: [58] [ 740/2904] eta: 0:27:48 lr: 0.002397 loss: 0.1979 (0.2108) loss_rec_all: 0.2234 (0.2364) loss_rec_sfr: 0.3097 (0.3236) loss_cl: -0.2786 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [03:00:13.201667] Epoch: [58] [ 760/2904] eta: 0:27:31 lr: 0.002397 loss: 0.2024 (0.2110) loss_rec_all: 0.2284 (0.2366) loss_rec_sfr: 0.3005 (0.3240) loss_cl: -0.2787 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [03:00:28.116943] Epoch: [58] [ 780/2904] eta: 0:27:15 lr: 0.002397 loss: 0.2060 (0.2113) loss_rec_all: 0.2318 (0.2369) loss_rec_sfr: 0.3376 (0.3250) loss_cl: -0.2789 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [03:00:43.033226] Epoch: [58] [ 800/2904] eta: 0:26:58 lr: 0.002397 loss: 0.2010 (0.2114) loss_rec_all: 0.2271 (0.2370) loss_rec_sfr: 0.3267 (0.3256) loss_cl: -0.2787 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [03:00:57.949619] Epoch: [58] [ 820/2904] eta: 0:26:41 lr: 0.002397 loss: 0.2003 (0.2114) loss_rec_all: 0.2258 (0.2370) loss_rec_sfr: 0.3191 (0.3259) loss_cl: -0.2791 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [03:01:12.871422] Epoch: [58] [ 840/2904] eta: 0:26:25 lr: 0.002397 loss: 0.1986 (0.2113) loss_rec_all: 0.2241 (0.2369) loss_rec_sfr: 0.2815 (0.3256) loss_cl: -0.2782 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [03:01:27.788337] Epoch: [58] [ 860/2904] eta: 0:26:09 lr: 0.002397 loss: 0.1978 (0.2112) loss_rec_all: 0.2233 (0.2368) loss_rec_sfr: 0.3034 (0.3255) loss_cl: -0.2788 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [03:01:42.703672] Epoch: [58] [ 880/2904] eta: 0:25:52 lr: 0.002397 loss: 0.2002 (0.2112) loss_rec_all: 0.2266 (0.2367) loss_rec_sfr: 0.2842 (0.3250) loss_cl: -0.2797 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [03:01:57.605102] Epoch: [58] [ 900/2904] eta: 0:25:36 lr: 0.002397 loss: 0.2036 (0.2113) loss_rec_all: 0.2294 (0.2369) loss_rec_sfr: 0.3355 (0.3257) loss_cl: -0.2797 (-0.2787) time: 0.7450 data: 0.0002 max mem: 29860 [03:02:12.522795] Epoch: [58] [ 920/2904] eta: 0:25:20 lr: 0.002397 loss: 0.2032 (0.2115) loss_rec_all: 0.2292 (0.2370) loss_rec_sfr: 0.3210 (0.3263) loss_cl: -0.2784 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [03:02:27.436297] Epoch: [58] [ 940/2904] eta: 0:25:03 lr: 0.002397 loss: 0.2040 (0.2116) loss_rec_all: 0.2298 (0.2372) loss_rec_sfr: 0.3252 (0.3269) loss_cl: -0.2783 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [03:02:42.354492] Epoch: [58] [ 960/2904] eta: 0:24:47 lr: 0.002397 loss: 0.1998 (0.2117) loss_rec_all: 0.2260 (0.2372) loss_rec_sfr: 0.3130 (0.3272) loss_cl: -0.2783 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [03:02:57.272022] Epoch: [58] [ 980/2904] eta: 0:24:31 lr: 0.002397 loss: 0.2002 (0.2117) loss_rec_all: 0.2262 (0.2373) loss_rec_sfr: 0.3081 (0.3272) loss_cl: -0.2798 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [03:03:12.190416] Epoch: [58] [1000/2904] eta: 0:24:15 lr: 0.002397 loss: 0.2057 (0.2118) loss_rec_all: 0.2317 (0.2374) loss_rec_sfr: 0.3051 (0.3276) loss_cl: -0.2803 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [03:03:27.107608] Epoch: [58] [1020/2904] eta: 0:23:59 lr: 0.002397 loss: 0.2018 (0.2118) loss_rec_all: 0.2274 (0.2373) loss_rec_sfr: 0.2947 (0.3273) loss_cl: -0.2781 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [03:03:42.027842] Epoch: [58] [1040/2904] eta: 0:23:43 lr: 0.002397 loss: 0.1979 (0.2116) loss_rec_all: 0.2237 (0.2372) loss_rec_sfr: 0.2707 (0.3268) loss_cl: -0.2781 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [03:03:56.944736] Epoch: [58] [1060/2904] eta: 0:23:27 lr: 0.002397 loss: 0.2020 (0.2115) loss_rec_all: 0.2278 (0.2371) loss_rec_sfr: 0.2859 (0.3264) loss_cl: -0.2781 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [03:04:11.861017] Epoch: [58] [1080/2904] eta: 0:23:12 lr: 0.002397 loss: 0.1985 (0.2114) loss_rec_all: 0.2248 (0.2370) loss_rec_sfr: 0.2778 (0.3259) loss_cl: -0.2793 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [03:04:26.786568] Epoch: [58] [1100/2904] eta: 0:22:56 lr: 0.002397 loss: 0.2038 (0.2113) loss_rec_all: 0.2297 (0.2369) loss_rec_sfr: 0.3095 (0.3258) loss_cl: -0.2788 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [03:04:41.705963] Epoch: [58] [1120/2904] eta: 0:22:40 lr: 0.002397 loss: 0.1978 (0.2112) loss_rec_all: 0.2238 (0.2368) loss_rec_sfr: 0.2806 (0.3256) loss_cl: -0.2792 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [03:04:56.626947] Epoch: [58] [1140/2904] eta: 0:22:24 lr: 0.002397 loss: 0.1988 (0.2112) loss_rec_all: 0.2247 (0.2368) loss_rec_sfr: 0.2905 (0.3253) loss_cl: -0.2796 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [03:05:11.545831] Epoch: [58] [1160/2904] eta: 0:22:08 lr: 0.002397 loss: 0.2007 (0.2111) loss_rec_all: 0.2266 (0.2367) loss_rec_sfr: 0.2837 (0.3251) loss_cl: -0.2780 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [03:05:26.463353] Epoch: [58] [1180/2904] eta: 0:21:53 lr: 0.002397 loss: 0.2026 (0.2111) loss_rec_all: 0.2281 (0.2367) loss_rec_sfr: 0.3238 (0.3253) loss_cl: -0.2785 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [03:05:41.373446] Epoch: [58] [1200/2904] eta: 0:21:37 lr: 0.002397 loss: 0.1995 (0.2111) loss_rec_all: 0.2251 (0.2367) loss_rec_sfr: 0.3174 (0.3252) loss_cl: -0.2786 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [03:05:56.289768] Epoch: [58] [1220/2904] eta: 0:21:21 lr: 0.002397 loss: 0.1972 (0.2110) loss_rec_all: 0.2229 (0.2366) loss_rec_sfr: 0.3111 (0.3251) loss_cl: -0.2789 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [03:06:11.201764] Epoch: [58] [1240/2904] eta: 0:21:06 lr: 0.002397 loss: 0.2074 (0.2112) loss_rec_all: 0.2333 (0.2368) loss_rec_sfr: 0.3178 (0.3257) loss_cl: -0.2792 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [03:06:26.113093] Epoch: [58] [1260/2904] eta: 0:20:50 lr: 0.002397 loss: 0.1964 (0.2111) loss_rec_all: 0.2220 (0.2367) loss_rec_sfr: 0.2787 (0.3254) loss_cl: -0.2791 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [03:06:41.024417] Epoch: [58] [1280/2904] eta: 0:20:34 lr: 0.002397 loss: 0.2057 (0.2111) loss_rec_all: 0.2314 (0.2367) loss_rec_sfr: 0.2922 (0.3251) loss_cl: -0.2786 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [03:06:55.946165] Epoch: [58] [1300/2904] eta: 0:20:19 lr: 0.002397 loss: 0.2012 (0.2111) loss_rec_all: 0.2273 (0.2367) loss_rec_sfr: 0.2831 (0.3252) loss_cl: -0.2791 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [03:07:10.862288] Epoch: [58] [1320/2904] eta: 0:20:03 lr: 0.002397 loss: 0.2022 (0.2111) loss_rec_all: 0.2285 (0.2367) loss_rec_sfr: 0.2897 (0.3250) loss_cl: -0.2790 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [03:07:25.773892] Epoch: [58] [1340/2904] eta: 0:19:48 lr: 0.002397 loss: 0.2112 (0.2114) loss_rec_all: 0.2366 (0.2370) loss_rec_sfr: 0.3257 (0.3257) loss_cl: -0.2782 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [03:07:40.685364] Epoch: [58] [1360/2904] eta: 0:19:32 lr: 0.002397 loss: 0.2090 (0.2115) loss_rec_all: 0.2349 (0.2371) loss_rec_sfr: 0.3002 (0.3261) loss_cl: -0.2787 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [03:07:55.596467] Epoch: [58] [1380/2904] eta: 0:19:17 lr: 0.002397 loss: 0.2062 (0.2116) loss_rec_all: 0.2315 (0.2371) loss_rec_sfr: 0.3178 (0.3261) loss_cl: -0.2783 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [03:08:10.508356] Epoch: [58] [1400/2904] eta: 0:19:01 lr: 0.002396 loss: 0.2003 (0.2115) loss_rec_all: 0.2258 (0.2371) loss_rec_sfr: 0.2857 (0.3260) loss_cl: -0.2786 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [03:08:25.419407] Epoch: [58] [1420/2904] eta: 0:18:46 lr: 0.002396 loss: 0.2000 (0.2116) loss_rec_all: 0.2257 (0.2372) loss_rec_sfr: 0.3162 (0.3262) loss_cl: -0.2786 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [03:08:40.327124] Epoch: [58] [1440/2904] eta: 0:18:30 lr: 0.002396 loss: 0.2023 (0.2116) loss_rec_all: 0.2280 (0.2372) loss_rec_sfr: 0.2794 (0.3261) loss_cl: -0.2789 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [03:08:55.240629] Epoch: [58] [1460/2904] eta: 0:18:15 lr: 0.002396 loss: 0.2017 (0.2116) loss_rec_all: 0.2278 (0.2372) loss_rec_sfr: 0.3166 (0.3262) loss_cl: -0.2795 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [03:09:10.143879] Epoch: [58] [1480/2904] eta: 0:18:00 lr: 0.002396 loss: 0.2079 (0.2117) loss_rec_all: 0.2339 (0.2373) loss_rec_sfr: 0.2952 (0.3262) loss_cl: -0.2788 (-0.2787) time: 0.7451 data: 0.0002 max mem: 29860 [03:09:25.061699] Epoch: [58] [1500/2904] eta: 0:17:44 lr: 0.002396 loss: 0.1998 (0.2117) loss_rec_all: 0.2258 (0.2373) loss_rec_sfr: 0.3187 (0.3262) loss_cl: -0.2779 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [03:09:39.968450] Epoch: [58] [1520/2904] eta: 0:17:29 lr: 0.002396 loss: 0.2008 (0.2118) loss_rec_all: 0.2270 (0.2374) loss_rec_sfr: 0.3271 (0.3266) loss_cl: -0.2779 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [03:09:54.884245] Epoch: [58] [1540/2904] eta: 0:17:13 lr: 0.002396 loss: 0.2029 (0.2118) loss_rec_all: 0.2288 (0.2374) loss_rec_sfr: 0.2875 (0.3267) loss_cl: -0.2797 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [03:10:09.804036] Epoch: [58] [1560/2904] eta: 0:16:58 lr: 0.002396 loss: 0.2115 (0.2120) loss_rec_all: 0.2374 (0.2376) loss_rec_sfr: 0.2923 (0.3270) loss_cl: -0.2804 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [03:10:24.720931] Epoch: [58] [1580/2904] eta: 0:16:43 lr: 0.002396 loss: 0.1999 (0.2120) loss_rec_all: 0.2255 (0.2375) loss_rec_sfr: 0.2862 (0.3269) loss_cl: -0.2785 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [03:10:39.637412] Epoch: [58] [1600/2904] eta: 0:16:27 lr: 0.002396 loss: 0.2021 (0.2119) loss_rec_all: 0.2277 (0.2375) loss_rec_sfr: 0.3002 (0.3268) loss_cl: -0.2783 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [03:10:54.552612] Epoch: [58] [1620/2904] eta: 0:16:12 lr: 0.002396 loss: 0.1984 (0.2118) loss_rec_all: 0.2243 (0.2374) loss_rec_sfr: 0.3138 (0.3266) loss_cl: -0.2781 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [03:11:09.462832] Epoch: [58] [1640/2904] eta: 0:15:57 lr: 0.002396 loss: 0.1983 (0.2117) loss_rec_all: 0.2241 (0.2373) loss_rec_sfr: 0.2808 (0.3263) loss_cl: -0.2790 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [03:11:24.378161] Epoch: [58] [1660/2904] eta: 0:15:41 lr: 0.002396 loss: 0.2016 (0.2117) loss_rec_all: 0.2273 (0.2373) loss_rec_sfr: 0.3260 (0.3264) loss_cl: -0.2787 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [03:11:39.294765] Epoch: [58] [1680/2904] eta: 0:15:26 lr: 0.002396 loss: 0.2034 (0.2117) loss_rec_all: 0.2290 (0.2373) loss_rec_sfr: 0.2940 (0.3262) loss_cl: -0.2790 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [03:11:54.216194] Epoch: [58] [1700/2904] eta: 0:15:11 lr: 0.002396 loss: 0.2004 (0.2117) loss_rec_all: 0.2263 (0.2373) loss_rec_sfr: 0.3211 (0.3263) loss_cl: -0.2786 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [03:12:09.133151] Epoch: [58] [1720/2904] eta: 0:14:55 lr: 0.002396 loss: 0.1994 (0.2117) loss_rec_all: 0.2251 (0.2373) loss_rec_sfr: 0.3202 (0.3264) loss_cl: -0.2783 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [03:12:24.050064] Epoch: [58] [1740/2904] eta: 0:14:40 lr: 0.002396 loss: 0.2020 (0.2117) loss_rec_all: 0.2275 (0.2373) loss_rec_sfr: 0.2884 (0.3264) loss_cl: -0.2794 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [03:12:38.972707] Epoch: [58] [1760/2904] eta: 0:14:25 lr: 0.002396 loss: 0.1996 (0.2117) loss_rec_all: 0.2253 (0.2373) loss_rec_sfr: 0.2888 (0.3264) loss_cl: -0.2789 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [03:12:53.891515] Epoch: [58] [1780/2904] eta: 0:14:10 lr: 0.002396 loss: 0.2022 (0.2118) loss_rec_all: 0.2278 (0.2374) loss_rec_sfr: 0.3130 (0.3266) loss_cl: -0.2792 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [03:13:08.811466] Epoch: [58] [1800/2904] eta: 0:13:54 lr: 0.002396 loss: 0.2010 (0.2118) loss_rec_all: 0.2271 (0.2374) loss_rec_sfr: 0.2820 (0.3264) loss_cl: -0.2784 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [03:13:23.728007] Epoch: [58] [1820/2904] eta: 0:13:39 lr: 0.002396 loss: 0.2013 (0.2118) loss_rec_all: 0.2270 (0.2374) loss_rec_sfr: 0.3161 (0.3266) loss_cl: -0.2783 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [03:13:38.642913] Epoch: [58] [1840/2904] eta: 0:13:24 lr: 0.002396 loss: 0.1986 (0.2117) loss_rec_all: 0.2243 (0.2373) loss_rec_sfr: 0.2738 (0.3263) loss_cl: -0.2785 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [03:13:53.555075] Epoch: [58] [1860/2904] eta: 0:13:09 lr: 0.002396 loss: 0.2014 (0.2118) loss_rec_all: 0.2273 (0.2374) loss_rec_sfr: 0.2963 (0.3265) loss_cl: -0.2794 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [03:14:08.464983] Epoch: [58] [1880/2904] eta: 0:12:53 lr: 0.002396 loss: 0.2065 (0.2119) loss_rec_all: 0.2319 (0.2375) loss_rec_sfr: 0.3295 (0.3269) loss_cl: -0.2778 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [03:14:23.376053] Epoch: [58] [1900/2904] eta: 0:12:38 lr: 0.002396 loss: 0.2010 (0.2119) loss_rec_all: 0.2266 (0.2375) loss_rec_sfr: 0.2987 (0.3267) loss_cl: -0.2783 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [03:14:38.287955] Epoch: [58] [1920/2904] eta: 0:12:23 lr: 0.002396 loss: 0.1998 (0.2118) loss_rec_all: 0.2254 (0.2374) loss_rec_sfr: 0.3036 (0.3266) loss_cl: -0.2792 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [03:14:53.207232] Epoch: [58] [1940/2904] eta: 0:12:08 lr: 0.002396 loss: 0.1984 (0.2118) loss_rec_all: 0.2242 (0.2374) loss_rec_sfr: 0.2905 (0.3266) loss_cl: -0.2794 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [03:15:08.123625] Epoch: [58] [1960/2904] eta: 0:11:53 lr: 0.002396 loss: 0.1965 (0.2118) loss_rec_all: 0.2224 (0.2373) loss_rec_sfr: 0.2997 (0.3265) loss_cl: -0.2792 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [03:15:23.046994] Epoch: [58] [1980/2904] eta: 0:11:37 lr: 0.002396 loss: 0.2063 (0.2118) loss_rec_all: 0.2318 (0.2374) loss_rec_sfr: 0.2993 (0.3265) loss_cl: -0.2781 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [03:15:37.971305] Epoch: [58] [2000/2904] eta: 0:11:22 lr: 0.002396 loss: 0.2005 (0.2117) loss_rec_all: 0.2263 (0.2373) loss_rec_sfr: 0.3152 (0.3263) loss_cl: -0.2794 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [03:15:52.899728] Epoch: [58] [2020/2904] eta: 0:11:07 lr: 0.002396 loss: 0.2032 (0.2117) loss_rec_all: 0.2287 (0.2373) loss_rec_sfr: 0.2873 (0.3262) loss_cl: -0.2783 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [03:16:07.823995] Epoch: [58] [2040/2904] eta: 0:10:52 lr: 0.002396 loss: 0.2046 (0.2118) loss_rec_all: 0.2303 (0.2373) loss_rec_sfr: 0.2962 (0.3263) loss_cl: -0.2794 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [03:16:22.741919] Epoch: [58] [2060/2904] eta: 0:10:37 lr: 0.002396 loss: 0.1982 (0.2117) loss_rec_all: 0.2239 (0.2373) loss_rec_sfr: 0.2828 (0.3262) loss_cl: -0.2790 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [03:16:37.654606] Epoch: [58] [2080/2904] eta: 0:10:21 lr: 0.002396 loss: 0.2000 (0.2117) loss_rec_all: 0.2257 (0.2373) loss_rec_sfr: 0.3282 (0.3263) loss_cl: -0.2781 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [03:16:52.565153] Epoch: [58] [2100/2904] eta: 0:10:06 lr: 0.002396 loss: 0.2043 (0.2118) loss_rec_all: 0.2301 (0.2374) loss_rec_sfr: 0.3130 (0.3264) loss_cl: -0.2787 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [03:17:07.475847] Epoch: [58] [2120/2904] eta: 0:09:51 lr: 0.002396 loss: 0.2000 (0.2117) loss_rec_all: 0.2256 (0.2373) loss_rec_sfr: 0.2803 (0.3260) loss_cl: -0.2791 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [03:17:22.384525] Epoch: [58] [2140/2904] eta: 0:09:36 lr: 0.002396 loss: 0.2041 (0.2117) loss_rec_all: 0.2295 (0.2373) loss_rec_sfr: 0.2989 (0.3261) loss_cl: -0.2786 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [03:17:37.300888] Epoch: [58] [2160/2904] eta: 0:09:21 lr: 0.002396 loss: 0.2074 (0.2117) loss_rec_all: 0.2331 (0.2373) loss_rec_sfr: 0.2928 (0.3261) loss_cl: -0.2792 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [03:17:52.209631] Epoch: [58] [2180/2904] eta: 0:09:06 lr: 0.002396 loss: 0.2001 (0.2117) loss_rec_all: 0.2257 (0.2373) loss_rec_sfr: 0.3257 (0.3262) loss_cl: -0.2789 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [03:18:07.122682] Epoch: [58] [2200/2904] eta: 0:08:51 lr: 0.002396 loss: 0.2009 (0.2117) loss_rec_all: 0.2265 (0.2372) loss_rec_sfr: 0.2859 (0.3260) loss_cl: -0.2778 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [03:18:22.038568] Epoch: [58] [2220/2904] eta: 0:08:35 lr: 0.002396 loss: 0.2014 (0.2117) loss_rec_all: 0.2271 (0.2373) loss_rec_sfr: 0.3270 (0.3261) loss_cl: -0.2794 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [03:18:36.947278] Epoch: [58] [2240/2904] eta: 0:08:20 lr: 0.002396 loss: 0.1982 (0.2117) loss_rec_all: 0.2239 (0.2373) loss_rec_sfr: 0.2858 (0.3260) loss_cl: -0.2781 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [03:18:51.854964] Epoch: [58] [2260/2904] eta: 0:08:05 lr: 0.002396 loss: 0.2000 (0.2116) loss_rec_all: 0.2255 (0.2372) loss_rec_sfr: 0.3027 (0.3260) loss_cl: -0.2782 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [03:19:06.774083] Epoch: [58] [2280/2904] eta: 0:07:50 lr: 0.002396 loss: 0.2045 (0.2117) loss_rec_all: 0.2302 (0.2373) loss_rec_sfr: 0.2918 (0.3262) loss_cl: -0.2788 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [03:19:21.694424] Epoch: [58] [2300/2904] eta: 0:07:35 lr: 0.002396 loss: 0.2001 (0.2117) loss_rec_all: 0.2264 (0.2373) loss_rec_sfr: 0.3241 (0.3262) loss_cl: -0.2800 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [03:19:36.608083] Epoch: [58] [2320/2904] eta: 0:07:20 lr: 0.002396 loss: 0.1993 (0.2117) loss_rec_all: 0.2252 (0.2373) loss_rec_sfr: 0.3148 (0.3263) loss_cl: -0.2788 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [03:19:51.523423] Epoch: [58] [2340/2904] eta: 0:07:05 lr: 0.002396 loss: 0.2014 (0.2117) loss_rec_all: 0.2270 (0.2373) loss_rec_sfr: 0.2824 (0.3261) loss_cl: -0.2786 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [03:20:06.436274] Epoch: [58] [2360/2904] eta: 0:06:50 lr: 0.002396 loss: 0.2018 (0.2117) loss_rec_all: 0.2271 (0.2373) loss_rec_sfr: 0.3102 (0.3263) loss_cl: -0.2785 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [03:20:21.350137] Epoch: [58] [2380/2904] eta: 0:06:34 lr: 0.002396 loss: 0.2005 (0.2117) loss_rec_all: 0.2265 (0.2373) loss_rec_sfr: 0.3296 (0.3263) loss_cl: -0.2793 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [03:20:36.268047] Epoch: [58] [2400/2904] eta: 0:06:19 lr: 0.002396 loss: 0.1981 (0.2117) loss_rec_all: 0.2239 (0.2373) loss_rec_sfr: 0.2883 (0.3263) loss_cl: -0.2787 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [03:20:51.182703] Epoch: [58] [2420/2904] eta: 0:06:04 lr: 0.002396 loss: 0.2018 (0.2117) loss_rec_all: 0.2279 (0.2373) loss_rec_sfr: 0.3115 (0.3264) loss_cl: -0.2786 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [03:21:06.100684] Epoch: [58] [2440/2904] eta: 0:05:49 lr: 0.002396 loss: 0.2035 (0.2118) loss_rec_all: 0.2294 (0.2374) loss_rec_sfr: 0.3374 (0.3266) loss_cl: -0.2779 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [03:21:21.015640] Epoch: [58] [2460/2904] eta: 0:05:34 lr: 0.002396 loss: 0.1967 (0.2117) loss_rec_all: 0.2225 (0.2373) loss_rec_sfr: 0.2924 (0.3264) loss_cl: -0.2787 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [03:21:35.932385] Epoch: [58] [2480/2904] eta: 0:05:19 lr: 0.002396 loss: 0.2000 (0.2117) loss_rec_all: 0.2255 (0.2373) loss_rec_sfr: 0.2945 (0.3263) loss_cl: -0.2789 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [03:21:50.849139] Epoch: [58] [2500/2904] eta: 0:05:04 lr: 0.002396 loss: 0.2011 (0.2117) loss_rec_all: 0.2267 (0.2372) loss_rec_sfr: 0.2895 (0.3262) loss_cl: -0.2787 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [03:22:05.764074] Epoch: [58] [2520/2904] eta: 0:04:49 lr: 0.002396 loss: 0.1994 (0.2116) loss_rec_all: 0.2250 (0.2372) loss_rec_sfr: 0.3156 (0.3262) loss_cl: -0.2788 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [03:22:20.678510] Epoch: [58] [2540/2904] eta: 0:04:34 lr: 0.002396 loss: 0.2029 (0.2117) loss_rec_all: 0.2284 (0.2373) loss_rec_sfr: 0.3328 (0.3265) loss_cl: -0.2784 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [03:22:35.595196] Epoch: [58] [2560/2904] eta: 0:04:19 lr: 0.002396 loss: 0.2000 (0.2117) loss_rec_all: 0.2262 (0.2373) loss_rec_sfr: 0.2916 (0.3264) loss_cl: -0.2777 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [03:22:50.518792] Epoch: [58] [2580/2904] eta: 0:04:03 lr: 0.002396 loss: 0.1961 (0.2117) loss_rec_all: 0.2217 (0.2373) loss_rec_sfr: 0.3178 (0.3264) loss_cl: -0.2796 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [03:23:05.436004] Epoch: [58] [2600/2904] eta: 0:03:48 lr: 0.002396 loss: 0.2000 (0.2116) loss_rec_all: 0.2255 (0.2372) loss_rec_sfr: 0.2935 (0.3262) loss_cl: -0.2789 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [03:23:20.350069] Epoch: [58] [2620/2904] eta: 0:03:33 lr: 0.002396 loss: 0.1982 (0.2116) loss_rec_all: 0.2241 (0.2372) loss_rec_sfr: 0.3143 (0.3263) loss_cl: -0.2790 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [03:23:35.259318] Epoch: [58] [2640/2904] eta: 0:03:18 lr: 0.002396 loss: 0.2022 (0.2116) loss_rec_all: 0.2277 (0.2372) loss_rec_sfr: 0.2914 (0.3262) loss_cl: -0.2791 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [03:23:50.169790] Epoch: [58] [2660/2904] eta: 0:03:03 lr: 0.002396 loss: 0.2031 (0.2116) loss_rec_all: 0.2294 (0.2372) loss_rec_sfr: 0.2886 (0.3262) loss_cl: -0.2796 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [03:24:05.083749] Epoch: [58] [2680/2904] eta: 0:02:48 lr: 0.002396 loss: 0.2000 (0.2116) loss_rec_all: 0.2259 (0.2371) loss_rec_sfr: 0.2832 (0.3261) loss_cl: -0.2789 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [03:24:19.994897] Epoch: [58] [2700/2904] eta: 0:02:33 lr: 0.002396 loss: 0.1965 (0.2115) loss_rec_all: 0.2226 (0.2371) loss_rec_sfr: 0.3052 (0.3260) loss_cl: -0.2786 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [03:24:34.905092] Epoch: [58] [2720/2904] eta: 0:02:18 lr: 0.002396 loss: 0.2017 (0.2115) loss_rec_all: 0.2271 (0.2371) loss_rec_sfr: 0.3202 (0.3261) loss_cl: -0.2780 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [03:24:49.826451] Epoch: [58] [2740/2904] eta: 0:02:03 lr: 0.002396 loss: 0.1986 (0.2115) loss_rec_all: 0.2242 (0.2370) loss_rec_sfr: 0.3186 (0.3260) loss_cl: -0.2777 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [03:25:04.745596] Epoch: [58] [2760/2904] eta: 0:01:48 lr: 0.002396 loss: 0.2012 (0.2115) loss_rec_all: 0.2268 (0.2371) loss_rec_sfr: 0.3069 (0.3262) loss_cl: -0.2791 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [03:25:19.658409] Epoch: [58] [2780/2904] eta: 0:01:33 lr: 0.002396 loss: 0.2000 (0.2115) loss_rec_all: 0.2258 (0.2371) loss_rec_sfr: 0.3149 (0.3262) loss_cl: -0.2801 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [03:25:34.571119] Epoch: [58] [2800/2904] eta: 0:01:18 lr: 0.002396 loss: 0.2039 (0.2115) loss_rec_all: 0.2298 (0.2371) loss_rec_sfr: 0.3009 (0.3261) loss_cl: -0.2792 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [03:25:49.479498] Epoch: [58] [2820/2904] eta: 0:01:03 lr: 0.002396 loss: 0.2040 (0.2115) loss_rec_all: 0.2298 (0.2371) loss_rec_sfr: 0.2960 (0.3262) loss_cl: -0.2788 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [03:26:04.419567] Epoch: [58] [2840/2904] eta: 0:00:48 lr: 0.002396 loss: 0.2040 (0.2116) loss_rec_all: 0.2299 (0.2372) loss_rec_sfr: 0.2901 (0.3263) loss_cl: -0.2782 (-0.2787) time: 0.7470 data: 0.0023 max mem: 29860 [03:26:19.322486] Epoch: [58] [2860/2904] eta: 0:00:33 lr: 0.002396 loss: 0.1977 (0.2115) loss_rec_all: 0.2238 (0.2371) loss_rec_sfr: 0.3097 (0.3263) loss_cl: -0.2789 (-0.2787) time: 0.7451 data: 0.0001 max mem: 29860 [03:26:34.223768] Epoch: [58] [2880/2904] eta: 0:00:18 lr: 0.002396 loss: 0.1998 (0.2115) loss_rec_all: 0.2257 (0.2371) loss_rec_sfr: 0.2849 (0.3262) loss_cl: -0.2791 (-0.2787) time: 0.7450 data: 0.0001 max mem: 29860 [03:26:49.124260] Epoch: [58] [2900/2904] eta: 0:00:03 lr: 0.002396 loss: 0.1993 (0.2115) loss_rec_all: 0.2248 (0.2371) loss_rec_sfr: 0.3184 (0.3262) loss_cl: -0.2790 (-0.2787) time: 0.7450 data: 0.0001 max mem: 29860 [03:26:51.367102] Epoch: [58] [2903/2904] eta: 0:00:00 lr: 0.002396 loss: 0.1998 (0.2115) loss_rec_all: 0.2254 (0.2371) loss_rec_sfr: 0.3184 (0.3262) loss_cl: -0.2790 (-0.2787) time: 0.7450 data: 0.0001 max mem: 29860 [03:26:53.474531] Epoch: [58] Total time: 0:36:26 (0.7530 s / it) [03:26:53.475630] Averaged stats: lr: 0.002396 loss: 0.1998 (0.2133) loss_rec_all: 0.2254 (0.2365) loss_rec_sfr: 0.3184 (0.3244) loss_cl: -0.2790 (-0.2554) [03:26:53.480811] log_dir: ./checkpoint/VF2_ViT-B [03:27:10.144466] Epoch: [59] [ 0/2904] eta: 13:26:24 lr: 0.002396 loss: 0.2133 (0.2133) loss_rec_all: 0.2390 (0.2390) loss_rec_sfr: 0.2882 (0.2882) loss_cl: -0.2771 (-0.2771) time: 16.6614 data: 11.6609 max mem: 29860 [03:27:26.709339] Epoch: [59] [ 20/2904] eta: 1:16:02 lr: 0.002396 loss: 0.2044 (0.2123) loss_rec_all: 0.2302 (0.2379) loss_rec_sfr: 0.2984 (0.3170) loss_cl: -0.2777 (-0.2778) time: 0.8282 data: 0.0506 max mem: 29860 [03:27:41.589184] Epoch: [59] [ 40/2904] eta: 0:56:00 lr: 0.002396 loss: 0.2001 (0.2122) loss_rec_all: 0.2264 (0.2378) loss_rec_sfr: 0.3143 (0.3244) loss_cl: -0.2792 (-0.2785) time: 0.7439 data: 0.0002 max mem: 29860 [03:27:56.472755] Epoch: [59] [ 60/2904] eta: 0:48:56 lr: 0.002396 loss: 0.1992 (0.2116) loss_rec_all: 0.2248 (0.2372) loss_rec_sfr: 0.2665 (0.3179) loss_cl: -0.2793 (-0.2788) time: 0.7441 data: 0.0002 max mem: 29860 [03:28:11.371313] Epoch: [59] [ 80/2904] eta: 0:45:15 lr: 0.002396 loss: 0.2003 (0.2111) loss_rec_all: 0.2260 (0.2367) loss_rec_sfr: 0.2918 (0.3187) loss_cl: -0.2795 (-0.2789) time: 0.7449 data: 0.0002 max mem: 29860 [03:28:26.278050] Epoch: [59] [ 100/2904] eta: 0:42:56 lr: 0.002396 loss: 0.1975 (0.2095) loss_rec_all: 0.2229 (0.2352) loss_rec_sfr: 0.2888 (0.3148) loss_cl: -0.2780 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [03:28:41.191386] Epoch: [59] [ 120/2904] eta: 0:41:18 lr: 0.002396 loss: 0.1996 (0.2093) loss_rec_all: 0.2252 (0.2349) loss_rec_sfr: 0.2853 (0.3143) loss_cl: -0.2779 (-0.2786) time: 0.7456 data: 0.0002 max mem: 29860 [03:28:56.116574] Epoch: [59] [ 140/2904] eta: 0:40:03 lr: 0.002396 loss: 0.2047 (0.2103) loss_rec_all: 0.2304 (0.2359) loss_rec_sfr: 0.2983 (0.3176) loss_cl: -0.2789 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [03:29:11.045113] Epoch: [59] [ 160/2904] eta: 0:39:04 lr: 0.002396 loss: 0.1989 (0.2104) loss_rec_all: 0.2246 (0.2361) loss_rec_sfr: 0.3168 (0.3197) loss_cl: -0.2789 (-0.2786) time: 0.7464 data: 0.0002 max mem: 29860 [03:29:25.958861] Epoch: [59] [ 180/2904] eta: 0:38:14 lr: 0.002396 loss: 0.2071 (0.2112) loss_rec_all: 0.2330 (0.2369) loss_rec_sfr: 0.2957 (0.3215) loss_cl: -0.2795 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [03:29:40.880856] Epoch: [59] [ 200/2904] eta: 0:37:31 lr: 0.002396 loss: 0.1997 (0.2113) loss_rec_all: 0.2253 (0.2369) loss_rec_sfr: 0.2934 (0.3220) loss_cl: -0.2782 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [03:29:55.797639] Epoch: [59] [ 220/2904] eta: 0:36:54 lr: 0.002396 loss: 0.2032 (0.2117) loss_rec_all: 0.2286 (0.2373) loss_rec_sfr: 0.3016 (0.3230) loss_cl: -0.2770 (-0.2785) time: 0.7458 data: 0.0002 max mem: 29860 [03:30:10.713834] Epoch: [59] [ 240/2904] eta: 0:36:20 lr: 0.002396 loss: 0.2011 (0.2117) loss_rec_all: 0.2269 (0.2373) loss_rec_sfr: 0.2880 (0.3232) loss_cl: -0.2789 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [03:30:25.626299] Epoch: [59] [ 260/2904] eta: 0:35:48 lr: 0.002396 loss: 0.2002 (0.2111) loss_rec_all: 0.2260 (0.2367) loss_rec_sfr: 0.2981 (0.3211) loss_cl: -0.2797 (-0.2786) time: 0.7456 data: 0.0002 max mem: 29860 [03:30:40.536306] Epoch: [59] [ 280/2904] eta: 0:35:20 lr: 0.002396 loss: 0.2046 (0.2117) loss_rec_all: 0.2305 (0.2373) loss_rec_sfr: 0.3157 (0.3227) loss_cl: -0.2795 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [03:30:55.448571] Epoch: [59] [ 300/2904] eta: 0:34:53 lr: 0.002396 loss: 0.1999 (0.2120) loss_rec_all: 0.2258 (0.2376) loss_rec_sfr: 0.2957 (0.3235) loss_cl: -0.2789 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [03:31:10.386588] Epoch: [59] [ 320/2904] eta: 0:34:27 lr: 0.002396 loss: 0.2002 (0.2121) loss_rec_all: 0.2263 (0.2377) loss_rec_sfr: 0.3175 (0.3245) loss_cl: -0.2785 (-0.2787) time: 0.7469 data: 0.0002 max mem: 29860 [03:31:25.306660] Epoch: [59] [ 340/2904] eta: 0:34:03 lr: 0.002396 loss: 0.1987 (0.2123) loss_rec_all: 0.2245 (0.2379) loss_rec_sfr: 0.2784 (0.3245) loss_cl: -0.2776 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [03:31:40.227167] Epoch: [59] [ 360/2904] eta: 0:33:40 lr: 0.002396 loss: 0.1987 (0.2121) loss_rec_all: 0.2250 (0.2377) loss_rec_sfr: 0.2924 (0.3242) loss_cl: -0.2789 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [03:31:55.147755] Epoch: [59] [ 380/2904] eta: 0:33:18 lr: 0.002396 loss: 0.1967 (0.2117) loss_rec_all: 0.2224 (0.2373) loss_rec_sfr: 0.2884 (0.3236) loss_cl: -0.2798 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [03:32:10.063753] Epoch: [59] [ 400/2904] eta: 0:32:56 lr: 0.002396 loss: 0.1969 (0.2113) loss_rec_all: 0.2226 (0.2369) loss_rec_sfr: 0.3226 (0.3235) loss_cl: -0.2795 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [03:32:24.980107] Epoch: [59] [ 420/2904] eta: 0:32:35 lr: 0.002396 loss: 0.1968 (0.2110) loss_rec_all: 0.2228 (0.2366) loss_rec_sfr: 0.2985 (0.3231) loss_cl: -0.2786 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [03:32:39.900152] Epoch: [59] [ 440/2904] eta: 0:32:15 lr: 0.002396 loss: 0.2017 (0.2110) loss_rec_all: 0.2278 (0.2366) loss_rec_sfr: 0.2839 (0.3225) loss_cl: -0.2776 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [03:32:54.818870] Epoch: [59] [ 460/2904] eta: 0:31:55 lr: 0.002396 loss: 0.2010 (0.2110) loss_rec_all: 0.2267 (0.2366) loss_rec_sfr: 0.2899 (0.3224) loss_cl: -0.2786 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [03:33:09.730751] Epoch: [59] [ 480/2904] eta: 0:31:35 lr: 0.002396 loss: 0.1986 (0.2111) loss_rec_all: 0.2243 (0.2367) loss_rec_sfr: 0.3053 (0.3229) loss_cl: -0.2795 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [03:33:24.641223] Epoch: [59] [ 500/2904] eta: 0:31:16 lr: 0.002396 loss: 0.2023 (0.2110) loss_rec_all: 0.2286 (0.2366) loss_rec_sfr: 0.3121 (0.3231) loss_cl: -0.2790 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [03:33:39.553292] Epoch: [59] [ 520/2904] eta: 0:30:57 lr: 0.002396 loss: 0.1999 (0.2106) loss_rec_all: 0.2256 (0.2363) loss_rec_sfr: 0.2715 (0.3216) loss_cl: -0.2787 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [03:33:54.467241] Epoch: [59] [ 540/2904] eta: 0:30:39 lr: 0.002396 loss: 0.1980 (0.2107) loss_rec_all: 0.2238 (0.2363) loss_rec_sfr: 0.2834 (0.3216) loss_cl: -0.2787 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [03:34:09.383930] Epoch: [59] [ 560/2904] eta: 0:30:21 lr: 0.002396 loss: 0.2065 (0.2110) loss_rec_all: 0.2325 (0.2366) loss_rec_sfr: 0.2858 (0.3221) loss_cl: -0.2792 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [03:34:24.308378] Epoch: [59] [ 580/2904] eta: 0:30:03 lr: 0.002396 loss: 0.2029 (0.2111) loss_rec_all: 0.2288 (0.2367) loss_rec_sfr: 0.3068 (0.3225) loss_cl: -0.2783 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [03:34:39.231644] Epoch: [59] [ 600/2904] eta: 0:29:45 lr: 0.002396 loss: 0.2012 (0.2113) loss_rec_all: 0.2269 (0.2369) loss_rec_sfr: 0.3151 (0.3232) loss_cl: -0.2784 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [03:34:54.153199] Epoch: [59] [ 620/2904] eta: 0:29:27 lr: 0.002396 loss: 0.1992 (0.2113) loss_rec_all: 0.2253 (0.2369) loss_rec_sfr: 0.2958 (0.3230) loss_cl: -0.2793 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [03:35:09.063631] Epoch: [59] [ 640/2904] eta: 0:29:10 lr: 0.002396 loss: 0.1955 (0.2108) loss_rec_all: 0.2211 (0.2364) loss_rec_sfr: 0.3162 (0.3222) loss_cl: -0.2788 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [03:35:23.972904] Epoch: [59] [ 660/2904] eta: 0:28:52 lr: 0.002396 loss: 0.1985 (0.2108) loss_rec_all: 0.2241 (0.2364) loss_rec_sfr: 0.2854 (0.3219) loss_cl: -0.2784 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [03:35:38.890425] Epoch: [59] [ 680/2904] eta: 0:28:35 lr: 0.002396 loss: 0.2033 (0.2107) loss_rec_all: 0.2289 (0.2363) loss_rec_sfr: 0.3050 (0.3219) loss_cl: -0.2790 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [03:35:53.810458] Epoch: [59] [ 700/2904] eta: 0:28:18 lr: 0.002396 loss: 0.2036 (0.2109) loss_rec_all: 0.2293 (0.2365) loss_rec_sfr: 0.3001 (0.3225) loss_cl: -0.2794 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [03:36:08.723181] Epoch: [59] [ 720/2904] eta: 0:28:01 lr: 0.002396 loss: 0.2006 (0.2109) loss_rec_all: 0.2267 (0.2365) loss_rec_sfr: 0.2978 (0.3227) loss_cl: -0.2790 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [03:36:23.635104] Epoch: [59] [ 740/2904] eta: 0:27:44 lr: 0.002396 loss: 0.1973 (0.2108) loss_rec_all: 0.2234 (0.2364) loss_rec_sfr: 0.2732 (0.3219) loss_cl: -0.2787 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [03:36:38.548731] Epoch: [59] [ 760/2904] eta: 0:27:28 lr: 0.002396 loss: 0.1996 (0.2106) loss_rec_all: 0.2256 (0.2362) loss_rec_sfr: 0.2812 (0.3211) loss_cl: -0.2786 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [03:36:53.467890] Epoch: [59] [ 780/2904] eta: 0:27:11 lr: 0.002396 loss: 0.2040 (0.2107) loss_rec_all: 0.2293 (0.2363) loss_rec_sfr: 0.3171 (0.3216) loss_cl: -0.2786 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [03:37:08.380056] Epoch: [59] [ 800/2904] eta: 0:26:55 lr: 0.002396 loss: 0.1997 (0.2105) loss_rec_all: 0.2255 (0.2361) loss_rec_sfr: 0.2949 (0.3213) loss_cl: -0.2793 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [03:37:23.291295] Epoch: [59] [ 820/2904] eta: 0:26:38 lr: 0.002396 loss: 0.1987 (0.2103) loss_rec_all: 0.2247 (0.2360) loss_rec_sfr: 0.2813 (0.3209) loss_cl: -0.2791 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [03:37:38.201671] Epoch: [59] [ 840/2904] eta: 0:26:22 lr: 0.002396 loss: 0.2007 (0.2104) loss_rec_all: 0.2263 (0.2360) loss_rec_sfr: 0.3209 (0.3214) loss_cl: -0.2788 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [03:37:53.115024] Epoch: [59] [ 860/2904] eta: 0:26:05 lr: 0.002396 loss: 0.2017 (0.2104) loss_rec_all: 0.2276 (0.2360) loss_rec_sfr: 0.3152 (0.3215) loss_cl: -0.2777 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [03:38:08.028826] Epoch: [59] [ 880/2904] eta: 0:25:49 lr: 0.002396 loss: 0.1943 (0.2102) loss_rec_all: 0.2198 (0.2358) loss_rec_sfr: 0.2877 (0.3212) loss_cl: -0.2785 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [03:38:22.942435] Epoch: [59] [ 900/2904] eta: 0:25:33 lr: 0.002396 loss: 0.2049 (0.2102) loss_rec_all: 0.2304 (0.2358) loss_rec_sfr: 0.2903 (0.3210) loss_cl: -0.2786 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [03:38:37.858716] Epoch: [59] [ 920/2904] eta: 0:25:17 lr: 0.002396 loss: 0.2022 (0.2103) loss_rec_all: 0.2275 (0.2359) loss_rec_sfr: 0.3063 (0.3213) loss_cl: -0.2787 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [03:38:52.773227] Epoch: [59] [ 940/2904] eta: 0:25:01 lr: 0.002396 loss: 0.1995 (0.2102) loss_rec_all: 0.2256 (0.2358) loss_rec_sfr: 0.2776 (0.3208) loss_cl: -0.2794 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [03:39:07.682271] Epoch: [59] [ 960/2904] eta: 0:24:45 lr: 0.002396 loss: 0.1996 (0.2102) loss_rec_all: 0.2252 (0.2359) loss_rec_sfr: 0.2833 (0.3209) loss_cl: -0.2785 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [03:39:22.600819] Epoch: [59] [ 980/2904] eta: 0:24:29 lr: 0.002396 loss: 0.2006 (0.2103) loss_rec_all: 0.2264 (0.2360) loss_rec_sfr: 0.3103 (0.3213) loss_cl: -0.2794 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [03:39:37.522245] Epoch: [59] [1000/2904] eta: 0:24:13 lr: 0.002396 loss: 0.1967 (0.2104) loss_rec_all: 0.2223 (0.2360) loss_rec_sfr: 0.3110 (0.3216) loss_cl: -0.2782 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [03:39:52.442246] Epoch: [59] [1020/2904] eta: 0:23:57 lr: 0.002396 loss: 0.2039 (0.2105) loss_rec_all: 0.2297 (0.2361) loss_rec_sfr: 0.3283 (0.3222) loss_cl: -0.2788 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [03:40:07.359839] Epoch: [59] [1040/2904] eta: 0:23:41 lr: 0.002396 loss: 0.2038 (0.2106) loss_rec_all: 0.2298 (0.2362) loss_rec_sfr: 0.2882 (0.3222) loss_cl: -0.2794 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [03:40:22.283161] Epoch: [59] [1060/2904] eta: 0:23:25 lr: 0.002396 loss: 0.1995 (0.2105) loss_rec_all: 0.2251 (0.2361) loss_rec_sfr: 0.2990 (0.3219) loss_cl: -0.2795 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [03:40:37.202849] Epoch: [59] [1080/2904] eta: 0:23:09 lr: 0.002396 loss: 0.1961 (0.2104) loss_rec_all: 0.2222 (0.2360) loss_rec_sfr: 0.2790 (0.3216) loss_cl: -0.2788 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [03:40:52.127338] Epoch: [59] [1100/2904] eta: 0:22:54 lr: 0.002396 loss: 0.2002 (0.2104) loss_rec_all: 0.2261 (0.2360) loss_rec_sfr: 0.3105 (0.3218) loss_cl: -0.2784 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [03:41:07.046101] Epoch: [59] [1120/2904] eta: 0:22:38 lr: 0.002396 loss: 0.1994 (0.2105) loss_rec_all: 0.2249 (0.2361) loss_rec_sfr: 0.3151 (0.3220) loss_cl: -0.2789 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [03:41:21.962316] Epoch: [59] [1140/2904] eta: 0:22:22 lr: 0.002396 loss: 0.2015 (0.2105) loss_rec_all: 0.2277 (0.2361) loss_rec_sfr: 0.2853 (0.3218) loss_cl: -0.2794 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [03:41:36.876746] Epoch: [59] [1160/2904] eta: 0:22:06 lr: 0.002396 loss: 0.2041 (0.2105) loss_rec_all: 0.2297 (0.2361) loss_rec_sfr: 0.2893 (0.3220) loss_cl: -0.2793 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [03:41:51.792987] Epoch: [59] [1180/2904] eta: 0:21:51 lr: 0.002396 loss: 0.1990 (0.2106) loss_rec_all: 0.2245 (0.2362) loss_rec_sfr: 0.3124 (0.3222) loss_cl: -0.2783 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [03:42:06.708227] Epoch: [59] [1200/2904] eta: 0:21:35 lr: 0.002396 loss: 0.2014 (0.2106) loss_rec_all: 0.2273 (0.2362) loss_rec_sfr: 0.2881 (0.3223) loss_cl: -0.2780 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [03:42:21.627491] Epoch: [59] [1220/2904] eta: 0:21:20 lr: 0.002396 loss: 0.2005 (0.2105) loss_rec_all: 0.2263 (0.2361) loss_rec_sfr: 0.2822 (0.3221) loss_cl: -0.2794 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [03:42:36.535690] Epoch: [59] [1240/2904] eta: 0:21:04 lr: 0.002396 loss: 0.1999 (0.2105) loss_rec_all: 0.2258 (0.2361) loss_rec_sfr: 0.3195 (0.3223) loss_cl: -0.2783 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [03:42:51.449862] Epoch: [59] [1260/2904] eta: 0:20:48 lr: 0.002396 loss: 0.2004 (0.2105) loss_rec_all: 0.2259 (0.2361) loss_rec_sfr: 0.3016 (0.3222) loss_cl: -0.2783 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [03:43:06.361968] Epoch: [59] [1280/2904] eta: 0:20:33 lr: 0.002396 loss: 0.2008 (0.2105) loss_rec_all: 0.2269 (0.2361) loss_rec_sfr: 0.3104 (0.3223) loss_cl: -0.2784 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [03:43:21.270904] Epoch: [59] [1300/2904] eta: 0:20:17 lr: 0.002396 loss: 0.2030 (0.2105) loss_rec_all: 0.2287 (0.2361) loss_rec_sfr: 0.2894 (0.3222) loss_cl: -0.2786 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [03:43:36.186910] Epoch: [59] [1320/2904] eta: 0:20:02 lr: 0.002396 loss: 0.1991 (0.2104) loss_rec_all: 0.2248 (0.2360) loss_rec_sfr: 0.2929 (0.3219) loss_cl: -0.2792 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [03:43:51.107931] Epoch: [59] [1340/2904] eta: 0:19:46 lr: 0.002396 loss: 0.2041 (0.2106) loss_rec_all: 0.2303 (0.2362) loss_rec_sfr: 0.2834 (0.3224) loss_cl: -0.2794 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [03:44:06.018881] Epoch: [59] [1360/2904] eta: 0:19:31 lr: 0.002396 loss: 0.1970 (0.2106) loss_rec_all: 0.2225 (0.2362) loss_rec_sfr: 0.3120 (0.3225) loss_cl: -0.2785 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [03:44:20.934930] Epoch: [59] [1380/2904] eta: 0:19:15 lr: 0.002396 loss: 0.2003 (0.2106) loss_rec_all: 0.2263 (0.2362) loss_rec_sfr: 0.2909 (0.3225) loss_cl: -0.2780 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [03:44:35.849639] Epoch: [59] [1400/2904] eta: 0:19:00 lr: 0.002396 loss: 0.2018 (0.2107) loss_rec_all: 0.2274 (0.2363) loss_rec_sfr: 0.2888 (0.3224) loss_cl: -0.2792 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [03:44:50.763792] Epoch: [59] [1420/2904] eta: 0:18:44 lr: 0.002396 loss: 0.1998 (0.2107) loss_rec_all: 0.2253 (0.2363) loss_rec_sfr: 0.3142 (0.3226) loss_cl: -0.2783 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [03:45:05.678040] Epoch: [59] [1440/2904] eta: 0:18:29 lr: 0.002396 loss: 0.1997 (0.2106) loss_rec_all: 0.2252 (0.2362) loss_rec_sfr: 0.2975 (0.3225) loss_cl: -0.2790 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [03:45:20.601529] Epoch: [59] [1460/2904] eta: 0:18:14 lr: 0.002396 loss: 0.2003 (0.2106) loss_rec_all: 0.2258 (0.2362) loss_rec_sfr: 0.3129 (0.3225) loss_cl: -0.2784 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [03:45:35.522993] Epoch: [59] [1480/2904] eta: 0:17:58 lr: 0.002396 loss: 0.1988 (0.2106) loss_rec_all: 0.2248 (0.2363) loss_rec_sfr: 0.2947 (0.3227) loss_cl: -0.2799 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [03:45:50.434885] Epoch: [59] [1500/2904] eta: 0:17:43 lr: 0.002396 loss: 0.2039 (0.2106) loss_rec_all: 0.2296 (0.2362) loss_rec_sfr: 0.2878 (0.3224) loss_cl: -0.2795 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [03:46:05.345052] Epoch: [59] [1520/2904] eta: 0:17:28 lr: 0.002396 loss: 0.1944 (0.2105) loss_rec_all: 0.2200 (0.2361) loss_rec_sfr: 0.2872 (0.3221) loss_cl: -0.2788 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [03:46:20.258003] Epoch: [59] [1540/2904] eta: 0:17:12 lr: 0.002396 loss: 0.1988 (0.2105) loss_rec_all: 0.2243 (0.2361) loss_rec_sfr: 0.3138 (0.3220) loss_cl: -0.2780 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [03:46:35.175028] Epoch: [59] [1560/2904] eta: 0:16:57 lr: 0.002396 loss: 0.1962 (0.2105) loss_rec_all: 0.2220 (0.2361) loss_rec_sfr: 0.3227 (0.3222) loss_cl: -0.2788 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [03:46:50.089831] Epoch: [59] [1580/2904] eta: 0:16:42 lr: 0.002396 loss: 0.2039 (0.2105) loss_rec_all: 0.2296 (0.2361) loss_rec_sfr: 0.2825 (0.3222) loss_cl: -0.2794 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [03:47:05.013421] Epoch: [59] [1600/2904] eta: 0:16:26 lr: 0.002396 loss: 0.2038 (0.2105) loss_rec_all: 0.2295 (0.2361) loss_rec_sfr: 0.2936 (0.3221) loss_cl: -0.2795 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [03:47:19.934705] Epoch: [59] [1620/2904] eta: 0:16:11 lr: 0.002396 loss: 0.1985 (0.2104) loss_rec_all: 0.2245 (0.2360) loss_rec_sfr: 0.2931 (0.3219) loss_cl: -0.2786 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [03:47:34.856459] Epoch: [59] [1640/2904] eta: 0:15:56 lr: 0.002396 loss: 0.2021 (0.2105) loss_rec_all: 0.2276 (0.2361) loss_rec_sfr: 0.3413 (0.3225) loss_cl: -0.2785 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [03:47:49.768670] Epoch: [59] [1660/2904] eta: 0:15:40 lr: 0.002396 loss: 0.2013 (0.2106) loss_rec_all: 0.2272 (0.2362) loss_rec_sfr: 0.3179 (0.3228) loss_cl: -0.2782 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [03:48:04.686303] Epoch: [59] [1680/2904] eta: 0:15:25 lr: 0.002396 loss: 0.1978 (0.2105) loss_rec_all: 0.2238 (0.2361) loss_rec_sfr: 0.2854 (0.3224) loss_cl: -0.2791 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [03:48:19.602040] Epoch: [59] [1700/2904] eta: 0:15:10 lr: 0.002396 loss: 0.2002 (0.2106) loss_rec_all: 0.2264 (0.2362) loss_rec_sfr: 0.3005 (0.3225) loss_cl: -0.2793 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [03:48:34.520234] Epoch: [59] [1720/2904] eta: 0:14:55 lr: 0.002396 loss: 0.1986 (0.2106) loss_rec_all: 0.2244 (0.2362) loss_rec_sfr: 0.3127 (0.3226) loss_cl: -0.2787 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [03:48:49.440391] Epoch: [59] [1740/2904] eta: 0:14:39 lr: 0.002396 loss: 0.1973 (0.2106) loss_rec_all: 0.2234 (0.2362) loss_rec_sfr: 0.3083 (0.3226) loss_cl: -0.2788 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [03:49:04.360490] Epoch: [59] [1760/2904] eta: 0:14:24 lr: 0.002396 loss: 0.2003 (0.2106) loss_rec_all: 0.2259 (0.2362) loss_rec_sfr: 0.2919 (0.3225) loss_cl: -0.2790 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [03:49:19.277688] Epoch: [59] [1780/2904] eta: 0:14:09 lr: 0.002396 loss: 0.2026 (0.2106) loss_rec_all: 0.2280 (0.2362) loss_rec_sfr: 0.2841 (0.3225) loss_cl: -0.2785 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [03:49:34.192408] Epoch: [59] [1800/2904] eta: 0:13:54 lr: 0.002396 loss: 0.2010 (0.2106) loss_rec_all: 0.2268 (0.2362) loss_rec_sfr: 0.3141 (0.3226) loss_cl: -0.2790 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [03:49:49.106183] Epoch: [59] [1820/2904] eta: 0:13:38 lr: 0.002396 loss: 0.2019 (0.2106) loss_rec_all: 0.2279 (0.2362) loss_rec_sfr: 0.3064 (0.3227) loss_cl: -0.2787 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [03:50:04.014526] Epoch: [59] [1840/2904] eta: 0:13:23 lr: 0.002396 loss: 0.1977 (0.2105) loss_rec_all: 0.2238 (0.2362) loss_rec_sfr: 0.2844 (0.3224) loss_cl: -0.2779 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [03:50:18.928342] Epoch: [59] [1860/2904] eta: 0:13:08 lr: 0.002396 loss: 0.2008 (0.2105) loss_rec_all: 0.2262 (0.2361) loss_rec_sfr: 0.3142 (0.3223) loss_cl: -0.2782 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [03:50:33.837616] Epoch: [59] [1880/2904] eta: 0:12:53 lr: 0.002396 loss: 0.1996 (0.2105) loss_rec_all: 0.2252 (0.2362) loss_rec_sfr: 0.3238 (0.3225) loss_cl: -0.2784 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [03:50:48.748648] Epoch: [59] [1900/2904] eta: 0:12:37 lr: 0.002396 loss: 0.1979 (0.2105) loss_rec_all: 0.2237 (0.2361) loss_rec_sfr: 0.2871 (0.3225) loss_cl: -0.2788 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [03:51:03.657855] Epoch: [59] [1920/2904] eta: 0:12:22 lr: 0.002396 loss: 0.1980 (0.2105) loss_rec_all: 0.2241 (0.2361) loss_rec_sfr: 0.3110 (0.3225) loss_cl: -0.2793 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [03:51:18.569738] Epoch: [59] [1940/2904] eta: 0:12:07 lr: 0.002396 loss: 0.2000 (0.2104) loss_rec_all: 0.2261 (0.2360) loss_rec_sfr: 0.3147 (0.3225) loss_cl: -0.2798 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [03:51:33.475101] Epoch: [59] [1960/2904] eta: 0:11:52 lr: 0.002396 loss: 0.1988 (0.2104) loss_rec_all: 0.2245 (0.2360) loss_rec_sfr: 0.2883 (0.3222) loss_cl: -0.2797 (-0.2787) time: 0.7452 data: 0.0002 max mem: 29860 [03:51:48.384172] Epoch: [59] [1980/2904] eta: 0:11:37 lr: 0.002396 loss: 0.2031 (0.2103) loss_rec_all: 0.2292 (0.2359) loss_rec_sfr: 0.2843 (0.3220) loss_cl: -0.2798 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [03:52:03.297092] Epoch: [59] [2000/2904] eta: 0:11:22 lr: 0.002396 loss: 0.2114 (0.2105) loss_rec_all: 0.2371 (0.2361) loss_rec_sfr: 0.3299 (0.3225) loss_cl: -0.2770 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [03:52:18.214329] Epoch: [59] [2020/2904] eta: 0:11:06 lr: 0.002396 loss: 0.1972 (0.2104) loss_rec_all: 0.2232 (0.2360) loss_rec_sfr: 0.2800 (0.3224) loss_cl: -0.2785 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [03:52:33.126099] Epoch: [59] [2040/2904] eta: 0:10:51 lr: 0.002396 loss: 0.1995 (0.2104) loss_rec_all: 0.2251 (0.2360) loss_rec_sfr: 0.2920 (0.3222) loss_cl: -0.2800 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [03:52:48.042671] Epoch: [59] [2060/2904] eta: 0:10:36 lr: 0.002396 loss: 0.2029 (0.2104) loss_rec_all: 0.2287 (0.2360) loss_rec_sfr: 0.3035 (0.3220) loss_cl: -0.2796 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [03:53:02.948932] Epoch: [59] [2080/2904] eta: 0:10:21 lr: 0.002396 loss: 0.2013 (0.2103) loss_rec_all: 0.2268 (0.2360) loss_rec_sfr: 0.2918 (0.3219) loss_cl: -0.2789 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [03:53:18.012890] Epoch: [59] [2100/2904] eta: 0:10:06 lr: 0.002396 loss: 0.1970 (0.2103) loss_rec_all: 0.2225 (0.2359) loss_rec_sfr: 0.2865 (0.3218) loss_cl: -0.2785 (-0.2787) time: 0.7532 data: 0.0002 max mem: 29860 [03:53:32.920056] Epoch: [59] [2120/2904] eta: 0:09:51 lr: 0.002396 loss: 0.2013 (0.2104) loss_rec_all: 0.2268 (0.2360) loss_rec_sfr: 0.3192 (0.3220) loss_cl: -0.2781 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [03:53:47.837700] Epoch: [59] [2140/2904] eta: 0:09:36 lr: 0.002396 loss: 0.2041 (0.2104) loss_rec_all: 0.2296 (0.2360) loss_rec_sfr: 0.3206 (0.3221) loss_cl: -0.2784 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [03:54:02.747663] Epoch: [59] [2160/2904] eta: 0:09:20 lr: 0.002396 loss: 0.2027 (0.2104) loss_rec_all: 0.2288 (0.2360) loss_rec_sfr: 0.2832 (0.3219) loss_cl: -0.2801 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [03:54:17.659200] Epoch: [59] [2180/2904] eta: 0:09:05 lr: 0.002396 loss: 0.2002 (0.2104) loss_rec_all: 0.2262 (0.2360) loss_rec_sfr: 0.3201 (0.3220) loss_cl: -0.2794 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [03:54:32.570158] Epoch: [59] [2200/2904] eta: 0:08:50 lr: 0.002396 loss: 0.1997 (0.2103) loss_rec_all: 0.2252 (0.2359) loss_rec_sfr: 0.2863 (0.3218) loss_cl: -0.2784 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [03:54:47.485099] Epoch: [59] [2220/2904] eta: 0:08:35 lr: 0.002396 loss: 0.1980 (0.2103) loss_rec_all: 0.2237 (0.2359) loss_rec_sfr: 0.3160 (0.3218) loss_cl: -0.2788 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [03:55:02.398533] Epoch: [59] [2240/2904] eta: 0:08:20 lr: 0.002396 loss: 0.2030 (0.2103) loss_rec_all: 0.2286 (0.2359) loss_rec_sfr: 0.3194 (0.3219) loss_cl: -0.2791 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [03:55:17.308043] Epoch: [59] [2260/2904] eta: 0:08:05 lr: 0.002396 loss: 0.1977 (0.2103) loss_rec_all: 0.2236 (0.2359) loss_rec_sfr: 0.2995 (0.3219) loss_cl: -0.2787 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [03:55:32.220468] Epoch: [59] [2280/2904] eta: 0:07:50 lr: 0.002396 loss: 0.1998 (0.2103) loss_rec_all: 0.2258 (0.2359) loss_rec_sfr: 0.3139 (0.3219) loss_cl: -0.2785 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [03:55:47.136420] Epoch: [59] [2300/2904] eta: 0:07:35 lr: 0.002396 loss: 0.1999 (0.2103) loss_rec_all: 0.2261 (0.2359) loss_rec_sfr: 0.3184 (0.3221) loss_cl: -0.2785 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [03:56:02.056999] Epoch: [59] [2320/2904] eta: 0:07:19 lr: 0.002396 loss: 0.1978 (0.2103) loss_rec_all: 0.2233 (0.2359) loss_rec_sfr: 0.3080 (0.3221) loss_cl: -0.2795 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [03:56:16.987704] Epoch: [59] [2340/2904] eta: 0:07:04 lr: 0.002396 loss: 0.2001 (0.2102) loss_rec_all: 0.2257 (0.2359) loss_rec_sfr: 0.3150 (0.3221) loss_cl: -0.2792 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [03:56:31.904191] Epoch: [59] [2360/2904] eta: 0:06:49 lr: 0.002396 loss: 0.2002 (0.2103) loss_rec_all: 0.2260 (0.2359) loss_rec_sfr: 0.2844 (0.3221) loss_cl: -0.2782 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [03:56:46.817558] Epoch: [59] [2380/2904] eta: 0:06:34 lr: 0.002396 loss: 0.2022 (0.2103) loss_rec_all: 0.2283 (0.2359) loss_rec_sfr: 0.2871 (0.3220) loss_cl: -0.2782 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [03:57:01.735360] Epoch: [59] [2400/2904] eta: 0:06:19 lr: 0.002396 loss: 0.2018 (0.2102) loss_rec_all: 0.2278 (0.2358) loss_rec_sfr: 0.2837 (0.3218) loss_cl: -0.2794 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [03:57:16.657301] Epoch: [59] [2420/2904] eta: 0:06:04 lr: 0.002396 loss: 0.2006 (0.2102) loss_rec_all: 0.2266 (0.2358) loss_rec_sfr: 0.3083 (0.3218) loss_cl: -0.2792 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [03:57:31.577738] Epoch: [59] [2440/2904] eta: 0:05:49 lr: 0.002396 loss: 0.2054 (0.2103) loss_rec_all: 0.2312 (0.2359) loss_rec_sfr: 0.3086 (0.3222) loss_cl: -0.2787 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [03:57:46.495318] Epoch: [59] [2460/2904] eta: 0:05:34 lr: 0.002396 loss: 0.1975 (0.2102) loss_rec_all: 0.2232 (0.2359) loss_rec_sfr: 0.2969 (0.3220) loss_cl: -0.2787 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [03:58:01.409232] Epoch: [59] [2480/2904] eta: 0:05:19 lr: 0.002396 loss: 0.2004 (0.2102) loss_rec_all: 0.2263 (0.2359) loss_rec_sfr: 0.2876 (0.3220) loss_cl: -0.2784 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [03:58:16.328759] Epoch: [59] [2500/2904] eta: 0:05:04 lr: 0.002396 loss: 0.1956 (0.2102) loss_rec_all: 0.2213 (0.2358) loss_rec_sfr: 0.2964 (0.3218) loss_cl: -0.2791 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [03:58:31.250868] Epoch: [59] [2520/2904] eta: 0:04:49 lr: 0.002396 loss: 0.2081 (0.2102) loss_rec_all: 0.2339 (0.2358) loss_rec_sfr: 0.3000 (0.3220) loss_cl: -0.2788 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [03:58:46.166137] Epoch: [59] [2540/2904] eta: 0:04:33 lr: 0.002396 loss: 0.1981 (0.2102) loss_rec_all: 0.2240 (0.2358) loss_rec_sfr: 0.2861 (0.3219) loss_cl: -0.2789 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [03:59:01.084234] Epoch: [59] [2560/2904] eta: 0:04:18 lr: 0.002396 loss: 0.2005 (0.2102) loss_rec_all: 0.2263 (0.2359) loss_rec_sfr: 0.3192 (0.3220) loss_cl: -0.2798 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [03:59:16.001534] Epoch: [59] [2580/2904] eta: 0:04:03 lr: 0.002396 loss: 0.2081 (0.2103) loss_rec_all: 0.2340 (0.2359) loss_rec_sfr: 0.2890 (0.3220) loss_cl: -0.2794 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [03:59:30.921813] Epoch: [59] [2600/2904] eta: 0:03:48 lr: 0.002396 loss: 0.2013 (0.2103) loss_rec_all: 0.2272 (0.2359) loss_rec_sfr: 0.2846 (0.3220) loss_cl: -0.2782 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [03:59:45.836802] Epoch: [59] [2620/2904] eta: 0:03:33 lr: 0.002396 loss: 0.1992 (0.2103) loss_rec_all: 0.2248 (0.2359) loss_rec_sfr: 0.2920 (0.3220) loss_cl: -0.2787 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [04:00:00.757301] Epoch: [59] [2640/2904] eta: 0:03:18 lr: 0.002396 loss: 0.1967 (0.2102) loss_rec_all: 0.2222 (0.2358) loss_rec_sfr: 0.3115 (0.3219) loss_cl: -0.2784 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [04:00:15.683945] Epoch: [59] [2660/2904] eta: 0:03:03 lr: 0.002396 loss: 0.2043 (0.2103) loss_rec_all: 0.2298 (0.2359) loss_rec_sfr: 0.3076 (0.3220) loss_cl: -0.2798 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [04:00:30.600593] Epoch: [59] [2680/2904] eta: 0:02:48 lr: 0.002396 loss: 0.2025 (0.2103) loss_rec_all: 0.2282 (0.2359) loss_rec_sfr: 0.3032 (0.3221) loss_cl: -0.2795 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [04:00:45.514288] Epoch: [59] [2700/2904] eta: 0:02:33 lr: 0.002396 loss: 0.2071 (0.2103) loss_rec_all: 0.2333 (0.2359) loss_rec_sfr: 0.3111 (0.3223) loss_cl: -0.2787 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [04:01:00.432525] Epoch: [59] [2720/2904] eta: 0:02:18 lr: 0.002396 loss: 0.1972 (0.2103) loss_rec_all: 0.2232 (0.2359) loss_rec_sfr: 0.2731 (0.3223) loss_cl: -0.2779 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [04:01:15.354733] Epoch: [59] [2740/2904] eta: 0:02:03 lr: 0.002396 loss: 0.2012 (0.2104) loss_rec_all: 0.2266 (0.2360) loss_rec_sfr: 0.3275 (0.3225) loss_cl: -0.2775 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [04:01:30.267667] Epoch: [59] [2760/2904] eta: 0:01:48 lr: 0.002396 loss: 0.2009 (0.2104) loss_rec_all: 0.2270 (0.2360) loss_rec_sfr: 0.2868 (0.3226) loss_cl: -0.2792 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [04:01:45.186848] Epoch: [59] [2780/2904] eta: 0:01:33 lr: 0.002396 loss: 0.2027 (0.2105) loss_rec_all: 0.2282 (0.2362) loss_rec_sfr: 0.3363 (0.3230) loss_cl: -0.2784 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [04:02:00.105365] Epoch: [59] [2800/2904] eta: 0:01:18 lr: 0.002396 loss: 0.2008 (0.2105) loss_rec_all: 0.2264 (0.2361) loss_rec_sfr: 0.2949 (0.3230) loss_cl: -0.2793 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [04:02:15.019474] Epoch: [59] [2820/2904] eta: 0:01:03 lr: 0.002396 loss: 0.2009 (0.2105) loss_rec_all: 0.2266 (0.2361) loss_rec_sfr: 0.3169 (0.3230) loss_cl: -0.2787 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [04:02:29.961966] Epoch: [59] [2840/2904] eta: 0:00:48 lr: 0.002396 loss: 0.2009 (0.2106) loss_rec_all: 0.2266 (0.2362) loss_rec_sfr: 0.2837 (0.3231) loss_cl: -0.2783 (-0.2787) time: 0.7471 data: 0.0023 max mem: 29860 [04:02:44.858777] Epoch: [59] [2860/2904] eta: 0:00:33 lr: 0.002396 loss: 0.2020 (0.2106) loss_rec_all: 0.2278 (0.2362) loss_rec_sfr: 0.2836 (0.3230) loss_cl: -0.2786 (-0.2787) time: 0.7448 data: 0.0001 max mem: 29860 [04:02:59.756590] Epoch: [59] [2880/2904] eta: 0:00:18 lr: 0.002396 loss: 0.1983 (0.2106) loss_rec_all: 0.2244 (0.2362) loss_rec_sfr: 0.3029 (0.3230) loss_cl: -0.2795 (-0.2787) time: 0.7449 data: 0.0001 max mem: 29860 [04:03:14.652295] Epoch: [59] [2900/2904] eta: 0:00:03 lr: 0.002396 loss: 0.2021 (0.2106) loss_rec_all: 0.2276 (0.2362) loss_rec_sfr: 0.3019 (0.3231) loss_cl: -0.2787 (-0.2787) time: 0.7447 data: 0.0001 max mem: 29860 [04:03:16.894987] Epoch: [59] [2903/2904] eta: 0:00:00 lr: 0.002396 loss: 0.2006 (0.2106) loss_rec_all: 0.2261 (0.2362) loss_rec_sfr: 0.3126 (0.3231) loss_cl: -0.2783 (-0.2787) time: 0.7447 data: 0.0001 max mem: 29860 [04:03:18.975313] Epoch: [59] Total time: 0:36:25 (0.7526 s / it) [04:03:18.983859] Averaged stats: lr: 0.002396 loss: 0.2006 (0.2132) loss_rec_all: 0.2261 (0.2365) loss_rec_sfr: 0.3126 (0.3243) loss_cl: -0.2783 (-0.2554) [04:03:18.988618] log_dir: ./checkpoint/VF2_ViT-B [04:03:35.217241] Epoch: [60] [ 0/2904] eta: 13:05:25 lr: 0.002396 loss: 0.1880 (0.1880) loss_rec_all: 0.2142 (0.2142) loss_rec_sfr: 0.2320 (0.2320) loss_cl: -0.2782 (-0.2782) time: 16.2278 data: 12.1617 max mem: 29860 [04:03:51.741261] Epoch: [60] [ 20/2904] eta: 1:14:57 lr: 0.002396 loss: 0.1995 (0.2118) loss_rec_all: 0.2253 (0.2373) loss_rec_sfr: 0.3080 (0.3278) loss_cl: -0.2783 (-0.2782) time: 0.8262 data: 0.0676 max mem: 29860 [04:04:06.623513] Epoch: [60] [ 40/2904] eta: 0:55:27 lr: 0.002396 loss: 0.2000 (0.2092) loss_rec_all: 0.2261 (0.2348) loss_rec_sfr: 0.2899 (0.3169) loss_cl: -0.2788 (-0.2785) time: 0.7441 data: 0.0002 max mem: 29860 [04:04:21.510204] Epoch: [60] [ 60/2904] eta: 0:48:34 lr: 0.002396 loss: 0.1967 (0.2090) loss_rec_all: 0.2223 (0.2346) loss_rec_sfr: 0.2891 (0.3157) loss_cl: -0.2790 (-0.2786) time: 0.7443 data: 0.0002 max mem: 29860 [04:04:36.403264] Epoch: [60] [ 80/2904] eta: 0:44:58 lr: 0.002396 loss: 0.2001 (0.2096) loss_rec_all: 0.2259 (0.2352) loss_rec_sfr: 0.2928 (0.3171) loss_cl: -0.2786 (-0.2787) time: 0.7446 data: 0.0002 max mem: 29860 [04:04:51.307219] Epoch: [60] [ 100/2904] eta: 0:42:42 lr: 0.002396 loss: 0.1944 (0.2091) loss_rec_all: 0.2202 (0.2348) loss_rec_sfr: 0.2991 (0.3176) loss_cl: -0.2786 (-0.2786) time: 0.7452 data: 0.0002 max mem: 29860 [04:05:06.240769] Epoch: [60] [ 120/2904] eta: 0:41:07 lr: 0.002396 loss: 0.1952 (0.2093) loss_rec_all: 0.2209 (0.2349) loss_rec_sfr: 0.3044 (0.3193) loss_cl: -0.2786 (-0.2786) time: 0.7466 data: 0.0002 max mem: 29860 [04:05:21.162232] Epoch: [60] [ 140/2904] eta: 0:39:54 lr: 0.002396 loss: 0.1986 (0.2094) loss_rec_all: 0.2245 (0.2350) loss_rec_sfr: 0.2703 (0.3175) loss_cl: -0.2781 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [04:05:36.086768] Epoch: [60] [ 160/2904] eta: 0:38:56 lr: 0.002396 loss: 0.1993 (0.2108) loss_rec_all: 0.2249 (0.2364) loss_rec_sfr: 0.3195 (0.3226) loss_cl: -0.2786 (-0.2785) time: 0.7462 data: 0.0002 max mem: 29860 [04:05:51.011954] Epoch: [60] [ 180/2904] eta: 0:38:07 lr: 0.002396 loss: 0.2000 (0.2108) loss_rec_all: 0.2257 (0.2364) loss_rec_sfr: 0.3127 (0.3225) loss_cl: -0.2791 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [04:06:05.931611] Epoch: [60] [ 200/2904] eta: 0:37:25 lr: 0.002396 loss: 0.2031 (0.2105) loss_rec_all: 0.2288 (0.2361) loss_rec_sfr: 0.2914 (0.3209) loss_cl: -0.2791 (-0.2786) time: 0.7459 data: 0.0003 max mem: 29860 [04:06:20.848305] Epoch: [60] [ 220/2904] eta: 0:36:48 lr: 0.002396 loss: 0.2053 (0.2104) loss_rec_all: 0.2310 (0.2360) loss_rec_sfr: 0.2924 (0.3214) loss_cl: -0.2784 (-0.2786) time: 0.7458 data: 0.0003 max mem: 29860 [04:06:35.772542] Epoch: [60] [ 240/2904] eta: 0:36:15 lr: 0.002396 loss: 0.2088 (0.2114) loss_rec_all: 0.2341 (0.2370) loss_rec_sfr: 0.3333 (0.3253) loss_cl: -0.2786 (-0.2786) time: 0.7461 data: 0.0003 max mem: 29860 [04:06:50.694065] Epoch: [60] [ 260/2904] eta: 0:35:44 lr: 0.002396 loss: 0.1993 (0.2109) loss_rec_all: 0.2251 (0.2365) loss_rec_sfr: 0.2817 (0.3233) loss_cl: -0.2791 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [04:07:05.608717] Epoch: [60] [ 280/2904] eta: 0:35:16 lr: 0.002396 loss: 0.2000 (0.2111) loss_rec_all: 0.2257 (0.2367) loss_rec_sfr: 0.3282 (0.3243) loss_cl: -0.2788 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [04:07:20.522490] Epoch: [60] [ 300/2904] eta: 0:34:49 lr: 0.002396 loss: 0.2020 (0.2112) loss_rec_all: 0.2280 (0.2368) loss_rec_sfr: 0.3016 (0.3245) loss_cl: -0.2784 (-0.2786) time: 0.7456 data: 0.0002 max mem: 29860 [04:07:35.460991] Epoch: [60] [ 320/2904] eta: 0:34:24 lr: 0.002396 loss: 0.2001 (0.2110) loss_rec_all: 0.2261 (0.2366) loss_rec_sfr: 0.2875 (0.3239) loss_cl: -0.2786 (-0.2786) time: 0.7469 data: 0.0002 max mem: 29860 [04:07:50.377402] Epoch: [60] [ 340/2904] eta: 0:34:00 lr: 0.002396 loss: 0.2050 (0.2116) loss_rec_all: 0.2309 (0.2372) loss_rec_sfr: 0.3344 (0.3262) loss_cl: -0.2793 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [04:08:05.294371] Epoch: [60] [ 360/2904] eta: 0:33:37 lr: 0.002396 loss: 0.1974 (0.2118) loss_rec_all: 0.2235 (0.2374) loss_rec_sfr: 0.3027 (0.3267) loss_cl: -0.2788 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [04:08:20.215461] Epoch: [60] [ 380/2904] eta: 0:33:15 lr: 0.002396 loss: 0.1982 (0.2113) loss_rec_all: 0.2237 (0.2369) loss_rec_sfr: 0.2858 (0.3250) loss_cl: -0.2788 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [04:08:35.135143] Epoch: [60] [ 400/2904] eta: 0:32:54 lr: 0.002396 loss: 0.2050 (0.2114) loss_rec_all: 0.2306 (0.2370) loss_rec_sfr: 0.3237 (0.3256) loss_cl: -0.2786 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [04:08:50.064560] Epoch: [60] [ 420/2904] eta: 0:32:33 lr: 0.002396 loss: 0.1996 (0.2113) loss_rec_all: 0.2257 (0.2369) loss_rec_sfr: 0.2883 (0.3256) loss_cl: -0.2782 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [04:09:04.982675] Epoch: [60] [ 440/2904] eta: 0:32:13 lr: 0.002396 loss: 0.1967 (0.2112) loss_rec_all: 0.2223 (0.2368) loss_rec_sfr: 0.3198 (0.3259) loss_cl: -0.2786 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [04:09:19.900885] Epoch: [60] [ 460/2904] eta: 0:31:53 lr: 0.002396 loss: 0.2028 (0.2117) loss_rec_all: 0.2282 (0.2373) loss_rec_sfr: 0.2990 (0.3269) loss_cl: -0.2779 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [04:09:34.800132] Epoch: [60] [ 480/2904] eta: 0:31:33 lr: 0.002396 loss: 0.2004 (0.2116) loss_rec_all: 0.2263 (0.2372) loss_rec_sfr: 0.2994 (0.3268) loss_cl: -0.2781 (-0.2786) time: 0.7449 data: 0.0002 max mem: 29860 [04:09:49.713703] Epoch: [60] [ 500/2904] eta: 0:31:14 lr: 0.002396 loss: 0.2003 (0.2117) loss_rec_all: 0.2260 (0.2372) loss_rec_sfr: 0.3015 (0.3268) loss_cl: -0.2792 (-0.2786) time: 0.7456 data: 0.0002 max mem: 29860 [04:10:04.632845] Epoch: [60] [ 520/2904] eta: 0:30:56 lr: 0.002396 loss: 0.1982 (0.2117) loss_rec_all: 0.2245 (0.2373) loss_rec_sfr: 0.3119 (0.3272) loss_cl: -0.2799 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [04:10:19.560332] Epoch: [60] [ 540/2904] eta: 0:30:37 lr: 0.002396 loss: 0.1996 (0.2117) loss_rec_all: 0.2254 (0.2373) loss_rec_sfr: 0.2871 (0.3269) loss_cl: -0.2783 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [04:10:34.479508] Epoch: [60] [ 560/2904] eta: 0:30:19 lr: 0.002396 loss: 0.2007 (0.2115) loss_rec_all: 0.2263 (0.2370) loss_rec_sfr: 0.2821 (0.3260) loss_cl: -0.2781 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [04:10:49.397996] Epoch: [60] [ 580/2904] eta: 0:30:01 lr: 0.002396 loss: 0.1983 (0.2113) loss_rec_all: 0.2240 (0.2369) loss_rec_sfr: 0.3234 (0.3262) loss_cl: -0.2792 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [04:11:04.321552] Epoch: [60] [ 600/2904] eta: 0:29:43 lr: 0.002396 loss: 0.1966 (0.2112) loss_rec_all: 0.2222 (0.2368) loss_rec_sfr: 0.2878 (0.3262) loss_cl: -0.2792 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [04:11:19.242046] Epoch: [60] [ 620/2904] eta: 0:29:26 lr: 0.002396 loss: 0.1963 (0.2115) loss_rec_all: 0.2221 (0.2370) loss_rec_sfr: 0.3173 (0.3270) loss_cl: -0.2782 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [04:11:34.158979] Epoch: [60] [ 640/2904] eta: 0:29:08 lr: 0.002396 loss: 0.2043 (0.2114) loss_rec_all: 0.2298 (0.2370) loss_rec_sfr: 0.2893 (0.3268) loss_cl: -0.2785 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [04:11:49.073159] Epoch: [60] [ 660/2904] eta: 0:28:51 lr: 0.002396 loss: 0.2018 (0.2117) loss_rec_all: 0.2275 (0.2373) loss_rec_sfr: 0.3282 (0.3276) loss_cl: -0.2774 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [04:12:03.993839] Epoch: [60] [ 680/2904] eta: 0:28:34 lr: 0.002396 loss: 0.2002 (0.2116) loss_rec_all: 0.2258 (0.2372) loss_rec_sfr: 0.2897 (0.3274) loss_cl: -0.2796 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [04:12:18.917720] Epoch: [60] [ 700/2904] eta: 0:28:17 lr: 0.002396 loss: 0.1979 (0.2116) loss_rec_all: 0.2235 (0.2372) loss_rec_sfr: 0.2866 (0.3274) loss_cl: -0.2793 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [04:12:33.844534] Epoch: [60] [ 720/2904] eta: 0:28:00 lr: 0.002396 loss: 0.1998 (0.2115) loss_rec_all: 0.2255 (0.2371) loss_rec_sfr: 0.2892 (0.3273) loss_cl: -0.2791 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [04:12:48.766256] Epoch: [60] [ 740/2904] eta: 0:27:43 lr: 0.002396 loss: 0.2011 (0.2115) loss_rec_all: 0.2268 (0.2371) loss_rec_sfr: 0.2919 (0.3269) loss_cl: -0.2787 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [04:13:03.692307] Epoch: [60] [ 760/2904] eta: 0:27:27 lr: 0.002396 loss: 0.2008 (0.2114) loss_rec_all: 0.2265 (0.2369) loss_rec_sfr: 0.2917 (0.3263) loss_cl: -0.2767 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [04:13:18.611352] Epoch: [60] [ 780/2904] eta: 0:27:10 lr: 0.002396 loss: 0.2019 (0.2115) loss_rec_all: 0.2279 (0.2371) loss_rec_sfr: 0.3044 (0.3268) loss_cl: -0.2782 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [04:13:33.532950] Epoch: [60] [ 800/2904] eta: 0:26:54 lr: 0.002396 loss: 0.2007 (0.2115) loss_rec_all: 0.2261 (0.2371) loss_rec_sfr: 0.2933 (0.3266) loss_cl: -0.2781 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [04:13:48.454104] Epoch: [60] [ 820/2904] eta: 0:26:37 lr: 0.002396 loss: 0.1997 (0.2114) loss_rec_all: 0.2256 (0.2370) loss_rec_sfr: 0.2764 (0.3261) loss_cl: -0.2793 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [04:14:03.374963] Epoch: [60] [ 840/2904] eta: 0:26:21 lr: 0.002396 loss: 0.2015 (0.2114) loss_rec_all: 0.2276 (0.2370) loss_rec_sfr: 0.2911 (0.3260) loss_cl: -0.2794 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [04:14:18.301886] Epoch: [60] [ 860/2904] eta: 0:26:05 lr: 0.002396 loss: 0.1998 (0.2114) loss_rec_all: 0.2257 (0.2370) loss_rec_sfr: 0.2933 (0.3260) loss_cl: -0.2788 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [04:14:33.228984] Epoch: [60] [ 880/2904] eta: 0:25:48 lr: 0.002396 loss: 0.1991 (0.2116) loss_rec_all: 0.2247 (0.2372) loss_rec_sfr: 0.3165 (0.3266) loss_cl: -0.2785 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [04:14:48.149138] Epoch: [60] [ 900/2904] eta: 0:25:32 lr: 0.002396 loss: 0.2009 (0.2116) loss_rec_all: 0.2268 (0.2372) loss_rec_sfr: 0.3158 (0.3268) loss_cl: -0.2782 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [04:15:03.073857] Epoch: [60] [ 920/2904] eta: 0:25:16 lr: 0.002396 loss: 0.1992 (0.2114) loss_rec_all: 0.2252 (0.2370) loss_rec_sfr: 0.2919 (0.3263) loss_cl: -0.2789 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [04:15:18.004357] Epoch: [60] [ 940/2904] eta: 0:25:00 lr: 0.002396 loss: 0.2059 (0.2114) loss_rec_all: 0.2316 (0.2370) loss_rec_sfr: 0.2891 (0.3260) loss_cl: -0.2788 (-0.2786) time: 0.7465 data: 0.0002 max mem: 29860 [04:15:32.933830] Epoch: [60] [ 960/2904] eta: 0:24:44 lr: 0.002396 loss: 0.2008 (0.2114) loss_rec_all: 0.2264 (0.2370) loss_rec_sfr: 0.2842 (0.3259) loss_cl: -0.2792 (-0.2786) time: 0.7464 data: 0.0002 max mem: 29860 [04:15:47.855231] Epoch: [60] [ 980/2904] eta: 0:24:28 lr: 0.002396 loss: 0.1995 (0.2114) loss_rec_all: 0.2255 (0.2370) loss_rec_sfr: 0.3014 (0.3257) loss_cl: -0.2788 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [04:16:02.780794] Epoch: [60] [1000/2904] eta: 0:24:12 lr: 0.002396 loss: 0.2022 (0.2114) loss_rec_all: 0.2282 (0.2369) loss_rec_sfr: 0.3112 (0.3259) loss_cl: -0.2791 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [04:16:17.700312] Epoch: [60] [1020/2904] eta: 0:23:56 lr: 0.002396 loss: 0.2000 (0.2114) loss_rec_all: 0.2259 (0.2370) loss_rec_sfr: 0.3130 (0.3262) loss_cl: -0.2781 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [04:16:32.619883] Epoch: [60] [1040/2904] eta: 0:23:40 lr: 0.002396 loss: 0.2005 (0.2114) loss_rec_all: 0.2259 (0.2369) loss_rec_sfr: 0.3012 (0.3260) loss_cl: -0.2777 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [04:16:47.540470] Epoch: [60] [1060/2904] eta: 0:23:25 lr: 0.002396 loss: 0.2076 (0.2114) loss_rec_all: 0.2334 (0.2370) loss_rec_sfr: 0.2980 (0.3261) loss_cl: -0.2783 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [04:17:02.455957] Epoch: [60] [1080/2904] eta: 0:23:09 lr: 0.002396 loss: 0.2025 (0.2114) loss_rec_all: 0.2283 (0.2370) loss_rec_sfr: 0.2962 (0.3261) loss_cl: -0.2794 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [04:17:17.374954] Epoch: [60] [1100/2904] eta: 0:22:53 lr: 0.002396 loss: 0.1980 (0.2113) loss_rec_all: 0.2239 (0.2369) loss_rec_sfr: 0.2766 (0.3258) loss_cl: -0.2787 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [04:17:32.300323] Epoch: [60] [1120/2904] eta: 0:22:37 lr: 0.002396 loss: 0.2017 (0.2115) loss_rec_all: 0.2271 (0.2371) loss_rec_sfr: 0.3161 (0.3262) loss_cl: -0.2779 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [04:17:47.222612] Epoch: [60] [1140/2904] eta: 0:22:22 lr: 0.002396 loss: 0.2005 (0.2114) loss_rec_all: 0.2261 (0.2370) loss_rec_sfr: 0.3163 (0.3262) loss_cl: -0.2792 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [04:18:02.142361] Epoch: [60] [1160/2904] eta: 0:22:06 lr: 0.002396 loss: 0.1929 (0.2112) loss_rec_all: 0.2191 (0.2368) loss_rec_sfr: 0.2602 (0.3255) loss_cl: -0.2789 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [04:18:17.055174] Epoch: [60] [1180/2904] eta: 0:21:50 lr: 0.002396 loss: 0.1998 (0.2114) loss_rec_all: 0.2257 (0.2370) loss_rec_sfr: 0.3112 (0.3260) loss_cl: -0.2784 (-0.2786) time: 0.7456 data: 0.0002 max mem: 29860 [04:18:31.969679] Epoch: [60] [1200/2904] eta: 0:21:35 lr: 0.002396 loss: 0.2074 (0.2114) loss_rec_all: 0.2334 (0.2370) loss_rec_sfr: 0.2943 (0.3261) loss_cl: -0.2781 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [04:18:46.886333] Epoch: [60] [1220/2904] eta: 0:21:19 lr: 0.002396 loss: 0.1973 (0.2113) loss_rec_all: 0.2230 (0.2369) loss_rec_sfr: 0.3127 (0.3261) loss_cl: -0.2787 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [04:19:01.796429] Epoch: [60] [1240/2904] eta: 0:21:04 lr: 0.002396 loss: 0.1979 (0.2113) loss_rec_all: 0.2238 (0.2369) loss_rec_sfr: 0.2698 (0.3259) loss_cl: -0.2789 (-0.2786) time: 0.7455 data: 0.0002 max mem: 29860 [04:19:16.712692] Epoch: [60] [1260/2904] eta: 0:20:48 lr: 0.002396 loss: 0.1964 (0.2112) loss_rec_all: 0.2224 (0.2368) loss_rec_sfr: 0.2854 (0.3256) loss_cl: -0.2778 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [04:19:31.633378] Epoch: [60] [1280/2904] eta: 0:20:33 lr: 0.002396 loss: 0.1988 (0.2111) loss_rec_all: 0.2242 (0.2367) loss_rec_sfr: 0.2882 (0.3254) loss_cl: -0.2786 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [04:19:46.550763] Epoch: [60] [1300/2904] eta: 0:20:17 lr: 0.002396 loss: 0.1979 (0.2110) loss_rec_all: 0.2241 (0.2366) loss_rec_sfr: 0.2867 (0.3251) loss_cl: -0.2796 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [04:20:01.468528] Epoch: [60] [1320/2904] eta: 0:20:01 lr: 0.002396 loss: 0.2029 (0.2112) loss_rec_all: 0.2289 (0.2367) loss_rec_sfr: 0.3157 (0.3255) loss_cl: -0.2797 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [04:20:16.392353] Epoch: [60] [1340/2904] eta: 0:19:46 lr: 0.002396 loss: 0.1965 (0.2111) loss_rec_all: 0.2227 (0.2367) loss_rec_sfr: 0.3069 (0.3254) loss_cl: -0.2777 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [04:20:31.317271] Epoch: [60] [1360/2904] eta: 0:19:31 lr: 0.002396 loss: 0.1984 (0.2112) loss_rec_all: 0.2243 (0.2367) loss_rec_sfr: 0.3110 (0.3256) loss_cl: -0.2776 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [04:20:46.238397] Epoch: [60] [1380/2904] eta: 0:19:15 lr: 0.002396 loss: 0.1989 (0.2112) loss_rec_all: 0.2246 (0.2367) loss_rec_sfr: 0.3216 (0.3257) loss_cl: -0.2797 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [04:21:01.158621] Epoch: [60] [1400/2904] eta: 0:19:00 lr: 0.002396 loss: 0.1981 (0.2110) loss_rec_all: 0.2243 (0.2366) loss_rec_sfr: 0.3086 (0.3253) loss_cl: -0.2807 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [04:21:16.080336] Epoch: [60] [1420/2904] eta: 0:18:44 lr: 0.002396 loss: 0.2031 (0.2111) loss_rec_all: 0.2285 (0.2367) loss_rec_sfr: 0.3022 (0.3254) loss_cl: -0.2790 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [04:21:31.003245] Epoch: [60] [1440/2904] eta: 0:18:29 lr: 0.002396 loss: 0.1981 (0.2110) loss_rec_all: 0.2235 (0.2366) loss_rec_sfr: 0.2870 (0.3252) loss_cl: -0.2777 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [04:21:45.923378] Epoch: [60] [1460/2904] eta: 0:18:13 lr: 0.002396 loss: 0.1978 (0.2109) loss_rec_all: 0.2236 (0.2365) loss_rec_sfr: 0.2958 (0.3249) loss_cl: -0.2781 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [04:22:00.840757] Epoch: [60] [1480/2904] eta: 0:17:58 lr: 0.002396 loss: 0.1963 (0.2109) loss_rec_all: 0.2221 (0.2364) loss_rec_sfr: 0.2809 (0.3246) loss_cl: -0.2792 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [04:22:15.753027] Epoch: [60] [1500/2904] eta: 0:17:43 lr: 0.002396 loss: 0.1985 (0.2109) loss_rec_all: 0.2241 (0.2365) loss_rec_sfr: 0.2755 (0.3245) loss_cl: -0.2801 (-0.2786) time: 0.7456 data: 0.0002 max mem: 29860 [04:22:30.668690] Epoch: [60] [1520/2904] eta: 0:17:27 lr: 0.002396 loss: 0.2032 (0.2110) loss_rec_all: 0.2288 (0.2366) loss_rec_sfr: 0.3110 (0.3249) loss_cl: -0.2795 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [04:22:45.581059] Epoch: [60] [1540/2904] eta: 0:17:12 lr: 0.002396 loss: 0.2036 (0.2111) loss_rec_all: 0.2291 (0.2367) loss_rec_sfr: 0.3138 (0.3252) loss_cl: -0.2782 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [04:23:00.495196] Epoch: [60] [1560/2904] eta: 0:16:57 lr: 0.002396 loss: 0.2007 (0.2111) loss_rec_all: 0.2262 (0.2367) loss_rec_sfr: 0.3283 (0.3253) loss_cl: -0.2777 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [04:23:15.410961] Epoch: [60] [1580/2904] eta: 0:16:41 lr: 0.002396 loss: 0.2003 (0.2110) loss_rec_all: 0.2261 (0.2366) loss_rec_sfr: 0.2812 (0.3250) loss_cl: -0.2780 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [04:23:30.333948] Epoch: [60] [1600/2904] eta: 0:16:26 lr: 0.002396 loss: 0.1996 (0.2109) loss_rec_all: 0.2252 (0.2365) loss_rec_sfr: 0.2820 (0.3248) loss_cl: -0.2795 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [04:23:45.252494] Epoch: [60] [1620/2904] eta: 0:16:11 lr: 0.002396 loss: 0.2042 (0.2109) loss_rec_all: 0.2298 (0.2365) loss_rec_sfr: 0.3204 (0.3248) loss_cl: -0.2801 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [04:24:00.169354] Epoch: [60] [1640/2904] eta: 0:15:55 lr: 0.002396 loss: 0.1979 (0.2108) loss_rec_all: 0.2235 (0.2364) loss_rec_sfr: 0.2800 (0.3244) loss_cl: -0.2789 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [04:24:15.090374] Epoch: [60] [1660/2904] eta: 0:15:40 lr: 0.002396 loss: 0.1995 (0.2108) loss_rec_all: 0.2252 (0.2364) loss_rec_sfr: 0.2944 (0.3242) loss_cl: -0.2780 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [04:24:30.013170] Epoch: [60] [1680/2904] eta: 0:15:25 lr: 0.002396 loss: 0.1968 (0.2107) loss_rec_all: 0.2224 (0.2363) loss_rec_sfr: 0.2902 (0.3241) loss_cl: -0.2782 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [04:24:44.930641] Epoch: [60] [1700/2904] eta: 0:15:10 lr: 0.002396 loss: 0.1999 (0.2107) loss_rec_all: 0.2262 (0.2363) loss_rec_sfr: 0.2867 (0.3240) loss_cl: -0.2797 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [04:24:59.844397] Epoch: [60] [1720/2904] eta: 0:14:54 lr: 0.002396 loss: 0.1986 (0.2107) loss_rec_all: 0.2241 (0.2363) loss_rec_sfr: 0.2846 (0.3239) loss_cl: -0.2792 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [04:25:14.766332] Epoch: [60] [1740/2904] eta: 0:14:39 lr: 0.002396 loss: 0.1985 (0.2107) loss_rec_all: 0.2240 (0.2363) loss_rec_sfr: 0.3197 (0.3240) loss_cl: -0.2784 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [04:25:29.682652] Epoch: [60] [1760/2904] eta: 0:14:24 lr: 0.002396 loss: 0.2010 (0.2106) loss_rec_all: 0.2265 (0.2362) loss_rec_sfr: 0.3086 (0.3241) loss_cl: -0.2781 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [04:25:44.597160] Epoch: [60] [1780/2904] eta: 0:14:09 lr: 0.002396 loss: 0.1976 (0.2105) loss_rec_all: 0.2233 (0.2361) loss_rec_sfr: 0.2916 (0.3238) loss_cl: -0.2792 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [04:25:59.518874] Epoch: [60] [1800/2904] eta: 0:13:53 lr: 0.002396 loss: 0.2010 (0.2106) loss_rec_all: 0.2270 (0.2362) loss_rec_sfr: 0.2716 (0.3237) loss_cl: -0.2788 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [04:26:14.437237] Epoch: [60] [1820/2904] eta: 0:13:38 lr: 0.002396 loss: 0.1990 (0.2105) loss_rec_all: 0.2248 (0.2361) loss_rec_sfr: 0.3132 (0.3236) loss_cl: -0.2791 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [04:26:29.359768] Epoch: [60] [1840/2904] eta: 0:13:23 lr: 0.002396 loss: 0.2002 (0.2104) loss_rec_all: 0.2258 (0.2361) loss_rec_sfr: 0.2917 (0.3234) loss_cl: -0.2784 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [04:26:44.277205] Epoch: [60] [1860/2904] eta: 0:13:08 lr: 0.002396 loss: 0.2036 (0.2105) loss_rec_all: 0.2291 (0.2361) loss_rec_sfr: 0.2886 (0.3235) loss_cl: -0.2783 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [04:26:59.192279] Epoch: [60] [1880/2904] eta: 0:12:53 lr: 0.002396 loss: 0.2019 (0.2107) loss_rec_all: 0.2276 (0.2363) loss_rec_sfr: 0.3168 (0.3238) loss_cl: -0.2785 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [04:27:14.114123] Epoch: [60] [1900/2904] eta: 0:12:37 lr: 0.002396 loss: 0.2002 (0.2106) loss_rec_all: 0.2259 (0.2362) loss_rec_sfr: 0.2911 (0.3237) loss_cl: -0.2787 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [04:27:29.028551] Epoch: [60] [1920/2904] eta: 0:12:22 lr: 0.002396 loss: 0.2018 (0.2107) loss_rec_all: 0.2279 (0.2363) loss_rec_sfr: 0.3020 (0.3240) loss_cl: -0.2786 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [04:27:43.942244] Epoch: [60] [1940/2904] eta: 0:12:07 lr: 0.002396 loss: 0.2035 (0.2108) loss_rec_all: 0.2293 (0.2364) loss_rec_sfr: 0.2907 (0.3240) loss_cl: -0.2784 (-0.2786) time: 0.7456 data: 0.0002 max mem: 29860 [04:27:58.852484] Epoch: [60] [1960/2904] eta: 0:11:52 lr: 0.002396 loss: 0.2048 (0.2109) loss_rec_all: 0.2303 (0.2365) loss_rec_sfr: 0.2943 (0.3243) loss_cl: -0.2783 (-0.2786) time: 0.7455 data: 0.0002 max mem: 29860 [04:28:13.770117] Epoch: [60] [1980/2904] eta: 0:11:37 lr: 0.002396 loss: 0.2044 (0.2110) loss_rec_all: 0.2302 (0.2366) loss_rec_sfr: 0.3208 (0.3246) loss_cl: -0.2784 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [04:28:28.691736] Epoch: [60] [2000/2904] eta: 0:11:22 lr: 0.002396 loss: 0.2014 (0.2109) loss_rec_all: 0.2274 (0.2365) loss_rec_sfr: 0.2827 (0.3244) loss_cl: -0.2791 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [04:28:43.611635] Epoch: [60] [2020/2904] eta: 0:11:06 lr: 0.002396 loss: 0.1963 (0.2109) loss_rec_all: 0.2226 (0.2365) loss_rec_sfr: 0.2765 (0.3243) loss_cl: -0.2795 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [04:28:58.535632] Epoch: [60] [2040/2904] eta: 0:10:51 lr: 0.002396 loss: 0.2023 (0.2109) loss_rec_all: 0.2277 (0.2365) loss_rec_sfr: 0.3134 (0.3244) loss_cl: -0.2788 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [04:29:13.452382] Epoch: [60] [2060/2904] eta: 0:10:36 lr: 0.002396 loss: 0.1963 (0.2109) loss_rec_all: 0.2219 (0.2365) loss_rec_sfr: 0.3055 (0.3243) loss_cl: -0.2776 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [04:29:28.370030] Epoch: [60] [2080/2904] eta: 0:10:21 lr: 0.002396 loss: 0.1995 (0.2109) loss_rec_all: 0.2254 (0.2365) loss_rec_sfr: 0.2912 (0.3243) loss_cl: -0.2788 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [04:29:43.282562] Epoch: [60] [2100/2904] eta: 0:10:06 lr: 0.002396 loss: 0.2017 (0.2109) loss_rec_all: 0.2272 (0.2365) loss_rec_sfr: 0.2876 (0.3242) loss_cl: -0.2792 (-0.2786) time: 0.7456 data: 0.0002 max mem: 29860 [04:29:58.197847] Epoch: [60] [2120/2904] eta: 0:09:51 lr: 0.002396 loss: 0.1990 (0.2109) loss_rec_all: 0.2249 (0.2365) loss_rec_sfr: 0.2781 (0.3242) loss_cl: -0.2790 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [04:30:13.112313] Epoch: [60] [2140/2904] eta: 0:09:35 lr: 0.002396 loss: 0.2010 (0.2109) loss_rec_all: 0.2267 (0.2365) loss_rec_sfr: 0.3013 (0.3243) loss_cl: -0.2784 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [04:30:28.028754] Epoch: [60] [2160/2904] eta: 0:09:20 lr: 0.002396 loss: 0.2009 (0.2109) loss_rec_all: 0.2268 (0.2365) loss_rec_sfr: 0.3155 (0.3245) loss_cl: -0.2782 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [04:30:42.951933] Epoch: [60] [2180/2904] eta: 0:09:05 lr: 0.002396 loss: 0.2064 (0.2110) loss_rec_all: 0.2320 (0.2366) loss_rec_sfr: 0.2981 (0.3246) loss_cl: -0.2785 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [04:30:57.872961] Epoch: [60] [2200/2904] eta: 0:08:50 lr: 0.002396 loss: 0.1952 (0.2109) loss_rec_all: 0.2211 (0.2365) loss_rec_sfr: 0.2886 (0.3244) loss_cl: -0.2789 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [04:31:12.795635] Epoch: [60] [2220/2904] eta: 0:08:35 lr: 0.002396 loss: 0.1989 (0.2109) loss_rec_all: 0.2247 (0.2365) loss_rec_sfr: 0.3056 (0.3243) loss_cl: -0.2795 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [04:31:27.712482] Epoch: [60] [2240/2904] eta: 0:08:20 lr: 0.002396 loss: 0.2006 (0.2109) loss_rec_all: 0.2266 (0.2365) loss_rec_sfr: 0.3103 (0.3243) loss_cl: -0.2798 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [04:31:42.632495] Epoch: [60] [2260/2904] eta: 0:08:05 lr: 0.002396 loss: 0.2047 (0.2109) loss_rec_all: 0.2305 (0.2365) loss_rec_sfr: 0.3042 (0.3244) loss_cl: -0.2785 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [04:31:57.551634] Epoch: [60] [2280/2904] eta: 0:07:50 lr: 0.002396 loss: 0.2032 (0.2109) loss_rec_all: 0.2290 (0.2365) loss_rec_sfr: 0.2849 (0.3243) loss_cl: -0.2773 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [04:32:12.467919] Epoch: [60] [2300/2904] eta: 0:07:35 lr: 0.002396 loss: 0.1984 (0.2109) loss_rec_all: 0.2241 (0.2365) loss_rec_sfr: 0.2800 (0.3243) loss_cl: -0.2785 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [04:32:27.380590] Epoch: [60] [2320/2904] eta: 0:07:19 lr: 0.002396 loss: 0.2007 (0.2109) loss_rec_all: 0.2265 (0.2365) loss_rec_sfr: 0.3129 (0.3243) loss_cl: -0.2785 (-0.2786) time: 0.7456 data: 0.0002 max mem: 29860 [04:32:42.298974] Epoch: [60] [2340/2904] eta: 0:07:04 lr: 0.002396 loss: 0.1997 (0.2108) loss_rec_all: 0.2258 (0.2364) loss_rec_sfr: 0.2940 (0.3242) loss_cl: -0.2786 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [04:32:57.216933] Epoch: [60] [2360/2904] eta: 0:06:49 lr: 0.002396 loss: 0.2025 (0.2109) loss_rec_all: 0.2284 (0.2365) loss_rec_sfr: 0.2872 (0.3244) loss_cl: -0.2794 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [04:33:12.132341] Epoch: [60] [2380/2904] eta: 0:06:34 lr: 0.002396 loss: 0.1993 (0.2109) loss_rec_all: 0.2252 (0.2365) loss_rec_sfr: 0.2829 (0.3243) loss_cl: -0.2789 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [04:33:27.047633] Epoch: [60] [2400/2904] eta: 0:06:19 lr: 0.002396 loss: 0.1997 (0.2109) loss_rec_all: 0.2256 (0.2365) loss_rec_sfr: 0.2852 (0.3242) loss_cl: -0.2793 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [04:33:41.964609] Epoch: [60] [2420/2904] eta: 0:06:04 lr: 0.002396 loss: 0.2053 (0.2109) loss_rec_all: 0.2311 (0.2365) loss_rec_sfr: 0.3100 (0.3243) loss_cl: -0.2792 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [04:33:56.885312] Epoch: [60] [2440/2904] eta: 0:05:49 lr: 0.002396 loss: 0.2019 (0.2110) loss_rec_all: 0.2281 (0.2366) loss_rec_sfr: 0.3125 (0.3244) loss_cl: -0.2786 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [04:34:11.801436] Epoch: [60] [2460/2904] eta: 0:05:34 lr: 0.002396 loss: 0.2014 (0.2110) loss_rec_all: 0.2273 (0.2366) loss_rec_sfr: 0.3100 (0.3244) loss_cl: -0.2792 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [04:34:26.717251] Epoch: [60] [2480/2904] eta: 0:05:19 lr: 0.002396 loss: 0.1987 (0.2110) loss_rec_all: 0.2244 (0.2366) loss_rec_sfr: 0.3141 (0.3245) loss_cl: -0.2794 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [04:34:41.633013] Epoch: [60] [2500/2904] eta: 0:05:04 lr: 0.002396 loss: 0.2031 (0.2110) loss_rec_all: 0.2288 (0.2366) loss_rec_sfr: 0.2878 (0.3243) loss_cl: -0.2784 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [04:34:56.555479] Epoch: [60] [2520/2904] eta: 0:04:49 lr: 0.002396 loss: 0.2004 (0.2110) loss_rec_all: 0.2258 (0.2366) loss_rec_sfr: 0.3245 (0.3245) loss_cl: -0.2771 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [04:35:11.476629] Epoch: [60] [2540/2904] eta: 0:04:33 lr: 0.002396 loss: 0.2012 (0.2111) loss_rec_all: 0.2270 (0.2366) loss_rec_sfr: 0.3247 (0.3247) loss_cl: -0.2782 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [04:35:26.402070] Epoch: [60] [2560/2904] eta: 0:04:18 lr: 0.002396 loss: 0.1946 (0.2110) loss_rec_all: 0.2201 (0.2366) loss_rec_sfr: 0.2823 (0.3247) loss_cl: -0.2793 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [04:35:41.320319] Epoch: [60] [2580/2904] eta: 0:04:03 lr: 0.002396 loss: 0.1937 (0.2110) loss_rec_all: 0.2200 (0.2366) loss_rec_sfr: 0.2923 (0.3246) loss_cl: -0.2791 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [04:35:56.237058] Epoch: [60] [2600/2904] eta: 0:03:48 lr: 0.002396 loss: 0.1984 (0.2110) loss_rec_all: 0.2245 (0.2366) loss_rec_sfr: 0.2878 (0.3246) loss_cl: -0.2791 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [04:36:11.149881] Epoch: [60] [2620/2904] eta: 0:03:33 lr: 0.002396 loss: 0.2031 (0.2110) loss_rec_all: 0.2286 (0.2366) loss_rec_sfr: 0.2885 (0.3245) loss_cl: -0.2781 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [04:36:26.066881] Epoch: [60] [2640/2904] eta: 0:03:18 lr: 0.002396 loss: 0.2104 (0.2111) loss_rec_all: 0.2363 (0.2366) loss_rec_sfr: 0.3012 (0.3247) loss_cl: -0.2784 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [04:36:40.987829] Epoch: [60] [2660/2904] eta: 0:03:03 lr: 0.002396 loss: 0.2027 (0.2111) loss_rec_all: 0.2284 (0.2367) loss_rec_sfr: 0.3270 (0.3247) loss_cl: -0.2791 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [04:36:55.906966] Epoch: [60] [2680/2904] eta: 0:02:48 lr: 0.002396 loss: 0.2046 (0.2111) loss_rec_all: 0.2305 (0.2367) loss_rec_sfr: 0.2904 (0.3248) loss_cl: -0.2792 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [04:37:10.836406] Epoch: [60] [2700/2904] eta: 0:02:33 lr: 0.002396 loss: 0.1944 (0.2110) loss_rec_all: 0.2206 (0.2366) loss_rec_sfr: 0.2696 (0.3245) loss_cl: -0.2790 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [04:37:25.761880] Epoch: [60] [2720/2904] eta: 0:02:18 lr: 0.002396 loss: 0.2030 (0.2110) loss_rec_all: 0.2290 (0.2366) loss_rec_sfr: 0.3132 (0.3246) loss_cl: -0.2781 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [04:37:40.684927] Epoch: [60] [2740/2904] eta: 0:02:03 lr: 0.002396 loss: 0.1982 (0.2110) loss_rec_all: 0.2238 (0.2366) loss_rec_sfr: 0.2842 (0.3245) loss_cl: -0.2784 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [04:37:55.610030] Epoch: [60] [2760/2904] eta: 0:01:48 lr: 0.002396 loss: 0.1983 (0.2110) loss_rec_all: 0.2244 (0.2366) loss_rec_sfr: 0.2744 (0.3244) loss_cl: -0.2796 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [04:38:10.523393] Epoch: [60] [2780/2904] eta: 0:01:33 lr: 0.002395 loss: 0.1999 (0.2111) loss_rec_all: 0.2259 (0.2366) loss_rec_sfr: 0.2944 (0.3245) loss_cl: -0.2788 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [04:38:25.437852] Epoch: [60] [2800/2904] eta: 0:01:18 lr: 0.002395 loss: 0.1940 (0.2110) loss_rec_all: 0.2195 (0.2366) loss_rec_sfr: 0.2778 (0.3242) loss_cl: -0.2787 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [04:38:40.356158] Epoch: [60] [2820/2904] eta: 0:01:03 lr: 0.002395 loss: 0.2028 (0.2110) loss_rec_all: 0.2286 (0.2366) loss_rec_sfr: 0.2841 (0.3241) loss_cl: -0.2785 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [04:38:55.305939] Epoch: [60] [2840/2904] eta: 0:00:48 lr: 0.002395 loss: 0.2049 (0.2110) loss_rec_all: 0.2306 (0.2366) loss_rec_sfr: 0.3066 (0.3241) loss_cl: -0.2783 (-0.2787) time: 0.7475 data: 0.0023 max mem: 29860 [04:39:10.208436] Epoch: [60] [2860/2904] eta: 0:00:33 lr: 0.002395 loss: 0.1946 (0.2109) loss_rec_all: 0.2206 (0.2365) loss_rec_sfr: 0.2931 (0.3240) loss_cl: -0.2790 (-0.2787) time: 0.7451 data: 0.0001 max mem: 29860 [04:39:25.115973] Epoch: [60] [2880/2904] eta: 0:00:18 lr: 0.002395 loss: 0.1991 (0.2109) loss_rec_all: 0.2251 (0.2365) loss_rec_sfr: 0.2978 (0.3240) loss_cl: -0.2793 (-0.2787) time: 0.7453 data: 0.0001 max mem: 29860 [04:39:40.021035] Epoch: [60] [2900/2904] eta: 0:00:03 lr: 0.002395 loss: 0.2043 (0.2110) loss_rec_all: 0.2298 (0.2366) loss_rec_sfr: 0.3143 (0.3242) loss_cl: -0.2789 (-0.2787) time: 0.7452 data: 0.0001 max mem: 29860 [04:39:42.263266] Epoch: [60] [2903/2904] eta: 0:00:00 lr: 0.002395 loss: 0.2043 (0.2110) loss_rec_all: 0.2298 (0.2366) loss_rec_sfr: 0.3199 (0.3242) loss_cl: -0.2789 (-0.2787) time: 0.7452 data: 0.0001 max mem: 29860 [04:39:44.382554] Epoch: [60] Total time: 0:36:25 (0.7525 s / it) [04:39:44.389539] Averaged stats: lr: 0.002395 loss: 0.2043 (0.2123) loss_rec_all: 0.2298 (0.2356) loss_rec_sfr: 0.3199 (0.3210) loss_cl: -0.2789 (-0.2554) [04:39:44.394278] log_dir: ./checkpoint/VF2_ViT-B [04:40:03.291155] Epoch: [61] [ 0/2904] eta: 15:14:34 lr: 0.002395 loss: 0.1910 (0.1910) loss_rec_all: 0.2172 (0.2172) loss_rec_sfr: 0.2361 (0.2361) loss_cl: -0.2789 (-0.2789) time: 18.8961 data: 12.8659 max mem: 29860 [04:40:19.900998] Epoch: [61] [ 20/2904] eta: 1:21:16 lr: 0.002395 loss: 0.1996 (0.2127) loss_rec_all: 0.2255 (0.2383) loss_rec_sfr: 0.2982 (0.3256) loss_cl: -0.2783 (-0.2784) time: 0.8305 data: 0.0844 max mem: 29860 [04:40:34.781454] Epoch: [61] [ 40/2904] eta: 0:58:39 lr: 0.002395 loss: 0.2009 (0.2108) loss_rec_all: 0.2268 (0.2364) loss_rec_sfr: 0.2888 (0.3219) loss_cl: -0.2778 (-0.2781) time: 0.7440 data: 0.0002 max mem: 29860 [04:40:49.663053] Epoch: [61] [ 60/2904] eta: 0:50:42 lr: 0.002395 loss: 0.1992 (0.2110) loss_rec_all: 0.2251 (0.2366) loss_rec_sfr: 0.3026 (0.3232) loss_cl: -0.2790 (-0.2784) time: 0.7440 data: 0.0002 max mem: 29860 [04:41:04.553336] Epoch: [61] [ 80/2904] eta: 0:46:34 lr: 0.002395 loss: 0.2016 (0.2098) loss_rec_all: 0.2270 (0.2354) loss_rec_sfr: 0.2886 (0.3203) loss_cl: -0.2789 (-0.2785) time: 0.7445 data: 0.0002 max mem: 29860 [04:41:19.462688] Epoch: [61] [ 100/2904] eta: 0:43:59 lr: 0.002395 loss: 0.2002 (0.2084) loss_rec_all: 0.2260 (0.2340) loss_rec_sfr: 0.2795 (0.3145) loss_cl: -0.2785 (-0.2785) time: 0.7454 data: 0.0002 max mem: 29860 [04:41:34.378735] Epoch: [61] [ 120/2904] eta: 0:42:10 lr: 0.002395 loss: 0.1982 (0.2083) loss_rec_all: 0.2238 (0.2340) loss_rec_sfr: 0.2948 (0.3153) loss_cl: -0.2786 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [04:41:49.291368] Epoch: [61] [ 140/2904] eta: 0:40:48 lr: 0.002395 loss: 0.1976 (0.2080) loss_rec_all: 0.2231 (0.2337) loss_rec_sfr: 0.2887 (0.3156) loss_cl: -0.2787 (-0.2786) time: 0.7456 data: 0.0002 max mem: 29860 [04:42:04.216510] Epoch: [61] [ 160/2904] eta: 0:39:42 lr: 0.002395 loss: 0.1988 (0.2082) loss_rec_all: 0.2245 (0.2338) loss_rec_sfr: 0.3216 (0.3180) loss_cl: -0.2790 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [04:42:19.136995] Epoch: [61] [ 180/2904] eta: 0:38:48 lr: 0.002395 loss: 0.1986 (0.2092) loss_rec_all: 0.2246 (0.2349) loss_rec_sfr: 0.3179 (0.3216) loss_cl: -0.2793 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [04:42:34.054591] Epoch: [61] [ 200/2904] eta: 0:38:02 lr: 0.002395 loss: 0.1977 (0.2090) loss_rec_all: 0.2237 (0.2346) loss_rec_sfr: 0.2794 (0.3200) loss_cl: -0.2802 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [04:42:48.973914] Epoch: [61] [ 220/2904] eta: 0:37:21 lr: 0.002395 loss: 0.1990 (0.2081) loss_rec_all: 0.2250 (0.2338) loss_rec_sfr: 0.2880 (0.3178) loss_cl: -0.2799 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [04:43:03.889396] Epoch: [61] [ 240/2904] eta: 0:36:45 lr: 0.002395 loss: 0.2029 (0.2091) loss_rec_all: 0.2288 (0.2347) loss_rec_sfr: 0.3151 (0.3211) loss_cl: -0.2784 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [04:43:18.810274] Epoch: [61] [ 260/2904] eta: 0:36:11 lr: 0.002395 loss: 0.1993 (0.2085) loss_rec_all: 0.2251 (0.2341) loss_rec_sfr: 0.3082 (0.3202) loss_cl: -0.2775 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [04:43:33.726390] Epoch: [61] [ 280/2904] eta: 0:35:41 lr: 0.002395 loss: 0.1981 (0.2083) loss_rec_all: 0.2239 (0.2340) loss_rec_sfr: 0.2902 (0.3188) loss_cl: -0.2786 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [04:43:48.645791] Epoch: [61] [ 300/2904] eta: 0:35:12 lr: 0.002395 loss: 0.2030 (0.2085) loss_rec_all: 0.2286 (0.2341) loss_rec_sfr: 0.2888 (0.3187) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [04:44:03.577522] Epoch: [61] [ 320/2904] eta: 0:34:46 lr: 0.002395 loss: 0.1997 (0.2083) loss_rec_all: 0.2253 (0.2339) loss_rec_sfr: 0.3131 (0.3183) loss_cl: -0.2784 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [04:44:18.502570] Epoch: [61] [ 340/2904] eta: 0:34:20 lr: 0.002395 loss: 0.1995 (0.2084) loss_rec_all: 0.2255 (0.2340) loss_rec_sfr: 0.3125 (0.3186) loss_cl: -0.2780 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [04:44:33.562235] Epoch: [61] [ 360/2904] eta: 0:33:57 lr: 0.002395 loss: 0.2054 (0.2090) loss_rec_all: 0.2312 (0.2347) loss_rec_sfr: 0.3146 (0.3209) loss_cl: -0.2790 (-0.2787) time: 0.7529 data: 0.0002 max mem: 29860 [04:44:48.484527] Epoch: [61] [ 380/2904] eta: 0:33:34 lr: 0.002395 loss: 0.1970 (0.2088) loss_rec_all: 0.2230 (0.2344) loss_rec_sfr: 0.3086 (0.3205) loss_cl: -0.2797 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [04:45:03.404171] Epoch: [61] [ 400/2904] eta: 0:33:11 lr: 0.002395 loss: 0.1991 (0.2092) loss_rec_all: 0.2251 (0.2348) loss_rec_sfr: 0.3170 (0.3217) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [04:45:18.326343] Epoch: [61] [ 420/2904] eta: 0:32:50 lr: 0.002395 loss: 0.1993 (0.2091) loss_rec_all: 0.2254 (0.2347) loss_rec_sfr: 0.2872 (0.3210) loss_cl: -0.2787 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [04:45:33.248063] Epoch: [61] [ 440/2904] eta: 0:32:29 lr: 0.002395 loss: 0.1990 (0.2089) loss_rec_all: 0.2253 (0.2345) loss_rec_sfr: 0.2873 (0.3206) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [04:45:48.170695] Epoch: [61] [ 460/2904] eta: 0:32:08 lr: 0.002395 loss: 0.2021 (0.2090) loss_rec_all: 0.2279 (0.2346) loss_rec_sfr: 0.2879 (0.3211) loss_cl: -0.2792 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [04:46:03.089754] Epoch: [61] [ 480/2904] eta: 0:31:48 lr: 0.002395 loss: 0.2000 (0.2088) loss_rec_all: 0.2256 (0.2345) loss_rec_sfr: 0.3039 (0.3207) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [04:46:18.002378] Epoch: [61] [ 500/2904] eta: 0:31:28 lr: 0.002395 loss: 0.2035 (0.2095) loss_rec_all: 0.2289 (0.2351) loss_rec_sfr: 0.3309 (0.3228) loss_cl: -0.2776 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [04:46:32.914484] Epoch: [61] [ 520/2904] eta: 0:31:09 lr: 0.002395 loss: 0.2021 (0.2095) loss_rec_all: 0.2281 (0.2352) loss_rec_sfr: 0.2842 (0.3226) loss_cl: -0.2785 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [04:46:47.832819] Epoch: [61] [ 540/2904] eta: 0:30:50 lr: 0.002395 loss: 0.1997 (0.2095) loss_rec_all: 0.2256 (0.2351) loss_rec_sfr: 0.3103 (0.3226) loss_cl: -0.2796 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [04:47:02.758550] Epoch: [61] [ 560/2904] eta: 0:30:31 lr: 0.002395 loss: 0.2010 (0.2099) loss_rec_all: 0.2266 (0.2355) loss_rec_sfr: 0.3134 (0.3237) loss_cl: -0.2787 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [04:47:17.682072] Epoch: [61] [ 580/2904] eta: 0:30:13 lr: 0.002395 loss: 0.1987 (0.2101) loss_rec_all: 0.2246 (0.2357) loss_rec_sfr: 0.3164 (0.3244) loss_cl: -0.2782 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [04:47:32.600948] Epoch: [61] [ 600/2904] eta: 0:29:54 lr: 0.002395 loss: 0.1970 (0.2102) loss_rec_all: 0.2227 (0.2358) loss_rec_sfr: 0.2990 (0.3245) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [04:47:47.523851] Epoch: [61] [ 620/2904] eta: 0:29:36 lr: 0.002395 loss: 0.1995 (0.2105) loss_rec_all: 0.2251 (0.2361) loss_rec_sfr: 0.3118 (0.3253) loss_cl: -0.2791 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [04:48:02.441753] Epoch: [61] [ 640/2904] eta: 0:29:18 lr: 0.002395 loss: 0.2005 (0.2106) loss_rec_all: 0.2264 (0.2362) loss_rec_sfr: 0.3175 (0.3258) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [04:48:17.357082] Epoch: [61] [ 660/2904] eta: 0:29:01 lr: 0.002395 loss: 0.1962 (0.2104) loss_rec_all: 0.2223 (0.2360) loss_rec_sfr: 0.2773 (0.3253) loss_cl: -0.2780 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [04:48:32.277116] Epoch: [61] [ 680/2904] eta: 0:28:43 lr: 0.002395 loss: 0.1957 (0.2104) loss_rec_all: 0.2212 (0.2360) loss_rec_sfr: 0.3101 (0.3257) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [04:48:47.197261] Epoch: [61] [ 700/2904] eta: 0:28:26 lr: 0.002395 loss: 0.2114 (0.2107) loss_rec_all: 0.2372 (0.2363) loss_rec_sfr: 0.3023 (0.3263) loss_cl: -0.2783 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [04:49:02.118804] Epoch: [61] [ 720/2904] eta: 0:28:09 lr: 0.002395 loss: 0.2007 (0.2106) loss_rec_all: 0.2263 (0.2362) loss_rec_sfr: 0.3039 (0.3260) loss_cl: -0.2793 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [04:49:17.034969] Epoch: [61] [ 740/2904] eta: 0:27:52 lr: 0.002395 loss: 0.2007 (0.2106) loss_rec_all: 0.2261 (0.2362) loss_rec_sfr: 0.3163 (0.3261) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [04:49:31.951669] Epoch: [61] [ 760/2904] eta: 0:27:35 lr: 0.002395 loss: 0.1961 (0.2106) loss_rec_all: 0.2219 (0.2362) loss_rec_sfr: 0.3030 (0.3260) loss_cl: -0.2778 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [04:49:46.864088] Epoch: [61] [ 780/2904] eta: 0:27:18 lr: 0.002395 loss: 0.2014 (0.2105) loss_rec_all: 0.2276 (0.2361) loss_rec_sfr: 0.2879 (0.3255) loss_cl: -0.2795 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [04:50:01.782625] Epoch: [61] [ 800/2904] eta: 0:27:01 lr: 0.002395 loss: 0.2029 (0.2106) loss_rec_all: 0.2291 (0.2362) loss_rec_sfr: 0.2837 (0.3253) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [04:50:16.697118] Epoch: [61] [ 820/2904] eta: 0:26:44 lr: 0.002395 loss: 0.1998 (0.2105) loss_rec_all: 0.2254 (0.2361) loss_rec_sfr: 0.3111 (0.3250) loss_cl: -0.2778 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [04:50:31.616922] Epoch: [61] [ 840/2904] eta: 0:26:28 lr: 0.002395 loss: 0.2016 (0.2105) loss_rec_all: 0.2276 (0.2361) loss_rec_sfr: 0.2804 (0.3251) loss_cl: -0.2785 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [04:50:46.544573] Epoch: [61] [ 860/2904] eta: 0:26:11 lr: 0.002395 loss: 0.1980 (0.2106) loss_rec_all: 0.2240 (0.2362) loss_rec_sfr: 0.3111 (0.3254) loss_cl: -0.2794 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [04:51:01.467665] Epoch: [61] [ 880/2904] eta: 0:25:55 lr: 0.002395 loss: 0.1998 (0.2106) loss_rec_all: 0.2255 (0.2362) loss_rec_sfr: 0.3232 (0.3258) loss_cl: -0.2793 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [04:51:16.382813] Epoch: [61] [ 900/2904] eta: 0:25:39 lr: 0.002395 loss: 0.1972 (0.2104) loss_rec_all: 0.2234 (0.2360) loss_rec_sfr: 0.2861 (0.3253) loss_cl: -0.2781 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [04:51:31.297862] Epoch: [61] [ 920/2904] eta: 0:25:22 lr: 0.002395 loss: 0.2004 (0.2106) loss_rec_all: 0.2263 (0.2362) loss_rec_sfr: 0.2820 (0.3255) loss_cl: -0.2795 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [04:51:46.213721] Epoch: [61] [ 940/2904] eta: 0:25:06 lr: 0.002395 loss: 0.1980 (0.2105) loss_rec_all: 0.2237 (0.2361) loss_rec_sfr: 0.3119 (0.3255) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [04:52:01.127830] Epoch: [61] [ 960/2904] eta: 0:24:50 lr: 0.002395 loss: 0.1976 (0.2105) loss_rec_all: 0.2233 (0.2361) loss_rec_sfr: 0.3180 (0.3255) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [04:52:16.048125] Epoch: [61] [ 980/2904] eta: 0:24:34 lr: 0.002395 loss: 0.1987 (0.2105) loss_rec_all: 0.2247 (0.2361) loss_rec_sfr: 0.3029 (0.3256) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [04:52:30.966858] Epoch: [61] [1000/2904] eta: 0:24:18 lr: 0.002395 loss: 0.2002 (0.2104) loss_rec_all: 0.2262 (0.2360) loss_rec_sfr: 0.2840 (0.3252) loss_cl: -0.2777 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [04:52:45.885794] Epoch: [61] [1020/2904] eta: 0:24:01 lr: 0.002395 loss: 0.1959 (0.2105) loss_rec_all: 0.2219 (0.2361) loss_rec_sfr: 0.2763 (0.3253) loss_cl: -0.2792 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [04:53:00.801615] Epoch: [61] [1040/2904] eta: 0:23:45 lr: 0.002395 loss: 0.1938 (0.2104) loss_rec_all: 0.2196 (0.2360) loss_rec_sfr: 0.2874 (0.3248) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [04:53:15.716180] Epoch: [61] [1060/2904] eta: 0:23:29 lr: 0.002395 loss: 0.1970 (0.2103) loss_rec_all: 0.2226 (0.2359) loss_rec_sfr: 0.2935 (0.3245) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [04:53:30.631173] Epoch: [61] [1080/2904] eta: 0:23:14 lr: 0.002395 loss: 0.2021 (0.2104) loss_rec_all: 0.2275 (0.2360) loss_rec_sfr: 0.3224 (0.3252) loss_cl: -0.2784 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [04:53:45.547634] Epoch: [61] [1100/2904] eta: 0:22:58 lr: 0.002395 loss: 0.2008 (0.2106) loss_rec_all: 0.2262 (0.2362) loss_rec_sfr: 0.3070 (0.3255) loss_cl: -0.2785 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [04:54:00.471313] Epoch: [61] [1120/2904] eta: 0:22:42 lr: 0.002395 loss: 0.2076 (0.2107) loss_rec_all: 0.2334 (0.2363) loss_rec_sfr: 0.2936 (0.3257) loss_cl: -0.2784 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [04:54:15.395513] Epoch: [61] [1140/2904] eta: 0:22:26 lr: 0.002395 loss: 0.1996 (0.2107) loss_rec_all: 0.2256 (0.2363) loss_rec_sfr: 0.2918 (0.3254) loss_cl: -0.2790 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [04:54:30.317105] Epoch: [61] [1160/2904] eta: 0:22:10 lr: 0.002395 loss: 0.1966 (0.2106) loss_rec_all: 0.2222 (0.2362) loss_rec_sfr: 0.2955 (0.3252) loss_cl: -0.2787 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [04:54:45.234105] Epoch: [61] [1180/2904] eta: 0:21:54 lr: 0.002395 loss: 0.1999 (0.2107) loss_rec_all: 0.2261 (0.2363) loss_rec_sfr: 0.3146 (0.3255) loss_cl: -0.2795 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [04:55:00.152791] Epoch: [61] [1200/2904] eta: 0:21:39 lr: 0.002395 loss: 0.1984 (0.2106) loss_rec_all: 0.2243 (0.2362) loss_rec_sfr: 0.3121 (0.3253) loss_cl: -0.2786 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [04:55:15.072595] Epoch: [61] [1220/2904] eta: 0:21:23 lr: 0.002395 loss: 0.2057 (0.2108) loss_rec_all: 0.2314 (0.2363) loss_rec_sfr: 0.3117 (0.3258) loss_cl: -0.2781 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [04:55:29.988839] Epoch: [61] [1240/2904] eta: 0:21:07 lr: 0.002395 loss: 0.1965 (0.2108) loss_rec_all: 0.2227 (0.2364) loss_rec_sfr: 0.2944 (0.3260) loss_cl: -0.2786 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [04:55:44.907874] Epoch: [61] [1260/2904] eta: 0:20:52 lr: 0.002395 loss: 0.2009 (0.2109) loss_rec_all: 0.2269 (0.2365) loss_rec_sfr: 0.3188 (0.3264) loss_cl: -0.2794 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [04:55:59.830241] Epoch: [61] [1280/2904] eta: 0:20:36 lr: 0.002395 loss: 0.2026 (0.2111) loss_rec_all: 0.2281 (0.2367) loss_rec_sfr: 0.3129 (0.3270) loss_cl: -0.2792 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [04:56:14.749668] Epoch: [61] [1300/2904] eta: 0:20:20 lr: 0.002395 loss: 0.2063 (0.2113) loss_rec_all: 0.2320 (0.2368) loss_rec_sfr: 0.3133 (0.3275) loss_cl: -0.2781 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [04:56:29.669631] Epoch: [61] [1320/2904] eta: 0:20:05 lr: 0.002395 loss: 0.1953 (0.2112) loss_rec_all: 0.2214 (0.2368) loss_rec_sfr: 0.2951 (0.3273) loss_cl: -0.2788 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [04:56:44.591781] Epoch: [61] [1340/2904] eta: 0:19:49 lr: 0.002395 loss: 0.1966 (0.2111) loss_rec_all: 0.2222 (0.2366) loss_rec_sfr: 0.2808 (0.3268) loss_cl: -0.2775 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [04:56:59.515021] Epoch: [61] [1360/2904] eta: 0:19:34 lr: 0.002395 loss: 0.1992 (0.2110) loss_rec_all: 0.2248 (0.2366) loss_rec_sfr: 0.2860 (0.3266) loss_cl: -0.2787 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [04:57:14.436108] Epoch: [61] [1380/2904] eta: 0:19:18 lr: 0.002395 loss: 0.2043 (0.2110) loss_rec_all: 0.2301 (0.2366) loss_rec_sfr: 0.2870 (0.3264) loss_cl: -0.2777 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [04:57:29.358912] Epoch: [61] [1400/2904] eta: 0:19:03 lr: 0.002395 loss: 0.2018 (0.2110) loss_rec_all: 0.2277 (0.2366) loss_rec_sfr: 0.3133 (0.3265) loss_cl: -0.2780 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [04:57:44.279429] Epoch: [61] [1420/2904] eta: 0:18:47 lr: 0.002395 loss: 0.1971 (0.2109) loss_rec_all: 0.2229 (0.2365) loss_rec_sfr: 0.2597 (0.3261) loss_cl: -0.2794 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [04:57:59.201400] Epoch: [61] [1440/2904] eta: 0:18:32 lr: 0.002395 loss: 0.2007 (0.2109) loss_rec_all: 0.2266 (0.2365) loss_rec_sfr: 0.2981 (0.3261) loss_cl: -0.2788 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [04:58:14.122929] Epoch: [61] [1460/2904] eta: 0:18:16 lr: 0.002395 loss: 0.2013 (0.2109) loss_rec_all: 0.2267 (0.2365) loss_rec_sfr: 0.2914 (0.3261) loss_cl: -0.2787 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [04:58:29.045479] Epoch: [61] [1480/2904] eta: 0:18:01 lr: 0.002395 loss: 0.1966 (0.2108) loss_rec_all: 0.2222 (0.2364) loss_rec_sfr: 0.2881 (0.3258) loss_cl: -0.2779 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [04:58:43.966009] Epoch: [61] [1500/2904] eta: 0:17:45 lr: 0.002395 loss: 0.1974 (0.2108) loss_rec_all: 0.2233 (0.2364) loss_rec_sfr: 0.3273 (0.3260) loss_cl: -0.2783 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [04:58:58.877788] Epoch: [61] [1520/2904] eta: 0:17:30 lr: 0.002395 loss: 0.1998 (0.2109) loss_rec_all: 0.2254 (0.2365) loss_rec_sfr: 0.2892 (0.3261) loss_cl: -0.2790 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [04:59:13.789888] Epoch: [61] [1540/2904] eta: 0:17:15 lr: 0.002395 loss: 0.1997 (0.2108) loss_rec_all: 0.2253 (0.2364) loss_rec_sfr: 0.3045 (0.3259) loss_cl: -0.2796 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [04:59:28.709036] Epoch: [61] [1560/2904] eta: 0:16:59 lr: 0.002395 loss: 0.2046 (0.2108) loss_rec_all: 0.2306 (0.2364) loss_rec_sfr: 0.2956 (0.3258) loss_cl: -0.2794 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [04:59:43.628394] Epoch: [61] [1580/2904] eta: 0:16:44 lr: 0.002395 loss: 0.1972 (0.2107) loss_rec_all: 0.2232 (0.2363) loss_rec_sfr: 0.2805 (0.3255) loss_cl: -0.2791 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [04:59:58.544219] Epoch: [61] [1600/2904] eta: 0:16:28 lr: 0.002395 loss: 0.2007 (0.2107) loss_rec_all: 0.2261 (0.2363) loss_rec_sfr: 0.3198 (0.3254) loss_cl: -0.2781 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [05:00:13.467747] Epoch: [61] [1620/2904] eta: 0:16:13 lr: 0.002395 loss: 0.2013 (0.2109) loss_rec_all: 0.2274 (0.2365) loss_rec_sfr: 0.3329 (0.3260) loss_cl: -0.2781 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [05:00:28.385213] Epoch: [61] [1640/2904] eta: 0:15:58 lr: 0.002395 loss: 0.1972 (0.2108) loss_rec_all: 0.2231 (0.2364) loss_rec_sfr: 0.2801 (0.3257) loss_cl: -0.2787 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [05:00:43.299861] Epoch: [61] [1660/2904] eta: 0:15:42 lr: 0.002395 loss: 0.2007 (0.2108) loss_rec_all: 0.2262 (0.2364) loss_rec_sfr: 0.2820 (0.3256) loss_cl: -0.2800 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [05:00:58.214339] Epoch: [61] [1680/2904] eta: 0:15:27 lr: 0.002395 loss: 0.1982 (0.2108) loss_rec_all: 0.2241 (0.2364) loss_rec_sfr: 0.3075 (0.3256) loss_cl: -0.2786 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [05:01:13.126538] Epoch: [61] [1700/2904] eta: 0:15:12 lr: 0.002395 loss: 0.1978 (0.2107) loss_rec_all: 0.2239 (0.2363) loss_rec_sfr: 0.2773 (0.3252) loss_cl: -0.2781 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [05:01:28.039683] Epoch: [61] [1720/2904] eta: 0:14:56 lr: 0.002395 loss: 0.1989 (0.2107) loss_rec_all: 0.2249 (0.2363) loss_rec_sfr: 0.3244 (0.3255) loss_cl: -0.2788 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [05:01:42.960481] Epoch: [61] [1740/2904] eta: 0:14:41 lr: 0.002395 loss: 0.2044 (0.2106) loss_rec_all: 0.2302 (0.2362) loss_rec_sfr: 0.2974 (0.3252) loss_cl: -0.2783 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [05:01:57.877021] Epoch: [61] [1760/2904] eta: 0:14:26 lr: 0.002395 loss: 0.1998 (0.2106) loss_rec_all: 0.2260 (0.2362) loss_rec_sfr: 0.2844 (0.3252) loss_cl: -0.2779 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [05:02:12.796826] Epoch: [61] [1780/2904] eta: 0:14:10 lr: 0.002395 loss: 0.2005 (0.2106) loss_rec_all: 0.2264 (0.2362) loss_rec_sfr: 0.2726 (0.3249) loss_cl: -0.2783 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [05:02:27.719214] Epoch: [61] [1800/2904] eta: 0:13:55 lr: 0.002395 loss: 0.1990 (0.2106) loss_rec_all: 0.2251 (0.2362) loss_rec_sfr: 0.2979 (0.3249) loss_cl: -0.2796 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [05:02:42.638176] Epoch: [61] [1820/2904] eta: 0:13:40 lr: 0.002395 loss: 0.1987 (0.2106) loss_rec_all: 0.2246 (0.2362) loss_rec_sfr: 0.3164 (0.3250) loss_cl: -0.2799 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [05:02:57.557098] Epoch: [61] [1840/2904] eta: 0:13:25 lr: 0.002395 loss: 0.1949 (0.2105) loss_rec_all: 0.2204 (0.2361) loss_rec_sfr: 0.2886 (0.3249) loss_cl: -0.2790 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [05:03:12.475584] Epoch: [61] [1860/2904] eta: 0:13:09 lr: 0.002395 loss: 0.1994 (0.2105) loss_rec_all: 0.2255 (0.2361) loss_rec_sfr: 0.3204 (0.3249) loss_cl: -0.2780 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [05:03:27.396973] Epoch: [61] [1880/2904] eta: 0:12:54 lr: 0.002395 loss: 0.2025 (0.2106) loss_rec_all: 0.2281 (0.2362) loss_rec_sfr: 0.3114 (0.3250) loss_cl: -0.2782 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [05:03:42.316828] Epoch: [61] [1900/2904] eta: 0:12:39 lr: 0.002395 loss: 0.1962 (0.2106) loss_rec_all: 0.2221 (0.2362) loss_rec_sfr: 0.2743 (0.3249) loss_cl: -0.2796 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [05:03:57.236866] Epoch: [61] [1920/2904] eta: 0:12:24 lr: 0.002395 loss: 0.1981 (0.2106) loss_rec_all: 0.2239 (0.2362) loss_rec_sfr: 0.3061 (0.3250) loss_cl: -0.2790 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [05:04:12.152869] Epoch: [61] [1940/2904] eta: 0:12:08 lr: 0.002395 loss: 0.2007 (0.2106) loss_rec_all: 0.2263 (0.2362) loss_rec_sfr: 0.2891 (0.3250) loss_cl: -0.2781 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [05:04:27.068769] Epoch: [61] [1960/2904] eta: 0:11:53 lr: 0.002395 loss: 0.2004 (0.2106) loss_rec_all: 0.2262 (0.2362) loss_rec_sfr: 0.2969 (0.3248) loss_cl: -0.2789 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [05:04:41.987401] Epoch: [61] [1980/2904] eta: 0:11:38 lr: 0.002395 loss: 0.1978 (0.2105) loss_rec_all: 0.2237 (0.2361) loss_rec_sfr: 0.3148 (0.3247) loss_cl: -0.2791 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [05:04:56.901616] Epoch: [61] [2000/2904] eta: 0:11:23 lr: 0.002395 loss: 0.1979 (0.2104) loss_rec_all: 0.2241 (0.2360) loss_rec_sfr: 0.2937 (0.3245) loss_cl: -0.2793 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [05:05:11.818731] Epoch: [61] [2020/2904] eta: 0:11:08 lr: 0.002395 loss: 0.1951 (0.2105) loss_rec_all: 0.2208 (0.2361) loss_rec_sfr: 0.3173 (0.3247) loss_cl: -0.2786 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [05:05:26.743123] Epoch: [61] [2040/2904] eta: 0:10:52 lr: 0.002395 loss: 0.2028 (0.2106) loss_rec_all: 0.2284 (0.2362) loss_rec_sfr: 0.3061 (0.3249) loss_cl: -0.2782 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [05:05:41.665028] Epoch: [61] [2060/2904] eta: 0:10:37 lr: 0.002395 loss: 0.1999 (0.2105) loss_rec_all: 0.2262 (0.2361) loss_rec_sfr: 0.3013 (0.3248) loss_cl: -0.2791 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [05:05:56.584989] Epoch: [61] [2080/2904] eta: 0:10:22 lr: 0.002395 loss: 0.2008 (0.2106) loss_rec_all: 0.2266 (0.2362) loss_rec_sfr: 0.3168 (0.3250) loss_cl: -0.2784 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [05:06:11.501646] Epoch: [61] [2100/2904] eta: 0:10:07 lr: 0.002395 loss: 0.1998 (0.2105) loss_rec_all: 0.2256 (0.2361) loss_rec_sfr: 0.2759 (0.3246) loss_cl: -0.2788 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [05:06:26.420215] Epoch: [61] [2120/2904] eta: 0:09:52 lr: 0.002395 loss: 0.1995 (0.2105) loss_rec_all: 0.2254 (0.2361) loss_rec_sfr: 0.3010 (0.3246) loss_cl: -0.2794 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [05:06:41.336418] Epoch: [61] [2140/2904] eta: 0:09:36 lr: 0.002395 loss: 0.1971 (0.2104) loss_rec_all: 0.2226 (0.2360) loss_rec_sfr: 0.2927 (0.3244) loss_cl: -0.2786 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [05:06:56.253613] Epoch: [61] [2160/2904] eta: 0:09:21 lr: 0.002395 loss: 0.1977 (0.2104) loss_rec_all: 0.2239 (0.2360) loss_rec_sfr: 0.2896 (0.3242) loss_cl: -0.2789 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [05:07:11.171767] Epoch: [61] [2180/2904] eta: 0:09:06 lr: 0.002395 loss: 0.1992 (0.2104) loss_rec_all: 0.2250 (0.2360) loss_rec_sfr: 0.2862 (0.3243) loss_cl: -0.2782 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [05:07:26.087278] Epoch: [61] [2200/2904] eta: 0:08:51 lr: 0.002395 loss: 0.1977 (0.2105) loss_rec_all: 0.2234 (0.2361) loss_rec_sfr: 0.3261 (0.3245) loss_cl: -0.2789 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [05:07:41.000780] Epoch: [61] [2220/2904] eta: 0:08:36 lr: 0.002395 loss: 0.1999 (0.2105) loss_rec_all: 0.2256 (0.2361) loss_rec_sfr: 0.3005 (0.3244) loss_cl: -0.2802 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [05:07:55.920433] Epoch: [61] [2240/2904] eta: 0:08:21 lr: 0.002395 loss: 0.2028 (0.2105) loss_rec_all: 0.2283 (0.2361) loss_rec_sfr: 0.3207 (0.3247) loss_cl: -0.2790 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [05:08:10.839525] Epoch: [61] [2260/2904] eta: 0:08:06 lr: 0.002395 loss: 0.1978 (0.2105) loss_rec_all: 0.2235 (0.2361) loss_rec_sfr: 0.2983 (0.3246) loss_cl: -0.2790 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [05:08:25.753627] Epoch: [61] [2280/2904] eta: 0:07:50 lr: 0.002395 loss: 0.2005 (0.2105) loss_rec_all: 0.2263 (0.2361) loss_rec_sfr: 0.2940 (0.3246) loss_cl: -0.2778 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [05:08:40.667395] Epoch: [61] [2300/2904] eta: 0:07:35 lr: 0.002395 loss: 0.1980 (0.2105) loss_rec_all: 0.2237 (0.2361) loss_rec_sfr: 0.2841 (0.3244) loss_cl: -0.2789 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [05:08:55.580147] Epoch: [61] [2320/2904] eta: 0:07:20 lr: 0.002395 loss: 0.2001 (0.2105) loss_rec_all: 0.2260 (0.2361) loss_rec_sfr: 0.3117 (0.3245) loss_cl: -0.2793 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [05:09:10.500105] Epoch: [61] [2340/2904] eta: 0:07:05 lr: 0.002395 loss: 0.2027 (0.2104) loss_rec_all: 0.2284 (0.2360) loss_rec_sfr: 0.2868 (0.3243) loss_cl: -0.2783 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [05:09:25.424487] Epoch: [61] [2360/2904] eta: 0:06:50 lr: 0.002395 loss: 0.2007 (0.2104) loss_rec_all: 0.2267 (0.2360) loss_rec_sfr: 0.3055 (0.3244) loss_cl: -0.2791 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [05:09:40.346605] Epoch: [61] [2380/2904] eta: 0:06:35 lr: 0.002395 loss: 0.1982 (0.2104) loss_rec_all: 0.2240 (0.2360) loss_rec_sfr: 0.2988 (0.3243) loss_cl: -0.2794 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [05:09:55.268479] Epoch: [61] [2400/2904] eta: 0:06:20 lr: 0.002395 loss: 0.2007 (0.2103) loss_rec_all: 0.2263 (0.2359) loss_rec_sfr: 0.2943 (0.3240) loss_cl: -0.2780 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [05:10:10.193677] Epoch: [61] [2420/2904] eta: 0:06:04 lr: 0.002395 loss: 0.2044 (0.2103) loss_rec_all: 0.2302 (0.2359) loss_rec_sfr: 0.2927 (0.3240) loss_cl: -0.2780 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [05:10:25.114876] Epoch: [61] [2440/2904] eta: 0:05:49 lr: 0.002395 loss: 0.1972 (0.2103) loss_rec_all: 0.2229 (0.2359) loss_rec_sfr: 0.2878 (0.3238) loss_cl: -0.2790 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [05:10:40.040157] Epoch: [61] [2460/2904] eta: 0:05:34 lr: 0.002395 loss: 0.2003 (0.2103) loss_rec_all: 0.2264 (0.2359) loss_rec_sfr: 0.3032 (0.3238) loss_cl: -0.2791 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [05:10:54.961933] Epoch: [61] [2480/2904] eta: 0:05:19 lr: 0.002395 loss: 0.1988 (0.2102) loss_rec_all: 0.2247 (0.2358) loss_rec_sfr: 0.2792 (0.3235) loss_cl: -0.2790 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [05:11:09.885016] Epoch: [61] [2500/2904] eta: 0:05:04 lr: 0.002395 loss: 0.2007 (0.2102) loss_rec_all: 0.2262 (0.2358) loss_rec_sfr: 0.3057 (0.3235) loss_cl: -0.2778 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [05:11:24.805662] Epoch: [61] [2520/2904] eta: 0:04:49 lr: 0.002395 loss: 0.2006 (0.2102) loss_rec_all: 0.2263 (0.2358) loss_rec_sfr: 0.3145 (0.3236) loss_cl: -0.2796 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [05:11:39.723874] Epoch: [61] [2540/2904] eta: 0:04:34 lr: 0.002395 loss: 0.1972 (0.2102) loss_rec_all: 0.2233 (0.2358) loss_rec_sfr: 0.3123 (0.3237) loss_cl: -0.2799 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [05:11:54.645579] Epoch: [61] [2560/2904] eta: 0:04:19 lr: 0.002395 loss: 0.2014 (0.2103) loss_rec_all: 0.2275 (0.2359) loss_rec_sfr: 0.3174 (0.3239) loss_cl: -0.2791 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [05:12:09.562900] Epoch: [61] [2580/2904] eta: 0:04:04 lr: 0.002395 loss: 0.1965 (0.2102) loss_rec_all: 0.2224 (0.2358) loss_rec_sfr: 0.3024 (0.3238) loss_cl: -0.2788 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [05:12:24.481511] Epoch: [61] [2600/2904] eta: 0:03:49 lr: 0.002395 loss: 0.2011 (0.2102) loss_rec_all: 0.2272 (0.2358) loss_rec_sfr: 0.3133 (0.3237) loss_cl: -0.2780 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [05:12:39.394238] Epoch: [61] [2620/2904] eta: 0:03:33 lr: 0.002395 loss: 0.1996 (0.2101) loss_rec_all: 0.2254 (0.2357) loss_rec_sfr: 0.2844 (0.3236) loss_cl: -0.2790 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [05:12:54.313654] Epoch: [61] [2640/2904] eta: 0:03:18 lr: 0.002395 loss: 0.1971 (0.2101) loss_rec_all: 0.2228 (0.2357) loss_rec_sfr: 0.2838 (0.3234) loss_cl: -0.2796 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [05:13:09.235994] Epoch: [61] [2660/2904] eta: 0:03:03 lr: 0.002395 loss: 0.1985 (0.2100) loss_rec_all: 0.2241 (0.2356) loss_rec_sfr: 0.2847 (0.3232) loss_cl: -0.2788 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [05:13:24.157633] Epoch: [61] [2680/2904] eta: 0:02:48 lr: 0.002395 loss: 0.2014 (0.2100) loss_rec_all: 0.2271 (0.2356) loss_rec_sfr: 0.2982 (0.3232) loss_cl: -0.2784 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [05:13:39.077231] Epoch: [61] [2700/2904] eta: 0:02:33 lr: 0.002395 loss: 0.2026 (0.2101) loss_rec_all: 0.2282 (0.2357) loss_rec_sfr: 0.3157 (0.3233) loss_cl: -0.2791 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [05:13:53.993020] Epoch: [61] [2720/2904] eta: 0:02:18 lr: 0.002395 loss: 0.2011 (0.2101) loss_rec_all: 0.2276 (0.2357) loss_rec_sfr: 0.2926 (0.3233) loss_cl: -0.2804 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [05:14:08.910368] Epoch: [61] [2740/2904] eta: 0:02:03 lr: 0.002395 loss: 0.1967 (0.2101) loss_rec_all: 0.2225 (0.2357) loss_rec_sfr: 0.2994 (0.3233) loss_cl: -0.2796 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [05:14:23.828782] Epoch: [61] [2760/2904] eta: 0:01:48 lr: 0.002395 loss: 0.1998 (0.2101) loss_rec_all: 0.2255 (0.2357) loss_rec_sfr: 0.3078 (0.3234) loss_cl: -0.2802 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [05:14:38.746966] Epoch: [61] [2780/2904] eta: 0:01:33 lr: 0.002395 loss: 0.1998 (0.2101) loss_rec_all: 0.2255 (0.2357) loss_rec_sfr: 0.2922 (0.3233) loss_cl: -0.2781 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [05:14:53.668317] Epoch: [61] [2800/2904] eta: 0:01:18 lr: 0.002395 loss: 0.1992 (0.2101) loss_rec_all: 0.2248 (0.2357) loss_rec_sfr: 0.2910 (0.3232) loss_cl: -0.2773 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [05:15:08.586595] Epoch: [61] [2820/2904] eta: 0:01:03 lr: 0.002395 loss: 0.1996 (0.2101) loss_rec_all: 0.2252 (0.2357) loss_rec_sfr: 0.2932 (0.3232) loss_cl: -0.2783 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [05:15:23.535666] Epoch: [61] [2840/2904] eta: 0:00:48 lr: 0.002395 loss: 0.1940 (0.2100) loss_rec_all: 0.2203 (0.2356) loss_rec_sfr: 0.2735 (0.3229) loss_cl: -0.2799 (-0.2787) time: 0.7474 data: 0.0023 max mem: 29860 [05:15:38.440018] Epoch: [61] [2860/2904] eta: 0:00:33 lr: 0.002395 loss: 0.1975 (0.2099) loss_rec_all: 0.2234 (0.2356) loss_rec_sfr: 0.3199 (0.3228) loss_cl: -0.2794 (-0.2787) time: 0.7452 data: 0.0001 max mem: 29860 [05:15:53.346122] Epoch: [61] [2880/2904] eta: 0:00:18 lr: 0.002395 loss: 0.2034 (0.2099) loss_rec_all: 0.2289 (0.2356) loss_rec_sfr: 0.2855 (0.3228) loss_cl: -0.2777 (-0.2787) time: 0.7453 data: 0.0001 max mem: 29860 [05:16:08.249228] Epoch: [61] [2900/2904] eta: 0:00:03 lr: 0.002395 loss: 0.1963 (0.2099) loss_rec_all: 0.2219 (0.2355) loss_rec_sfr: 0.2957 (0.3227) loss_cl: -0.2786 (-0.2787) time: 0.7451 data: 0.0001 max mem: 29860 [05:16:10.490366] Epoch: [61] [2903/2904] eta: 0:00:00 lr: 0.002395 loss: 0.1965 (0.2099) loss_rec_all: 0.2224 (0.2355) loss_rec_sfr: 0.3117 (0.3227) loss_cl: -0.2790 (-0.2787) time: 0.7450 data: 0.0001 max mem: 29860 [05:16:12.598555] Epoch: [61] Total time: 0:36:28 (0.7535 s / it) [05:16:12.603893] Averaged stats: lr: 0.002395 loss: 0.1965 (0.2123) loss_rec_all: 0.2224 (0.2356) loss_rec_sfr: 0.3117 (0.3219) loss_cl: -0.2790 (-0.2554) [05:16:12.608628] log_dir: ./checkpoint/VF2_ViT-B [05:16:29.506916] Epoch: [62] [ 0/2904] eta: 13:37:50 lr: 0.002395 loss: 0.1888 (0.1888) loss_rec_all: 0.2149 (0.2149) loss_rec_sfr: 0.2635 (0.2635) loss_cl: -0.2790 (-0.2790) time: 16.8976 data: 15.9881 max mem: 29860 [05:16:45.339133] Epoch: [62] [ 20/2904] eta: 1:14:54 lr: 0.002395 loss: 0.1990 (0.2118) loss_rec_all: 0.2251 (0.2374) loss_rec_sfr: 0.2981 (0.3223) loss_cl: -0.2787 (-0.2785) time: 0.7916 data: 0.0002 max mem: 29860 [05:17:00.220919] Epoch: [62] [ 40/2904] eta: 0:55:25 lr: 0.002395 loss: 0.2008 (0.2118) loss_rec_all: 0.2269 (0.2374) loss_rec_sfr: 0.2936 (0.3230) loss_cl: -0.2785 (-0.2784) time: 0.7441 data: 0.0002 max mem: 29860 [05:17:15.108109] Epoch: [62] [ 60/2904] eta: 0:48:33 lr: 0.002395 loss: 0.2022 (0.2138) loss_rec_all: 0.2278 (0.2394) loss_rec_sfr: 0.2785 (0.3261) loss_cl: -0.2794 (-0.2787) time: 0.7443 data: 0.0002 max mem: 29860 [05:17:30.025352] Epoch: [62] [ 80/2904] eta: 0:44:58 lr: 0.002395 loss: 0.2000 (0.2140) loss_rec_all: 0.2261 (0.2396) loss_rec_sfr: 0.2877 (0.3270) loss_cl: -0.2796 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [05:17:44.949991] Epoch: [62] [ 100/2904] eta: 0:42:43 lr: 0.002395 loss: 0.2046 (0.2146) loss_rec_all: 0.2303 (0.2402) loss_rec_sfr: 0.3161 (0.3305) loss_cl: -0.2789 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [05:17:59.886080] Epoch: [62] [ 120/2904] eta: 0:41:08 lr: 0.002395 loss: 0.2006 (0.2128) loss_rec_all: 0.2267 (0.2384) loss_rec_sfr: 0.3140 (0.3275) loss_cl: -0.2786 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [05:18:14.812679] Epoch: [62] [ 140/2904] eta: 0:39:55 lr: 0.002395 loss: 0.1947 (0.2110) loss_rec_all: 0.2202 (0.2366) loss_rec_sfr: 0.3066 (0.3244) loss_cl: -0.2788 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [05:18:29.740756] Epoch: [62] [ 160/2904] eta: 0:38:57 lr: 0.002395 loss: 0.1985 (0.2104) loss_rec_all: 0.2241 (0.2360) loss_rec_sfr: 0.3015 (0.3228) loss_cl: -0.2787 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [05:18:44.675543] Epoch: [62] [ 180/2904] eta: 0:38:08 lr: 0.002395 loss: 0.1982 (0.2105) loss_rec_all: 0.2240 (0.2361) loss_rec_sfr: 0.3063 (0.3230) loss_cl: -0.2786 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [05:18:59.603096] Epoch: [62] [ 200/2904] eta: 0:37:26 lr: 0.002395 loss: 0.1979 (0.2105) loss_rec_all: 0.2235 (0.2362) loss_rec_sfr: 0.3051 (0.3235) loss_cl: -0.2790 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [05:19:14.523921] Epoch: [62] [ 220/2904] eta: 0:36:49 lr: 0.002395 loss: 0.1964 (0.2102) loss_rec_all: 0.2224 (0.2358) loss_rec_sfr: 0.2797 (0.3223) loss_cl: -0.2780 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [05:19:29.449967] Epoch: [62] [ 240/2904] eta: 0:36:15 lr: 0.002395 loss: 0.1992 (0.2102) loss_rec_all: 0.2248 (0.2358) loss_rec_sfr: 0.3094 (0.3227) loss_cl: -0.2786 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [05:19:44.379826] Epoch: [62] [ 260/2904] eta: 0:35:45 lr: 0.002395 loss: 0.1975 (0.2103) loss_rec_all: 0.2235 (0.2359) loss_rec_sfr: 0.3118 (0.3233) loss_cl: -0.2793 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [05:19:59.302107] Epoch: [62] [ 280/2904] eta: 0:35:16 lr: 0.002395 loss: 0.1978 (0.2101) loss_rec_all: 0.2235 (0.2357) loss_rec_sfr: 0.2951 (0.3230) loss_cl: -0.2793 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [05:20:14.223787] Epoch: [62] [ 300/2904] eta: 0:34:50 lr: 0.002395 loss: 0.1976 (0.2099) loss_rec_all: 0.2239 (0.2355) loss_rec_sfr: 0.2801 (0.3224) loss_cl: -0.2797 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [05:20:29.161062] Epoch: [62] [ 320/2904] eta: 0:34:25 lr: 0.002395 loss: 0.1964 (0.2099) loss_rec_all: 0.2222 (0.2355) loss_rec_sfr: 0.3181 (0.3231) loss_cl: -0.2790 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [05:20:44.082170] Epoch: [62] [ 340/2904] eta: 0:34:01 lr: 0.002395 loss: 0.2021 (0.2099) loss_rec_all: 0.2281 (0.2355) loss_rec_sfr: 0.3084 (0.3228) loss_cl: -0.2777 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [05:20:59.146892] Epoch: [62] [ 360/2904] eta: 0:33:39 lr: 0.002395 loss: 0.1967 (0.2093) loss_rec_all: 0.2227 (0.2350) loss_rec_sfr: 0.2732 (0.3212) loss_cl: -0.2792 (-0.2788) time: 0.7532 data: 0.0002 max mem: 29860 [05:21:14.075494] Epoch: [62] [ 380/2904] eta: 0:33:17 lr: 0.002395 loss: 0.2002 (0.2089) loss_rec_all: 0.2262 (0.2345) loss_rec_sfr: 0.3133 (0.3201) loss_cl: -0.2795 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [05:21:28.998843] Epoch: [62] [ 400/2904] eta: 0:32:55 lr: 0.002395 loss: 0.1973 (0.2089) loss_rec_all: 0.2231 (0.2346) loss_rec_sfr: 0.2741 (0.3195) loss_cl: -0.2788 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [05:21:43.917878] Epoch: [62] [ 420/2904] eta: 0:32:34 lr: 0.002395 loss: 0.1959 (0.2086) loss_rec_all: 0.2216 (0.2343) loss_rec_sfr: 0.2967 (0.3189) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [05:21:58.839687] Epoch: [62] [ 440/2904] eta: 0:32:14 lr: 0.002395 loss: 0.1972 (0.2086) loss_rec_all: 0.2230 (0.2342) loss_rec_sfr: 0.2888 (0.3188) loss_cl: -0.2786 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [05:22:13.761465] Epoch: [62] [ 460/2904] eta: 0:31:54 lr: 0.002395 loss: 0.2047 (0.2091) loss_rec_all: 0.2307 (0.2347) loss_rec_sfr: 0.3217 (0.3206) loss_cl: -0.2784 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [05:22:28.684888] Epoch: [62] [ 480/2904] eta: 0:31:35 lr: 0.002395 loss: 0.1973 (0.2087) loss_rec_all: 0.2234 (0.2344) loss_rec_sfr: 0.3123 (0.3199) loss_cl: -0.2793 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [05:22:43.607398] Epoch: [62] [ 500/2904] eta: 0:31:16 lr: 0.002395 loss: 0.1959 (0.2084) loss_rec_all: 0.2220 (0.2341) loss_rec_sfr: 0.2864 (0.3190) loss_cl: -0.2785 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [05:22:58.531392] Epoch: [62] [ 520/2904] eta: 0:30:57 lr: 0.002395 loss: 0.2005 (0.2087) loss_rec_all: 0.2258 (0.2343) loss_rec_sfr: 0.3180 (0.3200) loss_cl: -0.2778 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [05:23:13.456457] Epoch: [62] [ 540/2904] eta: 0:30:38 lr: 0.002395 loss: 0.2017 (0.2086) loss_rec_all: 0.2276 (0.2342) loss_rec_sfr: 0.2795 (0.3195) loss_cl: -0.2789 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [05:23:28.379081] Epoch: [62] [ 560/2904] eta: 0:30:20 lr: 0.002395 loss: 0.2006 (0.2090) loss_rec_all: 0.2264 (0.2346) loss_rec_sfr: 0.3190 (0.3207) loss_cl: -0.2787 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [05:23:43.295200] Epoch: [62] [ 580/2904] eta: 0:30:02 lr: 0.002395 loss: 0.2015 (0.2088) loss_rec_all: 0.2271 (0.2345) loss_rec_sfr: 0.2883 (0.3200) loss_cl: -0.2799 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [05:23:58.214687] Epoch: [62] [ 600/2904] eta: 0:29:44 lr: 0.002395 loss: 0.2030 (0.2090) loss_rec_all: 0.2286 (0.2347) loss_rec_sfr: 0.3086 (0.3207) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [05:24:13.127139] Epoch: [62] [ 620/2904] eta: 0:29:27 lr: 0.002395 loss: 0.1993 (0.2091) loss_rec_all: 0.2250 (0.2348) loss_rec_sfr: 0.2850 (0.3206) loss_cl: -0.2781 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [05:24:28.047409] Epoch: [62] [ 640/2904] eta: 0:29:09 lr: 0.002395 loss: 0.1982 (0.2091) loss_rec_all: 0.2242 (0.2347) loss_rec_sfr: 0.3069 (0.3207) loss_cl: -0.2792 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [05:24:42.966292] Epoch: [62] [ 660/2904] eta: 0:28:52 lr: 0.002395 loss: 0.1974 (0.2089) loss_rec_all: 0.2230 (0.2346) loss_rec_sfr: 0.2908 (0.3202) loss_cl: -0.2794 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [05:24:57.886024] Epoch: [62] [ 680/2904] eta: 0:28:35 lr: 0.002395 loss: 0.2013 (0.2087) loss_rec_all: 0.2271 (0.2344) loss_rec_sfr: 0.2882 (0.3192) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [05:25:12.806263] Epoch: [62] [ 700/2904] eta: 0:28:18 lr: 0.002395 loss: 0.1997 (0.2089) loss_rec_all: 0.2255 (0.2345) loss_rec_sfr: 0.3120 (0.3198) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [05:25:27.722077] Epoch: [62] [ 720/2904] eta: 0:28:01 lr: 0.002395 loss: 0.2012 (0.2091) loss_rec_all: 0.2272 (0.2347) loss_rec_sfr: 0.2980 (0.3203) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [05:25:42.639197] Epoch: [62] [ 740/2904] eta: 0:27:44 lr: 0.002395 loss: 0.2010 (0.2091) loss_rec_all: 0.2272 (0.2347) loss_rec_sfr: 0.2901 (0.3203) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [05:25:57.563841] Epoch: [62] [ 760/2904] eta: 0:27:27 lr: 0.002395 loss: 0.2024 (0.2091) loss_rec_all: 0.2284 (0.2347) loss_rec_sfr: 0.2961 (0.3201) loss_cl: -0.2789 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [05:26:12.482107] Epoch: [62] [ 780/2904] eta: 0:27:11 lr: 0.002395 loss: 0.1965 (0.2090) loss_rec_all: 0.2221 (0.2346) loss_rec_sfr: 0.2949 (0.3198) loss_cl: -0.2779 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [05:26:27.399255] Epoch: [62] [ 800/2904] eta: 0:26:54 lr: 0.002395 loss: 0.1994 (0.2089) loss_rec_all: 0.2252 (0.2345) loss_rec_sfr: 0.2774 (0.3193) loss_cl: -0.2782 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [05:26:42.320077] Epoch: [62] [ 820/2904] eta: 0:26:38 lr: 0.002395 loss: 0.1968 (0.2087) loss_rec_all: 0.2225 (0.2343) loss_rec_sfr: 0.2952 (0.3187) loss_cl: -0.2783 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [05:26:57.236143] Epoch: [62] [ 840/2904] eta: 0:26:21 lr: 0.002395 loss: 0.1980 (0.2087) loss_rec_all: 0.2238 (0.2344) loss_rec_sfr: 0.2863 (0.3188) loss_cl: -0.2792 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [05:27:12.152071] Epoch: [62] [ 860/2904] eta: 0:26:05 lr: 0.002395 loss: 0.1968 (0.2087) loss_rec_all: 0.2231 (0.2344) loss_rec_sfr: 0.2620 (0.3186) loss_cl: -0.2799 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [05:27:27.068083] Epoch: [62] [ 880/2904] eta: 0:25:49 lr: 0.002395 loss: 0.2009 (0.2088) loss_rec_all: 0.2267 (0.2344) loss_rec_sfr: 0.2797 (0.3183) loss_cl: -0.2801 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [05:27:41.982537] Epoch: [62] [ 900/2904] eta: 0:25:33 lr: 0.002395 loss: 0.2040 (0.2090) loss_rec_all: 0.2301 (0.2346) loss_rec_sfr: 0.3115 (0.3190) loss_cl: -0.2784 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [05:27:56.901640] Epoch: [62] [ 920/2904] eta: 0:25:17 lr: 0.002395 loss: 0.1996 (0.2092) loss_rec_all: 0.2255 (0.2348) loss_rec_sfr: 0.2794 (0.3195) loss_cl: -0.2786 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [05:28:11.820111] Epoch: [62] [ 940/2904] eta: 0:25:01 lr: 0.002395 loss: 0.2017 (0.2093) loss_rec_all: 0.2277 (0.2350) loss_rec_sfr: 0.2848 (0.3198) loss_cl: -0.2783 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [05:28:26.738415] Epoch: [62] [ 960/2904] eta: 0:24:44 lr: 0.002395 loss: 0.1999 (0.2094) loss_rec_all: 0.2261 (0.2350) loss_rec_sfr: 0.3105 (0.3202) loss_cl: -0.2791 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [05:28:41.656841] Epoch: [62] [ 980/2904] eta: 0:24:29 lr: 0.002395 loss: 0.1962 (0.2093) loss_rec_all: 0.2224 (0.2349) loss_rec_sfr: 0.2917 (0.3200) loss_cl: -0.2791 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [05:28:56.574145] Epoch: [62] [1000/2904] eta: 0:24:13 lr: 0.002395 loss: 0.1970 (0.2093) loss_rec_all: 0.2228 (0.2350) loss_rec_sfr: 0.3101 (0.3201) loss_cl: -0.2788 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [05:29:11.494852] Epoch: [62] [1020/2904] eta: 0:23:57 lr: 0.002395 loss: 0.1950 (0.2093) loss_rec_all: 0.2210 (0.2349) loss_rec_sfr: 0.2820 (0.3200) loss_cl: -0.2788 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [05:29:26.412271] Epoch: [62] [1040/2904] eta: 0:23:41 lr: 0.002395 loss: 0.2038 (0.2094) loss_rec_all: 0.2295 (0.2351) loss_rec_sfr: 0.3236 (0.3205) loss_cl: -0.2785 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [05:29:41.327198] Epoch: [62] [1060/2904] eta: 0:23:25 lr: 0.002395 loss: 0.1995 (0.2094) loss_rec_all: 0.2251 (0.2351) loss_rec_sfr: 0.2813 (0.3203) loss_cl: -0.2790 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [05:29:56.244105] Epoch: [62] [1080/2904] eta: 0:23:09 lr: 0.002395 loss: 0.2029 (0.2096) loss_rec_all: 0.2289 (0.2352) loss_rec_sfr: 0.2882 (0.3205) loss_cl: -0.2788 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [05:30:11.166027] Epoch: [62] [1100/2904] eta: 0:22:53 lr: 0.002395 loss: 0.1990 (0.2094) loss_rec_all: 0.2247 (0.2350) loss_rec_sfr: 0.2905 (0.3200) loss_cl: -0.2792 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [05:30:26.086642] Epoch: [62] [1120/2904] eta: 0:22:38 lr: 0.002395 loss: 0.2013 (0.2095) loss_rec_all: 0.2273 (0.2352) loss_rec_sfr: 0.3034 (0.3205) loss_cl: -0.2785 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [05:30:41.004909] Epoch: [62] [1140/2904] eta: 0:22:22 lr: 0.002395 loss: 0.2020 (0.2096) loss_rec_all: 0.2276 (0.2352) loss_rec_sfr: 0.2891 (0.3208) loss_cl: -0.2785 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [05:30:55.925925] Epoch: [62] [1160/2904] eta: 0:22:06 lr: 0.002395 loss: 0.1977 (0.2097) loss_rec_all: 0.2236 (0.2353) loss_rec_sfr: 0.3045 (0.3210) loss_cl: -0.2784 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [05:31:10.844503] Epoch: [62] [1180/2904] eta: 0:21:51 lr: 0.002395 loss: 0.2007 (0.2097) loss_rec_all: 0.2265 (0.2353) loss_rec_sfr: 0.2786 (0.3208) loss_cl: -0.2787 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [05:31:25.771541] Epoch: [62] [1200/2904] eta: 0:21:35 lr: 0.002395 loss: 0.1955 (0.2097) loss_rec_all: 0.2212 (0.2353) loss_rec_sfr: 0.3159 (0.3211) loss_cl: -0.2795 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [05:31:40.693599] Epoch: [62] [1220/2904] eta: 0:21:19 lr: 0.002395 loss: 0.1973 (0.2097) loss_rec_all: 0.2235 (0.2353) loss_rec_sfr: 0.2885 (0.3209) loss_cl: -0.2791 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [05:31:55.621332] Epoch: [62] [1240/2904] eta: 0:21:04 lr: 0.002395 loss: 0.2044 (0.2097) loss_rec_all: 0.2300 (0.2353) loss_rec_sfr: 0.2986 (0.3209) loss_cl: -0.2783 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [05:32:10.544590] Epoch: [62] [1260/2904] eta: 0:20:48 lr: 0.002395 loss: 0.1997 (0.2097) loss_rec_all: 0.2253 (0.2353) loss_rec_sfr: 0.2829 (0.3209) loss_cl: -0.2790 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [05:32:25.465556] Epoch: [62] [1280/2904] eta: 0:20:33 lr: 0.002395 loss: 0.1962 (0.2097) loss_rec_all: 0.2217 (0.2353) loss_rec_sfr: 0.2958 (0.3210) loss_cl: -0.2778 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [05:32:40.385124] Epoch: [62] [1300/2904] eta: 0:20:17 lr: 0.002395 loss: 0.2023 (0.2096) loss_rec_all: 0.2277 (0.2353) loss_rec_sfr: 0.3141 (0.3209) loss_cl: -0.2781 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [05:32:55.302217] Epoch: [62] [1320/2904] eta: 0:20:02 lr: 0.002395 loss: 0.1970 (0.2096) loss_rec_all: 0.2233 (0.2353) loss_rec_sfr: 0.2739 (0.3207) loss_cl: -0.2798 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [05:33:10.223312] Epoch: [62] [1340/2904] eta: 0:19:46 lr: 0.002395 loss: 0.2000 (0.2097) loss_rec_all: 0.2259 (0.2353) loss_rec_sfr: 0.3007 (0.3209) loss_cl: -0.2796 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [05:33:25.140192] Epoch: [62] [1360/2904] eta: 0:19:31 lr: 0.002395 loss: 0.2000 (0.2097) loss_rec_all: 0.2261 (0.2354) loss_rec_sfr: 0.2724 (0.3208) loss_cl: -0.2793 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [05:33:40.057387] Epoch: [62] [1380/2904] eta: 0:19:15 lr: 0.002395 loss: 0.1979 (0.2097) loss_rec_all: 0.2234 (0.2353) loss_rec_sfr: 0.3063 (0.3207) loss_cl: -0.2779 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [05:33:54.973256] Epoch: [62] [1400/2904] eta: 0:19:00 lr: 0.002395 loss: 0.1950 (0.2095) loss_rec_all: 0.2207 (0.2351) loss_rec_sfr: 0.2815 (0.3202) loss_cl: -0.2783 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [05:34:09.892502] Epoch: [62] [1420/2904] eta: 0:18:44 lr: 0.002395 loss: 0.1992 (0.2094) loss_rec_all: 0.2248 (0.2351) loss_rec_sfr: 0.3092 (0.3200) loss_cl: -0.2786 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [05:34:24.815432] Epoch: [62] [1440/2904] eta: 0:18:29 lr: 0.002395 loss: 0.2039 (0.2095) loss_rec_all: 0.2298 (0.2352) loss_rec_sfr: 0.2869 (0.3201) loss_cl: -0.2796 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [05:34:39.728022] Epoch: [62] [1460/2904] eta: 0:18:14 lr: 0.002395 loss: 0.1970 (0.2094) loss_rec_all: 0.2229 (0.2351) loss_rec_sfr: 0.2808 (0.3197) loss_cl: -0.2791 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [05:34:54.645418] Epoch: [62] [1480/2904] eta: 0:17:58 lr: 0.002395 loss: 0.1968 (0.2093) loss_rec_all: 0.2229 (0.2350) loss_rec_sfr: 0.2670 (0.3193) loss_cl: -0.2785 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [05:35:09.555867] Epoch: [62] [1500/2904] eta: 0:17:43 lr: 0.002395 loss: 0.1954 (0.2092) loss_rec_all: 0.2208 (0.2349) loss_rec_sfr: 0.2848 (0.3190) loss_cl: -0.2778 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [05:35:24.481616] Epoch: [62] [1520/2904] eta: 0:17:28 lr: 0.002395 loss: 0.1977 (0.2092) loss_rec_all: 0.2238 (0.2348) loss_rec_sfr: 0.3062 (0.3189) loss_cl: -0.2789 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [05:35:39.405117] Epoch: [62] [1540/2904] eta: 0:17:12 lr: 0.002395 loss: 0.1984 (0.2092) loss_rec_all: 0.2245 (0.2348) loss_rec_sfr: 0.2717 (0.3187) loss_cl: -0.2792 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [05:35:54.330169] Epoch: [62] [1560/2904] eta: 0:16:57 lr: 0.002395 loss: 0.1956 (0.2091) loss_rec_all: 0.2217 (0.2347) loss_rec_sfr: 0.2833 (0.3184) loss_cl: -0.2802 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [05:36:09.256467] Epoch: [62] [1580/2904] eta: 0:16:42 lr: 0.002395 loss: 0.2000 (0.2091) loss_rec_all: 0.2256 (0.2348) loss_rec_sfr: 0.2866 (0.3186) loss_cl: -0.2787 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [05:36:24.176661] Epoch: [62] [1600/2904] eta: 0:16:26 lr: 0.002395 loss: 0.2073 (0.2093) loss_rec_all: 0.2330 (0.2349) loss_rec_sfr: 0.3155 (0.3191) loss_cl: -0.2779 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [05:36:39.096311] Epoch: [62] [1620/2904] eta: 0:16:11 lr: 0.002395 loss: 0.2000 (0.2094) loss_rec_all: 0.2257 (0.2350) loss_rec_sfr: 0.2864 (0.3194) loss_cl: -0.2778 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [05:36:54.021585] Epoch: [62] [1640/2904] eta: 0:15:56 lr: 0.002395 loss: 0.1967 (0.2093) loss_rec_all: 0.2225 (0.2349) loss_rec_sfr: 0.2835 (0.3192) loss_cl: -0.2791 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [05:37:08.931764] Epoch: [62] [1660/2904] eta: 0:15:40 lr: 0.002395 loss: 0.1966 (0.2093) loss_rec_all: 0.2222 (0.2349) loss_rec_sfr: 0.2939 (0.3191) loss_cl: -0.2795 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [05:37:23.851112] Epoch: [62] [1680/2904] eta: 0:15:25 lr: 0.002395 loss: 0.1968 (0.2092) loss_rec_all: 0.2226 (0.2349) loss_rec_sfr: 0.2665 (0.3189) loss_cl: -0.2790 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [05:37:38.773519] Epoch: [62] [1700/2904] eta: 0:15:10 lr: 0.002395 loss: 0.1985 (0.2092) loss_rec_all: 0.2242 (0.2348) loss_rec_sfr: 0.2852 (0.3188) loss_cl: -0.2788 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [05:37:53.694480] Epoch: [62] [1720/2904] eta: 0:14:55 lr: 0.002395 loss: 0.1988 (0.2092) loss_rec_all: 0.2243 (0.2349) loss_rec_sfr: 0.2744 (0.3188) loss_cl: -0.2784 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [05:38:08.611716] Epoch: [62] [1740/2904] eta: 0:14:39 lr: 0.002395 loss: 0.2021 (0.2094) loss_rec_all: 0.2280 (0.2350) loss_rec_sfr: 0.2887 (0.3192) loss_cl: -0.2793 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [05:38:23.534891] Epoch: [62] [1760/2904] eta: 0:14:24 lr: 0.002395 loss: 0.2001 (0.2094) loss_rec_all: 0.2262 (0.2350) loss_rec_sfr: 0.2812 (0.3190) loss_cl: -0.2786 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [05:38:38.464432] Epoch: [62] [1780/2904] eta: 0:14:09 lr: 0.002395 loss: 0.1993 (0.2093) loss_rec_all: 0.2254 (0.2349) loss_rec_sfr: 0.2755 (0.3187) loss_cl: -0.2796 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [05:38:53.383224] Epoch: [62] [1800/2904] eta: 0:13:54 lr: 0.002395 loss: 0.1983 (0.2092) loss_rec_all: 0.2243 (0.2348) loss_rec_sfr: 0.2914 (0.3185) loss_cl: -0.2785 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [05:39:08.307041] Epoch: [62] [1820/2904] eta: 0:13:38 lr: 0.002395 loss: 0.1974 (0.2092) loss_rec_all: 0.2236 (0.2349) loss_rec_sfr: 0.2892 (0.3185) loss_cl: -0.2783 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [05:39:23.230255] Epoch: [62] [1840/2904] eta: 0:13:23 lr: 0.002395 loss: 0.1971 (0.2092) loss_rec_all: 0.2228 (0.2348) loss_rec_sfr: 0.3177 (0.3185) loss_cl: -0.2786 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [05:39:38.156536] Epoch: [62] [1860/2904] eta: 0:13:08 lr: 0.002395 loss: 0.1963 (0.2091) loss_rec_all: 0.2220 (0.2347) loss_rec_sfr: 0.2893 (0.3182) loss_cl: -0.2786 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [05:39:53.079301] Epoch: [62] [1880/2904] eta: 0:12:53 lr: 0.002395 loss: 0.1968 (0.2090) loss_rec_all: 0.2228 (0.2347) loss_rec_sfr: 0.2856 (0.3181) loss_cl: -0.2795 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [05:40:07.988784] Epoch: [62] [1900/2904] eta: 0:12:38 lr: 0.002395 loss: 0.1979 (0.2091) loss_rec_all: 0.2237 (0.2347) loss_rec_sfr: 0.3194 (0.3184) loss_cl: -0.2792 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [05:40:22.904920] Epoch: [62] [1920/2904] eta: 0:12:22 lr: 0.002395 loss: 0.1967 (0.2091) loss_rec_all: 0.2226 (0.2348) loss_rec_sfr: 0.2903 (0.3184) loss_cl: -0.2794 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [05:40:37.813177] Epoch: [62] [1940/2904] eta: 0:12:07 lr: 0.002395 loss: 0.1982 (0.2091) loss_rec_all: 0.2237 (0.2348) loss_rec_sfr: 0.2920 (0.3184) loss_cl: -0.2793 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [05:40:52.725322] Epoch: [62] [1960/2904] eta: 0:11:52 lr: 0.002395 loss: 0.2013 (0.2091) loss_rec_all: 0.2265 (0.2348) loss_rec_sfr: 0.3086 (0.3185) loss_cl: -0.2782 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [05:41:07.647939] Epoch: [62] [1980/2904] eta: 0:11:37 lr: 0.002395 loss: 0.1994 (0.2092) loss_rec_all: 0.2247 (0.2348) loss_rec_sfr: 0.3067 (0.3188) loss_cl: -0.2790 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [05:41:22.569131] Epoch: [62] [2000/2904] eta: 0:11:22 lr: 0.002395 loss: 0.2019 (0.2092) loss_rec_all: 0.2279 (0.2348) loss_rec_sfr: 0.2899 (0.3187) loss_cl: -0.2793 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [05:41:37.485974] Epoch: [62] [2020/2904] eta: 0:11:06 lr: 0.002395 loss: 0.1989 (0.2092) loss_rec_all: 0.2250 (0.2348) loss_rec_sfr: 0.3181 (0.3187) loss_cl: -0.2791 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [05:41:52.416363] Epoch: [62] [2040/2904] eta: 0:10:51 lr: 0.002395 loss: 0.1985 (0.2092) loss_rec_all: 0.2243 (0.2349) loss_rec_sfr: 0.3165 (0.3189) loss_cl: -0.2788 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [05:42:07.336844] Epoch: [62] [2060/2904] eta: 0:10:36 lr: 0.002395 loss: 0.2041 (0.2092) loss_rec_all: 0.2296 (0.2349) loss_rec_sfr: 0.2911 (0.3188) loss_cl: -0.2795 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [05:42:22.257316] Epoch: [62] [2080/2904] eta: 0:10:21 lr: 0.002395 loss: 0.1985 (0.2093) loss_rec_all: 0.2241 (0.2349) loss_rec_sfr: 0.3131 (0.3191) loss_cl: -0.2788 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [05:42:37.172491] Epoch: [62] [2100/2904] eta: 0:10:06 lr: 0.002395 loss: 0.1995 (0.2093) loss_rec_all: 0.2251 (0.2349) loss_rec_sfr: 0.3006 (0.3192) loss_cl: -0.2780 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [05:42:52.089009] Epoch: [62] [2120/2904] eta: 0:09:51 lr: 0.002395 loss: 0.1970 (0.2092) loss_rec_all: 0.2233 (0.2348) loss_rec_sfr: 0.2849 (0.3189) loss_cl: -0.2783 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [05:43:07.001735] Epoch: [62] [2140/2904] eta: 0:09:36 lr: 0.002395 loss: 0.1977 (0.2091) loss_rec_all: 0.2235 (0.2348) loss_rec_sfr: 0.3004 (0.3188) loss_cl: -0.2790 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [05:43:21.918783] Epoch: [62] [2160/2904] eta: 0:09:20 lr: 0.002395 loss: 0.1971 (0.2092) loss_rec_all: 0.2227 (0.2348) loss_rec_sfr: 0.3235 (0.3191) loss_cl: -0.2789 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [05:43:36.833943] Epoch: [62] [2180/2904] eta: 0:09:05 lr: 0.002395 loss: 0.2029 (0.2092) loss_rec_all: 0.2288 (0.2348) loss_rec_sfr: 0.2809 (0.3190) loss_cl: -0.2784 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [05:43:51.750253] Epoch: [62] [2200/2904] eta: 0:08:50 lr: 0.002395 loss: 0.1984 (0.2091) loss_rec_all: 0.2242 (0.2348) loss_rec_sfr: 0.3083 (0.3189) loss_cl: -0.2792 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [05:44:06.671188] Epoch: [62] [2220/2904] eta: 0:08:35 lr: 0.002395 loss: 0.2034 (0.2091) loss_rec_all: 0.2292 (0.2348) loss_rec_sfr: 0.3110 (0.3190) loss_cl: -0.2795 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [05:44:21.586257] Epoch: [62] [2240/2904] eta: 0:08:20 lr: 0.002395 loss: 0.1994 (0.2091) loss_rec_all: 0.2254 (0.2347) loss_rec_sfr: 0.3027 (0.3190) loss_cl: -0.2791 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [05:44:36.504914] Epoch: [62] [2260/2904] eta: 0:08:05 lr: 0.002395 loss: 0.1994 (0.2091) loss_rec_all: 0.2253 (0.2347) loss_rec_sfr: 0.2867 (0.3188) loss_cl: -0.2783 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [05:44:51.422875] Epoch: [62] [2280/2904] eta: 0:07:50 lr: 0.002395 loss: 0.2066 (0.2092) loss_rec_all: 0.2322 (0.2348) loss_rec_sfr: 0.3213 (0.3192) loss_cl: -0.2781 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [05:45:06.342175] Epoch: [62] [2300/2904] eta: 0:07:35 lr: 0.002395 loss: 0.1975 (0.2092) loss_rec_all: 0.2231 (0.2348) loss_rec_sfr: 0.2894 (0.3191) loss_cl: -0.2785 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [05:45:21.260444] Epoch: [62] [2320/2904] eta: 0:07:19 lr: 0.002395 loss: 0.1946 (0.2092) loss_rec_all: 0.2206 (0.2348) loss_rec_sfr: 0.3104 (0.3191) loss_cl: -0.2790 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [05:45:36.180257] Epoch: [62] [2340/2904] eta: 0:07:04 lr: 0.002395 loss: 0.1987 (0.2092) loss_rec_all: 0.2246 (0.2348) loss_rec_sfr: 0.3186 (0.3192) loss_cl: -0.2794 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [05:45:51.097598] Epoch: [62] [2360/2904] eta: 0:06:49 lr: 0.002395 loss: 0.1968 (0.2091) loss_rec_all: 0.2231 (0.2347) loss_rec_sfr: 0.2668 (0.3191) loss_cl: -0.2788 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [05:46:06.015033] Epoch: [62] [2380/2904] eta: 0:06:34 lr: 0.002395 loss: 0.1990 (0.2092) loss_rec_all: 0.2246 (0.2348) loss_rec_sfr: 0.3288 (0.3194) loss_cl: -0.2782 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [05:46:20.931554] Epoch: [62] [2400/2904] eta: 0:06:19 lr: 0.002395 loss: 0.1933 (0.2091) loss_rec_all: 0.2194 (0.2348) loss_rec_sfr: 0.2578 (0.3191) loss_cl: -0.2787 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [05:46:35.851654] Epoch: [62] [2420/2904] eta: 0:06:04 lr: 0.002395 loss: 0.1990 (0.2091) loss_rec_all: 0.2249 (0.2348) loss_rec_sfr: 0.2996 (0.3192) loss_cl: -0.2795 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [05:46:50.772813] Epoch: [62] [2440/2904] eta: 0:05:49 lr: 0.002395 loss: 0.1940 (0.2091) loss_rec_all: 0.2196 (0.2347) loss_rec_sfr: 0.2911 (0.3191) loss_cl: -0.2791 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [05:47:05.695713] Epoch: [62] [2460/2904] eta: 0:05:34 lr: 0.002395 loss: 0.1987 (0.2091) loss_rec_all: 0.2252 (0.2347) loss_rec_sfr: 0.2728 (0.3190) loss_cl: -0.2790 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [05:47:20.614088] Epoch: [62] [2480/2904] eta: 0:05:19 lr: 0.002395 loss: 0.1996 (0.2091) loss_rec_all: 0.2253 (0.2347) loss_rec_sfr: 0.2919 (0.3191) loss_cl: -0.2791 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [05:47:35.529211] Epoch: [62] [2500/2904] eta: 0:05:04 lr: 0.002395 loss: 0.1982 (0.2091) loss_rec_all: 0.2243 (0.2347) loss_rec_sfr: 0.3130 (0.3192) loss_cl: -0.2776 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [05:47:50.440709] Epoch: [62] [2520/2904] eta: 0:04:49 lr: 0.002395 loss: 0.1982 (0.2091) loss_rec_all: 0.2244 (0.2347) loss_rec_sfr: 0.2860 (0.3190) loss_cl: -0.2778 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [05:48:05.354627] Epoch: [62] [2540/2904] eta: 0:04:33 lr: 0.002395 loss: 0.1994 (0.2091) loss_rec_all: 0.2253 (0.2347) loss_rec_sfr: 0.2843 (0.3188) loss_cl: -0.2786 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [05:48:20.273348] Epoch: [62] [2560/2904] eta: 0:04:18 lr: 0.002395 loss: 0.1971 (0.2091) loss_rec_all: 0.2226 (0.2347) loss_rec_sfr: 0.2763 (0.3188) loss_cl: -0.2784 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [05:48:35.190155] Epoch: [62] [2580/2904] eta: 0:04:03 lr: 0.002395 loss: 0.1983 (0.2091) loss_rec_all: 0.2243 (0.2348) loss_rec_sfr: 0.3194 (0.3191) loss_cl: -0.2802 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [05:48:50.106004] Epoch: [62] [2600/2904] eta: 0:03:48 lr: 0.002395 loss: 0.1971 (0.2091) loss_rec_all: 0.2227 (0.2347) loss_rec_sfr: 0.2919 (0.3190) loss_cl: -0.2790 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [05:49:05.024705] Epoch: [62] [2620/2904] eta: 0:03:33 lr: 0.002395 loss: 0.2055 (0.2091) loss_rec_all: 0.2314 (0.2348) loss_rec_sfr: 0.2932 (0.3191) loss_cl: -0.2792 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [05:49:19.940026] Epoch: [62] [2640/2904] eta: 0:03:18 lr: 0.002395 loss: 0.1963 (0.2091) loss_rec_all: 0.2223 (0.2348) loss_rec_sfr: 0.2727 (0.3191) loss_cl: -0.2790 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [05:49:34.859052] Epoch: [62] [2660/2904] eta: 0:03:03 lr: 0.002395 loss: 0.1966 (0.2091) loss_rec_all: 0.2228 (0.2347) loss_rec_sfr: 0.2734 (0.3189) loss_cl: -0.2790 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [05:49:49.779025] Epoch: [62] [2680/2904] eta: 0:02:48 lr: 0.002395 loss: 0.1997 (0.2091) loss_rec_all: 0.2251 (0.2347) loss_rec_sfr: 0.3115 (0.3189) loss_cl: -0.2789 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [05:50:04.691387] Epoch: [62] [2700/2904] eta: 0:02:33 lr: 0.002395 loss: 0.1991 (0.2091) loss_rec_all: 0.2251 (0.2347) loss_rec_sfr: 0.2826 (0.3189) loss_cl: -0.2788 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [05:50:19.604877] Epoch: [62] [2720/2904] eta: 0:02:18 lr: 0.002395 loss: 0.1966 (0.2090) loss_rec_all: 0.2229 (0.2347) loss_rec_sfr: 0.2833 (0.3188) loss_cl: -0.2784 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [05:50:34.520415] Epoch: [62] [2740/2904] eta: 0:02:03 lr: 0.002395 loss: 0.1993 (0.2091) loss_rec_all: 0.2250 (0.2347) loss_rec_sfr: 0.3110 (0.3189) loss_cl: -0.2787 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [05:50:49.438865] Epoch: [62] [2760/2904] eta: 0:01:48 lr: 0.002395 loss: 0.2038 (0.2091) loss_rec_all: 0.2296 (0.2348) loss_rec_sfr: 0.3244 (0.3192) loss_cl: -0.2789 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [05:51:04.357898] Epoch: [62] [2780/2904] eta: 0:01:33 lr: 0.002395 loss: 0.2064 (0.2092) loss_rec_all: 0.2323 (0.2349) loss_rec_sfr: 0.2884 (0.3193) loss_cl: -0.2795 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [05:51:19.279880] Epoch: [62] [2800/2904] eta: 0:01:18 lr: 0.002395 loss: 0.1968 (0.2092) loss_rec_all: 0.2229 (0.2348) loss_rec_sfr: 0.2794 (0.3191) loss_cl: -0.2783 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [05:51:34.199969] Epoch: [62] [2820/2904] eta: 0:01:03 lr: 0.002395 loss: 0.1933 (0.2091) loss_rec_all: 0.2190 (0.2347) loss_rec_sfr: 0.2879 (0.3189) loss_cl: -0.2779 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [05:51:49.145659] Epoch: [62] [2840/2904] eta: 0:00:48 lr: 0.002395 loss: 0.1973 (0.2091) loss_rec_all: 0.2231 (0.2347) loss_rec_sfr: 0.2830 (0.3188) loss_cl: -0.2785 (-0.2787) time: 0.7472 data: 0.0023 max mem: 29860 [05:52:04.049729] Epoch: [62] [2860/2904] eta: 0:00:33 lr: 0.002395 loss: 0.1937 (0.2091) loss_rec_all: 0.2202 (0.2347) loss_rec_sfr: 0.3088 (0.3188) loss_cl: -0.2790 (-0.2787) time: 0.7452 data: 0.0001 max mem: 29860 [05:52:18.947703] Epoch: [62] [2880/2904] eta: 0:00:18 lr: 0.002395 loss: 0.1979 (0.2091) loss_rec_all: 0.2239 (0.2347) loss_rec_sfr: 0.2937 (0.3187) loss_cl: -0.2793 (-0.2787) time: 0.7449 data: 0.0001 max mem: 29860 [05:52:33.853597] Epoch: [62] [2900/2904] eta: 0:00:03 lr: 0.002395 loss: 0.1974 (0.2090) loss_rec_all: 0.2229 (0.2346) loss_rec_sfr: 0.2892 (0.3186) loss_cl: -0.2791 (-0.2787) time: 0.7453 data: 0.0001 max mem: 29860 [05:52:36.096269] Epoch: [62] [2903/2904] eta: 0:00:00 lr: 0.002395 loss: 0.1984 (0.2090) loss_rec_all: 0.2240 (0.2346) loss_rec_sfr: 0.2892 (0.3186) loss_cl: -0.2791 (-0.2787) time: 0.7453 data: 0.0001 max mem: 29860 [05:52:38.091704] Epoch: [62] Total time: 0:36:25 (0.7526 s / it) [05:52:38.109374] Averaged stats: lr: 0.002395 loss: 0.1984 (0.2116) loss_rec_all: 0.2240 (0.2350) loss_rec_sfr: 0.2892 (0.3201) loss_cl: -0.2791 (-0.2554) [05:52:38.114061] log_dir: ./checkpoint/VF2_ViT-B [05:52:53.695987] Epoch: [63] [ 0/2904] eta: 12:34:06 lr: 0.002395 loss: 0.1908 (0.1908) loss_rec_all: 0.2171 (0.2171) loss_rec_sfr: 0.2364 (0.2364) loss_cl: -0.2794 (-0.2794) time: 15.5808 data: 14.1435 max mem: 29860 [05:53:12.190282] Epoch: [63] [ 20/2904] eta: 1:17:59 lr: 0.002395 loss: 0.2011 (0.2150) loss_rec_all: 0.2268 (0.2403) loss_rec_sfr: 0.3258 (0.3536) loss_cl: -0.2780 (-0.2781) time: 0.9247 data: 0.0608 max mem: 29860 [05:53:27.081493] Epoch: [63] [ 40/2904] eta: 0:57:00 lr: 0.002395 loss: 0.1973 (0.2098) loss_rec_all: 0.2235 (0.2353) loss_rec_sfr: 0.2730 (0.3295) loss_cl: -0.2780 (-0.2782) time: 0.7445 data: 0.0002 max mem: 29860 [05:53:41.984429] Epoch: [63] [ 60/2904] eta: 0:49:37 lr: 0.002395 loss: 0.1993 (0.2073) loss_rec_all: 0.2249 (0.2329) loss_rec_sfr: 0.2970 (0.3219) loss_cl: -0.2793 (-0.2785) time: 0.7451 data: 0.0002 max mem: 29860 [05:53:56.902223] Epoch: [63] [ 80/2904] eta: 0:45:46 lr: 0.002395 loss: 0.1992 (0.2085) loss_rec_all: 0.2249 (0.2341) loss_rec_sfr: 0.2777 (0.3200) loss_cl: -0.2793 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [05:54:11.825175] Epoch: [63] [ 100/2904] eta: 0:43:21 lr: 0.002395 loss: 0.1949 (0.2075) loss_rec_all: 0.2205 (0.2332) loss_rec_sfr: 0.2786 (0.3162) loss_cl: -0.2782 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [05:54:26.746336] Epoch: [63] [ 120/2904] eta: 0:41:39 lr: 0.002395 loss: 0.1968 (0.2082) loss_rec_all: 0.2224 (0.2338) loss_rec_sfr: 0.3170 (0.3210) loss_cl: -0.2778 (-0.2784) time: 0.7460 data: 0.0002 max mem: 29860 [05:54:41.667650] Epoch: [63] [ 140/2904] eta: 0:40:21 lr: 0.002395 loss: 0.2014 (0.2083) loss_rec_all: 0.2274 (0.2339) loss_rec_sfr: 0.2847 (0.3196) loss_cl: -0.2787 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [05:54:56.589424] Epoch: [63] [ 160/2904] eta: 0:39:19 lr: 0.002395 loss: 0.2000 (0.2089) loss_rec_all: 0.2262 (0.2345) loss_rec_sfr: 0.2884 (0.3200) loss_cl: -0.2785 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [05:55:11.503528] Epoch: [63] [ 180/2904] eta: 0:38:28 lr: 0.002395 loss: 0.1985 (0.2089) loss_rec_all: 0.2240 (0.2345) loss_rec_sfr: 0.2972 (0.3202) loss_cl: -0.2786 (-0.2785) time: 0.7457 data: 0.0002 max mem: 29860 [05:55:26.426837] Epoch: [63] [ 200/2904] eta: 0:37:44 lr: 0.002395 loss: 0.1946 (0.2086) loss_rec_all: 0.2208 (0.2342) loss_rec_sfr: 0.2827 (0.3188) loss_cl: -0.2786 (-0.2785) time: 0.7461 data: 0.0002 max mem: 29860 [05:55:41.342041] Epoch: [63] [ 220/2904] eta: 0:37:05 lr: 0.002395 loss: 0.2007 (0.2093) loss_rec_all: 0.2262 (0.2349) loss_rec_sfr: 0.3134 (0.3217) loss_cl: -0.2783 (-0.2785) time: 0.7457 data: 0.0002 max mem: 29860 [05:55:56.260964] Epoch: [63] [ 240/2904] eta: 0:36:30 lr: 0.002395 loss: 0.2018 (0.2088) loss_rec_all: 0.2273 (0.2344) loss_rec_sfr: 0.2879 (0.3199) loss_cl: -0.2795 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [05:56:11.179099] Epoch: [63] [ 260/2904] eta: 0:35:58 lr: 0.002395 loss: 0.2012 (0.2088) loss_rec_all: 0.2270 (0.2344) loss_rec_sfr: 0.2867 (0.3190) loss_cl: -0.2792 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [05:56:26.101240] Epoch: [63] [ 280/2904] eta: 0:35:28 lr: 0.002395 loss: 0.1997 (0.2090) loss_rec_all: 0.2252 (0.2347) loss_rec_sfr: 0.2897 (0.3190) loss_cl: -0.2788 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [05:56:41.014632] Epoch: [63] [ 300/2904] eta: 0:35:01 lr: 0.002395 loss: 0.1997 (0.2095) loss_rec_all: 0.2254 (0.2351) loss_rec_sfr: 0.3066 (0.3204) loss_cl: -0.2785 (-0.2786) time: 0.7456 data: 0.0002 max mem: 29860 [05:56:55.935327] Epoch: [63] [ 320/2904] eta: 0:34:35 lr: 0.002395 loss: 0.2000 (0.2089) loss_rec_all: 0.2254 (0.2345) loss_rec_sfr: 0.2947 (0.3191) loss_cl: -0.2788 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [05:57:10.877894] Epoch: [63] [ 340/2904] eta: 0:34:10 lr: 0.002395 loss: 0.2010 (0.2088) loss_rec_all: 0.2267 (0.2345) loss_rec_sfr: 0.3035 (0.3192) loss_cl: -0.2789 (-0.2786) time: 0.7471 data: 0.0002 max mem: 29860 [05:57:25.802252] Epoch: [63] [ 360/2904] eta: 0:33:47 lr: 0.002395 loss: 0.1993 (0.2088) loss_rec_all: 0.2251 (0.2344) loss_rec_sfr: 0.2843 (0.3191) loss_cl: -0.2795 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [05:57:40.723689] Epoch: [63] [ 380/2904] eta: 0:33:24 lr: 0.002395 loss: 0.1962 (0.2083) loss_rec_all: 0.2218 (0.2340) loss_rec_sfr: 0.2869 (0.3179) loss_cl: -0.2790 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [05:57:55.638695] Epoch: [63] [ 400/2904] eta: 0:33:02 lr: 0.002395 loss: 0.1983 (0.2087) loss_rec_all: 0.2238 (0.2343) loss_rec_sfr: 0.3248 (0.3193) loss_cl: -0.2781 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [05:58:10.551534] Epoch: [63] [ 420/2904] eta: 0:32:41 lr: 0.002395 loss: 0.1940 (0.2082) loss_rec_all: 0.2203 (0.2338) loss_rec_sfr: 0.2831 (0.3184) loss_cl: -0.2790 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [05:58:25.466105] Epoch: [63] [ 440/2904] eta: 0:32:20 lr: 0.002395 loss: 0.1991 (0.2084) loss_rec_all: 0.2251 (0.2340) loss_rec_sfr: 0.2863 (0.3184) loss_cl: -0.2791 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [05:58:40.391084] Epoch: [63] [ 460/2904] eta: 0:32:00 lr: 0.002395 loss: 0.2010 (0.2081) loss_rec_all: 0.2265 (0.2338) loss_rec_sfr: 0.3090 (0.3180) loss_cl: -0.2788 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [05:58:55.315745] Epoch: [63] [ 480/2904] eta: 0:31:40 lr: 0.002395 loss: 0.1996 (0.2082) loss_rec_all: 0.2253 (0.2338) loss_rec_sfr: 0.2856 (0.3178) loss_cl: -0.2788 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [05:59:10.237838] Epoch: [63] [ 500/2904] eta: 0:31:21 lr: 0.002394 loss: 0.2004 (0.2083) loss_rec_all: 0.2263 (0.2339) loss_rec_sfr: 0.2770 (0.3178) loss_cl: -0.2790 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [05:59:25.155825] Epoch: [63] [ 520/2904] eta: 0:31:02 lr: 0.002394 loss: 0.1996 (0.2082) loss_rec_all: 0.2252 (0.2339) loss_rec_sfr: 0.2858 (0.3171) loss_cl: -0.2791 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [05:59:40.075436] Epoch: [63] [ 540/2904] eta: 0:30:43 lr: 0.002394 loss: 0.1986 (0.2083) loss_rec_all: 0.2241 (0.2339) loss_rec_sfr: 0.3065 (0.3178) loss_cl: -0.2780 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [05:59:54.999212] Epoch: [63] [ 560/2904] eta: 0:30:25 lr: 0.002394 loss: 0.2026 (0.2085) loss_rec_all: 0.2283 (0.2341) loss_rec_sfr: 0.2829 (0.3182) loss_cl: -0.2785 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [06:00:09.928985] Epoch: [63] [ 580/2904] eta: 0:30:07 lr: 0.002394 loss: 0.1979 (0.2086) loss_rec_all: 0.2239 (0.2343) loss_rec_sfr: 0.2866 (0.3184) loss_cl: -0.2798 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [06:00:24.852071] Epoch: [63] [ 600/2904] eta: 0:29:49 lr: 0.002394 loss: 0.1972 (0.2086) loss_rec_all: 0.2234 (0.2342) loss_rec_sfr: 0.2944 (0.3185) loss_cl: -0.2790 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [06:00:39.765655] Epoch: [63] [ 620/2904] eta: 0:29:31 lr: 0.002394 loss: 0.1986 (0.2085) loss_rec_all: 0.2243 (0.2341) loss_rec_sfr: 0.2889 (0.3180) loss_cl: -0.2783 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [06:00:54.684662] Epoch: [63] [ 640/2904] eta: 0:29:13 lr: 0.002394 loss: 0.2038 (0.2089) loss_rec_all: 0.2293 (0.2345) loss_rec_sfr: 0.3273 (0.3195) loss_cl: -0.2784 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [06:01:09.603424] Epoch: [63] [ 660/2904] eta: 0:28:56 lr: 0.002394 loss: 0.1982 (0.2087) loss_rec_all: 0.2240 (0.2343) loss_rec_sfr: 0.2919 (0.3189) loss_cl: -0.2795 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [06:01:24.521337] Epoch: [63] [ 680/2904] eta: 0:28:39 lr: 0.002394 loss: 0.1989 (0.2086) loss_rec_all: 0.2243 (0.2343) loss_rec_sfr: 0.2977 (0.3187) loss_cl: -0.2786 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [06:01:39.445054] Epoch: [63] [ 700/2904] eta: 0:28:21 lr: 0.002394 loss: 0.2014 (0.2086) loss_rec_all: 0.2269 (0.2343) loss_rec_sfr: 0.3007 (0.3187) loss_cl: -0.2784 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [06:01:54.382475] Epoch: [63] [ 720/2904] eta: 0:28:04 lr: 0.002394 loss: 0.2028 (0.2085) loss_rec_all: 0.2284 (0.2342) loss_rec_sfr: 0.3080 (0.3185) loss_cl: -0.2787 (-0.2787) time: 0.7468 data: 0.0002 max mem: 29860 [06:02:09.300412] Epoch: [63] [ 740/2904] eta: 0:27:47 lr: 0.002394 loss: 0.1953 (0.2083) loss_rec_all: 0.2209 (0.2340) loss_rec_sfr: 0.2843 (0.3177) loss_cl: -0.2786 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [06:02:24.222127] Epoch: [63] [ 760/2904] eta: 0:27:31 lr: 0.002394 loss: 0.2035 (0.2084) loss_rec_all: 0.2292 (0.2341) loss_rec_sfr: 0.2981 (0.3179) loss_cl: -0.2788 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [06:02:39.141829] Epoch: [63] [ 780/2904] eta: 0:27:14 lr: 0.002394 loss: 0.1996 (0.2085) loss_rec_all: 0.2253 (0.2341) loss_rec_sfr: 0.3150 (0.3183) loss_cl: -0.2786 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [06:02:54.061592] Epoch: [63] [ 800/2904] eta: 0:26:57 lr: 0.002394 loss: 0.1992 (0.2084) loss_rec_all: 0.2248 (0.2340) loss_rec_sfr: 0.2763 (0.3179) loss_cl: -0.2792 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [06:03:08.982517] Epoch: [63] [ 820/2904] eta: 0:26:41 lr: 0.002394 loss: 0.1983 (0.2083) loss_rec_all: 0.2244 (0.2340) loss_rec_sfr: 0.2943 (0.3179) loss_cl: -0.2794 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [06:03:23.902441] Epoch: [63] [ 840/2904] eta: 0:26:24 lr: 0.002394 loss: 0.2039 (0.2085) loss_rec_all: 0.2298 (0.2341) loss_rec_sfr: 0.2919 (0.3182) loss_cl: -0.2783 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [06:03:38.824109] Epoch: [63] [ 860/2904] eta: 0:26:08 lr: 0.002394 loss: 0.1996 (0.2088) loss_rec_all: 0.2252 (0.2344) loss_rec_sfr: 0.2889 (0.3191) loss_cl: -0.2787 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [06:03:53.743629] Epoch: [63] [ 880/2904] eta: 0:25:52 lr: 0.002394 loss: 0.1991 (0.2090) loss_rec_all: 0.2251 (0.2346) loss_rec_sfr: 0.3126 (0.3199) loss_cl: -0.2782 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [06:04:08.659117] Epoch: [63] [ 900/2904] eta: 0:25:35 lr: 0.002394 loss: 0.1977 (0.2090) loss_rec_all: 0.2239 (0.2346) loss_rec_sfr: 0.2613 (0.3194) loss_cl: -0.2783 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [06:04:23.568656] Epoch: [63] [ 920/2904] eta: 0:25:19 lr: 0.002394 loss: 0.1995 (0.2089) loss_rec_all: 0.2255 (0.2345) loss_rec_sfr: 0.2860 (0.3191) loss_cl: -0.2782 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [06:04:38.484071] Epoch: [63] [ 940/2904] eta: 0:25:03 lr: 0.002394 loss: 0.2035 (0.2091) loss_rec_all: 0.2290 (0.2348) loss_rec_sfr: 0.3068 (0.3196) loss_cl: -0.2795 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [06:04:53.400275] Epoch: [63] [ 960/2904] eta: 0:24:47 lr: 0.002394 loss: 0.2011 (0.2093) loss_rec_all: 0.2271 (0.2349) loss_rec_sfr: 0.2864 (0.3202) loss_cl: -0.2796 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [06:05:08.321151] Epoch: [63] [ 980/2904] eta: 0:24:31 lr: 0.002394 loss: 0.2009 (0.2093) loss_rec_all: 0.2265 (0.2349) loss_rec_sfr: 0.2880 (0.3201) loss_cl: -0.2797 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [06:05:23.242559] Epoch: [63] [1000/2904] eta: 0:24:15 lr: 0.002394 loss: 0.1990 (0.2092) loss_rec_all: 0.2249 (0.2349) loss_rec_sfr: 0.2837 (0.3198) loss_cl: -0.2786 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [06:05:38.164346] Epoch: [63] [1020/2904] eta: 0:23:59 lr: 0.002394 loss: 0.1944 (0.2092) loss_rec_all: 0.2203 (0.2348) loss_rec_sfr: 0.3111 (0.3199) loss_cl: -0.2774 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [06:05:53.087616] Epoch: [63] [1040/2904] eta: 0:23:43 lr: 0.002394 loss: 0.1993 (0.2093) loss_rec_all: 0.2253 (0.2349) loss_rec_sfr: 0.2875 (0.3199) loss_cl: -0.2785 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [06:06:08.009804] Epoch: [63] [1060/2904] eta: 0:23:27 lr: 0.002394 loss: 0.2001 (0.2092) loss_rec_all: 0.2259 (0.2348) loss_rec_sfr: 0.2728 (0.3194) loss_cl: -0.2785 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [06:06:22.926075] Epoch: [63] [1080/2904] eta: 0:23:11 lr: 0.002394 loss: 0.1958 (0.2092) loss_rec_all: 0.2216 (0.2348) loss_rec_sfr: 0.3024 (0.3194) loss_cl: -0.2795 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [06:06:37.844873] Epoch: [63] [1100/2904] eta: 0:22:55 lr: 0.002394 loss: 0.2006 (0.2091) loss_rec_all: 0.2268 (0.2348) loss_rec_sfr: 0.2855 (0.3193) loss_cl: -0.2799 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [06:06:52.768617] Epoch: [63] [1120/2904] eta: 0:22:40 lr: 0.002394 loss: 0.1970 (0.2090) loss_rec_all: 0.2225 (0.2346) loss_rec_sfr: 0.2851 (0.3188) loss_cl: -0.2786 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [06:07:07.690760] Epoch: [63] [1140/2904] eta: 0:22:24 lr: 0.002394 loss: 0.1962 (0.2088) loss_rec_all: 0.2224 (0.2345) loss_rec_sfr: 0.2996 (0.3183) loss_cl: -0.2776 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [06:07:22.620075] Epoch: [63] [1160/2904] eta: 0:22:08 lr: 0.002394 loss: 0.2033 (0.2091) loss_rec_all: 0.2294 (0.2347) loss_rec_sfr: 0.3180 (0.3189) loss_cl: -0.2785 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [06:07:37.536171] Epoch: [63] [1180/2904] eta: 0:21:52 lr: 0.002394 loss: 0.1984 (0.2090) loss_rec_all: 0.2238 (0.2347) loss_rec_sfr: 0.3104 (0.3191) loss_cl: -0.2793 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [06:07:52.465507] Epoch: [63] [1200/2904] eta: 0:21:37 lr: 0.002394 loss: 0.2037 (0.2090) loss_rec_all: 0.2291 (0.2347) loss_rec_sfr: 0.2867 (0.3190) loss_cl: -0.2796 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [06:08:07.392886] Epoch: [63] [1220/2904] eta: 0:21:21 lr: 0.002394 loss: 0.1988 (0.2091) loss_rec_all: 0.2246 (0.2347) loss_rec_sfr: 0.3119 (0.3191) loss_cl: -0.2782 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [06:08:22.313116] Epoch: [63] [1240/2904] eta: 0:21:05 lr: 0.002394 loss: 0.2000 (0.2092) loss_rec_all: 0.2262 (0.2348) loss_rec_sfr: 0.3099 (0.3194) loss_cl: -0.2785 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [06:08:37.239608] Epoch: [63] [1260/2904] eta: 0:20:50 lr: 0.002394 loss: 0.1946 (0.2090) loss_rec_all: 0.2207 (0.2347) loss_rec_sfr: 0.2816 (0.3190) loss_cl: -0.2793 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [06:08:52.159420] Epoch: [63] [1280/2904] eta: 0:20:34 lr: 0.002394 loss: 0.2002 (0.2091) loss_rec_all: 0.2261 (0.2347) loss_rec_sfr: 0.3121 (0.3193) loss_cl: -0.2785 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [06:09:07.076795] Epoch: [63] [1300/2904] eta: 0:20:19 lr: 0.002394 loss: 0.2031 (0.2091) loss_rec_all: 0.2287 (0.2347) loss_rec_sfr: 0.2903 (0.3192) loss_cl: -0.2782 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [06:09:21.995831] Epoch: [63] [1320/2904] eta: 0:20:03 lr: 0.002394 loss: 0.1979 (0.2091) loss_rec_all: 0.2237 (0.2347) loss_rec_sfr: 0.2990 (0.3192) loss_cl: -0.2790 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [06:09:36.918679] Epoch: [63] [1340/2904] eta: 0:19:48 lr: 0.002394 loss: 0.1957 (0.2092) loss_rec_all: 0.2214 (0.2348) loss_rec_sfr: 0.3125 (0.3194) loss_cl: -0.2791 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [06:09:51.836144] Epoch: [63] [1360/2904] eta: 0:19:32 lr: 0.002394 loss: 0.2003 (0.2093) loss_rec_all: 0.2259 (0.2349) loss_rec_sfr: 0.3039 (0.3197) loss_cl: -0.2786 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [06:10:06.753768] Epoch: [63] [1380/2904] eta: 0:19:17 lr: 0.002394 loss: 0.1979 (0.2092) loss_rec_all: 0.2238 (0.2348) loss_rec_sfr: 0.2805 (0.3193) loss_cl: -0.2783 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [06:10:21.665150] Epoch: [63] [1400/2904] eta: 0:19:01 lr: 0.002394 loss: 0.1971 (0.2092) loss_rec_all: 0.2233 (0.2348) loss_rec_sfr: 0.2954 (0.3194) loss_cl: -0.2786 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [06:10:36.575600] Epoch: [63] [1420/2904] eta: 0:18:46 lr: 0.002394 loss: 0.2024 (0.2093) loss_rec_all: 0.2284 (0.2349) loss_rec_sfr: 0.3104 (0.3197) loss_cl: -0.2779 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [06:10:51.497082] Epoch: [63] [1440/2904] eta: 0:18:30 lr: 0.002394 loss: 0.2000 (0.2093) loss_rec_all: 0.2257 (0.2349) loss_rec_sfr: 0.3005 (0.3199) loss_cl: -0.2785 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [06:11:06.414787] Epoch: [63] [1460/2904] eta: 0:18:15 lr: 0.002394 loss: 0.1982 (0.2092) loss_rec_all: 0.2237 (0.2348) loss_rec_sfr: 0.3097 (0.3196) loss_cl: -0.2796 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [06:11:21.331464] Epoch: [63] [1480/2904] eta: 0:17:59 lr: 0.002394 loss: 0.2006 (0.2093) loss_rec_all: 0.2261 (0.2349) loss_rec_sfr: 0.3102 (0.3199) loss_cl: -0.2796 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [06:11:36.250107] Epoch: [63] [1500/2904] eta: 0:17:44 lr: 0.002394 loss: 0.1956 (0.2092) loss_rec_all: 0.2218 (0.2348) loss_rec_sfr: 0.2762 (0.3197) loss_cl: -0.2798 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [06:11:51.167557] Epoch: [63] [1520/2904] eta: 0:17:29 lr: 0.002394 loss: 0.1963 (0.2092) loss_rec_all: 0.2224 (0.2348) loss_rec_sfr: 0.3195 (0.3200) loss_cl: -0.2791 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [06:12:06.087779] Epoch: [63] [1540/2904] eta: 0:17:13 lr: 0.002394 loss: 0.1997 (0.2092) loss_rec_all: 0.2253 (0.2348) loss_rec_sfr: 0.2854 (0.3198) loss_cl: -0.2785 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [06:12:21.007455] Epoch: [63] [1560/2904] eta: 0:16:58 lr: 0.002394 loss: 0.2009 (0.2092) loss_rec_all: 0.2268 (0.2349) loss_rec_sfr: 0.2894 (0.3200) loss_cl: -0.2779 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [06:12:35.926223] Epoch: [63] [1580/2904] eta: 0:16:43 lr: 0.002394 loss: 0.1953 (0.2092) loss_rec_all: 0.2213 (0.2348) loss_rec_sfr: 0.2836 (0.3199) loss_cl: -0.2791 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [06:12:50.851137] Epoch: [63] [1600/2904] eta: 0:16:27 lr: 0.002394 loss: 0.2030 (0.2092) loss_rec_all: 0.2288 (0.2349) loss_rec_sfr: 0.3062 (0.3201) loss_cl: -0.2789 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [06:13:05.771894] Epoch: [63] [1620/2904] eta: 0:16:12 lr: 0.002394 loss: 0.2000 (0.2092) loss_rec_all: 0.2261 (0.2349) loss_rec_sfr: 0.2846 (0.3199) loss_cl: -0.2789 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [06:13:20.690096] Epoch: [63] [1640/2904] eta: 0:15:57 lr: 0.002394 loss: 0.1968 (0.2091) loss_rec_all: 0.2231 (0.2348) loss_rec_sfr: 0.2799 (0.3196) loss_cl: -0.2800 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [06:13:35.608889] Epoch: [63] [1660/2904] eta: 0:15:41 lr: 0.002394 loss: 0.1950 (0.2091) loss_rec_all: 0.2212 (0.2347) loss_rec_sfr: 0.2861 (0.3195) loss_cl: -0.2792 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [06:13:50.527734] Epoch: [63] [1680/2904] eta: 0:15:26 lr: 0.002394 loss: 0.1983 (0.2090) loss_rec_all: 0.2245 (0.2347) loss_rec_sfr: 0.2814 (0.3191) loss_cl: -0.2784 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [06:14:05.447647] Epoch: [63] [1700/2904] eta: 0:15:11 lr: 0.002394 loss: 0.2013 (0.2091) loss_rec_all: 0.2272 (0.2348) loss_rec_sfr: 0.3180 (0.3195) loss_cl: -0.2778 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [06:14:20.369988] Epoch: [63] [1720/2904] eta: 0:14:55 lr: 0.002394 loss: 0.2025 (0.2092) loss_rec_all: 0.2285 (0.2349) loss_rec_sfr: 0.2857 (0.3197) loss_cl: -0.2787 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [06:14:35.290400] Epoch: [63] [1740/2904] eta: 0:14:40 lr: 0.002394 loss: 0.1979 (0.2092) loss_rec_all: 0.2240 (0.2348) loss_rec_sfr: 0.2976 (0.3196) loss_cl: -0.2787 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [06:14:50.207793] Epoch: [63] [1760/2904] eta: 0:14:25 lr: 0.002394 loss: 0.2008 (0.2093) loss_rec_all: 0.2270 (0.2349) loss_rec_sfr: 0.2953 (0.3198) loss_cl: -0.2797 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [06:15:05.125831] Epoch: [63] [1780/2904] eta: 0:14:10 lr: 0.002394 loss: 0.2039 (0.2093) loss_rec_all: 0.2300 (0.2349) loss_rec_sfr: 0.2974 (0.3197) loss_cl: -0.2789 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [06:15:20.048812] Epoch: [63] [1800/2904] eta: 0:13:54 lr: 0.002394 loss: 0.1969 (0.2093) loss_rec_all: 0.2226 (0.2349) loss_rec_sfr: 0.2895 (0.3196) loss_cl: -0.2789 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [06:15:34.963066] Epoch: [63] [1820/2904] eta: 0:13:39 lr: 0.002394 loss: 0.1954 (0.2092) loss_rec_all: 0.2217 (0.2348) loss_rec_sfr: 0.2786 (0.3193) loss_cl: -0.2781 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [06:15:49.873779] Epoch: [63] [1840/2904] eta: 0:13:24 lr: 0.002394 loss: 0.1999 (0.2092) loss_rec_all: 0.2255 (0.2348) loss_rec_sfr: 0.2802 (0.3192) loss_cl: -0.2781 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [06:16:04.787573] Epoch: [63] [1860/2904] eta: 0:13:09 lr: 0.002394 loss: 0.2000 (0.2092) loss_rec_all: 0.2261 (0.2349) loss_rec_sfr: 0.2961 (0.3194) loss_cl: -0.2795 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [06:16:19.709806] Epoch: [63] [1880/2904] eta: 0:12:53 lr: 0.002394 loss: 0.1990 (0.2093) loss_rec_all: 0.2246 (0.2349) loss_rec_sfr: 0.3155 (0.3196) loss_cl: -0.2794 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [06:16:34.631779] Epoch: [63] [1900/2904] eta: 0:12:38 lr: 0.002394 loss: 0.1954 (0.2092) loss_rec_all: 0.2211 (0.2349) loss_rec_sfr: 0.2744 (0.3195) loss_cl: -0.2779 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [06:16:49.553336] Epoch: [63] [1920/2904] eta: 0:12:23 lr: 0.002394 loss: 0.2004 (0.2092) loss_rec_all: 0.2259 (0.2348) loss_rec_sfr: 0.2978 (0.3194) loss_cl: -0.2787 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [06:17:04.475330] Epoch: [63] [1940/2904] eta: 0:12:08 lr: 0.002394 loss: 0.2030 (0.2093) loss_rec_all: 0.2285 (0.2349) loss_rec_sfr: 0.3165 (0.3196) loss_cl: -0.2788 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [06:17:19.394660] Epoch: [63] [1960/2904] eta: 0:11:53 lr: 0.002394 loss: 0.2010 (0.2093) loss_rec_all: 0.2267 (0.2349) loss_rec_sfr: 0.2929 (0.3196) loss_cl: -0.2794 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [06:17:34.317780] Epoch: [63] [1980/2904] eta: 0:11:37 lr: 0.002394 loss: 0.1974 (0.2093) loss_rec_all: 0.2233 (0.2349) loss_rec_sfr: 0.3111 (0.3197) loss_cl: -0.2797 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [06:17:49.233353] Epoch: [63] [2000/2904] eta: 0:11:22 lr: 0.002394 loss: 0.1990 (0.2092) loss_rec_all: 0.2246 (0.2349) loss_rec_sfr: 0.2876 (0.3195) loss_cl: -0.2793 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [06:18:04.150742] Epoch: [63] [2020/2904] eta: 0:11:07 lr: 0.002394 loss: 0.1987 (0.2092) loss_rec_all: 0.2247 (0.2348) loss_rec_sfr: 0.2812 (0.3194) loss_cl: -0.2787 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [06:18:19.071622] Epoch: [63] [2040/2904] eta: 0:10:52 lr: 0.002394 loss: 0.1980 (0.2092) loss_rec_all: 0.2235 (0.2348) loss_rec_sfr: 0.2922 (0.3194) loss_cl: -0.2780 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [06:18:33.991216] Epoch: [63] [2060/2904] eta: 0:10:37 lr: 0.002394 loss: 0.1991 (0.2091) loss_rec_all: 0.2246 (0.2348) loss_rec_sfr: 0.3210 (0.3195) loss_cl: -0.2787 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [06:18:48.914217] Epoch: [63] [2080/2904] eta: 0:10:21 lr: 0.002394 loss: 0.1975 (0.2091) loss_rec_all: 0.2237 (0.2347) loss_rec_sfr: 0.3096 (0.3193) loss_cl: -0.2797 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [06:19:03.832583] Epoch: [63] [2100/2904] eta: 0:10:06 lr: 0.002394 loss: 0.1965 (0.2090) loss_rec_all: 0.2226 (0.2347) loss_rec_sfr: 0.3105 (0.3193) loss_cl: -0.2790 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [06:19:18.754359] Epoch: [63] [2120/2904] eta: 0:09:51 lr: 0.002394 loss: 0.1974 (0.2091) loss_rec_all: 0.2237 (0.2347) loss_rec_sfr: 0.2845 (0.3193) loss_cl: -0.2783 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [06:19:33.675514] Epoch: [63] [2140/2904] eta: 0:09:36 lr: 0.002394 loss: 0.1972 (0.2091) loss_rec_all: 0.2235 (0.2347) loss_rec_sfr: 0.3007 (0.3194) loss_cl: -0.2782 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [06:19:48.595868] Epoch: [63] [2160/2904] eta: 0:09:21 lr: 0.002394 loss: 0.2000 (0.2092) loss_rec_all: 0.2254 (0.2348) loss_rec_sfr: 0.3171 (0.3197) loss_cl: -0.2780 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [06:20:03.519106] Epoch: [63] [2180/2904] eta: 0:09:06 lr: 0.002394 loss: 0.1999 (0.2092) loss_rec_all: 0.2256 (0.2348) loss_rec_sfr: 0.2974 (0.3196) loss_cl: -0.2787 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [06:20:18.448131] Epoch: [63] [2200/2904] eta: 0:08:51 lr: 0.002394 loss: 0.2009 (0.2092) loss_rec_all: 0.2271 (0.2348) loss_rec_sfr: 0.2884 (0.3197) loss_cl: -0.2789 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [06:20:33.373791] Epoch: [63] [2220/2904] eta: 0:08:35 lr: 0.002394 loss: 0.1990 (0.2091) loss_rec_all: 0.2251 (0.2348) loss_rec_sfr: 0.2738 (0.3195) loss_cl: -0.2796 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [06:20:48.298738] Epoch: [63] [2240/2904] eta: 0:08:20 lr: 0.002394 loss: 0.1988 (0.2091) loss_rec_all: 0.2247 (0.2348) loss_rec_sfr: 0.2876 (0.3195) loss_cl: -0.2786 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [06:21:03.218695] Epoch: [63] [2260/2904] eta: 0:08:05 lr: 0.002394 loss: 0.1998 (0.2091) loss_rec_all: 0.2254 (0.2348) loss_rec_sfr: 0.2886 (0.3194) loss_cl: -0.2785 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [06:21:18.138827] Epoch: [63] [2280/2904] eta: 0:07:50 lr: 0.002394 loss: 0.1992 (0.2091) loss_rec_all: 0.2253 (0.2348) loss_rec_sfr: 0.2873 (0.3194) loss_cl: -0.2779 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [06:21:33.054475] Epoch: [63] [2300/2904] eta: 0:07:35 lr: 0.002394 loss: 0.1932 (0.2090) loss_rec_all: 0.2191 (0.2347) loss_rec_sfr: 0.2742 (0.3191) loss_cl: -0.2790 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [06:21:47.975591] Epoch: [63] [2320/2904] eta: 0:07:20 lr: 0.002394 loss: 0.1998 (0.2091) loss_rec_all: 0.2259 (0.2347) loss_rec_sfr: 0.2878 (0.3191) loss_cl: -0.2784 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [06:22:02.888115] Epoch: [63] [2340/2904] eta: 0:07:05 lr: 0.002394 loss: 0.1990 (0.2090) loss_rec_all: 0.2250 (0.2347) loss_rec_sfr: 0.2962 (0.3190) loss_cl: -0.2780 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [06:22:17.802943] Epoch: [63] [2360/2904] eta: 0:06:50 lr: 0.002394 loss: 0.1996 (0.2090) loss_rec_all: 0.2253 (0.2346) loss_rec_sfr: 0.3011 (0.3189) loss_cl: -0.2787 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [06:22:32.724626] Epoch: [63] [2380/2904] eta: 0:06:34 lr: 0.002394 loss: 0.1988 (0.2090) loss_rec_all: 0.2246 (0.2346) loss_rec_sfr: 0.2780 (0.3188) loss_cl: -0.2796 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [06:22:47.643775] Epoch: [63] [2400/2904] eta: 0:06:19 lr: 0.002394 loss: 0.2032 (0.2090) loss_rec_all: 0.2293 (0.2346) loss_rec_sfr: 0.2820 (0.3188) loss_cl: -0.2795 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [06:23:02.558763] Epoch: [63] [2420/2904] eta: 0:06:04 lr: 0.002394 loss: 0.2007 (0.2090) loss_rec_all: 0.2267 (0.2347) loss_rec_sfr: 0.2953 (0.3189) loss_cl: -0.2795 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [06:23:17.478717] Epoch: [63] [2440/2904] eta: 0:05:49 lr: 0.002394 loss: 0.2011 (0.2090) loss_rec_all: 0.2272 (0.2346) loss_rec_sfr: 0.2908 (0.3188) loss_cl: -0.2782 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [06:23:32.393495] Epoch: [63] [2460/2904] eta: 0:05:34 lr: 0.002394 loss: 0.1963 (0.2090) loss_rec_all: 0.2223 (0.2346) loss_rec_sfr: 0.2997 (0.3187) loss_cl: -0.2783 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [06:23:47.302522] Epoch: [63] [2480/2904] eta: 0:05:19 lr: 0.002394 loss: 0.2020 (0.2090) loss_rec_all: 0.2276 (0.2346) loss_rec_sfr: 0.3125 (0.3190) loss_cl: -0.2787 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [06:24:02.214276] Epoch: [63] [2500/2904] eta: 0:05:04 lr: 0.002394 loss: 0.2006 (0.2090) loss_rec_all: 0.2267 (0.2347) loss_rec_sfr: 0.3022 (0.3191) loss_cl: -0.2799 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [06:24:17.129288] Epoch: [63] [2520/2904] eta: 0:04:49 lr: 0.002394 loss: 0.1976 (0.2091) loss_rec_all: 0.2235 (0.2347) loss_rec_sfr: 0.2876 (0.3191) loss_cl: -0.2788 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [06:24:32.047731] Epoch: [63] [2540/2904] eta: 0:04:34 lr: 0.002394 loss: 0.1971 (0.2090) loss_rec_all: 0.2232 (0.2347) loss_rec_sfr: 0.2868 (0.3190) loss_cl: -0.2785 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [06:24:46.968013] Epoch: [63] [2560/2904] eta: 0:04:19 lr: 0.002394 loss: 0.1998 (0.2090) loss_rec_all: 0.2252 (0.2347) loss_rec_sfr: 0.3072 (0.3191) loss_cl: -0.2787 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [06:25:01.885763] Epoch: [63] [2580/2904] eta: 0:04:03 lr: 0.002394 loss: 0.2047 (0.2092) loss_rec_all: 0.2306 (0.2348) loss_rec_sfr: 0.3086 (0.3193) loss_cl: -0.2790 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [06:25:16.804429] Epoch: [63] [2600/2904] eta: 0:03:48 lr: 0.002394 loss: 0.1961 (0.2092) loss_rec_all: 0.2217 (0.2348) loss_rec_sfr: 0.2836 (0.3194) loss_cl: -0.2783 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [06:25:31.724851] Epoch: [63] [2620/2904] eta: 0:03:33 lr: 0.002394 loss: 0.2006 (0.2092) loss_rec_all: 0.2260 (0.2349) loss_rec_sfr: 0.3200 (0.3196) loss_cl: -0.2783 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [06:25:46.646786] Epoch: [63] [2640/2904] eta: 0:03:18 lr: 0.002394 loss: 0.1955 (0.2092) loss_rec_all: 0.2216 (0.2348) loss_rec_sfr: 0.2698 (0.3194) loss_cl: -0.2782 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [06:26:01.567692] Epoch: [63] [2660/2904] eta: 0:03:03 lr: 0.002394 loss: 0.1983 (0.2092) loss_rec_all: 0.2240 (0.2348) loss_rec_sfr: 0.3040 (0.3195) loss_cl: -0.2790 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [06:26:16.489114] Epoch: [63] [2680/2904] eta: 0:02:48 lr: 0.002394 loss: 0.2003 (0.2093) loss_rec_all: 0.2263 (0.2349) loss_rec_sfr: 0.3130 (0.3198) loss_cl: -0.2800 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [06:26:31.407233] Epoch: [63] [2700/2904] eta: 0:02:33 lr: 0.002394 loss: 0.2007 (0.2093) loss_rec_all: 0.2264 (0.2349) loss_rec_sfr: 0.2854 (0.3199) loss_cl: -0.2795 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [06:26:46.325033] Epoch: [63] [2720/2904] eta: 0:02:18 lr: 0.002394 loss: 0.1979 (0.2093) loss_rec_all: 0.2242 (0.2349) loss_rec_sfr: 0.3172 (0.3200) loss_cl: -0.2785 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [06:27:01.240550] Epoch: [63] [2740/2904] eta: 0:02:03 lr: 0.002394 loss: 0.1990 (0.2093) loss_rec_all: 0.2247 (0.2349) loss_rec_sfr: 0.3018 (0.3199) loss_cl: -0.2779 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [06:27:16.156006] Epoch: [63] [2760/2904] eta: 0:01:48 lr: 0.002394 loss: 0.2006 (0.2093) loss_rec_all: 0.2263 (0.2349) loss_rec_sfr: 0.3227 (0.3201) loss_cl: -0.2786 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [06:27:31.072895] Epoch: [63] [2780/2904] eta: 0:01:33 lr: 0.002394 loss: 0.1980 (0.2093) loss_rec_all: 0.2240 (0.2350) loss_rec_sfr: 0.3088 (0.3202) loss_cl: -0.2788 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [06:27:45.987072] Epoch: [63] [2800/2904] eta: 0:01:18 lr: 0.002394 loss: 0.1977 (0.2093) loss_rec_all: 0.2238 (0.2350) loss_rec_sfr: 0.2839 (0.3202) loss_cl: -0.2789 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [06:28:00.903569] Epoch: [63] [2820/2904] eta: 0:01:03 lr: 0.002394 loss: 0.1986 (0.2094) loss_rec_all: 0.2243 (0.2350) loss_rec_sfr: 0.2890 (0.3203) loss_cl: -0.2781 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [06:28:15.859718] Epoch: [63] [2840/2904] eta: 0:00:48 lr: 0.002394 loss: 0.2021 (0.2094) loss_rec_all: 0.2281 (0.2351) loss_rec_sfr: 0.3165 (0.3205) loss_cl: -0.2794 (-0.2787) time: 0.7478 data: 0.0023 max mem: 29860 [06:28:30.767779] Epoch: [63] [2860/2904] eta: 0:00:33 lr: 0.002394 loss: 0.1976 (0.2094) loss_rec_all: 0.2233 (0.2350) loss_rec_sfr: 0.2921 (0.3204) loss_cl: -0.2785 (-0.2787) time: 0.7454 data: 0.0001 max mem: 29860 [06:28:45.672896] Epoch: [63] [2880/2904] eta: 0:00:18 lr: 0.002394 loss: 0.1987 (0.2094) loss_rec_all: 0.2247 (0.2350) loss_rec_sfr: 0.2889 (0.3202) loss_cl: -0.2786 (-0.2787) time: 0.7452 data: 0.0001 max mem: 29860 [06:29:00.575803] Epoch: [63] [2900/2904] eta: 0:00:03 lr: 0.002394 loss: 0.1998 (0.2093) loss_rec_all: 0.2256 (0.2350) loss_rec_sfr: 0.2921 (0.3202) loss_cl: -0.2798 (-0.2787) time: 0.7451 data: 0.0001 max mem: 29860 [06:29:02.819393] Epoch: [63] [2903/2904] eta: 0:00:00 lr: 0.002394 loss: 0.2020 (0.2093) loss_rec_all: 0.2278 (0.2350) loss_rec_sfr: 0.2900 (0.3201) loss_cl: -0.2801 (-0.2787) time: 0.7451 data: 0.0001 max mem: 29860 [06:29:04.874191] Epoch: [63] Total time: 0:36:26 (0.7530 s / it) [06:29:04.880795] Averaged stats: lr: 0.002394 loss: 0.2020 (0.2115) loss_rec_all: 0.2278 (0.2348) loss_rec_sfr: 0.2900 (0.3200) loss_cl: -0.2801 (-0.2554) [06:29:04.885454] log_dir: ./checkpoint/VF2_ViT-B [06:29:23.497124] Epoch: [64] [ 0/2904] eta: 15:00:45 lr: 0.002394 loss: 0.2011 (0.2011) loss_rec_all: 0.2272 (0.2272) loss_rec_sfr: 0.2733 (0.2733) loss_cl: -0.2794 (-0.2794) time: 18.6108 data: 15.9952 max mem: 29860 [06:29:38.557518] Epoch: [64] [ 20/2904] eta: 1:17:04 lr: 0.002394 loss: 0.1974 (0.2028) loss_rec_all: 0.2231 (0.2286) loss_rec_sfr: 0.2901 (0.2964) loss_cl: -0.2788 (-0.2788) time: 0.7530 data: 0.0002 max mem: 29860 [06:29:53.442878] Epoch: [64] [ 40/2904] eta: 0:56:31 lr: 0.002394 loss: 0.1970 (0.2067) loss_rec_all: 0.2223 (0.2323) loss_rec_sfr: 0.3073 (0.3137) loss_cl: -0.2780 (-0.2783) time: 0.7442 data: 0.0002 max mem: 29860 [06:30:08.332909] Epoch: [64] [ 60/2904] eta: 0:49:17 lr: 0.002394 loss: 0.1988 (0.2098) loss_rec_all: 0.2245 (0.2353) loss_rec_sfr: 0.3278 (0.3283) loss_cl: -0.2776 (-0.2781) time: 0.7445 data: 0.0002 max mem: 29860 [06:30:23.225675] Epoch: [64] [ 80/2904] eta: 0:45:31 lr: 0.002394 loss: 0.1993 (0.2107) loss_rec_all: 0.2252 (0.2362) loss_rec_sfr: 0.3022 (0.3297) loss_cl: -0.2789 (-0.2783) time: 0.7446 data: 0.0002 max mem: 29860 [06:30:38.138077] Epoch: [64] [ 100/2904] eta: 0:43:08 lr: 0.002394 loss: 0.2022 (0.2124) loss_rec_all: 0.2281 (0.2379) loss_rec_sfr: 0.2961 (0.3325) loss_cl: -0.2789 (-0.2784) time: 0.7456 data: 0.0002 max mem: 29860 [06:30:53.063821] Epoch: [64] [ 120/2904] eta: 0:41:28 lr: 0.002394 loss: 0.2001 (0.2115) loss_rec_all: 0.2257 (0.2370) loss_rec_sfr: 0.3198 (0.3309) loss_cl: -0.2792 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [06:31:07.984726] Epoch: [64] [ 140/2904] eta: 0:40:12 lr: 0.002394 loss: 0.1999 (0.2113) loss_rec_all: 0.2256 (0.2369) loss_rec_sfr: 0.2905 (0.3298) loss_cl: -0.2780 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [06:31:22.898348] Epoch: [64] [ 160/2904] eta: 0:39:12 lr: 0.002394 loss: 0.2002 (0.2112) loss_rec_all: 0.2258 (0.2367) loss_rec_sfr: 0.3104 (0.3299) loss_cl: -0.2782 (-0.2785) time: 0.7456 data: 0.0002 max mem: 29860 [06:31:37.830135] Epoch: [64] [ 180/2904] eta: 0:38:21 lr: 0.002394 loss: 0.1966 (0.2110) loss_rec_all: 0.2224 (0.2366) loss_rec_sfr: 0.2763 (0.3286) loss_cl: -0.2778 (-0.2784) time: 0.7465 data: 0.0002 max mem: 29860 [06:31:52.758110] Epoch: [64] [ 200/2904] eta: 0:37:38 lr: 0.002394 loss: 0.1960 (0.2105) loss_rec_all: 0.2216 (0.2361) loss_rec_sfr: 0.3028 (0.3271) loss_cl: -0.2791 (-0.2785) time: 0.7463 data: 0.0002 max mem: 29860 [06:32:07.684818] Epoch: [64] [ 220/2904] eta: 0:36:59 lr: 0.002394 loss: 0.1985 (0.2107) loss_rec_all: 0.2242 (0.2362) loss_rec_sfr: 0.3083 (0.3272) loss_cl: -0.2792 (-0.2785) time: 0.7463 data: 0.0003 max mem: 29860 [06:32:22.608489] Epoch: [64] [ 240/2904] eta: 0:36:25 lr: 0.002394 loss: 0.1950 (0.2102) loss_rec_all: 0.2208 (0.2358) loss_rec_sfr: 0.3037 (0.3266) loss_cl: -0.2795 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [06:32:37.542199] Epoch: [64] [ 260/2904] eta: 0:35:54 lr: 0.002394 loss: 0.2014 (0.2103) loss_rec_all: 0.2274 (0.2359) loss_rec_sfr: 0.3060 (0.3272) loss_cl: -0.2786 (-0.2786) time: 0.7466 data: 0.0002 max mem: 29860 [06:32:52.472835] Epoch: [64] [ 280/2904] eta: 0:35:25 lr: 0.002394 loss: 0.1991 (0.2104) loss_rec_all: 0.2252 (0.2360) loss_rec_sfr: 0.2897 (0.3271) loss_cl: -0.2788 (-0.2786) time: 0.7465 data: 0.0002 max mem: 29860 [06:33:07.403944] Epoch: [64] [ 300/2904] eta: 0:34:57 lr: 0.002394 loss: 0.2040 (0.2105) loss_rec_all: 0.2299 (0.2361) loss_rec_sfr: 0.2932 (0.3271) loss_cl: -0.2782 (-0.2786) time: 0.7465 data: 0.0003 max mem: 29860 [06:33:22.334279] Epoch: [64] [ 320/2904] eta: 0:34:32 lr: 0.002394 loss: 0.1961 (0.2102) loss_rec_all: 0.2216 (0.2358) loss_rec_sfr: 0.3136 (0.3270) loss_cl: -0.2782 (-0.2786) time: 0.7465 data: 0.0002 max mem: 29860 [06:33:37.284079] Epoch: [64] [ 340/2904] eta: 0:34:08 lr: 0.002394 loss: 0.1978 (0.2102) loss_rec_all: 0.2236 (0.2358) loss_rec_sfr: 0.2889 (0.3267) loss_cl: -0.2784 (-0.2786) time: 0.7475 data: 0.0002 max mem: 29860 [06:33:52.214655] Epoch: [64] [ 360/2904] eta: 0:33:44 lr: 0.002394 loss: 0.1961 (0.2100) loss_rec_all: 0.2219 (0.2356) loss_rec_sfr: 0.3092 (0.3262) loss_cl: -0.2793 (-0.2786) time: 0.7465 data: 0.0002 max mem: 29860 [06:34:07.151927] Epoch: [64] [ 380/2904] eta: 0:33:22 lr: 0.002394 loss: 0.2034 (0.2102) loss_rec_all: 0.2296 (0.2358) loss_rec_sfr: 0.2891 (0.3263) loss_cl: -0.2790 (-0.2786) time: 0.7468 data: 0.0002 max mem: 29860 [06:34:22.080242] Epoch: [64] [ 400/2904] eta: 0:33:00 lr: 0.002394 loss: 0.2006 (0.2105) loss_rec_all: 0.2265 (0.2360) loss_rec_sfr: 0.3082 (0.3269) loss_cl: -0.2785 (-0.2786) time: 0.7464 data: 0.0002 max mem: 29860 [06:34:37.008409] Epoch: [64] [ 420/2904] eta: 0:32:39 lr: 0.002394 loss: 0.1955 (0.2101) loss_rec_all: 0.2215 (0.2356) loss_rec_sfr: 0.3069 (0.3260) loss_cl: -0.2783 (-0.2786) time: 0.7464 data: 0.0002 max mem: 29860 [06:34:51.939732] Epoch: [64] [ 440/2904] eta: 0:32:18 lr: 0.002394 loss: 0.2013 (0.2101) loss_rec_all: 0.2268 (0.2356) loss_rec_sfr: 0.3022 (0.3259) loss_cl: -0.2791 (-0.2786) time: 0.7465 data: 0.0002 max mem: 29860 [06:35:06.867718] Epoch: [64] [ 460/2904] eta: 0:31:58 lr: 0.002394 loss: 0.2009 (0.2101) loss_rec_all: 0.2266 (0.2357) loss_rec_sfr: 0.3036 (0.3261) loss_cl: -0.2788 (-0.2786) time: 0.7464 data: 0.0002 max mem: 29860 [06:35:21.801112] Epoch: [64] [ 480/2904] eta: 0:31:39 lr: 0.002394 loss: 0.1982 (0.2102) loss_rec_all: 0.2244 (0.2358) loss_rec_sfr: 0.2823 (0.3257) loss_cl: -0.2789 (-0.2786) time: 0.7466 data: 0.0002 max mem: 29860 [06:35:36.738851] Epoch: [64] [ 500/2904] eta: 0:31:20 lr: 0.002394 loss: 0.1972 (0.2099) loss_rec_all: 0.2234 (0.2355) loss_rec_sfr: 0.3133 (0.3252) loss_cl: -0.2791 (-0.2787) time: 0.7468 data: 0.0002 max mem: 29860 [06:35:51.664663] Epoch: [64] [ 520/2904] eta: 0:31:01 lr: 0.002394 loss: 0.2069 (0.2102) loss_rec_all: 0.2323 (0.2358) loss_rec_sfr: 0.2871 (0.3256) loss_cl: -0.2788 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [06:36:06.591807] Epoch: [64] [ 540/2904] eta: 0:30:42 lr: 0.002394 loss: 0.1946 (0.2098) loss_rec_all: 0.2203 (0.2354) loss_rec_sfr: 0.2804 (0.3245) loss_cl: -0.2791 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [06:36:21.517667] Epoch: [64] [ 560/2904] eta: 0:30:24 lr: 0.002394 loss: 0.1968 (0.2098) loss_rec_all: 0.2228 (0.2354) loss_rec_sfr: 0.2985 (0.3246) loss_cl: -0.2791 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [06:36:36.444853] Epoch: [64] [ 580/2904] eta: 0:30:06 lr: 0.002394 loss: 0.1949 (0.2097) loss_rec_all: 0.2210 (0.2353) loss_rec_sfr: 0.2816 (0.3241) loss_cl: -0.2794 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [06:36:51.369225] Epoch: [64] [ 600/2904] eta: 0:29:48 lr: 0.002394 loss: 0.1968 (0.2098) loss_rec_all: 0.2230 (0.2354) loss_rec_sfr: 0.2802 (0.3240) loss_cl: -0.2786 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [06:37:06.303237] Epoch: [64] [ 620/2904] eta: 0:29:30 lr: 0.002394 loss: 0.1982 (0.2096) loss_rec_all: 0.2242 (0.2352) loss_rec_sfr: 0.2800 (0.3229) loss_cl: -0.2784 (-0.2787) time: 0.7467 data: 0.0002 max mem: 29860 [06:37:21.237791] Epoch: [64] [ 640/2904] eta: 0:29:13 lr: 0.002394 loss: 0.1999 (0.2095) loss_rec_all: 0.2254 (0.2351) loss_rec_sfr: 0.2835 (0.3225) loss_cl: -0.2779 (-0.2786) time: 0.7467 data: 0.0002 max mem: 29860 [06:37:36.160161] Epoch: [64] [ 660/2904] eta: 0:28:55 lr: 0.002394 loss: 0.1995 (0.2096) loss_rec_all: 0.2252 (0.2352) loss_rec_sfr: 0.2922 (0.3225) loss_cl: -0.2793 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [06:37:51.086659] Epoch: [64] [ 680/2904] eta: 0:28:38 lr: 0.002394 loss: 0.2018 (0.2097) loss_rec_all: 0.2280 (0.2353) loss_rec_sfr: 0.2911 (0.3229) loss_cl: -0.2785 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [06:38:06.014493] Epoch: [64] [ 700/2904] eta: 0:28:21 lr: 0.002394 loss: 0.1949 (0.2096) loss_rec_all: 0.2211 (0.2352) loss_rec_sfr: 0.2742 (0.3223) loss_cl: -0.2790 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [06:38:20.942361] Epoch: [64] [ 720/2904] eta: 0:28:04 lr: 0.002394 loss: 0.1975 (0.2094) loss_rec_all: 0.2232 (0.2350) loss_rec_sfr: 0.2836 (0.3216) loss_cl: -0.2788 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [06:38:35.871731] Epoch: [64] [ 740/2904] eta: 0:27:47 lr: 0.002394 loss: 0.2043 (0.2095) loss_rec_all: 0.2301 (0.2351) loss_rec_sfr: 0.3169 (0.3219) loss_cl: -0.2783 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [06:38:50.796775] Epoch: [64] [ 760/2904] eta: 0:27:30 lr: 0.002394 loss: 0.2029 (0.2094) loss_rec_all: 0.2284 (0.2350) loss_rec_sfr: 0.2902 (0.3216) loss_cl: -0.2786 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [06:39:05.728470] Epoch: [64] [ 780/2904] eta: 0:27:13 lr: 0.002394 loss: 0.2049 (0.2095) loss_rec_all: 0.2307 (0.2352) loss_rec_sfr: 0.3037 (0.3220) loss_cl: -0.2791 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [06:39:20.651298] Epoch: [64] [ 800/2904] eta: 0:26:57 lr: 0.002394 loss: 0.2049 (0.2101) loss_rec_all: 0.2309 (0.2357) loss_rec_sfr: 0.3467 (0.3237) loss_cl: -0.2789 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [06:39:35.577206] Epoch: [64] [ 820/2904] eta: 0:26:40 lr: 0.002394 loss: 0.2002 (0.2100) loss_rec_all: 0.2258 (0.2356) loss_rec_sfr: 0.3102 (0.3237) loss_cl: -0.2785 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [06:39:50.510289] Epoch: [64] [ 840/2904] eta: 0:26:24 lr: 0.002394 loss: 0.2067 (0.2101) loss_rec_all: 0.2326 (0.2357) loss_rec_sfr: 0.2875 (0.3238) loss_cl: -0.2782 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [06:40:05.435278] Epoch: [64] [ 860/2904] eta: 0:26:08 lr: 0.002394 loss: 0.1979 (0.2099) loss_rec_all: 0.2236 (0.2355) loss_rec_sfr: 0.2974 (0.3231) loss_cl: -0.2791 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [06:40:20.378370] Epoch: [64] [ 880/2904] eta: 0:25:51 lr: 0.002394 loss: 0.1939 (0.2097) loss_rec_all: 0.2198 (0.2353) loss_rec_sfr: 0.2665 (0.3224) loss_cl: -0.2791 (-0.2787) time: 0.7471 data: 0.0002 max mem: 29860 [06:40:35.311602] Epoch: [64] [ 900/2904] eta: 0:25:35 lr: 0.002394 loss: 0.2000 (0.2098) loss_rec_all: 0.2258 (0.2354) loss_rec_sfr: 0.3059 (0.3225) loss_cl: -0.2784 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [06:40:50.239740] Epoch: [64] [ 920/2904] eta: 0:25:19 lr: 0.002394 loss: 0.1978 (0.2097) loss_rec_all: 0.2237 (0.2353) loss_rec_sfr: 0.2820 (0.3221) loss_cl: -0.2788 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [06:41:05.174113] Epoch: [64] [ 940/2904] eta: 0:25:03 lr: 0.002394 loss: 0.2006 (0.2097) loss_rec_all: 0.2263 (0.2353) loss_rec_sfr: 0.2949 (0.3222) loss_cl: -0.2786 (-0.2787) time: 0.7467 data: 0.0002 max mem: 29860 [06:41:20.100013] Epoch: [64] [ 960/2904] eta: 0:24:47 lr: 0.002394 loss: 0.1991 (0.2098) loss_rec_all: 0.2251 (0.2354) loss_rec_sfr: 0.3116 (0.3225) loss_cl: -0.2790 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [06:41:35.030888] Epoch: [64] [ 980/2904] eta: 0:24:31 lr: 0.002394 loss: 0.1979 (0.2098) loss_rec_all: 0.2239 (0.2354) loss_rec_sfr: 0.2870 (0.3222) loss_cl: -0.2790 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [06:41:49.955675] Epoch: [64] [1000/2904] eta: 0:24:15 lr: 0.002394 loss: 0.2025 (0.2097) loss_rec_all: 0.2280 (0.2353) loss_rec_sfr: 0.2900 (0.3219) loss_cl: -0.2786 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [06:42:04.890962] Epoch: [64] [1020/2904] eta: 0:23:59 lr: 0.002394 loss: 0.1984 (0.2098) loss_rec_all: 0.2243 (0.2354) loss_rec_sfr: 0.2989 (0.3220) loss_cl: -0.2784 (-0.2787) time: 0.7467 data: 0.0002 max mem: 29860 [06:42:19.816844] Epoch: [64] [1040/2904] eta: 0:23:43 lr: 0.002394 loss: 0.1992 (0.2098) loss_rec_all: 0.2255 (0.2354) loss_rec_sfr: 0.2734 (0.3219) loss_cl: -0.2787 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [06:42:34.745280] Epoch: [64] [1060/2904] eta: 0:23:27 lr: 0.002394 loss: 0.2012 (0.2099) loss_rec_all: 0.2268 (0.2355) loss_rec_sfr: 0.3030 (0.3221) loss_cl: -0.2788 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [06:42:49.684698] Epoch: [64] [1080/2904] eta: 0:23:11 lr: 0.002394 loss: 0.1992 (0.2097) loss_rec_all: 0.2247 (0.2353) loss_rec_sfr: 0.2873 (0.3216) loss_cl: -0.2790 (-0.2787) time: 0.7469 data: 0.0002 max mem: 29860 [06:43:04.615650] Epoch: [64] [1100/2904] eta: 0:22:55 lr: 0.002394 loss: 0.1967 (0.2096) loss_rec_all: 0.2224 (0.2352) loss_rec_sfr: 0.2991 (0.3213) loss_cl: -0.2787 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [06:43:19.542555] Epoch: [64] [1120/2904] eta: 0:22:40 lr: 0.002394 loss: 0.1961 (0.2096) loss_rec_all: 0.2216 (0.2352) loss_rec_sfr: 0.3128 (0.3215) loss_cl: -0.2787 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [06:43:34.474911] Epoch: [64] [1140/2904] eta: 0:22:24 lr: 0.002394 loss: 0.2019 (0.2096) loss_rec_all: 0.2275 (0.2352) loss_rec_sfr: 0.2986 (0.3216) loss_cl: -0.2783 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [06:43:49.403450] Epoch: [64] [1160/2904] eta: 0:22:08 lr: 0.002394 loss: 0.1975 (0.2095) loss_rec_all: 0.2232 (0.2351) loss_rec_sfr: 0.3152 (0.3214) loss_cl: -0.2787 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [06:44:04.337496] Epoch: [64] [1180/2904] eta: 0:21:52 lr: 0.002394 loss: 0.2047 (0.2096) loss_rec_all: 0.2302 (0.2352) loss_rec_sfr: 0.3119 (0.3218) loss_cl: -0.2792 (-0.2787) time: 0.7467 data: 0.0002 max mem: 29860 [06:44:19.278165] Epoch: [64] [1200/2904] eta: 0:21:37 lr: 0.002394 loss: 0.2017 (0.2098) loss_rec_all: 0.2277 (0.2354) loss_rec_sfr: 0.3135 (0.3224) loss_cl: -0.2798 (-0.2787) time: 0.7470 data: 0.0002 max mem: 29860 [06:44:34.218761] Epoch: [64] [1220/2904] eta: 0:21:21 lr: 0.002394 loss: 0.1979 (0.2098) loss_rec_all: 0.2240 (0.2354) loss_rec_sfr: 0.2933 (0.3223) loss_cl: -0.2788 (-0.2787) time: 0.7470 data: 0.0002 max mem: 29860 [06:44:49.148145] Epoch: [64] [1240/2904] eta: 0:21:06 lr: 0.002394 loss: 0.1975 (0.2098) loss_rec_all: 0.2232 (0.2354) loss_rec_sfr: 0.3072 (0.3223) loss_cl: -0.2792 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [06:45:04.078639] Epoch: [64] [1260/2904] eta: 0:20:50 lr: 0.002394 loss: 0.1955 (0.2096) loss_rec_all: 0.2211 (0.2353) loss_rec_sfr: 0.2865 (0.3220) loss_cl: -0.2780 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [06:45:19.021231] Epoch: [64] [1280/2904] eta: 0:20:34 lr: 0.002394 loss: 0.1973 (0.2095) loss_rec_all: 0.2230 (0.2351) loss_rec_sfr: 0.2791 (0.3216) loss_cl: -0.2784 (-0.2787) time: 0.7471 data: 0.0002 max mem: 29860 [06:45:33.960253] Epoch: [64] [1300/2904] eta: 0:20:19 lr: 0.002394 loss: 0.1994 (0.2096) loss_rec_all: 0.2255 (0.2352) loss_rec_sfr: 0.2803 (0.3218) loss_cl: -0.2788 (-0.2787) time: 0.7469 data: 0.0002 max mem: 29860 [06:45:48.890291] Epoch: [64] [1320/2904] eta: 0:20:03 lr: 0.002394 loss: 0.1975 (0.2097) loss_rec_all: 0.2231 (0.2353) loss_rec_sfr: 0.3118 (0.3220) loss_cl: -0.2785 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [06:46:03.814825] Epoch: [64] [1340/2904] eta: 0:19:48 lr: 0.002394 loss: 0.1979 (0.2096) loss_rec_all: 0.2235 (0.2352) loss_rec_sfr: 0.2826 (0.3216) loss_cl: -0.2788 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [06:46:18.750524] Epoch: [64] [1360/2904] eta: 0:19:32 lr: 0.002394 loss: 0.2024 (0.2096) loss_rec_all: 0.2282 (0.2352) loss_rec_sfr: 0.2767 (0.3215) loss_cl: -0.2795 (-0.2787) time: 0.7467 data: 0.0002 max mem: 29860 [06:46:33.677642] Epoch: [64] [1380/2904] eta: 0:19:17 lr: 0.002394 loss: 0.1973 (0.2095) loss_rec_all: 0.2234 (0.2351) loss_rec_sfr: 0.2641 (0.3210) loss_cl: -0.2792 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [06:46:48.619136] Epoch: [64] [1400/2904] eta: 0:19:01 lr: 0.002394 loss: 0.2039 (0.2095) loss_rec_all: 0.2297 (0.2351) loss_rec_sfr: 0.2870 (0.3210) loss_cl: -0.2784 (-0.2787) time: 0.7470 data: 0.0002 max mem: 29860 [06:47:03.550321] Epoch: [64] [1420/2904] eta: 0:18:46 lr: 0.002394 loss: 0.2010 (0.2096) loss_rec_all: 0.2267 (0.2352) loss_rec_sfr: 0.3190 (0.3212) loss_cl: -0.2784 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [06:47:18.485371] Epoch: [64] [1440/2904] eta: 0:18:30 lr: 0.002394 loss: 0.1979 (0.2095) loss_rec_all: 0.2234 (0.2351) loss_rec_sfr: 0.2877 (0.3209) loss_cl: -0.2787 (-0.2787) time: 0.7467 data: 0.0002 max mem: 29860 [06:47:33.409768] Epoch: [64] [1460/2904] eta: 0:18:15 lr: 0.002394 loss: 0.1971 (0.2095) loss_rec_all: 0.2228 (0.2351) loss_rec_sfr: 0.2673 (0.3207) loss_cl: -0.2788 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [06:47:48.345536] Epoch: [64] [1480/2904] eta: 0:18:00 lr: 0.002394 loss: 0.1946 (0.2094) loss_rec_all: 0.2207 (0.2351) loss_rec_sfr: 0.2881 (0.3205) loss_cl: -0.2796 (-0.2787) time: 0.7467 data: 0.0002 max mem: 29860 [06:48:03.276888] Epoch: [64] [1500/2904] eta: 0:17:44 lr: 0.002394 loss: 0.1967 (0.2095) loss_rec_all: 0.2229 (0.2352) loss_rec_sfr: 0.3138 (0.3208) loss_cl: -0.2789 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [06:48:18.205312] Epoch: [64] [1520/2904] eta: 0:17:29 lr: 0.002394 loss: 0.1966 (0.2095) loss_rec_all: 0.2221 (0.2351) loss_rec_sfr: 0.2819 (0.3204) loss_cl: -0.2780 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [06:48:33.139840] Epoch: [64] [1540/2904] eta: 0:17:14 lr: 0.002394 loss: 0.1991 (0.2094) loss_rec_all: 0.2253 (0.2351) loss_rec_sfr: 0.2882 (0.3203) loss_cl: -0.2788 (-0.2787) time: 0.7467 data: 0.0002 max mem: 29860 [06:48:48.071464] Epoch: [64] [1560/2904] eta: 0:16:58 lr: 0.002394 loss: 0.1990 (0.2094) loss_rec_all: 0.2250 (0.2351) loss_rec_sfr: 0.2743 (0.3202) loss_cl: -0.2778 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [06:49:03.008147] Epoch: [64] [1580/2904] eta: 0:16:43 lr: 0.002394 loss: 0.1972 (0.2093) loss_rec_all: 0.2233 (0.2350) loss_rec_sfr: 0.2784 (0.3198) loss_cl: -0.2794 (-0.2787) time: 0.7468 data: 0.0002 max mem: 29860 [06:49:17.937629] Epoch: [64] [1600/2904] eta: 0:16:27 lr: 0.002394 loss: 0.2005 (0.2094) loss_rec_all: 0.2267 (0.2350) loss_rec_sfr: 0.3021 (0.3200) loss_cl: -0.2798 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [06:49:32.870535] Epoch: [64] [1620/2904] eta: 0:16:12 lr: 0.002394 loss: 0.1993 (0.2094) loss_rec_all: 0.2250 (0.2350) loss_rec_sfr: 0.2894 (0.3199) loss_cl: -0.2790 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [06:49:47.796372] Epoch: [64] [1640/2904] eta: 0:15:57 lr: 0.002394 loss: 0.1972 (0.2094) loss_rec_all: 0.2230 (0.2350) loss_rec_sfr: 0.3017 (0.3199) loss_cl: -0.2788 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [06:50:02.720706] Epoch: [64] [1660/2904] eta: 0:15:41 lr: 0.002394 loss: 0.2035 (0.2094) loss_rec_all: 0.2291 (0.2351) loss_rec_sfr: 0.3071 (0.3202) loss_cl: -0.2785 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [06:50:17.647013] Epoch: [64] [1680/2904] eta: 0:15:26 lr: 0.002394 loss: 0.1988 (0.2094) loss_rec_all: 0.2245 (0.2350) loss_rec_sfr: 0.3126 (0.3201) loss_cl: -0.2785 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [06:50:32.576596] Epoch: [64] [1700/2904] eta: 0:15:11 lr: 0.002394 loss: 0.1995 (0.2093) loss_rec_all: 0.2252 (0.2349) loss_rec_sfr: 0.3139 (0.3200) loss_cl: -0.2788 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [06:50:47.506143] Epoch: [64] [1720/2904] eta: 0:14:56 lr: 0.002394 loss: 0.1986 (0.2093) loss_rec_all: 0.2243 (0.2349) loss_rec_sfr: 0.2927 (0.3200) loss_cl: -0.2787 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [06:51:02.443825] Epoch: [64] [1740/2904] eta: 0:14:40 lr: 0.002394 loss: 0.1945 (0.2093) loss_rec_all: 0.2207 (0.2349) loss_rec_sfr: 0.2846 (0.3199) loss_cl: -0.2793 (-0.2787) time: 0.7468 data: 0.0002 max mem: 29860 [06:51:17.377634] Epoch: [64] [1760/2904] eta: 0:14:25 lr: 0.002394 loss: 0.1986 (0.2093) loss_rec_all: 0.2243 (0.2350) loss_rec_sfr: 0.2992 (0.3201) loss_cl: -0.2793 (-0.2787) time: 0.7467 data: 0.0002 max mem: 29860 [06:51:32.305251] Epoch: [64] [1780/2904] eta: 0:14:10 lr: 0.002394 loss: 0.1983 (0.2093) loss_rec_all: 0.2239 (0.2349) loss_rec_sfr: 0.3020 (0.3200) loss_cl: -0.2791 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [06:51:47.223071] Epoch: [64] [1800/2904] eta: 0:13:55 lr: 0.002394 loss: 0.1998 (0.2093) loss_rec_all: 0.2256 (0.2349) loss_rec_sfr: 0.2817 (0.3200) loss_cl: -0.2788 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [06:52:02.142685] Epoch: [64] [1820/2904] eta: 0:13:39 lr: 0.002394 loss: 0.2048 (0.2094) loss_rec_all: 0.2307 (0.2350) loss_rec_sfr: 0.3168 (0.3202) loss_cl: -0.2784 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [06:52:17.064217] Epoch: [64] [1840/2904] eta: 0:13:24 lr: 0.002394 loss: 0.2001 (0.2094) loss_rec_all: 0.2262 (0.2350) loss_rec_sfr: 0.2996 (0.3203) loss_cl: -0.2782 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [06:52:31.989010] Epoch: [64] [1860/2904] eta: 0:13:09 lr: 0.002394 loss: 0.2062 (0.2095) loss_rec_all: 0.2318 (0.2351) loss_rec_sfr: 0.2977 (0.3204) loss_cl: -0.2793 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [06:52:46.915484] Epoch: [64] [1880/2904] eta: 0:12:54 lr: 0.002394 loss: 0.1974 (0.2094) loss_rec_all: 0.2236 (0.2351) loss_rec_sfr: 0.2908 (0.3203) loss_cl: -0.2788 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [06:53:01.839790] Epoch: [64] [1900/2904] eta: 0:12:38 lr: 0.002394 loss: 0.1973 (0.2094) loss_rec_all: 0.2230 (0.2351) loss_rec_sfr: 0.2848 (0.3203) loss_cl: -0.2792 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [06:53:16.769865] Epoch: [64] [1920/2904] eta: 0:12:23 lr: 0.002394 loss: 0.2008 (0.2095) loss_rec_all: 0.2265 (0.2351) loss_rec_sfr: 0.2862 (0.3203) loss_cl: -0.2784 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [06:53:31.695955] Epoch: [64] [1940/2904] eta: 0:12:08 lr: 0.002394 loss: 0.1973 (0.2094) loss_rec_all: 0.2230 (0.2350) loss_rec_sfr: 0.2750 (0.3201) loss_cl: -0.2787 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [06:53:46.621340] Epoch: [64] [1960/2904] eta: 0:11:53 lr: 0.002394 loss: 0.1977 (0.2095) loss_rec_all: 0.2238 (0.2351) loss_rec_sfr: 0.2981 (0.3202) loss_cl: -0.2784 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [06:54:01.542548] Epoch: [64] [1980/2904] eta: 0:11:38 lr: 0.002394 loss: 0.1980 (0.2095) loss_rec_all: 0.2236 (0.2351) loss_rec_sfr: 0.3128 (0.3202) loss_cl: -0.2781 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [06:54:16.464853] Epoch: [64] [2000/2904] eta: 0:11:22 lr: 0.002394 loss: 0.1955 (0.2094) loss_rec_all: 0.2216 (0.2350) loss_rec_sfr: 0.3012 (0.3201) loss_cl: -0.2793 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [06:54:31.387232] Epoch: [64] [2020/2904] eta: 0:11:07 lr: 0.002394 loss: 0.1941 (0.2092) loss_rec_all: 0.2203 (0.2349) loss_rec_sfr: 0.2965 (0.3197) loss_cl: -0.2803 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [06:54:46.312670] Epoch: [64] [2040/2904] eta: 0:10:52 lr: 0.002394 loss: 0.1962 (0.2092) loss_rec_all: 0.2223 (0.2349) loss_rec_sfr: 0.2848 (0.3198) loss_cl: -0.2795 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [06:55:01.242957] Epoch: [64] [2060/2904] eta: 0:10:37 lr: 0.002394 loss: 0.1969 (0.2092) loss_rec_all: 0.2230 (0.2348) loss_rec_sfr: 0.2979 (0.3196) loss_cl: -0.2790 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [06:55:16.172086] Epoch: [64] [2080/2904] eta: 0:10:22 lr: 0.002394 loss: 0.1999 (0.2091) loss_rec_all: 0.2261 (0.2348) loss_rec_sfr: 0.2858 (0.3195) loss_cl: -0.2783 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [06:55:31.103189] Epoch: [64] [2100/2904] eta: 0:10:06 lr: 0.002394 loss: 0.2012 (0.2093) loss_rec_all: 0.2272 (0.2349) loss_rec_sfr: 0.3151 (0.3198) loss_cl: -0.2783 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [06:55:46.034937] Epoch: [64] [2120/2904] eta: 0:09:51 lr: 0.002394 loss: 0.1969 (0.2093) loss_rec_all: 0.2225 (0.2349) loss_rec_sfr: 0.3124 (0.3200) loss_cl: -0.2786 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [06:56:00.953062] Epoch: [64] [2140/2904] eta: 0:09:36 lr: 0.002394 loss: 0.1998 (0.2092) loss_rec_all: 0.2255 (0.2348) loss_rec_sfr: 0.2831 (0.3198) loss_cl: -0.2777 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [06:56:15.878223] Epoch: [64] [2160/2904] eta: 0:09:21 lr: 0.002394 loss: 0.1993 (0.2092) loss_rec_all: 0.2248 (0.2349) loss_rec_sfr: 0.3073 (0.3199) loss_cl: -0.2781 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [06:56:30.803964] Epoch: [64] [2180/2904] eta: 0:09:06 lr: 0.002394 loss: 0.1976 (0.2092) loss_rec_all: 0.2240 (0.2348) loss_rec_sfr: 0.2933 (0.3199) loss_cl: -0.2784 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [06:56:45.725028] Epoch: [64] [2200/2904] eta: 0:08:51 lr: 0.002394 loss: 0.1963 (0.2092) loss_rec_all: 0.2223 (0.2349) loss_rec_sfr: 0.2814 (0.3199) loss_cl: -0.2784 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [06:57:00.646440] Epoch: [64] [2220/2904] eta: 0:08:36 lr: 0.002394 loss: 0.1972 (0.2091) loss_rec_all: 0.2231 (0.2347) loss_rec_sfr: 0.2664 (0.3194) loss_cl: -0.2788 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [06:57:15.563815] Epoch: [64] [2240/2904] eta: 0:08:20 lr: 0.002394 loss: 0.1996 (0.2092) loss_rec_all: 0.2253 (0.2348) loss_rec_sfr: 0.3252 (0.3198) loss_cl: -0.2788 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [06:57:30.484743] Epoch: [64] [2260/2904] eta: 0:08:05 lr: 0.002394 loss: 0.1999 (0.2093) loss_rec_all: 0.2260 (0.2349) loss_rec_sfr: 0.3112 (0.3202) loss_cl: -0.2788 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [06:57:45.414434] Epoch: [64] [2280/2904] eta: 0:07:50 lr: 0.002394 loss: 0.1983 (0.2093) loss_rec_all: 0.2245 (0.2350) loss_rec_sfr: 0.2888 (0.3202) loss_cl: -0.2788 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [06:58:00.345085] Epoch: [64] [2300/2904] eta: 0:07:35 lr: 0.002394 loss: 0.2019 (0.2093) loss_rec_all: 0.2281 (0.2349) loss_rec_sfr: 0.2869 (0.3200) loss_cl: -0.2785 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [06:58:15.270680] Epoch: [64] [2320/2904] eta: 0:07:20 lr: 0.002394 loss: 0.2005 (0.2093) loss_rec_all: 0.2261 (0.2349) loss_rec_sfr: 0.2871 (0.3199) loss_cl: -0.2787 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [06:58:30.191992] Epoch: [64] [2340/2904] eta: 0:07:05 lr: 0.002394 loss: 0.1996 (0.2093) loss_rec_all: 0.2251 (0.2349) loss_rec_sfr: 0.3140 (0.3200) loss_cl: -0.2785 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [06:58:45.115833] Epoch: [64] [2360/2904] eta: 0:06:50 lr: 0.002394 loss: 0.2007 (0.2093) loss_rec_all: 0.2262 (0.2349) loss_rec_sfr: 0.2948 (0.3200) loss_cl: -0.2786 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [06:59:00.041889] Epoch: [64] [2380/2904] eta: 0:06:35 lr: 0.002394 loss: 0.1963 (0.2092) loss_rec_all: 0.2221 (0.2349) loss_rec_sfr: 0.3052 (0.3199) loss_cl: -0.2793 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [06:59:14.968565] Epoch: [64] [2400/2904] eta: 0:06:19 lr: 0.002394 loss: 0.1999 (0.2093) loss_rec_all: 0.2260 (0.2349) loss_rec_sfr: 0.2854 (0.3199) loss_cl: -0.2789 (-0.2787) time: 0.7463 data: 0.0003 max mem: 29860 [06:59:29.902396] Epoch: [64] [2420/2904] eta: 0:06:04 lr: 0.002394 loss: 0.1954 (0.2092) loss_rec_all: 0.2210 (0.2349) loss_rec_sfr: 0.2765 (0.3198) loss_cl: -0.2779 (-0.2787) time: 0.7467 data: 0.0002 max mem: 29860 [06:59:44.840252] Epoch: [64] [2440/2904] eta: 0:05:49 lr: 0.002394 loss: 0.2063 (0.2093) loss_rec_all: 0.2319 (0.2349) loss_rec_sfr: 0.2902 (0.3199) loss_cl: -0.2793 (-0.2787) time: 0.7469 data: 0.0002 max mem: 29860 [06:59:59.770779] Epoch: [64] [2460/2904] eta: 0:05:34 lr: 0.002394 loss: 0.2011 (0.2094) loss_rec_all: 0.2268 (0.2350) loss_rec_sfr: 0.3229 (0.3201) loss_cl: -0.2793 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [07:00:14.710668] Epoch: [64] [2480/2904] eta: 0:05:19 lr: 0.002394 loss: 0.1974 (0.2093) loss_rec_all: 0.2231 (0.2349) loss_rec_sfr: 0.3101 (0.3200) loss_cl: -0.2790 (-0.2787) time: 0.7470 data: 0.0002 max mem: 29860 [07:00:29.640154] Epoch: [64] [2500/2904] eta: 0:05:04 lr: 0.002394 loss: 0.1990 (0.2093) loss_rec_all: 0.2245 (0.2349) loss_rec_sfr: 0.2757 (0.3199) loss_cl: -0.2782 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [07:00:44.576818] Epoch: [64] [2520/2904] eta: 0:04:49 lr: 0.002394 loss: 0.1978 (0.2092) loss_rec_all: 0.2237 (0.2349) loss_rec_sfr: 0.2918 (0.3198) loss_cl: -0.2788 (-0.2787) time: 0.7468 data: 0.0002 max mem: 29860 [07:00:59.506849] Epoch: [64] [2540/2904] eta: 0:04:34 lr: 0.002394 loss: 0.1957 (0.2092) loss_rec_all: 0.2220 (0.2348) loss_rec_sfr: 0.2767 (0.3196) loss_cl: -0.2795 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [07:01:14.439428] Epoch: [64] [2560/2904] eta: 0:04:19 lr: 0.002394 loss: 0.1948 (0.2091) loss_rec_all: 0.2210 (0.2348) loss_rec_sfr: 0.3172 (0.3196) loss_cl: -0.2792 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [07:01:29.372557] Epoch: [64] [2580/2904] eta: 0:04:04 lr: 0.002394 loss: 0.1967 (0.2091) loss_rec_all: 0.2229 (0.2348) loss_rec_sfr: 0.2833 (0.3195) loss_cl: -0.2792 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [07:01:44.304059] Epoch: [64] [2600/2904] eta: 0:03:49 lr: 0.002394 loss: 0.1974 (0.2091) loss_rec_all: 0.2233 (0.2347) loss_rec_sfr: 0.2944 (0.3194) loss_cl: -0.2791 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [07:01:59.237961] Epoch: [64] [2620/2904] eta: 0:03:33 lr: 0.002394 loss: 0.1975 (0.2091) loss_rec_all: 0.2231 (0.2347) loss_rec_sfr: 0.2801 (0.3194) loss_cl: -0.2785 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [07:02:14.168989] Epoch: [64] [2640/2904] eta: 0:03:18 lr: 0.002394 loss: 0.1964 (0.2091) loss_rec_all: 0.2221 (0.2347) loss_rec_sfr: 0.3154 (0.3195) loss_cl: -0.2788 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [07:02:29.102100] Epoch: [64] [2660/2904] eta: 0:03:03 lr: 0.002394 loss: 0.2020 (0.2091) loss_rec_all: 0.2275 (0.2347) loss_rec_sfr: 0.3242 (0.3196) loss_cl: -0.2785 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [07:02:44.041844] Epoch: [64] [2680/2904] eta: 0:02:48 lr: 0.002394 loss: 0.2001 (0.2092) loss_rec_all: 0.2258 (0.2348) loss_rec_sfr: 0.3045 (0.3198) loss_cl: -0.2794 (-0.2787) time: 0.7469 data: 0.0002 max mem: 29860 [07:02:58.977588] Epoch: [64] [2700/2904] eta: 0:02:33 lr: 0.002394 loss: 0.2017 (0.2091) loss_rec_all: 0.2277 (0.2347) loss_rec_sfr: 0.2839 (0.3196) loss_cl: -0.2790 (-0.2787) time: 0.7468 data: 0.0002 max mem: 29860 [07:03:13.919317] Epoch: [64] [2720/2904] eta: 0:02:18 lr: 0.002394 loss: 0.1979 (0.2091) loss_rec_all: 0.2242 (0.2347) loss_rec_sfr: 0.2694 (0.3195) loss_cl: -0.2790 (-0.2787) time: 0.7470 data: 0.0002 max mem: 29860 [07:03:28.856227] Epoch: [64] [2740/2904] eta: 0:02:03 lr: 0.002394 loss: 0.1953 (0.2091) loss_rec_all: 0.2211 (0.2347) loss_rec_sfr: 0.2886 (0.3194) loss_cl: -0.2798 (-0.2787) time: 0.7468 data: 0.0002 max mem: 29860 [07:03:43.787844] Epoch: [64] [2760/2904] eta: 0:01:48 lr: 0.002394 loss: 0.2015 (0.2091) loss_rec_all: 0.2270 (0.2347) loss_rec_sfr: 0.2907 (0.3196) loss_cl: -0.2790 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [07:03:58.711871] Epoch: [64] [2780/2904] eta: 0:01:33 lr: 0.002394 loss: 0.1981 (0.2091) loss_rec_all: 0.2236 (0.2348) loss_rec_sfr: 0.2980 (0.3196) loss_cl: -0.2789 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [07:04:13.644902] Epoch: [64] [2800/2904] eta: 0:01:18 lr: 0.002394 loss: 0.2002 (0.2091) loss_rec_all: 0.2258 (0.2348) loss_rec_sfr: 0.2786 (0.3195) loss_cl: -0.2785 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [07:04:28.580744] Epoch: [64] [2820/2904] eta: 0:01:03 lr: 0.002394 loss: 0.1957 (0.2091) loss_rec_all: 0.2213 (0.2347) loss_rec_sfr: 0.3077 (0.3195) loss_cl: -0.2789 (-0.2787) time: 0.7468 data: 0.0002 max mem: 29860 [07:04:43.560244] Epoch: [64] [2840/2904] eta: 0:00:48 lr: 0.002394 loss: 0.1984 (0.2091) loss_rec_all: 0.2240 (0.2347) loss_rec_sfr: 0.3147 (0.3195) loss_cl: -0.2790 (-0.2787) time: 0.7489 data: 0.0024 max mem: 29860 [07:04:58.472112] Epoch: [64] [2860/2904] eta: 0:00:33 lr: 0.002394 loss: 0.2009 (0.2091) loss_rec_all: 0.2269 (0.2347) loss_rec_sfr: 0.2870 (0.3195) loss_cl: -0.2785 (-0.2787) time: 0.7456 data: 0.0001 max mem: 29860 [07:05:13.396797] Epoch: [64] [2880/2904] eta: 0:00:18 lr: 0.002394 loss: 0.1975 (0.2091) loss_rec_all: 0.2236 (0.2347) loss_rec_sfr: 0.2846 (0.3194) loss_cl: -0.2782 (-0.2787) time: 0.7462 data: 0.0001 max mem: 29860 [07:05:28.310979] Epoch: [64] [2900/2904] eta: 0:00:03 lr: 0.002394 loss: 0.1983 (0.2091) loss_rec_all: 0.2245 (0.2348) loss_rec_sfr: 0.2829 (0.3194) loss_cl: -0.2784 (-0.2787) time: 0.7457 data: 0.0001 max mem: 29860 [07:05:30.553927] Epoch: [64] [2903/2904] eta: 0:00:00 lr: 0.002394 loss: 0.1974 (0.2091) loss_rec_all: 0.2231 (0.2347) loss_rec_sfr: 0.3091 (0.3194) loss_cl: -0.2785 (-0.2787) time: 0.7456 data: 0.0001 max mem: 29860 [07:05:32.675264] Epoch: [64] Total time: 0:36:27 (0.7534 s / it) [07:05:32.693447] Averaged stats: lr: 0.002394 loss: 0.1974 (0.2114) loss_rec_all: 0.2231 (0.2347) loss_rec_sfr: 0.3091 (0.3197) loss_cl: -0.2785 (-0.2554) [07:05:32.698099] log_dir: ./checkpoint/VF2_ViT-B [07:05:51.265092] Epoch: [65] [ 0/2904] eta: 14:58:34 lr: 0.002394 loss: 0.1970 (0.1970) loss_rec_all: 0.2226 (0.2226) loss_rec_sfr: 0.3201 (0.3201) loss_cl: -0.2792 (-0.2792) time: 18.5657 data: 11.9625 max mem: 29860 [07:06:06.145144] Epoch: [65] [ 20/2904] eta: 1:16:33 lr: 0.002394 loss: 0.1975 (0.2007) loss_rec_all: 0.2235 (0.2266) loss_rec_sfr: 0.2779 (0.2926) loss_cl: -0.2797 (-0.2795) time: 0.7440 data: 0.0002 max mem: 29860 [07:06:21.026196] Epoch: [65] [ 40/2904] eta: 0:56:15 lr: 0.002394 loss: 0.2016 (0.2052) loss_rec_all: 0.2272 (0.2310) loss_rec_sfr: 0.3076 (0.3078) loss_cl: -0.2787 (-0.2791) time: 0.7440 data: 0.0002 max mem: 29860 [07:06:35.915340] Epoch: [65] [ 60/2904] eta: 0:49:07 lr: 0.002394 loss: 0.2005 (0.2076) loss_rec_all: 0.2261 (0.2333) loss_rec_sfr: 0.2891 (0.3131) loss_cl: -0.2778 (-0.2787) time: 0.7444 data: 0.0002 max mem: 29860 [07:06:50.816771] Epoch: [65] [ 80/2904] eta: 0:45:23 lr: 0.002394 loss: 0.1954 (0.2057) loss_rec_all: 0.2211 (0.2313) loss_rec_sfr: 0.2850 (0.3077) loss_cl: -0.2780 (-0.2785) time: 0.7450 data: 0.0002 max mem: 29860 [07:07:05.723684] Epoch: [65] [ 100/2904] eta: 0:43:02 lr: 0.002394 loss: 0.1951 (0.2046) loss_rec_all: 0.2208 (0.2304) loss_rec_sfr: 0.2726 (0.3051) loss_cl: -0.2796 (-0.2786) time: 0.7453 data: 0.0002 max mem: 29860 [07:07:20.637747] Epoch: [65] [ 120/2904] eta: 0:41:23 lr: 0.002394 loss: 0.1954 (0.2049) loss_rec_all: 0.2215 (0.2306) loss_rec_sfr: 0.2827 (0.3055) loss_cl: -0.2794 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [07:07:35.546545] Epoch: [65] [ 140/2904] eta: 0:40:08 lr: 0.002394 loss: 0.1974 (0.2043) loss_rec_all: 0.2232 (0.2300) loss_rec_sfr: 0.3089 (0.3058) loss_cl: -0.2796 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [07:07:50.480272] Epoch: [65] [ 160/2904] eta: 0:39:08 lr: 0.002394 loss: 0.1945 (0.2044) loss_rec_all: 0.2207 (0.2301) loss_rec_sfr: 0.2867 (0.3062) loss_cl: -0.2793 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [07:08:05.401595] Epoch: [65] [ 180/2904] eta: 0:38:18 lr: 0.002394 loss: 0.1957 (0.2046) loss_rec_all: 0.2214 (0.2304) loss_rec_sfr: 0.2856 (0.3068) loss_cl: -0.2794 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [07:08:20.323828] Epoch: [65] [ 200/2904] eta: 0:37:34 lr: 0.002394 loss: 0.1931 (0.2042) loss_rec_all: 0.2187 (0.2299) loss_rec_sfr: 0.3045 (0.3063) loss_cl: -0.2784 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [07:08:35.249120] Epoch: [65] [ 220/2904] eta: 0:36:56 lr: 0.002394 loss: 0.1970 (0.2045) loss_rec_all: 0.2230 (0.2303) loss_rec_sfr: 0.2866 (0.3067) loss_cl: -0.2782 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [07:08:50.168252] Epoch: [65] [ 240/2904] eta: 0:36:22 lr: 0.002394 loss: 0.1949 (0.2052) loss_rec_all: 0.2210 (0.2309) loss_rec_sfr: 0.3093 (0.3088) loss_cl: -0.2792 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [07:09:05.084298] Epoch: [65] [ 260/2904] eta: 0:35:51 lr: 0.002394 loss: 0.1999 (0.2061) loss_rec_all: 0.2256 (0.2318) loss_rec_sfr: 0.3141 (0.3121) loss_cl: -0.2788 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [07:09:19.991528] Epoch: [65] [ 280/2904] eta: 0:35:22 lr: 0.002394 loss: 0.1929 (0.2055) loss_rec_all: 0.2190 (0.2312) loss_rec_sfr: 0.2548 (0.3096) loss_cl: -0.2796 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [07:09:34.917860] Epoch: [65] [ 300/2904] eta: 0:34:55 lr: 0.002394 loss: 0.1958 (0.2054) loss_rec_all: 0.2212 (0.2311) loss_rec_sfr: 0.3143 (0.3099) loss_cl: -0.2781 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [07:09:49.835061] Epoch: [65] [ 320/2904] eta: 0:34:29 lr: 0.002394 loss: 0.1968 (0.2052) loss_rec_all: 0.2225 (0.2309) loss_rec_sfr: 0.2897 (0.3091) loss_cl: -0.2784 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [07:10:04.776795] Epoch: [65] [ 340/2904] eta: 0:34:05 lr: 0.002394 loss: 0.2012 (0.2057) loss_rec_all: 0.2272 (0.2314) loss_rec_sfr: 0.2905 (0.3106) loss_cl: -0.2788 (-0.2787) time: 0.7470 data: 0.0002 max mem: 29860 [07:10:19.702092] Epoch: [65] [ 360/2904] eta: 0:33:42 lr: 0.002394 loss: 0.1984 (0.2058) loss_rec_all: 0.2242 (0.2315) loss_rec_sfr: 0.2882 (0.3113) loss_cl: -0.2789 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [07:10:34.625581] Epoch: [65] [ 380/2904] eta: 0:33:20 lr: 0.002394 loss: 0.1977 (0.2056) loss_rec_all: 0.2235 (0.2313) loss_rec_sfr: 0.2804 (0.3109) loss_cl: -0.2789 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [07:10:49.552669] Epoch: [65] [ 400/2904] eta: 0:32:58 lr: 0.002394 loss: 0.1995 (0.2058) loss_rec_all: 0.2259 (0.2315) loss_rec_sfr: 0.2838 (0.3109) loss_cl: -0.2795 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [07:11:04.472529] Epoch: [65] [ 420/2904] eta: 0:32:37 lr: 0.002394 loss: 0.2029 (0.2062) loss_rec_all: 0.2288 (0.2319) loss_rec_sfr: 0.2928 (0.3118) loss_cl: -0.2787 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [07:11:19.391575] Epoch: [65] [ 440/2904] eta: 0:32:16 lr: 0.002394 loss: 0.2007 (0.2065) loss_rec_all: 0.2262 (0.2322) loss_rec_sfr: 0.2982 (0.3125) loss_cl: -0.2785 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [07:11:34.309685] Epoch: [65] [ 460/2904] eta: 0:31:56 lr: 0.002394 loss: 0.1921 (0.2064) loss_rec_all: 0.2182 (0.2321) loss_rec_sfr: 0.3034 (0.3125) loss_cl: -0.2792 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [07:11:49.229919] Epoch: [65] [ 480/2904] eta: 0:31:37 lr: 0.002394 loss: 0.1940 (0.2063) loss_rec_all: 0.2198 (0.2320) loss_rec_sfr: 0.2806 (0.3121) loss_cl: -0.2794 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [07:12:04.152873] Epoch: [65] [ 500/2904] eta: 0:31:18 lr: 0.002394 loss: 0.2018 (0.2066) loss_rec_all: 0.2278 (0.2323) loss_rec_sfr: 0.3225 (0.3133) loss_cl: -0.2786 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [07:12:19.075257] Epoch: [65] [ 520/2904] eta: 0:30:59 lr: 0.002394 loss: 0.1990 (0.2065) loss_rec_all: 0.2247 (0.2322) loss_rec_sfr: 0.2891 (0.3130) loss_cl: -0.2794 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [07:12:34.001825] Epoch: [65] [ 540/2904] eta: 0:30:40 lr: 0.002394 loss: 0.1995 (0.2068) loss_rec_all: 0.2252 (0.2324) loss_rec_sfr: 0.2940 (0.3136) loss_cl: -0.2774 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [07:12:48.925330] Epoch: [65] [ 560/2904] eta: 0:30:22 lr: 0.002393 loss: 0.1978 (0.2066) loss_rec_all: 0.2236 (0.2323) loss_rec_sfr: 0.2880 (0.3130) loss_cl: -0.2786 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [07:13:03.840237] Epoch: [65] [ 580/2904] eta: 0:30:04 lr: 0.002393 loss: 0.1971 (0.2064) loss_rec_all: 0.2228 (0.2320) loss_rec_sfr: 0.2850 (0.3125) loss_cl: -0.2796 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [07:13:18.763304] Epoch: [65] [ 600/2904] eta: 0:29:46 lr: 0.002393 loss: 0.1965 (0.2064) loss_rec_all: 0.2222 (0.2321) loss_rec_sfr: 0.2819 (0.3128) loss_cl: -0.2787 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [07:13:33.689980] Epoch: [65] [ 620/2904] eta: 0:29:28 lr: 0.002393 loss: 0.1949 (0.2065) loss_rec_all: 0.2205 (0.2322) loss_rec_sfr: 0.3150 (0.3134) loss_cl: -0.2786 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [07:13:48.613125] Epoch: [65] [ 640/2904] eta: 0:29:11 lr: 0.002393 loss: 0.1981 (0.2065) loss_rec_all: 0.2241 (0.2321) loss_rec_sfr: 0.2805 (0.3129) loss_cl: -0.2797 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [07:14:03.553280] Epoch: [65] [ 660/2904] eta: 0:28:54 lr: 0.002393 loss: 0.2114 (0.2071) loss_rec_all: 0.2370 (0.2328) loss_rec_sfr: 0.3467 (0.3149) loss_cl: -0.2782 (-0.2787) time: 0.7470 data: 0.0002 max mem: 29860 [07:14:18.471542] Epoch: [65] [ 680/2904] eta: 0:28:36 lr: 0.002393 loss: 0.1995 (0.2071) loss_rec_all: 0.2251 (0.2327) loss_rec_sfr: 0.3086 (0.3151) loss_cl: -0.2783 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [07:14:33.398743] Epoch: [65] [ 700/2904] eta: 0:28:19 lr: 0.002393 loss: 0.2022 (0.2074) loss_rec_all: 0.2283 (0.2331) loss_rec_sfr: 0.3169 (0.3161) loss_cl: -0.2787 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [07:14:48.326034] Epoch: [65] [ 720/2904] eta: 0:28:02 lr: 0.002393 loss: 0.2002 (0.2075) loss_rec_all: 0.2261 (0.2331) loss_rec_sfr: 0.2863 (0.3162) loss_cl: -0.2789 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [07:15:03.260667] Epoch: [65] [ 740/2904] eta: 0:27:46 lr: 0.002393 loss: 0.1969 (0.2077) loss_rec_all: 0.2226 (0.2333) loss_rec_sfr: 0.3124 (0.3167) loss_cl: -0.2792 (-0.2787) time: 0.7467 data: 0.0002 max mem: 29860 [07:15:18.184260] Epoch: [65] [ 760/2904] eta: 0:27:29 lr: 0.002393 loss: 0.1978 (0.2076) loss_rec_all: 0.2240 (0.2332) loss_rec_sfr: 0.3012 (0.3165) loss_cl: -0.2786 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [07:15:33.114365] Epoch: [65] [ 780/2904] eta: 0:27:12 lr: 0.002393 loss: 0.1997 (0.2076) loss_rec_all: 0.2258 (0.2332) loss_rec_sfr: 0.3188 (0.3167) loss_cl: -0.2786 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [07:15:48.038092] Epoch: [65] [ 800/2904] eta: 0:26:56 lr: 0.002393 loss: 0.1981 (0.2075) loss_rec_all: 0.2243 (0.2331) loss_rec_sfr: 0.2840 (0.3164) loss_cl: -0.2788 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [07:16:02.962832] Epoch: [65] [ 820/2904] eta: 0:26:39 lr: 0.002393 loss: 0.1955 (0.2075) loss_rec_all: 0.2217 (0.2331) loss_rec_sfr: 0.2676 (0.3162) loss_cl: -0.2789 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [07:16:17.886820] Epoch: [65] [ 840/2904] eta: 0:26:23 lr: 0.002393 loss: 0.2000 (0.2076) loss_rec_all: 0.2258 (0.2333) loss_rec_sfr: 0.3143 (0.3168) loss_cl: -0.2783 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [07:16:32.810424] Epoch: [65] [ 860/2904] eta: 0:26:07 lr: 0.002393 loss: 0.1930 (0.2076) loss_rec_all: 0.2191 (0.2332) loss_rec_sfr: 0.3000 (0.3167) loss_cl: -0.2793 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [07:16:47.727511] Epoch: [65] [ 880/2904] eta: 0:25:50 lr: 0.002393 loss: 0.1981 (0.2074) loss_rec_all: 0.2236 (0.2331) loss_rec_sfr: 0.2870 (0.3163) loss_cl: -0.2783 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [07:17:02.647728] Epoch: [65] [ 900/2904] eta: 0:25:34 lr: 0.002393 loss: 0.1956 (0.2073) loss_rec_all: 0.2214 (0.2329) loss_rec_sfr: 0.2961 (0.3158) loss_cl: -0.2787 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [07:17:17.558996] Epoch: [65] [ 920/2904] eta: 0:25:18 lr: 0.002393 loss: 0.1971 (0.2072) loss_rec_all: 0.2226 (0.2329) loss_rec_sfr: 0.3107 (0.3159) loss_cl: -0.2793 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [07:17:32.474308] Epoch: [65] [ 940/2904] eta: 0:25:02 lr: 0.002393 loss: 0.1953 (0.2072) loss_rec_all: 0.2215 (0.2329) loss_rec_sfr: 0.2674 (0.3158) loss_cl: -0.2790 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [07:17:47.404088] Epoch: [65] [ 960/2904] eta: 0:24:46 lr: 0.002393 loss: 0.2015 (0.2075) loss_rec_all: 0.2274 (0.2332) loss_rec_sfr: 0.3171 (0.3168) loss_cl: -0.2783 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [07:18:02.337014] Epoch: [65] [ 980/2904] eta: 0:24:30 lr: 0.002393 loss: 0.1960 (0.2073) loss_rec_all: 0.2220 (0.2330) loss_rec_sfr: 0.2676 (0.3162) loss_cl: -0.2791 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [07:18:17.265999] Epoch: [65] [1000/2904] eta: 0:24:14 lr: 0.002393 loss: 0.1979 (0.2073) loss_rec_all: 0.2233 (0.2329) loss_rec_sfr: 0.3174 (0.3161) loss_cl: -0.2781 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [07:18:32.191434] Epoch: [65] [1020/2904] eta: 0:23:58 lr: 0.002393 loss: 0.1954 (0.2072) loss_rec_all: 0.2217 (0.2329) loss_rec_sfr: 0.2928 (0.3160) loss_cl: -0.2790 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [07:18:47.117516] Epoch: [65] [1040/2904] eta: 0:23:42 lr: 0.002393 loss: 0.1982 (0.2072) loss_rec_all: 0.2247 (0.2329) loss_rec_sfr: 0.2704 (0.3157) loss_cl: -0.2793 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [07:19:02.040269] Epoch: [65] [1060/2904] eta: 0:23:26 lr: 0.002393 loss: 0.1988 (0.2074) loss_rec_all: 0.2250 (0.2330) loss_rec_sfr: 0.3004 (0.3160) loss_cl: -0.2777 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [07:19:16.967239] Epoch: [65] [1080/2904] eta: 0:23:10 lr: 0.002393 loss: 0.2020 (0.2075) loss_rec_all: 0.2276 (0.2331) loss_rec_sfr: 0.3011 (0.3164) loss_cl: -0.2782 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [07:19:31.892430] Epoch: [65] [1100/2904] eta: 0:22:54 lr: 0.002393 loss: 0.2006 (0.2075) loss_rec_all: 0.2263 (0.2332) loss_rec_sfr: 0.3005 (0.3165) loss_cl: -0.2785 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [07:19:46.820621] Epoch: [65] [1120/2904] eta: 0:22:39 lr: 0.002393 loss: 0.1990 (0.2075) loss_rec_all: 0.2250 (0.2331) loss_rec_sfr: 0.2870 (0.3162) loss_cl: -0.2795 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [07:20:01.740096] Epoch: [65] [1140/2904] eta: 0:22:23 lr: 0.002393 loss: 0.1990 (0.2075) loss_rec_all: 0.2252 (0.2331) loss_rec_sfr: 0.2768 (0.3160) loss_cl: -0.2802 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [07:20:16.659232] Epoch: [65] [1160/2904] eta: 0:22:07 lr: 0.002393 loss: 0.1977 (0.2076) loss_rec_all: 0.2232 (0.2333) loss_rec_sfr: 0.3101 (0.3164) loss_cl: -0.2787 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [07:20:31.585502] Epoch: [65] [1180/2904] eta: 0:21:52 lr: 0.002393 loss: 0.1988 (0.2076) loss_rec_all: 0.2246 (0.2333) loss_rec_sfr: 0.2989 (0.3164) loss_cl: -0.2778 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [07:20:46.507315] Epoch: [65] [1200/2904] eta: 0:21:36 lr: 0.002393 loss: 0.1982 (0.2076) loss_rec_all: 0.2237 (0.2333) loss_rec_sfr: 0.3192 (0.3166) loss_cl: -0.2787 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [07:21:01.429679] Epoch: [65] [1220/2904] eta: 0:21:20 lr: 0.002393 loss: 0.1973 (0.2077) loss_rec_all: 0.2234 (0.2333) loss_rec_sfr: 0.2621 (0.3167) loss_cl: -0.2785 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [07:21:16.353890] Epoch: [65] [1240/2904] eta: 0:21:05 lr: 0.002393 loss: 0.2051 (0.2077) loss_rec_all: 0.2307 (0.2334) loss_rec_sfr: 0.2836 (0.3166) loss_cl: -0.2790 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [07:21:31.275668] Epoch: [65] [1260/2904] eta: 0:20:49 lr: 0.002393 loss: 0.1980 (0.2077) loss_rec_all: 0.2236 (0.2333) loss_rec_sfr: 0.2892 (0.3164) loss_cl: -0.2784 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [07:21:46.203129] Epoch: [65] [1280/2904] eta: 0:20:34 lr: 0.002393 loss: 0.1988 (0.2077) loss_rec_all: 0.2245 (0.2333) loss_rec_sfr: 0.2844 (0.3163) loss_cl: -0.2783 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [07:22:01.131920] Epoch: [65] [1300/2904] eta: 0:20:18 lr: 0.002393 loss: 0.1967 (0.2078) loss_rec_all: 0.2230 (0.2335) loss_rec_sfr: 0.2987 (0.3166) loss_cl: -0.2791 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [07:22:16.062755] Epoch: [65] [1320/2904] eta: 0:20:03 lr: 0.002393 loss: 0.1990 (0.2079) loss_rec_all: 0.2253 (0.2335) loss_rec_sfr: 0.2940 (0.3167) loss_cl: -0.2792 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [07:22:30.994740] Epoch: [65] [1340/2904] eta: 0:19:47 lr: 0.002393 loss: 0.1982 (0.2078) loss_rec_all: 0.2239 (0.2335) loss_rec_sfr: 0.3118 (0.3167) loss_cl: -0.2791 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [07:22:45.934220] Epoch: [65] [1360/2904] eta: 0:19:32 lr: 0.002393 loss: 0.2010 (0.2079) loss_rec_all: 0.2266 (0.2336) loss_rec_sfr: 0.3029 (0.3170) loss_cl: -0.2787 (-0.2787) time: 0.7469 data: 0.0002 max mem: 29860 [07:23:00.859345] Epoch: [65] [1380/2904] eta: 0:19:16 lr: 0.002393 loss: 0.1960 (0.2079) loss_rec_all: 0.2219 (0.2335) loss_rec_sfr: 0.2888 (0.3168) loss_cl: -0.2785 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [07:23:15.792084] Epoch: [65] [1400/2904] eta: 0:19:01 lr: 0.002393 loss: 0.1983 (0.2079) loss_rec_all: 0.2242 (0.2335) loss_rec_sfr: 0.2858 (0.3168) loss_cl: -0.2790 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [07:23:30.717307] Epoch: [65] [1420/2904] eta: 0:18:45 lr: 0.002393 loss: 0.2009 (0.2079) loss_rec_all: 0.2265 (0.2335) loss_rec_sfr: 0.2907 (0.3168) loss_cl: -0.2779 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [07:23:45.646533] Epoch: [65] [1440/2904] eta: 0:18:30 lr: 0.002393 loss: 0.1976 (0.2079) loss_rec_all: 0.2233 (0.2335) loss_rec_sfr: 0.2822 (0.3167) loss_cl: -0.2787 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [07:24:00.572979] Epoch: [65] [1460/2904] eta: 0:18:14 lr: 0.002393 loss: 0.1983 (0.2078) loss_rec_all: 0.2243 (0.2335) loss_rec_sfr: 0.2734 (0.3164) loss_cl: -0.2792 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [07:24:15.499727] Epoch: [65] [1480/2904] eta: 0:17:59 lr: 0.002393 loss: 0.1980 (0.2079) loss_rec_all: 0.2242 (0.2336) loss_rec_sfr: 0.3108 (0.3167) loss_cl: -0.2785 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [07:24:30.427956] Epoch: [65] [1500/2904] eta: 0:17:44 lr: 0.002393 loss: 0.1957 (0.2079) loss_rec_all: 0.2213 (0.2335) loss_rec_sfr: 0.3003 (0.3167) loss_cl: -0.2790 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [07:24:45.367635] Epoch: [65] [1520/2904] eta: 0:17:28 lr: 0.002393 loss: 0.1938 (0.2078) loss_rec_all: 0.2198 (0.2334) loss_rec_sfr: 0.2917 (0.3166) loss_cl: -0.2792 (-0.2787) time: 0.7469 data: 0.0002 max mem: 29860 [07:25:00.288966] Epoch: [65] [1540/2904] eta: 0:17:13 lr: 0.002393 loss: 0.1958 (0.2079) loss_rec_all: 0.2214 (0.2335) loss_rec_sfr: 0.3096 (0.3169) loss_cl: -0.2791 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [07:25:15.213037] Epoch: [65] [1560/2904] eta: 0:16:58 lr: 0.002393 loss: 0.1965 (0.2078) loss_rec_all: 0.2220 (0.2335) loss_rec_sfr: 0.3056 (0.3169) loss_cl: -0.2788 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [07:25:30.135428] Epoch: [65] [1580/2904] eta: 0:16:42 lr: 0.002393 loss: 0.2059 (0.2079) loss_rec_all: 0.2320 (0.2336) loss_rec_sfr: 0.2872 (0.3172) loss_cl: -0.2788 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [07:25:45.065486] Epoch: [65] [1600/2904] eta: 0:16:27 lr: 0.002393 loss: 0.2050 (0.2080) loss_rec_all: 0.2306 (0.2337) loss_rec_sfr: 0.3172 (0.3175) loss_cl: -0.2790 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [07:25:59.993547] Epoch: [65] [1620/2904] eta: 0:16:12 lr: 0.002393 loss: 0.1967 (0.2081) loss_rec_all: 0.2226 (0.2337) loss_rec_sfr: 0.3070 (0.3176) loss_cl: -0.2788 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [07:26:14.920823] Epoch: [65] [1640/2904] eta: 0:15:56 lr: 0.002393 loss: 0.1978 (0.2081) loss_rec_all: 0.2239 (0.2337) loss_rec_sfr: 0.3093 (0.3177) loss_cl: -0.2782 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [07:26:29.857083] Epoch: [65] [1660/2904] eta: 0:15:41 lr: 0.002393 loss: 0.2048 (0.2081) loss_rec_all: 0.2302 (0.2338) loss_rec_sfr: 0.2994 (0.3178) loss_cl: -0.2778 (-0.2787) time: 0.7468 data: 0.0002 max mem: 29860 [07:26:44.778666] Epoch: [65] [1680/2904] eta: 0:15:26 lr: 0.002393 loss: 0.1939 (0.2081) loss_rec_all: 0.2200 (0.2337) loss_rec_sfr: 0.2985 (0.3178) loss_cl: -0.2791 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [07:26:59.696437] Epoch: [65] [1700/2904] eta: 0:15:10 lr: 0.002393 loss: 0.1958 (0.2080) loss_rec_all: 0.2217 (0.2337) loss_rec_sfr: 0.2759 (0.3177) loss_cl: -0.2791 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [07:27:14.625964] Epoch: [65] [1720/2904] eta: 0:14:55 lr: 0.002393 loss: 0.1995 (0.2080) loss_rec_all: 0.2248 (0.2337) loss_rec_sfr: 0.2862 (0.3176) loss_cl: -0.2783 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [07:27:29.556924] Epoch: [65] [1740/2904] eta: 0:14:40 lr: 0.002393 loss: 0.1952 (0.2080) loss_rec_all: 0.2209 (0.2336) loss_rec_sfr: 0.2947 (0.3174) loss_cl: -0.2789 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [07:27:44.477430] Epoch: [65] [1760/2904] eta: 0:14:25 lr: 0.002393 loss: 0.1966 (0.2080) loss_rec_all: 0.2225 (0.2337) loss_rec_sfr: 0.2887 (0.3175) loss_cl: -0.2784 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [07:27:59.398721] Epoch: [65] [1780/2904] eta: 0:14:09 lr: 0.002393 loss: 0.2006 (0.2080) loss_rec_all: 0.2263 (0.2337) loss_rec_sfr: 0.3108 (0.3176) loss_cl: -0.2789 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [07:28:14.327560] Epoch: [65] [1800/2904] eta: 0:13:54 lr: 0.002393 loss: 0.2037 (0.2081) loss_rec_all: 0.2294 (0.2338) loss_rec_sfr: 0.3093 (0.3177) loss_cl: -0.2788 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [07:28:29.245027] Epoch: [65] [1820/2904] eta: 0:13:39 lr: 0.002393 loss: 0.1965 (0.2081) loss_rec_all: 0.2224 (0.2337) loss_rec_sfr: 0.2869 (0.3176) loss_cl: -0.2792 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [07:28:44.165614] Epoch: [65] [1840/2904] eta: 0:13:24 lr: 0.002393 loss: 0.1987 (0.2081) loss_rec_all: 0.2242 (0.2337) loss_rec_sfr: 0.3136 (0.3179) loss_cl: -0.2788 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [07:28:59.086894] Epoch: [65] [1860/2904] eta: 0:13:08 lr: 0.002393 loss: 0.1988 (0.2082) loss_rec_all: 0.2244 (0.2338) loss_rec_sfr: 0.2962 (0.3180) loss_cl: -0.2781 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [07:29:14.006716] Epoch: [65] [1880/2904] eta: 0:12:53 lr: 0.002393 loss: 0.2001 (0.2081) loss_rec_all: 0.2258 (0.2338) loss_rec_sfr: 0.3008 (0.3179) loss_cl: -0.2784 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [07:29:28.929405] Epoch: [65] [1900/2904] eta: 0:12:38 lr: 0.002393 loss: 0.2016 (0.2082) loss_rec_all: 0.2271 (0.2338) loss_rec_sfr: 0.3112 (0.3181) loss_cl: -0.2789 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [07:29:43.850139] Epoch: [65] [1920/2904] eta: 0:12:23 lr: 0.002393 loss: 0.2010 (0.2083) loss_rec_all: 0.2268 (0.2339) loss_rec_sfr: 0.2832 (0.3183) loss_cl: -0.2781 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [07:29:58.769005] Epoch: [65] [1940/2904] eta: 0:12:08 lr: 0.002393 loss: 0.1993 (0.2083) loss_rec_all: 0.2251 (0.2339) loss_rec_sfr: 0.3009 (0.3184) loss_cl: -0.2783 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [07:30:13.695011] Epoch: [65] [1960/2904] eta: 0:11:52 lr: 0.002393 loss: 0.2059 (0.2084) loss_rec_all: 0.2316 (0.2340) loss_rec_sfr: 0.3096 (0.3186) loss_cl: -0.2788 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [07:30:28.613114] Epoch: [65] [1980/2904] eta: 0:11:37 lr: 0.002393 loss: 0.1998 (0.2084) loss_rec_all: 0.2255 (0.2341) loss_rec_sfr: 0.2885 (0.3187) loss_cl: -0.2790 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [07:30:43.535434] Epoch: [65] [2000/2904] eta: 0:11:22 lr: 0.002393 loss: 0.1951 (0.2084) loss_rec_all: 0.2208 (0.2341) loss_rec_sfr: 0.2669 (0.3187) loss_cl: -0.2791 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [07:30:58.452264] Epoch: [65] [2020/2904] eta: 0:11:07 lr: 0.002393 loss: 0.1965 (0.2084) loss_rec_all: 0.2227 (0.2341) loss_rec_sfr: 0.2899 (0.3187) loss_cl: -0.2787 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [07:31:13.372201] Epoch: [65] [2040/2904] eta: 0:10:52 lr: 0.002393 loss: 0.1938 (0.2084) loss_rec_all: 0.2200 (0.2340) loss_rec_sfr: 0.2749 (0.3186) loss_cl: -0.2784 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [07:31:28.289027] Epoch: [65] [2060/2904] eta: 0:10:36 lr: 0.002393 loss: 0.1998 (0.2084) loss_rec_all: 0.2255 (0.2340) loss_rec_sfr: 0.2884 (0.3186) loss_cl: -0.2781 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [07:31:43.207659] Epoch: [65] [2080/2904] eta: 0:10:21 lr: 0.002393 loss: 0.2000 (0.2085) loss_rec_all: 0.2258 (0.2341) loss_rec_sfr: 0.2866 (0.3188) loss_cl: -0.2788 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [07:31:58.131074] Epoch: [65] [2100/2904] eta: 0:10:06 lr: 0.002393 loss: 0.2032 (0.2085) loss_rec_all: 0.2291 (0.2341) loss_rec_sfr: 0.2813 (0.3187) loss_cl: -0.2786 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [07:32:13.055712] Epoch: [65] [2120/2904] eta: 0:09:51 lr: 0.002393 loss: 0.1983 (0.2085) loss_rec_all: 0.2240 (0.2341) loss_rec_sfr: 0.2894 (0.3187) loss_cl: -0.2794 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [07:32:27.971163] Epoch: [65] [2140/2904] eta: 0:09:36 lr: 0.002393 loss: 0.1943 (0.2084) loss_rec_all: 0.2206 (0.2341) loss_rec_sfr: 0.2615 (0.3184) loss_cl: -0.2795 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [07:32:42.888567] Epoch: [65] [2160/2904] eta: 0:09:21 lr: 0.002393 loss: 0.2031 (0.2085) loss_rec_all: 0.2288 (0.2341) loss_rec_sfr: 0.2892 (0.3185) loss_cl: -0.2796 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [07:32:57.807817] Epoch: [65] [2180/2904] eta: 0:09:06 lr: 0.002393 loss: 0.1984 (0.2085) loss_rec_all: 0.2238 (0.2341) loss_rec_sfr: 0.2864 (0.3185) loss_cl: -0.2790 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [07:33:12.734533] Epoch: [65] [2200/2904] eta: 0:08:50 lr: 0.002393 loss: 0.1956 (0.2084) loss_rec_all: 0.2212 (0.2341) loss_rec_sfr: 0.3049 (0.3185) loss_cl: -0.2785 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [07:33:27.657503] Epoch: [65] [2220/2904] eta: 0:08:35 lr: 0.002393 loss: 0.1983 (0.2084) loss_rec_all: 0.2245 (0.2341) loss_rec_sfr: 0.3021 (0.3185) loss_cl: -0.2792 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [07:33:42.577713] Epoch: [65] [2240/2904] eta: 0:08:20 lr: 0.002393 loss: 0.1993 (0.2085) loss_rec_all: 0.2251 (0.2342) loss_rec_sfr: 0.3036 (0.3188) loss_cl: -0.2789 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [07:33:57.490878] Epoch: [65] [2260/2904] eta: 0:08:05 lr: 0.002393 loss: 0.1951 (0.2085) loss_rec_all: 0.2212 (0.2342) loss_rec_sfr: 0.2848 (0.3189) loss_cl: -0.2783 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [07:34:12.402227] Epoch: [65] [2280/2904] eta: 0:07:50 lr: 0.002393 loss: 0.1957 (0.2085) loss_rec_all: 0.2217 (0.2341) loss_rec_sfr: 0.2795 (0.3187) loss_cl: -0.2789 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [07:34:27.315738] Epoch: [65] [2300/2904] eta: 0:07:35 lr: 0.002393 loss: 0.1986 (0.2084) loss_rec_all: 0.2245 (0.2341) loss_rec_sfr: 0.3127 (0.3186) loss_cl: -0.2790 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [07:34:42.234973] Epoch: [65] [2320/2904] eta: 0:07:20 lr: 0.002393 loss: 0.1972 (0.2084) loss_rec_all: 0.2230 (0.2341) loss_rec_sfr: 0.3024 (0.3186) loss_cl: -0.2786 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [07:34:57.153394] Epoch: [65] [2340/2904] eta: 0:07:05 lr: 0.002393 loss: 0.1969 (0.2084) loss_rec_all: 0.2225 (0.2341) loss_rec_sfr: 0.3062 (0.3187) loss_cl: -0.2783 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [07:35:12.071894] Epoch: [65] [2360/2904] eta: 0:06:49 lr: 0.002393 loss: 0.2039 (0.2085) loss_rec_all: 0.2294 (0.2341) loss_rec_sfr: 0.3021 (0.3188) loss_cl: -0.2783 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [07:35:26.996700] Epoch: [65] [2380/2904] eta: 0:06:34 lr: 0.002393 loss: 0.1990 (0.2085) loss_rec_all: 0.2246 (0.2341) loss_rec_sfr: 0.3024 (0.3188) loss_cl: -0.2785 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [07:35:41.920956] Epoch: [65] [2400/2904] eta: 0:06:19 lr: 0.002393 loss: 0.1995 (0.2084) loss_rec_all: 0.2257 (0.2341) loss_rec_sfr: 0.2859 (0.3187) loss_cl: -0.2793 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [07:35:56.839266] Epoch: [65] [2420/2904] eta: 0:06:04 lr: 0.002393 loss: 0.2024 (0.2085) loss_rec_all: 0.2280 (0.2342) loss_rec_sfr: 0.3126 (0.3190) loss_cl: -0.2782 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [07:36:11.759009] Epoch: [65] [2440/2904] eta: 0:05:49 lr: 0.002393 loss: 0.1945 (0.2084) loss_rec_all: 0.2205 (0.2341) loss_rec_sfr: 0.2899 (0.3187) loss_cl: -0.2790 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [07:36:26.676933] Epoch: [65] [2460/2904] eta: 0:05:34 lr: 0.002393 loss: 0.1931 (0.2083) loss_rec_all: 0.2193 (0.2340) loss_rec_sfr: 0.2665 (0.3184) loss_cl: -0.2791 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [07:36:41.595442] Epoch: [65] [2480/2904] eta: 0:05:19 lr: 0.002393 loss: 0.1968 (0.2084) loss_rec_all: 0.2230 (0.2340) loss_rec_sfr: 0.2951 (0.3185) loss_cl: -0.2789 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [07:36:56.510485] Epoch: [65] [2500/2904] eta: 0:05:04 lr: 0.002393 loss: 0.1938 (0.2083) loss_rec_all: 0.2198 (0.2340) loss_rec_sfr: 0.2647 (0.3183) loss_cl: -0.2786 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [07:37:11.430453] Epoch: [65] [2520/2904] eta: 0:04:49 lr: 0.002393 loss: 0.2084 (0.2085) loss_rec_all: 0.2342 (0.2341) loss_rec_sfr: 0.3237 (0.3186) loss_cl: -0.2785 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [07:37:26.350966] Epoch: [65] [2540/2904] eta: 0:04:34 lr: 0.002393 loss: 0.2072 (0.2085) loss_rec_all: 0.2329 (0.2342) loss_rec_sfr: 0.3133 (0.3188) loss_cl: -0.2784 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [07:37:41.273114] Epoch: [65] [2560/2904] eta: 0:04:19 lr: 0.002393 loss: 0.1979 (0.2085) loss_rec_all: 0.2235 (0.2342) loss_rec_sfr: 0.3106 (0.3188) loss_cl: -0.2788 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [07:37:56.201894] Epoch: [65] [2580/2904] eta: 0:04:03 lr: 0.002393 loss: 0.1963 (0.2086) loss_rec_all: 0.2223 (0.2342) loss_rec_sfr: 0.2948 (0.3189) loss_cl: -0.2788 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [07:38:11.130241] Epoch: [65] [2600/2904] eta: 0:03:48 lr: 0.002393 loss: 0.1988 (0.2086) loss_rec_all: 0.2247 (0.2342) loss_rec_sfr: 0.2843 (0.3189) loss_cl: -0.2791 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [07:38:26.053456] Epoch: [65] [2620/2904] eta: 0:03:33 lr: 0.002393 loss: 0.1994 (0.2086) loss_rec_all: 0.2253 (0.2342) loss_rec_sfr: 0.3018 (0.3190) loss_cl: -0.2785 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [07:38:40.979672] Epoch: [65] [2640/2904] eta: 0:03:18 lr: 0.002393 loss: 0.1992 (0.2086) loss_rec_all: 0.2252 (0.2342) loss_rec_sfr: 0.2879 (0.3189) loss_cl: -0.2791 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [07:38:55.903809] Epoch: [65] [2660/2904] eta: 0:03:03 lr: 0.002393 loss: 0.1986 (0.2085) loss_rec_all: 0.2245 (0.2342) loss_rec_sfr: 0.2817 (0.3186) loss_cl: -0.2780 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [07:39:10.832350] Epoch: [65] [2680/2904] eta: 0:02:48 lr: 0.002393 loss: 0.1953 (0.2085) loss_rec_all: 0.2209 (0.2341) loss_rec_sfr: 0.3116 (0.3187) loss_cl: -0.2783 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [07:39:25.761422] Epoch: [65] [2700/2904] eta: 0:02:33 lr: 0.002393 loss: 0.1984 (0.2085) loss_rec_all: 0.2244 (0.2342) loss_rec_sfr: 0.2861 (0.3186) loss_cl: -0.2790 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [07:39:40.688459] Epoch: [65] [2720/2904] eta: 0:02:18 lr: 0.002393 loss: 0.1966 (0.2085) loss_rec_all: 0.2225 (0.2342) loss_rec_sfr: 0.2728 (0.3186) loss_cl: -0.2772 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [07:39:55.617994] Epoch: [65] [2740/2904] eta: 0:02:03 lr: 0.002393 loss: 0.1961 (0.2085) loss_rec_all: 0.2222 (0.2342) loss_rec_sfr: 0.2885 (0.3186) loss_cl: -0.2788 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [07:40:10.550103] Epoch: [65] [2760/2904] eta: 0:01:48 lr: 0.002393 loss: 0.1995 (0.2085) loss_rec_all: 0.2255 (0.2341) loss_rec_sfr: 0.2875 (0.3185) loss_cl: -0.2789 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [07:40:25.486795] Epoch: [65] [2780/2904] eta: 0:01:33 lr: 0.002393 loss: 0.1983 (0.2085) loss_rec_all: 0.2242 (0.2341) loss_rec_sfr: 0.2725 (0.3183) loss_cl: -0.2785 (-0.2787) time: 0.7468 data: 0.0002 max mem: 29860 [07:40:40.418798] Epoch: [65] [2800/2904] eta: 0:01:18 lr: 0.002393 loss: 0.1950 (0.2085) loss_rec_all: 0.2206 (0.2341) loss_rec_sfr: 0.3083 (0.3184) loss_cl: -0.2791 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [07:40:55.350071] Epoch: [65] [2820/2904] eta: 0:01:03 lr: 0.002393 loss: 0.1986 (0.2084) loss_rec_all: 0.2246 (0.2341) loss_rec_sfr: 0.2978 (0.3184) loss_cl: -0.2794 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [07:41:10.304298] Epoch: [65] [2840/2904] eta: 0:00:48 lr: 0.002393 loss: 0.2006 (0.2084) loss_rec_all: 0.2262 (0.2341) loss_rec_sfr: 0.2897 (0.3184) loss_cl: -0.2787 (-0.2787) time: 0.7477 data: 0.0025 max mem: 29860 [07:41:25.212746] Epoch: [65] [2860/2904] eta: 0:00:33 lr: 0.002393 loss: 0.2022 (0.2084) loss_rec_all: 0.2283 (0.2341) loss_rec_sfr: 0.2871 (0.3183) loss_cl: -0.2790 (-0.2787) time: 0.7454 data: 0.0001 max mem: 29860 [07:41:40.121697] Epoch: [65] [2880/2904] eta: 0:00:18 lr: 0.002393 loss: 0.1979 (0.2085) loss_rec_all: 0.2235 (0.2341) loss_rec_sfr: 0.2893 (0.3184) loss_cl: -0.2782 (-0.2787) time: 0.7454 data: 0.0001 max mem: 29860 [07:41:55.031349] Epoch: [65] [2900/2904] eta: 0:00:03 lr: 0.002393 loss: 0.1954 (0.2084) loss_rec_all: 0.2215 (0.2341) loss_rec_sfr: 0.2774 (0.3182) loss_cl: -0.2790 (-0.2787) time: 0.7454 data: 0.0001 max mem: 29860 [07:41:57.273816] Epoch: [65] [2903/2904] eta: 0:00:00 lr: 0.002393 loss: 0.1981 (0.2085) loss_rec_all: 0.2244 (0.2341) loss_rec_sfr: 0.2871 (0.3184) loss_cl: -0.2788 (-0.2787) time: 0.7455 data: 0.0001 max mem: 29860 [07:41:59.381094] Epoch: [65] Total time: 0:36:26 (0.7530 s / it) [07:41:59.388250] Averaged stats: lr: 0.002393 loss: 0.1981 (0.2105) loss_rec_all: 0.2244 (0.2338) loss_rec_sfr: 0.2871 (0.3171) loss_cl: -0.2788 (-0.2554) [07:41:59.392943] log_dir: ./checkpoint/VF2_ViT-B [07:42:15.698638] Epoch: [66] [ 0/2904] eta: 13:09:09 lr: 0.002393 loss: 0.1919 (0.1919) loss_rec_all: 0.2175 (0.2175) loss_rec_sfr: 0.3092 (0.3092) loss_cl: -0.2783 (-0.2783) time: 16.3049 data: 15.5742 max mem: 29860 [07:42:32.822760] Epoch: [66] [ 20/2904] eta: 1:16:30 lr: 0.002393 loss: 0.1962 (0.2078) loss_rec_all: 0.2221 (0.2334) loss_rec_sfr: 0.3033 (0.3258) loss_cl: -0.2793 (-0.2793) time: 0.8562 data: 0.0002 max mem: 29860 [07:42:47.710635] Epoch: [66] [ 40/2904] eta: 0:56:15 lr: 0.002393 loss: 0.1973 (0.2055) loss_rec_all: 0.2228 (0.2312) loss_rec_sfr: 0.3094 (0.3209) loss_cl: -0.2791 (-0.2792) time: 0.7444 data: 0.0002 max mem: 29860 [07:43:02.601749] Epoch: [66] [ 60/2904] eta: 0:49:06 lr: 0.002393 loss: 0.1980 (0.2067) loss_rec_all: 0.2236 (0.2323) loss_rec_sfr: 0.2896 (0.3202) loss_cl: -0.2784 (-0.2789) time: 0.7445 data: 0.0002 max mem: 29860 [07:43:17.507282] Epoch: [66] [ 80/2904] eta: 0:45:23 lr: 0.002393 loss: 0.2004 (0.2075) loss_rec_all: 0.2258 (0.2331) loss_rec_sfr: 0.2906 (0.3187) loss_cl: -0.2780 (-0.2787) time: 0.7452 data: 0.0002 max mem: 29860 [07:43:32.417951] Epoch: [66] [ 100/2904] eta: 0:43:02 lr: 0.002393 loss: 0.1986 (0.2078) loss_rec_all: 0.2245 (0.2335) loss_rec_sfr: 0.2818 (0.3188) loss_cl: -0.2787 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [07:43:47.341782] Epoch: [66] [ 120/2904] eta: 0:41:23 lr: 0.002393 loss: 0.1973 (0.2060) loss_rec_all: 0.2230 (0.2317) loss_rec_sfr: 0.2903 (0.3132) loss_cl: -0.2788 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [07:44:02.268169] Epoch: [66] [ 140/2904] eta: 0:40:08 lr: 0.002393 loss: 0.1969 (0.2054) loss_rec_all: 0.2229 (0.2311) loss_rec_sfr: 0.2849 (0.3112) loss_cl: -0.2786 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [07:44:17.194504] Epoch: [66] [ 160/2904] eta: 0:39:08 lr: 0.002393 loss: 0.1951 (0.2048) loss_rec_all: 0.2206 (0.2305) loss_rec_sfr: 0.2824 (0.3097) loss_cl: -0.2782 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [07:44:32.116064] Epoch: [66] [ 180/2904] eta: 0:38:18 lr: 0.002393 loss: 0.1999 (0.2049) loss_rec_all: 0.2256 (0.2306) loss_rec_sfr: 0.3060 (0.3109) loss_cl: -0.2796 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [07:44:47.043648] Epoch: [66] [ 200/2904] eta: 0:37:35 lr: 0.002393 loss: 0.1989 (0.2054) loss_rec_all: 0.2250 (0.2311) loss_rec_sfr: 0.2775 (0.3114) loss_cl: -0.2795 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [07:45:01.964557] Epoch: [66] [ 220/2904] eta: 0:36:57 lr: 0.002393 loss: 0.1937 (0.2050) loss_rec_all: 0.2194 (0.2307) loss_rec_sfr: 0.3108 (0.3112) loss_cl: -0.2794 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [07:45:16.884080] Epoch: [66] [ 240/2904] eta: 0:36:22 lr: 0.002393 loss: 0.1995 (0.2050) loss_rec_all: 0.2253 (0.2307) loss_rec_sfr: 0.2867 (0.3109) loss_cl: -0.2785 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [07:45:31.801897] Epoch: [66] [ 260/2904] eta: 0:35:51 lr: 0.002393 loss: 0.1988 (0.2051) loss_rec_all: 0.2245 (0.2308) loss_rec_sfr: 0.2875 (0.3108) loss_cl: -0.2789 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [07:45:46.738268] Epoch: [66] [ 280/2904] eta: 0:35:22 lr: 0.002393 loss: 0.1971 (0.2048) loss_rec_all: 0.2231 (0.2305) loss_rec_sfr: 0.2865 (0.3098) loss_cl: -0.2798 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [07:46:01.657878] Epoch: [66] [ 300/2904] eta: 0:34:55 lr: 0.002393 loss: 0.1957 (0.2048) loss_rec_all: 0.2214 (0.2305) loss_rec_sfr: 0.2982 (0.3104) loss_cl: -0.2777 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [07:46:16.594955] Epoch: [66] [ 320/2904] eta: 0:34:30 lr: 0.002393 loss: 0.1962 (0.2051) loss_rec_all: 0.2220 (0.2307) loss_rec_sfr: 0.3065 (0.3114) loss_cl: -0.2783 (-0.2786) time: 0.7468 data: 0.0002 max mem: 29860 [07:46:31.511833] Epoch: [66] [ 340/2904] eta: 0:34:05 lr: 0.002393 loss: 0.1988 (0.2053) loss_rec_all: 0.2251 (0.2310) loss_rec_sfr: 0.2967 (0.3124) loss_cl: -0.2800 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [07:46:46.429102] Epoch: [66] [ 360/2904] eta: 0:33:42 lr: 0.002393 loss: 0.1958 (0.2053) loss_rec_all: 0.2220 (0.2310) loss_rec_sfr: 0.2839 (0.3122) loss_cl: -0.2801 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [07:47:01.496864] Epoch: [66] [ 380/2904] eta: 0:33:21 lr: 0.002393 loss: 0.2009 (0.2058) loss_rec_all: 0.2267 (0.2315) loss_rec_sfr: 0.2823 (0.3132) loss_cl: -0.2787 (-0.2788) time: 0.7533 data: 0.0002 max mem: 29860 [07:47:16.416367] Epoch: [66] [ 400/2904] eta: 0:32:59 lr: 0.002393 loss: 0.1997 (0.2058) loss_rec_all: 0.2257 (0.2315) loss_rec_sfr: 0.2786 (0.3126) loss_cl: -0.2779 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [07:47:31.339965] Epoch: [66] [ 420/2904] eta: 0:32:38 lr: 0.002393 loss: 0.1931 (0.2054) loss_rec_all: 0.2190 (0.2311) loss_rec_sfr: 0.2791 (0.3116) loss_cl: -0.2780 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [07:47:46.259926] Epoch: [66] [ 440/2904] eta: 0:32:17 lr: 0.002393 loss: 0.1974 (0.2054) loss_rec_all: 0.2230 (0.2311) loss_rec_sfr: 0.3079 (0.3117) loss_cl: -0.2780 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [07:48:01.178570] Epoch: [66] [ 460/2904] eta: 0:31:57 lr: 0.002393 loss: 0.2013 (0.2055) loss_rec_all: 0.2269 (0.2312) loss_rec_sfr: 0.2843 (0.3113) loss_cl: -0.2789 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [07:48:16.099496] Epoch: [66] [ 480/2904] eta: 0:31:38 lr: 0.002393 loss: 0.1997 (0.2055) loss_rec_all: 0.2252 (0.2312) loss_rec_sfr: 0.3119 (0.3116) loss_cl: -0.2788 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [07:48:31.017365] Epoch: [66] [ 500/2904] eta: 0:31:19 lr: 0.002393 loss: 0.2057 (0.2059) loss_rec_all: 0.2313 (0.2316) loss_rec_sfr: 0.2925 (0.3127) loss_cl: -0.2795 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [07:48:45.934335] Epoch: [66] [ 520/2904] eta: 0:31:00 lr: 0.002393 loss: 0.1988 (0.2059) loss_rec_all: 0.2244 (0.2316) loss_rec_sfr: 0.2913 (0.3126) loss_cl: -0.2790 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [07:49:00.863419] Epoch: [66] [ 540/2904] eta: 0:30:41 lr: 0.002393 loss: 0.1972 (0.2058) loss_rec_all: 0.2226 (0.2315) loss_rec_sfr: 0.2982 (0.3126) loss_cl: -0.2781 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [07:49:15.789474] Epoch: [66] [ 560/2904] eta: 0:30:23 lr: 0.002393 loss: 0.1963 (0.2058) loss_rec_all: 0.2219 (0.2315) loss_rec_sfr: 0.2899 (0.3124) loss_cl: -0.2779 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [07:49:30.712546] Epoch: [66] [ 580/2904] eta: 0:30:05 lr: 0.002393 loss: 0.1960 (0.2058) loss_rec_all: 0.2215 (0.2315) loss_rec_sfr: 0.2737 (0.3125) loss_cl: -0.2783 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [07:49:45.635567] Epoch: [66] [ 600/2904] eta: 0:29:47 lr: 0.002393 loss: 0.1958 (0.2056) loss_rec_all: 0.2216 (0.2313) loss_rec_sfr: 0.2790 (0.3118) loss_cl: -0.2801 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [07:50:00.556179] Epoch: [66] [ 620/2904] eta: 0:29:29 lr: 0.002393 loss: 0.1989 (0.2058) loss_rec_all: 0.2250 (0.2315) loss_rec_sfr: 0.3190 (0.3124) loss_cl: -0.2791 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [07:50:15.477758] Epoch: [66] [ 640/2904] eta: 0:29:12 lr: 0.002393 loss: 0.1993 (0.2060) loss_rec_all: 0.2249 (0.2316) loss_rec_sfr: 0.3106 (0.3130) loss_cl: -0.2775 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [07:50:30.398796] Epoch: [66] [ 660/2904] eta: 0:28:54 lr: 0.002393 loss: 0.1981 (0.2059) loss_rec_all: 0.2240 (0.2316) loss_rec_sfr: 0.3040 (0.3128) loss_cl: -0.2778 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [07:50:45.325575] Epoch: [66] [ 680/2904] eta: 0:28:37 lr: 0.002393 loss: 0.1989 (0.2058) loss_rec_all: 0.2246 (0.2315) loss_rec_sfr: 0.2846 (0.3123) loss_cl: -0.2804 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [07:51:00.246338] Epoch: [66] [ 700/2904] eta: 0:28:20 lr: 0.002393 loss: 0.2011 (0.2060) loss_rec_all: 0.2266 (0.2317) loss_rec_sfr: 0.2882 (0.3128) loss_cl: -0.2792 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [07:51:15.164306] Epoch: [66] [ 720/2904] eta: 0:28:03 lr: 0.002393 loss: 0.1985 (0.2060) loss_rec_all: 0.2244 (0.2317) loss_rec_sfr: 0.2750 (0.3128) loss_cl: -0.2788 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [07:51:30.083326] Epoch: [66] [ 740/2904] eta: 0:27:46 lr: 0.002393 loss: 0.1965 (0.2059) loss_rec_all: 0.2223 (0.2316) loss_rec_sfr: 0.2686 (0.3122) loss_cl: -0.2786 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [07:51:45.009126] Epoch: [66] [ 760/2904] eta: 0:27:29 lr: 0.002393 loss: 0.1968 (0.2060) loss_rec_all: 0.2229 (0.2317) loss_rec_sfr: 0.2721 (0.3123) loss_cl: -0.2789 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [07:51:59.933811] Epoch: [66] [ 780/2904] eta: 0:27:13 lr: 0.002393 loss: 0.2014 (0.2062) loss_rec_all: 0.2268 (0.2319) loss_rec_sfr: 0.3011 (0.3128) loss_cl: -0.2785 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [07:52:14.860246] Epoch: [66] [ 800/2904] eta: 0:26:56 lr: 0.002393 loss: 0.2038 (0.2064) loss_rec_all: 0.2297 (0.2321) loss_rec_sfr: 0.2933 (0.3132) loss_cl: -0.2789 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [07:52:29.781098] Epoch: [66] [ 820/2904] eta: 0:26:40 lr: 0.002393 loss: 0.1951 (0.2063) loss_rec_all: 0.2213 (0.2319) loss_rec_sfr: 0.2616 (0.3126) loss_cl: -0.2789 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [07:52:44.707098] Epoch: [66] [ 840/2904] eta: 0:26:23 lr: 0.002393 loss: 0.1986 (0.2065) loss_rec_all: 0.2246 (0.2322) loss_rec_sfr: 0.3146 (0.3135) loss_cl: -0.2784 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [07:52:59.630986] Epoch: [66] [ 860/2904] eta: 0:26:07 lr: 0.002393 loss: 0.2029 (0.2067) loss_rec_all: 0.2285 (0.2323) loss_rec_sfr: 0.3024 (0.3139) loss_cl: -0.2791 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [07:53:14.556498] Epoch: [66] [ 880/2904] eta: 0:25:51 lr: 0.002393 loss: 0.1951 (0.2068) loss_rec_all: 0.2208 (0.2324) loss_rec_sfr: 0.2858 (0.3142) loss_cl: -0.2790 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [07:53:29.487376] Epoch: [66] [ 900/2904] eta: 0:25:34 lr: 0.002393 loss: 0.1978 (0.2067) loss_rec_all: 0.2236 (0.2324) loss_rec_sfr: 0.2806 (0.3138) loss_cl: -0.2788 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [07:53:44.416198] Epoch: [66] [ 920/2904] eta: 0:25:18 lr: 0.002393 loss: 0.1992 (0.2067) loss_rec_all: 0.2252 (0.2324) loss_rec_sfr: 0.2898 (0.3139) loss_cl: -0.2782 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [07:53:59.344744] Epoch: [66] [ 940/2904] eta: 0:25:02 lr: 0.002393 loss: 0.1945 (0.2066) loss_rec_all: 0.2204 (0.2323) loss_rec_sfr: 0.3078 (0.3138) loss_cl: -0.2786 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [07:54:14.272263] Epoch: [66] [ 960/2904] eta: 0:24:46 lr: 0.002393 loss: 0.1973 (0.2065) loss_rec_all: 0.2234 (0.2322) loss_rec_sfr: 0.3023 (0.3137) loss_cl: -0.2791 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [07:54:29.192908] Epoch: [66] [ 980/2904] eta: 0:24:30 lr: 0.002393 loss: 0.1990 (0.2066) loss_rec_all: 0.2249 (0.2323) loss_rec_sfr: 0.3158 (0.3138) loss_cl: -0.2787 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [07:54:44.118443] Epoch: [66] [1000/2904] eta: 0:24:14 lr: 0.002393 loss: 0.1974 (0.2066) loss_rec_all: 0.2230 (0.2323) loss_rec_sfr: 0.3153 (0.3140) loss_cl: -0.2783 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [07:54:59.047082] Epoch: [66] [1020/2904] eta: 0:23:58 lr: 0.002393 loss: 0.1972 (0.2066) loss_rec_all: 0.2229 (0.2323) loss_rec_sfr: 0.3063 (0.3139) loss_cl: -0.2787 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [07:55:13.981189] Epoch: [66] [1040/2904] eta: 0:23:42 lr: 0.002393 loss: 0.2008 (0.2067) loss_rec_all: 0.2269 (0.2323) loss_rec_sfr: 0.2838 (0.3139) loss_cl: -0.2792 (-0.2787) time: 0.7467 data: 0.0002 max mem: 29860 [07:55:28.905488] Epoch: [66] [1060/2904] eta: 0:23:26 lr: 0.002393 loss: 0.1962 (0.2067) loss_rec_all: 0.2219 (0.2324) loss_rec_sfr: 0.2854 (0.3141) loss_cl: -0.2785 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [07:55:43.824512] Epoch: [66] [1080/2904] eta: 0:23:11 lr: 0.002393 loss: 0.1964 (0.2069) loss_rec_all: 0.2223 (0.2325) loss_rec_sfr: 0.3129 (0.3145) loss_cl: -0.2778 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [07:55:58.741945] Epoch: [66] [1100/2904] eta: 0:22:55 lr: 0.002393 loss: 0.1957 (0.2068) loss_rec_all: 0.2215 (0.2324) loss_rec_sfr: 0.2783 (0.3142) loss_cl: -0.2786 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [07:56:13.669893] Epoch: [66] [1120/2904] eta: 0:22:39 lr: 0.002393 loss: 0.1965 (0.2067) loss_rec_all: 0.2223 (0.2324) loss_rec_sfr: 0.3063 (0.3143) loss_cl: -0.2798 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [07:56:28.596510] Epoch: [66] [1140/2904] eta: 0:22:23 lr: 0.002393 loss: 0.1991 (0.2068) loss_rec_all: 0.2252 (0.2325) loss_rec_sfr: 0.3083 (0.3146) loss_cl: -0.2789 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [07:56:43.534712] Epoch: [66] [1160/2904] eta: 0:22:08 lr: 0.002393 loss: 0.1967 (0.2067) loss_rec_all: 0.2230 (0.2324) loss_rec_sfr: 0.2747 (0.3143) loss_cl: -0.2782 (-0.2787) time: 0.7469 data: 0.0002 max mem: 29860 [07:56:58.462023] Epoch: [66] [1180/2904] eta: 0:21:52 lr: 0.002393 loss: 0.1958 (0.2067) loss_rec_all: 0.2217 (0.2323) loss_rec_sfr: 0.2727 (0.3140) loss_cl: -0.2789 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [07:57:13.384898] Epoch: [66] [1200/2904] eta: 0:21:36 lr: 0.002393 loss: 0.1966 (0.2067) loss_rec_all: 0.2226 (0.2324) loss_rec_sfr: 0.3023 (0.3143) loss_cl: -0.2787 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [07:57:28.304805] Epoch: [66] [1220/2904] eta: 0:21:21 lr: 0.002393 loss: 0.1936 (0.2067) loss_rec_all: 0.2193 (0.2323) loss_rec_sfr: 0.2838 (0.3140) loss_cl: -0.2786 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [07:57:43.224924] Epoch: [66] [1240/2904] eta: 0:21:05 lr: 0.002393 loss: 0.1975 (0.2067) loss_rec_all: 0.2233 (0.2323) loss_rec_sfr: 0.3067 (0.3141) loss_cl: -0.2787 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [07:57:58.144027] Epoch: [66] [1260/2904] eta: 0:20:49 lr: 0.002393 loss: 0.1982 (0.2067) loss_rec_all: 0.2245 (0.2324) loss_rec_sfr: 0.3208 (0.3142) loss_cl: -0.2792 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [07:58:13.064240] Epoch: [66] [1280/2904] eta: 0:20:34 lr: 0.002393 loss: 0.1971 (0.2067) loss_rec_all: 0.2229 (0.2323) loss_rec_sfr: 0.2904 (0.3141) loss_cl: -0.2793 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [07:58:27.985972] Epoch: [66] [1300/2904] eta: 0:20:18 lr: 0.002393 loss: 0.1946 (0.2066) loss_rec_all: 0.2202 (0.2323) loss_rec_sfr: 0.2956 (0.3141) loss_cl: -0.2790 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [07:58:42.907311] Epoch: [66] [1320/2904] eta: 0:20:03 lr: 0.002393 loss: 0.1953 (0.2066) loss_rec_all: 0.2219 (0.2323) loss_rec_sfr: 0.3080 (0.3141) loss_cl: -0.2791 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [07:58:57.837845] Epoch: [66] [1340/2904] eta: 0:19:47 lr: 0.002393 loss: 0.1949 (0.2066) loss_rec_all: 0.2206 (0.2322) loss_rec_sfr: 0.2917 (0.3140) loss_cl: -0.2774 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [07:59:12.756987] Epoch: [66] [1360/2904] eta: 0:19:32 lr: 0.002393 loss: 0.2051 (0.2066) loss_rec_all: 0.2311 (0.2323) loss_rec_sfr: 0.3073 (0.3142) loss_cl: -0.2795 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [07:59:27.679115] Epoch: [66] [1380/2904] eta: 0:19:16 lr: 0.002393 loss: 0.2003 (0.2068) loss_rec_all: 0.2263 (0.2325) loss_rec_sfr: 0.2877 (0.3146) loss_cl: -0.2798 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [07:59:42.597008] Epoch: [66] [1400/2904] eta: 0:19:01 lr: 0.002393 loss: 0.2005 (0.2069) loss_rec_all: 0.2267 (0.2326) loss_rec_sfr: 0.3070 (0.3149) loss_cl: -0.2786 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [07:59:57.523465] Epoch: [66] [1420/2904] eta: 0:18:45 lr: 0.002393 loss: 0.1985 (0.2069) loss_rec_all: 0.2246 (0.2326) loss_rec_sfr: 0.2846 (0.3147) loss_cl: -0.2788 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [08:00:12.454489] Epoch: [66] [1440/2904] eta: 0:18:30 lr: 0.002393 loss: 0.1953 (0.2068) loss_rec_all: 0.2209 (0.2325) loss_rec_sfr: 0.3054 (0.3144) loss_cl: -0.2783 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [08:00:27.379157] Epoch: [66] [1460/2904] eta: 0:18:15 lr: 0.002393 loss: 0.1953 (0.2068) loss_rec_all: 0.2212 (0.2324) loss_rec_sfr: 0.2602 (0.3142) loss_cl: -0.2776 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [08:00:42.307435] Epoch: [66] [1480/2904] eta: 0:17:59 lr: 0.002393 loss: 0.1966 (0.2069) loss_rec_all: 0.2225 (0.2325) loss_rec_sfr: 0.2849 (0.3145) loss_cl: -0.2781 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [08:00:57.241506] Epoch: [66] [1500/2904] eta: 0:17:44 lr: 0.002393 loss: 0.1941 (0.2068) loss_rec_all: 0.2207 (0.2325) loss_rec_sfr: 0.3052 (0.3145) loss_cl: -0.2794 (-0.2787) time: 0.7467 data: 0.0002 max mem: 29860 [08:01:12.168983] Epoch: [66] [1520/2904] eta: 0:17:28 lr: 0.002393 loss: 0.1937 (0.2068) loss_rec_all: 0.2193 (0.2325) loss_rec_sfr: 0.3049 (0.3145) loss_cl: -0.2794 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [08:01:27.097896] Epoch: [66] [1540/2904] eta: 0:17:13 lr: 0.002393 loss: 0.1973 (0.2067) loss_rec_all: 0.2233 (0.2324) loss_rec_sfr: 0.2900 (0.3143) loss_cl: -0.2792 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [08:01:42.020290] Epoch: [66] [1560/2904] eta: 0:16:58 lr: 0.002393 loss: 0.2010 (0.2068) loss_rec_all: 0.2267 (0.2325) loss_rec_sfr: 0.3068 (0.3145) loss_cl: -0.2784 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [08:01:56.948763] Epoch: [66] [1580/2904] eta: 0:16:42 lr: 0.002393 loss: 0.1985 (0.2069) loss_rec_all: 0.2242 (0.2326) loss_rec_sfr: 0.3087 (0.3148) loss_cl: -0.2789 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [08:02:11.872917] Epoch: [66] [1600/2904] eta: 0:16:27 lr: 0.002393 loss: 0.1970 (0.2069) loss_rec_all: 0.2228 (0.2325) loss_rec_sfr: 0.3058 (0.3148) loss_cl: -0.2789 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [08:02:26.801716] Epoch: [66] [1620/2904] eta: 0:16:12 lr: 0.002393 loss: 0.1991 (0.2070) loss_rec_all: 0.2251 (0.2326) loss_rec_sfr: 0.2962 (0.3151) loss_cl: -0.2790 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [08:02:41.735526] Epoch: [66] [1640/2904] eta: 0:15:56 lr: 0.002393 loss: 0.2010 (0.2072) loss_rec_all: 0.2267 (0.2328) loss_rec_sfr: 0.3124 (0.3156) loss_cl: -0.2798 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [08:02:56.661661] Epoch: [66] [1660/2904] eta: 0:15:41 lr: 0.002393 loss: 0.2059 (0.2073) loss_rec_all: 0.2321 (0.2330) loss_rec_sfr: 0.3071 (0.3160) loss_cl: -0.2796 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [08:03:11.596077] Epoch: [66] [1680/2904] eta: 0:15:26 lr: 0.002393 loss: 0.1946 (0.2072) loss_rec_all: 0.2200 (0.2329) loss_rec_sfr: 0.2915 (0.3157) loss_cl: -0.2786 (-0.2787) time: 0.7467 data: 0.0002 max mem: 29860 [08:03:26.525690] Epoch: [66] [1700/2904] eta: 0:15:11 lr: 0.002393 loss: 0.1991 (0.2072) loss_rec_all: 0.2250 (0.2329) loss_rec_sfr: 0.3070 (0.3157) loss_cl: -0.2777 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [08:03:41.445045] Epoch: [66] [1720/2904] eta: 0:14:55 lr: 0.002393 loss: 0.1982 (0.2072) loss_rec_all: 0.2238 (0.2329) loss_rec_sfr: 0.2849 (0.3156) loss_cl: -0.2783 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [08:03:56.365583] Epoch: [66] [1740/2904] eta: 0:14:40 lr: 0.002393 loss: 0.1984 (0.2073) loss_rec_all: 0.2245 (0.2330) loss_rec_sfr: 0.3122 (0.3158) loss_cl: -0.2791 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [08:04:11.286608] Epoch: [66] [1760/2904] eta: 0:14:25 lr: 0.002393 loss: 0.1972 (0.2074) loss_rec_all: 0.2229 (0.2330) loss_rec_sfr: 0.2846 (0.3158) loss_cl: -0.2784 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [08:04:26.206914] Epoch: [66] [1780/2904] eta: 0:14:09 lr: 0.002393 loss: 0.1961 (0.2074) loss_rec_all: 0.2224 (0.2330) loss_rec_sfr: 0.2990 (0.3158) loss_cl: -0.2795 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [08:04:41.129703] Epoch: [66] [1800/2904] eta: 0:13:54 lr: 0.002393 loss: 0.2026 (0.2074) loss_rec_all: 0.2284 (0.2330) loss_rec_sfr: 0.2875 (0.3158) loss_cl: -0.2784 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [08:04:56.050002] Epoch: [66] [1820/2904] eta: 0:13:39 lr: 0.002393 loss: 0.1957 (0.2073) loss_rec_all: 0.2218 (0.2330) loss_rec_sfr: 0.2751 (0.3157) loss_cl: -0.2791 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [08:05:10.971679] Epoch: [66] [1840/2904] eta: 0:13:24 lr: 0.002393 loss: 0.1968 (0.2073) loss_rec_all: 0.2226 (0.2330) loss_rec_sfr: 0.2946 (0.3157) loss_cl: -0.2790 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [08:05:25.892138] Epoch: [66] [1860/2904] eta: 0:13:08 lr: 0.002393 loss: 0.1979 (0.2073) loss_rec_all: 0.2238 (0.2330) loss_rec_sfr: 0.3091 (0.3157) loss_cl: -0.2788 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [08:05:40.814135] Epoch: [66] [1880/2904] eta: 0:12:53 lr: 0.002393 loss: 0.2006 (0.2074) loss_rec_all: 0.2265 (0.2330) loss_rec_sfr: 0.3212 (0.3159) loss_cl: -0.2788 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [08:05:55.740845] Epoch: [66] [1900/2904] eta: 0:12:38 lr: 0.002393 loss: 0.1997 (0.2074) loss_rec_all: 0.2253 (0.2331) loss_rec_sfr: 0.2888 (0.3159) loss_cl: -0.2789 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [08:06:10.662731] Epoch: [66] [1920/2904] eta: 0:12:23 lr: 0.002393 loss: 0.1968 (0.2074) loss_rec_all: 0.2224 (0.2331) loss_rec_sfr: 0.3083 (0.3160) loss_cl: -0.2778 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [08:06:25.595336] Epoch: [66] [1940/2904] eta: 0:12:08 lr: 0.002393 loss: 0.1979 (0.2074) loss_rec_all: 0.2236 (0.2331) loss_rec_sfr: 0.2981 (0.3160) loss_cl: -0.2788 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [08:06:40.514479] Epoch: [66] [1960/2904] eta: 0:11:52 lr: 0.002393 loss: 0.1956 (0.2074) loss_rec_all: 0.2218 (0.2330) loss_rec_sfr: 0.2770 (0.3159) loss_cl: -0.2793 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [08:06:55.435549] Epoch: [66] [1980/2904] eta: 0:11:37 lr: 0.002393 loss: 0.1947 (0.2074) loss_rec_all: 0.2207 (0.2331) loss_rec_sfr: 0.2872 (0.3160) loss_cl: -0.2791 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [08:07:10.359923] Epoch: [66] [2000/2904] eta: 0:11:22 lr: 0.002393 loss: 0.1982 (0.2074) loss_rec_all: 0.2242 (0.2330) loss_rec_sfr: 0.2837 (0.3159) loss_cl: -0.2785 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [08:07:25.286965] Epoch: [66] [2020/2904] eta: 0:11:07 lr: 0.002393 loss: 0.1971 (0.2074) loss_rec_all: 0.2227 (0.2330) loss_rec_sfr: 0.2848 (0.3158) loss_cl: -0.2777 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [08:07:40.210899] Epoch: [66] [2040/2904] eta: 0:10:52 lr: 0.002393 loss: 0.1964 (0.2073) loss_rec_all: 0.2220 (0.2330) loss_rec_sfr: 0.2998 (0.3157) loss_cl: -0.2792 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [08:07:55.136828] Epoch: [66] [2060/2904] eta: 0:10:37 lr: 0.002393 loss: 0.2000 (0.2073) loss_rec_all: 0.2257 (0.2330) loss_rec_sfr: 0.2905 (0.3156) loss_cl: -0.2797 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [08:08:10.056746] Epoch: [66] [2080/2904] eta: 0:10:21 lr: 0.002393 loss: 0.1983 (0.2073) loss_rec_all: 0.2239 (0.2330) loss_rec_sfr: 0.3156 (0.3157) loss_cl: -0.2795 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [08:08:24.981532] Epoch: [66] [2100/2904] eta: 0:10:06 lr: 0.002393 loss: 0.1955 (0.2072) loss_rec_all: 0.2213 (0.2329) loss_rec_sfr: 0.3098 (0.3156) loss_cl: -0.2785 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [08:08:39.906108] Epoch: [66] [2120/2904] eta: 0:09:51 lr: 0.002393 loss: 0.2044 (0.2073) loss_rec_all: 0.2303 (0.2330) loss_rec_sfr: 0.2907 (0.3158) loss_cl: -0.2783 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [08:08:54.820044] Epoch: [66] [2140/2904] eta: 0:09:36 lr: 0.002393 loss: 0.2003 (0.2074) loss_rec_all: 0.2260 (0.2330) loss_rec_sfr: 0.3073 (0.3159) loss_cl: -0.2786 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [08:09:09.736749] Epoch: [66] [2160/2904] eta: 0:09:21 lr: 0.002393 loss: 0.1961 (0.2074) loss_rec_all: 0.2217 (0.2331) loss_rec_sfr: 0.3116 (0.3162) loss_cl: -0.2780 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [08:09:24.652753] Epoch: [66] [2180/2904] eta: 0:09:06 lr: 0.002393 loss: 0.1993 (0.2074) loss_rec_all: 0.2248 (0.2331) loss_rec_sfr: 0.2867 (0.3161) loss_cl: -0.2788 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [08:09:39.571079] Epoch: [66] [2200/2904] eta: 0:08:50 lr: 0.002393 loss: 0.1949 (0.2074) loss_rec_all: 0.2207 (0.2331) loss_rec_sfr: 0.2854 (0.3160) loss_cl: -0.2797 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [08:09:54.482090] Epoch: [66] [2220/2904] eta: 0:08:35 lr: 0.002393 loss: 0.1947 (0.2074) loss_rec_all: 0.2207 (0.2330) loss_rec_sfr: 0.2713 (0.3158) loss_cl: -0.2790 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [08:10:09.395682] Epoch: [66] [2240/2904] eta: 0:08:20 lr: 0.002393 loss: 0.2027 (0.2074) loss_rec_all: 0.2288 (0.2331) loss_rec_sfr: 0.2894 (0.3160) loss_cl: -0.2785 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [08:10:24.312527] Epoch: [66] [2260/2904] eta: 0:08:05 lr: 0.002393 loss: 0.1990 (0.2074) loss_rec_all: 0.2246 (0.2331) loss_rec_sfr: 0.2806 (0.3159) loss_cl: -0.2789 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [08:10:39.230719] Epoch: [66] [2280/2904] eta: 0:07:50 lr: 0.002393 loss: 0.2009 (0.2074) loss_rec_all: 0.2270 (0.2331) loss_rec_sfr: 0.2819 (0.3158) loss_cl: -0.2789 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [08:10:54.153198] Epoch: [66] [2300/2904] eta: 0:07:35 lr: 0.002393 loss: 0.1984 (0.2074) loss_rec_all: 0.2240 (0.2331) loss_rec_sfr: 0.2899 (0.3158) loss_cl: -0.2789 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [08:11:09.077909] Epoch: [66] [2320/2904] eta: 0:07:20 lr: 0.002393 loss: 0.1966 (0.2075) loss_rec_all: 0.2224 (0.2332) loss_rec_sfr: 0.2992 (0.3160) loss_cl: -0.2787 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [08:11:23.998037] Epoch: [66] [2340/2904] eta: 0:07:05 lr: 0.002393 loss: 0.1976 (0.2075) loss_rec_all: 0.2237 (0.2332) loss_rec_sfr: 0.2731 (0.3159) loss_cl: -0.2783 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [08:11:38.918991] Epoch: [66] [2360/2904] eta: 0:06:49 lr: 0.002393 loss: 0.2044 (0.2076) loss_rec_all: 0.2302 (0.2333) loss_rec_sfr: 0.2933 (0.3162) loss_cl: -0.2781 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [08:11:53.833675] Epoch: [66] [2380/2904] eta: 0:06:34 lr: 0.002393 loss: 0.1971 (0.2076) loss_rec_all: 0.2232 (0.2333) loss_rec_sfr: 0.2778 (0.3162) loss_cl: -0.2783 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [08:12:08.733946] Epoch: [66] [2400/2904] eta: 0:06:19 lr: 0.002393 loss: 0.1951 (0.2076) loss_rec_all: 0.2210 (0.2333) loss_rec_sfr: 0.2641 (0.3160) loss_cl: -0.2785 (-0.2787) time: 0.7450 data: 0.0002 max mem: 29860 [08:12:23.652854] Epoch: [66] [2420/2904] eta: 0:06:04 lr: 0.002393 loss: 0.1987 (0.2077) loss_rec_all: 0.2245 (0.2333) loss_rec_sfr: 0.3231 (0.3163) loss_cl: -0.2798 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [08:12:38.572769] Epoch: [66] [2440/2904] eta: 0:05:49 lr: 0.002393 loss: 0.2026 (0.2077) loss_rec_all: 0.2286 (0.2334) loss_rec_sfr: 0.3151 (0.3165) loss_cl: -0.2793 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [08:12:53.491094] Epoch: [66] [2460/2904] eta: 0:05:34 lr: 0.002393 loss: 0.1966 (0.2076) loss_rec_all: 0.2226 (0.2333) loss_rec_sfr: 0.2736 (0.3162) loss_cl: -0.2803 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [08:13:08.402486] Epoch: [66] [2480/2904] eta: 0:05:19 lr: 0.002393 loss: 0.1956 (0.2077) loss_rec_all: 0.2212 (0.2334) loss_rec_sfr: 0.3101 (0.3164) loss_cl: -0.2788 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [08:13:23.324041] Epoch: [66] [2500/2904] eta: 0:05:04 lr: 0.002393 loss: 0.1961 (0.2076) loss_rec_all: 0.2222 (0.2333) loss_rec_sfr: 0.2374 (0.3160) loss_cl: -0.2782 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [08:13:38.249510] Epoch: [66] [2520/2904] eta: 0:04:49 lr: 0.002393 loss: 0.2010 (0.2077) loss_rec_all: 0.2262 (0.2334) loss_rec_sfr: 0.2992 (0.3162) loss_cl: -0.2779 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [08:13:53.165557] Epoch: [66] [2540/2904] eta: 0:04:34 lr: 0.002393 loss: 0.2010 (0.2078) loss_rec_all: 0.2266 (0.2334) loss_rec_sfr: 0.3150 (0.3163) loss_cl: -0.2776 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [08:14:08.078593] Epoch: [66] [2560/2904] eta: 0:04:19 lr: 0.002393 loss: 0.1987 (0.2078) loss_rec_all: 0.2249 (0.2334) loss_rec_sfr: 0.2737 (0.3163) loss_cl: -0.2786 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [08:14:22.989309] Epoch: [66] [2580/2904] eta: 0:04:03 lr: 0.002393 loss: 0.1974 (0.2078) loss_rec_all: 0.2230 (0.2334) loss_rec_sfr: 0.3164 (0.3164) loss_cl: -0.2793 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [08:14:37.909458] Epoch: [66] [2600/2904] eta: 0:03:48 lr: 0.002393 loss: 0.2001 (0.2078) loss_rec_all: 0.2261 (0.2335) loss_rec_sfr: 0.2841 (0.3165) loss_cl: -0.2802 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [08:14:52.826162] Epoch: [66] [2620/2904] eta: 0:03:33 lr: 0.002393 loss: 0.1961 (0.2079) loss_rec_all: 0.2219 (0.2335) loss_rec_sfr: 0.3083 (0.3167) loss_cl: -0.2793 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [08:15:07.742699] Epoch: [66] [2640/2904] eta: 0:03:18 lr: 0.002393 loss: 0.2022 (0.2079) loss_rec_all: 0.2282 (0.2336) loss_rec_sfr: 0.2924 (0.3168) loss_cl: -0.2785 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [08:15:22.657820] Epoch: [66] [2660/2904] eta: 0:03:03 lr: 0.002393 loss: 0.1993 (0.2080) loss_rec_all: 0.2249 (0.2336) loss_rec_sfr: 0.2995 (0.3170) loss_cl: -0.2784 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [08:15:37.576730] Epoch: [66] [2680/2904] eta: 0:02:48 lr: 0.002393 loss: 0.1966 (0.2079) loss_rec_all: 0.2222 (0.2336) loss_rec_sfr: 0.2798 (0.3168) loss_cl: -0.2780 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [08:15:52.490436] Epoch: [66] [2700/2904] eta: 0:02:33 lr: 0.002393 loss: 0.1965 (0.2079) loss_rec_all: 0.2222 (0.2335) loss_rec_sfr: 0.2754 (0.3167) loss_cl: -0.2796 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [08:16:07.406965] Epoch: [66] [2720/2904] eta: 0:02:18 lr: 0.002393 loss: 0.1987 (0.2079) loss_rec_all: 0.2247 (0.2336) loss_rec_sfr: 0.3055 (0.3168) loss_cl: -0.2793 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [08:16:22.325732] Epoch: [66] [2740/2904] eta: 0:02:03 lr: 0.002393 loss: 0.1953 (0.2079) loss_rec_all: 0.2210 (0.2335) loss_rec_sfr: 0.2890 (0.3167) loss_cl: -0.2782 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [08:16:37.252671] Epoch: [66] [2760/2904] eta: 0:01:48 lr: 0.002393 loss: 0.1972 (0.2079) loss_rec_all: 0.2229 (0.2335) loss_rec_sfr: 0.2957 (0.3167) loss_cl: -0.2792 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [08:16:52.177674] Epoch: [66] [2780/2904] eta: 0:01:33 lr: 0.002393 loss: 0.2007 (0.2079) loss_rec_all: 0.2267 (0.2336) loss_rec_sfr: 0.3145 (0.3168) loss_cl: -0.2797 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [08:17:07.099962] Epoch: [66] [2800/2904] eta: 0:01:18 lr: 0.002393 loss: 0.1975 (0.2079) loss_rec_all: 0.2232 (0.2335) loss_rec_sfr: 0.2938 (0.3167) loss_cl: -0.2794 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [08:17:22.022885] Epoch: [66] [2820/2904] eta: 0:01:03 lr: 0.002393 loss: 0.1992 (0.2079) loss_rec_all: 0.2253 (0.2335) loss_rec_sfr: 0.2841 (0.3167) loss_cl: -0.2785 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [08:17:36.979919] Epoch: [66] [2840/2904] eta: 0:00:48 lr: 0.002393 loss: 0.1953 (0.2079) loss_rec_all: 0.2209 (0.2335) loss_rec_sfr: 0.2993 (0.3167) loss_cl: -0.2782 (-0.2787) time: 0.7478 data: 0.0026 max mem: 29860 [08:17:51.890515] Epoch: [66] [2860/2904] eta: 0:00:33 lr: 0.002393 loss: 0.1957 (0.2078) loss_rec_all: 0.2213 (0.2335) loss_rec_sfr: 0.3031 (0.3167) loss_cl: -0.2795 (-0.2787) time: 0.7455 data: 0.0001 max mem: 29860 [08:18:06.796395] Epoch: [66] [2880/2904] eta: 0:00:18 lr: 0.002393 loss: 0.1993 (0.2078) loss_rec_all: 0.2254 (0.2335) loss_rec_sfr: 0.2840 (0.3166) loss_cl: -0.2793 (-0.2787) time: 0.7453 data: 0.0001 max mem: 29860 [08:18:21.700903] Epoch: [66] [2900/2904] eta: 0:00:03 lr: 0.002393 loss: 0.2006 (0.2079) loss_rec_all: 0.2267 (0.2335) loss_rec_sfr: 0.2829 (0.3167) loss_cl: -0.2786 (-0.2787) time: 0.7452 data: 0.0001 max mem: 29860 [08:18:23.944530] Epoch: [66] [2903/2904] eta: 0:00:00 lr: 0.002393 loss: 0.2006 (0.2079) loss_rec_all: 0.2266 (0.2335) loss_rec_sfr: 0.2829 (0.3166) loss_cl: -0.2786 (-0.2787) time: 0.7452 data: 0.0001 max mem: 29860 [08:18:26.050999] Epoch: [66] Total time: 0:36:26 (0.7530 s / it) [08:18:26.079009] Averaged stats: lr: 0.002393 loss: 0.2006 (0.2100) loss_rec_all: 0.2266 (0.2334) loss_rec_sfr: 0.2829 (0.3157) loss_cl: -0.2786 (-0.2554) [08:18:26.083618] log_dir: ./checkpoint/VF2_ViT-B [08:18:43.383795] Epoch: [67] [ 0/2904] eta: 13:57:17 lr: 0.002393 loss: 0.2491 (0.2491) loss_rec_all: 0.2736 (0.2736) loss_rec_sfr: 0.4704 (0.4704) loss_cl: -0.2786 (-0.2786) time: 17.2995 data: 11.8560 max mem: 29860 [08:19:00.021106] Epoch: [67] [ 20/2904] eta: 1:17:40 lr: 0.002393 loss: 0.2002 (0.2086) loss_rec_all: 0.2258 (0.2342) loss_rec_sfr: 0.2875 (0.3195) loss_cl: -0.2791 (-0.2784) time: 0.8318 data: 0.0342 max mem: 29860 [08:19:14.902715] Epoch: [67] [ 40/2904] eta: 0:56:50 lr: 0.002393 loss: 0.1989 (0.2096) loss_rec_all: 0.2247 (0.2352) loss_rec_sfr: 0.3089 (0.3198) loss_cl: -0.2787 (-0.2785) time: 0.7440 data: 0.0002 max mem: 29860 [08:19:29.783208] Epoch: [67] [ 60/2904] eta: 0:49:29 lr: 0.002393 loss: 0.1996 (0.2082) loss_rec_all: 0.2250 (0.2338) loss_rec_sfr: 0.2906 (0.3169) loss_cl: -0.2790 (-0.2786) time: 0.7440 data: 0.0002 max mem: 29860 [08:19:44.675325] Epoch: [67] [ 80/2904] eta: 0:45:39 lr: 0.002393 loss: 0.1982 (0.2071) loss_rec_all: 0.2239 (0.2327) loss_rec_sfr: 0.3024 (0.3159) loss_cl: -0.2786 (-0.2786) time: 0.7446 data: 0.0002 max mem: 29860 [08:19:59.586327] Epoch: [67] [ 100/2904] eta: 0:43:15 lr: 0.002393 loss: 0.1972 (0.2067) loss_rec_all: 0.2227 (0.2324) loss_rec_sfr: 0.2893 (0.3142) loss_cl: -0.2787 (-0.2786) time: 0.7455 data: 0.0002 max mem: 29860 [08:20:14.508884] Epoch: [67] [ 120/2904] eta: 0:41:34 lr: 0.002393 loss: 0.1998 (0.2071) loss_rec_all: 0.2253 (0.2327) loss_rec_sfr: 0.2911 (0.3137) loss_cl: -0.2784 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [08:20:29.431975] Epoch: [67] [ 140/2904] eta: 0:40:17 lr: 0.002393 loss: 0.1938 (0.2061) loss_rec_all: 0.2193 (0.2317) loss_rec_sfr: 0.2915 (0.3113) loss_cl: -0.2783 (-0.2785) time: 0.7461 data: 0.0002 max mem: 29860 [08:20:44.352740] Epoch: [67] [ 160/2904] eta: 0:39:16 lr: 0.002393 loss: 0.1932 (0.2056) loss_rec_all: 0.2192 (0.2313) loss_rec_sfr: 0.2783 (0.3089) loss_cl: -0.2794 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [08:20:59.276037] Epoch: [67] [ 180/2904] eta: 0:38:25 lr: 0.002392 loss: 0.1972 (0.2058) loss_rec_all: 0.2229 (0.2315) loss_rec_sfr: 0.2858 (0.3094) loss_cl: -0.2794 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [08:21:14.189743] Epoch: [67] [ 200/2904] eta: 0:37:41 lr: 0.002392 loss: 0.1966 (0.2052) loss_rec_all: 0.2228 (0.2309) loss_rec_sfr: 0.2755 (0.3069) loss_cl: -0.2800 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [08:21:29.109192] Epoch: [67] [ 220/2904] eta: 0:37:02 lr: 0.002392 loss: 0.1978 (0.2051) loss_rec_all: 0.2237 (0.2308) loss_rec_sfr: 0.2996 (0.3069) loss_cl: -0.2798 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [08:21:44.029157] Epoch: [67] [ 240/2904] eta: 0:36:27 lr: 0.002392 loss: 0.1956 (0.2050) loss_rec_all: 0.2211 (0.2308) loss_rec_sfr: 0.3065 (0.3079) loss_cl: -0.2779 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [08:21:58.948881] Epoch: [67] [ 260/2904] eta: 0:35:56 lr: 0.002392 loss: 0.1926 (0.2052) loss_rec_all: 0.2187 (0.2309) loss_rec_sfr: 0.2907 (0.3085) loss_cl: -0.2786 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [08:22:13.885988] Epoch: [67] [ 280/2904] eta: 0:35:27 lr: 0.002392 loss: 0.1929 (0.2049) loss_rec_all: 0.2192 (0.2307) loss_rec_sfr: 0.2912 (0.3078) loss_cl: -0.2784 (-0.2787) time: 0.7468 data: 0.0002 max mem: 29860 [08:22:28.802718] Epoch: [67] [ 300/2904] eta: 0:34:59 lr: 0.002392 loss: 0.2005 (0.2057) loss_rec_all: 0.2267 (0.2314) loss_rec_sfr: 0.2969 (0.3100) loss_cl: -0.2792 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [08:22:43.874664] Epoch: [67] [ 320/2904] eta: 0:34:35 lr: 0.002392 loss: 0.1975 (0.2061) loss_rec_all: 0.2234 (0.2318) loss_rec_sfr: 0.2860 (0.3107) loss_cl: -0.2787 (-0.2787) time: 0.7536 data: 0.0002 max mem: 29860 [08:22:58.789294] Epoch: [67] [ 340/2904] eta: 0:34:10 lr: 0.002392 loss: 0.1954 (0.2065) loss_rec_all: 0.2211 (0.2321) loss_rec_sfr: 0.2905 (0.3119) loss_cl: -0.2787 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [08:23:13.724101] Epoch: [67] [ 360/2904] eta: 0:33:46 lr: 0.002392 loss: 0.1948 (0.2061) loss_rec_all: 0.2207 (0.2318) loss_rec_sfr: 0.3054 (0.3116) loss_cl: -0.2783 (-0.2787) time: 0.7467 data: 0.0002 max mem: 29860 [08:23:28.641845] Epoch: [67] [ 380/2904] eta: 0:33:24 lr: 0.002392 loss: 0.1952 (0.2058) loss_rec_all: 0.2209 (0.2315) loss_rec_sfr: 0.2870 (0.3105) loss_cl: -0.2788 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [08:23:43.556209] Epoch: [67] [ 400/2904] eta: 0:33:02 lr: 0.002392 loss: 0.1957 (0.2058) loss_rec_all: 0.2217 (0.2315) loss_rec_sfr: 0.2903 (0.3107) loss_cl: -0.2789 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [08:23:58.475720] Epoch: [67] [ 420/2904] eta: 0:32:41 lr: 0.002392 loss: 0.1948 (0.2055) loss_rec_all: 0.2205 (0.2312) loss_rec_sfr: 0.2859 (0.3100) loss_cl: -0.2797 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [08:24:13.387926] Epoch: [67] [ 440/2904] eta: 0:32:20 lr: 0.002392 loss: 0.1995 (0.2059) loss_rec_all: 0.2255 (0.2316) loss_rec_sfr: 0.2898 (0.3109) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [08:24:28.296489] Epoch: [67] [ 460/2904] eta: 0:32:00 lr: 0.002392 loss: 0.1993 (0.2061) loss_rec_all: 0.2254 (0.2318) loss_rec_sfr: 0.3121 (0.3119) loss_cl: -0.2787 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [08:24:43.201551] Epoch: [67] [ 480/2904] eta: 0:31:40 lr: 0.002392 loss: 0.1969 (0.2062) loss_rec_all: 0.2226 (0.2319) loss_rec_sfr: 0.2894 (0.3118) loss_cl: -0.2783 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [08:24:58.112563] Epoch: [67] [ 500/2904] eta: 0:31:21 lr: 0.002392 loss: 0.2021 (0.2066) loss_rec_all: 0.2279 (0.2322) loss_rec_sfr: 0.2859 (0.3127) loss_cl: -0.2783 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [08:25:13.026625] Epoch: [67] [ 520/2904] eta: 0:31:01 lr: 0.002392 loss: 0.1940 (0.2064) loss_rec_all: 0.2201 (0.2321) loss_rec_sfr: 0.2735 (0.3119) loss_cl: -0.2791 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [08:25:27.938906] Epoch: [67] [ 540/2904] eta: 0:30:43 lr: 0.002392 loss: 0.1964 (0.2063) loss_rec_all: 0.2225 (0.2319) loss_rec_sfr: 0.3028 (0.3116) loss_cl: -0.2788 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [08:25:42.856981] Epoch: [67] [ 560/2904] eta: 0:30:24 lr: 0.002392 loss: 0.2005 (0.2066) loss_rec_all: 0.2262 (0.2323) loss_rec_sfr: 0.3131 (0.3128) loss_cl: -0.2793 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [08:25:57.776598] Epoch: [67] [ 580/2904] eta: 0:30:06 lr: 0.002392 loss: 0.1985 (0.2068) loss_rec_all: 0.2240 (0.2325) loss_rec_sfr: 0.2866 (0.3134) loss_cl: -0.2785 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [08:26:12.693842] Epoch: [67] [ 600/2904] eta: 0:29:48 lr: 0.002392 loss: 0.2061 (0.2073) loss_rec_all: 0.2320 (0.2330) loss_rec_sfr: 0.2901 (0.3145) loss_cl: -0.2785 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [08:26:27.606861] Epoch: [67] [ 620/2904] eta: 0:29:30 lr: 0.002392 loss: 0.1985 (0.2075) loss_rec_all: 0.2242 (0.2332) loss_rec_sfr: 0.3188 (0.3155) loss_cl: -0.2788 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [08:26:42.528541] Epoch: [67] [ 640/2904] eta: 0:29:13 lr: 0.002392 loss: 0.1972 (0.2076) loss_rec_all: 0.2229 (0.2333) loss_rec_sfr: 0.2949 (0.3158) loss_cl: -0.2795 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [08:26:57.451203] Epoch: [67] [ 660/2904] eta: 0:28:55 lr: 0.002392 loss: 0.2007 (0.2079) loss_rec_all: 0.2268 (0.2336) loss_rec_sfr: 0.3160 (0.3169) loss_cl: -0.2786 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [08:27:12.371405] Epoch: [67] [ 680/2904] eta: 0:28:38 lr: 0.002392 loss: 0.1994 (0.2080) loss_rec_all: 0.2248 (0.2337) loss_rec_sfr: 0.3068 (0.3175) loss_cl: -0.2778 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [08:27:27.288317] Epoch: [67] [ 700/2904] eta: 0:28:21 lr: 0.002392 loss: 0.1998 (0.2081) loss_rec_all: 0.2252 (0.2338) loss_rec_sfr: 0.3166 (0.3181) loss_cl: -0.2783 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [08:27:42.202245] Epoch: [67] [ 720/2904] eta: 0:28:04 lr: 0.002392 loss: 0.1991 (0.2080) loss_rec_all: 0.2248 (0.2336) loss_rec_sfr: 0.2897 (0.3176) loss_cl: -0.2789 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [08:27:57.116369] Epoch: [67] [ 740/2904] eta: 0:27:47 lr: 0.002392 loss: 0.1948 (0.2078) loss_rec_all: 0.2206 (0.2335) loss_rec_sfr: 0.2867 (0.3173) loss_cl: -0.2791 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [08:28:12.033397] Epoch: [67] [ 760/2904] eta: 0:27:30 lr: 0.002392 loss: 0.1950 (0.2079) loss_rec_all: 0.2210 (0.2336) loss_rec_sfr: 0.2897 (0.3176) loss_cl: -0.2785 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [08:28:26.942198] Epoch: [67] [ 780/2904] eta: 0:27:14 lr: 0.002392 loss: 0.1946 (0.2078) loss_rec_all: 0.2204 (0.2334) loss_rec_sfr: 0.2807 (0.3171) loss_cl: -0.2776 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [08:28:41.854847] Epoch: [67] [ 800/2904] eta: 0:26:57 lr: 0.002392 loss: 0.1955 (0.2076) loss_rec_all: 0.2213 (0.2333) loss_rec_sfr: 0.2668 (0.3163) loss_cl: -0.2798 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [08:28:56.770297] Epoch: [67] [ 820/2904] eta: 0:26:40 lr: 0.002392 loss: 0.1921 (0.2078) loss_rec_all: 0.2181 (0.2335) loss_rec_sfr: 0.2973 (0.3171) loss_cl: -0.2785 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [08:29:11.683977] Epoch: [67] [ 840/2904] eta: 0:26:24 lr: 0.002392 loss: 0.1970 (0.2078) loss_rec_all: 0.2228 (0.2334) loss_rec_sfr: 0.2879 (0.3169) loss_cl: -0.2792 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [08:29:26.601715] Epoch: [67] [ 860/2904] eta: 0:26:07 lr: 0.002392 loss: 0.1962 (0.2077) loss_rec_all: 0.2223 (0.2334) loss_rec_sfr: 0.3068 (0.3170) loss_cl: -0.2791 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [08:29:41.518678] Epoch: [67] [ 880/2904] eta: 0:25:51 lr: 0.002392 loss: 0.1966 (0.2077) loss_rec_all: 0.2223 (0.2334) loss_rec_sfr: 0.2810 (0.3169) loss_cl: -0.2784 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [08:29:56.433052] Epoch: [67] [ 900/2904] eta: 0:25:35 lr: 0.002392 loss: 0.1953 (0.2075) loss_rec_all: 0.2213 (0.2331) loss_rec_sfr: 0.2680 (0.3161) loss_cl: -0.2792 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [08:30:11.346954] Epoch: [67] [ 920/2904] eta: 0:25:19 lr: 0.002392 loss: 0.2004 (0.2074) loss_rec_all: 0.2263 (0.2331) loss_rec_sfr: 0.3001 (0.3161) loss_cl: -0.2782 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [08:30:26.261720] Epoch: [67] [ 940/2904] eta: 0:25:03 lr: 0.002392 loss: 0.1986 (0.2075) loss_rec_all: 0.2243 (0.2332) loss_rec_sfr: 0.3038 (0.3163) loss_cl: -0.2790 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [08:30:41.179001] Epoch: [67] [ 960/2904] eta: 0:24:46 lr: 0.002392 loss: 0.1979 (0.2077) loss_rec_all: 0.2234 (0.2333) loss_rec_sfr: 0.2962 (0.3168) loss_cl: -0.2781 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [08:30:56.096594] Epoch: [67] [ 980/2904] eta: 0:24:30 lr: 0.002392 loss: 0.1957 (0.2075) loss_rec_all: 0.2215 (0.2332) loss_rec_sfr: 0.2867 (0.3163) loss_cl: -0.2785 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [08:31:11.010688] Epoch: [67] [1000/2904] eta: 0:24:14 lr: 0.002392 loss: 0.1968 (0.2074) loss_rec_all: 0.2228 (0.2330) loss_rec_sfr: 0.2758 (0.3157) loss_cl: -0.2793 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [08:31:25.925725] Epoch: [67] [1020/2904] eta: 0:23:58 lr: 0.002392 loss: 0.2025 (0.2074) loss_rec_all: 0.2285 (0.2331) loss_rec_sfr: 0.2824 (0.3155) loss_cl: -0.2794 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [08:31:40.839808] Epoch: [67] [1040/2904] eta: 0:23:43 lr: 0.002392 loss: 0.1969 (0.2073) loss_rec_all: 0.2228 (0.2329) loss_rec_sfr: 0.2876 (0.3152) loss_cl: -0.2791 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [08:31:55.754361] Epoch: [67] [1060/2904] eta: 0:23:27 lr: 0.002392 loss: 0.1956 (0.2071) loss_rec_all: 0.2213 (0.2328) loss_rec_sfr: 0.2953 (0.3148) loss_cl: -0.2791 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [08:32:10.668050] Epoch: [67] [1080/2904] eta: 0:23:11 lr: 0.002392 loss: 0.1966 (0.2072) loss_rec_all: 0.2223 (0.2329) loss_rec_sfr: 0.3031 (0.3152) loss_cl: -0.2780 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [08:32:25.589501] Epoch: [67] [1100/2904] eta: 0:22:55 lr: 0.002392 loss: 0.2028 (0.2073) loss_rec_all: 0.2288 (0.2330) loss_rec_sfr: 0.2819 (0.3153) loss_cl: -0.2791 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [08:32:40.502567] Epoch: [67] [1120/2904] eta: 0:22:39 lr: 0.002392 loss: 0.1961 (0.2073) loss_rec_all: 0.2222 (0.2329) loss_rec_sfr: 0.2833 (0.3151) loss_cl: -0.2787 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [08:32:55.418597] Epoch: [67] [1140/2904] eta: 0:22:23 lr: 0.002392 loss: 0.2004 (0.2074) loss_rec_all: 0.2261 (0.2330) loss_rec_sfr: 0.3008 (0.3154) loss_cl: -0.2787 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [08:33:10.332512] Epoch: [67] [1160/2904] eta: 0:22:08 lr: 0.002392 loss: 0.1985 (0.2073) loss_rec_all: 0.2242 (0.2330) loss_rec_sfr: 0.2941 (0.3152) loss_cl: -0.2788 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [08:33:25.246936] Epoch: [67] [1180/2904] eta: 0:21:52 lr: 0.002392 loss: 0.1949 (0.2072) loss_rec_all: 0.2206 (0.2329) loss_rec_sfr: 0.2828 (0.3147) loss_cl: -0.2788 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [08:33:40.160042] Epoch: [67] [1200/2904] eta: 0:21:36 lr: 0.002392 loss: 0.1987 (0.2073) loss_rec_all: 0.2243 (0.2329) loss_rec_sfr: 0.2875 (0.3149) loss_cl: -0.2791 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [08:33:55.075062] Epoch: [67] [1220/2904] eta: 0:21:21 lr: 0.002392 loss: 0.1969 (0.2072) loss_rec_all: 0.2228 (0.2329) loss_rec_sfr: 0.3040 (0.3149) loss_cl: -0.2785 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [08:34:09.993756] Epoch: [67] [1240/2904] eta: 0:21:05 lr: 0.002392 loss: 0.1992 (0.2073) loss_rec_all: 0.2247 (0.2330) loss_rec_sfr: 0.3078 (0.3151) loss_cl: -0.2782 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [08:34:24.913728] Epoch: [67] [1260/2904] eta: 0:20:49 lr: 0.002392 loss: 0.1983 (0.2073) loss_rec_all: 0.2245 (0.2329) loss_rec_sfr: 0.2855 (0.3150) loss_cl: -0.2785 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [08:34:39.833444] Epoch: [67] [1280/2904] eta: 0:20:34 lr: 0.002392 loss: 0.1974 (0.2073) loss_rec_all: 0.2234 (0.2329) loss_rec_sfr: 0.2841 (0.3149) loss_cl: -0.2786 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [08:34:54.751051] Epoch: [67] [1300/2904] eta: 0:20:18 lr: 0.002392 loss: 0.1949 (0.2071) loss_rec_all: 0.2210 (0.2328) loss_rec_sfr: 0.2739 (0.3145) loss_cl: -0.2794 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [08:35:09.680351] Epoch: [67] [1320/2904] eta: 0:20:03 lr: 0.002392 loss: 0.2014 (0.2071) loss_rec_all: 0.2271 (0.2328) loss_rec_sfr: 0.2895 (0.3144) loss_cl: -0.2795 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [08:35:24.595422] Epoch: [67] [1340/2904] eta: 0:19:47 lr: 0.002392 loss: 0.2046 (0.2073) loss_rec_all: 0.2303 (0.2330) loss_rec_sfr: 0.3251 (0.3151) loss_cl: -0.2790 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [08:35:39.470919] Epoch: [67] [1360/2904] eta: 0:19:32 lr: 0.002392 loss: 0.2313 (0.2081) loss_rec_all: 0.2572 (0.2338) loss_rec_sfr: 0.3435 (0.3162) loss_cl: -0.2778 (-0.2787) time: 0.7437 data: 0.0002 max mem: 29860 [08:35:54.381908] Epoch: [67] [1380/2904] eta: 0:19:16 lr: 0.002392 loss: 0.2668 (0.2092) loss_rec_all: 0.2920 (0.2349) loss_rec_sfr: 0.3925 (0.3175) loss_cl: -0.2768 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [08:36:09.298567] Epoch: [67] [1400/2904] eta: 0:19:01 lr: 0.002392 loss: 0.2573 (0.2101) loss_rec_all: 0.2824 (0.2357) loss_rec_sfr: 0.3754 (0.3187) loss_cl: -0.2754 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [08:36:24.211001] Epoch: [67] [1420/2904] eta: 0:18:45 lr: 0.002392 loss: 0.2272 (0.2104) loss_rec_all: 0.2530 (0.2361) loss_rec_sfr: 0.3318 (0.3190) loss_cl: -0.2799 (-0.2786) time: 0.7456 data: 0.0002 max mem: 29860 [08:36:39.126234] Epoch: [67] [1440/2904] eta: 0:18:30 lr: 0.002392 loss: 0.2165 (0.2108) loss_rec_all: 0.2423 (0.2364) loss_rec_sfr: 0.3320 (0.3196) loss_cl: -0.2778 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [08:36:54.043951] Epoch: [67] [1460/2904] eta: 0:18:15 lr: 0.002392 loss: 0.2145 (0.2110) loss_rec_all: 0.2406 (0.2367) loss_rec_sfr: 0.3286 (0.3201) loss_cl: -0.2780 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [08:37:08.967190] Epoch: [67] [1480/2904] eta: 0:17:59 lr: 0.002392 loss: 0.2068 (0.2111) loss_rec_all: 0.2323 (0.2367) loss_rec_sfr: 0.3049 (0.3201) loss_cl: -0.2781 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [08:37:23.888088] Epoch: [67] [1500/2904] eta: 0:17:44 lr: 0.002392 loss: 0.2038 (0.2112) loss_rec_all: 0.2296 (0.2368) loss_rec_sfr: 0.3104 (0.3204) loss_cl: -0.2784 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [08:37:38.804234] Epoch: [67] [1520/2904] eta: 0:17:28 lr: 0.002392 loss: 0.2064 (0.2112) loss_rec_all: 0.2322 (0.2368) loss_rec_sfr: 0.2866 (0.3203) loss_cl: -0.2787 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [08:37:53.717546] Epoch: [67] [1540/2904] eta: 0:17:13 lr: 0.002392 loss: 0.1991 (0.2113) loss_rec_all: 0.2248 (0.2370) loss_rec_sfr: 0.3122 (0.3207) loss_cl: -0.2789 (-0.2786) time: 0.7456 data: 0.0002 max mem: 29860 [08:38:08.629748] Epoch: [67] [1560/2904] eta: 0:16:58 lr: 0.002392 loss: 0.2046 (0.2114) loss_rec_all: 0.2305 (0.2370) loss_rec_sfr: 0.3088 (0.3210) loss_cl: -0.2789 (-0.2786) time: 0.7456 data: 0.0002 max mem: 29860 [08:38:23.548235] Epoch: [67] [1580/2904] eta: 0:16:42 lr: 0.002392 loss: 0.1996 (0.2114) loss_rec_all: 0.2257 (0.2370) loss_rec_sfr: 0.2851 (0.3209) loss_cl: -0.2786 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [08:38:38.460955] Epoch: [67] [1600/2904] eta: 0:16:27 lr: 0.002392 loss: 0.1993 (0.2115) loss_rec_all: 0.2248 (0.2371) loss_rec_sfr: 0.2910 (0.3211) loss_cl: -0.2785 (-0.2786) time: 0.7456 data: 0.0002 max mem: 29860 [08:38:53.373414] Epoch: [67] [1620/2904] eta: 0:16:12 lr: 0.002392 loss: 0.1970 (0.2114) loss_rec_all: 0.2226 (0.2370) loss_rec_sfr: 0.2828 (0.3208) loss_cl: -0.2786 (-0.2786) time: 0.7456 data: 0.0002 max mem: 29860 [08:39:08.286167] Epoch: [67] [1640/2904] eta: 0:15:56 lr: 0.002392 loss: 0.1936 (0.2113) loss_rec_all: 0.2197 (0.2369) loss_rec_sfr: 0.2916 (0.3205) loss_cl: -0.2793 (-0.2786) time: 0.7456 data: 0.0002 max mem: 29860 [08:39:23.207338] Epoch: [67] [1660/2904] eta: 0:15:41 lr: 0.002392 loss: 0.1975 (0.2112) loss_rec_all: 0.2232 (0.2368) loss_rec_sfr: 0.2932 (0.3202) loss_cl: -0.2791 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [08:39:38.122994] Epoch: [67] [1680/2904] eta: 0:15:26 lr: 0.002392 loss: 0.1990 (0.2111) loss_rec_all: 0.2248 (0.2367) loss_rec_sfr: 0.2913 (0.3202) loss_cl: -0.2786 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [08:39:53.034254] Epoch: [67] [1700/2904] eta: 0:15:10 lr: 0.002392 loss: 0.1981 (0.2111) loss_rec_all: 0.2243 (0.2367) loss_rec_sfr: 0.2757 (0.3200) loss_cl: -0.2784 (-0.2786) time: 0.7455 data: 0.0002 max mem: 29860 [08:40:07.947761] Epoch: [67] [1720/2904] eta: 0:14:55 lr: 0.002392 loss: 0.2009 (0.2112) loss_rec_all: 0.2263 (0.2368) loss_rec_sfr: 0.3107 (0.3203) loss_cl: -0.2784 (-0.2786) time: 0.7456 data: 0.0002 max mem: 29860 [08:40:22.862402] Epoch: [67] [1740/2904] eta: 0:14:40 lr: 0.002392 loss: 0.2879 (0.2121) loss_rec_all: 0.3135 (0.2377) loss_rec_sfr: 0.3831 (0.3213) loss_cl: -0.2793 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [08:40:37.773427] Epoch: [67] [1760/2904] eta: 0:14:25 lr: 0.002392 loss: 0.2560 (0.2127) loss_rec_all: 0.2815 (0.2383) loss_rec_sfr: 0.3396 (0.3220) loss_cl: -0.2777 (-0.2786) time: 0.7455 data: 0.0002 max mem: 29860 [08:40:52.683629] Epoch: [67] [1780/2904] eta: 0:14:09 lr: 0.002392 loss: 0.2389 (0.2132) loss_rec_all: 0.2646 (0.2388) loss_rec_sfr: 0.3553 (0.3226) loss_cl: -0.2777 (-0.2786) time: 0.7455 data: 0.0002 max mem: 29860 [08:41:07.594274] Epoch: [67] [1800/2904] eta: 0:13:54 lr: 0.002392 loss: 0.2237 (0.2135) loss_rec_all: 0.2496 (0.2391) loss_rec_sfr: 0.3305 (0.3231) loss_cl: -0.2784 (-0.2786) time: 0.7455 data: 0.0002 max mem: 29860 [08:41:22.505498] Epoch: [67] [1820/2904] eta: 0:13:39 lr: 0.002392 loss: 0.2148 (0.2135) loss_rec_all: 0.2407 (0.2391) loss_rec_sfr: 0.3100 (0.3230) loss_cl: -0.2795 (-0.2786) time: 0.7455 data: 0.0002 max mem: 29860 [08:41:37.426042] Epoch: [67] [1840/2904] eta: 0:13:24 lr: 0.002392 loss: 0.2081 (0.2135) loss_rec_all: 0.2335 (0.2391) loss_rec_sfr: 0.3119 (0.3230) loss_cl: -0.2788 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [08:41:52.344564] Epoch: [67] [1860/2904] eta: 0:13:08 lr: 0.002392 loss: 0.2057 (0.2136) loss_rec_all: 0.2316 (0.2392) loss_rec_sfr: 0.3197 (0.3232) loss_cl: -0.2776 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [08:42:07.260441] Epoch: [67] [1880/2904] eta: 0:12:53 lr: 0.002392 loss: 0.2038 (0.2136) loss_rec_all: 0.2297 (0.2392) loss_rec_sfr: 0.2807 (0.3232) loss_cl: -0.2789 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [08:42:22.172106] Epoch: [67] [1900/2904] eta: 0:12:38 lr: 0.002392 loss: 0.2026 (0.2136) loss_rec_all: 0.2283 (0.2392) loss_rec_sfr: 0.2836 (0.3229) loss_cl: -0.2785 (-0.2786) time: 0.7455 data: 0.0002 max mem: 29860 [08:42:37.089767] Epoch: [67] [1920/2904] eta: 0:12:23 lr: 0.002392 loss: 0.1984 (0.2135) loss_rec_all: 0.2238 (0.2391) loss_rec_sfr: 0.3082 (0.3228) loss_cl: -0.2787 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [08:42:52.008355] Epoch: [67] [1940/2904] eta: 0:12:08 lr: 0.002392 loss: 0.1987 (0.2135) loss_rec_all: 0.2247 (0.2391) loss_rec_sfr: 0.3148 (0.3229) loss_cl: -0.2795 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [08:43:06.922096] Epoch: [67] [1960/2904] eta: 0:11:52 lr: 0.002392 loss: 0.1991 (0.2135) loss_rec_all: 0.2248 (0.2391) loss_rec_sfr: 0.3144 (0.3231) loss_cl: -0.2785 (-0.2786) time: 0.7456 data: 0.0002 max mem: 29860 [08:43:21.837086] Epoch: [67] [1980/2904] eta: 0:11:37 lr: 0.002392 loss: 0.1992 (0.2134) loss_rec_all: 0.2249 (0.2390) loss_rec_sfr: 0.2870 (0.3228) loss_cl: -0.2782 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [08:43:36.752649] Epoch: [67] [2000/2904] eta: 0:11:22 lr: 0.002392 loss: 0.1971 (0.2133) loss_rec_all: 0.2234 (0.2389) loss_rec_sfr: 0.2638 (0.3225) loss_cl: -0.2799 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [08:43:51.680216] Epoch: [67] [2020/2904] eta: 0:11:07 lr: 0.002392 loss: 0.2000 (0.2133) loss_rec_all: 0.2256 (0.2389) loss_rec_sfr: 0.2837 (0.3224) loss_cl: -0.2796 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [08:44:06.596517] Epoch: [67] [2040/2904] eta: 0:10:52 lr: 0.002392 loss: 0.1961 (0.2132) loss_rec_all: 0.2217 (0.2388) loss_rec_sfr: 0.2929 (0.3224) loss_cl: -0.2790 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [08:44:21.519696] Epoch: [67] [2060/2904] eta: 0:10:36 lr: 0.002392 loss: 0.2007 (0.2132) loss_rec_all: 0.2264 (0.2388) loss_rec_sfr: 0.3026 (0.3224) loss_cl: -0.2783 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [08:44:36.438400] Epoch: [67] [2080/2904] eta: 0:10:21 lr: 0.002392 loss: 0.1964 (0.2132) loss_rec_all: 0.2224 (0.2388) loss_rec_sfr: 0.2808 (0.3222) loss_cl: -0.2780 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [08:44:51.353841] Epoch: [67] [2100/2904] eta: 0:10:06 lr: 0.002392 loss: 0.1963 (0.2131) loss_rec_all: 0.2219 (0.2387) loss_rec_sfr: 0.2653 (0.3220) loss_cl: -0.2781 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [08:45:06.271665] Epoch: [67] [2120/2904] eta: 0:09:51 lr: 0.002392 loss: 0.1963 (0.2131) loss_rec_all: 0.2221 (0.2387) loss_rec_sfr: 0.3000 (0.3221) loss_cl: -0.2787 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [08:45:21.189993] Epoch: [67] [2140/2904] eta: 0:09:36 lr: 0.002392 loss: 0.1987 (0.2131) loss_rec_all: 0.2243 (0.2387) loss_rec_sfr: 0.2871 (0.3221) loss_cl: -0.2785 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [08:45:36.105583] Epoch: [67] [2160/2904] eta: 0:09:21 lr: 0.002392 loss: 0.1958 (0.2131) loss_rec_all: 0.2215 (0.2387) loss_rec_sfr: 0.3023 (0.3222) loss_cl: -0.2791 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [08:45:51.017647] Epoch: [67] [2180/2904] eta: 0:09:06 lr: 0.002392 loss: 0.1954 (0.2130) loss_rec_all: 0.2212 (0.2386) loss_rec_sfr: 0.2997 (0.3222) loss_cl: -0.2786 (-0.2786) time: 0.7456 data: 0.0002 max mem: 29860 [08:46:05.936610] Epoch: [67] [2200/2904] eta: 0:08:50 lr: 0.002392 loss: 0.2035 (0.2132) loss_rec_all: 0.2295 (0.2388) loss_rec_sfr: 0.3154 (0.3226) loss_cl: -0.2784 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [08:46:20.853355] Epoch: [67] [2220/2904] eta: 0:08:35 lr: 0.002392 loss: 0.1978 (0.2131) loss_rec_all: 0.2239 (0.2387) loss_rec_sfr: 0.3130 (0.3226) loss_cl: -0.2783 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [08:46:35.777775] Epoch: [67] [2240/2904] eta: 0:08:20 lr: 0.002392 loss: 0.1966 (0.2131) loss_rec_all: 0.2222 (0.2387) loss_rec_sfr: 0.2862 (0.3225) loss_cl: -0.2785 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [08:46:50.697824] Epoch: [67] [2260/2904] eta: 0:08:05 lr: 0.002392 loss: 0.1995 (0.2131) loss_rec_all: 0.2256 (0.2387) loss_rec_sfr: 0.3105 (0.3228) loss_cl: -0.2797 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [08:47:05.617412] Epoch: [67] [2280/2904] eta: 0:07:50 lr: 0.002392 loss: 0.1998 (0.2131) loss_rec_all: 0.2252 (0.2387) loss_rec_sfr: 0.3017 (0.3228) loss_cl: -0.2783 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [08:47:20.543252] Epoch: [67] [2300/2904] eta: 0:07:35 lr: 0.002392 loss: 0.1988 (0.2131) loss_rec_all: 0.2244 (0.2387) loss_rec_sfr: 0.3190 (0.3230) loss_cl: -0.2790 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [08:47:35.465841] Epoch: [67] [2320/2904] eta: 0:07:20 lr: 0.002392 loss: 0.1966 (0.2130) loss_rec_all: 0.2223 (0.2386) loss_rec_sfr: 0.2998 (0.3228) loss_cl: -0.2793 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [08:47:50.377252] Epoch: [67] [2340/2904] eta: 0:07:05 lr: 0.002392 loss: 0.1996 (0.2129) loss_rec_all: 0.2253 (0.2385) loss_rec_sfr: 0.2992 (0.3228) loss_cl: -0.2794 (-0.2786) time: 0.7455 data: 0.0002 max mem: 29860 [08:48:05.292776] Epoch: [67] [2360/2904] eta: 0:06:49 lr: 0.002392 loss: 0.1973 (0.2128) loss_rec_all: 0.2230 (0.2384) loss_rec_sfr: 0.2881 (0.3224) loss_cl: -0.2784 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [08:48:20.206854] Epoch: [67] [2380/2904] eta: 0:06:34 lr: 0.002392 loss: 0.2039 (0.2128) loss_rec_all: 0.2298 (0.2384) loss_rec_sfr: 0.2984 (0.3224) loss_cl: -0.2783 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [08:48:35.121111] Epoch: [67] [2400/2904] eta: 0:06:19 lr: 0.002392 loss: 0.2085 (0.2129) loss_rec_all: 0.2344 (0.2385) loss_rec_sfr: 0.2831 (0.3225) loss_cl: -0.2786 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [08:48:50.037149] Epoch: [67] [2420/2904] eta: 0:06:04 lr: 0.002392 loss: 0.1987 (0.2128) loss_rec_all: 0.2246 (0.2384) loss_rec_sfr: 0.2818 (0.3224) loss_cl: -0.2794 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [08:49:04.952400] Epoch: [67] [2440/2904] eta: 0:05:49 lr: 0.002392 loss: 0.1985 (0.2127) loss_rec_all: 0.2246 (0.2383) loss_rec_sfr: 0.2640 (0.3222) loss_cl: -0.2795 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [08:49:19.865101] Epoch: [67] [2460/2904] eta: 0:05:34 lr: 0.002392 loss: 0.2011 (0.2127) loss_rec_all: 0.2270 (0.2383) loss_rec_sfr: 0.2816 (0.3222) loss_cl: -0.2784 (-0.2786) time: 0.7456 data: 0.0002 max mem: 29860 [08:49:34.783427] Epoch: [67] [2480/2904] eta: 0:05:19 lr: 0.002392 loss: 0.2001 (0.2127) loss_rec_all: 0.2257 (0.2383) loss_rec_sfr: 0.3110 (0.3224) loss_cl: -0.2788 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [08:49:49.698981] Epoch: [67] [2500/2904] eta: 0:05:04 lr: 0.002392 loss: 0.1964 (0.2127) loss_rec_all: 0.2225 (0.2383) loss_rec_sfr: 0.2873 (0.3222) loss_cl: -0.2781 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [08:50:04.610522] Epoch: [67] [2520/2904] eta: 0:04:49 lr: 0.002392 loss: 0.2012 (0.2127) loss_rec_all: 0.2269 (0.2383) loss_rec_sfr: 0.3200 (0.3225) loss_cl: -0.2786 (-0.2786) time: 0.7455 data: 0.0002 max mem: 29860 [08:50:19.527320] Epoch: [67] [2540/2904] eta: 0:04:34 lr: 0.002392 loss: 0.1974 (0.2127) loss_rec_all: 0.2233 (0.2383) loss_rec_sfr: 0.2798 (0.3223) loss_cl: -0.2792 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [08:50:34.449444] Epoch: [67] [2560/2904] eta: 0:04:19 lr: 0.002392 loss: 0.1994 (0.2126) loss_rec_all: 0.2255 (0.2382) loss_rec_sfr: 0.2717 (0.3221) loss_cl: -0.2783 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [08:50:49.367740] Epoch: [67] [2580/2904] eta: 0:04:03 lr: 0.002392 loss: 0.1969 (0.2126) loss_rec_all: 0.2224 (0.2382) loss_rec_sfr: 0.2991 (0.3220) loss_cl: -0.2780 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [08:51:04.285359] Epoch: [67] [2600/2904] eta: 0:03:48 lr: 0.002392 loss: 0.1983 (0.2126) loss_rec_all: 0.2239 (0.2382) loss_rec_sfr: 0.3151 (0.3221) loss_cl: -0.2789 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [08:51:19.202570] Epoch: [67] [2620/2904] eta: 0:03:33 lr: 0.002392 loss: 0.1997 (0.2126) loss_rec_all: 0.2255 (0.2382) loss_rec_sfr: 0.3088 (0.3222) loss_cl: -0.2788 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [08:51:34.120453] Epoch: [67] [2640/2904] eta: 0:03:18 lr: 0.002392 loss: 0.1953 (0.2125) loss_rec_all: 0.2213 (0.2381) loss_rec_sfr: 0.2773 (0.3219) loss_cl: -0.2788 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [08:51:49.034706] Epoch: [67] [2660/2904] eta: 0:03:03 lr: 0.002392 loss: 0.2010 (0.2125) loss_rec_all: 0.2269 (0.2381) loss_rec_sfr: 0.3053 (0.3221) loss_cl: -0.2777 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [08:52:03.948073] Epoch: [67] [2680/2904] eta: 0:02:48 lr: 0.002392 loss: 0.1943 (0.2124) loss_rec_all: 0.2200 (0.2380) loss_rec_sfr: 0.2966 (0.3219) loss_cl: -0.2783 (-0.2786) time: 0.7456 data: 0.0002 max mem: 29860 [08:52:18.867763] Epoch: [67] [2700/2904] eta: 0:02:33 lr: 0.002392 loss: 0.1968 (0.2123) loss_rec_all: 0.2229 (0.2379) loss_rec_sfr: 0.2659 (0.3217) loss_cl: -0.2790 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [08:52:33.784952] Epoch: [67] [2720/2904] eta: 0:02:18 lr: 0.002392 loss: 0.1966 (0.2124) loss_rec_all: 0.2225 (0.2380) loss_rec_sfr: 0.2989 (0.3218) loss_cl: -0.2791 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [08:52:48.692741] Epoch: [67] [2740/2904] eta: 0:02:03 lr: 0.002392 loss: 0.1989 (0.2123) loss_rec_all: 0.2246 (0.2379) loss_rec_sfr: 0.2809 (0.3217) loss_cl: -0.2800 (-0.2786) time: 0.7453 data: 0.0002 max mem: 29860 [08:53:03.609799] Epoch: [67] [2760/2904] eta: 0:01:48 lr: 0.002392 loss: 0.1978 (0.2123) loss_rec_all: 0.2240 (0.2379) loss_rec_sfr: 0.2853 (0.3216) loss_cl: -0.2783 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [08:53:18.523264] Epoch: [67] [2780/2904] eta: 0:01:33 lr: 0.002392 loss: 0.2034 (0.2123) loss_rec_all: 0.2292 (0.2379) loss_rec_sfr: 0.3092 (0.3217) loss_cl: -0.2782 (-0.2786) time: 0.7456 data: 0.0002 max mem: 29860 [08:53:33.437714] Epoch: [67] [2800/2904] eta: 0:01:18 lr: 0.002392 loss: 0.1960 (0.2122) loss_rec_all: 0.2221 (0.2378) loss_rec_sfr: 0.2782 (0.3214) loss_cl: -0.2788 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [08:53:48.344592] Epoch: [67] [2820/2904] eta: 0:01:03 lr: 0.002392 loss: 0.1947 (0.2122) loss_rec_all: 0.2211 (0.2378) loss_rec_sfr: 0.2847 (0.3214) loss_cl: -0.2797 (-0.2786) time: 0.7453 data: 0.0002 max mem: 29860 [08:54:03.292516] Epoch: [67] [2840/2904] eta: 0:00:48 lr: 0.002392 loss: 0.1998 (0.2122) loss_rec_all: 0.2254 (0.2378) loss_rec_sfr: 0.3112 (0.3215) loss_cl: -0.2789 (-0.2786) time: 0.7474 data: 0.0026 max mem: 29860 [08:54:18.195033] Epoch: [67] [2860/2904] eta: 0:00:33 lr: 0.002392 loss: 0.2002 (0.2122) loss_rec_all: 0.2259 (0.2378) loss_rec_sfr: 0.2956 (0.3216) loss_cl: -0.2784 (-0.2786) time: 0.7451 data: 0.0001 max mem: 29860 [08:54:33.098973] Epoch: [67] [2880/2904] eta: 0:00:18 lr: 0.002392 loss: 0.1993 (0.2122) loss_rec_all: 0.2253 (0.2378) loss_rec_sfr: 0.2776 (0.3216) loss_cl: -0.2788 (-0.2786) time: 0.7452 data: 0.0001 max mem: 29860 [08:54:48.003154] Epoch: [67] [2900/2904] eta: 0:00:03 lr: 0.002392 loss: 0.1969 (0.2122) loss_rec_all: 0.2229 (0.2378) loss_rec_sfr: 0.2881 (0.3215) loss_cl: -0.2789 (-0.2786) time: 0.7452 data: 0.0001 max mem: 29860 [08:54:50.246065] Epoch: [67] [2903/2904] eta: 0:00:00 lr: 0.002392 loss: 0.1962 (0.2122) loss_rec_all: 0.2226 (0.2378) loss_rec_sfr: 0.2889 (0.3216) loss_cl: -0.2791 (-0.2786) time: 0.7452 data: 0.0001 max mem: 29860 [08:54:52.315139] Epoch: [67] Total time: 0:36:26 (0.7528 s / it) [08:54:52.341961] Averaged stats: lr: 0.002392 loss: 0.1962 (0.2139) loss_rec_all: 0.2226 (0.2372) loss_rec_sfr: 0.2889 (0.3195) loss_cl: -0.2791 (-0.2553) [08:54:52.380001] log_dir: ./checkpoint/VF2_ViT-B [08:55:08.810251] Epoch: [68] [ 0/2904] eta: 13:15:10 lr: 0.002392 loss: 0.2006 (0.2006) loss_rec_all: 0.2264 (0.2264) loss_rec_sfr: 0.2661 (0.2661) loss_cl: -0.2768 (-0.2768) time: 16.4291 data: 14.2018 max mem: 29860 [08:55:25.000847] Epoch: [68] [ 20/2904] eta: 1:14:39 lr: 0.002392 loss: 0.1957 (0.2063) loss_rec_all: 0.2216 (0.2320) loss_rec_sfr: 0.2851 (0.3063) loss_cl: -0.2784 (-0.2782) time: 0.8095 data: 0.0002 max mem: 29860 [08:55:39.877059] Epoch: [68] [ 40/2904] eta: 0:55:17 lr: 0.002392 loss: 0.1990 (0.2076) loss_rec_all: 0.2246 (0.2332) loss_rec_sfr: 0.3012 (0.3131) loss_cl: -0.2788 (-0.2784) time: 0.7438 data: 0.0002 max mem: 29860 [08:55:54.756266] Epoch: [68] [ 60/2904] eta: 0:48:28 lr: 0.002392 loss: 0.1992 (0.2102) loss_rec_all: 0.2250 (0.2358) loss_rec_sfr: 0.2981 (0.3222) loss_cl: -0.2792 (-0.2787) time: 0.7439 data: 0.0002 max mem: 29860 [08:56:09.644614] Epoch: [68] [ 80/2904] eta: 0:44:53 lr: 0.002392 loss: 0.1971 (0.2082) loss_rec_all: 0.2226 (0.2339) loss_rec_sfr: 0.2598 (0.3136) loss_cl: -0.2802 (-0.2790) time: 0.7444 data: 0.0002 max mem: 29860 [08:56:24.544720] Epoch: [68] [ 100/2904] eta: 0:42:38 lr: 0.002392 loss: 0.1920 (0.2064) loss_rec_all: 0.2180 (0.2321) loss_rec_sfr: 0.2805 (0.3085) loss_cl: -0.2781 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [08:56:39.464281] Epoch: [68] [ 120/2904] eta: 0:41:03 lr: 0.002392 loss: 0.1943 (0.2060) loss_rec_all: 0.2204 (0.2317) loss_rec_sfr: 0.3057 (0.3103) loss_cl: -0.2782 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [08:56:54.387577] Epoch: [68] [ 140/2904] eta: 0:39:51 lr: 0.002392 loss: 0.1995 (0.2063) loss_rec_all: 0.2253 (0.2320) loss_rec_sfr: 0.3077 (0.3123) loss_cl: -0.2789 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [08:57:09.308825] Epoch: [68] [ 160/2904] eta: 0:38:53 lr: 0.002392 loss: 0.1960 (0.2059) loss_rec_all: 0.2216 (0.2316) loss_rec_sfr: 0.3091 (0.3126) loss_cl: -0.2790 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [08:57:24.234114] Epoch: [68] [ 180/2904] eta: 0:38:05 lr: 0.002392 loss: 0.2082 (0.2081) loss_rec_all: 0.2341 (0.2337) loss_rec_sfr: 0.3308 (0.3197) loss_cl: -0.2790 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [08:57:39.156066] Epoch: [68] [ 200/2904] eta: 0:37:23 lr: 0.002392 loss: 0.2024 (0.2089) loss_rec_all: 0.2284 (0.2345) loss_rec_sfr: 0.3055 (0.3219) loss_cl: -0.2787 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [08:57:54.070665] Epoch: [68] [ 220/2904] eta: 0:36:46 lr: 0.002392 loss: 0.1948 (0.2084) loss_rec_all: 0.2204 (0.2341) loss_rec_sfr: 0.2860 (0.3211) loss_cl: -0.2784 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [08:58:08.989936] Epoch: [68] [ 240/2904] eta: 0:36:13 lr: 0.002392 loss: 0.1986 (0.2082) loss_rec_all: 0.2241 (0.2339) loss_rec_sfr: 0.2695 (0.3195) loss_cl: -0.2780 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [08:58:23.905945] Epoch: [68] [ 260/2904] eta: 0:35:42 lr: 0.002392 loss: 0.1951 (0.2083) loss_rec_all: 0.2214 (0.2340) loss_rec_sfr: 0.2884 (0.3194) loss_cl: -0.2776 (-0.2785) time: 0.7458 data: 0.0002 max mem: 29860 [08:58:38.828446] Epoch: [68] [ 280/2904] eta: 0:35:14 lr: 0.002392 loss: 0.1957 (0.2083) loss_rec_all: 0.2215 (0.2339) loss_rec_sfr: 0.2876 (0.3189) loss_cl: -0.2780 (-0.2785) time: 0.7461 data: 0.0002 max mem: 29860 [08:58:53.751504] Epoch: [68] [ 300/2904] eta: 0:34:48 lr: 0.002392 loss: 0.1913 (0.2076) loss_rec_all: 0.2175 (0.2332) loss_rec_sfr: 0.2390 (0.3164) loss_cl: -0.2803 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [08:59:08.685097] Epoch: [68] [ 320/2904] eta: 0:34:23 lr: 0.002392 loss: 0.2017 (0.2079) loss_rec_all: 0.2273 (0.2335) loss_rec_sfr: 0.3253 (0.3180) loss_cl: -0.2792 (-0.2786) time: 0.7466 data: 0.0002 max mem: 29860 [08:59:23.610753] Epoch: [68] [ 340/2904] eta: 0:33:59 lr: 0.002392 loss: 0.1999 (0.2079) loss_rec_all: 0.2260 (0.2336) loss_rec_sfr: 0.2891 (0.3179) loss_cl: -0.2791 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [08:59:38.548522] Epoch: [68] [ 360/2904] eta: 0:33:36 lr: 0.002392 loss: 0.2054 (0.2086) loss_rec_all: 0.2312 (0.2343) loss_rec_sfr: 0.2864 (0.3195) loss_cl: -0.2788 (-0.2787) time: 0.7468 data: 0.0002 max mem: 29860 [08:59:53.472844] Epoch: [68] [ 380/2904] eta: 0:33:14 lr: 0.002392 loss: 0.1994 (0.2088) loss_rec_all: 0.2254 (0.2344) loss_rec_sfr: 0.2835 (0.3200) loss_cl: -0.2795 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [09:00:08.389410] Epoch: [68] [ 400/2904] eta: 0:32:53 lr: 0.002392 loss: 0.2032 (0.2090) loss_rec_all: 0.2292 (0.2346) loss_rec_sfr: 0.2880 (0.3202) loss_cl: -0.2786 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [09:00:23.316547] Epoch: [68] [ 420/2904] eta: 0:32:32 lr: 0.002392 loss: 0.2029 (0.2088) loss_rec_all: 0.2285 (0.2345) loss_rec_sfr: 0.2888 (0.3196) loss_cl: -0.2782 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [09:00:38.241548] Epoch: [68] [ 440/2904] eta: 0:32:12 lr: 0.002392 loss: 0.1942 (0.2084) loss_rec_all: 0.2205 (0.2340) loss_rec_sfr: 0.2794 (0.3175) loss_cl: -0.2786 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [09:00:53.162953] Epoch: [68] [ 460/2904] eta: 0:31:52 lr: 0.002392 loss: 0.1942 (0.2085) loss_rec_all: 0.2197 (0.2341) loss_rec_sfr: 0.2945 (0.3181) loss_cl: -0.2788 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [09:01:08.074467] Epoch: [68] [ 480/2904] eta: 0:31:33 lr: 0.002392 loss: 0.1966 (0.2083) loss_rec_all: 0.2222 (0.2340) loss_rec_sfr: 0.3135 (0.3181) loss_cl: -0.2788 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [09:01:22.990761] Epoch: [68] [ 500/2904] eta: 0:31:14 lr: 0.002392 loss: 0.1992 (0.2086) loss_rec_all: 0.2250 (0.2342) loss_rec_sfr: 0.3155 (0.3188) loss_cl: -0.2794 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [09:01:37.909665] Epoch: [68] [ 520/2904] eta: 0:30:55 lr: 0.002392 loss: 0.1942 (0.2085) loss_rec_all: 0.2204 (0.2342) loss_rec_sfr: 0.3045 (0.3187) loss_cl: -0.2789 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [09:01:52.830834] Epoch: [68] [ 540/2904] eta: 0:30:37 lr: 0.002392 loss: 0.1965 (0.2085) loss_rec_all: 0.2225 (0.2341) loss_rec_sfr: 0.3180 (0.3191) loss_cl: -0.2781 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [09:02:07.751960] Epoch: [68] [ 560/2904] eta: 0:30:18 lr: 0.002392 loss: 0.1952 (0.2083) loss_rec_all: 0.2213 (0.2339) loss_rec_sfr: 0.2771 (0.3183) loss_cl: -0.2788 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [09:02:22.675196] Epoch: [68] [ 580/2904] eta: 0:30:01 lr: 0.002392 loss: 0.1948 (0.2081) loss_rec_all: 0.2209 (0.2337) loss_rec_sfr: 0.2895 (0.3179) loss_cl: -0.2790 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [09:02:37.595022] Epoch: [68] [ 600/2904] eta: 0:29:43 lr: 0.002392 loss: 0.1967 (0.2081) loss_rec_all: 0.2225 (0.2337) loss_rec_sfr: 0.3056 (0.3180) loss_cl: -0.2790 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [09:02:52.516244] Epoch: [68] [ 620/2904] eta: 0:29:25 lr: 0.002392 loss: 0.1975 (0.2077) loss_rec_all: 0.2231 (0.2333) loss_rec_sfr: 0.3059 (0.3172) loss_cl: -0.2782 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [09:03:07.440868] Epoch: [68] [ 640/2904] eta: 0:29:08 lr: 0.002392 loss: 0.1979 (0.2079) loss_rec_all: 0.2233 (0.2335) loss_rec_sfr: 0.3109 (0.3179) loss_cl: -0.2774 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [09:03:22.360416] Epoch: [68] [ 660/2904] eta: 0:28:51 lr: 0.002392 loss: 0.1959 (0.2077) loss_rec_all: 0.2217 (0.2334) loss_rec_sfr: 0.2939 (0.3175) loss_cl: -0.2788 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [09:03:37.276014] Epoch: [68] [ 680/2904] eta: 0:28:34 lr: 0.002392 loss: 0.2003 (0.2078) loss_rec_all: 0.2263 (0.2334) loss_rec_sfr: 0.2809 (0.3173) loss_cl: -0.2798 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [09:03:52.194002] Epoch: [68] [ 700/2904] eta: 0:28:17 lr: 0.002392 loss: 0.1948 (0.2078) loss_rec_all: 0.2213 (0.2334) loss_rec_sfr: 0.3012 (0.3175) loss_cl: -0.2796 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [09:04:07.106956] Epoch: [68] [ 720/2904] eta: 0:28:00 lr: 0.002392 loss: 0.1980 (0.2077) loss_rec_all: 0.2238 (0.2333) loss_rec_sfr: 0.2870 (0.3171) loss_cl: -0.2786 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [09:04:22.024718] Epoch: [68] [ 740/2904] eta: 0:27:43 lr: 0.002392 loss: 0.1982 (0.2076) loss_rec_all: 0.2242 (0.2333) loss_rec_sfr: 0.2734 (0.3168) loss_cl: -0.2782 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [09:04:36.940779] Epoch: [68] [ 760/2904] eta: 0:27:26 lr: 0.002392 loss: 0.1945 (0.2077) loss_rec_all: 0.2204 (0.2333) loss_rec_sfr: 0.2715 (0.3166) loss_cl: -0.2789 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [09:04:51.857023] Epoch: [68] [ 780/2904] eta: 0:27:10 lr: 0.002392 loss: 0.1951 (0.2077) loss_rec_all: 0.2210 (0.2333) loss_rec_sfr: 0.2791 (0.3166) loss_cl: -0.2803 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [09:05:06.777707] Epoch: [68] [ 800/2904] eta: 0:26:53 lr: 0.002392 loss: 0.1936 (0.2074) loss_rec_all: 0.2193 (0.2331) loss_rec_sfr: 0.2669 (0.3157) loss_cl: -0.2802 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [09:05:21.695509] Epoch: [68] [ 820/2904] eta: 0:26:37 lr: 0.002392 loss: 0.2011 (0.2074) loss_rec_all: 0.2269 (0.2331) loss_rec_sfr: 0.2763 (0.3156) loss_cl: -0.2785 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [09:05:36.620688] Epoch: [68] [ 840/2904] eta: 0:26:21 lr: 0.002392 loss: 0.1977 (0.2075) loss_rec_all: 0.2234 (0.2331) loss_rec_sfr: 0.2865 (0.3157) loss_cl: -0.2787 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [09:05:51.549966] Epoch: [68] [ 860/2904] eta: 0:26:04 lr: 0.002392 loss: 0.1963 (0.2072) loss_rec_all: 0.2219 (0.2329) loss_rec_sfr: 0.2810 (0.3150) loss_cl: -0.2788 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [09:06:06.486631] Epoch: [68] [ 880/2904] eta: 0:25:48 lr: 0.002392 loss: 0.1961 (0.2071) loss_rec_all: 0.2217 (0.2328) loss_rec_sfr: 0.2818 (0.3148) loss_cl: -0.2782 (-0.2787) time: 0.7468 data: 0.0002 max mem: 29860 [09:06:21.412620] Epoch: [68] [ 900/2904] eta: 0:25:32 lr: 0.002392 loss: 0.1957 (0.2070) loss_rec_all: 0.2215 (0.2327) loss_rec_sfr: 0.2868 (0.3142) loss_cl: -0.2792 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [09:06:36.332981] Epoch: [68] [ 920/2904] eta: 0:25:16 lr: 0.002392 loss: 0.1951 (0.2069) loss_rec_all: 0.2213 (0.2326) loss_rec_sfr: 0.3094 (0.3143) loss_cl: -0.2796 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [09:06:51.245948] Epoch: [68] [ 940/2904] eta: 0:25:00 lr: 0.002392 loss: 0.1958 (0.2069) loss_rec_all: 0.2222 (0.2326) loss_rec_sfr: 0.3210 (0.3145) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [09:07:06.163131] Epoch: [68] [ 960/2904] eta: 0:24:44 lr: 0.002392 loss: 0.1978 (0.2071) loss_rec_all: 0.2239 (0.2327) loss_rec_sfr: 0.3112 (0.3150) loss_cl: -0.2782 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [09:07:21.083338] Epoch: [68] [ 980/2904] eta: 0:24:28 lr: 0.002392 loss: 0.1981 (0.2070) loss_rec_all: 0.2240 (0.2327) loss_rec_sfr: 0.3062 (0.3151) loss_cl: -0.2788 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [09:07:36.006189] Epoch: [68] [1000/2904] eta: 0:24:12 lr: 0.002392 loss: 0.1985 (0.2072) loss_rec_all: 0.2248 (0.2328) loss_rec_sfr: 0.3109 (0.3156) loss_cl: -0.2787 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [09:07:50.929267] Epoch: [68] [1020/2904] eta: 0:23:56 lr: 0.002392 loss: 0.2020 (0.2074) loss_rec_all: 0.2283 (0.2330) loss_rec_sfr: 0.3129 (0.3162) loss_cl: -0.2794 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [09:08:05.852430] Epoch: [68] [1040/2904] eta: 0:23:40 lr: 0.002392 loss: 0.1967 (0.2073) loss_rec_all: 0.2228 (0.2329) loss_rec_sfr: 0.2702 (0.3158) loss_cl: -0.2797 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [09:08:20.774030] Epoch: [68] [1060/2904] eta: 0:23:24 lr: 0.002392 loss: 0.1987 (0.2073) loss_rec_all: 0.2242 (0.2330) loss_rec_sfr: 0.3023 (0.3159) loss_cl: -0.2773 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [09:08:35.696841] Epoch: [68] [1080/2904] eta: 0:23:09 lr: 0.002392 loss: 0.2009 (0.2072) loss_rec_all: 0.2265 (0.2329) loss_rec_sfr: 0.2870 (0.3155) loss_cl: -0.2782 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [09:08:50.610778] Epoch: [68] [1100/2904] eta: 0:22:53 lr: 0.002392 loss: 0.1942 (0.2071) loss_rec_all: 0.2201 (0.2327) loss_rec_sfr: 0.2610 (0.3150) loss_cl: -0.2795 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [09:09:05.527793] Epoch: [68] [1120/2904] eta: 0:22:37 lr: 0.002392 loss: 0.1941 (0.2071) loss_rec_all: 0.2203 (0.2327) loss_rec_sfr: 0.2959 (0.3150) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [09:09:20.451687] Epoch: [68] [1140/2904] eta: 0:22:21 lr: 0.002392 loss: 0.1946 (0.2070) loss_rec_all: 0.2206 (0.2327) loss_rec_sfr: 0.2823 (0.3150) loss_cl: -0.2784 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [09:09:35.373926] Epoch: [68] [1160/2904] eta: 0:22:06 lr: 0.002392 loss: 0.2015 (0.2071) loss_rec_all: 0.2274 (0.2328) loss_rec_sfr: 0.3131 (0.3154) loss_cl: -0.2787 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [09:09:50.290526] Epoch: [68] [1180/2904] eta: 0:21:50 lr: 0.002392 loss: 0.1954 (0.2071) loss_rec_all: 0.2212 (0.2328) loss_rec_sfr: 0.2923 (0.3155) loss_cl: -0.2794 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [09:10:05.207898] Epoch: [68] [1200/2904] eta: 0:21:35 lr: 0.002392 loss: 0.1952 (0.2070) loss_rec_all: 0.2215 (0.2327) loss_rec_sfr: 0.2856 (0.3150) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [09:10:20.126715] Epoch: [68] [1220/2904] eta: 0:21:19 lr: 0.002392 loss: 0.1996 (0.2071) loss_rec_all: 0.2257 (0.2328) loss_rec_sfr: 0.2913 (0.3152) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [09:10:35.045558] Epoch: [68] [1240/2904] eta: 0:21:03 lr: 0.002392 loss: 0.1970 (0.2071) loss_rec_all: 0.2228 (0.2327) loss_rec_sfr: 0.2898 (0.3150) loss_cl: -0.2789 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [09:10:49.959295] Epoch: [68] [1260/2904] eta: 0:20:48 lr: 0.002392 loss: 0.1946 (0.2070) loss_rec_all: 0.2204 (0.2327) loss_rec_sfr: 0.2763 (0.3150) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [09:11:04.879215] Epoch: [68] [1280/2904] eta: 0:20:32 lr: 0.002392 loss: 0.1969 (0.2071) loss_rec_all: 0.2229 (0.2327) loss_rec_sfr: 0.2781 (0.3148) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [09:11:19.801171] Epoch: [68] [1300/2904] eta: 0:20:17 lr: 0.002392 loss: 0.1946 (0.2069) loss_rec_all: 0.2202 (0.2326) loss_rec_sfr: 0.2688 (0.3143) loss_cl: -0.2785 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [09:11:34.724772] Epoch: [68] [1320/2904] eta: 0:20:01 lr: 0.002392 loss: 0.1950 (0.2069) loss_rec_all: 0.2208 (0.2325) loss_rec_sfr: 0.2780 (0.3140) loss_cl: -0.2787 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [09:11:49.648630] Epoch: [68] [1340/2904] eta: 0:19:46 lr: 0.002392 loss: 0.2028 (0.2070) loss_rec_all: 0.2286 (0.2327) loss_rec_sfr: 0.2934 (0.3143) loss_cl: -0.2784 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [09:12:04.572680] Epoch: [68] [1360/2904] eta: 0:19:30 lr: 0.002392 loss: 0.1967 (0.2069) loss_rec_all: 0.2228 (0.2326) loss_rec_sfr: 0.2798 (0.3140) loss_cl: -0.2785 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [09:12:19.491524] Epoch: [68] [1380/2904] eta: 0:19:15 lr: 0.002392 loss: 0.1965 (0.2069) loss_rec_all: 0.2223 (0.2326) loss_rec_sfr: 0.3058 (0.3139) loss_cl: -0.2793 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [09:12:34.413292] Epoch: [68] [1400/2904] eta: 0:19:00 lr: 0.002392 loss: 0.1974 (0.2069) loss_rec_all: 0.2230 (0.2326) loss_rec_sfr: 0.3015 (0.3139) loss_cl: -0.2792 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [09:12:49.335837] Epoch: [68] [1420/2904] eta: 0:18:44 lr: 0.002392 loss: 0.1957 (0.2069) loss_rec_all: 0.2217 (0.2325) loss_rec_sfr: 0.2839 (0.3139) loss_cl: -0.2776 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [09:13:04.257319] Epoch: [68] [1440/2904] eta: 0:18:29 lr: 0.002392 loss: 0.1982 (0.2068) loss_rec_all: 0.2242 (0.2325) loss_rec_sfr: 0.2852 (0.3136) loss_cl: -0.2783 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [09:13:19.178505] Epoch: [68] [1460/2904] eta: 0:18:13 lr: 0.002392 loss: 0.1945 (0.2067) loss_rec_all: 0.2205 (0.2323) loss_rec_sfr: 0.3024 (0.3133) loss_cl: -0.2791 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [09:13:34.101740] Epoch: [68] [1480/2904] eta: 0:17:58 lr: 0.002392 loss: 0.2005 (0.2067) loss_rec_all: 0.2262 (0.2324) loss_rec_sfr: 0.2898 (0.3134) loss_cl: -0.2782 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [09:13:49.021282] Epoch: [68] [1500/2904] eta: 0:17:43 lr: 0.002392 loss: 0.1950 (0.2067) loss_rec_all: 0.2212 (0.2323) loss_rec_sfr: 0.2874 (0.3131) loss_cl: -0.2797 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [09:14:03.941033] Epoch: [68] [1520/2904] eta: 0:17:27 lr: 0.002392 loss: 0.1947 (0.2066) loss_rec_all: 0.2204 (0.2323) loss_rec_sfr: 0.3098 (0.3132) loss_cl: -0.2803 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [09:14:18.859635] Epoch: [68] [1540/2904] eta: 0:17:12 lr: 0.002392 loss: 0.1985 (0.2066) loss_rec_all: 0.2242 (0.2323) loss_rec_sfr: 0.2781 (0.3131) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [09:14:33.778541] Epoch: [68] [1560/2904] eta: 0:16:57 lr: 0.002392 loss: 0.2015 (0.2067) loss_rec_all: 0.2269 (0.2324) loss_rec_sfr: 0.2911 (0.3132) loss_cl: -0.2783 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [09:14:48.698537] Epoch: [68] [1580/2904] eta: 0:16:41 lr: 0.002392 loss: 0.1957 (0.2067) loss_rec_all: 0.2219 (0.2324) loss_rec_sfr: 0.3062 (0.3134) loss_cl: -0.2792 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [09:15:03.622814] Epoch: [68] [1600/2904] eta: 0:16:26 lr: 0.002392 loss: 0.1948 (0.2067) loss_rec_all: 0.2205 (0.2323) loss_rec_sfr: 0.2897 (0.3133) loss_cl: -0.2794 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [09:15:18.542782] Epoch: [68] [1620/2904] eta: 0:16:11 lr: 0.002392 loss: 0.1972 (0.2066) loss_rec_all: 0.2235 (0.2323) loss_rec_sfr: 0.2817 (0.3132) loss_cl: -0.2796 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [09:15:33.459521] Epoch: [68] [1640/2904] eta: 0:15:55 lr: 0.002392 loss: 0.1972 (0.2066) loss_rec_all: 0.2229 (0.2322) loss_rec_sfr: 0.2731 (0.3128) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [09:15:48.376979] Epoch: [68] [1660/2904] eta: 0:15:40 lr: 0.002392 loss: 0.1949 (0.2066) loss_rec_all: 0.2205 (0.2323) loss_rec_sfr: 0.3095 (0.3131) loss_cl: -0.2780 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [09:16:03.297029] Epoch: [68] [1680/2904] eta: 0:15:25 lr: 0.002392 loss: 0.1936 (0.2065) loss_rec_all: 0.2193 (0.2322) loss_rec_sfr: 0.2867 (0.3128) loss_cl: -0.2789 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [09:16:18.217833] Epoch: [68] [1700/2904] eta: 0:15:10 lr: 0.002392 loss: 0.2025 (0.2066) loss_rec_all: 0.2285 (0.2323) loss_rec_sfr: 0.3014 (0.3131) loss_cl: -0.2797 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [09:16:33.140761] Epoch: [68] [1720/2904] eta: 0:14:54 lr: 0.002392 loss: 0.2039 (0.2066) loss_rec_all: 0.2299 (0.2323) loss_rec_sfr: 0.2812 (0.3130) loss_cl: -0.2793 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [09:16:48.067981] Epoch: [68] [1740/2904] eta: 0:14:39 lr: 0.002392 loss: 0.1987 (0.2067) loss_rec_all: 0.2245 (0.2324) loss_rec_sfr: 0.2717 (0.3132) loss_cl: -0.2784 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [09:17:02.985664] Epoch: [68] [1760/2904] eta: 0:14:24 lr: 0.002392 loss: 0.1929 (0.2067) loss_rec_all: 0.2186 (0.2324) loss_rec_sfr: 0.2844 (0.3133) loss_cl: -0.2779 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [09:17:17.901477] Epoch: [68] [1780/2904] eta: 0:14:09 lr: 0.002392 loss: 0.1967 (0.2067) loss_rec_all: 0.2226 (0.2324) loss_rec_sfr: 0.2853 (0.3132) loss_cl: -0.2781 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [09:17:32.820236] Epoch: [68] [1800/2904] eta: 0:13:53 lr: 0.002392 loss: 0.1997 (0.2068) loss_rec_all: 0.2259 (0.2325) loss_rec_sfr: 0.2867 (0.3133) loss_cl: -0.2791 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [09:17:47.741538] Epoch: [68] [1820/2904] eta: 0:13:38 lr: 0.002392 loss: 0.1964 (0.2067) loss_rec_all: 0.2221 (0.2324) loss_rec_sfr: 0.2729 (0.3130) loss_cl: -0.2791 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [09:18:02.657677] Epoch: [68] [1840/2904] eta: 0:13:23 lr: 0.002392 loss: 0.1979 (0.2068) loss_rec_all: 0.2234 (0.2324) loss_rec_sfr: 0.3002 (0.3133) loss_cl: -0.2784 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [09:18:17.575324] Epoch: [68] [1860/2904] eta: 0:13:08 lr: 0.002392 loss: 0.1957 (0.2067) loss_rec_all: 0.2217 (0.2324) loss_rec_sfr: 0.2646 (0.3130) loss_cl: -0.2787 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [09:18:32.500157] Epoch: [68] [1880/2904] eta: 0:12:53 lr: 0.002392 loss: 0.2020 (0.2068) loss_rec_all: 0.2279 (0.2325) loss_rec_sfr: 0.3093 (0.3135) loss_cl: -0.2790 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [09:18:47.418044] Epoch: [68] [1900/2904] eta: 0:12:37 lr: 0.002392 loss: 0.1992 (0.2068) loss_rec_all: 0.2247 (0.2325) loss_rec_sfr: 0.3125 (0.3136) loss_cl: -0.2791 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [09:19:02.332404] Epoch: [68] [1920/2904] eta: 0:12:22 lr: 0.002392 loss: 0.1948 (0.2069) loss_rec_all: 0.2210 (0.2325) loss_rec_sfr: 0.3030 (0.3137) loss_cl: -0.2789 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [09:19:17.248963] Epoch: [68] [1940/2904] eta: 0:12:07 lr: 0.002392 loss: 0.1950 (0.2068) loss_rec_all: 0.2214 (0.2325) loss_rec_sfr: 0.2645 (0.3135) loss_cl: -0.2797 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [09:19:32.169464] Epoch: [68] [1960/2904] eta: 0:11:52 lr: 0.002392 loss: 0.1952 (0.2068) loss_rec_all: 0.2211 (0.2325) loss_rec_sfr: 0.3005 (0.3134) loss_cl: -0.2791 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [09:19:47.086183] Epoch: [68] [1980/2904] eta: 0:11:37 lr: 0.002392 loss: 0.1948 (0.2067) loss_rec_all: 0.2209 (0.2324) loss_rec_sfr: 0.2830 (0.3130) loss_cl: -0.2785 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [09:20:02.010384] Epoch: [68] [2000/2904] eta: 0:11:21 lr: 0.002392 loss: 0.2046 (0.2069) loss_rec_all: 0.2305 (0.2325) loss_rec_sfr: 0.3186 (0.3135) loss_cl: -0.2778 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [09:20:16.933346] Epoch: [68] [2020/2904] eta: 0:11:06 lr: 0.002392 loss: 0.1976 (0.2068) loss_rec_all: 0.2238 (0.2325) loss_rec_sfr: 0.2656 (0.3133) loss_cl: -0.2793 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [09:20:31.854499] Epoch: [68] [2040/2904] eta: 0:10:51 lr: 0.002392 loss: 0.1997 (0.2068) loss_rec_all: 0.2253 (0.2325) loss_rec_sfr: 0.3072 (0.3134) loss_cl: -0.2791 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [09:20:46.774144] Epoch: [68] [2060/2904] eta: 0:10:36 lr: 0.002392 loss: 0.1984 (0.2069) loss_rec_all: 0.2243 (0.2326) loss_rec_sfr: 0.2892 (0.3135) loss_cl: -0.2794 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [09:21:01.693226] Epoch: [68] [2080/2904] eta: 0:10:21 lr: 0.002392 loss: 0.1975 (0.2069) loss_rec_all: 0.2235 (0.2326) loss_rec_sfr: 0.2786 (0.3135) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [09:21:16.612696] Epoch: [68] [2100/2904] eta: 0:10:06 lr: 0.002392 loss: 0.1958 (0.2069) loss_rec_all: 0.2219 (0.2326) loss_rec_sfr: 0.2891 (0.3135) loss_cl: -0.2780 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [09:21:31.530820] Epoch: [68] [2120/2904] eta: 0:09:51 lr: 0.002392 loss: 0.1993 (0.2069) loss_rec_all: 0.2251 (0.2326) loss_rec_sfr: 0.2919 (0.3135) loss_cl: -0.2789 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [09:21:46.450059] Epoch: [68] [2140/2904] eta: 0:09:35 lr: 0.002392 loss: 0.1941 (0.2070) loss_rec_all: 0.2197 (0.2326) loss_rec_sfr: 0.2807 (0.3136) loss_cl: -0.2783 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [09:22:01.370153] Epoch: [68] [2160/2904] eta: 0:09:20 lr: 0.002392 loss: 0.1979 (0.2070) loss_rec_all: 0.2240 (0.2326) loss_rec_sfr: 0.2850 (0.3136) loss_cl: -0.2781 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [09:22:16.290120] Epoch: [68] [2180/2904] eta: 0:09:05 lr: 0.002392 loss: 0.2009 (0.2070) loss_rec_all: 0.2269 (0.2327) loss_rec_sfr: 0.3137 (0.3139) loss_cl: -0.2792 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [09:22:31.211881] Epoch: [68] [2200/2904] eta: 0:08:50 lr: 0.002392 loss: 0.1971 (0.2070) loss_rec_all: 0.2231 (0.2327) loss_rec_sfr: 0.2844 (0.3138) loss_cl: -0.2792 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [09:22:46.126386] Epoch: [68] [2220/2904] eta: 0:08:35 lr: 0.002392 loss: 0.1967 (0.2070) loss_rec_all: 0.2222 (0.2327) loss_rec_sfr: 0.3001 (0.3138) loss_cl: -0.2778 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [09:23:01.043606] Epoch: [68] [2240/2904] eta: 0:08:20 lr: 0.002392 loss: 0.1965 (0.2070) loss_rec_all: 0.2223 (0.2327) loss_rec_sfr: 0.2834 (0.3137) loss_cl: -0.2783 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [09:23:15.965000] Epoch: [68] [2260/2904] eta: 0:08:05 lr: 0.002392 loss: 0.1972 (0.2069) loss_rec_all: 0.2231 (0.2326) loss_rec_sfr: 0.3000 (0.3137) loss_cl: -0.2806 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [09:23:30.886183] Epoch: [68] [2280/2904] eta: 0:07:50 lr: 0.002392 loss: 0.1981 (0.2070) loss_rec_all: 0.2242 (0.2326) loss_rec_sfr: 0.2788 (0.3137) loss_cl: -0.2795 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [09:23:45.805266] Epoch: [68] [2300/2904] eta: 0:07:34 lr: 0.002392 loss: 0.1990 (0.2070) loss_rec_all: 0.2251 (0.2327) loss_rec_sfr: 0.2905 (0.3137) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [09:24:00.728166] Epoch: [68] [2320/2904] eta: 0:07:19 lr: 0.002392 loss: 0.1984 (0.2070) loss_rec_all: 0.2240 (0.2327) loss_rec_sfr: 0.3070 (0.3137) loss_cl: -0.2777 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [09:24:15.643987] Epoch: [68] [2340/2904] eta: 0:07:04 lr: 0.002392 loss: 0.1977 (0.2070) loss_rec_all: 0.2239 (0.2327) loss_rec_sfr: 0.3061 (0.3139) loss_cl: -0.2783 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [09:24:30.559210] Epoch: [68] [2360/2904] eta: 0:06:49 lr: 0.002391 loss: 0.1973 (0.2070) loss_rec_all: 0.2233 (0.2327) loss_rec_sfr: 0.2946 (0.3140) loss_cl: -0.2791 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [09:24:45.482320] Epoch: [68] [2380/2904] eta: 0:06:34 lr: 0.002391 loss: 0.1968 (0.2070) loss_rec_all: 0.2228 (0.2327) loss_rec_sfr: 0.2622 (0.3137) loss_cl: -0.2792 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [09:25:00.401152] Epoch: [68] [2400/2904] eta: 0:06:19 lr: 0.002391 loss: 0.1951 (0.2071) loss_rec_all: 0.2212 (0.2327) loss_rec_sfr: 0.2970 (0.3139) loss_cl: -0.2791 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [09:25:15.324678] Epoch: [68] [2420/2904] eta: 0:06:04 lr: 0.002391 loss: 0.1979 (0.2070) loss_rec_all: 0.2241 (0.2327) loss_rec_sfr: 0.2825 (0.3139) loss_cl: -0.2786 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [09:25:30.243874] Epoch: [68] [2440/2904] eta: 0:05:49 lr: 0.002391 loss: 0.1968 (0.2071) loss_rec_all: 0.2230 (0.2327) loss_rec_sfr: 0.2955 (0.3139) loss_cl: -0.2788 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [09:25:45.164630] Epoch: [68] [2460/2904] eta: 0:05:34 lr: 0.002391 loss: 0.1950 (0.2070) loss_rec_all: 0.2210 (0.2327) loss_rec_sfr: 0.2658 (0.3138) loss_cl: -0.2784 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [09:26:00.081247] Epoch: [68] [2480/2904] eta: 0:05:19 lr: 0.002391 loss: 0.1968 (0.2070) loss_rec_all: 0.2231 (0.2327) loss_rec_sfr: 0.2887 (0.3138) loss_cl: -0.2784 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [09:26:14.996574] Epoch: [68] [2500/2904] eta: 0:05:04 lr: 0.002391 loss: 0.2014 (0.2071) loss_rec_all: 0.2275 (0.2327) loss_rec_sfr: 0.3108 (0.3139) loss_cl: -0.2793 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [09:26:29.925972] Epoch: [68] [2520/2904] eta: 0:04:49 lr: 0.002391 loss: 0.1978 (0.2070) loss_rec_all: 0.2240 (0.2327) loss_rec_sfr: 0.2825 (0.3138) loss_cl: -0.2791 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [09:26:44.844399] Epoch: [68] [2540/2904] eta: 0:04:33 lr: 0.002391 loss: 0.2076 (0.2071) loss_rec_all: 0.2334 (0.2328) loss_rec_sfr: 0.2869 (0.3141) loss_cl: -0.2795 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [09:26:59.759023] Epoch: [68] [2560/2904] eta: 0:04:18 lr: 0.002391 loss: 0.1984 (0.2072) loss_rec_all: 0.2240 (0.2328) loss_rec_sfr: 0.3045 (0.3142) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [09:27:14.672586] Epoch: [68] [2580/2904] eta: 0:04:03 lr: 0.002391 loss: 0.1962 (0.2072) loss_rec_all: 0.2223 (0.2328) loss_rec_sfr: 0.2816 (0.3142) loss_cl: -0.2786 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [09:27:29.591755] Epoch: [68] [2600/2904] eta: 0:03:48 lr: 0.002391 loss: 0.1986 (0.2071) loss_rec_all: 0.2246 (0.2328) loss_rec_sfr: 0.2823 (0.3141) loss_cl: -0.2784 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [09:27:44.505792] Epoch: [68] [2620/2904] eta: 0:03:33 lr: 0.002391 loss: 0.2001 (0.2071) loss_rec_all: 0.2257 (0.2328) loss_rec_sfr: 0.3157 (0.3141) loss_cl: -0.2783 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [09:27:59.420541] Epoch: [68] [2640/2904] eta: 0:03:18 lr: 0.002391 loss: 0.1949 (0.2071) loss_rec_all: 0.2208 (0.2327) loss_rec_sfr: 0.3050 (0.3140) loss_cl: -0.2791 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [09:28:14.342034] Epoch: [68] [2660/2904] eta: 0:03:03 lr: 0.002391 loss: 0.1937 (0.2070) loss_rec_all: 0.2200 (0.2327) loss_rec_sfr: 0.3002 (0.3140) loss_cl: -0.2797 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [09:28:29.255654] Epoch: [68] [2680/2904] eta: 0:02:48 lr: 0.002391 loss: 0.1990 (0.2071) loss_rec_all: 0.2250 (0.2328) loss_rec_sfr: 0.2867 (0.3141) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [09:28:44.167334] Epoch: [68] [2700/2904] eta: 0:02:33 lr: 0.002391 loss: 0.1964 (0.2071) loss_rec_all: 0.2220 (0.2328) loss_rec_sfr: 0.2832 (0.3141) loss_cl: -0.2785 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [09:28:59.081316] Epoch: [68] [2720/2904] eta: 0:02:18 lr: 0.002391 loss: 0.2009 (0.2071) loss_rec_all: 0.2269 (0.2328) loss_rec_sfr: 0.2921 (0.3141) loss_cl: -0.2789 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [09:29:14.001699] Epoch: [68] [2740/2904] eta: 0:02:03 lr: 0.002391 loss: 0.1965 (0.2072) loss_rec_all: 0.2222 (0.2329) loss_rec_sfr: 0.3116 (0.3143) loss_cl: -0.2792 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [09:29:28.923307] Epoch: [68] [2760/2904] eta: 0:01:48 lr: 0.002391 loss: 0.1977 (0.2072) loss_rec_all: 0.2239 (0.2329) loss_rec_sfr: 0.3052 (0.3144) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [09:29:43.842006] Epoch: [68] [2780/2904] eta: 0:01:33 lr: 0.002391 loss: 0.1985 (0.2072) loss_rec_all: 0.2246 (0.2329) loss_rec_sfr: 0.3126 (0.3146) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [09:29:58.759836] Epoch: [68] [2800/2904] eta: 0:01:18 lr: 0.002391 loss: 0.1964 (0.2073) loss_rec_all: 0.2223 (0.2329) loss_rec_sfr: 0.2966 (0.3146) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [09:30:13.678655] Epoch: [68] [2820/2904] eta: 0:01:03 lr: 0.002391 loss: 0.1963 (0.2072) loss_rec_all: 0.2221 (0.2329) loss_rec_sfr: 0.3096 (0.3146) loss_cl: -0.2795 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [09:30:28.627473] Epoch: [68] [2840/2904] eta: 0:00:48 lr: 0.002391 loss: 0.1976 (0.2073) loss_rec_all: 0.2235 (0.2329) loss_rec_sfr: 0.3013 (0.3148) loss_cl: -0.2788 (-0.2788) time: 0.7474 data: 0.0023 max mem: 29860 [09:30:43.527356] Epoch: [68] [2860/2904] eta: 0:00:33 lr: 0.002391 loss: 0.1968 (0.2073) loss_rec_all: 0.2226 (0.2330) loss_rec_sfr: 0.2830 (0.3147) loss_cl: -0.2788 (-0.2788) time: 0.7450 data: 0.0001 max mem: 29860 [09:30:58.432824] Epoch: [68] [2880/2904] eta: 0:00:18 lr: 0.002391 loss: 0.1941 (0.2072) loss_rec_all: 0.2201 (0.2329) loss_rec_sfr: 0.2820 (0.3145) loss_cl: -0.2789 (-0.2788) time: 0.7452 data: 0.0001 max mem: 29860 [09:31:13.336391] Epoch: [68] [2900/2904] eta: 0:00:03 lr: 0.002391 loss: 0.1965 (0.2073) loss_rec_all: 0.2224 (0.2330) loss_rec_sfr: 0.2844 (0.3146) loss_cl: -0.2781 (-0.2788) time: 0.7451 data: 0.0001 max mem: 29860 [09:31:15.580155] Epoch: [68] [2903/2904] eta: 0:00:00 lr: 0.002391 loss: 0.1992 (0.2073) loss_rec_all: 0.2251 (0.2329) loss_rec_sfr: 0.2844 (0.3146) loss_cl: -0.2781 (-0.2788) time: 0.7452 data: 0.0001 max mem: 29860 [09:31:17.614100] Epoch: [68] Total time: 0:36:25 (0.7525 s / it) [09:31:17.620629] Averaged stats: lr: 0.002391 loss: 0.1992 (0.2101) loss_rec_all: 0.2251 (0.2334) loss_rec_sfr: 0.2844 (0.3160) loss_cl: -0.2781 (-0.2555) [09:31:17.625425] log_dir: ./checkpoint/VF2_ViT-B [09:31:35.103021] Epoch: [69] [ 0/2904] eta: 14:05:49 lr: 0.002391 loss: 0.2104 (0.2104) loss_rec_all: 0.2360 (0.2360) loss_rec_sfr: 0.2859 (0.2859) loss_cl: -0.2761 (-0.2761) time: 17.4759 data: 16.0257 max mem: 29860 [09:31:50.151666] Epoch: [69] [ 20/2904] eta: 1:14:26 lr: 0.002391 loss: 0.1969 (0.2128) loss_rec_all: 0.2225 (0.2383) loss_rec_sfr: 0.3191 (0.3327) loss_cl: -0.2780 (-0.2779) time: 0.7524 data: 0.0002 max mem: 29860 [09:32:05.040524] Epoch: [69] [ 40/2904] eta: 0:55:11 lr: 0.002391 loss: 0.1993 (0.2119) loss_rec_all: 0.2253 (0.2374) loss_rec_sfr: 0.3059 (0.3279) loss_cl: -0.2787 (-0.2783) time: 0.7444 data: 0.0004 max mem: 29860 [09:32:19.933006] Epoch: [69] [ 60/2904] eta: 0:48:24 lr: 0.002391 loss: 0.1961 (0.2099) loss_rec_all: 0.2222 (0.2355) loss_rec_sfr: 0.2964 (0.3235) loss_cl: -0.2794 (-0.2787) time: 0.7445 data: 0.0004 max mem: 29860 [09:32:34.819892] Epoch: [69] [ 80/2904] eta: 0:44:51 lr: 0.002391 loss: 0.1978 (0.2071) loss_rec_all: 0.2238 (0.2328) loss_rec_sfr: 0.2756 (0.3151) loss_cl: -0.2797 (-0.2789) time: 0.7443 data: 0.0005 max mem: 29860 [09:32:49.715827] Epoch: [69] [ 100/2904] eta: 0:42:36 lr: 0.002391 loss: 0.1910 (0.2044) loss_rec_all: 0.2174 (0.2302) loss_rec_sfr: 0.2756 (0.3058) loss_cl: -0.2795 (-0.2790) time: 0.7448 data: 0.0004 max mem: 29860 [09:33:04.633139] Epoch: [69] [ 120/2904] eta: 0:41:01 lr: 0.002391 loss: 0.1943 (0.2037) loss_rec_all: 0.2207 (0.2295) loss_rec_sfr: 0.2784 (0.3015) loss_cl: -0.2783 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [09:33:19.570046] Epoch: [69] [ 140/2904] eta: 0:39:50 lr: 0.002391 loss: 0.1992 (0.2047) loss_rec_all: 0.2249 (0.2304) loss_rec_sfr: 0.3066 (0.3053) loss_cl: -0.2790 (-0.2789) time: 0.7468 data: 0.0002 max mem: 29860 [09:33:34.491398] Epoch: [69] [ 160/2904] eta: 0:38:52 lr: 0.002391 loss: 0.1981 (0.2054) loss_rec_all: 0.2240 (0.2311) loss_rec_sfr: 0.2968 (0.3085) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [09:33:49.419613] Epoch: [69] [ 180/2904] eta: 0:38:04 lr: 0.002391 loss: 0.1982 (0.2050) loss_rec_all: 0.2241 (0.2307) loss_rec_sfr: 0.2865 (0.3065) loss_cl: -0.2786 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [09:34:04.340322] Epoch: [69] [ 200/2904] eta: 0:37:22 lr: 0.002391 loss: 0.1915 (0.2044) loss_rec_all: 0.2178 (0.2301) loss_rec_sfr: 0.2642 (0.3049) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [09:34:19.258235] Epoch: [69] [ 220/2904] eta: 0:36:45 lr: 0.002391 loss: 0.1961 (0.2051) loss_rec_all: 0.2220 (0.2308) loss_rec_sfr: 0.3068 (0.3081) loss_cl: -0.2790 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [09:34:34.177175] Epoch: [69] [ 240/2904] eta: 0:36:12 lr: 0.002391 loss: 0.1982 (0.2051) loss_rec_all: 0.2244 (0.2308) loss_rec_sfr: 0.2746 (0.3065) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [09:34:49.094232] Epoch: [69] [ 260/2904] eta: 0:35:42 lr: 0.002391 loss: 0.1924 (0.2049) loss_rec_all: 0.2182 (0.2306) loss_rec_sfr: 0.2866 (0.3061) loss_cl: -0.2800 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [09:35:04.015461] Epoch: [69] [ 280/2904] eta: 0:35:13 lr: 0.002391 loss: 0.1949 (0.2050) loss_rec_all: 0.2205 (0.2308) loss_rec_sfr: 0.3029 (0.3066) loss_cl: -0.2791 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [09:35:18.947164] Epoch: [69] [ 300/2904] eta: 0:34:47 lr: 0.002391 loss: 0.2025 (0.2056) loss_rec_all: 0.2284 (0.2313) loss_rec_sfr: 0.2856 (0.3080) loss_cl: -0.2778 (-0.2788) time: 0.7465 data: 0.0003 max mem: 29860 [09:35:33.909567] Epoch: [69] [ 320/2904] eta: 0:34:22 lr: 0.002391 loss: 0.1968 (0.2057) loss_rec_all: 0.2224 (0.2314) loss_rec_sfr: 0.3105 (0.3092) loss_cl: -0.2782 (-0.2787) time: 0.7480 data: 0.0003 max mem: 29860 [09:35:48.827403] Epoch: [69] [ 340/2904] eta: 0:33:59 lr: 0.002391 loss: 0.2065 (0.2068) loss_rec_all: 0.2324 (0.2324) loss_rec_sfr: 0.2870 (0.3115) loss_cl: -0.2786 (-0.2787) time: 0.7458 data: 0.0003 max mem: 29860 [09:36:03.763262] Epoch: [69] [ 360/2904] eta: 0:33:36 lr: 0.002391 loss: 0.2011 (0.2074) loss_rec_all: 0.2269 (0.2330) loss_rec_sfr: 0.3168 (0.3135) loss_cl: -0.2786 (-0.2787) time: 0.7467 data: 0.0003 max mem: 29860 [09:36:18.684282] Epoch: [69] [ 380/2904] eta: 0:33:14 lr: 0.002391 loss: 0.1994 (0.2075) loss_rec_all: 0.2255 (0.2331) loss_rec_sfr: 0.2844 (0.3137) loss_cl: -0.2789 (-0.2787) time: 0.7459 data: 0.0003 max mem: 29860 [09:36:33.607303] Epoch: [69] [ 400/2904] eta: 0:32:52 lr: 0.002391 loss: 0.1968 (0.2072) loss_rec_all: 0.2229 (0.2329) loss_rec_sfr: 0.2860 (0.3135) loss_cl: -0.2795 (-0.2787) time: 0.7461 data: 0.0003 max mem: 29860 [09:36:48.527305] Epoch: [69] [ 420/2904] eta: 0:32:32 lr: 0.002391 loss: 0.1946 (0.2072) loss_rec_all: 0.2207 (0.2329) loss_rec_sfr: 0.2976 (0.3136) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0004 max mem: 29860 [09:37:03.452728] Epoch: [69] [ 440/2904] eta: 0:32:12 lr: 0.002391 loss: 0.1929 (0.2067) loss_rec_all: 0.2186 (0.2324) loss_rec_sfr: 0.2892 (0.3126) loss_cl: -0.2790 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [09:37:18.378020] Epoch: [69] [ 460/2904] eta: 0:31:52 lr: 0.002391 loss: 0.1949 (0.2067) loss_rec_all: 0.2207 (0.2324) loss_rec_sfr: 0.3019 (0.3128) loss_cl: -0.2792 (-0.2788) time: 0.7462 data: 0.0004 max mem: 29860 [09:37:33.300397] Epoch: [69] [ 480/2904] eta: 0:31:33 lr: 0.002391 loss: 0.1971 (0.2066) loss_rec_all: 0.2226 (0.2323) loss_rec_sfr: 0.2831 (0.3122) loss_cl: -0.2780 (-0.2787) time: 0.7461 data: 0.0003 max mem: 29860 [09:37:48.223882] Epoch: [69] [ 500/2904] eta: 0:31:14 lr: 0.002391 loss: 0.1960 (0.2064) loss_rec_all: 0.2221 (0.2320) loss_rec_sfr: 0.2536 (0.3109) loss_cl: -0.2786 (-0.2787) time: 0.7461 data: 0.0003 max mem: 29860 [09:38:03.145750] Epoch: [69] [ 520/2904] eta: 0:30:55 lr: 0.002391 loss: 0.1921 (0.2059) loss_rec_all: 0.2185 (0.2316) loss_rec_sfr: 0.2642 (0.3092) loss_cl: -0.2799 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [09:38:18.064067] Epoch: [69] [ 540/2904] eta: 0:30:37 lr: 0.002391 loss: 0.1941 (0.2059) loss_rec_all: 0.2196 (0.2316) loss_rec_sfr: 0.2840 (0.3092) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [09:38:32.986974] Epoch: [69] [ 560/2904] eta: 0:30:18 lr: 0.002391 loss: 0.1960 (0.2057) loss_rec_all: 0.2222 (0.2314) loss_rec_sfr: 0.2845 (0.3088) loss_cl: -0.2786 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [09:38:47.904389] Epoch: [69] [ 580/2904] eta: 0:30:00 lr: 0.002391 loss: 0.2003 (0.2060) loss_rec_all: 0.2260 (0.2317) loss_rec_sfr: 0.3054 (0.3100) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0004 max mem: 29860 [09:39:02.825949] Epoch: [69] [ 600/2904] eta: 0:29:43 lr: 0.002391 loss: 0.1957 (0.2059) loss_rec_all: 0.2214 (0.2316) loss_rec_sfr: 0.2898 (0.3098) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [09:39:17.752026] Epoch: [69] [ 620/2904] eta: 0:29:25 lr: 0.002391 loss: 0.1986 (0.2060) loss_rec_all: 0.2243 (0.2317) loss_rec_sfr: 0.2968 (0.3102) loss_cl: -0.2786 (-0.2788) time: 0.7463 data: 0.0003 max mem: 29860 [09:39:32.677796] Epoch: [69] [ 640/2904] eta: 0:29:08 lr: 0.002391 loss: 0.1942 (0.2059) loss_rec_all: 0.2206 (0.2316) loss_rec_sfr: 0.2892 (0.3098) loss_cl: -0.2802 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [09:39:47.602962] Epoch: [69] [ 660/2904] eta: 0:28:51 lr: 0.002391 loss: 0.1958 (0.2059) loss_rec_all: 0.2215 (0.2317) loss_rec_sfr: 0.3016 (0.3102) loss_cl: -0.2788 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [09:40:02.529444] Epoch: [69] [ 680/2904] eta: 0:28:34 lr: 0.002391 loss: 0.1963 (0.2057) loss_rec_all: 0.2219 (0.2314) loss_rec_sfr: 0.2825 (0.3097) loss_cl: -0.2786 (-0.2788) time: 0.7463 data: 0.0003 max mem: 29860 [09:40:17.452747] Epoch: [69] [ 700/2904] eta: 0:28:17 lr: 0.002391 loss: 0.2007 (0.2059) loss_rec_all: 0.2265 (0.2316) loss_rec_sfr: 0.2860 (0.3100) loss_cl: -0.2799 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [09:40:32.372977] Epoch: [69] [ 720/2904] eta: 0:28:00 lr: 0.002391 loss: 0.1941 (0.2056) loss_rec_all: 0.2206 (0.2314) loss_rec_sfr: 0.2753 (0.3089) loss_cl: -0.2800 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [09:40:47.295187] Epoch: [69] [ 740/2904] eta: 0:27:43 lr: 0.002391 loss: 0.1964 (0.2058) loss_rec_all: 0.2222 (0.2315) loss_rec_sfr: 0.2828 (0.3093) loss_cl: -0.2785 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [09:41:02.214162] Epoch: [69] [ 760/2904] eta: 0:27:26 lr: 0.002391 loss: 0.1933 (0.2058) loss_rec_all: 0.2191 (0.2315) loss_rec_sfr: 0.3014 (0.3095) loss_cl: -0.2782 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [09:41:17.133153] Epoch: [69] [ 780/2904] eta: 0:27:10 lr: 0.002391 loss: 0.1996 (0.2060) loss_rec_all: 0.2256 (0.2317) loss_rec_sfr: 0.2892 (0.3098) loss_cl: -0.2778 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [09:41:32.050691] Epoch: [69] [ 800/2904] eta: 0:26:53 lr: 0.002391 loss: 0.1989 (0.2060) loss_rec_all: 0.2246 (0.2317) loss_rec_sfr: 0.2939 (0.3097) loss_cl: -0.2793 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [09:41:46.976013] Epoch: [69] [ 820/2904] eta: 0:26:37 lr: 0.002391 loss: 0.1968 (0.2060) loss_rec_all: 0.2227 (0.2317) loss_rec_sfr: 0.3067 (0.3099) loss_cl: -0.2805 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [09:42:01.901124] Epoch: [69] [ 840/2904] eta: 0:26:21 lr: 0.002391 loss: 0.1992 (0.2061) loss_rec_all: 0.2254 (0.2319) loss_rec_sfr: 0.2854 (0.3102) loss_cl: -0.2786 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [09:42:16.828046] Epoch: [69] [ 860/2904] eta: 0:26:04 lr: 0.002391 loss: 0.1937 (0.2059) loss_rec_all: 0.2200 (0.2317) loss_rec_sfr: 0.2841 (0.3094) loss_cl: -0.2784 (-0.2788) time: 0.7463 data: 0.0003 max mem: 29860 [09:42:31.747747] Epoch: [69] [ 880/2904] eta: 0:25:48 lr: 0.002391 loss: 0.1942 (0.2059) loss_rec_all: 0.2204 (0.2316) loss_rec_sfr: 0.2672 (0.3091) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [09:42:46.670827] Epoch: [69] [ 900/2904] eta: 0:25:32 lr: 0.002391 loss: 0.1980 (0.2059) loss_rec_all: 0.2236 (0.2316) loss_rec_sfr: 0.3047 (0.3091) loss_cl: -0.2786 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [09:43:01.595424] Epoch: [69] [ 920/2904] eta: 0:25:16 lr: 0.002391 loss: 0.2074 (0.2063) loss_rec_all: 0.2334 (0.2320) loss_rec_sfr: 0.3212 (0.3103) loss_cl: -0.2783 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [09:43:16.516530] Epoch: [69] [ 940/2904] eta: 0:25:00 lr: 0.002391 loss: 0.2190 (0.2068) loss_rec_all: 0.2444 (0.2325) loss_rec_sfr: 0.3228 (0.3112) loss_cl: -0.2792 (-0.2787) time: 0.7460 data: 0.0003 max mem: 29860 [09:43:31.433258] Epoch: [69] [ 960/2904] eta: 0:24:44 lr: 0.002391 loss: 0.2132 (0.2072) loss_rec_all: 0.2389 (0.2329) loss_rec_sfr: 0.3158 (0.3118) loss_cl: -0.2778 (-0.2787) time: 0.7458 data: 0.0004 max mem: 29860 [09:43:46.356692] Epoch: [69] [ 980/2904] eta: 0:24:28 lr: 0.002391 loss: 0.2031 (0.2073) loss_rec_all: 0.2288 (0.2330) loss_rec_sfr: 0.2793 (0.3118) loss_cl: -0.2775 (-0.2787) time: 0.7461 data: 0.0003 max mem: 29860 [09:44:01.279323] Epoch: [69] [1000/2904] eta: 0:24:12 lr: 0.002391 loss: 0.2017 (0.2075) loss_rec_all: 0.2277 (0.2332) loss_rec_sfr: 0.2873 (0.3121) loss_cl: -0.2785 (-0.2787) time: 0.7461 data: 0.0003 max mem: 29860 [09:44:16.201413] Epoch: [69] [1020/2904] eta: 0:23:56 lr: 0.002391 loss: 0.2011 (0.2076) loss_rec_all: 0.2265 (0.2333) loss_rec_sfr: 0.2897 (0.3123) loss_cl: -0.2790 (-0.2787) time: 0.7461 data: 0.0003 max mem: 29860 [09:44:31.128505] Epoch: [69] [1040/2904] eta: 0:23:40 lr: 0.002391 loss: 0.1989 (0.2077) loss_rec_all: 0.2248 (0.2334) loss_rec_sfr: 0.2706 (0.3125) loss_cl: -0.2792 (-0.2787) time: 0.7463 data: 0.0003 max mem: 29860 [09:44:46.062756] Epoch: [69] [1060/2904] eta: 0:23:24 lr: 0.002391 loss: 0.1944 (0.2078) loss_rec_all: 0.2205 (0.2335) loss_rec_sfr: 0.2804 (0.3127) loss_cl: -0.2796 (-0.2787) time: 0.7467 data: 0.0003 max mem: 29860 [09:45:00.981975] Epoch: [69] [1080/2904] eta: 0:23:09 lr: 0.002391 loss: 0.1982 (0.2078) loss_rec_all: 0.2241 (0.2335) loss_rec_sfr: 0.2881 (0.3128) loss_cl: -0.2790 (-0.2787) time: 0.7459 data: 0.0003 max mem: 29860 [09:45:15.902857] Epoch: [69] [1100/2904] eta: 0:22:53 lr: 0.002391 loss: 0.1995 (0.2080) loss_rec_all: 0.2250 (0.2337) loss_rec_sfr: 0.3184 (0.3138) loss_cl: -0.2787 (-0.2787) time: 0.7460 data: 0.0003 max mem: 29860 [09:45:30.823701] Epoch: [69] [1120/2904] eta: 0:22:37 lr: 0.002391 loss: 0.1947 (0.2079) loss_rec_all: 0.2210 (0.2336) loss_rec_sfr: 0.2797 (0.3134) loss_cl: -0.2787 (-0.2787) time: 0.7460 data: 0.0003 max mem: 29860 [09:45:45.739248] Epoch: [69] [1140/2904] eta: 0:22:22 lr: 0.002391 loss: 0.1976 (0.2079) loss_rec_all: 0.2240 (0.2336) loss_rec_sfr: 0.2623 (0.3132) loss_cl: -0.2791 (-0.2787) time: 0.7457 data: 0.0003 max mem: 29860 [09:46:00.661898] Epoch: [69] [1160/2904] eta: 0:22:06 lr: 0.002391 loss: 0.1990 (0.2079) loss_rec_all: 0.2246 (0.2336) loss_rec_sfr: 0.2767 (0.3130) loss_cl: -0.2793 (-0.2787) time: 0.7461 data: 0.0003 max mem: 29860 [09:46:15.581148] Epoch: [69] [1180/2904] eta: 0:21:50 lr: 0.002391 loss: 0.1958 (0.2078) loss_rec_all: 0.2215 (0.2335) loss_rec_sfr: 0.2789 (0.3127) loss_cl: -0.2790 (-0.2787) time: 0.7459 data: 0.0003 max mem: 29860 [09:46:30.496048] Epoch: [69] [1200/2904] eta: 0:21:35 lr: 0.002391 loss: 0.1920 (0.2078) loss_rec_all: 0.2178 (0.2335) loss_rec_sfr: 0.2873 (0.3127) loss_cl: -0.2787 (-0.2787) time: 0.7457 data: 0.0003 max mem: 29860 [09:46:45.415171] Epoch: [69] [1220/2904] eta: 0:21:19 lr: 0.002391 loss: 0.1972 (0.2078) loss_rec_all: 0.2230 (0.2335) loss_rec_sfr: 0.3010 (0.3129) loss_cl: -0.2782 (-0.2787) time: 0.7459 data: 0.0003 max mem: 29860 [09:47:00.328682] Epoch: [69] [1240/2904] eta: 0:21:03 lr: 0.002391 loss: 0.1939 (0.2077) loss_rec_all: 0.2198 (0.2334) loss_rec_sfr: 0.2791 (0.3127) loss_cl: -0.2779 (-0.2787) time: 0.7456 data: 0.0003 max mem: 29860 [09:47:15.241807] Epoch: [69] [1260/2904] eta: 0:20:48 lr: 0.002391 loss: 0.2000 (0.2079) loss_rec_all: 0.2259 (0.2335) loss_rec_sfr: 0.2905 (0.3131) loss_cl: -0.2778 (-0.2787) time: 0.7456 data: 0.0003 max mem: 29860 [09:47:30.162489] Epoch: [69] [1280/2904] eta: 0:20:32 lr: 0.002391 loss: 0.2027 (0.2079) loss_rec_all: 0.2284 (0.2335) loss_rec_sfr: 0.2849 (0.3130) loss_cl: -0.2790 (-0.2787) time: 0.7460 data: 0.0003 max mem: 29860 [09:47:45.084887] Epoch: [69] [1300/2904] eta: 0:20:17 lr: 0.002391 loss: 0.1969 (0.2080) loss_rec_all: 0.2227 (0.2336) loss_rec_sfr: 0.3189 (0.3136) loss_cl: -0.2802 (-0.2787) time: 0.7461 data: 0.0003 max mem: 29860 [09:48:00.007726] Epoch: [69] [1320/2904] eta: 0:20:01 lr: 0.002391 loss: 0.1957 (0.2080) loss_rec_all: 0.2213 (0.2337) loss_rec_sfr: 0.3119 (0.3139) loss_cl: -0.2789 (-0.2787) time: 0.7461 data: 0.0003 max mem: 29860 [09:48:14.924456] Epoch: [69] [1340/2904] eta: 0:19:46 lr: 0.002391 loss: 0.2006 (0.2082) loss_rec_all: 0.2262 (0.2338) loss_rec_sfr: 0.3165 (0.3146) loss_cl: -0.2785 (-0.2787) time: 0.7458 data: 0.0003 max mem: 29860 [09:48:29.838083] Epoch: [69] [1360/2904] eta: 0:19:30 lr: 0.002391 loss: 0.1968 (0.2081) loss_rec_all: 0.2225 (0.2337) loss_rec_sfr: 0.2779 (0.3143) loss_cl: -0.2784 (-0.2787) time: 0.7456 data: 0.0003 max mem: 29860 [09:48:44.758547] Epoch: [69] [1380/2904] eta: 0:19:15 lr: 0.002391 loss: 0.1982 (0.2081) loss_rec_all: 0.2243 (0.2338) loss_rec_sfr: 0.2872 (0.3145) loss_cl: -0.2797 (-0.2787) time: 0.7460 data: 0.0003 max mem: 29860 [09:48:59.682044] Epoch: [69] [1400/2904] eta: 0:19:00 lr: 0.002391 loss: 0.1955 (0.2080) loss_rec_all: 0.2217 (0.2337) loss_rec_sfr: 0.2623 (0.3141) loss_cl: -0.2788 (-0.2787) time: 0.7461 data: 0.0003 max mem: 29860 [09:49:14.609552] Epoch: [69] [1420/2904] eta: 0:18:44 lr: 0.002391 loss: 0.1956 (0.2079) loss_rec_all: 0.2216 (0.2336) loss_rec_sfr: 0.2762 (0.3139) loss_cl: -0.2791 (-0.2787) time: 0.7463 data: 0.0003 max mem: 29860 [09:49:29.527384] Epoch: [69] [1440/2904] eta: 0:18:29 lr: 0.002391 loss: 0.1954 (0.2079) loss_rec_all: 0.2212 (0.2335) loss_rec_sfr: 0.2957 (0.3138) loss_cl: -0.2799 (-0.2787) time: 0.7458 data: 0.0003 max mem: 29860 [09:49:44.442899] Epoch: [69] [1460/2904] eta: 0:18:13 lr: 0.002391 loss: 0.1947 (0.2077) loss_rec_all: 0.2208 (0.2334) loss_rec_sfr: 0.2914 (0.3134) loss_cl: -0.2784 (-0.2787) time: 0.7457 data: 0.0004 max mem: 29860 [09:49:59.361009] Epoch: [69] [1480/2904] eta: 0:17:58 lr: 0.002391 loss: 0.2070 (0.2078) loss_rec_all: 0.2327 (0.2335) loss_rec_sfr: 0.2846 (0.3136) loss_cl: -0.2779 (-0.2787) time: 0.7459 data: 0.0003 max mem: 29860 [09:50:14.284852] Epoch: [69] [1500/2904] eta: 0:17:43 lr: 0.002391 loss: 0.1949 (0.2078) loss_rec_all: 0.2207 (0.2335) loss_rec_sfr: 0.2855 (0.3137) loss_cl: -0.2783 (-0.2787) time: 0.7461 data: 0.0004 max mem: 29860 [09:50:29.201879] Epoch: [69] [1520/2904] eta: 0:17:27 lr: 0.002391 loss: 0.1992 (0.2079) loss_rec_all: 0.2246 (0.2336) loss_rec_sfr: 0.3127 (0.3141) loss_cl: -0.2788 (-0.2787) time: 0.7458 data: 0.0003 max mem: 29860 [09:50:44.119492] Epoch: [69] [1540/2904] eta: 0:17:12 lr: 0.002391 loss: 0.1980 (0.2080) loss_rec_all: 0.2238 (0.2336) loss_rec_sfr: 0.3020 (0.3143) loss_cl: -0.2789 (-0.2787) time: 0.7458 data: 0.0004 max mem: 29860 [09:50:59.044927] Epoch: [69] [1560/2904] eta: 0:16:57 lr: 0.002391 loss: 0.1972 (0.2079) loss_rec_all: 0.2230 (0.2335) loss_rec_sfr: 0.2823 (0.3141) loss_cl: -0.2789 (-0.2787) time: 0.7462 data: 0.0003 max mem: 29860 [09:51:13.967049] Epoch: [69] [1580/2904] eta: 0:16:41 lr: 0.002391 loss: 0.2005 (0.2079) loss_rec_all: 0.2267 (0.2335) loss_rec_sfr: 0.2845 (0.3141) loss_cl: -0.2784 (-0.2787) time: 0.7461 data: 0.0003 max mem: 29860 [09:51:28.894332] Epoch: [69] [1600/2904] eta: 0:16:26 lr: 0.002391 loss: 0.1995 (0.2079) loss_rec_all: 0.2255 (0.2336) loss_rec_sfr: 0.2914 (0.3143) loss_cl: -0.2785 (-0.2787) time: 0.7463 data: 0.0003 max mem: 29860 [09:51:43.818991] Epoch: [69] [1620/2904] eta: 0:16:11 lr: 0.002391 loss: 0.1964 (0.2079) loss_rec_all: 0.2221 (0.2336) loss_rec_sfr: 0.3152 (0.3143) loss_cl: -0.2795 (-0.2787) time: 0.7462 data: 0.0003 max mem: 29860 [09:51:58.740829] Epoch: [69] [1640/2904] eta: 0:15:55 lr: 0.002391 loss: 0.1973 (0.2079) loss_rec_all: 0.2232 (0.2335) loss_rec_sfr: 0.2727 (0.3142) loss_cl: -0.2788 (-0.2787) time: 0.7460 data: 0.0003 max mem: 29860 [09:52:13.655852] Epoch: [69] [1660/2904] eta: 0:15:40 lr: 0.002391 loss: 0.1943 (0.2077) loss_rec_all: 0.2201 (0.2334) loss_rec_sfr: 0.2895 (0.3139) loss_cl: -0.2785 (-0.2787) time: 0.7457 data: 0.0003 max mem: 29860 [09:52:28.571297] Epoch: [69] [1680/2904] eta: 0:15:25 lr: 0.002391 loss: 0.1929 (0.2077) loss_rec_all: 0.2191 (0.2334) loss_rec_sfr: 0.3019 (0.3139) loss_cl: -0.2783 (-0.2787) time: 0.7457 data: 0.0003 max mem: 29860 [09:52:43.488950] Epoch: [69] [1700/2904] eta: 0:15:10 lr: 0.002391 loss: 0.1981 (0.2077) loss_rec_all: 0.2238 (0.2333) loss_rec_sfr: 0.2886 (0.3137) loss_cl: -0.2795 (-0.2787) time: 0.7458 data: 0.0003 max mem: 29860 [09:52:58.406159] Epoch: [69] [1720/2904] eta: 0:14:54 lr: 0.002391 loss: 0.2024 (0.2077) loss_rec_all: 0.2283 (0.2334) loss_rec_sfr: 0.2960 (0.3139) loss_cl: -0.2794 (-0.2787) time: 0.7458 data: 0.0003 max mem: 29860 [09:53:13.324146] Epoch: [69] [1740/2904] eta: 0:14:39 lr: 0.002391 loss: 0.1976 (0.2078) loss_rec_all: 0.2236 (0.2334) loss_rec_sfr: 0.3071 (0.3142) loss_cl: -0.2790 (-0.2787) time: 0.7459 data: 0.0003 max mem: 29860 [09:53:28.247186] Epoch: [69] [1760/2904] eta: 0:14:24 lr: 0.002391 loss: 0.2009 (0.2079) loss_rec_all: 0.2267 (0.2335) loss_rec_sfr: 0.3043 (0.3146) loss_cl: -0.2776 (-0.2787) time: 0.7461 data: 0.0003 max mem: 29860 [09:53:43.164286] Epoch: [69] [1780/2904] eta: 0:14:09 lr: 0.002391 loss: 0.1950 (0.2078) loss_rec_all: 0.2209 (0.2335) loss_rec_sfr: 0.2743 (0.3144) loss_cl: -0.2786 (-0.2787) time: 0.7458 data: 0.0003 max mem: 29860 [09:53:58.085070] Epoch: [69] [1800/2904] eta: 0:13:53 lr: 0.002391 loss: 0.1966 (0.2078) loss_rec_all: 0.2224 (0.2334) loss_rec_sfr: 0.3042 (0.3143) loss_cl: -0.2795 (-0.2787) time: 0.7460 data: 0.0003 max mem: 29860 [09:54:13.003912] Epoch: [69] [1820/2904] eta: 0:13:38 lr: 0.002391 loss: 0.1957 (0.2077) loss_rec_all: 0.2215 (0.2334) loss_rec_sfr: 0.3046 (0.3143) loss_cl: -0.2795 (-0.2787) time: 0.7459 data: 0.0003 max mem: 29860 [09:54:27.923077] Epoch: [69] [1840/2904] eta: 0:13:23 lr: 0.002391 loss: 0.1966 (0.2078) loss_rec_all: 0.2223 (0.2335) loss_rec_sfr: 0.3116 (0.3145) loss_cl: -0.2778 (-0.2787) time: 0.7459 data: 0.0003 max mem: 29860 [09:54:42.840593] Epoch: [69] [1860/2904] eta: 0:13:08 lr: 0.002391 loss: 0.1959 (0.2078) loss_rec_all: 0.2215 (0.2335) loss_rec_sfr: 0.2703 (0.3146) loss_cl: -0.2785 (-0.2787) time: 0.7458 data: 0.0003 max mem: 29860 [09:54:57.767181] Epoch: [69] [1880/2904] eta: 0:12:53 lr: 0.002391 loss: 0.1963 (0.2078) loss_rec_all: 0.2218 (0.2335) loss_rec_sfr: 0.3135 (0.3148) loss_cl: -0.2786 (-0.2787) time: 0.7463 data: 0.0003 max mem: 29860 [09:55:12.690624] Epoch: [69] [1900/2904] eta: 0:12:37 lr: 0.002391 loss: 0.1953 (0.2078) loss_rec_all: 0.2216 (0.2335) loss_rec_sfr: 0.2823 (0.3147) loss_cl: -0.2792 (-0.2787) time: 0.7461 data: 0.0003 max mem: 29860 [09:55:27.613286] Epoch: [69] [1920/2904] eta: 0:12:22 lr: 0.002391 loss: 0.1958 (0.2078) loss_rec_all: 0.2215 (0.2335) loss_rec_sfr: 0.2897 (0.3146) loss_cl: -0.2791 (-0.2787) time: 0.7461 data: 0.0003 max mem: 29860 [09:55:42.541369] Epoch: [69] [1940/2904] eta: 0:12:07 lr: 0.002391 loss: 0.1956 (0.2078) loss_rec_all: 0.2215 (0.2335) loss_rec_sfr: 0.2857 (0.3147) loss_cl: -0.2790 (-0.2787) time: 0.7464 data: 0.0003 max mem: 29860 [09:55:57.465053] Epoch: [69] [1960/2904] eta: 0:11:52 lr: 0.002391 loss: 0.1937 (0.2078) loss_rec_all: 0.2196 (0.2335) loss_rec_sfr: 0.3034 (0.3147) loss_cl: -0.2784 (-0.2787) time: 0.7461 data: 0.0003 max mem: 29860 [09:56:12.384673] Epoch: [69] [1980/2904] eta: 0:11:37 lr: 0.002391 loss: 0.1954 (0.2077) loss_rec_all: 0.2214 (0.2334) loss_rec_sfr: 0.2909 (0.3146) loss_cl: -0.2789 (-0.2787) time: 0.7459 data: 0.0003 max mem: 29860 [09:56:27.304107] Epoch: [69] [2000/2904] eta: 0:11:21 lr: 0.002391 loss: 0.1963 (0.2077) loss_rec_all: 0.2221 (0.2333) loss_rec_sfr: 0.2896 (0.3145) loss_cl: -0.2789 (-0.2787) time: 0.7459 data: 0.0003 max mem: 29860 [09:56:42.220606] Epoch: [69] [2020/2904] eta: 0:11:06 lr: 0.002391 loss: 0.2036 (0.2078) loss_rec_all: 0.2293 (0.2335) loss_rec_sfr: 0.3093 (0.3148) loss_cl: -0.2790 (-0.2787) time: 0.7458 data: 0.0003 max mem: 29860 [09:56:57.139867] Epoch: [69] [2040/2904] eta: 0:10:51 lr: 0.002391 loss: 0.2014 (0.2079) loss_rec_all: 0.2274 (0.2336) loss_rec_sfr: 0.3102 (0.3153) loss_cl: -0.2788 (-0.2787) time: 0.7459 data: 0.0003 max mem: 29860 [09:57:12.062170] Epoch: [69] [2060/2904] eta: 0:10:36 lr: 0.002391 loss: 0.1973 (0.2079) loss_rec_all: 0.2230 (0.2336) loss_rec_sfr: 0.2868 (0.3153) loss_cl: -0.2791 (-0.2787) time: 0.7461 data: 0.0003 max mem: 29860 [09:57:26.982067] Epoch: [69] [2080/2904] eta: 0:10:21 lr: 0.002391 loss: 0.2051 (0.2080) loss_rec_all: 0.2308 (0.2336) loss_rec_sfr: 0.2874 (0.3154) loss_cl: -0.2786 (-0.2787) time: 0.7460 data: 0.0003 max mem: 29860 [09:57:41.904277] Epoch: [69] [2100/2904] eta: 0:10:06 lr: 0.002391 loss: 0.2001 (0.2079) loss_rec_all: 0.2256 (0.2336) loss_rec_sfr: 0.2965 (0.3154) loss_cl: -0.2786 (-0.2787) time: 0.7461 data: 0.0003 max mem: 29860 [09:57:56.828234] Epoch: [69] [2120/2904] eta: 0:09:51 lr: 0.002391 loss: 0.1977 (0.2079) loss_rec_all: 0.2238 (0.2336) loss_rec_sfr: 0.2653 (0.3151) loss_cl: -0.2792 (-0.2787) time: 0.7462 data: 0.0003 max mem: 29860 [09:58:11.764175] Epoch: [69] [2140/2904] eta: 0:09:35 lr: 0.002391 loss: 0.2047 (0.2080) loss_rec_all: 0.2306 (0.2337) loss_rec_sfr: 0.3063 (0.3156) loss_cl: -0.2793 (-0.2787) time: 0.7467 data: 0.0003 max mem: 29860 [09:58:26.700004] Epoch: [69] [2160/2904] eta: 0:09:20 lr: 0.002391 loss: 0.1991 (0.2081) loss_rec_all: 0.2249 (0.2337) loss_rec_sfr: 0.2986 (0.3157) loss_cl: -0.2791 (-0.2787) time: 0.7467 data: 0.0003 max mem: 29860 [09:58:41.634904] Epoch: [69] [2180/2904] eta: 0:09:05 lr: 0.002391 loss: 0.1967 (0.2081) loss_rec_all: 0.2226 (0.2337) loss_rec_sfr: 0.3044 (0.3157) loss_cl: -0.2791 (-0.2787) time: 0.7467 data: 0.0003 max mem: 29860 [09:58:56.568174] Epoch: [69] [2200/2904] eta: 0:08:50 lr: 0.002391 loss: 0.1950 (0.2081) loss_rec_all: 0.2210 (0.2337) loss_rec_sfr: 0.2523 (0.3155) loss_cl: -0.2785 (-0.2787) time: 0.7466 data: 0.0003 max mem: 29860 [09:59:11.503013] Epoch: [69] [2220/2904] eta: 0:08:35 lr: 0.002391 loss: 0.1943 (0.2080) loss_rec_all: 0.2200 (0.2337) loss_rec_sfr: 0.2672 (0.3154) loss_cl: -0.2788 (-0.2787) time: 0.7467 data: 0.0003 max mem: 29860 [09:59:26.432545] Epoch: [69] [2240/2904] eta: 0:08:20 lr: 0.002391 loss: 0.1940 (0.2079) loss_rec_all: 0.2200 (0.2336) loss_rec_sfr: 0.2598 (0.3150) loss_cl: -0.2789 (-0.2787) time: 0.7464 data: 0.0003 max mem: 29860 [09:59:41.360275] Epoch: [69] [2260/2904] eta: 0:08:05 lr: 0.002391 loss: 0.1928 (0.2079) loss_rec_all: 0.2185 (0.2335) loss_rec_sfr: 0.2888 (0.3149) loss_cl: -0.2789 (-0.2787) time: 0.7463 data: 0.0003 max mem: 29860 [09:59:56.307410] Epoch: [69] [2280/2904] eta: 0:07:50 lr: 0.002391 loss: 0.1957 (0.2079) loss_rec_all: 0.2214 (0.2336) loss_rec_sfr: 0.3071 (0.3150) loss_cl: -0.2784 (-0.2787) time: 0.7473 data: 0.0003 max mem: 29860 [10:00:11.241470] Epoch: [69] [2300/2904] eta: 0:07:35 lr: 0.002391 loss: 0.1964 (0.2079) loss_rec_all: 0.2221 (0.2335) loss_rec_sfr: 0.2966 (0.3151) loss_cl: -0.2789 (-0.2787) time: 0.7467 data: 0.0003 max mem: 29860 [10:00:26.179757] Epoch: [69] [2320/2904] eta: 0:07:19 lr: 0.002391 loss: 0.1973 (0.2079) loss_rec_all: 0.2231 (0.2335) loss_rec_sfr: 0.2843 (0.3150) loss_cl: -0.2794 (-0.2787) time: 0.7469 data: 0.0003 max mem: 29860 [10:00:41.115891] Epoch: [69] [2340/2904] eta: 0:07:04 lr: 0.002391 loss: 0.1942 (0.2078) loss_rec_all: 0.2204 (0.2335) loss_rec_sfr: 0.2855 (0.3148) loss_cl: -0.2789 (-0.2787) time: 0.7468 data: 0.0003 max mem: 29860 [10:00:56.200967] Epoch: [69] [2360/2904] eta: 0:06:49 lr: 0.002391 loss: 0.1971 (0.2078) loss_rec_all: 0.2229 (0.2335) loss_rec_sfr: 0.2944 (0.3149) loss_cl: -0.2778 (-0.2787) time: 0.7542 data: 0.0003 max mem: 29860 [10:01:11.134187] Epoch: [69] [2380/2904] eta: 0:06:34 lr: 0.002391 loss: 0.1971 (0.2079) loss_rec_all: 0.2229 (0.2336) loss_rec_sfr: 0.3083 (0.3153) loss_cl: -0.2781 (-0.2787) time: 0.7466 data: 0.0003 max mem: 29860 [10:01:26.063442] Epoch: [69] [2400/2904] eta: 0:06:19 lr: 0.002391 loss: 0.1989 (0.2079) loss_rec_all: 0.2249 (0.2336) loss_rec_sfr: 0.2856 (0.3153) loss_cl: -0.2789 (-0.2787) time: 0.7464 data: 0.0004 max mem: 29860 [10:01:40.990960] Epoch: [69] [2420/2904] eta: 0:06:04 lr: 0.002391 loss: 0.1948 (0.2079) loss_rec_all: 0.2205 (0.2336) loss_rec_sfr: 0.3005 (0.3154) loss_cl: -0.2793 (-0.2787) time: 0.7463 data: 0.0003 max mem: 29860 [10:01:55.928552] Epoch: [69] [2440/2904] eta: 0:05:49 lr: 0.002391 loss: 0.1940 (0.2080) loss_rec_all: 0.2202 (0.2336) loss_rec_sfr: 0.2694 (0.3154) loss_cl: -0.2790 (-0.2787) time: 0.7468 data: 0.0003 max mem: 29860 [10:02:10.859317] Epoch: [69] [2460/2904] eta: 0:05:34 lr: 0.002391 loss: 0.1938 (0.2080) loss_rec_all: 0.2196 (0.2337) loss_rec_sfr: 0.3062 (0.3156) loss_cl: -0.2786 (-0.2787) time: 0.7465 data: 0.0004 max mem: 29860 [10:02:25.793218] Epoch: [69] [2480/2904] eta: 0:05:19 lr: 0.002391 loss: 0.1987 (0.2080) loss_rec_all: 0.2244 (0.2337) loss_rec_sfr: 0.3098 (0.3157) loss_cl: -0.2788 (-0.2787) time: 0.7467 data: 0.0003 max mem: 29860 [10:02:40.725524] Epoch: [69] [2500/2904] eta: 0:05:04 lr: 0.002391 loss: 0.1972 (0.2080) loss_rec_all: 0.2229 (0.2337) loss_rec_sfr: 0.2994 (0.3157) loss_cl: -0.2796 (-0.2787) time: 0.7466 data: 0.0003 max mem: 29860 [10:02:55.656087] Epoch: [69] [2520/2904] eta: 0:04:49 lr: 0.002391 loss: 0.1993 (0.2080) loss_rec_all: 0.2248 (0.2337) loss_rec_sfr: 0.2895 (0.3158) loss_cl: -0.2790 (-0.2787) time: 0.7465 data: 0.0003 max mem: 29860 [10:03:10.588224] Epoch: [69] [2540/2904] eta: 0:04:34 lr: 0.002391 loss: 0.1959 (0.2080) loss_rec_all: 0.2215 (0.2337) loss_rec_sfr: 0.3113 (0.3158) loss_cl: -0.2787 (-0.2787) time: 0.7466 data: 0.0003 max mem: 29860 [10:03:25.521148] Epoch: [69] [2560/2904] eta: 0:04:18 lr: 0.002391 loss: 0.1965 (0.2080) loss_rec_all: 0.2221 (0.2337) loss_rec_sfr: 0.3035 (0.3157) loss_cl: -0.2786 (-0.2787) time: 0.7466 data: 0.0003 max mem: 29860 [10:03:40.457123] Epoch: [69] [2580/2904] eta: 0:04:03 lr: 0.002391 loss: 0.1979 (0.2080) loss_rec_all: 0.2236 (0.2337) loss_rec_sfr: 0.3100 (0.3159) loss_cl: -0.2792 (-0.2787) time: 0.7468 data: 0.0003 max mem: 29860 [10:03:55.404619] Epoch: [69] [2600/2904] eta: 0:03:48 lr: 0.002391 loss: 0.1998 (0.2081) loss_rec_all: 0.2253 (0.2338) loss_rec_sfr: 0.3198 (0.3162) loss_cl: -0.2792 (-0.2787) time: 0.7473 data: 0.0003 max mem: 29860 [10:04:10.336847] Epoch: [69] [2620/2904] eta: 0:03:33 lr: 0.002391 loss: 0.1959 (0.2081) loss_rec_all: 0.2221 (0.2337) loss_rec_sfr: 0.2735 (0.3161) loss_cl: -0.2790 (-0.2787) time: 0.7466 data: 0.0003 max mem: 29860 [10:04:25.277089] Epoch: [69] [2640/2904] eta: 0:03:18 lr: 0.002391 loss: 0.2005 (0.2081) loss_rec_all: 0.2265 (0.2337) loss_rec_sfr: 0.2929 (0.3162) loss_cl: -0.2785 (-0.2787) time: 0.7470 data: 0.0003 max mem: 29860 [10:04:40.217647] Epoch: [69] [2660/2904] eta: 0:03:03 lr: 0.002391 loss: 0.1960 (0.2080) loss_rec_all: 0.2216 (0.2336) loss_rec_sfr: 0.2664 (0.3158) loss_cl: -0.2775 (-0.2787) time: 0.7470 data: 0.0003 max mem: 29860 [10:04:55.154410] Epoch: [69] [2680/2904] eta: 0:02:48 lr: 0.002391 loss: 0.2018 (0.2080) loss_rec_all: 0.2279 (0.2337) loss_rec_sfr: 0.2875 (0.3160) loss_cl: -0.2784 (-0.2787) time: 0.7468 data: 0.0003 max mem: 29860 [10:05:10.086225] Epoch: [69] [2700/2904] eta: 0:02:33 lr: 0.002391 loss: 0.1965 (0.2081) loss_rec_all: 0.2226 (0.2337) loss_rec_sfr: 0.2893 (0.3159) loss_cl: -0.2791 (-0.2787) time: 0.7465 data: 0.0003 max mem: 29860 [10:05:25.014513] Epoch: [69] [2720/2904] eta: 0:02:18 lr: 0.002391 loss: 0.1953 (0.2081) loss_rec_all: 0.2216 (0.2337) loss_rec_sfr: 0.2859 (0.3160) loss_cl: -0.2798 (-0.2787) time: 0.7464 data: 0.0003 max mem: 29860 [10:05:39.948066] Epoch: [69] [2740/2904] eta: 0:02:03 lr: 0.002391 loss: 0.1990 (0.2081) loss_rec_all: 0.2246 (0.2337) loss_rec_sfr: 0.2888 (0.3160) loss_cl: -0.2797 (-0.2787) time: 0.7466 data: 0.0003 max mem: 29860 [10:05:54.877390] Epoch: [69] [2760/2904] eta: 0:01:48 lr: 0.002391 loss: 0.1992 (0.2081) loss_rec_all: 0.2251 (0.2338) loss_rec_sfr: 0.2943 (0.3161) loss_cl: -0.2776 (-0.2787) time: 0.7464 data: 0.0003 max mem: 29860 [10:06:09.811539] Epoch: [69] [2780/2904] eta: 0:01:33 lr: 0.002391 loss: 0.2018 (0.2082) loss_rec_all: 0.2274 (0.2338) loss_rec_sfr: 0.2920 (0.3162) loss_cl: -0.2777 (-0.2787) time: 0.7467 data: 0.0003 max mem: 29860 [10:06:24.741060] Epoch: [69] [2800/2904] eta: 0:01:18 lr: 0.002391 loss: 0.1967 (0.2081) loss_rec_all: 0.2228 (0.2338) loss_rec_sfr: 0.2753 (0.3161) loss_cl: -0.2790 (-0.2787) time: 0.7464 data: 0.0003 max mem: 29860 [10:06:39.669001] Epoch: [69] [2820/2904] eta: 0:01:03 lr: 0.002391 loss: 0.1991 (0.2082) loss_rec_all: 0.2252 (0.2338) loss_rec_sfr: 0.3039 (0.3162) loss_cl: -0.2800 (-0.2787) time: 0.7464 data: 0.0003 max mem: 29860 [10:06:54.639494] Epoch: [69] [2840/2904] eta: 0:00:48 lr: 0.002391 loss: 0.1995 (0.2082) loss_rec_all: 0.2254 (0.2339) loss_rec_sfr: 0.3040 (0.3164) loss_cl: -0.2792 (-0.2787) time: 0.7485 data: 0.0031 max mem: 29860 [10:07:09.551551] Epoch: [69] [2860/2904] eta: 0:00:33 lr: 0.002391 loss: 0.1991 (0.2083) loss_rec_all: 0.2248 (0.2339) loss_rec_sfr: 0.3096 (0.3165) loss_cl: -0.2785 (-0.2787) time: 0.7455 data: 0.0001 max mem: 29860 [10:07:24.460893] Epoch: [69] [2880/2904] eta: 0:00:18 lr: 0.002391 loss: 0.1962 (0.2082) loss_rec_all: 0.2219 (0.2339) loss_rec_sfr: 0.2950 (0.3164) loss_cl: -0.2781 (-0.2787) time: 0.7454 data: 0.0001 max mem: 29860 [10:07:39.377033] Epoch: [69] [2900/2904] eta: 0:00:03 lr: 0.002391 loss: 0.1989 (0.2082) loss_rec_all: 0.2245 (0.2339) loss_rec_sfr: 0.2901 (0.3165) loss_cl: -0.2786 (-0.2787) time: 0.7458 data: 0.0001 max mem: 29860 [10:07:41.620367] Epoch: [69] [2903/2904] eta: 0:00:00 lr: 0.002391 loss: 0.1970 (0.2082) loss_rec_all: 0.2232 (0.2339) loss_rec_sfr: 0.2988 (0.3165) loss_cl: -0.2788 (-0.2787) time: 0.7456 data: 0.0001 max mem: 29860 [10:07:43.881868] Epoch: [69] Total time: 0:36:26 (0.7528 s / it) [10:07:43.882921] Averaged stats: lr: 0.002391 loss: 0.1970 (0.2106) loss_rec_all: 0.2232 (0.2339) loss_rec_sfr: 0.2988 (0.3171) loss_cl: -0.2788 (-0.2554) [10:07:43.888493] log_dir: ./checkpoint/VF2_ViT-B [10:07:58.642150] Epoch: [70] [ 0/2904] eta: 11:54:01 lr: 0.002391 loss: 0.1903 (0.1903) loss_rec_all: 0.2166 (0.2166) loss_rec_sfr: 0.2236 (0.2236) loss_cl: -0.2779 (-0.2779) time: 14.7527 data: 14.0196 max mem: 29860 [10:08:15.939392] Epoch: [70] [ 20/2904] eta: 1:13:21 lr: 0.002391 loss: 0.1978 (0.2052) loss_rec_all: 0.2236 (0.2309) loss_rec_sfr: 0.2864 (0.3106) loss_cl: -0.2793 (-0.2791) time: 0.8648 data: 0.0321 max mem: 29860 [10:08:30.828021] Epoch: [70] [ 40/2904] eta: 0:54:38 lr: 0.002391 loss: 0.1952 (0.2033) loss_rec_all: 0.2210 (0.2291) loss_rec_sfr: 0.2768 (0.3044) loss_cl: -0.2790 (-0.2791) time: 0.7444 data: 0.0005 max mem: 29860 [10:08:45.731028] Epoch: [70] [ 60/2904] eta: 0:48:03 lr: 0.002391 loss: 0.1972 (0.2072) loss_rec_all: 0.2229 (0.2329) loss_rec_sfr: 0.3062 (0.3176) loss_cl: -0.2784 (-0.2789) time: 0.7451 data: 0.0003 max mem: 29860 [10:09:00.631599] Epoch: [70] [ 80/2904] eta: 0:44:35 lr: 0.002391 loss: 0.1964 (0.2076) loss_rec_all: 0.2219 (0.2332) loss_rec_sfr: 0.3031 (0.3191) loss_cl: -0.2778 (-0.2786) time: 0.7449 data: 0.0004 max mem: 29860 [10:09:15.554184] Epoch: [70] [ 100/2904] eta: 0:42:24 lr: 0.002391 loss: 0.1941 (0.2065) loss_rec_all: 0.2201 (0.2321) loss_rec_sfr: 0.2791 (0.3141) loss_cl: -0.2784 (-0.2785) time: 0.7461 data: 0.0005 max mem: 29860 [10:09:30.484158] Epoch: [70] [ 120/2904] eta: 0:40:52 lr: 0.002391 loss: 0.1975 (0.2071) loss_rec_all: 0.2232 (0.2327) loss_rec_sfr: 0.2728 (0.3146) loss_cl: -0.2787 (-0.2785) time: 0.7464 data: 0.0003 max mem: 29860 [10:09:45.423292] Epoch: [70] [ 140/2904] eta: 0:39:42 lr: 0.002391 loss: 0.1999 (0.2079) loss_rec_all: 0.2254 (0.2336) loss_rec_sfr: 0.2862 (0.3158) loss_cl: -0.2790 (-0.2786) time: 0.7469 data: 0.0002 max mem: 29860 [10:10:00.357291] Epoch: [70] [ 160/2904] eta: 0:38:45 lr: 0.002391 loss: 0.1931 (0.2065) loss_rec_all: 0.2191 (0.2322) loss_rec_sfr: 0.2745 (0.3119) loss_cl: -0.2789 (-0.2787) time: 0.7467 data: 0.0002 max mem: 29860 [10:10:15.293082] Epoch: [70] [ 180/2904] eta: 0:37:58 lr: 0.002391 loss: 0.1990 (0.2061) loss_rec_all: 0.2246 (0.2318) loss_rec_sfr: 0.2911 (0.3102) loss_cl: -0.2785 (-0.2787) time: 0.7467 data: 0.0002 max mem: 29860 [10:10:30.305805] Epoch: [70] [ 200/2904] eta: 0:37:18 lr: 0.002391 loss: 0.1964 (0.2056) loss_rec_all: 0.2225 (0.2314) loss_rec_sfr: 0.3032 (0.3090) loss_cl: -0.2788 (-0.2787) time: 0.7506 data: 0.0002 max mem: 29860 [10:10:45.234266] Epoch: [70] [ 220/2904] eta: 0:36:42 lr: 0.002391 loss: 0.2024 (0.2064) loss_rec_all: 0.2280 (0.2321) loss_rec_sfr: 0.2861 (0.3106) loss_cl: -0.2785 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [10:11:00.160262] Epoch: [70] [ 240/2904] eta: 0:36:09 lr: 0.002391 loss: 0.2009 (0.2072) loss_rec_all: 0.2271 (0.2328) loss_rec_sfr: 0.2999 (0.3130) loss_cl: -0.2787 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [10:11:15.080959] Epoch: [70] [ 260/2904] eta: 0:35:39 lr: 0.002391 loss: 0.1984 (0.2083) loss_rec_all: 0.2247 (0.2340) loss_rec_sfr: 0.3156 (0.3170) loss_cl: -0.2792 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [10:11:30.014757] Epoch: [70] [ 280/2904] eta: 0:35:11 lr: 0.002391 loss: 0.1978 (0.2084) loss_rec_all: 0.2237 (0.2341) loss_rec_sfr: 0.2862 (0.3173) loss_cl: -0.2782 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [10:11:44.953004] Epoch: [70] [ 300/2904] eta: 0:34:45 lr: 0.002391 loss: 0.1962 (0.2079) loss_rec_all: 0.2218 (0.2336) loss_rec_sfr: 0.2862 (0.3160) loss_cl: -0.2782 (-0.2786) time: 0.7469 data: 0.0002 max mem: 29860 [10:11:59.890933] Epoch: [70] [ 320/2904] eta: 0:34:20 lr: 0.002391 loss: 0.2029 (0.2086) loss_rec_all: 0.2287 (0.2342) loss_rec_sfr: 0.2777 (0.3172) loss_cl: -0.2794 (-0.2786) time: 0.7469 data: 0.0002 max mem: 29860 [10:12:14.832513] Epoch: [70] [ 340/2904] eta: 0:33:57 lr: 0.002391 loss: 0.1980 (0.2084) loss_rec_all: 0.2236 (0.2341) loss_rec_sfr: 0.2825 (0.3165) loss_cl: -0.2792 (-0.2787) time: 0.7470 data: 0.0002 max mem: 29860 [10:12:29.770396] Epoch: [70] [ 360/2904] eta: 0:33:34 lr: 0.002391 loss: 0.1954 (0.2087) loss_rec_all: 0.2215 (0.2343) loss_rec_sfr: 0.3006 (0.3178) loss_cl: -0.2790 (-0.2787) time: 0.7469 data: 0.0002 max mem: 29860 [10:12:44.694820] Epoch: [70] [ 380/2904] eta: 0:33:12 lr: 0.002391 loss: 0.1970 (0.2084) loss_rec_all: 0.2226 (0.2340) loss_rec_sfr: 0.2988 (0.3171) loss_cl: -0.2790 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [10:12:59.639697] Epoch: [70] [ 400/2904] eta: 0:32:51 lr: 0.002391 loss: 0.1963 (0.2082) loss_rec_all: 0.2219 (0.2339) loss_rec_sfr: 0.2736 (0.3165) loss_cl: -0.2787 (-0.2787) time: 0.7472 data: 0.0002 max mem: 29860 [10:13:14.565398] Epoch: [70] [ 420/2904] eta: 0:32:30 lr: 0.002391 loss: 0.1971 (0.2081) loss_rec_all: 0.2228 (0.2338) loss_rec_sfr: 0.3015 (0.3163) loss_cl: -0.2784 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [10:13:29.514633] Epoch: [70] [ 440/2904] eta: 0:32:10 lr: 0.002391 loss: 0.1992 (0.2083) loss_rec_all: 0.2247 (0.2339) loss_rec_sfr: 0.3084 (0.3169) loss_cl: -0.2783 (-0.2787) time: 0.7474 data: 0.0002 max mem: 29860 [10:13:44.444374] Epoch: [70] [ 460/2904] eta: 0:31:51 lr: 0.002391 loss: 0.1997 (0.2083) loss_rec_all: 0.2259 (0.2340) loss_rec_sfr: 0.2849 (0.3165) loss_cl: -0.2787 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [10:13:59.372633] Epoch: [70] [ 480/2904] eta: 0:31:32 lr: 0.002391 loss: 0.1968 (0.2082) loss_rec_all: 0.2229 (0.2339) loss_rec_sfr: 0.3001 (0.3165) loss_cl: -0.2791 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [10:14:14.302166] Epoch: [70] [ 500/2904] eta: 0:31:13 lr: 0.002391 loss: 0.1966 (0.2081) loss_rec_all: 0.2224 (0.2338) loss_rec_sfr: 0.2802 (0.3161) loss_cl: -0.2787 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [10:14:29.247576] Epoch: [70] [ 520/2904] eta: 0:30:54 lr: 0.002391 loss: 0.1979 (0.2081) loss_rec_all: 0.2242 (0.2337) loss_rec_sfr: 0.2870 (0.3159) loss_cl: -0.2787 (-0.2787) time: 0.7472 data: 0.0002 max mem: 29860 [10:14:44.183721] Epoch: [70] [ 540/2904] eta: 0:30:36 lr: 0.002391 loss: 0.1969 (0.2081) loss_rec_all: 0.2232 (0.2337) loss_rec_sfr: 0.3000 (0.3162) loss_cl: -0.2790 (-0.2787) time: 0.7468 data: 0.0002 max mem: 29860 [10:14:59.117270] Epoch: [70] [ 560/2904] eta: 0:30:18 lr: 0.002391 loss: 0.1938 (0.2077) loss_rec_all: 0.2195 (0.2334) loss_rec_sfr: 0.2851 (0.3152) loss_cl: -0.2797 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [10:15:14.052426] Epoch: [70] [ 580/2904] eta: 0:30:00 lr: 0.002391 loss: 0.1926 (0.2075) loss_rec_all: 0.2186 (0.2332) loss_rec_sfr: 0.2676 (0.3144) loss_cl: -0.2789 (-0.2787) time: 0.7467 data: 0.0002 max mem: 29860 [10:15:28.991687] Epoch: [70] [ 600/2904] eta: 0:29:42 lr: 0.002391 loss: 0.1940 (0.2072) loss_rec_all: 0.2199 (0.2329) loss_rec_sfr: 0.2766 (0.3129) loss_cl: -0.2785 (-0.2787) time: 0.7469 data: 0.0002 max mem: 29860 [10:15:43.929958] Epoch: [70] [ 620/2904] eta: 0:29:25 lr: 0.002391 loss: 0.1944 (0.2070) loss_rec_all: 0.2207 (0.2327) loss_rec_sfr: 0.3099 (0.3131) loss_cl: -0.2787 (-0.2787) time: 0.7469 data: 0.0002 max mem: 29860 [10:15:58.860318] Epoch: [70] [ 640/2904] eta: 0:29:08 lr: 0.002391 loss: 0.1948 (0.2071) loss_rec_all: 0.2206 (0.2327) loss_rec_sfr: 0.2892 (0.3134) loss_cl: -0.2788 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [10:16:13.787787] Epoch: [70] [ 660/2904] eta: 0:28:50 lr: 0.002391 loss: 0.1969 (0.2069) loss_rec_all: 0.2228 (0.2326) loss_rec_sfr: 0.2927 (0.3129) loss_cl: -0.2790 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [10:16:28.719565] Epoch: [70] [ 680/2904] eta: 0:28:33 lr: 0.002391 loss: 0.1962 (0.2070) loss_rec_all: 0.2219 (0.2327) loss_rec_sfr: 0.3136 (0.3133) loss_cl: -0.2784 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [10:16:43.646999] Epoch: [70] [ 700/2904] eta: 0:28:16 lr: 0.002391 loss: 0.1978 (0.2070) loss_rec_all: 0.2236 (0.2327) loss_rec_sfr: 0.3035 (0.3139) loss_cl: -0.2793 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [10:16:58.576644] Epoch: [70] [ 720/2904] eta: 0:28:00 lr: 0.002391 loss: 0.2056 (0.2071) loss_rec_all: 0.2312 (0.2328) loss_rec_sfr: 0.2828 (0.3139) loss_cl: -0.2788 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [10:17:13.511534] Epoch: [70] [ 740/2904] eta: 0:27:43 lr: 0.002391 loss: 0.1977 (0.2071) loss_rec_all: 0.2232 (0.2328) loss_rec_sfr: 0.3076 (0.3142) loss_cl: -0.2793 (-0.2787) time: 0.7467 data: 0.0002 max mem: 29860 [10:17:28.432303] Epoch: [70] [ 760/2904] eta: 0:27:26 lr: 0.002391 loss: 0.1942 (0.2070) loss_rec_all: 0.2200 (0.2327) loss_rec_sfr: 0.3105 (0.3143) loss_cl: -0.2788 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [10:17:43.364648] Epoch: [70] [ 780/2904] eta: 0:27:10 lr: 0.002391 loss: 0.1977 (0.2071) loss_rec_all: 0.2237 (0.2328) loss_rec_sfr: 0.3078 (0.3146) loss_cl: -0.2788 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [10:17:58.288323] Epoch: [70] [ 800/2904] eta: 0:26:53 lr: 0.002391 loss: 0.1946 (0.2069) loss_rec_all: 0.2204 (0.2326) loss_rec_sfr: 0.2671 (0.3138) loss_cl: -0.2793 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [10:18:13.222938] Epoch: [70] [ 820/2904] eta: 0:26:37 lr: 0.002391 loss: 0.1956 (0.2069) loss_rec_all: 0.2215 (0.2326) loss_rec_sfr: 0.3017 (0.3140) loss_cl: -0.2793 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [10:18:28.158012] Epoch: [70] [ 840/2904] eta: 0:26:21 lr: 0.002391 loss: 0.1970 (0.2070) loss_rec_all: 0.2233 (0.2326) loss_rec_sfr: 0.2927 (0.3142) loss_cl: -0.2783 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [10:18:43.084887] Epoch: [70] [ 860/2904] eta: 0:26:04 lr: 0.002391 loss: 0.1946 (0.2069) loss_rec_all: 0.2202 (0.2325) loss_rec_sfr: 0.2986 (0.3142) loss_cl: -0.2787 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [10:18:58.014262] Epoch: [70] [ 880/2904] eta: 0:25:48 lr: 0.002391 loss: 0.1953 (0.2067) loss_rec_all: 0.2209 (0.2324) loss_rec_sfr: 0.2891 (0.3138) loss_cl: -0.2785 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [10:19:12.944342] Epoch: [70] [ 900/2904] eta: 0:25:32 lr: 0.002391 loss: 0.1964 (0.2067) loss_rec_all: 0.2221 (0.2323) loss_rec_sfr: 0.2792 (0.3137) loss_cl: -0.2779 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [10:19:27.872292] Epoch: [70] [ 920/2904] eta: 0:25:16 lr: 0.002391 loss: 0.1963 (0.2066) loss_rec_all: 0.2222 (0.2323) loss_rec_sfr: 0.2938 (0.3135) loss_cl: -0.2784 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [10:19:42.789308] Epoch: [70] [ 940/2904] eta: 0:25:00 lr: 0.002391 loss: 0.1952 (0.2065) loss_rec_all: 0.2216 (0.2322) loss_rec_sfr: 0.2835 (0.3132) loss_cl: -0.2796 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [10:19:57.719308] Epoch: [70] [ 960/2904] eta: 0:24:44 lr: 0.002391 loss: 0.1956 (0.2064) loss_rec_all: 0.2219 (0.2321) loss_rec_sfr: 0.2817 (0.3130) loss_cl: -0.2800 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [10:20:12.660393] Epoch: [70] [ 980/2904] eta: 0:24:28 lr: 0.002391 loss: 0.1994 (0.2065) loss_rec_all: 0.2250 (0.2322) loss_rec_sfr: 0.3003 (0.3133) loss_cl: -0.2783 (-0.2788) time: 0.7470 data: 0.0002 max mem: 29860 [10:20:27.585516] Epoch: [70] [1000/2904] eta: 0:24:12 lr: 0.002391 loss: 0.1974 (0.2065) loss_rec_all: 0.2235 (0.2322) loss_rec_sfr: 0.2659 (0.3127) loss_cl: -0.2789 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [10:20:42.513975] Epoch: [70] [1020/2904] eta: 0:23:56 lr: 0.002391 loss: 0.1974 (0.2064) loss_rec_all: 0.2230 (0.2321) loss_rec_sfr: 0.2814 (0.3124) loss_cl: -0.2792 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [10:20:57.438714] Epoch: [70] [1040/2904] eta: 0:23:40 lr: 0.002391 loss: 0.2011 (0.2065) loss_rec_all: 0.2268 (0.2322) loss_rec_sfr: 0.2973 (0.3127) loss_cl: -0.2788 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [10:21:12.366192] Epoch: [70] [1060/2904] eta: 0:23:25 lr: 0.002391 loss: 0.1937 (0.2065) loss_rec_all: 0.2193 (0.2322) loss_rec_sfr: 0.2978 (0.3128) loss_cl: -0.2788 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [10:21:27.284688] Epoch: [70] [1080/2904] eta: 0:23:09 lr: 0.002391 loss: 0.1976 (0.2066) loss_rec_all: 0.2236 (0.2322) loss_rec_sfr: 0.3130 (0.3131) loss_cl: -0.2780 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [10:21:42.197792] Epoch: [70] [1100/2904] eta: 0:22:53 lr: 0.002391 loss: 0.1942 (0.2064) loss_rec_all: 0.2202 (0.2321) loss_rec_sfr: 0.2849 (0.3127) loss_cl: -0.2779 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [10:21:57.120098] Epoch: [70] [1120/2904] eta: 0:22:37 lr: 0.002391 loss: 0.1960 (0.2065) loss_rec_all: 0.2221 (0.2322) loss_rec_sfr: 0.3046 (0.3129) loss_cl: -0.2786 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [10:22:12.034973] Epoch: [70] [1140/2904] eta: 0:22:22 lr: 0.002391 loss: 0.1950 (0.2064) loss_rec_all: 0.2210 (0.2321) loss_rec_sfr: 0.2775 (0.3126) loss_cl: -0.2788 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [10:22:26.946867] Epoch: [70] [1160/2904] eta: 0:22:06 lr: 0.002391 loss: 0.1982 (0.2064) loss_rec_all: 0.2244 (0.2320) loss_rec_sfr: 0.3048 (0.3125) loss_cl: -0.2793 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [10:22:41.864419] Epoch: [70] [1180/2904] eta: 0:21:50 lr: 0.002391 loss: 0.1975 (0.2063) loss_rec_all: 0.2234 (0.2320) loss_rec_sfr: 0.2980 (0.3126) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [10:22:56.790905] Epoch: [70] [1200/2904] eta: 0:21:35 lr: 0.002391 loss: 0.1988 (0.2064) loss_rec_all: 0.2243 (0.2321) loss_rec_sfr: 0.2748 (0.3126) loss_cl: -0.2795 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [10:23:11.701331] Epoch: [70] [1220/2904] eta: 0:21:19 lr: 0.002391 loss: 0.1993 (0.2064) loss_rec_all: 0.2253 (0.2321) loss_rec_sfr: 0.3059 (0.3128) loss_cl: -0.2795 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [10:23:26.617770] Epoch: [70] [1240/2904] eta: 0:21:03 lr: 0.002391 loss: 0.1970 (0.2064) loss_rec_all: 0.2225 (0.2321) loss_rec_sfr: 0.2746 (0.3127) loss_cl: -0.2781 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [10:23:41.539926] Epoch: [70] [1260/2904] eta: 0:20:48 lr: 0.002391 loss: 0.1964 (0.2064) loss_rec_all: 0.2221 (0.2321) loss_rec_sfr: 0.3080 (0.3128) loss_cl: -0.2780 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [10:23:56.462189] Epoch: [70] [1280/2904] eta: 0:20:32 lr: 0.002391 loss: 0.1947 (0.2063) loss_rec_all: 0.2206 (0.2320) loss_rec_sfr: 0.2832 (0.3124) loss_cl: -0.2788 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [10:24:11.391644] Epoch: [70] [1300/2904] eta: 0:20:17 lr: 0.002391 loss: 0.1987 (0.2063) loss_rec_all: 0.2244 (0.2320) loss_rec_sfr: 0.3045 (0.3124) loss_cl: -0.2799 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [10:24:26.304447] Epoch: [70] [1320/2904] eta: 0:20:01 lr: 0.002391 loss: 0.2018 (0.2064) loss_rec_all: 0.2277 (0.2321) loss_rec_sfr: 0.2997 (0.3127) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [10:24:41.229530] Epoch: [70] [1340/2904] eta: 0:19:46 lr: 0.002390 loss: 0.1964 (0.2064) loss_rec_all: 0.2228 (0.2321) loss_rec_sfr: 0.3084 (0.3129) loss_cl: -0.2786 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [10:24:56.154817] Epoch: [70] [1360/2904] eta: 0:19:30 lr: 0.002390 loss: 0.2018 (0.2067) loss_rec_all: 0.2276 (0.2324) loss_rec_sfr: 0.3283 (0.3139) loss_cl: -0.2783 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [10:25:11.074507] Epoch: [70] [1380/2904] eta: 0:19:15 lr: 0.002390 loss: 0.1978 (0.2066) loss_rec_all: 0.2234 (0.2323) loss_rec_sfr: 0.2747 (0.3134) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [10:25:25.998047] Epoch: [70] [1400/2904] eta: 0:19:00 lr: 0.002390 loss: 0.1932 (0.2066) loss_rec_all: 0.2194 (0.2323) loss_rec_sfr: 0.2881 (0.3134) loss_cl: -0.2786 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [10:25:40.919448] Epoch: [70] [1420/2904] eta: 0:18:44 lr: 0.002390 loss: 0.2003 (0.2067) loss_rec_all: 0.2260 (0.2324) loss_rec_sfr: 0.3082 (0.3137) loss_cl: -0.2781 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [10:25:55.835066] Epoch: [70] [1440/2904] eta: 0:18:29 lr: 0.002390 loss: 0.2022 (0.2067) loss_rec_all: 0.2281 (0.2323) loss_rec_sfr: 0.2812 (0.3134) loss_cl: -0.2781 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [10:26:10.746748] Epoch: [70] [1460/2904] eta: 0:18:13 lr: 0.002390 loss: 0.1970 (0.2067) loss_rec_all: 0.2233 (0.2323) loss_rec_sfr: 0.2877 (0.3134) loss_cl: -0.2792 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [10:26:25.662885] Epoch: [70] [1480/2904] eta: 0:17:58 lr: 0.002390 loss: 0.2003 (0.2067) loss_rec_all: 0.2264 (0.2324) loss_rec_sfr: 0.2848 (0.3135) loss_cl: -0.2799 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [10:26:40.582219] Epoch: [70] [1500/2904] eta: 0:17:43 lr: 0.002390 loss: 0.1996 (0.2068) loss_rec_all: 0.2252 (0.2324) loss_rec_sfr: 0.3028 (0.3136) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [10:26:55.510983] Epoch: [70] [1520/2904] eta: 0:17:27 lr: 0.002390 loss: 0.1945 (0.2068) loss_rec_all: 0.2203 (0.2325) loss_rec_sfr: 0.2859 (0.3136) loss_cl: -0.2786 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [10:27:10.435762] Epoch: [70] [1540/2904] eta: 0:17:12 lr: 0.002390 loss: 0.1950 (0.2067) loss_rec_all: 0.2210 (0.2324) loss_rec_sfr: 0.2650 (0.3133) loss_cl: -0.2788 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [10:27:25.358038] Epoch: [70] [1560/2904] eta: 0:16:57 lr: 0.002390 loss: 0.1972 (0.2067) loss_rec_all: 0.2229 (0.2324) loss_rec_sfr: 0.3026 (0.3132) loss_cl: -0.2794 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [10:27:40.272395] Epoch: [70] [1580/2904] eta: 0:16:41 lr: 0.002390 loss: 0.1943 (0.2067) loss_rec_all: 0.2201 (0.2324) loss_rec_sfr: 0.2761 (0.3131) loss_cl: -0.2781 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [10:27:55.185054] Epoch: [70] [1600/2904] eta: 0:16:26 lr: 0.002390 loss: 0.1966 (0.2066) loss_rec_all: 0.2224 (0.2323) loss_rec_sfr: 0.2662 (0.3127) loss_cl: -0.2786 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [10:28:10.102681] Epoch: [70] [1620/2904] eta: 0:16:11 lr: 0.002390 loss: 0.1946 (0.2066) loss_rec_all: 0.2208 (0.2323) loss_rec_sfr: 0.2910 (0.3127) loss_cl: -0.2775 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [10:28:25.021612] Epoch: [70] [1640/2904] eta: 0:15:55 lr: 0.002390 loss: 0.1958 (0.2065) loss_rec_all: 0.2221 (0.2322) loss_rec_sfr: 0.2976 (0.3125) loss_cl: -0.2791 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [10:28:39.944607] Epoch: [70] [1660/2904] eta: 0:15:40 lr: 0.002390 loss: 0.1973 (0.2065) loss_rec_all: 0.2235 (0.2322) loss_rec_sfr: 0.2812 (0.3124) loss_cl: -0.2789 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [10:28:54.863841] Epoch: [70] [1680/2904] eta: 0:15:25 lr: 0.002390 loss: 0.1972 (0.2065) loss_rec_all: 0.2233 (0.2322) loss_rec_sfr: 0.3038 (0.3126) loss_cl: -0.2787 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [10:29:09.783044] Epoch: [70] [1700/2904] eta: 0:15:10 lr: 0.002390 loss: 0.1961 (0.2064) loss_rec_all: 0.2219 (0.2321) loss_rec_sfr: 0.2768 (0.3122) loss_cl: -0.2786 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [10:29:24.700122] Epoch: [70] [1720/2904] eta: 0:14:54 lr: 0.002390 loss: 0.1969 (0.2064) loss_rec_all: 0.2228 (0.2321) loss_rec_sfr: 0.3133 (0.3123) loss_cl: -0.2790 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [10:29:39.610076] Epoch: [70] [1740/2904] eta: 0:14:39 lr: 0.002390 loss: 0.1949 (0.2064) loss_rec_all: 0.2211 (0.2321) loss_rec_sfr: 0.2641 (0.3121) loss_cl: -0.2788 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [10:29:54.532880] Epoch: [70] [1760/2904] eta: 0:14:24 lr: 0.002390 loss: 0.1941 (0.2063) loss_rec_all: 0.2205 (0.2320) loss_rec_sfr: 0.2835 (0.3118) loss_cl: -0.2792 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [10:30:09.452295] Epoch: [70] [1780/2904] eta: 0:14:09 lr: 0.002390 loss: 0.1998 (0.2063) loss_rec_all: 0.2254 (0.2320) loss_rec_sfr: 0.2773 (0.3117) loss_cl: -0.2791 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [10:30:24.370630] Epoch: [70] [1800/2904] eta: 0:13:53 lr: 0.002390 loss: 0.1959 (0.2063) loss_rec_all: 0.2216 (0.2320) loss_rec_sfr: 0.2913 (0.3116) loss_cl: -0.2794 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [10:30:39.292836] Epoch: [70] [1820/2904] eta: 0:13:38 lr: 0.002390 loss: 0.1988 (0.2064) loss_rec_all: 0.2249 (0.2321) loss_rec_sfr: 0.2922 (0.3118) loss_cl: -0.2787 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [10:30:54.210707] Epoch: [70] [1840/2904] eta: 0:13:23 lr: 0.002390 loss: 0.1972 (0.2064) loss_rec_all: 0.2232 (0.2321) loss_rec_sfr: 0.2813 (0.3118) loss_cl: -0.2783 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [10:31:09.134241] Epoch: [70] [1860/2904] eta: 0:13:08 lr: 0.002390 loss: 0.1980 (0.2063) loss_rec_all: 0.2241 (0.2320) loss_rec_sfr: 0.3123 (0.3118) loss_cl: -0.2784 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [10:31:24.051901] Epoch: [70] [1880/2904] eta: 0:12:53 lr: 0.002390 loss: 0.1984 (0.2064) loss_rec_all: 0.2244 (0.2321) loss_rec_sfr: 0.3200 (0.3121) loss_cl: -0.2798 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [10:31:38.969487] Epoch: [70] [1900/2904] eta: 0:12:37 lr: 0.002390 loss: 0.1958 (0.2064) loss_rec_all: 0.2216 (0.2321) loss_rec_sfr: 0.2950 (0.3122) loss_cl: -0.2796 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [10:31:53.885033] Epoch: [70] [1920/2904] eta: 0:12:22 lr: 0.002390 loss: 0.1985 (0.2065) loss_rec_all: 0.2243 (0.2322) loss_rec_sfr: 0.2960 (0.3125) loss_cl: -0.2786 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [10:32:08.805966] Epoch: [70] [1940/2904] eta: 0:12:07 lr: 0.002390 loss: 0.1973 (0.2066) loss_rec_all: 0.2232 (0.2323) loss_rec_sfr: 0.3104 (0.3127) loss_cl: -0.2776 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [10:32:23.725777] Epoch: [70] [1960/2904] eta: 0:11:52 lr: 0.002390 loss: 0.1939 (0.2066) loss_rec_all: 0.2199 (0.2322) loss_rec_sfr: 0.2849 (0.3127) loss_cl: -0.2787 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [10:32:38.650762] Epoch: [70] [1980/2904] eta: 0:11:37 lr: 0.002390 loss: 0.1966 (0.2065) loss_rec_all: 0.2227 (0.2322) loss_rec_sfr: 0.2803 (0.3123) loss_cl: -0.2798 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [10:32:53.576709] Epoch: [70] [2000/2904] eta: 0:11:22 lr: 0.002390 loss: 0.1987 (0.2066) loss_rec_all: 0.2240 (0.2323) loss_rec_sfr: 0.2923 (0.3127) loss_cl: -0.2785 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [10:33:08.499387] Epoch: [70] [2020/2904] eta: 0:11:06 lr: 0.002390 loss: 0.1927 (0.2065) loss_rec_all: 0.2186 (0.2321) loss_rec_sfr: 0.3064 (0.3125) loss_cl: -0.2784 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [10:33:23.414241] Epoch: [70] [2040/2904] eta: 0:10:51 lr: 0.002390 loss: 0.1965 (0.2064) loss_rec_all: 0.2227 (0.2321) loss_rec_sfr: 0.2878 (0.3124) loss_cl: -0.2787 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [10:33:38.327461] Epoch: [70] [2060/2904] eta: 0:10:36 lr: 0.002390 loss: 0.1945 (0.2064) loss_rec_all: 0.2206 (0.2321) loss_rec_sfr: 0.2557 (0.3122) loss_cl: -0.2793 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [10:33:53.244269] Epoch: [70] [2080/2904] eta: 0:10:21 lr: 0.002390 loss: 0.1988 (0.2064) loss_rec_all: 0.2248 (0.2321) loss_rec_sfr: 0.3057 (0.3123) loss_cl: -0.2796 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [10:34:08.167565] Epoch: [70] [2100/2904] eta: 0:10:06 lr: 0.002390 loss: 0.1948 (0.2064) loss_rec_all: 0.2210 (0.2321) loss_rec_sfr: 0.2852 (0.3122) loss_cl: -0.2790 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [10:34:23.090378] Epoch: [70] [2120/2904] eta: 0:09:51 lr: 0.002390 loss: 0.1998 (0.2065) loss_rec_all: 0.2255 (0.2322) loss_rec_sfr: 0.2851 (0.3123) loss_cl: -0.2788 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [10:34:38.006710] Epoch: [70] [2140/2904] eta: 0:09:35 lr: 0.002390 loss: 0.1969 (0.2064) loss_rec_all: 0.2225 (0.2321) loss_rec_sfr: 0.2956 (0.3122) loss_cl: -0.2785 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [10:34:52.924093] Epoch: [70] [2160/2904] eta: 0:09:20 lr: 0.002390 loss: 0.1982 (0.2065) loss_rec_all: 0.2240 (0.2322) loss_rec_sfr: 0.3088 (0.3124) loss_cl: -0.2793 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [10:35:07.833285] Epoch: [70] [2180/2904] eta: 0:09:05 lr: 0.002390 loss: 0.1970 (0.2064) loss_rec_all: 0.2228 (0.2321) loss_rec_sfr: 0.3145 (0.3124) loss_cl: -0.2786 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [10:35:22.745091] Epoch: [70] [2200/2904] eta: 0:08:50 lr: 0.002390 loss: 0.1947 (0.2064) loss_rec_all: 0.2208 (0.2321) loss_rec_sfr: 0.2661 (0.3121) loss_cl: -0.2781 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [10:35:37.661167] Epoch: [70] [2220/2904] eta: 0:08:35 lr: 0.002390 loss: 0.1959 (0.2064) loss_rec_all: 0.2217 (0.2321) loss_rec_sfr: 0.2689 (0.3121) loss_cl: -0.2775 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [10:35:52.581635] Epoch: [70] [2240/2904] eta: 0:08:20 lr: 0.002390 loss: 0.1960 (0.2064) loss_rec_all: 0.2219 (0.2321) loss_rec_sfr: 0.2840 (0.3122) loss_cl: -0.2795 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [10:36:07.499325] Epoch: [70] [2260/2904] eta: 0:08:05 lr: 0.002390 loss: 0.1988 (0.2065) loss_rec_all: 0.2246 (0.2322) loss_rec_sfr: 0.3026 (0.3125) loss_cl: -0.2793 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [10:36:22.420426] Epoch: [70] [2280/2904] eta: 0:07:50 lr: 0.002390 loss: 0.1972 (0.2065) loss_rec_all: 0.2236 (0.2322) loss_rec_sfr: 0.2808 (0.3124) loss_cl: -0.2799 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [10:36:37.342480] Epoch: [70] [2300/2904] eta: 0:07:34 lr: 0.002390 loss: 0.1921 (0.2065) loss_rec_all: 0.2181 (0.2322) loss_rec_sfr: 0.2738 (0.3123) loss_cl: -0.2788 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [10:36:52.253409] Epoch: [70] [2320/2904] eta: 0:07:19 lr: 0.002390 loss: 0.1944 (0.2064) loss_rec_all: 0.2201 (0.2321) loss_rec_sfr: 0.3031 (0.3121) loss_cl: -0.2785 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [10:37:07.167397] Epoch: [70] [2340/2904] eta: 0:07:04 lr: 0.002390 loss: 0.1937 (0.2064) loss_rec_all: 0.2200 (0.2321) loss_rec_sfr: 0.2889 (0.3120) loss_cl: -0.2781 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [10:37:22.083247] Epoch: [70] [2360/2904] eta: 0:06:49 lr: 0.002390 loss: 0.1949 (0.2063) loss_rec_all: 0.2209 (0.2320) loss_rec_sfr: 0.2848 (0.3118) loss_cl: -0.2780 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [10:37:37.001620] Epoch: [70] [2380/2904] eta: 0:06:34 lr: 0.002390 loss: 0.1996 (0.2063) loss_rec_all: 0.2253 (0.2320) loss_rec_sfr: 0.2798 (0.3119) loss_cl: -0.2794 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [10:37:51.917638] Epoch: [70] [2400/2904] eta: 0:06:19 lr: 0.002390 loss: 0.1966 (0.2063) loss_rec_all: 0.2224 (0.2320) loss_rec_sfr: 0.3058 (0.3118) loss_cl: -0.2791 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [10:38:06.836242] Epoch: [70] [2420/2904] eta: 0:06:04 lr: 0.002390 loss: 0.2015 (0.2064) loss_rec_all: 0.2269 (0.2321) loss_rec_sfr: 0.2937 (0.3119) loss_cl: -0.2787 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [10:38:21.760368] Epoch: [70] [2440/2904] eta: 0:05:49 lr: 0.002390 loss: 0.1964 (0.2064) loss_rec_all: 0.2220 (0.2321) loss_rec_sfr: 0.2931 (0.3120) loss_cl: -0.2782 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [10:38:36.675216] Epoch: [70] [2460/2904] eta: 0:05:34 lr: 0.002390 loss: 0.2030 (0.2064) loss_rec_all: 0.2288 (0.2321) loss_rec_sfr: 0.2827 (0.3119) loss_cl: -0.2787 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [10:38:51.593828] Epoch: [70] [2480/2904] eta: 0:05:19 lr: 0.002390 loss: 0.1933 (0.2064) loss_rec_all: 0.2190 (0.2321) loss_rec_sfr: 0.2767 (0.3118) loss_cl: -0.2784 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [10:39:06.508511] Epoch: [70] [2500/2904] eta: 0:05:04 lr: 0.002390 loss: 0.1996 (0.2064) loss_rec_all: 0.2253 (0.2320) loss_rec_sfr: 0.2914 (0.3118) loss_cl: -0.2784 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [10:39:21.426114] Epoch: [70] [2520/2904] eta: 0:04:49 lr: 0.002390 loss: 0.1949 (0.2064) loss_rec_all: 0.2206 (0.2321) loss_rec_sfr: 0.2972 (0.3118) loss_cl: -0.2795 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [10:39:36.344131] Epoch: [70] [2540/2904] eta: 0:04:33 lr: 0.002390 loss: 0.1987 (0.2064) loss_rec_all: 0.2245 (0.2321) loss_rec_sfr: 0.3117 (0.3120) loss_cl: -0.2789 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [10:39:51.261230] Epoch: [70] [2560/2904] eta: 0:04:18 lr: 0.002390 loss: 0.1940 (0.2064) loss_rec_all: 0.2197 (0.2321) loss_rec_sfr: 0.2651 (0.3119) loss_cl: -0.2791 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [10:40:06.179489] Epoch: [70] [2580/2904] eta: 0:04:03 lr: 0.002390 loss: 0.2032 (0.2065) loss_rec_all: 0.2292 (0.2322) loss_rec_sfr: 0.2869 (0.3121) loss_cl: -0.2788 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [10:40:21.092914] Epoch: [70] [2600/2904] eta: 0:03:48 lr: 0.002390 loss: 0.1975 (0.2065) loss_rec_all: 0.2232 (0.2322) loss_rec_sfr: 0.2652 (0.3121) loss_cl: -0.2789 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [10:40:36.012542] Epoch: [70] [2620/2904] eta: 0:03:33 lr: 0.002390 loss: 0.1998 (0.2065) loss_rec_all: 0.2257 (0.2322) loss_rec_sfr: 0.2815 (0.3119) loss_cl: -0.2793 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [10:40:50.931927] Epoch: [70] [2640/2904] eta: 0:03:18 lr: 0.002390 loss: 0.1963 (0.2064) loss_rec_all: 0.2219 (0.2321) loss_rec_sfr: 0.2909 (0.3117) loss_cl: -0.2786 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [10:41:05.853882] Epoch: [70] [2660/2904] eta: 0:03:03 lr: 0.002390 loss: 0.1947 (0.2065) loss_rec_all: 0.2204 (0.2322) loss_rec_sfr: 0.3102 (0.3120) loss_cl: -0.2783 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [10:41:20.775223] Epoch: [70] [2680/2904] eta: 0:02:48 lr: 0.002390 loss: 0.1993 (0.2065) loss_rec_all: 0.2246 (0.2322) loss_rec_sfr: 0.2836 (0.3120) loss_cl: -0.2783 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [10:41:35.698380] Epoch: [70] [2700/2904] eta: 0:02:33 lr: 0.002390 loss: 0.1939 (0.2065) loss_rec_all: 0.2200 (0.2322) loss_rec_sfr: 0.2855 (0.3120) loss_cl: -0.2787 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [10:41:50.622304] Epoch: [70] [2720/2904] eta: 0:02:18 lr: 0.002390 loss: 0.1979 (0.2065) loss_rec_all: 0.2237 (0.2322) loss_rec_sfr: 0.2977 (0.3119) loss_cl: -0.2789 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [10:42:05.543762] Epoch: [70] [2740/2904] eta: 0:02:03 lr: 0.002390 loss: 0.2006 (0.2066) loss_rec_all: 0.2265 (0.2322) loss_rec_sfr: 0.2931 (0.3121) loss_cl: -0.2790 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [10:42:20.460818] Epoch: [70] [2760/2904] eta: 0:01:48 lr: 0.002390 loss: 0.1972 (0.2066) loss_rec_all: 0.2232 (0.2322) loss_rec_sfr: 0.2778 (0.3120) loss_cl: -0.2794 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [10:42:35.377727] Epoch: [70] [2780/2904] eta: 0:01:33 lr: 0.002390 loss: 0.1943 (0.2065) loss_rec_all: 0.2201 (0.2322) loss_rec_sfr: 0.2808 (0.3119) loss_cl: -0.2798 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [10:42:50.297103] Epoch: [70] [2800/2904] eta: 0:01:18 lr: 0.002390 loss: 0.1979 (0.2065) loss_rec_all: 0.2236 (0.2322) loss_rec_sfr: 0.3056 (0.3119) loss_cl: -0.2788 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [10:43:05.216540] Epoch: [70] [2820/2904] eta: 0:01:03 lr: 0.002390 loss: 0.1964 (0.2065) loss_rec_all: 0.2218 (0.2322) loss_rec_sfr: 0.3007 (0.3120) loss_cl: -0.2775 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [10:43:20.167492] Epoch: [70] [2840/2904] eta: 0:00:48 lr: 0.002390 loss: 0.1950 (0.2065) loss_rec_all: 0.2209 (0.2322) loss_rec_sfr: 0.2818 (0.3120) loss_cl: -0.2779 (-0.2787) time: 0.7475 data: 0.0023 max mem: 29860 [10:43:35.069333] Epoch: [70] [2860/2904] eta: 0:00:33 lr: 0.002390 loss: 0.1990 (0.2065) loss_rec_all: 0.2251 (0.2322) loss_rec_sfr: 0.2851 (0.3119) loss_cl: -0.2792 (-0.2787) time: 0.7451 data: 0.0001 max mem: 29860 [10:43:49.972195] Epoch: [70] [2880/2904] eta: 0:00:18 lr: 0.002390 loss: 0.1959 (0.2065) loss_rec_all: 0.2218 (0.2322) loss_rec_sfr: 0.2780 (0.3121) loss_cl: -0.2793 (-0.2787) time: 0.7451 data: 0.0001 max mem: 29860 [10:44:04.873433] Epoch: [70] [2900/2904] eta: 0:00:03 lr: 0.002390 loss: 0.1956 (0.2065) loss_rec_all: 0.2219 (0.2322) loss_rec_sfr: 0.2829 (0.3119) loss_cl: -0.2794 (-0.2787) time: 0.7450 data: 0.0001 max mem: 29860 [10:44:07.115623] Epoch: [70] [2903/2904] eta: 0:00:00 lr: 0.002390 loss: 0.1956 (0.2065) loss_rec_all: 0.2219 (0.2322) loss_rec_sfr: 0.2829 (0.3119) loss_cl: -0.2794 (-0.2787) time: 0.7451 data: 0.0001 max mem: 29860 [10:44:09.276993] Epoch: [70] Total time: 0:36:25 (0.7525 s / it) [10:44:09.280464] Averaged stats: lr: 0.002390 loss: 0.1956 (0.2093) loss_rec_all: 0.2219 (0.2326) loss_rec_sfr: 0.2829 (0.3141) loss_cl: -0.2794 (-0.2555) [10:44:09.285280] log_dir: ./checkpoint/VF2_ViT-B [10:44:27.893151] Epoch: [71] [ 0/2904] eta: 15:00:34 lr: 0.002390 loss: 0.1907 (0.1907) loss_rec_all: 0.2165 (0.2165) loss_rec_sfr: 0.3095 (0.3095) loss_cl: -0.2796 (-0.2796) time: 18.6070 data: 14.2847 max mem: 29860 [10:44:44.095264] Epoch: [71] [ 20/2904] eta: 1:19:40 lr: 0.002390 loss: 0.1978 (0.2021) loss_rec_all: 0.2234 (0.2279) loss_rec_sfr: 0.3020 (0.3038) loss_cl: -0.2789 (-0.2787) time: 0.8101 data: 0.0503 max mem: 29860 [10:44:58.976471] Epoch: [71] [ 40/2904] eta: 0:57:50 lr: 0.002390 loss: 0.1943 (0.2057) loss_rec_all: 0.2198 (0.2313) loss_rec_sfr: 0.2752 (0.3102) loss_cl: -0.2778 (-0.2783) time: 0.7440 data: 0.0002 max mem: 29860 [10:45:13.871021] Epoch: [71] [ 60/2904] eta: 0:50:11 lr: 0.002390 loss: 0.2016 (0.2066) loss_rec_all: 0.2273 (0.2323) loss_rec_sfr: 0.2841 (0.3096) loss_cl: -0.2787 (-0.2783) time: 0.7447 data: 0.0002 max mem: 29860 [10:45:28.781235] Epoch: [71] [ 80/2904] eta: 0:46:11 lr: 0.002390 loss: 0.1991 (0.2083) loss_rec_all: 0.2250 (0.2339) loss_rec_sfr: 0.2806 (0.3138) loss_cl: -0.2785 (-0.2784) time: 0.7455 data: 0.0002 max mem: 29860 [10:45:43.709291] Epoch: [71] [ 100/2904] eta: 0:43:41 lr: 0.002390 loss: 0.1979 (0.2070) loss_rec_all: 0.2236 (0.2327) loss_rec_sfr: 0.3111 (0.3146) loss_cl: -0.2793 (-0.2785) time: 0.7464 data: 0.0002 max mem: 29860 [10:45:58.633468] Epoch: [71] [ 120/2904] eta: 0:41:55 lr: 0.002390 loss: 0.1964 (0.2077) loss_rec_all: 0.2225 (0.2334) loss_rec_sfr: 0.2853 (0.3169) loss_cl: -0.2791 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [10:46:13.553845] Epoch: [71] [ 140/2904] eta: 0:40:35 lr: 0.002390 loss: 0.1936 (0.2072) loss_rec_all: 0.2199 (0.2328) loss_rec_sfr: 0.3015 (0.3167) loss_cl: -0.2787 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [10:46:28.490451] Epoch: [71] [ 160/2904] eta: 0:39:32 lr: 0.002390 loss: 0.1955 (0.2066) loss_rec_all: 0.2216 (0.2323) loss_rec_sfr: 0.2926 (0.3151) loss_cl: -0.2785 (-0.2786) time: 0.7468 data: 0.0002 max mem: 29860 [10:46:43.410057] Epoch: [71] [ 180/2904] eta: 0:38:39 lr: 0.002390 loss: 0.1999 (0.2068) loss_rec_all: 0.2256 (0.2324) loss_rec_sfr: 0.3022 (0.3156) loss_cl: -0.2790 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [10:46:58.337007] Epoch: [71] [ 200/2904] eta: 0:37:54 lr: 0.002390 loss: 0.1963 (0.2066) loss_rec_all: 0.2226 (0.2322) loss_rec_sfr: 0.2598 (0.3146) loss_cl: -0.2798 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [10:47:13.277954] Epoch: [71] [ 220/2904] eta: 0:37:14 lr: 0.002390 loss: 0.1950 (0.2064) loss_rec_all: 0.2210 (0.2321) loss_rec_sfr: 0.2596 (0.3130) loss_cl: -0.2792 (-0.2788) time: 0.7470 data: 0.0002 max mem: 29860 [10:47:28.190717] Epoch: [71] [ 240/2904] eta: 0:36:38 lr: 0.002390 loss: 0.2018 (0.2075) loss_rec_all: 0.2277 (0.2332) loss_rec_sfr: 0.3013 (0.3158) loss_cl: -0.2783 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [10:47:43.115306] Epoch: [71] [ 260/2904] eta: 0:36:06 lr: 0.002390 loss: 0.1965 (0.2068) loss_rec_all: 0.2221 (0.2325) loss_rec_sfr: 0.2864 (0.3133) loss_cl: -0.2776 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [10:47:58.046269] Epoch: [71] [ 280/2904] eta: 0:35:36 lr: 0.002390 loss: 0.1966 (0.2071) loss_rec_all: 0.2222 (0.2327) loss_rec_sfr: 0.3021 (0.3145) loss_cl: -0.2786 (-0.2786) time: 0.7465 data: 0.0002 max mem: 29860 [10:48:12.996804] Epoch: [71] [ 300/2904] eta: 0:35:08 lr: 0.002390 loss: 0.1977 (0.2067) loss_rec_all: 0.2234 (0.2324) loss_rec_sfr: 0.2816 (0.3134) loss_cl: -0.2793 (-0.2787) time: 0.7475 data: 0.0002 max mem: 29860 [10:48:27.924761] Epoch: [71] [ 320/2904] eta: 0:34:41 lr: 0.002390 loss: 0.1936 (0.2065) loss_rec_all: 0.2194 (0.2322) loss_rec_sfr: 0.2937 (0.3128) loss_cl: -0.2797 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [10:48:42.865804] Epoch: [71] [ 340/2904] eta: 0:34:16 lr: 0.002390 loss: 0.1963 (0.2062) loss_rec_all: 0.2220 (0.2319) loss_rec_sfr: 0.2830 (0.3115) loss_cl: -0.2796 (-0.2788) time: 0.7470 data: 0.0002 max mem: 29860 [10:48:57.789776] Epoch: [71] [ 360/2904] eta: 0:33:53 lr: 0.002390 loss: 0.1939 (0.2059) loss_rec_all: 0.2201 (0.2316) loss_rec_sfr: 0.2673 (0.3101) loss_cl: -0.2790 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [10:49:12.839526] Epoch: [71] [ 380/2904] eta: 0:33:30 lr: 0.002390 loss: 0.2001 (0.2060) loss_rec_all: 0.2261 (0.2317) loss_rec_sfr: 0.2834 (0.3100) loss_cl: -0.2783 (-0.2787) time: 0.7524 data: 0.0002 max mem: 29860 [10:49:27.769894] Epoch: [71] [ 400/2904] eta: 0:33:08 lr: 0.002390 loss: 0.1931 (0.2059) loss_rec_all: 0.2189 (0.2316) loss_rec_sfr: 0.2570 (0.3093) loss_cl: -0.2792 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [10:49:42.694533] Epoch: [71] [ 420/2904] eta: 0:32:47 lr: 0.002390 loss: 0.1935 (0.2053) loss_rec_all: 0.2197 (0.2311) loss_rec_sfr: 0.2748 (0.3076) loss_cl: -0.2794 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [10:49:57.623459] Epoch: [71] [ 440/2904] eta: 0:32:26 lr: 0.002390 loss: 0.1954 (0.2050) loss_rec_all: 0.2217 (0.2308) loss_rec_sfr: 0.2916 (0.3069) loss_cl: -0.2789 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [10:50:12.553926] Epoch: [71] [ 460/2904] eta: 0:32:05 lr: 0.002390 loss: 0.1946 (0.2049) loss_rec_all: 0.2203 (0.2307) loss_rec_sfr: 0.2878 (0.3069) loss_cl: -0.2786 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [10:50:27.474491] Epoch: [71] [ 480/2904] eta: 0:31:45 lr: 0.002390 loss: 0.1954 (0.2049) loss_rec_all: 0.2210 (0.2306) loss_rec_sfr: 0.2872 (0.3065) loss_cl: -0.2793 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [10:50:42.419367] Epoch: [71] [ 500/2904] eta: 0:31:26 lr: 0.002390 loss: 0.1982 (0.2049) loss_rec_all: 0.2243 (0.2306) loss_rec_sfr: 0.2820 (0.3065) loss_cl: -0.2792 (-0.2788) time: 0.7472 data: 0.0002 max mem: 29860 [10:50:57.350162] Epoch: [71] [ 520/2904] eta: 0:31:07 lr: 0.002390 loss: 0.1961 (0.2046) loss_rec_all: 0.2216 (0.2304) loss_rec_sfr: 0.2817 (0.3058) loss_cl: -0.2797 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [10:51:12.276922] Epoch: [71] [ 540/2904] eta: 0:30:48 lr: 0.002390 loss: 0.1980 (0.2050) loss_rec_all: 0.2241 (0.2307) loss_rec_sfr: 0.3172 (0.3072) loss_cl: -0.2795 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [10:51:27.203086] Epoch: [71] [ 560/2904] eta: 0:30:29 lr: 0.002390 loss: 0.1934 (0.2050) loss_rec_all: 0.2197 (0.2307) loss_rec_sfr: 0.3006 (0.3075) loss_cl: -0.2783 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [10:51:42.132019] Epoch: [71] [ 580/2904] eta: 0:30:11 lr: 0.002390 loss: 0.1937 (0.2050) loss_rec_all: 0.2199 (0.2307) loss_rec_sfr: 0.3050 (0.3078) loss_cl: -0.2795 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [10:51:57.056861] Epoch: [71] [ 600/2904] eta: 0:29:53 lr: 0.002390 loss: 0.1943 (0.2047) loss_rec_all: 0.2202 (0.2305) loss_rec_sfr: 0.2766 (0.3072) loss_cl: -0.2790 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [10:52:11.972257] Epoch: [71] [ 620/2904] eta: 0:29:35 lr: 0.002390 loss: 0.1965 (0.2046) loss_rec_all: 0.2224 (0.2303) loss_rec_sfr: 0.2920 (0.3068) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [10:52:26.897362] Epoch: [71] [ 640/2904] eta: 0:29:17 lr: 0.002390 loss: 0.2020 (0.2049) loss_rec_all: 0.2277 (0.2306) loss_rec_sfr: 0.3270 (0.3081) loss_cl: -0.2781 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [10:52:41.818105] Epoch: [71] [ 660/2904] eta: 0:28:59 lr: 0.002390 loss: 0.1995 (0.2049) loss_rec_all: 0.2252 (0.2306) loss_rec_sfr: 0.2865 (0.3079) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [10:52:56.739950] Epoch: [71] [ 680/2904] eta: 0:28:42 lr: 0.002390 loss: 0.1917 (0.2048) loss_rec_all: 0.2179 (0.2306) loss_rec_sfr: 0.2579 (0.3076) loss_cl: -0.2791 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [10:53:11.672738] Epoch: [71] [ 700/2904] eta: 0:28:25 lr: 0.002390 loss: 0.1999 (0.2048) loss_rec_all: 0.2256 (0.2306) loss_rec_sfr: 0.2856 (0.3073) loss_cl: -0.2794 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [10:53:26.602742] Epoch: [71] [ 720/2904] eta: 0:28:08 lr: 0.002390 loss: 0.1936 (0.2048) loss_rec_all: 0.2197 (0.2306) loss_rec_sfr: 0.2751 (0.3072) loss_cl: -0.2793 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [10:53:41.529965] Epoch: [71] [ 740/2904] eta: 0:27:51 lr: 0.002390 loss: 0.1999 (0.2051) loss_rec_all: 0.2259 (0.2308) loss_rec_sfr: 0.3163 (0.3084) loss_cl: -0.2788 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [10:53:56.453964] Epoch: [71] [ 760/2904] eta: 0:27:34 lr: 0.002390 loss: 0.1965 (0.2051) loss_rec_all: 0.2228 (0.2308) loss_rec_sfr: 0.3007 (0.3083) loss_cl: -0.2782 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [10:54:11.379710] Epoch: [71] [ 780/2904] eta: 0:27:17 lr: 0.002390 loss: 0.1960 (0.2051) loss_rec_all: 0.2218 (0.2308) loss_rec_sfr: 0.2949 (0.3085) loss_cl: -0.2784 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [10:54:26.296918] Epoch: [71] [ 800/2904] eta: 0:27:00 lr: 0.002390 loss: 0.1948 (0.2051) loss_rec_all: 0.2209 (0.2309) loss_rec_sfr: 0.2800 (0.3083) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [10:54:41.219038] Epoch: [71] [ 820/2904] eta: 0:26:43 lr: 0.002390 loss: 0.1951 (0.2051) loss_rec_all: 0.2210 (0.2309) loss_rec_sfr: 0.2835 (0.3082) loss_cl: -0.2782 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [10:54:56.146214] Epoch: [71] [ 840/2904] eta: 0:26:27 lr: 0.002390 loss: 0.1969 (0.2052) loss_rec_all: 0.2226 (0.2309) loss_rec_sfr: 0.2967 (0.3086) loss_cl: -0.2787 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [10:55:11.070766] Epoch: [71] [ 860/2904] eta: 0:26:10 lr: 0.002390 loss: 0.1954 (0.2053) loss_rec_all: 0.2212 (0.2310) loss_rec_sfr: 0.2999 (0.3089) loss_cl: -0.2783 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [10:55:25.990935] Epoch: [71] [ 880/2904] eta: 0:25:54 lr: 0.002390 loss: 0.1919 (0.2052) loss_rec_all: 0.2182 (0.2309) loss_rec_sfr: 0.2624 (0.3084) loss_cl: -0.2797 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [10:55:40.908922] Epoch: [71] [ 900/2904] eta: 0:25:38 lr: 0.002390 loss: 0.1977 (0.2054) loss_rec_all: 0.2234 (0.2311) loss_rec_sfr: 0.3058 (0.3090) loss_cl: -0.2788 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [10:55:55.822221] Epoch: [71] [ 920/2904] eta: 0:25:21 lr: 0.002390 loss: 0.2032 (0.2054) loss_rec_all: 0.2291 (0.2312) loss_rec_sfr: 0.2846 (0.3092) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [10:56:10.747392] Epoch: [71] [ 940/2904] eta: 0:25:05 lr: 0.002390 loss: 0.1951 (0.2054) loss_rec_all: 0.2206 (0.2311) loss_rec_sfr: 0.3028 (0.3093) loss_cl: -0.2793 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [10:56:25.670459] Epoch: [71] [ 960/2904] eta: 0:24:49 lr: 0.002390 loss: 0.1965 (0.2054) loss_rec_all: 0.2220 (0.2311) loss_rec_sfr: 0.2898 (0.3092) loss_cl: -0.2794 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [10:56:40.594260] Epoch: [71] [ 980/2904] eta: 0:24:33 lr: 0.002390 loss: 0.1985 (0.2055) loss_rec_all: 0.2249 (0.2312) loss_rec_sfr: 0.2838 (0.3094) loss_cl: -0.2783 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [10:56:55.515232] Epoch: [71] [1000/2904] eta: 0:24:17 lr: 0.002390 loss: 0.1920 (0.2054) loss_rec_all: 0.2181 (0.2311) loss_rec_sfr: 0.2593 (0.3092) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [10:57:10.437645] Epoch: [71] [1020/2904] eta: 0:24:01 lr: 0.002390 loss: 0.1969 (0.2055) loss_rec_all: 0.2228 (0.2312) loss_rec_sfr: 0.2786 (0.3094) loss_cl: -0.2787 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [10:57:25.359020] Epoch: [71] [1040/2904] eta: 0:23:45 lr: 0.002390 loss: 0.1956 (0.2054) loss_rec_all: 0.2217 (0.2311) loss_rec_sfr: 0.2705 (0.3089) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [10:57:40.273800] Epoch: [71] [1060/2904] eta: 0:23:29 lr: 0.002390 loss: 0.1966 (0.2053) loss_rec_all: 0.2227 (0.2310) loss_rec_sfr: 0.2990 (0.3088) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [10:57:55.186735] Epoch: [71] [1080/2904] eta: 0:23:13 lr: 0.002390 loss: 0.1948 (0.2054) loss_rec_all: 0.2208 (0.2311) loss_rec_sfr: 0.2907 (0.3091) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [10:58:10.104702] Epoch: [71] [1100/2904] eta: 0:22:57 lr: 0.002390 loss: 0.1957 (0.2053) loss_rec_all: 0.2221 (0.2311) loss_rec_sfr: 0.2808 (0.3091) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [10:58:25.023578] Epoch: [71] [1120/2904] eta: 0:22:41 lr: 0.002390 loss: 0.1935 (0.2053) loss_rec_all: 0.2191 (0.2310) loss_rec_sfr: 0.2986 (0.3091) loss_cl: -0.2782 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [10:58:39.940867] Epoch: [71] [1140/2904] eta: 0:22:25 lr: 0.002390 loss: 0.1963 (0.2054) loss_rec_all: 0.2224 (0.2311) loss_rec_sfr: 0.2880 (0.3092) loss_cl: -0.2790 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [10:58:54.863090] Epoch: [71] [1160/2904] eta: 0:22:10 lr: 0.002390 loss: 0.1977 (0.2055) loss_rec_all: 0.2235 (0.2312) loss_rec_sfr: 0.3074 (0.3097) loss_cl: -0.2796 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [10:59:09.786238] Epoch: [71] [1180/2904] eta: 0:21:54 lr: 0.002390 loss: 0.1936 (0.2054) loss_rec_all: 0.2198 (0.2312) loss_rec_sfr: 0.2879 (0.3097) loss_cl: -0.2788 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [10:59:24.705471] Epoch: [71] [1200/2904] eta: 0:21:38 lr: 0.002390 loss: 0.1949 (0.2054) loss_rec_all: 0.2205 (0.2311) loss_rec_sfr: 0.2782 (0.3092) loss_cl: -0.2778 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [10:59:39.630202] Epoch: [71] [1220/2904] eta: 0:21:23 lr: 0.002390 loss: 0.1960 (0.2053) loss_rec_all: 0.2222 (0.2310) loss_rec_sfr: 0.2755 (0.3088) loss_cl: -0.2787 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [10:59:54.544694] Epoch: [71] [1240/2904] eta: 0:21:07 lr: 0.002390 loss: 0.1988 (0.2055) loss_rec_all: 0.2247 (0.2312) loss_rec_sfr: 0.3077 (0.3095) loss_cl: -0.2786 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [11:00:09.466958] Epoch: [71] [1260/2904] eta: 0:20:51 lr: 0.002390 loss: 0.1969 (0.2055) loss_rec_all: 0.2226 (0.2312) loss_rec_sfr: 0.3037 (0.3096) loss_cl: -0.2789 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [11:00:24.388082] Epoch: [71] [1280/2904] eta: 0:20:36 lr: 0.002390 loss: 0.1957 (0.2056) loss_rec_all: 0.2220 (0.2313) loss_rec_sfr: 0.2758 (0.3095) loss_cl: -0.2796 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [11:00:39.300701] Epoch: [71] [1300/2904] eta: 0:20:20 lr: 0.002390 loss: 0.1933 (0.2055) loss_rec_all: 0.2195 (0.2312) loss_rec_sfr: 0.2809 (0.3094) loss_cl: -0.2796 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [11:00:54.224888] Epoch: [71] [1320/2904] eta: 0:20:04 lr: 0.002390 loss: 0.1945 (0.2055) loss_rec_all: 0.2201 (0.2312) loss_rec_sfr: 0.2874 (0.3093) loss_cl: -0.2786 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [11:01:09.141377] Epoch: [71] [1340/2904] eta: 0:19:49 lr: 0.002390 loss: 0.1944 (0.2054) loss_rec_all: 0.2200 (0.2311) loss_rec_sfr: 0.2777 (0.3090) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [11:01:24.055104] Epoch: [71] [1360/2904] eta: 0:19:33 lr: 0.002390 loss: 0.1954 (0.2054) loss_rec_all: 0.2212 (0.2311) loss_rec_sfr: 0.3053 (0.3091) loss_cl: -0.2793 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [11:01:38.967176] Epoch: [71] [1380/2904] eta: 0:19:18 lr: 0.002390 loss: 0.1977 (0.2054) loss_rec_all: 0.2235 (0.2311) loss_rec_sfr: 0.2729 (0.3089) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [11:01:53.885322] Epoch: [71] [1400/2904] eta: 0:19:02 lr: 0.002390 loss: 0.1996 (0.2054) loss_rec_all: 0.2254 (0.2311) loss_rec_sfr: 0.2830 (0.3088) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [11:02:08.802249] Epoch: [71] [1420/2904] eta: 0:18:47 lr: 0.002390 loss: 0.1985 (0.2053) loss_rec_all: 0.2241 (0.2310) loss_rec_sfr: 0.3040 (0.3089) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [11:02:23.710698] Epoch: [71] [1440/2904] eta: 0:18:31 lr: 0.002390 loss: 0.2009 (0.2054) loss_rec_all: 0.2271 (0.2311) loss_rec_sfr: 0.2811 (0.3090) loss_cl: -0.2797 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [11:02:38.630681] Epoch: [71] [1460/2904] eta: 0:18:16 lr: 0.002390 loss: 0.2020 (0.2055) loss_rec_all: 0.2275 (0.2312) loss_rec_sfr: 0.2901 (0.3093) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [11:02:53.546373] Epoch: [71] [1480/2904] eta: 0:18:00 lr: 0.002390 loss: 0.1987 (0.2056) loss_rec_all: 0.2243 (0.2313) loss_rec_sfr: 0.3140 (0.3098) loss_cl: -0.2779 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [11:03:08.464204] Epoch: [71] [1500/2904] eta: 0:17:45 lr: 0.002390 loss: 0.1970 (0.2056) loss_rec_all: 0.2226 (0.2313) loss_rec_sfr: 0.3010 (0.3098) loss_cl: -0.2779 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [11:03:23.380638] Epoch: [71] [1520/2904] eta: 0:17:30 lr: 0.002390 loss: 0.1992 (0.2056) loss_rec_all: 0.2249 (0.2313) loss_rec_sfr: 0.2585 (0.3098) loss_cl: -0.2785 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [11:03:38.294280] Epoch: [71] [1540/2904] eta: 0:17:14 lr: 0.002390 loss: 0.1966 (0.2055) loss_rec_all: 0.2224 (0.2313) loss_rec_sfr: 0.2798 (0.3094) loss_cl: -0.2791 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [11:03:53.205658] Epoch: [71] [1560/2904] eta: 0:16:59 lr: 0.002390 loss: 0.1925 (0.2055) loss_rec_all: 0.2182 (0.2312) loss_rec_sfr: 0.2761 (0.3092) loss_cl: -0.2789 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [11:04:08.126101] Epoch: [71] [1580/2904] eta: 0:16:43 lr: 0.002390 loss: 0.1964 (0.2055) loss_rec_all: 0.2224 (0.2313) loss_rec_sfr: 0.2807 (0.3091) loss_cl: -0.2790 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [11:04:23.051158] Epoch: [71] [1600/2904] eta: 0:16:28 lr: 0.002390 loss: 0.1990 (0.2056) loss_rec_all: 0.2250 (0.2313) loss_rec_sfr: 0.2841 (0.3092) loss_cl: -0.2792 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [11:04:37.975342] Epoch: [71] [1620/2904] eta: 0:16:13 lr: 0.002390 loss: 0.1971 (0.2056) loss_rec_all: 0.2235 (0.2313) loss_rec_sfr: 0.2810 (0.3091) loss_cl: -0.2799 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [11:04:52.897209] Epoch: [71] [1640/2904] eta: 0:15:57 lr: 0.002390 loss: 0.1960 (0.2056) loss_rec_all: 0.2218 (0.2313) loss_rec_sfr: 0.2819 (0.3091) loss_cl: -0.2794 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [11:05:07.817527] Epoch: [71] [1660/2904] eta: 0:15:42 lr: 0.002390 loss: 0.1971 (0.2056) loss_rec_all: 0.2226 (0.2313) loss_rec_sfr: 0.2959 (0.3092) loss_cl: -0.2781 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [11:05:22.744340] Epoch: [71] [1680/2904] eta: 0:15:27 lr: 0.002390 loss: 0.1951 (0.2057) loss_rec_all: 0.2212 (0.2314) loss_rec_sfr: 0.2814 (0.3093) loss_cl: -0.2790 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [11:05:37.668182] Epoch: [71] [1700/2904] eta: 0:15:11 lr: 0.002390 loss: 0.1967 (0.2056) loss_rec_all: 0.2221 (0.2313) loss_rec_sfr: 0.2804 (0.3091) loss_cl: -0.2784 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [11:05:52.589041] Epoch: [71] [1720/2904] eta: 0:14:56 lr: 0.002390 loss: 0.2014 (0.2057) loss_rec_all: 0.2274 (0.2314) loss_rec_sfr: 0.2817 (0.3093) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [11:06:07.508700] Epoch: [71] [1740/2904] eta: 0:14:41 lr: 0.002390 loss: 0.1946 (0.2056) loss_rec_all: 0.2207 (0.2313) loss_rec_sfr: 0.2617 (0.3090) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [11:06:22.426187] Epoch: [71] [1760/2904] eta: 0:14:25 lr: 0.002390 loss: 0.1956 (0.2055) loss_rec_all: 0.2217 (0.2313) loss_rec_sfr: 0.2974 (0.3090) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [11:06:37.341686] Epoch: [71] [1780/2904] eta: 0:14:10 lr: 0.002390 loss: 0.1973 (0.2056) loss_rec_all: 0.2230 (0.2313) loss_rec_sfr: 0.2868 (0.3092) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [11:06:52.266028] Epoch: [71] [1800/2904] eta: 0:13:55 lr: 0.002390 loss: 0.2000 (0.2056) loss_rec_all: 0.2255 (0.2313) loss_rec_sfr: 0.2765 (0.3093) loss_cl: -0.2783 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [11:07:07.185292] Epoch: [71] [1820/2904] eta: 0:13:40 lr: 0.002390 loss: 0.1942 (0.2057) loss_rec_all: 0.2200 (0.2314) loss_rec_sfr: 0.2679 (0.3096) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [11:07:22.101910] Epoch: [71] [1840/2904] eta: 0:13:24 lr: 0.002390 loss: 0.1978 (0.2057) loss_rec_all: 0.2235 (0.2314) loss_rec_sfr: 0.2938 (0.3096) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [11:07:37.018982] Epoch: [71] [1860/2904] eta: 0:13:09 lr: 0.002390 loss: 0.1955 (0.2057) loss_rec_all: 0.2210 (0.2314) loss_rec_sfr: 0.2902 (0.3095) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [11:07:51.932656] Epoch: [71] [1880/2904] eta: 0:12:54 lr: 0.002390 loss: 0.1982 (0.2057) loss_rec_all: 0.2240 (0.2314) loss_rec_sfr: 0.2854 (0.3094) loss_cl: -0.2784 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [11:08:06.850245] Epoch: [71] [1900/2904] eta: 0:12:39 lr: 0.002390 loss: 0.1988 (0.2057) loss_rec_all: 0.2244 (0.2314) loss_rec_sfr: 0.2931 (0.3095) loss_cl: -0.2797 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [11:08:21.767642] Epoch: [71] [1920/2904] eta: 0:12:23 lr: 0.002390 loss: 0.1937 (0.2057) loss_rec_all: 0.2193 (0.2314) loss_rec_sfr: 0.2982 (0.3095) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [11:08:36.688207] Epoch: [71] [1940/2904] eta: 0:12:08 lr: 0.002390 loss: 0.2009 (0.2057) loss_rec_all: 0.2270 (0.2314) loss_rec_sfr: 0.2804 (0.3094) loss_cl: -0.2796 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [11:08:51.604949] Epoch: [71] [1960/2904] eta: 0:11:53 lr: 0.002390 loss: 0.1948 (0.2056) loss_rec_all: 0.2206 (0.2313) loss_rec_sfr: 0.2685 (0.3092) loss_cl: -0.2775 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [11:09:06.524598] Epoch: [71] [1980/2904] eta: 0:11:38 lr: 0.002390 loss: 0.1966 (0.2056) loss_rec_all: 0.2224 (0.2313) loss_rec_sfr: 0.2837 (0.3092) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [11:09:21.440236] Epoch: [71] [2000/2904] eta: 0:11:23 lr: 0.002390 loss: 0.1966 (0.2056) loss_rec_all: 0.2225 (0.2314) loss_rec_sfr: 0.2872 (0.3092) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [11:09:36.348980] Epoch: [71] [2020/2904] eta: 0:11:07 lr: 0.002390 loss: 0.2036 (0.2058) loss_rec_all: 0.2300 (0.2315) loss_rec_sfr: 0.3136 (0.3097) loss_cl: -0.2790 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [11:09:51.266030] Epoch: [71] [2040/2904] eta: 0:10:52 lr: 0.002390 loss: 0.1974 (0.2058) loss_rec_all: 0.2236 (0.2315) loss_rec_sfr: 0.2861 (0.3096) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [11:10:06.183973] Epoch: [71] [2060/2904] eta: 0:10:37 lr: 0.002390 loss: 0.1993 (0.2058) loss_rec_all: 0.2254 (0.2316) loss_rec_sfr: 0.2922 (0.3098) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [11:10:21.107563] Epoch: [71] [2080/2904] eta: 0:10:22 lr: 0.002390 loss: 0.1952 (0.2058) loss_rec_all: 0.2212 (0.2315) loss_rec_sfr: 0.2763 (0.3095) loss_cl: -0.2790 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [11:10:36.031478] Epoch: [71] [2100/2904] eta: 0:10:07 lr: 0.002390 loss: 0.1939 (0.2058) loss_rec_all: 0.2194 (0.2315) loss_rec_sfr: 0.3031 (0.3096) loss_cl: -0.2780 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [11:10:50.952239] Epoch: [71] [2120/2904] eta: 0:09:52 lr: 0.002390 loss: 0.1916 (0.2058) loss_rec_all: 0.2179 (0.2315) loss_rec_sfr: 0.2622 (0.3094) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [11:11:05.869792] Epoch: [71] [2140/2904] eta: 0:09:36 lr: 0.002390 loss: 0.1982 (0.2059) loss_rec_all: 0.2243 (0.2316) loss_rec_sfr: 0.3023 (0.3097) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [11:11:20.789201] Epoch: [71] [2160/2904] eta: 0:09:21 lr: 0.002390 loss: 0.1954 (0.2059) loss_rec_all: 0.2211 (0.2316) loss_rec_sfr: 0.3065 (0.3100) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [11:11:35.713426] Epoch: [71] [2180/2904] eta: 0:09:06 lr: 0.002390 loss: 0.1916 (0.2059) loss_rec_all: 0.2179 (0.2316) loss_rec_sfr: 0.2980 (0.3100) loss_cl: -0.2787 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [11:11:50.627185] Epoch: [71] [2200/2904] eta: 0:08:51 lr: 0.002390 loss: 0.1944 (0.2058) loss_rec_all: 0.2201 (0.2315) loss_rec_sfr: 0.2945 (0.3099) loss_cl: -0.2784 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [11:12:05.538582] Epoch: [71] [2220/2904] eta: 0:08:36 lr: 0.002390 loss: 0.2004 (0.2060) loss_rec_all: 0.2261 (0.2317) loss_rec_sfr: 0.3131 (0.3103) loss_cl: -0.2780 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [11:12:20.450875] Epoch: [71] [2240/2904] eta: 0:08:21 lr: 0.002390 loss: 0.1953 (0.2059) loss_rec_all: 0.2214 (0.2316) loss_rec_sfr: 0.2642 (0.3102) loss_cl: -0.2796 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [11:12:35.367757] Epoch: [71] [2260/2904] eta: 0:08:05 lr: 0.002390 loss: 0.1970 (0.2059) loss_rec_all: 0.2229 (0.2316) loss_rec_sfr: 0.2860 (0.3101) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [11:12:50.285926] Epoch: [71] [2280/2904] eta: 0:07:50 lr: 0.002390 loss: 0.1956 (0.2058) loss_rec_all: 0.2215 (0.2316) loss_rec_sfr: 0.2708 (0.3100) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [11:13:05.204327] Epoch: [71] [2300/2904] eta: 0:07:35 lr: 0.002390 loss: 0.1946 (0.2058) loss_rec_all: 0.2203 (0.2315) loss_rec_sfr: 0.2770 (0.3097) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [11:13:20.124290] Epoch: [71] [2320/2904] eta: 0:07:20 lr: 0.002390 loss: 0.1966 (0.2058) loss_rec_all: 0.2228 (0.2315) loss_rec_sfr: 0.2831 (0.3097) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [11:13:35.047930] Epoch: [71] [2340/2904] eta: 0:07:05 lr: 0.002390 loss: 0.1951 (0.2058) loss_rec_all: 0.2212 (0.2315) loss_rec_sfr: 0.2853 (0.3097) loss_cl: -0.2781 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [11:13:49.969915] Epoch: [71] [2360/2904] eta: 0:06:50 lr: 0.002390 loss: 0.1976 (0.2058) loss_rec_all: 0.2238 (0.2315) loss_rec_sfr: 0.2975 (0.3098) loss_cl: -0.2784 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [11:14:04.888116] Epoch: [71] [2380/2904] eta: 0:06:35 lr: 0.002390 loss: 0.2023 (0.2059) loss_rec_all: 0.2282 (0.2316) loss_rec_sfr: 0.3197 (0.3102) loss_cl: -0.2787 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [11:14:19.801820] Epoch: [71] [2400/2904] eta: 0:06:20 lr: 0.002390 loss: 0.1966 (0.2059) loss_rec_all: 0.2225 (0.2316) loss_rec_sfr: 0.2863 (0.3101) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [11:14:34.723942] Epoch: [71] [2420/2904] eta: 0:06:04 lr: 0.002390 loss: 0.1918 (0.2058) loss_rec_all: 0.2180 (0.2315) loss_rec_sfr: 0.3008 (0.3100) loss_cl: -0.2792 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [11:14:49.644552] Epoch: [71] [2440/2904] eta: 0:05:49 lr: 0.002390 loss: 0.1935 (0.2058) loss_rec_all: 0.2193 (0.2315) loss_rec_sfr: 0.3054 (0.3101) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [11:15:04.559894] Epoch: [71] [2460/2904] eta: 0:05:34 lr: 0.002390 loss: 0.1961 (0.2058) loss_rec_all: 0.2217 (0.2315) loss_rec_sfr: 0.2831 (0.3100) loss_cl: -0.2776 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [11:15:19.479256] Epoch: [71] [2480/2904] eta: 0:05:19 lr: 0.002390 loss: 0.2028 (0.2058) loss_rec_all: 0.2285 (0.2315) loss_rec_sfr: 0.2834 (0.3100) loss_cl: -0.2792 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [11:15:34.400448] Epoch: [71] [2500/2904] eta: 0:05:04 lr: 0.002390 loss: 0.2013 (0.2059) loss_rec_all: 0.2271 (0.2316) loss_rec_sfr: 0.2940 (0.3101) loss_cl: -0.2792 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [11:15:49.319090] Epoch: [71] [2520/2904] eta: 0:04:49 lr: 0.002390 loss: 0.1996 (0.2059) loss_rec_all: 0.2253 (0.2316) loss_rec_sfr: 0.2813 (0.3101) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [11:16:04.234976] Epoch: [71] [2540/2904] eta: 0:04:34 lr: 0.002390 loss: 0.1965 (0.2059) loss_rec_all: 0.2224 (0.2316) loss_rec_sfr: 0.2775 (0.3101) loss_cl: -0.2778 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [11:16:19.153262] Epoch: [71] [2560/2904] eta: 0:04:19 lr: 0.002390 loss: 0.2010 (0.2059) loss_rec_all: 0.2267 (0.2316) loss_rec_sfr: 0.3052 (0.3102) loss_cl: -0.2788 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [11:16:34.070139] Epoch: [71] [2580/2904] eta: 0:04:04 lr: 0.002390 loss: 0.2002 (0.2060) loss_rec_all: 0.2261 (0.2317) loss_rec_sfr: 0.2852 (0.3103) loss_cl: -0.2794 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [11:16:48.986426] Epoch: [71] [2600/2904] eta: 0:03:49 lr: 0.002390 loss: 0.1973 (0.2059) loss_rec_all: 0.2229 (0.2316) loss_rec_sfr: 0.2836 (0.3102) loss_cl: -0.2796 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [11:17:03.914242] Epoch: [71] [2620/2904] eta: 0:03:33 lr: 0.002390 loss: 0.1947 (0.2059) loss_rec_all: 0.2205 (0.2316) loss_rec_sfr: 0.2848 (0.3101) loss_cl: -0.2785 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [11:17:18.836735] Epoch: [71] [2640/2904] eta: 0:03:18 lr: 0.002390 loss: 0.1962 (0.2059) loss_rec_all: 0.2218 (0.2316) loss_rec_sfr: 0.2985 (0.3102) loss_cl: -0.2778 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [11:17:33.761244] Epoch: [71] [2660/2904] eta: 0:03:03 lr: 0.002390 loss: 0.1963 (0.2059) loss_rec_all: 0.2226 (0.2316) loss_rec_sfr: 0.2573 (0.3101) loss_cl: -0.2791 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [11:17:48.677990] Epoch: [71] [2680/2904] eta: 0:02:48 lr: 0.002390 loss: 0.1996 (0.2060) loss_rec_all: 0.2258 (0.2317) loss_rec_sfr: 0.2836 (0.3104) loss_cl: -0.2800 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [11:18:03.592461] Epoch: [71] [2700/2904] eta: 0:02:33 lr: 0.002390 loss: 0.2001 (0.2060) loss_rec_all: 0.2257 (0.2317) loss_rec_sfr: 0.2890 (0.3105) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [11:18:18.508792] Epoch: [71] [2720/2904] eta: 0:02:18 lr: 0.002390 loss: 0.1940 (0.2061) loss_rec_all: 0.2202 (0.2318) loss_rec_sfr: 0.2951 (0.3106) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [11:18:33.417260] Epoch: [71] [2740/2904] eta: 0:02:03 lr: 0.002390 loss: 0.1955 (0.2061) loss_rec_all: 0.2215 (0.2318) loss_rec_sfr: 0.3002 (0.3108) loss_cl: -0.2790 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [11:18:48.337637] Epoch: [71] [2760/2904] eta: 0:01:48 lr: 0.002390 loss: 0.1964 (0.2061) loss_rec_all: 0.2222 (0.2318) loss_rec_sfr: 0.3064 (0.3109) loss_cl: -0.2781 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [11:19:03.267195] Epoch: [71] [2780/2904] eta: 0:01:33 lr: 0.002390 loss: 0.1957 (0.2061) loss_rec_all: 0.2217 (0.2318) loss_rec_sfr: 0.2743 (0.3107) loss_cl: -0.2786 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [11:19:18.188931] Epoch: [71] [2800/2904] eta: 0:01:18 lr: 0.002390 loss: 0.2009 (0.2061) loss_rec_all: 0.2269 (0.2318) loss_rec_sfr: 0.3012 (0.3108) loss_cl: -0.2795 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [11:19:33.114594] Epoch: [71] [2820/2904] eta: 0:01:03 lr: 0.002390 loss: 0.1988 (0.2061) loss_rec_all: 0.2247 (0.2318) loss_rec_sfr: 0.2726 (0.3107) loss_cl: -0.2789 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [11:19:48.064464] Epoch: [71] [2840/2904] eta: 0:00:48 lr: 0.002390 loss: 0.1918 (0.2061) loss_rec_all: 0.2178 (0.2318) loss_rec_sfr: 0.2891 (0.3106) loss_cl: -0.2794 (-0.2788) time: 0.7475 data: 0.0023 max mem: 29860 [11:20:02.962819] Epoch: [71] [2860/2904] eta: 0:00:33 lr: 0.002390 loss: 0.2000 (0.2062) loss_rec_all: 0.2257 (0.2319) loss_rec_sfr: 0.3082 (0.3108) loss_cl: -0.2784 (-0.2788) time: 0.7449 data: 0.0001 max mem: 29860 [11:20:17.862174] Epoch: [71] [2880/2904] eta: 0:00:18 lr: 0.002390 loss: 0.1970 (0.2061) loss_rec_all: 0.2226 (0.2318) loss_rec_sfr: 0.2966 (0.3106) loss_cl: -0.2789 (-0.2788) time: 0.7449 data: 0.0001 max mem: 29860 [11:20:32.759470] Epoch: [71] [2900/2904] eta: 0:00:03 lr: 0.002390 loss: 0.2008 (0.2062) loss_rec_all: 0.2267 (0.2319) loss_rec_sfr: 0.2975 (0.3107) loss_cl: -0.2783 (-0.2787) time: 0.7448 data: 0.0001 max mem: 29860 [11:20:35.002519] Epoch: [71] [2903/2904] eta: 0:00:00 lr: 0.002390 loss: 0.1971 (0.2061) loss_rec_all: 0.2226 (0.2318) loss_rec_sfr: 0.2775 (0.3106) loss_cl: -0.2783 (-0.2788) time: 0.7449 data: 0.0001 max mem: 29860 [11:20:37.112388] Epoch: [71] Total time: 0:36:27 (0.7534 s / it) [11:20:37.120544] Averaged stats: lr: 0.002390 loss: 0.1971 (0.2088) loss_rec_all: 0.2226 (0.2321) loss_rec_sfr: 0.2775 (0.3123) loss_cl: -0.2783 (-0.2554) [11:20:37.126956] log_dir: ./checkpoint/VF2_ViT-B [11:20:55.994933] Epoch: [72] [ 0/2904] eta: 15:13:07 lr: 0.002390 loss: 0.1949 (0.1949) loss_rec_all: 0.2213 (0.2213) loss_rec_sfr: 0.2308 (0.2308) loss_cl: -0.2794 (-0.2794) time: 18.8663 data: 11.3380 max mem: 29860 [11:21:11.482003] Epoch: [72] [ 20/2904] eta: 1:18:37 lr: 0.002390 loss: 0.1971 (0.2123) loss_rec_all: 0.2226 (0.2379) loss_rec_sfr: 0.3018 (0.3316) loss_cl: -0.2786 (-0.2785) time: 0.7743 data: 0.0258 max mem: 29860 [11:21:26.359802] Epoch: [72] [ 40/2904] eta: 0:57:18 lr: 0.002390 loss: 0.1935 (0.2087) loss_rec_all: 0.2193 (0.2343) loss_rec_sfr: 0.2853 (0.3233) loss_cl: -0.2787 (-0.2786) time: 0.7438 data: 0.0002 max mem: 29860 [11:21:41.246031] Epoch: [72] [ 60/2904] eta: 0:49:49 lr: 0.002390 loss: 0.1956 (0.2090) loss_rec_all: 0.2211 (0.2346) loss_rec_sfr: 0.3025 (0.3255) loss_cl: -0.2782 (-0.2785) time: 0.7443 data: 0.0002 max mem: 29860 [11:21:56.139225] Epoch: [72] [ 80/2904] eta: 0:45:54 lr: 0.002389 loss: 0.1929 (0.2076) loss_rec_all: 0.2188 (0.2332) loss_rec_sfr: 0.3063 (0.3227) loss_cl: -0.2797 (-0.2787) time: 0.7446 data: 0.0002 max mem: 29860 [11:22:11.050925] Epoch: [72] [ 100/2904] eta: 0:43:27 lr: 0.002389 loss: 0.1964 (0.2076) loss_rec_all: 0.2221 (0.2332) loss_rec_sfr: 0.2986 (0.3232) loss_cl: -0.2793 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [11:22:25.966320] Epoch: [72] [ 120/2904] eta: 0:41:44 lr: 0.002389 loss: 0.1983 (0.2080) loss_rec_all: 0.2241 (0.2336) loss_rec_sfr: 0.3169 (0.3263) loss_cl: -0.2795 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [11:22:40.887174] Epoch: [72] [ 140/2904] eta: 0:40:25 lr: 0.002389 loss: 0.1956 (0.2077) loss_rec_all: 0.2214 (0.2333) loss_rec_sfr: 0.3032 (0.3249) loss_cl: -0.2784 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [11:22:55.816893] Epoch: [72] [ 160/2904] eta: 0:39:23 lr: 0.002389 loss: 0.2014 (0.2081) loss_rec_all: 0.2272 (0.2337) loss_rec_sfr: 0.3039 (0.3253) loss_cl: -0.2787 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [11:23:10.742998] Epoch: [72] [ 180/2904] eta: 0:38:31 lr: 0.002389 loss: 0.1979 (0.2086) loss_rec_all: 0.2238 (0.2342) loss_rec_sfr: 0.2979 (0.3259) loss_cl: -0.2791 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [11:23:25.685669] Epoch: [72] [ 200/2904] eta: 0:37:47 lr: 0.002389 loss: 0.1976 (0.2085) loss_rec_all: 0.2234 (0.2341) loss_rec_sfr: 0.2992 (0.3256) loss_cl: -0.2791 (-0.2788) time: 0.7471 data: 0.0002 max mem: 29860 [11:23:40.622273] Epoch: [72] [ 220/2904] eta: 0:37:08 lr: 0.002389 loss: 0.1960 (0.2080) loss_rec_all: 0.2217 (0.2336) loss_rec_sfr: 0.2840 (0.3232) loss_cl: -0.2789 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [11:23:55.565659] Epoch: [72] [ 240/2904] eta: 0:36:33 lr: 0.002389 loss: 0.1952 (0.2076) loss_rec_all: 0.2212 (0.2333) loss_rec_sfr: 0.3007 (0.3224) loss_cl: -0.2777 (-0.2787) time: 0.7471 data: 0.0002 max mem: 29860 [11:24:10.484934] Epoch: [72] [ 260/2904] eta: 0:36:01 lr: 0.002389 loss: 0.1958 (0.2074) loss_rec_all: 0.2215 (0.2330) loss_rec_sfr: 0.2916 (0.3213) loss_cl: -0.2782 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [11:24:25.411592] Epoch: [72] [ 280/2904] eta: 0:35:31 lr: 0.002389 loss: 0.1959 (0.2077) loss_rec_all: 0.2216 (0.2334) loss_rec_sfr: 0.2965 (0.3213) loss_cl: -0.2792 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [11:24:40.338678] Epoch: [72] [ 300/2904] eta: 0:35:03 lr: 0.002389 loss: 0.1971 (0.2079) loss_rec_all: 0.2232 (0.2335) loss_rec_sfr: 0.2698 (0.3211) loss_cl: -0.2792 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [11:24:55.260528] Epoch: [72] [ 320/2904] eta: 0:34:37 lr: 0.002389 loss: 0.1951 (0.2072) loss_rec_all: 0.2211 (0.2329) loss_rec_sfr: 0.2948 (0.3194) loss_cl: -0.2781 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [11:25:10.182405] Epoch: [72] [ 340/2904] eta: 0:34:13 lr: 0.002389 loss: 0.1956 (0.2069) loss_rec_all: 0.2216 (0.2325) loss_rec_sfr: 0.3015 (0.3186) loss_cl: -0.2788 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [11:25:25.095125] Epoch: [72] [ 360/2904] eta: 0:33:49 lr: 0.002389 loss: 0.1991 (0.2067) loss_rec_all: 0.2245 (0.2324) loss_rec_sfr: 0.2897 (0.3179) loss_cl: -0.2783 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [11:25:40.031593] Epoch: [72] [ 380/2904] eta: 0:33:26 lr: 0.002389 loss: 0.1957 (0.2069) loss_rec_all: 0.2215 (0.2325) loss_rec_sfr: 0.3061 (0.3185) loss_cl: -0.2793 (-0.2787) time: 0.7468 data: 0.0002 max mem: 29860 [11:25:54.952919] Epoch: [72] [ 400/2904] eta: 0:33:04 lr: 0.002389 loss: 0.1952 (0.2069) loss_rec_all: 0.2215 (0.2326) loss_rec_sfr: 0.2887 (0.3184) loss_cl: -0.2798 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [11:26:09.874691] Epoch: [72] [ 420/2904] eta: 0:32:43 lr: 0.002389 loss: 0.1971 (0.2067) loss_rec_all: 0.2228 (0.2324) loss_rec_sfr: 0.2751 (0.3175) loss_cl: -0.2793 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [11:26:24.801650] Epoch: [72] [ 440/2904] eta: 0:32:22 lr: 0.002389 loss: 0.1918 (0.2063) loss_rec_all: 0.2177 (0.2319) loss_rec_sfr: 0.2601 (0.3155) loss_cl: -0.2779 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [11:26:39.720376] Epoch: [72] [ 460/2904] eta: 0:32:02 lr: 0.002389 loss: 0.1966 (0.2062) loss_rec_all: 0.2227 (0.2318) loss_rec_sfr: 0.2538 (0.3142) loss_cl: -0.2791 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [11:26:54.644066] Epoch: [72] [ 480/2904] eta: 0:31:42 lr: 0.002389 loss: 0.2043 (0.2066) loss_rec_all: 0.2303 (0.2323) loss_rec_sfr: 0.2914 (0.3152) loss_cl: -0.2772 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [11:27:09.570794] Epoch: [72] [ 500/2904] eta: 0:31:22 lr: 0.002389 loss: 0.1907 (0.2064) loss_rec_all: 0.2170 (0.2321) loss_rec_sfr: 0.3039 (0.3149) loss_cl: -0.2781 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [11:27:24.494310] Epoch: [72] [ 520/2904] eta: 0:31:03 lr: 0.002389 loss: 0.1963 (0.2067) loss_rec_all: 0.2222 (0.2323) loss_rec_sfr: 0.2876 (0.3155) loss_cl: -0.2793 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [11:27:39.422769] Epoch: [72] [ 540/2904] eta: 0:30:45 lr: 0.002389 loss: 0.1982 (0.2067) loss_rec_all: 0.2241 (0.2323) loss_rec_sfr: 0.2810 (0.3154) loss_cl: -0.2790 (-0.2786) time: 0.7464 data: 0.0002 max mem: 29860 [11:27:54.346474] Epoch: [72] [ 560/2904] eta: 0:30:26 lr: 0.002389 loss: 0.1983 (0.2068) loss_rec_all: 0.2240 (0.2324) loss_rec_sfr: 0.2891 (0.3155) loss_cl: -0.2785 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [11:28:09.268234] Epoch: [72] [ 580/2904] eta: 0:30:08 lr: 0.002389 loss: 0.1947 (0.2067) loss_rec_all: 0.2203 (0.2324) loss_rec_sfr: 0.2843 (0.3157) loss_cl: -0.2792 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [11:28:24.188088] Epoch: [72] [ 600/2904] eta: 0:29:50 lr: 0.002389 loss: 0.1942 (0.2068) loss_rec_all: 0.2205 (0.2324) loss_rec_sfr: 0.2753 (0.3153) loss_cl: -0.2787 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [11:28:39.111372] Epoch: [72] [ 620/2904] eta: 0:29:32 lr: 0.002389 loss: 0.1944 (0.2066) loss_rec_all: 0.2206 (0.2323) loss_rec_sfr: 0.2770 (0.3149) loss_cl: -0.2784 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [11:28:54.037885] Epoch: [72] [ 640/2904] eta: 0:29:14 lr: 0.002389 loss: 0.2012 (0.2067) loss_rec_all: 0.2268 (0.2324) loss_rec_sfr: 0.2960 (0.3153) loss_cl: -0.2791 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [11:29:08.962988] Epoch: [72] [ 660/2904] eta: 0:28:57 lr: 0.002389 loss: 0.1948 (0.2066) loss_rec_all: 0.2205 (0.2323) loss_rec_sfr: 0.2871 (0.3149) loss_cl: -0.2795 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [11:29:23.884215] Epoch: [72] [ 680/2904] eta: 0:28:40 lr: 0.002389 loss: 0.1958 (0.2067) loss_rec_all: 0.2221 (0.2323) loss_rec_sfr: 0.2836 (0.3148) loss_cl: -0.2784 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [11:29:38.804244] Epoch: [72] [ 700/2904] eta: 0:28:22 lr: 0.002389 loss: 0.1937 (0.2064) loss_rec_all: 0.2197 (0.2320) loss_rec_sfr: 0.2753 (0.3136) loss_cl: -0.2782 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [11:29:53.719734] Epoch: [72] [ 720/2904] eta: 0:28:05 lr: 0.002389 loss: 0.1964 (0.2064) loss_rec_all: 0.2221 (0.2321) loss_rec_sfr: 0.3046 (0.3137) loss_cl: -0.2789 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [11:30:08.640700] Epoch: [72] [ 740/2904] eta: 0:27:48 lr: 0.002389 loss: 0.1981 (0.2065) loss_rec_all: 0.2238 (0.2321) loss_rec_sfr: 0.3161 (0.3141) loss_cl: -0.2788 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [11:30:23.568475] Epoch: [72] [ 760/2904] eta: 0:27:32 lr: 0.002389 loss: 0.1965 (0.2066) loss_rec_all: 0.2229 (0.2322) loss_rec_sfr: 0.2811 (0.3144) loss_cl: -0.2793 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [11:30:38.493973] Epoch: [72] [ 780/2904] eta: 0:27:15 lr: 0.002389 loss: 0.1978 (0.2064) loss_rec_all: 0.2236 (0.2320) loss_rec_sfr: 0.2838 (0.3137) loss_cl: -0.2790 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [11:30:53.415227] Epoch: [72] [ 800/2904] eta: 0:26:58 lr: 0.002389 loss: 0.1956 (0.2062) loss_rec_all: 0.2213 (0.2318) loss_rec_sfr: 0.2969 (0.3132) loss_cl: -0.2789 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [11:31:08.336230] Epoch: [72] [ 820/2904] eta: 0:26:42 lr: 0.002389 loss: 0.1990 (0.2063) loss_rec_all: 0.2252 (0.2320) loss_rec_sfr: 0.3060 (0.3136) loss_cl: -0.2786 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [11:31:23.250496] Epoch: [72] [ 840/2904] eta: 0:26:25 lr: 0.002389 loss: 0.2002 (0.2064) loss_rec_all: 0.2263 (0.2321) loss_rec_sfr: 0.2845 (0.3137) loss_cl: -0.2792 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [11:31:38.172243] Epoch: [72] [ 860/2904] eta: 0:26:09 lr: 0.002389 loss: 0.1913 (0.2063) loss_rec_all: 0.2167 (0.2319) loss_rec_sfr: 0.2616 (0.3131) loss_cl: -0.2785 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [11:31:53.092825] Epoch: [72] [ 880/2904] eta: 0:25:52 lr: 0.002389 loss: 0.1927 (0.2062) loss_rec_all: 0.2183 (0.2319) loss_rec_sfr: 0.2841 (0.3130) loss_cl: -0.2783 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [11:32:08.015804] Epoch: [72] [ 900/2904] eta: 0:25:36 lr: 0.002389 loss: 0.1943 (0.2060) loss_rec_all: 0.2200 (0.2317) loss_rec_sfr: 0.3015 (0.3126) loss_cl: -0.2788 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [11:32:22.936347] Epoch: [72] [ 920/2904] eta: 0:25:20 lr: 0.002389 loss: 0.1986 (0.2061) loss_rec_all: 0.2245 (0.2317) loss_rec_sfr: 0.2778 (0.3123) loss_cl: -0.2796 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [11:32:37.852812] Epoch: [72] [ 940/2904] eta: 0:25:04 lr: 0.002389 loss: 0.1926 (0.2059) loss_rec_all: 0.2186 (0.2316) loss_rec_sfr: 0.2546 (0.3116) loss_cl: -0.2797 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [11:32:52.777739] Epoch: [72] [ 960/2904] eta: 0:24:48 lr: 0.002389 loss: 0.1929 (0.2058) loss_rec_all: 0.2187 (0.2315) loss_rec_sfr: 0.2829 (0.3114) loss_cl: -0.2775 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [11:33:07.697430] Epoch: [72] [ 980/2904] eta: 0:24:31 lr: 0.002389 loss: 0.1980 (0.2058) loss_rec_all: 0.2236 (0.2315) loss_rec_sfr: 0.3043 (0.3117) loss_cl: -0.2782 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [11:33:22.621163] Epoch: [72] [1000/2904] eta: 0:24:15 lr: 0.002389 loss: 0.1974 (0.2060) loss_rec_all: 0.2237 (0.2317) loss_rec_sfr: 0.2930 (0.3122) loss_cl: -0.2793 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [11:33:37.544715] Epoch: [72] [1020/2904] eta: 0:23:59 lr: 0.002389 loss: 0.1944 (0.2059) loss_rec_all: 0.2201 (0.2316) loss_rec_sfr: 0.2811 (0.3120) loss_cl: -0.2792 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [11:33:52.466230] Epoch: [72] [1040/2904] eta: 0:23:44 lr: 0.002389 loss: 0.1906 (0.2058) loss_rec_all: 0.2166 (0.2315) loss_rec_sfr: 0.2856 (0.3116) loss_cl: -0.2793 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [11:34:07.389291] Epoch: [72] [1060/2904] eta: 0:23:28 lr: 0.002389 loss: 0.1923 (0.2058) loss_rec_all: 0.2180 (0.2315) loss_rec_sfr: 0.2887 (0.3115) loss_cl: -0.2791 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [11:34:22.305790] Epoch: [72] [1080/2904] eta: 0:23:12 lr: 0.002389 loss: 0.1932 (0.2057) loss_rec_all: 0.2188 (0.2314) loss_rec_sfr: 0.2864 (0.3112) loss_cl: -0.2785 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [11:34:37.218946] Epoch: [72] [1100/2904] eta: 0:22:56 lr: 0.002389 loss: 0.1945 (0.2057) loss_rec_all: 0.2205 (0.2314) loss_rec_sfr: 0.2906 (0.3112) loss_cl: -0.2788 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [11:34:52.139529] Epoch: [72] [1120/2904] eta: 0:22:40 lr: 0.002389 loss: 0.1956 (0.2057) loss_rec_all: 0.2218 (0.2314) loss_rec_sfr: 0.3056 (0.3115) loss_cl: -0.2790 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [11:35:07.063722] Epoch: [72] [1140/2904] eta: 0:22:24 lr: 0.002389 loss: 0.1898 (0.2055) loss_rec_all: 0.2158 (0.2312) loss_rec_sfr: 0.2816 (0.3111) loss_cl: -0.2781 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [11:35:21.983921] Epoch: [72] [1160/2904] eta: 0:22:09 lr: 0.002389 loss: 0.1957 (0.2055) loss_rec_all: 0.2214 (0.2312) loss_rec_sfr: 0.3030 (0.3109) loss_cl: -0.2783 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [11:35:36.903911] Epoch: [72] [1180/2904] eta: 0:21:53 lr: 0.002389 loss: 0.1970 (0.2056) loss_rec_all: 0.2228 (0.2313) loss_rec_sfr: 0.2780 (0.3110) loss_cl: -0.2800 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [11:35:51.821473] Epoch: [72] [1200/2904] eta: 0:21:37 lr: 0.002389 loss: 0.1927 (0.2056) loss_rec_all: 0.2188 (0.2313) loss_rec_sfr: 0.2833 (0.3110) loss_cl: -0.2795 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [11:36:06.742444] Epoch: [72] [1220/2904] eta: 0:21:22 lr: 0.002389 loss: 0.1959 (0.2054) loss_rec_all: 0.2218 (0.2311) loss_rec_sfr: 0.3066 (0.3107) loss_cl: -0.2789 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [11:36:21.663731] Epoch: [72] [1240/2904] eta: 0:21:06 lr: 0.002389 loss: 0.1955 (0.2054) loss_rec_all: 0.2213 (0.2311) loss_rec_sfr: 0.2818 (0.3105) loss_cl: -0.2785 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [11:36:36.580438] Epoch: [72] [1260/2904] eta: 0:20:50 lr: 0.002389 loss: 0.1928 (0.2053) loss_rec_all: 0.2187 (0.2310) loss_rec_sfr: 0.2710 (0.3102) loss_cl: -0.2789 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [11:36:51.500380] Epoch: [72] [1280/2904] eta: 0:20:35 lr: 0.002389 loss: 0.1982 (0.2053) loss_rec_all: 0.2239 (0.2310) loss_rec_sfr: 0.2629 (0.3102) loss_cl: -0.2787 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [11:37:06.418781] Epoch: [72] [1300/2904] eta: 0:20:19 lr: 0.002389 loss: 0.1953 (0.2053) loss_rec_all: 0.2211 (0.2310) loss_rec_sfr: 0.2900 (0.3102) loss_cl: -0.2779 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [11:37:21.329320] Epoch: [72] [1320/2904] eta: 0:20:04 lr: 0.002389 loss: 0.1945 (0.2054) loss_rec_all: 0.2201 (0.2311) loss_rec_sfr: 0.2889 (0.3104) loss_cl: -0.2781 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [11:37:36.245517] Epoch: [72] [1340/2904] eta: 0:19:48 lr: 0.002389 loss: 0.2007 (0.2054) loss_rec_all: 0.2267 (0.2311) loss_rec_sfr: 0.2750 (0.3101) loss_cl: -0.2787 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [11:37:51.175157] Epoch: [72] [1360/2904] eta: 0:19:33 lr: 0.002389 loss: 0.1945 (0.2055) loss_rec_all: 0.2202 (0.2312) loss_rec_sfr: 0.2881 (0.3102) loss_cl: -0.2786 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [11:38:06.091364] Epoch: [72] [1380/2904] eta: 0:19:17 lr: 0.002389 loss: 0.1948 (0.2054) loss_rec_all: 0.2209 (0.2311) loss_rec_sfr: 0.2848 (0.3098) loss_cl: -0.2786 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [11:38:21.012760] Epoch: [72] [1400/2904] eta: 0:19:02 lr: 0.002389 loss: 0.1943 (0.2054) loss_rec_all: 0.2203 (0.2311) loss_rec_sfr: 0.3050 (0.3099) loss_cl: -0.2786 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [11:38:35.928682] Epoch: [72] [1420/2904] eta: 0:18:46 lr: 0.002389 loss: 0.1920 (0.2052) loss_rec_all: 0.2176 (0.2309) loss_rec_sfr: 0.2683 (0.3094) loss_cl: -0.2794 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [11:38:50.843362] Epoch: [72] [1440/2904] eta: 0:18:31 lr: 0.002389 loss: 0.1969 (0.2051) loss_rec_all: 0.2226 (0.2309) loss_rec_sfr: 0.2727 (0.3091) loss_cl: -0.2789 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [11:39:05.760605] Epoch: [72] [1460/2904] eta: 0:18:15 lr: 0.002389 loss: 0.1976 (0.2051) loss_rec_all: 0.2237 (0.2309) loss_rec_sfr: 0.2898 (0.3092) loss_cl: -0.2783 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [11:39:20.675542] Epoch: [72] [1480/2904] eta: 0:18:00 lr: 0.002389 loss: 0.1996 (0.2053) loss_rec_all: 0.2257 (0.2310) loss_rec_sfr: 0.3134 (0.3095) loss_cl: -0.2791 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [11:39:35.587543] Epoch: [72] [1500/2904] eta: 0:17:44 lr: 0.002389 loss: 0.1939 (0.2052) loss_rec_all: 0.2199 (0.2309) loss_rec_sfr: 0.2688 (0.3093) loss_cl: -0.2795 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [11:39:50.504261] Epoch: [72] [1520/2904] eta: 0:17:29 lr: 0.002389 loss: 0.1962 (0.2052) loss_rec_all: 0.2220 (0.2309) loss_rec_sfr: 0.2736 (0.3090) loss_cl: -0.2794 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [11:40:05.422081] Epoch: [72] [1540/2904] eta: 0:17:14 lr: 0.002389 loss: 0.1960 (0.2053) loss_rec_all: 0.2216 (0.2310) loss_rec_sfr: 0.3084 (0.3096) loss_cl: -0.2788 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [11:40:20.340657] Epoch: [72] [1560/2904] eta: 0:16:58 lr: 0.002389 loss: 0.1955 (0.2052) loss_rec_all: 0.2216 (0.2309) loss_rec_sfr: 0.2864 (0.3094) loss_cl: -0.2789 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [11:40:35.257112] Epoch: [72] [1580/2904] eta: 0:16:43 lr: 0.002389 loss: 0.1964 (0.2052) loss_rec_all: 0.2222 (0.2309) loss_rec_sfr: 0.2903 (0.3094) loss_cl: -0.2796 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [11:40:50.178740] Epoch: [72] [1600/2904] eta: 0:16:27 lr: 0.002389 loss: 0.1940 (0.2052) loss_rec_all: 0.2198 (0.2309) loss_rec_sfr: 0.2989 (0.3094) loss_cl: -0.2784 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [11:41:05.098273] Epoch: [72] [1620/2904] eta: 0:16:12 lr: 0.002389 loss: 0.1935 (0.2052) loss_rec_all: 0.2197 (0.2309) loss_rec_sfr: 0.2876 (0.3093) loss_cl: -0.2785 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [11:41:20.014201] Epoch: [72] [1640/2904] eta: 0:15:57 lr: 0.002389 loss: 0.1986 (0.2053) loss_rec_all: 0.2246 (0.2310) loss_rec_sfr: 0.2985 (0.3096) loss_cl: -0.2792 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [11:41:34.930569] Epoch: [72] [1660/2904] eta: 0:15:41 lr: 0.002389 loss: 0.1926 (0.2052) loss_rec_all: 0.2183 (0.2309) loss_rec_sfr: 0.2857 (0.3093) loss_cl: -0.2794 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [11:41:49.851331] Epoch: [72] [1680/2904] eta: 0:15:26 lr: 0.002389 loss: 0.1949 (0.2051) loss_rec_all: 0.2212 (0.2308) loss_rec_sfr: 0.2828 (0.3091) loss_cl: -0.2792 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [11:42:04.769609] Epoch: [72] [1700/2904] eta: 0:15:11 lr: 0.002389 loss: 0.1950 (0.2050) loss_rec_all: 0.2214 (0.2307) loss_rec_sfr: 0.2600 (0.3088) loss_cl: -0.2792 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [11:42:19.689321] Epoch: [72] [1720/2904] eta: 0:14:56 lr: 0.002389 loss: 0.1926 (0.2050) loss_rec_all: 0.2186 (0.2307) loss_rec_sfr: 0.2949 (0.3089) loss_cl: -0.2792 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [11:42:34.608992] Epoch: [72] [1740/2904] eta: 0:14:40 lr: 0.002389 loss: 0.1963 (0.2051) loss_rec_all: 0.2224 (0.2308) loss_rec_sfr: 0.3108 (0.3093) loss_cl: -0.2785 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [11:42:49.524861] Epoch: [72] [1760/2904] eta: 0:14:25 lr: 0.002389 loss: 0.1957 (0.2052) loss_rec_all: 0.2215 (0.2309) loss_rec_sfr: 0.3048 (0.3095) loss_cl: -0.2787 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [11:43:04.439150] Epoch: [72] [1780/2904] eta: 0:14:10 lr: 0.002389 loss: 0.1992 (0.2052) loss_rec_all: 0.2249 (0.2309) loss_rec_sfr: 0.3020 (0.3096) loss_cl: -0.2796 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [11:43:19.360789] Epoch: [72] [1800/2904] eta: 0:13:54 lr: 0.002389 loss: 0.1936 (0.2052) loss_rec_all: 0.2199 (0.2309) loss_rec_sfr: 0.2833 (0.3095) loss_cl: -0.2793 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [11:43:34.284362] Epoch: [72] [1820/2904] eta: 0:13:39 lr: 0.002389 loss: 0.1947 (0.2051) loss_rec_all: 0.2204 (0.2309) loss_rec_sfr: 0.2887 (0.3094) loss_cl: -0.2784 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [11:43:49.207058] Epoch: [72] [1840/2904] eta: 0:13:24 lr: 0.002389 loss: 0.1940 (0.2051) loss_rec_all: 0.2197 (0.2308) loss_rec_sfr: 0.3040 (0.3093) loss_cl: -0.2789 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [11:44:04.125135] Epoch: [72] [1860/2904] eta: 0:13:09 lr: 0.002389 loss: 0.1977 (0.2051) loss_rec_all: 0.2238 (0.2308) loss_rec_sfr: 0.2749 (0.3091) loss_cl: -0.2799 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [11:44:19.037865] Epoch: [72] [1880/2904] eta: 0:12:54 lr: 0.002389 loss: 0.1935 (0.2051) loss_rec_all: 0.2197 (0.2308) loss_rec_sfr: 0.2976 (0.3093) loss_cl: -0.2785 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [11:44:33.946276] Epoch: [72] [1900/2904] eta: 0:12:38 lr: 0.002389 loss: 0.1962 (0.2053) loss_rec_all: 0.2218 (0.2310) loss_rec_sfr: 0.3068 (0.3097) loss_cl: -0.2785 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [11:44:48.859809] Epoch: [72] [1920/2904] eta: 0:12:23 lr: 0.002389 loss: 0.1952 (0.2052) loss_rec_all: 0.2209 (0.2309) loss_rec_sfr: 0.2742 (0.3096) loss_cl: -0.2784 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [11:45:03.772561] Epoch: [72] [1940/2904] eta: 0:12:08 lr: 0.002389 loss: 0.1970 (0.2051) loss_rec_all: 0.2231 (0.2308) loss_rec_sfr: 0.2755 (0.3092) loss_cl: -0.2789 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [11:45:18.683448] Epoch: [72] [1960/2904] eta: 0:11:53 lr: 0.002389 loss: 0.1954 (0.2051) loss_rec_all: 0.2214 (0.2308) loss_rec_sfr: 0.2873 (0.3092) loss_cl: -0.2796 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [11:45:33.605461] Epoch: [72] [1980/2904] eta: 0:11:37 lr: 0.002389 loss: 0.1945 (0.2051) loss_rec_all: 0.2203 (0.2308) loss_rec_sfr: 0.3000 (0.3090) loss_cl: -0.2789 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [11:45:48.521831] Epoch: [72] [2000/2904] eta: 0:11:22 lr: 0.002389 loss: 0.1977 (0.2050) loss_rec_all: 0.2233 (0.2308) loss_rec_sfr: 0.2851 (0.3090) loss_cl: -0.2789 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [11:46:03.446004] Epoch: [72] [2020/2904] eta: 0:11:07 lr: 0.002389 loss: 0.1968 (0.2052) loss_rec_all: 0.2229 (0.2309) loss_rec_sfr: 0.2778 (0.3092) loss_cl: -0.2777 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [11:46:18.368788] Epoch: [72] [2040/2904] eta: 0:10:52 lr: 0.002389 loss: 0.1957 (0.2052) loss_rec_all: 0.2220 (0.2309) loss_rec_sfr: 0.2967 (0.3093) loss_cl: -0.2800 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [11:46:33.286998] Epoch: [72] [2060/2904] eta: 0:10:37 lr: 0.002389 loss: 0.1936 (0.2051) loss_rec_all: 0.2192 (0.2308) loss_rec_sfr: 0.2888 (0.3092) loss_cl: -0.2795 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [11:46:48.200683] Epoch: [72] [2080/2904] eta: 0:10:22 lr: 0.002389 loss: 0.1939 (0.2050) loss_rec_all: 0.2199 (0.2308) loss_rec_sfr: 0.2848 (0.3090) loss_cl: -0.2791 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [11:47:03.120798] Epoch: [72] [2100/2904] eta: 0:10:06 lr: 0.002389 loss: 0.1979 (0.2051) loss_rec_all: 0.2237 (0.2308) loss_rec_sfr: 0.2805 (0.3092) loss_cl: -0.2780 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [11:47:18.040244] Epoch: [72] [2120/2904] eta: 0:09:51 lr: 0.002389 loss: 0.1954 (0.2051) loss_rec_all: 0.2217 (0.2308) loss_rec_sfr: 0.2853 (0.3092) loss_cl: -0.2796 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [11:47:32.955800] Epoch: [72] [2140/2904] eta: 0:09:36 lr: 0.002389 loss: 0.1996 (0.2052) loss_rec_all: 0.2253 (0.2309) loss_rec_sfr: 0.3143 (0.3095) loss_cl: -0.2793 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [11:47:47.871384] Epoch: [72] [2160/2904] eta: 0:09:21 lr: 0.002389 loss: 0.2062 (0.2054) loss_rec_all: 0.2320 (0.2311) loss_rec_sfr: 0.3125 (0.3100) loss_cl: -0.2783 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [11:48:02.785698] Epoch: [72] [2180/2904] eta: 0:09:06 lr: 0.002389 loss: 0.1998 (0.2054) loss_rec_all: 0.2258 (0.2311) loss_rec_sfr: 0.3069 (0.3102) loss_cl: -0.2785 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [11:48:17.710169] Epoch: [72] [2200/2904] eta: 0:08:51 lr: 0.002389 loss: 0.1914 (0.2054) loss_rec_all: 0.2177 (0.2311) loss_rec_sfr: 0.2618 (0.3099) loss_cl: -0.2789 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [11:48:32.634015] Epoch: [72] [2220/2904] eta: 0:08:35 lr: 0.002389 loss: 0.1972 (0.2054) loss_rec_all: 0.2226 (0.2311) loss_rec_sfr: 0.3035 (0.3101) loss_cl: -0.2785 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [11:48:47.554410] Epoch: [72] [2240/2904] eta: 0:08:20 lr: 0.002389 loss: 0.1986 (0.2055) loss_rec_all: 0.2246 (0.2312) loss_rec_sfr: 0.3131 (0.3103) loss_cl: -0.2788 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [11:49:02.471428] Epoch: [72] [2260/2904] eta: 0:08:05 lr: 0.002389 loss: 0.1962 (0.2055) loss_rec_all: 0.2220 (0.2312) loss_rec_sfr: 0.2880 (0.3104) loss_cl: -0.2790 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [11:49:17.385578] Epoch: [72] [2280/2904] eta: 0:07:50 lr: 0.002389 loss: 0.1994 (0.2055) loss_rec_all: 0.2253 (0.2312) loss_rec_sfr: 0.2802 (0.3104) loss_cl: -0.2779 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [11:49:32.306920] Epoch: [72] [2300/2904] eta: 0:07:35 lr: 0.002389 loss: 0.1966 (0.2055) loss_rec_all: 0.2226 (0.2312) loss_rec_sfr: 0.2865 (0.3104) loss_cl: -0.2786 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [11:49:47.234183] Epoch: [72] [2320/2904] eta: 0:07:20 lr: 0.002389 loss: 0.1928 (0.2055) loss_rec_all: 0.2190 (0.2312) loss_rec_sfr: 0.2788 (0.3104) loss_cl: -0.2790 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [11:50:02.158693] Epoch: [72] [2340/2904] eta: 0:07:05 lr: 0.002389 loss: 0.1987 (0.2056) loss_rec_all: 0.2244 (0.2313) loss_rec_sfr: 0.2985 (0.3106) loss_cl: -0.2790 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [11:50:17.073549] Epoch: [72] [2360/2904] eta: 0:06:50 lr: 0.002389 loss: 0.1943 (0.2055) loss_rec_all: 0.2202 (0.2312) loss_rec_sfr: 0.2971 (0.3105) loss_cl: -0.2789 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [11:50:31.996288] Epoch: [72] [2380/2904] eta: 0:06:34 lr: 0.002389 loss: 0.1990 (0.2055) loss_rec_all: 0.2246 (0.2312) loss_rec_sfr: 0.2931 (0.3105) loss_cl: -0.2786 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [11:50:46.918070] Epoch: [72] [2400/2904] eta: 0:06:19 lr: 0.002389 loss: 0.1936 (0.2055) loss_rec_all: 0.2195 (0.2312) loss_rec_sfr: 0.2866 (0.3105) loss_cl: -0.2783 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [11:51:01.841527] Epoch: [72] [2420/2904] eta: 0:06:04 lr: 0.002389 loss: 0.1993 (0.2056) loss_rec_all: 0.2249 (0.2313) loss_rec_sfr: 0.3099 (0.3108) loss_cl: -0.2787 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [11:51:16.766593] Epoch: [72] [2440/2904] eta: 0:05:49 lr: 0.002389 loss: 0.1962 (0.2056) loss_rec_all: 0.2219 (0.2313) loss_rec_sfr: 0.2910 (0.3107) loss_cl: -0.2785 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [11:51:31.689353] Epoch: [72] [2460/2904] eta: 0:05:34 lr: 0.002389 loss: 0.1957 (0.2056) loss_rec_all: 0.2215 (0.2313) loss_rec_sfr: 0.3038 (0.3108) loss_cl: -0.2786 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [11:51:46.610925] Epoch: [72] [2480/2904] eta: 0:05:19 lr: 0.002389 loss: 0.1964 (0.2056) loss_rec_all: 0.2221 (0.2313) loss_rec_sfr: 0.2917 (0.3107) loss_cl: -0.2789 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [11:52:01.537831] Epoch: [72] [2500/2904] eta: 0:05:04 lr: 0.002389 loss: 0.1964 (0.2056) loss_rec_all: 0.2222 (0.2313) loss_rec_sfr: 0.2781 (0.3107) loss_cl: -0.2798 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [11:52:16.461256] Epoch: [72] [2520/2904] eta: 0:04:49 lr: 0.002389 loss: 0.1950 (0.2056) loss_rec_all: 0.2209 (0.2313) loss_rec_sfr: 0.2984 (0.3108) loss_cl: -0.2785 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [11:52:31.388552] Epoch: [72] [2540/2904] eta: 0:04:34 lr: 0.002389 loss: 0.1978 (0.2056) loss_rec_all: 0.2234 (0.2313) loss_rec_sfr: 0.2924 (0.3108) loss_cl: -0.2789 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [11:52:46.306872] Epoch: [72] [2560/2904] eta: 0:04:19 lr: 0.002389 loss: 0.1944 (0.2056) loss_rec_all: 0.2205 (0.2313) loss_rec_sfr: 0.2799 (0.3107) loss_cl: -0.2797 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [11:53:01.227094] Epoch: [72] [2580/2904] eta: 0:04:04 lr: 0.002389 loss: 0.1942 (0.2056) loss_rec_all: 0.2203 (0.2313) loss_rec_sfr: 0.2800 (0.3107) loss_cl: -0.2792 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [11:53:16.148675] Epoch: [72] [2600/2904] eta: 0:03:48 lr: 0.002389 loss: 0.1966 (0.2056) loss_rec_all: 0.2219 (0.2313) loss_rec_sfr: 0.2856 (0.3106) loss_cl: -0.2779 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [11:53:31.069393] Epoch: [72] [2620/2904] eta: 0:03:33 lr: 0.002389 loss: 0.1959 (0.2056) loss_rec_all: 0.2214 (0.2313) loss_rec_sfr: 0.3058 (0.3107) loss_cl: -0.2772 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [11:53:45.992568] Epoch: [72] [2640/2904] eta: 0:03:18 lr: 0.002389 loss: 0.1966 (0.2056) loss_rec_all: 0.2224 (0.2313) loss_rec_sfr: 0.3076 (0.3109) loss_cl: -0.2793 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [11:54:00.915813] Epoch: [72] [2660/2904] eta: 0:03:03 lr: 0.002389 loss: 0.1953 (0.2055) loss_rec_all: 0.2211 (0.2312) loss_rec_sfr: 0.2973 (0.3108) loss_cl: -0.2790 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [11:54:15.837202] Epoch: [72] [2680/2904] eta: 0:02:48 lr: 0.002389 loss: 0.1989 (0.2057) loss_rec_all: 0.2250 (0.2313) loss_rec_sfr: 0.3093 (0.3111) loss_cl: -0.2795 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [11:54:30.758616] Epoch: [72] [2700/2904] eta: 0:02:33 lr: 0.002389 loss: 0.1950 (0.2056) loss_rec_all: 0.2209 (0.2313) loss_rec_sfr: 0.2884 (0.3110) loss_cl: -0.2793 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [11:54:45.679874] Epoch: [72] [2720/2904] eta: 0:02:18 lr: 0.002389 loss: 0.1980 (0.2057) loss_rec_all: 0.2239 (0.2314) loss_rec_sfr: 0.3076 (0.3111) loss_cl: -0.2785 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [11:55:00.603469] Epoch: [72] [2740/2904] eta: 0:02:03 lr: 0.002389 loss: 0.1970 (0.2057) loss_rec_all: 0.2226 (0.2314) loss_rec_sfr: 0.2854 (0.3112) loss_cl: -0.2783 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [11:55:15.526799] Epoch: [72] [2760/2904] eta: 0:01:48 lr: 0.002389 loss: 0.1933 (0.2057) loss_rec_all: 0.2193 (0.2314) loss_rec_sfr: 0.2623 (0.3111) loss_cl: -0.2787 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [11:55:30.443951] Epoch: [72] [2780/2904] eta: 0:01:33 lr: 0.002389 loss: 0.1917 (0.2057) loss_rec_all: 0.2175 (0.2313) loss_rec_sfr: 0.3074 (0.3111) loss_cl: -0.2790 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [11:55:45.366176] Epoch: [72] [2800/2904] eta: 0:01:18 lr: 0.002389 loss: 0.1966 (0.2057) loss_rec_all: 0.2221 (0.2314) loss_rec_sfr: 0.3094 (0.3113) loss_cl: -0.2785 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [11:56:00.294250] Epoch: [72] [2820/2904] eta: 0:01:03 lr: 0.002389 loss: 0.1997 (0.2057) loss_rec_all: 0.2256 (0.2314) loss_rec_sfr: 0.3028 (0.3112) loss_cl: -0.2788 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [11:56:15.248282] Epoch: [72] [2840/2904] eta: 0:00:48 lr: 0.002389 loss: 0.1947 (0.2057) loss_rec_all: 0.2205 (0.2314) loss_rec_sfr: 0.2832 (0.3113) loss_cl: -0.2793 (-0.2787) time: 0.7477 data: 0.0024 max mem: 29860 [11:56:30.153320] Epoch: [72] [2860/2904] eta: 0:00:33 lr: 0.002389 loss: 0.1952 (0.2057) loss_rec_all: 0.2208 (0.2314) loss_rec_sfr: 0.3212 (0.3114) loss_cl: -0.2793 (-0.2787) time: 0.7452 data: 0.0001 max mem: 29860 [11:56:45.056999] Epoch: [72] [2880/2904] eta: 0:00:18 lr: 0.002389 loss: 0.1947 (0.2056) loss_rec_all: 0.2205 (0.2313) loss_rec_sfr: 0.2795 (0.3113) loss_cl: -0.2790 (-0.2787) time: 0.7451 data: 0.0001 max mem: 29860 [11:56:59.960697] Epoch: [72] [2900/2904] eta: 0:00:03 lr: 0.002389 loss: 0.1975 (0.2057) loss_rec_all: 0.2232 (0.2314) loss_rec_sfr: 0.3091 (0.3114) loss_cl: -0.2796 (-0.2787) time: 0.7451 data: 0.0001 max mem: 29860 [11:57:02.204112] Epoch: [72] [2903/2904] eta: 0:00:00 lr: 0.002389 loss: 0.1950 (0.2057) loss_rec_all: 0.2207 (0.2314) loss_rec_sfr: 0.3091 (0.3115) loss_cl: -0.2796 (-0.2787) time: 0.7453 data: 0.0001 max mem: 29860 [11:57:04.276866] Epoch: [72] Total time: 0:36:27 (0.7532 s / it) [11:57:04.279064] Averaged stats: lr: 0.002389 loss: 0.1950 (0.2084) loss_rec_all: 0.2207 (0.2317) loss_rec_sfr: 0.3091 (0.3116) loss_cl: -0.2796 (-0.2555) [11:57:04.283672] log_dir: ./checkpoint/VF2_ViT-B [11:57:23.234741] Epoch: [73] [ 0/2904] eta: 15:17:11 lr: 0.002389 loss: 0.2012 (0.2012) loss_rec_all: 0.2267 (0.2267) loss_rec_sfr: 0.3282 (0.3282) loss_cl: -0.2781 (-0.2781) time: 18.9504 data: 16.4744 max mem: 29860 [11:57:39.097477] Epoch: [73] [ 20/2904] eta: 1:19:40 lr: 0.002389 loss: 0.2031 (0.2121) loss_rec_all: 0.2291 (0.2375) loss_rec_sfr: 0.2838 (0.3249) loss_cl: -0.2769 (-0.2770) time: 0.7931 data: 0.0002 max mem: 29860 [11:57:53.981408] Epoch: [73] [ 40/2904] eta: 0:57:51 lr: 0.002389 loss: 0.1961 (0.2067) loss_rec_all: 0.2223 (0.2323) loss_rec_sfr: 0.3014 (0.3144) loss_cl: -0.2788 (-0.2779) time: 0.7442 data: 0.0002 max mem: 29860 [11:58:08.885432] Epoch: [73] [ 60/2904] eta: 0:50:11 lr: 0.002389 loss: 0.1964 (0.2054) loss_rec_all: 0.2226 (0.2311) loss_rec_sfr: 0.2710 (0.3057) loss_cl: -0.2797 (-0.2785) time: 0.7452 data: 0.0002 max mem: 29860 [11:58:23.798088] Epoch: [73] [ 80/2904] eta: 0:46:12 lr: 0.002389 loss: 0.1932 (0.2038) loss_rec_all: 0.2190 (0.2295) loss_rec_sfr: 0.2835 (0.3004) loss_cl: -0.2794 (-0.2786) time: 0.7456 data: 0.0002 max mem: 29860 [11:58:38.699146] Epoch: [73] [ 100/2904] eta: 0:43:41 lr: 0.002389 loss: 0.1939 (0.2050) loss_rec_all: 0.2200 (0.2307) loss_rec_sfr: 0.2796 (0.3044) loss_cl: -0.2783 (-0.2785) time: 0.7450 data: 0.0002 max mem: 29860 [11:58:53.608785] Epoch: [73] [ 120/2904] eta: 0:41:55 lr: 0.002389 loss: 0.1923 (0.2033) loss_rec_all: 0.2177 (0.2290) loss_rec_sfr: 0.2791 (0.3009) loss_cl: -0.2778 (-0.2784) time: 0.7454 data: 0.0002 max mem: 29860 [11:59:08.531881] Epoch: [73] [ 140/2904] eta: 0:40:35 lr: 0.002389 loss: 0.1983 (0.2032) loss_rec_all: 0.2240 (0.2290) loss_rec_sfr: 0.2870 (0.3006) loss_cl: -0.2795 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [11:59:23.489634] Epoch: [73] [ 160/2904] eta: 0:39:32 lr: 0.002389 loss: 0.1931 (0.2029) loss_rec_all: 0.2195 (0.2286) loss_rec_sfr: 0.2817 (0.3001) loss_cl: -0.2789 (-0.2786) time: 0.7478 data: 0.0002 max mem: 29860 [11:59:38.410415] Epoch: [73] [ 180/2904] eta: 0:38:39 lr: 0.002389 loss: 0.1944 (0.2027) loss_rec_all: 0.2206 (0.2284) loss_rec_sfr: 0.2908 (0.3006) loss_cl: -0.2787 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [11:59:53.340832] Epoch: [73] [ 200/2904] eta: 0:37:54 lr: 0.002389 loss: 0.1956 (0.2030) loss_rec_all: 0.2216 (0.2288) loss_rec_sfr: 0.2713 (0.3016) loss_cl: -0.2786 (-0.2785) time: 0.7465 data: 0.0002 max mem: 29860 [12:00:08.260223] Epoch: [73] [ 220/2904] eta: 0:37:14 lr: 0.002389 loss: 0.1969 (0.2034) loss_rec_all: 0.2227 (0.2292) loss_rec_sfr: 0.2972 (0.3033) loss_cl: -0.2795 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [12:00:23.184272] Epoch: [73] [ 240/2904] eta: 0:36:38 lr: 0.002389 loss: 0.1977 (0.2039) loss_rec_all: 0.2242 (0.2297) loss_rec_sfr: 0.3085 (0.3050) loss_cl: -0.2793 (-0.2787) time: 0.7461 data: 0.0003 max mem: 29860 [12:00:38.107862] Epoch: [73] [ 260/2904] eta: 0:36:05 lr: 0.002389 loss: 0.1908 (0.2032) loss_rec_all: 0.2173 (0.2290) loss_rec_sfr: 0.2905 (0.3034) loss_cl: -0.2797 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [12:00:53.028954] Epoch: [73] [ 280/2904] eta: 0:35:35 lr: 0.002389 loss: 0.1971 (0.2037) loss_rec_all: 0.2227 (0.2295) loss_rec_sfr: 0.3083 (0.3057) loss_cl: -0.2787 (-0.2787) time: 0.7460 data: 0.0003 max mem: 29860 [12:01:07.948258] Epoch: [73] [ 300/2904] eta: 0:35:07 lr: 0.002389 loss: 0.2013 (0.2048) loss_rec_all: 0.2272 (0.2305) loss_rec_sfr: 0.3228 (0.3089) loss_cl: -0.2778 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [12:01:22.879995] Epoch: [73] [ 320/2904] eta: 0:34:41 lr: 0.002389 loss: 0.1946 (0.2051) loss_rec_all: 0.2207 (0.2308) loss_rec_sfr: 0.2857 (0.3100) loss_cl: -0.2788 (-0.2787) time: 0.7465 data: 0.0003 max mem: 29860 [12:01:37.804118] Epoch: [73] [ 340/2904] eta: 0:34:16 lr: 0.002389 loss: 0.1936 (0.2048) loss_rec_all: 0.2194 (0.2305) loss_rec_sfr: 0.2881 (0.3095) loss_cl: -0.2785 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [12:01:52.731014] Epoch: [73] [ 360/2904] eta: 0:33:52 lr: 0.002389 loss: 0.1981 (0.2047) loss_rec_all: 0.2241 (0.2304) loss_rec_sfr: 0.2518 (0.3085) loss_cl: -0.2785 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [12:02:07.650850] Epoch: [73] [ 380/2904] eta: 0:33:29 lr: 0.002389 loss: 0.1938 (0.2042) loss_rec_all: 0.2198 (0.2299) loss_rec_sfr: 0.2945 (0.3075) loss_cl: -0.2794 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [12:02:22.573590] Epoch: [73] [ 400/2904] eta: 0:33:07 lr: 0.002389 loss: 0.1941 (0.2042) loss_rec_all: 0.2203 (0.2299) loss_rec_sfr: 0.2757 (0.3073) loss_cl: -0.2790 (-0.2787) time: 0.7461 data: 0.0003 max mem: 29860 [12:02:37.495649] Epoch: [73] [ 420/2904] eta: 0:32:45 lr: 0.002389 loss: 0.1960 (0.2040) loss_rec_all: 0.2217 (0.2297) loss_rec_sfr: 0.2822 (0.3065) loss_cl: -0.2788 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [12:02:52.415557] Epoch: [73] [ 440/2904] eta: 0:32:25 lr: 0.002389 loss: 0.1938 (0.2039) loss_rec_all: 0.2198 (0.2296) loss_rec_sfr: 0.2702 (0.3060) loss_cl: -0.2789 (-0.2787) time: 0.7459 data: 0.0003 max mem: 29860 [12:03:07.330856] Epoch: [73] [ 460/2904] eta: 0:32:04 lr: 0.002389 loss: 0.1969 (0.2039) loss_rec_all: 0.2228 (0.2296) loss_rec_sfr: 0.2891 (0.3061) loss_cl: -0.2785 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [12:03:22.246371] Epoch: [73] [ 480/2904] eta: 0:31:44 lr: 0.002389 loss: 0.1963 (0.2036) loss_rec_all: 0.2225 (0.2293) loss_rec_sfr: 0.2803 (0.3050) loss_cl: -0.2796 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [12:03:37.161117] Epoch: [73] [ 500/2904] eta: 0:31:25 lr: 0.002389 loss: 0.1959 (0.2034) loss_rec_all: 0.2224 (0.2291) loss_rec_sfr: 0.2817 (0.3045) loss_cl: -0.2800 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [12:03:52.081964] Epoch: [73] [ 520/2904] eta: 0:31:05 lr: 0.002389 loss: 0.1957 (0.2034) loss_rec_all: 0.2220 (0.2292) loss_rec_sfr: 0.2732 (0.3043) loss_cl: -0.2778 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [12:04:07.003048] Epoch: [73] [ 540/2904] eta: 0:30:47 lr: 0.002389 loss: 0.1986 (0.2035) loss_rec_all: 0.2246 (0.2292) loss_rec_sfr: 0.2954 (0.3045) loss_cl: -0.2786 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [12:04:21.923118] Epoch: [73] [ 560/2904] eta: 0:30:28 lr: 0.002389 loss: 0.1977 (0.2035) loss_rec_all: 0.2234 (0.2293) loss_rec_sfr: 0.2743 (0.3043) loss_cl: -0.2791 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [12:04:36.841623] Epoch: [73] [ 580/2904] eta: 0:30:10 lr: 0.002389 loss: 0.1922 (0.2034) loss_rec_all: 0.2181 (0.2292) loss_rec_sfr: 0.3040 (0.3045) loss_cl: -0.2794 (-0.2787) time: 0.7459 data: 0.0003 max mem: 29860 [12:04:51.757750] Epoch: [73] [ 600/2904] eta: 0:29:52 lr: 0.002389 loss: 0.1948 (0.2034) loss_rec_all: 0.2206 (0.2291) loss_rec_sfr: 0.2802 (0.3044) loss_cl: -0.2791 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [12:05:06.674309] Epoch: [73] [ 620/2904] eta: 0:29:34 lr: 0.002389 loss: 0.2127 (0.2041) loss_rec_all: 0.2385 (0.2299) loss_rec_sfr: 0.3409 (0.3065) loss_cl: -0.2788 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [12:05:21.602766] Epoch: [73] [ 640/2904] eta: 0:29:16 lr: 0.002389 loss: 0.1965 (0.2039) loss_rec_all: 0.2222 (0.2297) loss_rec_sfr: 0.2748 (0.3059) loss_cl: -0.2787 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [12:05:36.532906] Epoch: [73] [ 660/2904] eta: 0:28:58 lr: 0.002389 loss: 0.2008 (0.2044) loss_rec_all: 0.2267 (0.2302) loss_rec_sfr: 0.3018 (0.3074) loss_cl: -0.2786 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [12:05:51.463616] Epoch: [73] [ 680/2904] eta: 0:28:41 lr: 0.002389 loss: 0.1971 (0.2046) loss_rec_all: 0.2226 (0.2303) loss_rec_sfr: 0.3041 (0.3080) loss_cl: -0.2791 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [12:06:06.386342] Epoch: [73] [ 700/2904] eta: 0:28:24 lr: 0.002389 loss: 0.1965 (0.2047) loss_rec_all: 0.2222 (0.2304) loss_rec_sfr: 0.3001 (0.3085) loss_cl: -0.2788 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [12:06:21.304080] Epoch: [73] [ 720/2904] eta: 0:28:07 lr: 0.002389 loss: 0.1973 (0.2048) loss_rec_all: 0.2234 (0.2305) loss_rec_sfr: 0.3102 (0.3091) loss_cl: -0.2782 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [12:06:36.225075] Epoch: [73] [ 740/2904] eta: 0:27:50 lr: 0.002389 loss: 0.1983 (0.2049) loss_rec_all: 0.2242 (0.2307) loss_rec_sfr: 0.3044 (0.3096) loss_cl: -0.2796 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [12:06:51.148471] Epoch: [73] [ 760/2904] eta: 0:27:33 lr: 0.002389 loss: 0.1925 (0.2048) loss_rec_all: 0.2185 (0.2305) loss_rec_sfr: 0.2978 (0.3094) loss_cl: -0.2781 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [12:07:06.074722] Epoch: [73] [ 780/2904] eta: 0:27:16 lr: 0.002389 loss: 0.1938 (0.2047) loss_rec_all: 0.2194 (0.2304) loss_rec_sfr: 0.2759 (0.3090) loss_cl: -0.2784 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [12:07:21.000165] Epoch: [73] [ 800/2904] eta: 0:26:59 lr: 0.002389 loss: 0.1985 (0.2047) loss_rec_all: 0.2245 (0.2304) loss_rec_sfr: 0.2764 (0.3085) loss_cl: -0.2786 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [12:07:35.927925] Epoch: [73] [ 820/2904] eta: 0:26:43 lr: 0.002389 loss: 0.1969 (0.2046) loss_rec_all: 0.2230 (0.2304) loss_rec_sfr: 0.2856 (0.3084) loss_cl: -0.2788 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [12:07:50.856974] Epoch: [73] [ 840/2904] eta: 0:26:26 lr: 0.002389 loss: 0.1971 (0.2047) loss_rec_all: 0.2229 (0.2304) loss_rec_sfr: 0.2809 (0.3085) loss_cl: -0.2794 (-0.2787) time: 0.7464 data: 0.0003 max mem: 29860 [12:08:05.782604] Epoch: [73] [ 860/2904] eta: 0:26:10 lr: 0.002389 loss: 0.1963 (0.2049) loss_rec_all: 0.2220 (0.2306) loss_rec_sfr: 0.2935 (0.3090) loss_cl: -0.2783 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [12:08:20.709652] Epoch: [73] [ 880/2904] eta: 0:25:53 lr: 0.002389 loss: 0.1956 (0.2048) loss_rec_all: 0.2213 (0.2305) loss_rec_sfr: 0.2806 (0.3085) loss_cl: -0.2794 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [12:08:35.623831] Epoch: [73] [ 900/2904] eta: 0:25:37 lr: 0.002389 loss: 0.1977 (0.2048) loss_rec_all: 0.2234 (0.2305) loss_rec_sfr: 0.3094 (0.3088) loss_cl: -0.2782 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [12:08:50.534644] Epoch: [73] [ 920/2904] eta: 0:25:21 lr: 0.002389 loss: 0.1954 (0.2049) loss_rec_all: 0.2218 (0.2306) loss_rec_sfr: 0.2946 (0.3089) loss_cl: -0.2791 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [12:09:05.448420] Epoch: [73] [ 940/2904] eta: 0:25:05 lr: 0.002389 loss: 0.1980 (0.2049) loss_rec_all: 0.2238 (0.2306) loss_rec_sfr: 0.3086 (0.3092) loss_cl: -0.2800 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [12:09:20.364161] Epoch: [73] [ 960/2904] eta: 0:24:48 lr: 0.002389 loss: 0.2003 (0.2051) loss_rec_all: 0.2257 (0.2308) loss_rec_sfr: 0.3055 (0.3097) loss_cl: -0.2781 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [12:09:35.279481] Epoch: [73] [ 980/2904] eta: 0:24:32 lr: 0.002389 loss: 0.1986 (0.2052) loss_rec_all: 0.2240 (0.2309) loss_rec_sfr: 0.3069 (0.3102) loss_cl: -0.2781 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [12:09:50.190753] Epoch: [73] [1000/2904] eta: 0:24:16 lr: 0.002389 loss: 0.1975 (0.2053) loss_rec_all: 0.2232 (0.2309) loss_rec_sfr: 0.2912 (0.3104) loss_cl: -0.2779 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [12:10:05.105998] Epoch: [73] [1020/2904] eta: 0:24:00 lr: 0.002389 loss: 0.1918 (0.2052) loss_rec_all: 0.2175 (0.2309) loss_rec_sfr: 0.2733 (0.3100) loss_cl: -0.2785 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [12:10:20.020682] Epoch: [73] [1040/2904] eta: 0:23:44 lr: 0.002389 loss: 0.1996 (0.2052) loss_rec_all: 0.2255 (0.2309) loss_rec_sfr: 0.2756 (0.3099) loss_cl: -0.2786 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [12:10:34.938311] Epoch: [73] [1060/2904] eta: 0:23:28 lr: 0.002389 loss: 0.1970 (0.2052) loss_rec_all: 0.2229 (0.2309) loss_rec_sfr: 0.2991 (0.3102) loss_cl: -0.2795 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [12:10:49.854425] Epoch: [73] [1080/2904] eta: 0:23:12 lr: 0.002389 loss: 0.1957 (0.2053) loss_rec_all: 0.2214 (0.2310) loss_rec_sfr: 0.2962 (0.3106) loss_cl: -0.2787 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [12:11:04.767492] Epoch: [73] [1100/2904] eta: 0:22:57 lr: 0.002389 loss: 0.1942 (0.2052) loss_rec_all: 0.2202 (0.2309) loss_rec_sfr: 0.2796 (0.3103) loss_cl: -0.2789 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [12:11:19.688422] Epoch: [73] [1120/2904] eta: 0:22:41 lr: 0.002389 loss: 0.1987 (0.2052) loss_rec_all: 0.2244 (0.2309) loss_rec_sfr: 0.2807 (0.3101) loss_cl: -0.2793 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [12:11:34.608980] Epoch: [73] [1140/2904] eta: 0:22:25 lr: 0.002389 loss: 0.1961 (0.2052) loss_rec_all: 0.2220 (0.2309) loss_rec_sfr: 0.2826 (0.3101) loss_cl: -0.2789 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [12:11:49.527470] Epoch: [73] [1160/2904] eta: 0:22:09 lr: 0.002389 loss: 0.1983 (0.2053) loss_rec_all: 0.2240 (0.2310) loss_rec_sfr: 0.2955 (0.3103) loss_cl: -0.2787 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [12:12:04.444048] Epoch: [73] [1180/2904] eta: 0:21:53 lr: 0.002389 loss: 0.1990 (0.2053) loss_rec_all: 0.2246 (0.2310) loss_rec_sfr: 0.2822 (0.3102) loss_cl: -0.2789 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [12:12:19.352881] Epoch: [73] [1200/2904] eta: 0:21:38 lr: 0.002389 loss: 0.1958 (0.2054) loss_rec_all: 0.2217 (0.2311) loss_rec_sfr: 0.3079 (0.3105) loss_cl: -0.2790 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [12:12:34.267380] Epoch: [73] [1220/2904] eta: 0:21:22 lr: 0.002389 loss: 0.1926 (0.2053) loss_rec_all: 0.2186 (0.2310) loss_rec_sfr: 0.2568 (0.3102) loss_cl: -0.2793 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [12:12:49.188353] Epoch: [73] [1240/2904] eta: 0:21:06 lr: 0.002389 loss: 0.1954 (0.2053) loss_rec_all: 0.2213 (0.2310) loss_rec_sfr: 0.2650 (0.3101) loss_cl: -0.2782 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [12:13:04.101272] Epoch: [73] [1260/2904] eta: 0:20:51 lr: 0.002389 loss: 0.1938 (0.2054) loss_rec_all: 0.2198 (0.2311) loss_rec_sfr: 0.3053 (0.3104) loss_cl: -0.2792 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [12:13:19.019521] Epoch: [73] [1280/2904] eta: 0:20:35 lr: 0.002389 loss: 0.2000 (0.2055) loss_rec_all: 0.2257 (0.2312) loss_rec_sfr: 0.2967 (0.3106) loss_cl: -0.2791 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [12:13:33.947350] Epoch: [73] [1300/2904] eta: 0:20:20 lr: 0.002389 loss: 0.1972 (0.2056) loss_rec_all: 0.2232 (0.2313) loss_rec_sfr: 0.3009 (0.3111) loss_cl: -0.2783 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [12:13:48.875950] Epoch: [73] [1320/2904] eta: 0:20:04 lr: 0.002389 loss: 0.1973 (0.2057) loss_rec_all: 0.2233 (0.2314) loss_rec_sfr: 0.2944 (0.3112) loss_cl: -0.2785 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [12:14:03.800619] Epoch: [73] [1340/2904] eta: 0:19:48 lr: 0.002389 loss: 0.1978 (0.2057) loss_rec_all: 0.2234 (0.2314) loss_rec_sfr: 0.2764 (0.3109) loss_cl: -0.2788 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [12:14:18.717837] Epoch: [73] [1360/2904] eta: 0:19:33 lr: 0.002389 loss: 0.1978 (0.2056) loss_rec_all: 0.2237 (0.2313) loss_rec_sfr: 0.2810 (0.3108) loss_cl: -0.2791 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [12:14:33.631933] Epoch: [73] [1380/2904] eta: 0:19:17 lr: 0.002389 loss: 0.1989 (0.2057) loss_rec_all: 0.2243 (0.2314) loss_rec_sfr: 0.2854 (0.3110) loss_cl: -0.2798 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [12:14:48.553909] Epoch: [73] [1400/2904] eta: 0:19:02 lr: 0.002389 loss: 0.1965 (0.2057) loss_rec_all: 0.2225 (0.2314) loss_rec_sfr: 0.3021 (0.3110) loss_cl: -0.2792 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [12:15:03.491416] Epoch: [73] [1420/2904] eta: 0:18:46 lr: 0.002389 loss: 0.2028 (0.2057) loss_rec_all: 0.2282 (0.2314) loss_rec_sfr: 0.2809 (0.3109) loss_cl: -0.2779 (-0.2787) time: 0.7468 data: 0.0002 max mem: 29860 [12:15:18.429239] Epoch: [73] [1440/2904] eta: 0:18:31 lr: 0.002389 loss: 0.1980 (0.2056) loss_rec_all: 0.2240 (0.2313) loss_rec_sfr: 0.3015 (0.3108) loss_cl: -0.2775 (-0.2787) time: 0.7468 data: 0.0002 max mem: 29860 [12:15:33.355045] Epoch: [73] [1460/2904] eta: 0:18:16 lr: 0.002389 loss: 0.1945 (0.2056) loss_rec_all: 0.2202 (0.2313) loss_rec_sfr: 0.2752 (0.3109) loss_cl: -0.2782 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [12:15:48.271267] Epoch: [73] [1480/2904] eta: 0:18:00 lr: 0.002389 loss: 0.1952 (0.2056) loss_rec_all: 0.2209 (0.2313) loss_rec_sfr: 0.3041 (0.3109) loss_cl: -0.2797 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [12:16:03.196545] Epoch: [73] [1500/2904] eta: 0:17:45 lr: 0.002389 loss: 0.1940 (0.2056) loss_rec_all: 0.2197 (0.2313) loss_rec_sfr: 0.2934 (0.3109) loss_cl: -0.2793 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [12:16:18.123026] Epoch: [73] [1520/2904] eta: 0:17:29 lr: 0.002388 loss: 0.1969 (0.2056) loss_rec_all: 0.2227 (0.2312) loss_rec_sfr: 0.2744 (0.3107) loss_cl: -0.2787 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [12:16:33.054435] Epoch: [73] [1540/2904] eta: 0:17:14 lr: 0.002388 loss: 0.1941 (0.2056) loss_rec_all: 0.2201 (0.2313) loss_rec_sfr: 0.2795 (0.3108) loss_cl: -0.2790 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [12:16:47.973573] Epoch: [73] [1560/2904] eta: 0:16:59 lr: 0.002388 loss: 0.1943 (0.2055) loss_rec_all: 0.2202 (0.2312) loss_rec_sfr: 0.2930 (0.3107) loss_cl: -0.2800 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [12:17:02.892671] Epoch: [73] [1580/2904] eta: 0:16:43 lr: 0.002388 loss: 0.1941 (0.2055) loss_rec_all: 0.2197 (0.2312) loss_rec_sfr: 0.2775 (0.3105) loss_cl: -0.2792 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [12:17:17.810895] Epoch: [73] [1600/2904] eta: 0:16:28 lr: 0.002388 loss: 0.1946 (0.2054) loss_rec_all: 0.2205 (0.2311) loss_rec_sfr: 0.2968 (0.3104) loss_cl: -0.2784 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [12:17:32.725610] Epoch: [73] [1620/2904] eta: 0:16:12 lr: 0.002388 loss: 0.1930 (0.2053) loss_rec_all: 0.2192 (0.2310) loss_rec_sfr: 0.2770 (0.3100) loss_cl: -0.2787 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [12:17:47.641694] Epoch: [73] [1640/2904] eta: 0:15:57 lr: 0.002388 loss: 0.1970 (0.2053) loss_rec_all: 0.2227 (0.2310) loss_rec_sfr: 0.3071 (0.3100) loss_cl: -0.2787 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [12:18:02.562954] Epoch: [73] [1660/2904] eta: 0:15:42 lr: 0.002388 loss: 0.1985 (0.2054) loss_rec_all: 0.2242 (0.2311) loss_rec_sfr: 0.3024 (0.3102) loss_cl: -0.2797 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [12:18:17.494200] Epoch: [73] [1680/2904] eta: 0:15:27 lr: 0.002388 loss: 0.1961 (0.2054) loss_rec_all: 0.2221 (0.2311) loss_rec_sfr: 0.2759 (0.3103) loss_cl: -0.2806 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [12:18:32.414042] Epoch: [73] [1700/2904] eta: 0:15:11 lr: 0.002388 loss: 0.1931 (0.2053) loss_rec_all: 0.2191 (0.2310) loss_rec_sfr: 0.2788 (0.3101) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [12:18:47.338049] Epoch: [73] [1720/2904] eta: 0:14:56 lr: 0.002388 loss: 0.1943 (0.2054) loss_rec_all: 0.2199 (0.2311) loss_rec_sfr: 0.2935 (0.3103) loss_cl: -0.2780 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [12:19:02.260111] Epoch: [73] [1740/2904] eta: 0:14:41 lr: 0.002388 loss: 0.1940 (0.2054) loss_rec_all: 0.2202 (0.2311) loss_rec_sfr: 0.2750 (0.3104) loss_cl: -0.2785 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [12:19:17.183338] Epoch: [73] [1760/2904] eta: 0:14:25 lr: 0.002388 loss: 0.1951 (0.2054) loss_rec_all: 0.2205 (0.2311) loss_rec_sfr: 0.2832 (0.3103) loss_cl: -0.2783 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [12:19:32.103926] Epoch: [73] [1780/2904] eta: 0:14:10 lr: 0.002388 loss: 0.1969 (0.2055) loss_rec_all: 0.2228 (0.2312) loss_rec_sfr: 0.2940 (0.3104) loss_cl: -0.2787 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [12:19:47.027029] Epoch: [73] [1800/2904] eta: 0:13:55 lr: 0.002388 loss: 0.2039 (0.2056) loss_rec_all: 0.2297 (0.2313) loss_rec_sfr: 0.3016 (0.3108) loss_cl: -0.2781 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [12:20:01.946312] Epoch: [73] [1820/2904] eta: 0:13:40 lr: 0.002388 loss: 0.1935 (0.2055) loss_rec_all: 0.2198 (0.2312) loss_rec_sfr: 0.3032 (0.3107) loss_cl: -0.2785 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [12:20:16.868440] Epoch: [73] [1840/2904] eta: 0:13:24 lr: 0.002388 loss: 0.1965 (0.2056) loss_rec_all: 0.2222 (0.2313) loss_rec_sfr: 0.3047 (0.3109) loss_cl: -0.2782 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [12:20:31.796196] Epoch: [73] [1860/2904] eta: 0:13:09 lr: 0.002388 loss: 0.2009 (0.2056) loss_rec_all: 0.2268 (0.2313) loss_rec_sfr: 0.2814 (0.3108) loss_cl: -0.2787 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [12:20:46.717546] Epoch: [73] [1880/2904] eta: 0:12:54 lr: 0.002388 loss: 0.1947 (0.2057) loss_rec_all: 0.2207 (0.2314) loss_rec_sfr: 0.2919 (0.3111) loss_cl: -0.2795 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [12:21:01.634017] Epoch: [73] [1900/2904] eta: 0:12:39 lr: 0.002388 loss: 0.1988 (0.2057) loss_rec_all: 0.2246 (0.2314) loss_rec_sfr: 0.3131 (0.3112) loss_cl: -0.2792 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [12:21:16.554482] Epoch: [73] [1920/2904] eta: 0:12:23 lr: 0.002388 loss: 0.1975 (0.2057) loss_rec_all: 0.2231 (0.2314) loss_rec_sfr: 0.2917 (0.3114) loss_cl: -0.2782 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [12:21:31.476408] Epoch: [73] [1940/2904] eta: 0:12:08 lr: 0.002388 loss: 0.1942 (0.2057) loss_rec_all: 0.2198 (0.2314) loss_rec_sfr: 0.2998 (0.3113) loss_cl: -0.2784 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [12:21:46.403119] Epoch: [73] [1960/2904] eta: 0:11:53 lr: 0.002388 loss: 0.1980 (0.2057) loss_rec_all: 0.2236 (0.2314) loss_rec_sfr: 0.3053 (0.3116) loss_cl: -0.2785 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [12:22:01.323456] Epoch: [73] [1980/2904] eta: 0:11:38 lr: 0.002388 loss: 0.1964 (0.2057) loss_rec_all: 0.2219 (0.2314) loss_rec_sfr: 0.3012 (0.3116) loss_cl: -0.2784 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [12:22:16.245601] Epoch: [73] [2000/2904] eta: 0:11:23 lr: 0.002388 loss: 0.1965 (0.2058) loss_rec_all: 0.2222 (0.2315) loss_rec_sfr: 0.2942 (0.3117) loss_cl: -0.2783 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [12:22:31.165840] Epoch: [73] [2020/2904] eta: 0:11:07 lr: 0.002388 loss: 0.1933 (0.2058) loss_rec_all: 0.2196 (0.2315) loss_rec_sfr: 0.2860 (0.3116) loss_cl: -0.2789 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [12:22:46.086705] Epoch: [73] [2040/2904] eta: 0:10:52 lr: 0.002388 loss: 0.1966 (0.2058) loss_rec_all: 0.2227 (0.2315) loss_rec_sfr: 0.2820 (0.3115) loss_cl: -0.2794 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [12:23:01.010007] Epoch: [73] [2060/2904] eta: 0:10:37 lr: 0.002388 loss: 0.1953 (0.2058) loss_rec_all: 0.2212 (0.2315) loss_rec_sfr: 0.2910 (0.3114) loss_cl: -0.2795 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [12:23:15.933000] Epoch: [73] [2080/2904] eta: 0:10:22 lr: 0.002388 loss: 0.1946 (0.2057) loss_rec_all: 0.2207 (0.2314) loss_rec_sfr: 0.2777 (0.3112) loss_cl: -0.2801 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [12:23:30.850077] Epoch: [73] [2100/2904] eta: 0:10:07 lr: 0.002388 loss: 0.1944 (0.2057) loss_rec_all: 0.2202 (0.2314) loss_rec_sfr: 0.3108 (0.3112) loss_cl: -0.2793 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [12:23:45.767970] Epoch: [73] [2120/2904] eta: 0:09:51 lr: 0.002388 loss: 0.1927 (0.2057) loss_rec_all: 0.2188 (0.2314) loss_rec_sfr: 0.3024 (0.3113) loss_cl: -0.2782 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [12:24:00.691577] Epoch: [73] [2140/2904] eta: 0:09:36 lr: 0.002388 loss: 0.1936 (0.2057) loss_rec_all: 0.2195 (0.2314) loss_rec_sfr: 0.2911 (0.3114) loss_cl: -0.2776 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [12:24:15.613007] Epoch: [73] [2160/2904] eta: 0:09:21 lr: 0.002388 loss: 0.1968 (0.2057) loss_rec_all: 0.2229 (0.2314) loss_rec_sfr: 0.2955 (0.3115) loss_cl: -0.2789 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [12:24:30.533537] Epoch: [73] [2180/2904] eta: 0:09:06 lr: 0.002388 loss: 0.1963 (0.2057) loss_rec_all: 0.2221 (0.2314) loss_rec_sfr: 0.2904 (0.3114) loss_cl: -0.2792 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [12:24:45.449014] Epoch: [73] [2200/2904] eta: 0:08:51 lr: 0.002388 loss: 0.1938 (0.2057) loss_rec_all: 0.2199 (0.2314) loss_rec_sfr: 0.2649 (0.3112) loss_cl: -0.2793 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [12:25:00.356850] Epoch: [73] [2220/2904] eta: 0:08:36 lr: 0.002388 loss: 0.1938 (0.2057) loss_rec_all: 0.2200 (0.2314) loss_rec_sfr: 0.2940 (0.3113) loss_cl: -0.2782 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [12:25:15.278887] Epoch: [73] [2240/2904] eta: 0:08:21 lr: 0.002388 loss: 0.1946 (0.2057) loss_rec_all: 0.2203 (0.2314) loss_rec_sfr: 0.2609 (0.3111) loss_cl: -0.2783 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [12:25:30.201585] Epoch: [73] [2260/2904] eta: 0:08:05 lr: 0.002388 loss: 0.1988 (0.2057) loss_rec_all: 0.2244 (0.2314) loss_rec_sfr: 0.2929 (0.3112) loss_cl: -0.2791 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [12:25:45.121660] Epoch: [73] [2280/2904] eta: 0:07:50 lr: 0.002388 loss: 0.1961 (0.2057) loss_rec_all: 0.2219 (0.2314) loss_rec_sfr: 0.3136 (0.3112) loss_cl: -0.2789 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [12:26:00.039246] Epoch: [73] [2300/2904] eta: 0:07:35 lr: 0.002388 loss: 0.1950 (0.2057) loss_rec_all: 0.2212 (0.2314) loss_rec_sfr: 0.2633 (0.3110) loss_cl: -0.2787 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [12:26:14.957743] Epoch: [73] [2320/2904] eta: 0:07:20 lr: 0.002388 loss: 0.1945 (0.2057) loss_rec_all: 0.2202 (0.2314) loss_rec_sfr: 0.3004 (0.3111) loss_cl: -0.2789 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [12:26:29.879181] Epoch: [73] [2340/2904] eta: 0:07:05 lr: 0.002388 loss: 0.1929 (0.2057) loss_rec_all: 0.2188 (0.2314) loss_rec_sfr: 0.2590 (0.3111) loss_cl: -0.2794 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [12:26:44.806307] Epoch: [73] [2360/2904] eta: 0:06:50 lr: 0.002388 loss: 0.1942 (0.2056) loss_rec_all: 0.2201 (0.2313) loss_rec_sfr: 0.2857 (0.3109) loss_cl: -0.2792 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [12:26:59.731046] Epoch: [73] [2380/2904] eta: 0:06:35 lr: 0.002388 loss: 0.1935 (0.2056) loss_rec_all: 0.2192 (0.2313) loss_rec_sfr: 0.2903 (0.3109) loss_cl: -0.2773 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [12:27:14.653005] Epoch: [73] [2400/2904] eta: 0:06:19 lr: 0.002388 loss: 0.1968 (0.2056) loss_rec_all: 0.2225 (0.2313) loss_rec_sfr: 0.3031 (0.3110) loss_cl: -0.2784 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [12:27:29.568790] Epoch: [73] [2420/2904] eta: 0:06:04 lr: 0.002388 loss: 0.1979 (0.2056) loss_rec_all: 0.2238 (0.2313) loss_rec_sfr: 0.2826 (0.3108) loss_cl: -0.2800 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [12:27:44.481784] Epoch: [73] [2440/2904] eta: 0:05:49 lr: 0.002388 loss: 0.1968 (0.2056) loss_rec_all: 0.2228 (0.2313) loss_rec_sfr: 0.2950 (0.3109) loss_cl: -0.2804 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [12:27:59.392325] Epoch: [73] [2460/2904] eta: 0:05:34 lr: 0.002388 loss: 0.1899 (0.2055) loss_rec_all: 0.2161 (0.2312) loss_rec_sfr: 0.2503 (0.3106) loss_cl: -0.2790 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [12:28:14.306554] Epoch: [73] [2480/2904] eta: 0:05:19 lr: 0.002388 loss: 0.1947 (0.2055) loss_rec_all: 0.2207 (0.2312) loss_rec_sfr: 0.2681 (0.3102) loss_cl: -0.2778 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [12:28:29.228341] Epoch: [73] [2500/2904] eta: 0:05:04 lr: 0.002388 loss: 0.1965 (0.2056) loss_rec_all: 0.2224 (0.2313) loss_rec_sfr: 0.3051 (0.3105) loss_cl: -0.2780 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [12:28:44.144250] Epoch: [73] [2520/2904] eta: 0:04:49 lr: 0.002388 loss: 0.1988 (0.2056) loss_rec_all: 0.2245 (0.2313) loss_rec_sfr: 0.2856 (0.3106) loss_cl: -0.2785 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [12:28:59.055734] Epoch: [73] [2540/2904] eta: 0:04:34 lr: 0.002388 loss: 0.1971 (0.2056) loss_rec_all: 0.2230 (0.2313) loss_rec_sfr: 0.2913 (0.3106) loss_cl: -0.2793 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [12:29:13.966629] Epoch: [73] [2560/2904] eta: 0:04:19 lr: 0.002388 loss: 0.1947 (0.2057) loss_rec_all: 0.2210 (0.2313) loss_rec_sfr: 0.2996 (0.3107) loss_cl: -0.2792 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [12:29:28.882984] Epoch: [73] [2580/2904] eta: 0:04:04 lr: 0.002388 loss: 0.1978 (0.2056) loss_rec_all: 0.2236 (0.2313) loss_rec_sfr: 0.2764 (0.3107) loss_cl: -0.2782 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [12:29:43.800909] Epoch: [73] [2600/2904] eta: 0:03:49 lr: 0.002388 loss: 0.1965 (0.2056) loss_rec_all: 0.2225 (0.2313) loss_rec_sfr: 0.2832 (0.3106) loss_cl: -0.2783 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [12:29:58.712019] Epoch: [73] [2620/2904] eta: 0:03:33 lr: 0.002388 loss: 0.1951 (0.2056) loss_rec_all: 0.2215 (0.2313) loss_rec_sfr: 0.2670 (0.3106) loss_cl: -0.2790 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [12:30:13.625423] Epoch: [73] [2640/2904] eta: 0:03:18 lr: 0.002388 loss: 0.1989 (0.2057) loss_rec_all: 0.2243 (0.2314) loss_rec_sfr: 0.2970 (0.3108) loss_cl: -0.2788 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [12:30:28.533475] Epoch: [73] [2660/2904] eta: 0:03:03 lr: 0.002388 loss: 0.1955 (0.2057) loss_rec_all: 0.2217 (0.2313) loss_rec_sfr: 0.2747 (0.3106) loss_cl: -0.2787 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [12:30:43.444403] Epoch: [73] [2680/2904] eta: 0:02:48 lr: 0.002388 loss: 0.1927 (0.2056) loss_rec_all: 0.2185 (0.2313) loss_rec_sfr: 0.3025 (0.3106) loss_cl: -0.2789 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [12:30:58.362356] Epoch: [73] [2700/2904] eta: 0:02:33 lr: 0.002388 loss: 0.2081 (0.2057) loss_rec_all: 0.2342 (0.2314) loss_rec_sfr: 0.3024 (0.3110) loss_cl: -0.2789 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [12:31:13.280248] Epoch: [73] [2720/2904] eta: 0:02:18 lr: 0.002388 loss: 0.1940 (0.2057) loss_rec_all: 0.2197 (0.2314) loss_rec_sfr: 0.3006 (0.3110) loss_cl: -0.2784 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [12:31:28.198633] Epoch: [73] [2740/2904] eta: 0:02:03 lr: 0.002388 loss: 0.1917 (0.2057) loss_rec_all: 0.2177 (0.2314) loss_rec_sfr: 0.2856 (0.3109) loss_cl: -0.2785 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [12:31:43.109619] Epoch: [73] [2760/2904] eta: 0:01:48 lr: 0.002388 loss: 0.2046 (0.2058) loss_rec_all: 0.2305 (0.2315) loss_rec_sfr: 0.3065 (0.3113) loss_cl: -0.2787 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [12:31:58.021054] Epoch: [73] [2780/2904] eta: 0:01:33 lr: 0.002388 loss: 0.1924 (0.2058) loss_rec_all: 0.2183 (0.2315) loss_rec_sfr: 0.2899 (0.3113) loss_cl: -0.2795 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [12:32:12.936341] Epoch: [73] [2800/2904] eta: 0:01:18 lr: 0.002388 loss: 0.1930 (0.2058) loss_rec_all: 0.2187 (0.2315) loss_rec_sfr: 0.2748 (0.3111) loss_cl: -0.2790 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [12:32:27.850975] Epoch: [73] [2820/2904] eta: 0:01:03 lr: 0.002388 loss: 0.1939 (0.2057) loss_rec_all: 0.2199 (0.2314) loss_rec_sfr: 0.3078 (0.3111) loss_cl: -0.2786 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [12:32:42.803957] Epoch: [73] [2840/2904] eta: 0:00:48 lr: 0.002388 loss: 0.1966 (0.2058) loss_rec_all: 0.2224 (0.2314) loss_rec_sfr: 0.3046 (0.3112) loss_cl: -0.2779 (-0.2787) time: 0.7476 data: 0.0023 max mem: 29860 [12:32:57.698345] Epoch: [73] [2860/2904] eta: 0:00:33 lr: 0.002388 loss: 0.1957 (0.2058) loss_rec_all: 0.2219 (0.2315) loss_rec_sfr: 0.3089 (0.3113) loss_cl: -0.2791 (-0.2787) time: 0.7447 data: 0.0001 max mem: 29860 [12:33:12.597081] Epoch: [73] [2880/2904] eta: 0:00:18 lr: 0.002388 loss: 0.1989 (0.2058) loss_rec_all: 0.2245 (0.2315) loss_rec_sfr: 0.2910 (0.3114) loss_cl: -0.2790 (-0.2787) time: 0.7449 data: 0.0001 max mem: 29860 [12:33:27.499425] Epoch: [73] [2900/2904] eta: 0:00:03 lr: 0.002388 loss: 0.2030 (0.2059) loss_rec_all: 0.2282 (0.2316) loss_rec_sfr: 0.2975 (0.3116) loss_cl: -0.2784 (-0.2787) time: 0.7451 data: 0.0001 max mem: 29860 [12:33:29.742518] Epoch: [73] [2903/2904] eta: 0:00:00 lr: 0.002388 loss: 0.1960 (0.2059) loss_rec_all: 0.2218 (0.2316) loss_rec_sfr: 0.2874 (0.3116) loss_cl: -0.2779 (-0.2787) time: 0.7451 data: 0.0001 max mem: 29860 [12:33:31.816224] Epoch: [73] Total time: 0:36:27 (0.7533 s / it) [12:33:31.824985] Averaged stats: lr: 0.002388 loss: 0.1960 (0.2084) loss_rec_all: 0.2218 (0.2317) loss_rec_sfr: 0.2874 (0.3117) loss_cl: -0.2779 (-0.2554) [12:33:31.829684] log_dir: ./checkpoint/VF2_ViT-B [12:33:48.467897] Epoch: [74] [ 0/2904] eta: 13:25:13 lr: 0.002388 loss: 0.1907 (0.1907) loss_rec_all: 0.2169 (0.2169) loss_rec_sfr: 0.2250 (0.2250) loss_cl: -0.2779 (-0.2779) time: 16.6369 data: 14.3094 max mem: 29860 [12:34:05.406033] Epoch: [74] [ 20/2904] eta: 1:16:50 lr: 0.002388 loss: 0.1958 (0.2054) loss_rec_all: 0.2218 (0.2312) loss_rec_sfr: 0.2759 (0.2955) loss_cl: -0.2782 (-0.2782) time: 0.8469 data: 0.0003 max mem: 29860 [12:34:20.283512] Epoch: [74] [ 40/2904] eta: 0:56:24 lr: 0.002388 loss: 0.1965 (0.2018) loss_rec_all: 0.2227 (0.2276) loss_rec_sfr: 0.2668 (0.2869) loss_cl: -0.2787 (-0.2784) time: 0.7438 data: 0.0002 max mem: 29860 [12:34:35.170997] Epoch: [74] [ 60/2904] eta: 0:49:12 lr: 0.002388 loss: 0.2003 (0.2041) loss_rec_all: 0.2262 (0.2299) loss_rec_sfr: 0.2912 (0.2954) loss_cl: -0.2793 (-0.2787) time: 0.7443 data: 0.0002 max mem: 29860 [12:34:50.071212] Epoch: [74] [ 80/2904] eta: 0:45:27 lr: 0.002388 loss: 0.1962 (0.2034) loss_rec_all: 0.2223 (0.2292) loss_rec_sfr: 0.2810 (0.2957) loss_cl: -0.2797 (-0.2789) time: 0.7450 data: 0.0002 max mem: 29860 [12:35:04.984150] Epoch: [74] [ 100/2904] eta: 0:43:06 lr: 0.002388 loss: 0.1983 (0.2047) loss_rec_all: 0.2241 (0.2304) loss_rec_sfr: 0.3037 (0.3017) loss_cl: -0.2790 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [12:35:19.914164] Epoch: [74] [ 120/2904] eta: 0:41:26 lr: 0.002388 loss: 0.1919 (0.2030) loss_rec_all: 0.2179 (0.2288) loss_rec_sfr: 0.2908 (0.2996) loss_cl: -0.2787 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [12:35:34.840228] Epoch: [74] [ 140/2904] eta: 0:40:11 lr: 0.002388 loss: 0.1955 (0.2032) loss_rec_all: 0.2212 (0.2290) loss_rec_sfr: 0.3039 (0.3026) loss_cl: -0.2783 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [12:35:49.792831] Epoch: [74] [ 160/2904] eta: 0:39:11 lr: 0.002388 loss: 0.1975 (0.2043) loss_rec_all: 0.2237 (0.2300) loss_rec_sfr: 0.2912 (0.3053) loss_cl: -0.2783 (-0.2788) time: 0.7476 data: 0.0002 max mem: 29860 [12:36:04.716621] Epoch: [74] [ 180/2904] eta: 0:38:20 lr: 0.002388 loss: 0.1923 (0.2036) loss_rec_all: 0.2186 (0.2293) loss_rec_sfr: 0.2791 (0.3031) loss_cl: -0.2795 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [12:36:19.772642] Epoch: [74] [ 200/2904] eta: 0:37:39 lr: 0.002388 loss: 0.1935 (0.2028) loss_rec_all: 0.2193 (0.2286) loss_rec_sfr: 0.2905 (0.3019) loss_cl: -0.2795 (-0.2789) time: 0.7528 data: 0.0002 max mem: 29860 [12:36:34.683657] Epoch: [74] [ 220/2904] eta: 0:37:00 lr: 0.002388 loss: 0.1943 (0.2034) loss_rec_all: 0.2202 (0.2291) loss_rec_sfr: 0.2766 (0.3033) loss_cl: -0.2779 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [12:36:49.598355] Epoch: [74] [ 240/2904] eta: 0:36:25 lr: 0.002388 loss: 0.1954 (0.2034) loss_rec_all: 0.2211 (0.2292) loss_rec_sfr: 0.2989 (0.3040) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [12:37:04.515495] Epoch: [74] [ 260/2904] eta: 0:35:54 lr: 0.002388 loss: 0.1933 (0.2031) loss_rec_all: 0.2192 (0.2289) loss_rec_sfr: 0.2533 (0.3025) loss_cl: -0.2795 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [12:37:19.447341] Epoch: [74] [ 280/2904] eta: 0:35:25 lr: 0.002388 loss: 0.1964 (0.2030) loss_rec_all: 0.2222 (0.2288) loss_rec_sfr: 0.2700 (0.3016) loss_cl: -0.2792 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [12:37:34.364525] Epoch: [74] [ 300/2904] eta: 0:34:58 lr: 0.002388 loss: 0.1969 (0.2037) loss_rec_all: 0.2225 (0.2294) loss_rec_sfr: 0.3282 (0.3045) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [12:37:49.300873] Epoch: [74] [ 320/2904] eta: 0:34:32 lr: 0.002388 loss: 0.1946 (0.2035) loss_rec_all: 0.2203 (0.2293) loss_rec_sfr: 0.2993 (0.3044) loss_cl: -0.2789 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [12:38:04.216374] Epoch: [74] [ 340/2904] eta: 0:34:07 lr: 0.002388 loss: 0.2008 (0.2041) loss_rec_all: 0.2267 (0.2299) loss_rec_sfr: 0.3018 (0.3063) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [12:38:19.127479] Epoch: [74] [ 360/2904] eta: 0:33:44 lr: 0.002388 loss: 0.1924 (0.2041) loss_rec_all: 0.2182 (0.2299) loss_rec_sfr: 0.2959 (0.3064) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [12:38:34.045245] Epoch: [74] [ 380/2904] eta: 0:33:21 lr: 0.002388 loss: 0.1908 (0.2035) loss_rec_all: 0.2165 (0.2293) loss_rec_sfr: 0.2565 (0.3047) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [12:38:48.963969] Epoch: [74] [ 400/2904] eta: 0:33:00 lr: 0.002388 loss: 0.1945 (0.2037) loss_rec_all: 0.2205 (0.2294) loss_rec_sfr: 0.2679 (0.3050) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [12:39:03.884208] Epoch: [74] [ 420/2904] eta: 0:32:39 lr: 0.002388 loss: 0.1953 (0.2037) loss_rec_all: 0.2214 (0.2295) loss_rec_sfr: 0.2784 (0.3049) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [12:39:18.797800] Epoch: [74] [ 440/2904] eta: 0:32:18 lr: 0.002388 loss: 0.1954 (0.2042) loss_rec_all: 0.2211 (0.2299) loss_rec_sfr: 0.3083 (0.3066) loss_cl: -0.2793 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [12:39:33.708477] Epoch: [74] [ 460/2904] eta: 0:31:58 lr: 0.002388 loss: 0.1959 (0.2044) loss_rec_all: 0.2216 (0.2301) loss_rec_sfr: 0.2936 (0.3070) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [12:39:48.623696] Epoch: [74] [ 480/2904] eta: 0:31:38 lr: 0.002388 loss: 0.1936 (0.2042) loss_rec_all: 0.2198 (0.2299) loss_rec_sfr: 0.2613 (0.3062) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [12:40:03.538971] Epoch: [74] [ 500/2904] eta: 0:31:19 lr: 0.002388 loss: 0.1993 (0.2045) loss_rec_all: 0.2252 (0.2303) loss_rec_sfr: 0.2825 (0.3072) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [12:40:18.457575] Epoch: [74] [ 520/2904] eta: 0:31:00 lr: 0.002388 loss: 0.1935 (0.2044) loss_rec_all: 0.2195 (0.2301) loss_rec_sfr: 0.2741 (0.3066) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [12:40:33.376621] Epoch: [74] [ 540/2904] eta: 0:30:41 lr: 0.002388 loss: 0.1954 (0.2045) loss_rec_all: 0.2210 (0.2302) loss_rec_sfr: 0.2805 (0.3068) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [12:40:48.296832] Epoch: [74] [ 560/2904] eta: 0:30:23 lr: 0.002388 loss: 0.2009 (0.2049) loss_rec_all: 0.2267 (0.2307) loss_rec_sfr: 0.3048 (0.3082) loss_cl: -0.2782 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [12:41:03.212791] Epoch: [74] [ 580/2904] eta: 0:30:05 lr: 0.002388 loss: 0.1918 (0.2047) loss_rec_all: 0.2182 (0.2305) loss_rec_sfr: 0.2466 (0.3073) loss_cl: -0.2786 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [12:41:18.129054] Epoch: [74] [ 600/2904] eta: 0:29:47 lr: 0.002388 loss: 0.1964 (0.2048) loss_rec_all: 0.2223 (0.2305) loss_rec_sfr: 0.2972 (0.3076) loss_cl: -0.2779 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [12:41:33.040740] Epoch: [74] [ 620/2904] eta: 0:29:29 lr: 0.002388 loss: 0.1954 (0.2048) loss_rec_all: 0.2212 (0.2305) loss_rec_sfr: 0.2851 (0.3078) loss_cl: -0.2794 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [12:41:47.954638] Epoch: [74] [ 640/2904] eta: 0:29:12 lr: 0.002388 loss: 0.1966 (0.2050) loss_rec_all: 0.2221 (0.2307) loss_rec_sfr: 0.3065 (0.3087) loss_cl: -0.2795 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [12:42:02.869667] Epoch: [74] [ 660/2904] eta: 0:28:54 lr: 0.002388 loss: 0.1942 (0.2049) loss_rec_all: 0.2199 (0.2306) loss_rec_sfr: 0.2791 (0.3085) loss_cl: -0.2793 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [12:42:17.782250] Epoch: [74] [ 680/2904] eta: 0:28:37 lr: 0.002388 loss: 0.1990 (0.2051) loss_rec_all: 0.2247 (0.2308) loss_rec_sfr: 0.3107 (0.3094) loss_cl: -0.2785 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [12:42:32.694732] Epoch: [74] [ 700/2904] eta: 0:28:20 lr: 0.002388 loss: 0.1942 (0.2051) loss_rec_all: 0.2204 (0.2308) loss_rec_sfr: 0.2982 (0.3093) loss_cl: -0.2783 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [12:42:47.611045] Epoch: [74] [ 720/2904] eta: 0:28:03 lr: 0.002388 loss: 0.1902 (0.2049) loss_rec_all: 0.2163 (0.2306) loss_rec_sfr: 0.2487 (0.3083) loss_cl: -0.2783 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [12:43:02.527917] Epoch: [74] [ 740/2904] eta: 0:27:46 lr: 0.002388 loss: 0.1922 (0.2047) loss_rec_all: 0.2182 (0.2305) loss_rec_sfr: 0.2973 (0.3080) loss_cl: -0.2798 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [12:43:17.446900] Epoch: [74] [ 760/2904] eta: 0:27:29 lr: 0.002388 loss: 0.1969 (0.2049) loss_rec_all: 0.2226 (0.2306) loss_rec_sfr: 0.2920 (0.3083) loss_cl: -0.2795 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [12:43:32.362586] Epoch: [74] [ 780/2904] eta: 0:27:13 lr: 0.002388 loss: 0.1930 (0.2050) loss_rec_all: 0.2193 (0.2307) loss_rec_sfr: 0.2735 (0.3084) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [12:43:47.276094] Epoch: [74] [ 800/2904] eta: 0:26:56 lr: 0.002388 loss: 0.1952 (0.2050) loss_rec_all: 0.2214 (0.2308) loss_rec_sfr: 0.2853 (0.3086) loss_cl: -0.2783 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [12:44:02.185255] Epoch: [74] [ 820/2904] eta: 0:26:39 lr: 0.002388 loss: 0.1958 (0.2051) loss_rec_all: 0.2219 (0.2308) loss_rec_sfr: 0.2848 (0.3087) loss_cl: -0.2782 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [12:44:17.098711] Epoch: [74] [ 840/2904] eta: 0:26:23 lr: 0.002388 loss: 0.1942 (0.2050) loss_rec_all: 0.2203 (0.2307) loss_rec_sfr: 0.3018 (0.3086) loss_cl: -0.2785 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [12:44:32.007330] Epoch: [74] [ 860/2904] eta: 0:26:07 lr: 0.002388 loss: 0.1941 (0.2047) loss_rec_all: 0.2201 (0.2304) loss_rec_sfr: 0.2978 (0.3082) loss_cl: -0.2793 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [12:44:46.920605] Epoch: [74] [ 880/2904] eta: 0:25:50 lr: 0.002388 loss: 0.1972 (0.2048) loss_rec_all: 0.2231 (0.2305) loss_rec_sfr: 0.3019 (0.3083) loss_cl: -0.2797 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [12:45:01.841407] Epoch: [74] [ 900/2904] eta: 0:25:34 lr: 0.002388 loss: 0.1927 (0.2046) loss_rec_all: 0.2190 (0.2304) loss_rec_sfr: 0.2826 (0.3081) loss_cl: -0.2793 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [12:45:16.760261] Epoch: [74] [ 920/2904] eta: 0:25:18 lr: 0.002388 loss: 0.1953 (0.2048) loss_rec_all: 0.2212 (0.2305) loss_rec_sfr: 0.2631 (0.3082) loss_cl: -0.2784 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [12:45:31.672857] Epoch: [74] [ 940/2904] eta: 0:25:02 lr: 0.002388 loss: 0.1965 (0.2048) loss_rec_all: 0.2222 (0.2305) loss_rec_sfr: 0.2969 (0.3084) loss_cl: -0.2784 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [12:45:46.585981] Epoch: [74] [ 960/2904] eta: 0:24:46 lr: 0.002388 loss: 0.2036 (0.2051) loss_rec_all: 0.2296 (0.2308) loss_rec_sfr: 0.2819 (0.3089) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [12:46:01.501985] Epoch: [74] [ 980/2904] eta: 0:24:30 lr: 0.002388 loss: 0.2017 (0.2053) loss_rec_all: 0.2279 (0.2310) loss_rec_sfr: 0.2873 (0.3096) loss_cl: -0.2800 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [12:46:16.416535] Epoch: [74] [1000/2904] eta: 0:24:14 lr: 0.002388 loss: 0.1928 (0.2052) loss_rec_all: 0.2187 (0.2309) loss_rec_sfr: 0.2999 (0.3093) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [12:46:31.330456] Epoch: [74] [1020/2904] eta: 0:23:58 lr: 0.002388 loss: 0.1945 (0.2051) loss_rec_all: 0.2202 (0.2308) loss_rec_sfr: 0.2850 (0.3091) loss_cl: -0.2784 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [12:46:46.244742] Epoch: [74] [1040/2904] eta: 0:23:42 lr: 0.002388 loss: 0.1968 (0.2052) loss_rec_all: 0.2226 (0.2309) loss_rec_sfr: 0.3075 (0.3094) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [12:47:01.156045] Epoch: [74] [1060/2904] eta: 0:23:26 lr: 0.002388 loss: 0.1942 (0.2051) loss_rec_all: 0.2200 (0.2308) loss_rec_sfr: 0.3001 (0.3095) loss_cl: -0.2785 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [12:47:16.073108] Epoch: [74] [1080/2904] eta: 0:23:10 lr: 0.002388 loss: 0.1972 (0.2052) loss_rec_all: 0.2228 (0.2309) loss_rec_sfr: 0.3070 (0.3097) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [12:47:30.996947] Epoch: [74] [1100/2904] eta: 0:22:54 lr: 0.002388 loss: 0.1939 (0.2050) loss_rec_all: 0.2201 (0.2308) loss_rec_sfr: 0.2579 (0.3091) loss_cl: -0.2783 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [12:47:45.913464] Epoch: [74] [1120/2904] eta: 0:22:39 lr: 0.002388 loss: 0.1976 (0.2051) loss_rec_all: 0.2234 (0.2308) loss_rec_sfr: 0.2824 (0.3093) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [12:48:00.823542] Epoch: [74] [1140/2904] eta: 0:22:23 lr: 0.002388 loss: 0.1958 (0.2051) loss_rec_all: 0.2220 (0.2308) loss_rec_sfr: 0.2755 (0.3092) loss_cl: -0.2791 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [12:48:15.733593] Epoch: [74] [1160/2904] eta: 0:22:07 lr: 0.002388 loss: 0.1950 (0.2052) loss_rec_all: 0.2207 (0.2309) loss_rec_sfr: 0.2760 (0.3095) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [12:48:30.643368] Epoch: [74] [1180/2904] eta: 0:21:51 lr: 0.002388 loss: 0.2043 (0.2054) loss_rec_all: 0.2299 (0.2311) loss_rec_sfr: 0.3030 (0.3100) loss_cl: -0.2788 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [12:48:45.554040] Epoch: [74] [1200/2904] eta: 0:21:36 lr: 0.002388 loss: 0.1966 (0.2054) loss_rec_all: 0.2224 (0.2311) loss_rec_sfr: 0.2988 (0.3102) loss_cl: -0.2791 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [12:49:00.468224] Epoch: [74] [1220/2904] eta: 0:21:20 lr: 0.002388 loss: 0.1954 (0.2055) loss_rec_all: 0.2211 (0.2312) loss_rec_sfr: 0.2997 (0.3106) loss_cl: -0.2780 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [12:49:15.385533] Epoch: [74] [1240/2904] eta: 0:21:05 lr: 0.002388 loss: 0.1973 (0.2055) loss_rec_all: 0.2231 (0.2312) loss_rec_sfr: 0.2985 (0.3107) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [12:49:30.299820] Epoch: [74] [1260/2904] eta: 0:20:49 lr: 0.002388 loss: 0.1958 (0.2055) loss_rec_all: 0.2221 (0.2312) loss_rec_sfr: 0.2829 (0.3106) loss_cl: -0.2782 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [12:49:45.212364] Epoch: [74] [1280/2904] eta: 0:20:33 lr: 0.002388 loss: 0.1934 (0.2054) loss_rec_all: 0.2194 (0.2311) loss_rec_sfr: 0.2907 (0.3102) loss_cl: -0.2783 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [12:50:00.123772] Epoch: [74] [1300/2904] eta: 0:20:18 lr: 0.002388 loss: 0.2002 (0.2054) loss_rec_all: 0.2258 (0.2311) loss_rec_sfr: 0.2828 (0.3101) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [12:50:15.041577] Epoch: [74] [1320/2904] eta: 0:20:02 lr: 0.002388 loss: 0.1979 (0.2053) loss_rec_all: 0.2241 (0.2311) loss_rec_sfr: 0.2797 (0.3100) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [12:50:29.956484] Epoch: [74] [1340/2904] eta: 0:19:47 lr: 0.002388 loss: 0.1947 (0.2052) loss_rec_all: 0.2209 (0.2309) loss_rec_sfr: 0.2517 (0.3095) loss_cl: -0.2795 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [12:50:44.873233] Epoch: [74] [1360/2904] eta: 0:19:31 lr: 0.002388 loss: 0.1931 (0.2051) loss_rec_all: 0.2190 (0.2308) loss_rec_sfr: 0.2864 (0.3092) loss_cl: -0.2793 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [12:50:59.797340] Epoch: [74] [1380/2904] eta: 0:19:16 lr: 0.002388 loss: 0.2041 (0.2052) loss_rec_all: 0.2300 (0.2309) loss_rec_sfr: 0.2849 (0.3095) loss_cl: -0.2783 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [12:51:14.708979] Epoch: [74] [1400/2904] eta: 0:19:00 lr: 0.002388 loss: 0.2029 (0.2053) loss_rec_all: 0.2283 (0.2310) loss_rec_sfr: 0.3080 (0.3098) loss_cl: -0.2783 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [12:51:29.614799] Epoch: [74] [1420/2904] eta: 0:18:45 lr: 0.002388 loss: 0.1969 (0.2054) loss_rec_all: 0.2226 (0.2311) loss_rec_sfr: 0.2871 (0.3099) loss_cl: -0.2784 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [12:51:44.535896] Epoch: [74] [1440/2904] eta: 0:18:30 lr: 0.002388 loss: 0.1903 (0.2052) loss_rec_all: 0.2163 (0.2309) loss_rec_sfr: 0.2601 (0.3094) loss_cl: -0.2793 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [12:51:59.453743] Epoch: [74] [1460/2904] eta: 0:18:14 lr: 0.002388 loss: 0.1929 (0.2052) loss_rec_all: 0.2194 (0.2309) loss_rec_sfr: 0.2753 (0.3092) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [12:52:14.367484] Epoch: [74] [1480/2904] eta: 0:17:59 lr: 0.002388 loss: 0.1929 (0.2051) loss_rec_all: 0.2189 (0.2308) loss_rec_sfr: 0.3067 (0.3091) loss_cl: -0.2794 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [12:52:29.280771] Epoch: [74] [1500/2904] eta: 0:17:43 lr: 0.002388 loss: 0.1989 (0.2051) loss_rec_all: 0.2249 (0.2308) loss_rec_sfr: 0.2825 (0.3091) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [12:52:44.195523] Epoch: [74] [1520/2904] eta: 0:17:28 lr: 0.002388 loss: 0.1935 (0.2051) loss_rec_all: 0.2191 (0.2308) loss_rec_sfr: 0.2691 (0.3090) loss_cl: -0.2793 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [12:52:59.106815] Epoch: [74] [1540/2904] eta: 0:17:13 lr: 0.002388 loss: 0.1957 (0.2051) loss_rec_all: 0.2215 (0.2308) loss_rec_sfr: 0.2707 (0.3086) loss_cl: -0.2791 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [12:53:14.026635] Epoch: [74] [1560/2904] eta: 0:16:57 lr: 0.002388 loss: 0.1954 (0.2051) loss_rec_all: 0.2211 (0.2308) loss_rec_sfr: 0.2951 (0.3087) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [12:53:28.948960] Epoch: [74] [1580/2904] eta: 0:16:42 lr: 0.002388 loss: 0.1947 (0.2050) loss_rec_all: 0.2202 (0.2307) loss_rec_sfr: 0.2955 (0.3086) loss_cl: -0.2790 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [12:53:43.871739] Epoch: [74] [1600/2904] eta: 0:16:27 lr: 0.002388 loss: 0.1940 (0.2051) loss_rec_all: 0.2203 (0.2308) loss_rec_sfr: 0.2853 (0.3088) loss_cl: -0.2792 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [12:53:58.789325] Epoch: [74] [1620/2904] eta: 0:16:11 lr: 0.002388 loss: 0.1962 (0.2051) loss_rec_all: 0.2222 (0.2308) loss_rec_sfr: 0.2829 (0.3088) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [12:54:13.708836] Epoch: [74] [1640/2904] eta: 0:15:56 lr: 0.002388 loss: 0.1977 (0.2051) loss_rec_all: 0.2233 (0.2308) loss_rec_sfr: 0.2960 (0.3089) loss_cl: -0.2783 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [12:54:28.639755] Epoch: [74] [1660/2904] eta: 0:15:41 lr: 0.002388 loss: 0.1984 (0.2052) loss_rec_all: 0.2242 (0.2309) loss_rec_sfr: 0.3009 (0.3091) loss_cl: -0.2785 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [12:54:43.559016] Epoch: [74] [1680/2904] eta: 0:15:25 lr: 0.002388 loss: 0.1985 (0.2052) loss_rec_all: 0.2245 (0.2309) loss_rec_sfr: 0.2770 (0.3091) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [12:54:58.474090] Epoch: [74] [1700/2904] eta: 0:15:10 lr: 0.002388 loss: 0.1988 (0.2053) loss_rec_all: 0.2245 (0.2310) loss_rec_sfr: 0.2753 (0.3093) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [12:55:13.397389] Epoch: [74] [1720/2904] eta: 0:14:55 lr: 0.002388 loss: 0.1955 (0.2053) loss_rec_all: 0.2213 (0.2310) loss_rec_sfr: 0.2736 (0.3092) loss_cl: -0.2793 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [12:55:28.322970] Epoch: [74] [1740/2904] eta: 0:14:40 lr: 0.002388 loss: 0.1978 (0.2053) loss_rec_all: 0.2237 (0.2310) loss_rec_sfr: 0.3049 (0.3092) loss_cl: -0.2793 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [12:55:43.241299] Epoch: [74] [1760/2904] eta: 0:14:24 lr: 0.002388 loss: 0.1954 (0.2053) loss_rec_all: 0.2213 (0.2310) loss_rec_sfr: 0.2972 (0.3093) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [12:55:58.163426] Epoch: [74] [1780/2904] eta: 0:14:09 lr: 0.002388 loss: 0.1921 (0.2053) loss_rec_all: 0.2182 (0.2310) loss_rec_sfr: 0.2618 (0.3091) loss_cl: -0.2784 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [12:56:13.077944] Epoch: [74] [1800/2904] eta: 0:13:54 lr: 0.002388 loss: 0.2038 (0.2054) loss_rec_all: 0.2296 (0.2311) loss_rec_sfr: 0.3105 (0.3096) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [12:56:27.993405] Epoch: [74] [1820/2904] eta: 0:13:39 lr: 0.002388 loss: 0.1931 (0.2054) loss_rec_all: 0.2187 (0.2311) loss_rec_sfr: 0.2779 (0.3096) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [12:56:42.913756] Epoch: [74] [1840/2904] eta: 0:13:23 lr: 0.002388 loss: 0.1950 (0.2054) loss_rec_all: 0.2211 (0.2311) loss_rec_sfr: 0.2757 (0.3095) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [12:56:57.834327] Epoch: [74] [1860/2904] eta: 0:13:08 lr: 0.002388 loss: 0.1968 (0.2054) loss_rec_all: 0.2226 (0.2311) loss_rec_sfr: 0.2857 (0.3095) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [12:57:12.750735] Epoch: [74] [1880/2904] eta: 0:12:53 lr: 0.002388 loss: 0.1922 (0.2054) loss_rec_all: 0.2185 (0.2311) loss_rec_sfr: 0.2803 (0.3094) loss_cl: -0.2796 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [12:57:27.673543] Epoch: [74] [1900/2904] eta: 0:12:38 lr: 0.002388 loss: 0.1922 (0.2053) loss_rec_all: 0.2182 (0.2310) loss_rec_sfr: 0.2736 (0.3092) loss_cl: -0.2797 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [12:57:42.597870] Epoch: [74] [1920/2904] eta: 0:12:23 lr: 0.002388 loss: 0.2035 (0.2054) loss_rec_all: 0.2293 (0.2312) loss_rec_sfr: 0.3155 (0.3095) loss_cl: -0.2787 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [12:57:57.513050] Epoch: [74] [1940/2904] eta: 0:12:07 lr: 0.002388 loss: 0.1971 (0.2055) loss_rec_all: 0.2231 (0.2312) loss_rec_sfr: 0.2858 (0.3095) loss_cl: -0.2778 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [12:58:12.419347] Epoch: [74] [1960/2904] eta: 0:11:52 lr: 0.002388 loss: 0.1967 (0.2055) loss_rec_all: 0.2226 (0.2312) loss_rec_sfr: 0.2842 (0.3095) loss_cl: -0.2783 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [12:58:27.326722] Epoch: [74] [1980/2904] eta: 0:11:37 lr: 0.002388 loss: 0.1922 (0.2055) loss_rec_all: 0.2183 (0.2312) loss_rec_sfr: 0.2600 (0.3095) loss_cl: -0.2791 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [12:58:42.237493] Epoch: [74] [2000/2904] eta: 0:11:22 lr: 0.002388 loss: 0.1994 (0.2056) loss_rec_all: 0.2255 (0.2313) loss_rec_sfr: 0.2993 (0.3098) loss_cl: -0.2796 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [12:58:57.143442] Epoch: [74] [2020/2904] eta: 0:11:07 lr: 0.002388 loss: 0.1936 (0.2056) loss_rec_all: 0.2191 (0.2313) loss_rec_sfr: 0.2836 (0.3098) loss_cl: -0.2790 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [12:59:12.054495] Epoch: [74] [2040/2904] eta: 0:10:51 lr: 0.002388 loss: 0.1948 (0.2055) loss_rec_all: 0.2209 (0.2312) loss_rec_sfr: 0.2846 (0.3096) loss_cl: -0.2784 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [12:59:26.970112] Epoch: [74] [2060/2904] eta: 0:10:36 lr: 0.002388 loss: 0.1929 (0.2055) loss_rec_all: 0.2186 (0.2312) loss_rec_sfr: 0.2967 (0.3096) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [12:59:41.875384] Epoch: [74] [2080/2904] eta: 0:10:21 lr: 0.002388 loss: 0.1947 (0.2055) loss_rec_all: 0.2204 (0.2312) loss_rec_sfr: 0.2869 (0.3097) loss_cl: -0.2790 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [12:59:56.790664] Epoch: [74] [2100/2904] eta: 0:10:06 lr: 0.002388 loss: 0.1933 (0.2055) loss_rec_all: 0.2194 (0.2312) loss_rec_sfr: 0.2773 (0.3097) loss_cl: -0.2784 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [13:00:11.701256] Epoch: [74] [2120/2904] eta: 0:09:51 lr: 0.002388 loss: 0.1945 (0.2055) loss_rec_all: 0.2201 (0.2312) loss_rec_sfr: 0.2851 (0.3097) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [13:00:26.611854] Epoch: [74] [2140/2904] eta: 0:09:36 lr: 0.002388 loss: 0.1927 (0.2055) loss_rec_all: 0.2184 (0.2312) loss_rec_sfr: 0.3002 (0.3097) loss_cl: -0.2794 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [13:00:41.527366] Epoch: [74] [2160/2904] eta: 0:09:21 lr: 0.002388 loss: 0.1990 (0.2055) loss_rec_all: 0.2249 (0.2312) loss_rec_sfr: 0.2957 (0.3098) loss_cl: -0.2794 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [13:00:56.437897] Epoch: [74] [2180/2904] eta: 0:09:05 lr: 0.002388 loss: 0.1934 (0.2054) loss_rec_all: 0.2193 (0.2312) loss_rec_sfr: 0.2888 (0.3097) loss_cl: -0.2791 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [13:01:11.353128] Epoch: [74] [2200/2904] eta: 0:08:50 lr: 0.002388 loss: 0.1924 (0.2055) loss_rec_all: 0.2186 (0.2312) loss_rec_sfr: 0.2835 (0.3097) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [13:01:26.263873] Epoch: [74] [2220/2904] eta: 0:08:35 lr: 0.002388 loss: 0.2014 (0.2055) loss_rec_all: 0.2274 (0.2312) loss_rec_sfr: 0.2759 (0.3097) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [13:01:41.183181] Epoch: [74] [2240/2904] eta: 0:08:20 lr: 0.002388 loss: 0.1895 (0.2054) loss_rec_all: 0.2153 (0.2312) loss_rec_sfr: 0.2965 (0.3097) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [13:01:56.101548] Epoch: [74] [2260/2904] eta: 0:08:05 lr: 0.002388 loss: 0.1962 (0.2055) loss_rec_all: 0.2220 (0.2312) loss_rec_sfr: 0.2807 (0.3097) loss_cl: -0.2795 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [13:02:11.016286] Epoch: [74] [2280/2904] eta: 0:07:50 lr: 0.002388 loss: 0.1963 (0.2055) loss_rec_all: 0.2221 (0.2312) loss_rec_sfr: 0.2926 (0.3099) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [13:02:25.935772] Epoch: [74] [2300/2904] eta: 0:07:35 lr: 0.002388 loss: 0.1942 (0.2055) loss_rec_all: 0.2207 (0.2312) loss_rec_sfr: 0.2829 (0.3098) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [13:02:40.850591] Epoch: [74] [2320/2904] eta: 0:07:20 lr: 0.002388 loss: 0.1907 (0.2054) loss_rec_all: 0.2165 (0.2311) loss_rec_sfr: 0.2771 (0.3096) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [13:02:55.761786] Epoch: [74] [2340/2904] eta: 0:07:04 lr: 0.002388 loss: 0.1965 (0.2054) loss_rec_all: 0.2226 (0.2311) loss_rec_sfr: 0.2726 (0.3094) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [13:03:10.674181] Epoch: [74] [2360/2904] eta: 0:06:49 lr: 0.002388 loss: 0.1960 (0.2054) loss_rec_all: 0.2222 (0.2311) loss_rec_sfr: 0.2809 (0.3093) loss_cl: -0.2798 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [13:03:25.583899] Epoch: [74] [2380/2904] eta: 0:06:34 lr: 0.002388 loss: 0.1960 (0.2054) loss_rec_all: 0.2220 (0.2311) loss_rec_sfr: 0.2881 (0.3094) loss_cl: -0.2790 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [13:03:40.501832] Epoch: [74] [2400/2904] eta: 0:06:19 lr: 0.002388 loss: 0.1929 (0.2053) loss_rec_all: 0.2193 (0.2310) loss_rec_sfr: 0.2874 (0.3093) loss_cl: -0.2794 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [13:03:55.423325] Epoch: [74] [2420/2904] eta: 0:06:04 lr: 0.002388 loss: 0.1961 (0.2053) loss_rec_all: 0.2217 (0.2310) loss_rec_sfr: 0.2824 (0.3092) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [13:04:10.340924] Epoch: [74] [2440/2904] eta: 0:05:49 lr: 0.002388 loss: 0.1969 (0.2053) loss_rec_all: 0.2232 (0.2310) loss_rec_sfr: 0.2771 (0.3091) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [13:04:25.259868] Epoch: [74] [2460/2904] eta: 0:05:34 lr: 0.002388 loss: 0.1938 (0.2053) loss_rec_all: 0.2196 (0.2310) loss_rec_sfr: 0.2842 (0.3091) loss_cl: -0.2795 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [13:04:40.179320] Epoch: [74] [2480/2904] eta: 0:05:19 lr: 0.002388 loss: 0.1990 (0.2054) loss_rec_all: 0.2253 (0.2311) loss_rec_sfr: 0.3007 (0.3093) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [13:04:55.095658] Epoch: [74] [2500/2904] eta: 0:05:04 lr: 0.002388 loss: 0.1942 (0.2053) loss_rec_all: 0.2204 (0.2310) loss_rec_sfr: 0.2698 (0.3091) loss_cl: -0.2794 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [13:05:10.012143] Epoch: [74] [2520/2904] eta: 0:04:49 lr: 0.002388 loss: 0.1940 (0.2053) loss_rec_all: 0.2200 (0.2310) loss_rec_sfr: 0.2712 (0.3091) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [13:05:24.931873] Epoch: [74] [2540/2904] eta: 0:04:34 lr: 0.002388 loss: 0.1965 (0.2053) loss_rec_all: 0.2227 (0.2310) loss_rec_sfr: 0.2841 (0.3091) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [13:05:39.852851] Epoch: [74] [2560/2904] eta: 0:04:18 lr: 0.002388 loss: 0.1940 (0.2053) loss_rec_all: 0.2196 (0.2310) loss_rec_sfr: 0.2906 (0.3092) loss_cl: -0.2784 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [13:05:54.772574] Epoch: [74] [2580/2904] eta: 0:04:03 lr: 0.002388 loss: 0.1961 (0.2053) loss_rec_all: 0.2217 (0.2310) loss_rec_sfr: 0.2909 (0.3091) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [13:06:09.686532] Epoch: [74] [2600/2904] eta: 0:03:48 lr: 0.002388 loss: 0.1949 (0.2053) loss_rec_all: 0.2205 (0.2310) loss_rec_sfr: 0.2838 (0.3091) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [13:06:24.605846] Epoch: [74] [2620/2904] eta: 0:03:33 lr: 0.002388 loss: 0.1978 (0.2053) loss_rec_all: 0.2240 (0.2310) loss_rec_sfr: 0.2805 (0.3090) loss_cl: -0.2794 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [13:06:39.520064] Epoch: [74] [2640/2904] eta: 0:03:18 lr: 0.002388 loss: 0.1975 (0.2053) loss_rec_all: 0.2235 (0.2311) loss_rec_sfr: 0.2923 (0.3092) loss_cl: -0.2784 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [13:06:54.434810] Epoch: [74] [2660/2904] eta: 0:03:03 lr: 0.002388 loss: 0.1930 (0.2053) loss_rec_all: 0.2190 (0.2310) loss_rec_sfr: 0.2720 (0.3090) loss_cl: -0.2784 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [13:07:09.354782] Epoch: [74] [2680/2904] eta: 0:02:48 lr: 0.002388 loss: 0.1924 (0.2053) loss_rec_all: 0.2187 (0.2310) loss_rec_sfr: 0.2625 (0.3089) loss_cl: -0.2794 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [13:07:24.268003] Epoch: [74] [2700/2904] eta: 0:02:33 lr: 0.002388 loss: 0.1981 (0.2052) loss_rec_all: 0.2238 (0.2310) loss_rec_sfr: 0.2868 (0.3087) loss_cl: -0.2794 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [13:07:39.184108] Epoch: [74] [2720/2904] eta: 0:02:18 lr: 0.002388 loss: 0.2066 (0.2053) loss_rec_all: 0.2328 (0.2311) loss_rec_sfr: 0.2992 (0.3091) loss_cl: -0.2801 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [13:07:54.096733] Epoch: [74] [2740/2904] eta: 0:02:03 lr: 0.002388 loss: 0.1950 (0.2053) loss_rec_all: 0.2208 (0.2310) loss_rec_sfr: 0.2982 (0.3090) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [13:08:09.015460] Epoch: [74] [2760/2904] eta: 0:01:48 lr: 0.002387 loss: 0.1947 (0.2053) loss_rec_all: 0.2206 (0.2311) loss_rec_sfr: 0.2995 (0.3092) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [13:08:23.929917] Epoch: [74] [2780/2904] eta: 0:01:33 lr: 0.002387 loss: 0.1990 (0.2054) loss_rec_all: 0.2245 (0.2311) loss_rec_sfr: 0.2782 (0.3093) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [13:08:38.844576] Epoch: [74] [2800/2904] eta: 0:01:18 lr: 0.002387 loss: 0.1949 (0.2054) loss_rec_all: 0.2206 (0.2311) loss_rec_sfr: 0.3048 (0.3092) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [13:08:53.756733] Epoch: [74] [2820/2904] eta: 0:01:03 lr: 0.002387 loss: 0.2001 (0.2054) loss_rec_all: 0.2260 (0.2311) loss_rec_sfr: 0.2879 (0.3093) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [13:09:08.703669] Epoch: [74] [2840/2904] eta: 0:00:48 lr: 0.002387 loss: 0.1955 (0.2054) loss_rec_all: 0.2213 (0.2311) loss_rec_sfr: 0.2700 (0.3092) loss_cl: -0.2793 (-0.2788) time: 0.7473 data: 0.0023 max mem: 29860 [13:09:23.600760] Epoch: [74] [2860/2904] eta: 0:00:33 lr: 0.002387 loss: 0.1988 (0.2054) loss_rec_all: 0.2246 (0.2311) loss_rec_sfr: 0.2887 (0.3093) loss_cl: -0.2786 (-0.2788) time: 0.7448 data: 0.0001 max mem: 29860 [13:09:38.496880] Epoch: [74] [2880/2904] eta: 0:00:18 lr: 0.002387 loss: 0.1999 (0.2055) loss_rec_all: 0.2257 (0.2312) loss_rec_sfr: 0.2837 (0.3094) loss_cl: -0.2783 (-0.2788) time: 0.7448 data: 0.0001 max mem: 29860 [13:09:53.390638] Epoch: [74] [2900/2904] eta: 0:00:03 lr: 0.002387 loss: 0.1949 (0.2055) loss_rec_all: 0.2211 (0.2312) loss_rec_sfr: 0.2823 (0.3093) loss_cl: -0.2788 (-0.2788) time: 0.7446 data: 0.0001 max mem: 29860 [13:09:55.630941] Epoch: [74] [2903/2904] eta: 0:00:00 lr: 0.002387 loss: 0.1928 (0.2055) loss_rec_all: 0.2188 (0.2312) loss_rec_sfr: 0.2773 (0.3093) loss_cl: -0.2795 (-0.2788) time: 0.7446 data: 0.0001 max mem: 29860 [13:09:57.719842] Epoch: [74] Total time: 0:36:25 (0.7527 s / it) [13:09:57.724743] Averaged stats: lr: 0.002387 loss: 0.1928 (0.2083) loss_rec_all: 0.2188 (0.2316) loss_rec_sfr: 0.2773 (0.3112) loss_cl: -0.2795 (-0.2555) [13:09:57.729533] log_dir: ./checkpoint/VF2_ViT-B [13:10:15.339181] Epoch: [75] [ 0/2904] eta: 14:12:15 lr: 0.002387 loss: 0.1857 (0.1857) loss_rec_all: 0.2119 (0.2119) loss_rec_sfr: 0.2554 (0.2554) loss_cl: -0.2799 (-0.2799) time: 17.6086 data: 16.8778 max mem: 29860 [13:10:31.769176] Epoch: [75] [ 20/2904] eta: 1:17:54 lr: 0.002387 loss: 0.1940 (0.2113) loss_rec_all: 0.2199 (0.2368) loss_rec_sfr: 0.3051 (0.3378) loss_cl: -0.2784 (-0.2783) time: 0.8215 data: 0.0002 max mem: 29860 [13:10:46.645823] Epoch: [75] [ 40/2904] eta: 0:56:56 lr: 0.002387 loss: 0.1962 (0.2115) loss_rec_all: 0.2222 (0.2369) loss_rec_sfr: 0.2828 (0.3345) loss_cl: -0.2782 (-0.2783) time: 0.7438 data: 0.0002 max mem: 29860 [13:11:01.528610] Epoch: [75] [ 60/2904] eta: 0:49:34 lr: 0.002387 loss: 0.1931 (0.2109) loss_rec_all: 0.2194 (0.2364) loss_rec_sfr: 0.3030 (0.3317) loss_cl: -0.2790 (-0.2785) time: 0.7441 data: 0.0002 max mem: 29860 [13:11:16.413024] Epoch: [75] [ 80/2904] eta: 0:45:43 lr: 0.002387 loss: 0.1888 (0.2079) loss_rec_all: 0.2150 (0.2335) loss_rec_sfr: 0.2566 (0.3209) loss_cl: -0.2794 (-0.2787) time: 0.7442 data: 0.0002 max mem: 29860 [13:11:31.313815] Epoch: [75] [ 100/2904] eta: 0:43:17 lr: 0.002387 loss: 0.1938 (0.2068) loss_rec_all: 0.2197 (0.2324) loss_rec_sfr: 0.2822 (0.3158) loss_cl: -0.2791 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [13:11:46.230525] Epoch: [75] [ 120/2904] eta: 0:41:36 lr: 0.002387 loss: 0.1942 (0.2052) loss_rec_all: 0.2205 (0.2309) loss_rec_sfr: 0.2668 (0.3110) loss_cl: -0.2790 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [13:12:01.151837] Epoch: [75] [ 140/2904] eta: 0:40:19 lr: 0.002387 loss: 0.1947 (0.2052) loss_rec_all: 0.2208 (0.2309) loss_rec_sfr: 0.3048 (0.3123) loss_cl: -0.2789 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [13:12:16.071578] Epoch: [75] [ 160/2904] eta: 0:39:17 lr: 0.002387 loss: 0.1956 (0.2060) loss_rec_all: 0.2214 (0.2317) loss_rec_sfr: 0.3016 (0.3155) loss_cl: -0.2782 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [13:12:30.992959] Epoch: [75] [ 180/2904] eta: 0:38:26 lr: 0.002387 loss: 0.1945 (0.2061) loss_rec_all: 0.2205 (0.2318) loss_rec_sfr: 0.2924 (0.3156) loss_cl: -0.2793 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [13:12:45.933390] Epoch: [75] [ 200/2904] eta: 0:37:42 lr: 0.002387 loss: 0.1976 (0.2068) loss_rec_all: 0.2238 (0.2324) loss_rec_sfr: 0.2812 (0.3174) loss_cl: -0.2792 (-0.2788) time: 0.7470 data: 0.0002 max mem: 29860 [13:13:00.853306] Epoch: [75] [ 220/2904] eta: 0:37:03 lr: 0.002387 loss: 0.1933 (0.2065) loss_rec_all: 0.2190 (0.2322) loss_rec_sfr: 0.2576 (0.3150) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [13:13:15.766819] Epoch: [75] [ 240/2904] eta: 0:36:28 lr: 0.002387 loss: 0.1987 (0.2070) loss_rec_all: 0.2244 (0.2326) loss_rec_sfr: 0.3076 (0.3167) loss_cl: -0.2785 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [13:13:30.683885] Epoch: [75] [ 260/2904] eta: 0:35:57 lr: 0.002387 loss: 0.1977 (0.2069) loss_rec_all: 0.2235 (0.2326) loss_rec_sfr: 0.2945 (0.3164) loss_cl: -0.2799 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [13:13:45.598354] Epoch: [75] [ 280/2904] eta: 0:35:27 lr: 0.002387 loss: 0.1963 (0.2069) loss_rec_all: 0.2221 (0.2326) loss_rec_sfr: 0.2846 (0.3161) loss_cl: -0.2794 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [13:14:00.513654] Epoch: [75] [ 300/2904] eta: 0:35:00 lr: 0.002387 loss: 0.1948 (0.2067) loss_rec_all: 0.2207 (0.2324) loss_rec_sfr: 0.3043 (0.3156) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [13:14:15.443741] Epoch: [75] [ 320/2904] eta: 0:34:34 lr: 0.002387 loss: 0.1995 (0.2074) loss_rec_all: 0.2255 (0.2331) loss_rec_sfr: 0.3053 (0.3177) loss_cl: -0.2781 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [13:14:30.353863] Epoch: [75] [ 340/2904] eta: 0:34:09 lr: 0.002387 loss: 0.1956 (0.2076) loss_rec_all: 0.2216 (0.2332) loss_rec_sfr: 0.2812 (0.3180) loss_cl: -0.2793 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [13:14:45.270423] Epoch: [75] [ 360/2904] eta: 0:33:46 lr: 0.002387 loss: 0.1955 (0.2072) loss_rec_all: 0.2209 (0.2328) loss_rec_sfr: 0.3053 (0.3172) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [13:15:00.185789] Epoch: [75] [ 380/2904] eta: 0:33:23 lr: 0.002387 loss: 0.2010 (0.2073) loss_rec_all: 0.2269 (0.2330) loss_rec_sfr: 0.2818 (0.3173) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [13:15:15.104036] Epoch: [75] [ 400/2904] eta: 0:33:01 lr: 0.002387 loss: 0.1977 (0.2073) loss_rec_all: 0.2235 (0.2329) loss_rec_sfr: 0.3005 (0.3169) loss_cl: -0.2779 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [13:15:30.018467] Epoch: [75] [ 420/2904] eta: 0:32:40 lr: 0.002387 loss: 0.1970 (0.2072) loss_rec_all: 0.2224 (0.2328) loss_rec_sfr: 0.2873 (0.3164) loss_cl: -0.2786 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [13:15:44.935851] Epoch: [75] [ 440/2904] eta: 0:32:19 lr: 0.002387 loss: 0.1964 (0.2073) loss_rec_all: 0.2225 (0.2329) loss_rec_sfr: 0.2911 (0.3165) loss_cl: -0.2788 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [13:15:59.856443] Epoch: [75] [ 460/2904] eta: 0:31:59 lr: 0.002387 loss: 0.1979 (0.2073) loss_rec_all: 0.2238 (0.2329) loss_rec_sfr: 0.2778 (0.3160) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [13:16:14.774120] Epoch: [75] [ 480/2904] eta: 0:31:40 lr: 0.002387 loss: 0.1987 (0.2072) loss_rec_all: 0.2242 (0.2329) loss_rec_sfr: 0.2930 (0.3162) loss_cl: -0.2785 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [13:16:29.689306] Epoch: [75] [ 500/2904] eta: 0:31:20 lr: 0.002387 loss: 0.1976 (0.2073) loss_rec_all: 0.2233 (0.2329) loss_rec_sfr: 0.3078 (0.3165) loss_cl: -0.2778 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [13:16:44.608341] Epoch: [75] [ 520/2904] eta: 0:31:01 lr: 0.002387 loss: 0.1959 (0.2071) loss_rec_all: 0.2215 (0.2328) loss_rec_sfr: 0.2548 (0.3157) loss_cl: -0.2784 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [13:16:59.523806] Epoch: [75] [ 540/2904] eta: 0:30:43 lr: 0.002387 loss: 0.2075 (0.2078) loss_rec_all: 0.2334 (0.2334) loss_rec_sfr: 0.3058 (0.3174) loss_cl: -0.2792 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [13:17:14.441844] Epoch: [75] [ 560/2904] eta: 0:30:24 lr: 0.002387 loss: 0.1950 (0.2078) loss_rec_all: 0.2208 (0.2334) loss_rec_sfr: 0.2819 (0.3173) loss_cl: -0.2784 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [13:17:29.353653] Epoch: [75] [ 580/2904] eta: 0:30:06 lr: 0.002387 loss: 0.1949 (0.2077) loss_rec_all: 0.2209 (0.2334) loss_rec_sfr: 0.2844 (0.3172) loss_cl: -0.2791 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [13:17:44.267933] Epoch: [75] [ 600/2904] eta: 0:29:48 lr: 0.002387 loss: 0.1977 (0.2079) loss_rec_all: 0.2236 (0.2335) loss_rec_sfr: 0.2989 (0.3176) loss_cl: -0.2768 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [13:17:59.187829] Epoch: [75] [ 620/2904] eta: 0:29:30 lr: 0.002387 loss: 0.1923 (0.2079) loss_rec_all: 0.2186 (0.2335) loss_rec_sfr: 0.2781 (0.3174) loss_cl: -0.2811 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [13:18:14.105682] Epoch: [75] [ 640/2904] eta: 0:29:13 lr: 0.002387 loss: 0.1978 (0.2080) loss_rec_all: 0.2234 (0.2337) loss_rec_sfr: 0.2873 (0.3178) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [13:18:29.026441] Epoch: [75] [ 660/2904] eta: 0:28:55 lr: 0.002387 loss: 0.1987 (0.2082) loss_rec_all: 0.2243 (0.2338) loss_rec_sfr: 0.2953 (0.3183) loss_cl: -0.2769 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [13:18:43.947772] Epoch: [75] [ 680/2904] eta: 0:28:38 lr: 0.002387 loss: 0.1921 (0.2080) loss_rec_all: 0.2182 (0.2337) loss_rec_sfr: 0.3083 (0.3184) loss_cl: -0.2789 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [13:18:58.862878] Epoch: [75] [ 700/2904] eta: 0:28:21 lr: 0.002387 loss: 0.1930 (0.2078) loss_rec_all: 0.2187 (0.2334) loss_rec_sfr: 0.3037 (0.3180) loss_cl: -0.2788 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [13:19:13.780435] Epoch: [75] [ 720/2904] eta: 0:28:04 lr: 0.002387 loss: 0.1994 (0.2078) loss_rec_all: 0.2255 (0.2334) loss_rec_sfr: 0.2904 (0.3178) loss_cl: -0.2789 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [13:19:28.697868] Epoch: [75] [ 740/2904] eta: 0:27:47 lr: 0.002387 loss: 0.1956 (0.2076) loss_rec_all: 0.2212 (0.2332) loss_rec_sfr: 0.2855 (0.3172) loss_cl: -0.2783 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [13:19:43.612130] Epoch: [75] [ 760/2904] eta: 0:27:30 lr: 0.002387 loss: 0.1957 (0.2074) loss_rec_all: 0.2215 (0.2331) loss_rec_sfr: 0.2965 (0.3168) loss_cl: -0.2791 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [13:19:58.533713] Epoch: [75] [ 780/2904] eta: 0:27:13 lr: 0.002387 loss: 0.1934 (0.2073) loss_rec_all: 0.2193 (0.2329) loss_rec_sfr: 0.2976 (0.3166) loss_cl: -0.2791 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [13:20:13.452530] Epoch: [75] [ 800/2904] eta: 0:26:57 lr: 0.002387 loss: 0.1949 (0.2074) loss_rec_all: 0.2208 (0.2331) loss_rec_sfr: 0.2775 (0.3170) loss_cl: -0.2783 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [13:20:28.377683] Epoch: [75] [ 820/2904] eta: 0:26:40 lr: 0.002387 loss: 0.1926 (0.2073) loss_rec_all: 0.2185 (0.2330) loss_rec_sfr: 0.2649 (0.3165) loss_cl: -0.2794 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [13:20:43.301179] Epoch: [75] [ 840/2904] eta: 0:26:24 lr: 0.002387 loss: 0.1966 (0.2072) loss_rec_all: 0.2225 (0.2329) loss_rec_sfr: 0.3038 (0.3165) loss_cl: -0.2790 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [13:20:58.216431] Epoch: [75] [ 860/2904] eta: 0:26:07 lr: 0.002387 loss: 0.1936 (0.2072) loss_rec_all: 0.2196 (0.2329) loss_rec_sfr: 0.2658 (0.3164) loss_cl: -0.2786 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [13:21:13.134197] Epoch: [75] [ 880/2904] eta: 0:25:51 lr: 0.002387 loss: 0.1931 (0.2072) loss_rec_all: 0.2187 (0.2329) loss_rec_sfr: 0.3058 (0.3167) loss_cl: -0.2784 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [13:21:28.049569] Epoch: [75] [ 900/2904] eta: 0:25:35 lr: 0.002387 loss: 0.1970 (0.2073) loss_rec_all: 0.2230 (0.2329) loss_rec_sfr: 0.2939 (0.3167) loss_cl: -0.2793 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [13:21:42.966129] Epoch: [75] [ 920/2904] eta: 0:25:19 lr: 0.002387 loss: 0.1931 (0.2071) loss_rec_all: 0.2188 (0.2328) loss_rec_sfr: 0.2586 (0.3160) loss_cl: -0.2797 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [13:21:57.891563] Epoch: [75] [ 940/2904] eta: 0:25:02 lr: 0.002387 loss: 0.1954 (0.2071) loss_rec_all: 0.2213 (0.2328) loss_rec_sfr: 0.2643 (0.3155) loss_cl: -0.2786 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [13:22:12.818811] Epoch: [75] [ 960/2904] eta: 0:24:46 lr: 0.002387 loss: 0.1943 (0.2070) loss_rec_all: 0.2204 (0.2326) loss_rec_sfr: 0.3114 (0.3155) loss_cl: -0.2788 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [13:22:27.733678] Epoch: [75] [ 980/2904] eta: 0:24:30 lr: 0.002387 loss: 0.1932 (0.2069) loss_rec_all: 0.2189 (0.2325) loss_rec_sfr: 0.2916 (0.3153) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [13:22:42.649815] Epoch: [75] [1000/2904] eta: 0:24:14 lr: 0.002387 loss: 0.1937 (0.2069) loss_rec_all: 0.2199 (0.2326) loss_rec_sfr: 0.3018 (0.3153) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [13:22:57.570391] Epoch: [75] [1020/2904] eta: 0:23:58 lr: 0.002387 loss: 0.1976 (0.2069) loss_rec_all: 0.2232 (0.2326) loss_rec_sfr: 0.2851 (0.3154) loss_cl: -0.2783 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [13:23:12.484524] Epoch: [75] [1040/2904] eta: 0:23:42 lr: 0.002387 loss: 0.1950 (0.2069) loss_rec_all: 0.2212 (0.2325) loss_rec_sfr: 0.2766 (0.3149) loss_cl: -0.2789 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [13:23:27.398195] Epoch: [75] [1060/2904] eta: 0:23:27 lr: 0.002387 loss: 0.1933 (0.2067) loss_rec_all: 0.2194 (0.2324) loss_rec_sfr: 0.2811 (0.3146) loss_cl: -0.2795 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [13:23:42.315203] Epoch: [75] [1080/2904] eta: 0:23:11 lr: 0.002387 loss: 0.1964 (0.2066) loss_rec_all: 0.2220 (0.2323) loss_rec_sfr: 0.2789 (0.3141) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [13:23:57.229580] Epoch: [75] [1100/2904] eta: 0:22:55 lr: 0.002387 loss: 0.1951 (0.2066) loss_rec_all: 0.2212 (0.2323) loss_rec_sfr: 0.2967 (0.3143) loss_cl: -0.2793 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [13:24:12.162278] Epoch: [75] [1120/2904] eta: 0:22:39 lr: 0.002387 loss: 0.1999 (0.2067) loss_rec_all: 0.2259 (0.2324) loss_rec_sfr: 0.2845 (0.3146) loss_cl: -0.2781 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [13:24:27.087981] Epoch: [75] [1140/2904] eta: 0:22:23 lr: 0.002387 loss: 0.1956 (0.2067) loss_rec_all: 0.2213 (0.2324) loss_rec_sfr: 0.2857 (0.3146) loss_cl: -0.2782 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [13:24:42.021339] Epoch: [75] [1160/2904] eta: 0:22:08 lr: 0.002387 loss: 0.2021 (0.2069) loss_rec_all: 0.2280 (0.2326) loss_rec_sfr: 0.3033 (0.3150) loss_cl: -0.2784 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [13:24:56.937415] Epoch: [75] [1180/2904] eta: 0:21:52 lr: 0.002387 loss: 0.1963 (0.2070) loss_rec_all: 0.2222 (0.2326) loss_rec_sfr: 0.2825 (0.3152) loss_cl: -0.2791 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [13:25:11.861794] Epoch: [75] [1200/2904] eta: 0:21:36 lr: 0.002387 loss: 0.1965 (0.2068) loss_rec_all: 0.2223 (0.2325) loss_rec_sfr: 0.2665 (0.3146) loss_cl: -0.2792 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [13:25:26.778532] Epoch: [75] [1220/2904] eta: 0:21:21 lr: 0.002387 loss: 0.1947 (0.2068) loss_rec_all: 0.2204 (0.2325) loss_rec_sfr: 0.2827 (0.3145) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [13:25:41.697817] Epoch: [75] [1240/2904] eta: 0:21:05 lr: 0.002387 loss: 0.1930 (0.2068) loss_rec_all: 0.2191 (0.2324) loss_rec_sfr: 0.2840 (0.3143) loss_cl: -0.2785 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [13:25:56.613436] Epoch: [75] [1260/2904] eta: 0:20:50 lr: 0.002387 loss: 0.1939 (0.2067) loss_rec_all: 0.2194 (0.2323) loss_rec_sfr: 0.2933 (0.3142) loss_cl: -0.2787 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [13:26:11.527655] Epoch: [75] [1280/2904] eta: 0:20:34 lr: 0.002387 loss: 0.2005 (0.2067) loss_rec_all: 0.2264 (0.2324) loss_rec_sfr: 0.2834 (0.3143) loss_cl: -0.2784 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [13:26:26.448209] Epoch: [75] [1300/2904] eta: 0:20:18 lr: 0.002387 loss: 0.1950 (0.2067) loss_rec_all: 0.2209 (0.2324) loss_rec_sfr: 0.3033 (0.3143) loss_cl: -0.2787 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [13:26:41.363411] Epoch: [75] [1320/2904] eta: 0:20:03 lr: 0.002387 loss: 0.1976 (0.2067) loss_rec_all: 0.2239 (0.2324) loss_rec_sfr: 0.2849 (0.3143) loss_cl: -0.2799 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [13:26:56.275375] Epoch: [75] [1340/2904] eta: 0:19:47 lr: 0.002387 loss: 0.2026 (0.2069) loss_rec_all: 0.2285 (0.2326) loss_rec_sfr: 0.2815 (0.3148) loss_cl: -0.2793 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [13:27:11.193043] Epoch: [75] [1360/2904] eta: 0:19:32 lr: 0.002387 loss: 0.1968 (0.2069) loss_rec_all: 0.2229 (0.2326) loss_rec_sfr: 0.2999 (0.3149) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [13:27:26.105330] Epoch: [75] [1380/2904] eta: 0:19:16 lr: 0.002387 loss: 0.1938 (0.2069) loss_rec_all: 0.2199 (0.2326) loss_rec_sfr: 0.2973 (0.3149) loss_cl: -0.2780 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [13:27:41.020409] Epoch: [75] [1400/2904] eta: 0:19:01 lr: 0.002387 loss: 0.1943 (0.2069) loss_rec_all: 0.2196 (0.2326) loss_rec_sfr: 0.2837 (0.3148) loss_cl: -0.2783 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [13:27:55.936723] Epoch: [75] [1420/2904] eta: 0:18:45 lr: 0.002387 loss: 0.1966 (0.2069) loss_rec_all: 0.2226 (0.2326) loss_rec_sfr: 0.2771 (0.3147) loss_cl: -0.2788 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [13:28:10.848890] Epoch: [75] [1440/2904] eta: 0:18:30 lr: 0.002387 loss: 0.1922 (0.2068) loss_rec_all: 0.2182 (0.2325) loss_rec_sfr: 0.3016 (0.3147) loss_cl: -0.2794 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [13:28:25.759621] Epoch: [75] [1460/2904] eta: 0:18:15 lr: 0.002387 loss: 0.1965 (0.2067) loss_rec_all: 0.2225 (0.2324) loss_rec_sfr: 0.2744 (0.3146) loss_cl: -0.2794 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [13:28:40.670200] Epoch: [75] [1480/2904] eta: 0:17:59 lr: 0.002387 loss: 0.1972 (0.2068) loss_rec_all: 0.2232 (0.2324) loss_rec_sfr: 0.2727 (0.3146) loss_cl: -0.2784 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [13:28:55.578469] Epoch: [75] [1500/2904] eta: 0:17:44 lr: 0.002387 loss: 0.1936 (0.2067) loss_rec_all: 0.2195 (0.2323) loss_rec_sfr: 0.3014 (0.3144) loss_cl: -0.2794 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [13:29:10.494645] Epoch: [75] [1520/2904] eta: 0:17:28 lr: 0.002387 loss: 0.1956 (0.2065) loss_rec_all: 0.2211 (0.2322) loss_rec_sfr: 0.2800 (0.3140) loss_cl: -0.2793 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [13:29:25.404408] Epoch: [75] [1540/2904] eta: 0:17:13 lr: 0.002387 loss: 0.1926 (0.2064) loss_rec_all: 0.2183 (0.2320) loss_rec_sfr: 0.2782 (0.3134) loss_cl: -0.2784 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [13:29:40.321376] Epoch: [75] [1560/2904] eta: 0:16:58 lr: 0.002387 loss: 0.1908 (0.2063) loss_rec_all: 0.2170 (0.2320) loss_rec_sfr: 0.2492 (0.3131) loss_cl: -0.2778 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [13:29:55.235578] Epoch: [75] [1580/2904] eta: 0:16:42 lr: 0.002387 loss: 0.2022 (0.2064) loss_rec_all: 0.2283 (0.2320) loss_rec_sfr: 0.2801 (0.3130) loss_cl: -0.2796 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [13:30:10.151736] Epoch: [75] [1600/2904] eta: 0:16:27 lr: 0.002387 loss: 0.1920 (0.2063) loss_rec_all: 0.2183 (0.2320) loss_rec_sfr: 0.2629 (0.3126) loss_cl: -0.2795 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [13:30:25.067502] Epoch: [75] [1620/2904] eta: 0:16:12 lr: 0.002387 loss: 0.1985 (0.2063) loss_rec_all: 0.2244 (0.2320) loss_rec_sfr: 0.2853 (0.3126) loss_cl: -0.2795 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [13:30:39.985482] Epoch: [75] [1640/2904] eta: 0:15:56 lr: 0.002387 loss: 0.1952 (0.2063) loss_rec_all: 0.2214 (0.2320) loss_rec_sfr: 0.2882 (0.3127) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [13:30:54.904707] Epoch: [75] [1660/2904] eta: 0:15:41 lr: 0.002387 loss: 0.1985 (0.2062) loss_rec_all: 0.2244 (0.2319) loss_rec_sfr: 0.2899 (0.3125) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [13:31:09.822103] Epoch: [75] [1680/2904] eta: 0:15:26 lr: 0.002387 loss: 0.1928 (0.2062) loss_rec_all: 0.2186 (0.2319) loss_rec_sfr: 0.2601 (0.3122) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [13:31:24.737528] Epoch: [75] [1700/2904] eta: 0:15:10 lr: 0.002387 loss: 0.1905 (0.2060) loss_rec_all: 0.2166 (0.2317) loss_rec_sfr: 0.2812 (0.3119) loss_cl: -0.2782 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [13:31:39.648231] Epoch: [75] [1720/2904] eta: 0:14:55 lr: 0.002387 loss: 0.1941 (0.2061) loss_rec_all: 0.2201 (0.2318) loss_rec_sfr: 0.3023 (0.3121) loss_cl: -0.2785 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [13:31:54.558101] Epoch: [75] [1740/2904] eta: 0:14:40 lr: 0.002387 loss: 0.1947 (0.2061) loss_rec_all: 0.2209 (0.2318) loss_rec_sfr: 0.2905 (0.3121) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [13:32:09.475710] Epoch: [75] [1760/2904] eta: 0:14:25 lr: 0.002387 loss: 0.1952 (0.2061) loss_rec_all: 0.2211 (0.2318) loss_rec_sfr: 0.2716 (0.3120) loss_cl: -0.2797 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [13:32:24.392835] Epoch: [75] [1780/2904] eta: 0:14:09 lr: 0.002387 loss: 0.1946 (0.2061) loss_rec_all: 0.2208 (0.2317) loss_rec_sfr: 0.2839 (0.3118) loss_cl: -0.2796 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [13:32:39.304354] Epoch: [75] [1800/2904] eta: 0:13:54 lr: 0.002387 loss: 0.1970 (0.2061) loss_rec_all: 0.2228 (0.2318) loss_rec_sfr: 0.2999 (0.3120) loss_cl: -0.2785 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [13:32:54.218559] Epoch: [75] [1820/2904] eta: 0:13:39 lr: 0.002387 loss: 0.1958 (0.2062) loss_rec_all: 0.2221 (0.2319) loss_rec_sfr: 0.2894 (0.3122) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [13:33:09.131853] Epoch: [75] [1840/2904] eta: 0:13:24 lr: 0.002387 loss: 0.1919 (0.2061) loss_rec_all: 0.2177 (0.2318) loss_rec_sfr: 0.2862 (0.3121) loss_cl: -0.2797 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [13:33:24.050536] Epoch: [75] [1860/2904] eta: 0:13:08 lr: 0.002387 loss: 0.1927 (0.2061) loss_rec_all: 0.2187 (0.2318) loss_rec_sfr: 0.2879 (0.3121) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [13:33:38.973631] Epoch: [75] [1880/2904] eta: 0:12:53 lr: 0.002387 loss: 0.2003 (0.2061) loss_rec_all: 0.2262 (0.2318) loss_rec_sfr: 0.2785 (0.3119) loss_cl: -0.2787 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [13:33:53.896255] Epoch: [75] [1900/2904] eta: 0:12:38 lr: 0.002387 loss: 0.2017 (0.2061) loss_rec_all: 0.2272 (0.2318) loss_rec_sfr: 0.2827 (0.3117) loss_cl: -0.2787 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [13:34:08.815550] Epoch: [75] [1920/2904] eta: 0:12:23 lr: 0.002387 loss: 0.1948 (0.2061) loss_rec_all: 0.2208 (0.2317) loss_rec_sfr: 0.2842 (0.3116) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [13:34:23.730629] Epoch: [75] [1940/2904] eta: 0:12:08 lr: 0.002387 loss: 0.1953 (0.2060) loss_rec_all: 0.2216 (0.2317) loss_rec_sfr: 0.2905 (0.3114) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [13:34:38.648943] Epoch: [75] [1960/2904] eta: 0:11:52 lr: 0.002387 loss: 0.1967 (0.2060) loss_rec_all: 0.2224 (0.2317) loss_rec_sfr: 0.2825 (0.3113) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [13:34:53.557996] Epoch: [75] [1980/2904] eta: 0:11:37 lr: 0.002387 loss: 0.1931 (0.2060) loss_rec_all: 0.2194 (0.2317) loss_rec_sfr: 0.2994 (0.3115) loss_cl: -0.2786 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [13:35:08.467790] Epoch: [75] [2000/2904] eta: 0:11:22 lr: 0.002387 loss: 0.1991 (0.2061) loss_rec_all: 0.2247 (0.2318) loss_rec_sfr: 0.3045 (0.3119) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [13:35:23.383656] Epoch: [75] [2020/2904] eta: 0:11:07 lr: 0.002387 loss: 0.1928 (0.2061) loss_rec_all: 0.2190 (0.2318) loss_rec_sfr: 0.2993 (0.3119) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [13:35:38.304913] Epoch: [75] [2040/2904] eta: 0:10:52 lr: 0.002387 loss: 0.1977 (0.2061) loss_rec_all: 0.2237 (0.2318) loss_rec_sfr: 0.3002 (0.3120) loss_cl: -0.2784 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [13:35:53.217394] Epoch: [75] [2060/2904] eta: 0:10:36 lr: 0.002387 loss: 0.1925 (0.2060) loss_rec_all: 0.2184 (0.2317) loss_rec_sfr: 0.2527 (0.3116) loss_cl: -0.2778 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [13:36:08.133820] Epoch: [75] [2080/2904] eta: 0:10:21 lr: 0.002387 loss: 0.1896 (0.2059) loss_rec_all: 0.2157 (0.2316) loss_rec_sfr: 0.2717 (0.3113) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [13:36:23.041026] Epoch: [75] [2100/2904] eta: 0:10:06 lr: 0.002387 loss: 0.2081 (0.2061) loss_rec_all: 0.2339 (0.2318) loss_rec_sfr: 0.3030 (0.3119) loss_cl: -0.2784 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [13:36:37.952403] Epoch: [75] [2120/2904] eta: 0:09:51 lr: 0.002387 loss: 0.1946 (0.2060) loss_rec_all: 0.2208 (0.2317) loss_rec_sfr: 0.2710 (0.3116) loss_cl: -0.2797 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [13:36:52.869293] Epoch: [75] [2140/2904] eta: 0:09:36 lr: 0.002387 loss: 0.1946 (0.2060) loss_rec_all: 0.2208 (0.2317) loss_rec_sfr: 0.2818 (0.3117) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [13:37:07.783458] Epoch: [75] [2160/2904] eta: 0:09:21 lr: 0.002387 loss: 0.1969 (0.2060) loss_rec_all: 0.2228 (0.2317) loss_rec_sfr: 0.3011 (0.3117) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [13:37:22.703801] Epoch: [75] [2180/2904] eta: 0:09:06 lr: 0.002387 loss: 0.2057 (0.2061) loss_rec_all: 0.2317 (0.2318) loss_rec_sfr: 0.2875 (0.3120) loss_cl: -0.2792 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [13:37:37.626216] Epoch: [75] [2200/2904] eta: 0:08:50 lr: 0.002387 loss: 0.1980 (0.2062) loss_rec_all: 0.2238 (0.2319) loss_rec_sfr: 0.3120 (0.3122) loss_cl: -0.2789 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [13:37:52.547099] Epoch: [75] [2220/2904] eta: 0:08:35 lr: 0.002387 loss: 0.1931 (0.2062) loss_rec_all: 0.2186 (0.2319) loss_rec_sfr: 0.3062 (0.3122) loss_cl: -0.2782 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [13:38:07.460923] Epoch: [75] [2240/2904] eta: 0:08:20 lr: 0.002387 loss: 0.1952 (0.2061) loss_rec_all: 0.2213 (0.2318) loss_rec_sfr: 0.2876 (0.3120) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [13:38:22.374403] Epoch: [75] [2260/2904] eta: 0:08:05 lr: 0.002387 loss: 0.1969 (0.2061) loss_rec_all: 0.2225 (0.2318) loss_rec_sfr: 0.3109 (0.3122) loss_cl: -0.2782 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [13:38:37.291515] Epoch: [75] [2280/2904] eta: 0:07:50 lr: 0.002387 loss: 0.1984 (0.2061) loss_rec_all: 0.2242 (0.2318) loss_rec_sfr: 0.2984 (0.3122) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [13:38:52.207569] Epoch: [75] [2300/2904] eta: 0:07:35 lr: 0.002387 loss: 0.1964 (0.2062) loss_rec_all: 0.2218 (0.2319) loss_rec_sfr: 0.2946 (0.3124) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [13:39:07.125071] Epoch: [75] [2320/2904] eta: 0:07:20 lr: 0.002387 loss: 0.1971 (0.2062) loss_rec_all: 0.2233 (0.2319) loss_rec_sfr: 0.2788 (0.3124) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [13:39:22.038555] Epoch: [75] [2340/2904] eta: 0:07:05 lr: 0.002387 loss: 0.1965 (0.2062) loss_rec_all: 0.2221 (0.2319) loss_rec_sfr: 0.3101 (0.3125) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [13:39:36.954308] Epoch: [75] [2360/2904] eta: 0:06:49 lr: 0.002387 loss: 0.1954 (0.2062) loss_rec_all: 0.2211 (0.2319) loss_rec_sfr: 0.3013 (0.3127) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [13:39:51.873571] Epoch: [75] [2380/2904] eta: 0:06:34 lr: 0.002387 loss: 0.1937 (0.2062) loss_rec_all: 0.2194 (0.2319) loss_rec_sfr: 0.2915 (0.3126) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [13:40:06.777953] Epoch: [75] [2400/2904] eta: 0:06:19 lr: 0.002387 loss: 0.1964 (0.2062) loss_rec_all: 0.2224 (0.2319) loss_rec_sfr: 0.3083 (0.3128) loss_cl: -0.2797 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [13:40:21.705239] Epoch: [75] [2420/2904] eta: 0:06:04 lr: 0.002387 loss: 0.1935 (0.2062) loss_rec_all: 0.2193 (0.2319) loss_rec_sfr: 0.2869 (0.3128) loss_cl: -0.2790 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [13:40:36.625151] Epoch: [75] [2440/2904] eta: 0:05:49 lr: 0.002387 loss: 0.1921 (0.2062) loss_rec_all: 0.2178 (0.2319) loss_rec_sfr: 0.2981 (0.3126) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [13:40:51.544153] Epoch: [75] [2460/2904] eta: 0:05:34 lr: 0.002387 loss: 0.1941 (0.2062) loss_rec_all: 0.2203 (0.2319) loss_rec_sfr: 0.2660 (0.3127) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [13:41:06.468665] Epoch: [75] [2480/2904] eta: 0:05:19 lr: 0.002387 loss: 0.1949 (0.2062) loss_rec_all: 0.2207 (0.2319) loss_rec_sfr: 0.2836 (0.3126) loss_cl: -0.2790 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [13:41:21.389953] Epoch: [75] [2500/2904] eta: 0:05:04 lr: 0.002387 loss: 0.1977 (0.2063) loss_rec_all: 0.2232 (0.2320) loss_rec_sfr: 0.3168 (0.3131) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [13:41:36.308356] Epoch: [75] [2520/2904] eta: 0:04:49 lr: 0.002387 loss: 0.1964 (0.2063) loss_rec_all: 0.2223 (0.2320) loss_rec_sfr: 0.2841 (0.3130) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [13:41:51.227866] Epoch: [75] [2540/2904] eta: 0:04:34 lr: 0.002387 loss: 0.1913 (0.2063) loss_rec_all: 0.2173 (0.2320) loss_rec_sfr: 0.2815 (0.3129) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [13:42:06.143797] Epoch: [75] [2560/2904] eta: 0:04:19 lr: 0.002387 loss: 0.1938 (0.2062) loss_rec_all: 0.2194 (0.2319) loss_rec_sfr: 0.2776 (0.3129) loss_cl: -0.2781 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [13:42:21.060316] Epoch: [75] [2580/2904] eta: 0:04:03 lr: 0.002387 loss: 0.1986 (0.2063) loss_rec_all: 0.2246 (0.2320) loss_rec_sfr: 0.3019 (0.3130) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [13:42:35.977518] Epoch: [75] [2600/2904] eta: 0:03:48 lr: 0.002387 loss: 0.1948 (0.2063) loss_rec_all: 0.2207 (0.2320) loss_rec_sfr: 0.2921 (0.3130) loss_cl: -0.2794 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [13:42:50.895299] Epoch: [75] [2620/2904] eta: 0:03:33 lr: 0.002387 loss: 0.1923 (0.2063) loss_rec_all: 0.2181 (0.2320) loss_rec_sfr: 0.3034 (0.3132) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [13:43:05.811441] Epoch: [75] [2640/2904] eta: 0:03:18 lr: 0.002387 loss: 0.1931 (0.2063) loss_rec_all: 0.2188 (0.2320) loss_rec_sfr: 0.2968 (0.3132) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [13:43:20.727864] Epoch: [75] [2660/2904] eta: 0:03:03 lr: 0.002387 loss: 0.1934 (0.2063) loss_rec_all: 0.2190 (0.2320) loss_rec_sfr: 0.2831 (0.3131) loss_cl: -0.2779 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [13:43:35.647067] Epoch: [75] [2680/2904] eta: 0:02:48 lr: 0.002387 loss: 0.1958 (0.2063) loss_rec_all: 0.2215 (0.2319) loss_rec_sfr: 0.3035 (0.3130) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [13:43:50.566505] Epoch: [75] [2700/2904] eta: 0:02:33 lr: 0.002387 loss: 0.1928 (0.2062) loss_rec_all: 0.2186 (0.2319) loss_rec_sfr: 0.2886 (0.3129) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [13:44:05.492555] Epoch: [75] [2720/2904] eta: 0:02:18 lr: 0.002387 loss: 0.1908 (0.2061) loss_rec_all: 0.2170 (0.2318) loss_rec_sfr: 0.2553 (0.3126) loss_cl: -0.2796 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [13:44:20.438828] Epoch: [75] [2740/2904] eta: 0:02:03 lr: 0.002387 loss: 0.1958 (0.2061) loss_rec_all: 0.2214 (0.2318) loss_rec_sfr: 0.2781 (0.3126) loss_cl: -0.2787 (-0.2788) time: 0.7473 data: 0.0002 max mem: 29860 [13:44:35.357540] Epoch: [75] [2760/2904] eta: 0:01:48 lr: 0.002387 loss: 0.1958 (0.2061) loss_rec_all: 0.2214 (0.2318) loss_rec_sfr: 0.3002 (0.3126) loss_cl: -0.2781 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [13:44:50.275164] Epoch: [75] [2780/2904] eta: 0:01:33 lr: 0.002387 loss: 0.1952 (0.2061) loss_rec_all: 0.2212 (0.2318) loss_rec_sfr: 0.2898 (0.3126) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [13:45:05.193391] Epoch: [75] [2800/2904] eta: 0:01:18 lr: 0.002387 loss: 0.2008 (0.2061) loss_rec_all: 0.2265 (0.2318) loss_rec_sfr: 0.2839 (0.3126) loss_cl: -0.2794 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [13:45:20.111909] Epoch: [75] [2820/2904] eta: 0:01:03 lr: 0.002387 loss: 0.1929 (0.2061) loss_rec_all: 0.2187 (0.2318) loss_rec_sfr: 0.2800 (0.3125) loss_cl: -0.2783 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [13:45:35.056724] Epoch: [75] [2840/2904] eta: 0:00:48 lr: 0.002387 loss: 0.1936 (0.2061) loss_rec_all: 0.2201 (0.2318) loss_rec_sfr: 0.3042 (0.3126) loss_cl: -0.2790 (-0.2788) time: 0.7472 data: 0.0023 max mem: 29860 [13:45:49.957864] Epoch: [75] [2860/2904] eta: 0:00:33 lr: 0.002387 loss: 0.1942 (0.2061) loss_rec_all: 0.2203 (0.2318) loss_rec_sfr: 0.2989 (0.3125) loss_cl: -0.2788 (-0.2788) time: 0.7450 data: 0.0001 max mem: 29860 [13:46:04.857181] Epoch: [75] [2880/2904] eta: 0:00:18 lr: 0.002387 loss: 0.2022 (0.2061) loss_rec_all: 0.2278 (0.2318) loss_rec_sfr: 0.2840 (0.3125) loss_cl: -0.2785 (-0.2788) time: 0.7449 data: 0.0001 max mem: 29860 [13:46:19.760124] Epoch: [75] [2900/2904] eta: 0:00:03 lr: 0.002387 loss: 0.1945 (0.2061) loss_rec_all: 0.2204 (0.2318) loss_rec_sfr: 0.2712 (0.3124) loss_cl: -0.2786 (-0.2788) time: 0.7451 data: 0.0001 max mem: 29860 [13:46:22.002161] Epoch: [75] [2903/2904] eta: 0:00:00 lr: 0.002387 loss: 0.1945 (0.2061) loss_rec_all: 0.2204 (0.2318) loss_rec_sfr: 0.2663 (0.3124) loss_cl: -0.2787 (-0.2788) time: 0.7450 data: 0.0001 max mem: 29860 [13:46:24.079515] Epoch: [75] Total time: 0:36:26 (0.7529 s / it) [13:46:24.084861] Averaged stats: lr: 0.002387 loss: 0.1945 (0.2080) loss_rec_all: 0.2204 (0.2314) loss_rec_sfr: 0.2663 (0.3109) loss_cl: -0.2787 (-0.2555) [13:46:24.089546] log_dir: ./checkpoint/VF2_ViT-B [13:46:42.904575] Epoch: [76] [ 0/2904] eta: 15:10:34 lr: 0.002387 loss: 0.2009 (0.2009) loss_rec_all: 0.2267 (0.2267) loss_rec_sfr: 0.2773 (0.2773) loss_cl: -0.2781 (-0.2781) time: 18.8137 data: 9.1623 max mem: 29860 [13:46:59.163744] Epoch: [76] [ 20/2904] eta: 1:20:16 lr: 0.002387 loss: 0.1958 (0.2037) loss_rec_all: 0.2219 (0.2295) loss_rec_sfr: 0.2848 (0.3024) loss_cl: -0.2788 (-0.2788) time: 0.8129 data: 0.0692 max mem: 29860 [13:47:14.045804] Epoch: [76] [ 40/2904] eta: 0:58:09 lr: 0.002387 loss: 0.1919 (0.1999) loss_rec_all: 0.2177 (0.2257) loss_rec_sfr: 0.2811 (0.2926) loss_cl: -0.2785 (-0.2787) time: 0.7441 data: 0.0002 max mem: 29860 [13:47:28.931967] Epoch: [76] [ 60/2904] eta: 0:50:22 lr: 0.002387 loss: 0.1973 (0.2006) loss_rec_all: 0.2232 (0.2264) loss_rec_sfr: 0.2683 (0.2912) loss_cl: -0.2791 (-0.2789) time: 0.7443 data: 0.0002 max mem: 29860 [13:47:43.824051] Epoch: [76] [ 80/2904] eta: 0:46:19 lr: 0.002387 loss: 0.1994 (0.2043) loss_rec_all: 0.2252 (0.2301) loss_rec_sfr: 0.2929 (0.2999) loss_cl: -0.2791 (-0.2789) time: 0.7446 data: 0.0002 max mem: 29860 [13:47:58.729822] Epoch: [76] [ 100/2904] eta: 0:43:47 lr: 0.002387 loss: 0.1970 (0.2056) loss_rec_all: 0.2231 (0.2314) loss_rec_sfr: 0.2972 (0.3054) loss_cl: -0.2788 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [13:48:13.647458] Epoch: [76] [ 120/2904] eta: 0:42:00 lr: 0.002387 loss: 0.1915 (0.2039) loss_rec_all: 0.2173 (0.2297) loss_rec_sfr: 0.2945 (0.3020) loss_cl: -0.2798 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [13:48:28.566004] Epoch: [76] [ 140/2904] eta: 0:40:39 lr: 0.002387 loss: 0.1911 (0.2031) loss_rec_all: 0.2174 (0.2289) loss_rec_sfr: 0.2486 (0.2992) loss_cl: -0.2793 (-0.2790) time: 0.7459 data: 0.0002 max mem: 29860 [13:48:43.500838] Epoch: [76] [ 160/2904] eta: 0:39:35 lr: 0.002387 loss: 0.1955 (0.2038) loss_rec_all: 0.2214 (0.2295) loss_rec_sfr: 0.2861 (0.3011) loss_cl: -0.2792 (-0.2789) time: 0.7467 data: 0.0002 max mem: 29860 [13:48:58.451217] Epoch: [76] [ 180/2904] eta: 0:38:42 lr: 0.002387 loss: 0.1974 (0.2040) loss_rec_all: 0.2231 (0.2298) loss_rec_sfr: 0.2764 (0.3013) loss_cl: -0.2782 (-0.2788) time: 0.7475 data: 0.0002 max mem: 29860 [13:49:13.377976] Epoch: [76] [ 200/2904] eta: 0:37:57 lr: 0.002387 loss: 0.1924 (0.2030) loss_rec_all: 0.2186 (0.2288) loss_rec_sfr: 0.2714 (0.2988) loss_cl: -0.2788 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [13:49:28.441400] Epoch: [76] [ 220/2904] eta: 0:37:18 lr: 0.002387 loss: 0.1990 (0.2032) loss_rec_all: 0.2245 (0.2290) loss_rec_sfr: 0.2961 (0.3000) loss_cl: -0.2786 (-0.2788) time: 0.7531 data: 0.0002 max mem: 29860 [13:49:43.364612] Epoch: [76] [ 240/2904] eta: 0:36:42 lr: 0.002387 loss: 0.1928 (0.2027) loss_rec_all: 0.2185 (0.2285) loss_rec_sfr: 0.2800 (0.2988) loss_cl: -0.2792 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [13:49:58.285539] Epoch: [76] [ 260/2904] eta: 0:36:09 lr: 0.002387 loss: 0.1947 (0.2027) loss_rec_all: 0.2209 (0.2285) loss_rec_sfr: 0.2729 (0.2991) loss_cl: -0.2797 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [13:50:13.209781] Epoch: [76] [ 280/2904] eta: 0:35:39 lr: 0.002387 loss: 0.1967 (0.2036) loss_rec_all: 0.2225 (0.2293) loss_rec_sfr: 0.3055 (0.3026) loss_cl: -0.2797 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [13:50:28.132161] Epoch: [76] [ 300/2904] eta: 0:35:11 lr: 0.002387 loss: 0.1953 (0.2037) loss_rec_all: 0.2214 (0.2295) loss_rec_sfr: 0.2787 (0.3023) loss_cl: -0.2781 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [13:50:43.081661] Epoch: [76] [ 320/2904] eta: 0:34:44 lr: 0.002387 loss: 0.1980 (0.2041) loss_rec_all: 0.2239 (0.2299) loss_rec_sfr: 0.2837 (0.3036) loss_cl: -0.2778 (-0.2788) time: 0.7474 data: 0.0002 max mem: 29860 [13:50:58.011855] Epoch: [76] [ 340/2904] eta: 0:34:19 lr: 0.002387 loss: 0.1994 (0.2045) loss_rec_all: 0.2252 (0.2302) loss_rec_sfr: 0.2869 (0.3048) loss_cl: -0.2788 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [13:51:13.065206] Epoch: [76] [ 360/2904] eta: 0:33:56 lr: 0.002387 loss: 0.1939 (0.2046) loss_rec_all: 0.2198 (0.2303) loss_rec_sfr: 0.3002 (0.3056) loss_cl: -0.2795 (-0.2789) time: 0.7526 data: 0.0002 max mem: 29860 [13:51:27.986645] Epoch: [76] [ 380/2904] eta: 0:33:33 lr: 0.002387 loss: 0.1934 (0.2047) loss_rec_all: 0.2196 (0.2304) loss_rec_sfr: 0.2773 (0.3054) loss_cl: -0.2783 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [13:51:42.919740] Epoch: [76] [ 400/2904] eta: 0:33:10 lr: 0.002387 loss: 0.1951 (0.2048) loss_rec_all: 0.2207 (0.2305) loss_rec_sfr: 0.2805 (0.3053) loss_cl: -0.2789 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [13:51:57.847663] Epoch: [76] [ 420/2904] eta: 0:32:49 lr: 0.002387 loss: 0.1930 (0.2047) loss_rec_all: 0.2194 (0.2305) loss_rec_sfr: 0.2520 (0.3049) loss_cl: -0.2795 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [13:52:12.774691] Epoch: [76] [ 440/2904] eta: 0:32:28 lr: 0.002387 loss: 0.1914 (0.2044) loss_rec_all: 0.2172 (0.2301) loss_rec_sfr: 0.2809 (0.3043) loss_cl: -0.2788 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [13:52:27.695635] Epoch: [76] [ 460/2904] eta: 0:32:07 lr: 0.002387 loss: 0.1932 (0.2044) loss_rec_all: 0.2194 (0.2302) loss_rec_sfr: 0.2724 (0.3045) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [13:52:42.616351] Epoch: [76] [ 480/2904] eta: 0:31:47 lr: 0.002387 loss: 0.1933 (0.2044) loss_rec_all: 0.2189 (0.2301) loss_rec_sfr: 0.2982 (0.3048) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [13:52:57.539291] Epoch: [76] [ 500/2904] eta: 0:31:27 lr: 0.002387 loss: 0.2009 (0.2047) loss_rec_all: 0.2266 (0.2305) loss_rec_sfr: 0.2875 (0.3060) loss_cl: -0.2788 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [13:53:12.461635] Epoch: [76] [ 520/2904] eta: 0:31:08 lr: 0.002387 loss: 0.1947 (0.2045) loss_rec_all: 0.2207 (0.2303) loss_rec_sfr: 0.2692 (0.3051) loss_cl: -0.2778 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [13:53:27.384487] Epoch: [76] [ 540/2904] eta: 0:30:49 lr: 0.002387 loss: 0.1941 (0.2043) loss_rec_all: 0.2203 (0.2301) loss_rec_sfr: 0.2638 (0.3045) loss_cl: -0.2791 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [13:53:42.317872] Epoch: [76] [ 560/2904] eta: 0:30:30 lr: 0.002387 loss: 0.1946 (0.2041) loss_rec_all: 0.2204 (0.2298) loss_rec_sfr: 0.2792 (0.3036) loss_cl: -0.2795 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [13:53:57.249196] Epoch: [76] [ 580/2904] eta: 0:30:12 lr: 0.002387 loss: 0.2016 (0.2045) loss_rec_all: 0.2275 (0.2302) loss_rec_sfr: 0.2886 (0.3047) loss_cl: -0.2789 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [13:54:12.180777] Epoch: [76] [ 600/2904] eta: 0:29:54 lr: 0.002387 loss: 0.1904 (0.2043) loss_rec_all: 0.2162 (0.2300) loss_rec_sfr: 0.2860 (0.3046) loss_cl: -0.2790 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [13:54:27.108999] Epoch: [76] [ 620/2904] eta: 0:29:36 lr: 0.002387 loss: 0.1932 (0.2042) loss_rec_all: 0.2187 (0.2299) loss_rec_sfr: 0.2807 (0.3046) loss_cl: -0.2790 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [13:54:42.043818] Epoch: [76] [ 640/2904] eta: 0:29:18 lr: 0.002387 loss: 0.1974 (0.2044) loss_rec_all: 0.2235 (0.2301) loss_rec_sfr: 0.2898 (0.3055) loss_cl: -0.2782 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [13:54:56.969802] Epoch: [76] [ 660/2904] eta: 0:29:01 lr: 0.002387 loss: 0.1932 (0.2046) loss_rec_all: 0.2190 (0.2303) loss_rec_sfr: 0.3024 (0.3064) loss_cl: -0.2786 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [13:55:11.893965] Epoch: [76] [ 680/2904] eta: 0:28:43 lr: 0.002387 loss: 0.1936 (0.2045) loss_rec_all: 0.2196 (0.2303) loss_rec_sfr: 0.2943 (0.3065) loss_cl: -0.2786 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [13:55:26.815755] Epoch: [76] [ 700/2904] eta: 0:28:26 lr: 0.002387 loss: 0.1920 (0.2045) loss_rec_all: 0.2183 (0.2302) loss_rec_sfr: 0.3019 (0.3067) loss_cl: -0.2783 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [13:55:41.742035] Epoch: [76] [ 720/2904] eta: 0:28:09 lr: 0.002387 loss: 0.1982 (0.2047) loss_rec_all: 0.2243 (0.2305) loss_rec_sfr: 0.3000 (0.3074) loss_cl: -0.2789 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [13:55:56.668809] Epoch: [76] [ 740/2904] eta: 0:27:52 lr: 0.002387 loss: 0.1995 (0.2049) loss_rec_all: 0.2258 (0.2306) loss_rec_sfr: 0.3070 (0.3082) loss_cl: -0.2790 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [13:56:11.600716] Epoch: [76] [ 760/2904] eta: 0:27:35 lr: 0.002387 loss: 0.1974 (0.2051) loss_rec_all: 0.2231 (0.2308) loss_rec_sfr: 0.2947 (0.3087) loss_cl: -0.2786 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [13:56:26.520828] Epoch: [76] [ 780/2904] eta: 0:27:18 lr: 0.002387 loss: 0.2000 (0.2053) loss_rec_all: 0.2257 (0.2310) loss_rec_sfr: 0.3031 (0.3092) loss_cl: -0.2784 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [13:56:41.443489] Epoch: [76] [ 800/2904] eta: 0:27:01 lr: 0.002387 loss: 0.1943 (0.2054) loss_rec_all: 0.2205 (0.2311) loss_rec_sfr: 0.2571 (0.3095) loss_cl: -0.2789 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [13:56:56.365259] Epoch: [76] [ 820/2904] eta: 0:26:44 lr: 0.002387 loss: 0.1978 (0.2057) loss_rec_all: 0.2236 (0.2314) loss_rec_sfr: 0.2908 (0.3102) loss_cl: -0.2784 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [13:57:11.291591] Epoch: [76] [ 840/2904] eta: 0:26:28 lr: 0.002387 loss: 0.1955 (0.2057) loss_rec_all: 0.2217 (0.2314) loss_rec_sfr: 0.2879 (0.3104) loss_cl: -0.2800 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [13:57:26.219396] Epoch: [76] [ 860/2904] eta: 0:26:11 lr: 0.002387 loss: 0.1906 (0.2055) loss_rec_all: 0.2169 (0.2313) loss_rec_sfr: 0.2567 (0.3098) loss_cl: -0.2782 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [13:57:41.147736] Epoch: [76] [ 880/2904] eta: 0:25:55 lr: 0.002387 loss: 0.1918 (0.2054) loss_rec_all: 0.2176 (0.2312) loss_rec_sfr: 0.2552 (0.3094) loss_cl: -0.2778 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [13:57:56.068646] Epoch: [76] [ 900/2904] eta: 0:25:39 lr: 0.002387 loss: 0.1964 (0.2053) loss_rec_all: 0.2220 (0.2311) loss_rec_sfr: 0.2796 (0.3090) loss_cl: -0.2779 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [13:58:10.993991] Epoch: [76] [ 920/2904] eta: 0:25:22 lr: 0.002387 loss: 0.1959 (0.2053) loss_rec_all: 0.2216 (0.2311) loss_rec_sfr: 0.2931 (0.3091) loss_cl: -0.2781 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [13:58:25.917064] Epoch: [76] [ 940/2904] eta: 0:25:06 lr: 0.002386 loss: 0.1909 (0.2055) loss_rec_all: 0.2171 (0.2312) loss_rec_sfr: 0.2804 (0.3095) loss_cl: -0.2785 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [13:58:40.839563] Epoch: [76] [ 960/2904] eta: 0:24:50 lr: 0.002386 loss: 0.2061 (0.2057) loss_rec_all: 0.2321 (0.2314) loss_rec_sfr: 0.2872 (0.3098) loss_cl: -0.2787 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [13:58:55.761894] Epoch: [76] [ 980/2904] eta: 0:24:34 lr: 0.002386 loss: 0.1957 (0.2058) loss_rec_all: 0.2222 (0.2315) loss_rec_sfr: 0.3055 (0.3104) loss_cl: -0.2800 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [13:59:10.683263] Epoch: [76] [1000/2904] eta: 0:24:18 lr: 0.002386 loss: 0.1957 (0.2058) loss_rec_all: 0.2214 (0.2315) loss_rec_sfr: 0.3027 (0.3105) loss_cl: -0.2789 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [13:59:25.607643] Epoch: [76] [1020/2904] eta: 0:24:02 lr: 0.002386 loss: 0.1951 (0.2058) loss_rec_all: 0.2204 (0.2315) loss_rec_sfr: 0.2859 (0.3108) loss_cl: -0.2779 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [13:59:40.533577] Epoch: [76] [1040/2904] eta: 0:23:46 lr: 0.002386 loss: 0.1986 (0.2059) loss_rec_all: 0.2246 (0.2316) loss_rec_sfr: 0.2832 (0.3108) loss_cl: -0.2780 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [13:59:55.462548] Epoch: [76] [1060/2904] eta: 0:23:30 lr: 0.002386 loss: 0.1905 (0.2058) loss_rec_all: 0.2162 (0.2315) loss_rec_sfr: 0.2521 (0.3105) loss_cl: -0.2790 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [14:00:10.392255] Epoch: [76] [1080/2904] eta: 0:23:14 lr: 0.002386 loss: 0.2019 (0.2060) loss_rec_all: 0.2280 (0.2317) loss_rec_sfr: 0.3185 (0.3111) loss_cl: -0.2796 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [14:00:25.324657] Epoch: [76] [1100/2904] eta: 0:22:58 lr: 0.002386 loss: 0.1939 (0.2060) loss_rec_all: 0.2195 (0.2317) loss_rec_sfr: 0.2958 (0.3112) loss_cl: -0.2788 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [14:00:40.248920] Epoch: [76] [1120/2904] eta: 0:22:42 lr: 0.002386 loss: 0.1962 (0.2060) loss_rec_all: 0.2220 (0.2317) loss_rec_sfr: 0.2795 (0.3113) loss_cl: -0.2781 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [14:00:55.175903] Epoch: [76] [1140/2904] eta: 0:22:26 lr: 0.002386 loss: 0.1930 (0.2060) loss_rec_all: 0.2191 (0.2317) loss_rec_sfr: 0.2546 (0.3111) loss_cl: -0.2772 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [14:01:10.095451] Epoch: [76] [1160/2904] eta: 0:22:10 lr: 0.002386 loss: 0.1940 (0.2059) loss_rec_all: 0.2200 (0.2316) loss_rec_sfr: 0.2772 (0.3108) loss_cl: -0.2792 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [14:01:25.012822] Epoch: [76] [1180/2904] eta: 0:21:55 lr: 0.002386 loss: 0.1933 (0.2058) loss_rec_all: 0.2190 (0.2315) loss_rec_sfr: 0.2869 (0.3105) loss_cl: -0.2810 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [14:01:39.930560] Epoch: [76] [1200/2904] eta: 0:21:39 lr: 0.002386 loss: 0.1899 (0.2056) loss_rec_all: 0.2161 (0.2313) loss_rec_sfr: 0.2641 (0.3100) loss_cl: -0.2789 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [14:01:54.850879] Epoch: [76] [1220/2904] eta: 0:21:23 lr: 0.002386 loss: 0.1923 (0.2056) loss_rec_all: 0.2185 (0.2313) loss_rec_sfr: 0.2929 (0.3100) loss_cl: -0.2789 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [14:02:09.769390] Epoch: [76] [1240/2904] eta: 0:21:07 lr: 0.002386 loss: 0.1937 (0.2055) loss_rec_all: 0.2200 (0.2312) loss_rec_sfr: 0.2702 (0.3097) loss_cl: -0.2786 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [14:02:24.688645] Epoch: [76] [1260/2904] eta: 0:20:52 lr: 0.002386 loss: 0.1952 (0.2056) loss_rec_all: 0.2210 (0.2313) loss_rec_sfr: 0.3034 (0.3100) loss_cl: -0.2789 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [14:02:39.615643] Epoch: [76] [1280/2904] eta: 0:20:36 lr: 0.002386 loss: 0.1978 (0.2056) loss_rec_all: 0.2237 (0.2313) loss_rec_sfr: 0.2741 (0.3099) loss_cl: -0.2788 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [14:02:54.537259] Epoch: [76] [1300/2904] eta: 0:20:21 lr: 0.002386 loss: 0.2018 (0.2058) loss_rec_all: 0.2274 (0.2315) loss_rec_sfr: 0.3014 (0.3105) loss_cl: -0.2777 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [14:03:09.462251] Epoch: [76] [1320/2904] eta: 0:20:05 lr: 0.002386 loss: 0.1962 (0.2058) loss_rec_all: 0.2222 (0.2315) loss_rec_sfr: 0.2795 (0.3106) loss_cl: -0.2789 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [14:03:24.384928] Epoch: [76] [1340/2904] eta: 0:19:49 lr: 0.002386 loss: 0.1944 (0.2057) loss_rec_all: 0.2202 (0.2314) loss_rec_sfr: 0.2773 (0.3102) loss_cl: -0.2779 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [14:03:39.309095] Epoch: [76] [1360/2904] eta: 0:19:34 lr: 0.002386 loss: 0.1988 (0.2057) loss_rec_all: 0.2244 (0.2314) loss_rec_sfr: 0.2928 (0.3102) loss_cl: -0.2786 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [14:03:54.229341] Epoch: [76] [1380/2904] eta: 0:19:18 lr: 0.002386 loss: 0.2018 (0.2059) loss_rec_all: 0.2276 (0.2316) loss_rec_sfr: 0.2767 (0.3105) loss_cl: -0.2781 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [14:04:09.153578] Epoch: [76] [1400/2904] eta: 0:19:03 lr: 0.002386 loss: 0.1926 (0.2058) loss_rec_all: 0.2184 (0.2315) loss_rec_sfr: 0.2952 (0.3104) loss_cl: -0.2796 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [14:04:24.073071] Epoch: [76] [1420/2904] eta: 0:18:47 lr: 0.002386 loss: 0.1956 (0.2059) loss_rec_all: 0.2217 (0.2316) loss_rec_sfr: 0.2916 (0.3106) loss_cl: -0.2803 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [14:04:38.993108] Epoch: [76] [1440/2904] eta: 0:18:32 lr: 0.002386 loss: 0.1992 (0.2060) loss_rec_all: 0.2249 (0.2317) loss_rec_sfr: 0.3169 (0.3112) loss_cl: -0.2782 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [14:04:53.913770] Epoch: [76] [1460/2904] eta: 0:18:16 lr: 0.002386 loss: 0.1969 (0.2060) loss_rec_all: 0.2226 (0.2317) loss_rec_sfr: 0.2786 (0.3110) loss_cl: -0.2785 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [14:05:08.836712] Epoch: [76] [1480/2904] eta: 0:18:01 lr: 0.002386 loss: 0.1951 (0.2059) loss_rec_all: 0.2208 (0.2316) loss_rec_sfr: 0.2786 (0.3107) loss_cl: -0.2790 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [14:05:23.755149] Epoch: [76] [1500/2904] eta: 0:17:45 lr: 0.002386 loss: 0.1962 (0.2058) loss_rec_all: 0.2222 (0.2315) loss_rec_sfr: 0.2859 (0.3106) loss_cl: -0.2791 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [14:05:38.678566] Epoch: [76] [1520/2904] eta: 0:17:30 lr: 0.002386 loss: 0.1990 (0.2060) loss_rec_all: 0.2247 (0.2317) loss_rec_sfr: 0.3117 (0.3112) loss_cl: -0.2788 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [14:05:53.606249] Epoch: [76] [1540/2904] eta: 0:17:15 lr: 0.002386 loss: 0.1992 (0.2060) loss_rec_all: 0.2250 (0.2317) loss_rec_sfr: 0.2920 (0.3113) loss_cl: -0.2785 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [14:06:08.525237] Epoch: [76] [1560/2904] eta: 0:16:59 lr: 0.002386 loss: 0.2026 (0.2061) loss_rec_all: 0.2281 (0.2318) loss_rec_sfr: 0.2941 (0.3117) loss_cl: -0.2789 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [14:06:23.447680] Epoch: [76] [1580/2904] eta: 0:16:44 lr: 0.002386 loss: 0.1941 (0.2061) loss_rec_all: 0.2200 (0.2318) loss_rec_sfr: 0.2916 (0.3117) loss_cl: -0.2780 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [14:06:38.372729] Epoch: [76] [1600/2904] eta: 0:16:28 lr: 0.002386 loss: 0.1957 (0.2061) loss_rec_all: 0.2215 (0.2318) loss_rec_sfr: 0.2954 (0.3118) loss_cl: -0.2789 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [14:06:53.297107] Epoch: [76] [1620/2904] eta: 0:16:13 lr: 0.002386 loss: 0.1969 (0.2061) loss_rec_all: 0.2227 (0.2318) loss_rec_sfr: 0.2809 (0.3117) loss_cl: -0.2793 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [14:07:08.221110] Epoch: [76] [1640/2904] eta: 0:15:58 lr: 0.002386 loss: 0.1926 (0.2060) loss_rec_all: 0.2183 (0.2317) loss_rec_sfr: 0.2690 (0.3113) loss_cl: -0.2786 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [14:07:23.145018] Epoch: [76] [1660/2904] eta: 0:15:42 lr: 0.002386 loss: 0.2013 (0.2062) loss_rec_all: 0.2270 (0.2318) loss_rec_sfr: 0.3256 (0.3120) loss_cl: -0.2782 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [14:07:38.068595] Epoch: [76] [1680/2904] eta: 0:15:27 lr: 0.002386 loss: 0.2011 (0.2063) loss_rec_all: 0.2268 (0.2319) loss_rec_sfr: 0.2959 (0.3123) loss_cl: -0.2788 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [14:07:52.993030] Epoch: [76] [1700/2904] eta: 0:15:12 lr: 0.002386 loss: 0.1949 (0.2062) loss_rec_all: 0.2209 (0.2319) loss_rec_sfr: 0.2950 (0.3122) loss_cl: -0.2795 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [14:08:07.912772] Epoch: [76] [1720/2904] eta: 0:14:56 lr: 0.002386 loss: 0.1931 (0.2063) loss_rec_all: 0.2193 (0.2319) loss_rec_sfr: 0.2941 (0.3122) loss_cl: -0.2781 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [14:08:22.832539] Epoch: [76] [1740/2904] eta: 0:14:41 lr: 0.002386 loss: 0.2019 (0.2063) loss_rec_all: 0.2275 (0.2320) loss_rec_sfr: 0.2906 (0.3124) loss_cl: -0.2784 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [14:08:37.756439] Epoch: [76] [1760/2904] eta: 0:14:26 lr: 0.002386 loss: 0.1946 (0.2063) loss_rec_all: 0.2203 (0.2320) loss_rec_sfr: 0.2843 (0.3123) loss_cl: -0.2792 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [14:08:52.679670] Epoch: [76] [1780/2904] eta: 0:14:11 lr: 0.002386 loss: 0.1968 (0.2062) loss_rec_all: 0.2225 (0.2319) loss_rec_sfr: 0.2962 (0.3121) loss_cl: -0.2785 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [14:09:07.598676] Epoch: [76] [1800/2904] eta: 0:13:55 lr: 0.002386 loss: 0.1953 (0.2062) loss_rec_all: 0.2210 (0.2319) loss_rec_sfr: 0.2849 (0.3120) loss_cl: -0.2789 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [14:09:22.513319] Epoch: [76] [1820/2904] eta: 0:13:40 lr: 0.002386 loss: 0.1928 (0.2061) loss_rec_all: 0.2190 (0.2318) loss_rec_sfr: 0.2779 (0.3118) loss_cl: -0.2790 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [14:09:37.423437] Epoch: [76] [1840/2904] eta: 0:13:25 lr: 0.002386 loss: 0.1966 (0.2062) loss_rec_all: 0.2222 (0.2318) loss_rec_sfr: 0.3020 (0.3119) loss_cl: -0.2779 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [14:09:52.338996] Epoch: [76] [1860/2904] eta: 0:13:09 lr: 0.002386 loss: 0.1945 (0.2061) loss_rec_all: 0.2201 (0.2318) loss_rec_sfr: 0.2964 (0.3119) loss_cl: -0.2782 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [14:10:07.258670] Epoch: [76] [1880/2904] eta: 0:12:54 lr: 0.002386 loss: 0.1930 (0.2060) loss_rec_all: 0.2189 (0.2317) loss_rec_sfr: 0.2852 (0.3116) loss_cl: -0.2790 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [14:10:22.175896] Epoch: [76] [1900/2904] eta: 0:12:39 lr: 0.002386 loss: 0.1961 (0.2061) loss_rec_all: 0.2221 (0.2317) loss_rec_sfr: 0.2858 (0.3116) loss_cl: -0.2798 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [14:10:37.092870] Epoch: [76] [1920/2904] eta: 0:12:24 lr: 0.002386 loss: 0.1927 (0.2060) loss_rec_all: 0.2189 (0.2317) loss_rec_sfr: 0.2573 (0.3115) loss_cl: -0.2795 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [14:10:52.007965] Epoch: [76] [1940/2904] eta: 0:12:09 lr: 0.002386 loss: 0.1913 (0.2060) loss_rec_all: 0.2172 (0.2317) loss_rec_sfr: 0.2873 (0.3114) loss_cl: -0.2791 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [14:11:06.925653] Epoch: [76] [1960/2904] eta: 0:11:53 lr: 0.002386 loss: 0.1966 (0.2060) loss_rec_all: 0.2222 (0.2317) loss_rec_sfr: 0.2757 (0.3114) loss_cl: -0.2783 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [14:11:21.843345] Epoch: [76] [1980/2904] eta: 0:11:38 lr: 0.002386 loss: 0.1949 (0.2060) loss_rec_all: 0.2209 (0.2317) loss_rec_sfr: 0.2593 (0.3112) loss_cl: -0.2790 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [14:11:36.761339] Epoch: [76] [2000/2904] eta: 0:11:23 lr: 0.002386 loss: 0.1909 (0.2060) loss_rec_all: 0.2167 (0.2316) loss_rec_sfr: 0.2917 (0.3111) loss_cl: -0.2787 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [14:11:51.679342] Epoch: [76] [2020/2904] eta: 0:11:08 lr: 0.002386 loss: 0.1941 (0.2059) loss_rec_all: 0.2197 (0.2316) loss_rec_sfr: 0.3044 (0.3112) loss_cl: -0.2785 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [14:12:06.596357] Epoch: [76] [2040/2904] eta: 0:10:52 lr: 0.002386 loss: 0.1992 (0.2059) loss_rec_all: 0.2249 (0.2316) loss_rec_sfr: 0.2807 (0.3112) loss_cl: -0.2787 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [14:12:21.520450] Epoch: [76] [2060/2904] eta: 0:10:37 lr: 0.002386 loss: 0.1921 (0.2059) loss_rec_all: 0.2180 (0.2316) loss_rec_sfr: 0.2919 (0.3110) loss_cl: -0.2796 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [14:12:36.437693] Epoch: [76] [2080/2904] eta: 0:10:22 lr: 0.002386 loss: 0.1968 (0.2060) loss_rec_all: 0.2230 (0.2317) loss_rec_sfr: 0.2908 (0.3112) loss_cl: -0.2784 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [14:12:51.354182] Epoch: [76] [2100/2904] eta: 0:10:07 lr: 0.002386 loss: 0.1972 (0.2060) loss_rec_all: 0.2232 (0.2316) loss_rec_sfr: 0.2803 (0.3110) loss_cl: -0.2777 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [14:13:06.272289] Epoch: [76] [2120/2904] eta: 0:09:52 lr: 0.002386 loss: 0.1928 (0.2059) loss_rec_all: 0.2186 (0.2316) loss_rec_sfr: 0.2926 (0.3109) loss_cl: -0.2787 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [14:13:21.196825] Epoch: [76] [2140/2904] eta: 0:09:37 lr: 0.002386 loss: 0.1916 (0.2058) loss_rec_all: 0.2178 (0.2315) loss_rec_sfr: 0.2756 (0.3106) loss_cl: -0.2797 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [14:13:36.121700] Epoch: [76] [2160/2904] eta: 0:09:21 lr: 0.002386 loss: 0.1950 (0.2058) loss_rec_all: 0.2205 (0.2315) loss_rec_sfr: 0.3016 (0.3106) loss_cl: -0.2790 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [14:13:51.044536] Epoch: [76] [2180/2904] eta: 0:09:06 lr: 0.002386 loss: 0.1934 (0.2058) loss_rec_all: 0.2195 (0.2315) loss_rec_sfr: 0.2841 (0.3105) loss_cl: -0.2781 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [14:14:05.979387] Epoch: [76] [2200/2904] eta: 0:08:51 lr: 0.002386 loss: 0.1944 (0.2058) loss_rec_all: 0.2199 (0.2315) loss_rec_sfr: 0.3006 (0.3107) loss_cl: -0.2778 (-0.2787) time: 0.7467 data: 0.0002 max mem: 29860 [14:14:20.895338] Epoch: [76] [2220/2904] eta: 0:08:36 lr: 0.002386 loss: 0.1921 (0.2058) loss_rec_all: 0.2181 (0.2315) loss_rec_sfr: 0.3010 (0.3109) loss_cl: -0.2786 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [14:14:35.802763] Epoch: [76] [2240/2904] eta: 0:08:21 lr: 0.002386 loss: 0.1950 (0.2058) loss_rec_all: 0.2211 (0.2315) loss_rec_sfr: 0.2880 (0.3109) loss_cl: -0.2799 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [14:14:50.716170] Epoch: [76] [2260/2904] eta: 0:08:06 lr: 0.002386 loss: 0.1943 (0.2058) loss_rec_all: 0.2200 (0.2315) loss_rec_sfr: 0.3002 (0.3110) loss_cl: -0.2797 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [14:15:05.632133] Epoch: [76] [2280/2904] eta: 0:07:50 lr: 0.002386 loss: 0.1999 (0.2058) loss_rec_all: 0.2259 (0.2315) loss_rec_sfr: 0.2601 (0.3110) loss_cl: -0.2786 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [14:15:20.548816] Epoch: [76] [2300/2904] eta: 0:07:35 lr: 0.002386 loss: 0.1982 (0.2058) loss_rec_all: 0.2242 (0.2315) loss_rec_sfr: 0.2860 (0.3109) loss_cl: -0.2774 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [14:15:35.469702] Epoch: [76] [2320/2904] eta: 0:07:20 lr: 0.002386 loss: 0.1969 (0.2059) loss_rec_all: 0.2226 (0.2315) loss_rec_sfr: 0.2862 (0.3110) loss_cl: -0.2786 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [14:15:50.387511] Epoch: [76] [2340/2904] eta: 0:07:05 lr: 0.002386 loss: 0.1972 (0.2058) loss_rec_all: 0.2230 (0.2315) loss_rec_sfr: 0.2787 (0.3110) loss_cl: -0.2792 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [14:16:05.307241] Epoch: [76] [2360/2904] eta: 0:06:50 lr: 0.002386 loss: 0.1970 (0.2058) loss_rec_all: 0.2232 (0.2315) loss_rec_sfr: 0.2894 (0.3110) loss_cl: -0.2794 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [14:16:20.230673] Epoch: [76] [2380/2904] eta: 0:06:35 lr: 0.002386 loss: 0.1919 (0.2058) loss_rec_all: 0.2178 (0.2315) loss_rec_sfr: 0.2948 (0.3110) loss_cl: -0.2791 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [14:16:35.152390] Epoch: [76] [2400/2904] eta: 0:06:20 lr: 0.002386 loss: 0.1941 (0.2058) loss_rec_all: 0.2203 (0.2315) loss_rec_sfr: 0.2888 (0.3110) loss_cl: -0.2787 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [14:16:50.073991] Epoch: [76] [2420/2904] eta: 0:06:05 lr: 0.002386 loss: 0.1972 (0.2058) loss_rec_all: 0.2228 (0.2315) loss_rec_sfr: 0.2765 (0.3110) loss_cl: -0.2787 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [14:17:04.991972] Epoch: [76] [2440/2904] eta: 0:05:49 lr: 0.002386 loss: 0.1954 (0.2058) loss_rec_all: 0.2213 (0.2315) loss_rec_sfr: 0.2804 (0.3109) loss_cl: -0.2795 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [14:17:19.908841] Epoch: [76] [2460/2904] eta: 0:05:34 lr: 0.002386 loss: 0.1929 (0.2058) loss_rec_all: 0.2188 (0.2315) loss_rec_sfr: 0.2795 (0.3110) loss_cl: -0.2777 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [14:17:34.831705] Epoch: [76] [2480/2904] eta: 0:05:19 lr: 0.002386 loss: 0.1987 (0.2059) loss_rec_all: 0.2243 (0.2316) loss_rec_sfr: 0.3053 (0.3113) loss_cl: -0.2781 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [14:17:49.751083] Epoch: [76] [2500/2904] eta: 0:05:04 lr: 0.002386 loss: 0.1947 (0.2059) loss_rec_all: 0.2202 (0.2316) loss_rec_sfr: 0.2965 (0.3113) loss_cl: -0.2783 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [14:18:04.671670] Epoch: [76] [2520/2904] eta: 0:04:49 lr: 0.002386 loss: 0.1943 (0.2059) loss_rec_all: 0.2200 (0.2316) loss_rec_sfr: 0.2993 (0.3114) loss_cl: -0.2797 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [14:18:19.590366] Epoch: [76] [2540/2904] eta: 0:04:34 lr: 0.002386 loss: 0.1975 (0.2059) loss_rec_all: 0.2234 (0.2316) loss_rec_sfr: 0.2772 (0.3113) loss_cl: -0.2793 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [14:18:34.507876] Epoch: [76] [2560/2904] eta: 0:04:19 lr: 0.002386 loss: 0.1950 (0.2059) loss_rec_all: 0.2211 (0.2316) loss_rec_sfr: 0.2652 (0.3111) loss_cl: -0.2783 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [14:18:49.434863] Epoch: [76] [2580/2904] eta: 0:04:04 lr: 0.002386 loss: 0.1949 (0.2058) loss_rec_all: 0.2204 (0.2315) loss_rec_sfr: 0.2770 (0.3110) loss_cl: -0.2790 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [14:19:04.361351] Epoch: [76] [2600/2904] eta: 0:03:49 lr: 0.002386 loss: 0.1944 (0.2058) loss_rec_all: 0.2207 (0.2315) loss_rec_sfr: 0.2793 (0.3109) loss_cl: -0.2786 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [14:19:19.279747] Epoch: [76] [2620/2904] eta: 0:03:34 lr: 0.002386 loss: 0.1924 (0.2058) loss_rec_all: 0.2182 (0.2315) loss_rec_sfr: 0.2767 (0.3108) loss_cl: -0.2791 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [14:19:34.208493] Epoch: [76] [2640/2904] eta: 0:03:18 lr: 0.002386 loss: 0.1988 (0.2058) loss_rec_all: 0.2247 (0.2315) loss_rec_sfr: 0.2802 (0.3107) loss_cl: -0.2785 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [14:19:49.126246] Epoch: [76] [2660/2904] eta: 0:03:03 lr: 0.002386 loss: 0.1949 (0.2058) loss_rec_all: 0.2211 (0.2315) loss_rec_sfr: 0.2838 (0.3106) loss_cl: -0.2799 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [14:20:04.038289] Epoch: [76] [2680/2904] eta: 0:02:48 lr: 0.002386 loss: 0.1956 (0.2058) loss_rec_all: 0.2218 (0.2314) loss_rec_sfr: 0.2619 (0.3105) loss_cl: -0.2784 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [14:20:18.949932] Epoch: [76] [2700/2904] eta: 0:02:33 lr: 0.002386 loss: 0.1935 (0.2057) loss_rec_all: 0.2192 (0.2314) loss_rec_sfr: 0.2779 (0.3103) loss_cl: -0.2785 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [14:20:33.868410] Epoch: [76] [2720/2904] eta: 0:02:18 lr: 0.002386 loss: 0.1947 (0.2057) loss_rec_all: 0.2205 (0.2314) loss_rec_sfr: 0.2810 (0.3103) loss_cl: -0.2789 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [14:20:48.789673] Epoch: [76] [2740/2904] eta: 0:02:03 lr: 0.002386 loss: 0.1991 (0.2057) loss_rec_all: 0.2254 (0.2314) loss_rec_sfr: 0.2816 (0.3103) loss_cl: -0.2798 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [14:21:03.705202] Epoch: [76] [2760/2904] eta: 0:01:48 lr: 0.002386 loss: 0.1933 (0.2057) loss_rec_all: 0.2191 (0.2314) loss_rec_sfr: 0.2776 (0.3102) loss_cl: -0.2785 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [14:21:18.618666] Epoch: [76] [2780/2904] eta: 0:01:33 lr: 0.002386 loss: 0.1972 (0.2057) loss_rec_all: 0.2226 (0.2314) loss_rec_sfr: 0.3022 (0.3103) loss_cl: -0.2777 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [14:21:33.540350] Epoch: [76] [2800/2904] eta: 0:01:18 lr: 0.002386 loss: 0.1957 (0.2058) loss_rec_all: 0.2213 (0.2314) loss_rec_sfr: 0.2747 (0.3104) loss_cl: -0.2783 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [14:21:48.461770] Epoch: [76] [2820/2904] eta: 0:01:03 lr: 0.002386 loss: 0.1921 (0.2058) loss_rec_all: 0.2181 (0.2315) loss_rec_sfr: 0.2857 (0.3104) loss_cl: -0.2787 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [14:22:03.409644] Epoch: [76] [2840/2904] eta: 0:00:48 lr: 0.002386 loss: 0.1928 (0.2058) loss_rec_all: 0.2185 (0.2315) loss_rec_sfr: 0.2838 (0.3104) loss_cl: -0.2793 (-0.2787) time: 0.7474 data: 0.0023 max mem: 29860 [14:22:18.311655] Epoch: [76] [2860/2904] eta: 0:00:33 lr: 0.002386 loss: 0.1920 (0.2057) loss_rec_all: 0.2179 (0.2314) loss_rec_sfr: 0.2889 (0.3105) loss_cl: -0.2796 (-0.2787) time: 0.7451 data: 0.0001 max mem: 29860 [14:22:33.219976] Epoch: [76] [2880/2904] eta: 0:00:18 lr: 0.002386 loss: 0.1951 (0.2057) loss_rec_all: 0.2212 (0.2314) loss_rec_sfr: 0.2706 (0.3104) loss_cl: -0.2783 (-0.2787) time: 0.7454 data: 0.0001 max mem: 29860 [14:22:48.127768] Epoch: [76] [2900/2904] eta: 0:00:03 lr: 0.002386 loss: 0.1943 (0.2057) loss_rec_all: 0.2200 (0.2314) loss_rec_sfr: 0.2824 (0.3103) loss_cl: -0.2782 (-0.2787) time: 0.7454 data: 0.0001 max mem: 29860 [14:22:50.370716] Epoch: [76] [2903/2904] eta: 0:00:00 lr: 0.002386 loss: 0.1971 (0.2057) loss_rec_all: 0.2226 (0.2314) loss_rec_sfr: 0.2824 (0.3103) loss_cl: -0.2779 (-0.2787) time: 0.7453 data: 0.0001 max mem: 29860 [14:22:52.498518] Epoch: [76] Total time: 0:36:28 (0.7536 s / it) [14:22:52.506375] Averaged stats: lr: 0.002386 loss: 0.1971 (0.2078) loss_rec_all: 0.2226 (0.2312) loss_rec_sfr: 0.2824 (0.3098) loss_cl: -0.2779 (-0.2555) [14:22:52.511114] log_dir: ./checkpoint/VF2_ViT-B [14:23:11.027609] Epoch: [77] [ 0/2904] eta: 14:56:09 lr: 0.002386 loss: 0.1913 (0.1913) loss_rec_all: 0.2174 (0.2174) loss_rec_sfr: 0.2491 (0.2491) loss_cl: -0.2788 (-0.2788) time: 18.5155 data: 15.7349 max mem: 29860 [14:23:27.002698] Epoch: [77] [ 20/2904] eta: 1:18:56 lr: 0.002386 loss: 0.1931 (0.2020) loss_rec_all: 0.2193 (0.2278) loss_rec_sfr: 0.2809 (0.3035) loss_cl: -0.2790 (-0.2792) time: 0.7987 data: 0.0002 max mem: 29860 [14:23:41.882670] Epoch: [77] [ 40/2904] eta: 0:57:28 lr: 0.002386 loss: 0.1928 (0.2047) loss_rec_all: 0.2188 (0.2304) loss_rec_sfr: 0.2860 (0.3088) loss_cl: -0.2790 (-0.2790) time: 0.7440 data: 0.0002 max mem: 29860 [14:23:56.763961] Epoch: [77] [ 60/2904] eta: 0:49:55 lr: 0.002386 loss: 0.1968 (0.2032) loss_rec_all: 0.2231 (0.2290) loss_rec_sfr: 0.2753 (0.3032) loss_cl: -0.2793 (-0.2791) time: 0.7440 data: 0.0002 max mem: 29860 [14:24:11.652299] Epoch: [77] [ 80/2904] eta: 0:45:59 lr: 0.002386 loss: 0.1948 (0.2026) loss_rec_all: 0.2208 (0.2284) loss_rec_sfr: 0.2891 (0.2997) loss_cl: -0.2787 (-0.2790) time: 0.7444 data: 0.0002 max mem: 29860 [14:24:26.551111] Epoch: [77] [ 100/2904] eta: 0:43:30 lr: 0.002386 loss: 0.1931 (0.2025) loss_rec_all: 0.2188 (0.2282) loss_rec_sfr: 0.3034 (0.3029) loss_cl: -0.2776 (-0.2788) time: 0.7449 data: 0.0002 max mem: 29860 [14:24:41.459427] Epoch: [77] [ 120/2904] eta: 0:41:46 lr: 0.002386 loss: 0.2003 (0.2026) loss_rec_all: 0.2266 (0.2283) loss_rec_sfr: 0.2824 (0.3017) loss_cl: -0.2787 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [14:24:56.394611] Epoch: [77] [ 140/2904] eta: 0:40:28 lr: 0.002386 loss: 0.1940 (0.2018) loss_rec_all: 0.2198 (0.2276) loss_rec_sfr: 0.2812 (0.2994) loss_cl: -0.2791 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [14:25:11.317626] Epoch: [77] [ 160/2904] eta: 0:39:25 lr: 0.002386 loss: 0.1943 (0.2027) loss_rec_all: 0.2201 (0.2285) loss_rec_sfr: 0.2790 (0.3016) loss_cl: -0.2791 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [14:25:26.248160] Epoch: [77] [ 180/2904] eta: 0:38:33 lr: 0.002386 loss: 0.1931 (0.2022) loss_rec_all: 0.2192 (0.2279) loss_rec_sfr: 0.2820 (0.2995) loss_cl: -0.2784 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [14:25:41.162012] Epoch: [77] [ 200/2904] eta: 0:37:48 lr: 0.002386 loss: 0.1907 (0.2017) loss_rec_all: 0.2172 (0.2275) loss_rec_sfr: 0.2764 (0.2965) loss_cl: -0.2797 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [14:25:56.082231] Epoch: [77] [ 220/2904] eta: 0:37:09 lr: 0.002386 loss: 0.1954 (0.2024) loss_rec_all: 0.2217 (0.2282) loss_rec_sfr: 0.2695 (0.2974) loss_cl: -0.2795 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [14:26:11.002912] Epoch: [77] [ 240/2904] eta: 0:36:33 lr: 0.002386 loss: 0.1935 (0.2024) loss_rec_all: 0.2195 (0.2282) loss_rec_sfr: 0.2738 (0.2978) loss_cl: -0.2786 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [14:26:25.924478] Epoch: [77] [ 260/2904] eta: 0:36:01 lr: 0.002386 loss: 0.2000 (0.2029) loss_rec_all: 0.2255 (0.2287) loss_rec_sfr: 0.2801 (0.2995) loss_cl: -0.2781 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [14:26:40.841197] Epoch: [77] [ 280/2904] eta: 0:35:32 lr: 0.002386 loss: 0.1970 (0.2027) loss_rec_all: 0.2226 (0.2285) loss_rec_sfr: 0.2801 (0.2983) loss_cl: -0.2794 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [14:26:55.763806] Epoch: [77] [ 300/2904] eta: 0:35:04 lr: 0.002386 loss: 0.1953 (0.2031) loss_rec_all: 0.2212 (0.2289) loss_rec_sfr: 0.2861 (0.2998) loss_cl: -0.2786 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [14:27:10.681023] Epoch: [77] [ 320/2904] eta: 0:34:38 lr: 0.002386 loss: 0.1954 (0.2030) loss_rec_all: 0.2215 (0.2288) loss_rec_sfr: 0.3069 (0.3004) loss_cl: -0.2795 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [14:27:25.612993] Epoch: [77] [ 340/2904] eta: 0:34:13 lr: 0.002386 loss: 0.1936 (0.2030) loss_rec_all: 0.2191 (0.2288) loss_rec_sfr: 0.2791 (0.3001) loss_cl: -0.2792 (-0.2789) time: 0.7466 data: 0.0002 max mem: 29860 [14:27:40.532209] Epoch: [77] [ 360/2904] eta: 0:33:49 lr: 0.002386 loss: 0.1972 (0.2039) loss_rec_all: 0.2229 (0.2296) loss_rec_sfr: 0.3041 (0.3029) loss_cl: -0.2775 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [14:27:55.479466] Epoch: [77] [ 380/2904] eta: 0:33:26 lr: 0.002386 loss: 0.1976 (0.2041) loss_rec_all: 0.2233 (0.2298) loss_rec_sfr: 0.3060 (0.3040) loss_cl: -0.2786 (-0.2788) time: 0.7473 data: 0.0002 max mem: 29860 [14:28:10.402462] Epoch: [77] [ 400/2904] eta: 0:33:04 lr: 0.002386 loss: 0.1945 (0.2044) loss_rec_all: 0.2201 (0.2302) loss_rec_sfr: 0.3025 (0.3057) loss_cl: -0.2787 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [14:28:25.319205] Epoch: [77] [ 420/2904] eta: 0:32:43 lr: 0.002386 loss: 0.1909 (0.2044) loss_rec_all: 0.2171 (0.2301) loss_rec_sfr: 0.3046 (0.3063) loss_cl: -0.2795 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [14:28:40.235522] Epoch: [77] [ 440/2904] eta: 0:32:22 lr: 0.002386 loss: 0.1938 (0.2040) loss_rec_all: 0.2197 (0.2297) loss_rec_sfr: 0.2826 (0.3048) loss_cl: -0.2782 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [14:28:55.159573] Epoch: [77] [ 460/2904] eta: 0:32:02 lr: 0.002386 loss: 0.1954 (0.2039) loss_rec_all: 0.2218 (0.2297) loss_rec_sfr: 0.2772 (0.3042) loss_cl: -0.2784 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [14:29:10.078390] Epoch: [77] [ 480/2904] eta: 0:31:42 lr: 0.002386 loss: 0.1970 (0.2039) loss_rec_all: 0.2228 (0.2296) loss_rec_sfr: 0.2867 (0.3044) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [14:29:24.991348] Epoch: [77] [ 500/2904] eta: 0:31:23 lr: 0.002386 loss: 0.1967 (0.2041) loss_rec_all: 0.2224 (0.2298) loss_rec_sfr: 0.2827 (0.3049) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [14:29:39.908997] Epoch: [77] [ 520/2904] eta: 0:31:04 lr: 0.002386 loss: 0.1899 (0.2037) loss_rec_all: 0.2161 (0.2294) loss_rec_sfr: 0.2909 (0.3038) loss_cl: -0.2793 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [14:29:54.823484] Epoch: [77] [ 540/2904] eta: 0:30:45 lr: 0.002386 loss: 0.1987 (0.2039) loss_rec_all: 0.2244 (0.2296) loss_rec_sfr: 0.2888 (0.3042) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [14:30:09.740387] Epoch: [77] [ 560/2904] eta: 0:30:26 lr: 0.002386 loss: 0.1932 (0.2040) loss_rec_all: 0.2189 (0.2297) loss_rec_sfr: 0.3079 (0.3050) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [14:30:24.655756] Epoch: [77] [ 580/2904] eta: 0:30:08 lr: 0.002386 loss: 0.1943 (0.2037) loss_rec_all: 0.2203 (0.2295) loss_rec_sfr: 0.2647 (0.3036) loss_cl: -0.2801 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [14:30:39.569183] Epoch: [77] [ 600/2904] eta: 0:29:50 lr: 0.002386 loss: 0.1951 (0.2039) loss_rec_all: 0.2212 (0.2296) loss_rec_sfr: 0.3040 (0.3045) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [14:30:54.484615] Epoch: [77] [ 620/2904] eta: 0:29:32 lr: 0.002386 loss: 0.1954 (0.2037) loss_rec_all: 0.2210 (0.2295) loss_rec_sfr: 0.2795 (0.3039) loss_cl: -0.2784 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [14:31:09.404778] Epoch: [77] [ 640/2904] eta: 0:29:14 lr: 0.002386 loss: 0.1918 (0.2038) loss_rec_all: 0.2175 (0.2295) loss_rec_sfr: 0.2968 (0.3042) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [14:31:24.329794] Epoch: [77] [ 660/2904] eta: 0:28:57 lr: 0.002386 loss: 0.1933 (0.2036) loss_rec_all: 0.2198 (0.2293) loss_rec_sfr: 0.2808 (0.3036) loss_cl: -0.2801 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [14:31:39.249619] Epoch: [77] [ 680/2904] eta: 0:28:40 lr: 0.002386 loss: 0.1918 (0.2035) loss_rec_all: 0.2181 (0.2292) loss_rec_sfr: 0.2676 (0.3031) loss_cl: -0.2794 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [14:31:54.173067] Epoch: [77] [ 700/2904] eta: 0:28:22 lr: 0.002386 loss: 0.1966 (0.2037) loss_rec_all: 0.2228 (0.2294) loss_rec_sfr: 0.2827 (0.3036) loss_cl: -0.2782 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [14:32:09.090841] Epoch: [77] [ 720/2904] eta: 0:28:05 lr: 0.002386 loss: 0.1945 (0.2036) loss_rec_all: 0.2201 (0.2294) loss_rec_sfr: 0.3053 (0.3038) loss_cl: -0.2781 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [14:32:24.002411] Epoch: [77] [ 740/2904] eta: 0:27:48 lr: 0.002386 loss: 0.1923 (0.2037) loss_rec_all: 0.2177 (0.2295) loss_rec_sfr: 0.2913 (0.3042) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [14:32:38.920043] Epoch: [77] [ 760/2904] eta: 0:27:32 lr: 0.002386 loss: 0.2005 (0.2040) loss_rec_all: 0.2264 (0.2297) loss_rec_sfr: 0.3048 (0.3051) loss_cl: -0.2794 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [14:32:53.835845] Epoch: [77] [ 780/2904] eta: 0:27:15 lr: 0.002386 loss: 0.1918 (0.2038) loss_rec_all: 0.2184 (0.2296) loss_rec_sfr: 0.2683 (0.3045) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [14:33:08.758739] Epoch: [77] [ 800/2904] eta: 0:26:58 lr: 0.002386 loss: 0.1970 (0.2038) loss_rec_all: 0.2229 (0.2296) loss_rec_sfr: 0.2948 (0.3047) loss_cl: -0.2780 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [14:33:23.676191] Epoch: [77] [ 820/2904] eta: 0:26:42 lr: 0.002386 loss: 0.1957 (0.2040) loss_rec_all: 0.2211 (0.2297) loss_rec_sfr: 0.3053 (0.3053) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [14:33:38.596426] Epoch: [77] [ 840/2904] eta: 0:26:25 lr: 0.002386 loss: 0.1935 (0.2038) loss_rec_all: 0.2196 (0.2296) loss_rec_sfr: 0.2584 (0.3047) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [14:33:53.509425] Epoch: [77] [ 860/2904] eta: 0:26:09 lr: 0.002386 loss: 0.1957 (0.2039) loss_rec_all: 0.2217 (0.2296) loss_rec_sfr: 0.2712 (0.3048) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [14:34:08.427795] Epoch: [77] [ 880/2904] eta: 0:25:52 lr: 0.002386 loss: 0.1954 (0.2039) loss_rec_all: 0.2211 (0.2297) loss_rec_sfr: 0.2841 (0.3049) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [14:34:23.346792] Epoch: [77] [ 900/2904] eta: 0:25:36 lr: 0.002386 loss: 0.1923 (0.2038) loss_rec_all: 0.2181 (0.2296) loss_rec_sfr: 0.2713 (0.3046) loss_cl: -0.2794 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [14:34:38.262853] Epoch: [77] [ 920/2904] eta: 0:25:20 lr: 0.002386 loss: 0.1943 (0.2040) loss_rec_all: 0.2202 (0.2297) loss_rec_sfr: 0.2987 (0.3051) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [14:34:53.184544] Epoch: [77] [ 940/2904] eta: 0:25:04 lr: 0.002386 loss: 0.1957 (0.2040) loss_rec_all: 0.2219 (0.2298) loss_rec_sfr: 0.2846 (0.3051) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [14:35:08.106153] Epoch: [77] [ 960/2904] eta: 0:24:47 lr: 0.002386 loss: 0.1952 (0.2040) loss_rec_all: 0.2214 (0.2298) loss_rec_sfr: 0.2608 (0.3050) loss_cl: -0.2791 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [14:35:23.030668] Epoch: [77] [ 980/2904] eta: 0:24:31 lr: 0.002386 loss: 0.2046 (0.2043) loss_rec_all: 0.2305 (0.2301) loss_rec_sfr: 0.2919 (0.3058) loss_cl: -0.2793 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [14:35:37.951928] Epoch: [77] [1000/2904] eta: 0:24:15 lr: 0.002386 loss: 0.2007 (0.2045) loss_rec_all: 0.2263 (0.2302) loss_rec_sfr: 0.2838 (0.3063) loss_cl: -0.2793 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [14:35:52.869492] Epoch: [77] [1020/2904] eta: 0:23:59 lr: 0.002386 loss: 0.1932 (0.2043) loss_rec_all: 0.2189 (0.2301) loss_rec_sfr: 0.2731 (0.3058) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [14:36:07.785713] Epoch: [77] [1040/2904] eta: 0:23:43 lr: 0.002386 loss: 0.1956 (0.2044) loss_rec_all: 0.2216 (0.2301) loss_rec_sfr: 0.2865 (0.3062) loss_cl: -0.2780 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [14:36:22.700070] Epoch: [77] [1060/2904] eta: 0:23:28 lr: 0.002386 loss: 0.1960 (0.2045) loss_rec_all: 0.2220 (0.2303) loss_rec_sfr: 0.2744 (0.3063) loss_cl: -0.2783 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [14:36:37.616010] Epoch: [77] [1080/2904] eta: 0:23:12 lr: 0.002386 loss: 0.1955 (0.2046) loss_rec_all: 0.2215 (0.2303) loss_rec_sfr: 0.2784 (0.3064) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [14:36:52.532669] Epoch: [77] [1100/2904] eta: 0:22:56 lr: 0.002386 loss: 0.1950 (0.2046) loss_rec_all: 0.2208 (0.2304) loss_rec_sfr: 0.2924 (0.3066) loss_cl: -0.2797 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [14:37:07.455111] Epoch: [77] [1120/2904] eta: 0:22:40 lr: 0.002386 loss: 0.1943 (0.2047) loss_rec_all: 0.2200 (0.2304) loss_rec_sfr: 0.2996 (0.3069) loss_cl: -0.2786 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [14:37:22.372692] Epoch: [77] [1140/2904] eta: 0:22:24 lr: 0.002386 loss: 0.1957 (0.2049) loss_rec_all: 0.2215 (0.2306) loss_rec_sfr: 0.3076 (0.3077) loss_cl: -0.2793 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [14:37:37.285815] Epoch: [77] [1160/2904] eta: 0:22:08 lr: 0.002386 loss: 0.1951 (0.2048) loss_rec_all: 0.2207 (0.2306) loss_rec_sfr: 0.2809 (0.3074) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [14:37:52.207025] Epoch: [77] [1180/2904] eta: 0:21:53 lr: 0.002386 loss: 0.1943 (0.2048) loss_rec_all: 0.2200 (0.2305) loss_rec_sfr: 0.2875 (0.3072) loss_cl: -0.2800 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [14:38:07.130778] Epoch: [77] [1200/2904] eta: 0:21:37 lr: 0.002386 loss: 0.1936 (0.2048) loss_rec_all: 0.2196 (0.2305) loss_rec_sfr: 0.2916 (0.3072) loss_cl: -0.2785 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [14:38:22.063133] Epoch: [77] [1220/2904] eta: 0:21:21 lr: 0.002386 loss: 0.1949 (0.2047) loss_rec_all: 0.2205 (0.2305) loss_rec_sfr: 0.2713 (0.3071) loss_cl: -0.2785 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [14:38:36.989964] Epoch: [77] [1240/2904] eta: 0:21:06 lr: 0.002386 loss: 0.1947 (0.2048) loss_rec_all: 0.2208 (0.2306) loss_rec_sfr: 0.2752 (0.3074) loss_cl: -0.2784 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [14:38:51.919453] Epoch: [77] [1260/2904] eta: 0:20:50 lr: 0.002386 loss: 0.1925 (0.2048) loss_rec_all: 0.2188 (0.2306) loss_rec_sfr: 0.2816 (0.3075) loss_cl: -0.2785 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [14:39:06.844930] Epoch: [77] [1280/2904] eta: 0:20:35 lr: 0.002386 loss: 0.1943 (0.2049) loss_rec_all: 0.2201 (0.2307) loss_rec_sfr: 0.3071 (0.3079) loss_cl: -0.2787 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [14:39:21.769831] Epoch: [77] [1300/2904] eta: 0:20:19 lr: 0.002386 loss: 0.1972 (0.2050) loss_rec_all: 0.2231 (0.2307) loss_rec_sfr: 0.2872 (0.3080) loss_cl: -0.2793 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [14:39:36.690511] Epoch: [77] [1320/2904] eta: 0:20:04 lr: 0.002386 loss: 0.1915 (0.2049) loss_rec_all: 0.2172 (0.2306) loss_rec_sfr: 0.2780 (0.3077) loss_cl: -0.2793 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [14:39:51.611322] Epoch: [77] [1340/2904] eta: 0:19:48 lr: 0.002386 loss: 0.2022 (0.2050) loss_rec_all: 0.2282 (0.2307) loss_rec_sfr: 0.2861 (0.3080) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [14:40:06.531643] Epoch: [77] [1360/2904] eta: 0:19:32 lr: 0.002386 loss: 0.1939 (0.2051) loss_rec_all: 0.2196 (0.2308) loss_rec_sfr: 0.2865 (0.3082) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [14:40:21.454454] Epoch: [77] [1380/2904] eta: 0:19:17 lr: 0.002386 loss: 0.2030 (0.2052) loss_rec_all: 0.2286 (0.2309) loss_rec_sfr: 0.2927 (0.3087) loss_cl: -0.2784 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [14:40:36.380467] Epoch: [77] [1400/2904] eta: 0:19:02 lr: 0.002386 loss: 0.1939 (0.2051) loss_rec_all: 0.2198 (0.2309) loss_rec_sfr: 0.2800 (0.3085) loss_cl: -0.2783 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [14:40:51.302450] Epoch: [77] [1420/2904] eta: 0:18:46 lr: 0.002386 loss: 0.1959 (0.2052) loss_rec_all: 0.2215 (0.2309) loss_rec_sfr: 0.2896 (0.3085) loss_cl: -0.2784 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [14:41:06.228041] Epoch: [77] [1440/2904] eta: 0:18:31 lr: 0.002386 loss: 0.1938 (0.2051) loss_rec_all: 0.2193 (0.2308) loss_rec_sfr: 0.2851 (0.3083) loss_cl: -0.2793 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [14:41:21.152251] Epoch: [77] [1460/2904] eta: 0:18:15 lr: 0.002386 loss: 0.1948 (0.2050) loss_rec_all: 0.2204 (0.2307) loss_rec_sfr: 0.2944 (0.3082) loss_cl: -0.2792 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [14:41:36.073666] Epoch: [77] [1480/2904] eta: 0:18:00 lr: 0.002386 loss: 0.1970 (0.2051) loss_rec_all: 0.2228 (0.2308) loss_rec_sfr: 0.2827 (0.3083) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [14:41:51.005109] Epoch: [77] [1500/2904] eta: 0:17:44 lr: 0.002386 loss: 0.1928 (0.2050) loss_rec_all: 0.2188 (0.2307) loss_rec_sfr: 0.2914 (0.3082) loss_cl: -0.2781 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [14:42:05.930779] Epoch: [77] [1520/2904] eta: 0:17:29 lr: 0.002386 loss: 0.1934 (0.2049) loss_rec_all: 0.2193 (0.2306) loss_rec_sfr: 0.3012 (0.3079) loss_cl: -0.2791 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [14:42:20.859436] Epoch: [77] [1540/2904] eta: 0:17:14 lr: 0.002386 loss: 0.1966 (0.2049) loss_rec_all: 0.2224 (0.2306) loss_rec_sfr: 0.3081 (0.3081) loss_cl: -0.2788 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [14:42:35.783359] Epoch: [77] [1560/2904] eta: 0:16:58 lr: 0.002386 loss: 0.1924 (0.2048) loss_rec_all: 0.2184 (0.2305) loss_rec_sfr: 0.3037 (0.3080) loss_cl: -0.2802 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [14:42:50.706656] Epoch: [77] [1580/2904] eta: 0:16:43 lr: 0.002386 loss: 0.1927 (0.2048) loss_rec_all: 0.2185 (0.2305) loss_rec_sfr: 0.2811 (0.3078) loss_cl: -0.2784 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [14:43:05.628797] Epoch: [77] [1600/2904] eta: 0:16:28 lr: 0.002386 loss: 0.1947 (0.2048) loss_rec_all: 0.2203 (0.2305) loss_rec_sfr: 0.2922 (0.3079) loss_cl: -0.2784 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [14:43:20.549947] Epoch: [77] [1620/2904] eta: 0:16:12 lr: 0.002386 loss: 0.1936 (0.2047) loss_rec_all: 0.2198 (0.2304) loss_rec_sfr: 0.2947 (0.3076) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [14:43:35.466953] Epoch: [77] [1640/2904] eta: 0:15:57 lr: 0.002386 loss: 0.1936 (0.2047) loss_rec_all: 0.2193 (0.2304) loss_rec_sfr: 0.2840 (0.3077) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [14:43:50.392492] Epoch: [77] [1660/2904] eta: 0:15:42 lr: 0.002386 loss: 0.1954 (0.2048) loss_rec_all: 0.2212 (0.2305) loss_rec_sfr: 0.2984 (0.3080) loss_cl: -0.2787 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [14:44:05.321697] Epoch: [77] [1680/2904] eta: 0:15:26 lr: 0.002386 loss: 0.1902 (0.2047) loss_rec_all: 0.2164 (0.2304) loss_rec_sfr: 0.2481 (0.3079) loss_cl: -0.2782 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [14:44:20.243537] Epoch: [77] [1700/2904] eta: 0:15:11 lr: 0.002386 loss: 0.1955 (0.2047) loss_rec_all: 0.2216 (0.2305) loss_rec_sfr: 0.3050 (0.3081) loss_cl: -0.2788 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [14:44:35.164665] Epoch: [77] [1720/2904] eta: 0:14:56 lr: 0.002386 loss: 0.1932 (0.2046) loss_rec_all: 0.2195 (0.2304) loss_rec_sfr: 0.2774 (0.3077) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [14:44:50.085341] Epoch: [77] [1740/2904] eta: 0:14:40 lr: 0.002386 loss: 0.1932 (0.2046) loss_rec_all: 0.2193 (0.2304) loss_rec_sfr: 0.2863 (0.3078) loss_cl: -0.2780 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [14:45:05.003932] Epoch: [77] [1760/2904] eta: 0:14:25 lr: 0.002386 loss: 0.1957 (0.2047) loss_rec_all: 0.2217 (0.2304) loss_rec_sfr: 0.2708 (0.3077) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [14:45:19.925515] Epoch: [77] [1780/2904] eta: 0:14:10 lr: 0.002386 loss: 0.1940 (0.2046) loss_rec_all: 0.2198 (0.2303) loss_rec_sfr: 0.2934 (0.3077) loss_cl: -0.2797 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [14:45:34.849846] Epoch: [77] [1800/2904] eta: 0:13:55 lr: 0.002386 loss: 0.1942 (0.2047) loss_rec_all: 0.2203 (0.2304) loss_rec_sfr: 0.3022 (0.3080) loss_cl: -0.2793 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [14:45:49.784228] Epoch: [77] [1820/2904] eta: 0:13:39 lr: 0.002386 loss: 0.1924 (0.2046) loss_rec_all: 0.2184 (0.2304) loss_rec_sfr: 0.2842 (0.3078) loss_cl: -0.2783 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [14:46:04.719860] Epoch: [77] [1840/2904] eta: 0:13:24 lr: 0.002386 loss: 0.1979 (0.2047) loss_rec_all: 0.2240 (0.2304) loss_rec_sfr: 0.2810 (0.3081) loss_cl: -0.2783 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [14:46:19.636573] Epoch: [77] [1860/2904] eta: 0:13:09 lr: 0.002386 loss: 0.1913 (0.2047) loss_rec_all: 0.2172 (0.2304) loss_rec_sfr: 0.2789 (0.3080) loss_cl: -0.2796 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [14:46:34.554532] Epoch: [77] [1880/2904] eta: 0:12:54 lr: 0.002385 loss: 0.1953 (0.2047) loss_rec_all: 0.2215 (0.2304) loss_rec_sfr: 0.2887 (0.3080) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [14:46:49.476254] Epoch: [77] [1900/2904] eta: 0:12:38 lr: 0.002385 loss: 0.1946 (0.2046) loss_rec_all: 0.2205 (0.2304) loss_rec_sfr: 0.2896 (0.3079) loss_cl: -0.2783 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [14:47:04.402638] Epoch: [77] [1920/2904] eta: 0:12:23 lr: 0.002385 loss: 0.1991 (0.2048) loss_rec_all: 0.2250 (0.2305) loss_rec_sfr: 0.2992 (0.3082) loss_cl: -0.2785 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [14:47:19.328169] Epoch: [77] [1940/2904] eta: 0:12:08 lr: 0.002385 loss: 0.1962 (0.2047) loss_rec_all: 0.2222 (0.2305) loss_rec_sfr: 0.2866 (0.3081) loss_cl: -0.2799 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [14:47:34.257520] Epoch: [77] [1960/2904] eta: 0:11:53 lr: 0.002385 loss: 0.1962 (0.2047) loss_rec_all: 0.2222 (0.2304) loss_rec_sfr: 0.2836 (0.3079) loss_cl: -0.2795 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [14:47:49.181859] Epoch: [77] [1980/2904] eta: 0:11:38 lr: 0.002385 loss: 0.1932 (0.2047) loss_rec_all: 0.2193 (0.2304) loss_rec_sfr: 0.2915 (0.3080) loss_cl: -0.2788 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [14:48:04.106121] Epoch: [77] [2000/2904] eta: 0:11:22 lr: 0.002385 loss: 0.1938 (0.2047) loss_rec_all: 0.2194 (0.2304) loss_rec_sfr: 0.3002 (0.3081) loss_cl: -0.2783 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [14:48:19.023638] Epoch: [77] [2020/2904] eta: 0:11:07 lr: 0.002385 loss: 0.1906 (0.2047) loss_rec_all: 0.2163 (0.2304) loss_rec_sfr: 0.2902 (0.3081) loss_cl: -0.2780 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [14:48:33.937867] Epoch: [77] [2040/2904] eta: 0:10:52 lr: 0.002385 loss: 0.1900 (0.2047) loss_rec_all: 0.2161 (0.2304) loss_rec_sfr: 0.2546 (0.3078) loss_cl: -0.2784 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [14:48:48.853216] Epoch: [77] [2060/2904] eta: 0:10:37 lr: 0.002385 loss: 0.1936 (0.2046) loss_rec_all: 0.2193 (0.2304) loss_rec_sfr: 0.2794 (0.3077) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [14:49:03.767456] Epoch: [77] [2080/2904] eta: 0:10:22 lr: 0.002385 loss: 0.1921 (0.2046) loss_rec_all: 0.2179 (0.2303) loss_rec_sfr: 0.2952 (0.3077) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [14:49:18.682132] Epoch: [77] [2100/2904] eta: 0:10:06 lr: 0.002385 loss: 0.1959 (0.2047) loss_rec_all: 0.2223 (0.2304) loss_rec_sfr: 0.2762 (0.3078) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [14:49:33.603127] Epoch: [77] [2120/2904] eta: 0:09:51 lr: 0.002385 loss: 0.1975 (0.2047) loss_rec_all: 0.2238 (0.2304) loss_rec_sfr: 0.2802 (0.3079) loss_cl: -0.2791 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [14:49:48.524542] Epoch: [77] [2140/2904] eta: 0:09:36 lr: 0.002385 loss: 0.1919 (0.2046) loss_rec_all: 0.2181 (0.2304) loss_rec_sfr: 0.2588 (0.3076) loss_cl: -0.2798 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [14:50:03.453918] Epoch: [77] [2160/2904] eta: 0:09:21 lr: 0.002385 loss: 0.1913 (0.2046) loss_rec_all: 0.2172 (0.2303) loss_rec_sfr: 0.3054 (0.3075) loss_cl: -0.2790 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [14:50:18.377820] Epoch: [77] [2180/2904] eta: 0:09:06 lr: 0.002385 loss: 0.1940 (0.2045) loss_rec_all: 0.2201 (0.2303) loss_rec_sfr: 0.2808 (0.3075) loss_cl: -0.2786 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [14:50:33.301355] Epoch: [77] [2200/2904] eta: 0:08:51 lr: 0.002385 loss: 0.1963 (0.2046) loss_rec_all: 0.2221 (0.2303) loss_rec_sfr: 0.2994 (0.3076) loss_cl: -0.2784 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [14:50:48.221591] Epoch: [77] [2220/2904] eta: 0:08:36 lr: 0.002385 loss: 0.1948 (0.2045) loss_rec_all: 0.2206 (0.2303) loss_rec_sfr: 0.2704 (0.3075) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [14:51:03.141640] Epoch: [77] [2240/2904] eta: 0:08:20 lr: 0.002385 loss: 0.1938 (0.2046) loss_rec_all: 0.2193 (0.2303) loss_rec_sfr: 0.3017 (0.3077) loss_cl: -0.2780 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [14:51:18.059064] Epoch: [77] [2260/2904] eta: 0:08:05 lr: 0.002385 loss: 0.1943 (0.2045) loss_rec_all: 0.2199 (0.2303) loss_rec_sfr: 0.2994 (0.3077) loss_cl: -0.2793 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [14:51:32.977510] Epoch: [77] [2280/2904] eta: 0:07:50 lr: 0.002385 loss: 0.1952 (0.2045) loss_rec_all: 0.2208 (0.2303) loss_rec_sfr: 0.3032 (0.3078) loss_cl: -0.2796 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [14:51:47.896816] Epoch: [77] [2300/2904] eta: 0:07:35 lr: 0.002385 loss: 0.1961 (0.2046) loss_rec_all: 0.2218 (0.2303) loss_rec_sfr: 0.3008 (0.3080) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [14:52:02.816218] Epoch: [77] [2320/2904] eta: 0:07:20 lr: 0.002385 loss: 0.1964 (0.2047) loss_rec_all: 0.2221 (0.2304) loss_rec_sfr: 0.2805 (0.3082) loss_cl: -0.2777 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [14:52:17.731639] Epoch: [77] [2340/2904] eta: 0:07:05 lr: 0.002385 loss: 0.1977 (0.2047) loss_rec_all: 0.2232 (0.2305) loss_rec_sfr: 0.3034 (0.3084) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [14:52:32.653050] Epoch: [77] [2360/2904] eta: 0:06:50 lr: 0.002385 loss: 0.1989 (0.2048) loss_rec_all: 0.2246 (0.2305) loss_rec_sfr: 0.3036 (0.3087) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [14:52:47.577182] Epoch: [77] [2380/2904] eta: 0:06:35 lr: 0.002385 loss: 0.2012 (0.2049) loss_rec_all: 0.2266 (0.2306) loss_rec_sfr: 0.3071 (0.3090) loss_cl: -0.2791 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [14:53:02.503241] Epoch: [77] [2400/2904] eta: 0:06:19 lr: 0.002385 loss: 0.1976 (0.2049) loss_rec_all: 0.2235 (0.2306) loss_rec_sfr: 0.2679 (0.3089) loss_cl: -0.2779 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [14:53:17.424604] Epoch: [77] [2420/2904] eta: 0:06:04 lr: 0.002385 loss: 0.1978 (0.2049) loss_rec_all: 0.2235 (0.2306) loss_rec_sfr: 0.2938 (0.3090) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [14:53:32.352030] Epoch: [77] [2440/2904] eta: 0:05:49 lr: 0.002385 loss: 0.1985 (0.2050) loss_rec_all: 0.2243 (0.2307) loss_rec_sfr: 0.3128 (0.3093) loss_cl: -0.2798 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [14:53:47.272038] Epoch: [77] [2460/2904] eta: 0:05:34 lr: 0.002385 loss: 0.1956 (0.2050) loss_rec_all: 0.2212 (0.2307) loss_rec_sfr: 0.3031 (0.3094) loss_cl: -0.2793 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [14:54:02.190635] Epoch: [77] [2480/2904] eta: 0:05:19 lr: 0.002385 loss: 0.1926 (0.2050) loss_rec_all: 0.2183 (0.2307) loss_rec_sfr: 0.2731 (0.3093) loss_cl: -0.2771 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [14:54:17.117654] Epoch: [77] [2500/2904] eta: 0:05:04 lr: 0.002385 loss: 0.1961 (0.2050) loss_rec_all: 0.2223 (0.2307) loss_rec_sfr: 0.2742 (0.3091) loss_cl: -0.2787 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [14:54:32.039906] Epoch: [77] [2520/2904] eta: 0:04:49 lr: 0.002385 loss: 0.1968 (0.2050) loss_rec_all: 0.2227 (0.2307) loss_rec_sfr: 0.2884 (0.3093) loss_cl: -0.2791 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [14:54:46.964517] Epoch: [77] [2540/2904] eta: 0:04:34 lr: 0.002385 loss: 0.1955 (0.2051) loss_rec_all: 0.2217 (0.2308) loss_rec_sfr: 0.2887 (0.3094) loss_cl: -0.2781 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [14:55:01.890280] Epoch: [77] [2560/2904] eta: 0:04:19 lr: 0.002385 loss: 0.1952 (0.2051) loss_rec_all: 0.2209 (0.2308) loss_rec_sfr: 0.2955 (0.3095) loss_cl: -0.2782 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [14:55:16.809425] Epoch: [77] [2580/2904] eta: 0:04:04 lr: 0.002385 loss: 0.1931 (0.2051) loss_rec_all: 0.2193 (0.2308) loss_rec_sfr: 0.3029 (0.3097) loss_cl: -0.2800 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [14:55:31.731876] Epoch: [77] [2600/2904] eta: 0:03:48 lr: 0.002385 loss: 0.1984 (0.2051) loss_rec_all: 0.2243 (0.2308) loss_rec_sfr: 0.2868 (0.3095) loss_cl: -0.2778 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [14:55:46.652656] Epoch: [77] [2620/2904] eta: 0:03:33 lr: 0.002385 loss: 0.1918 (0.2050) loss_rec_all: 0.2180 (0.2308) loss_rec_sfr: 0.2738 (0.3094) loss_cl: -0.2795 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [14:56:01.574472] Epoch: [77] [2640/2904] eta: 0:03:18 lr: 0.002385 loss: 0.1944 (0.2050) loss_rec_all: 0.2205 (0.2307) loss_rec_sfr: 0.2990 (0.3093) loss_cl: -0.2792 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [14:56:16.502896] Epoch: [77] [2660/2904] eta: 0:03:03 lr: 0.002385 loss: 0.1984 (0.2051) loss_rec_all: 0.2241 (0.2308) loss_rec_sfr: 0.2869 (0.3095) loss_cl: -0.2794 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [14:56:31.419458] Epoch: [77] [2680/2904] eta: 0:02:48 lr: 0.002385 loss: 0.1929 (0.2051) loss_rec_all: 0.2184 (0.2308) loss_rec_sfr: 0.2852 (0.3095) loss_cl: -0.2780 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [14:56:46.340787] Epoch: [77] [2700/2904] eta: 0:02:33 lr: 0.002385 loss: 0.1941 (0.2051) loss_rec_all: 0.2196 (0.2308) loss_rec_sfr: 0.2760 (0.3094) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [14:57:01.256022] Epoch: [77] [2720/2904] eta: 0:02:18 lr: 0.002385 loss: 0.1975 (0.2051) loss_rec_all: 0.2233 (0.2308) loss_rec_sfr: 0.2755 (0.3092) loss_cl: -0.2798 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [14:57:16.171932] Epoch: [77] [2740/2904] eta: 0:02:03 lr: 0.002385 loss: 0.1931 (0.2051) loss_rec_all: 0.2193 (0.2308) loss_rec_sfr: 0.2853 (0.3091) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [14:57:31.088471] Epoch: [77] [2760/2904] eta: 0:01:48 lr: 0.002385 loss: 0.1908 (0.2050) loss_rec_all: 0.2164 (0.2307) loss_rec_sfr: 0.2522 (0.3089) loss_cl: -0.2778 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [14:57:46.007924] Epoch: [77] [2780/2904] eta: 0:01:33 lr: 0.002385 loss: 0.1917 (0.2049) loss_rec_all: 0.2174 (0.2307) loss_rec_sfr: 0.3006 (0.3088) loss_cl: -0.2782 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [14:58:00.930295] Epoch: [77] [2800/2904] eta: 0:01:18 lr: 0.002385 loss: 0.1928 (0.2049) loss_rec_all: 0.2190 (0.2306) loss_rec_sfr: 0.2746 (0.3087) loss_cl: -0.2798 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [14:58:15.848542] Epoch: [77] [2820/2904] eta: 0:01:03 lr: 0.002385 loss: 0.1927 (0.2049) loss_rec_all: 0.2188 (0.2306) loss_rec_sfr: 0.2883 (0.3086) loss_cl: -0.2796 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [14:58:30.799875] Epoch: [77] [2840/2904] eta: 0:00:48 lr: 0.002385 loss: 0.1964 (0.2049) loss_rec_all: 0.2224 (0.2306) loss_rec_sfr: 0.2963 (0.3087) loss_cl: -0.2779 (-0.2788) time: 0.7475 data: 0.0023 max mem: 29860 [14:58:45.708271] Epoch: [77] [2860/2904] eta: 0:00:33 lr: 0.002385 loss: 0.1966 (0.2049) loss_rec_all: 0.2227 (0.2306) loss_rec_sfr: 0.2924 (0.3087) loss_cl: -0.2777 (-0.2788) time: 0.7454 data: 0.0001 max mem: 29860 [14:59:00.617865] Epoch: [77] [2880/2904] eta: 0:00:18 lr: 0.002385 loss: 0.1938 (0.2049) loss_rec_all: 0.2194 (0.2306) loss_rec_sfr: 0.2844 (0.3086) loss_cl: -0.2789 (-0.2788) time: 0.7454 data: 0.0001 max mem: 29860 [14:59:15.526647] Epoch: [77] [2900/2904] eta: 0:00:03 lr: 0.002385 loss: 0.1971 (0.2049) loss_rec_all: 0.2227 (0.2306) loss_rec_sfr: 0.2847 (0.3086) loss_cl: -0.2792 (-0.2788) time: 0.7454 data: 0.0001 max mem: 29860 [14:59:17.769123] Epoch: [77] [2903/2904] eta: 0:00:00 lr: 0.002385 loss: 0.1971 (0.2049) loss_rec_all: 0.2228 (0.2306) loss_rec_sfr: 0.2847 (0.3087) loss_cl: -0.2792 (-0.2788) time: 0.7454 data: 0.0001 max mem: 29860 [14:59:19.813674] Epoch: [77] Total time: 0:36:27 (0.7532 s / it) [14:59:19.827158] Averaged stats: lr: 0.002385 loss: 0.1971 (0.2072) loss_rec_all: 0.2228 (0.2306) loss_rec_sfr: 0.2847 (0.3089) loss_cl: -0.2792 (-0.2555) [14:59:19.831752] log_dir: ./checkpoint/VF2_ViT-B [14:59:35.816931] Epoch: [78] [ 0/2904] eta: 12:53:37 lr: 0.002385 loss: 0.1880 (0.1880) loss_rec_all: 0.2145 (0.2145) loss_rec_sfr: 0.2118 (0.2118) loss_cl: -0.2796 (-0.2796) time: 15.9838 data: 9.6124 max mem: 29860 [14:59:52.719985] Epoch: [78] [ 20/2904] eta: 1:15:16 lr: 0.002385 loss: 0.1932 (0.2008) loss_rec_all: 0.2188 (0.2266) loss_rec_sfr: 0.3015 (0.3009) loss_cl: -0.2792 (-0.2792) time: 0.8451 data: 0.0796 max mem: 29860 [15:00:07.598515] Epoch: [78] [ 40/2904] eta: 0:55:36 lr: 0.002385 loss: 0.1951 (0.2020) loss_rec_all: 0.2207 (0.2278) loss_rec_sfr: 0.2761 (0.2989) loss_cl: -0.2790 (-0.2790) time: 0.7439 data: 0.0002 max mem: 29860 [15:00:22.490138] Epoch: [78] [ 60/2904] eta: 0:48:41 lr: 0.002385 loss: 0.1952 (0.2021) loss_rec_all: 0.2212 (0.2279) loss_rec_sfr: 0.2770 (0.2987) loss_cl: -0.2786 (-0.2788) time: 0.7445 data: 0.0002 max mem: 29860 [15:00:37.401977] Epoch: [78] [ 80/2904] eta: 0:45:04 lr: 0.002385 loss: 0.1972 (0.2044) loss_rec_all: 0.2229 (0.2302) loss_rec_sfr: 0.2985 (0.3051) loss_cl: -0.2791 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [15:00:52.300924] Epoch: [78] [ 100/2904] eta: 0:42:47 lr: 0.002385 loss: 0.1923 (0.2022) loss_rec_all: 0.2186 (0.2280) loss_rec_sfr: 0.2629 (0.2978) loss_cl: -0.2798 (-0.2790) time: 0.7449 data: 0.0002 max mem: 29860 [15:01:07.214470] Epoch: [78] [ 120/2904] eta: 0:41:10 lr: 0.002385 loss: 0.1943 (0.2018) loss_rec_all: 0.2206 (0.2276) loss_rec_sfr: 0.2779 (0.2964) loss_cl: -0.2785 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [15:01:22.130912] Epoch: [78] [ 140/2904] eta: 0:39:57 lr: 0.002385 loss: 0.1936 (0.2022) loss_rec_all: 0.2198 (0.2280) loss_rec_sfr: 0.2815 (0.2976) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [15:01:37.051560] Epoch: [78] [ 160/2904] eta: 0:38:58 lr: 0.002385 loss: 0.1950 (0.2022) loss_rec_all: 0.2209 (0.2280) loss_rec_sfr: 0.2854 (0.2975) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [15:01:51.982925] Epoch: [78] [ 180/2904] eta: 0:38:09 lr: 0.002385 loss: 0.1928 (0.2026) loss_rec_all: 0.2189 (0.2284) loss_rec_sfr: 0.2615 (0.2985) loss_cl: -0.2785 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [15:02:06.935832] Epoch: [78] [ 200/2904] eta: 0:37:27 lr: 0.002385 loss: 0.1941 (0.2028) loss_rec_all: 0.2199 (0.2286) loss_rec_sfr: 0.2902 (0.3002) loss_cl: -0.2794 (-0.2788) time: 0.7476 data: 0.0002 max mem: 29860 [15:02:21.865234] Epoch: [78] [ 220/2904] eta: 0:36:50 lr: 0.002385 loss: 0.1923 (0.2028) loss_rec_all: 0.2184 (0.2286) loss_rec_sfr: 0.2996 (0.3008) loss_cl: -0.2788 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [15:02:36.799072] Epoch: [78] [ 240/2904] eta: 0:36:17 lr: 0.002385 loss: 0.1939 (0.2034) loss_rec_all: 0.2199 (0.2292) loss_rec_sfr: 0.2967 (0.3031) loss_cl: -0.2784 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [15:02:51.723143] Epoch: [78] [ 260/2904] eta: 0:35:46 lr: 0.002385 loss: 0.1922 (0.2033) loss_rec_all: 0.2183 (0.2291) loss_rec_sfr: 0.2846 (0.3033) loss_cl: -0.2790 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [15:03:06.643724] Epoch: [78] [ 280/2904] eta: 0:35:17 lr: 0.002385 loss: 0.1960 (0.2035) loss_rec_all: 0.2219 (0.2292) loss_rec_sfr: 0.2782 (0.3032) loss_cl: -0.2792 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [15:03:21.569983] Epoch: [78] [ 300/2904] eta: 0:34:51 lr: 0.002385 loss: 0.2019 (0.2041) loss_rec_all: 0.2280 (0.2299) loss_rec_sfr: 0.2823 (0.3047) loss_cl: -0.2789 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [15:03:36.496146] Epoch: [78] [ 320/2904] eta: 0:34:25 lr: 0.002385 loss: 0.1951 (0.2046) loss_rec_all: 0.2208 (0.2304) loss_rec_sfr: 0.2808 (0.3057) loss_cl: -0.2784 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [15:03:51.437180] Epoch: [78] [ 340/2904] eta: 0:34:02 lr: 0.002385 loss: 0.1968 (0.2046) loss_rec_all: 0.2229 (0.2303) loss_rec_sfr: 0.2695 (0.3052) loss_cl: -0.2792 (-0.2788) time: 0.7470 data: 0.0002 max mem: 29860 [15:04:06.365212] Epoch: [78] [ 360/2904] eta: 0:33:39 lr: 0.002385 loss: 0.1988 (0.2050) loss_rec_all: 0.2244 (0.2307) loss_rec_sfr: 0.2719 (0.3063) loss_cl: -0.2784 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [15:04:21.317523] Epoch: [78] [ 380/2904] eta: 0:33:17 lr: 0.002385 loss: 0.1946 (0.2049) loss_rec_all: 0.2201 (0.2307) loss_rec_sfr: 0.2953 (0.3063) loss_cl: -0.2790 (-0.2788) time: 0.7476 data: 0.0002 max mem: 29860 [15:04:36.241020] Epoch: [78] [ 400/2904] eta: 0:32:55 lr: 0.002385 loss: 0.1986 (0.2053) loss_rec_all: 0.2242 (0.2310) loss_rec_sfr: 0.2984 (0.3080) loss_cl: -0.2787 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [15:04:51.168977] Epoch: [78] [ 420/2904] eta: 0:32:34 lr: 0.002385 loss: 0.1943 (0.2049) loss_rec_all: 0.2202 (0.2307) loss_rec_sfr: 0.2684 (0.3066) loss_cl: -0.2790 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [15:05:06.102214] Epoch: [78] [ 440/2904] eta: 0:32:14 lr: 0.002385 loss: 0.2011 (0.2050) loss_rec_all: 0.2272 (0.2307) loss_rec_sfr: 0.2801 (0.3069) loss_cl: -0.2787 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [15:05:21.028364] Epoch: [78] [ 460/2904] eta: 0:31:54 lr: 0.002385 loss: 0.1978 (0.2051) loss_rec_all: 0.2239 (0.2308) loss_rec_sfr: 0.2886 (0.3072) loss_cl: -0.2783 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [15:05:35.953760] Epoch: [78] [ 480/2904] eta: 0:31:35 lr: 0.002385 loss: 0.1948 (0.2049) loss_rec_all: 0.2204 (0.2307) loss_rec_sfr: 0.2798 (0.3068) loss_cl: -0.2791 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [15:05:50.870153] Epoch: [78] [ 500/2904] eta: 0:31:16 lr: 0.002385 loss: 0.1950 (0.2051) loss_rec_all: 0.2209 (0.2308) loss_rec_sfr: 0.2946 (0.3078) loss_cl: -0.2794 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [15:06:05.782930] Epoch: [78] [ 520/2904] eta: 0:30:57 lr: 0.002385 loss: 0.1983 (0.2055) loss_rec_all: 0.2241 (0.2312) loss_rec_sfr: 0.3067 (0.3093) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [15:06:20.702509] Epoch: [78] [ 540/2904] eta: 0:30:38 lr: 0.002385 loss: 0.1937 (0.2055) loss_rec_all: 0.2197 (0.2312) loss_rec_sfr: 0.2672 (0.3091) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [15:06:35.623702] Epoch: [78] [ 560/2904] eta: 0:30:20 lr: 0.002385 loss: 0.1928 (0.2052) loss_rec_all: 0.2188 (0.2309) loss_rec_sfr: 0.2768 (0.3084) loss_cl: -0.2779 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [15:06:50.543415] Epoch: [78] [ 580/2904] eta: 0:30:02 lr: 0.002385 loss: 0.1937 (0.2049) loss_rec_all: 0.2197 (0.2307) loss_rec_sfr: 0.2839 (0.3075) loss_cl: -0.2785 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [15:07:05.461543] Epoch: [78] [ 600/2904] eta: 0:29:44 lr: 0.002385 loss: 0.1916 (0.2047) loss_rec_all: 0.2178 (0.2304) loss_rec_sfr: 0.2802 (0.3065) loss_cl: -0.2790 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [15:07:20.383258] Epoch: [78] [ 620/2904] eta: 0:29:27 lr: 0.002385 loss: 0.1992 (0.2048) loss_rec_all: 0.2253 (0.2305) loss_rec_sfr: 0.2795 (0.3068) loss_cl: -0.2794 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [15:07:35.305561] Epoch: [78] [ 640/2904] eta: 0:29:09 lr: 0.002385 loss: 0.1977 (0.2049) loss_rec_all: 0.2234 (0.2307) loss_rec_sfr: 0.3080 (0.3075) loss_cl: -0.2801 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [15:07:50.230016] Epoch: [78] [ 660/2904] eta: 0:28:52 lr: 0.002385 loss: 0.1996 (0.2051) loss_rec_all: 0.2255 (0.2309) loss_rec_sfr: 0.2773 (0.3079) loss_cl: -0.2788 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [15:08:05.153463] Epoch: [78] [ 680/2904] eta: 0:28:35 lr: 0.002385 loss: 0.1927 (0.2052) loss_rec_all: 0.2186 (0.2309) loss_rec_sfr: 0.2659 (0.3081) loss_cl: -0.2782 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [15:08:20.076450] Epoch: [78] [ 700/2904] eta: 0:28:18 lr: 0.002385 loss: 0.1947 (0.2050) loss_rec_all: 0.2211 (0.2307) loss_rec_sfr: 0.2786 (0.3075) loss_cl: -0.2787 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [15:08:34.995183] Epoch: [78] [ 720/2904] eta: 0:28:01 lr: 0.002385 loss: 0.1934 (0.2049) loss_rec_all: 0.2195 (0.2306) loss_rec_sfr: 0.2559 (0.3068) loss_cl: -0.2784 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [15:08:49.911136] Epoch: [78] [ 740/2904] eta: 0:27:44 lr: 0.002385 loss: 0.1936 (0.2048) loss_rec_all: 0.2192 (0.2305) loss_rec_sfr: 0.2778 (0.3066) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [15:09:04.825038] Epoch: [78] [ 760/2904] eta: 0:27:28 lr: 0.002385 loss: 0.1936 (0.2048) loss_rec_all: 0.2195 (0.2306) loss_rec_sfr: 0.3053 (0.3070) loss_cl: -0.2794 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [15:09:19.750150] Epoch: [78] [ 780/2904] eta: 0:27:11 lr: 0.002385 loss: 0.1966 (0.2049) loss_rec_all: 0.2223 (0.2307) loss_rec_sfr: 0.2803 (0.3070) loss_cl: -0.2790 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [15:09:34.676255] Epoch: [78] [ 800/2904] eta: 0:26:54 lr: 0.002385 loss: 0.1926 (0.2050) loss_rec_all: 0.2185 (0.2307) loss_rec_sfr: 0.2565 (0.3068) loss_cl: -0.2789 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [15:09:49.606151] Epoch: [78] [ 820/2904] eta: 0:26:38 lr: 0.002385 loss: 0.1969 (0.2051) loss_rec_all: 0.2229 (0.2308) loss_rec_sfr: 0.2713 (0.3068) loss_cl: -0.2787 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [15:10:04.533061] Epoch: [78] [ 840/2904] eta: 0:26:22 lr: 0.002385 loss: 0.1960 (0.2053) loss_rec_all: 0.2218 (0.2310) loss_rec_sfr: 0.3117 (0.3074) loss_cl: -0.2779 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [15:10:19.454956] Epoch: [78] [ 860/2904] eta: 0:26:05 lr: 0.002385 loss: 0.1921 (0.2054) loss_rec_all: 0.2182 (0.2311) loss_rec_sfr: 0.3013 (0.3080) loss_cl: -0.2787 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [15:10:34.378791] Epoch: [78] [ 880/2904] eta: 0:25:49 lr: 0.002385 loss: 0.1969 (0.2055) loss_rec_all: 0.2225 (0.2312) loss_rec_sfr: 0.2879 (0.3083) loss_cl: -0.2776 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [15:10:49.300456] Epoch: [78] [ 900/2904] eta: 0:25:33 lr: 0.002385 loss: 0.1939 (0.2055) loss_rec_all: 0.2196 (0.2313) loss_rec_sfr: 0.3024 (0.3089) loss_cl: -0.2790 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [15:11:04.217816] Epoch: [78] [ 920/2904] eta: 0:25:17 lr: 0.002385 loss: 0.1947 (0.2054) loss_rec_all: 0.2203 (0.2312) loss_rec_sfr: 0.2823 (0.3086) loss_cl: -0.2788 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [15:11:19.135341] Epoch: [78] [ 940/2904] eta: 0:25:01 lr: 0.002385 loss: 0.1945 (0.2055) loss_rec_all: 0.2203 (0.2312) loss_rec_sfr: 0.2862 (0.3089) loss_cl: -0.2795 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [15:11:34.052370] Epoch: [78] [ 960/2904] eta: 0:24:45 lr: 0.002385 loss: 0.1983 (0.2055) loss_rec_all: 0.2243 (0.2312) loss_rec_sfr: 0.2890 (0.3088) loss_cl: -0.2787 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [15:11:48.970242] Epoch: [78] [ 980/2904] eta: 0:24:29 lr: 0.002385 loss: 0.1942 (0.2055) loss_rec_all: 0.2199 (0.2312) loss_rec_sfr: 0.2642 (0.3086) loss_cl: -0.2773 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [15:12:03.892074] Epoch: [78] [1000/2904] eta: 0:24:13 lr: 0.002385 loss: 0.1947 (0.2054) loss_rec_all: 0.2208 (0.2312) loss_rec_sfr: 0.2744 (0.3083) loss_cl: -0.2788 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [15:12:18.818305] Epoch: [78] [1020/2904] eta: 0:23:57 lr: 0.002385 loss: 0.1998 (0.2055) loss_rec_all: 0.2258 (0.2312) loss_rec_sfr: 0.2846 (0.3083) loss_cl: -0.2795 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [15:12:33.754000] Epoch: [78] [1040/2904] eta: 0:23:41 lr: 0.002385 loss: 0.1976 (0.2055) loss_rec_all: 0.2236 (0.2312) loss_rec_sfr: 0.2798 (0.3083) loss_cl: -0.2797 (-0.2787) time: 0.7467 data: 0.0002 max mem: 29860 [15:12:48.681947] Epoch: [78] [1060/2904] eta: 0:23:25 lr: 0.002385 loss: 0.1965 (0.2055) loss_rec_all: 0.2226 (0.2313) loss_rec_sfr: 0.2873 (0.3083) loss_cl: -0.2782 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [15:13:03.604682] Epoch: [78] [1080/2904] eta: 0:23:09 lr: 0.002385 loss: 0.1959 (0.2054) loss_rec_all: 0.2220 (0.2312) loss_rec_sfr: 0.2851 (0.3081) loss_cl: -0.2786 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [15:13:18.535393] Epoch: [78] [1100/2904] eta: 0:22:54 lr: 0.002385 loss: 0.1907 (0.2054) loss_rec_all: 0.2164 (0.2311) loss_rec_sfr: 0.3009 (0.3083) loss_cl: -0.2786 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [15:13:33.466120] Epoch: [78] [1120/2904] eta: 0:22:38 lr: 0.002385 loss: 0.1951 (0.2053) loss_rec_all: 0.2208 (0.2310) loss_rec_sfr: 0.2959 (0.3079) loss_cl: -0.2780 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [15:13:48.406389] Epoch: [78] [1140/2904] eta: 0:22:22 lr: 0.002385 loss: 0.1901 (0.2052) loss_rec_all: 0.2160 (0.2309) loss_rec_sfr: 0.2597 (0.3077) loss_cl: -0.2795 (-0.2787) time: 0.7470 data: 0.0002 max mem: 29860 [15:14:03.338353] Epoch: [78] [1160/2904] eta: 0:22:07 lr: 0.002385 loss: 0.1934 (0.2051) loss_rec_all: 0.2196 (0.2308) loss_rec_sfr: 0.2665 (0.3075) loss_cl: -0.2791 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [15:14:18.283055] Epoch: [78] [1180/2904] eta: 0:21:51 lr: 0.002385 loss: 0.1912 (0.2051) loss_rec_all: 0.2170 (0.2308) loss_rec_sfr: 0.2719 (0.3073) loss_cl: -0.2796 (-0.2787) time: 0.7472 data: 0.0002 max mem: 29860 [15:14:33.202496] Epoch: [78] [1200/2904] eta: 0:21:35 lr: 0.002385 loss: 0.1948 (0.2050) loss_rec_all: 0.2206 (0.2308) loss_rec_sfr: 0.2967 (0.3072) loss_cl: -0.2796 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [15:14:48.129228] Epoch: [78] [1220/2904] eta: 0:21:20 lr: 0.002385 loss: 0.1984 (0.2051) loss_rec_all: 0.2241 (0.2308) loss_rec_sfr: 0.2774 (0.3073) loss_cl: -0.2785 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [15:15:03.061937] Epoch: [78] [1240/2904] eta: 0:21:04 lr: 0.002385 loss: 0.1999 (0.2052) loss_rec_all: 0.2257 (0.2309) loss_rec_sfr: 0.2749 (0.3075) loss_cl: -0.2783 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [15:15:17.987388] Epoch: [78] [1260/2904] eta: 0:20:49 lr: 0.002385 loss: 0.1952 (0.2053) loss_rec_all: 0.2211 (0.2310) loss_rec_sfr: 0.3070 (0.3078) loss_cl: -0.2788 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [15:15:32.925611] Epoch: [78] [1280/2904] eta: 0:20:33 lr: 0.002385 loss: 0.1972 (0.2054) loss_rec_all: 0.2230 (0.2311) loss_rec_sfr: 0.2932 (0.3081) loss_cl: -0.2786 (-0.2787) time: 0.7469 data: 0.0002 max mem: 29860 [15:15:47.846183] Epoch: [78] [1300/2904] eta: 0:20:18 lr: 0.002385 loss: 0.1940 (0.2054) loss_rec_all: 0.2196 (0.2311) loss_rec_sfr: 0.2845 (0.3082) loss_cl: -0.2777 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [15:16:02.765408] Epoch: [78] [1320/2904] eta: 0:20:02 lr: 0.002385 loss: 0.1983 (0.2055) loss_rec_all: 0.2241 (0.2312) loss_rec_sfr: 0.3073 (0.3089) loss_cl: -0.2791 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [15:16:17.686758] Epoch: [78] [1340/2904] eta: 0:19:47 lr: 0.002385 loss: 0.1950 (0.2056) loss_rec_all: 0.2210 (0.2313) loss_rec_sfr: 0.2789 (0.3090) loss_cl: -0.2794 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [15:16:32.625029] Epoch: [78] [1360/2904] eta: 0:19:31 lr: 0.002385 loss: 0.1941 (0.2055) loss_rec_all: 0.2200 (0.2312) loss_rec_sfr: 0.2876 (0.3088) loss_cl: -0.2795 (-0.2787) time: 0.7469 data: 0.0002 max mem: 29860 [15:16:47.553843] Epoch: [78] [1380/2904] eta: 0:19:16 lr: 0.002385 loss: 0.1938 (0.2055) loss_rec_all: 0.2201 (0.2312) loss_rec_sfr: 0.3017 (0.3089) loss_cl: -0.2784 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [15:17:02.481606] Epoch: [78] [1400/2904] eta: 0:19:00 lr: 0.002385 loss: 0.1922 (0.2054) loss_rec_all: 0.2187 (0.2311) loss_rec_sfr: 0.2851 (0.3089) loss_cl: -0.2790 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [15:17:17.411543] Epoch: [78] [1420/2904] eta: 0:18:45 lr: 0.002385 loss: 0.1948 (0.2053) loss_rec_all: 0.2204 (0.2310) loss_rec_sfr: 0.2981 (0.3088) loss_cl: -0.2795 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [15:17:32.341003] Epoch: [78] [1440/2904] eta: 0:18:29 lr: 0.002385 loss: 0.1911 (0.2052) loss_rec_all: 0.2170 (0.2310) loss_rec_sfr: 0.2858 (0.3085) loss_cl: -0.2790 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [15:17:47.279762] Epoch: [78] [1460/2904] eta: 0:18:14 lr: 0.002385 loss: 0.1942 (0.2053) loss_rec_all: 0.2203 (0.2310) loss_rec_sfr: 0.2822 (0.3086) loss_cl: -0.2787 (-0.2787) time: 0.7469 data: 0.0002 max mem: 29860 [15:18:02.200433] Epoch: [78] [1480/2904] eta: 0:17:59 lr: 0.002385 loss: 0.1907 (0.2051) loss_rec_all: 0.2169 (0.2309) loss_rec_sfr: 0.2506 (0.3081) loss_cl: -0.2781 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [15:18:17.116085] Epoch: [78] [1500/2904] eta: 0:17:43 lr: 0.002385 loss: 0.2010 (0.2052) loss_rec_all: 0.2268 (0.2309) loss_rec_sfr: 0.3003 (0.3084) loss_cl: -0.2786 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [15:18:32.029401] Epoch: [78] [1520/2904] eta: 0:17:28 lr: 0.002385 loss: 0.1948 (0.2052) loss_rec_all: 0.2212 (0.2309) loss_rec_sfr: 0.2961 (0.3085) loss_cl: -0.2788 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [15:18:46.950405] Epoch: [78] [1540/2904] eta: 0:17:13 lr: 0.002385 loss: 0.1958 (0.2053) loss_rec_all: 0.2220 (0.2310) loss_rec_sfr: 0.2800 (0.3087) loss_cl: -0.2796 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [15:19:01.870438] Epoch: [78] [1560/2904] eta: 0:16:57 lr: 0.002385 loss: 0.1982 (0.2053) loss_rec_all: 0.2244 (0.2310) loss_rec_sfr: 0.2863 (0.3087) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [15:19:16.788001] Epoch: [78] [1580/2904] eta: 0:16:42 lr: 0.002385 loss: 0.1924 (0.2053) loss_rec_all: 0.2185 (0.2310) loss_rec_sfr: 0.2967 (0.3089) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [15:19:31.702701] Epoch: [78] [1600/2904] eta: 0:16:27 lr: 0.002385 loss: 0.1943 (0.2053) loss_rec_all: 0.2200 (0.2310) loss_rec_sfr: 0.2637 (0.3086) loss_cl: -0.2781 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [15:19:46.619229] Epoch: [78] [1620/2904] eta: 0:16:11 lr: 0.002385 loss: 0.1942 (0.2053) loss_rec_all: 0.2205 (0.2310) loss_rec_sfr: 0.3032 (0.3088) loss_cl: -0.2783 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [15:20:01.531651] Epoch: [78] [1640/2904] eta: 0:15:56 lr: 0.002385 loss: 0.1939 (0.2052) loss_rec_all: 0.2197 (0.2309) loss_rec_sfr: 0.2793 (0.3084) loss_cl: -0.2792 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [15:20:16.447284] Epoch: [78] [1660/2904] eta: 0:15:41 lr: 0.002385 loss: 0.1937 (0.2051) loss_rec_all: 0.2196 (0.2308) loss_rec_sfr: 0.2898 (0.3082) loss_cl: -0.2799 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [15:20:31.368830] Epoch: [78] [1680/2904] eta: 0:15:25 lr: 0.002385 loss: 0.1952 (0.2052) loss_rec_all: 0.2212 (0.2309) loss_rec_sfr: 0.2977 (0.3087) loss_cl: -0.2785 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [15:20:46.288029] Epoch: [78] [1700/2904] eta: 0:15:10 lr: 0.002385 loss: 0.1921 (0.2052) loss_rec_all: 0.2179 (0.2309) loss_rec_sfr: 0.2933 (0.3086) loss_cl: -0.2786 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [15:21:01.343379] Epoch: [78] [1720/2904] eta: 0:14:55 lr: 0.002385 loss: 0.1951 (0.2053) loss_rec_all: 0.2207 (0.2310) loss_rec_sfr: 0.3032 (0.3089) loss_cl: -0.2777 (-0.2787) time: 0.7527 data: 0.0002 max mem: 29860 [15:21:16.255784] Epoch: [78] [1740/2904] eta: 0:14:40 lr: 0.002385 loss: 0.1936 (0.2052) loss_rec_all: 0.2195 (0.2309) loss_rec_sfr: 0.2920 (0.3088) loss_cl: -0.2782 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [15:21:31.173106] Epoch: [78] [1760/2904] eta: 0:14:24 lr: 0.002385 loss: 0.1932 (0.2051) loss_rec_all: 0.2190 (0.2308) loss_rec_sfr: 0.2638 (0.3084) loss_cl: -0.2795 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [15:21:46.087878] Epoch: [78] [1780/2904] eta: 0:14:09 lr: 0.002385 loss: 0.1917 (0.2051) loss_rec_all: 0.2175 (0.2308) loss_rec_sfr: 0.2900 (0.3082) loss_cl: -0.2793 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [15:22:00.999905] Epoch: [78] [1800/2904] eta: 0:13:54 lr: 0.002385 loss: 0.1913 (0.2051) loss_rec_all: 0.2171 (0.2308) loss_rec_sfr: 0.2896 (0.3083) loss_cl: -0.2783 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [15:22:15.915741] Epoch: [78] [1820/2904] eta: 0:13:39 lr: 0.002385 loss: 0.1942 (0.2051) loss_rec_all: 0.2203 (0.2308) loss_rec_sfr: 0.3059 (0.3084) loss_cl: -0.2783 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [15:22:30.836849] Epoch: [78] [1840/2904] eta: 0:13:23 lr: 0.002385 loss: 0.1943 (0.2052) loss_rec_all: 0.2201 (0.2309) loss_rec_sfr: 0.2899 (0.3086) loss_cl: -0.2784 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [15:22:45.754373] Epoch: [78] [1860/2904] eta: 0:13:08 lr: 0.002385 loss: 0.1924 (0.2051) loss_rec_all: 0.2186 (0.2308) loss_rec_sfr: 0.2803 (0.3085) loss_cl: -0.2797 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [15:23:00.672755] Epoch: [78] [1880/2904] eta: 0:12:53 lr: 0.002385 loss: 0.1975 (0.2051) loss_rec_all: 0.2233 (0.2308) loss_rec_sfr: 0.2865 (0.3084) loss_cl: -0.2785 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [15:23:15.597653] Epoch: [78] [1900/2904] eta: 0:12:38 lr: 0.002385 loss: 0.1971 (0.2051) loss_rec_all: 0.2229 (0.2308) loss_rec_sfr: 0.2699 (0.3082) loss_cl: -0.2784 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [15:23:30.511832] Epoch: [78] [1920/2904] eta: 0:12:23 lr: 0.002385 loss: 0.1995 (0.2050) loss_rec_all: 0.2253 (0.2308) loss_rec_sfr: 0.2757 (0.3081) loss_cl: -0.2792 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [15:23:45.426715] Epoch: [78] [1940/2904] eta: 0:12:07 lr: 0.002385 loss: 0.1964 (0.2051) loss_rec_all: 0.2222 (0.2308) loss_rec_sfr: 0.3059 (0.3084) loss_cl: -0.2792 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [15:24:00.343255] Epoch: [78] [1960/2904] eta: 0:11:52 lr: 0.002385 loss: 0.1970 (0.2052) loss_rec_all: 0.2227 (0.2309) loss_rec_sfr: 0.3077 (0.3087) loss_cl: -0.2788 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [15:24:15.262961] Epoch: [78] [1980/2904] eta: 0:11:37 lr: 0.002385 loss: 0.1940 (0.2051) loss_rec_all: 0.2197 (0.2308) loss_rec_sfr: 0.2798 (0.3085) loss_cl: -0.2780 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [15:24:30.182925] Epoch: [78] [2000/2904] eta: 0:11:22 lr: 0.002385 loss: 0.1926 (0.2051) loss_rec_all: 0.2187 (0.2308) loss_rec_sfr: 0.2797 (0.3085) loss_cl: -0.2791 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [15:24:45.101974] Epoch: [78] [2020/2904] eta: 0:11:07 lr: 0.002385 loss: 0.1944 (0.2051) loss_rec_all: 0.2204 (0.2309) loss_rec_sfr: 0.2860 (0.3085) loss_cl: -0.2785 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [15:25:00.019742] Epoch: [78] [2040/2904] eta: 0:10:51 lr: 0.002385 loss: 0.1952 (0.2052) loss_rec_all: 0.2210 (0.2309) loss_rec_sfr: 0.2780 (0.3085) loss_cl: -0.2786 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [15:25:14.937460] Epoch: [78] [2060/2904] eta: 0:10:36 lr: 0.002385 loss: 0.1930 (0.2051) loss_rec_all: 0.2192 (0.2308) loss_rec_sfr: 0.2741 (0.3083) loss_cl: -0.2794 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [15:25:29.857488] Epoch: [78] [2080/2904] eta: 0:10:21 lr: 0.002385 loss: 0.1948 (0.2051) loss_rec_all: 0.2210 (0.2309) loss_rec_sfr: 0.2742 (0.3084) loss_cl: -0.2787 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [15:25:44.777199] Epoch: [78] [2100/2904] eta: 0:10:06 lr: 0.002385 loss: 0.1975 (0.2052) loss_rec_all: 0.2239 (0.2309) loss_rec_sfr: 0.2987 (0.3085) loss_cl: -0.2791 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [15:25:59.722944] Epoch: [78] [2120/2904] eta: 0:09:51 lr: 0.002385 loss: 0.1955 (0.2052) loss_rec_all: 0.2217 (0.2309) loss_rec_sfr: 0.2856 (0.3084) loss_cl: -0.2784 (-0.2787) time: 0.7472 data: 0.0002 max mem: 29860 [15:26:14.654432] Epoch: [78] [2140/2904] eta: 0:09:36 lr: 0.002385 loss: 0.1937 (0.2052) loss_rec_all: 0.2197 (0.2309) loss_rec_sfr: 0.2783 (0.3084) loss_cl: -0.2790 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [15:26:29.571998] Epoch: [78] [2160/2904] eta: 0:09:21 lr: 0.002385 loss: 0.1914 (0.2052) loss_rec_all: 0.2174 (0.2309) loss_rec_sfr: 0.2985 (0.3085) loss_cl: -0.2779 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [15:26:44.490562] Epoch: [78] [2180/2904] eta: 0:09:05 lr: 0.002385 loss: 0.1940 (0.2051) loss_rec_all: 0.2201 (0.2309) loss_rec_sfr: 0.2924 (0.3084) loss_cl: -0.2794 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [15:26:59.411533] Epoch: [78] [2200/2904] eta: 0:08:50 lr: 0.002385 loss: 0.1993 (0.2053) loss_rec_all: 0.2249 (0.2310) loss_rec_sfr: 0.3006 (0.3088) loss_cl: -0.2793 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [15:27:14.313019] Epoch: [78] [2220/2904] eta: 0:08:35 lr: 0.002385 loss: 0.1963 (0.2052) loss_rec_all: 0.2222 (0.2310) loss_rec_sfr: 0.2822 (0.3088) loss_cl: -0.2800 (-0.2787) time: 0.7450 data: 0.0002 max mem: 29860 [15:27:29.231703] Epoch: [78] [2240/2904] eta: 0:08:20 lr: 0.002385 loss: 0.1940 (0.2053) loss_rec_all: 0.2198 (0.2310) loss_rec_sfr: 0.3049 (0.3089) loss_cl: -0.2787 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [15:27:44.153170] Epoch: [78] [2260/2904] eta: 0:08:05 lr: 0.002385 loss: 0.1998 (0.2054) loss_rec_all: 0.2254 (0.2311) loss_rec_sfr: 0.3142 (0.3094) loss_cl: -0.2790 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [15:27:59.068788] Epoch: [78] [2280/2904] eta: 0:07:50 lr: 0.002385 loss: 0.1972 (0.2055) loss_rec_all: 0.2232 (0.2312) loss_rec_sfr: 0.2880 (0.3096) loss_cl: -0.2793 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [15:28:13.986877] Epoch: [78] [2300/2904] eta: 0:07:35 lr: 0.002385 loss: 0.1955 (0.2055) loss_rec_all: 0.2213 (0.2312) loss_rec_sfr: 0.2800 (0.3095) loss_cl: -0.2792 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [15:28:28.900965] Epoch: [78] [2320/2904] eta: 0:07:20 lr: 0.002385 loss: 0.1932 (0.2054) loss_rec_all: 0.2190 (0.2311) loss_rec_sfr: 0.2813 (0.3093) loss_cl: -0.2796 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [15:28:43.809445] Epoch: [78] [2340/2904] eta: 0:07:04 lr: 0.002385 loss: 0.1991 (0.2054) loss_rec_all: 0.2250 (0.2311) loss_rec_sfr: 0.2737 (0.3092) loss_cl: -0.2780 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [15:28:58.721517] Epoch: [78] [2360/2904] eta: 0:06:49 lr: 0.002385 loss: 0.1957 (0.2054) loss_rec_all: 0.2214 (0.2311) loss_rec_sfr: 0.2946 (0.3091) loss_cl: -0.2787 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [15:29:13.634660] Epoch: [78] [2380/2904] eta: 0:06:34 lr: 0.002385 loss: 0.1920 (0.2054) loss_rec_all: 0.2176 (0.2311) loss_rec_sfr: 0.2717 (0.3091) loss_cl: -0.2780 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [15:29:28.547660] Epoch: [78] [2400/2904] eta: 0:06:19 lr: 0.002385 loss: 0.1910 (0.2053) loss_rec_all: 0.2170 (0.2310) loss_rec_sfr: 0.2692 (0.3089) loss_cl: -0.2790 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [15:29:43.467523] Epoch: [78] [2420/2904] eta: 0:06:04 lr: 0.002385 loss: 0.1957 (0.2053) loss_rec_all: 0.2211 (0.2310) loss_rec_sfr: 0.2833 (0.3087) loss_cl: -0.2788 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [15:29:58.380703] Epoch: [78] [2440/2904] eta: 0:05:49 lr: 0.002385 loss: 0.1978 (0.2053) loss_rec_all: 0.2236 (0.2310) loss_rec_sfr: 0.2785 (0.3087) loss_cl: -0.2792 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [15:30:13.290704] Epoch: [78] [2460/2904] eta: 0:05:34 lr: 0.002385 loss: 0.1965 (0.2053) loss_rec_all: 0.2226 (0.2310) loss_rec_sfr: 0.3091 (0.3088) loss_cl: -0.2790 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [15:30:28.205083] Epoch: [78] [2480/2904] eta: 0:05:19 lr: 0.002385 loss: 0.1954 (0.2053) loss_rec_all: 0.2211 (0.2310) loss_rec_sfr: 0.2785 (0.3088) loss_cl: -0.2779 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [15:30:43.124818] Epoch: [78] [2500/2904] eta: 0:05:04 lr: 0.002385 loss: 0.1946 (0.2053) loss_rec_all: 0.2209 (0.2310) loss_rec_sfr: 0.2929 (0.3088) loss_cl: -0.2789 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [15:30:58.038235] Epoch: [78] [2520/2904] eta: 0:04:49 lr: 0.002385 loss: 0.1956 (0.2053) loss_rec_all: 0.2217 (0.2310) loss_rec_sfr: 0.2789 (0.3087) loss_cl: -0.2792 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [15:31:12.953336] Epoch: [78] [2540/2904] eta: 0:04:34 lr: 0.002385 loss: 0.1919 (0.2052) loss_rec_all: 0.2177 (0.2309) loss_rec_sfr: 0.2805 (0.3086) loss_cl: -0.2792 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [15:31:27.870449] Epoch: [78] [2560/2904] eta: 0:04:18 lr: 0.002385 loss: 0.1941 (0.2052) loss_rec_all: 0.2198 (0.2309) loss_rec_sfr: 0.3046 (0.3087) loss_cl: -0.2787 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [15:31:42.783531] Epoch: [78] [2580/2904] eta: 0:04:03 lr: 0.002385 loss: 0.1925 (0.2052) loss_rec_all: 0.2182 (0.2309) loss_rec_sfr: 0.2822 (0.3086) loss_cl: -0.2791 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [15:31:57.698151] Epoch: [78] [2600/2904] eta: 0:03:48 lr: 0.002385 loss: 0.1930 (0.2052) loss_rec_all: 0.2191 (0.2310) loss_rec_sfr: 0.2520 (0.3087) loss_cl: -0.2780 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [15:32:12.618223] Epoch: [78] [2620/2904] eta: 0:03:33 lr: 0.002385 loss: 0.1969 (0.2053) loss_rec_all: 0.2227 (0.2310) loss_rec_sfr: 0.2881 (0.3089) loss_cl: -0.2786 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [15:32:27.533708] Epoch: [78] [2640/2904] eta: 0:03:18 lr: 0.002385 loss: 0.1927 (0.2053) loss_rec_all: 0.2186 (0.2310) loss_rec_sfr: 0.2948 (0.3089) loss_cl: -0.2783 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [15:32:42.452164] Epoch: [78] [2660/2904] eta: 0:03:03 lr: 0.002385 loss: 0.1987 (0.2053) loss_rec_all: 0.2244 (0.2310) loss_rec_sfr: 0.3008 (0.3090) loss_cl: -0.2779 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [15:32:57.364695] Epoch: [78] [2680/2904] eta: 0:02:48 lr: 0.002385 loss: 0.1940 (0.2053) loss_rec_all: 0.2204 (0.2310) loss_rec_sfr: 0.2985 (0.3091) loss_cl: -0.2796 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [15:33:12.277197] Epoch: [78] [2700/2904] eta: 0:02:33 lr: 0.002384 loss: 0.1913 (0.2053) loss_rec_all: 0.2174 (0.2310) loss_rec_sfr: 0.2583 (0.3088) loss_cl: -0.2799 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [15:33:27.194369] Epoch: [78] [2720/2904] eta: 0:02:18 lr: 0.002384 loss: 0.1950 (0.2053) loss_rec_all: 0.2210 (0.2310) loss_rec_sfr: 0.2698 (0.3088) loss_cl: -0.2797 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [15:33:42.106333] Epoch: [78] [2740/2904] eta: 0:02:03 lr: 0.002384 loss: 0.1941 (0.2053) loss_rec_all: 0.2199 (0.2310) loss_rec_sfr: 0.2765 (0.3088) loss_cl: -0.2789 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [15:33:57.018304] Epoch: [78] [2760/2904] eta: 0:01:48 lr: 0.002384 loss: 0.1930 (0.2052) loss_rec_all: 0.2191 (0.2309) loss_rec_sfr: 0.2570 (0.3085) loss_cl: -0.2790 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [15:34:11.938606] Epoch: [78] [2780/2904] eta: 0:01:33 lr: 0.002384 loss: 0.1933 (0.2052) loss_rec_all: 0.2195 (0.2309) loss_rec_sfr: 0.2702 (0.3086) loss_cl: -0.2792 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [15:34:26.854844] Epoch: [78] [2800/2904] eta: 0:01:18 lr: 0.002384 loss: 0.1915 (0.2051) loss_rec_all: 0.2172 (0.2308) loss_rec_sfr: 0.2531 (0.3084) loss_cl: -0.2793 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [15:34:41.764034] Epoch: [78] [2820/2904] eta: 0:01:03 lr: 0.002384 loss: 0.1917 (0.2051) loss_rec_all: 0.2175 (0.2308) loss_rec_sfr: 0.2621 (0.3082) loss_cl: -0.2784 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [15:34:56.714580] Epoch: [78] [2840/2904] eta: 0:00:48 lr: 0.002384 loss: 0.1941 (0.2051) loss_rec_all: 0.2202 (0.2308) loss_rec_sfr: 0.3001 (0.3084) loss_cl: -0.2786 (-0.2787) time: 0.7475 data: 0.0023 max mem: 29860 [15:35:11.621726] Epoch: [78] [2860/2904] eta: 0:00:33 lr: 0.002384 loss: 0.1931 (0.2051) loss_rec_all: 0.2191 (0.2308) loss_rec_sfr: 0.2989 (0.3083) loss_cl: -0.2795 (-0.2787) time: 0.7453 data: 0.0001 max mem: 29860 [15:35:26.520849] Epoch: [78] [2880/2904] eta: 0:00:18 lr: 0.002384 loss: 0.1892 (0.2050) loss_rec_all: 0.2159 (0.2307) loss_rec_sfr: 0.2535 (0.3082) loss_cl: -0.2811 (-0.2788) time: 0.7449 data: 0.0001 max mem: 29860 [15:35:41.426228] Epoch: [78] [2900/2904] eta: 0:00:03 lr: 0.002384 loss: 0.1955 (0.2050) loss_rec_all: 0.2217 (0.2307) loss_rec_sfr: 0.2830 (0.3082) loss_cl: -0.2797 (-0.2788) time: 0.7452 data: 0.0001 max mem: 29860 [15:35:43.668846] Epoch: [78] [2903/2904] eta: 0:00:00 lr: 0.002384 loss: 0.1955 (0.2050) loss_rec_all: 0.2217 (0.2307) loss_rec_sfr: 0.2868 (0.3081) loss_cl: -0.2797 (-0.2788) time: 0.7453 data: 0.0001 max mem: 29860 [15:35:45.769806] Epoch: [78] Total time: 0:36:25 (0.7527 s / it) [15:35:45.774872] Averaged stats: lr: 0.002384 loss: 0.1955 (0.2076) loss_rec_all: 0.2217 (0.2310) loss_rec_sfr: 0.2868 (0.3096) loss_cl: -0.2797 (-0.2555) [15:35:45.779579] log_dir: ./checkpoint/VF2_ViT-B [15:36:01.609995] Epoch: [79] [ 0/2904] eta: 12:46:09 lr: 0.002384 loss: 0.1861 (0.1861) loss_rec_all: 0.2125 (0.2125) loss_rec_sfr: 0.2446 (0.2446) loss_cl: -0.2809 (-0.2809) time: 15.8296 data: 15.0983 max mem: 29860 [15:36:18.778030] Epoch: [79] [ 20/2904] eta: 1:15:31 lr: 0.002384 loss: 0.1924 (0.2007) loss_rec_all: 0.2188 (0.2264) loss_rec_sfr: 0.2779 (0.2970) loss_cl: -0.2787 (-0.2782) time: 0.8584 data: 0.0002 max mem: 29860 [15:36:33.659934] Epoch: [79] [ 40/2904] eta: 0:55:44 lr: 0.002384 loss: 0.1912 (0.2016) loss_rec_all: 0.2173 (0.2273) loss_rec_sfr: 0.2809 (0.2961) loss_cl: -0.2793 (-0.2783) time: 0.7441 data: 0.0002 max mem: 29860 [15:36:48.540194] Epoch: [79] [ 60/2904] eta: 0:48:45 lr: 0.002384 loss: 0.1902 (0.2020) loss_rec_all: 0.2159 (0.2278) loss_rec_sfr: 0.3023 (0.3014) loss_cl: -0.2785 (-0.2783) time: 0.7440 data: 0.0002 max mem: 29860 [15:37:03.452472] Epoch: [79] [ 80/2904] eta: 0:45:07 lr: 0.002384 loss: 0.1942 (0.2017) loss_rec_all: 0.2204 (0.2274) loss_rec_sfr: 0.2746 (0.2994) loss_cl: -0.2785 (-0.2783) time: 0.7456 data: 0.0002 max mem: 29860 [15:37:18.346608] Epoch: [79] [ 100/2904] eta: 0:42:49 lr: 0.002384 loss: 0.1941 (0.2017) loss_rec_all: 0.2199 (0.2274) loss_rec_sfr: 0.2744 (0.2976) loss_cl: -0.2789 (-0.2784) time: 0.7447 data: 0.0002 max mem: 29860 [15:37:33.263738] Epoch: [79] [ 120/2904] eta: 0:41:12 lr: 0.002384 loss: 0.1937 (0.2017) loss_rec_all: 0.2198 (0.2275) loss_rec_sfr: 0.2866 (0.2988) loss_cl: -0.2785 (-0.2784) time: 0.7458 data: 0.0002 max mem: 29860 [15:37:48.181144] Epoch: [79] [ 140/2904] eta: 0:39:59 lr: 0.002384 loss: 0.2008 (0.2020) loss_rec_all: 0.2268 (0.2277) loss_rec_sfr: 0.2818 (0.2980) loss_cl: -0.2788 (-0.2784) time: 0.7458 data: 0.0002 max mem: 29860 [15:38:03.100648] Epoch: [79] [ 160/2904] eta: 0:39:00 lr: 0.002384 loss: 0.1912 (0.2016) loss_rec_all: 0.2171 (0.2274) loss_rec_sfr: 0.2885 (0.2976) loss_cl: -0.2787 (-0.2784) time: 0.7459 data: 0.0002 max mem: 29860 [15:38:18.023548] Epoch: [79] [ 180/2904] eta: 0:38:11 lr: 0.002384 loss: 0.1982 (0.2020) loss_rec_all: 0.2240 (0.2278) loss_rec_sfr: 0.2799 (0.2988) loss_cl: -0.2786 (-0.2784) time: 0.7461 data: 0.0002 max mem: 29860 [15:38:32.969299] Epoch: [79] [ 200/2904] eta: 0:37:29 lr: 0.002384 loss: 0.1999 (0.2030) loss_rec_all: 0.2258 (0.2287) loss_rec_sfr: 0.2876 (0.3011) loss_cl: -0.2790 (-0.2785) time: 0.7472 data: 0.0002 max mem: 29860 [15:38:47.886660] Epoch: [79] [ 220/2904] eta: 0:36:51 lr: 0.002384 loss: 0.1920 (0.2026) loss_rec_all: 0.2182 (0.2284) loss_rec_sfr: 0.2912 (0.3010) loss_cl: -0.2793 (-0.2785) time: 0.7458 data: 0.0002 max mem: 29860 [15:39:02.810703] Epoch: [79] [ 240/2904] eta: 0:36:17 lr: 0.002384 loss: 0.1961 (0.2024) loss_rec_all: 0.2218 (0.2282) loss_rec_sfr: 0.2730 (0.2998) loss_cl: -0.2792 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [15:39:17.736303] Epoch: [79] [ 260/2904] eta: 0:35:47 lr: 0.002384 loss: 0.1962 (0.2026) loss_rec_all: 0.2222 (0.2283) loss_rec_sfr: 0.3035 (0.3008) loss_cl: -0.2783 (-0.2785) time: 0.7462 data: 0.0002 max mem: 29860 [15:39:32.652926] Epoch: [79] [ 280/2904] eta: 0:35:18 lr: 0.002384 loss: 0.1938 (0.2026) loss_rec_all: 0.2196 (0.2283) loss_rec_sfr: 0.2965 (0.3012) loss_cl: -0.2792 (-0.2785) time: 0.7458 data: 0.0002 max mem: 29860 [15:39:47.572241] Epoch: [79] [ 300/2904] eta: 0:34:51 lr: 0.002384 loss: 0.1955 (0.2032) loss_rec_all: 0.2215 (0.2289) loss_rec_sfr: 0.2870 (0.3029) loss_cl: -0.2794 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [15:40:02.494899] Epoch: [79] [ 320/2904] eta: 0:34:26 lr: 0.002384 loss: 0.1962 (0.2030) loss_rec_all: 0.2225 (0.2287) loss_rec_sfr: 0.2725 (0.3015) loss_cl: -0.2790 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [15:40:17.432600] Epoch: [79] [ 340/2904] eta: 0:34:02 lr: 0.002384 loss: 0.1936 (0.2030) loss_rec_all: 0.2192 (0.2287) loss_rec_sfr: 0.2729 (0.3018) loss_cl: -0.2787 (-0.2786) time: 0.7468 data: 0.0002 max mem: 29860 [15:40:32.350079] Epoch: [79] [ 360/2904] eta: 0:33:39 lr: 0.002384 loss: 0.1991 (0.2035) loss_rec_all: 0.2255 (0.2292) loss_rec_sfr: 0.2867 (0.3030) loss_cl: -0.2782 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [15:40:47.265895] Epoch: [79] [ 380/2904] eta: 0:33:17 lr: 0.002384 loss: 0.1951 (0.2033) loss_rec_all: 0.2212 (0.2290) loss_rec_sfr: 0.2889 (0.3026) loss_cl: -0.2789 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [15:41:02.183957] Epoch: [79] [ 400/2904] eta: 0:32:55 lr: 0.002384 loss: 0.1950 (0.2032) loss_rec_all: 0.2207 (0.2289) loss_rec_sfr: 0.2962 (0.3031) loss_cl: -0.2798 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [15:41:17.102332] Epoch: [79] [ 420/2904] eta: 0:32:34 lr: 0.002384 loss: 0.1947 (0.2033) loss_rec_all: 0.2204 (0.2291) loss_rec_sfr: 0.2962 (0.3038) loss_cl: -0.2790 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [15:41:32.015763] Epoch: [79] [ 440/2904] eta: 0:32:14 lr: 0.002384 loss: 0.1987 (0.2035) loss_rec_all: 0.2242 (0.2292) loss_rec_sfr: 0.2808 (0.3041) loss_cl: -0.2779 (-0.2786) time: 0.7456 data: 0.0002 max mem: 29860 [15:41:46.930127] Epoch: [79] [ 460/2904] eta: 0:31:54 lr: 0.002384 loss: 0.1946 (0.2035) loss_rec_all: 0.2203 (0.2292) loss_rec_sfr: 0.2825 (0.3043) loss_cl: -0.2777 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [15:42:01.843201] Epoch: [79] [ 480/2904] eta: 0:31:35 lr: 0.002384 loss: 0.1968 (0.2038) loss_rec_all: 0.2221 (0.2295) loss_rec_sfr: 0.3093 (0.3055) loss_cl: -0.2788 (-0.2786) time: 0.7456 data: 0.0002 max mem: 29860 [15:42:16.754819] Epoch: [79] [ 500/2904] eta: 0:31:15 lr: 0.002384 loss: 0.1956 (0.2038) loss_rec_all: 0.2214 (0.2296) loss_rec_sfr: 0.2920 (0.3059) loss_cl: -0.2802 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [15:42:31.666658] Epoch: [79] [ 520/2904] eta: 0:30:57 lr: 0.002384 loss: 0.2005 (0.2039) loss_rec_all: 0.2261 (0.2296) loss_rec_sfr: 0.2842 (0.3062) loss_cl: -0.2793 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [15:42:46.586254] Epoch: [79] [ 540/2904] eta: 0:30:38 lr: 0.002384 loss: 0.1959 (0.2039) loss_rec_all: 0.2216 (0.2296) loss_rec_sfr: 0.2710 (0.3062) loss_cl: -0.2785 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [15:43:01.507866] Epoch: [79] [ 560/2904] eta: 0:30:20 lr: 0.002384 loss: 0.1943 (0.2038) loss_rec_all: 0.2205 (0.2295) loss_rec_sfr: 0.2819 (0.3057) loss_cl: -0.2780 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [15:43:16.428636] Epoch: [79] [ 580/2904] eta: 0:30:02 lr: 0.002384 loss: 0.1947 (0.2042) loss_rec_all: 0.2209 (0.2299) loss_rec_sfr: 0.2794 (0.3067) loss_cl: -0.2771 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [15:43:31.350343] Epoch: [79] [ 600/2904] eta: 0:29:44 lr: 0.002384 loss: 0.1959 (0.2042) loss_rec_all: 0.2215 (0.2299) loss_rec_sfr: 0.2712 (0.3064) loss_cl: -0.2789 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [15:43:46.267150] Epoch: [79] [ 620/2904] eta: 0:29:27 lr: 0.002384 loss: 0.1937 (0.2039) loss_rec_all: 0.2196 (0.2296) loss_rec_sfr: 0.2782 (0.3055) loss_cl: -0.2786 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [15:44:01.187890] Epoch: [79] [ 640/2904] eta: 0:29:09 lr: 0.002384 loss: 0.1946 (0.2038) loss_rec_all: 0.2209 (0.2295) loss_rec_sfr: 0.2771 (0.3049) loss_cl: -0.2798 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [15:44:16.118955] Epoch: [79] [ 660/2904] eta: 0:28:52 lr: 0.002384 loss: 0.1948 (0.2039) loss_rec_all: 0.2206 (0.2296) loss_rec_sfr: 0.2951 (0.3052) loss_cl: -0.2789 (-0.2786) time: 0.7465 data: 0.0002 max mem: 29860 [15:44:31.044970] Epoch: [79] [ 680/2904] eta: 0:28:35 lr: 0.002384 loss: 0.1963 (0.2041) loss_rec_all: 0.2224 (0.2298) loss_rec_sfr: 0.2881 (0.3058) loss_cl: -0.2788 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [15:44:45.972761] Epoch: [79] [ 700/2904] eta: 0:28:18 lr: 0.002384 loss: 0.1903 (0.2039) loss_rec_all: 0.2161 (0.2296) loss_rec_sfr: 0.2770 (0.3054) loss_cl: -0.2779 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [15:45:00.897764] Epoch: [79] [ 720/2904] eta: 0:28:01 lr: 0.002384 loss: 0.1966 (0.2039) loss_rec_all: 0.2226 (0.2296) loss_rec_sfr: 0.2851 (0.3052) loss_cl: -0.2788 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [15:45:15.815375] Epoch: [79] [ 740/2904] eta: 0:27:44 lr: 0.002384 loss: 0.1915 (0.2038) loss_rec_all: 0.2175 (0.2295) loss_rec_sfr: 0.3007 (0.3052) loss_cl: -0.2798 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [15:45:30.731949] Epoch: [79] [ 760/2904] eta: 0:27:27 lr: 0.002384 loss: 0.1916 (0.2040) loss_rec_all: 0.2177 (0.2298) loss_rec_sfr: 0.2914 (0.3058) loss_cl: -0.2794 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [15:45:45.645453] Epoch: [79] [ 780/2904] eta: 0:27:11 lr: 0.002384 loss: 0.1954 (0.2041) loss_rec_all: 0.2214 (0.2298) loss_rec_sfr: 0.2745 (0.3060) loss_cl: -0.2783 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [15:46:00.559947] Epoch: [79] [ 800/2904] eta: 0:26:54 lr: 0.002384 loss: 0.1944 (0.2041) loss_rec_all: 0.2204 (0.2298) loss_rec_sfr: 0.2608 (0.3059) loss_cl: -0.2785 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [15:46:15.477929] Epoch: [79] [ 820/2904] eta: 0:26:38 lr: 0.002384 loss: 0.1939 (0.2042) loss_rec_all: 0.2199 (0.2299) loss_rec_sfr: 0.2996 (0.3064) loss_cl: -0.2784 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [15:46:30.398683] Epoch: [79] [ 840/2904] eta: 0:26:21 lr: 0.002384 loss: 0.1915 (0.2041) loss_rec_all: 0.2173 (0.2298) loss_rec_sfr: 0.2516 (0.3059) loss_cl: -0.2796 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [15:46:45.326186] Epoch: [79] [ 860/2904] eta: 0:26:05 lr: 0.002384 loss: 0.1945 (0.2041) loss_rec_all: 0.2200 (0.2298) loss_rec_sfr: 0.2958 (0.3060) loss_cl: -0.2792 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [15:47:00.246833] Epoch: [79] [ 880/2904] eta: 0:25:49 lr: 0.002384 loss: 0.1946 (0.2041) loss_rec_all: 0.2206 (0.2298) loss_rec_sfr: 0.2745 (0.3057) loss_cl: -0.2781 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [15:47:15.161819] Epoch: [79] [ 900/2904] eta: 0:25:33 lr: 0.002384 loss: 0.1942 (0.2041) loss_rec_all: 0.2201 (0.2298) loss_rec_sfr: 0.2992 (0.3058) loss_cl: -0.2779 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [15:47:30.076286] Epoch: [79] [ 920/2904] eta: 0:25:17 lr: 0.002384 loss: 0.1950 (0.2040) loss_rec_all: 0.2208 (0.2297) loss_rec_sfr: 0.2588 (0.3052) loss_cl: -0.2796 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [15:47:44.989301] Epoch: [79] [ 940/2904] eta: 0:25:01 lr: 0.002384 loss: 0.1931 (0.2041) loss_rec_all: 0.2189 (0.2298) loss_rec_sfr: 0.3023 (0.3058) loss_cl: -0.2796 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [15:47:59.902853] Epoch: [79] [ 960/2904] eta: 0:24:44 lr: 0.002384 loss: 0.1923 (0.2040) loss_rec_all: 0.2179 (0.2297) loss_rec_sfr: 0.2884 (0.3056) loss_cl: -0.2783 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [15:48:14.819290] Epoch: [79] [ 980/2904] eta: 0:24:28 lr: 0.002384 loss: 0.1927 (0.2039) loss_rec_all: 0.2189 (0.2297) loss_rec_sfr: 0.2948 (0.3054) loss_cl: -0.2785 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [15:48:29.735444] Epoch: [79] [1000/2904] eta: 0:24:13 lr: 0.002384 loss: 0.1932 (0.2037) loss_rec_all: 0.2191 (0.2295) loss_rec_sfr: 0.2799 (0.3049) loss_cl: -0.2789 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [15:48:44.656892] Epoch: [79] [1020/2904] eta: 0:23:57 lr: 0.002384 loss: 0.1955 (0.2038) loss_rec_all: 0.2212 (0.2295) loss_rec_sfr: 0.3040 (0.3055) loss_cl: -0.2790 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [15:48:59.571156] Epoch: [79] [1040/2904] eta: 0:23:41 lr: 0.002384 loss: 0.1960 (0.2038) loss_rec_all: 0.2223 (0.2296) loss_rec_sfr: 0.2757 (0.3055) loss_cl: -0.2791 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [15:49:14.487340] Epoch: [79] [1060/2904] eta: 0:23:25 lr: 0.002384 loss: 0.1905 (0.2038) loss_rec_all: 0.2169 (0.2295) loss_rec_sfr: 0.3016 (0.3058) loss_cl: -0.2793 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [15:49:29.401651] Epoch: [79] [1080/2904] eta: 0:23:09 lr: 0.002384 loss: 0.1991 (0.2038) loss_rec_all: 0.2250 (0.2296) loss_rec_sfr: 0.2702 (0.3056) loss_cl: -0.2788 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [15:49:44.321252] Epoch: [79] [1100/2904] eta: 0:22:53 lr: 0.002384 loss: 0.1924 (0.2037) loss_rec_all: 0.2183 (0.2294) loss_rec_sfr: 0.2595 (0.3051) loss_cl: -0.2781 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [15:49:59.241694] Epoch: [79] [1120/2904] eta: 0:22:38 lr: 0.002384 loss: 0.1927 (0.2037) loss_rec_all: 0.2187 (0.2294) loss_rec_sfr: 0.2869 (0.3050) loss_cl: -0.2788 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [15:50:14.161522] Epoch: [79] [1140/2904] eta: 0:22:22 lr: 0.002384 loss: 0.1953 (0.2036) loss_rec_all: 0.2211 (0.2294) loss_rec_sfr: 0.2712 (0.3047) loss_cl: -0.2792 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [15:50:29.078151] Epoch: [79] [1160/2904] eta: 0:22:06 lr: 0.002384 loss: 0.2048 (0.2039) loss_rec_all: 0.2307 (0.2296) loss_rec_sfr: 0.2881 (0.3054) loss_cl: -0.2787 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [15:50:43.997381] Epoch: [79] [1180/2904] eta: 0:21:51 lr: 0.002384 loss: 0.1984 (0.2040) loss_rec_all: 0.2240 (0.2297) loss_rec_sfr: 0.2846 (0.3056) loss_cl: -0.2785 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [15:50:58.917793] Epoch: [79] [1200/2904] eta: 0:21:35 lr: 0.002384 loss: 0.1908 (0.2038) loss_rec_all: 0.2168 (0.2296) loss_rec_sfr: 0.2950 (0.3053) loss_cl: -0.2785 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [15:51:13.837979] Epoch: [79] [1220/2904] eta: 0:21:19 lr: 0.002384 loss: 0.1932 (0.2039) loss_rec_all: 0.2197 (0.2296) loss_rec_sfr: 0.2762 (0.3053) loss_cl: -0.2792 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [15:51:28.758561] Epoch: [79] [1240/2904] eta: 0:21:04 lr: 0.002384 loss: 0.1965 (0.2039) loss_rec_all: 0.2222 (0.2296) loss_rec_sfr: 0.2747 (0.3051) loss_cl: -0.2783 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [15:51:43.681891] Epoch: [79] [1260/2904] eta: 0:20:48 lr: 0.002384 loss: 0.1925 (0.2039) loss_rec_all: 0.2180 (0.2296) loss_rec_sfr: 0.3018 (0.3055) loss_cl: -0.2777 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [15:51:58.606620] Epoch: [79] [1280/2904] eta: 0:20:33 lr: 0.002384 loss: 0.1930 (0.2039) loss_rec_all: 0.2189 (0.2296) loss_rec_sfr: 0.2819 (0.3055) loss_cl: -0.2797 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [15:52:13.524515] Epoch: [79] [1300/2904] eta: 0:20:17 lr: 0.002384 loss: 0.1889 (0.2037) loss_rec_all: 0.2148 (0.2294) loss_rec_sfr: 0.2585 (0.3048) loss_cl: -0.2802 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [15:52:28.443164] Epoch: [79] [1320/2904] eta: 0:20:02 lr: 0.002384 loss: 0.1945 (0.2036) loss_rec_all: 0.2206 (0.2294) loss_rec_sfr: 0.2789 (0.3046) loss_cl: -0.2792 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [15:52:43.363642] Epoch: [79] [1340/2904] eta: 0:19:46 lr: 0.002384 loss: 0.1932 (0.2036) loss_rec_all: 0.2189 (0.2294) loss_rec_sfr: 0.2473 (0.3044) loss_cl: -0.2780 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [15:52:58.284119] Epoch: [79] [1360/2904] eta: 0:19:31 lr: 0.002384 loss: 0.1956 (0.2037) loss_rec_all: 0.2213 (0.2294) loss_rec_sfr: 0.3039 (0.3046) loss_cl: -0.2779 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [15:53:13.202122] Epoch: [79] [1380/2904] eta: 0:19:15 lr: 0.002384 loss: 0.1955 (0.2037) loss_rec_all: 0.2212 (0.2294) loss_rec_sfr: 0.3070 (0.3048) loss_cl: -0.2799 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [15:53:28.119735] Epoch: [79] [1400/2904] eta: 0:19:00 lr: 0.002384 loss: 0.1942 (0.2036) loss_rec_all: 0.2199 (0.2294) loss_rec_sfr: 0.2753 (0.3046) loss_cl: -0.2796 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [15:53:43.039412] Epoch: [79] [1420/2904] eta: 0:18:44 lr: 0.002384 loss: 0.1906 (0.2035) loss_rec_all: 0.2162 (0.2292) loss_rec_sfr: 0.2998 (0.3043) loss_cl: -0.2785 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [15:53:57.961127] Epoch: [79] [1440/2904] eta: 0:18:29 lr: 0.002384 loss: 0.1930 (0.2035) loss_rec_all: 0.2187 (0.2292) loss_rec_sfr: 0.2839 (0.3045) loss_cl: -0.2784 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [15:54:12.878346] Epoch: [79] [1460/2904] eta: 0:18:14 lr: 0.002384 loss: 0.1931 (0.2035) loss_rec_all: 0.2194 (0.2292) loss_rec_sfr: 0.2871 (0.3044) loss_cl: -0.2785 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [15:54:27.793889] Epoch: [79] [1480/2904] eta: 0:17:58 lr: 0.002384 loss: 0.1931 (0.2034) loss_rec_all: 0.2188 (0.2292) loss_rec_sfr: 0.2649 (0.3042) loss_cl: -0.2791 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [15:54:42.710533] Epoch: [79] [1500/2904] eta: 0:17:43 lr: 0.002384 loss: 0.1931 (0.2035) loss_rec_all: 0.2194 (0.2293) loss_rec_sfr: 0.2817 (0.3043) loss_cl: -0.2798 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [15:54:57.633950] Epoch: [79] [1520/2904] eta: 0:17:28 lr: 0.002384 loss: 0.1913 (0.2034) loss_rec_all: 0.2172 (0.2292) loss_rec_sfr: 0.2965 (0.3042) loss_cl: -0.2796 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [15:55:12.555776] Epoch: [79] [1540/2904] eta: 0:17:12 lr: 0.002384 loss: 0.1917 (0.2034) loss_rec_all: 0.2172 (0.2291) loss_rec_sfr: 0.2941 (0.3042) loss_cl: -0.2790 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [15:55:27.476315] Epoch: [79] [1560/2904] eta: 0:16:57 lr: 0.002384 loss: 0.2014 (0.2034) loss_rec_all: 0.2270 (0.2291) loss_rec_sfr: 0.2800 (0.3039) loss_cl: -0.2792 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [15:55:42.395881] Epoch: [79] [1580/2904] eta: 0:16:42 lr: 0.002384 loss: 0.1942 (0.2034) loss_rec_all: 0.2200 (0.2292) loss_rec_sfr: 0.2800 (0.3042) loss_cl: -0.2785 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [15:55:57.312653] Epoch: [79] [1600/2904] eta: 0:16:26 lr: 0.002384 loss: 0.1920 (0.2035) loss_rec_all: 0.2182 (0.2292) loss_rec_sfr: 0.2918 (0.3044) loss_cl: -0.2792 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [15:56:12.237068] Epoch: [79] [1620/2904] eta: 0:16:11 lr: 0.002384 loss: 0.1947 (0.2035) loss_rec_all: 0.2202 (0.2293) loss_rec_sfr: 0.3018 (0.3046) loss_cl: -0.2789 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [15:56:27.157629] Epoch: [79] [1640/2904] eta: 0:15:56 lr: 0.002384 loss: 0.1938 (0.2034) loss_rec_all: 0.2201 (0.2292) loss_rec_sfr: 0.2708 (0.3042) loss_cl: -0.2797 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [15:56:42.073506] Epoch: [79] [1660/2904] eta: 0:15:40 lr: 0.002384 loss: 0.1914 (0.2035) loss_rec_all: 0.2171 (0.2292) loss_rec_sfr: 0.2815 (0.3043) loss_cl: -0.2789 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [15:56:56.996408] Epoch: [79] [1680/2904] eta: 0:15:25 lr: 0.002384 loss: 0.1967 (0.2036) loss_rec_all: 0.2228 (0.2293) loss_rec_sfr: 0.3011 (0.3046) loss_cl: -0.2794 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [15:57:11.917675] Epoch: [79] [1700/2904] eta: 0:15:10 lr: 0.002384 loss: 0.1922 (0.2035) loss_rec_all: 0.2184 (0.2292) loss_rec_sfr: 0.2799 (0.3042) loss_cl: -0.2793 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [15:57:26.863213] Epoch: [79] [1720/2904] eta: 0:14:55 lr: 0.002384 loss: 0.1924 (0.2034) loss_rec_all: 0.2181 (0.2292) loss_rec_sfr: 0.2869 (0.3041) loss_cl: -0.2789 (-0.2787) time: 0.7472 data: 0.0002 max mem: 29860 [15:57:41.789834] Epoch: [79] [1740/2904] eta: 0:14:39 lr: 0.002384 loss: 0.1955 (0.2035) loss_rec_all: 0.2215 (0.2292) loss_rec_sfr: 0.2830 (0.3042) loss_cl: -0.2786 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [15:57:56.720629] Epoch: [79] [1760/2904] eta: 0:14:24 lr: 0.002384 loss: 0.1932 (0.2034) loss_rec_all: 0.2193 (0.2292) loss_rec_sfr: 0.2754 (0.3042) loss_cl: -0.2792 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [15:58:11.648246] Epoch: [79] [1780/2904] eta: 0:14:09 lr: 0.002384 loss: 0.1916 (0.2034) loss_rec_all: 0.2173 (0.2291) loss_rec_sfr: 0.2947 (0.3042) loss_cl: -0.2784 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [15:58:26.577569] Epoch: [79] [1800/2904] eta: 0:13:54 lr: 0.002384 loss: 0.1990 (0.2036) loss_rec_all: 0.2251 (0.2293) loss_rec_sfr: 0.3026 (0.3048) loss_cl: -0.2786 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [15:58:41.506659] Epoch: [79] [1820/2904] eta: 0:13:38 lr: 0.002384 loss: 0.1948 (0.2037) loss_rec_all: 0.2207 (0.2294) loss_rec_sfr: 0.2708 (0.3050) loss_cl: -0.2790 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [15:58:56.440463] Epoch: [79] [1840/2904] eta: 0:13:23 lr: 0.002384 loss: 0.1916 (0.2036) loss_rec_all: 0.2174 (0.2294) loss_rec_sfr: 0.2899 (0.3050) loss_cl: -0.2799 (-0.2787) time: 0.7467 data: 0.0002 max mem: 29860 [15:59:11.368471] Epoch: [79] [1860/2904] eta: 0:13:08 lr: 0.002384 loss: 0.1942 (0.2037) loss_rec_all: 0.2202 (0.2295) loss_rec_sfr: 0.2935 (0.3053) loss_cl: -0.2785 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [15:59:26.296809] Epoch: [79] [1880/2904] eta: 0:12:53 lr: 0.002384 loss: 0.1923 (0.2037) loss_rec_all: 0.2185 (0.2294) loss_rec_sfr: 0.2789 (0.3052) loss_cl: -0.2789 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [15:59:41.222867] Epoch: [79] [1900/2904] eta: 0:12:38 lr: 0.002384 loss: 0.1966 (0.2036) loss_rec_all: 0.2222 (0.2294) loss_rec_sfr: 0.2795 (0.3050) loss_cl: -0.2790 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [15:59:56.150738] Epoch: [79] [1920/2904] eta: 0:12:22 lr: 0.002384 loss: 0.1975 (0.2037) loss_rec_all: 0.2231 (0.2294) loss_rec_sfr: 0.3035 (0.3053) loss_cl: -0.2785 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [16:00:11.077466] Epoch: [79] [1940/2904] eta: 0:12:07 lr: 0.002384 loss: 0.1981 (0.2038) loss_rec_all: 0.2237 (0.2295) loss_rec_sfr: 0.2857 (0.3054) loss_cl: -0.2790 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [16:00:26.007861] Epoch: [79] [1960/2904] eta: 0:11:52 lr: 0.002384 loss: 0.1959 (0.2038) loss_rec_all: 0.2216 (0.2295) loss_rec_sfr: 0.2915 (0.3056) loss_cl: -0.2783 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [16:00:40.937290] Epoch: [79] [1980/2904] eta: 0:11:37 lr: 0.002384 loss: 0.2010 (0.2038) loss_rec_all: 0.2268 (0.2296) loss_rec_sfr: 0.2753 (0.3055) loss_cl: -0.2789 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [16:00:55.865347] Epoch: [79] [2000/2904] eta: 0:11:22 lr: 0.002384 loss: 0.1975 (0.2039) loss_rec_all: 0.2232 (0.2296) loss_rec_sfr: 0.2766 (0.3055) loss_cl: -0.2792 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [16:01:10.793335] Epoch: [79] [2020/2904] eta: 0:11:07 lr: 0.002384 loss: 0.1986 (0.2039) loss_rec_all: 0.2244 (0.2296) loss_rec_sfr: 0.2757 (0.3056) loss_cl: -0.2782 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [16:01:25.719549] Epoch: [79] [2040/2904] eta: 0:10:51 lr: 0.002384 loss: 0.2005 (0.2039) loss_rec_all: 0.2262 (0.2297) loss_rec_sfr: 0.2837 (0.3056) loss_cl: -0.2787 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [16:01:40.651336] Epoch: [79] [2060/2904] eta: 0:10:36 lr: 0.002384 loss: 0.1932 (0.2040) loss_rec_all: 0.2192 (0.2297) loss_rec_sfr: 0.2797 (0.3056) loss_cl: -0.2793 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [16:01:55.577069] Epoch: [79] [2080/2904] eta: 0:10:21 lr: 0.002384 loss: 0.1991 (0.2040) loss_rec_all: 0.2252 (0.2297) loss_rec_sfr: 0.2886 (0.3057) loss_cl: -0.2792 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [16:02:10.500745] Epoch: [79] [2100/2904] eta: 0:10:06 lr: 0.002384 loss: 0.2005 (0.2041) loss_rec_all: 0.2263 (0.2299) loss_rec_sfr: 0.3059 (0.3061) loss_cl: -0.2793 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [16:02:25.417235] Epoch: [79] [2120/2904] eta: 0:09:51 lr: 0.002384 loss: 0.1893 (0.2041) loss_rec_all: 0.2149 (0.2298) loss_rec_sfr: 0.2944 (0.3062) loss_cl: -0.2779 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [16:02:40.336781] Epoch: [79] [2140/2904] eta: 0:09:36 lr: 0.002384 loss: 0.1968 (0.2042) loss_rec_all: 0.2226 (0.2299) loss_rec_sfr: 0.2776 (0.3064) loss_cl: -0.2786 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [16:02:55.254993] Epoch: [79] [2160/2904] eta: 0:09:20 lr: 0.002384 loss: 0.1946 (0.2042) loss_rec_all: 0.2202 (0.2299) loss_rec_sfr: 0.2844 (0.3064) loss_cl: -0.2784 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [16:03:10.175387] Epoch: [79] [2180/2904] eta: 0:09:05 lr: 0.002384 loss: 0.1969 (0.2042) loss_rec_all: 0.2228 (0.2300) loss_rec_sfr: 0.2992 (0.3066) loss_cl: -0.2799 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [16:03:25.088950] Epoch: [79] [2200/2904] eta: 0:08:50 lr: 0.002384 loss: 0.1942 (0.2042) loss_rec_all: 0.2200 (0.2299) loss_rec_sfr: 0.3023 (0.3066) loss_cl: -0.2786 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [16:03:40.012789] Epoch: [79] [2220/2904] eta: 0:08:35 lr: 0.002384 loss: 0.1974 (0.2042) loss_rec_all: 0.2235 (0.2300) loss_rec_sfr: 0.2712 (0.3066) loss_cl: -0.2784 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [16:03:54.934069] Epoch: [79] [2240/2904] eta: 0:08:20 lr: 0.002384 loss: 0.1961 (0.2043) loss_rec_all: 0.2217 (0.2300) loss_rec_sfr: 0.2914 (0.3067) loss_cl: -0.2790 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [16:04:09.858392] Epoch: [79] [2260/2904] eta: 0:08:05 lr: 0.002384 loss: 0.1958 (0.2043) loss_rec_all: 0.2215 (0.2300) loss_rec_sfr: 0.3089 (0.3069) loss_cl: -0.2784 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [16:04:24.778980] Epoch: [79] [2280/2904] eta: 0:07:50 lr: 0.002384 loss: 0.1931 (0.2043) loss_rec_all: 0.2188 (0.2300) loss_rec_sfr: 0.2855 (0.3068) loss_cl: -0.2792 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [16:04:39.701411] Epoch: [79] [2300/2904] eta: 0:07:35 lr: 0.002384 loss: 0.1927 (0.2042) loss_rec_all: 0.2184 (0.2300) loss_rec_sfr: 0.2919 (0.3068) loss_cl: -0.2790 (-0.2787) time: 0.7461 data: 0.0003 max mem: 29860 [16:04:54.622608] Epoch: [79] [2320/2904] eta: 0:07:20 lr: 0.002384 loss: 0.1978 (0.2043) loss_rec_all: 0.2235 (0.2300) loss_rec_sfr: 0.2921 (0.3070) loss_cl: -0.2787 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [16:05:09.545555] Epoch: [79] [2340/2904] eta: 0:07:04 lr: 0.002384 loss: 0.1912 (0.2042) loss_rec_all: 0.2176 (0.2299) loss_rec_sfr: 0.2754 (0.3067) loss_cl: -0.2796 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [16:05:24.468645] Epoch: [79] [2360/2904] eta: 0:06:49 lr: 0.002384 loss: 0.1917 (0.2041) loss_rec_all: 0.2176 (0.2299) loss_rec_sfr: 0.2837 (0.3066) loss_cl: -0.2789 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [16:05:39.392864] Epoch: [79] [2380/2904] eta: 0:06:34 lr: 0.002384 loss: 0.1930 (0.2042) loss_rec_all: 0.2185 (0.2299) loss_rec_sfr: 0.2931 (0.3069) loss_cl: -0.2778 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [16:05:54.313153] Epoch: [79] [2400/2904] eta: 0:06:19 lr: 0.002384 loss: 0.1990 (0.2043) loss_rec_all: 0.2245 (0.2301) loss_rec_sfr: 0.3189 (0.3073) loss_cl: -0.2782 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [16:06:09.234251] Epoch: [79] [2420/2904] eta: 0:06:04 lr: 0.002384 loss: 0.1925 (0.2043) loss_rec_all: 0.2190 (0.2300) loss_rec_sfr: 0.2722 (0.3072) loss_cl: -0.2792 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [16:06:24.156598] Epoch: [79] [2440/2904] eta: 0:05:49 lr: 0.002384 loss: 0.1956 (0.2043) loss_rec_all: 0.2216 (0.2300) loss_rec_sfr: 0.2786 (0.3071) loss_cl: -0.2787 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [16:06:39.075089] Epoch: [79] [2460/2904] eta: 0:05:34 lr: 0.002384 loss: 0.1923 (0.2043) loss_rec_all: 0.2180 (0.2300) loss_rec_sfr: 0.2626 (0.3070) loss_cl: -0.2791 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [16:06:53.999110] Epoch: [79] [2480/2904] eta: 0:05:19 lr: 0.002384 loss: 0.1919 (0.2043) loss_rec_all: 0.2184 (0.2300) loss_rec_sfr: 0.2788 (0.3069) loss_cl: -0.2792 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [16:07:08.920521] Epoch: [79] [2500/2904] eta: 0:05:04 lr: 0.002384 loss: 0.1935 (0.2043) loss_rec_all: 0.2193 (0.2301) loss_rec_sfr: 0.3032 (0.3071) loss_cl: -0.2790 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [16:07:23.841500] Epoch: [79] [2520/2904] eta: 0:04:49 lr: 0.002384 loss: 0.1925 (0.2043) loss_rec_all: 0.2183 (0.2300) loss_rec_sfr: 0.2573 (0.3069) loss_cl: -0.2789 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [16:07:38.761260] Epoch: [79] [2540/2904] eta: 0:04:34 lr: 0.002384 loss: 0.1931 (0.2042) loss_rec_all: 0.2194 (0.2299) loss_rec_sfr: 0.2950 (0.3067) loss_cl: -0.2792 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [16:07:53.684792] Epoch: [79] [2560/2904] eta: 0:04:18 lr: 0.002384 loss: 0.1935 (0.2042) loss_rec_all: 0.2196 (0.2299) loss_rec_sfr: 0.2807 (0.3067) loss_cl: -0.2789 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [16:08:08.600890] Epoch: [79] [2580/2904] eta: 0:04:03 lr: 0.002384 loss: 0.1983 (0.2042) loss_rec_all: 0.2238 (0.2299) loss_rec_sfr: 0.2949 (0.3068) loss_cl: -0.2780 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [16:08:23.510869] Epoch: [79] [2600/2904] eta: 0:03:48 lr: 0.002384 loss: 0.1959 (0.2042) loss_rec_all: 0.2216 (0.2299) loss_rec_sfr: 0.2896 (0.3069) loss_cl: -0.2788 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [16:08:38.425046] Epoch: [79] [2620/2904] eta: 0:03:33 lr: 0.002384 loss: 0.1995 (0.2042) loss_rec_all: 0.2255 (0.2299) loss_rec_sfr: 0.2885 (0.3068) loss_cl: -0.2791 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [16:08:53.343527] Epoch: [79] [2640/2904] eta: 0:03:18 lr: 0.002384 loss: 0.1911 (0.2042) loss_rec_all: 0.2173 (0.2299) loss_rec_sfr: 0.2554 (0.3067) loss_cl: -0.2789 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [16:09:08.260030] Epoch: [79] [2660/2904] eta: 0:03:03 lr: 0.002384 loss: 0.1920 (0.2042) loss_rec_all: 0.2178 (0.2299) loss_rec_sfr: 0.2743 (0.3065) loss_cl: -0.2782 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [16:09:23.173603] Epoch: [79] [2680/2904] eta: 0:02:48 lr: 0.002384 loss: 0.1944 (0.2042) loss_rec_all: 0.2202 (0.2299) loss_rec_sfr: 0.2934 (0.3066) loss_cl: -0.2786 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [16:09:38.086352] Epoch: [79] [2700/2904] eta: 0:02:33 lr: 0.002384 loss: 0.1929 (0.2041) loss_rec_all: 0.2186 (0.2299) loss_rec_sfr: 0.2997 (0.3066) loss_cl: -0.2797 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [16:09:53.005940] Epoch: [79] [2720/2904] eta: 0:02:18 lr: 0.002384 loss: 0.1961 (0.2042) loss_rec_all: 0.2218 (0.2299) loss_rec_sfr: 0.3051 (0.3068) loss_cl: -0.2791 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [16:10:07.920990] Epoch: [79] [2740/2904] eta: 0:02:03 lr: 0.002384 loss: 0.1939 (0.2042) loss_rec_all: 0.2199 (0.2299) loss_rec_sfr: 0.2834 (0.3067) loss_cl: -0.2788 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [16:10:22.832899] Epoch: [79] [2760/2904] eta: 0:01:48 lr: 0.002384 loss: 0.1953 (0.2042) loss_rec_all: 0.2210 (0.2299) loss_rec_sfr: 0.2976 (0.3067) loss_cl: -0.2793 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [16:10:37.744902] Epoch: [79] [2780/2904] eta: 0:01:33 lr: 0.002384 loss: 0.2034 (0.2043) loss_rec_all: 0.2293 (0.2300) loss_rec_sfr: 0.2937 (0.3070) loss_cl: -0.2785 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [16:10:52.659120] Epoch: [79] [2800/2904] eta: 0:01:18 lr: 0.002384 loss: 0.2023 (0.2044) loss_rec_all: 0.2284 (0.2301) loss_rec_sfr: 0.3039 (0.3073) loss_cl: -0.2791 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [16:11:07.573515] Epoch: [79] [2820/2904] eta: 0:01:03 lr: 0.002384 loss: 0.1993 (0.2044) loss_rec_all: 0.2248 (0.2301) loss_rec_sfr: 0.2784 (0.3075) loss_cl: -0.2784 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [16:11:22.532327] Epoch: [79] [2840/2904] eta: 0:00:48 lr: 0.002384 loss: 0.1938 (0.2044) loss_rec_all: 0.2195 (0.2302) loss_rec_sfr: 0.2792 (0.3075) loss_cl: -0.2780 (-0.2787) time: 0.7479 data: 0.0023 max mem: 29860 [16:11:37.440388] Epoch: [79] [2860/2904] eta: 0:00:33 lr: 0.002384 loss: 0.1944 (0.2044) loss_rec_all: 0.2199 (0.2302) loss_rec_sfr: 0.2850 (0.3075) loss_cl: -0.2783 (-0.2787) time: 0.7454 data: 0.0001 max mem: 29860 [16:11:52.347705] Epoch: [79] [2880/2904] eta: 0:00:18 lr: 0.002384 loss: 0.1897 (0.2044) loss_rec_all: 0.2159 (0.2301) loss_rec_sfr: 0.2808 (0.3073) loss_cl: -0.2792 (-0.2787) time: 0.7453 data: 0.0001 max mem: 29860 [16:12:07.249317] Epoch: [79] [2900/2904] eta: 0:00:03 lr: 0.002384 loss: 0.1983 (0.2045) loss_rec_all: 0.2241 (0.2302) loss_rec_sfr: 0.3094 (0.3076) loss_cl: -0.2790 (-0.2787) time: 0.7450 data: 0.0001 max mem: 29860 [16:12:09.492323] Epoch: [79] [2903/2904] eta: 0:00:00 lr: 0.002384 loss: 0.1993 (0.2045) loss_rec_all: 0.2249 (0.2302) loss_rec_sfr: 0.3105 (0.3077) loss_cl: -0.2790 (-0.2787) time: 0.7450 data: 0.0001 max mem: 29860 [16:12:11.583425] Epoch: [79] Total time: 0:36:25 (0.7527 s / it) [16:12:11.585979] Averaged stats: lr: 0.002384 loss: 0.1993 (0.2070) loss_rec_all: 0.2249 (0.2304) loss_rec_sfr: 0.3105 (0.3086) loss_cl: -0.2790 (-0.2555) [16:12:11.590762] log_dir: ./checkpoint/VF2_ViT-B [16:12:30.555135] Epoch: [80] [ 0/2904] eta: 15:17:43 lr: 0.002384 loss: 0.1961 (0.1961) loss_rec_all: 0.2217 (0.2217) loss_rec_sfr: 0.3161 (0.3161) loss_cl: -0.2789 (-0.2789) time: 18.9611 data: 15.6125 max mem: 29860 [16:12:47.145110] Epoch: [80] [ 20/2904] eta: 1:21:22 lr: 0.002384 loss: 0.1952 (0.2041) loss_rec_all: 0.2209 (0.2297) loss_rec_sfr: 0.3043 (0.3216) loss_cl: -0.2786 (-0.2785) time: 0.8295 data: 0.0002 max mem: 29860 [16:13:02.033504] Epoch: [80] [ 40/2904] eta: 0:58:43 lr: 0.002384 loss: 0.1985 (0.2040) loss_rec_all: 0.2244 (0.2297) loss_rec_sfr: 0.2822 (0.3148) loss_cl: -0.2792 (-0.2788) time: 0.7444 data: 0.0002 max mem: 29860 [16:13:16.937470] Epoch: [80] [ 60/2904] eta: 0:50:46 lr: 0.002384 loss: 0.2005 (0.2092) loss_rec_all: 0.2263 (0.2348) loss_rec_sfr: 0.3079 (0.3287) loss_cl: -0.2784 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [16:13:31.835709] Epoch: [80] [ 80/2904] eta: 0:46:37 lr: 0.002384 loss: 0.1943 (0.2082) loss_rec_all: 0.2201 (0.2338) loss_rec_sfr: 0.2955 (0.3269) loss_cl: -0.2790 (-0.2787) time: 0.7449 data: 0.0002 max mem: 29860 [16:13:46.763644] Epoch: [80] [ 100/2904] eta: 0:44:02 lr: 0.002384 loss: 0.1930 (0.2084) loss_rec_all: 0.2187 (0.2340) loss_rec_sfr: 0.2888 (0.3271) loss_cl: -0.2786 (-0.2787) time: 0.7463 data: 0.0003 max mem: 29860 [16:14:01.698277] Epoch: [80] [ 120/2904] eta: 0:42:13 lr: 0.002384 loss: 0.1930 (0.2067) loss_rec_all: 0.2191 (0.2323) loss_rec_sfr: 0.2783 (0.3191) loss_cl: -0.2791 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [16:14:16.620597] Epoch: [80] [ 140/2904] eta: 0:40:50 lr: 0.002384 loss: 0.1977 (0.2067) loss_rec_all: 0.2235 (0.2323) loss_rec_sfr: 0.2834 (0.3183) loss_cl: -0.2787 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [16:14:31.559482] Epoch: [80] [ 160/2904] eta: 0:39:45 lr: 0.002384 loss: 0.1949 (0.2066) loss_rec_all: 0.2207 (0.2322) loss_rec_sfr: 0.2983 (0.3178) loss_cl: -0.2785 (-0.2787) time: 0.7469 data: 0.0002 max mem: 29860 [16:14:46.486072] Epoch: [80] [ 180/2904] eta: 0:38:50 lr: 0.002384 loss: 0.1976 (0.2071) loss_rec_all: 0.2233 (0.2328) loss_rec_sfr: 0.3080 (0.3199) loss_cl: -0.2784 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [16:15:01.409907] Epoch: [80] [ 200/2904] eta: 0:38:04 lr: 0.002384 loss: 0.1924 (0.2072) loss_rec_all: 0.2185 (0.2329) loss_rec_sfr: 0.2775 (0.3184) loss_cl: -0.2788 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [16:15:16.347476] Epoch: [80] [ 220/2904] eta: 0:37:23 lr: 0.002384 loss: 0.1943 (0.2066) loss_rec_all: 0.2198 (0.2323) loss_rec_sfr: 0.2885 (0.3167) loss_cl: -0.2784 (-0.2786) time: 0.7468 data: 0.0002 max mem: 29860 [16:15:31.274440] Epoch: [80] [ 240/2904] eta: 0:36:47 lr: 0.002384 loss: 0.1970 (0.2073) loss_rec_all: 0.2227 (0.2329) loss_rec_sfr: 0.2905 (0.3187) loss_cl: -0.2788 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [16:15:46.205203] Epoch: [80] [ 260/2904] eta: 0:36:13 lr: 0.002384 loss: 0.1912 (0.2071) loss_rec_all: 0.2172 (0.2327) loss_rec_sfr: 0.3008 (0.3183) loss_cl: -0.2787 (-0.2786) time: 0.7465 data: 0.0002 max mem: 29860 [16:16:01.130559] Epoch: [80] [ 280/2904] eta: 0:35:43 lr: 0.002384 loss: 0.1917 (0.2065) loss_rec_all: 0.2173 (0.2321) loss_rec_sfr: 0.2715 (0.3159) loss_cl: -0.2782 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [16:16:16.065278] Epoch: [80] [ 300/2904] eta: 0:35:14 lr: 0.002384 loss: 0.1923 (0.2066) loss_rec_all: 0.2182 (0.2323) loss_rec_sfr: 0.2912 (0.3163) loss_cl: -0.2788 (-0.2786) time: 0.7467 data: 0.0002 max mem: 29860 [16:16:31.012391] Epoch: [80] [ 320/2904] eta: 0:34:48 lr: 0.002384 loss: 0.1956 (0.2064) loss_rec_all: 0.2214 (0.2320) loss_rec_sfr: 0.2999 (0.3157) loss_cl: -0.2796 (-0.2787) time: 0.7473 data: 0.0002 max mem: 29860 [16:16:45.948524] Epoch: [80] [ 340/2904] eta: 0:34:22 lr: 0.002384 loss: 0.1923 (0.2061) loss_rec_all: 0.2180 (0.2318) loss_rec_sfr: 0.2679 (0.3148) loss_cl: -0.2783 (-0.2787) time: 0.7468 data: 0.0002 max mem: 29860 [16:17:00.883376] Epoch: [80] [ 360/2904] eta: 0:33:58 lr: 0.002384 loss: 0.1953 (0.2061) loss_rec_all: 0.2212 (0.2318) loss_rec_sfr: 0.2867 (0.3143) loss_cl: -0.2783 (-0.2786) time: 0.7467 data: 0.0002 max mem: 29860 [16:17:15.904674] Epoch: [80] [ 380/2904] eta: 0:33:35 lr: 0.002384 loss: 0.1972 (0.2061) loss_rec_all: 0.2236 (0.2318) loss_rec_sfr: 0.2829 (0.3139) loss_cl: -0.2785 (-0.2786) time: 0.7510 data: 0.0002 max mem: 29860 [16:17:30.836214] Epoch: [80] [ 400/2904] eta: 0:33:13 lr: 0.002384 loss: 0.1920 (0.2060) loss_rec_all: 0.2182 (0.2317) loss_rec_sfr: 0.2537 (0.3130) loss_cl: -0.2773 (-0.2786) time: 0.7465 data: 0.0002 max mem: 29860 [16:17:45.776790] Epoch: [80] [ 420/2904] eta: 0:32:51 lr: 0.002384 loss: 0.1948 (0.2062) loss_rec_all: 0.2206 (0.2318) loss_rec_sfr: 0.3077 (0.3139) loss_cl: -0.2785 (-0.2786) time: 0.7470 data: 0.0002 max mem: 29860 [16:18:00.706969] Epoch: [80] [ 440/2904] eta: 0:32:30 lr: 0.002384 loss: 0.1956 (0.2061) loss_rec_all: 0.2217 (0.2318) loss_rec_sfr: 0.2736 (0.3130) loss_cl: -0.2797 (-0.2786) time: 0.7465 data: 0.0002 max mem: 29860 [16:18:15.635731] Epoch: [80] [ 460/2904] eta: 0:32:09 lr: 0.002384 loss: 0.1931 (0.2060) loss_rec_all: 0.2190 (0.2317) loss_rec_sfr: 0.2892 (0.3127) loss_cl: -0.2801 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [16:18:30.567449] Epoch: [80] [ 480/2904] eta: 0:31:49 lr: 0.002383 loss: 0.1934 (0.2059) loss_rec_all: 0.2189 (0.2315) loss_rec_sfr: 0.2853 (0.3119) loss_cl: -0.2787 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [16:18:45.497449] Epoch: [80] [ 500/2904] eta: 0:31:30 lr: 0.002383 loss: 0.1900 (0.2058) loss_rec_all: 0.2159 (0.2315) loss_rec_sfr: 0.2986 (0.3118) loss_cl: -0.2777 (-0.2786) time: 0.7465 data: 0.0002 max mem: 29860 [16:19:00.419708] Epoch: [80] [ 520/2904] eta: 0:31:10 lr: 0.002383 loss: 0.1972 (0.2059) loss_rec_all: 0.2230 (0.2316) loss_rec_sfr: 0.2954 (0.3124) loss_cl: -0.2787 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [16:19:15.341388] Epoch: [80] [ 540/2904] eta: 0:30:51 lr: 0.002383 loss: 0.1935 (0.2057) loss_rec_all: 0.2192 (0.2314) loss_rec_sfr: 0.2876 (0.3117) loss_cl: -0.2787 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [16:19:30.268138] Epoch: [80] [ 560/2904] eta: 0:30:32 lr: 0.002383 loss: 0.1964 (0.2055) loss_rec_all: 0.2221 (0.2312) loss_rec_sfr: 0.2874 (0.3115) loss_cl: -0.2790 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [16:19:45.200728] Epoch: [80] [ 580/2904] eta: 0:30:14 lr: 0.002383 loss: 0.1916 (0.2054) loss_rec_all: 0.2174 (0.2311) loss_rec_sfr: 0.2821 (0.3111) loss_cl: -0.2789 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [16:20:00.128631] Epoch: [80] [ 600/2904] eta: 0:29:56 lr: 0.002383 loss: 0.1922 (0.2052) loss_rec_all: 0.2182 (0.2309) loss_rec_sfr: 0.2721 (0.3105) loss_cl: -0.2778 (-0.2786) time: 0.7464 data: 0.0002 max mem: 29860 [16:20:15.055417] Epoch: [80] [ 620/2904] eta: 0:29:38 lr: 0.002383 loss: 0.1955 (0.2052) loss_rec_all: 0.2216 (0.2309) loss_rec_sfr: 0.2947 (0.3106) loss_cl: -0.2791 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [16:20:29.982778] Epoch: [80] [ 640/2904] eta: 0:29:20 lr: 0.002383 loss: 0.1942 (0.2050) loss_rec_all: 0.2204 (0.2307) loss_rec_sfr: 0.2898 (0.3100) loss_cl: -0.2797 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [16:20:44.910702] Epoch: [80] [ 660/2904] eta: 0:29:02 lr: 0.002383 loss: 0.1952 (0.2049) loss_rec_all: 0.2214 (0.2306) loss_rec_sfr: 0.2835 (0.3096) loss_cl: -0.2791 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [16:20:59.860050] Epoch: [80] [ 680/2904] eta: 0:28:45 lr: 0.002383 loss: 0.1926 (0.2049) loss_rec_all: 0.2190 (0.2306) loss_rec_sfr: 0.2838 (0.3097) loss_cl: -0.2793 (-0.2787) time: 0.7474 data: 0.0002 max mem: 29860 [16:21:14.796692] Epoch: [80] [ 700/2904] eta: 0:28:27 lr: 0.002383 loss: 0.1975 (0.2050) loss_rec_all: 0.2232 (0.2307) loss_rec_sfr: 0.3034 (0.3103) loss_cl: -0.2785 (-0.2787) time: 0.7468 data: 0.0002 max mem: 29860 [16:21:29.722052] Epoch: [80] [ 720/2904] eta: 0:28:10 lr: 0.002383 loss: 0.1960 (0.2050) loss_rec_all: 0.2223 (0.2307) loss_rec_sfr: 0.2614 (0.3097) loss_cl: -0.2795 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [16:21:44.651213] Epoch: [80] [ 740/2904] eta: 0:27:53 lr: 0.002383 loss: 0.1888 (0.2047) loss_rec_all: 0.2150 (0.2304) loss_rec_sfr: 0.2692 (0.3088) loss_cl: -0.2791 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [16:21:59.576882] Epoch: [80] [ 760/2904] eta: 0:27:36 lr: 0.002383 loss: 0.1928 (0.2047) loss_rec_all: 0.2186 (0.2304) loss_rec_sfr: 0.2960 (0.3088) loss_cl: -0.2790 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [16:22:14.507087] Epoch: [80] [ 780/2904] eta: 0:27:19 lr: 0.002383 loss: 0.1918 (0.2045) loss_rec_all: 0.2179 (0.2302) loss_rec_sfr: 0.2767 (0.3081) loss_cl: -0.2794 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [16:22:29.434444] Epoch: [80] [ 800/2904] eta: 0:27:02 lr: 0.002383 loss: 0.1937 (0.2044) loss_rec_all: 0.2194 (0.2302) loss_rec_sfr: 0.3048 (0.3083) loss_cl: -0.2798 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [16:22:44.359709] Epoch: [80] [ 820/2904] eta: 0:26:46 lr: 0.002383 loss: 0.1942 (0.2045) loss_rec_all: 0.2203 (0.2302) loss_rec_sfr: 0.2871 (0.3083) loss_cl: -0.2793 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [16:22:59.296151] Epoch: [80] [ 840/2904] eta: 0:26:29 lr: 0.002383 loss: 0.1941 (0.2046) loss_rec_all: 0.2207 (0.2303) loss_rec_sfr: 0.2958 (0.3087) loss_cl: -0.2794 (-0.2787) time: 0.7468 data: 0.0002 max mem: 29860 [16:23:14.223489] Epoch: [80] [ 860/2904] eta: 0:26:12 lr: 0.002383 loss: 0.1952 (0.2046) loss_rec_all: 0.2215 (0.2303) loss_rec_sfr: 0.2754 (0.3086) loss_cl: -0.2790 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [16:23:29.149542] Epoch: [80] [ 880/2904] eta: 0:25:56 lr: 0.002383 loss: 0.1986 (0.2047) loss_rec_all: 0.2245 (0.2304) loss_rec_sfr: 0.2883 (0.3089) loss_cl: -0.2780 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [16:23:44.081662] Epoch: [80] [ 900/2904] eta: 0:25:40 lr: 0.002383 loss: 0.1962 (0.2048) loss_rec_all: 0.2225 (0.2305) loss_rec_sfr: 0.2803 (0.3089) loss_cl: -0.2783 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [16:23:59.011590] Epoch: [80] [ 920/2904] eta: 0:25:23 lr: 0.002383 loss: 0.1928 (0.2048) loss_rec_all: 0.2185 (0.2305) loss_rec_sfr: 0.3098 (0.3092) loss_cl: -0.2793 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [16:24:13.939799] Epoch: [80] [ 940/2904] eta: 0:25:07 lr: 0.002383 loss: 0.1913 (0.2047) loss_rec_all: 0.2170 (0.2304) loss_rec_sfr: 0.2872 (0.3091) loss_cl: -0.2789 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [16:24:28.868239] Epoch: [80] [ 960/2904] eta: 0:24:51 lr: 0.002383 loss: 0.1943 (0.2047) loss_rec_all: 0.2202 (0.2304) loss_rec_sfr: 0.2793 (0.3089) loss_cl: -0.2795 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [16:24:43.807133] Epoch: [80] [ 980/2904] eta: 0:24:35 lr: 0.002383 loss: 0.1941 (0.2047) loss_rec_all: 0.2203 (0.2304) loss_rec_sfr: 0.2794 (0.3084) loss_cl: -0.2786 (-0.2787) time: 0.7469 data: 0.0002 max mem: 29860 [16:24:58.739172] Epoch: [80] [1000/2904] eta: 0:24:19 lr: 0.002383 loss: 0.1925 (0.2046) loss_rec_all: 0.2180 (0.2304) loss_rec_sfr: 0.2639 (0.3083) loss_cl: -0.2786 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [16:25:13.677028] Epoch: [80] [1020/2904] eta: 0:24:03 lr: 0.002383 loss: 0.1942 (0.2046) loss_rec_all: 0.2200 (0.2303) loss_rec_sfr: 0.2777 (0.3081) loss_cl: -0.2786 (-0.2787) time: 0.7469 data: 0.0002 max mem: 29860 [16:25:28.614434] Epoch: [80] [1040/2904] eta: 0:23:47 lr: 0.002383 loss: 0.1907 (0.2046) loss_rec_all: 0.2163 (0.2303) loss_rec_sfr: 0.2886 (0.3081) loss_cl: -0.2782 (-0.2787) time: 0.7468 data: 0.0002 max mem: 29860 [16:25:43.558896] Epoch: [80] [1060/2904] eta: 0:23:31 lr: 0.002383 loss: 0.1954 (0.2046) loss_rec_all: 0.2217 (0.2304) loss_rec_sfr: 0.2928 (0.3084) loss_cl: -0.2783 (-0.2787) time: 0.7472 data: 0.0002 max mem: 29860 [16:25:58.479637] Epoch: [80] [1080/2904] eta: 0:23:15 lr: 0.002383 loss: 0.1962 (0.2047) loss_rec_all: 0.2219 (0.2304) loss_rec_sfr: 0.3018 (0.3084) loss_cl: -0.2788 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [16:26:13.409137] Epoch: [80] [1100/2904] eta: 0:22:59 lr: 0.002383 loss: 0.1959 (0.2047) loss_rec_all: 0.2222 (0.2304) loss_rec_sfr: 0.2726 (0.3082) loss_cl: -0.2796 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [16:26:28.331843] Epoch: [80] [1120/2904] eta: 0:22:43 lr: 0.002383 loss: 0.1933 (0.2047) loss_rec_all: 0.2195 (0.2304) loss_rec_sfr: 0.2894 (0.3083) loss_cl: -0.2797 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [16:26:43.258037] Epoch: [80] [1140/2904] eta: 0:22:27 lr: 0.002383 loss: 0.1954 (0.2047) loss_rec_all: 0.2211 (0.2304) loss_rec_sfr: 0.2946 (0.3083) loss_cl: -0.2781 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [16:26:58.175435] Epoch: [80] [1160/2904] eta: 0:22:11 lr: 0.002383 loss: 0.1980 (0.2048) loss_rec_all: 0.2241 (0.2305) loss_rec_sfr: 0.3123 (0.3089) loss_cl: -0.2789 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [16:27:13.099272] Epoch: [80] [1180/2904] eta: 0:21:55 lr: 0.002383 loss: 0.1951 (0.2048) loss_rec_all: 0.2209 (0.2305) loss_rec_sfr: 0.2723 (0.3089) loss_cl: -0.2792 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [16:27:28.030960] Epoch: [80] [1200/2904] eta: 0:21:40 lr: 0.002383 loss: 0.1947 (0.2048) loss_rec_all: 0.2203 (0.2305) loss_rec_sfr: 0.2950 (0.3090) loss_cl: -0.2789 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [16:27:42.947390] Epoch: [80] [1220/2904] eta: 0:21:24 lr: 0.002383 loss: 0.1997 (0.2050) loss_rec_all: 0.2257 (0.2307) loss_rec_sfr: 0.3007 (0.3097) loss_cl: -0.2783 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [16:27:57.862667] Epoch: [80] [1240/2904] eta: 0:21:08 lr: 0.002383 loss: 0.1932 (0.2049) loss_rec_all: 0.2191 (0.2306) loss_rec_sfr: 0.2758 (0.3094) loss_cl: -0.2784 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [16:28:12.774901] Epoch: [80] [1260/2904] eta: 0:20:53 lr: 0.002383 loss: 0.1951 (0.2049) loss_rec_all: 0.2209 (0.2307) loss_rec_sfr: 0.2963 (0.3096) loss_cl: -0.2792 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [16:28:27.710136] Epoch: [80] [1280/2904] eta: 0:20:37 lr: 0.002383 loss: 0.1919 (0.2049) loss_rec_all: 0.2178 (0.2306) loss_rec_sfr: 0.2964 (0.3096) loss_cl: -0.2790 (-0.2787) time: 0.7467 data: 0.0002 max mem: 29860 [16:28:42.627029] Epoch: [80] [1300/2904] eta: 0:20:21 lr: 0.002383 loss: 0.1948 (0.2050) loss_rec_all: 0.2204 (0.2307) loss_rec_sfr: 0.2846 (0.3096) loss_cl: -0.2787 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [16:28:57.558407] Epoch: [80] [1320/2904] eta: 0:20:06 lr: 0.002383 loss: 0.1915 (0.2048) loss_rec_all: 0.2172 (0.2305) loss_rec_sfr: 0.2786 (0.3092) loss_cl: -0.2774 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [16:29:12.479940] Epoch: [80] [1340/2904] eta: 0:19:50 lr: 0.002383 loss: 0.1994 (0.2050) loss_rec_all: 0.2253 (0.2307) loss_rec_sfr: 0.3142 (0.3099) loss_cl: -0.2781 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [16:29:27.410354] Epoch: [80] [1360/2904] eta: 0:19:35 lr: 0.002383 loss: 0.1933 (0.2049) loss_rec_all: 0.2193 (0.2306) loss_rec_sfr: 0.2711 (0.3095) loss_cl: -0.2783 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [16:29:42.346376] Epoch: [80] [1380/2904] eta: 0:19:19 lr: 0.002383 loss: 0.1969 (0.2050) loss_rec_all: 0.2228 (0.2307) loss_rec_sfr: 0.2924 (0.3096) loss_cl: -0.2789 (-0.2787) time: 0.7468 data: 0.0002 max mem: 29860 [16:29:57.279682] Epoch: [80] [1400/2904] eta: 0:19:03 lr: 0.002383 loss: 0.1893 (0.2048) loss_rec_all: 0.2158 (0.2305) loss_rec_sfr: 0.2567 (0.3089) loss_cl: -0.2788 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [16:30:12.206201] Epoch: [80] [1420/2904] eta: 0:18:48 lr: 0.002383 loss: 0.1908 (0.2047) loss_rec_all: 0.2165 (0.2304) loss_rec_sfr: 0.2881 (0.3085) loss_cl: -0.2785 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [16:30:27.142129] Epoch: [80] [1440/2904] eta: 0:18:32 lr: 0.002383 loss: 0.1927 (0.2046) loss_rec_all: 0.2188 (0.2304) loss_rec_sfr: 0.2793 (0.3083) loss_cl: -0.2789 (-0.2787) time: 0.7468 data: 0.0002 max mem: 29860 [16:30:42.064631] Epoch: [80] [1460/2904] eta: 0:18:17 lr: 0.002383 loss: 0.1954 (0.2046) loss_rec_all: 0.2212 (0.2303) loss_rec_sfr: 0.2782 (0.3082) loss_cl: -0.2793 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [16:30:56.984830] Epoch: [80] [1480/2904] eta: 0:18:02 lr: 0.002383 loss: 0.1946 (0.2046) loss_rec_all: 0.2207 (0.2303) loss_rec_sfr: 0.2995 (0.3083) loss_cl: -0.2802 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [16:31:11.895773] Epoch: [80] [1500/2904] eta: 0:17:46 lr: 0.002383 loss: 0.1971 (0.2047) loss_rec_all: 0.2228 (0.2304) loss_rec_sfr: 0.2829 (0.3084) loss_cl: -0.2792 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [16:31:26.822102] Epoch: [80] [1520/2904] eta: 0:17:31 lr: 0.002383 loss: 0.1923 (0.2046) loss_rec_all: 0.2182 (0.2304) loss_rec_sfr: 0.2988 (0.3085) loss_cl: -0.2783 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [16:31:41.739697] Epoch: [80] [1540/2904] eta: 0:17:15 lr: 0.002383 loss: 0.1975 (0.2046) loss_rec_all: 0.2233 (0.2303) loss_rec_sfr: 0.2864 (0.3084) loss_cl: -0.2798 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [16:31:56.672710] Epoch: [80] [1560/2904] eta: 0:17:00 lr: 0.002383 loss: 0.1933 (0.2046) loss_rec_all: 0.2196 (0.2304) loss_rec_sfr: 0.2896 (0.3084) loss_cl: -0.2790 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [16:32:11.598216] Epoch: [80] [1580/2904] eta: 0:16:44 lr: 0.002383 loss: 0.1986 (0.2048) loss_rec_all: 0.2242 (0.2305) loss_rec_sfr: 0.3058 (0.3088) loss_cl: -0.2778 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [16:32:26.519975] Epoch: [80] [1600/2904] eta: 0:16:29 lr: 0.002383 loss: 0.1955 (0.2048) loss_rec_all: 0.2212 (0.2305) loss_rec_sfr: 0.2906 (0.3089) loss_cl: -0.2777 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [16:32:41.444200] Epoch: [80] [1620/2904] eta: 0:16:14 lr: 0.002383 loss: 0.1927 (0.2047) loss_rec_all: 0.2187 (0.2304) loss_rec_sfr: 0.2714 (0.3087) loss_cl: -0.2779 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [16:32:56.361153] Epoch: [80] [1640/2904] eta: 0:15:58 lr: 0.002383 loss: 0.1956 (0.2047) loss_rec_all: 0.2213 (0.2304) loss_rec_sfr: 0.3088 (0.3088) loss_cl: -0.2789 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [16:33:11.283170] Epoch: [80] [1660/2904] eta: 0:15:43 lr: 0.002383 loss: 0.1959 (0.2047) loss_rec_all: 0.2217 (0.2304) loss_rec_sfr: 0.2958 (0.3089) loss_cl: -0.2789 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [16:33:26.202389] Epoch: [80] [1680/2904] eta: 0:15:28 lr: 0.002383 loss: 0.1956 (0.2048) loss_rec_all: 0.2218 (0.2305) loss_rec_sfr: 0.2782 (0.3091) loss_cl: -0.2788 (-0.2787) time: 0.7459 data: 0.0003 max mem: 29860 [16:33:41.121168] Epoch: [80] [1700/2904] eta: 0:15:12 lr: 0.002383 loss: 0.2178 (0.2051) loss_rec_all: 0.2436 (0.2308) loss_rec_sfr: 0.3230 (0.3099) loss_cl: -0.2785 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [16:33:56.047533] Epoch: [80] [1720/2904] eta: 0:14:57 lr: 0.002383 loss: 0.1957 (0.2051) loss_rec_all: 0.2214 (0.2308) loss_rec_sfr: 0.2800 (0.3098) loss_cl: -0.2790 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [16:34:10.966068] Epoch: [80] [1740/2904] eta: 0:14:42 lr: 0.002383 loss: 0.1989 (0.2051) loss_rec_all: 0.2251 (0.2308) loss_rec_sfr: 0.2778 (0.3098) loss_cl: -0.2793 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [16:34:25.889692] Epoch: [80] [1760/2904] eta: 0:14:26 lr: 0.002383 loss: 0.1958 (0.2051) loss_rec_all: 0.2216 (0.2308) loss_rec_sfr: 0.2791 (0.3097) loss_cl: -0.2788 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [16:34:40.818722] Epoch: [80] [1780/2904] eta: 0:14:11 lr: 0.002383 loss: 0.1932 (0.2051) loss_rec_all: 0.2191 (0.2308) loss_rec_sfr: 0.2822 (0.3096) loss_cl: -0.2785 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [16:34:55.753232] Epoch: [80] [1800/2904] eta: 0:13:56 lr: 0.002383 loss: 0.1973 (0.2052) loss_rec_all: 0.2230 (0.2309) loss_rec_sfr: 0.2986 (0.3098) loss_cl: -0.2788 (-0.2787) time: 0.7467 data: 0.0002 max mem: 29860 [16:35:10.678699] Epoch: [80] [1820/2904] eta: 0:13:40 lr: 0.002383 loss: 0.1976 (0.2051) loss_rec_all: 0.2232 (0.2308) loss_rec_sfr: 0.2948 (0.3098) loss_cl: -0.2784 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [16:35:25.613290] Epoch: [80] [1840/2904] eta: 0:13:25 lr: 0.002383 loss: 0.1968 (0.2051) loss_rec_all: 0.2223 (0.2308) loss_rec_sfr: 0.2790 (0.3097) loss_cl: -0.2781 (-0.2787) time: 0.7467 data: 0.0002 max mem: 29860 [16:35:40.531368] Epoch: [80] [1860/2904] eta: 0:13:10 lr: 0.002383 loss: 0.2039 (0.2052) loss_rec_all: 0.2298 (0.2309) loss_rec_sfr: 0.2962 (0.3100) loss_cl: -0.2787 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [16:35:55.461571] Epoch: [80] [1880/2904] eta: 0:12:55 lr: 0.002383 loss: 0.1976 (0.2053) loss_rec_all: 0.2237 (0.2310) loss_rec_sfr: 0.3073 (0.3103) loss_cl: -0.2792 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [16:36:10.386044] Epoch: [80] [1900/2904] eta: 0:12:39 lr: 0.002383 loss: 0.1956 (0.2054) loss_rec_all: 0.2220 (0.2311) loss_rec_sfr: 0.2856 (0.3104) loss_cl: -0.2791 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [16:36:25.307862] Epoch: [80] [1920/2904] eta: 0:12:24 lr: 0.002383 loss: 0.1926 (0.2054) loss_rec_all: 0.2185 (0.2311) loss_rec_sfr: 0.2925 (0.3104) loss_cl: -0.2780 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [16:36:40.249858] Epoch: [80] [1940/2904] eta: 0:12:09 lr: 0.002383 loss: 0.1953 (0.2054) loss_rec_all: 0.2210 (0.2311) loss_rec_sfr: 0.2919 (0.3104) loss_cl: -0.2786 (-0.2787) time: 0.7471 data: 0.0002 max mem: 29860 [16:36:55.181999] Epoch: [80] [1960/2904] eta: 0:11:54 lr: 0.002383 loss: 0.1941 (0.2054) loss_rec_all: 0.2201 (0.2311) loss_rec_sfr: 0.2784 (0.3103) loss_cl: -0.2786 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [16:37:10.107302] Epoch: [80] [1980/2904] eta: 0:11:38 lr: 0.002383 loss: 0.1953 (0.2054) loss_rec_all: 0.2210 (0.2311) loss_rec_sfr: 0.2829 (0.3104) loss_cl: -0.2794 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [16:37:25.043021] Epoch: [80] [2000/2904] eta: 0:11:23 lr: 0.002383 loss: 0.1948 (0.2054) loss_rec_all: 0.2202 (0.2311) loss_rec_sfr: 0.3036 (0.3104) loss_cl: -0.2782 (-0.2787) time: 0.7467 data: 0.0002 max mem: 29860 [16:37:39.968820] Epoch: [80] [2020/2904] eta: 0:11:08 lr: 0.002383 loss: 0.1923 (0.2053) loss_rec_all: 0.2186 (0.2310) loss_rec_sfr: 0.2718 (0.3102) loss_cl: -0.2786 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [16:37:54.893353] Epoch: [80] [2040/2904] eta: 0:10:53 lr: 0.002383 loss: 0.1908 (0.2053) loss_rec_all: 0.2170 (0.2310) loss_rec_sfr: 0.2987 (0.3104) loss_cl: -0.2785 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [16:38:09.817486] Epoch: [80] [2060/2904] eta: 0:10:38 lr: 0.002383 loss: 0.1979 (0.2053) loss_rec_all: 0.2239 (0.2310) loss_rec_sfr: 0.2871 (0.3104) loss_cl: -0.2786 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [16:38:24.741629] Epoch: [80] [2080/2904] eta: 0:10:22 lr: 0.002383 loss: 0.1968 (0.2054) loss_rec_all: 0.2228 (0.2311) loss_rec_sfr: 0.2905 (0.3105) loss_cl: -0.2787 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [16:38:39.659432] Epoch: [80] [2100/2904] eta: 0:10:07 lr: 0.002383 loss: 0.1947 (0.2054) loss_rec_all: 0.2206 (0.2311) loss_rec_sfr: 0.2833 (0.3104) loss_cl: -0.2789 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [16:38:54.579733] Epoch: [80] [2120/2904] eta: 0:09:52 lr: 0.002383 loss: 0.1932 (0.2053) loss_rec_all: 0.2189 (0.2310) loss_rec_sfr: 0.2658 (0.3100) loss_cl: -0.2784 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [16:39:09.645339] Epoch: [80] [2140/2904] eta: 0:09:37 lr: 0.002383 loss: 0.1924 (0.2053) loss_rec_all: 0.2182 (0.2310) loss_rec_sfr: 0.3054 (0.3102) loss_cl: -0.2789 (-0.2787) time: 0.7532 data: 0.0002 max mem: 29860 [16:39:24.558232] Epoch: [80] [2160/2904] eta: 0:09:22 lr: 0.002383 loss: 0.1931 (0.2053) loss_rec_all: 0.2190 (0.2310) loss_rec_sfr: 0.2643 (0.3101) loss_cl: -0.2784 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [16:39:39.469876] Epoch: [80] [2180/2904] eta: 0:09:06 lr: 0.002383 loss: 0.1959 (0.2053) loss_rec_all: 0.2222 (0.2310) loss_rec_sfr: 0.2770 (0.3101) loss_cl: -0.2784 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [16:39:54.378955] Epoch: [80] [2200/2904] eta: 0:08:51 lr: 0.002383 loss: 0.1919 (0.2052) loss_rec_all: 0.2181 (0.2309) loss_rec_sfr: 0.2765 (0.3099) loss_cl: -0.2789 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [16:40:09.289650] Epoch: [80] [2220/2904] eta: 0:08:36 lr: 0.002383 loss: 0.1955 (0.2053) loss_rec_all: 0.2213 (0.2310) loss_rec_sfr: 0.3047 (0.3101) loss_cl: -0.2784 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [16:40:24.217952] Epoch: [80] [2240/2904] eta: 0:08:21 lr: 0.002383 loss: 0.1940 (0.2053) loss_rec_all: 0.2200 (0.2310) loss_rec_sfr: 0.2926 (0.3103) loss_cl: -0.2788 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [16:40:39.134941] Epoch: [80] [2260/2904] eta: 0:08:06 lr: 0.002383 loss: 0.1974 (0.2053) loss_rec_all: 0.2236 (0.2310) loss_rec_sfr: 0.2786 (0.3103) loss_cl: -0.2799 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [16:40:54.065193] Epoch: [80] [2280/2904] eta: 0:07:51 lr: 0.002383 loss: 0.1943 (0.2053) loss_rec_all: 0.2202 (0.2310) loss_rec_sfr: 0.2737 (0.3102) loss_cl: -0.2790 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [16:41:08.986445] Epoch: [80] [2300/2904] eta: 0:07:36 lr: 0.002383 loss: 0.1939 (0.2053) loss_rec_all: 0.2196 (0.2310) loss_rec_sfr: 0.2785 (0.3101) loss_cl: -0.2779 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [16:41:23.915092] Epoch: [80] [2320/2904] eta: 0:07:20 lr: 0.002383 loss: 0.1940 (0.2052) loss_rec_all: 0.2202 (0.2309) loss_rec_sfr: 0.2705 (0.3099) loss_cl: -0.2796 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [16:41:38.834247] Epoch: [80] [2340/2904] eta: 0:07:05 lr: 0.002383 loss: 0.1960 (0.2053) loss_rec_all: 0.2222 (0.2310) loss_rec_sfr: 0.2979 (0.3100) loss_cl: -0.2797 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [16:41:53.769582] Epoch: [80] [2360/2904] eta: 0:06:50 lr: 0.002383 loss: 0.1918 (0.2052) loss_rec_all: 0.2179 (0.2309) loss_rec_sfr: 0.2954 (0.3100) loss_cl: -0.2785 (-0.2787) time: 0.7467 data: 0.0002 max mem: 29860 [16:42:08.690370] Epoch: [80] [2380/2904] eta: 0:06:35 lr: 0.002383 loss: 0.1888 (0.2052) loss_rec_all: 0.2145 (0.2309) loss_rec_sfr: 0.2620 (0.3098) loss_cl: -0.2792 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [16:42:23.614201] Epoch: [80] [2400/2904] eta: 0:06:20 lr: 0.002383 loss: 0.1934 (0.2052) loss_rec_all: 0.2193 (0.2309) loss_rec_sfr: 0.2838 (0.3098) loss_cl: -0.2791 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [16:42:38.532812] Epoch: [80] [2420/2904] eta: 0:06:05 lr: 0.002383 loss: 0.1951 (0.2052) loss_rec_all: 0.2210 (0.2310) loss_rec_sfr: 0.2897 (0.3100) loss_cl: -0.2788 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [16:42:53.456835] Epoch: [80] [2440/2904] eta: 0:05:50 lr: 0.002383 loss: 0.1941 (0.2052) loss_rec_all: 0.2200 (0.2309) loss_rec_sfr: 0.2792 (0.3099) loss_cl: -0.2797 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [16:43:08.377023] Epoch: [80] [2460/2904] eta: 0:05:34 lr: 0.002383 loss: 0.1927 (0.2052) loss_rec_all: 0.2183 (0.2309) loss_rec_sfr: 0.2808 (0.3097) loss_cl: -0.2784 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [16:43:23.302370] Epoch: [80] [2480/2904] eta: 0:05:19 lr: 0.002383 loss: 0.1922 (0.2051) loss_rec_all: 0.2186 (0.2308) loss_rec_sfr: 0.2807 (0.3096) loss_cl: -0.2787 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [16:43:38.223414] Epoch: [80] [2500/2904] eta: 0:05:04 lr: 0.002383 loss: 0.1935 (0.2051) loss_rec_all: 0.2190 (0.2308) loss_rec_sfr: 0.2967 (0.3096) loss_cl: -0.2780 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [16:43:53.146648] Epoch: [80] [2520/2904] eta: 0:04:49 lr: 0.002383 loss: 0.1909 (0.2051) loss_rec_all: 0.2167 (0.2308) loss_rec_sfr: 0.2921 (0.3096) loss_cl: -0.2785 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [16:44:08.067850] Epoch: [80] [2540/2904] eta: 0:04:34 lr: 0.002383 loss: 0.1940 (0.2051) loss_rec_all: 0.2204 (0.2308) loss_rec_sfr: 0.2957 (0.3096) loss_cl: -0.2792 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [16:44:22.995895] Epoch: [80] [2560/2904] eta: 0:04:19 lr: 0.002383 loss: 0.1935 (0.2050) loss_rec_all: 0.2193 (0.2307) loss_rec_sfr: 0.2742 (0.3094) loss_cl: -0.2788 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [16:44:37.920955] Epoch: [80] [2580/2904] eta: 0:04:04 lr: 0.002383 loss: 0.1887 (0.2049) loss_rec_all: 0.2146 (0.2306) loss_rec_sfr: 0.2697 (0.3092) loss_cl: -0.2790 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [16:44:52.851572] Epoch: [80] [2600/2904] eta: 0:03:49 lr: 0.002383 loss: 0.1917 (0.2049) loss_rec_all: 0.2175 (0.2306) loss_rec_sfr: 0.2920 (0.3091) loss_cl: -0.2789 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [16:45:07.777576] Epoch: [80] [2620/2904] eta: 0:03:34 lr: 0.002383 loss: 0.1947 (0.2048) loss_rec_all: 0.2207 (0.2305) loss_rec_sfr: 0.2922 (0.3090) loss_cl: -0.2798 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [16:45:22.710959] Epoch: [80] [2640/2904] eta: 0:03:19 lr: 0.002383 loss: 0.2052 (0.2050) loss_rec_all: 0.2311 (0.2307) loss_rec_sfr: 0.2937 (0.3094) loss_cl: -0.2787 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [16:45:37.632893] Epoch: [80] [2660/2904] eta: 0:03:03 lr: 0.002383 loss: 0.1957 (0.2049) loss_rec_all: 0.2221 (0.2307) loss_rec_sfr: 0.2905 (0.3094) loss_cl: -0.2793 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [16:45:52.565305] Epoch: [80] [2680/2904] eta: 0:02:48 lr: 0.002383 loss: 0.1949 (0.2049) loss_rec_all: 0.2207 (0.2306) loss_rec_sfr: 0.3051 (0.3094) loss_cl: -0.2791 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [16:46:07.480578] Epoch: [80] [2700/2904] eta: 0:02:33 lr: 0.002383 loss: 0.1971 (0.2050) loss_rec_all: 0.2229 (0.2307) loss_rec_sfr: 0.3092 (0.3097) loss_cl: -0.2792 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [16:46:22.404070] Epoch: [80] [2720/2904] eta: 0:02:18 lr: 0.002383 loss: 0.2012 (0.2051) loss_rec_all: 0.2269 (0.2308) loss_rec_sfr: 0.3188 (0.3101) loss_cl: -0.2787 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [16:46:37.316892] Epoch: [80] [2740/2904] eta: 0:02:03 lr: 0.002383 loss: 0.1931 (0.2052) loss_rec_all: 0.2187 (0.2309) loss_rec_sfr: 0.2919 (0.3102) loss_cl: -0.2783 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [16:46:52.231775] Epoch: [80] [2760/2904] eta: 0:01:48 lr: 0.002383 loss: 0.2018 (0.2051) loss_rec_all: 0.2274 (0.2308) loss_rec_sfr: 0.2788 (0.3100) loss_cl: -0.2779 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [16:47:07.142749] Epoch: [80] [2780/2904] eta: 0:01:33 lr: 0.002383 loss: 0.1927 (0.2051) loss_rec_all: 0.2184 (0.2308) loss_rec_sfr: 0.2780 (0.3099) loss_cl: -0.2785 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [16:47:22.062072] Epoch: [80] [2800/2904] eta: 0:01:18 lr: 0.002383 loss: 0.1947 (0.2051) loss_rec_all: 0.2207 (0.2308) loss_rec_sfr: 0.3000 (0.3098) loss_cl: -0.2786 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [16:47:36.970681] Epoch: [80] [2820/2904] eta: 0:01:03 lr: 0.002383 loss: 0.1937 (0.2050) loss_rec_all: 0.2196 (0.2307) loss_rec_sfr: 0.3004 (0.3098) loss_cl: -0.2789 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [16:47:51.918027] Epoch: [80] [2840/2904] eta: 0:00:48 lr: 0.002383 loss: 0.1932 (0.2050) loss_rec_all: 0.2191 (0.2307) loss_rec_sfr: 0.2964 (0.3096) loss_cl: -0.2787 (-0.2787) time: 0.7473 data: 0.0023 max mem: 29860 [16:48:06.816652] Epoch: [80] [2860/2904] eta: 0:00:33 lr: 0.002383 loss: 0.1947 (0.2050) loss_rec_all: 0.2203 (0.2307) loss_rec_sfr: 0.3070 (0.3098) loss_cl: -0.2785 (-0.2787) time: 0.7449 data: 0.0001 max mem: 29860 [16:48:21.715762] Epoch: [80] [2880/2904] eta: 0:00:18 lr: 0.002383 loss: 0.1911 (0.2049) loss_rec_all: 0.2171 (0.2306) loss_rec_sfr: 0.2535 (0.3095) loss_cl: -0.2782 (-0.2787) time: 0.7449 data: 0.0001 max mem: 29860 [16:48:36.615329] Epoch: [80] [2900/2904] eta: 0:00:03 lr: 0.002383 loss: 0.1941 (0.2049) loss_rec_all: 0.2201 (0.2306) loss_rec_sfr: 0.2929 (0.3093) loss_cl: -0.2797 (-0.2787) time: 0.7449 data: 0.0001 max mem: 29860 [16:48:38.858566] Epoch: [80] [2903/2904] eta: 0:00:00 lr: 0.002383 loss: 0.1926 (0.2048) loss_rec_all: 0.2186 (0.2305) loss_rec_sfr: 0.2963 (0.3093) loss_cl: -0.2797 (-0.2787) time: 0.7451 data: 0.0001 max mem: 29860 [16:48:40.903237] Epoch: [80] Total time: 0:36:29 (0.7539 s / it) [16:48:40.913493] Averaged stats: lr: 0.002383 loss: 0.1926 (0.2068) loss_rec_all: 0.2186 (0.2302) loss_rec_sfr: 0.2963 (0.3087) loss_cl: -0.2797 (-0.2554) [16:48:40.918102] log_dir: ./checkpoint/VF2_ViT-B [16:49:00.875368] Epoch: [81] [ 0/2904] eta: 16:05:52 lr: 0.002383 loss: 0.1920 (0.1920) loss_rec_all: 0.2181 (0.2181) loss_rec_sfr: 0.2618 (0.2618) loss_cl: -0.2793 (-0.2793) time: 19.9560 data: 17.1627 max mem: 29860 [16:49:17.291575] Epoch: [81] [ 20/2904] eta: 1:23:14 lr: 0.002383 loss: 0.1954 (0.2125) loss_rec_all: 0.2215 (0.2380) loss_rec_sfr: 0.2819 (0.3280) loss_cl: -0.2783 (-0.2786) time: 0.8207 data: 0.0004 max mem: 29860 [16:49:32.173492] Epoch: [81] [ 40/2904] eta: 0:59:40 lr: 0.002383 loss: 0.1926 (0.2075) loss_rec_all: 0.2186 (0.2332) loss_rec_sfr: 0.2856 (0.3127) loss_cl: -0.2781 (-0.2783) time: 0.7440 data: 0.0003 max mem: 29860 [16:49:47.080390] Epoch: [81] [ 60/2904] eta: 0:51:24 lr: 0.002383 loss: 0.1965 (0.2098) loss_rec_all: 0.2221 (0.2354) loss_rec_sfr: 0.2881 (0.3206) loss_cl: -0.2777 (-0.2781) time: 0.7453 data: 0.0002 max mem: 29860 [16:50:01.984996] Epoch: [81] [ 80/2904] eta: 0:47:06 lr: 0.002383 loss: 0.1888 (0.2067) loss_rec_all: 0.2148 (0.2324) loss_rec_sfr: 0.2689 (0.3121) loss_cl: -0.2792 (-0.2784) time: 0.7452 data: 0.0002 max mem: 29860 [16:50:16.900322] Epoch: [81] [ 100/2904] eta: 0:44:24 lr: 0.002383 loss: 0.1939 (0.2070) loss_rec_all: 0.2198 (0.2326) loss_rec_sfr: 0.2977 (0.3137) loss_cl: -0.2788 (-0.2785) time: 0.7457 data: 0.0004 max mem: 29860 [16:50:31.816316] Epoch: [81] [ 120/2904] eta: 0:42:31 lr: 0.002383 loss: 0.1951 (0.2067) loss_rec_all: 0.2210 (0.2323) loss_rec_sfr: 0.2788 (0.3127) loss_cl: -0.2783 (-0.2785) time: 0.7457 data: 0.0003 max mem: 29860 [16:50:46.730266] Epoch: [81] [ 140/2904] eta: 0:41:06 lr: 0.002383 loss: 0.1931 (0.2057) loss_rec_all: 0.2191 (0.2313) loss_rec_sfr: 0.2745 (0.3092) loss_cl: -0.2793 (-0.2786) time: 0.7456 data: 0.0003 max mem: 29860 [16:51:01.666954] Epoch: [81] [ 160/2904] eta: 0:39:58 lr: 0.002383 loss: 0.1915 (0.2046) loss_rec_all: 0.2176 (0.2303) loss_rec_sfr: 0.2906 (0.3071) loss_cl: -0.2796 (-0.2787) time: 0.7468 data: 0.0002 max mem: 29860 [16:51:16.582773] Epoch: [81] [ 180/2904] eta: 0:39:02 lr: 0.002383 loss: 0.1934 (0.2048) loss_rec_all: 0.2192 (0.2305) loss_rec_sfr: 0.2933 (0.3084) loss_cl: -0.2788 (-0.2787) time: 0.7457 data: 0.0003 max mem: 29860 [16:51:31.507687] Epoch: [81] [ 200/2904] eta: 0:38:14 lr: 0.002383 loss: 0.1952 (0.2048) loss_rec_all: 0.2211 (0.2305) loss_rec_sfr: 0.3003 (0.3092) loss_cl: -0.2789 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [16:51:46.431278] Epoch: [81] [ 220/2904] eta: 0:37:32 lr: 0.002383 loss: 0.2023 (0.2059) loss_rec_all: 0.2282 (0.2316) loss_rec_sfr: 0.2827 (0.3113) loss_cl: -0.2788 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [16:52:01.366952] Epoch: [81] [ 240/2904] eta: 0:36:55 lr: 0.002383 loss: 0.1947 (0.2061) loss_rec_all: 0.2212 (0.2317) loss_rec_sfr: 0.3079 (0.3127) loss_cl: -0.2797 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [16:52:16.304473] Epoch: [81] [ 260/2904] eta: 0:36:21 lr: 0.002383 loss: 0.1947 (0.2060) loss_rec_all: 0.2204 (0.2317) loss_rec_sfr: 0.3111 (0.3140) loss_cl: -0.2787 (-0.2787) time: 0.7468 data: 0.0002 max mem: 29860 [16:52:31.233288] Epoch: [81] [ 280/2904] eta: 0:35:50 lr: 0.002383 loss: 0.1933 (0.2057) loss_rec_all: 0.2194 (0.2314) loss_rec_sfr: 0.2811 (0.3124) loss_cl: -0.2784 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [16:52:46.167071] Epoch: [81] [ 300/2904] eta: 0:35:21 lr: 0.002383 loss: 0.1933 (0.2055) loss_rec_all: 0.2194 (0.2312) loss_rec_sfr: 0.2775 (0.3114) loss_cl: -0.2787 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [16:53:01.107098] Epoch: [81] [ 320/2904] eta: 0:34:54 lr: 0.002383 loss: 0.1956 (0.2053) loss_rec_all: 0.2215 (0.2310) loss_rec_sfr: 0.2767 (0.3099) loss_cl: -0.2801 (-0.2788) time: 0.7470 data: 0.0002 max mem: 29860 [16:53:16.019871] Epoch: [81] [ 340/2904] eta: 0:34:28 lr: 0.002383 loss: 0.1921 (0.2045) loss_rec_all: 0.2183 (0.2302) loss_rec_sfr: 0.2606 (0.3071) loss_cl: -0.2794 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [16:53:31.085867] Epoch: [81] [ 360/2904] eta: 0:34:04 lr: 0.002383 loss: 0.1950 (0.2047) loss_rec_all: 0.2214 (0.2304) loss_rec_sfr: 0.2902 (0.3076) loss_cl: -0.2798 (-0.2788) time: 0.7533 data: 0.0002 max mem: 29860 [16:53:46.010667] Epoch: [81] [ 380/2904] eta: 0:33:40 lr: 0.002383 loss: 0.1939 (0.2044) loss_rec_all: 0.2196 (0.2301) loss_rec_sfr: 0.2852 (0.3061) loss_cl: -0.2783 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [16:54:00.929624] Epoch: [81] [ 400/2904] eta: 0:33:18 lr: 0.002383 loss: 0.1918 (0.2043) loss_rec_all: 0.2173 (0.2301) loss_rec_sfr: 0.2969 (0.3063) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [16:54:15.850109] Epoch: [81] [ 420/2904] eta: 0:32:56 lr: 0.002383 loss: 0.1892 (0.2037) loss_rec_all: 0.2156 (0.2295) loss_rec_sfr: 0.2549 (0.3043) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [16:54:30.773265] Epoch: [81] [ 440/2904] eta: 0:32:34 lr: 0.002383 loss: 0.1930 (0.2034) loss_rec_all: 0.2187 (0.2291) loss_rec_sfr: 0.2764 (0.3033) loss_cl: -0.2788 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [16:54:45.689912] Epoch: [81] [ 460/2904] eta: 0:32:13 lr: 0.002383 loss: 0.1973 (0.2036) loss_rec_all: 0.2230 (0.2294) loss_rec_sfr: 0.3008 (0.3040) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [16:55:00.609612] Epoch: [81] [ 480/2904] eta: 0:31:53 lr: 0.002383 loss: 0.1926 (0.2036) loss_rec_all: 0.2183 (0.2293) loss_rec_sfr: 0.2923 (0.3045) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [16:55:15.528187] Epoch: [81] [ 500/2904] eta: 0:31:33 lr: 0.002383 loss: 0.1962 (0.2035) loss_rec_all: 0.2219 (0.2293) loss_rec_sfr: 0.2800 (0.3040) loss_cl: -0.2794 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [16:55:30.441746] Epoch: [81] [ 520/2904] eta: 0:31:13 lr: 0.002383 loss: 0.1933 (0.2036) loss_rec_all: 0.2191 (0.2294) loss_rec_sfr: 0.2898 (0.3044) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [16:55:45.363009] Epoch: [81] [ 540/2904] eta: 0:30:54 lr: 0.002383 loss: 0.1924 (0.2036) loss_rec_all: 0.2183 (0.2293) loss_rec_sfr: 0.2833 (0.3045) loss_cl: -0.2779 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [16:56:00.290483] Epoch: [81] [ 560/2904] eta: 0:30:35 lr: 0.002383 loss: 0.1922 (0.2034) loss_rec_all: 0.2185 (0.2291) loss_rec_sfr: 0.2606 (0.3036) loss_cl: -0.2790 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [16:56:15.207761] Epoch: [81] [ 580/2904] eta: 0:30:17 lr: 0.002383 loss: 0.1934 (0.2033) loss_rec_all: 0.2190 (0.2291) loss_rec_sfr: 0.2935 (0.3041) loss_cl: -0.2783 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [16:56:30.125445] Epoch: [81] [ 600/2904] eta: 0:29:58 lr: 0.002383 loss: 0.1933 (0.2035) loss_rec_all: 0.2196 (0.2293) loss_rec_sfr: 0.3067 (0.3050) loss_cl: -0.2784 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [16:56:45.043909] Epoch: [81] [ 620/2904] eta: 0:29:40 lr: 0.002383 loss: 0.1924 (0.2036) loss_rec_all: 0.2187 (0.2293) loss_rec_sfr: 0.2826 (0.3052) loss_cl: -0.2784 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [16:56:59.963776] Epoch: [81] [ 640/2904] eta: 0:29:22 lr: 0.002383 loss: 0.1952 (0.2035) loss_rec_all: 0.2212 (0.2292) loss_rec_sfr: 0.2785 (0.3048) loss_cl: -0.2792 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [16:57:14.883235] Epoch: [81] [ 660/2904] eta: 0:29:04 lr: 0.002383 loss: 0.1941 (0.2033) loss_rec_all: 0.2201 (0.2290) loss_rec_sfr: 0.2961 (0.3047) loss_cl: -0.2791 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [16:57:29.804611] Epoch: [81] [ 680/2904] eta: 0:28:47 lr: 0.002383 loss: 0.1948 (0.2034) loss_rec_all: 0.2209 (0.2291) loss_rec_sfr: 0.2771 (0.3049) loss_cl: -0.2790 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [16:57:44.717891] Epoch: [81] [ 700/2904] eta: 0:28:29 lr: 0.002383 loss: 0.1906 (0.2034) loss_rec_all: 0.2167 (0.2292) loss_rec_sfr: 0.2649 (0.3049) loss_cl: -0.2789 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [16:57:59.636666] Epoch: [81] [ 720/2904] eta: 0:28:12 lr: 0.002383 loss: 0.2004 (0.2036) loss_rec_all: 0.2265 (0.2293) loss_rec_sfr: 0.2805 (0.3050) loss_cl: -0.2781 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [16:58:14.554211] Epoch: [81] [ 740/2904] eta: 0:27:55 lr: 0.002383 loss: 0.1982 (0.2038) loss_rec_all: 0.2242 (0.2296) loss_rec_sfr: 0.2885 (0.3057) loss_cl: -0.2785 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [16:58:29.471086] Epoch: [81] [ 760/2904] eta: 0:27:38 lr: 0.002383 loss: 0.1936 (0.2040) loss_rec_all: 0.2194 (0.2297) loss_rec_sfr: 0.2762 (0.3062) loss_cl: -0.2786 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [16:58:44.388219] Epoch: [81] [ 780/2904] eta: 0:27:21 lr: 0.002383 loss: 0.1936 (0.2039) loss_rec_all: 0.2197 (0.2296) loss_rec_sfr: 0.2785 (0.3056) loss_cl: -0.2788 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [16:58:59.305736] Epoch: [81] [ 800/2904] eta: 0:27:04 lr: 0.002383 loss: 0.1943 (0.2041) loss_rec_all: 0.2200 (0.2298) loss_rec_sfr: 0.2964 (0.3063) loss_cl: -0.2784 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [16:59:14.219862] Epoch: [81] [ 820/2904] eta: 0:26:47 lr: 0.002383 loss: 0.1921 (0.2038) loss_rec_all: 0.2183 (0.2295) loss_rec_sfr: 0.3000 (0.3058) loss_cl: -0.2791 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [16:59:29.140054] Epoch: [81] [ 840/2904] eta: 0:26:30 lr: 0.002383 loss: 0.1903 (0.2038) loss_rec_all: 0.2162 (0.2295) loss_rec_sfr: 0.2745 (0.3058) loss_cl: -0.2791 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [16:59:44.058249] Epoch: [81] [ 860/2904] eta: 0:26:14 lr: 0.002383 loss: 0.1929 (0.2037) loss_rec_all: 0.2186 (0.2294) loss_rec_sfr: 0.2799 (0.3053) loss_cl: -0.2782 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [16:59:58.973936] Epoch: [81] [ 880/2904] eta: 0:25:57 lr: 0.002383 loss: 0.1953 (0.2037) loss_rec_all: 0.2214 (0.2294) loss_rec_sfr: 0.2756 (0.3051) loss_cl: -0.2790 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [17:00:13.897998] Epoch: [81] [ 900/2904] eta: 0:25:41 lr: 0.002383 loss: 0.1931 (0.2037) loss_rec_all: 0.2193 (0.2294) loss_rec_sfr: 0.2707 (0.3050) loss_cl: -0.2789 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [17:00:28.821055] Epoch: [81] [ 920/2904] eta: 0:25:24 lr: 0.002383 loss: 0.1943 (0.2035) loss_rec_all: 0.2201 (0.2292) loss_rec_sfr: 0.2811 (0.3043) loss_cl: -0.2788 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [17:00:43.733633] Epoch: [81] [ 940/2904] eta: 0:25:08 lr: 0.002383 loss: 0.1925 (0.2035) loss_rec_all: 0.2188 (0.2293) loss_rec_sfr: 0.2811 (0.3046) loss_cl: -0.2790 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [17:00:58.652991] Epoch: [81] [ 960/2904] eta: 0:24:52 lr: 0.002383 loss: 0.1928 (0.2036) loss_rec_all: 0.2191 (0.2293) loss_rec_sfr: 0.2496 (0.3044) loss_cl: -0.2790 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [17:01:13.573980] Epoch: [81] [ 980/2904] eta: 0:24:36 lr: 0.002383 loss: 0.1940 (0.2036) loss_rec_all: 0.2199 (0.2293) loss_rec_sfr: 0.2953 (0.3044) loss_cl: -0.2794 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [17:01:28.489643] Epoch: [81] [1000/2904] eta: 0:24:19 lr: 0.002383 loss: 0.1971 (0.2036) loss_rec_all: 0.2227 (0.2293) loss_rec_sfr: 0.3053 (0.3048) loss_cl: -0.2785 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [17:01:43.400536] Epoch: [81] [1020/2904] eta: 0:24:03 lr: 0.002383 loss: 0.1928 (0.2035) loss_rec_all: 0.2191 (0.2292) loss_rec_sfr: 0.2806 (0.3044) loss_cl: -0.2792 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [17:01:58.316873] Epoch: [81] [1040/2904] eta: 0:23:47 lr: 0.002383 loss: 0.1910 (0.2034) loss_rec_all: 0.2165 (0.2292) loss_rec_sfr: 0.2754 (0.3043) loss_cl: -0.2787 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [17:02:13.227419] Epoch: [81] [1060/2904] eta: 0:23:31 lr: 0.002383 loss: 0.1925 (0.2033) loss_rec_all: 0.2182 (0.2290) loss_rec_sfr: 0.2886 (0.3042) loss_cl: -0.2792 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [17:02:28.136067] Epoch: [81] [1080/2904] eta: 0:23:15 lr: 0.002382 loss: 0.1941 (0.2034) loss_rec_all: 0.2197 (0.2291) loss_rec_sfr: 0.3092 (0.3047) loss_cl: -0.2792 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [17:02:43.051720] Epoch: [81] [1100/2904] eta: 0:22:59 lr: 0.002382 loss: 0.1981 (0.2033) loss_rec_all: 0.2239 (0.2291) loss_rec_sfr: 0.2822 (0.3044) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [17:02:57.968322] Epoch: [81] [1120/2904] eta: 0:22:43 lr: 0.002382 loss: 0.1923 (0.2031) loss_rec_all: 0.2186 (0.2289) loss_rec_sfr: 0.2861 (0.3039) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [17:03:12.886674] Epoch: [81] [1140/2904] eta: 0:22:27 lr: 0.002382 loss: 0.1919 (0.2030) loss_rec_all: 0.2176 (0.2288) loss_rec_sfr: 0.2550 (0.3035) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [17:03:27.799273] Epoch: [81] [1160/2904] eta: 0:22:12 lr: 0.002382 loss: 0.1957 (0.2031) loss_rec_all: 0.2216 (0.2289) loss_rec_sfr: 0.2945 (0.3039) loss_cl: -0.2795 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [17:03:42.715395] Epoch: [81] [1180/2904] eta: 0:21:56 lr: 0.002382 loss: 0.1970 (0.2032) loss_rec_all: 0.2227 (0.2289) loss_rec_sfr: 0.2789 (0.3039) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [17:03:57.629225] Epoch: [81] [1200/2904] eta: 0:21:40 lr: 0.002382 loss: 0.1929 (0.2032) loss_rec_all: 0.2185 (0.2289) loss_rec_sfr: 0.2854 (0.3040) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [17:04:12.549734] Epoch: [81] [1220/2904] eta: 0:21:24 lr: 0.002382 loss: 0.1931 (0.2031) loss_rec_all: 0.2190 (0.2289) loss_rec_sfr: 0.2779 (0.3037) loss_cl: -0.2792 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [17:04:27.465477] Epoch: [81] [1240/2904] eta: 0:21:09 lr: 0.002382 loss: 0.1975 (0.2033) loss_rec_all: 0.2237 (0.2291) loss_rec_sfr: 0.3076 (0.3045) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [17:04:42.374956] Epoch: [81] [1260/2904] eta: 0:20:53 lr: 0.002382 loss: 0.2036 (0.2037) loss_rec_all: 0.2294 (0.2294) loss_rec_sfr: 0.3206 (0.3055) loss_cl: -0.2773 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [17:04:57.286241] Epoch: [81] [1280/2904] eta: 0:20:37 lr: 0.002382 loss: 0.1904 (0.2037) loss_rec_all: 0.2160 (0.2295) loss_rec_sfr: 0.3001 (0.3058) loss_cl: -0.2779 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [17:05:12.193519] Epoch: [81] [1300/2904] eta: 0:20:22 lr: 0.002382 loss: 0.1904 (0.2036) loss_rec_all: 0.2160 (0.2294) loss_rec_sfr: 0.2903 (0.3056) loss_cl: -0.2786 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [17:05:27.110244] Epoch: [81] [1320/2904] eta: 0:20:06 lr: 0.002382 loss: 0.1933 (0.2036) loss_rec_all: 0.2192 (0.2294) loss_rec_sfr: 0.2919 (0.3057) loss_cl: -0.2795 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [17:05:42.032635] Epoch: [81] [1340/2904] eta: 0:19:50 lr: 0.002382 loss: 0.1929 (0.2036) loss_rec_all: 0.2190 (0.2294) loss_rec_sfr: 0.2885 (0.3058) loss_cl: -0.2793 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [17:05:56.950670] Epoch: [81] [1360/2904] eta: 0:19:35 lr: 0.002382 loss: 0.1949 (0.2036) loss_rec_all: 0.2209 (0.2293) loss_rec_sfr: 0.2857 (0.3055) loss_cl: -0.2780 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [17:06:11.886715] Epoch: [81] [1380/2904] eta: 0:19:19 lr: 0.002382 loss: 0.1915 (0.2035) loss_rec_all: 0.2177 (0.2292) loss_rec_sfr: 0.2664 (0.3052) loss_cl: -0.2788 (-0.2787) time: 0.7468 data: 0.0002 max mem: 29860 [17:06:26.800875] Epoch: [81] [1400/2904] eta: 0:19:04 lr: 0.002382 loss: 0.1939 (0.2034) loss_rec_all: 0.2200 (0.2292) loss_rec_sfr: 0.2808 (0.3050) loss_cl: -0.2796 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [17:06:41.711524] Epoch: [81] [1420/2904] eta: 0:18:48 lr: 0.002382 loss: 0.1900 (0.2034) loss_rec_all: 0.2163 (0.2291) loss_rec_sfr: 0.2579 (0.3049) loss_cl: -0.2792 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [17:06:56.619010] Epoch: [81] [1440/2904] eta: 0:18:33 lr: 0.002382 loss: 0.1969 (0.2035) loss_rec_all: 0.2227 (0.2293) loss_rec_sfr: 0.2822 (0.3053) loss_cl: -0.2790 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [17:07:11.529000] Epoch: [81] [1460/2904] eta: 0:18:17 lr: 0.002382 loss: 0.1920 (0.2035) loss_rec_all: 0.2181 (0.2292) loss_rec_sfr: 0.2913 (0.3053) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [17:07:26.439718] Epoch: [81] [1480/2904] eta: 0:18:02 lr: 0.002382 loss: 0.1951 (0.2035) loss_rec_all: 0.2211 (0.2292) loss_rec_sfr: 0.3005 (0.3055) loss_cl: -0.2779 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [17:07:41.353983] Epoch: [81] [1500/2904] eta: 0:17:46 lr: 0.002382 loss: 0.1982 (0.2036) loss_rec_all: 0.2239 (0.2293) loss_rec_sfr: 0.2983 (0.3058) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [17:07:56.268764] Epoch: [81] [1520/2904] eta: 0:17:31 lr: 0.002382 loss: 0.1932 (0.2036) loss_rec_all: 0.2192 (0.2294) loss_rec_sfr: 0.2618 (0.3059) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [17:08:11.185812] Epoch: [81] [1540/2904] eta: 0:17:15 lr: 0.002382 loss: 0.1918 (0.2037) loss_rec_all: 0.2178 (0.2294) loss_rec_sfr: 0.2792 (0.3059) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [17:08:26.096322] Epoch: [81] [1560/2904] eta: 0:17:00 lr: 0.002382 loss: 0.1936 (0.2036) loss_rec_all: 0.2198 (0.2294) loss_rec_sfr: 0.2616 (0.3058) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [17:08:41.009180] Epoch: [81] [1580/2904] eta: 0:16:44 lr: 0.002382 loss: 0.1950 (0.2037) loss_rec_all: 0.2208 (0.2294) loss_rec_sfr: 0.2845 (0.3058) loss_cl: -0.2793 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [17:08:55.923361] Epoch: [81] [1600/2904] eta: 0:16:29 lr: 0.002382 loss: 0.1975 (0.2038) loss_rec_all: 0.2233 (0.2295) loss_rec_sfr: 0.2981 (0.3062) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [17:09:10.841256] Epoch: [81] [1620/2904] eta: 0:16:14 lr: 0.002382 loss: 0.1909 (0.2037) loss_rec_all: 0.2169 (0.2295) loss_rec_sfr: 0.2715 (0.3061) loss_cl: -0.2783 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [17:09:25.739241] Epoch: [81] [1640/2904] eta: 0:15:58 lr: 0.002382 loss: 0.1949 (0.2038) loss_rec_all: 0.2206 (0.2295) loss_rec_sfr: 0.2979 (0.3062) loss_cl: -0.2785 (-0.2787) time: 0.7449 data: 0.0002 max mem: 29860 [17:09:40.650416] Epoch: [81] [1660/2904] eta: 0:15:43 lr: 0.002382 loss: 0.1923 (0.2038) loss_rec_all: 0.2183 (0.2295) loss_rec_sfr: 0.2859 (0.3062) loss_cl: -0.2792 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [17:09:55.563010] Epoch: [81] [1680/2904] eta: 0:15:28 lr: 0.002382 loss: 0.1921 (0.2038) loss_rec_all: 0.2180 (0.2295) loss_rec_sfr: 0.2951 (0.3062) loss_cl: -0.2790 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [17:10:10.473283] Epoch: [81] [1700/2904] eta: 0:15:12 lr: 0.002382 loss: 0.1918 (0.2037) loss_rec_all: 0.2180 (0.2294) loss_rec_sfr: 0.2732 (0.3059) loss_cl: -0.2786 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [17:10:25.381978] Epoch: [81] [1720/2904] eta: 0:14:57 lr: 0.002382 loss: 0.1943 (0.2037) loss_rec_all: 0.2200 (0.2294) loss_rec_sfr: 0.2912 (0.3059) loss_cl: -0.2786 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [17:10:40.293615] Epoch: [81] [1740/2904] eta: 0:14:42 lr: 0.002382 loss: 0.1952 (0.2037) loss_rec_all: 0.2208 (0.2295) loss_rec_sfr: 0.3072 (0.3062) loss_cl: -0.2791 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [17:10:55.203038] Epoch: [81] [1760/2904] eta: 0:14:26 lr: 0.002382 loss: 0.2035 (0.2038) loss_rec_all: 0.2294 (0.2296) loss_rec_sfr: 0.2906 (0.3064) loss_cl: -0.2789 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [17:11:10.113805] Epoch: [81] [1780/2904] eta: 0:14:11 lr: 0.002382 loss: 0.1919 (0.2037) loss_rec_all: 0.2184 (0.2294) loss_rec_sfr: 0.2721 (0.3059) loss_cl: -0.2792 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [17:11:25.025194] Epoch: [81] [1800/2904] eta: 0:13:56 lr: 0.002382 loss: 0.1974 (0.2037) loss_rec_all: 0.2235 (0.2295) loss_rec_sfr: 0.2748 (0.3059) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [17:11:39.942418] Epoch: [81] [1820/2904] eta: 0:13:40 lr: 0.002382 loss: 0.1977 (0.2038) loss_rec_all: 0.2234 (0.2295) loss_rec_sfr: 0.3057 (0.3063) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [17:11:54.856379] Epoch: [81] [1840/2904] eta: 0:13:25 lr: 0.002382 loss: 0.1965 (0.2038) loss_rec_all: 0.2221 (0.2295) loss_rec_sfr: 0.2946 (0.3063) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [17:12:09.775658] Epoch: [81] [1860/2904] eta: 0:13:10 lr: 0.002382 loss: 0.1915 (0.2037) loss_rec_all: 0.2178 (0.2295) loss_rec_sfr: 0.2788 (0.3061) loss_cl: -0.2783 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [17:12:24.691370] Epoch: [81] [1880/2904] eta: 0:12:55 lr: 0.002382 loss: 0.1898 (0.2036) loss_rec_all: 0.2160 (0.2293) loss_rec_sfr: 0.2515 (0.3057) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [17:12:39.611342] Epoch: [81] [1900/2904] eta: 0:12:39 lr: 0.002382 loss: 0.1925 (0.2035) loss_rec_all: 0.2185 (0.2293) loss_rec_sfr: 0.2696 (0.3054) loss_cl: -0.2785 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [17:12:54.529124] Epoch: [81] [1920/2904] eta: 0:12:24 lr: 0.002382 loss: 0.1961 (0.2036) loss_rec_all: 0.2219 (0.2293) loss_rec_sfr: 0.2864 (0.3056) loss_cl: -0.2786 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [17:13:09.443293] Epoch: [81] [1940/2904] eta: 0:12:09 lr: 0.002382 loss: 0.1917 (0.2036) loss_rec_all: 0.2174 (0.2293) loss_rec_sfr: 0.2880 (0.3055) loss_cl: -0.2786 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [17:13:24.362260] Epoch: [81] [1960/2904] eta: 0:11:54 lr: 0.002382 loss: 0.1958 (0.2036) loss_rec_all: 0.2216 (0.2293) loss_rec_sfr: 0.3004 (0.3057) loss_cl: -0.2791 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [17:13:39.282421] Epoch: [81] [1980/2904] eta: 0:11:38 lr: 0.002382 loss: 0.1952 (0.2036) loss_rec_all: 0.2210 (0.2293) loss_rec_sfr: 0.2929 (0.3058) loss_cl: -0.2795 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [17:13:54.195306] Epoch: [81] [2000/2904] eta: 0:11:23 lr: 0.002382 loss: 0.1900 (0.2035) loss_rec_all: 0.2163 (0.2292) loss_rec_sfr: 0.2616 (0.3055) loss_cl: -0.2800 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [17:14:09.108550] Epoch: [81] [2020/2904] eta: 0:11:08 lr: 0.002382 loss: 0.1963 (0.2035) loss_rec_all: 0.2222 (0.2293) loss_rec_sfr: 0.2792 (0.3055) loss_cl: -0.2779 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [17:14:24.015588] Epoch: [81] [2040/2904] eta: 0:10:53 lr: 0.002382 loss: 0.1941 (0.2035) loss_rec_all: 0.2198 (0.2292) loss_rec_sfr: 0.2907 (0.3054) loss_cl: -0.2779 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [17:14:38.925258] Epoch: [81] [2060/2904] eta: 0:10:37 lr: 0.002382 loss: 0.1935 (0.2035) loss_rec_all: 0.2194 (0.2293) loss_rec_sfr: 0.3025 (0.3057) loss_cl: -0.2784 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [17:14:53.840025] Epoch: [81] [2080/2904] eta: 0:10:22 lr: 0.002382 loss: 0.1917 (0.2036) loss_rec_all: 0.2178 (0.2293) loss_rec_sfr: 0.2824 (0.3058) loss_cl: -0.2796 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [17:15:08.753191] Epoch: [81] [2100/2904] eta: 0:10:07 lr: 0.002382 loss: 0.1894 (0.2035) loss_rec_all: 0.2153 (0.2292) loss_rec_sfr: 0.2564 (0.3054) loss_cl: -0.2797 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [17:15:23.667524] Epoch: [81] [2120/2904] eta: 0:09:52 lr: 0.002382 loss: 0.1905 (0.2034) loss_rec_all: 0.2164 (0.2292) loss_rec_sfr: 0.2865 (0.3054) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [17:15:38.586815] Epoch: [81] [2140/2904] eta: 0:09:37 lr: 0.002382 loss: 0.1910 (0.2034) loss_rec_all: 0.2167 (0.2292) loss_rec_sfr: 0.3037 (0.3054) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [17:15:53.505063] Epoch: [81] [2160/2904] eta: 0:09:22 lr: 0.002382 loss: 0.1939 (0.2034) loss_rec_all: 0.2201 (0.2292) loss_rec_sfr: 0.2857 (0.3054) loss_cl: -0.2784 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [17:16:08.417370] Epoch: [81] [2180/2904] eta: 0:09:06 lr: 0.002382 loss: 0.1977 (0.2035) loss_rec_all: 0.2239 (0.2292) loss_rec_sfr: 0.2824 (0.3055) loss_cl: -0.2777 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [17:16:23.334974] Epoch: [81] [2200/2904] eta: 0:08:51 lr: 0.002382 loss: 0.1931 (0.2034) loss_rec_all: 0.2192 (0.2291) loss_rec_sfr: 0.2980 (0.3053) loss_cl: -0.2783 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [17:16:38.249603] Epoch: [81] [2220/2904] eta: 0:08:36 lr: 0.002382 loss: 0.1954 (0.2035) loss_rec_all: 0.2213 (0.2292) loss_rec_sfr: 0.2909 (0.3055) loss_cl: -0.2800 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [17:16:53.163591] Epoch: [81] [2240/2904] eta: 0:08:21 lr: 0.002382 loss: 0.1936 (0.2035) loss_rec_all: 0.2198 (0.2292) loss_rec_sfr: 0.2991 (0.3055) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [17:17:08.079359] Epoch: [81] [2260/2904] eta: 0:08:06 lr: 0.002382 loss: 0.1974 (0.2036) loss_rec_all: 0.2235 (0.2293) loss_rec_sfr: 0.3000 (0.3058) loss_cl: -0.2776 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [17:17:22.999935] Epoch: [81] [2280/2904] eta: 0:07:51 lr: 0.002382 loss: 0.1969 (0.2036) loss_rec_all: 0.2225 (0.2294) loss_rec_sfr: 0.2983 (0.3060) loss_cl: -0.2785 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [17:17:37.907351] Epoch: [81] [2300/2904] eta: 0:07:35 lr: 0.002382 loss: 0.1978 (0.2037) loss_rec_all: 0.2239 (0.2294) loss_rec_sfr: 0.2829 (0.3061) loss_cl: -0.2792 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [17:17:52.818894] Epoch: [81] [2320/2904] eta: 0:07:20 lr: 0.002382 loss: 0.1912 (0.2035) loss_rec_all: 0.2170 (0.2293) loss_rec_sfr: 0.2895 (0.3058) loss_cl: -0.2794 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [17:18:07.733663] Epoch: [81] [2340/2904] eta: 0:07:05 lr: 0.002382 loss: 0.1955 (0.2036) loss_rec_all: 0.2217 (0.2293) loss_rec_sfr: 0.2625 (0.3059) loss_cl: -0.2786 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [17:18:22.648174] Epoch: [81] [2360/2904] eta: 0:06:50 lr: 0.002382 loss: 0.1954 (0.2036) loss_rec_all: 0.2209 (0.2294) loss_rec_sfr: 0.2872 (0.3060) loss_cl: -0.2774 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [17:18:37.561094] Epoch: [81] [2380/2904] eta: 0:06:35 lr: 0.002382 loss: 0.1919 (0.2036) loss_rec_all: 0.2184 (0.2293) loss_rec_sfr: 0.2748 (0.3059) loss_cl: -0.2793 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [17:18:52.474605] Epoch: [81] [2400/2904] eta: 0:06:20 lr: 0.002382 loss: 0.1997 (0.2036) loss_rec_all: 0.2257 (0.2294) loss_rec_sfr: 0.2822 (0.3058) loss_cl: -0.2799 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [17:19:07.381214] Epoch: [81] [2420/2904] eta: 0:06:05 lr: 0.002382 loss: 0.1960 (0.2037) loss_rec_all: 0.2218 (0.2294) loss_rec_sfr: 0.2873 (0.3059) loss_cl: -0.2792 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [17:19:22.295234] Epoch: [81] [2440/2904] eta: 0:05:50 lr: 0.002382 loss: 0.1977 (0.2037) loss_rec_all: 0.2236 (0.2294) loss_rec_sfr: 0.2753 (0.3060) loss_cl: -0.2782 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [17:19:37.208865] Epoch: [81] [2460/2904] eta: 0:05:34 lr: 0.002382 loss: 0.1928 (0.2037) loss_rec_all: 0.2189 (0.2294) loss_rec_sfr: 0.2942 (0.3059) loss_cl: -0.2777 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [17:19:52.127277] Epoch: [81] [2480/2904] eta: 0:05:19 lr: 0.002382 loss: 0.1920 (0.2037) loss_rec_all: 0.2179 (0.2294) loss_rec_sfr: 0.2986 (0.3060) loss_cl: -0.2786 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [17:20:07.049860] Epoch: [81] [2500/2904] eta: 0:05:04 lr: 0.002382 loss: 0.1955 (0.2037) loss_rec_all: 0.2213 (0.2295) loss_rec_sfr: 0.3066 (0.3063) loss_cl: -0.2795 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [17:20:21.971508] Epoch: [81] [2520/2904] eta: 0:04:49 lr: 0.002382 loss: 0.1942 (0.2038) loss_rec_all: 0.2199 (0.2295) loss_rec_sfr: 0.3036 (0.3064) loss_cl: -0.2793 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [17:20:36.894014] Epoch: [81] [2540/2904] eta: 0:04:34 lr: 0.002382 loss: 0.1950 (0.2038) loss_rec_all: 0.2210 (0.2295) loss_rec_sfr: 0.2969 (0.3066) loss_cl: -0.2789 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [17:20:51.811332] Epoch: [81] [2560/2904] eta: 0:04:19 lr: 0.002382 loss: 0.1949 (0.2038) loss_rec_all: 0.2213 (0.2295) loss_rec_sfr: 0.2758 (0.3065) loss_cl: -0.2781 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [17:21:06.728448] Epoch: [81] [2580/2904] eta: 0:04:04 lr: 0.002382 loss: 0.1996 (0.2038) loss_rec_all: 0.2256 (0.2296) loss_rec_sfr: 0.3012 (0.3067) loss_cl: -0.2790 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [17:21:21.643024] Epoch: [81] [2600/2904] eta: 0:03:49 lr: 0.002382 loss: 0.1966 (0.2039) loss_rec_all: 0.2223 (0.2296) loss_rec_sfr: 0.2896 (0.3068) loss_cl: -0.2787 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [17:21:36.561130] Epoch: [81] [2620/2904] eta: 0:03:34 lr: 0.002382 loss: 0.1927 (0.2038) loss_rec_all: 0.2183 (0.2295) loss_rec_sfr: 0.2778 (0.3066) loss_cl: -0.2779 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [17:21:51.472867] Epoch: [81] [2640/2904] eta: 0:03:18 lr: 0.002382 loss: 0.1947 (0.2038) loss_rec_all: 0.2205 (0.2296) loss_rec_sfr: 0.2832 (0.3066) loss_cl: -0.2789 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [17:22:06.383064] Epoch: [81] [2660/2904] eta: 0:03:03 lr: 0.002382 loss: 0.1933 (0.2038) loss_rec_all: 0.2194 (0.2296) loss_rec_sfr: 0.2725 (0.3066) loss_cl: -0.2789 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [17:22:21.292874] Epoch: [81] [2680/2904] eta: 0:02:48 lr: 0.002382 loss: 0.1946 (0.2038) loss_rec_all: 0.2203 (0.2296) loss_rec_sfr: 0.3060 (0.3068) loss_cl: -0.2792 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [17:22:36.202060] Epoch: [81] [2700/2904] eta: 0:02:33 lr: 0.002382 loss: 0.1946 (0.2039) loss_rec_all: 0.2208 (0.2296) loss_rec_sfr: 0.3025 (0.3070) loss_cl: -0.2790 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [17:22:51.108971] Epoch: [81] [2720/2904] eta: 0:02:18 lr: 0.002382 loss: 0.1891 (0.2039) loss_rec_all: 0.2154 (0.2296) loss_rec_sfr: 0.2888 (0.3070) loss_cl: -0.2790 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [17:23:06.023337] Epoch: [81] [2740/2904] eta: 0:02:03 lr: 0.002382 loss: 0.1951 (0.2039) loss_rec_all: 0.2210 (0.2297) loss_rec_sfr: 0.2923 (0.3071) loss_cl: -0.2784 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [17:23:20.933945] Epoch: [81] [2760/2904] eta: 0:01:48 lr: 0.002382 loss: 0.2022 (0.2040) loss_rec_all: 0.2281 (0.2297) loss_rec_sfr: 0.2844 (0.3073) loss_cl: -0.2787 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [17:23:35.850132] Epoch: [81] [2780/2904] eta: 0:01:33 lr: 0.002382 loss: 0.1940 (0.2040) loss_rec_all: 0.2205 (0.2298) loss_rec_sfr: 0.2783 (0.3073) loss_cl: -0.2796 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [17:23:50.766594] Epoch: [81] [2800/2904] eta: 0:01:18 lr: 0.002382 loss: 0.1951 (0.2040) loss_rec_all: 0.2206 (0.2298) loss_rec_sfr: 0.2765 (0.3073) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [17:24:05.684337] Epoch: [81] [2820/2904] eta: 0:01:03 lr: 0.002382 loss: 0.1937 (0.2040) loss_rec_all: 0.2198 (0.2298) loss_rec_sfr: 0.2764 (0.3072) loss_cl: -0.2794 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [17:24:20.632286] Epoch: [81] [2840/2904] eta: 0:00:48 lr: 0.002382 loss: 0.1961 (0.2041) loss_rec_all: 0.2218 (0.2298) loss_rec_sfr: 0.2901 (0.3073) loss_cl: -0.2790 (-0.2788) time: 0.7474 data: 0.0024 max mem: 29860 [17:24:35.531633] Epoch: [81] [2860/2904] eta: 0:00:33 lr: 0.002382 loss: 0.1951 (0.2040) loss_rec_all: 0.2208 (0.2298) loss_rec_sfr: 0.2798 (0.3071) loss_cl: -0.2781 (-0.2788) time: 0.7449 data: 0.0001 max mem: 29860 [17:24:50.440548] Epoch: [81] [2880/2904] eta: 0:00:18 lr: 0.002382 loss: 0.1900 (0.2040) loss_rec_all: 0.2157 (0.2298) loss_rec_sfr: 0.2765 (0.3070) loss_cl: -0.2783 (-0.2787) time: 0.7454 data: 0.0001 max mem: 29860 [17:25:05.343815] Epoch: [81] [2900/2904] eta: 0:00:03 lr: 0.002382 loss: 0.1945 (0.2040) loss_rec_all: 0.2202 (0.2298) loss_rec_sfr: 0.2882 (0.3071) loss_cl: -0.2780 (-0.2787) time: 0.7451 data: 0.0001 max mem: 29860 [17:25:07.586751] Epoch: [81] [2903/2904] eta: 0:00:00 lr: 0.002382 loss: 0.1966 (0.2041) loss_rec_all: 0.2222 (0.2298) loss_rec_sfr: 0.3063 (0.3072) loss_cl: -0.2783 (-0.2787) time: 0.7452 data: 0.0001 max mem: 29860 [17:25:09.685555] Epoch: [81] Total time: 0:36:28 (0.7537 s / it) [17:25:09.687222] Averaged stats: lr: 0.002382 loss: 0.1966 (0.2063) loss_rec_all: 0.2222 (0.2297) loss_rec_sfr: 0.3063 (0.3063) loss_cl: -0.2783 (-0.2555) [17:25:09.691960] log_dir: ./checkpoint/VF2_ViT-B [17:25:27.536441] Epoch: [82] [ 0/2904] eta: 14:23:37 lr: 0.002382 loss: 0.1947 (0.1947) loss_rec_all: 0.2203 (0.2203) loss_rec_sfr: 0.3205 (0.3205) loss_cl: -0.2778 (-0.2778) time: 17.8434 data: 9.9722 max mem: 29860 [17:25:44.764105] Epoch: [82] [ 20/2904] eta: 1:20:16 lr: 0.002382 loss: 0.1904 (0.1930) loss_rec_all: 0.2162 (0.2190) loss_rec_sfr: 0.2746 (0.2753) loss_cl: -0.2794 (-0.2792) time: 0.8613 data: 0.0703 max mem: 29860 [17:25:59.647944] Epoch: [82] [ 40/2904] eta: 0:58:09 lr: 0.002382 loss: 0.1955 (0.1986) loss_rec_all: 0.2215 (0.2245) loss_rec_sfr: 0.2620 (0.2817) loss_cl: -0.2798 (-0.2793) time: 0.7442 data: 0.0002 max mem: 29860 [17:26:14.551427] Epoch: [82] [ 60/2904] eta: 0:50:23 lr: 0.002382 loss: 0.1946 (0.2013) loss_rec_all: 0.2204 (0.2272) loss_rec_sfr: 0.2906 (0.2917) loss_cl: -0.2790 (-0.2791) time: 0.7451 data: 0.0002 max mem: 29860 [17:26:29.449565] Epoch: [82] [ 80/2904] eta: 0:46:20 lr: 0.002382 loss: 0.1907 (0.1998) loss_rec_all: 0.2165 (0.2257) loss_rec_sfr: 0.2988 (0.2936) loss_cl: -0.2793 (-0.2791) time: 0.7449 data: 0.0002 max mem: 29860 [17:26:44.358320] Epoch: [82] [ 100/2904] eta: 0:43:48 lr: 0.002382 loss: 0.1888 (0.2005) loss_rec_all: 0.2150 (0.2263) loss_rec_sfr: 0.2730 (0.2950) loss_cl: -0.2791 (-0.2791) time: 0.7454 data: 0.0002 max mem: 29860 [17:26:59.283313] Epoch: [82] [ 120/2904] eta: 0:42:01 lr: 0.002382 loss: 0.1957 (0.2019) loss_rec_all: 0.2214 (0.2276) loss_rec_sfr: 0.2906 (0.2988) loss_cl: -0.2779 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [17:27:14.225839] Epoch: [82] [ 140/2904] eta: 0:40:41 lr: 0.002382 loss: 0.2149 (0.2053) loss_rec_all: 0.2408 (0.2310) loss_rec_sfr: 0.3123 (0.3101) loss_cl: -0.2781 (-0.2787) time: 0.7471 data: 0.0002 max mem: 29860 [17:27:29.145232] Epoch: [82] [ 160/2904] eta: 0:39:36 lr: 0.002382 loss: 0.1966 (0.2055) loss_rec_all: 0.2225 (0.2313) loss_rec_sfr: 0.2805 (0.3105) loss_cl: -0.2795 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [17:27:44.081603] Epoch: [82] [ 180/2904] eta: 0:38:43 lr: 0.002382 loss: 0.1920 (0.2055) loss_rec_all: 0.2181 (0.2312) loss_rec_sfr: 0.2679 (0.3103) loss_cl: -0.2790 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [17:27:59.012775] Epoch: [82] [ 200/2904] eta: 0:37:57 lr: 0.002382 loss: 0.1964 (0.2059) loss_rec_all: 0.2222 (0.2316) loss_rec_sfr: 0.2849 (0.3118) loss_cl: -0.2784 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [17:28:13.950616] Epoch: [82] [ 220/2904] eta: 0:37:17 lr: 0.002382 loss: 0.1947 (0.2057) loss_rec_all: 0.2207 (0.2314) loss_rec_sfr: 0.2796 (0.3112) loss_cl: -0.2792 (-0.2788) time: 0.7469 data: 0.0002 max mem: 29860 [17:28:28.888420] Epoch: [82] [ 240/2904] eta: 0:36:41 lr: 0.002382 loss: 0.1945 (0.2064) loss_rec_all: 0.2203 (0.2321) loss_rec_sfr: 0.2911 (0.3138) loss_cl: -0.2788 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [17:28:43.814223] Epoch: [82] [ 260/2904] eta: 0:36:08 lr: 0.002382 loss: 0.1924 (0.2060) loss_rec_all: 0.2182 (0.2317) loss_rec_sfr: 0.2920 (0.3127) loss_cl: -0.2789 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [17:28:58.744711] Epoch: [82] [ 280/2904] eta: 0:35:38 lr: 0.002382 loss: 0.1883 (0.2053) loss_rec_all: 0.2144 (0.2310) loss_rec_sfr: 0.2490 (0.3102) loss_cl: -0.2784 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [17:29:13.677725] Epoch: [82] [ 300/2904] eta: 0:35:10 lr: 0.002382 loss: 0.1950 (0.2047) loss_rec_all: 0.2206 (0.2304) loss_rec_sfr: 0.2804 (0.3083) loss_cl: -0.2791 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [17:29:28.602690] Epoch: [82] [ 320/2904] eta: 0:34:44 lr: 0.002382 loss: 0.1934 (0.2051) loss_rec_all: 0.2192 (0.2308) loss_rec_sfr: 0.2955 (0.3094) loss_cl: -0.2785 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [17:29:43.534189] Epoch: [82] [ 340/2904] eta: 0:34:18 lr: 0.002382 loss: 0.1966 (0.2056) loss_rec_all: 0.2226 (0.2313) loss_rec_sfr: 0.3083 (0.3115) loss_cl: -0.2791 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [17:29:58.490625] Epoch: [82] [ 360/2904] eta: 0:33:55 lr: 0.002382 loss: 0.1969 (0.2060) loss_rec_all: 0.2226 (0.2317) loss_rec_sfr: 0.2950 (0.3127) loss_cl: -0.2779 (-0.2787) time: 0.7478 data: 0.0002 max mem: 29860 [17:30:13.427299] Epoch: [82] [ 380/2904] eta: 0:33:32 lr: 0.002382 loss: 0.1923 (0.2057) loss_rec_all: 0.2181 (0.2313) loss_rec_sfr: 0.2815 (0.3117) loss_cl: -0.2785 (-0.2787) time: 0.7468 data: 0.0002 max mem: 29860 [17:30:28.359281] Epoch: [82] [ 400/2904] eta: 0:33:09 lr: 0.002382 loss: 0.1973 (0.2060) loss_rec_all: 0.2234 (0.2317) loss_rec_sfr: 0.2955 (0.3125) loss_cl: -0.2784 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [17:30:43.289237] Epoch: [82] [ 420/2904] eta: 0:32:48 lr: 0.002382 loss: 0.1939 (0.2057) loss_rec_all: 0.2198 (0.2314) loss_rec_sfr: 0.2840 (0.3118) loss_cl: -0.2790 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [17:30:58.221235] Epoch: [82] [ 440/2904] eta: 0:32:27 lr: 0.002382 loss: 0.1943 (0.2058) loss_rec_all: 0.2203 (0.2315) loss_rec_sfr: 0.2819 (0.3120) loss_cl: -0.2793 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [17:31:13.158601] Epoch: [82] [ 460/2904] eta: 0:32:06 lr: 0.002382 loss: 0.1940 (0.2060) loss_rec_all: 0.2203 (0.2317) loss_rec_sfr: 0.2778 (0.3118) loss_cl: -0.2784 (-0.2787) time: 0.7468 data: 0.0002 max mem: 29860 [17:31:28.089433] Epoch: [82] [ 480/2904] eta: 0:31:46 lr: 0.002382 loss: 0.1947 (0.2060) loss_rec_all: 0.2203 (0.2316) loss_rec_sfr: 0.2812 (0.3117) loss_cl: -0.2785 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [17:31:43.021025] Epoch: [82] [ 500/2904] eta: 0:31:27 lr: 0.002382 loss: 0.1915 (0.2056) loss_rec_all: 0.2178 (0.2313) loss_rec_sfr: 0.2805 (0.3107) loss_cl: -0.2790 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [17:31:57.949211] Epoch: [82] [ 520/2904] eta: 0:31:08 lr: 0.002382 loss: 0.1907 (0.2054) loss_rec_all: 0.2167 (0.2311) loss_rec_sfr: 0.2544 (0.3100) loss_cl: -0.2790 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [17:32:12.876476] Epoch: [82] [ 540/2904] eta: 0:30:49 lr: 0.002382 loss: 0.1886 (0.2053) loss_rec_all: 0.2141 (0.2310) loss_rec_sfr: 0.2909 (0.3101) loss_cl: -0.2787 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [17:32:27.806623] Epoch: [82] [ 560/2904] eta: 0:30:30 lr: 0.002382 loss: 0.1911 (0.2048) loss_rec_all: 0.2175 (0.2305) loss_rec_sfr: 0.2558 (0.3081) loss_cl: -0.2784 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [17:32:42.732481] Epoch: [82] [ 580/2904] eta: 0:30:12 lr: 0.002382 loss: 0.1924 (0.2048) loss_rec_all: 0.2184 (0.2305) loss_rec_sfr: 0.2947 (0.3084) loss_cl: -0.2780 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [17:32:57.665176] Epoch: [82] [ 600/2904] eta: 0:29:53 lr: 0.002382 loss: 0.1914 (0.2044) loss_rec_all: 0.2172 (0.2301) loss_rec_sfr: 0.2825 (0.3075) loss_cl: -0.2788 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [17:33:12.598071] Epoch: [82] [ 620/2904] eta: 0:29:36 lr: 0.002382 loss: 0.1908 (0.2043) loss_rec_all: 0.2163 (0.2300) loss_rec_sfr: 0.2869 (0.3075) loss_cl: -0.2797 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [17:33:27.527416] Epoch: [82] [ 640/2904] eta: 0:29:18 lr: 0.002382 loss: 0.1940 (0.2043) loss_rec_all: 0.2196 (0.2300) loss_rec_sfr: 0.2786 (0.3073) loss_cl: -0.2785 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [17:33:42.456009] Epoch: [82] [ 660/2904] eta: 0:29:00 lr: 0.002382 loss: 0.1934 (0.2044) loss_rec_all: 0.2190 (0.2301) loss_rec_sfr: 0.2995 (0.3078) loss_cl: -0.2782 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [17:33:57.380078] Epoch: [82] [ 680/2904] eta: 0:28:43 lr: 0.002382 loss: 0.1976 (0.2044) loss_rec_all: 0.2232 (0.2301) loss_rec_sfr: 0.2921 (0.3075) loss_cl: -0.2779 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [17:34:12.308630] Epoch: [82] [ 700/2904] eta: 0:28:25 lr: 0.002382 loss: 0.1952 (0.2044) loss_rec_all: 0.2208 (0.2301) loss_rec_sfr: 0.2836 (0.3075) loss_cl: -0.2783 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [17:34:27.238235] Epoch: [82] [ 720/2904] eta: 0:28:08 lr: 0.002382 loss: 0.1943 (0.2043) loss_rec_all: 0.2200 (0.2300) loss_rec_sfr: 0.2936 (0.3073) loss_cl: -0.2777 (-0.2786) time: 0.7464 data: 0.0002 max mem: 29860 [17:34:42.166246] Epoch: [82] [ 740/2904] eta: 0:27:51 lr: 0.002382 loss: 0.1943 (0.2042) loss_rec_all: 0.2199 (0.2299) loss_rec_sfr: 0.2924 (0.3073) loss_cl: -0.2791 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [17:34:57.095266] Epoch: [82] [ 760/2904] eta: 0:27:34 lr: 0.002382 loss: 0.1925 (0.2043) loss_rec_all: 0.2189 (0.2300) loss_rec_sfr: 0.2772 (0.3074) loss_cl: -0.2799 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [17:35:12.025706] Epoch: [82] [ 780/2904] eta: 0:27:18 lr: 0.002382 loss: 0.1897 (0.2041) loss_rec_all: 0.2161 (0.2299) loss_rec_sfr: 0.2740 (0.3068) loss_cl: -0.2792 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [17:35:26.955037] Epoch: [82] [ 800/2904] eta: 0:27:01 lr: 0.002382 loss: 0.1913 (0.2040) loss_rec_all: 0.2174 (0.2297) loss_rec_sfr: 0.2775 (0.3064) loss_cl: -0.2783 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [17:35:41.882495] Epoch: [82] [ 820/2904] eta: 0:26:44 lr: 0.002382 loss: 0.1906 (0.2038) loss_rec_all: 0.2170 (0.2295) loss_rec_sfr: 0.2600 (0.3056) loss_cl: -0.2791 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [17:35:56.809255] Epoch: [82] [ 840/2904] eta: 0:26:28 lr: 0.002382 loss: 0.1944 (0.2039) loss_rec_all: 0.2206 (0.2296) loss_rec_sfr: 0.3045 (0.3063) loss_cl: -0.2801 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [17:36:11.731977] Epoch: [82] [ 860/2904] eta: 0:26:11 lr: 0.002382 loss: 0.1966 (0.2039) loss_rec_all: 0.2226 (0.2297) loss_rec_sfr: 0.2795 (0.3062) loss_cl: -0.2789 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [17:36:26.656356] Epoch: [82] [ 880/2904] eta: 0:25:55 lr: 0.002382 loss: 0.1992 (0.2041) loss_rec_all: 0.2247 (0.2299) loss_rec_sfr: 0.2869 (0.3068) loss_cl: -0.2775 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [17:36:41.583144] Epoch: [82] [ 900/2904] eta: 0:25:38 lr: 0.002382 loss: 0.1960 (0.2041) loss_rec_all: 0.2219 (0.2299) loss_rec_sfr: 0.2982 (0.3068) loss_cl: -0.2792 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [17:36:56.505094] Epoch: [82] [ 920/2904] eta: 0:25:22 lr: 0.002382 loss: 0.1950 (0.2040) loss_rec_all: 0.2208 (0.2297) loss_rec_sfr: 0.2730 (0.3062) loss_cl: -0.2800 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [17:37:11.429374] Epoch: [82] [ 940/2904] eta: 0:25:06 lr: 0.002382 loss: 0.1936 (0.2039) loss_rec_all: 0.2194 (0.2297) loss_rec_sfr: 0.2821 (0.3061) loss_cl: -0.2788 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [17:37:26.355181] Epoch: [82] [ 960/2904] eta: 0:24:50 lr: 0.002382 loss: 0.1919 (0.2040) loss_rec_all: 0.2181 (0.2297) loss_rec_sfr: 0.2976 (0.3063) loss_cl: -0.2791 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [17:37:41.282683] Epoch: [82] [ 980/2904] eta: 0:24:33 lr: 0.002382 loss: 0.1944 (0.2039) loss_rec_all: 0.2207 (0.2296) loss_rec_sfr: 0.2738 (0.3059) loss_cl: -0.2792 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [17:37:56.210291] Epoch: [82] [1000/2904] eta: 0:24:17 lr: 0.002382 loss: 0.1910 (0.2037) loss_rec_all: 0.2168 (0.2294) loss_rec_sfr: 0.2582 (0.3053) loss_cl: -0.2790 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [17:38:11.136851] Epoch: [82] [1020/2904] eta: 0:24:01 lr: 0.002382 loss: 0.1940 (0.2037) loss_rec_all: 0.2198 (0.2295) loss_rec_sfr: 0.2966 (0.3057) loss_cl: -0.2783 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [17:38:26.056306] Epoch: [82] [1040/2904] eta: 0:23:45 lr: 0.002382 loss: 0.1941 (0.2037) loss_rec_all: 0.2201 (0.2294) loss_rec_sfr: 0.2762 (0.3052) loss_cl: -0.2785 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [17:38:40.977564] Epoch: [82] [1060/2904] eta: 0:23:29 lr: 0.002382 loss: 0.1924 (0.2035) loss_rec_all: 0.2187 (0.2293) loss_rec_sfr: 0.2916 (0.3050) loss_cl: -0.2791 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [17:38:55.903948] Epoch: [82] [1080/2904] eta: 0:23:14 lr: 0.002382 loss: 0.1924 (0.2036) loss_rec_all: 0.2186 (0.2294) loss_rec_sfr: 0.2715 (0.3051) loss_cl: -0.2790 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [17:39:10.828623] Epoch: [82] [1100/2904] eta: 0:22:58 lr: 0.002382 loss: 0.1937 (0.2038) loss_rec_all: 0.2195 (0.2295) loss_rec_sfr: 0.2999 (0.3056) loss_cl: -0.2792 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [17:39:25.755829] Epoch: [82] [1120/2904] eta: 0:22:42 lr: 0.002382 loss: 0.1934 (0.2039) loss_rec_all: 0.2196 (0.2297) loss_rec_sfr: 0.3053 (0.3062) loss_cl: -0.2789 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [17:39:40.685318] Epoch: [82] [1140/2904] eta: 0:22:26 lr: 0.002382 loss: 0.1927 (0.2040) loss_rec_all: 0.2186 (0.2297) loss_rec_sfr: 0.2817 (0.3064) loss_cl: -0.2786 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [17:39:55.606451] Epoch: [82] [1160/2904] eta: 0:22:10 lr: 0.002382 loss: 0.1965 (0.2039) loss_rec_all: 0.2223 (0.2296) loss_rec_sfr: 0.2807 (0.3061) loss_cl: -0.2786 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [17:40:10.534280] Epoch: [82] [1180/2904] eta: 0:21:54 lr: 0.002382 loss: 0.1973 (0.2040) loss_rec_all: 0.2234 (0.2297) loss_rec_sfr: 0.2840 (0.3064) loss_cl: -0.2783 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [17:40:25.459858] Epoch: [82] [1200/2904] eta: 0:21:39 lr: 0.002382 loss: 0.1930 (0.2040) loss_rec_all: 0.2191 (0.2297) loss_rec_sfr: 0.2775 (0.3064) loss_cl: -0.2792 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [17:40:40.379575] Epoch: [82] [1220/2904] eta: 0:21:23 lr: 0.002382 loss: 0.1941 (0.2041) loss_rec_all: 0.2202 (0.2298) loss_rec_sfr: 0.2806 (0.3066) loss_cl: -0.2790 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [17:40:55.302390] Epoch: [82] [1240/2904] eta: 0:21:07 lr: 0.002382 loss: 0.1930 (0.2040) loss_rec_all: 0.2190 (0.2298) loss_rec_sfr: 0.2687 (0.3062) loss_cl: -0.2794 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [17:41:10.227473] Epoch: [82] [1260/2904] eta: 0:20:52 lr: 0.002382 loss: 0.1913 (0.2040) loss_rec_all: 0.2171 (0.2297) loss_rec_sfr: 0.2905 (0.3061) loss_cl: -0.2800 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [17:41:25.152802] Epoch: [82] [1280/2904] eta: 0:20:36 lr: 0.002382 loss: 0.1945 (0.2041) loss_rec_all: 0.2206 (0.2298) loss_rec_sfr: 0.2937 (0.3065) loss_cl: -0.2790 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [17:41:40.080653] Epoch: [82] [1300/2904] eta: 0:20:20 lr: 0.002382 loss: 0.1972 (0.2042) loss_rec_all: 0.2230 (0.2299) loss_rec_sfr: 0.2820 (0.3065) loss_cl: -0.2774 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [17:41:55.006236] Epoch: [82] [1320/2904] eta: 0:20:05 lr: 0.002382 loss: 0.1948 (0.2042) loss_rec_all: 0.2204 (0.2299) loss_rec_sfr: 0.2708 (0.3063) loss_cl: -0.2784 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [17:42:09.936882] Epoch: [82] [1340/2904] eta: 0:19:49 lr: 0.002382 loss: 0.1939 (0.2042) loss_rec_all: 0.2201 (0.2299) loss_rec_sfr: 0.2615 (0.3063) loss_cl: -0.2791 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [17:42:24.861448] Epoch: [82] [1360/2904] eta: 0:19:34 lr: 0.002382 loss: 0.1944 (0.2042) loss_rec_all: 0.2201 (0.2300) loss_rec_sfr: 0.2815 (0.3065) loss_cl: -0.2791 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [17:42:39.778920] Epoch: [82] [1380/2904] eta: 0:19:18 lr: 0.002382 loss: 0.1934 (0.2043) loss_rec_all: 0.2191 (0.2300) loss_rec_sfr: 0.3003 (0.3068) loss_cl: -0.2788 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [17:42:54.698296] Epoch: [82] [1400/2904] eta: 0:19:03 lr: 0.002382 loss: 0.1953 (0.2042) loss_rec_all: 0.2213 (0.2300) loss_rec_sfr: 0.2937 (0.3067) loss_cl: -0.2786 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [17:43:09.614196] Epoch: [82] [1420/2904] eta: 0:18:47 lr: 0.002382 loss: 0.1966 (0.2044) loss_rec_all: 0.2223 (0.2301) loss_rec_sfr: 0.2958 (0.3071) loss_cl: -0.2783 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [17:43:24.535375] Epoch: [82] [1440/2904] eta: 0:18:32 lr: 0.002382 loss: 0.1956 (0.2043) loss_rec_all: 0.2212 (0.2300) loss_rec_sfr: 0.2754 (0.3067) loss_cl: -0.2783 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [17:43:39.462625] Epoch: [82] [1460/2904] eta: 0:18:16 lr: 0.002382 loss: 0.1881 (0.2042) loss_rec_all: 0.2137 (0.2299) loss_rec_sfr: 0.2618 (0.3066) loss_cl: -0.2784 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [17:43:54.389606] Epoch: [82] [1480/2904] eta: 0:18:01 lr: 0.002382 loss: 0.1920 (0.2042) loss_rec_all: 0.2177 (0.2299) loss_rec_sfr: 0.2757 (0.3065) loss_cl: -0.2793 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [17:44:09.313205] Epoch: [82] [1500/2904] eta: 0:17:45 lr: 0.002382 loss: 0.1913 (0.2041) loss_rec_all: 0.2174 (0.2299) loss_rec_sfr: 0.2937 (0.3065) loss_cl: -0.2797 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [17:44:24.234514] Epoch: [82] [1520/2904] eta: 0:17:30 lr: 0.002382 loss: 0.2021 (0.2043) loss_rec_all: 0.2279 (0.2300) loss_rec_sfr: 0.2814 (0.3069) loss_cl: -0.2782 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [17:44:39.153239] Epoch: [82] [1540/2904] eta: 0:17:15 lr: 0.002382 loss: 0.1910 (0.2043) loss_rec_all: 0.2169 (0.2300) loss_rec_sfr: 0.2887 (0.3070) loss_cl: -0.2787 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [17:44:54.074539] Epoch: [82] [1560/2904] eta: 0:16:59 lr: 0.002381 loss: 0.1926 (0.2042) loss_rec_all: 0.2183 (0.2299) loss_rec_sfr: 0.2968 (0.3069) loss_cl: -0.2786 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [17:45:08.996208] Epoch: [82] [1580/2904] eta: 0:16:44 lr: 0.002381 loss: 0.1952 (0.2041) loss_rec_all: 0.2210 (0.2299) loss_rec_sfr: 0.2769 (0.3065) loss_cl: -0.2787 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [17:45:23.915992] Epoch: [82] [1600/2904] eta: 0:16:28 lr: 0.002381 loss: 0.1953 (0.2041) loss_rec_all: 0.2212 (0.2298) loss_rec_sfr: 0.2779 (0.3064) loss_cl: -0.2790 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [17:45:38.842816] Epoch: [82] [1620/2904] eta: 0:16:13 lr: 0.002381 loss: 0.1936 (0.2042) loss_rec_all: 0.2198 (0.2299) loss_rec_sfr: 0.3033 (0.3067) loss_cl: -0.2788 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [17:45:53.768488] Epoch: [82] [1640/2904] eta: 0:15:58 lr: 0.002381 loss: 0.1905 (0.2041) loss_rec_all: 0.2164 (0.2298) loss_rec_sfr: 0.2757 (0.3065) loss_cl: -0.2789 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [17:46:08.688629] Epoch: [82] [1660/2904] eta: 0:15:42 lr: 0.002381 loss: 0.1928 (0.2041) loss_rec_all: 0.2187 (0.2298) loss_rec_sfr: 0.2910 (0.3063) loss_cl: -0.2781 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [17:46:23.613834] Epoch: [82] [1680/2904] eta: 0:15:27 lr: 0.002381 loss: 0.1989 (0.2041) loss_rec_all: 0.2247 (0.2298) loss_rec_sfr: 0.2862 (0.3063) loss_cl: -0.2786 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [17:46:38.532164] Epoch: [82] [1700/2904] eta: 0:15:12 lr: 0.002381 loss: 0.1941 (0.2041) loss_rec_all: 0.2201 (0.2298) loss_rec_sfr: 0.2895 (0.3064) loss_cl: -0.2800 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [17:46:53.452861] Epoch: [82] [1720/2904] eta: 0:14:56 lr: 0.002381 loss: 0.1934 (0.2040) loss_rec_all: 0.2193 (0.2297) loss_rec_sfr: 0.2920 (0.3063) loss_cl: -0.2805 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [17:47:08.369659] Epoch: [82] [1740/2904] eta: 0:14:41 lr: 0.002381 loss: 0.1971 (0.2040) loss_rec_all: 0.2226 (0.2297) loss_rec_sfr: 0.2799 (0.3063) loss_cl: -0.2789 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [17:47:23.291634] Epoch: [82] [1760/2904] eta: 0:14:26 lr: 0.002381 loss: 0.1921 (0.2039) loss_rec_all: 0.2183 (0.2296) loss_rec_sfr: 0.2719 (0.3059) loss_cl: -0.2782 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [17:47:38.219922] Epoch: [82] [1780/2904] eta: 0:14:11 lr: 0.002381 loss: 0.1936 (0.2038) loss_rec_all: 0.2197 (0.2296) loss_rec_sfr: 0.2767 (0.3057) loss_cl: -0.2785 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [17:47:53.147160] Epoch: [82] [1800/2904] eta: 0:13:55 lr: 0.002381 loss: 0.1946 (0.2038) loss_rec_all: 0.2206 (0.2296) loss_rec_sfr: 0.2649 (0.3056) loss_cl: -0.2785 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [17:48:08.075009] Epoch: [82] [1820/2904] eta: 0:13:40 lr: 0.002381 loss: 0.2007 (0.2038) loss_rec_all: 0.2269 (0.2296) loss_rec_sfr: 0.2838 (0.3056) loss_cl: -0.2790 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [17:48:23.000102] Epoch: [82] [1840/2904] eta: 0:13:25 lr: 0.002381 loss: 0.2010 (0.2039) loss_rec_all: 0.2271 (0.2297) loss_rec_sfr: 0.2815 (0.3059) loss_cl: -0.2795 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [17:48:37.924860] Epoch: [82] [1860/2904] eta: 0:13:09 lr: 0.002381 loss: 0.1949 (0.2040) loss_rec_all: 0.2206 (0.2297) loss_rec_sfr: 0.3010 (0.3061) loss_cl: -0.2788 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [17:48:52.850798] Epoch: [82] [1880/2904] eta: 0:12:54 lr: 0.002381 loss: 0.1951 (0.2041) loss_rec_all: 0.2210 (0.2298) loss_rec_sfr: 0.2743 (0.3063) loss_cl: -0.2783 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [17:49:07.775274] Epoch: [82] [1900/2904] eta: 0:12:39 lr: 0.002381 loss: 0.1929 (0.2040) loss_rec_all: 0.2188 (0.2298) loss_rec_sfr: 0.2977 (0.3064) loss_cl: -0.2783 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [17:49:22.703109] Epoch: [82] [1920/2904] eta: 0:12:24 lr: 0.002381 loss: 0.1953 (0.2041) loss_rec_all: 0.2213 (0.2298) loss_rec_sfr: 0.2875 (0.3065) loss_cl: -0.2790 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [17:49:37.628870] Epoch: [82] [1940/2904] eta: 0:12:09 lr: 0.002381 loss: 0.1969 (0.2041) loss_rec_all: 0.2228 (0.2299) loss_rec_sfr: 0.3042 (0.3067) loss_cl: -0.2802 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [17:49:52.550527] Epoch: [82] [1960/2904] eta: 0:11:53 lr: 0.002381 loss: 0.1921 (0.2041) loss_rec_all: 0.2184 (0.2299) loss_rec_sfr: 0.2717 (0.3066) loss_cl: -0.2794 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [17:50:07.472645] Epoch: [82] [1980/2904] eta: 0:11:38 lr: 0.002381 loss: 0.1940 (0.2041) loss_rec_all: 0.2201 (0.2298) loss_rec_sfr: 0.2944 (0.3065) loss_cl: -0.2782 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [17:50:22.389121] Epoch: [82] [2000/2904] eta: 0:11:23 lr: 0.002381 loss: 0.1911 (0.2040) loss_rec_all: 0.2171 (0.2298) loss_rec_sfr: 0.2575 (0.3063) loss_cl: -0.2794 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [17:50:37.305426] Epoch: [82] [2020/2904] eta: 0:11:08 lr: 0.002381 loss: 0.1993 (0.2042) loss_rec_all: 0.2254 (0.2299) loss_rec_sfr: 0.3063 (0.3068) loss_cl: -0.2796 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [17:50:52.217978] Epoch: [82] [2040/2904] eta: 0:10:52 lr: 0.002381 loss: 0.1962 (0.2042) loss_rec_all: 0.2224 (0.2299) loss_rec_sfr: 0.2680 (0.3067) loss_cl: -0.2782 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [17:51:07.132069] Epoch: [82] [2060/2904] eta: 0:10:37 lr: 0.002381 loss: 0.1949 (0.2042) loss_rec_all: 0.2210 (0.2299) loss_rec_sfr: 0.2609 (0.3067) loss_cl: -0.2780 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [17:51:22.060551] Epoch: [82] [2080/2904] eta: 0:10:22 lr: 0.002381 loss: 0.1911 (0.2042) loss_rec_all: 0.2168 (0.2299) loss_rec_sfr: 0.2812 (0.3066) loss_cl: -0.2787 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [17:51:36.983293] Epoch: [82] [2100/2904] eta: 0:10:07 lr: 0.002381 loss: 0.1935 (0.2042) loss_rec_all: 0.2192 (0.2299) loss_rec_sfr: 0.2987 (0.3066) loss_cl: -0.2791 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [17:51:51.906179] Epoch: [82] [2120/2904] eta: 0:09:52 lr: 0.002381 loss: 0.2016 (0.2043) loss_rec_all: 0.2275 (0.2300) loss_rec_sfr: 0.2819 (0.3068) loss_cl: -0.2789 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [17:52:06.823435] Epoch: [82] [2140/2904] eta: 0:09:37 lr: 0.002381 loss: 0.1930 (0.2042) loss_rec_all: 0.2195 (0.2299) loss_rec_sfr: 0.2648 (0.3066) loss_cl: -0.2789 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [17:52:21.742269] Epoch: [82] [2160/2904] eta: 0:09:21 lr: 0.002381 loss: 0.1926 (0.2041) loss_rec_all: 0.2182 (0.2298) loss_rec_sfr: 0.2995 (0.3064) loss_cl: -0.2790 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [17:52:36.664993] Epoch: [82] [2180/2904] eta: 0:09:06 lr: 0.002381 loss: 0.1951 (0.2041) loss_rec_all: 0.2213 (0.2298) loss_rec_sfr: 0.2815 (0.3063) loss_cl: -0.2790 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [17:52:51.589009] Epoch: [82] [2200/2904] eta: 0:08:51 lr: 0.002381 loss: 0.1925 (0.2040) loss_rec_all: 0.2187 (0.2297) loss_rec_sfr: 0.2923 (0.3063) loss_cl: -0.2792 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [17:53:06.509939] Epoch: [82] [2220/2904] eta: 0:08:36 lr: 0.002381 loss: 0.1895 (0.2040) loss_rec_all: 0.2155 (0.2297) loss_rec_sfr: 0.2531 (0.3062) loss_cl: -0.2786 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [17:53:21.432005] Epoch: [82] [2240/2904] eta: 0:08:21 lr: 0.002381 loss: 0.1941 (0.2039) loss_rec_all: 0.2199 (0.2297) loss_rec_sfr: 0.2544 (0.3060) loss_cl: -0.2786 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [17:53:36.350634] Epoch: [82] [2260/2904] eta: 0:08:06 lr: 0.002381 loss: 0.1924 (0.2039) loss_rec_all: 0.2184 (0.2297) loss_rec_sfr: 0.2813 (0.3059) loss_cl: -0.2790 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [17:53:51.269304] Epoch: [82] [2280/2904] eta: 0:07:50 lr: 0.002381 loss: 0.1943 (0.2039) loss_rec_all: 0.2206 (0.2297) loss_rec_sfr: 0.2628 (0.3059) loss_cl: -0.2791 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [17:54:06.186433] Epoch: [82] [2300/2904] eta: 0:07:35 lr: 0.002381 loss: 0.1940 (0.2039) loss_rec_all: 0.2204 (0.2297) loss_rec_sfr: 0.2778 (0.3058) loss_cl: -0.2803 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [17:54:21.104177] Epoch: [82] [2320/2904] eta: 0:07:20 lr: 0.002381 loss: 0.1924 (0.2039) loss_rec_all: 0.2184 (0.2296) loss_rec_sfr: 0.2648 (0.3057) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [17:54:36.022631] Epoch: [82] [2340/2904] eta: 0:07:05 lr: 0.002381 loss: 0.1953 (0.2040) loss_rec_all: 0.2209 (0.2297) loss_rec_sfr: 0.3049 (0.3059) loss_cl: -0.2780 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [17:54:50.941912] Epoch: [82] [2360/2904] eta: 0:06:50 lr: 0.002381 loss: 0.1946 (0.2040) loss_rec_all: 0.2206 (0.2297) loss_rec_sfr: 0.2935 (0.3060) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [17:55:05.862669] Epoch: [82] [2380/2904] eta: 0:06:35 lr: 0.002381 loss: 0.1960 (0.2040) loss_rec_all: 0.2221 (0.2298) loss_rec_sfr: 0.2648 (0.3061) loss_cl: -0.2793 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [17:55:20.782556] Epoch: [82] [2400/2904] eta: 0:06:20 lr: 0.002381 loss: 0.1949 (0.2040) loss_rec_all: 0.2206 (0.2297) loss_rec_sfr: 0.2901 (0.3060) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [17:55:35.712459] Epoch: [82] [2420/2904] eta: 0:06:05 lr: 0.002381 loss: 0.1970 (0.2040) loss_rec_all: 0.2232 (0.2298) loss_rec_sfr: 0.2941 (0.3061) loss_cl: -0.2786 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [17:55:50.634963] Epoch: [82] [2440/2904] eta: 0:05:49 lr: 0.002381 loss: 0.2006 (0.2041) loss_rec_all: 0.2263 (0.2299) loss_rec_sfr: 0.3064 (0.3064) loss_cl: -0.2791 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [17:56:05.561118] Epoch: [82] [2460/2904] eta: 0:05:34 lr: 0.002381 loss: 0.1950 (0.2042) loss_rec_all: 0.2209 (0.2299) loss_rec_sfr: 0.2991 (0.3066) loss_cl: -0.2786 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [17:56:20.482234] Epoch: [82] [2480/2904] eta: 0:05:19 lr: 0.002381 loss: 0.1928 (0.2041) loss_rec_all: 0.2184 (0.2299) loss_rec_sfr: 0.2963 (0.3065) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [17:56:35.401024] Epoch: [82] [2500/2904] eta: 0:05:04 lr: 0.002381 loss: 0.1945 (0.2042) loss_rec_all: 0.2203 (0.2299) loss_rec_sfr: 0.2895 (0.3066) loss_cl: -0.2782 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [17:56:50.318009] Epoch: [82] [2520/2904] eta: 0:04:49 lr: 0.002381 loss: 0.1986 (0.2042) loss_rec_all: 0.2243 (0.2300) loss_rec_sfr: 0.3112 (0.3069) loss_cl: -0.2779 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [17:57:05.242594] Epoch: [82] [2540/2904] eta: 0:04:34 lr: 0.002381 loss: 0.1942 (0.2043) loss_rec_all: 0.2200 (0.2300) loss_rec_sfr: 0.2939 (0.3070) loss_cl: -0.2790 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [17:57:20.170074] Epoch: [82] [2560/2904] eta: 0:04:19 lr: 0.002381 loss: 0.1944 (0.2042) loss_rec_all: 0.2202 (0.2299) loss_rec_sfr: 0.2940 (0.3068) loss_cl: -0.2790 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [17:57:35.099164] Epoch: [82] [2580/2904] eta: 0:04:04 lr: 0.002381 loss: 0.1965 (0.2042) loss_rec_all: 0.2227 (0.2299) loss_rec_sfr: 0.2809 (0.3068) loss_cl: -0.2794 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [17:57:50.021806] Epoch: [82] [2600/2904] eta: 0:03:49 lr: 0.002381 loss: 0.1944 (0.2042) loss_rec_all: 0.2202 (0.2299) loss_rec_sfr: 0.2760 (0.3069) loss_cl: -0.2791 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [17:58:04.937093] Epoch: [82] [2620/2904] eta: 0:03:34 lr: 0.002381 loss: 0.1969 (0.2042) loss_rec_all: 0.2229 (0.2299) loss_rec_sfr: 0.2974 (0.3069) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [17:58:19.853436] Epoch: [82] [2640/2904] eta: 0:03:18 lr: 0.002381 loss: 0.1917 (0.2042) loss_rec_all: 0.2179 (0.2299) loss_rec_sfr: 0.2611 (0.3067) loss_cl: -0.2794 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [17:58:34.769734] Epoch: [82] [2660/2904] eta: 0:03:03 lr: 0.002381 loss: 0.1954 (0.2042) loss_rec_all: 0.2211 (0.2299) loss_rec_sfr: 0.2732 (0.3068) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [17:58:49.685497] Epoch: [82] [2680/2904] eta: 0:02:48 lr: 0.002381 loss: 0.1915 (0.2042) loss_rec_all: 0.2171 (0.2299) loss_rec_sfr: 0.2843 (0.3067) loss_cl: -0.2784 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [17:59:04.605605] Epoch: [82] [2700/2904] eta: 0:02:33 lr: 0.002381 loss: 0.1956 (0.2042) loss_rec_all: 0.2212 (0.2299) loss_rec_sfr: 0.2808 (0.3066) loss_cl: -0.2784 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [17:59:19.528359] Epoch: [82] [2720/2904] eta: 0:02:18 lr: 0.002381 loss: 0.1977 (0.2042) loss_rec_all: 0.2236 (0.2299) loss_rec_sfr: 0.2898 (0.3069) loss_cl: -0.2785 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [17:59:34.447010] Epoch: [82] [2740/2904] eta: 0:02:03 lr: 0.002381 loss: 0.1916 (0.2042) loss_rec_all: 0.2179 (0.2299) loss_rec_sfr: 0.2831 (0.3067) loss_cl: -0.2794 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [17:59:49.362880] Epoch: [82] [2760/2904] eta: 0:01:48 lr: 0.002381 loss: 0.1898 (0.2042) loss_rec_all: 0.2158 (0.2299) loss_rec_sfr: 0.2740 (0.3067) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [18:00:04.281491] Epoch: [82] [2780/2904] eta: 0:01:33 lr: 0.002381 loss: 0.1917 (0.2042) loss_rec_all: 0.2176 (0.2299) loss_rec_sfr: 0.2710 (0.3066) loss_cl: -0.2783 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [18:00:19.202841] Epoch: [82] [2800/2904] eta: 0:01:18 lr: 0.002381 loss: 0.1929 (0.2042) loss_rec_all: 0.2184 (0.2299) loss_rec_sfr: 0.3054 (0.3067) loss_cl: -0.2776 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [18:00:34.124489] Epoch: [82] [2820/2904] eta: 0:01:03 lr: 0.002381 loss: 0.1921 (0.2042) loss_rec_all: 0.2182 (0.2299) loss_rec_sfr: 0.2756 (0.3067) loss_cl: -0.2791 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [18:00:49.069808] Epoch: [82] [2840/2904] eta: 0:00:48 lr: 0.002381 loss: 0.1933 (0.2042) loss_rec_all: 0.2193 (0.2299) loss_rec_sfr: 0.2731 (0.3066) loss_cl: -0.2791 (-0.2788) time: 0.7472 data: 0.0024 max mem: 29860 [18:01:03.966586] Epoch: [82] [2860/2904] eta: 0:00:33 lr: 0.002381 loss: 0.1962 (0.2042) loss_rec_all: 0.2218 (0.2299) loss_rec_sfr: 0.2938 (0.3067) loss_cl: -0.2788 (-0.2788) time: 0.7448 data: 0.0001 max mem: 29860 [18:01:18.869023] Epoch: [82] [2880/2904] eta: 0:00:18 lr: 0.002381 loss: 0.1973 (0.2042) loss_rec_all: 0.2231 (0.2299) loss_rec_sfr: 0.2675 (0.3067) loss_cl: -0.2790 (-0.2788) time: 0.7451 data: 0.0001 max mem: 29860 [18:01:33.775017] Epoch: [82] [2900/2904] eta: 0:00:03 lr: 0.002381 loss: 0.1954 (0.2042) loss_rec_all: 0.2216 (0.2299) loss_rec_sfr: 0.2811 (0.3066) loss_cl: -0.2790 (-0.2788) time: 0.7453 data: 0.0001 max mem: 29860 [18:01:36.017795] Epoch: [82] [2903/2904] eta: 0:00:00 lr: 0.002381 loss: 0.1951 (0.2042) loss_rec_all: 0.2206 (0.2299) loss_rec_sfr: 0.2809 (0.3065) loss_cl: -0.2789 (-0.2788) time: 0.7453 data: 0.0001 max mem: 29860 [18:01:38.175010] Epoch: [82] Total time: 0:36:28 (0.7536 s / it) [18:01:38.175987] Averaged stats: lr: 0.002381 loss: 0.1951 (0.2066) loss_rec_all: 0.2206 (0.2300) loss_rec_sfr: 0.2809 (0.3069) loss_cl: -0.2789 (-0.2555) [18:01:38.180648] log_dir: ./checkpoint/VF2_ViT-B [18:01:55.582558] Epoch: [83] [ 0/2904] eta: 14:02:13 lr: 0.002381 loss: 0.1898 (0.1898) loss_rec_all: 0.2164 (0.2164) loss_rec_sfr: 0.2142 (0.2142) loss_cl: -0.2805 (-0.2805) time: 17.4013 data: 16.3835 max mem: 29860 [18:02:11.739043] Epoch: [83] [ 20/2904] eta: 1:16:48 lr: 0.002381 loss: 0.1934 (0.2078) loss_rec_all: 0.2196 (0.2335) loss_rec_sfr: 0.2935 (0.3194) loss_cl: -0.2795 (-0.2795) time: 0.8078 data: 0.0002 max mem: 29860 [18:02:26.636303] Epoch: [83] [ 40/2904] eta: 0:56:24 lr: 0.002381 loss: 0.1917 (0.2056) loss_rec_all: 0.2179 (0.2313) loss_rec_sfr: 0.2909 (0.3171) loss_cl: -0.2788 (-0.2791) time: 0.7448 data: 0.0002 max mem: 29860 [18:02:41.521467] Epoch: [83] [ 60/2904] eta: 0:49:12 lr: 0.002381 loss: 0.1974 (0.2063) loss_rec_all: 0.2231 (0.2319) loss_rec_sfr: 0.2899 (0.3179) loss_cl: -0.2789 (-0.2790) time: 0.7442 data: 0.0002 max mem: 29860 [18:02:56.431809] Epoch: [83] [ 80/2904] eta: 0:45:28 lr: 0.002381 loss: 0.1926 (0.2064) loss_rec_all: 0.2185 (0.2321) loss_rec_sfr: 0.2794 (0.3164) loss_cl: -0.2789 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [18:03:11.357969] Epoch: [83] [ 100/2904] eta: 0:43:06 lr: 0.002381 loss: 0.1961 (0.2064) loss_rec_all: 0.2224 (0.2321) loss_rec_sfr: 0.2950 (0.3162) loss_cl: -0.2794 (-0.2790) time: 0.7463 data: 0.0002 max mem: 29860 [18:03:26.271052] Epoch: [83] [ 120/2904] eta: 0:41:26 lr: 0.002381 loss: 0.1957 (0.2067) loss_rec_all: 0.2211 (0.2323) loss_rec_sfr: 0.3132 (0.3192) loss_cl: -0.2770 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [18:03:41.204674] Epoch: [83] [ 140/2904] eta: 0:40:11 lr: 0.002381 loss: 0.1924 (0.2047) loss_rec_all: 0.2183 (0.2304) loss_rec_sfr: 0.2654 (0.3133) loss_cl: -0.2788 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [18:03:56.122486] Epoch: [83] [ 160/2904] eta: 0:39:10 lr: 0.002381 loss: 0.1881 (0.2040) loss_rec_all: 0.2145 (0.2297) loss_rec_sfr: 0.2871 (0.3116) loss_cl: -0.2806 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [18:04:11.180209] Epoch: [83] [ 180/2904] eta: 0:38:22 lr: 0.002381 loss: 0.1939 (0.2042) loss_rec_all: 0.2199 (0.2299) loss_rec_sfr: 0.2902 (0.3118) loss_cl: -0.2792 (-0.2789) time: 0.7528 data: 0.0002 max mem: 29860 [18:04:26.096618] Epoch: [83] [ 200/2904] eta: 0:37:38 lr: 0.002381 loss: 0.1940 (0.2039) loss_rec_all: 0.2204 (0.2296) loss_rec_sfr: 0.2807 (0.3105) loss_cl: -0.2791 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [18:04:41.008034] Epoch: [83] [ 220/2904] eta: 0:37:00 lr: 0.002381 loss: 0.1893 (0.2030) loss_rec_all: 0.2156 (0.2288) loss_rec_sfr: 0.2776 (0.3081) loss_cl: -0.2788 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [18:04:55.928260] Epoch: [83] [ 240/2904] eta: 0:36:25 lr: 0.002381 loss: 0.1930 (0.2031) loss_rec_all: 0.2196 (0.2288) loss_rec_sfr: 0.2772 (0.3078) loss_cl: -0.2794 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [18:05:10.856791] Epoch: [83] [ 260/2904] eta: 0:35:54 lr: 0.002381 loss: 0.1886 (0.2026) loss_rec_all: 0.2150 (0.2284) loss_rec_sfr: 0.2833 (0.3062) loss_cl: -0.2792 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [18:05:25.779868] Epoch: [83] [ 280/2904] eta: 0:35:25 lr: 0.002381 loss: 0.1944 (0.2026) loss_rec_all: 0.2202 (0.2283) loss_rec_sfr: 0.2849 (0.3058) loss_cl: -0.2794 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [18:05:40.703575] Epoch: [83] [ 300/2904] eta: 0:34:57 lr: 0.002381 loss: 0.1925 (0.2025) loss_rec_all: 0.2185 (0.2282) loss_rec_sfr: 0.2868 (0.3053) loss_cl: -0.2792 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [18:05:55.618560] Epoch: [83] [ 320/2904] eta: 0:34:32 lr: 0.002381 loss: 0.2006 (0.2028) loss_rec_all: 0.2268 (0.2286) loss_rec_sfr: 0.2762 (0.3047) loss_cl: -0.2778 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [18:06:10.537986] Epoch: [83] [ 340/2904] eta: 0:34:07 lr: 0.002381 loss: 0.1986 (0.2027) loss_rec_all: 0.2247 (0.2285) loss_rec_sfr: 0.2783 (0.3033) loss_cl: -0.2780 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [18:06:25.476405] Epoch: [83] [ 360/2904] eta: 0:33:44 lr: 0.002381 loss: 0.1939 (0.2028) loss_rec_all: 0.2197 (0.2286) loss_rec_sfr: 0.2862 (0.3032) loss_cl: -0.2803 (-0.2789) time: 0.7469 data: 0.0002 max mem: 29860 [18:06:40.391066] Epoch: [83] [ 380/2904] eta: 0:33:21 lr: 0.002381 loss: 0.1921 (0.2028) loss_rec_all: 0.2183 (0.2285) loss_rec_sfr: 0.2973 (0.3037) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [18:06:55.308398] Epoch: [83] [ 400/2904] eta: 0:33:00 lr: 0.002381 loss: 0.1977 (0.2029) loss_rec_all: 0.2232 (0.2286) loss_rec_sfr: 0.2830 (0.3036) loss_cl: -0.2781 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [18:07:10.231007] Epoch: [83] [ 420/2904] eta: 0:32:39 lr: 0.002381 loss: 0.1942 (0.2029) loss_rec_all: 0.2201 (0.2287) loss_rec_sfr: 0.2838 (0.3037) loss_cl: -0.2791 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [18:07:25.145952] Epoch: [83] [ 440/2904] eta: 0:32:18 lr: 0.002381 loss: 0.1905 (0.2026) loss_rec_all: 0.2164 (0.2284) loss_rec_sfr: 0.2875 (0.3032) loss_cl: -0.2796 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [18:07:40.059589] Epoch: [83] [ 460/2904] eta: 0:31:58 lr: 0.002381 loss: 0.1961 (0.2031) loss_rec_all: 0.2217 (0.2288) loss_rec_sfr: 0.3077 (0.3047) loss_cl: -0.2794 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [18:07:54.970955] Epoch: [83] [ 480/2904] eta: 0:31:38 lr: 0.002381 loss: 0.1925 (0.2029) loss_rec_all: 0.2186 (0.2287) loss_rec_sfr: 0.2859 (0.3045) loss_cl: -0.2789 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [18:08:09.886643] Epoch: [83] [ 500/2904] eta: 0:31:19 lr: 0.002381 loss: 0.1936 (0.2031) loss_rec_all: 0.2191 (0.2288) loss_rec_sfr: 0.2957 (0.3050) loss_cl: -0.2779 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [18:08:24.797540] Epoch: [83] [ 520/2904] eta: 0:31:00 lr: 0.002381 loss: 0.1941 (0.2030) loss_rec_all: 0.2198 (0.2287) loss_rec_sfr: 0.2754 (0.3045) loss_cl: -0.2784 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [18:08:39.710894] Epoch: [83] [ 540/2904] eta: 0:30:41 lr: 0.002381 loss: 0.1935 (0.2029) loss_rec_all: 0.2194 (0.2286) loss_rec_sfr: 0.2991 (0.3045) loss_cl: -0.2794 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [18:08:54.627513] Epoch: [83] [ 560/2904] eta: 0:30:23 lr: 0.002381 loss: 0.1932 (0.2027) loss_rec_all: 0.2193 (0.2284) loss_rec_sfr: 0.2897 (0.3042) loss_cl: -0.2797 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [18:09:09.543655] Epoch: [83] [ 580/2904] eta: 0:30:05 lr: 0.002381 loss: 0.1979 (0.2028) loss_rec_all: 0.2237 (0.2285) loss_rec_sfr: 0.2969 (0.3047) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [18:09:24.462914] Epoch: [83] [ 600/2904] eta: 0:29:47 lr: 0.002381 loss: 0.1927 (0.2027) loss_rec_all: 0.2183 (0.2285) loss_rec_sfr: 0.2811 (0.3046) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [18:09:39.381262] Epoch: [83] [ 620/2904] eta: 0:29:29 lr: 0.002381 loss: 0.1909 (0.2027) loss_rec_all: 0.2168 (0.2284) loss_rec_sfr: 0.2881 (0.3045) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [18:09:54.299657] Epoch: [83] [ 640/2904] eta: 0:29:12 lr: 0.002381 loss: 0.1928 (0.2026) loss_rec_all: 0.2188 (0.2283) loss_rec_sfr: 0.2798 (0.3043) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [18:10:09.216149] Epoch: [83] [ 660/2904] eta: 0:28:54 lr: 0.002381 loss: 0.1942 (0.2028) loss_rec_all: 0.2201 (0.2285) loss_rec_sfr: 0.2939 (0.3050) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [18:10:24.124632] Epoch: [83] [ 680/2904] eta: 0:28:37 lr: 0.002381 loss: 0.1910 (0.2029) loss_rec_all: 0.2169 (0.2286) loss_rec_sfr: 0.2761 (0.3053) loss_cl: -0.2794 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [18:10:39.034310] Epoch: [83] [ 700/2904] eta: 0:28:20 lr: 0.002381 loss: 0.1896 (0.2027) loss_rec_all: 0.2156 (0.2284) loss_rec_sfr: 0.2561 (0.3046) loss_cl: -0.2796 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [18:10:53.946440] Epoch: [83] [ 720/2904] eta: 0:28:03 lr: 0.002381 loss: 0.1948 (0.2028) loss_rec_all: 0.2209 (0.2286) loss_rec_sfr: 0.2915 (0.3050) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [18:11:08.858622] Epoch: [83] [ 740/2904] eta: 0:27:46 lr: 0.002381 loss: 0.1905 (0.2027) loss_rec_all: 0.2161 (0.2284) loss_rec_sfr: 0.2727 (0.3045) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [18:11:23.773135] Epoch: [83] [ 760/2904] eta: 0:27:29 lr: 0.002381 loss: 0.1945 (0.2026) loss_rec_all: 0.2204 (0.2283) loss_rec_sfr: 0.2854 (0.3043) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [18:11:38.688729] Epoch: [83] [ 780/2904] eta: 0:27:13 lr: 0.002381 loss: 0.1970 (0.2026) loss_rec_all: 0.2230 (0.2284) loss_rec_sfr: 0.2773 (0.3040) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [18:11:53.601652] Epoch: [83] [ 800/2904] eta: 0:26:56 lr: 0.002381 loss: 0.1929 (0.2026) loss_rec_all: 0.2186 (0.2283) loss_rec_sfr: 0.2838 (0.3037) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [18:12:08.519606] Epoch: [83] [ 820/2904] eta: 0:26:39 lr: 0.002381 loss: 0.1961 (0.2024) loss_rec_all: 0.2220 (0.2282) loss_rec_sfr: 0.2810 (0.3033) loss_cl: -0.2794 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [18:12:23.437096] Epoch: [83] [ 840/2904] eta: 0:26:23 lr: 0.002381 loss: 0.1956 (0.2026) loss_rec_all: 0.2213 (0.2283) loss_rec_sfr: 0.2865 (0.3036) loss_cl: -0.2795 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [18:12:38.354417] Epoch: [83] [ 860/2904] eta: 0:26:07 lr: 0.002381 loss: 0.1898 (0.2024) loss_rec_all: 0.2161 (0.2281) loss_rec_sfr: 0.2826 (0.3031) loss_cl: -0.2794 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [18:12:53.268977] Epoch: [83] [ 880/2904] eta: 0:25:50 lr: 0.002381 loss: 0.1981 (0.2026) loss_rec_all: 0.2238 (0.2284) loss_rec_sfr: 0.2750 (0.3033) loss_cl: -0.2779 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [18:13:08.191376] Epoch: [83] [ 900/2904] eta: 0:25:34 lr: 0.002381 loss: 0.1936 (0.2026) loss_rec_all: 0.2195 (0.2283) loss_rec_sfr: 0.2989 (0.3034) loss_cl: -0.2788 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [18:13:23.110001] Epoch: [83] [ 920/2904] eta: 0:25:18 lr: 0.002381 loss: 0.1917 (0.2025) loss_rec_all: 0.2173 (0.2283) loss_rec_sfr: 0.2694 (0.3031) loss_cl: -0.2782 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [18:13:38.027602] Epoch: [83] [ 940/2904] eta: 0:25:02 lr: 0.002381 loss: 0.1965 (0.2025) loss_rec_all: 0.2221 (0.2283) loss_rec_sfr: 0.2798 (0.3030) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [18:13:52.944730] Epoch: [83] [ 960/2904] eta: 0:24:46 lr: 0.002381 loss: 0.1921 (0.2026) loss_rec_all: 0.2178 (0.2284) loss_rec_sfr: 0.2975 (0.3035) loss_cl: -0.2795 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [18:14:07.857191] Epoch: [83] [ 980/2904] eta: 0:24:30 lr: 0.002381 loss: 0.2016 (0.2030) loss_rec_all: 0.2276 (0.2287) loss_rec_sfr: 0.2970 (0.3046) loss_cl: -0.2793 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [18:14:22.788124] Epoch: [83] [1000/2904] eta: 0:24:14 lr: 0.002381 loss: 0.1948 (0.2030) loss_rec_all: 0.2207 (0.2287) loss_rec_sfr: 0.2698 (0.3044) loss_cl: -0.2797 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [18:14:37.712783] Epoch: [83] [1020/2904] eta: 0:23:58 lr: 0.002381 loss: 0.2003 (0.2031) loss_rec_all: 0.2261 (0.2289) loss_rec_sfr: 0.2783 (0.3048) loss_cl: -0.2778 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [18:14:52.631288] Epoch: [83] [1040/2904] eta: 0:23:42 lr: 0.002381 loss: 0.1934 (0.2032) loss_rec_all: 0.2188 (0.2289) loss_rec_sfr: 0.2991 (0.3050) loss_cl: -0.2775 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [18:15:07.547237] Epoch: [83] [1060/2904] eta: 0:23:26 lr: 0.002381 loss: 0.1908 (0.2030) loss_rec_all: 0.2167 (0.2288) loss_rec_sfr: 0.2770 (0.3046) loss_cl: -0.2803 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [18:15:22.470584] Epoch: [83] [1080/2904] eta: 0:23:10 lr: 0.002381 loss: 0.1959 (0.2031) loss_rec_all: 0.2217 (0.2288) loss_rec_sfr: 0.2878 (0.3046) loss_cl: -0.2790 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [18:15:37.388605] Epoch: [83] [1100/2904] eta: 0:22:54 lr: 0.002381 loss: 0.1919 (0.2029) loss_rec_all: 0.2180 (0.2287) loss_rec_sfr: 0.3017 (0.3044) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [18:15:52.305449] Epoch: [83] [1120/2904] eta: 0:22:39 lr: 0.002381 loss: 0.1914 (0.2030) loss_rec_all: 0.2171 (0.2288) loss_rec_sfr: 0.2998 (0.3048) loss_cl: -0.2779 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [18:16:07.225727] Epoch: [83] [1140/2904] eta: 0:22:23 lr: 0.002381 loss: 0.1955 (0.2030) loss_rec_all: 0.2215 (0.2288) loss_rec_sfr: 0.2843 (0.3046) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [18:16:22.137453] Epoch: [83] [1160/2904] eta: 0:22:07 lr: 0.002381 loss: 0.1959 (0.2031) loss_rec_all: 0.2217 (0.2289) loss_rec_sfr: 0.2835 (0.3049) loss_cl: -0.2793 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [18:16:37.053105] Epoch: [83] [1180/2904] eta: 0:21:52 lr: 0.002381 loss: 0.1924 (0.2030) loss_rec_all: 0.2182 (0.2288) loss_rec_sfr: 0.2752 (0.3047) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [18:16:51.971577] Epoch: [83] [1200/2904] eta: 0:21:36 lr: 0.002381 loss: 0.1946 (0.2031) loss_rec_all: 0.2204 (0.2288) loss_rec_sfr: 0.2936 (0.3051) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [18:17:06.888089] Epoch: [83] [1220/2904] eta: 0:21:20 lr: 0.002381 loss: 0.1962 (0.2032) loss_rec_all: 0.2219 (0.2289) loss_rec_sfr: 0.2784 (0.3052) loss_cl: -0.2776 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [18:17:21.806080] Epoch: [83] [1240/2904] eta: 0:21:05 lr: 0.002381 loss: 0.1937 (0.2032) loss_rec_all: 0.2197 (0.2289) loss_rec_sfr: 0.2853 (0.3051) loss_cl: -0.2775 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [18:17:36.729447] Epoch: [83] [1260/2904] eta: 0:20:49 lr: 0.002381 loss: 0.1943 (0.2032) loss_rec_all: 0.2200 (0.2289) loss_rec_sfr: 0.2739 (0.3051) loss_cl: -0.2793 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [18:17:51.655805] Epoch: [83] [1280/2904] eta: 0:20:34 lr: 0.002381 loss: 0.1948 (0.2032) loss_rec_all: 0.2210 (0.2289) loss_rec_sfr: 0.2788 (0.3051) loss_cl: -0.2801 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [18:18:06.583421] Epoch: [83] [1300/2904] eta: 0:20:18 lr: 0.002381 loss: 0.1960 (0.2032) loss_rec_all: 0.2220 (0.2289) loss_rec_sfr: 0.2915 (0.3051) loss_cl: -0.2793 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [18:18:21.509479] Epoch: [83] [1320/2904] eta: 0:20:03 lr: 0.002381 loss: 0.1910 (0.2031) loss_rec_all: 0.2167 (0.2288) loss_rec_sfr: 0.2742 (0.3047) loss_cl: -0.2790 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [18:18:36.437313] Epoch: [83] [1340/2904] eta: 0:19:47 lr: 0.002381 loss: 0.1950 (0.2031) loss_rec_all: 0.2214 (0.2288) loss_rec_sfr: 0.2835 (0.3047) loss_cl: -0.2793 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [18:18:51.366861] Epoch: [83] [1360/2904] eta: 0:19:32 lr: 0.002381 loss: 0.1934 (0.2031) loss_rec_all: 0.2195 (0.2289) loss_rec_sfr: 0.2794 (0.3048) loss_cl: -0.2797 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [18:19:06.292181] Epoch: [83] [1380/2904] eta: 0:19:16 lr: 0.002381 loss: 0.1961 (0.2031) loss_rec_all: 0.2219 (0.2289) loss_rec_sfr: 0.2837 (0.3048) loss_cl: -0.2781 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [18:19:21.216200] Epoch: [83] [1400/2904] eta: 0:19:01 lr: 0.002381 loss: 0.1962 (0.2032) loss_rec_all: 0.2217 (0.2289) loss_rec_sfr: 0.2849 (0.3049) loss_cl: -0.2787 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [18:19:36.144107] Epoch: [83] [1420/2904] eta: 0:18:45 lr: 0.002381 loss: 0.1940 (0.2031) loss_rec_all: 0.2198 (0.2289) loss_rec_sfr: 0.2905 (0.3050) loss_cl: -0.2788 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [18:19:51.065626] Epoch: [83] [1440/2904] eta: 0:18:30 lr: 0.002381 loss: 0.1928 (0.2030) loss_rec_all: 0.2188 (0.2288) loss_rec_sfr: 0.3018 (0.3050) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [18:20:05.994771] Epoch: [83] [1460/2904] eta: 0:18:14 lr: 0.002381 loss: 0.1931 (0.2031) loss_rec_all: 0.2193 (0.2288) loss_rec_sfr: 0.2784 (0.3049) loss_cl: -0.2788 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [18:20:20.919818] Epoch: [83] [1480/2904] eta: 0:17:59 lr: 0.002381 loss: 0.1967 (0.2031) loss_rec_all: 0.2225 (0.2289) loss_rec_sfr: 0.2871 (0.3050) loss_cl: -0.2788 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [18:20:35.843682] Epoch: [83] [1500/2904] eta: 0:17:44 lr: 0.002381 loss: 0.1955 (0.2032) loss_rec_all: 0.2211 (0.2289) loss_rec_sfr: 0.2843 (0.3051) loss_cl: -0.2795 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [18:20:50.769721] Epoch: [83] [1520/2904] eta: 0:17:28 lr: 0.002381 loss: 0.1934 (0.2031) loss_rec_all: 0.2191 (0.2289) loss_rec_sfr: 0.2672 (0.3047) loss_cl: -0.2788 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [18:21:05.692890] Epoch: [83] [1540/2904] eta: 0:17:13 lr: 0.002381 loss: 0.1935 (0.2031) loss_rec_all: 0.2192 (0.2288) loss_rec_sfr: 0.2938 (0.3047) loss_cl: -0.2778 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [18:21:20.617042] Epoch: [83] [1560/2904] eta: 0:16:58 lr: 0.002381 loss: 0.1959 (0.2031) loss_rec_all: 0.2217 (0.2289) loss_rec_sfr: 0.2973 (0.3048) loss_cl: -0.2793 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [18:21:35.550964] Epoch: [83] [1580/2904] eta: 0:16:42 lr: 0.002381 loss: 0.1944 (0.2032) loss_rec_all: 0.2203 (0.2290) loss_rec_sfr: 0.2548 (0.3048) loss_cl: -0.2799 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [18:21:50.476798] Epoch: [83] [1600/2904] eta: 0:16:27 lr: 0.002381 loss: 0.1901 (0.2033) loss_rec_all: 0.2161 (0.2290) loss_rec_sfr: 0.3002 (0.3050) loss_cl: -0.2791 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [18:22:05.402120] Epoch: [83] [1620/2904] eta: 0:16:12 lr: 0.002381 loss: 0.1940 (0.2034) loss_rec_all: 0.2198 (0.2291) loss_rec_sfr: 0.2966 (0.3054) loss_cl: -0.2781 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [18:22:20.331660] Epoch: [83] [1640/2904] eta: 0:15:56 lr: 0.002381 loss: 0.1933 (0.2034) loss_rec_all: 0.2195 (0.2292) loss_rec_sfr: 0.2843 (0.3054) loss_cl: -0.2789 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [18:22:35.259872] Epoch: [83] [1660/2904] eta: 0:15:41 lr: 0.002381 loss: 0.1931 (0.2034) loss_rec_all: 0.2190 (0.2291) loss_rec_sfr: 0.2847 (0.3053) loss_cl: -0.2790 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [18:22:50.188184] Epoch: [83] [1680/2904] eta: 0:15:26 lr: 0.002381 loss: 0.1928 (0.2034) loss_rec_all: 0.2191 (0.2292) loss_rec_sfr: 0.2697 (0.3054) loss_cl: -0.2792 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [18:23:05.107888] Epoch: [83] [1700/2904] eta: 0:15:10 lr: 0.002381 loss: 0.1954 (0.2034) loss_rec_all: 0.2210 (0.2291) loss_rec_sfr: 0.2857 (0.3052) loss_cl: -0.2780 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [18:23:20.025611] Epoch: [83] [1720/2904] eta: 0:14:55 lr: 0.002381 loss: 0.1981 (0.2034) loss_rec_all: 0.2241 (0.2291) loss_rec_sfr: 0.2886 (0.3051) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [18:23:34.946925] Epoch: [83] [1740/2904] eta: 0:14:40 lr: 0.002381 loss: 0.1988 (0.2035) loss_rec_all: 0.2250 (0.2293) loss_rec_sfr: 0.2992 (0.3057) loss_cl: -0.2799 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [18:23:49.866857] Epoch: [83] [1760/2904] eta: 0:14:25 lr: 0.002381 loss: 0.1929 (0.2035) loss_rec_all: 0.2186 (0.2293) loss_rec_sfr: 0.2938 (0.3058) loss_cl: -0.2792 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [18:24:04.786985] Epoch: [83] [1780/2904] eta: 0:14:09 lr: 0.002381 loss: 0.2051 (0.2036) loss_rec_all: 0.2310 (0.2293) loss_rec_sfr: 0.2871 (0.3060) loss_cl: -0.2784 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [18:24:19.706411] Epoch: [83] [1800/2904] eta: 0:13:54 lr: 0.002381 loss: 0.1957 (0.2037) loss_rec_all: 0.2215 (0.2294) loss_rec_sfr: 0.2859 (0.3062) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [18:24:34.632265] Epoch: [83] [1820/2904] eta: 0:13:39 lr: 0.002381 loss: 0.1994 (0.2039) loss_rec_all: 0.2249 (0.2296) loss_rec_sfr: 0.3094 (0.3068) loss_cl: -0.2788 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [18:24:49.559189] Epoch: [83] [1840/2904] eta: 0:13:24 lr: 0.002381 loss: 0.1931 (0.2039) loss_rec_all: 0.2193 (0.2296) loss_rec_sfr: 0.3072 (0.3070) loss_cl: -0.2781 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [18:25:04.483484] Epoch: [83] [1860/2904] eta: 0:13:08 lr: 0.002381 loss: 0.1934 (0.2039) loss_rec_all: 0.2192 (0.2296) loss_rec_sfr: 0.2639 (0.3068) loss_cl: -0.2788 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [18:25:19.409719] Epoch: [83] [1880/2904] eta: 0:12:53 lr: 0.002381 loss: 0.1974 (0.2039) loss_rec_all: 0.2235 (0.2297) loss_rec_sfr: 0.2728 (0.3068) loss_cl: -0.2799 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [18:25:34.333018] Epoch: [83] [1900/2904] eta: 0:12:38 lr: 0.002381 loss: 0.1924 (0.2039) loss_rec_all: 0.2184 (0.2296) loss_rec_sfr: 0.2961 (0.3069) loss_cl: -0.2784 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [18:25:49.254073] Epoch: [83] [1920/2904] eta: 0:12:23 lr: 0.002381 loss: 0.1933 (0.2039) loss_rec_all: 0.2192 (0.2296) loss_rec_sfr: 0.2840 (0.3067) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [18:26:04.179134] Epoch: [83] [1940/2904] eta: 0:12:08 lr: 0.002381 loss: 0.1917 (0.2039) loss_rec_all: 0.2173 (0.2296) loss_rec_sfr: 0.2511 (0.3066) loss_cl: -0.2790 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [18:26:19.098316] Epoch: [83] [1960/2904] eta: 0:11:52 lr: 0.002380 loss: 0.1921 (0.2038) loss_rec_all: 0.2178 (0.2296) loss_rec_sfr: 0.2786 (0.3065) loss_cl: -0.2784 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [18:26:34.018652] Epoch: [83] [1980/2904] eta: 0:11:37 lr: 0.002380 loss: 0.1907 (0.2038) loss_rec_all: 0.2171 (0.2295) loss_rec_sfr: 0.2886 (0.3064) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [18:26:48.937492] Epoch: [83] [2000/2904] eta: 0:11:22 lr: 0.002380 loss: 0.1934 (0.2038) loss_rec_all: 0.2192 (0.2296) loss_rec_sfr: 0.2716 (0.3065) loss_cl: -0.2783 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [18:27:03.854351] Epoch: [83] [2020/2904] eta: 0:11:07 lr: 0.002380 loss: 0.1931 (0.2038) loss_rec_all: 0.2190 (0.2295) loss_rec_sfr: 0.2853 (0.3064) loss_cl: -0.2783 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [18:27:18.771823] Epoch: [83] [2040/2904] eta: 0:10:52 lr: 0.002380 loss: 0.1945 (0.2038) loss_rec_all: 0.2200 (0.2295) loss_rec_sfr: 0.2880 (0.3064) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [18:27:33.688669] Epoch: [83] [2060/2904] eta: 0:10:36 lr: 0.002380 loss: 0.1930 (0.2038) loss_rec_all: 0.2188 (0.2295) loss_rec_sfr: 0.2879 (0.3064) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [18:27:48.606738] Epoch: [83] [2080/2904] eta: 0:10:21 lr: 0.002380 loss: 0.1930 (0.2038) loss_rec_all: 0.2187 (0.2295) loss_rec_sfr: 0.3017 (0.3065) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [18:28:03.530119] Epoch: [83] [2100/2904] eta: 0:10:06 lr: 0.002380 loss: 0.1943 (0.2038) loss_rec_all: 0.2207 (0.2295) loss_rec_sfr: 0.2724 (0.3065) loss_cl: -0.2790 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [18:28:18.449171] Epoch: [83] [2120/2904] eta: 0:09:51 lr: 0.002380 loss: 0.1885 (0.2037) loss_rec_all: 0.2140 (0.2294) loss_rec_sfr: 0.2487 (0.3063) loss_cl: -0.2781 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [18:28:33.368690] Epoch: [83] [2140/2904] eta: 0:09:36 lr: 0.002380 loss: 0.1952 (0.2037) loss_rec_all: 0.2209 (0.2295) loss_rec_sfr: 0.2812 (0.3064) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [18:28:48.284469] Epoch: [83] [2160/2904] eta: 0:09:21 lr: 0.002380 loss: 0.1969 (0.2038) loss_rec_all: 0.2225 (0.2295) loss_rec_sfr: 0.2806 (0.3064) loss_cl: -0.2793 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [18:29:03.199195] Epoch: [83] [2180/2904] eta: 0:09:06 lr: 0.002380 loss: 0.1895 (0.2037) loss_rec_all: 0.2154 (0.2294) loss_rec_sfr: 0.2954 (0.3062) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [18:29:18.116060] Epoch: [83] [2200/2904] eta: 0:08:50 lr: 0.002380 loss: 0.1952 (0.2038) loss_rec_all: 0.2211 (0.2295) loss_rec_sfr: 0.3077 (0.3065) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [18:29:33.045917] Epoch: [83] [2220/2904] eta: 0:08:35 lr: 0.002380 loss: 0.1937 (0.2037) loss_rec_all: 0.2200 (0.2295) loss_rec_sfr: 0.2816 (0.3064) loss_cl: -0.2788 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [18:29:47.968947] Epoch: [83] [2240/2904] eta: 0:08:20 lr: 0.002380 loss: 0.1924 (0.2037) loss_rec_all: 0.2180 (0.2295) loss_rec_sfr: 0.2881 (0.3064) loss_cl: -0.2793 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [18:30:02.896258] Epoch: [83] [2260/2904] eta: 0:08:05 lr: 0.002380 loss: 0.1903 (0.2037) loss_rec_all: 0.2161 (0.2294) loss_rec_sfr: 0.2968 (0.3064) loss_cl: -0.2790 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [18:30:17.816802] Epoch: [83] [2280/2904] eta: 0:07:50 lr: 0.002380 loss: 0.1943 (0.2037) loss_rec_all: 0.2201 (0.2294) loss_rec_sfr: 0.2874 (0.3064) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [18:30:32.737368] Epoch: [83] [2300/2904] eta: 0:07:35 lr: 0.002380 loss: 0.1985 (0.2036) loss_rec_all: 0.2243 (0.2294) loss_rec_sfr: 0.2749 (0.3062) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [18:30:47.659769] Epoch: [83] [2320/2904] eta: 0:07:20 lr: 0.002380 loss: 0.1944 (0.2037) loss_rec_all: 0.2207 (0.2294) loss_rec_sfr: 0.2860 (0.3063) loss_cl: -0.2793 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [18:31:02.576145] Epoch: [83] [2340/2904] eta: 0:07:05 lr: 0.002380 loss: 0.1941 (0.2037) loss_rec_all: 0.2202 (0.2294) loss_rec_sfr: 0.2863 (0.3064) loss_cl: -0.2793 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [18:31:17.491382] Epoch: [83] [2360/2904] eta: 0:06:49 lr: 0.002380 loss: 0.1941 (0.2037) loss_rec_all: 0.2200 (0.2294) loss_rec_sfr: 0.2887 (0.3064) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [18:31:32.409942] Epoch: [83] [2380/2904] eta: 0:06:34 lr: 0.002380 loss: 0.1927 (0.2037) loss_rec_all: 0.2183 (0.2295) loss_rec_sfr: 0.2727 (0.3064) loss_cl: -0.2781 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [18:31:47.324095] Epoch: [83] [2400/2904] eta: 0:06:19 lr: 0.002380 loss: 0.1912 (0.2037) loss_rec_all: 0.2168 (0.2295) loss_rec_sfr: 0.3034 (0.3065) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [18:32:02.379912] Epoch: [83] [2420/2904] eta: 0:06:04 lr: 0.002380 loss: 0.1919 (0.2037) loss_rec_all: 0.2177 (0.2294) loss_rec_sfr: 0.2983 (0.3065) loss_cl: -0.2796 (-0.2788) time: 0.7527 data: 0.0002 max mem: 29860 [18:32:17.295523] Epoch: [83] [2440/2904] eta: 0:05:49 lr: 0.002380 loss: 0.1931 (0.2037) loss_rec_all: 0.2191 (0.2294) loss_rec_sfr: 0.2930 (0.3065) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [18:32:32.212077] Epoch: [83] [2460/2904] eta: 0:05:34 lr: 0.002380 loss: 0.1913 (0.2036) loss_rec_all: 0.2171 (0.2294) loss_rec_sfr: 0.2980 (0.3065) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [18:32:47.131446] Epoch: [83] [2480/2904] eta: 0:05:19 lr: 0.002380 loss: 0.1958 (0.2037) loss_rec_all: 0.2221 (0.2295) loss_rec_sfr: 0.2980 (0.3068) loss_cl: -0.2783 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [18:33:02.050042] Epoch: [83] [2500/2904] eta: 0:05:04 lr: 0.002380 loss: 0.1978 (0.2037) loss_rec_all: 0.2235 (0.2295) loss_rec_sfr: 0.2794 (0.3067) loss_cl: -0.2783 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [18:33:16.972488] Epoch: [83] [2520/2904] eta: 0:04:49 lr: 0.002380 loss: 0.1944 (0.2037) loss_rec_all: 0.2204 (0.2294) loss_rec_sfr: 0.2786 (0.3066) loss_cl: -0.2793 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [18:33:31.889557] Epoch: [83] [2540/2904] eta: 0:04:34 lr: 0.002380 loss: 0.1942 (0.2038) loss_rec_all: 0.2204 (0.2295) loss_rec_sfr: 0.2951 (0.3069) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [18:33:46.803200] Epoch: [83] [2560/2904] eta: 0:04:19 lr: 0.002380 loss: 0.1938 (0.2038) loss_rec_all: 0.2200 (0.2295) loss_rec_sfr: 0.2605 (0.3068) loss_cl: -0.2784 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [18:34:01.717116] Epoch: [83] [2580/2904] eta: 0:04:03 lr: 0.002380 loss: 0.1962 (0.2039) loss_rec_all: 0.2218 (0.2296) loss_rec_sfr: 0.2633 (0.3070) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [18:34:16.634068] Epoch: [83] [2600/2904] eta: 0:03:48 lr: 0.002380 loss: 0.1941 (0.2039) loss_rec_all: 0.2199 (0.2296) loss_rec_sfr: 0.2965 (0.3070) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [18:34:31.547668] Epoch: [83] [2620/2904] eta: 0:03:33 lr: 0.002380 loss: 0.1919 (0.2038) loss_rec_all: 0.2177 (0.2296) loss_rec_sfr: 0.2914 (0.3069) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [18:34:46.468969] Epoch: [83] [2640/2904] eta: 0:03:18 lr: 0.002380 loss: 0.1952 (0.2038) loss_rec_all: 0.2213 (0.2295) loss_rec_sfr: 0.2610 (0.3067) loss_cl: -0.2798 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [18:35:01.392047] Epoch: [83] [2660/2904] eta: 0:03:03 lr: 0.002380 loss: 0.1952 (0.2038) loss_rec_all: 0.2208 (0.2295) loss_rec_sfr: 0.2699 (0.3067) loss_cl: -0.2787 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [18:35:16.318352] Epoch: [83] [2680/2904] eta: 0:02:48 lr: 0.002380 loss: 0.1922 (0.2038) loss_rec_all: 0.2180 (0.2295) loss_rec_sfr: 0.2912 (0.3067) loss_cl: -0.2790 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [18:35:31.241313] Epoch: [83] [2700/2904] eta: 0:02:33 lr: 0.002380 loss: 0.1898 (0.2038) loss_rec_all: 0.2155 (0.2295) loss_rec_sfr: 0.2916 (0.3068) loss_cl: -0.2788 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [18:35:46.151774] Epoch: [83] [2720/2904] eta: 0:02:18 lr: 0.002380 loss: 0.1998 (0.2038) loss_rec_all: 0.2257 (0.2296) loss_rec_sfr: 0.2968 (0.3070) loss_cl: -0.2780 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [18:36:01.064189] Epoch: [83] [2740/2904] eta: 0:02:03 lr: 0.002380 loss: 0.1963 (0.2039) loss_rec_all: 0.2220 (0.2296) loss_rec_sfr: 0.2949 (0.3070) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [18:36:15.989013] Epoch: [83] [2760/2904] eta: 0:01:48 lr: 0.002380 loss: 0.1896 (0.2038) loss_rec_all: 0.2155 (0.2295) loss_rec_sfr: 0.2789 (0.3069) loss_cl: -0.2796 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [18:36:30.914916] Epoch: [83] [2780/2904] eta: 0:01:33 lr: 0.002380 loss: 0.1927 (0.2038) loss_rec_all: 0.2185 (0.2295) loss_rec_sfr: 0.2876 (0.3068) loss_cl: -0.2788 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [18:36:45.845320] Epoch: [83] [2800/2904] eta: 0:01:18 lr: 0.002380 loss: 0.1896 (0.2037) loss_rec_all: 0.2157 (0.2294) loss_rec_sfr: 0.2785 (0.3066) loss_cl: -0.2783 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [18:37:00.764824] Epoch: [83] [2820/2904] eta: 0:01:03 lr: 0.002380 loss: 0.1921 (0.2037) loss_rec_all: 0.2180 (0.2294) loss_rec_sfr: 0.2809 (0.3066) loss_cl: -0.2782 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [18:37:15.708065] Epoch: [83] [2840/2904] eta: 0:00:48 lr: 0.002380 loss: 0.1896 (0.2036) loss_rec_all: 0.2152 (0.2294) loss_rec_sfr: 0.2869 (0.3065) loss_cl: -0.2799 (-0.2788) time: 0.7471 data: 0.0023 max mem: 29860 [18:37:30.608001] Epoch: [83] [2860/2904] eta: 0:00:33 lr: 0.002380 loss: 0.1934 (0.2036) loss_rec_all: 0.2192 (0.2294) loss_rec_sfr: 0.2865 (0.3063) loss_cl: -0.2795 (-0.2788) time: 0.7450 data: 0.0001 max mem: 29860 [18:37:45.511690] Epoch: [83] [2880/2904] eta: 0:00:18 lr: 0.002380 loss: 0.1924 (0.2036) loss_rec_all: 0.2188 (0.2293) loss_rec_sfr: 0.2716 (0.3062) loss_cl: -0.2795 (-0.2788) time: 0.7451 data: 0.0001 max mem: 29860 [18:38:00.417982] Epoch: [83] [2900/2904] eta: 0:00:03 lr: 0.002380 loss: 0.1942 (0.2036) loss_rec_all: 0.2198 (0.2293) loss_rec_sfr: 0.2809 (0.3062) loss_cl: -0.2787 (-0.2788) time: 0.7453 data: 0.0001 max mem: 29860 [18:38:02.661557] Epoch: [83] [2903/2904] eta: 0:00:00 lr: 0.002380 loss: 0.1942 (0.2036) loss_rec_all: 0.2198 (0.2293) loss_rec_sfr: 0.2807 (0.3061) loss_cl: -0.2787 (-0.2788) time: 0.7454 data: 0.0001 max mem: 29860 [18:38:04.701345] Epoch: [83] Total time: 0:36:26 (0.7529 s / it) [18:38:04.702196] Averaged stats: lr: 0.002380 loss: 0.1942 (0.2062) loss_rec_all: 0.2198 (0.2296) loss_rec_sfr: 0.2807 (0.3065) loss_cl: -0.2787 (-0.2555) [18:38:04.706953] log_dir: ./checkpoint/VF2_ViT-B [18:38:21.954146] Epoch: [84] [ 0/2904] eta: 13:54:43 lr: 0.002380 loss: 0.1985 (0.1985) loss_rec_all: 0.2243 (0.2243) loss_rec_sfr: 0.2941 (0.2941) loss_cl: -0.2788 (-0.2788) time: 17.2464 data: 14.6325 max mem: 29860 [18:38:37.707759] Epoch: [84] [ 20/2904] eta: 1:15:31 lr: 0.002380 loss: 0.1955 (0.2089) loss_rec_all: 0.2212 (0.2345) loss_rec_sfr: 0.2996 (0.3261) loss_cl: -0.2787 (-0.2786) time: 0.7876 data: 0.0002 max mem: 29860 [18:38:52.602257] Epoch: [84] [ 40/2904] eta: 0:55:45 lr: 0.002380 loss: 0.1916 (0.2081) loss_rec_all: 0.2174 (0.2336) loss_rec_sfr: 0.2804 (0.3242) loss_cl: -0.2786 (-0.2785) time: 0.7447 data: 0.0002 max mem: 29860 [18:39:07.486448] Epoch: [84] [ 60/2904] eta: 0:48:46 lr: 0.002380 loss: 0.1912 (0.2084) loss_rec_all: 0.2171 (0.2340) loss_rec_sfr: 0.2796 (0.3221) loss_cl: -0.2785 (-0.2785) time: 0.7442 data: 0.0002 max mem: 29860 [18:39:22.387252] Epoch: [84] [ 80/2904] eta: 0:45:08 lr: 0.002380 loss: 0.1947 (0.2079) loss_rec_all: 0.2207 (0.2335) loss_rec_sfr: 0.2747 (0.3192) loss_cl: -0.2794 (-0.2787) time: 0.7450 data: 0.0002 max mem: 29860 [18:39:37.302817] Epoch: [84] [ 100/2904] eta: 0:42:50 lr: 0.002380 loss: 0.1995 (0.2091) loss_rec_all: 0.2254 (0.2347) loss_rec_sfr: 0.2812 (0.3219) loss_cl: -0.2787 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [18:39:52.223794] Epoch: [84] [ 120/2904] eta: 0:41:13 lr: 0.002380 loss: 0.1987 (0.2096) loss_rec_all: 0.2245 (0.2352) loss_rec_sfr: 0.3018 (0.3243) loss_cl: -0.2785 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [18:40:07.147812] Epoch: [84] [ 140/2904] eta: 0:40:00 lr: 0.002380 loss: 0.1938 (0.2089) loss_rec_all: 0.2196 (0.2345) loss_rec_sfr: 0.2768 (0.3225) loss_cl: -0.2792 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [18:40:22.069069] Epoch: [84] [ 160/2904] eta: 0:39:01 lr: 0.002380 loss: 0.1948 (0.2082) loss_rec_all: 0.2212 (0.2339) loss_rec_sfr: 0.2871 (0.3203) loss_cl: -0.2790 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [18:40:36.998034] Epoch: [84] [ 180/2904] eta: 0:38:11 lr: 0.002380 loss: 0.1935 (0.2078) loss_rec_all: 0.2190 (0.2334) loss_rec_sfr: 0.2926 (0.3197) loss_cl: -0.2792 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [18:40:51.916145] Epoch: [84] [ 200/2904] eta: 0:37:29 lr: 0.002380 loss: 0.1994 (0.2080) loss_rec_all: 0.2252 (0.2336) loss_rec_sfr: 0.2914 (0.3203) loss_cl: -0.2788 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [18:41:06.838272] Epoch: [84] [ 220/2904] eta: 0:36:51 lr: 0.002380 loss: 0.1946 (0.2078) loss_rec_all: 0.2206 (0.2334) loss_rec_sfr: 0.2824 (0.3201) loss_cl: -0.2785 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [18:41:21.757385] Epoch: [84] [ 240/2904] eta: 0:36:18 lr: 0.002380 loss: 0.1945 (0.2069) loss_rec_all: 0.2205 (0.2326) loss_rec_sfr: 0.2632 (0.3163) loss_cl: -0.2784 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [18:41:36.670286] Epoch: [84] [ 260/2904] eta: 0:35:47 lr: 0.002380 loss: 0.1894 (0.2059) loss_rec_all: 0.2153 (0.2316) loss_rec_sfr: 0.2829 (0.3138) loss_cl: -0.2787 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [18:41:51.586278] Epoch: [84] [ 280/2904] eta: 0:35:18 lr: 0.002380 loss: 0.1958 (0.2054) loss_rec_all: 0.2220 (0.2311) loss_rec_sfr: 0.2753 (0.3111) loss_cl: -0.2786 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [18:42:06.537050] Epoch: [84] [ 300/2904] eta: 0:34:51 lr: 0.002380 loss: 0.1928 (0.2050) loss_rec_all: 0.2187 (0.2307) loss_rec_sfr: 0.2794 (0.3096) loss_cl: -0.2797 (-0.2787) time: 0.7475 data: 0.0002 max mem: 29860 [18:42:21.456875] Epoch: [84] [ 320/2904] eta: 0:34:26 lr: 0.002380 loss: 0.1949 (0.2048) loss_rec_all: 0.2208 (0.2305) loss_rec_sfr: 0.2905 (0.3091) loss_cl: -0.2800 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [18:42:36.389650] Epoch: [84] [ 340/2904] eta: 0:34:02 lr: 0.002380 loss: 0.1941 (0.2046) loss_rec_all: 0.2200 (0.2303) loss_rec_sfr: 0.2968 (0.3087) loss_cl: -0.2778 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [18:42:51.311441] Epoch: [84] [ 360/2904] eta: 0:33:39 lr: 0.002380 loss: 0.1928 (0.2048) loss_rec_all: 0.2188 (0.2305) loss_rec_sfr: 0.2873 (0.3093) loss_cl: -0.2776 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [18:43:06.235725] Epoch: [84] [ 380/2904] eta: 0:33:17 lr: 0.002380 loss: 0.1897 (0.2048) loss_rec_all: 0.2159 (0.2305) loss_rec_sfr: 0.2864 (0.3094) loss_cl: -0.2786 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [18:43:21.153240] Epoch: [84] [ 400/2904] eta: 0:32:55 lr: 0.002380 loss: 0.1917 (0.2048) loss_rec_all: 0.2176 (0.2305) loss_rec_sfr: 0.2841 (0.3093) loss_cl: -0.2805 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [18:43:36.070401] Epoch: [84] [ 420/2904] eta: 0:32:35 lr: 0.002380 loss: 0.1929 (0.2050) loss_rec_all: 0.2183 (0.2307) loss_rec_sfr: 0.3007 (0.3099) loss_cl: -0.2786 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [18:43:50.982529] Epoch: [84] [ 440/2904] eta: 0:32:14 lr: 0.002380 loss: 0.1977 (0.2053) loss_rec_all: 0.2234 (0.2310) loss_rec_sfr: 0.2842 (0.3105) loss_cl: -0.2778 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [18:44:05.898033] Epoch: [84] [ 460/2904] eta: 0:31:54 lr: 0.002380 loss: 0.1905 (0.2050) loss_rec_all: 0.2163 (0.2307) loss_rec_sfr: 0.2937 (0.3102) loss_cl: -0.2776 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [18:44:20.825424] Epoch: [84] [ 480/2904] eta: 0:31:35 lr: 0.002380 loss: 0.2000 (0.2056) loss_rec_all: 0.2262 (0.2312) loss_rec_sfr: 0.3136 (0.3118) loss_cl: -0.2792 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [18:44:35.749986] Epoch: [84] [ 500/2904] eta: 0:31:16 lr: 0.002380 loss: 0.1903 (0.2058) loss_rec_all: 0.2165 (0.2314) loss_rec_sfr: 0.2794 (0.3119) loss_cl: -0.2796 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [18:44:50.669471] Epoch: [84] [ 520/2904] eta: 0:30:57 lr: 0.002380 loss: 0.1954 (0.2061) loss_rec_all: 0.2210 (0.2318) loss_rec_sfr: 0.3083 (0.3134) loss_cl: -0.2786 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [18:45:05.589476] Epoch: [84] [ 540/2904] eta: 0:30:39 lr: 0.002380 loss: 0.1958 (0.2065) loss_rec_all: 0.2214 (0.2321) loss_rec_sfr: 0.3086 (0.3148) loss_cl: -0.2795 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [18:45:20.505524] Epoch: [84] [ 560/2904] eta: 0:30:20 lr: 0.002380 loss: 0.1912 (0.2060) loss_rec_all: 0.2173 (0.2317) loss_rec_sfr: 0.2874 (0.3136) loss_cl: -0.2780 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [18:45:35.419770] Epoch: [84] [ 580/2904] eta: 0:30:02 lr: 0.002380 loss: 0.1925 (0.2058) loss_rec_all: 0.2184 (0.2315) loss_rec_sfr: 0.2686 (0.3129) loss_cl: -0.2791 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [18:45:50.331903] Epoch: [84] [ 600/2904] eta: 0:29:44 lr: 0.002380 loss: 0.1950 (0.2059) loss_rec_all: 0.2212 (0.2316) loss_rec_sfr: 0.2807 (0.3129) loss_cl: -0.2778 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [18:46:05.249038] Epoch: [84] [ 620/2904] eta: 0:29:27 lr: 0.002380 loss: 0.1961 (0.2058) loss_rec_all: 0.2216 (0.2315) loss_rec_sfr: 0.3052 (0.3129) loss_cl: -0.2777 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [18:46:20.167333] Epoch: [84] [ 640/2904] eta: 0:29:09 lr: 0.002380 loss: 0.1970 (0.2059) loss_rec_all: 0.2226 (0.2316) loss_rec_sfr: 0.2910 (0.3133) loss_cl: -0.2793 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [18:46:35.095618] Epoch: [84] [ 660/2904] eta: 0:28:52 lr: 0.002380 loss: 0.1893 (0.2056) loss_rec_all: 0.2151 (0.2313) loss_rec_sfr: 0.2760 (0.3121) loss_cl: -0.2790 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [18:46:50.022995] Epoch: [84] [ 680/2904] eta: 0:28:35 lr: 0.002380 loss: 0.1895 (0.2055) loss_rec_all: 0.2154 (0.2312) loss_rec_sfr: 0.2795 (0.3121) loss_cl: -0.2794 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [18:47:04.945083] Epoch: [84] [ 700/2904] eta: 0:28:18 lr: 0.002380 loss: 0.1928 (0.2054) loss_rec_all: 0.2192 (0.2311) loss_rec_sfr: 0.2717 (0.3116) loss_cl: -0.2776 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [18:47:19.861482] Epoch: [84] [ 720/2904] eta: 0:28:01 lr: 0.002380 loss: 0.1920 (0.2054) loss_rec_all: 0.2179 (0.2310) loss_rec_sfr: 0.3023 (0.3118) loss_cl: -0.2786 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [18:47:34.776228] Epoch: [84] [ 740/2904] eta: 0:27:44 lr: 0.002380 loss: 0.1951 (0.2055) loss_rec_all: 0.2212 (0.2312) loss_rec_sfr: 0.2749 (0.3118) loss_cl: -0.2788 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [18:47:49.686599] Epoch: [84] [ 760/2904] eta: 0:27:28 lr: 0.002380 loss: 0.1941 (0.2054) loss_rec_all: 0.2199 (0.2311) loss_rec_sfr: 0.2844 (0.3115) loss_cl: -0.2786 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [18:48:04.604359] Epoch: [84] [ 780/2904] eta: 0:27:11 lr: 0.002380 loss: 0.1972 (0.2055) loss_rec_all: 0.2230 (0.2312) loss_rec_sfr: 0.2866 (0.3115) loss_cl: -0.2789 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [18:48:19.521027] Epoch: [84] [ 800/2904] eta: 0:26:54 lr: 0.002380 loss: 0.1955 (0.2055) loss_rec_all: 0.2210 (0.2312) loss_rec_sfr: 0.2876 (0.3115) loss_cl: -0.2786 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [18:48:34.434813] Epoch: [84] [ 820/2904] eta: 0:26:38 lr: 0.002380 loss: 0.1932 (0.2056) loss_rec_all: 0.2193 (0.2313) loss_rec_sfr: 0.2935 (0.3119) loss_cl: -0.2791 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [18:48:49.354446] Epoch: [84] [ 840/2904] eta: 0:26:22 lr: 0.002380 loss: 0.1935 (0.2056) loss_rec_all: 0.2199 (0.2313) loss_rec_sfr: 0.2797 (0.3119) loss_cl: -0.2795 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [18:49:04.270773] Epoch: [84] [ 860/2904] eta: 0:26:05 lr: 0.002380 loss: 0.1961 (0.2056) loss_rec_all: 0.2222 (0.2313) loss_rec_sfr: 0.2969 (0.3120) loss_cl: -0.2775 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [18:49:19.186911] Epoch: [84] [ 880/2904] eta: 0:25:49 lr: 0.002380 loss: 0.1972 (0.2057) loss_rec_all: 0.2233 (0.2314) loss_rec_sfr: 0.3053 (0.3123) loss_cl: -0.2785 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [18:49:34.101597] Epoch: [84] [ 900/2904] eta: 0:25:33 lr: 0.002380 loss: 0.1954 (0.2056) loss_rec_all: 0.2213 (0.2313) loss_rec_sfr: 0.2762 (0.3118) loss_cl: -0.2792 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [18:49:49.023458] Epoch: [84] [ 920/2904] eta: 0:25:17 lr: 0.002380 loss: 0.1955 (0.2056) loss_rec_all: 0.2214 (0.2313) loss_rec_sfr: 0.2847 (0.3117) loss_cl: -0.2787 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [18:50:03.947758] Epoch: [84] [ 940/2904] eta: 0:25:01 lr: 0.002380 loss: 0.1935 (0.2055) loss_rec_all: 0.2191 (0.2312) loss_rec_sfr: 0.2997 (0.3116) loss_cl: -0.2787 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [18:50:18.867662] Epoch: [84] [ 960/2904] eta: 0:24:45 lr: 0.002380 loss: 0.1915 (0.2054) loss_rec_all: 0.2176 (0.2311) loss_rec_sfr: 0.2620 (0.3110) loss_cl: -0.2781 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [18:50:33.789443] Epoch: [84] [ 980/2904] eta: 0:24:29 lr: 0.002380 loss: 0.1947 (0.2055) loss_rec_all: 0.2206 (0.2312) loss_rec_sfr: 0.2844 (0.3113) loss_cl: -0.2786 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [18:50:48.710714] Epoch: [84] [1000/2904] eta: 0:24:13 lr: 0.002380 loss: 0.1899 (0.2054) loss_rec_all: 0.2157 (0.2310) loss_rec_sfr: 0.2536 (0.3107) loss_cl: -0.2787 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [18:51:03.629776] Epoch: [84] [1020/2904] eta: 0:23:57 lr: 0.002380 loss: 0.1954 (0.2054) loss_rec_all: 0.2216 (0.2311) loss_rec_sfr: 0.2916 (0.3110) loss_cl: -0.2788 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [18:51:18.550707] Epoch: [84] [1040/2904] eta: 0:23:41 lr: 0.002380 loss: 0.1931 (0.2054) loss_rec_all: 0.2189 (0.2311) loss_rec_sfr: 0.2779 (0.3111) loss_cl: -0.2784 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [18:51:33.474987] Epoch: [84] [1060/2904] eta: 0:23:25 lr: 0.002380 loss: 0.1934 (0.2053) loss_rec_all: 0.2195 (0.2310) loss_rec_sfr: 0.2699 (0.3105) loss_cl: -0.2777 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [18:51:48.399308] Epoch: [84] [1080/2904] eta: 0:23:09 lr: 0.002380 loss: 0.1925 (0.2051) loss_rec_all: 0.2183 (0.2308) loss_rec_sfr: 0.2781 (0.3100) loss_cl: -0.2787 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [18:52:03.318755] Epoch: [84] [1100/2904] eta: 0:22:53 lr: 0.002380 loss: 0.1934 (0.2050) loss_rec_all: 0.2191 (0.2307) loss_rec_sfr: 0.2940 (0.3098) loss_cl: -0.2799 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [18:52:18.234342] Epoch: [84] [1120/2904] eta: 0:22:38 lr: 0.002380 loss: 0.1907 (0.2048) loss_rec_all: 0.2163 (0.2305) loss_rec_sfr: 0.2503 (0.3091) loss_cl: -0.2793 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [18:52:33.131875] Epoch: [84] [1140/2904] eta: 0:22:22 lr: 0.002380 loss: 0.1949 (0.2048) loss_rec_all: 0.2212 (0.2306) loss_rec_sfr: 0.2738 (0.3091) loss_cl: -0.2788 (-0.2787) time: 0.7448 data: 0.0002 max mem: 29860 [18:52:48.042949] Epoch: [84] [1160/2904] eta: 0:22:06 lr: 0.002380 loss: 0.1920 (0.2048) loss_rec_all: 0.2178 (0.2305) loss_rec_sfr: 0.2756 (0.3090) loss_cl: -0.2788 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [18:53:02.956267] Epoch: [84] [1180/2904] eta: 0:21:51 lr: 0.002380 loss: 0.1994 (0.2048) loss_rec_all: 0.2255 (0.2305) loss_rec_sfr: 0.2845 (0.3091) loss_cl: -0.2791 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [18:53:17.879187] Epoch: [84] [1200/2904] eta: 0:21:35 lr: 0.002380 loss: 0.1929 (0.2050) loss_rec_all: 0.2187 (0.2307) loss_rec_sfr: 0.2840 (0.3094) loss_cl: -0.2791 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [18:53:32.800451] Epoch: [84] [1220/2904] eta: 0:21:19 lr: 0.002380 loss: 0.1950 (0.2049) loss_rec_all: 0.2207 (0.2306) loss_rec_sfr: 0.2851 (0.3094) loss_cl: -0.2787 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [18:53:47.720565] Epoch: [84] [1240/2904] eta: 0:21:04 lr: 0.002380 loss: 0.1915 (0.2050) loss_rec_all: 0.2175 (0.2307) loss_rec_sfr: 0.2941 (0.3098) loss_cl: -0.2787 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [18:54:02.641749] Epoch: [84] [1260/2904] eta: 0:20:48 lr: 0.002380 loss: 0.1926 (0.2048) loss_rec_all: 0.2183 (0.2305) loss_rec_sfr: 0.2812 (0.3093) loss_cl: -0.2784 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [18:54:17.560706] Epoch: [84] [1280/2904] eta: 0:20:33 lr: 0.002380 loss: 0.1938 (0.2049) loss_rec_all: 0.2196 (0.2306) loss_rec_sfr: 0.2534 (0.3094) loss_cl: -0.2790 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [18:54:32.480854] Epoch: [84] [1300/2904] eta: 0:20:17 lr: 0.002380 loss: 0.1910 (0.2048) loss_rec_all: 0.2170 (0.2305) loss_rec_sfr: 0.2917 (0.3092) loss_cl: -0.2788 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [18:54:47.402821] Epoch: [84] [1320/2904] eta: 0:20:02 lr: 0.002380 loss: 0.1956 (0.2047) loss_rec_all: 0.2215 (0.2304) loss_rec_sfr: 0.2818 (0.3090) loss_cl: -0.2791 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [18:55:02.323860] Epoch: [84] [1340/2904] eta: 0:19:46 lr: 0.002380 loss: 0.1913 (0.2046) loss_rec_all: 0.2170 (0.2303) loss_rec_sfr: 0.2718 (0.3084) loss_cl: -0.2791 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [18:55:17.244749] Epoch: [84] [1360/2904] eta: 0:19:31 lr: 0.002380 loss: 0.1938 (0.2047) loss_rec_all: 0.2198 (0.2304) loss_rec_sfr: 0.2977 (0.3087) loss_cl: -0.2786 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [18:55:32.165026] Epoch: [84] [1380/2904] eta: 0:19:15 lr: 0.002380 loss: 0.1879 (0.2045) loss_rec_all: 0.2141 (0.2302) loss_rec_sfr: 0.2415 (0.3082) loss_cl: -0.2788 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [18:55:47.080338] Epoch: [84] [1400/2904] eta: 0:19:00 lr: 0.002380 loss: 0.1920 (0.2046) loss_rec_all: 0.2184 (0.2303) loss_rec_sfr: 0.2874 (0.3085) loss_cl: -0.2782 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [18:56:01.998337] Epoch: [84] [1420/2904] eta: 0:18:44 lr: 0.002380 loss: 0.1922 (0.2047) loss_rec_all: 0.2182 (0.2304) loss_rec_sfr: 0.2907 (0.3088) loss_cl: -0.2779 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [18:56:16.914144] Epoch: [84] [1440/2904] eta: 0:18:29 lr: 0.002380 loss: 0.1926 (0.2046) loss_rec_all: 0.2189 (0.2303) loss_rec_sfr: 0.2738 (0.3085) loss_cl: -0.2785 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [18:56:31.837845] Epoch: [84] [1460/2904] eta: 0:18:14 lr: 0.002380 loss: 0.1981 (0.2047) loss_rec_all: 0.2244 (0.2304) loss_rec_sfr: 0.2871 (0.3087) loss_cl: -0.2791 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [18:56:46.761206] Epoch: [84] [1480/2904] eta: 0:17:58 lr: 0.002380 loss: 0.1960 (0.2047) loss_rec_all: 0.2219 (0.2304) loss_rec_sfr: 0.3010 (0.3089) loss_cl: -0.2788 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [18:57:01.686645] Epoch: [84] [1500/2904] eta: 0:17:43 lr: 0.002380 loss: 0.1921 (0.2046) loss_rec_all: 0.2182 (0.2303) loss_rec_sfr: 0.2705 (0.3085) loss_cl: -0.2790 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [18:57:16.607294] Epoch: [84] [1520/2904] eta: 0:17:28 lr: 0.002380 loss: 0.1969 (0.2047) loss_rec_all: 0.2229 (0.2305) loss_rec_sfr: 0.2769 (0.3087) loss_cl: -0.2784 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [18:57:31.528905] Epoch: [84] [1540/2904] eta: 0:17:12 lr: 0.002380 loss: 0.1943 (0.2047) loss_rec_all: 0.2202 (0.2304) loss_rec_sfr: 0.2748 (0.3086) loss_cl: -0.2793 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [18:57:46.453774] Epoch: [84] [1560/2904] eta: 0:16:57 lr: 0.002380 loss: 0.1928 (0.2047) loss_rec_all: 0.2189 (0.2304) loss_rec_sfr: 0.2749 (0.3082) loss_cl: -0.2790 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [18:58:01.380549] Epoch: [84] [1580/2904] eta: 0:16:42 lr: 0.002380 loss: 0.1921 (0.2047) loss_rec_all: 0.2181 (0.2304) loss_rec_sfr: 0.2731 (0.3081) loss_cl: -0.2782 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [18:58:16.306010] Epoch: [84] [1600/2904] eta: 0:16:26 lr: 0.002380 loss: 0.1906 (0.2046) loss_rec_all: 0.2167 (0.2303) loss_rec_sfr: 0.2590 (0.3078) loss_cl: -0.2776 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [18:58:31.233633] Epoch: [84] [1620/2904] eta: 0:16:11 lr: 0.002380 loss: 0.1930 (0.2046) loss_rec_all: 0.2186 (0.2303) loss_rec_sfr: 0.2762 (0.3077) loss_cl: -0.2782 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [18:58:46.161249] Epoch: [84] [1640/2904] eta: 0:15:56 lr: 0.002380 loss: 0.1908 (0.2045) loss_rec_all: 0.2167 (0.2302) loss_rec_sfr: 0.2818 (0.3076) loss_cl: -0.2795 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [18:59:01.081477] Epoch: [84] [1660/2904] eta: 0:15:40 lr: 0.002380 loss: 0.1924 (0.2044) loss_rec_all: 0.2183 (0.2301) loss_rec_sfr: 0.2796 (0.3072) loss_cl: -0.2793 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [18:59:16.001862] Epoch: [84] [1680/2904] eta: 0:15:25 lr: 0.002380 loss: 0.1946 (0.2043) loss_rec_all: 0.2204 (0.2300) loss_rec_sfr: 0.2722 (0.3069) loss_cl: -0.2788 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [18:59:30.924435] Epoch: [84] [1700/2904] eta: 0:15:10 lr: 0.002380 loss: 0.1907 (0.2043) loss_rec_all: 0.2167 (0.2301) loss_rec_sfr: 0.2969 (0.3070) loss_cl: -0.2788 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [18:59:45.845447] Epoch: [84] [1720/2904] eta: 0:14:55 lr: 0.002380 loss: 0.1923 (0.2043) loss_rec_all: 0.2180 (0.2301) loss_rec_sfr: 0.2848 (0.3070) loss_cl: -0.2784 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [19:00:00.763385] Epoch: [84] [1740/2904] eta: 0:14:39 lr: 0.002380 loss: 0.1943 (0.2044) loss_rec_all: 0.2200 (0.2301) loss_rec_sfr: 0.2873 (0.3071) loss_cl: -0.2781 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [19:00:15.684136] Epoch: [84] [1760/2904] eta: 0:14:24 lr: 0.002380 loss: 0.1927 (0.2043) loss_rec_all: 0.2188 (0.2300) loss_rec_sfr: 0.2906 (0.3070) loss_cl: -0.2793 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [19:00:30.601505] Epoch: [84] [1780/2904] eta: 0:14:09 lr: 0.002380 loss: 0.1931 (0.2043) loss_rec_all: 0.2192 (0.2301) loss_rec_sfr: 0.3024 (0.3072) loss_cl: -0.2794 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [19:00:45.513589] Epoch: [84] [1800/2904] eta: 0:13:54 lr: 0.002380 loss: 0.1946 (0.2043) loss_rec_all: 0.2204 (0.2301) loss_rec_sfr: 0.2852 (0.3072) loss_cl: -0.2794 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [19:01:00.427918] Epoch: [84] [1820/2904] eta: 0:13:38 lr: 0.002380 loss: 0.1954 (0.2044) loss_rec_all: 0.2209 (0.2301) loss_rec_sfr: 0.2814 (0.3074) loss_cl: -0.2780 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [19:01:15.337875] Epoch: [84] [1840/2904] eta: 0:13:23 lr: 0.002380 loss: 0.1906 (0.2044) loss_rec_all: 0.2164 (0.2301) loss_rec_sfr: 0.2794 (0.3073) loss_cl: -0.2785 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [19:01:30.253306] Epoch: [84] [1860/2904] eta: 0:13:08 lr: 0.002380 loss: 0.1961 (0.2044) loss_rec_all: 0.2222 (0.2301) loss_rec_sfr: 0.2854 (0.3072) loss_cl: -0.2787 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [19:01:45.168164] Epoch: [84] [1880/2904] eta: 0:12:53 lr: 0.002380 loss: 0.1886 (0.2043) loss_rec_all: 0.2149 (0.2301) loss_rec_sfr: 0.2597 (0.3070) loss_cl: -0.2793 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [19:02:00.084071] Epoch: [84] [1900/2904] eta: 0:12:38 lr: 0.002380 loss: 0.1934 (0.2043) loss_rec_all: 0.2190 (0.2300) loss_rec_sfr: 0.2797 (0.3067) loss_cl: -0.2783 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [19:02:15.003177] Epoch: [84] [1920/2904] eta: 0:12:22 lr: 0.002380 loss: 0.1940 (0.2043) loss_rec_all: 0.2199 (0.2300) loss_rec_sfr: 0.2779 (0.3067) loss_cl: -0.2784 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [19:02:29.918649] Epoch: [84] [1940/2904] eta: 0:12:07 lr: 0.002380 loss: 0.1942 (0.2043) loss_rec_all: 0.2199 (0.2300) loss_rec_sfr: 0.2794 (0.3067) loss_cl: -0.2786 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [19:02:44.833866] Epoch: [84] [1960/2904] eta: 0:11:52 lr: 0.002380 loss: 0.1928 (0.2043) loss_rec_all: 0.2188 (0.2300) loss_rec_sfr: 0.2960 (0.3069) loss_cl: -0.2785 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [19:02:59.748525] Epoch: [84] [1980/2904] eta: 0:11:37 lr: 0.002380 loss: 0.1930 (0.2042) loss_rec_all: 0.2190 (0.2300) loss_rec_sfr: 0.2619 (0.3067) loss_cl: -0.2789 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [19:03:14.660147] Epoch: [84] [2000/2904] eta: 0:11:22 lr: 0.002380 loss: 0.1974 (0.2043) loss_rec_all: 0.2231 (0.2300) loss_rec_sfr: 0.2883 (0.3068) loss_cl: -0.2790 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [19:03:29.579810] Epoch: [84] [2020/2904] eta: 0:11:06 lr: 0.002380 loss: 0.1935 (0.2043) loss_rec_all: 0.2196 (0.2300) loss_rec_sfr: 0.2735 (0.3067) loss_cl: -0.2800 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [19:03:44.499468] Epoch: [84] [2040/2904] eta: 0:10:51 lr: 0.002380 loss: 0.1986 (0.2042) loss_rec_all: 0.2245 (0.2300) loss_rec_sfr: 0.2821 (0.3066) loss_cl: -0.2786 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [19:03:59.420971] Epoch: [84] [2060/2904] eta: 0:10:36 lr: 0.002380 loss: 0.1942 (0.2043) loss_rec_all: 0.2200 (0.2300) loss_rec_sfr: 0.2967 (0.3068) loss_cl: -0.2786 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [19:04:14.337081] Epoch: [84] [2080/2904] eta: 0:10:21 lr: 0.002380 loss: 0.1889 (0.2043) loss_rec_all: 0.2150 (0.2300) loss_rec_sfr: 0.2560 (0.3068) loss_cl: -0.2789 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [19:04:29.252773] Epoch: [84] [2100/2904] eta: 0:10:06 lr: 0.002380 loss: 0.1911 (0.2042) loss_rec_all: 0.2172 (0.2299) loss_rec_sfr: 0.3003 (0.3068) loss_cl: -0.2787 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [19:04:44.169284] Epoch: [84] [2120/2904] eta: 0:09:51 lr: 0.002380 loss: 0.1964 (0.2043) loss_rec_all: 0.2221 (0.2300) loss_rec_sfr: 0.3022 (0.3070) loss_cl: -0.2786 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [19:04:59.088157] Epoch: [84] [2140/2904] eta: 0:09:36 lr: 0.002380 loss: 0.1894 (0.2042) loss_rec_all: 0.2157 (0.2299) loss_rec_sfr: 0.2948 (0.3070) loss_cl: -0.2796 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [19:05:14.009551] Epoch: [84] [2160/2904] eta: 0:09:20 lr: 0.002380 loss: 0.1931 (0.2042) loss_rec_all: 0.2195 (0.2299) loss_rec_sfr: 0.2953 (0.3069) loss_cl: -0.2790 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [19:05:28.931581] Epoch: [84] [2180/2904] eta: 0:09:05 lr: 0.002380 loss: 0.1986 (0.2042) loss_rec_all: 0.2243 (0.2300) loss_rec_sfr: 0.2846 (0.3070) loss_cl: -0.2785 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [19:05:43.853104] Epoch: [84] [2200/2904] eta: 0:08:50 lr: 0.002380 loss: 0.1909 (0.2042) loss_rec_all: 0.2168 (0.2299) loss_rec_sfr: 0.2843 (0.3068) loss_cl: -0.2787 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [19:05:58.777141] Epoch: [84] [2220/2904] eta: 0:08:35 lr: 0.002380 loss: 0.1945 (0.2042) loss_rec_all: 0.2206 (0.2299) loss_rec_sfr: 0.2771 (0.3068) loss_cl: -0.2787 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [19:06:13.701714] Epoch: [84] [2240/2904] eta: 0:08:20 lr: 0.002380 loss: 0.1968 (0.2043) loss_rec_all: 0.2226 (0.2300) loss_rec_sfr: 0.2968 (0.3071) loss_cl: -0.2785 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [19:06:28.617319] Epoch: [84] [2260/2904] eta: 0:08:05 lr: 0.002380 loss: 0.1932 (0.2044) loss_rec_all: 0.2188 (0.2301) loss_rec_sfr: 0.3015 (0.3074) loss_cl: -0.2790 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [19:06:43.539080] Epoch: [84] [2280/2904] eta: 0:07:50 lr: 0.002379 loss: 0.1934 (0.2043) loss_rec_all: 0.2192 (0.2300) loss_rec_sfr: 0.2878 (0.3074) loss_cl: -0.2787 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [19:06:58.458887] Epoch: [84] [2300/2904] eta: 0:07:35 lr: 0.002379 loss: 0.2055 (0.2044) loss_rec_all: 0.2313 (0.2301) loss_rec_sfr: 0.2857 (0.3076) loss_cl: -0.2785 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [19:07:13.379953] Epoch: [84] [2320/2904] eta: 0:07:19 lr: 0.002379 loss: 0.1954 (0.2045) loss_rec_all: 0.2216 (0.2303) loss_rec_sfr: 0.3075 (0.3080) loss_cl: -0.2789 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [19:07:28.300738] Epoch: [84] [2340/2904] eta: 0:07:04 lr: 0.002379 loss: 0.1955 (0.2046) loss_rec_all: 0.2212 (0.2303) loss_rec_sfr: 0.2896 (0.3080) loss_cl: -0.2787 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [19:07:43.220441] Epoch: [84] [2360/2904] eta: 0:06:49 lr: 0.002379 loss: 0.1924 (0.2045) loss_rec_all: 0.2181 (0.2302) loss_rec_sfr: 0.2803 (0.3079) loss_cl: -0.2792 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [19:07:58.146909] Epoch: [84] [2380/2904] eta: 0:06:34 lr: 0.002379 loss: 0.1952 (0.2046) loss_rec_all: 0.2211 (0.2303) loss_rec_sfr: 0.2670 (0.3078) loss_cl: -0.2779 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [19:08:13.062961] Epoch: [84] [2400/2904] eta: 0:06:19 lr: 0.002379 loss: 0.1945 (0.2045) loss_rec_all: 0.2201 (0.2302) loss_rec_sfr: 0.2801 (0.3077) loss_cl: -0.2790 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [19:08:27.978829] Epoch: [84] [2420/2904] eta: 0:06:04 lr: 0.002379 loss: 0.1924 (0.2045) loss_rec_all: 0.2181 (0.2302) loss_rec_sfr: 0.2731 (0.3077) loss_cl: -0.2789 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [19:08:42.892639] Epoch: [84] [2440/2904] eta: 0:05:49 lr: 0.002379 loss: 0.1915 (0.2045) loss_rec_all: 0.2175 (0.2302) loss_rec_sfr: 0.2790 (0.3076) loss_cl: -0.2789 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [19:08:57.811785] Epoch: [84] [2460/2904] eta: 0:05:34 lr: 0.002379 loss: 0.2023 (0.2046) loss_rec_all: 0.2282 (0.2303) loss_rec_sfr: 0.2879 (0.3079) loss_cl: -0.2787 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [19:09:12.732694] Epoch: [84] [2480/2904] eta: 0:05:19 lr: 0.002379 loss: 0.1951 (0.2046) loss_rec_all: 0.2207 (0.2303) loss_rec_sfr: 0.2783 (0.3078) loss_cl: -0.2786 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [19:09:27.651309] Epoch: [84] [2500/2904] eta: 0:05:04 lr: 0.002379 loss: 0.1920 (0.2046) loss_rec_all: 0.2180 (0.2303) loss_rec_sfr: 0.2641 (0.3077) loss_cl: -0.2783 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [19:09:42.570373] Epoch: [84] [2520/2904] eta: 0:04:49 lr: 0.002379 loss: 0.1926 (0.2045) loss_rec_all: 0.2183 (0.2302) loss_rec_sfr: 0.3044 (0.3075) loss_cl: -0.2786 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [19:09:57.488420] Epoch: [84] [2540/2904] eta: 0:04:33 lr: 0.002379 loss: 0.1998 (0.2045) loss_rec_all: 0.2256 (0.2302) loss_rec_sfr: 0.2995 (0.3077) loss_cl: -0.2781 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [19:10:12.407008] Epoch: [84] [2560/2904] eta: 0:04:18 lr: 0.002379 loss: 0.1949 (0.2045) loss_rec_all: 0.2207 (0.2303) loss_rec_sfr: 0.2785 (0.3078) loss_cl: -0.2788 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [19:10:27.330379] Epoch: [84] [2580/2904] eta: 0:04:03 lr: 0.002379 loss: 0.1950 (0.2045) loss_rec_all: 0.2210 (0.2303) loss_rec_sfr: 0.2771 (0.3077) loss_cl: -0.2792 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [19:10:42.253416] Epoch: [84] [2600/2904] eta: 0:03:48 lr: 0.002379 loss: 0.1945 (0.2045) loss_rec_all: 0.2207 (0.2303) loss_rec_sfr: 0.2742 (0.3077) loss_cl: -0.2786 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [19:10:57.175780] Epoch: [84] [2620/2904] eta: 0:03:33 lr: 0.002379 loss: 0.1949 (0.2045) loss_rec_all: 0.2206 (0.2303) loss_rec_sfr: 0.3010 (0.3077) loss_cl: -0.2790 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [19:11:12.098889] Epoch: [84] [2640/2904] eta: 0:03:18 lr: 0.002379 loss: 0.1954 (0.2046) loss_rec_all: 0.2217 (0.2303) loss_rec_sfr: 0.2972 (0.3078) loss_cl: -0.2785 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [19:11:27.015682] Epoch: [84] [2660/2904] eta: 0:03:03 lr: 0.002379 loss: 0.1930 (0.2046) loss_rec_all: 0.2192 (0.2303) loss_rec_sfr: 0.2865 (0.3078) loss_cl: -0.2788 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [19:11:41.938857] Epoch: [84] [2680/2904] eta: 0:02:48 lr: 0.002379 loss: 0.1935 (0.2046) loss_rec_all: 0.2191 (0.2303) loss_rec_sfr: 0.2849 (0.3078) loss_cl: -0.2780 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [19:11:56.857199] Epoch: [84] [2700/2904] eta: 0:02:33 lr: 0.002379 loss: 0.1905 (0.2046) loss_rec_all: 0.2166 (0.2303) loss_rec_sfr: 0.2781 (0.3078) loss_cl: -0.2789 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [19:12:11.776236] Epoch: [84] [2720/2904] eta: 0:02:18 lr: 0.002379 loss: 0.1939 (0.2046) loss_rec_all: 0.2198 (0.2303) loss_rec_sfr: 0.2899 (0.3078) loss_cl: -0.2799 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [19:12:26.702109] Epoch: [84] [2740/2904] eta: 0:02:03 lr: 0.002379 loss: 0.1938 (0.2046) loss_rec_all: 0.2198 (0.2303) loss_rec_sfr: 0.2802 (0.3078) loss_cl: -0.2793 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [19:12:41.619877] Epoch: [84] [2760/2904] eta: 0:01:48 lr: 0.002379 loss: 0.1967 (0.2046) loss_rec_all: 0.2224 (0.2303) loss_rec_sfr: 0.2779 (0.3079) loss_cl: -0.2785 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [19:12:56.543704] Epoch: [84] [2780/2904] eta: 0:01:33 lr: 0.002379 loss: 0.2019 (0.2047) loss_rec_all: 0.2279 (0.2304) loss_rec_sfr: 0.3023 (0.3082) loss_cl: -0.2781 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [19:13:11.468219] Epoch: [84] [2800/2904] eta: 0:01:18 lr: 0.002379 loss: 0.1935 (0.2047) loss_rec_all: 0.2192 (0.2304) loss_rec_sfr: 0.2881 (0.3082) loss_cl: -0.2786 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [19:13:26.389852] Epoch: [84] [2820/2904] eta: 0:01:03 lr: 0.002379 loss: 0.1929 (0.2047) loss_rec_all: 0.2187 (0.2304) loss_rec_sfr: 0.2933 (0.3082) loss_cl: -0.2787 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [19:13:41.341700] Epoch: [84] [2840/2904] eta: 0:00:48 lr: 0.002379 loss: 0.1964 (0.2048) loss_rec_all: 0.2220 (0.2305) loss_rec_sfr: 0.3023 (0.3084) loss_cl: -0.2789 (-0.2787) time: 0.7475 data: 0.0023 max mem: 29860 [19:13:56.243291] Epoch: [84] [2860/2904] eta: 0:00:33 lr: 0.002379 loss: 0.1962 (0.2048) loss_rec_all: 0.2221 (0.2305) loss_rec_sfr: 0.2721 (0.3084) loss_cl: -0.2782 (-0.2787) time: 0.7450 data: 0.0001 max mem: 29860 [19:14:11.150537] Epoch: [84] [2880/2904] eta: 0:00:18 lr: 0.002379 loss: 0.1930 (0.2048) loss_rec_all: 0.2188 (0.2305) loss_rec_sfr: 0.2852 (0.3084) loss_cl: -0.2793 (-0.2787) time: 0.7453 data: 0.0001 max mem: 29860 [19:14:26.051966] Epoch: [84] [2900/2904] eta: 0:00:03 lr: 0.002379 loss: 0.1951 (0.2048) loss_rec_all: 0.2211 (0.2305) loss_rec_sfr: 0.2644 (0.3082) loss_cl: -0.2787 (-0.2787) time: 0.7450 data: 0.0001 max mem: 29860 [19:14:28.296548] Epoch: [84] [2903/2904] eta: 0:00:00 lr: 0.002379 loss: 0.1927 (0.2048) loss_rec_all: 0.2189 (0.2305) loss_rec_sfr: 0.2644 (0.3082) loss_cl: -0.2784 (-0.2787) time: 0.7451 data: 0.0001 max mem: 29860 [19:14:30.300835] Epoch: [84] Total time: 0:36:25 (0.7526 s / it) [19:14:30.308573] Averaged stats: lr: 0.002379 loss: 0.1927 (0.2062) loss_rec_all: 0.2189 (0.2296) loss_rec_sfr: 0.2644 (0.3059) loss_cl: -0.2784 (-0.2555) [19:14:30.313263] log_dir: ./checkpoint/VF2_ViT-B [19:14:47.293021] Epoch: [85] [ 0/2904] eta: 13:41:45 lr: 0.002379 loss: 0.1849 (0.1849) loss_rec_all: 0.2108 (0.2108) loss_rec_sfr: 0.2791 (0.2791) loss_cl: -0.2790 (-0.2790) time: 16.9783 data: 16.2470 max mem: 29860 [19:15:04.512664] Epoch: [85] [ 20/2904] eta: 1:18:16 lr: 0.002379 loss: 0.1936 (0.1982) loss_rec_all: 0.2192 (0.2241) loss_rec_sfr: 0.2780 (0.2849) loss_cl: -0.2792 (-0.2793) time: 0.8609 data: 0.0002 max mem: 29860 [19:15:19.385963] Epoch: [85] [ 40/2904] eta: 0:57:07 lr: 0.002379 loss: 0.1943 (0.2027) loss_rec_all: 0.2196 (0.2285) loss_rec_sfr: 0.3072 (0.3052) loss_cl: -0.2790 (-0.2791) time: 0.7436 data: 0.0002 max mem: 29860 [19:15:34.267014] Epoch: [85] [ 60/2904] eta: 0:49:41 lr: 0.002379 loss: 0.1943 (0.2042) loss_rec_all: 0.2200 (0.2299) loss_rec_sfr: 0.2801 (0.3094) loss_cl: -0.2787 (-0.2789) time: 0.7440 data: 0.0002 max mem: 29860 [19:15:49.333438] Epoch: [85] [ 80/2904] eta: 0:45:54 lr: 0.002379 loss: 0.1903 (0.2023) loss_rec_all: 0.2162 (0.2280) loss_rec_sfr: 0.2740 (0.3046) loss_cl: -0.2791 (-0.2790) time: 0.7533 data: 0.0002 max mem: 29860 [19:16:04.233464] Epoch: [85] [ 100/2904] eta: 0:43:27 lr: 0.002379 loss: 0.1917 (0.2028) loss_rec_all: 0.2175 (0.2286) loss_rec_sfr: 0.2778 (0.3045) loss_cl: -0.2781 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [19:16:19.151007] Epoch: [85] [ 120/2904] eta: 0:41:44 lr: 0.002379 loss: 0.1891 (0.2023) loss_rec_all: 0.2150 (0.2281) loss_rec_sfr: 0.2980 (0.3041) loss_cl: -0.2795 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [19:16:34.083131] Epoch: [85] [ 140/2904] eta: 0:40:26 lr: 0.002379 loss: 0.1955 (0.2031) loss_rec_all: 0.2213 (0.2288) loss_rec_sfr: 0.2872 (0.3061) loss_cl: -0.2791 (-0.2789) time: 0.7466 data: 0.0002 max mem: 29860 [19:16:49.006020] Epoch: [85] [ 160/2904] eta: 0:39:23 lr: 0.002379 loss: 0.1935 (0.2042) loss_rec_all: 0.2192 (0.2300) loss_rec_sfr: 0.2946 (0.3098) loss_cl: -0.2779 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [19:17:03.926249] Epoch: [85] [ 180/2904] eta: 0:38:31 lr: 0.002379 loss: 0.1943 (0.2045) loss_rec_all: 0.2203 (0.2302) loss_rec_sfr: 0.2991 (0.3106) loss_cl: -0.2783 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [19:17:18.846909] Epoch: [85] [ 200/2904] eta: 0:37:47 lr: 0.002379 loss: 0.1944 (0.2044) loss_rec_all: 0.2200 (0.2301) loss_rec_sfr: 0.3036 (0.3102) loss_cl: -0.2785 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [19:17:33.763057] Epoch: [85] [ 220/2904] eta: 0:37:07 lr: 0.002379 loss: 0.1964 (0.2052) loss_rec_all: 0.2222 (0.2309) loss_rec_sfr: 0.3008 (0.3132) loss_cl: -0.2801 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [19:17:48.678522] Epoch: [85] [ 240/2904] eta: 0:36:32 lr: 0.002379 loss: 0.1903 (0.2050) loss_rec_all: 0.2165 (0.2306) loss_rec_sfr: 0.2523 (0.3118) loss_cl: -0.2787 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [19:18:03.593796] Epoch: [85] [ 260/2904] eta: 0:36:00 lr: 0.002379 loss: 0.1907 (0.2047) loss_rec_all: 0.2168 (0.2304) loss_rec_sfr: 0.2527 (0.3101) loss_cl: -0.2784 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [19:18:18.515046] Epoch: [85] [ 280/2904] eta: 0:35:30 lr: 0.002379 loss: 0.1976 (0.2049) loss_rec_all: 0.2234 (0.2306) loss_rec_sfr: 0.2856 (0.3101) loss_cl: -0.2785 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [19:18:33.459022] Epoch: [85] [ 300/2904] eta: 0:35:03 lr: 0.002379 loss: 0.1897 (0.2042) loss_rec_all: 0.2157 (0.2299) loss_rec_sfr: 0.2720 (0.3080) loss_cl: -0.2789 (-0.2787) time: 0.7472 data: 0.0002 max mem: 29860 [19:18:48.374491] Epoch: [85] [ 320/2904] eta: 0:34:37 lr: 0.002379 loss: 0.1928 (0.2041) loss_rec_all: 0.2189 (0.2299) loss_rec_sfr: 0.2910 (0.3084) loss_cl: -0.2790 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [19:19:03.304666] Epoch: [85] [ 340/2904] eta: 0:34:12 lr: 0.002379 loss: 0.1906 (0.2040) loss_rec_all: 0.2163 (0.2298) loss_rec_sfr: 0.2756 (0.3079) loss_cl: -0.2790 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [19:19:18.223549] Epoch: [85] [ 360/2904] eta: 0:33:48 lr: 0.002379 loss: 0.1942 (0.2043) loss_rec_all: 0.2205 (0.2300) loss_rec_sfr: 0.2835 (0.3086) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [19:19:33.137388] Epoch: [85] [ 380/2904] eta: 0:33:26 lr: 0.002379 loss: 0.1938 (0.2042) loss_rec_all: 0.2195 (0.2299) loss_rec_sfr: 0.2951 (0.3088) loss_cl: -0.2784 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [19:19:48.056266] Epoch: [85] [ 400/2904] eta: 0:33:04 lr: 0.002379 loss: 0.1904 (0.2040) loss_rec_all: 0.2163 (0.2297) loss_rec_sfr: 0.2815 (0.3084) loss_cl: -0.2786 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [19:20:02.977527] Epoch: [85] [ 420/2904] eta: 0:32:42 lr: 0.002379 loss: 0.1934 (0.2039) loss_rec_all: 0.2194 (0.2297) loss_rec_sfr: 0.2829 (0.3083) loss_cl: -0.2787 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [19:20:17.896417] Epoch: [85] [ 440/2904] eta: 0:32:21 lr: 0.002379 loss: 0.1951 (0.2039) loss_rec_all: 0.2212 (0.2296) loss_rec_sfr: 0.2758 (0.3078) loss_cl: -0.2781 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [19:20:32.824382] Epoch: [85] [ 460/2904] eta: 0:32:01 lr: 0.002379 loss: 0.1904 (0.2037) loss_rec_all: 0.2171 (0.2294) loss_rec_sfr: 0.2651 (0.3067) loss_cl: -0.2802 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [19:20:47.744801] Epoch: [85] [ 480/2904] eta: 0:31:41 lr: 0.002379 loss: 0.1937 (0.2038) loss_rec_all: 0.2196 (0.2295) loss_rec_sfr: 0.2905 (0.3074) loss_cl: -0.2795 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [19:21:02.659734] Epoch: [85] [ 500/2904] eta: 0:31:22 lr: 0.002379 loss: 0.1944 (0.2041) loss_rec_all: 0.2204 (0.2298) loss_rec_sfr: 0.2987 (0.3083) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [19:21:17.575703] Epoch: [85] [ 520/2904] eta: 0:31:03 lr: 0.002379 loss: 0.1933 (0.2042) loss_rec_all: 0.2188 (0.2299) loss_rec_sfr: 0.2999 (0.3091) loss_cl: -0.2782 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [19:21:32.495492] Epoch: [85] [ 540/2904] eta: 0:30:44 lr: 0.002379 loss: 0.1952 (0.2041) loss_rec_all: 0.2212 (0.2298) loss_rec_sfr: 0.2729 (0.3085) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [19:21:47.413363] Epoch: [85] [ 560/2904] eta: 0:30:26 lr: 0.002379 loss: 0.1927 (0.2043) loss_rec_all: 0.2186 (0.2300) loss_rec_sfr: 0.2753 (0.3087) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [19:22:02.334137] Epoch: [85] [ 580/2904] eta: 0:30:07 lr: 0.002379 loss: 0.1919 (0.2042) loss_rec_all: 0.2175 (0.2299) loss_rec_sfr: 0.2887 (0.3090) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [19:22:17.252957] Epoch: [85] [ 600/2904] eta: 0:29:49 lr: 0.002379 loss: 0.2013 (0.2042) loss_rec_all: 0.2275 (0.2299) loss_rec_sfr: 0.2766 (0.3084) loss_cl: -0.2795 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [19:22:32.172040] Epoch: [85] [ 620/2904] eta: 0:29:32 lr: 0.002379 loss: 0.1953 (0.2043) loss_rec_all: 0.2210 (0.2300) loss_rec_sfr: 0.2885 (0.3088) loss_cl: -0.2782 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [19:22:47.091967] Epoch: [85] [ 640/2904] eta: 0:29:14 lr: 0.002379 loss: 0.1927 (0.2040) loss_rec_all: 0.2189 (0.2297) loss_rec_sfr: 0.2559 (0.3077) loss_cl: -0.2780 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [19:23:02.014110] Epoch: [85] [ 660/2904] eta: 0:28:57 lr: 0.002379 loss: 0.1993 (0.2043) loss_rec_all: 0.2253 (0.2300) loss_rec_sfr: 0.3089 (0.3088) loss_cl: -0.2785 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [19:23:16.927266] Epoch: [85] [ 680/2904] eta: 0:28:39 lr: 0.002379 loss: 0.1894 (0.2042) loss_rec_all: 0.2152 (0.2299) loss_rec_sfr: 0.2959 (0.3085) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [19:23:31.844125] Epoch: [85] [ 700/2904] eta: 0:28:22 lr: 0.002379 loss: 0.1905 (0.2041) loss_rec_all: 0.2164 (0.2298) loss_rec_sfr: 0.2894 (0.3083) loss_cl: -0.2801 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [19:23:46.769792] Epoch: [85] [ 720/2904] eta: 0:28:05 lr: 0.002379 loss: 0.1908 (0.2038) loss_rec_all: 0.2165 (0.2296) loss_rec_sfr: 0.2798 (0.3075) loss_cl: -0.2786 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [19:24:01.691165] Epoch: [85] [ 740/2904] eta: 0:27:48 lr: 0.002379 loss: 0.1929 (0.2040) loss_rec_all: 0.2189 (0.2298) loss_rec_sfr: 0.2802 (0.3080) loss_cl: -0.2774 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [19:24:16.613352] Epoch: [85] [ 760/2904] eta: 0:27:31 lr: 0.002379 loss: 0.1901 (0.2041) loss_rec_all: 0.2159 (0.2298) loss_rec_sfr: 0.2927 (0.3084) loss_cl: -0.2778 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [19:24:31.530058] Epoch: [85] [ 780/2904] eta: 0:27:14 lr: 0.002379 loss: 0.1893 (0.2040) loss_rec_all: 0.2157 (0.2297) loss_rec_sfr: 0.2513 (0.3079) loss_cl: -0.2786 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [19:24:46.449561] Epoch: [85] [ 800/2904] eta: 0:26:58 lr: 0.002379 loss: 0.1901 (0.2038) loss_rec_all: 0.2159 (0.2295) loss_rec_sfr: 0.2949 (0.3074) loss_cl: -0.2798 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [19:25:01.369349] Epoch: [85] [ 820/2904] eta: 0:26:41 lr: 0.002379 loss: 0.1941 (0.2040) loss_rec_all: 0.2200 (0.2297) loss_rec_sfr: 0.2947 (0.3082) loss_cl: -0.2788 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [19:25:16.290482] Epoch: [85] [ 840/2904] eta: 0:26:25 lr: 0.002379 loss: 0.1933 (0.2041) loss_rec_all: 0.2189 (0.2298) loss_rec_sfr: 0.2778 (0.3083) loss_cl: -0.2783 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [19:25:31.212165] Epoch: [85] [ 860/2904] eta: 0:26:08 lr: 0.002379 loss: 0.1942 (0.2042) loss_rec_all: 0.2203 (0.2299) loss_rec_sfr: 0.2823 (0.3082) loss_cl: -0.2788 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [19:25:46.132080] Epoch: [85] [ 880/2904] eta: 0:25:52 lr: 0.002379 loss: 0.1884 (0.2040) loss_rec_all: 0.2146 (0.2298) loss_rec_sfr: 0.2681 (0.3077) loss_cl: -0.2791 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [19:26:01.052553] Epoch: [85] [ 900/2904] eta: 0:25:36 lr: 0.002379 loss: 0.2063 (0.2044) loss_rec_all: 0.2323 (0.2301) loss_rec_sfr: 0.3233 (0.3089) loss_cl: -0.2791 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [19:26:15.974960] Epoch: [85] [ 920/2904] eta: 0:25:20 lr: 0.002379 loss: 0.1978 (0.2045) loss_rec_all: 0.2236 (0.2302) loss_rec_sfr: 0.3028 (0.3096) loss_cl: -0.2789 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [19:26:30.889016] Epoch: [85] [ 940/2904] eta: 0:25:03 lr: 0.002379 loss: 0.1946 (0.2044) loss_rec_all: 0.2202 (0.2301) loss_rec_sfr: 0.2791 (0.3093) loss_cl: -0.2788 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [19:26:45.797066] Epoch: [85] [ 960/2904] eta: 0:24:47 lr: 0.002379 loss: 0.1936 (0.2045) loss_rec_all: 0.2195 (0.2302) loss_rec_sfr: 0.2970 (0.3094) loss_cl: -0.2785 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [19:27:00.711542] Epoch: [85] [ 980/2904] eta: 0:24:31 lr: 0.002379 loss: 0.1951 (0.2046) loss_rec_all: 0.2212 (0.2303) loss_rec_sfr: 0.2931 (0.3099) loss_cl: -0.2793 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [19:27:15.626702] Epoch: [85] [1000/2904] eta: 0:24:15 lr: 0.002379 loss: 0.1924 (0.2045) loss_rec_all: 0.2181 (0.2302) loss_rec_sfr: 0.2749 (0.3093) loss_cl: -0.2786 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [19:27:30.541625] Epoch: [85] [1020/2904] eta: 0:23:59 lr: 0.002379 loss: 0.1914 (0.2043) loss_rec_all: 0.2172 (0.2300) loss_rec_sfr: 0.2737 (0.3088) loss_cl: -0.2778 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [19:27:45.461221] Epoch: [85] [1040/2904] eta: 0:23:43 lr: 0.002379 loss: 0.1930 (0.2043) loss_rec_all: 0.2191 (0.2300) loss_rec_sfr: 0.2891 (0.3088) loss_cl: -0.2779 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [19:28:00.378118] Epoch: [85] [1060/2904] eta: 0:23:27 lr: 0.002379 loss: 0.1940 (0.2042) loss_rec_all: 0.2203 (0.2299) loss_rec_sfr: 0.2857 (0.3084) loss_cl: -0.2785 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [19:28:15.298371] Epoch: [85] [1080/2904] eta: 0:23:11 lr: 0.002379 loss: 0.1950 (0.2041) loss_rec_all: 0.2214 (0.2298) loss_rec_sfr: 0.2783 (0.3081) loss_cl: -0.2792 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [19:28:30.216618] Epoch: [85] [1100/2904] eta: 0:22:56 lr: 0.002379 loss: 0.1936 (0.2041) loss_rec_all: 0.2193 (0.2298) loss_rec_sfr: 0.2974 (0.3083) loss_cl: -0.2798 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [19:28:45.136731] Epoch: [85] [1120/2904] eta: 0:22:40 lr: 0.002379 loss: 0.1975 (0.2042) loss_rec_all: 0.2235 (0.2300) loss_rec_sfr: 0.2982 (0.3087) loss_cl: -0.2791 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [19:29:00.051755] Epoch: [85] [1140/2904] eta: 0:22:24 lr: 0.002379 loss: 0.1973 (0.2043) loss_rec_all: 0.2230 (0.2300) loss_rec_sfr: 0.2874 (0.3088) loss_cl: -0.2783 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [19:29:14.967661] Epoch: [85] [1160/2904] eta: 0:22:08 lr: 0.002379 loss: 0.1980 (0.2045) loss_rec_all: 0.2239 (0.2302) loss_rec_sfr: 0.2769 (0.3092) loss_cl: -0.2782 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [19:29:29.888846] Epoch: [85] [1180/2904] eta: 0:21:53 lr: 0.002379 loss: 0.1932 (0.2045) loss_rec_all: 0.2190 (0.2302) loss_rec_sfr: 0.2841 (0.3091) loss_cl: -0.2782 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [19:29:44.809134] Epoch: [85] [1200/2904] eta: 0:21:37 lr: 0.002379 loss: 0.1965 (0.2044) loss_rec_all: 0.2226 (0.2301) loss_rec_sfr: 0.2762 (0.3087) loss_cl: -0.2795 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [19:29:59.735352] Epoch: [85] [1220/2904] eta: 0:21:21 lr: 0.002379 loss: 0.1925 (0.2043) loss_rec_all: 0.2180 (0.2300) loss_rec_sfr: 0.2820 (0.3085) loss_cl: -0.2788 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [19:30:14.662342] Epoch: [85] [1240/2904] eta: 0:21:06 lr: 0.002379 loss: 0.1915 (0.2043) loss_rec_all: 0.2173 (0.2300) loss_rec_sfr: 0.2938 (0.3084) loss_cl: -0.2785 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [19:30:29.586888] Epoch: [85] [1260/2904] eta: 0:20:50 lr: 0.002379 loss: 0.2004 (0.2044) loss_rec_all: 0.2265 (0.2301) loss_rec_sfr: 0.2969 (0.3089) loss_cl: -0.2786 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [19:30:44.512366] Epoch: [85] [1280/2904] eta: 0:20:34 lr: 0.002379 loss: 0.1956 (0.2044) loss_rec_all: 0.2217 (0.2301) loss_rec_sfr: 0.2934 (0.3088) loss_cl: -0.2791 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [19:30:59.437544] Epoch: [85] [1300/2904] eta: 0:20:19 lr: 0.002379 loss: 0.1933 (0.2045) loss_rec_all: 0.2190 (0.2302) loss_rec_sfr: 0.2698 (0.3089) loss_cl: -0.2784 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [19:31:14.366102] Epoch: [85] [1320/2904] eta: 0:20:03 lr: 0.002379 loss: 0.1902 (0.2045) loss_rec_all: 0.2159 (0.2302) loss_rec_sfr: 0.2890 (0.3090) loss_cl: -0.2784 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [19:31:29.289992] Epoch: [85] [1340/2904] eta: 0:19:48 lr: 0.002379 loss: 0.1923 (0.2044) loss_rec_all: 0.2180 (0.2301) loss_rec_sfr: 0.2854 (0.3087) loss_cl: -0.2789 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [19:31:44.212068] Epoch: [85] [1360/2904] eta: 0:19:32 lr: 0.002379 loss: 0.1943 (0.2044) loss_rec_all: 0.2201 (0.2301) loss_rec_sfr: 0.3046 (0.3090) loss_cl: -0.2796 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [19:31:59.136214] Epoch: [85] [1380/2904] eta: 0:19:17 lr: 0.002379 loss: 0.1966 (0.2044) loss_rec_all: 0.2225 (0.2301) loss_rec_sfr: 0.2778 (0.3090) loss_cl: -0.2791 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [19:32:14.062073] Epoch: [85] [1400/2904] eta: 0:19:01 lr: 0.002379 loss: 0.1956 (0.2045) loss_rec_all: 0.2215 (0.2302) loss_rec_sfr: 0.2801 (0.3091) loss_cl: -0.2782 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [19:32:28.996614] Epoch: [85] [1420/2904] eta: 0:18:46 lr: 0.002379 loss: 0.1914 (0.2045) loss_rec_all: 0.2172 (0.2302) loss_rec_sfr: 0.2952 (0.3094) loss_cl: -0.2780 (-0.2787) time: 0.7467 data: 0.0002 max mem: 29860 [19:32:43.917678] Epoch: [85] [1440/2904] eta: 0:18:30 lr: 0.002379 loss: 0.1907 (0.2045) loss_rec_all: 0.2170 (0.2302) loss_rec_sfr: 0.2902 (0.3093) loss_cl: -0.2787 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [19:32:58.840678] Epoch: [85] [1460/2904] eta: 0:18:15 lr: 0.002379 loss: 0.1905 (0.2045) loss_rec_all: 0.2168 (0.2302) loss_rec_sfr: 0.2789 (0.3093) loss_cl: -0.2794 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [19:33:13.762519] Epoch: [85] [1480/2904] eta: 0:18:00 lr: 0.002379 loss: 0.1913 (0.2045) loss_rec_all: 0.2174 (0.2302) loss_rec_sfr: 0.2786 (0.3093) loss_cl: -0.2782 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [19:33:28.689502] Epoch: [85] [1500/2904] eta: 0:17:44 lr: 0.002379 loss: 0.1915 (0.2044) loss_rec_all: 0.2173 (0.2302) loss_rec_sfr: 0.2712 (0.3090) loss_cl: -0.2794 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [19:33:43.611174] Epoch: [85] [1520/2904] eta: 0:17:29 lr: 0.002379 loss: 0.1899 (0.2043) loss_rec_all: 0.2157 (0.2300) loss_rec_sfr: 0.2804 (0.3086) loss_cl: -0.2791 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [19:33:58.534773] Epoch: [85] [1540/2904] eta: 0:17:13 lr: 0.002379 loss: 0.1936 (0.2041) loss_rec_all: 0.2198 (0.2299) loss_rec_sfr: 0.2996 (0.3083) loss_cl: -0.2776 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [19:34:13.455481] Epoch: [85] [1560/2904] eta: 0:16:58 lr: 0.002379 loss: 0.1975 (0.2042) loss_rec_all: 0.2231 (0.2299) loss_rec_sfr: 0.2883 (0.3085) loss_cl: -0.2788 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [19:34:28.376196] Epoch: [85] [1580/2904] eta: 0:16:43 lr: 0.002379 loss: 0.1955 (0.2042) loss_rec_all: 0.2212 (0.2299) loss_rec_sfr: 0.2921 (0.3085) loss_cl: -0.2798 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [19:34:43.296104] Epoch: [85] [1600/2904] eta: 0:16:27 lr: 0.002379 loss: 0.1932 (0.2042) loss_rec_all: 0.2193 (0.2299) loss_rec_sfr: 0.2765 (0.3083) loss_cl: -0.2788 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [19:34:58.215325] Epoch: [85] [1620/2904] eta: 0:16:12 lr: 0.002379 loss: 0.1916 (0.2041) loss_rec_all: 0.2178 (0.2299) loss_rec_sfr: 0.2716 (0.3082) loss_cl: -0.2789 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [19:35:13.135322] Epoch: [85] [1640/2904] eta: 0:15:57 lr: 0.002379 loss: 0.1938 (0.2042) loss_rec_all: 0.2199 (0.2299) loss_rec_sfr: 0.2749 (0.3083) loss_cl: -0.2783 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [19:35:28.052162] Epoch: [85] [1660/2904] eta: 0:15:41 lr: 0.002379 loss: 0.2028 (0.2044) loss_rec_all: 0.2288 (0.2301) loss_rec_sfr: 0.3044 (0.3089) loss_cl: -0.2783 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [19:35:42.967766] Epoch: [85] [1680/2904] eta: 0:15:26 lr: 0.002379 loss: 0.1913 (0.2043) loss_rec_all: 0.2170 (0.2301) loss_rec_sfr: 0.3054 (0.3090) loss_cl: -0.2786 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [19:35:57.879802] Epoch: [85] [1700/2904] eta: 0:15:11 lr: 0.002379 loss: 0.1915 (0.2043) loss_rec_all: 0.2174 (0.2300) loss_rec_sfr: 0.2777 (0.3088) loss_cl: -0.2794 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [19:36:12.795060] Epoch: [85] [1720/2904] eta: 0:14:56 lr: 0.002379 loss: 0.1937 (0.2043) loss_rec_all: 0.2195 (0.2300) loss_rec_sfr: 0.2810 (0.3088) loss_cl: -0.2794 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [19:36:27.718973] Epoch: [85] [1740/2904] eta: 0:14:40 lr: 0.002379 loss: 0.1981 (0.2043) loss_rec_all: 0.2240 (0.2300) loss_rec_sfr: 0.2874 (0.3089) loss_cl: -0.2784 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [19:36:42.641887] Epoch: [85] [1760/2904] eta: 0:14:25 lr: 0.002379 loss: 0.1950 (0.2044) loss_rec_all: 0.2208 (0.2301) loss_rec_sfr: 0.2924 (0.3090) loss_cl: -0.2793 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [19:36:57.565184] Epoch: [85] [1780/2904] eta: 0:14:10 lr: 0.002379 loss: 0.2011 (0.2045) loss_rec_all: 0.2269 (0.2302) loss_rec_sfr: 0.2838 (0.3093) loss_cl: -0.2782 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [19:37:12.484807] Epoch: [85] [1800/2904] eta: 0:13:54 lr: 0.002379 loss: 0.1931 (0.2044) loss_rec_all: 0.2189 (0.2301) loss_rec_sfr: 0.2820 (0.3092) loss_cl: -0.2783 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [19:37:27.402764] Epoch: [85] [1820/2904] eta: 0:13:39 lr: 0.002379 loss: 0.1955 (0.2044) loss_rec_all: 0.2212 (0.2301) loss_rec_sfr: 0.2784 (0.3090) loss_cl: -0.2782 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [19:37:42.318397] Epoch: [85] [1840/2904] eta: 0:13:24 lr: 0.002379 loss: 0.1957 (0.2044) loss_rec_all: 0.2217 (0.2301) loss_rec_sfr: 0.2909 (0.3090) loss_cl: -0.2792 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [19:37:57.238047] Epoch: [85] [1860/2904] eta: 0:13:09 lr: 0.002379 loss: 0.1951 (0.2045) loss_rec_all: 0.2214 (0.2302) loss_rec_sfr: 0.2891 (0.3092) loss_cl: -0.2796 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [19:38:12.156498] Epoch: [85] [1880/2904] eta: 0:12:53 lr: 0.002379 loss: 0.1928 (0.2046) loss_rec_all: 0.2189 (0.2303) loss_rec_sfr: 0.3033 (0.3096) loss_cl: -0.2786 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [19:38:27.077314] Epoch: [85] [1900/2904] eta: 0:12:38 lr: 0.002379 loss: 0.1961 (0.2045) loss_rec_all: 0.2220 (0.2303) loss_rec_sfr: 0.2876 (0.3096) loss_cl: -0.2780 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [19:38:41.999417] Epoch: [85] [1920/2904] eta: 0:12:23 lr: 0.002379 loss: 0.1916 (0.2045) loss_rec_all: 0.2178 (0.2302) loss_rec_sfr: 0.2880 (0.3096) loss_cl: -0.2788 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [19:38:56.920622] Epoch: [85] [1940/2904] eta: 0:12:08 lr: 0.002379 loss: 0.1897 (0.2044) loss_rec_all: 0.2162 (0.2301) loss_rec_sfr: 0.2772 (0.3092) loss_cl: -0.2792 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [19:39:11.841400] Epoch: [85] [1960/2904] eta: 0:11:53 lr: 0.002379 loss: 0.1962 (0.2044) loss_rec_all: 0.2225 (0.2301) loss_rec_sfr: 0.2767 (0.3092) loss_cl: -0.2788 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [19:39:26.764366] Epoch: [85] [1980/2904] eta: 0:11:37 lr: 0.002379 loss: 0.1967 (0.2044) loss_rec_all: 0.2223 (0.2301) loss_rec_sfr: 0.2870 (0.3091) loss_cl: -0.2795 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [19:39:41.686778] Epoch: [85] [2000/2904] eta: 0:11:22 lr: 0.002379 loss: 0.1924 (0.2044) loss_rec_all: 0.2188 (0.2301) loss_rec_sfr: 0.2799 (0.3092) loss_cl: -0.2795 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [19:39:56.614897] Epoch: [85] [2020/2904] eta: 0:11:07 lr: 0.002379 loss: 0.1904 (0.2043) loss_rec_all: 0.2162 (0.2300) loss_rec_sfr: 0.2554 (0.3088) loss_cl: -0.2791 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [19:40:11.536713] Epoch: [85] [2040/2904] eta: 0:10:52 lr: 0.002379 loss: 0.1927 (0.2042) loss_rec_all: 0.2187 (0.2299) loss_rec_sfr: 0.2608 (0.3084) loss_cl: -0.2787 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [19:40:26.461043] Epoch: [85] [2060/2904] eta: 0:10:37 lr: 0.002379 loss: 0.1941 (0.2042) loss_rec_all: 0.2201 (0.2300) loss_rec_sfr: 0.2712 (0.3084) loss_cl: -0.2780 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [19:40:41.381449] Epoch: [85] [2080/2904] eta: 0:10:22 lr: 0.002379 loss: 0.1988 (0.2043) loss_rec_all: 0.2244 (0.2300) loss_rec_sfr: 0.2812 (0.3084) loss_cl: -0.2786 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [19:40:56.306320] Epoch: [85] [2100/2904] eta: 0:10:06 lr: 0.002379 loss: 0.1935 (0.2043) loss_rec_all: 0.2196 (0.2300) loss_rec_sfr: 0.3016 (0.3085) loss_cl: -0.2794 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [19:41:11.229401] Epoch: [85] [2120/2904] eta: 0:09:51 lr: 0.002379 loss: 0.1945 (0.2043) loss_rec_all: 0.2203 (0.2300) loss_rec_sfr: 0.2944 (0.3085) loss_cl: -0.2797 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [19:41:26.148919] Epoch: [85] [2140/2904] eta: 0:09:36 lr: 0.002379 loss: 0.1937 (0.2043) loss_rec_all: 0.2194 (0.2300) loss_rec_sfr: 0.2822 (0.3086) loss_cl: -0.2786 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [19:41:41.064263] Epoch: [85] [2160/2904] eta: 0:09:21 lr: 0.002379 loss: 0.1943 (0.2042) loss_rec_all: 0.2200 (0.2299) loss_rec_sfr: 0.2944 (0.3084) loss_cl: -0.2784 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [19:41:55.983513] Epoch: [85] [2180/2904] eta: 0:09:06 lr: 0.002379 loss: 0.1978 (0.2043) loss_rec_all: 0.2233 (0.2300) loss_rec_sfr: 0.2946 (0.3086) loss_cl: -0.2793 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [19:42:10.899776] Epoch: [85] [2200/2904] eta: 0:08:51 lr: 0.002379 loss: 0.1946 (0.2043) loss_rec_all: 0.2205 (0.2300) loss_rec_sfr: 0.2887 (0.3087) loss_cl: -0.2789 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [19:42:25.823612] Epoch: [85] [2220/2904] eta: 0:08:35 lr: 0.002379 loss: 0.1908 (0.2043) loss_rec_all: 0.2165 (0.2300) loss_rec_sfr: 0.3043 (0.3089) loss_cl: -0.2786 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [19:42:40.741668] Epoch: [85] [2240/2904] eta: 0:08:20 lr: 0.002379 loss: 0.1947 (0.2043) loss_rec_all: 0.2209 (0.2300) loss_rec_sfr: 0.2813 (0.3088) loss_cl: -0.2786 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [19:42:55.664692] Epoch: [85] [2260/2904] eta: 0:08:05 lr: 0.002379 loss: 0.1951 (0.2043) loss_rec_all: 0.2208 (0.2300) loss_rec_sfr: 0.3031 (0.3089) loss_cl: -0.2795 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [19:43:10.586551] Epoch: [85] [2280/2904] eta: 0:07:50 lr: 0.002379 loss: 0.1964 (0.2044) loss_rec_all: 0.2227 (0.2301) loss_rec_sfr: 0.2888 (0.3090) loss_cl: -0.2791 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [19:43:25.514356] Epoch: [85] [2300/2904] eta: 0:07:35 lr: 0.002379 loss: 0.1923 (0.2043) loss_rec_all: 0.2185 (0.2300) loss_rec_sfr: 0.2727 (0.3087) loss_cl: -0.2783 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [19:43:40.437472] Epoch: [85] [2320/2904] eta: 0:07:20 lr: 0.002379 loss: 0.1956 (0.2043) loss_rec_all: 0.2212 (0.2300) loss_rec_sfr: 0.2955 (0.3090) loss_cl: -0.2778 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [19:43:55.354274] Epoch: [85] [2340/2904] eta: 0:07:05 lr: 0.002379 loss: 0.1987 (0.2044) loss_rec_all: 0.2247 (0.2301) loss_rec_sfr: 0.2770 (0.3091) loss_cl: -0.2786 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [19:44:10.270238] Epoch: [85] [2360/2904] eta: 0:06:50 lr: 0.002379 loss: 0.1928 (0.2044) loss_rec_all: 0.2185 (0.2301) loss_rec_sfr: 0.2992 (0.3092) loss_cl: -0.2794 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [19:44:25.189720] Epoch: [85] [2380/2904] eta: 0:06:34 lr: 0.002379 loss: 0.1907 (0.2044) loss_rec_all: 0.2165 (0.2301) loss_rec_sfr: 0.2799 (0.3091) loss_cl: -0.2790 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [19:44:40.108505] Epoch: [85] [2400/2904] eta: 0:06:19 lr: 0.002379 loss: 0.1907 (0.2044) loss_rec_all: 0.2168 (0.2301) loss_rec_sfr: 0.2704 (0.3088) loss_cl: -0.2787 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [19:44:55.028586] Epoch: [85] [2420/2904] eta: 0:06:04 lr: 0.002379 loss: 0.1943 (0.2044) loss_rec_all: 0.2202 (0.2301) loss_rec_sfr: 0.2858 (0.3089) loss_cl: -0.2784 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [19:45:09.942355] Epoch: [85] [2440/2904] eta: 0:05:49 lr: 0.002379 loss: 0.1908 (0.2043) loss_rec_all: 0.2171 (0.2300) loss_rec_sfr: 0.2725 (0.3088) loss_cl: -0.2795 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [19:45:24.858425] Epoch: [85] [2460/2904] eta: 0:05:34 lr: 0.002379 loss: 0.1917 (0.2043) loss_rec_all: 0.2176 (0.2300) loss_rec_sfr: 0.2659 (0.3087) loss_cl: -0.2795 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [19:45:39.777121] Epoch: [85] [2480/2904] eta: 0:05:19 lr: 0.002379 loss: 0.1925 (0.2043) loss_rec_all: 0.2183 (0.2300) loss_rec_sfr: 0.2896 (0.3086) loss_cl: -0.2795 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [19:45:54.693288] Epoch: [85] [2500/2904] eta: 0:05:04 lr: 0.002379 loss: 0.1933 (0.2042) loss_rec_all: 0.2192 (0.2300) loss_rec_sfr: 0.2926 (0.3086) loss_cl: -0.2786 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [19:46:09.611011] Epoch: [85] [2520/2904] eta: 0:04:49 lr: 0.002378 loss: 0.1937 (0.2043) loss_rec_all: 0.2193 (0.2300) loss_rec_sfr: 0.2908 (0.3087) loss_cl: -0.2784 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [19:46:24.527571] Epoch: [85] [2540/2904] eta: 0:04:34 lr: 0.002378 loss: 0.1927 (0.2043) loss_rec_all: 0.2189 (0.2300) loss_rec_sfr: 0.3018 (0.3088) loss_cl: -0.2783 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [19:46:39.444330] Epoch: [85] [2560/2904] eta: 0:04:19 lr: 0.002378 loss: 0.1943 (0.2043) loss_rec_all: 0.2202 (0.2300) loss_rec_sfr: 0.2706 (0.3087) loss_cl: -0.2796 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [19:46:54.360708] Epoch: [85] [2580/2904] eta: 0:04:04 lr: 0.002378 loss: 0.1951 (0.2043) loss_rec_all: 0.2209 (0.2300) loss_rec_sfr: 0.2835 (0.3087) loss_cl: -0.2792 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [19:47:09.278725] Epoch: [85] [2600/2904] eta: 0:03:48 lr: 0.002378 loss: 0.1907 (0.2043) loss_rec_all: 0.2168 (0.2300) loss_rec_sfr: 0.2945 (0.3088) loss_cl: -0.2788 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [19:47:24.192831] Epoch: [85] [2620/2904] eta: 0:03:33 lr: 0.002378 loss: 0.1921 (0.2042) loss_rec_all: 0.2179 (0.2299) loss_rec_sfr: 0.2550 (0.3084) loss_cl: -0.2789 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [19:47:39.111310] Epoch: [85] [2640/2904] eta: 0:03:18 lr: 0.002378 loss: 0.1997 (0.2042) loss_rec_all: 0.2254 (0.2299) loss_rec_sfr: 0.3003 (0.3086) loss_cl: -0.2781 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [19:47:54.032245] Epoch: [85] [2660/2904] eta: 0:03:03 lr: 0.002378 loss: 0.1908 (0.2042) loss_rec_all: 0.2170 (0.2299) loss_rec_sfr: 0.2660 (0.3084) loss_cl: -0.2784 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [19:48:08.953125] Epoch: [85] [2680/2904] eta: 0:02:48 lr: 0.002378 loss: 0.1897 (0.2041) loss_rec_all: 0.2157 (0.2298) loss_rec_sfr: 0.2799 (0.3082) loss_cl: -0.2780 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [19:48:23.876698] Epoch: [85] [2700/2904] eta: 0:02:33 lr: 0.002378 loss: 0.1952 (0.2041) loss_rec_all: 0.2209 (0.2298) loss_rec_sfr: 0.2786 (0.3080) loss_cl: -0.2792 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [19:48:38.793128] Epoch: [85] [2720/2904] eta: 0:02:18 lr: 0.002378 loss: 0.1961 (0.2041) loss_rec_all: 0.2221 (0.2298) loss_rec_sfr: 0.3005 (0.3082) loss_cl: -0.2790 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [19:48:53.711820] Epoch: [85] [2740/2904] eta: 0:02:03 lr: 0.002378 loss: 0.1901 (0.2041) loss_rec_all: 0.2161 (0.2298) loss_rec_sfr: 0.2892 (0.3082) loss_cl: -0.2791 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [19:49:08.628135] Epoch: [85] [2760/2904] eta: 0:01:48 lr: 0.002378 loss: 0.1914 (0.2041) loss_rec_all: 0.2172 (0.2298) loss_rec_sfr: 0.2934 (0.3081) loss_cl: -0.2788 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [19:49:23.548798] Epoch: [85] [2780/2904] eta: 0:01:33 lr: 0.002378 loss: 0.1935 (0.2041) loss_rec_all: 0.2193 (0.2298) loss_rec_sfr: 0.3020 (0.3082) loss_cl: -0.2787 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [19:49:38.470471] Epoch: [85] [2800/2904] eta: 0:01:18 lr: 0.002378 loss: 0.1963 (0.2041) loss_rec_all: 0.2219 (0.2298) loss_rec_sfr: 0.3059 (0.3085) loss_cl: -0.2783 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [19:49:53.390614] Epoch: [85] [2820/2904] eta: 0:01:03 lr: 0.002378 loss: 0.1908 (0.2041) loss_rec_all: 0.2165 (0.2298) loss_rec_sfr: 0.2986 (0.3084) loss_cl: -0.2786 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [19:50:08.341759] Epoch: [85] [2840/2904] eta: 0:00:48 lr: 0.002378 loss: 0.1942 (0.2041) loss_rec_all: 0.2206 (0.2298) loss_rec_sfr: 0.2669 (0.3085) loss_cl: -0.2795 (-0.2787) time: 0.7475 data: 0.0023 max mem: 29860 [19:50:23.247188] Epoch: [85] [2860/2904] eta: 0:00:33 lr: 0.002378 loss: 0.1916 (0.2041) loss_rec_all: 0.2181 (0.2298) loss_rec_sfr: 0.2713 (0.3084) loss_cl: -0.2796 (-0.2787) time: 0.7452 data: 0.0001 max mem: 29860 [19:50:38.149710] Epoch: [85] [2880/2904] eta: 0:00:18 lr: 0.002378 loss: 0.1927 (0.2041) loss_rec_all: 0.2184 (0.2299) loss_rec_sfr: 0.2830 (0.3085) loss_cl: -0.2777 (-0.2787) time: 0.7451 data: 0.0001 max mem: 29860 [19:50:53.053975] Epoch: [85] [2900/2904] eta: 0:00:03 lr: 0.002378 loss: 0.1923 (0.2041) loss_rec_all: 0.2182 (0.2298) loss_rec_sfr: 0.2761 (0.3084) loss_cl: -0.2775 (-0.2787) time: 0.7452 data: 0.0001 max mem: 29860 [19:50:55.295966] Epoch: [85] [2903/2904] eta: 0:00:00 lr: 0.002378 loss: 0.1923 (0.2041) loss_rec_all: 0.2182 (0.2298) loss_rec_sfr: 0.2726 (0.3083) loss_cl: -0.2775 (-0.2787) time: 0.7451 data: 0.0001 max mem: 29860 [19:50:57.385169] Epoch: [85] Total time: 0:36:27 (0.7531 s / it) [19:50:57.396590] Averaged stats: lr: 0.002378 loss: 0.1923 (0.2062) loss_rec_all: 0.2182 (0.2296) loss_rec_sfr: 0.2726 (0.3068) loss_cl: -0.2775 (-0.2555) [19:50:57.401309] log_dir: ./checkpoint/VF2_ViT-B [19:51:14.092546] Epoch: [86] [ 0/2904] eta: 13:27:47 lr: 0.002378 loss: 0.1862 (0.1862) loss_rec_all: 0.2126 (0.2126) loss_rec_sfr: 0.2179 (0.2179) loss_cl: -0.2790 (-0.2790) time: 16.6901 data: 9.2685 max mem: 29860 [19:51:30.535386] Epoch: [86] [ 20/2904] eta: 1:15:50 lr: 0.002378 loss: 0.1916 (0.1990) loss_rec_all: 0.2177 (0.2248) loss_rec_sfr: 0.2900 (0.2962) loss_cl: -0.2784 (-0.2786) time: 0.8221 data: 0.0270 max mem: 29860 [19:51:45.403208] Epoch: [86] [ 40/2904] eta: 0:55:52 lr: 0.002378 loss: 0.1956 (0.1994) loss_rec_all: 0.2216 (0.2253) loss_rec_sfr: 0.2844 (0.2947) loss_cl: -0.2792 (-0.2789) time: 0.7434 data: 0.0002 max mem: 29860 [19:52:00.283653] Epoch: [86] [ 60/2904] eta: 0:48:51 lr: 0.002378 loss: 0.1954 (0.1986) loss_rec_all: 0.2213 (0.2245) loss_rec_sfr: 0.2903 (0.2937) loss_cl: -0.2802 (-0.2793) time: 0.7440 data: 0.0002 max mem: 29860 [19:52:15.179595] Epoch: [86] [ 80/2904] eta: 0:45:11 lr: 0.002378 loss: 0.1883 (0.1982) loss_rec_all: 0.2145 (0.2241) loss_rec_sfr: 0.2770 (0.2910) loss_cl: -0.2797 (-0.2793) time: 0.7448 data: 0.0002 max mem: 29860 [19:52:30.094604] Epoch: [86] [ 100/2904] eta: 0:42:53 lr: 0.002378 loss: 0.1931 (0.1997) loss_rec_all: 0.2192 (0.2255) loss_rec_sfr: 0.2873 (0.2972) loss_cl: -0.2785 (-0.2791) time: 0.7457 data: 0.0002 max mem: 29860 [19:52:45.027275] Epoch: [86] [ 120/2904] eta: 0:41:16 lr: 0.002378 loss: 0.1972 (0.2010) loss_rec_all: 0.2230 (0.2268) loss_rec_sfr: 0.2755 (0.2998) loss_cl: -0.2781 (-0.2790) time: 0.7466 data: 0.0002 max mem: 29860 [19:52:59.963166] Epoch: [86] [ 140/2904] eta: 0:40:02 lr: 0.002378 loss: 0.1918 (0.2007) loss_rec_all: 0.2175 (0.2265) loss_rec_sfr: 0.2836 (0.2992) loss_cl: -0.2779 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [19:53:14.894487] Epoch: [86] [ 160/2904] eta: 0:39:03 lr: 0.002378 loss: 0.1925 (0.2004) loss_rec_all: 0.2182 (0.2262) loss_rec_sfr: 0.2865 (0.2980) loss_cl: -0.2785 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [19:53:29.836133] Epoch: [86] [ 180/2904] eta: 0:38:13 lr: 0.002378 loss: 0.1935 (0.2012) loss_rec_all: 0.2193 (0.2270) loss_rec_sfr: 0.3045 (0.3007) loss_cl: -0.2789 (-0.2788) time: 0.7470 data: 0.0002 max mem: 29860 [19:53:44.771819] Epoch: [86] [ 200/2904] eta: 0:37:31 lr: 0.002378 loss: 0.1935 (0.2013) loss_rec_all: 0.2193 (0.2271) loss_rec_sfr: 0.2808 (0.3011) loss_cl: -0.2791 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [19:53:59.697905] Epoch: [86] [ 220/2904] eta: 0:36:53 lr: 0.002378 loss: 0.1932 (0.2013) loss_rec_all: 0.2191 (0.2271) loss_rec_sfr: 0.2945 (0.3015) loss_cl: -0.2798 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [19:54:14.624753] Epoch: [86] [ 240/2904] eta: 0:36:19 lr: 0.002378 loss: 0.1940 (0.2011) loss_rec_all: 0.2199 (0.2269) loss_rec_sfr: 0.2744 (0.3001) loss_cl: -0.2785 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [19:54:29.548646] Epoch: [86] [ 260/2904] eta: 0:35:48 lr: 0.002378 loss: 0.1929 (0.2014) loss_rec_all: 0.2186 (0.2272) loss_rec_sfr: 0.2937 (0.3012) loss_cl: -0.2790 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [19:54:44.471816] Epoch: [86] [ 280/2904] eta: 0:35:20 lr: 0.002378 loss: 0.1933 (0.2017) loss_rec_all: 0.2193 (0.2275) loss_rec_sfr: 0.2815 (0.3017) loss_cl: -0.2791 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [19:54:59.419237] Epoch: [86] [ 300/2904] eta: 0:34:53 lr: 0.002378 loss: 0.1916 (0.2015) loss_rec_all: 0.2173 (0.2273) loss_rec_sfr: 0.2789 (0.3005) loss_cl: -0.2789 (-0.2789) time: 0.7473 data: 0.0002 max mem: 29860 [19:55:14.337689] Epoch: [86] [ 320/2904] eta: 0:34:28 lr: 0.002378 loss: 0.1948 (0.2018) loss_rec_all: 0.2206 (0.2276) loss_rec_sfr: 0.2750 (0.3012) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [19:55:29.391096] Epoch: [86] [ 340/2904] eta: 0:34:04 lr: 0.002378 loss: 0.1902 (0.2019) loss_rec_all: 0.2159 (0.2277) loss_rec_sfr: 0.2494 (0.3016) loss_cl: -0.2763 (-0.2787) time: 0.7526 data: 0.0002 max mem: 29860 [19:55:44.313744] Epoch: [86] [ 360/2904] eta: 0:33:41 lr: 0.002378 loss: 0.1902 (0.2022) loss_rec_all: 0.2164 (0.2279) loss_rec_sfr: 0.2938 (0.3025) loss_cl: -0.2775 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [19:55:59.236376] Epoch: [86] [ 380/2904] eta: 0:33:19 lr: 0.002378 loss: 0.1898 (0.2018) loss_rec_all: 0.2157 (0.2276) loss_rec_sfr: 0.2913 (0.3018) loss_cl: -0.2779 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [19:56:14.162158] Epoch: [86] [ 400/2904] eta: 0:32:57 lr: 0.002378 loss: 0.1961 (0.2023) loss_rec_all: 0.2218 (0.2281) loss_rec_sfr: 0.2981 (0.3032) loss_cl: -0.2796 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [19:56:29.084414] Epoch: [86] [ 420/2904] eta: 0:32:36 lr: 0.002378 loss: 0.1914 (0.2022) loss_rec_all: 0.2174 (0.2280) loss_rec_sfr: 0.2985 (0.3034) loss_cl: -0.2798 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [19:56:44.008223] Epoch: [86] [ 440/2904] eta: 0:32:16 lr: 0.002378 loss: 0.1905 (0.2023) loss_rec_all: 0.2163 (0.2280) loss_rec_sfr: 0.2922 (0.3038) loss_cl: -0.2780 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [19:56:58.933830] Epoch: [86] [ 460/2904] eta: 0:31:56 lr: 0.002378 loss: 0.1928 (0.2021) loss_rec_all: 0.2185 (0.2279) loss_rec_sfr: 0.2931 (0.3033) loss_cl: -0.2782 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [19:57:13.857136] Epoch: [86] [ 480/2904] eta: 0:31:37 lr: 0.002378 loss: 0.1933 (0.2025) loss_rec_all: 0.2194 (0.2282) loss_rec_sfr: 0.2941 (0.3047) loss_cl: -0.2785 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [19:57:28.792694] Epoch: [86] [ 500/2904] eta: 0:31:17 lr: 0.002378 loss: 0.1916 (0.2024) loss_rec_all: 0.2179 (0.2281) loss_rec_sfr: 0.2970 (0.3046) loss_cl: -0.2791 (-0.2786) time: 0.7467 data: 0.0002 max mem: 29860 [19:57:43.743040] Epoch: [86] [ 520/2904] eta: 0:30:59 lr: 0.002378 loss: 0.1943 (0.2023) loss_rec_all: 0.2198 (0.2281) loss_rec_sfr: 0.2780 (0.3043) loss_cl: -0.2784 (-0.2786) time: 0.7475 data: 0.0002 max mem: 29860 [19:57:58.670011] Epoch: [86] [ 540/2904] eta: 0:30:40 lr: 0.002378 loss: 0.1962 (0.2028) loss_rec_all: 0.2220 (0.2285) loss_rec_sfr: 0.3004 (0.3053) loss_cl: -0.2794 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [19:58:13.590992] Epoch: [86] [ 560/2904] eta: 0:30:22 lr: 0.002378 loss: 0.1937 (0.2028) loss_rec_all: 0.2200 (0.2286) loss_rec_sfr: 0.2801 (0.3055) loss_cl: -0.2787 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [19:58:28.516237] Epoch: [86] [ 580/2904] eta: 0:30:04 lr: 0.002378 loss: 0.1962 (0.2030) loss_rec_all: 0.2223 (0.2287) loss_rec_sfr: 0.2764 (0.3057) loss_cl: -0.2786 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [19:58:43.437765] Epoch: [86] [ 600/2904] eta: 0:29:46 lr: 0.002378 loss: 0.1937 (0.2027) loss_rec_all: 0.2197 (0.2285) loss_rec_sfr: 0.2723 (0.3047) loss_cl: -0.2784 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [19:58:58.359676] Epoch: [86] [ 620/2904] eta: 0:29:28 lr: 0.002378 loss: 0.1902 (0.2025) loss_rec_all: 0.2160 (0.2282) loss_rec_sfr: 0.2793 (0.3039) loss_cl: -0.2793 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [19:59:13.282187] Epoch: [86] [ 640/2904] eta: 0:29:11 lr: 0.002378 loss: 0.1910 (0.2022) loss_rec_all: 0.2174 (0.2280) loss_rec_sfr: 0.2708 (0.3030) loss_cl: -0.2798 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [19:59:28.220529] Epoch: [86] [ 660/2904] eta: 0:28:54 lr: 0.002378 loss: 0.1926 (0.2024) loss_rec_all: 0.2189 (0.2281) loss_rec_sfr: 0.2749 (0.3031) loss_cl: -0.2794 (-0.2787) time: 0.7469 data: 0.0002 max mem: 29860 [19:59:43.152695] Epoch: [86] [ 680/2904] eta: 0:28:36 lr: 0.002378 loss: 0.1954 (0.2024) loss_rec_all: 0.2213 (0.2281) loss_rec_sfr: 0.2779 (0.3029) loss_cl: -0.2788 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [19:59:58.077046] Epoch: [86] [ 700/2904] eta: 0:28:19 lr: 0.002378 loss: 0.1910 (0.2024) loss_rec_all: 0.2170 (0.2282) loss_rec_sfr: 0.2770 (0.3034) loss_cl: -0.2795 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [20:00:13.001145] Epoch: [86] [ 720/2904] eta: 0:28:02 lr: 0.002378 loss: 0.1917 (0.2025) loss_rec_all: 0.2178 (0.2283) loss_rec_sfr: 0.2661 (0.3033) loss_cl: -0.2788 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [20:00:27.934392] Epoch: [86] [ 740/2904] eta: 0:27:46 lr: 0.002378 loss: 0.1949 (0.2026) loss_rec_all: 0.2206 (0.2283) loss_rec_sfr: 0.2989 (0.3038) loss_cl: -0.2788 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [20:00:42.865243] Epoch: [86] [ 760/2904] eta: 0:27:29 lr: 0.002378 loss: 0.1917 (0.2025) loss_rec_all: 0.2181 (0.2283) loss_rec_sfr: 0.2826 (0.3036) loss_cl: -0.2791 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [20:00:57.792739] Epoch: [86] [ 780/2904] eta: 0:27:12 lr: 0.002378 loss: 0.1902 (0.2023) loss_rec_all: 0.2164 (0.2281) loss_rec_sfr: 0.2818 (0.3030) loss_cl: -0.2792 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [20:01:12.720395] Epoch: [86] [ 800/2904] eta: 0:26:56 lr: 0.002378 loss: 0.1909 (0.2023) loss_rec_all: 0.2168 (0.2280) loss_rec_sfr: 0.2752 (0.3026) loss_cl: -0.2782 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [20:01:27.644707] Epoch: [86] [ 820/2904] eta: 0:26:39 lr: 0.002378 loss: 0.2044 (0.2027) loss_rec_all: 0.2303 (0.2285) loss_rec_sfr: 0.2978 (0.3040) loss_cl: -0.2788 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [20:01:42.567002] Epoch: [86] [ 840/2904] eta: 0:26:23 lr: 0.002378 loss: 0.1913 (0.2027) loss_rec_all: 0.2171 (0.2285) loss_rec_sfr: 0.2734 (0.3040) loss_cl: -0.2783 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [20:01:57.501309] Epoch: [86] [ 860/2904] eta: 0:26:06 lr: 0.002378 loss: 0.1943 (0.2029) loss_rec_all: 0.2206 (0.2286) loss_rec_sfr: 0.2915 (0.3044) loss_cl: -0.2791 (-0.2787) time: 0.7467 data: 0.0002 max mem: 29860 [20:02:12.424364] Epoch: [86] [ 880/2904] eta: 0:25:50 lr: 0.002378 loss: 0.1914 (0.2029) loss_rec_all: 0.2177 (0.2287) loss_rec_sfr: 0.2567 (0.3044) loss_cl: -0.2790 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [20:02:27.356104] Epoch: [86] [ 900/2904] eta: 0:25:34 lr: 0.002378 loss: 0.1900 (0.2030) loss_rec_all: 0.2160 (0.2287) loss_rec_sfr: 0.3077 (0.3048) loss_cl: -0.2782 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [20:02:42.289045] Epoch: [86] [ 920/2904] eta: 0:25:18 lr: 0.002378 loss: 0.1923 (0.2030) loss_rec_all: 0.2185 (0.2287) loss_rec_sfr: 0.2770 (0.3047) loss_cl: -0.2793 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [20:02:57.218881] Epoch: [86] [ 940/2904] eta: 0:25:02 lr: 0.002378 loss: 0.1915 (0.2029) loss_rec_all: 0.2176 (0.2286) loss_rec_sfr: 0.2924 (0.3046) loss_cl: -0.2791 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [20:03:12.141529] Epoch: [86] [ 960/2904] eta: 0:24:46 lr: 0.002378 loss: 0.1945 (0.2028) loss_rec_all: 0.2202 (0.2285) loss_rec_sfr: 0.2868 (0.3043) loss_cl: -0.2791 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [20:03:27.071834] Epoch: [86] [ 980/2904] eta: 0:24:30 lr: 0.002378 loss: 0.1916 (0.2028) loss_rec_all: 0.2175 (0.2285) loss_rec_sfr: 0.2851 (0.3043) loss_cl: -0.2791 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [20:03:42.003941] Epoch: [86] [1000/2904] eta: 0:24:14 lr: 0.002378 loss: 0.1920 (0.2027) loss_rec_all: 0.2176 (0.2284) loss_rec_sfr: 0.2839 (0.3041) loss_cl: -0.2790 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [20:03:56.927892] Epoch: [86] [1020/2904] eta: 0:23:58 lr: 0.002378 loss: 0.1934 (0.2028) loss_rec_all: 0.2197 (0.2285) loss_rec_sfr: 0.2818 (0.3044) loss_cl: -0.2790 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [20:04:11.849418] Epoch: [86] [1040/2904] eta: 0:23:42 lr: 0.002378 loss: 0.1937 (0.2027) loss_rec_all: 0.2192 (0.2284) loss_rec_sfr: 0.2770 (0.3041) loss_cl: -0.2780 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [20:04:26.770299] Epoch: [86] [1060/2904] eta: 0:23:26 lr: 0.002378 loss: 0.1913 (0.2026) loss_rec_all: 0.2172 (0.2284) loss_rec_sfr: 0.2704 (0.3037) loss_cl: -0.2785 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [20:04:41.697881] Epoch: [86] [1080/2904] eta: 0:23:10 lr: 0.002378 loss: 0.1944 (0.2027) loss_rec_all: 0.2202 (0.2284) loss_rec_sfr: 0.2797 (0.3039) loss_cl: -0.2795 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [20:04:56.628217] Epoch: [86] [1100/2904] eta: 0:22:55 lr: 0.002378 loss: 0.1952 (0.2027) loss_rec_all: 0.2215 (0.2284) loss_rec_sfr: 0.2836 (0.3038) loss_cl: -0.2792 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [20:05:11.550604] Epoch: [86] [1120/2904] eta: 0:22:39 lr: 0.002378 loss: 0.1955 (0.2030) loss_rec_all: 0.2216 (0.2287) loss_rec_sfr: 0.2993 (0.3046) loss_cl: -0.2787 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [20:05:26.473786] Epoch: [86] [1140/2904] eta: 0:22:23 lr: 0.002378 loss: 0.1935 (0.2031) loss_rec_all: 0.2195 (0.2289) loss_rec_sfr: 0.3010 (0.3053) loss_cl: -0.2792 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [20:05:41.401467] Epoch: [86] [1160/2904] eta: 0:22:07 lr: 0.002378 loss: 0.1930 (0.2030) loss_rec_all: 0.2188 (0.2288) loss_rec_sfr: 0.2755 (0.3051) loss_cl: -0.2782 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [20:05:56.326090] Epoch: [86] [1180/2904] eta: 0:21:52 lr: 0.002378 loss: 0.1920 (0.2030) loss_rec_all: 0.2182 (0.2287) loss_rec_sfr: 0.2888 (0.3050) loss_cl: -0.2781 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [20:06:11.245901] Epoch: [86] [1200/2904] eta: 0:21:36 lr: 0.002378 loss: 0.1974 (0.2030) loss_rec_all: 0.2231 (0.2288) loss_rec_sfr: 0.2816 (0.3050) loss_cl: -0.2788 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [20:06:26.167205] Epoch: [86] [1220/2904] eta: 0:21:20 lr: 0.002378 loss: 0.1967 (0.2030) loss_rec_all: 0.2227 (0.2288) loss_rec_sfr: 0.2777 (0.3048) loss_cl: -0.2791 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [20:06:41.085145] Epoch: [86] [1240/2904] eta: 0:21:05 lr: 0.002378 loss: 0.1931 (0.2030) loss_rec_all: 0.2189 (0.2287) loss_rec_sfr: 0.2793 (0.3046) loss_cl: -0.2796 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [20:06:56.006523] Epoch: [86] [1260/2904] eta: 0:20:49 lr: 0.002378 loss: 0.1950 (0.2031) loss_rec_all: 0.2208 (0.2288) loss_rec_sfr: 0.2875 (0.3048) loss_cl: -0.2782 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [20:07:10.931280] Epoch: [86] [1280/2904] eta: 0:20:34 lr: 0.002378 loss: 0.1898 (0.2030) loss_rec_all: 0.2162 (0.2288) loss_rec_sfr: 0.2475 (0.3044) loss_cl: -0.2793 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [20:07:25.859711] Epoch: [86] [1300/2904] eta: 0:20:18 lr: 0.002378 loss: 0.1928 (0.2031) loss_rec_all: 0.2187 (0.2288) loss_rec_sfr: 0.2883 (0.3046) loss_cl: -0.2788 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [20:07:40.785316] Epoch: [86] [1320/2904] eta: 0:20:03 lr: 0.002378 loss: 0.1896 (0.2031) loss_rec_all: 0.2158 (0.2288) loss_rec_sfr: 0.2443 (0.3044) loss_cl: -0.2789 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [20:07:55.712148] Epoch: [86] [1340/2904] eta: 0:19:47 lr: 0.002378 loss: 0.1938 (0.2030) loss_rec_all: 0.2199 (0.2288) loss_rec_sfr: 0.2925 (0.3043) loss_cl: -0.2788 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [20:08:10.644267] Epoch: [86] [1360/2904] eta: 0:19:32 lr: 0.002378 loss: 0.1922 (0.2031) loss_rec_all: 0.2182 (0.2288) loss_rec_sfr: 0.2827 (0.3044) loss_cl: -0.2792 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [20:08:25.568934] Epoch: [86] [1380/2904] eta: 0:19:16 lr: 0.002378 loss: 0.1929 (0.2030) loss_rec_all: 0.2191 (0.2288) loss_rec_sfr: 0.2714 (0.3042) loss_cl: -0.2788 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [20:08:40.493085] Epoch: [86] [1400/2904] eta: 0:19:01 lr: 0.002378 loss: 0.1920 (0.2032) loss_rec_all: 0.2179 (0.2289) loss_rec_sfr: 0.2756 (0.3046) loss_cl: -0.2786 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [20:08:55.420344] Epoch: [86] [1420/2904] eta: 0:18:45 lr: 0.002378 loss: 0.1949 (0.2031) loss_rec_all: 0.2210 (0.2289) loss_rec_sfr: 0.2761 (0.3043) loss_cl: -0.2793 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [20:09:10.347144] Epoch: [86] [1440/2904] eta: 0:18:30 lr: 0.002378 loss: 0.1969 (0.2031) loss_rec_all: 0.2229 (0.2289) loss_rec_sfr: 0.2981 (0.3046) loss_cl: -0.2791 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [20:09:25.269329] Epoch: [86] [1460/2904] eta: 0:18:14 lr: 0.002378 loss: 0.1918 (0.2030) loss_rec_all: 0.2176 (0.2288) loss_rec_sfr: 0.2773 (0.3043) loss_cl: -0.2781 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [20:09:40.196334] Epoch: [86] [1480/2904] eta: 0:17:59 lr: 0.002378 loss: 0.1992 (0.2031) loss_rec_all: 0.2252 (0.2289) loss_rec_sfr: 0.2848 (0.3047) loss_cl: -0.2781 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [20:09:55.110927] Epoch: [86] [1500/2904] eta: 0:17:44 lr: 0.002378 loss: 0.1948 (0.2032) loss_rec_all: 0.2209 (0.2290) loss_rec_sfr: 0.2904 (0.3049) loss_cl: -0.2787 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [20:10:10.030653] Epoch: [86] [1520/2904] eta: 0:17:28 lr: 0.002378 loss: 0.1971 (0.2033) loss_rec_all: 0.2232 (0.2290) loss_rec_sfr: 0.2767 (0.3051) loss_cl: -0.2789 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [20:10:24.955695] Epoch: [86] [1540/2904] eta: 0:17:13 lr: 0.002378 loss: 0.1929 (0.2032) loss_rec_all: 0.2189 (0.2289) loss_rec_sfr: 0.2838 (0.3047) loss_cl: -0.2788 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [20:10:39.878690] Epoch: [86] [1560/2904] eta: 0:16:58 lr: 0.002378 loss: 0.1922 (0.2031) loss_rec_all: 0.2183 (0.2289) loss_rec_sfr: 0.2890 (0.3046) loss_cl: -0.2787 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [20:10:54.798406] Epoch: [86] [1580/2904] eta: 0:16:42 lr: 0.002378 loss: 0.1930 (0.2032) loss_rec_all: 0.2187 (0.2289) loss_rec_sfr: 0.2880 (0.3048) loss_cl: -0.2793 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [20:11:09.720595] Epoch: [86] [1600/2904] eta: 0:16:27 lr: 0.002378 loss: 0.1912 (0.2031) loss_rec_all: 0.2175 (0.2288) loss_rec_sfr: 0.2789 (0.3045) loss_cl: -0.2793 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [20:11:24.646330] Epoch: [86] [1620/2904] eta: 0:16:12 lr: 0.002378 loss: 0.1924 (0.2032) loss_rec_all: 0.2185 (0.2289) loss_rec_sfr: 0.2941 (0.3048) loss_cl: -0.2794 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [20:11:39.570083] Epoch: [86] [1640/2904] eta: 0:15:56 lr: 0.002378 loss: 0.1919 (0.2032) loss_rec_all: 0.2180 (0.2289) loss_rec_sfr: 0.2835 (0.3047) loss_cl: -0.2780 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [20:11:54.490948] Epoch: [86] [1660/2904] eta: 0:15:41 lr: 0.002378 loss: 0.1898 (0.2031) loss_rec_all: 0.2155 (0.2289) loss_rec_sfr: 0.2708 (0.3046) loss_cl: -0.2780 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [20:12:09.411968] Epoch: [86] [1680/2904] eta: 0:15:26 lr: 0.002378 loss: 0.1934 (0.2033) loss_rec_all: 0.2194 (0.2290) loss_rec_sfr: 0.3009 (0.3051) loss_cl: -0.2790 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [20:12:24.331712] Epoch: [86] [1700/2904] eta: 0:15:10 lr: 0.002378 loss: 0.1906 (0.2033) loss_rec_all: 0.2169 (0.2290) loss_rec_sfr: 0.2575 (0.3050) loss_cl: -0.2796 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [20:12:39.256863] Epoch: [86] [1720/2904] eta: 0:14:55 lr: 0.002378 loss: 0.2027 (0.2034) loss_rec_all: 0.2285 (0.2291) loss_rec_sfr: 0.2848 (0.3053) loss_cl: -0.2790 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [20:12:54.179561] Epoch: [86] [1740/2904] eta: 0:14:40 lr: 0.002378 loss: 0.1960 (0.2033) loss_rec_all: 0.2221 (0.2290) loss_rec_sfr: 0.2854 (0.3049) loss_cl: -0.2774 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [20:13:09.096282] Epoch: [86] [1760/2904] eta: 0:14:25 lr: 0.002378 loss: 0.1941 (0.2032) loss_rec_all: 0.2199 (0.2290) loss_rec_sfr: 0.2976 (0.3048) loss_cl: -0.2785 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [20:13:24.014152] Epoch: [86] [1780/2904] eta: 0:14:09 lr: 0.002378 loss: 0.1916 (0.2032) loss_rec_all: 0.2177 (0.2290) loss_rec_sfr: 0.2873 (0.3049) loss_cl: -0.2784 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [20:13:38.937896] Epoch: [86] [1800/2904] eta: 0:13:54 lr: 0.002378 loss: 0.1936 (0.2033) loss_rec_all: 0.2197 (0.2291) loss_rec_sfr: 0.2812 (0.3051) loss_cl: -0.2785 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [20:13:53.858683] Epoch: [86] [1820/2904] eta: 0:13:39 lr: 0.002378 loss: 0.1910 (0.2033) loss_rec_all: 0.2169 (0.2290) loss_rec_sfr: 0.2824 (0.3050) loss_cl: -0.2790 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [20:14:08.784006] Epoch: [86] [1840/2904] eta: 0:13:24 lr: 0.002378 loss: 0.1883 (0.2031) loss_rec_all: 0.2140 (0.2289) loss_rec_sfr: 0.2880 (0.3046) loss_cl: -0.2786 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [20:14:23.708055] Epoch: [86] [1860/2904] eta: 0:13:08 lr: 0.002378 loss: 0.1944 (0.2032) loss_rec_all: 0.2201 (0.2290) loss_rec_sfr: 0.2596 (0.3049) loss_cl: -0.2782 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [20:14:38.644350] Epoch: [86] [1880/2904] eta: 0:12:53 lr: 0.002378 loss: 0.1905 (0.2032) loss_rec_all: 0.2167 (0.2289) loss_rec_sfr: 0.2633 (0.3047) loss_cl: -0.2787 (-0.2787) time: 0.7468 data: 0.0002 max mem: 29860 [20:14:53.577700] Epoch: [86] [1900/2904] eta: 0:12:38 lr: 0.002378 loss: 0.1918 (0.2033) loss_rec_all: 0.2180 (0.2290) loss_rec_sfr: 0.2978 (0.3050) loss_cl: -0.2792 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [20:15:08.502411] Epoch: [86] [1920/2904] eta: 0:12:23 lr: 0.002378 loss: 0.1908 (0.2032) loss_rec_all: 0.2170 (0.2289) loss_rec_sfr: 0.2494 (0.3048) loss_cl: -0.2794 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [20:15:23.419731] Epoch: [86] [1940/2904] eta: 0:12:08 lr: 0.002378 loss: 0.1904 (0.2032) loss_rec_all: 0.2170 (0.2290) loss_rec_sfr: 0.2935 (0.3048) loss_cl: -0.2798 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [20:15:38.338518] Epoch: [86] [1960/2904] eta: 0:11:52 lr: 0.002378 loss: 0.1914 (0.2032) loss_rec_all: 0.2176 (0.2289) loss_rec_sfr: 0.2813 (0.3048) loss_cl: -0.2794 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [20:15:53.260772] Epoch: [86] [1980/2904] eta: 0:11:37 lr: 0.002378 loss: 0.1933 (0.2032) loss_rec_all: 0.2195 (0.2290) loss_rec_sfr: 0.2954 (0.3050) loss_cl: -0.2788 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [20:16:08.188524] Epoch: [86] [2000/2904] eta: 0:11:22 lr: 0.002378 loss: 0.1969 (0.2032) loss_rec_all: 0.2224 (0.2289) loss_rec_sfr: 0.2797 (0.3048) loss_cl: -0.2778 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [20:16:23.112605] Epoch: [86] [2020/2904] eta: 0:11:07 lr: 0.002378 loss: 0.1915 (0.2032) loss_rec_all: 0.2177 (0.2289) loss_rec_sfr: 0.2746 (0.3046) loss_cl: -0.2786 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [20:16:38.038321] Epoch: [86] [2040/2904] eta: 0:10:52 lr: 0.002378 loss: 0.1941 (0.2032) loss_rec_all: 0.2200 (0.2289) loss_rec_sfr: 0.2809 (0.3045) loss_cl: -0.2784 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [20:16:52.967818] Epoch: [86] [2060/2904] eta: 0:10:36 lr: 0.002378 loss: 0.1915 (0.2032) loss_rec_all: 0.2173 (0.2289) loss_rec_sfr: 0.2970 (0.3046) loss_cl: -0.2789 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [20:17:07.899774] Epoch: [86] [2080/2904] eta: 0:10:21 lr: 0.002378 loss: 0.1939 (0.2032) loss_rec_all: 0.2198 (0.2290) loss_rec_sfr: 0.3060 (0.3050) loss_cl: -0.2787 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [20:17:22.829544] Epoch: [86] [2100/2904] eta: 0:10:06 lr: 0.002378 loss: 0.1909 (0.2033) loss_rec_all: 0.2168 (0.2290) loss_rec_sfr: 0.2873 (0.3051) loss_cl: -0.2790 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [20:17:37.764528] Epoch: [86] [2120/2904] eta: 0:09:51 lr: 0.002378 loss: 0.1918 (0.2032) loss_rec_all: 0.2179 (0.2290) loss_rec_sfr: 0.2547 (0.3049) loss_cl: -0.2782 (-0.2787) time: 0.7467 data: 0.0002 max mem: 29860 [20:17:52.697466] Epoch: [86] [2140/2904] eta: 0:09:36 lr: 0.002378 loss: 0.1937 (0.2032) loss_rec_all: 0.2194 (0.2290) loss_rec_sfr: 0.2934 (0.3050) loss_cl: -0.2787 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [20:18:07.620713] Epoch: [86] [2160/2904] eta: 0:09:21 lr: 0.002378 loss: 0.1987 (0.2033) loss_rec_all: 0.2245 (0.2290) loss_rec_sfr: 0.2979 (0.3053) loss_cl: -0.2788 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [20:18:22.537843] Epoch: [86] [2180/2904] eta: 0:09:06 lr: 0.002378 loss: 0.1938 (0.2033) loss_rec_all: 0.2196 (0.2291) loss_rec_sfr: 0.2904 (0.3053) loss_cl: -0.2795 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [20:18:37.476404] Epoch: [86] [2200/2904] eta: 0:08:50 lr: 0.002378 loss: 0.1924 (0.2033) loss_rec_all: 0.2183 (0.2291) loss_rec_sfr: 0.2755 (0.3053) loss_cl: -0.2795 (-0.2787) time: 0.7469 data: 0.0002 max mem: 29860 [20:18:52.404580] Epoch: [86] [2220/2904] eta: 0:08:35 lr: 0.002378 loss: 0.1930 (0.2033) loss_rec_all: 0.2189 (0.2291) loss_rec_sfr: 0.2855 (0.3052) loss_cl: -0.2796 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [20:19:07.332631] Epoch: [86] [2240/2904] eta: 0:08:20 lr: 0.002378 loss: 0.1914 (0.2033) loss_rec_all: 0.2176 (0.2291) loss_rec_sfr: 0.2608 (0.3051) loss_cl: -0.2785 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [20:19:22.260570] Epoch: [86] [2260/2904] eta: 0:08:05 lr: 0.002378 loss: 0.1951 (0.2033) loss_rec_all: 0.2208 (0.2291) loss_rec_sfr: 0.2933 (0.3051) loss_cl: -0.2781 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [20:19:37.183675] Epoch: [86] [2280/2904] eta: 0:07:50 lr: 0.002378 loss: 0.1941 (0.2033) loss_rec_all: 0.2200 (0.2290) loss_rec_sfr: 0.2718 (0.3051) loss_cl: -0.2786 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [20:19:52.110982] Epoch: [86] [2300/2904] eta: 0:07:35 lr: 0.002378 loss: 0.1929 (0.2032) loss_rec_all: 0.2190 (0.2290) loss_rec_sfr: 0.2685 (0.3048) loss_cl: -0.2790 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [20:20:07.029130] Epoch: [86] [2320/2904] eta: 0:07:20 lr: 0.002378 loss: 0.1938 (0.2032) loss_rec_all: 0.2199 (0.2290) loss_rec_sfr: 0.2672 (0.3046) loss_cl: -0.2784 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [20:20:21.944160] Epoch: [86] [2340/2904] eta: 0:07:05 lr: 0.002378 loss: 0.1932 (0.2032) loss_rec_all: 0.2190 (0.2289) loss_rec_sfr: 0.2901 (0.3047) loss_cl: -0.2788 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [20:20:36.856374] Epoch: [86] [2360/2904] eta: 0:06:49 lr: 0.002378 loss: 0.1986 (0.2032) loss_rec_all: 0.2243 (0.2290) loss_rec_sfr: 0.2979 (0.3048) loss_cl: -0.2791 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [20:20:51.778998] Epoch: [86] [2380/2904] eta: 0:06:34 lr: 0.002378 loss: 0.1967 (0.2032) loss_rec_all: 0.2230 (0.2290) loss_rec_sfr: 0.2633 (0.3047) loss_cl: -0.2792 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [20:21:06.699929] Epoch: [86] [2400/2904] eta: 0:06:19 lr: 0.002378 loss: 0.1893 (0.2032) loss_rec_all: 0.2153 (0.2289) loss_rec_sfr: 0.2538 (0.3046) loss_cl: -0.2790 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [20:21:21.628395] Epoch: [86] [2420/2904] eta: 0:06:04 lr: 0.002378 loss: 0.1929 (0.2031) loss_rec_all: 0.2187 (0.2289) loss_rec_sfr: 0.2895 (0.3045) loss_cl: -0.2791 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [20:21:36.557842] Epoch: [86] [2440/2904] eta: 0:05:49 lr: 0.002378 loss: 0.1891 (0.2031) loss_rec_all: 0.2156 (0.2289) loss_rec_sfr: 0.2569 (0.3044) loss_cl: -0.2785 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [20:21:51.476423] Epoch: [86] [2460/2904] eta: 0:05:34 lr: 0.002378 loss: 0.1937 (0.2031) loss_rec_all: 0.2192 (0.2289) loss_rec_sfr: 0.2848 (0.3044) loss_cl: -0.2787 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [20:22:06.394470] Epoch: [86] [2480/2904] eta: 0:05:19 lr: 0.002378 loss: 0.1911 (0.2031) loss_rec_all: 0.2176 (0.2288) loss_rec_sfr: 0.2770 (0.3042) loss_cl: -0.2800 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [20:22:21.324358] Epoch: [86] [2500/2904] eta: 0:05:04 lr: 0.002378 loss: 0.1918 (0.2031) loss_rec_all: 0.2176 (0.2288) loss_rec_sfr: 0.2794 (0.3041) loss_cl: -0.2792 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [20:22:36.256445] Epoch: [86] [2520/2904] eta: 0:04:49 lr: 0.002378 loss: 0.1932 (0.2031) loss_rec_all: 0.2190 (0.2288) loss_rec_sfr: 0.2961 (0.3042) loss_cl: -0.2794 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [20:22:51.185435] Epoch: [86] [2540/2904] eta: 0:04:34 lr: 0.002378 loss: 0.1928 (0.2030) loss_rec_all: 0.2185 (0.2287) loss_rec_sfr: 0.2795 (0.3040) loss_cl: -0.2782 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [20:23:06.115952] Epoch: [86] [2560/2904] eta: 0:04:19 lr: 0.002378 loss: 0.1949 (0.2031) loss_rec_all: 0.2206 (0.2288) loss_rec_sfr: 0.2825 (0.3041) loss_cl: -0.2787 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [20:23:21.036646] Epoch: [86] [2580/2904] eta: 0:04:03 lr: 0.002378 loss: 0.1930 (0.2030) loss_rec_all: 0.2187 (0.2288) loss_rec_sfr: 0.2823 (0.3040) loss_cl: -0.2788 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [20:23:35.961336] Epoch: [86] [2600/2904] eta: 0:03:48 lr: 0.002378 loss: 0.1915 (0.2030) loss_rec_all: 0.2178 (0.2287) loss_rec_sfr: 0.2962 (0.3040) loss_cl: -0.2790 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [20:23:50.885644] Epoch: [86] [2620/2904] eta: 0:03:33 lr: 0.002378 loss: 0.1903 (0.2030) loss_rec_all: 0.2164 (0.2287) loss_rec_sfr: 0.2754 (0.3039) loss_cl: -0.2794 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [20:24:05.805341] Epoch: [86] [2640/2904] eta: 0:03:18 lr: 0.002378 loss: 0.1928 (0.2029) loss_rec_all: 0.2189 (0.2286) loss_rec_sfr: 0.2766 (0.3037) loss_cl: -0.2793 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [20:24:20.730446] Epoch: [86] [2660/2904] eta: 0:03:03 lr: 0.002378 loss: 0.1989 (0.2030) loss_rec_all: 0.2250 (0.2288) loss_rec_sfr: 0.2946 (0.3040) loss_cl: -0.2790 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [20:24:35.657727] Epoch: [86] [2680/2904] eta: 0:02:48 lr: 0.002377 loss: 0.1938 (0.2030) loss_rec_all: 0.2202 (0.2287) loss_rec_sfr: 0.2769 (0.3039) loss_cl: -0.2801 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [20:24:50.576703] Epoch: [86] [2700/2904] eta: 0:02:33 lr: 0.002377 loss: 0.1933 (0.2030) loss_rec_all: 0.2191 (0.2288) loss_rec_sfr: 0.3033 (0.3041) loss_cl: -0.2781 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [20:25:05.497624] Epoch: [86] [2720/2904] eta: 0:02:18 lr: 0.002377 loss: 0.1928 (0.2030) loss_rec_all: 0.2189 (0.2288) loss_rec_sfr: 0.2711 (0.3040) loss_cl: -0.2788 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [20:25:20.414646] Epoch: [86] [2740/2904] eta: 0:02:03 lr: 0.002377 loss: 0.2049 (0.2032) loss_rec_all: 0.2308 (0.2290) loss_rec_sfr: 0.2963 (0.3046) loss_cl: -0.2798 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [20:25:35.339803] Epoch: [86] [2760/2904] eta: 0:01:48 lr: 0.002377 loss: 0.1922 (0.2033) loss_rec_all: 0.2178 (0.2290) loss_rec_sfr: 0.3012 (0.3048) loss_cl: -0.2787 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [20:25:50.256325] Epoch: [86] [2780/2904] eta: 0:01:33 lr: 0.002377 loss: 0.1950 (0.2032) loss_rec_all: 0.2207 (0.2290) loss_rec_sfr: 0.2913 (0.3046) loss_cl: -0.2780 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [20:26:05.183386] Epoch: [86] [2800/2904] eta: 0:01:18 lr: 0.002377 loss: 0.1991 (0.2033) loss_rec_all: 0.2248 (0.2290) loss_rec_sfr: 0.2924 (0.3048) loss_cl: -0.2780 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [20:26:20.104061] Epoch: [86] [2820/2904] eta: 0:01:03 lr: 0.002377 loss: 0.1917 (0.2033) loss_rec_all: 0.2179 (0.2291) loss_rec_sfr: 0.2964 (0.3051) loss_cl: -0.2785 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [20:26:35.060913] Epoch: [86] [2840/2904] eta: 0:00:48 lr: 0.002377 loss: 0.1911 (0.2033) loss_rec_all: 0.2174 (0.2290) loss_rec_sfr: 0.2718 (0.3049) loss_cl: -0.2800 (-0.2787) time: 0.7478 data: 0.0025 max mem: 29860 [20:26:49.964169] Epoch: [86] [2860/2904] eta: 0:00:33 lr: 0.002377 loss: 0.1905 (0.2033) loss_rec_all: 0.2164 (0.2290) loss_rec_sfr: 0.2888 (0.3048) loss_cl: -0.2796 (-0.2787) time: 0.7451 data: 0.0001 max mem: 29860 [20:27:04.866889] Epoch: [86] [2880/2904] eta: 0:00:18 lr: 0.002377 loss: 0.1933 (0.2032) loss_rec_all: 0.2189 (0.2290) loss_rec_sfr: 0.2773 (0.3047) loss_cl: -0.2789 (-0.2787) time: 0.7451 data: 0.0001 max mem: 29860 [20:27:19.769304] Epoch: [86] [2900/2904] eta: 0:00:03 lr: 0.002377 loss: 0.1941 (0.2033) loss_rec_all: 0.2197 (0.2290) loss_rec_sfr: 0.2896 (0.3048) loss_cl: -0.2781 (-0.2787) time: 0.7451 data: 0.0001 max mem: 29860 [20:27:22.012747] Epoch: [86] [2903/2904] eta: 0:00:00 lr: 0.002377 loss: 0.1949 (0.2033) loss_rec_all: 0.2209 (0.2290) loss_rec_sfr: 0.2998 (0.3049) loss_cl: -0.2781 (-0.2787) time: 0.7451 data: 0.0001 max mem: 29860 [20:27:24.106206] Epoch: [86] Total time: 0:36:26 (0.7530 s / it) [20:27:24.107102] Averaged stats: lr: 0.002377 loss: 0.1949 (0.2062) loss_rec_all: 0.2209 (0.2296) loss_rec_sfr: 0.2998 (0.3064) loss_cl: -0.2781 (-0.2555) [20:27:24.111757] log_dir: ./checkpoint/VF2_ViT-B [20:27:42.792557] Epoch: [87] [ 0/2904] eta: 15:04:05 lr: 0.002377 loss: 0.2047 (0.2047) loss_rec_all: 0.2306 (0.2306) loss_rec_sfr: 0.2830 (0.2830) loss_cl: -0.2788 (-0.2788) time: 18.6797 data: 14.7926 max mem: 29860 [20:27:59.790186] Epoch: [87] [ 20/2904] eta: 1:21:39 lr: 0.002377 loss: 0.1919 (0.1998) loss_rec_all: 0.2182 (0.2255) loss_rec_sfr: 0.2734 (0.2972) loss_cl: -0.2781 (-0.2780) time: 0.8498 data: 0.0002 max mem: 29860 [20:28:14.668562] Epoch: [87] [ 40/2904] eta: 0:58:51 lr: 0.002377 loss: 0.1952 (0.2013) loss_rec_all: 0.2212 (0.2270) loss_rec_sfr: 0.2891 (0.2975) loss_cl: -0.2783 (-0.2781) time: 0.7439 data: 0.0002 max mem: 29860 [20:28:29.555061] Epoch: [87] [ 60/2904] eta: 0:50:51 lr: 0.002377 loss: 0.1865 (0.1982) loss_rec_all: 0.2125 (0.2240) loss_rec_sfr: 0.2738 (0.2917) loss_cl: -0.2794 (-0.2785) time: 0.7443 data: 0.0002 max mem: 29860 [20:28:44.458079] Epoch: [87] [ 80/2904] eta: 0:46:41 lr: 0.002377 loss: 0.2029 (0.2026) loss_rec_all: 0.2286 (0.2283) loss_rec_sfr: 0.3055 (0.3056) loss_cl: -0.2797 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [20:28:59.379266] Epoch: [87] [ 100/2904] eta: 0:44:04 lr: 0.002377 loss: 0.1915 (0.2024) loss_rec_all: 0.2176 (0.2282) loss_rec_sfr: 0.2803 (0.3053) loss_cl: -0.2793 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [20:29:14.315309] Epoch: [87] [ 120/2904] eta: 0:42:15 lr: 0.002377 loss: 0.1934 (0.2023) loss_rec_all: 0.2193 (0.2281) loss_rec_sfr: 0.2537 (0.3026) loss_cl: -0.2789 (-0.2789) time: 0.7468 data: 0.0002 max mem: 29860 [20:29:29.246315] Epoch: [87] [ 140/2904] eta: 0:40:52 lr: 0.002377 loss: 0.1911 (0.2025) loss_rec_all: 0.2170 (0.2283) loss_rec_sfr: 0.2832 (0.3032) loss_cl: -0.2786 (-0.2788) time: 0.7465 data: 0.0003 max mem: 29860 [20:29:44.175127] Epoch: [87] [ 160/2904] eta: 0:39:47 lr: 0.002377 loss: 0.1892 (0.2025) loss_rec_all: 0.2154 (0.2283) loss_rec_sfr: 0.2784 (0.3027) loss_cl: -0.2791 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [20:29:59.099761] Epoch: [87] [ 180/2904] eta: 0:38:52 lr: 0.002377 loss: 0.1922 (0.2021) loss_rec_all: 0.2181 (0.2279) loss_rec_sfr: 0.2899 (0.3012) loss_cl: -0.2785 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [20:30:14.016839] Epoch: [87] [ 200/2904] eta: 0:38:05 lr: 0.002377 loss: 0.1934 (0.2030) loss_rec_all: 0.2194 (0.2288) loss_rec_sfr: 0.2978 (0.3040) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [20:30:28.936480] Epoch: [87] [ 220/2904] eta: 0:37:24 lr: 0.002377 loss: 0.1986 (0.2043) loss_rec_all: 0.2247 (0.2300) loss_rec_sfr: 0.2892 (0.3073) loss_cl: -0.2783 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [20:30:43.849546] Epoch: [87] [ 240/2904] eta: 0:36:47 lr: 0.002377 loss: 0.1964 (0.2048) loss_rec_all: 0.2222 (0.2305) loss_rec_sfr: 0.2811 (0.3084) loss_cl: -0.2787 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [20:30:58.763648] Epoch: [87] [ 260/2904] eta: 0:36:14 lr: 0.002377 loss: 0.1939 (0.2051) loss_rec_all: 0.2196 (0.2308) loss_rec_sfr: 0.2928 (0.3104) loss_cl: -0.2792 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [20:31:13.710189] Epoch: [87] [ 280/2904] eta: 0:35:43 lr: 0.002377 loss: 0.1924 (0.2047) loss_rec_all: 0.2186 (0.2304) loss_rec_sfr: 0.3029 (0.3101) loss_cl: -0.2787 (-0.2787) time: 0.7473 data: 0.0002 max mem: 29860 [20:31:28.628831] Epoch: [87] [ 300/2904] eta: 0:35:15 lr: 0.002377 loss: 0.1966 (0.2049) loss_rec_all: 0.2229 (0.2306) loss_rec_sfr: 0.2833 (0.3101) loss_cl: -0.2786 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [20:31:43.568230] Epoch: [87] [ 320/2904] eta: 0:34:48 lr: 0.002377 loss: 0.1925 (0.2050) loss_rec_all: 0.2185 (0.2307) loss_rec_sfr: 0.2915 (0.3111) loss_cl: -0.2781 (-0.2787) time: 0.7469 data: 0.0002 max mem: 29860 [20:31:58.487125] Epoch: [87] [ 340/2904] eta: 0:34:22 lr: 0.002377 loss: 0.1918 (0.2054) loss_rec_all: 0.2179 (0.2311) loss_rec_sfr: 0.2996 (0.3124) loss_cl: -0.2789 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [20:32:13.406253] Epoch: [87] [ 360/2904] eta: 0:33:58 lr: 0.002377 loss: 0.1940 (0.2053) loss_rec_all: 0.2197 (0.2310) loss_rec_sfr: 0.2936 (0.3122) loss_cl: -0.2786 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [20:32:28.325821] Epoch: [87] [ 380/2904] eta: 0:33:35 lr: 0.002377 loss: 0.1914 (0.2049) loss_rec_all: 0.2172 (0.2306) loss_rec_sfr: 0.2735 (0.3109) loss_cl: -0.2789 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [20:32:43.250421] Epoch: [87] [ 400/2904] eta: 0:33:12 lr: 0.002377 loss: 0.1924 (0.2047) loss_rec_all: 0.2184 (0.2304) loss_rec_sfr: 0.2631 (0.3098) loss_cl: -0.2799 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [20:32:58.169485] Epoch: [87] [ 420/2904] eta: 0:32:50 lr: 0.002377 loss: 0.1927 (0.2047) loss_rec_all: 0.2183 (0.2304) loss_rec_sfr: 0.2771 (0.3092) loss_cl: -0.2779 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [20:33:13.096479] Epoch: [87] [ 440/2904] eta: 0:32:29 lr: 0.002377 loss: 0.1929 (0.2047) loss_rec_all: 0.2188 (0.2304) loss_rec_sfr: 0.2934 (0.3097) loss_cl: -0.2779 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [20:33:28.025265] Epoch: [87] [ 460/2904] eta: 0:32:09 lr: 0.002377 loss: 0.1937 (0.2049) loss_rec_all: 0.2199 (0.2306) loss_rec_sfr: 0.2842 (0.3103) loss_cl: -0.2791 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [20:33:42.952301] Epoch: [87] [ 480/2904] eta: 0:31:49 lr: 0.002377 loss: 0.1954 (0.2049) loss_rec_all: 0.2214 (0.2306) loss_rec_sfr: 0.2878 (0.3107) loss_cl: -0.2790 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [20:33:57.872043] Epoch: [87] [ 500/2904] eta: 0:31:29 lr: 0.002377 loss: 0.1932 (0.2050) loss_rec_all: 0.2190 (0.2307) loss_rec_sfr: 0.3046 (0.3115) loss_cl: -0.2786 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [20:34:12.770028] Epoch: [87] [ 520/2904] eta: 0:31:09 lr: 0.002377 loss: 0.1917 (0.2049) loss_rec_all: 0.2173 (0.2306) loss_rec_sfr: 0.2733 (0.3110) loss_cl: -0.2781 (-0.2787) time: 0.7449 data: 0.0002 max mem: 29860 [20:34:27.686521] Epoch: [87] [ 540/2904] eta: 0:30:50 lr: 0.002377 loss: 0.1900 (0.2048) loss_rec_all: 0.2159 (0.2305) loss_rec_sfr: 0.2936 (0.3109) loss_cl: -0.2786 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [20:34:42.607767] Epoch: [87] [ 560/2904] eta: 0:30:32 lr: 0.002377 loss: 0.1915 (0.2048) loss_rec_all: 0.2175 (0.2305) loss_rec_sfr: 0.2673 (0.3104) loss_cl: -0.2786 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [20:34:57.530043] Epoch: [87] [ 580/2904] eta: 0:30:13 lr: 0.002377 loss: 0.1913 (0.2047) loss_rec_all: 0.2171 (0.2304) loss_rec_sfr: 0.2896 (0.3106) loss_cl: -0.2799 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [20:35:12.450410] Epoch: [87] [ 600/2904] eta: 0:29:55 lr: 0.002377 loss: 0.1946 (0.2049) loss_rec_all: 0.2208 (0.2306) loss_rec_sfr: 0.2953 (0.3110) loss_cl: -0.2790 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [20:35:27.367292] Epoch: [87] [ 620/2904] eta: 0:29:37 lr: 0.002377 loss: 0.1956 (0.2052) loss_rec_all: 0.2216 (0.2309) loss_rec_sfr: 0.2819 (0.3117) loss_cl: -0.2785 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [20:35:42.287731] Epoch: [87] [ 640/2904] eta: 0:29:19 lr: 0.002377 loss: 0.1959 (0.2051) loss_rec_all: 0.2218 (0.2308) loss_rec_sfr: 0.2730 (0.3112) loss_cl: -0.2776 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [20:35:57.202555] Epoch: [87] [ 660/2904] eta: 0:29:01 lr: 0.002377 loss: 0.1931 (0.2049) loss_rec_all: 0.2189 (0.2306) loss_rec_sfr: 0.2934 (0.3107) loss_cl: -0.2791 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [20:36:12.124124] Epoch: [87] [ 680/2904] eta: 0:28:44 lr: 0.002377 loss: 0.1931 (0.2049) loss_rec_all: 0.2192 (0.2306) loss_rec_sfr: 0.2983 (0.3110) loss_cl: -0.2799 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [20:36:27.052011] Epoch: [87] [ 700/2904] eta: 0:28:26 lr: 0.002377 loss: 0.1916 (0.2047) loss_rec_all: 0.2175 (0.2305) loss_rec_sfr: 0.2764 (0.3104) loss_cl: -0.2800 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [20:36:41.978056] Epoch: [87] [ 720/2904] eta: 0:28:09 lr: 0.002377 loss: 0.1912 (0.2045) loss_rec_all: 0.2174 (0.2302) loss_rec_sfr: 0.2576 (0.3092) loss_cl: -0.2783 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [20:36:56.896054] Epoch: [87] [ 740/2904] eta: 0:27:52 lr: 0.002377 loss: 0.1956 (0.2045) loss_rec_all: 0.2220 (0.2302) loss_rec_sfr: 0.2777 (0.3091) loss_cl: -0.2785 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [20:37:11.809711] Epoch: [87] [ 760/2904] eta: 0:27:35 lr: 0.002377 loss: 0.1939 (0.2044) loss_rec_all: 0.2200 (0.2301) loss_rec_sfr: 0.2746 (0.3085) loss_cl: -0.2780 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [20:37:26.726216] Epoch: [87] [ 780/2904] eta: 0:27:18 lr: 0.002377 loss: 0.1933 (0.2043) loss_rec_all: 0.2190 (0.2300) loss_rec_sfr: 0.2732 (0.3084) loss_cl: -0.2789 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [20:37:41.642311] Epoch: [87] [ 800/2904] eta: 0:27:01 lr: 0.002377 loss: 0.1917 (0.2041) loss_rec_all: 0.2176 (0.2298) loss_rec_sfr: 0.2780 (0.3077) loss_cl: -0.2792 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [20:37:56.557271] Epoch: [87] [ 820/2904] eta: 0:26:45 lr: 0.002377 loss: 0.1890 (0.2038) loss_rec_all: 0.2151 (0.2295) loss_rec_sfr: 0.2497 (0.3064) loss_cl: -0.2785 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [20:38:11.476247] Epoch: [87] [ 840/2904] eta: 0:26:28 lr: 0.002377 loss: 0.1900 (0.2037) loss_rec_all: 0.2163 (0.2294) loss_rec_sfr: 0.2867 (0.3063) loss_cl: -0.2784 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [20:38:26.390107] Epoch: [87] [ 860/2904] eta: 0:26:12 lr: 0.002377 loss: 0.1954 (0.2040) loss_rec_all: 0.2213 (0.2297) loss_rec_sfr: 0.3044 (0.3075) loss_cl: -0.2792 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [20:38:41.306214] Epoch: [87] [ 880/2904] eta: 0:25:55 lr: 0.002377 loss: 0.1934 (0.2040) loss_rec_all: 0.2192 (0.2297) loss_rec_sfr: 0.2909 (0.3075) loss_cl: -0.2788 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [20:38:56.217947] Epoch: [87] [ 900/2904] eta: 0:25:39 lr: 0.002377 loss: 0.1947 (0.2039) loss_rec_all: 0.2204 (0.2296) loss_rec_sfr: 0.2741 (0.3070) loss_cl: -0.2784 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [20:39:11.135604] Epoch: [87] [ 920/2904] eta: 0:25:22 lr: 0.002377 loss: 0.1937 (0.2039) loss_rec_all: 0.2198 (0.2296) loss_rec_sfr: 0.2937 (0.3073) loss_cl: -0.2799 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [20:39:26.053672] Epoch: [87] [ 940/2904] eta: 0:25:06 lr: 0.002377 loss: 0.1929 (0.2039) loss_rec_all: 0.2186 (0.2296) loss_rec_sfr: 0.2812 (0.3071) loss_cl: -0.2785 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [20:39:40.978212] Epoch: [87] [ 960/2904] eta: 0:24:50 lr: 0.002377 loss: 0.1907 (0.2037) loss_rec_all: 0.2164 (0.2294) loss_rec_sfr: 0.2779 (0.3064) loss_cl: -0.2788 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [20:39:55.896433] Epoch: [87] [ 980/2904] eta: 0:24:34 lr: 0.002377 loss: 0.1909 (0.2037) loss_rec_all: 0.2172 (0.2294) loss_rec_sfr: 0.2719 (0.3064) loss_cl: -0.2788 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [20:40:10.824290] Epoch: [87] [1000/2904] eta: 0:24:18 lr: 0.002377 loss: 0.1926 (0.2037) loss_rec_all: 0.2184 (0.2294) loss_rec_sfr: 0.3011 (0.3066) loss_cl: -0.2789 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [20:40:25.749649] Epoch: [87] [1020/2904] eta: 0:24:02 lr: 0.002377 loss: 0.1957 (0.2038) loss_rec_all: 0.2214 (0.2296) loss_rec_sfr: 0.3051 (0.3072) loss_cl: -0.2796 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [20:40:40.667325] Epoch: [87] [1040/2904] eta: 0:23:46 lr: 0.002377 loss: 0.1914 (0.2037) loss_rec_all: 0.2170 (0.2295) loss_rec_sfr: 0.2880 (0.3070) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [20:40:55.589734] Epoch: [87] [1060/2904] eta: 0:23:30 lr: 0.002377 loss: 0.1899 (0.2037) loss_rec_all: 0.2157 (0.2294) loss_rec_sfr: 0.2911 (0.3068) loss_cl: -0.2778 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [20:41:10.519740] Epoch: [87] [1080/2904] eta: 0:23:14 lr: 0.002377 loss: 0.1925 (0.2036) loss_rec_all: 0.2186 (0.2293) loss_rec_sfr: 0.2650 (0.3064) loss_cl: -0.2783 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [20:41:25.440515] Epoch: [87] [1100/2904] eta: 0:22:58 lr: 0.002377 loss: 0.1979 (0.2038) loss_rec_all: 0.2238 (0.2295) loss_rec_sfr: 0.2834 (0.3068) loss_cl: -0.2792 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [20:41:40.367172] Epoch: [87] [1120/2904] eta: 0:22:42 lr: 0.002377 loss: 0.1946 (0.2037) loss_rec_all: 0.2206 (0.2295) loss_rec_sfr: 0.2917 (0.3067) loss_cl: -0.2792 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [20:41:55.282250] Epoch: [87] [1140/2904] eta: 0:22:26 lr: 0.002377 loss: 0.1911 (0.2038) loss_rec_all: 0.2171 (0.2295) loss_rec_sfr: 0.2543 (0.3066) loss_cl: -0.2784 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [20:42:10.198921] Epoch: [87] [1160/2904] eta: 0:22:10 lr: 0.002377 loss: 0.1896 (0.2036) loss_rec_all: 0.2153 (0.2293) loss_rec_sfr: 0.2785 (0.3062) loss_cl: -0.2784 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [20:42:25.111652] Epoch: [87] [1180/2904] eta: 0:21:55 lr: 0.002377 loss: 0.1929 (0.2036) loss_rec_all: 0.2188 (0.2293) loss_rec_sfr: 0.2994 (0.3063) loss_cl: -0.2789 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [20:42:40.027018] Epoch: [87] [1200/2904] eta: 0:21:39 lr: 0.002377 loss: 0.1973 (0.2037) loss_rec_all: 0.2235 (0.2294) loss_rec_sfr: 0.3021 (0.3066) loss_cl: -0.2786 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [20:42:54.941029] Epoch: [87] [1220/2904] eta: 0:21:23 lr: 0.002377 loss: 0.1921 (0.2037) loss_rec_all: 0.2178 (0.2294) loss_rec_sfr: 0.3071 (0.3070) loss_cl: -0.2794 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [20:43:09.858707] Epoch: [87] [1240/2904] eta: 0:21:08 lr: 0.002377 loss: 0.1942 (0.2037) loss_rec_all: 0.2198 (0.2295) loss_rec_sfr: 0.2942 (0.3071) loss_cl: -0.2780 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [20:43:24.792931] Epoch: [87] [1260/2904] eta: 0:20:52 lr: 0.002377 loss: 0.1920 (0.2038) loss_rec_all: 0.2178 (0.2295) loss_rec_sfr: 0.2862 (0.3073) loss_cl: -0.2786 (-0.2787) time: 0.7467 data: 0.0002 max mem: 29860 [20:43:39.717751] Epoch: [87] [1280/2904] eta: 0:20:36 lr: 0.002377 loss: 0.1947 (0.2038) loss_rec_all: 0.2208 (0.2295) loss_rec_sfr: 0.2762 (0.3070) loss_cl: -0.2786 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [20:43:54.629897] Epoch: [87] [1300/2904] eta: 0:20:21 lr: 0.002377 loss: 0.1937 (0.2038) loss_rec_all: 0.2197 (0.2295) loss_rec_sfr: 0.2787 (0.3070) loss_cl: -0.2797 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [20:44:09.544691] Epoch: [87] [1320/2904] eta: 0:20:05 lr: 0.002377 loss: 0.1981 (0.2038) loss_rec_all: 0.2238 (0.2296) loss_rec_sfr: 0.2911 (0.3072) loss_cl: -0.2789 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [20:44:24.460876] Epoch: [87] [1340/2904] eta: 0:19:49 lr: 0.002377 loss: 0.1952 (0.2037) loss_rec_all: 0.2208 (0.2294) loss_rec_sfr: 0.2886 (0.3070) loss_cl: -0.2787 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [20:44:39.377363] Epoch: [87] [1360/2904] eta: 0:19:34 lr: 0.002377 loss: 0.1946 (0.2037) loss_rec_all: 0.2203 (0.2294) loss_rec_sfr: 0.2995 (0.3070) loss_cl: -0.2789 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [20:44:54.293217] Epoch: [87] [1380/2904] eta: 0:19:18 lr: 0.002377 loss: 0.1949 (0.2037) loss_rec_all: 0.2211 (0.2294) loss_rec_sfr: 0.2901 (0.3070) loss_cl: -0.2792 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [20:45:09.207317] Epoch: [87] [1400/2904] eta: 0:19:03 lr: 0.002377 loss: 0.1946 (0.2037) loss_rec_all: 0.2204 (0.2294) loss_rec_sfr: 0.2983 (0.3072) loss_cl: -0.2796 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [20:45:24.123637] Epoch: [87] [1420/2904] eta: 0:18:47 lr: 0.002377 loss: 0.1901 (0.2035) loss_rec_all: 0.2160 (0.2293) loss_rec_sfr: 0.2520 (0.3065) loss_cl: -0.2797 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [20:45:39.039940] Epoch: [87] [1440/2904] eta: 0:18:32 lr: 0.002377 loss: 0.1965 (0.2036) loss_rec_all: 0.2229 (0.2293) loss_rec_sfr: 0.2870 (0.3067) loss_cl: -0.2794 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [20:45:53.950800] Epoch: [87] [1460/2904] eta: 0:18:16 lr: 0.002377 loss: 0.1904 (0.2035) loss_rec_all: 0.2161 (0.2292) loss_rec_sfr: 0.2792 (0.3064) loss_cl: -0.2782 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [20:46:08.869430] Epoch: [87] [1480/2904] eta: 0:18:01 lr: 0.002377 loss: 0.1957 (0.2035) loss_rec_all: 0.2213 (0.2292) loss_rec_sfr: 0.2994 (0.3064) loss_cl: -0.2781 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [20:46:23.786922] Epoch: [87] [1500/2904] eta: 0:17:45 lr: 0.002377 loss: 0.1914 (0.2034) loss_rec_all: 0.2175 (0.2292) loss_rec_sfr: 0.2801 (0.3062) loss_cl: -0.2791 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [20:46:38.703942] Epoch: [87] [1520/2904] eta: 0:17:30 lr: 0.002377 loss: 0.1920 (0.2035) loss_rec_all: 0.2181 (0.2292) loss_rec_sfr: 0.2814 (0.3063) loss_cl: -0.2794 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [20:46:53.619154] Epoch: [87] [1540/2904] eta: 0:17:15 lr: 0.002377 loss: 0.1933 (0.2034) loss_rec_all: 0.2194 (0.2292) loss_rec_sfr: 0.2732 (0.3061) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [20:47:08.535216] Epoch: [87] [1560/2904] eta: 0:16:59 lr: 0.002377 loss: 0.1963 (0.2035) loss_rec_all: 0.2222 (0.2292) loss_rec_sfr: 0.2849 (0.3062) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [20:47:23.448406] Epoch: [87] [1580/2904] eta: 0:16:44 lr: 0.002377 loss: 0.1919 (0.2034) loss_rec_all: 0.2178 (0.2292) loss_rec_sfr: 0.2995 (0.3063) loss_cl: -0.2782 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [20:47:38.361938] Epoch: [87] [1600/2904] eta: 0:16:28 lr: 0.002377 loss: 0.1918 (0.2034) loss_rec_all: 0.2181 (0.2291) loss_rec_sfr: 0.2799 (0.3061) loss_cl: -0.2784 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [20:47:53.271096] Epoch: [87] [1620/2904] eta: 0:16:13 lr: 0.002377 loss: 0.1936 (0.2034) loss_rec_all: 0.2196 (0.2292) loss_rec_sfr: 0.2765 (0.3062) loss_cl: -0.2791 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [20:48:08.184313] Epoch: [87] [1640/2904] eta: 0:15:58 lr: 0.002377 loss: 0.1936 (0.2034) loss_rec_all: 0.2194 (0.2291) loss_rec_sfr: 0.2963 (0.3062) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [20:48:23.096916] Epoch: [87] [1660/2904] eta: 0:15:42 lr: 0.002377 loss: 0.1950 (0.2034) loss_rec_all: 0.2208 (0.2291) loss_rec_sfr: 0.2883 (0.3063) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [20:48:38.144204] Epoch: [87] [1680/2904] eta: 0:15:27 lr: 0.002377 loss: 0.1911 (0.2033) loss_rec_all: 0.2171 (0.2290) loss_rec_sfr: 0.2519 (0.3058) loss_cl: -0.2781 (-0.2787) time: 0.7523 data: 0.0002 max mem: 29860 [20:48:53.065849] Epoch: [87] [1700/2904] eta: 0:15:12 lr: 0.002377 loss: 0.1933 (0.2034) loss_rec_all: 0.2190 (0.2291) loss_rec_sfr: 0.2813 (0.3059) loss_cl: -0.2784 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [20:49:07.986987] Epoch: [87] [1720/2904] eta: 0:14:56 lr: 0.002377 loss: 0.1896 (0.2033) loss_rec_all: 0.2157 (0.2291) loss_rec_sfr: 0.2804 (0.3059) loss_cl: -0.2790 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [20:49:22.905620] Epoch: [87] [1740/2904] eta: 0:14:41 lr: 0.002377 loss: 0.1947 (0.2034) loss_rec_all: 0.2204 (0.2291) loss_rec_sfr: 0.2792 (0.3059) loss_cl: -0.2785 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [20:49:37.822306] Epoch: [87] [1760/2904] eta: 0:14:26 lr: 0.002377 loss: 0.1934 (0.2034) loss_rec_all: 0.2193 (0.2292) loss_rec_sfr: 0.2931 (0.3061) loss_cl: -0.2788 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [20:49:52.739286] Epoch: [87] [1780/2904] eta: 0:14:11 lr: 0.002377 loss: 0.1924 (0.2035) loss_rec_all: 0.2182 (0.2292) loss_rec_sfr: 0.2921 (0.3063) loss_cl: -0.2787 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [20:50:07.662809] Epoch: [87] [1800/2904] eta: 0:13:55 lr: 0.002377 loss: 0.1930 (0.2034) loss_rec_all: 0.2189 (0.2291) loss_rec_sfr: 0.2635 (0.3059) loss_cl: -0.2785 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [20:50:22.577870] Epoch: [87] [1820/2904] eta: 0:13:40 lr: 0.002377 loss: 0.1920 (0.2034) loss_rec_all: 0.2182 (0.2291) loss_rec_sfr: 0.2842 (0.3060) loss_cl: -0.2793 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [20:50:37.488858] Epoch: [87] [1840/2904] eta: 0:13:25 lr: 0.002377 loss: 0.1914 (0.2034) loss_rec_all: 0.2177 (0.2291) loss_rec_sfr: 0.2575 (0.3059) loss_cl: -0.2788 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [20:50:52.403143] Epoch: [87] [1860/2904] eta: 0:13:09 lr: 0.002377 loss: 0.1964 (0.2034) loss_rec_all: 0.2223 (0.2292) loss_rec_sfr: 0.2894 (0.3060) loss_cl: -0.2790 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [20:51:07.317130] Epoch: [87] [1880/2904] eta: 0:12:54 lr: 0.002377 loss: 0.1918 (0.2034) loss_rec_all: 0.2178 (0.2291) loss_rec_sfr: 0.2941 (0.3060) loss_cl: -0.2782 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [20:51:22.233002] Epoch: [87] [1900/2904] eta: 0:12:39 lr: 0.002377 loss: 0.1946 (0.2034) loss_rec_all: 0.2206 (0.2291) loss_rec_sfr: 0.2736 (0.3058) loss_cl: -0.2781 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [20:51:37.157885] Epoch: [87] [1920/2904] eta: 0:12:24 lr: 0.002377 loss: 0.1909 (0.2033) loss_rec_all: 0.2169 (0.2290) loss_rec_sfr: 0.2546 (0.3055) loss_cl: -0.2792 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [20:51:52.076408] Epoch: [87] [1940/2904] eta: 0:12:09 lr: 0.002377 loss: 0.1936 (0.2033) loss_rec_all: 0.2197 (0.2291) loss_rec_sfr: 0.3001 (0.3057) loss_cl: -0.2795 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [20:52:06.990841] Epoch: [87] [1960/2904] eta: 0:11:53 lr: 0.002377 loss: 0.1906 (0.2033) loss_rec_all: 0.2169 (0.2290) loss_rec_sfr: 0.2549 (0.3054) loss_cl: -0.2791 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [20:52:21.901959] Epoch: [87] [1980/2904] eta: 0:11:38 lr: 0.002377 loss: 0.1930 (0.2034) loss_rec_all: 0.2193 (0.2291) loss_rec_sfr: 0.2790 (0.3058) loss_cl: -0.2790 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [20:52:36.823565] Epoch: [87] [2000/2904] eta: 0:11:23 lr: 0.002377 loss: 0.1957 (0.2034) loss_rec_all: 0.2213 (0.2292) loss_rec_sfr: 0.2878 (0.3059) loss_cl: -0.2785 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [20:52:51.744758] Epoch: [87] [2020/2904] eta: 0:11:08 lr: 0.002377 loss: 0.1962 (0.2036) loss_rec_all: 0.2219 (0.2293) loss_rec_sfr: 0.2995 (0.3063) loss_cl: -0.2787 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [20:53:06.666641] Epoch: [87] [2040/2904] eta: 0:10:52 lr: 0.002377 loss: 0.1913 (0.2036) loss_rec_all: 0.2176 (0.2293) loss_rec_sfr: 0.2605 (0.3063) loss_cl: -0.2787 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [20:53:21.587467] Epoch: [87] [2060/2904] eta: 0:10:37 lr: 0.002377 loss: 0.1881 (0.2035) loss_rec_all: 0.2142 (0.2293) loss_rec_sfr: 0.2962 (0.3062) loss_cl: -0.2786 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [20:53:36.506810] Epoch: [87] [2080/2904] eta: 0:10:22 lr: 0.002377 loss: 0.1934 (0.2035) loss_rec_all: 0.2193 (0.2292) loss_rec_sfr: 0.2663 (0.3060) loss_cl: -0.2783 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [20:53:51.426074] Epoch: [87] [2100/2904] eta: 0:10:07 lr: 0.002377 loss: 0.1942 (0.2035) loss_rec_all: 0.2201 (0.2293) loss_rec_sfr: 0.2866 (0.3060) loss_cl: -0.2785 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [20:54:06.346613] Epoch: [87] [2120/2904] eta: 0:09:52 lr: 0.002377 loss: 0.1894 (0.2034) loss_rec_all: 0.2157 (0.2292) loss_rec_sfr: 0.2536 (0.3056) loss_cl: -0.2791 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [20:54:21.260193] Epoch: [87] [2140/2904] eta: 0:09:37 lr: 0.002377 loss: 0.1924 (0.2034) loss_rec_all: 0.2185 (0.2291) loss_rec_sfr: 0.2777 (0.3055) loss_cl: -0.2794 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [20:54:36.176627] Epoch: [87] [2160/2904] eta: 0:09:21 lr: 0.002377 loss: 0.1962 (0.2035) loss_rec_all: 0.2220 (0.2292) loss_rec_sfr: 0.2977 (0.3058) loss_cl: -0.2783 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [20:54:51.095679] Epoch: [87] [2180/2904] eta: 0:09:06 lr: 0.002377 loss: 0.2011 (0.2036) loss_rec_all: 0.2269 (0.2293) loss_rec_sfr: 0.2993 (0.3060) loss_cl: -0.2785 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [20:55:06.021101] Epoch: [87] [2200/2904] eta: 0:08:51 lr: 0.002377 loss: 0.1972 (0.2037) loss_rec_all: 0.2232 (0.2294) loss_rec_sfr: 0.3096 (0.3065) loss_cl: -0.2790 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [20:55:20.951200] Epoch: [87] [2220/2904] eta: 0:08:36 lr: 0.002377 loss: 0.1930 (0.2037) loss_rec_all: 0.2191 (0.2294) loss_rec_sfr: 0.2690 (0.3064) loss_cl: -0.2800 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [20:55:35.878342] Epoch: [87] [2240/2904] eta: 0:08:21 lr: 0.002377 loss: 0.1925 (0.2038) loss_rec_all: 0.2184 (0.2295) loss_rec_sfr: 0.2861 (0.3065) loss_cl: -0.2780 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [20:55:50.805216] Epoch: [87] [2260/2904] eta: 0:08:06 lr: 0.002377 loss: 0.1914 (0.2037) loss_rec_all: 0.2171 (0.2294) loss_rec_sfr: 0.2557 (0.3062) loss_cl: -0.2777 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [20:56:05.738863] Epoch: [87] [2280/2904] eta: 0:07:50 lr: 0.002377 loss: 0.1883 (0.2036) loss_rec_all: 0.2146 (0.2293) loss_rec_sfr: 0.2490 (0.3058) loss_cl: -0.2787 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [20:56:20.661165] Epoch: [87] [2300/2904] eta: 0:07:35 lr: 0.002377 loss: 0.1918 (0.2036) loss_rec_all: 0.2175 (0.2293) loss_rec_sfr: 0.2950 (0.3059) loss_cl: -0.2777 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [20:56:35.577280] Epoch: [87] [2320/2904] eta: 0:07:20 lr: 0.002377 loss: 0.1886 (0.2035) loss_rec_all: 0.2147 (0.2293) loss_rec_sfr: 0.2728 (0.3058) loss_cl: -0.2785 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [20:56:50.490146] Epoch: [87] [2340/2904] eta: 0:07:05 lr: 0.002377 loss: 0.1884 (0.2035) loss_rec_all: 0.2141 (0.2292) loss_rec_sfr: 0.2810 (0.3056) loss_cl: -0.2800 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [20:57:05.410696] Epoch: [87] [2360/2904] eta: 0:06:50 lr: 0.002377 loss: 0.1926 (0.2034) loss_rec_all: 0.2184 (0.2292) loss_rec_sfr: 0.2862 (0.3055) loss_cl: -0.2791 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [20:57:20.326683] Epoch: [87] [2380/2904] eta: 0:06:35 lr: 0.002377 loss: 0.1923 (0.2034) loss_rec_all: 0.2184 (0.2292) loss_rec_sfr: 0.2539 (0.3054) loss_cl: -0.2787 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [20:57:35.244328] Epoch: [87] [2400/2904] eta: 0:06:20 lr: 0.002377 loss: 0.1974 (0.2035) loss_rec_all: 0.2236 (0.2292) loss_rec_sfr: 0.2920 (0.3057) loss_cl: -0.2784 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [20:57:50.153366] Epoch: [87] [2420/2904] eta: 0:06:05 lr: 0.002377 loss: 0.1933 (0.2035) loss_rec_all: 0.2192 (0.2292) loss_rec_sfr: 0.2853 (0.3056) loss_cl: -0.2792 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [20:58:05.062685] Epoch: [87] [2440/2904] eta: 0:05:49 lr: 0.002377 loss: 0.1949 (0.2035) loss_rec_all: 0.2212 (0.2292) loss_rec_sfr: 0.2779 (0.3055) loss_cl: -0.2796 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [20:58:19.979626] Epoch: [87] [2460/2904] eta: 0:05:34 lr: 0.002377 loss: 0.1886 (0.2034) loss_rec_all: 0.2148 (0.2292) loss_rec_sfr: 0.2896 (0.3054) loss_cl: -0.2788 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [20:58:34.898972] Epoch: [87] [2480/2904] eta: 0:05:19 lr: 0.002377 loss: 0.1928 (0.2034) loss_rec_all: 0.2186 (0.2291) loss_rec_sfr: 0.2834 (0.3053) loss_cl: -0.2793 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [20:58:49.818296] Epoch: [87] [2500/2904] eta: 0:05:04 lr: 0.002377 loss: 0.1919 (0.2034) loss_rec_all: 0.2178 (0.2291) loss_rec_sfr: 0.2558 (0.3051) loss_cl: -0.2789 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [20:59:04.733503] Epoch: [87] [2520/2904] eta: 0:04:49 lr: 0.002377 loss: 0.1977 (0.2034) loss_rec_all: 0.2238 (0.2291) loss_rec_sfr: 0.2781 (0.3051) loss_cl: -0.2787 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [20:59:19.654907] Epoch: [87] [2540/2904] eta: 0:04:34 lr: 0.002377 loss: 0.1916 (0.2034) loss_rec_all: 0.2177 (0.2291) loss_rec_sfr: 0.2847 (0.3052) loss_cl: -0.2783 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [20:59:34.570737] Epoch: [87] [2560/2904] eta: 0:04:19 lr: 0.002377 loss: 0.1962 (0.2035) loss_rec_all: 0.2219 (0.2292) loss_rec_sfr: 0.3029 (0.3055) loss_cl: -0.2786 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [20:59:49.493303] Epoch: [87] [2580/2904] eta: 0:04:04 lr: 0.002377 loss: 0.1957 (0.2035) loss_rec_all: 0.2222 (0.2292) loss_rec_sfr: 0.2737 (0.3053) loss_cl: -0.2794 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [21:00:04.411820] Epoch: [87] [2600/2904] eta: 0:03:49 lr: 0.002377 loss: 0.1903 (0.2034) loss_rec_all: 0.2163 (0.2292) loss_rec_sfr: 0.2851 (0.3052) loss_cl: -0.2792 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [21:00:19.333879] Epoch: [87] [2620/2904] eta: 0:03:34 lr: 0.002377 loss: 0.1921 (0.2034) loss_rec_all: 0.2176 (0.2291) loss_rec_sfr: 0.2952 (0.3051) loss_cl: -0.2785 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [21:00:34.253851] Epoch: [87] [2640/2904] eta: 0:03:18 lr: 0.002377 loss: 0.1901 (0.2034) loss_rec_all: 0.2164 (0.2292) loss_rec_sfr: 0.2811 (0.3053) loss_cl: -0.2783 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [21:00:49.173940] Epoch: [87] [2660/2904] eta: 0:03:03 lr: 0.002377 loss: 0.1918 (0.2034) loss_rec_all: 0.2176 (0.2291) loss_rec_sfr: 0.2903 (0.3053) loss_cl: -0.2790 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [21:01:04.088969] Epoch: [87] [2680/2904] eta: 0:02:48 lr: 0.002377 loss: 0.1902 (0.2034) loss_rec_all: 0.2159 (0.2291) loss_rec_sfr: 0.2806 (0.3051) loss_cl: -0.2784 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [21:01:19.001873] Epoch: [87] [2700/2904] eta: 0:02:33 lr: 0.002377 loss: 0.1926 (0.2034) loss_rec_all: 0.2184 (0.2291) loss_rec_sfr: 0.2787 (0.3052) loss_cl: -0.2783 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [21:01:33.917554] Epoch: [87] [2720/2904] eta: 0:02:18 lr: 0.002377 loss: 0.1941 (0.2033) loss_rec_all: 0.2199 (0.2291) loss_rec_sfr: 0.2830 (0.3050) loss_cl: -0.2785 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [21:01:48.830805] Epoch: [87] [2740/2904] eta: 0:02:03 lr: 0.002377 loss: 0.1868 (0.2032) loss_rec_all: 0.2126 (0.2290) loss_rec_sfr: 0.2764 (0.3047) loss_cl: -0.2792 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [21:02:03.750523] Epoch: [87] [2760/2904] eta: 0:01:48 lr: 0.002377 loss: 0.1924 (0.2033) loss_rec_all: 0.2183 (0.2290) loss_rec_sfr: 0.2738 (0.3048) loss_cl: -0.2796 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [21:02:18.668841] Epoch: [87] [2780/2904] eta: 0:01:33 lr: 0.002376 loss: 0.1897 (0.2032) loss_rec_all: 0.2161 (0.2289) loss_rec_sfr: 0.2535 (0.3046) loss_cl: -0.2799 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [21:02:33.587407] Epoch: [87] [2800/2904] eta: 0:01:18 lr: 0.002376 loss: 0.1931 (0.2032) loss_rec_all: 0.2189 (0.2290) loss_rec_sfr: 0.2831 (0.3047) loss_cl: -0.2789 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [21:02:48.511565] Epoch: [87] [2820/2904] eta: 0:01:03 lr: 0.002376 loss: 0.1932 (0.2033) loss_rec_all: 0.2193 (0.2290) loss_rec_sfr: 0.3041 (0.3049) loss_cl: -0.2779 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [21:03:03.456987] Epoch: [87] [2840/2904] eta: 0:00:48 lr: 0.002376 loss: 0.1897 (0.2033) loss_rec_all: 0.2158 (0.2290) loss_rec_sfr: 0.2839 (0.3049) loss_cl: -0.2791 (-0.2787) time: 0.7472 data: 0.0023 max mem: 29860 [21:03:18.348560] Epoch: [87] [2860/2904] eta: 0:00:33 lr: 0.002376 loss: 0.1915 (0.2033) loss_rec_all: 0.2178 (0.2290) loss_rec_sfr: 0.2652 (0.3049) loss_cl: -0.2799 (-0.2787) time: 0.7445 data: 0.0001 max mem: 29860 [21:03:33.245058] Epoch: [87] [2880/2904] eta: 0:00:18 lr: 0.002376 loss: 0.1892 (0.2033) loss_rec_all: 0.2156 (0.2290) loss_rec_sfr: 0.2554 (0.3048) loss_cl: -0.2786 (-0.2787) time: 0.7448 data: 0.0001 max mem: 29860 [21:03:48.142196] Epoch: [87] [2900/2904] eta: 0:00:03 lr: 0.002376 loss: 0.1916 (0.2032) loss_rec_all: 0.2174 (0.2290) loss_rec_sfr: 0.2875 (0.3047) loss_cl: -0.2799 (-0.2787) time: 0.7448 data: 0.0001 max mem: 29860 [21:03:50.383614] Epoch: [87] [2903/2904] eta: 0:00:00 lr: 0.002376 loss: 0.1918 (0.2032) loss_rec_all: 0.2178 (0.2290) loss_rec_sfr: 0.2900 (0.3048) loss_cl: -0.2799 (-0.2787) time: 0.7448 data: 0.0001 max mem: 29860 [21:03:52.422362] Epoch: [87] Total time: 0:36:28 (0.7536 s / it) [21:03:52.426147] Averaged stats: lr: 0.002376 loss: 0.1918 (0.2056) loss_rec_all: 0.2178 (0.2290) loss_rec_sfr: 0.2900 (0.3048) loss_cl: -0.2799 (-0.2555) [21:03:52.430984] log_dir: ./checkpoint/VF2_ViT-B [21:04:10.082403] Epoch: [88] [ 0/2904] eta: 14:14:17 lr: 0.002376 loss: 0.1977 (0.1977) loss_rec_all: 0.2235 (0.2235) loss_rec_sfr: 0.2892 (0.2892) loss_cl: -0.2787 (-0.2787) time: 17.6507 data: 10.3358 max mem: 29860 [21:04:26.660869] Epoch: [88] [ 20/2904] eta: 1:18:20 lr: 0.002376 loss: 0.1887 (0.1952) loss_rec_all: 0.2145 (0.2211) loss_rec_sfr: 0.2735 (0.2780) loss_cl: -0.2792 (-0.2784) time: 0.8289 data: 0.0851 max mem: 29860 [21:04:41.542873] Epoch: [88] [ 40/2904] eta: 0:57:10 lr: 0.002376 loss: 0.1924 (0.2026) loss_rec_all: 0.2183 (0.2284) loss_rec_sfr: 0.2979 (0.3026) loss_cl: -0.2792 (-0.2788) time: 0.7441 data: 0.0002 max mem: 29860 [21:04:56.434091] Epoch: [88] [ 60/2904] eta: 0:49:43 lr: 0.002376 loss: 0.1919 (0.2014) loss_rec_all: 0.2180 (0.2273) loss_rec_sfr: 0.2518 (0.2944) loss_cl: -0.2789 (-0.2788) time: 0.7445 data: 0.0002 max mem: 29860 [21:05:11.329194] Epoch: [88] [ 80/2904] eta: 0:45:50 lr: 0.002376 loss: 0.1898 (0.2007) loss_rec_all: 0.2156 (0.2266) loss_rec_sfr: 0.2704 (0.2915) loss_cl: -0.2785 (-0.2786) time: 0.7447 data: 0.0002 max mem: 29860 [21:05:26.249270] Epoch: [88] [ 100/2904] eta: 0:43:24 lr: 0.002376 loss: 0.1895 (0.2006) loss_rec_all: 0.2156 (0.2264) loss_rec_sfr: 0.2494 (0.2906) loss_cl: -0.2782 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [21:05:41.163313] Epoch: [88] [ 120/2904] eta: 0:41:41 lr: 0.002376 loss: 0.1922 (0.2007) loss_rec_all: 0.2183 (0.2265) loss_rec_sfr: 0.2995 (0.2946) loss_cl: -0.2799 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [21:05:56.084201] Epoch: [88] [ 140/2904] eta: 0:40:23 lr: 0.002376 loss: 0.1974 (0.2021) loss_rec_all: 0.2234 (0.2279) loss_rec_sfr: 0.2790 (0.2969) loss_cl: -0.2795 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [21:06:11.003931] Epoch: [88] [ 160/2904] eta: 0:39:21 lr: 0.002376 loss: 0.1919 (0.2018) loss_rec_all: 0.2181 (0.2276) loss_rec_sfr: 0.2826 (0.2966) loss_cl: -0.2796 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [21:06:25.919739] Epoch: [88] [ 180/2904] eta: 0:38:29 lr: 0.002376 loss: 0.1926 (0.2024) loss_rec_all: 0.2185 (0.2282) loss_rec_sfr: 0.2992 (0.2988) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [21:06:40.842088] Epoch: [88] [ 200/2904] eta: 0:37:45 lr: 0.002376 loss: 0.1956 (0.2028) loss_rec_all: 0.2218 (0.2286) loss_rec_sfr: 0.2985 (0.3011) loss_cl: -0.2798 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [21:06:55.768838] Epoch: [88] [ 220/2904] eta: 0:37:06 lr: 0.002376 loss: 0.1963 (0.2033) loss_rec_all: 0.2220 (0.2290) loss_rec_sfr: 0.2961 (0.3032) loss_cl: -0.2792 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [21:07:10.691607] Epoch: [88] [ 240/2904] eta: 0:36:31 lr: 0.002376 loss: 0.1909 (0.2035) loss_rec_all: 0.2171 (0.2292) loss_rec_sfr: 0.2721 (0.3029) loss_cl: -0.2794 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [21:07:25.620316] Epoch: [88] [ 260/2904] eta: 0:35:59 lr: 0.002376 loss: 0.1910 (0.2034) loss_rec_all: 0.2176 (0.2292) loss_rec_sfr: 0.2537 (0.3024) loss_cl: -0.2799 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [21:07:40.573488] Epoch: [88] [ 280/2904] eta: 0:35:30 lr: 0.002376 loss: 0.1935 (0.2030) loss_rec_all: 0.2193 (0.2288) loss_rec_sfr: 0.2723 (0.3012) loss_cl: -0.2786 (-0.2788) time: 0.7476 data: 0.0002 max mem: 29860 [21:07:55.489907] Epoch: [88] [ 300/2904] eta: 0:35:02 lr: 0.002376 loss: 0.1938 (0.2028) loss_rec_all: 0.2196 (0.2285) loss_rec_sfr: 0.2930 (0.3012) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [21:08:10.561307] Epoch: [88] [ 320/2904] eta: 0:34:37 lr: 0.002376 loss: 0.1930 (0.2029) loss_rec_all: 0.2187 (0.2286) loss_rec_sfr: 0.2855 (0.3015) loss_cl: -0.2795 (-0.2787) time: 0.7535 data: 0.0002 max mem: 29860 [21:08:25.473976] Epoch: [88] [ 340/2904] eta: 0:34:12 lr: 0.002376 loss: 0.1902 (0.2024) loss_rec_all: 0.2161 (0.2282) loss_rec_sfr: 0.2737 (0.3000) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [21:08:40.391833] Epoch: [88] [ 360/2904] eta: 0:33:49 lr: 0.002376 loss: 0.1981 (0.2030) loss_rec_all: 0.2240 (0.2288) loss_rec_sfr: 0.3063 (0.3026) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [21:08:55.308092] Epoch: [88] [ 380/2904] eta: 0:33:26 lr: 0.002376 loss: 0.1931 (0.2032) loss_rec_all: 0.2194 (0.2289) loss_rec_sfr: 0.2816 (0.3031) loss_cl: -0.2794 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [21:09:10.224532] Epoch: [88] [ 400/2904] eta: 0:33:04 lr: 0.002376 loss: 0.1894 (0.2028) loss_rec_all: 0.2152 (0.2286) loss_rec_sfr: 0.2780 (0.3026) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [21:09:25.144744] Epoch: [88] [ 420/2904] eta: 0:32:42 lr: 0.002376 loss: 0.1940 (0.2026) loss_rec_all: 0.2201 (0.2283) loss_rec_sfr: 0.2958 (0.3022) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [21:09:40.064056] Epoch: [88] [ 440/2904] eta: 0:32:22 lr: 0.002376 loss: 0.1931 (0.2023) loss_rec_all: 0.2189 (0.2280) loss_rec_sfr: 0.2891 (0.3018) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [21:09:54.985811] Epoch: [88] [ 460/2904] eta: 0:32:01 lr: 0.002376 loss: 0.1922 (0.2022) loss_rec_all: 0.2180 (0.2279) loss_rec_sfr: 0.2974 (0.3024) loss_cl: -0.2801 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [21:10:09.905928] Epoch: [88] [ 480/2904] eta: 0:31:42 lr: 0.002376 loss: 0.1895 (0.2021) loss_rec_all: 0.2157 (0.2279) loss_rec_sfr: 0.2609 (0.3020) loss_cl: -0.2793 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [21:10:24.817043] Epoch: [88] [ 500/2904] eta: 0:31:22 lr: 0.002376 loss: 0.1925 (0.2020) loss_rec_all: 0.2184 (0.2278) loss_rec_sfr: 0.2741 (0.3014) loss_cl: -0.2784 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [21:10:39.732799] Epoch: [88] [ 520/2904] eta: 0:31:03 lr: 0.002376 loss: 0.1960 (0.2024) loss_rec_all: 0.2217 (0.2282) loss_rec_sfr: 0.2817 (0.3024) loss_cl: -0.2772 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [21:10:54.646897] Epoch: [88] [ 540/2904] eta: 0:30:44 lr: 0.002376 loss: 0.1918 (0.2024) loss_rec_all: 0.2174 (0.2281) loss_rec_sfr: 0.2939 (0.3026) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [21:11:09.569230] Epoch: [88] [ 560/2904] eta: 0:30:26 lr: 0.002376 loss: 0.1975 (0.2024) loss_rec_all: 0.2233 (0.2282) loss_rec_sfr: 0.2805 (0.3023) loss_cl: -0.2794 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [21:11:24.481447] Epoch: [88] [ 580/2904] eta: 0:30:08 lr: 0.002376 loss: 0.1947 (0.2022) loss_rec_all: 0.2209 (0.2280) loss_rec_sfr: 0.2541 (0.3012) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [21:11:39.398910] Epoch: [88] [ 600/2904] eta: 0:29:50 lr: 0.002376 loss: 0.1921 (0.2024) loss_rec_all: 0.2180 (0.2282) loss_rec_sfr: 0.2789 (0.3020) loss_cl: -0.2782 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [21:11:54.313401] Epoch: [88] [ 620/2904] eta: 0:29:32 lr: 0.002376 loss: 0.1937 (0.2024) loss_rec_all: 0.2194 (0.2282) loss_rec_sfr: 0.2831 (0.3021) loss_cl: -0.2782 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [21:12:09.224466] Epoch: [88] [ 640/2904] eta: 0:29:14 lr: 0.002376 loss: 0.1916 (0.2023) loss_rec_all: 0.2175 (0.2281) loss_rec_sfr: 0.2763 (0.3018) loss_cl: -0.2791 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [21:12:24.144936] Epoch: [88] [ 660/2904] eta: 0:28:57 lr: 0.002376 loss: 0.1958 (0.2025) loss_rec_all: 0.2219 (0.2282) loss_rec_sfr: 0.2768 (0.3025) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [21:12:39.058961] Epoch: [88] [ 680/2904] eta: 0:28:39 lr: 0.002376 loss: 0.1910 (0.2025) loss_rec_all: 0.2168 (0.2283) loss_rec_sfr: 0.3025 (0.3031) loss_cl: -0.2784 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [21:12:53.970851] Epoch: [88] [ 700/2904] eta: 0:28:22 lr: 0.002376 loss: 0.1942 (0.2026) loss_rec_all: 0.2201 (0.2284) loss_rec_sfr: 0.2959 (0.3034) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0004 max mem: 29860 [21:13:08.890344] Epoch: [88] [ 720/2904] eta: 0:28:05 lr: 0.002376 loss: 0.1919 (0.2024) loss_rec_all: 0.2180 (0.2282) loss_rec_sfr: 0.2814 (0.3028) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [21:13:23.810272] Epoch: [88] [ 740/2904] eta: 0:27:48 lr: 0.002376 loss: 0.1898 (0.2022) loss_rec_all: 0.2160 (0.2280) loss_rec_sfr: 0.2924 (0.3023) loss_cl: -0.2796 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [21:13:38.726624] Epoch: [88] [ 760/2904] eta: 0:27:31 lr: 0.002376 loss: 0.1966 (0.2022) loss_rec_all: 0.2230 (0.2280) loss_rec_sfr: 0.2723 (0.3021) loss_cl: -0.2806 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [21:13:53.642474] Epoch: [88] [ 780/2904] eta: 0:27:14 lr: 0.002376 loss: 0.1917 (0.2023) loss_rec_all: 0.2178 (0.2280) loss_rec_sfr: 0.2887 (0.3024) loss_cl: -0.2793 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [21:14:08.558015] Epoch: [88] [ 800/2904] eta: 0:26:58 lr: 0.002376 loss: 0.1908 (0.2023) loss_rec_all: 0.2166 (0.2280) loss_rec_sfr: 0.2423 (0.3022) loss_cl: -0.2775 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [21:14:23.476072] Epoch: [88] [ 820/2904] eta: 0:26:41 lr: 0.002376 loss: 0.1880 (0.2021) loss_rec_all: 0.2145 (0.2279) loss_rec_sfr: 0.2494 (0.3015) loss_cl: -0.2799 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [21:14:38.398002] Epoch: [88] [ 840/2904] eta: 0:26:25 lr: 0.002376 loss: 0.1903 (0.2021) loss_rec_all: 0.2163 (0.2278) loss_rec_sfr: 0.2605 (0.3011) loss_cl: -0.2799 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [21:14:53.314440] Epoch: [88] [ 860/2904] eta: 0:26:08 lr: 0.002376 loss: 0.2006 (0.2023) loss_rec_all: 0.2266 (0.2281) loss_rec_sfr: 0.2717 (0.3014) loss_cl: -0.2781 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [21:15:08.227950] Epoch: [88] [ 880/2904] eta: 0:25:52 lr: 0.002376 loss: 0.1945 (0.2023) loss_rec_all: 0.2203 (0.2281) loss_rec_sfr: 0.2831 (0.3014) loss_cl: -0.2784 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [21:15:23.140262] Epoch: [88] [ 900/2904] eta: 0:25:36 lr: 0.002376 loss: 0.1934 (0.2023) loss_rec_all: 0.2190 (0.2281) loss_rec_sfr: 0.2792 (0.3013) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [21:15:38.056956] Epoch: [88] [ 920/2904] eta: 0:25:19 lr: 0.002376 loss: 0.1901 (0.2022) loss_rec_all: 0.2161 (0.2280) loss_rec_sfr: 0.2728 (0.3010) loss_cl: -0.2794 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [21:15:52.975486] Epoch: [88] [ 940/2904] eta: 0:25:03 lr: 0.002376 loss: 0.1935 (0.2023) loss_rec_all: 0.2195 (0.2281) loss_rec_sfr: 0.2922 (0.3017) loss_cl: -0.2778 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [21:16:07.891265] Epoch: [88] [ 960/2904] eta: 0:24:47 lr: 0.002376 loss: 0.1904 (0.2024) loss_rec_all: 0.2165 (0.2282) loss_rec_sfr: 0.2616 (0.3018) loss_cl: -0.2777 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [21:16:22.807321] Epoch: [88] [ 980/2904] eta: 0:24:31 lr: 0.002376 loss: 0.1937 (0.2024) loss_rec_all: 0.2198 (0.2282) loss_rec_sfr: 0.2589 (0.3015) loss_cl: -0.2793 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [21:16:37.728612] Epoch: [88] [1000/2904] eta: 0:24:15 lr: 0.002376 loss: 0.1940 (0.2023) loss_rec_all: 0.2199 (0.2281) loss_rec_sfr: 0.2682 (0.3009) loss_cl: -0.2794 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [21:16:52.650072] Epoch: [88] [1020/2904] eta: 0:23:59 lr: 0.002376 loss: 0.1965 (0.2023) loss_rec_all: 0.2225 (0.2281) loss_rec_sfr: 0.2833 (0.3011) loss_cl: -0.2794 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [21:17:07.570695] Epoch: [88] [1040/2904] eta: 0:23:43 lr: 0.002376 loss: 0.1954 (0.2023) loss_rec_all: 0.2211 (0.2281) loss_rec_sfr: 0.2890 (0.3010) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [21:17:22.495545] Epoch: [88] [1060/2904] eta: 0:23:27 lr: 0.002376 loss: 0.1979 (0.2025) loss_rec_all: 0.2234 (0.2283) loss_rec_sfr: 0.2978 (0.3015) loss_cl: -0.2790 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [21:17:37.415406] Epoch: [88] [1080/2904] eta: 0:23:11 lr: 0.002376 loss: 0.1911 (0.2023) loss_rec_all: 0.2169 (0.2281) loss_rec_sfr: 0.3034 (0.3013) loss_cl: -0.2784 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [21:17:52.336353] Epoch: [88] [1100/2904] eta: 0:22:56 lr: 0.002376 loss: 0.1947 (0.2024) loss_rec_all: 0.2207 (0.2282) loss_rec_sfr: 0.2951 (0.3017) loss_cl: -0.2793 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [21:18:07.254469] Epoch: [88] [1120/2904] eta: 0:22:40 lr: 0.002376 loss: 0.1922 (0.2025) loss_rec_all: 0.2180 (0.2282) loss_rec_sfr: 0.2862 (0.3018) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [21:18:22.169091] Epoch: [88] [1140/2904] eta: 0:22:24 lr: 0.002376 loss: 0.1932 (0.2025) loss_rec_all: 0.2195 (0.2283) loss_rec_sfr: 0.2683 (0.3018) loss_cl: -0.2781 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [21:18:37.086495] Epoch: [88] [1160/2904] eta: 0:22:08 lr: 0.002376 loss: 0.1889 (0.2024) loss_rec_all: 0.2154 (0.2282) loss_rec_sfr: 0.2628 (0.3013) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [21:18:52.006163] Epoch: [88] [1180/2904] eta: 0:21:53 lr: 0.002376 loss: 0.1920 (0.2025) loss_rec_all: 0.2182 (0.2282) loss_rec_sfr: 0.2734 (0.3013) loss_cl: -0.2784 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [21:19:06.925450] Epoch: [88] [1200/2904] eta: 0:21:37 lr: 0.002376 loss: 0.1895 (0.2024) loss_rec_all: 0.2152 (0.2281) loss_rec_sfr: 0.2800 (0.3010) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [21:19:21.845621] Epoch: [88] [1220/2904] eta: 0:21:21 lr: 0.002376 loss: 0.1920 (0.2025) loss_rec_all: 0.2178 (0.2283) loss_rec_sfr: 0.2746 (0.3015) loss_cl: -0.2795 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [21:19:36.765003] Epoch: [88] [1240/2904] eta: 0:21:06 lr: 0.002376 loss: 0.1922 (0.2024) loss_rec_all: 0.2184 (0.2282) loss_rec_sfr: 0.2733 (0.3011) loss_cl: -0.2794 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [21:19:51.679577] Epoch: [88] [1260/2904] eta: 0:20:50 lr: 0.002376 loss: 0.1935 (0.2025) loss_rec_all: 0.2195 (0.2282) loss_rec_sfr: 0.2949 (0.3015) loss_cl: -0.2780 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [21:20:06.589230] Epoch: [88] [1280/2904] eta: 0:20:34 lr: 0.002376 loss: 0.1922 (0.2024) loss_rec_all: 0.2180 (0.2282) loss_rec_sfr: 0.2535 (0.3010) loss_cl: -0.2785 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [21:20:21.506743] Epoch: [88] [1300/2904] eta: 0:20:19 lr: 0.002376 loss: 0.1939 (0.2024) loss_rec_all: 0.2197 (0.2281) loss_rec_sfr: 0.2670 (0.3010) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [21:20:36.426550] Epoch: [88] [1320/2904] eta: 0:20:03 lr: 0.002376 loss: 0.1922 (0.2024) loss_rec_all: 0.2179 (0.2282) loss_rec_sfr: 0.2754 (0.3011) loss_cl: -0.2782 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [21:20:51.342889] Epoch: [88] [1340/2904] eta: 0:19:48 lr: 0.002376 loss: 0.1951 (0.2024) loss_rec_all: 0.2214 (0.2282) loss_rec_sfr: 0.2767 (0.3012) loss_cl: -0.2796 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [21:21:06.263984] Epoch: [88] [1360/2904] eta: 0:19:32 lr: 0.002376 loss: 0.1954 (0.2025) loss_rec_all: 0.2215 (0.2283) loss_rec_sfr: 0.2789 (0.3011) loss_cl: -0.2797 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [21:21:21.173114] Epoch: [88] [1380/2904] eta: 0:19:17 lr: 0.002376 loss: 0.1906 (0.2024) loss_rec_all: 0.2168 (0.2282) loss_rec_sfr: 0.2718 (0.3009) loss_cl: -0.2790 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [21:21:36.086570] Epoch: [88] [1400/2904] eta: 0:19:01 lr: 0.002376 loss: 0.1974 (0.2025) loss_rec_all: 0.2229 (0.2282) loss_rec_sfr: 0.3035 (0.3013) loss_cl: -0.2784 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [21:21:50.998438] Epoch: [88] [1420/2904] eta: 0:18:46 lr: 0.002376 loss: 0.1932 (0.2025) loss_rec_all: 0.2191 (0.2282) loss_rec_sfr: 0.2721 (0.3012) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [21:22:05.907301] Epoch: [88] [1440/2904] eta: 0:18:30 lr: 0.002376 loss: 0.1954 (0.2025) loss_rec_all: 0.2217 (0.2283) loss_rec_sfr: 0.2765 (0.3013) loss_cl: -0.2787 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [21:22:20.825750] Epoch: [88] [1460/2904] eta: 0:18:15 lr: 0.002376 loss: 0.1977 (0.2026) loss_rec_all: 0.2238 (0.2284) loss_rec_sfr: 0.2909 (0.3016) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [21:22:35.749772] Epoch: [88] [1480/2904] eta: 0:18:00 lr: 0.002376 loss: 0.1932 (0.2026) loss_rec_all: 0.2190 (0.2284) loss_rec_sfr: 0.2938 (0.3016) loss_cl: -0.2787 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [21:22:50.674293] Epoch: [88] [1500/2904] eta: 0:17:44 lr: 0.002376 loss: 0.1918 (0.2027) loss_rec_all: 0.2177 (0.2285) loss_rec_sfr: 0.2907 (0.3020) loss_cl: -0.2782 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [21:23:05.588447] Epoch: [88] [1520/2904] eta: 0:17:29 lr: 0.002376 loss: 0.1958 (0.2028) loss_rec_all: 0.2222 (0.2285) loss_rec_sfr: 0.2936 (0.3023) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [21:23:20.498772] Epoch: [88] [1540/2904] eta: 0:17:13 lr: 0.002376 loss: 0.1928 (0.2027) loss_rec_all: 0.2186 (0.2285) loss_rec_sfr: 0.2958 (0.3022) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [21:23:35.412468] Epoch: [88] [1560/2904] eta: 0:16:58 lr: 0.002376 loss: 0.1910 (0.2029) loss_rec_all: 0.2172 (0.2286) loss_rec_sfr: 0.2896 (0.3026) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [21:23:50.329847] Epoch: [88] [1580/2904] eta: 0:16:43 lr: 0.002376 loss: 0.1958 (0.2029) loss_rec_all: 0.2218 (0.2286) loss_rec_sfr: 0.2788 (0.3026) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [21:24:05.246204] Epoch: [88] [1600/2904] eta: 0:16:27 lr: 0.002376 loss: 0.1961 (0.2029) loss_rec_all: 0.2219 (0.2287) loss_rec_sfr: 0.2897 (0.3028) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [21:24:20.169153] Epoch: [88] [1620/2904] eta: 0:16:12 lr: 0.002376 loss: 0.1919 (0.2029) loss_rec_all: 0.2180 (0.2287) loss_rec_sfr: 0.2523 (0.3027) loss_cl: -0.2786 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [21:24:35.089665] Epoch: [88] [1640/2904] eta: 0:15:57 lr: 0.002376 loss: 0.1954 (0.2030) loss_rec_all: 0.2210 (0.2287) loss_rec_sfr: 0.2975 (0.3030) loss_cl: -0.2794 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [21:24:50.005451] Epoch: [88] [1660/2904] eta: 0:15:41 lr: 0.002376 loss: 0.1908 (0.2029) loss_rec_all: 0.2171 (0.2287) loss_rec_sfr: 0.2822 (0.3029) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [21:25:04.923452] Epoch: [88] [1680/2904] eta: 0:15:26 lr: 0.002376 loss: 0.1966 (0.2030) loss_rec_all: 0.2223 (0.2288) loss_rec_sfr: 0.2856 (0.3030) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [21:25:19.843628] Epoch: [88] [1700/2904] eta: 0:15:11 lr: 0.002376 loss: 0.1900 (0.2029) loss_rec_all: 0.2158 (0.2287) loss_rec_sfr: 0.2715 (0.3027) loss_cl: -0.2794 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [21:25:34.759405] Epoch: [88] [1720/2904] eta: 0:14:55 lr: 0.002376 loss: 0.1909 (0.2029) loss_rec_all: 0.2167 (0.2287) loss_rec_sfr: 0.2850 (0.3028) loss_cl: -0.2782 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [21:25:49.673701] Epoch: [88] [1740/2904] eta: 0:14:40 lr: 0.002376 loss: 0.1982 (0.2031) loss_rec_all: 0.2242 (0.2288) loss_rec_sfr: 0.3043 (0.3033) loss_cl: -0.2783 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [21:26:04.591276] Epoch: [88] [1760/2904] eta: 0:14:25 lr: 0.002376 loss: 0.1914 (0.2030) loss_rec_all: 0.2178 (0.2288) loss_rec_sfr: 0.2686 (0.3032) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [21:26:19.512247] Epoch: [88] [1780/2904] eta: 0:14:10 lr: 0.002376 loss: 0.1922 (0.2029) loss_rec_all: 0.2181 (0.2287) loss_rec_sfr: 0.2894 (0.3030) loss_cl: -0.2800 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [21:26:34.432943] Epoch: [88] [1800/2904] eta: 0:13:54 lr: 0.002376 loss: 0.1929 (0.2028) loss_rec_all: 0.2190 (0.2286) loss_rec_sfr: 0.2795 (0.3028) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [21:26:49.348668] Epoch: [88] [1820/2904] eta: 0:13:39 lr: 0.002376 loss: 0.1948 (0.2029) loss_rec_all: 0.2204 (0.2286) loss_rec_sfr: 0.2832 (0.3029) loss_cl: -0.2777 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [21:27:04.268531] Epoch: [88] [1840/2904] eta: 0:13:24 lr: 0.002376 loss: 0.1933 (0.2029) loss_rec_all: 0.2190 (0.2286) loss_rec_sfr: 0.2787 (0.3028) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [21:27:19.184633] Epoch: [88] [1860/2904] eta: 0:13:09 lr: 0.002376 loss: 0.1929 (0.2028) loss_rec_all: 0.2190 (0.2286) loss_rec_sfr: 0.2560 (0.3025) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [21:27:34.103355] Epoch: [88] [1880/2904] eta: 0:12:53 lr: 0.002376 loss: 0.1936 (0.2028) loss_rec_all: 0.2191 (0.2286) loss_rec_sfr: 0.2931 (0.3027) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [21:27:49.013040] Epoch: [88] [1900/2904] eta: 0:12:38 lr: 0.002376 loss: 0.1919 (0.2028) loss_rec_all: 0.2179 (0.2285) loss_rec_sfr: 0.2814 (0.3026) loss_cl: -0.2790 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [21:28:03.937787] Epoch: [88] [1920/2904] eta: 0:12:23 lr: 0.002376 loss: 0.1972 (0.2028) loss_rec_all: 0.2228 (0.2286) loss_rec_sfr: 0.2814 (0.3027) loss_cl: -0.2787 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [21:28:18.858510] Epoch: [88] [1940/2904] eta: 0:12:08 lr: 0.002376 loss: 0.1908 (0.2028) loss_rec_all: 0.2166 (0.2285) loss_rec_sfr: 0.2725 (0.3026) loss_cl: -0.2795 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [21:28:33.777366] Epoch: [88] [1960/2904] eta: 0:11:53 lr: 0.002376 loss: 0.1926 (0.2028) loss_rec_all: 0.2188 (0.2285) loss_rec_sfr: 0.2854 (0.3026) loss_cl: -0.2795 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [21:28:48.688306] Epoch: [88] [1980/2904] eta: 0:11:37 lr: 0.002376 loss: 0.1921 (0.2027) loss_rec_all: 0.2178 (0.2285) loss_rec_sfr: 0.2901 (0.3025) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [21:29:03.601924] Epoch: [88] [2000/2904] eta: 0:11:22 lr: 0.002376 loss: 0.1905 (0.2027) loss_rec_all: 0.2162 (0.2285) loss_rec_sfr: 0.3006 (0.3025) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [21:29:18.512722] Epoch: [88] [2020/2904] eta: 0:11:07 lr: 0.002376 loss: 0.1899 (0.2027) loss_rec_all: 0.2160 (0.2285) loss_rec_sfr: 0.2974 (0.3026) loss_cl: -0.2784 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [21:29:33.429225] Epoch: [88] [2040/2904] eta: 0:10:52 lr: 0.002376 loss: 0.1928 (0.2026) loss_rec_all: 0.2187 (0.2284) loss_rec_sfr: 0.2787 (0.3024) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [21:29:48.352290] Epoch: [88] [2060/2904] eta: 0:10:37 lr: 0.002376 loss: 0.1931 (0.2027) loss_rec_all: 0.2188 (0.2284) loss_rec_sfr: 0.2778 (0.3024) loss_cl: -0.2793 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [21:30:03.264574] Epoch: [88] [2080/2904] eta: 0:10:21 lr: 0.002376 loss: 0.1905 (0.2026) loss_rec_all: 0.2168 (0.2284) loss_rec_sfr: 0.2879 (0.3021) loss_cl: -0.2802 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [21:30:18.180645] Epoch: [88] [2100/2904] eta: 0:10:06 lr: 0.002376 loss: 0.1906 (0.2026) loss_rec_all: 0.2163 (0.2283) loss_rec_sfr: 0.2942 (0.3022) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [21:30:33.096159] Epoch: [88] [2120/2904] eta: 0:09:51 lr: 0.002376 loss: 0.1958 (0.2027) loss_rec_all: 0.2218 (0.2284) loss_rec_sfr: 0.2955 (0.3026) loss_cl: -0.2775 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [21:30:48.012535] Epoch: [88] [2140/2904] eta: 0:09:36 lr: 0.002376 loss: 0.1983 (0.2028) loss_rec_all: 0.2242 (0.2286) loss_rec_sfr: 0.2976 (0.3030) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [21:31:02.935432] Epoch: [88] [2160/2904] eta: 0:09:21 lr: 0.002376 loss: 0.1894 (0.2028) loss_rec_all: 0.2152 (0.2286) loss_rec_sfr: 0.2776 (0.3029) loss_cl: -0.2792 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [21:31:17.845147] Epoch: [88] [2180/2904] eta: 0:09:06 lr: 0.002376 loss: 0.1925 (0.2028) loss_rec_all: 0.2181 (0.2286) loss_rec_sfr: 0.2740 (0.3030) loss_cl: -0.2794 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [21:31:32.763456] Epoch: [88] [2200/2904] eta: 0:08:51 lr: 0.002376 loss: 0.1934 (0.2028) loss_rec_all: 0.2196 (0.2286) loss_rec_sfr: 0.2869 (0.3029) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [21:31:47.678408] Epoch: [88] [2220/2904] eta: 0:08:35 lr: 0.002376 loss: 0.1917 (0.2028) loss_rec_all: 0.2177 (0.2286) loss_rec_sfr: 0.2842 (0.3030) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [21:32:02.597497] Epoch: [88] [2240/2904] eta: 0:08:20 lr: 0.002376 loss: 0.1956 (0.2029) loss_rec_all: 0.2217 (0.2286) loss_rec_sfr: 0.2644 (0.3030) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [21:32:17.523880] Epoch: [88] [2260/2904] eta: 0:08:05 lr: 0.002376 loss: 0.1993 (0.2029) loss_rec_all: 0.2249 (0.2287) loss_rec_sfr: 0.2964 (0.3031) loss_cl: -0.2791 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [21:32:32.451582] Epoch: [88] [2280/2904] eta: 0:07:50 lr: 0.002376 loss: 0.1936 (0.2029) loss_rec_all: 0.2194 (0.2287) loss_rec_sfr: 0.2778 (0.3032) loss_cl: -0.2781 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [21:32:47.370363] Epoch: [88] [2300/2904] eta: 0:07:35 lr: 0.002376 loss: 0.1951 (0.2030) loss_rec_all: 0.2213 (0.2288) loss_rec_sfr: 0.2993 (0.3035) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [21:33:02.289192] Epoch: [88] [2320/2904] eta: 0:07:20 lr: 0.002376 loss: 0.1954 (0.2031) loss_rec_all: 0.2212 (0.2288) loss_rec_sfr: 0.2765 (0.3036) loss_cl: -0.2796 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [21:33:17.200658] Epoch: [88] [2340/2904] eta: 0:07:05 lr: 0.002376 loss: 0.1918 (0.2030) loss_rec_all: 0.2180 (0.2288) loss_rec_sfr: 0.2720 (0.3036) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [21:33:32.121921] Epoch: [88] [2360/2904] eta: 0:06:50 lr: 0.002376 loss: 0.1917 (0.2031) loss_rec_all: 0.2175 (0.2288) loss_rec_sfr: 0.2756 (0.3036) loss_cl: -0.2781 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [21:33:47.034128] Epoch: [88] [2380/2904] eta: 0:06:34 lr: 0.002376 loss: 0.1906 (0.2030) loss_rec_all: 0.2168 (0.2287) loss_rec_sfr: 0.2789 (0.3035) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [21:34:01.946660] Epoch: [88] [2400/2904] eta: 0:06:19 lr: 0.002376 loss: 0.1917 (0.2029) loss_rec_all: 0.2180 (0.2287) loss_rec_sfr: 0.2693 (0.3032) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [21:34:16.864411] Epoch: [88] [2420/2904] eta: 0:06:04 lr: 0.002376 loss: 0.1942 (0.2030) loss_rec_all: 0.2200 (0.2288) loss_rec_sfr: 0.3055 (0.3035) loss_cl: -0.2794 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [21:34:31.781300] Epoch: [88] [2440/2904] eta: 0:05:49 lr: 0.002376 loss: 0.1904 (0.2030) loss_rec_all: 0.2164 (0.2288) loss_rec_sfr: 0.2994 (0.3037) loss_cl: -0.2794 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [21:34:46.696571] Epoch: [88] [2460/2904] eta: 0:05:34 lr: 0.002376 loss: 0.1926 (0.2030) loss_rec_all: 0.2182 (0.2287) loss_rec_sfr: 0.2767 (0.3036) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [21:35:01.607863] Epoch: [88] [2480/2904] eta: 0:05:19 lr: 0.002376 loss: 0.1934 (0.2030) loss_rec_all: 0.2191 (0.2287) loss_rec_sfr: 0.3011 (0.3036) loss_cl: -0.2782 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [21:35:16.524657] Epoch: [88] [2500/2904] eta: 0:05:04 lr: 0.002376 loss: 0.1883 (0.2029) loss_rec_all: 0.2140 (0.2287) loss_rec_sfr: 0.2618 (0.3034) loss_cl: -0.2776 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [21:35:31.435936] Epoch: [88] [2520/2904] eta: 0:04:49 lr: 0.002376 loss: 0.1967 (0.2030) loss_rec_all: 0.2223 (0.2287) loss_rec_sfr: 0.3074 (0.3038) loss_cl: -0.2785 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [21:35:46.355872] Epoch: [88] [2540/2904] eta: 0:04:34 lr: 0.002376 loss: 0.1913 (0.2030) loss_rec_all: 0.2177 (0.2288) loss_rec_sfr: 0.2946 (0.3039) loss_cl: -0.2802 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [21:36:01.262900] Epoch: [88] [2560/2904] eta: 0:04:19 lr: 0.002376 loss: 0.1983 (0.2031) loss_rec_all: 0.2240 (0.2288) loss_rec_sfr: 0.2818 (0.3041) loss_cl: -0.2791 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [21:36:16.175257] Epoch: [88] [2580/2904] eta: 0:04:03 lr: 0.002376 loss: 0.1949 (0.2030) loss_rec_all: 0.2209 (0.2288) loss_rec_sfr: 0.2513 (0.3038) loss_cl: -0.2779 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [21:36:31.089085] Epoch: [88] [2600/2904] eta: 0:03:48 lr: 0.002376 loss: 0.1904 (0.2031) loss_rec_all: 0.2164 (0.2288) loss_rec_sfr: 0.2716 (0.3039) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [21:36:46.005266] Epoch: [88] [2620/2904] eta: 0:03:33 lr: 0.002376 loss: 0.1918 (0.2031) loss_rec_all: 0.2175 (0.2289) loss_rec_sfr: 0.2967 (0.3041) loss_cl: -0.2783 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [21:37:00.925747] Epoch: [88] [2640/2904] eta: 0:03:18 lr: 0.002376 loss: 0.1988 (0.2031) loss_rec_all: 0.2244 (0.2289) loss_rec_sfr: 0.2819 (0.3042) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [21:37:15.842427] Epoch: [88] [2660/2904] eta: 0:03:03 lr: 0.002376 loss: 0.1947 (0.2032) loss_rec_all: 0.2204 (0.2289) loss_rec_sfr: 0.2952 (0.3042) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [21:37:30.760686] Epoch: [88] [2680/2904] eta: 0:02:48 lr: 0.002376 loss: 0.1930 (0.2032) loss_rec_all: 0.2194 (0.2289) loss_rec_sfr: 0.2834 (0.3042) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [21:37:45.673453] Epoch: [88] [2700/2904] eta: 0:02:33 lr: 0.002376 loss: 0.1949 (0.2032) loss_rec_all: 0.2207 (0.2289) loss_rec_sfr: 0.2967 (0.3042) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [21:38:00.591154] Epoch: [88] [2720/2904] eta: 0:02:18 lr: 0.002376 loss: 0.1915 (0.2032) loss_rec_all: 0.2172 (0.2289) loss_rec_sfr: 0.2785 (0.3043) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [21:38:15.505213] Epoch: [88] [2740/2904] eta: 0:02:03 lr: 0.002376 loss: 0.1908 (0.2031) loss_rec_all: 0.2165 (0.2289) loss_rec_sfr: 0.2816 (0.3042) loss_cl: -0.2779 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [21:38:30.420863] Epoch: [88] [2760/2904] eta: 0:01:48 lr: 0.002376 loss: 0.1958 (0.2031) loss_rec_all: 0.2219 (0.2289) loss_rec_sfr: 0.2717 (0.3041) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [21:38:45.337580] Epoch: [88] [2780/2904] eta: 0:01:33 lr: 0.002376 loss: 0.1902 (0.2031) loss_rec_all: 0.2163 (0.2289) loss_rec_sfr: 0.2750 (0.3041) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [21:39:00.253786] Epoch: [88] [2800/2904] eta: 0:01:18 lr: 0.002376 loss: 0.1934 (0.2031) loss_rec_all: 0.2190 (0.2289) loss_rec_sfr: 0.3035 (0.3042) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [21:39:15.163973] Epoch: [88] [2820/2904] eta: 0:01:03 lr: 0.002375 loss: 0.1931 (0.2031) loss_rec_all: 0.2188 (0.2289) loss_rec_sfr: 0.2962 (0.3042) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [21:39:30.111179] Epoch: [88] [2840/2904] eta: 0:00:48 lr: 0.002375 loss: 0.1940 (0.2031) loss_rec_all: 0.2199 (0.2289) loss_rec_sfr: 0.2816 (0.3042) loss_cl: -0.2785 (-0.2788) time: 0.7473 data: 0.0023 max mem: 29860 [21:39:45.011074] Epoch: [88] [2860/2904] eta: 0:00:33 lr: 0.002375 loss: 0.1947 (0.2032) loss_rec_all: 0.2205 (0.2289) loss_rec_sfr: 0.2938 (0.3045) loss_cl: -0.2786 (-0.2788) time: 0.7450 data: 0.0001 max mem: 29860 [21:39:59.907322] Epoch: [88] [2880/2904] eta: 0:00:18 lr: 0.002375 loss: 0.1946 (0.2032) loss_rec_all: 0.2203 (0.2290) loss_rec_sfr: 0.2806 (0.3045) loss_cl: -0.2789 (-0.2788) time: 0.7448 data: 0.0001 max mem: 29860 [21:40:14.803910] Epoch: [88] [2900/2904] eta: 0:00:03 lr: 0.002375 loss: 0.1932 (0.2033) loss_rec_all: 0.2189 (0.2290) loss_rec_sfr: 0.2882 (0.3046) loss_cl: -0.2788 (-0.2788) time: 0.7448 data: 0.0001 max mem: 29860 [21:40:17.044128] Epoch: [88] [2903/2904] eta: 0:00:00 lr: 0.002375 loss: 0.1910 (0.2032) loss_rec_all: 0.2168 (0.2290) loss_rec_sfr: 0.2874 (0.3046) loss_cl: -0.2785 (-0.2788) time: 0.7447 data: 0.0001 max mem: 29860 [21:40:19.112982] Epoch: [88] Total time: 0:36:26 (0.7530 s / it) [21:40:19.119537] Averaged stats: lr: 0.002375 loss: 0.1910 (0.2060) loss_rec_all: 0.2168 (0.2294) loss_rec_sfr: 0.2874 (0.3058) loss_cl: -0.2785 (-0.2554) [21:40:19.124163] log_dir: ./checkpoint/VF2_ViT-B [21:40:37.492713] Epoch: [89] [ 0/2904] eta: 14:48:58 lr: 0.002375 loss: 0.1998 (0.1998) loss_rec_all: 0.2258 (0.2258) loss_rec_sfr: 0.2726 (0.2726) loss_cl: -0.2785 (-0.2785) time: 18.3673 data: 16.6233 max mem: 29860 [21:40:55.369674] Epoch: [89] [ 20/2904] eta: 1:22:57 lr: 0.002375 loss: 0.1930 (0.2031) loss_rec_all: 0.2191 (0.2289) loss_rec_sfr: 0.2716 (0.3010) loss_cl: -0.2787 (-0.2786) time: 0.8938 data: 0.0002 max mem: 29860 [21:41:10.254610] Epoch: [89] [ 40/2904] eta: 0:59:31 lr: 0.002375 loss: 0.1934 (0.2025) loss_rec_all: 0.2196 (0.2283) loss_rec_sfr: 0.2745 (0.3020) loss_cl: -0.2796 (-0.2790) time: 0.7442 data: 0.0002 max mem: 29860 [21:41:25.141978] Epoch: [89] [ 60/2904] eta: 0:51:17 lr: 0.002375 loss: 0.1900 (0.1998) loss_rec_all: 0.2156 (0.2256) loss_rec_sfr: 0.2708 (0.2936) loss_cl: -0.2786 (-0.2788) time: 0.7443 data: 0.0002 max mem: 29860 [21:41:40.041076] Epoch: [89] [ 80/2904] eta: 0:47:00 lr: 0.002375 loss: 0.2006 (0.2014) loss_rec_all: 0.2266 (0.2272) loss_rec_sfr: 0.2757 (0.2970) loss_cl: -0.2786 (-0.2787) time: 0.7449 data: 0.0002 max mem: 29860 [21:41:54.961419] Epoch: [89] [ 100/2904] eta: 0:44:20 lr: 0.002375 loss: 0.1905 (0.2022) loss_rec_all: 0.2169 (0.2280) loss_rec_sfr: 0.2903 (0.3011) loss_cl: -0.2791 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [21:42:09.891805] Epoch: [89] [ 120/2904] eta: 0:42:28 lr: 0.002375 loss: 0.1916 (0.2013) loss_rec_all: 0.2175 (0.2271) loss_rec_sfr: 0.2824 (0.2983) loss_cl: -0.2789 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [21:42:24.821147] Epoch: [89] [ 140/2904] eta: 0:41:03 lr: 0.002375 loss: 0.1978 (0.2012) loss_rec_all: 0.2234 (0.2270) loss_rec_sfr: 0.2806 (0.2979) loss_cl: -0.2789 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [21:42:39.752254] Epoch: [89] [ 160/2904] eta: 0:39:56 lr: 0.002375 loss: 0.1950 (0.2012) loss_rec_all: 0.2207 (0.2270) loss_rec_sfr: 0.2878 (0.2978) loss_cl: -0.2787 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [21:42:54.681407] Epoch: [89] [ 180/2904] eta: 0:39:00 lr: 0.002375 loss: 0.1894 (0.2011) loss_rec_all: 0.2152 (0.2269) loss_rec_sfr: 0.2927 (0.2985) loss_cl: -0.2792 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [21:43:09.601046] Epoch: [89] [ 200/2904] eta: 0:38:13 lr: 0.002375 loss: 0.1886 (0.2007) loss_rec_all: 0.2145 (0.2265) loss_rec_sfr: 0.2896 (0.2987) loss_cl: -0.2786 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [21:43:24.522906] Epoch: [89] [ 220/2904] eta: 0:37:31 lr: 0.002375 loss: 0.1909 (0.2005) loss_rec_all: 0.2166 (0.2262) loss_rec_sfr: 0.2942 (0.2989) loss_cl: -0.2788 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [21:43:39.441372] Epoch: [89] [ 240/2904] eta: 0:36:54 lr: 0.002375 loss: 0.1930 (0.2010) loss_rec_all: 0.2194 (0.2268) loss_rec_sfr: 0.2774 (0.3001) loss_cl: -0.2792 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [21:43:54.361050] Epoch: [89] [ 260/2904] eta: 0:36:20 lr: 0.002375 loss: 0.1939 (0.2010) loss_rec_all: 0.2198 (0.2268) loss_rec_sfr: 0.2676 (0.2992) loss_cl: -0.2796 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [21:44:09.279462] Epoch: [89] [ 280/2904] eta: 0:35:49 lr: 0.002375 loss: 0.1928 (0.2012) loss_rec_all: 0.2187 (0.2270) loss_rec_sfr: 0.2801 (0.3000) loss_cl: -0.2796 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [21:44:24.194048] Epoch: [89] [ 300/2904] eta: 0:35:20 lr: 0.002375 loss: 0.1924 (0.2013) loss_rec_all: 0.2180 (0.2271) loss_rec_sfr: 0.2801 (0.3003) loss_cl: -0.2782 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [21:44:39.142468] Epoch: [89] [ 320/2904] eta: 0:34:52 lr: 0.002375 loss: 0.1939 (0.2021) loss_rec_all: 0.2196 (0.2279) loss_rec_sfr: 0.2969 (0.3033) loss_cl: -0.2784 (-0.2788) time: 0.7474 data: 0.0002 max mem: 29860 [21:44:54.064260] Epoch: [89] [ 340/2904] eta: 0:34:27 lr: 0.002375 loss: 0.1933 (0.2021) loss_rec_all: 0.2194 (0.2278) loss_rec_sfr: 0.2805 (0.3033) loss_cl: -0.2783 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [21:45:08.983201] Epoch: [89] [ 360/2904] eta: 0:34:02 lr: 0.002375 loss: 0.1929 (0.2021) loss_rec_all: 0.2186 (0.2279) loss_rec_sfr: 0.2842 (0.3039) loss_cl: -0.2789 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [21:45:23.902458] Epoch: [89] [ 380/2904] eta: 0:33:38 lr: 0.002375 loss: 0.1940 (0.2022) loss_rec_all: 0.2203 (0.2280) loss_rec_sfr: 0.2850 (0.3038) loss_cl: -0.2795 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [21:45:38.828625] Epoch: [89] [ 400/2904] eta: 0:33:16 lr: 0.002375 loss: 0.1924 (0.2023) loss_rec_all: 0.2182 (0.2280) loss_rec_sfr: 0.3042 (0.3042) loss_cl: -0.2789 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [21:45:53.754708] Epoch: [89] [ 420/2904] eta: 0:32:54 lr: 0.002375 loss: 0.1922 (0.2022) loss_rec_all: 0.2179 (0.2279) loss_rec_sfr: 0.2907 (0.3041) loss_cl: -0.2782 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [21:46:08.681060] Epoch: [89] [ 440/2904] eta: 0:32:32 lr: 0.002375 loss: 0.1937 (0.2022) loss_rec_all: 0.2195 (0.2279) loss_rec_sfr: 0.2773 (0.3039) loss_cl: -0.2786 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [21:46:23.603371] Epoch: [89] [ 460/2904] eta: 0:32:12 lr: 0.002375 loss: 0.1891 (0.2021) loss_rec_all: 0.2151 (0.2278) loss_rec_sfr: 0.2746 (0.3037) loss_cl: -0.2797 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [21:46:38.526045] Epoch: [89] [ 480/2904] eta: 0:31:51 lr: 0.002375 loss: 0.1939 (0.2021) loss_rec_all: 0.2200 (0.2279) loss_rec_sfr: 0.2720 (0.3034) loss_cl: -0.2781 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [21:46:53.447975] Epoch: [89] [ 500/2904] eta: 0:31:32 lr: 0.002375 loss: 0.1923 (0.2024) loss_rec_all: 0.2180 (0.2281) loss_rec_sfr: 0.2952 (0.3040) loss_cl: -0.2784 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [21:47:08.368549] Epoch: [89] [ 520/2904] eta: 0:31:12 lr: 0.002375 loss: 0.1935 (0.2023) loss_rec_all: 0.2194 (0.2281) loss_rec_sfr: 0.2896 (0.3041) loss_cl: -0.2794 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [21:47:23.283749] Epoch: [89] [ 540/2904] eta: 0:30:53 lr: 0.002375 loss: 0.1930 (0.2028) loss_rec_all: 0.2191 (0.2285) loss_rec_sfr: 0.2984 (0.3059) loss_cl: -0.2796 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [21:47:38.205591] Epoch: [89] [ 560/2904] eta: 0:30:34 lr: 0.002375 loss: 0.1932 (0.2029) loss_rec_all: 0.2190 (0.2286) loss_rec_sfr: 0.2764 (0.3060) loss_cl: -0.2784 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [21:47:53.127491] Epoch: [89] [ 580/2904] eta: 0:30:15 lr: 0.002375 loss: 0.1896 (0.2028) loss_rec_all: 0.2156 (0.2286) loss_rec_sfr: 0.2841 (0.3060) loss_cl: -0.2789 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [21:48:08.050780] Epoch: [89] [ 600/2904] eta: 0:29:57 lr: 0.002375 loss: 0.1890 (0.2025) loss_rec_all: 0.2149 (0.2282) loss_rec_sfr: 0.2906 (0.3050) loss_cl: -0.2793 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [21:48:22.969936] Epoch: [89] [ 620/2904] eta: 0:29:39 lr: 0.002375 loss: 0.1924 (0.2029) loss_rec_all: 0.2182 (0.2286) loss_rec_sfr: 0.2995 (0.3064) loss_cl: -0.2783 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [21:48:37.894263] Epoch: [89] [ 640/2904] eta: 0:29:21 lr: 0.002375 loss: 0.1976 (0.2030) loss_rec_all: 0.2231 (0.2287) loss_rec_sfr: 0.2782 (0.3062) loss_cl: -0.2782 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [21:48:52.814930] Epoch: [89] [ 660/2904] eta: 0:29:03 lr: 0.002375 loss: 0.1929 (0.2029) loss_rec_all: 0.2186 (0.2286) loss_rec_sfr: 0.2792 (0.3058) loss_cl: -0.2788 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [21:49:07.745091] Epoch: [89] [ 680/2904] eta: 0:28:46 lr: 0.002375 loss: 0.1918 (0.2025) loss_rec_all: 0.2175 (0.2283) loss_rec_sfr: 0.2628 (0.3046) loss_cl: -0.2792 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [21:49:22.667633] Epoch: [89] [ 700/2904] eta: 0:28:28 lr: 0.002375 loss: 0.1925 (0.2023) loss_rec_all: 0.2184 (0.2280) loss_rec_sfr: 0.2812 (0.3037) loss_cl: -0.2791 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [21:49:37.586512] Epoch: [89] [ 720/2904] eta: 0:28:11 lr: 0.002375 loss: 0.1923 (0.2025) loss_rec_all: 0.2185 (0.2282) loss_rec_sfr: 0.2940 (0.3042) loss_cl: -0.2783 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [21:49:52.506762] Epoch: [89] [ 740/2904] eta: 0:27:54 lr: 0.002375 loss: 0.1919 (0.2023) loss_rec_all: 0.2182 (0.2280) loss_rec_sfr: 0.2534 (0.3033) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [21:50:07.421150] Epoch: [89] [ 760/2904] eta: 0:27:37 lr: 0.002375 loss: 0.1939 (0.2024) loss_rec_all: 0.2197 (0.2281) loss_rec_sfr: 0.2798 (0.3034) loss_cl: -0.2790 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [21:50:22.334075] Epoch: [89] [ 780/2904] eta: 0:27:20 lr: 0.002375 loss: 0.1977 (0.2024) loss_rec_all: 0.2233 (0.2281) loss_rec_sfr: 0.2820 (0.3031) loss_cl: -0.2795 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [21:50:37.254120] Epoch: [89] [ 800/2904] eta: 0:27:03 lr: 0.002375 loss: 0.1888 (0.2022) loss_rec_all: 0.2149 (0.2280) loss_rec_sfr: 0.2535 (0.3025) loss_cl: -0.2795 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [21:50:52.180089] Epoch: [89] [ 820/2904] eta: 0:26:46 lr: 0.002375 loss: 0.1983 (0.2025) loss_rec_all: 0.2246 (0.2282) loss_rec_sfr: 0.3019 (0.3032) loss_cl: -0.2785 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [21:51:07.100110] Epoch: [89] [ 840/2904] eta: 0:26:30 lr: 0.002375 loss: 0.1907 (0.2024) loss_rec_all: 0.2170 (0.2282) loss_rec_sfr: 0.2517 (0.3028) loss_cl: -0.2783 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [21:51:22.022649] Epoch: [89] [ 860/2904] eta: 0:26:13 lr: 0.002375 loss: 0.1924 (0.2023) loss_rec_all: 0.2183 (0.2280) loss_rec_sfr: 0.2956 (0.3027) loss_cl: -0.2793 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [21:51:36.946686] Epoch: [89] [ 880/2904] eta: 0:25:57 lr: 0.002375 loss: 0.1902 (0.2021) loss_rec_all: 0.2166 (0.2279) loss_rec_sfr: 0.2833 (0.3021) loss_cl: -0.2795 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [21:51:51.865461] Epoch: [89] [ 900/2904] eta: 0:25:40 lr: 0.002375 loss: 0.1910 (0.2019) loss_rec_all: 0.2169 (0.2277) loss_rec_sfr: 0.2480 (0.3013) loss_cl: -0.2796 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [21:52:06.787834] Epoch: [89] [ 920/2904] eta: 0:25:24 lr: 0.002375 loss: 0.1933 (0.2020) loss_rec_all: 0.2190 (0.2277) loss_rec_sfr: 0.2803 (0.3013) loss_cl: -0.2782 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [21:52:21.703272] Epoch: [89] [ 940/2904] eta: 0:25:08 lr: 0.002375 loss: 0.1916 (0.2019) loss_rec_all: 0.2178 (0.2276) loss_rec_sfr: 0.2519 (0.3008) loss_cl: -0.2795 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [21:52:36.622063] Epoch: [89] [ 960/2904] eta: 0:24:51 lr: 0.002375 loss: 0.1964 (0.2019) loss_rec_all: 0.2224 (0.2277) loss_rec_sfr: 0.2751 (0.3010) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [21:52:51.544745] Epoch: [89] [ 980/2904] eta: 0:24:35 lr: 0.002375 loss: 0.1930 (0.2019) loss_rec_all: 0.2187 (0.2277) loss_rec_sfr: 0.2864 (0.3010) loss_cl: -0.2793 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [21:53:06.463492] Epoch: [89] [1000/2904] eta: 0:24:19 lr: 0.002375 loss: 0.1919 (0.2019) loss_rec_all: 0.2178 (0.2277) loss_rec_sfr: 0.2953 (0.3010) loss_cl: -0.2795 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [21:53:21.384092] Epoch: [89] [1020/2904] eta: 0:24:03 lr: 0.002375 loss: 0.1908 (0.2018) loss_rec_all: 0.2168 (0.2276) loss_rec_sfr: 0.2698 (0.3007) loss_cl: -0.2783 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [21:53:36.303827] Epoch: [89] [1040/2904] eta: 0:23:47 lr: 0.002375 loss: 0.1921 (0.2018) loss_rec_all: 0.2181 (0.2276) loss_rec_sfr: 0.2711 (0.3006) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [21:53:51.224143] Epoch: [89] [1060/2904] eta: 0:23:31 lr: 0.002375 loss: 0.1887 (0.2017) loss_rec_all: 0.2147 (0.2274) loss_rec_sfr: 0.2775 (0.3001) loss_cl: -0.2792 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [21:54:06.149551] Epoch: [89] [1080/2904] eta: 0:23:15 lr: 0.002375 loss: 0.1937 (0.2017) loss_rec_all: 0.2195 (0.2275) loss_rec_sfr: 0.2869 (0.3001) loss_cl: -0.2793 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [21:54:21.071902] Epoch: [89] [1100/2904] eta: 0:22:59 lr: 0.002375 loss: 0.1975 (0.2018) loss_rec_all: 0.2233 (0.2276) loss_rec_sfr: 0.2959 (0.3005) loss_cl: -0.2792 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [21:54:35.996090] Epoch: [89] [1120/2904] eta: 0:22:43 lr: 0.002375 loss: 0.1954 (0.2019) loss_rec_all: 0.2219 (0.2276) loss_rec_sfr: 0.2939 (0.3008) loss_cl: -0.2790 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [21:54:50.917908] Epoch: [89] [1140/2904] eta: 0:22:27 lr: 0.002375 loss: 0.1908 (0.2018) loss_rec_all: 0.2166 (0.2276) loss_rec_sfr: 0.2748 (0.3005) loss_cl: -0.2792 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [21:55:05.842176] Epoch: [89] [1160/2904] eta: 0:22:11 lr: 0.002375 loss: 0.1894 (0.2016) loss_rec_all: 0.2152 (0.2274) loss_rec_sfr: 0.2945 (0.3004) loss_cl: -0.2785 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [21:55:20.767234] Epoch: [89] [1180/2904] eta: 0:21:56 lr: 0.002375 loss: 0.1948 (0.2017) loss_rec_all: 0.2209 (0.2274) loss_rec_sfr: 0.2599 (0.3002) loss_cl: -0.2797 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [21:55:35.689967] Epoch: [89] [1200/2904] eta: 0:21:40 lr: 0.002375 loss: 0.1941 (0.2017) loss_rec_all: 0.2198 (0.2275) loss_rec_sfr: 0.2767 (0.3003) loss_cl: -0.2801 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [21:55:50.609914] Epoch: [89] [1220/2904] eta: 0:21:24 lr: 0.002375 loss: 0.1902 (0.2017) loss_rec_all: 0.2162 (0.2275) loss_rec_sfr: 0.2898 (0.3004) loss_cl: -0.2795 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [21:56:05.532844] Epoch: [89] [1240/2904] eta: 0:21:08 lr: 0.002375 loss: 0.1915 (0.2015) loss_rec_all: 0.2173 (0.2273) loss_rec_sfr: 0.2880 (0.3000) loss_cl: -0.2796 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [21:56:20.448555] Epoch: [89] [1260/2904] eta: 0:20:53 lr: 0.002375 loss: 0.1899 (0.2015) loss_rec_all: 0.2160 (0.2273) loss_rec_sfr: 0.2520 (0.2997) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [21:56:35.365852] Epoch: [89] [1280/2904] eta: 0:20:37 lr: 0.002375 loss: 0.1914 (0.2015) loss_rec_all: 0.2170 (0.2273) loss_rec_sfr: 0.2723 (0.2997) loss_cl: -0.2780 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [21:56:50.286388] Epoch: [89] [1300/2904] eta: 0:20:21 lr: 0.002375 loss: 0.1922 (0.2014) loss_rec_all: 0.2186 (0.2272) loss_rec_sfr: 0.2566 (0.2994) loss_cl: -0.2811 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [21:57:05.205691] Epoch: [89] [1320/2904] eta: 0:20:06 lr: 0.002375 loss: 0.1943 (0.2016) loss_rec_all: 0.2204 (0.2274) loss_rec_sfr: 0.2496 (0.2996) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [21:57:20.131379] Epoch: [89] [1340/2904] eta: 0:19:50 lr: 0.002375 loss: 0.1900 (0.2015) loss_rec_all: 0.2157 (0.2273) loss_rec_sfr: 0.2849 (0.2994) loss_cl: -0.2793 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [21:57:35.050373] Epoch: [89] [1360/2904] eta: 0:19:35 lr: 0.002375 loss: 0.1931 (0.2015) loss_rec_all: 0.2189 (0.2273) loss_rec_sfr: 0.2788 (0.2991) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [21:57:49.971797] Epoch: [89] [1380/2904] eta: 0:19:19 lr: 0.002375 loss: 0.1929 (0.2016) loss_rec_all: 0.2187 (0.2274) loss_rec_sfr: 0.3041 (0.2995) loss_cl: -0.2791 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [21:58:04.890192] Epoch: [89] [1400/2904] eta: 0:19:04 lr: 0.002375 loss: 0.1927 (0.2016) loss_rec_all: 0.2189 (0.2274) loss_rec_sfr: 0.2888 (0.2997) loss_cl: -0.2794 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [21:58:19.808180] Epoch: [89] [1420/2904] eta: 0:18:48 lr: 0.002375 loss: 0.1897 (0.2016) loss_rec_all: 0.2157 (0.2274) loss_rec_sfr: 0.2850 (0.2997) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [21:58:34.726266] Epoch: [89] [1440/2904] eta: 0:18:33 lr: 0.002375 loss: 0.1988 (0.2017) loss_rec_all: 0.2247 (0.2274) loss_rec_sfr: 0.2801 (0.2997) loss_cl: -0.2783 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [21:58:49.649494] Epoch: [89] [1460/2904] eta: 0:18:17 lr: 0.002375 loss: 0.1907 (0.2016) loss_rec_all: 0.2168 (0.2274) loss_rec_sfr: 0.2654 (0.2996) loss_cl: -0.2790 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [21:59:04.575500] Epoch: [89] [1480/2904] eta: 0:18:02 lr: 0.002375 loss: 0.1908 (0.2017) loss_rec_all: 0.2169 (0.2275) loss_rec_sfr: 0.2878 (0.3000) loss_cl: -0.2795 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [21:59:19.496915] Epoch: [89] [1500/2904] eta: 0:17:46 lr: 0.002375 loss: 0.1935 (0.2017) loss_rec_all: 0.2193 (0.2275) loss_rec_sfr: 0.3031 (0.3002) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [21:59:34.415379] Epoch: [89] [1520/2904] eta: 0:17:31 lr: 0.002375 loss: 0.1949 (0.2019) loss_rec_all: 0.2208 (0.2276) loss_rec_sfr: 0.2935 (0.3006) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [21:59:49.332603] Epoch: [89] [1540/2904] eta: 0:17:15 lr: 0.002375 loss: 0.1942 (0.2018) loss_rec_all: 0.2200 (0.2276) loss_rec_sfr: 0.2946 (0.3006) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [22:00:04.255626] Epoch: [89] [1560/2904] eta: 0:17:00 lr: 0.002375 loss: 0.1982 (0.2020) loss_rec_all: 0.2238 (0.2277) loss_rec_sfr: 0.3003 (0.3012) loss_cl: -0.2783 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [22:00:19.170565] Epoch: [89] [1580/2904] eta: 0:16:44 lr: 0.002375 loss: 0.1908 (0.2020) loss_rec_all: 0.2167 (0.2278) loss_rec_sfr: 0.3018 (0.3013) loss_cl: -0.2793 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [22:00:34.091633] Epoch: [89] [1600/2904] eta: 0:16:29 lr: 0.002375 loss: 0.1944 (0.2021) loss_rec_all: 0.2207 (0.2279) loss_rec_sfr: 0.2862 (0.3016) loss_cl: -0.2792 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [22:00:49.008414] Epoch: [89] [1620/2904] eta: 0:16:14 lr: 0.002375 loss: 0.1908 (0.2020) loss_rec_all: 0.2174 (0.2278) loss_rec_sfr: 0.2829 (0.3013) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [22:01:03.929499] Epoch: [89] [1640/2904] eta: 0:15:58 lr: 0.002375 loss: 0.1945 (0.2022) loss_rec_all: 0.2205 (0.2279) loss_rec_sfr: 0.2824 (0.3016) loss_cl: -0.2782 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [22:01:18.849283] Epoch: [89] [1660/2904] eta: 0:15:43 lr: 0.002375 loss: 0.1945 (0.2022) loss_rec_all: 0.2204 (0.2280) loss_rec_sfr: 0.2817 (0.3018) loss_cl: -0.2776 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [22:01:33.767043] Epoch: [89] [1680/2904] eta: 0:15:28 lr: 0.002375 loss: 0.1943 (0.2023) loss_rec_all: 0.2199 (0.2281) loss_rec_sfr: 0.2975 (0.3021) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [22:01:48.687354] Epoch: [89] [1700/2904] eta: 0:15:12 lr: 0.002375 loss: 0.1962 (0.2025) loss_rec_all: 0.2219 (0.2282) loss_rec_sfr: 0.3036 (0.3028) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [22:02:03.612085] Epoch: [89] [1720/2904] eta: 0:14:57 lr: 0.002375 loss: 0.1936 (0.2025) loss_rec_all: 0.2195 (0.2282) loss_rec_sfr: 0.2854 (0.3028) loss_cl: -0.2786 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [22:02:18.536415] Epoch: [89] [1740/2904] eta: 0:14:42 lr: 0.002375 loss: 0.1911 (0.2025) loss_rec_all: 0.2167 (0.2283) loss_rec_sfr: 0.2905 (0.3029) loss_cl: -0.2789 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [22:02:33.456839] Epoch: [89] [1760/2904] eta: 0:14:26 lr: 0.002375 loss: 0.1936 (0.2026) loss_rec_all: 0.2194 (0.2284) loss_rec_sfr: 0.2802 (0.3032) loss_cl: -0.2795 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [22:02:48.375618] Epoch: [89] [1780/2904] eta: 0:14:11 lr: 0.002375 loss: 0.1921 (0.2026) loss_rec_all: 0.2178 (0.2284) loss_rec_sfr: 0.2909 (0.3033) loss_cl: -0.2776 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [22:03:03.293480] Epoch: [89] [1800/2904] eta: 0:13:56 lr: 0.002375 loss: 0.1984 (0.2026) loss_rec_all: 0.2238 (0.2284) loss_rec_sfr: 0.3003 (0.3034) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [22:03:18.205425] Epoch: [89] [1820/2904] eta: 0:13:40 lr: 0.002375 loss: 0.1917 (0.2026) loss_rec_all: 0.2173 (0.2284) loss_rec_sfr: 0.2773 (0.3033) loss_cl: -0.2783 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [22:03:33.124938] Epoch: [89] [1840/2904] eta: 0:13:25 lr: 0.002375 loss: 0.1890 (0.2025) loss_rec_all: 0.2147 (0.2283) loss_rec_sfr: 0.2696 (0.3030) loss_cl: -0.2777 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [22:03:48.049943] Epoch: [89] [1860/2904] eta: 0:13:10 lr: 0.002375 loss: 0.1899 (0.2024) loss_rec_all: 0.2160 (0.2282) loss_rec_sfr: 0.2897 (0.3028) loss_cl: -0.2777 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [22:04:02.969566] Epoch: [89] [1880/2904] eta: 0:12:55 lr: 0.002375 loss: 0.1917 (0.2024) loss_rec_all: 0.2176 (0.2281) loss_rec_sfr: 0.2666 (0.3026) loss_cl: -0.2783 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [22:04:17.889127] Epoch: [89] [1900/2904] eta: 0:12:39 lr: 0.002375 loss: 0.1895 (0.2023) loss_rec_all: 0.2155 (0.2281) loss_rec_sfr: 0.2489 (0.3024) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [22:04:32.802262] Epoch: [89] [1920/2904] eta: 0:12:24 lr: 0.002375 loss: 0.1938 (0.2023) loss_rec_all: 0.2198 (0.2281) loss_rec_sfr: 0.2684 (0.3023) loss_cl: -0.2801 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [22:04:47.720233] Epoch: [89] [1940/2904] eta: 0:12:09 lr: 0.002375 loss: 0.1907 (0.2023) loss_rec_all: 0.2170 (0.2281) loss_rec_sfr: 0.2488 (0.3022) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [22:05:02.639278] Epoch: [89] [1960/2904] eta: 0:11:54 lr: 0.002375 loss: 0.1955 (0.2024) loss_rec_all: 0.2214 (0.2281) loss_rec_sfr: 0.2701 (0.3022) loss_cl: -0.2783 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [22:05:17.558217] Epoch: [89] [1980/2904] eta: 0:11:38 lr: 0.002375 loss: 0.1909 (0.2023) loss_rec_all: 0.2166 (0.2281) loss_rec_sfr: 0.2724 (0.3021) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [22:05:32.478525] Epoch: [89] [2000/2904] eta: 0:11:23 lr: 0.002375 loss: 0.1944 (0.2023) loss_rec_all: 0.2203 (0.2281) loss_rec_sfr: 0.2909 (0.3021) loss_cl: -0.2794 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [22:05:47.395763] Epoch: [89] [2020/2904] eta: 0:11:08 lr: 0.002375 loss: 0.1948 (0.2024) loss_rec_all: 0.2211 (0.2281) loss_rec_sfr: 0.2907 (0.3023) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [22:06:02.454065] Epoch: [89] [2040/2904] eta: 0:10:53 lr: 0.002375 loss: 0.1943 (0.2024) loss_rec_all: 0.2203 (0.2282) loss_rec_sfr: 0.2861 (0.3023) loss_cl: -0.2789 (-0.2788) time: 0.7529 data: 0.0002 max mem: 29860 [22:06:17.372337] Epoch: [89] [2060/2904] eta: 0:10:38 lr: 0.002375 loss: 0.1919 (0.2024) loss_rec_all: 0.2177 (0.2282) loss_rec_sfr: 0.2864 (0.3024) loss_cl: -0.2796 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [22:06:32.290558] Epoch: [89] [2080/2904] eta: 0:10:22 lr: 0.002375 loss: 0.1952 (0.2025) loss_rec_all: 0.2214 (0.2283) loss_rec_sfr: 0.2838 (0.3026) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [22:06:47.206162] Epoch: [89] [2100/2904] eta: 0:10:07 lr: 0.002375 loss: 0.1956 (0.2025) loss_rec_all: 0.2217 (0.2282) loss_rec_sfr: 0.2821 (0.3025) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [22:07:02.120737] Epoch: [89] [2120/2904] eta: 0:09:52 lr: 0.002375 loss: 0.1927 (0.2025) loss_rec_all: 0.2188 (0.2282) loss_rec_sfr: 0.2786 (0.3024) loss_cl: -0.2794 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [22:07:17.034392] Epoch: [89] [2140/2904] eta: 0:09:37 lr: 0.002375 loss: 0.1947 (0.2025) loss_rec_all: 0.2204 (0.2283) loss_rec_sfr: 0.2901 (0.3027) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [22:07:31.947815] Epoch: [89] [2160/2904] eta: 0:09:22 lr: 0.002375 loss: 0.1937 (0.2026) loss_rec_all: 0.2198 (0.2284) loss_rec_sfr: 0.2919 (0.3029) loss_cl: -0.2781 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [22:07:46.864930] Epoch: [89] [2180/2904] eta: 0:09:06 lr: 0.002375 loss: 0.1910 (0.2026) loss_rec_all: 0.2169 (0.2283) loss_rec_sfr: 0.2833 (0.3027) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [22:08:01.780228] Epoch: [89] [2200/2904] eta: 0:08:51 lr: 0.002375 loss: 0.2020 (0.2027) loss_rec_all: 0.2279 (0.2284) loss_rec_sfr: 0.2810 (0.3031) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [22:08:16.696996] Epoch: [89] [2220/2904] eta: 0:08:36 lr: 0.002375 loss: 0.1915 (0.2028) loss_rec_all: 0.2178 (0.2285) loss_rec_sfr: 0.2942 (0.3032) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [22:08:31.614553] Epoch: [89] [2240/2904] eta: 0:08:21 lr: 0.002375 loss: 0.1940 (0.2028) loss_rec_all: 0.2198 (0.2285) loss_rec_sfr: 0.2930 (0.3034) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [22:08:46.533001] Epoch: [89] [2260/2904] eta: 0:08:06 lr: 0.002375 loss: 0.1935 (0.2027) loss_rec_all: 0.2198 (0.2285) loss_rec_sfr: 0.2492 (0.3030) loss_cl: -0.2797 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [22:09:01.448666] Epoch: [89] [2280/2904] eta: 0:07:51 lr: 0.002375 loss: 0.1948 (0.2027) loss_rec_all: 0.2208 (0.2285) loss_rec_sfr: 0.2810 (0.3030) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [22:09:16.360613] Epoch: [89] [2300/2904] eta: 0:07:35 lr: 0.002375 loss: 0.1918 (0.2027) loss_rec_all: 0.2179 (0.2284) loss_rec_sfr: 0.2730 (0.3029) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [22:09:31.269006] Epoch: [89] [2320/2904] eta: 0:07:20 lr: 0.002375 loss: 0.1948 (0.2027) loss_rec_all: 0.2205 (0.2284) loss_rec_sfr: 0.2769 (0.3028) loss_cl: -0.2784 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [22:09:46.182294] Epoch: [89] [2340/2904] eta: 0:07:05 lr: 0.002375 loss: 0.1935 (0.2027) loss_rec_all: 0.2198 (0.2285) loss_rec_sfr: 0.2830 (0.3029) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [22:10:01.106346] Epoch: [89] [2360/2904] eta: 0:06:50 lr: 0.002375 loss: 0.1924 (0.2027) loss_rec_all: 0.2187 (0.2285) loss_rec_sfr: 0.2936 (0.3030) loss_cl: -0.2790 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [22:10:16.028042] Epoch: [89] [2380/2904] eta: 0:06:35 lr: 0.002375 loss: 0.1952 (0.2028) loss_rec_all: 0.2213 (0.2285) loss_rec_sfr: 0.2946 (0.3033) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [22:10:30.943888] Epoch: [89] [2400/2904] eta: 0:06:20 lr: 0.002375 loss: 0.1937 (0.2028) loss_rec_all: 0.2196 (0.2286) loss_rec_sfr: 0.2853 (0.3034) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [22:10:45.856087] Epoch: [89] [2420/2904] eta: 0:06:05 lr: 0.002375 loss: 0.1959 (0.2028) loss_rec_all: 0.2214 (0.2285) loss_rec_sfr: 0.2735 (0.3033) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [22:11:00.769885] Epoch: [89] [2440/2904] eta: 0:05:50 lr: 0.002375 loss: 0.1963 (0.2029) loss_rec_all: 0.2221 (0.2286) loss_rec_sfr: 0.2986 (0.3036) loss_cl: -0.2793 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [22:11:15.677858] Epoch: [89] [2460/2904] eta: 0:05:34 lr: 0.002375 loss: 0.1932 (0.2028) loss_rec_all: 0.2190 (0.2286) loss_rec_sfr: 0.3012 (0.3036) loss_cl: -0.2794 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [22:11:30.584467] Epoch: [89] [2480/2904] eta: 0:05:19 lr: 0.002375 loss: 0.1908 (0.2028) loss_rec_all: 0.2170 (0.2285) loss_rec_sfr: 0.2652 (0.3035) loss_cl: -0.2797 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [22:11:45.493920] Epoch: [89] [2500/2904] eta: 0:05:04 lr: 0.002375 loss: 0.1938 (0.2028) loss_rec_all: 0.2200 (0.2286) loss_rec_sfr: 0.2803 (0.3035) loss_cl: -0.2784 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [22:12:00.408082] Epoch: [89] [2520/2904] eta: 0:04:49 lr: 0.002375 loss: 0.1905 (0.2028) loss_rec_all: 0.2162 (0.2286) loss_rec_sfr: 0.2861 (0.3035) loss_cl: -0.2783 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [22:12:15.317457] Epoch: [89] [2540/2904] eta: 0:04:34 lr: 0.002375 loss: 0.1982 (0.2028) loss_rec_all: 0.2239 (0.2286) loss_rec_sfr: 0.2992 (0.3036) loss_cl: -0.2773 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [22:12:30.227037] Epoch: [89] [2560/2904] eta: 0:04:19 lr: 0.002375 loss: 0.1939 (0.2028) loss_rec_all: 0.2200 (0.2286) loss_rec_sfr: 0.2765 (0.3035) loss_cl: -0.2781 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [22:12:45.142958] Epoch: [89] [2580/2904] eta: 0:04:04 lr: 0.002375 loss: 0.1892 (0.2028) loss_rec_all: 0.2152 (0.2286) loss_rec_sfr: 0.2943 (0.3036) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [22:13:00.058879] Epoch: [89] [2600/2904] eta: 0:03:49 lr: 0.002375 loss: 0.1982 (0.2029) loss_rec_all: 0.2242 (0.2286) loss_rec_sfr: 0.2677 (0.3036) loss_cl: -0.2793 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [22:13:14.975582] Epoch: [89] [2620/2904] eta: 0:03:34 lr: 0.002375 loss: 0.1938 (0.2028) loss_rec_all: 0.2196 (0.2286) loss_rec_sfr: 0.2892 (0.3035) loss_cl: -0.2799 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [22:13:29.894756] Epoch: [89] [2640/2904] eta: 0:03:18 lr: 0.002375 loss: 0.1976 (0.2028) loss_rec_all: 0.2232 (0.2286) loss_rec_sfr: 0.2990 (0.3036) loss_cl: -0.2784 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [22:13:44.809242] Epoch: [89] [2660/2904] eta: 0:03:03 lr: 0.002375 loss: 0.1946 (0.2028) loss_rec_all: 0.2207 (0.2286) loss_rec_sfr: 0.2769 (0.3034) loss_cl: -0.2780 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [22:13:59.716720] Epoch: [89] [2680/2904] eta: 0:02:48 lr: 0.002375 loss: 0.1933 (0.2029) loss_rec_all: 0.2193 (0.2286) loss_rec_sfr: 0.2959 (0.3035) loss_cl: -0.2780 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [22:14:14.630224] Epoch: [89] [2700/2904] eta: 0:02:33 lr: 0.002375 loss: 0.1947 (0.2029) loss_rec_all: 0.2205 (0.2286) loss_rec_sfr: 0.2927 (0.3035) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [22:14:29.540564] Epoch: [89] [2720/2904] eta: 0:02:18 lr: 0.002375 loss: 0.1926 (0.2029) loss_rec_all: 0.2184 (0.2286) loss_rec_sfr: 0.2936 (0.3036) loss_cl: -0.2794 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [22:14:44.451241] Epoch: [89] [2740/2904] eta: 0:02:03 lr: 0.002375 loss: 0.1973 (0.2029) loss_rec_all: 0.2234 (0.2287) loss_rec_sfr: 0.2820 (0.3037) loss_cl: -0.2795 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [22:14:59.366937] Epoch: [89] [2760/2904] eta: 0:01:48 lr: 0.002375 loss: 0.1929 (0.2029) loss_rec_all: 0.2192 (0.2287) loss_rec_sfr: 0.2851 (0.3037) loss_cl: -0.2780 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [22:15:14.289319] Epoch: [89] [2780/2904] eta: 0:01:33 lr: 0.002375 loss: 0.1949 (0.2029) loss_rec_all: 0.2210 (0.2287) loss_rec_sfr: 0.2532 (0.3035) loss_cl: -0.2776 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [22:15:29.202277] Epoch: [89] [2800/2904] eta: 0:01:18 lr: 0.002374 loss: 0.1916 (0.2029) loss_rec_all: 0.2176 (0.2287) loss_rec_sfr: 0.2795 (0.3036) loss_cl: -0.2780 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [22:15:44.115042] Epoch: [89] [2820/2904] eta: 0:01:03 lr: 0.002374 loss: 0.1913 (0.2029) loss_rec_all: 0.2170 (0.2286) loss_rec_sfr: 0.2766 (0.3034) loss_cl: -0.2794 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [22:15:59.067364] Epoch: [89] [2840/2904] eta: 0:00:48 lr: 0.002374 loss: 0.1990 (0.2029) loss_rec_all: 0.2250 (0.2286) loss_rec_sfr: 0.2852 (0.3034) loss_cl: -0.2797 (-0.2788) time: 0.7476 data: 0.0023 max mem: 29860 [22:16:13.968129] Epoch: [89] [2860/2904] eta: 0:00:33 lr: 0.002374 loss: 0.1958 (0.2029) loss_rec_all: 0.2218 (0.2287) loss_rec_sfr: 0.2835 (0.3035) loss_cl: -0.2793 (-0.2788) time: 0.7450 data: 0.0001 max mem: 29860 [22:16:28.868575] Epoch: [89] [2880/2904] eta: 0:00:18 lr: 0.002374 loss: 0.1990 (0.2029) loss_rec_all: 0.2251 (0.2287) loss_rec_sfr: 0.2905 (0.3035) loss_cl: -0.2793 (-0.2788) time: 0.7450 data: 0.0001 max mem: 29860 [22:16:43.768748] Epoch: [89] [2900/2904] eta: 0:00:03 lr: 0.002374 loss: 0.1911 (0.2029) loss_rec_all: 0.2172 (0.2287) loss_rec_sfr: 0.2462 (0.3034) loss_cl: -0.2792 (-0.2788) time: 0.7450 data: 0.0001 max mem: 29860 [22:16:46.010531] Epoch: [89] [2903/2904] eta: 0:00:00 lr: 0.002374 loss: 0.1903 (0.2029) loss_rec_all: 0.2165 (0.2287) loss_rec_sfr: 0.2514 (0.3033) loss_cl: -0.2792 (-0.2788) time: 0.7450 data: 0.0001 max mem: 29860 [22:16:48.087240] Epoch: [89] Total time: 0:36:28 (0.7538 s / it) [22:16:48.092701] Averaged stats: lr: 0.002374 loss: 0.1903 (0.2053) loss_rec_all: 0.2165 (0.2287) loss_rec_sfr: 0.2514 (0.3037) loss_cl: -0.2792 (-0.2555) [22:16:48.099140] log_dir: ./checkpoint/VF2_ViT-B [22:17:06.077092] Epoch: [90] [ 0/2904] eta: 14:30:03 lr: 0.002374 loss: 0.2583 (0.2583) loss_rec_all: 0.2827 (0.2827) loss_rec_sfr: 0.4746 (0.4746) loss_cl: -0.2771 (-0.2771) time: 17.9763 data: 14.6980 max mem: 29860 [22:17:22.360721] Epoch: [90] [ 20/2904] eta: 1:18:24 lr: 0.002374 loss: 0.1920 (0.2007) loss_rec_all: 0.2180 (0.2265) loss_rec_sfr: 0.2637 (0.2827) loss_cl: -0.2787 (-0.2784) time: 0.8141 data: 0.0501 max mem: 29860 [22:17:37.242228] Epoch: [90] [ 40/2904] eta: 0:57:12 lr: 0.002374 loss: 0.1901 (0.1997) loss_rec_all: 0.2163 (0.2255) loss_rec_sfr: 0.2772 (0.2888) loss_cl: -0.2788 (-0.2786) time: 0.7440 data: 0.0002 max mem: 29860 [22:17:52.126612] Epoch: [90] [ 60/2904] eta: 0:49:44 lr: 0.002374 loss: 0.1948 (0.2002) loss_rec_all: 0.2211 (0.2261) loss_rec_sfr: 0.2736 (0.2916) loss_cl: -0.2792 (-0.2788) time: 0.7442 data: 0.0002 max mem: 29860 [22:18:07.022548] Epoch: [90] [ 80/2904] eta: 0:45:51 lr: 0.002374 loss: 0.1924 (0.2021) loss_rec_all: 0.2184 (0.2279) loss_rec_sfr: 0.2956 (0.2991) loss_cl: -0.2791 (-0.2789) time: 0.7448 data: 0.0002 max mem: 29860 [22:18:21.948341] Epoch: [90] [ 100/2904] eta: 0:43:25 lr: 0.002374 loss: 0.1902 (0.2020) loss_rec_all: 0.2161 (0.2279) loss_rec_sfr: 0.2767 (0.2974) loss_cl: -0.2793 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [22:18:36.861217] Epoch: [90] [ 120/2904] eta: 0:41:42 lr: 0.002374 loss: 0.1890 (0.2013) loss_rec_all: 0.2149 (0.2271) loss_rec_sfr: 0.2850 (0.2968) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [22:18:51.780121] Epoch: [90] [ 140/2904] eta: 0:40:24 lr: 0.002374 loss: 0.2015 (0.2037) loss_rec_all: 0.2274 (0.2295) loss_rec_sfr: 0.2839 (0.3033) loss_cl: -0.2781 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [22:19:06.702861] Epoch: [90] [ 160/2904] eta: 0:39:22 lr: 0.002374 loss: 0.1935 (0.2039) loss_rec_all: 0.2193 (0.2296) loss_rec_sfr: 0.2951 (0.3054) loss_cl: -0.2786 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [22:19:21.621859] Epoch: [90] [ 180/2904] eta: 0:38:30 lr: 0.002374 loss: 0.1944 (0.2042) loss_rec_all: 0.2199 (0.2299) loss_rec_sfr: 0.2818 (0.3059) loss_cl: -0.2789 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [22:19:36.542071] Epoch: [90] [ 200/2904] eta: 0:37:45 lr: 0.002374 loss: 0.1884 (0.2036) loss_rec_all: 0.2145 (0.2293) loss_rec_sfr: 0.2917 (0.3050) loss_cl: -0.2781 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [22:19:51.467306] Epoch: [90] [ 220/2904] eta: 0:37:06 lr: 0.002374 loss: 0.1939 (0.2035) loss_rec_all: 0.2196 (0.2292) loss_rec_sfr: 0.2939 (0.3051) loss_cl: -0.2781 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [22:20:06.388844] Epoch: [90] [ 240/2904] eta: 0:36:31 lr: 0.002374 loss: 0.1897 (0.2027) loss_rec_all: 0.2157 (0.2285) loss_rec_sfr: 0.2768 (0.3030) loss_cl: -0.2777 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [22:20:21.307103] Epoch: [90] [ 260/2904] eta: 0:35:59 lr: 0.002374 loss: 0.1933 (0.2028) loss_rec_all: 0.2194 (0.2286) loss_rec_sfr: 0.2885 (0.3036) loss_cl: -0.2792 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [22:20:36.223428] Epoch: [90] [ 280/2904] eta: 0:35:30 lr: 0.002374 loss: 0.1884 (0.2022) loss_rec_all: 0.2143 (0.2280) loss_rec_sfr: 0.2717 (0.3010) loss_cl: -0.2799 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [22:20:51.123454] Epoch: [90] [ 300/2904] eta: 0:35:02 lr: 0.002374 loss: 0.1921 (0.2020) loss_rec_all: 0.2184 (0.2278) loss_rec_sfr: 0.2716 (0.2999) loss_cl: -0.2793 (-0.2787) time: 0.7450 data: 0.0002 max mem: 29860 [22:21:06.066687] Epoch: [90] [ 320/2904] eta: 0:34:36 lr: 0.002374 loss: 0.1918 (0.2022) loss_rec_all: 0.2177 (0.2279) loss_rec_sfr: 0.2916 (0.3007) loss_cl: -0.2785 (-0.2787) time: 0.7471 data: 0.0002 max mem: 29860 [22:21:20.985867] Epoch: [90] [ 340/2904] eta: 0:34:11 lr: 0.002374 loss: 0.1963 (0.2023) loss_rec_all: 0.2220 (0.2281) loss_rec_sfr: 0.2897 (0.3014) loss_cl: -0.2789 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [22:21:35.904921] Epoch: [90] [ 360/2904] eta: 0:33:48 lr: 0.002374 loss: 0.1915 (0.2022) loss_rec_all: 0.2172 (0.2280) loss_rec_sfr: 0.2856 (0.3016) loss_cl: -0.2788 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [22:21:50.827846] Epoch: [90] [ 380/2904] eta: 0:33:25 lr: 0.002374 loss: 0.1981 (0.2022) loss_rec_all: 0.2240 (0.2279) loss_rec_sfr: 0.2808 (0.3015) loss_cl: -0.2787 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [22:22:05.752367] Epoch: [90] [ 400/2904] eta: 0:33:03 lr: 0.002374 loss: 0.1904 (0.2018) loss_rec_all: 0.2160 (0.2276) loss_rec_sfr: 0.2715 (0.3007) loss_cl: -0.2787 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [22:22:20.679947] Epoch: [90] [ 420/2904] eta: 0:32:42 lr: 0.002374 loss: 0.1917 (0.2017) loss_rec_all: 0.2178 (0.2274) loss_rec_sfr: 0.2516 (0.2994) loss_cl: -0.2788 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [22:22:35.604979] Epoch: [90] [ 440/2904] eta: 0:32:21 lr: 0.002374 loss: 0.1917 (0.2015) loss_rec_all: 0.2175 (0.2273) loss_rec_sfr: 0.2923 (0.2995) loss_cl: -0.2790 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [22:22:50.524537] Epoch: [90] [ 460/2904] eta: 0:32:01 lr: 0.002374 loss: 0.1904 (0.2016) loss_rec_all: 0.2164 (0.2274) loss_rec_sfr: 0.2897 (0.3002) loss_cl: -0.2785 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [22:23:05.439410] Epoch: [90] [ 480/2904] eta: 0:31:41 lr: 0.002374 loss: 0.1908 (0.2017) loss_rec_all: 0.2169 (0.2275) loss_rec_sfr: 0.2852 (0.3003) loss_cl: -0.2788 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [22:23:20.358149] Epoch: [90] [ 500/2904] eta: 0:31:22 lr: 0.002374 loss: 0.1919 (0.2015) loss_rec_all: 0.2180 (0.2272) loss_rec_sfr: 0.2575 (0.2993) loss_cl: -0.2788 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [22:23:35.273510] Epoch: [90] [ 520/2904] eta: 0:31:03 lr: 0.002374 loss: 0.1906 (0.2013) loss_rec_all: 0.2168 (0.2271) loss_rec_sfr: 0.2767 (0.2987) loss_cl: -0.2788 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [22:23:50.191453] Epoch: [90] [ 540/2904] eta: 0:30:44 lr: 0.002374 loss: 0.1886 (0.2014) loss_rec_all: 0.2146 (0.2272) loss_rec_sfr: 0.2557 (0.2989) loss_cl: -0.2787 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [22:24:05.111419] Epoch: [90] [ 560/2904] eta: 0:30:25 lr: 0.002374 loss: 0.1887 (0.2010) loss_rec_all: 0.2150 (0.2268) loss_rec_sfr: 0.2550 (0.2977) loss_cl: -0.2794 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [22:24:20.026559] Epoch: [90] [ 580/2904] eta: 0:30:07 lr: 0.002374 loss: 0.1934 (0.2012) loss_rec_all: 0.2190 (0.2270) loss_rec_sfr: 0.2894 (0.2982) loss_cl: -0.2784 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [22:24:34.944070] Epoch: [90] [ 600/2904] eta: 0:29:49 lr: 0.002374 loss: 0.1909 (0.2014) loss_rec_all: 0.2168 (0.2272) loss_rec_sfr: 0.2981 (0.2990) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [22:24:49.863597] Epoch: [90] [ 620/2904] eta: 0:29:31 lr: 0.002374 loss: 0.2012 (0.2019) loss_rec_all: 0.2268 (0.2277) loss_rec_sfr: 0.3089 (0.3008) loss_cl: -0.2783 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [22:25:04.781656] Epoch: [90] [ 640/2904] eta: 0:29:14 lr: 0.002374 loss: 0.1900 (0.2017) loss_rec_all: 0.2157 (0.2275) loss_rec_sfr: 0.2813 (0.3004) loss_cl: -0.2779 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [22:25:19.697223] Epoch: [90] [ 660/2904] eta: 0:28:56 lr: 0.002374 loss: 0.1998 (0.2020) loss_rec_all: 0.2258 (0.2278) loss_rec_sfr: 0.2795 (0.3012) loss_cl: -0.2786 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [22:25:34.613980] Epoch: [90] [ 680/2904] eta: 0:28:39 lr: 0.002374 loss: 0.1969 (0.2021) loss_rec_all: 0.2229 (0.2279) loss_rec_sfr: 0.2874 (0.3016) loss_cl: -0.2792 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [22:25:49.534280] Epoch: [90] [ 700/2904] eta: 0:28:22 lr: 0.002374 loss: 0.2028 (0.2023) loss_rec_all: 0.2287 (0.2281) loss_rec_sfr: 0.2835 (0.3019) loss_cl: -0.2789 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [22:26:04.446753] Epoch: [90] [ 720/2904] eta: 0:28:05 lr: 0.002374 loss: 0.1947 (0.2024) loss_rec_all: 0.2206 (0.2281) loss_rec_sfr: 0.2851 (0.3022) loss_cl: -0.2788 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [22:26:19.362928] Epoch: [90] [ 740/2904] eta: 0:27:48 lr: 0.002374 loss: 0.1933 (0.2024) loss_rec_all: 0.2189 (0.2281) loss_rec_sfr: 0.2902 (0.3023) loss_cl: -0.2788 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [22:26:34.279300] Epoch: [90] [ 760/2904] eta: 0:27:31 lr: 0.002374 loss: 0.1937 (0.2025) loss_rec_all: 0.2198 (0.2283) loss_rec_sfr: 0.3024 (0.3028) loss_cl: -0.2788 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [22:26:49.196157] Epoch: [90] [ 780/2904] eta: 0:27:14 lr: 0.002374 loss: 0.1923 (0.2025) loss_rec_all: 0.2180 (0.2283) loss_rec_sfr: 0.2929 (0.3030) loss_cl: -0.2795 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [22:27:04.108394] Epoch: [90] [ 800/2904] eta: 0:26:57 lr: 0.002374 loss: 0.1925 (0.2024) loss_rec_all: 0.2183 (0.2281) loss_rec_sfr: 0.2907 (0.3027) loss_cl: -0.2789 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [22:27:19.026087] Epoch: [90] [ 820/2904] eta: 0:26:41 lr: 0.002374 loss: 0.1933 (0.2024) loss_rec_all: 0.2189 (0.2282) loss_rec_sfr: 0.2809 (0.3029) loss_cl: -0.2788 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [22:27:33.945111] Epoch: [90] [ 840/2904] eta: 0:26:24 lr: 0.002374 loss: 0.1912 (0.2025) loss_rec_all: 0.2175 (0.2282) loss_rec_sfr: 0.2937 (0.3031) loss_cl: -0.2789 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [22:27:48.865448] Epoch: [90] [ 860/2904] eta: 0:26:08 lr: 0.002374 loss: 0.1971 (0.2027) loss_rec_all: 0.2225 (0.2285) loss_rec_sfr: 0.3066 (0.3040) loss_cl: -0.2789 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [22:28:03.787680] Epoch: [90] [ 880/2904] eta: 0:25:52 lr: 0.002374 loss: 0.1956 (0.2026) loss_rec_all: 0.2218 (0.2283) loss_rec_sfr: 0.2749 (0.3036) loss_cl: -0.2790 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [22:28:18.706354] Epoch: [90] [ 900/2904] eta: 0:25:35 lr: 0.002374 loss: 0.1901 (0.2026) loss_rec_all: 0.2165 (0.2283) loss_rec_sfr: 0.2483 (0.3033) loss_cl: -0.2788 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [22:28:33.617539] Epoch: [90] [ 920/2904] eta: 0:25:19 lr: 0.002374 loss: 0.1889 (0.2025) loss_rec_all: 0.2152 (0.2282) loss_rec_sfr: 0.2953 (0.3034) loss_cl: -0.2784 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [22:28:48.525375] Epoch: [90] [ 940/2904] eta: 0:25:03 lr: 0.002374 loss: 0.1900 (0.2023) loss_rec_all: 0.2160 (0.2281) loss_rec_sfr: 0.2797 (0.3030) loss_cl: -0.2785 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [22:29:03.438826] Epoch: [90] [ 960/2904] eta: 0:24:47 lr: 0.002374 loss: 0.1947 (0.2025) loss_rec_all: 0.2205 (0.2282) loss_rec_sfr: 0.2827 (0.3034) loss_cl: -0.2797 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [22:29:18.359771] Epoch: [90] [ 980/2904] eta: 0:24:31 lr: 0.002374 loss: 0.1917 (0.2025) loss_rec_all: 0.2177 (0.2282) loss_rec_sfr: 0.3012 (0.3038) loss_cl: -0.2791 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [22:29:33.283123] Epoch: [90] [1000/2904] eta: 0:24:15 lr: 0.002374 loss: 0.1900 (0.2023) loss_rec_all: 0.2158 (0.2281) loss_rec_sfr: 0.2845 (0.3034) loss_cl: -0.2787 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [22:29:48.208786] Epoch: [90] [1020/2904] eta: 0:23:59 lr: 0.002374 loss: 0.1958 (0.2022) loss_rec_all: 0.2217 (0.2280) loss_rec_sfr: 0.2775 (0.3029) loss_cl: -0.2791 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [22:30:03.131038] Epoch: [90] [1040/2904] eta: 0:23:43 lr: 0.002374 loss: 0.1960 (0.2025) loss_rec_all: 0.2218 (0.2282) loss_rec_sfr: 0.2821 (0.3034) loss_cl: -0.2787 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [22:30:18.049611] Epoch: [90] [1060/2904] eta: 0:23:27 lr: 0.002374 loss: 0.1985 (0.2026) loss_rec_all: 0.2244 (0.2284) loss_rec_sfr: 0.2882 (0.3038) loss_cl: -0.2793 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [22:30:32.968643] Epoch: [90] [1080/2904] eta: 0:23:11 lr: 0.002374 loss: 0.1973 (0.2028) loss_rec_all: 0.2231 (0.2285) loss_rec_sfr: 0.3007 (0.3044) loss_cl: -0.2788 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [22:30:47.881399] Epoch: [90] [1100/2904] eta: 0:22:55 lr: 0.002374 loss: 0.1917 (0.2028) loss_rec_all: 0.2175 (0.2286) loss_rec_sfr: 0.2894 (0.3046) loss_cl: -0.2785 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [22:31:02.803087] Epoch: [90] [1120/2904] eta: 0:22:40 lr: 0.002374 loss: 0.1965 (0.2028) loss_rec_all: 0.2222 (0.2286) loss_rec_sfr: 0.2747 (0.3045) loss_cl: -0.2776 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [22:31:17.724200] Epoch: [90] [1140/2904] eta: 0:22:24 lr: 0.002374 loss: 0.1956 (0.2030) loss_rec_all: 0.2217 (0.2287) loss_rec_sfr: 0.3034 (0.3051) loss_cl: -0.2797 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [22:31:32.644432] Epoch: [90] [1160/2904] eta: 0:22:08 lr: 0.002374 loss: 0.1945 (0.2030) loss_rec_all: 0.2206 (0.2288) loss_rec_sfr: 0.2969 (0.3054) loss_cl: -0.2793 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [22:31:47.561996] Epoch: [90] [1180/2904] eta: 0:21:52 lr: 0.002374 loss: 0.1950 (0.2031) loss_rec_all: 0.2211 (0.2288) loss_rec_sfr: 0.2783 (0.3056) loss_cl: -0.2788 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [22:32:02.478941] Epoch: [90] [1200/2904] eta: 0:21:37 lr: 0.002374 loss: 0.1923 (0.2032) loss_rec_all: 0.2184 (0.2290) loss_rec_sfr: 0.2768 (0.3060) loss_cl: -0.2786 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [22:32:17.393254] Epoch: [90] [1220/2904] eta: 0:21:21 lr: 0.002374 loss: 0.1946 (0.2033) loss_rec_all: 0.2207 (0.2290) loss_rec_sfr: 0.2969 (0.3062) loss_cl: -0.2784 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [22:32:32.311144] Epoch: [90] [1240/2904] eta: 0:21:05 lr: 0.002374 loss: 0.1909 (0.2032) loss_rec_all: 0.2167 (0.2289) loss_rec_sfr: 0.2765 (0.3057) loss_cl: -0.2774 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [22:32:47.229168] Epoch: [90] [1260/2904] eta: 0:20:50 lr: 0.002374 loss: 0.1904 (0.2030) loss_rec_all: 0.2163 (0.2288) loss_rec_sfr: 0.2917 (0.3055) loss_cl: -0.2788 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [22:33:02.150119] Epoch: [90] [1280/2904] eta: 0:20:34 lr: 0.002374 loss: 0.1961 (0.2031) loss_rec_all: 0.2222 (0.2288) loss_rec_sfr: 0.2923 (0.3057) loss_cl: -0.2785 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [22:33:17.070669] Epoch: [90] [1300/2904] eta: 0:20:19 lr: 0.002374 loss: 0.2007 (0.2031) loss_rec_all: 0.2265 (0.2288) loss_rec_sfr: 0.2856 (0.3056) loss_cl: -0.2790 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [22:33:31.997567] Epoch: [90] [1320/2904] eta: 0:20:03 lr: 0.002374 loss: 0.1929 (0.2030) loss_rec_all: 0.2191 (0.2288) loss_rec_sfr: 0.2823 (0.3053) loss_cl: -0.2792 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [22:33:46.927194] Epoch: [90] [1340/2904] eta: 0:19:48 lr: 0.002374 loss: 0.1926 (0.2029) loss_rec_all: 0.2185 (0.2287) loss_rec_sfr: 0.2839 (0.3050) loss_cl: -0.2791 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [22:34:01.851682] Epoch: [90] [1360/2904] eta: 0:19:32 lr: 0.002374 loss: 0.1943 (0.2030) loss_rec_all: 0.2205 (0.2288) loss_rec_sfr: 0.2832 (0.3054) loss_cl: -0.2785 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [22:34:16.770185] Epoch: [90] [1380/2904] eta: 0:19:17 lr: 0.002374 loss: 0.1957 (0.2031) loss_rec_all: 0.2214 (0.2288) loss_rec_sfr: 0.2862 (0.3056) loss_cl: -0.2788 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [22:34:31.686935] Epoch: [90] [1400/2904] eta: 0:19:01 lr: 0.002374 loss: 0.1997 (0.2031) loss_rec_all: 0.2256 (0.2288) loss_rec_sfr: 0.2830 (0.3055) loss_cl: -0.2785 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [22:34:46.611691] Epoch: [90] [1420/2904] eta: 0:18:46 lr: 0.002374 loss: 0.1976 (0.2033) loss_rec_all: 0.2234 (0.2290) loss_rec_sfr: 0.2980 (0.3063) loss_cl: -0.2787 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [22:35:01.527990] Epoch: [90] [1440/2904] eta: 0:18:30 lr: 0.002374 loss: 0.1956 (0.2033) loss_rec_all: 0.2214 (0.2290) loss_rec_sfr: 0.2744 (0.3062) loss_cl: -0.2787 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [22:35:16.451521] Epoch: [90] [1460/2904] eta: 0:18:15 lr: 0.002374 loss: 0.1945 (0.2033) loss_rec_all: 0.2203 (0.2290) loss_rec_sfr: 0.2908 (0.3063) loss_cl: -0.2790 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [22:35:31.372634] Epoch: [90] [1480/2904] eta: 0:17:59 lr: 0.002374 loss: 0.1935 (0.2032) loss_rec_all: 0.2193 (0.2289) loss_rec_sfr: 0.2744 (0.3061) loss_cl: -0.2777 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [22:35:46.291775] Epoch: [90] [1500/2904] eta: 0:17:44 lr: 0.002374 loss: 0.1900 (0.2032) loss_rec_all: 0.2162 (0.2289) loss_rec_sfr: 0.2766 (0.3060) loss_cl: -0.2784 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [22:36:01.209807] Epoch: [90] [1520/2904] eta: 0:17:29 lr: 0.002374 loss: 0.1954 (0.2033) loss_rec_all: 0.2217 (0.2290) loss_rec_sfr: 0.2874 (0.3062) loss_cl: -0.2790 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [22:36:16.128864] Epoch: [90] [1540/2904] eta: 0:17:13 lr: 0.002374 loss: 0.1903 (0.2033) loss_rec_all: 0.2167 (0.2291) loss_rec_sfr: 0.2915 (0.3064) loss_cl: -0.2783 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [22:36:31.044611] Epoch: [90] [1560/2904] eta: 0:16:58 lr: 0.002374 loss: 0.1955 (0.2032) loss_rec_all: 0.2212 (0.2290) loss_rec_sfr: 0.2737 (0.3060) loss_cl: -0.2790 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [22:36:45.958321] Epoch: [90] [1580/2904] eta: 0:16:43 lr: 0.002374 loss: 0.1898 (0.2033) loss_rec_all: 0.2158 (0.2290) loss_rec_sfr: 0.2866 (0.3061) loss_cl: -0.2790 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [22:37:00.875696] Epoch: [90] [1600/2904] eta: 0:16:27 lr: 0.002374 loss: 0.1915 (0.2034) loss_rec_all: 0.2173 (0.2291) loss_rec_sfr: 0.2970 (0.3065) loss_cl: -0.2781 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [22:37:15.792426] Epoch: [90] [1620/2904] eta: 0:16:12 lr: 0.002374 loss: 0.1903 (0.2034) loss_rec_all: 0.2164 (0.2291) loss_rec_sfr: 0.2878 (0.3067) loss_cl: -0.2784 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [22:37:30.714145] Epoch: [90] [1640/2904] eta: 0:15:57 lr: 0.002374 loss: 0.1913 (0.2034) loss_rec_all: 0.2171 (0.2291) loss_rec_sfr: 0.2941 (0.3066) loss_cl: -0.2796 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [22:37:45.636754] Epoch: [90] [1660/2904] eta: 0:15:41 lr: 0.002374 loss: 0.1913 (0.2034) loss_rec_all: 0.2172 (0.2291) loss_rec_sfr: 0.2736 (0.3065) loss_cl: -0.2797 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [22:38:00.557413] Epoch: [90] [1680/2904] eta: 0:15:26 lr: 0.002374 loss: 0.1907 (0.2032) loss_rec_all: 0.2165 (0.2290) loss_rec_sfr: 0.2890 (0.3062) loss_cl: -0.2788 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [22:38:15.472022] Epoch: [90] [1700/2904] eta: 0:15:11 lr: 0.002374 loss: 0.1924 (0.2033) loss_rec_all: 0.2179 (0.2290) loss_rec_sfr: 0.2910 (0.3065) loss_cl: -0.2776 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [22:38:30.393411] Epoch: [90] [1720/2904] eta: 0:14:55 lr: 0.002374 loss: 0.1966 (0.2033) loss_rec_all: 0.2223 (0.2291) loss_rec_sfr: 0.2919 (0.3067) loss_cl: -0.2780 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [22:38:45.316567] Epoch: [90] [1740/2904] eta: 0:14:40 lr: 0.002374 loss: 0.1939 (0.2034) loss_rec_all: 0.2197 (0.2291) loss_rec_sfr: 0.2964 (0.3068) loss_cl: -0.2787 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [22:39:00.232546] Epoch: [90] [1760/2904] eta: 0:14:25 lr: 0.002374 loss: 0.1933 (0.2034) loss_rec_all: 0.2191 (0.2291) loss_rec_sfr: 0.2742 (0.3068) loss_cl: -0.2788 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [22:39:15.151328] Epoch: [90] [1780/2904] eta: 0:14:10 lr: 0.002374 loss: 0.1943 (0.2034) loss_rec_all: 0.2200 (0.2291) loss_rec_sfr: 0.2818 (0.3066) loss_cl: -0.2786 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [22:39:30.067058] Epoch: [90] [1800/2904] eta: 0:13:54 lr: 0.002374 loss: 0.1911 (0.2033) loss_rec_all: 0.2169 (0.2291) loss_rec_sfr: 0.2910 (0.3065) loss_cl: -0.2795 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [22:39:44.983364] Epoch: [90] [1820/2904] eta: 0:13:39 lr: 0.002374 loss: 0.1917 (0.2034) loss_rec_all: 0.2176 (0.2291) loss_rec_sfr: 0.2823 (0.3066) loss_cl: -0.2789 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [22:39:59.897757] Epoch: [90] [1840/2904] eta: 0:13:24 lr: 0.002374 loss: 0.1892 (0.2033) loss_rec_all: 0.2153 (0.2291) loss_rec_sfr: 0.2871 (0.3066) loss_cl: -0.2786 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [22:40:14.814264] Epoch: [90] [1860/2904] eta: 0:13:09 lr: 0.002374 loss: 0.1942 (0.2033) loss_rec_all: 0.2203 (0.2290) loss_rec_sfr: 0.2714 (0.3062) loss_cl: -0.2779 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [22:40:29.735404] Epoch: [90] [1880/2904] eta: 0:12:53 lr: 0.002374 loss: 0.1959 (0.2034) loss_rec_all: 0.2219 (0.2291) loss_rec_sfr: 0.2865 (0.3065) loss_cl: -0.2786 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [22:40:44.654756] Epoch: [90] [1900/2904] eta: 0:12:38 lr: 0.002374 loss: 0.1929 (0.2034) loss_rec_all: 0.2189 (0.2291) loss_rec_sfr: 0.2702 (0.3064) loss_cl: -0.2797 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [22:40:59.570066] Epoch: [90] [1920/2904] eta: 0:12:23 lr: 0.002374 loss: 0.1906 (0.2032) loss_rec_all: 0.2168 (0.2289) loss_rec_sfr: 0.2697 (0.3059) loss_cl: -0.2795 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [22:41:14.490397] Epoch: [90] [1940/2904] eta: 0:12:08 lr: 0.002374 loss: 0.1941 (0.2032) loss_rec_all: 0.2202 (0.2290) loss_rec_sfr: 0.2791 (0.3060) loss_cl: -0.2790 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [22:41:29.409030] Epoch: [90] [1960/2904] eta: 0:11:53 lr: 0.002374 loss: 0.1992 (0.2033) loss_rec_all: 0.2252 (0.2291) loss_rec_sfr: 0.2935 (0.3062) loss_cl: -0.2796 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [22:41:44.325346] Epoch: [90] [1980/2904] eta: 0:11:37 lr: 0.002374 loss: 0.1921 (0.2033) loss_rec_all: 0.2180 (0.2290) loss_rec_sfr: 0.2969 (0.3062) loss_cl: -0.2791 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [22:41:59.242600] Epoch: [90] [2000/2904] eta: 0:11:22 lr: 0.002374 loss: 0.1928 (0.2033) loss_rec_all: 0.2188 (0.2290) loss_rec_sfr: 0.2714 (0.3060) loss_cl: -0.2784 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [22:42:14.161122] Epoch: [90] [2020/2904] eta: 0:11:07 lr: 0.002374 loss: 0.1928 (0.2032) loss_rec_all: 0.2189 (0.2290) loss_rec_sfr: 0.2859 (0.3059) loss_cl: -0.2788 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [22:42:29.076331] Epoch: [90] [2040/2904] eta: 0:10:52 lr: 0.002374 loss: 0.1979 (0.2034) loss_rec_all: 0.2235 (0.2291) loss_rec_sfr: 0.2946 (0.3063) loss_cl: -0.2782 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [22:42:43.988411] Epoch: [90] [2060/2904] eta: 0:10:37 lr: 0.002374 loss: 0.1902 (0.2033) loss_rec_all: 0.2160 (0.2291) loss_rec_sfr: 0.2515 (0.3061) loss_cl: -0.2790 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [22:42:58.904426] Epoch: [90] [2080/2904] eta: 0:10:21 lr: 0.002374 loss: 0.1909 (0.2033) loss_rec_all: 0.2172 (0.2290) loss_rec_sfr: 0.2735 (0.3060) loss_cl: -0.2789 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [22:43:13.824493] Epoch: [90] [2100/2904] eta: 0:10:06 lr: 0.002374 loss: 0.1975 (0.2034) loss_rec_all: 0.2237 (0.2291) loss_rec_sfr: 0.2974 (0.3063) loss_cl: -0.2789 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [22:43:28.745602] Epoch: [90] [2120/2904] eta: 0:09:51 lr: 0.002374 loss: 0.1949 (0.2034) loss_rec_all: 0.2207 (0.2292) loss_rec_sfr: 0.2861 (0.3064) loss_cl: -0.2784 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [22:43:43.658271] Epoch: [90] [2140/2904] eta: 0:09:36 lr: 0.002374 loss: 0.1959 (0.2035) loss_rec_all: 0.2219 (0.2292) loss_rec_sfr: 0.2908 (0.3066) loss_cl: -0.2790 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [22:43:58.573831] Epoch: [90] [2160/2904] eta: 0:09:21 lr: 0.002374 loss: 0.1889 (0.2034) loss_rec_all: 0.2147 (0.2291) loss_rec_sfr: 0.2778 (0.3063) loss_cl: -0.2790 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [22:44:13.487299] Epoch: [90] [2180/2904] eta: 0:09:06 lr: 0.002374 loss: 0.1923 (0.2034) loss_rec_all: 0.2183 (0.2291) loss_rec_sfr: 0.2903 (0.3063) loss_cl: -0.2792 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [22:44:28.401214] Epoch: [90] [2200/2904] eta: 0:08:51 lr: 0.002374 loss: 0.1982 (0.2035) loss_rec_all: 0.2241 (0.2292) loss_rec_sfr: 0.2883 (0.3066) loss_cl: -0.2778 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [22:44:43.316585] Epoch: [90] [2220/2904] eta: 0:08:35 lr: 0.002374 loss: 0.1939 (0.2035) loss_rec_all: 0.2201 (0.2292) loss_rec_sfr: 0.2767 (0.3065) loss_cl: -0.2783 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [22:44:58.240155] Epoch: [90] [2240/2904] eta: 0:08:20 lr: 0.002374 loss: 0.1917 (0.2034) loss_rec_all: 0.2176 (0.2292) loss_rec_sfr: 0.2811 (0.3064) loss_cl: -0.2791 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [22:45:13.160427] Epoch: [90] [2260/2904] eta: 0:08:05 lr: 0.002374 loss: 0.1908 (0.2034) loss_rec_all: 0.2165 (0.2291) loss_rec_sfr: 0.2947 (0.3064) loss_cl: -0.2782 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [22:45:28.084886] Epoch: [90] [2280/2904] eta: 0:07:50 lr: 0.002374 loss: 0.1941 (0.2034) loss_rec_all: 0.2199 (0.2292) loss_rec_sfr: 0.2978 (0.3065) loss_cl: -0.2789 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [22:45:43.005147] Epoch: [90] [2300/2904] eta: 0:07:35 lr: 0.002374 loss: 0.1942 (0.2034) loss_rec_all: 0.2203 (0.2292) loss_rec_sfr: 0.3030 (0.3065) loss_cl: -0.2780 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [22:45:57.926072] Epoch: [90] [2320/2904] eta: 0:07:20 lr: 0.002374 loss: 0.2122 (0.2036) loss_rec_all: 0.2380 (0.2294) loss_rec_sfr: 0.3151 (0.3071) loss_cl: -0.2783 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [22:46:12.844830] Epoch: [90] [2340/2904] eta: 0:07:05 lr: 0.002374 loss: 0.1908 (0.2036) loss_rec_all: 0.2169 (0.2293) loss_rec_sfr: 0.2544 (0.3070) loss_cl: -0.2795 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [22:46:27.767487] Epoch: [90] [2360/2904] eta: 0:06:50 lr: 0.002374 loss: 0.1912 (0.2035) loss_rec_all: 0.2171 (0.2293) loss_rec_sfr: 0.2640 (0.3067) loss_cl: -0.2795 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [22:46:42.687287] Epoch: [90] [2380/2904] eta: 0:06:34 lr: 0.002374 loss: 0.1889 (0.2035) loss_rec_all: 0.2149 (0.2292) loss_rec_sfr: 0.2919 (0.3066) loss_cl: -0.2786 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [22:46:57.609309] Epoch: [90] [2400/2904] eta: 0:06:19 lr: 0.002374 loss: 0.1989 (0.2035) loss_rec_all: 0.2246 (0.2292) loss_rec_sfr: 0.2807 (0.3067) loss_cl: -0.2782 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [22:47:12.525736] Epoch: [90] [2420/2904] eta: 0:06:04 lr: 0.002374 loss: 0.1916 (0.2035) loss_rec_all: 0.2172 (0.2292) loss_rec_sfr: 0.2980 (0.3069) loss_cl: -0.2787 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [22:47:27.442471] Epoch: [90] [2440/2904] eta: 0:05:49 lr: 0.002374 loss: 0.1908 (0.2035) loss_rec_all: 0.2167 (0.2292) loss_rec_sfr: 0.2876 (0.3067) loss_cl: -0.2796 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [22:47:42.367221] Epoch: [90] [2460/2904] eta: 0:05:34 lr: 0.002374 loss: 0.1970 (0.2036) loss_rec_all: 0.2230 (0.2293) loss_rec_sfr: 0.2957 (0.3070) loss_cl: -0.2789 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [22:47:57.284204] Epoch: [90] [2480/2904] eta: 0:05:19 lr: 0.002374 loss: 0.1911 (0.2036) loss_rec_all: 0.2174 (0.2293) loss_rec_sfr: 0.2804 (0.3069) loss_cl: -0.2786 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [22:48:12.201582] Epoch: [90] [2500/2904] eta: 0:05:04 lr: 0.002374 loss: 0.1955 (0.2036) loss_rec_all: 0.2216 (0.2293) loss_rec_sfr: 0.2865 (0.3069) loss_cl: -0.2788 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [22:48:27.124535] Epoch: [90] [2520/2904] eta: 0:04:49 lr: 0.002374 loss: 0.1922 (0.2035) loss_rec_all: 0.2180 (0.2292) loss_rec_sfr: 0.2907 (0.3069) loss_cl: -0.2786 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [22:48:42.048001] Epoch: [90] [2540/2904] eta: 0:04:34 lr: 0.002374 loss: 0.1928 (0.2035) loss_rec_all: 0.2189 (0.2292) loss_rec_sfr: 0.2686 (0.3066) loss_cl: -0.2790 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [22:48:56.973115] Epoch: [90] [2560/2904] eta: 0:04:19 lr: 0.002374 loss: 0.1977 (0.2035) loss_rec_all: 0.2234 (0.2292) loss_rec_sfr: 0.2707 (0.3066) loss_cl: -0.2782 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [22:49:11.894262] Epoch: [90] [2580/2904] eta: 0:04:03 lr: 0.002374 loss: 0.1898 (0.2034) loss_rec_all: 0.2159 (0.2291) loss_rec_sfr: 0.2585 (0.3063) loss_cl: -0.2789 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [22:49:26.813805] Epoch: [90] [2600/2904] eta: 0:03:48 lr: 0.002374 loss: 0.1958 (0.2035) loss_rec_all: 0.2220 (0.2292) loss_rec_sfr: 0.2892 (0.3065) loss_cl: -0.2791 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [22:49:41.731205] Epoch: [90] [2620/2904] eta: 0:03:33 lr: 0.002374 loss: 0.1923 (0.2035) loss_rec_all: 0.2182 (0.2292) loss_rec_sfr: 0.2847 (0.3066) loss_cl: -0.2791 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [22:49:56.648922] Epoch: [90] [2640/2904] eta: 0:03:18 lr: 0.002374 loss: 0.1917 (0.2035) loss_rec_all: 0.2174 (0.2292) loss_rec_sfr: 0.2958 (0.3065) loss_cl: -0.2783 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [22:50:11.568408] Epoch: [90] [2660/2904] eta: 0:03:03 lr: 0.002374 loss: 0.2011 (0.2035) loss_rec_all: 0.2269 (0.2293) loss_rec_sfr: 0.2956 (0.3067) loss_cl: -0.2781 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [22:50:26.489532] Epoch: [90] [2680/2904] eta: 0:02:48 lr: 0.002374 loss: 0.1936 (0.2035) loss_rec_all: 0.2193 (0.2292) loss_rec_sfr: 0.2965 (0.3067) loss_cl: -0.2787 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [22:50:41.408104] Epoch: [90] [2700/2904] eta: 0:02:33 lr: 0.002374 loss: 0.1908 (0.2035) loss_rec_all: 0.2170 (0.2292) loss_rec_sfr: 0.2470 (0.3064) loss_cl: -0.2798 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [22:50:56.328427] Epoch: [90] [2720/2904] eta: 0:02:18 lr: 0.002373 loss: 0.1923 (0.2035) loss_rec_all: 0.2183 (0.2292) loss_rec_sfr: 0.2725 (0.3065) loss_cl: -0.2792 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [22:51:11.244401] Epoch: [90] [2740/2904] eta: 0:02:03 lr: 0.002373 loss: 0.1917 (0.2035) loss_rec_all: 0.2177 (0.2292) loss_rec_sfr: 0.2726 (0.3064) loss_cl: -0.2778 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [22:51:26.161854] Epoch: [90] [2760/2904] eta: 0:01:48 lr: 0.002373 loss: 0.1881 (0.2034) loss_rec_all: 0.2144 (0.2291) loss_rec_sfr: 0.2495 (0.3062) loss_cl: -0.2780 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [22:51:41.075927] Epoch: [90] [2780/2904] eta: 0:01:33 lr: 0.002373 loss: 0.1897 (0.2033) loss_rec_all: 0.2160 (0.2291) loss_rec_sfr: 0.2824 (0.3060) loss_cl: -0.2794 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [22:51:55.996842] Epoch: [90] [2800/2904] eta: 0:01:18 lr: 0.002373 loss: 0.1935 (0.2033) loss_rec_all: 0.2201 (0.2291) loss_rec_sfr: 0.2947 (0.3061) loss_cl: -0.2798 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [22:52:10.920000] Epoch: [90] [2820/2904] eta: 0:01:03 lr: 0.002373 loss: 0.1968 (0.2034) loss_rec_all: 0.2226 (0.2291) loss_rec_sfr: 0.2786 (0.3062) loss_cl: -0.2793 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [22:52:25.871517] Epoch: [90] [2840/2904] eta: 0:00:48 lr: 0.002373 loss: 0.1934 (0.2034) loss_rec_all: 0.2194 (0.2291) loss_rec_sfr: 0.2916 (0.3063) loss_cl: -0.2793 (-0.2787) time: 0.7475 data: 0.0023 max mem: 29860 [22:52:40.778698] Epoch: [90] [2860/2904] eta: 0:00:33 lr: 0.002373 loss: 0.1952 (0.2034) loss_rec_all: 0.2213 (0.2292) loss_rec_sfr: 0.2907 (0.3063) loss_cl: -0.2790 (-0.2787) time: 0.7453 data: 0.0001 max mem: 29860 [22:52:55.683500] Epoch: [90] [2880/2904] eta: 0:00:18 lr: 0.002373 loss: 0.1966 (0.2035) loss_rec_all: 0.2224 (0.2292) loss_rec_sfr: 0.2913 (0.3064) loss_cl: -0.2791 (-0.2787) time: 0.7452 data: 0.0001 max mem: 29860 [22:53:10.592897] Epoch: [90] [2900/2904] eta: 0:00:03 lr: 0.002373 loss: 0.1941 (0.2035) loss_rec_all: 0.2197 (0.2292) loss_rec_sfr: 0.2959 (0.3064) loss_cl: -0.2790 (-0.2787) time: 0.7454 data: 0.0001 max mem: 29860 [22:53:12.836189] Epoch: [90] [2903/2904] eta: 0:00:00 lr: 0.002373 loss: 0.1932 (0.2035) loss_rec_all: 0.2191 (0.2292) loss_rec_sfr: 0.2959 (0.3065) loss_cl: -0.2790 (-0.2787) time: 0.7454 data: 0.0001 max mem: 29860 [22:53:14.897270] Epoch: [90] Total time: 0:36:26 (0.7530 s / it) [22:53:14.898124] Averaged stats: lr: 0.002373 loss: 0.1932 (0.2056) loss_rec_all: 0.2191 (0.2290) loss_rec_sfr: 0.2959 (0.3052) loss_cl: -0.2790 (-0.2555) [22:53:14.902847] log_dir: ./checkpoint/VF2_ViT-B [22:53:32.998702] Epoch: [91] [ 0/2904] eta: 14:35:41 lr: 0.002373 loss: 0.1898 (0.1898) loss_rec_all: 0.2155 (0.2155) loss_rec_sfr: 0.2984 (0.2984) loss_cl: -0.2779 (-0.2779) time: 18.0928 data: 14.0373 max mem: 29860 [22:53:48.056045] Epoch: [91] [ 20/2904] eta: 1:15:52 lr: 0.002373 loss: 0.2015 (0.2124) loss_rec_all: 0.2273 (0.2379) loss_rec_sfr: 0.2929 (0.3362) loss_cl: -0.2790 (-0.2786) time: 0.7528 data: 0.0002 max mem: 29860 [22:54:02.957749] Epoch: [91] [ 40/2904] eta: 0:55:56 lr: 0.002373 loss: 0.1928 (0.2091) loss_rec_all: 0.2192 (0.2347) loss_rec_sfr: 0.2734 (0.3208) loss_cl: -0.2779 (-0.2783) time: 0.7450 data: 0.0002 max mem: 29860 [22:54:17.843010] Epoch: [91] [ 60/2904] eta: 0:48:54 lr: 0.002373 loss: 0.1921 (0.2057) loss_rec_all: 0.2181 (0.2313) loss_rec_sfr: 0.2824 (0.3123) loss_cl: -0.2782 (-0.2782) time: 0.7442 data: 0.0002 max mem: 29860 [22:54:32.738395] Epoch: [91] [ 80/2904] eta: 0:45:13 lr: 0.002373 loss: 0.1898 (0.2063) loss_rec_all: 0.2157 (0.2320) loss_rec_sfr: 0.2954 (0.3170) loss_cl: -0.2793 (-0.2785) time: 0.7447 data: 0.0002 max mem: 29860 [22:54:47.672048] Epoch: [91] [ 100/2904] eta: 0:42:55 lr: 0.002373 loss: 0.1940 (0.2064) loss_rec_all: 0.2196 (0.2320) loss_rec_sfr: 0.2876 (0.3166) loss_cl: -0.2787 (-0.2785) time: 0.7466 data: 0.0002 max mem: 29860 [22:55:02.619299] Epoch: [91] [ 120/2904] eta: 0:41:18 lr: 0.002373 loss: 0.1941 (0.2061) loss_rec_all: 0.2202 (0.2318) loss_rec_sfr: 0.2954 (0.3162) loss_cl: -0.2794 (-0.2786) time: 0.7473 data: 0.0002 max mem: 29860 [22:55:17.545995] Epoch: [91] [ 140/2904] eta: 0:40:03 lr: 0.002373 loss: 0.1906 (0.2054) loss_rec_all: 0.2170 (0.2311) loss_rec_sfr: 0.2803 (0.3140) loss_cl: -0.2791 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [22:55:32.476802] Epoch: [91] [ 160/2904] eta: 0:39:04 lr: 0.002373 loss: 0.1919 (0.2053) loss_rec_all: 0.2178 (0.2309) loss_rec_sfr: 0.2859 (0.3129) loss_cl: -0.2785 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [22:55:47.403361] Epoch: [91] [ 180/2904] eta: 0:38:14 lr: 0.002373 loss: 0.1906 (0.2044) loss_rec_all: 0.2164 (0.2301) loss_rec_sfr: 0.2839 (0.3106) loss_cl: -0.2788 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [22:56:02.321076] Epoch: [91] [ 200/2904] eta: 0:37:32 lr: 0.002373 loss: 0.1922 (0.2047) loss_rec_all: 0.2183 (0.2304) loss_rec_sfr: 0.2924 (0.3115) loss_cl: -0.2788 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [22:56:17.243734] Epoch: [91] [ 220/2904] eta: 0:36:54 lr: 0.002373 loss: 0.1976 (0.2059) loss_rec_all: 0.2237 (0.2316) loss_rec_sfr: 0.3162 (0.3150) loss_cl: -0.2786 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [22:56:32.159294] Epoch: [91] [ 240/2904] eta: 0:36:20 lr: 0.002373 loss: 0.1927 (0.2058) loss_rec_all: 0.2188 (0.2315) loss_rec_sfr: 0.2898 (0.3148) loss_cl: -0.2790 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [22:56:47.072065] Epoch: [91] [ 260/2904] eta: 0:35:49 lr: 0.002373 loss: 0.1949 (0.2060) loss_rec_all: 0.2210 (0.2316) loss_rec_sfr: 0.2771 (0.3144) loss_cl: -0.2790 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [22:57:01.986195] Epoch: [91] [ 280/2904] eta: 0:35:20 lr: 0.002373 loss: 0.1915 (0.2056) loss_rec_all: 0.2171 (0.2312) loss_rec_sfr: 0.2945 (0.3131) loss_cl: -0.2786 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [22:57:16.928988] Epoch: [91] [ 300/2904] eta: 0:34:53 lr: 0.002373 loss: 0.1921 (0.2051) loss_rec_all: 0.2183 (0.2308) loss_rec_sfr: 0.2767 (0.3115) loss_cl: -0.2788 (-0.2787) time: 0.7471 data: 0.0002 max mem: 29860 [22:57:31.849203] Epoch: [91] [ 320/2904] eta: 0:34:28 lr: 0.002373 loss: 0.1935 (0.2051) loss_rec_all: 0.2190 (0.2308) loss_rec_sfr: 0.2762 (0.3114) loss_cl: -0.2785 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [22:57:46.912436] Epoch: [91] [ 340/2904] eta: 0:34:05 lr: 0.002373 loss: 0.1913 (0.2045) loss_rec_all: 0.2171 (0.2302) loss_rec_sfr: 0.2786 (0.3097) loss_cl: -0.2785 (-0.2786) time: 0.7531 data: 0.0002 max mem: 29860 [22:58:01.821401] Epoch: [91] [ 360/2904] eta: 0:33:41 lr: 0.002373 loss: 0.1919 (0.2042) loss_rec_all: 0.2176 (0.2299) loss_rec_sfr: 0.2818 (0.3087) loss_cl: -0.2787 (-0.2786) time: 0.7454 data: 0.0002 max mem: 29860 [22:58:16.735361] Epoch: [91] [ 380/2904] eta: 0:33:19 lr: 0.002373 loss: 0.1878 (0.2041) loss_rec_all: 0.2141 (0.2298) loss_rec_sfr: 0.2734 (0.3079) loss_cl: -0.2782 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [22:58:31.650123] Epoch: [91] [ 400/2904] eta: 0:32:57 lr: 0.002373 loss: 0.1941 (0.2040) loss_rec_all: 0.2200 (0.2297) loss_rec_sfr: 0.2978 (0.3080) loss_cl: -0.2790 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [22:58:46.569528] Epoch: [91] [ 420/2904] eta: 0:32:36 lr: 0.002373 loss: 0.1967 (0.2045) loss_rec_all: 0.2225 (0.2301) loss_rec_sfr: 0.3006 (0.3092) loss_cl: -0.2793 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [22:59:01.489147] Epoch: [91] [ 440/2904] eta: 0:32:16 lr: 0.002373 loss: 0.1917 (0.2044) loss_rec_all: 0.2178 (0.2301) loss_rec_sfr: 0.2864 (0.3093) loss_cl: -0.2794 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [22:59:16.400083] Epoch: [91] [ 460/2904] eta: 0:31:56 lr: 0.002373 loss: 0.1916 (0.2041) loss_rec_all: 0.2175 (0.2298) loss_rec_sfr: 0.2897 (0.3088) loss_cl: -0.2791 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [22:59:31.315767] Epoch: [91] [ 480/2904] eta: 0:31:36 lr: 0.002373 loss: 0.1962 (0.2042) loss_rec_all: 0.2219 (0.2299) loss_rec_sfr: 0.2919 (0.3094) loss_cl: -0.2785 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [22:59:46.238923] Epoch: [91] [ 500/2904] eta: 0:31:17 lr: 0.002373 loss: 0.1956 (0.2045) loss_rec_all: 0.2218 (0.2302) loss_rec_sfr: 0.2890 (0.3104) loss_cl: -0.2792 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [23:00:01.156920] Epoch: [91] [ 520/2904] eta: 0:30:58 lr: 0.002373 loss: 0.1908 (0.2043) loss_rec_all: 0.2171 (0.2300) loss_rec_sfr: 0.2519 (0.3093) loss_cl: -0.2789 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [23:00:16.077690] Epoch: [91] [ 540/2904] eta: 0:30:40 lr: 0.002373 loss: 0.1931 (0.2043) loss_rec_all: 0.2193 (0.2300) loss_rec_sfr: 0.2757 (0.3091) loss_cl: -0.2792 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [23:00:30.996369] Epoch: [91] [ 560/2904] eta: 0:30:22 lr: 0.002373 loss: 0.1925 (0.2041) loss_rec_all: 0.2183 (0.2298) loss_rec_sfr: 0.2823 (0.3086) loss_cl: -0.2795 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [23:00:45.912045] Epoch: [91] [ 580/2904] eta: 0:30:03 lr: 0.002373 loss: 0.1959 (0.2043) loss_rec_all: 0.2220 (0.2301) loss_rec_sfr: 0.2948 (0.3094) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [23:01:00.829777] Epoch: [91] [ 600/2904] eta: 0:29:46 lr: 0.002373 loss: 0.1944 (0.2043) loss_rec_all: 0.2208 (0.2300) loss_rec_sfr: 0.2801 (0.3092) loss_cl: -0.2781 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [23:01:15.743171] Epoch: [91] [ 620/2904] eta: 0:29:28 lr: 0.002373 loss: 0.1900 (0.2042) loss_rec_all: 0.2158 (0.2299) loss_rec_sfr: 0.2724 (0.3089) loss_cl: -0.2787 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [23:01:30.664580] Epoch: [91] [ 640/2904] eta: 0:29:10 lr: 0.002373 loss: 0.1933 (0.2039) loss_rec_all: 0.2195 (0.2296) loss_rec_sfr: 0.2776 (0.3078) loss_cl: -0.2788 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [23:01:45.580722] Epoch: [91] [ 660/2904] eta: 0:28:53 lr: 0.002373 loss: 0.1930 (0.2037) loss_rec_all: 0.2187 (0.2294) loss_rec_sfr: 0.2692 (0.3071) loss_cl: -0.2786 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [23:02:00.501453] Epoch: [91] [ 680/2904] eta: 0:28:36 lr: 0.002373 loss: 0.1916 (0.2037) loss_rec_all: 0.2178 (0.2294) loss_rec_sfr: 0.2558 (0.3070) loss_cl: -0.2788 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [23:02:15.421115] Epoch: [91] [ 700/2904] eta: 0:28:19 lr: 0.002373 loss: 0.1894 (0.2037) loss_rec_all: 0.2158 (0.2294) loss_rec_sfr: 0.2959 (0.3073) loss_cl: -0.2796 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [23:02:30.337389] Epoch: [91] [ 720/2904] eta: 0:28:02 lr: 0.002373 loss: 0.1937 (0.2037) loss_rec_all: 0.2194 (0.2294) loss_rec_sfr: 0.2703 (0.3068) loss_cl: -0.2783 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [23:02:45.251480] Epoch: [91] [ 740/2904] eta: 0:27:45 lr: 0.002373 loss: 0.1905 (0.2034) loss_rec_all: 0.2163 (0.2292) loss_rec_sfr: 0.2901 (0.3063) loss_cl: -0.2788 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [23:03:00.164314] Epoch: [91] [ 760/2904] eta: 0:27:28 lr: 0.002373 loss: 0.1913 (0.2033) loss_rec_all: 0.2171 (0.2290) loss_rec_sfr: 0.2702 (0.3057) loss_cl: -0.2785 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [23:03:15.076582] Epoch: [91] [ 780/2904] eta: 0:27:12 lr: 0.002373 loss: 0.1900 (0.2032) loss_rec_all: 0.2159 (0.2289) loss_rec_sfr: 0.2902 (0.3057) loss_cl: -0.2788 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [23:03:29.997691] Epoch: [91] [ 800/2904] eta: 0:26:55 lr: 0.002373 loss: 0.1949 (0.2032) loss_rec_all: 0.2207 (0.2289) loss_rec_sfr: 0.2788 (0.3055) loss_cl: -0.2791 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [23:03:44.915542] Epoch: [91] [ 820/2904] eta: 0:26:39 lr: 0.002373 loss: 0.1890 (0.2031) loss_rec_all: 0.2152 (0.2288) loss_rec_sfr: 0.2754 (0.3054) loss_cl: -0.2796 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [23:03:59.836415] Epoch: [91] [ 840/2904] eta: 0:26:22 lr: 0.002373 loss: 0.1911 (0.2031) loss_rec_all: 0.2171 (0.2288) loss_rec_sfr: 0.2942 (0.3054) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [23:04:14.756148] Epoch: [91] [ 860/2904] eta: 0:26:06 lr: 0.002373 loss: 0.1892 (0.2029) loss_rec_all: 0.2157 (0.2286) loss_rec_sfr: 0.2918 (0.3051) loss_cl: -0.2804 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [23:04:29.677691] Epoch: [91] [ 880/2904] eta: 0:25:50 lr: 0.002373 loss: 0.1899 (0.2027) loss_rec_all: 0.2161 (0.2284) loss_rec_sfr: 0.2824 (0.3046) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [23:04:44.601548] Epoch: [91] [ 900/2904] eta: 0:25:33 lr: 0.002373 loss: 0.1975 (0.2028) loss_rec_all: 0.2233 (0.2286) loss_rec_sfr: 0.2879 (0.3051) loss_cl: -0.2784 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [23:04:59.528066] Epoch: [91] [ 920/2904] eta: 0:25:17 lr: 0.002373 loss: 0.1932 (0.2028) loss_rec_all: 0.2190 (0.2285) loss_rec_sfr: 0.2738 (0.3049) loss_cl: -0.2781 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [23:05:14.454451] Epoch: [91] [ 940/2904] eta: 0:25:01 lr: 0.002373 loss: 0.1885 (0.2026) loss_rec_all: 0.2145 (0.2283) loss_rec_sfr: 0.2769 (0.3042) loss_cl: -0.2787 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [23:05:29.382129] Epoch: [91] [ 960/2904] eta: 0:24:45 lr: 0.002373 loss: 0.1920 (0.2026) loss_rec_all: 0.2178 (0.2283) loss_rec_sfr: 0.2694 (0.3041) loss_cl: -0.2791 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [23:05:44.303984] Epoch: [91] [ 980/2904] eta: 0:24:29 lr: 0.002373 loss: 0.1948 (0.2026) loss_rec_all: 0.2207 (0.2284) loss_rec_sfr: 0.2782 (0.3042) loss_cl: -0.2792 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [23:05:59.235907] Epoch: [91] [1000/2904] eta: 0:24:13 lr: 0.002373 loss: 0.1904 (0.2026) loss_rec_all: 0.2164 (0.2283) loss_rec_sfr: 0.2876 (0.3042) loss_cl: -0.2790 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [23:06:14.155580] Epoch: [91] [1020/2904] eta: 0:23:57 lr: 0.002373 loss: 0.1950 (0.2026) loss_rec_all: 0.2208 (0.2284) loss_rec_sfr: 0.2985 (0.3045) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [23:06:29.076640] Epoch: [91] [1040/2904] eta: 0:23:41 lr: 0.002373 loss: 0.1911 (0.2027) loss_rec_all: 0.2172 (0.2284) loss_rec_sfr: 0.2726 (0.3045) loss_cl: -0.2779 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [23:06:44.000903] Epoch: [91] [1060/2904] eta: 0:23:26 lr: 0.002373 loss: 0.1889 (0.2026) loss_rec_all: 0.2149 (0.2283) loss_rec_sfr: 0.2926 (0.3045) loss_cl: -0.2783 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [23:06:58.923388] Epoch: [91] [1080/2904] eta: 0:23:10 lr: 0.002373 loss: 0.1920 (0.2026) loss_rec_all: 0.2181 (0.2283) loss_rec_sfr: 0.2750 (0.3043) loss_cl: -0.2782 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [23:07:13.841966] Epoch: [91] [1100/2904] eta: 0:22:54 lr: 0.002373 loss: 0.1915 (0.2026) loss_rec_all: 0.2178 (0.2284) loss_rec_sfr: 0.2895 (0.3045) loss_cl: -0.2788 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [23:07:28.761040] Epoch: [91] [1120/2904] eta: 0:22:38 lr: 0.002373 loss: 0.1916 (0.2026) loss_rec_all: 0.2174 (0.2283) loss_rec_sfr: 0.2915 (0.3044) loss_cl: -0.2796 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [23:07:43.683226] Epoch: [91] [1140/2904] eta: 0:22:23 lr: 0.002373 loss: 0.1943 (0.2026) loss_rec_all: 0.2203 (0.2283) loss_rec_sfr: 0.2596 (0.3041) loss_cl: -0.2797 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [23:07:58.603024] Epoch: [91] [1160/2904] eta: 0:22:07 lr: 0.002373 loss: 0.1908 (0.2025) loss_rec_all: 0.2174 (0.2282) loss_rec_sfr: 0.2851 (0.3038) loss_cl: -0.2801 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [23:08:13.522423] Epoch: [91] [1180/2904] eta: 0:21:51 lr: 0.002373 loss: 0.1931 (0.2025) loss_rec_all: 0.2189 (0.2282) loss_rec_sfr: 0.2959 (0.3040) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [23:08:28.438123] Epoch: [91] [1200/2904] eta: 0:21:36 lr: 0.002373 loss: 0.1934 (0.2026) loss_rec_all: 0.2191 (0.2283) loss_rec_sfr: 0.2922 (0.3044) loss_cl: -0.2783 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [23:08:43.358057] Epoch: [91] [1220/2904] eta: 0:21:20 lr: 0.002373 loss: 0.1944 (0.2026) loss_rec_all: 0.2200 (0.2283) loss_rec_sfr: 0.2811 (0.3044) loss_cl: -0.2782 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [23:08:58.277482] Epoch: [91] [1240/2904] eta: 0:21:04 lr: 0.002373 loss: 0.1945 (0.2027) loss_rec_all: 0.2207 (0.2285) loss_rec_sfr: 0.2996 (0.3048) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [23:09:13.194344] Epoch: [91] [1260/2904] eta: 0:20:49 lr: 0.002373 loss: 0.1931 (0.2027) loss_rec_all: 0.2193 (0.2285) loss_rec_sfr: 0.2801 (0.3048) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [23:09:28.112127] Epoch: [91] [1280/2904] eta: 0:20:33 lr: 0.002373 loss: 0.1910 (0.2027) loss_rec_all: 0.2172 (0.2285) loss_rec_sfr: 0.2739 (0.3048) loss_cl: -0.2793 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [23:09:43.027819] Epoch: [91] [1300/2904] eta: 0:20:18 lr: 0.002373 loss: 0.1943 (0.2027) loss_rec_all: 0.2201 (0.2285) loss_rec_sfr: 0.3016 (0.3049) loss_cl: -0.2797 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [23:09:57.945541] Epoch: [91] [1320/2904] eta: 0:20:02 lr: 0.002373 loss: 0.1927 (0.2027) loss_rec_all: 0.2189 (0.2284) loss_rec_sfr: 0.2651 (0.3046) loss_cl: -0.2783 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [23:10:12.857107] Epoch: [91] [1340/2904] eta: 0:19:47 lr: 0.002373 loss: 0.2001 (0.2029) loss_rec_all: 0.2260 (0.2286) loss_rec_sfr: 0.2885 (0.3051) loss_cl: -0.2780 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [23:10:27.774308] Epoch: [91] [1360/2904] eta: 0:19:31 lr: 0.002373 loss: 0.1908 (0.2028) loss_rec_all: 0.2171 (0.2285) loss_rec_sfr: 0.2739 (0.3048) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [23:10:42.692798] Epoch: [91] [1380/2904] eta: 0:19:16 lr: 0.002373 loss: 0.1893 (0.2026) loss_rec_all: 0.2155 (0.2284) loss_rec_sfr: 0.2800 (0.3045) loss_cl: -0.2797 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [23:10:57.609329] Epoch: [91] [1400/2904] eta: 0:19:00 lr: 0.002373 loss: 0.1945 (0.2026) loss_rec_all: 0.2204 (0.2283) loss_rec_sfr: 0.2705 (0.3044) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [23:11:12.530144] Epoch: [91] [1420/2904] eta: 0:18:45 lr: 0.002373 loss: 0.1937 (0.2025) loss_rec_all: 0.2193 (0.2283) loss_rec_sfr: 0.2662 (0.3040) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [23:11:27.449378] Epoch: [91] [1440/2904] eta: 0:18:29 lr: 0.002373 loss: 0.1921 (0.2025) loss_rec_all: 0.2179 (0.2282) loss_rec_sfr: 0.2769 (0.3039) loss_cl: -0.2781 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [23:11:42.370252] Epoch: [91] [1460/2904] eta: 0:18:14 lr: 0.002373 loss: 0.1919 (0.2024) loss_rec_all: 0.2177 (0.2282) loss_rec_sfr: 0.2501 (0.3036) loss_cl: -0.2783 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [23:11:57.290935] Epoch: [91] [1480/2904] eta: 0:17:59 lr: 0.002373 loss: 0.1901 (0.2024) loss_rec_all: 0.2158 (0.2282) loss_rec_sfr: 0.2731 (0.3035) loss_cl: -0.2783 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [23:12:12.212065] Epoch: [91] [1500/2904] eta: 0:17:43 lr: 0.002373 loss: 0.1929 (0.2024) loss_rec_all: 0.2190 (0.2281) loss_rec_sfr: 0.2679 (0.3034) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [23:12:27.138913] Epoch: [91] [1520/2904] eta: 0:17:28 lr: 0.002373 loss: 0.1917 (0.2023) loss_rec_all: 0.2172 (0.2281) loss_rec_sfr: 0.2984 (0.3036) loss_cl: -0.2798 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [23:12:42.065509] Epoch: [91] [1540/2904] eta: 0:17:13 lr: 0.002373 loss: 0.1906 (0.2023) loss_rec_all: 0.2166 (0.2280) loss_rec_sfr: 0.2780 (0.3035) loss_cl: -0.2784 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [23:12:56.983248] Epoch: [91] [1560/2904] eta: 0:16:57 lr: 0.002373 loss: 0.1947 (0.2024) loss_rec_all: 0.2204 (0.2281) loss_rec_sfr: 0.2836 (0.3037) loss_cl: -0.2782 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [23:13:11.903274] Epoch: [91] [1580/2904] eta: 0:16:42 lr: 0.002373 loss: 0.1920 (0.2024) loss_rec_all: 0.2180 (0.2281) loss_rec_sfr: 0.2795 (0.3036) loss_cl: -0.2791 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [23:13:26.829208] Epoch: [91] [1600/2904] eta: 0:16:27 lr: 0.002373 loss: 0.1917 (0.2023) loss_rec_all: 0.2176 (0.2280) loss_rec_sfr: 0.2596 (0.3033) loss_cl: -0.2794 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [23:13:41.750062] Epoch: [91] [1620/2904] eta: 0:16:11 lr: 0.002373 loss: 0.1930 (0.2022) loss_rec_all: 0.2190 (0.2280) loss_rec_sfr: 0.2649 (0.3029) loss_cl: -0.2794 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [23:13:56.673714] Epoch: [91] [1640/2904] eta: 0:15:56 lr: 0.002373 loss: 0.1950 (0.2022) loss_rec_all: 0.2209 (0.2280) loss_rec_sfr: 0.2708 (0.3029) loss_cl: -0.2803 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [23:14:11.596415] Epoch: [91] [1660/2904] eta: 0:15:41 lr: 0.002373 loss: 0.1903 (0.2022) loss_rec_all: 0.2160 (0.2280) loss_rec_sfr: 0.2958 (0.3030) loss_cl: -0.2793 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [23:14:26.520577] Epoch: [91] [1680/2904] eta: 0:15:25 lr: 0.002373 loss: 0.2008 (0.2023) loss_rec_all: 0.2268 (0.2281) loss_rec_sfr: 0.2895 (0.3033) loss_cl: -0.2790 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [23:14:41.439057] Epoch: [91] [1700/2904] eta: 0:15:10 lr: 0.002373 loss: 0.1939 (0.2023) loss_rec_all: 0.2198 (0.2281) loss_rec_sfr: 0.2942 (0.3033) loss_cl: -0.2799 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [23:14:56.362709] Epoch: [91] [1720/2904] eta: 0:14:55 lr: 0.002373 loss: 0.1916 (0.2023) loss_rec_all: 0.2175 (0.2281) loss_rec_sfr: 0.2774 (0.3034) loss_cl: -0.2790 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [23:15:11.282006] Epoch: [91] [1740/2904] eta: 0:14:40 lr: 0.002373 loss: 0.1879 (0.2022) loss_rec_all: 0.2141 (0.2280) loss_rec_sfr: 0.2783 (0.3031) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [23:15:26.205756] Epoch: [91] [1760/2904] eta: 0:14:24 lr: 0.002373 loss: 0.1912 (0.2022) loss_rec_all: 0.2177 (0.2279) loss_rec_sfr: 0.2683 (0.3029) loss_cl: -0.2788 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [23:15:41.131945] Epoch: [91] [1780/2904] eta: 0:14:09 lr: 0.002373 loss: 0.1947 (0.2022) loss_rec_all: 0.2203 (0.2279) loss_rec_sfr: 0.3046 (0.3032) loss_cl: -0.2792 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [23:15:56.051840] Epoch: [91] [1800/2904] eta: 0:13:54 lr: 0.002373 loss: 0.1916 (0.2021) loss_rec_all: 0.2178 (0.2279) loss_rec_sfr: 0.2843 (0.3030) loss_cl: -0.2792 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [23:16:10.969008] Epoch: [91] [1820/2904] eta: 0:13:39 lr: 0.002373 loss: 0.1936 (0.2022) loss_rec_all: 0.2195 (0.2280) loss_rec_sfr: 0.2834 (0.3032) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [23:16:25.891420] Epoch: [91] [1840/2904] eta: 0:13:23 lr: 0.002373 loss: 0.1983 (0.2024) loss_rec_all: 0.2243 (0.2281) loss_rec_sfr: 0.3079 (0.3038) loss_cl: -0.2781 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [23:16:40.809045] Epoch: [91] [1860/2904] eta: 0:13:08 lr: 0.002373 loss: 0.1968 (0.2025) loss_rec_all: 0.2224 (0.2282) loss_rec_sfr: 0.2861 (0.3039) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [23:16:55.729480] Epoch: [91] [1880/2904] eta: 0:12:53 lr: 0.002373 loss: 0.1932 (0.2026) loss_rec_all: 0.2195 (0.2283) loss_rec_sfr: 0.2872 (0.3040) loss_cl: -0.2797 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [23:17:10.652010] Epoch: [91] [1900/2904] eta: 0:12:38 lr: 0.002373 loss: 0.1978 (0.2026) loss_rec_all: 0.2234 (0.2284) loss_rec_sfr: 0.2926 (0.3042) loss_cl: -0.2792 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [23:17:25.566700] Epoch: [91] [1920/2904] eta: 0:12:23 lr: 0.002373 loss: 0.1922 (0.2026) loss_rec_all: 0.2178 (0.2284) loss_rec_sfr: 0.2959 (0.3042) loss_cl: -0.2780 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [23:17:40.488176] Epoch: [91] [1940/2904] eta: 0:12:07 lr: 0.002373 loss: 0.1891 (0.2026) loss_rec_all: 0.2149 (0.2283) loss_rec_sfr: 0.2399 (0.3039) loss_cl: -0.2784 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [23:17:55.408453] Epoch: [91] [1960/2904] eta: 0:11:52 lr: 0.002373 loss: 0.1948 (0.2027) loss_rec_all: 0.2209 (0.2284) loss_rec_sfr: 0.2899 (0.3041) loss_cl: -0.2784 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [23:18:10.326990] Epoch: [91] [1980/2904] eta: 0:11:37 lr: 0.002373 loss: 0.1945 (0.2026) loss_rec_all: 0.2202 (0.2283) loss_rec_sfr: 0.2687 (0.3039) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [23:18:25.243835] Epoch: [91] [2000/2904] eta: 0:11:22 lr: 0.002373 loss: 0.1932 (0.2025) loss_rec_all: 0.2191 (0.2283) loss_rec_sfr: 0.2616 (0.3035) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [23:18:40.159436] Epoch: [91] [2020/2904] eta: 0:11:07 lr: 0.002373 loss: 0.1930 (0.2025) loss_rec_all: 0.2188 (0.2282) loss_rec_sfr: 0.2751 (0.3033) loss_cl: -0.2793 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [23:18:55.073972] Epoch: [91] [2040/2904] eta: 0:10:51 lr: 0.002373 loss: 0.1922 (0.2026) loss_rec_all: 0.2180 (0.2283) loss_rec_sfr: 0.2924 (0.3035) loss_cl: -0.2783 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [23:19:09.991522] Epoch: [91] [2060/2904] eta: 0:10:36 lr: 0.002373 loss: 0.1912 (0.2025) loss_rec_all: 0.2171 (0.2282) loss_rec_sfr: 0.2605 (0.3032) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [23:19:24.904378] Epoch: [91] [2080/2904] eta: 0:10:21 lr: 0.002373 loss: 0.1895 (0.2024) loss_rec_all: 0.2157 (0.2282) loss_rec_sfr: 0.2628 (0.3031) loss_cl: -0.2786 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [23:19:39.812227] Epoch: [91] [2100/2904] eta: 0:10:06 lr: 0.002373 loss: 0.1924 (0.2024) loss_rec_all: 0.2182 (0.2281) loss_rec_sfr: 0.2937 (0.3029) loss_cl: -0.2791 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [23:19:54.725133] Epoch: [91] [2120/2904] eta: 0:09:51 lr: 0.002373 loss: 0.1901 (0.2024) loss_rec_all: 0.2164 (0.2281) loss_rec_sfr: 0.2869 (0.3030) loss_cl: -0.2784 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [23:20:09.639804] Epoch: [91] [2140/2904] eta: 0:09:36 lr: 0.002373 loss: 0.1920 (0.2024) loss_rec_all: 0.2181 (0.2281) loss_rec_sfr: 0.2680 (0.3028) loss_cl: -0.2785 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [23:20:24.544211] Epoch: [91] [2160/2904] eta: 0:09:21 lr: 0.002373 loss: 0.1892 (0.2023) loss_rec_all: 0.2149 (0.2281) loss_rec_sfr: 0.2760 (0.3027) loss_cl: -0.2789 (-0.2787) time: 0.7452 data: 0.0002 max mem: 29860 [23:20:39.453539] Epoch: [91] [2180/2904] eta: 0:09:05 lr: 0.002373 loss: 0.1909 (0.2022) loss_rec_all: 0.2172 (0.2280) loss_rec_sfr: 0.2518 (0.3023) loss_cl: -0.2795 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [23:20:54.366039] Epoch: [91] [2200/2904] eta: 0:08:50 lr: 0.002373 loss: 0.1956 (0.2023) loss_rec_all: 0.2218 (0.2280) loss_rec_sfr: 0.2822 (0.3025) loss_cl: -0.2804 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [23:21:09.281803] Epoch: [91] [2220/2904] eta: 0:08:35 lr: 0.002373 loss: 0.1975 (0.2023) loss_rec_all: 0.2232 (0.2281) loss_rec_sfr: 0.3056 (0.3028) loss_cl: -0.2788 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [23:21:24.199339] Epoch: [91] [2240/2904] eta: 0:08:20 lr: 0.002373 loss: 0.1935 (0.2023) loss_rec_all: 0.2193 (0.2281) loss_rec_sfr: 0.2806 (0.3028) loss_cl: -0.2783 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [23:21:39.116808] Epoch: [91] [2260/2904] eta: 0:08:05 lr: 0.002373 loss: 0.1906 (0.2023) loss_rec_all: 0.2168 (0.2281) loss_rec_sfr: 0.2687 (0.3027) loss_cl: -0.2782 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [23:21:54.030132] Epoch: [91] [2280/2904] eta: 0:07:50 lr: 0.002373 loss: 0.1901 (0.2023) loss_rec_all: 0.2165 (0.2280) loss_rec_sfr: 0.2741 (0.3025) loss_cl: -0.2783 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [23:22:08.940203] Epoch: [91] [2300/2904] eta: 0:07:35 lr: 0.002373 loss: 0.1969 (0.2024) loss_rec_all: 0.2226 (0.2281) loss_rec_sfr: 0.2989 (0.3029) loss_cl: -0.2786 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [23:22:23.845095] Epoch: [91] [2320/2904] eta: 0:07:20 lr: 0.002373 loss: 0.1923 (0.2024) loss_rec_all: 0.2183 (0.2281) loss_rec_sfr: 0.2793 (0.3029) loss_cl: -0.2798 (-0.2787) time: 0.7452 data: 0.0002 max mem: 29860 [23:22:38.753041] Epoch: [91] [2340/2904] eta: 0:07:04 lr: 0.002373 loss: 0.1913 (0.2023) loss_rec_all: 0.2172 (0.2281) loss_rec_sfr: 0.2813 (0.3028) loss_cl: -0.2784 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [23:22:53.668417] Epoch: [91] [2360/2904] eta: 0:06:49 lr: 0.002373 loss: 0.1974 (0.2024) loss_rec_all: 0.2234 (0.2281) loss_rec_sfr: 0.2862 (0.3029) loss_cl: -0.2783 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [23:23:08.577806] Epoch: [91] [2380/2904] eta: 0:06:34 lr: 0.002373 loss: 0.1969 (0.2024) loss_rec_all: 0.2230 (0.2281) loss_rec_sfr: 0.2804 (0.3029) loss_cl: -0.2793 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [23:23:23.492329] Epoch: [91] [2400/2904] eta: 0:06:19 lr: 0.002373 loss: 0.1943 (0.2024) loss_rec_all: 0.2201 (0.2282) loss_rec_sfr: 0.2772 (0.3029) loss_cl: -0.2789 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [23:23:38.408095] Epoch: [91] [2420/2904] eta: 0:06:04 lr: 0.002373 loss: 0.1901 (0.2023) loss_rec_all: 0.2159 (0.2281) loss_rec_sfr: 0.2948 (0.3028) loss_cl: -0.2783 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [23:23:53.321973] Epoch: [91] [2440/2904] eta: 0:05:49 lr: 0.002373 loss: 0.1916 (0.2023) loss_rec_all: 0.2175 (0.2281) loss_rec_sfr: 0.2786 (0.3027) loss_cl: -0.2787 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [23:24:08.233917] Epoch: [91] [2460/2904] eta: 0:05:34 lr: 0.002373 loss: 0.1906 (0.2023) loss_rec_all: 0.2164 (0.2281) loss_rec_sfr: 0.2836 (0.3026) loss_cl: -0.2796 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [23:24:23.148656] Epoch: [91] [2480/2904] eta: 0:05:19 lr: 0.002373 loss: 0.1903 (0.2024) loss_rec_all: 0.2167 (0.2281) loss_rec_sfr: 0.2928 (0.3029) loss_cl: -0.2784 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [23:24:38.065801] Epoch: [91] [2500/2904] eta: 0:05:04 lr: 0.002373 loss: 0.1922 (0.2024) loss_rec_all: 0.2184 (0.2282) loss_rec_sfr: 0.2856 (0.3030) loss_cl: -0.2780 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [23:24:52.987605] Epoch: [91] [2520/2904] eta: 0:04:49 lr: 0.002373 loss: 0.1960 (0.2025) loss_rec_all: 0.2222 (0.2282) loss_rec_sfr: 0.2805 (0.3031) loss_cl: -0.2791 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [23:25:07.906159] Epoch: [91] [2540/2904] eta: 0:04:34 lr: 0.002373 loss: 0.1897 (0.2024) loss_rec_all: 0.2154 (0.2282) loss_rec_sfr: 0.2728 (0.3028) loss_cl: -0.2788 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [23:25:22.820860] Epoch: [91] [2560/2904] eta: 0:04:18 lr: 0.002373 loss: 0.1929 (0.2025) loss_rec_all: 0.2187 (0.2282) loss_rec_sfr: 0.2912 (0.3030) loss_cl: -0.2784 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [23:25:37.735601] Epoch: [91] [2580/2904] eta: 0:04:03 lr: 0.002373 loss: 0.1946 (0.2025) loss_rec_all: 0.2207 (0.2283) loss_rec_sfr: 0.2773 (0.3029) loss_cl: -0.2792 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [23:25:52.651082] Epoch: [91] [2600/2904] eta: 0:03:48 lr: 0.002372 loss: 0.1890 (0.2024) loss_rec_all: 0.2154 (0.2282) loss_rec_sfr: 0.2735 (0.3027) loss_cl: -0.2792 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [23:26:07.562843] Epoch: [91] [2620/2904] eta: 0:03:33 lr: 0.002372 loss: 0.1936 (0.2024) loss_rec_all: 0.2197 (0.2282) loss_rec_sfr: 0.2857 (0.3026) loss_cl: -0.2792 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [23:26:22.477337] Epoch: [91] [2640/2904] eta: 0:03:18 lr: 0.002372 loss: 0.1929 (0.2024) loss_rec_all: 0.2190 (0.2282) loss_rec_sfr: 0.2886 (0.3026) loss_cl: -0.2792 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [23:26:37.395371] Epoch: [91] [2660/2904] eta: 0:03:03 lr: 0.002372 loss: 0.1888 (0.2024) loss_rec_all: 0.2150 (0.2281) loss_rec_sfr: 0.2853 (0.3026) loss_cl: -0.2787 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [23:26:52.303985] Epoch: [91] [2680/2904] eta: 0:02:48 lr: 0.002372 loss: 0.1911 (0.2023) loss_rec_all: 0.2170 (0.2281) loss_rec_sfr: 0.2737 (0.3024) loss_cl: -0.2791 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [23:27:07.212963] Epoch: [91] [2700/2904] eta: 0:02:33 lr: 0.002372 loss: 0.1948 (0.2024) loss_rec_all: 0.2208 (0.2281) loss_rec_sfr: 0.2763 (0.3024) loss_cl: -0.2788 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [23:27:22.126273] Epoch: [91] [2720/2904] eta: 0:02:18 lr: 0.002372 loss: 0.1980 (0.2025) loss_rec_all: 0.2238 (0.2282) loss_rec_sfr: 0.3034 (0.3027) loss_cl: -0.2793 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [23:27:37.041664] Epoch: [91] [2740/2904] eta: 0:02:03 lr: 0.002372 loss: 0.1968 (0.2025) loss_rec_all: 0.2225 (0.2282) loss_rec_sfr: 0.2942 (0.3028) loss_cl: -0.2783 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [23:27:51.953335] Epoch: [91] [2760/2904] eta: 0:01:48 lr: 0.002372 loss: 0.1940 (0.2025) loss_rec_all: 0.2198 (0.2283) loss_rec_sfr: 0.2900 (0.3030) loss_cl: -0.2789 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [23:28:06.873848] Epoch: [91] [2780/2904] eta: 0:01:33 lr: 0.002372 loss: 0.1918 (0.2025) loss_rec_all: 0.2178 (0.2282) loss_rec_sfr: 0.2532 (0.3027) loss_cl: -0.2795 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [23:28:21.793356] Epoch: [91] [2800/2904] eta: 0:01:18 lr: 0.002372 loss: 0.1895 (0.2024) loss_rec_all: 0.2155 (0.2282) loss_rec_sfr: 0.2686 (0.3024) loss_cl: -0.2787 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [23:28:36.715328] Epoch: [91] [2820/2904] eta: 0:01:03 lr: 0.002372 loss: 0.1955 (0.2024) loss_rec_all: 0.2211 (0.2282) loss_rec_sfr: 0.2807 (0.3024) loss_cl: -0.2783 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [23:28:51.658950] Epoch: [91] [2840/2904] eta: 0:00:48 lr: 0.002372 loss: 0.1918 (0.2024) loss_rec_all: 0.2176 (0.2282) loss_rec_sfr: 0.2852 (0.3024) loss_cl: -0.2794 (-0.2787) time: 0.7471 data: 0.0023 max mem: 29860 [23:29:06.555212] Epoch: [91] [2860/2904] eta: 0:00:33 lr: 0.002372 loss: 0.1987 (0.2024) loss_rec_all: 0.2247 (0.2282) loss_rec_sfr: 0.2892 (0.3026) loss_cl: -0.2797 (-0.2787) time: 0.7448 data: 0.0001 max mem: 29860 [23:29:21.456739] Epoch: [91] [2880/2904] eta: 0:00:18 lr: 0.002372 loss: 0.1902 (0.2024) loss_rec_all: 0.2162 (0.2281) loss_rec_sfr: 0.2764 (0.3024) loss_cl: -0.2792 (-0.2787) time: 0.7450 data: 0.0001 max mem: 29860 [23:29:36.362231] Epoch: [91] [2900/2904] eta: 0:00:03 lr: 0.002372 loss: 0.1935 (0.2024) loss_rec_all: 0.2194 (0.2281) loss_rec_sfr: 0.2661 (0.3022) loss_cl: -0.2787 (-0.2787) time: 0.7452 data: 0.0001 max mem: 29860 [23:29:38.605323] Epoch: [91] [2903/2904] eta: 0:00:00 lr: 0.002372 loss: 0.1935 (0.2024) loss_rec_all: 0.2194 (0.2281) loss_rec_sfr: 0.2661 (0.3023) loss_cl: -0.2788 (-0.2787) time: 0.7452 data: 0.0001 max mem: 29860 [23:29:40.719417] Epoch: [91] Total time: 0:36:25 (0.7527 s / it) [23:29:40.724085] Averaged stats: lr: 0.002372 loss: 0.1935 (0.2050) loss_rec_all: 0.2194 (0.2285) loss_rec_sfr: 0.2661 (0.3037) loss_cl: -0.2788 (-0.2555) [23:29:40.728816] log_dir: ./checkpoint/VF2_ViT-B [23:29:58.927588] Epoch: [92] [ 0/2904] eta: 14:40:47 lr: 0.002372 loss: 0.1910 (0.1910) loss_rec_all: 0.2172 (0.2172) loss_rec_sfr: 0.2443 (0.2443) loss_cl: -0.2786 (-0.2786) time: 18.1981 data: 15.7699 max mem: 29860 [23:30:14.881207] Epoch: [92] [ 20/2904] eta: 1:18:10 lr: 0.002372 loss: 0.1959 (0.2068) loss_rec_all: 0.2217 (0.2324) loss_rec_sfr: 0.2811 (0.3173) loss_cl: -0.2783 (-0.2781) time: 0.7976 data: 0.0002 max mem: 29860 [23:30:29.772886] Epoch: [92] [ 40/2904] eta: 0:57:05 lr: 0.002372 loss: 0.1912 (0.2041) loss_rec_all: 0.2169 (0.2298) loss_rec_sfr: 0.2866 (0.3109) loss_cl: -0.2795 (-0.2788) time: 0.7445 data: 0.0002 max mem: 29860 [23:30:44.682197] Epoch: [92] [ 60/2904] eta: 0:49:41 lr: 0.002372 loss: 0.1917 (0.2031) loss_rec_all: 0.2175 (0.2288) loss_rec_sfr: 0.2977 (0.3120) loss_cl: -0.2796 (-0.2791) time: 0.7454 data: 0.0002 max mem: 29860 [23:30:59.746599] Epoch: [92] [ 80/2904] eta: 0:45:54 lr: 0.002372 loss: 0.1891 (0.2014) loss_rec_all: 0.2148 (0.2271) loss_rec_sfr: 0.2767 (0.3068) loss_cl: -0.2789 (-0.2790) time: 0.7532 data: 0.0002 max mem: 29860 [23:31:14.675939] Epoch: [92] [ 100/2904] eta: 0:43:28 lr: 0.002372 loss: 0.1926 (0.2008) loss_rec_all: 0.2183 (0.2265) loss_rec_sfr: 0.2800 (0.3022) loss_cl: -0.2778 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [23:31:29.610030] Epoch: [92] [ 120/2904] eta: 0:41:45 lr: 0.002372 loss: 0.1959 (0.2017) loss_rec_all: 0.2216 (0.2274) loss_rec_sfr: 0.2909 (0.3046) loss_cl: -0.2781 (-0.2786) time: 0.7467 data: 0.0002 max mem: 29860 [23:31:44.550132] Epoch: [92] [ 140/2904] eta: 0:40:27 lr: 0.002372 loss: 0.1897 (0.2021) loss_rec_all: 0.2156 (0.2278) loss_rec_sfr: 0.2794 (0.3051) loss_cl: -0.2800 (-0.2788) time: 0.7470 data: 0.0002 max mem: 29860 [23:31:59.479852] Epoch: [92] [ 160/2904] eta: 0:39:24 lr: 0.002372 loss: 0.1903 (0.2018) loss_rec_all: 0.2167 (0.2275) loss_rec_sfr: 0.2639 (0.3033) loss_cl: -0.2801 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [23:32:14.426711] Epoch: [92] [ 180/2904] eta: 0:38:32 lr: 0.002372 loss: 0.1917 (0.2013) loss_rec_all: 0.2180 (0.2271) loss_rec_sfr: 0.2743 (0.3008) loss_cl: -0.2795 (-0.2790) time: 0.7473 data: 0.0002 max mem: 29860 [23:32:29.355781] Epoch: [92] [ 200/2904] eta: 0:37:48 lr: 0.002372 loss: 0.1916 (0.2009) loss_rec_all: 0.2171 (0.2267) loss_rec_sfr: 0.2842 (0.3000) loss_cl: -0.2787 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [23:32:44.276317] Epoch: [92] [ 220/2904] eta: 0:37:09 lr: 0.002372 loss: 0.1954 (0.2015) loss_rec_all: 0.2213 (0.2273) loss_rec_sfr: 0.2763 (0.3002) loss_cl: -0.2775 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [23:32:59.203522] Epoch: [92] [ 240/2904] eta: 0:36:33 lr: 0.002372 loss: 0.1917 (0.2015) loss_rec_all: 0.2175 (0.2273) loss_rec_sfr: 0.2882 (0.3006) loss_cl: -0.2793 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [23:33:14.124458] Epoch: [92] [ 260/2904] eta: 0:36:01 lr: 0.002372 loss: 0.1937 (0.2020) loss_rec_all: 0.2195 (0.2277) loss_rec_sfr: 0.2768 (0.3018) loss_cl: -0.2798 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [23:33:29.044016] Epoch: [92] [ 280/2904] eta: 0:35:31 lr: 0.002372 loss: 0.1905 (0.2014) loss_rec_all: 0.2167 (0.2272) loss_rec_sfr: 0.2693 (0.3000) loss_cl: -0.2792 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [23:33:43.995042] Epoch: [92] [ 300/2904] eta: 0:35:04 lr: 0.002372 loss: 0.1904 (0.2009) loss_rec_all: 0.2162 (0.2267) loss_rec_sfr: 0.2872 (0.2990) loss_cl: -0.2794 (-0.2789) time: 0.7475 data: 0.0002 max mem: 29860 [23:33:58.921467] Epoch: [92] [ 320/2904] eta: 0:34:38 lr: 0.002372 loss: 0.1906 (0.2009) loss_rec_all: 0.2165 (0.2267) loss_rec_sfr: 0.2643 (0.2983) loss_cl: -0.2780 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [23:34:13.866471] Epoch: [92] [ 340/2904] eta: 0:34:13 lr: 0.002372 loss: 0.1887 (0.2012) loss_rec_all: 0.2148 (0.2270) loss_rec_sfr: 0.2903 (0.2997) loss_cl: -0.2789 (-0.2788) time: 0.7472 data: 0.0002 max mem: 29860 [23:34:28.791268] Epoch: [92] [ 360/2904] eta: 0:33:49 lr: 0.002372 loss: 0.1915 (0.2015) loss_rec_all: 0.2175 (0.2272) loss_rec_sfr: 0.2658 (0.3002) loss_cl: -0.2789 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [23:34:43.716238] Epoch: [92] [ 380/2904] eta: 0:33:27 lr: 0.002372 loss: 0.1926 (0.2015) loss_rec_all: 0.2188 (0.2273) loss_rec_sfr: 0.2937 (0.3004) loss_cl: -0.2794 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [23:34:58.637648] Epoch: [92] [ 400/2904] eta: 0:33:05 lr: 0.002372 loss: 0.1963 (0.2014) loss_rec_all: 0.2223 (0.2272) loss_rec_sfr: 0.2793 (0.2996) loss_cl: -0.2801 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [23:35:13.534221] Epoch: [92] [ 420/2904] eta: 0:32:43 lr: 0.002372 loss: 0.2067 (0.2019) loss_rec_all: 0.2325 (0.2277) loss_rec_sfr: 0.3013 (0.2999) loss_cl: -0.2790 (-0.2789) time: 0.7448 data: 0.0002 max mem: 29860 [23:35:28.452600] Epoch: [92] [ 440/2904] eta: 0:32:22 lr: 0.002372 loss: 0.2172 (0.2030) loss_rec_all: 0.2428 (0.2288) loss_rec_sfr: 0.3154 (0.3017) loss_cl: -0.2783 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [23:35:43.357747] Epoch: [92] [ 460/2904] eta: 0:32:02 lr: 0.002372 loss: 0.2164 (0.2038) loss_rec_all: 0.2418 (0.2296) loss_rec_sfr: 0.3033 (0.3020) loss_cl: -0.2779 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [23:35:58.283488] Epoch: [92] [ 480/2904] eta: 0:31:42 lr: 0.002372 loss: 0.1998 (0.2040) loss_rec_all: 0.2263 (0.2297) loss_rec_sfr: 0.2962 (0.3022) loss_cl: -0.2790 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [23:36:13.207757] Epoch: [92] [ 500/2904] eta: 0:31:23 lr: 0.002372 loss: 0.1955 (0.2039) loss_rec_all: 0.2218 (0.2296) loss_rec_sfr: 0.2946 (0.3019) loss_cl: -0.2793 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [23:36:28.128045] Epoch: [92] [ 520/2904] eta: 0:31:04 lr: 0.002372 loss: 0.1943 (0.2040) loss_rec_all: 0.2207 (0.2298) loss_rec_sfr: 0.2924 (0.3024) loss_cl: -0.2796 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [23:36:43.053972] Epoch: [92] [ 540/2904] eta: 0:30:45 lr: 0.002372 loss: 0.1944 (0.2044) loss_rec_all: 0.2205 (0.2301) loss_rec_sfr: 0.2891 (0.3035) loss_cl: -0.2790 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [23:36:57.975565] Epoch: [92] [ 560/2904] eta: 0:30:26 lr: 0.002372 loss: 0.1889 (0.2045) loss_rec_all: 0.2149 (0.2302) loss_rec_sfr: 0.2774 (0.3039) loss_cl: -0.2791 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [23:37:12.905809] Epoch: [92] [ 580/2904] eta: 0:30:08 lr: 0.002372 loss: 0.1887 (0.2043) loss_rec_all: 0.2144 (0.2301) loss_rec_sfr: 0.2538 (0.3032) loss_cl: -0.2781 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [23:37:27.835072] Epoch: [92] [ 600/2904] eta: 0:29:50 lr: 0.002372 loss: 0.1911 (0.2043) loss_rec_all: 0.2175 (0.2300) loss_rec_sfr: 0.2927 (0.3036) loss_cl: -0.2790 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [23:37:42.769364] Epoch: [92] [ 620/2904] eta: 0:29:32 lr: 0.002372 loss: 0.1920 (0.2043) loss_rec_all: 0.2177 (0.2300) loss_rec_sfr: 0.2771 (0.3037) loss_cl: -0.2786 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [23:37:57.705251] Epoch: [92] [ 640/2904] eta: 0:29:15 lr: 0.002372 loss: 0.1895 (0.2042) loss_rec_all: 0.2161 (0.2299) loss_rec_sfr: 0.2731 (0.3037) loss_cl: -0.2786 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [23:38:12.634882] Epoch: [92] [ 660/2904] eta: 0:28:57 lr: 0.002372 loss: 0.1959 (0.2043) loss_rec_all: 0.2218 (0.2301) loss_rec_sfr: 0.2994 (0.3043) loss_cl: -0.2796 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [23:38:27.572348] Epoch: [92] [ 680/2904] eta: 0:28:40 lr: 0.002372 loss: 0.1900 (0.2043) loss_rec_all: 0.2159 (0.2300) loss_rec_sfr: 0.2874 (0.3044) loss_cl: -0.2797 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [23:38:42.513026] Epoch: [92] [ 700/2904] eta: 0:28:23 lr: 0.002372 loss: 0.1892 (0.2040) loss_rec_all: 0.2154 (0.2298) loss_rec_sfr: 0.2420 (0.3037) loss_cl: -0.2782 (-0.2788) time: 0.7470 data: 0.0002 max mem: 29860 [23:38:57.440907] Epoch: [92] [ 720/2904] eta: 0:28:06 lr: 0.002372 loss: 0.1921 (0.2039) loss_rec_all: 0.2179 (0.2297) loss_rec_sfr: 0.2805 (0.3036) loss_cl: -0.2779 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [23:39:12.371041] Epoch: [92] [ 740/2904] eta: 0:27:49 lr: 0.002372 loss: 0.1915 (0.2040) loss_rec_all: 0.2177 (0.2298) loss_rec_sfr: 0.2893 (0.3041) loss_cl: -0.2793 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [23:39:27.312956] Epoch: [92] [ 760/2904] eta: 0:27:32 lr: 0.002372 loss: 0.1890 (0.2039) loss_rec_all: 0.2154 (0.2296) loss_rec_sfr: 0.2940 (0.3038) loss_cl: -0.2795 (-0.2788) time: 0.7471 data: 0.0002 max mem: 29860 [23:39:42.246843] Epoch: [92] [ 780/2904] eta: 0:27:15 lr: 0.002372 loss: 0.1938 (0.2038) loss_rec_all: 0.2199 (0.2296) loss_rec_sfr: 0.2818 (0.3037) loss_cl: -0.2792 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [23:39:57.185526] Epoch: [92] [ 800/2904] eta: 0:26:59 lr: 0.002372 loss: 0.1944 (0.2041) loss_rec_all: 0.2202 (0.2298) loss_rec_sfr: 0.2952 (0.3045) loss_cl: -0.2779 (-0.2788) time: 0.7469 data: 0.0002 max mem: 29860 [23:40:12.118539] Epoch: [92] [ 820/2904] eta: 0:26:42 lr: 0.002372 loss: 0.1878 (0.2039) loss_rec_all: 0.2137 (0.2296) loss_rec_sfr: 0.2878 (0.3041) loss_cl: -0.2784 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [23:40:27.052331] Epoch: [92] [ 840/2904] eta: 0:26:26 lr: 0.002372 loss: 0.1932 (0.2040) loss_rec_all: 0.2195 (0.2297) loss_rec_sfr: 0.2777 (0.3044) loss_cl: -0.2792 (-0.2788) time: 0.7466 data: 0.0003 max mem: 29860 [23:40:41.991255] Epoch: [92] [ 860/2904] eta: 0:26:09 lr: 0.002372 loss: 0.1902 (0.2040) loss_rec_all: 0.2160 (0.2298) loss_rec_sfr: 0.2895 (0.3047) loss_cl: -0.2786 (-0.2788) time: 0.7469 data: 0.0002 max mem: 29860 [23:40:56.918027] Epoch: [92] [ 880/2904] eta: 0:25:53 lr: 0.002372 loss: 0.1949 (0.2040) loss_rec_all: 0.2208 (0.2298) loss_rec_sfr: 0.2889 (0.3047) loss_cl: -0.2780 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [23:41:11.854178] Epoch: [92] [ 900/2904] eta: 0:25:37 lr: 0.002372 loss: 0.1904 (0.2038) loss_rec_all: 0.2166 (0.2295) loss_rec_sfr: 0.2642 (0.3040) loss_cl: -0.2784 (-0.2787) time: 0.7468 data: 0.0002 max mem: 29860 [23:41:26.794421] Epoch: [92] [ 920/2904] eta: 0:25:20 lr: 0.002372 loss: 0.1942 (0.2040) loss_rec_all: 0.2199 (0.2297) loss_rec_sfr: 0.2772 (0.3045) loss_cl: -0.2795 (-0.2788) time: 0.7470 data: 0.0002 max mem: 29860 [23:41:41.728722] Epoch: [92] [ 940/2904] eta: 0:25:04 lr: 0.002372 loss: 0.1924 (0.2039) loss_rec_all: 0.2182 (0.2297) loss_rec_sfr: 0.2935 (0.3045) loss_cl: -0.2794 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [23:41:56.662331] Epoch: [92] [ 960/2904] eta: 0:24:48 lr: 0.002372 loss: 0.1916 (0.2037) loss_rec_all: 0.2175 (0.2295) loss_rec_sfr: 0.2752 (0.3038) loss_cl: -0.2790 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [23:42:11.600503] Epoch: [92] [ 980/2904] eta: 0:24:32 lr: 0.002372 loss: 0.1906 (0.2037) loss_rec_all: 0.2163 (0.2294) loss_rec_sfr: 0.2556 (0.3036) loss_cl: -0.2788 (-0.2788) time: 0.7469 data: 0.0002 max mem: 29860 [23:42:26.534485] Epoch: [92] [1000/2904] eta: 0:24:16 lr: 0.002372 loss: 0.1962 (0.2039) loss_rec_all: 0.2219 (0.2296) loss_rec_sfr: 0.3014 (0.3043) loss_cl: -0.2780 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [23:42:41.474227] Epoch: [92] [1020/2904] eta: 0:24:00 lr: 0.002372 loss: 0.1946 (0.2037) loss_rec_all: 0.2202 (0.2295) loss_rec_sfr: 0.2803 (0.3039) loss_cl: -0.2782 (-0.2788) time: 0.7469 data: 0.0002 max mem: 29860 [23:42:56.405637] Epoch: [92] [1040/2904] eta: 0:23:44 lr: 0.002372 loss: 0.1930 (0.2037) loss_rec_all: 0.2190 (0.2295) loss_rec_sfr: 0.2773 (0.3039) loss_cl: -0.2800 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [23:43:11.351922] Epoch: [92] [1060/2904] eta: 0:23:28 lr: 0.002372 loss: 0.1940 (0.2039) loss_rec_all: 0.2205 (0.2297) loss_rec_sfr: 0.2914 (0.3045) loss_cl: -0.2795 (-0.2788) time: 0.7473 data: 0.0002 max mem: 29860 [23:43:26.287437] Epoch: [92] [1080/2904] eta: 0:23:12 lr: 0.002372 loss: 0.1951 (0.2040) loss_rec_all: 0.2210 (0.2297) loss_rec_sfr: 0.2926 (0.3047) loss_cl: -0.2788 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [23:43:41.221631] Epoch: [92] [1100/2904] eta: 0:22:57 lr: 0.002372 loss: 0.1934 (0.2040) loss_rec_all: 0.2196 (0.2297) loss_rec_sfr: 0.2800 (0.3049) loss_cl: -0.2785 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [23:43:56.163304] Epoch: [92] [1120/2904] eta: 0:22:41 lr: 0.002372 loss: 0.1937 (0.2040) loss_rec_all: 0.2197 (0.2297) loss_rec_sfr: 0.2791 (0.3048) loss_cl: -0.2788 (-0.2788) time: 0.7470 data: 0.0002 max mem: 29860 [23:44:11.093360] Epoch: [92] [1140/2904] eta: 0:22:25 lr: 0.002372 loss: 0.1925 (0.2039) loss_rec_all: 0.2185 (0.2297) loss_rec_sfr: 0.2766 (0.3046) loss_cl: -0.2790 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [23:44:26.026725] Epoch: [92] [1160/2904] eta: 0:22:09 lr: 0.002372 loss: 0.1919 (0.2038) loss_rec_all: 0.2180 (0.2296) loss_rec_sfr: 0.2805 (0.3043) loss_cl: -0.2787 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [23:44:40.987236] Epoch: [92] [1180/2904] eta: 0:21:54 lr: 0.002372 loss: 0.1916 (0.2038) loss_rec_all: 0.2177 (0.2295) loss_rec_sfr: 0.2900 (0.3044) loss_cl: -0.2789 (-0.2788) time: 0.7480 data: 0.0002 max mem: 29860 [23:44:55.924264] Epoch: [92] [1200/2904] eta: 0:21:38 lr: 0.002372 loss: 0.1934 (0.2038) loss_rec_all: 0.2193 (0.2295) loss_rec_sfr: 0.2805 (0.3044) loss_cl: -0.2783 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [23:45:10.890252] Epoch: [92] [1220/2904] eta: 0:21:22 lr: 0.002372 loss: 0.1904 (0.2037) loss_rec_all: 0.2163 (0.2295) loss_rec_sfr: 0.3006 (0.3044) loss_cl: -0.2793 (-0.2788) time: 0.7483 data: 0.0002 max mem: 29860 [23:45:25.832270] Epoch: [92] [1240/2904] eta: 0:21:07 lr: 0.002372 loss: 0.1942 (0.2037) loss_rec_all: 0.2205 (0.2295) loss_rec_sfr: 0.2842 (0.3045) loss_cl: -0.2797 (-0.2788) time: 0.7471 data: 0.0002 max mem: 29860 [23:45:40.758263] Epoch: [92] [1260/2904] eta: 0:20:51 lr: 0.002372 loss: 0.1939 (0.2039) loss_rec_all: 0.2197 (0.2296) loss_rec_sfr: 0.2711 (0.3049) loss_cl: -0.2793 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [23:45:55.674438] Epoch: [92] [1280/2904] eta: 0:20:35 lr: 0.002372 loss: 0.1893 (0.2038) loss_rec_all: 0.2151 (0.2296) loss_rec_sfr: 0.2913 (0.3048) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [23:46:10.609234] Epoch: [92] [1300/2904] eta: 0:20:20 lr: 0.002372 loss: 0.1962 (0.2039) loss_rec_all: 0.2220 (0.2296) loss_rec_sfr: 0.2768 (0.3050) loss_cl: -0.2783 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [23:46:25.548110] Epoch: [92] [1320/2904] eta: 0:20:04 lr: 0.002372 loss: 0.1929 (0.2038) loss_rec_all: 0.2190 (0.2295) loss_rec_sfr: 0.2915 (0.3048) loss_cl: -0.2779 (-0.2788) time: 0.7469 data: 0.0002 max mem: 29860 [23:46:40.480021] Epoch: [92] [1340/2904] eta: 0:19:49 lr: 0.002372 loss: 0.1939 (0.2038) loss_rec_all: 0.2197 (0.2295) loss_rec_sfr: 0.2829 (0.3049) loss_cl: -0.2796 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [23:46:55.415114] Epoch: [92] [1360/2904] eta: 0:19:33 lr: 0.002372 loss: 0.1919 (0.2038) loss_rec_all: 0.2177 (0.2295) loss_rec_sfr: 0.2882 (0.3048) loss_cl: -0.2794 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [23:47:10.341169] Epoch: [92] [1380/2904] eta: 0:19:18 lr: 0.002372 loss: 0.1899 (0.2037) loss_rec_all: 0.2160 (0.2294) loss_rec_sfr: 0.2743 (0.3047) loss_cl: -0.2796 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [23:47:25.266263] Epoch: [92] [1400/2904] eta: 0:19:02 lr: 0.002372 loss: 0.1921 (0.2037) loss_rec_all: 0.2182 (0.2294) loss_rec_sfr: 0.2729 (0.3046) loss_cl: -0.2779 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [23:47:40.204763] Epoch: [92] [1420/2904] eta: 0:18:47 lr: 0.002372 loss: 0.1924 (0.2037) loss_rec_all: 0.2180 (0.2295) loss_rec_sfr: 0.2812 (0.3047) loss_cl: -0.2778 (-0.2788) time: 0.7469 data: 0.0002 max mem: 29860 [23:47:55.130602] Epoch: [92] [1440/2904] eta: 0:18:31 lr: 0.002372 loss: 0.1929 (0.2038) loss_rec_all: 0.2188 (0.2295) loss_rec_sfr: 0.2958 (0.3051) loss_cl: -0.2790 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [23:48:10.061683] Epoch: [92] [1460/2904] eta: 0:18:16 lr: 0.002372 loss: 0.1891 (0.2036) loss_rec_all: 0.2150 (0.2294) loss_rec_sfr: 0.2945 (0.3047) loss_cl: -0.2799 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [23:48:24.998455] Epoch: [92] [1480/2904] eta: 0:18:00 lr: 0.002372 loss: 0.1918 (0.2036) loss_rec_all: 0.2175 (0.2293) loss_rec_sfr: 0.2727 (0.3046) loss_cl: -0.2784 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [23:48:39.934674] Epoch: [92] [1500/2904] eta: 0:17:45 lr: 0.002372 loss: 0.1985 (0.2036) loss_rec_all: 0.2241 (0.2294) loss_rec_sfr: 0.2766 (0.3047) loss_cl: -0.2784 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [23:48:54.874947] Epoch: [92] [1520/2904] eta: 0:17:30 lr: 0.002372 loss: 0.1903 (0.2036) loss_rec_all: 0.2166 (0.2293) loss_rec_sfr: 0.3021 (0.3047) loss_cl: -0.2789 (-0.2788) time: 0.7470 data: 0.0002 max mem: 29860 [23:49:09.809524] Epoch: [92] [1540/2904] eta: 0:17:14 lr: 0.002372 loss: 0.1894 (0.2036) loss_rec_all: 0.2156 (0.2294) loss_rec_sfr: 0.2898 (0.3050) loss_cl: -0.2787 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [23:49:24.748132] Epoch: [92] [1560/2904] eta: 0:16:59 lr: 0.002372 loss: 0.1918 (0.2036) loss_rec_all: 0.2180 (0.2294) loss_rec_sfr: 0.2948 (0.3050) loss_cl: -0.2790 (-0.2788) time: 0.7469 data: 0.0002 max mem: 29860 [23:49:39.677593] Epoch: [92] [1580/2904] eta: 0:16:43 lr: 0.002372 loss: 0.1919 (0.2037) loss_rec_all: 0.2177 (0.2294) loss_rec_sfr: 0.2833 (0.3052) loss_cl: -0.2789 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [23:49:54.609753] Epoch: [92] [1600/2904] eta: 0:16:28 lr: 0.002372 loss: 0.1908 (0.2037) loss_rec_all: 0.2165 (0.2294) loss_rec_sfr: 0.2947 (0.3052) loss_cl: -0.2781 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [23:50:09.565684] Epoch: [92] [1620/2904] eta: 0:16:13 lr: 0.002372 loss: 0.1903 (0.2036) loss_rec_all: 0.2164 (0.2293) loss_rec_sfr: 0.2480 (0.3048) loss_cl: -0.2789 (-0.2788) time: 0.7477 data: 0.0002 max mem: 29860 [23:50:24.496677] Epoch: [92] [1640/2904] eta: 0:15:57 lr: 0.002372 loss: 0.1915 (0.2035) loss_rec_all: 0.2177 (0.2293) loss_rec_sfr: 0.2773 (0.3047) loss_cl: -0.2792 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [23:50:39.437092] Epoch: [92] [1660/2904] eta: 0:15:42 lr: 0.002372 loss: 0.1935 (0.2036) loss_rec_all: 0.2193 (0.2293) loss_rec_sfr: 0.2715 (0.3048) loss_cl: -0.2788 (-0.2788) time: 0.7470 data: 0.0002 max mem: 29860 [23:50:54.372147] Epoch: [92] [1680/2904] eta: 0:15:27 lr: 0.002372 loss: 0.1966 (0.2036) loss_rec_all: 0.2222 (0.2294) loss_rec_sfr: 0.2765 (0.3048) loss_cl: -0.2787 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [23:51:09.303011] Epoch: [92] [1700/2904] eta: 0:15:12 lr: 0.002372 loss: 0.1919 (0.2036) loss_rec_all: 0.2177 (0.2293) loss_rec_sfr: 0.2761 (0.3047) loss_cl: -0.2783 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [23:51:24.232328] Epoch: [92] [1720/2904] eta: 0:14:56 lr: 0.002372 loss: 0.1947 (0.2036) loss_rec_all: 0.2204 (0.2293) loss_rec_sfr: 0.3038 (0.3048) loss_cl: -0.2784 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [23:51:39.178487] Epoch: [92] [1740/2904] eta: 0:14:41 lr: 0.002372 loss: 0.1933 (0.2036) loss_rec_all: 0.2194 (0.2293) loss_rec_sfr: 0.2815 (0.3049) loss_cl: -0.2790 (-0.2787) time: 0.7472 data: 0.0003 max mem: 29860 [23:51:54.124243] Epoch: [92] [1760/2904] eta: 0:14:26 lr: 0.002372 loss: 0.1940 (0.2037) loss_rec_all: 0.2202 (0.2294) loss_rec_sfr: 0.2829 (0.3050) loss_cl: -0.2782 (-0.2787) time: 0.7472 data: 0.0002 max mem: 29860 [23:52:09.078498] Epoch: [92] [1780/2904] eta: 0:14:10 lr: 0.002372 loss: 0.1943 (0.2037) loss_rec_all: 0.2205 (0.2294) loss_rec_sfr: 0.2942 (0.3054) loss_cl: -0.2785 (-0.2787) time: 0.7477 data: 0.0002 max mem: 29860 [23:52:24.023170] Epoch: [92] [1800/2904] eta: 0:13:55 lr: 0.002372 loss: 0.1987 (0.2038) loss_rec_all: 0.2249 (0.2295) loss_rec_sfr: 0.2791 (0.3055) loss_cl: -0.2789 (-0.2787) time: 0.7472 data: 0.0002 max mem: 29860 [23:52:38.950738] Epoch: [92] [1820/2904] eta: 0:13:40 lr: 0.002372 loss: 0.1919 (0.2038) loss_rec_all: 0.2180 (0.2296) loss_rec_sfr: 0.2664 (0.3056) loss_cl: -0.2790 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [23:52:53.891720] Epoch: [92] [1840/2904] eta: 0:13:25 lr: 0.002372 loss: 0.1939 (0.2039) loss_rec_all: 0.2198 (0.2297) loss_rec_sfr: 0.2965 (0.3060) loss_cl: -0.2790 (-0.2787) time: 0.7470 data: 0.0002 max mem: 29860 [23:53:08.827985] Epoch: [92] [1860/2904] eta: 0:13:09 lr: 0.002372 loss: 0.1911 (0.2039) loss_rec_all: 0.2174 (0.2296) loss_rec_sfr: 0.2922 (0.3059) loss_cl: -0.2791 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [23:53:23.791800] Epoch: [92] [1880/2904] eta: 0:12:54 lr: 0.002372 loss: 0.1925 (0.2038) loss_rec_all: 0.2182 (0.2296) loss_rec_sfr: 0.2851 (0.3059) loss_cl: -0.2792 (-0.2788) time: 0.7482 data: 0.0002 max mem: 29860 [23:53:38.724003] Epoch: [92] [1900/2904] eta: 0:12:39 lr: 0.002372 loss: 0.1891 (0.2038) loss_rec_all: 0.2151 (0.2295) loss_rec_sfr: 0.2526 (0.3055) loss_cl: -0.2782 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [23:53:53.662993] Epoch: [92] [1920/2904] eta: 0:12:24 lr: 0.002372 loss: 0.1934 (0.2038) loss_rec_all: 0.2198 (0.2295) loss_rec_sfr: 0.2800 (0.3055) loss_cl: -0.2785 (-0.2787) time: 0.7469 data: 0.0002 max mem: 29860 [23:54:08.580027] Epoch: [92] [1940/2904] eta: 0:12:08 lr: 0.002372 loss: 0.1902 (0.2037) loss_rec_all: 0.2164 (0.2294) loss_rec_sfr: 0.2761 (0.3053) loss_cl: -0.2795 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [23:54:23.494734] Epoch: [92] [1960/2904] eta: 0:11:53 lr: 0.002372 loss: 0.1917 (0.2036) loss_rec_all: 0.2179 (0.2293) loss_rec_sfr: 0.2702 (0.3050) loss_cl: -0.2793 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [23:54:38.409308] Epoch: [92] [1980/2904] eta: 0:11:38 lr: 0.002372 loss: 0.1909 (0.2035) loss_rec_all: 0.2171 (0.2293) loss_rec_sfr: 0.2721 (0.3047) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [23:54:53.321665] Epoch: [92] [2000/2904] eta: 0:11:23 lr: 0.002372 loss: 0.1935 (0.2035) loss_rec_all: 0.2196 (0.2292) loss_rec_sfr: 0.2622 (0.3045) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [23:55:08.238914] Epoch: [92] [2020/2904] eta: 0:11:08 lr: 0.002372 loss: 0.1904 (0.2034) loss_rec_all: 0.2164 (0.2291) loss_rec_sfr: 0.2537 (0.3042) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [23:55:23.153952] Epoch: [92] [2040/2904] eta: 0:10:52 lr: 0.002372 loss: 0.1921 (0.2034) loss_rec_all: 0.2181 (0.2291) loss_rec_sfr: 0.2722 (0.3040) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [23:55:38.072571] Epoch: [92] [2060/2904] eta: 0:10:37 lr: 0.002372 loss: 0.1920 (0.2033) loss_rec_all: 0.2178 (0.2291) loss_rec_sfr: 0.2905 (0.3039) loss_cl: -0.2795 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [23:55:52.990671] Epoch: [92] [2080/2904] eta: 0:10:22 lr: 0.002372 loss: 0.2030 (0.2034) loss_rec_all: 0.2290 (0.2292) loss_rec_sfr: 0.2789 (0.3042) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [23:56:07.907097] Epoch: [92] [2100/2904] eta: 0:10:07 lr: 0.002372 loss: 0.1955 (0.2034) loss_rec_all: 0.2213 (0.2292) loss_rec_sfr: 0.2970 (0.3043) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [23:56:22.826338] Epoch: [92] [2120/2904] eta: 0:09:52 lr: 0.002372 loss: 0.1954 (0.2035) loss_rec_all: 0.2209 (0.2292) loss_rec_sfr: 0.2751 (0.3044) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [23:56:37.744953] Epoch: [92] [2140/2904] eta: 0:09:36 lr: 0.002372 loss: 0.1901 (0.2034) loss_rec_all: 0.2165 (0.2292) loss_rec_sfr: 0.2652 (0.3043) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [23:56:52.661220] Epoch: [92] [2160/2904] eta: 0:09:21 lr: 0.002372 loss: 0.1944 (0.2035) loss_rec_all: 0.2203 (0.2292) loss_rec_sfr: 0.2691 (0.3043) loss_cl: -0.2794 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [23:57:07.576650] Epoch: [92] [2180/2904] eta: 0:09:06 lr: 0.002372 loss: 0.1940 (0.2034) loss_rec_all: 0.2197 (0.2292) loss_rec_sfr: 0.2895 (0.3042) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [23:57:22.493193] Epoch: [92] [2200/2904] eta: 0:08:51 lr: 0.002372 loss: 0.1885 (0.2033) loss_rec_all: 0.2148 (0.2291) loss_rec_sfr: 0.2708 (0.3040) loss_cl: -0.2794 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [23:57:37.415837] Epoch: [92] [2220/2904] eta: 0:08:36 lr: 0.002372 loss: 0.1904 (0.2033) loss_rec_all: 0.2166 (0.2291) loss_rec_sfr: 0.2935 (0.3041) loss_cl: -0.2790 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [23:57:52.345598] Epoch: [92] [2240/2904] eta: 0:08:21 lr: 0.002372 loss: 0.1909 (0.2033) loss_rec_all: 0.2169 (0.2290) loss_rec_sfr: 0.2879 (0.3039) loss_cl: -0.2782 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [23:58:07.269809] Epoch: [92] [2260/2904] eta: 0:08:06 lr: 0.002372 loss: 0.1956 (0.2033) loss_rec_all: 0.2215 (0.2290) loss_rec_sfr: 0.2950 (0.3039) loss_cl: -0.2784 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [23:58:22.191919] Epoch: [92] [2280/2904] eta: 0:07:50 lr: 0.002372 loss: 0.1949 (0.2033) loss_rec_all: 0.2213 (0.2291) loss_rec_sfr: 0.2828 (0.3040) loss_cl: -0.2788 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [23:58:37.116617] Epoch: [92] [2300/2904] eta: 0:07:35 lr: 0.002372 loss: 0.1961 (0.2034) loss_rec_all: 0.2221 (0.2291) loss_rec_sfr: 0.2912 (0.3042) loss_cl: -0.2796 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [23:58:52.037360] Epoch: [92] [2320/2904] eta: 0:07:20 lr: 0.002372 loss: 0.1882 (0.2033) loss_rec_all: 0.2142 (0.2291) loss_rec_sfr: 0.2875 (0.3041) loss_cl: -0.2792 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [23:59:06.960659] Epoch: [92] [2340/2904] eta: 0:07:05 lr: 0.002372 loss: 0.2014 (0.2034) loss_rec_all: 0.2274 (0.2292) loss_rec_sfr: 0.2806 (0.3043) loss_cl: -0.2787 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [23:59:21.887041] Epoch: [92] [2360/2904] eta: 0:06:50 lr: 0.002372 loss: 0.1918 (0.2034) loss_rec_all: 0.2175 (0.2292) loss_rec_sfr: 0.2935 (0.3044) loss_cl: -0.2782 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [23:59:36.814684] Epoch: [92] [2380/2904] eta: 0:06:35 lr: 0.002372 loss: 0.1909 (0.2034) loss_rec_all: 0.2169 (0.2291) loss_rec_sfr: 0.2791 (0.3044) loss_cl: -0.2791 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [23:59:51.735944] Epoch: [92] [2400/2904] eta: 0:06:20 lr: 0.002372 loss: 0.1941 (0.2034) loss_rec_all: 0.2198 (0.2292) loss_rec_sfr: 0.2911 (0.3045) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [00:00:06.658969] Epoch: [92] [2420/2904] eta: 0:06:05 lr: 0.002371 loss: 0.1916 (0.2034) loss_rec_all: 0.2177 (0.2292) loss_rec_sfr: 0.2876 (0.3045) loss_cl: -0.2791 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [00:00:21.585441] Epoch: [92] [2440/2904] eta: 0:05:49 lr: 0.002371 loss: 0.1906 (0.2035) loss_rec_all: 0.2165 (0.2292) loss_rec_sfr: 0.2843 (0.3047) loss_cl: -0.2792 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [00:00:36.510522] Epoch: [92] [2460/2904] eta: 0:05:34 lr: 0.002371 loss: 0.1996 (0.2036) loss_rec_all: 0.2252 (0.2293) loss_rec_sfr: 0.2752 (0.3048) loss_cl: -0.2786 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [00:00:51.433708] Epoch: [92] [2480/2904] eta: 0:05:19 lr: 0.002371 loss: 0.1895 (0.2035) loss_rec_all: 0.2153 (0.2292) loss_rec_sfr: 0.2478 (0.3045) loss_cl: -0.2782 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [00:01:06.353126] Epoch: [92] [2500/2904] eta: 0:05:04 lr: 0.002371 loss: 0.1953 (0.2035) loss_rec_all: 0.2212 (0.2293) loss_rec_sfr: 0.2968 (0.3048) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [00:01:21.275620] Epoch: [92] [2520/2904] eta: 0:04:49 lr: 0.002371 loss: 0.1953 (0.2036) loss_rec_all: 0.2214 (0.2294) loss_rec_sfr: 0.2598 (0.3049) loss_cl: -0.2787 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [00:01:36.200494] Epoch: [92] [2540/2904] eta: 0:04:34 lr: 0.002371 loss: 0.1951 (0.2037) loss_rec_all: 0.2207 (0.2294) loss_rec_sfr: 0.2764 (0.3050) loss_cl: -0.2794 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [00:01:51.124698] Epoch: [92] [2560/2904] eta: 0:04:19 lr: 0.002371 loss: 0.1909 (0.2036) loss_rec_all: 0.2166 (0.2293) loss_rec_sfr: 0.2674 (0.3047) loss_cl: -0.2786 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [00:02:06.042349] Epoch: [92] [2580/2904] eta: 0:04:04 lr: 0.002371 loss: 0.1960 (0.2036) loss_rec_all: 0.2223 (0.2294) loss_rec_sfr: 0.2517 (0.3047) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [00:02:20.958127] Epoch: [92] [2600/2904] eta: 0:03:49 lr: 0.002371 loss: 0.1929 (0.2037) loss_rec_all: 0.2187 (0.2294) loss_rec_sfr: 0.2743 (0.3049) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [00:02:35.885067] Epoch: [92] [2620/2904] eta: 0:03:34 lr: 0.002371 loss: 0.1972 (0.2037) loss_rec_all: 0.2228 (0.2295) loss_rec_sfr: 0.2880 (0.3050) loss_cl: -0.2786 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [00:02:50.811336] Epoch: [92] [2640/2904] eta: 0:03:18 lr: 0.002371 loss: 0.1988 (0.2037) loss_rec_all: 0.2243 (0.2295) loss_rec_sfr: 0.2869 (0.3050) loss_cl: -0.2772 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [00:03:05.732320] Epoch: [92] [2660/2904] eta: 0:03:03 lr: 0.002371 loss: 0.1956 (0.2037) loss_rec_all: 0.2211 (0.2295) loss_rec_sfr: 0.2807 (0.3049) loss_cl: -0.2793 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [00:03:20.647567] Epoch: [92] [2680/2904] eta: 0:02:48 lr: 0.002371 loss: 0.1922 (0.2037) loss_rec_all: 0.2179 (0.2295) loss_rec_sfr: 0.2877 (0.3050) loss_cl: -0.2797 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [00:03:35.566460] Epoch: [92] [2700/2904] eta: 0:02:33 lr: 0.002371 loss: 0.1941 (0.2037) loss_rec_all: 0.2201 (0.2295) loss_rec_sfr: 0.2820 (0.3050) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [00:03:50.482880] Epoch: [92] [2720/2904] eta: 0:02:18 lr: 0.002371 loss: 0.1897 (0.2037) loss_rec_all: 0.2159 (0.2294) loss_rec_sfr: 0.2499 (0.3048) loss_cl: -0.2781 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [00:04:05.398404] Epoch: [92] [2740/2904] eta: 0:02:03 lr: 0.002371 loss: 0.1918 (0.2037) loss_rec_all: 0.2182 (0.2294) loss_rec_sfr: 0.2847 (0.3048) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [00:04:20.320034] Epoch: [92] [2760/2904] eta: 0:01:48 lr: 0.002371 loss: 0.1935 (0.2037) loss_rec_all: 0.2195 (0.2294) loss_rec_sfr: 0.2868 (0.3048) loss_cl: -0.2785 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [00:04:35.235442] Epoch: [92] [2780/2904] eta: 0:01:33 lr: 0.002371 loss: 0.1925 (0.2037) loss_rec_all: 0.2187 (0.2295) loss_rec_sfr: 0.2739 (0.3049) loss_cl: -0.2793 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [00:04:50.156613] Epoch: [92] [2800/2904] eta: 0:01:18 lr: 0.002371 loss: 0.1959 (0.2037) loss_rec_all: 0.2223 (0.2295) loss_rec_sfr: 0.2662 (0.3047) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [00:05:05.071299] Epoch: [92] [2820/2904] eta: 0:01:03 lr: 0.002371 loss: 0.1978 (0.2038) loss_rec_all: 0.2234 (0.2295) loss_rec_sfr: 0.2986 (0.3050) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [00:05:20.021362] Epoch: [92] [2840/2904] eta: 0:00:48 lr: 0.002371 loss: 0.1945 (0.2037) loss_rec_all: 0.2203 (0.2295) loss_rec_sfr: 0.2753 (0.3048) loss_cl: -0.2793 (-0.2788) time: 0.7475 data: 0.0023 max mem: 29860 [00:05:34.920140] Epoch: [92] [2860/2904] eta: 0:00:33 lr: 0.002371 loss: 0.1919 (0.2037) loss_rec_all: 0.2175 (0.2294) loss_rec_sfr: 0.2514 (0.3047) loss_cl: -0.2778 (-0.2787) time: 0.7449 data: 0.0001 max mem: 29860 [00:05:49.822326] Epoch: [92] [2880/2904] eta: 0:00:18 lr: 0.002371 loss: 0.1905 (0.2038) loss_rec_all: 0.2163 (0.2295) loss_rec_sfr: 0.2929 (0.3049) loss_cl: -0.2793 (-0.2787) time: 0.7451 data: 0.0001 max mem: 29860 [00:06:04.735142] Epoch: [92] [2900/2904] eta: 0:00:03 lr: 0.002371 loss: 0.1968 (0.2038) loss_rec_all: 0.2229 (0.2296) loss_rec_sfr: 0.2859 (0.3051) loss_cl: -0.2789 (-0.2787) time: 0.7456 data: 0.0001 max mem: 29860 [00:06:06.980187] Epoch: [92] [2903/2904] eta: 0:00:00 lr: 0.002371 loss: 0.1953 (0.2038) loss_rec_all: 0.2210 (0.2296) loss_rec_sfr: 0.2830 (0.3051) loss_cl: -0.2789 (-0.2787) time: 0.7457 data: 0.0001 max mem: 29860 [00:06:09.075659] Epoch: [92] Total time: 0:36:28 (0.7536 s / it) [00:06:09.081730] Averaged stats: lr: 0.002371 loss: 0.1953 (0.2057) loss_rec_all: 0.2210 (0.2291) loss_rec_sfr: 0.2830 (0.3037) loss_cl: -0.2789 (-0.2555) [00:06:09.086537] log_dir: ./checkpoint/VF2_ViT-B [00:06:27.811036] Epoch: [93] [ 0/2904] eta: 15:06:13 lr: 0.002371 loss: 0.2033 (0.2033) loss_rec_all: 0.2292 (0.2292) loss_rec_sfr: 0.2724 (0.2724) loss_cl: -0.2781 (-0.2781) time: 18.7235 data: 13.4756 max mem: 29860 [00:06:42.918139] Epoch: [93] [ 20/2904] eta: 1:17:25 lr: 0.002371 loss: 0.1930 (0.2012) loss_rec_all: 0.2188 (0.2269) loss_rec_sfr: 0.2830 (0.3048) loss_cl: -0.2777 (-0.2779) time: 0.7553 data: 0.0002 max mem: 29860 [00:06:57.799830] Epoch: [93] [ 40/2904] eta: 0:56:42 lr: 0.002371 loss: 0.1904 (0.1999) loss_rec_all: 0.2162 (0.2257) loss_rec_sfr: 0.2595 (0.2957) loss_cl: -0.2792 (-0.2786) time: 0.7440 data: 0.0001 max mem: 29860 [00:07:12.682956] Epoch: [93] [ 60/2904] eta: 0:49:24 lr: 0.002371 loss: 0.1893 (0.2009) loss_rec_all: 0.2155 (0.2267) loss_rec_sfr: 0.2701 (0.2969) loss_cl: -0.2794 (-0.2789) time: 0.7441 data: 0.0002 max mem: 29860 [00:07:27.580174] Epoch: [93] [ 80/2904] eta: 0:45:36 lr: 0.002371 loss: 0.1915 (0.2005) loss_rec_all: 0.2176 (0.2263) loss_rec_sfr: 0.2676 (0.2953) loss_cl: -0.2781 (-0.2787) time: 0.7448 data: 0.0002 max mem: 29860 [00:07:42.493310] Epoch: [93] [ 100/2904] eta: 0:43:13 lr: 0.002371 loss: 0.1931 (0.2003) loss_rec_all: 0.2188 (0.2261) loss_rec_sfr: 0.2873 (0.2964) loss_cl: -0.2784 (-0.2786) time: 0.7456 data: 0.0002 max mem: 29860 [00:07:57.411352] Epoch: [93] [ 120/2904] eta: 0:41:32 lr: 0.002371 loss: 0.1939 (0.2002) loss_rec_all: 0.2198 (0.2260) loss_rec_sfr: 0.2822 (0.2968) loss_cl: -0.2793 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [00:08:12.331424] Epoch: [93] [ 140/2904] eta: 0:40:15 lr: 0.002371 loss: 0.1966 (0.2019) loss_rec_all: 0.2226 (0.2276) loss_rec_sfr: 0.2988 (0.3031) loss_cl: -0.2792 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [00:08:27.248197] Epoch: [93] [ 160/2904] eta: 0:39:14 lr: 0.002371 loss: 0.1900 (0.2010) loss_rec_all: 0.2160 (0.2268) loss_rec_sfr: 0.2971 (0.3018) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [00:08:42.170103] Epoch: [93] [ 180/2904] eta: 0:38:23 lr: 0.002371 loss: 0.1973 (0.2024) loss_rec_all: 0.2234 (0.2282) loss_rec_sfr: 0.2863 (0.3056) loss_cl: -0.2797 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [00:08:57.095701] Epoch: [93] [ 200/2904] eta: 0:37:40 lr: 0.002371 loss: 0.1955 (0.2025) loss_rec_all: 0.2214 (0.2282) loss_rec_sfr: 0.2782 (0.3051) loss_cl: -0.2789 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [00:09:12.017350] Epoch: [93] [ 220/2904] eta: 0:37:01 lr: 0.002371 loss: 0.1936 (0.2026) loss_rec_all: 0.2198 (0.2284) loss_rec_sfr: 0.2875 (0.3053) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [00:09:26.960594] Epoch: [93] [ 240/2904] eta: 0:36:27 lr: 0.002371 loss: 0.1929 (0.2026) loss_rec_all: 0.2187 (0.2283) loss_rec_sfr: 0.2855 (0.3046) loss_cl: -0.2780 (-0.2787) time: 0.7471 data: 0.0002 max mem: 29860 [00:09:41.885668] Epoch: [93] [ 260/2904] eta: 0:35:55 lr: 0.002371 loss: 0.1930 (0.2030) loss_rec_all: 0.2191 (0.2287) loss_rec_sfr: 0.2533 (0.3048) loss_cl: -0.2788 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [00:09:56.802010] Epoch: [93] [ 280/2904] eta: 0:35:26 lr: 0.002371 loss: 0.1903 (0.2026) loss_rec_all: 0.2161 (0.2283) loss_rec_sfr: 0.2778 (0.3033) loss_cl: -0.2796 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [00:10:11.738513] Epoch: [93] [ 300/2904] eta: 0:34:59 lr: 0.002371 loss: 0.1973 (0.2033) loss_rec_all: 0.2235 (0.2290) loss_rec_sfr: 0.2965 (0.3057) loss_cl: -0.2795 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [00:10:26.655015] Epoch: [93] [ 320/2904] eta: 0:34:33 lr: 0.002371 loss: 0.1876 (0.2029) loss_rec_all: 0.2139 (0.2286) loss_rec_sfr: 0.2909 (0.3053) loss_cl: -0.2779 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [00:10:41.574676] Epoch: [93] [ 340/2904] eta: 0:34:08 lr: 0.002371 loss: 0.1936 (0.2029) loss_rec_all: 0.2193 (0.2286) loss_rec_sfr: 0.2778 (0.3050) loss_cl: -0.2783 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [00:10:56.494020] Epoch: [93] [ 360/2904] eta: 0:33:45 lr: 0.002371 loss: 0.1890 (0.2026) loss_rec_all: 0.2147 (0.2283) loss_rec_sfr: 0.2828 (0.3044) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [00:11:11.412651] Epoch: [93] [ 380/2904] eta: 0:33:22 lr: 0.002371 loss: 0.1918 (0.2026) loss_rec_all: 0.2176 (0.2283) loss_rec_sfr: 0.2978 (0.3051) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [00:11:26.329013] Epoch: [93] [ 400/2904] eta: 0:33:00 lr: 0.002371 loss: 0.1938 (0.2030) loss_rec_all: 0.2199 (0.2288) loss_rec_sfr: 0.2878 (0.3065) loss_cl: -0.2800 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [00:11:41.240561] Epoch: [93] [ 420/2904] eta: 0:32:39 lr: 0.002371 loss: 0.1906 (0.2030) loss_rec_all: 0.2165 (0.2288) loss_rec_sfr: 0.2837 (0.3064) loss_cl: -0.2785 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [00:11:56.160314] Epoch: [93] [ 440/2904] eta: 0:32:19 lr: 0.002371 loss: 0.2015 (0.2035) loss_rec_all: 0.2274 (0.2292) loss_rec_sfr: 0.2956 (0.3083) loss_cl: -0.2780 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [00:12:11.076161] Epoch: [93] [ 460/2904] eta: 0:31:58 lr: 0.002371 loss: 0.1929 (0.2035) loss_rec_all: 0.2185 (0.2292) loss_rec_sfr: 0.2843 (0.3078) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [00:12:25.990636] Epoch: [93] [ 480/2904] eta: 0:31:39 lr: 0.002371 loss: 0.1893 (0.2030) loss_rec_all: 0.2152 (0.2287) loss_rec_sfr: 0.2652 (0.3062) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [00:12:40.907005] Epoch: [93] [ 500/2904] eta: 0:31:20 lr: 0.002371 loss: 0.1948 (0.2030) loss_rec_all: 0.2205 (0.2287) loss_rec_sfr: 0.2914 (0.3063) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [00:12:55.828109] Epoch: [93] [ 520/2904] eta: 0:31:01 lr: 0.002371 loss: 0.1901 (0.2027) loss_rec_all: 0.2166 (0.2285) loss_rec_sfr: 0.2809 (0.3053) loss_cl: -0.2793 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [00:13:10.748484] Epoch: [93] [ 540/2904] eta: 0:30:42 lr: 0.002371 loss: 0.1895 (0.2024) loss_rec_all: 0.2154 (0.2281) loss_rec_sfr: 0.2686 (0.3043) loss_cl: -0.2799 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [00:13:25.673444] Epoch: [93] [ 560/2904] eta: 0:30:24 lr: 0.002371 loss: 0.1934 (0.2022) loss_rec_all: 0.2192 (0.2279) loss_rec_sfr: 0.2785 (0.3034) loss_cl: -0.2792 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [00:13:40.596353] Epoch: [93] [ 580/2904] eta: 0:30:05 lr: 0.002371 loss: 0.1910 (0.2020) loss_rec_all: 0.2170 (0.2278) loss_rec_sfr: 0.2483 (0.3023) loss_cl: -0.2792 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [00:13:55.508492] Epoch: [93] [ 600/2904] eta: 0:29:47 lr: 0.002371 loss: 0.1964 (0.2021) loss_rec_all: 0.2221 (0.2279) loss_rec_sfr: 0.2927 (0.3026) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [00:14:10.427518] Epoch: [93] [ 620/2904] eta: 0:29:30 lr: 0.002371 loss: 0.1910 (0.2019) loss_rec_all: 0.2171 (0.2276) loss_rec_sfr: 0.2789 (0.3020) loss_cl: -0.2801 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [00:14:25.347355] Epoch: [93] [ 640/2904] eta: 0:29:12 lr: 0.002371 loss: 0.1918 (0.2018) loss_rec_all: 0.2180 (0.2276) loss_rec_sfr: 0.2680 (0.3017) loss_cl: -0.2777 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [00:14:40.262509] Epoch: [93] [ 660/2904] eta: 0:28:55 lr: 0.002371 loss: 0.1936 (0.2017) loss_rec_all: 0.2196 (0.2275) loss_rec_sfr: 0.2899 (0.3016) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [00:14:55.176336] Epoch: [93] [ 680/2904] eta: 0:28:38 lr: 0.002371 loss: 0.1933 (0.2017) loss_rec_all: 0.2195 (0.2275) loss_rec_sfr: 0.2747 (0.3015) loss_cl: -0.2793 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [00:15:10.091110] Epoch: [93] [ 700/2904] eta: 0:28:20 lr: 0.002371 loss: 0.1931 (0.2019) loss_rec_all: 0.2192 (0.2277) loss_rec_sfr: 0.2854 (0.3021) loss_cl: -0.2796 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [00:15:25.007274] Epoch: [93] [ 720/2904] eta: 0:28:03 lr: 0.002371 loss: 0.1895 (0.2017) loss_rec_all: 0.2159 (0.2275) loss_rec_sfr: 0.2437 (0.3013) loss_cl: -0.2796 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [00:15:39.921093] Epoch: [93] [ 740/2904] eta: 0:27:46 lr: 0.002371 loss: 0.1922 (0.2018) loss_rec_all: 0.2180 (0.2275) loss_rec_sfr: 0.2898 (0.3014) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [00:15:54.840961] Epoch: [93] [ 760/2904] eta: 0:27:30 lr: 0.002371 loss: 0.1943 (0.2020) loss_rec_all: 0.2202 (0.2277) loss_rec_sfr: 0.3012 (0.3023) loss_cl: -0.2780 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [00:16:09.762900] Epoch: [93] [ 780/2904] eta: 0:27:13 lr: 0.002371 loss: 0.1927 (0.2018) loss_rec_all: 0.2190 (0.2276) loss_rec_sfr: 0.2732 (0.3018) loss_cl: -0.2803 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [00:16:24.688312] Epoch: [93] [ 800/2904] eta: 0:26:56 lr: 0.002371 loss: 0.1952 (0.2020) loss_rec_all: 0.2213 (0.2278) loss_rec_sfr: 0.2805 (0.3022) loss_cl: -0.2801 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [00:16:39.609601] Epoch: [93] [ 820/2904] eta: 0:26:40 lr: 0.002371 loss: 0.1914 (0.2021) loss_rec_all: 0.2175 (0.2279) loss_rec_sfr: 0.2909 (0.3026) loss_cl: -0.2790 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [00:16:54.529249] Epoch: [93] [ 840/2904] eta: 0:26:23 lr: 0.002371 loss: 0.1915 (0.2021) loss_rec_all: 0.2175 (0.2278) loss_rec_sfr: 0.2810 (0.3022) loss_cl: -0.2785 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [00:17:09.454538] Epoch: [93] [ 860/2904] eta: 0:26:07 lr: 0.002371 loss: 0.1863 (0.2019) loss_rec_all: 0.2127 (0.2277) loss_rec_sfr: 0.2771 (0.3018) loss_cl: -0.2782 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [00:17:24.379594] Epoch: [93] [ 880/2904] eta: 0:25:51 lr: 0.002371 loss: 0.1954 (0.2020) loss_rec_all: 0.2217 (0.2278) loss_rec_sfr: 0.2722 (0.3021) loss_cl: -0.2790 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [00:17:39.296943] Epoch: [93] [ 900/2904] eta: 0:25:35 lr: 0.002371 loss: 0.1925 (0.2021) loss_rec_all: 0.2182 (0.2278) loss_rec_sfr: 0.2969 (0.3025) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [00:17:54.211195] Epoch: [93] [ 920/2904] eta: 0:25:18 lr: 0.002371 loss: 0.1928 (0.2020) loss_rec_all: 0.2186 (0.2278) loss_rec_sfr: 0.2834 (0.3025) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [00:18:09.124871] Epoch: [93] [ 940/2904] eta: 0:25:02 lr: 0.002371 loss: 0.1917 (0.2019) loss_rec_all: 0.2175 (0.2277) loss_rec_sfr: 0.2858 (0.3022) loss_cl: -0.2780 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [00:18:24.039949] Epoch: [93] [ 960/2904] eta: 0:24:46 lr: 0.002371 loss: 0.1935 (0.2019) loss_rec_all: 0.2196 (0.2277) loss_rec_sfr: 0.2748 (0.3021) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [00:18:38.964196] Epoch: [93] [ 980/2904] eta: 0:24:30 lr: 0.002371 loss: 0.1936 (0.2019) loss_rec_all: 0.2195 (0.2277) loss_rec_sfr: 0.2792 (0.3022) loss_cl: -0.2792 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [00:18:53.888543] Epoch: [93] [1000/2904] eta: 0:24:14 lr: 0.002371 loss: 0.1929 (0.2019) loss_rec_all: 0.2189 (0.2277) loss_rec_sfr: 0.2599 (0.3021) loss_cl: -0.2781 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [00:19:08.814184] Epoch: [93] [1020/2904] eta: 0:23:58 lr: 0.002371 loss: 0.1932 (0.2020) loss_rec_all: 0.2195 (0.2277) loss_rec_sfr: 0.2772 (0.3021) loss_cl: -0.2784 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [00:19:23.729862] Epoch: [93] [1040/2904] eta: 0:23:42 lr: 0.002371 loss: 0.1943 (0.2019) loss_rec_all: 0.2207 (0.2277) loss_rec_sfr: 0.2755 (0.3020) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [00:19:38.641666] Epoch: [93] [1060/2904] eta: 0:23:26 lr: 0.002371 loss: 0.1935 (0.2019) loss_rec_all: 0.2198 (0.2277) loss_rec_sfr: 0.2979 (0.3021) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [00:19:53.556389] Epoch: [93] [1080/2904] eta: 0:23:11 lr: 0.002371 loss: 0.1946 (0.2020) loss_rec_all: 0.2205 (0.2278) loss_rec_sfr: 0.2857 (0.3024) loss_cl: -0.2794 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [00:20:08.476175] Epoch: [93] [1100/2904] eta: 0:22:55 lr: 0.002371 loss: 0.1896 (0.2019) loss_rec_all: 0.2153 (0.2277) loss_rec_sfr: 0.2754 (0.3021) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [00:20:23.408759] Epoch: [93] [1120/2904] eta: 0:22:39 lr: 0.002371 loss: 0.1896 (0.2019) loss_rec_all: 0.2159 (0.2277) loss_rec_sfr: 0.2717 (0.3020) loss_cl: -0.2783 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [00:20:38.333709] Epoch: [93] [1140/2904] eta: 0:22:23 lr: 0.002371 loss: 0.1917 (0.2020) loss_rec_all: 0.2174 (0.2277) loss_rec_sfr: 0.2886 (0.3022) loss_cl: -0.2788 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [00:20:53.257687] Epoch: [93] [1160/2904] eta: 0:22:08 lr: 0.002371 loss: 0.1926 (0.2020) loss_rec_all: 0.2186 (0.2277) loss_rec_sfr: 0.2929 (0.3023) loss_cl: -0.2791 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [00:21:08.179995] Epoch: [93] [1180/2904] eta: 0:21:52 lr: 0.002371 loss: 0.1938 (0.2020) loss_rec_all: 0.2201 (0.2278) loss_rec_sfr: 0.2806 (0.3025) loss_cl: -0.2786 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [00:21:23.099937] Epoch: [93] [1200/2904] eta: 0:21:36 lr: 0.002371 loss: 0.1877 (0.2021) loss_rec_all: 0.2132 (0.2278) loss_rec_sfr: 0.2906 (0.3028) loss_cl: -0.2781 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [00:21:38.017840] Epoch: [93] [1220/2904] eta: 0:21:21 lr: 0.002371 loss: 0.1958 (0.2021) loss_rec_all: 0.2215 (0.2279) loss_rec_sfr: 0.2890 (0.3029) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [00:21:52.934080] Epoch: [93] [1240/2904] eta: 0:21:05 lr: 0.002371 loss: 0.1883 (0.2023) loss_rec_all: 0.2142 (0.2280) loss_rec_sfr: 0.2592 (0.3032) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [00:22:07.853526] Epoch: [93] [1260/2904] eta: 0:20:49 lr: 0.002371 loss: 0.1927 (0.2024) loss_rec_all: 0.2184 (0.2281) loss_rec_sfr: 0.3002 (0.3037) loss_cl: -0.2795 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [00:22:22.776688] Epoch: [93] [1280/2904] eta: 0:20:34 lr: 0.002371 loss: 0.1920 (0.2024) loss_rec_all: 0.2180 (0.2282) loss_rec_sfr: 0.2715 (0.3037) loss_cl: -0.2783 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [00:22:37.697226] Epoch: [93] [1300/2904] eta: 0:20:18 lr: 0.002371 loss: 0.1951 (0.2025) loss_rec_all: 0.2209 (0.2282) loss_rec_sfr: 0.2702 (0.3039) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [00:22:52.620561] Epoch: [93] [1320/2904] eta: 0:20:03 lr: 0.002371 loss: 0.1932 (0.2025) loss_rec_all: 0.2186 (0.2283) loss_rec_sfr: 0.2958 (0.3041) loss_cl: -0.2790 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [00:23:07.540879] Epoch: [93] [1340/2904] eta: 0:19:47 lr: 0.002371 loss: 0.1928 (0.2025) loss_rec_all: 0.2188 (0.2283) loss_rec_sfr: 0.2773 (0.3041) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [00:23:22.455760] Epoch: [93] [1360/2904] eta: 0:19:32 lr: 0.002371 loss: 0.1969 (0.2026) loss_rec_all: 0.2226 (0.2284) loss_rec_sfr: 0.2827 (0.3043) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [00:23:37.372197] Epoch: [93] [1380/2904] eta: 0:19:16 lr: 0.002371 loss: 0.1927 (0.2025) loss_rec_all: 0.2185 (0.2283) loss_rec_sfr: 0.2623 (0.3039) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [00:23:52.286961] Epoch: [93] [1400/2904] eta: 0:19:01 lr: 0.002371 loss: 0.1900 (0.2024) loss_rec_all: 0.2160 (0.2282) loss_rec_sfr: 0.2863 (0.3037) loss_cl: -0.2783 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [00:24:07.208742] Epoch: [93] [1420/2904] eta: 0:18:45 lr: 0.002371 loss: 0.1920 (0.2025) loss_rec_all: 0.2181 (0.2282) loss_rec_sfr: 0.2826 (0.3038) loss_cl: -0.2789 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [00:24:22.131463] Epoch: [93] [1440/2904] eta: 0:18:30 lr: 0.002371 loss: 0.1917 (0.2025) loss_rec_all: 0.2179 (0.2282) loss_rec_sfr: 0.2746 (0.3037) loss_cl: -0.2796 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [00:24:37.054676] Epoch: [93] [1460/2904] eta: 0:18:15 lr: 0.002371 loss: 0.1920 (0.2025) loss_rec_all: 0.2179 (0.2283) loss_rec_sfr: 0.2787 (0.3038) loss_cl: -0.2799 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [00:24:51.976074] Epoch: [93] [1480/2904] eta: 0:17:59 lr: 0.002371 loss: 0.1925 (0.2026) loss_rec_all: 0.2187 (0.2283) loss_rec_sfr: 0.2546 (0.3039) loss_cl: -0.2782 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [00:25:06.902960] Epoch: [93] [1500/2904] eta: 0:17:44 lr: 0.002371 loss: 0.1956 (0.2026) loss_rec_all: 0.2213 (0.2284) loss_rec_sfr: 0.2965 (0.3042) loss_cl: -0.2777 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [00:25:21.819543] Epoch: [93] [1520/2904] eta: 0:17:28 lr: 0.002371 loss: 0.1936 (0.2027) loss_rec_all: 0.2194 (0.2284) loss_rec_sfr: 0.2560 (0.3042) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [00:25:36.739330] Epoch: [93] [1540/2904] eta: 0:17:13 lr: 0.002371 loss: 0.1920 (0.2026) loss_rec_all: 0.2184 (0.2283) loss_rec_sfr: 0.2905 (0.3041) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [00:25:51.657736] Epoch: [93] [1560/2904] eta: 0:16:58 lr: 0.002371 loss: 0.1944 (0.2026) loss_rec_all: 0.2208 (0.2283) loss_rec_sfr: 0.2781 (0.3040) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [00:26:06.574664] Epoch: [93] [1580/2904] eta: 0:16:42 lr: 0.002371 loss: 0.1913 (0.2025) loss_rec_all: 0.2172 (0.2282) loss_rec_sfr: 0.2803 (0.3037) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [00:26:21.492233] Epoch: [93] [1600/2904] eta: 0:16:27 lr: 0.002371 loss: 0.1962 (0.2026) loss_rec_all: 0.2218 (0.2284) loss_rec_sfr: 0.2980 (0.3041) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [00:26:36.410198] Epoch: [93] [1620/2904] eta: 0:16:12 lr: 0.002371 loss: 0.1957 (0.2028) loss_rec_all: 0.2215 (0.2285) loss_rec_sfr: 0.3001 (0.3046) loss_cl: -0.2784 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [00:26:51.332128] Epoch: [93] [1640/2904] eta: 0:15:56 lr: 0.002371 loss: 0.1928 (0.2028) loss_rec_all: 0.2185 (0.2286) loss_rec_sfr: 0.2962 (0.3049) loss_cl: -0.2784 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [00:27:06.253190] Epoch: [93] [1660/2904] eta: 0:15:41 lr: 0.002371 loss: 0.1902 (0.2028) loss_rec_all: 0.2163 (0.2285) loss_rec_sfr: 0.2898 (0.3049) loss_cl: -0.2784 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [00:27:21.171538] Epoch: [93] [1680/2904] eta: 0:15:26 lr: 0.002371 loss: 0.1933 (0.2028) loss_rec_all: 0.2191 (0.2286) loss_rec_sfr: 0.2776 (0.3050) loss_cl: -0.2781 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [00:27:36.093617] Epoch: [93] [1700/2904] eta: 0:15:10 lr: 0.002371 loss: 0.1891 (0.2028) loss_rec_all: 0.2152 (0.2285) loss_rec_sfr: 0.2566 (0.3048) loss_cl: -0.2795 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [00:27:51.013286] Epoch: [93] [1720/2904] eta: 0:14:55 lr: 0.002371 loss: 0.1884 (0.2027) loss_rec_all: 0.2144 (0.2285) loss_rec_sfr: 0.2872 (0.3047) loss_cl: -0.2804 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [00:28:05.929286] Epoch: [93] [1740/2904] eta: 0:14:40 lr: 0.002371 loss: 0.1896 (0.2027) loss_rec_all: 0.2158 (0.2284) loss_rec_sfr: 0.2784 (0.3046) loss_cl: -0.2783 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [00:28:20.844658] Epoch: [93] [1760/2904] eta: 0:14:25 lr: 0.002371 loss: 0.1903 (0.2027) loss_rec_all: 0.2165 (0.2284) loss_rec_sfr: 0.2465 (0.3045) loss_cl: -0.2784 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [00:28:35.764189] Epoch: [93] [1780/2904] eta: 0:14:09 lr: 0.002371 loss: 0.1922 (0.2027) loss_rec_all: 0.2178 (0.2284) loss_rec_sfr: 0.2798 (0.3043) loss_cl: -0.2783 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [00:28:50.678245] Epoch: [93] [1800/2904] eta: 0:13:54 lr: 0.002371 loss: 0.1918 (0.2028) loss_rec_all: 0.2177 (0.2285) loss_rec_sfr: 0.2961 (0.3047) loss_cl: -0.2789 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [00:29:05.598629] Epoch: [93] [1820/2904] eta: 0:13:39 lr: 0.002371 loss: 0.1907 (0.2028) loss_rec_all: 0.2167 (0.2285) loss_rec_sfr: 0.2859 (0.3048) loss_cl: -0.2789 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [00:29:20.518090] Epoch: [93] [1840/2904] eta: 0:13:24 lr: 0.002371 loss: 0.1893 (0.2027) loss_rec_all: 0.2156 (0.2284) loss_rec_sfr: 0.2923 (0.3045) loss_cl: -0.2792 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [00:29:35.438377] Epoch: [93] [1860/2904] eta: 0:13:08 lr: 0.002371 loss: 0.1954 (0.2028) loss_rec_all: 0.2213 (0.2285) loss_rec_sfr: 0.2852 (0.3049) loss_cl: -0.2789 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [00:29:50.354368] Epoch: [93] [1880/2904] eta: 0:12:53 lr: 0.002371 loss: 0.1925 (0.2028) loss_rec_all: 0.2183 (0.2285) loss_rec_sfr: 0.2813 (0.3048) loss_cl: -0.2779 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [00:30:05.271916] Epoch: [93] [1900/2904] eta: 0:12:38 lr: 0.002371 loss: 0.1933 (0.2028) loss_rec_all: 0.2194 (0.2285) loss_rec_sfr: 0.2959 (0.3049) loss_cl: -0.2785 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [00:30:20.193353] Epoch: [93] [1920/2904] eta: 0:12:23 lr: 0.002371 loss: 0.1937 (0.2028) loss_rec_all: 0.2195 (0.2285) loss_rec_sfr: 0.2789 (0.3049) loss_cl: -0.2795 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [00:30:35.122916] Epoch: [93] [1940/2904] eta: 0:12:08 lr: 0.002371 loss: 0.1914 (0.2027) loss_rec_all: 0.2178 (0.2284) loss_rec_sfr: 0.2779 (0.3045) loss_cl: -0.2801 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [00:30:50.047974] Epoch: [93] [1960/2904] eta: 0:11:52 lr: 0.002371 loss: 0.1895 (0.2026) loss_rec_all: 0.2158 (0.2283) loss_rec_sfr: 0.2709 (0.3041) loss_cl: -0.2789 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [00:31:04.976845] Epoch: [93] [1980/2904] eta: 0:11:37 lr: 0.002371 loss: 0.1913 (0.2025) loss_rec_all: 0.2172 (0.2283) loss_rec_sfr: 0.2717 (0.3039) loss_cl: -0.2780 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [00:31:19.906549] Epoch: [93] [2000/2904] eta: 0:11:22 lr: 0.002371 loss: 0.1950 (0.2026) loss_rec_all: 0.2209 (0.2284) loss_rec_sfr: 0.2999 (0.3043) loss_cl: -0.2778 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [00:31:34.832121] Epoch: [93] [2020/2904] eta: 0:11:07 lr: 0.002371 loss: 0.1934 (0.2026) loss_rec_all: 0.2196 (0.2284) loss_rec_sfr: 0.2883 (0.3042) loss_cl: -0.2788 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [00:31:49.757415] Epoch: [93] [2040/2904] eta: 0:10:52 lr: 0.002371 loss: 0.1920 (0.2027) loss_rec_all: 0.2180 (0.2284) loss_rec_sfr: 0.2887 (0.3043) loss_cl: -0.2791 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [00:32:04.684346] Epoch: [93] [2060/2904] eta: 0:10:36 lr: 0.002371 loss: 0.1902 (0.2026) loss_rec_all: 0.2163 (0.2284) loss_rec_sfr: 0.2833 (0.3042) loss_cl: -0.2790 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [00:32:19.608717] Epoch: [93] [2080/2904] eta: 0:10:21 lr: 0.002371 loss: 0.1930 (0.2026) loss_rec_all: 0.2192 (0.2283) loss_rec_sfr: 0.2714 (0.3040) loss_cl: -0.2793 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [00:32:34.527297] Epoch: [93] [2100/2904] eta: 0:10:06 lr: 0.002371 loss: 0.1922 (0.2027) loss_rec_all: 0.2184 (0.2284) loss_rec_sfr: 0.2708 (0.3042) loss_cl: -0.2786 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [00:32:49.448344] Epoch: [93] [2120/2904] eta: 0:09:51 lr: 0.002371 loss: 0.1989 (0.2028) loss_rec_all: 0.2251 (0.2285) loss_rec_sfr: 0.2897 (0.3045) loss_cl: -0.2791 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [00:33:04.366038] Epoch: [93] [2140/2904] eta: 0:09:36 lr: 0.002371 loss: 0.1965 (0.2028) loss_rec_all: 0.2223 (0.2286) loss_rec_sfr: 0.2801 (0.3046) loss_cl: -0.2793 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [00:33:19.284184] Epoch: [93] [2160/2904] eta: 0:09:21 lr: 0.002371 loss: 0.1901 (0.2028) loss_rec_all: 0.2160 (0.2285) loss_rec_sfr: 0.3030 (0.3046) loss_cl: -0.2785 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [00:33:34.205738] Epoch: [93] [2180/2904] eta: 0:09:06 lr: 0.002371 loss: 0.1925 (0.2028) loss_rec_all: 0.2188 (0.2285) loss_rec_sfr: 0.2665 (0.3044) loss_cl: -0.2789 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [00:33:49.127110] Epoch: [93] [2200/2904] eta: 0:08:50 lr: 0.002370 loss: 0.1913 (0.2028) loss_rec_all: 0.2171 (0.2285) loss_rec_sfr: 0.2918 (0.3044) loss_cl: -0.2792 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [00:34:04.051980] Epoch: [93] [2220/2904] eta: 0:08:35 lr: 0.002370 loss: 0.1953 (0.2027) loss_rec_all: 0.2214 (0.2285) loss_rec_sfr: 0.2734 (0.3041) loss_cl: -0.2788 (-0.2787) time: 0.7462 data: 0.0003 max mem: 29860 [00:34:18.976058] Epoch: [93] [2240/2904] eta: 0:08:20 lr: 0.002370 loss: 0.1898 (0.2028) loss_rec_all: 0.2155 (0.2285) loss_rec_sfr: 0.2720 (0.3043) loss_cl: -0.2784 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [00:34:33.904554] Epoch: [93] [2260/2904] eta: 0:08:05 lr: 0.002370 loss: 0.1951 (0.2027) loss_rec_all: 0.2209 (0.2285) loss_rec_sfr: 0.2866 (0.3043) loss_cl: -0.2797 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [00:34:48.822345] Epoch: [93] [2280/2904] eta: 0:07:50 lr: 0.002370 loss: 0.1936 (0.2027) loss_rec_all: 0.2200 (0.2285) loss_rec_sfr: 0.2762 (0.3042) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [00:35:03.735559] Epoch: [93] [2300/2904] eta: 0:07:35 lr: 0.002370 loss: 0.1894 (0.2027) loss_rec_all: 0.2153 (0.2284) loss_rec_sfr: 0.2781 (0.3040) loss_cl: -0.2799 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [00:35:18.655316] Epoch: [93] [2320/2904] eta: 0:07:20 lr: 0.002370 loss: 0.1922 (0.2027) loss_rec_all: 0.2184 (0.2284) loss_rec_sfr: 0.2559 (0.3039) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [00:35:33.578785] Epoch: [93] [2340/2904] eta: 0:07:05 lr: 0.002370 loss: 0.1938 (0.2027) loss_rec_all: 0.2199 (0.2284) loss_rec_sfr: 0.2772 (0.3038) loss_cl: -0.2788 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [00:35:48.501351] Epoch: [93] [2360/2904] eta: 0:06:49 lr: 0.002370 loss: 0.1966 (0.2027) loss_rec_all: 0.2228 (0.2284) loss_rec_sfr: 0.2874 (0.3039) loss_cl: -0.2793 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [00:36:03.415966] Epoch: [93] [2380/2904] eta: 0:06:34 lr: 0.002370 loss: 0.1973 (0.2027) loss_rec_all: 0.2231 (0.2285) loss_rec_sfr: 0.3011 (0.3041) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [00:36:18.334627] Epoch: [93] [2400/2904] eta: 0:06:19 lr: 0.002370 loss: 0.1888 (0.2027) loss_rec_all: 0.2151 (0.2284) loss_rec_sfr: 0.2774 (0.3040) loss_cl: -0.2794 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [00:36:33.255600] Epoch: [93] [2420/2904] eta: 0:06:04 lr: 0.002370 loss: 0.1946 (0.2027) loss_rec_all: 0.2210 (0.2284) loss_rec_sfr: 0.2901 (0.3040) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [00:36:48.176841] Epoch: [93] [2440/2904] eta: 0:05:49 lr: 0.002370 loss: 0.1917 (0.2027) loss_rec_all: 0.2178 (0.2284) loss_rec_sfr: 0.2710 (0.3039) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [00:37:03.098207] Epoch: [93] [2460/2904] eta: 0:05:34 lr: 0.002370 loss: 0.1959 (0.2027) loss_rec_all: 0.2218 (0.2284) loss_rec_sfr: 0.2964 (0.3040) loss_cl: -0.2784 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [00:37:18.018151] Epoch: [93] [2480/2904] eta: 0:05:19 lr: 0.002370 loss: 0.1954 (0.2027) loss_rec_all: 0.2214 (0.2285) loss_rec_sfr: 0.2979 (0.3041) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [00:37:32.934654] Epoch: [93] [2500/2904] eta: 0:05:04 lr: 0.002370 loss: 0.1938 (0.2027) loss_rec_all: 0.2197 (0.2285) loss_rec_sfr: 0.2964 (0.3042) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [00:37:47.853031] Epoch: [93] [2520/2904] eta: 0:04:49 lr: 0.002370 loss: 0.1895 (0.2027) loss_rec_all: 0.2158 (0.2285) loss_rec_sfr: 0.2855 (0.3041) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [00:38:02.773998] Epoch: [93] [2540/2904] eta: 0:04:34 lr: 0.002370 loss: 0.1978 (0.2027) loss_rec_all: 0.2239 (0.2285) loss_rec_sfr: 0.2812 (0.3041) loss_cl: -0.2791 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [00:38:17.690048] Epoch: [93] [2560/2904] eta: 0:04:19 lr: 0.002370 loss: 0.1944 (0.2028) loss_rec_all: 0.2206 (0.2285) loss_rec_sfr: 0.2656 (0.3042) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [00:38:32.616982] Epoch: [93] [2580/2904] eta: 0:04:03 lr: 0.002370 loss: 0.1944 (0.2028) loss_rec_all: 0.2200 (0.2286) loss_rec_sfr: 0.2879 (0.3043) loss_cl: -0.2784 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [00:38:47.534937] Epoch: [93] [2600/2904] eta: 0:03:48 lr: 0.002370 loss: 0.1910 (0.2028) loss_rec_all: 0.2168 (0.2286) loss_rec_sfr: 0.2903 (0.3044) loss_cl: -0.2794 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [00:39:02.452324] Epoch: [93] [2620/2904] eta: 0:03:33 lr: 0.002370 loss: 0.1944 (0.2028) loss_rec_all: 0.2202 (0.2285) loss_rec_sfr: 0.2960 (0.3044) loss_cl: -0.2795 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [00:39:17.370796] Epoch: [93] [2640/2904] eta: 0:03:18 lr: 0.002370 loss: 0.1962 (0.2028) loss_rec_all: 0.2221 (0.2286) loss_rec_sfr: 0.2768 (0.3045) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [00:39:32.288562] Epoch: [93] [2660/2904] eta: 0:03:03 lr: 0.002370 loss: 0.1904 (0.2028) loss_rec_all: 0.2162 (0.2286) loss_rec_sfr: 0.2780 (0.3045) loss_cl: -0.2780 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [00:39:47.211647] Epoch: [93] [2680/2904] eta: 0:02:48 lr: 0.002370 loss: 0.1937 (0.2029) loss_rec_all: 0.2193 (0.2286) loss_rec_sfr: 0.2918 (0.3046) loss_cl: -0.2786 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [00:40:02.135845] Epoch: [93] [2700/2904] eta: 0:02:33 lr: 0.002370 loss: 0.1910 (0.2029) loss_rec_all: 0.2170 (0.2286) loss_rec_sfr: 0.2703 (0.3045) loss_cl: -0.2799 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [00:40:17.053245] Epoch: [93] [2720/2904] eta: 0:02:18 lr: 0.002370 loss: 0.1938 (0.2028) loss_rec_all: 0.2198 (0.2286) loss_rec_sfr: 0.2813 (0.3043) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [00:40:31.968098] Epoch: [93] [2740/2904] eta: 0:02:03 lr: 0.002370 loss: 0.1923 (0.2028) loss_rec_all: 0.2188 (0.2286) loss_rec_sfr: 0.2786 (0.3043) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [00:40:46.887110] Epoch: [93] [2760/2904] eta: 0:01:48 lr: 0.002370 loss: 0.1967 (0.2028) loss_rec_all: 0.2225 (0.2286) loss_rec_sfr: 0.2770 (0.3044) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [00:41:01.803802] Epoch: [93] [2780/2904] eta: 0:01:33 lr: 0.002370 loss: 0.1915 (0.2029) loss_rec_all: 0.2175 (0.2286) loss_rec_sfr: 0.2926 (0.3045) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [00:41:16.718077] Epoch: [93] [2800/2904] eta: 0:01:18 lr: 0.002370 loss: 0.1940 (0.2030) loss_rec_all: 0.2204 (0.2287) loss_rec_sfr: 0.2920 (0.3048) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [00:41:31.638348] Epoch: [93] [2820/2904] eta: 0:01:03 lr: 0.002370 loss: 0.1938 (0.2030) loss_rec_all: 0.2197 (0.2287) loss_rec_sfr: 0.2806 (0.3048) loss_cl: -0.2781 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [00:41:46.590039] Epoch: [93] [2840/2904] eta: 0:00:48 lr: 0.002370 loss: 0.1900 (0.2029) loss_rec_all: 0.2163 (0.2287) loss_rec_sfr: 0.2741 (0.3047) loss_cl: -0.2785 (-0.2788) time: 0.7475 data: 0.0023 max mem: 29860 [00:42:01.487441] Epoch: [93] [2860/2904] eta: 0:00:33 lr: 0.002370 loss: 0.1905 (0.2029) loss_rec_all: 0.2162 (0.2287) loss_rec_sfr: 0.2789 (0.3046) loss_cl: -0.2784 (-0.2788) time: 0.7448 data: 0.0001 max mem: 29860 [00:42:16.386750] Epoch: [93] [2880/2904] eta: 0:00:18 lr: 0.002370 loss: 0.1961 (0.2030) loss_rec_all: 0.2216 (0.2287) loss_rec_sfr: 0.3051 (0.3049) loss_cl: -0.2790 (-0.2788) time: 0.7449 data: 0.0001 max mem: 29860 [00:42:31.291105] Epoch: [93] [2900/2904] eta: 0:00:03 lr: 0.002370 loss: 0.1922 (0.2030) loss_rec_all: 0.2184 (0.2288) loss_rec_sfr: 0.2880 (0.3050) loss_cl: -0.2786 (-0.2788) time: 0.7452 data: 0.0001 max mem: 29860 [00:42:33.533342] Epoch: [93] [2903/2904] eta: 0:00:00 lr: 0.002370 loss: 0.1943 (0.2030) loss_rec_all: 0.2205 (0.2288) loss_rec_sfr: 0.2880 (0.3050) loss_cl: -0.2786 (-0.2788) time: 0.7452 data: 0.0001 max mem: 29860 [00:42:35.674021] Epoch: [93] Total time: 0:36:26 (0.7530 s / it) [00:42:35.675028] Averaged stats: lr: 0.002370 loss: 0.1943 (0.2053) loss_rec_all: 0.2205 (0.2287) loss_rec_sfr: 0.2880 (0.3047) loss_cl: -0.2786 (-0.2555) [00:42:35.679690] log_dir: ./checkpoint/VF2_ViT-B [00:42:54.352971] Epoch: [94] [ 0/2904] eta: 15:03:44 lr: 0.002370 loss: 0.1877 (0.1877) loss_rec_all: 0.2141 (0.2141) loss_rec_sfr: 0.2104 (0.2104) loss_cl: -0.2782 (-0.2782) time: 18.6724 data: 8.8008 max mem: 29860 [00:43:11.424094] Epoch: [94] [ 20/2904] eta: 1:21:48 lr: 0.002370 loss: 0.1958 (0.2083) loss_rec_all: 0.2214 (0.2339) loss_rec_sfr: 0.2983 (0.3222) loss_cl: -0.2787 (-0.2784) time: 0.8535 data: 0.0970 max mem: 29860 [00:43:26.305569] Epoch: [94] [ 40/2904] eta: 0:58:56 lr: 0.002370 loss: 0.1936 (0.2080) loss_rec_all: 0.2197 (0.2336) loss_rec_sfr: 0.2948 (0.3239) loss_cl: -0.2783 (-0.2783) time: 0.7440 data: 0.0002 max mem: 29860 [00:43:41.183738] Epoch: [94] [ 60/2904] eta: 0:50:53 lr: 0.002370 loss: 0.1914 (0.2044) loss_rec_all: 0.2172 (0.2301) loss_rec_sfr: 0.2695 (0.3120) loss_cl: -0.2792 (-0.2786) time: 0.7439 data: 0.0002 max mem: 29860 [00:43:56.076064] Epoch: [94] [ 80/2904] eta: 0:46:42 lr: 0.002370 loss: 0.1917 (0.2038) loss_rec_all: 0.2176 (0.2295) loss_rec_sfr: 0.2863 (0.3109) loss_cl: -0.2787 (-0.2787) time: 0.7446 data: 0.0002 max mem: 29860 [00:44:10.976261] Epoch: [94] [ 100/2904] eta: 0:44:05 lr: 0.002370 loss: 0.1897 (0.2051) loss_rec_all: 0.2159 (0.2307) loss_rec_sfr: 0.2926 (0.3166) loss_cl: -0.2787 (-0.2787) time: 0.7450 data: 0.0002 max mem: 29860 [00:44:25.890344] Epoch: [94] [ 120/2904] eta: 0:42:15 lr: 0.002370 loss: 0.1869 (0.2039) loss_rec_all: 0.2132 (0.2296) loss_rec_sfr: 0.2773 (0.3127) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [00:44:40.809179] Epoch: [94] [ 140/2904] eta: 0:40:52 lr: 0.002370 loss: 0.1916 (0.2029) loss_rec_all: 0.2175 (0.2286) loss_rec_sfr: 0.2843 (0.3096) loss_cl: -0.2786 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [00:44:55.730663] Epoch: [94] [ 160/2904] eta: 0:39:46 lr: 0.002370 loss: 0.1935 (0.2023) loss_rec_all: 0.2193 (0.2280) loss_rec_sfr: 0.2948 (0.3083) loss_cl: -0.2784 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [00:45:10.650862] Epoch: [94] [ 180/2904] eta: 0:38:52 lr: 0.002370 loss: 0.1894 (0.2017) loss_rec_all: 0.2151 (0.2274) loss_rec_sfr: 0.2793 (0.3061) loss_cl: -0.2779 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [00:45:25.571737] Epoch: [94] [ 200/2904] eta: 0:38:05 lr: 0.002370 loss: 0.1914 (0.2016) loss_rec_all: 0.2176 (0.2273) loss_rec_sfr: 0.2815 (0.3047) loss_cl: -0.2788 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [00:45:40.494041] Epoch: [94] [ 220/2904] eta: 0:37:24 lr: 0.002370 loss: 0.1912 (0.2011) loss_rec_all: 0.2169 (0.2268) loss_rec_sfr: 0.2772 (0.3028) loss_cl: -0.2787 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [00:45:55.441870] Epoch: [94] [ 240/2904] eta: 0:36:48 lr: 0.002370 loss: 0.1898 (0.2004) loss_rec_all: 0.2159 (0.2262) loss_rec_sfr: 0.2865 (0.3012) loss_cl: -0.2799 (-0.2787) time: 0.7474 data: 0.0002 max mem: 29860 [00:46:10.369847] Epoch: [94] [ 260/2904] eta: 0:36:14 lr: 0.002370 loss: 0.1924 (0.2006) loss_rec_all: 0.2183 (0.2264) loss_rec_sfr: 0.2805 (0.3012) loss_cl: -0.2792 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [00:46:25.309292] Epoch: [94] [ 280/2904] eta: 0:35:44 lr: 0.002370 loss: 0.1960 (0.2013) loss_rec_all: 0.2218 (0.2270) loss_rec_sfr: 0.2956 (0.3035) loss_cl: -0.2785 (-0.2786) time: 0.7469 data: 0.0002 max mem: 29860 [00:46:40.228577] Epoch: [94] [ 300/2904] eta: 0:35:15 lr: 0.002370 loss: 0.1886 (0.2014) loss_rec_all: 0.2149 (0.2271) loss_rec_sfr: 0.2496 (0.3028) loss_cl: -0.2791 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [00:46:55.151242] Epoch: [94] [ 320/2904] eta: 0:34:48 lr: 0.002370 loss: 0.1937 (0.2017) loss_rec_all: 0.2202 (0.2274) loss_rec_sfr: 0.2745 (0.3033) loss_cl: -0.2788 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [00:47:10.076821] Epoch: [94] [ 340/2904] eta: 0:34:23 lr: 0.002370 loss: 0.1913 (0.2014) loss_rec_all: 0.2176 (0.2272) loss_rec_sfr: 0.2590 (0.3020) loss_cl: -0.2788 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [00:47:25.004843] Epoch: [94] [ 360/2904] eta: 0:33:58 lr: 0.002370 loss: 0.1916 (0.2012) loss_rec_all: 0.2178 (0.2270) loss_rec_sfr: 0.2837 (0.3012) loss_cl: -0.2781 (-0.2786) time: 0.7464 data: 0.0002 max mem: 29860 [00:47:39.926704] Epoch: [94] [ 380/2904] eta: 0:33:35 lr: 0.002370 loss: 0.1948 (0.2016) loss_rec_all: 0.2205 (0.2273) loss_rec_sfr: 0.2823 (0.3021) loss_cl: -0.2787 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [00:47:54.854057] Epoch: [94] [ 400/2904] eta: 0:33:12 lr: 0.002370 loss: 0.1906 (0.2014) loss_rec_all: 0.2165 (0.2272) loss_rec_sfr: 0.2868 (0.3017) loss_cl: -0.2794 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [00:48:09.781130] Epoch: [94] [ 420/2904] eta: 0:32:51 lr: 0.002370 loss: 0.1903 (0.2014) loss_rec_all: 0.2168 (0.2272) loss_rec_sfr: 0.2719 (0.3010) loss_cl: -0.2791 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [00:48:24.710806] Epoch: [94] [ 440/2904] eta: 0:32:30 lr: 0.002370 loss: 0.1916 (0.2013) loss_rec_all: 0.2174 (0.2271) loss_rec_sfr: 0.2728 (0.3007) loss_cl: -0.2789 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [00:48:39.635813] Epoch: [94] [ 460/2904] eta: 0:32:09 lr: 0.002370 loss: 0.1966 (0.2016) loss_rec_all: 0.2225 (0.2273) loss_rec_sfr: 0.2827 (0.3013) loss_cl: -0.2784 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [00:48:54.573212] Epoch: [94] [ 480/2904] eta: 0:31:49 lr: 0.002370 loss: 0.1890 (0.2015) loss_rec_all: 0.2150 (0.2272) loss_rec_sfr: 0.2880 (0.3013) loss_cl: -0.2788 (-0.2787) time: 0.7468 data: 0.0002 max mem: 29860 [00:49:09.496911] Epoch: [94] [ 500/2904] eta: 0:31:29 lr: 0.002370 loss: 0.1933 (0.2014) loss_rec_all: 0.2191 (0.2272) loss_rec_sfr: 0.2825 (0.3011) loss_cl: -0.2793 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [00:49:24.420269] Epoch: [94] [ 520/2904] eta: 0:31:10 lr: 0.002370 loss: 0.1978 (0.2018) loss_rec_all: 0.2238 (0.2275) loss_rec_sfr: 0.2726 (0.3021) loss_cl: -0.2787 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [00:49:39.343165] Epoch: [94] [ 540/2904] eta: 0:30:51 lr: 0.002370 loss: 0.1961 (0.2021) loss_rec_all: 0.2220 (0.2279) loss_rec_sfr: 0.2917 (0.3032) loss_cl: -0.2791 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [00:49:54.267731] Epoch: [94] [ 560/2904] eta: 0:30:32 lr: 0.002370 loss: 0.1923 (0.2022) loss_rec_all: 0.2183 (0.2279) loss_rec_sfr: 0.2621 (0.3030) loss_cl: -0.2793 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [00:50:09.192786] Epoch: [94] [ 580/2904] eta: 0:30:13 lr: 0.002370 loss: 0.1934 (0.2021) loss_rec_all: 0.2194 (0.2279) loss_rec_sfr: 0.2789 (0.3025) loss_cl: -0.2783 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [00:50:24.119497] Epoch: [94] [ 600/2904] eta: 0:29:55 lr: 0.002370 loss: 0.1891 (0.2021) loss_rec_all: 0.2152 (0.2278) loss_rec_sfr: 0.2794 (0.3027) loss_cl: -0.2780 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [00:50:39.039221] Epoch: [94] [ 620/2904] eta: 0:29:37 lr: 0.002370 loss: 0.1994 (0.2027) loss_rec_all: 0.2252 (0.2284) loss_rec_sfr: 0.2965 (0.3046) loss_cl: -0.2780 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [00:50:53.958045] Epoch: [94] [ 640/2904] eta: 0:29:19 lr: 0.002370 loss: 0.1912 (0.2026) loss_rec_all: 0.2173 (0.2283) loss_rec_sfr: 0.2748 (0.3044) loss_cl: -0.2797 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [00:51:08.873268] Epoch: [94] [ 660/2904] eta: 0:29:02 lr: 0.002370 loss: 0.1903 (0.2027) loss_rec_all: 0.2161 (0.2284) loss_rec_sfr: 0.2553 (0.3047) loss_cl: -0.2792 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [00:51:23.791371] Epoch: [94] [ 680/2904] eta: 0:28:44 lr: 0.002370 loss: 0.1868 (0.2025) loss_rec_all: 0.2128 (0.2283) loss_rec_sfr: 0.2691 (0.3041) loss_cl: -0.2786 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [00:51:38.707244] Epoch: [94] [ 700/2904] eta: 0:28:27 lr: 0.002370 loss: 0.1914 (0.2027) loss_rec_all: 0.2176 (0.2284) loss_rec_sfr: 0.2684 (0.3045) loss_cl: -0.2780 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [00:51:53.627343] Epoch: [94] [ 720/2904] eta: 0:28:10 lr: 0.002370 loss: 0.1969 (0.2030) loss_rec_all: 0.2224 (0.2287) loss_rec_sfr: 0.3179 (0.3058) loss_cl: -0.2777 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [00:52:08.548796] Epoch: [94] [ 740/2904] eta: 0:27:52 lr: 0.002370 loss: 0.1945 (0.2031) loss_rec_all: 0.2202 (0.2288) loss_rec_sfr: 0.2886 (0.3060) loss_cl: -0.2789 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [00:52:23.469870] Epoch: [94] [ 760/2904] eta: 0:27:35 lr: 0.002370 loss: 0.1899 (0.2030) loss_rec_all: 0.2161 (0.2287) loss_rec_sfr: 0.2789 (0.3056) loss_cl: -0.2791 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [00:52:38.390404] Epoch: [94] [ 780/2904] eta: 0:27:19 lr: 0.002370 loss: 0.1923 (0.2028) loss_rec_all: 0.2180 (0.2285) loss_rec_sfr: 0.2628 (0.3047) loss_cl: -0.2796 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [00:52:53.311012] Epoch: [94] [ 800/2904] eta: 0:27:02 lr: 0.002370 loss: 0.1935 (0.2028) loss_rec_all: 0.2196 (0.2285) loss_rec_sfr: 0.2859 (0.3047) loss_cl: -0.2784 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [00:53:08.236408] Epoch: [94] [ 820/2904] eta: 0:26:45 lr: 0.002370 loss: 0.1896 (0.2027) loss_rec_all: 0.2154 (0.2284) loss_rec_sfr: 0.2854 (0.3047) loss_cl: -0.2786 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [00:53:23.161860] Epoch: [94] [ 840/2904] eta: 0:26:28 lr: 0.002370 loss: 0.1942 (0.2028) loss_rec_all: 0.2199 (0.2285) loss_rec_sfr: 0.2949 (0.3050) loss_cl: -0.2783 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [00:53:38.080440] Epoch: [94] [ 860/2904] eta: 0:26:12 lr: 0.002370 loss: 0.1907 (0.2028) loss_rec_all: 0.2165 (0.2285) loss_rec_sfr: 0.2888 (0.3049) loss_cl: -0.2794 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [00:53:53.004075] Epoch: [94] [ 880/2904] eta: 0:25:55 lr: 0.002370 loss: 0.1873 (0.2027) loss_rec_all: 0.2138 (0.2285) loss_rec_sfr: 0.2956 (0.3050) loss_cl: -0.2795 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [00:54:07.924529] Epoch: [94] [ 900/2904] eta: 0:25:39 lr: 0.002370 loss: 0.1880 (0.2026) loss_rec_all: 0.2140 (0.2284) loss_rec_sfr: 0.2759 (0.3047) loss_cl: -0.2789 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [00:54:22.844451] Epoch: [94] [ 920/2904] eta: 0:25:23 lr: 0.002370 loss: 0.1884 (0.2025) loss_rec_all: 0.2148 (0.2282) loss_rec_sfr: 0.2882 (0.3045) loss_cl: -0.2783 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [00:54:37.763714] Epoch: [94] [ 940/2904] eta: 0:25:07 lr: 0.002370 loss: 0.1939 (0.2026) loss_rec_all: 0.2194 (0.2283) loss_rec_sfr: 0.2911 (0.3049) loss_cl: -0.2781 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [00:54:52.687256] Epoch: [94] [ 960/2904] eta: 0:24:50 lr: 0.002370 loss: 0.1905 (0.2025) loss_rec_all: 0.2166 (0.2282) loss_rec_sfr: 0.2720 (0.3042) loss_cl: -0.2793 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [00:55:07.616073] Epoch: [94] [ 980/2904] eta: 0:24:34 lr: 0.002370 loss: 0.1891 (0.2023) loss_rec_all: 0.2153 (0.2281) loss_rec_sfr: 0.2924 (0.3039) loss_cl: -0.2799 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [00:55:22.538495] Epoch: [94] [1000/2904] eta: 0:24:18 lr: 0.002370 loss: 0.1944 (0.2023) loss_rec_all: 0.2208 (0.2281) loss_rec_sfr: 0.2780 (0.3038) loss_cl: -0.2789 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [00:55:37.456152] Epoch: [94] [1020/2904] eta: 0:24:02 lr: 0.002370 loss: 0.1969 (0.2025) loss_rec_all: 0.2228 (0.2283) loss_rec_sfr: 0.2952 (0.3045) loss_cl: -0.2782 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [00:55:52.378563] Epoch: [94] [1040/2904] eta: 0:23:46 lr: 0.002370 loss: 0.1927 (0.2025) loss_rec_all: 0.2185 (0.2282) loss_rec_sfr: 0.2741 (0.3041) loss_cl: -0.2791 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [00:56:07.291169] Epoch: [94] [1060/2904] eta: 0:23:30 lr: 0.002370 loss: 0.1967 (0.2027) loss_rec_all: 0.2224 (0.2284) loss_rec_sfr: 0.3020 (0.3047) loss_cl: -0.2788 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [00:56:22.204982] Epoch: [94] [1080/2904] eta: 0:23:14 lr: 0.002370 loss: 0.1937 (0.2026) loss_rec_all: 0.2194 (0.2284) loss_rec_sfr: 0.2850 (0.3045) loss_cl: -0.2793 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [00:56:37.120520] Epoch: [94] [1100/2904] eta: 0:22:58 lr: 0.002370 loss: 0.1895 (0.2026) loss_rec_all: 0.2153 (0.2283) loss_rec_sfr: 0.2828 (0.3044) loss_cl: -0.2784 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [00:56:52.040875] Epoch: [94] [1120/2904] eta: 0:22:42 lr: 0.002370 loss: 0.1950 (0.2026) loss_rec_all: 0.2211 (0.2284) loss_rec_sfr: 0.2513 (0.3043) loss_cl: -0.2785 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [00:57:06.962969] Epoch: [94] [1140/2904] eta: 0:22:26 lr: 0.002370 loss: 0.1891 (0.2025) loss_rec_all: 0.2149 (0.2283) loss_rec_sfr: 0.2993 (0.3040) loss_cl: -0.2788 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [00:57:21.886286] Epoch: [94] [1160/2904] eta: 0:22:11 lr: 0.002370 loss: 0.1903 (0.2024) loss_rec_all: 0.2165 (0.2282) loss_rec_sfr: 0.2799 (0.3038) loss_cl: -0.2790 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [00:57:36.812478] Epoch: [94] [1180/2904] eta: 0:21:55 lr: 0.002370 loss: 0.1881 (0.2022) loss_rec_all: 0.2143 (0.2280) loss_rec_sfr: 0.2727 (0.3033) loss_cl: -0.2789 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [00:57:51.743366] Epoch: [94] [1200/2904] eta: 0:21:39 lr: 0.002370 loss: 0.1900 (0.2021) loss_rec_all: 0.2158 (0.2279) loss_rec_sfr: 0.2669 (0.3028) loss_cl: -0.2782 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [00:58:06.669219] Epoch: [94] [1220/2904] eta: 0:21:23 lr: 0.002370 loss: 0.1898 (0.2021) loss_rec_all: 0.2163 (0.2278) loss_rec_sfr: 0.2787 (0.3026) loss_cl: -0.2790 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [00:58:21.590809] Epoch: [94] [1240/2904] eta: 0:21:08 lr: 0.002370 loss: 0.1974 (0.2021) loss_rec_all: 0.2236 (0.2278) loss_rec_sfr: 0.2733 (0.3025) loss_cl: -0.2798 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [00:58:36.508692] Epoch: [94] [1260/2904] eta: 0:20:52 lr: 0.002370 loss: 0.1911 (0.2020) loss_rec_all: 0.2170 (0.2278) loss_rec_sfr: 0.2523 (0.3022) loss_cl: -0.2788 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [00:58:51.430625] Epoch: [94] [1280/2904] eta: 0:20:36 lr: 0.002370 loss: 0.1936 (0.2021) loss_rec_all: 0.2199 (0.2279) loss_rec_sfr: 0.2872 (0.3024) loss_cl: -0.2797 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [00:59:06.348252] Epoch: [94] [1300/2904] eta: 0:20:21 lr: 0.002370 loss: 0.1975 (0.2022) loss_rec_all: 0.2234 (0.2279) loss_rec_sfr: 0.2900 (0.3025) loss_cl: -0.2801 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [00:59:21.262079] Epoch: [94] [1320/2904] eta: 0:20:05 lr: 0.002370 loss: 0.1947 (0.2022) loss_rec_all: 0.2208 (0.2280) loss_rec_sfr: 0.2933 (0.3028) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [00:59:36.179469] Epoch: [94] [1340/2904] eta: 0:19:50 lr: 0.002370 loss: 0.1965 (0.2022) loss_rec_all: 0.2221 (0.2279) loss_rec_sfr: 0.2821 (0.3026) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [00:59:51.098453] Epoch: [94] [1360/2904] eta: 0:19:34 lr: 0.002370 loss: 0.1932 (0.2021) loss_rec_all: 0.2194 (0.2279) loss_rec_sfr: 0.2603 (0.3023) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [01:00:06.018245] Epoch: [94] [1380/2904] eta: 0:19:19 lr: 0.002370 loss: 0.1915 (0.2020) loss_rec_all: 0.2176 (0.2278) loss_rec_sfr: 0.2751 (0.3020) loss_cl: -0.2776 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [01:00:20.940336] Epoch: [94] [1400/2904] eta: 0:19:03 lr: 0.002370 loss: 0.1926 (0.2020) loss_rec_all: 0.2183 (0.2278) loss_rec_sfr: 0.2864 (0.3018) loss_cl: -0.2786 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [01:00:35.861709] Epoch: [94] [1420/2904] eta: 0:18:48 lr: 0.002370 loss: 0.1928 (0.2019) loss_rec_all: 0.2187 (0.2277) loss_rec_sfr: 0.2719 (0.3015) loss_cl: -0.2802 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [01:00:50.781099] Epoch: [94] [1440/2904] eta: 0:18:32 lr: 0.002370 loss: 0.1934 (0.2020) loss_rec_all: 0.2195 (0.2277) loss_rec_sfr: 0.2792 (0.3016) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [01:01:05.844110] Epoch: [94] [1460/2904] eta: 0:18:17 lr: 0.002370 loss: 0.1950 (0.2020) loss_rec_all: 0.2210 (0.2278) loss_rec_sfr: 0.2797 (0.3017) loss_cl: -0.2793 (-0.2788) time: 0.7531 data: 0.0002 max mem: 29860 [01:01:20.759196] Epoch: [94] [1480/2904] eta: 0:18:01 lr: 0.002370 loss: 0.1913 (0.2020) loss_rec_all: 0.2172 (0.2278) loss_rec_sfr: 0.2894 (0.3018) loss_cl: -0.2785 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [01:01:35.678204] Epoch: [94] [1500/2904] eta: 0:17:46 lr: 0.002370 loss: 0.1907 (0.2019) loss_rec_all: 0.2166 (0.2277) loss_rec_sfr: 0.2763 (0.3014) loss_cl: -0.2782 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [01:01:50.596543] Epoch: [94] [1520/2904] eta: 0:17:30 lr: 0.002370 loss: 0.1939 (0.2019) loss_rec_all: 0.2200 (0.2277) loss_rec_sfr: 0.2937 (0.3016) loss_cl: -0.2782 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [01:02:05.516830] Epoch: [94] [1540/2904] eta: 0:17:15 lr: 0.002370 loss: 0.1965 (0.2020) loss_rec_all: 0.2226 (0.2278) loss_rec_sfr: 0.2805 (0.3017) loss_cl: -0.2800 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [01:02:20.438359] Epoch: [94] [1560/2904] eta: 0:17:00 lr: 0.002370 loss: 0.1933 (0.2020) loss_rec_all: 0.2192 (0.2277) loss_rec_sfr: 0.2983 (0.3018) loss_cl: -0.2783 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [01:02:35.362625] Epoch: [94] [1580/2904] eta: 0:16:44 lr: 0.002370 loss: 0.1886 (0.2019) loss_rec_all: 0.2144 (0.2277) loss_rec_sfr: 0.2856 (0.3018) loss_cl: -0.2791 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [01:02:50.287631] Epoch: [94] [1600/2904] eta: 0:16:29 lr: 0.002370 loss: 0.1917 (0.2019) loss_rec_all: 0.2178 (0.2277) loss_rec_sfr: 0.2736 (0.3018) loss_cl: -0.2792 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [01:03:05.215586] Epoch: [94] [1620/2904] eta: 0:16:13 lr: 0.002370 loss: 0.1865 (0.2018) loss_rec_all: 0.2127 (0.2276) loss_rec_sfr: 0.2793 (0.3015) loss_cl: -0.2792 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [01:03:20.138411] Epoch: [94] [1640/2904] eta: 0:15:58 lr: 0.002370 loss: 0.1896 (0.2018) loss_rec_all: 0.2155 (0.2275) loss_rec_sfr: 0.2893 (0.3014) loss_cl: -0.2790 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [01:03:35.059971] Epoch: [94] [1660/2904] eta: 0:15:43 lr: 0.002370 loss: 0.1945 (0.2018) loss_rec_all: 0.2204 (0.2276) loss_rec_sfr: 0.2768 (0.3016) loss_cl: -0.2801 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [01:03:49.981652] Epoch: [94] [1680/2904] eta: 0:15:27 lr: 0.002370 loss: 0.1904 (0.2018) loss_rec_all: 0.2164 (0.2276) loss_rec_sfr: 0.2571 (0.3013) loss_cl: -0.2801 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [01:04:04.906966] Epoch: [94] [1700/2904] eta: 0:15:12 lr: 0.002370 loss: 0.1922 (0.2018) loss_rec_all: 0.2179 (0.2275) loss_rec_sfr: 0.2926 (0.3013) loss_cl: -0.2782 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [01:04:19.835334] Epoch: [94] [1720/2904] eta: 0:14:57 lr: 0.002370 loss: 0.1932 (0.2019) loss_rec_all: 0.2190 (0.2276) loss_rec_sfr: 0.3006 (0.3018) loss_cl: -0.2790 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [01:04:34.764943] Epoch: [94] [1740/2904] eta: 0:14:41 lr: 0.002370 loss: 0.1912 (0.2019) loss_rec_all: 0.2176 (0.2277) loss_rec_sfr: 0.2892 (0.3019) loss_cl: -0.2801 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [01:04:49.701787] Epoch: [94] [1760/2904] eta: 0:14:26 lr: 0.002370 loss: 0.2003 (0.2021) loss_rec_all: 0.2261 (0.2279) loss_rec_sfr: 0.2832 (0.3025) loss_cl: -0.2793 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [01:05:04.628899] Epoch: [94] [1780/2904] eta: 0:14:11 lr: 0.002370 loss: 0.1919 (0.2021) loss_rec_all: 0.2180 (0.2279) loss_rec_sfr: 0.2795 (0.3025) loss_cl: -0.2777 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [01:05:19.560461] Epoch: [94] [1800/2904] eta: 0:13:56 lr: 0.002370 loss: 0.1921 (0.2021) loss_rec_all: 0.2184 (0.2279) loss_rec_sfr: 0.2970 (0.3026) loss_cl: -0.2788 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [01:05:34.488012] Epoch: [94] [1820/2904] eta: 0:13:40 lr: 0.002370 loss: 0.1941 (0.2021) loss_rec_all: 0.2196 (0.2279) loss_rec_sfr: 0.2941 (0.3027) loss_cl: -0.2794 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [01:05:49.416688] Epoch: [94] [1840/2904] eta: 0:13:25 lr: 0.002370 loss: 0.1883 (0.2021) loss_rec_all: 0.2141 (0.2278) loss_rec_sfr: 0.2867 (0.3026) loss_cl: -0.2786 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [01:06:04.340515] Epoch: [94] [1860/2904] eta: 0:13:10 lr: 0.002370 loss: 0.1921 (0.2021) loss_rec_all: 0.2180 (0.2278) loss_rec_sfr: 0.2525 (0.3024) loss_cl: -0.2776 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [01:06:19.265175] Epoch: [94] [1880/2904] eta: 0:12:54 lr: 0.002370 loss: 0.1947 (0.2021) loss_rec_all: 0.2208 (0.2279) loss_rec_sfr: 0.2973 (0.3027) loss_cl: -0.2784 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [01:06:34.191722] Epoch: [94] [1900/2904] eta: 0:12:39 lr: 0.002370 loss: 0.1915 (0.2021) loss_rec_all: 0.2174 (0.2279) loss_rec_sfr: 0.2890 (0.3027) loss_cl: -0.2793 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [01:06:49.115358] Epoch: [94] [1920/2904] eta: 0:12:24 lr: 0.002369 loss: 0.1888 (0.2021) loss_rec_all: 0.2149 (0.2278) loss_rec_sfr: 0.2743 (0.3024) loss_cl: -0.2804 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [01:07:04.038315] Epoch: [94] [1940/2904] eta: 0:12:09 lr: 0.002369 loss: 0.1922 (0.2020) loss_rec_all: 0.2184 (0.2278) loss_rec_sfr: 0.2732 (0.3023) loss_cl: -0.2797 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [01:07:18.959750] Epoch: [94] [1960/2904] eta: 0:11:53 lr: 0.002369 loss: 0.1914 (0.2020) loss_rec_all: 0.2173 (0.2278) loss_rec_sfr: 0.2692 (0.3022) loss_cl: -0.2777 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [01:07:33.880375] Epoch: [94] [1980/2904] eta: 0:11:38 lr: 0.002369 loss: 0.1948 (0.2021) loss_rec_all: 0.2207 (0.2278) loss_rec_sfr: 0.2750 (0.3022) loss_cl: -0.2779 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [01:07:48.802446] Epoch: [94] [2000/2904] eta: 0:11:23 lr: 0.002369 loss: 0.1963 (0.2022) loss_rec_all: 0.2220 (0.2279) loss_rec_sfr: 0.2971 (0.3024) loss_cl: -0.2784 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [01:08:03.724371] Epoch: [94] [2020/2904] eta: 0:11:08 lr: 0.002369 loss: 0.1901 (0.2021) loss_rec_all: 0.2159 (0.2279) loss_rec_sfr: 0.2770 (0.3023) loss_cl: -0.2790 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [01:08:18.647509] Epoch: [94] [2040/2904] eta: 0:10:53 lr: 0.002369 loss: 0.1912 (0.2022) loss_rec_all: 0.2175 (0.2279) loss_rec_sfr: 0.2963 (0.3025) loss_cl: -0.2801 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [01:08:33.570707] Epoch: [94] [2060/2904] eta: 0:10:37 lr: 0.002369 loss: 0.1958 (0.2023) loss_rec_all: 0.2219 (0.2280) loss_rec_sfr: 0.2934 (0.3029) loss_cl: -0.2793 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [01:08:48.492818] Epoch: [94] [2080/2904] eta: 0:10:22 lr: 0.002369 loss: 0.1976 (0.2024) loss_rec_all: 0.2234 (0.2281) loss_rec_sfr: 0.2778 (0.3031) loss_cl: -0.2788 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [01:09:03.417652] Epoch: [94] [2100/2904] eta: 0:10:07 lr: 0.002369 loss: 0.1943 (0.2024) loss_rec_all: 0.2203 (0.2282) loss_rec_sfr: 0.2780 (0.3031) loss_cl: -0.2784 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [01:09:18.345625] Epoch: [94] [2120/2904] eta: 0:09:52 lr: 0.002369 loss: 0.1899 (0.2023) loss_rec_all: 0.2162 (0.2281) loss_rec_sfr: 0.2599 (0.3028) loss_cl: -0.2784 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [01:09:33.267772] Epoch: [94] [2140/2904] eta: 0:09:37 lr: 0.002369 loss: 0.1954 (0.2023) loss_rec_all: 0.2211 (0.2281) loss_rec_sfr: 0.2783 (0.3028) loss_cl: -0.2785 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [01:09:48.185659] Epoch: [94] [2160/2904] eta: 0:09:22 lr: 0.002369 loss: 0.1927 (0.2023) loss_rec_all: 0.2187 (0.2281) loss_rec_sfr: 0.2576 (0.3027) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [01:10:03.109061] Epoch: [94] [2180/2904] eta: 0:09:06 lr: 0.002369 loss: 0.1943 (0.2023) loss_rec_all: 0.2204 (0.2281) loss_rec_sfr: 0.2825 (0.3027) loss_cl: -0.2795 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [01:10:18.033391] Epoch: [94] [2200/2904] eta: 0:08:51 lr: 0.002369 loss: 0.1921 (0.2023) loss_rec_all: 0.2187 (0.2280) loss_rec_sfr: 0.2819 (0.3025) loss_cl: -0.2802 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [01:10:32.955018] Epoch: [94] [2220/2904] eta: 0:08:36 lr: 0.002369 loss: 0.1923 (0.2022) loss_rec_all: 0.2180 (0.2280) loss_rec_sfr: 0.2800 (0.3023) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [01:10:47.875191] Epoch: [94] [2240/2904] eta: 0:08:21 lr: 0.002369 loss: 0.1925 (0.2022) loss_rec_all: 0.2181 (0.2280) loss_rec_sfr: 0.2881 (0.3025) loss_cl: -0.2778 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [01:11:02.792366] Epoch: [94] [2260/2904] eta: 0:08:06 lr: 0.002369 loss: 0.1915 (0.2022) loss_rec_all: 0.2175 (0.2279) loss_rec_sfr: 0.2846 (0.3023) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [01:11:17.707768] Epoch: [94] [2280/2904] eta: 0:07:51 lr: 0.002369 loss: 0.1929 (0.2022) loss_rec_all: 0.2186 (0.2280) loss_rec_sfr: 0.2933 (0.3024) loss_cl: -0.2781 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [01:11:32.630603] Epoch: [94] [2300/2904] eta: 0:07:35 lr: 0.002369 loss: 0.1935 (0.2022) loss_rec_all: 0.2194 (0.2279) loss_rec_sfr: 0.2628 (0.3023) loss_cl: -0.2789 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [01:11:47.552359] Epoch: [94] [2320/2904] eta: 0:07:20 lr: 0.002369 loss: 0.1948 (0.2021) loss_rec_all: 0.2211 (0.2279) loss_rec_sfr: 0.2767 (0.3022) loss_cl: -0.2800 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [01:12:02.478177] Epoch: [94] [2340/2904] eta: 0:07:05 lr: 0.002369 loss: 0.1893 (0.2022) loss_rec_all: 0.2153 (0.2279) loss_rec_sfr: 0.2798 (0.3023) loss_cl: -0.2781 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [01:12:17.398857] Epoch: [94] [2360/2904] eta: 0:06:50 lr: 0.002369 loss: 0.1911 (0.2022) loss_rec_all: 0.2173 (0.2280) loss_rec_sfr: 0.2739 (0.3025) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [01:12:32.324970] Epoch: [94] [2380/2904] eta: 0:06:35 lr: 0.002369 loss: 0.1928 (0.2022) loss_rec_all: 0.2187 (0.2280) loss_rec_sfr: 0.2719 (0.3024) loss_cl: -0.2792 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [01:12:47.244025] Epoch: [94] [2400/2904] eta: 0:06:20 lr: 0.002369 loss: 0.1888 (0.2022) loss_rec_all: 0.2152 (0.2280) loss_rec_sfr: 0.2895 (0.3024) loss_cl: -0.2795 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [01:13:02.168009] Epoch: [94] [2420/2904] eta: 0:06:05 lr: 0.002369 loss: 0.1909 (0.2022) loss_rec_all: 0.2166 (0.2280) loss_rec_sfr: 0.2965 (0.3025) loss_cl: -0.2786 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [01:13:17.087307] Epoch: [94] [2440/2904] eta: 0:05:50 lr: 0.002369 loss: 0.1892 (0.2022) loss_rec_all: 0.2149 (0.2280) loss_rec_sfr: 0.3015 (0.3025) loss_cl: -0.2794 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [01:13:32.004421] Epoch: [94] [2460/2904] eta: 0:05:34 lr: 0.002369 loss: 0.1922 (0.2022) loss_rec_all: 0.2182 (0.2280) loss_rec_sfr: 0.2965 (0.3026) loss_cl: -0.2797 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [01:13:46.922350] Epoch: [94] [2480/2904] eta: 0:05:19 lr: 0.002369 loss: 0.1949 (0.2023) loss_rec_all: 0.2210 (0.2280) loss_rec_sfr: 0.2782 (0.3027) loss_cl: -0.2780 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [01:14:01.850267] Epoch: [94] [2500/2904] eta: 0:05:04 lr: 0.002369 loss: 0.1929 (0.2023) loss_rec_all: 0.2188 (0.2280) loss_rec_sfr: 0.2771 (0.3027) loss_cl: -0.2780 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [01:14:16.779594] Epoch: [94] [2520/2904] eta: 0:04:49 lr: 0.002369 loss: 0.1902 (0.2023) loss_rec_all: 0.2163 (0.2281) loss_rec_sfr: 0.2922 (0.3028) loss_cl: -0.2784 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [01:14:31.702061] Epoch: [94] [2540/2904] eta: 0:04:34 lr: 0.002369 loss: 0.1886 (0.2023) loss_rec_all: 0.2146 (0.2280) loss_rec_sfr: 0.2494 (0.3027) loss_cl: -0.2789 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [01:14:46.624027] Epoch: [94] [2560/2904] eta: 0:04:19 lr: 0.002369 loss: 0.1928 (0.2023) loss_rec_all: 0.2190 (0.2281) loss_rec_sfr: 0.2925 (0.3028) loss_cl: -0.2792 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [01:15:01.545567] Epoch: [94] [2580/2904] eta: 0:04:04 lr: 0.002369 loss: 0.1946 (0.2023) loss_rec_all: 0.2205 (0.2281) loss_rec_sfr: 0.2807 (0.3028) loss_cl: -0.2799 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [01:15:16.468846] Epoch: [94] [2600/2904] eta: 0:03:49 lr: 0.002369 loss: 0.1904 (0.2023) loss_rec_all: 0.2161 (0.2281) loss_rec_sfr: 0.2985 (0.3029) loss_cl: -0.2789 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [01:15:31.392073] Epoch: [94] [2620/2904] eta: 0:03:34 lr: 0.002369 loss: 0.1901 (0.2023) loss_rec_all: 0.2158 (0.2280) loss_rec_sfr: 0.2749 (0.3027) loss_cl: -0.2787 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [01:15:46.318150] Epoch: [94] [2640/2904] eta: 0:03:18 lr: 0.002369 loss: 0.1908 (0.2023) loss_rec_all: 0.2165 (0.2280) loss_rec_sfr: 0.2723 (0.3027) loss_cl: -0.2791 (-0.2788) time: 0.7463 data: 0.0003 max mem: 29860 [01:16:01.240114] Epoch: [94] [2660/2904] eta: 0:03:03 lr: 0.002369 loss: 0.2029 (0.2023) loss_rec_all: 0.2291 (0.2281) loss_rec_sfr: 0.2900 (0.3029) loss_cl: -0.2800 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [01:16:16.162226] Epoch: [94] [2680/2904] eta: 0:02:48 lr: 0.002369 loss: 0.1939 (0.2023) loss_rec_all: 0.2196 (0.2281) loss_rec_sfr: 0.3048 (0.3030) loss_cl: -0.2785 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [01:16:31.084925] Epoch: [94] [2700/2904] eta: 0:02:33 lr: 0.002369 loss: 0.1914 (0.2024) loss_rec_all: 0.2173 (0.2281) loss_rec_sfr: 0.3060 (0.3032) loss_cl: -0.2779 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [01:16:46.004823] Epoch: [94] [2720/2904] eta: 0:02:18 lr: 0.002369 loss: 0.1896 (0.2024) loss_rec_all: 0.2154 (0.2281) loss_rec_sfr: 0.2978 (0.3033) loss_cl: -0.2776 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [01:17:00.921028] Epoch: [94] [2740/2904] eta: 0:02:03 lr: 0.002369 loss: 0.1923 (0.2024) loss_rec_all: 0.2184 (0.2282) loss_rec_sfr: 0.2855 (0.3035) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [01:17:15.841522] Epoch: [94] [2760/2904] eta: 0:01:48 lr: 0.002369 loss: 0.1894 (0.2024) loss_rec_all: 0.2155 (0.2282) loss_rec_sfr: 0.2721 (0.3033) loss_cl: -0.2791 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [01:17:30.759603] Epoch: [94] [2780/2904] eta: 0:01:33 lr: 0.002369 loss: 0.1978 (0.2024) loss_rec_all: 0.2238 (0.2282) loss_rec_sfr: 0.2802 (0.3033) loss_cl: -0.2800 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [01:17:45.681674] Epoch: [94] [2800/2904] eta: 0:01:18 lr: 0.002369 loss: 0.1901 (0.2024) loss_rec_all: 0.2159 (0.2281) loss_rec_sfr: 0.2921 (0.3033) loss_cl: -0.2785 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [01:18:00.600999] Epoch: [94] [2820/2904] eta: 0:01:03 lr: 0.002369 loss: 0.1913 (0.2024) loss_rec_all: 0.2172 (0.2282) loss_rec_sfr: 0.2922 (0.3034) loss_cl: -0.2784 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [01:18:15.546278] Epoch: [94] [2840/2904] eta: 0:00:48 lr: 0.002369 loss: 0.1908 (0.2024) loss_rec_all: 0.2170 (0.2281) loss_rec_sfr: 0.2823 (0.3033) loss_cl: -0.2788 (-0.2788) time: 0.7472 data: 0.0023 max mem: 29860 [01:18:30.442627] Epoch: [94] [2860/2904] eta: 0:00:33 lr: 0.002369 loss: 0.1921 (0.2024) loss_rec_all: 0.2180 (0.2282) loss_rec_sfr: 0.3016 (0.3035) loss_cl: -0.2790 (-0.2788) time: 0.7448 data: 0.0001 max mem: 29860 [01:18:45.338031] Epoch: [94] [2880/2904] eta: 0:00:18 lr: 0.002369 loss: 0.1915 (0.2024) loss_rec_all: 0.2172 (0.2282) loss_rec_sfr: 0.2717 (0.3034) loss_cl: -0.2792 (-0.2788) time: 0.7447 data: 0.0001 max mem: 29860 [01:19:00.239376] Epoch: [94] [2900/2904] eta: 0:00:03 lr: 0.002369 loss: 0.1910 (0.2024) loss_rec_all: 0.2172 (0.2281) loss_rec_sfr: 0.2800 (0.3033) loss_cl: -0.2789 (-0.2788) time: 0.7450 data: 0.0001 max mem: 29860 [01:19:02.480930] Epoch: [94] [2903/2904] eta: 0:00:00 lr: 0.002369 loss: 0.1910 (0.2024) loss_rec_all: 0.2172 (0.2281) loss_rec_sfr: 0.2800 (0.3033) loss_cl: -0.2787 (-0.2788) time: 0.7450 data: 0.0001 max mem: 29860 [01:19:04.574761] Epoch: [94] Total time: 0:36:28 (0.7538 s / it) [01:19:04.581552] Averaged stats: lr: 0.002369 loss: 0.1910 (0.2046) loss_rec_all: 0.2172 (0.2280) loss_rec_sfr: 0.2800 (0.3024) loss_cl: -0.2787 (-0.2555) [01:19:04.586219] log_dir: ./checkpoint/VF2_ViT-B [01:19:23.384111] Epoch: [95] [ 0/2904] eta: 15:09:44 lr: 0.002369 loss: 0.2510 (0.2510) loss_rec_all: 0.2754 (0.2754) loss_rec_sfr: 0.4706 (0.4706) loss_cl: -0.2772 (-0.2772) time: 18.7963 data: 12.7827 max mem: 29860 [01:19:38.275121] Epoch: [95] [ 20/2904] eta: 1:17:06 lr: 0.002369 loss: 0.1945 (0.2193) loss_rec_all: 0.2209 (0.2446) loss_rec_sfr: 0.2998 (0.3586) loss_cl: -0.2781 (-0.2782) time: 0.7445 data: 0.0002 max mem: 29860 [01:19:53.154560] Epoch: [95] [ 40/2904] eta: 0:56:32 lr: 0.002369 loss: 0.1955 (0.2124) loss_rec_all: 0.2215 (0.2379) loss_rec_sfr: 0.2836 (0.3361) loss_cl: -0.2781 (-0.2780) time: 0.7439 data: 0.0002 max mem: 29860 [01:20:08.035340] Epoch: [95] [ 60/2904] eta: 0:49:18 lr: 0.002369 loss: 0.1959 (0.2135) loss_rec_all: 0.2219 (0.2390) loss_rec_sfr: 0.2854 (0.3367) loss_cl: -0.2786 (-0.2782) time: 0.7440 data: 0.0002 max mem: 29860 [01:20:22.925399] Epoch: [95] [ 80/2904] eta: 0:45:31 lr: 0.002369 loss: 0.1913 (0.2094) loss_rec_all: 0.2172 (0.2350) loss_rec_sfr: 0.2746 (0.3231) loss_cl: -0.2789 (-0.2784) time: 0.7445 data: 0.0002 max mem: 29860 [01:20:37.828341] Epoch: [95] [ 100/2904] eta: 0:43:08 lr: 0.002369 loss: 0.1979 (0.2090) loss_rec_all: 0.2238 (0.2346) loss_rec_sfr: 0.2780 (0.3219) loss_cl: -0.2785 (-0.2784) time: 0.7451 data: 0.0002 max mem: 29860 [01:20:52.741125] Epoch: [95] [ 120/2904] eta: 0:41:28 lr: 0.002369 loss: 0.1908 (0.2083) loss_rec_all: 0.2172 (0.2339) loss_rec_sfr: 0.2666 (0.3188) loss_cl: -0.2794 (-0.2785) time: 0.7456 data: 0.0002 max mem: 29860 [01:21:07.655847] Epoch: [95] [ 140/2904] eta: 0:40:12 lr: 0.002369 loss: 0.1898 (0.2066) loss_rec_all: 0.2159 (0.2322) loss_rec_sfr: 0.2953 (0.3158) loss_cl: -0.2795 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [01:21:22.571106] Epoch: [95] [ 160/2904] eta: 0:39:11 lr: 0.002369 loss: 0.1899 (0.2053) loss_rec_all: 0.2162 (0.2309) loss_rec_sfr: 0.2713 (0.3113) loss_cl: -0.2786 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [01:21:37.486987] Epoch: [95] [ 180/2904] eta: 0:38:20 lr: 0.002369 loss: 0.1916 (0.2051) loss_rec_all: 0.2175 (0.2308) loss_rec_sfr: 0.2836 (0.3110) loss_cl: -0.2775 (-0.2785) time: 0.7458 data: 0.0002 max mem: 29860 [01:21:52.407383] Epoch: [95] [ 200/2904] eta: 0:37:37 lr: 0.002369 loss: 0.1955 (0.2045) loss_rec_all: 0.2211 (0.2302) loss_rec_sfr: 0.2766 (0.3089) loss_cl: -0.2784 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [01:22:07.330775] Epoch: [95] [ 220/2904] eta: 0:36:59 lr: 0.002369 loss: 0.1896 (0.2040) loss_rec_all: 0.2157 (0.2297) loss_rec_sfr: 0.2639 (0.3077) loss_cl: -0.2796 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [01:22:22.269390] Epoch: [95] [ 240/2904] eta: 0:36:25 lr: 0.002369 loss: 0.1878 (0.2037) loss_rec_all: 0.2143 (0.2294) loss_rec_sfr: 0.2602 (0.3062) loss_cl: -0.2792 (-0.2787) time: 0.7469 data: 0.0002 max mem: 29860 [01:22:37.185170] Epoch: [95] [ 260/2904] eta: 0:35:53 lr: 0.002369 loss: 0.1906 (0.2036) loss_rec_all: 0.2166 (0.2294) loss_rec_sfr: 0.2945 (0.3069) loss_cl: -0.2793 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [01:22:52.120077] Epoch: [95] [ 280/2904] eta: 0:35:24 lr: 0.002369 loss: 0.1965 (0.2044) loss_rec_all: 0.2225 (0.2301) loss_rec_sfr: 0.2945 (0.3096) loss_cl: -0.2781 (-0.2787) time: 0.7467 data: 0.0002 max mem: 29860 [01:23:07.037020] Epoch: [95] [ 300/2904] eta: 0:34:57 lr: 0.002369 loss: 0.1932 (0.2045) loss_rec_all: 0.2192 (0.2302) loss_rec_sfr: 0.2846 (0.3095) loss_cl: -0.2781 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [01:23:21.948581] Epoch: [95] [ 320/2904] eta: 0:34:31 lr: 0.002369 loss: 0.1930 (0.2043) loss_rec_all: 0.2188 (0.2300) loss_rec_sfr: 0.2981 (0.3098) loss_cl: -0.2782 (-0.2786) time: 0.7455 data: 0.0002 max mem: 29860 [01:23:36.867682] Epoch: [95] [ 340/2904] eta: 0:34:07 lr: 0.002369 loss: 0.1871 (0.2034) loss_rec_all: 0.2134 (0.2291) loss_rec_sfr: 0.2606 (0.3069) loss_cl: -0.2787 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [01:23:51.783287] Epoch: [95] [ 360/2904] eta: 0:33:43 lr: 0.002369 loss: 0.1886 (0.2035) loss_rec_all: 0.2145 (0.2292) loss_rec_sfr: 0.2816 (0.3073) loss_cl: -0.2791 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [01:24:06.700218] Epoch: [95] [ 380/2904] eta: 0:33:21 lr: 0.002369 loss: 0.1933 (0.2033) loss_rec_all: 0.2194 (0.2290) loss_rec_sfr: 0.2835 (0.3066) loss_cl: -0.2787 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [01:24:21.617333] Epoch: [95] [ 400/2904] eta: 0:32:59 lr: 0.002369 loss: 0.1908 (0.2029) loss_rec_all: 0.2171 (0.2286) loss_rec_sfr: 0.2662 (0.3050) loss_cl: -0.2792 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [01:24:36.528631] Epoch: [95] [ 420/2904] eta: 0:32:38 lr: 0.002369 loss: 0.1878 (0.2027) loss_rec_all: 0.2140 (0.2284) loss_rec_sfr: 0.2923 (0.3049) loss_cl: -0.2789 (-0.2786) time: 0.7455 data: 0.0002 max mem: 29860 [01:24:51.442266] Epoch: [95] [ 440/2904] eta: 0:32:17 lr: 0.002369 loss: 0.1910 (0.2025) loss_rec_all: 0.2171 (0.2283) loss_rec_sfr: 0.2834 (0.3043) loss_cl: -0.2796 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [01:25:06.360015] Epoch: [95] [ 460/2904] eta: 0:31:57 lr: 0.002369 loss: 0.1892 (0.2021) loss_rec_all: 0.2153 (0.2279) loss_rec_sfr: 0.2523 (0.3030) loss_cl: -0.2794 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [01:25:21.281984] Epoch: [95] [ 480/2904] eta: 0:31:38 lr: 0.002369 loss: 0.1904 (0.2022) loss_rec_all: 0.2164 (0.2279) loss_rec_sfr: 0.2805 (0.3032) loss_cl: -0.2788 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [01:25:36.198459] Epoch: [95] [ 500/2904] eta: 0:31:19 lr: 0.002369 loss: 0.1881 (0.2021) loss_rec_all: 0.2140 (0.2278) loss_rec_sfr: 0.2868 (0.3035) loss_cl: -0.2791 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [01:25:51.115488] Epoch: [95] [ 520/2904] eta: 0:31:00 lr: 0.002369 loss: 0.1924 (0.2023) loss_rec_all: 0.2185 (0.2280) loss_rec_sfr: 0.2906 (0.3044) loss_cl: -0.2791 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [01:26:06.038183] Epoch: [95] [ 540/2904] eta: 0:30:41 lr: 0.002369 loss: 0.1895 (0.2018) loss_rec_all: 0.2154 (0.2276) loss_rec_sfr: 0.2840 (0.3034) loss_cl: -0.2780 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [01:26:20.960082] Epoch: [95] [ 560/2904] eta: 0:30:23 lr: 0.002369 loss: 0.1915 (0.2017) loss_rec_all: 0.2176 (0.2275) loss_rec_sfr: 0.2715 (0.3030) loss_cl: -0.2780 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [01:26:35.883172] Epoch: [95] [ 580/2904] eta: 0:30:05 lr: 0.002369 loss: 0.1938 (0.2017) loss_rec_all: 0.2195 (0.2275) loss_rec_sfr: 0.2705 (0.3026) loss_cl: -0.2786 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [01:26:50.803060] Epoch: [95] [ 600/2904] eta: 0:29:47 lr: 0.002369 loss: 0.1934 (0.2017) loss_rec_all: 0.2196 (0.2275) loss_rec_sfr: 0.2890 (0.3029) loss_cl: -0.2801 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [01:27:05.717059] Epoch: [95] [ 620/2904] eta: 0:29:29 lr: 0.002369 loss: 0.1937 (0.2018) loss_rec_all: 0.2197 (0.2276) loss_rec_sfr: 0.2832 (0.3033) loss_cl: -0.2794 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [01:27:20.635376] Epoch: [95] [ 640/2904] eta: 0:29:11 lr: 0.002369 loss: 0.1929 (0.2017) loss_rec_all: 0.2191 (0.2274) loss_rec_sfr: 0.2759 (0.3025) loss_cl: -0.2784 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [01:27:35.549824] Epoch: [95] [ 660/2904] eta: 0:28:54 lr: 0.002369 loss: 0.1916 (0.2016) loss_rec_all: 0.2175 (0.2273) loss_rec_sfr: 0.2694 (0.3022) loss_cl: -0.2785 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [01:27:50.463206] Epoch: [95] [ 680/2904] eta: 0:28:37 lr: 0.002369 loss: 0.1950 (0.2019) loss_rec_all: 0.2204 (0.2276) loss_rec_sfr: 0.3026 (0.3032) loss_cl: -0.2784 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [01:28:05.376756] Epoch: [95] [ 700/2904] eta: 0:28:20 lr: 0.002369 loss: 0.1903 (0.2020) loss_rec_all: 0.2162 (0.2277) loss_rec_sfr: 0.2973 (0.3035) loss_cl: -0.2786 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [01:28:20.293359] Epoch: [95] [ 720/2904] eta: 0:28:03 lr: 0.002369 loss: 0.1924 (0.2021) loss_rec_all: 0.2183 (0.2279) loss_rec_sfr: 0.2896 (0.3040) loss_cl: -0.2790 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [01:28:35.208650] Epoch: [95] [ 740/2904] eta: 0:27:46 lr: 0.002369 loss: 0.1892 (0.2023) loss_rec_all: 0.2157 (0.2280) loss_rec_sfr: 0.2950 (0.3046) loss_cl: -0.2799 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [01:28:50.135225] Epoch: [95] [ 760/2904] eta: 0:27:29 lr: 0.002369 loss: 0.1874 (0.2022) loss_rec_all: 0.2138 (0.2279) loss_rec_sfr: 0.2631 (0.3043) loss_cl: -0.2790 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [01:29:05.060188] Epoch: [95] [ 780/2904] eta: 0:27:12 lr: 0.002369 loss: 0.1901 (0.2020) loss_rec_all: 0.2160 (0.2278) loss_rec_sfr: 0.2647 (0.3036) loss_cl: -0.2792 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [01:29:19.986835] Epoch: [95] [ 800/2904] eta: 0:26:56 lr: 0.002369 loss: 0.1942 (0.2020) loss_rec_all: 0.2204 (0.2278) loss_rec_sfr: 0.2821 (0.3034) loss_cl: -0.2785 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [01:29:34.905692] Epoch: [95] [ 820/2904] eta: 0:26:39 lr: 0.002369 loss: 0.1864 (0.2020) loss_rec_all: 0.2126 (0.2278) loss_rec_sfr: 0.2780 (0.3034) loss_cl: -0.2789 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [01:29:49.826146] Epoch: [95] [ 840/2904] eta: 0:26:23 lr: 0.002369 loss: 0.1911 (0.2020) loss_rec_all: 0.2174 (0.2277) loss_rec_sfr: 0.2821 (0.3034) loss_cl: -0.2791 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [01:30:04.747766] Epoch: [95] [ 860/2904] eta: 0:26:07 lr: 0.002369 loss: 0.1946 (0.2020) loss_rec_all: 0.2203 (0.2278) loss_rec_sfr: 0.2862 (0.3038) loss_cl: -0.2783 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [01:30:19.660629] Epoch: [95] [ 880/2904] eta: 0:25:50 lr: 0.002369 loss: 0.1911 (0.2020) loss_rec_all: 0.2168 (0.2278) loss_rec_sfr: 0.2930 (0.3037) loss_cl: -0.2786 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [01:30:34.571097] Epoch: [95] [ 900/2904] eta: 0:25:34 lr: 0.002369 loss: 0.1913 (0.2020) loss_rec_all: 0.2175 (0.2277) loss_rec_sfr: 0.2823 (0.3035) loss_cl: -0.2790 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [01:30:49.485587] Epoch: [95] [ 920/2904] eta: 0:25:18 lr: 0.002369 loss: 0.1947 (0.2019) loss_rec_all: 0.2205 (0.2277) loss_rec_sfr: 0.2820 (0.3034) loss_cl: -0.2782 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [01:31:04.399864] Epoch: [95] [ 940/2904] eta: 0:25:02 lr: 0.002369 loss: 0.1908 (0.2018) loss_rec_all: 0.2168 (0.2276) loss_rec_sfr: 0.2738 (0.3032) loss_cl: -0.2790 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [01:31:19.319194] Epoch: [95] [ 960/2904] eta: 0:24:46 lr: 0.002369 loss: 0.1947 (0.2019) loss_rec_all: 0.2208 (0.2276) loss_rec_sfr: 0.2900 (0.3032) loss_cl: -0.2794 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [01:31:34.231074] Epoch: [95] [ 980/2904] eta: 0:24:30 lr: 0.002369 loss: 0.1901 (0.2018) loss_rec_all: 0.2162 (0.2276) loss_rec_sfr: 0.2725 (0.3032) loss_cl: -0.2786 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [01:31:49.148139] Epoch: [95] [1000/2904] eta: 0:24:14 lr: 0.002369 loss: 0.1923 (0.2019) loss_rec_all: 0.2180 (0.2276) loss_rec_sfr: 0.2791 (0.3032) loss_cl: -0.2788 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [01:32:04.064956] Epoch: [95] [1020/2904] eta: 0:23:58 lr: 0.002369 loss: 0.1931 (0.2018) loss_rec_all: 0.2193 (0.2276) loss_rec_sfr: 0.2686 (0.3029) loss_cl: -0.2795 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [01:32:18.980827] Epoch: [95] [1040/2904] eta: 0:23:42 lr: 0.002369 loss: 0.1898 (0.2017) loss_rec_all: 0.2158 (0.2275) loss_rec_sfr: 0.2904 (0.3028) loss_cl: -0.2791 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [01:32:33.901661] Epoch: [95] [1060/2904] eta: 0:23:26 lr: 0.002369 loss: 0.1920 (0.2017) loss_rec_all: 0.2182 (0.2274) loss_rec_sfr: 0.2720 (0.3024) loss_cl: -0.2791 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [01:32:48.816851] Epoch: [95] [1080/2904] eta: 0:23:10 lr: 0.002369 loss: 0.1894 (0.2015) loss_rec_all: 0.2156 (0.2273) loss_rec_sfr: 0.2476 (0.3018) loss_cl: -0.2788 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [01:33:03.741043] Epoch: [95] [1100/2904] eta: 0:22:54 lr: 0.002369 loss: 0.1869 (0.2015) loss_rec_all: 0.2128 (0.2273) loss_rec_sfr: 0.2599 (0.3017) loss_cl: -0.2790 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [01:33:18.664773] Epoch: [95] [1120/2904] eta: 0:22:39 lr: 0.002369 loss: 0.1939 (0.2015) loss_rec_all: 0.2198 (0.2273) loss_rec_sfr: 0.2728 (0.3017) loss_cl: -0.2784 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [01:33:33.580830] Epoch: [95] [1140/2904] eta: 0:22:23 lr: 0.002369 loss: 0.1951 (0.2017) loss_rec_all: 0.2212 (0.2274) loss_rec_sfr: 0.2996 (0.3021) loss_cl: -0.2780 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [01:33:48.497666] Epoch: [95] [1160/2904] eta: 0:22:07 lr: 0.002369 loss: 0.1931 (0.2017) loss_rec_all: 0.2190 (0.2275) loss_rec_sfr: 0.2952 (0.3024) loss_cl: -0.2800 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [01:34:03.414034] Epoch: [95] [1180/2904] eta: 0:21:52 lr: 0.002369 loss: 0.1900 (0.2017) loss_rec_all: 0.2157 (0.2275) loss_rec_sfr: 0.2810 (0.3024) loss_cl: -0.2784 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [01:34:18.327688] Epoch: [95] [1200/2904] eta: 0:21:36 lr: 0.002369 loss: 0.1959 (0.2018) loss_rec_all: 0.2225 (0.2276) loss_rec_sfr: 0.2920 (0.3026) loss_cl: -0.2790 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [01:34:33.246069] Epoch: [95] [1220/2904] eta: 0:21:20 lr: 0.002369 loss: 0.1907 (0.2018) loss_rec_all: 0.2169 (0.2275) loss_rec_sfr: 0.2661 (0.3023) loss_cl: -0.2800 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [01:34:48.157295] Epoch: [95] [1240/2904] eta: 0:21:05 lr: 0.002369 loss: 0.1937 (0.2018) loss_rec_all: 0.2194 (0.2276) loss_rec_sfr: 0.2841 (0.3025) loss_cl: -0.2790 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [01:35:03.081356] Epoch: [95] [1260/2904] eta: 0:20:49 lr: 0.002369 loss: 0.1893 (0.2017) loss_rec_all: 0.2154 (0.2274) loss_rec_sfr: 0.2504 (0.3019) loss_cl: -0.2786 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [01:35:18.001472] Epoch: [95] [1280/2904] eta: 0:20:33 lr: 0.002369 loss: 0.1907 (0.2017) loss_rec_all: 0.2170 (0.2274) loss_rec_sfr: 0.2886 (0.3020) loss_cl: -0.2778 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [01:35:32.918434] Epoch: [95] [1300/2904] eta: 0:20:18 lr: 0.002369 loss: 0.1906 (0.2018) loss_rec_all: 0.2168 (0.2275) loss_rec_sfr: 0.2499 (0.3021) loss_cl: -0.2782 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [01:35:47.834260] Epoch: [95] [1320/2904] eta: 0:20:02 lr: 0.002369 loss: 0.1894 (0.2018) loss_rec_all: 0.2152 (0.2275) loss_rec_sfr: 0.2799 (0.3021) loss_cl: -0.2786 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [01:36:02.751358] Epoch: [95] [1340/2904] eta: 0:19:47 lr: 0.002369 loss: 0.1940 (0.2018) loss_rec_all: 0.2202 (0.2275) loss_rec_sfr: 0.2848 (0.3022) loss_cl: -0.2791 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [01:36:17.666768] Epoch: [95] [1360/2904] eta: 0:19:31 lr: 0.002369 loss: 0.1903 (0.2016) loss_rec_all: 0.2168 (0.2274) loss_rec_sfr: 0.2515 (0.3017) loss_cl: -0.2794 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [01:36:32.581851] Epoch: [95] [1380/2904] eta: 0:19:16 lr: 0.002369 loss: 0.1919 (0.2016) loss_rec_all: 0.2180 (0.2274) loss_rec_sfr: 0.2737 (0.3016) loss_cl: -0.2784 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [01:36:47.498403] Epoch: [95] [1400/2904] eta: 0:19:00 lr: 0.002369 loss: 0.1919 (0.2015) loss_rec_all: 0.2184 (0.2273) loss_rec_sfr: 0.2794 (0.3012) loss_cl: -0.2796 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [01:37:02.414964] Epoch: [95] [1420/2904] eta: 0:18:45 lr: 0.002369 loss: 0.1920 (0.2016) loss_rec_all: 0.2180 (0.2274) loss_rec_sfr: 0.2899 (0.3015) loss_cl: -0.2790 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [01:37:17.331535] Epoch: [95] [1440/2904] eta: 0:18:30 lr: 0.002369 loss: 0.1958 (0.2018) loss_rec_all: 0.2214 (0.2275) loss_rec_sfr: 0.2929 (0.3020) loss_cl: -0.2793 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [01:37:32.254399] Epoch: [95] [1460/2904] eta: 0:18:14 lr: 0.002369 loss: 0.1922 (0.2017) loss_rec_all: 0.2178 (0.2275) loss_rec_sfr: 0.2888 (0.3019) loss_cl: -0.2789 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [01:37:47.169763] Epoch: [95] [1480/2904] eta: 0:17:59 lr: 0.002369 loss: 0.1937 (0.2017) loss_rec_all: 0.2195 (0.2275) loss_rec_sfr: 0.2831 (0.3020) loss_cl: -0.2782 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [01:38:02.088481] Epoch: [95] [1500/2904] eta: 0:17:43 lr: 0.002369 loss: 0.1918 (0.2017) loss_rec_all: 0.2179 (0.2275) loss_rec_sfr: 0.2665 (0.3017) loss_cl: -0.2787 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [01:38:17.001201] Epoch: [95] [1520/2904] eta: 0:17:28 lr: 0.002369 loss: 0.1902 (0.2017) loss_rec_all: 0.2161 (0.2275) loss_rec_sfr: 0.2878 (0.3017) loss_cl: -0.2785 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [01:38:31.917213] Epoch: [95] [1540/2904] eta: 0:17:13 lr: 0.002369 loss: 0.1885 (0.2016) loss_rec_all: 0.2142 (0.2274) loss_rec_sfr: 0.2733 (0.3014) loss_cl: -0.2783 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [01:38:46.829042] Epoch: [95] [1560/2904] eta: 0:16:57 lr: 0.002369 loss: 0.1895 (0.2017) loss_rec_all: 0.2153 (0.2274) loss_rec_sfr: 0.2799 (0.3015) loss_cl: -0.2785 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [01:39:01.751073] Epoch: [95] [1580/2904] eta: 0:16:42 lr: 0.002369 loss: 0.1897 (0.2016) loss_rec_all: 0.2155 (0.2273) loss_rec_sfr: 0.2809 (0.3013) loss_cl: -0.2794 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [01:39:16.672203] Epoch: [95] [1600/2904] eta: 0:16:27 lr: 0.002369 loss: 0.1945 (0.2016) loss_rec_all: 0.2205 (0.2274) loss_rec_sfr: 0.2761 (0.3014) loss_cl: -0.2786 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [01:39:31.590412] Epoch: [95] [1620/2904] eta: 0:16:11 lr: 0.002368 loss: 0.1934 (0.2016) loss_rec_all: 0.2195 (0.2274) loss_rec_sfr: 0.2688 (0.3012) loss_cl: -0.2789 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [01:39:46.505708] Epoch: [95] [1640/2904] eta: 0:15:56 lr: 0.002368 loss: 0.1896 (0.2017) loss_rec_all: 0.2154 (0.2274) loss_rec_sfr: 0.2980 (0.3015) loss_cl: -0.2792 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [01:40:01.419541] Epoch: [95] [1660/2904] eta: 0:15:41 lr: 0.002368 loss: 0.1884 (0.2017) loss_rec_all: 0.2143 (0.2274) loss_rec_sfr: 0.2922 (0.3016) loss_cl: -0.2795 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [01:40:16.338328] Epoch: [95] [1680/2904] eta: 0:15:25 lr: 0.002368 loss: 0.1947 (0.2017) loss_rec_all: 0.2205 (0.2275) loss_rec_sfr: 0.2975 (0.3017) loss_cl: -0.2788 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [01:40:31.253764] Epoch: [95] [1700/2904] eta: 0:15:10 lr: 0.002368 loss: 0.1940 (0.2018) loss_rec_all: 0.2199 (0.2275) loss_rec_sfr: 0.2835 (0.3018) loss_cl: -0.2783 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [01:40:46.171853] Epoch: [95] [1720/2904] eta: 0:14:55 lr: 0.002368 loss: 0.1912 (0.2017) loss_rec_all: 0.2175 (0.2275) loss_rec_sfr: 0.2784 (0.3016) loss_cl: -0.2790 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [01:41:01.091877] Epoch: [95] [1740/2904] eta: 0:14:40 lr: 0.002368 loss: 0.1909 (0.2017) loss_rec_all: 0.2167 (0.2274) loss_rec_sfr: 0.2621 (0.3014) loss_cl: -0.2793 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [01:41:16.010123] Epoch: [95] [1760/2904] eta: 0:14:24 lr: 0.002368 loss: 0.1918 (0.2016) loss_rec_all: 0.2180 (0.2274) loss_rec_sfr: 0.2714 (0.3013) loss_cl: -0.2792 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [01:41:30.931202] Epoch: [95] [1780/2904] eta: 0:14:09 lr: 0.002368 loss: 0.1910 (0.2016) loss_rec_all: 0.2169 (0.2273) loss_rec_sfr: 0.2955 (0.3012) loss_cl: -0.2797 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [01:41:45.851650] Epoch: [95] [1800/2904] eta: 0:13:54 lr: 0.002368 loss: 0.1913 (0.2016) loss_rec_all: 0.2176 (0.2273) loss_rec_sfr: 0.2945 (0.3013) loss_cl: -0.2782 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [01:42:00.768471] Epoch: [95] [1820/2904] eta: 0:13:39 lr: 0.002368 loss: 0.1907 (0.2015) loss_rec_all: 0.2171 (0.2273) loss_rec_sfr: 0.2519 (0.3011) loss_cl: -0.2784 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [01:42:15.684646] Epoch: [95] [1840/2904] eta: 0:13:23 lr: 0.002368 loss: 0.1973 (0.2015) loss_rec_all: 0.2234 (0.2273) loss_rec_sfr: 0.2717 (0.3010) loss_cl: -0.2784 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [01:42:30.602502] Epoch: [95] [1860/2904] eta: 0:13:08 lr: 0.002368 loss: 0.1922 (0.2016) loss_rec_all: 0.2180 (0.2274) loss_rec_sfr: 0.2568 (0.3011) loss_cl: -0.2796 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [01:42:45.501539] Epoch: [95] [1880/2904] eta: 0:12:53 lr: 0.002368 loss: 0.2068 (0.2018) loss_rec_all: 0.2328 (0.2275) loss_rec_sfr: 0.2826 (0.3013) loss_cl: -0.2792 (-0.2787) time: 0.7449 data: 0.0002 max mem: 29860 [01:43:00.415584] Epoch: [95] [1900/2904] eta: 0:12:38 lr: 0.002368 loss: 0.2376 (0.2023) loss_rec_all: 0.2628 (0.2281) loss_rec_sfr: 0.3628 (0.3020) loss_cl: -0.2779 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [01:43:15.333827] Epoch: [95] [1920/2904] eta: 0:12:23 lr: 0.002368 loss: 0.2477 (0.2029) loss_rec_all: 0.2729 (0.2287) loss_rec_sfr: 0.3239 (0.3026) loss_cl: -0.2786 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [01:43:30.242202] Epoch: [95] [1940/2904] eta: 0:12:07 lr: 0.002368 loss: 0.2253 (0.2033) loss_rec_all: 0.2512 (0.2290) loss_rec_sfr: 0.3257 (0.3031) loss_cl: -0.2776 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [01:43:45.160635] Epoch: [95] [1960/2904] eta: 0:11:52 lr: 0.002368 loss: 0.2075 (0.2033) loss_rec_all: 0.2336 (0.2291) loss_rec_sfr: 0.3025 (0.3031) loss_cl: -0.2798 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [01:44:00.078386] Epoch: [95] [1980/2904] eta: 0:11:37 lr: 0.002368 loss: 0.2050 (0.2034) loss_rec_all: 0.2309 (0.2292) loss_rec_sfr: 0.2878 (0.3033) loss_cl: -0.2782 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [01:44:14.995330] Epoch: [95] [2000/2904] eta: 0:11:22 lr: 0.002368 loss: 0.1963 (0.2035) loss_rec_all: 0.2226 (0.2292) loss_rec_sfr: 0.2793 (0.3032) loss_cl: -0.2784 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [01:44:29.913186] Epoch: [95] [2020/2904] eta: 0:11:07 lr: 0.002368 loss: 0.1958 (0.2035) loss_rec_all: 0.2222 (0.2292) loss_rec_sfr: 0.2827 (0.3031) loss_cl: -0.2792 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [01:44:44.828907] Epoch: [95] [2040/2904] eta: 0:10:51 lr: 0.002368 loss: 0.1922 (0.2034) loss_rec_all: 0.2180 (0.2292) loss_rec_sfr: 0.2764 (0.3029) loss_cl: -0.2788 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [01:44:59.740479] Epoch: [95] [2060/2904] eta: 0:10:36 lr: 0.002368 loss: 0.1892 (0.2034) loss_rec_all: 0.2155 (0.2291) loss_rec_sfr: 0.2737 (0.3028) loss_cl: -0.2790 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [01:45:14.652160] Epoch: [95] [2080/2904] eta: 0:10:21 lr: 0.002368 loss: 0.1909 (0.2034) loss_rec_all: 0.2166 (0.2292) loss_rec_sfr: 0.2792 (0.3030) loss_cl: -0.2784 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [01:45:29.563881] Epoch: [95] [2100/2904] eta: 0:10:06 lr: 0.002368 loss: 0.1896 (0.2034) loss_rec_all: 0.2157 (0.2292) loss_rec_sfr: 0.2735 (0.3029) loss_cl: -0.2778 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [01:45:44.480758] Epoch: [95] [2120/2904] eta: 0:09:51 lr: 0.002368 loss: 0.1936 (0.2034) loss_rec_all: 0.2198 (0.2292) loss_rec_sfr: 0.2847 (0.3030) loss_cl: -0.2794 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [01:45:59.397800] Epoch: [95] [2140/2904] eta: 0:09:36 lr: 0.002368 loss: 0.1881 (0.2034) loss_rec_all: 0.2145 (0.2291) loss_rec_sfr: 0.2472 (0.3029) loss_cl: -0.2792 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [01:46:14.319867] Epoch: [95] [2160/2904] eta: 0:09:21 lr: 0.002368 loss: 0.1946 (0.2033) loss_rec_all: 0.2207 (0.2291) loss_rec_sfr: 0.2782 (0.3029) loss_cl: -0.2799 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [01:46:29.244540] Epoch: [95] [2180/2904] eta: 0:09:05 lr: 0.002368 loss: 0.1881 (0.2033) loss_rec_all: 0.2143 (0.2290) loss_rec_sfr: 0.2717 (0.3027) loss_cl: -0.2790 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [01:46:44.169915] Epoch: [95] [2200/2904] eta: 0:08:50 lr: 0.002368 loss: 0.2014 (0.2034) loss_rec_all: 0.2272 (0.2292) loss_rec_sfr: 0.2822 (0.3030) loss_cl: -0.2778 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [01:46:59.094254] Epoch: [95] [2220/2904] eta: 0:08:35 lr: 0.002368 loss: 0.1932 (0.2034) loss_rec_all: 0.2194 (0.2292) loss_rec_sfr: 0.2762 (0.3031) loss_cl: -0.2779 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [01:47:14.008356] Epoch: [95] [2240/2904] eta: 0:08:20 lr: 0.002368 loss: 0.1926 (0.2034) loss_rec_all: 0.2184 (0.2292) loss_rec_sfr: 0.2986 (0.3033) loss_cl: -0.2793 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [01:47:28.930201] Epoch: [95] [2260/2904] eta: 0:08:05 lr: 0.002368 loss: 0.1894 (0.2033) loss_rec_all: 0.2151 (0.2291) loss_rec_sfr: 0.2685 (0.3030) loss_cl: -0.2776 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [01:47:43.848628] Epoch: [95] [2280/2904] eta: 0:07:50 lr: 0.002368 loss: 0.1895 (0.2034) loss_rec_all: 0.2156 (0.2291) loss_rec_sfr: 0.2787 (0.3031) loss_cl: -0.2791 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [01:47:58.766616] Epoch: [95] [2300/2904] eta: 0:07:35 lr: 0.002368 loss: 0.1922 (0.2034) loss_rec_all: 0.2179 (0.2291) loss_rec_sfr: 0.2950 (0.3032) loss_cl: -0.2780 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [01:48:13.683101] Epoch: [95] [2320/2904] eta: 0:07:20 lr: 0.002368 loss: 0.1900 (0.2034) loss_rec_all: 0.2157 (0.2291) loss_rec_sfr: 0.2854 (0.3033) loss_cl: -0.2788 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [01:48:28.600961] Epoch: [95] [2340/2904] eta: 0:07:04 lr: 0.002368 loss: 0.1937 (0.2034) loss_rec_all: 0.2197 (0.2292) loss_rec_sfr: 0.3015 (0.3036) loss_cl: -0.2795 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [01:48:43.516303] Epoch: [95] [2360/2904] eta: 0:06:49 lr: 0.002368 loss: 0.1944 (0.2035) loss_rec_all: 0.2208 (0.2292) loss_rec_sfr: 0.2890 (0.3037) loss_cl: -0.2788 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [01:48:58.430775] Epoch: [95] [2380/2904] eta: 0:06:34 lr: 0.002368 loss: 0.1923 (0.2034) loss_rec_all: 0.2181 (0.2292) loss_rec_sfr: 0.2782 (0.3036) loss_cl: -0.2793 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [01:49:13.349538] Epoch: [95] [2400/2904] eta: 0:06:19 lr: 0.002368 loss: 0.1922 (0.2035) loss_rec_all: 0.2178 (0.2292) loss_rec_sfr: 0.2873 (0.3037) loss_cl: -0.2785 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [01:49:28.266699] Epoch: [95] [2420/2904] eta: 0:06:04 lr: 0.002368 loss: 0.1963 (0.2036) loss_rec_all: 0.2221 (0.2293) loss_rec_sfr: 0.2856 (0.3040) loss_cl: -0.2780 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [01:49:43.186365] Epoch: [95] [2440/2904] eta: 0:05:49 lr: 0.002368 loss: 0.1983 (0.2036) loss_rec_all: 0.2238 (0.2294) loss_rec_sfr: 0.3024 (0.3043) loss_cl: -0.2786 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [01:49:58.101847] Epoch: [95] [2460/2904] eta: 0:05:34 lr: 0.002368 loss: 0.1896 (0.2037) loss_rec_all: 0.2152 (0.2294) loss_rec_sfr: 0.2915 (0.3044) loss_cl: -0.2786 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [01:50:13.012738] Epoch: [95] [2480/2904] eta: 0:05:19 lr: 0.002368 loss: 0.1893 (0.2036) loss_rec_all: 0.2155 (0.2294) loss_rec_sfr: 0.2856 (0.3044) loss_cl: -0.2781 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [01:50:27.931231] Epoch: [95] [2500/2904] eta: 0:05:04 lr: 0.002368 loss: 0.1952 (0.2036) loss_rec_all: 0.2211 (0.2294) loss_rec_sfr: 0.2768 (0.3044) loss_cl: -0.2788 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [01:50:42.853628] Epoch: [95] [2520/2904] eta: 0:04:49 lr: 0.002368 loss: 0.1900 (0.2036) loss_rec_all: 0.2161 (0.2294) loss_rec_sfr: 0.2921 (0.3045) loss_cl: -0.2787 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [01:50:57.770711] Epoch: [95] [2540/2904] eta: 0:04:34 lr: 0.002368 loss: 0.1926 (0.2036) loss_rec_all: 0.2181 (0.2293) loss_rec_sfr: 0.2766 (0.3043) loss_cl: -0.2795 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [01:51:12.684188] Epoch: [95] [2560/2904] eta: 0:04:18 lr: 0.002368 loss: 0.1956 (0.2036) loss_rec_all: 0.2213 (0.2293) loss_rec_sfr: 0.2740 (0.3043) loss_cl: -0.2789 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [01:51:27.600999] Epoch: [95] [2580/2904] eta: 0:04:03 lr: 0.002368 loss: 0.1932 (0.2036) loss_rec_all: 0.2193 (0.2293) loss_rec_sfr: 0.2830 (0.3044) loss_cl: -0.2787 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [01:51:42.513240] Epoch: [95] [2600/2904] eta: 0:03:48 lr: 0.002368 loss: 0.1934 (0.2036) loss_rec_all: 0.2193 (0.2293) loss_rec_sfr: 0.2815 (0.3044) loss_cl: -0.2787 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [01:51:57.435583] Epoch: [95] [2620/2904] eta: 0:03:33 lr: 0.002368 loss: 0.1971 (0.2036) loss_rec_all: 0.2227 (0.2294) loss_rec_sfr: 0.2838 (0.3045) loss_cl: -0.2783 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [01:52:12.351323] Epoch: [95] [2640/2904] eta: 0:03:18 lr: 0.002368 loss: 0.2023 (0.2037) loss_rec_all: 0.2281 (0.2295) loss_rec_sfr: 0.2892 (0.3047) loss_cl: -0.2777 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [01:52:27.270395] Epoch: [95] [2660/2904] eta: 0:03:03 lr: 0.002368 loss: 0.1908 (0.2037) loss_rec_all: 0.2165 (0.2294) loss_rec_sfr: 0.2949 (0.3048) loss_cl: -0.2795 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [01:52:42.200853] Epoch: [95] [2680/2904] eta: 0:02:48 lr: 0.002368 loss: 0.1893 (0.2037) loss_rec_all: 0.2151 (0.2294) loss_rec_sfr: 0.2697 (0.3047) loss_cl: -0.2801 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [01:52:57.118463] Epoch: [95] [2700/2904] eta: 0:02:33 lr: 0.002368 loss: 0.1895 (0.2036) loss_rec_all: 0.2156 (0.2294) loss_rec_sfr: 0.2666 (0.3046) loss_cl: -0.2785 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [01:53:12.035856] Epoch: [95] [2720/2904] eta: 0:02:18 lr: 0.002368 loss: 0.1991 (0.2037) loss_rec_all: 0.2251 (0.2294) loss_rec_sfr: 0.2813 (0.3046) loss_cl: -0.2781 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [01:53:26.956663] Epoch: [95] [2740/2904] eta: 0:02:03 lr: 0.002368 loss: 0.1905 (0.2036) loss_rec_all: 0.2164 (0.2294) loss_rec_sfr: 0.2698 (0.3044) loss_cl: -0.2780 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [01:53:41.868547] Epoch: [95] [2760/2904] eta: 0:01:48 lr: 0.002368 loss: 0.1921 (0.2036) loss_rec_all: 0.2183 (0.2294) loss_rec_sfr: 0.2617 (0.3044) loss_cl: -0.2788 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [01:53:56.780569] Epoch: [95] [2780/2904] eta: 0:01:33 lr: 0.002368 loss: 0.1879 (0.2036) loss_rec_all: 0.2142 (0.2293) loss_rec_sfr: 0.2718 (0.3042) loss_cl: -0.2793 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [01:54:11.696630] Epoch: [95] [2800/2904] eta: 0:01:18 lr: 0.002368 loss: 0.2007 (0.2037) loss_rec_all: 0.2268 (0.2294) loss_rec_sfr: 0.3022 (0.3046) loss_cl: -0.2788 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [01:54:26.619516] Epoch: [95] [2820/2904] eta: 0:01:03 lr: 0.002368 loss: 0.1909 (0.2036) loss_rec_all: 0.2170 (0.2294) loss_rec_sfr: 0.2614 (0.3044) loss_cl: -0.2792 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [01:54:41.569663] Epoch: [95] [2840/2904] eta: 0:00:48 lr: 0.002368 loss: 0.1896 (0.2036) loss_rec_all: 0.2159 (0.2293) loss_rec_sfr: 0.2720 (0.3044) loss_cl: -0.2797 (-0.2787) time: 0.7475 data: 0.0023 max mem: 29860 [01:54:56.470264] Epoch: [95] [2860/2904] eta: 0:00:33 lr: 0.002368 loss: 0.1951 (0.2036) loss_rec_all: 0.2208 (0.2294) loss_rec_sfr: 0.2778 (0.3044) loss_cl: -0.2790 (-0.2787) time: 0.7450 data: 0.0001 max mem: 29860 [01:55:11.369653] Epoch: [95] [2880/2904] eta: 0:00:18 lr: 0.002368 loss: 0.1919 (0.2036) loss_rec_all: 0.2181 (0.2294) loss_rec_sfr: 0.2764 (0.3044) loss_cl: -0.2793 (-0.2787) time: 0.7449 data: 0.0001 max mem: 29860 [01:55:26.270617] Epoch: [95] [2900/2904] eta: 0:00:03 lr: 0.002368 loss: 0.1946 (0.2037) loss_rec_all: 0.2206 (0.2294) loss_rec_sfr: 0.2953 (0.3046) loss_cl: -0.2787 (-0.2787) time: 0.7450 data: 0.0001 max mem: 29860 [01:55:28.512280] Epoch: [95] [2903/2904] eta: 0:00:00 lr: 0.002368 loss: 0.1968 (0.2037) loss_rec_all: 0.2231 (0.2294) loss_rec_sfr: 0.2850 (0.3046) loss_cl: -0.2788 (-0.2787) time: 0.7450 data: 0.0001 max mem: 29860 [01:55:30.570131] Epoch: [95] Total time: 0:36:25 (0.7527 s / it) [01:55:30.571336] Averaged stats: lr: 0.002368 loss: 0.1968 (0.2057) loss_rec_all: 0.2231 (0.2291) loss_rec_sfr: 0.2850 (0.3032) loss_cl: -0.2788 (-0.2555) [01:55:30.576032] log_dir: ./checkpoint/VF2_ViT-B [01:55:48.013127] Epoch: [96] [ 0/2904] eta: 14:03:53 lr: 0.002368 loss: 0.1859 (0.1859) loss_rec_all: 0.2114 (0.2114) loss_rec_sfr: 0.3079 (0.3079) loss_cl: -0.2769 (-0.2769) time: 17.4359 data: 15.8817 max mem: 29860 [01:56:03.965145] Epoch: [96] [ 20/2904] eta: 1:16:25 lr: 0.002368 loss: 0.1892 (0.1988) loss_rec_all: 0.2155 (0.2246) loss_rec_sfr: 0.2826 (0.2959) loss_cl: -0.2786 (-0.2787) time: 0.7976 data: 0.0002 max mem: 29860 [01:56:18.843532] Epoch: [96] [ 40/2904] eta: 0:56:11 lr: 0.002368 loss: 0.1913 (0.2010) loss_rec_all: 0.2171 (0.2267) loss_rec_sfr: 0.2977 (0.3073) loss_cl: -0.2789 (-0.2788) time: 0.7439 data: 0.0002 max mem: 29860 [01:56:33.734212] Epoch: [96] [ 60/2904] eta: 0:49:04 lr: 0.002368 loss: 0.1939 (0.2003) loss_rec_all: 0.2196 (0.2261) loss_rec_sfr: 0.2791 (0.2999) loss_cl: -0.2782 (-0.2786) time: 0.7445 data: 0.0002 max mem: 29860 [01:56:48.629414] Epoch: [96] [ 80/2904] eta: 0:45:21 lr: 0.002368 loss: 0.1958 (0.2021) loss_rec_all: 0.2214 (0.2279) loss_rec_sfr: 0.2917 (0.3068) loss_cl: -0.2793 (-0.2788) time: 0.7447 data: 0.0002 max mem: 29860 [01:57:03.544148] Epoch: [96] [ 100/2904] eta: 0:43:00 lr: 0.002368 loss: 0.1904 (0.2022) loss_rec_all: 0.2168 (0.2279) loss_rec_sfr: 0.2946 (0.3069) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [01:57:18.462238] Epoch: [96] [ 120/2904] eta: 0:41:22 lr: 0.002368 loss: 0.1907 (0.2021) loss_rec_all: 0.2171 (0.2279) loss_rec_sfr: 0.2777 (0.3059) loss_cl: -0.2796 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [01:57:33.378955] Epoch: [96] [ 140/2904] eta: 0:40:07 lr: 0.002368 loss: 0.1908 (0.2018) loss_rec_all: 0.2171 (0.2275) loss_rec_sfr: 0.2737 (0.3041) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [01:57:48.293065] Epoch: [96] [ 160/2904] eta: 0:39:07 lr: 0.002368 loss: 0.1900 (0.2006) loss_rec_all: 0.2159 (0.2263) loss_rec_sfr: 0.2892 (0.3010) loss_cl: -0.2784 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [01:58:03.212832] Epoch: [96] [ 180/2904] eta: 0:38:17 lr: 0.002368 loss: 0.1900 (0.2008) loss_rec_all: 0.2163 (0.2266) loss_rec_sfr: 0.2519 (0.3000) loss_cl: -0.2781 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [01:58:18.129710] Epoch: [96] [ 200/2904] eta: 0:37:33 lr: 0.002368 loss: 0.1891 (0.2000) loss_rec_all: 0.2153 (0.2258) loss_rec_sfr: 0.2936 (0.2989) loss_cl: -0.2804 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [01:58:33.059785] Epoch: [96] [ 220/2904] eta: 0:36:56 lr: 0.002368 loss: 0.1918 (0.1999) loss_rec_all: 0.2177 (0.2257) loss_rec_sfr: 0.2768 (0.2981) loss_cl: -0.2795 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [01:58:47.998131] Epoch: [96] [ 240/2904] eta: 0:36:22 lr: 0.002368 loss: 0.1905 (0.2001) loss_rec_all: 0.2165 (0.2258) loss_rec_sfr: 0.2861 (0.2985) loss_cl: -0.2791 (-0.2788) time: 0.7469 data: 0.0002 max mem: 29860 [01:59:02.914098] Epoch: [96] [ 260/2904] eta: 0:35:50 lr: 0.002368 loss: 0.1905 (0.1995) loss_rec_all: 0.2167 (0.2253) loss_rec_sfr: 0.2507 (0.2964) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [01:59:17.833639] Epoch: [96] [ 280/2904] eta: 0:35:22 lr: 0.002368 loss: 0.1917 (0.1996) loss_rec_all: 0.2177 (0.2254) loss_rec_sfr: 0.2808 (0.2971) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [01:59:32.754168] Epoch: [96] [ 300/2904] eta: 0:34:55 lr: 0.002368 loss: 0.1926 (0.2000) loss_rec_all: 0.2190 (0.2258) loss_rec_sfr: 0.2744 (0.2977) loss_cl: -0.2797 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [01:59:47.677682] Epoch: [96] [ 320/2904] eta: 0:34:29 lr: 0.002368 loss: 0.1896 (0.1997) loss_rec_all: 0.2158 (0.2255) loss_rec_sfr: 0.2896 (0.2970) loss_cl: -0.2801 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [02:00:02.601570] Epoch: [96] [ 340/2904] eta: 0:34:05 lr: 0.002368 loss: 0.1962 (0.2007) loss_rec_all: 0.2220 (0.2264) loss_rec_sfr: 0.2973 (0.3005) loss_cl: -0.2777 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [02:00:17.525771] Epoch: [96] [ 360/2904] eta: 0:33:42 lr: 0.002368 loss: 0.1915 (0.2004) loss_rec_all: 0.2174 (0.2262) loss_rec_sfr: 0.2961 (0.2998) loss_cl: -0.2770 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [02:00:32.451884] Epoch: [96] [ 380/2904] eta: 0:33:19 lr: 0.002368 loss: 0.1913 (0.2007) loss_rec_all: 0.2173 (0.2265) loss_rec_sfr: 0.2867 (0.3007) loss_cl: -0.2784 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [02:00:47.371958] Epoch: [96] [ 400/2904] eta: 0:32:58 lr: 0.002368 loss: 0.1925 (0.2010) loss_rec_all: 0.2184 (0.2268) loss_rec_sfr: 0.3022 (0.3019) loss_cl: -0.2806 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [02:01:02.297987] Epoch: [96] [ 420/2904] eta: 0:32:37 lr: 0.002368 loss: 0.1932 (0.2013) loss_rec_all: 0.2192 (0.2271) loss_rec_sfr: 0.2779 (0.3023) loss_cl: -0.2795 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [02:01:17.215871] Epoch: [96] [ 440/2904] eta: 0:32:16 lr: 0.002368 loss: 0.1916 (0.2015) loss_rec_all: 0.2178 (0.2272) loss_rec_sfr: 0.3040 (0.3031) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [02:01:32.135351] Epoch: [96] [ 460/2904] eta: 0:31:56 lr: 0.002368 loss: 0.1923 (0.2018) loss_rec_all: 0.2184 (0.2275) loss_rec_sfr: 0.2741 (0.3035) loss_cl: -0.2779 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [02:01:47.057839] Epoch: [96] [ 480/2904] eta: 0:31:37 lr: 0.002368 loss: 0.1954 (0.2019) loss_rec_all: 0.2211 (0.2277) loss_rec_sfr: 0.2817 (0.3039) loss_cl: -0.2782 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [02:02:01.976653] Epoch: [96] [ 500/2904] eta: 0:31:17 lr: 0.002368 loss: 0.1909 (0.2020) loss_rec_all: 0.2169 (0.2278) loss_rec_sfr: 0.3036 (0.3045) loss_cl: -0.2781 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [02:02:16.891808] Epoch: [96] [ 520/2904] eta: 0:30:59 lr: 0.002368 loss: 0.1921 (0.2022) loss_rec_all: 0.2183 (0.2280) loss_rec_sfr: 0.2945 (0.3053) loss_cl: -0.2787 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [02:02:31.815388] Epoch: [96] [ 540/2904] eta: 0:30:40 lr: 0.002368 loss: 0.1906 (0.2020) loss_rec_all: 0.2165 (0.2277) loss_rec_sfr: 0.2724 (0.3043) loss_cl: -0.2794 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [02:02:46.735602] Epoch: [96] [ 560/2904] eta: 0:30:22 lr: 0.002368 loss: 0.1946 (0.2020) loss_rec_all: 0.2207 (0.2277) loss_rec_sfr: 0.2734 (0.3036) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [02:03:01.655401] Epoch: [96] [ 580/2904] eta: 0:30:04 lr: 0.002368 loss: 0.1910 (0.2019) loss_rec_all: 0.2169 (0.2276) loss_rec_sfr: 0.2811 (0.3035) loss_cl: -0.2795 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [02:03:16.574328] Epoch: [96] [ 600/2904] eta: 0:29:46 lr: 0.002368 loss: 0.1916 (0.2017) loss_rec_all: 0.2178 (0.2274) loss_rec_sfr: 0.2730 (0.3028) loss_cl: -0.2781 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [02:03:31.491092] Epoch: [96] [ 620/2904] eta: 0:29:28 lr: 0.002368 loss: 0.1920 (0.2019) loss_rec_all: 0.2177 (0.2277) loss_rec_sfr: 0.3004 (0.3036) loss_cl: -0.2783 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [02:03:46.412689] Epoch: [96] [ 640/2904] eta: 0:29:11 lr: 0.002368 loss: 0.1898 (0.2019) loss_rec_all: 0.2157 (0.2276) loss_rec_sfr: 0.2395 (0.3029) loss_cl: -0.2791 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [02:04:01.336644] Epoch: [96] [ 660/2904] eta: 0:28:53 lr: 0.002368 loss: 0.1909 (0.2016) loss_rec_all: 0.2173 (0.2274) loss_rec_sfr: 0.2778 (0.3018) loss_cl: -0.2793 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [02:04:16.260063] Epoch: [96] [ 680/2904] eta: 0:28:36 lr: 0.002368 loss: 0.1915 (0.2016) loss_rec_all: 0.2177 (0.2273) loss_rec_sfr: 0.2751 (0.3012) loss_cl: -0.2789 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [02:04:31.178785] Epoch: [96] [ 700/2904] eta: 0:28:19 lr: 0.002368 loss: 0.1895 (0.2015) loss_rec_all: 0.2153 (0.2272) loss_rec_sfr: 0.2567 (0.3005) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [02:04:46.106402] Epoch: [96] [ 720/2904] eta: 0:28:02 lr: 0.002368 loss: 0.1957 (0.2016) loss_rec_all: 0.2214 (0.2274) loss_rec_sfr: 0.2758 (0.3009) loss_cl: -0.2783 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [02:05:01.028303] Epoch: [96] [ 740/2904] eta: 0:27:45 lr: 0.002368 loss: 0.1896 (0.2017) loss_rec_all: 0.2159 (0.2275) loss_rec_sfr: 0.2652 (0.3013) loss_cl: -0.2782 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [02:05:15.955393] Epoch: [96] [ 760/2904] eta: 0:27:29 lr: 0.002368 loss: 0.1916 (0.2017) loss_rec_all: 0.2179 (0.2275) loss_rec_sfr: 0.2825 (0.3012) loss_cl: -0.2785 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [02:05:30.876889] Epoch: [96] [ 780/2904] eta: 0:27:12 lr: 0.002368 loss: 0.1887 (0.2017) loss_rec_all: 0.2147 (0.2274) loss_rec_sfr: 0.2870 (0.3014) loss_cl: -0.2794 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [02:05:45.801766] Epoch: [96] [ 800/2904] eta: 0:26:55 lr: 0.002368 loss: 0.1893 (0.2016) loss_rec_all: 0.2156 (0.2274) loss_rec_sfr: 0.2685 (0.3011) loss_cl: -0.2794 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [02:06:00.719661] Epoch: [96] [ 820/2904] eta: 0:26:39 lr: 0.002368 loss: 0.1900 (0.2016) loss_rec_all: 0.2160 (0.2274) loss_rec_sfr: 0.2705 (0.3010) loss_cl: -0.2784 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [02:06:15.645439] Epoch: [96] [ 840/2904] eta: 0:26:23 lr: 0.002368 loss: 0.1934 (0.2016) loss_rec_all: 0.2197 (0.2273) loss_rec_sfr: 0.2834 (0.3008) loss_cl: -0.2785 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [02:06:30.569369] Epoch: [96] [ 860/2904] eta: 0:26:06 lr: 0.002368 loss: 0.1912 (0.2017) loss_rec_all: 0.2170 (0.2275) loss_rec_sfr: 0.2902 (0.3012) loss_cl: -0.2794 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [02:06:45.494320] Epoch: [96] [ 880/2904] eta: 0:25:50 lr: 0.002368 loss: 0.1927 (0.2019) loss_rec_all: 0.2188 (0.2277) loss_rec_sfr: 0.2986 (0.3021) loss_cl: -0.2794 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [02:07:00.408931] Epoch: [96] [ 900/2904] eta: 0:25:34 lr: 0.002368 loss: 0.1917 (0.2020) loss_rec_all: 0.2176 (0.2277) loss_rec_sfr: 0.2771 (0.3021) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [02:07:15.323840] Epoch: [96] [ 920/2904] eta: 0:25:18 lr: 0.002368 loss: 0.1914 (0.2019) loss_rec_all: 0.2173 (0.2277) loss_rec_sfr: 0.2796 (0.3018) loss_cl: -0.2786 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [02:07:30.241611] Epoch: [96] [ 940/2904] eta: 0:25:01 lr: 0.002368 loss: 0.1926 (0.2020) loss_rec_all: 0.2183 (0.2277) loss_rec_sfr: 0.2766 (0.3018) loss_cl: -0.2786 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [02:07:45.160490] Epoch: [96] [ 960/2904] eta: 0:24:45 lr: 0.002368 loss: 0.1935 (0.2021) loss_rec_all: 0.2196 (0.2278) loss_rec_sfr: 0.2875 (0.3021) loss_cl: -0.2785 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [02:08:00.076866] Epoch: [96] [ 980/2904] eta: 0:24:29 lr: 0.002368 loss: 0.1932 (0.2024) loss_rec_all: 0.2189 (0.2281) loss_rec_sfr: 0.2956 (0.3029) loss_cl: -0.2788 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [02:08:14.995898] Epoch: [96] [1000/2904] eta: 0:24:13 lr: 0.002368 loss: 0.1939 (0.2025) loss_rec_all: 0.2196 (0.2282) loss_rec_sfr: 0.2884 (0.3033) loss_cl: -0.2789 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [02:08:29.921748] Epoch: [96] [1020/2904] eta: 0:23:58 lr: 0.002368 loss: 0.1923 (0.2025) loss_rec_all: 0.2179 (0.2283) loss_rec_sfr: 0.2989 (0.3037) loss_cl: -0.2781 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [02:08:44.856959] Epoch: [96] [1040/2904] eta: 0:23:42 lr: 0.002368 loss: 0.1958 (0.2025) loss_rec_all: 0.2217 (0.2283) loss_rec_sfr: 0.2860 (0.3037) loss_cl: -0.2782 (-0.2787) time: 0.7467 data: 0.0002 max mem: 29860 [02:08:59.791448] Epoch: [96] [1060/2904] eta: 0:23:26 lr: 0.002368 loss: 0.1917 (0.2024) loss_rec_all: 0.2177 (0.2281) loss_rec_sfr: 0.2942 (0.3035) loss_cl: -0.2789 (-0.2787) time: 0.7467 data: 0.0002 max mem: 29860 [02:09:14.714535] Epoch: [96] [1080/2904] eta: 0:23:10 lr: 0.002368 loss: 0.1943 (0.2024) loss_rec_all: 0.2200 (0.2281) loss_rec_sfr: 0.2869 (0.3037) loss_cl: -0.2794 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [02:09:29.646499] Epoch: [96] [1100/2904] eta: 0:22:54 lr: 0.002368 loss: 0.1907 (0.2023) loss_rec_all: 0.2170 (0.2280) loss_rec_sfr: 0.2677 (0.3031) loss_cl: -0.2792 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [02:09:44.567411] Epoch: [96] [1120/2904] eta: 0:22:38 lr: 0.002368 loss: 0.1937 (0.2023) loss_rec_all: 0.2199 (0.2280) loss_rec_sfr: 0.2867 (0.3031) loss_cl: -0.2800 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [02:09:59.489524] Epoch: [96] [1140/2904] eta: 0:22:23 lr: 0.002368 loss: 0.1938 (0.2023) loss_rec_all: 0.2195 (0.2281) loss_rec_sfr: 0.2809 (0.3032) loss_cl: -0.2783 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [02:10:14.420166] Epoch: [96] [1160/2904] eta: 0:22:07 lr: 0.002368 loss: 0.1894 (0.2023) loss_rec_all: 0.2150 (0.2281) loss_rec_sfr: 0.2933 (0.3034) loss_cl: -0.2778 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [02:10:29.342228] Epoch: [96] [1180/2904] eta: 0:21:51 lr: 0.002368 loss: 0.1925 (0.2025) loss_rec_all: 0.2188 (0.2282) loss_rec_sfr: 0.2799 (0.3038) loss_cl: -0.2787 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [02:10:44.259660] Epoch: [96] [1200/2904] eta: 0:21:36 lr: 0.002368 loss: 0.1968 (0.2027) loss_rec_all: 0.2225 (0.2285) loss_rec_sfr: 0.3121 (0.3047) loss_cl: -0.2789 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [02:10:59.182417] Epoch: [96] [1220/2904] eta: 0:21:20 lr: 0.002368 loss: 0.1908 (0.2026) loss_rec_all: 0.2169 (0.2284) loss_rec_sfr: 0.2737 (0.3042) loss_cl: -0.2791 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [02:11:14.103312] Epoch: [96] [1240/2904] eta: 0:21:05 lr: 0.002368 loss: 0.1940 (0.2025) loss_rec_all: 0.2198 (0.2283) loss_rec_sfr: 0.2824 (0.3039) loss_cl: -0.2791 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [02:11:29.019152] Epoch: [96] [1260/2904] eta: 0:20:49 lr: 0.002367 loss: 0.2078 (0.2029) loss_rec_all: 0.2337 (0.2287) loss_rec_sfr: 0.3017 (0.3051) loss_cl: -0.2789 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [02:11:43.942098] Epoch: [96] [1280/2904] eta: 0:20:33 lr: 0.002367 loss: 0.1928 (0.2030) loss_rec_all: 0.2191 (0.2287) loss_rec_sfr: 0.2827 (0.3053) loss_cl: -0.2786 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [02:11:58.855815] Epoch: [96] [1300/2904] eta: 0:20:18 lr: 0.002367 loss: 0.1908 (0.2029) loss_rec_all: 0.2170 (0.2286) loss_rec_sfr: 0.2727 (0.3048) loss_cl: -0.2785 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [02:12:13.768264] Epoch: [96] [1320/2904] eta: 0:20:02 lr: 0.002367 loss: 0.1935 (0.2028) loss_rec_all: 0.2192 (0.2286) loss_rec_sfr: 0.2934 (0.3049) loss_cl: -0.2788 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [02:12:28.686420] Epoch: [96] [1340/2904] eta: 0:19:47 lr: 0.002367 loss: 0.1917 (0.2028) loss_rec_all: 0.2172 (0.2285) loss_rec_sfr: 0.2539 (0.3045) loss_cl: -0.2789 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [02:12:43.606184] Epoch: [96] [1360/2904] eta: 0:19:31 lr: 0.002367 loss: 0.1939 (0.2028) loss_rec_all: 0.2197 (0.2285) loss_rec_sfr: 0.2897 (0.3045) loss_cl: -0.2793 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [02:12:58.527934] Epoch: [96] [1380/2904] eta: 0:19:16 lr: 0.002367 loss: 0.1954 (0.2028) loss_rec_all: 0.2215 (0.2285) loss_rec_sfr: 0.2785 (0.3046) loss_cl: -0.2792 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [02:13:13.447235] Epoch: [96] [1400/2904] eta: 0:19:00 lr: 0.002367 loss: 0.1891 (0.2027) loss_rec_all: 0.2149 (0.2285) loss_rec_sfr: 0.2812 (0.3043) loss_cl: -0.2793 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [02:13:28.370679] Epoch: [96] [1420/2904] eta: 0:18:45 lr: 0.002367 loss: 0.1880 (0.2026) loss_rec_all: 0.2142 (0.2284) loss_rec_sfr: 0.2588 (0.3040) loss_cl: -0.2791 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [02:13:43.290544] Epoch: [96] [1440/2904] eta: 0:18:30 lr: 0.002367 loss: 0.1900 (0.2026) loss_rec_all: 0.2160 (0.2283) loss_rec_sfr: 0.2887 (0.3040) loss_cl: -0.2782 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [02:13:58.214894] Epoch: [96] [1460/2904] eta: 0:18:14 lr: 0.002367 loss: 0.1939 (0.2026) loss_rec_all: 0.2201 (0.2284) loss_rec_sfr: 0.2799 (0.3041) loss_cl: -0.2782 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [02:14:13.134877] Epoch: [96] [1480/2904] eta: 0:17:59 lr: 0.002367 loss: 0.1940 (0.2026) loss_rec_all: 0.2197 (0.2284) loss_rec_sfr: 0.2874 (0.3042) loss_cl: -0.2790 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [02:14:28.052256] Epoch: [96] [1500/2904] eta: 0:17:43 lr: 0.002367 loss: 0.1933 (0.2026) loss_rec_all: 0.2192 (0.2284) loss_rec_sfr: 0.2993 (0.3043) loss_cl: -0.2798 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [02:14:42.965264] Epoch: [96] [1520/2904] eta: 0:17:28 lr: 0.002367 loss: 0.1945 (0.2027) loss_rec_all: 0.2204 (0.2284) loss_rec_sfr: 0.2931 (0.3046) loss_cl: -0.2784 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [02:14:57.875582] Epoch: [96] [1540/2904] eta: 0:17:13 lr: 0.002367 loss: 0.1891 (0.2027) loss_rec_all: 0.2152 (0.2284) loss_rec_sfr: 0.2865 (0.3045) loss_cl: -0.2778 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [02:15:12.792101] Epoch: [96] [1560/2904] eta: 0:16:57 lr: 0.002367 loss: 0.1888 (0.2026) loss_rec_all: 0.2148 (0.2283) loss_rec_sfr: 0.2767 (0.3043) loss_cl: -0.2781 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [02:15:27.711490] Epoch: [96] [1580/2904] eta: 0:16:42 lr: 0.002367 loss: 0.1915 (0.2026) loss_rec_all: 0.2178 (0.2283) loss_rec_sfr: 0.2909 (0.3043) loss_cl: -0.2788 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [02:15:42.634840] Epoch: [96] [1600/2904] eta: 0:16:27 lr: 0.002367 loss: 0.1908 (0.2026) loss_rec_all: 0.2169 (0.2284) loss_rec_sfr: 0.2760 (0.3044) loss_cl: -0.2789 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [02:15:57.562778] Epoch: [96] [1620/2904] eta: 0:16:11 lr: 0.002367 loss: 0.1938 (0.2026) loss_rec_all: 0.2196 (0.2284) loss_rec_sfr: 0.2851 (0.3045) loss_cl: -0.2787 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [02:16:12.483184] Epoch: [96] [1640/2904] eta: 0:15:56 lr: 0.002367 loss: 0.1926 (0.2026) loss_rec_all: 0.2189 (0.2283) loss_rec_sfr: 0.2715 (0.3042) loss_cl: -0.2791 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [02:16:27.404715] Epoch: [96] [1660/2904] eta: 0:15:41 lr: 0.002367 loss: 0.1927 (0.2026) loss_rec_all: 0.2188 (0.2284) loss_rec_sfr: 0.2887 (0.3043) loss_cl: -0.2787 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [02:16:42.326301] Epoch: [96] [1680/2904] eta: 0:15:25 lr: 0.002367 loss: 0.1931 (0.2026) loss_rec_all: 0.2189 (0.2283) loss_rec_sfr: 0.2731 (0.3041) loss_cl: -0.2785 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [02:16:57.247284] Epoch: [96] [1700/2904] eta: 0:15:10 lr: 0.002367 loss: 0.1950 (0.2027) loss_rec_all: 0.2208 (0.2285) loss_rec_sfr: 0.2988 (0.3046) loss_cl: -0.2784 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [02:17:12.165805] Epoch: [96] [1720/2904] eta: 0:14:55 lr: 0.002367 loss: 0.1906 (0.2026) loss_rec_all: 0.2168 (0.2284) loss_rec_sfr: 0.2532 (0.3041) loss_cl: -0.2791 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [02:17:27.105062] Epoch: [96] [1740/2904] eta: 0:14:40 lr: 0.002367 loss: 0.1919 (0.2026) loss_rec_all: 0.2182 (0.2284) loss_rec_sfr: 0.2841 (0.3042) loss_cl: -0.2793 (-0.2787) time: 0.7469 data: 0.0002 max mem: 29860 [02:17:42.025276] Epoch: [96] [1760/2904] eta: 0:14:24 lr: 0.002367 loss: 0.1945 (0.2027) loss_rec_all: 0.2203 (0.2285) loss_rec_sfr: 0.2960 (0.3045) loss_cl: -0.2790 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [02:17:56.948464] Epoch: [96] [1780/2904] eta: 0:14:09 lr: 0.002367 loss: 0.1872 (0.2027) loss_rec_all: 0.2134 (0.2284) loss_rec_sfr: 0.2379 (0.3042) loss_cl: -0.2781 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [02:18:11.867089] Epoch: [96] [1800/2904] eta: 0:13:54 lr: 0.002367 loss: 0.1935 (0.2027) loss_rec_all: 0.2194 (0.2285) loss_rec_sfr: 0.2962 (0.3045) loss_cl: -0.2780 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [02:18:26.785250] Epoch: [96] [1820/2904] eta: 0:13:39 lr: 0.002367 loss: 0.1878 (0.2027) loss_rec_all: 0.2136 (0.2284) loss_rec_sfr: 0.2877 (0.3043) loss_cl: -0.2786 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [02:18:41.705975] Epoch: [96] [1840/2904] eta: 0:13:23 lr: 0.002367 loss: 0.1914 (0.2026) loss_rec_all: 0.2174 (0.2283) loss_rec_sfr: 0.2799 (0.3042) loss_cl: -0.2792 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [02:18:56.632940] Epoch: [96] [1860/2904] eta: 0:13:08 lr: 0.002367 loss: 0.1929 (0.2026) loss_rec_all: 0.2191 (0.2283) loss_rec_sfr: 0.2779 (0.3040) loss_cl: -0.2787 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [02:19:11.556829] Epoch: [96] [1880/2904] eta: 0:12:53 lr: 0.002367 loss: 0.1951 (0.2026) loss_rec_all: 0.2208 (0.2283) loss_rec_sfr: 0.2982 (0.3041) loss_cl: -0.2793 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [02:19:26.473826] Epoch: [96] [1900/2904] eta: 0:12:38 lr: 0.002367 loss: 0.1916 (0.2025) loss_rec_all: 0.2181 (0.2283) loss_rec_sfr: 0.2928 (0.3040) loss_cl: -0.2790 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [02:19:41.390437] Epoch: [96] [1920/2904] eta: 0:12:23 lr: 0.002367 loss: 0.1942 (0.2026) loss_rec_all: 0.2202 (0.2283) loss_rec_sfr: 0.2965 (0.3042) loss_cl: -0.2794 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [02:19:56.307278] Epoch: [96] [1940/2904] eta: 0:12:07 lr: 0.002367 loss: 0.1895 (0.2025) loss_rec_all: 0.2155 (0.2283) loss_rec_sfr: 0.2439 (0.3040) loss_cl: -0.2786 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [02:20:11.220522] Epoch: [96] [1960/2904] eta: 0:11:52 lr: 0.002367 loss: 0.2017 (0.2026) loss_rec_all: 0.2273 (0.2284) loss_rec_sfr: 0.2999 (0.3042) loss_cl: -0.2782 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [02:20:26.140095] Epoch: [96] [1980/2904] eta: 0:11:37 lr: 0.002367 loss: 0.1870 (0.2026) loss_rec_all: 0.2127 (0.2283) loss_rec_sfr: 0.2749 (0.3041) loss_cl: -0.2784 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [02:20:41.057411] Epoch: [96] [2000/2904] eta: 0:11:22 lr: 0.002367 loss: 0.1920 (0.2025) loss_rec_all: 0.2178 (0.2283) loss_rec_sfr: 0.2742 (0.3039) loss_cl: -0.2791 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [02:20:55.975103] Epoch: [96] [2020/2904] eta: 0:11:07 lr: 0.002367 loss: 0.1944 (0.2026) loss_rec_all: 0.2202 (0.2283) loss_rec_sfr: 0.3011 (0.3042) loss_cl: -0.2801 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [02:21:10.894772] Epoch: [96] [2040/2904] eta: 0:10:52 lr: 0.002367 loss: 0.1915 (0.2025) loss_rec_all: 0.2174 (0.2282) loss_rec_sfr: 0.2741 (0.3040) loss_cl: -0.2792 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [02:21:25.811492] Epoch: [96] [2060/2904] eta: 0:10:36 lr: 0.002367 loss: 0.1918 (0.2025) loss_rec_all: 0.2177 (0.2283) loss_rec_sfr: 0.2836 (0.3041) loss_cl: -0.2782 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [02:21:40.869468] Epoch: [96] [2080/2904] eta: 0:10:21 lr: 0.002367 loss: 0.1871 (0.2024) loss_rec_all: 0.2131 (0.2282) loss_rec_sfr: 0.2879 (0.3040) loss_cl: -0.2782 (-0.2787) time: 0.7529 data: 0.0002 max mem: 29860 [02:21:55.784743] Epoch: [96] [2100/2904] eta: 0:10:06 lr: 0.002367 loss: 0.1887 (0.2024) loss_rec_all: 0.2149 (0.2282) loss_rec_sfr: 0.2726 (0.3038) loss_cl: -0.2792 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [02:22:10.703735] Epoch: [96] [2120/2904] eta: 0:09:51 lr: 0.002367 loss: 0.1932 (0.2024) loss_rec_all: 0.2189 (0.2282) loss_rec_sfr: 0.2651 (0.3038) loss_cl: -0.2785 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [02:22:25.625615] Epoch: [96] [2140/2904] eta: 0:09:36 lr: 0.002367 loss: 0.1957 (0.2025) loss_rec_all: 0.2216 (0.2282) loss_rec_sfr: 0.2871 (0.3039) loss_cl: -0.2791 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [02:22:40.544081] Epoch: [96] [2160/2904] eta: 0:09:21 lr: 0.002367 loss: 0.1931 (0.2025) loss_rec_all: 0.2189 (0.2282) loss_rec_sfr: 0.2693 (0.3038) loss_cl: -0.2789 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [02:22:55.457307] Epoch: [96] [2180/2904] eta: 0:09:06 lr: 0.002367 loss: 0.1911 (0.2024) loss_rec_all: 0.2170 (0.2281) loss_rec_sfr: 0.2749 (0.3035) loss_cl: -0.2788 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [02:23:10.372779] Epoch: [96] [2200/2904] eta: 0:08:50 lr: 0.002367 loss: 0.1907 (0.2024) loss_rec_all: 0.2166 (0.2281) loss_rec_sfr: 0.2632 (0.3034) loss_cl: -0.2795 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [02:23:25.294335] Epoch: [96] [2220/2904] eta: 0:08:35 lr: 0.002367 loss: 0.1875 (0.2023) loss_rec_all: 0.2138 (0.2280) loss_rec_sfr: 0.2405 (0.3032) loss_cl: -0.2783 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [02:23:40.212400] Epoch: [96] [2240/2904] eta: 0:08:20 lr: 0.002367 loss: 0.1911 (0.2023) loss_rec_all: 0.2170 (0.2281) loss_rec_sfr: 0.2846 (0.3032) loss_cl: -0.2788 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [02:23:55.130976] Epoch: [96] [2260/2904] eta: 0:08:05 lr: 0.002367 loss: 0.1916 (0.2023) loss_rec_all: 0.2177 (0.2280) loss_rec_sfr: 0.2841 (0.3032) loss_cl: -0.2797 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [02:24:10.055594] Epoch: [96] [2280/2904] eta: 0:07:50 lr: 0.002367 loss: 0.1919 (0.2023) loss_rec_all: 0.2178 (0.2280) loss_rec_sfr: 0.2985 (0.3032) loss_cl: -0.2794 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [02:24:24.975679] Epoch: [96] [2300/2904] eta: 0:07:35 lr: 0.002367 loss: 0.1907 (0.2023) loss_rec_all: 0.2169 (0.2280) loss_rec_sfr: 0.2758 (0.3031) loss_cl: -0.2791 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [02:24:39.895328] Epoch: [96] [2320/2904] eta: 0:07:20 lr: 0.002367 loss: 0.1928 (0.2023) loss_rec_all: 0.2185 (0.2280) loss_rec_sfr: 0.2952 (0.3031) loss_cl: -0.2785 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [02:24:54.815733] Epoch: [96] [2340/2904] eta: 0:07:05 lr: 0.002367 loss: 0.1913 (0.2023) loss_rec_all: 0.2177 (0.2281) loss_rec_sfr: 0.2863 (0.3033) loss_cl: -0.2787 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [02:25:09.738712] Epoch: [96] [2360/2904] eta: 0:06:49 lr: 0.002367 loss: 0.1897 (0.2023) loss_rec_all: 0.2153 (0.2280) loss_rec_sfr: 0.2883 (0.3032) loss_cl: -0.2778 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [02:25:24.651537] Epoch: [96] [2380/2904] eta: 0:06:34 lr: 0.002367 loss: 0.1936 (0.2022) loss_rec_all: 0.2196 (0.2280) loss_rec_sfr: 0.2772 (0.3031) loss_cl: -0.2789 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [02:25:39.571088] Epoch: [96] [2400/2904] eta: 0:06:19 lr: 0.002367 loss: 0.1919 (0.2022) loss_rec_all: 0.2177 (0.2280) loss_rec_sfr: 0.2865 (0.3031) loss_cl: -0.2792 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [02:25:54.490928] Epoch: [96] [2420/2904] eta: 0:06:04 lr: 0.002367 loss: 0.1929 (0.2022) loss_rec_all: 0.2187 (0.2279) loss_rec_sfr: 0.2801 (0.3029) loss_cl: -0.2800 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [02:26:09.403123] Epoch: [96] [2440/2904] eta: 0:05:49 lr: 0.002367 loss: 0.1943 (0.2022) loss_rec_all: 0.2201 (0.2280) loss_rec_sfr: 0.2941 (0.3030) loss_cl: -0.2787 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [02:26:24.316617] Epoch: [96] [2460/2904] eta: 0:05:34 lr: 0.002367 loss: 0.1933 (0.2022) loss_rec_all: 0.2193 (0.2280) loss_rec_sfr: 0.2805 (0.3030) loss_cl: -0.2783 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [02:26:39.228534] Epoch: [96] [2480/2904] eta: 0:05:19 lr: 0.002367 loss: 0.1922 (0.2022) loss_rec_all: 0.2179 (0.2280) loss_rec_sfr: 0.2870 (0.3030) loss_cl: -0.2785 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [02:26:54.138840] Epoch: [96] [2500/2904] eta: 0:05:04 lr: 0.002367 loss: 0.1925 (0.2022) loss_rec_all: 0.2183 (0.2280) loss_rec_sfr: 0.2772 (0.3029) loss_cl: -0.2794 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [02:27:09.054219] Epoch: [96] [2520/2904] eta: 0:04:49 lr: 0.002367 loss: 0.1946 (0.2022) loss_rec_all: 0.2204 (0.2280) loss_rec_sfr: 0.2631 (0.3028) loss_cl: -0.2784 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [02:27:23.973023] Epoch: [96] [2540/2904] eta: 0:04:34 lr: 0.002367 loss: 0.1975 (0.2022) loss_rec_all: 0.2237 (0.2280) loss_rec_sfr: 0.2754 (0.3028) loss_cl: -0.2798 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [02:27:38.889866] Epoch: [96] [2560/2904] eta: 0:04:19 lr: 0.002367 loss: 0.1894 (0.2023) loss_rec_all: 0.2155 (0.2280) loss_rec_sfr: 0.2919 (0.3029) loss_cl: -0.2793 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [02:27:53.809014] Epoch: [96] [2580/2904] eta: 0:04:03 lr: 0.002367 loss: 0.1935 (0.2023) loss_rec_all: 0.2194 (0.2280) loss_rec_sfr: 0.2714 (0.3030) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [02:28:08.720277] Epoch: [96] [2600/2904] eta: 0:03:48 lr: 0.002367 loss: 0.1946 (0.2023) loss_rec_all: 0.2205 (0.2280) loss_rec_sfr: 0.2933 (0.3029) loss_cl: -0.2781 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [02:28:23.629255] Epoch: [96] [2620/2904] eta: 0:03:33 lr: 0.002367 loss: 0.1941 (0.2023) loss_rec_all: 0.2200 (0.2280) loss_rec_sfr: 0.2813 (0.3028) loss_cl: -0.2783 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [02:28:38.550315] Epoch: [96] [2640/2904] eta: 0:03:18 lr: 0.002367 loss: 0.1926 (0.2023) loss_rec_all: 0.2190 (0.2280) loss_rec_sfr: 0.2753 (0.3028) loss_cl: -0.2788 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [02:28:53.464702] Epoch: [96] [2660/2904] eta: 0:03:03 lr: 0.002367 loss: 0.1898 (0.2023) loss_rec_all: 0.2160 (0.2281) loss_rec_sfr: 0.2867 (0.3029) loss_cl: -0.2796 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [02:29:08.378682] Epoch: [96] [2680/2904] eta: 0:02:48 lr: 0.002367 loss: 0.1951 (0.2023) loss_rec_all: 0.2208 (0.2280) loss_rec_sfr: 0.2918 (0.3029) loss_cl: -0.2785 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [02:29:23.293532] Epoch: [96] [2700/2904] eta: 0:02:33 lr: 0.002367 loss: 0.1928 (0.2023) loss_rec_all: 0.2188 (0.2281) loss_rec_sfr: 0.2784 (0.3028) loss_cl: -0.2790 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [02:29:38.205873] Epoch: [96] [2720/2904] eta: 0:02:18 lr: 0.002367 loss: 0.1949 (0.2023) loss_rec_all: 0.2210 (0.2280) loss_rec_sfr: 0.2921 (0.3027) loss_cl: -0.2791 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [02:29:53.122812] Epoch: [96] [2740/2904] eta: 0:02:03 lr: 0.002367 loss: 0.1936 (0.2023) loss_rec_all: 0.2196 (0.2280) loss_rec_sfr: 0.2816 (0.3027) loss_cl: -0.2790 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [02:30:08.044660] Epoch: [96] [2760/2904] eta: 0:01:48 lr: 0.002367 loss: 0.1919 (0.2022) loss_rec_all: 0.2179 (0.2280) loss_rec_sfr: 0.2802 (0.3026) loss_cl: -0.2787 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [02:30:22.962861] Epoch: [96] [2780/2904] eta: 0:01:33 lr: 0.002367 loss: 0.1985 (0.2023) loss_rec_all: 0.2242 (0.2281) loss_rec_sfr: 0.2825 (0.3028) loss_cl: -0.2795 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [02:30:37.883061] Epoch: [96] [2800/2904] eta: 0:01:18 lr: 0.002367 loss: 0.1935 (0.2023) loss_rec_all: 0.2197 (0.2281) loss_rec_sfr: 0.2879 (0.3028) loss_cl: -0.2793 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [02:30:52.799635] Epoch: [96] [2820/2904] eta: 0:01:03 lr: 0.002367 loss: 0.1902 (0.2023) loss_rec_all: 0.2160 (0.2280) loss_rec_sfr: 0.2913 (0.3028) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [02:31:07.752080] Epoch: [96] [2840/2904] eta: 0:00:48 lr: 0.002367 loss: 0.1899 (0.2023) loss_rec_all: 0.2159 (0.2280) loss_rec_sfr: 0.2606 (0.3028) loss_cl: -0.2786 (-0.2788) time: 0.7476 data: 0.0023 max mem: 29860 [02:31:22.654688] Epoch: [96] [2860/2904] eta: 0:00:33 lr: 0.002367 loss: 0.1901 (0.2022) loss_rec_all: 0.2163 (0.2280) loss_rec_sfr: 0.2735 (0.3027) loss_cl: -0.2786 (-0.2788) time: 0.7451 data: 0.0001 max mem: 29860 [02:31:37.554936] Epoch: [96] [2880/2904] eta: 0:00:18 lr: 0.002367 loss: 0.1897 (0.2022) loss_rec_all: 0.2154 (0.2280) loss_rec_sfr: 0.2954 (0.3027) loss_cl: -0.2790 (-0.2788) time: 0.7450 data: 0.0001 max mem: 29860 [02:31:52.448497] Epoch: [96] [2900/2904] eta: 0:00:03 lr: 0.002367 loss: 0.1914 (0.2023) loss_rec_all: 0.2170 (0.2280) loss_rec_sfr: 0.2929 (0.3029) loss_cl: -0.2796 (-0.2788) time: 0.7446 data: 0.0001 max mem: 29860 [02:31:54.691364] Epoch: [96] [2903/2904] eta: 0:00:00 lr: 0.002367 loss: 0.1977 (0.2023) loss_rec_all: 0.2238 (0.2280) loss_rec_sfr: 0.2853 (0.3029) loss_cl: -0.2795 (-0.2788) time: 0.7447 data: 0.0001 max mem: 29860 [02:31:56.783424] Epoch: [96] Total time: 0:36:26 (0.7528 s / it) [02:31:56.793062] Averaged stats: lr: 0.002367 loss: 0.1977 (0.2047) loss_rec_all: 0.2238 (0.2281) loss_rec_sfr: 0.2853 (0.3027) loss_cl: -0.2795 (-0.2555) [02:31:56.797739] log_dir: ./checkpoint/VF2_ViT-B [02:32:12.926389] Epoch: [97] [ 0/2904] eta: 13:00:35 lr: 0.002367 loss: 0.1762 (0.1762) loss_rec_all: 0.2022 (0.2022) loss_rec_sfr: 0.2793 (0.2793) loss_cl: -0.2793 (-0.2793) time: 16.1280 data: 14.2897 max mem: 29860 [02:32:30.394643] Epoch: [97] [ 20/2904] eta: 1:16:53 lr: 0.002367 loss: 0.1882 (0.2022) loss_rec_all: 0.2141 (0.2280) loss_rec_sfr: 0.2828 (0.3082) loss_cl: -0.2790 (-0.2793) time: 0.8734 data: 0.0002 max mem: 29860 [02:32:45.268985] Epoch: [97] [ 40/2904] eta: 0:56:25 lr: 0.002367 loss: 0.1922 (0.2042) loss_rec_all: 0.2179 (0.2299) loss_rec_sfr: 0.2947 (0.3136) loss_cl: -0.2787 (-0.2789) time: 0.7437 data: 0.0002 max mem: 29860 [02:33:00.156221] Epoch: [97] [ 60/2904] eta: 0:49:13 lr: 0.002367 loss: 0.1913 (0.2008) loss_rec_all: 0.2169 (0.2266) loss_rec_sfr: 0.2728 (0.3005) loss_cl: -0.2786 (-0.2787) time: 0.7443 data: 0.0002 max mem: 29860 [02:33:15.051577] Epoch: [97] [ 80/2904] eta: 0:45:28 lr: 0.002367 loss: 0.1982 (0.2036) loss_rec_all: 0.2241 (0.2294) loss_rec_sfr: 0.2892 (0.3068) loss_cl: -0.2785 (-0.2787) time: 0.7447 data: 0.0002 max mem: 29860 [02:33:29.959618] Epoch: [97] [ 100/2904] eta: 0:43:06 lr: 0.002367 loss: 0.1905 (0.2038) loss_rec_all: 0.2165 (0.2295) loss_rec_sfr: 0.2714 (0.3071) loss_cl: -0.2788 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [02:33:44.877961] Epoch: [97] [ 120/2904] eta: 0:41:26 lr: 0.002367 loss: 0.1969 (0.2051) loss_rec_all: 0.2226 (0.2308) loss_rec_sfr: 0.2912 (0.3114) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [02:33:59.796902] Epoch: [97] [ 140/2904] eta: 0:40:11 lr: 0.002367 loss: 0.1909 (0.2036) loss_rec_all: 0.2168 (0.2294) loss_rec_sfr: 0.2802 (0.3075) loss_cl: -0.2794 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [02:34:14.716462] Epoch: [97] [ 160/2904] eta: 0:39:10 lr: 0.002367 loss: 0.1975 (0.2047) loss_rec_all: 0.2231 (0.2304) loss_rec_sfr: 0.2800 (0.3104) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [02:34:29.648489] Epoch: [97] [ 180/2904] eta: 0:38:20 lr: 0.002367 loss: 0.1926 (0.2039) loss_rec_all: 0.2182 (0.2296) loss_rec_sfr: 0.2745 (0.3069) loss_cl: -0.2788 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [02:34:44.579072] Epoch: [97] [ 200/2904] eta: 0:37:37 lr: 0.002367 loss: 0.1916 (0.2039) loss_rec_all: 0.2174 (0.2297) loss_rec_sfr: 0.2735 (0.3062) loss_cl: -0.2785 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [02:34:59.532823] Epoch: [97] [ 220/2904] eta: 0:36:59 lr: 0.002367 loss: 0.1908 (0.2037) loss_rec_all: 0.2166 (0.2294) loss_rec_sfr: 0.2756 (0.3059) loss_cl: -0.2781 (-0.2787) time: 0.7476 data: 0.0002 max mem: 29860 [02:35:14.454338] Epoch: [97] [ 240/2904] eta: 0:36:24 lr: 0.002367 loss: 0.1896 (0.2035) loss_rec_all: 0.2158 (0.2292) loss_rec_sfr: 0.2739 (0.3051) loss_cl: -0.2788 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [02:35:29.520559] Epoch: [97] [ 260/2904] eta: 0:35:54 lr: 0.002367 loss: 0.1961 (0.2039) loss_rec_all: 0.2218 (0.2297) loss_rec_sfr: 0.2985 (0.3072) loss_cl: -0.2795 (-0.2788) time: 0.7533 data: 0.0002 max mem: 29860 [02:35:44.433602] Epoch: [97] [ 280/2904] eta: 0:35:25 lr: 0.002367 loss: 0.1933 (0.2036) loss_rec_all: 0.2191 (0.2293) loss_rec_sfr: 0.2774 (0.3060) loss_cl: -0.2793 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [02:35:59.349192] Epoch: [97] [ 300/2904] eta: 0:34:58 lr: 0.002367 loss: 0.1938 (0.2040) loss_rec_all: 0.2200 (0.2298) loss_rec_sfr: 0.2758 (0.3072) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [02:36:14.269979] Epoch: [97] [ 320/2904] eta: 0:34:32 lr: 0.002367 loss: 0.1922 (0.2042) loss_rec_all: 0.2181 (0.2299) loss_rec_sfr: 0.2919 (0.3080) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [02:36:29.193409] Epoch: [97] [ 340/2904] eta: 0:34:08 lr: 0.002367 loss: 0.1894 (0.2039) loss_rec_all: 0.2154 (0.2297) loss_rec_sfr: 0.2854 (0.3075) loss_cl: -0.2793 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [02:36:44.111617] Epoch: [97] [ 360/2904] eta: 0:33:44 lr: 0.002367 loss: 0.1893 (0.2037) loss_rec_all: 0.2149 (0.2294) loss_rec_sfr: 0.2844 (0.3071) loss_cl: -0.2782 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [02:36:59.034228] Epoch: [97] [ 380/2904] eta: 0:33:22 lr: 0.002367 loss: 0.1958 (0.2040) loss_rec_all: 0.2219 (0.2297) loss_rec_sfr: 0.2932 (0.3084) loss_cl: -0.2790 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [02:37:13.955830] Epoch: [97] [ 400/2904] eta: 0:33:00 lr: 0.002367 loss: 0.1967 (0.2042) loss_rec_all: 0.2228 (0.2300) loss_rec_sfr: 0.2907 (0.3092) loss_cl: -0.2791 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [02:37:28.884645] Epoch: [97] [ 420/2904] eta: 0:32:39 lr: 0.002367 loss: 0.1948 (0.2042) loss_rec_all: 0.2205 (0.2299) loss_rec_sfr: 0.2772 (0.3088) loss_cl: -0.2786 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [02:37:43.804374] Epoch: [97] [ 440/2904] eta: 0:32:18 lr: 0.002367 loss: 0.1918 (0.2037) loss_rec_all: 0.2176 (0.2294) loss_rec_sfr: 0.2709 (0.3073) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [02:37:58.724415] Epoch: [97] [ 460/2904] eta: 0:31:58 lr: 0.002367 loss: 0.1881 (0.2035) loss_rec_all: 0.2144 (0.2292) loss_rec_sfr: 0.2869 (0.3063) loss_cl: -0.2791 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [02:38:13.647082] Epoch: [97] [ 480/2904] eta: 0:31:39 lr: 0.002367 loss: 0.1955 (0.2039) loss_rec_all: 0.2215 (0.2296) loss_rec_sfr: 0.2688 (0.3071) loss_cl: -0.2785 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [02:38:28.567052] Epoch: [97] [ 500/2904] eta: 0:31:19 lr: 0.002367 loss: 0.1921 (0.2037) loss_rec_all: 0.2181 (0.2295) loss_rec_sfr: 0.2914 (0.3070) loss_cl: -0.2783 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [02:38:43.495858] Epoch: [97] [ 520/2904] eta: 0:31:00 lr: 0.002367 loss: 0.1911 (0.2036) loss_rec_all: 0.2174 (0.2293) loss_rec_sfr: 0.2620 (0.3063) loss_cl: -0.2798 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [02:38:58.413954] Epoch: [97] [ 540/2904] eta: 0:30:42 lr: 0.002367 loss: 0.1906 (0.2036) loss_rec_all: 0.2168 (0.2294) loss_rec_sfr: 0.2841 (0.3066) loss_cl: -0.2797 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [02:39:13.335683] Epoch: [97] [ 560/2904] eta: 0:30:23 lr: 0.002367 loss: 0.1950 (0.2036) loss_rec_all: 0.2210 (0.2293) loss_rec_sfr: 0.2791 (0.3065) loss_cl: -0.2793 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [02:39:28.253416] Epoch: [97] [ 580/2904] eta: 0:30:05 lr: 0.002367 loss: 0.1928 (0.2033) loss_rec_all: 0.2188 (0.2290) loss_rec_sfr: 0.2725 (0.3055) loss_cl: -0.2781 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [02:39:43.169988] Epoch: [97] [ 600/2904] eta: 0:29:47 lr: 0.002367 loss: 0.1922 (0.2032) loss_rec_all: 0.2178 (0.2289) loss_rec_sfr: 0.2617 (0.3050) loss_cl: -0.2780 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [02:39:58.085094] Epoch: [97] [ 620/2904] eta: 0:29:30 lr: 0.002367 loss: 0.1954 (0.2032) loss_rec_all: 0.2211 (0.2289) loss_rec_sfr: 0.2935 (0.3051) loss_cl: -0.2776 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [02:40:13.000281] Epoch: [97] [ 640/2904] eta: 0:29:12 lr: 0.002367 loss: 0.1911 (0.2033) loss_rec_all: 0.2169 (0.2290) loss_rec_sfr: 0.2818 (0.3051) loss_cl: -0.2795 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [02:40:27.911363] Epoch: [97] [ 660/2904] eta: 0:28:55 lr: 0.002367 loss: 0.1930 (0.2030) loss_rec_all: 0.2188 (0.2288) loss_rec_sfr: 0.2721 (0.3043) loss_cl: -0.2789 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [02:40:42.824969] Epoch: [97] [ 680/2904] eta: 0:28:37 lr: 0.002367 loss: 0.1880 (0.2028) loss_rec_all: 0.2137 (0.2286) loss_rec_sfr: 0.2868 (0.3040) loss_cl: -0.2784 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [02:40:57.740068] Epoch: [97] [ 700/2904] eta: 0:28:20 lr: 0.002367 loss: 0.1907 (0.2029) loss_rec_all: 0.2169 (0.2287) loss_rec_sfr: 0.2816 (0.3041) loss_cl: -0.2787 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [02:41:12.653892] Epoch: [97] [ 720/2904] eta: 0:28:03 lr: 0.002367 loss: 0.1912 (0.2030) loss_rec_all: 0.2171 (0.2287) loss_rec_sfr: 0.2789 (0.3041) loss_cl: -0.2790 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [02:41:27.563039] Epoch: [97] [ 740/2904] eta: 0:27:46 lr: 0.002367 loss: 0.1867 (0.2028) loss_rec_all: 0.2126 (0.2285) loss_rec_sfr: 0.2959 (0.3041) loss_cl: -0.2787 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [02:41:42.474096] Epoch: [97] [ 760/2904] eta: 0:27:29 lr: 0.002367 loss: 0.1915 (0.2027) loss_rec_all: 0.2172 (0.2285) loss_rec_sfr: 0.2786 (0.3040) loss_cl: -0.2787 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [02:41:57.385233] Epoch: [97] [ 780/2904] eta: 0:27:13 lr: 0.002367 loss: 0.1908 (0.2026) loss_rec_all: 0.2167 (0.2283) loss_rec_sfr: 0.2734 (0.3034) loss_cl: -0.2799 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [02:42:12.300910] Epoch: [97] [ 800/2904] eta: 0:26:56 lr: 0.002367 loss: 0.1924 (0.2026) loss_rec_all: 0.2185 (0.2283) loss_rec_sfr: 0.2846 (0.3034) loss_cl: -0.2794 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [02:42:27.217833] Epoch: [97] [ 820/2904] eta: 0:26:40 lr: 0.002367 loss: 0.1889 (0.2024) loss_rec_all: 0.2152 (0.2282) loss_rec_sfr: 0.2515 (0.3031) loss_cl: -0.2795 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [02:42:42.137177] Epoch: [97] [ 840/2904] eta: 0:26:23 lr: 0.002367 loss: 0.1876 (0.2023) loss_rec_all: 0.2137 (0.2280) loss_rec_sfr: 0.2947 (0.3029) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [02:42:57.053579] Epoch: [97] [ 860/2904] eta: 0:26:07 lr: 0.002367 loss: 0.1908 (0.2022) loss_rec_all: 0.2165 (0.2280) loss_rec_sfr: 0.2689 (0.3026) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [02:43:11.969014] Epoch: [97] [ 880/2904] eta: 0:25:51 lr: 0.002366 loss: 0.1887 (0.2020) loss_rec_all: 0.2146 (0.2278) loss_rec_sfr: 0.2819 (0.3020) loss_cl: -0.2784 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [02:43:26.885858] Epoch: [97] [ 900/2904] eta: 0:25:34 lr: 0.002366 loss: 0.1875 (0.2019) loss_rec_all: 0.2139 (0.2276) loss_rec_sfr: 0.2398 (0.3011) loss_cl: -0.2796 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [02:43:41.800080] Epoch: [97] [ 920/2904] eta: 0:25:18 lr: 0.002366 loss: 0.1938 (0.2020) loss_rec_all: 0.2196 (0.2278) loss_rec_sfr: 0.2868 (0.3016) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [02:43:56.716817] Epoch: [97] [ 940/2904] eta: 0:25:02 lr: 0.002366 loss: 0.1948 (0.2022) loss_rec_all: 0.2209 (0.2279) loss_rec_sfr: 0.3026 (0.3024) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [02:44:11.635059] Epoch: [97] [ 960/2904] eta: 0:24:46 lr: 0.002366 loss: 0.1946 (0.2023) loss_rec_all: 0.2208 (0.2280) loss_rec_sfr: 0.2889 (0.3027) loss_cl: -0.2784 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [02:44:26.551331] Epoch: [97] [ 980/2904] eta: 0:24:30 lr: 0.002366 loss: 0.1929 (0.2023) loss_rec_all: 0.2186 (0.2280) loss_rec_sfr: 0.2888 (0.3029) loss_cl: -0.2783 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [02:44:41.466416] Epoch: [97] [1000/2904] eta: 0:24:14 lr: 0.002366 loss: 0.1882 (0.2021) loss_rec_all: 0.2138 (0.2279) loss_rec_sfr: 0.2713 (0.3025) loss_cl: -0.2784 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [02:44:56.387677] Epoch: [97] [1020/2904] eta: 0:23:58 lr: 0.002366 loss: 0.1917 (0.2021) loss_rec_all: 0.2178 (0.2279) loss_rec_sfr: 0.2725 (0.3024) loss_cl: -0.2785 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [02:45:11.305205] Epoch: [97] [1040/2904] eta: 0:23:42 lr: 0.002366 loss: 0.1903 (0.2020) loss_rec_all: 0.2159 (0.2277) loss_rec_sfr: 0.2853 (0.3022) loss_cl: -0.2794 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [02:45:26.219664] Epoch: [97] [1060/2904] eta: 0:23:26 lr: 0.002366 loss: 0.1924 (0.2018) loss_rec_all: 0.2185 (0.2276) loss_rec_sfr: 0.2645 (0.3017) loss_cl: -0.2797 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [02:45:41.135706] Epoch: [97] [1080/2904] eta: 0:23:10 lr: 0.002366 loss: 0.1942 (0.2020) loss_rec_all: 0.2200 (0.2278) loss_rec_sfr: 0.2926 (0.3025) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [02:45:56.052653] Epoch: [97] [1100/2904] eta: 0:22:55 lr: 0.002366 loss: 0.1916 (0.2020) loss_rec_all: 0.2173 (0.2278) loss_rec_sfr: 0.2851 (0.3024) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [02:46:10.978378] Epoch: [97] [1120/2904] eta: 0:22:39 lr: 0.002366 loss: 0.1927 (0.2022) loss_rec_all: 0.2185 (0.2279) loss_rec_sfr: 0.2750 (0.3027) loss_cl: -0.2778 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [02:46:25.899027] Epoch: [97] [1140/2904] eta: 0:22:23 lr: 0.002366 loss: 0.1914 (0.2023) loss_rec_all: 0.2171 (0.2280) loss_rec_sfr: 0.2977 (0.3033) loss_cl: -0.2782 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [02:46:40.818961] Epoch: [97] [1160/2904] eta: 0:22:07 lr: 0.002366 loss: 0.1928 (0.2024) loss_rec_all: 0.2189 (0.2281) loss_rec_sfr: 0.2846 (0.3037) loss_cl: -0.2793 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [02:46:55.738760] Epoch: [97] [1180/2904] eta: 0:21:52 lr: 0.002366 loss: 0.1940 (0.2023) loss_rec_all: 0.2197 (0.2281) loss_rec_sfr: 0.2771 (0.3034) loss_cl: -0.2783 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [02:47:10.659279] Epoch: [97] [1200/2904] eta: 0:21:36 lr: 0.002366 loss: 0.1909 (0.2024) loss_rec_all: 0.2172 (0.2281) loss_rec_sfr: 0.2866 (0.3038) loss_cl: -0.2794 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [02:47:25.576932] Epoch: [97] [1220/2904] eta: 0:21:20 lr: 0.002366 loss: 0.1947 (0.2024) loss_rec_all: 0.2207 (0.2281) loss_rec_sfr: 0.2748 (0.3035) loss_cl: -0.2785 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [02:47:40.493461] Epoch: [97] [1240/2904] eta: 0:21:05 lr: 0.002366 loss: 0.1889 (0.2023) loss_rec_all: 0.2150 (0.2280) loss_rec_sfr: 0.2867 (0.3032) loss_cl: -0.2799 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [02:47:55.415590] Epoch: [97] [1260/2904] eta: 0:20:49 lr: 0.002366 loss: 0.1896 (0.2022) loss_rec_all: 0.2156 (0.2279) loss_rec_sfr: 0.2870 (0.3031) loss_cl: -0.2797 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [02:48:10.339890] Epoch: [97] [1280/2904] eta: 0:20:34 lr: 0.002366 loss: 0.1909 (0.2020) loss_rec_all: 0.2164 (0.2278) loss_rec_sfr: 0.2732 (0.3026) loss_cl: -0.2789 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [02:48:25.257813] Epoch: [97] [1300/2904] eta: 0:20:18 lr: 0.002366 loss: 0.1900 (0.2020) loss_rec_all: 0.2164 (0.2277) loss_rec_sfr: 0.2519 (0.3021) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [02:48:40.175483] Epoch: [97] [1320/2904] eta: 0:20:03 lr: 0.002366 loss: 0.1937 (0.2020) loss_rec_all: 0.2195 (0.2277) loss_rec_sfr: 0.2802 (0.3020) loss_cl: -0.2794 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [02:48:55.096567] Epoch: [97] [1340/2904] eta: 0:19:47 lr: 0.002366 loss: 0.1898 (0.2020) loss_rec_all: 0.2160 (0.2277) loss_rec_sfr: 0.2809 (0.3020) loss_cl: -0.2798 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [02:49:10.014548] Epoch: [97] [1360/2904] eta: 0:19:32 lr: 0.002366 loss: 0.1965 (0.2021) loss_rec_all: 0.2223 (0.2279) loss_rec_sfr: 0.2755 (0.3024) loss_cl: -0.2783 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [02:49:24.936858] Epoch: [97] [1380/2904] eta: 0:19:16 lr: 0.002366 loss: 0.1925 (0.2021) loss_rec_all: 0.2186 (0.2279) loss_rec_sfr: 0.2786 (0.3023) loss_cl: -0.2782 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [02:49:39.857539] Epoch: [97] [1400/2904] eta: 0:19:01 lr: 0.002366 loss: 0.1971 (0.2021) loss_rec_all: 0.2231 (0.2279) loss_rec_sfr: 0.2766 (0.3022) loss_cl: -0.2792 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [02:49:54.776371] Epoch: [97] [1420/2904] eta: 0:18:45 lr: 0.002366 loss: 0.1944 (0.2022) loss_rec_all: 0.2205 (0.2280) loss_rec_sfr: 0.2644 (0.3023) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [02:50:09.713291] Epoch: [97] [1440/2904] eta: 0:18:30 lr: 0.002366 loss: 0.1935 (0.2022) loss_rec_all: 0.2193 (0.2279) loss_rec_sfr: 0.2812 (0.3021) loss_cl: -0.2789 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [02:50:24.634744] Epoch: [97] [1460/2904] eta: 0:18:14 lr: 0.002366 loss: 0.1940 (0.2022) loss_rec_all: 0.2196 (0.2280) loss_rec_sfr: 0.2985 (0.3024) loss_cl: -0.2783 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [02:50:39.552927] Epoch: [97] [1480/2904] eta: 0:17:59 lr: 0.002366 loss: 0.1898 (0.2021) loss_rec_all: 0.2156 (0.2279) loss_rec_sfr: 0.2873 (0.3023) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [02:50:54.471009] Epoch: [97] [1500/2904] eta: 0:17:44 lr: 0.002366 loss: 0.1915 (0.2020) loss_rec_all: 0.2175 (0.2278) loss_rec_sfr: 0.2773 (0.3019) loss_cl: -0.2799 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [02:51:09.390835] Epoch: [97] [1520/2904] eta: 0:17:28 lr: 0.002366 loss: 0.1892 (0.2019) loss_rec_all: 0.2150 (0.2277) loss_rec_sfr: 0.2440 (0.3015) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [02:51:24.308957] Epoch: [97] [1540/2904] eta: 0:17:13 lr: 0.002366 loss: 0.1980 (0.2020) loss_rec_all: 0.2240 (0.2278) loss_rec_sfr: 0.2997 (0.3019) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [02:51:39.225191] Epoch: [97] [1560/2904] eta: 0:16:57 lr: 0.002366 loss: 0.1951 (0.2021) loss_rec_all: 0.2209 (0.2279) loss_rec_sfr: 0.2916 (0.3022) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [02:51:54.141319] Epoch: [97] [1580/2904] eta: 0:16:42 lr: 0.002366 loss: 0.1901 (0.2021) loss_rec_all: 0.2160 (0.2279) loss_rec_sfr: 0.2897 (0.3023) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [02:52:09.052831] Epoch: [97] [1600/2904] eta: 0:16:27 lr: 0.002366 loss: 0.1898 (0.2021) loss_rec_all: 0.2162 (0.2278) loss_rec_sfr: 0.2870 (0.3022) loss_cl: -0.2807 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [02:52:23.969746] Epoch: [97] [1620/2904] eta: 0:16:11 lr: 0.002366 loss: 0.1934 (0.2022) loss_rec_all: 0.2196 (0.2279) loss_rec_sfr: 0.2919 (0.3026) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [02:52:38.889736] Epoch: [97] [1640/2904] eta: 0:15:56 lr: 0.002366 loss: 0.1895 (0.2021) loss_rec_all: 0.2153 (0.2279) loss_rec_sfr: 0.2715 (0.3025) loss_cl: -0.2782 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [02:52:53.805205] Epoch: [97] [1660/2904] eta: 0:15:41 lr: 0.002366 loss: 0.1924 (0.2022) loss_rec_all: 0.2186 (0.2279) loss_rec_sfr: 0.2747 (0.3026) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [02:53:08.720605] Epoch: [97] [1680/2904] eta: 0:15:26 lr: 0.002366 loss: 0.1937 (0.2023) loss_rec_all: 0.2197 (0.2280) loss_rec_sfr: 0.2790 (0.3028) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [02:53:23.642968] Epoch: [97] [1700/2904] eta: 0:15:10 lr: 0.002366 loss: 0.1927 (0.2023) loss_rec_all: 0.2184 (0.2281) loss_rec_sfr: 0.2925 (0.3030) loss_cl: -0.2786 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [02:53:38.567368] Epoch: [97] [1720/2904] eta: 0:14:55 lr: 0.002366 loss: 0.1955 (0.2024) loss_rec_all: 0.2211 (0.2281) loss_rec_sfr: 0.2945 (0.3032) loss_cl: -0.2786 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [02:53:53.494258] Epoch: [97] [1740/2904] eta: 0:14:40 lr: 0.002366 loss: 0.1891 (0.2023) loss_rec_all: 0.2154 (0.2280) loss_rec_sfr: 0.2561 (0.3030) loss_cl: -0.2785 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [02:54:08.412700] Epoch: [97] [1760/2904] eta: 0:14:25 lr: 0.002366 loss: 0.1881 (0.2023) loss_rec_all: 0.2140 (0.2281) loss_rec_sfr: 0.2950 (0.3033) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [02:54:23.328837] Epoch: [97] [1780/2904] eta: 0:14:09 lr: 0.002366 loss: 0.1958 (0.2024) loss_rec_all: 0.2220 (0.2281) loss_rec_sfr: 0.2869 (0.3033) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [02:54:38.242899] Epoch: [97] [1800/2904] eta: 0:13:54 lr: 0.002366 loss: 0.1940 (0.2024) loss_rec_all: 0.2199 (0.2281) loss_rec_sfr: 0.2924 (0.3033) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [02:54:53.153747] Epoch: [97] [1820/2904] eta: 0:13:39 lr: 0.002366 loss: 0.1903 (0.2023) loss_rec_all: 0.2161 (0.2281) loss_rec_sfr: 0.2904 (0.3034) loss_cl: -0.2792 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [02:55:08.064828] Epoch: [97] [1840/2904] eta: 0:13:24 lr: 0.002366 loss: 0.1923 (0.2024) loss_rec_all: 0.2183 (0.2281) loss_rec_sfr: 0.2904 (0.3035) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [02:55:22.978533] Epoch: [97] [1860/2904] eta: 0:13:08 lr: 0.002366 loss: 0.1878 (0.2023) loss_rec_all: 0.2137 (0.2281) loss_rec_sfr: 0.2751 (0.3034) loss_cl: -0.2793 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [02:55:37.888831] Epoch: [97] [1880/2904] eta: 0:12:53 lr: 0.002366 loss: 0.1918 (0.2024) loss_rec_all: 0.2175 (0.2282) loss_rec_sfr: 0.2822 (0.3035) loss_cl: -0.2783 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [02:55:52.798707] Epoch: [97] [1900/2904] eta: 0:12:38 lr: 0.002366 loss: 0.1922 (0.2024) loss_rec_all: 0.2181 (0.2281) loss_rec_sfr: 0.2725 (0.3033) loss_cl: -0.2791 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [02:56:07.713844] Epoch: [97] [1920/2904] eta: 0:12:23 lr: 0.002366 loss: 0.1896 (0.2023) loss_rec_all: 0.2160 (0.2281) loss_rec_sfr: 0.2761 (0.3032) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [02:56:22.627220] Epoch: [97] [1940/2904] eta: 0:12:07 lr: 0.002366 loss: 0.1874 (0.2023) loss_rec_all: 0.2136 (0.2280) loss_rec_sfr: 0.2910 (0.3031) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [02:56:37.535903] Epoch: [97] [1960/2904] eta: 0:11:52 lr: 0.002366 loss: 0.1979 (0.2024) loss_rec_all: 0.2239 (0.2282) loss_rec_sfr: 0.2990 (0.3036) loss_cl: -0.2783 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [02:56:52.449766] Epoch: [97] [1980/2904] eta: 0:11:37 lr: 0.002366 loss: 0.1896 (0.2025) loss_rec_all: 0.2158 (0.2282) loss_rec_sfr: 0.2908 (0.3038) loss_cl: -0.2797 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [02:57:07.362104] Epoch: [97] [2000/2904] eta: 0:11:22 lr: 0.002366 loss: 0.1933 (0.2024) loss_rec_all: 0.2191 (0.2282) loss_rec_sfr: 0.2942 (0.3037) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [02:57:22.279824] Epoch: [97] [2020/2904] eta: 0:11:07 lr: 0.002366 loss: 0.1944 (0.2025) loss_rec_all: 0.2201 (0.2282) loss_rec_sfr: 0.2935 (0.3038) loss_cl: -0.2777 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [02:57:37.199940] Epoch: [97] [2040/2904] eta: 0:10:52 lr: 0.002366 loss: 0.1913 (0.2025) loss_rec_all: 0.2173 (0.2282) loss_rec_sfr: 0.2761 (0.3038) loss_cl: -0.2791 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [02:57:52.123224] Epoch: [97] [2060/2904] eta: 0:10:36 lr: 0.002366 loss: 0.1923 (0.2025) loss_rec_all: 0.2183 (0.2282) loss_rec_sfr: 0.2815 (0.3038) loss_cl: -0.2794 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [02:58:07.040254] Epoch: [97] [2080/2904] eta: 0:10:21 lr: 0.002366 loss: 0.1912 (0.2025) loss_rec_all: 0.2170 (0.2282) loss_rec_sfr: 0.2868 (0.3038) loss_cl: -0.2799 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [02:58:21.960269] Epoch: [97] [2100/2904] eta: 0:10:06 lr: 0.002366 loss: 0.1877 (0.2023) loss_rec_all: 0.2139 (0.2281) loss_rec_sfr: 0.2403 (0.3034) loss_cl: -0.2793 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [02:58:36.880441] Epoch: [97] [2120/2904] eta: 0:09:51 lr: 0.002366 loss: 0.1926 (0.2024) loss_rec_all: 0.2188 (0.2281) loss_rec_sfr: 0.2642 (0.3033) loss_cl: -0.2783 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [02:58:51.797954] Epoch: [97] [2140/2904] eta: 0:09:36 lr: 0.002366 loss: 0.1970 (0.2025) loss_rec_all: 0.2231 (0.2282) loss_rec_sfr: 0.2850 (0.3036) loss_cl: -0.2779 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [02:59:06.720634] Epoch: [97] [2160/2904] eta: 0:09:21 lr: 0.002366 loss: 0.1929 (0.2025) loss_rec_all: 0.2189 (0.2282) loss_rec_sfr: 0.2889 (0.3036) loss_cl: -0.2785 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [02:59:21.639573] Epoch: [97] [2180/2904] eta: 0:09:05 lr: 0.002366 loss: 0.2001 (0.2026) loss_rec_all: 0.2258 (0.2284) loss_rec_sfr: 0.2856 (0.3039) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [02:59:36.549490] Epoch: [97] [2200/2904] eta: 0:08:50 lr: 0.002366 loss: 0.1932 (0.2026) loss_rec_all: 0.2193 (0.2283) loss_rec_sfr: 0.2877 (0.3040) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [02:59:51.468007] Epoch: [97] [2220/2904] eta: 0:08:35 lr: 0.002366 loss: 0.1938 (0.2026) loss_rec_all: 0.2196 (0.2284) loss_rec_sfr: 0.2670 (0.3040) loss_cl: -0.2797 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [03:00:06.380757] Epoch: [97] [2240/2904] eta: 0:08:20 lr: 0.002366 loss: 0.1927 (0.2026) loss_rec_all: 0.2185 (0.2284) loss_rec_sfr: 0.3132 (0.3041) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [03:00:21.300179] Epoch: [97] [2260/2904] eta: 0:08:05 lr: 0.002366 loss: 0.1922 (0.2027) loss_rec_all: 0.2177 (0.2284) loss_rec_sfr: 0.2892 (0.3042) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [03:00:36.220496] Epoch: [97] [2280/2904] eta: 0:07:50 lr: 0.002366 loss: 0.1953 (0.2026) loss_rec_all: 0.2208 (0.2284) loss_rec_sfr: 0.2793 (0.3041) loss_cl: -0.2775 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [03:00:51.137176] Epoch: [97] [2300/2904] eta: 0:07:35 lr: 0.002366 loss: 0.1931 (0.2026) loss_rec_all: 0.2187 (0.2284) loss_rec_sfr: 0.2863 (0.3040) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [03:01:06.051108] Epoch: [97] [2320/2904] eta: 0:07:20 lr: 0.002366 loss: 0.1923 (0.2026) loss_rec_all: 0.2181 (0.2283) loss_rec_sfr: 0.2823 (0.3039) loss_cl: -0.2784 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [03:01:20.960503] Epoch: [97] [2340/2904] eta: 0:07:05 lr: 0.002366 loss: 0.1928 (0.2026) loss_rec_all: 0.2186 (0.2283) loss_rec_sfr: 0.2827 (0.3040) loss_cl: -0.2784 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [03:01:35.871086] Epoch: [97] [2360/2904] eta: 0:06:49 lr: 0.002366 loss: 0.1859 (0.2025) loss_rec_all: 0.2122 (0.2282) loss_rec_sfr: 0.2695 (0.3036) loss_cl: -0.2801 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [03:01:50.782730] Epoch: [97] [2380/2904] eta: 0:06:34 lr: 0.002366 loss: 0.1928 (0.2025) loss_rec_all: 0.2189 (0.2282) loss_rec_sfr: 0.2830 (0.3037) loss_cl: -0.2799 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [03:02:05.702807] Epoch: [97] [2400/2904] eta: 0:06:19 lr: 0.002366 loss: 0.1899 (0.2025) loss_rec_all: 0.2160 (0.2282) loss_rec_sfr: 0.2876 (0.3038) loss_cl: -0.2783 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [03:02:20.621378] Epoch: [97] [2420/2904] eta: 0:06:04 lr: 0.002366 loss: 0.1891 (0.2024) loss_rec_all: 0.2155 (0.2282) loss_rec_sfr: 0.2846 (0.3037) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [03:02:35.535767] Epoch: [97] [2440/2904] eta: 0:05:49 lr: 0.002366 loss: 0.1920 (0.2025) loss_rec_all: 0.2180 (0.2282) loss_rec_sfr: 0.2958 (0.3038) loss_cl: -0.2783 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [03:02:50.453672] Epoch: [97] [2460/2904] eta: 0:05:34 lr: 0.002366 loss: 0.1921 (0.2025) loss_rec_all: 0.2183 (0.2283) loss_rec_sfr: 0.2861 (0.3040) loss_cl: -0.2781 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [03:03:05.368712] Epoch: [97] [2480/2904] eta: 0:05:19 lr: 0.002366 loss: 0.1897 (0.2025) loss_rec_all: 0.2158 (0.2283) loss_rec_sfr: 0.2718 (0.3039) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [03:03:20.289160] Epoch: [97] [2500/2904] eta: 0:05:04 lr: 0.002366 loss: 0.1932 (0.2025) loss_rec_all: 0.2190 (0.2283) loss_rec_sfr: 0.2762 (0.3040) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [03:03:35.201166] Epoch: [97] [2520/2904] eta: 0:04:49 lr: 0.002366 loss: 0.1925 (0.2025) loss_rec_all: 0.2181 (0.2282) loss_rec_sfr: 0.2955 (0.3039) loss_cl: -0.2784 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [03:03:50.115807] Epoch: [97] [2540/2904] eta: 0:04:34 lr: 0.002366 loss: 0.2005 (0.2026) loss_rec_all: 0.2265 (0.2283) loss_rec_sfr: 0.2845 (0.3040) loss_cl: -0.2793 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [03:04:05.030319] Epoch: [97] [2560/2904] eta: 0:04:18 lr: 0.002366 loss: 0.1906 (0.2025) loss_rec_all: 0.2169 (0.2283) loss_rec_sfr: 0.2792 (0.3038) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [03:04:19.949553] Epoch: [97] [2580/2904] eta: 0:04:03 lr: 0.002366 loss: 0.1959 (0.2026) loss_rec_all: 0.2215 (0.2283) loss_rec_sfr: 0.2724 (0.3039) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [03:04:34.864559] Epoch: [97] [2600/2904] eta: 0:03:48 lr: 0.002366 loss: 0.1944 (0.2027) loss_rec_all: 0.2201 (0.2284) loss_rec_sfr: 0.2806 (0.3042) loss_cl: -0.2779 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [03:04:49.775502] Epoch: [97] [2620/2904] eta: 0:03:33 lr: 0.002366 loss: 0.1923 (0.2026) loss_rec_all: 0.2185 (0.2284) loss_rec_sfr: 0.2756 (0.3041) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [03:05:04.689316] Epoch: [97] [2640/2904] eta: 0:03:18 lr: 0.002366 loss: 0.1936 (0.2027) loss_rec_all: 0.2195 (0.2284) loss_rec_sfr: 0.2853 (0.3042) loss_cl: -0.2784 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [03:05:19.604163] Epoch: [97] [2660/2904] eta: 0:03:03 lr: 0.002366 loss: 0.1942 (0.2027) loss_rec_all: 0.2200 (0.2284) loss_rec_sfr: 0.2759 (0.3041) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [03:05:34.517022] Epoch: [97] [2680/2904] eta: 0:02:48 lr: 0.002366 loss: 0.1897 (0.2027) loss_rec_all: 0.2160 (0.2284) loss_rec_sfr: 0.2765 (0.3040) loss_cl: -0.2783 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [03:05:49.431843] Epoch: [97] [2700/2904] eta: 0:02:33 lr: 0.002366 loss: 0.1916 (0.2026) loss_rec_all: 0.2176 (0.2284) loss_rec_sfr: 0.2726 (0.3040) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [03:06:04.345338] Epoch: [97] [2720/2904] eta: 0:02:18 lr: 0.002366 loss: 0.1905 (0.2026) loss_rec_all: 0.2166 (0.2284) loss_rec_sfr: 0.2747 (0.3040) loss_cl: -0.2795 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [03:06:19.263997] Epoch: [97] [2740/2904] eta: 0:02:03 lr: 0.002366 loss: 0.1948 (0.2027) loss_rec_all: 0.2209 (0.2284) loss_rec_sfr: 0.2508 (0.3039) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [03:06:34.182770] Epoch: [97] [2760/2904] eta: 0:01:48 lr: 0.002366 loss: 0.1899 (0.2027) loss_rec_all: 0.2161 (0.2284) loss_rec_sfr: 0.2846 (0.3040) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [03:06:49.102004] Epoch: [97] [2780/2904] eta: 0:01:33 lr: 0.002366 loss: 0.1886 (0.2026) loss_rec_all: 0.2144 (0.2284) loss_rec_sfr: 0.2739 (0.3038) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [03:07:04.018165] Epoch: [97] [2800/2904] eta: 0:01:18 lr: 0.002366 loss: 0.1923 (0.2026) loss_rec_all: 0.2184 (0.2283) loss_rec_sfr: 0.2811 (0.3037) loss_cl: -0.2783 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [03:07:18.925771] Epoch: [97] [2820/2904] eta: 0:01:03 lr: 0.002366 loss: 0.1914 (0.2025) loss_rec_all: 0.2177 (0.2283) loss_rec_sfr: 0.2620 (0.3035) loss_cl: -0.2789 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [03:07:33.873043] Epoch: [97] [2840/2904] eta: 0:00:48 lr: 0.002366 loss: 0.1902 (0.2025) loss_rec_all: 0.2166 (0.2283) loss_rec_sfr: 0.2726 (0.3035) loss_cl: -0.2784 (-0.2788) time: 0.7473 data: 0.0023 max mem: 29860 [03:07:48.770868] Epoch: [97] [2860/2904] eta: 0:00:33 lr: 0.002366 loss: 0.1925 (0.2025) loss_rec_all: 0.2186 (0.2283) loss_rec_sfr: 0.2949 (0.3034) loss_cl: -0.2792 (-0.2788) time: 0.7449 data: 0.0001 max mem: 29860 [03:08:03.671232] Epoch: [97] [2880/2904] eta: 0:00:18 lr: 0.002366 loss: 0.1858 (0.2025) loss_rec_all: 0.2118 (0.2282) loss_rec_sfr: 0.2907 (0.3035) loss_cl: -0.2789 (-0.2788) time: 0.7450 data: 0.0001 max mem: 29860 [03:08:18.573989] Epoch: [97] [2900/2904] eta: 0:00:03 lr: 0.002366 loss: 0.1910 (0.2024) loss_rec_all: 0.2171 (0.2282) loss_rec_sfr: 0.2414 (0.3033) loss_cl: -0.2787 (-0.2788) time: 0.7451 data: 0.0001 max mem: 29860 [03:08:20.816615] Epoch: [97] [2903/2904] eta: 0:00:00 lr: 0.002366 loss: 0.1915 (0.2025) loss_rec_all: 0.2180 (0.2282) loss_rec_sfr: 0.2417 (0.3034) loss_cl: -0.2787 (-0.2788) time: 0.7452 data: 0.0001 max mem: 29860 [03:08:22.884515] Epoch: [97] Total time: 0:36:26 (0.7528 s / it) [03:08:22.887548] Averaged stats: lr: 0.002366 loss: 0.1915 (0.2046) loss_rec_all: 0.2180 (0.2281) loss_rec_sfr: 0.2417 (0.3032) loss_cl: -0.2787 (-0.2555) [03:08:22.892195] log_dir: ./checkpoint/VF2_ViT-B [03:08:41.455466] Epoch: [98] [ 0/2904] eta: 14:58:25 lr: 0.002366 loss: 0.2598 (0.2598) loss_rec_all: 0.2842 (0.2842) loss_rec_sfr: 0.4817 (0.4817) loss_cl: -0.2775 (-0.2775) time: 18.5624 data: 14.7479 max mem: 29860 [03:08:56.699819] Epoch: [98] [ 20/2904] eta: 1:17:22 lr: 0.002366 loss: 0.1922 (0.2060) loss_rec_all: 0.2181 (0.2317) loss_rec_sfr: 0.2885 (0.3141) loss_cl: -0.2788 (-0.2788) time: 0.7622 data: 0.0002 max mem: 29860 [03:09:11.578148] Epoch: [98] [ 40/2904] eta: 0:56:40 lr: 0.002366 loss: 0.1903 (0.2085) loss_rec_all: 0.2166 (0.2341) loss_rec_sfr: 0.2881 (0.3214) loss_cl: -0.2782 (-0.2785) time: 0.7439 data: 0.0002 max mem: 29860 [03:09:26.469585] Epoch: [98] [ 60/2904] eta: 0:49:24 lr: 0.002366 loss: 0.1924 (0.2076) loss_rec_all: 0.2183 (0.2332) loss_rec_sfr: 0.2945 (0.3235) loss_cl: -0.2785 (-0.2784) time: 0.7445 data: 0.0002 max mem: 29860 [03:09:41.370670] Epoch: [98] [ 80/2904] eta: 0:45:35 lr: 0.002366 loss: 0.1945 (0.2070) loss_rec_all: 0.2207 (0.2326) loss_rec_sfr: 0.2738 (0.3195) loss_cl: -0.2789 (-0.2786) time: 0.7450 data: 0.0002 max mem: 29860 [03:09:56.274913] Epoch: [98] [ 100/2904] eta: 0:43:12 lr: 0.002366 loss: 0.1938 (0.2059) loss_rec_all: 0.2198 (0.2315) loss_rec_sfr: 0.2779 (0.3154) loss_cl: -0.2793 (-0.2787) time: 0.7452 data: 0.0002 max mem: 29860 [03:10:11.192551] Epoch: [98] [ 120/2904] eta: 0:41:31 lr: 0.002366 loss: 0.1914 (0.2060) loss_rec_all: 0.2172 (0.2317) loss_rec_sfr: 0.2835 (0.3156) loss_cl: -0.2794 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [03:10:26.113897] Epoch: [98] [ 140/2904] eta: 0:40:15 lr: 0.002366 loss: 0.1919 (0.2053) loss_rec_all: 0.2179 (0.2310) loss_rec_sfr: 0.2902 (0.3144) loss_cl: -0.2782 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [03:10:41.032373] Epoch: [98] [ 160/2904] eta: 0:39:14 lr: 0.002366 loss: 0.1961 (0.2050) loss_rec_all: 0.2217 (0.2307) loss_rec_sfr: 0.2951 (0.3147) loss_cl: -0.2787 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [03:10:55.957053] Epoch: [98] [ 180/2904] eta: 0:38:23 lr: 0.002366 loss: 0.1878 (0.2040) loss_rec_all: 0.2135 (0.2297) loss_rec_sfr: 0.2447 (0.3104) loss_cl: -0.2787 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [03:11:10.870755] Epoch: [98] [ 200/2904] eta: 0:37:39 lr: 0.002366 loss: 0.1940 (0.2049) loss_rec_all: 0.2200 (0.2306) loss_rec_sfr: 0.2853 (0.3130) loss_cl: -0.2790 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [03:11:25.815808] Epoch: [98] [ 220/2904] eta: 0:37:01 lr: 0.002366 loss: 0.1895 (0.2042) loss_rec_all: 0.2152 (0.2299) loss_rec_sfr: 0.2673 (0.3101) loss_cl: -0.2788 (-0.2787) time: 0.7472 data: 0.0002 max mem: 29860 [03:11:40.739095] Epoch: [98] [ 240/2904] eta: 0:36:26 lr: 0.002366 loss: 0.1970 (0.2043) loss_rec_all: 0.2226 (0.2300) loss_rec_sfr: 0.2902 (0.3108) loss_cl: -0.2786 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [03:11:55.660482] Epoch: [98] [ 260/2904] eta: 0:35:55 lr: 0.002366 loss: 0.1894 (0.2037) loss_rec_all: 0.2155 (0.2294) loss_rec_sfr: 0.2852 (0.3092) loss_cl: -0.2789 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [03:12:10.595309] Epoch: [98] [ 280/2904] eta: 0:35:26 lr: 0.002366 loss: 0.1909 (0.2036) loss_rec_all: 0.2165 (0.2293) loss_rec_sfr: 0.2687 (0.3084) loss_cl: -0.2784 (-0.2787) time: 0.7467 data: 0.0002 max mem: 29860 [03:12:25.519265] Epoch: [98] [ 300/2904] eta: 0:34:58 lr: 0.002366 loss: 0.1912 (0.2036) loss_rec_all: 0.2174 (0.2293) loss_rec_sfr: 0.2876 (0.3083) loss_cl: -0.2789 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [03:12:40.441891] Epoch: [98] [ 320/2904] eta: 0:34:33 lr: 0.002366 loss: 0.1933 (0.2039) loss_rec_all: 0.2189 (0.2296) loss_rec_sfr: 0.2941 (0.3093) loss_cl: -0.2787 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [03:12:55.356919] Epoch: [98] [ 340/2904] eta: 0:34:08 lr: 0.002366 loss: 0.1901 (0.2032) loss_rec_all: 0.2161 (0.2290) loss_rec_sfr: 0.2867 (0.3073) loss_cl: -0.2790 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [03:13:10.273073] Epoch: [98] [ 360/2904] eta: 0:33:45 lr: 0.002366 loss: 0.1927 (0.2033) loss_rec_all: 0.2186 (0.2290) loss_rec_sfr: 0.2878 (0.3071) loss_cl: -0.2788 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [03:13:25.190854] Epoch: [98] [ 380/2904] eta: 0:33:22 lr: 0.002366 loss: 0.1885 (0.2029) loss_rec_all: 0.2145 (0.2287) loss_rec_sfr: 0.2871 (0.3063) loss_cl: -0.2784 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [03:13:40.114802] Epoch: [98] [ 400/2904] eta: 0:33:00 lr: 0.002366 loss: 0.1944 (0.2032) loss_rec_all: 0.2200 (0.2289) loss_rec_sfr: 0.2861 (0.3070) loss_cl: -0.2782 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [03:13:55.034925] Epoch: [98] [ 420/2904] eta: 0:32:39 lr: 0.002366 loss: 0.1885 (0.2032) loss_rec_all: 0.2142 (0.2289) loss_rec_sfr: 0.2921 (0.3071) loss_cl: -0.2786 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [03:14:09.960836] Epoch: [98] [ 440/2904] eta: 0:32:19 lr: 0.002365 loss: 0.1936 (0.2032) loss_rec_all: 0.2197 (0.2289) loss_rec_sfr: 0.2747 (0.3066) loss_cl: -0.2783 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [03:14:24.881252] Epoch: [98] [ 460/2904] eta: 0:31:58 lr: 0.002365 loss: 0.1893 (0.2029) loss_rec_all: 0.2150 (0.2286) loss_rec_sfr: 0.2511 (0.3053) loss_cl: -0.2791 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [03:14:39.799732] Epoch: [98] [ 480/2904] eta: 0:31:39 lr: 0.002365 loss: 0.1916 (0.2028) loss_rec_all: 0.2178 (0.2285) loss_rec_sfr: 0.2853 (0.3050) loss_cl: -0.2794 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [03:14:54.717986] Epoch: [98] [ 500/2904] eta: 0:31:20 lr: 0.002365 loss: 0.1901 (0.2026) loss_rec_all: 0.2163 (0.2283) loss_rec_sfr: 0.2778 (0.3043) loss_cl: -0.2784 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [03:15:09.638855] Epoch: [98] [ 520/2904] eta: 0:31:01 lr: 0.002365 loss: 0.1990 (0.2030) loss_rec_all: 0.2250 (0.2287) loss_rec_sfr: 0.2914 (0.3058) loss_cl: -0.2792 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [03:15:24.565870] Epoch: [98] [ 540/2904] eta: 0:30:42 lr: 0.002365 loss: 0.1919 (0.2031) loss_rec_all: 0.2176 (0.2289) loss_rec_sfr: 0.2988 (0.3067) loss_cl: -0.2786 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [03:15:39.485420] Epoch: [98] [ 560/2904] eta: 0:30:24 lr: 0.002365 loss: 0.1975 (0.2035) loss_rec_all: 0.2234 (0.2292) loss_rec_sfr: 0.2800 (0.3078) loss_cl: -0.2783 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [03:15:54.410267] Epoch: [98] [ 580/2904] eta: 0:30:05 lr: 0.002365 loss: 0.1957 (0.2037) loss_rec_all: 0.2215 (0.2294) loss_rec_sfr: 0.2863 (0.3083) loss_cl: -0.2780 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [03:16:09.334015] Epoch: [98] [ 600/2904] eta: 0:29:48 lr: 0.002365 loss: 0.1904 (0.2034) loss_rec_all: 0.2161 (0.2291) loss_rec_sfr: 0.2790 (0.3075) loss_cl: -0.2788 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [03:16:24.255680] Epoch: [98] [ 620/2904] eta: 0:29:30 lr: 0.002365 loss: 0.1865 (0.2032) loss_rec_all: 0.2129 (0.2289) loss_rec_sfr: 0.2720 (0.3068) loss_cl: -0.2792 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [03:16:39.173076] Epoch: [98] [ 640/2904] eta: 0:29:12 lr: 0.002365 loss: 0.1940 (0.2033) loss_rec_all: 0.2199 (0.2290) loss_rec_sfr: 0.2828 (0.3072) loss_cl: -0.2793 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [03:16:54.093665] Epoch: [98] [ 660/2904] eta: 0:28:55 lr: 0.002365 loss: 0.1933 (0.2034) loss_rec_all: 0.2192 (0.2291) loss_rec_sfr: 0.2913 (0.3073) loss_cl: -0.2788 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [03:17:09.016872] Epoch: [98] [ 680/2904] eta: 0:28:38 lr: 0.002365 loss: 0.1959 (0.2037) loss_rec_all: 0.2216 (0.2294) loss_rec_sfr: 0.2952 (0.3084) loss_cl: -0.2789 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [03:17:23.943831] Epoch: [98] [ 700/2904] eta: 0:28:21 lr: 0.002365 loss: 0.1930 (0.2036) loss_rec_all: 0.2187 (0.2293) loss_rec_sfr: 0.2974 (0.3085) loss_cl: -0.2797 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [03:17:38.866983] Epoch: [98] [ 720/2904] eta: 0:28:04 lr: 0.002365 loss: 0.1942 (0.2034) loss_rec_all: 0.2203 (0.2292) loss_rec_sfr: 0.2736 (0.3078) loss_cl: -0.2795 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [03:17:53.780939] Epoch: [98] [ 740/2904] eta: 0:27:47 lr: 0.002365 loss: 0.1888 (0.2032) loss_rec_all: 0.2146 (0.2289) loss_rec_sfr: 0.2822 (0.3071) loss_cl: -0.2785 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [03:18:08.696196] Epoch: [98] [ 760/2904] eta: 0:27:30 lr: 0.002365 loss: 0.1955 (0.2032) loss_rec_all: 0.2213 (0.2289) loss_rec_sfr: 0.2776 (0.3067) loss_cl: -0.2783 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [03:18:23.611551] Epoch: [98] [ 780/2904] eta: 0:27:13 lr: 0.002365 loss: 0.1933 (0.2033) loss_rec_all: 0.2193 (0.2290) loss_rec_sfr: 0.2904 (0.3071) loss_cl: -0.2793 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [03:18:38.524799] Epoch: [98] [ 800/2904] eta: 0:26:57 lr: 0.002365 loss: 0.1946 (0.2032) loss_rec_all: 0.2205 (0.2290) loss_rec_sfr: 0.2652 (0.3068) loss_cl: -0.2794 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [03:18:53.437609] Epoch: [98] [ 820/2904] eta: 0:26:40 lr: 0.002365 loss: 0.1918 (0.2032) loss_rec_all: 0.2176 (0.2289) loss_rec_sfr: 0.2752 (0.3064) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [03:19:08.356649] Epoch: [98] [ 840/2904] eta: 0:26:24 lr: 0.002365 loss: 0.1912 (0.2030) loss_rec_all: 0.2174 (0.2288) loss_rec_sfr: 0.2804 (0.3060) loss_cl: -0.2786 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [03:19:23.280062] Epoch: [98] [ 860/2904] eta: 0:26:07 lr: 0.002365 loss: 0.1897 (0.2030) loss_rec_all: 0.2156 (0.2287) loss_rec_sfr: 0.2596 (0.3056) loss_cl: -0.2789 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [03:19:38.207579] Epoch: [98] [ 880/2904] eta: 0:25:51 lr: 0.002365 loss: 0.1903 (0.2030) loss_rec_all: 0.2161 (0.2287) loss_rec_sfr: 0.3008 (0.3058) loss_cl: -0.2793 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [03:19:53.128518] Epoch: [98] [ 900/2904] eta: 0:25:35 lr: 0.002365 loss: 0.1898 (0.2030) loss_rec_all: 0.2159 (0.2287) loss_rec_sfr: 0.2499 (0.3055) loss_cl: -0.2799 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [03:20:08.050345] Epoch: [98] [ 920/2904] eta: 0:25:18 lr: 0.002365 loss: 0.1920 (0.2029) loss_rec_all: 0.2177 (0.2287) loss_rec_sfr: 0.2599 (0.3052) loss_cl: -0.2782 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [03:20:22.974983] Epoch: [98] [ 940/2904] eta: 0:25:02 lr: 0.002365 loss: 0.1906 (0.2028) loss_rec_all: 0.2164 (0.2285) loss_rec_sfr: 0.2794 (0.3047) loss_cl: -0.2785 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [03:20:37.904198] Epoch: [98] [ 960/2904] eta: 0:24:46 lr: 0.002365 loss: 0.1908 (0.2027) loss_rec_all: 0.2168 (0.2284) loss_rec_sfr: 0.2895 (0.3043) loss_cl: -0.2784 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [03:20:52.833595] Epoch: [98] [ 980/2904] eta: 0:24:30 lr: 0.002365 loss: 0.1911 (0.2026) loss_rec_all: 0.2170 (0.2284) loss_rec_sfr: 0.2923 (0.3043) loss_cl: -0.2797 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [03:21:07.762933] Epoch: [98] [1000/2904] eta: 0:24:14 lr: 0.002365 loss: 0.1913 (0.2025) loss_rec_all: 0.2173 (0.2283) loss_rec_sfr: 0.2715 (0.3039) loss_cl: -0.2792 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [03:21:22.693163] Epoch: [98] [1020/2904] eta: 0:23:58 lr: 0.002365 loss: 0.1925 (0.2027) loss_rec_all: 0.2186 (0.2284) loss_rec_sfr: 0.2882 (0.3044) loss_cl: -0.2789 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [03:21:37.617441] Epoch: [98] [1040/2904] eta: 0:23:42 lr: 0.002365 loss: 0.1893 (0.2024) loss_rec_all: 0.2157 (0.2282) loss_rec_sfr: 0.2533 (0.3035) loss_cl: -0.2790 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [03:21:52.534126] Epoch: [98] [1060/2904] eta: 0:23:27 lr: 0.002365 loss: 0.1915 (0.2024) loss_rec_all: 0.2172 (0.2281) loss_rec_sfr: 0.2695 (0.3033) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [03:22:07.451981] Epoch: [98] [1080/2904] eta: 0:23:11 lr: 0.002365 loss: 0.1901 (0.2023) loss_rec_all: 0.2165 (0.2281) loss_rec_sfr: 0.2832 (0.3031) loss_cl: -0.2784 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [03:22:22.374652] Epoch: [98] [1100/2904] eta: 0:22:55 lr: 0.002365 loss: 0.1935 (0.2024) loss_rec_all: 0.2196 (0.2281) loss_rec_sfr: 0.2900 (0.3035) loss_cl: -0.2779 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [03:22:37.289595] Epoch: [98] [1120/2904] eta: 0:22:39 lr: 0.002365 loss: 0.1933 (0.2025) loss_rec_all: 0.2191 (0.2282) loss_rec_sfr: 0.2994 (0.3039) loss_cl: -0.2802 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [03:22:52.206767] Epoch: [98] [1140/2904] eta: 0:22:23 lr: 0.002365 loss: 0.1899 (0.2025) loss_rec_all: 0.2160 (0.2282) loss_rec_sfr: 0.2938 (0.3042) loss_cl: -0.2807 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [03:23:07.127177] Epoch: [98] [1160/2904] eta: 0:22:08 lr: 0.002365 loss: 0.1920 (0.2026) loss_rec_all: 0.2181 (0.2283) loss_rec_sfr: 0.2925 (0.3045) loss_cl: -0.2791 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [03:23:22.044094] Epoch: [98] [1180/2904] eta: 0:21:52 lr: 0.002365 loss: 0.1918 (0.2025) loss_rec_all: 0.2178 (0.2283) loss_rec_sfr: 0.2887 (0.3045) loss_cl: -0.2777 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [03:23:36.965503] Epoch: [98] [1200/2904] eta: 0:21:36 lr: 0.002365 loss: 0.1946 (0.2024) loss_rec_all: 0.2207 (0.2282) loss_rec_sfr: 0.2773 (0.3043) loss_cl: -0.2781 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [03:23:51.890879] Epoch: [98] [1220/2904] eta: 0:21:21 lr: 0.002365 loss: 0.2000 (0.2026) loss_rec_all: 0.2259 (0.2284) loss_rec_sfr: 0.2903 (0.3049) loss_cl: -0.2786 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [03:24:06.817016] Epoch: [98] [1240/2904] eta: 0:21:05 lr: 0.002365 loss: 0.1924 (0.2025) loss_rec_all: 0.2184 (0.2283) loss_rec_sfr: 0.2591 (0.3043) loss_cl: -0.2793 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [03:24:21.743686] Epoch: [98] [1260/2904] eta: 0:20:50 lr: 0.002365 loss: 0.1938 (0.2026) loss_rec_all: 0.2199 (0.2284) loss_rec_sfr: 0.2928 (0.3047) loss_cl: -0.2799 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [03:24:36.663656] Epoch: [98] [1280/2904] eta: 0:20:34 lr: 0.002365 loss: 0.1885 (0.2027) loss_rec_all: 0.2149 (0.2285) loss_rec_sfr: 0.3038 (0.3050) loss_cl: -0.2783 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [03:24:51.585118] Epoch: [98] [1300/2904] eta: 0:20:18 lr: 0.002365 loss: 0.1904 (0.2027) loss_rec_all: 0.2161 (0.2284) loss_rec_sfr: 0.2757 (0.3048) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [03:25:06.508791] Epoch: [98] [1320/2904] eta: 0:20:03 lr: 0.002365 loss: 0.1921 (0.2027) loss_rec_all: 0.2178 (0.2284) loss_rec_sfr: 0.2873 (0.3049) loss_cl: -0.2787 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [03:25:21.434366] Epoch: [98] [1340/2904] eta: 0:19:47 lr: 0.002365 loss: 0.1953 (0.2027) loss_rec_all: 0.2213 (0.2285) loss_rec_sfr: 0.2827 (0.3051) loss_cl: -0.2797 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [03:25:36.355029] Epoch: [98] [1360/2904] eta: 0:19:32 lr: 0.002365 loss: 0.1889 (0.2026) loss_rec_all: 0.2148 (0.2284) loss_rec_sfr: 0.2894 (0.3049) loss_cl: -0.2795 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [03:25:51.278105] Epoch: [98] [1380/2904] eta: 0:19:16 lr: 0.002365 loss: 0.1943 (0.2027) loss_rec_all: 0.2204 (0.2284) loss_rec_sfr: 0.2859 (0.3050) loss_cl: -0.2798 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [03:26:06.192282] Epoch: [98] [1400/2904] eta: 0:19:01 lr: 0.002365 loss: 0.1929 (0.2027) loss_rec_all: 0.2189 (0.2284) loss_rec_sfr: 0.2477 (0.3048) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [03:26:21.112253] Epoch: [98] [1420/2904] eta: 0:18:45 lr: 0.002365 loss: 0.1939 (0.2027) loss_rec_all: 0.2196 (0.2284) loss_rec_sfr: 0.2831 (0.3048) loss_cl: -0.2770 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [03:26:36.037486] Epoch: [98] [1440/2904] eta: 0:18:30 lr: 0.002365 loss: 0.1914 (0.2027) loss_rec_all: 0.2172 (0.2285) loss_rec_sfr: 0.2936 (0.3050) loss_cl: -0.2787 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [03:26:50.952410] Epoch: [98] [1460/2904] eta: 0:18:15 lr: 0.002365 loss: 0.1941 (0.2028) loss_rec_all: 0.2204 (0.2285) loss_rec_sfr: 0.2787 (0.3050) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [03:27:05.875548] Epoch: [98] [1480/2904] eta: 0:17:59 lr: 0.002365 loss: 0.1911 (0.2027) loss_rec_all: 0.2168 (0.2285) loss_rec_sfr: 0.2785 (0.3050) loss_cl: -0.2792 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [03:27:20.799583] Epoch: [98] [1500/2904] eta: 0:17:44 lr: 0.002365 loss: 0.1876 (0.2027) loss_rec_all: 0.2134 (0.2284) loss_rec_sfr: 0.2763 (0.3049) loss_cl: -0.2790 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [03:27:35.719121] Epoch: [98] [1520/2904] eta: 0:17:28 lr: 0.002365 loss: 0.1964 (0.2028) loss_rec_all: 0.2223 (0.2285) loss_rec_sfr: 0.2773 (0.3051) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [03:27:50.628467] Epoch: [98] [1540/2904] eta: 0:17:13 lr: 0.002365 loss: 0.1979 (0.2028) loss_rec_all: 0.2238 (0.2285) loss_rec_sfr: 0.2939 (0.3052) loss_cl: -0.2787 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [03:28:05.552408] Epoch: [98] [1560/2904] eta: 0:16:58 lr: 0.002365 loss: 0.1987 (0.2028) loss_rec_all: 0.2247 (0.2286) loss_rec_sfr: 0.2933 (0.3054) loss_cl: -0.2784 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [03:28:20.475112] Epoch: [98] [1580/2904] eta: 0:16:42 lr: 0.002365 loss: 0.1974 (0.2029) loss_rec_all: 0.2230 (0.2287) loss_rec_sfr: 0.2942 (0.3057) loss_cl: -0.2786 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [03:28:35.401827] Epoch: [98] [1600/2904] eta: 0:16:27 lr: 0.002365 loss: 0.1923 (0.2029) loss_rec_all: 0.2182 (0.2286) loss_rec_sfr: 0.2895 (0.3056) loss_cl: -0.2793 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [03:28:50.327624] Epoch: [98] [1620/2904] eta: 0:16:12 lr: 0.002365 loss: 0.1913 (0.2030) loss_rec_all: 0.2171 (0.2287) loss_rec_sfr: 0.2979 (0.3060) loss_cl: -0.2794 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [03:29:05.248255] Epoch: [98] [1640/2904] eta: 0:15:56 lr: 0.002365 loss: 0.1968 (0.2030) loss_rec_all: 0.2226 (0.2287) loss_rec_sfr: 0.2845 (0.3060) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [03:29:20.168946] Epoch: [98] [1660/2904] eta: 0:15:41 lr: 0.002365 loss: 0.1912 (0.2030) loss_rec_all: 0.2174 (0.2288) loss_rec_sfr: 0.2970 (0.3061) loss_cl: -0.2799 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [03:29:35.092873] Epoch: [98] [1680/2904] eta: 0:15:26 lr: 0.002365 loss: 0.1904 (0.2030) loss_rec_all: 0.2161 (0.2287) loss_rec_sfr: 0.2713 (0.3058) loss_cl: -0.2786 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [03:29:50.008550] Epoch: [98] [1700/2904] eta: 0:15:10 lr: 0.002365 loss: 0.1900 (0.2029) loss_rec_all: 0.2157 (0.2286) loss_rec_sfr: 0.2634 (0.3055) loss_cl: -0.2783 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [03:30:04.925210] Epoch: [98] [1720/2904] eta: 0:14:55 lr: 0.002365 loss: 0.1928 (0.2029) loss_rec_all: 0.2186 (0.2286) loss_rec_sfr: 0.2736 (0.3054) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [03:30:19.847480] Epoch: [98] [1740/2904] eta: 0:14:40 lr: 0.002365 loss: 0.1898 (0.2028) loss_rec_all: 0.2162 (0.2286) loss_rec_sfr: 0.2790 (0.3053) loss_cl: -0.2789 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [03:30:34.768959] Epoch: [98] [1760/2904] eta: 0:14:25 lr: 0.002365 loss: 0.1944 (0.2028) loss_rec_all: 0.2202 (0.2286) loss_rec_sfr: 0.2844 (0.3053) loss_cl: -0.2795 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [03:30:49.683895] Epoch: [98] [1780/2904] eta: 0:14:09 lr: 0.002365 loss: 0.1925 (0.2028) loss_rec_all: 0.2185 (0.2285) loss_rec_sfr: 0.2824 (0.3051) loss_cl: -0.2793 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [03:31:04.602192] Epoch: [98] [1800/2904] eta: 0:13:54 lr: 0.002365 loss: 0.1904 (0.2028) loss_rec_all: 0.2162 (0.2285) loss_rec_sfr: 0.2738 (0.3052) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [03:31:19.523650] Epoch: [98] [1820/2904] eta: 0:13:39 lr: 0.002365 loss: 0.1984 (0.2029) loss_rec_all: 0.2243 (0.2286) loss_rec_sfr: 0.2902 (0.3054) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [03:31:34.445772] Epoch: [98] [1840/2904] eta: 0:13:24 lr: 0.002365 loss: 0.1909 (0.2028) loss_rec_all: 0.2167 (0.2286) loss_rec_sfr: 0.2781 (0.3052) loss_cl: -0.2788 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [03:31:49.365980] Epoch: [98] [1860/2904] eta: 0:13:08 lr: 0.002365 loss: 0.1955 (0.2028) loss_rec_all: 0.2215 (0.2286) loss_rec_sfr: 0.2771 (0.3053) loss_cl: -0.2778 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [03:32:04.285595] Epoch: [98] [1880/2904] eta: 0:12:53 lr: 0.002365 loss: 0.1904 (0.2028) loss_rec_all: 0.2164 (0.2286) loss_rec_sfr: 0.2828 (0.3051) loss_cl: -0.2783 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [03:32:19.199536] Epoch: [98] [1900/2904] eta: 0:12:38 lr: 0.002365 loss: 0.1895 (0.2028) loss_rec_all: 0.2158 (0.2285) loss_rec_sfr: 0.2609 (0.3049) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [03:32:34.121036] Epoch: [98] [1920/2904] eta: 0:12:23 lr: 0.002365 loss: 0.1921 (0.2027) loss_rec_all: 0.2182 (0.2285) loss_rec_sfr: 0.2861 (0.3047) loss_cl: -0.2796 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [03:32:49.039019] Epoch: [98] [1940/2904] eta: 0:12:08 lr: 0.002365 loss: 0.1909 (0.2027) loss_rec_all: 0.2168 (0.2284) loss_rec_sfr: 0.2699 (0.3046) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [03:33:03.953475] Epoch: [98] [1960/2904] eta: 0:11:52 lr: 0.002365 loss: 0.1920 (0.2027) loss_rec_all: 0.2182 (0.2285) loss_rec_sfr: 0.2762 (0.3047) loss_cl: -0.2784 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [03:33:18.871924] Epoch: [98] [1980/2904] eta: 0:11:37 lr: 0.002365 loss: 0.1956 (0.2027) loss_rec_all: 0.2212 (0.2285) loss_rec_sfr: 0.2901 (0.3047) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [03:33:33.791679] Epoch: [98] [2000/2904] eta: 0:11:22 lr: 0.002365 loss: 0.1900 (0.2027) loss_rec_all: 0.2162 (0.2284) loss_rec_sfr: 0.2880 (0.3046) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [03:33:48.712715] Epoch: [98] [2020/2904] eta: 0:11:07 lr: 0.002365 loss: 0.1893 (0.2026) loss_rec_all: 0.2151 (0.2283) loss_rec_sfr: 0.2754 (0.3042) loss_cl: -0.2794 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [03:34:03.636052] Epoch: [98] [2040/2904] eta: 0:10:52 lr: 0.002365 loss: 0.1944 (0.2026) loss_rec_all: 0.2203 (0.2283) loss_rec_sfr: 0.2823 (0.3043) loss_cl: -0.2791 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [03:34:18.554038] Epoch: [98] [2060/2904] eta: 0:10:37 lr: 0.002365 loss: 0.1904 (0.2026) loss_rec_all: 0.2165 (0.2283) loss_rec_sfr: 0.2758 (0.3044) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [03:34:33.478132] Epoch: [98] [2080/2904] eta: 0:10:21 lr: 0.002365 loss: 0.1895 (0.2025) loss_rec_all: 0.2158 (0.2283) loss_rec_sfr: 0.2893 (0.3042) loss_cl: -0.2792 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [03:34:48.393343] Epoch: [98] [2100/2904] eta: 0:10:06 lr: 0.002365 loss: 0.1918 (0.2026) loss_rec_all: 0.2174 (0.2283) loss_rec_sfr: 0.2917 (0.3043) loss_cl: -0.2783 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [03:35:03.309815] Epoch: [98] [2120/2904] eta: 0:09:51 lr: 0.002365 loss: 0.1973 (0.2026) loss_rec_all: 0.2233 (0.2283) loss_rec_sfr: 0.2762 (0.3044) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [03:35:18.223697] Epoch: [98] [2140/2904] eta: 0:09:36 lr: 0.002365 loss: 0.1931 (0.2026) loss_rec_all: 0.2190 (0.2284) loss_rec_sfr: 0.2768 (0.3045) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [03:35:33.143843] Epoch: [98] [2160/2904] eta: 0:09:21 lr: 0.002365 loss: 0.1907 (0.2026) loss_rec_all: 0.2167 (0.2284) loss_rec_sfr: 0.2833 (0.3044) loss_cl: -0.2792 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [03:35:48.065387] Epoch: [98] [2180/2904] eta: 0:09:06 lr: 0.002365 loss: 0.1970 (0.2026) loss_rec_all: 0.2231 (0.2284) loss_rec_sfr: 0.2843 (0.3045) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [03:36:02.981724] Epoch: [98] [2200/2904] eta: 0:08:50 lr: 0.002365 loss: 0.1930 (0.2027) loss_rec_all: 0.2189 (0.2284) loss_rec_sfr: 0.2862 (0.3047) loss_cl: -0.2793 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [03:36:17.900514] Epoch: [98] [2220/2904] eta: 0:08:35 lr: 0.002365 loss: 0.1915 (0.2026) loss_rec_all: 0.2173 (0.2284) loss_rec_sfr: 0.2887 (0.3046) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [03:36:32.827732] Epoch: [98] [2240/2904] eta: 0:08:20 lr: 0.002365 loss: 0.1912 (0.2027) loss_rec_all: 0.2172 (0.2284) loss_rec_sfr: 0.2787 (0.3047) loss_cl: -0.2788 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [03:36:47.749916] Epoch: [98] [2260/2904] eta: 0:08:05 lr: 0.002365 loss: 0.1914 (0.2026) loss_rec_all: 0.2174 (0.2284) loss_rec_sfr: 0.2747 (0.3046) loss_cl: -0.2783 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [03:37:02.664893] Epoch: [98] [2280/2904] eta: 0:07:50 lr: 0.002365 loss: 0.1928 (0.2026) loss_rec_all: 0.2186 (0.2284) loss_rec_sfr: 0.2821 (0.3046) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [03:37:17.588377] Epoch: [98] [2300/2904] eta: 0:07:35 lr: 0.002365 loss: 0.1909 (0.2026) loss_rec_all: 0.2166 (0.2283) loss_rec_sfr: 0.2779 (0.3044) loss_cl: -0.2784 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [03:37:32.509247] Epoch: [98] [2320/2904] eta: 0:07:20 lr: 0.002365 loss: 0.1975 (0.2026) loss_rec_all: 0.2235 (0.2283) loss_rec_sfr: 0.2688 (0.3042) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [03:37:47.431941] Epoch: [98] [2340/2904] eta: 0:07:05 lr: 0.002365 loss: 0.1941 (0.2026) loss_rec_all: 0.2199 (0.2283) loss_rec_sfr: 0.2753 (0.3043) loss_cl: -0.2789 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [03:38:02.353916] Epoch: [98] [2360/2904] eta: 0:06:49 lr: 0.002365 loss: 0.1933 (0.2026) loss_rec_all: 0.2192 (0.2283) loss_rec_sfr: 0.2899 (0.3043) loss_cl: -0.2791 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [03:38:17.274433] Epoch: [98] [2380/2904] eta: 0:06:34 lr: 0.002365 loss: 0.1916 (0.2025) loss_rec_all: 0.2177 (0.2283) loss_rec_sfr: 0.2787 (0.3042) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [03:38:32.195059] Epoch: [98] [2400/2904] eta: 0:06:19 lr: 0.002365 loss: 0.1919 (0.2026) loss_rec_all: 0.2176 (0.2283) loss_rec_sfr: 0.2778 (0.3042) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [03:38:47.112724] Epoch: [98] [2420/2904] eta: 0:06:04 lr: 0.002365 loss: 0.1964 (0.2026) loss_rec_all: 0.2220 (0.2283) loss_rec_sfr: 0.2769 (0.3043) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [03:39:02.032788] Epoch: [98] [2440/2904] eta: 0:05:49 lr: 0.002365 loss: 0.1887 (0.2025) loss_rec_all: 0.2144 (0.2283) loss_rec_sfr: 0.2796 (0.3042) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [03:39:16.960170] Epoch: [98] [2460/2904] eta: 0:05:34 lr: 0.002365 loss: 0.1897 (0.2025) loss_rec_all: 0.2155 (0.2283) loss_rec_sfr: 0.2860 (0.3041) loss_cl: -0.2784 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [03:39:31.881905] Epoch: [98] [2480/2904] eta: 0:05:19 lr: 0.002365 loss: 0.1982 (0.2025) loss_rec_all: 0.2239 (0.2283) loss_rec_sfr: 0.2860 (0.3042) loss_cl: -0.2776 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [03:39:46.800550] Epoch: [98] [2500/2904] eta: 0:05:04 lr: 0.002365 loss: 0.1904 (0.2025) loss_rec_all: 0.2161 (0.2283) loss_rec_sfr: 0.2794 (0.3042) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [03:40:01.715771] Epoch: [98] [2520/2904] eta: 0:04:49 lr: 0.002365 loss: 0.1880 (0.2025) loss_rec_all: 0.2140 (0.2282) loss_rec_sfr: 0.2424 (0.3040) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [03:40:16.633289] Epoch: [98] [2540/2904] eta: 0:04:34 lr: 0.002365 loss: 0.1961 (0.2025) loss_rec_all: 0.2219 (0.2282) loss_rec_sfr: 0.2762 (0.3039) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [03:40:31.552404] Epoch: [98] [2560/2904] eta: 0:04:19 lr: 0.002365 loss: 0.1905 (0.2025) loss_rec_all: 0.2161 (0.2282) loss_rec_sfr: 0.2802 (0.3039) loss_cl: -0.2782 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [03:40:46.471068] Epoch: [98] [2580/2904] eta: 0:04:03 lr: 0.002365 loss: 0.1933 (0.2025) loss_rec_all: 0.2194 (0.2283) loss_rec_sfr: 0.2739 (0.3040) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [03:41:01.393554] Epoch: [98] [2600/2904] eta: 0:03:48 lr: 0.002365 loss: 0.1890 (0.2024) loss_rec_all: 0.2149 (0.2282) loss_rec_sfr: 0.2442 (0.3036) loss_cl: -0.2791 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [03:41:16.311931] Epoch: [98] [2620/2904] eta: 0:03:33 lr: 0.002365 loss: 0.1965 (0.2025) loss_rec_all: 0.2221 (0.2283) loss_rec_sfr: 0.2823 (0.3038) loss_cl: -0.2782 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [03:41:31.230659] Epoch: [98] [2640/2904] eta: 0:03:18 lr: 0.002365 loss: 0.1943 (0.2025) loss_rec_all: 0.2204 (0.2283) loss_rec_sfr: 0.2651 (0.3037) loss_cl: -0.2783 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [03:41:46.147218] Epoch: [98] [2660/2904] eta: 0:03:03 lr: 0.002365 loss: 0.1923 (0.2025) loss_rec_all: 0.2182 (0.2283) loss_rec_sfr: 0.2989 (0.3038) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [03:42:01.068997] Epoch: [98] [2680/2904] eta: 0:02:48 lr: 0.002365 loss: 0.1895 (0.2026) loss_rec_all: 0.2154 (0.2283) loss_rec_sfr: 0.2806 (0.3038) loss_cl: -0.2796 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [03:42:15.990612] Epoch: [98] [2700/2904] eta: 0:02:33 lr: 0.002365 loss: 0.1946 (0.2026) loss_rec_all: 0.2203 (0.2283) loss_rec_sfr: 0.2825 (0.3039) loss_cl: -0.2777 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [03:42:30.918150] Epoch: [98] [2720/2904] eta: 0:02:18 lr: 0.002365 loss: 0.1918 (0.2026) loss_rec_all: 0.2178 (0.2283) loss_rec_sfr: 0.2643 (0.3037) loss_cl: -0.2784 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [03:42:45.841726] Epoch: [98] [2740/2904] eta: 0:02:03 lr: 0.002365 loss: 0.1873 (0.2025) loss_rec_all: 0.2131 (0.2282) loss_rec_sfr: 0.2745 (0.3035) loss_cl: -0.2795 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [03:43:00.761425] Epoch: [98] [2760/2904] eta: 0:01:48 lr: 0.002365 loss: 0.1974 (0.2025) loss_rec_all: 0.2231 (0.2282) loss_rec_sfr: 0.2833 (0.3035) loss_cl: -0.2795 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [03:43:15.679229] Epoch: [98] [2780/2904] eta: 0:01:33 lr: 0.002365 loss: 0.1981 (0.2026) loss_rec_all: 0.2239 (0.2283) loss_rec_sfr: 0.2803 (0.3037) loss_cl: -0.2779 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [03:43:30.595389] Epoch: [98] [2800/2904] eta: 0:01:18 lr: 0.002365 loss: 0.1941 (0.2026) loss_rec_all: 0.2203 (0.2284) loss_rec_sfr: 0.2756 (0.3038) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [03:43:45.513197] Epoch: [98] [2820/2904] eta: 0:01:03 lr: 0.002365 loss: 0.1918 (0.2027) loss_rec_all: 0.2175 (0.2284) loss_rec_sfr: 0.2926 (0.3040) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [03:44:00.457836] Epoch: [98] [2840/2904] eta: 0:00:48 lr: 0.002365 loss: 0.1907 (0.2026) loss_rec_all: 0.2166 (0.2284) loss_rec_sfr: 0.2825 (0.3039) loss_cl: -0.2783 (-0.2788) time: 0.7472 data: 0.0023 max mem: 29860 [03:44:15.364514] Epoch: [98] [2860/2904] eta: 0:00:33 lr: 0.002365 loss: 0.2134 (0.2028) loss_rec_all: 0.2392 (0.2286) loss_rec_sfr: 0.2906 (0.3044) loss_cl: -0.2792 (-0.2788) time: 0.7453 data: 0.0001 max mem: 29860 [03:44:30.268143] Epoch: [98] [2880/2904] eta: 0:00:18 lr: 0.002364 loss: 0.1880 (0.2029) loss_rec_all: 0.2138 (0.2286) loss_rec_sfr: 0.2885 (0.3046) loss_cl: -0.2781 (-0.2788) time: 0.7451 data: 0.0001 max mem: 29860 [03:44:45.170221] Epoch: [98] [2900/2904] eta: 0:00:03 lr: 0.002364 loss: 0.1973 (0.2029) loss_rec_all: 0.2231 (0.2286) loss_rec_sfr: 0.2786 (0.3046) loss_cl: -0.2788 (-0.2788) time: 0.7451 data: 0.0001 max mem: 29860 [03:44:47.413123] Epoch: [98] [2903/2904] eta: 0:00:00 lr: 0.002364 loss: 0.1942 (0.2029) loss_rec_all: 0.2201 (0.2286) loss_rec_sfr: 0.2822 (0.3046) loss_cl: -0.2787 (-0.2788) time: 0.7450 data: 0.0001 max mem: 29860 [03:44:49.490719] Epoch: [98] Total time: 0:36:26 (0.7530 s / it) [03:44:49.491749] Averaged stats: lr: 0.002364 loss: 0.1942 (0.2046) loss_rec_all: 0.2201 (0.2280) loss_rec_sfr: 0.2822 (0.3030) loss_cl: -0.2787 (-0.2555) [03:44:49.496435] log_dir: ./checkpoint/VF2_ViT-B [03:45:08.127214] Epoch: [99] [ 0/2904] eta: 15:01:41 lr: 0.002364 loss: 0.1859 (0.1859) loss_rec_all: 0.2116 (0.2116) loss_rec_sfr: 0.2855 (0.2855) loss_cl: -0.2766 (-0.2766) time: 18.6301 data: 16.0736 max mem: 29860 [03:45:23.723432] Epoch: [99] [ 20/2904] eta: 1:18:20 lr: 0.002364 loss: 0.1911 (0.2033) loss_rec_all: 0.2172 (0.2290) loss_rec_sfr: 0.2797 (0.3058) loss_cl: -0.2785 (-0.2785) time: 0.7798 data: 0.0002 max mem: 29860 [03:45:38.605858] Epoch: [99] [ 40/2904] eta: 0:57:10 lr: 0.002364 loss: 0.1962 (0.2057) loss_rec_all: 0.2220 (0.2314) loss_rec_sfr: 0.2786 (0.3119) loss_cl: -0.2786 (-0.2786) time: 0.7441 data: 0.0002 max mem: 29860 [03:45:53.502526] Epoch: [99] [ 60/2904] eta: 0:49:44 lr: 0.002364 loss: 0.1903 (0.2012) loss_rec_all: 0.2159 (0.2270) loss_rec_sfr: 0.2779 (0.2997) loss_cl: -0.2795 (-0.2789) time: 0.7448 data: 0.0002 max mem: 29860 [03:46:08.394300] Epoch: [99] [ 80/2904] eta: 0:45:50 lr: 0.002364 loss: 0.1938 (0.2025) loss_rec_all: 0.2197 (0.2282) loss_rec_sfr: 0.2885 (0.3045) loss_cl: -0.2790 (-0.2790) time: 0.7445 data: 0.0002 max mem: 29860 [03:46:23.315862] Epoch: [99] [ 100/2904] eta: 0:43:24 lr: 0.002364 loss: 0.1937 (0.2034) loss_rec_all: 0.2192 (0.2291) loss_rec_sfr: 0.2986 (0.3097) loss_cl: -0.2784 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [03:46:38.230281] Epoch: [99] [ 120/2904] eta: 0:41:41 lr: 0.002364 loss: 0.1927 (0.2028) loss_rec_all: 0.2181 (0.2285) loss_rec_sfr: 0.2817 (0.3074) loss_cl: -0.2776 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [03:46:53.149027] Epoch: [99] [ 140/2904] eta: 0:40:23 lr: 0.002364 loss: 0.1895 (0.2022) loss_rec_all: 0.2159 (0.2280) loss_rec_sfr: 0.2730 (0.3050) loss_cl: -0.2784 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [03:47:08.072370] Epoch: [99] [ 160/2904] eta: 0:39:21 lr: 0.002364 loss: 0.1886 (0.2012) loss_rec_all: 0.2149 (0.2270) loss_rec_sfr: 0.2725 (0.3011) loss_cl: -0.2801 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [03:47:22.993765] Epoch: [99] [ 180/2904] eta: 0:38:29 lr: 0.002364 loss: 0.1895 (0.2010) loss_rec_all: 0.2154 (0.2268) loss_rec_sfr: 0.2726 (0.3001) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [03:47:37.914506] Epoch: [99] [ 200/2904] eta: 0:37:45 lr: 0.002364 loss: 0.1903 (0.2015) loss_rec_all: 0.2161 (0.2273) loss_rec_sfr: 0.2894 (0.3031) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [03:47:52.864242] Epoch: [99] [ 220/2904] eta: 0:37:06 lr: 0.002364 loss: 0.1889 (0.2008) loss_rec_all: 0.2150 (0.2266) loss_rec_sfr: 0.2815 (0.3010) loss_cl: -0.2788 (-0.2788) time: 0.7474 data: 0.0002 max mem: 29860 [03:48:07.783144] Epoch: [99] [ 240/2904] eta: 0:36:31 lr: 0.002364 loss: 0.1892 (0.2006) loss_rec_all: 0.2155 (0.2264) loss_rec_sfr: 0.2775 (0.3005) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [03:48:22.700088] Epoch: [99] [ 260/2904] eta: 0:35:59 lr: 0.002364 loss: 0.1970 (0.2022) loss_rec_all: 0.2231 (0.2280) loss_rec_sfr: 0.3077 (0.3058) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [03:48:37.621660] Epoch: [99] [ 280/2904] eta: 0:35:30 lr: 0.002364 loss: 0.1921 (0.2021) loss_rec_all: 0.2183 (0.2279) loss_rec_sfr: 0.2988 (0.3056) loss_cl: -0.2783 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [03:48:52.541641] Epoch: [99] [ 300/2904] eta: 0:35:02 lr: 0.002364 loss: 0.1893 (0.2023) loss_rec_all: 0.2149 (0.2281) loss_rec_sfr: 0.2976 (0.3071) loss_cl: -0.2792 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [03:49:07.464075] Epoch: [99] [ 320/2904] eta: 0:34:36 lr: 0.002364 loss: 0.1910 (0.2017) loss_rec_all: 0.2170 (0.2275) loss_rec_sfr: 0.2723 (0.3043) loss_cl: -0.2783 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [03:49:22.388962] Epoch: [99] [ 340/2904] eta: 0:34:11 lr: 0.002364 loss: 0.1925 (0.2019) loss_rec_all: 0.2183 (0.2277) loss_rec_sfr: 0.2701 (0.3045) loss_cl: -0.2791 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [03:49:37.310894] Epoch: [99] [ 360/2904] eta: 0:33:48 lr: 0.002364 loss: 0.1935 (0.2022) loss_rec_all: 0.2195 (0.2280) loss_rec_sfr: 0.2935 (0.3054) loss_cl: -0.2805 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [03:49:52.233313] Epoch: [99] [ 380/2904] eta: 0:33:25 lr: 0.002364 loss: 0.1915 (0.2021) loss_rec_all: 0.2173 (0.2279) loss_rec_sfr: 0.2722 (0.3047) loss_cl: -0.2787 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [03:50:07.155042] Epoch: [99] [ 400/2904] eta: 0:33:03 lr: 0.002364 loss: 0.1881 (0.2021) loss_rec_all: 0.2143 (0.2279) loss_rec_sfr: 0.2540 (0.3043) loss_cl: -0.2773 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [03:50:22.072411] Epoch: [99] [ 420/2904] eta: 0:32:42 lr: 0.002364 loss: 0.1917 (0.2024) loss_rec_all: 0.2178 (0.2282) loss_rec_sfr: 0.2877 (0.3052) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [03:50:36.992776] Epoch: [99] [ 440/2904] eta: 0:32:21 lr: 0.002364 loss: 0.1943 (0.2026) loss_rec_all: 0.2205 (0.2283) loss_rec_sfr: 0.2908 (0.3055) loss_cl: -0.2794 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [03:50:52.060188] Epoch: [99] [ 460/2904] eta: 0:32:02 lr: 0.002364 loss: 0.1944 (0.2026) loss_rec_all: 0.2205 (0.2284) loss_rec_sfr: 0.2897 (0.3056) loss_cl: -0.2795 (-0.2788) time: 0.7533 data: 0.0002 max mem: 29860 [03:51:06.978407] Epoch: [99] [ 480/2904] eta: 0:31:42 lr: 0.002364 loss: 0.1916 (0.2025) loss_rec_all: 0.2174 (0.2282) loss_rec_sfr: 0.2722 (0.3051) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [03:51:21.899874] Epoch: [99] [ 500/2904] eta: 0:31:22 lr: 0.002364 loss: 0.1883 (0.2022) loss_rec_all: 0.2143 (0.2279) loss_rec_sfr: 0.2458 (0.3039) loss_cl: -0.2795 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [03:51:36.827277] Epoch: [99] [ 520/2904] eta: 0:31:03 lr: 0.002364 loss: 0.1917 (0.2021) loss_rec_all: 0.2181 (0.2278) loss_rec_sfr: 0.2815 (0.3038) loss_cl: -0.2789 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [03:51:51.749384] Epoch: [99] [ 540/2904] eta: 0:30:45 lr: 0.002364 loss: 0.1914 (0.2021) loss_rec_all: 0.2170 (0.2278) loss_rec_sfr: 0.2783 (0.3039) loss_cl: -0.2786 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [03:52:06.669044] Epoch: [99] [ 560/2904] eta: 0:30:26 lr: 0.002364 loss: 0.1883 (0.2018) loss_rec_all: 0.2140 (0.2276) loss_rec_sfr: 0.2788 (0.3034) loss_cl: -0.2782 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [03:52:21.591019] Epoch: [99] [ 580/2904] eta: 0:30:08 lr: 0.002364 loss: 0.1943 (0.2018) loss_rec_all: 0.2200 (0.2276) loss_rec_sfr: 0.2922 (0.3036) loss_cl: -0.2783 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [03:52:36.509179] Epoch: [99] [ 600/2904] eta: 0:29:50 lr: 0.002364 loss: 0.1939 (0.2019) loss_rec_all: 0.2196 (0.2276) loss_rec_sfr: 0.2723 (0.3035) loss_cl: -0.2780 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [03:52:51.427067] Epoch: [99] [ 620/2904] eta: 0:29:32 lr: 0.002364 loss: 0.1881 (0.2017) loss_rec_all: 0.2140 (0.2274) loss_rec_sfr: 0.2489 (0.3027) loss_cl: -0.2794 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [03:53:06.342505] Epoch: [99] [ 640/2904] eta: 0:29:14 lr: 0.002364 loss: 0.1932 (0.2017) loss_rec_all: 0.2190 (0.2275) loss_rec_sfr: 0.2705 (0.3027) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [03:53:21.262832] Epoch: [99] [ 660/2904] eta: 0:28:57 lr: 0.002364 loss: 0.1942 (0.2017) loss_rec_all: 0.2199 (0.2275) loss_rec_sfr: 0.2758 (0.3027) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [03:53:36.177396] Epoch: [99] [ 680/2904] eta: 0:28:39 lr: 0.002364 loss: 0.1887 (0.2016) loss_rec_all: 0.2143 (0.2273) loss_rec_sfr: 0.2868 (0.3022) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [03:53:51.097482] Epoch: [99] [ 700/2904] eta: 0:28:22 lr: 0.002364 loss: 0.1932 (0.2016) loss_rec_all: 0.2191 (0.2274) loss_rec_sfr: 0.2691 (0.3019) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [03:54:06.013608] Epoch: [99] [ 720/2904] eta: 0:28:05 lr: 0.002364 loss: 0.1946 (0.2017) loss_rec_all: 0.2204 (0.2275) loss_rec_sfr: 0.2825 (0.3023) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [03:54:20.933397] Epoch: [99] [ 740/2904] eta: 0:27:48 lr: 0.002364 loss: 0.1919 (0.2018) loss_rec_all: 0.2180 (0.2276) loss_rec_sfr: 0.2965 (0.3025) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [03:54:35.853213] Epoch: [99] [ 760/2904] eta: 0:27:31 lr: 0.002364 loss: 0.1894 (0.2016) loss_rec_all: 0.2155 (0.2274) loss_rec_sfr: 0.2764 (0.3018) loss_cl: -0.2796 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [03:54:50.779631] Epoch: [99] [ 780/2904] eta: 0:27:15 lr: 0.002364 loss: 0.1925 (0.2015) loss_rec_all: 0.2184 (0.2272) loss_rec_sfr: 0.2717 (0.3008) loss_cl: -0.2788 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [03:55:05.698471] Epoch: [99] [ 800/2904] eta: 0:26:58 lr: 0.002364 loss: 0.1888 (0.2017) loss_rec_all: 0.2146 (0.2275) loss_rec_sfr: 0.2895 (0.3014) loss_cl: -0.2781 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [03:55:20.616789] Epoch: [99] [ 820/2904] eta: 0:26:41 lr: 0.002364 loss: 0.1896 (0.2014) loss_rec_all: 0.2153 (0.2272) loss_rec_sfr: 0.2711 (0.3006) loss_cl: -0.2781 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [03:55:35.534864] Epoch: [99] [ 840/2904] eta: 0:26:25 lr: 0.002364 loss: 0.1914 (0.2014) loss_rec_all: 0.2176 (0.2272) loss_rec_sfr: 0.2659 (0.3006) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [03:55:50.456002] Epoch: [99] [ 860/2904] eta: 0:26:09 lr: 0.002364 loss: 0.1922 (0.2014) loss_rec_all: 0.2181 (0.2272) loss_rec_sfr: 0.2764 (0.3004) loss_cl: -0.2796 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [03:56:05.373543] Epoch: [99] [ 880/2904] eta: 0:25:52 lr: 0.002364 loss: 0.2008 (0.2018) loss_rec_all: 0.2264 (0.2276) loss_rec_sfr: 0.3041 (0.3013) loss_cl: -0.2793 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [03:56:20.302595] Epoch: [99] [ 900/2904] eta: 0:25:36 lr: 0.002364 loss: 0.1936 (0.2019) loss_rec_all: 0.2199 (0.2277) loss_rec_sfr: 0.2735 (0.3014) loss_cl: -0.2790 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [03:56:35.224005] Epoch: [99] [ 920/2904] eta: 0:25:20 lr: 0.002364 loss: 0.1928 (0.2021) loss_rec_all: 0.2189 (0.2278) loss_rec_sfr: 0.2901 (0.3019) loss_cl: -0.2780 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [03:56:50.139473] Epoch: [99] [ 940/2904] eta: 0:25:04 lr: 0.002364 loss: 0.1882 (0.2019) loss_rec_all: 0.2145 (0.2276) loss_rec_sfr: 0.2752 (0.3010) loss_cl: -0.2781 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [03:57:05.054769] Epoch: [99] [ 960/2904] eta: 0:24:47 lr: 0.002364 loss: 0.1923 (0.2018) loss_rec_all: 0.2185 (0.2276) loss_rec_sfr: 0.2847 (0.3009) loss_cl: -0.2797 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [03:57:19.975438] Epoch: [99] [ 980/2904] eta: 0:24:31 lr: 0.002364 loss: 0.1959 (0.2018) loss_rec_all: 0.2217 (0.2276) loss_rec_sfr: 0.2854 (0.3010) loss_cl: -0.2798 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [03:57:34.899355] Epoch: [99] [1000/2904] eta: 0:24:15 lr: 0.002364 loss: 0.1920 (0.2019) loss_rec_all: 0.2183 (0.2276) loss_rec_sfr: 0.2811 (0.3010) loss_cl: -0.2792 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [03:57:49.816084] Epoch: [99] [1020/2904] eta: 0:23:59 lr: 0.002364 loss: 0.1942 (0.2019) loss_rec_all: 0.2203 (0.2276) loss_rec_sfr: 0.2729 (0.3007) loss_cl: -0.2776 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [03:58:04.736354] Epoch: [99] [1040/2904] eta: 0:23:43 lr: 0.002364 loss: 0.1930 (0.2019) loss_rec_all: 0.2192 (0.2277) loss_rec_sfr: 0.2941 (0.3008) loss_cl: -0.2781 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [03:58:19.660077] Epoch: [99] [1060/2904] eta: 0:23:27 lr: 0.002364 loss: 0.1917 (0.2018) loss_rec_all: 0.2175 (0.2276) loss_rec_sfr: 0.2784 (0.3003) loss_cl: -0.2788 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [03:58:34.583812] Epoch: [99] [1080/2904] eta: 0:23:12 lr: 0.002364 loss: 0.1920 (0.2018) loss_rec_all: 0.2182 (0.2275) loss_rec_sfr: 0.2799 (0.3003) loss_cl: -0.2792 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [03:58:49.501916] Epoch: [99] [1100/2904] eta: 0:22:56 lr: 0.002364 loss: 0.1908 (0.2019) loss_rec_all: 0.2170 (0.2276) loss_rec_sfr: 0.2820 (0.3006) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [03:59:04.423365] Epoch: [99] [1120/2904] eta: 0:22:40 lr: 0.002364 loss: 0.1919 (0.2018) loss_rec_all: 0.2180 (0.2276) loss_rec_sfr: 0.2939 (0.3007) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [03:59:19.345648] Epoch: [99] [1140/2904] eta: 0:22:24 lr: 0.002364 loss: 0.1893 (0.2019) loss_rec_all: 0.2158 (0.2276) loss_rec_sfr: 0.2818 (0.3008) loss_cl: -0.2789 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [03:59:34.263339] Epoch: [99] [1160/2904] eta: 0:22:08 lr: 0.002364 loss: 0.1924 (0.2019) loss_rec_all: 0.2181 (0.2276) loss_rec_sfr: 0.2999 (0.3010) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [03:59:49.185641] Epoch: [99] [1180/2904] eta: 0:21:53 lr: 0.002364 loss: 0.1916 (0.2018) loss_rec_all: 0.2175 (0.2276) loss_rec_sfr: 0.2791 (0.3009) loss_cl: -0.2786 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [04:00:04.105410] Epoch: [99] [1200/2904] eta: 0:21:37 lr: 0.002364 loss: 0.1907 (0.2018) loss_rec_all: 0.2168 (0.2276) loss_rec_sfr: 0.2792 (0.3009) loss_cl: -0.2778 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [04:00:19.027945] Epoch: [99] [1220/2904] eta: 0:21:21 lr: 0.002364 loss: 0.1911 (0.2017) loss_rec_all: 0.2171 (0.2275) loss_rec_sfr: 0.2903 (0.3006) loss_cl: -0.2787 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [04:00:33.952843] Epoch: [99] [1240/2904] eta: 0:21:06 lr: 0.002364 loss: 0.1945 (0.2019) loss_rec_all: 0.2202 (0.2276) loss_rec_sfr: 0.2856 (0.3012) loss_cl: -0.2796 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [04:00:48.877833] Epoch: [99] [1260/2904] eta: 0:20:50 lr: 0.002364 loss: 0.1948 (0.2020) loss_rec_all: 0.2206 (0.2277) loss_rec_sfr: 0.2861 (0.3015) loss_cl: -0.2795 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [04:01:03.801599] Epoch: [99] [1280/2904] eta: 0:20:35 lr: 0.002364 loss: 0.1933 (0.2019) loss_rec_all: 0.2192 (0.2277) loss_rec_sfr: 0.2737 (0.3013) loss_cl: -0.2791 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [04:01:18.727825] Epoch: [99] [1300/2904] eta: 0:20:19 lr: 0.002364 loss: 0.1885 (0.2017) loss_rec_all: 0.2148 (0.2275) loss_rec_sfr: 0.2470 (0.3007) loss_cl: -0.2785 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [04:01:33.655306] Epoch: [99] [1320/2904] eta: 0:20:04 lr: 0.002364 loss: 0.1912 (0.2018) loss_rec_all: 0.2172 (0.2276) loss_rec_sfr: 0.2771 (0.3009) loss_cl: -0.2782 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [04:01:48.583527] Epoch: [99] [1340/2904] eta: 0:19:48 lr: 0.002364 loss: 0.1907 (0.2017) loss_rec_all: 0.2169 (0.2274) loss_rec_sfr: 0.2553 (0.3004) loss_cl: -0.2795 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [04:02:03.505351] Epoch: [99] [1360/2904] eta: 0:19:32 lr: 0.002364 loss: 0.1894 (0.2016) loss_rec_all: 0.2157 (0.2274) loss_rec_sfr: 0.2706 (0.3002) loss_cl: -0.2799 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [04:02:18.430788] Epoch: [99] [1380/2904] eta: 0:19:17 lr: 0.002364 loss: 0.1885 (0.2015) loss_rec_all: 0.2144 (0.2273) loss_rec_sfr: 0.2934 (0.3000) loss_cl: -0.2795 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [04:02:33.355794] Epoch: [99] [1400/2904] eta: 0:19:02 lr: 0.002364 loss: 0.1892 (0.2014) loss_rec_all: 0.2154 (0.2272) loss_rec_sfr: 0.2741 (0.2998) loss_cl: -0.2770 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [04:02:48.279624] Epoch: [99] [1420/2904] eta: 0:18:46 lr: 0.002364 loss: 0.1896 (0.2013) loss_rec_all: 0.2154 (0.2271) loss_rec_sfr: 0.2458 (0.2994) loss_cl: -0.2791 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [04:03:03.205378] Epoch: [99] [1440/2904] eta: 0:18:31 lr: 0.002364 loss: 0.1902 (0.2014) loss_rec_all: 0.2169 (0.2271) loss_rec_sfr: 0.2884 (0.2997) loss_cl: -0.2783 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [04:03:18.127802] Epoch: [99] [1460/2904] eta: 0:18:15 lr: 0.002364 loss: 0.1995 (0.2014) loss_rec_all: 0.2254 (0.2272) loss_rec_sfr: 0.2782 (0.2997) loss_cl: -0.2808 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [04:03:33.058229] Epoch: [99] [1480/2904] eta: 0:18:00 lr: 0.002364 loss: 0.1942 (0.2014) loss_rec_all: 0.2204 (0.2271) loss_rec_sfr: 0.2711 (0.2995) loss_cl: -0.2803 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [04:03:47.981427] Epoch: [99] [1500/2904] eta: 0:17:44 lr: 0.002364 loss: 0.1905 (0.2014) loss_rec_all: 0.2164 (0.2272) loss_rec_sfr: 0.2751 (0.2995) loss_cl: -0.2779 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [04:04:02.906350] Epoch: [99] [1520/2904] eta: 0:17:29 lr: 0.002364 loss: 0.1919 (0.2013) loss_rec_all: 0.2178 (0.2271) loss_rec_sfr: 0.2780 (0.2993) loss_cl: -0.2786 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [04:04:17.828101] Epoch: [99] [1540/2904] eta: 0:17:14 lr: 0.002364 loss: 0.1898 (0.2012) loss_rec_all: 0.2154 (0.2270) loss_rec_sfr: 0.2880 (0.2991) loss_cl: -0.2775 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [04:04:32.752961] Epoch: [99] [1560/2904] eta: 0:16:58 lr: 0.002364 loss: 0.1883 (0.2011) loss_rec_all: 0.2145 (0.2269) loss_rec_sfr: 0.2736 (0.2987) loss_cl: -0.2788 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [04:04:47.675664] Epoch: [99] [1580/2904] eta: 0:16:43 lr: 0.002364 loss: 0.1975 (0.2012) loss_rec_all: 0.2237 (0.2270) loss_rec_sfr: 0.3031 (0.2993) loss_cl: -0.2799 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [04:05:02.599103] Epoch: [99] [1600/2904] eta: 0:16:28 lr: 0.002364 loss: 0.1892 (0.2012) loss_rec_all: 0.2151 (0.2270) loss_rec_sfr: 0.2867 (0.2994) loss_cl: -0.2802 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [04:05:17.527036] Epoch: [99] [1620/2904] eta: 0:16:12 lr: 0.002364 loss: 0.1922 (0.2013) loss_rec_all: 0.2179 (0.2270) loss_rec_sfr: 0.2937 (0.2996) loss_cl: -0.2780 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [04:05:32.454676] Epoch: [99] [1640/2904] eta: 0:15:57 lr: 0.002364 loss: 0.1901 (0.2012) loss_rec_all: 0.2159 (0.2269) loss_rec_sfr: 0.2710 (0.2993) loss_cl: -0.2777 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [04:05:47.377193] Epoch: [99] [1660/2904] eta: 0:15:42 lr: 0.002364 loss: 0.1907 (0.2012) loss_rec_all: 0.2166 (0.2270) loss_rec_sfr: 0.2937 (0.2997) loss_cl: -0.2787 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [04:06:02.302925] Epoch: [99] [1680/2904] eta: 0:15:26 lr: 0.002364 loss: 0.1962 (0.2012) loss_rec_all: 0.2219 (0.2270) loss_rec_sfr: 0.2679 (0.2994) loss_cl: -0.2796 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [04:06:17.230956] Epoch: [99] [1700/2904] eta: 0:15:11 lr: 0.002364 loss: 0.1942 (0.2012) loss_rec_all: 0.2205 (0.2270) loss_rec_sfr: 0.2932 (0.2996) loss_cl: -0.2784 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [04:06:32.155730] Epoch: [99] [1720/2904] eta: 0:14:56 lr: 0.002364 loss: 0.1891 (0.2012) loss_rec_all: 0.2149 (0.2270) loss_rec_sfr: 0.2891 (0.2998) loss_cl: -0.2783 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [04:06:47.080860] Epoch: [99] [1740/2904] eta: 0:14:40 lr: 0.002364 loss: 0.1979 (0.2013) loss_rec_all: 0.2240 (0.2271) loss_rec_sfr: 0.2872 (0.3001) loss_cl: -0.2783 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [04:07:02.002875] Epoch: [99] [1760/2904] eta: 0:14:25 lr: 0.002364 loss: 0.1902 (0.2013) loss_rec_all: 0.2165 (0.2271) loss_rec_sfr: 0.2802 (0.3000) loss_cl: -0.2790 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [04:07:16.934388] Epoch: [99] [1780/2904] eta: 0:14:10 lr: 0.002364 loss: 0.1885 (0.2012) loss_rec_all: 0.2143 (0.2270) loss_rec_sfr: 0.2749 (0.2998) loss_cl: -0.2798 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [04:07:31.861572] Epoch: [99] [1800/2904] eta: 0:13:55 lr: 0.002364 loss: 0.1882 (0.2011) loss_rec_all: 0.2140 (0.2269) loss_rec_sfr: 0.2538 (0.2994) loss_cl: -0.2791 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [04:07:46.780165] Epoch: [99] [1820/2904] eta: 0:13:39 lr: 0.002364 loss: 0.1940 (0.2011) loss_rec_all: 0.2200 (0.2269) loss_rec_sfr: 0.2818 (0.2995) loss_cl: -0.2775 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [04:08:01.698447] Epoch: [99] [1840/2904] eta: 0:13:24 lr: 0.002364 loss: 0.1913 (0.2011) loss_rec_all: 0.2171 (0.2269) loss_rec_sfr: 0.2622 (0.2993) loss_cl: -0.2787 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [04:08:16.621380] Epoch: [99] [1860/2904] eta: 0:13:09 lr: 0.002364 loss: 0.1920 (0.2011) loss_rec_all: 0.2181 (0.2269) loss_rec_sfr: 0.2793 (0.2992) loss_cl: -0.2794 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [04:08:31.541086] Epoch: [99] [1880/2904] eta: 0:12:54 lr: 0.002364 loss: 0.1935 (0.2011) loss_rec_all: 0.2193 (0.2269) loss_rec_sfr: 0.2778 (0.2992) loss_cl: -0.2794 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [04:08:46.460533] Epoch: [99] [1900/2904] eta: 0:12:38 lr: 0.002364 loss: 0.1914 (0.2011) loss_rec_all: 0.2174 (0.2269) loss_rec_sfr: 0.2923 (0.2994) loss_cl: -0.2791 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [04:09:01.380849] Epoch: [99] [1920/2904] eta: 0:12:23 lr: 0.002364 loss: 0.1901 (0.2012) loss_rec_all: 0.2161 (0.2269) loss_rec_sfr: 0.2823 (0.2994) loss_cl: -0.2788 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [04:09:16.300484] Epoch: [99] [1940/2904] eta: 0:12:08 lr: 0.002364 loss: 0.1903 (0.2012) loss_rec_all: 0.2163 (0.2270) loss_rec_sfr: 0.2835 (0.2996) loss_cl: -0.2793 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [04:09:31.216728] Epoch: [99] [1960/2904] eta: 0:11:53 lr: 0.002364 loss: 0.1916 (0.2011) loss_rec_all: 0.2178 (0.2269) loss_rec_sfr: 0.2827 (0.2994) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [04:09:46.138467] Epoch: [99] [1980/2904] eta: 0:11:38 lr: 0.002364 loss: 0.1904 (0.2012) loss_rec_all: 0.2162 (0.2270) loss_rec_sfr: 0.2861 (0.2995) loss_cl: -0.2784 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [04:10:01.058631] Epoch: [99] [2000/2904] eta: 0:11:22 lr: 0.002364 loss: 0.1887 (0.2011) loss_rec_all: 0.2144 (0.2269) loss_rec_sfr: 0.2737 (0.2993) loss_cl: -0.2779 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [04:10:15.981430] Epoch: [99] [2020/2904] eta: 0:11:07 lr: 0.002364 loss: 0.1895 (0.2010) loss_rec_all: 0.2155 (0.2268) loss_rec_sfr: 0.2864 (0.2990) loss_cl: -0.2785 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [04:10:30.909266] Epoch: [99] [2040/2904] eta: 0:10:52 lr: 0.002364 loss: 0.1907 (0.2010) loss_rec_all: 0.2168 (0.2267) loss_rec_sfr: 0.2780 (0.2989) loss_cl: -0.2788 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [04:10:45.837840] Epoch: [99] [2060/2904] eta: 0:10:37 lr: 0.002364 loss: 0.1912 (0.2009) loss_rec_all: 0.2173 (0.2267) loss_rec_sfr: 0.2824 (0.2989) loss_cl: -0.2800 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [04:11:00.766086] Epoch: [99] [2080/2904] eta: 0:10:22 lr: 0.002364 loss: 0.1897 (0.2009) loss_rec_all: 0.2155 (0.2267) loss_rec_sfr: 0.3002 (0.2989) loss_cl: -0.2793 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [04:11:15.694148] Epoch: [99] [2100/2904] eta: 0:10:06 lr: 0.002364 loss: 0.1870 (0.2008) loss_rec_all: 0.2128 (0.2266) loss_rec_sfr: 0.2794 (0.2986) loss_cl: -0.2794 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [04:11:30.619303] Epoch: [99] [2120/2904] eta: 0:09:51 lr: 0.002364 loss: 0.1904 (0.2008) loss_rec_all: 0.2168 (0.2266) loss_rec_sfr: 0.2735 (0.2986) loss_cl: -0.2789 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [04:11:45.541749] Epoch: [99] [2140/2904] eta: 0:09:36 lr: 0.002364 loss: 0.1926 (0.2008) loss_rec_all: 0.2185 (0.2266) loss_rec_sfr: 0.2956 (0.2987) loss_cl: -0.2798 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [04:12:00.454471] Epoch: [99] [2160/2904] eta: 0:09:21 lr: 0.002364 loss: 0.1893 (0.2008) loss_rec_all: 0.2155 (0.2266) loss_rec_sfr: 0.2795 (0.2988) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [04:12:15.373989] Epoch: [99] [2180/2904] eta: 0:09:06 lr: 0.002364 loss: 0.1962 (0.2009) loss_rec_all: 0.2220 (0.2266) loss_rec_sfr: 0.2821 (0.2989) loss_cl: -0.2784 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [04:12:30.295741] Epoch: [99] [2200/2904] eta: 0:08:51 lr: 0.002364 loss: 0.1883 (0.2008) loss_rec_all: 0.2142 (0.2266) loss_rec_sfr: 0.2707 (0.2987) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [04:12:45.213643] Epoch: [99] [2220/2904] eta: 0:08:36 lr: 0.002364 loss: 0.1921 (0.2008) loss_rec_all: 0.2179 (0.2266) loss_rec_sfr: 0.2805 (0.2987) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [04:13:00.132054] Epoch: [99] [2240/2904] eta: 0:08:20 lr: 0.002364 loss: 0.1921 (0.2008) loss_rec_all: 0.2180 (0.2266) loss_rec_sfr: 0.2713 (0.2987) loss_cl: -0.2784 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [04:13:15.057830] Epoch: [99] [2260/2904] eta: 0:08:05 lr: 0.002364 loss: 0.1964 (0.2008) loss_rec_all: 0.2223 (0.2266) loss_rec_sfr: 0.2812 (0.2989) loss_cl: -0.2784 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [04:13:29.977256] Epoch: [99] [2280/2904] eta: 0:07:50 lr: 0.002364 loss: 0.1912 (0.2009) loss_rec_all: 0.2171 (0.2266) loss_rec_sfr: 0.2735 (0.2988) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [04:13:44.898444] Epoch: [99] [2300/2904] eta: 0:07:35 lr: 0.002364 loss: 0.1903 (0.2008) loss_rec_all: 0.2164 (0.2266) loss_rec_sfr: 0.2716 (0.2987) loss_cl: -0.2794 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [04:13:59.818862] Epoch: [99] [2320/2904] eta: 0:07:20 lr: 0.002364 loss: 0.1911 (0.2009) loss_rec_all: 0.2172 (0.2266) loss_rec_sfr: 0.2875 (0.2988) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [04:14:14.737818] Epoch: [99] [2340/2904] eta: 0:07:05 lr: 0.002364 loss: 0.1885 (0.2009) loss_rec_all: 0.2145 (0.2267) loss_rec_sfr: 0.2833 (0.2989) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [04:14:29.658344] Epoch: [99] [2360/2904] eta: 0:06:50 lr: 0.002364 loss: 0.1919 (0.2009) loss_rec_all: 0.2175 (0.2267) loss_rec_sfr: 0.2922 (0.2991) loss_cl: -0.2781 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [04:14:44.581802] Epoch: [99] [2380/2904] eta: 0:06:35 lr: 0.002363 loss: 0.1913 (0.2009) loss_rec_all: 0.2175 (0.2267) loss_rec_sfr: 0.2721 (0.2990) loss_cl: -0.2786 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [04:14:59.503651] Epoch: [99] [2400/2904] eta: 0:06:19 lr: 0.002363 loss: 0.1939 (0.2009) loss_rec_all: 0.2198 (0.2267) loss_rec_sfr: 0.2794 (0.2990) loss_cl: -0.2791 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [04:15:14.424068] Epoch: [99] [2420/2904] eta: 0:06:04 lr: 0.002363 loss: 0.1890 (0.2009) loss_rec_all: 0.2147 (0.2267) loss_rec_sfr: 0.2647 (0.2989) loss_cl: -0.2793 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [04:15:29.348252] Epoch: [99] [2440/2904] eta: 0:05:49 lr: 0.002363 loss: 0.1927 (0.2009) loss_rec_all: 0.2184 (0.2267) loss_rec_sfr: 0.2863 (0.2989) loss_cl: -0.2792 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [04:15:44.263994] Epoch: [99] [2460/2904] eta: 0:05:34 lr: 0.002363 loss: 0.1921 (0.2009) loss_rec_all: 0.2179 (0.2267) loss_rec_sfr: 0.2790 (0.2989) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [04:15:59.187146] Epoch: [99] [2480/2904] eta: 0:05:19 lr: 0.002363 loss: 0.1961 (0.2010) loss_rec_all: 0.2220 (0.2268) loss_rec_sfr: 0.2934 (0.2992) loss_cl: -0.2786 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [04:16:14.129429] Epoch: [99] [2500/2904] eta: 0:05:04 lr: 0.002363 loss: 0.1915 (0.2010) loss_rec_all: 0.2173 (0.2268) loss_rec_sfr: 0.2863 (0.2991) loss_cl: -0.2787 (-0.2788) time: 0.7471 data: 0.0002 max mem: 29860 [04:16:29.049115] Epoch: [99] [2520/2904] eta: 0:04:49 lr: 0.002363 loss: 0.1896 (0.2010) loss_rec_all: 0.2158 (0.2268) loss_rec_sfr: 0.2838 (0.2992) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [04:16:43.970396] Epoch: [99] [2540/2904] eta: 0:04:34 lr: 0.002363 loss: 0.1905 (0.2009) loss_rec_all: 0.2164 (0.2267) loss_rec_sfr: 0.2828 (0.2991) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [04:16:58.895920] Epoch: [99] [2560/2904] eta: 0:04:19 lr: 0.002363 loss: 0.1938 (0.2010) loss_rec_all: 0.2196 (0.2267) loss_rec_sfr: 0.2732 (0.2990) loss_cl: -0.2785 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [04:17:13.818129] Epoch: [99] [2580/2904] eta: 0:04:04 lr: 0.002363 loss: 0.1926 (0.2010) loss_rec_all: 0.2190 (0.2268) loss_rec_sfr: 0.2862 (0.2991) loss_cl: -0.2791 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [04:17:28.736278] Epoch: [99] [2600/2904] eta: 0:03:48 lr: 0.002363 loss: 0.1869 (0.2009) loss_rec_all: 0.2129 (0.2267) loss_rec_sfr: 0.2491 (0.2989) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [04:17:43.652279] Epoch: [99] [2620/2904] eta: 0:03:33 lr: 0.002363 loss: 0.1897 (0.2009) loss_rec_all: 0.2158 (0.2267) loss_rec_sfr: 0.2816 (0.2990) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [04:17:58.572328] Epoch: [99] [2640/2904] eta: 0:03:18 lr: 0.002363 loss: 0.1891 (0.2009) loss_rec_all: 0.2150 (0.2267) loss_rec_sfr: 0.2819 (0.2990) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [04:18:13.492653] Epoch: [99] [2660/2904] eta: 0:03:03 lr: 0.002363 loss: 0.1935 (0.2009) loss_rec_all: 0.2199 (0.2267) loss_rec_sfr: 0.2816 (0.2989) loss_cl: -0.2798 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [04:18:28.411773] Epoch: [99] [2680/2904] eta: 0:02:48 lr: 0.002363 loss: 0.1881 (0.2008) loss_rec_all: 0.2142 (0.2266) loss_rec_sfr: 0.2635 (0.2986) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [04:18:43.329323] Epoch: [99] [2700/2904] eta: 0:02:33 lr: 0.002363 loss: 0.1963 (0.2009) loss_rec_all: 0.2223 (0.2266) loss_rec_sfr: 0.2733 (0.2987) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [04:18:58.249547] Epoch: [99] [2720/2904] eta: 0:02:18 lr: 0.002363 loss: 0.1913 (0.2008) loss_rec_all: 0.2171 (0.2266) loss_rec_sfr: 0.2795 (0.2986) loss_cl: -0.2796 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [04:19:13.170546] Epoch: [99] [2740/2904] eta: 0:02:03 lr: 0.002363 loss: 0.1949 (0.2009) loss_rec_all: 0.2208 (0.2267) loss_rec_sfr: 0.2989 (0.2988) loss_cl: -0.2800 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [04:19:28.087641] Epoch: [99] [2760/2904] eta: 0:01:48 lr: 0.002363 loss: 0.1942 (0.2009) loss_rec_all: 0.2203 (0.2267) loss_rec_sfr: 0.2893 (0.2990) loss_cl: -0.2799 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [04:19:43.006011] Epoch: [99] [2780/2904] eta: 0:01:33 lr: 0.002363 loss: 0.1933 (0.2010) loss_rec_all: 0.2190 (0.2267) loss_rec_sfr: 0.2794 (0.2989) loss_cl: -0.2783 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [04:19:57.922069] Epoch: [99] [2800/2904] eta: 0:01:18 lr: 0.002363 loss: 0.1900 (0.2010) loss_rec_all: 0.2159 (0.2268) loss_rec_sfr: 0.2733 (0.2989) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [04:20:12.846436] Epoch: [99] [2820/2904] eta: 0:01:03 lr: 0.002363 loss: 0.1942 (0.2010) loss_rec_all: 0.2204 (0.2268) loss_rec_sfr: 0.2810 (0.2990) loss_cl: -0.2793 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [04:20:27.805998] Epoch: [99] [2840/2904] eta: 0:00:48 lr: 0.002363 loss: 0.1912 (0.2010) loss_rec_all: 0.2173 (0.2268) loss_rec_sfr: 0.2799 (0.2990) loss_cl: -0.2790 (-0.2788) time: 0.7479 data: 0.0023 max mem: 29860 [04:20:42.714138] Epoch: [99] [2860/2904] eta: 0:00:33 lr: 0.002363 loss: 0.1901 (0.2010) loss_rec_all: 0.2158 (0.2268) loss_rec_sfr: 0.2844 (0.2991) loss_cl: -0.2785 (-0.2788) time: 0.7454 data: 0.0001 max mem: 29860 [04:20:57.613237] Epoch: [99] [2880/2904] eta: 0:00:18 lr: 0.002363 loss: 0.1967 (0.2011) loss_rec_all: 0.2227 (0.2268) loss_rec_sfr: 0.2814 (0.2992) loss_cl: -0.2783 (-0.2788) time: 0.7449 data: 0.0001 max mem: 29860 [04:21:12.517696] Epoch: [99] [2900/2904] eta: 0:00:03 lr: 0.002363 loss: 0.1911 (0.2010) loss_rec_all: 0.2167 (0.2268) loss_rec_sfr: 0.2764 (0.2991) loss_cl: -0.2788 (-0.2788) time: 0.7452 data: 0.0001 max mem: 29860 [04:21:14.761734] Epoch: [99] [2903/2904] eta: 0:00:00 lr: 0.002363 loss: 0.1924 (0.2010) loss_rec_all: 0.2189 (0.2268) loss_rec_sfr: 0.2794 (0.2991) loss_cl: -0.2788 (-0.2788) time: 0.7452 data: 0.0001 max mem: 29860 [04:21:16.869495] Epoch: [99] Total time: 0:36:27 (0.7532 s / it) [04:21:16.872635] Averaged stats: lr: 0.002363 loss: 0.1924 (0.2040) loss_rec_all: 0.2189 (0.2274) loss_rec_sfr: 0.2794 (0.3011) loss_cl: -0.2788 (-0.2555) [04:21:16.877444] log_dir: ./checkpoint/VF2_ViT-B [04:21:35.641678] Epoch: [100] [ 0/2904] eta: 15:08:06 lr: 0.002363 loss: 0.1887 (0.1887) loss_rec_all: 0.2145 (0.2145) loss_rec_sfr: 0.2784 (0.2784) loss_cl: -0.2780 (-0.2780) time: 18.7624 data: 14.5656 max mem: 29860 [04:21:50.898856] Epoch: [100] [ 20/2904] eta: 1:17:51 lr: 0.002363 loss: 0.1922 (0.2004) loss_rec_all: 0.2185 (0.2262) loss_rec_sfr: 0.2693 (0.2955) loss_cl: -0.2790 (-0.2789) time: 0.7628 data: 0.0195 max mem: 29860 [04:22:05.767243] Epoch: [100] [ 40/2904] eta: 0:56:54 lr: 0.002363 loss: 0.1963 (0.2051) loss_rec_all: 0.2223 (0.2308) loss_rec_sfr: 0.2764 (0.3070) loss_cl: -0.2792 (-0.2788) time: 0.7434 data: 0.0002 max mem: 29860 [04:22:20.645169] Epoch: [100] [ 60/2904] eta: 0:49:32 lr: 0.002363 loss: 0.1877 (0.2029) loss_rec_all: 0.2140 (0.2287) loss_rec_sfr: 0.2726 (0.3008) loss_cl: -0.2791 (-0.2789) time: 0.7439 data: 0.0002 max mem: 29860 [04:22:35.538398] Epoch: [100] [ 80/2904] eta: 0:45:42 lr: 0.002363 loss: 0.1915 (0.2018) loss_rec_all: 0.2177 (0.2276) loss_rec_sfr: 0.2591 (0.2945) loss_cl: -0.2790 (-0.2789) time: 0.7446 data: 0.0002 max mem: 29860 [04:22:50.448750] Epoch: [100] [ 100/2904] eta: 0:43:17 lr: 0.002363 loss: 0.1942 (0.2021) loss_rec_all: 0.2199 (0.2279) loss_rec_sfr: 0.2834 (0.2971) loss_cl: -0.2794 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [04:23:05.365270] Epoch: [100] [ 120/2904] eta: 0:41:35 lr: 0.002363 loss: 0.1919 (0.2023) loss_rec_all: 0.2181 (0.2281) loss_rec_sfr: 0.2660 (0.2977) loss_cl: -0.2788 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [04:23:20.285981] Epoch: [100] [ 140/2904] eta: 0:40:19 lr: 0.002363 loss: 0.1958 (0.2031) loss_rec_all: 0.2213 (0.2289) loss_rec_sfr: 0.2880 (0.3015) loss_cl: -0.2782 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [04:23:35.212462] Epoch: [100] [ 160/2904] eta: 0:39:17 lr: 0.002363 loss: 0.1876 (0.2022) loss_rec_all: 0.2134 (0.2279) loss_rec_sfr: 0.2801 (0.2996) loss_cl: -0.2780 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [04:23:50.135734] Epoch: [100] [ 180/2904] eta: 0:38:26 lr: 0.002363 loss: 0.1915 (0.2019) loss_rec_all: 0.2173 (0.2277) loss_rec_sfr: 0.2749 (0.2989) loss_cl: -0.2786 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [04:24:05.084037] Epoch: [100] [ 200/2904] eta: 0:37:42 lr: 0.002363 loss: 0.1916 (0.2019) loss_rec_all: 0.2178 (0.2276) loss_rec_sfr: 0.2917 (0.2999) loss_cl: -0.2791 (-0.2787) time: 0.7474 data: 0.0002 max mem: 29860 [04:24:20.004347] Epoch: [100] [ 220/2904] eta: 0:37:03 lr: 0.002363 loss: 0.1917 (0.2015) loss_rec_all: 0.2183 (0.2273) loss_rec_sfr: 0.2800 (0.2984) loss_cl: -0.2797 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [04:24:34.922062] Epoch: [100] [ 240/2904] eta: 0:36:29 lr: 0.002363 loss: 0.1926 (0.2024) loss_rec_all: 0.2189 (0.2282) loss_rec_sfr: 0.2888 (0.3018) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [04:24:49.960987] Epoch: [100] [ 260/2904] eta: 0:35:58 lr: 0.002363 loss: 0.1865 (0.2021) loss_rec_all: 0.2128 (0.2279) loss_rec_sfr: 0.2731 (0.3010) loss_cl: -0.2788 (-0.2788) time: 0.7519 data: 0.0002 max mem: 29860 [04:25:04.881315] Epoch: [100] [ 280/2904] eta: 0:35:28 lr: 0.002363 loss: 0.1925 (0.2026) loss_rec_all: 0.2184 (0.2284) loss_rec_sfr: 0.2795 (0.3026) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [04:25:19.794744] Epoch: [100] [ 300/2904] eta: 0:35:01 lr: 0.002363 loss: 0.1876 (0.2024) loss_rec_all: 0.2139 (0.2281) loss_rec_sfr: 0.2543 (0.3014) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [04:25:34.704778] Epoch: [100] [ 320/2904] eta: 0:34:35 lr: 0.002363 loss: 0.1887 (0.2018) loss_rec_all: 0.2149 (0.2276) loss_rec_sfr: 0.2659 (0.2992) loss_cl: -0.2784 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [04:25:49.622302] Epoch: [100] [ 340/2904] eta: 0:34:10 lr: 0.002363 loss: 0.1905 (0.2017) loss_rec_all: 0.2164 (0.2275) loss_rec_sfr: 0.2833 (0.2992) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [04:26:04.534326] Epoch: [100] [ 360/2904] eta: 0:33:47 lr: 0.002363 loss: 0.2006 (0.2025) loss_rec_all: 0.2265 (0.2283) loss_rec_sfr: 0.2896 (0.3017) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [04:26:19.449801] Epoch: [100] [ 380/2904] eta: 0:33:24 lr: 0.002363 loss: 0.1914 (0.2023) loss_rec_all: 0.2174 (0.2281) loss_rec_sfr: 0.2887 (0.3016) loss_cl: -0.2784 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [04:26:34.370808] Epoch: [100] [ 400/2904] eta: 0:33:02 lr: 0.002363 loss: 0.1933 (0.2022) loss_rec_all: 0.2191 (0.2280) loss_rec_sfr: 0.2758 (0.3009) loss_cl: -0.2787 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [04:26:49.288123] Epoch: [100] [ 420/2904] eta: 0:32:41 lr: 0.002363 loss: 0.1902 (0.2022) loss_rec_all: 0.2161 (0.2279) loss_rec_sfr: 0.2768 (0.3006) loss_cl: -0.2791 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [04:27:04.207406] Epoch: [100] [ 440/2904] eta: 0:32:20 lr: 0.002363 loss: 0.1923 (0.2023) loss_rec_all: 0.2181 (0.2281) loss_rec_sfr: 0.2992 (0.3016) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [04:27:19.125327] Epoch: [100] [ 460/2904] eta: 0:32:00 lr: 0.002363 loss: 0.1916 (0.2021) loss_rec_all: 0.2174 (0.2278) loss_rec_sfr: 0.2733 (0.3005) loss_cl: -0.2796 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [04:27:34.038594] Epoch: [100] [ 480/2904] eta: 0:31:40 lr: 0.002363 loss: 0.1915 (0.2021) loss_rec_all: 0.2171 (0.2278) loss_rec_sfr: 0.2803 (0.3006) loss_cl: -0.2784 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [04:27:48.950763] Epoch: [100] [ 500/2904] eta: 0:31:21 lr: 0.002363 loss: 0.1897 (0.2024) loss_rec_all: 0.2155 (0.2282) loss_rec_sfr: 0.2882 (0.3021) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [04:28:03.860641] Epoch: [100] [ 520/2904] eta: 0:31:02 lr: 0.002363 loss: 0.1909 (0.2024) loss_rec_all: 0.2169 (0.2282) loss_rec_sfr: 0.2737 (0.3019) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [04:28:18.779127] Epoch: [100] [ 540/2904] eta: 0:30:43 lr: 0.002363 loss: 0.1931 (0.2026) loss_rec_all: 0.2193 (0.2283) loss_rec_sfr: 0.2740 (0.3021) loss_cl: -0.2783 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [04:28:33.694737] Epoch: [100] [ 560/2904] eta: 0:30:25 lr: 0.002363 loss: 0.1910 (0.2027) loss_rec_all: 0.2169 (0.2284) loss_rec_sfr: 0.2932 (0.3028) loss_cl: -0.2778 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [04:28:48.610653] Epoch: [100] [ 580/2904] eta: 0:30:06 lr: 0.002363 loss: 0.1921 (0.2029) loss_rec_all: 0.2178 (0.2286) loss_rec_sfr: 0.2777 (0.3035) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [04:29:03.526247] Epoch: [100] [ 600/2904] eta: 0:29:48 lr: 0.002363 loss: 0.1935 (0.2029) loss_rec_all: 0.2189 (0.2287) loss_rec_sfr: 0.2892 (0.3039) loss_cl: -0.2778 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [04:29:18.437774] Epoch: [100] [ 620/2904] eta: 0:29:31 lr: 0.002363 loss: 0.1926 (0.2030) loss_rec_all: 0.2184 (0.2287) loss_rec_sfr: 0.2931 (0.3043) loss_cl: -0.2783 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [04:29:33.352176] Epoch: [100] [ 640/2904] eta: 0:29:13 lr: 0.002363 loss: 0.1957 (0.2030) loss_rec_all: 0.2214 (0.2288) loss_rec_sfr: 0.2774 (0.3047) loss_cl: -0.2776 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [04:29:48.263451] Epoch: [100] [ 660/2904] eta: 0:28:55 lr: 0.002363 loss: 0.1873 (0.2030) loss_rec_all: 0.2136 (0.2287) loss_rec_sfr: 0.2759 (0.3043) loss_cl: -0.2785 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [04:30:03.174963] Epoch: [100] [ 680/2904] eta: 0:28:38 lr: 0.002363 loss: 0.1869 (0.2028) loss_rec_all: 0.2133 (0.2285) loss_rec_sfr: 0.2631 (0.3035) loss_cl: -0.2796 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [04:30:18.097340] Epoch: [100] [ 700/2904] eta: 0:28:21 lr: 0.002363 loss: 0.1991 (0.2030) loss_rec_all: 0.2251 (0.2288) loss_rec_sfr: 0.2849 (0.3043) loss_cl: -0.2796 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [04:30:33.019694] Epoch: [100] [ 720/2904] eta: 0:28:04 lr: 0.002363 loss: 0.1876 (0.2027) loss_rec_all: 0.2140 (0.2285) loss_rec_sfr: 0.2431 (0.3030) loss_cl: -0.2782 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [04:30:47.939678] Epoch: [100] [ 740/2904] eta: 0:27:47 lr: 0.002363 loss: 0.1928 (0.2027) loss_rec_all: 0.2190 (0.2284) loss_rec_sfr: 0.2749 (0.3028) loss_cl: -0.2779 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [04:31:02.858953] Epoch: [100] [ 760/2904] eta: 0:27:30 lr: 0.002363 loss: 0.1943 (0.2029) loss_rec_all: 0.2205 (0.2286) loss_rec_sfr: 0.2870 (0.3034) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [04:31:17.770347] Epoch: [100] [ 780/2904] eta: 0:27:14 lr: 0.002363 loss: 0.1912 (0.2029) loss_rec_all: 0.2168 (0.2286) loss_rec_sfr: 0.2629 (0.3034) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [04:31:32.680215] Epoch: [100] [ 800/2904] eta: 0:26:57 lr: 0.002363 loss: 0.1907 (0.2028) loss_rec_all: 0.2167 (0.2286) loss_rec_sfr: 0.2828 (0.3034) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [04:31:47.595573] Epoch: [100] [ 820/2904] eta: 0:26:40 lr: 0.002363 loss: 0.1896 (0.2028) loss_rec_all: 0.2157 (0.2285) loss_rec_sfr: 0.2801 (0.3034) loss_cl: -0.2781 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [04:32:02.506875] Epoch: [100] [ 840/2904] eta: 0:26:24 lr: 0.002363 loss: 0.1925 (0.2028) loss_rec_all: 0.2181 (0.2285) loss_rec_sfr: 0.2856 (0.3033) loss_cl: -0.2785 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [04:32:17.425709] Epoch: [100] [ 860/2904] eta: 0:26:08 lr: 0.002363 loss: 0.1945 (0.2028) loss_rec_all: 0.2207 (0.2286) loss_rec_sfr: 0.2713 (0.3032) loss_cl: -0.2789 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [04:32:32.343925] Epoch: [100] [ 880/2904] eta: 0:25:51 lr: 0.002363 loss: 0.1885 (0.2026) loss_rec_all: 0.2143 (0.2283) loss_rec_sfr: 0.2854 (0.3026) loss_cl: -0.2795 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [04:32:47.263798] Epoch: [100] [ 900/2904] eta: 0:25:35 lr: 0.002363 loss: 0.1897 (0.2025) loss_rec_all: 0.2155 (0.2282) loss_rec_sfr: 0.2489 (0.3021) loss_cl: -0.2791 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [04:33:02.178886] Epoch: [100] [ 920/2904] eta: 0:25:19 lr: 0.002363 loss: 0.1912 (0.2026) loss_rec_all: 0.2175 (0.2283) loss_rec_sfr: 0.2840 (0.3025) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [04:33:17.092907] Epoch: [100] [ 940/2904] eta: 0:25:03 lr: 0.002363 loss: 0.1883 (0.2024) loss_rec_all: 0.2141 (0.2282) loss_rec_sfr: 0.2441 (0.3019) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [04:33:32.001850] Epoch: [100] [ 960/2904] eta: 0:24:46 lr: 0.002363 loss: 0.1953 (0.2026) loss_rec_all: 0.2212 (0.2283) loss_rec_sfr: 0.2806 (0.3023) loss_cl: -0.2798 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [04:33:46.918097] Epoch: [100] [ 980/2904] eta: 0:24:30 lr: 0.002363 loss: 0.1905 (0.2025) loss_rec_all: 0.2169 (0.2283) loss_rec_sfr: 0.2745 (0.3022) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [04:34:01.838185] Epoch: [100] [1000/2904] eta: 0:24:14 lr: 0.002363 loss: 0.1897 (0.2026) loss_rec_all: 0.2157 (0.2283) loss_rec_sfr: 0.2805 (0.3024) loss_cl: -0.2780 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [04:34:16.752688] Epoch: [100] [1020/2904] eta: 0:23:58 lr: 0.002363 loss: 0.1929 (0.2026) loss_rec_all: 0.2186 (0.2284) loss_rec_sfr: 0.2866 (0.3026) loss_cl: -0.2793 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [04:34:31.668862] Epoch: [100] [1040/2904] eta: 0:23:43 lr: 0.002363 loss: 0.1933 (0.2026) loss_rec_all: 0.2189 (0.2283) loss_rec_sfr: 0.2734 (0.3023) loss_cl: -0.2780 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [04:34:46.586029] Epoch: [100] [1060/2904] eta: 0:23:27 lr: 0.002363 loss: 0.1863 (0.2024) loss_rec_all: 0.2126 (0.2282) loss_rec_sfr: 0.2874 (0.3021) loss_cl: -0.2794 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [04:35:01.501288] Epoch: [100] [1080/2904] eta: 0:23:11 lr: 0.002363 loss: 0.1923 (0.2025) loss_rec_all: 0.2180 (0.2282) loss_rec_sfr: 0.2779 (0.3021) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [04:35:16.426548] Epoch: [100] [1100/2904] eta: 0:22:55 lr: 0.002363 loss: 0.1917 (0.2024) loss_rec_all: 0.2176 (0.2282) loss_rec_sfr: 0.2845 (0.3019) loss_cl: -0.2791 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [04:35:31.350597] Epoch: [100] [1120/2904] eta: 0:22:39 lr: 0.002363 loss: 0.1927 (0.2026) loss_rec_all: 0.2184 (0.2284) loss_rec_sfr: 0.3045 (0.3028) loss_cl: -0.2792 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [04:35:46.269675] Epoch: [100] [1140/2904] eta: 0:22:24 lr: 0.002363 loss: 0.1915 (0.2026) loss_rec_all: 0.2178 (0.2283) loss_rec_sfr: 0.2760 (0.3027) loss_cl: -0.2800 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [04:36:01.186731] Epoch: [100] [1160/2904] eta: 0:22:08 lr: 0.002363 loss: 0.1941 (0.2026) loss_rec_all: 0.2202 (0.2283) loss_rec_sfr: 0.2797 (0.3026) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [04:36:16.110008] Epoch: [100] [1180/2904] eta: 0:21:52 lr: 0.002363 loss: 0.2014 (0.2028) loss_rec_all: 0.2272 (0.2285) loss_rec_sfr: 0.3050 (0.3034) loss_cl: -0.2779 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [04:36:31.034003] Epoch: [100] [1200/2904] eta: 0:21:36 lr: 0.002363 loss: 0.1876 (0.2027) loss_rec_all: 0.2133 (0.2284) loss_rec_sfr: 0.2400 (0.3031) loss_cl: -0.2774 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [04:36:45.952198] Epoch: [100] [1220/2904] eta: 0:21:21 lr: 0.002363 loss: 0.1897 (0.2027) loss_rec_all: 0.2162 (0.2284) loss_rec_sfr: 0.2784 (0.3031) loss_cl: -0.2792 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [04:37:00.863970] Epoch: [100] [1240/2904] eta: 0:21:05 lr: 0.002363 loss: 0.1870 (0.2025) loss_rec_all: 0.2129 (0.2283) loss_rec_sfr: 0.2733 (0.3027) loss_cl: -0.2795 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [04:37:15.775008] Epoch: [100] [1260/2904] eta: 0:20:50 lr: 0.002363 loss: 0.1923 (0.2026) loss_rec_all: 0.2185 (0.2283) loss_rec_sfr: 0.2805 (0.3028) loss_cl: -0.2794 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [04:37:30.694338] Epoch: [100] [1280/2904] eta: 0:20:34 lr: 0.002363 loss: 0.1933 (0.2026) loss_rec_all: 0.2192 (0.2283) loss_rec_sfr: 0.2902 (0.3030) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [04:37:45.613317] Epoch: [100] [1300/2904] eta: 0:20:18 lr: 0.002363 loss: 0.1999 (0.2027) loss_rec_all: 0.2258 (0.2285) loss_rec_sfr: 0.2970 (0.3033) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [04:38:00.529699] Epoch: [100] [1320/2904] eta: 0:20:03 lr: 0.002363 loss: 0.1884 (0.2027) loss_rec_all: 0.2145 (0.2285) loss_rec_sfr: 0.2759 (0.3034) loss_cl: -0.2793 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [04:38:15.445297] Epoch: [100] [1340/2904] eta: 0:19:47 lr: 0.002363 loss: 0.1912 (0.2027) loss_rec_all: 0.2174 (0.2285) loss_rec_sfr: 0.2718 (0.3032) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [04:38:30.363972] Epoch: [100] [1360/2904] eta: 0:19:32 lr: 0.002363 loss: 0.1894 (0.2026) loss_rec_all: 0.2155 (0.2283) loss_rec_sfr: 0.2689 (0.3028) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [04:38:45.279638] Epoch: [100] [1380/2904] eta: 0:19:16 lr: 0.002363 loss: 0.1929 (0.2026) loss_rec_all: 0.2186 (0.2284) loss_rec_sfr: 0.2957 (0.3030) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [04:39:00.196309] Epoch: [100] [1400/2904] eta: 0:19:01 lr: 0.002363 loss: 0.1987 (0.2027) loss_rec_all: 0.2242 (0.2285) loss_rec_sfr: 0.2829 (0.3033) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [04:39:15.109893] Epoch: [100] [1420/2904] eta: 0:18:45 lr: 0.002363 loss: 0.1903 (0.2027) loss_rec_all: 0.2165 (0.2285) loss_rec_sfr: 0.2779 (0.3034) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [04:39:30.029689] Epoch: [100] [1440/2904] eta: 0:18:30 lr: 0.002363 loss: 0.2003 (0.2029) loss_rec_all: 0.2261 (0.2287) loss_rec_sfr: 0.3021 (0.3041) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [04:39:44.950362] Epoch: [100] [1460/2904] eta: 0:18:15 lr: 0.002363 loss: 0.1888 (0.2029) loss_rec_all: 0.2145 (0.2287) loss_rec_sfr: 0.2644 (0.3040) loss_cl: -0.2793 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [04:39:59.866241] Epoch: [100] [1480/2904] eta: 0:17:59 lr: 0.002363 loss: 0.1921 (0.2029) loss_rec_all: 0.2180 (0.2286) loss_rec_sfr: 0.2773 (0.3037) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [04:40:14.782631] Epoch: [100] [1500/2904] eta: 0:17:44 lr: 0.002363 loss: 0.1936 (0.2029) loss_rec_all: 0.2200 (0.2286) loss_rec_sfr: 0.2759 (0.3037) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [04:40:29.698180] Epoch: [100] [1520/2904] eta: 0:17:28 lr: 0.002363 loss: 0.1891 (0.2027) loss_rec_all: 0.2153 (0.2285) loss_rec_sfr: 0.2531 (0.3031) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [04:40:44.611801] Epoch: [100] [1540/2904] eta: 0:17:13 lr: 0.002363 loss: 0.1953 (0.2027) loss_rec_all: 0.2209 (0.2285) loss_rec_sfr: 0.2850 (0.3031) loss_cl: -0.2784 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [04:40:59.529316] Epoch: [100] [1560/2904] eta: 0:16:58 lr: 0.002363 loss: 0.1884 (0.2026) loss_rec_all: 0.2143 (0.2284) loss_rec_sfr: 0.2788 (0.3029) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [04:41:14.454989] Epoch: [100] [1580/2904] eta: 0:16:42 lr: 0.002363 loss: 0.1939 (0.2026) loss_rec_all: 0.2199 (0.2283) loss_rec_sfr: 0.2807 (0.3028) loss_cl: -0.2794 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [04:41:29.381845] Epoch: [100] [1600/2904] eta: 0:16:27 lr: 0.002363 loss: 0.1950 (0.2026) loss_rec_all: 0.2212 (0.2284) loss_rec_sfr: 0.2873 (0.3030) loss_cl: -0.2795 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [04:41:44.303742] Epoch: [100] [1620/2904] eta: 0:16:12 lr: 0.002363 loss: 0.1947 (0.2026) loss_rec_all: 0.2210 (0.2283) loss_rec_sfr: 0.2830 (0.3029) loss_cl: -0.2786 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [04:41:59.213786] Epoch: [100] [1640/2904] eta: 0:15:56 lr: 0.002363 loss: 0.1916 (0.2027) loss_rec_all: 0.2173 (0.2284) loss_rec_sfr: 0.2932 (0.3032) loss_cl: -0.2778 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [04:42:14.132529] Epoch: [100] [1660/2904] eta: 0:15:41 lr: 0.002363 loss: 0.1935 (0.2027) loss_rec_all: 0.2193 (0.2284) loss_rec_sfr: 0.2821 (0.3031) loss_cl: -0.2795 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [04:42:29.050588] Epoch: [100] [1680/2904] eta: 0:15:26 lr: 0.002363 loss: 0.1895 (0.2026) loss_rec_all: 0.2153 (0.2284) loss_rec_sfr: 0.2810 (0.3030) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [04:42:43.972457] Epoch: [100] [1700/2904] eta: 0:15:10 lr: 0.002363 loss: 0.1921 (0.2026) loss_rec_all: 0.2179 (0.2283) loss_rec_sfr: 0.2762 (0.3029) loss_cl: -0.2787 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [04:42:58.887745] Epoch: [100] [1720/2904] eta: 0:14:55 lr: 0.002363 loss: 0.1893 (0.2025) loss_rec_all: 0.2156 (0.2282) loss_rec_sfr: 0.2546 (0.3024) loss_cl: -0.2795 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [04:43:13.806818] Epoch: [100] [1740/2904] eta: 0:14:40 lr: 0.002363 loss: 0.1915 (0.2025) loss_rec_all: 0.2173 (0.2282) loss_rec_sfr: 0.2719 (0.3024) loss_cl: -0.2781 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [04:43:28.717749] Epoch: [100] [1760/2904] eta: 0:14:25 lr: 0.002363 loss: 0.1904 (0.2024) loss_rec_all: 0.2162 (0.2282) loss_rec_sfr: 0.2759 (0.3023) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [04:43:43.637505] Epoch: [100] [1780/2904] eta: 0:14:09 lr: 0.002363 loss: 0.1887 (0.2023) loss_rec_all: 0.2147 (0.2281) loss_rec_sfr: 0.3019 (0.3022) loss_cl: -0.2796 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [04:43:58.550662] Epoch: [100] [1800/2904] eta: 0:13:54 lr: 0.002363 loss: 0.2013 (0.2024) loss_rec_all: 0.2274 (0.2282) loss_rec_sfr: 0.2779 (0.3025) loss_cl: -0.2794 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [04:44:13.467433] Epoch: [100] [1820/2904] eta: 0:13:39 lr: 0.002363 loss: 0.1890 (0.2024) loss_rec_all: 0.2146 (0.2282) loss_rec_sfr: 0.2819 (0.3024) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [04:44:28.379486] Epoch: [100] [1840/2904] eta: 0:13:24 lr: 0.002363 loss: 0.1912 (0.2023) loss_rec_all: 0.2173 (0.2281) loss_rec_sfr: 0.2834 (0.3022) loss_cl: -0.2794 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [04:44:43.300892] Epoch: [100] [1860/2904] eta: 0:13:08 lr: 0.002362 loss: 0.1891 (0.2023) loss_rec_all: 0.2147 (0.2280) loss_rec_sfr: 0.2829 (0.3020) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [04:44:58.217695] Epoch: [100] [1880/2904] eta: 0:12:53 lr: 0.002362 loss: 0.1900 (0.2023) loss_rec_all: 0.2162 (0.2280) loss_rec_sfr: 0.2786 (0.3020) loss_cl: -0.2783 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [04:45:13.139709] Epoch: [100] [1900/2904] eta: 0:12:38 lr: 0.002362 loss: 0.1957 (0.2023) loss_rec_all: 0.2217 (0.2281) loss_rec_sfr: 0.2973 (0.3024) loss_cl: -0.2782 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [04:45:28.057578] Epoch: [100] [1920/2904] eta: 0:12:23 lr: 0.002362 loss: 0.1932 (0.2024) loss_rec_all: 0.2196 (0.2281) loss_rec_sfr: 0.2854 (0.3025) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [04:45:42.973750] Epoch: [100] [1940/2904] eta: 0:12:08 lr: 0.002362 loss: 0.1926 (0.2023) loss_rec_all: 0.2186 (0.2280) loss_rec_sfr: 0.2826 (0.3022) loss_cl: -0.2795 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [04:45:57.887908] Epoch: [100] [1960/2904] eta: 0:11:52 lr: 0.002362 loss: 0.1930 (0.2023) loss_rec_all: 0.2189 (0.2280) loss_rec_sfr: 0.2804 (0.3022) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [04:46:12.809032] Epoch: [100] [1980/2904] eta: 0:11:37 lr: 0.002362 loss: 0.1898 (0.2022) loss_rec_all: 0.2156 (0.2280) loss_rec_sfr: 0.2780 (0.3020) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [04:46:27.728269] Epoch: [100] [2000/2904] eta: 0:11:22 lr: 0.002362 loss: 0.1898 (0.2022) loss_rec_all: 0.2158 (0.2279) loss_rec_sfr: 0.2665 (0.3018) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [04:46:42.649621] Epoch: [100] [2020/2904] eta: 0:11:07 lr: 0.002362 loss: 0.1917 (0.2022) loss_rec_all: 0.2176 (0.2279) loss_rec_sfr: 0.2703 (0.3018) loss_cl: -0.2784 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [04:46:57.562851] Epoch: [100] [2040/2904] eta: 0:10:52 lr: 0.002362 loss: 0.1895 (0.2021) loss_rec_all: 0.2158 (0.2279) loss_rec_sfr: 0.2677 (0.3016) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [04:47:12.476072] Epoch: [100] [2060/2904] eta: 0:10:36 lr: 0.002362 loss: 0.1884 (0.2021) loss_rec_all: 0.2144 (0.2279) loss_rec_sfr: 0.2583 (0.3015) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [04:47:27.395487] Epoch: [100] [2080/2904] eta: 0:10:21 lr: 0.002362 loss: 0.1980 (0.2022) loss_rec_all: 0.2237 (0.2280) loss_rec_sfr: 0.2974 (0.3019) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [04:47:42.311352] Epoch: [100] [2100/2904] eta: 0:10:06 lr: 0.002362 loss: 0.1963 (0.2023) loss_rec_all: 0.2221 (0.2280) loss_rec_sfr: 0.3014 (0.3021) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [04:47:57.227184] Epoch: [100] [2120/2904] eta: 0:09:51 lr: 0.002362 loss: 0.1899 (0.2023) loss_rec_all: 0.2164 (0.2280) loss_rec_sfr: 0.2842 (0.3022) loss_cl: -0.2793 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [04:48:12.148572] Epoch: [100] [2140/2904] eta: 0:09:36 lr: 0.002362 loss: 0.1987 (0.2024) loss_rec_all: 0.2244 (0.2281) loss_rec_sfr: 0.2975 (0.3026) loss_cl: -0.2792 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [04:48:27.070501] Epoch: [100] [2160/2904] eta: 0:09:21 lr: 0.002362 loss: 0.1910 (0.2024) loss_rec_all: 0.2168 (0.2281) loss_rec_sfr: 0.2619 (0.3025) loss_cl: -0.2790 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [04:48:41.991901] Epoch: [100] [2180/2904] eta: 0:09:06 lr: 0.002362 loss: 0.1905 (0.2023) loss_rec_all: 0.2165 (0.2281) loss_rec_sfr: 0.2658 (0.3023) loss_cl: -0.2780 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [04:48:56.914118] Epoch: [100] [2200/2904] eta: 0:08:50 lr: 0.002362 loss: 0.1926 (0.2023) loss_rec_all: 0.2183 (0.2281) loss_rec_sfr: 0.2808 (0.3024) loss_cl: -0.2786 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [04:49:11.832193] Epoch: [100] [2220/2904] eta: 0:08:35 lr: 0.002362 loss: 0.1891 (0.2023) loss_rec_all: 0.2156 (0.2281) loss_rec_sfr: 0.2938 (0.3024) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [04:49:26.744062] Epoch: [100] [2240/2904] eta: 0:08:20 lr: 0.002362 loss: 0.1922 (0.2023) loss_rec_all: 0.2183 (0.2281) loss_rec_sfr: 0.2979 (0.3025) loss_cl: -0.2784 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [04:49:41.658493] Epoch: [100] [2260/2904] eta: 0:08:05 lr: 0.002362 loss: 0.1900 (0.2023) loss_rec_all: 0.2157 (0.2280) loss_rec_sfr: 0.2764 (0.3024) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [04:49:56.573795] Epoch: [100] [2280/2904] eta: 0:07:50 lr: 0.002362 loss: 0.1924 (0.2023) loss_rec_all: 0.2185 (0.2280) loss_rec_sfr: 0.2817 (0.3024) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [04:50:11.488558] Epoch: [100] [2300/2904] eta: 0:07:35 lr: 0.002362 loss: 0.1881 (0.2023) loss_rec_all: 0.2140 (0.2280) loss_rec_sfr: 0.2769 (0.3024) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [04:50:26.401886] Epoch: [100] [2320/2904] eta: 0:07:20 lr: 0.002362 loss: 0.1955 (0.2023) loss_rec_all: 0.2213 (0.2280) loss_rec_sfr: 0.2752 (0.3023) loss_cl: -0.2796 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [04:50:41.316649] Epoch: [100] [2340/2904] eta: 0:07:05 lr: 0.002362 loss: 0.1976 (0.2024) loss_rec_all: 0.2237 (0.2281) loss_rec_sfr: 0.2826 (0.3026) loss_cl: -0.2784 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [04:50:56.239302] Epoch: [100] [2360/2904] eta: 0:06:49 lr: 0.002362 loss: 0.1900 (0.2024) loss_rec_all: 0.2163 (0.2281) loss_rec_sfr: 0.2859 (0.3027) loss_cl: -0.2777 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [04:51:11.161690] Epoch: [100] [2380/2904] eta: 0:06:34 lr: 0.002362 loss: 0.1902 (0.2024) loss_rec_all: 0.2161 (0.2281) loss_rec_sfr: 0.2897 (0.3028) loss_cl: -0.2788 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [04:51:26.083328] Epoch: [100] [2400/2904] eta: 0:06:19 lr: 0.002362 loss: 0.1916 (0.2024) loss_rec_all: 0.2179 (0.2282) loss_rec_sfr: 0.2718 (0.3028) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [04:51:41.009297] Epoch: [100] [2420/2904] eta: 0:06:04 lr: 0.002362 loss: 0.1908 (0.2023) loss_rec_all: 0.2165 (0.2281) loss_rec_sfr: 0.2488 (0.3025) loss_cl: -0.2788 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [04:51:55.930052] Epoch: [100] [2440/2904] eta: 0:05:49 lr: 0.002362 loss: 0.1883 (0.2023) loss_rec_all: 0.2143 (0.2281) loss_rec_sfr: 0.2912 (0.3025) loss_cl: -0.2791 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [04:52:10.841755] Epoch: [100] [2460/2904] eta: 0:05:34 lr: 0.002362 loss: 0.1923 (0.2024) loss_rec_all: 0.2181 (0.2281) loss_rec_sfr: 0.2673 (0.3026) loss_cl: -0.2783 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [04:52:25.752668] Epoch: [100] [2480/2904] eta: 0:05:19 lr: 0.002362 loss: 0.1866 (0.2022) loss_rec_all: 0.2129 (0.2280) loss_rec_sfr: 0.2409 (0.3022) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [04:52:40.665201] Epoch: [100] [2500/2904] eta: 0:05:04 lr: 0.002362 loss: 0.1910 (0.2023) loss_rec_all: 0.2170 (0.2280) loss_rec_sfr: 0.3040 (0.3023) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [04:52:55.589606] Epoch: [100] [2520/2904] eta: 0:04:49 lr: 0.002362 loss: 0.1898 (0.2022) loss_rec_all: 0.2160 (0.2280) loss_rec_sfr: 0.2843 (0.3022) loss_cl: -0.2792 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [04:53:10.509758] Epoch: [100] [2540/2904] eta: 0:04:34 lr: 0.002362 loss: 0.1952 (0.2022) loss_rec_all: 0.2216 (0.2280) loss_rec_sfr: 0.2727 (0.3021) loss_cl: -0.2794 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [04:53:25.429527] Epoch: [100] [2560/2904] eta: 0:04:19 lr: 0.002362 loss: 0.1900 (0.2022) loss_rec_all: 0.2159 (0.2279) loss_rec_sfr: 0.2798 (0.3020) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [04:53:40.342925] Epoch: [100] [2580/2904] eta: 0:04:03 lr: 0.002362 loss: 0.1940 (0.2022) loss_rec_all: 0.2197 (0.2280) loss_rec_sfr: 0.2967 (0.3022) loss_cl: -0.2784 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [04:53:55.251268] Epoch: [100] [2600/2904] eta: 0:03:48 lr: 0.002362 loss: 0.1896 (0.2022) loss_rec_all: 0.2153 (0.2279) loss_rec_sfr: 0.2542 (0.3020) loss_cl: -0.2790 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [04:54:10.161530] Epoch: [100] [2620/2904] eta: 0:03:33 lr: 0.002362 loss: 0.1914 (0.2022) loss_rec_all: 0.2176 (0.2280) loss_rec_sfr: 0.2873 (0.3021) loss_cl: -0.2795 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [04:54:25.078117] Epoch: [100] [2640/2904] eta: 0:03:18 lr: 0.002362 loss: 0.1897 (0.2021) loss_rec_all: 0.2156 (0.2279) loss_rec_sfr: 0.2767 (0.3019) loss_cl: -0.2794 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [04:54:39.988473] Epoch: [100] [2660/2904] eta: 0:03:03 lr: 0.002362 loss: 0.1908 (0.2021) loss_rec_all: 0.2167 (0.2279) loss_rec_sfr: 0.2938 (0.3019) loss_cl: -0.2778 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [04:54:54.909526] Epoch: [100] [2680/2904] eta: 0:02:48 lr: 0.002362 loss: 0.1896 (0.2021) loss_rec_all: 0.2155 (0.2278) loss_rec_sfr: 0.2795 (0.3018) loss_cl: -0.2777 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [04:55:09.827557] Epoch: [100] [2700/2904] eta: 0:02:33 lr: 0.002362 loss: 0.1879 (0.2020) loss_rec_all: 0.2139 (0.2277) loss_rec_sfr: 0.2357 (0.3014) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [04:55:24.754109] Epoch: [100] [2720/2904] eta: 0:02:18 lr: 0.002362 loss: 0.1893 (0.2019) loss_rec_all: 0.2156 (0.2277) loss_rec_sfr: 0.2532 (0.3013) loss_cl: -0.2801 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [04:55:39.667058] Epoch: [100] [2740/2904] eta: 0:02:03 lr: 0.002362 loss: 0.1921 (0.2019) loss_rec_all: 0.2181 (0.2277) loss_rec_sfr: 0.2762 (0.3011) loss_cl: -0.2800 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [04:55:54.574743] Epoch: [100] [2760/2904] eta: 0:01:48 lr: 0.002362 loss: 0.1941 (0.2020) loss_rec_all: 0.2200 (0.2277) loss_rec_sfr: 0.2796 (0.3013) loss_cl: -0.2788 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [04:56:09.495550] Epoch: [100] [2780/2904] eta: 0:01:33 lr: 0.002362 loss: 0.1926 (0.2019) loss_rec_all: 0.2186 (0.2277) loss_rec_sfr: 0.2750 (0.3011) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [04:56:24.410594] Epoch: [100] [2800/2904] eta: 0:01:18 lr: 0.002362 loss: 0.1892 (0.2019) loss_rec_all: 0.2151 (0.2277) loss_rec_sfr: 0.2862 (0.3011) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [04:56:39.325011] Epoch: [100] [2820/2904] eta: 0:01:03 lr: 0.002362 loss: 0.1906 (0.2019) loss_rec_all: 0.2164 (0.2276) loss_rec_sfr: 0.2741 (0.3011) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [04:56:54.264468] Epoch: [100] [2840/2904] eta: 0:00:48 lr: 0.002362 loss: 0.1901 (0.2018) loss_rec_all: 0.2167 (0.2276) loss_rec_sfr: 0.2688 (0.3010) loss_cl: -0.2793 (-0.2788) time: 0.7469 data: 0.0023 max mem: 29860 [04:57:09.158782] Epoch: [100] [2860/2904] eta: 0:00:33 lr: 0.002362 loss: 0.1902 (0.2019) loss_rec_all: 0.2161 (0.2276) loss_rec_sfr: 0.2930 (0.3011) loss_cl: -0.2791 (-0.2788) time: 0.7447 data: 0.0001 max mem: 29860 [04:57:24.053121] Epoch: [100] [2880/2904] eta: 0:00:18 lr: 0.002362 loss: 0.1943 (0.2018) loss_rec_all: 0.2201 (0.2276) loss_rec_sfr: 0.2838 (0.3010) loss_cl: -0.2795 (-0.2788) time: 0.7447 data: 0.0001 max mem: 29860 [04:57:38.951855] Epoch: [100] [2900/2904] eta: 0:00:03 lr: 0.002362 loss: 0.1904 (0.2018) loss_rec_all: 0.2164 (0.2276) loss_rec_sfr: 0.2744 (0.3008) loss_cl: -0.2791 (-0.2788) time: 0.7449 data: 0.0001 max mem: 29860 [04:57:41.195080] Epoch: [100] [2903/2904] eta: 0:00:00 lr: 0.002362 loss: 0.1928 (0.2018) loss_rec_all: 0.2188 (0.2276) loss_rec_sfr: 0.2761 (0.3007) loss_cl: -0.2793 (-0.2788) time: 0.7449 data: 0.0001 max mem: 29860 [04:57:43.324916] Epoch: [100] Total time: 0:36:26 (0.7529 s / it) [04:57:43.335816] Averaged stats: lr: 0.002362 loss: 0.1928 (0.2041) loss_rec_all: 0.2188 (0.2276) loss_rec_sfr: 0.2761 (0.3013) loss_cl: -0.2793 (-0.2555) [04:57:46.169511] log_dir: ./checkpoint/VF2_ViT-B [04:58:00.725692] Epoch: [101] [ 0/2904] eta: 11:44:29 lr: 0.002362 loss: 0.1850 (0.1850) loss_rec_all: 0.2115 (0.2115) loss_rec_sfr: 0.2094 (0.2094) loss_cl: -0.2790 (-0.2790) time: 14.5555 data: 13.8241 max mem: 29860 [04:58:16.439270] Epoch: [101] [ 20/2904] eta: 1:09:16 lr: 0.002362 loss: 0.1876 (0.2058) loss_rec_all: 0.2134 (0.2313) loss_rec_sfr: 0.2828 (0.3142) loss_cl: -0.2777 (-0.2777) time: 0.7856 data: 0.0002 max mem: 29860 [04:58:31.319128] Epoch: [101] [ 40/2904] eta: 0:52:33 lr: 0.002362 loss: 0.1911 (0.2035) loss_rec_all: 0.2170 (0.2291) loss_rec_sfr: 0.2748 (0.3067) loss_cl: -0.2778 (-0.2778) time: 0.7440 data: 0.0002 max mem: 29860 [04:58:46.211670] Epoch: [101] [ 60/2904] eta: 0:46:39 lr: 0.002362 loss: 0.1921 (0.2030) loss_rec_all: 0.2178 (0.2287) loss_rec_sfr: 0.2790 (0.3023) loss_cl: -0.2788 (-0.2780) time: 0.7446 data: 0.0002 max mem: 29860 [04:59:01.114420] Epoch: [101] [ 80/2904] eta: 0:43:32 lr: 0.002362 loss: 0.1935 (0.2036) loss_rec_all: 0.2189 (0.2292) loss_rec_sfr: 0.2908 (0.3056) loss_cl: -0.2786 (-0.2781) time: 0.7451 data: 0.0002 max mem: 29860 [04:59:16.049234] Epoch: [101] [ 100/2904] eta: 0:41:35 lr: 0.002362 loss: 0.1921 (0.2043) loss_rec_all: 0.2178 (0.2299) loss_rec_sfr: 0.3018 (0.3097) loss_cl: -0.2781 (-0.2781) time: 0.7467 data: 0.0003 max mem: 29860 [04:59:30.962810] Epoch: [101] [ 120/2904] eta: 0:40:10 lr: 0.002362 loss: 0.1915 (0.2036) loss_rec_all: 0.2177 (0.2293) loss_rec_sfr: 0.2675 (0.3077) loss_cl: -0.2790 (-0.2782) time: 0.7456 data: 0.0002 max mem: 29860 [04:59:45.882102] Epoch: [101] [ 140/2904] eta: 0:39:06 lr: 0.002362 loss: 0.1927 (0.2040) loss_rec_all: 0.2186 (0.2296) loss_rec_sfr: 0.2868 (0.3092) loss_cl: -0.2795 (-0.2784) time: 0.7459 data: 0.0004 max mem: 29860 [05:00:00.827900] Epoch: [101] [ 160/2904] eta: 0:38:14 lr: 0.002362 loss: 0.1923 (0.2036) loss_rec_all: 0.2185 (0.2293) loss_rec_sfr: 0.2742 (0.3076) loss_cl: -0.2801 (-0.2786) time: 0.7472 data: 0.0002 max mem: 29860 [05:00:15.770949] Epoch: [101] [ 180/2904] eta: 0:37:31 lr: 0.002362 loss: 0.1889 (0.2025) loss_rec_all: 0.2151 (0.2283) loss_rec_sfr: 0.2722 (0.3043) loss_cl: -0.2789 (-0.2786) time: 0.7471 data: 0.0003 max mem: 29860 [05:00:30.700128] Epoch: [101] [ 200/2904] eta: 0:36:53 lr: 0.002362 loss: 0.1922 (0.2026) loss_rec_all: 0.2181 (0.2283) loss_rec_sfr: 0.2801 (0.3044) loss_cl: -0.2784 (-0.2786) time: 0.7464 data: 0.0002 max mem: 29860 [05:00:45.614963] Epoch: [101] [ 220/2904] eta: 0:36:19 lr: 0.002362 loss: 0.1896 (0.2025) loss_rec_all: 0.2153 (0.2282) loss_rec_sfr: 0.2788 (0.3045) loss_cl: -0.2786 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [05:01:00.548760] Epoch: [101] [ 240/2904] eta: 0:35:48 lr: 0.002362 loss: 0.1903 (0.2020) loss_rec_all: 0.2167 (0.2277) loss_rec_sfr: 0.2744 (0.3025) loss_cl: -0.2790 (-0.2786) time: 0.7466 data: 0.0002 max mem: 29860 [05:01:15.460830] Epoch: [101] [ 260/2904] eta: 0:35:20 lr: 0.002362 loss: 0.1919 (0.2024) loss_rec_all: 0.2181 (0.2281) loss_rec_sfr: 0.2762 (0.3043) loss_cl: -0.2784 (-0.2786) time: 0.7456 data: 0.0003 max mem: 29860 [05:01:30.377040] Epoch: [101] [ 280/2904] eta: 0:34:53 lr: 0.002362 loss: 0.1900 (0.2021) loss_rec_all: 0.2156 (0.2278) loss_rec_sfr: 0.2742 (0.3031) loss_cl: -0.2785 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [05:01:45.300550] Epoch: [101] [ 300/2904] eta: 0:34:28 lr: 0.002362 loss: 0.2019 (0.2032) loss_rec_all: 0.2279 (0.2289) loss_rec_sfr: 0.2833 (0.3060) loss_cl: -0.2790 (-0.2786) time: 0.7461 data: 0.0003 max mem: 29860 [05:02:00.221894] Epoch: [101] [ 320/2904] eta: 0:34:04 lr: 0.002362 loss: 0.1905 (0.2029) loss_rec_all: 0.2162 (0.2287) loss_rec_sfr: 0.2715 (0.3051) loss_cl: -0.2788 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [05:02:15.145083] Epoch: [101] [ 340/2904] eta: 0:33:42 lr: 0.002362 loss: 0.1948 (0.2034) loss_rec_all: 0.2208 (0.2291) loss_rec_sfr: 0.2741 (0.3063) loss_cl: -0.2789 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [05:02:30.061042] Epoch: [101] [ 360/2904] eta: 0:33:20 lr: 0.002362 loss: 0.1938 (0.2039) loss_rec_all: 0.2200 (0.2296) loss_rec_sfr: 0.2743 (0.3074) loss_cl: -0.2785 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [05:02:44.977876] Epoch: [101] [ 380/2904] eta: 0:32:59 lr: 0.002362 loss: 0.1906 (0.2039) loss_rec_all: 0.2165 (0.2296) loss_rec_sfr: 0.2890 (0.3079) loss_cl: -0.2784 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [05:02:59.891498] Epoch: [101] [ 400/2904] eta: 0:32:38 lr: 0.002362 loss: 0.1864 (0.2037) loss_rec_all: 0.2124 (0.2294) loss_rec_sfr: 0.2803 (0.3074) loss_cl: -0.2791 (-0.2786) time: 0.7456 data: 0.0002 max mem: 29860 [05:03:14.808717] Epoch: [101] [ 420/2904] eta: 0:32:18 lr: 0.002362 loss: 0.1939 (0.2039) loss_rec_all: 0.2197 (0.2296) loss_rec_sfr: 0.2936 (0.3084) loss_cl: -0.2788 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [05:03:29.721858] Epoch: [101] [ 440/2904] eta: 0:31:59 lr: 0.002362 loss: 0.1943 (0.2038) loss_rec_all: 0.2207 (0.2295) loss_rec_sfr: 0.2759 (0.3075) loss_cl: -0.2795 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [05:03:44.640365] Epoch: [101] [ 460/2904] eta: 0:31:40 lr: 0.002362 loss: 0.1889 (0.2035) loss_rec_all: 0.2151 (0.2292) loss_rec_sfr: 0.2760 (0.3065) loss_cl: -0.2798 (-0.2787) time: 0.7459 data: 0.0003 max mem: 29860 [05:03:59.554634] Epoch: [101] [ 480/2904] eta: 0:31:21 lr: 0.002362 loss: 0.1889 (0.2033) loss_rec_all: 0.2151 (0.2290) loss_rec_sfr: 0.2753 (0.3061) loss_cl: -0.2791 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [05:04:14.474108] Epoch: [101] [ 500/2904] eta: 0:31:03 lr: 0.002362 loss: 0.1948 (0.2033) loss_rec_all: 0.2201 (0.2290) loss_rec_sfr: 0.2832 (0.3060) loss_cl: -0.2765 (-0.2786) time: 0.7459 data: 0.0003 max mem: 29860 [05:04:29.388008] Epoch: [101] [ 520/2904] eta: 0:30:44 lr: 0.002362 loss: 0.1895 (0.2029) loss_rec_all: 0.2153 (0.2286) loss_rec_sfr: 0.2910 (0.3052) loss_cl: -0.2781 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [05:04:44.309734] Epoch: [101] [ 540/2904] eta: 0:30:27 lr: 0.002362 loss: 0.1900 (0.2029) loss_rec_all: 0.2158 (0.2286) loss_rec_sfr: 0.2767 (0.3050) loss_cl: -0.2797 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [05:04:59.230015] Epoch: [101] [ 560/2904] eta: 0:30:09 lr: 0.002362 loss: 0.2018 (0.2033) loss_rec_all: 0.2278 (0.2290) loss_rec_sfr: 0.3077 (0.3065) loss_cl: -0.2794 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [05:05:14.156883] Epoch: [101] [ 580/2904] eta: 0:29:51 lr: 0.002362 loss: 0.1887 (0.2031) loss_rec_all: 0.2148 (0.2288) loss_rec_sfr: 0.2498 (0.3058) loss_cl: -0.2787 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [05:05:29.072717] Epoch: [101] [ 600/2904] eta: 0:29:34 lr: 0.002362 loss: 0.1925 (0.2029) loss_rec_all: 0.2184 (0.2286) loss_rec_sfr: 0.2783 (0.3051) loss_cl: -0.2782 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [05:05:43.985521] Epoch: [101] [ 620/2904] eta: 0:29:17 lr: 0.002362 loss: 0.1910 (0.2027) loss_rec_all: 0.2168 (0.2284) loss_rec_sfr: 0.2705 (0.3044) loss_cl: -0.2789 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [05:05:58.903695] Epoch: [101] [ 640/2904] eta: 0:29:00 lr: 0.002362 loss: 0.1910 (0.2030) loss_rec_all: 0.2174 (0.2287) loss_rec_sfr: 0.3014 (0.3056) loss_cl: -0.2801 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [05:06:13.826676] Epoch: [101] [ 660/2904] eta: 0:28:43 lr: 0.002362 loss: 0.1926 (0.2031) loss_rec_all: 0.2188 (0.2288) loss_rec_sfr: 0.2955 (0.3059) loss_cl: -0.2784 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [05:06:28.745961] Epoch: [101] [ 680/2904] eta: 0:28:26 lr: 0.002362 loss: 0.1898 (0.2028) loss_rec_all: 0.2157 (0.2285) loss_rec_sfr: 0.2474 (0.3048) loss_cl: -0.2792 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [05:06:43.662745] Epoch: [101] [ 700/2904] eta: 0:28:09 lr: 0.002362 loss: 0.1877 (0.2026) loss_rec_all: 0.2136 (0.2284) loss_rec_sfr: 0.2710 (0.3043) loss_cl: -0.2789 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [05:06:58.578087] Epoch: [101] [ 720/2904] eta: 0:27:53 lr: 0.002362 loss: 0.1929 (0.2026) loss_rec_all: 0.2187 (0.2283) loss_rec_sfr: 0.2875 (0.3042) loss_cl: -0.2787 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [05:07:13.496877] Epoch: [101] [ 740/2904] eta: 0:27:36 lr: 0.002362 loss: 0.1915 (0.2025) loss_rec_all: 0.2178 (0.2282) loss_rec_sfr: 0.2564 (0.3037) loss_cl: -0.2790 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [05:07:28.415517] Epoch: [101] [ 760/2904] eta: 0:27:20 lr: 0.002362 loss: 0.1946 (0.2025) loss_rec_all: 0.2205 (0.2283) loss_rec_sfr: 0.2918 (0.3037) loss_cl: -0.2790 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [05:07:43.336918] Epoch: [101] [ 780/2904] eta: 0:27:03 lr: 0.002362 loss: 0.1985 (0.2029) loss_rec_all: 0.2241 (0.2286) loss_rec_sfr: 0.2852 (0.3047) loss_cl: -0.2789 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [05:07:58.252950] Epoch: [101] [ 800/2904] eta: 0:26:47 lr: 0.002362 loss: 0.1901 (0.2030) loss_rec_all: 0.2164 (0.2287) loss_rec_sfr: 0.2993 (0.3051) loss_cl: -0.2782 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [05:08:13.173543] Epoch: [101] [ 820/2904] eta: 0:26:31 lr: 0.002362 loss: 0.1888 (0.2029) loss_rec_all: 0.2150 (0.2287) loss_rec_sfr: 0.2476 (0.3047) loss_cl: -0.2776 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [05:08:28.097654] Epoch: [101] [ 840/2904] eta: 0:26:15 lr: 0.002362 loss: 0.1928 (0.2030) loss_rec_all: 0.2184 (0.2287) loss_rec_sfr: 0.2859 (0.3050) loss_cl: -0.2785 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [05:08:43.018505] Epoch: [101] [ 860/2904] eta: 0:25:59 lr: 0.002362 loss: 0.1920 (0.2030) loss_rec_all: 0.2183 (0.2288) loss_rec_sfr: 0.2748 (0.3050) loss_cl: -0.2802 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [05:08:57.938464] Epoch: [101] [ 880/2904] eta: 0:25:43 lr: 0.002362 loss: 0.1918 (0.2030) loss_rec_all: 0.2177 (0.2287) loss_rec_sfr: 0.2859 (0.3050) loss_cl: -0.2799 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [05:09:12.854975] Epoch: [101] [ 900/2904] eta: 0:25:27 lr: 0.002362 loss: 0.1928 (0.2029) loss_rec_all: 0.2186 (0.2286) loss_rec_sfr: 0.2917 (0.3050) loss_cl: -0.2789 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [05:09:27.770525] Epoch: [101] [ 920/2904] eta: 0:25:11 lr: 0.002362 loss: 0.1938 (0.2031) loss_rec_all: 0.2197 (0.2289) loss_rec_sfr: 0.3017 (0.3059) loss_cl: -0.2788 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [05:09:42.688883] Epoch: [101] [ 940/2904] eta: 0:24:55 lr: 0.002362 loss: 0.1880 (0.2031) loss_rec_all: 0.2144 (0.2288) loss_rec_sfr: 0.2448 (0.3054) loss_cl: -0.2780 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [05:09:57.607093] Epoch: [101] [ 960/2904] eta: 0:24:39 lr: 0.002362 loss: 0.1876 (0.2028) loss_rec_all: 0.2141 (0.2286) loss_rec_sfr: 0.2593 (0.3045) loss_cl: -0.2787 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [05:10:12.531315] Epoch: [101] [ 980/2904] eta: 0:24:23 lr: 0.002362 loss: 0.1956 (0.2030) loss_rec_all: 0.2214 (0.2288) loss_rec_sfr: 0.3039 (0.3053) loss_cl: -0.2782 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [05:10:27.452074] Epoch: [101] [1000/2904] eta: 0:24:07 lr: 0.002362 loss: 0.1952 (0.2030) loss_rec_all: 0.2208 (0.2287) loss_rec_sfr: 0.2731 (0.3048) loss_cl: -0.2789 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [05:10:42.369851] Epoch: [101] [1020/2904] eta: 0:23:52 lr: 0.002362 loss: 0.1922 (0.2030) loss_rec_all: 0.2185 (0.2287) loss_rec_sfr: 0.2782 (0.3049) loss_cl: -0.2792 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [05:10:57.283112] Epoch: [101] [1040/2904] eta: 0:23:36 lr: 0.002362 loss: 0.1939 (0.2029) loss_rec_all: 0.2198 (0.2287) loss_rec_sfr: 0.2748 (0.3045) loss_cl: -0.2791 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [05:11:12.196600] Epoch: [101] [1060/2904] eta: 0:23:20 lr: 0.002362 loss: 0.1908 (0.2029) loss_rec_all: 0.2168 (0.2286) loss_rec_sfr: 0.2900 (0.3045) loss_cl: -0.2787 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [05:11:27.109695] Epoch: [101] [1080/2904] eta: 0:23:05 lr: 0.002362 loss: 0.1946 (0.2029) loss_rec_all: 0.2209 (0.2286) loss_rec_sfr: 0.2708 (0.3042) loss_cl: -0.2788 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [05:11:42.017723] Epoch: [101] [1100/2904] eta: 0:22:49 lr: 0.002362 loss: 0.1937 (0.2028) loss_rec_all: 0.2196 (0.2285) loss_rec_sfr: 0.2797 (0.3038) loss_cl: -0.2789 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [05:11:56.929660] Epoch: [101] [1120/2904] eta: 0:22:33 lr: 0.002362 loss: 0.1914 (0.2027) loss_rec_all: 0.2171 (0.2285) loss_rec_sfr: 0.2757 (0.3036) loss_cl: -0.2781 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [05:12:11.850375] Epoch: [101] [1140/2904] eta: 0:22:18 lr: 0.002362 loss: 0.1925 (0.2027) loss_rec_all: 0.2184 (0.2285) loss_rec_sfr: 0.3001 (0.3038) loss_cl: -0.2792 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [05:12:26.767670] Epoch: [101] [1160/2904] eta: 0:22:02 lr: 0.002362 loss: 0.1919 (0.2027) loss_rec_all: 0.2178 (0.2285) loss_rec_sfr: 0.2811 (0.3039) loss_cl: -0.2793 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [05:12:41.684194] Epoch: [101] [1180/2904] eta: 0:21:47 lr: 0.002362 loss: 0.1899 (0.2026) loss_rec_all: 0.2157 (0.2284) loss_rec_sfr: 0.2982 (0.3037) loss_cl: -0.2790 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [05:12:56.599581] Epoch: [101] [1200/2904] eta: 0:21:31 lr: 0.002362 loss: 0.1920 (0.2027) loss_rec_all: 0.2176 (0.2284) loss_rec_sfr: 0.2818 (0.3038) loss_cl: -0.2778 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [05:13:11.518197] Epoch: [101] [1220/2904] eta: 0:21:16 lr: 0.002362 loss: 0.1913 (0.2026) loss_rec_all: 0.2174 (0.2283) loss_rec_sfr: 0.2510 (0.3034) loss_cl: -0.2786 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [05:13:26.446276] Epoch: [101] [1240/2904] eta: 0:21:00 lr: 0.002362 loss: 0.1912 (0.2025) loss_rec_all: 0.2172 (0.2282) loss_rec_sfr: 0.2728 (0.3030) loss_cl: -0.2795 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [05:13:41.363371] Epoch: [101] [1260/2904] eta: 0:20:45 lr: 0.002362 loss: 0.1891 (0.2023) loss_rec_all: 0.2156 (0.2281) loss_rec_sfr: 0.2702 (0.3025) loss_cl: -0.2791 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [05:13:56.285329] Epoch: [101] [1280/2904] eta: 0:20:29 lr: 0.002362 loss: 0.1881 (0.2023) loss_rec_all: 0.2144 (0.2281) loss_rec_sfr: 0.2430 (0.3023) loss_cl: -0.2798 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [05:14:11.210814] Epoch: [101] [1300/2904] eta: 0:20:14 lr: 0.002361 loss: 0.1917 (0.2024) loss_rec_all: 0.2180 (0.2281) loss_rec_sfr: 0.2685 (0.3023) loss_cl: -0.2786 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [05:14:26.132526] Epoch: [101] [1320/2904] eta: 0:19:58 lr: 0.002361 loss: 0.1931 (0.2024) loss_rec_all: 0.2190 (0.2282) loss_rec_sfr: 0.2793 (0.3024) loss_cl: -0.2786 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [05:14:41.053956] Epoch: [101] [1340/2904] eta: 0:19:43 lr: 0.002361 loss: 0.1943 (0.2024) loss_rec_all: 0.2201 (0.2282) loss_rec_sfr: 0.2536 (0.3023) loss_cl: -0.2788 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [05:14:55.972030] Epoch: [101] [1360/2904] eta: 0:19:28 lr: 0.002361 loss: 0.1899 (0.2024) loss_rec_all: 0.2159 (0.2282) loss_rec_sfr: 0.2783 (0.3023) loss_cl: -0.2784 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [05:15:10.889010] Epoch: [101] [1380/2904] eta: 0:19:12 lr: 0.002361 loss: 0.1948 (0.2024) loss_rec_all: 0.2205 (0.2282) loss_rec_sfr: 0.2786 (0.3022) loss_cl: -0.2791 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [05:15:25.802110] Epoch: [101] [1400/2904] eta: 0:18:57 lr: 0.002361 loss: 0.1915 (0.2024) loss_rec_all: 0.2175 (0.2282) loss_rec_sfr: 0.2862 (0.3022) loss_cl: -0.2793 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [05:15:40.722554] Epoch: [101] [1420/2904] eta: 0:18:42 lr: 0.002361 loss: 0.1890 (0.2024) loss_rec_all: 0.2153 (0.2282) loss_rec_sfr: 0.2838 (0.3024) loss_cl: -0.2797 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [05:15:55.634085] Epoch: [101] [1440/2904] eta: 0:18:26 lr: 0.002361 loss: 0.1938 (0.2025) loss_rec_all: 0.2196 (0.2282) loss_rec_sfr: 0.2943 (0.3027) loss_cl: -0.2789 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [05:16:10.559117] Epoch: [101] [1460/2904] eta: 0:18:11 lr: 0.002361 loss: 0.1921 (0.2024) loss_rec_all: 0.2182 (0.2281) loss_rec_sfr: 0.2802 (0.3025) loss_cl: -0.2784 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [05:16:25.474988] Epoch: [101] [1480/2904] eta: 0:17:56 lr: 0.002361 loss: 0.1922 (0.2024) loss_rec_all: 0.2184 (0.2282) loss_rec_sfr: 0.2705 (0.3023) loss_cl: -0.2792 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [05:16:40.388616] Epoch: [101] [1500/2904] eta: 0:17:40 lr: 0.002361 loss: 0.1904 (0.2024) loss_rec_all: 0.2161 (0.2282) loss_rec_sfr: 0.2786 (0.3024) loss_cl: -0.2787 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [05:16:55.304094] Epoch: [101] [1520/2904] eta: 0:17:25 lr: 0.002361 loss: 0.1899 (0.2024) loss_rec_all: 0.2157 (0.2281) loss_rec_sfr: 0.2908 (0.3024) loss_cl: -0.2792 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [05:17:10.223762] Epoch: [101] [1540/2904] eta: 0:17:10 lr: 0.002361 loss: 0.1945 (0.2024) loss_rec_all: 0.2199 (0.2281) loss_rec_sfr: 0.2778 (0.3024) loss_cl: -0.2785 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [05:17:25.144987] Epoch: [101] [1560/2904] eta: 0:16:55 lr: 0.002361 loss: 0.2021 (0.2026) loss_rec_all: 0.2280 (0.2284) loss_rec_sfr: 0.2831 (0.3031) loss_cl: -0.2785 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [05:17:40.068672] Epoch: [101] [1580/2904] eta: 0:16:39 lr: 0.002361 loss: 0.1915 (0.2026) loss_rec_all: 0.2178 (0.2283) loss_rec_sfr: 0.2717 (0.3030) loss_cl: -0.2793 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [05:17:55.007502] Epoch: [101] [1600/2904] eta: 0:16:24 lr: 0.002361 loss: 0.1897 (0.2026) loss_rec_all: 0.2155 (0.2283) loss_rec_sfr: 0.2485 (0.3029) loss_cl: -0.2791 (-0.2787) time: 0.7469 data: 0.0002 max mem: 29860 [05:18:09.921873] Epoch: [101] [1620/2904] eta: 0:16:09 lr: 0.002361 loss: 0.1924 (0.2025) loss_rec_all: 0.2183 (0.2283) loss_rec_sfr: 0.2735 (0.3026) loss_cl: -0.2786 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [05:18:24.836295] Epoch: [101] [1640/2904] eta: 0:15:54 lr: 0.002361 loss: 0.1923 (0.2025) loss_rec_all: 0.2181 (0.2283) loss_rec_sfr: 0.2748 (0.3025) loss_cl: -0.2781 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [05:18:39.748774] Epoch: [101] [1660/2904] eta: 0:15:38 lr: 0.002361 loss: 0.1925 (0.2026) loss_rec_all: 0.2188 (0.2283) loss_rec_sfr: 0.2807 (0.3027) loss_cl: -0.2785 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [05:18:54.658720] Epoch: [101] [1680/2904] eta: 0:15:23 lr: 0.002361 loss: 0.1915 (0.2026) loss_rec_all: 0.2177 (0.2283) loss_rec_sfr: 0.2886 (0.3028) loss_cl: -0.2789 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [05:19:09.583740] Epoch: [101] [1700/2904] eta: 0:15:08 lr: 0.002361 loss: 0.1923 (0.2025) loss_rec_all: 0.2182 (0.2283) loss_rec_sfr: 0.2747 (0.3026) loss_cl: -0.2790 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [05:19:24.653355] Epoch: [101] [1720/2904] eta: 0:14:53 lr: 0.002361 loss: 0.1947 (0.2026) loss_rec_all: 0.2207 (0.2284) loss_rec_sfr: 0.2996 (0.3031) loss_cl: -0.2785 (-0.2787) time: 0.7534 data: 0.0002 max mem: 29860 [05:19:39.572317] Epoch: [101] [1740/2904] eta: 0:14:38 lr: 0.002361 loss: 0.1887 (0.2025) loss_rec_all: 0.2145 (0.2283) loss_rec_sfr: 0.2451 (0.3027) loss_cl: -0.2791 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [05:19:54.489591] Epoch: [101] [1760/2904] eta: 0:14:22 lr: 0.002361 loss: 0.1907 (0.2024) loss_rec_all: 0.2167 (0.2282) loss_rec_sfr: 0.2918 (0.3025) loss_cl: -0.2797 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [05:20:09.404430] Epoch: [101] [1780/2904] eta: 0:14:07 lr: 0.002361 loss: 0.1958 (0.2025) loss_rec_all: 0.2218 (0.2283) loss_rec_sfr: 0.2767 (0.3027) loss_cl: -0.2786 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [05:20:24.316297] Epoch: [101] [1800/2904] eta: 0:13:52 lr: 0.002361 loss: 0.1910 (0.2026) loss_rec_all: 0.2170 (0.2283) loss_rec_sfr: 0.2851 (0.3030) loss_cl: -0.2787 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [05:20:39.232313] Epoch: [101] [1820/2904] eta: 0:13:37 lr: 0.002361 loss: 0.1910 (0.2026) loss_rec_all: 0.2171 (0.2283) loss_rec_sfr: 0.2884 (0.3031) loss_cl: -0.2794 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [05:20:54.144626] Epoch: [101] [1840/2904] eta: 0:13:22 lr: 0.002361 loss: 0.1895 (0.2025) loss_rec_all: 0.2156 (0.2283) loss_rec_sfr: 0.2839 (0.3030) loss_cl: -0.2788 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [05:21:09.060236] Epoch: [101] [1860/2904] eta: 0:13:06 lr: 0.002361 loss: 0.1893 (0.2025) loss_rec_all: 0.2154 (0.2283) loss_rec_sfr: 0.2625 (0.3029) loss_cl: -0.2785 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [05:21:23.976214] Epoch: [101] [1880/2904] eta: 0:12:51 lr: 0.002361 loss: 0.1878 (0.2025) loss_rec_all: 0.2141 (0.2282) loss_rec_sfr: 0.2825 (0.3028) loss_cl: -0.2797 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [05:21:38.897953] Epoch: [101] [1900/2904] eta: 0:12:36 lr: 0.002361 loss: 0.1888 (0.2024) loss_rec_all: 0.2146 (0.2282) loss_rec_sfr: 0.2801 (0.3028) loss_cl: -0.2796 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [05:21:53.815902] Epoch: [101] [1920/2904] eta: 0:12:21 lr: 0.002361 loss: 0.1899 (0.2024) loss_rec_all: 0.2157 (0.2282) loss_rec_sfr: 0.2706 (0.3027) loss_cl: -0.2794 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [05:22:08.738175] Epoch: [101] [1940/2904] eta: 0:12:06 lr: 0.002361 loss: 0.1906 (0.2023) loss_rec_all: 0.2166 (0.2281) loss_rec_sfr: 0.2790 (0.3024) loss_cl: -0.2791 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [05:22:23.650949] Epoch: [101] [1960/2904] eta: 0:11:51 lr: 0.002361 loss: 0.1895 (0.2023) loss_rec_all: 0.2151 (0.2280) loss_rec_sfr: 0.2902 (0.3023) loss_cl: -0.2782 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [05:22:38.573482] Epoch: [101] [1980/2904] eta: 0:11:36 lr: 0.002361 loss: 0.1888 (0.2022) loss_rec_all: 0.2149 (0.2280) loss_rec_sfr: 0.2905 (0.3024) loss_cl: -0.2791 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [05:22:53.491183] Epoch: [101] [2000/2904] eta: 0:11:20 lr: 0.002361 loss: 0.1907 (0.2021) loss_rec_all: 0.2168 (0.2279) loss_rec_sfr: 0.2712 (0.3020) loss_cl: -0.2790 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [05:23:08.412314] Epoch: [101] [2020/2904] eta: 0:11:05 lr: 0.002361 loss: 0.1869 (0.2021) loss_rec_all: 0.2129 (0.2279) loss_rec_sfr: 0.2660 (0.3018) loss_cl: -0.2794 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [05:23:23.338560] Epoch: [101] [2040/2904] eta: 0:10:50 lr: 0.002361 loss: 0.1919 (0.2021) loss_rec_all: 0.2183 (0.2279) loss_rec_sfr: 0.2820 (0.3019) loss_cl: -0.2790 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [05:23:38.258028] Epoch: [101] [2060/2904] eta: 0:10:35 lr: 0.002361 loss: 0.1939 (0.2021) loss_rec_all: 0.2197 (0.2279) loss_rec_sfr: 0.2813 (0.3019) loss_cl: -0.2788 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [05:23:53.175631] Epoch: [101] [2080/2904] eta: 0:10:20 lr: 0.002361 loss: 0.1900 (0.2021) loss_rec_all: 0.2161 (0.2279) loss_rec_sfr: 0.2760 (0.3019) loss_cl: -0.2798 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [05:24:08.095864] Epoch: [101] [2100/2904] eta: 0:10:05 lr: 0.002361 loss: 0.1926 (0.2022) loss_rec_all: 0.2183 (0.2279) loss_rec_sfr: 0.2807 (0.3019) loss_cl: -0.2781 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [05:24:23.019020] Epoch: [101] [2120/2904] eta: 0:09:50 lr: 0.002361 loss: 0.1995 (0.2023) loss_rec_all: 0.2256 (0.2280) loss_rec_sfr: 0.2891 (0.3023) loss_cl: -0.2790 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [05:24:37.935121] Epoch: [101] [2140/2904] eta: 0:09:35 lr: 0.002361 loss: 0.1926 (0.2023) loss_rec_all: 0.2181 (0.2280) loss_rec_sfr: 0.2968 (0.3025) loss_cl: -0.2774 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [05:24:52.855314] Epoch: [101] [2160/2904] eta: 0:09:20 lr: 0.002361 loss: 0.1904 (0.2023) loss_rec_all: 0.2163 (0.2281) loss_rec_sfr: 0.2857 (0.3026) loss_cl: -0.2782 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [05:25:07.777422] Epoch: [101] [2180/2904] eta: 0:09:04 lr: 0.002361 loss: 0.1926 (0.2024) loss_rec_all: 0.2182 (0.2281) loss_rec_sfr: 0.3063 (0.3029) loss_cl: -0.2793 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [05:25:22.694590] Epoch: [101] [2200/2904] eta: 0:08:49 lr: 0.002361 loss: 0.1900 (0.2023) loss_rec_all: 0.2161 (0.2280) loss_rec_sfr: 0.2742 (0.3026) loss_cl: -0.2806 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [05:25:37.612686] Epoch: [101] [2220/2904] eta: 0:08:34 lr: 0.002361 loss: 0.1952 (0.2023) loss_rec_all: 0.2214 (0.2280) loss_rec_sfr: 0.2976 (0.3028) loss_cl: -0.2789 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [05:25:52.541282] Epoch: [101] [2240/2904] eta: 0:08:19 lr: 0.002361 loss: 0.1921 (0.2023) loss_rec_all: 0.2177 (0.2280) loss_rec_sfr: 0.2828 (0.3028) loss_cl: -0.2780 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [05:26:07.463710] Epoch: [101] [2260/2904] eta: 0:08:04 lr: 0.002361 loss: 0.1901 (0.2023) loss_rec_all: 0.2159 (0.2280) loss_rec_sfr: 0.2918 (0.3028) loss_cl: -0.2786 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [05:26:22.390652] Epoch: [101] [2280/2904] eta: 0:07:49 lr: 0.002361 loss: 0.1871 (0.2022) loss_rec_all: 0.2132 (0.2279) loss_rec_sfr: 0.2595 (0.3025) loss_cl: -0.2789 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [05:26:37.316847] Epoch: [101] [2300/2904] eta: 0:07:34 lr: 0.002361 loss: 0.1901 (0.2021) loss_rec_all: 0.2159 (0.2279) loss_rec_sfr: 0.2766 (0.3022) loss_cl: -0.2787 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [05:26:52.241766] Epoch: [101] [2320/2904] eta: 0:07:19 lr: 0.002361 loss: 0.1919 (0.2021) loss_rec_all: 0.2178 (0.2279) loss_rec_sfr: 0.2888 (0.3025) loss_cl: -0.2783 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [05:27:07.163526] Epoch: [101] [2340/2904] eta: 0:07:04 lr: 0.002361 loss: 0.1900 (0.2021) loss_rec_all: 0.2157 (0.2279) loss_rec_sfr: 0.2922 (0.3025) loss_cl: -0.2791 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [05:27:22.092483] Epoch: [101] [2360/2904] eta: 0:06:49 lr: 0.002361 loss: 0.1954 (0.2022) loss_rec_all: 0.2213 (0.2280) loss_rec_sfr: 0.3016 (0.3029) loss_cl: -0.2795 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [05:27:37.019360] Epoch: [101] [2380/2904] eta: 0:06:34 lr: 0.002361 loss: 0.2027 (0.2023) loss_rec_all: 0.2287 (0.2281) loss_rec_sfr: 0.3057 (0.3032) loss_cl: -0.2791 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [05:27:51.940541] Epoch: [101] [2400/2904] eta: 0:06:19 lr: 0.002361 loss: 0.1915 (0.2023) loss_rec_all: 0.2177 (0.2280) loss_rec_sfr: 0.2805 (0.3030) loss_cl: -0.2790 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [05:28:06.855904] Epoch: [101] [2420/2904] eta: 0:06:03 lr: 0.002361 loss: 0.1932 (0.2022) loss_rec_all: 0.2189 (0.2280) loss_rec_sfr: 0.2793 (0.3029) loss_cl: -0.2787 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [05:28:21.769441] Epoch: [101] [2440/2904] eta: 0:05:48 lr: 0.002361 loss: 0.1897 (0.2023) loss_rec_all: 0.2155 (0.2280) loss_rec_sfr: 0.2851 (0.3030) loss_cl: -0.2785 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [05:28:36.683634] Epoch: [101] [2460/2904] eta: 0:05:33 lr: 0.002361 loss: 0.1911 (0.2022) loss_rec_all: 0.2172 (0.2279) loss_rec_sfr: 0.2853 (0.3027) loss_cl: -0.2789 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [05:28:51.604686] Epoch: [101] [2480/2904] eta: 0:05:18 lr: 0.002361 loss: 0.1928 (0.2022) loss_rec_all: 0.2186 (0.2279) loss_rec_sfr: 0.2721 (0.3027) loss_cl: -0.2776 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [05:29:06.524984] Epoch: [101] [2500/2904] eta: 0:05:03 lr: 0.002361 loss: 0.1902 (0.2021) loss_rec_all: 0.2157 (0.2279) loss_rec_sfr: 0.2725 (0.3025) loss_cl: -0.2789 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [05:29:21.445787] Epoch: [101] [2520/2904] eta: 0:04:48 lr: 0.002361 loss: 0.1913 (0.2021) loss_rec_all: 0.2173 (0.2279) loss_rec_sfr: 0.2881 (0.3026) loss_cl: -0.2788 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [05:29:36.367252] Epoch: [101] [2540/2904] eta: 0:04:33 lr: 0.002361 loss: 0.1873 (0.2021) loss_rec_all: 0.2135 (0.2278) loss_rec_sfr: 0.2682 (0.3024) loss_cl: -0.2791 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [05:29:51.292020] Epoch: [101] [2560/2904] eta: 0:04:18 lr: 0.002361 loss: 0.1912 (0.2020) loss_rec_all: 0.2172 (0.2278) loss_rec_sfr: 0.2733 (0.3023) loss_cl: -0.2785 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [05:30:06.210234] Epoch: [101] [2580/2904] eta: 0:04:03 lr: 0.002361 loss: 0.1910 (0.2020) loss_rec_all: 0.2168 (0.2278) loss_rec_sfr: 0.2843 (0.3023) loss_cl: -0.2796 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [05:30:21.121941] Epoch: [101] [2600/2904] eta: 0:03:48 lr: 0.002361 loss: 0.1995 (0.2021) loss_rec_all: 0.2253 (0.2278) loss_rec_sfr: 0.3003 (0.3025) loss_cl: -0.2785 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [05:30:36.042314] Epoch: [101] [2620/2904] eta: 0:03:33 lr: 0.002361 loss: 0.1925 (0.2021) loss_rec_all: 0.2189 (0.2279) loss_rec_sfr: 0.2830 (0.3026) loss_cl: -0.2785 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [05:30:50.961468] Epoch: [101] [2640/2904] eta: 0:03:18 lr: 0.002361 loss: 0.1907 (0.2021) loss_rec_all: 0.2163 (0.2278) loss_rec_sfr: 0.2698 (0.3025) loss_cl: -0.2788 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [05:31:05.885057] Epoch: [101] [2660/2904] eta: 0:03:03 lr: 0.002361 loss: 0.1905 (0.2021) loss_rec_all: 0.2165 (0.2278) loss_rec_sfr: 0.2785 (0.3024) loss_cl: -0.2789 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [05:31:20.806529] Epoch: [101] [2680/2904] eta: 0:02:48 lr: 0.002361 loss: 0.1957 (0.2021) loss_rec_all: 0.2217 (0.2278) loss_rec_sfr: 0.2936 (0.3025) loss_cl: -0.2787 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [05:31:35.730925] Epoch: [101] [2700/2904] eta: 0:02:33 lr: 0.002361 loss: 0.1913 (0.2021) loss_rec_all: 0.2172 (0.2279) loss_rec_sfr: 0.2769 (0.3025) loss_cl: -0.2791 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [05:31:50.649625] Epoch: [101] [2720/2904] eta: 0:02:18 lr: 0.002361 loss: 0.1922 (0.2021) loss_rec_all: 0.2179 (0.2279) loss_rec_sfr: 0.2925 (0.3026) loss_cl: -0.2787 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [05:32:05.566971] Epoch: [101] [2740/2904] eta: 0:02:03 lr: 0.002361 loss: 0.1910 (0.2021) loss_rec_all: 0.2171 (0.2279) loss_rec_sfr: 0.2760 (0.3026) loss_cl: -0.2786 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [05:32:20.484127] Epoch: [101] [2760/2904] eta: 0:01:48 lr: 0.002361 loss: 0.1894 (0.2021) loss_rec_all: 0.2156 (0.2278) loss_rec_sfr: 0.2804 (0.3025) loss_cl: -0.2787 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [05:32:35.403834] Epoch: [101] [2780/2904] eta: 0:01:33 lr: 0.002361 loss: 0.1916 (0.2021) loss_rec_all: 0.2176 (0.2278) loss_rec_sfr: 0.2708 (0.3024) loss_cl: -0.2794 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [05:32:50.323956] Epoch: [101] [2800/2904] eta: 0:01:18 lr: 0.002361 loss: 0.1900 (0.2020) loss_rec_all: 0.2159 (0.2278) loss_rec_sfr: 0.2669 (0.3023) loss_cl: -0.2789 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [05:33:05.243702] Epoch: [101] [2820/2904] eta: 0:01:03 lr: 0.002361 loss: 0.1893 (0.2021) loss_rec_all: 0.2151 (0.2278) loss_rec_sfr: 0.2739 (0.3023) loss_cl: -0.2788 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [05:33:20.195770] Epoch: [101] [2840/2904] eta: 0:00:48 lr: 0.002361 loss: 0.1981 (0.2022) loss_rec_all: 0.2240 (0.2279) loss_rec_sfr: 0.2965 (0.3027) loss_cl: -0.2783 (-0.2787) time: 0.7476 data: 0.0023 max mem: 29860 [05:33:35.097862] Epoch: [101] [2860/2904] eta: 0:00:33 lr: 0.002361 loss: 0.1897 (0.2022) loss_rec_all: 0.2161 (0.2279) loss_rec_sfr: 0.2942 (0.3028) loss_cl: -0.2789 (-0.2787) time: 0.7451 data: 0.0001 max mem: 29860 [05:33:50.000048] Epoch: [101] [2880/2904] eta: 0:00:18 lr: 0.002361 loss: 0.1914 (0.2022) loss_rec_all: 0.2175 (0.2279) loss_rec_sfr: 0.2739 (0.3026) loss_cl: -0.2790 (-0.2787) time: 0.7451 data: 0.0001 max mem: 29860 [05:34:04.904458] Epoch: [101] [2900/2904] eta: 0:00:03 lr: 0.002361 loss: 0.1906 (0.2022) loss_rec_all: 0.2164 (0.2279) loss_rec_sfr: 0.2845 (0.3027) loss_cl: -0.2793 (-0.2787) time: 0.7452 data: 0.0001 max mem: 29860 [05:34:07.146523] Epoch: [101] [2903/2904] eta: 0:00:00 lr: 0.002361 loss: 0.1885 (0.2022) loss_rec_all: 0.2147 (0.2279) loss_rec_sfr: 0.2747 (0.3027) loss_cl: -0.2792 (-0.2787) time: 0.7452 data: 0.0001 max mem: 29860 [05:34:09.222682] Epoch: [101] Total time: 0:36:23 (0.7517 s / it) [05:34:09.232954] Averaged stats: lr: 0.002361 loss: 0.1885 (0.2042) loss_rec_all: 0.2147 (0.2276) loss_rec_sfr: 0.2747 (0.3018) loss_cl: -0.2792 (-0.2555) [05:34:09.237636] log_dir: ./checkpoint/VF2_ViT-B [05:34:27.910995] Epoch: [102] [ 0/2904] eta: 15:03:44 lr: 0.002361 loss: 0.1960 (0.1960) loss_rec_all: 0.2218 (0.2218) loss_rec_sfr: 0.3065 (0.3065) loss_cl: -0.2788 (-0.2788) time: 18.6722 data: 16.1401 max mem: 29860 [05:34:42.797899] Epoch: [102] [ 20/2904] eta: 1:16:48 lr: 0.002361 loss: 0.1873 (0.1940) loss_rec_all: 0.2136 (0.2200) loss_rec_sfr: 0.2550 (0.2791) loss_cl: -0.2791 (-0.2789) time: 0.7443 data: 0.0002 max mem: 29860 [05:34:57.679814] Epoch: [102] [ 40/2904] eta: 0:56:23 lr: 0.002361 loss: 0.1923 (0.1996) loss_rec_all: 0.2183 (0.2254) loss_rec_sfr: 0.2677 (0.2901) loss_cl: -0.2783 (-0.2786) time: 0.7441 data: 0.0002 max mem: 29860 [05:35:12.574229] Epoch: [102] [ 60/2904] eta: 0:49:12 lr: 0.002361 loss: 0.1932 (0.1984) loss_rec_all: 0.2194 (0.2242) loss_rec_sfr: 0.2678 (0.2865) loss_cl: -0.2779 (-0.2784) time: 0.7447 data: 0.0002 max mem: 29860 [05:35:27.471463] Epoch: [102] [ 80/2904] eta: 0:45:27 lr: 0.002361 loss: 0.1874 (0.1981) loss_rec_all: 0.2133 (0.2239) loss_rec_sfr: 0.2853 (0.2876) loss_cl: -0.2797 (-0.2787) time: 0.7448 data: 0.0002 max mem: 29860 [05:35:42.390900] Epoch: [102] [ 100/2904] eta: 0:43:06 lr: 0.002361 loss: 0.1905 (0.1979) loss_rec_all: 0.2172 (0.2238) loss_rec_sfr: 0.2912 (0.2892) loss_cl: -0.2798 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [05:35:57.320034] Epoch: [102] [ 120/2904] eta: 0:41:26 lr: 0.002361 loss: 0.1960 (0.1987) loss_rec_all: 0.2219 (0.2246) loss_rec_sfr: 0.2704 (0.2893) loss_cl: -0.2785 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [05:36:12.246491] Epoch: [102] [ 140/2904] eta: 0:40:11 lr: 0.002361 loss: 0.1912 (0.1988) loss_rec_all: 0.2170 (0.2247) loss_rec_sfr: 0.2842 (0.2897) loss_cl: -0.2793 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [05:36:27.170120] Epoch: [102] [ 160/2904] eta: 0:39:10 lr: 0.002361 loss: 0.1890 (0.1991) loss_rec_all: 0.2149 (0.2250) loss_rec_sfr: 0.2548 (0.2913) loss_cl: -0.2791 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [05:36:42.091341] Epoch: [102] [ 180/2904] eta: 0:38:20 lr: 0.002361 loss: 0.1878 (0.1994) loss_rec_all: 0.2141 (0.2253) loss_rec_sfr: 0.2781 (0.2929) loss_cl: -0.2781 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [05:36:57.035639] Epoch: [102] [ 200/2904] eta: 0:37:37 lr: 0.002361 loss: 0.1984 (0.2005) loss_rec_all: 0.2240 (0.2263) loss_rec_sfr: 0.2775 (0.2958) loss_cl: -0.2782 (-0.2787) time: 0.7472 data: 0.0002 max mem: 29860 [05:37:11.954309] Epoch: [102] [ 220/2904] eta: 0:36:58 lr: 0.002361 loss: 0.1887 (0.2003) loss_rec_all: 0.2151 (0.2261) loss_rec_sfr: 0.2864 (0.2954) loss_cl: -0.2799 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [05:37:26.886117] Epoch: [102] [ 240/2904] eta: 0:36:24 lr: 0.002361 loss: 0.1885 (0.2002) loss_rec_all: 0.2144 (0.2260) loss_rec_sfr: 0.2843 (0.2959) loss_cl: -0.2795 (-0.2789) time: 0.7466 data: 0.0002 max mem: 29860 [05:37:41.806701] Epoch: [102] [ 260/2904] eta: 0:35:53 lr: 0.002361 loss: 0.1969 (0.2010) loss_rec_all: 0.2229 (0.2268) loss_rec_sfr: 0.2736 (0.2979) loss_cl: -0.2784 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [05:37:56.726330] Epoch: [102] [ 280/2904] eta: 0:35:24 lr: 0.002361 loss: 0.1929 (0.2008) loss_rec_all: 0.2192 (0.2266) loss_rec_sfr: 0.2738 (0.2969) loss_cl: -0.2781 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [05:38:11.649254] Epoch: [102] [ 300/2904] eta: 0:34:57 lr: 0.002361 loss: 0.1922 (0.2006) loss_rec_all: 0.2178 (0.2264) loss_rec_sfr: 0.2717 (0.2960) loss_cl: -0.2783 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [05:38:26.573520] Epoch: [102] [ 320/2904] eta: 0:34:31 lr: 0.002361 loss: 0.1922 (0.2006) loss_rec_all: 0.2182 (0.2264) loss_rec_sfr: 0.2882 (0.2961) loss_cl: -0.2789 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [05:38:41.500386] Epoch: [102] [ 340/2904] eta: 0:34:07 lr: 0.002361 loss: 0.1904 (0.2002) loss_rec_all: 0.2162 (0.2260) loss_rec_sfr: 0.2824 (0.2952) loss_cl: -0.2788 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [05:38:56.444129] Epoch: [102] [ 360/2904] eta: 0:33:43 lr: 0.002361 loss: 0.1900 (0.1997) loss_rec_all: 0.2160 (0.2255) loss_rec_sfr: 0.2792 (0.2944) loss_cl: -0.2798 (-0.2788) time: 0.7471 data: 0.0002 max mem: 29860 [05:39:11.367114] Epoch: [102] [ 380/2904] eta: 0:33:21 lr: 0.002361 loss: 0.1874 (0.1996) loss_rec_all: 0.2139 (0.2255) loss_rec_sfr: 0.2457 (0.2939) loss_cl: -0.2796 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [05:39:26.293867] Epoch: [102] [ 400/2904] eta: 0:32:59 lr: 0.002361 loss: 0.1881 (0.1998) loss_rec_all: 0.2145 (0.2257) loss_rec_sfr: 0.2898 (0.2946) loss_cl: -0.2794 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [05:39:41.214848] Epoch: [102] [ 420/2904] eta: 0:32:38 lr: 0.002361 loss: 0.1885 (0.1996) loss_rec_all: 0.2144 (0.2254) loss_rec_sfr: 0.2740 (0.2938) loss_cl: -0.2783 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [05:39:56.137004] Epoch: [102] [ 440/2904] eta: 0:32:18 lr: 0.002361 loss: 0.1946 (0.1997) loss_rec_all: 0.2207 (0.2255) loss_rec_sfr: 0.2842 (0.2942) loss_cl: -0.2779 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [05:40:11.059392] Epoch: [102] [ 460/2904] eta: 0:31:58 lr: 0.002361 loss: 0.1878 (0.1998) loss_rec_all: 0.2140 (0.2256) loss_rec_sfr: 0.2844 (0.2947) loss_cl: -0.2785 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [05:40:25.984386] Epoch: [102] [ 480/2904] eta: 0:31:38 lr: 0.002361 loss: 0.1930 (0.2002) loss_rec_all: 0.2190 (0.2260) loss_rec_sfr: 0.2998 (0.2961) loss_cl: -0.2790 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [05:40:40.911261] Epoch: [102] [ 500/2904] eta: 0:31:19 lr: 0.002361 loss: 0.1899 (0.2002) loss_rec_all: 0.2163 (0.2260) loss_rec_sfr: 0.2753 (0.2961) loss_cl: -0.2801 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [05:40:55.833090] Epoch: [102] [ 520/2904] eta: 0:31:00 lr: 0.002361 loss: 0.1916 (0.2000) loss_rec_all: 0.2177 (0.2258) loss_rec_sfr: 0.2849 (0.2958) loss_cl: -0.2788 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [05:41:10.767565] Epoch: [102] [ 540/2904] eta: 0:30:41 lr: 0.002361 loss: 0.1886 (0.1998) loss_rec_all: 0.2145 (0.2256) loss_rec_sfr: 0.2772 (0.2953) loss_cl: -0.2787 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [05:41:25.696170] Epoch: [102] [ 560/2904] eta: 0:30:23 lr: 0.002361 loss: 0.1897 (0.1997) loss_rec_all: 0.2159 (0.2256) loss_rec_sfr: 0.2868 (0.2954) loss_cl: -0.2788 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [05:41:40.618969] Epoch: [102] [ 580/2904] eta: 0:30:05 lr: 0.002361 loss: 0.1915 (0.2000) loss_rec_all: 0.2176 (0.2258) loss_rec_sfr: 0.2959 (0.2964) loss_cl: -0.2784 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [05:41:55.532252] Epoch: [102] [ 600/2904] eta: 0:29:47 lr: 0.002361 loss: 0.1902 (0.2001) loss_rec_all: 0.2161 (0.2259) loss_rec_sfr: 0.2780 (0.2971) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [05:42:10.443958] Epoch: [102] [ 620/2904] eta: 0:29:29 lr: 0.002361 loss: 0.1919 (0.2004) loss_rec_all: 0.2176 (0.2262) loss_rec_sfr: 0.2993 (0.2983) loss_cl: -0.2795 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [05:42:25.362487] Epoch: [102] [ 640/2904] eta: 0:29:12 lr: 0.002361 loss: 0.1898 (0.2005) loss_rec_all: 0.2156 (0.2263) loss_rec_sfr: 0.2902 (0.2990) loss_cl: -0.2795 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [05:42:40.287394] Epoch: [102] [ 660/2904] eta: 0:28:54 lr: 0.002361 loss: 0.1888 (0.2002) loss_rec_all: 0.2151 (0.2260) loss_rec_sfr: 0.2718 (0.2980) loss_cl: -0.2784 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [05:42:55.211500] Epoch: [102] [ 680/2904] eta: 0:28:37 lr: 0.002361 loss: 0.1920 (0.2001) loss_rec_all: 0.2181 (0.2259) loss_rec_sfr: 0.2764 (0.2977) loss_cl: -0.2783 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [05:43:10.136722] Epoch: [102] [ 700/2904] eta: 0:28:20 lr: 0.002361 loss: 0.1960 (0.2005) loss_rec_all: 0.2219 (0.2263) loss_rec_sfr: 0.2969 (0.2990) loss_cl: -0.2795 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [05:43:25.053676] Epoch: [102] [ 720/2904] eta: 0:28:03 lr: 0.002360 loss: 0.1903 (0.2003) loss_rec_all: 0.2162 (0.2261) loss_rec_sfr: 0.2704 (0.2984) loss_cl: -0.2797 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [05:43:39.976447] Epoch: [102] [ 740/2904] eta: 0:27:46 lr: 0.002360 loss: 0.1930 (0.2002) loss_rec_all: 0.2189 (0.2260) loss_rec_sfr: 0.2752 (0.2977) loss_cl: -0.2788 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [05:43:54.891785] Epoch: [102] [ 760/2904] eta: 0:27:29 lr: 0.002360 loss: 0.1911 (0.2001) loss_rec_all: 0.2173 (0.2259) loss_rec_sfr: 0.2736 (0.2973) loss_cl: -0.2784 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [05:44:09.809889] Epoch: [102] [ 780/2904] eta: 0:27:13 lr: 0.002360 loss: 0.1906 (0.2003) loss_rec_all: 0.2165 (0.2261) loss_rec_sfr: 0.2807 (0.2978) loss_cl: -0.2782 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [05:44:24.732107] Epoch: [102] [ 800/2904] eta: 0:26:56 lr: 0.002360 loss: 0.1925 (0.2005) loss_rec_all: 0.2180 (0.2263) loss_rec_sfr: 0.2869 (0.2985) loss_cl: -0.2786 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [05:44:39.653524] Epoch: [102] [ 820/2904] eta: 0:26:40 lr: 0.002360 loss: 0.1929 (0.2006) loss_rec_all: 0.2187 (0.2264) loss_rec_sfr: 0.2941 (0.2990) loss_cl: -0.2796 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [05:44:54.578062] Epoch: [102] [ 840/2904] eta: 0:26:23 lr: 0.002360 loss: 0.1923 (0.2008) loss_rec_all: 0.2183 (0.2266) loss_rec_sfr: 0.2875 (0.2997) loss_cl: -0.2792 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [05:45:09.501568] Epoch: [102] [ 860/2904] eta: 0:26:07 lr: 0.002360 loss: 0.1892 (0.2008) loss_rec_all: 0.2150 (0.2266) loss_rec_sfr: 0.2450 (0.2996) loss_cl: -0.2777 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [05:45:24.421940] Epoch: [102] [ 880/2904] eta: 0:25:51 lr: 0.002360 loss: 0.1895 (0.2007) loss_rec_all: 0.2156 (0.2265) loss_rec_sfr: 0.2677 (0.2992) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [05:45:39.343175] Epoch: [102] [ 900/2904] eta: 0:25:34 lr: 0.002360 loss: 0.1967 (0.2008) loss_rec_all: 0.2227 (0.2265) loss_rec_sfr: 0.2718 (0.2991) loss_cl: -0.2794 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [05:45:54.259995] Epoch: [102] [ 920/2904] eta: 0:25:18 lr: 0.002360 loss: 0.1924 (0.2009) loss_rec_all: 0.2183 (0.2267) loss_rec_sfr: 0.2901 (0.2997) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [05:46:09.182551] Epoch: [102] [ 940/2904] eta: 0:25:02 lr: 0.002360 loss: 0.1881 (0.2008) loss_rec_all: 0.2145 (0.2266) loss_rec_sfr: 0.2803 (0.2994) loss_cl: -0.2781 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [05:46:24.102630] Epoch: [102] [ 960/2904] eta: 0:24:46 lr: 0.002360 loss: 0.1883 (0.2007) loss_rec_all: 0.2142 (0.2265) loss_rec_sfr: 0.2623 (0.2989) loss_cl: -0.2794 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [05:46:39.025856] Epoch: [102] [ 980/2904] eta: 0:24:30 lr: 0.002360 loss: 0.1882 (0.2007) loss_rec_all: 0.2141 (0.2265) loss_rec_sfr: 0.2902 (0.2992) loss_cl: -0.2801 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [05:46:53.939160] Epoch: [102] [1000/2904] eta: 0:24:14 lr: 0.002360 loss: 0.1892 (0.2006) loss_rec_all: 0.2149 (0.2264) loss_rec_sfr: 0.2396 (0.2987) loss_cl: -0.2798 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [05:47:08.857335] Epoch: [102] [1020/2904] eta: 0:23:58 lr: 0.002360 loss: 0.1868 (0.2005) loss_rec_all: 0.2129 (0.2263) loss_rec_sfr: 0.2501 (0.2983) loss_cl: -0.2783 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [05:47:23.777287] Epoch: [102] [1040/2904] eta: 0:23:42 lr: 0.002360 loss: 0.1881 (0.2004) loss_rec_all: 0.2144 (0.2262) loss_rec_sfr: 0.2810 (0.2982) loss_cl: -0.2771 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [05:47:38.693019] Epoch: [102] [1060/2904] eta: 0:23:26 lr: 0.002360 loss: 0.1922 (0.2004) loss_rec_all: 0.2188 (0.2262) loss_rec_sfr: 0.2743 (0.2981) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [05:47:53.609982] Epoch: [102] [1080/2904] eta: 0:23:10 lr: 0.002360 loss: 0.1977 (0.2006) loss_rec_all: 0.2237 (0.2264) loss_rec_sfr: 0.2866 (0.2987) loss_cl: -0.2801 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [05:48:08.532940] Epoch: [102] [1100/2904] eta: 0:22:55 lr: 0.002360 loss: 0.1898 (0.2004) loss_rec_all: 0.2157 (0.2262) loss_rec_sfr: 0.2462 (0.2979) loss_cl: -0.2800 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [05:48:23.457717] Epoch: [102] [1120/2904] eta: 0:22:39 lr: 0.002360 loss: 0.1957 (0.2005) loss_rec_all: 0.2216 (0.2263) loss_rec_sfr: 0.3029 (0.2984) loss_cl: -0.2787 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [05:48:38.379294] Epoch: [102] [1140/2904] eta: 0:22:23 lr: 0.002360 loss: 0.1881 (0.2005) loss_rec_all: 0.2144 (0.2262) loss_rec_sfr: 0.2727 (0.2983) loss_cl: -0.2784 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [05:48:53.293839] Epoch: [102] [1160/2904] eta: 0:22:07 lr: 0.002360 loss: 0.1895 (0.2002) loss_rec_all: 0.2154 (0.2260) loss_rec_sfr: 0.2702 (0.2977) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [05:49:08.223428] Epoch: [102] [1180/2904] eta: 0:21:52 lr: 0.002360 loss: 0.1935 (0.2002) loss_rec_all: 0.2191 (0.2260) loss_rec_sfr: 0.2838 (0.2975) loss_cl: -0.2791 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [05:49:23.148477] Epoch: [102] [1200/2904] eta: 0:21:36 lr: 0.002360 loss: 0.1888 (0.2002) loss_rec_all: 0.2149 (0.2260) loss_rec_sfr: 0.2706 (0.2974) loss_cl: -0.2784 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [05:49:38.068351] Epoch: [102] [1220/2904] eta: 0:21:20 lr: 0.002360 loss: 0.1888 (0.2002) loss_rec_all: 0.2147 (0.2260) loss_rec_sfr: 0.2767 (0.2972) loss_cl: -0.2781 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [05:49:52.989702] Epoch: [102] [1240/2904] eta: 0:21:05 lr: 0.002360 loss: 0.1927 (0.2001) loss_rec_all: 0.2191 (0.2259) loss_rec_sfr: 0.2429 (0.2970) loss_cl: -0.2800 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [05:50:07.912538] Epoch: [102] [1260/2904] eta: 0:20:49 lr: 0.002360 loss: 0.1922 (0.2000) loss_rec_all: 0.2180 (0.2258) loss_rec_sfr: 0.2707 (0.2966) loss_cl: -0.2798 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [05:50:22.834900] Epoch: [102] [1280/2904] eta: 0:20:34 lr: 0.002360 loss: 0.1908 (0.2000) loss_rec_all: 0.2169 (0.2259) loss_rec_sfr: 0.2714 (0.2966) loss_cl: -0.2801 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [05:50:37.758201] Epoch: [102] [1300/2904] eta: 0:20:18 lr: 0.002360 loss: 0.1933 (0.2000) loss_rec_all: 0.2191 (0.2258) loss_rec_sfr: 0.2860 (0.2966) loss_cl: -0.2783 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [05:50:52.682063] Epoch: [102] [1320/2904] eta: 0:20:03 lr: 0.002360 loss: 0.1888 (0.2000) loss_rec_all: 0.2150 (0.2258) loss_rec_sfr: 0.2638 (0.2964) loss_cl: -0.2785 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [05:51:07.602483] Epoch: [102] [1340/2904] eta: 0:19:47 lr: 0.002360 loss: 0.1901 (0.2000) loss_rec_all: 0.2164 (0.2258) loss_rec_sfr: 0.2732 (0.2964) loss_cl: -0.2783 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [05:51:22.519969] Epoch: [102] [1360/2904] eta: 0:19:32 lr: 0.002360 loss: 0.1906 (0.1999) loss_rec_all: 0.2163 (0.2257) loss_rec_sfr: 0.2653 (0.2961) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [05:51:37.438586] Epoch: [102] [1380/2904] eta: 0:19:16 lr: 0.002360 loss: 0.1936 (0.2000) loss_rec_all: 0.2198 (0.2258) loss_rec_sfr: 0.2834 (0.2963) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [05:51:52.355432] Epoch: [102] [1400/2904] eta: 0:19:01 lr: 0.002360 loss: 0.1910 (0.2000) loss_rec_all: 0.2169 (0.2258) loss_rec_sfr: 0.2549 (0.2961) loss_cl: -0.2803 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [05:52:07.278038] Epoch: [102] [1420/2904] eta: 0:18:45 lr: 0.002360 loss: 0.1901 (0.1999) loss_rec_all: 0.2159 (0.2258) loss_rec_sfr: 0.2571 (0.2960) loss_cl: -0.2799 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [05:52:22.201368] Epoch: [102] [1440/2904] eta: 0:18:30 lr: 0.002360 loss: 0.1912 (0.2001) loss_rec_all: 0.2171 (0.2259) loss_rec_sfr: 0.2875 (0.2964) loss_cl: -0.2789 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [05:52:37.119363] Epoch: [102] [1460/2904] eta: 0:18:14 lr: 0.002360 loss: 0.1911 (0.2000) loss_rec_all: 0.2173 (0.2258) loss_rec_sfr: 0.2719 (0.2961) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [05:52:52.034733] Epoch: [102] [1480/2904] eta: 0:17:59 lr: 0.002360 loss: 0.1934 (0.2001) loss_rec_all: 0.2190 (0.2259) loss_rec_sfr: 0.2673 (0.2962) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [05:53:06.954931] Epoch: [102] [1500/2904] eta: 0:17:44 lr: 0.002360 loss: 0.1894 (0.2001) loss_rec_all: 0.2158 (0.2259) loss_rec_sfr: 0.2524 (0.2961) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [05:53:21.873860] Epoch: [102] [1520/2904] eta: 0:17:28 lr: 0.002360 loss: 0.1890 (0.2000) loss_rec_all: 0.2152 (0.2258) loss_rec_sfr: 0.2542 (0.2957) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [05:53:36.801826] Epoch: [102] [1540/2904] eta: 0:17:13 lr: 0.002360 loss: 0.1872 (0.2000) loss_rec_all: 0.2134 (0.2258) loss_rec_sfr: 0.2777 (0.2956) loss_cl: -0.2792 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [05:53:51.717848] Epoch: [102] [1560/2904] eta: 0:16:58 lr: 0.002360 loss: 0.1902 (0.1999) loss_rec_all: 0.2165 (0.2257) loss_rec_sfr: 0.2598 (0.2954) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [05:54:06.637031] Epoch: [102] [1580/2904] eta: 0:16:42 lr: 0.002360 loss: 0.2032 (0.2001) loss_rec_all: 0.2292 (0.2259) loss_rec_sfr: 0.2904 (0.2960) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [05:54:21.558314] Epoch: [102] [1600/2904] eta: 0:16:27 lr: 0.002360 loss: 0.1947 (0.2001) loss_rec_all: 0.2203 (0.2259) loss_rec_sfr: 0.2755 (0.2960) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [05:54:36.479360] Epoch: [102] [1620/2904] eta: 0:16:12 lr: 0.002360 loss: 0.1899 (0.2001) loss_rec_all: 0.2161 (0.2259) loss_rec_sfr: 0.2704 (0.2958) loss_cl: -0.2780 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [05:54:51.400338] Epoch: [102] [1640/2904] eta: 0:15:56 lr: 0.002360 loss: 0.1910 (0.2002) loss_rec_all: 0.2166 (0.2260) loss_rec_sfr: 0.2940 (0.2961) loss_cl: -0.2781 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [05:55:06.321153] Epoch: [102] [1660/2904] eta: 0:15:41 lr: 0.002360 loss: 0.1921 (0.2002) loss_rec_all: 0.2181 (0.2260) loss_rec_sfr: 0.2756 (0.2960) loss_cl: -0.2794 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [05:55:21.242549] Epoch: [102] [1680/2904] eta: 0:15:26 lr: 0.002360 loss: 0.1941 (0.2002) loss_rec_all: 0.2199 (0.2260) loss_rec_sfr: 0.2989 (0.2961) loss_cl: -0.2801 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [05:55:36.161836] Epoch: [102] [1700/2904] eta: 0:15:10 lr: 0.002360 loss: 0.1922 (0.2002) loss_rec_all: 0.2184 (0.2260) loss_rec_sfr: 0.2725 (0.2959) loss_cl: -0.2795 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [05:55:51.078305] Epoch: [102] [1720/2904] eta: 0:14:55 lr: 0.002360 loss: 0.1903 (0.2003) loss_rec_all: 0.2161 (0.2261) loss_rec_sfr: 0.2960 (0.2965) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [05:56:05.997812] Epoch: [102] [1740/2904] eta: 0:14:40 lr: 0.002360 loss: 0.1903 (0.2004) loss_rec_all: 0.2161 (0.2262) loss_rec_sfr: 0.2766 (0.2966) loss_cl: -0.2783 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [05:56:20.915666] Epoch: [102] [1760/2904] eta: 0:14:25 lr: 0.002360 loss: 0.1969 (0.2004) loss_rec_all: 0.2228 (0.2262) loss_rec_sfr: 0.2812 (0.2965) loss_cl: -0.2782 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [05:56:35.832569] Epoch: [102] [1780/2904] eta: 0:14:09 lr: 0.002360 loss: 0.1929 (0.2004) loss_rec_all: 0.2189 (0.2262) loss_rec_sfr: 0.2902 (0.2966) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [05:56:50.750910] Epoch: [102] [1800/2904] eta: 0:13:54 lr: 0.002360 loss: 0.1910 (0.2005) loss_rec_all: 0.2175 (0.2263) loss_rec_sfr: 0.2808 (0.2969) loss_cl: -0.2794 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [05:57:05.673681] Epoch: [102] [1820/2904] eta: 0:13:39 lr: 0.002360 loss: 0.1883 (0.2005) loss_rec_all: 0.2145 (0.2263) loss_rec_sfr: 0.2787 (0.2969) loss_cl: -0.2792 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [05:57:20.593033] Epoch: [102] [1840/2904] eta: 0:13:24 lr: 0.002360 loss: 0.1923 (0.2004) loss_rec_all: 0.2185 (0.2262) loss_rec_sfr: 0.2489 (0.2967) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [05:57:35.518570] Epoch: [102] [1860/2904] eta: 0:13:08 lr: 0.002360 loss: 0.1936 (0.2005) loss_rec_all: 0.2194 (0.2263) loss_rec_sfr: 0.2803 (0.2968) loss_cl: -0.2788 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [05:57:50.440318] Epoch: [102] [1880/2904] eta: 0:12:53 lr: 0.002360 loss: 0.1944 (0.2005) loss_rec_all: 0.2202 (0.2263) loss_rec_sfr: 0.2898 (0.2969) loss_cl: -0.2796 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [05:58:05.360085] Epoch: [102] [1900/2904] eta: 0:12:38 lr: 0.002360 loss: 0.1901 (0.2005) loss_rec_all: 0.2160 (0.2263) loss_rec_sfr: 0.2489 (0.2970) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [05:58:20.283280] Epoch: [102] [1920/2904] eta: 0:12:23 lr: 0.002360 loss: 0.1892 (0.2006) loss_rec_all: 0.2153 (0.2264) loss_rec_sfr: 0.2723 (0.2970) loss_cl: -0.2780 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [05:58:35.206454] Epoch: [102] [1940/2904] eta: 0:12:08 lr: 0.002360 loss: 0.1874 (0.2005) loss_rec_all: 0.2138 (0.2263) loss_rec_sfr: 0.2734 (0.2968) loss_cl: -0.2788 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [05:58:50.122539] Epoch: [102] [1960/2904] eta: 0:11:52 lr: 0.002360 loss: 0.1923 (0.2006) loss_rec_all: 0.2185 (0.2264) loss_rec_sfr: 0.2776 (0.2970) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [05:59:05.045899] Epoch: [102] [1980/2904] eta: 0:11:37 lr: 0.002360 loss: 0.1889 (0.2005) loss_rec_all: 0.2146 (0.2263) loss_rec_sfr: 0.2907 (0.2971) loss_cl: -0.2794 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [05:59:19.966481] Epoch: [102] [2000/2904] eta: 0:11:22 lr: 0.002360 loss: 0.1884 (0.2005) loss_rec_all: 0.2145 (0.2263) loss_rec_sfr: 0.2497 (0.2971) loss_cl: -0.2776 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [05:59:34.889003] Epoch: [102] [2020/2904] eta: 0:11:07 lr: 0.002360 loss: 0.1897 (0.2005) loss_rec_all: 0.2153 (0.2263) loss_rec_sfr: 0.2778 (0.2971) loss_cl: -0.2780 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [05:59:49.811255] Epoch: [102] [2040/2904] eta: 0:10:52 lr: 0.002360 loss: 0.1871 (0.2005) loss_rec_all: 0.2132 (0.2263) loss_rec_sfr: 0.2941 (0.2971) loss_cl: -0.2791 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [06:00:04.724588] Epoch: [102] [2060/2904] eta: 0:10:36 lr: 0.002360 loss: 0.1906 (0.2005) loss_rec_all: 0.2165 (0.2263) loss_rec_sfr: 0.2784 (0.2971) loss_cl: -0.2795 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [06:00:19.643822] Epoch: [102] [2080/2904] eta: 0:10:21 lr: 0.002360 loss: 0.1868 (0.2005) loss_rec_all: 0.2126 (0.2263) loss_rec_sfr: 0.2804 (0.2969) loss_cl: -0.2784 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [06:00:34.559699] Epoch: [102] [2100/2904] eta: 0:10:06 lr: 0.002360 loss: 0.1890 (0.2005) loss_rec_all: 0.2148 (0.2263) loss_rec_sfr: 0.2929 (0.2971) loss_cl: -0.2783 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [06:00:49.479324] Epoch: [102] [2120/2904] eta: 0:09:51 lr: 0.002360 loss: 0.1931 (0.2005) loss_rec_all: 0.2188 (0.2263) loss_rec_sfr: 0.2673 (0.2970) loss_cl: -0.2782 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [06:01:04.398430] Epoch: [102] [2140/2904] eta: 0:09:36 lr: 0.002360 loss: 0.1897 (0.2004) loss_rec_all: 0.2158 (0.2262) loss_rec_sfr: 0.2724 (0.2968) loss_cl: -0.2795 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [06:01:19.324355] Epoch: [102] [2160/2904] eta: 0:09:21 lr: 0.002360 loss: 0.1915 (0.2004) loss_rec_all: 0.2174 (0.2262) loss_rec_sfr: 0.2740 (0.2968) loss_cl: -0.2799 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [06:01:34.248739] Epoch: [102] [2180/2904] eta: 0:09:06 lr: 0.002360 loss: 0.1907 (0.2004) loss_rec_all: 0.2167 (0.2262) loss_rec_sfr: 0.2772 (0.2967) loss_cl: -0.2790 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [06:01:49.166271] Epoch: [102] [2200/2904] eta: 0:08:50 lr: 0.002360 loss: 0.1946 (0.2004) loss_rec_all: 0.2204 (0.2262) loss_rec_sfr: 0.2842 (0.2967) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [06:02:04.086631] Epoch: [102] [2220/2904] eta: 0:08:35 lr: 0.002360 loss: 0.1932 (0.2005) loss_rec_all: 0.2192 (0.2263) loss_rec_sfr: 0.2968 (0.2971) loss_cl: -0.2794 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [06:02:19.009403] Epoch: [102] [2240/2904] eta: 0:08:20 lr: 0.002360 loss: 0.1864 (0.2004) loss_rec_all: 0.2127 (0.2262) loss_rec_sfr: 0.2539 (0.2970) loss_cl: -0.2796 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [06:02:33.928831] Epoch: [102] [2260/2904] eta: 0:08:05 lr: 0.002360 loss: 0.1942 (0.2004) loss_rec_all: 0.2204 (0.2262) loss_rec_sfr: 0.3026 (0.2971) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [06:02:48.850042] Epoch: [102] [2280/2904] eta: 0:07:50 lr: 0.002360 loss: 0.1874 (0.2004) loss_rec_all: 0.2134 (0.2262) loss_rec_sfr: 0.2881 (0.2971) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [06:03:03.761996] Epoch: [102] [2300/2904] eta: 0:07:35 lr: 0.002360 loss: 0.1964 (0.2006) loss_rec_all: 0.2223 (0.2264) loss_rec_sfr: 0.2946 (0.2976) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [06:03:18.679956] Epoch: [102] [2320/2904] eta: 0:07:20 lr: 0.002360 loss: 0.1902 (0.2005) loss_rec_all: 0.2162 (0.2263) loss_rec_sfr: 0.2847 (0.2976) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [06:03:33.599728] Epoch: [102] [2340/2904] eta: 0:07:05 lr: 0.002360 loss: 0.1954 (0.2005) loss_rec_all: 0.2215 (0.2263) loss_rec_sfr: 0.2670 (0.2975) loss_cl: -0.2782 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [06:03:48.529685] Epoch: [102] [2360/2904] eta: 0:06:49 lr: 0.002360 loss: 0.1926 (0.2005) loss_rec_all: 0.2189 (0.2263) loss_rec_sfr: 0.2793 (0.2974) loss_cl: -0.2790 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [06:04:03.456863] Epoch: [102] [2380/2904] eta: 0:06:34 lr: 0.002360 loss: 0.1887 (0.2005) loss_rec_all: 0.2149 (0.2263) loss_rec_sfr: 0.2810 (0.2974) loss_cl: -0.2789 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [06:04:18.384325] Epoch: [102] [2400/2904] eta: 0:06:19 lr: 0.002360 loss: 0.1897 (0.2006) loss_rec_all: 0.2154 (0.2264) loss_rec_sfr: 0.2925 (0.2977) loss_cl: -0.2784 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [06:04:33.306684] Epoch: [102] [2420/2904] eta: 0:06:04 lr: 0.002360 loss: 0.1905 (0.2005) loss_rec_all: 0.2163 (0.2263) loss_rec_sfr: 0.2828 (0.2976) loss_cl: -0.2783 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [06:04:48.222366] Epoch: [102] [2440/2904] eta: 0:05:49 lr: 0.002360 loss: 0.1907 (0.2005) loss_rec_all: 0.2166 (0.2263) loss_rec_sfr: 0.2739 (0.2977) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [06:05:03.140493] Epoch: [102] [2460/2904] eta: 0:05:34 lr: 0.002360 loss: 0.1924 (0.2006) loss_rec_all: 0.2181 (0.2264) loss_rec_sfr: 0.2803 (0.2979) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [06:05:18.059665] Epoch: [102] [2480/2904] eta: 0:05:19 lr: 0.002360 loss: 0.1915 (0.2007) loss_rec_all: 0.2173 (0.2264) loss_rec_sfr: 0.2958 (0.2981) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [06:05:32.983082] Epoch: [102] [2500/2904] eta: 0:05:04 lr: 0.002360 loss: 0.1897 (0.2007) loss_rec_all: 0.2156 (0.2264) loss_rec_sfr: 0.2766 (0.2981) loss_cl: -0.2786 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [06:05:47.903665] Epoch: [102] [2520/2904] eta: 0:04:49 lr: 0.002360 loss: 0.1955 (0.2007) loss_rec_all: 0.2210 (0.2265) loss_rec_sfr: 0.2774 (0.2982) loss_cl: -0.2783 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [06:06:02.826016] Epoch: [102] [2540/2904] eta: 0:04:34 lr: 0.002360 loss: 0.1915 (0.2007) loss_rec_all: 0.2174 (0.2265) loss_rec_sfr: 0.2929 (0.2981) loss_cl: -0.2781 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [06:06:17.741737] Epoch: [102] [2560/2904] eta: 0:04:19 lr: 0.002360 loss: 0.1930 (0.2006) loss_rec_all: 0.2193 (0.2264) loss_rec_sfr: 0.2796 (0.2980) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [06:06:32.661599] Epoch: [102] [2580/2904] eta: 0:04:03 lr: 0.002360 loss: 0.1895 (0.2007) loss_rec_all: 0.2159 (0.2265) loss_rec_sfr: 0.2865 (0.2982) loss_cl: -0.2796 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [06:06:47.582535] Epoch: [102] [2600/2904] eta: 0:03:48 lr: 0.002360 loss: 0.1946 (0.2007) loss_rec_all: 0.2202 (0.2265) loss_rec_sfr: 0.3042 (0.2984) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [06:07:02.502352] Epoch: [102] [2620/2904] eta: 0:03:33 lr: 0.002360 loss: 0.1963 (0.2007) loss_rec_all: 0.2223 (0.2265) loss_rec_sfr: 0.2690 (0.2982) loss_cl: -0.2784 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [06:07:17.417406] Epoch: [102] [2640/2904] eta: 0:03:18 lr: 0.002360 loss: 0.1902 (0.2007) loss_rec_all: 0.2166 (0.2265) loss_rec_sfr: 0.2775 (0.2982) loss_cl: -0.2783 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [06:07:32.335330] Epoch: [102] [2660/2904] eta: 0:03:03 lr: 0.002360 loss: 0.1900 (0.2007) loss_rec_all: 0.2157 (0.2265) loss_rec_sfr: 0.2872 (0.2982) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [06:07:47.253176] Epoch: [102] [2680/2904] eta: 0:02:48 lr: 0.002360 loss: 0.1857 (0.2007) loss_rec_all: 0.2118 (0.2264) loss_rec_sfr: 0.2403 (0.2980) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [06:08:02.175678] Epoch: [102] [2700/2904] eta: 0:02:33 lr: 0.002360 loss: 0.1941 (0.2007) loss_rec_all: 0.2202 (0.2265) loss_rec_sfr: 0.2731 (0.2980) loss_cl: -0.2788 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [06:08:17.097000] Epoch: [102] [2720/2904] eta: 0:02:18 lr: 0.002360 loss: 0.1920 (0.2007) loss_rec_all: 0.2177 (0.2265) loss_rec_sfr: 0.2839 (0.2981) loss_cl: -0.2782 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [06:08:32.024140] Epoch: [102] [2740/2904] eta: 0:02:03 lr: 0.002360 loss: 0.1924 (0.2007) loss_rec_all: 0.2186 (0.2265) loss_rec_sfr: 0.2475 (0.2980) loss_cl: -0.2783 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [06:08:46.942499] Epoch: [102] [2760/2904] eta: 0:01:48 lr: 0.002360 loss: 0.1942 (0.2007) loss_rec_all: 0.2203 (0.2265) loss_rec_sfr: 0.2709 (0.2979) loss_cl: -0.2803 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [06:09:01.856029] Epoch: [102] [2780/2904] eta: 0:01:33 lr: 0.002360 loss: 0.1896 (0.2007) loss_rec_all: 0.2159 (0.2265) loss_rec_sfr: 0.2501 (0.2979) loss_cl: -0.2801 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [06:09:16.772863] Epoch: [102] [2800/2904] eta: 0:01:18 lr: 0.002360 loss: 0.1925 (0.2007) loss_rec_all: 0.2183 (0.2265) loss_rec_sfr: 0.2735 (0.2979) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [06:09:31.692896] Epoch: [102] [2820/2904] eta: 0:01:03 lr: 0.002360 loss: 0.1910 (0.2007) loss_rec_all: 0.2171 (0.2265) loss_rec_sfr: 0.2883 (0.2979) loss_cl: -0.2779 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [06:09:46.647785] Epoch: [102] [2840/2904] eta: 0:00:48 lr: 0.002360 loss: 0.1885 (0.2007) loss_rec_all: 0.2150 (0.2265) loss_rec_sfr: 0.2773 (0.2979) loss_cl: -0.2789 (-0.2788) time: 0.7477 data: 0.0023 max mem: 29860 [06:10:01.554540] Epoch: [102] [2860/2904] eta: 0:00:33 lr: 0.002360 loss: 0.1926 (0.2007) loss_rec_all: 0.2189 (0.2265) loss_rec_sfr: 0.2718 (0.2978) loss_cl: -0.2799 (-0.2788) time: 0.7453 data: 0.0001 max mem: 29860 [06:10:16.458722] Epoch: [102] [2880/2904] eta: 0:00:18 lr: 0.002360 loss: 0.1893 (0.2007) loss_rec_all: 0.2150 (0.2265) loss_rec_sfr: 0.2752 (0.2978) loss_cl: -0.2788 (-0.2788) time: 0.7452 data: 0.0001 max mem: 29860 [06:10:31.363584] Epoch: [102] [2900/2904] eta: 0:00:03 lr: 0.002360 loss: 0.1906 (0.2007) loss_rec_all: 0.2171 (0.2265) loss_rec_sfr: 0.2783 (0.2977) loss_cl: -0.2795 (-0.2788) time: 0.7452 data: 0.0001 max mem: 29860 [06:10:33.605679] Epoch: [102] [2903/2904] eta: 0:00:00 lr: 0.002360 loss: 0.1900 (0.2007) loss_rec_all: 0.2163 (0.2264) loss_rec_sfr: 0.2845 (0.2977) loss_cl: -0.2795 (-0.2788) time: 0.7452 data: 0.0001 max mem: 29860 [06:10:35.665225] Epoch: [102] Total time: 0:36:26 (0.7529 s / it) [06:10:35.674441] Averaged stats: lr: 0.002360 loss: 0.1900 (0.2037) loss_rec_all: 0.2163 (0.2272) loss_rec_sfr: 0.2845 (0.3009) loss_cl: -0.2795 (-0.2555) [06:10:35.679147] log_dir: ./checkpoint/VF2_ViT-B [06:10:52.373307] Epoch: [103] [ 0/2904] eta: 13:27:57 lr: 0.002360 loss: 0.1890 (0.1890) loss_rec_all: 0.2149 (0.2149) loss_rec_sfr: 0.2961 (0.2961) loss_cl: -0.2800 (-0.2800) time: 16.6935 data: 15.9613 max mem: 29860 [06:11:09.269728] Epoch: [103] [ 20/2904] eta: 1:16:52 lr: 0.002360 loss: 0.1903 (0.2024) loss_rec_all: 0.2166 (0.2281) loss_rec_sfr: 0.2725 (0.2975) loss_cl: -0.2784 (-0.2778) time: 0.8448 data: 0.0002 max mem: 29860 [06:11:24.150644] Epoch: [103] [ 40/2904] eta: 0:56:25 lr: 0.002360 loss: 0.1906 (0.2023) loss_rec_all: 0.2168 (0.2280) loss_rec_sfr: 0.2837 (0.3022) loss_cl: -0.2788 (-0.2782) time: 0.7440 data: 0.0002 max mem: 29860 [06:11:39.032563] Epoch: [103] [ 60/2904] eta: 0:49:13 lr: 0.002360 loss: 0.1878 (0.2008) loss_rec_all: 0.2137 (0.2265) loss_rec_sfr: 0.2819 (0.3014) loss_cl: -0.2784 (-0.2782) time: 0.7441 data: 0.0002 max mem: 29860 [06:11:53.922831] Epoch: [103] [ 80/2904] eta: 0:45:27 lr: 0.002360 loss: 0.1928 (0.2018) loss_rec_all: 0.2186 (0.2275) loss_rec_sfr: 0.2717 (0.3035) loss_cl: -0.2791 (-0.2784) time: 0.7445 data: 0.0002 max mem: 29860 [06:12:08.843560] Epoch: [103] [ 100/2904] eta: 0:43:06 lr: 0.002359 loss: 0.1971 (0.2036) loss_rec_all: 0.2233 (0.2292) loss_rec_sfr: 0.2721 (0.3070) loss_cl: -0.2791 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [06:12:23.769278] Epoch: [103] [ 120/2904] eta: 0:41:26 lr: 0.002359 loss: 0.1860 (0.2027) loss_rec_all: 0.2121 (0.2284) loss_rec_sfr: 0.2662 (0.3041) loss_cl: -0.2790 (-0.2785) time: 0.7462 data: 0.0002 max mem: 29860 [06:12:38.693573] Epoch: [103] [ 140/2904] eta: 0:40:11 lr: 0.002359 loss: 0.1904 (0.2014) loss_rec_all: 0.2161 (0.2272) loss_rec_sfr: 0.2782 (0.3018) loss_cl: -0.2787 (-0.2785) time: 0.7462 data: 0.0002 max mem: 29860 [06:12:53.647500] Epoch: [103] [ 160/2904] eta: 0:39:11 lr: 0.002359 loss: 0.1914 (0.2010) loss_rec_all: 0.2173 (0.2268) loss_rec_sfr: 0.2834 (0.2999) loss_cl: -0.2792 (-0.2786) time: 0.7477 data: 0.0002 max mem: 29860 [06:13:08.583583] Epoch: [103] [ 180/2904] eta: 0:38:21 lr: 0.002359 loss: 0.1880 (0.1998) loss_rec_all: 0.2140 (0.2256) loss_rec_sfr: 0.2862 (0.2975) loss_cl: -0.2796 (-0.2787) time: 0.7468 data: 0.0002 max mem: 29860 [06:13:23.546487] Epoch: [103] [ 200/2904] eta: 0:37:38 lr: 0.002359 loss: 0.1933 (0.2002) loss_rec_all: 0.2191 (0.2260) loss_rec_sfr: 0.2950 (0.2995) loss_cl: -0.2783 (-0.2787) time: 0.7481 data: 0.0002 max mem: 29860 [06:13:38.473159] Epoch: [103] [ 220/2904] eta: 0:36:59 lr: 0.002359 loss: 0.1883 (0.2000) loss_rec_all: 0.2140 (0.2258) loss_rec_sfr: 0.2853 (0.2988) loss_cl: -0.2776 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [06:13:53.413281] Epoch: [103] [ 240/2904] eta: 0:36:25 lr: 0.002359 loss: 0.1910 (0.1997) loss_rec_all: 0.2168 (0.2255) loss_rec_sfr: 0.2867 (0.2984) loss_cl: -0.2781 (-0.2786) time: 0.7470 data: 0.0002 max mem: 29860 [06:14:08.336103] Epoch: [103] [ 260/2904] eta: 0:35:54 lr: 0.002359 loss: 0.1884 (0.1996) loss_rec_all: 0.2141 (0.2254) loss_rec_sfr: 0.2705 (0.2977) loss_cl: -0.2785 (-0.2785) time: 0.7461 data: 0.0002 max mem: 29860 [06:14:23.260947] Epoch: [103] [ 280/2904] eta: 0:35:25 lr: 0.002359 loss: 0.1885 (0.1997) loss_rec_all: 0.2144 (0.2255) loss_rec_sfr: 0.2752 (0.2972) loss_cl: -0.2794 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [06:14:38.182672] Epoch: [103] [ 300/2904] eta: 0:34:57 lr: 0.002359 loss: 0.1899 (0.1994) loss_rec_all: 0.2159 (0.2252) loss_rec_sfr: 0.2859 (0.2966) loss_cl: -0.2790 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [06:14:53.098997] Epoch: [103] [ 320/2904] eta: 0:34:32 lr: 0.002359 loss: 0.1913 (0.1999) loss_rec_all: 0.2175 (0.2257) loss_rec_sfr: 0.2896 (0.2979) loss_cl: -0.2800 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [06:15:08.019938] Epoch: [103] [ 340/2904] eta: 0:34:07 lr: 0.002359 loss: 0.1911 (0.1997) loss_rec_all: 0.2172 (0.2255) loss_rec_sfr: 0.2890 (0.2977) loss_cl: -0.2792 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [06:15:22.957691] Epoch: [103] [ 360/2904] eta: 0:33:44 lr: 0.002359 loss: 0.1937 (0.2000) loss_rec_all: 0.2196 (0.2257) loss_rec_sfr: 0.2744 (0.2979) loss_cl: -0.2780 (-0.2787) time: 0.7468 data: 0.0002 max mem: 29860 [06:15:37.883389] Epoch: [103] [ 380/2904] eta: 0:33:21 lr: 0.002359 loss: 0.1929 (0.2002) loss_rec_all: 0.2192 (0.2259) loss_rec_sfr: 0.2910 (0.2986) loss_cl: -0.2772 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [06:15:52.812882] Epoch: [103] [ 400/2904] eta: 0:33:00 lr: 0.002359 loss: 0.1923 (0.2002) loss_rec_all: 0.2181 (0.2259) loss_rec_sfr: 0.2837 (0.2982) loss_cl: -0.2797 (-0.2786) time: 0.7464 data: 0.0002 max mem: 29860 [06:16:07.737796] Epoch: [103] [ 420/2904] eta: 0:32:39 lr: 0.002359 loss: 0.1855 (0.2000) loss_rec_all: 0.2117 (0.2258) loss_rec_sfr: 0.2774 (0.2978) loss_cl: -0.2793 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [06:16:22.665492] Epoch: [103] [ 440/2904] eta: 0:32:18 lr: 0.002359 loss: 0.1939 (0.2006) loss_rec_all: 0.2198 (0.2264) loss_rec_sfr: 0.3032 (0.3003) loss_cl: -0.2788 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [06:16:37.587185] Epoch: [103] [ 460/2904] eta: 0:31:58 lr: 0.002359 loss: 0.1956 (0.2006) loss_rec_all: 0.2213 (0.2263) loss_rec_sfr: 0.2874 (0.3003) loss_cl: -0.2789 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [06:16:52.509785] Epoch: [103] [ 480/2904] eta: 0:31:38 lr: 0.002359 loss: 0.1893 (0.2002) loss_rec_all: 0.2158 (0.2260) loss_rec_sfr: 0.2934 (0.2997) loss_cl: -0.2804 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [06:17:07.433442] Epoch: [103] [ 500/2904] eta: 0:31:19 lr: 0.002359 loss: 0.1952 (0.2008) loss_rec_all: 0.2210 (0.2265) loss_rec_sfr: 0.2973 (0.3016) loss_cl: -0.2786 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [06:17:22.354223] Epoch: [103] [ 520/2904] eta: 0:31:00 lr: 0.002359 loss: 0.1912 (0.2009) loss_rec_all: 0.2169 (0.2266) loss_rec_sfr: 0.2763 (0.3017) loss_cl: -0.2780 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [06:17:37.271163] Epoch: [103] [ 540/2904] eta: 0:30:42 lr: 0.002359 loss: 0.1997 (0.2012) loss_rec_all: 0.2256 (0.2270) loss_rec_sfr: 0.2837 (0.3025) loss_cl: -0.2788 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [06:17:52.189598] Epoch: [103] [ 560/2904] eta: 0:30:23 lr: 0.002359 loss: 0.1899 (0.2009) loss_rec_all: 0.2157 (0.2267) loss_rec_sfr: 0.2883 (0.3018) loss_cl: -0.2784 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [06:18:07.107480] Epoch: [103] [ 580/2904] eta: 0:30:05 lr: 0.002359 loss: 0.1896 (0.2008) loss_rec_all: 0.2157 (0.2265) loss_rec_sfr: 0.2672 (0.3012) loss_cl: -0.2792 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [06:18:22.025650] Epoch: [103] [ 600/2904] eta: 0:29:47 lr: 0.002359 loss: 0.1903 (0.2009) loss_rec_all: 0.2162 (0.2267) loss_rec_sfr: 0.2810 (0.3017) loss_cl: -0.2788 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [06:18:36.939880] Epoch: [103] [ 620/2904] eta: 0:29:29 lr: 0.002359 loss: 0.1912 (0.2008) loss_rec_all: 0.2171 (0.2266) loss_rec_sfr: 0.2696 (0.3011) loss_cl: -0.2773 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [06:18:51.859153] Epoch: [103] [ 640/2904] eta: 0:29:12 lr: 0.002359 loss: 0.1943 (0.2010) loss_rec_all: 0.2201 (0.2268) loss_rec_sfr: 0.2864 (0.3017) loss_cl: -0.2780 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [06:19:06.774557] Epoch: [103] [ 660/2904] eta: 0:28:55 lr: 0.002359 loss: 0.1876 (0.2010) loss_rec_all: 0.2140 (0.2268) loss_rec_sfr: 0.2739 (0.3016) loss_cl: -0.2795 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [06:19:21.694973] Epoch: [103] [ 680/2904] eta: 0:28:37 lr: 0.002359 loss: 0.1915 (0.2012) loss_rec_all: 0.2175 (0.2270) loss_rec_sfr: 0.2887 (0.3022) loss_cl: -0.2800 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [06:19:36.610191] Epoch: [103] [ 700/2904] eta: 0:28:20 lr: 0.002359 loss: 0.1943 (0.2013) loss_rec_all: 0.2202 (0.2271) loss_rec_sfr: 0.2980 (0.3027) loss_cl: -0.2792 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [06:19:51.520537] Epoch: [103] [ 720/2904] eta: 0:28:03 lr: 0.002359 loss: 0.1909 (0.2013) loss_rec_all: 0.2164 (0.2271) loss_rec_sfr: 0.2964 (0.3034) loss_cl: -0.2783 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [06:20:06.439358] Epoch: [103] [ 740/2904] eta: 0:27:46 lr: 0.002359 loss: 0.1958 (0.2015) loss_rec_all: 0.2214 (0.2272) loss_rec_sfr: 0.2795 (0.3036) loss_cl: -0.2783 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [06:20:21.360763] Epoch: [103] [ 760/2904] eta: 0:27:29 lr: 0.002359 loss: 0.1881 (0.2013) loss_rec_all: 0.2141 (0.2270) loss_rec_sfr: 0.2669 (0.3026) loss_cl: -0.2792 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [06:20:36.287235] Epoch: [103] [ 780/2904] eta: 0:27:13 lr: 0.002359 loss: 0.1911 (0.2014) loss_rec_all: 0.2169 (0.2271) loss_rec_sfr: 0.2869 (0.3029) loss_cl: -0.2789 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [06:20:51.208126] Epoch: [103] [ 800/2904] eta: 0:26:56 lr: 0.002359 loss: 0.1914 (0.2015) loss_rec_all: 0.2176 (0.2273) loss_rec_sfr: 0.2892 (0.3035) loss_cl: -0.2786 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [06:21:06.127001] Epoch: [103] [ 820/2904] eta: 0:26:40 lr: 0.002359 loss: 0.1933 (0.2015) loss_rec_all: 0.2195 (0.2273) loss_rec_sfr: 0.2881 (0.3036) loss_cl: -0.2787 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [06:21:21.041783] Epoch: [103] [ 840/2904] eta: 0:26:23 lr: 0.002359 loss: 0.1888 (0.2014) loss_rec_all: 0.2144 (0.2271) loss_rec_sfr: 0.2617 (0.3030) loss_cl: -0.2784 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [06:21:35.959955] Epoch: [103] [ 860/2904] eta: 0:26:07 lr: 0.002359 loss: 0.1915 (0.2015) loss_rec_all: 0.2176 (0.2272) loss_rec_sfr: 0.2791 (0.3031) loss_cl: -0.2789 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [06:21:50.883747] Epoch: [103] [ 880/2904] eta: 0:25:51 lr: 0.002359 loss: 0.1904 (0.2014) loss_rec_all: 0.2161 (0.2271) loss_rec_sfr: 0.2752 (0.3029) loss_cl: -0.2790 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [06:22:05.802661] Epoch: [103] [ 900/2904] eta: 0:25:34 lr: 0.002359 loss: 0.1902 (0.2013) loss_rec_all: 0.2160 (0.2270) loss_rec_sfr: 0.2954 (0.3028) loss_cl: -0.2792 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [06:22:20.720623] Epoch: [103] [ 920/2904] eta: 0:25:18 lr: 0.002359 loss: 0.1982 (0.2015) loss_rec_all: 0.2239 (0.2273) loss_rec_sfr: 0.2862 (0.3034) loss_cl: -0.2787 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [06:22:35.638613] Epoch: [103] [ 940/2904] eta: 0:25:02 lr: 0.002359 loss: 0.1930 (0.2015) loss_rec_all: 0.2192 (0.2272) loss_rec_sfr: 0.2753 (0.3032) loss_cl: -0.2783 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [06:22:50.566716] Epoch: [103] [ 960/2904] eta: 0:24:46 lr: 0.002359 loss: 0.1917 (0.2014) loss_rec_all: 0.2178 (0.2272) loss_rec_sfr: 0.2704 (0.3027) loss_cl: -0.2789 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [06:23:05.487399] Epoch: [103] [ 980/2904] eta: 0:24:30 lr: 0.002359 loss: 0.1911 (0.2015) loss_rec_all: 0.2169 (0.2272) loss_rec_sfr: 0.2845 (0.3028) loss_cl: -0.2792 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [06:23:20.408625] Epoch: [103] [1000/2904] eta: 0:24:14 lr: 0.002359 loss: 0.1887 (0.2013) loss_rec_all: 0.2149 (0.2271) loss_rec_sfr: 0.2691 (0.3023) loss_cl: -0.2787 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [06:23:35.327398] Epoch: [103] [1020/2904] eta: 0:23:58 lr: 0.002359 loss: 0.1930 (0.2013) loss_rec_all: 0.2189 (0.2271) loss_rec_sfr: 0.2858 (0.3024) loss_cl: -0.2783 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [06:23:50.244840] Epoch: [103] [1040/2904] eta: 0:23:42 lr: 0.002359 loss: 0.1901 (0.2012) loss_rec_all: 0.2162 (0.2269) loss_rec_sfr: 0.2834 (0.3021) loss_cl: -0.2792 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [06:24:05.158828] Epoch: [103] [1060/2904] eta: 0:23:26 lr: 0.002359 loss: 0.1894 (0.2011) loss_rec_all: 0.2154 (0.2269) loss_rec_sfr: 0.2763 (0.3016) loss_cl: -0.2791 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [06:24:20.078757] Epoch: [103] [1080/2904] eta: 0:23:10 lr: 0.002359 loss: 0.1913 (0.2011) loss_rec_all: 0.2175 (0.2269) loss_rec_sfr: 0.2824 (0.3016) loss_cl: -0.2791 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [06:24:34.999890] Epoch: [103] [1100/2904] eta: 0:22:55 lr: 0.002359 loss: 0.1891 (0.2011) loss_rec_all: 0.2152 (0.2269) loss_rec_sfr: 0.2786 (0.3015) loss_cl: -0.2791 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [06:24:49.919398] Epoch: [103] [1120/2904] eta: 0:22:39 lr: 0.002359 loss: 0.1891 (0.2010) loss_rec_all: 0.2148 (0.2268) loss_rec_sfr: 0.2757 (0.3015) loss_cl: -0.2789 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [06:25:04.839627] Epoch: [103] [1140/2904] eta: 0:22:23 lr: 0.002359 loss: 0.1913 (0.2009) loss_rec_all: 0.2173 (0.2267) loss_rec_sfr: 0.2748 (0.3010) loss_cl: -0.2782 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [06:25:19.759981] Epoch: [103] [1160/2904] eta: 0:22:07 lr: 0.002359 loss: 0.1887 (0.2009) loss_rec_all: 0.2148 (0.2267) loss_rec_sfr: 0.2751 (0.3010) loss_cl: -0.2778 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [06:25:34.686319] Epoch: [103] [1180/2904] eta: 0:21:52 lr: 0.002359 loss: 0.1915 (0.2009) loss_rec_all: 0.2177 (0.2267) loss_rec_sfr: 0.2764 (0.3010) loss_cl: -0.2788 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [06:25:49.603386] Epoch: [103] [1200/2904] eta: 0:21:36 lr: 0.002359 loss: 0.1898 (0.2009) loss_rec_all: 0.2158 (0.2267) loss_rec_sfr: 0.2853 (0.3010) loss_cl: -0.2800 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [06:26:04.520473] Epoch: [103] [1220/2904] eta: 0:21:20 lr: 0.002359 loss: 0.1903 (0.2009) loss_rec_all: 0.2164 (0.2267) loss_rec_sfr: 0.2871 (0.3011) loss_cl: -0.2796 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [06:26:19.441982] Epoch: [103] [1240/2904] eta: 0:21:05 lr: 0.002359 loss: 0.1987 (0.2011) loss_rec_all: 0.2246 (0.2268) loss_rec_sfr: 0.2848 (0.3014) loss_cl: -0.2788 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [06:26:34.367322] Epoch: [103] [1260/2904] eta: 0:20:49 lr: 0.002359 loss: 0.1920 (0.2010) loss_rec_all: 0.2183 (0.2268) loss_rec_sfr: 0.2582 (0.3012) loss_cl: -0.2789 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [06:26:49.281891] Epoch: [103] [1280/2904] eta: 0:20:34 lr: 0.002359 loss: 0.1947 (0.2010) loss_rec_all: 0.2207 (0.2268) loss_rec_sfr: 0.2903 (0.3013) loss_cl: -0.2789 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [06:27:04.195215] Epoch: [103] [1300/2904] eta: 0:20:18 lr: 0.002359 loss: 0.1892 (0.2011) loss_rec_all: 0.2156 (0.2269) loss_rec_sfr: 0.3009 (0.3017) loss_cl: -0.2784 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [06:27:19.113668] Epoch: [103] [1320/2904] eta: 0:20:03 lr: 0.002359 loss: 0.1917 (0.2011) loss_rec_all: 0.2179 (0.2269) loss_rec_sfr: 0.2712 (0.3015) loss_cl: -0.2781 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [06:27:34.023999] Epoch: [103] [1340/2904] eta: 0:19:47 lr: 0.002359 loss: 0.1877 (0.2012) loss_rec_all: 0.2135 (0.2269) loss_rec_sfr: 0.2569 (0.3015) loss_cl: -0.2788 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [06:27:48.934825] Epoch: [103] [1360/2904] eta: 0:19:32 lr: 0.002359 loss: 0.1877 (0.2011) loss_rec_all: 0.2135 (0.2269) loss_rec_sfr: 0.2793 (0.3014) loss_cl: -0.2787 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [06:28:03.845760] Epoch: [103] [1380/2904] eta: 0:19:16 lr: 0.002359 loss: 0.1887 (0.2011) loss_rec_all: 0.2145 (0.2268) loss_rec_sfr: 0.2522 (0.3011) loss_cl: -0.2793 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [06:28:18.756677] Epoch: [103] [1400/2904] eta: 0:19:01 lr: 0.002359 loss: 0.1934 (0.2010) loss_rec_all: 0.2193 (0.2268) loss_rec_sfr: 0.2756 (0.3010) loss_cl: -0.2798 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [06:28:33.671796] Epoch: [103] [1420/2904] eta: 0:18:45 lr: 0.002359 loss: 0.1871 (0.2010) loss_rec_all: 0.2131 (0.2268) loss_rec_sfr: 0.2897 (0.3010) loss_cl: -0.2792 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [06:28:48.583781] Epoch: [103] [1440/2904] eta: 0:18:30 lr: 0.002359 loss: 0.1900 (0.2009) loss_rec_all: 0.2162 (0.2266) loss_rec_sfr: 0.2667 (0.3004) loss_cl: -0.2786 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [06:29:03.501153] Epoch: [103] [1460/2904] eta: 0:18:14 lr: 0.002359 loss: 0.1932 (0.2010) loss_rec_all: 0.2189 (0.2268) loss_rec_sfr: 0.2961 (0.3011) loss_cl: -0.2782 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [06:29:18.424600] Epoch: [103] [1480/2904] eta: 0:17:59 lr: 0.002359 loss: 0.1910 (0.2010) loss_rec_all: 0.2166 (0.2268) loss_rec_sfr: 0.2759 (0.3010) loss_cl: -0.2786 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [06:29:33.348123] Epoch: [103] [1500/2904] eta: 0:17:44 lr: 0.002359 loss: 0.1876 (0.2010) loss_rec_all: 0.2136 (0.2267) loss_rec_sfr: 0.2700 (0.3007) loss_cl: -0.2786 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [06:29:48.266377] Epoch: [103] [1520/2904] eta: 0:17:28 lr: 0.002359 loss: 0.1940 (0.2011) loss_rec_all: 0.2200 (0.2269) loss_rec_sfr: 0.2945 (0.3012) loss_cl: -0.2787 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [06:30:03.184457] Epoch: [103] [1540/2904] eta: 0:17:13 lr: 0.002359 loss: 0.1925 (0.2012) loss_rec_all: 0.2183 (0.2269) loss_rec_sfr: 0.2969 (0.3015) loss_cl: -0.2778 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [06:30:18.100455] Epoch: [103] [1560/2904] eta: 0:16:57 lr: 0.002359 loss: 0.1908 (0.2013) loss_rec_all: 0.2171 (0.2271) loss_rec_sfr: 0.2428 (0.3017) loss_cl: -0.2786 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [06:30:33.016347] Epoch: [103] [1580/2904] eta: 0:16:42 lr: 0.002359 loss: 0.1959 (0.2013) loss_rec_all: 0.2219 (0.2271) loss_rec_sfr: 0.2800 (0.3016) loss_cl: -0.2789 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [06:30:47.937175] Epoch: [103] [1600/2904] eta: 0:16:27 lr: 0.002359 loss: 0.1943 (0.2013) loss_rec_all: 0.2201 (0.2271) loss_rec_sfr: 0.2844 (0.3016) loss_cl: -0.2798 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [06:31:02.862741] Epoch: [103] [1620/2904] eta: 0:16:12 lr: 0.002359 loss: 0.1929 (0.2014) loss_rec_all: 0.2193 (0.2272) loss_rec_sfr: 0.2837 (0.3018) loss_cl: -0.2787 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [06:31:17.779684] Epoch: [103] [1640/2904] eta: 0:15:56 lr: 0.002359 loss: 0.1952 (0.2014) loss_rec_all: 0.2212 (0.2272) loss_rec_sfr: 0.2775 (0.3017) loss_cl: -0.2789 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [06:31:32.693440] Epoch: [103] [1660/2904] eta: 0:15:41 lr: 0.002359 loss: 0.1880 (0.2014) loss_rec_all: 0.2142 (0.2271) loss_rec_sfr: 0.2820 (0.3015) loss_cl: -0.2785 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [06:31:47.609759] Epoch: [103] [1680/2904] eta: 0:15:26 lr: 0.002359 loss: 0.1903 (0.2014) loss_rec_all: 0.2164 (0.2271) loss_rec_sfr: 0.2746 (0.3015) loss_cl: -0.2787 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [06:32:02.525078] Epoch: [103] [1700/2904] eta: 0:15:10 lr: 0.002359 loss: 0.1860 (0.2014) loss_rec_all: 0.2119 (0.2272) loss_rec_sfr: 0.2851 (0.3017) loss_cl: -0.2782 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [06:32:17.445460] Epoch: [103] [1720/2904] eta: 0:14:55 lr: 0.002359 loss: 0.1974 (0.2015) loss_rec_all: 0.2234 (0.2273) loss_rec_sfr: 0.2930 (0.3022) loss_cl: -0.2787 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [06:32:32.366459] Epoch: [103] [1740/2904] eta: 0:14:40 lr: 0.002359 loss: 0.1952 (0.2015) loss_rec_all: 0.2211 (0.2273) loss_rec_sfr: 0.2740 (0.3020) loss_cl: -0.2792 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [06:32:47.283894] Epoch: [103] [1760/2904] eta: 0:14:25 lr: 0.002359 loss: 0.1941 (0.2015) loss_rec_all: 0.2202 (0.2273) loss_rec_sfr: 0.2762 (0.3020) loss_cl: -0.2794 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [06:33:02.200515] Epoch: [103] [1780/2904] eta: 0:14:09 lr: 0.002359 loss: 0.1898 (0.2015) loss_rec_all: 0.2161 (0.2272) loss_rec_sfr: 0.2513 (0.3017) loss_cl: -0.2797 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [06:33:17.118790] Epoch: [103] [1800/2904] eta: 0:13:54 lr: 0.002359 loss: 0.1915 (0.2016) loss_rec_all: 0.2174 (0.2273) loss_rec_sfr: 0.2952 (0.3021) loss_cl: -0.2781 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [06:33:32.041244] Epoch: [103] [1820/2904] eta: 0:13:39 lr: 0.002359 loss: 0.1950 (0.2016) loss_rec_all: 0.2209 (0.2273) loss_rec_sfr: 0.2750 (0.3019) loss_cl: -0.2785 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [06:33:46.959957] Epoch: [103] [1840/2904] eta: 0:13:24 lr: 0.002359 loss: 0.1908 (0.2015) loss_rec_all: 0.2168 (0.2272) loss_rec_sfr: 0.2760 (0.3017) loss_cl: -0.2790 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [06:34:01.881535] Epoch: [103] [1860/2904] eta: 0:13:08 lr: 0.002359 loss: 0.1865 (0.2014) loss_rec_all: 0.2127 (0.2271) loss_rec_sfr: 0.2542 (0.3013) loss_cl: -0.2787 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [06:34:16.798543] Epoch: [103] [1880/2904] eta: 0:12:53 lr: 0.002359 loss: 0.1883 (0.2013) loss_rec_all: 0.2141 (0.2271) loss_rec_sfr: 0.2692 (0.3011) loss_cl: -0.2791 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [06:34:31.718054] Epoch: [103] [1900/2904] eta: 0:12:38 lr: 0.002359 loss: 0.1914 (0.2013) loss_rec_all: 0.2177 (0.2270) loss_rec_sfr: 0.2811 (0.3011) loss_cl: -0.2783 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [06:34:46.639495] Epoch: [103] [1920/2904] eta: 0:12:23 lr: 0.002359 loss: 0.1897 (0.2012) loss_rec_all: 0.2156 (0.2270) loss_rec_sfr: 0.2784 (0.3010) loss_cl: -0.2791 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [06:35:01.565583] Epoch: [103] [1940/2904] eta: 0:12:07 lr: 0.002359 loss: 0.1903 (0.2012) loss_rec_all: 0.2168 (0.2270) loss_rec_sfr: 0.2718 (0.3008) loss_cl: -0.2796 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [06:35:16.496533] Epoch: [103] [1960/2904] eta: 0:11:52 lr: 0.002359 loss: 0.1900 (0.2011) loss_rec_all: 0.2160 (0.2269) loss_rec_sfr: 0.2832 (0.3007) loss_cl: -0.2799 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [06:35:31.419278] Epoch: [103] [1980/2904] eta: 0:11:37 lr: 0.002359 loss: 0.1886 (0.2011) loss_rec_all: 0.2147 (0.2268) loss_rec_sfr: 0.2774 (0.3005) loss_cl: -0.2797 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [06:35:46.346736] Epoch: [103] [2000/2904] eta: 0:11:22 lr: 0.002359 loss: 0.1906 (0.2011) loss_rec_all: 0.2165 (0.2268) loss_rec_sfr: 0.2805 (0.3005) loss_cl: -0.2789 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [06:36:01.279330] Epoch: [103] [2020/2904] eta: 0:11:07 lr: 0.002359 loss: 0.1929 (0.2011) loss_rec_all: 0.2185 (0.2269) loss_rec_sfr: 0.2889 (0.3007) loss_cl: -0.2777 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [06:36:16.209400] Epoch: [103] [2040/2904] eta: 0:10:52 lr: 0.002359 loss: 0.1882 (0.2011) loss_rec_all: 0.2139 (0.2268) loss_rec_sfr: 0.2899 (0.3007) loss_cl: -0.2789 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [06:36:31.140527] Epoch: [103] [2060/2904] eta: 0:10:36 lr: 0.002359 loss: 0.1900 (0.2011) loss_rec_all: 0.2161 (0.2269) loss_rec_sfr: 0.2688 (0.3007) loss_cl: -0.2787 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [06:36:46.072641] Epoch: [103] [2080/2904] eta: 0:10:21 lr: 0.002359 loss: 0.1893 (0.2011) loss_rec_all: 0.2158 (0.2268) loss_rec_sfr: 0.2701 (0.3005) loss_cl: -0.2795 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [06:37:00.997909] Epoch: [103] [2100/2904] eta: 0:10:06 lr: 0.002359 loss: 0.1886 (0.2010) loss_rec_all: 0.2146 (0.2268) loss_rec_sfr: 0.2793 (0.3004) loss_cl: -0.2796 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [06:37:15.922472] Epoch: [103] [2120/2904] eta: 0:09:51 lr: 0.002359 loss: 0.1882 (0.2010) loss_rec_all: 0.2144 (0.2268) loss_rec_sfr: 0.2875 (0.3004) loss_cl: -0.2789 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [06:37:30.843718] Epoch: [103] [2140/2904] eta: 0:09:36 lr: 0.002359 loss: 0.1925 (0.2010) loss_rec_all: 0.2182 (0.2268) loss_rec_sfr: 0.2864 (0.3005) loss_cl: -0.2784 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [06:37:45.766457] Epoch: [103] [2160/2904] eta: 0:09:21 lr: 0.002359 loss: 0.1887 (0.2010) loss_rec_all: 0.2145 (0.2267) loss_rec_sfr: 0.2662 (0.3002) loss_cl: -0.2787 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [06:38:00.687919] Epoch: [103] [2180/2904] eta: 0:09:06 lr: 0.002359 loss: 0.1919 (0.2010) loss_rec_all: 0.2177 (0.2268) loss_rec_sfr: 0.2877 (0.3004) loss_cl: -0.2798 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [06:38:15.612999] Epoch: [103] [2200/2904] eta: 0:08:50 lr: 0.002359 loss: 0.1918 (0.2010) loss_rec_all: 0.2179 (0.2268) loss_rec_sfr: 0.2815 (0.3004) loss_cl: -0.2786 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [06:38:30.536495] Epoch: [103] [2220/2904] eta: 0:08:35 lr: 0.002359 loss: 0.1924 (0.2010) loss_rec_all: 0.2190 (0.2268) loss_rec_sfr: 0.2769 (0.3003) loss_cl: -0.2788 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [06:38:45.458874] Epoch: [103] [2240/2904] eta: 0:08:20 lr: 0.002359 loss: 0.1921 (0.2011) loss_rec_all: 0.2178 (0.2268) loss_rec_sfr: 0.2978 (0.3006) loss_cl: -0.2783 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [06:39:00.383261] Epoch: [103] [2260/2904] eta: 0:08:05 lr: 0.002359 loss: 0.1956 (0.2011) loss_rec_all: 0.2215 (0.2269) loss_rec_sfr: 0.2738 (0.3006) loss_cl: -0.2783 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [06:39:15.305653] Epoch: [103] [2280/2904] eta: 0:07:50 lr: 0.002359 loss: 0.1893 (0.2011) loss_rec_all: 0.2151 (0.2268) loss_rec_sfr: 0.2917 (0.3006) loss_cl: -0.2789 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [06:39:30.223091] Epoch: [103] [2300/2904] eta: 0:07:35 lr: 0.002359 loss: 0.1911 (0.2011) loss_rec_all: 0.2175 (0.2268) loss_rec_sfr: 0.2860 (0.3007) loss_cl: -0.2793 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [06:39:45.135774] Epoch: [103] [2320/2904] eta: 0:07:20 lr: 0.002359 loss: 0.1905 (0.2011) loss_rec_all: 0.2169 (0.2268) loss_rec_sfr: 0.2708 (0.3005) loss_cl: -0.2787 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [06:40:00.054978] Epoch: [103] [2340/2904] eta: 0:07:05 lr: 0.002359 loss: 0.1935 (0.2011) loss_rec_all: 0.2196 (0.2269) loss_rec_sfr: 0.2896 (0.3008) loss_cl: -0.2784 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [06:40:14.970292] Epoch: [103] [2360/2904] eta: 0:06:49 lr: 0.002358 loss: 0.1877 (0.2011) loss_rec_all: 0.2136 (0.2269) loss_rec_sfr: 0.2867 (0.3009) loss_cl: -0.2785 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [06:40:29.891447] Epoch: [103] [2380/2904] eta: 0:06:34 lr: 0.002358 loss: 0.1900 (0.2011) loss_rec_all: 0.2160 (0.2269) loss_rec_sfr: 0.2699 (0.3008) loss_cl: -0.2790 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [06:40:44.816044] Epoch: [103] [2400/2904] eta: 0:06:19 lr: 0.002358 loss: 0.2035 (0.2011) loss_rec_all: 0.2295 (0.2269) loss_rec_sfr: 0.2795 (0.3008) loss_cl: -0.2789 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [06:40:59.730286] Epoch: [103] [2420/2904] eta: 0:06:04 lr: 0.002358 loss: 0.1908 (0.2011) loss_rec_all: 0.2169 (0.2269) loss_rec_sfr: 0.2883 (0.3008) loss_cl: -0.2784 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [06:41:14.651453] Epoch: [103] [2440/2904] eta: 0:05:49 lr: 0.002358 loss: 0.1918 (0.2012) loss_rec_all: 0.2173 (0.2269) loss_rec_sfr: 0.2860 (0.3010) loss_cl: -0.2784 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [06:41:29.574936] Epoch: [103] [2460/2904] eta: 0:05:34 lr: 0.002358 loss: 0.1945 (0.2011) loss_rec_all: 0.2208 (0.2269) loss_rec_sfr: 0.2772 (0.3008) loss_cl: -0.2791 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [06:41:44.496228] Epoch: [103] [2480/2904] eta: 0:05:19 lr: 0.002358 loss: 0.1937 (0.2012) loss_rec_all: 0.2201 (0.2269) loss_rec_sfr: 0.2796 (0.3008) loss_cl: -0.2794 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [06:41:59.419316] Epoch: [103] [2500/2904] eta: 0:05:04 lr: 0.002358 loss: 0.1932 (0.2012) loss_rec_all: 0.2190 (0.2270) loss_rec_sfr: 0.2972 (0.3011) loss_cl: -0.2793 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [06:42:14.339938] Epoch: [103] [2520/2904] eta: 0:04:49 lr: 0.002358 loss: 0.1880 (0.2013) loss_rec_all: 0.2140 (0.2270) loss_rec_sfr: 0.2712 (0.3011) loss_cl: -0.2777 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [06:42:29.259240] Epoch: [103] [2540/2904] eta: 0:04:34 lr: 0.002358 loss: 0.1974 (0.2014) loss_rec_all: 0.2232 (0.2271) loss_rec_sfr: 0.2779 (0.3013) loss_cl: -0.2781 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [06:42:44.178231] Epoch: [103] [2560/2904] eta: 0:04:19 lr: 0.002358 loss: 0.1911 (0.2013) loss_rec_all: 0.2170 (0.2271) loss_rec_sfr: 0.2691 (0.3013) loss_cl: -0.2783 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [06:42:59.104863] Epoch: [103] [2580/2904] eta: 0:04:03 lr: 0.002358 loss: 0.1863 (0.2013) loss_rec_all: 0.2126 (0.2270) loss_rec_sfr: 0.2845 (0.3012) loss_cl: -0.2795 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [06:43:14.024191] Epoch: [103] [2600/2904] eta: 0:03:48 lr: 0.002358 loss: 0.1949 (0.2013) loss_rec_all: 0.2208 (0.2271) loss_rec_sfr: 0.2777 (0.3014) loss_cl: -0.2793 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [06:43:28.943355] Epoch: [103] [2620/2904] eta: 0:03:33 lr: 0.002358 loss: 0.1904 (0.2014) loss_rec_all: 0.2163 (0.2271) loss_rec_sfr: 0.2905 (0.3015) loss_cl: -0.2793 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [06:43:43.861284] Epoch: [103] [2640/2904] eta: 0:03:18 lr: 0.002358 loss: 0.1927 (0.2014) loss_rec_all: 0.2189 (0.2272) loss_rec_sfr: 0.2761 (0.3015) loss_cl: -0.2787 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [06:43:58.781371] Epoch: [103] [2660/2904] eta: 0:03:03 lr: 0.002358 loss: 0.1923 (0.2014) loss_rec_all: 0.2180 (0.2271) loss_rec_sfr: 0.2730 (0.3014) loss_cl: -0.2786 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [06:44:13.701180] Epoch: [103] [2680/2904] eta: 0:02:48 lr: 0.002358 loss: 0.1922 (0.2014) loss_rec_all: 0.2180 (0.2272) loss_rec_sfr: 0.2865 (0.3014) loss_cl: -0.2785 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [06:44:28.628462] Epoch: [103] [2700/2904] eta: 0:02:33 lr: 0.002358 loss: 0.1930 (0.2014) loss_rec_all: 0.2186 (0.2271) loss_rec_sfr: 0.2881 (0.3014) loss_cl: -0.2783 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [06:44:43.512080] Epoch: [103] [2720/2904] eta: 0:02:18 lr: 0.002358 loss: 0.2015 (0.2014) loss_rec_all: 0.2271 (0.2272) loss_rec_sfr: 0.2863 (0.3015) loss_cl: -0.2776 (-0.2787) time: 0.7441 data: 0.0002 max mem: 29860 [06:44:58.432991] Epoch: [103] [2740/2904] eta: 0:02:03 lr: 0.002358 loss: 0.1970 (0.2015) loss_rec_all: 0.2227 (0.2272) loss_rec_sfr: 0.2839 (0.3016) loss_cl: -0.2794 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [06:45:13.351326] Epoch: [103] [2760/2904] eta: 0:01:48 lr: 0.002358 loss: 0.2007 (0.2015) loss_rec_all: 0.2265 (0.2273) loss_rec_sfr: 0.2817 (0.3017) loss_cl: -0.2794 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [06:45:28.267931] Epoch: [103] [2780/2904] eta: 0:01:33 lr: 0.002358 loss: 0.1914 (0.2015) loss_rec_all: 0.2177 (0.2273) loss_rec_sfr: 0.2692 (0.3016) loss_cl: -0.2792 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [06:45:43.185110] Epoch: [103] [2800/2904] eta: 0:01:18 lr: 0.002358 loss: 0.1898 (0.2015) loss_rec_all: 0.2158 (0.2273) loss_rec_sfr: 0.2731 (0.3015) loss_cl: -0.2787 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [06:45:58.102186] Epoch: [103] [2820/2904] eta: 0:01:03 lr: 0.002358 loss: 0.1906 (0.2015) loss_rec_all: 0.2165 (0.2273) loss_rec_sfr: 0.2859 (0.3016) loss_cl: -0.2786 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [06:46:13.050846] Epoch: [103] [2840/2904] eta: 0:00:48 lr: 0.002358 loss: 0.1884 (0.2015) loss_rec_all: 0.2145 (0.2272) loss_rec_sfr: 0.2703 (0.3014) loss_cl: -0.2783 (-0.2787) time: 0.7474 data: 0.0023 max mem: 29860 [06:46:27.957670] Epoch: [103] [2860/2904] eta: 0:00:33 lr: 0.002358 loss: 0.1953 (0.2015) loss_rec_all: 0.2216 (0.2273) loss_rec_sfr: 0.2856 (0.3016) loss_cl: -0.2789 (-0.2787) time: 0.7453 data: 0.0001 max mem: 29860 [06:46:42.861601] Epoch: [103] [2880/2904] eta: 0:00:18 lr: 0.002358 loss: 0.1926 (0.2016) loss_rec_all: 0.2182 (0.2273) loss_rec_sfr: 0.2748 (0.3016) loss_cl: -0.2794 (-0.2787) time: 0.7452 data: 0.0001 max mem: 29860 [06:46:57.765538] Epoch: [103] [2900/2904] eta: 0:00:03 lr: 0.002358 loss: 0.1884 (0.2016) loss_rec_all: 0.2149 (0.2273) loss_rec_sfr: 0.2664 (0.3015) loss_cl: -0.2799 (-0.2787) time: 0.7452 data: 0.0001 max mem: 29860 [06:47:00.007614] Epoch: [103] [2903/2904] eta: 0:00:00 lr: 0.002358 loss: 0.1894 (0.2015) loss_rec_all: 0.2153 (0.2273) loss_rec_sfr: 0.2687 (0.3015) loss_cl: -0.2799 (-0.2787) time: 0.7451 data: 0.0001 max mem: 29860 [06:47:02.084808] Epoch: [103] Total time: 0:36:26 (0.7529 s / it) [06:47:02.094752] Averaged stats: lr: 0.002358 loss: 0.1894 (0.2040) loss_rec_all: 0.2153 (0.2275) loss_rec_sfr: 0.2687 (0.3015) loss_cl: -0.2799 (-0.2555) [06:47:02.099391] log_dir: ./checkpoint/VF2_ViT-B [06:47:20.415170] Epoch: [104] [ 0/2904] eta: 14:46:25 lr: 0.002358 loss: 0.1900 (0.1900) loss_rec_all: 0.2158 (0.2158) loss_rec_sfr: 0.2998 (0.2998) loss_cl: -0.2783 (-0.2783) time: 18.3145 data: 13.0800 max mem: 29860 [06:47:36.392504] Epoch: [104] [ 20/2904] eta: 1:18:29 lr: 0.002358 loss: 0.1910 (0.1988) loss_rec_all: 0.2168 (0.2247) loss_rec_sfr: 0.2704 (0.2887) loss_cl: -0.2786 (-0.2786) time: 0.7988 data: 0.0503 max mem: 29860 [06:47:51.269548] Epoch: [104] [ 40/2904] eta: 0:57:14 lr: 0.002358 loss: 0.1887 (0.1980) loss_rec_all: 0.2145 (0.2238) loss_rec_sfr: 0.2836 (0.2940) loss_cl: -0.2778 (-0.2783) time: 0.7438 data: 0.0003 max mem: 29860 [06:48:06.158275] Epoch: [104] [ 60/2904] eta: 0:49:46 lr: 0.002358 loss: 0.1898 (0.1986) loss_rec_all: 0.2157 (0.2243) loss_rec_sfr: 0.2871 (0.2983) loss_cl: -0.2787 (-0.2784) time: 0.7444 data: 0.0002 max mem: 29860 [06:48:21.045164] Epoch: [104] [ 80/2904] eta: 0:45:52 lr: 0.002358 loss: 0.1891 (0.1978) loss_rec_all: 0.2150 (0.2236) loss_rec_sfr: 0.2718 (0.2943) loss_cl: -0.2792 (-0.2787) time: 0.7443 data: 0.0002 max mem: 29860 [06:48:35.974258] Epoch: [104] [ 100/2904] eta: 0:43:26 lr: 0.002358 loss: 0.1876 (0.1979) loss_rec_all: 0.2140 (0.2237) loss_rec_sfr: 0.2701 (0.2937) loss_cl: -0.2786 (-0.2786) time: 0.7464 data: 0.0002 max mem: 29860 [06:48:50.894054] Epoch: [104] [ 120/2904] eta: 0:41:43 lr: 0.002358 loss: 0.1867 (0.1981) loss_rec_all: 0.2130 (0.2239) loss_rec_sfr: 0.2807 (0.2944) loss_cl: -0.2782 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [06:49:05.825414] Epoch: [104] [ 140/2904] eta: 0:40:25 lr: 0.002358 loss: 0.1909 (0.1980) loss_rec_all: 0.2167 (0.2238) loss_rec_sfr: 0.2731 (0.2929) loss_cl: -0.2785 (-0.2786) time: 0.7465 data: 0.0002 max mem: 29860 [06:49:20.757711] Epoch: [104] [ 160/2904] eta: 0:39:23 lr: 0.002358 loss: 0.1895 (0.1998) loss_rec_all: 0.2153 (0.2255) loss_rec_sfr: 0.2985 (0.2985) loss_cl: -0.2791 (-0.2786) time: 0.7466 data: 0.0002 max mem: 29860 [06:49:35.707596] Epoch: [104] [ 180/2904] eta: 0:38:31 lr: 0.002358 loss: 0.1947 (0.2002) loss_rec_all: 0.2205 (0.2260) loss_rec_sfr: 0.2707 (0.2986) loss_cl: -0.2792 (-0.2787) time: 0.7475 data: 0.0002 max mem: 29860 [06:49:50.629765] Epoch: [104] [ 200/2904] eta: 0:37:47 lr: 0.002358 loss: 0.1903 (0.1996) loss_rec_all: 0.2160 (0.2254) loss_rec_sfr: 0.2709 (0.2961) loss_cl: -0.2789 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [06:50:05.568545] Epoch: [104] [ 220/2904] eta: 0:37:08 lr: 0.002358 loss: 0.1927 (0.2012) loss_rec_all: 0.2186 (0.2269) loss_rec_sfr: 0.2960 (0.3013) loss_cl: -0.2782 (-0.2787) time: 0.7469 data: 0.0002 max mem: 29860 [06:50:20.497630] Epoch: [104] [ 240/2904] eta: 0:36:32 lr: 0.002358 loss: 0.1927 (0.2012) loss_rec_all: 0.2184 (0.2270) loss_rec_sfr: 0.2835 (0.3011) loss_cl: -0.2784 (-0.2786) time: 0.7464 data: 0.0002 max mem: 29860 [06:50:35.423358] Epoch: [104] [ 260/2904] eta: 0:36:00 lr: 0.002358 loss: 0.1859 (0.2008) loss_rec_all: 0.2120 (0.2266) loss_rec_sfr: 0.2699 (0.3003) loss_cl: -0.2793 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [06:50:50.341279] Epoch: [104] [ 280/2904] eta: 0:35:31 lr: 0.002358 loss: 0.1901 (0.2003) loss_rec_all: 0.2163 (0.2261) loss_rec_sfr: 0.2703 (0.2984) loss_cl: -0.2789 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [06:51:05.253841] Epoch: [104] [ 300/2904] eta: 0:35:03 lr: 0.002358 loss: 0.1904 (0.2006) loss_rec_all: 0.2161 (0.2263) loss_rec_sfr: 0.2800 (0.2988) loss_cl: -0.2780 (-0.2786) time: 0.7456 data: 0.0002 max mem: 29860 [06:51:20.175434] Epoch: [104] [ 320/2904] eta: 0:34:37 lr: 0.002358 loss: 0.1932 (0.2011) loss_rec_all: 0.2194 (0.2269) loss_rec_sfr: 0.2774 (0.3003) loss_cl: -0.2789 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [06:51:35.106283] Epoch: [104] [ 340/2904] eta: 0:34:12 lr: 0.002358 loss: 0.1927 (0.2009) loss_rec_all: 0.2188 (0.2267) loss_rec_sfr: 0.2703 (0.2995) loss_cl: -0.2795 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [06:51:50.050770] Epoch: [104] [ 360/2904] eta: 0:33:49 lr: 0.002358 loss: 0.1882 (0.2007) loss_rec_all: 0.2146 (0.2265) loss_rec_sfr: 0.2889 (0.2991) loss_cl: -0.2797 (-0.2787) time: 0.7472 data: 0.0002 max mem: 29860 [06:52:04.974285] Epoch: [104] [ 380/2904] eta: 0:33:26 lr: 0.002358 loss: 0.1890 (0.2004) loss_rec_all: 0.2148 (0.2262) loss_rec_sfr: 0.2688 (0.2982) loss_cl: -0.2781 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [06:52:20.041208] Epoch: [104] [ 400/2904] eta: 0:33:05 lr: 0.002358 loss: 0.1933 (0.2005) loss_rec_all: 0.2190 (0.2262) loss_rec_sfr: 0.2673 (0.2979) loss_cl: -0.2782 (-0.2787) time: 0.7533 data: 0.0002 max mem: 29860 [06:52:34.963471] Epoch: [104] [ 420/2904] eta: 0:32:43 lr: 0.002358 loss: 0.1921 (0.2005) loss_rec_all: 0.2177 (0.2263) loss_rec_sfr: 0.2935 (0.2984) loss_cl: -0.2785 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [06:52:49.882405] Epoch: [104] [ 440/2904] eta: 0:32:23 lr: 0.002358 loss: 0.1882 (0.2008) loss_rec_all: 0.2146 (0.2266) loss_rec_sfr: 0.2560 (0.2992) loss_cl: -0.2794 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [06:53:04.806259] Epoch: [104] [ 460/2904] eta: 0:32:02 lr: 0.002358 loss: 0.1909 (0.2005) loss_rec_all: 0.2167 (0.2262) loss_rec_sfr: 0.2803 (0.2982) loss_cl: -0.2790 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [06:53:19.729143] Epoch: [104] [ 480/2904] eta: 0:31:42 lr: 0.002358 loss: 0.1976 (0.2010) loss_rec_all: 0.2231 (0.2268) loss_rec_sfr: 0.3016 (0.3001) loss_cl: -0.2779 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [06:53:34.651069] Epoch: [104] [ 500/2904] eta: 0:31:23 lr: 0.002358 loss: 0.1911 (0.2011) loss_rec_all: 0.2170 (0.2268) loss_rec_sfr: 0.2935 (0.3008) loss_cl: -0.2786 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [06:53:49.573693] Epoch: [104] [ 520/2904] eta: 0:31:04 lr: 0.002358 loss: 0.2014 (0.2014) loss_rec_all: 0.2275 (0.2272) loss_rec_sfr: 0.2839 (0.3016) loss_cl: -0.2793 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [06:54:04.488094] Epoch: [104] [ 540/2904] eta: 0:30:45 lr: 0.002358 loss: 0.1902 (0.2018) loss_rec_all: 0.2160 (0.2275) loss_rec_sfr: 0.2859 (0.3023) loss_cl: -0.2791 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [06:54:19.408663] Epoch: [104] [ 560/2904] eta: 0:30:27 lr: 0.002358 loss: 0.1935 (0.2018) loss_rec_all: 0.2191 (0.2276) loss_rec_sfr: 0.2757 (0.3023) loss_cl: -0.2776 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [06:54:34.329943] Epoch: [104] [ 580/2904] eta: 0:30:08 lr: 0.002358 loss: 0.1874 (0.2019) loss_rec_all: 0.2137 (0.2276) loss_rec_sfr: 0.2468 (0.3023) loss_cl: -0.2784 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [06:54:49.251282] Epoch: [104] [ 600/2904] eta: 0:29:50 lr: 0.002358 loss: 0.1906 (0.2019) loss_rec_all: 0.2166 (0.2276) loss_rec_sfr: 0.2630 (0.3021) loss_cl: -0.2786 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [06:55:04.170551] Epoch: [104] [ 620/2904] eta: 0:29:32 lr: 0.002358 loss: 0.1945 (0.2017) loss_rec_all: 0.2205 (0.2275) loss_rec_sfr: 0.2821 (0.3015) loss_cl: -0.2784 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [06:55:19.083991] Epoch: [104] [ 640/2904] eta: 0:29:15 lr: 0.002358 loss: 0.1866 (0.2016) loss_rec_all: 0.2129 (0.2274) loss_rec_sfr: 0.2446 (0.3008) loss_cl: -0.2793 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [06:55:34.002658] Epoch: [104] [ 660/2904] eta: 0:28:57 lr: 0.002358 loss: 0.1914 (0.2016) loss_rec_all: 0.2172 (0.2274) loss_rec_sfr: 0.2853 (0.3009) loss_cl: -0.2797 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [06:55:48.921764] Epoch: [104] [ 680/2904] eta: 0:28:40 lr: 0.002358 loss: 0.1961 (0.2017) loss_rec_all: 0.2217 (0.2274) loss_rec_sfr: 0.2917 (0.3012) loss_cl: -0.2791 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [06:56:03.841015] Epoch: [104] [ 700/2904] eta: 0:28:23 lr: 0.002358 loss: 0.1915 (0.2019) loss_rec_all: 0.2175 (0.2276) loss_rec_sfr: 0.2876 (0.3021) loss_cl: -0.2785 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [06:56:18.756869] Epoch: [104] [ 720/2904] eta: 0:28:06 lr: 0.002358 loss: 0.1934 (0.2020) loss_rec_all: 0.2192 (0.2278) loss_rec_sfr: 0.2948 (0.3027) loss_cl: -0.2782 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [06:56:33.668861] Epoch: [104] [ 740/2904] eta: 0:27:49 lr: 0.002358 loss: 0.1962 (0.2022) loss_rec_all: 0.2221 (0.2280) loss_rec_sfr: 0.2843 (0.3032) loss_cl: -0.2786 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [06:56:48.584827] Epoch: [104] [ 760/2904] eta: 0:27:32 lr: 0.002358 loss: 0.1922 (0.2021) loss_rec_all: 0.2184 (0.2279) loss_rec_sfr: 0.2719 (0.3028) loss_cl: -0.2788 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [06:57:03.504481] Epoch: [104] [ 780/2904] eta: 0:27:15 lr: 0.002358 loss: 0.1919 (0.2019) loss_rec_all: 0.2182 (0.2277) loss_rec_sfr: 0.2698 (0.3017) loss_cl: -0.2796 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [06:57:18.426313] Epoch: [104] [ 800/2904] eta: 0:26:58 lr: 0.002358 loss: 0.1927 (0.2021) loss_rec_all: 0.2185 (0.2279) loss_rec_sfr: 0.2815 (0.3023) loss_cl: -0.2785 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [06:57:33.343813] Epoch: [104] [ 820/2904] eta: 0:26:42 lr: 0.002358 loss: 0.1896 (0.2022) loss_rec_all: 0.2153 (0.2280) loss_rec_sfr: 0.2898 (0.3027) loss_cl: -0.2788 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [06:57:48.257240] Epoch: [104] [ 840/2904] eta: 0:26:25 lr: 0.002358 loss: 0.1928 (0.2021) loss_rec_all: 0.2189 (0.2279) loss_rec_sfr: 0.2846 (0.3027) loss_cl: -0.2784 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [06:58:03.175502] Epoch: [104] [ 860/2904] eta: 0:26:09 lr: 0.002358 loss: 0.1923 (0.2020) loss_rec_all: 0.2182 (0.2278) loss_rec_sfr: 0.2822 (0.3025) loss_cl: -0.2788 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [06:58:18.090505] Epoch: [104] [ 880/2904] eta: 0:25:52 lr: 0.002358 loss: 0.1974 (0.2020) loss_rec_all: 0.2235 (0.2278) loss_rec_sfr: 0.2761 (0.3024) loss_cl: -0.2794 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [06:58:33.009159] Epoch: [104] [ 900/2904] eta: 0:25:36 lr: 0.002358 loss: 0.1905 (0.2020) loss_rec_all: 0.2167 (0.2278) loss_rec_sfr: 0.2746 (0.3024) loss_cl: -0.2788 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [06:58:47.932176] Epoch: [104] [ 920/2904] eta: 0:25:20 lr: 0.002358 loss: 0.1982 (0.2022) loss_rec_all: 0.2240 (0.2280) loss_rec_sfr: 0.2804 (0.3031) loss_cl: -0.2793 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [06:59:02.855514] Epoch: [104] [ 940/2904] eta: 0:25:04 lr: 0.002358 loss: 0.1916 (0.2022) loss_rec_all: 0.2178 (0.2279) loss_rec_sfr: 0.2914 (0.3031) loss_cl: -0.2779 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [06:59:17.772228] Epoch: [104] [ 960/2904] eta: 0:24:48 lr: 0.002358 loss: 0.1942 (0.2023) loss_rec_all: 0.2202 (0.2281) loss_rec_sfr: 0.2731 (0.3034) loss_cl: -0.2787 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [06:59:32.690072] Epoch: [104] [ 980/2904] eta: 0:24:32 lr: 0.002358 loss: 0.1913 (0.2022) loss_rec_all: 0.2171 (0.2279) loss_rec_sfr: 0.2796 (0.3031) loss_cl: -0.2783 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [06:59:47.603081] Epoch: [104] [1000/2904] eta: 0:24:15 lr: 0.002358 loss: 0.1908 (0.2023) loss_rec_all: 0.2165 (0.2280) loss_rec_sfr: 0.2872 (0.3035) loss_cl: -0.2780 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [07:00:02.526503] Epoch: [104] [1020/2904] eta: 0:24:00 lr: 0.002358 loss: 0.1868 (0.2021) loss_rec_all: 0.2129 (0.2278) loss_rec_sfr: 0.2612 (0.3027) loss_cl: -0.2768 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [07:00:17.450334] Epoch: [104] [1040/2904] eta: 0:23:44 lr: 0.002358 loss: 0.1897 (0.2019) loss_rec_all: 0.2160 (0.2277) loss_rec_sfr: 0.2783 (0.3023) loss_cl: -0.2784 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [07:00:32.367486] Epoch: [104] [1060/2904] eta: 0:23:28 lr: 0.002358 loss: 0.1906 (0.2019) loss_rec_all: 0.2168 (0.2276) loss_rec_sfr: 0.2807 (0.3024) loss_cl: -0.2793 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [07:00:47.284460] Epoch: [104] [1080/2904] eta: 0:23:12 lr: 0.002358 loss: 0.1922 (0.2020) loss_rec_all: 0.2180 (0.2277) loss_rec_sfr: 0.2770 (0.3026) loss_cl: -0.2797 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [07:01:02.202431] Epoch: [104] [1100/2904] eta: 0:22:56 lr: 0.002358 loss: 0.1894 (0.2020) loss_rec_all: 0.2152 (0.2277) loss_rec_sfr: 0.2776 (0.3024) loss_cl: -0.2786 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [07:01:17.120279] Epoch: [104] [1120/2904] eta: 0:22:40 lr: 0.002358 loss: 0.1912 (0.2019) loss_rec_all: 0.2169 (0.2276) loss_rec_sfr: 0.2733 (0.3021) loss_cl: -0.2783 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [07:01:32.044298] Epoch: [104] [1140/2904] eta: 0:22:24 lr: 0.002358 loss: 0.1898 (0.2019) loss_rec_all: 0.2157 (0.2276) loss_rec_sfr: 0.2771 (0.3021) loss_cl: -0.2789 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [07:01:46.958953] Epoch: [104] [1160/2904] eta: 0:22:09 lr: 0.002358 loss: 0.1913 (0.2018) loss_rec_all: 0.2170 (0.2276) loss_rec_sfr: 0.2826 (0.3019) loss_cl: -0.2791 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [07:02:01.874329] Epoch: [104] [1180/2904] eta: 0:21:53 lr: 0.002358 loss: 0.1974 (0.2019) loss_rec_all: 0.2231 (0.2277) loss_rec_sfr: 0.2783 (0.3021) loss_cl: -0.2790 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [07:02:16.791495] Epoch: [104] [1200/2904] eta: 0:21:37 lr: 0.002358 loss: 0.1931 (0.2020) loss_rec_all: 0.2194 (0.2277) loss_rec_sfr: 0.2735 (0.3022) loss_cl: -0.2792 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [07:02:31.711922] Epoch: [104] [1220/2904] eta: 0:21:22 lr: 0.002358 loss: 0.1912 (0.2019) loss_rec_all: 0.2173 (0.2276) loss_rec_sfr: 0.2701 (0.3019) loss_cl: -0.2784 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [07:02:46.626229] Epoch: [104] [1240/2904] eta: 0:21:06 lr: 0.002358 loss: 0.1902 (0.2019) loss_rec_all: 0.2163 (0.2276) loss_rec_sfr: 0.2753 (0.3018) loss_cl: -0.2778 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [07:03:01.545468] Epoch: [104] [1260/2904] eta: 0:20:50 lr: 0.002358 loss: 0.1896 (0.2019) loss_rec_all: 0.2153 (0.2276) loss_rec_sfr: 0.2862 (0.3020) loss_cl: -0.2783 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [07:03:16.462989] Epoch: [104] [1280/2904] eta: 0:20:35 lr: 0.002358 loss: 0.1897 (0.2018) loss_rec_all: 0.2158 (0.2275) loss_rec_sfr: 0.2749 (0.3017) loss_cl: -0.2792 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [07:03:31.382717] Epoch: [104] [1300/2904] eta: 0:20:19 lr: 0.002358 loss: 0.1929 (0.2017) loss_rec_all: 0.2190 (0.2275) loss_rec_sfr: 0.2792 (0.3016) loss_cl: -0.2785 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [07:03:46.301381] Epoch: [104] [1320/2904] eta: 0:20:04 lr: 0.002358 loss: 0.1909 (0.2018) loss_rec_all: 0.2166 (0.2275) loss_rec_sfr: 0.2730 (0.3016) loss_cl: -0.2789 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [07:04:01.220848] Epoch: [104] [1340/2904] eta: 0:19:48 lr: 0.002358 loss: 0.1896 (0.2016) loss_rec_all: 0.2155 (0.2274) loss_rec_sfr: 0.2923 (0.3013) loss_cl: -0.2800 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [07:04:16.141396] Epoch: [104] [1360/2904] eta: 0:19:33 lr: 0.002358 loss: 0.1933 (0.2018) loss_rec_all: 0.2196 (0.2275) loss_rec_sfr: 0.2747 (0.3016) loss_cl: -0.2790 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [07:04:31.060896] Epoch: [104] [1380/2904] eta: 0:19:17 lr: 0.002358 loss: 0.1931 (0.2018) loss_rec_all: 0.2190 (0.2276) loss_rec_sfr: 0.2820 (0.3018) loss_cl: -0.2785 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [07:04:45.978617] Epoch: [104] [1400/2904] eta: 0:19:02 lr: 0.002358 loss: 0.1901 (0.2019) loss_rec_all: 0.2159 (0.2276) loss_rec_sfr: 0.2807 (0.3019) loss_cl: -0.2786 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [07:05:00.897461] Epoch: [104] [1420/2904] eta: 0:18:46 lr: 0.002358 loss: 0.1916 (0.2019) loss_rec_all: 0.2175 (0.2276) loss_rec_sfr: 0.2640 (0.3019) loss_cl: -0.2786 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [07:05:15.817749] Epoch: [104] [1440/2904] eta: 0:18:31 lr: 0.002358 loss: 0.1910 (0.2018) loss_rec_all: 0.2174 (0.2276) loss_rec_sfr: 0.2779 (0.3018) loss_cl: -0.2787 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [07:05:30.736977] Epoch: [104] [1460/2904] eta: 0:18:15 lr: 0.002358 loss: 0.1903 (0.2019) loss_rec_all: 0.2168 (0.2276) loss_rec_sfr: 0.2983 (0.3020) loss_cl: -0.2781 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [07:05:45.659332] Epoch: [104] [1480/2904] eta: 0:18:00 lr: 0.002358 loss: 0.1957 (0.2020) loss_rec_all: 0.2213 (0.2277) loss_rec_sfr: 0.3025 (0.3025) loss_cl: -0.2781 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [07:06:00.580078] Epoch: [104] [1500/2904] eta: 0:17:44 lr: 0.002358 loss: 0.1973 (0.2021) loss_rec_all: 0.2232 (0.2279) loss_rec_sfr: 0.2969 (0.3029) loss_cl: -0.2788 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [07:06:15.497366] Epoch: [104] [1520/2904] eta: 0:17:29 lr: 0.002358 loss: 0.1981 (0.2023) loss_rec_all: 0.2237 (0.2281) loss_rec_sfr: 0.3003 (0.3036) loss_cl: -0.2793 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [07:06:30.413201] Epoch: [104] [1540/2904] eta: 0:17:14 lr: 0.002358 loss: 0.1896 (0.2022) loss_rec_all: 0.2155 (0.2280) loss_rec_sfr: 0.2816 (0.3034) loss_cl: -0.2773 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [07:06:45.332427] Epoch: [104] [1560/2904] eta: 0:16:58 lr: 0.002358 loss: 0.1940 (0.2022) loss_rec_all: 0.2199 (0.2280) loss_rec_sfr: 0.2692 (0.3033) loss_cl: -0.2794 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [07:07:00.250705] Epoch: [104] [1580/2904] eta: 0:16:43 lr: 0.002358 loss: 0.1924 (0.2023) loss_rec_all: 0.2184 (0.2280) loss_rec_sfr: 0.2879 (0.3034) loss_cl: -0.2786 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [07:07:15.168855] Epoch: [104] [1600/2904] eta: 0:16:27 lr: 0.002358 loss: 0.1897 (0.2022) loss_rec_all: 0.2159 (0.2279) loss_rec_sfr: 0.2812 (0.3031) loss_cl: -0.2785 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [07:07:30.088885] Epoch: [104] [1620/2904] eta: 0:16:12 lr: 0.002358 loss: 0.1894 (0.2021) loss_rec_all: 0.2152 (0.2279) loss_rec_sfr: 0.2832 (0.3030) loss_cl: -0.2792 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [07:07:45.002989] Epoch: [104] [1640/2904] eta: 0:15:57 lr: 0.002358 loss: 0.1904 (0.2021) loss_rec_all: 0.2164 (0.2278) loss_rec_sfr: 0.2689 (0.3028) loss_cl: -0.2787 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [07:07:59.918120] Epoch: [104] [1660/2904] eta: 0:15:41 lr: 0.002358 loss: 0.1895 (0.2020) loss_rec_all: 0.2155 (0.2277) loss_rec_sfr: 0.2446 (0.3025) loss_cl: -0.2795 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [07:08:14.835195] Epoch: [104] [1680/2904] eta: 0:15:26 lr: 0.002357 loss: 0.1918 (0.2020) loss_rec_all: 0.2179 (0.2277) loss_rec_sfr: 0.2880 (0.3025) loss_cl: -0.2791 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [07:08:29.759841] Epoch: [104] [1700/2904] eta: 0:15:11 lr: 0.002357 loss: 0.1894 (0.2020) loss_rec_all: 0.2158 (0.2278) loss_rec_sfr: 0.2835 (0.3025) loss_cl: -0.2779 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [07:08:44.676755] Epoch: [104] [1720/2904] eta: 0:14:56 lr: 0.002357 loss: 0.1907 (0.2019) loss_rec_all: 0.2163 (0.2277) loss_rec_sfr: 0.2758 (0.3024) loss_cl: -0.2778 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [07:08:59.594396] Epoch: [104] [1740/2904] eta: 0:14:40 lr: 0.002357 loss: 0.1916 (0.2020) loss_rec_all: 0.2180 (0.2277) loss_rec_sfr: 0.2755 (0.3026) loss_cl: -0.2790 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [07:09:14.514591] Epoch: [104] [1760/2904] eta: 0:14:25 lr: 0.002357 loss: 0.1907 (0.2019) loss_rec_all: 0.2165 (0.2277) loss_rec_sfr: 0.2592 (0.3023) loss_cl: -0.2795 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [07:09:29.568861] Epoch: [104] [1780/2904] eta: 0:14:10 lr: 0.002357 loss: 0.1920 (0.2019) loss_rec_all: 0.2181 (0.2277) loss_rec_sfr: 0.2757 (0.3023) loss_cl: -0.2783 (-0.2787) time: 0.7527 data: 0.0002 max mem: 29860 [07:09:44.486489] Epoch: [104] [1800/2904] eta: 0:13:55 lr: 0.002357 loss: 0.1900 (0.2020) loss_rec_all: 0.2161 (0.2277) loss_rec_sfr: 0.2914 (0.3025) loss_cl: -0.2782 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [07:09:59.406339] Epoch: [104] [1820/2904] eta: 0:13:39 lr: 0.002357 loss: 0.1893 (0.2019) loss_rec_all: 0.2152 (0.2276) loss_rec_sfr: 0.2586 (0.3020) loss_cl: -0.2791 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [07:10:14.328420] Epoch: [104] [1840/2904] eta: 0:13:24 lr: 0.002357 loss: 0.1931 (0.2019) loss_rec_all: 0.2192 (0.2277) loss_rec_sfr: 0.2843 (0.3022) loss_cl: -0.2782 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [07:10:29.244918] Epoch: [104] [1860/2904] eta: 0:13:09 lr: 0.002357 loss: 0.1827 (0.2019) loss_rec_all: 0.2090 (0.2276) loss_rec_sfr: 0.2461 (0.3021) loss_cl: -0.2778 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [07:10:44.165265] Epoch: [104] [1880/2904] eta: 0:12:54 lr: 0.002357 loss: 0.1882 (0.2018) loss_rec_all: 0.2138 (0.2276) loss_rec_sfr: 0.2905 (0.3020) loss_cl: -0.2783 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [07:10:59.081310] Epoch: [104] [1900/2904] eta: 0:12:38 lr: 0.002357 loss: 0.1958 (0.2019) loss_rec_all: 0.2218 (0.2277) loss_rec_sfr: 0.2895 (0.3024) loss_cl: -0.2793 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [07:11:13.991822] Epoch: [104] [1920/2904] eta: 0:12:23 lr: 0.002357 loss: 0.1929 (0.2019) loss_rec_all: 0.2186 (0.2277) loss_rec_sfr: 0.2749 (0.3022) loss_cl: -0.2792 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [07:11:28.906265] Epoch: [104] [1940/2904] eta: 0:12:08 lr: 0.002357 loss: 0.1915 (0.2019) loss_rec_all: 0.2174 (0.2276) loss_rec_sfr: 0.2785 (0.3021) loss_cl: -0.2797 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [07:11:43.817644] Epoch: [104] [1960/2904] eta: 0:11:53 lr: 0.002357 loss: 0.1935 (0.2019) loss_rec_all: 0.2192 (0.2277) loss_rec_sfr: 0.2849 (0.3022) loss_cl: -0.2789 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [07:11:58.722854] Epoch: [104] [1980/2904] eta: 0:11:38 lr: 0.002357 loss: 0.1968 (0.2020) loss_rec_all: 0.2227 (0.2277) loss_rec_sfr: 0.2766 (0.3024) loss_cl: -0.2778 (-0.2787) time: 0.7452 data: 0.0002 max mem: 29860 [07:12:13.636318] Epoch: [104] [2000/2904] eta: 0:11:22 lr: 0.002357 loss: 0.1900 (0.2020) loss_rec_all: 0.2161 (0.2278) loss_rec_sfr: 0.2500 (0.3024) loss_cl: -0.2779 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [07:12:28.551570] Epoch: [104] [2020/2904] eta: 0:11:07 lr: 0.002357 loss: 0.1928 (0.2022) loss_rec_all: 0.2186 (0.2279) loss_rec_sfr: 0.2991 (0.3028) loss_cl: -0.2796 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [07:12:43.463427] Epoch: [104] [2040/2904] eta: 0:10:52 lr: 0.002357 loss: 0.1912 (0.2022) loss_rec_all: 0.2175 (0.2280) loss_rec_sfr: 0.2885 (0.3030) loss_cl: -0.2799 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [07:12:58.376957] Epoch: [104] [2060/2904] eta: 0:10:37 lr: 0.002357 loss: 0.1920 (0.2022) loss_rec_all: 0.2176 (0.2279) loss_rec_sfr: 0.2789 (0.3030) loss_cl: -0.2791 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [07:13:13.289171] Epoch: [104] [2080/2904] eta: 0:10:22 lr: 0.002357 loss: 0.1936 (0.2022) loss_rec_all: 0.2195 (0.2279) loss_rec_sfr: 0.2844 (0.3029) loss_cl: -0.2784 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [07:13:28.201874] Epoch: [104] [2100/2904] eta: 0:10:06 lr: 0.002357 loss: 0.1921 (0.2021) loss_rec_all: 0.2185 (0.2279) loss_rec_sfr: 0.2691 (0.3025) loss_cl: -0.2793 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [07:13:43.113991] Epoch: [104] [2120/2904] eta: 0:09:51 lr: 0.002357 loss: 0.1979 (0.2022) loss_rec_all: 0.2234 (0.2279) loss_rec_sfr: 0.2863 (0.3026) loss_cl: -0.2788 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [07:13:58.026484] Epoch: [104] [2140/2904] eta: 0:09:36 lr: 0.002357 loss: 0.1883 (0.2021) loss_rec_all: 0.2144 (0.2279) loss_rec_sfr: 0.2846 (0.3025) loss_cl: -0.2786 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [07:14:12.937765] Epoch: [104] [2160/2904] eta: 0:09:21 lr: 0.002357 loss: 0.1941 (0.2022) loss_rec_all: 0.2201 (0.2279) loss_rec_sfr: 0.2875 (0.3027) loss_cl: -0.2778 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [07:14:27.846810] Epoch: [104] [2180/2904] eta: 0:09:06 lr: 0.002357 loss: 0.1942 (0.2023) loss_rec_all: 0.2203 (0.2280) loss_rec_sfr: 0.2906 (0.3031) loss_cl: -0.2782 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [07:14:42.758041] Epoch: [104] [2200/2904] eta: 0:08:51 lr: 0.002357 loss: 0.1875 (0.2022) loss_rec_all: 0.2137 (0.2280) loss_rec_sfr: 0.2453 (0.3027) loss_cl: -0.2789 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [07:14:57.670024] Epoch: [104] [2220/2904] eta: 0:08:35 lr: 0.002357 loss: 0.1979 (0.2023) loss_rec_all: 0.2239 (0.2280) loss_rec_sfr: 0.2790 (0.3029) loss_cl: -0.2796 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [07:15:12.582522] Epoch: [104] [2240/2904] eta: 0:08:20 lr: 0.002357 loss: 0.1949 (0.2023) loss_rec_all: 0.2206 (0.2280) loss_rec_sfr: 0.2911 (0.3030) loss_cl: -0.2794 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [07:15:27.497743] Epoch: [104] [2260/2904] eta: 0:08:05 lr: 0.002357 loss: 0.1924 (0.2022) loss_rec_all: 0.2187 (0.2280) loss_rec_sfr: 0.2711 (0.3028) loss_cl: -0.2788 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [07:15:42.414315] Epoch: [104] [2280/2904] eta: 0:07:50 lr: 0.002357 loss: 0.1895 (0.2022) loss_rec_all: 0.2157 (0.2280) loss_rec_sfr: 0.2635 (0.3028) loss_cl: -0.2789 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [07:15:57.335904] Epoch: [104] [2300/2904] eta: 0:07:35 lr: 0.002357 loss: 0.1937 (0.2023) loss_rec_all: 0.2200 (0.2280) loss_rec_sfr: 0.2847 (0.3028) loss_cl: -0.2783 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [07:16:12.256413] Epoch: [104] [2320/2904] eta: 0:07:20 lr: 0.002357 loss: 0.1913 (0.2023) loss_rec_all: 0.2168 (0.2281) loss_rec_sfr: 0.2894 (0.3030) loss_cl: -0.2785 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [07:16:27.169911] Epoch: [104] [2340/2904] eta: 0:07:05 lr: 0.002357 loss: 0.1977 (0.2024) loss_rec_all: 0.2236 (0.2282) loss_rec_sfr: 0.2501 (0.3033) loss_cl: -0.2784 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [07:16:42.085376] Epoch: [104] [2360/2904] eta: 0:06:50 lr: 0.002357 loss: 0.1913 (0.2024) loss_rec_all: 0.2169 (0.2282) loss_rec_sfr: 0.2847 (0.3033) loss_cl: -0.2787 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [07:16:57.004194] Epoch: [104] [2380/2904] eta: 0:06:34 lr: 0.002357 loss: 0.1895 (0.2024) loss_rec_all: 0.2153 (0.2281) loss_rec_sfr: 0.2439 (0.3030) loss_cl: -0.2798 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [07:17:11.922344] Epoch: [104] [2400/2904] eta: 0:06:19 lr: 0.002357 loss: 0.1904 (0.2023) loss_rec_all: 0.2165 (0.2281) loss_rec_sfr: 0.2757 (0.3029) loss_cl: -0.2783 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [07:17:26.840870] Epoch: [104] [2420/2904] eta: 0:06:04 lr: 0.002357 loss: 0.1970 (0.2024) loss_rec_all: 0.2230 (0.2281) loss_rec_sfr: 0.2803 (0.3032) loss_cl: -0.2779 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [07:17:41.763137] Epoch: [104] [2440/2904] eta: 0:05:49 lr: 0.002357 loss: 0.1913 (0.2024) loss_rec_all: 0.2170 (0.2282) loss_rec_sfr: 0.2953 (0.3034) loss_cl: -0.2783 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [07:17:56.685755] Epoch: [104] [2460/2904] eta: 0:05:34 lr: 0.002357 loss: 0.1959 (0.2024) loss_rec_all: 0.2216 (0.2282) loss_rec_sfr: 0.2758 (0.3034) loss_cl: -0.2796 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [07:18:11.608980] Epoch: [104] [2480/2904] eta: 0:05:19 lr: 0.002357 loss: 0.1904 (0.2024) loss_rec_all: 0.2168 (0.2281) loss_rec_sfr: 0.2813 (0.3033) loss_cl: -0.2796 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [07:18:26.522420] Epoch: [104] [2500/2904] eta: 0:05:04 lr: 0.002357 loss: 0.1896 (0.2024) loss_rec_all: 0.2155 (0.2281) loss_rec_sfr: 0.2719 (0.3033) loss_cl: -0.2787 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [07:18:41.436505] Epoch: [104] [2520/2904] eta: 0:04:49 lr: 0.002357 loss: 0.1867 (0.2023) loss_rec_all: 0.2129 (0.2281) loss_rec_sfr: 0.2453 (0.3030) loss_cl: -0.2780 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [07:18:56.349270] Epoch: [104] [2540/2904] eta: 0:04:34 lr: 0.002357 loss: 0.1953 (0.2024) loss_rec_all: 0.2213 (0.2281) loss_rec_sfr: 0.2954 (0.3033) loss_cl: -0.2789 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [07:19:11.264235] Epoch: [104] [2560/2904] eta: 0:04:19 lr: 0.002357 loss: 0.1883 (0.2023) loss_rec_all: 0.2146 (0.2281) loss_rec_sfr: 0.2744 (0.3031) loss_cl: -0.2792 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [07:19:26.180327] Epoch: [104] [2580/2904] eta: 0:04:04 lr: 0.002357 loss: 0.1928 (0.2024) loss_rec_all: 0.2188 (0.2281) loss_rec_sfr: 0.2781 (0.3031) loss_cl: -0.2796 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [07:19:41.099254] Epoch: [104] [2600/2904] eta: 0:03:48 lr: 0.002357 loss: 0.1908 (0.2024) loss_rec_all: 0.2173 (0.2281) loss_rec_sfr: 0.2918 (0.3032) loss_cl: -0.2792 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [07:19:56.013497] Epoch: [104] [2620/2904] eta: 0:03:33 lr: 0.002357 loss: 0.1930 (0.2024) loss_rec_all: 0.2188 (0.2281) loss_rec_sfr: 0.2852 (0.3033) loss_cl: -0.2780 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [07:20:10.932757] Epoch: [104] [2640/2904] eta: 0:03:18 lr: 0.002357 loss: 0.1915 (0.2024) loss_rec_all: 0.2174 (0.2282) loss_rec_sfr: 0.2925 (0.3034) loss_cl: -0.2779 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [07:20:25.855266] Epoch: [104] [2660/2904] eta: 0:03:03 lr: 0.002357 loss: 0.1908 (0.2024) loss_rec_all: 0.2170 (0.2281) loss_rec_sfr: 0.2652 (0.3032) loss_cl: -0.2782 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [07:20:40.777186] Epoch: [104] [2680/2904] eta: 0:02:48 lr: 0.002357 loss: 0.1955 (0.2024) loss_rec_all: 0.2213 (0.2281) loss_rec_sfr: 0.2688 (0.3032) loss_cl: -0.2794 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [07:20:55.703679] Epoch: [104] [2700/2904] eta: 0:02:33 lr: 0.002357 loss: 0.1889 (0.2023) loss_rec_all: 0.2148 (0.2281) loss_rec_sfr: 0.2872 (0.3030) loss_cl: -0.2791 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [07:21:10.620778] Epoch: [104] [2720/2904] eta: 0:02:18 lr: 0.002357 loss: 0.1895 (0.2023) loss_rec_all: 0.2158 (0.2281) loss_rec_sfr: 0.2964 (0.3032) loss_cl: -0.2785 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [07:21:25.534991] Epoch: [104] [2740/2904] eta: 0:02:03 lr: 0.002357 loss: 0.1946 (0.2024) loss_rec_all: 0.2204 (0.2281) loss_rec_sfr: 0.2748 (0.3033) loss_cl: -0.2788 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [07:21:40.448976] Epoch: [104] [2760/2904] eta: 0:01:48 lr: 0.002357 loss: 0.1931 (0.2024) loss_rec_all: 0.2193 (0.2281) loss_rec_sfr: 0.2840 (0.3034) loss_cl: -0.2787 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [07:21:55.366356] Epoch: [104] [2780/2904] eta: 0:01:33 lr: 0.002357 loss: 0.1929 (0.2024) loss_rec_all: 0.2191 (0.2282) loss_rec_sfr: 0.2831 (0.3036) loss_cl: -0.2785 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [07:22:10.278172] Epoch: [104] [2800/2904] eta: 0:01:18 lr: 0.002357 loss: 0.1958 (0.2025) loss_rec_all: 0.2215 (0.2282) loss_rec_sfr: 0.2789 (0.3035) loss_cl: -0.2779 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [07:22:25.191409] Epoch: [104] [2820/2904] eta: 0:01:03 lr: 0.002357 loss: 0.2161 (0.2027) loss_rec_all: 0.2423 (0.2284) loss_rec_sfr: 0.3180 (0.3039) loss_cl: -0.2793 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [07:22:40.140793] Epoch: [104] [2840/2904] eta: 0:00:48 lr: 0.002357 loss: 0.2169 (0.2028) loss_rec_all: 0.2424 (0.2286) loss_rec_sfr: 0.3181 (0.3041) loss_cl: -0.2782 (-0.2787) time: 0.7474 data: 0.0026 max mem: 29860 [07:22:55.039145] Epoch: [104] [2860/2904] eta: 0:00:33 lr: 0.002357 loss: 0.2078 (0.2029) loss_rec_all: 0.2338 (0.2287) loss_rec_sfr: 0.3129 (0.3043) loss_cl: -0.2784 (-0.2787) time: 0.7449 data: 0.0001 max mem: 29860 [07:23:09.939527] Epoch: [104] [2880/2904] eta: 0:00:18 lr: 0.002357 loss: 0.1966 (0.2030) loss_rec_all: 0.2228 (0.2287) loss_rec_sfr: 0.2649 (0.3044) loss_cl: -0.2786 (-0.2787) time: 0.7450 data: 0.0001 max mem: 29860 [07:23:24.843637] Epoch: [104] [2900/2904] eta: 0:00:03 lr: 0.002357 loss: 0.1947 (0.2030) loss_rec_all: 0.2210 (0.2288) loss_rec_sfr: 0.2918 (0.3044) loss_cl: -0.2785 (-0.2787) time: 0.7452 data: 0.0001 max mem: 29860 [07:23:27.085633] Epoch: [104] [2903/2904] eta: 0:00:00 lr: 0.002357 loss: 0.1972 (0.2030) loss_rec_all: 0.2235 (0.2288) loss_rec_sfr: 0.2868 (0.3044) loss_cl: -0.2787 (-0.2787) time: 0.7452 data: 0.0001 max mem: 29860 [07:23:29.175485] Epoch: [104] Total time: 0:36:27 (0.7531 s / it) [07:23:29.181419] Averaged stats: lr: 0.002357 loss: 0.1972 (0.2045) loss_rec_all: 0.2235 (0.2280) loss_rec_sfr: 0.2868 (0.3018) loss_cl: -0.2787 (-0.2555) [07:23:29.186152] log_dir: ./checkpoint/VF2_ViT-B [07:23:48.463373] Epoch: [105] [ 0/2904] eta: 15:32:59 lr: 0.002357 loss: 0.2533 (0.2533) loss_rec_all: 0.2779 (0.2779) loss_rec_sfr: 0.4716 (0.4716) loss_cl: -0.2784 (-0.2784) time: 19.2765 data: 16.0174 max mem: 29860 [07:24:03.339103] Epoch: [105] [ 20/2904] eta: 1:18:10 lr: 0.002357 loss: 0.1911 (0.2104) loss_rec_all: 0.2167 (0.2359) loss_rec_sfr: 0.2855 (0.3241) loss_cl: -0.2781 (-0.2782) time: 0.7437 data: 0.0002 max mem: 29860 [07:24:18.209116] Epoch: [105] [ 40/2904] eta: 0:57:04 lr: 0.002357 loss: 0.1952 (0.2091) loss_rec_all: 0.2214 (0.2348) loss_rec_sfr: 0.2837 (0.3213) loss_cl: -0.2793 (-0.2787) time: 0.7435 data: 0.0002 max mem: 29860 [07:24:33.085862] Epoch: [105] [ 60/2904] eta: 0:49:39 lr: 0.002357 loss: 0.1934 (0.2088) loss_rec_all: 0.2194 (0.2344) loss_rec_sfr: 0.2757 (0.3163) loss_cl: -0.2795 (-0.2790) time: 0.7438 data: 0.0002 max mem: 29860 [07:24:47.992576] Epoch: [105] [ 80/2904] eta: 0:45:47 lr: 0.002357 loss: 0.1860 (0.2053) loss_rec_all: 0.2120 (0.2311) loss_rec_sfr: 0.2393 (0.3044) loss_cl: -0.2794 (-0.2791) time: 0.7453 data: 0.0002 max mem: 29860 [07:25:02.911320] Epoch: [105] [ 100/2904] eta: 0:43:21 lr: 0.002357 loss: 0.1896 (0.2036) loss_rec_all: 0.2154 (0.2294) loss_rec_sfr: 0.2758 (0.3011) loss_cl: -0.2784 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [07:25:17.820963] Epoch: [105] [ 120/2904] eta: 0:41:39 lr: 0.002357 loss: 0.1933 (0.2027) loss_rec_all: 0.2190 (0.2285) loss_rec_sfr: 0.2655 (0.2982) loss_cl: -0.2780 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [07:25:32.871591] Epoch: [105] [ 140/2904] eta: 0:40:24 lr: 0.002357 loss: 0.1926 (0.2036) loss_rec_all: 0.2184 (0.2293) loss_rec_sfr: 0.2925 (0.3020) loss_cl: -0.2782 (-0.2787) time: 0.7525 data: 0.0002 max mem: 29860 [07:25:47.809717] Epoch: [105] [ 160/2904] eta: 0:39:22 lr: 0.002357 loss: 0.1893 (0.2027) loss_rec_all: 0.2153 (0.2285) loss_rec_sfr: 0.2878 (0.3011) loss_cl: -0.2790 (-0.2788) time: 0.7469 data: 0.0002 max mem: 29860 [07:26:02.766657] Epoch: [105] [ 180/2904] eta: 0:38:31 lr: 0.002357 loss: 0.1857 (0.2025) loss_rec_all: 0.2119 (0.2283) loss_rec_sfr: 0.2761 (0.3013) loss_cl: -0.2792 (-0.2788) time: 0.7478 data: 0.0002 max mem: 29860 [07:26:17.687187] Epoch: [105] [ 200/2904] eta: 0:37:46 lr: 0.002357 loss: 0.1895 (0.2013) loss_rec_all: 0.2152 (0.2271) loss_rec_sfr: 0.2705 (0.2975) loss_cl: -0.2792 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [07:26:32.607707] Epoch: [105] [ 220/2904] eta: 0:37:07 lr: 0.002357 loss: 0.1889 (0.2011) loss_rec_all: 0.2148 (0.2269) loss_rec_sfr: 0.2908 (0.2975) loss_cl: -0.2792 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [07:26:47.525669] Epoch: [105] [ 240/2904] eta: 0:36:32 lr: 0.002357 loss: 0.1938 (0.2009) loss_rec_all: 0.2194 (0.2267) loss_rec_sfr: 0.2815 (0.2971) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [07:27:02.461482] Epoch: [105] [ 260/2904] eta: 0:36:00 lr: 0.002357 loss: 0.1932 (0.2008) loss_rec_all: 0.2194 (0.2266) loss_rec_sfr: 0.2882 (0.2969) loss_cl: -0.2780 (-0.2787) time: 0.7467 data: 0.0002 max mem: 29860 [07:27:17.380650] Epoch: [105] [ 280/2904] eta: 0:35:30 lr: 0.002357 loss: 0.1896 (0.2001) loss_rec_all: 0.2157 (0.2259) loss_rec_sfr: 0.2647 (0.2948) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [07:27:32.306590] Epoch: [105] [ 300/2904] eta: 0:35:03 lr: 0.002357 loss: 0.1880 (0.2002) loss_rec_all: 0.2139 (0.2260) loss_rec_sfr: 0.2855 (0.2952) loss_cl: -0.2787 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [07:27:47.229841] Epoch: [105] [ 320/2904] eta: 0:34:37 lr: 0.002357 loss: 0.1863 (0.2001) loss_rec_all: 0.2120 (0.2259) loss_rec_sfr: 0.2719 (0.2951) loss_cl: -0.2786 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [07:28:02.155449] Epoch: [105] [ 340/2904] eta: 0:34:12 lr: 0.002357 loss: 0.1920 (0.2000) loss_rec_all: 0.2183 (0.2258) loss_rec_sfr: 0.2716 (0.2942) loss_cl: -0.2775 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [07:28:17.075590] Epoch: [105] [ 360/2904] eta: 0:33:48 lr: 0.002357 loss: 0.1909 (0.2001) loss_rec_all: 0.2171 (0.2259) loss_rec_sfr: 0.2800 (0.2944) loss_cl: -0.2789 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [07:28:32.022648] Epoch: [105] [ 380/2904] eta: 0:33:26 lr: 0.002357 loss: 0.1920 (0.2000) loss_rec_all: 0.2179 (0.2258) loss_rec_sfr: 0.2697 (0.2940) loss_cl: -0.2792 (-0.2787) time: 0.7473 data: 0.0002 max mem: 29860 [07:28:46.939382] Epoch: [105] [ 400/2904] eta: 0:33:04 lr: 0.002357 loss: 0.1899 (0.2002) loss_rec_all: 0.2160 (0.2260) loss_rec_sfr: 0.2887 (0.2947) loss_cl: -0.2791 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [07:29:01.861264] Epoch: [105] [ 420/2904] eta: 0:32:42 lr: 0.002357 loss: 0.1879 (0.1997) loss_rec_all: 0.2138 (0.2255) loss_rec_sfr: 0.2762 (0.2936) loss_cl: -0.2792 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [07:29:16.780946] Epoch: [105] [ 440/2904] eta: 0:32:22 lr: 0.002357 loss: 0.1926 (0.1997) loss_rec_all: 0.2191 (0.2255) loss_rec_sfr: 0.2844 (0.2940) loss_cl: -0.2789 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [07:29:31.697778] Epoch: [105] [ 460/2904] eta: 0:32:01 lr: 0.002357 loss: 0.1875 (0.1994) loss_rec_all: 0.2134 (0.2252) loss_rec_sfr: 0.2812 (0.2933) loss_cl: -0.2797 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [07:29:46.612277] Epoch: [105] [ 480/2904] eta: 0:31:41 lr: 0.002357 loss: 0.1882 (0.1991) loss_rec_all: 0.2144 (0.2249) loss_rec_sfr: 0.2776 (0.2924) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [07:30:01.527969] Epoch: [105] [ 500/2904] eta: 0:31:22 lr: 0.002357 loss: 0.1915 (0.1995) loss_rec_all: 0.2172 (0.2253) loss_rec_sfr: 0.2918 (0.2941) loss_cl: -0.2781 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [07:30:16.445410] Epoch: [105] [ 520/2904] eta: 0:31:03 lr: 0.002357 loss: 0.1891 (0.1993) loss_rec_all: 0.2151 (0.2251) loss_rec_sfr: 0.2876 (0.2939) loss_cl: -0.2794 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [07:30:31.367188] Epoch: [105] [ 540/2904] eta: 0:30:44 lr: 0.002357 loss: 0.1923 (0.1993) loss_rec_all: 0.2183 (0.2251) loss_rec_sfr: 0.2694 (0.2939) loss_cl: -0.2789 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [07:30:46.290435] Epoch: [105] [ 560/2904] eta: 0:30:26 lr: 0.002357 loss: 0.1975 (0.1996) loss_rec_all: 0.2234 (0.2254) loss_rec_sfr: 0.2776 (0.2945) loss_cl: -0.2791 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [07:31:01.213533] Epoch: [105] [ 580/2904] eta: 0:30:08 lr: 0.002357 loss: 0.1882 (0.1994) loss_rec_all: 0.2139 (0.2252) loss_rec_sfr: 0.2837 (0.2941) loss_cl: -0.2789 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [07:31:16.131064] Epoch: [105] [ 600/2904] eta: 0:29:49 lr: 0.002357 loss: 0.1934 (0.1997) loss_rec_all: 0.2192 (0.2255) loss_rec_sfr: 0.2975 (0.2954) loss_cl: -0.2787 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [07:31:31.053957] Epoch: [105] [ 620/2904] eta: 0:29:32 lr: 0.002357 loss: 0.1925 (0.1998) loss_rec_all: 0.2186 (0.2256) loss_rec_sfr: 0.2677 (0.2953) loss_cl: -0.2799 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [07:31:45.967058] Epoch: [105] [ 640/2904] eta: 0:29:14 lr: 0.002357 loss: 0.1913 (0.1998) loss_rec_all: 0.2173 (0.2256) loss_rec_sfr: 0.2813 (0.2954) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [07:32:00.887602] Epoch: [105] [ 660/2904] eta: 0:28:57 lr: 0.002357 loss: 0.1940 (0.1997) loss_rec_all: 0.2197 (0.2256) loss_rec_sfr: 0.2731 (0.2953) loss_cl: -0.2782 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [07:32:15.802582] Epoch: [105] [ 680/2904] eta: 0:28:39 lr: 0.002357 loss: 0.1882 (0.1996) loss_rec_all: 0.2142 (0.2254) loss_rec_sfr: 0.2478 (0.2947) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [07:32:30.719873] Epoch: [105] [ 700/2904] eta: 0:28:22 lr: 0.002357 loss: 0.1893 (0.1995) loss_rec_all: 0.2153 (0.2254) loss_rec_sfr: 0.2534 (0.2942) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [07:32:45.638146] Epoch: [105] [ 720/2904] eta: 0:28:05 lr: 0.002357 loss: 0.1918 (0.1998) loss_rec_all: 0.2179 (0.2256) loss_rec_sfr: 0.2866 (0.2949) loss_cl: -0.2795 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [07:33:00.560693] Epoch: [105] [ 740/2904] eta: 0:27:48 lr: 0.002357 loss: 0.1907 (0.1998) loss_rec_all: 0.2165 (0.2257) loss_rec_sfr: 0.2565 (0.2952) loss_cl: -0.2793 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [07:33:15.473791] Epoch: [105] [ 760/2904] eta: 0:27:31 lr: 0.002357 loss: 0.1889 (0.1998) loss_rec_all: 0.2145 (0.2256) loss_rec_sfr: 0.2889 (0.2955) loss_cl: -0.2778 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [07:33:30.400054] Epoch: [105] [ 780/2904] eta: 0:27:14 lr: 0.002357 loss: 0.1925 (0.1996) loss_rec_all: 0.2187 (0.2254) loss_rec_sfr: 0.2697 (0.2945) loss_cl: -0.2776 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [07:33:45.318460] Epoch: [105] [ 800/2904] eta: 0:26:58 lr: 0.002357 loss: 0.1940 (0.1997) loss_rec_all: 0.2199 (0.2255) loss_rec_sfr: 0.2857 (0.2947) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [07:34:00.236540] Epoch: [105] [ 820/2904] eta: 0:26:41 lr: 0.002357 loss: 0.1887 (0.1996) loss_rec_all: 0.2151 (0.2254) loss_rec_sfr: 0.2803 (0.2945) loss_cl: -0.2794 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [07:34:15.154323] Epoch: [105] [ 840/2904] eta: 0:26:25 lr: 0.002357 loss: 0.1901 (0.1996) loss_rec_all: 0.2160 (0.2255) loss_rec_sfr: 0.2748 (0.2946) loss_cl: -0.2797 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [07:34:30.072588] Epoch: [105] [ 860/2904] eta: 0:26:08 lr: 0.002357 loss: 0.1899 (0.1996) loss_rec_all: 0.2157 (0.2254) loss_rec_sfr: 0.2872 (0.2944) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [07:34:45.005807] Epoch: [105] [ 880/2904] eta: 0:25:52 lr: 0.002357 loss: 0.1878 (0.1995) loss_rec_all: 0.2139 (0.2253) loss_rec_sfr: 0.2702 (0.2942) loss_cl: -0.2792 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [07:34:59.928611] Epoch: [105] [ 900/2904] eta: 0:25:36 lr: 0.002357 loss: 0.1917 (0.1994) loss_rec_all: 0.2173 (0.2252) loss_rec_sfr: 0.2812 (0.2942) loss_cl: -0.2790 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [07:35:14.847237] Epoch: [105] [ 920/2904] eta: 0:25:20 lr: 0.002357 loss: 0.1926 (0.1994) loss_rec_all: 0.2187 (0.2252) loss_rec_sfr: 0.2670 (0.2939) loss_cl: -0.2784 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [07:35:29.768877] Epoch: [105] [ 940/2904] eta: 0:25:03 lr: 0.002357 loss: 0.1914 (0.1995) loss_rec_all: 0.2172 (0.2253) loss_rec_sfr: 0.2857 (0.2943) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [07:35:44.688390] Epoch: [105] [ 960/2904] eta: 0:24:47 lr: 0.002357 loss: 0.1955 (0.1996) loss_rec_all: 0.2211 (0.2254) loss_rec_sfr: 0.2817 (0.2945) loss_cl: -0.2795 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [07:35:59.609445] Epoch: [105] [ 980/2904] eta: 0:24:31 lr: 0.002356 loss: 0.1926 (0.1995) loss_rec_all: 0.2189 (0.2254) loss_rec_sfr: 0.2796 (0.2945) loss_cl: -0.2796 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [07:36:14.528247] Epoch: [105] [1000/2904] eta: 0:24:15 lr: 0.002356 loss: 0.1946 (0.1996) loss_rec_all: 0.2206 (0.2254) loss_rec_sfr: 0.2734 (0.2944) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [07:36:29.452428] Epoch: [105] [1020/2904] eta: 0:23:59 lr: 0.002356 loss: 0.1994 (0.1998) loss_rec_all: 0.2254 (0.2256) loss_rec_sfr: 0.2788 (0.2948) loss_cl: -0.2783 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [07:36:44.366734] Epoch: [105] [1040/2904] eta: 0:23:43 lr: 0.002356 loss: 0.1894 (0.1996) loss_rec_all: 0.2156 (0.2255) loss_rec_sfr: 0.2741 (0.2944) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [07:36:59.283717] Epoch: [105] [1060/2904] eta: 0:23:27 lr: 0.002356 loss: 0.1902 (0.1997) loss_rec_all: 0.2160 (0.2255) loss_rec_sfr: 0.2814 (0.2946) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [07:37:14.204598] Epoch: [105] [1080/2904] eta: 0:23:11 lr: 0.002356 loss: 0.1972 (0.1999) loss_rec_all: 0.2234 (0.2257) loss_rec_sfr: 0.2817 (0.2952) loss_cl: -0.2794 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [07:37:29.124067] Epoch: [105] [1100/2904] eta: 0:22:56 lr: 0.002356 loss: 0.1958 (0.2001) loss_rec_all: 0.2215 (0.2259) loss_rec_sfr: 0.3015 (0.2960) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [07:37:44.045039] Epoch: [105] [1120/2904] eta: 0:22:40 lr: 0.002356 loss: 0.1882 (0.2001) loss_rec_all: 0.2142 (0.2259) loss_rec_sfr: 0.2878 (0.2963) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [07:37:58.971299] Epoch: [105] [1140/2904] eta: 0:22:24 lr: 0.002356 loss: 0.1876 (0.2000) loss_rec_all: 0.2131 (0.2258) loss_rec_sfr: 0.2816 (0.2960) loss_cl: -0.2777 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [07:38:13.890851] Epoch: [105] [1160/2904] eta: 0:22:08 lr: 0.002356 loss: 0.1911 (0.2000) loss_rec_all: 0.2173 (0.2258) loss_rec_sfr: 0.2822 (0.2962) loss_cl: -0.2782 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [07:38:28.810430] Epoch: [105] [1180/2904] eta: 0:21:53 lr: 0.002356 loss: 0.1960 (0.2003) loss_rec_all: 0.2218 (0.2261) loss_rec_sfr: 0.2920 (0.2970) loss_cl: -0.2787 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [07:38:43.724249] Epoch: [105] [1200/2904] eta: 0:21:37 lr: 0.002356 loss: 0.1889 (0.2003) loss_rec_all: 0.2152 (0.2261) loss_rec_sfr: 0.2485 (0.2966) loss_cl: -0.2795 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [07:38:58.643666] Epoch: [105] [1220/2904] eta: 0:21:21 lr: 0.002356 loss: 0.1945 (0.2003) loss_rec_all: 0.2203 (0.2261) loss_rec_sfr: 0.2803 (0.2966) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [07:39:13.559742] Epoch: [105] [1240/2904] eta: 0:21:06 lr: 0.002356 loss: 0.1918 (0.2003) loss_rec_all: 0.2178 (0.2261) loss_rec_sfr: 0.2932 (0.2968) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [07:39:28.485223] Epoch: [105] [1260/2904] eta: 0:20:50 lr: 0.002356 loss: 0.1968 (0.2004) loss_rec_all: 0.2229 (0.2262) loss_rec_sfr: 0.2722 (0.2970) loss_cl: -0.2795 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [07:39:43.407231] Epoch: [105] [1280/2904] eta: 0:20:35 lr: 0.002356 loss: 0.1870 (0.2003) loss_rec_all: 0.2133 (0.2261) loss_rec_sfr: 0.2598 (0.2965) loss_cl: -0.2787 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [07:39:58.329383] Epoch: [105] [1300/2904] eta: 0:20:19 lr: 0.002356 loss: 0.1899 (0.2003) loss_rec_all: 0.2156 (0.2261) loss_rec_sfr: 0.2915 (0.2965) loss_cl: -0.2788 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [07:40:13.246251] Epoch: [105] [1320/2904] eta: 0:20:03 lr: 0.002356 loss: 0.1926 (0.2003) loss_rec_all: 0.2185 (0.2261) loss_rec_sfr: 0.2861 (0.2969) loss_cl: -0.2796 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [07:40:28.171620] Epoch: [105] [1340/2904] eta: 0:19:48 lr: 0.002356 loss: 0.1907 (0.2002) loss_rec_all: 0.2167 (0.2260) loss_rec_sfr: 0.2798 (0.2965) loss_cl: -0.2791 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [07:40:43.095486] Epoch: [105] [1360/2904] eta: 0:19:32 lr: 0.002356 loss: 0.1939 (0.2004) loss_rec_all: 0.2198 (0.2262) loss_rec_sfr: 0.2719 (0.2968) loss_cl: -0.2795 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [07:40:58.013123] Epoch: [105] [1380/2904] eta: 0:19:17 lr: 0.002356 loss: 0.1899 (0.2003) loss_rec_all: 0.2164 (0.2261) loss_rec_sfr: 0.2535 (0.2967) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [07:41:12.925853] Epoch: [105] [1400/2904] eta: 0:19:01 lr: 0.002356 loss: 0.1920 (0.2003) loss_rec_all: 0.2180 (0.2261) loss_rec_sfr: 0.2954 (0.2967) loss_cl: -0.2783 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [07:41:27.842446] Epoch: [105] [1420/2904] eta: 0:18:46 lr: 0.002356 loss: 0.1882 (0.2003) loss_rec_all: 0.2146 (0.2261) loss_rec_sfr: 0.2809 (0.2966) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [07:41:42.756248] Epoch: [105] [1440/2904] eta: 0:18:30 lr: 0.002356 loss: 0.1880 (0.2003) loss_rec_all: 0.2142 (0.2261) loss_rec_sfr: 0.2383 (0.2964) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [07:41:57.671579] Epoch: [105] [1460/2904] eta: 0:18:15 lr: 0.002356 loss: 0.1921 (0.2003) loss_rec_all: 0.2180 (0.2261) loss_rec_sfr: 0.2850 (0.2967) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [07:42:12.592070] Epoch: [105] [1480/2904] eta: 0:18:00 lr: 0.002356 loss: 0.1895 (0.2004) loss_rec_all: 0.2155 (0.2262) loss_rec_sfr: 0.2924 (0.2969) loss_cl: -0.2793 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [07:42:27.513009] Epoch: [105] [1500/2904] eta: 0:17:44 lr: 0.002356 loss: 0.1921 (0.2005) loss_rec_all: 0.2180 (0.2263) loss_rec_sfr: 0.2983 (0.2974) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [07:42:42.431302] Epoch: [105] [1520/2904] eta: 0:17:29 lr: 0.002356 loss: 0.1917 (0.2005) loss_rec_all: 0.2178 (0.2263) loss_rec_sfr: 0.2755 (0.2974) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [07:42:57.346140] Epoch: [105] [1540/2904] eta: 0:17:13 lr: 0.002356 loss: 0.1879 (0.2004) loss_rec_all: 0.2138 (0.2262) loss_rec_sfr: 0.2812 (0.2972) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [07:43:12.262948] Epoch: [105] [1560/2904] eta: 0:16:58 lr: 0.002356 loss: 0.1937 (0.2005) loss_rec_all: 0.2198 (0.2263) loss_rec_sfr: 0.2732 (0.2973) loss_cl: -0.2794 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [07:43:27.193303] Epoch: [105] [1580/2904] eta: 0:16:43 lr: 0.002356 loss: 0.1913 (0.2005) loss_rec_all: 0.2171 (0.2263) loss_rec_sfr: 0.2793 (0.2974) loss_cl: -0.2793 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [07:43:42.116031] Epoch: [105] [1600/2904] eta: 0:16:27 lr: 0.002356 loss: 0.1935 (0.2007) loss_rec_all: 0.2196 (0.2264) loss_rec_sfr: 0.2949 (0.2978) loss_cl: -0.2784 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [07:43:57.044365] Epoch: [105] [1620/2904] eta: 0:16:12 lr: 0.002356 loss: 0.1883 (0.2006) loss_rec_all: 0.2146 (0.2263) loss_rec_sfr: 0.2727 (0.2976) loss_cl: -0.2786 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [07:44:11.963258] Epoch: [105] [1640/2904] eta: 0:15:57 lr: 0.002356 loss: 0.1920 (0.2005) loss_rec_all: 0.2178 (0.2263) loss_rec_sfr: 0.2761 (0.2974) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [07:44:26.879230] Epoch: [105] [1660/2904] eta: 0:15:41 lr: 0.002356 loss: 0.1909 (0.2005) loss_rec_all: 0.2173 (0.2263) loss_rec_sfr: 0.2708 (0.2974) loss_cl: -0.2793 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [07:44:41.789858] Epoch: [105] [1680/2904] eta: 0:15:26 lr: 0.002356 loss: 0.1890 (0.2005) loss_rec_all: 0.2147 (0.2263) loss_rec_sfr: 0.2855 (0.2974) loss_cl: -0.2792 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [07:44:56.708537] Epoch: [105] [1700/2904] eta: 0:15:11 lr: 0.002356 loss: 0.1956 (0.2006) loss_rec_all: 0.2217 (0.2264) loss_rec_sfr: 0.2818 (0.2975) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [07:45:11.629872] Epoch: [105] [1720/2904] eta: 0:14:55 lr: 0.002356 loss: 0.1890 (0.2006) loss_rec_all: 0.2152 (0.2264) loss_rec_sfr: 0.2860 (0.2976) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [07:45:26.547991] Epoch: [105] [1740/2904] eta: 0:14:40 lr: 0.002356 loss: 0.1898 (0.2006) loss_rec_all: 0.2156 (0.2263) loss_rec_sfr: 0.2781 (0.2975) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [07:45:41.458661] Epoch: [105] [1760/2904] eta: 0:14:25 lr: 0.002356 loss: 0.1889 (0.2005) loss_rec_all: 0.2149 (0.2263) loss_rec_sfr: 0.2720 (0.2973) loss_cl: -0.2798 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [07:45:56.371690] Epoch: [105] [1780/2904] eta: 0:14:10 lr: 0.002356 loss: 0.1890 (0.2004) loss_rec_all: 0.2150 (0.2262) loss_rec_sfr: 0.2724 (0.2973) loss_cl: -0.2794 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [07:46:11.287968] Epoch: [105] [1800/2904] eta: 0:13:54 lr: 0.002356 loss: 0.1909 (0.2004) loss_rec_all: 0.2168 (0.2262) loss_rec_sfr: 0.2889 (0.2974) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [07:46:26.206109] Epoch: [105] [1820/2904] eta: 0:13:39 lr: 0.002356 loss: 0.1879 (0.2003) loss_rec_all: 0.2138 (0.2261) loss_rec_sfr: 0.2516 (0.2971) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [07:46:41.118914] Epoch: [105] [1840/2904] eta: 0:13:24 lr: 0.002356 loss: 0.1898 (0.2003) loss_rec_all: 0.2159 (0.2261) loss_rec_sfr: 0.2657 (0.2969) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [07:46:56.036396] Epoch: [105] [1860/2904] eta: 0:13:09 lr: 0.002356 loss: 0.1904 (0.2003) loss_rec_all: 0.2167 (0.2261) loss_rec_sfr: 0.2740 (0.2968) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [07:47:10.955790] Epoch: [105] [1880/2904] eta: 0:12:53 lr: 0.002356 loss: 0.1868 (0.2002) loss_rec_all: 0.2128 (0.2260) loss_rec_sfr: 0.2797 (0.2965) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [07:47:25.875266] Epoch: [105] [1900/2904] eta: 0:12:38 lr: 0.002356 loss: 0.1909 (0.2002) loss_rec_all: 0.2172 (0.2260) loss_rec_sfr: 0.2838 (0.2967) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [07:47:40.794541] Epoch: [105] [1920/2904] eta: 0:12:23 lr: 0.002356 loss: 0.1901 (0.2002) loss_rec_all: 0.2158 (0.2261) loss_rec_sfr: 0.2757 (0.2967) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [07:47:55.714425] Epoch: [105] [1940/2904] eta: 0:12:08 lr: 0.002356 loss: 0.1883 (0.2002) loss_rec_all: 0.2143 (0.2260) loss_rec_sfr: 0.2905 (0.2967) loss_cl: -0.2792 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [07:48:10.639510] Epoch: [105] [1960/2904] eta: 0:11:53 lr: 0.002356 loss: 0.1908 (0.2003) loss_rec_all: 0.2170 (0.2261) loss_rec_sfr: 0.2817 (0.2970) loss_cl: -0.2787 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [07:48:25.558966] Epoch: [105] [1980/2904] eta: 0:11:37 lr: 0.002356 loss: 0.1882 (0.2003) loss_rec_all: 0.2140 (0.2261) loss_rec_sfr: 0.2638 (0.2968) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [07:48:40.476430] Epoch: [105] [2000/2904] eta: 0:11:22 lr: 0.002356 loss: 0.1932 (0.2003) loss_rec_all: 0.2190 (0.2261) loss_rec_sfr: 0.2812 (0.2969) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [07:48:55.396572] Epoch: [105] [2020/2904] eta: 0:11:07 lr: 0.002356 loss: 0.1979 (0.2004) loss_rec_all: 0.2236 (0.2262) loss_rec_sfr: 0.2810 (0.2973) loss_cl: -0.2779 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [07:49:10.322511] Epoch: [105] [2040/2904] eta: 0:10:52 lr: 0.002356 loss: 0.1949 (0.2004) loss_rec_all: 0.2213 (0.2262) loss_rec_sfr: 0.2499 (0.2972) loss_cl: -0.2792 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [07:49:25.246489] Epoch: [105] [2060/2904] eta: 0:10:37 lr: 0.002356 loss: 0.1918 (0.2005) loss_rec_all: 0.2178 (0.2263) loss_rec_sfr: 0.2864 (0.2973) loss_cl: -0.2791 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [07:49:40.166943] Epoch: [105] [2080/2904] eta: 0:10:22 lr: 0.002356 loss: 0.1914 (0.2004) loss_rec_all: 0.2171 (0.2262) loss_rec_sfr: 0.2785 (0.2972) loss_cl: -0.2798 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [07:49:55.087219] Epoch: [105] [2100/2904] eta: 0:10:06 lr: 0.002356 loss: 0.1887 (0.2004) loss_rec_all: 0.2149 (0.2262) loss_rec_sfr: 0.2731 (0.2970) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [07:50:10.002600] Epoch: [105] [2120/2904] eta: 0:09:51 lr: 0.002356 loss: 0.1917 (0.2004) loss_rec_all: 0.2176 (0.2262) loss_rec_sfr: 0.2841 (0.2970) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [07:50:24.920317] Epoch: [105] [2140/2904] eta: 0:09:36 lr: 0.002356 loss: 0.1898 (0.2004) loss_rec_all: 0.2154 (0.2262) loss_rec_sfr: 0.2895 (0.2971) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [07:50:39.839349] Epoch: [105] [2160/2904] eta: 0:09:21 lr: 0.002356 loss: 0.1868 (0.2003) loss_rec_all: 0.2132 (0.2261) loss_rec_sfr: 0.2640 (0.2968) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [07:50:54.751191] Epoch: [105] [2180/2904] eta: 0:09:06 lr: 0.002356 loss: 0.1861 (0.2003) loss_rec_all: 0.2121 (0.2261) loss_rec_sfr: 0.2795 (0.2967) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [07:51:09.662475] Epoch: [105] [2200/2904] eta: 0:08:51 lr: 0.002356 loss: 0.1894 (0.2003) loss_rec_all: 0.2151 (0.2261) loss_rec_sfr: 0.2948 (0.2967) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [07:51:24.581146] Epoch: [105] [2220/2904] eta: 0:08:35 lr: 0.002356 loss: 0.1876 (0.2003) loss_rec_all: 0.2138 (0.2261) loss_rec_sfr: 0.2638 (0.2967) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [07:51:39.502660] Epoch: [105] [2240/2904] eta: 0:08:20 lr: 0.002356 loss: 0.1898 (0.2003) loss_rec_all: 0.2158 (0.2261) loss_rec_sfr: 0.2908 (0.2969) loss_cl: -0.2796 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [07:51:54.414674] Epoch: [105] [2260/2904] eta: 0:08:05 lr: 0.002356 loss: 0.1882 (0.2003) loss_rec_all: 0.2143 (0.2261) loss_rec_sfr: 0.2638 (0.2968) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [07:52:09.329848] Epoch: [105] [2280/2904] eta: 0:07:50 lr: 0.002356 loss: 0.1880 (0.2003) loss_rec_all: 0.2145 (0.2261) loss_rec_sfr: 0.2554 (0.2968) loss_cl: -0.2782 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [07:52:24.243352] Epoch: [105] [2300/2904] eta: 0:07:35 lr: 0.002356 loss: 0.1900 (0.2004) loss_rec_all: 0.2164 (0.2262) loss_rec_sfr: 0.2838 (0.2970) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [07:52:39.156405] Epoch: [105] [2320/2904] eta: 0:07:20 lr: 0.002356 loss: 0.1935 (0.2004) loss_rec_all: 0.2195 (0.2262) loss_rec_sfr: 0.2832 (0.2972) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [07:52:54.071246] Epoch: [105] [2340/2904] eta: 0:07:05 lr: 0.002356 loss: 0.1900 (0.2004) loss_rec_all: 0.2158 (0.2262) loss_rec_sfr: 0.2751 (0.2971) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [07:53:08.986830] Epoch: [105] [2360/2904] eta: 0:06:50 lr: 0.002356 loss: 0.1915 (0.2004) loss_rec_all: 0.2176 (0.2262) loss_rec_sfr: 0.2732 (0.2970) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [07:53:23.898587] Epoch: [105] [2380/2904] eta: 0:06:34 lr: 0.002356 loss: 0.1931 (0.2004) loss_rec_all: 0.2195 (0.2262) loss_rec_sfr: 0.2821 (0.2972) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [07:53:38.815889] Epoch: [105] [2400/2904] eta: 0:06:19 lr: 0.002356 loss: 0.1927 (0.2005) loss_rec_all: 0.2189 (0.2263) loss_rec_sfr: 0.2593 (0.2972) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [07:53:53.734683] Epoch: [105] [2420/2904] eta: 0:06:04 lr: 0.002356 loss: 0.1935 (0.2005) loss_rec_all: 0.2196 (0.2263) loss_rec_sfr: 0.2761 (0.2972) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [07:54:08.656050] Epoch: [105] [2440/2904] eta: 0:05:49 lr: 0.002356 loss: 0.1912 (0.2006) loss_rec_all: 0.2171 (0.2263) loss_rec_sfr: 0.2855 (0.2974) loss_cl: -0.2782 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [07:54:23.574474] Epoch: [105] [2460/2904] eta: 0:05:34 lr: 0.002356 loss: 0.1950 (0.2006) loss_rec_all: 0.2210 (0.2264) loss_rec_sfr: 0.2965 (0.2977) loss_cl: -0.2782 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [07:54:38.497603] Epoch: [105] [2480/2904] eta: 0:05:19 lr: 0.002356 loss: 0.1940 (0.2006) loss_rec_all: 0.2201 (0.2264) loss_rec_sfr: 0.2801 (0.2977) loss_cl: -0.2790 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [07:54:53.415153] Epoch: [105] [2500/2904] eta: 0:05:04 lr: 0.002356 loss: 0.1897 (0.2006) loss_rec_all: 0.2157 (0.2264) loss_rec_sfr: 0.2753 (0.2977) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [07:55:08.336403] Epoch: [105] [2520/2904] eta: 0:04:49 lr: 0.002356 loss: 0.1898 (0.2006) loss_rec_all: 0.2157 (0.2264) loss_rec_sfr: 0.2916 (0.2978) loss_cl: -0.2792 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [07:55:23.258994] Epoch: [105] [2540/2904] eta: 0:04:34 lr: 0.002356 loss: 0.1911 (0.2006) loss_rec_all: 0.2169 (0.2264) loss_rec_sfr: 0.2754 (0.2977) loss_cl: -0.2788 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [07:55:38.179868] Epoch: [105] [2560/2904] eta: 0:04:19 lr: 0.002356 loss: 0.1884 (0.2006) loss_rec_all: 0.2144 (0.2264) loss_rec_sfr: 0.2525 (0.2976) loss_cl: -0.2791 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [07:55:53.096246] Epoch: [105] [2580/2904] eta: 0:04:04 lr: 0.002356 loss: 0.1947 (0.2007) loss_rec_all: 0.2204 (0.2264) loss_rec_sfr: 0.2857 (0.2978) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [07:56:08.012026] Epoch: [105] [2600/2904] eta: 0:03:48 lr: 0.002356 loss: 0.1910 (0.2006) loss_rec_all: 0.2167 (0.2264) loss_rec_sfr: 0.2864 (0.2977) loss_cl: -0.2784 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [07:56:22.927789] Epoch: [105] [2620/2904] eta: 0:03:33 lr: 0.002356 loss: 0.1919 (0.2006) loss_rec_all: 0.2182 (0.2264) loss_rec_sfr: 0.2524 (0.2977) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [07:56:37.842555] Epoch: [105] [2640/2904] eta: 0:03:18 lr: 0.002356 loss: 0.1941 (0.2007) loss_rec_all: 0.2198 (0.2265) loss_rec_sfr: 0.2793 (0.2978) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [07:56:52.759243] Epoch: [105] [2660/2904] eta: 0:03:03 lr: 0.002356 loss: 0.1921 (0.2007) loss_rec_all: 0.2181 (0.2265) loss_rec_sfr: 0.2840 (0.2978) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [07:57:07.679123] Epoch: [105] [2680/2904] eta: 0:02:48 lr: 0.002356 loss: 0.1891 (0.2007) loss_rec_all: 0.2149 (0.2265) loss_rec_sfr: 0.2838 (0.2977) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [07:57:22.600202] Epoch: [105] [2700/2904] eta: 0:02:33 lr: 0.002356 loss: 0.1939 (0.2007) loss_rec_all: 0.2202 (0.2265) loss_rec_sfr: 0.2974 (0.2979) loss_cl: -0.2780 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [07:57:37.520902] Epoch: [105] [2720/2904] eta: 0:02:18 lr: 0.002356 loss: 0.1875 (0.2007) loss_rec_all: 0.2132 (0.2265) loss_rec_sfr: 0.2436 (0.2977) loss_cl: -0.2781 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [07:57:52.445092] Epoch: [105] [2740/2904] eta: 0:02:03 lr: 0.002356 loss: 0.1874 (0.2006) loss_rec_all: 0.2134 (0.2264) loss_rec_sfr: 0.2863 (0.2977) loss_cl: -0.2789 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [07:58:07.370953] Epoch: [105] [2760/2904] eta: 0:01:48 lr: 0.002356 loss: 0.1897 (0.2006) loss_rec_all: 0.2155 (0.2264) loss_rec_sfr: 0.2819 (0.2976) loss_cl: -0.2796 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [07:58:22.297221] Epoch: [105] [2780/2904] eta: 0:01:33 lr: 0.002356 loss: 0.1913 (0.2006) loss_rec_all: 0.2171 (0.2264) loss_rec_sfr: 0.2960 (0.2977) loss_cl: -0.2791 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [07:58:37.221150] Epoch: [105] [2800/2904] eta: 0:01:18 lr: 0.002356 loss: 0.1926 (0.2006) loss_rec_all: 0.2188 (0.2264) loss_rec_sfr: 0.2792 (0.2978) loss_cl: -0.2784 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [07:58:52.145303] Epoch: [105] [2820/2904] eta: 0:01:03 lr: 0.002356 loss: 0.2003 (0.2007) loss_rec_all: 0.2263 (0.2265) loss_rec_sfr: 0.2787 (0.2979) loss_cl: -0.2792 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [07:59:07.095310] Epoch: [105] [2840/2904] eta: 0:00:48 lr: 0.002356 loss: 0.1916 (0.2007) loss_rec_all: 0.2177 (0.2265) loss_rec_sfr: 0.2886 (0.2980) loss_cl: -0.2792 (-0.2788) time: 0.7475 data: 0.0023 max mem: 29860 [07:59:22.003839] Epoch: [105] [2860/2904] eta: 0:00:33 lr: 0.002356 loss: 0.1881 (0.2007) loss_rec_all: 0.2140 (0.2264) loss_rec_sfr: 0.2729 (0.2978) loss_cl: -0.2784 (-0.2788) time: 0.7454 data: 0.0001 max mem: 29860 [07:59:36.903635] Epoch: [105] [2880/2904] eta: 0:00:18 lr: 0.002356 loss: 0.1932 (0.2007) loss_rec_all: 0.2189 (0.2264) loss_rec_sfr: 0.2853 (0.2978) loss_cl: -0.2791 (-0.2788) time: 0.7450 data: 0.0001 max mem: 29860 [07:59:51.803029] Epoch: [105] [2900/2904] eta: 0:00:03 lr: 0.002356 loss: 0.1915 (0.2007) loss_rec_all: 0.2176 (0.2264) loss_rec_sfr: 0.2754 (0.2978) loss_cl: -0.2785 (-0.2788) time: 0.7449 data: 0.0001 max mem: 29860 [07:59:54.046927] Epoch: [105] [2903/2904] eta: 0:00:00 lr: 0.002356 loss: 0.1915 (0.2007) loss_rec_all: 0.2176 (0.2265) loss_rec_sfr: 0.2795 (0.2979) loss_cl: -0.2784 (-0.2788) time: 0.7450 data: 0.0001 max mem: 29860 [07:59:56.170209] Epoch: [105] Total time: 0:36:26 (0.7531 s / it) [07:59:56.171873] Averaged stats: lr: 0.002356 loss: 0.1915 (0.2036) loss_rec_all: 0.2176 (0.2271) loss_rec_sfr: 0.2795 (0.3003) loss_cl: -0.2784 (-0.2555) [07:59:56.176586] log_dir: ./checkpoint/VF2_ViT-B [08:00:12.862630] Epoch: [106] [ 0/2904] eta: 13:27:33 lr: 0.002356 loss: 0.1842 (0.1842) loss_rec_all: 0.2105 (0.2105) loss_rec_sfr: 0.2108 (0.2108) loss_cl: -0.2780 (-0.2780) time: 16.6850 data: 15.9538 max mem: 29860 [08:00:29.254952] Epoch: [106] [ 20/2904] eta: 1:15:42 lr: 0.002356 loss: 0.1908 (0.2013) loss_rec_all: 0.2167 (0.2271) loss_rec_sfr: 0.2775 (0.3011) loss_cl: -0.2789 (-0.2787) time: 0.8196 data: 0.0002 max mem: 29860 [08:00:44.129426] Epoch: [106] [ 40/2904] eta: 0:55:49 lr: 0.002356 loss: 0.1919 (0.2001) loss_rec_all: 0.2182 (0.2259) loss_rec_sfr: 0.2622 (0.2905) loss_cl: -0.2788 (-0.2789) time: 0.7437 data: 0.0002 max mem: 29860 [08:00:59.013862] Epoch: [106] [ 60/2904] eta: 0:48:49 lr: 0.002356 loss: 0.1926 (0.2004) loss_rec_all: 0.2184 (0.2262) loss_rec_sfr: 0.2865 (0.2951) loss_cl: -0.2780 (-0.2787) time: 0.7442 data: 0.0002 max mem: 29860 [08:01:13.929146] Epoch: [106] [ 80/2904] eta: 0:45:10 lr: 0.002356 loss: 0.1912 (0.1997) loss_rec_all: 0.2176 (0.2255) loss_rec_sfr: 0.2815 (0.2932) loss_cl: -0.2788 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [08:01:28.835837] Epoch: [106] [ 100/2904] eta: 0:42:52 lr: 0.002356 loss: 0.1879 (0.2009) loss_rec_all: 0.2141 (0.2267) loss_rec_sfr: 0.2445 (0.2942) loss_cl: -0.2784 (-0.2786) time: 0.7453 data: 0.0002 max mem: 29860 [08:01:43.753876] Epoch: [106] [ 120/2904] eta: 0:41:15 lr: 0.002356 loss: 0.1928 (0.2006) loss_rec_all: 0.2185 (0.2264) loss_rec_sfr: 0.2900 (0.2955) loss_cl: -0.2789 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [08:01:58.671761] Epoch: [106] [ 140/2904] eta: 0:40:01 lr: 0.002356 loss: 0.1894 (0.2011) loss_rec_all: 0.2152 (0.2269) loss_rec_sfr: 0.2911 (0.3000) loss_cl: -0.2795 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [08:02:13.590077] Epoch: [106] [ 160/2904] eta: 0:39:01 lr: 0.002356 loss: 0.1905 (0.2021) loss_rec_all: 0.2168 (0.2278) loss_rec_sfr: 0.2977 (0.3038) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [08:02:28.536433] Epoch: [106] [ 180/2904] eta: 0:38:12 lr: 0.002356 loss: 0.1850 (0.2014) loss_rec_all: 0.2110 (0.2271) loss_rec_sfr: 0.2828 (0.3032) loss_cl: -0.2777 (-0.2787) time: 0.7473 data: 0.0002 max mem: 29860 [08:02:43.454591] Epoch: [106] [ 200/2904] eta: 0:37:30 lr: 0.002356 loss: 0.1943 (0.2015) loss_rec_all: 0.2199 (0.2272) loss_rec_sfr: 0.2607 (0.3016) loss_cl: -0.2782 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [08:02:58.531054] Epoch: [106] [ 220/2904] eta: 0:36:54 lr: 0.002356 loss: 0.1940 (0.2015) loss_rec_all: 0.2199 (0.2273) loss_rec_sfr: 0.2817 (0.3014) loss_cl: -0.2789 (-0.2786) time: 0.7538 data: 0.0002 max mem: 29860 [08:03:13.453218] Epoch: [106] [ 240/2904] eta: 0:36:20 lr: 0.002356 loss: 0.1881 (0.2010) loss_rec_all: 0.2143 (0.2268) loss_rec_sfr: 0.2801 (0.3004) loss_cl: -0.2795 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [08:03:28.396187] Epoch: [106] [ 260/2904] eta: 0:35:49 lr: 0.002355 loss: 0.1928 (0.2009) loss_rec_all: 0.2192 (0.2267) loss_rec_sfr: 0.2728 (0.2998) loss_cl: -0.2793 (-0.2787) time: 0.7471 data: 0.0002 max mem: 29860 [08:03:43.314260] Epoch: [106] [ 280/2904] eta: 0:35:20 lr: 0.002355 loss: 0.1884 (0.2004) loss_rec_all: 0.2141 (0.2261) loss_rec_sfr: 0.2900 (0.2985) loss_cl: -0.2787 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [08:03:58.235675] Epoch: [106] [ 300/2904] eta: 0:34:53 lr: 0.002355 loss: 0.1977 (0.2008) loss_rec_all: 0.2239 (0.2266) loss_rec_sfr: 0.2710 (0.2994) loss_cl: -0.2782 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [08:04:13.154866] Epoch: [106] [ 320/2904] eta: 0:34:28 lr: 0.002355 loss: 0.1931 (0.2005) loss_rec_all: 0.2187 (0.2263) loss_rec_sfr: 0.2755 (0.2981) loss_cl: -0.2793 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [08:04:28.072277] Epoch: [106] [ 340/2904] eta: 0:34:04 lr: 0.002355 loss: 0.1932 (0.2009) loss_rec_all: 0.2195 (0.2267) loss_rec_sfr: 0.2771 (0.2996) loss_cl: -0.2790 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [08:04:42.984318] Epoch: [106] [ 360/2904] eta: 0:33:41 lr: 0.002355 loss: 0.1952 (0.2011) loss_rec_all: 0.2215 (0.2269) loss_rec_sfr: 0.2837 (0.3005) loss_cl: -0.2787 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [08:04:57.913498] Epoch: [106] [ 380/2904] eta: 0:33:18 lr: 0.002355 loss: 0.1904 (0.2011) loss_rec_all: 0.2163 (0.2268) loss_rec_sfr: 0.2830 (0.3001) loss_cl: -0.2787 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [08:05:12.835079] Epoch: [106] [ 400/2904] eta: 0:32:57 lr: 0.002355 loss: 0.1911 (0.2010) loss_rec_all: 0.2170 (0.2268) loss_rec_sfr: 0.2771 (0.3003) loss_cl: -0.2792 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [08:05:27.760546] Epoch: [106] [ 420/2904] eta: 0:32:36 lr: 0.002355 loss: 0.1910 (0.2012) loss_rec_all: 0.2170 (0.2270) loss_rec_sfr: 0.2672 (0.3009) loss_cl: -0.2786 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [08:05:42.681551] Epoch: [106] [ 440/2904] eta: 0:32:15 lr: 0.002355 loss: 0.1918 (0.2012) loss_rec_all: 0.2183 (0.2270) loss_rec_sfr: 0.2769 (0.3006) loss_cl: -0.2791 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [08:05:57.595014] Epoch: [106] [ 460/2904] eta: 0:31:55 lr: 0.002355 loss: 0.1883 (0.2010) loss_rec_all: 0.2142 (0.2268) loss_rec_sfr: 0.2790 (0.3001) loss_cl: -0.2790 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [08:06:12.511891] Epoch: [106] [ 480/2904] eta: 0:31:36 lr: 0.002355 loss: 0.1901 (0.2012) loss_rec_all: 0.2163 (0.2269) loss_rec_sfr: 0.2775 (0.3007) loss_cl: -0.2796 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [08:06:27.432459] Epoch: [106] [ 500/2904] eta: 0:31:17 lr: 0.002355 loss: 0.1931 (0.2011) loss_rec_all: 0.2194 (0.2269) loss_rec_sfr: 0.2711 (0.3001) loss_cl: -0.2784 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [08:06:42.355790] Epoch: [106] [ 520/2904] eta: 0:30:58 lr: 0.002355 loss: 0.1885 (0.2013) loss_rec_all: 0.2143 (0.2270) loss_rec_sfr: 0.2872 (0.3009) loss_cl: -0.2772 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [08:06:57.281090] Epoch: [106] [ 540/2904] eta: 0:30:39 lr: 0.002355 loss: 0.1928 (0.2017) loss_rec_all: 0.2186 (0.2274) loss_rec_sfr: 0.2891 (0.3021) loss_cl: -0.2782 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [08:07:12.199625] Epoch: [106] [ 560/2904] eta: 0:30:21 lr: 0.002355 loss: 0.1910 (0.2015) loss_rec_all: 0.2167 (0.2272) loss_rec_sfr: 0.2651 (0.3011) loss_cl: -0.2788 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [08:07:27.119095] Epoch: [106] [ 580/2904] eta: 0:30:03 lr: 0.002355 loss: 0.1894 (0.2013) loss_rec_all: 0.2156 (0.2271) loss_rec_sfr: 0.2725 (0.3003) loss_cl: -0.2798 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [08:07:42.040166] Epoch: [106] [ 600/2904] eta: 0:29:45 lr: 0.002355 loss: 0.1934 (0.2014) loss_rec_all: 0.2192 (0.2272) loss_rec_sfr: 0.2868 (0.3008) loss_cl: -0.2796 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [08:07:56.966540] Epoch: [106] [ 620/2904] eta: 0:29:28 lr: 0.002355 loss: 0.1939 (0.2015) loss_rec_all: 0.2202 (0.2273) loss_rec_sfr: 0.2837 (0.3012) loss_cl: -0.2796 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [08:08:11.886092] Epoch: [106] [ 640/2904] eta: 0:29:10 lr: 0.002355 loss: 0.1914 (0.2014) loss_rec_all: 0.2172 (0.2272) loss_rec_sfr: 0.2764 (0.3007) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [08:08:26.804253] Epoch: [106] [ 660/2904] eta: 0:28:53 lr: 0.002355 loss: 0.1899 (0.2013) loss_rec_all: 0.2162 (0.2271) loss_rec_sfr: 0.2876 (0.3005) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [08:08:41.723210] Epoch: [106] [ 680/2904] eta: 0:28:36 lr: 0.002355 loss: 0.1941 (0.2014) loss_rec_all: 0.2200 (0.2272) loss_rec_sfr: 0.2711 (0.3008) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [08:08:56.641567] Epoch: [106] [ 700/2904] eta: 0:28:19 lr: 0.002355 loss: 0.1921 (0.2017) loss_rec_all: 0.2176 (0.2275) loss_rec_sfr: 0.2849 (0.3018) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [08:09:11.560967] Epoch: [106] [ 720/2904] eta: 0:28:02 lr: 0.002355 loss: 0.1884 (0.2016) loss_rec_all: 0.2140 (0.2274) loss_rec_sfr: 0.2654 (0.3011) loss_cl: -0.2780 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [08:09:26.481497] Epoch: [106] [ 740/2904] eta: 0:27:45 lr: 0.002355 loss: 0.1920 (0.2015) loss_rec_all: 0.2179 (0.2272) loss_rec_sfr: 0.2821 (0.3011) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [08:09:41.402948] Epoch: [106] [ 760/2904] eta: 0:27:28 lr: 0.002355 loss: 0.1975 (0.2016) loss_rec_all: 0.2235 (0.2274) loss_rec_sfr: 0.2771 (0.3013) loss_cl: -0.2785 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [08:09:56.329297] Epoch: [106] [ 780/2904] eta: 0:27:12 lr: 0.002355 loss: 0.1908 (0.2016) loss_rec_all: 0.2166 (0.2274) loss_rec_sfr: 0.2741 (0.3012) loss_cl: -0.2793 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [08:10:11.247980] Epoch: [106] [ 800/2904] eta: 0:26:55 lr: 0.002355 loss: 0.1899 (0.2016) loss_rec_all: 0.2157 (0.2273) loss_rec_sfr: 0.2792 (0.3011) loss_cl: -0.2797 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [08:10:26.170148] Epoch: [106] [ 820/2904] eta: 0:26:39 lr: 0.002355 loss: 0.1956 (0.2016) loss_rec_all: 0.2217 (0.2274) loss_rec_sfr: 0.2897 (0.3013) loss_cl: -0.2784 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [08:10:41.087547] Epoch: [106] [ 840/2904] eta: 0:26:22 lr: 0.002355 loss: 0.1886 (0.2016) loss_rec_all: 0.2142 (0.2274) loss_rec_sfr: 0.2905 (0.3015) loss_cl: -0.2780 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [08:10:56.007636] Epoch: [106] [ 860/2904] eta: 0:26:06 lr: 0.002355 loss: 0.1916 (0.2018) loss_rec_all: 0.2173 (0.2276) loss_rec_sfr: 0.2919 (0.3021) loss_cl: -0.2779 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [08:11:10.925816] Epoch: [106] [ 880/2904] eta: 0:25:50 lr: 0.002355 loss: 0.1906 (0.2018) loss_rec_all: 0.2163 (0.2276) loss_rec_sfr: 0.2966 (0.3023) loss_cl: -0.2793 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [08:11:25.840683] Epoch: [106] [ 900/2904] eta: 0:25:33 lr: 0.002355 loss: 0.1887 (0.2018) loss_rec_all: 0.2148 (0.2275) loss_rec_sfr: 0.2742 (0.3023) loss_cl: -0.2791 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [08:11:40.757995] Epoch: [106] [ 920/2904] eta: 0:25:17 lr: 0.002355 loss: 0.1930 (0.2018) loss_rec_all: 0.2190 (0.2275) loss_rec_sfr: 0.2784 (0.3022) loss_cl: -0.2790 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [08:11:55.677965] Epoch: [106] [ 940/2904] eta: 0:25:01 lr: 0.002355 loss: 0.1920 (0.2017) loss_rec_all: 0.2183 (0.2275) loss_rec_sfr: 0.2793 (0.3019) loss_cl: -0.2784 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [08:12:10.593022] Epoch: [106] [ 960/2904] eta: 0:24:45 lr: 0.002355 loss: 0.1899 (0.2017) loss_rec_all: 0.2162 (0.2275) loss_rec_sfr: 0.2778 (0.3020) loss_cl: -0.2784 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [08:12:25.511211] Epoch: [106] [ 980/2904] eta: 0:24:29 lr: 0.002355 loss: 0.1953 (0.2019) loss_rec_all: 0.2210 (0.2276) loss_rec_sfr: 0.2811 (0.3025) loss_cl: -0.2783 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [08:12:40.428834] Epoch: [106] [1000/2904] eta: 0:24:13 lr: 0.002355 loss: 0.1912 (0.2019) loss_rec_all: 0.2172 (0.2276) loss_rec_sfr: 0.2650 (0.3026) loss_cl: -0.2790 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [08:12:55.350047] Epoch: [106] [1020/2904] eta: 0:23:57 lr: 0.002355 loss: 0.1901 (0.2018) loss_rec_all: 0.2159 (0.2276) loss_rec_sfr: 0.2623 (0.3024) loss_cl: -0.2795 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [08:13:10.267206] Epoch: [106] [1040/2904] eta: 0:23:41 lr: 0.002355 loss: 0.1938 (0.2018) loss_rec_all: 0.2194 (0.2276) loss_rec_sfr: 0.2930 (0.3027) loss_cl: -0.2783 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [08:13:25.190811] Epoch: [106] [1060/2904] eta: 0:23:25 lr: 0.002355 loss: 0.1915 (0.2018) loss_rec_all: 0.2174 (0.2275) loss_rec_sfr: 0.2843 (0.3028) loss_cl: -0.2792 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [08:13:40.115027] Epoch: [106] [1080/2904] eta: 0:23:10 lr: 0.002355 loss: 0.1913 (0.2020) loss_rec_all: 0.2174 (0.2277) loss_rec_sfr: 0.2420 (0.3029) loss_cl: -0.2781 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [08:13:55.033758] Epoch: [106] [1100/2904] eta: 0:22:54 lr: 0.002355 loss: 0.1905 (0.2019) loss_rec_all: 0.2162 (0.2277) loss_rec_sfr: 0.2778 (0.3027) loss_cl: -0.2774 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [08:14:09.952142] Epoch: [106] [1120/2904] eta: 0:22:38 lr: 0.002355 loss: 0.1944 (0.2020) loss_rec_all: 0.2208 (0.2277) loss_rec_sfr: 0.2626 (0.3026) loss_cl: -0.2793 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [08:14:24.873014] Epoch: [106] [1140/2904] eta: 0:22:22 lr: 0.002355 loss: 0.1958 (0.2022) loss_rec_all: 0.2223 (0.2279) loss_rec_sfr: 0.2891 (0.3032) loss_cl: -0.2799 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [08:14:39.796893] Epoch: [106] [1160/2904] eta: 0:22:07 lr: 0.002355 loss: 0.1895 (0.2022) loss_rec_all: 0.2153 (0.2279) loss_rec_sfr: 0.2748 (0.3031) loss_cl: -0.2790 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [08:14:54.718429] Epoch: [106] [1180/2904] eta: 0:21:51 lr: 0.002355 loss: 0.1911 (0.2023) loss_rec_all: 0.2172 (0.2280) loss_rec_sfr: 0.2841 (0.3035) loss_cl: -0.2782 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [08:15:09.635063] Epoch: [106] [1200/2904] eta: 0:21:35 lr: 0.002355 loss: 0.1866 (0.2022) loss_rec_all: 0.2128 (0.2279) loss_rec_sfr: 0.2545 (0.3033) loss_cl: -0.2772 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [08:15:24.556791] Epoch: [106] [1220/2904] eta: 0:21:20 lr: 0.002355 loss: 0.1892 (0.2021) loss_rec_all: 0.2152 (0.2278) loss_rec_sfr: 0.2709 (0.3030) loss_cl: -0.2784 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [08:15:39.481270] Epoch: [106] [1240/2904] eta: 0:21:04 lr: 0.002355 loss: 0.1966 (0.2022) loss_rec_all: 0.2228 (0.2280) loss_rec_sfr: 0.2851 (0.3034) loss_cl: -0.2793 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [08:15:54.403445] Epoch: [106] [1260/2904] eta: 0:20:49 lr: 0.002355 loss: 0.1905 (0.2021) loss_rec_all: 0.2166 (0.2278) loss_rec_sfr: 0.2783 (0.3030) loss_cl: -0.2788 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [08:16:09.325889] Epoch: [106] [1280/2904] eta: 0:20:33 lr: 0.002355 loss: 0.1894 (0.2021) loss_rec_all: 0.2155 (0.2279) loss_rec_sfr: 0.2788 (0.3031) loss_cl: -0.2797 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [08:16:24.245030] Epoch: [106] [1300/2904] eta: 0:20:18 lr: 0.002355 loss: 0.1956 (0.2022) loss_rec_all: 0.2213 (0.2279) loss_rec_sfr: 0.2814 (0.3032) loss_cl: -0.2784 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [08:16:39.161764] Epoch: [106] [1320/2904] eta: 0:20:02 lr: 0.002355 loss: 0.1909 (0.2023) loss_rec_all: 0.2165 (0.2280) loss_rec_sfr: 0.2689 (0.3033) loss_cl: -0.2786 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [08:16:54.075122] Epoch: [106] [1340/2904] eta: 0:19:47 lr: 0.002355 loss: 0.1886 (0.2021) loss_rec_all: 0.2149 (0.2279) loss_rec_sfr: 0.2759 (0.3029) loss_cl: -0.2782 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [08:17:08.994133] Epoch: [106] [1360/2904] eta: 0:19:31 lr: 0.002355 loss: 0.1903 (0.2020) loss_rec_all: 0.2164 (0.2278) loss_rec_sfr: 0.2810 (0.3024) loss_cl: -0.2790 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [08:17:23.911328] Epoch: [106] [1380/2904] eta: 0:19:16 lr: 0.002355 loss: 0.1901 (0.2019) loss_rec_all: 0.2160 (0.2277) loss_rec_sfr: 0.2756 (0.3022) loss_cl: -0.2790 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [08:17:38.831867] Epoch: [106] [1400/2904] eta: 0:19:00 lr: 0.002355 loss: 0.1888 (0.2019) loss_rec_all: 0.2147 (0.2277) loss_rec_sfr: 0.2789 (0.3023) loss_cl: -0.2787 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [08:17:53.755616] Epoch: [106] [1420/2904] eta: 0:18:45 lr: 0.002355 loss: 0.1883 (0.2020) loss_rec_all: 0.2146 (0.2277) loss_rec_sfr: 0.2886 (0.3025) loss_cl: -0.2789 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [08:18:08.673055] Epoch: [106] [1440/2904] eta: 0:18:29 lr: 0.002355 loss: 0.1858 (0.2018) loss_rec_all: 0.2115 (0.2275) loss_rec_sfr: 0.2539 (0.3020) loss_cl: -0.2788 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [08:18:23.596988] Epoch: [106] [1460/2904] eta: 0:18:14 lr: 0.002355 loss: 0.1920 (0.2018) loss_rec_all: 0.2180 (0.2275) loss_rec_sfr: 0.2959 (0.3020) loss_cl: -0.2789 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [08:18:38.523286] Epoch: [106] [1480/2904] eta: 0:17:59 lr: 0.002355 loss: 0.1900 (0.2018) loss_rec_all: 0.2159 (0.2275) loss_rec_sfr: 0.2764 (0.3019) loss_cl: -0.2795 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [08:18:53.446212] Epoch: [106] [1500/2904] eta: 0:17:43 lr: 0.002355 loss: 0.1902 (0.2017) loss_rec_all: 0.2162 (0.2274) loss_rec_sfr: 0.2747 (0.3017) loss_cl: -0.2790 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [08:19:08.369268] Epoch: [106] [1520/2904] eta: 0:17:28 lr: 0.002355 loss: 0.1908 (0.2017) loss_rec_all: 0.2163 (0.2275) loss_rec_sfr: 0.3065 (0.3020) loss_cl: -0.2782 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [08:19:23.292570] Epoch: [106] [1540/2904] eta: 0:17:13 lr: 0.002355 loss: 0.1943 (0.2018) loss_rec_all: 0.2206 (0.2276) loss_rec_sfr: 0.2894 (0.3022) loss_cl: -0.2779 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [08:19:38.209349] Epoch: [106] [1560/2904] eta: 0:16:57 lr: 0.002355 loss: 0.1946 (0.2020) loss_rec_all: 0.2207 (0.2277) loss_rec_sfr: 0.2841 (0.3027) loss_cl: -0.2794 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [08:19:53.125620] Epoch: [106] [1580/2904] eta: 0:16:42 lr: 0.002355 loss: 0.1914 (0.2020) loss_rec_all: 0.2171 (0.2278) loss_rec_sfr: 0.2735 (0.3028) loss_cl: -0.2791 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [08:20:08.043399] Epoch: [106] [1600/2904] eta: 0:16:27 lr: 0.002355 loss: 0.1874 (0.2019) loss_rec_all: 0.2132 (0.2277) loss_rec_sfr: 0.2801 (0.3025) loss_cl: -0.2786 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [08:20:22.959092] Epoch: [106] [1620/2904] eta: 0:16:11 lr: 0.002355 loss: 0.1912 (0.2019) loss_rec_all: 0.2172 (0.2277) loss_rec_sfr: 0.2695 (0.3025) loss_cl: -0.2775 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [08:20:37.875138] Epoch: [106] [1640/2904] eta: 0:15:56 lr: 0.002355 loss: 0.1909 (0.2019) loss_rec_all: 0.2170 (0.2277) loss_rec_sfr: 0.2755 (0.3023) loss_cl: -0.2794 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [08:20:52.787644] Epoch: [106] [1660/2904] eta: 0:15:41 lr: 0.002355 loss: 0.1912 (0.2020) loss_rec_all: 0.2173 (0.2277) loss_rec_sfr: 0.2713 (0.3023) loss_cl: -0.2804 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [08:21:07.699936] Epoch: [106] [1680/2904] eta: 0:15:25 lr: 0.002355 loss: 0.1912 (0.2020) loss_rec_all: 0.2173 (0.2277) loss_rec_sfr: 0.2805 (0.3023) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [08:21:22.612901] Epoch: [106] [1700/2904] eta: 0:15:10 lr: 0.002355 loss: 0.1878 (0.2020) loss_rec_all: 0.2137 (0.2277) loss_rec_sfr: 0.2494 (0.3023) loss_cl: -0.2781 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [08:21:37.523336] Epoch: [106] [1720/2904] eta: 0:14:55 lr: 0.002355 loss: 0.1899 (0.2019) loss_rec_all: 0.2158 (0.2277) loss_rec_sfr: 0.2602 (0.3020) loss_cl: -0.2781 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [08:21:52.440194] Epoch: [106] [1740/2904] eta: 0:14:39 lr: 0.002355 loss: 0.1930 (0.2019) loss_rec_all: 0.2188 (0.2277) loss_rec_sfr: 0.2949 (0.3021) loss_cl: -0.2787 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [08:22:07.352675] Epoch: [106] [1760/2904] eta: 0:14:24 lr: 0.002355 loss: 0.1891 (0.2019) loss_rec_all: 0.2152 (0.2277) loss_rec_sfr: 0.2925 (0.3021) loss_cl: -0.2793 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [08:22:22.273169] Epoch: [106] [1780/2904] eta: 0:14:09 lr: 0.002355 loss: 0.1879 (0.2019) loss_rec_all: 0.2139 (0.2277) loss_rec_sfr: 0.2862 (0.3022) loss_cl: -0.2790 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [08:22:37.183289] Epoch: [106] [1800/2904] eta: 0:13:54 lr: 0.002355 loss: 0.1940 (0.2021) loss_rec_all: 0.2199 (0.2278) loss_rec_sfr: 0.2838 (0.3028) loss_cl: -0.2781 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [08:22:52.101420] Epoch: [106] [1820/2904] eta: 0:13:39 lr: 0.002355 loss: 0.1904 (0.2020) loss_rec_all: 0.2164 (0.2278) loss_rec_sfr: 0.2826 (0.3026) loss_cl: -0.2787 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [08:23:07.016531] Epoch: [106] [1840/2904] eta: 0:13:23 lr: 0.002355 loss: 0.1883 (0.2020) loss_rec_all: 0.2142 (0.2278) loss_rec_sfr: 0.2767 (0.3027) loss_cl: -0.2796 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [08:23:21.928902] Epoch: [106] [1860/2904] eta: 0:13:08 lr: 0.002355 loss: 0.1905 (0.2021) loss_rec_all: 0.2163 (0.2278) loss_rec_sfr: 0.2947 (0.3030) loss_cl: -0.2789 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [08:23:36.841781] Epoch: [106] [1880/2904] eta: 0:12:53 lr: 0.002355 loss: 0.1919 (0.2021) loss_rec_all: 0.2177 (0.2278) loss_rec_sfr: 0.2866 (0.3031) loss_cl: -0.2789 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [08:23:51.756932] Epoch: [106] [1900/2904] eta: 0:12:38 lr: 0.002355 loss: 0.1886 (0.2020) loss_rec_all: 0.2146 (0.2277) loss_rec_sfr: 0.2474 (0.3028) loss_cl: -0.2789 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [08:24:06.675498] Epoch: [106] [1920/2904] eta: 0:12:22 lr: 0.002355 loss: 0.1914 (0.2020) loss_rec_all: 0.2172 (0.2278) loss_rec_sfr: 0.2908 (0.3029) loss_cl: -0.2798 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [08:24:21.598849] Epoch: [106] [1940/2904] eta: 0:12:07 lr: 0.002355 loss: 0.1886 (0.2020) loss_rec_all: 0.2146 (0.2278) loss_rec_sfr: 0.2760 (0.3028) loss_cl: -0.2795 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [08:24:36.513962] Epoch: [106] [1960/2904] eta: 0:11:52 lr: 0.002355 loss: 0.1918 (0.2020) loss_rec_all: 0.2175 (0.2277) loss_rec_sfr: 0.2715 (0.3027) loss_cl: -0.2776 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [08:24:51.429553] Epoch: [106] [1980/2904] eta: 0:11:37 lr: 0.002355 loss: 0.1913 (0.2021) loss_rec_all: 0.2169 (0.2278) loss_rec_sfr: 0.2983 (0.3031) loss_cl: -0.2784 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [08:25:06.347435] Epoch: [106] [2000/2904] eta: 0:11:22 lr: 0.002355 loss: 0.1921 (0.2021) loss_rec_all: 0.2182 (0.2278) loss_rec_sfr: 0.2870 (0.3032) loss_cl: -0.2797 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [08:25:21.280996] Epoch: [106] [2020/2904] eta: 0:11:07 lr: 0.002355 loss: 0.1875 (0.2020) loss_rec_all: 0.2140 (0.2278) loss_rec_sfr: 0.2751 (0.3030) loss_cl: -0.2788 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [08:25:36.200209] Epoch: [106] [2040/2904] eta: 0:10:51 lr: 0.002355 loss: 0.1987 (0.2022) loss_rec_all: 0.2247 (0.2279) loss_rec_sfr: 0.2940 (0.3035) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [08:25:51.112637] Epoch: [106] [2060/2904] eta: 0:10:36 lr: 0.002355 loss: 0.1912 (0.2022) loss_rec_all: 0.2173 (0.2280) loss_rec_sfr: 0.2870 (0.3036) loss_cl: -0.2784 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [08:26:06.031520] Epoch: [106] [2080/2904] eta: 0:10:21 lr: 0.002355 loss: 0.1904 (0.2022) loss_rec_all: 0.2169 (0.2279) loss_rec_sfr: 0.2933 (0.3035) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [08:26:20.946700] Epoch: [106] [2100/2904] eta: 0:10:06 lr: 0.002355 loss: 0.1886 (0.2021) loss_rec_all: 0.2144 (0.2278) loss_rec_sfr: 0.2756 (0.3033) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [08:26:35.868578] Epoch: [106] [2120/2904] eta: 0:09:51 lr: 0.002355 loss: 0.1931 (0.2021) loss_rec_all: 0.2187 (0.2278) loss_rec_sfr: 0.2832 (0.3033) loss_cl: -0.2782 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [08:26:50.781568] Epoch: [106] [2140/2904] eta: 0:09:36 lr: 0.002355 loss: 0.1924 (0.2021) loss_rec_all: 0.2180 (0.2279) loss_rec_sfr: 0.2787 (0.3034) loss_cl: -0.2786 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [08:27:05.704064] Epoch: [106] [2160/2904] eta: 0:09:20 lr: 0.002355 loss: 0.1918 (0.2021) loss_rec_all: 0.2174 (0.2278) loss_rec_sfr: 0.2915 (0.3033) loss_cl: -0.2788 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [08:27:20.622141] Epoch: [106] [2180/2904] eta: 0:09:05 lr: 0.002355 loss: 0.1978 (0.2022) loss_rec_all: 0.2238 (0.2279) loss_rec_sfr: 0.2801 (0.3035) loss_cl: -0.2782 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [08:27:35.537812] Epoch: [106] [2200/2904] eta: 0:08:50 lr: 0.002355 loss: 0.1928 (0.2022) loss_rec_all: 0.2187 (0.2280) loss_rec_sfr: 0.2789 (0.3036) loss_cl: -0.2789 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [08:27:50.451838] Epoch: [106] [2220/2904] eta: 0:08:35 lr: 0.002355 loss: 0.1884 (0.2022) loss_rec_all: 0.2143 (0.2279) loss_rec_sfr: 0.2696 (0.3034) loss_cl: -0.2795 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [08:28:05.368128] Epoch: [106] [2240/2904] eta: 0:08:20 lr: 0.002355 loss: 0.1887 (0.2022) loss_rec_all: 0.2145 (0.2279) loss_rec_sfr: 0.2947 (0.3035) loss_cl: -0.2787 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [08:28:20.277551] Epoch: [106] [2260/2904] eta: 0:08:05 lr: 0.002355 loss: 0.1916 (0.2021) loss_rec_all: 0.2179 (0.2279) loss_rec_sfr: 0.2868 (0.3034) loss_cl: -0.2781 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [08:28:35.192272] Epoch: [106] [2280/2904] eta: 0:07:50 lr: 0.002355 loss: 0.1921 (0.2021) loss_rec_all: 0.2184 (0.2278) loss_rec_sfr: 0.2950 (0.3034) loss_cl: -0.2783 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [08:28:50.107567] Epoch: [106] [2300/2904] eta: 0:07:35 lr: 0.002355 loss: 0.1896 (0.2021) loss_rec_all: 0.2154 (0.2279) loss_rec_sfr: 0.2813 (0.3035) loss_cl: -0.2791 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [08:29:05.023846] Epoch: [106] [2320/2904] eta: 0:07:20 lr: 0.002355 loss: 0.1907 (0.2020) loss_rec_all: 0.2166 (0.2278) loss_rec_sfr: 0.2504 (0.3032) loss_cl: -0.2804 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [08:29:19.947334] Epoch: [106] [2340/2904] eta: 0:07:04 lr: 0.002355 loss: 0.1936 (0.2021) loss_rec_all: 0.2196 (0.2278) loss_rec_sfr: 0.2882 (0.3034) loss_cl: -0.2791 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [08:29:34.864966] Epoch: [106] [2360/2904] eta: 0:06:49 lr: 0.002355 loss: 0.1983 (0.2021) loss_rec_all: 0.2242 (0.2278) loss_rec_sfr: 0.2738 (0.3033) loss_cl: -0.2782 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [08:29:49.773854] Epoch: [106] [2380/2904] eta: 0:06:34 lr: 0.002355 loss: 0.1894 (0.2021) loss_rec_all: 0.2155 (0.2278) loss_rec_sfr: 0.2587 (0.3033) loss_cl: -0.2782 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [08:30:04.685999] Epoch: [106] [2400/2904] eta: 0:06:19 lr: 0.002355 loss: 0.1932 (0.2021) loss_rec_all: 0.2191 (0.2278) loss_rec_sfr: 0.2743 (0.3031) loss_cl: -0.2787 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [08:30:19.602314] Epoch: [106] [2420/2904] eta: 0:06:04 lr: 0.002354 loss: 0.1859 (0.2020) loss_rec_all: 0.2120 (0.2277) loss_rec_sfr: 0.2504 (0.3028) loss_cl: -0.2795 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [08:30:34.514428] Epoch: [106] [2440/2904] eta: 0:05:49 lr: 0.002354 loss: 0.1879 (0.2019) loss_rec_all: 0.2140 (0.2276) loss_rec_sfr: 0.2824 (0.3026) loss_cl: -0.2795 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [08:30:49.429602] Epoch: [106] [2460/2904] eta: 0:05:34 lr: 0.002354 loss: 0.1908 (0.2018) loss_rec_all: 0.2169 (0.2276) loss_rec_sfr: 0.2511 (0.3024) loss_cl: -0.2785 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [08:31:04.345872] Epoch: [106] [2480/2904] eta: 0:05:19 lr: 0.002354 loss: 0.1888 (0.2018) loss_rec_all: 0.2150 (0.2276) loss_rec_sfr: 0.2802 (0.3024) loss_cl: -0.2788 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [08:31:19.262974] Epoch: [106] [2500/2904] eta: 0:05:04 lr: 0.002354 loss: 0.1928 (0.2018) loss_rec_all: 0.2186 (0.2276) loss_rec_sfr: 0.2664 (0.3024) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [08:31:34.176827] Epoch: [106] [2520/2904] eta: 0:04:49 lr: 0.002354 loss: 0.1921 (0.2018) loss_rec_all: 0.2184 (0.2276) loss_rec_sfr: 0.2935 (0.3024) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [08:31:49.091279] Epoch: [106] [2540/2904] eta: 0:04:34 lr: 0.002354 loss: 0.1883 (0.2018) loss_rec_all: 0.2143 (0.2276) loss_rec_sfr: 0.2828 (0.3023) loss_cl: -0.2797 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [08:32:04.007280] Epoch: [106] [2560/2904] eta: 0:04:18 lr: 0.002354 loss: 0.1916 (0.2018) loss_rec_all: 0.2178 (0.2276) loss_rec_sfr: 0.2836 (0.3023) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [08:32:18.921196] Epoch: [106] [2580/2904] eta: 0:04:03 lr: 0.002354 loss: 0.1881 (0.2018) loss_rec_all: 0.2144 (0.2275) loss_rec_sfr: 0.2679 (0.3022) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [08:32:33.833385] Epoch: [106] [2600/2904] eta: 0:03:48 lr: 0.002354 loss: 0.1904 (0.2018) loss_rec_all: 0.2166 (0.2275) loss_rec_sfr: 0.2781 (0.3022) loss_cl: -0.2798 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [08:32:48.745895] Epoch: [106] [2620/2904] eta: 0:03:33 lr: 0.002354 loss: 0.1985 (0.2018) loss_rec_all: 0.2242 (0.2276) loss_rec_sfr: 0.2891 (0.3023) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [08:33:03.667690] Epoch: [106] [2640/2904] eta: 0:03:18 lr: 0.002354 loss: 0.1937 (0.2019) loss_rec_all: 0.2195 (0.2276) loss_rec_sfr: 0.2837 (0.3025) loss_cl: -0.2790 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [08:33:18.590477] Epoch: [106] [2660/2904] eta: 0:03:03 lr: 0.002354 loss: 0.1892 (0.2018) loss_rec_all: 0.2152 (0.2276) loss_rec_sfr: 0.2801 (0.3024) loss_cl: -0.2787 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [08:33:33.510505] Epoch: [106] [2680/2904] eta: 0:02:48 lr: 0.002354 loss: 0.1927 (0.2019) loss_rec_all: 0.2189 (0.2277) loss_rec_sfr: 0.2937 (0.3026) loss_cl: -0.2781 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [08:33:48.433366] Epoch: [106] [2700/2904] eta: 0:02:33 lr: 0.002354 loss: 0.1910 (0.2019) loss_rec_all: 0.2168 (0.2276) loss_rec_sfr: 0.2778 (0.3026) loss_cl: -0.2776 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [08:34:03.354109] Epoch: [106] [2720/2904] eta: 0:02:18 lr: 0.002354 loss: 0.1896 (0.2019) loss_rec_all: 0.2156 (0.2277) loss_rec_sfr: 0.2860 (0.3026) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [08:34:18.265269] Epoch: [106] [2740/2904] eta: 0:02:03 lr: 0.002354 loss: 0.1910 (0.2020) loss_rec_all: 0.2168 (0.2277) loss_rec_sfr: 0.3018 (0.3028) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [08:34:33.176036] Epoch: [106] [2760/2904] eta: 0:01:48 lr: 0.002354 loss: 0.1916 (0.2019) loss_rec_all: 0.2177 (0.2277) loss_rec_sfr: 0.2688 (0.3028) loss_cl: -0.2785 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [08:34:48.087539] Epoch: [106] [2780/2904] eta: 0:01:33 lr: 0.002354 loss: 0.1910 (0.2020) loss_rec_all: 0.2174 (0.2277) loss_rec_sfr: 0.2954 (0.3028) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [08:35:02.997577] Epoch: [106] [2800/2904] eta: 0:01:18 lr: 0.002354 loss: 0.1900 (0.2020) loss_rec_all: 0.2163 (0.2278) loss_rec_sfr: 0.2723 (0.3028) loss_cl: -0.2794 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [08:35:17.908197] Epoch: [106] [2820/2904] eta: 0:01:03 lr: 0.002354 loss: 0.1889 (0.2020) loss_rec_all: 0.2149 (0.2277) loss_rec_sfr: 0.2837 (0.3027) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [08:35:32.852852] Epoch: [106] [2840/2904] eta: 0:00:48 lr: 0.002354 loss: 0.1896 (0.2019) loss_rec_all: 0.2153 (0.2277) loss_rec_sfr: 0.2750 (0.3027) loss_cl: -0.2788 (-0.2788) time: 0.7472 data: 0.0025 max mem: 29860 [08:35:47.752143] Epoch: [106] [2860/2904] eta: 0:00:33 lr: 0.002354 loss: 0.1918 (0.2019) loss_rec_all: 0.2177 (0.2277) loss_rec_sfr: 0.2755 (0.3025) loss_cl: -0.2784 (-0.2788) time: 0.7449 data: 0.0001 max mem: 29860 [08:36:02.648052] Epoch: [106] [2880/2904] eta: 0:00:18 lr: 0.002354 loss: 0.1921 (0.2019) loss_rec_all: 0.2179 (0.2276) loss_rec_sfr: 0.2735 (0.3024) loss_cl: -0.2789 (-0.2788) time: 0.7448 data: 0.0001 max mem: 29860 [08:36:17.545493] Epoch: [106] [2900/2904] eta: 0:00:03 lr: 0.002354 loss: 0.1953 (0.2019) loss_rec_all: 0.2212 (0.2277) loss_rec_sfr: 0.2817 (0.3025) loss_cl: -0.2794 (-0.2788) time: 0.7448 data: 0.0001 max mem: 29860 [08:36:19.787583] Epoch: [106] [2903/2904] eta: 0:00:00 lr: 0.002354 loss: 0.1948 (0.2019) loss_rec_all: 0.2205 (0.2277) loss_rec_sfr: 0.2868 (0.3025) loss_cl: -0.2790 (-0.2788) time: 0.7448 data: 0.0001 max mem: 29860 [08:36:21.883025] Epoch: [106] Total time: 0:36:25 (0.7527 s / it) [08:36:21.891473] Averaged stats: lr: 0.002354 loss: 0.1948 (0.2035) loss_rec_all: 0.2205 (0.2270) loss_rec_sfr: 0.2868 (0.3004) loss_cl: -0.2790 (-0.2555) [08:36:21.896157] log_dir: ./checkpoint/VF2_ViT-B [08:36:38.543609] Epoch: [107] [ 0/2904] eta: 13:25:41 lr: 0.002354 loss: 0.1893 (0.1893) loss_rec_all: 0.2157 (0.2157) loss_rec_sfr: 0.2102 (0.2102) loss_cl: -0.2787 (-0.2787) time: 16.6464 data: 14.7556 max mem: 29860 [08:36:55.362762] Epoch: [107] [ 20/2904] eta: 1:16:35 lr: 0.002354 loss: 0.1906 (0.2013) loss_rec_all: 0.2167 (0.2271) loss_rec_sfr: 0.2718 (0.2969) loss_cl: -0.2789 (-0.2791) time: 0.8409 data: 0.0480 max mem: 29860 [08:37:10.261527] Epoch: [107] [ 40/2904] eta: 0:56:18 lr: 0.002354 loss: 0.1913 (0.2011) loss_rec_all: 0.2178 (0.2269) loss_rec_sfr: 0.2816 (0.2985) loss_cl: -0.2784 (-0.2788) time: 0.7449 data: 0.0002 max mem: 29860 [08:37:25.148683] Epoch: [107] [ 60/2904] eta: 0:49:08 lr: 0.002354 loss: 0.1882 (0.1995) loss_rec_all: 0.2145 (0.2253) loss_rec_sfr: 0.2756 (0.2929) loss_cl: -0.2787 (-0.2787) time: 0.7443 data: 0.0002 max mem: 29860 [08:37:40.048424] Epoch: [107] [ 80/2904] eta: 0:45:24 lr: 0.002354 loss: 0.1906 (0.2019) loss_rec_all: 0.2165 (0.2276) loss_rec_sfr: 0.2474 (0.2976) loss_cl: -0.2779 (-0.2785) time: 0.7449 data: 0.0002 max mem: 29860 [08:37:54.957634] Epoch: [107] [ 100/2904] eta: 0:43:03 lr: 0.002354 loss: 0.1924 (0.2004) loss_rec_all: 0.2183 (0.2263) loss_rec_sfr: 0.2663 (0.2916) loss_cl: -0.2792 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [08:38:09.873752] Epoch: [107] [ 120/2904] eta: 0:41:24 lr: 0.002354 loss: 0.1946 (0.2007) loss_rec_all: 0.2205 (0.2265) loss_rec_sfr: 0.2761 (0.2933) loss_cl: -0.2801 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [08:38:24.783729] Epoch: [107] [ 140/2904] eta: 0:40:08 lr: 0.002354 loss: 0.1916 (0.2011) loss_rec_all: 0.2173 (0.2269) loss_rec_sfr: 0.2718 (0.2951) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [08:38:39.699180] Epoch: [107] [ 160/2904] eta: 0:39:08 lr: 0.002354 loss: 0.1892 (0.2002) loss_rec_all: 0.2152 (0.2260) loss_rec_sfr: 0.2665 (0.2926) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [08:38:54.624172] Epoch: [107] [ 180/2904] eta: 0:38:18 lr: 0.002354 loss: 0.1906 (0.1998) loss_rec_all: 0.2163 (0.2256) loss_rec_sfr: 0.2729 (0.2922) loss_cl: -0.2779 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [08:39:09.569158] Epoch: [107] [ 200/2904] eta: 0:37:35 lr: 0.002354 loss: 0.1923 (0.2002) loss_rec_all: 0.2180 (0.2260) loss_rec_sfr: 0.2685 (0.2932) loss_cl: -0.2783 (-0.2787) time: 0.7472 data: 0.0002 max mem: 29860 [08:39:24.487556] Epoch: [107] [ 220/2904] eta: 0:36:57 lr: 0.002354 loss: 0.1958 (0.2007) loss_rec_all: 0.2220 (0.2266) loss_rec_sfr: 0.2758 (0.2952) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [08:39:39.399330] Epoch: [107] [ 240/2904] eta: 0:36:23 lr: 0.002354 loss: 0.1896 (0.2006) loss_rec_all: 0.2154 (0.2264) loss_rec_sfr: 0.2556 (0.2941) loss_cl: -0.2798 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [08:39:54.327379] Epoch: [107] [ 260/2904] eta: 0:35:51 lr: 0.002354 loss: 0.1884 (0.2004) loss_rec_all: 0.2146 (0.2262) loss_rec_sfr: 0.2808 (0.2945) loss_cl: -0.2788 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [08:40:09.235017] Epoch: [107] [ 280/2904] eta: 0:35:22 lr: 0.002354 loss: 0.1892 (0.2005) loss_rec_all: 0.2154 (0.2263) loss_rec_sfr: 0.2728 (0.2941) loss_cl: -0.2786 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [08:40:24.146960] Epoch: [107] [ 300/2904] eta: 0:34:55 lr: 0.002354 loss: 0.1918 (0.2004) loss_rec_all: 0.2174 (0.2263) loss_rec_sfr: 0.2847 (0.2944) loss_cl: -0.2780 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [08:40:39.062944] Epoch: [107] [ 320/2904] eta: 0:34:30 lr: 0.002354 loss: 0.1933 (0.2006) loss_rec_all: 0.2192 (0.2264) loss_rec_sfr: 0.2799 (0.2952) loss_cl: -0.2787 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [08:40:53.976405] Epoch: [107] [ 340/2904] eta: 0:34:05 lr: 0.002354 loss: 0.1950 (0.2009) loss_rec_all: 0.2211 (0.2267) loss_rec_sfr: 0.2957 (0.2963) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [08:41:08.890850] Epoch: [107] [ 360/2904] eta: 0:33:42 lr: 0.002354 loss: 0.1936 (0.2013) loss_rec_all: 0.2195 (0.2271) loss_rec_sfr: 0.2842 (0.2975) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [08:41:23.820583] Epoch: [107] [ 380/2904] eta: 0:33:20 lr: 0.002354 loss: 0.1926 (0.2011) loss_rec_all: 0.2188 (0.2269) loss_rec_sfr: 0.2770 (0.2969) loss_cl: -0.2791 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [08:41:38.736131] Epoch: [107] [ 400/2904] eta: 0:32:58 lr: 0.002354 loss: 0.1974 (0.2021) loss_rec_all: 0.2234 (0.2279) loss_rec_sfr: 0.3097 (0.3004) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [08:41:53.645731] Epoch: [107] [ 420/2904] eta: 0:32:37 lr: 0.002354 loss: 0.1933 (0.2020) loss_rec_all: 0.2194 (0.2278) loss_rec_sfr: 0.2752 (0.2998) loss_cl: -0.2780 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [08:42:08.552731] Epoch: [107] [ 440/2904] eta: 0:32:16 lr: 0.002354 loss: 0.1948 (0.2020) loss_rec_all: 0.2208 (0.2278) loss_rec_sfr: 0.2726 (0.2996) loss_cl: -0.2788 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [08:42:23.465333] Epoch: [107] [ 460/2904] eta: 0:31:56 lr: 0.002354 loss: 0.1910 (0.2020) loss_rec_all: 0.2165 (0.2278) loss_rec_sfr: 0.2840 (0.2997) loss_cl: -0.2782 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [08:42:38.370732] Epoch: [107] [ 480/2904] eta: 0:31:37 lr: 0.002354 loss: 0.1914 (0.2020) loss_rec_all: 0.2173 (0.2277) loss_rec_sfr: 0.2754 (0.2996) loss_cl: -0.2791 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [08:42:53.283151] Epoch: [107] [ 500/2904] eta: 0:31:17 lr: 0.002354 loss: 0.1902 (0.2020) loss_rec_all: 0.2161 (0.2278) loss_rec_sfr: 0.2681 (0.2995) loss_cl: -0.2795 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [08:43:08.191000] Epoch: [107] [ 520/2904] eta: 0:30:59 lr: 0.002354 loss: 0.1889 (0.2018) loss_rec_all: 0.2149 (0.2276) loss_rec_sfr: 0.2673 (0.2988) loss_cl: -0.2791 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [08:43:23.103450] Epoch: [107] [ 540/2904] eta: 0:30:40 lr: 0.002354 loss: 0.1921 (0.2020) loss_rec_all: 0.2179 (0.2278) loss_rec_sfr: 0.2935 (0.3002) loss_cl: -0.2783 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [08:43:38.022409] Epoch: [107] [ 560/2904] eta: 0:30:22 lr: 0.002354 loss: 0.1914 (0.2019) loss_rec_all: 0.2177 (0.2276) loss_rec_sfr: 0.2833 (0.2998) loss_cl: -0.2781 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [08:43:52.932167] Epoch: [107] [ 580/2904] eta: 0:30:04 lr: 0.002354 loss: 0.1883 (0.2016) loss_rec_all: 0.2144 (0.2274) loss_rec_sfr: 0.2690 (0.2991) loss_cl: -0.2788 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [08:44:07.844295] Epoch: [107] [ 600/2904] eta: 0:29:46 lr: 0.002354 loss: 0.1878 (0.2016) loss_rec_all: 0.2142 (0.2274) loss_rec_sfr: 0.2778 (0.2989) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [08:44:22.759221] Epoch: [107] [ 620/2904] eta: 0:29:28 lr: 0.002354 loss: 0.1896 (0.2019) loss_rec_all: 0.2159 (0.2277) loss_rec_sfr: 0.2932 (0.3005) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [08:44:37.668069] Epoch: [107] [ 640/2904] eta: 0:29:10 lr: 0.002354 loss: 0.1936 (0.2022) loss_rec_all: 0.2194 (0.2279) loss_rec_sfr: 0.2980 (0.3016) loss_cl: -0.2790 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [08:44:52.582300] Epoch: [107] [ 660/2904] eta: 0:28:53 lr: 0.002354 loss: 0.1872 (0.2020) loss_rec_all: 0.2135 (0.2278) loss_rec_sfr: 0.2832 (0.3014) loss_cl: -0.2783 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [08:45:07.489410] Epoch: [107] [ 680/2904] eta: 0:28:36 lr: 0.002354 loss: 0.1895 (0.2019) loss_rec_all: 0.2156 (0.2277) loss_rec_sfr: 0.2493 (0.3008) loss_cl: -0.2787 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [08:45:22.399130] Epoch: [107] [ 700/2904] eta: 0:28:19 lr: 0.002354 loss: 0.1873 (0.2018) loss_rec_all: 0.2134 (0.2276) loss_rec_sfr: 0.2654 (0.3001) loss_cl: -0.2785 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [08:45:37.314311] Epoch: [107] [ 720/2904] eta: 0:28:02 lr: 0.002354 loss: 0.1892 (0.2016) loss_rec_all: 0.2149 (0.2273) loss_rec_sfr: 0.2783 (0.2995) loss_cl: -0.2788 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [08:45:52.228175] Epoch: [107] [ 740/2904] eta: 0:27:45 lr: 0.002354 loss: 0.1895 (0.2014) loss_rec_all: 0.2151 (0.2271) loss_rec_sfr: 0.2871 (0.2992) loss_cl: -0.2795 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [08:46:07.147807] Epoch: [107] [ 760/2904] eta: 0:27:28 lr: 0.002354 loss: 0.1964 (0.2015) loss_rec_all: 0.2224 (0.2273) loss_rec_sfr: 0.2812 (0.2998) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [08:46:22.062401] Epoch: [107] [ 780/2904] eta: 0:27:12 lr: 0.002354 loss: 0.1871 (0.2014) loss_rec_all: 0.2136 (0.2272) loss_rec_sfr: 0.2703 (0.2996) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [08:46:36.983127] Epoch: [107] [ 800/2904] eta: 0:26:55 lr: 0.002354 loss: 0.1958 (0.2016) loss_rec_all: 0.2218 (0.2274) loss_rec_sfr: 0.2923 (0.3003) loss_cl: -0.2783 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [08:46:51.899914] Epoch: [107] [ 820/2904] eta: 0:26:39 lr: 0.002354 loss: 0.1899 (0.2014) loss_rec_all: 0.2158 (0.2272) loss_rec_sfr: 0.2655 (0.2997) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [08:47:06.826781] Epoch: [107] [ 840/2904] eta: 0:26:22 lr: 0.002354 loss: 0.1884 (0.2013) loss_rec_all: 0.2149 (0.2271) loss_rec_sfr: 0.2770 (0.2994) loss_cl: -0.2797 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [08:47:21.745966] Epoch: [107] [ 860/2904] eta: 0:26:06 lr: 0.002354 loss: 0.1942 (0.2015) loss_rec_all: 0.2201 (0.2273) loss_rec_sfr: 0.2844 (0.2999) loss_cl: -0.2796 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [08:47:36.659992] Epoch: [107] [ 880/2904] eta: 0:25:50 lr: 0.002354 loss: 0.1933 (0.2015) loss_rec_all: 0.2191 (0.2273) loss_rec_sfr: 0.2744 (0.3000) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [08:47:51.574652] Epoch: [107] [ 900/2904] eta: 0:25:33 lr: 0.002354 loss: 0.1928 (0.2014) loss_rec_all: 0.2186 (0.2272) loss_rec_sfr: 0.2848 (0.2997) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [08:48:06.489050] Epoch: [107] [ 920/2904] eta: 0:25:17 lr: 0.002354 loss: 0.1897 (0.2013) loss_rec_all: 0.2158 (0.2271) loss_rec_sfr: 0.2721 (0.2995) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [08:48:21.406190] Epoch: [107] [ 940/2904] eta: 0:25:01 lr: 0.002354 loss: 0.1907 (0.2013) loss_rec_all: 0.2168 (0.2270) loss_rec_sfr: 0.2829 (0.2993) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [08:48:36.320304] Epoch: [107] [ 960/2904] eta: 0:24:45 lr: 0.002354 loss: 0.1895 (0.2013) loss_rec_all: 0.2156 (0.2271) loss_rec_sfr: 0.2758 (0.2993) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [08:48:51.237944] Epoch: [107] [ 980/2904] eta: 0:24:29 lr: 0.002354 loss: 0.1900 (0.2012) loss_rec_all: 0.2158 (0.2270) loss_rec_sfr: 0.2904 (0.2993) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [08:49:06.156416] Epoch: [107] [1000/2904] eta: 0:24:13 lr: 0.002354 loss: 0.1945 (0.2015) loss_rec_all: 0.2205 (0.2272) loss_rec_sfr: 0.2942 (0.3000) loss_cl: -0.2784 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [08:49:21.071085] Epoch: [107] [1020/2904] eta: 0:23:57 lr: 0.002354 loss: 0.1959 (0.2016) loss_rec_all: 0.2216 (0.2274) loss_rec_sfr: 0.2788 (0.3006) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [08:49:35.986589] Epoch: [107] [1040/2904] eta: 0:23:41 lr: 0.002354 loss: 0.1892 (0.2016) loss_rec_all: 0.2156 (0.2273) loss_rec_sfr: 0.2581 (0.3004) loss_cl: -0.2784 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [08:49:50.897437] Epoch: [107] [1060/2904] eta: 0:23:25 lr: 0.002354 loss: 0.1908 (0.2015) loss_rec_all: 0.2168 (0.2273) loss_rec_sfr: 0.2709 (0.3003) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [08:50:05.807574] Epoch: [107] [1080/2904] eta: 0:23:10 lr: 0.002354 loss: 0.1926 (0.2017) loss_rec_all: 0.2185 (0.2274) loss_rec_sfr: 0.2825 (0.3006) loss_cl: -0.2792 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [08:50:20.716563] Epoch: [107] [1100/2904] eta: 0:22:54 lr: 0.002354 loss: 0.1899 (0.2017) loss_rec_all: 0.2158 (0.2274) loss_rec_sfr: 0.2885 (0.3008) loss_cl: -0.2782 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [08:50:35.624678] Epoch: [107] [1120/2904] eta: 0:22:38 lr: 0.002354 loss: 0.1907 (0.2016) loss_rec_all: 0.2169 (0.2274) loss_rec_sfr: 0.2800 (0.3007) loss_cl: -0.2785 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [08:50:50.544071] Epoch: [107] [1140/2904] eta: 0:22:22 lr: 0.002354 loss: 0.1907 (0.2015) loss_rec_all: 0.2165 (0.2273) loss_rec_sfr: 0.2881 (0.3005) loss_cl: -0.2788 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [08:51:05.457886] Epoch: [107] [1160/2904] eta: 0:22:07 lr: 0.002354 loss: 0.1926 (0.2015) loss_rec_all: 0.2185 (0.2272) loss_rec_sfr: 0.2754 (0.3003) loss_cl: -0.2796 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [08:51:20.374090] Epoch: [107] [1180/2904] eta: 0:21:51 lr: 0.002354 loss: 0.1909 (0.2014) loss_rec_all: 0.2167 (0.2271) loss_rec_sfr: 0.2780 (0.3000) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [08:51:35.289747] Epoch: [107] [1200/2904] eta: 0:21:35 lr: 0.002354 loss: 0.1880 (0.2013) loss_rec_all: 0.2141 (0.2271) loss_rec_sfr: 0.2407 (0.2997) loss_cl: -0.2781 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [08:51:50.209102] Epoch: [107] [1220/2904] eta: 0:21:20 lr: 0.002354 loss: 0.1906 (0.2013) loss_rec_all: 0.2165 (0.2271) loss_rec_sfr: 0.2790 (0.2997) loss_cl: -0.2782 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [08:52:05.122643] Epoch: [107] [1240/2904] eta: 0:21:04 lr: 0.002354 loss: 0.1935 (0.2015) loss_rec_all: 0.2197 (0.2272) loss_rec_sfr: 0.2910 (0.3002) loss_cl: -0.2797 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [08:52:20.033971] Epoch: [107] [1260/2904] eta: 0:20:49 lr: 0.002354 loss: 0.1937 (0.2015) loss_rec_all: 0.2194 (0.2272) loss_rec_sfr: 0.2789 (0.3001) loss_cl: -0.2800 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [08:52:34.945761] Epoch: [107] [1280/2904] eta: 0:20:33 lr: 0.002354 loss: 0.1902 (0.2015) loss_rec_all: 0.2163 (0.2273) loss_rec_sfr: 0.2706 (0.3001) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [08:52:49.856545] Epoch: [107] [1300/2904] eta: 0:20:17 lr: 0.002354 loss: 0.1905 (0.2014) loss_rec_all: 0.2164 (0.2271) loss_rec_sfr: 0.2728 (0.2998) loss_cl: -0.2785 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [08:53:04.769474] Epoch: [107] [1320/2904] eta: 0:20:02 lr: 0.002354 loss: 0.1928 (0.2014) loss_rec_all: 0.2189 (0.2272) loss_rec_sfr: 0.2785 (0.3000) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [08:53:19.684512] Epoch: [107] [1340/2904] eta: 0:19:46 lr: 0.002354 loss: 0.1926 (0.2015) loss_rec_all: 0.2187 (0.2273) loss_rec_sfr: 0.2850 (0.3004) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [08:53:34.601020] Epoch: [107] [1360/2904] eta: 0:19:31 lr: 0.002354 loss: 0.1877 (0.2017) loss_rec_all: 0.2138 (0.2275) loss_rec_sfr: 0.3058 (0.3011) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [08:53:49.517123] Epoch: [107] [1380/2904] eta: 0:19:16 lr: 0.002354 loss: 0.1925 (0.2017) loss_rec_all: 0.2182 (0.2274) loss_rec_sfr: 0.2801 (0.3010) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [08:54:04.429053] Epoch: [107] [1400/2904] eta: 0:19:00 lr: 0.002354 loss: 0.1913 (0.2018) loss_rec_all: 0.2173 (0.2275) loss_rec_sfr: 0.2882 (0.3014) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [08:54:19.343483] Epoch: [107] [1420/2904] eta: 0:18:45 lr: 0.002354 loss: 0.1880 (0.2016) loss_rec_all: 0.2134 (0.2273) loss_rec_sfr: 0.2765 (0.3008) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [08:54:34.255388] Epoch: [107] [1440/2904] eta: 0:18:29 lr: 0.002354 loss: 0.1952 (0.2016) loss_rec_all: 0.2209 (0.2274) loss_rec_sfr: 0.2775 (0.3008) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [08:54:49.172238] Epoch: [107] [1460/2904] eta: 0:18:14 lr: 0.002354 loss: 0.1911 (0.2016) loss_rec_all: 0.2169 (0.2273) loss_rec_sfr: 0.2893 (0.3008) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [08:55:04.082030] Epoch: [107] [1480/2904] eta: 0:17:58 lr: 0.002354 loss: 0.1976 (0.2017) loss_rec_all: 0.2237 (0.2274) loss_rec_sfr: 0.2913 (0.3012) loss_cl: -0.2799 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [08:55:19.002917] Epoch: [107] [1500/2904] eta: 0:17:43 lr: 0.002354 loss: 0.1929 (0.2017) loss_rec_all: 0.2188 (0.2275) loss_rec_sfr: 0.2995 (0.3015) loss_cl: -0.2795 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [08:55:33.919917] Epoch: [107] [1520/2904] eta: 0:17:28 lr: 0.002354 loss: 0.1926 (0.2016) loss_rec_all: 0.2182 (0.2274) loss_rec_sfr: 0.2950 (0.3014) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [08:55:48.836954] Epoch: [107] [1540/2904] eta: 0:17:12 lr: 0.002354 loss: 0.1903 (0.2017) loss_rec_all: 0.2163 (0.2274) loss_rec_sfr: 0.2778 (0.3015) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [08:56:03.752075] Epoch: [107] [1560/2904] eta: 0:16:57 lr: 0.002354 loss: 0.1916 (0.2016) loss_rec_all: 0.2178 (0.2274) loss_rec_sfr: 0.2733 (0.3012) loss_cl: -0.2784 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [08:56:18.671307] Epoch: [107] [1580/2904] eta: 0:16:42 lr: 0.002354 loss: 0.1916 (0.2016) loss_rec_all: 0.2179 (0.2274) loss_rec_sfr: 0.2709 (0.3011) loss_cl: -0.2784 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [08:56:33.580914] Epoch: [107] [1600/2904] eta: 0:16:26 lr: 0.002354 loss: 0.1916 (0.2015) loss_rec_all: 0.2173 (0.2273) loss_rec_sfr: 0.2934 (0.3011) loss_cl: -0.2792 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [08:56:48.493783] Epoch: [107] [1620/2904] eta: 0:16:11 lr: 0.002354 loss: 0.1913 (0.2015) loss_rec_all: 0.2174 (0.2272) loss_rec_sfr: 0.2831 (0.3009) loss_cl: -0.2802 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [08:57:03.406121] Epoch: [107] [1640/2904] eta: 0:15:56 lr: 0.002354 loss: 0.1916 (0.2015) loss_rec_all: 0.2179 (0.2273) loss_rec_sfr: 0.2760 (0.3011) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [08:57:18.318820] Epoch: [107] [1660/2904] eta: 0:15:40 lr: 0.002353 loss: 0.1893 (0.2015) loss_rec_all: 0.2152 (0.2272) loss_rec_sfr: 0.2735 (0.3009) loss_cl: -0.2780 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [08:57:33.235942] Epoch: [107] [1680/2904] eta: 0:15:25 lr: 0.002353 loss: 0.1878 (0.2014) loss_rec_all: 0.2137 (0.2272) loss_rec_sfr: 0.2788 (0.3008) loss_cl: -0.2778 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [08:57:48.155718] Epoch: [107] [1700/2904] eta: 0:15:10 lr: 0.002353 loss: 0.1893 (0.2014) loss_rec_all: 0.2154 (0.2271) loss_rec_sfr: 0.2827 (0.3006) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [08:58:03.068693] Epoch: [107] [1720/2904] eta: 0:14:55 lr: 0.002353 loss: 0.1972 (0.2015) loss_rec_all: 0.2233 (0.2273) loss_rec_sfr: 0.2800 (0.3009) loss_cl: -0.2796 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [08:58:17.979154] Epoch: [107] [1740/2904] eta: 0:14:39 lr: 0.002353 loss: 0.1908 (0.2014) loss_rec_all: 0.2168 (0.2272) loss_rec_sfr: 0.2772 (0.3007) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [08:58:32.891237] Epoch: [107] [1760/2904] eta: 0:14:24 lr: 0.002353 loss: 0.1911 (0.2014) loss_rec_all: 0.2171 (0.2272) loss_rec_sfr: 0.2670 (0.3006) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [08:58:47.802218] Epoch: [107] [1780/2904] eta: 0:14:09 lr: 0.002353 loss: 0.1907 (0.2014) loss_rec_all: 0.2164 (0.2271) loss_rec_sfr: 0.2748 (0.3004) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [08:59:02.711812] Epoch: [107] [1800/2904] eta: 0:13:54 lr: 0.002353 loss: 0.1879 (0.2013) loss_rec_all: 0.2141 (0.2271) loss_rec_sfr: 0.2722 (0.3004) loss_cl: -0.2800 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [08:59:17.618882] Epoch: [107] [1820/2904] eta: 0:13:38 lr: 0.002353 loss: 0.1907 (0.2014) loss_rec_all: 0.2165 (0.2271) loss_rec_sfr: 0.2795 (0.3005) loss_cl: -0.2792 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [08:59:32.530077] Epoch: [107] [1840/2904] eta: 0:13:23 lr: 0.002353 loss: 0.1918 (0.2013) loss_rec_all: 0.2176 (0.2271) loss_rec_sfr: 0.2782 (0.3005) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [08:59:47.452920] Epoch: [107] [1860/2904] eta: 0:13:08 lr: 0.002353 loss: 0.1914 (0.2013) loss_rec_all: 0.2171 (0.2271) loss_rec_sfr: 0.2896 (0.3005) loss_cl: -0.2782 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [09:00:02.378191] Epoch: [107] [1880/2904] eta: 0:12:53 lr: 0.002353 loss: 0.1931 (0.2014) loss_rec_all: 0.2191 (0.2271) loss_rec_sfr: 0.2687 (0.3005) loss_cl: -0.2786 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [09:00:17.303124] Epoch: [107] [1900/2904] eta: 0:12:38 lr: 0.002353 loss: 0.1895 (0.2013) loss_rec_all: 0.2157 (0.2271) loss_rec_sfr: 0.2772 (0.3003) loss_cl: -0.2784 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [09:00:32.221704] Epoch: [107] [1920/2904] eta: 0:12:22 lr: 0.002353 loss: 0.1930 (0.2012) loss_rec_all: 0.2192 (0.2270) loss_rec_sfr: 0.2921 (0.3001) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [09:00:47.137166] Epoch: [107] [1940/2904] eta: 0:12:07 lr: 0.002353 loss: 0.1874 (0.2012) loss_rec_all: 0.2134 (0.2270) loss_rec_sfr: 0.2827 (0.3002) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [09:01:02.051159] Epoch: [107] [1960/2904] eta: 0:11:52 lr: 0.002353 loss: 0.1917 (0.2011) loss_rec_all: 0.2178 (0.2269) loss_rec_sfr: 0.2745 (0.2999) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [09:01:16.965552] Epoch: [107] [1980/2904] eta: 0:11:37 lr: 0.002353 loss: 0.1872 (0.2011) loss_rec_all: 0.2131 (0.2269) loss_rec_sfr: 0.2681 (0.2998) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [09:01:31.886404] Epoch: [107] [2000/2904] eta: 0:11:22 lr: 0.002353 loss: 0.1903 (0.2011) loss_rec_all: 0.2161 (0.2268) loss_rec_sfr: 0.2960 (0.2998) loss_cl: -0.2791 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [09:01:46.800227] Epoch: [107] [2020/2904] eta: 0:11:06 lr: 0.002353 loss: 0.1888 (0.2011) loss_rec_all: 0.2150 (0.2268) loss_rec_sfr: 0.2825 (0.2999) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [09:02:01.714692] Epoch: [107] [2040/2904] eta: 0:10:51 lr: 0.002353 loss: 0.1889 (0.2011) loss_rec_all: 0.2148 (0.2269) loss_rec_sfr: 0.2894 (0.3001) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [09:02:16.624139] Epoch: [107] [2060/2904] eta: 0:10:36 lr: 0.002353 loss: 0.1902 (0.2011) loss_rec_all: 0.2166 (0.2269) loss_rec_sfr: 0.2787 (0.3001) loss_cl: -0.2794 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [09:02:31.540144] Epoch: [107] [2080/2904] eta: 0:10:21 lr: 0.002353 loss: 0.1953 (0.2012) loss_rec_all: 0.2216 (0.2270) loss_rec_sfr: 0.2695 (0.3001) loss_cl: -0.2795 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [09:02:46.458549] Epoch: [107] [2100/2904] eta: 0:10:06 lr: 0.002353 loss: 0.1949 (0.2013) loss_rec_all: 0.2207 (0.2270) loss_rec_sfr: 0.2909 (0.3004) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [09:03:01.376319] Epoch: [107] [2120/2904] eta: 0:09:51 lr: 0.002353 loss: 0.2021 (0.2014) loss_rec_all: 0.2280 (0.2272) loss_rec_sfr: 0.2954 (0.3009) loss_cl: -0.2782 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [09:03:16.287791] Epoch: [107] [2140/2904] eta: 0:09:36 lr: 0.002353 loss: 0.1879 (0.2014) loss_rec_all: 0.2139 (0.2272) loss_rec_sfr: 0.2916 (0.3010) loss_cl: -0.2780 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [09:03:31.193006] Epoch: [107] [2160/2904] eta: 0:09:20 lr: 0.002353 loss: 0.1888 (0.2015) loss_rec_all: 0.2150 (0.2272) loss_rec_sfr: 0.2862 (0.3011) loss_cl: -0.2788 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [09:03:46.099063] Epoch: [107] [2180/2904] eta: 0:09:05 lr: 0.002353 loss: 0.1892 (0.2015) loss_rec_all: 0.2152 (0.2273) loss_rec_sfr: 0.2728 (0.3012) loss_cl: -0.2792 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [09:04:01.011783] Epoch: [107] [2200/2904] eta: 0:08:50 lr: 0.002353 loss: 0.1925 (0.2015) loss_rec_all: 0.2181 (0.2273) loss_rec_sfr: 0.2853 (0.3012) loss_cl: -0.2781 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [09:04:15.925994] Epoch: [107] [2220/2904] eta: 0:08:35 lr: 0.002353 loss: 0.1918 (0.2015) loss_rec_all: 0.2177 (0.2273) loss_rec_sfr: 0.2758 (0.3013) loss_cl: -0.2782 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [09:04:30.837266] Epoch: [107] [2240/2904] eta: 0:08:20 lr: 0.002353 loss: 0.1867 (0.2015) loss_rec_all: 0.2126 (0.2273) loss_rec_sfr: 0.2818 (0.3013) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [09:04:45.759700] Epoch: [107] [2260/2904] eta: 0:08:05 lr: 0.002353 loss: 0.1866 (0.2014) loss_rec_all: 0.2127 (0.2272) loss_rec_sfr: 0.2712 (0.3011) loss_cl: -0.2790 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [09:05:00.674457] Epoch: [107] [2280/2904] eta: 0:07:50 lr: 0.002353 loss: 0.1902 (0.2014) loss_rec_all: 0.2166 (0.2272) loss_rec_sfr: 0.2835 (0.3010) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [09:05:15.586336] Epoch: [107] [2300/2904] eta: 0:07:35 lr: 0.002353 loss: 0.1887 (0.2014) loss_rec_all: 0.2151 (0.2272) loss_rec_sfr: 0.2869 (0.3010) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [09:05:30.495000] Epoch: [107] [2320/2904] eta: 0:07:19 lr: 0.002353 loss: 0.1951 (0.2015) loss_rec_all: 0.2209 (0.2272) loss_rec_sfr: 0.2941 (0.3012) loss_cl: -0.2790 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [09:05:45.407572] Epoch: [107] [2340/2904] eta: 0:07:04 lr: 0.002353 loss: 0.1870 (0.2014) loss_rec_all: 0.2129 (0.2272) loss_rec_sfr: 0.2885 (0.3011) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [09:06:00.323365] Epoch: [107] [2360/2904] eta: 0:06:49 lr: 0.002353 loss: 0.1906 (0.2015) loss_rec_all: 0.2168 (0.2272) loss_rec_sfr: 0.2783 (0.3012) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [09:06:15.233256] Epoch: [107] [2380/2904] eta: 0:06:34 lr: 0.002353 loss: 0.1902 (0.2015) loss_rec_all: 0.2160 (0.2272) loss_rec_sfr: 0.2789 (0.3012) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [09:06:30.147866] Epoch: [107] [2400/2904] eta: 0:06:19 lr: 0.002353 loss: 0.1892 (0.2015) loss_rec_all: 0.2154 (0.2273) loss_rec_sfr: 0.2932 (0.3014) loss_cl: -0.2804 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [09:06:45.063610] Epoch: [107] [2420/2904] eta: 0:06:04 lr: 0.002353 loss: 0.1910 (0.2015) loss_rec_all: 0.2169 (0.2273) loss_rec_sfr: 0.2875 (0.3014) loss_cl: -0.2801 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [09:06:59.984173] Epoch: [107] [2440/2904] eta: 0:05:49 lr: 0.002353 loss: 0.1943 (0.2015) loss_rec_all: 0.2200 (0.2273) loss_rec_sfr: 0.2758 (0.3014) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [09:07:14.905714] Epoch: [107] [2460/2904] eta: 0:05:34 lr: 0.002353 loss: 0.1908 (0.2015) loss_rec_all: 0.2167 (0.2273) loss_rec_sfr: 0.2793 (0.3014) loss_cl: -0.2782 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [09:07:29.822696] Epoch: [107] [2480/2904] eta: 0:05:19 lr: 0.002353 loss: 0.1943 (0.2016) loss_rec_all: 0.2199 (0.2273) loss_rec_sfr: 0.2973 (0.3016) loss_cl: -0.2781 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [09:07:44.743528] Epoch: [107] [2500/2904] eta: 0:05:04 lr: 0.002353 loss: 0.1919 (0.2016) loss_rec_all: 0.2180 (0.2274) loss_rec_sfr: 0.2913 (0.3018) loss_cl: -0.2780 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [09:07:59.667730] Epoch: [107] [2520/2904] eta: 0:04:49 lr: 0.002353 loss: 0.1905 (0.2016) loss_rec_all: 0.2166 (0.2273) loss_rec_sfr: 0.2783 (0.3017) loss_cl: -0.2790 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [09:08:14.595528] Epoch: [107] [2540/2904] eta: 0:04:33 lr: 0.002353 loss: 0.1881 (0.2015) loss_rec_all: 0.2139 (0.2273) loss_rec_sfr: 0.2745 (0.3016) loss_cl: -0.2792 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [09:08:29.514828] Epoch: [107] [2560/2904] eta: 0:04:18 lr: 0.002353 loss: 0.1920 (0.2015) loss_rec_all: 0.2177 (0.2273) loss_rec_sfr: 0.2762 (0.3016) loss_cl: -0.2782 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [09:08:44.431879] Epoch: [107] [2580/2904] eta: 0:04:03 lr: 0.002353 loss: 0.1902 (0.2016) loss_rec_all: 0.2163 (0.2273) loss_rec_sfr: 0.3002 (0.3018) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [09:08:59.354054] Epoch: [107] [2600/2904] eta: 0:03:48 lr: 0.002353 loss: 0.1927 (0.2016) loss_rec_all: 0.2184 (0.2273) loss_rec_sfr: 0.2977 (0.3019) loss_cl: -0.2797 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [09:09:14.277285] Epoch: [107] [2620/2904] eta: 0:03:33 lr: 0.002353 loss: 0.1880 (0.2015) loss_rec_all: 0.2142 (0.2273) loss_rec_sfr: 0.2858 (0.3018) loss_cl: -0.2794 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [09:09:29.199521] Epoch: [107] [2640/2904] eta: 0:03:18 lr: 0.002353 loss: 0.1894 (0.2015) loss_rec_all: 0.2155 (0.2273) loss_rec_sfr: 0.2861 (0.3019) loss_cl: -0.2786 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [09:09:44.121698] Epoch: [107] [2660/2904] eta: 0:03:03 lr: 0.002353 loss: 0.1918 (0.2015) loss_rec_all: 0.2180 (0.2273) loss_rec_sfr: 0.2671 (0.3018) loss_cl: -0.2781 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [09:09:59.041592] Epoch: [107] [2680/2904] eta: 0:02:48 lr: 0.002353 loss: 0.1921 (0.2016) loss_rec_all: 0.2178 (0.2273) loss_rec_sfr: 0.2905 (0.3020) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [09:10:13.967313] Epoch: [107] [2700/2904] eta: 0:02:33 lr: 0.002353 loss: 0.1888 (0.2016) loss_rec_all: 0.2150 (0.2273) loss_rec_sfr: 0.2828 (0.3019) loss_cl: -0.2794 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [09:10:28.889160] Epoch: [107] [2720/2904] eta: 0:02:18 lr: 0.002353 loss: 0.1894 (0.2015) loss_rec_all: 0.2154 (0.2273) loss_rec_sfr: 0.2822 (0.3019) loss_cl: -0.2782 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [09:10:43.809260] Epoch: [107] [2740/2904] eta: 0:02:03 lr: 0.002353 loss: 0.1888 (0.2015) loss_rec_all: 0.2148 (0.2273) loss_rec_sfr: 0.2711 (0.3018) loss_cl: -0.2795 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [09:10:58.729172] Epoch: [107] [2760/2904] eta: 0:01:48 lr: 0.002353 loss: 0.1903 (0.2015) loss_rec_all: 0.2164 (0.2273) loss_rec_sfr: 0.2865 (0.3018) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [09:11:13.648858] Epoch: [107] [2780/2904] eta: 0:01:33 lr: 0.002353 loss: 0.2000 (0.2016) loss_rec_all: 0.2259 (0.2273) loss_rec_sfr: 0.2840 (0.3020) loss_cl: -0.2777 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [09:11:28.569018] Epoch: [107] [2800/2904] eta: 0:01:18 lr: 0.002353 loss: 0.1911 (0.2016) loss_rec_all: 0.2168 (0.2273) loss_rec_sfr: 0.2908 (0.3020) loss_cl: -0.2782 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [09:11:43.482926] Epoch: [107] [2820/2904] eta: 0:01:03 lr: 0.002353 loss: 0.1922 (0.2015) loss_rec_all: 0.2182 (0.2273) loss_rec_sfr: 0.2533 (0.3018) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [09:11:58.438244] Epoch: [107] [2840/2904] eta: 0:00:48 lr: 0.002353 loss: 0.1925 (0.2015) loss_rec_all: 0.2183 (0.2273) loss_rec_sfr: 0.2730 (0.3016) loss_cl: -0.2797 (-0.2788) time: 0.7477 data: 0.0023 max mem: 29860 [09:12:13.340383] Epoch: [107] [2860/2904] eta: 0:00:33 lr: 0.002353 loss: 0.1904 (0.2015) loss_rec_all: 0.2163 (0.2273) loss_rec_sfr: 0.2940 (0.3017) loss_cl: -0.2795 (-0.2788) time: 0.7451 data: 0.0001 max mem: 29860 [09:12:28.245309] Epoch: [107] [2880/2904] eta: 0:00:18 lr: 0.002353 loss: 0.1903 (0.2015) loss_rec_all: 0.2163 (0.2273) loss_rec_sfr: 0.2653 (0.3017) loss_cl: -0.2785 (-0.2788) time: 0.7452 data: 0.0001 max mem: 29860 [09:12:43.151426] Epoch: [107] [2900/2904] eta: 0:00:03 lr: 0.002353 loss: 0.1908 (0.2015) loss_rec_all: 0.2168 (0.2273) loss_rec_sfr: 0.2966 (0.3019) loss_cl: -0.2789 (-0.2788) time: 0.7453 data: 0.0001 max mem: 29860 [09:12:45.394657] Epoch: [107] [2903/2904] eta: 0:00:00 lr: 0.002353 loss: 0.1908 (0.2016) loss_rec_all: 0.2168 (0.2273) loss_rec_sfr: 0.2861 (0.3019) loss_cl: -0.2789 (-0.2788) time: 0.7453 data: 0.0001 max mem: 29860 [09:12:47.479853] Epoch: [107] Total time: 0:36:25 (0.7526 s / it) [09:12:47.480684] Averaged stats: lr: 0.002353 loss: 0.1908 (0.2035) loss_rec_all: 0.2168 (0.2270) loss_rec_sfr: 0.2861 (0.3002) loss_cl: -0.2789 (-0.2555) [09:12:47.485331] log_dir: ./checkpoint/VF2_ViT-B [09:13:06.048852] Epoch: [108] [ 0/2904] eta: 14:58:26 lr: 0.002353 loss: 0.1957 (0.1957) loss_rec_all: 0.2220 (0.2220) loss_rec_sfr: 0.2444 (0.2444) loss_cl: -0.2797 (-0.2797) time: 18.5628 data: 16.0758 max mem: 29860 [09:13:21.093659] Epoch: [108] [ 20/2904] eta: 1:16:55 lr: 0.002353 loss: 0.1893 (0.1917) loss_rec_all: 0.2152 (0.2177) loss_rec_sfr: 0.2743 (0.2702) loss_cl: -0.2796 (-0.2796) time: 0.7522 data: 0.0002 max mem: 29860 [09:13:35.977594] Epoch: [108] [ 40/2904] eta: 0:56:27 lr: 0.002353 loss: 0.1899 (0.1952) loss_rec_all: 0.2159 (0.2211) loss_rec_sfr: 0.2814 (0.2848) loss_cl: -0.2788 (-0.2792) time: 0.7442 data: 0.0002 max mem: 29860 [09:13:50.874554] Epoch: [108] [ 60/2904] eta: 0:49:15 lr: 0.002353 loss: 0.1888 (0.1955) loss_rec_all: 0.2149 (0.2215) loss_rec_sfr: 0.2744 (0.2815) loss_cl: -0.2781 (-0.2788) time: 0.7448 data: 0.0002 max mem: 29860 [09:14:05.767902] Epoch: [108] [ 80/2904] eta: 0:45:29 lr: 0.002353 loss: 0.1872 (0.1972) loss_rec_all: 0.2131 (0.2231) loss_rec_sfr: 0.2743 (0.2868) loss_cl: -0.2789 (-0.2789) time: 0.7446 data: 0.0002 max mem: 29860 [09:14:20.700631] Epoch: [108] [ 100/2904] eta: 0:43:07 lr: 0.002353 loss: 0.1904 (0.1978) loss_rec_all: 0.2164 (0.2237) loss_rec_sfr: 0.2773 (0.2877) loss_cl: -0.2793 (-0.2789) time: 0.7466 data: 0.0002 max mem: 29860 [09:14:35.636631] Epoch: [108] [ 120/2904] eta: 0:41:28 lr: 0.002353 loss: 0.1913 (0.1981) loss_rec_all: 0.2175 (0.2239) loss_rec_sfr: 0.2675 (0.2882) loss_cl: -0.2786 (-0.2789) time: 0.7468 data: 0.0002 max mem: 29860 [09:14:50.573094] Epoch: [108] [ 140/2904] eta: 0:40:12 lr: 0.002353 loss: 0.1914 (0.1987) loss_rec_all: 0.2176 (0.2246) loss_rec_sfr: 0.2434 (0.2881) loss_cl: -0.2784 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [09:15:05.534030] Epoch: [108] [ 160/2904] eta: 0:39:12 lr: 0.002353 loss: 0.1919 (0.1986) loss_rec_all: 0.2176 (0.2244) loss_rec_sfr: 0.2717 (0.2874) loss_cl: -0.2782 (-0.2787) time: 0.7480 data: 0.0002 max mem: 29860 [09:15:20.482347] Epoch: [108] [ 180/2904] eta: 0:38:22 lr: 0.002353 loss: 0.1916 (0.1995) loss_rec_all: 0.2176 (0.2253) loss_rec_sfr: 0.2883 (0.2910) loss_cl: -0.2794 (-0.2788) time: 0.7474 data: 0.0002 max mem: 29860 [09:15:35.420787] Epoch: [108] [ 200/2904] eta: 0:37:39 lr: 0.002353 loss: 0.1883 (0.1990) loss_rec_all: 0.2147 (0.2248) loss_rec_sfr: 0.2697 (0.2899) loss_cl: -0.2794 (-0.2788) time: 0.7469 data: 0.0002 max mem: 29860 [09:15:50.350848] Epoch: [108] [ 220/2904] eta: 0:37:00 lr: 0.002353 loss: 0.1868 (0.1982) loss_rec_all: 0.2128 (0.2241) loss_rec_sfr: 0.2705 (0.2884) loss_cl: -0.2789 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [09:16:05.303274] Epoch: [108] [ 240/2904] eta: 0:36:26 lr: 0.002353 loss: 0.1900 (0.1981) loss_rec_all: 0.2159 (0.2240) loss_rec_sfr: 0.2559 (0.2872) loss_cl: -0.2793 (-0.2789) time: 0.7476 data: 0.0002 max mem: 29860 [09:16:20.241142] Epoch: [108] [ 260/2904] eta: 0:35:55 lr: 0.002353 loss: 0.1865 (0.1982) loss_rec_all: 0.2130 (0.2240) loss_rec_sfr: 0.2697 (0.2880) loss_cl: -0.2784 (-0.2788) time: 0.7469 data: 0.0002 max mem: 29860 [09:16:35.176169] Epoch: [108] [ 280/2904] eta: 0:35:26 lr: 0.002353 loss: 0.1897 (0.1979) loss_rec_all: 0.2158 (0.2238) loss_rec_sfr: 0.2853 (0.2885) loss_cl: -0.2788 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [09:16:50.114951] Epoch: [108] [ 300/2904] eta: 0:34:58 lr: 0.002353 loss: 0.1938 (0.1985) loss_rec_all: 0.2202 (0.2244) loss_rec_sfr: 0.2699 (0.2899) loss_cl: -0.2796 (-0.2789) time: 0.7469 data: 0.0002 max mem: 29860 [09:17:05.058215] Epoch: [108] [ 320/2904] eta: 0:34:33 lr: 0.002353 loss: 0.1902 (0.1986) loss_rec_all: 0.2163 (0.2245) loss_rec_sfr: 0.2644 (0.2900) loss_cl: -0.2800 (-0.2789) time: 0.7471 data: 0.0002 max mem: 29860 [09:17:20.001858] Epoch: [108] [ 340/2904] eta: 0:34:08 lr: 0.002353 loss: 0.1906 (0.1989) loss_rec_all: 0.2166 (0.2248) loss_rec_sfr: 0.2618 (0.2907) loss_cl: -0.2790 (-0.2789) time: 0.7471 data: 0.0002 max mem: 29860 [09:17:34.933026] Epoch: [108] [ 360/2904] eta: 0:33:45 lr: 0.002353 loss: 0.1909 (0.1987) loss_rec_all: 0.2171 (0.2245) loss_rec_sfr: 0.2711 (0.2897) loss_cl: -0.2785 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [09:17:49.872523] Epoch: [108] [ 380/2904] eta: 0:33:23 lr: 0.002353 loss: 0.1905 (0.1987) loss_rec_all: 0.2168 (0.2246) loss_rec_sfr: 0.2676 (0.2896) loss_cl: -0.2779 (-0.2788) time: 0.7469 data: 0.0002 max mem: 29860 [09:18:04.798223] Epoch: [108] [ 400/2904] eta: 0:33:01 lr: 0.002353 loss: 0.1958 (0.1994) loss_rec_all: 0.2220 (0.2252) loss_rec_sfr: 0.2702 (0.2913) loss_cl: -0.2787 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [09:18:19.732693] Epoch: [108] [ 420/2904] eta: 0:32:40 lr: 0.002353 loss: 0.1907 (0.1995) loss_rec_all: 0.2169 (0.2254) loss_rec_sfr: 0.2922 (0.2926) loss_cl: -0.2793 (-0.2789) time: 0.7467 data: 0.0002 max mem: 29860 [09:18:34.667079] Epoch: [108] [ 440/2904] eta: 0:32:19 lr: 0.002353 loss: 0.1915 (0.1996) loss_rec_all: 0.2175 (0.2255) loss_rec_sfr: 0.2638 (0.2925) loss_cl: -0.2787 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [09:18:49.601103] Epoch: [108] [ 460/2904] eta: 0:31:59 lr: 0.002353 loss: 0.1935 (0.1998) loss_rec_all: 0.2194 (0.2256) loss_rec_sfr: 0.2975 (0.2938) loss_cl: -0.2780 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [09:19:04.523259] Epoch: [108] [ 480/2904] eta: 0:31:39 lr: 0.002353 loss: 0.1894 (0.1997) loss_rec_all: 0.2155 (0.2255) loss_rec_sfr: 0.2741 (0.2935) loss_cl: -0.2788 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [09:19:19.462122] Epoch: [108] [ 500/2904] eta: 0:31:20 lr: 0.002353 loss: 0.1883 (0.1996) loss_rec_all: 0.2141 (0.2254) loss_rec_sfr: 0.2896 (0.2939) loss_cl: -0.2784 (-0.2788) time: 0.7469 data: 0.0002 max mem: 29860 [09:19:34.389792] Epoch: [108] [ 520/2904] eta: 0:31:01 lr: 0.002353 loss: 0.1900 (0.1997) loss_rec_all: 0.2159 (0.2255) loss_rec_sfr: 0.2902 (0.2946) loss_cl: -0.2793 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [09:19:49.320422] Epoch: [108] [ 540/2904] eta: 0:30:43 lr: 0.002353 loss: 0.1862 (0.1994) loss_rec_all: 0.2128 (0.2253) loss_rec_sfr: 0.2542 (0.2938) loss_cl: -0.2802 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [09:20:04.258139] Epoch: [108] [ 560/2904] eta: 0:30:24 lr: 0.002353 loss: 0.1936 (0.1995) loss_rec_all: 0.2198 (0.2253) loss_rec_sfr: 0.2812 (0.2942) loss_cl: -0.2796 (-0.2789) time: 0.7468 data: 0.0002 max mem: 29860 [09:20:19.188453] Epoch: [108] [ 580/2904] eta: 0:30:06 lr: 0.002353 loss: 0.1932 (0.1993) loss_rec_all: 0.2191 (0.2251) loss_rec_sfr: 0.2660 (0.2931) loss_cl: -0.2783 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [09:20:34.113451] Epoch: [108] [ 600/2904] eta: 0:29:48 lr: 0.002353 loss: 0.1932 (0.1994) loss_rec_all: 0.2190 (0.2252) loss_rec_sfr: 0.2783 (0.2936) loss_cl: -0.2787 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [09:20:49.038006] Epoch: [108] [ 620/2904] eta: 0:29:31 lr: 0.002353 loss: 0.1902 (0.1994) loss_rec_all: 0.2162 (0.2253) loss_rec_sfr: 0.2821 (0.2939) loss_cl: -0.2786 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [09:21:03.975449] Epoch: [108] [ 640/2904] eta: 0:29:13 lr: 0.002353 loss: 0.1904 (0.1997) loss_rec_all: 0.2167 (0.2255) loss_rec_sfr: 0.2932 (0.2948) loss_cl: -0.2791 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [09:21:18.915341] Epoch: [108] [ 660/2904] eta: 0:28:56 lr: 0.002353 loss: 0.1885 (0.1997) loss_rec_all: 0.2143 (0.2256) loss_rec_sfr: 0.2786 (0.2949) loss_cl: -0.2780 (-0.2788) time: 0.7470 data: 0.0002 max mem: 29860 [09:21:33.847167] Epoch: [108] [ 680/2904] eta: 0:28:38 lr: 0.002353 loss: 0.1892 (0.1998) loss_rec_all: 0.2154 (0.2256) loss_rec_sfr: 0.2708 (0.2949) loss_cl: -0.2791 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [09:21:48.766964] Epoch: [108] [ 700/2904] eta: 0:28:21 lr: 0.002353 loss: 0.1885 (0.1995) loss_rec_all: 0.2145 (0.2253) loss_rec_sfr: 0.2592 (0.2940) loss_cl: -0.2796 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [09:22:03.701674] Epoch: [108] [ 720/2904] eta: 0:28:04 lr: 0.002353 loss: 0.1911 (0.1996) loss_rec_all: 0.2169 (0.2254) loss_rec_sfr: 0.2860 (0.2945) loss_cl: -0.2793 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [09:22:18.636656] Epoch: [108] [ 740/2904] eta: 0:27:47 lr: 0.002353 loss: 0.1873 (0.1994) loss_rec_all: 0.2134 (0.2252) loss_rec_sfr: 0.2579 (0.2938) loss_cl: -0.2790 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [09:22:33.557599] Epoch: [108] [ 760/2904] eta: 0:27:31 lr: 0.002353 loss: 0.1882 (0.1992) loss_rec_all: 0.2144 (0.2250) loss_rec_sfr: 0.2779 (0.2934) loss_cl: -0.2796 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [09:22:48.480173] Epoch: [108] [ 780/2904] eta: 0:27:14 lr: 0.002353 loss: 0.1886 (0.1990) loss_rec_all: 0.2151 (0.2249) loss_rec_sfr: 0.2734 (0.2930) loss_cl: -0.2795 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [09:23:03.408876] Epoch: [108] [ 800/2904] eta: 0:26:57 lr: 0.002353 loss: 0.1907 (0.1991) loss_rec_all: 0.2168 (0.2249) loss_rec_sfr: 0.2702 (0.2932) loss_cl: -0.2786 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [09:23:18.337154] Epoch: [108] [ 820/2904] eta: 0:26:41 lr: 0.002353 loss: 0.1917 (0.1991) loss_rec_all: 0.2175 (0.2250) loss_rec_sfr: 0.2762 (0.2934) loss_cl: -0.2785 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [09:23:33.262507] Epoch: [108] [ 840/2904] eta: 0:26:24 lr: 0.002353 loss: 0.1884 (0.1991) loss_rec_all: 0.2145 (0.2249) loss_rec_sfr: 0.2692 (0.2935) loss_cl: -0.2788 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [09:23:48.187155] Epoch: [108] [ 860/2904] eta: 0:26:08 lr: 0.002352 loss: 0.1896 (0.1991) loss_rec_all: 0.2158 (0.2249) loss_rec_sfr: 0.2746 (0.2936) loss_cl: -0.2798 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [09:24:03.110738] Epoch: [108] [ 880/2904] eta: 0:25:52 lr: 0.002352 loss: 0.1957 (0.1991) loss_rec_all: 0.2220 (0.2250) loss_rec_sfr: 0.2784 (0.2934) loss_cl: -0.2788 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [09:24:18.033659] Epoch: [108] [ 900/2904] eta: 0:25:35 lr: 0.002352 loss: 0.1906 (0.1992) loss_rec_all: 0.2163 (0.2250) loss_rec_sfr: 0.2944 (0.2938) loss_cl: -0.2785 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [09:24:32.953457] Epoch: [108] [ 920/2904] eta: 0:25:19 lr: 0.002352 loss: 0.1910 (0.1993) loss_rec_all: 0.2175 (0.2251) loss_rec_sfr: 0.2893 (0.2940) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [09:24:47.870498] Epoch: [108] [ 940/2904] eta: 0:25:03 lr: 0.002352 loss: 0.1925 (0.1994) loss_rec_all: 0.2183 (0.2252) loss_rec_sfr: 0.2878 (0.2946) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [09:25:02.792401] Epoch: [108] [ 960/2904] eta: 0:24:47 lr: 0.002352 loss: 0.1899 (0.1994) loss_rec_all: 0.2158 (0.2252) loss_rec_sfr: 0.2804 (0.2945) loss_cl: -0.2786 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [09:25:17.709100] Epoch: [108] [ 980/2904] eta: 0:24:31 lr: 0.002352 loss: 0.1893 (0.1994) loss_rec_all: 0.2148 (0.2252) loss_rec_sfr: 0.2809 (0.2946) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [09:25:32.638774] Epoch: [108] [1000/2904] eta: 0:24:15 lr: 0.002352 loss: 0.1925 (0.1994) loss_rec_all: 0.2183 (0.2252) loss_rec_sfr: 0.2693 (0.2946) loss_cl: -0.2790 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [09:25:47.559915] Epoch: [108] [1020/2904] eta: 0:23:59 lr: 0.002352 loss: 0.1902 (0.1996) loss_rec_all: 0.2163 (0.2254) loss_rec_sfr: 0.2891 (0.2951) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [09:26:02.486950] Epoch: [108] [1040/2904] eta: 0:23:43 lr: 0.002352 loss: 0.1892 (0.1996) loss_rec_all: 0.2149 (0.2254) loss_rec_sfr: 0.2931 (0.2955) loss_cl: -0.2786 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [09:26:17.419365] Epoch: [108] [1060/2904] eta: 0:23:27 lr: 0.002352 loss: 0.1910 (0.1998) loss_rec_all: 0.2171 (0.2256) loss_rec_sfr: 0.2571 (0.2956) loss_cl: -0.2789 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [09:26:32.349012] Epoch: [108] [1080/2904] eta: 0:23:11 lr: 0.002352 loss: 0.1904 (0.1999) loss_rec_all: 0.2165 (0.2257) loss_rec_sfr: 0.2729 (0.2958) loss_cl: -0.2793 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [09:26:47.282549] Epoch: [108] [1100/2904] eta: 0:22:55 lr: 0.002352 loss: 0.1889 (0.1997) loss_rec_all: 0.2153 (0.2256) loss_rec_sfr: 0.2689 (0.2954) loss_cl: -0.2791 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [09:27:02.212820] Epoch: [108] [1120/2904] eta: 0:22:40 lr: 0.002352 loss: 0.1928 (0.1998) loss_rec_all: 0.2186 (0.2256) loss_rec_sfr: 0.2758 (0.2954) loss_cl: -0.2778 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [09:27:17.136718] Epoch: [108] [1140/2904] eta: 0:22:24 lr: 0.002352 loss: 0.1858 (0.1996) loss_rec_all: 0.2120 (0.2255) loss_rec_sfr: 0.2644 (0.2950) loss_cl: -0.2786 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [09:27:32.064545] Epoch: [108] [1160/2904] eta: 0:22:08 lr: 0.002352 loss: 0.1893 (0.1997) loss_rec_all: 0.2154 (0.2255) loss_rec_sfr: 0.2809 (0.2951) loss_cl: -0.2784 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [09:27:46.992519] Epoch: [108] [1180/2904] eta: 0:21:53 lr: 0.002352 loss: 0.1898 (0.1996) loss_rec_all: 0.2156 (0.2254) loss_rec_sfr: 0.2822 (0.2948) loss_cl: -0.2788 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [09:28:01.921786] Epoch: [108] [1200/2904] eta: 0:21:37 lr: 0.002352 loss: 0.1898 (0.1996) loss_rec_all: 0.2156 (0.2254) loss_rec_sfr: 0.2879 (0.2949) loss_cl: -0.2788 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [09:28:16.851185] Epoch: [108] [1220/2904] eta: 0:21:21 lr: 0.002352 loss: 0.1994 (0.1997) loss_rec_all: 0.2254 (0.2255) loss_rec_sfr: 0.2837 (0.2950) loss_cl: -0.2792 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [09:28:31.767850] Epoch: [108] [1240/2904] eta: 0:21:06 lr: 0.002352 loss: 0.1920 (0.1998) loss_rec_all: 0.2177 (0.2256) loss_rec_sfr: 0.2933 (0.2957) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [09:28:46.690317] Epoch: [108] [1260/2904] eta: 0:20:50 lr: 0.002352 loss: 0.1908 (0.1998) loss_rec_all: 0.2167 (0.2256) loss_rec_sfr: 0.2862 (0.2956) loss_cl: -0.2794 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [09:29:01.614221] Epoch: [108] [1280/2904] eta: 0:20:34 lr: 0.002352 loss: 0.1937 (0.1999) loss_rec_all: 0.2198 (0.2257) loss_rec_sfr: 0.2744 (0.2959) loss_cl: -0.2796 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [09:29:16.535579] Epoch: [108] [1300/2904] eta: 0:20:19 lr: 0.002352 loss: 0.1909 (0.1999) loss_rec_all: 0.2166 (0.2257) loss_rec_sfr: 0.2921 (0.2962) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [09:29:31.454091] Epoch: [108] [1320/2904] eta: 0:20:03 lr: 0.002352 loss: 0.1909 (0.1999) loss_rec_all: 0.2170 (0.2257) loss_rec_sfr: 0.2826 (0.2961) loss_cl: -0.2782 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [09:29:46.378461] Epoch: [108] [1340/2904] eta: 0:19:48 lr: 0.002352 loss: 0.1915 (0.1998) loss_rec_all: 0.2175 (0.2256) loss_rec_sfr: 0.2762 (0.2960) loss_cl: -0.2783 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [09:30:01.297384] Epoch: [108] [1360/2904] eta: 0:19:32 lr: 0.002352 loss: 0.1893 (0.1997) loss_rec_all: 0.2158 (0.2256) loss_rec_sfr: 0.2764 (0.2957) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [09:30:16.217629] Epoch: [108] [1380/2904] eta: 0:19:17 lr: 0.002352 loss: 0.1883 (0.1998) loss_rec_all: 0.2147 (0.2256) loss_rec_sfr: 0.2784 (0.2958) loss_cl: -0.2792 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [09:30:31.140986] Epoch: [108] [1400/2904] eta: 0:19:01 lr: 0.002352 loss: 0.1910 (0.1998) loss_rec_all: 0.2168 (0.2257) loss_rec_sfr: 0.2859 (0.2960) loss_cl: -0.2790 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [09:30:46.067934] Epoch: [108] [1420/2904] eta: 0:18:46 lr: 0.002352 loss: 0.1918 (0.1999) loss_rec_all: 0.2177 (0.2257) loss_rec_sfr: 0.2764 (0.2960) loss_cl: -0.2790 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [09:31:01.006069] Epoch: [108] [1440/2904] eta: 0:18:30 lr: 0.002352 loss: 0.1884 (0.1997) loss_rec_all: 0.2143 (0.2255) loss_rec_sfr: 0.2691 (0.2957) loss_cl: -0.2785 (-0.2788) time: 0.7469 data: 0.0002 max mem: 29860 [09:31:15.934065] Epoch: [108] [1460/2904] eta: 0:18:15 lr: 0.002352 loss: 0.1914 (0.1997) loss_rec_all: 0.2172 (0.2255) loss_rec_sfr: 0.2550 (0.2956) loss_cl: -0.2785 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [09:31:30.866590] Epoch: [108] [1480/2904] eta: 0:18:00 lr: 0.002352 loss: 0.1871 (0.1996) loss_rec_all: 0.2136 (0.2255) loss_rec_sfr: 0.2437 (0.2952) loss_cl: -0.2791 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [09:31:45.787124] Epoch: [108] [1500/2904] eta: 0:17:44 lr: 0.002352 loss: 0.1902 (0.1996) loss_rec_all: 0.2164 (0.2254) loss_rec_sfr: 0.2739 (0.2950) loss_cl: -0.2794 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [09:32:00.702877] Epoch: [108] [1520/2904] eta: 0:17:29 lr: 0.002352 loss: 0.1915 (0.1997) loss_rec_all: 0.2174 (0.2255) loss_rec_sfr: 0.2959 (0.2953) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [09:32:15.638156] Epoch: [108] [1540/2904] eta: 0:17:13 lr: 0.002352 loss: 0.1949 (0.1996) loss_rec_all: 0.2205 (0.2255) loss_rec_sfr: 0.2807 (0.2954) loss_cl: -0.2782 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [09:32:30.569714] Epoch: [108] [1560/2904] eta: 0:16:58 lr: 0.002352 loss: 0.1911 (0.1996) loss_rec_all: 0.2168 (0.2254) loss_rec_sfr: 0.2979 (0.2955) loss_cl: -0.2786 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [09:32:45.507497] Epoch: [108] [1580/2904] eta: 0:16:43 lr: 0.002352 loss: 0.1907 (0.1996) loss_rec_all: 0.2165 (0.2254) loss_rec_sfr: 0.3051 (0.2957) loss_cl: -0.2791 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [09:33:00.432299] Epoch: [108] [1600/2904] eta: 0:16:27 lr: 0.002352 loss: 0.1908 (0.1996) loss_rec_all: 0.2166 (0.2254) loss_rec_sfr: 0.2900 (0.2957) loss_cl: -0.2797 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [09:33:15.359893] Epoch: [108] [1620/2904] eta: 0:16:12 lr: 0.002352 loss: 0.1908 (0.1996) loss_rec_all: 0.2169 (0.2254) loss_rec_sfr: 0.2778 (0.2958) loss_cl: -0.2787 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [09:33:30.288139] Epoch: [108] [1640/2904] eta: 0:15:57 lr: 0.002352 loss: 0.1959 (0.1998) loss_rec_all: 0.2216 (0.2256) loss_rec_sfr: 0.2929 (0.2962) loss_cl: -0.2784 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [09:33:45.216161] Epoch: [108] [1660/2904] eta: 0:15:41 lr: 0.002352 loss: 0.1921 (0.1998) loss_rec_all: 0.2181 (0.2256) loss_rec_sfr: 0.2785 (0.2962) loss_cl: -0.2790 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [09:34:00.138280] Epoch: [108] [1680/2904] eta: 0:15:26 lr: 0.002352 loss: 0.1902 (0.1998) loss_rec_all: 0.2165 (0.2256) loss_rec_sfr: 0.2798 (0.2961) loss_cl: -0.2788 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [09:34:15.058693] Epoch: [108] [1700/2904] eta: 0:15:11 lr: 0.002352 loss: 0.1910 (0.1997) loss_rec_all: 0.2167 (0.2256) loss_rec_sfr: 0.2853 (0.2960) loss_cl: -0.2792 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [09:34:29.977933] Epoch: [108] [1720/2904] eta: 0:14:56 lr: 0.002352 loss: 0.1913 (0.1997) loss_rec_all: 0.2170 (0.2255) loss_rec_sfr: 0.2298 (0.2957) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [09:34:44.891775] Epoch: [108] [1740/2904] eta: 0:14:40 lr: 0.002352 loss: 0.1962 (0.1997) loss_rec_all: 0.2220 (0.2255) loss_rec_sfr: 0.2720 (0.2955) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [09:34:59.806192] Epoch: [108] [1760/2904] eta: 0:14:25 lr: 0.002352 loss: 0.1890 (0.1996) loss_rec_all: 0.2148 (0.2254) loss_rec_sfr: 0.2878 (0.2955) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [09:35:14.731495] Epoch: [108] [1780/2904] eta: 0:14:10 lr: 0.002352 loss: 0.1896 (0.1996) loss_rec_all: 0.2157 (0.2254) loss_rec_sfr: 0.2723 (0.2953) loss_cl: -0.2791 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [09:35:29.659941] Epoch: [108] [1800/2904] eta: 0:13:54 lr: 0.002352 loss: 0.1936 (0.1997) loss_rec_all: 0.2196 (0.2255) loss_rec_sfr: 0.2796 (0.2955) loss_cl: -0.2794 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [09:35:44.584636] Epoch: [108] [1820/2904] eta: 0:13:39 lr: 0.002352 loss: 0.1900 (0.1997) loss_rec_all: 0.2158 (0.2255) loss_rec_sfr: 0.2887 (0.2957) loss_cl: -0.2792 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [09:35:59.507399] Epoch: [108] [1840/2904] eta: 0:13:24 lr: 0.002352 loss: 0.1990 (0.1999) loss_rec_all: 0.2250 (0.2257) loss_rec_sfr: 0.2871 (0.2962) loss_cl: -0.2794 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [09:36:14.424644] Epoch: [108] [1860/2904] eta: 0:13:09 lr: 0.002352 loss: 0.1897 (0.1999) loss_rec_all: 0.2155 (0.2257) loss_rec_sfr: 0.2775 (0.2963) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [09:36:29.336398] Epoch: [108] [1880/2904] eta: 0:12:54 lr: 0.002352 loss: 0.1938 (0.2000) loss_rec_all: 0.2196 (0.2258) loss_rec_sfr: 0.3118 (0.2969) loss_cl: -0.2781 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [09:36:44.252487] Epoch: [108] [1900/2904] eta: 0:12:38 lr: 0.002352 loss: 0.1906 (0.2000) loss_rec_all: 0.2164 (0.2258) loss_rec_sfr: 0.2727 (0.2967) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [09:36:59.172436] Epoch: [108] [1920/2904] eta: 0:12:23 lr: 0.002352 loss: 0.1913 (0.2000) loss_rec_all: 0.2172 (0.2258) loss_rec_sfr: 0.2787 (0.2967) loss_cl: -0.2782 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [09:37:14.093945] Epoch: [108] [1940/2904] eta: 0:12:08 lr: 0.002352 loss: 0.1862 (0.1999) loss_rec_all: 0.2121 (0.2257) loss_rec_sfr: 0.2816 (0.2965) loss_cl: -0.2782 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [09:37:29.016199] Epoch: [108] [1960/2904] eta: 0:11:53 lr: 0.002352 loss: 0.1876 (0.1998) loss_rec_all: 0.2135 (0.2256) loss_rec_sfr: 0.2713 (0.2964) loss_cl: -0.2789 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [09:37:43.938965] Epoch: [108] [1980/2904] eta: 0:11:37 lr: 0.002352 loss: 0.1888 (0.1998) loss_rec_all: 0.2151 (0.2256) loss_rec_sfr: 0.2868 (0.2963) loss_cl: -0.2801 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [09:37:58.861651] Epoch: [108] [2000/2904] eta: 0:11:22 lr: 0.002352 loss: 0.1930 (0.1998) loss_rec_all: 0.2192 (0.2256) loss_rec_sfr: 0.2744 (0.2963) loss_cl: -0.2789 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [09:38:13.781707] Epoch: [108] [2020/2904] eta: 0:11:07 lr: 0.002352 loss: 0.1917 (0.1998) loss_rec_all: 0.2174 (0.2256) loss_rec_sfr: 0.2975 (0.2964) loss_cl: -0.2784 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [09:38:28.704903] Epoch: [108] [2040/2904] eta: 0:10:52 lr: 0.002352 loss: 0.1906 (0.1998) loss_rec_all: 0.2167 (0.2256) loss_rec_sfr: 0.2713 (0.2964) loss_cl: -0.2789 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [09:38:43.623625] Epoch: [108] [2060/2904] eta: 0:10:37 lr: 0.002352 loss: 0.1889 (0.1998) loss_rec_all: 0.2150 (0.2256) loss_rec_sfr: 0.2794 (0.2963) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [09:38:58.542060] Epoch: [108] [2080/2904] eta: 0:10:22 lr: 0.002352 loss: 0.1953 (0.1999) loss_rec_all: 0.2211 (0.2257) loss_rec_sfr: 0.2952 (0.2966) loss_cl: -0.2780 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [09:39:13.460113] Epoch: [108] [2100/2904] eta: 0:10:06 lr: 0.002352 loss: 0.1889 (0.1998) loss_rec_all: 0.2150 (0.2256) loss_rec_sfr: 0.2509 (0.2965) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [09:39:28.379518] Epoch: [108] [2120/2904] eta: 0:09:51 lr: 0.002352 loss: 0.1907 (0.1999) loss_rec_all: 0.2172 (0.2257) loss_rec_sfr: 0.2796 (0.2965) loss_cl: -0.2799 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [09:39:43.299508] Epoch: [108] [2140/2904] eta: 0:09:36 lr: 0.002352 loss: 0.1899 (0.1998) loss_rec_all: 0.2156 (0.2256) loss_rec_sfr: 0.2756 (0.2965) loss_cl: -0.2777 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [09:39:58.219231] Epoch: [108] [2160/2904] eta: 0:09:21 lr: 0.002352 loss: 0.1892 (0.1998) loss_rec_all: 0.2151 (0.2256) loss_rec_sfr: 0.2812 (0.2963) loss_cl: -0.2796 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [09:40:13.138215] Epoch: [108] [2180/2904] eta: 0:09:06 lr: 0.002352 loss: 0.1920 (0.1998) loss_rec_all: 0.2181 (0.2256) loss_rec_sfr: 0.2853 (0.2963) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [09:40:28.055842] Epoch: [108] [2200/2904] eta: 0:08:51 lr: 0.002352 loss: 0.1961 (0.1998) loss_rec_all: 0.2221 (0.2256) loss_rec_sfr: 0.2787 (0.2964) loss_cl: -0.2793 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [09:40:42.976374] Epoch: [108] [2220/2904] eta: 0:08:35 lr: 0.002352 loss: 0.1923 (0.1999) loss_rec_all: 0.2180 (0.2257) loss_rec_sfr: 0.2889 (0.2966) loss_cl: -0.2776 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [09:40:57.892126] Epoch: [108] [2240/2904] eta: 0:08:20 lr: 0.002352 loss: 0.1899 (0.1998) loss_rec_all: 0.2157 (0.2257) loss_rec_sfr: 0.2771 (0.2965) loss_cl: -0.2781 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [09:41:12.815618] Epoch: [108] [2260/2904] eta: 0:08:05 lr: 0.002352 loss: 0.1972 (0.2000) loss_rec_all: 0.2231 (0.2258) loss_rec_sfr: 0.2753 (0.2968) loss_cl: -0.2780 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [09:41:27.738683] Epoch: [108] [2280/2904] eta: 0:07:50 lr: 0.002352 loss: 0.1874 (0.1999) loss_rec_all: 0.2135 (0.2257) loss_rec_sfr: 0.2691 (0.2966) loss_cl: -0.2795 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [09:41:42.659656] Epoch: [108] [2300/2904] eta: 0:07:35 lr: 0.002352 loss: 0.1874 (0.1999) loss_rec_all: 0.2134 (0.2257) loss_rec_sfr: 0.2780 (0.2965) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [09:41:57.579642] Epoch: [108] [2320/2904] eta: 0:07:20 lr: 0.002352 loss: 0.1921 (0.1999) loss_rec_all: 0.2179 (0.2257) loss_rec_sfr: 0.2734 (0.2964) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [09:42:12.496293] Epoch: [108] [2340/2904] eta: 0:07:05 lr: 0.002352 loss: 0.1906 (0.1999) loss_rec_all: 0.2164 (0.2257) loss_rec_sfr: 0.2879 (0.2965) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [09:42:27.418336] Epoch: [108] [2360/2904] eta: 0:06:50 lr: 0.002352 loss: 0.2022 (0.2000) loss_rec_all: 0.2281 (0.2258) loss_rec_sfr: 0.2757 (0.2968) loss_cl: -0.2780 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [09:42:42.345164] Epoch: [108] [2380/2904] eta: 0:06:34 lr: 0.002352 loss: 0.1934 (0.2000) loss_rec_all: 0.2197 (0.2258) loss_rec_sfr: 0.2797 (0.2968) loss_cl: -0.2788 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [09:42:57.258203] Epoch: [108] [2400/2904] eta: 0:06:19 lr: 0.002352 loss: 0.1874 (0.2000) loss_rec_all: 0.2134 (0.2258) loss_rec_sfr: 0.2423 (0.2967) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [09:43:12.171845] Epoch: [108] [2420/2904] eta: 0:06:04 lr: 0.002352 loss: 0.1883 (0.2000) loss_rec_all: 0.2145 (0.2258) loss_rec_sfr: 0.2663 (0.2966) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [09:43:27.086629] Epoch: [108] [2440/2904] eta: 0:05:49 lr: 0.002352 loss: 0.1890 (0.2000) loss_rec_all: 0.2149 (0.2258) loss_rec_sfr: 0.2765 (0.2965) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [09:43:42.001903] Epoch: [108] [2460/2904] eta: 0:05:34 lr: 0.002352 loss: 0.1912 (0.1999) loss_rec_all: 0.2171 (0.2257) loss_rec_sfr: 0.2753 (0.2963) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [09:43:56.922282] Epoch: [108] [2480/2904] eta: 0:05:19 lr: 0.002352 loss: 0.1862 (0.1998) loss_rec_all: 0.2128 (0.2256) loss_rec_sfr: 0.2506 (0.2961) loss_cl: -0.2794 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [09:44:11.836836] Epoch: [108] [2500/2904] eta: 0:05:04 lr: 0.002352 loss: 0.1892 (0.1999) loss_rec_all: 0.2153 (0.2257) loss_rec_sfr: 0.2776 (0.2963) loss_cl: -0.2799 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [09:44:26.754277] Epoch: [108] [2520/2904] eta: 0:04:49 lr: 0.002352 loss: 0.1947 (0.1999) loss_rec_all: 0.2204 (0.2257) loss_rec_sfr: 0.2785 (0.2963) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [09:44:41.668127] Epoch: [108] [2540/2904] eta: 0:04:34 lr: 0.002352 loss: 0.1872 (0.1999) loss_rec_all: 0.2132 (0.2257) loss_rec_sfr: 0.2406 (0.2960) loss_cl: -0.2783 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [09:44:56.577757] Epoch: [108] [2560/2904] eta: 0:04:19 lr: 0.002352 loss: 0.1890 (0.1998) loss_rec_all: 0.2153 (0.2256) loss_rec_sfr: 0.2433 (0.2958) loss_cl: -0.2791 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [09:45:11.498043] Epoch: [108] [2580/2904] eta: 0:04:04 lr: 0.002352 loss: 0.1933 (0.1998) loss_rec_all: 0.2191 (0.2257) loss_rec_sfr: 0.2700 (0.2958) loss_cl: -0.2793 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [09:45:26.418704] Epoch: [108] [2600/2904] eta: 0:03:48 lr: 0.002352 loss: 0.1919 (0.1998) loss_rec_all: 0.2177 (0.2257) loss_rec_sfr: 0.2886 (0.2959) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [09:45:41.343552] Epoch: [108] [2620/2904] eta: 0:03:33 lr: 0.002352 loss: 0.1898 (0.1998) loss_rec_all: 0.2158 (0.2256) loss_rec_sfr: 0.2691 (0.2959) loss_cl: -0.2784 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [09:45:56.266758] Epoch: [108] [2640/2904] eta: 0:03:18 lr: 0.002352 loss: 0.1869 (0.1998) loss_rec_all: 0.2131 (0.2256) loss_rec_sfr: 0.2660 (0.2957) loss_cl: -0.2788 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [09:46:11.191637] Epoch: [108] [2660/2904] eta: 0:03:03 lr: 0.002352 loss: 0.1885 (0.1998) loss_rec_all: 0.2151 (0.2256) loss_rec_sfr: 0.2809 (0.2959) loss_cl: -0.2793 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [09:46:26.112653] Epoch: [108] [2680/2904] eta: 0:02:48 lr: 0.002352 loss: 0.1898 (0.1998) loss_rec_all: 0.2160 (0.2256) loss_rec_sfr: 0.2763 (0.2959) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [09:46:41.026691] Epoch: [108] [2700/2904] eta: 0:02:33 lr: 0.002352 loss: 0.1924 (0.1998) loss_rec_all: 0.2180 (0.2256) loss_rec_sfr: 0.2869 (0.2959) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [09:46:55.945757] Epoch: [108] [2720/2904] eta: 0:02:18 lr: 0.002352 loss: 0.1886 (0.1998) loss_rec_all: 0.2150 (0.2256) loss_rec_sfr: 0.2729 (0.2958) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [09:47:10.866382] Epoch: [108] [2740/2904] eta: 0:02:03 lr: 0.002352 loss: 0.1921 (0.1998) loss_rec_all: 0.2180 (0.2256) loss_rec_sfr: 0.2749 (0.2958) loss_cl: -0.2784 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [09:47:25.782156] Epoch: [108] [2760/2904] eta: 0:01:48 lr: 0.002352 loss: 0.1923 (0.1998) loss_rec_all: 0.2181 (0.2256) loss_rec_sfr: 0.2956 (0.2959) loss_cl: -0.2793 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [09:47:40.700186] Epoch: [108] [2780/2904] eta: 0:01:33 lr: 0.002352 loss: 0.1895 (0.1997) loss_rec_all: 0.2155 (0.2255) loss_rec_sfr: 0.2725 (0.2958) loss_cl: -0.2796 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [09:47:55.617860] Epoch: [108] [2800/2904] eta: 0:01:18 lr: 0.002352 loss: 0.1905 (0.1997) loss_rec_all: 0.2164 (0.2255) loss_rec_sfr: 0.2804 (0.2958) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [09:48:10.535266] Epoch: [108] [2820/2904] eta: 0:01:03 lr: 0.002352 loss: 0.1930 (0.1997) loss_rec_all: 0.2191 (0.2255) loss_rec_sfr: 0.2818 (0.2958) loss_cl: -0.2783 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [09:48:25.484656] Epoch: [108] [2840/2904] eta: 0:00:48 lr: 0.002352 loss: 0.1925 (0.1997) loss_rec_all: 0.2182 (0.2255) loss_rec_sfr: 0.2776 (0.2958) loss_cl: -0.2784 (-0.2788) time: 0.7474 data: 0.0026 max mem: 29860 [09:48:40.389279] Epoch: [108] [2860/2904] eta: 0:00:33 lr: 0.002352 loss: 0.1911 (0.1997) loss_rec_all: 0.2169 (0.2255) loss_rec_sfr: 0.2802 (0.2957) loss_cl: -0.2799 (-0.2788) time: 0.7452 data: 0.0001 max mem: 29860 [09:48:55.292840] Epoch: [108] [2880/2904] eta: 0:00:18 lr: 0.002352 loss: 0.1949 (0.1997) loss_rec_all: 0.2207 (0.2255) loss_rec_sfr: 0.2784 (0.2957) loss_cl: -0.2797 (-0.2788) time: 0.7451 data: 0.0001 max mem: 29860 [09:49:10.197906] Epoch: [108] [2900/2904] eta: 0:00:03 lr: 0.002352 loss: 0.1874 (0.1996) loss_rec_all: 0.2136 (0.2254) loss_rec_sfr: 0.2780 (0.2956) loss_cl: -0.2796 (-0.2788) time: 0.7452 data: 0.0001 max mem: 29860 [09:49:12.439845] Epoch: [108] [2903/2904] eta: 0:00:00 lr: 0.002352 loss: 0.1902 (0.1996) loss_rec_all: 0.2168 (0.2255) loss_rec_sfr: 0.2780 (0.2957) loss_cl: -0.2794 (-0.2788) time: 0.7452 data: 0.0001 max mem: 29860 [09:49:14.563779] Epoch: [108] Total time: 0:36:27 (0.7531 s / it) [09:49:14.573470] Averaged stats: lr: 0.002352 loss: 0.1902 (0.2031) loss_rec_all: 0.2168 (0.2265) loss_rec_sfr: 0.2780 (0.2987) loss_cl: -0.2794 (-0.2555) [09:49:14.578060] log_dir: ./checkpoint/VF2_ViT-B [09:49:33.507799] Epoch: [109] [ 0/2904] eta: 15:16:09 lr: 0.002352 loss: 0.1835 (0.1835) loss_rec_all: 0.2093 (0.2093) loss_rec_sfr: 0.3001 (0.3001) loss_cl: -0.2796 (-0.2796) time: 18.9289 data: 14.6115 max mem: 29860 [09:49:49.897071] Epoch: [109] [ 20/2904] eta: 1:20:50 lr: 0.002352 loss: 0.1927 (0.2044) loss_rec_all: 0.2189 (0.2299) loss_rec_sfr: 0.2924 (0.3179) loss_cl: -0.2777 (-0.2774) time: 0.8194 data: 0.0390 max mem: 29860 [09:50:04.771415] Epoch: [109] [ 40/2904] eta: 0:58:26 lr: 0.002351 loss: 0.1960 (0.2072) loss_rec_all: 0.2221 (0.2328) loss_rec_sfr: 0.2812 (0.3234) loss_cl: -0.2783 (-0.2778) time: 0.7437 data: 0.0002 max mem: 29860 [09:50:19.661733] Epoch: [109] [ 60/2904] eta: 0:50:34 lr: 0.002351 loss: 0.1949 (0.2077) loss_rec_all: 0.2208 (0.2332) loss_rec_sfr: 0.2798 (0.3203) loss_cl: -0.2790 (-0.2781) time: 0.7445 data: 0.0003 max mem: 29860 [09:50:34.552244] Epoch: [109] [ 80/2904] eta: 0:46:28 lr: 0.002351 loss: 0.1895 (0.2063) loss_rec_all: 0.2155 (0.2320) loss_rec_sfr: 0.2861 (0.3178) loss_cl: -0.2800 (-0.2785) time: 0.7445 data: 0.0002 max mem: 29860 [09:50:49.462040] Epoch: [109] [ 100/2904] eta: 0:43:54 lr: 0.002351 loss: 0.1924 (0.2049) loss_rec_all: 0.2184 (0.2306) loss_rec_sfr: 0.2728 (0.3121) loss_cl: -0.2800 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [09:51:04.379048] Epoch: [109] [ 120/2904] eta: 0:42:06 lr: 0.002351 loss: 0.1908 (0.2036) loss_rec_all: 0.2166 (0.2293) loss_rec_sfr: 0.2870 (0.3099) loss_cl: -0.2777 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [09:51:19.301147] Epoch: [109] [ 140/2904] eta: 0:40:44 lr: 0.002351 loss: 0.1905 (0.2042) loss_rec_all: 0.2167 (0.2299) loss_rec_sfr: 0.2754 (0.3103) loss_cl: -0.2787 (-0.2787) time: 0.7460 data: 0.0005 max mem: 29860 [09:51:34.244976] Epoch: [109] [ 160/2904] eta: 0:39:40 lr: 0.002351 loss: 0.1858 (0.2041) loss_rec_all: 0.2119 (0.2298) loss_rec_sfr: 0.2747 (0.3103) loss_cl: -0.2789 (-0.2787) time: 0.7471 data: 0.0003 max mem: 29860 [09:51:49.159823] Epoch: [109] [ 180/2904] eta: 0:38:46 lr: 0.002351 loss: 0.1931 (0.2043) loss_rec_all: 0.2193 (0.2300) loss_rec_sfr: 0.2878 (0.3117) loss_cl: -0.2789 (-0.2787) time: 0.7457 data: 0.0003 max mem: 29860 [09:52:04.078716] Epoch: [109] [ 200/2904] eta: 0:38:00 lr: 0.002351 loss: 0.1934 (0.2039) loss_rec_all: 0.2192 (0.2296) loss_rec_sfr: 0.2785 (0.3110) loss_cl: -0.2780 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [09:52:19.000650] Epoch: [109] [ 220/2904] eta: 0:37:19 lr: 0.002351 loss: 0.1910 (0.2041) loss_rec_all: 0.2170 (0.2298) loss_rec_sfr: 0.2921 (0.3123) loss_cl: -0.2793 (-0.2787) time: 0.7460 data: 0.0003 max mem: 29860 [09:52:33.934391] Epoch: [109] [ 240/2904] eta: 0:36:43 lr: 0.002351 loss: 0.1868 (0.2040) loss_rec_all: 0.2128 (0.2297) loss_rec_sfr: 0.2763 (0.3116) loss_cl: -0.2782 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [09:52:48.850131] Epoch: [109] [ 260/2904] eta: 0:36:10 lr: 0.002351 loss: 0.1908 (0.2035) loss_rec_all: 0.2166 (0.2292) loss_rec_sfr: 0.2824 (0.3100) loss_cl: -0.2782 (-0.2786) time: 0.7457 data: 0.0003 max mem: 29860 [09:53:03.890906] Epoch: [109] [ 280/2904] eta: 0:35:41 lr: 0.002351 loss: 0.1893 (0.2027) loss_rec_all: 0.2151 (0.2284) loss_rec_sfr: 0.2861 (0.3074) loss_cl: -0.2791 (-0.2787) time: 0.7520 data: 0.0003 max mem: 29860 [09:53:18.806990] Epoch: [109] [ 300/2904] eta: 0:35:12 lr: 0.002351 loss: 0.1904 (0.2030) loss_rec_all: 0.2162 (0.2287) loss_rec_sfr: 0.2994 (0.3089) loss_cl: -0.2786 (-0.2787) time: 0.7457 data: 0.0003 max mem: 29860 [09:53:33.743363] Epoch: [109] [ 320/2904] eta: 0:34:46 lr: 0.002351 loss: 0.1866 (0.2030) loss_rec_all: 0.2126 (0.2287) loss_rec_sfr: 0.2835 (0.3096) loss_cl: -0.2785 (-0.2786) time: 0.7468 data: 0.0002 max mem: 29860 [09:53:48.660512] Epoch: [109] [ 340/2904] eta: 0:34:20 lr: 0.002351 loss: 0.1906 (0.2026) loss_rec_all: 0.2169 (0.2284) loss_rec_sfr: 0.2846 (0.3084) loss_cl: -0.2794 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [09:54:03.736248] Epoch: [109] [ 360/2904] eta: 0:33:57 lr: 0.002351 loss: 0.1922 (0.2025) loss_rec_all: 0.2184 (0.2282) loss_rec_sfr: 0.2842 (0.3080) loss_cl: -0.2793 (-0.2787) time: 0.7537 data: 0.0003 max mem: 29860 [09:54:18.666285] Epoch: [109] [ 380/2904] eta: 0:33:34 lr: 0.002351 loss: 0.1942 (0.2027) loss_rec_all: 0.2200 (0.2284) loss_rec_sfr: 0.2787 (0.3088) loss_cl: -0.2786 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [09:54:33.583587] Epoch: [109] [ 400/2904] eta: 0:33:11 lr: 0.002351 loss: 0.1883 (0.2020) loss_rec_all: 0.2144 (0.2278) loss_rec_sfr: 0.2580 (0.3067) loss_cl: -0.2786 (-0.2787) time: 0.7458 data: 0.0003 max mem: 29860 [09:54:48.504360] Epoch: [109] [ 420/2904] eta: 0:32:50 lr: 0.002351 loss: 0.1896 (0.2021) loss_rec_all: 0.2155 (0.2278) loss_rec_sfr: 0.2774 (0.3069) loss_cl: -0.2791 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [09:55:03.424501] Epoch: [109] [ 440/2904] eta: 0:32:28 lr: 0.002351 loss: 0.1899 (0.2020) loss_rec_all: 0.2158 (0.2277) loss_rec_sfr: 0.2849 (0.3064) loss_cl: -0.2790 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [09:55:18.337364] Epoch: [109] [ 460/2904] eta: 0:32:08 lr: 0.002351 loss: 0.1890 (0.2016) loss_rec_all: 0.2148 (0.2273) loss_rec_sfr: 0.2763 (0.3051) loss_cl: -0.2787 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [09:55:33.249429] Epoch: [109] [ 480/2904] eta: 0:31:48 lr: 0.002351 loss: 0.1945 (0.2017) loss_rec_all: 0.2202 (0.2275) loss_rec_sfr: 0.2769 (0.3052) loss_cl: -0.2784 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [09:55:48.165343] Epoch: [109] [ 500/2904] eta: 0:31:28 lr: 0.002351 loss: 0.1894 (0.2014) loss_rec_all: 0.2154 (0.2271) loss_rec_sfr: 0.2656 (0.3038) loss_cl: -0.2796 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [09:56:03.081238] Epoch: [109] [ 520/2904] eta: 0:31:09 lr: 0.002351 loss: 0.1882 (0.2012) loss_rec_all: 0.2142 (0.2269) loss_rec_sfr: 0.2658 (0.3029) loss_cl: -0.2793 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [09:56:17.997616] Epoch: [109] [ 540/2904] eta: 0:30:50 lr: 0.002351 loss: 0.1934 (0.2011) loss_rec_all: 0.2192 (0.2269) loss_rec_sfr: 0.2898 (0.3027) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [09:56:32.922827] Epoch: [109] [ 560/2904] eta: 0:30:31 lr: 0.002351 loss: 0.1881 (0.2014) loss_rec_all: 0.2138 (0.2272) loss_rec_sfr: 0.2912 (0.3040) loss_cl: -0.2779 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [09:56:47.841635] Epoch: [109] [ 580/2904] eta: 0:30:12 lr: 0.002351 loss: 0.1901 (0.2016) loss_rec_all: 0.2159 (0.2273) loss_rec_sfr: 0.2874 (0.3046) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [09:57:02.787425] Epoch: [109] [ 600/2904] eta: 0:29:54 lr: 0.002351 loss: 0.1913 (0.2014) loss_rec_all: 0.2179 (0.2272) loss_rec_sfr: 0.2752 (0.3040) loss_cl: -0.2792 (-0.2788) time: 0.7473 data: 0.0002 max mem: 29860 [09:57:17.729387] Epoch: [109] [ 620/2904] eta: 0:29:36 lr: 0.002351 loss: 0.1932 (0.2014) loss_rec_all: 0.2191 (0.2271) loss_rec_sfr: 0.2723 (0.3036) loss_cl: -0.2801 (-0.2788) time: 0.7471 data: 0.0002 max mem: 29860 [09:57:32.665282] Epoch: [109] [ 640/2904] eta: 0:29:19 lr: 0.002351 loss: 0.1889 (0.2014) loss_rec_all: 0.2148 (0.2271) loss_rec_sfr: 0.2817 (0.3035) loss_cl: -0.2791 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [09:57:47.581011] Epoch: [109] [ 660/2904] eta: 0:29:01 lr: 0.002351 loss: 0.1949 (0.2014) loss_rec_all: 0.2208 (0.2272) loss_rec_sfr: 0.2962 (0.3037) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [09:58:02.500918] Epoch: [109] [ 680/2904] eta: 0:28:43 lr: 0.002351 loss: 0.1928 (0.2016) loss_rec_all: 0.2189 (0.2274) loss_rec_sfr: 0.2810 (0.3043) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [09:58:17.416247] Epoch: [109] [ 700/2904] eta: 0:28:26 lr: 0.002351 loss: 0.1933 (0.2017) loss_rec_all: 0.2192 (0.2275) loss_rec_sfr: 0.2720 (0.3043) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [09:58:32.343393] Epoch: [109] [ 720/2904] eta: 0:28:09 lr: 0.002351 loss: 0.1917 (0.2016) loss_rec_all: 0.2174 (0.2274) loss_rec_sfr: 0.2765 (0.3038) loss_cl: -0.2778 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [09:58:47.261701] Epoch: [109] [ 740/2904] eta: 0:27:52 lr: 0.002351 loss: 0.1907 (0.2016) loss_rec_all: 0.2165 (0.2273) loss_rec_sfr: 0.2662 (0.3035) loss_cl: -0.2781 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [09:59:02.180744] Epoch: [109] [ 760/2904] eta: 0:27:35 lr: 0.002351 loss: 0.1945 (0.2016) loss_rec_all: 0.2201 (0.2273) loss_rec_sfr: 0.2813 (0.3036) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [09:59:17.099794] Epoch: [109] [ 780/2904] eta: 0:27:18 lr: 0.002351 loss: 0.1891 (0.2015) loss_rec_all: 0.2151 (0.2272) loss_rec_sfr: 0.2368 (0.3028) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [09:59:32.018383] Epoch: [109] [ 800/2904] eta: 0:27:01 lr: 0.002351 loss: 0.1878 (0.2013) loss_rec_all: 0.2138 (0.2271) loss_rec_sfr: 0.2660 (0.3021) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [09:59:46.930062] Epoch: [109] [ 820/2904] eta: 0:26:45 lr: 0.002351 loss: 0.1933 (0.2014) loss_rec_all: 0.2189 (0.2271) loss_rec_sfr: 0.2728 (0.3022) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [10:00:01.853376] Epoch: [109] [ 840/2904] eta: 0:26:28 lr: 0.002351 loss: 0.1908 (0.2014) loss_rec_all: 0.2165 (0.2271) loss_rec_sfr: 0.2791 (0.3021) loss_cl: -0.2792 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [10:00:16.799906] Epoch: [109] [ 860/2904] eta: 0:26:11 lr: 0.002351 loss: 0.1893 (0.2013) loss_rec_all: 0.2155 (0.2271) loss_rec_sfr: 0.2680 (0.3018) loss_cl: -0.2790 (-0.2788) time: 0.7473 data: 0.0002 max mem: 29860 [10:00:31.721136] Epoch: [109] [ 880/2904] eta: 0:25:55 lr: 0.002351 loss: 0.1900 (0.2014) loss_rec_all: 0.2158 (0.2271) loss_rec_sfr: 0.2972 (0.3025) loss_cl: -0.2783 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [10:00:46.649979] Epoch: [109] [ 900/2904] eta: 0:25:39 lr: 0.002351 loss: 0.1919 (0.2014) loss_rec_all: 0.2177 (0.2271) loss_rec_sfr: 0.2737 (0.3024) loss_cl: -0.2789 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [10:01:01.580993] Epoch: [109] [ 920/2904] eta: 0:25:22 lr: 0.002351 loss: 0.1865 (0.2015) loss_rec_all: 0.2123 (0.2272) loss_rec_sfr: 0.2841 (0.3028) loss_cl: -0.2791 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [10:01:16.513199] Epoch: [109] [ 940/2904] eta: 0:25:06 lr: 0.002351 loss: 0.1921 (0.2014) loss_rec_all: 0.2182 (0.2271) loss_rec_sfr: 0.2717 (0.3025) loss_cl: -0.2793 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [10:01:31.442415] Epoch: [109] [ 960/2904] eta: 0:24:50 lr: 0.002351 loss: 0.1914 (0.2013) loss_rec_all: 0.2171 (0.2271) loss_rec_sfr: 0.2557 (0.3019) loss_cl: -0.2786 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [10:01:46.369325] Epoch: [109] [ 980/2904] eta: 0:24:34 lr: 0.002351 loss: 0.1900 (0.2014) loss_rec_all: 0.2163 (0.2271) loss_rec_sfr: 0.2656 (0.3020) loss_cl: -0.2792 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [10:02:01.297374] Epoch: [109] [1000/2904] eta: 0:24:18 lr: 0.002351 loss: 0.1886 (0.2012) loss_rec_all: 0.2143 (0.2270) loss_rec_sfr: 0.2632 (0.3016) loss_cl: -0.2784 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [10:02:16.229494] Epoch: [109] [1020/2904] eta: 0:24:02 lr: 0.002351 loss: 0.1873 (0.2012) loss_rec_all: 0.2131 (0.2270) loss_rec_sfr: 0.2777 (0.3015) loss_cl: -0.2789 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [10:02:31.166294] Epoch: [109] [1040/2904] eta: 0:23:46 lr: 0.002351 loss: 0.1903 (0.2012) loss_rec_all: 0.2161 (0.2270) loss_rec_sfr: 0.2529 (0.3013) loss_cl: -0.2786 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [10:02:46.101322] Epoch: [109] [1060/2904] eta: 0:23:30 lr: 0.002351 loss: 0.1900 (0.2011) loss_rec_all: 0.2160 (0.2269) loss_rec_sfr: 0.2692 (0.3009) loss_cl: -0.2785 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [10:03:01.032854] Epoch: [109] [1080/2904] eta: 0:23:14 lr: 0.002351 loss: 0.1902 (0.2011) loss_rec_all: 0.2163 (0.2269) loss_rec_sfr: 0.2812 (0.3008) loss_cl: -0.2797 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [10:03:15.964177] Epoch: [109] [1100/2904] eta: 0:22:58 lr: 0.002351 loss: 0.1894 (0.2010) loss_rec_all: 0.2155 (0.2268) loss_rec_sfr: 0.2490 (0.3002) loss_cl: -0.2797 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [10:03:30.893789] Epoch: [109] [1120/2904] eta: 0:22:42 lr: 0.002351 loss: 0.1895 (0.2010) loss_rec_all: 0.2154 (0.2268) loss_rec_sfr: 0.2883 (0.3004) loss_cl: -0.2779 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [10:03:45.824598] Epoch: [109] [1140/2904] eta: 0:22:26 lr: 0.002351 loss: 0.1919 (0.2012) loss_rec_all: 0.2180 (0.2270) loss_rec_sfr: 0.2846 (0.3011) loss_cl: -0.2781 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [10:04:00.752389] Epoch: [109] [1160/2904] eta: 0:22:11 lr: 0.002351 loss: 0.1936 (0.2011) loss_rec_all: 0.2192 (0.2269) loss_rec_sfr: 0.2854 (0.3010) loss_cl: -0.2787 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [10:04:15.678614] Epoch: [109] [1180/2904] eta: 0:21:55 lr: 0.002351 loss: 0.1879 (0.2011) loss_rec_all: 0.2144 (0.2269) loss_rec_sfr: 0.2796 (0.3008) loss_cl: -0.2790 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [10:04:30.609530] Epoch: [109] [1200/2904] eta: 0:21:39 lr: 0.002351 loss: 0.1898 (0.2012) loss_rec_all: 0.2161 (0.2269) loss_rec_sfr: 0.2853 (0.3011) loss_cl: -0.2790 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [10:04:45.541186] Epoch: [109] [1220/2904] eta: 0:21:23 lr: 0.002351 loss: 0.1900 (0.2011) loss_rec_all: 0.2160 (0.2269) loss_rec_sfr: 0.2733 (0.3010) loss_cl: -0.2783 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [10:05:00.475520] Epoch: [109] [1240/2904] eta: 0:21:08 lr: 0.002351 loss: 0.1931 (0.2012) loss_rec_all: 0.2191 (0.2270) loss_rec_sfr: 0.2829 (0.3012) loss_cl: -0.2787 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [10:05:15.404607] Epoch: [109] [1260/2904] eta: 0:20:52 lr: 0.002351 loss: 0.1884 (0.2012) loss_rec_all: 0.2147 (0.2270) loss_rec_sfr: 0.2419 (0.3012) loss_cl: -0.2794 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [10:05:30.327854] Epoch: [109] [1280/2904] eta: 0:20:36 lr: 0.002351 loss: 0.1903 (0.2012) loss_rec_all: 0.2163 (0.2270) loss_rec_sfr: 0.2836 (0.3011) loss_cl: -0.2792 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [10:05:45.254945] Epoch: [109] [1300/2904] eta: 0:20:21 lr: 0.002351 loss: 0.1914 (0.2014) loss_rec_all: 0.2171 (0.2271) loss_rec_sfr: 0.2969 (0.3017) loss_cl: -0.2785 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [10:06:00.186318] Epoch: [109] [1320/2904] eta: 0:20:05 lr: 0.002351 loss: 0.1961 (0.2016) loss_rec_all: 0.2222 (0.2273) loss_rec_sfr: 0.2755 (0.3023) loss_cl: -0.2778 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [10:06:15.126882] Epoch: [109] [1340/2904] eta: 0:19:50 lr: 0.002351 loss: 0.1890 (0.2014) loss_rec_all: 0.2150 (0.2272) loss_rec_sfr: 0.2842 (0.3020) loss_cl: -0.2801 (-0.2788) time: 0.7470 data: 0.0002 max mem: 29860 [10:06:30.055210] Epoch: [109] [1360/2904] eta: 0:19:34 lr: 0.002351 loss: 0.1883 (0.2013) loss_rec_all: 0.2143 (0.2271) loss_rec_sfr: 0.2685 (0.3018) loss_cl: -0.2790 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [10:06:44.990107] Epoch: [109] [1380/2904] eta: 0:19:19 lr: 0.002351 loss: 0.1935 (0.2014) loss_rec_all: 0.2192 (0.2271) loss_rec_sfr: 0.2714 (0.3018) loss_cl: -0.2788 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [10:06:59.926255] Epoch: [109] [1400/2904] eta: 0:19:03 lr: 0.002351 loss: 0.1919 (0.2015) loss_rec_all: 0.2181 (0.2272) loss_rec_sfr: 0.2820 (0.3021) loss_cl: -0.2785 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [10:07:14.861162] Epoch: [109] [1420/2904] eta: 0:18:48 lr: 0.002351 loss: 0.1894 (0.2014) loss_rec_all: 0.2159 (0.2272) loss_rec_sfr: 0.2706 (0.3019) loss_cl: -0.2797 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [10:07:29.796028] Epoch: [109] [1440/2904] eta: 0:18:32 lr: 0.002351 loss: 0.1930 (0.2015) loss_rec_all: 0.2189 (0.2272) loss_rec_sfr: 0.2938 (0.3021) loss_cl: -0.2789 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [10:07:44.717504] Epoch: [109] [1460/2904] eta: 0:18:17 lr: 0.002351 loss: 0.1936 (0.2015) loss_rec_all: 0.2198 (0.2273) loss_rec_sfr: 0.2762 (0.3023) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [10:07:59.643598] Epoch: [109] [1480/2904] eta: 0:18:01 lr: 0.002351 loss: 0.1930 (0.2016) loss_rec_all: 0.2190 (0.2273) loss_rec_sfr: 0.2790 (0.3022) loss_cl: -0.2784 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [10:08:14.570135] Epoch: [109] [1500/2904] eta: 0:17:46 lr: 0.002351 loss: 0.1915 (0.2016) loss_rec_all: 0.2173 (0.2274) loss_rec_sfr: 0.2958 (0.3025) loss_cl: -0.2788 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [10:08:29.498798] Epoch: [109] [1520/2904] eta: 0:17:30 lr: 0.002351 loss: 0.1892 (0.2016) loss_rec_all: 0.2152 (0.2274) loss_rec_sfr: 0.2872 (0.3025) loss_cl: -0.2785 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [10:08:44.425067] Epoch: [109] [1540/2904] eta: 0:17:15 lr: 0.002351 loss: 0.1928 (0.2017) loss_rec_all: 0.2185 (0.2274) loss_rec_sfr: 0.2990 (0.3029) loss_cl: -0.2795 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [10:08:59.346057] Epoch: [109] [1560/2904] eta: 0:17:00 lr: 0.002351 loss: 0.1895 (0.2017) loss_rec_all: 0.2158 (0.2275) loss_rec_sfr: 0.2777 (0.3030) loss_cl: -0.2796 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [10:09:14.275401] Epoch: [109] [1580/2904] eta: 0:16:44 lr: 0.002351 loss: 0.1914 (0.2017) loss_rec_all: 0.2175 (0.2275) loss_rec_sfr: 0.2777 (0.3030) loss_cl: -0.2783 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [10:09:29.218499] Epoch: [109] [1600/2904] eta: 0:16:29 lr: 0.002351 loss: 0.1906 (0.2016) loss_rec_all: 0.2163 (0.2274) loss_rec_sfr: 0.2895 (0.3028) loss_cl: -0.2780 (-0.2788) time: 0.7471 data: 0.0002 max mem: 29860 [10:09:44.154047] Epoch: [109] [1620/2904] eta: 0:16:13 lr: 0.002351 loss: 0.1874 (0.2016) loss_rec_all: 0.2130 (0.2273) loss_rec_sfr: 0.2870 (0.3029) loss_cl: -0.2781 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [10:09:59.074548] Epoch: [109] [1640/2904] eta: 0:15:58 lr: 0.002351 loss: 0.1909 (0.2015) loss_rec_all: 0.2168 (0.2273) loss_rec_sfr: 0.2793 (0.3028) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [10:10:13.993210] Epoch: [109] [1660/2904] eta: 0:15:43 lr: 0.002351 loss: 0.1904 (0.2016) loss_rec_all: 0.2164 (0.2273) loss_rec_sfr: 0.2811 (0.3028) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [10:10:28.909449] Epoch: [109] [1680/2904] eta: 0:15:27 lr: 0.002351 loss: 0.1894 (0.2016) loss_rec_all: 0.2153 (0.2273) loss_rec_sfr: 0.2886 (0.3028) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [10:10:43.832003] Epoch: [109] [1700/2904] eta: 0:15:12 lr: 0.002351 loss: 0.1876 (0.2015) loss_rec_all: 0.2137 (0.2273) loss_rec_sfr: 0.2670 (0.3026) loss_cl: -0.2794 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [10:10:58.762785] Epoch: [109] [1720/2904] eta: 0:14:57 lr: 0.002351 loss: 0.1928 (0.2015) loss_rec_all: 0.2184 (0.2273) loss_rec_sfr: 0.2732 (0.3025) loss_cl: -0.2799 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [10:11:13.702039] Epoch: [109] [1740/2904] eta: 0:14:41 lr: 0.002351 loss: 0.1908 (0.2015) loss_rec_all: 0.2166 (0.2273) loss_rec_sfr: 0.2858 (0.3025) loss_cl: -0.2787 (-0.2788) time: 0.7469 data: 0.0002 max mem: 29860 [10:11:28.609119] Epoch: [109] [1760/2904] eta: 0:14:26 lr: 0.002351 loss: 0.1948 (0.2015) loss_rec_all: 0.2203 (0.2273) loss_rec_sfr: 0.2859 (0.3026) loss_cl: -0.2773 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [10:11:43.529263] Epoch: [109] [1780/2904] eta: 0:14:11 lr: 0.002351 loss: 0.1930 (0.2015) loss_rec_all: 0.2189 (0.2273) loss_rec_sfr: 0.2828 (0.3025) loss_cl: -0.2782 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [10:11:58.450029] Epoch: [109] [1800/2904] eta: 0:13:55 lr: 0.002351 loss: 0.1896 (0.2015) loss_rec_all: 0.2157 (0.2273) loss_rec_sfr: 0.2921 (0.3028) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [10:12:13.369128] Epoch: [109] [1820/2904] eta: 0:13:40 lr: 0.002351 loss: 0.1910 (0.2015) loss_rec_all: 0.2172 (0.2273) loss_rec_sfr: 0.2651 (0.3026) loss_cl: -0.2804 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [10:12:28.293647] Epoch: [109] [1840/2904] eta: 0:13:25 lr: 0.002351 loss: 0.1888 (0.2015) loss_rec_all: 0.2147 (0.2272) loss_rec_sfr: 0.2948 (0.3027) loss_cl: -0.2788 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [10:12:43.220786] Epoch: [109] [1860/2904] eta: 0:13:10 lr: 0.002351 loss: 0.1882 (0.2014) loss_rec_all: 0.2138 (0.2272) loss_rec_sfr: 0.2926 (0.3027) loss_cl: -0.2779 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [10:12:58.147557] Epoch: [109] [1880/2904] eta: 0:12:54 lr: 0.002351 loss: 0.1933 (0.2015) loss_rec_all: 0.2192 (0.2273) loss_rec_sfr: 0.2884 (0.3029) loss_cl: -0.2785 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [10:13:13.069456] Epoch: [109] [1900/2904] eta: 0:12:39 lr: 0.002351 loss: 0.1897 (0.2015) loss_rec_all: 0.2161 (0.2272) loss_rec_sfr: 0.2415 (0.3026) loss_cl: -0.2791 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [10:13:27.989378] Epoch: [109] [1920/2904] eta: 0:12:24 lr: 0.002351 loss: 0.1948 (0.2015) loss_rec_all: 0.2207 (0.2273) loss_rec_sfr: 0.2876 (0.3027) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [10:13:42.910879] Epoch: [109] [1940/2904] eta: 0:12:09 lr: 0.002351 loss: 0.1950 (0.2015) loss_rec_all: 0.2208 (0.2273) loss_rec_sfr: 0.2894 (0.3027) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [10:13:57.832289] Epoch: [109] [1960/2904] eta: 0:11:53 lr: 0.002351 loss: 0.1889 (0.2014) loss_rec_all: 0.2147 (0.2272) loss_rec_sfr: 0.2701 (0.3024) loss_cl: -0.2783 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [10:14:12.757921] Epoch: [109] [1980/2904] eta: 0:11:38 lr: 0.002351 loss: 0.1895 (0.2014) loss_rec_all: 0.2154 (0.2272) loss_rec_sfr: 0.2831 (0.3024) loss_cl: -0.2791 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [10:14:27.679989] Epoch: [109] [2000/2904] eta: 0:11:23 lr: 0.002351 loss: 0.1895 (0.2014) loss_rec_all: 0.2154 (0.2272) loss_rec_sfr: 0.2823 (0.3024) loss_cl: -0.2792 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [10:14:42.601351] Epoch: [109] [2020/2904] eta: 0:11:08 lr: 0.002351 loss: 0.1866 (0.2013) loss_rec_all: 0.2124 (0.2271) loss_rec_sfr: 0.2805 (0.3023) loss_cl: -0.2793 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [10:14:57.519780] Epoch: [109] [2040/2904] eta: 0:10:53 lr: 0.002351 loss: 0.1887 (0.2014) loss_rec_all: 0.2146 (0.2271) loss_rec_sfr: 0.2854 (0.3025) loss_cl: -0.2783 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [10:15:12.436960] Epoch: [109] [2060/2904] eta: 0:10:37 lr: 0.002351 loss: 0.1895 (0.2014) loss_rec_all: 0.2153 (0.2271) loss_rec_sfr: 0.2876 (0.3024) loss_cl: -0.2777 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [10:15:27.495440] Epoch: [109] [2080/2904] eta: 0:10:22 lr: 0.002351 loss: 0.1921 (0.2013) loss_rec_all: 0.2180 (0.2270) loss_rec_sfr: 0.2830 (0.3021) loss_cl: -0.2790 (-0.2788) time: 0.7529 data: 0.0002 max mem: 29860 [10:15:42.412555] Epoch: [109] [2100/2904] eta: 0:10:07 lr: 0.002351 loss: 0.1869 (0.2012) loss_rec_all: 0.2133 (0.2269) loss_rec_sfr: 0.2689 (0.3018) loss_cl: -0.2803 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [10:15:57.325962] Epoch: [109] [2120/2904] eta: 0:09:52 lr: 0.002350 loss: 0.1924 (0.2012) loss_rec_all: 0.2184 (0.2270) loss_rec_sfr: 0.2903 (0.3021) loss_cl: -0.2783 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [10:16:12.244331] Epoch: [109] [2140/2904] eta: 0:09:37 lr: 0.002350 loss: 0.1877 (0.2011) loss_rec_all: 0.2135 (0.2269) loss_rec_sfr: 0.2686 (0.3019) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [10:16:27.159082] Epoch: [109] [2160/2904] eta: 0:09:22 lr: 0.002350 loss: 0.1884 (0.2011) loss_rec_all: 0.2143 (0.2269) loss_rec_sfr: 0.2793 (0.3018) loss_cl: -0.2783 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [10:16:42.079032] Epoch: [109] [2180/2904] eta: 0:09:06 lr: 0.002350 loss: 0.1911 (0.2010) loss_rec_all: 0.2168 (0.2268) loss_rec_sfr: 0.2698 (0.3015) loss_cl: -0.2779 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [10:16:56.996976] Epoch: [109] [2200/2904] eta: 0:08:51 lr: 0.002350 loss: 0.1899 (0.2011) loss_rec_all: 0.2161 (0.2269) loss_rec_sfr: 0.2909 (0.3018) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [10:17:11.918014] Epoch: [109] [2220/2904] eta: 0:08:36 lr: 0.002350 loss: 0.1915 (0.2011) loss_rec_all: 0.2180 (0.2269) loss_rec_sfr: 0.2398 (0.3017) loss_cl: -0.2796 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [10:17:26.838514] Epoch: [109] [2240/2904] eta: 0:08:21 lr: 0.002350 loss: 0.1918 (0.2012) loss_rec_all: 0.2181 (0.2270) loss_rec_sfr: 0.2823 (0.3019) loss_cl: -0.2793 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [10:17:41.755662] Epoch: [109] [2260/2904] eta: 0:08:06 lr: 0.002350 loss: 0.1917 (0.2012) loss_rec_all: 0.2178 (0.2270) loss_rec_sfr: 0.2806 (0.3019) loss_cl: -0.2782 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [10:17:56.673016] Epoch: [109] [2280/2904] eta: 0:07:51 lr: 0.002350 loss: 0.1897 (0.2012) loss_rec_all: 0.2154 (0.2270) loss_rec_sfr: 0.2957 (0.3020) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [10:18:11.588361] Epoch: [109] [2300/2904] eta: 0:07:35 lr: 0.002350 loss: 0.1926 (0.2012) loss_rec_all: 0.2184 (0.2270) loss_rec_sfr: 0.2839 (0.3020) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [10:18:26.509290] Epoch: [109] [2320/2904] eta: 0:07:20 lr: 0.002350 loss: 0.1926 (0.2013) loss_rec_all: 0.2187 (0.2270) loss_rec_sfr: 0.2780 (0.3021) loss_cl: -0.2792 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [10:18:41.421390] Epoch: [109] [2340/2904] eta: 0:07:05 lr: 0.002350 loss: 0.1901 (0.2013) loss_rec_all: 0.2160 (0.2271) loss_rec_sfr: 0.2928 (0.3023) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [10:18:56.342249] Epoch: [109] [2360/2904] eta: 0:06:50 lr: 0.002350 loss: 0.1884 (0.2013) loss_rec_all: 0.2143 (0.2270) loss_rec_sfr: 0.2740 (0.3021) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [10:19:11.257745] Epoch: [109] [2380/2904] eta: 0:06:35 lr: 0.002350 loss: 0.1905 (0.2013) loss_rec_all: 0.2164 (0.2270) loss_rec_sfr: 0.2850 (0.3022) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [10:19:26.178091] Epoch: [109] [2400/2904] eta: 0:06:20 lr: 0.002350 loss: 0.1885 (0.2013) loss_rec_all: 0.2147 (0.2270) loss_rec_sfr: 0.2860 (0.3023) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [10:19:41.087048] Epoch: [109] [2420/2904] eta: 0:06:05 lr: 0.002350 loss: 0.1958 (0.2013) loss_rec_all: 0.2215 (0.2271) loss_rec_sfr: 0.2828 (0.3023) loss_cl: -0.2787 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [10:19:56.005245] Epoch: [109] [2440/2904] eta: 0:05:50 lr: 0.002350 loss: 0.1959 (0.2014) loss_rec_all: 0.2219 (0.2272) loss_rec_sfr: 0.2794 (0.3025) loss_cl: -0.2783 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [10:20:10.934859] Epoch: [109] [2460/2904] eta: 0:05:34 lr: 0.002350 loss: 0.1898 (0.2013) loss_rec_all: 0.2158 (0.2271) loss_rec_sfr: 0.2717 (0.3023) loss_cl: -0.2788 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [10:20:25.856846] Epoch: [109] [2480/2904] eta: 0:05:19 lr: 0.002350 loss: 0.2022 (0.2015) loss_rec_all: 0.2281 (0.2272) loss_rec_sfr: 0.2898 (0.3027) loss_cl: -0.2784 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [10:20:40.775131] Epoch: [109] [2500/2904] eta: 0:05:04 lr: 0.002350 loss: 0.1943 (0.2014) loss_rec_all: 0.2207 (0.2272) loss_rec_sfr: 0.2860 (0.3026) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [10:20:55.700024] Epoch: [109] [2520/2904] eta: 0:04:49 lr: 0.002350 loss: 0.1905 (0.2014) loss_rec_all: 0.2164 (0.2272) loss_rec_sfr: 0.2866 (0.3026) loss_cl: -0.2786 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [10:21:10.626674] Epoch: [109] [2540/2904] eta: 0:04:34 lr: 0.002350 loss: 0.1885 (0.2014) loss_rec_all: 0.2143 (0.2272) loss_rec_sfr: 0.2848 (0.3025) loss_cl: -0.2790 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [10:21:25.551975] Epoch: [109] [2560/2904] eta: 0:04:19 lr: 0.002350 loss: 0.1903 (0.2014) loss_rec_all: 0.2167 (0.2272) loss_rec_sfr: 0.2549 (0.3024) loss_cl: -0.2782 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [10:21:40.477193] Epoch: [109] [2580/2904] eta: 0:04:04 lr: 0.002350 loss: 0.1940 (0.2014) loss_rec_all: 0.2197 (0.2272) loss_rec_sfr: 0.2585 (0.3023) loss_cl: -0.2795 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [10:21:55.398019] Epoch: [109] [2600/2904] eta: 0:03:49 lr: 0.002350 loss: 0.1897 (0.2014) loss_rec_all: 0.2155 (0.2271) loss_rec_sfr: 0.2884 (0.3022) loss_cl: -0.2795 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [10:22:10.317640] Epoch: [109] [2620/2904] eta: 0:03:34 lr: 0.002350 loss: 0.1895 (0.2013) loss_rec_all: 0.2153 (0.2271) loss_rec_sfr: 0.2757 (0.3019) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [10:22:25.242062] Epoch: [109] [2640/2904] eta: 0:03:18 lr: 0.002350 loss: 0.1939 (0.2014) loss_rec_all: 0.2199 (0.2272) loss_rec_sfr: 0.2734 (0.3022) loss_cl: -0.2789 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [10:22:40.159652] Epoch: [109] [2660/2904] eta: 0:03:03 lr: 0.002350 loss: 0.1886 (0.2014) loss_rec_all: 0.2151 (0.2271) loss_rec_sfr: 0.2672 (0.3020) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [10:22:55.072658] Epoch: [109] [2680/2904] eta: 0:02:48 lr: 0.002350 loss: 0.1930 (0.2014) loss_rec_all: 0.2189 (0.2272) loss_rec_sfr: 0.2902 (0.3022) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [10:23:09.985690] Epoch: [109] [2700/2904] eta: 0:02:33 lr: 0.002350 loss: 0.1924 (0.2014) loss_rec_all: 0.2182 (0.2271) loss_rec_sfr: 0.2726 (0.3020) loss_cl: -0.2793 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [10:23:24.899478] Epoch: [109] [2720/2904] eta: 0:02:18 lr: 0.002350 loss: 0.1907 (0.2014) loss_rec_all: 0.2167 (0.2271) loss_rec_sfr: 0.2896 (0.3020) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [10:23:39.817815] Epoch: [109] [2740/2904] eta: 0:02:03 lr: 0.002350 loss: 0.1896 (0.2013) loss_rec_all: 0.2156 (0.2271) loss_rec_sfr: 0.2641 (0.3019) loss_cl: -0.2780 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [10:23:54.735819] Epoch: [109] [2760/2904] eta: 0:01:48 lr: 0.002350 loss: 0.1884 (0.2013) loss_rec_all: 0.2146 (0.2271) loss_rec_sfr: 0.2810 (0.3019) loss_cl: -0.2783 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [10:24:09.647084] Epoch: [109] [2780/2904] eta: 0:01:33 lr: 0.002350 loss: 0.1928 (0.2014) loss_rec_all: 0.2189 (0.2271) loss_rec_sfr: 0.2953 (0.3021) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [10:24:24.561343] Epoch: [109] [2800/2904] eta: 0:01:18 lr: 0.002350 loss: 0.1904 (0.2013) loss_rec_all: 0.2164 (0.2271) loss_rec_sfr: 0.2954 (0.3020) loss_cl: -0.2800 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [10:24:39.480538] Epoch: [109] [2820/2904] eta: 0:01:03 lr: 0.002350 loss: 0.1914 (0.2013) loss_rec_all: 0.2170 (0.2271) loss_rec_sfr: 0.2896 (0.3020) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [10:24:54.429835] Epoch: [109] [2840/2904] eta: 0:00:48 lr: 0.002350 loss: 0.1962 (0.2014) loss_rec_all: 0.2219 (0.2272) loss_rec_sfr: 0.3017 (0.3024) loss_cl: -0.2777 (-0.2788) time: 0.7474 data: 0.0024 max mem: 29860 [10:25:09.338673] Epoch: [109] [2860/2904] eta: 0:00:33 lr: 0.002350 loss: 0.1879 (0.2014) loss_rec_all: 0.2136 (0.2271) loss_rec_sfr: 0.2783 (0.3023) loss_cl: -0.2776 (-0.2788) time: 0.7454 data: 0.0001 max mem: 29860 [10:25:24.240303] Epoch: [109] [2880/2904] eta: 0:00:18 lr: 0.002350 loss: 0.1958 (0.2013) loss_rec_all: 0.2218 (0.2271) loss_rec_sfr: 0.2759 (0.3022) loss_cl: -0.2783 (-0.2787) time: 0.7450 data: 0.0001 max mem: 29860 [10:25:39.144033] Epoch: [109] [2900/2904] eta: 0:00:03 lr: 0.002350 loss: 0.1871 (0.2013) loss_rec_all: 0.2132 (0.2270) loss_rec_sfr: 0.2740 (0.3020) loss_cl: -0.2797 (-0.2788) time: 0.7451 data: 0.0001 max mem: 29860 [10:25:41.386906] Epoch: [109] [2903/2904] eta: 0:00:00 lr: 0.002350 loss: 0.1871 (0.2013) loss_rec_all: 0.2132 (0.2270) loss_rec_sfr: 0.2740 (0.3019) loss_cl: -0.2798 (-0.2788) time: 0.7451 data: 0.0001 max mem: 29860 [10:25:43.504940] Epoch: [109] Total time: 0:36:28 (0.7538 s / it) [10:25:43.511825] Averaged stats: lr: 0.002350 loss: 0.1871 (0.2031) loss_rec_all: 0.2132 (0.2266) loss_rec_sfr: 0.2740 (0.2999) loss_cl: -0.2798 (-0.2555) [10:25:43.516547] log_dir: ./checkpoint/VF2_ViT-B [10:26:00.558996] Epoch: [110] [ 0/2904] eta: 13:44:48 lr: 0.002350 loss: 0.1818 (0.1818) loss_rec_all: 0.2083 (0.2083) loss_rec_sfr: 0.2066 (0.2066) loss_cl: -0.2792 (-0.2792) time: 17.0417 data: 14.9772 max mem: 29860 [10:26:16.104773] Epoch: [110] [ 20/2904] eta: 1:14:35 lr: 0.002350 loss: 0.1946 (0.1973) loss_rec_all: 0.2203 (0.2232) loss_rec_sfr: 0.2839 (0.2896) loss_cl: -0.2785 (-0.2788) time: 0.7772 data: 0.0066 max mem: 29860 [10:26:30.989483] Epoch: [110] [ 40/2904] eta: 0:55:15 lr: 0.002350 loss: 0.1885 (0.1960) loss_rec_all: 0.2146 (0.2219) loss_rec_sfr: 0.2826 (0.2882) loss_cl: -0.2784 (-0.2786) time: 0.7442 data: 0.0002 max mem: 29860 [10:26:45.883585] Epoch: [110] [ 60/2904] eta: 0:48:27 lr: 0.002350 loss: 0.1904 (0.1946) loss_rec_all: 0.2164 (0.2205) loss_rec_sfr: 0.2828 (0.2865) loss_cl: -0.2794 (-0.2788) time: 0.7447 data: 0.0002 max mem: 29860 [10:27:00.781082] Epoch: [110] [ 80/2904] eta: 0:44:53 lr: 0.002350 loss: 0.1904 (0.1967) loss_rec_all: 0.2162 (0.2226) loss_rec_sfr: 0.2769 (0.2910) loss_cl: -0.2794 (-0.2789) time: 0.7448 data: 0.0002 max mem: 29860 [10:27:15.700371] Epoch: [110] [ 100/2904] eta: 0:42:39 lr: 0.002350 loss: 0.1950 (0.1992) loss_rec_all: 0.2209 (0.2250) loss_rec_sfr: 0.2811 (0.2979) loss_cl: -0.2794 (-0.2790) time: 0.7459 data: 0.0002 max mem: 29860 [10:27:30.627156] Epoch: [110] [ 120/2904] eta: 0:41:04 lr: 0.002350 loss: 0.1885 (0.1993) loss_rec_all: 0.2146 (0.2251) loss_rec_sfr: 0.2832 (0.2981) loss_cl: -0.2778 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [10:27:45.582057] Epoch: [110] [ 140/2904] eta: 0:39:52 lr: 0.002350 loss: 0.1937 (0.2001) loss_rec_all: 0.2198 (0.2258) loss_rec_sfr: 0.2743 (0.2996) loss_cl: -0.2786 (-0.2787) time: 0.7477 data: 0.0002 max mem: 29860 [10:28:00.510442] Epoch: [110] [ 160/2904] eta: 0:38:54 lr: 0.002350 loss: 0.1910 (0.2008) loss_rec_all: 0.2172 (0.2266) loss_rec_sfr: 0.2905 (0.3022) loss_cl: -0.2792 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [10:28:15.429494] Epoch: [110] [ 180/2904] eta: 0:38:06 lr: 0.002350 loss: 0.1908 (0.2007) loss_rec_all: 0.2169 (0.2264) loss_rec_sfr: 0.2698 (0.3019) loss_cl: -0.2797 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [10:28:30.352880] Epoch: [110] [ 200/2904] eta: 0:37:24 lr: 0.002350 loss: 0.1933 (0.2012) loss_rec_all: 0.2191 (0.2270) loss_rec_sfr: 0.2842 (0.3032) loss_cl: -0.2782 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [10:28:45.291193] Epoch: [110] [ 220/2904] eta: 0:36:47 lr: 0.002350 loss: 0.1937 (0.2010) loss_rec_all: 0.2198 (0.2268) loss_rec_sfr: 0.2759 (0.3023) loss_cl: -0.2788 (-0.2788) time: 0.7469 data: 0.0002 max mem: 29860 [10:29:00.214482] Epoch: [110] [ 240/2904] eta: 0:36:14 lr: 0.002350 loss: 0.1919 (0.2013) loss_rec_all: 0.2183 (0.2270) loss_rec_sfr: 0.2756 (0.3027) loss_cl: -0.2793 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [10:29:15.136795] Epoch: [110] [ 260/2904] eta: 0:35:43 lr: 0.002350 loss: 0.1882 (0.2011) loss_rec_all: 0.2145 (0.2269) loss_rec_sfr: 0.2738 (0.3022) loss_cl: -0.2796 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [10:29:30.080385] Epoch: [110] [ 280/2904] eta: 0:35:15 lr: 0.002350 loss: 0.1886 (0.2010) loss_rec_all: 0.2147 (0.2268) loss_rec_sfr: 0.2452 (0.3009) loss_cl: -0.2781 (-0.2788) time: 0.7471 data: 0.0002 max mem: 29860 [10:29:45.002997] Epoch: [110] [ 300/2904] eta: 0:34:49 lr: 0.002350 loss: 0.1896 (0.2010) loss_rec_all: 0.2153 (0.2267) loss_rec_sfr: 0.2806 (0.3003) loss_cl: -0.2781 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [10:29:59.926411] Epoch: [110] [ 320/2904] eta: 0:34:23 lr: 0.002350 loss: 0.1911 (0.2007) loss_rec_all: 0.2175 (0.2265) loss_rec_sfr: 0.2872 (0.2999) loss_cl: -0.2792 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [10:30:14.850155] Epoch: [110] [ 340/2904] eta: 0:34:00 lr: 0.002350 loss: 0.1922 (0.2010) loss_rec_all: 0.2181 (0.2268) loss_rec_sfr: 0.2913 (0.3012) loss_cl: -0.2792 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [10:30:29.791984] Epoch: [110] [ 360/2904] eta: 0:33:37 lr: 0.002350 loss: 0.1886 (0.2011) loss_rec_all: 0.2145 (0.2269) loss_rec_sfr: 0.2805 (0.3016) loss_cl: -0.2793 (-0.2788) time: 0.7471 data: 0.0002 max mem: 29860 [10:30:44.717175] Epoch: [110] [ 380/2904] eta: 0:33:15 lr: 0.002350 loss: 0.1891 (0.2012) loss_rec_all: 0.2149 (0.2269) loss_rec_sfr: 0.2947 (0.3024) loss_cl: -0.2786 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [10:30:59.646679] Epoch: [110] [ 400/2904] eta: 0:32:53 lr: 0.002350 loss: 0.1912 (0.2008) loss_rec_all: 0.2172 (0.2266) loss_rec_sfr: 0.2452 (0.3012) loss_cl: -0.2774 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [10:31:14.579002] Epoch: [110] [ 420/2904] eta: 0:32:33 lr: 0.002350 loss: 0.1881 (0.2007) loss_rec_all: 0.2144 (0.2265) loss_rec_sfr: 0.2556 (0.3004) loss_cl: -0.2784 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [10:31:29.523211] Epoch: [110] [ 440/2904] eta: 0:32:13 lr: 0.002350 loss: 0.1904 (0.2003) loss_rec_all: 0.2165 (0.2261) loss_rec_sfr: 0.2420 (0.2986) loss_cl: -0.2798 (-0.2788) time: 0.7472 data: 0.0002 max mem: 29860 [10:31:44.458650] Epoch: [110] [ 460/2904] eta: 0:31:53 lr: 0.002350 loss: 0.1930 (0.2002) loss_rec_all: 0.2191 (0.2260) loss_rec_sfr: 0.2825 (0.2984) loss_cl: -0.2795 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [10:31:59.400279] Epoch: [110] [ 480/2904] eta: 0:31:34 lr: 0.002350 loss: 0.1911 (0.2003) loss_rec_all: 0.2171 (0.2261) loss_rec_sfr: 0.2760 (0.2985) loss_cl: -0.2786 (-0.2788) time: 0.7470 data: 0.0002 max mem: 29860 [10:32:14.324641] Epoch: [110] [ 500/2904] eta: 0:31:15 lr: 0.002350 loss: 0.1894 (0.2004) loss_rec_all: 0.2156 (0.2262) loss_rec_sfr: 0.2826 (0.2985) loss_cl: -0.2782 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [10:32:29.243683] Epoch: [110] [ 520/2904] eta: 0:30:56 lr: 0.002350 loss: 0.1906 (0.2006) loss_rec_all: 0.2164 (0.2264) loss_rec_sfr: 0.2968 (0.2997) loss_cl: -0.2783 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [10:32:44.170235] Epoch: [110] [ 540/2904] eta: 0:30:38 lr: 0.002350 loss: 0.1933 (0.2008) loss_rec_all: 0.2193 (0.2265) loss_rec_sfr: 0.2953 (0.3004) loss_cl: -0.2788 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [10:32:59.096490] Epoch: [110] [ 560/2904] eta: 0:30:19 lr: 0.002350 loss: 0.1945 (0.2009) loss_rec_all: 0.2208 (0.2267) loss_rec_sfr: 0.2791 (0.3007) loss_cl: -0.2787 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [10:33:14.022007] Epoch: [110] [ 580/2904] eta: 0:30:01 lr: 0.002350 loss: 0.1931 (0.2009) loss_rec_all: 0.2189 (0.2267) loss_rec_sfr: 0.2869 (0.3008) loss_cl: -0.2788 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [10:33:28.948272] Epoch: [110] [ 600/2904] eta: 0:29:44 lr: 0.002350 loss: 0.1924 (0.2011) loss_rec_all: 0.2186 (0.2268) loss_rec_sfr: 0.2843 (0.3010) loss_cl: -0.2793 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [10:33:43.870035] Epoch: [110] [ 620/2904] eta: 0:29:26 lr: 0.002350 loss: 0.1880 (0.2010) loss_rec_all: 0.2143 (0.2267) loss_rec_sfr: 0.2759 (0.3008) loss_cl: -0.2791 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [10:33:58.788212] Epoch: [110] [ 640/2904] eta: 0:29:09 lr: 0.002350 loss: 0.1891 (0.2007) loss_rec_all: 0.2154 (0.2265) loss_rec_sfr: 0.2824 (0.3003) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [10:34:13.709123] Epoch: [110] [ 660/2904] eta: 0:28:51 lr: 0.002350 loss: 0.1910 (0.2007) loss_rec_all: 0.2168 (0.2264) loss_rec_sfr: 0.2710 (0.3002) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [10:34:28.624311] Epoch: [110] [ 680/2904] eta: 0:28:34 lr: 0.002350 loss: 0.1930 (0.2008) loss_rec_all: 0.2187 (0.2266) loss_rec_sfr: 0.2860 (0.3008) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [10:34:43.535560] Epoch: [110] [ 700/2904] eta: 0:28:17 lr: 0.002350 loss: 0.1892 (0.2008) loss_rec_all: 0.2155 (0.2266) loss_rec_sfr: 0.2704 (0.3008) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [10:34:58.446016] Epoch: [110] [ 720/2904] eta: 0:28:00 lr: 0.002350 loss: 0.1907 (0.2008) loss_rec_all: 0.2167 (0.2266) loss_rec_sfr: 0.2792 (0.3007) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [10:35:13.360376] Epoch: [110] [ 740/2904] eta: 0:27:44 lr: 0.002350 loss: 0.1906 (0.2011) loss_rec_all: 0.2165 (0.2269) loss_rec_sfr: 0.2915 (0.3016) loss_cl: -0.2784 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [10:35:28.279019] Epoch: [110] [ 760/2904] eta: 0:27:27 lr: 0.002350 loss: 0.1880 (0.2009) loss_rec_all: 0.2143 (0.2267) loss_rec_sfr: 0.2677 (0.3009) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [10:35:43.197325] Epoch: [110] [ 780/2904] eta: 0:27:10 lr: 0.002350 loss: 0.1887 (0.2007) loss_rec_all: 0.2145 (0.2265) loss_rec_sfr: 0.2766 (0.3003) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [10:35:58.115596] Epoch: [110] [ 800/2904] eta: 0:26:54 lr: 0.002350 loss: 0.1915 (0.2007) loss_rec_all: 0.2173 (0.2265) loss_rec_sfr: 0.2917 (0.3004) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [10:36:13.032699] Epoch: [110] [ 820/2904] eta: 0:26:37 lr: 0.002350 loss: 0.1892 (0.2007) loss_rec_all: 0.2149 (0.2265) loss_rec_sfr: 0.2503 (0.3003) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [10:36:27.954288] Epoch: [110] [ 840/2904] eta: 0:26:21 lr: 0.002350 loss: 0.1921 (0.2007) loss_rec_all: 0.2182 (0.2265) loss_rec_sfr: 0.2749 (0.3002) loss_cl: -0.2784 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [10:36:42.871915] Epoch: [110] [ 860/2904] eta: 0:26:05 lr: 0.002350 loss: 0.1882 (0.2007) loss_rec_all: 0.2146 (0.2265) loss_rec_sfr: 0.2710 (0.3001) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [10:36:57.788714] Epoch: [110] [ 880/2904] eta: 0:25:48 lr: 0.002350 loss: 0.1891 (0.2007) loss_rec_all: 0.2149 (0.2265) loss_rec_sfr: 0.2745 (0.3000) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [10:37:12.708592] Epoch: [110] [ 900/2904] eta: 0:25:32 lr: 0.002350 loss: 0.1898 (0.2007) loss_rec_all: 0.2156 (0.2265) loss_rec_sfr: 0.2829 (0.3001) loss_cl: -0.2793 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [10:37:27.626012] Epoch: [110] [ 920/2904] eta: 0:25:16 lr: 0.002350 loss: 0.1898 (0.2008) loss_rec_all: 0.2162 (0.2266) loss_rec_sfr: 0.2728 (0.3001) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [10:37:42.549056] Epoch: [110] [ 940/2904] eta: 0:25:00 lr: 0.002350 loss: 0.1893 (0.2007) loss_rec_all: 0.2155 (0.2265) loss_rec_sfr: 0.2489 (0.2996) loss_cl: -0.2779 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [10:37:57.469346] Epoch: [110] [ 960/2904] eta: 0:24:44 lr: 0.002350 loss: 0.1921 (0.2008) loss_rec_all: 0.2180 (0.2266) loss_rec_sfr: 0.2886 (0.3002) loss_cl: -0.2794 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [10:38:12.399754] Epoch: [110] [ 980/2904] eta: 0:24:28 lr: 0.002350 loss: 0.1903 (0.2009) loss_rec_all: 0.2163 (0.2266) loss_rec_sfr: 0.2848 (0.3002) loss_cl: -0.2788 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [10:38:27.319620] Epoch: [110] [1000/2904] eta: 0:24:12 lr: 0.002350 loss: 0.1882 (0.2008) loss_rec_all: 0.2143 (0.2266) loss_rec_sfr: 0.2889 (0.3001) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [10:38:42.234854] Epoch: [110] [1020/2904] eta: 0:23:56 lr: 0.002350 loss: 0.1916 (0.2007) loss_rec_all: 0.2181 (0.2265) loss_rec_sfr: 0.2753 (0.2999) loss_cl: -0.2793 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [10:38:57.166960] Epoch: [110] [1040/2904] eta: 0:23:41 lr: 0.002350 loss: 0.1888 (0.2006) loss_rec_all: 0.2151 (0.2264) loss_rec_sfr: 0.2846 (0.2995) loss_cl: -0.2796 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [10:39:12.085425] Epoch: [110] [1060/2904] eta: 0:23:25 lr: 0.002350 loss: 0.1915 (0.2006) loss_rec_all: 0.2174 (0.2264) loss_rec_sfr: 0.2708 (0.2996) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [10:39:27.004708] Epoch: [110] [1080/2904] eta: 0:23:09 lr: 0.002350 loss: 0.1899 (0.2007) loss_rec_all: 0.2159 (0.2264) loss_rec_sfr: 0.2631 (0.2997) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [10:39:41.934163] Epoch: [110] [1100/2904] eta: 0:22:53 lr: 0.002350 loss: 0.1905 (0.2006) loss_rec_all: 0.2163 (0.2264) loss_rec_sfr: 0.2766 (0.2994) loss_cl: -0.2791 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [10:39:56.857798] Epoch: [110] [1120/2904] eta: 0:22:37 lr: 0.002350 loss: 0.1917 (0.2006) loss_rec_all: 0.2175 (0.2264) loss_rec_sfr: 0.2747 (0.2991) loss_cl: -0.2788 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [10:40:11.774442] Epoch: [110] [1140/2904] eta: 0:22:22 lr: 0.002350 loss: 0.1947 (0.2008) loss_rec_all: 0.2205 (0.2266) loss_rec_sfr: 0.3006 (0.3000) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [10:40:26.689011] Epoch: [110] [1160/2904] eta: 0:22:06 lr: 0.002350 loss: 0.1922 (0.2008) loss_rec_all: 0.2179 (0.2266) loss_rec_sfr: 0.2745 (0.3001) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [10:40:41.607182] Epoch: [110] [1180/2904] eta: 0:21:50 lr: 0.002350 loss: 0.1924 (0.2007) loss_rec_all: 0.2182 (0.2265) loss_rec_sfr: 0.2757 (0.2997) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [10:40:56.523965] Epoch: [110] [1200/2904] eta: 0:21:35 lr: 0.002350 loss: 0.1881 (0.2007) loss_rec_all: 0.2141 (0.2265) loss_rec_sfr: 0.2553 (0.2995) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [10:41:11.447585] Epoch: [110] [1220/2904] eta: 0:21:19 lr: 0.002350 loss: 0.1889 (0.2005) loss_rec_all: 0.2147 (0.2263) loss_rec_sfr: 0.2880 (0.2993) loss_cl: -0.2792 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [10:41:26.364211] Epoch: [110] [1240/2904] eta: 0:21:04 lr: 0.002350 loss: 0.1890 (0.2005) loss_rec_all: 0.2149 (0.2263) loss_rec_sfr: 0.2821 (0.2993) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [10:41:41.285632] Epoch: [110] [1260/2904] eta: 0:20:48 lr: 0.002349 loss: 0.1892 (0.2005) loss_rec_all: 0.2151 (0.2263) loss_rec_sfr: 0.2724 (0.2992) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [10:41:56.204686] Epoch: [110] [1280/2904] eta: 0:20:33 lr: 0.002349 loss: 0.1896 (0.2005) loss_rec_all: 0.2159 (0.2263) loss_rec_sfr: 0.2700 (0.2992) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [10:42:11.121587] Epoch: [110] [1300/2904] eta: 0:20:17 lr: 0.002349 loss: 0.1889 (0.2004) loss_rec_all: 0.2151 (0.2262) loss_rec_sfr: 0.2491 (0.2988) loss_cl: -0.2783 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [10:42:26.044056] Epoch: [110] [1320/2904] eta: 0:20:02 lr: 0.002349 loss: 0.1926 (0.2005) loss_rec_all: 0.2187 (0.2263) loss_rec_sfr: 0.2886 (0.2992) loss_cl: -0.2785 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [10:42:40.961753] Epoch: [110] [1340/2904] eta: 0:19:46 lr: 0.002349 loss: 0.1945 (0.2005) loss_rec_all: 0.2205 (0.2263) loss_rec_sfr: 0.2814 (0.2990) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [10:42:55.879871] Epoch: [110] [1360/2904] eta: 0:19:31 lr: 0.002349 loss: 0.1886 (0.2005) loss_rec_all: 0.2146 (0.2263) loss_rec_sfr: 0.2777 (0.2990) loss_cl: -0.2806 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [10:43:10.795647] Epoch: [110] [1380/2904] eta: 0:19:15 lr: 0.002349 loss: 0.1899 (0.2006) loss_rec_all: 0.2160 (0.2263) loss_rec_sfr: 0.2532 (0.2989) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [10:43:25.712492] Epoch: [110] [1400/2904] eta: 0:19:00 lr: 0.002349 loss: 0.1877 (0.2005) loss_rec_all: 0.2137 (0.2262) loss_rec_sfr: 0.2434 (0.2985) loss_cl: -0.2781 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [10:43:40.633432] Epoch: [110] [1420/2904] eta: 0:18:44 lr: 0.002349 loss: 0.2012 (0.2006) loss_rec_all: 0.2271 (0.2264) loss_rec_sfr: 0.2757 (0.2986) loss_cl: -0.2776 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [10:43:55.548989] Epoch: [110] [1440/2904] eta: 0:18:29 lr: 0.002349 loss: 0.1878 (0.2005) loss_rec_all: 0.2136 (0.2262) loss_rec_sfr: 0.2695 (0.2982) loss_cl: -0.2784 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [10:44:10.473261] Epoch: [110] [1460/2904] eta: 0:18:14 lr: 0.002349 loss: 0.1973 (0.2007) loss_rec_all: 0.2231 (0.2265) loss_rec_sfr: 0.2937 (0.2988) loss_cl: -0.2792 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [10:44:25.399114] Epoch: [110] [1480/2904] eta: 0:17:58 lr: 0.002349 loss: 0.1921 (0.2007) loss_rec_all: 0.2177 (0.2264) loss_rec_sfr: 0.2675 (0.2987) loss_cl: -0.2800 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [10:44:40.319641] Epoch: [110] [1500/2904] eta: 0:17:43 lr: 0.002349 loss: 0.1935 (0.2007) loss_rec_all: 0.2192 (0.2265) loss_rec_sfr: 0.2730 (0.2989) loss_cl: -0.2791 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [10:44:55.236270] Epoch: [110] [1520/2904] eta: 0:17:27 lr: 0.002349 loss: 0.1894 (0.2006) loss_rec_all: 0.2153 (0.2264) loss_rec_sfr: 0.2482 (0.2985) loss_cl: -0.2783 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [10:45:10.153734] Epoch: [110] [1540/2904] eta: 0:17:12 lr: 0.002349 loss: 0.1916 (0.2008) loss_rec_all: 0.2174 (0.2265) loss_rec_sfr: 0.2927 (0.2990) loss_cl: -0.2779 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [10:45:25.074886] Epoch: [110] [1560/2904] eta: 0:16:57 lr: 0.002349 loss: 0.1900 (0.2008) loss_rec_all: 0.2161 (0.2266) loss_rec_sfr: 0.2865 (0.2992) loss_cl: -0.2783 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [10:45:39.988692] Epoch: [110] [1580/2904] eta: 0:16:41 lr: 0.002349 loss: 0.1926 (0.2008) loss_rec_all: 0.2184 (0.2266) loss_rec_sfr: 0.2861 (0.2990) loss_cl: -0.2795 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [10:45:54.900231] Epoch: [110] [1600/2904] eta: 0:16:26 lr: 0.002349 loss: 0.1902 (0.2008) loss_rec_all: 0.2166 (0.2265) loss_rec_sfr: 0.2665 (0.2989) loss_cl: -0.2794 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [10:46:09.813314] Epoch: [110] [1620/2904] eta: 0:16:11 lr: 0.002349 loss: 0.1878 (0.2007) loss_rec_all: 0.2136 (0.2264) loss_rec_sfr: 0.2516 (0.2985) loss_cl: -0.2784 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [10:46:24.731950] Epoch: [110] [1640/2904] eta: 0:15:56 lr: 0.002349 loss: 0.1895 (0.2006) loss_rec_all: 0.2152 (0.2263) loss_rec_sfr: 0.2785 (0.2982) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [10:46:39.650805] Epoch: [110] [1660/2904] eta: 0:15:40 lr: 0.002349 loss: 0.1910 (0.2005) loss_rec_all: 0.2168 (0.2263) loss_rec_sfr: 0.2853 (0.2983) loss_cl: -0.2794 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [10:46:54.571569] Epoch: [110] [1680/2904] eta: 0:15:25 lr: 0.002349 loss: 0.1898 (0.2005) loss_rec_all: 0.2158 (0.2263) loss_rec_sfr: 0.2920 (0.2984) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [10:47:09.641548] Epoch: [110] [1700/2904] eta: 0:15:10 lr: 0.002349 loss: 0.1901 (0.2005) loss_rec_all: 0.2159 (0.2263) loss_rec_sfr: 0.2872 (0.2984) loss_cl: -0.2789 (-0.2788) time: 0.7535 data: 0.0002 max mem: 29860 [10:47:24.560386] Epoch: [110] [1720/2904] eta: 0:14:55 lr: 0.002349 loss: 0.1871 (0.2004) loss_rec_all: 0.2134 (0.2262) loss_rec_sfr: 0.2463 (0.2979) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [10:47:39.482927] Epoch: [110] [1740/2904] eta: 0:14:39 lr: 0.002349 loss: 0.1941 (0.2004) loss_rec_all: 0.2200 (0.2262) loss_rec_sfr: 0.2760 (0.2978) loss_cl: -0.2792 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [10:47:54.403513] Epoch: [110] [1760/2904] eta: 0:14:24 lr: 0.002349 loss: 0.1903 (0.2004) loss_rec_all: 0.2161 (0.2262) loss_rec_sfr: 0.2812 (0.2978) loss_cl: -0.2784 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [10:48:09.324107] Epoch: [110] [1780/2904] eta: 0:14:09 lr: 0.002349 loss: 0.1952 (0.2005) loss_rec_all: 0.2215 (0.2263) loss_rec_sfr: 0.2835 (0.2980) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [10:48:24.241219] Epoch: [110] [1800/2904] eta: 0:13:54 lr: 0.002349 loss: 0.1912 (0.2004) loss_rec_all: 0.2175 (0.2262) loss_rec_sfr: 0.2685 (0.2977) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [10:48:39.150663] Epoch: [110] [1820/2904] eta: 0:13:38 lr: 0.002349 loss: 0.1883 (0.2004) loss_rec_all: 0.2144 (0.2262) loss_rec_sfr: 0.2803 (0.2978) loss_cl: -0.2792 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [10:48:54.055364] Epoch: [110] [1840/2904] eta: 0:13:23 lr: 0.002349 loss: 0.1921 (0.2005) loss_rec_all: 0.2177 (0.2262) loss_rec_sfr: 0.2823 (0.2980) loss_cl: -0.2789 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [10:49:08.968191] Epoch: [110] [1860/2904] eta: 0:13:08 lr: 0.002349 loss: 0.1899 (0.2004) loss_rec_all: 0.2153 (0.2262) loss_rec_sfr: 0.2749 (0.2978) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [10:49:23.879647] Epoch: [110] [1880/2904] eta: 0:12:53 lr: 0.002349 loss: 0.1907 (0.2004) loss_rec_all: 0.2166 (0.2262) loss_rec_sfr: 0.2682 (0.2978) loss_cl: -0.2799 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [10:49:38.794413] Epoch: [110] [1900/2904] eta: 0:12:37 lr: 0.002349 loss: 0.1926 (0.2005) loss_rec_all: 0.2184 (0.2263) loss_rec_sfr: 0.2914 (0.2980) loss_cl: -0.2794 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [10:49:53.708215] Epoch: [110] [1920/2904] eta: 0:12:22 lr: 0.002349 loss: 0.1937 (0.2005) loss_rec_all: 0.2201 (0.2263) loss_rec_sfr: 0.2863 (0.2983) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [10:50:08.621938] Epoch: [110] [1940/2904] eta: 0:12:07 lr: 0.002349 loss: 0.1884 (0.2005) loss_rec_all: 0.2141 (0.2263) loss_rec_sfr: 0.2665 (0.2981) loss_cl: -0.2775 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [10:50:23.532411] Epoch: [110] [1960/2904] eta: 0:11:52 lr: 0.002349 loss: 0.1901 (0.2005) loss_rec_all: 0.2162 (0.2263) loss_rec_sfr: 0.2882 (0.2984) loss_cl: -0.2773 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [10:50:38.443129] Epoch: [110] [1980/2904] eta: 0:11:37 lr: 0.002349 loss: 0.1934 (0.2007) loss_rec_all: 0.2190 (0.2265) loss_rec_sfr: 0.2980 (0.2989) loss_cl: -0.2796 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [10:50:53.354364] Epoch: [110] [2000/2904] eta: 0:11:22 lr: 0.002349 loss: 0.1906 (0.2007) loss_rec_all: 0.2165 (0.2265) loss_rec_sfr: 0.2843 (0.2989) loss_cl: -0.2796 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [10:51:08.269708] Epoch: [110] [2020/2904] eta: 0:11:06 lr: 0.002349 loss: 0.1884 (0.2006) loss_rec_all: 0.2141 (0.2264) loss_rec_sfr: 0.2704 (0.2987) loss_cl: -0.2783 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [10:51:23.189336] Epoch: [110] [2040/2904] eta: 0:10:51 lr: 0.002349 loss: 0.1892 (0.2006) loss_rec_all: 0.2156 (0.2264) loss_rec_sfr: 0.2696 (0.2985) loss_cl: -0.2782 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [10:51:38.106322] Epoch: [110] [2060/2904] eta: 0:10:36 lr: 0.002349 loss: 0.1897 (0.2005) loss_rec_all: 0.2154 (0.2263) loss_rec_sfr: 0.2865 (0.2985) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [10:51:53.022440] Epoch: [110] [2080/2904] eta: 0:10:21 lr: 0.002349 loss: 0.1892 (0.2005) loss_rec_all: 0.2157 (0.2263) loss_rec_sfr: 0.2543 (0.2984) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [10:52:07.937198] Epoch: [110] [2100/2904] eta: 0:10:06 lr: 0.002349 loss: 0.1900 (0.2005) loss_rec_all: 0.2159 (0.2263) loss_rec_sfr: 0.2886 (0.2985) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [10:52:22.852243] Epoch: [110] [2120/2904] eta: 0:09:51 lr: 0.002349 loss: 0.1887 (0.2006) loss_rec_all: 0.2148 (0.2264) loss_rec_sfr: 0.2536 (0.2987) loss_cl: -0.2784 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [10:52:37.767802] Epoch: [110] [2140/2904] eta: 0:09:36 lr: 0.002349 loss: 0.1927 (0.2007) loss_rec_all: 0.2188 (0.2264) loss_rec_sfr: 0.2628 (0.2987) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [10:52:52.680246] Epoch: [110] [2160/2904] eta: 0:09:20 lr: 0.002349 loss: 0.1907 (0.2006) loss_rec_all: 0.2167 (0.2264) loss_rec_sfr: 0.2780 (0.2987) loss_cl: -0.2793 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [10:53:07.595672] Epoch: [110] [2180/2904] eta: 0:09:05 lr: 0.002349 loss: 0.2002 (0.2007) loss_rec_all: 0.2263 (0.2265) loss_rec_sfr: 0.2788 (0.2989) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [10:53:22.510217] Epoch: [110] [2200/2904] eta: 0:08:50 lr: 0.002349 loss: 0.1937 (0.2007) loss_rec_all: 0.2195 (0.2265) loss_rec_sfr: 0.2662 (0.2988) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [10:53:37.423240] Epoch: [110] [2220/2904] eta: 0:08:35 lr: 0.002349 loss: 0.1894 (0.2008) loss_rec_all: 0.2158 (0.2265) loss_rec_sfr: 0.2815 (0.2989) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [10:53:52.331339] Epoch: [110] [2240/2904] eta: 0:08:20 lr: 0.002349 loss: 0.1924 (0.2008) loss_rec_all: 0.2185 (0.2265) loss_rec_sfr: 0.2736 (0.2988) loss_cl: -0.2787 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [10:54:07.239526] Epoch: [110] [2260/2904] eta: 0:08:05 lr: 0.002349 loss: 0.1948 (0.2008) loss_rec_all: 0.2206 (0.2266) loss_rec_sfr: 0.2778 (0.2990) loss_cl: -0.2790 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [10:54:22.149427] Epoch: [110] [2280/2904] eta: 0:07:50 lr: 0.002349 loss: 0.1904 (0.2008) loss_rec_all: 0.2166 (0.2265) loss_rec_sfr: 0.2509 (0.2987) loss_cl: -0.2781 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [10:54:37.062507] Epoch: [110] [2300/2904] eta: 0:07:35 lr: 0.002349 loss: 0.1947 (0.2008) loss_rec_all: 0.2207 (0.2266) loss_rec_sfr: 0.2755 (0.2989) loss_cl: -0.2786 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [10:54:51.975237] Epoch: [110] [2320/2904] eta: 0:07:19 lr: 0.002349 loss: 0.1899 (0.2008) loss_rec_all: 0.2162 (0.2265) loss_rec_sfr: 0.2727 (0.2986) loss_cl: -0.2790 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [10:55:06.885052] Epoch: [110] [2340/2904] eta: 0:07:04 lr: 0.002349 loss: 0.1866 (0.2007) loss_rec_all: 0.2127 (0.2265) loss_rec_sfr: 0.2694 (0.2984) loss_cl: -0.2796 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [10:55:21.796462] Epoch: [110] [2360/2904] eta: 0:06:49 lr: 0.002349 loss: 0.1916 (0.2007) loss_rec_all: 0.2176 (0.2265) loss_rec_sfr: 0.2747 (0.2983) loss_cl: -0.2795 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [10:55:36.708506] Epoch: [110] [2380/2904] eta: 0:06:34 lr: 0.002349 loss: 0.1930 (0.2007) loss_rec_all: 0.2190 (0.2265) loss_rec_sfr: 0.2887 (0.2984) loss_cl: -0.2793 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [10:55:51.622477] Epoch: [110] [2400/2904] eta: 0:06:19 lr: 0.002349 loss: 0.1909 (0.2007) loss_rec_all: 0.2167 (0.2265) loss_rec_sfr: 0.2771 (0.2983) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [10:56:06.537882] Epoch: [110] [2420/2904] eta: 0:06:04 lr: 0.002349 loss: 0.1916 (0.2006) loss_rec_all: 0.2176 (0.2264) loss_rec_sfr: 0.2678 (0.2981) loss_cl: -0.2777 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [10:56:21.448742] Epoch: [110] [2440/2904] eta: 0:05:49 lr: 0.002349 loss: 0.1895 (0.2006) loss_rec_all: 0.2160 (0.2264) loss_rec_sfr: 0.2746 (0.2980) loss_cl: -0.2795 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [10:56:36.355589] Epoch: [110] [2460/2904] eta: 0:05:34 lr: 0.002349 loss: 0.1941 (0.2006) loss_rec_all: 0.2201 (0.2264) loss_rec_sfr: 0.2778 (0.2980) loss_cl: -0.2798 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [10:56:51.271447] Epoch: [110] [2480/2904] eta: 0:05:19 lr: 0.002349 loss: 0.1909 (0.2005) loss_rec_all: 0.2171 (0.2263) loss_rec_sfr: 0.2697 (0.2977) loss_cl: -0.2807 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [10:57:06.187069] Epoch: [110] [2500/2904] eta: 0:05:04 lr: 0.002349 loss: 0.1920 (0.2005) loss_rec_all: 0.2179 (0.2263) loss_rec_sfr: 0.2729 (0.2976) loss_cl: -0.2806 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [10:57:21.099081] Epoch: [110] [2520/2904] eta: 0:04:49 lr: 0.002349 loss: 0.1916 (0.2006) loss_rec_all: 0.2174 (0.2263) loss_rec_sfr: 0.2981 (0.2979) loss_cl: -0.2781 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [10:57:36.016936] Epoch: [110] [2540/2904] eta: 0:04:33 lr: 0.002349 loss: 0.1910 (0.2006) loss_rec_all: 0.2166 (0.2264) loss_rec_sfr: 0.2887 (0.2979) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [10:57:50.929539] Epoch: [110] [2560/2904] eta: 0:04:18 lr: 0.002349 loss: 0.1920 (0.2005) loss_rec_all: 0.2180 (0.2263) loss_rec_sfr: 0.2768 (0.2979) loss_cl: -0.2800 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [10:58:05.841312] Epoch: [110] [2580/2904] eta: 0:04:03 lr: 0.002349 loss: 0.1877 (0.2005) loss_rec_all: 0.2140 (0.2263) loss_rec_sfr: 0.2680 (0.2979) loss_cl: -0.2793 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [10:58:20.753883] Epoch: [110] [2600/2904] eta: 0:03:48 lr: 0.002349 loss: 0.1905 (0.2005) loss_rec_all: 0.2165 (0.2263) loss_rec_sfr: 0.2537 (0.2977) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [10:58:35.673161] Epoch: [110] [2620/2904] eta: 0:03:33 lr: 0.002349 loss: 0.1945 (0.2006) loss_rec_all: 0.2203 (0.2264) loss_rec_sfr: 0.2949 (0.2979) loss_cl: -0.2795 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [10:58:50.587832] Epoch: [110] [2640/2904] eta: 0:03:18 lr: 0.002349 loss: 0.1910 (0.2006) loss_rec_all: 0.2168 (0.2264) loss_rec_sfr: 0.2755 (0.2979) loss_cl: -0.2795 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [10:59:05.497000] Epoch: [110] [2660/2904] eta: 0:03:03 lr: 0.002349 loss: 0.1882 (0.2006) loss_rec_all: 0.2144 (0.2264) loss_rec_sfr: 0.2891 (0.2979) loss_cl: -0.2783 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [10:59:20.405992] Epoch: [110] [2680/2904] eta: 0:02:48 lr: 0.002349 loss: 0.1877 (0.2005) loss_rec_all: 0.2138 (0.2263) loss_rec_sfr: 0.2432 (0.2978) loss_cl: -0.2783 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [10:59:35.324544] Epoch: [110] [2700/2904] eta: 0:02:33 lr: 0.002349 loss: 0.1924 (0.2005) loss_rec_all: 0.2183 (0.2263) loss_rec_sfr: 0.2775 (0.2976) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [10:59:50.238546] Epoch: [110] [2720/2904] eta: 0:02:18 lr: 0.002349 loss: 0.1895 (0.2005) loss_rec_all: 0.2159 (0.2263) loss_rec_sfr: 0.2587 (0.2974) loss_cl: -0.2796 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [11:00:05.153193] Epoch: [110] [2740/2904] eta: 0:02:03 lr: 0.002349 loss: 0.1886 (0.2005) loss_rec_all: 0.2144 (0.2263) loss_rec_sfr: 0.2865 (0.2974) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [11:00:20.071385] Epoch: [110] [2760/2904] eta: 0:01:48 lr: 0.002349 loss: 0.1886 (0.2004) loss_rec_all: 0.2146 (0.2262) loss_rec_sfr: 0.2855 (0.2974) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [11:00:34.982156] Epoch: [110] [2780/2904] eta: 0:01:33 lr: 0.002349 loss: 0.1904 (0.2005) loss_rec_all: 0.2161 (0.2262) loss_rec_sfr: 0.2801 (0.2974) loss_cl: -0.2782 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [11:00:49.911601] Epoch: [110] [2800/2904] eta: 0:01:18 lr: 0.002349 loss: 0.1893 (0.2004) loss_rec_all: 0.2151 (0.2262) loss_rec_sfr: 0.2589 (0.2973) loss_cl: -0.2789 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [11:01:04.824827] Epoch: [110] [2820/2904] eta: 0:01:03 lr: 0.002349 loss: 0.1934 (0.2004) loss_rec_all: 0.2194 (0.2262) loss_rec_sfr: 0.2700 (0.2972) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [11:01:19.770837] Epoch: [110] [2840/2904] eta: 0:00:48 lr: 0.002349 loss: 0.1918 (0.2005) loss_rec_all: 0.2177 (0.2262) loss_rec_sfr: 0.2738 (0.2973) loss_cl: -0.2789 (-0.2788) time: 0.7473 data: 0.0023 max mem: 29860 [11:01:34.667804] Epoch: [110] [2860/2904] eta: 0:00:33 lr: 0.002349 loss: 0.1905 (0.2004) loss_rec_all: 0.2164 (0.2262) loss_rec_sfr: 0.2819 (0.2972) loss_cl: -0.2795 (-0.2788) time: 0.7448 data: 0.0001 max mem: 29860 [11:01:49.560509] Epoch: [110] [2880/2904] eta: 0:00:18 lr: 0.002349 loss: 0.1935 (0.2005) loss_rec_all: 0.2191 (0.2263) loss_rec_sfr: 0.2838 (0.2974) loss_cl: -0.2790 (-0.2788) time: 0.7446 data: 0.0001 max mem: 29860 [11:02:04.462656] Epoch: [110] [2900/2904] eta: 0:00:03 lr: 0.002349 loss: 0.1920 (0.2005) loss_rec_all: 0.2179 (0.2263) loss_rec_sfr: 0.2834 (0.2975) loss_cl: -0.2785 (-0.2788) time: 0.7451 data: 0.0001 max mem: 29860 [11:02:06.705501] Epoch: [110] [2903/2904] eta: 0:00:00 lr: 0.002349 loss: 0.1906 (0.2005) loss_rec_all: 0.2169 (0.2263) loss_rec_sfr: 0.2796 (0.2974) loss_cl: -0.2787 (-0.2788) time: 0.7452 data: 0.0001 max mem: 29860 [11:02:08.786457] Epoch: [110] Total time: 0:36:25 (0.7525 s / it) [11:02:08.792588] Averaged stats: lr: 0.002349 loss: 0.1906 (0.2031) loss_rec_all: 0.2169 (0.2266) loss_rec_sfr: 0.2796 (0.2989) loss_cl: -0.2787 (-0.2555) [11:02:08.797234] log_dir: ./checkpoint/VF2_ViT-B [11:02:26.670522] Epoch: [111] [ 0/2904] eta: 14:25:01 lr: 0.002349 loss: 0.1853 (0.1853) loss_rec_all: 0.2112 (0.2112) loss_rec_sfr: 0.2781 (0.2781) loss_cl: -0.2786 (-0.2786) time: 17.8724 data: 8.5945 max mem: 29860 [11:02:41.751559] Epoch: [111] [ 20/2904] eta: 1:15:25 lr: 0.002349 loss: 0.1901 (0.1963) loss_rec_all: 0.2157 (0.2221) loss_rec_sfr: 0.2784 (0.2861) loss_cl: -0.2780 (-0.2781) time: 0.7540 data: 0.0096 max mem: 29860 [11:02:56.633186] Epoch: [111] [ 40/2904] eta: 0:55:41 lr: 0.002349 loss: 0.1909 (0.2004) loss_rec_all: 0.2171 (0.2261) loss_rec_sfr: 0.2864 (0.2981) loss_cl: -0.2787 (-0.2784) time: 0.7440 data: 0.0001 max mem: 29860 [11:03:11.523921] Epoch: [111] [ 60/2904] eta: 0:48:44 lr: 0.002349 loss: 0.1915 (0.2009) loss_rec_all: 0.2176 (0.2267) loss_rec_sfr: 0.2731 (0.2992) loss_cl: -0.2795 (-0.2788) time: 0.7445 data: 0.0002 max mem: 29860 [11:03:26.425062] Epoch: [111] [ 80/2904] eta: 0:45:06 lr: 0.002349 loss: 0.1916 (0.2017) loss_rec_all: 0.2172 (0.2275) loss_rec_sfr: 0.2772 (0.3011) loss_cl: -0.2787 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [11:03:41.337837] Epoch: [111] [ 100/2904] eta: 0:42:49 lr: 0.002349 loss: 0.1886 (0.1999) loss_rec_all: 0.2146 (0.2257) loss_rec_sfr: 0.2738 (0.2956) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [11:03:56.265636] Epoch: [111] [ 120/2904] eta: 0:41:12 lr: 0.002349 loss: 0.1850 (0.1987) loss_rec_all: 0.2107 (0.2245) loss_rec_sfr: 0.2683 (0.2925) loss_cl: -0.2787 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [11:04:11.188605] Epoch: [111] [ 140/2904] eta: 0:39:59 lr: 0.002349 loss: 0.1884 (0.1996) loss_rec_all: 0.2149 (0.2254) loss_rec_sfr: 0.2818 (0.2959) loss_cl: -0.2789 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [11:04:26.110603] Epoch: [111] [ 160/2904] eta: 0:39:00 lr: 0.002349 loss: 0.1845 (0.1982) loss_rec_all: 0.2105 (0.2240) loss_rec_sfr: 0.2462 (0.2910) loss_cl: -0.2782 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [11:04:41.058316] Epoch: [111] [ 180/2904] eta: 0:38:11 lr: 0.002349 loss: 0.1915 (0.1985) loss_rec_all: 0.2176 (0.2244) loss_rec_sfr: 0.2781 (0.2918) loss_cl: -0.2783 (-0.2786) time: 0.7473 data: 0.0002 max mem: 29860 [11:04:55.980633] Epoch: [111] [ 200/2904] eta: 0:37:28 lr: 0.002349 loss: 0.1902 (0.1986) loss_rec_all: 0.2162 (0.2244) loss_rec_sfr: 0.2725 (0.2911) loss_cl: -0.2789 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [11:05:10.901145] Epoch: [111] [ 220/2904] eta: 0:36:51 lr: 0.002349 loss: 0.1871 (0.1990) loss_rec_all: 0.2134 (0.2248) loss_rec_sfr: 0.2689 (0.2917) loss_cl: -0.2787 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [11:05:25.825575] Epoch: [111] [ 240/2904] eta: 0:36:17 lr: 0.002349 loss: 0.1897 (0.1995) loss_rec_all: 0.2162 (0.2253) loss_rec_sfr: 0.2716 (0.2935) loss_cl: -0.2799 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [11:05:40.768227] Epoch: [111] [ 260/2904] eta: 0:35:47 lr: 0.002349 loss: 0.1861 (0.1994) loss_rec_all: 0.2124 (0.2252) loss_rec_sfr: 0.2828 (0.2936) loss_cl: -0.2793 (-0.2788) time: 0.7471 data: 0.0002 max mem: 29860 [11:05:55.696631] Epoch: [111] [ 280/2904] eta: 0:35:18 lr: 0.002349 loss: 0.1879 (0.1990) loss_rec_all: 0.2137 (0.2249) loss_rec_sfr: 0.2478 (0.2926) loss_cl: -0.2790 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [11:06:10.622851] Epoch: [111] [ 300/2904] eta: 0:34:51 lr: 0.002349 loss: 0.1888 (0.1989) loss_rec_all: 0.2147 (0.2248) loss_rec_sfr: 0.2381 (0.2917) loss_cl: -0.2792 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [11:06:25.551805] Epoch: [111] [ 320/2904] eta: 0:34:26 lr: 0.002349 loss: 0.1881 (0.1986) loss_rec_all: 0.2141 (0.2244) loss_rec_sfr: 0.2504 (0.2901) loss_cl: -0.2773 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [11:06:40.480037] Epoch: [111] [ 340/2904] eta: 0:34:02 lr: 0.002349 loss: 0.1872 (0.1979) loss_rec_all: 0.2130 (0.2238) loss_rec_sfr: 0.2614 (0.2885) loss_cl: -0.2796 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [11:06:55.421786] Epoch: [111] [ 360/2904] eta: 0:33:39 lr: 0.002349 loss: 0.1887 (0.1978) loss_rec_all: 0.2147 (0.2237) loss_rec_sfr: 0.2707 (0.2879) loss_cl: -0.2799 (-0.2789) time: 0.7470 data: 0.0002 max mem: 29860 [11:07:10.348411] Epoch: [111] [ 380/2904] eta: 0:33:17 lr: 0.002348 loss: 0.1889 (0.1978) loss_rec_all: 0.2145 (0.2237) loss_rec_sfr: 0.2712 (0.2880) loss_cl: -0.2777 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [11:07:25.281107] Epoch: [111] [ 400/2904] eta: 0:32:56 lr: 0.002348 loss: 0.1864 (0.1979) loss_rec_all: 0.2127 (0.2237) loss_rec_sfr: 0.2672 (0.2880) loss_cl: -0.2779 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [11:07:40.207500] Epoch: [111] [ 420/2904] eta: 0:32:35 lr: 0.002348 loss: 0.1907 (0.1985) loss_rec_all: 0.2174 (0.2243) loss_rec_sfr: 0.2789 (0.2898) loss_cl: -0.2791 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [11:07:55.135867] Epoch: [111] [ 440/2904] eta: 0:32:14 lr: 0.002348 loss: 0.1888 (0.1988) loss_rec_all: 0.2145 (0.2246) loss_rec_sfr: 0.2950 (0.2910) loss_cl: -0.2785 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [11:08:10.061997] Epoch: [111] [ 460/2904] eta: 0:31:55 lr: 0.002348 loss: 0.1941 (0.1990) loss_rec_all: 0.2198 (0.2248) loss_rec_sfr: 0.2854 (0.2917) loss_cl: -0.2784 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [11:08:24.989381] Epoch: [111] [ 480/2904] eta: 0:31:35 lr: 0.002348 loss: 0.1921 (0.1991) loss_rec_all: 0.2181 (0.2250) loss_rec_sfr: 0.2784 (0.2920) loss_cl: -0.2801 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [11:08:39.916001] Epoch: [111] [ 500/2904] eta: 0:31:16 lr: 0.002348 loss: 0.1899 (0.1990) loss_rec_all: 0.2158 (0.2249) loss_rec_sfr: 0.2790 (0.2921) loss_cl: -0.2789 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [11:08:54.841858] Epoch: [111] [ 520/2904] eta: 0:30:57 lr: 0.002348 loss: 0.1901 (0.1989) loss_rec_all: 0.2165 (0.2248) loss_rec_sfr: 0.2610 (0.2915) loss_cl: -0.2786 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [11:09:09.765503] Epoch: [111] [ 540/2904] eta: 0:30:39 lr: 0.002348 loss: 0.1943 (0.1993) loss_rec_all: 0.2203 (0.2251) loss_rec_sfr: 0.2791 (0.2927) loss_cl: -0.2783 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [11:09:24.692377] Epoch: [111] [ 560/2904] eta: 0:30:21 lr: 0.002348 loss: 0.1912 (0.1994) loss_rec_all: 0.2170 (0.2252) loss_rec_sfr: 0.2921 (0.2930) loss_cl: -0.2786 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [11:09:39.620047] Epoch: [111] [ 580/2904] eta: 0:30:03 lr: 0.002348 loss: 0.1892 (0.1995) loss_rec_all: 0.2154 (0.2253) loss_rec_sfr: 0.2867 (0.2936) loss_cl: -0.2789 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [11:09:54.547438] Epoch: [111] [ 600/2904] eta: 0:29:45 lr: 0.002348 loss: 0.1924 (0.1996) loss_rec_all: 0.2179 (0.2254) loss_rec_sfr: 0.2957 (0.2942) loss_cl: -0.2783 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [11:10:09.472720] Epoch: [111] [ 620/2904] eta: 0:29:27 lr: 0.002348 loss: 0.1926 (0.1994) loss_rec_all: 0.2183 (0.2252) loss_rec_sfr: 0.2679 (0.2935) loss_cl: -0.2785 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [11:10:24.394810] Epoch: [111] [ 640/2904] eta: 0:29:10 lr: 0.002348 loss: 0.1889 (0.1995) loss_rec_all: 0.2151 (0.2253) loss_rec_sfr: 0.2802 (0.2942) loss_cl: -0.2792 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [11:10:39.319843] Epoch: [111] [ 660/2904] eta: 0:28:53 lr: 0.002348 loss: 0.1895 (0.1994) loss_rec_all: 0.2154 (0.2252) loss_rec_sfr: 0.2707 (0.2938) loss_cl: -0.2792 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [11:10:54.240176] Epoch: [111] [ 680/2904] eta: 0:28:35 lr: 0.002348 loss: 0.1886 (0.1994) loss_rec_all: 0.2144 (0.2252) loss_rec_sfr: 0.2696 (0.2937) loss_cl: -0.2783 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [11:11:09.158891] Epoch: [111] [ 700/2904] eta: 0:28:18 lr: 0.002348 loss: 0.1889 (0.1994) loss_rec_all: 0.2147 (0.2252) loss_rec_sfr: 0.2854 (0.2941) loss_cl: -0.2777 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [11:11:24.081830] Epoch: [111] [ 720/2904] eta: 0:28:01 lr: 0.002348 loss: 0.1876 (0.1994) loss_rec_all: 0.2138 (0.2252) loss_rec_sfr: 0.2670 (0.2941) loss_cl: -0.2792 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [11:11:39.006553] Epoch: [111] [ 740/2904] eta: 0:27:45 lr: 0.002348 loss: 0.1901 (0.1994) loss_rec_all: 0.2164 (0.2252) loss_rec_sfr: 0.2743 (0.2942) loss_cl: -0.2794 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [11:11:53.932425] Epoch: [111] [ 760/2904] eta: 0:27:28 lr: 0.002348 loss: 0.1940 (0.1995) loss_rec_all: 0.2200 (0.2253) loss_rec_sfr: 0.2860 (0.2945) loss_cl: -0.2793 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [11:12:08.856343] Epoch: [111] [ 780/2904] eta: 0:27:11 lr: 0.002348 loss: 0.2021 (0.2000) loss_rec_all: 0.2282 (0.2258) loss_rec_sfr: 0.3041 (0.2961) loss_cl: -0.2788 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [11:12:23.778364] Epoch: [111] [ 800/2904] eta: 0:26:55 lr: 0.002348 loss: 0.1953 (0.2003) loss_rec_all: 0.2211 (0.2261) loss_rec_sfr: 0.2892 (0.2970) loss_cl: -0.2784 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [11:12:38.688767] Epoch: [111] [ 820/2904] eta: 0:26:38 lr: 0.002348 loss: 0.1861 (0.2000) loss_rec_all: 0.2125 (0.2258) loss_rec_sfr: 0.2402 (0.2962) loss_cl: -0.2792 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [11:12:53.608487] Epoch: [111] [ 840/2904] eta: 0:26:22 lr: 0.002348 loss: 0.1886 (0.2000) loss_rec_all: 0.2148 (0.2258) loss_rec_sfr: 0.2716 (0.2960) loss_cl: -0.2782 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [11:13:08.528063] Epoch: [111] [ 860/2904] eta: 0:26:06 lr: 0.002348 loss: 0.1893 (0.2000) loss_rec_all: 0.2155 (0.2258) loss_rec_sfr: 0.2656 (0.2959) loss_cl: -0.2794 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [11:13:23.456219] Epoch: [111] [ 880/2904] eta: 0:25:49 lr: 0.002348 loss: 0.1899 (0.2002) loss_rec_all: 0.2155 (0.2260) loss_rec_sfr: 0.2953 (0.2968) loss_cl: -0.2784 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [11:13:38.377822] Epoch: [111] [ 900/2904] eta: 0:25:33 lr: 0.002348 loss: 0.1923 (0.2003) loss_rec_all: 0.2182 (0.2261) loss_rec_sfr: 0.2774 (0.2973) loss_cl: -0.2782 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [11:13:53.297734] Epoch: [111] [ 920/2904] eta: 0:25:17 lr: 0.002348 loss: 0.1941 (0.2004) loss_rec_all: 0.2201 (0.2262) loss_rec_sfr: 0.2739 (0.2975) loss_cl: -0.2779 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [11:14:08.219570] Epoch: [111] [ 940/2904] eta: 0:25:01 lr: 0.002348 loss: 0.1879 (0.2003) loss_rec_all: 0.2142 (0.2261) loss_rec_sfr: 0.2700 (0.2972) loss_cl: -0.2787 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [11:14:23.140106] Epoch: [111] [ 960/2904] eta: 0:24:45 lr: 0.002348 loss: 0.1907 (0.2002) loss_rec_all: 0.2167 (0.2260) loss_rec_sfr: 0.2687 (0.2969) loss_cl: -0.2796 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [11:14:38.062004] Epoch: [111] [ 980/2904] eta: 0:24:29 lr: 0.002348 loss: 0.1850 (0.2001) loss_rec_all: 0.2116 (0.2259) loss_rec_sfr: 0.2399 (0.2964) loss_cl: -0.2800 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [11:14:52.985263] Epoch: [111] [1000/2904] eta: 0:24:13 lr: 0.002348 loss: 0.1924 (0.2001) loss_rec_all: 0.2180 (0.2259) loss_rec_sfr: 0.2773 (0.2964) loss_cl: -0.2788 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [11:15:07.901945] Epoch: [111] [1020/2904] eta: 0:23:57 lr: 0.002348 loss: 0.1875 (0.2000) loss_rec_all: 0.2136 (0.2258) loss_rec_sfr: 0.2723 (0.2960) loss_cl: -0.2782 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [11:15:22.819937] Epoch: [111] [1040/2904] eta: 0:23:41 lr: 0.002348 loss: 0.1880 (0.2000) loss_rec_all: 0.2139 (0.2258) loss_rec_sfr: 0.2704 (0.2960) loss_cl: -0.2788 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [11:15:37.736900] Epoch: [111] [1060/2904] eta: 0:23:25 lr: 0.002348 loss: 0.1877 (0.1999) loss_rec_all: 0.2140 (0.2257) loss_rec_sfr: 0.2672 (0.2958) loss_cl: -0.2803 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [11:15:52.655209] Epoch: [111] [1080/2904] eta: 0:23:10 lr: 0.002348 loss: 0.1893 (0.1999) loss_rec_all: 0.2157 (0.2257) loss_rec_sfr: 0.2757 (0.2956) loss_cl: -0.2790 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [11:16:07.577142] Epoch: [111] [1100/2904] eta: 0:22:54 lr: 0.002348 loss: 0.1877 (0.1999) loss_rec_all: 0.2135 (0.2257) loss_rec_sfr: 0.2853 (0.2956) loss_cl: -0.2777 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [11:16:22.499968] Epoch: [111] [1120/2904] eta: 0:22:38 lr: 0.002348 loss: 0.1900 (0.1999) loss_rec_all: 0.2159 (0.2257) loss_rec_sfr: 0.2693 (0.2955) loss_cl: -0.2785 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [11:16:37.424352] Epoch: [111] [1140/2904] eta: 0:22:22 lr: 0.002348 loss: 0.1902 (0.1998) loss_rec_all: 0.2160 (0.2256) loss_rec_sfr: 0.2743 (0.2954) loss_cl: -0.2791 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [11:16:52.342864] Epoch: [111] [1160/2904] eta: 0:22:07 lr: 0.002348 loss: 0.1925 (0.1999) loss_rec_all: 0.2183 (0.2257) loss_rec_sfr: 0.2753 (0.2957) loss_cl: -0.2789 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [11:17:07.267931] Epoch: [111] [1180/2904] eta: 0:21:51 lr: 0.002348 loss: 0.1918 (0.2000) loss_rec_all: 0.2177 (0.2258) loss_rec_sfr: 0.3012 (0.2963) loss_cl: -0.2790 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [11:17:22.190806] Epoch: [111] [1200/2904] eta: 0:21:35 lr: 0.002348 loss: 0.1874 (0.2000) loss_rec_all: 0.2135 (0.2258) loss_rec_sfr: 0.2655 (0.2961) loss_cl: -0.2793 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [11:17:37.121224] Epoch: [111] [1220/2904] eta: 0:21:20 lr: 0.002348 loss: 0.1896 (0.1999) loss_rec_all: 0.2157 (0.2257) loss_rec_sfr: 0.2733 (0.2960) loss_cl: -0.2790 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [11:17:52.047410] Epoch: [111] [1240/2904] eta: 0:21:04 lr: 0.002348 loss: 0.1904 (0.1998) loss_rec_all: 0.2163 (0.2256) loss_rec_sfr: 0.2730 (0.2956) loss_cl: -0.2786 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [11:18:06.967978] Epoch: [111] [1260/2904] eta: 0:20:49 lr: 0.002348 loss: 0.1937 (0.1998) loss_rec_all: 0.2193 (0.2256) loss_rec_sfr: 0.2721 (0.2955) loss_cl: -0.2779 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [11:18:21.888149] Epoch: [111] [1280/2904] eta: 0:20:33 lr: 0.002348 loss: 0.1899 (0.1999) loss_rec_all: 0.2163 (0.2257) loss_rec_sfr: 0.2821 (0.2958) loss_cl: -0.2786 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [11:18:36.809751] Epoch: [111] [1300/2904] eta: 0:20:18 lr: 0.002348 loss: 0.1880 (0.1998) loss_rec_all: 0.2139 (0.2256) loss_rec_sfr: 0.2783 (0.2956) loss_cl: -0.2797 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [11:18:51.734863] Epoch: [111] [1320/2904] eta: 0:20:02 lr: 0.002348 loss: 0.1902 (0.1999) loss_rec_all: 0.2167 (0.2257) loss_rec_sfr: 0.2490 (0.2956) loss_cl: -0.2789 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [11:19:06.657086] Epoch: [111] [1340/2904] eta: 0:19:47 lr: 0.002348 loss: 0.1904 (0.2000) loss_rec_all: 0.2163 (0.2258) loss_rec_sfr: 0.2955 (0.2962) loss_cl: -0.2781 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [11:19:21.584556] Epoch: [111] [1360/2904] eta: 0:19:31 lr: 0.002348 loss: 0.1915 (0.2000) loss_rec_all: 0.2171 (0.2258) loss_rec_sfr: 0.2636 (0.2960) loss_cl: -0.2787 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [11:19:36.505790] Epoch: [111] [1380/2904] eta: 0:19:16 lr: 0.002348 loss: 0.1880 (0.1999) loss_rec_all: 0.2142 (0.2257) loss_rec_sfr: 0.2644 (0.2958) loss_cl: -0.2796 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [11:19:51.421419] Epoch: [111] [1400/2904] eta: 0:19:00 lr: 0.002348 loss: 0.1959 (0.2000) loss_rec_all: 0.2219 (0.2258) loss_rec_sfr: 0.2654 (0.2960) loss_cl: -0.2790 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [11:20:06.345314] Epoch: [111] [1420/2904] eta: 0:18:45 lr: 0.002348 loss: 0.1903 (0.2001) loss_rec_all: 0.2163 (0.2259) loss_rec_sfr: 0.2821 (0.2963) loss_cl: -0.2791 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [11:20:21.266004] Epoch: [111] [1440/2904] eta: 0:18:29 lr: 0.002348 loss: 0.1934 (0.2001) loss_rec_all: 0.2195 (0.2259) loss_rec_sfr: 0.2739 (0.2964) loss_cl: -0.2788 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [11:20:36.186718] Epoch: [111] [1460/2904] eta: 0:18:14 lr: 0.002348 loss: 0.1906 (0.2001) loss_rec_all: 0.2169 (0.2259) loss_rec_sfr: 0.2759 (0.2963) loss_cl: -0.2786 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [11:20:51.111912] Epoch: [111] [1480/2904] eta: 0:17:59 lr: 0.002348 loss: 0.1870 (0.2002) loss_rec_all: 0.2133 (0.2260) loss_rec_sfr: 0.2727 (0.2965) loss_cl: -0.2788 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [11:21:06.032184] Epoch: [111] [1500/2904] eta: 0:17:43 lr: 0.002348 loss: 0.1908 (0.2002) loss_rec_all: 0.2172 (0.2260) loss_rec_sfr: 0.2767 (0.2966) loss_cl: -0.2784 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [11:21:20.954425] Epoch: [111] [1520/2904] eta: 0:17:28 lr: 0.002348 loss: 0.1917 (0.2003) loss_rec_all: 0.2178 (0.2261) loss_rec_sfr: 0.2732 (0.2968) loss_cl: -0.2783 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [11:21:35.878796] Epoch: [111] [1540/2904] eta: 0:17:12 lr: 0.002348 loss: 0.1976 (0.2005) loss_rec_all: 0.2234 (0.2262) loss_rec_sfr: 0.2952 (0.2974) loss_cl: -0.2782 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [11:21:50.797039] Epoch: [111] [1560/2904] eta: 0:16:57 lr: 0.002348 loss: 0.1881 (0.2003) loss_rec_all: 0.2140 (0.2261) loss_rec_sfr: 0.2822 (0.2971) loss_cl: -0.2789 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [11:22:05.713184] Epoch: [111] [1580/2904] eta: 0:16:42 lr: 0.002348 loss: 0.1909 (0.2003) loss_rec_all: 0.2170 (0.2261) loss_rec_sfr: 0.2861 (0.2970) loss_cl: -0.2787 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [11:22:20.625930] Epoch: [111] [1600/2904] eta: 0:16:26 lr: 0.002348 loss: 0.1890 (0.2002) loss_rec_all: 0.2150 (0.2260) loss_rec_sfr: 0.2853 (0.2968) loss_cl: -0.2789 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [11:22:35.538014] Epoch: [111] [1620/2904] eta: 0:16:11 lr: 0.002348 loss: 0.1910 (0.2002) loss_rec_all: 0.2175 (0.2260) loss_rec_sfr: 0.2760 (0.2967) loss_cl: -0.2793 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [11:22:50.463922] Epoch: [111] [1640/2904] eta: 0:15:56 lr: 0.002348 loss: 0.1909 (0.2001) loss_rec_all: 0.2168 (0.2259) loss_rec_sfr: 0.2800 (0.2965) loss_cl: -0.2798 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [11:23:05.394789] Epoch: [111] [1660/2904] eta: 0:15:41 lr: 0.002348 loss: 0.1981 (0.2003) loss_rec_all: 0.2239 (0.2260) loss_rec_sfr: 0.2935 (0.2970) loss_cl: -0.2791 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [11:23:20.315152] Epoch: [111] [1680/2904] eta: 0:15:25 lr: 0.002348 loss: 0.1895 (0.2003) loss_rec_all: 0.2154 (0.2261) loss_rec_sfr: 0.2916 (0.2973) loss_cl: -0.2786 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [11:23:35.237500] Epoch: [111] [1700/2904] eta: 0:15:10 lr: 0.002348 loss: 0.1921 (0.2003) loss_rec_all: 0.2181 (0.2260) loss_rec_sfr: 0.2871 (0.2971) loss_cl: -0.2783 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [11:23:50.153335] Epoch: [111] [1720/2904] eta: 0:14:55 lr: 0.002348 loss: 0.1909 (0.2003) loss_rec_all: 0.2169 (0.2261) loss_rec_sfr: 0.2660 (0.2972) loss_cl: -0.2783 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [11:24:05.070806] Epoch: [111] [1740/2904] eta: 0:14:39 lr: 0.002348 loss: 0.1907 (0.2002) loss_rec_all: 0.2169 (0.2260) loss_rec_sfr: 0.2592 (0.2967) loss_cl: -0.2788 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [11:24:19.988646] Epoch: [111] [1760/2904] eta: 0:14:24 lr: 0.002348 loss: 0.1894 (0.2001) loss_rec_all: 0.2158 (0.2259) loss_rec_sfr: 0.2756 (0.2965) loss_cl: -0.2795 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [11:24:34.908859] Epoch: [111] [1780/2904] eta: 0:14:09 lr: 0.002348 loss: 0.1888 (0.2001) loss_rec_all: 0.2146 (0.2259) loss_rec_sfr: 0.2791 (0.2965) loss_cl: -0.2789 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [11:24:49.830910] Epoch: [111] [1800/2904] eta: 0:13:54 lr: 0.002348 loss: 0.1905 (0.2001) loss_rec_all: 0.2170 (0.2259) loss_rec_sfr: 0.2883 (0.2966) loss_cl: -0.2790 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [11:25:04.747711] Epoch: [111] [1820/2904] eta: 0:13:39 lr: 0.002348 loss: 0.1895 (0.2000) loss_rec_all: 0.2153 (0.2258) loss_rec_sfr: 0.2787 (0.2963) loss_cl: -0.2787 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [11:25:19.669948] Epoch: [111] [1840/2904] eta: 0:13:23 lr: 0.002348 loss: 0.1879 (0.1999) loss_rec_all: 0.2140 (0.2257) loss_rec_sfr: 0.2796 (0.2962) loss_cl: -0.2794 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [11:25:34.586094] Epoch: [111] [1860/2904] eta: 0:13:08 lr: 0.002348 loss: 0.1914 (0.2000) loss_rec_all: 0.2177 (0.2257) loss_rec_sfr: 0.2905 (0.2963) loss_cl: -0.2793 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [11:25:49.503483] Epoch: [111] [1880/2904] eta: 0:12:53 lr: 0.002348 loss: 0.1895 (0.1999) loss_rec_all: 0.2156 (0.2257) loss_rec_sfr: 0.2503 (0.2961) loss_cl: -0.2784 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [11:26:04.420424] Epoch: [111] [1900/2904] eta: 0:12:38 lr: 0.002348 loss: 0.1890 (0.1999) loss_rec_all: 0.2152 (0.2257) loss_rec_sfr: 0.2766 (0.2959) loss_cl: -0.2788 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [11:26:19.333018] Epoch: [111] [1920/2904] eta: 0:12:22 lr: 0.002348 loss: 0.1881 (0.1999) loss_rec_all: 0.2141 (0.2257) loss_rec_sfr: 0.2760 (0.2960) loss_cl: -0.2796 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [11:26:34.244262] Epoch: [111] [1940/2904] eta: 0:12:07 lr: 0.002348 loss: 0.1859 (0.1998) loss_rec_all: 0.2126 (0.2256) loss_rec_sfr: 0.2474 (0.2955) loss_cl: -0.2800 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [11:26:49.159748] Epoch: [111] [1960/2904] eta: 0:11:52 lr: 0.002348 loss: 0.1878 (0.1998) loss_rec_all: 0.2143 (0.2256) loss_rec_sfr: 0.2931 (0.2955) loss_cl: -0.2813 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [11:27:04.078025] Epoch: [111] [1980/2904] eta: 0:11:37 lr: 0.002348 loss: 0.1999 (0.1999) loss_rec_all: 0.2256 (0.2257) loss_rec_sfr: 0.2813 (0.2959) loss_cl: -0.2716 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [11:27:18.996184] Epoch: [111] [2000/2904] eta: 0:11:22 lr: 0.002348 loss: 0.1947 (0.1999) loss_rec_all: 0.2203 (0.2257) loss_rec_sfr: 0.2953 (0.2960) loss_cl: -0.2776 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [11:27:33.913750] Epoch: [111] [2020/2904] eta: 0:11:07 lr: 0.002348 loss: 0.1867 (0.1998) loss_rec_all: 0.2132 (0.2256) loss_rec_sfr: 0.2418 (0.2957) loss_cl: -0.2796 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [11:27:48.826234] Epoch: [111] [2040/2904] eta: 0:10:51 lr: 0.002348 loss: 0.1917 (0.1998) loss_rec_all: 0.2178 (0.2256) loss_rec_sfr: 0.2817 (0.2957) loss_cl: -0.2790 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [11:28:03.745038] Epoch: [111] [2060/2904] eta: 0:10:36 lr: 0.002348 loss: 0.1905 (0.1998) loss_rec_all: 0.2161 (0.2256) loss_rec_sfr: 0.2752 (0.2956) loss_cl: -0.2785 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [11:28:18.663720] Epoch: [111] [2080/2904] eta: 0:10:21 lr: 0.002348 loss: 0.1863 (0.1997) loss_rec_all: 0.2124 (0.2255) loss_rec_sfr: 0.2358 (0.2952) loss_cl: -0.2785 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [11:28:33.594335] Epoch: [111] [2100/2904] eta: 0:10:06 lr: 0.002348 loss: 0.1888 (0.1997) loss_rec_all: 0.2146 (0.2255) loss_rec_sfr: 0.2861 (0.2952) loss_cl: -0.2790 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [11:28:48.525919] Epoch: [111] [2120/2904] eta: 0:09:51 lr: 0.002348 loss: 0.1959 (0.1997) loss_rec_all: 0.2219 (0.2255) loss_rec_sfr: 0.2779 (0.2951) loss_cl: -0.2795 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [11:29:03.447131] Epoch: [111] [2140/2904] eta: 0:09:36 lr: 0.002348 loss: 0.1898 (0.1997) loss_rec_all: 0.2158 (0.2255) loss_rec_sfr: 0.2714 (0.2952) loss_cl: -0.2798 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [11:29:18.359558] Epoch: [111] [2160/2904] eta: 0:09:21 lr: 0.002348 loss: 0.1935 (0.1998) loss_rec_all: 0.2194 (0.2256) loss_rec_sfr: 0.3011 (0.2956) loss_cl: -0.2791 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [11:29:33.278453] Epoch: [111] [2180/2904] eta: 0:09:05 lr: 0.002348 loss: 0.1867 (0.1997) loss_rec_all: 0.2131 (0.2255) loss_rec_sfr: 0.2476 (0.2954) loss_cl: -0.2782 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [11:29:48.199641] Epoch: [111] [2200/2904] eta: 0:08:50 lr: 0.002348 loss: 0.1973 (0.1998) loss_rec_all: 0.2233 (0.2256) loss_rec_sfr: 0.2786 (0.2957) loss_cl: -0.2780 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [11:30:03.119969] Epoch: [111] [2220/2904] eta: 0:08:35 lr: 0.002348 loss: 0.1869 (0.1998) loss_rec_all: 0.2131 (0.2256) loss_rec_sfr: 0.2434 (0.2955) loss_cl: -0.2783 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [11:30:18.039221] Epoch: [111] [2240/2904] eta: 0:08:20 lr: 0.002348 loss: 0.1895 (0.1998) loss_rec_all: 0.2155 (0.2256) loss_rec_sfr: 0.2779 (0.2956) loss_cl: -0.2794 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [11:30:32.951273] Epoch: [111] [2260/2904] eta: 0:08:05 lr: 0.002348 loss: 0.1897 (0.1998) loss_rec_all: 0.2156 (0.2256) loss_rec_sfr: 0.2626 (0.2956) loss_cl: -0.2789 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [11:30:47.868264] Epoch: [111] [2280/2904] eta: 0:07:50 lr: 0.002348 loss: 0.1908 (0.1999) loss_rec_all: 0.2170 (0.2256) loss_rec_sfr: 0.2742 (0.2956) loss_cl: -0.2788 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [11:31:02.788495] Epoch: [111] [2300/2904] eta: 0:07:35 lr: 0.002348 loss: 0.1913 (0.1999) loss_rec_all: 0.2170 (0.2257) loss_rec_sfr: 0.2740 (0.2957) loss_cl: -0.2779 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [11:31:17.706946] Epoch: [111] [2320/2904] eta: 0:07:20 lr: 0.002348 loss: 0.1900 (0.1999) loss_rec_all: 0.2159 (0.2257) loss_rec_sfr: 0.2878 (0.2958) loss_cl: -0.2785 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [11:31:32.628765] Epoch: [111] [2340/2904] eta: 0:07:04 lr: 0.002348 loss: 0.1900 (0.1998) loss_rec_all: 0.2162 (0.2256) loss_rec_sfr: 0.2758 (0.2956) loss_cl: -0.2790 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [11:31:47.554068] Epoch: [111] [2360/2904] eta: 0:06:49 lr: 0.002348 loss: 0.1940 (0.1999) loss_rec_all: 0.2198 (0.2257) loss_rec_sfr: 0.2777 (0.2958) loss_cl: -0.2793 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [11:32:02.474624] Epoch: [111] [2380/2904] eta: 0:06:34 lr: 0.002348 loss: 0.1899 (0.1999) loss_rec_all: 0.2158 (0.2257) loss_rec_sfr: 0.2742 (0.2957) loss_cl: -0.2793 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [11:32:17.395012] Epoch: [111] [2400/2904] eta: 0:06:19 lr: 0.002347 loss: 0.1883 (0.1999) loss_rec_all: 0.2141 (0.2257) loss_rec_sfr: 0.2827 (0.2958) loss_cl: -0.2785 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [11:32:32.315880] Epoch: [111] [2420/2904] eta: 0:06:04 lr: 0.002347 loss: 0.1907 (0.1999) loss_rec_all: 0.2164 (0.2257) loss_rec_sfr: 0.2787 (0.2958) loss_cl: -0.2779 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [11:32:47.235154] Epoch: [111] [2440/2904] eta: 0:05:49 lr: 0.002347 loss: 0.1908 (0.1999) loss_rec_all: 0.2166 (0.2257) loss_rec_sfr: 0.2880 (0.2959) loss_cl: -0.2791 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [11:33:02.150702] Epoch: [111] [2460/2904] eta: 0:05:34 lr: 0.002347 loss: 0.1912 (0.2000) loss_rec_all: 0.2175 (0.2258) loss_rec_sfr: 0.2820 (0.2960) loss_cl: -0.2795 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [11:33:17.063310] Epoch: [111] [2480/2904] eta: 0:05:19 lr: 0.002347 loss: 0.1905 (0.2000) loss_rec_all: 0.2165 (0.2258) loss_rec_sfr: 0.2804 (0.2960) loss_cl: -0.2792 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [11:33:31.982464] Epoch: [111] [2500/2904] eta: 0:05:04 lr: 0.002347 loss: 0.1895 (0.2000) loss_rec_all: 0.2156 (0.2258) loss_rec_sfr: 0.2750 (0.2960) loss_cl: -0.2783 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [11:33:46.898034] Epoch: [111] [2520/2904] eta: 0:04:49 lr: 0.002347 loss: 0.1885 (0.1999) loss_rec_all: 0.2148 (0.2257) loss_rec_sfr: 0.2705 (0.2958) loss_cl: -0.2783 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [11:34:01.813288] Epoch: [111] [2540/2904] eta: 0:04:34 lr: 0.002347 loss: 0.1918 (0.1999) loss_rec_all: 0.2178 (0.2257) loss_rec_sfr: 0.2731 (0.2957) loss_cl: -0.2783 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [11:34:16.731932] Epoch: [111] [2560/2904] eta: 0:04:18 lr: 0.002347 loss: 0.1927 (0.1999) loss_rec_all: 0.2185 (0.2257) loss_rec_sfr: 0.2749 (0.2958) loss_cl: -0.2786 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [11:34:31.654416] Epoch: [111] [2580/2904] eta: 0:04:03 lr: 0.002347 loss: 0.1903 (0.1999) loss_rec_all: 0.2162 (0.2257) loss_rec_sfr: 0.2876 (0.2958) loss_cl: -0.2793 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [11:34:46.571840] Epoch: [111] [2600/2904] eta: 0:03:48 lr: 0.002347 loss: 0.1894 (0.1999) loss_rec_all: 0.2158 (0.2257) loss_rec_sfr: 0.2793 (0.2958) loss_cl: -0.2790 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [11:35:01.486268] Epoch: [111] [2620/2904] eta: 0:03:33 lr: 0.002347 loss: 0.1938 (0.2000) loss_rec_all: 0.2200 (0.2258) loss_rec_sfr: 0.2848 (0.2960) loss_cl: -0.2801 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [11:35:16.402282] Epoch: [111] [2640/2904] eta: 0:03:18 lr: 0.002347 loss: 0.1918 (0.2000) loss_rec_all: 0.2176 (0.2258) loss_rec_sfr: 0.2907 (0.2961) loss_cl: -0.2791 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [11:35:31.320243] Epoch: [111] [2660/2904] eta: 0:03:03 lr: 0.002347 loss: 0.1928 (0.2000) loss_rec_all: 0.2187 (0.2258) loss_rec_sfr: 0.2815 (0.2962) loss_cl: -0.2780 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [11:35:46.239144] Epoch: [111] [2680/2904] eta: 0:02:48 lr: 0.002347 loss: 0.1921 (0.2000) loss_rec_all: 0.2178 (0.2258) loss_rec_sfr: 0.2979 (0.2963) loss_cl: -0.2784 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [11:36:01.158174] Epoch: [111] [2700/2904] eta: 0:02:33 lr: 0.002347 loss: 0.1916 (0.2000) loss_rec_all: 0.2179 (0.2258) loss_rec_sfr: 0.2696 (0.2962) loss_cl: -0.2795 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [11:36:16.083543] Epoch: [111] [2720/2904] eta: 0:02:18 lr: 0.002347 loss: 0.1897 (0.2000) loss_rec_all: 0.2159 (0.2258) loss_rec_sfr: 0.2745 (0.2961) loss_cl: -0.2791 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [11:36:31.014381] Epoch: [111] [2740/2904] eta: 0:02:03 lr: 0.002347 loss: 0.1897 (0.2000) loss_rec_all: 0.2155 (0.2258) loss_rec_sfr: 0.2945 (0.2963) loss_cl: -0.2789 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [11:36:45.940062] Epoch: [111] [2760/2904] eta: 0:01:48 lr: 0.002347 loss: 0.1881 (0.2000) loss_rec_all: 0.2143 (0.2258) loss_rec_sfr: 0.2823 (0.2962) loss_cl: -0.2788 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [11:37:00.867582] Epoch: [111] [2780/2904] eta: 0:01:33 lr: 0.002347 loss: 0.1903 (0.1999) loss_rec_all: 0.2160 (0.2257) loss_rec_sfr: 0.2819 (0.2962) loss_cl: -0.2786 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [11:37:15.791939] Epoch: [111] [2800/2904] eta: 0:01:18 lr: 0.002347 loss: 0.1896 (0.1999) loss_rec_all: 0.2155 (0.2257) loss_rec_sfr: 0.2809 (0.2961) loss_cl: -0.2786 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [11:37:30.715836] Epoch: [111] [2820/2904] eta: 0:01:03 lr: 0.002347 loss: 0.1926 (0.1999) loss_rec_all: 0.2187 (0.2257) loss_rec_sfr: 0.2794 (0.2961) loss_cl: -0.2787 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [11:37:45.676555] Epoch: [111] [2840/2904] eta: 0:00:48 lr: 0.002347 loss: 0.1943 (0.2000) loss_rec_all: 0.2200 (0.2258) loss_rec_sfr: 0.2766 (0.2963) loss_cl: -0.2796 (-0.2787) time: 0.7480 data: 0.0023 max mem: 29860 [11:38:00.595021] Epoch: [111] [2860/2904] eta: 0:00:33 lr: 0.002347 loss: 0.1875 (0.2000) loss_rec_all: 0.2135 (0.2258) loss_rec_sfr: 0.2891 (0.2965) loss_cl: -0.2791 (-0.2787) time: 0.7459 data: 0.0001 max mem: 29860 [11:38:15.516158] Epoch: [111] [2880/2904] eta: 0:00:18 lr: 0.002347 loss: 0.1908 (0.2001) loss_rec_all: 0.2171 (0.2259) loss_rec_sfr: 0.2992 (0.2966) loss_cl: -0.2778 (-0.2787) time: 0.7460 data: 0.0001 max mem: 29860 [11:38:30.436872] Epoch: [111] [2900/2904] eta: 0:00:03 lr: 0.002347 loss: 0.1861 (0.2001) loss_rec_all: 0.2123 (0.2259) loss_rec_sfr: 0.2873 (0.2968) loss_cl: -0.2778 (-0.2787) time: 0.7460 data: 0.0001 max mem: 29860 [11:38:32.683245] Epoch: [111] [2903/2904] eta: 0:00:00 lr: 0.002347 loss: 0.1873 (0.2001) loss_rec_all: 0.2137 (0.2259) loss_rec_sfr: 0.2873 (0.2968) loss_cl: -0.2782 (-0.2787) time: 0.7461 data: 0.0001 max mem: 29860 [11:38:34.693191] Epoch: [111] Total time: 0:36:25 (0.7527 s / it) [11:38:34.700750] Averaged stats: lr: 0.002347 loss: 0.1873 (0.2028) loss_rec_all: 0.2137 (0.2263) loss_rec_sfr: 0.2873 (0.2982) loss_cl: -0.2782 (-0.2555) [11:38:34.705466] log_dir: ./checkpoint/VF2_ViT-B [11:38:53.014987] Epoch: [112] [ 0/2904] eta: 14:46:07 lr: 0.002347 loss: 0.1934 (0.1934) loss_rec_all: 0.2192 (0.2192) loss_rec_sfr: 0.2839 (0.2839) loss_cl: -0.2776 (-0.2776) time: 18.3084 data: 15.2124 max mem: 29860 [11:39:07.900029] Epoch: [112] [ 20/2904] eta: 1:15:58 lr: 0.002347 loss: 0.1924 (0.2033) loss_rec_all: 0.2181 (0.2289) loss_rec_sfr: 0.2924 (0.3105) loss_cl: -0.2784 (-0.2785) time: 0.7442 data: 0.0002 max mem: 29860 [11:39:22.779627] Epoch: [112] [ 40/2904] eta: 0:55:57 lr: 0.002347 loss: 0.1911 (0.2048) loss_rec_all: 0.2172 (0.2305) loss_rec_sfr: 0.2839 (0.3133) loss_cl: -0.2797 (-0.2789) time: 0.7439 data: 0.0002 max mem: 29860 [11:39:37.665061] Epoch: [112] [ 60/2904] eta: 0:48:55 lr: 0.002347 loss: 0.1901 (0.2020) loss_rec_all: 0.2160 (0.2278) loss_rec_sfr: 0.2869 (0.3059) loss_cl: -0.2793 (-0.2790) time: 0.7442 data: 0.0002 max mem: 29860 [11:39:52.560321] Epoch: [112] [ 80/2904] eta: 0:45:14 lr: 0.002347 loss: 0.1898 (0.2033) loss_rec_all: 0.2159 (0.2291) loss_rec_sfr: 0.2895 (0.3108) loss_cl: -0.2784 (-0.2789) time: 0.7447 data: 0.0002 max mem: 29860 [11:40:07.463063] Epoch: [112] [ 100/2904] eta: 0:42:55 lr: 0.002347 loss: 0.1901 (0.2032) loss_rec_all: 0.2158 (0.2288) loss_rec_sfr: 0.2887 (0.3119) loss_cl: -0.2781 (-0.2787) time: 0.7451 data: 0.0002 max mem: 29860 [11:40:22.375946] Epoch: [112] [ 120/2904] eta: 0:41:17 lr: 0.002347 loss: 0.1902 (0.2016) loss_rec_all: 0.2162 (0.2273) loss_rec_sfr: 0.2964 (0.3084) loss_cl: -0.2789 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [11:40:37.293490] Epoch: [112] [ 140/2904] eta: 0:40:02 lr: 0.002347 loss: 0.1915 (0.2001) loss_rec_all: 0.2176 (0.2258) loss_rec_sfr: 0.2669 (0.3018) loss_cl: -0.2793 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [11:40:52.210144] Epoch: [112] [ 160/2904] eta: 0:39:03 lr: 0.002347 loss: 0.1893 (0.1991) loss_rec_all: 0.2154 (0.2249) loss_rec_sfr: 0.2683 (0.2981) loss_cl: -0.2795 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [11:41:07.156879] Epoch: [112] [ 180/2904] eta: 0:38:14 lr: 0.002347 loss: 0.1903 (0.1996) loss_rec_all: 0.2160 (0.2254) loss_rec_sfr: 0.2908 (0.3002) loss_cl: -0.2789 (-0.2789) time: 0.7473 data: 0.0002 max mem: 29860 [11:41:22.084765] Epoch: [112] [ 200/2904] eta: 0:37:31 lr: 0.002347 loss: 0.1931 (0.2005) loss_rec_all: 0.2188 (0.2263) loss_rec_sfr: 0.2952 (0.3030) loss_cl: -0.2783 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [11:41:37.011466] Epoch: [112] [ 220/2904] eta: 0:36:53 lr: 0.002347 loss: 0.1890 (0.2006) loss_rec_all: 0.2147 (0.2264) loss_rec_sfr: 0.2801 (0.3029) loss_cl: -0.2785 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [11:41:51.939535] Epoch: [112] [ 240/2904] eta: 0:36:20 lr: 0.002347 loss: 0.1953 (0.2009) loss_rec_all: 0.2212 (0.2267) loss_rec_sfr: 0.2791 (0.3029) loss_cl: -0.2783 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [11:42:06.884009] Epoch: [112] [ 260/2904] eta: 0:35:49 lr: 0.002347 loss: 0.1874 (0.2010) loss_rec_all: 0.2132 (0.2267) loss_rec_sfr: 0.2852 (0.3037) loss_cl: -0.2789 (-0.2787) time: 0.7472 data: 0.0002 max mem: 29860 [11:42:21.799891] Epoch: [112] [ 280/2904] eta: 0:35:20 lr: 0.002347 loss: 0.1893 (0.2010) loss_rec_all: 0.2151 (0.2268) loss_rec_sfr: 0.2577 (0.3032) loss_cl: -0.2793 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [11:42:36.726949] Epoch: [112] [ 300/2904] eta: 0:34:53 lr: 0.002347 loss: 0.1898 (0.2006) loss_rec_all: 0.2159 (0.2264) loss_rec_sfr: 0.2677 (0.3015) loss_cl: -0.2790 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [11:42:51.651271] Epoch: [112] [ 320/2904] eta: 0:34:28 lr: 0.002347 loss: 0.1902 (0.2002) loss_rec_all: 0.2161 (0.2260) loss_rec_sfr: 0.2712 (0.2995) loss_cl: -0.2786 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [11:43:06.590664] Epoch: [112] [ 340/2904] eta: 0:34:04 lr: 0.002347 loss: 0.1872 (0.2002) loss_rec_all: 0.2132 (0.2260) loss_rec_sfr: 0.2916 (0.3000) loss_cl: -0.2790 (-0.2788) time: 0.7469 data: 0.0002 max mem: 29860 [11:43:21.515496] Epoch: [112] [ 360/2904] eta: 0:33:41 lr: 0.002347 loss: 0.1928 (0.2010) loss_rec_all: 0.2189 (0.2267) loss_rec_sfr: 0.3057 (0.3029) loss_cl: -0.2781 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [11:43:36.440194] Epoch: [112] [ 380/2904] eta: 0:33:18 lr: 0.002347 loss: 0.1928 (0.2010) loss_rec_all: 0.2184 (0.2268) loss_rec_sfr: 0.2797 (0.3032) loss_cl: -0.2789 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [11:43:51.356472] Epoch: [112] [ 400/2904] eta: 0:32:57 lr: 0.002347 loss: 0.1884 (0.2006) loss_rec_all: 0.2142 (0.2264) loss_rec_sfr: 0.2858 (0.3021) loss_cl: -0.2796 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [11:44:06.274871] Epoch: [112] [ 420/2904] eta: 0:32:36 lr: 0.002347 loss: 0.1925 (0.2003) loss_rec_all: 0.2184 (0.2261) loss_rec_sfr: 0.2824 (0.3011) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [11:44:21.195249] Epoch: [112] [ 440/2904] eta: 0:32:15 lr: 0.002347 loss: 0.1914 (0.2002) loss_rec_all: 0.2170 (0.2260) loss_rec_sfr: 0.2709 (0.3007) loss_cl: -0.2784 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [11:44:36.121470] Epoch: [112] [ 460/2904] eta: 0:31:55 lr: 0.002347 loss: 0.1866 (0.1998) loss_rec_all: 0.2129 (0.2256) loss_rec_sfr: 0.2380 (0.2993) loss_cl: -0.2789 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [11:44:51.042800] Epoch: [112] [ 480/2904] eta: 0:31:36 lr: 0.002347 loss: 0.1962 (0.2000) loss_rec_all: 0.2220 (0.2257) loss_rec_sfr: 0.2745 (0.2993) loss_cl: -0.2781 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [11:45:05.968552] Epoch: [112] [ 500/2904] eta: 0:31:17 lr: 0.002347 loss: 0.1936 (0.2000) loss_rec_all: 0.2195 (0.2258) loss_rec_sfr: 0.2789 (0.2993) loss_cl: -0.2786 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [11:45:20.892607] Epoch: [112] [ 520/2904] eta: 0:30:58 lr: 0.002347 loss: 0.1885 (0.1998) loss_rec_all: 0.2145 (0.2256) loss_rec_sfr: 0.2916 (0.2993) loss_cl: -0.2795 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [11:45:35.820575] Epoch: [112] [ 540/2904] eta: 0:30:40 lr: 0.002347 loss: 0.1899 (0.2000) loss_rec_all: 0.2162 (0.2257) loss_rec_sfr: 0.2641 (0.2992) loss_cl: -0.2791 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [11:45:50.745718] Epoch: [112] [ 560/2904] eta: 0:30:21 lr: 0.002347 loss: 0.1889 (0.2000) loss_rec_all: 0.2150 (0.2257) loss_rec_sfr: 0.2747 (0.2993) loss_cl: -0.2798 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [11:46:05.662959] Epoch: [112] [ 580/2904] eta: 0:30:03 lr: 0.002347 loss: 0.1844 (0.1995) loss_rec_all: 0.2105 (0.2253) loss_rec_sfr: 0.2477 (0.2977) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [11:46:20.582064] Epoch: [112] [ 600/2904] eta: 0:29:45 lr: 0.002347 loss: 0.1878 (0.1992) loss_rec_all: 0.2137 (0.2250) loss_rec_sfr: 0.2626 (0.2967) loss_cl: -0.2784 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [11:46:35.509453] Epoch: [112] [ 620/2904] eta: 0:29:28 lr: 0.002347 loss: 0.1880 (0.1990) loss_rec_all: 0.2145 (0.2248) loss_rec_sfr: 0.2702 (0.2958) loss_cl: -0.2795 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [11:46:50.429255] Epoch: [112] [ 640/2904] eta: 0:29:10 lr: 0.002347 loss: 0.1913 (0.1992) loss_rec_all: 0.2173 (0.2251) loss_rec_sfr: 0.2907 (0.2967) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [11:47:05.346235] Epoch: [112] [ 660/2904] eta: 0:28:53 lr: 0.002347 loss: 0.1870 (0.1991) loss_rec_all: 0.2129 (0.2249) loss_rec_sfr: 0.2884 (0.2965) loss_cl: -0.2802 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [11:47:20.269483] Epoch: [112] [ 680/2904] eta: 0:28:36 lr: 0.002347 loss: 0.1981 (0.1993) loss_rec_all: 0.2240 (0.2251) loss_rec_sfr: 0.2887 (0.2971) loss_cl: -0.2791 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [11:47:35.190163] Epoch: [112] [ 700/2904] eta: 0:28:19 lr: 0.002347 loss: 0.1867 (0.1991) loss_rec_all: 0.2128 (0.2249) loss_rec_sfr: 0.2685 (0.2963) loss_cl: -0.2793 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [11:47:50.113486] Epoch: [112] [ 720/2904] eta: 0:28:02 lr: 0.002347 loss: 0.1920 (0.1991) loss_rec_all: 0.2178 (0.2249) loss_rec_sfr: 0.2779 (0.2963) loss_cl: -0.2792 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [11:48:05.042853] Epoch: [112] [ 740/2904] eta: 0:27:45 lr: 0.002347 loss: 0.1914 (0.1992) loss_rec_all: 0.2173 (0.2251) loss_rec_sfr: 0.2652 (0.2964) loss_cl: -0.2782 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [11:48:19.966736] Epoch: [112] [ 760/2904] eta: 0:27:28 lr: 0.002347 loss: 0.1933 (0.1993) loss_rec_all: 0.2197 (0.2251) loss_rec_sfr: 0.2761 (0.2963) loss_cl: -0.2786 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [11:48:34.891074] Epoch: [112] [ 780/2904] eta: 0:27:12 lr: 0.002347 loss: 0.1857 (0.1991) loss_rec_all: 0.2117 (0.2249) loss_rec_sfr: 0.2706 (0.2958) loss_cl: -0.2778 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [11:48:49.810833] Epoch: [112] [ 800/2904] eta: 0:26:55 lr: 0.002347 loss: 0.1888 (0.1992) loss_rec_all: 0.2150 (0.2250) loss_rec_sfr: 0.2844 (0.2962) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [11:49:04.733784] Epoch: [112] [ 820/2904] eta: 0:26:39 lr: 0.002347 loss: 0.1934 (0.1994) loss_rec_all: 0.2193 (0.2252) loss_rec_sfr: 0.2812 (0.2971) loss_cl: -0.2799 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [11:49:19.657506] Epoch: [112] [ 840/2904] eta: 0:26:22 lr: 0.002347 loss: 0.1887 (0.1994) loss_rec_all: 0.2145 (0.2252) loss_rec_sfr: 0.2942 (0.2972) loss_cl: -0.2794 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [11:49:34.583283] Epoch: [112] [ 860/2904] eta: 0:26:06 lr: 0.002347 loss: 0.1876 (0.1992) loss_rec_all: 0.2132 (0.2250) loss_rec_sfr: 0.2786 (0.2968) loss_cl: -0.2781 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [11:49:49.501347] Epoch: [112] [ 880/2904] eta: 0:25:50 lr: 0.002347 loss: 0.1888 (0.1993) loss_rec_all: 0.2145 (0.2251) loss_rec_sfr: 0.2677 (0.2968) loss_cl: -0.2784 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [11:50:04.428460] Epoch: [112] [ 900/2904] eta: 0:25:33 lr: 0.002347 loss: 0.1887 (0.1993) loss_rec_all: 0.2148 (0.2251) loss_rec_sfr: 0.2767 (0.2967) loss_cl: -0.2790 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [11:50:19.355624] Epoch: [112] [ 920/2904] eta: 0:25:17 lr: 0.002347 loss: 0.1873 (0.1993) loss_rec_all: 0.2135 (0.2251) loss_rec_sfr: 0.2688 (0.2963) loss_cl: -0.2794 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [11:50:34.279354] Epoch: [112] [ 940/2904] eta: 0:25:01 lr: 0.002347 loss: 0.1921 (0.1994) loss_rec_all: 0.2182 (0.2252) loss_rec_sfr: 0.2883 (0.2969) loss_cl: -0.2779 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [11:50:49.200938] Epoch: [112] [ 960/2904] eta: 0:24:45 lr: 0.002347 loss: 0.1904 (0.1997) loss_rec_all: 0.2165 (0.2255) loss_rec_sfr: 0.2928 (0.2980) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [11:51:04.123058] Epoch: [112] [ 980/2904] eta: 0:24:29 lr: 0.002347 loss: 0.1907 (0.1996) loss_rec_all: 0.2164 (0.2254) loss_rec_sfr: 0.2739 (0.2973) loss_cl: -0.2788 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [11:51:19.045833] Epoch: [112] [1000/2904] eta: 0:24:13 lr: 0.002347 loss: 0.1912 (0.1995) loss_rec_all: 0.2176 (0.2253) loss_rec_sfr: 0.2653 (0.2971) loss_cl: -0.2795 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [11:51:33.967229] Epoch: [112] [1020/2904] eta: 0:23:57 lr: 0.002347 loss: 0.1890 (0.1996) loss_rec_all: 0.2147 (0.2254) loss_rec_sfr: 0.2864 (0.2973) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [11:51:48.892336] Epoch: [112] [1040/2904] eta: 0:23:41 lr: 0.002347 loss: 0.1910 (0.1996) loss_rec_all: 0.2168 (0.2254) loss_rec_sfr: 0.3043 (0.2978) loss_cl: -0.2786 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [11:52:03.813017] Epoch: [112] [1060/2904] eta: 0:23:26 lr: 0.002347 loss: 0.1982 (0.1998) loss_rec_all: 0.2242 (0.2256) loss_rec_sfr: 0.2782 (0.2984) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [11:52:18.734184] Epoch: [112] [1080/2904] eta: 0:23:10 lr: 0.002347 loss: 0.1888 (0.1998) loss_rec_all: 0.2147 (0.2256) loss_rec_sfr: 0.2648 (0.2981) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [11:52:33.656856] Epoch: [112] [1100/2904] eta: 0:22:54 lr: 0.002347 loss: 0.1908 (0.2000) loss_rec_all: 0.2167 (0.2258) loss_rec_sfr: 0.2685 (0.2984) loss_cl: -0.2787 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [11:52:48.577017] Epoch: [112] [1120/2904] eta: 0:22:38 lr: 0.002347 loss: 0.1869 (0.1999) loss_rec_all: 0.2135 (0.2257) loss_rec_sfr: 0.2708 (0.2980) loss_cl: -0.2793 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [11:53:03.483287] Epoch: [112] [1140/2904] eta: 0:22:23 lr: 0.002347 loss: 0.1996 (0.2001) loss_rec_all: 0.2257 (0.2258) loss_rec_sfr: 0.2816 (0.2987) loss_cl: -0.2792 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [11:53:18.410487] Epoch: [112] [1160/2904] eta: 0:22:07 lr: 0.002347 loss: 0.1984 (0.2002) loss_rec_all: 0.2243 (0.2259) loss_rec_sfr: 0.2770 (0.2987) loss_cl: -0.2781 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [11:53:33.335235] Epoch: [112] [1180/2904] eta: 0:21:51 lr: 0.002347 loss: 0.1873 (0.2001) loss_rec_all: 0.2133 (0.2259) loss_rec_sfr: 0.2824 (0.2987) loss_cl: -0.2786 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [11:53:48.256643] Epoch: [112] [1200/2904] eta: 0:21:36 lr: 0.002347 loss: 0.1900 (0.2002) loss_rec_all: 0.2161 (0.2260) loss_rec_sfr: 0.2936 (0.2991) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [11:54:03.177652] Epoch: [112] [1220/2904] eta: 0:21:20 lr: 0.002347 loss: 0.1907 (0.2002) loss_rec_all: 0.2165 (0.2260) loss_rec_sfr: 0.2864 (0.2993) loss_cl: -0.2784 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [11:54:18.096255] Epoch: [112] [1240/2904] eta: 0:21:04 lr: 0.002347 loss: 0.1912 (0.2003) loss_rec_all: 0.2172 (0.2261) loss_rec_sfr: 0.2738 (0.2994) loss_cl: -0.2778 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [11:54:33.010797] Epoch: [112] [1260/2904] eta: 0:20:49 lr: 0.002347 loss: 0.1908 (0.2004) loss_rec_all: 0.2171 (0.2262) loss_rec_sfr: 0.3008 (0.2998) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [11:54:47.926944] Epoch: [112] [1280/2904] eta: 0:20:33 lr: 0.002347 loss: 0.1895 (0.2005) loss_rec_all: 0.2158 (0.2263) loss_rec_sfr: 0.2855 (0.3002) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [11:55:02.852221] Epoch: [112] [1300/2904] eta: 0:20:18 lr: 0.002347 loss: 0.1921 (0.2007) loss_rec_all: 0.2180 (0.2265) loss_rec_sfr: 0.2907 (0.3008) loss_cl: -0.2793 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [11:55:17.770590] Epoch: [112] [1320/2904] eta: 0:20:02 lr: 0.002347 loss: 0.1873 (0.2007) loss_rec_all: 0.2130 (0.2265) loss_rec_sfr: 0.2804 (0.3007) loss_cl: -0.2784 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [11:55:32.694044] Epoch: [112] [1340/2904] eta: 0:19:47 lr: 0.002347 loss: 0.1900 (0.2007) loss_rec_all: 0.2160 (0.2265) loss_rec_sfr: 0.2837 (0.3008) loss_cl: -0.2780 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [11:55:47.617797] Epoch: [112] [1360/2904] eta: 0:19:31 lr: 0.002347 loss: 0.1885 (0.2007) loss_rec_all: 0.2146 (0.2265) loss_rec_sfr: 0.2844 (0.3008) loss_cl: -0.2787 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [11:56:02.542563] Epoch: [112] [1380/2904] eta: 0:19:16 lr: 0.002347 loss: 0.1889 (0.2006) loss_rec_all: 0.2147 (0.2264) loss_rec_sfr: 0.2676 (0.3006) loss_cl: -0.2780 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [11:56:17.464278] Epoch: [112] [1400/2904] eta: 0:19:00 lr: 0.002347 loss: 0.1909 (0.2007) loss_rec_all: 0.2169 (0.2265) loss_rec_sfr: 0.2831 (0.3006) loss_cl: -0.2788 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [11:56:32.392460] Epoch: [112] [1420/2904] eta: 0:18:45 lr: 0.002347 loss: 0.1890 (0.2006) loss_rec_all: 0.2150 (0.2264) loss_rec_sfr: 0.2767 (0.3005) loss_cl: -0.2787 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [11:56:47.316089] Epoch: [112] [1440/2904] eta: 0:18:29 lr: 0.002347 loss: 0.1873 (0.2007) loss_rec_all: 0.2131 (0.2264) loss_rec_sfr: 0.2848 (0.3006) loss_cl: -0.2788 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [11:57:02.239789] Epoch: [112] [1460/2904] eta: 0:18:14 lr: 0.002347 loss: 0.1930 (0.2006) loss_rec_all: 0.2188 (0.2264) loss_rec_sfr: 0.2753 (0.3004) loss_cl: -0.2792 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [11:57:17.164508] Epoch: [112] [1480/2904] eta: 0:17:59 lr: 0.002346 loss: 0.1905 (0.2006) loss_rec_all: 0.2163 (0.2264) loss_rec_sfr: 0.2822 (0.3006) loss_cl: -0.2788 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [11:57:32.084465] Epoch: [112] [1500/2904] eta: 0:17:43 lr: 0.002346 loss: 0.1849 (0.2006) loss_rec_all: 0.2107 (0.2263) loss_rec_sfr: 0.2924 (0.3005) loss_cl: -0.2783 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [11:57:47.010550] Epoch: [112] [1520/2904] eta: 0:17:28 lr: 0.002346 loss: 0.1905 (0.2006) loss_rec_all: 0.2164 (0.2264) loss_rec_sfr: 0.2907 (0.3008) loss_cl: -0.2791 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [11:58:01.931660] Epoch: [112] [1540/2904] eta: 0:17:13 lr: 0.002346 loss: 0.1927 (0.2007) loss_rec_all: 0.2186 (0.2265) loss_rec_sfr: 0.2947 (0.3011) loss_cl: -0.2800 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [11:58:16.851974] Epoch: [112] [1560/2904] eta: 0:16:57 lr: 0.002346 loss: 0.1928 (0.2008) loss_rec_all: 0.2185 (0.2266) loss_rec_sfr: 0.2936 (0.3016) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [11:58:31.774498] Epoch: [112] [1580/2904] eta: 0:16:42 lr: 0.002346 loss: 0.1937 (0.2009) loss_rec_all: 0.2196 (0.2267) loss_rec_sfr: 0.3053 (0.3020) loss_cl: -0.2781 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [11:58:46.699759] Epoch: [112] [1600/2904] eta: 0:16:27 lr: 0.002346 loss: 0.1927 (0.2010) loss_rec_all: 0.2186 (0.2267) loss_rec_sfr: 0.2811 (0.3021) loss_cl: -0.2786 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [11:59:01.623164] Epoch: [112] [1620/2904] eta: 0:16:11 lr: 0.002346 loss: 0.1875 (0.2010) loss_rec_all: 0.2140 (0.2268) loss_rec_sfr: 0.2504 (0.3021) loss_cl: -0.2789 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [11:59:16.542974] Epoch: [112] [1640/2904] eta: 0:15:56 lr: 0.002346 loss: 0.1893 (0.2010) loss_rec_all: 0.2152 (0.2267) loss_rec_sfr: 0.2804 (0.3021) loss_cl: -0.2794 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [11:59:31.463906] Epoch: [112] [1660/2904] eta: 0:15:41 lr: 0.002346 loss: 0.1878 (0.2010) loss_rec_all: 0.2141 (0.2267) loss_rec_sfr: 0.2754 (0.3021) loss_cl: -0.2780 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [11:59:46.383290] Epoch: [112] [1680/2904] eta: 0:15:25 lr: 0.002346 loss: 0.1907 (0.2009) loss_rec_all: 0.2166 (0.2267) loss_rec_sfr: 0.2748 (0.3020) loss_cl: -0.2780 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [12:00:01.311011] Epoch: [112] [1700/2904] eta: 0:15:10 lr: 0.002346 loss: 0.1923 (0.2010) loss_rec_all: 0.2179 (0.2268) loss_rec_sfr: 0.2829 (0.3022) loss_cl: -0.2787 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [12:00:16.241894] Epoch: [112] [1720/2904] eta: 0:14:55 lr: 0.002346 loss: 0.1888 (0.2010) loss_rec_all: 0.2146 (0.2267) loss_rec_sfr: 0.2859 (0.3021) loss_cl: -0.2788 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [12:00:31.163215] Epoch: [112] [1740/2904] eta: 0:14:40 lr: 0.002346 loss: 0.2013 (0.2011) loss_rec_all: 0.2273 (0.2268) loss_rec_sfr: 0.2866 (0.3024) loss_cl: -0.2797 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [12:00:46.085216] Epoch: [112] [1760/2904] eta: 0:14:24 lr: 0.002346 loss: 0.1900 (0.2011) loss_rec_all: 0.2160 (0.2269) loss_rec_sfr: 0.2682 (0.3026) loss_cl: -0.2781 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [12:01:01.008035] Epoch: [112] [1780/2904] eta: 0:14:09 lr: 0.002346 loss: 0.1988 (0.2013) loss_rec_all: 0.2249 (0.2270) loss_rec_sfr: 0.2757 (0.3028) loss_cl: -0.2785 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [12:01:15.932857] Epoch: [112] [1800/2904] eta: 0:13:54 lr: 0.002346 loss: 0.1996 (0.2014) loss_rec_all: 0.2253 (0.2272) loss_rec_sfr: 0.2928 (0.3032) loss_cl: -0.2792 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [12:01:30.849409] Epoch: [112] [1820/2904] eta: 0:13:39 lr: 0.002346 loss: 0.1885 (0.2015) loss_rec_all: 0.2144 (0.2272) loss_rec_sfr: 0.2815 (0.3033) loss_cl: -0.2780 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [12:01:45.772327] Epoch: [112] [1840/2904] eta: 0:13:23 lr: 0.002346 loss: 0.1995 (0.2017) loss_rec_all: 0.2253 (0.2274) loss_rec_sfr: 0.3125 (0.3040) loss_cl: -0.2762 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [12:02:00.691488] Epoch: [112] [1860/2904] eta: 0:13:08 lr: 0.002346 loss: 0.1971 (0.2018) loss_rec_all: 0.2229 (0.2276) loss_rec_sfr: 0.2906 (0.3044) loss_cl: -0.2762 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [12:02:15.611358] Epoch: [112] [1880/2904] eta: 0:12:53 lr: 0.002346 loss: 0.1885 (0.2018) loss_rec_all: 0.2133 (0.2275) loss_rec_sfr: 0.2791 (0.3043) loss_cl: -0.2705 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [12:02:30.531949] Epoch: [112] [1900/2904] eta: 0:12:38 lr: 0.002346 loss: 0.1901 (0.2018) loss_rec_all: 0.2158 (0.2275) loss_rec_sfr: 0.2825 (0.3042) loss_cl: -0.2776 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [12:02:45.450737] Epoch: [112] [1920/2904] eta: 0:12:23 lr: 0.002346 loss: 0.1870 (0.2018) loss_rec_all: 0.2130 (0.2275) loss_rec_sfr: 0.2735 (0.3041) loss_cl: -0.2769 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [12:03:00.374730] Epoch: [112] [1940/2904] eta: 0:12:07 lr: 0.002346 loss: 0.1928 (0.2018) loss_rec_all: 0.2186 (0.2275) loss_rec_sfr: 0.2829 (0.3041) loss_cl: -0.2788 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [12:03:15.299382] Epoch: [112] [1960/2904] eta: 0:11:52 lr: 0.002346 loss: 0.1919 (0.2018) loss_rec_all: 0.2178 (0.2275) loss_rec_sfr: 0.2682 (0.3040) loss_cl: -0.2790 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [12:03:30.222625] Epoch: [112] [1980/2904] eta: 0:11:37 lr: 0.002346 loss: 0.1874 (0.2017) loss_rec_all: 0.2132 (0.2274) loss_rec_sfr: 0.2783 (0.3038) loss_cl: -0.2789 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [12:03:45.146796] Epoch: [112] [2000/2904] eta: 0:11:22 lr: 0.002346 loss: 0.1885 (0.2017) loss_rec_all: 0.2145 (0.2275) loss_rec_sfr: 0.2730 (0.3038) loss_cl: -0.2786 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [12:04:00.065799] Epoch: [112] [2020/2904] eta: 0:11:07 lr: 0.002346 loss: 0.1872 (0.2017) loss_rec_all: 0.2136 (0.2274) loss_rec_sfr: 0.2622 (0.3037) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [12:04:14.987422] Epoch: [112] [2040/2904] eta: 0:10:51 lr: 0.002346 loss: 0.1891 (0.2016) loss_rec_all: 0.2154 (0.2274) loss_rec_sfr: 0.2746 (0.3035) loss_cl: -0.2783 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [12:04:29.909999] Epoch: [112] [2060/2904] eta: 0:10:36 lr: 0.002346 loss: 0.1926 (0.2017) loss_rec_all: 0.2186 (0.2274) loss_rec_sfr: 0.2944 (0.3038) loss_cl: -0.2789 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [12:04:44.825865] Epoch: [112] [2080/2904] eta: 0:10:21 lr: 0.002346 loss: 0.1947 (0.2018) loss_rec_all: 0.2207 (0.2275) loss_rec_sfr: 0.2756 (0.3039) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [12:04:59.745316] Epoch: [112] [2100/2904] eta: 0:10:06 lr: 0.002346 loss: 0.1888 (0.2017) loss_rec_all: 0.2148 (0.2274) loss_rec_sfr: 0.2432 (0.3035) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [12:05:14.664156] Epoch: [112] [2120/2904] eta: 0:09:51 lr: 0.002346 loss: 0.1900 (0.2017) loss_rec_all: 0.2162 (0.2275) loss_rec_sfr: 0.2748 (0.3037) loss_cl: -0.2794 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [12:05:29.586478] Epoch: [112] [2140/2904] eta: 0:09:36 lr: 0.002346 loss: 0.1878 (0.2017) loss_rec_all: 0.2134 (0.2275) loss_rec_sfr: 0.2700 (0.3037) loss_cl: -0.2787 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [12:05:44.509283] Epoch: [112] [2160/2904] eta: 0:09:21 lr: 0.002346 loss: 0.1970 (0.2018) loss_rec_all: 0.2230 (0.2275) loss_rec_sfr: 0.2735 (0.3038) loss_cl: -0.2790 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [12:05:59.425773] Epoch: [112] [2180/2904] eta: 0:09:05 lr: 0.002346 loss: 0.1911 (0.2019) loss_rec_all: 0.2167 (0.2276) loss_rec_sfr: 0.2652 (0.3039) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [12:06:14.340782] Epoch: [112] [2200/2904] eta: 0:08:50 lr: 0.002346 loss: 0.1913 (0.2018) loss_rec_all: 0.2169 (0.2275) loss_rec_sfr: 0.2757 (0.3037) loss_cl: -0.2776 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [12:06:29.253301] Epoch: [112] [2220/2904] eta: 0:08:35 lr: 0.002346 loss: 0.1897 (0.2018) loss_rec_all: 0.2153 (0.2275) loss_rec_sfr: 0.2832 (0.3037) loss_cl: -0.2786 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [12:06:44.164282] Epoch: [112] [2240/2904] eta: 0:08:20 lr: 0.002346 loss: 0.1907 (0.2017) loss_rec_all: 0.2165 (0.2275) loss_rec_sfr: 0.2716 (0.3036) loss_cl: -0.2786 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [12:06:59.079995] Epoch: [112] [2260/2904] eta: 0:08:05 lr: 0.002346 loss: 0.1867 (0.2017) loss_rec_all: 0.2130 (0.2274) loss_rec_sfr: 0.2757 (0.3035) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [12:07:14.000495] Epoch: [112] [2280/2904] eta: 0:07:50 lr: 0.002346 loss: 0.1878 (0.2016) loss_rec_all: 0.2138 (0.2274) loss_rec_sfr: 0.2617 (0.3032) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [12:07:28.921496] Epoch: [112] [2300/2904] eta: 0:07:35 lr: 0.002346 loss: 0.1945 (0.2016) loss_rec_all: 0.2207 (0.2274) loss_rec_sfr: 0.3017 (0.3033) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [12:07:43.840782] Epoch: [112] [2320/2904] eta: 0:07:20 lr: 0.002346 loss: 0.1884 (0.2016) loss_rec_all: 0.2148 (0.2273) loss_rec_sfr: 0.2433 (0.3029) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [12:07:58.764488] Epoch: [112] [2340/2904] eta: 0:07:04 lr: 0.002346 loss: 0.1869 (0.2015) loss_rec_all: 0.2132 (0.2272) loss_rec_sfr: 0.2753 (0.3027) loss_cl: -0.2788 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [12:08:13.681669] Epoch: [112] [2360/2904] eta: 0:06:49 lr: 0.002346 loss: 0.1881 (0.2014) loss_rec_all: 0.2139 (0.2272) loss_rec_sfr: 0.2721 (0.3024) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [12:08:28.602163] Epoch: [112] [2380/2904] eta: 0:06:34 lr: 0.002346 loss: 0.1915 (0.2014) loss_rec_all: 0.2179 (0.2272) loss_rec_sfr: 0.2614 (0.3024) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [12:08:43.521248] Epoch: [112] [2400/2904] eta: 0:06:19 lr: 0.002346 loss: 0.1952 (0.2015) loss_rec_all: 0.2208 (0.2272) loss_rec_sfr: 0.3002 (0.3025) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [12:08:58.438586] Epoch: [112] [2420/2904] eta: 0:06:04 lr: 0.002346 loss: 0.1899 (0.2014) loss_rec_all: 0.2156 (0.2272) loss_rec_sfr: 0.2731 (0.3023) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [12:09:13.360834] Epoch: [112] [2440/2904] eta: 0:05:49 lr: 0.002346 loss: 0.1884 (0.2014) loss_rec_all: 0.2143 (0.2271) loss_rec_sfr: 0.2453 (0.3021) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [12:09:28.281693] Epoch: [112] [2460/2904] eta: 0:05:34 lr: 0.002346 loss: 0.1898 (0.2013) loss_rec_all: 0.2156 (0.2271) loss_rec_sfr: 0.2717 (0.3020) loss_cl: -0.2780 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [12:09:43.197851] Epoch: [112] [2480/2904] eta: 0:05:19 lr: 0.002346 loss: 0.1902 (0.2013) loss_rec_all: 0.2164 (0.2271) loss_rec_sfr: 0.2783 (0.3019) loss_cl: -0.2783 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [12:09:58.111670] Epoch: [112] [2500/2904] eta: 0:05:04 lr: 0.002346 loss: 0.1902 (0.2013) loss_rec_all: 0.2160 (0.2270) loss_rec_sfr: 0.2762 (0.3018) loss_cl: -0.2800 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [12:10:13.030012] Epoch: [112] [2520/2904] eta: 0:04:49 lr: 0.002346 loss: 0.1926 (0.2012) loss_rec_all: 0.2187 (0.2270) loss_rec_sfr: 0.2761 (0.3016) loss_cl: -0.2806 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [12:10:27.950606] Epoch: [112] [2540/2904] eta: 0:04:34 lr: 0.002346 loss: 0.1890 (0.2012) loss_rec_all: 0.2150 (0.2269) loss_rec_sfr: 0.2896 (0.3015) loss_cl: -0.2796 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [12:10:42.869672] Epoch: [112] [2560/2904] eta: 0:04:18 lr: 0.002346 loss: 0.1880 (0.2011) loss_rec_all: 0.2144 (0.2269) loss_rec_sfr: 0.2727 (0.3014) loss_cl: -0.2794 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [12:10:57.789381] Epoch: [112] [2580/2904] eta: 0:04:03 lr: 0.002346 loss: 0.1885 (0.2011) loss_rec_all: 0.2144 (0.2269) loss_rec_sfr: 0.2778 (0.3014) loss_cl: -0.2778 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [12:11:12.711287] Epoch: [112] [2600/2904] eta: 0:03:48 lr: 0.002346 loss: 0.1902 (0.2011) loss_rec_all: 0.2162 (0.2269) loss_rec_sfr: 0.2906 (0.3015) loss_cl: -0.2783 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [12:11:27.627912] Epoch: [112] [2620/2904] eta: 0:03:33 lr: 0.002346 loss: 0.1902 (0.2011) loss_rec_all: 0.2163 (0.2269) loss_rec_sfr: 0.2838 (0.3015) loss_cl: -0.2790 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [12:11:42.543151] Epoch: [112] [2640/2904] eta: 0:03:18 lr: 0.002346 loss: 0.1972 (0.2012) loss_rec_all: 0.2231 (0.2270) loss_rec_sfr: 0.2835 (0.3017) loss_cl: -0.2784 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [12:11:57.454958] Epoch: [112] [2660/2904] eta: 0:03:03 lr: 0.002346 loss: 0.1912 (0.2012) loss_rec_all: 0.2170 (0.2270) loss_rec_sfr: 0.2764 (0.3018) loss_cl: -0.2785 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [12:12:12.373842] Epoch: [112] [2680/2904] eta: 0:02:48 lr: 0.002346 loss: 0.1941 (0.2012) loss_rec_all: 0.2199 (0.2270) loss_rec_sfr: 0.2782 (0.3018) loss_cl: -0.2792 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [12:12:27.294271] Epoch: [112] [2700/2904] eta: 0:02:33 lr: 0.002346 loss: 0.1893 (0.2012) loss_rec_all: 0.2152 (0.2270) loss_rec_sfr: 0.2822 (0.3017) loss_cl: -0.2789 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [12:12:42.214171] Epoch: [112] [2720/2904] eta: 0:02:18 lr: 0.002346 loss: 0.1910 (0.2012) loss_rec_all: 0.2173 (0.2270) loss_rec_sfr: 0.2690 (0.3015) loss_cl: -0.2787 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [12:12:57.135207] Epoch: [112] [2740/2904] eta: 0:02:03 lr: 0.002346 loss: 0.1902 (0.2012) loss_rec_all: 0.2160 (0.2270) loss_rec_sfr: 0.2402 (0.3015) loss_cl: -0.2785 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [12:13:12.056999] Epoch: [112] [2760/2904] eta: 0:01:48 lr: 0.002346 loss: 0.1921 (0.2012) loss_rec_all: 0.2185 (0.2270) loss_rec_sfr: 0.2732 (0.3014) loss_cl: -0.2797 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [12:13:26.981369] Epoch: [112] [2780/2904] eta: 0:01:33 lr: 0.002346 loss: 0.1857 (0.2011) loss_rec_all: 0.2120 (0.2269) loss_rec_sfr: 0.2725 (0.3012) loss_cl: -0.2788 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [12:13:41.904721] Epoch: [112] [2800/2904] eta: 0:01:18 lr: 0.002346 loss: 0.1960 (0.2012) loss_rec_all: 0.2221 (0.2269) loss_rec_sfr: 0.2875 (0.3014) loss_cl: -0.2790 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [12:13:56.825857] Epoch: [112] [2820/2904] eta: 0:01:03 lr: 0.002346 loss: 0.1906 (0.2011) loss_rec_all: 0.2168 (0.2269) loss_rec_sfr: 0.2724 (0.3012) loss_cl: -0.2793 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [12:14:11.777654] Epoch: [112] [2840/2904] eta: 0:00:48 lr: 0.002346 loss: 0.1996 (0.2012) loss_rec_all: 0.2255 (0.2269) loss_rec_sfr: 0.2761 (0.3014) loss_cl: -0.2786 (-0.2788) time: 0.7476 data: 0.0023 max mem: 29860 [12:14:26.684416] Epoch: [112] [2860/2904] eta: 0:00:33 lr: 0.002346 loss: 0.1937 (0.2012) loss_rec_all: 0.2195 (0.2270) loss_rec_sfr: 0.2723 (0.3013) loss_cl: -0.2790 (-0.2788) time: 0.7453 data: 0.0001 max mem: 29860 [12:14:41.592930] Epoch: [112] [2880/2904] eta: 0:00:18 lr: 0.002346 loss: 0.1901 (0.2012) loss_rec_all: 0.2160 (0.2270) loss_rec_sfr: 0.2906 (0.3014) loss_cl: -0.2787 (-0.2788) time: 0.7454 data: 0.0001 max mem: 29860 [12:14:56.499186] Epoch: [112] [2900/2904] eta: 0:00:03 lr: 0.002346 loss: 0.1876 (0.2012) loss_rec_all: 0.2139 (0.2269) loss_rec_sfr: 0.2718 (0.3013) loss_cl: -0.2791 (-0.2788) time: 0.7453 data: 0.0001 max mem: 29860 [12:14:58.743633] Epoch: [112] [2903/2904] eta: 0:00:00 lr: 0.002346 loss: 0.1920 (0.2011) loss_rec_all: 0.2178 (0.2269) loss_rec_sfr: 0.2751 (0.3012) loss_cl: -0.2791 (-0.2788) time: 0.7454 data: 0.0001 max mem: 29860 [12:15:00.808136] Epoch: [112] Total time: 0:36:26 (0.7528 s / it) [12:15:00.812243] Averaged stats: lr: 0.002346 loss: 0.1920 (0.2032) loss_rec_all: 0.2178 (0.2266) loss_rec_sfr: 0.2751 (0.3001) loss_cl: -0.2791 (-0.2555) [12:15:00.818554] log_dir: ./checkpoint/VF2_ViT-B [12:15:19.720312] Epoch: [113] [ 0/2904] eta: 15:14:45 lr: 0.002346 loss: 0.1941 (0.1941) loss_rec_all: 0.2202 (0.2202) loss_rec_sfr: 0.2488 (0.2488) loss_cl: -0.2781 (-0.2781) time: 18.8999 data: 11.2514 max mem: 29860 [12:15:36.062213] Epoch: [113] [ 20/2904] eta: 1:20:39 lr: 0.002346 loss: 0.1903 (0.2002) loss_rec_all: 0.2162 (0.2259) loss_rec_sfr: 0.2802 (0.2975) loss_cl: -0.2786 (-0.2785) time: 0.8171 data: 0.0737 max mem: 29860 [12:15:50.939536] Epoch: [113] [ 40/2904] eta: 0:58:20 lr: 0.002346 loss: 0.1885 (0.1985) loss_rec_all: 0.2143 (0.2243) loss_rec_sfr: 0.2850 (0.2990) loss_cl: -0.2787 (-0.2787) time: 0.7438 data: 0.0002 max mem: 29860 [12:16:05.820624] Epoch: [113] [ 60/2904] eta: 0:50:30 lr: 0.002346 loss: 0.1950 (0.2030) loss_rec_all: 0.2209 (0.2287) loss_rec_sfr: 0.2898 (0.3132) loss_cl: -0.2777 (-0.2784) time: 0.7440 data: 0.0002 max mem: 29860 [12:16:20.707366] Epoch: [113] [ 80/2904] eta: 0:46:25 lr: 0.002346 loss: 0.1861 (0.2021) loss_rec_all: 0.2122 (0.2278) loss_rec_sfr: 0.2716 (0.3083) loss_cl: -0.2789 (-0.2785) time: 0.7443 data: 0.0002 max mem: 29860 [12:16:35.610661] Epoch: [113] [ 100/2904] eta: 0:43:51 lr: 0.002346 loss: 0.1896 (0.2032) loss_rec_all: 0.2160 (0.2289) loss_rec_sfr: 0.2846 (0.3112) loss_cl: -0.2797 (-0.2787) time: 0.7451 data: 0.0002 max mem: 29860 [12:16:50.533185] Epoch: [113] [ 120/2904] eta: 0:42:04 lr: 0.002346 loss: 0.1918 (0.2030) loss_rec_all: 0.2175 (0.2287) loss_rec_sfr: 0.2813 (0.3098) loss_cl: -0.2786 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [12:17:05.461675] Epoch: [113] [ 140/2904] eta: 0:40:43 lr: 0.002346 loss: 0.1901 (0.2017) loss_rec_all: 0.2157 (0.2274) loss_rec_sfr: 0.2784 (0.3055) loss_cl: -0.2787 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [12:17:20.386797] Epoch: [113] [ 160/2904] eta: 0:39:38 lr: 0.002346 loss: 0.1867 (0.2004) loss_rec_all: 0.2130 (0.2262) loss_rec_sfr: 0.2637 (0.3009) loss_cl: -0.2784 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [12:17:35.337843] Epoch: [113] [ 180/2904] eta: 0:38:45 lr: 0.002346 loss: 0.1890 (0.2006) loss_rec_all: 0.2150 (0.2263) loss_rec_sfr: 0.2794 (0.3018) loss_cl: -0.2782 (-0.2786) time: 0.7475 data: 0.0002 max mem: 29860 [12:17:50.254399] Epoch: [113] [ 200/2904] eta: 0:37:59 lr: 0.002346 loss: 0.1887 (0.2002) loss_rec_all: 0.2148 (0.2260) loss_rec_sfr: 0.2685 (0.3001) loss_cl: -0.2784 (-0.2785) time: 0.7458 data: 0.0002 max mem: 29860 [12:18:05.187687] Epoch: [113] [ 220/2904] eta: 0:37:18 lr: 0.002346 loss: 0.1880 (0.1996) loss_rec_all: 0.2143 (0.2254) loss_rec_sfr: 0.2418 (0.2968) loss_cl: -0.2797 (-0.2786) time: 0.7466 data: 0.0002 max mem: 29860 [12:18:20.100714] Epoch: [113] [ 240/2904] eta: 0:36:42 lr: 0.002346 loss: 0.1904 (0.1994) loss_rec_all: 0.2164 (0.2252) loss_rec_sfr: 0.2897 (0.2970) loss_cl: -0.2799 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [12:18:35.020964] Epoch: [113] [ 260/2904] eta: 0:36:09 lr: 0.002346 loss: 0.1893 (0.1988) loss_rec_all: 0.2155 (0.2246) loss_rec_sfr: 0.2520 (0.2951) loss_cl: -0.2794 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [12:18:49.939033] Epoch: [113] [ 280/2904] eta: 0:35:39 lr: 0.002346 loss: 0.1883 (0.1986) loss_rec_all: 0.2146 (0.2244) loss_rec_sfr: 0.2858 (0.2951) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [12:19:04.869118] Epoch: [113] [ 300/2904] eta: 0:35:11 lr: 0.002346 loss: 0.1919 (0.1981) loss_rec_all: 0.2179 (0.2240) loss_rec_sfr: 0.2666 (0.2929) loss_cl: -0.2782 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [12:19:19.787450] Epoch: [113] [ 320/2904] eta: 0:34:44 lr: 0.002346 loss: 0.1894 (0.1986) loss_rec_all: 0.2160 (0.2245) loss_rec_sfr: 0.2825 (0.2948) loss_cl: -0.2787 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [12:19:34.704928] Epoch: [113] [ 340/2904] eta: 0:34:19 lr: 0.002346 loss: 0.1942 (0.1987) loss_rec_all: 0.2199 (0.2245) loss_rec_sfr: 0.2886 (0.2957) loss_cl: -0.2779 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [12:19:49.624746] Epoch: [113] [ 360/2904] eta: 0:33:55 lr: 0.002346 loss: 0.1905 (0.1990) loss_rec_all: 0.2164 (0.2248) loss_rec_sfr: 0.2855 (0.2965) loss_cl: -0.2791 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [12:20:04.547477] Epoch: [113] [ 380/2904] eta: 0:33:31 lr: 0.002346 loss: 0.1886 (0.1993) loss_rec_all: 0.2151 (0.2251) loss_rec_sfr: 0.2881 (0.2977) loss_cl: -0.2791 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [12:20:19.466456] Epoch: [113] [ 400/2904] eta: 0:33:09 lr: 0.002346 loss: 0.1927 (0.1992) loss_rec_all: 0.2189 (0.2250) loss_rec_sfr: 0.2616 (0.2969) loss_cl: -0.2779 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [12:20:34.393367] Epoch: [113] [ 420/2904] eta: 0:32:48 lr: 0.002346 loss: 0.1937 (0.1994) loss_rec_all: 0.2193 (0.2252) loss_rec_sfr: 0.2878 (0.2983) loss_cl: -0.2786 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [12:20:49.318056] Epoch: [113] [ 440/2904] eta: 0:32:27 lr: 0.002346 loss: 0.1876 (0.1992) loss_rec_all: 0.2135 (0.2250) loss_rec_sfr: 0.2802 (0.2976) loss_cl: -0.2793 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [12:21:04.240568] Epoch: [113] [ 460/2904] eta: 0:32:06 lr: 0.002346 loss: 0.1872 (0.1991) loss_rec_all: 0.2132 (0.2249) loss_rec_sfr: 0.2796 (0.2976) loss_cl: -0.2799 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [12:21:19.159105] Epoch: [113] [ 480/2904] eta: 0:31:46 lr: 0.002346 loss: 0.1918 (0.1992) loss_rec_all: 0.2175 (0.2250) loss_rec_sfr: 0.2865 (0.2981) loss_cl: -0.2790 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [12:21:34.075319] Epoch: [113] [ 500/2904] eta: 0:31:26 lr: 0.002346 loss: 0.1895 (0.1991) loss_rec_all: 0.2152 (0.2249) loss_rec_sfr: 0.2700 (0.2976) loss_cl: -0.2784 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [12:21:48.993753] Epoch: [113] [ 520/2904] eta: 0:31:07 lr: 0.002346 loss: 0.1897 (0.1992) loss_rec_all: 0.2161 (0.2250) loss_rec_sfr: 0.2655 (0.2974) loss_cl: -0.2787 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [12:22:03.910440] Epoch: [113] [ 540/2904] eta: 0:30:48 lr: 0.002346 loss: 0.1892 (0.1991) loss_rec_all: 0.2149 (0.2249) loss_rec_sfr: 0.2830 (0.2973) loss_cl: -0.2793 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [12:22:18.829014] Epoch: [113] [ 560/2904] eta: 0:30:30 lr: 0.002345 loss: 0.1901 (0.1991) loss_rec_all: 0.2159 (0.2249) loss_rec_sfr: 0.2907 (0.2973) loss_cl: -0.2788 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [12:22:33.751451] Epoch: [113] [ 580/2904] eta: 0:30:11 lr: 0.002345 loss: 0.1921 (0.1992) loss_rec_all: 0.2182 (0.2250) loss_rec_sfr: 0.2689 (0.2974) loss_cl: -0.2795 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [12:22:48.673073] Epoch: [113] [ 600/2904] eta: 0:29:53 lr: 0.002345 loss: 0.1884 (0.1993) loss_rec_all: 0.2143 (0.2251) loss_rec_sfr: 0.2794 (0.2978) loss_cl: -0.2784 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [12:23:03.594351] Epoch: [113] [ 620/2904] eta: 0:29:35 lr: 0.002345 loss: 0.1935 (0.1994) loss_rec_all: 0.2194 (0.2252) loss_rec_sfr: 0.2739 (0.2978) loss_cl: -0.2785 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [12:23:18.516570] Epoch: [113] [ 640/2904] eta: 0:29:17 lr: 0.002345 loss: 0.1945 (0.1995) loss_rec_all: 0.2208 (0.2253) loss_rec_sfr: 0.2678 (0.2977) loss_cl: -0.2781 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [12:23:33.437018] Epoch: [113] [ 660/2904] eta: 0:29:00 lr: 0.002345 loss: 0.1946 (0.1998) loss_rec_all: 0.2203 (0.2256) loss_rec_sfr: 0.3017 (0.2989) loss_cl: -0.2780 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [12:23:48.354219] Epoch: [113] [ 680/2904] eta: 0:28:42 lr: 0.002345 loss: 0.1891 (0.1998) loss_rec_all: 0.2151 (0.2256) loss_rec_sfr: 0.2532 (0.2985) loss_cl: -0.2786 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [12:24:03.277181] Epoch: [113] [ 700/2904] eta: 0:28:25 lr: 0.002345 loss: 0.1901 (0.1998) loss_rec_all: 0.2163 (0.2256) loss_rec_sfr: 0.2738 (0.2985) loss_cl: -0.2784 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [12:24:18.195517] Epoch: [113] [ 720/2904] eta: 0:28:08 lr: 0.002345 loss: 0.1915 (0.2000) loss_rec_all: 0.2172 (0.2258) loss_rec_sfr: 0.2915 (0.2992) loss_cl: -0.2787 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [12:24:33.132555] Epoch: [113] [ 740/2904] eta: 0:27:51 lr: 0.002345 loss: 0.1922 (0.2000) loss_rec_all: 0.2186 (0.2258) loss_rec_sfr: 0.2669 (0.2990) loss_cl: -0.2790 (-0.2787) time: 0.7468 data: 0.0002 max mem: 29860 [12:24:48.054265] Epoch: [113] [ 760/2904] eta: 0:27:34 lr: 0.002345 loss: 0.1905 (0.2001) loss_rec_all: 0.2163 (0.2258) loss_rec_sfr: 0.2839 (0.2990) loss_cl: -0.2795 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [12:25:02.976191] Epoch: [113] [ 780/2904] eta: 0:27:17 lr: 0.002345 loss: 0.1889 (0.2002) loss_rec_all: 0.2152 (0.2260) loss_rec_sfr: 0.2674 (0.2993) loss_cl: -0.2790 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [12:25:17.893971] Epoch: [113] [ 800/2904] eta: 0:27:00 lr: 0.002345 loss: 0.1915 (0.2001) loss_rec_all: 0.2171 (0.2259) loss_rec_sfr: 0.2816 (0.2990) loss_cl: -0.2786 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [12:25:32.815483] Epoch: [113] [ 820/2904] eta: 0:26:44 lr: 0.002345 loss: 0.1961 (0.2004) loss_rec_all: 0.2221 (0.2261) loss_rec_sfr: 0.2856 (0.2997) loss_cl: -0.2778 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [12:25:47.724147] Epoch: [113] [ 840/2904] eta: 0:26:27 lr: 0.002345 loss: 0.1899 (0.2004) loss_rec_all: 0.2160 (0.2262) loss_rec_sfr: 0.2829 (0.2999) loss_cl: -0.2791 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [12:26:02.639971] Epoch: [113] [ 860/2904] eta: 0:26:11 lr: 0.002345 loss: 0.1893 (0.2004) loss_rec_all: 0.2155 (0.2262) loss_rec_sfr: 0.2713 (0.2997) loss_cl: -0.2794 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [12:26:17.555807] Epoch: [113] [ 880/2904] eta: 0:25:54 lr: 0.002345 loss: 0.1906 (0.2003) loss_rec_all: 0.2166 (0.2261) loss_rec_sfr: 0.2923 (0.2997) loss_cl: -0.2780 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [12:26:32.474915] Epoch: [113] [ 900/2904] eta: 0:25:38 lr: 0.002345 loss: 0.1904 (0.2004) loss_rec_all: 0.2160 (0.2261) loss_rec_sfr: 0.2728 (0.2999) loss_cl: -0.2779 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [12:26:47.392979] Epoch: [113] [ 920/2904] eta: 0:25:22 lr: 0.002345 loss: 0.1899 (0.2005) loss_rec_all: 0.2155 (0.2263) loss_rec_sfr: 0.2978 (0.3005) loss_cl: -0.2792 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [12:27:02.315132] Epoch: [113] [ 940/2904] eta: 0:25:05 lr: 0.002345 loss: 0.1922 (0.2004) loss_rec_all: 0.2181 (0.2262) loss_rec_sfr: 0.2649 (0.3000) loss_cl: -0.2783 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [12:27:17.236294] Epoch: [113] [ 960/2904] eta: 0:24:49 lr: 0.002345 loss: 0.1912 (0.2003) loss_rec_all: 0.2170 (0.2261) loss_rec_sfr: 0.2741 (0.2998) loss_cl: -0.2789 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [12:27:32.157184] Epoch: [113] [ 980/2904] eta: 0:24:33 lr: 0.002345 loss: 0.1912 (0.2002) loss_rec_all: 0.2170 (0.2260) loss_rec_sfr: 0.2554 (0.2993) loss_cl: -0.2793 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [12:27:47.071350] Epoch: [113] [1000/2904] eta: 0:24:17 lr: 0.002345 loss: 0.1922 (0.2004) loss_rec_all: 0.2181 (0.2261) loss_rec_sfr: 0.2746 (0.2996) loss_cl: -0.2791 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [12:28:01.990115] Epoch: [113] [1020/2904] eta: 0:24:01 lr: 0.002345 loss: 0.1927 (0.2003) loss_rec_all: 0.2185 (0.2261) loss_rec_sfr: 0.2787 (0.2996) loss_cl: -0.2782 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [12:28:16.906988] Epoch: [113] [1040/2904] eta: 0:23:45 lr: 0.002345 loss: 0.1902 (0.2003) loss_rec_all: 0.2163 (0.2260) loss_rec_sfr: 0.2607 (0.2992) loss_cl: -0.2785 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [12:28:31.826813] Epoch: [113] [1060/2904] eta: 0:23:29 lr: 0.002345 loss: 0.1947 (0.2004) loss_rec_all: 0.2207 (0.2261) loss_rec_sfr: 0.2804 (0.2993) loss_cl: -0.2794 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [12:28:46.746210] Epoch: [113] [1080/2904] eta: 0:23:13 lr: 0.002345 loss: 0.1908 (0.2004) loss_rec_all: 0.2172 (0.2262) loss_rec_sfr: 0.2759 (0.2996) loss_cl: -0.2792 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [12:29:01.668118] Epoch: [113] [1100/2904] eta: 0:22:57 lr: 0.002345 loss: 0.1872 (0.2006) loss_rec_all: 0.2136 (0.2264) loss_rec_sfr: 0.2844 (0.3000) loss_cl: -0.2788 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [12:29:16.588241] Epoch: [113] [1120/2904] eta: 0:22:41 lr: 0.002345 loss: 0.1872 (0.2005) loss_rec_all: 0.2134 (0.2263) loss_rec_sfr: 0.2805 (0.2997) loss_cl: -0.2790 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [12:29:31.508739] Epoch: [113] [1140/2904] eta: 0:22:26 lr: 0.002345 loss: 0.1901 (0.2005) loss_rec_all: 0.2160 (0.2263) loss_rec_sfr: 0.2831 (0.2996) loss_cl: -0.2798 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [12:29:46.427160] Epoch: [113] [1160/2904] eta: 0:22:10 lr: 0.002345 loss: 0.1918 (0.2005) loss_rec_all: 0.2174 (0.2262) loss_rec_sfr: 0.2756 (0.2994) loss_cl: -0.2792 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [12:30:01.348883] Epoch: [113] [1180/2904] eta: 0:21:54 lr: 0.002345 loss: 0.1907 (0.2004) loss_rec_all: 0.2165 (0.2262) loss_rec_sfr: 0.2760 (0.2994) loss_cl: -0.2786 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [12:30:16.265369] Epoch: [113] [1200/2904] eta: 0:21:38 lr: 0.002345 loss: 0.1934 (0.2004) loss_rec_all: 0.2196 (0.2262) loss_rec_sfr: 0.2685 (0.2993) loss_cl: -0.2791 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [12:30:31.187667] Epoch: [113] [1220/2904] eta: 0:21:23 lr: 0.002345 loss: 0.1924 (0.2005) loss_rec_all: 0.2184 (0.2263) loss_rec_sfr: 0.2782 (0.2995) loss_cl: -0.2782 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [12:30:46.103555] Epoch: [113] [1240/2904] eta: 0:21:07 lr: 0.002345 loss: 0.1922 (0.2005) loss_rec_all: 0.2184 (0.2263) loss_rec_sfr: 0.2694 (0.2994) loss_cl: -0.2790 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [12:31:01.020464] Epoch: [113] [1260/2904] eta: 0:20:51 lr: 0.002345 loss: 0.1900 (0.2006) loss_rec_all: 0.2159 (0.2264) loss_rec_sfr: 0.2925 (0.2996) loss_cl: -0.2793 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [12:31:15.938548] Epoch: [113] [1280/2904] eta: 0:20:36 lr: 0.002345 loss: 0.1871 (0.2006) loss_rec_all: 0.2135 (0.2263) loss_rec_sfr: 0.2870 (0.2997) loss_cl: -0.2801 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [12:31:30.865358] Epoch: [113] [1300/2904] eta: 0:20:20 lr: 0.002345 loss: 0.1917 (0.2005) loss_rec_all: 0.2175 (0.2263) loss_rec_sfr: 0.2798 (0.2994) loss_cl: -0.2789 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [12:31:45.786699] Epoch: [113] [1320/2904] eta: 0:20:04 lr: 0.002345 loss: 0.1919 (0.2007) loss_rec_all: 0.2181 (0.2264) loss_rec_sfr: 0.2946 (0.3000) loss_cl: -0.2781 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [12:32:00.704517] Epoch: [113] [1340/2904] eta: 0:19:49 lr: 0.002345 loss: 0.1881 (0.2007) loss_rec_all: 0.2137 (0.2264) loss_rec_sfr: 0.2698 (0.2999) loss_cl: -0.2779 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [12:32:15.624448] Epoch: [113] [1360/2904] eta: 0:19:33 lr: 0.002345 loss: 0.1946 (0.2007) loss_rec_all: 0.2204 (0.2265) loss_rec_sfr: 0.2897 (0.3000) loss_cl: -0.2789 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [12:32:30.545060] Epoch: [113] [1380/2904] eta: 0:19:18 lr: 0.002345 loss: 0.1952 (0.2008) loss_rec_all: 0.2212 (0.2266) loss_rec_sfr: 0.2954 (0.3005) loss_cl: -0.2795 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [12:32:45.460254] Epoch: [113] [1400/2904] eta: 0:19:02 lr: 0.002345 loss: 0.1878 (0.2007) loss_rec_all: 0.2140 (0.2265) loss_rec_sfr: 0.2334 (0.3001) loss_cl: -0.2789 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [12:33:00.379675] Epoch: [113] [1420/2904] eta: 0:18:47 lr: 0.002345 loss: 0.1874 (0.2007) loss_rec_all: 0.2132 (0.2265) loss_rec_sfr: 0.2773 (0.2999) loss_cl: -0.2784 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [12:33:15.300039] Epoch: [113] [1440/2904] eta: 0:18:31 lr: 0.002345 loss: 0.1878 (0.2007) loss_rec_all: 0.2135 (0.2265) loss_rec_sfr: 0.2854 (0.3002) loss_cl: -0.2789 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [12:33:30.214967] Epoch: [113] [1460/2904] eta: 0:18:16 lr: 0.002345 loss: 0.1910 (0.2006) loss_rec_all: 0.2171 (0.2264) loss_rec_sfr: 0.2938 (0.3000) loss_cl: -0.2785 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [12:33:45.132201] Epoch: [113] [1480/2904] eta: 0:18:00 lr: 0.002345 loss: 0.1911 (0.2006) loss_rec_all: 0.2167 (0.2264) loss_rec_sfr: 0.2774 (0.3000) loss_cl: -0.2790 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [12:34:00.042754] Epoch: [113] [1500/2904] eta: 0:17:45 lr: 0.002345 loss: 0.1895 (0.2005) loss_rec_all: 0.2154 (0.2263) loss_rec_sfr: 0.2819 (0.2998) loss_cl: -0.2793 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [12:34:14.961452] Epoch: [113] [1520/2904] eta: 0:17:30 lr: 0.002345 loss: 0.1912 (0.2005) loss_rec_all: 0.2173 (0.2263) loss_rec_sfr: 0.2859 (0.2997) loss_cl: -0.2782 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [12:34:29.883032] Epoch: [113] [1540/2904] eta: 0:17:14 lr: 0.002345 loss: 0.1874 (0.2005) loss_rec_all: 0.2138 (0.2263) loss_rec_sfr: 0.2505 (0.2995) loss_cl: -0.2786 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [12:34:44.805531] Epoch: [113] [1560/2904] eta: 0:16:59 lr: 0.002345 loss: 0.1912 (0.2006) loss_rec_all: 0.2173 (0.2263) loss_rec_sfr: 0.2803 (0.2996) loss_cl: -0.2789 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [12:34:59.727404] Epoch: [113] [1580/2904] eta: 0:16:43 lr: 0.002345 loss: 0.1905 (0.2005) loss_rec_all: 0.2165 (0.2263) loss_rec_sfr: 0.2715 (0.2994) loss_cl: -0.2802 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [12:35:14.648736] Epoch: [113] [1600/2904] eta: 0:16:28 lr: 0.002345 loss: 0.1884 (0.2005) loss_rec_all: 0.2145 (0.2263) loss_rec_sfr: 0.2737 (0.2996) loss_cl: -0.2797 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [12:35:29.564398] Epoch: [113] [1620/2904] eta: 0:16:13 lr: 0.002345 loss: 0.1925 (0.2006) loss_rec_all: 0.2185 (0.2264) loss_rec_sfr: 0.2977 (0.2999) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [12:35:44.484165] Epoch: [113] [1640/2904] eta: 0:15:57 lr: 0.002345 loss: 0.1924 (0.2007) loss_rec_all: 0.2182 (0.2265) loss_rec_sfr: 0.2810 (0.3001) loss_cl: -0.2776 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [12:35:59.403310] Epoch: [113] [1660/2904] eta: 0:15:42 lr: 0.002345 loss: 0.1904 (0.2007) loss_rec_all: 0.2161 (0.2265) loss_rec_sfr: 0.2684 (0.3000) loss_cl: -0.2790 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [12:36:14.325256] Epoch: [113] [1680/2904] eta: 0:15:27 lr: 0.002345 loss: 0.1928 (0.2007) loss_rec_all: 0.2190 (0.2265) loss_rec_sfr: 0.2825 (0.3001) loss_cl: -0.2792 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [12:36:29.248207] Epoch: [113] [1700/2904] eta: 0:15:11 lr: 0.002345 loss: 0.1950 (0.2008) loss_rec_all: 0.2213 (0.2266) loss_rec_sfr: 0.2915 (0.3004) loss_cl: -0.2789 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [12:36:44.169629] Epoch: [113] [1720/2904] eta: 0:14:56 lr: 0.002345 loss: 0.1950 (0.2009) loss_rec_all: 0.2209 (0.2266) loss_rec_sfr: 0.2773 (0.3006) loss_cl: -0.2785 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [12:36:59.085962] Epoch: [113] [1740/2904] eta: 0:14:41 lr: 0.002345 loss: 0.1929 (0.2009) loss_rec_all: 0.2184 (0.2266) loss_rec_sfr: 0.2889 (0.3007) loss_cl: -0.2786 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [12:37:14.145112] Epoch: [113] [1760/2904] eta: 0:14:26 lr: 0.002345 loss: 0.1942 (0.2009) loss_rec_all: 0.2199 (0.2267) loss_rec_sfr: 0.2771 (0.3009) loss_cl: -0.2787 (-0.2787) time: 0.7529 data: 0.0002 max mem: 29860 [12:37:29.059255] Epoch: [113] [1780/2904] eta: 0:14:10 lr: 0.002345 loss: 0.1921 (0.2009) loss_rec_all: 0.2179 (0.2266) loss_rec_sfr: 0.2833 (0.3007) loss_cl: -0.2794 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [12:37:43.978821] Epoch: [113] [1800/2904] eta: 0:13:55 lr: 0.002345 loss: 0.1901 (0.2008) loss_rec_all: 0.2162 (0.2266) loss_rec_sfr: 0.2954 (0.3007) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [12:37:58.894940] Epoch: [113] [1820/2904] eta: 0:13:40 lr: 0.002345 loss: 0.1943 (0.2008) loss_rec_all: 0.2201 (0.2266) loss_rec_sfr: 0.2798 (0.3007) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [12:38:13.814970] Epoch: [113] [1840/2904] eta: 0:13:25 lr: 0.002345 loss: 0.1935 (0.2007) loss_rec_all: 0.2191 (0.2265) loss_rec_sfr: 0.2745 (0.3003) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [12:38:28.728246] Epoch: [113] [1860/2904] eta: 0:13:09 lr: 0.002345 loss: 0.1900 (0.2007) loss_rec_all: 0.2159 (0.2265) loss_rec_sfr: 0.2768 (0.3004) loss_cl: -0.2784 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [12:38:43.644066] Epoch: [113] [1880/2904] eta: 0:12:54 lr: 0.002345 loss: 0.1880 (0.2007) loss_rec_all: 0.2140 (0.2265) loss_rec_sfr: 0.2733 (0.3002) loss_cl: -0.2791 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [12:38:58.553797] Epoch: [113] [1900/2904] eta: 0:12:39 lr: 0.002345 loss: 0.1931 (0.2007) loss_rec_all: 0.2190 (0.2265) loss_rec_sfr: 0.2765 (0.3004) loss_cl: -0.2789 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [12:39:13.462609] Epoch: [113] [1920/2904] eta: 0:12:24 lr: 0.002345 loss: 0.1937 (0.2008) loss_rec_all: 0.2198 (0.2266) loss_rec_sfr: 0.2824 (0.3006) loss_cl: -0.2795 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [12:39:28.377495] Epoch: [113] [1940/2904] eta: 0:12:08 lr: 0.002345 loss: 0.1886 (0.2007) loss_rec_all: 0.2146 (0.2265) loss_rec_sfr: 0.2830 (0.3004) loss_cl: -0.2795 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [12:39:43.296254] Epoch: [113] [1960/2904] eta: 0:11:53 lr: 0.002345 loss: 0.1879 (0.2007) loss_rec_all: 0.2141 (0.2265) loss_rec_sfr: 0.2749 (0.3004) loss_cl: -0.2781 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [12:39:58.213551] Epoch: [113] [1980/2904] eta: 0:11:38 lr: 0.002345 loss: 0.1898 (0.2007) loss_rec_all: 0.2158 (0.2265) loss_rec_sfr: 0.2745 (0.3004) loss_cl: -0.2780 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [12:40:13.132004] Epoch: [113] [2000/2904] eta: 0:11:23 lr: 0.002345 loss: 0.1917 (0.2007) loss_rec_all: 0.2176 (0.2265) loss_rec_sfr: 0.2806 (0.3003) loss_cl: -0.2785 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [12:40:28.050181] Epoch: [113] [2020/2904] eta: 0:11:07 lr: 0.002345 loss: 0.1897 (0.2007) loss_rec_all: 0.2160 (0.2264) loss_rec_sfr: 0.2821 (0.3002) loss_cl: -0.2786 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [12:40:42.967005] Epoch: [113] [2040/2904] eta: 0:10:52 lr: 0.002345 loss: 0.1877 (0.2006) loss_rec_all: 0.2135 (0.2264) loss_rec_sfr: 0.2955 (0.3002) loss_cl: -0.2793 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [12:40:57.876991] Epoch: [113] [2060/2904] eta: 0:10:37 lr: 0.002345 loss: 0.1902 (0.2007) loss_rec_all: 0.2166 (0.2264) loss_rec_sfr: 0.2849 (0.3002) loss_cl: -0.2791 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [12:41:12.792832] Epoch: [113] [2080/2904] eta: 0:10:22 lr: 0.002345 loss: 0.1979 (0.2008) loss_rec_all: 0.2237 (0.2266) loss_rec_sfr: 0.2924 (0.3006) loss_cl: -0.2785 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [12:41:27.706360] Epoch: [113] [2100/2904] eta: 0:10:07 lr: 0.002345 loss: 0.1965 (0.2008) loss_rec_all: 0.2222 (0.2266) loss_rec_sfr: 0.2764 (0.3007) loss_cl: -0.2788 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [12:41:42.625491] Epoch: [113] [2120/2904] eta: 0:09:52 lr: 0.002345 loss: 0.1914 (0.2009) loss_rec_all: 0.2171 (0.2267) loss_rec_sfr: 0.2870 (0.3009) loss_cl: -0.2792 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [12:41:57.534923] Epoch: [113] [2140/2904] eta: 0:09:36 lr: 0.002345 loss: 0.1934 (0.2009) loss_rec_all: 0.2194 (0.2267) loss_rec_sfr: 0.2737 (0.3009) loss_cl: -0.2785 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [12:42:12.444655] Epoch: [113] [2160/2904] eta: 0:09:21 lr: 0.002345 loss: 0.1920 (0.2009) loss_rec_all: 0.2176 (0.2267) loss_rec_sfr: 0.2762 (0.3008) loss_cl: -0.2785 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [12:42:27.355584] Epoch: [113] [2180/2904] eta: 0:09:06 lr: 0.002345 loss: 0.1895 (0.2009) loss_rec_all: 0.2154 (0.2267) loss_rec_sfr: 0.2799 (0.3007) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [12:42:42.265230] Epoch: [113] [2200/2904] eta: 0:08:51 lr: 0.002345 loss: 0.1906 (0.2009) loss_rec_all: 0.2165 (0.2267) loss_rec_sfr: 0.2755 (0.3006) loss_cl: -0.2785 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [12:42:57.179253] Epoch: [113] [2220/2904] eta: 0:08:36 lr: 0.002345 loss: 0.1898 (0.2009) loss_rec_all: 0.2154 (0.2266) loss_rec_sfr: 0.2672 (0.3005) loss_cl: -0.2783 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [12:43:12.093486] Epoch: [113] [2240/2904] eta: 0:08:21 lr: 0.002345 loss: 0.1917 (0.2009) loss_rec_all: 0.2174 (0.2267) loss_rec_sfr: 0.2837 (0.3006) loss_cl: -0.2784 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [12:43:27.010407] Epoch: [113] [2260/2904] eta: 0:08:05 lr: 0.002345 loss: 0.1905 (0.2009) loss_rec_all: 0.2164 (0.2267) loss_rec_sfr: 0.2966 (0.3007) loss_cl: -0.2793 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [12:43:41.923809] Epoch: [113] [2280/2904] eta: 0:07:50 lr: 0.002345 loss: 0.1908 (0.2009) loss_rec_all: 0.2164 (0.2267) loss_rec_sfr: 0.2770 (0.3007) loss_cl: -0.2777 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [12:43:56.840638] Epoch: [113] [2300/2904] eta: 0:07:35 lr: 0.002345 loss: 0.1891 (0.2009) loss_rec_all: 0.2154 (0.2266) loss_rec_sfr: 0.2695 (0.3004) loss_cl: -0.2790 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [12:44:11.752719] Epoch: [113] [2320/2904] eta: 0:07:20 lr: 0.002345 loss: 0.1901 (0.2008) loss_rec_all: 0.2165 (0.2266) loss_rec_sfr: 0.2632 (0.3003) loss_cl: -0.2794 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [12:44:26.665374] Epoch: [113] [2340/2904] eta: 0:07:05 lr: 0.002345 loss: 0.1898 (0.2008) loss_rec_all: 0.2156 (0.2266) loss_rec_sfr: 0.2828 (0.3003) loss_cl: -0.2785 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [12:44:41.579813] Epoch: [113] [2360/2904] eta: 0:06:50 lr: 0.002345 loss: 0.1867 (0.2008) loss_rec_all: 0.2134 (0.2266) loss_rec_sfr: 0.2609 (0.3003) loss_cl: -0.2797 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [12:44:56.498419] Epoch: [113] [2380/2904] eta: 0:06:35 lr: 0.002345 loss: 0.1920 (0.2008) loss_rec_all: 0.2178 (0.2266) loss_rec_sfr: 0.2671 (0.3001) loss_cl: -0.2792 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [12:45:11.411819] Epoch: [113] [2400/2904] eta: 0:06:20 lr: 0.002345 loss: 0.1886 (0.2008) loss_rec_all: 0.2148 (0.2265) loss_rec_sfr: 0.2401 (0.2999) loss_cl: -0.2800 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [12:45:26.329038] Epoch: [113] [2420/2904] eta: 0:06:04 lr: 0.002345 loss: 0.1904 (0.2007) loss_rec_all: 0.2164 (0.2265) loss_rec_sfr: 0.2677 (0.2996) loss_cl: -0.2796 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [12:45:41.245009] Epoch: [113] [2440/2904] eta: 0:05:49 lr: 0.002345 loss: 0.1851 (0.2006) loss_rec_all: 0.2111 (0.2264) loss_rec_sfr: 0.2716 (0.2994) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [12:45:56.157218] Epoch: [113] [2460/2904] eta: 0:05:34 lr: 0.002345 loss: 0.1885 (0.2006) loss_rec_all: 0.2143 (0.2264) loss_rec_sfr: 0.2754 (0.2992) loss_cl: -0.2772 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [12:46:11.069904] Epoch: [113] [2480/2904] eta: 0:05:19 lr: 0.002345 loss: 0.1918 (0.2006) loss_rec_all: 0.2181 (0.2264) loss_rec_sfr: 0.2801 (0.2993) loss_cl: -0.2783 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [12:46:25.976541] Epoch: [113] [2500/2904] eta: 0:05:04 lr: 0.002345 loss: 0.1891 (0.2006) loss_rec_all: 0.2150 (0.2264) loss_rec_sfr: 0.2673 (0.2992) loss_cl: -0.2804 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [12:46:40.884038] Epoch: [113] [2520/2904] eta: 0:04:49 lr: 0.002344 loss: 0.1878 (0.2006) loss_rec_all: 0.2136 (0.2264) loss_rec_sfr: 0.2930 (0.2993) loss_cl: -0.2788 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [12:46:55.801396] Epoch: [113] [2540/2904] eta: 0:04:34 lr: 0.002344 loss: 0.1913 (0.2007) loss_rec_all: 0.2180 (0.2264) loss_rec_sfr: 0.2794 (0.2994) loss_cl: -0.2791 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [12:47:10.720404] Epoch: [113] [2560/2904] eta: 0:04:19 lr: 0.002344 loss: 0.1943 (0.2007) loss_rec_all: 0.2202 (0.2265) loss_rec_sfr: 0.2810 (0.2996) loss_cl: -0.2783 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [12:47:25.640760] Epoch: [113] [2580/2904] eta: 0:04:04 lr: 0.002344 loss: 0.1926 (0.2007) loss_rec_all: 0.2187 (0.2265) loss_rec_sfr: 0.2781 (0.2996) loss_cl: -0.2780 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [12:47:40.557043] Epoch: [113] [2600/2904] eta: 0:03:49 lr: 0.002344 loss: 0.1904 (0.2007) loss_rec_all: 0.2167 (0.2265) loss_rec_sfr: 0.2671 (0.2995) loss_cl: -0.2795 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [12:47:55.477200] Epoch: [113] [2620/2904] eta: 0:03:33 lr: 0.002344 loss: 0.1988 (0.2008) loss_rec_all: 0.2248 (0.2265) loss_rec_sfr: 0.2775 (0.2995) loss_cl: -0.2797 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [12:48:10.393997] Epoch: [113] [2640/2904] eta: 0:03:18 lr: 0.002344 loss: 0.1895 (0.2008) loss_rec_all: 0.2153 (0.2266) loss_rec_sfr: 0.2763 (0.2996) loss_cl: -0.2788 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [12:48:25.311011] Epoch: [113] [2660/2904] eta: 0:03:03 lr: 0.002344 loss: 0.1881 (0.2007) loss_rec_all: 0.2142 (0.2265) loss_rec_sfr: 0.2605 (0.2994) loss_cl: -0.2778 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [12:48:40.223794] Epoch: [113] [2680/2904] eta: 0:02:48 lr: 0.002344 loss: 0.1906 (0.2008) loss_rec_all: 0.2166 (0.2265) loss_rec_sfr: 0.2788 (0.2995) loss_cl: -0.2788 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [12:48:55.138205] Epoch: [113] [2700/2904] eta: 0:02:33 lr: 0.002344 loss: 0.1908 (0.2008) loss_rec_all: 0.2166 (0.2266) loss_rec_sfr: 0.2890 (0.2996) loss_cl: -0.2798 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [12:49:10.053474] Epoch: [113] [2720/2904] eta: 0:02:18 lr: 0.002344 loss: 0.1894 (0.2008) loss_rec_all: 0.2154 (0.2265) loss_rec_sfr: 0.2758 (0.2995) loss_cl: -0.2800 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [12:49:24.969293] Epoch: [113] [2740/2904] eta: 0:02:03 lr: 0.002344 loss: 0.1898 (0.2008) loss_rec_all: 0.2157 (0.2265) loss_rec_sfr: 0.2903 (0.2996) loss_cl: -0.2783 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [12:49:39.887568] Epoch: [113] [2760/2904] eta: 0:01:48 lr: 0.002344 loss: 0.1928 (0.2008) loss_rec_all: 0.2186 (0.2265) loss_rec_sfr: 0.2846 (0.2997) loss_cl: -0.2780 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [12:49:54.809482] Epoch: [113] [2780/2904] eta: 0:01:33 lr: 0.002344 loss: 0.1863 (0.2007) loss_rec_all: 0.2125 (0.2265) loss_rec_sfr: 0.2676 (0.2994) loss_cl: -0.2791 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [12:50:09.730505] Epoch: [113] [2800/2904] eta: 0:01:18 lr: 0.002344 loss: 0.1980 (0.2007) loss_rec_all: 0.2237 (0.2265) loss_rec_sfr: 0.2743 (0.2994) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [12:50:24.642687] Epoch: [113] [2820/2904] eta: 0:01:03 lr: 0.002344 loss: 0.1942 (0.2007) loss_rec_all: 0.2201 (0.2265) loss_rec_sfr: 0.2761 (0.2994) loss_cl: -0.2794 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [12:50:39.583133] Epoch: [113] [2840/2904] eta: 0:00:48 lr: 0.002344 loss: 0.1883 (0.2007) loss_rec_all: 0.2141 (0.2265) loss_rec_sfr: 0.2739 (0.2993) loss_cl: -0.2794 (-0.2788) time: 0.7470 data: 0.0023 max mem: 29860 [12:50:54.478610] Epoch: [113] [2860/2904] eta: 0:00:33 lr: 0.002344 loss: 0.1883 (0.2007) loss_rec_all: 0.2145 (0.2265) loss_rec_sfr: 0.2474 (0.2992) loss_cl: -0.2785 (-0.2788) time: 0.7447 data: 0.0001 max mem: 29860 [12:51:09.380554] Epoch: [113] [2880/2904] eta: 0:00:18 lr: 0.002344 loss: 0.1871 (0.2007) loss_rec_all: 0.2131 (0.2264) loss_rec_sfr: 0.2736 (0.2991) loss_cl: -0.2795 (-0.2788) time: 0.7451 data: 0.0001 max mem: 29860 [12:51:24.279697] Epoch: [113] [2900/2904] eta: 0:00:03 lr: 0.002344 loss: 0.1878 (0.2007) loss_rec_all: 0.2141 (0.2264) loss_rec_sfr: 0.2864 (0.2992) loss_cl: -0.2788 (-0.2788) time: 0.7449 data: 0.0001 max mem: 29860 [12:51:26.522540] Epoch: [113] [2903/2904] eta: 0:00:00 lr: 0.002344 loss: 0.1879 (0.2007) loss_rec_all: 0.2141 (0.2265) loss_rec_sfr: 0.2864 (0.2993) loss_cl: -0.2790 (-0.2788) time: 0.7449 data: 0.0001 max mem: 29860 [12:51:28.677565] Epoch: [113] Total time: 0:36:27 (0.7534 s / it) [12:51:28.678421] Averaged stats: lr: 0.002344 loss: 0.1879 (0.2029) loss_rec_all: 0.2141 (0.2264) loss_rec_sfr: 0.2864 (0.2989) loss_cl: -0.2790 (-0.2555) [12:51:28.683106] log_dir: ./checkpoint/VF2_ViT-B [12:51:46.589833] Epoch: [114] [ 0/2904] eta: 14:26:37 lr: 0.002344 loss: 0.1968 (0.1968) loss_rec_all: 0.2229 (0.2229) loss_rec_sfr: 0.2523 (0.2523) loss_cl: -0.2789 (-0.2789) time: 17.9054 data: 10.7671 max mem: 29860 [12:52:03.591400] Epoch: [114] [ 20/2904] eta: 1:19:53 lr: 0.002344 loss: 0.1865 (0.1954) loss_rec_all: 0.2125 (0.2212) loss_rec_sfr: 0.2715 (0.2904) loss_cl: -0.2786 (-0.2787) time: 0.8500 data: 0.0888 max mem: 29860 [12:52:18.469376] Epoch: [114] [ 40/2904] eta: 0:57:57 lr: 0.002344 loss: 0.1883 (0.1954) loss_rec_all: 0.2146 (0.2213) loss_rec_sfr: 0.2445 (0.2823) loss_cl: -0.2789 (-0.2787) time: 0.7439 data: 0.0002 max mem: 29860 [12:52:33.356869] Epoch: [114] [ 60/2904] eta: 0:50:15 lr: 0.002344 loss: 0.1903 (0.1950) loss_rec_all: 0.2161 (0.2209) loss_rec_sfr: 0.2702 (0.2802) loss_cl: -0.2791 (-0.2788) time: 0.7443 data: 0.0002 max mem: 29860 [12:52:48.255931] Epoch: [114] [ 80/2904] eta: 0:46:14 lr: 0.002344 loss: 0.1902 (0.1956) loss_rec_all: 0.2163 (0.2215) loss_rec_sfr: 0.2588 (0.2819) loss_cl: -0.2796 (-0.2790) time: 0.7449 data: 0.0002 max mem: 29860 [12:53:03.175616] Epoch: [114] [ 100/2904] eta: 0:43:43 lr: 0.002344 loss: 0.1867 (0.1945) loss_rec_all: 0.2125 (0.2205) loss_rec_sfr: 0.2754 (0.2804) loss_cl: -0.2783 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [12:53:18.098135] Epoch: [114] [ 120/2904] eta: 0:41:57 lr: 0.002344 loss: 0.1870 (0.1944) loss_rec_all: 0.2127 (0.2203) loss_rec_sfr: 0.2728 (0.2805) loss_cl: -0.2784 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [12:53:33.023257] Epoch: [114] [ 140/2904] eta: 0:40:37 lr: 0.002344 loss: 0.1905 (0.1945) loss_rec_all: 0.2167 (0.2204) loss_rec_sfr: 0.2749 (0.2798) loss_cl: -0.2793 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [12:53:47.983993] Epoch: [114] [ 160/2904] eta: 0:39:34 lr: 0.002344 loss: 0.1896 (0.1955) loss_rec_all: 0.2156 (0.2214) loss_rec_sfr: 0.2933 (0.2846) loss_cl: -0.2798 (-0.2789) time: 0.7480 data: 0.0002 max mem: 29860 [12:54:02.917028] Epoch: [114] [ 180/2904] eta: 0:38:41 lr: 0.002344 loss: 0.1893 (0.1952) loss_rec_all: 0.2156 (0.2211) loss_rec_sfr: 0.2799 (0.2827) loss_cl: -0.2799 (-0.2789) time: 0.7466 data: 0.0002 max mem: 29860 [12:54:17.864269] Epoch: [114] [ 200/2904] eta: 0:37:55 lr: 0.002344 loss: 0.1891 (0.1949) loss_rec_all: 0.2150 (0.2209) loss_rec_sfr: 0.2668 (0.2813) loss_cl: -0.2803 (-0.2790) time: 0.7473 data: 0.0002 max mem: 29860 [12:54:32.796574] Epoch: [114] [ 220/2904] eta: 0:37:15 lr: 0.002344 loss: 0.1894 (0.1947) loss_rec_all: 0.2159 (0.2207) loss_rec_sfr: 0.2480 (0.2794) loss_cl: -0.2803 (-0.2791) time: 0.7466 data: 0.0002 max mem: 29860 [12:54:47.724637] Epoch: [114] [ 240/2904] eta: 0:36:40 lr: 0.002344 loss: 0.1890 (0.1948) loss_rec_all: 0.2153 (0.2208) loss_rec_sfr: 0.2770 (0.2799) loss_cl: -0.2811 (-0.2791) time: 0.7464 data: 0.0002 max mem: 29860 [12:55:02.648897] Epoch: [114] [ 260/2904] eta: 0:36:07 lr: 0.002344 loss: 0.1849 (0.1947) loss_rec_all: 0.2111 (0.2206) loss_rec_sfr: 0.2584 (0.2794) loss_cl: -0.2828 (-0.2792) time: 0.7462 data: 0.0002 max mem: 29860 [12:55:17.568190] Epoch: [114] [ 280/2904] eta: 0:35:37 lr: 0.002344 loss: 0.1905 (0.1952) loss_rec_all: 0.2159 (0.2211) loss_rec_sfr: 0.2763 (0.2809) loss_cl: -0.2767 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [12:55:32.510361] Epoch: [114] [ 300/2904] eta: 0:35:09 lr: 0.002344 loss: 0.1876 (0.1954) loss_rec_all: 0.2142 (0.2213) loss_rec_sfr: 0.2765 (0.2818) loss_cl: -0.2805 (-0.2789) time: 0.7471 data: 0.0002 max mem: 29860 [12:55:47.435562] Epoch: [114] [ 320/2904] eta: 0:34:42 lr: 0.002344 loss: 0.1899 (0.1960) loss_rec_all: 0.2163 (0.2219) loss_rec_sfr: 0.2750 (0.2834) loss_cl: -0.2799 (-0.2790) time: 0.7462 data: 0.0002 max mem: 29860 [12:56:02.495653] Epoch: [114] [ 340/2904] eta: 0:34:18 lr: 0.002344 loss: 0.1877 (0.1965) loss_rec_all: 0.2136 (0.2224) loss_rec_sfr: 0.2819 (0.2858) loss_cl: -0.2779 (-0.2789) time: 0.7530 data: 0.0002 max mem: 29860 [12:56:17.420595] Epoch: [114] [ 360/2904] eta: 0:33:54 lr: 0.002344 loss: 0.1963 (0.1972) loss_rec_all: 0.2222 (0.2231) loss_rec_sfr: 0.2833 (0.2877) loss_cl: -0.2792 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [12:56:32.345810] Epoch: [114] [ 380/2904] eta: 0:33:31 lr: 0.002344 loss: 0.1918 (0.1974) loss_rec_all: 0.2185 (0.2232) loss_rec_sfr: 0.2824 (0.2878) loss_cl: -0.2794 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [12:56:47.278108] Epoch: [114] [ 400/2904] eta: 0:33:09 lr: 0.002344 loss: 0.1974 (0.1978) loss_rec_all: 0.2234 (0.2237) loss_rec_sfr: 0.2746 (0.2888) loss_cl: -0.2780 (-0.2789) time: 0.7466 data: 0.0002 max mem: 29860 [12:57:02.208445] Epoch: [114] [ 420/2904] eta: 0:32:47 lr: 0.002344 loss: 0.1993 (0.1980) loss_rec_all: 0.2252 (0.2239) loss_rec_sfr: 0.2836 (0.2892) loss_cl: -0.2781 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [12:57:17.134125] Epoch: [114] [ 440/2904] eta: 0:32:26 lr: 0.002344 loss: 0.1879 (0.1978) loss_rec_all: 0.2140 (0.2237) loss_rec_sfr: 0.2492 (0.2885) loss_cl: -0.2792 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [12:57:32.055901] Epoch: [114] [ 460/2904] eta: 0:32:06 lr: 0.002344 loss: 0.1898 (0.1979) loss_rec_all: 0.2162 (0.2238) loss_rec_sfr: 0.2709 (0.2887) loss_cl: -0.2799 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [12:57:46.979064] Epoch: [114] [ 480/2904] eta: 0:31:46 lr: 0.002344 loss: 0.1885 (0.1979) loss_rec_all: 0.2149 (0.2238) loss_rec_sfr: 0.2611 (0.2885) loss_cl: -0.2786 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [12:58:01.900191] Epoch: [114] [ 500/2904] eta: 0:31:26 lr: 0.002344 loss: 0.1874 (0.1981) loss_rec_all: 0.2132 (0.2239) loss_rec_sfr: 0.2804 (0.2894) loss_cl: -0.2786 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [12:58:16.826440] Epoch: [114] [ 520/2904] eta: 0:31:07 lr: 0.002344 loss: 0.1951 (0.1984) loss_rec_all: 0.2212 (0.2242) loss_rec_sfr: 0.2836 (0.2902) loss_cl: -0.2790 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [12:58:31.751149] Epoch: [114] [ 540/2904] eta: 0:30:48 lr: 0.002344 loss: 0.1939 (0.1988) loss_rec_all: 0.2201 (0.2247) loss_rec_sfr: 0.2807 (0.2913) loss_cl: -0.2792 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [12:58:46.668925] Epoch: [114] [ 560/2904] eta: 0:30:29 lr: 0.002344 loss: 0.1895 (0.1988) loss_rec_all: 0.2155 (0.2246) loss_rec_sfr: 0.2729 (0.2911) loss_cl: -0.2795 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [12:59:01.593296] Epoch: [114] [ 580/2904] eta: 0:30:11 lr: 0.002344 loss: 0.1873 (0.1989) loss_rec_all: 0.2131 (0.2247) loss_rec_sfr: 0.2891 (0.2919) loss_cl: -0.2783 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [12:59:16.517020] Epoch: [114] [ 600/2904] eta: 0:29:53 lr: 0.002344 loss: 0.1899 (0.1988) loss_rec_all: 0.2159 (0.2247) loss_rec_sfr: 0.2750 (0.2918) loss_cl: -0.2771 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [12:59:31.440322] Epoch: [114] [ 620/2904] eta: 0:29:35 lr: 0.002344 loss: 0.1882 (0.1987) loss_rec_all: 0.2140 (0.2245) loss_rec_sfr: 0.2718 (0.2915) loss_cl: -0.2786 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [12:59:46.361219] Epoch: [114] [ 640/2904] eta: 0:29:17 lr: 0.002344 loss: 0.1892 (0.1985) loss_rec_all: 0.2153 (0.2243) loss_rec_sfr: 0.2764 (0.2910) loss_cl: -0.2795 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [13:00:01.281737] Epoch: [114] [ 660/2904] eta: 0:29:00 lr: 0.002344 loss: 0.1965 (0.1990) loss_rec_all: 0.2222 (0.2248) loss_rec_sfr: 0.2858 (0.2924) loss_cl: -0.2792 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [13:00:16.204987] Epoch: [114] [ 680/2904] eta: 0:28:42 lr: 0.002344 loss: 0.1912 (0.1991) loss_rec_all: 0.2174 (0.2249) loss_rec_sfr: 0.2755 (0.2928) loss_cl: -0.2793 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [13:00:31.135017] Epoch: [114] [ 700/2904] eta: 0:28:25 lr: 0.002344 loss: 0.1908 (0.1990) loss_rec_all: 0.2172 (0.2249) loss_rec_sfr: 0.2729 (0.2926) loss_cl: -0.2783 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [13:00:46.056310] Epoch: [114] [ 720/2904] eta: 0:28:08 lr: 0.002344 loss: 0.1923 (0.1990) loss_rec_all: 0.2180 (0.2249) loss_rec_sfr: 0.2973 (0.2931) loss_cl: -0.2781 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [13:01:00.971602] Epoch: [114] [ 740/2904] eta: 0:27:51 lr: 0.002344 loss: 0.1943 (0.1991) loss_rec_all: 0.2200 (0.2250) loss_rec_sfr: 0.2819 (0.2932) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [13:01:15.891614] Epoch: [114] [ 760/2904] eta: 0:27:34 lr: 0.002344 loss: 0.1933 (0.1994) loss_rec_all: 0.2196 (0.2252) loss_rec_sfr: 0.2834 (0.2941) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [13:01:30.806868] Epoch: [114] [ 780/2904] eta: 0:27:17 lr: 0.002344 loss: 0.1899 (0.1992) loss_rec_all: 0.2158 (0.2251) loss_rec_sfr: 0.2689 (0.2936) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [13:01:45.727881] Epoch: [114] [ 800/2904] eta: 0:27:00 lr: 0.002344 loss: 0.1926 (0.1994) loss_rec_all: 0.2185 (0.2252) loss_rec_sfr: 0.2837 (0.2941) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [13:02:00.645342] Epoch: [114] [ 820/2904] eta: 0:26:44 lr: 0.002344 loss: 0.1850 (0.1992) loss_rec_all: 0.2112 (0.2250) loss_rec_sfr: 0.2514 (0.2934) loss_cl: -0.2795 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [13:02:15.564264] Epoch: [114] [ 840/2904] eta: 0:26:27 lr: 0.002344 loss: 0.1890 (0.1990) loss_rec_all: 0.2148 (0.2248) loss_rec_sfr: 0.2799 (0.2929) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [13:02:30.480804] Epoch: [114] [ 860/2904] eta: 0:26:11 lr: 0.002344 loss: 0.1896 (0.1990) loss_rec_all: 0.2154 (0.2249) loss_rec_sfr: 0.2659 (0.2934) loss_cl: -0.2782 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [13:02:45.402963] Epoch: [114] [ 880/2904] eta: 0:25:54 lr: 0.002344 loss: 0.1906 (0.1991) loss_rec_all: 0.2164 (0.2250) loss_rec_sfr: 0.2768 (0.2937) loss_cl: -0.2789 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [13:03:00.324245] Epoch: [114] [ 900/2904] eta: 0:25:38 lr: 0.002344 loss: 0.1868 (0.1991) loss_rec_all: 0.2128 (0.2249) loss_rec_sfr: 0.2801 (0.2936) loss_cl: -0.2799 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [13:03:15.244742] Epoch: [114] [ 920/2904] eta: 0:25:21 lr: 0.002344 loss: 0.1879 (0.1990) loss_rec_all: 0.2141 (0.2248) loss_rec_sfr: 0.2426 (0.2930) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [13:03:30.162738] Epoch: [114] [ 940/2904] eta: 0:25:05 lr: 0.002344 loss: 0.1873 (0.1989) loss_rec_all: 0.2135 (0.2247) loss_rec_sfr: 0.2663 (0.2927) loss_cl: -0.2776 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [13:03:45.083434] Epoch: [114] [ 960/2904] eta: 0:24:49 lr: 0.002344 loss: 0.1857 (0.1988) loss_rec_all: 0.2117 (0.2246) loss_rec_sfr: 0.2623 (0.2923) loss_cl: -0.2784 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [13:04:00.001622] Epoch: [114] [ 980/2904] eta: 0:24:33 lr: 0.002344 loss: 0.1897 (0.1988) loss_rec_all: 0.2156 (0.2246) loss_rec_sfr: 0.2923 (0.2926) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [13:04:15.058439] Epoch: [114] [1000/2904] eta: 0:24:17 lr: 0.002344 loss: 0.1873 (0.1987) loss_rec_all: 0.2134 (0.2246) loss_rec_sfr: 0.2822 (0.2925) loss_cl: -0.2796 (-0.2788) time: 0.7528 data: 0.0002 max mem: 29860 [13:04:29.975116] Epoch: [114] [1020/2904] eta: 0:24:01 lr: 0.002344 loss: 0.1905 (0.1988) loss_rec_all: 0.2163 (0.2246) loss_rec_sfr: 0.2920 (0.2928) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [13:04:44.892320] Epoch: [114] [1040/2904] eta: 0:23:45 lr: 0.002344 loss: 0.1904 (0.1989) loss_rec_all: 0.2160 (0.2247) loss_rec_sfr: 0.2793 (0.2931) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [13:04:59.807966] Epoch: [114] [1060/2904] eta: 0:23:29 lr: 0.002344 loss: 0.1877 (0.1988) loss_rec_all: 0.2141 (0.2246) loss_rec_sfr: 0.2496 (0.2927) loss_cl: -0.2793 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [13:05:14.726979] Epoch: [114] [1080/2904] eta: 0:23:13 lr: 0.002344 loss: 0.1891 (0.1987) loss_rec_all: 0.2149 (0.2245) loss_rec_sfr: 0.2597 (0.2922) loss_cl: -0.2794 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [13:05:29.643628] Epoch: [114] [1100/2904] eta: 0:22:57 lr: 0.002344 loss: 0.1920 (0.1988) loss_rec_all: 0.2179 (0.2246) loss_rec_sfr: 0.2862 (0.2925) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [13:05:44.560881] Epoch: [114] [1120/2904] eta: 0:22:42 lr: 0.002344 loss: 0.1903 (0.1989) loss_rec_all: 0.2160 (0.2247) loss_rec_sfr: 0.2803 (0.2929) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [13:05:59.480456] Epoch: [114] [1140/2904] eta: 0:22:26 lr: 0.002344 loss: 0.1893 (0.1989) loss_rec_all: 0.2152 (0.2247) loss_rec_sfr: 0.2812 (0.2931) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [13:06:14.397466] Epoch: [114] [1160/2904] eta: 0:22:10 lr: 0.002344 loss: 0.1867 (0.1989) loss_rec_all: 0.2128 (0.2247) loss_rec_sfr: 0.2905 (0.2932) loss_cl: -0.2794 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [13:06:29.314080] Epoch: [114] [1180/2904] eta: 0:21:54 lr: 0.002344 loss: 0.1904 (0.1990) loss_rec_all: 0.2164 (0.2248) loss_rec_sfr: 0.2807 (0.2937) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [13:06:44.232047] Epoch: [114] [1200/2904] eta: 0:21:38 lr: 0.002344 loss: 0.1948 (0.1990) loss_rec_all: 0.2206 (0.2248) loss_rec_sfr: 0.2756 (0.2936) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [13:06:59.147318] Epoch: [114] [1220/2904] eta: 0:21:23 lr: 0.002344 loss: 0.1907 (0.1989) loss_rec_all: 0.2165 (0.2248) loss_rec_sfr: 0.2870 (0.2935) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [13:07:14.059304] Epoch: [114] [1240/2904] eta: 0:21:07 lr: 0.002344 loss: 0.1873 (0.1989) loss_rec_all: 0.2132 (0.2247) loss_rec_sfr: 0.2405 (0.2932) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [13:07:28.971146] Epoch: [114] [1260/2904] eta: 0:20:51 lr: 0.002344 loss: 0.1934 (0.1989) loss_rec_all: 0.2191 (0.2248) loss_rec_sfr: 0.2868 (0.2935) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [13:07:43.886227] Epoch: [114] [1280/2904] eta: 0:20:36 lr: 0.002344 loss: 0.1943 (0.1990) loss_rec_all: 0.2196 (0.2248) loss_rec_sfr: 0.2948 (0.2937) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [13:07:58.799398] Epoch: [114] [1300/2904] eta: 0:20:20 lr: 0.002344 loss: 0.1941 (0.1990) loss_rec_all: 0.2199 (0.2248) loss_rec_sfr: 0.2743 (0.2937) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [13:08:13.710416] Epoch: [114] [1320/2904] eta: 0:20:05 lr: 0.002344 loss: 0.1881 (0.1989) loss_rec_all: 0.2138 (0.2248) loss_rec_sfr: 0.2774 (0.2936) loss_cl: -0.2796 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [13:08:28.626696] Epoch: [114] [1340/2904] eta: 0:19:49 lr: 0.002344 loss: 0.1863 (0.1989) loss_rec_all: 0.2124 (0.2248) loss_rec_sfr: 0.2707 (0.2937) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [13:08:43.544594] Epoch: [114] [1360/2904] eta: 0:19:33 lr: 0.002344 loss: 0.1901 (0.1990) loss_rec_all: 0.2162 (0.2248) loss_rec_sfr: 0.2875 (0.2938) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [13:08:58.465983] Epoch: [114] [1380/2904] eta: 0:19:18 lr: 0.002344 loss: 0.1896 (0.1990) loss_rec_all: 0.2161 (0.2248) loss_rec_sfr: 0.2940 (0.2939) loss_cl: -0.2796 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [13:09:13.384764] Epoch: [114] [1400/2904] eta: 0:19:02 lr: 0.002344 loss: 0.1877 (0.1990) loss_rec_all: 0.2136 (0.2248) loss_rec_sfr: 0.2871 (0.2942) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [13:09:28.297815] Epoch: [114] [1420/2904] eta: 0:18:47 lr: 0.002344 loss: 0.1924 (0.1991) loss_rec_all: 0.2182 (0.2249) loss_rec_sfr: 0.2697 (0.2942) loss_cl: -0.2781 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [13:09:43.211381] Epoch: [114] [1440/2904] eta: 0:18:31 lr: 0.002344 loss: 0.1929 (0.1991) loss_rec_all: 0.2190 (0.2249) loss_rec_sfr: 0.2756 (0.2942) loss_cl: -0.2782 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [13:09:58.127259] Epoch: [114] [1460/2904] eta: 0:18:16 lr: 0.002344 loss: 0.1900 (0.1992) loss_rec_all: 0.2162 (0.2250) loss_rec_sfr: 0.2660 (0.2944) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [13:10:13.047513] Epoch: [114] [1480/2904] eta: 0:18:01 lr: 0.002344 loss: 0.1930 (0.1993) loss_rec_all: 0.2189 (0.2251) loss_rec_sfr: 0.2904 (0.2948) loss_cl: -0.2797 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [13:10:27.968335] Epoch: [114] [1500/2904] eta: 0:17:45 lr: 0.002344 loss: 0.1891 (0.1994) loss_rec_all: 0.2153 (0.2252) loss_rec_sfr: 0.2804 (0.2950) loss_cl: -0.2791 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [13:10:42.889963] Epoch: [114] [1520/2904] eta: 0:17:30 lr: 0.002344 loss: 0.1914 (0.1993) loss_rec_all: 0.2172 (0.2251) loss_rec_sfr: 0.2788 (0.2949) loss_cl: -0.2781 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [13:10:57.801742] Epoch: [114] [1540/2904] eta: 0:17:14 lr: 0.002343 loss: 0.1926 (0.1994) loss_rec_all: 0.2188 (0.2252) loss_rec_sfr: 0.2408 (0.2949) loss_cl: -0.2783 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [13:11:12.723361] Epoch: [114] [1560/2904] eta: 0:16:59 lr: 0.002343 loss: 0.1911 (0.1994) loss_rec_all: 0.2172 (0.2252) loss_rec_sfr: 0.2711 (0.2948) loss_cl: -0.2783 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [13:11:27.641136] Epoch: [114] [1580/2904] eta: 0:16:44 lr: 0.002343 loss: 0.1904 (0.1995) loss_rec_all: 0.2161 (0.2253) loss_rec_sfr: 0.2909 (0.2952) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [13:11:42.556057] Epoch: [114] [1600/2904] eta: 0:16:28 lr: 0.002343 loss: 0.1905 (0.1995) loss_rec_all: 0.2162 (0.2253) loss_rec_sfr: 0.2780 (0.2952) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [13:11:57.469810] Epoch: [114] [1620/2904] eta: 0:16:13 lr: 0.002343 loss: 0.1872 (0.1995) loss_rec_all: 0.2134 (0.2253) loss_rec_sfr: 0.2714 (0.2953) loss_cl: -0.2797 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [13:12:12.387039] Epoch: [114] [1640/2904] eta: 0:15:57 lr: 0.002343 loss: 0.1866 (0.1996) loss_rec_all: 0.2126 (0.2254) loss_rec_sfr: 0.2854 (0.2956) loss_cl: -0.2780 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [13:12:27.310349] Epoch: [114] [1660/2904] eta: 0:15:42 lr: 0.002343 loss: 0.1868 (0.1995) loss_rec_all: 0.2133 (0.2253) loss_rec_sfr: 0.2737 (0.2954) loss_cl: -0.2789 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [13:12:42.227046] Epoch: [114] [1680/2904] eta: 0:15:27 lr: 0.002343 loss: 0.1939 (0.1995) loss_rec_all: 0.2201 (0.2253) loss_rec_sfr: 0.2638 (0.2952) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [13:12:57.144250] Epoch: [114] [1700/2904] eta: 0:15:11 lr: 0.002343 loss: 0.1946 (0.1995) loss_rec_all: 0.2205 (0.2253) loss_rec_sfr: 0.2750 (0.2951) loss_cl: -0.2781 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [13:13:12.063720] Epoch: [114] [1720/2904] eta: 0:14:56 lr: 0.002343 loss: 0.1953 (0.1997) loss_rec_all: 0.2210 (0.2255) loss_rec_sfr: 0.3031 (0.2958) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [13:13:26.989686] Epoch: [114] [1740/2904] eta: 0:14:41 lr: 0.002343 loss: 0.1906 (0.1997) loss_rec_all: 0.2164 (0.2255) loss_rec_sfr: 0.2850 (0.2959) loss_cl: -0.2794 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [13:13:41.914053] Epoch: [114] [1760/2904] eta: 0:14:26 lr: 0.002343 loss: 0.1912 (0.1997) loss_rec_all: 0.2169 (0.2255) loss_rec_sfr: 0.2823 (0.2960) loss_cl: -0.2794 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [13:13:56.833187] Epoch: [114] [1780/2904] eta: 0:14:10 lr: 0.002343 loss: 0.1918 (0.1998) loss_rec_all: 0.2175 (0.2256) loss_rec_sfr: 0.2725 (0.2963) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [13:14:11.755125] Epoch: [114] [1800/2904] eta: 0:13:55 lr: 0.002343 loss: 0.1871 (0.1997) loss_rec_all: 0.2128 (0.2255) loss_rec_sfr: 0.2464 (0.2959) loss_cl: -0.2778 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [13:14:26.681332] Epoch: [114] [1820/2904] eta: 0:13:40 lr: 0.002343 loss: 0.1972 (0.1997) loss_rec_all: 0.2231 (0.2255) loss_rec_sfr: 0.2775 (0.2957) loss_cl: -0.2786 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [13:14:41.596860] Epoch: [114] [1840/2904] eta: 0:13:24 lr: 0.002343 loss: 0.1938 (0.1998) loss_rec_all: 0.2199 (0.2256) loss_rec_sfr: 0.2796 (0.2959) loss_cl: -0.2797 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [13:14:56.512333] Epoch: [114] [1860/2904] eta: 0:13:09 lr: 0.002343 loss: 0.1901 (0.1997) loss_rec_all: 0.2160 (0.2255) loss_rec_sfr: 0.2867 (0.2958) loss_cl: -0.2793 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [13:15:11.425975] Epoch: [114] [1880/2904] eta: 0:12:54 lr: 0.002343 loss: 0.1892 (0.1997) loss_rec_all: 0.2153 (0.2255) loss_rec_sfr: 0.2896 (0.2957) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [13:15:26.341159] Epoch: [114] [1900/2904] eta: 0:12:39 lr: 0.002343 loss: 0.1961 (0.1997) loss_rec_all: 0.2216 (0.2255) loss_rec_sfr: 0.2819 (0.2958) loss_cl: -0.2784 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [13:15:41.255697] Epoch: [114] [1920/2904] eta: 0:12:24 lr: 0.002343 loss: 0.1880 (0.1997) loss_rec_all: 0.2144 (0.2255) loss_rec_sfr: 0.2470 (0.2958) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [13:15:56.169511] Epoch: [114] [1940/2904] eta: 0:12:08 lr: 0.002343 loss: 0.1887 (0.1998) loss_rec_all: 0.2145 (0.2256) loss_rec_sfr: 0.2854 (0.2959) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [13:16:11.084757] Epoch: [114] [1960/2904] eta: 0:11:53 lr: 0.002343 loss: 0.1908 (0.1997) loss_rec_all: 0.2169 (0.2255) loss_rec_sfr: 0.2626 (0.2957) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [13:16:25.997500] Epoch: [114] [1980/2904] eta: 0:11:38 lr: 0.002343 loss: 0.1890 (0.1996) loss_rec_all: 0.2154 (0.2254) loss_rec_sfr: 0.2666 (0.2954) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [13:16:40.912789] Epoch: [114] [2000/2904] eta: 0:11:23 lr: 0.002343 loss: 0.1882 (0.1996) loss_rec_all: 0.2143 (0.2254) loss_rec_sfr: 0.2678 (0.2953) loss_cl: -0.2794 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [13:16:55.825189] Epoch: [114] [2020/2904] eta: 0:11:07 lr: 0.002343 loss: 0.1903 (0.1995) loss_rec_all: 0.2164 (0.2253) loss_rec_sfr: 0.2488 (0.2950) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [13:17:10.735784] Epoch: [114] [2040/2904] eta: 0:10:52 lr: 0.002343 loss: 0.1881 (0.1995) loss_rec_all: 0.2143 (0.2253) loss_rec_sfr: 0.2820 (0.2950) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [13:17:25.660211] Epoch: [114] [2060/2904] eta: 0:10:37 lr: 0.002343 loss: 0.1853 (0.1994) loss_rec_all: 0.2112 (0.2252) loss_rec_sfr: 0.2523 (0.2947) loss_cl: -0.2787 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [13:17:40.578805] Epoch: [114] [2080/2904] eta: 0:10:22 lr: 0.002343 loss: 0.1922 (0.1995) loss_rec_all: 0.2183 (0.2253) loss_rec_sfr: 0.2756 (0.2948) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [13:17:55.494842] Epoch: [114] [2100/2904] eta: 0:10:07 lr: 0.002343 loss: 0.1897 (0.1995) loss_rec_all: 0.2159 (0.2253) loss_rec_sfr: 0.2978 (0.2951) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [13:18:10.410449] Epoch: [114] [2120/2904] eta: 0:09:52 lr: 0.002343 loss: 0.1884 (0.1995) loss_rec_all: 0.2142 (0.2253) loss_rec_sfr: 0.2798 (0.2951) loss_cl: -0.2795 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [13:18:25.319718] Epoch: [114] [2140/2904] eta: 0:09:36 lr: 0.002343 loss: 0.1898 (0.1995) loss_rec_all: 0.2159 (0.2253) loss_rec_sfr: 0.2780 (0.2951) loss_cl: -0.2784 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [13:18:40.232955] Epoch: [114] [2160/2904] eta: 0:09:21 lr: 0.002343 loss: 0.1876 (0.1995) loss_rec_all: 0.2134 (0.2253) loss_rec_sfr: 0.2642 (0.2951) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [13:18:55.146076] Epoch: [114] [2180/2904] eta: 0:09:06 lr: 0.002343 loss: 0.1919 (0.1995) loss_rec_all: 0.2181 (0.2253) loss_rec_sfr: 0.2764 (0.2952) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [13:19:10.063481] Epoch: [114] [2200/2904] eta: 0:08:51 lr: 0.002343 loss: 0.1950 (0.1996) loss_rec_all: 0.2207 (0.2254) loss_rec_sfr: 0.2780 (0.2953) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [13:19:24.973073] Epoch: [114] [2220/2904] eta: 0:08:36 lr: 0.002343 loss: 0.1891 (0.1995) loss_rec_all: 0.2148 (0.2253) loss_rec_sfr: 0.2885 (0.2953) loss_cl: -0.2789 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [13:19:39.881410] Epoch: [114] [2240/2904] eta: 0:08:21 lr: 0.002343 loss: 0.1872 (0.1995) loss_rec_all: 0.2133 (0.2253) loss_rec_sfr: 0.2745 (0.2954) loss_cl: -0.2784 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [13:19:54.792769] Epoch: [114] [2260/2904] eta: 0:08:05 lr: 0.002343 loss: 0.1911 (0.1996) loss_rec_all: 0.2177 (0.2254) loss_rec_sfr: 0.2833 (0.2955) loss_cl: -0.2796 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [13:20:09.708360] Epoch: [114] [2280/2904] eta: 0:07:50 lr: 0.002343 loss: 0.1930 (0.1996) loss_rec_all: 0.2189 (0.2254) loss_rec_sfr: 0.2811 (0.2953) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [13:20:24.625654] Epoch: [114] [2300/2904] eta: 0:07:35 lr: 0.002343 loss: 0.1916 (0.1997) loss_rec_all: 0.2173 (0.2255) loss_rec_sfr: 0.2815 (0.2956) loss_cl: -0.2780 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [13:20:39.540395] Epoch: [114] [2320/2904] eta: 0:07:20 lr: 0.002343 loss: 0.1857 (0.1996) loss_rec_all: 0.2115 (0.2254) loss_rec_sfr: 0.2477 (0.2955) loss_cl: -0.2793 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [13:20:54.453019] Epoch: [114] [2340/2904] eta: 0:07:05 lr: 0.002343 loss: 0.1873 (0.1996) loss_rec_all: 0.2132 (0.2254) loss_rec_sfr: 0.2877 (0.2956) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [13:21:09.365096] Epoch: [114] [2360/2904] eta: 0:06:50 lr: 0.002343 loss: 0.1872 (0.1996) loss_rec_all: 0.2134 (0.2254) loss_rec_sfr: 0.2856 (0.2955) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [13:21:24.283867] Epoch: [114] [2380/2904] eta: 0:06:35 lr: 0.002343 loss: 0.1911 (0.1996) loss_rec_all: 0.2169 (0.2254) loss_rec_sfr: 0.2878 (0.2956) loss_cl: -0.2798 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [13:21:39.200253] Epoch: [114] [2400/2904] eta: 0:06:20 lr: 0.002343 loss: 0.1883 (0.1996) loss_rec_all: 0.2144 (0.2254) loss_rec_sfr: 0.2791 (0.2955) loss_cl: -0.2798 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [13:21:54.115708] Epoch: [114] [2420/2904] eta: 0:06:04 lr: 0.002343 loss: 0.1924 (0.1996) loss_rec_all: 0.2188 (0.2254) loss_rec_sfr: 0.2677 (0.2956) loss_cl: -0.2776 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [13:22:09.027503] Epoch: [114] [2440/2904] eta: 0:05:49 lr: 0.002343 loss: 0.1873 (0.1996) loss_rec_all: 0.2129 (0.2254) loss_rec_sfr: 0.2428 (0.2953) loss_cl: -0.2771 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [13:22:23.942368] Epoch: [114] [2460/2904] eta: 0:05:34 lr: 0.002343 loss: 0.1917 (0.1995) loss_rec_all: 0.2176 (0.2253) loss_rec_sfr: 0.2706 (0.2951) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [13:22:38.856082] Epoch: [114] [2480/2904] eta: 0:05:19 lr: 0.002343 loss: 0.1876 (0.1995) loss_rec_all: 0.2139 (0.2253) loss_rec_sfr: 0.2775 (0.2951) loss_cl: -0.2802 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [13:22:53.770936] Epoch: [114] [2500/2904] eta: 0:05:04 lr: 0.002343 loss: 0.1906 (0.1996) loss_rec_all: 0.2165 (0.2254) loss_rec_sfr: 0.2804 (0.2952) loss_cl: -0.2795 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [13:23:08.680566] Epoch: [114] [2520/2904] eta: 0:04:49 lr: 0.002343 loss: 0.1906 (0.1996) loss_rec_all: 0.2168 (0.2254) loss_rec_sfr: 0.2820 (0.2953) loss_cl: -0.2787 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [13:23:23.593860] Epoch: [114] [2540/2904] eta: 0:04:34 lr: 0.002343 loss: 0.1940 (0.1996) loss_rec_all: 0.2198 (0.2254) loss_rec_sfr: 0.2813 (0.2954) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [13:23:38.509382] Epoch: [114] [2560/2904] eta: 0:04:19 lr: 0.002343 loss: 0.1868 (0.1995) loss_rec_all: 0.2133 (0.2253) loss_rec_sfr: 0.2377 (0.2950) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [13:23:53.428752] Epoch: [114] [2580/2904] eta: 0:04:04 lr: 0.002343 loss: 0.1882 (0.1995) loss_rec_all: 0.2138 (0.2253) loss_rec_sfr: 0.2673 (0.2950) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [13:24:08.347290] Epoch: [114] [2600/2904] eta: 0:03:49 lr: 0.002343 loss: 0.1882 (0.1995) loss_rec_all: 0.2140 (0.2254) loss_rec_sfr: 0.2804 (0.2951) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [13:24:23.272881] Epoch: [114] [2620/2904] eta: 0:03:33 lr: 0.002343 loss: 0.1914 (0.1996) loss_rec_all: 0.2173 (0.2254) loss_rec_sfr: 0.2875 (0.2952) loss_cl: -0.2788 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [13:24:38.197643] Epoch: [114] [2640/2904] eta: 0:03:18 lr: 0.002343 loss: 0.1895 (0.1996) loss_rec_all: 0.2153 (0.2254) loss_rec_sfr: 0.2853 (0.2953) loss_cl: -0.2786 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [13:24:53.117593] Epoch: [114] [2660/2904] eta: 0:03:03 lr: 0.002343 loss: 0.1878 (0.1996) loss_rec_all: 0.2142 (0.2254) loss_rec_sfr: 0.2775 (0.2953) loss_cl: -0.2795 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [13:25:08.039223] Epoch: [114] [2680/2904] eta: 0:02:48 lr: 0.002343 loss: 0.1879 (0.1996) loss_rec_all: 0.2139 (0.2254) loss_rec_sfr: 0.2834 (0.2955) loss_cl: -0.2781 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [13:25:22.967183] Epoch: [114] [2700/2904] eta: 0:02:33 lr: 0.002343 loss: 0.1877 (0.1996) loss_rec_all: 0.2139 (0.2254) loss_rec_sfr: 0.2477 (0.2954) loss_cl: -0.2781 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [13:25:37.897776] Epoch: [114] [2720/2904] eta: 0:02:18 lr: 0.002343 loss: 0.1905 (0.1996) loss_rec_all: 0.2162 (0.2254) loss_rec_sfr: 0.2749 (0.2954) loss_cl: -0.2784 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [13:25:52.817385] Epoch: [114] [2740/2904] eta: 0:02:03 lr: 0.002343 loss: 0.1934 (0.1996) loss_rec_all: 0.2196 (0.2255) loss_rec_sfr: 0.2799 (0.2956) loss_cl: -0.2796 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [13:26:07.734467] Epoch: [114] [2760/2904] eta: 0:01:48 lr: 0.002343 loss: 0.1932 (0.1997) loss_rec_all: 0.2190 (0.2255) loss_rec_sfr: 0.2927 (0.2958) loss_cl: -0.2799 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [13:26:22.651420] Epoch: [114] [2780/2904] eta: 0:01:33 lr: 0.002343 loss: 0.1976 (0.1997) loss_rec_all: 0.2237 (0.2255) loss_rec_sfr: 0.2830 (0.2958) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [13:26:37.566570] Epoch: [114] [2800/2904] eta: 0:01:18 lr: 0.002343 loss: 0.1893 (0.1997) loss_rec_all: 0.2151 (0.2256) loss_rec_sfr: 0.2957 (0.2959) loss_cl: -0.2780 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [13:26:52.487193] Epoch: [114] [2820/2904] eta: 0:01:03 lr: 0.002343 loss: 0.1896 (0.1998) loss_rec_all: 0.2154 (0.2256) loss_rec_sfr: 0.2832 (0.2960) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [13:27:07.437917] Epoch: [114] [2840/2904] eta: 0:00:48 lr: 0.002343 loss: 0.1870 (0.1998) loss_rec_all: 0.2129 (0.2256) loss_rec_sfr: 0.2851 (0.2960) loss_cl: -0.2791 (-0.2788) time: 0.7475 data: 0.0023 max mem: 29860 [13:27:22.343392] Epoch: [114] [2860/2904] eta: 0:00:33 lr: 0.002343 loss: 0.1878 (0.1997) loss_rec_all: 0.2137 (0.2256) loss_rec_sfr: 0.2765 (0.2959) loss_cl: -0.2787 (-0.2788) time: 0.7452 data: 0.0001 max mem: 29860 [13:27:37.245943] Epoch: [114] [2880/2904] eta: 0:00:18 lr: 0.002343 loss: 0.1897 (0.1997) loss_rec_all: 0.2159 (0.2255) loss_rec_sfr: 0.2845 (0.2960) loss_cl: -0.2782 (-0.2788) time: 0.7451 data: 0.0001 max mem: 29860 [13:27:52.152063] Epoch: [114] [2900/2904] eta: 0:00:03 lr: 0.002343 loss: 0.1919 (0.1997) loss_rec_all: 0.2179 (0.2255) loss_rec_sfr: 0.2642 (0.2959) loss_cl: -0.2782 (-0.2788) time: 0.7453 data: 0.0001 max mem: 29860 [13:27:54.394727] Epoch: [114] [2903/2904] eta: 0:00:00 lr: 0.002343 loss: 0.1893 (0.1997) loss_rec_all: 0.2154 (0.2255) loss_rec_sfr: 0.2439 (0.2959) loss_cl: -0.2790 (-0.2788) time: 0.7452 data: 0.0001 max mem: 29860 [13:27:56.507479] Epoch: [114] Total time: 0:36:27 (0.7534 s / it) [13:27:56.508316] Averaged stats: lr: 0.002343 loss: 0.1893 (0.2024) loss_rec_all: 0.2154 (0.2259) loss_rec_sfr: 0.2439 (0.2973) loss_cl: -0.2790 (-0.2555) [13:27:56.513128] log_dir: ./checkpoint/VF2_ViT-B [13:28:15.005693] Epoch: [115] [ 0/2904] eta: 14:55:00 lr: 0.002343 loss: 0.1932 (0.1932) loss_rec_all: 0.2193 (0.2193) loss_rec_sfr: 0.2487 (0.2487) loss_cl: -0.2786 (-0.2786) time: 18.4919 data: 16.8265 max mem: 29860 [13:28:31.547967] Epoch: [115] [ 20/2904] eta: 1:20:11 lr: 0.002343 loss: 0.1868 (0.1980) loss_rec_all: 0.2132 (0.2239) loss_rec_sfr: 0.2804 (0.2922) loss_cl: -0.2795 (-0.2795) time: 0.8271 data: 0.0002 max mem: 29860 [13:28:46.422724] Epoch: [115] [ 40/2904] eta: 0:58:06 lr: 0.002343 loss: 0.1887 (0.1982) loss_rec_all: 0.2147 (0.2240) loss_rec_sfr: 0.2939 (0.2947) loss_cl: -0.2789 (-0.2791) time: 0.7437 data: 0.0002 max mem: 29860 [13:29:01.303150] Epoch: [115] [ 60/2904] eta: 0:50:20 lr: 0.002343 loss: 0.1898 (0.1992) loss_rec_all: 0.2157 (0.2250) loss_rec_sfr: 0.2790 (0.2948) loss_cl: -0.2783 (-0.2788) time: 0.7440 data: 0.0002 max mem: 29860 [13:29:16.191832] Epoch: [115] [ 80/2904] eta: 0:46:17 lr: 0.002343 loss: 0.1853 (0.1965) loss_rec_all: 0.2115 (0.2224) loss_rec_sfr: 0.2457 (0.2865) loss_cl: -0.2792 (-0.2789) time: 0.7444 data: 0.0002 max mem: 29860 [13:29:31.101448] Epoch: [115] [ 100/2904] eta: 0:43:45 lr: 0.002343 loss: 0.1891 (0.1972) loss_rec_all: 0.2151 (0.2230) loss_rec_sfr: 0.2907 (0.2908) loss_cl: -0.2791 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [13:29:46.008937] Epoch: [115] [ 120/2904] eta: 0:41:59 lr: 0.002343 loss: 0.1901 (0.1979) loss_rec_all: 0.2159 (0.2237) loss_rec_sfr: 0.2830 (0.2916) loss_cl: -0.2784 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [13:30:00.925816] Epoch: [115] [ 140/2904] eta: 0:40:38 lr: 0.002343 loss: 0.1972 (0.1994) loss_rec_all: 0.2235 (0.2252) loss_rec_sfr: 0.2861 (0.2948) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [13:30:15.871379] Epoch: [115] [ 160/2904] eta: 0:39:35 lr: 0.002343 loss: 0.1905 (0.2004) loss_rec_all: 0.2167 (0.2262) loss_rec_sfr: 0.2869 (0.2983) loss_cl: -0.2790 (-0.2788) time: 0.7472 data: 0.0002 max mem: 29860 [13:30:30.793198] Epoch: [115] [ 180/2904] eta: 0:38:41 lr: 0.002343 loss: 0.1909 (0.2004) loss_rec_all: 0.2170 (0.2262) loss_rec_sfr: 0.2859 (0.2987) loss_cl: -0.2790 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [13:30:45.878122] Epoch: [115] [ 200/2904] eta: 0:37:58 lr: 0.002343 loss: 0.1918 (0.2004) loss_rec_all: 0.2177 (0.2262) loss_rec_sfr: 0.2751 (0.2983) loss_cl: -0.2777 (-0.2787) time: 0.7542 data: 0.0002 max mem: 29860 [13:31:00.805592] Epoch: [115] [ 220/2904] eta: 0:37:18 lr: 0.002343 loss: 0.1927 (0.2007) loss_rec_all: 0.2182 (0.2265) loss_rec_sfr: 0.2750 (0.2991) loss_cl: -0.2780 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [13:31:15.725088] Epoch: [115] [ 240/2904] eta: 0:36:41 lr: 0.002343 loss: 0.1915 (0.2007) loss_rec_all: 0.2173 (0.2265) loss_rec_sfr: 0.2911 (0.2996) loss_cl: -0.2789 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [13:31:30.646450] Epoch: [115] [ 260/2904] eta: 0:36:09 lr: 0.002343 loss: 0.1913 (0.2010) loss_rec_all: 0.2171 (0.2268) loss_rec_sfr: 0.2939 (0.3007) loss_cl: -0.2794 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [13:31:45.564226] Epoch: [115] [ 280/2904] eta: 0:35:38 lr: 0.002343 loss: 0.1872 (0.2001) loss_rec_all: 0.2133 (0.2259) loss_rec_sfr: 0.2418 (0.2972) loss_cl: -0.2794 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [13:32:00.480614] Epoch: [115] [ 300/2904] eta: 0:35:10 lr: 0.002343 loss: 0.1928 (0.2001) loss_rec_all: 0.2191 (0.2259) loss_rec_sfr: 0.2718 (0.2970) loss_cl: -0.2786 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [13:32:15.422428] Epoch: [115] [ 320/2904] eta: 0:34:44 lr: 0.002343 loss: 0.1927 (0.2009) loss_rec_all: 0.2187 (0.2266) loss_rec_sfr: 0.2927 (0.2996) loss_cl: -0.2788 (-0.2787) time: 0.7470 data: 0.0002 max mem: 29860 [13:32:30.345681] Epoch: [115] [ 340/2904] eta: 0:34:18 lr: 0.002343 loss: 0.1876 (0.2006) loss_rec_all: 0.2134 (0.2264) loss_rec_sfr: 0.2753 (0.2981) loss_cl: -0.2792 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [13:32:45.266158] Epoch: [115] [ 360/2904] eta: 0:33:54 lr: 0.002343 loss: 0.1895 (0.2007) loss_rec_all: 0.2157 (0.2265) loss_rec_sfr: 0.2817 (0.2985) loss_cl: -0.2783 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [13:33:00.181989] Epoch: [115] [ 380/2904] eta: 0:33:31 lr: 0.002343 loss: 0.1869 (0.2004) loss_rec_all: 0.2132 (0.2262) loss_rec_sfr: 0.2619 (0.2977) loss_cl: -0.2791 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [13:33:15.100756] Epoch: [115] [ 400/2904] eta: 0:33:09 lr: 0.002343 loss: 0.1910 (0.2005) loss_rec_all: 0.2175 (0.2263) loss_rec_sfr: 0.2782 (0.2981) loss_cl: -0.2791 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [13:33:30.023698] Epoch: [115] [ 420/2904] eta: 0:32:47 lr: 0.002343 loss: 0.1925 (0.2007) loss_rec_all: 0.2184 (0.2265) loss_rec_sfr: 0.2673 (0.2983) loss_cl: -0.2784 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [13:33:44.941391] Epoch: [115] [ 440/2904] eta: 0:32:26 lr: 0.002343 loss: 0.1886 (0.2007) loss_rec_all: 0.2144 (0.2264) loss_rec_sfr: 0.2848 (0.2983) loss_cl: -0.2791 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [13:33:59.856332] Epoch: [115] [ 460/2904] eta: 0:32:06 lr: 0.002343 loss: 0.1913 (0.2008) loss_rec_all: 0.2172 (0.2265) loss_rec_sfr: 0.2778 (0.2986) loss_cl: -0.2788 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [13:34:14.774791] Epoch: [115] [ 480/2904] eta: 0:31:46 lr: 0.002343 loss: 0.1956 (0.2008) loss_rec_all: 0.2217 (0.2266) loss_rec_sfr: 0.2759 (0.2986) loss_cl: -0.2792 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [13:34:29.697314] Epoch: [115] [ 500/2904] eta: 0:31:26 lr: 0.002343 loss: 0.1926 (0.2008) loss_rec_all: 0.2185 (0.2266) loss_rec_sfr: 0.2725 (0.2987) loss_cl: -0.2796 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [13:34:44.619154] Epoch: [115] [ 520/2904] eta: 0:31:07 lr: 0.002343 loss: 0.1871 (0.2005) loss_rec_all: 0.2134 (0.2263) loss_rec_sfr: 0.2522 (0.2978) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [13:34:59.536361] Epoch: [115] [ 540/2904] eta: 0:30:48 lr: 0.002343 loss: 0.1880 (0.2004) loss_rec_all: 0.2138 (0.2262) loss_rec_sfr: 0.2824 (0.2976) loss_cl: -0.2785 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [13:35:14.455864] Epoch: [115] [ 560/2904] eta: 0:30:29 lr: 0.002342 loss: 0.1894 (0.2002) loss_rec_all: 0.2154 (0.2260) loss_rec_sfr: 0.2692 (0.2970) loss_cl: -0.2784 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [13:35:29.371808] Epoch: [115] [ 580/2904] eta: 0:30:11 lr: 0.002342 loss: 0.1953 (0.2004) loss_rec_all: 0.2213 (0.2262) loss_rec_sfr: 0.2724 (0.2972) loss_cl: -0.2783 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [13:35:44.267733] Epoch: [115] [ 600/2904] eta: 0:29:53 lr: 0.002342 loss: 0.1942 (0.2005) loss_rec_all: 0.2206 (0.2263) loss_rec_sfr: 0.2855 (0.2976) loss_cl: -0.2795 (-0.2787) time: 0.7448 data: 0.0002 max mem: 29860 [13:35:59.186117] Epoch: [115] [ 620/2904] eta: 0:29:35 lr: 0.002342 loss: 0.1911 (0.2007) loss_rec_all: 0.2168 (0.2265) loss_rec_sfr: 0.2914 (0.2987) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [13:36:14.100040] Epoch: [115] [ 640/2904] eta: 0:29:17 lr: 0.002342 loss: 0.1926 (0.2008) loss_rec_all: 0.2183 (0.2266) loss_rec_sfr: 0.2844 (0.2991) loss_cl: -0.2786 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [13:36:29.021747] Epoch: [115] [ 660/2904] eta: 0:28:59 lr: 0.002342 loss: 0.1909 (0.2007) loss_rec_all: 0.2171 (0.2265) loss_rec_sfr: 0.2467 (0.2988) loss_cl: -0.2789 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [13:36:43.939239] Epoch: [115] [ 680/2904] eta: 0:28:42 lr: 0.002342 loss: 0.1934 (0.2008) loss_rec_all: 0.2195 (0.2266) loss_rec_sfr: 0.2781 (0.2989) loss_cl: -0.2788 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [13:36:58.853780] Epoch: [115] [ 700/2904] eta: 0:28:25 lr: 0.002342 loss: 0.1919 (0.2009) loss_rec_all: 0.2176 (0.2267) loss_rec_sfr: 0.3001 (0.2995) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [13:37:13.768953] Epoch: [115] [ 720/2904] eta: 0:28:07 lr: 0.002342 loss: 0.1922 (0.2008) loss_rec_all: 0.2181 (0.2266) loss_rec_sfr: 0.2746 (0.2987) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [13:37:28.690556] Epoch: [115] [ 740/2904] eta: 0:27:50 lr: 0.002342 loss: 0.1877 (0.2007) loss_rec_all: 0.2138 (0.2265) loss_rec_sfr: 0.2787 (0.2985) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [13:37:43.610449] Epoch: [115] [ 760/2904] eta: 0:27:33 lr: 0.002342 loss: 0.1941 (0.2007) loss_rec_all: 0.2200 (0.2265) loss_rec_sfr: 0.2764 (0.2988) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [13:37:58.529583] Epoch: [115] [ 780/2904] eta: 0:27:17 lr: 0.002342 loss: 0.1907 (0.2009) loss_rec_all: 0.2165 (0.2267) loss_rec_sfr: 0.2803 (0.2993) loss_cl: -0.2784 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [13:38:13.450759] Epoch: [115] [ 800/2904] eta: 0:27:00 lr: 0.002342 loss: 0.1887 (0.2008) loss_rec_all: 0.2146 (0.2266) loss_rec_sfr: 0.2821 (0.2991) loss_cl: -0.2789 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [13:38:28.369164] Epoch: [115] [ 820/2904] eta: 0:26:43 lr: 0.002342 loss: 0.1897 (0.2009) loss_rec_all: 0.2154 (0.2267) loss_rec_sfr: 0.2870 (0.2994) loss_cl: -0.2785 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [13:38:43.273323] Epoch: [115] [ 840/2904] eta: 0:26:27 lr: 0.002342 loss: 0.1895 (0.2009) loss_rec_all: 0.2153 (0.2267) loss_rec_sfr: 0.2687 (0.2994) loss_cl: -0.2788 (-0.2787) time: 0.7452 data: 0.0002 max mem: 29860 [13:38:58.187152] Epoch: [115] [ 860/2904] eta: 0:26:10 lr: 0.002342 loss: 0.1874 (0.2010) loss_rec_all: 0.2134 (0.2268) loss_rec_sfr: 0.2883 (0.3000) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [13:39:13.099038] Epoch: [115] [ 880/2904] eta: 0:25:54 lr: 0.002342 loss: 0.1895 (0.2010) loss_rec_all: 0.2156 (0.2268) loss_rec_sfr: 0.2868 (0.3002) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [13:39:28.019429] Epoch: [115] [ 900/2904] eta: 0:25:37 lr: 0.002342 loss: 0.1886 (0.2008) loss_rec_all: 0.2148 (0.2266) loss_rec_sfr: 0.2756 (0.2996) loss_cl: -0.2783 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [13:39:42.936606] Epoch: [115] [ 920/2904] eta: 0:25:21 lr: 0.002342 loss: 0.1909 (0.2008) loss_rec_all: 0.2171 (0.2265) loss_rec_sfr: 0.2895 (0.2998) loss_cl: -0.2782 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [13:39:57.854601] Epoch: [115] [ 940/2904] eta: 0:25:05 lr: 0.002342 loss: 0.1899 (0.2006) loss_rec_all: 0.2158 (0.2264) loss_rec_sfr: 0.2697 (0.2995) loss_cl: -0.2800 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [13:40:12.777595] Epoch: [115] [ 960/2904] eta: 0:24:49 lr: 0.002342 loss: 0.1923 (0.2007) loss_rec_all: 0.2181 (0.2265) loss_rec_sfr: 0.2766 (0.2998) loss_cl: -0.2794 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [13:40:27.695629] Epoch: [115] [ 980/2904] eta: 0:24:33 lr: 0.002342 loss: 0.1891 (0.2006) loss_rec_all: 0.2154 (0.2264) loss_rec_sfr: 0.2803 (0.2995) loss_cl: -0.2782 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [13:40:42.619338] Epoch: [115] [1000/2904] eta: 0:24:17 lr: 0.002342 loss: 0.1928 (0.2006) loss_rec_all: 0.2187 (0.2264) loss_rec_sfr: 0.2848 (0.2996) loss_cl: -0.2778 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [13:40:57.544817] Epoch: [115] [1020/2904] eta: 0:24:01 lr: 0.002342 loss: 0.1893 (0.2004) loss_rec_all: 0.2155 (0.2262) loss_rec_sfr: 0.2710 (0.2989) loss_cl: -0.2787 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [13:41:12.467111] Epoch: [115] [1040/2904] eta: 0:23:45 lr: 0.002342 loss: 0.1907 (0.2004) loss_rec_all: 0.2170 (0.2262) loss_rec_sfr: 0.2762 (0.2987) loss_cl: -0.2794 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [13:41:27.392820] Epoch: [115] [1060/2904] eta: 0:23:29 lr: 0.002342 loss: 0.1898 (0.2004) loss_rec_all: 0.2161 (0.2262) loss_rec_sfr: 0.2718 (0.2985) loss_cl: -0.2798 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [13:41:42.312639] Epoch: [115] [1080/2904] eta: 0:23:13 lr: 0.002342 loss: 0.1916 (0.2004) loss_rec_all: 0.2176 (0.2261) loss_rec_sfr: 0.2822 (0.2986) loss_cl: -0.2781 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [13:41:57.233894] Epoch: [115] [1100/2904] eta: 0:22:57 lr: 0.002342 loss: 0.1905 (0.2003) loss_rec_all: 0.2160 (0.2261) loss_rec_sfr: 0.2845 (0.2984) loss_cl: -0.2779 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [13:42:12.151825] Epoch: [115] [1120/2904] eta: 0:22:41 lr: 0.002342 loss: 0.1876 (0.2004) loss_rec_all: 0.2136 (0.2262) loss_rec_sfr: 0.2858 (0.2988) loss_cl: -0.2797 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [13:42:27.073963] Epoch: [115] [1140/2904] eta: 0:22:25 lr: 0.002342 loss: 0.1923 (0.2005) loss_rec_all: 0.2186 (0.2263) loss_rec_sfr: 0.2664 (0.2988) loss_cl: -0.2802 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [13:42:41.995706] Epoch: [115] [1160/2904] eta: 0:22:10 lr: 0.002342 loss: 0.1881 (0.2003) loss_rec_all: 0.2141 (0.2261) loss_rec_sfr: 0.2466 (0.2982) loss_cl: -0.2793 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [13:42:56.920314] Epoch: [115] [1180/2904] eta: 0:21:54 lr: 0.002342 loss: 0.1899 (0.2005) loss_rec_all: 0.2156 (0.2263) loss_rec_sfr: 0.2764 (0.2984) loss_cl: -0.2781 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [13:43:11.836442] Epoch: [115] [1200/2904] eta: 0:21:38 lr: 0.002342 loss: 0.1868 (0.2004) loss_rec_all: 0.2128 (0.2262) loss_rec_sfr: 0.2885 (0.2985) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [13:43:26.758183] Epoch: [115] [1220/2904] eta: 0:21:22 lr: 0.002342 loss: 0.1922 (0.2004) loss_rec_all: 0.2185 (0.2262) loss_rec_sfr: 0.2802 (0.2986) loss_cl: -0.2794 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [13:43:41.675598] Epoch: [115] [1240/2904] eta: 0:21:07 lr: 0.002342 loss: 0.1929 (0.2005) loss_rec_all: 0.2192 (0.2263) loss_rec_sfr: 0.2792 (0.2989) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [13:43:56.591783] Epoch: [115] [1260/2904] eta: 0:20:51 lr: 0.002342 loss: 0.1891 (0.2004) loss_rec_all: 0.2150 (0.2262) loss_rec_sfr: 0.2768 (0.2985) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [13:44:11.505393] Epoch: [115] [1280/2904] eta: 0:20:35 lr: 0.002342 loss: 0.1946 (0.2006) loss_rec_all: 0.2201 (0.2263) loss_rec_sfr: 0.2856 (0.2991) loss_cl: -0.2782 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [13:44:26.420277] Epoch: [115] [1300/2904] eta: 0:20:20 lr: 0.002342 loss: 0.1878 (0.2006) loss_rec_all: 0.2140 (0.2264) loss_rec_sfr: 0.2602 (0.2990) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [13:44:41.330203] Epoch: [115] [1320/2904] eta: 0:20:04 lr: 0.002342 loss: 0.1901 (0.2005) loss_rec_all: 0.2161 (0.2263) loss_rec_sfr: 0.2772 (0.2988) loss_cl: -0.2795 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [13:44:56.237846] Epoch: [115] [1340/2904] eta: 0:19:49 lr: 0.002342 loss: 0.1923 (0.2006) loss_rec_all: 0.2183 (0.2264) loss_rec_sfr: 0.2707 (0.2990) loss_cl: -0.2789 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [13:45:11.155002] Epoch: [115] [1360/2904] eta: 0:19:33 lr: 0.002342 loss: 0.1890 (0.2006) loss_rec_all: 0.2153 (0.2264) loss_rec_sfr: 0.2375 (0.2987) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [13:45:26.073973] Epoch: [115] [1380/2904] eta: 0:19:18 lr: 0.002342 loss: 0.1869 (0.2005) loss_rec_all: 0.2133 (0.2263) loss_rec_sfr: 0.2894 (0.2986) loss_cl: -0.2797 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [13:45:40.988215] Epoch: [115] [1400/2904] eta: 0:19:02 lr: 0.002342 loss: 0.1869 (0.2004) loss_rec_all: 0.2127 (0.2262) loss_rec_sfr: 0.2758 (0.2984) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [13:45:55.906228] Epoch: [115] [1420/2904] eta: 0:18:47 lr: 0.002342 loss: 0.1889 (0.2003) loss_rec_all: 0.2148 (0.2261) loss_rec_sfr: 0.2681 (0.2980) loss_cl: -0.2778 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [13:46:10.822851] Epoch: [115] [1440/2904] eta: 0:18:31 lr: 0.002342 loss: 0.1920 (0.2003) loss_rec_all: 0.2179 (0.2261) loss_rec_sfr: 0.2488 (0.2979) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [13:46:25.736249] Epoch: [115] [1460/2904] eta: 0:18:16 lr: 0.002342 loss: 0.1908 (0.2004) loss_rec_all: 0.2175 (0.2262) loss_rec_sfr: 0.2836 (0.2981) loss_cl: -0.2804 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [13:46:40.647563] Epoch: [115] [1480/2904] eta: 0:18:00 lr: 0.002342 loss: 0.1875 (0.2003) loss_rec_all: 0.2137 (0.2261) loss_rec_sfr: 0.2752 (0.2979) loss_cl: -0.2785 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [13:46:55.556232] Epoch: [115] [1500/2904] eta: 0:17:45 lr: 0.002342 loss: 0.1906 (0.2004) loss_rec_all: 0.2165 (0.2262) loss_rec_sfr: 0.2695 (0.2981) loss_cl: -0.2782 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [13:47:10.471952] Epoch: [115] [1520/2904] eta: 0:17:29 lr: 0.002342 loss: 0.1922 (0.2004) loss_rec_all: 0.2180 (0.2262) loss_rec_sfr: 0.2879 (0.2981) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [13:47:25.394459] Epoch: [115] [1540/2904] eta: 0:17:14 lr: 0.002342 loss: 0.1913 (0.2004) loss_rec_all: 0.2173 (0.2262) loss_rec_sfr: 0.2923 (0.2983) loss_cl: -0.2782 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [13:47:40.316531] Epoch: [115] [1560/2904] eta: 0:16:59 lr: 0.002342 loss: 0.1904 (0.2005) loss_rec_all: 0.2163 (0.2263) loss_rec_sfr: 0.2898 (0.2986) loss_cl: -0.2783 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [13:47:55.231979] Epoch: [115] [1580/2904] eta: 0:16:43 lr: 0.002342 loss: 0.1883 (0.2005) loss_rec_all: 0.2145 (0.2263) loss_rec_sfr: 0.2718 (0.2986) loss_cl: -0.2794 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [13:48:10.146286] Epoch: [115] [1600/2904] eta: 0:16:28 lr: 0.002342 loss: 0.1948 (0.2006) loss_rec_all: 0.2208 (0.2264) loss_rec_sfr: 0.2851 (0.2989) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [13:48:25.059290] Epoch: [115] [1620/2904] eta: 0:16:13 lr: 0.002342 loss: 0.1956 (0.2008) loss_rec_all: 0.2216 (0.2266) loss_rec_sfr: 0.2980 (0.2997) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [13:48:39.971868] Epoch: [115] [1640/2904] eta: 0:15:57 lr: 0.002342 loss: 0.1894 (0.2009) loss_rec_all: 0.2157 (0.2266) loss_rec_sfr: 0.2566 (0.2996) loss_cl: -0.2784 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [13:48:54.889314] Epoch: [115] [1660/2904] eta: 0:15:42 lr: 0.002342 loss: 0.1882 (0.2008) loss_rec_all: 0.2143 (0.2266) loss_rec_sfr: 0.2726 (0.2994) loss_cl: -0.2794 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [13:49:09.811363] Epoch: [115] [1680/2904] eta: 0:15:27 lr: 0.002342 loss: 0.1919 (0.2009) loss_rec_all: 0.2179 (0.2267) loss_rec_sfr: 0.2960 (0.2998) loss_cl: -0.2793 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [13:49:24.730873] Epoch: [115] [1700/2904] eta: 0:15:11 lr: 0.002342 loss: 0.1884 (0.2008) loss_rec_all: 0.2144 (0.2266) loss_rec_sfr: 0.2775 (0.2998) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [13:49:39.638988] Epoch: [115] [1720/2904] eta: 0:14:56 lr: 0.002342 loss: 0.1880 (0.2008) loss_rec_all: 0.2144 (0.2266) loss_rec_sfr: 0.2682 (0.2997) loss_cl: -0.2783 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [13:49:54.551197] Epoch: [115] [1740/2904] eta: 0:14:41 lr: 0.002342 loss: 0.1916 (0.2008) loss_rec_all: 0.2178 (0.2266) loss_rec_sfr: 0.2643 (0.2995) loss_cl: -0.2778 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [13:50:09.461283] Epoch: [115] [1760/2904] eta: 0:14:25 lr: 0.002342 loss: 0.1910 (0.2008) loss_rec_all: 0.2168 (0.2266) loss_rec_sfr: 0.3002 (0.2996) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [13:50:24.378995] Epoch: [115] [1780/2904] eta: 0:14:10 lr: 0.002342 loss: 0.1904 (0.2008) loss_rec_all: 0.2164 (0.2266) loss_rec_sfr: 0.2761 (0.2994) loss_cl: -0.2796 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [13:50:39.293598] Epoch: [115] [1800/2904] eta: 0:13:55 lr: 0.002342 loss: 0.1879 (0.2007) loss_rec_all: 0.2142 (0.2265) loss_rec_sfr: 0.2837 (0.2993) loss_cl: -0.2794 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [13:50:54.211397] Epoch: [115] [1820/2904] eta: 0:13:40 lr: 0.002342 loss: 0.1862 (0.2007) loss_rec_all: 0.2117 (0.2265) loss_rec_sfr: 0.2805 (0.2991) loss_cl: -0.2778 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [13:51:09.135402] Epoch: [115] [1840/2904] eta: 0:13:24 lr: 0.002342 loss: 0.1911 (0.2006) loss_rec_all: 0.2169 (0.2264) loss_rec_sfr: 0.2781 (0.2990) loss_cl: -0.2781 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [13:51:24.051564] Epoch: [115] [1860/2904] eta: 0:13:09 lr: 0.002342 loss: 0.1888 (0.2006) loss_rec_all: 0.2147 (0.2264) loss_rec_sfr: 0.2550 (0.2988) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [13:51:38.964551] Epoch: [115] [1880/2904] eta: 0:12:54 lr: 0.002342 loss: 0.1912 (0.2006) loss_rec_all: 0.2170 (0.2264) loss_rec_sfr: 0.2884 (0.2989) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [13:51:53.878706] Epoch: [115] [1900/2904] eta: 0:12:39 lr: 0.002342 loss: 0.1925 (0.2007) loss_rec_all: 0.2183 (0.2264) loss_rec_sfr: 0.2856 (0.2992) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [13:52:08.796878] Epoch: [115] [1920/2904] eta: 0:12:23 lr: 0.002342 loss: 0.1926 (0.2006) loss_rec_all: 0.2186 (0.2264) loss_rec_sfr: 0.2683 (0.2992) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [13:52:23.707866] Epoch: [115] [1940/2904] eta: 0:12:08 lr: 0.002342 loss: 0.1923 (0.2006) loss_rec_all: 0.2184 (0.2264) loss_rec_sfr: 0.2848 (0.2992) loss_cl: -0.2793 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [13:52:38.622622] Epoch: [115] [1960/2904] eta: 0:11:53 lr: 0.002342 loss: 0.1891 (0.2006) loss_rec_all: 0.2148 (0.2264) loss_rec_sfr: 0.2704 (0.2990) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [13:52:53.538715] Epoch: [115] [1980/2904] eta: 0:11:38 lr: 0.002342 loss: 0.1911 (0.2006) loss_rec_all: 0.2168 (0.2263) loss_rec_sfr: 0.2760 (0.2991) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [13:53:08.463062] Epoch: [115] [2000/2904] eta: 0:11:23 lr: 0.002342 loss: 0.1918 (0.2005) loss_rec_all: 0.2182 (0.2263) loss_rec_sfr: 0.2548 (0.2988) loss_cl: -0.2788 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [13:53:23.384161] Epoch: [115] [2020/2904] eta: 0:11:07 lr: 0.002342 loss: 0.1896 (0.2006) loss_rec_all: 0.2156 (0.2264) loss_rec_sfr: 0.2998 (0.2992) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [13:53:38.298688] Epoch: [115] [2040/2904] eta: 0:10:52 lr: 0.002342 loss: 0.1907 (0.2007) loss_rec_all: 0.2166 (0.2264) loss_rec_sfr: 0.3015 (0.2994) loss_cl: -0.2794 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [13:53:53.211603] Epoch: [115] [2060/2904] eta: 0:10:37 lr: 0.002342 loss: 0.1894 (0.2006) loss_rec_all: 0.2153 (0.2264) loss_rec_sfr: 0.2814 (0.2992) loss_cl: -0.2795 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [13:54:08.123784] Epoch: [115] [2080/2904] eta: 0:10:22 lr: 0.002342 loss: 0.1878 (0.2005) loss_rec_all: 0.2135 (0.2263) loss_rec_sfr: 0.2850 (0.2991) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [13:54:23.037617] Epoch: [115] [2100/2904] eta: 0:10:07 lr: 0.002342 loss: 0.1894 (0.2005) loss_rec_all: 0.2150 (0.2263) loss_rec_sfr: 0.2789 (0.2989) loss_cl: -0.2782 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [13:54:37.956496] Epoch: [115] [2120/2904] eta: 0:09:51 lr: 0.002342 loss: 0.1937 (0.2006) loss_rec_all: 0.2193 (0.2263) loss_rec_sfr: 0.2737 (0.2991) loss_cl: -0.2780 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [13:54:52.878320] Epoch: [115] [2140/2904] eta: 0:09:36 lr: 0.002342 loss: 0.1859 (0.2004) loss_rec_all: 0.2118 (0.2262) loss_rec_sfr: 0.2673 (0.2989) loss_cl: -0.2798 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [13:55:07.795958] Epoch: [115] [2160/2904] eta: 0:09:21 lr: 0.002342 loss: 0.1898 (0.2004) loss_rec_all: 0.2156 (0.2262) loss_rec_sfr: 0.2748 (0.2988) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [13:55:22.712145] Epoch: [115] [2180/2904] eta: 0:09:06 lr: 0.002342 loss: 0.1884 (0.2004) loss_rec_all: 0.2148 (0.2262) loss_rec_sfr: 0.2756 (0.2987) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [13:55:37.625090] Epoch: [115] [2200/2904] eta: 0:08:51 lr: 0.002342 loss: 0.1919 (0.2003) loss_rec_all: 0.2183 (0.2261) loss_rec_sfr: 0.2849 (0.2986) loss_cl: -0.2798 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [13:55:52.535772] Epoch: [115] [2220/2904] eta: 0:08:36 lr: 0.002342 loss: 0.1912 (0.2003) loss_rec_all: 0.2177 (0.2261) loss_rec_sfr: 0.2664 (0.2983) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [13:56:07.446032] Epoch: [115] [2240/2904] eta: 0:08:20 lr: 0.002342 loss: 0.1871 (0.2002) loss_rec_all: 0.2136 (0.2260) loss_rec_sfr: 0.2783 (0.2981) loss_cl: -0.2792 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [13:56:22.355673] Epoch: [115] [2260/2904] eta: 0:08:05 lr: 0.002342 loss: 0.1892 (0.2003) loss_rec_all: 0.2151 (0.2260) loss_rec_sfr: 0.2852 (0.2983) loss_cl: -0.2793 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [13:56:37.270930] Epoch: [115] [2280/2904] eta: 0:07:50 lr: 0.002342 loss: 0.1870 (0.2002) loss_rec_all: 0.2130 (0.2260) loss_rec_sfr: 0.2678 (0.2981) loss_cl: -0.2793 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [13:56:52.187599] Epoch: [115] [2300/2904] eta: 0:07:35 lr: 0.002342 loss: 0.1889 (0.2002) loss_rec_all: 0.2148 (0.2259) loss_rec_sfr: 0.2754 (0.2980) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [13:57:07.101721] Epoch: [115] [2320/2904] eta: 0:07:20 lr: 0.002342 loss: 0.1910 (0.2001) loss_rec_all: 0.2175 (0.2259) loss_rec_sfr: 0.2521 (0.2979) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [13:57:22.015275] Epoch: [115] [2340/2904] eta: 0:07:05 lr: 0.002342 loss: 0.1897 (0.2001) loss_rec_all: 0.2154 (0.2259) loss_rec_sfr: 0.2669 (0.2978) loss_cl: -0.2782 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [13:57:36.931856] Epoch: [115] [2360/2904] eta: 0:06:50 lr: 0.002342 loss: 0.1918 (0.2001) loss_rec_all: 0.2182 (0.2259) loss_rec_sfr: 0.2897 (0.2978) loss_cl: -0.2782 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [13:57:51.841896] Epoch: [115] [2380/2904] eta: 0:06:35 lr: 0.002342 loss: 0.1882 (0.2001) loss_rec_all: 0.2145 (0.2259) loss_rec_sfr: 0.2719 (0.2977) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [13:58:06.760102] Epoch: [115] [2400/2904] eta: 0:06:19 lr: 0.002342 loss: 0.1975 (0.2002) loss_rec_all: 0.2234 (0.2260) loss_rec_sfr: 0.3091 (0.2983) loss_cl: -0.2794 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [13:58:21.677039] Epoch: [115] [2420/2904] eta: 0:06:04 lr: 0.002342 loss: 0.1934 (0.2003) loss_rec_all: 0.2192 (0.2261) loss_rec_sfr: 0.2700 (0.2985) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [13:58:36.590449] Epoch: [115] [2440/2904] eta: 0:05:49 lr: 0.002342 loss: 0.1886 (0.2003) loss_rec_all: 0.2148 (0.2260) loss_rec_sfr: 0.2827 (0.2984) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [13:58:51.513107] Epoch: [115] [2460/2904] eta: 0:05:34 lr: 0.002342 loss: 0.1893 (0.2003) loss_rec_all: 0.2156 (0.2261) loss_rec_sfr: 0.2868 (0.2984) loss_cl: -0.2781 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [13:59:06.433480] Epoch: [115] [2480/2904] eta: 0:05:19 lr: 0.002341 loss: 0.1865 (0.2002) loss_rec_all: 0.2128 (0.2260) loss_rec_sfr: 0.2679 (0.2982) loss_cl: -0.2792 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [13:59:21.347682] Epoch: [115] [2500/2904] eta: 0:05:04 lr: 0.002341 loss: 0.1890 (0.2002) loss_rec_all: 0.2153 (0.2260) loss_rec_sfr: 0.2679 (0.2982) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [13:59:36.264944] Epoch: [115] [2520/2904] eta: 0:04:49 lr: 0.002341 loss: 0.1931 (0.2002) loss_rec_all: 0.2187 (0.2260) loss_rec_sfr: 0.2800 (0.2981) loss_cl: -0.2781 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [13:59:51.185462] Epoch: [115] [2540/2904] eta: 0:04:34 lr: 0.002341 loss: 0.1869 (0.2001) loss_rec_all: 0.2128 (0.2259) loss_rec_sfr: 0.2463 (0.2978) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [14:00:06.098310] Epoch: [115] [2560/2904] eta: 0:04:19 lr: 0.002341 loss: 0.1928 (0.2000) loss_rec_all: 0.2185 (0.2258) loss_rec_sfr: 0.2717 (0.2975) loss_cl: -0.2793 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [14:00:21.014489] Epoch: [115] [2580/2904] eta: 0:04:04 lr: 0.002341 loss: 0.1925 (0.2001) loss_rec_all: 0.2185 (0.2259) loss_rec_sfr: 0.2859 (0.2976) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [14:00:35.929761] Epoch: [115] [2600/2904] eta: 0:03:49 lr: 0.002341 loss: 0.1878 (0.2001) loss_rec_all: 0.2142 (0.2258) loss_rec_sfr: 0.2727 (0.2976) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [14:00:50.843040] Epoch: [115] [2620/2904] eta: 0:03:33 lr: 0.002341 loss: 0.1908 (0.2001) loss_rec_all: 0.2165 (0.2259) loss_rec_sfr: 0.2896 (0.2977) loss_cl: -0.2801 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [14:01:05.758087] Epoch: [115] [2640/2904] eta: 0:03:18 lr: 0.002341 loss: 0.1981 (0.2001) loss_rec_all: 0.2239 (0.2259) loss_rec_sfr: 0.2717 (0.2979) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [14:01:20.675006] Epoch: [115] [2660/2904] eta: 0:03:03 lr: 0.002341 loss: 0.1936 (0.2002) loss_rec_all: 0.2197 (0.2260) loss_rec_sfr: 0.2938 (0.2981) loss_cl: -0.2774 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [14:01:35.590183] Epoch: [115] [2680/2904] eta: 0:02:48 lr: 0.002341 loss: 0.1875 (0.2002) loss_rec_all: 0.2137 (0.2260) loss_rec_sfr: 0.2381 (0.2978) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [14:01:50.504484] Epoch: [115] [2700/2904] eta: 0:02:33 lr: 0.002341 loss: 0.1922 (0.2001) loss_rec_all: 0.2180 (0.2259) loss_rec_sfr: 0.2810 (0.2978) loss_cl: -0.2793 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [14:02:05.419136] Epoch: [115] [2720/2904] eta: 0:02:18 lr: 0.002341 loss: 0.1921 (0.2001) loss_rec_all: 0.2180 (0.2259) loss_rec_sfr: 0.2733 (0.2977) loss_cl: -0.2795 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [14:02:20.335000] Epoch: [115] [2740/2904] eta: 0:02:03 lr: 0.002341 loss: 0.1910 (0.2001) loss_rec_all: 0.2168 (0.2259) loss_rec_sfr: 0.2759 (0.2976) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [14:02:35.249409] Epoch: [115] [2760/2904] eta: 0:01:48 lr: 0.002341 loss: 0.1880 (0.2001) loss_rec_all: 0.2142 (0.2259) loss_rec_sfr: 0.2730 (0.2975) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [14:02:50.166801] Epoch: [115] [2780/2904] eta: 0:01:33 lr: 0.002341 loss: 0.1875 (0.2000) loss_rec_all: 0.2133 (0.2258) loss_rec_sfr: 0.2701 (0.2973) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [14:03:05.083328] Epoch: [115] [2800/2904] eta: 0:01:18 lr: 0.002341 loss: 0.1912 (0.2000) loss_rec_all: 0.2173 (0.2258) loss_rec_sfr: 0.2661 (0.2971) loss_cl: -0.2793 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [14:03:19.997650] Epoch: [115] [2820/2904] eta: 0:01:03 lr: 0.002341 loss: 0.1923 (0.2000) loss_rec_all: 0.2182 (0.2258) loss_rec_sfr: 0.2944 (0.2973) loss_cl: -0.2778 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [14:03:34.947734] Epoch: [115] [2840/2904] eta: 0:00:48 lr: 0.002341 loss: 0.1982 (0.2002) loss_rec_all: 0.2243 (0.2259) loss_rec_sfr: 0.2990 (0.2977) loss_cl: -0.2784 (-0.2788) time: 0.7475 data: 0.0023 max mem: 29860 [14:03:49.843814] Epoch: [115] [2860/2904] eta: 0:00:33 lr: 0.002341 loss: 0.1918 (0.2001) loss_rec_all: 0.2178 (0.2259) loss_rec_sfr: 0.2528 (0.2976) loss_cl: -0.2799 (-0.2788) time: 0.7448 data: 0.0001 max mem: 29860 [14:04:04.739421] Epoch: [115] [2880/2904] eta: 0:00:18 lr: 0.002341 loss: 0.1924 (0.2001) loss_rec_all: 0.2186 (0.2259) loss_rec_sfr: 0.2766 (0.2975) loss_cl: -0.2800 (-0.2788) time: 0.7447 data: 0.0001 max mem: 29860 [14:04:19.634174] Epoch: [115] [2900/2904] eta: 0:00:03 lr: 0.002341 loss: 0.1899 (0.2001) loss_rec_all: 0.2165 (0.2259) loss_rec_sfr: 0.2463 (0.2975) loss_cl: -0.2792 (-0.2788) time: 0.7447 data: 0.0001 max mem: 29860 [14:04:21.875948] Epoch: [115] [2903/2904] eta: 0:00:00 lr: 0.002341 loss: 0.1899 (0.2001) loss_rec_all: 0.2165 (0.2259) loss_rec_sfr: 0.2667 (0.2976) loss_cl: -0.2791 (-0.2788) time: 0.7447 data: 0.0001 max mem: 29860 [14:04:23.902961] Epoch: [115] Total time: 0:36:27 (0.7532 s / it) [14:04:23.929643] Averaged stats: lr: 0.002341 loss: 0.1899 (0.2026) loss_rec_all: 0.2165 (0.2261) loss_rec_sfr: 0.2667 (0.2981) loss_cl: -0.2791 (-0.2555) [14:04:23.934412] log_dir: ./checkpoint/VF2_ViT-B [14:04:40.995582] Epoch: [116] [ 0/2904] eta: 13:45:41 lr: 0.002341 loss: 0.1828 (0.1828) loss_rec_all: 0.2091 (0.2091) loss_rec_sfr: 0.2059 (0.2059) loss_cl: -0.2771 (-0.2771) time: 17.0598 data: 14.6442 max mem: 29860 [14:04:57.736378] Epoch: [116] [ 20/2904] eta: 1:17:21 lr: 0.002341 loss: 0.1898 (0.2064) loss_rec_all: 0.2158 (0.2319) loss_rec_sfr: 0.2868 (0.3153) loss_cl: -0.2769 (-0.2769) time: 0.8370 data: 0.0002 max mem: 29860 [14:05:12.636269] Epoch: [116] [ 40/2904] eta: 0:56:41 lr: 0.002341 loss: 0.1916 (0.2036) loss_rec_all: 0.2178 (0.2292) loss_rec_sfr: 0.2678 (0.3044) loss_cl: -0.2781 (-0.2774) time: 0.7449 data: 0.0002 max mem: 29860 [14:05:27.571767] Epoch: [116] [ 60/2904] eta: 0:49:26 lr: 0.002341 loss: 0.1852 (0.2003) loss_rec_all: 0.2116 (0.2260) loss_rec_sfr: 0.2329 (0.2926) loss_cl: -0.2794 (-0.2780) time: 0.7467 data: 0.0002 max mem: 29860 [14:05:42.481378] Epoch: [116] [ 80/2904] eta: 0:45:38 lr: 0.002341 loss: 0.1886 (0.1987) loss_rec_all: 0.2144 (0.2245) loss_rec_sfr: 0.2737 (0.2897) loss_cl: -0.2796 (-0.2784) time: 0.7454 data: 0.0002 max mem: 29860 [14:05:57.404675] Epoch: [116] [ 100/2904] eta: 0:43:14 lr: 0.002341 loss: 0.1887 (0.1997) loss_rec_all: 0.2147 (0.2255) loss_rec_sfr: 0.2841 (0.2950) loss_cl: -0.2794 (-0.2785) time: 0.7461 data: 0.0003 max mem: 29860 [14:06:12.330082] Epoch: [116] [ 120/2904] eta: 0:41:33 lr: 0.002341 loss: 0.1881 (0.2003) loss_rec_all: 0.2140 (0.2261) loss_rec_sfr: 0.2895 (0.2982) loss_cl: -0.2788 (-0.2786) time: 0.7462 data: 0.0003 max mem: 29860 [14:06:27.275414] Epoch: [116] [ 140/2904] eta: 0:40:17 lr: 0.002341 loss: 0.1907 (0.2011) loss_rec_all: 0.2164 (0.2268) loss_rec_sfr: 0.2819 (0.3003) loss_cl: -0.2779 (-0.2785) time: 0.7472 data: 0.0002 max mem: 29860 [14:06:42.206786] Epoch: [116] [ 160/2904] eta: 0:39:16 lr: 0.002341 loss: 0.1899 (0.2007) loss_rec_all: 0.2162 (0.2265) loss_rec_sfr: 0.2598 (0.2970) loss_cl: -0.2791 (-0.2785) time: 0.7465 data: 0.0002 max mem: 29860 [14:06:57.129580] Epoch: [116] [ 180/2904] eta: 0:38:25 lr: 0.002341 loss: 0.1907 (0.2011) loss_rec_all: 0.2171 (0.2268) loss_rec_sfr: 0.2845 (0.2978) loss_cl: -0.2793 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [14:07:12.083201] Epoch: [116] [ 200/2904] eta: 0:37:41 lr: 0.002341 loss: 0.1886 (0.2002) loss_rec_all: 0.2149 (0.2260) loss_rec_sfr: 0.2645 (0.2944) loss_cl: -0.2794 (-0.2786) time: 0.7476 data: 0.0002 max mem: 29860 [14:07:27.014947] Epoch: [116] [ 220/2904] eta: 0:37:03 lr: 0.002341 loss: 0.1898 (0.2001) loss_rec_all: 0.2160 (0.2259) loss_rec_sfr: 0.2746 (0.2948) loss_cl: -0.2788 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [14:07:41.946042] Epoch: [116] [ 240/2904] eta: 0:36:28 lr: 0.002341 loss: 0.1932 (0.2002) loss_rec_all: 0.2195 (0.2260) loss_rec_sfr: 0.2814 (0.2952) loss_cl: -0.2786 (-0.2786) time: 0.7465 data: 0.0002 max mem: 29860 [14:07:56.885947] Epoch: [116] [ 260/2904] eta: 0:35:57 lr: 0.002341 loss: 0.1917 (0.2004) loss_rec_all: 0.2178 (0.2262) loss_rec_sfr: 0.2721 (0.2960) loss_cl: -0.2788 (-0.2786) time: 0.7470 data: 0.0002 max mem: 29860 [14:08:11.820717] Epoch: [116] [ 280/2904] eta: 0:35:27 lr: 0.002341 loss: 0.1915 (0.2007) loss_rec_all: 0.2176 (0.2265) loss_rec_sfr: 0.2903 (0.2974) loss_cl: -0.2783 (-0.2786) time: 0.7467 data: 0.0002 max mem: 29860 [14:08:26.753018] Epoch: [116] [ 300/2904] eta: 0:35:00 lr: 0.002341 loss: 0.1875 (0.2002) loss_rec_all: 0.2134 (0.2259) loss_rec_sfr: 0.2751 (0.2959) loss_cl: -0.2791 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [14:08:41.697234] Epoch: [116] [ 320/2904] eta: 0:34:34 lr: 0.002341 loss: 0.1848 (0.1997) loss_rec_all: 0.2109 (0.2255) loss_rec_sfr: 0.2803 (0.2948) loss_cl: -0.2799 (-0.2787) time: 0.7472 data: 0.0002 max mem: 29860 [14:08:56.635957] Epoch: [116] [ 340/2904] eta: 0:34:10 lr: 0.002341 loss: 0.1891 (0.1992) loss_rec_all: 0.2153 (0.2251) loss_rec_sfr: 0.2555 (0.2929) loss_cl: -0.2794 (-0.2788) time: 0.7469 data: 0.0002 max mem: 29860 [14:09:11.554728] Epoch: [116] [ 360/2904] eta: 0:33:46 lr: 0.002341 loss: 0.1886 (0.1993) loss_rec_all: 0.2146 (0.2252) loss_rec_sfr: 0.2837 (0.2933) loss_cl: -0.2783 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [14:09:26.474986] Epoch: [116] [ 380/2904] eta: 0:33:24 lr: 0.002341 loss: 0.1837 (0.1987) loss_rec_all: 0.2101 (0.2246) loss_rec_sfr: 0.2359 (0.2915) loss_cl: -0.2782 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [14:09:41.399459] Epoch: [116] [ 400/2904] eta: 0:33:02 lr: 0.002341 loss: 0.1900 (0.1989) loss_rec_all: 0.2160 (0.2247) loss_rec_sfr: 0.2766 (0.2921) loss_cl: -0.2794 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [14:09:56.318845] Epoch: [116] [ 420/2904] eta: 0:32:41 lr: 0.002341 loss: 0.1908 (0.1990) loss_rec_all: 0.2173 (0.2248) loss_rec_sfr: 0.2842 (0.2928) loss_cl: -0.2800 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [14:10:11.249909] Epoch: [116] [ 440/2904] eta: 0:32:20 lr: 0.002341 loss: 0.1883 (0.1991) loss_rec_all: 0.2142 (0.2249) loss_rec_sfr: 0.2877 (0.2933) loss_cl: -0.2792 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [14:10:26.175664] Epoch: [116] [ 460/2904] eta: 0:32:00 lr: 0.002341 loss: 0.1889 (0.1991) loss_rec_all: 0.2147 (0.2249) loss_rec_sfr: 0.2710 (0.2931) loss_cl: -0.2787 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [14:10:41.095608] Epoch: [116] [ 480/2904] eta: 0:31:40 lr: 0.002341 loss: 0.1898 (0.1993) loss_rec_all: 0.2161 (0.2251) loss_rec_sfr: 0.2815 (0.2940) loss_cl: -0.2795 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [14:10:56.014883] Epoch: [116] [ 500/2904] eta: 0:31:21 lr: 0.002341 loss: 0.1893 (0.1991) loss_rec_all: 0.2152 (0.2249) loss_rec_sfr: 0.2709 (0.2935) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [14:11:10.934096] Epoch: [116] [ 520/2904] eta: 0:31:02 lr: 0.002341 loss: 0.1860 (0.1987) loss_rec_all: 0.2119 (0.2246) loss_rec_sfr: 0.2470 (0.2918) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [14:11:25.858756] Epoch: [116] [ 540/2904] eta: 0:30:43 lr: 0.002341 loss: 0.1904 (0.1986) loss_rec_all: 0.2162 (0.2245) loss_rec_sfr: 0.2825 (0.2919) loss_cl: -0.2783 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [14:11:40.784544] Epoch: [116] [ 560/2904] eta: 0:30:25 lr: 0.002341 loss: 0.1893 (0.1985) loss_rec_all: 0.2155 (0.2243) loss_rec_sfr: 0.2833 (0.2915) loss_cl: -0.2779 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [14:11:55.717465] Epoch: [116] [ 580/2904] eta: 0:30:07 lr: 0.002341 loss: 0.1898 (0.1984) loss_rec_all: 0.2158 (0.2242) loss_rec_sfr: 0.2443 (0.2908) loss_cl: -0.2796 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [14:12:10.640724] Epoch: [116] [ 600/2904] eta: 0:29:49 lr: 0.002341 loss: 0.1923 (0.1986) loss_rec_all: 0.2186 (0.2244) loss_rec_sfr: 0.2929 (0.2915) loss_cl: -0.2797 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [14:12:25.567956] Epoch: [116] [ 620/2904] eta: 0:29:31 lr: 0.002341 loss: 0.1875 (0.1985) loss_rec_all: 0.2138 (0.2244) loss_rec_sfr: 0.2824 (0.2917) loss_cl: -0.2792 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [14:12:40.488940] Epoch: [116] [ 640/2904] eta: 0:29:13 lr: 0.002341 loss: 0.1898 (0.1985) loss_rec_all: 0.2158 (0.2243) loss_rec_sfr: 0.2693 (0.2914) loss_cl: -0.2783 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [14:12:55.408772] Epoch: [116] [ 660/2904] eta: 0:28:56 lr: 0.002341 loss: 0.1859 (0.1983) loss_rec_all: 0.2121 (0.2241) loss_rec_sfr: 0.2696 (0.2907) loss_cl: -0.2797 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [14:13:10.333194] Epoch: [116] [ 680/2904] eta: 0:28:39 lr: 0.002341 loss: 0.1893 (0.1983) loss_rec_all: 0.2157 (0.2242) loss_rec_sfr: 0.2501 (0.2906) loss_cl: -0.2792 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [14:13:25.245765] Epoch: [116] [ 700/2904] eta: 0:28:21 lr: 0.002341 loss: 0.1923 (0.1984) loss_rec_all: 0.2185 (0.2243) loss_rec_sfr: 0.2848 (0.2911) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [14:13:40.168726] Epoch: [116] [ 720/2904] eta: 0:28:04 lr: 0.002341 loss: 0.1911 (0.1985) loss_rec_all: 0.2172 (0.2243) loss_rec_sfr: 0.2854 (0.2912) loss_cl: -0.2784 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [14:13:55.089454] Epoch: [116] [ 740/2904] eta: 0:27:47 lr: 0.002341 loss: 0.1914 (0.1987) loss_rec_all: 0.2174 (0.2245) loss_rec_sfr: 0.2693 (0.2914) loss_cl: -0.2798 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [14:14:10.010298] Epoch: [116] [ 760/2904] eta: 0:27:31 lr: 0.002341 loss: 0.1873 (0.1985) loss_rec_all: 0.2138 (0.2243) loss_rec_sfr: 0.2743 (0.2908) loss_cl: -0.2797 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [14:14:24.924159] Epoch: [116] [ 780/2904] eta: 0:27:14 lr: 0.002341 loss: 0.1907 (0.1987) loss_rec_all: 0.2170 (0.2245) loss_rec_sfr: 0.2581 (0.2913) loss_cl: -0.2782 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [14:14:39.842341] Epoch: [116] [ 800/2904] eta: 0:26:57 lr: 0.002341 loss: 0.1885 (0.1988) loss_rec_all: 0.2144 (0.2246) loss_rec_sfr: 0.2755 (0.2914) loss_cl: -0.2772 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [14:14:54.751966] Epoch: [116] [ 820/2904] eta: 0:26:41 lr: 0.002341 loss: 0.1907 (0.1988) loss_rec_all: 0.2165 (0.2246) loss_rec_sfr: 0.2742 (0.2915) loss_cl: -0.2788 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [14:15:09.673059] Epoch: [116] [ 840/2904] eta: 0:26:24 lr: 0.002341 loss: 0.1895 (0.1988) loss_rec_all: 0.2155 (0.2246) loss_rec_sfr: 0.2727 (0.2915) loss_cl: -0.2792 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [14:15:24.584856] Epoch: [116] [ 860/2904] eta: 0:26:08 lr: 0.002341 loss: 0.1926 (0.1989) loss_rec_all: 0.2183 (0.2248) loss_rec_sfr: 0.2855 (0.2921) loss_cl: -0.2794 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [14:15:39.495191] Epoch: [116] [ 880/2904] eta: 0:25:51 lr: 0.002341 loss: 0.1897 (0.1988) loss_rec_all: 0.2155 (0.2246) loss_rec_sfr: 0.2790 (0.2917) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [14:15:54.408075] Epoch: [116] [ 900/2904] eta: 0:25:35 lr: 0.002341 loss: 0.1916 (0.1988) loss_rec_all: 0.2176 (0.2246) loss_rec_sfr: 0.2653 (0.2917) loss_cl: -0.2781 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [14:16:09.343148] Epoch: [116] [ 920/2904] eta: 0:25:19 lr: 0.002341 loss: 0.1916 (0.1988) loss_rec_all: 0.2178 (0.2247) loss_rec_sfr: 0.2549 (0.2916) loss_cl: -0.2786 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [14:16:24.258839] Epoch: [116] [ 940/2904] eta: 0:25:03 lr: 0.002341 loss: 0.1869 (0.1989) loss_rec_all: 0.2131 (0.2247) loss_rec_sfr: 0.2678 (0.2918) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [14:16:39.178900] Epoch: [116] [ 960/2904] eta: 0:24:47 lr: 0.002341 loss: 0.1895 (0.1990) loss_rec_all: 0.2154 (0.2248) loss_rec_sfr: 0.2858 (0.2923) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [14:16:54.097993] Epoch: [116] [ 980/2904] eta: 0:24:31 lr: 0.002341 loss: 0.1915 (0.1992) loss_rec_all: 0.2178 (0.2250) loss_rec_sfr: 0.2843 (0.2930) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [14:17:09.022465] Epoch: [116] [1000/2904] eta: 0:24:15 lr: 0.002341 loss: 0.1918 (0.1993) loss_rec_all: 0.2180 (0.2251) loss_rec_sfr: 0.2906 (0.2934) loss_cl: -0.2788 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [14:17:23.943443] Epoch: [116] [1020/2904] eta: 0:23:59 lr: 0.002341 loss: 0.1949 (0.1995) loss_rec_all: 0.2212 (0.2253) loss_rec_sfr: 0.2912 (0.2939) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [14:17:38.862377] Epoch: [116] [1040/2904] eta: 0:23:43 lr: 0.002341 loss: 0.1977 (0.1997) loss_rec_all: 0.2237 (0.2255) loss_rec_sfr: 0.2826 (0.2946) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [14:17:53.780313] Epoch: [116] [1060/2904] eta: 0:23:27 lr: 0.002341 loss: 0.1911 (0.1997) loss_rec_all: 0.2169 (0.2255) loss_rec_sfr: 0.2671 (0.2942) loss_cl: -0.2781 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [14:18:08.707903] Epoch: [116] [1080/2904] eta: 0:23:11 lr: 0.002341 loss: 0.1931 (0.1999) loss_rec_all: 0.2189 (0.2257) loss_rec_sfr: 0.2955 (0.2952) loss_cl: -0.2791 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [14:18:23.625870] Epoch: [116] [1100/2904] eta: 0:22:55 lr: 0.002341 loss: 0.1939 (0.2000) loss_rec_all: 0.2198 (0.2258) loss_rec_sfr: 0.2752 (0.2952) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [14:18:38.543337] Epoch: [116] [1120/2904] eta: 0:22:39 lr: 0.002341 loss: 0.1913 (0.1999) loss_rec_all: 0.2172 (0.2257) loss_rec_sfr: 0.2853 (0.2950) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [14:18:53.461358] Epoch: [116] [1140/2904] eta: 0:22:24 lr: 0.002341 loss: 0.1880 (0.1999) loss_rec_all: 0.2139 (0.2258) loss_rec_sfr: 0.2872 (0.2953) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [14:19:08.377905] Epoch: [116] [1160/2904] eta: 0:22:08 lr: 0.002341 loss: 0.1896 (0.2000) loss_rec_all: 0.2153 (0.2258) loss_rec_sfr: 0.2751 (0.2954) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [14:19:23.298640] Epoch: [116] [1180/2904] eta: 0:21:52 lr: 0.002341 loss: 0.1901 (0.1999) loss_rec_all: 0.2160 (0.2257) loss_rec_sfr: 0.2525 (0.2949) loss_cl: -0.2793 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [14:19:38.222489] Epoch: [116] [1200/2904] eta: 0:21:37 lr: 0.002341 loss: 0.1882 (0.1998) loss_rec_all: 0.2141 (0.2256) loss_rec_sfr: 0.2867 (0.2947) loss_cl: -0.2785 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [14:19:53.144516] Epoch: [116] [1220/2904] eta: 0:21:21 lr: 0.002341 loss: 0.1887 (0.2000) loss_rec_all: 0.2152 (0.2258) loss_rec_sfr: 0.2738 (0.2952) loss_cl: -0.2788 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [14:20:08.056969] Epoch: [116] [1240/2904] eta: 0:21:05 lr: 0.002341 loss: 0.1866 (0.1999) loss_rec_all: 0.2126 (0.2258) loss_rec_sfr: 0.2898 (0.2953) loss_cl: -0.2800 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [14:20:22.968006] Epoch: [116] [1260/2904] eta: 0:20:50 lr: 0.002341 loss: 0.1973 (0.2002) loss_rec_all: 0.2234 (0.2260) loss_rec_sfr: 0.2991 (0.2961) loss_cl: -0.2797 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [14:20:37.883659] Epoch: [116] [1280/2904] eta: 0:20:34 lr: 0.002341 loss: 0.1984 (0.2003) loss_rec_all: 0.2244 (0.2261) loss_rec_sfr: 0.2959 (0.2967) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [14:20:52.797802] Epoch: [116] [1300/2904] eta: 0:20:19 lr: 0.002341 loss: 0.1934 (0.2004) loss_rec_all: 0.2192 (0.2262) loss_rec_sfr: 0.2767 (0.2968) loss_cl: -0.2780 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [14:21:07.712440] Epoch: [116] [1320/2904] eta: 0:20:03 lr: 0.002341 loss: 0.1896 (0.2004) loss_rec_all: 0.2154 (0.2262) loss_rec_sfr: 0.2796 (0.2968) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [14:21:22.626814] Epoch: [116] [1340/2904] eta: 0:19:48 lr: 0.002341 loss: 0.1888 (0.2003) loss_rec_all: 0.2151 (0.2261) loss_rec_sfr: 0.2693 (0.2965) loss_cl: -0.2793 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [14:21:37.549394] Epoch: [116] [1360/2904] eta: 0:19:32 lr: 0.002341 loss: 0.1961 (0.2004) loss_rec_all: 0.2221 (0.2262) loss_rec_sfr: 0.2751 (0.2966) loss_cl: -0.2786 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [14:21:52.470326] Epoch: [116] [1380/2904] eta: 0:19:17 lr: 0.002341 loss: 0.1895 (0.2004) loss_rec_all: 0.2156 (0.2262) loss_rec_sfr: 0.2769 (0.2966) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [14:22:07.386794] Epoch: [116] [1400/2904] eta: 0:19:01 lr: 0.002341 loss: 0.1941 (0.2004) loss_rec_all: 0.2198 (0.2262) loss_rec_sfr: 0.2885 (0.2967) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [14:22:22.301955] Epoch: [116] [1420/2904] eta: 0:18:46 lr: 0.002341 loss: 0.1881 (0.2004) loss_rec_all: 0.2142 (0.2262) loss_rec_sfr: 0.2680 (0.2969) loss_cl: -0.2798 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [14:22:37.223004] Epoch: [116] [1440/2904] eta: 0:18:30 lr: 0.002341 loss: 0.1981 (0.2006) loss_rec_all: 0.2243 (0.2264) loss_rec_sfr: 0.2669 (0.2972) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [14:22:52.135218] Epoch: [116] [1460/2904] eta: 0:18:15 lr: 0.002340 loss: 0.1924 (0.2006) loss_rec_all: 0.2184 (0.2264) loss_rec_sfr: 0.2786 (0.2974) loss_cl: -0.2778 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [14:23:07.055227] Epoch: [116] [1480/2904] eta: 0:17:59 lr: 0.002340 loss: 0.1893 (0.2006) loss_rec_all: 0.2152 (0.2264) loss_rec_sfr: 0.2695 (0.2971) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [14:23:21.975044] Epoch: [116] [1500/2904] eta: 0:17:44 lr: 0.002340 loss: 0.1880 (0.2005) loss_rec_all: 0.2144 (0.2263) loss_rec_sfr: 0.2830 (0.2970) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [14:23:36.897599] Epoch: [116] [1520/2904] eta: 0:17:29 lr: 0.002340 loss: 0.1855 (0.2003) loss_rec_all: 0.2114 (0.2261) loss_rec_sfr: 0.2646 (0.2965) loss_cl: -0.2793 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [14:23:51.806188] Epoch: [116] [1540/2904] eta: 0:17:13 lr: 0.002340 loss: 0.1909 (0.2003) loss_rec_all: 0.2172 (0.2261) loss_rec_sfr: 0.2724 (0.2961) loss_cl: -0.2794 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [14:24:06.723497] Epoch: [116] [1560/2904] eta: 0:16:58 lr: 0.002340 loss: 0.1913 (0.2003) loss_rec_all: 0.2171 (0.2261) loss_rec_sfr: 0.2935 (0.2964) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [14:24:21.634642] Epoch: [116] [1580/2904] eta: 0:16:42 lr: 0.002340 loss: 0.1898 (0.2003) loss_rec_all: 0.2160 (0.2261) loss_rec_sfr: 0.2705 (0.2964) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [14:24:36.550915] Epoch: [116] [1600/2904] eta: 0:16:27 lr: 0.002340 loss: 0.1928 (0.2003) loss_rec_all: 0.2186 (0.2261) loss_rec_sfr: 0.2932 (0.2965) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [14:24:51.466628] Epoch: [116] [1620/2904] eta: 0:16:12 lr: 0.002340 loss: 0.1892 (0.2002) loss_rec_all: 0.2152 (0.2260) loss_rec_sfr: 0.2688 (0.2961) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [14:25:06.384088] Epoch: [116] [1640/2904] eta: 0:15:56 lr: 0.002340 loss: 0.1925 (0.2003) loss_rec_all: 0.2180 (0.2261) loss_rec_sfr: 0.2926 (0.2964) loss_cl: -0.2793 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [14:25:21.296067] Epoch: [116] [1660/2904] eta: 0:15:41 lr: 0.002340 loss: 0.1891 (0.2003) loss_rec_all: 0.2154 (0.2261) loss_rec_sfr: 0.2718 (0.2964) loss_cl: -0.2779 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [14:25:36.226420] Epoch: [116] [1680/2904] eta: 0:15:26 lr: 0.002340 loss: 0.1867 (0.2002) loss_rec_all: 0.2130 (0.2260) loss_rec_sfr: 0.2671 (0.2962) loss_cl: -0.2790 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [14:25:51.145845] Epoch: [116] [1700/2904] eta: 0:15:11 lr: 0.002340 loss: 0.1908 (0.2002) loss_rec_all: 0.2171 (0.2261) loss_rec_sfr: 0.2731 (0.2962) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [14:26:06.063012] Epoch: [116] [1720/2904] eta: 0:14:55 lr: 0.002340 loss: 0.1919 (0.2002) loss_rec_all: 0.2185 (0.2260) loss_rec_sfr: 0.2760 (0.2961) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [14:26:20.979333] Epoch: [116] [1740/2904] eta: 0:14:40 lr: 0.002340 loss: 0.1845 (0.2002) loss_rec_all: 0.2110 (0.2260) loss_rec_sfr: 0.2635 (0.2959) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [14:26:35.895373] Epoch: [116] [1760/2904] eta: 0:14:25 lr: 0.002340 loss: 0.1957 (0.2002) loss_rec_all: 0.2218 (0.2260) loss_rec_sfr: 0.2774 (0.2962) loss_cl: -0.2793 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [14:26:50.816918] Epoch: [116] [1780/2904] eta: 0:14:09 lr: 0.002340 loss: 0.1902 (0.2003) loss_rec_all: 0.2161 (0.2261) loss_rec_sfr: 0.2866 (0.2964) loss_cl: -0.2792 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [14:27:05.741949] Epoch: [116] [1800/2904] eta: 0:13:54 lr: 0.002340 loss: 0.1903 (0.2002) loss_rec_all: 0.2167 (0.2260) loss_rec_sfr: 0.2756 (0.2962) loss_cl: -0.2802 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [14:27:20.653945] Epoch: [116] [1820/2904] eta: 0:13:39 lr: 0.002340 loss: 0.1942 (0.2003) loss_rec_all: 0.2201 (0.2261) loss_rec_sfr: 0.2909 (0.2967) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [14:27:35.566435] Epoch: [116] [1840/2904] eta: 0:13:24 lr: 0.002340 loss: 0.1905 (0.2002) loss_rec_all: 0.2161 (0.2260) loss_rec_sfr: 0.2464 (0.2963) loss_cl: -0.2784 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [14:27:50.480729] Epoch: [116] [1860/2904] eta: 0:13:09 lr: 0.002340 loss: 0.1889 (0.2002) loss_rec_all: 0.2145 (0.2260) loss_rec_sfr: 0.2651 (0.2962) loss_cl: -0.2783 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [14:28:05.400344] Epoch: [116] [1880/2904] eta: 0:12:53 lr: 0.002340 loss: 0.1927 (0.2003) loss_rec_all: 0.2186 (0.2261) loss_rec_sfr: 0.2790 (0.2964) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [14:28:20.317984] Epoch: [116] [1900/2904] eta: 0:12:38 lr: 0.002340 loss: 0.1934 (0.2004) loss_rec_all: 0.2193 (0.2262) loss_rec_sfr: 0.2881 (0.2968) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [14:28:35.234933] Epoch: [116] [1920/2904] eta: 0:12:23 lr: 0.002340 loss: 0.1912 (0.2004) loss_rec_all: 0.2170 (0.2262) loss_rec_sfr: 0.2789 (0.2968) loss_cl: -0.2780 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [14:28:50.144556] Epoch: [116] [1940/2904] eta: 0:12:08 lr: 0.002340 loss: 0.1934 (0.2004) loss_rec_all: 0.2196 (0.2262) loss_rec_sfr: 0.2739 (0.2970) loss_cl: -0.2787 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [14:29:05.058959] Epoch: [116] [1960/2904] eta: 0:11:52 lr: 0.002340 loss: 0.1879 (0.2003) loss_rec_all: 0.2136 (0.2261) loss_rec_sfr: 0.2417 (0.2965) loss_cl: -0.2799 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [14:29:19.978997] Epoch: [116] [1980/2904] eta: 0:11:37 lr: 0.002340 loss: 0.1906 (0.2003) loss_rec_all: 0.2163 (0.2261) loss_rec_sfr: 0.2701 (0.2965) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [14:29:34.894211] Epoch: [116] [2000/2904] eta: 0:11:22 lr: 0.002340 loss: 0.1936 (0.2004) loss_rec_all: 0.2192 (0.2262) loss_rec_sfr: 0.2978 (0.2966) loss_cl: -0.2781 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [14:29:49.806729] Epoch: [116] [2020/2904] eta: 0:11:07 lr: 0.002340 loss: 0.1885 (0.2003) loss_rec_all: 0.2143 (0.2261) loss_rec_sfr: 0.2827 (0.2965) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [14:30:04.719026] Epoch: [116] [2040/2904] eta: 0:10:52 lr: 0.002340 loss: 0.1898 (0.2003) loss_rec_all: 0.2159 (0.2261) loss_rec_sfr: 0.2851 (0.2966) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [14:30:19.645909] Epoch: [116] [2060/2904] eta: 0:10:37 lr: 0.002340 loss: 0.1918 (0.2003) loss_rec_all: 0.2176 (0.2261) loss_rec_sfr: 0.2767 (0.2964) loss_cl: -0.2789 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [14:30:34.561231] Epoch: [116] [2080/2904] eta: 0:10:21 lr: 0.002340 loss: 0.1920 (0.2003) loss_rec_all: 0.2180 (0.2261) loss_rec_sfr: 0.2728 (0.2965) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [14:30:49.475703] Epoch: [116] [2100/2904] eta: 0:10:06 lr: 0.002340 loss: 0.1904 (0.2003) loss_rec_all: 0.2167 (0.2261) loss_rec_sfr: 0.2804 (0.2965) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [14:31:04.388361] Epoch: [116] [2120/2904] eta: 0:09:51 lr: 0.002340 loss: 0.1888 (0.2002) loss_rec_all: 0.2150 (0.2260) loss_rec_sfr: 0.2590 (0.2963) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [14:31:19.306028] Epoch: [116] [2140/2904] eta: 0:09:36 lr: 0.002340 loss: 0.1888 (0.2002) loss_rec_all: 0.2148 (0.2260) loss_rec_sfr: 0.2754 (0.2962) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [14:31:34.228941] Epoch: [116] [2160/2904] eta: 0:09:21 lr: 0.002340 loss: 0.1906 (0.2002) loss_rec_all: 0.2163 (0.2260) loss_rec_sfr: 0.2637 (0.2960) loss_cl: -0.2782 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [14:31:49.155848] Epoch: [116] [2180/2904] eta: 0:09:06 lr: 0.002340 loss: 0.1844 (0.2002) loss_rec_all: 0.2106 (0.2260) loss_rec_sfr: 0.2427 (0.2959) loss_cl: -0.2786 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [14:32:04.077147] Epoch: [116] [2200/2904] eta: 0:08:50 lr: 0.002340 loss: 0.1929 (0.2002) loss_rec_all: 0.2190 (0.2260) loss_rec_sfr: 0.2709 (0.2960) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [14:32:18.999148] Epoch: [116] [2220/2904] eta: 0:08:35 lr: 0.002340 loss: 0.1943 (0.2003) loss_rec_all: 0.2204 (0.2261) loss_rec_sfr: 0.2747 (0.2962) loss_cl: -0.2791 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [14:32:33.912015] Epoch: [116] [2240/2904] eta: 0:08:20 lr: 0.002340 loss: 0.1903 (0.2003) loss_rec_all: 0.2161 (0.2261) loss_rec_sfr: 0.2928 (0.2963) loss_cl: -0.2793 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [14:32:48.818825] Epoch: [116] [2260/2904] eta: 0:08:05 lr: 0.002340 loss: 0.1907 (0.2003) loss_rec_all: 0.2165 (0.2261) loss_rec_sfr: 0.2879 (0.2964) loss_cl: -0.2791 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [14:33:03.729065] Epoch: [116] [2280/2904] eta: 0:07:50 lr: 0.002340 loss: 0.1909 (0.2003) loss_rec_all: 0.2169 (0.2261) loss_rec_sfr: 0.2796 (0.2964) loss_cl: -0.2785 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [14:33:18.642707] Epoch: [116] [2300/2904] eta: 0:07:35 lr: 0.002340 loss: 0.1874 (0.2002) loss_rec_all: 0.2133 (0.2260) loss_rec_sfr: 0.2766 (0.2962) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [14:33:33.565707] Epoch: [116] [2320/2904] eta: 0:07:20 lr: 0.002340 loss: 0.1869 (0.2002) loss_rec_all: 0.2132 (0.2260) loss_rec_sfr: 0.2639 (0.2960) loss_cl: -0.2787 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [14:33:48.487951] Epoch: [116] [2340/2904] eta: 0:07:05 lr: 0.002340 loss: 0.1948 (0.2003) loss_rec_all: 0.2210 (0.2261) loss_rec_sfr: 0.2856 (0.2964) loss_cl: -0.2790 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [14:34:03.412580] Epoch: [116] [2360/2904] eta: 0:06:49 lr: 0.002340 loss: 0.1870 (0.2002) loss_rec_all: 0.2131 (0.2260) loss_rec_sfr: 0.2449 (0.2962) loss_cl: -0.2792 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [14:34:18.332351] Epoch: [116] [2380/2904] eta: 0:06:34 lr: 0.002340 loss: 0.1888 (0.2002) loss_rec_all: 0.2147 (0.2260) loss_rec_sfr: 0.2747 (0.2961) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [14:34:33.231060] Epoch: [116] [2400/2904] eta: 0:06:19 lr: 0.002340 loss: 0.2011 (0.2003) loss_rec_all: 0.2270 (0.2261) loss_rec_sfr: 0.2939 (0.2964) loss_cl: -0.2792 (-0.2788) time: 0.7449 data: 0.0002 max mem: 29860 [14:34:48.148943] Epoch: [116] [2420/2904] eta: 0:06:04 lr: 0.002340 loss: 0.2096 (0.2004) loss_rec_all: 0.2353 (0.2262) loss_rec_sfr: 0.3112 (0.2966) loss_cl: -0.2783 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [14:35:03.072391] Epoch: [116] [2440/2904] eta: 0:05:49 lr: 0.002340 loss: 0.2075 (0.2006) loss_rec_all: 0.2331 (0.2264) loss_rec_sfr: 0.3028 (0.2970) loss_cl: -0.2793 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [14:35:17.990077] Epoch: [116] [2460/2904] eta: 0:05:34 lr: 0.002340 loss: 0.1959 (0.2007) loss_rec_all: 0.2222 (0.2265) loss_rec_sfr: 0.2914 (0.2970) loss_cl: -0.2783 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [14:35:32.921139] Epoch: [116] [2480/2904] eta: 0:05:19 lr: 0.002340 loss: 0.1988 (0.2007) loss_rec_all: 0.2246 (0.2265) loss_rec_sfr: 0.2949 (0.2973) loss_cl: -0.2791 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [14:35:47.841494] Epoch: [116] [2500/2904] eta: 0:05:04 lr: 0.002340 loss: 0.1885 (0.2008) loss_rec_all: 0.2144 (0.2266) loss_rec_sfr: 0.2502 (0.2974) loss_cl: -0.2798 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [14:36:02.756680] Epoch: [116] [2520/2904] eta: 0:04:49 lr: 0.002340 loss: 0.1880 (0.2008) loss_rec_all: 0.2138 (0.2266) loss_rec_sfr: 0.2746 (0.2975) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [14:36:17.669815] Epoch: [116] [2540/2904] eta: 0:04:34 lr: 0.002340 loss: 0.1888 (0.2008) loss_rec_all: 0.2150 (0.2266) loss_rec_sfr: 0.2517 (0.2974) loss_cl: -0.2777 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [14:36:32.581425] Epoch: [116] [2560/2904] eta: 0:04:19 lr: 0.002340 loss: 0.1870 (0.2007) loss_rec_all: 0.2128 (0.2265) loss_rec_sfr: 0.2525 (0.2972) loss_cl: -0.2778 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [14:36:47.488862] Epoch: [116] [2580/2904] eta: 0:04:03 lr: 0.002340 loss: 0.1910 (0.2007) loss_rec_all: 0.2170 (0.2265) loss_rec_sfr: 0.2813 (0.2972) loss_cl: -0.2798 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [14:37:02.403676] Epoch: [116] [2600/2904] eta: 0:03:48 lr: 0.002340 loss: 0.1864 (0.2007) loss_rec_all: 0.2122 (0.2265) loss_rec_sfr: 0.2657 (0.2972) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [14:37:17.317353] Epoch: [116] [2620/2904] eta: 0:03:33 lr: 0.002340 loss: 0.1887 (0.2006) loss_rec_all: 0.2148 (0.2264) loss_rec_sfr: 0.2388 (0.2970) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [14:37:32.228832] Epoch: [116] [2640/2904] eta: 0:03:18 lr: 0.002340 loss: 0.1892 (0.2006) loss_rec_all: 0.2150 (0.2264) loss_rec_sfr: 0.2783 (0.2969) loss_cl: -0.2784 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [14:37:47.138862] Epoch: [116] [2660/2904] eta: 0:03:03 lr: 0.002340 loss: 0.1867 (0.2005) loss_rec_all: 0.2131 (0.2263) loss_rec_sfr: 0.2425 (0.2967) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [14:38:02.053521] Epoch: [116] [2680/2904] eta: 0:02:48 lr: 0.002340 loss: 0.1896 (0.2005) loss_rec_all: 0.2153 (0.2263) loss_rec_sfr: 0.2811 (0.2966) loss_cl: -0.2780 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [14:38:16.965525] Epoch: [116] [2700/2904] eta: 0:02:33 lr: 0.002340 loss: 0.1865 (0.2005) loss_rec_all: 0.2125 (0.2263) loss_rec_sfr: 0.2810 (0.2966) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [14:38:31.889417] Epoch: [116] [2720/2904] eta: 0:02:18 lr: 0.002340 loss: 0.1891 (0.2004) loss_rec_all: 0.2149 (0.2262) loss_rec_sfr: 0.2686 (0.2965) loss_cl: -0.2795 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [14:38:46.802825] Epoch: [116] [2740/2904] eta: 0:02:03 lr: 0.002340 loss: 0.1885 (0.2004) loss_rec_all: 0.2150 (0.2262) loss_rec_sfr: 0.2826 (0.2965) loss_cl: -0.2793 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [14:39:01.718895] Epoch: [116] [2760/2904] eta: 0:01:48 lr: 0.002340 loss: 0.1910 (0.2005) loss_rec_all: 0.2165 (0.2263) loss_rec_sfr: 0.2753 (0.2967) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [14:39:16.636806] Epoch: [116] [2780/2904] eta: 0:01:33 lr: 0.002340 loss: 0.1866 (0.2004) loss_rec_all: 0.2125 (0.2262) loss_rec_sfr: 0.2474 (0.2964) loss_cl: -0.2783 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [14:39:31.561717] Epoch: [116] [2800/2904] eta: 0:01:18 lr: 0.002340 loss: 0.1900 (0.2004) loss_rec_all: 0.2157 (0.2262) loss_rec_sfr: 0.2777 (0.2964) loss_cl: -0.2787 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [14:39:46.477747] Epoch: [116] [2820/2904] eta: 0:01:03 lr: 0.002340 loss: 0.1918 (0.2004) loss_rec_all: 0.2179 (0.2262) loss_rec_sfr: 0.2742 (0.2964) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [14:40:01.463488] Epoch: [116] [2840/2904] eta: 0:00:48 lr: 0.002340 loss: 0.1910 (0.2004) loss_rec_all: 0.2175 (0.2262) loss_rec_sfr: 0.2908 (0.2964) loss_cl: -0.2798 (-0.2788) time: 0.7492 data: 0.0048 max mem: 29860 [14:40:16.364235] Epoch: [116] [2860/2904] eta: 0:00:33 lr: 0.002340 loss: 0.1898 (0.2004) loss_rec_all: 0.2159 (0.2262) loss_rec_sfr: 0.2814 (0.2964) loss_cl: -0.2787 (-0.2788) time: 0.7450 data: 0.0001 max mem: 29860 [14:40:31.261205] Epoch: [116] [2880/2904] eta: 0:00:18 lr: 0.002340 loss: 0.1888 (0.2004) loss_rec_all: 0.2146 (0.2262) loss_rec_sfr: 0.2768 (0.2964) loss_cl: -0.2785 (-0.2788) time: 0.7448 data: 0.0001 max mem: 29860 [14:40:46.160415] Epoch: [116] [2900/2904] eta: 0:00:03 lr: 0.002340 loss: 0.1882 (0.2004) loss_rec_all: 0.2142 (0.2262) loss_rec_sfr: 0.2742 (0.2963) loss_cl: -0.2789 (-0.2788) time: 0.7449 data: 0.0001 max mem: 29860 [14:40:48.402093] Epoch: [116] [2903/2904] eta: 0:00:00 lr: 0.002340 loss: 0.1913 (0.2003) loss_rec_all: 0.2172 (0.2262) loss_rec_sfr: 0.2742 (0.2962) loss_cl: -0.2788 (-0.2788) time: 0.7449 data: 0.0001 max mem: 29860 [14:40:50.466911] Epoch: [116] Total time: 0:36:26 (0.7529 s / it) [14:40:50.478786] Averaged stats: lr: 0.002340 loss: 0.1913 (0.2029) loss_rec_all: 0.2172 (0.2264) loss_rec_sfr: 0.2742 (0.2980) loss_cl: -0.2788 (-0.2555) [14:40:50.483374] log_dir: ./checkpoint/VF2_ViT-B [14:41:09.426560] Epoch: [117] [ 0/2904] eta: 15:16:48 lr: 0.002340 loss: 0.2114 (0.2114) loss_rec_all: 0.2370 (0.2370) loss_rec_sfr: 0.2891 (0.2891) loss_cl: -0.2760 (-0.2760) time: 18.9425 data: 18.2084 max mem: 29860 [14:41:25.938682] Epoch: [117] [ 20/2904] eta: 1:21:08 lr: 0.002340 loss: 0.1877 (0.2045) loss_rec_all: 0.2135 (0.2302) loss_rec_sfr: 0.2764 (0.3090) loss_cl: -0.2782 (-0.2780) time: 0.8256 data: 0.0002 max mem: 29860 [14:41:40.828481] Epoch: [117] [ 40/2904] eta: 0:58:36 lr: 0.002340 loss: 0.1882 (0.1998) loss_rec_all: 0.2141 (0.2256) loss_rec_sfr: 0.2679 (0.2959) loss_cl: -0.2786 (-0.2784) time: 0.7444 data: 0.0002 max mem: 29860 [14:41:55.740593] Epoch: [117] [ 60/2904] eta: 0:50:42 lr: 0.002340 loss: 0.1897 (0.1995) loss_rec_all: 0.2155 (0.2253) loss_rec_sfr: 0.2906 (0.2994) loss_cl: -0.2797 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [14:42:10.665846] Epoch: [117] [ 80/2904] eta: 0:46:35 lr: 0.002340 loss: 0.1914 (0.1999) loss_rec_all: 0.2171 (0.2257) loss_rec_sfr: 0.2923 (0.3015) loss_cl: -0.2790 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [14:42:25.590831] Epoch: [117] [ 100/2904] eta: 0:44:00 lr: 0.002340 loss: 0.1887 (0.1996) loss_rec_all: 0.2144 (0.2254) loss_rec_sfr: 0.2719 (0.2999) loss_cl: -0.2789 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [14:42:40.527976] Epoch: [117] [ 120/2904] eta: 0:42:11 lr: 0.002340 loss: 0.1881 (0.1981) loss_rec_all: 0.2140 (0.2240) loss_rec_sfr: 0.2462 (0.2935) loss_cl: -0.2787 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [14:42:55.462213] Epoch: [117] [ 140/2904] eta: 0:40:49 lr: 0.002340 loss: 0.1893 (0.1978) loss_rec_all: 0.2154 (0.2236) loss_rec_sfr: 0.2383 (0.2903) loss_cl: -0.2784 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [14:43:10.400954] Epoch: [117] [ 160/2904] eta: 0:39:44 lr: 0.002340 loss: 0.1868 (0.1976) loss_rec_all: 0.2134 (0.2235) loss_rec_sfr: 0.2803 (0.2914) loss_cl: -0.2793 (-0.2789) time: 0.7469 data: 0.0002 max mem: 29860 [14:43:25.347045] Epoch: [117] [ 180/2904] eta: 0:38:50 lr: 0.002340 loss: 0.1886 (0.1977) loss_rec_all: 0.2144 (0.2236) loss_rec_sfr: 0.2848 (0.2920) loss_cl: -0.2786 (-0.2788) time: 0.7473 data: 0.0002 max mem: 29860 [14:43:40.376088] Epoch: [117] [ 200/2904] eta: 0:38:05 lr: 0.002340 loss: 0.1996 (0.1993) loss_rec_all: 0.2257 (0.2251) loss_rec_sfr: 0.2900 (0.2968) loss_cl: -0.2785 (-0.2788) time: 0.7514 data: 0.0002 max mem: 29860 [14:43:55.310319] Epoch: [117] [ 220/2904] eta: 0:37:24 lr: 0.002340 loss: 0.1926 (0.2001) loss_rec_all: 0.2191 (0.2259) loss_rec_sfr: 0.2791 (0.2987) loss_cl: -0.2792 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [14:44:10.243292] Epoch: [117] [ 240/2904] eta: 0:36:48 lr: 0.002340 loss: 0.1890 (0.2005) loss_rec_all: 0.2151 (0.2263) loss_rec_sfr: 0.2758 (0.3007) loss_cl: -0.2797 (-0.2789) time: 0.7466 data: 0.0002 max mem: 29860 [14:44:25.171505] Epoch: [117] [ 260/2904] eta: 0:36:14 lr: 0.002340 loss: 0.1912 (0.2011) loss_rec_all: 0.2174 (0.2268) loss_rec_sfr: 0.2895 (0.3027) loss_cl: -0.2786 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [14:44:40.095457] Epoch: [117] [ 280/2904] eta: 0:35:44 lr: 0.002340 loss: 0.1897 (0.2011) loss_rec_all: 0.2154 (0.2269) loss_rec_sfr: 0.2883 (0.3024) loss_cl: -0.2779 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [14:44:55.008430] Epoch: [117] [ 300/2904] eta: 0:35:15 lr: 0.002340 loss: 0.1842 (0.2009) loss_rec_all: 0.2101 (0.2267) loss_rec_sfr: 0.2689 (0.3016) loss_cl: -0.2776 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [14:45:09.939033] Epoch: [117] [ 320/2904] eta: 0:34:48 lr: 0.002340 loss: 0.1914 (0.2007) loss_rec_all: 0.2173 (0.2265) loss_rec_sfr: 0.2851 (0.3012) loss_cl: -0.2788 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [14:45:24.851140] Epoch: [117] [ 340/2904] eta: 0:34:22 lr: 0.002340 loss: 0.1859 (0.2006) loss_rec_all: 0.2124 (0.2264) loss_rec_sfr: 0.2885 (0.3014) loss_cl: -0.2796 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [14:45:39.767294] Epoch: [117] [ 360/2904] eta: 0:33:58 lr: 0.002340 loss: 0.1922 (0.2008) loss_rec_all: 0.2184 (0.2265) loss_rec_sfr: 0.2620 (0.3011) loss_cl: -0.2799 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [14:45:54.686057] Epoch: [117] [ 380/2904] eta: 0:33:35 lr: 0.002340 loss: 0.1890 (0.2005) loss_rec_all: 0.2154 (0.2262) loss_rec_sfr: 0.2575 (0.3000) loss_cl: -0.2798 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [14:46:09.610654] Epoch: [117] [ 400/2904] eta: 0:33:12 lr: 0.002340 loss: 0.1924 (0.2003) loss_rec_all: 0.2187 (0.2261) loss_rec_sfr: 0.2758 (0.2990) loss_cl: -0.2788 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [14:46:24.531563] Epoch: [117] [ 420/2904] eta: 0:32:50 lr: 0.002340 loss: 0.1904 (0.2001) loss_rec_all: 0.2166 (0.2259) loss_rec_sfr: 0.2799 (0.2981) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [14:46:39.475377] Epoch: [117] [ 440/2904] eta: 0:32:29 lr: 0.002339 loss: 0.1866 (0.2000) loss_rec_all: 0.2129 (0.2257) loss_rec_sfr: 0.2765 (0.2979) loss_cl: -0.2790 (-0.2788) time: 0.7471 data: 0.0002 max mem: 29860 [14:46:54.415033] Epoch: [117] [ 460/2904] eta: 0:32:09 lr: 0.002339 loss: 0.1867 (0.1998) loss_rec_all: 0.2126 (0.2256) loss_rec_sfr: 0.2778 (0.2973) loss_cl: -0.2776 (-0.2788) time: 0.7469 data: 0.0002 max mem: 29860 [14:47:09.366679] Epoch: [117] [ 480/2904] eta: 0:31:49 lr: 0.002339 loss: 0.1896 (0.1999) loss_rec_all: 0.2158 (0.2257) loss_rec_sfr: 0.2778 (0.2979) loss_cl: -0.2784 (-0.2788) time: 0.7475 data: 0.0002 max mem: 29860 [14:47:24.289616] Epoch: [117] [ 500/2904] eta: 0:31:29 lr: 0.002339 loss: 0.1864 (0.1998) loss_rec_all: 0.2128 (0.2256) loss_rec_sfr: 0.2657 (0.2976) loss_cl: -0.2781 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [14:47:39.212922] Epoch: [117] [ 520/2904] eta: 0:31:10 lr: 0.002339 loss: 0.1881 (0.1997) loss_rec_all: 0.2142 (0.2255) loss_rec_sfr: 0.2687 (0.2972) loss_cl: -0.2786 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [14:47:54.137783] Epoch: [117] [ 540/2904] eta: 0:30:51 lr: 0.002339 loss: 0.1901 (0.1995) loss_rec_all: 0.2164 (0.2253) loss_rec_sfr: 0.2611 (0.2961) loss_cl: -0.2792 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [14:48:09.056235] Epoch: [117] [ 560/2904] eta: 0:30:32 lr: 0.002339 loss: 0.1902 (0.1995) loss_rec_all: 0.2164 (0.2253) loss_rec_sfr: 0.2821 (0.2960) loss_cl: -0.2794 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [14:48:23.984834] Epoch: [117] [ 580/2904] eta: 0:30:13 lr: 0.002339 loss: 0.1905 (0.1997) loss_rec_all: 0.2168 (0.2255) loss_rec_sfr: 0.2785 (0.2965) loss_cl: -0.2795 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [14:48:38.905070] Epoch: [117] [ 600/2904] eta: 0:29:55 lr: 0.002339 loss: 0.1857 (0.1994) loss_rec_all: 0.2119 (0.2252) loss_rec_sfr: 0.2765 (0.2957) loss_cl: -0.2782 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [14:48:53.820985] Epoch: [117] [ 620/2904] eta: 0:29:37 lr: 0.002339 loss: 0.1877 (0.1993) loss_rec_all: 0.2137 (0.2251) loss_rec_sfr: 0.2731 (0.2951) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [14:49:08.732985] Epoch: [117] [ 640/2904] eta: 0:29:19 lr: 0.002339 loss: 0.1886 (0.1992) loss_rec_all: 0.2151 (0.2250) loss_rec_sfr: 0.2742 (0.2948) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [14:49:23.650704] Epoch: [117] [ 660/2904] eta: 0:29:02 lr: 0.002339 loss: 0.1928 (0.1992) loss_rec_all: 0.2189 (0.2250) loss_rec_sfr: 0.2774 (0.2949) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [14:49:38.573128] Epoch: [117] [ 680/2904] eta: 0:28:44 lr: 0.002339 loss: 0.1903 (0.1992) loss_rec_all: 0.2163 (0.2250) loss_rec_sfr: 0.2856 (0.2951) loss_cl: -0.2786 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [14:49:53.494942] Epoch: [117] [ 700/2904] eta: 0:28:27 lr: 0.002339 loss: 0.1985 (0.1995) loss_rec_all: 0.2246 (0.2253) loss_rec_sfr: 0.2854 (0.2962) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [14:50:08.410733] Epoch: [117] [ 720/2904] eta: 0:28:09 lr: 0.002339 loss: 0.1869 (0.1995) loss_rec_all: 0.2131 (0.2253) loss_rec_sfr: 0.2871 (0.2962) loss_cl: -0.2779 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [14:50:23.321869] Epoch: [117] [ 740/2904] eta: 0:27:52 lr: 0.002339 loss: 0.1904 (0.1995) loss_rec_all: 0.2166 (0.2253) loss_rec_sfr: 0.2709 (0.2961) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [14:50:38.239866] Epoch: [117] [ 760/2904] eta: 0:27:35 lr: 0.002339 loss: 0.1909 (0.1994) loss_rec_all: 0.2168 (0.2252) loss_rec_sfr: 0.2713 (0.2956) loss_cl: -0.2794 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [14:50:53.160498] Epoch: [117] [ 780/2904] eta: 0:27:18 lr: 0.002339 loss: 0.1908 (0.1995) loss_rec_all: 0.2171 (0.2253) loss_rec_sfr: 0.2718 (0.2959) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [14:51:08.084645] Epoch: [117] [ 800/2904] eta: 0:27:02 lr: 0.002339 loss: 0.1892 (0.1994) loss_rec_all: 0.2151 (0.2252) loss_rec_sfr: 0.2803 (0.2958) loss_cl: -0.2789 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [14:51:23.008164] Epoch: [117] [ 820/2904] eta: 0:26:45 lr: 0.002339 loss: 0.2459 (0.2001) loss_rec_all: 0.2706 (0.2259) loss_rec_sfr: 0.4651 (0.2978) loss_cl: -0.2792 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [14:51:37.931882] Epoch: [117] [ 840/2904] eta: 0:26:28 lr: 0.002339 loss: 0.1888 (0.2001) loss_rec_all: 0.2150 (0.2259) loss_rec_sfr: 0.2823 (0.2981) loss_cl: -0.2791 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [14:51:52.851311] Epoch: [117] [ 860/2904] eta: 0:26:12 lr: 0.002339 loss: 0.1920 (0.2002) loss_rec_all: 0.2176 (0.2260) loss_rec_sfr: 0.2729 (0.2980) loss_cl: -0.2782 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [14:52:07.774042] Epoch: [117] [ 880/2904] eta: 0:25:55 lr: 0.002339 loss: 0.1913 (0.2001) loss_rec_all: 0.2176 (0.2259) loss_rec_sfr: 0.2877 (0.2979) loss_cl: -0.2782 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [14:52:22.691372] Epoch: [117] [ 900/2904] eta: 0:25:39 lr: 0.002339 loss: 0.1873 (0.2001) loss_rec_all: 0.2132 (0.2259) loss_rec_sfr: 0.2513 (0.2977) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [14:52:37.610700] Epoch: [117] [ 920/2904] eta: 0:25:23 lr: 0.002339 loss: 0.1897 (0.2003) loss_rec_all: 0.2155 (0.2261) loss_rec_sfr: 0.2816 (0.2981) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [14:52:52.538354] Epoch: [117] [ 940/2904] eta: 0:25:06 lr: 0.002339 loss: 0.1882 (0.2003) loss_rec_all: 0.2145 (0.2261) loss_rec_sfr: 0.2537 (0.2978) loss_cl: -0.2793 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [14:53:07.459903] Epoch: [117] [ 960/2904] eta: 0:24:50 lr: 0.002339 loss: 0.1905 (0.2001) loss_rec_all: 0.2165 (0.2259) loss_rec_sfr: 0.2630 (0.2972) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [14:53:22.381461] Epoch: [117] [ 980/2904] eta: 0:24:34 lr: 0.002339 loss: 0.1934 (0.2004) loss_rec_all: 0.2193 (0.2262) loss_rec_sfr: 0.2801 (0.2980) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [14:53:37.301538] Epoch: [117] [1000/2904] eta: 0:24:18 lr: 0.002339 loss: 0.1894 (0.2003) loss_rec_all: 0.2157 (0.2261) loss_rec_sfr: 0.2719 (0.2978) loss_cl: -0.2779 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [14:53:52.230227] Epoch: [117] [1020/2904] eta: 0:24:02 lr: 0.002339 loss: 0.1922 (0.2006) loss_rec_all: 0.2180 (0.2264) loss_rec_sfr: 0.2980 (0.2988) loss_cl: -0.2792 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [14:54:07.154370] Epoch: [117] [1040/2904] eta: 0:23:46 lr: 0.002339 loss: 0.1931 (0.2005) loss_rec_all: 0.2190 (0.2263) loss_rec_sfr: 0.2722 (0.2986) loss_cl: -0.2791 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [14:54:22.078681] Epoch: [117] [1060/2904] eta: 0:23:30 lr: 0.002339 loss: 0.1943 (0.2007) loss_rec_all: 0.2204 (0.2264) loss_rec_sfr: 0.2742 (0.2989) loss_cl: -0.2786 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [14:54:36.992651] Epoch: [117] [1080/2904] eta: 0:23:14 lr: 0.002339 loss: 0.1857 (0.2005) loss_rec_all: 0.2120 (0.2263) loss_rec_sfr: 0.2401 (0.2983) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [14:54:51.911058] Epoch: [117] [1100/2904] eta: 0:22:58 lr: 0.002339 loss: 0.1867 (0.2006) loss_rec_all: 0.2128 (0.2263) loss_rec_sfr: 0.2747 (0.2984) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [14:55:06.833592] Epoch: [117] [1120/2904] eta: 0:22:42 lr: 0.002339 loss: 0.1878 (0.2005) loss_rec_all: 0.2140 (0.2263) loss_rec_sfr: 0.2965 (0.2985) loss_cl: -0.2776 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [14:55:21.760519] Epoch: [117] [1140/2904] eta: 0:22:26 lr: 0.002339 loss: 0.1935 (0.2007) loss_rec_all: 0.2198 (0.2264) loss_rec_sfr: 0.2685 (0.2987) loss_cl: -0.2787 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [14:55:36.678271] Epoch: [117] [1160/2904] eta: 0:22:11 lr: 0.002339 loss: 0.1878 (0.2006) loss_rec_all: 0.2142 (0.2264) loss_rec_sfr: 0.2708 (0.2985) loss_cl: -0.2793 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [14:55:51.605474] Epoch: [117] [1180/2904] eta: 0:21:55 lr: 0.002339 loss: 0.1896 (0.2006) loss_rec_all: 0.2160 (0.2264) loss_rec_sfr: 0.2801 (0.2985) loss_cl: -0.2788 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [14:56:06.526134] Epoch: [117] [1200/2904] eta: 0:21:39 lr: 0.002339 loss: 0.1937 (0.2007) loss_rec_all: 0.2196 (0.2265) loss_rec_sfr: 0.2573 (0.2985) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [14:56:21.445120] Epoch: [117] [1220/2904] eta: 0:21:23 lr: 0.002339 loss: 0.1905 (0.2007) loss_rec_all: 0.2163 (0.2265) loss_rec_sfr: 0.2747 (0.2984) loss_cl: -0.2782 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [14:56:36.359897] Epoch: [117] [1240/2904] eta: 0:21:08 lr: 0.002339 loss: 0.1848 (0.2005) loss_rec_all: 0.2110 (0.2263) loss_rec_sfr: 0.2678 (0.2980) loss_cl: -0.2781 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [14:56:51.278322] Epoch: [117] [1260/2904] eta: 0:20:52 lr: 0.002339 loss: 0.1882 (0.2004) loss_rec_all: 0.2139 (0.2262) loss_rec_sfr: 0.2901 (0.2980) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [14:57:06.195263] Epoch: [117] [1280/2904] eta: 0:20:36 lr: 0.002339 loss: 0.1905 (0.2005) loss_rec_all: 0.2164 (0.2263) loss_rec_sfr: 0.2890 (0.2982) loss_cl: -0.2784 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [14:57:21.115973] Epoch: [117] [1300/2904] eta: 0:20:21 lr: 0.002339 loss: 0.1917 (0.2004) loss_rec_all: 0.2175 (0.2261) loss_rec_sfr: 0.2724 (0.2978) loss_cl: -0.2786 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [14:57:36.037123] Epoch: [117] [1320/2904] eta: 0:20:05 lr: 0.002339 loss: 0.1856 (0.2002) loss_rec_all: 0.2117 (0.2260) loss_rec_sfr: 0.2682 (0.2972) loss_cl: -0.2792 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [14:57:50.954766] Epoch: [117] [1340/2904] eta: 0:19:50 lr: 0.002339 loss: 0.1881 (0.2001) loss_rec_all: 0.2139 (0.2259) loss_rec_sfr: 0.2788 (0.2971) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [14:58:05.872576] Epoch: [117] [1360/2904] eta: 0:19:34 lr: 0.002339 loss: 0.1885 (0.2002) loss_rec_all: 0.2149 (0.2260) loss_rec_sfr: 0.2835 (0.2974) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [14:58:20.793401] Epoch: [117] [1380/2904] eta: 0:19:19 lr: 0.002339 loss: 0.1916 (0.2002) loss_rec_all: 0.2177 (0.2260) loss_rec_sfr: 0.2642 (0.2973) loss_cl: -0.2783 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [14:58:35.717161] Epoch: [117] [1400/2904] eta: 0:19:03 lr: 0.002339 loss: 0.1883 (0.2002) loss_rec_all: 0.2144 (0.2260) loss_rec_sfr: 0.2718 (0.2970) loss_cl: -0.2782 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [14:58:50.640656] Epoch: [117] [1420/2904] eta: 0:18:47 lr: 0.002339 loss: 0.1855 (0.2001) loss_rec_all: 0.2116 (0.2259) loss_rec_sfr: 0.2800 (0.2970) loss_cl: -0.2788 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [14:59:05.559654] Epoch: [117] [1440/2904] eta: 0:18:32 lr: 0.002339 loss: 0.1873 (0.2000) loss_rec_all: 0.2134 (0.2258) loss_rec_sfr: 0.2701 (0.2967) loss_cl: -0.2796 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [14:59:20.481814] Epoch: [117] [1460/2904] eta: 0:18:17 lr: 0.002339 loss: 0.1914 (0.2000) loss_rec_all: 0.2172 (0.2258) loss_rec_sfr: 0.2766 (0.2966) loss_cl: -0.2798 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [14:59:35.405608] Epoch: [117] [1480/2904] eta: 0:18:01 lr: 0.002339 loss: 0.1879 (0.1999) loss_rec_all: 0.2138 (0.2257) loss_rec_sfr: 0.2692 (0.2963) loss_cl: -0.2789 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [14:59:50.326781] Epoch: [117] [1500/2904] eta: 0:17:46 lr: 0.002339 loss: 0.1902 (0.1999) loss_rec_all: 0.2162 (0.2257) loss_rec_sfr: 0.2914 (0.2965) loss_cl: -0.2784 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [15:00:05.248747] Epoch: [117] [1520/2904] eta: 0:17:30 lr: 0.002339 loss: 0.1928 (0.2000) loss_rec_all: 0.2185 (0.2258) loss_rec_sfr: 0.2869 (0.2966) loss_cl: -0.2779 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [15:00:20.173590] Epoch: [117] [1540/2904] eta: 0:17:15 lr: 0.002339 loss: 0.1901 (0.2000) loss_rec_all: 0.2157 (0.2258) loss_rec_sfr: 0.2982 (0.2969) loss_cl: -0.2781 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [15:00:35.095934] Epoch: [117] [1560/2904] eta: 0:16:59 lr: 0.002339 loss: 0.1872 (0.2000) loss_rec_all: 0.2135 (0.2258) loss_rec_sfr: 0.2663 (0.2967) loss_cl: -0.2798 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [15:00:50.017657] Epoch: [117] [1580/2904] eta: 0:16:44 lr: 0.002339 loss: 0.1891 (0.1999) loss_rec_all: 0.2154 (0.2257) loss_rec_sfr: 0.2554 (0.2964) loss_cl: -0.2800 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [15:01:04.935970] Epoch: [117] [1600/2904] eta: 0:16:29 lr: 0.002339 loss: 0.1869 (0.1999) loss_rec_all: 0.2133 (0.2257) loss_rec_sfr: 0.2331 (0.2963) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [15:01:19.859238] Epoch: [117] [1620/2904] eta: 0:16:13 lr: 0.002339 loss: 0.1959 (0.2000) loss_rec_all: 0.2216 (0.2258) loss_rec_sfr: 0.2842 (0.2965) loss_cl: -0.2777 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [15:01:34.780776] Epoch: [117] [1640/2904] eta: 0:15:58 lr: 0.002339 loss: 0.1879 (0.1999) loss_rec_all: 0.2142 (0.2257) loss_rec_sfr: 0.2642 (0.2964) loss_cl: -0.2785 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [15:01:49.705372] Epoch: [117] [1660/2904] eta: 0:15:43 lr: 0.002339 loss: 0.1891 (0.2001) loss_rec_all: 0.2151 (0.2259) loss_rec_sfr: 0.2955 (0.2970) loss_cl: -0.2794 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [15:02:04.633061] Epoch: [117] [1680/2904] eta: 0:15:27 lr: 0.002339 loss: 0.1875 (0.2000) loss_rec_all: 0.2139 (0.2258) loss_rec_sfr: 0.2590 (0.2968) loss_cl: -0.2802 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [15:02:19.551456] Epoch: [117] [1700/2904] eta: 0:15:12 lr: 0.002339 loss: 0.1913 (0.2000) loss_rec_all: 0.2178 (0.2258) loss_rec_sfr: 0.2774 (0.2967) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [15:02:34.470870] Epoch: [117] [1720/2904] eta: 0:14:57 lr: 0.002339 loss: 0.1906 (0.2001) loss_rec_all: 0.2163 (0.2259) loss_rec_sfr: 0.2794 (0.2970) loss_cl: -0.2778 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [15:02:49.397887] Epoch: [117] [1740/2904] eta: 0:14:41 lr: 0.002339 loss: 0.1879 (0.2000) loss_rec_all: 0.2142 (0.2258) loss_rec_sfr: 0.2691 (0.2967) loss_cl: -0.2790 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [15:03:04.319008] Epoch: [117] [1760/2904] eta: 0:14:26 lr: 0.002339 loss: 0.1910 (0.2001) loss_rec_all: 0.2168 (0.2259) loss_rec_sfr: 0.2966 (0.2971) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [15:03:19.249579] Epoch: [117] [1780/2904] eta: 0:14:11 lr: 0.002339 loss: 0.1935 (0.2001) loss_rec_all: 0.2196 (0.2259) loss_rec_sfr: 0.2754 (0.2971) loss_cl: -0.2790 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [15:03:34.178179] Epoch: [117] [1800/2904] eta: 0:13:55 lr: 0.002339 loss: 0.1918 (0.2001) loss_rec_all: 0.2177 (0.2259) loss_rec_sfr: 0.2844 (0.2971) loss_cl: -0.2783 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [15:03:49.105601] Epoch: [117] [1820/2904] eta: 0:13:40 lr: 0.002339 loss: 0.1871 (0.2001) loss_rec_all: 0.2130 (0.2259) loss_rec_sfr: 0.2754 (0.2971) loss_cl: -0.2785 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [15:04:04.026604] Epoch: [117] [1840/2904] eta: 0:13:25 lr: 0.002339 loss: 0.1928 (0.2002) loss_rec_all: 0.2187 (0.2260) loss_rec_sfr: 0.2790 (0.2972) loss_cl: -0.2792 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [15:04:18.947518] Epoch: [117] [1860/2904] eta: 0:13:10 lr: 0.002339 loss: 0.1931 (0.2002) loss_rec_all: 0.2189 (0.2260) loss_rec_sfr: 0.2933 (0.2973) loss_cl: -0.2791 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [15:04:33.867854] Epoch: [117] [1880/2904] eta: 0:12:54 lr: 0.002339 loss: 0.1878 (0.2001) loss_rec_all: 0.2140 (0.2259) loss_rec_sfr: 0.2661 (0.2974) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [15:04:48.788677] Epoch: [117] [1900/2904] eta: 0:12:39 lr: 0.002339 loss: 0.1880 (0.2001) loss_rec_all: 0.2138 (0.2259) loss_rec_sfr: 0.2822 (0.2972) loss_cl: -0.2792 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [15:05:03.707654] Epoch: [117] [1920/2904] eta: 0:12:24 lr: 0.002339 loss: 0.1924 (0.2001) loss_rec_all: 0.2180 (0.2259) loss_rec_sfr: 0.2774 (0.2974) loss_cl: -0.2781 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [15:05:18.625967] Epoch: [117] [1940/2904] eta: 0:12:09 lr: 0.002339 loss: 0.1889 (0.2000) loss_rec_all: 0.2148 (0.2258) loss_rec_sfr: 0.2708 (0.2970) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [15:05:33.548404] Epoch: [117] [1960/2904] eta: 0:11:53 lr: 0.002339 loss: 0.1894 (0.1999) loss_rec_all: 0.2156 (0.2257) loss_rec_sfr: 0.2509 (0.2967) loss_cl: -0.2789 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [15:05:48.473674] Epoch: [117] [1980/2904] eta: 0:11:38 lr: 0.002339 loss: 0.1904 (0.2000) loss_rec_all: 0.2163 (0.2258) loss_rec_sfr: 0.2831 (0.2968) loss_cl: -0.2794 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [15:06:03.399768] Epoch: [117] [2000/2904] eta: 0:11:23 lr: 0.002339 loss: 0.1925 (0.2001) loss_rec_all: 0.2184 (0.2259) loss_rec_sfr: 0.2845 (0.2971) loss_cl: -0.2789 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [15:06:18.324473] Epoch: [117] [2020/2904] eta: 0:11:08 lr: 0.002339 loss: 0.1940 (0.2001) loss_rec_all: 0.2198 (0.2259) loss_rec_sfr: 0.2708 (0.2970) loss_cl: -0.2777 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [15:06:33.242619] Epoch: [117] [2040/2904] eta: 0:10:53 lr: 0.002339 loss: 0.1923 (0.2000) loss_rec_all: 0.2183 (0.2258) loss_rec_sfr: 0.2688 (0.2967) loss_cl: -0.2795 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [15:06:48.162341] Epoch: [117] [2060/2904] eta: 0:10:37 lr: 0.002339 loss: 0.1895 (0.1999) loss_rec_all: 0.2153 (0.2257) loss_rec_sfr: 0.2750 (0.2965) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [15:07:03.085753] Epoch: [117] [2080/2904] eta: 0:10:22 lr: 0.002339 loss: 0.1859 (0.1998) loss_rec_all: 0.2125 (0.2256) loss_rec_sfr: 0.2372 (0.2961) loss_cl: -0.2795 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [15:07:18.016687] Epoch: [117] [2100/2904] eta: 0:10:07 lr: 0.002339 loss: 0.1908 (0.1998) loss_rec_all: 0.2171 (0.2256) loss_rec_sfr: 0.2409 (0.2961) loss_cl: -0.2796 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [15:07:32.949004] Epoch: [117] [2120/2904] eta: 0:09:52 lr: 0.002339 loss: 0.1901 (0.1999) loss_rec_all: 0.2160 (0.2257) loss_rec_sfr: 0.2713 (0.2961) loss_cl: -0.2787 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [15:07:47.880297] Epoch: [117] [2140/2904] eta: 0:09:37 lr: 0.002339 loss: 0.1949 (0.1998) loss_rec_all: 0.2209 (0.2256) loss_rec_sfr: 0.2748 (0.2960) loss_cl: -0.2782 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [15:08:02.817793] Epoch: [117] [2160/2904] eta: 0:09:21 lr: 0.002339 loss: 0.1882 (0.1997) loss_rec_all: 0.2143 (0.2255) loss_rec_sfr: 0.2748 (0.2958) loss_cl: -0.2789 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [15:08:17.765619] Epoch: [117] [2180/2904] eta: 0:09:06 lr: 0.002339 loss: 0.1869 (0.1997) loss_rec_all: 0.2134 (0.2255) loss_rec_sfr: 0.2502 (0.2957) loss_cl: -0.2790 (-0.2788) time: 0.7474 data: 0.0002 max mem: 29860 [15:08:32.703657] Epoch: [117] [2200/2904] eta: 0:08:51 lr: 0.002339 loss: 0.1914 (0.1998) loss_rec_all: 0.2172 (0.2256) loss_rec_sfr: 0.2797 (0.2958) loss_cl: -0.2790 (-0.2788) time: 0.7469 data: 0.0002 max mem: 29860 [15:08:47.632634] Epoch: [117] [2220/2904] eta: 0:08:36 lr: 0.002339 loss: 0.1891 (0.1998) loss_rec_all: 0.2149 (0.2256) loss_rec_sfr: 0.2769 (0.2959) loss_cl: -0.2793 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [15:09:02.574918] Epoch: [117] [2240/2904] eta: 0:08:21 lr: 0.002339 loss: 0.1919 (0.1999) loss_rec_all: 0.2175 (0.2257) loss_rec_sfr: 0.2825 (0.2963) loss_cl: -0.2791 (-0.2788) time: 0.7471 data: 0.0002 max mem: 29860 [15:09:17.504089] Epoch: [117] [2260/2904] eta: 0:08:06 lr: 0.002339 loss: 0.1904 (0.1999) loss_rec_all: 0.2162 (0.2257) loss_rec_sfr: 0.2935 (0.2963) loss_cl: -0.2792 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [15:09:32.443770] Epoch: [117] [2280/2904] eta: 0:07:51 lr: 0.002339 loss: 0.1880 (0.1999) loss_rec_all: 0.2141 (0.2257) loss_rec_sfr: 0.2708 (0.2962) loss_cl: -0.2786 (-0.2788) time: 0.7469 data: 0.0002 max mem: 29860 [15:09:47.372886] Epoch: [117] [2300/2904] eta: 0:07:35 lr: 0.002338 loss: 0.1894 (0.1999) loss_rec_all: 0.2154 (0.2257) loss_rec_sfr: 0.2637 (0.2963) loss_cl: -0.2779 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [15:10:02.295856] Epoch: [117] [2320/2904] eta: 0:07:20 lr: 0.002338 loss: 0.1911 (0.1999) loss_rec_all: 0.2170 (0.2257) loss_rec_sfr: 0.2760 (0.2963) loss_cl: -0.2785 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [15:10:17.221551] Epoch: [117] [2340/2904] eta: 0:07:05 lr: 0.002338 loss: 0.1932 (0.1999) loss_rec_all: 0.2191 (0.2257) loss_rec_sfr: 0.2733 (0.2964) loss_cl: -0.2803 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [15:10:32.146472] Epoch: [117] [2360/2904] eta: 0:06:50 lr: 0.002338 loss: 0.1884 (0.1999) loss_rec_all: 0.2142 (0.2257) loss_rec_sfr: 0.2942 (0.2965) loss_cl: -0.2806 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [15:10:47.066137] Epoch: [117] [2380/2904] eta: 0:06:35 lr: 0.002338 loss: 0.1902 (0.1999) loss_rec_all: 0.2159 (0.2257) loss_rec_sfr: 0.2786 (0.2966) loss_cl: -0.2775 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [15:11:01.989139] Epoch: [117] [2400/2904] eta: 0:06:20 lr: 0.002338 loss: 0.1881 (0.1999) loss_rec_all: 0.2142 (0.2257) loss_rec_sfr: 0.2790 (0.2964) loss_cl: -0.2781 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [15:11:16.917423] Epoch: [117] [2420/2904] eta: 0:06:05 lr: 0.002338 loss: 0.1864 (0.1998) loss_rec_all: 0.2126 (0.2256) loss_rec_sfr: 0.2697 (0.2963) loss_cl: -0.2777 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [15:11:31.836416] Epoch: [117] [2440/2904] eta: 0:05:49 lr: 0.002338 loss: 0.1900 (0.1998) loss_rec_all: 0.2159 (0.2256) loss_rec_sfr: 0.2804 (0.2963) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [15:11:46.758710] Epoch: [117] [2460/2904] eta: 0:05:34 lr: 0.002338 loss: 0.1887 (0.1998) loss_rec_all: 0.2149 (0.2256) loss_rec_sfr: 0.2783 (0.2963) loss_cl: -0.2802 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [15:12:01.688819] Epoch: [117] [2480/2904] eta: 0:05:19 lr: 0.002338 loss: 0.1879 (0.1998) loss_rec_all: 0.2137 (0.2256) loss_rec_sfr: 0.2765 (0.2962) loss_cl: -0.2791 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [15:12:16.611258] Epoch: [117] [2500/2904] eta: 0:05:04 lr: 0.002338 loss: 0.1891 (0.1998) loss_rec_all: 0.2155 (0.2256) loss_rec_sfr: 0.2688 (0.2962) loss_cl: -0.2788 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [15:12:31.530049] Epoch: [117] [2520/2904] eta: 0:04:49 lr: 0.002338 loss: 0.1924 (0.1998) loss_rec_all: 0.2184 (0.2256) loss_rec_sfr: 0.2460 (0.2961) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [15:12:46.456635] Epoch: [117] [2540/2904] eta: 0:04:34 lr: 0.002338 loss: 0.1908 (0.1998) loss_rec_all: 0.2165 (0.2256) loss_rec_sfr: 0.2755 (0.2960) loss_cl: -0.2785 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [15:13:01.376818] Epoch: [117] [2560/2904] eta: 0:04:19 lr: 0.002338 loss: 0.1851 (0.1997) loss_rec_all: 0.2110 (0.2255) loss_rec_sfr: 0.2726 (0.2958) loss_cl: -0.2783 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [15:13:16.299880] Epoch: [117] [2580/2904] eta: 0:04:04 lr: 0.002338 loss: 0.1951 (0.1998) loss_rec_all: 0.2207 (0.2256) loss_rec_sfr: 0.2997 (0.2961) loss_cl: -0.2782 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [15:13:31.221697] Epoch: [117] [2600/2904] eta: 0:03:49 lr: 0.002338 loss: 0.1924 (0.1998) loss_rec_all: 0.2186 (0.2256) loss_rec_sfr: 0.2827 (0.2962) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [15:13:46.144184] Epoch: [117] [2620/2904] eta: 0:03:34 lr: 0.002338 loss: 0.1898 (0.1998) loss_rec_all: 0.2157 (0.2256) loss_rec_sfr: 0.2732 (0.2962) loss_cl: -0.2795 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [15:14:01.072309] Epoch: [117] [2640/2904] eta: 0:03:18 lr: 0.002338 loss: 0.1893 (0.1998) loss_rec_all: 0.2154 (0.2256) loss_rec_sfr: 0.2859 (0.2963) loss_cl: -0.2785 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [15:14:15.989321] Epoch: [117] [2660/2904] eta: 0:03:03 lr: 0.002338 loss: 0.1918 (0.1999) loss_rec_all: 0.2177 (0.2257) loss_rec_sfr: 0.2658 (0.2964) loss_cl: -0.2783 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [15:14:30.915891] Epoch: [117] [2680/2904] eta: 0:02:48 lr: 0.002338 loss: 0.1931 (0.1999) loss_rec_all: 0.2190 (0.2257) loss_rec_sfr: 0.2756 (0.2965) loss_cl: -0.2785 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [15:14:45.837055] Epoch: [117] [2700/2904] eta: 0:02:33 lr: 0.002338 loss: 0.1868 (0.1998) loss_rec_all: 0.2126 (0.2257) loss_rec_sfr: 0.2511 (0.2962) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [15:15:00.766903] Epoch: [117] [2720/2904] eta: 0:02:18 lr: 0.002338 loss: 0.1915 (0.1999) loss_rec_all: 0.2172 (0.2257) loss_rec_sfr: 0.2812 (0.2963) loss_cl: -0.2789 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [15:15:15.689046] Epoch: [117] [2740/2904] eta: 0:02:03 lr: 0.002338 loss: 0.1916 (0.1999) loss_rec_all: 0.2176 (0.2257) loss_rec_sfr: 0.2878 (0.2965) loss_cl: -0.2791 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [15:15:30.616887] Epoch: [117] [2760/2904] eta: 0:01:48 lr: 0.002338 loss: 0.1877 (0.1999) loss_rec_all: 0.2138 (0.2257) loss_rec_sfr: 0.2641 (0.2964) loss_cl: -0.2784 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [15:15:45.543927] Epoch: [117] [2780/2904] eta: 0:01:33 lr: 0.002338 loss: 0.1928 (0.1999) loss_rec_all: 0.2187 (0.2257) loss_rec_sfr: 0.2786 (0.2964) loss_cl: -0.2785 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [15:16:00.475300] Epoch: [117] [2800/2904] eta: 0:01:18 lr: 0.002338 loss: 0.1958 (0.1999) loss_rec_all: 0.2219 (0.2257) loss_rec_sfr: 0.2756 (0.2965) loss_cl: -0.2795 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [15:16:15.401721] Epoch: [117] [2820/2904] eta: 0:01:03 lr: 0.002338 loss: 0.1855 (0.1998) loss_rec_all: 0.2118 (0.2256) loss_rec_sfr: 0.2797 (0.2962) loss_cl: -0.2791 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [15:16:30.357240] Epoch: [117] [2840/2904] eta: 0:00:48 lr: 0.002338 loss: 0.1844 (0.1998) loss_rec_all: 0.2105 (0.2256) loss_rec_sfr: 0.2692 (0.2961) loss_cl: -0.2796 (-0.2788) time: 0.7477 data: 0.0023 max mem: 29860 [15:16:45.268373] Epoch: [117] [2860/2904] eta: 0:00:33 lr: 0.002338 loss: 0.1893 (0.1998) loss_rec_all: 0.2155 (0.2256) loss_rec_sfr: 0.2788 (0.2961) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0001 max mem: 29860 [15:17:00.168256] Epoch: [117] [2880/2904] eta: 0:00:18 lr: 0.002338 loss: 0.1891 (0.1997) loss_rec_all: 0.2150 (0.2256) loss_rec_sfr: 0.2735 (0.2960) loss_cl: -0.2800 (-0.2788) time: 0.7450 data: 0.0001 max mem: 29860 [15:17:15.074400] Epoch: [117] [2900/2904] eta: 0:00:03 lr: 0.002338 loss: 0.1919 (0.1998) loss_rec_all: 0.2177 (0.2256) loss_rec_sfr: 0.2787 (0.2961) loss_cl: -0.2788 (-0.2788) time: 0.7453 data: 0.0001 max mem: 29860 [15:17:17.317771] Epoch: [117] [2903/2904] eta: 0:00:00 lr: 0.002338 loss: 0.1927 (0.1998) loss_rec_all: 0.2187 (0.2256) loss_rec_sfr: 0.2787 (0.2960) loss_cl: -0.2788 (-0.2788) time: 0.7452 data: 0.0001 max mem: 29860 [15:17:19.474361] Epoch: [117] Total time: 0:36:28 (0.7538 s / it) [15:17:19.475403] Averaged stats: lr: 0.002338 loss: 0.1927 (0.2023) loss_rec_all: 0.2187 (0.2257) loss_rec_sfr: 0.2787 (0.2969) loss_cl: -0.2788 (-0.2555) [15:17:19.480036] log_dir: ./checkpoint/VF2_ViT-B [15:17:36.396281] Epoch: [118] [ 0/2904] eta: 13:38:41 lr: 0.002338 loss: 0.1852 (0.1852) loss_rec_all: 0.2118 (0.2118) loss_rec_sfr: 0.2041 (0.2041) loss_cl: -0.2803 (-0.2803) time: 16.9152 data: 14.9862 max mem: 29860 [15:17:51.742489] Epoch: [118] [ 20/2904] eta: 1:13:50 lr: 0.002338 loss: 0.1917 (0.2001) loss_rec_all: 0.2173 (0.2260) loss_rec_sfr: 0.2743 (0.2882) loss_cl: -0.2793 (-0.2792) time: 0.7673 data: 0.0002 max mem: 29860 [15:18:06.623407] Epoch: [118] [ 40/2904] eta: 0:54:52 lr: 0.002338 loss: 0.1880 (0.1985) loss_rec_all: 0.2142 (0.2244) loss_rec_sfr: 0.2681 (0.2858) loss_cl: -0.2785 (-0.2788) time: 0.7440 data: 0.0002 max mem: 29860 [15:18:21.513880] Epoch: [118] [ 60/2904] eta: 0:48:12 lr: 0.002338 loss: 0.1894 (0.1971) loss_rec_all: 0.2152 (0.2230) loss_rec_sfr: 0.2720 (0.2857) loss_cl: -0.2794 (-0.2789) time: 0.7445 data: 0.0002 max mem: 29860 [15:18:36.407108] Epoch: [118] [ 80/2904] eta: 0:44:41 lr: 0.002338 loss: 0.1909 (0.1989) loss_rec_all: 0.2171 (0.2247) loss_rec_sfr: 0.2714 (0.2926) loss_cl: -0.2782 (-0.2787) time: 0.7446 data: 0.0002 max mem: 29860 [15:18:51.314945] Epoch: [118] [ 100/2904] eta: 0:42:29 lr: 0.002338 loss: 0.1900 (0.1984) loss_rec_all: 0.2159 (0.2242) loss_rec_sfr: 0.2910 (0.2930) loss_cl: -0.2791 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [15:19:06.236212] Epoch: [118] [ 120/2904] eta: 0:40:56 lr: 0.002338 loss: 0.1864 (0.1975) loss_rec_all: 0.2123 (0.2233) loss_rec_sfr: 0.2753 (0.2924) loss_cl: -0.2784 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [15:19:21.163118] Epoch: [118] [ 140/2904] eta: 0:39:45 lr: 0.002338 loss: 0.1887 (0.1962) loss_rec_all: 0.2145 (0.2220) loss_rec_sfr: 0.2491 (0.2876) loss_cl: -0.2793 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [15:19:36.085162] Epoch: [118] [ 160/2904] eta: 0:38:48 lr: 0.002338 loss: 0.1902 (0.1976) loss_rec_all: 0.2159 (0.2234) loss_rec_sfr: 0.2877 (0.2924) loss_cl: -0.2779 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [15:19:51.034687] Epoch: [118] [ 180/2904] eta: 0:38:00 lr: 0.002338 loss: 0.1899 (0.1973) loss_rec_all: 0.2160 (0.2231) loss_rec_sfr: 0.2646 (0.2897) loss_cl: -0.2788 (-0.2787) time: 0.7474 data: 0.0002 max mem: 29860 [15:20:05.952584] Epoch: [118] [ 200/2904] eta: 0:37:19 lr: 0.002338 loss: 0.1931 (0.1984) loss_rec_all: 0.2189 (0.2243) loss_rec_sfr: 0.2811 (0.2931) loss_cl: -0.2793 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [15:20:21.004108] Epoch: [118] [ 220/2904] eta: 0:36:44 lr: 0.002338 loss: 0.1863 (0.1979) loss_rec_all: 0.2128 (0.2237) loss_rec_sfr: 0.2408 (0.2903) loss_cl: -0.2797 (-0.2788) time: 0.7525 data: 0.0002 max mem: 29860 [15:20:35.939828] Epoch: [118] [ 240/2904] eta: 0:36:11 lr: 0.002338 loss: 0.1892 (0.1979) loss_rec_all: 0.2150 (0.2237) loss_rec_sfr: 0.2820 (0.2910) loss_cl: -0.2789 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [15:20:50.864518] Epoch: [118] [ 260/2904] eta: 0:35:41 lr: 0.002338 loss: 0.1891 (0.1982) loss_rec_all: 0.2149 (0.2240) loss_rec_sfr: 0.2667 (0.2920) loss_cl: -0.2784 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [15:21:05.788971] Epoch: [118] [ 280/2904] eta: 0:35:13 lr: 0.002338 loss: 0.1900 (0.1983) loss_rec_all: 0.2162 (0.2241) loss_rec_sfr: 0.2686 (0.2918) loss_cl: -0.2785 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [15:21:20.706700] Epoch: [118] [ 300/2904] eta: 0:34:46 lr: 0.002338 loss: 0.1901 (0.1983) loss_rec_all: 0.2163 (0.2241) loss_rec_sfr: 0.2707 (0.2919) loss_cl: -0.2792 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [15:21:35.646213] Epoch: [118] [ 320/2904] eta: 0:34:21 lr: 0.002338 loss: 0.1892 (0.1984) loss_rec_all: 0.2149 (0.2243) loss_rec_sfr: 0.2804 (0.2920) loss_cl: -0.2802 (-0.2788) time: 0.7469 data: 0.0002 max mem: 29860 [15:21:50.565486] Epoch: [118] [ 340/2904] eta: 0:33:58 lr: 0.002338 loss: 0.1914 (0.1987) loss_rec_all: 0.2178 (0.2245) loss_rec_sfr: 0.2530 (0.2922) loss_cl: -0.2795 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [15:22:05.484881] Epoch: [118] [ 360/2904] eta: 0:33:35 lr: 0.002338 loss: 0.1938 (0.1991) loss_rec_all: 0.2195 (0.2249) loss_rec_sfr: 0.2887 (0.2939) loss_cl: -0.2782 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [15:22:20.411589] Epoch: [118] [ 380/2904] eta: 0:33:13 lr: 0.002338 loss: 0.1916 (0.1993) loss_rec_all: 0.2172 (0.2251) loss_rec_sfr: 0.2919 (0.2955) loss_cl: -0.2784 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [15:22:35.330737] Epoch: [118] [ 400/2904] eta: 0:32:52 lr: 0.002338 loss: 0.1920 (0.1992) loss_rec_all: 0.2181 (0.2250) loss_rec_sfr: 0.2778 (0.2949) loss_cl: -0.2797 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [15:22:50.248856] Epoch: [118] [ 420/2904] eta: 0:32:31 lr: 0.002338 loss: 0.1909 (0.1993) loss_rec_all: 0.2168 (0.2252) loss_rec_sfr: 0.2826 (0.2955) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [15:23:05.162593] Epoch: [118] [ 440/2904] eta: 0:32:11 lr: 0.002338 loss: 0.1867 (0.1989) loss_rec_all: 0.2129 (0.2247) loss_rec_sfr: 0.2870 (0.2943) loss_cl: -0.2783 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [15:23:20.080167] Epoch: [118] [ 460/2904] eta: 0:31:51 lr: 0.002338 loss: 0.1882 (0.1987) loss_rec_all: 0.2141 (0.2246) loss_rec_sfr: 0.2676 (0.2937) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [15:23:35.000933] Epoch: [118] [ 480/2904] eta: 0:31:32 lr: 0.002338 loss: 0.1897 (0.1988) loss_rec_all: 0.2157 (0.2246) loss_rec_sfr: 0.2735 (0.2936) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [15:23:49.926013] Epoch: [118] [ 500/2904] eta: 0:31:13 lr: 0.002338 loss: 0.1902 (0.1990) loss_rec_all: 0.2160 (0.2248) loss_rec_sfr: 0.2726 (0.2940) loss_cl: -0.2785 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [15:24:04.843111] Epoch: [118] [ 520/2904] eta: 0:30:54 lr: 0.002338 loss: 0.1838 (0.1988) loss_rec_all: 0.2101 (0.2246) loss_rec_sfr: 0.2863 (0.2938) loss_cl: -0.2780 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [15:24:19.753862] Epoch: [118] [ 540/2904] eta: 0:30:36 lr: 0.002338 loss: 0.1898 (0.1991) loss_rec_all: 0.2158 (0.2249) loss_rec_sfr: 0.2944 (0.2950) loss_cl: -0.2787 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [15:24:34.668676] Epoch: [118] [ 560/2904] eta: 0:30:18 lr: 0.002338 loss: 0.1875 (0.1990) loss_rec_all: 0.2135 (0.2248) loss_rec_sfr: 0.2857 (0.2952) loss_cl: -0.2789 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [15:24:49.585612] Epoch: [118] [ 580/2904] eta: 0:30:00 lr: 0.002338 loss: 0.1873 (0.1987) loss_rec_all: 0.2132 (0.2246) loss_rec_sfr: 0.2646 (0.2943) loss_cl: -0.2789 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [15:25:04.501356] Epoch: [118] [ 600/2904] eta: 0:29:42 lr: 0.002338 loss: 0.1897 (0.1986) loss_rec_all: 0.2159 (0.2244) loss_rec_sfr: 0.2830 (0.2938) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [15:25:19.417635] Epoch: [118] [ 620/2904] eta: 0:29:25 lr: 0.002338 loss: 0.1854 (0.1982) loss_rec_all: 0.2119 (0.2240) loss_rec_sfr: 0.2189 (0.2920) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [15:25:34.336386] Epoch: [118] [ 640/2904] eta: 0:29:07 lr: 0.002338 loss: 0.1928 (0.1984) loss_rec_all: 0.2187 (0.2242) loss_rec_sfr: 0.2784 (0.2923) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [15:25:49.254154] Epoch: [118] [ 660/2904] eta: 0:28:50 lr: 0.002338 loss: 0.1912 (0.1985) loss_rec_all: 0.2172 (0.2243) loss_rec_sfr: 0.2920 (0.2931) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [15:26:04.169886] Epoch: [118] [ 680/2904] eta: 0:28:33 lr: 0.002338 loss: 0.1929 (0.1986) loss_rec_all: 0.2192 (0.2244) loss_rec_sfr: 0.2713 (0.2931) loss_cl: -0.2793 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [15:26:19.085679] Epoch: [118] [ 700/2904] eta: 0:28:16 lr: 0.002338 loss: 0.1902 (0.1984) loss_rec_all: 0.2162 (0.2242) loss_rec_sfr: 0.2672 (0.2925) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [15:26:34.006046] Epoch: [118] [ 720/2904] eta: 0:27:59 lr: 0.002338 loss: 0.1926 (0.1987) loss_rec_all: 0.2186 (0.2245) loss_rec_sfr: 0.2814 (0.2933) loss_cl: -0.2780 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [15:26:48.926878] Epoch: [118] [ 740/2904] eta: 0:27:42 lr: 0.002338 loss: 0.1895 (0.1985) loss_rec_all: 0.2152 (0.2243) loss_rec_sfr: 0.2675 (0.2925) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [15:27:03.845475] Epoch: [118] [ 760/2904] eta: 0:27:26 lr: 0.002338 loss: 0.1887 (0.1986) loss_rec_all: 0.2145 (0.2244) loss_rec_sfr: 0.2883 (0.2931) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [15:27:18.764729] Epoch: [118] [ 780/2904] eta: 0:27:09 lr: 0.002338 loss: 0.1868 (0.1989) loss_rec_all: 0.2126 (0.2248) loss_rec_sfr: 0.2921 (0.2946) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [15:27:33.684054] Epoch: [118] [ 800/2904] eta: 0:26:53 lr: 0.002338 loss: 0.1884 (0.1990) loss_rec_all: 0.2145 (0.2248) loss_rec_sfr: 0.2677 (0.2945) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [15:27:48.607388] Epoch: [118] [ 820/2904] eta: 0:26:36 lr: 0.002338 loss: 0.1874 (0.1989) loss_rec_all: 0.2134 (0.2247) loss_rec_sfr: 0.2427 (0.2942) loss_cl: -0.2783 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [15:28:03.528532] Epoch: [118] [ 840/2904] eta: 0:26:20 lr: 0.002338 loss: 0.1941 (0.1990) loss_rec_all: 0.2204 (0.2248) loss_rec_sfr: 0.2687 (0.2942) loss_cl: -0.2787 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [15:28:18.455273] Epoch: [118] [ 860/2904] eta: 0:26:04 lr: 0.002338 loss: 0.1859 (0.1989) loss_rec_all: 0.2120 (0.2247) loss_rec_sfr: 0.2851 (0.2942) loss_cl: -0.2801 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [15:28:33.372981] Epoch: [118] [ 880/2904] eta: 0:25:48 lr: 0.002338 loss: 0.1861 (0.1987) loss_rec_all: 0.2124 (0.2245) loss_rec_sfr: 0.2453 (0.2934) loss_cl: -0.2795 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [15:28:48.293394] Epoch: [118] [ 900/2904] eta: 0:25:31 lr: 0.002338 loss: 0.1887 (0.1986) loss_rec_all: 0.2147 (0.2244) loss_rec_sfr: 0.2808 (0.2934) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [15:29:03.215952] Epoch: [118] [ 920/2904] eta: 0:25:15 lr: 0.002338 loss: 0.1935 (0.1987) loss_rec_all: 0.2194 (0.2245) loss_rec_sfr: 0.2789 (0.2937) loss_cl: -0.2787 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [15:29:18.135876] Epoch: [118] [ 940/2904] eta: 0:24:59 lr: 0.002338 loss: 0.1909 (0.1986) loss_rec_all: 0.2169 (0.2244) loss_rec_sfr: 0.2690 (0.2934) loss_cl: -0.2794 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [15:29:33.058023] Epoch: [118] [ 960/2904] eta: 0:24:43 lr: 0.002338 loss: 0.1923 (0.1987) loss_rec_all: 0.2186 (0.2245) loss_rec_sfr: 0.2736 (0.2937) loss_cl: -0.2795 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [15:29:47.979988] Epoch: [118] [ 980/2904] eta: 0:24:27 lr: 0.002338 loss: 0.1910 (0.1988) loss_rec_all: 0.2173 (0.2246) loss_rec_sfr: 0.2765 (0.2940) loss_cl: -0.2788 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [15:30:02.899211] Epoch: [118] [1000/2904] eta: 0:24:12 lr: 0.002338 loss: 0.1883 (0.1988) loss_rec_all: 0.2142 (0.2246) loss_rec_sfr: 0.2696 (0.2939) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [15:30:17.816403] Epoch: [118] [1020/2904] eta: 0:23:56 lr: 0.002338 loss: 0.1886 (0.1989) loss_rec_all: 0.2144 (0.2247) loss_rec_sfr: 0.2760 (0.2939) loss_cl: -0.2783 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [15:30:32.736788] Epoch: [118] [1040/2904] eta: 0:23:40 lr: 0.002338 loss: 0.1952 (0.1991) loss_rec_all: 0.2208 (0.2249) loss_rec_sfr: 0.2982 (0.2948) loss_cl: -0.2781 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [15:30:47.654845] Epoch: [118] [1060/2904] eta: 0:23:24 lr: 0.002338 loss: 0.1914 (0.1992) loss_rec_all: 0.2173 (0.2250) loss_rec_sfr: 0.2702 (0.2949) loss_cl: -0.2783 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [15:31:02.582592] Epoch: [118] [1080/2904] eta: 0:23:08 lr: 0.002338 loss: 0.1865 (0.1991) loss_rec_all: 0.2128 (0.2249) loss_rec_sfr: 0.2636 (0.2946) loss_cl: -0.2792 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [15:31:17.511874] Epoch: [118] [1100/2904] eta: 0:22:53 lr: 0.002338 loss: 0.1915 (0.1993) loss_rec_all: 0.2179 (0.2251) loss_rec_sfr: 0.2899 (0.2952) loss_cl: -0.2794 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [15:31:32.441051] Epoch: [118] [1120/2904] eta: 0:22:37 lr: 0.002338 loss: 0.1899 (0.1992) loss_rec_all: 0.2157 (0.2250) loss_rec_sfr: 0.2753 (0.2949) loss_cl: -0.2789 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [15:31:47.377203] Epoch: [118] [1140/2904] eta: 0:22:21 lr: 0.002338 loss: 0.1943 (0.1993) loss_rec_all: 0.2205 (0.2251) loss_rec_sfr: 0.2707 (0.2949) loss_cl: -0.2787 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [15:32:02.321855] Epoch: [118] [1160/2904] eta: 0:22:06 lr: 0.002338 loss: 0.1887 (0.1992) loss_rec_all: 0.2143 (0.2251) loss_rec_sfr: 0.2782 (0.2949) loss_cl: -0.2782 (-0.2788) time: 0.7472 data: 0.0002 max mem: 29860 [15:32:17.257446] Epoch: [118] [1180/2904] eta: 0:21:50 lr: 0.002338 loss: 0.1901 (0.1992) loss_rec_all: 0.2163 (0.2250) loss_rec_sfr: 0.2924 (0.2949) loss_cl: -0.2789 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [15:32:32.194290] Epoch: [118] [1200/2904] eta: 0:21:34 lr: 0.002338 loss: 0.1919 (0.1992) loss_rec_all: 0.2180 (0.2250) loss_rec_sfr: 0.2762 (0.2947) loss_cl: -0.2787 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [15:32:47.124690] Epoch: [118] [1220/2904] eta: 0:21:19 lr: 0.002338 loss: 0.1923 (0.1992) loss_rec_all: 0.2182 (0.2251) loss_rec_sfr: 0.2841 (0.2949) loss_cl: -0.2791 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [15:33:02.053316] Epoch: [118] [1240/2904] eta: 0:21:03 lr: 0.002337 loss: 0.1912 (0.1993) loss_rec_all: 0.2171 (0.2251) loss_rec_sfr: 0.2802 (0.2952) loss_cl: -0.2788 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [15:33:16.973463] Epoch: [118] [1260/2904] eta: 0:20:48 lr: 0.002337 loss: 0.1877 (0.1994) loss_rec_all: 0.2136 (0.2252) loss_rec_sfr: 0.2846 (0.2955) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [15:33:31.899847] Epoch: [118] [1280/2904] eta: 0:20:32 lr: 0.002337 loss: 0.1877 (0.1994) loss_rec_all: 0.2138 (0.2252) loss_rec_sfr: 0.2716 (0.2955) loss_cl: -0.2793 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [15:33:46.823941] Epoch: [118] [1300/2904] eta: 0:20:17 lr: 0.002337 loss: 0.1893 (0.1993) loss_rec_all: 0.2149 (0.2251) loss_rec_sfr: 0.2797 (0.2952) loss_cl: -0.2787 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [15:34:01.745811] Epoch: [118] [1320/2904] eta: 0:20:01 lr: 0.002337 loss: 0.1888 (0.1993) loss_rec_all: 0.2146 (0.2251) loss_rec_sfr: 0.2754 (0.2954) loss_cl: -0.2788 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [15:34:16.670423] Epoch: [118] [1340/2904] eta: 0:19:46 lr: 0.002337 loss: 0.1949 (0.1995) loss_rec_all: 0.2210 (0.2253) loss_rec_sfr: 0.2749 (0.2958) loss_cl: -0.2788 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [15:34:31.600978] Epoch: [118] [1360/2904] eta: 0:19:30 lr: 0.002337 loss: 0.1908 (0.1996) loss_rec_all: 0.2165 (0.2254) loss_rec_sfr: 0.2554 (0.2962) loss_cl: -0.2790 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [15:34:46.526689] Epoch: [118] [1380/2904] eta: 0:19:15 lr: 0.002337 loss: 0.1916 (0.1997) loss_rec_all: 0.2173 (0.2255) loss_rec_sfr: 0.2908 (0.2965) loss_cl: -0.2790 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [15:35:01.453820] Epoch: [118] [1400/2904] eta: 0:18:59 lr: 0.002337 loss: 0.1934 (0.1998) loss_rec_all: 0.2192 (0.2256) loss_rec_sfr: 0.2833 (0.2968) loss_cl: -0.2790 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [15:35:16.377291] Epoch: [118] [1420/2904] eta: 0:18:44 lr: 0.002337 loss: 0.1873 (0.1998) loss_rec_all: 0.2134 (0.2256) loss_rec_sfr: 0.2896 (0.2970) loss_cl: -0.2781 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [15:35:31.301994] Epoch: [118] [1440/2904] eta: 0:18:29 lr: 0.002337 loss: 0.1906 (0.1999) loss_rec_all: 0.2167 (0.2257) loss_rec_sfr: 0.2481 (0.2970) loss_cl: -0.2784 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [15:35:46.226535] Epoch: [118] [1460/2904] eta: 0:18:13 lr: 0.002337 loss: 0.1875 (0.1998) loss_rec_all: 0.2140 (0.2256) loss_rec_sfr: 0.2715 (0.2968) loss_cl: -0.2786 (-0.2787) time: 0.7462 data: 0.0003 max mem: 29860 [15:36:01.149092] Epoch: [118] [1480/2904] eta: 0:17:58 lr: 0.002337 loss: 0.1859 (0.1997) loss_rec_all: 0.2120 (0.2255) loss_rec_sfr: 0.2685 (0.2965) loss_cl: -0.2784 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [15:36:16.068035] Epoch: [118] [1500/2904] eta: 0:17:43 lr: 0.002337 loss: 0.1887 (0.1997) loss_rec_all: 0.2153 (0.2255) loss_rec_sfr: 0.2765 (0.2963) loss_cl: -0.2793 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [15:36:30.992228] Epoch: [118] [1520/2904] eta: 0:17:27 lr: 0.002337 loss: 0.1862 (0.1996) loss_rec_all: 0.2125 (0.2254) loss_rec_sfr: 0.2717 (0.2959) loss_cl: -0.2800 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [15:36:45.914603] Epoch: [118] [1540/2904] eta: 0:17:12 lr: 0.002337 loss: 0.1908 (0.1995) loss_rec_all: 0.2166 (0.2253) loss_rec_sfr: 0.2742 (0.2957) loss_cl: -0.2786 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [15:37:00.835930] Epoch: [118] [1560/2904] eta: 0:16:57 lr: 0.002337 loss: 0.1907 (0.1996) loss_rec_all: 0.2166 (0.2254) loss_rec_sfr: 0.2889 (0.2959) loss_cl: -0.2784 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [15:37:15.763001] Epoch: [118] [1580/2904] eta: 0:16:41 lr: 0.002337 loss: 0.1924 (0.1996) loss_rec_all: 0.2181 (0.2254) loss_rec_sfr: 0.2838 (0.2960) loss_cl: -0.2788 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [15:37:30.695048] Epoch: [118] [1600/2904] eta: 0:16:26 lr: 0.002337 loss: 0.1932 (0.1996) loss_rec_all: 0.2194 (0.2254) loss_rec_sfr: 0.2732 (0.2959) loss_cl: -0.2796 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [15:37:45.625805] Epoch: [118] [1620/2904] eta: 0:16:11 lr: 0.002337 loss: 0.1892 (0.1996) loss_rec_all: 0.2152 (0.2254) loss_rec_sfr: 0.2821 (0.2957) loss_cl: -0.2794 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [15:38:00.554778] Epoch: [118] [1640/2904] eta: 0:15:55 lr: 0.002337 loss: 0.1902 (0.1995) loss_rec_all: 0.2158 (0.2253) loss_rec_sfr: 0.2799 (0.2955) loss_cl: -0.2793 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [15:38:15.474541] Epoch: [118] [1660/2904] eta: 0:15:40 lr: 0.002337 loss: 0.1939 (0.1996) loss_rec_all: 0.2195 (0.2254) loss_rec_sfr: 0.2935 (0.2959) loss_cl: -0.2779 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [15:38:30.402373] Epoch: [118] [1680/2904] eta: 0:15:25 lr: 0.002337 loss: 0.1898 (0.1996) loss_rec_all: 0.2160 (0.2254) loss_rec_sfr: 0.2759 (0.2960) loss_cl: -0.2782 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [15:38:45.329612] Epoch: [118] [1700/2904] eta: 0:15:10 lr: 0.002337 loss: 0.1902 (0.1997) loss_rec_all: 0.2161 (0.2255) loss_rec_sfr: 0.2847 (0.2963) loss_cl: -0.2791 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [15:39:00.254599] Epoch: [118] [1720/2904] eta: 0:14:54 lr: 0.002337 loss: 0.1862 (0.1996) loss_rec_all: 0.2126 (0.2254) loss_rec_sfr: 0.2697 (0.2959) loss_cl: -0.2793 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [15:39:15.180490] Epoch: [118] [1740/2904] eta: 0:14:39 lr: 0.002337 loss: 0.1892 (0.1997) loss_rec_all: 0.2152 (0.2255) loss_rec_sfr: 0.2831 (0.2961) loss_cl: -0.2791 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [15:39:30.105513] Epoch: [118] [1760/2904] eta: 0:14:24 lr: 0.002337 loss: 0.1935 (0.1997) loss_rec_all: 0.2196 (0.2255) loss_rec_sfr: 0.2698 (0.2960) loss_cl: -0.2788 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [15:39:45.031302] Epoch: [118] [1780/2904] eta: 0:14:09 lr: 0.002337 loss: 0.1856 (0.1996) loss_rec_all: 0.2119 (0.2254) loss_rec_sfr: 0.2310 (0.2955) loss_cl: -0.2792 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [15:39:59.953532] Epoch: [118] [1800/2904] eta: 0:13:53 lr: 0.002337 loss: 0.1941 (0.1996) loss_rec_all: 0.2201 (0.2254) loss_rec_sfr: 0.2817 (0.2957) loss_cl: -0.2792 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [15:40:14.881474] Epoch: [118] [1820/2904] eta: 0:13:38 lr: 0.002337 loss: 0.1882 (0.1997) loss_rec_all: 0.2143 (0.2255) loss_rec_sfr: 0.2761 (0.2958) loss_cl: -0.2787 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [15:40:29.805560] Epoch: [118] [1840/2904] eta: 0:13:23 lr: 0.002337 loss: 0.1912 (0.1996) loss_rec_all: 0.2175 (0.2254) loss_rec_sfr: 0.2686 (0.2955) loss_cl: -0.2783 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [15:40:44.729672] Epoch: [118] [1860/2904] eta: 0:13:08 lr: 0.002337 loss: 0.1919 (0.1996) loss_rec_all: 0.2177 (0.2254) loss_rec_sfr: 0.2708 (0.2954) loss_cl: -0.2788 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [15:40:59.650430] Epoch: [118] [1880/2904] eta: 0:12:53 lr: 0.002337 loss: 0.1906 (0.1997) loss_rec_all: 0.2168 (0.2255) loss_rec_sfr: 0.2894 (0.2956) loss_cl: -0.2797 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [15:41:14.574609] Epoch: [118] [1900/2904] eta: 0:12:37 lr: 0.002337 loss: 0.1905 (0.1997) loss_rec_all: 0.2163 (0.2255) loss_rec_sfr: 0.2757 (0.2957) loss_cl: -0.2790 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [15:41:29.492546] Epoch: [118] [1920/2904] eta: 0:12:22 lr: 0.002337 loss: 0.1879 (0.1996) loss_rec_all: 0.2140 (0.2254) loss_rec_sfr: 0.2477 (0.2954) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [15:41:44.412121] Epoch: [118] [1940/2904] eta: 0:12:07 lr: 0.002337 loss: 0.1962 (0.1997) loss_rec_all: 0.2221 (0.2255) loss_rec_sfr: 0.2838 (0.2955) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [15:41:59.336311] Epoch: [118] [1960/2904] eta: 0:11:52 lr: 0.002337 loss: 0.1918 (0.1997) loss_rec_all: 0.2178 (0.2255) loss_rec_sfr: 0.2909 (0.2957) loss_cl: -0.2785 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [15:42:14.258973] Epoch: [118] [1980/2904] eta: 0:11:37 lr: 0.002337 loss: 0.1856 (0.1996) loss_rec_all: 0.2115 (0.2254) loss_rec_sfr: 0.2486 (0.2954) loss_cl: -0.2789 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [15:42:29.183508] Epoch: [118] [2000/2904] eta: 0:11:22 lr: 0.002337 loss: 0.1928 (0.1996) loss_rec_all: 0.2187 (0.2254) loss_rec_sfr: 0.2744 (0.2955) loss_cl: -0.2790 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [15:42:44.107914] Epoch: [118] [2020/2904] eta: 0:11:06 lr: 0.002337 loss: 0.1907 (0.1997) loss_rec_all: 0.2166 (0.2255) loss_rec_sfr: 0.2800 (0.2955) loss_cl: -0.2785 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [15:42:59.029822] Epoch: [118] [2040/2904] eta: 0:10:51 lr: 0.002337 loss: 0.1890 (0.1996) loss_rec_all: 0.2150 (0.2254) loss_rec_sfr: 0.2772 (0.2955) loss_cl: -0.2792 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [15:43:13.957529] Epoch: [118] [2060/2904] eta: 0:10:36 lr: 0.002337 loss: 0.1866 (0.1996) loss_rec_all: 0.2127 (0.2254) loss_rec_sfr: 0.2818 (0.2955) loss_cl: -0.2786 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [15:43:28.890954] Epoch: [118] [2080/2904] eta: 0:10:21 lr: 0.002337 loss: 0.1871 (0.1995) loss_rec_all: 0.2132 (0.2253) loss_rec_sfr: 0.2439 (0.2951) loss_cl: -0.2793 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [15:43:43.820113] Epoch: [118] [2100/2904] eta: 0:10:06 lr: 0.002337 loss: 0.1940 (0.1995) loss_rec_all: 0.2198 (0.2253) loss_rec_sfr: 0.2714 (0.2952) loss_cl: -0.2783 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [15:43:58.742441] Epoch: [118] [2120/2904] eta: 0:09:51 lr: 0.002337 loss: 0.1891 (0.1995) loss_rec_all: 0.2156 (0.2253) loss_rec_sfr: 0.2747 (0.2950) loss_cl: -0.2794 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [15:44:13.673823] Epoch: [118] [2140/2904] eta: 0:09:35 lr: 0.002337 loss: 0.1921 (0.1995) loss_rec_all: 0.2184 (0.2254) loss_rec_sfr: 0.2688 (0.2950) loss_cl: -0.2796 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [15:44:28.596519] Epoch: [118] [2160/2904] eta: 0:09:20 lr: 0.002337 loss: 0.1945 (0.1996) loss_rec_all: 0.2205 (0.2254) loss_rec_sfr: 0.2695 (0.2950) loss_cl: -0.2789 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [15:44:43.521736] Epoch: [118] [2180/2904] eta: 0:09:05 lr: 0.002337 loss: 0.1923 (0.1996) loss_rec_all: 0.2184 (0.2254) loss_rec_sfr: 0.2718 (0.2951) loss_cl: -0.2783 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [15:44:58.445833] Epoch: [118] [2200/2904] eta: 0:08:50 lr: 0.002337 loss: 0.1898 (0.1996) loss_rec_all: 0.2158 (0.2254) loss_rec_sfr: 0.2487 (0.2950) loss_cl: -0.2784 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [15:45:13.371831] Epoch: [118] [2220/2904] eta: 0:08:35 lr: 0.002337 loss: 0.1886 (0.1996) loss_rec_all: 0.2144 (0.2254) loss_rec_sfr: 0.2851 (0.2951) loss_cl: -0.2791 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [15:45:28.300051] Epoch: [118] [2240/2904] eta: 0:08:20 lr: 0.002337 loss: 0.1870 (0.1996) loss_rec_all: 0.2128 (0.2254) loss_rec_sfr: 0.2696 (0.2954) loss_cl: -0.2785 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [15:45:43.226409] Epoch: [118] [2260/2904] eta: 0:08:05 lr: 0.002337 loss: 0.1977 (0.1997) loss_rec_all: 0.2236 (0.2255) loss_rec_sfr: 0.2732 (0.2956) loss_cl: -0.2788 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [15:45:58.151844] Epoch: [118] [2280/2904] eta: 0:07:50 lr: 0.002337 loss: 0.1905 (0.1997) loss_rec_all: 0.2163 (0.2255) loss_rec_sfr: 0.2678 (0.2955) loss_cl: -0.2793 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [15:46:13.075412] Epoch: [118] [2300/2904] eta: 0:07:35 lr: 0.002337 loss: 0.1865 (0.1997) loss_rec_all: 0.2126 (0.2255) loss_rec_sfr: 0.2827 (0.2954) loss_cl: -0.2794 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [15:46:28.001900] Epoch: [118] [2320/2904] eta: 0:07:19 lr: 0.002337 loss: 0.1878 (0.1997) loss_rec_all: 0.2142 (0.2255) loss_rec_sfr: 0.2830 (0.2956) loss_cl: -0.2791 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [15:46:42.926287] Epoch: [118] [2340/2904] eta: 0:07:04 lr: 0.002337 loss: 0.1893 (0.1997) loss_rec_all: 0.2153 (0.2255) loss_rec_sfr: 0.2630 (0.2955) loss_cl: -0.2785 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [15:46:57.852992] Epoch: [118] [2360/2904] eta: 0:06:49 lr: 0.002337 loss: 0.1891 (0.1997) loss_rec_all: 0.2149 (0.2255) loss_rec_sfr: 0.2775 (0.2954) loss_cl: -0.2782 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [15:47:12.777305] Epoch: [118] [2380/2904] eta: 0:06:34 lr: 0.002337 loss: 0.1918 (0.1996) loss_rec_all: 0.2180 (0.2255) loss_rec_sfr: 0.2700 (0.2953) loss_cl: -0.2796 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [15:47:27.699652] Epoch: [118] [2400/2904] eta: 0:06:19 lr: 0.002337 loss: 0.1946 (0.1996) loss_rec_all: 0.2205 (0.2254) loss_rec_sfr: 0.2738 (0.2953) loss_cl: -0.2799 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [15:47:42.626377] Epoch: [118] [2420/2904] eta: 0:06:04 lr: 0.002337 loss: 0.1909 (0.1996) loss_rec_all: 0.2170 (0.2255) loss_rec_sfr: 0.2778 (0.2952) loss_cl: -0.2790 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [15:47:57.550608] Epoch: [118] [2440/2904] eta: 0:05:49 lr: 0.002337 loss: 0.1926 (0.1997) loss_rec_all: 0.2185 (0.2255) loss_rec_sfr: 0.2830 (0.2954) loss_cl: -0.2783 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [15:48:12.478106] Epoch: [118] [2460/2904] eta: 0:05:34 lr: 0.002337 loss: 0.1920 (0.1997) loss_rec_all: 0.2179 (0.2255) loss_rec_sfr: 0.2856 (0.2955) loss_cl: -0.2784 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [15:48:27.402614] Epoch: [118] [2480/2904] eta: 0:05:19 lr: 0.002337 loss: 0.1923 (0.1998) loss_rec_all: 0.2182 (0.2256) loss_rec_sfr: 0.2731 (0.2956) loss_cl: -0.2790 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [15:48:42.327849] Epoch: [118] [2500/2904] eta: 0:05:04 lr: 0.002337 loss: 0.1887 (0.1998) loss_rec_all: 0.2150 (0.2256) loss_rec_sfr: 0.2703 (0.2956) loss_cl: -0.2794 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [15:48:57.252977] Epoch: [118] [2520/2904] eta: 0:04:49 lr: 0.002337 loss: 0.1921 (0.1999) loss_rec_all: 0.2180 (0.2257) loss_rec_sfr: 0.2850 (0.2958) loss_cl: -0.2794 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [15:49:12.185088] Epoch: [118] [2540/2904] eta: 0:04:33 lr: 0.002337 loss: 0.1875 (0.1999) loss_rec_all: 0.2133 (0.2257) loss_rec_sfr: 0.2770 (0.2958) loss_cl: -0.2775 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [15:49:27.114056] Epoch: [118] [2560/2904] eta: 0:04:18 lr: 0.002337 loss: 0.1926 (0.1999) loss_rec_all: 0.2188 (0.2257) loss_rec_sfr: 0.2812 (0.2960) loss_cl: -0.2777 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [15:49:42.044971] Epoch: [118] [2580/2904] eta: 0:04:03 lr: 0.002337 loss: 0.1872 (0.1999) loss_rec_all: 0.2133 (0.2257) loss_rec_sfr: 0.2682 (0.2961) loss_cl: -0.2794 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [15:49:56.967064] Epoch: [118] [2600/2904] eta: 0:03:48 lr: 0.002337 loss: 0.1907 (0.1999) loss_rec_all: 0.2163 (0.2257) loss_rec_sfr: 0.2805 (0.2961) loss_cl: -0.2793 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [15:50:11.893971] Epoch: [118] [2620/2904] eta: 0:03:33 lr: 0.002337 loss: 0.1913 (0.1999) loss_rec_all: 0.2174 (0.2257) loss_rec_sfr: 0.2706 (0.2960) loss_cl: -0.2796 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [15:50:26.822988] Epoch: [118] [2640/2904] eta: 0:03:18 lr: 0.002337 loss: 0.1865 (0.1998) loss_rec_all: 0.2131 (0.2257) loss_rec_sfr: 0.2469 (0.2957) loss_cl: -0.2788 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [15:50:41.744405] Epoch: [118] [2660/2904] eta: 0:03:03 lr: 0.002337 loss: 0.1886 (0.1999) loss_rec_all: 0.2150 (0.2257) loss_rec_sfr: 0.2525 (0.2957) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [15:50:56.668258] Epoch: [118] [2680/2904] eta: 0:02:48 lr: 0.002337 loss: 0.1941 (0.1999) loss_rec_all: 0.2202 (0.2257) loss_rec_sfr: 0.2691 (0.2959) loss_cl: -0.2787 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [15:51:11.596229] Epoch: [118] [2700/2904] eta: 0:02:33 lr: 0.002337 loss: 0.1957 (0.2000) loss_rec_all: 0.2217 (0.2258) loss_rec_sfr: 0.2736 (0.2959) loss_cl: -0.2785 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [15:51:26.516121] Epoch: [118] [2720/2904] eta: 0:02:18 lr: 0.002337 loss: 0.1907 (0.1999) loss_rec_all: 0.2168 (0.2257) loss_rec_sfr: 0.2685 (0.2957) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [15:51:41.440673] Epoch: [118] [2740/2904] eta: 0:02:03 lr: 0.002337 loss: 0.1868 (0.1998) loss_rec_all: 0.2130 (0.2256) loss_rec_sfr: 0.2496 (0.2955) loss_cl: -0.2789 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [15:51:56.365912] Epoch: [118] [2760/2904] eta: 0:01:48 lr: 0.002337 loss: 0.1892 (0.1998) loss_rec_all: 0.2155 (0.2256) loss_rec_sfr: 0.2671 (0.2955) loss_cl: -0.2790 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [15:52:11.292939] Epoch: [118] [2780/2904] eta: 0:01:33 lr: 0.002337 loss: 0.1865 (0.1998) loss_rec_all: 0.2127 (0.2256) loss_rec_sfr: 0.2725 (0.2953) loss_cl: -0.2794 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [15:52:26.225632] Epoch: [118] [2800/2904] eta: 0:01:18 lr: 0.002337 loss: 0.1930 (0.1998) loss_rec_all: 0.2189 (0.2256) loss_rec_sfr: 0.2688 (0.2953) loss_cl: -0.2795 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [15:52:41.158840] Epoch: [118] [2820/2904] eta: 0:01:03 lr: 0.002337 loss: 0.1915 (0.1999) loss_rec_all: 0.2178 (0.2257) loss_rec_sfr: 0.2817 (0.2955) loss_cl: -0.2786 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [15:52:56.126509] Epoch: [118] [2840/2904] eta: 0:00:48 lr: 0.002337 loss: 0.1874 (0.1999) loss_rec_all: 0.2134 (0.2257) loss_rec_sfr: 0.2444 (0.2954) loss_cl: -0.2777 (-0.2788) time: 0.7483 data: 0.0023 max mem: 29860 [15:53:11.038718] Epoch: [118] [2860/2904] eta: 0:00:33 lr: 0.002337 loss: 0.1927 (0.1999) loss_rec_all: 0.2184 (0.2257) loss_rec_sfr: 0.2838 (0.2955) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0001 max mem: 29860 [15:53:25.950296] Epoch: [118] [2880/2904] eta: 0:00:18 lr: 0.002337 loss: 0.1870 (0.1999) loss_rec_all: 0.2129 (0.2257) loss_rec_sfr: 0.2897 (0.2957) loss_cl: -0.2793 (-0.2788) time: 0.7455 data: 0.0001 max mem: 29860 [15:53:40.859289] Epoch: [118] [2900/2904] eta: 0:00:03 lr: 0.002337 loss: 0.1939 (0.1999) loss_rec_all: 0.2201 (0.2257) loss_rec_sfr: 0.2825 (0.2957) loss_cl: -0.2795 (-0.2788) time: 0.7454 data: 0.0001 max mem: 29860 [15:53:43.104247] Epoch: [118] [2903/2904] eta: 0:00:00 lr: 0.002337 loss: 0.1959 (0.1999) loss_rec_all: 0.2215 (0.2258) loss_rec_sfr: 0.2882 (0.2958) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0001 max mem: 29860 [15:53:45.284662] Epoch: [118] Total time: 0:36:25 (0.7527 s / it) [15:53:45.285522] Averaged stats: lr: 0.002337 loss: 0.1959 (0.2024) loss_rec_all: 0.2215 (0.2259) loss_rec_sfr: 0.2882 (0.2974) loss_cl: -0.2790 (-0.2555) [15:53:45.290145] log_dir: ./checkpoint/VF2_ViT-B [15:54:02.682071] Epoch: [119] [ 0/2904] eta: 14:01:43 lr: 0.002337 loss: 0.2502 (0.2502) loss_rec_all: 0.2747 (0.2747) loss_rec_sfr: 0.4742 (0.4742) loss_cl: -0.2782 (-0.2782) time: 17.3909 data: 11.6796 max mem: 29860 [15:54:17.711131] Epoch: [119] [ 20/2904] eta: 1:14:12 lr: 0.002337 loss: 0.1926 (0.2111) loss_rec_all: 0.2188 (0.2367) loss_rec_sfr: 0.2721 (0.3268) loss_cl: -0.2788 (-0.2787) time: 0.7514 data: 0.0002 max mem: 29860 [15:54:32.594711] Epoch: [119] [ 40/2904] eta: 0:55:04 lr: 0.002337 loss: 0.1928 (0.2055) loss_rec_all: 0.2181 (0.2312) loss_rec_sfr: 0.2880 (0.3137) loss_cl: -0.2791 (-0.2785) time: 0.7441 data: 0.0002 max mem: 29860 [15:54:47.483245] Epoch: [119] [ 60/2904] eta: 0:48:19 lr: 0.002337 loss: 0.1935 (0.2037) loss_rec_all: 0.2196 (0.2294) loss_rec_sfr: 0.2792 (0.3091) loss_cl: -0.2789 (-0.2786) time: 0.7444 data: 0.0002 max mem: 29860 [15:55:02.393960] Epoch: [119] [ 80/2904] eta: 0:44:48 lr: 0.002337 loss: 0.1879 (0.2012) loss_rec_all: 0.2136 (0.2270) loss_rec_sfr: 0.2735 (0.3031) loss_cl: -0.2789 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [15:55:17.320818] Epoch: [119] [ 100/2904] eta: 0:42:34 lr: 0.002337 loss: 0.1895 (0.2001) loss_rec_all: 0.2159 (0.2259) loss_rec_sfr: 0.2794 (0.2993) loss_cl: -0.2790 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [15:55:32.260234] Epoch: [119] [ 120/2904] eta: 0:41:01 lr: 0.002337 loss: 0.1896 (0.1996) loss_rec_all: 0.2158 (0.2254) loss_rec_sfr: 0.2652 (0.2964) loss_cl: -0.2785 (-0.2787) time: 0.7469 data: 0.0002 max mem: 29860 [15:55:47.187160] Epoch: [119] [ 140/2904] eta: 0:39:49 lr: 0.002337 loss: 0.1866 (0.1992) loss_rec_all: 0.2129 (0.2250) loss_rec_sfr: 0.2715 (0.2955) loss_cl: -0.2785 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [15:56:02.108362] Epoch: [119] [ 160/2904] eta: 0:38:51 lr: 0.002336 loss: 0.1884 (0.1989) loss_rec_all: 0.2146 (0.2247) loss_rec_sfr: 0.2802 (0.2944) loss_cl: -0.2785 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [15:56:17.056647] Epoch: [119] [ 180/2904] eta: 0:38:03 lr: 0.002336 loss: 0.1959 (0.2007) loss_rec_all: 0.2221 (0.2265) loss_rec_sfr: 0.2951 (0.3000) loss_cl: -0.2788 (-0.2787) time: 0.7474 data: 0.0002 max mem: 29860 [15:56:31.993343] Epoch: [119] [ 200/2904] eta: 0:37:22 lr: 0.002336 loss: 0.1900 (0.2003) loss_rec_all: 0.2164 (0.2261) loss_rec_sfr: 0.2837 (0.2987) loss_cl: -0.2793 (-0.2787) time: 0.7468 data: 0.0002 max mem: 29860 [15:56:46.937185] Epoch: [119] [ 220/2904] eta: 0:36:45 lr: 0.002336 loss: 0.1953 (0.2006) loss_rec_all: 0.2213 (0.2264) loss_rec_sfr: 0.2812 (0.2998) loss_cl: -0.2788 (-0.2787) time: 0.7472 data: 0.0002 max mem: 29860 [15:57:01.862319] Epoch: [119] [ 240/2904] eta: 0:36:12 lr: 0.002336 loss: 0.1919 (0.2003) loss_rec_all: 0.2179 (0.2260) loss_rec_sfr: 0.2636 (0.2978) loss_cl: -0.2787 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [15:57:16.786980] Epoch: [119] [ 260/2904] eta: 0:35:42 lr: 0.002336 loss: 0.1915 (0.2010) loss_rec_all: 0.2175 (0.2267) loss_rec_sfr: 0.2800 (0.2995) loss_cl: -0.2797 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [15:57:31.715972] Epoch: [119] [ 280/2904] eta: 0:35:14 lr: 0.002336 loss: 0.1914 (0.2012) loss_rec_all: 0.2165 (0.2270) loss_rec_sfr: 0.2756 (0.3003) loss_cl: -0.2773 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [15:57:46.654624] Epoch: [119] [ 300/2904] eta: 0:34:47 lr: 0.002336 loss: 0.1925 (0.2019) loss_rec_all: 0.2179 (0.2276) loss_rec_sfr: 0.2860 (0.3024) loss_cl: -0.2808 (-0.2788) time: 0.7469 data: 0.0002 max mem: 29860 [15:58:01.575597] Epoch: [119] [ 320/2904] eta: 0:34:22 lr: 0.002336 loss: 0.1863 (0.2012) loss_rec_all: 0.2120 (0.2269) loss_rec_sfr: 0.2819 (0.3011) loss_cl: -0.2778 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [15:58:16.652648] Epoch: [119] [ 340/2904] eta: 0:34:00 lr: 0.002336 loss: 0.1892 (0.2008) loss_rec_all: 0.2146 (0.2266) loss_rec_sfr: 0.2840 (0.3006) loss_cl: -0.2775 (-0.2787) time: 0.7538 data: 0.0002 max mem: 29860 [15:58:31.569505] Epoch: [119] [ 360/2904] eta: 0:33:37 lr: 0.002336 loss: 0.1878 (0.2007) loss_rec_all: 0.2133 (0.2265) loss_rec_sfr: 0.2892 (0.3007) loss_cl: -0.2789 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [15:58:46.500058] Epoch: [119] [ 380/2904] eta: 0:33:15 lr: 0.002336 loss: 0.1903 (0.2007) loss_rec_all: 0.2162 (0.2265) loss_rec_sfr: 0.2375 (0.2999) loss_cl: -0.2797 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [15:59:01.415215] Epoch: [119] [ 400/2904] eta: 0:32:53 lr: 0.002336 loss: 0.1926 (0.2009) loss_rec_all: 0.2186 (0.2267) loss_rec_sfr: 0.2701 (0.3002) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [15:59:16.332840] Epoch: [119] [ 420/2904] eta: 0:32:33 lr: 0.002336 loss: 0.1890 (0.2008) loss_rec_all: 0.2149 (0.2266) loss_rec_sfr: 0.2735 (0.3002) loss_cl: -0.2779 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [15:59:31.248672] Epoch: [119] [ 440/2904] eta: 0:32:12 lr: 0.002336 loss: 0.1879 (0.2008) loss_rec_all: 0.2139 (0.2265) loss_rec_sfr: 0.2642 (0.2997) loss_cl: -0.2788 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [15:59:46.184411] Epoch: [119] [ 460/2904] eta: 0:31:53 lr: 0.002336 loss: 0.1885 (0.2005) loss_rec_all: 0.2143 (0.2263) loss_rec_sfr: 0.2668 (0.2987) loss_cl: -0.2794 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [16:00:01.109942] Epoch: [119] [ 480/2904] eta: 0:31:33 lr: 0.002336 loss: 0.1891 (0.2003) loss_rec_all: 0.2147 (0.2261) loss_rec_sfr: 0.2879 (0.2985) loss_cl: -0.2787 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [16:00:16.030316] Epoch: [119] [ 500/2904] eta: 0:31:14 lr: 0.002336 loss: 0.1931 (0.2003) loss_rec_all: 0.2191 (0.2261) loss_rec_sfr: 0.2738 (0.2982) loss_cl: -0.2783 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [16:00:30.947671] Epoch: [119] [ 520/2904] eta: 0:30:56 lr: 0.002336 loss: 0.1890 (0.2001) loss_rec_all: 0.2149 (0.2259) loss_rec_sfr: 0.2714 (0.2975) loss_cl: -0.2789 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [16:00:45.861870] Epoch: [119] [ 540/2904] eta: 0:30:37 lr: 0.002336 loss: 0.1905 (0.2000) loss_rec_all: 0.2166 (0.2258) loss_rec_sfr: 0.2617 (0.2971) loss_cl: -0.2791 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [16:01:00.780287] Epoch: [119] [ 560/2904] eta: 0:30:19 lr: 0.002336 loss: 0.1868 (0.1998) loss_rec_all: 0.2132 (0.2256) loss_rec_sfr: 0.2384 (0.2962) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [16:01:15.695609] Epoch: [119] [ 580/2904] eta: 0:30:01 lr: 0.002336 loss: 0.1884 (0.1998) loss_rec_all: 0.2147 (0.2256) loss_rec_sfr: 0.2808 (0.2959) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [16:01:30.610083] Epoch: [119] [ 600/2904] eta: 0:29:43 lr: 0.002336 loss: 0.1883 (0.1995) loss_rec_all: 0.2141 (0.2253) loss_rec_sfr: 0.2728 (0.2952) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [16:01:45.525508] Epoch: [119] [ 620/2904] eta: 0:29:26 lr: 0.002336 loss: 0.1872 (0.1994) loss_rec_all: 0.2130 (0.2252) loss_rec_sfr: 0.2739 (0.2949) loss_cl: -0.2781 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [16:02:00.440892] Epoch: [119] [ 640/2904] eta: 0:29:08 lr: 0.002336 loss: 0.1914 (0.1996) loss_rec_all: 0.2173 (0.2254) loss_rec_sfr: 0.2865 (0.2959) loss_cl: -0.2794 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [16:02:15.357687] Epoch: [119] [ 660/2904] eta: 0:28:51 lr: 0.002336 loss: 0.1884 (0.1994) loss_rec_all: 0.2143 (0.2253) loss_rec_sfr: 0.2786 (0.2955) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [16:02:30.278904] Epoch: [119] [ 680/2904] eta: 0:28:34 lr: 0.002336 loss: 0.1894 (0.1994) loss_rec_all: 0.2155 (0.2252) loss_rec_sfr: 0.2662 (0.2953) loss_cl: -0.2794 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [16:02:45.197290] Epoch: [119] [ 700/2904] eta: 0:28:17 lr: 0.002336 loss: 0.1841 (0.1992) loss_rec_all: 0.2102 (0.2250) loss_rec_sfr: 0.2405 (0.2946) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [16:03:00.116349] Epoch: [119] [ 720/2904] eta: 0:28:00 lr: 0.002336 loss: 0.1885 (0.1992) loss_rec_all: 0.2146 (0.2250) loss_rec_sfr: 0.2656 (0.2943) loss_cl: -0.2782 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [16:03:15.032578] Epoch: [119] [ 740/2904] eta: 0:27:43 lr: 0.002336 loss: 0.1931 (0.1993) loss_rec_all: 0.2189 (0.2251) loss_rec_sfr: 0.2881 (0.2949) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [16:03:29.948972] Epoch: [119] [ 760/2904] eta: 0:27:27 lr: 0.002336 loss: 0.1976 (0.1997) loss_rec_all: 0.2234 (0.2255) loss_rec_sfr: 0.2923 (0.2959) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [16:03:44.878847] Epoch: [119] [ 780/2904] eta: 0:27:10 lr: 0.002336 loss: 0.1964 (0.2001) loss_rec_all: 0.2221 (0.2259) loss_rec_sfr: 0.2979 (0.2973) loss_cl: -0.2780 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [16:03:59.800342] Epoch: [119] [ 800/2904] eta: 0:26:54 lr: 0.002336 loss: 0.1902 (0.2003) loss_rec_all: 0.2160 (0.2261) loss_rec_sfr: 0.2868 (0.2980) loss_cl: -0.2775 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [16:04:14.720813] Epoch: [119] [ 820/2904] eta: 0:26:37 lr: 0.002336 loss: 0.1904 (0.2003) loss_rec_all: 0.2165 (0.2261) loss_rec_sfr: 0.2623 (0.2979) loss_cl: -0.2784 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [16:04:29.633880] Epoch: [119] [ 840/2904] eta: 0:26:21 lr: 0.002336 loss: 0.1903 (0.2001) loss_rec_all: 0.2161 (0.2259) loss_rec_sfr: 0.2796 (0.2975) loss_cl: -0.2791 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [16:04:44.547345] Epoch: [119] [ 860/2904] eta: 0:26:04 lr: 0.002336 loss: 0.1887 (0.2002) loss_rec_all: 0.2147 (0.2260) loss_rec_sfr: 0.2707 (0.2975) loss_cl: -0.2801 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [16:04:59.468629] Epoch: [119] [ 880/2904] eta: 0:25:48 lr: 0.002336 loss: 0.1939 (0.2004) loss_rec_all: 0.2196 (0.2261) loss_rec_sfr: 0.2940 (0.2981) loss_cl: -0.2780 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [16:05:14.386792] Epoch: [119] [ 900/2904] eta: 0:25:32 lr: 0.002336 loss: 0.1870 (0.2002) loss_rec_all: 0.2127 (0.2260) loss_rec_sfr: 0.2696 (0.2977) loss_cl: -0.2780 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [16:05:29.307876] Epoch: [119] [ 920/2904] eta: 0:25:16 lr: 0.002336 loss: 0.1834 (0.2000) loss_rec_all: 0.2097 (0.2258) loss_rec_sfr: 0.2824 (0.2971) loss_cl: -0.2790 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [16:05:44.226427] Epoch: [119] [ 940/2904] eta: 0:25:00 lr: 0.002336 loss: 0.1869 (0.1998) loss_rec_all: 0.2128 (0.2256) loss_rec_sfr: 0.2595 (0.2964) loss_cl: -0.2783 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [16:05:59.145548] Epoch: [119] [ 960/2904] eta: 0:24:44 lr: 0.002336 loss: 0.1929 (0.1999) loss_rec_all: 0.2185 (0.2257) loss_rec_sfr: 0.2838 (0.2968) loss_cl: -0.2786 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [16:06:14.058156] Epoch: [119] [ 980/2904] eta: 0:24:28 lr: 0.002336 loss: 0.1887 (0.1998) loss_rec_all: 0.2151 (0.2256) loss_rec_sfr: 0.2728 (0.2963) loss_cl: -0.2796 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [16:06:28.971954] Epoch: [119] [1000/2904] eta: 0:24:12 lr: 0.002336 loss: 0.1914 (0.1998) loss_rec_all: 0.2171 (0.2256) loss_rec_sfr: 0.2781 (0.2965) loss_cl: -0.2793 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [16:06:43.887895] Epoch: [119] [1020/2904] eta: 0:23:56 lr: 0.002336 loss: 0.1941 (0.1999) loss_rec_all: 0.2201 (0.2257) loss_rec_sfr: 0.2839 (0.2967) loss_cl: -0.2786 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [16:06:58.803636] Epoch: [119] [1040/2904] eta: 0:23:40 lr: 0.002336 loss: 0.1902 (0.2000) loss_rec_all: 0.2162 (0.2258) loss_rec_sfr: 0.2927 (0.2972) loss_cl: -0.2787 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [16:07:13.726943] Epoch: [119] [1060/2904] eta: 0:23:24 lr: 0.002336 loss: 0.1858 (0.1998) loss_rec_all: 0.2116 (0.2256) loss_rec_sfr: 0.2374 (0.2964) loss_cl: -0.2786 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [16:07:28.649435] Epoch: [119] [1080/2904] eta: 0:23:09 lr: 0.002336 loss: 0.1879 (0.1996) loss_rec_all: 0.2140 (0.2254) loss_rec_sfr: 0.2712 (0.2960) loss_cl: -0.2786 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [16:07:43.565219] Epoch: [119] [1100/2904] eta: 0:22:53 lr: 0.002336 loss: 0.1985 (0.1998) loss_rec_all: 0.2247 (0.2256) loss_rec_sfr: 0.2718 (0.2965) loss_cl: -0.2794 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [16:07:58.485044] Epoch: [119] [1120/2904] eta: 0:22:37 lr: 0.002336 loss: 0.1889 (0.1998) loss_rec_all: 0.2150 (0.2256) loss_rec_sfr: 0.2740 (0.2961) loss_cl: -0.2798 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [16:08:13.405284] Epoch: [119] [1140/2904] eta: 0:22:22 lr: 0.002336 loss: 0.1877 (0.1997) loss_rec_all: 0.2136 (0.2255) loss_rec_sfr: 0.2771 (0.2959) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [16:08:28.325384] Epoch: [119] [1160/2904] eta: 0:22:06 lr: 0.002336 loss: 0.1933 (0.1997) loss_rec_all: 0.2189 (0.2255) loss_rec_sfr: 0.2701 (0.2957) loss_cl: -0.2783 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [16:08:43.244145] Epoch: [119] [1180/2904] eta: 0:21:50 lr: 0.002336 loss: 0.1903 (0.1998) loss_rec_all: 0.2161 (0.2256) loss_rec_sfr: 0.2887 (0.2961) loss_cl: -0.2780 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [16:08:58.159827] Epoch: [119] [1200/2904] eta: 0:21:35 lr: 0.002336 loss: 0.1920 (0.1999) loss_rec_all: 0.2179 (0.2257) loss_rec_sfr: 0.2819 (0.2963) loss_cl: -0.2797 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [16:09:13.075748] Epoch: [119] [1220/2904] eta: 0:21:19 lr: 0.002336 loss: 0.1912 (0.2000) loss_rec_all: 0.2173 (0.2258) loss_rec_sfr: 0.2882 (0.2969) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [16:09:27.989122] Epoch: [119] [1240/2904] eta: 0:21:03 lr: 0.002336 loss: 0.1920 (0.2000) loss_rec_all: 0.2179 (0.2258) loss_rec_sfr: 0.2823 (0.2971) loss_cl: -0.2782 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [16:09:42.901707] Epoch: [119] [1260/2904] eta: 0:20:48 lr: 0.002336 loss: 0.1866 (0.2000) loss_rec_all: 0.2131 (0.2258) loss_rec_sfr: 0.2819 (0.2971) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [16:09:57.813206] Epoch: [119] [1280/2904] eta: 0:20:32 lr: 0.002336 loss: 0.1874 (0.1999) loss_rec_all: 0.2136 (0.2257) loss_rec_sfr: 0.2640 (0.2968) loss_cl: -0.2784 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [16:10:12.729643] Epoch: [119] [1300/2904] eta: 0:20:17 lr: 0.002336 loss: 0.1911 (0.1999) loss_rec_all: 0.2172 (0.2257) loss_rec_sfr: 0.2818 (0.2968) loss_cl: -0.2793 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [16:10:27.643129] Epoch: [119] [1320/2904] eta: 0:20:01 lr: 0.002336 loss: 0.1892 (0.2000) loss_rec_all: 0.2150 (0.2258) loss_rec_sfr: 0.2853 (0.2970) loss_cl: -0.2791 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [16:10:42.559515] Epoch: [119] [1340/2904] eta: 0:19:46 lr: 0.002336 loss: 0.1909 (0.1999) loss_rec_all: 0.2172 (0.2257) loss_rec_sfr: 0.2770 (0.2967) loss_cl: -0.2784 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [16:10:57.471966] Epoch: [119] [1360/2904] eta: 0:19:30 lr: 0.002336 loss: 0.1862 (0.1998) loss_rec_all: 0.2125 (0.2256) loss_rec_sfr: 0.2569 (0.2965) loss_cl: -0.2793 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [16:11:12.382367] Epoch: [119] [1380/2904] eta: 0:19:15 lr: 0.002336 loss: 0.1900 (0.1997) loss_rec_all: 0.2158 (0.2255) loss_rec_sfr: 0.2528 (0.2962) loss_cl: -0.2794 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [16:11:27.296820] Epoch: [119] [1400/2904] eta: 0:19:00 lr: 0.002336 loss: 0.1873 (0.1998) loss_rec_all: 0.2131 (0.2256) loss_rec_sfr: 0.2634 (0.2962) loss_cl: -0.2796 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [16:11:42.211434] Epoch: [119] [1420/2904] eta: 0:18:44 lr: 0.002336 loss: 0.1923 (0.1999) loss_rec_all: 0.2185 (0.2257) loss_rec_sfr: 0.2847 (0.2967) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [16:11:57.126676] Epoch: [119] [1440/2904] eta: 0:18:29 lr: 0.002336 loss: 0.1965 (0.2000) loss_rec_all: 0.2225 (0.2258) loss_rec_sfr: 0.2763 (0.2969) loss_cl: -0.2774 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [16:12:12.048150] Epoch: [119] [1460/2904] eta: 0:18:13 lr: 0.002336 loss: 0.1898 (0.2000) loss_rec_all: 0.2160 (0.2258) loss_rec_sfr: 0.2684 (0.2967) loss_cl: -0.2786 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [16:12:26.963767] Epoch: [119] [1480/2904] eta: 0:17:58 lr: 0.002336 loss: 0.1864 (0.1998) loss_rec_all: 0.2122 (0.2256) loss_rec_sfr: 0.2742 (0.2963) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [16:12:41.880996] Epoch: [119] [1500/2904] eta: 0:17:43 lr: 0.002336 loss: 0.1869 (0.1997) loss_rec_all: 0.2132 (0.2255) loss_rec_sfr: 0.2405 (0.2958) loss_cl: -0.2793 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [16:12:56.794958] Epoch: [119] [1520/2904] eta: 0:17:27 lr: 0.002336 loss: 0.1943 (0.1997) loss_rec_all: 0.2200 (0.2255) loss_rec_sfr: 0.2795 (0.2958) loss_cl: -0.2794 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [16:13:11.708125] Epoch: [119] [1540/2904] eta: 0:17:12 lr: 0.002336 loss: 0.1924 (0.1997) loss_rec_all: 0.2184 (0.2255) loss_rec_sfr: 0.2721 (0.2958) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [16:13:26.631924] Epoch: [119] [1560/2904] eta: 0:16:57 lr: 0.002336 loss: 0.1864 (0.1998) loss_rec_all: 0.2129 (0.2256) loss_rec_sfr: 0.2775 (0.2960) loss_cl: -0.2786 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [16:13:41.549178] Epoch: [119] [1580/2904] eta: 0:16:41 lr: 0.002336 loss: 0.1909 (0.1998) loss_rec_all: 0.2166 (0.2256) loss_rec_sfr: 0.2764 (0.2961) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [16:13:56.466294] Epoch: [119] [1600/2904] eta: 0:16:26 lr: 0.002336 loss: 0.1953 (0.1999) loss_rec_all: 0.2209 (0.2257) loss_rec_sfr: 0.2868 (0.2965) loss_cl: -0.2793 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [16:14:11.385889] Epoch: [119] [1620/2904] eta: 0:16:11 lr: 0.002336 loss: 0.1908 (0.2000) loss_rec_all: 0.2170 (0.2258) loss_rec_sfr: 0.2724 (0.2966) loss_cl: -0.2780 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [16:14:26.305807] Epoch: [119] [1640/2904] eta: 0:15:55 lr: 0.002336 loss: 0.1900 (0.2001) loss_rec_all: 0.2162 (0.2259) loss_rec_sfr: 0.2967 (0.2970) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [16:14:41.221258] Epoch: [119] [1660/2904] eta: 0:15:40 lr: 0.002336 loss: 0.1890 (0.2000) loss_rec_all: 0.2148 (0.2258) loss_rec_sfr: 0.2679 (0.2968) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [16:14:56.132350] Epoch: [119] [1680/2904] eta: 0:15:25 lr: 0.002336 loss: 0.1891 (0.2000) loss_rec_all: 0.2152 (0.2258) loss_rec_sfr: 0.2939 (0.2969) loss_cl: -0.2796 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [16:15:11.045831] Epoch: [119] [1700/2904] eta: 0:15:10 lr: 0.002336 loss: 0.1903 (0.2000) loss_rec_all: 0.2159 (0.2258) loss_rec_sfr: 0.2972 (0.2974) loss_cl: -0.2778 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [16:15:25.960260] Epoch: [119] [1720/2904] eta: 0:14:54 lr: 0.002336 loss: 0.1943 (0.2001) loss_rec_all: 0.2202 (0.2259) loss_rec_sfr: 0.2831 (0.2976) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [16:15:41.031313] Epoch: [119] [1740/2904] eta: 0:14:39 lr: 0.002336 loss: 0.1872 (0.2001) loss_rec_all: 0.2138 (0.2259) loss_rec_sfr: 0.2662 (0.2975) loss_cl: -0.2794 (-0.2788) time: 0.7535 data: 0.0002 max mem: 29860 [16:15:55.947997] Epoch: [119] [1760/2904] eta: 0:14:24 lr: 0.002336 loss: 0.1859 (0.1999) loss_rec_all: 0.2120 (0.2257) loss_rec_sfr: 0.2534 (0.2970) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [16:16:10.868183] Epoch: [119] [1780/2904] eta: 0:14:09 lr: 0.002336 loss: 0.1856 (0.1998) loss_rec_all: 0.2119 (0.2256) loss_rec_sfr: 0.2639 (0.2966) loss_cl: -0.2793 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [16:16:25.782792] Epoch: [119] [1800/2904] eta: 0:13:53 lr: 0.002336 loss: 0.1909 (0.1998) loss_rec_all: 0.2170 (0.2256) loss_rec_sfr: 0.2821 (0.2966) loss_cl: -0.2799 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [16:16:40.699001] Epoch: [119] [1820/2904] eta: 0:13:38 lr: 0.002336 loss: 0.1900 (0.1998) loss_rec_all: 0.2159 (0.2256) loss_rec_sfr: 0.2857 (0.2968) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [16:16:55.616091] Epoch: [119] [1840/2904] eta: 0:13:23 lr: 0.002336 loss: 0.1899 (0.1998) loss_rec_all: 0.2164 (0.2256) loss_rec_sfr: 0.2819 (0.2968) loss_cl: -0.2780 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [16:17:10.529922] Epoch: [119] [1860/2904] eta: 0:13:08 lr: 0.002336 loss: 0.1894 (0.1998) loss_rec_all: 0.2153 (0.2256) loss_rec_sfr: 0.2776 (0.2966) loss_cl: -0.2798 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [16:17:25.445341] Epoch: [119] [1880/2904] eta: 0:12:53 lr: 0.002336 loss: 0.1893 (0.1998) loss_rec_all: 0.2151 (0.2256) loss_rec_sfr: 0.2807 (0.2967) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [16:17:40.360495] Epoch: [119] [1900/2904] eta: 0:12:37 lr: 0.002336 loss: 0.1890 (0.1998) loss_rec_all: 0.2152 (0.2256) loss_rec_sfr: 0.2734 (0.2967) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [16:17:55.279286] Epoch: [119] [1920/2904] eta: 0:12:22 lr: 0.002336 loss: 0.1891 (0.1998) loss_rec_all: 0.2153 (0.2256) loss_rec_sfr: 0.2397 (0.2965) loss_cl: -0.2783 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [16:18:10.194407] Epoch: [119] [1940/2904] eta: 0:12:07 lr: 0.002336 loss: 0.1862 (0.1998) loss_rec_all: 0.2122 (0.2256) loss_rec_sfr: 0.2841 (0.2966) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [16:18:25.113143] Epoch: [119] [1960/2904] eta: 0:11:52 lr: 0.002336 loss: 0.1905 (0.1998) loss_rec_all: 0.2168 (0.2256) loss_rec_sfr: 0.2641 (0.2965) loss_cl: -0.2783 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [16:18:40.024428] Epoch: [119] [1980/2904] eta: 0:11:37 lr: 0.002335 loss: 0.1887 (0.1998) loss_rec_all: 0.2148 (0.2256) loss_rec_sfr: 0.2791 (0.2965) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [16:18:54.937929] Epoch: [119] [2000/2904] eta: 0:11:21 lr: 0.002335 loss: 0.1912 (0.1998) loss_rec_all: 0.2171 (0.2256) loss_rec_sfr: 0.2755 (0.2965) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [16:19:09.859500] Epoch: [119] [2020/2904] eta: 0:11:06 lr: 0.002335 loss: 0.1922 (0.1998) loss_rec_all: 0.2179 (0.2256) loss_rec_sfr: 0.2557 (0.2964) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [16:19:24.775666] Epoch: [119] [2040/2904] eta: 0:10:51 lr: 0.002335 loss: 0.1891 (0.1998) loss_rec_all: 0.2155 (0.2256) loss_rec_sfr: 0.2928 (0.2967) loss_cl: -0.2797 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [16:19:39.694631] Epoch: [119] [2060/2904] eta: 0:10:36 lr: 0.002335 loss: 0.1907 (0.1998) loss_rec_all: 0.2165 (0.2256) loss_rec_sfr: 0.2728 (0.2965) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [16:19:54.610747] Epoch: [119] [2080/2904] eta: 0:10:21 lr: 0.002335 loss: 0.1887 (0.1998) loss_rec_all: 0.2144 (0.2256) loss_rec_sfr: 0.2719 (0.2966) loss_cl: -0.2780 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [16:20:09.532904] Epoch: [119] [2100/2904] eta: 0:10:06 lr: 0.002335 loss: 0.1857 (0.1997) loss_rec_all: 0.2117 (0.2255) loss_rec_sfr: 0.2909 (0.2966) loss_cl: -0.2790 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [16:20:24.455659] Epoch: [119] [2120/2904] eta: 0:09:51 lr: 0.002335 loss: 0.1885 (0.1997) loss_rec_all: 0.2149 (0.2255) loss_rec_sfr: 0.2916 (0.2968) loss_cl: -0.2784 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [16:20:39.376931] Epoch: [119] [2140/2904] eta: 0:09:35 lr: 0.002335 loss: 0.1894 (0.1998) loss_rec_all: 0.2155 (0.2256) loss_rec_sfr: 0.2637 (0.2969) loss_cl: -0.2782 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [16:20:54.293944] Epoch: [119] [2160/2904] eta: 0:09:20 lr: 0.002335 loss: 0.1922 (0.1998) loss_rec_all: 0.2182 (0.2256) loss_rec_sfr: 0.2864 (0.2971) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [16:21:09.211401] Epoch: [119] [2180/2904] eta: 0:09:05 lr: 0.002335 loss: 0.1893 (0.1998) loss_rec_all: 0.2152 (0.2256) loss_rec_sfr: 0.2796 (0.2970) loss_cl: -0.2795 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [16:21:24.127017] Epoch: [119] [2200/2904] eta: 0:08:50 lr: 0.002335 loss: 0.1935 (0.1998) loss_rec_all: 0.2195 (0.2256) loss_rec_sfr: 0.2738 (0.2972) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [16:21:39.046202] Epoch: [119] [2220/2904] eta: 0:08:35 lr: 0.002335 loss: 0.1905 (0.1998) loss_rec_all: 0.2165 (0.2256) loss_rec_sfr: 0.2708 (0.2969) loss_cl: -0.2799 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [16:21:53.964522] Epoch: [119] [2240/2904] eta: 0:08:20 lr: 0.002335 loss: 0.1910 (0.1998) loss_rec_all: 0.2174 (0.2256) loss_rec_sfr: 0.2750 (0.2970) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [16:22:08.879472] Epoch: [119] [2260/2904] eta: 0:08:05 lr: 0.002335 loss: 0.1933 (0.1998) loss_rec_all: 0.2198 (0.2256) loss_rec_sfr: 0.2730 (0.2970) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [16:22:23.792057] Epoch: [119] [2280/2904] eta: 0:07:50 lr: 0.002335 loss: 0.1913 (0.1999) loss_rec_all: 0.2170 (0.2257) loss_rec_sfr: 0.2934 (0.2973) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [16:22:38.718719] Epoch: [119] [2300/2904] eta: 0:07:34 lr: 0.002335 loss: 0.1901 (0.1999) loss_rec_all: 0.2162 (0.2257) loss_rec_sfr: 0.2749 (0.2972) loss_cl: -0.2786 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [16:22:53.633101] Epoch: [119] [2320/2904] eta: 0:07:19 lr: 0.002335 loss: 0.1873 (0.1999) loss_rec_all: 0.2133 (0.2257) loss_rec_sfr: 0.2814 (0.2971) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [16:23:08.550994] Epoch: [119] [2340/2904] eta: 0:07:04 lr: 0.002335 loss: 0.1887 (0.1999) loss_rec_all: 0.2145 (0.2257) loss_rec_sfr: 0.2781 (0.2972) loss_cl: -0.2784 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [16:23:23.471371] Epoch: [119] [2360/2904] eta: 0:06:49 lr: 0.002335 loss: 0.1905 (0.1998) loss_rec_all: 0.2163 (0.2256) loss_rec_sfr: 0.2855 (0.2972) loss_cl: -0.2782 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [16:23:38.393235] Epoch: [119] [2380/2904] eta: 0:06:34 lr: 0.002335 loss: 0.1929 (0.1999) loss_rec_all: 0.2188 (0.2257) loss_rec_sfr: 0.2742 (0.2974) loss_cl: -0.2795 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [16:23:53.307826] Epoch: [119] [2400/2904] eta: 0:06:19 lr: 0.002335 loss: 0.1839 (0.1999) loss_rec_all: 0.2102 (0.2256) loss_rec_sfr: 0.2361 (0.2972) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [16:24:08.223670] Epoch: [119] [2420/2904] eta: 0:06:04 lr: 0.002335 loss: 0.1922 (0.1999) loss_rec_all: 0.2180 (0.2256) loss_rec_sfr: 0.2684 (0.2972) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [16:24:23.141898] Epoch: [119] [2440/2904] eta: 0:05:49 lr: 0.002335 loss: 0.1926 (0.1999) loss_rec_all: 0.2184 (0.2257) loss_rec_sfr: 0.2861 (0.2972) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [16:24:38.069236] Epoch: [119] [2460/2904] eta: 0:05:34 lr: 0.002335 loss: 0.1928 (0.1998) loss_rec_all: 0.2185 (0.2256) loss_rec_sfr: 0.2759 (0.2971) loss_cl: -0.2788 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [16:24:52.989056] Epoch: [119] [2480/2904] eta: 0:05:19 lr: 0.002335 loss: 0.1920 (0.1998) loss_rec_all: 0.2182 (0.2256) loss_rec_sfr: 0.2693 (0.2971) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [16:25:07.905589] Epoch: [119] [2500/2904] eta: 0:05:04 lr: 0.002335 loss: 0.1944 (0.1999) loss_rec_all: 0.2206 (0.2257) loss_rec_sfr: 0.2776 (0.2972) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [16:25:22.819318] Epoch: [119] [2520/2904] eta: 0:04:49 lr: 0.002335 loss: 0.1942 (0.2000) loss_rec_all: 0.2199 (0.2258) loss_rec_sfr: 0.2857 (0.2975) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [16:25:37.731837] Epoch: [119] [2540/2904] eta: 0:04:33 lr: 0.002335 loss: 0.1882 (0.2000) loss_rec_all: 0.2139 (0.2257) loss_rec_sfr: 0.2830 (0.2975) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [16:25:52.647921] Epoch: [119] [2560/2904] eta: 0:04:18 lr: 0.002335 loss: 0.1871 (0.1999) loss_rec_all: 0.2132 (0.2257) loss_rec_sfr: 0.2458 (0.2974) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [16:26:07.567216] Epoch: [119] [2580/2904] eta: 0:04:03 lr: 0.002335 loss: 0.1911 (0.1999) loss_rec_all: 0.2173 (0.2257) loss_rec_sfr: 0.2825 (0.2974) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [16:26:22.482426] Epoch: [119] [2600/2904] eta: 0:03:48 lr: 0.002335 loss: 0.1888 (0.1999) loss_rec_all: 0.2146 (0.2257) loss_rec_sfr: 0.2655 (0.2972) loss_cl: -0.2795 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [16:26:37.395754] Epoch: [119] [2620/2904] eta: 0:03:33 lr: 0.002335 loss: 0.1918 (0.1998) loss_rec_all: 0.2175 (0.2256) loss_rec_sfr: 0.2736 (0.2970) loss_cl: -0.2797 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [16:26:52.309674] Epoch: [119] [2640/2904] eta: 0:03:18 lr: 0.002335 loss: 0.1873 (0.1998) loss_rec_all: 0.2137 (0.2256) loss_rec_sfr: 0.2829 (0.2970) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [16:27:07.227156] Epoch: [119] [2660/2904] eta: 0:03:03 lr: 0.002335 loss: 0.1942 (0.1999) loss_rec_all: 0.2203 (0.2257) loss_rec_sfr: 0.2777 (0.2971) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [16:27:22.146726] Epoch: [119] [2680/2904] eta: 0:02:48 lr: 0.002335 loss: 0.1877 (0.1998) loss_rec_all: 0.2136 (0.2256) loss_rec_sfr: 0.2786 (0.2970) loss_cl: -0.2784 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [16:27:37.062880] Epoch: [119] [2700/2904] eta: 0:02:33 lr: 0.002335 loss: 0.1973 (0.1998) loss_rec_all: 0.2235 (0.2256) loss_rec_sfr: 0.2734 (0.2971) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [16:27:51.975697] Epoch: [119] [2720/2904] eta: 0:02:18 lr: 0.002335 loss: 0.1913 (0.1998) loss_rec_all: 0.2177 (0.2256) loss_rec_sfr: 0.2676 (0.2969) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [16:28:06.893435] Epoch: [119] [2740/2904] eta: 0:02:03 lr: 0.002335 loss: 0.1906 (0.1998) loss_rec_all: 0.2164 (0.2256) loss_rec_sfr: 0.2837 (0.2969) loss_cl: -0.2794 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [16:28:21.808532] Epoch: [119] [2760/2904] eta: 0:01:48 lr: 0.002335 loss: 0.1888 (0.1998) loss_rec_all: 0.2149 (0.2256) loss_rec_sfr: 0.2799 (0.2969) loss_cl: -0.2796 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [16:28:36.726936] Epoch: [119] [2780/2904] eta: 0:01:33 lr: 0.002335 loss: 0.1952 (0.1998) loss_rec_all: 0.2213 (0.2256) loss_rec_sfr: 0.2703 (0.2968) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [16:28:51.639115] Epoch: [119] [2800/2904] eta: 0:01:18 lr: 0.002335 loss: 0.1908 (0.1998) loss_rec_all: 0.2170 (0.2256) loss_rec_sfr: 0.2758 (0.2968) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [16:29:06.549269] Epoch: [119] [2820/2904] eta: 0:01:03 lr: 0.002335 loss: 0.1902 (0.1998) loss_rec_all: 0.2163 (0.2256) loss_rec_sfr: 0.2774 (0.2968) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [16:29:21.502052] Epoch: [119] [2840/2904] eta: 0:00:48 lr: 0.002335 loss: 0.1905 (0.1998) loss_rec_all: 0.2162 (0.2256) loss_rec_sfr: 0.2939 (0.2970) loss_cl: -0.2789 (-0.2788) time: 0.7476 data: 0.0023 max mem: 29860 [16:29:36.413127] Epoch: [119] [2860/2904] eta: 0:00:33 lr: 0.002335 loss: 0.1881 (0.1998) loss_rec_all: 0.2139 (0.2256) loss_rec_sfr: 0.2663 (0.2968) loss_cl: -0.2794 (-0.2788) time: 0.7455 data: 0.0001 max mem: 29860 [16:29:51.316726] Epoch: [119] [2880/2904] eta: 0:00:18 lr: 0.002335 loss: 0.1959 (0.1999) loss_rec_all: 0.2220 (0.2257) loss_rec_sfr: 0.2769 (0.2971) loss_cl: -0.2788 (-0.2788) time: 0.7451 data: 0.0001 max mem: 29860 [16:30:06.226060] Epoch: [119] [2900/2904] eta: 0:00:03 lr: 0.002335 loss: 0.1871 (0.1998) loss_rec_all: 0.2129 (0.2256) loss_rec_sfr: 0.2478 (0.2969) loss_cl: -0.2784 (-0.2788) time: 0.7454 data: 0.0001 max mem: 29860 [16:30:08.469444] Epoch: [119] [2903/2904] eta: 0:00:00 lr: 0.002335 loss: 0.1881 (0.1998) loss_rec_all: 0.2143 (0.2256) loss_rec_sfr: 0.2505 (0.2969) loss_cl: -0.2784 (-0.2788) time: 0.7454 data: 0.0001 max mem: 29860 [16:30:10.600169] Epoch: [119] Total time: 0:36:25 (0.7525 s / it) [16:30:10.606017] Averaged stats: lr: 0.002335 loss: 0.1881 (0.2021) loss_rec_all: 0.2143 (0.2255) loss_rec_sfr: 0.2505 (0.2970) loss_cl: -0.2784 (-0.2555) [16:30:10.610768] log_dir: ./checkpoint/VF2_ViT-B [16:30:27.697025] Epoch: [120] [ 0/2904] eta: 13:46:52 lr: 0.002335 loss: 0.2407 (0.2407) loss_rec_all: 0.2653 (0.2653) loss_rec_sfr: 0.4585 (0.4585) loss_cl: -0.2780 (-0.2780) time: 17.0842 data: 9.5347 max mem: 29860 [16:30:44.972700] Epoch: [120] [ 20/2904] eta: 1:18:38 lr: 0.002335 loss: 0.1925 (0.2044) loss_rec_all: 0.2182 (0.2300) loss_rec_sfr: 0.2930 (0.3187) loss_cl: -0.2785 (-0.2784) time: 0.8637 data: 0.0293 max mem: 29860 [16:30:59.842795] Epoch: [120] [ 40/2904] eta: 0:57:18 lr: 0.002335 loss: 0.1888 (0.2044) loss_rec_all: 0.2151 (0.2300) loss_rec_sfr: 0.2898 (0.3182) loss_cl: -0.2781 (-0.2782) time: 0.7435 data: 0.0002 max mem: 29860 [16:31:14.723566] Epoch: [120] [ 60/2904] eta: 0:49:48 lr: 0.002335 loss: 0.1914 (0.2062) loss_rec_all: 0.2170 (0.2317) loss_rec_sfr: 0.2874 (0.3243) loss_cl: -0.2788 (-0.2783) time: 0.7440 data: 0.0002 max mem: 29860 [16:31:29.618673] Epoch: [120] [ 80/2904] eta: 0:45:54 lr: 0.002335 loss: 0.1918 (0.2041) loss_rec_all: 0.2180 (0.2298) loss_rec_sfr: 0.2665 (0.3128) loss_cl: -0.2790 (-0.2785) time: 0.7447 data: 0.0002 max mem: 29860 [16:31:44.550604] Epoch: [120] [ 100/2904] eta: 0:43:27 lr: 0.002335 loss: 0.1891 (0.2040) loss_rec_all: 0.2149 (0.2296) loss_rec_sfr: 0.2898 (0.3147) loss_cl: -0.2790 (-0.2786) time: 0.7466 data: 0.0002 max mem: 29860 [16:31:59.468439] Epoch: [120] [ 120/2904] eta: 0:41:44 lr: 0.002335 loss: 0.1875 (0.2031) loss_rec_all: 0.2137 (0.2288) loss_rec_sfr: 0.2750 (0.3111) loss_cl: -0.2785 (-0.2785) time: 0.7459 data: 0.0002 max mem: 29860 [16:32:14.389316] Epoch: [120] [ 140/2904] eta: 0:40:26 lr: 0.002335 loss: 0.1852 (0.2023) loss_rec_all: 0.2112 (0.2280) loss_rec_sfr: 0.2845 (0.3089) loss_cl: -0.2789 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [16:32:29.319409] Epoch: [120] [ 160/2904] eta: 0:39:23 lr: 0.002335 loss: 0.1853 (0.2015) loss_rec_all: 0.2111 (0.2272) loss_rec_sfr: 0.2844 (0.3076) loss_cl: -0.2785 (-0.2786) time: 0.7465 data: 0.0002 max mem: 29860 [16:32:44.291083] Epoch: [120] [ 180/2904] eta: 0:38:32 lr: 0.002335 loss: 0.1961 (0.2021) loss_rec_all: 0.2218 (0.2278) loss_rec_sfr: 0.2848 (0.3091) loss_cl: -0.2787 (-0.2786) time: 0.7485 data: 0.0002 max mem: 29860 [16:32:59.236891] Epoch: [120] [ 200/2904] eta: 0:37:48 lr: 0.002335 loss: 0.1879 (0.2018) loss_rec_all: 0.2139 (0.2275) loss_rec_sfr: 0.2763 (0.3072) loss_cl: -0.2791 (-0.2786) time: 0.7473 data: 0.0002 max mem: 29860 [16:33:14.192084] Epoch: [120] [ 220/2904] eta: 0:37:09 lr: 0.002335 loss: 0.1902 (0.2023) loss_rec_all: 0.2161 (0.2280) loss_rec_sfr: 0.2812 (0.3080) loss_cl: -0.2793 (-0.2787) time: 0.7477 data: 0.0002 max mem: 29860 [16:33:29.122747] Epoch: [120] [ 240/2904] eta: 0:36:34 lr: 0.002335 loss: 0.1900 (0.2025) loss_rec_all: 0.2159 (0.2282) loss_rec_sfr: 0.2906 (0.3091) loss_cl: -0.2787 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [16:33:44.049343] Epoch: [120] [ 260/2904] eta: 0:36:02 lr: 0.002335 loss: 0.1875 (0.2020) loss_rec_all: 0.2133 (0.2277) loss_rec_sfr: 0.2754 (0.3071) loss_cl: -0.2786 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [16:33:58.967794] Epoch: [120] [ 280/2904] eta: 0:35:32 lr: 0.002335 loss: 0.1891 (0.2017) loss_rec_all: 0.2153 (0.2274) loss_rec_sfr: 0.2439 (0.3053) loss_cl: -0.2786 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [16:34:13.888699] Epoch: [120] [ 300/2904] eta: 0:35:04 lr: 0.002335 loss: 0.1914 (0.2020) loss_rec_all: 0.2168 (0.2277) loss_rec_sfr: 0.2939 (0.3061) loss_cl: -0.2780 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [16:34:28.818942] Epoch: [120] [ 320/2904] eta: 0:34:38 lr: 0.002335 loss: 0.1935 (0.2022) loss_rec_all: 0.2193 (0.2279) loss_rec_sfr: 0.2938 (0.3069) loss_cl: -0.2789 (-0.2786) time: 0.7465 data: 0.0002 max mem: 29860 [16:34:43.767663] Epoch: [120] [ 340/2904] eta: 0:34:13 lr: 0.002335 loss: 0.1916 (0.2024) loss_rec_all: 0.2179 (0.2281) loss_rec_sfr: 0.2917 (0.3076) loss_cl: -0.2793 (-0.2787) time: 0.7474 data: 0.0002 max mem: 29860 [16:34:58.697183] Epoch: [120] [ 360/2904] eta: 0:33:50 lr: 0.002335 loss: 0.1882 (0.2025) loss_rec_all: 0.2144 (0.2283) loss_rec_sfr: 0.2766 (0.3079) loss_cl: -0.2791 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [16:35:13.617702] Epoch: [120] [ 380/2904] eta: 0:33:27 lr: 0.002335 loss: 0.1902 (0.2025) loss_rec_all: 0.2165 (0.2282) loss_rec_sfr: 0.2735 (0.3073) loss_cl: -0.2784 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [16:35:28.546882] Epoch: [120] [ 400/2904] eta: 0:33:05 lr: 0.002335 loss: 0.1892 (0.2023) loss_rec_all: 0.2151 (0.2280) loss_rec_sfr: 0.2811 (0.3070) loss_cl: -0.2792 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [16:35:43.469407] Epoch: [120] [ 420/2904] eta: 0:32:43 lr: 0.002335 loss: 0.1883 (0.2018) loss_rec_all: 0.2140 (0.2276) loss_rec_sfr: 0.2418 (0.3046) loss_cl: -0.2794 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [16:35:58.396218] Epoch: [120] [ 440/2904] eta: 0:32:23 lr: 0.002335 loss: 0.1893 (0.2014) loss_rec_all: 0.2150 (0.2271) loss_rec_sfr: 0.2812 (0.3033) loss_cl: -0.2787 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [16:36:13.322257] Epoch: [120] [ 460/2904] eta: 0:32:02 lr: 0.002335 loss: 0.1922 (0.2019) loss_rec_all: 0.2185 (0.2276) loss_rec_sfr: 0.2670 (0.3045) loss_cl: -0.2782 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [16:36:28.247092] Epoch: [120] [ 480/2904] eta: 0:31:42 lr: 0.002335 loss: 0.1927 (0.2021) loss_rec_all: 0.2189 (0.2278) loss_rec_sfr: 0.2982 (0.3052) loss_cl: -0.2793 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [16:36:43.168145] Epoch: [120] [ 500/2904] eta: 0:31:23 lr: 0.002335 loss: 0.1914 (0.2017) loss_rec_all: 0.2175 (0.2275) loss_rec_sfr: 0.2667 (0.3039) loss_cl: -0.2788 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [16:36:58.090322] Epoch: [120] [ 520/2904] eta: 0:31:04 lr: 0.002335 loss: 0.1920 (0.2019) loss_rec_all: 0.2178 (0.2277) loss_rec_sfr: 0.2788 (0.3044) loss_cl: -0.2789 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [16:37:13.006616] Epoch: [120] [ 540/2904] eta: 0:30:45 lr: 0.002335 loss: 0.1989 (0.2024) loss_rec_all: 0.2248 (0.2281) loss_rec_sfr: 0.2854 (0.3058) loss_cl: -0.2787 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [16:37:27.923567] Epoch: [120] [ 560/2904] eta: 0:30:27 lr: 0.002335 loss: 0.1908 (0.2023) loss_rec_all: 0.2166 (0.2280) loss_rec_sfr: 0.2884 (0.3055) loss_cl: -0.2791 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [16:37:42.843797] Epoch: [120] [ 580/2904] eta: 0:30:08 lr: 0.002335 loss: 0.1912 (0.2024) loss_rec_all: 0.2171 (0.2282) loss_rec_sfr: 0.2919 (0.3062) loss_cl: -0.2783 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [16:37:57.761714] Epoch: [120] [ 600/2904] eta: 0:29:50 lr: 0.002335 loss: 0.1853 (0.2020) loss_rec_all: 0.2114 (0.2278) loss_rec_sfr: 0.2520 (0.3048) loss_cl: -0.2791 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [16:38:12.683761] Epoch: [120] [ 620/2904] eta: 0:29:32 lr: 0.002335 loss: 0.1875 (0.2017) loss_rec_all: 0.2133 (0.2274) loss_rec_sfr: 0.2682 (0.3037) loss_cl: -0.2785 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [16:38:27.606909] Epoch: [120] [ 640/2904] eta: 0:29:15 lr: 0.002335 loss: 0.1874 (0.2014) loss_rec_all: 0.2133 (0.2271) loss_rec_sfr: 0.2729 (0.3026) loss_cl: -0.2777 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [16:38:42.517696] Epoch: [120] [ 660/2904] eta: 0:28:57 lr: 0.002335 loss: 0.1869 (0.2013) loss_rec_all: 0.2126 (0.2271) loss_rec_sfr: 0.2915 (0.3030) loss_cl: -0.2796 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [16:38:57.434550] Epoch: [120] [ 680/2904] eta: 0:28:40 lr: 0.002335 loss: 0.1906 (0.2015) loss_rec_all: 0.2168 (0.2272) loss_rec_sfr: 0.2792 (0.3035) loss_cl: -0.2793 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [16:39:12.347096] Epoch: [120] [ 700/2904] eta: 0:28:23 lr: 0.002335 loss: 0.1906 (0.2013) loss_rec_all: 0.2163 (0.2271) loss_rec_sfr: 0.2746 (0.3031) loss_cl: -0.2780 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [16:39:27.258835] Epoch: [120] [ 720/2904] eta: 0:28:06 lr: 0.002335 loss: 0.1904 (0.2012) loss_rec_all: 0.2162 (0.2269) loss_rec_sfr: 0.2771 (0.3028) loss_cl: -0.2784 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [16:39:42.164863] Epoch: [120] [ 740/2904] eta: 0:27:49 lr: 0.002335 loss: 0.1887 (0.2012) loss_rec_all: 0.2149 (0.2269) loss_rec_sfr: 0.2653 (0.3023) loss_cl: -0.2795 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [16:39:57.078331] Epoch: [120] [ 760/2904] eta: 0:27:32 lr: 0.002335 loss: 0.1931 (0.2015) loss_rec_all: 0.2190 (0.2272) loss_rec_sfr: 0.2995 (0.3034) loss_cl: -0.2798 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [16:40:11.990109] Epoch: [120] [ 780/2904] eta: 0:27:15 lr: 0.002335 loss: 0.1894 (0.2013) loss_rec_all: 0.2154 (0.2270) loss_rec_sfr: 0.2520 (0.3026) loss_cl: -0.2779 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [16:40:26.904787] Epoch: [120] [ 800/2904] eta: 0:26:58 lr: 0.002335 loss: 0.1907 (0.2015) loss_rec_all: 0.2171 (0.2272) loss_rec_sfr: 0.2855 (0.3033) loss_cl: -0.2792 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [16:40:41.820998] Epoch: [120] [ 820/2904] eta: 0:26:42 lr: 0.002335 loss: 0.1922 (0.2017) loss_rec_all: 0.2180 (0.2274) loss_rec_sfr: 0.2934 (0.3039) loss_cl: -0.2791 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [16:40:56.739923] Epoch: [120] [ 840/2904] eta: 0:26:25 lr: 0.002335 loss: 0.1938 (0.2017) loss_rec_all: 0.2196 (0.2275) loss_rec_sfr: 0.2795 (0.3040) loss_cl: -0.2787 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [16:41:11.652350] Epoch: [120] [ 860/2904] eta: 0:26:09 lr: 0.002335 loss: 0.1912 (0.2019) loss_rec_all: 0.2171 (0.2276) loss_rec_sfr: 0.2933 (0.3044) loss_cl: -0.2789 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [16:41:26.561175] Epoch: [120] [ 880/2904] eta: 0:25:52 lr: 0.002334 loss: 0.1889 (0.2017) loss_rec_all: 0.2152 (0.2275) loss_rec_sfr: 0.2812 (0.3039) loss_cl: -0.2781 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [16:41:41.470729] Epoch: [120] [ 900/2904] eta: 0:25:36 lr: 0.002334 loss: 0.1892 (0.2018) loss_rec_all: 0.2155 (0.2276) loss_rec_sfr: 0.2737 (0.3039) loss_cl: -0.2794 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [16:41:56.383759] Epoch: [120] [ 920/2904] eta: 0:25:20 lr: 0.002334 loss: 0.1912 (0.2018) loss_rec_all: 0.2174 (0.2275) loss_rec_sfr: 0.2773 (0.3039) loss_cl: -0.2799 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [16:42:11.301432] Epoch: [120] [ 940/2904] eta: 0:25:04 lr: 0.002334 loss: 0.1876 (0.2018) loss_rec_all: 0.2137 (0.2275) loss_rec_sfr: 0.2914 (0.3040) loss_cl: -0.2794 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [16:42:26.224658] Epoch: [120] [ 960/2904] eta: 0:24:47 lr: 0.002334 loss: 0.1954 (0.2019) loss_rec_all: 0.2214 (0.2277) loss_rec_sfr: 0.2960 (0.3046) loss_cl: -0.2779 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [16:42:41.142582] Epoch: [120] [ 980/2904] eta: 0:24:31 lr: 0.002334 loss: 0.1894 (0.2019) loss_rec_all: 0.2155 (0.2277) loss_rec_sfr: 0.2569 (0.3042) loss_cl: -0.2786 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [16:42:56.054584] Epoch: [120] [1000/2904] eta: 0:24:15 lr: 0.002334 loss: 0.1938 (0.2021) loss_rec_all: 0.2194 (0.2278) loss_rec_sfr: 0.2930 (0.3048) loss_cl: -0.2786 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [16:43:10.972397] Epoch: [120] [1020/2904] eta: 0:23:59 lr: 0.002334 loss: 0.1920 (0.2019) loss_rec_all: 0.2177 (0.2276) loss_rec_sfr: 0.2797 (0.3042) loss_cl: -0.2787 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [16:43:25.891555] Epoch: [120] [1040/2904] eta: 0:23:43 lr: 0.002334 loss: 0.1901 (0.2018) loss_rec_all: 0.2164 (0.2275) loss_rec_sfr: 0.2869 (0.3040) loss_cl: -0.2791 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [16:43:40.812437] Epoch: [120] [1060/2904] eta: 0:23:28 lr: 0.002334 loss: 0.1928 (0.2017) loss_rec_all: 0.2192 (0.2274) loss_rec_sfr: 0.2736 (0.3035) loss_cl: -0.2788 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [16:43:55.732512] Epoch: [120] [1080/2904] eta: 0:23:12 lr: 0.002334 loss: 0.1906 (0.2018) loss_rec_all: 0.2167 (0.2275) loss_rec_sfr: 0.2876 (0.3039) loss_cl: -0.2786 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [16:44:10.643680] Epoch: [120] [1100/2904] eta: 0:22:56 lr: 0.002334 loss: 0.1965 (0.2018) loss_rec_all: 0.2220 (0.2276) loss_rec_sfr: 0.2894 (0.3041) loss_cl: -0.2785 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [16:44:25.577038] Epoch: [120] [1120/2904] eta: 0:22:40 lr: 0.002334 loss: 0.1917 (0.2020) loss_rec_all: 0.2178 (0.2277) loss_rec_sfr: 0.2771 (0.3044) loss_cl: -0.2786 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [16:44:40.504151] Epoch: [120] [1140/2904] eta: 0:22:24 lr: 0.002334 loss: 0.1901 (0.2020) loss_rec_all: 0.2159 (0.2278) loss_rec_sfr: 0.2806 (0.3046) loss_cl: -0.2786 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [16:44:55.422727] Epoch: [120] [1160/2904] eta: 0:22:09 lr: 0.002334 loss: 0.1889 (0.2019) loss_rec_all: 0.2150 (0.2277) loss_rec_sfr: 0.2705 (0.3042) loss_cl: -0.2787 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [16:45:10.336533] Epoch: [120] [1180/2904] eta: 0:21:53 lr: 0.002334 loss: 0.1937 (0.2018) loss_rec_all: 0.2194 (0.2276) loss_rec_sfr: 0.2695 (0.3037) loss_cl: -0.2798 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [16:45:25.260624] Epoch: [120] [1200/2904] eta: 0:21:37 lr: 0.002334 loss: 0.1919 (0.2017) loss_rec_all: 0.2182 (0.2275) loss_rec_sfr: 0.2711 (0.3034) loss_cl: -0.2793 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [16:45:40.187687] Epoch: [120] [1220/2904] eta: 0:21:21 lr: 0.002334 loss: 0.1928 (0.2017) loss_rec_all: 0.2189 (0.2275) loss_rec_sfr: 0.2712 (0.3031) loss_cl: -0.2787 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [16:45:55.116509] Epoch: [120] [1240/2904] eta: 0:21:06 lr: 0.002334 loss: 0.1884 (0.2017) loss_rec_all: 0.2141 (0.2274) loss_rec_sfr: 0.2890 (0.3030) loss_cl: -0.2784 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [16:46:10.037173] Epoch: [120] [1260/2904] eta: 0:20:50 lr: 0.002334 loss: 0.1914 (0.2018) loss_rec_all: 0.2174 (0.2275) loss_rec_sfr: 0.2902 (0.3034) loss_cl: -0.2794 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [16:46:24.955806] Epoch: [120] [1280/2904] eta: 0:20:35 lr: 0.002334 loss: 0.1892 (0.2017) loss_rec_all: 0.2155 (0.2275) loss_rec_sfr: 0.2693 (0.3031) loss_cl: -0.2793 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [16:46:39.872450] Epoch: [120] [1300/2904] eta: 0:20:19 lr: 0.002334 loss: 0.1938 (0.2017) loss_rec_all: 0.2195 (0.2275) loss_rec_sfr: 0.2901 (0.3033) loss_cl: -0.2789 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [16:46:54.792155] Epoch: [120] [1320/2904] eta: 0:20:04 lr: 0.002334 loss: 0.1930 (0.2018) loss_rec_all: 0.2193 (0.2276) loss_rec_sfr: 0.2791 (0.3035) loss_cl: -0.2782 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [16:47:09.711982] Epoch: [120] [1340/2904] eta: 0:19:48 lr: 0.002334 loss: 0.1909 (0.2019) loss_rec_all: 0.2166 (0.2276) loss_rec_sfr: 0.2770 (0.3037) loss_cl: -0.2780 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [16:47:24.632330] Epoch: [120] [1360/2904] eta: 0:19:32 lr: 0.002334 loss: 0.1877 (0.2017) loss_rec_all: 0.2140 (0.2275) loss_rec_sfr: 0.2531 (0.3030) loss_cl: -0.2791 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [16:47:39.550482] Epoch: [120] [1380/2904] eta: 0:19:17 lr: 0.002334 loss: 0.1918 (0.2017) loss_rec_all: 0.2179 (0.2275) loss_rec_sfr: 0.2877 (0.3032) loss_cl: -0.2788 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [16:47:54.466690] Epoch: [120] [1400/2904] eta: 0:19:02 lr: 0.002334 loss: 0.1931 (0.2018) loss_rec_all: 0.2192 (0.2275) loss_rec_sfr: 0.2518 (0.3031) loss_cl: -0.2791 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [16:48:09.384246] Epoch: [120] [1420/2904] eta: 0:18:46 lr: 0.002334 loss: 0.1890 (0.2017) loss_rec_all: 0.2149 (0.2274) loss_rec_sfr: 0.2709 (0.3028) loss_cl: -0.2790 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [16:48:24.305446] Epoch: [120] [1440/2904] eta: 0:18:31 lr: 0.002334 loss: 0.1904 (0.2016) loss_rec_all: 0.2161 (0.2274) loss_rec_sfr: 0.2739 (0.3025) loss_cl: -0.2780 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [16:48:39.223915] Epoch: [120] [1460/2904] eta: 0:18:15 lr: 0.002334 loss: 0.1904 (0.2017) loss_rec_all: 0.2159 (0.2274) loss_rec_sfr: 0.2672 (0.3026) loss_cl: -0.2784 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [16:48:54.149969] Epoch: [120] [1480/2904] eta: 0:18:00 lr: 0.002334 loss: 0.1877 (0.2015) loss_rec_all: 0.2136 (0.2273) loss_rec_sfr: 0.2876 (0.3023) loss_cl: -0.2790 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [16:49:09.071872] Epoch: [120] [1500/2904] eta: 0:17:44 lr: 0.002334 loss: 0.1909 (0.2014) loss_rec_all: 0.2169 (0.2272) loss_rec_sfr: 0.2726 (0.3020) loss_cl: -0.2786 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [16:49:23.997452] Epoch: [120] [1520/2904] eta: 0:17:29 lr: 0.002334 loss: 0.1930 (0.2015) loss_rec_all: 0.2188 (0.2272) loss_rec_sfr: 0.2892 (0.3021) loss_cl: -0.2785 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [16:49:38.914458] Epoch: [120] [1540/2904] eta: 0:17:14 lr: 0.002334 loss: 0.1896 (0.2014) loss_rec_all: 0.2160 (0.2272) loss_rec_sfr: 0.2804 (0.3021) loss_cl: -0.2783 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [16:49:53.844185] Epoch: [120] [1560/2904] eta: 0:16:58 lr: 0.002334 loss: 0.1880 (0.2014) loss_rec_all: 0.2141 (0.2272) loss_rec_sfr: 0.2726 (0.3020) loss_cl: -0.2788 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [16:50:08.770301] Epoch: [120] [1580/2904] eta: 0:16:43 lr: 0.002334 loss: 0.1955 (0.2014) loss_rec_all: 0.2213 (0.2272) loss_rec_sfr: 0.2837 (0.3020) loss_cl: -0.2794 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [16:50:23.705628] Epoch: [120] [1600/2904] eta: 0:16:27 lr: 0.002334 loss: 0.1886 (0.2014) loss_rec_all: 0.2152 (0.2272) loss_rec_sfr: 0.2528 (0.3018) loss_cl: -0.2800 (-0.2787) time: 0.7467 data: 0.0002 max mem: 29860 [16:50:38.633820] Epoch: [120] [1620/2904] eta: 0:16:12 lr: 0.002334 loss: 0.1824 (0.2012) loss_rec_all: 0.2090 (0.2270) loss_rec_sfr: 0.2703 (0.3013) loss_cl: -0.2790 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [16:50:53.561334] Epoch: [120] [1640/2904] eta: 0:15:57 lr: 0.002334 loss: 0.1963 (0.2013) loss_rec_all: 0.2221 (0.2270) loss_rec_sfr: 0.2808 (0.3015) loss_cl: -0.2782 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [16:51:08.483873] Epoch: [120] [1660/2904] eta: 0:15:42 lr: 0.002334 loss: 0.1950 (0.2013) loss_rec_all: 0.2207 (0.2270) loss_rec_sfr: 0.2723 (0.3014) loss_cl: -0.2779 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [16:51:23.405460] Epoch: [120] [1680/2904] eta: 0:15:26 lr: 0.002334 loss: 0.1947 (0.2013) loss_rec_all: 0.2206 (0.2271) loss_rec_sfr: 0.2858 (0.3016) loss_cl: -0.2789 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [16:51:38.333454] Epoch: [120] [1700/2904] eta: 0:15:11 lr: 0.002334 loss: 0.1894 (0.2013) loss_rec_all: 0.2153 (0.2270) loss_rec_sfr: 0.2751 (0.3015) loss_cl: -0.2789 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [16:51:53.257234] Epoch: [120] [1720/2904] eta: 0:14:56 lr: 0.002334 loss: 0.1918 (0.2012) loss_rec_all: 0.2174 (0.2270) loss_rec_sfr: 0.2708 (0.3013) loss_cl: -0.2787 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [16:52:08.178092] Epoch: [120] [1740/2904] eta: 0:14:40 lr: 0.002334 loss: 0.1925 (0.2013) loss_rec_all: 0.2185 (0.2270) loss_rec_sfr: 0.2872 (0.3014) loss_cl: -0.2798 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [16:52:23.099279] Epoch: [120] [1760/2904] eta: 0:14:25 lr: 0.002334 loss: 0.1891 (0.2012) loss_rec_all: 0.2150 (0.2270) loss_rec_sfr: 0.2921 (0.3015) loss_cl: -0.2797 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [16:52:38.010813] Epoch: [120] [1780/2904] eta: 0:14:10 lr: 0.002334 loss: 0.1989 (0.2013) loss_rec_all: 0.2249 (0.2271) loss_rec_sfr: 0.2823 (0.3016) loss_cl: -0.2790 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [16:52:52.936678] Epoch: [120] [1800/2904] eta: 0:13:55 lr: 0.002334 loss: 0.1896 (0.2012) loss_rec_all: 0.2154 (0.2270) loss_rec_sfr: 0.2560 (0.3012) loss_cl: -0.2779 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [16:53:07.860833] Epoch: [120] [1820/2904] eta: 0:13:39 lr: 0.002334 loss: 0.1864 (0.2011) loss_rec_all: 0.2123 (0.2269) loss_rec_sfr: 0.2532 (0.3008) loss_cl: -0.2784 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [16:53:22.783301] Epoch: [120] [1840/2904] eta: 0:13:24 lr: 0.002334 loss: 0.1940 (0.2012) loss_rec_all: 0.2202 (0.2270) loss_rec_sfr: 0.2859 (0.3013) loss_cl: -0.2785 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [16:53:37.699072] Epoch: [120] [1860/2904] eta: 0:13:09 lr: 0.002334 loss: 0.1929 (0.2013) loss_rec_all: 0.2186 (0.2270) loss_rec_sfr: 0.2825 (0.3014) loss_cl: -0.2794 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [16:53:52.626415] Epoch: [120] [1880/2904] eta: 0:12:54 lr: 0.002334 loss: 0.1891 (0.2012) loss_rec_all: 0.2151 (0.2270) loss_rec_sfr: 0.2699 (0.3013) loss_cl: -0.2795 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [16:54:07.547145] Epoch: [120] [1900/2904] eta: 0:12:38 lr: 0.002334 loss: 0.1937 (0.2012) loss_rec_all: 0.2196 (0.2269) loss_rec_sfr: 0.2722 (0.3011) loss_cl: -0.2790 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [16:54:22.472105] Epoch: [120] [1920/2904] eta: 0:12:23 lr: 0.002334 loss: 0.1902 (0.2011) loss_rec_all: 0.2165 (0.2269) loss_rec_sfr: 0.2773 (0.3009) loss_cl: -0.2786 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [16:54:37.399793] Epoch: [120] [1940/2904] eta: 0:12:08 lr: 0.002334 loss: 0.1886 (0.2011) loss_rec_all: 0.2146 (0.2268) loss_rec_sfr: 0.2700 (0.3007) loss_cl: -0.2795 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [16:54:52.333138] Epoch: [120] [1960/2904] eta: 0:11:53 lr: 0.002334 loss: 0.1875 (0.2010) loss_rec_all: 0.2136 (0.2268) loss_rec_sfr: 0.2734 (0.3006) loss_cl: -0.2782 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [16:55:07.254924] Epoch: [120] [1980/2904] eta: 0:11:38 lr: 0.002334 loss: 0.1916 (0.2011) loss_rec_all: 0.2172 (0.2268) loss_rec_sfr: 0.2972 (0.3009) loss_cl: -0.2778 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [16:55:22.177220] Epoch: [120] [2000/2904] eta: 0:11:22 lr: 0.002334 loss: 0.1871 (0.2010) loss_rec_all: 0.2136 (0.2268) loss_rec_sfr: 0.2734 (0.3007) loss_cl: -0.2784 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [16:55:37.094820] Epoch: [120] [2020/2904] eta: 0:11:07 lr: 0.002334 loss: 0.1885 (0.2010) loss_rec_all: 0.2143 (0.2268) loss_rec_sfr: 0.2880 (0.3007) loss_cl: -0.2786 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [16:55:52.023661] Epoch: [120] [2040/2904] eta: 0:10:52 lr: 0.002334 loss: 0.1900 (0.2010) loss_rec_all: 0.2165 (0.2267) loss_rec_sfr: 0.2722 (0.3006) loss_cl: -0.2793 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [16:56:06.948780] Epoch: [120] [2060/2904] eta: 0:10:37 lr: 0.002334 loss: 0.1900 (0.2011) loss_rec_all: 0.2161 (0.2268) loss_rec_sfr: 0.2991 (0.3010) loss_cl: -0.2795 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [16:56:21.891504] Epoch: [120] [2080/2904] eta: 0:10:22 lr: 0.002334 loss: 0.1914 (0.2011) loss_rec_all: 0.2173 (0.2269) loss_rec_sfr: 0.2779 (0.3010) loss_cl: -0.2797 (-0.2787) time: 0.7471 data: 0.0002 max mem: 29860 [16:56:36.827247] Epoch: [120] [2100/2904] eta: 0:10:06 lr: 0.002334 loss: 0.1905 (0.2012) loss_rec_all: 0.2164 (0.2270) loss_rec_sfr: 0.2986 (0.3014) loss_cl: -0.2783 (-0.2787) time: 0.7467 data: 0.0002 max mem: 29860 [16:56:51.757690] Epoch: [120] [2120/2904] eta: 0:09:51 lr: 0.002334 loss: 0.1901 (0.2012) loss_rec_all: 0.2157 (0.2270) loss_rec_sfr: 0.2736 (0.3013) loss_cl: -0.2781 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [16:57:06.685103] Epoch: [120] [2140/2904] eta: 0:09:36 lr: 0.002334 loss: 0.1895 (0.2012) loss_rec_all: 0.2152 (0.2270) loss_rec_sfr: 0.2883 (0.3013) loss_cl: -0.2794 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [16:57:21.613505] Epoch: [120] [2160/2904] eta: 0:09:21 lr: 0.002334 loss: 0.1877 (0.2011) loss_rec_all: 0.2136 (0.2269) loss_rec_sfr: 0.2728 (0.3010) loss_cl: -0.2788 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [16:57:36.537579] Epoch: [120] [2180/2904] eta: 0:09:06 lr: 0.002334 loss: 0.1918 (0.2011) loss_rec_all: 0.2175 (0.2269) loss_rec_sfr: 0.2958 (0.3012) loss_cl: -0.2779 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [16:57:51.470422] Epoch: [120] [2200/2904] eta: 0:08:51 lr: 0.002334 loss: 0.1907 (0.2012) loss_rec_all: 0.2168 (0.2269) loss_rec_sfr: 0.2990 (0.3014) loss_cl: -0.2778 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [16:58:06.398780] Epoch: [120] [2220/2904] eta: 0:08:36 lr: 0.002334 loss: 0.1876 (0.2011) loss_rec_all: 0.2135 (0.2269) loss_rec_sfr: 0.2561 (0.3012) loss_cl: -0.2792 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [16:58:21.324211] Epoch: [120] [2240/2904] eta: 0:08:20 lr: 0.002334 loss: 0.1874 (0.2011) loss_rec_all: 0.2131 (0.2269) loss_rec_sfr: 0.2445 (0.3011) loss_cl: -0.2796 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [16:58:36.243229] Epoch: [120] [2260/2904] eta: 0:08:05 lr: 0.002334 loss: 0.1882 (0.2010) loss_rec_all: 0.2146 (0.2268) loss_rec_sfr: 0.2792 (0.3009) loss_cl: -0.2789 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [16:58:51.162249] Epoch: [120] [2280/2904] eta: 0:07:50 lr: 0.002334 loss: 0.1885 (0.2010) loss_rec_all: 0.2148 (0.2268) loss_rec_sfr: 0.2916 (0.3009) loss_cl: -0.2792 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [16:59:06.077283] Epoch: [120] [2300/2904] eta: 0:07:35 lr: 0.002334 loss: 0.1881 (0.2010) loss_rec_all: 0.2139 (0.2267) loss_rec_sfr: 0.2757 (0.3007) loss_cl: -0.2786 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [16:59:20.997360] Epoch: [120] [2320/2904] eta: 0:07:20 lr: 0.002334 loss: 0.1895 (0.2009) loss_rec_all: 0.2152 (0.2267) loss_rec_sfr: 0.2942 (0.3008) loss_cl: -0.2791 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [16:59:35.912951] Epoch: [120] [2340/2904] eta: 0:07:05 lr: 0.002334 loss: 0.1899 (0.2010) loss_rec_all: 0.2158 (0.2267) loss_rec_sfr: 0.2808 (0.3009) loss_cl: -0.2792 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [16:59:50.836313] Epoch: [120] [2360/2904] eta: 0:06:50 lr: 0.002334 loss: 0.1883 (0.2009) loss_rec_all: 0.2144 (0.2267) loss_rec_sfr: 0.2725 (0.3007) loss_cl: -0.2788 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [17:00:05.759016] Epoch: [120] [2380/2904] eta: 0:06:35 lr: 0.002334 loss: 0.1899 (0.2009) loss_rec_all: 0.2161 (0.2266) loss_rec_sfr: 0.2685 (0.3005) loss_cl: -0.2790 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [17:00:20.691840] Epoch: [120] [2400/2904] eta: 0:06:19 lr: 0.002334 loss: 0.1885 (0.2008) loss_rec_all: 0.2146 (0.2266) loss_rec_sfr: 0.2481 (0.3002) loss_cl: -0.2800 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [17:00:35.615580] Epoch: [120] [2420/2904] eta: 0:06:04 lr: 0.002334 loss: 0.1843 (0.2008) loss_rec_all: 0.2104 (0.2266) loss_rec_sfr: 0.2743 (0.3001) loss_cl: -0.2797 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [17:00:50.541536] Epoch: [120] [2440/2904] eta: 0:05:49 lr: 0.002334 loss: 0.1887 (0.2007) loss_rec_all: 0.2148 (0.2265) loss_rec_sfr: 0.2672 (0.2999) loss_cl: -0.2785 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [17:01:05.460281] Epoch: [120] [2460/2904] eta: 0:05:34 lr: 0.002334 loss: 0.1927 (0.2008) loss_rec_all: 0.2186 (0.2266) loss_rec_sfr: 0.2852 (0.3001) loss_cl: -0.2795 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [17:01:20.381603] Epoch: [120] [2480/2904] eta: 0:05:19 lr: 0.002334 loss: 0.1903 (0.2008) loss_rec_all: 0.2162 (0.2266) loss_rec_sfr: 0.2711 (0.2999) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [17:01:35.307479] Epoch: [120] [2500/2904] eta: 0:05:04 lr: 0.002334 loss: 0.1853 (0.2007) loss_rec_all: 0.2111 (0.2265) loss_rec_sfr: 0.2652 (0.2997) loss_cl: -0.2785 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [17:01:50.220921] Epoch: [120] [2520/2904] eta: 0:04:49 lr: 0.002334 loss: 0.1883 (0.2007) loss_rec_all: 0.2142 (0.2264) loss_rec_sfr: 0.2842 (0.2996) loss_cl: -0.2794 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [17:02:05.147570] Epoch: [120] [2540/2904] eta: 0:04:34 lr: 0.002334 loss: 0.1894 (0.2007) loss_rec_all: 0.2158 (0.2264) loss_rec_sfr: 0.2708 (0.2996) loss_cl: -0.2786 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [17:02:20.079596] Epoch: [120] [2560/2904] eta: 0:04:19 lr: 0.002334 loss: 0.1910 (0.2007) loss_rec_all: 0.2170 (0.2265) loss_rec_sfr: 0.2638 (0.2996) loss_cl: -0.2791 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [17:02:35.004957] Epoch: [120] [2580/2904] eta: 0:04:04 lr: 0.002334 loss: 0.1870 (0.2006) loss_rec_all: 0.2129 (0.2264) loss_rec_sfr: 0.2557 (0.2994) loss_cl: -0.2796 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [17:02:49.935734] Epoch: [120] [2600/2904] eta: 0:03:48 lr: 0.002334 loss: 0.1894 (0.2006) loss_rec_all: 0.2150 (0.2264) loss_rec_sfr: 0.2845 (0.2994) loss_cl: -0.2789 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [17:03:04.879356] Epoch: [120] [2620/2904] eta: 0:03:33 lr: 0.002334 loss: 0.1889 (0.2006) loss_rec_all: 0.2149 (0.2264) loss_rec_sfr: 0.2682 (0.2993) loss_cl: -0.2786 (-0.2788) time: 0.7471 data: 0.0002 max mem: 29860 [17:03:19.827901] Epoch: [120] [2640/2904] eta: 0:03:18 lr: 0.002334 loss: 0.1888 (0.2006) loss_rec_all: 0.2145 (0.2264) loss_rec_sfr: 0.2821 (0.2994) loss_cl: -0.2788 (-0.2788) time: 0.7474 data: 0.0002 max mem: 29860 [17:03:34.765402] Epoch: [120] [2660/2904] eta: 0:03:03 lr: 0.002333 loss: 0.1896 (0.2007) loss_rec_all: 0.2155 (0.2264) loss_rec_sfr: 0.2693 (0.2994) loss_cl: -0.2793 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [17:03:49.703677] Epoch: [120] [2680/2904] eta: 0:02:48 lr: 0.002333 loss: 0.1908 (0.2006) loss_rec_all: 0.2166 (0.2264) loss_rec_sfr: 0.2685 (0.2993) loss_cl: -0.2794 (-0.2788) time: 0.7469 data: 0.0002 max mem: 29860 [17:04:04.630345] Epoch: [120] [2700/2904] eta: 0:02:33 lr: 0.002333 loss: 0.1939 (0.2007) loss_rec_all: 0.2194 (0.2265) loss_rec_sfr: 0.3061 (0.2997) loss_cl: -0.2782 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [17:04:19.550887] Epoch: [120] [2720/2904] eta: 0:02:18 lr: 0.002333 loss: 0.1917 (0.2007) loss_rec_all: 0.2176 (0.2265) loss_rec_sfr: 0.2786 (0.2996) loss_cl: -0.2784 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [17:04:34.473015] Epoch: [120] [2740/2904] eta: 0:02:03 lr: 0.002333 loss: 0.1959 (0.2008) loss_rec_all: 0.2220 (0.2266) loss_rec_sfr: 0.2781 (0.2997) loss_cl: -0.2795 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [17:04:49.393735] Epoch: [120] [2760/2904] eta: 0:01:48 lr: 0.002333 loss: 0.1953 (0.2008) loss_rec_all: 0.2210 (0.2266) loss_rec_sfr: 0.2899 (0.2999) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [17:05:04.310411] Epoch: [120] [2780/2904] eta: 0:01:33 lr: 0.002333 loss: 0.1988 (0.2009) loss_rec_all: 0.2248 (0.2267) loss_rec_sfr: 0.2860 (0.3002) loss_cl: -0.2782 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [17:05:19.226338] Epoch: [120] [2800/2904] eta: 0:01:18 lr: 0.002333 loss: 0.1899 (0.2010) loss_rec_all: 0.2157 (0.2268) loss_rec_sfr: 0.2831 (0.3004) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [17:05:34.143691] Epoch: [120] [2820/2904] eta: 0:01:03 lr: 0.002333 loss: 0.1945 (0.2010) loss_rec_all: 0.2201 (0.2268) loss_rec_sfr: 0.2760 (0.3003) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [17:05:49.090833] Epoch: [120] [2840/2904] eta: 0:00:48 lr: 0.002333 loss: 0.1908 (0.2010) loss_rec_all: 0.2167 (0.2268) loss_rec_sfr: 0.2723 (0.3003) loss_cl: -0.2788 (-0.2787) time: 0.7473 data: 0.0023 max mem: 29860 [17:06:03.990324] Epoch: [120] [2860/2904] eta: 0:00:33 lr: 0.002333 loss: 0.1886 (0.2010) loss_rec_all: 0.2146 (0.2267) loss_rec_sfr: 0.2655 (0.3001) loss_cl: -0.2785 (-0.2787) time: 0.7449 data: 0.0001 max mem: 29860 [17:06:18.890650] Epoch: [120] [2880/2904] eta: 0:00:18 lr: 0.002333 loss: 0.1916 (0.2009) loss_rec_all: 0.2171 (0.2267) loss_rec_sfr: 0.2729 (0.3000) loss_cl: -0.2787 (-0.2787) time: 0.7450 data: 0.0001 max mem: 29860 [17:06:33.788796] Epoch: [120] [2900/2904] eta: 0:00:03 lr: 0.002333 loss: 0.1936 (0.2010) loss_rec_all: 0.2195 (0.2267) loss_rec_sfr: 0.2851 (0.3000) loss_cl: -0.2795 (-0.2788) time: 0.7449 data: 0.0001 max mem: 29860 [17:06:36.031495] Epoch: [120] [2903/2904] eta: 0:00:00 lr: 0.002333 loss: 0.1880 (0.2009) loss_rec_all: 0.2139 (0.2267) loss_rec_sfr: 0.2810 (0.2999) loss_cl: -0.2795 (-0.2788) time: 0.7449 data: 0.0001 max mem: 29860 [17:06:38.078500] Epoch: [120] Total time: 0:36:27 (0.7533 s / it) [17:06:38.091113] Averaged stats: lr: 0.002333 loss: 0.1880 (0.2028) loss_rec_all: 0.2139 (0.2263) loss_rec_sfr: 0.2810 (0.2987) loss_cl: -0.2795 (-0.2555) [17:06:38.095702] log_dir: ./checkpoint/VF2_ViT-B [17:06:56.323565] Epoch: [121] [ 0/2904] eta: 14:42:11 lr: 0.002333 loss: 0.1832 (0.1832) loss_rec_all: 0.2096 (0.2096) loss_rec_sfr: 0.2383 (0.2383) loss_cl: -0.2799 (-0.2799) time: 18.2270 data: 9.4814 max mem: 29860 [17:07:13.553091] Epoch: [121] [ 20/2904] eta: 1:21:09 lr: 0.002333 loss: 0.1915 (0.1991) loss_rec_all: 0.2172 (0.2249) loss_rec_sfr: 0.2733 (0.2916) loss_cl: -0.2789 (-0.2788) time: 0.8614 data: 0.1120 max mem: 29860 [17:07:28.419607] Epoch: [121] [ 40/2904] eta: 0:58:35 lr: 0.002333 loss: 0.1867 (0.1988) loss_rec_all: 0.2128 (0.2246) loss_rec_sfr: 0.2710 (0.2908) loss_cl: -0.2784 (-0.2784) time: 0.7433 data: 0.0002 max mem: 29860 [17:07:43.299209] Epoch: [121] [ 60/2904] eta: 0:50:39 lr: 0.002333 loss: 0.1919 (0.1993) loss_rec_all: 0.2176 (0.2251) loss_rec_sfr: 0.2918 (0.2970) loss_cl: -0.2784 (-0.2785) time: 0.7439 data: 0.0002 max mem: 29860 [17:07:58.193868] Epoch: [121] [ 80/2904] eta: 0:46:32 lr: 0.002333 loss: 0.1894 (0.1996) loss_rec_all: 0.2154 (0.2254) loss_rec_sfr: 0.2926 (0.3000) loss_cl: -0.2791 (-0.2786) time: 0.7447 data: 0.0002 max mem: 29860 [17:08:13.097407] Epoch: [121] [ 100/2904] eta: 0:43:57 lr: 0.002333 loss: 0.1883 (0.1999) loss_rec_all: 0.2141 (0.2257) loss_rec_sfr: 0.2904 (0.3012) loss_cl: -0.2793 (-0.2787) time: 0.7451 data: 0.0002 max mem: 29860 [17:08:28.017278] Epoch: [121] [ 120/2904] eta: 0:42:08 lr: 0.002333 loss: 0.1922 (0.1997) loss_rec_all: 0.2182 (0.2254) loss_rec_sfr: 0.2770 (0.2996) loss_cl: -0.2788 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [17:08:42.941486] Epoch: [121] [ 140/2904] eta: 0:40:47 lr: 0.002333 loss: 0.1908 (0.2001) loss_rec_all: 0.2166 (0.2259) loss_rec_sfr: 0.2827 (0.3001) loss_cl: -0.2792 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [17:08:57.893801] Epoch: [121] [ 160/2904] eta: 0:39:42 lr: 0.002333 loss: 0.1872 (0.2002) loss_rec_all: 0.2134 (0.2260) loss_rec_sfr: 0.2864 (0.3005) loss_cl: -0.2786 (-0.2788) time: 0.7476 data: 0.0002 max mem: 29860 [17:09:12.818801] Epoch: [121] [ 180/2904] eta: 0:38:48 lr: 0.002333 loss: 0.1920 (0.1997) loss_rec_all: 0.2178 (0.2255) loss_rec_sfr: 0.2627 (0.2971) loss_cl: -0.2783 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [17:09:27.739540] Epoch: [121] [ 200/2904] eta: 0:38:02 lr: 0.002333 loss: 0.2010 (0.2010) loss_rec_all: 0.2269 (0.2268) loss_rec_sfr: 0.2820 (0.3014) loss_cl: -0.2788 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [17:09:42.658455] Epoch: [121] [ 220/2904] eta: 0:37:21 lr: 0.002333 loss: 0.1906 (0.2009) loss_rec_all: 0.2162 (0.2267) loss_rec_sfr: 0.2907 (0.3013) loss_cl: -0.2790 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [17:09:57.580147] Epoch: [121] [ 240/2904] eta: 0:36:44 lr: 0.002333 loss: 0.1889 (0.2008) loss_rec_all: 0.2148 (0.2265) loss_rec_sfr: 0.2672 (0.3006) loss_cl: -0.2791 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [17:10:12.505157] Epoch: [121] [ 260/2904] eta: 0:36:11 lr: 0.002333 loss: 0.1940 (0.2015) loss_rec_all: 0.2199 (0.2273) loss_rec_sfr: 0.2883 (0.3031) loss_cl: -0.2786 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [17:10:27.427887] Epoch: [121] [ 280/2904] eta: 0:35:41 lr: 0.002333 loss: 0.1954 (0.2021) loss_rec_all: 0.2211 (0.2279) loss_rec_sfr: 0.2960 (0.3052) loss_cl: -0.2785 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [17:10:42.351373] Epoch: [121] [ 300/2904] eta: 0:35:12 lr: 0.002333 loss: 0.1918 (0.2021) loss_rec_all: 0.2175 (0.2278) loss_rec_sfr: 0.2687 (0.3044) loss_cl: -0.2787 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [17:10:57.278325] Epoch: [121] [ 320/2904] eta: 0:34:46 lr: 0.002333 loss: 0.1855 (0.2012) loss_rec_all: 0.2113 (0.2269) loss_rec_sfr: 0.2717 (0.3016) loss_cl: -0.2786 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [17:11:12.217786] Epoch: [121] [ 340/2904] eta: 0:34:21 lr: 0.002333 loss: 0.1945 (0.2016) loss_rec_all: 0.2207 (0.2274) loss_rec_sfr: 0.2983 (0.3033) loss_cl: -0.2785 (-0.2787) time: 0.7469 data: 0.0002 max mem: 29860 [17:11:27.137575] Epoch: [121] [ 360/2904] eta: 0:33:56 lr: 0.002333 loss: 0.1886 (0.2014) loss_rec_all: 0.2149 (0.2272) loss_rec_sfr: 0.2786 (0.3029) loss_cl: -0.2787 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [17:11:42.062040] Epoch: [121] [ 380/2904] eta: 0:33:33 lr: 0.002333 loss: 0.1904 (0.2013) loss_rec_all: 0.2160 (0.2271) loss_rec_sfr: 0.2812 (0.3031) loss_cl: -0.2786 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [17:11:56.981039] Epoch: [121] [ 400/2904] eta: 0:33:11 lr: 0.002333 loss: 0.1916 (0.2014) loss_rec_all: 0.2173 (0.2271) loss_rec_sfr: 0.2685 (0.3031) loss_cl: -0.2786 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [17:12:11.902082] Epoch: [121] [ 420/2904] eta: 0:32:49 lr: 0.002333 loss: 0.1903 (0.2017) loss_rec_all: 0.2163 (0.2274) loss_rec_sfr: 0.2581 (0.3038) loss_cl: -0.2791 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [17:12:26.816791] Epoch: [121] [ 440/2904] eta: 0:32:28 lr: 0.002333 loss: 0.1889 (0.2014) loss_rec_all: 0.2147 (0.2271) loss_rec_sfr: 0.2676 (0.3029) loss_cl: -0.2790 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [17:12:41.735823] Epoch: [121] [ 460/2904] eta: 0:32:07 lr: 0.002333 loss: 0.1922 (0.2014) loss_rec_all: 0.2181 (0.2272) loss_rec_sfr: 0.2829 (0.3031) loss_cl: -0.2793 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [17:12:56.656427] Epoch: [121] [ 480/2904] eta: 0:31:47 lr: 0.002333 loss: 0.1917 (0.2014) loss_rec_all: 0.2176 (0.2271) loss_rec_sfr: 0.2828 (0.3032) loss_cl: -0.2784 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [17:13:11.573441] Epoch: [121] [ 500/2904] eta: 0:31:27 lr: 0.002333 loss: 0.1904 (0.2013) loss_rec_all: 0.2165 (0.2270) loss_rec_sfr: 0.2675 (0.3029) loss_cl: -0.2791 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [17:13:26.491493] Epoch: [121] [ 520/2904] eta: 0:31:08 lr: 0.002333 loss: 0.1926 (0.2013) loss_rec_all: 0.2187 (0.2270) loss_rec_sfr: 0.2822 (0.3028) loss_cl: -0.2791 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [17:13:41.422417] Epoch: [121] [ 540/2904] eta: 0:30:49 lr: 0.002333 loss: 0.1880 (0.2013) loss_rec_all: 0.2145 (0.2270) loss_rec_sfr: 0.2793 (0.3028) loss_cl: -0.2791 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [17:13:56.348513] Epoch: [121] [ 560/2904] eta: 0:30:31 lr: 0.002333 loss: 0.1926 (0.2015) loss_rec_all: 0.2186 (0.2272) loss_rec_sfr: 0.2872 (0.3034) loss_cl: -0.2780 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [17:14:11.271589] Epoch: [121] [ 580/2904] eta: 0:30:12 lr: 0.002333 loss: 0.1858 (0.2014) loss_rec_all: 0.2122 (0.2272) loss_rec_sfr: 0.2791 (0.3031) loss_cl: -0.2780 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [17:14:26.199179] Epoch: [121] [ 600/2904] eta: 0:29:54 lr: 0.002333 loss: 0.1874 (0.2012) loss_rec_all: 0.2135 (0.2270) loss_rec_sfr: 0.2507 (0.3021) loss_cl: -0.2784 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [17:14:41.131386] Epoch: [121] [ 620/2904] eta: 0:29:36 lr: 0.002333 loss: 0.1874 (0.2010) loss_rec_all: 0.2135 (0.2268) loss_rec_sfr: 0.2653 (0.3012) loss_cl: -0.2795 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [17:14:56.061407] Epoch: [121] [ 640/2904] eta: 0:29:18 lr: 0.002333 loss: 0.1915 (0.2011) loss_rec_all: 0.2174 (0.2268) loss_rec_sfr: 0.2964 (0.3016) loss_cl: -0.2795 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [17:15:10.997736] Epoch: [121] [ 660/2904] eta: 0:29:01 lr: 0.002333 loss: 0.1907 (0.2009) loss_rec_all: 0.2172 (0.2267) loss_rec_sfr: 0.2600 (0.3008) loss_cl: -0.2797 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [17:15:25.923437] Epoch: [121] [ 680/2904] eta: 0:28:43 lr: 0.002333 loss: 0.1865 (0.2007) loss_rec_all: 0.2128 (0.2265) loss_rec_sfr: 0.2663 (0.3001) loss_cl: -0.2783 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [17:15:40.851668] Epoch: [121] [ 700/2904] eta: 0:28:26 lr: 0.002333 loss: 0.1873 (0.2006) loss_rec_all: 0.2133 (0.2264) loss_rec_sfr: 0.2818 (0.2999) loss_cl: -0.2791 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [17:15:55.768387] Epoch: [121] [ 720/2904] eta: 0:28:09 lr: 0.002333 loss: 0.1869 (0.2005) loss_rec_all: 0.2132 (0.2263) loss_rec_sfr: 0.2801 (0.2997) loss_cl: -0.2780 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [17:16:10.686745] Epoch: [121] [ 740/2904] eta: 0:27:52 lr: 0.002333 loss: 0.1905 (0.2004) loss_rec_all: 0.2166 (0.2262) loss_rec_sfr: 0.2559 (0.2994) loss_cl: -0.2792 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [17:16:25.603918] Epoch: [121] [ 760/2904] eta: 0:27:35 lr: 0.002333 loss: 0.1913 (0.2006) loss_rec_all: 0.2173 (0.2264) loss_rec_sfr: 0.2738 (0.2999) loss_cl: -0.2786 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [17:16:40.520607] Epoch: [121] [ 780/2904] eta: 0:27:18 lr: 0.002333 loss: 0.1874 (0.2006) loss_rec_all: 0.2135 (0.2264) loss_rec_sfr: 0.2719 (0.2999) loss_cl: -0.2787 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [17:16:55.453049] Epoch: [121] [ 800/2904] eta: 0:27:01 lr: 0.002333 loss: 0.1949 (0.2006) loss_rec_all: 0.2209 (0.2264) loss_rec_sfr: 0.2758 (0.2998) loss_cl: -0.2790 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [17:17:10.367951] Epoch: [121] [ 820/2904] eta: 0:26:44 lr: 0.002333 loss: 0.1889 (0.2005) loss_rec_all: 0.2148 (0.2263) loss_rec_sfr: 0.2787 (0.2996) loss_cl: -0.2798 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [17:17:25.285849] Epoch: [121] [ 840/2904] eta: 0:26:28 lr: 0.002333 loss: 0.1934 (0.2008) loss_rec_all: 0.2194 (0.2266) loss_rec_sfr: 0.2939 (0.3010) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [17:17:40.203150] Epoch: [121] [ 860/2904] eta: 0:26:11 lr: 0.002333 loss: 0.1881 (0.2007) loss_rec_all: 0.2145 (0.2265) loss_rec_sfr: 0.2762 (0.3007) loss_cl: -0.2785 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [17:17:55.122134] Epoch: [121] [ 880/2904] eta: 0:25:55 lr: 0.002333 loss: 0.1914 (0.2008) loss_rec_all: 0.2171 (0.2266) loss_rec_sfr: 0.2921 (0.3010) loss_cl: -0.2785 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [17:18:10.046388] Epoch: [121] [ 900/2904] eta: 0:25:38 lr: 0.002333 loss: 0.1889 (0.2006) loss_rec_all: 0.2149 (0.2263) loss_rec_sfr: 0.2682 (0.3001) loss_cl: -0.2783 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [17:18:24.966502] Epoch: [121] [ 920/2904] eta: 0:25:22 lr: 0.002333 loss: 0.1889 (0.2005) loss_rec_all: 0.2152 (0.2263) loss_rec_sfr: 0.2726 (0.2999) loss_cl: -0.2780 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [17:18:39.878133] Epoch: [121] [ 940/2904] eta: 0:25:06 lr: 0.002333 loss: 0.1872 (0.2005) loss_rec_all: 0.2134 (0.2262) loss_rec_sfr: 0.2725 (0.2997) loss_cl: -0.2782 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [17:18:54.793815] Epoch: [121] [ 960/2904] eta: 0:24:50 lr: 0.002333 loss: 0.1878 (0.2006) loss_rec_all: 0.2142 (0.2263) loss_rec_sfr: 0.2661 (0.2999) loss_cl: -0.2791 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [17:19:09.711814] Epoch: [121] [ 980/2904] eta: 0:24:34 lr: 0.002333 loss: 0.1927 (0.2007) loss_rec_all: 0.2188 (0.2264) loss_rec_sfr: 0.2963 (0.3001) loss_cl: -0.2796 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [17:19:24.637564] Epoch: [121] [1000/2904] eta: 0:24:17 lr: 0.002333 loss: 0.1931 (0.2008) loss_rec_all: 0.2190 (0.2266) loss_rec_sfr: 0.2934 (0.3005) loss_cl: -0.2790 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [17:19:39.566544] Epoch: [121] [1020/2904] eta: 0:24:01 lr: 0.002333 loss: 0.1920 (0.2008) loss_rec_all: 0.2180 (0.2266) loss_rec_sfr: 0.2827 (0.3007) loss_cl: -0.2787 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [17:19:54.492965] Epoch: [121] [1040/2904] eta: 0:23:45 lr: 0.002333 loss: 0.1906 (0.2009) loss_rec_all: 0.2164 (0.2267) loss_rec_sfr: 0.2958 (0.3011) loss_cl: -0.2789 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [17:20:09.410744] Epoch: [121] [1060/2904] eta: 0:23:29 lr: 0.002333 loss: 0.1894 (0.2008) loss_rec_all: 0.2156 (0.2266) loss_rec_sfr: 0.2555 (0.3008) loss_cl: -0.2788 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [17:20:24.329783] Epoch: [121] [1080/2904] eta: 0:23:14 lr: 0.002333 loss: 0.1890 (0.2008) loss_rec_all: 0.2153 (0.2265) loss_rec_sfr: 0.2657 (0.3005) loss_cl: -0.2787 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [17:20:39.250337] Epoch: [121] [1100/2904] eta: 0:22:58 lr: 0.002333 loss: 0.1862 (0.2006) loss_rec_all: 0.2124 (0.2264) loss_rec_sfr: 0.2703 (0.3001) loss_cl: -0.2780 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [17:20:54.165336] Epoch: [121] [1120/2904] eta: 0:22:42 lr: 0.002333 loss: 0.1909 (0.2007) loss_rec_all: 0.2167 (0.2265) loss_rec_sfr: 0.2767 (0.3003) loss_cl: -0.2788 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [17:21:09.081809] Epoch: [121] [1140/2904] eta: 0:22:26 lr: 0.002333 loss: 0.1912 (0.2006) loss_rec_all: 0.2173 (0.2264) loss_rec_sfr: 0.2916 (0.3000) loss_cl: -0.2800 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [17:21:24.000977] Epoch: [121] [1160/2904] eta: 0:22:10 lr: 0.002333 loss: 0.1899 (0.2006) loss_rec_all: 0.2158 (0.2264) loss_rec_sfr: 0.2815 (0.3000) loss_cl: -0.2793 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [17:21:38.920301] Epoch: [121] [1180/2904] eta: 0:21:54 lr: 0.002333 loss: 0.1900 (0.2006) loss_rec_all: 0.2160 (0.2264) loss_rec_sfr: 0.2790 (0.3002) loss_cl: -0.2783 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [17:21:53.839584] Epoch: [121] [1200/2904] eta: 0:21:39 lr: 0.002333 loss: 0.1879 (0.2007) loss_rec_all: 0.2141 (0.2265) loss_rec_sfr: 0.2726 (0.3003) loss_cl: -0.2777 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [17:22:08.756491] Epoch: [121] [1220/2904] eta: 0:21:23 lr: 0.002333 loss: 0.1893 (0.2007) loss_rec_all: 0.2151 (0.2265) loss_rec_sfr: 0.2825 (0.3004) loss_cl: -0.2786 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [17:22:23.675920] Epoch: [121] [1240/2904] eta: 0:21:07 lr: 0.002333 loss: 0.1891 (0.2008) loss_rec_all: 0.2149 (0.2265) loss_rec_sfr: 0.2782 (0.3005) loss_cl: -0.2791 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [17:22:38.598073] Epoch: [121] [1260/2904] eta: 0:20:52 lr: 0.002333 loss: 0.1877 (0.2008) loss_rec_all: 0.2143 (0.2266) loss_rec_sfr: 0.2413 (0.3005) loss_cl: -0.2790 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [17:22:53.518410] Epoch: [121] [1280/2904] eta: 0:20:36 lr: 0.002333 loss: 0.1916 (0.2008) loss_rec_all: 0.2176 (0.2266) loss_rec_sfr: 0.2791 (0.3003) loss_cl: -0.2792 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [17:23:08.443245] Epoch: [121] [1300/2904] eta: 0:20:20 lr: 0.002333 loss: 0.1870 (0.2006) loss_rec_all: 0.2131 (0.2264) loss_rec_sfr: 0.2844 (0.3000) loss_cl: -0.2786 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [17:23:23.366524] Epoch: [121] [1320/2904] eta: 0:20:05 lr: 0.002333 loss: 0.1915 (0.2007) loss_rec_all: 0.2172 (0.2264) loss_rec_sfr: 0.2852 (0.3002) loss_cl: -0.2781 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [17:23:38.291364] Epoch: [121] [1340/2904] eta: 0:19:49 lr: 0.002333 loss: 0.1872 (0.2006) loss_rec_all: 0.2136 (0.2264) loss_rec_sfr: 0.2774 (0.3001) loss_cl: -0.2788 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [17:23:53.207196] Epoch: [121] [1360/2904] eta: 0:19:34 lr: 0.002333 loss: 0.1934 (0.2008) loss_rec_all: 0.2197 (0.2266) loss_rec_sfr: 0.2781 (0.3006) loss_cl: -0.2789 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [17:24:08.126545] Epoch: [121] [1380/2904] eta: 0:19:18 lr: 0.002333 loss: 0.1884 (0.2008) loss_rec_all: 0.2143 (0.2265) loss_rec_sfr: 0.2717 (0.3004) loss_cl: -0.2792 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [17:24:23.041527] Epoch: [121] [1400/2904] eta: 0:19:03 lr: 0.002333 loss: 0.1912 (0.2007) loss_rec_all: 0.2170 (0.2265) loss_rec_sfr: 0.2769 (0.3002) loss_cl: -0.2788 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [17:24:37.961715] Epoch: [121] [1420/2904] eta: 0:18:47 lr: 0.002333 loss: 0.1913 (0.2007) loss_rec_all: 0.2171 (0.2265) loss_rec_sfr: 0.2874 (0.3004) loss_cl: -0.2783 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [17:24:52.900850] Epoch: [121] [1440/2904] eta: 0:18:32 lr: 0.002333 loss: 0.1910 (0.2008) loss_rec_all: 0.2170 (0.2266) loss_rec_sfr: 0.2916 (0.3007) loss_cl: -0.2783 (-0.2787) time: 0.7469 data: 0.0002 max mem: 29860 [17:25:07.848779] Epoch: [121] [1460/2904] eta: 0:18:16 lr: 0.002333 loss: 0.1879 (0.2007) loss_rec_all: 0.2138 (0.2265) loss_rec_sfr: 0.2690 (0.3005) loss_cl: -0.2794 (-0.2787) time: 0.7474 data: 0.0002 max mem: 29860 [17:25:22.799040] Epoch: [121] [1480/2904] eta: 0:18:01 lr: 0.002333 loss: 0.1916 (0.2007) loss_rec_all: 0.2179 (0.2265) loss_rec_sfr: 0.2690 (0.3003) loss_cl: -0.2793 (-0.2787) time: 0.7475 data: 0.0002 max mem: 29860 [17:25:37.755374] Epoch: [121] [1500/2904] eta: 0:17:45 lr: 0.002333 loss: 0.1864 (0.2007) loss_rec_all: 0.2124 (0.2265) loss_rec_sfr: 0.2707 (0.3002) loss_cl: -0.2789 (-0.2787) time: 0.7478 data: 0.0002 max mem: 29860 [17:25:52.704549] Epoch: [121] [1520/2904] eta: 0:17:30 lr: 0.002333 loss: 0.1895 (0.2007) loss_rec_all: 0.2153 (0.2265) loss_rec_sfr: 0.2750 (0.3002) loss_cl: -0.2790 (-0.2787) time: 0.7474 data: 0.0002 max mem: 29860 [17:26:07.673529] Epoch: [121] [1540/2904] eta: 0:17:15 lr: 0.002332 loss: 0.1898 (0.2007) loss_rec_all: 0.2157 (0.2265) loss_rec_sfr: 0.2874 (0.3003) loss_cl: -0.2793 (-0.2787) time: 0.7484 data: 0.0002 max mem: 29860 [17:26:22.637514] Epoch: [121] [1560/2904] eta: 0:16:59 lr: 0.002332 loss: 0.1864 (0.2005) loss_rec_all: 0.2127 (0.2263) loss_rec_sfr: 0.2709 (0.2997) loss_cl: -0.2788 (-0.2787) time: 0.7482 data: 0.0002 max mem: 29860 [17:26:37.595039] Epoch: [121] [1580/2904] eta: 0:16:44 lr: 0.002332 loss: 0.1888 (0.2006) loss_rec_all: 0.2146 (0.2264) loss_rec_sfr: 0.2751 (0.3000) loss_cl: -0.2776 (-0.2787) time: 0.7478 data: 0.0002 max mem: 29860 [17:26:52.552774] Epoch: [121] [1600/2904] eta: 0:16:29 lr: 0.002332 loss: 0.1902 (0.2006) loss_rec_all: 0.2164 (0.2264) loss_rec_sfr: 0.2699 (0.3000) loss_cl: -0.2783 (-0.2787) time: 0.7478 data: 0.0002 max mem: 29860 [17:27:07.503095] Epoch: [121] [1620/2904] eta: 0:16:13 lr: 0.002332 loss: 0.1905 (0.2007) loss_rec_all: 0.2163 (0.2265) loss_rec_sfr: 0.2817 (0.3002) loss_cl: -0.2789 (-0.2787) time: 0.7475 data: 0.0002 max mem: 29860 [17:27:22.455248] Epoch: [121] [1640/2904] eta: 0:15:58 lr: 0.002332 loss: 0.1953 (0.2009) loss_rec_all: 0.2212 (0.2267) loss_rec_sfr: 0.2880 (0.3008) loss_cl: -0.2793 (-0.2787) time: 0.7476 data: 0.0002 max mem: 29860 [17:27:37.389798] Epoch: [121] [1660/2904] eta: 0:15:43 lr: 0.002332 loss: 0.1875 (0.2009) loss_rec_all: 0.2132 (0.2266) loss_rec_sfr: 0.2790 (0.3007) loss_cl: -0.2783 (-0.2787) time: 0.7467 data: 0.0002 max mem: 29860 [17:27:52.332668] Epoch: [121] [1680/2904] eta: 0:15:27 lr: 0.002332 loss: 0.1926 (0.2008) loss_rec_all: 0.2183 (0.2266) loss_rec_sfr: 0.2937 (0.3006) loss_cl: -0.2778 (-0.2787) time: 0.7471 data: 0.0002 max mem: 29860 [17:28:07.270614] Epoch: [121] [1700/2904] eta: 0:15:12 lr: 0.002332 loss: 0.1951 (0.2008) loss_rec_all: 0.2207 (0.2266) loss_rec_sfr: 0.2918 (0.3006) loss_cl: -0.2784 (-0.2787) time: 0.7469 data: 0.0002 max mem: 29860 [17:28:22.199129] Epoch: [121] [1720/2904] eta: 0:14:57 lr: 0.002332 loss: 0.1899 (0.2008) loss_rec_all: 0.2159 (0.2266) loss_rec_sfr: 0.2552 (0.3004) loss_cl: -0.2790 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [17:28:37.129445] Epoch: [121] [1740/2904] eta: 0:14:41 lr: 0.002332 loss: 0.1854 (0.2007) loss_rec_all: 0.2114 (0.2265) loss_rec_sfr: 0.2735 (0.3003) loss_cl: -0.2793 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [17:28:52.062775] Epoch: [121] [1760/2904] eta: 0:14:26 lr: 0.002332 loss: 0.1900 (0.2007) loss_rec_all: 0.2159 (0.2265) loss_rec_sfr: 0.2856 (0.3005) loss_cl: -0.2797 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [17:29:06.994825] Epoch: [121] [1780/2904] eta: 0:14:11 lr: 0.002332 loss: 0.1913 (0.2008) loss_rec_all: 0.2173 (0.2265) loss_rec_sfr: 0.2732 (0.3004) loss_cl: -0.2793 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [17:29:21.937272] Epoch: [121] [1800/2904] eta: 0:13:55 lr: 0.002332 loss: 0.1901 (0.2009) loss_rec_all: 0.2164 (0.2266) loss_rec_sfr: 0.2442 (0.3006) loss_cl: -0.2776 (-0.2787) time: 0.7471 data: 0.0002 max mem: 29860 [17:29:36.873014] Epoch: [121] [1820/2904] eta: 0:13:40 lr: 0.002332 loss: 0.1899 (0.2007) loss_rec_all: 0.2157 (0.2265) loss_rec_sfr: 0.2692 (0.3002) loss_cl: -0.2784 (-0.2787) time: 0.7467 data: 0.0002 max mem: 29860 [17:29:51.794470] Epoch: [121] [1840/2904] eta: 0:13:25 lr: 0.002332 loss: 0.1901 (0.2007) loss_rec_all: 0.2160 (0.2265) loss_rec_sfr: 0.2838 (0.3002) loss_cl: -0.2790 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [17:30:06.712112] Epoch: [121] [1860/2904] eta: 0:13:10 lr: 0.002332 loss: 0.1931 (0.2008) loss_rec_all: 0.2188 (0.2265) loss_rec_sfr: 0.2793 (0.3003) loss_cl: -0.2789 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [17:30:21.637354] Epoch: [121] [1880/2904] eta: 0:12:54 lr: 0.002332 loss: 0.1928 (0.2009) loss_rec_all: 0.2188 (0.2266) loss_rec_sfr: 0.2839 (0.3005) loss_cl: -0.2789 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [17:30:36.564039] Epoch: [121] [1900/2904] eta: 0:12:39 lr: 0.002332 loss: 0.1905 (0.2009) loss_rec_all: 0.2160 (0.2267) loss_rec_sfr: 0.2896 (0.3008) loss_cl: -0.2793 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [17:30:51.492925] Epoch: [121] [1920/2904] eta: 0:12:24 lr: 0.002332 loss: 0.1876 (0.2008) loss_rec_all: 0.2136 (0.2266) loss_rec_sfr: 0.2596 (0.3005) loss_cl: -0.2785 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [17:31:06.422617] Epoch: [121] [1940/2904] eta: 0:12:09 lr: 0.002332 loss: 0.1966 (0.2009) loss_rec_all: 0.2224 (0.2267) loss_rec_sfr: 0.2719 (0.3006) loss_cl: -0.2780 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [17:31:21.345015] Epoch: [121] [1960/2904] eta: 0:11:53 lr: 0.002332 loss: 0.1896 (0.2009) loss_rec_all: 0.2159 (0.2267) loss_rec_sfr: 0.2748 (0.3006) loss_cl: -0.2791 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [17:31:36.286286] Epoch: [121] [1980/2904] eta: 0:11:38 lr: 0.002332 loss: 0.1915 (0.2008) loss_rec_all: 0.2177 (0.2266) loss_rec_sfr: 0.2763 (0.3004) loss_cl: -0.2793 (-0.2787) time: 0.7470 data: 0.0002 max mem: 29860 [17:31:51.215656] Epoch: [121] [2000/2904] eta: 0:11:23 lr: 0.002332 loss: 0.1890 (0.2008) loss_rec_all: 0.2146 (0.2266) loss_rec_sfr: 0.2962 (0.3004) loss_cl: -0.2789 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [17:32:06.133932] Epoch: [121] [2020/2904] eta: 0:11:08 lr: 0.002332 loss: 0.1906 (0.2009) loss_rec_all: 0.2169 (0.2266) loss_rec_sfr: 0.2919 (0.3006) loss_cl: -0.2789 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [17:32:21.050240] Epoch: [121] [2040/2904] eta: 0:10:53 lr: 0.002332 loss: 0.1909 (0.2009) loss_rec_all: 0.2168 (0.2266) loss_rec_sfr: 0.2850 (0.3007) loss_cl: -0.2788 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [17:32:35.960458] Epoch: [121] [2060/2904] eta: 0:10:37 lr: 0.002332 loss: 0.1889 (0.2008) loss_rec_all: 0.2152 (0.2266) loss_rec_sfr: 0.2706 (0.3005) loss_cl: -0.2787 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [17:32:50.877484] Epoch: [121] [2080/2904] eta: 0:10:22 lr: 0.002332 loss: 0.1904 (0.2008) loss_rec_all: 0.2165 (0.2266) loss_rec_sfr: 0.2766 (0.3004) loss_cl: -0.2793 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [17:33:05.791427] Epoch: [121] [2100/2904] eta: 0:10:07 lr: 0.002332 loss: 0.1906 (0.2008) loss_rec_all: 0.2169 (0.2266) loss_rec_sfr: 0.2871 (0.3005) loss_cl: -0.2783 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [17:33:20.705123] Epoch: [121] [2120/2904] eta: 0:09:52 lr: 0.002332 loss: 0.1909 (0.2008) loss_rec_all: 0.2171 (0.2266) loss_rec_sfr: 0.2716 (0.3005) loss_cl: -0.2791 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [17:33:35.620634] Epoch: [121] [2140/2904] eta: 0:09:37 lr: 0.002332 loss: 0.1890 (0.2009) loss_rec_all: 0.2154 (0.2267) loss_rec_sfr: 0.2823 (0.3007) loss_cl: -0.2783 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [17:33:50.536186] Epoch: [121] [2160/2904] eta: 0:09:21 lr: 0.002332 loss: 0.1856 (0.2008) loss_rec_all: 0.2117 (0.2266) loss_rec_sfr: 0.2748 (0.3004) loss_cl: -0.2784 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [17:34:05.458244] Epoch: [121] [2180/2904] eta: 0:09:06 lr: 0.002332 loss: 0.1919 (0.2008) loss_rec_all: 0.2179 (0.2266) loss_rec_sfr: 0.2781 (0.3005) loss_cl: -0.2790 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [17:34:20.371231] Epoch: [121] [2200/2904] eta: 0:08:51 lr: 0.002332 loss: 0.1897 (0.2008) loss_rec_all: 0.2154 (0.2266) loss_rec_sfr: 0.2863 (0.3004) loss_cl: -0.2789 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [17:34:35.286946] Epoch: [121] [2220/2904] eta: 0:08:36 lr: 0.002332 loss: 0.1889 (0.2008) loss_rec_all: 0.2152 (0.2266) loss_rec_sfr: 0.2942 (0.3005) loss_cl: -0.2790 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [17:34:50.208118] Epoch: [121] [2240/2904] eta: 0:08:21 lr: 0.002332 loss: 0.1888 (0.2008) loss_rec_all: 0.2144 (0.2265) loss_rec_sfr: 0.2877 (0.3003) loss_cl: -0.2783 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [17:35:05.136556] Epoch: [121] [2260/2904] eta: 0:08:06 lr: 0.002332 loss: 0.1860 (0.2007) loss_rec_all: 0.2123 (0.2265) loss_rec_sfr: 0.2470 (0.3001) loss_cl: -0.2793 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [17:35:20.061452] Epoch: [121] [2280/2904] eta: 0:07:51 lr: 0.002332 loss: 0.1893 (0.2007) loss_rec_all: 0.2154 (0.2264) loss_rec_sfr: 0.2760 (0.3000) loss_cl: -0.2791 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [17:35:34.983031] Epoch: [121] [2300/2904] eta: 0:07:35 lr: 0.002332 loss: 0.1919 (0.2007) loss_rec_all: 0.2181 (0.2264) loss_rec_sfr: 0.2995 (0.3000) loss_cl: -0.2790 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [17:35:49.899341] Epoch: [121] [2320/2904] eta: 0:07:20 lr: 0.002332 loss: 0.1871 (0.2007) loss_rec_all: 0.2132 (0.2265) loss_rec_sfr: 0.2889 (0.3000) loss_cl: -0.2796 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [17:36:04.815537] Epoch: [121] [2340/2904] eta: 0:07:05 lr: 0.002332 loss: 0.1892 (0.2006) loss_rec_all: 0.2149 (0.2264) loss_rec_sfr: 0.2573 (0.2998) loss_cl: -0.2792 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [17:36:19.737162] Epoch: [121] [2360/2904] eta: 0:06:50 lr: 0.002332 loss: 0.1881 (0.2006) loss_rec_all: 0.2143 (0.2263) loss_rec_sfr: 0.2571 (0.2995) loss_cl: -0.2793 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [17:36:34.661010] Epoch: [121] [2380/2904] eta: 0:06:35 lr: 0.002332 loss: 0.1893 (0.2006) loss_rec_all: 0.2153 (0.2263) loss_rec_sfr: 0.2779 (0.2996) loss_cl: -0.2782 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [17:36:49.583192] Epoch: [121] [2400/2904] eta: 0:06:20 lr: 0.002332 loss: 0.1887 (0.2005) loss_rec_all: 0.2146 (0.2263) loss_rec_sfr: 0.2897 (0.2995) loss_cl: -0.2790 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [17:37:04.506944] Epoch: [121] [2420/2904] eta: 0:06:05 lr: 0.002332 loss: 0.1918 (0.2005) loss_rec_all: 0.2176 (0.2263) loss_rec_sfr: 0.2731 (0.2994) loss_cl: -0.2790 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [17:37:19.426258] Epoch: [121] [2440/2904] eta: 0:05:49 lr: 0.002332 loss: 0.1902 (0.2005) loss_rec_all: 0.2162 (0.2263) loss_rec_sfr: 0.2758 (0.2994) loss_cl: -0.2794 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [17:37:34.361084] Epoch: [121] [2460/2904] eta: 0:05:34 lr: 0.002332 loss: 0.1905 (0.2005) loss_rec_all: 0.2166 (0.2263) loss_rec_sfr: 0.2664 (0.2994) loss_cl: -0.2796 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [17:37:49.288003] Epoch: [121] [2480/2904] eta: 0:05:19 lr: 0.002332 loss: 0.1897 (0.2004) loss_rec_all: 0.2158 (0.2262) loss_rec_sfr: 0.2657 (0.2993) loss_cl: -0.2794 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [17:38:04.223234] Epoch: [121] [2500/2904] eta: 0:05:04 lr: 0.002332 loss: 0.1904 (0.2005) loss_rec_all: 0.2162 (0.2263) loss_rec_sfr: 0.2921 (0.2994) loss_cl: -0.2779 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [17:38:19.146707] Epoch: [121] [2520/2904] eta: 0:04:49 lr: 0.002332 loss: 0.1896 (0.2004) loss_rec_all: 0.2157 (0.2262) loss_rec_sfr: 0.2760 (0.2992) loss_cl: -0.2787 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [17:38:34.063182] Epoch: [121] [2540/2904] eta: 0:04:34 lr: 0.002332 loss: 0.1912 (0.2005) loss_rec_all: 0.2175 (0.2263) loss_rec_sfr: 0.2789 (0.2993) loss_cl: -0.2790 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [17:38:48.980834] Epoch: [121] [2560/2904] eta: 0:04:19 lr: 0.002332 loss: 0.1918 (0.2005) loss_rec_all: 0.2175 (0.2263) loss_rec_sfr: 0.2891 (0.2994) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [17:39:03.900181] Epoch: [121] [2580/2904] eta: 0:04:04 lr: 0.002332 loss: 0.1864 (0.2005) loss_rec_all: 0.2126 (0.2263) loss_rec_sfr: 0.2899 (0.2995) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [17:39:18.820156] Epoch: [121] [2600/2904] eta: 0:03:49 lr: 0.002332 loss: 0.1877 (0.2005) loss_rec_all: 0.2135 (0.2262) loss_rec_sfr: 0.2822 (0.2993) loss_cl: -0.2792 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [17:39:33.737082] Epoch: [121] [2620/2904] eta: 0:03:34 lr: 0.002332 loss: 0.1892 (0.2004) loss_rec_all: 0.2155 (0.2262) loss_rec_sfr: 0.2626 (0.2991) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [17:39:48.651911] Epoch: [121] [2640/2904] eta: 0:03:18 lr: 0.002332 loss: 0.1911 (0.2004) loss_rec_all: 0.2170 (0.2262) loss_rec_sfr: 0.2709 (0.2990) loss_cl: -0.2784 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [17:40:03.569935] Epoch: [121] [2660/2904] eta: 0:03:03 lr: 0.002332 loss: 0.1915 (0.2004) loss_rec_all: 0.2177 (0.2262) loss_rec_sfr: 0.2787 (0.2990) loss_cl: -0.2784 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [17:40:18.483254] Epoch: [121] [2680/2904] eta: 0:02:48 lr: 0.002332 loss: 0.1900 (0.2004) loss_rec_all: 0.2160 (0.2261) loss_rec_sfr: 0.2715 (0.2989) loss_cl: -0.2793 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [17:40:33.396898] Epoch: [121] [2700/2904] eta: 0:02:33 lr: 0.002332 loss: 0.1902 (0.2003) loss_rec_all: 0.2158 (0.2261) loss_rec_sfr: 0.2610 (0.2988) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [17:40:48.320278] Epoch: [121] [2720/2904] eta: 0:02:18 lr: 0.002332 loss: 0.1850 (0.2003) loss_rec_all: 0.2110 (0.2261) loss_rec_sfr: 0.2819 (0.2987) loss_cl: -0.2793 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [17:41:03.242701] Epoch: [121] [2740/2904] eta: 0:02:03 lr: 0.002332 loss: 0.1865 (0.2002) loss_rec_all: 0.2124 (0.2260) loss_rec_sfr: 0.2407 (0.2985) loss_cl: -0.2795 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [17:41:18.158877] Epoch: [121] [2760/2904] eta: 0:01:48 lr: 0.002332 loss: 0.1916 (0.2002) loss_rec_all: 0.2176 (0.2260) loss_rec_sfr: 0.2679 (0.2984) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [17:41:33.077462] Epoch: [121] [2780/2904] eta: 0:01:33 lr: 0.002332 loss: 0.1883 (0.2002) loss_rec_all: 0.2141 (0.2260) loss_rec_sfr: 0.2599 (0.2983) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [17:41:47.992851] Epoch: [121] [2800/2904] eta: 0:01:18 lr: 0.002332 loss: 0.1865 (0.2001) loss_rec_all: 0.2129 (0.2259) loss_rec_sfr: 0.2715 (0.2982) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [17:42:02.907235] Epoch: [121] [2820/2904] eta: 0:01:03 lr: 0.002332 loss: 0.1905 (0.2002) loss_rec_all: 0.2166 (0.2260) loss_rec_sfr: 0.2829 (0.2983) loss_cl: -0.2783 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [17:42:17.863261] Epoch: [121] [2840/2904] eta: 0:00:48 lr: 0.002332 loss: 0.1884 (0.2002) loss_rec_all: 0.2141 (0.2260) loss_rec_sfr: 0.2698 (0.2982) loss_cl: -0.2788 (-0.2788) time: 0.7478 data: 0.0023 max mem: 29860 [17:42:32.776093] Epoch: [121] [2860/2904] eta: 0:00:33 lr: 0.002332 loss: 0.1905 (0.2002) loss_rec_all: 0.2167 (0.2260) loss_rec_sfr: 0.2667 (0.2982) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0001 max mem: 29860 [17:42:47.682196] Epoch: [121] [2880/2904] eta: 0:00:18 lr: 0.002332 loss: 0.1843 (0.2002) loss_rec_all: 0.2102 (0.2260) loss_rec_sfr: 0.2790 (0.2983) loss_cl: -0.2785 (-0.2788) time: 0.7453 data: 0.0001 max mem: 29860 [17:43:02.587060] Epoch: [121] [2900/2904] eta: 0:00:03 lr: 0.002332 loss: 0.1864 (0.2001) loss_rec_all: 0.2122 (0.2259) loss_rec_sfr: 0.2321 (0.2981) loss_cl: -0.2792 (-0.2788) time: 0.7452 data: 0.0001 max mem: 29860 [17:43:04.829299] Epoch: [121] [2903/2904] eta: 0:00:00 lr: 0.002332 loss: 0.1846 (0.2001) loss_rec_all: 0.2110 (0.2259) loss_rec_sfr: 0.2321 (0.2981) loss_cl: -0.2792 (-0.2788) time: 0.7452 data: 0.0001 max mem: 29860 [17:43:06.916539] Epoch: [121] Total time: 0:36:28 (0.7537 s / it) [17:43:06.917377] Averaged stats: lr: 0.002332 loss: 0.1846 (0.2021) loss_rec_all: 0.2110 (0.2256) loss_rec_sfr: 0.2321 (0.2972) loss_cl: -0.2792 (-0.2555) [17:43:06.922105] log_dir: ./checkpoint/VF2_ViT-B [17:43:26.258639] Epoch: [122] [ 0/2904] eta: 15:35:51 lr: 0.002332 loss: 0.1886 (0.1886) loss_rec_all: 0.2146 (0.2146) loss_rec_sfr: 0.2818 (0.2818) loss_cl: -0.2799 (-0.2799) time: 19.3358 data: 15.7200 max mem: 29860 [17:43:41.492005] Epoch: [122] [ 20/2904] eta: 1:19:07 lr: 0.002332 loss: 0.1870 (0.1994) loss_rec_all: 0.2135 (0.2253) loss_rec_sfr: 0.2811 (0.2976) loss_cl: -0.2792 (-0.2792) time: 0.7616 data: 0.0002 max mem: 29860 [17:43:56.362588] Epoch: [122] [ 40/2904] eta: 0:57:33 lr: 0.002332 loss: 0.1911 (0.2006) loss_rec_all: 0.2174 (0.2265) loss_rec_sfr: 0.2711 (0.2967) loss_cl: -0.2797 (-0.2795) time: 0.7435 data: 0.0002 max mem: 29860 [17:44:11.244082] Epoch: [122] [ 60/2904] eta: 0:49:58 lr: 0.002332 loss: 0.1864 (0.1987) loss_rec_all: 0.2123 (0.2245) loss_rec_sfr: 0.2742 (0.2947) loss_cl: -0.2786 (-0.2792) time: 0.7440 data: 0.0002 max mem: 29860 [17:44:26.156652] Epoch: [122] [ 80/2904] eta: 0:46:02 lr: 0.002332 loss: 0.1851 (0.1981) loss_rec_all: 0.2111 (0.2240) loss_rec_sfr: 0.2616 (0.2942) loss_cl: -0.2781 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [17:44:41.085103] Epoch: [122] [ 100/2904] eta: 0:43:34 lr: 0.002332 loss: 0.1904 (0.1991) loss_rec_all: 0.2160 (0.2249) loss_rec_sfr: 0.2940 (0.2990) loss_cl: -0.2785 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [17:44:56.037742] Epoch: [122] [ 120/2904] eta: 0:41:50 lr: 0.002332 loss: 0.1863 (0.1989) loss_rec_all: 0.2122 (0.2247) loss_rec_sfr: 0.2780 (0.2974) loss_cl: -0.2791 (-0.2789) time: 0.7476 data: 0.0002 max mem: 29860 [17:45:10.960966] Epoch: [122] [ 140/2904] eta: 0:40:31 lr: 0.002332 loss: 0.1902 (0.1987) loss_rec_all: 0.2161 (0.2245) loss_rec_sfr: 0.2734 (0.2958) loss_cl: -0.2788 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [17:45:25.913900] Epoch: [122] [ 160/2904] eta: 0:39:28 lr: 0.002332 loss: 0.1923 (0.1997) loss_rec_all: 0.2182 (0.2255) loss_rec_sfr: 0.2735 (0.2974) loss_cl: -0.2783 (-0.2787) time: 0.7476 data: 0.0002 max mem: 29860 [17:45:40.840390] Epoch: [122] [ 180/2904] eta: 0:38:36 lr: 0.002332 loss: 0.1900 (0.1996) loss_rec_all: 0.2158 (0.2254) loss_rec_sfr: 0.2744 (0.2971) loss_cl: -0.2795 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [17:45:55.761162] Epoch: [122] [ 200/2904] eta: 0:37:51 lr: 0.002332 loss: 0.1881 (0.1999) loss_rec_all: 0.2140 (0.2257) loss_rec_sfr: 0.2806 (0.2984) loss_cl: -0.2797 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [17:46:10.685814] Epoch: [122] [ 220/2904] eta: 0:37:11 lr: 0.002332 loss: 0.1913 (0.2001) loss_rec_all: 0.2176 (0.2259) loss_rec_sfr: 0.2738 (0.2986) loss_cl: -0.2784 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [17:46:25.625980] Epoch: [122] [ 240/2904] eta: 0:36:36 lr: 0.002332 loss: 0.1922 (0.2005) loss_rec_all: 0.2183 (0.2263) loss_rec_sfr: 0.2763 (0.3001) loss_cl: -0.2787 (-0.2788) time: 0.7470 data: 0.0002 max mem: 29860 [17:46:40.555618] Epoch: [122] [ 260/2904] eta: 0:36:04 lr: 0.002332 loss: 0.1883 (0.2008) loss_rec_all: 0.2140 (0.2266) loss_rec_sfr: 0.2759 (0.3011) loss_cl: -0.2780 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [17:46:55.499378] Epoch: [122] [ 280/2904] eta: 0:35:34 lr: 0.002332 loss: 0.1864 (0.2006) loss_rec_all: 0.2127 (0.2263) loss_rec_sfr: 0.2735 (0.3004) loss_cl: -0.2784 (-0.2787) time: 0.7471 data: 0.0002 max mem: 29860 [17:47:10.437747] Epoch: [122] [ 300/2904] eta: 0:35:06 lr: 0.002332 loss: 0.1940 (0.2007) loss_rec_all: 0.2200 (0.2265) loss_rec_sfr: 0.2739 (0.3002) loss_cl: -0.2792 (-0.2788) time: 0.7469 data: 0.0002 max mem: 29860 [17:47:25.385093] Epoch: [122] [ 320/2904] eta: 0:34:40 lr: 0.002332 loss: 0.1900 (0.2008) loss_rec_all: 0.2162 (0.2266) loss_rec_sfr: 0.2733 (0.3007) loss_cl: -0.2792 (-0.2788) time: 0.7473 data: 0.0002 max mem: 29860 [17:47:40.321203] Epoch: [122] [ 340/2904] eta: 0:34:15 lr: 0.002332 loss: 0.1883 (0.2006) loss_rec_all: 0.2146 (0.2264) loss_rec_sfr: 0.2603 (0.2997) loss_cl: -0.2799 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [17:47:55.252846] Epoch: [122] [ 360/2904] eta: 0:33:51 lr: 0.002332 loss: 0.1911 (0.2006) loss_rec_all: 0.2169 (0.2264) loss_rec_sfr: 0.2841 (0.3000) loss_cl: -0.2792 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [17:48:10.192270] Epoch: [122] [ 380/2904] eta: 0:33:28 lr: 0.002332 loss: 0.1953 (0.2008) loss_rec_all: 0.2213 (0.2266) loss_rec_sfr: 0.2913 (0.3012) loss_cl: -0.2779 (-0.2788) time: 0.7469 data: 0.0002 max mem: 29860 [17:48:25.137641] Epoch: [122] [ 400/2904] eta: 0:33:06 lr: 0.002331 loss: 0.1891 (0.2004) loss_rec_all: 0.2149 (0.2261) loss_rec_sfr: 0.2674 (0.2999) loss_cl: -0.2781 (-0.2788) time: 0.7472 data: 0.0002 max mem: 29860 [17:48:40.078027] Epoch: [122] [ 420/2904] eta: 0:32:45 lr: 0.002331 loss: 0.1962 (0.2007) loss_rec_all: 0.2227 (0.2265) loss_rec_sfr: 0.2896 (0.3009) loss_cl: -0.2790 (-0.2788) time: 0.7470 data: 0.0002 max mem: 29860 [17:48:55.006377] Epoch: [122] [ 440/2904] eta: 0:32:24 lr: 0.002331 loss: 0.1860 (0.2003) loss_rec_all: 0.2125 (0.2261) loss_rec_sfr: 0.2375 (0.2992) loss_cl: -0.2793 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [17:49:09.946502] Epoch: [122] [ 460/2904] eta: 0:32:04 lr: 0.002331 loss: 0.1876 (0.2003) loss_rec_all: 0.2133 (0.2260) loss_rec_sfr: 0.2656 (0.2994) loss_cl: -0.2787 (-0.2788) time: 0.7470 data: 0.0002 max mem: 29860 [17:49:24.877700] Epoch: [122] [ 480/2904] eta: 0:31:44 lr: 0.002331 loss: 0.1868 (0.2000) loss_rec_all: 0.2125 (0.2258) loss_rec_sfr: 0.2865 (0.2991) loss_cl: -0.2779 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [17:49:39.801092] Epoch: [122] [ 500/2904] eta: 0:31:25 lr: 0.002331 loss: 0.1962 (0.2006) loss_rec_all: 0.2223 (0.2264) loss_rec_sfr: 0.2845 (0.3008) loss_cl: -0.2784 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [17:49:54.726999] Epoch: [122] [ 520/2904] eta: 0:31:05 lr: 0.002331 loss: 0.1882 (0.2002) loss_rec_all: 0.2140 (0.2260) loss_rec_sfr: 0.2738 (0.3001) loss_cl: -0.2788 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [17:50:09.649515] Epoch: [122] [ 540/2904] eta: 0:30:47 lr: 0.002331 loss: 0.1910 (0.2005) loss_rec_all: 0.2174 (0.2263) loss_rec_sfr: 0.2881 (0.3009) loss_cl: -0.2787 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [17:50:24.575843] Epoch: [122] [ 560/2904] eta: 0:30:28 lr: 0.002331 loss: 0.1879 (0.2005) loss_rec_all: 0.2138 (0.2262) loss_rec_sfr: 0.2743 (0.3007) loss_cl: -0.2795 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [17:50:39.501554] Epoch: [122] [ 580/2904] eta: 0:30:10 lr: 0.002331 loss: 0.1885 (0.2005) loss_rec_all: 0.2146 (0.2263) loss_rec_sfr: 0.2876 (0.3012) loss_cl: -0.2783 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [17:50:54.420291] Epoch: [122] [ 600/2904] eta: 0:29:52 lr: 0.002331 loss: 0.1884 (0.2006) loss_rec_all: 0.2146 (0.2264) loss_rec_sfr: 0.2888 (0.3016) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [17:51:09.341681] Epoch: [122] [ 620/2904] eta: 0:29:34 lr: 0.002331 loss: 0.1949 (0.2009) loss_rec_all: 0.2210 (0.2266) loss_rec_sfr: 0.2921 (0.3027) loss_cl: -0.2801 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [17:51:24.272521] Epoch: [122] [ 640/2904] eta: 0:29:16 lr: 0.002331 loss: 0.1872 (0.2009) loss_rec_all: 0.2136 (0.2266) loss_rec_sfr: 0.2747 (0.3028) loss_cl: -0.2790 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [17:51:39.203258] Epoch: [122] [ 660/2904] eta: 0:28:59 lr: 0.002331 loss: 0.1892 (0.2009) loss_rec_all: 0.2148 (0.2267) loss_rec_sfr: 0.2903 (0.3030) loss_cl: -0.2786 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [17:51:54.131083] Epoch: [122] [ 680/2904] eta: 0:28:41 lr: 0.002331 loss: 0.1911 (0.2009) loss_rec_all: 0.2172 (0.2267) loss_rec_sfr: 0.2709 (0.3026) loss_cl: -0.2777 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [17:52:09.049016] Epoch: [122] [ 700/2904] eta: 0:28:24 lr: 0.002331 loss: 0.1886 (0.2007) loss_rec_all: 0.2149 (0.2264) loss_rec_sfr: 0.2714 (0.3016) loss_cl: -0.2778 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [17:52:23.979852] Epoch: [122] [ 720/2904] eta: 0:28:07 lr: 0.002331 loss: 0.1888 (0.2006) loss_rec_all: 0.2147 (0.2263) loss_rec_sfr: 0.2712 (0.3012) loss_cl: -0.2790 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [17:52:38.914289] Epoch: [122] [ 740/2904] eta: 0:27:50 lr: 0.002331 loss: 0.1888 (0.2004) loss_rec_all: 0.2151 (0.2262) loss_rec_sfr: 0.2885 (0.3011) loss_cl: -0.2803 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [17:52:53.851628] Epoch: [122] [ 760/2904] eta: 0:27:33 lr: 0.002331 loss: 0.1906 (0.2003) loss_rec_all: 0.2169 (0.2261) loss_rec_sfr: 0.2747 (0.3009) loss_cl: -0.2796 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [17:53:08.787416] Epoch: [122] [ 780/2904] eta: 0:27:16 lr: 0.002331 loss: 0.1909 (0.2003) loss_rec_all: 0.2167 (0.2261) loss_rec_sfr: 0.2706 (0.3006) loss_cl: -0.2782 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [17:53:23.717360] Epoch: [122] [ 800/2904] eta: 0:27:00 lr: 0.002331 loss: 0.1901 (0.2002) loss_rec_all: 0.2160 (0.2260) loss_rec_sfr: 0.2695 (0.3001) loss_cl: -0.2782 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [17:53:38.645327] Epoch: [122] [ 820/2904] eta: 0:26:43 lr: 0.002331 loss: 0.1921 (0.2002) loss_rec_all: 0.2178 (0.2260) loss_rec_sfr: 0.2825 (0.3002) loss_cl: -0.2785 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [17:53:53.573603] Epoch: [122] [ 840/2904] eta: 0:26:26 lr: 0.002331 loss: 0.1916 (0.2002) loss_rec_all: 0.2177 (0.2260) loss_rec_sfr: 0.2679 (0.2999) loss_cl: -0.2790 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [17:54:08.502645] Epoch: [122] [ 860/2904] eta: 0:26:10 lr: 0.002331 loss: 0.1906 (0.2002) loss_rec_all: 0.2167 (0.2260) loss_rec_sfr: 0.2731 (0.2997) loss_cl: -0.2797 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [17:54:23.436520] Epoch: [122] [ 880/2904] eta: 0:25:54 lr: 0.002331 loss: 0.1892 (0.2003) loss_rec_all: 0.2151 (0.2261) loss_rec_sfr: 0.2751 (0.3000) loss_cl: -0.2790 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [17:54:38.373865] Epoch: [122] [ 900/2904] eta: 0:25:37 lr: 0.002331 loss: 0.1903 (0.2002) loss_rec_all: 0.2162 (0.2260) loss_rec_sfr: 0.2790 (0.2998) loss_cl: -0.2781 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [17:54:53.307037] Epoch: [122] [ 920/2904] eta: 0:25:21 lr: 0.002331 loss: 0.1901 (0.2002) loss_rec_all: 0.2159 (0.2259) loss_rec_sfr: 0.2772 (0.2996) loss_cl: -0.2787 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [17:55:08.242426] Epoch: [122] [ 940/2904] eta: 0:25:05 lr: 0.002331 loss: 0.1911 (0.2000) loss_rec_all: 0.2171 (0.2258) loss_rec_sfr: 0.2542 (0.2989) loss_cl: -0.2789 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [17:55:23.181176] Epoch: [122] [ 960/2904] eta: 0:24:49 lr: 0.002331 loss: 0.1907 (0.2000) loss_rec_all: 0.2169 (0.2258) loss_rec_sfr: 0.2760 (0.2990) loss_cl: -0.2796 (-0.2788) time: 0.7469 data: 0.0002 max mem: 29860 [17:55:38.110672] Epoch: [122] [ 980/2904] eta: 0:24:33 lr: 0.002331 loss: 0.1888 (0.2000) loss_rec_all: 0.2146 (0.2258) loss_rec_sfr: 0.2717 (0.2987) loss_cl: -0.2785 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [17:55:53.049380] Epoch: [122] [1000/2904] eta: 0:24:17 lr: 0.002331 loss: 0.1872 (0.1999) loss_rec_all: 0.2137 (0.2257) loss_rec_sfr: 0.2639 (0.2984) loss_cl: -0.2782 (-0.2788) time: 0.7469 data: 0.0002 max mem: 29860 [17:56:07.975597] Epoch: [122] [1020/2904] eta: 0:24:01 lr: 0.002331 loss: 0.1879 (0.1998) loss_rec_all: 0.2138 (0.2256) loss_rec_sfr: 0.2742 (0.2981) loss_cl: -0.2781 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [17:56:22.904344] Epoch: [122] [1040/2904] eta: 0:23:45 lr: 0.002331 loss: 0.1899 (0.1997) loss_rec_all: 0.2160 (0.2255) loss_rec_sfr: 0.2432 (0.2976) loss_cl: -0.2795 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [17:56:37.822101] Epoch: [122] [1060/2904] eta: 0:23:29 lr: 0.002331 loss: 0.1917 (0.2000) loss_rec_all: 0.2178 (0.2258) loss_rec_sfr: 0.2951 (0.2986) loss_cl: -0.2798 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [17:56:52.745932] Epoch: [122] [1080/2904] eta: 0:23:13 lr: 0.002331 loss: 0.1871 (0.1999) loss_rec_all: 0.2135 (0.2257) loss_rec_sfr: 0.2767 (0.2984) loss_cl: -0.2790 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [17:57:07.673600] Epoch: [122] [1100/2904] eta: 0:22:57 lr: 0.002331 loss: 0.1883 (0.1999) loss_rec_all: 0.2147 (0.2257) loss_rec_sfr: 0.2789 (0.2985) loss_cl: -0.2782 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [17:57:22.616280] Epoch: [122] [1120/2904] eta: 0:22:41 lr: 0.002331 loss: 0.1891 (0.1999) loss_rec_all: 0.2148 (0.2257) loss_rec_sfr: 0.2741 (0.2983) loss_cl: -0.2785 (-0.2788) time: 0.7471 data: 0.0002 max mem: 29860 [17:57:37.542076] Epoch: [122] [1140/2904] eta: 0:22:25 lr: 0.002331 loss: 0.1932 (0.1999) loss_rec_all: 0.2193 (0.2257) loss_rec_sfr: 0.2732 (0.2984) loss_cl: -0.2792 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [17:57:52.468354] Epoch: [122] [1160/2904] eta: 0:22:10 lr: 0.002331 loss: 0.1871 (0.1998) loss_rec_all: 0.2131 (0.2256) loss_rec_sfr: 0.2315 (0.2979) loss_cl: -0.2791 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [17:58:07.399677] Epoch: [122] [1180/2904] eta: 0:21:54 lr: 0.002331 loss: 0.1900 (0.1998) loss_rec_all: 0.2160 (0.2256) loss_rec_sfr: 0.2763 (0.2976) loss_cl: -0.2779 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [17:58:22.329519] Epoch: [122] [1200/2904] eta: 0:21:38 lr: 0.002331 loss: 0.1888 (0.1996) loss_rec_all: 0.2152 (0.2254) loss_rec_sfr: 0.2710 (0.2972) loss_cl: -0.2798 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [17:58:37.250415] Epoch: [122] [1220/2904] eta: 0:21:23 lr: 0.002331 loss: 0.1880 (0.1997) loss_rec_all: 0.2142 (0.2255) loss_rec_sfr: 0.2664 (0.2972) loss_cl: -0.2798 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [17:58:52.172759] Epoch: [122] [1240/2904] eta: 0:21:07 lr: 0.002331 loss: 0.1892 (0.1996) loss_rec_all: 0.2152 (0.2254) loss_rec_sfr: 0.2842 (0.2971) loss_cl: -0.2797 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [17:59:07.095397] Epoch: [122] [1260/2904] eta: 0:20:51 lr: 0.002331 loss: 0.1927 (0.1997) loss_rec_all: 0.2191 (0.2255) loss_rec_sfr: 0.2705 (0.2970) loss_cl: -0.2790 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [17:59:22.043590] Epoch: [122] [1280/2904] eta: 0:20:36 lr: 0.002331 loss: 0.1908 (0.1997) loss_rec_all: 0.2167 (0.2255) loss_rec_sfr: 0.2839 (0.2970) loss_cl: -0.2787 (-0.2788) time: 0.7474 data: 0.0002 max mem: 29860 [17:59:36.969079] Epoch: [122] [1300/2904] eta: 0:20:20 lr: 0.002331 loss: 0.1912 (0.1997) loss_rec_all: 0.2171 (0.2255) loss_rec_sfr: 0.2728 (0.2968) loss_cl: -0.2796 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [17:59:51.897372] Epoch: [122] [1320/2904] eta: 0:20:04 lr: 0.002331 loss: 0.1903 (0.1996) loss_rec_all: 0.2164 (0.2254) loss_rec_sfr: 0.2805 (0.2968) loss_cl: -0.2795 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [18:00:06.812878] Epoch: [122] [1340/2904] eta: 0:19:49 lr: 0.002331 loss: 0.1877 (0.1996) loss_rec_all: 0.2136 (0.2254) loss_rec_sfr: 0.2723 (0.2968) loss_cl: -0.2800 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [18:00:21.746918] Epoch: [122] [1360/2904] eta: 0:19:33 lr: 0.002331 loss: 0.1894 (0.1995) loss_rec_all: 0.2151 (0.2253) loss_rec_sfr: 0.2725 (0.2963) loss_cl: -0.2786 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [18:00:36.680147] Epoch: [122] [1380/2904] eta: 0:19:18 lr: 0.002331 loss: 0.1978 (0.1996) loss_rec_all: 0.2237 (0.2254) loss_rec_sfr: 0.2998 (0.2969) loss_cl: -0.2789 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [18:00:51.608712] Epoch: [122] [1400/2904] eta: 0:19:02 lr: 0.002331 loss: 0.1942 (0.1997) loss_rec_all: 0.2203 (0.2255) loss_rec_sfr: 0.2759 (0.2969) loss_cl: -0.2798 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [18:01:06.530822] Epoch: [122] [1420/2904] eta: 0:18:47 lr: 0.002331 loss: 0.1911 (0.1997) loss_rec_all: 0.2169 (0.2255) loss_rec_sfr: 0.2774 (0.2969) loss_cl: -0.2788 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [18:01:21.455443] Epoch: [122] [1440/2904] eta: 0:18:31 lr: 0.002331 loss: 0.1880 (0.1996) loss_rec_all: 0.2138 (0.2254) loss_rec_sfr: 0.2872 (0.2969) loss_cl: -0.2783 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [18:01:36.383587] Epoch: [122] [1460/2904] eta: 0:18:16 lr: 0.002331 loss: 0.1896 (0.1996) loss_rec_all: 0.2157 (0.2254) loss_rec_sfr: 0.2845 (0.2969) loss_cl: -0.2788 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [18:01:51.309854] Epoch: [122] [1480/2904] eta: 0:18:01 lr: 0.002331 loss: 0.1911 (0.1996) loss_rec_all: 0.2169 (0.2254) loss_rec_sfr: 0.2839 (0.2971) loss_cl: -0.2790 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [18:02:06.230478] Epoch: [122] [1500/2904] eta: 0:17:45 lr: 0.002331 loss: 0.1880 (0.1995) loss_rec_all: 0.2137 (0.2253) loss_rec_sfr: 0.2832 (0.2969) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [18:02:21.166178] Epoch: [122] [1520/2904] eta: 0:17:30 lr: 0.002331 loss: 0.1883 (0.1995) loss_rec_all: 0.2142 (0.2253) loss_rec_sfr: 0.2860 (0.2968) loss_cl: -0.2785 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [18:02:36.089788] Epoch: [122] [1540/2904] eta: 0:17:14 lr: 0.002331 loss: 0.1891 (0.1995) loss_rec_all: 0.2150 (0.2253) loss_rec_sfr: 0.2688 (0.2967) loss_cl: -0.2802 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [18:02:51.013693] Epoch: [122] [1560/2904] eta: 0:16:59 lr: 0.002331 loss: 0.1906 (0.1994) loss_rec_all: 0.2166 (0.2252) loss_rec_sfr: 0.2695 (0.2965) loss_cl: -0.2796 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [18:03:05.936667] Epoch: [122] [1580/2904] eta: 0:16:44 lr: 0.002331 loss: 0.1886 (0.1994) loss_rec_all: 0.2150 (0.2252) loss_rec_sfr: 0.2696 (0.2964) loss_cl: -0.2789 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [18:03:20.853464] Epoch: [122] [1600/2904] eta: 0:16:28 lr: 0.002331 loss: 0.1876 (0.1994) loss_rec_all: 0.2134 (0.2252) loss_rec_sfr: 0.2788 (0.2962) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [18:03:35.767929] Epoch: [122] [1620/2904] eta: 0:16:13 lr: 0.002331 loss: 0.1900 (0.1994) loss_rec_all: 0.2159 (0.2252) loss_rec_sfr: 0.2823 (0.2964) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [18:03:50.678773] Epoch: [122] [1640/2904] eta: 0:15:57 lr: 0.002331 loss: 0.1909 (0.1994) loss_rec_all: 0.2167 (0.2252) loss_rec_sfr: 0.2795 (0.2963) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [18:04:05.598281] Epoch: [122] [1660/2904] eta: 0:15:42 lr: 0.002331 loss: 0.1963 (0.1995) loss_rec_all: 0.2224 (0.2253) loss_rec_sfr: 0.2898 (0.2968) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [18:04:20.650769] Epoch: [122] [1680/2904] eta: 0:15:27 lr: 0.002331 loss: 0.1871 (0.1995) loss_rec_all: 0.2130 (0.2253) loss_rec_sfr: 0.2788 (0.2967) loss_cl: -0.2786 (-0.2788) time: 0.7526 data: 0.0002 max mem: 29860 [18:04:35.570124] Epoch: [122] [1700/2904] eta: 0:15:12 lr: 0.002331 loss: 0.1872 (0.1994) loss_rec_all: 0.2132 (0.2252) loss_rec_sfr: 0.2652 (0.2965) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [18:04:50.490540] Epoch: [122] [1720/2904] eta: 0:14:56 lr: 0.002331 loss: 0.1923 (0.1995) loss_rec_all: 0.2182 (0.2253) loss_rec_sfr: 0.2853 (0.2967) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [18:05:05.412637] Epoch: [122] [1740/2904] eta: 0:14:41 lr: 0.002331 loss: 0.1894 (0.1994) loss_rec_all: 0.2152 (0.2252) loss_rec_sfr: 0.2583 (0.2965) loss_cl: -0.2791 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [18:05:20.332441] Epoch: [122] [1760/2904] eta: 0:14:26 lr: 0.002331 loss: 0.1920 (0.1994) loss_rec_all: 0.2178 (0.2253) loss_rec_sfr: 0.2768 (0.2965) loss_cl: -0.2798 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [18:05:35.250633] Epoch: [122] [1780/2904] eta: 0:14:10 lr: 0.002331 loss: 0.1906 (0.1994) loss_rec_all: 0.2169 (0.2252) loss_rec_sfr: 0.2637 (0.2964) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [18:05:50.174707] Epoch: [122] [1800/2904] eta: 0:13:55 lr: 0.002331 loss: 0.1896 (0.1994) loss_rec_all: 0.2155 (0.2252) loss_rec_sfr: 0.2684 (0.2962) loss_cl: -0.2788 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [18:06:05.099747] Epoch: [122] [1820/2904] eta: 0:13:40 lr: 0.002331 loss: 0.1879 (0.1993) loss_rec_all: 0.2143 (0.2251) loss_rec_sfr: 0.2748 (0.2960) loss_cl: -0.2785 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [18:06:20.021143] Epoch: [122] [1840/2904] eta: 0:13:25 lr: 0.002331 loss: 0.1889 (0.1993) loss_rec_all: 0.2149 (0.2251) loss_rec_sfr: 0.2794 (0.2961) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [18:06:34.942054] Epoch: [122] [1860/2904] eta: 0:13:09 lr: 0.002331 loss: 0.1910 (0.1993) loss_rec_all: 0.2172 (0.2251) loss_rec_sfr: 0.2761 (0.2959) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [18:06:49.861533] Epoch: [122] [1880/2904] eta: 0:12:54 lr: 0.002331 loss: 0.1907 (0.1993) loss_rec_all: 0.2166 (0.2251) loss_rec_sfr: 0.2742 (0.2958) loss_cl: -0.2798 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [18:07:04.773327] Epoch: [122] [1900/2904] eta: 0:12:39 lr: 0.002331 loss: 0.1908 (0.1993) loss_rec_all: 0.2167 (0.2251) loss_rec_sfr: 0.2867 (0.2959) loss_cl: -0.2793 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [18:07:19.692644] Epoch: [122] [1920/2904] eta: 0:12:24 lr: 0.002331 loss: 0.1868 (0.1992) loss_rec_all: 0.2127 (0.2250) loss_rec_sfr: 0.2867 (0.2957) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [18:07:34.607673] Epoch: [122] [1940/2904] eta: 0:12:08 lr: 0.002331 loss: 0.1895 (0.1993) loss_rec_all: 0.2153 (0.2251) loss_rec_sfr: 0.2892 (0.2959) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [18:07:49.522546] Epoch: [122] [1960/2904] eta: 0:11:53 lr: 0.002331 loss: 0.1910 (0.1993) loss_rec_all: 0.2174 (0.2251) loss_rec_sfr: 0.2659 (0.2960) loss_cl: -0.2776 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [18:08:04.441734] Epoch: [122] [1980/2904] eta: 0:11:38 lr: 0.002331 loss: 0.1935 (0.1993) loss_rec_all: 0.2196 (0.2251) loss_rec_sfr: 0.2644 (0.2959) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [18:08:19.356861] Epoch: [122] [2000/2904] eta: 0:11:23 lr: 0.002331 loss: 0.1893 (0.1993) loss_rec_all: 0.2151 (0.2251) loss_rec_sfr: 0.2887 (0.2960) loss_cl: -0.2796 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [18:08:34.274425] Epoch: [122] [2020/2904] eta: 0:11:08 lr: 0.002331 loss: 0.1885 (0.1994) loss_rec_all: 0.2143 (0.2252) loss_rec_sfr: 0.2862 (0.2961) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [18:08:49.191035] Epoch: [122] [2040/2904] eta: 0:10:52 lr: 0.002331 loss: 0.1909 (0.1994) loss_rec_all: 0.2171 (0.2252) loss_rec_sfr: 0.2705 (0.2961) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [18:09:04.112086] Epoch: [122] [2060/2904] eta: 0:10:37 lr: 0.002331 loss: 0.1910 (0.1994) loss_rec_all: 0.2169 (0.2252) loss_rec_sfr: 0.2423 (0.2959) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [18:09:19.032974] Epoch: [122] [2080/2904] eta: 0:10:22 lr: 0.002331 loss: 0.1878 (0.1993) loss_rec_all: 0.2139 (0.2251) loss_rec_sfr: 0.2816 (0.2958) loss_cl: -0.2783 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [18:09:33.956285] Epoch: [122] [2100/2904] eta: 0:10:07 lr: 0.002331 loss: 0.1938 (0.1993) loss_rec_all: 0.2201 (0.2251) loss_rec_sfr: 0.2647 (0.2956) loss_cl: -0.2780 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [18:09:48.880787] Epoch: [122] [2120/2904] eta: 0:09:52 lr: 0.002331 loss: 0.1912 (0.1992) loss_rec_all: 0.2170 (0.2250) loss_rec_sfr: 0.2735 (0.2955) loss_cl: -0.2787 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [18:10:03.805556] Epoch: [122] [2140/2904] eta: 0:09:36 lr: 0.002330 loss: 0.1958 (0.1994) loss_rec_all: 0.2219 (0.2252) loss_rec_sfr: 0.2961 (0.2960) loss_cl: -0.2790 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [18:10:18.723842] Epoch: [122] [2160/2904] eta: 0:09:21 lr: 0.002330 loss: 0.1910 (0.1995) loss_rec_all: 0.2173 (0.2253) loss_rec_sfr: 0.2784 (0.2962) loss_cl: -0.2796 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [18:10:33.630556] Epoch: [122] [2180/2904] eta: 0:09:06 lr: 0.002330 loss: 0.1893 (0.1995) loss_rec_all: 0.2151 (0.2253) loss_rec_sfr: 0.2858 (0.2962) loss_cl: -0.2787 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [18:10:48.542370] Epoch: [122] [2200/2904] eta: 0:08:51 lr: 0.002330 loss: 0.1883 (0.1994) loss_rec_all: 0.2144 (0.2252) loss_rec_sfr: 0.2657 (0.2960) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [18:11:03.467974] Epoch: [122] [2220/2904] eta: 0:08:36 lr: 0.002330 loss: 0.1856 (0.1993) loss_rec_all: 0.2114 (0.2251) loss_rec_sfr: 0.2476 (0.2957) loss_cl: -0.2789 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [18:11:18.393103] Epoch: [122] [2240/2904] eta: 0:08:21 lr: 0.002330 loss: 0.1886 (0.1994) loss_rec_all: 0.2147 (0.2252) loss_rec_sfr: 0.2774 (0.2959) loss_cl: -0.2787 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [18:11:33.319444] Epoch: [122] [2260/2904] eta: 0:08:06 lr: 0.002330 loss: 0.1889 (0.1994) loss_rec_all: 0.2150 (0.2252) loss_rec_sfr: 0.2674 (0.2959) loss_cl: -0.2795 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [18:11:48.245302] Epoch: [122] [2280/2904] eta: 0:07:50 lr: 0.002330 loss: 0.1909 (0.1994) loss_rec_all: 0.2174 (0.2252) loss_rec_sfr: 0.2816 (0.2961) loss_cl: -0.2800 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [18:12:03.164949] Epoch: [122] [2300/2904] eta: 0:07:35 lr: 0.002330 loss: 0.1894 (0.1994) loss_rec_all: 0.2158 (0.2252) loss_rec_sfr: 0.2412 (0.2957) loss_cl: -0.2797 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [18:12:18.087414] Epoch: [122] [2320/2904] eta: 0:07:20 lr: 0.002330 loss: 0.1877 (0.1994) loss_rec_all: 0.2138 (0.2252) loss_rec_sfr: 0.2605 (0.2957) loss_cl: -0.2779 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [18:12:33.003753] Epoch: [122] [2340/2904] eta: 0:07:05 lr: 0.002330 loss: 0.1862 (0.1994) loss_rec_all: 0.2123 (0.2252) loss_rec_sfr: 0.2722 (0.2957) loss_cl: -0.2782 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [18:12:47.922729] Epoch: [122] [2360/2904] eta: 0:06:50 lr: 0.002330 loss: 0.1894 (0.1994) loss_rec_all: 0.2158 (0.2252) loss_rec_sfr: 0.2775 (0.2957) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [18:13:02.842966] Epoch: [122] [2380/2904] eta: 0:06:35 lr: 0.002330 loss: 0.1900 (0.1994) loss_rec_all: 0.2159 (0.2252) loss_rec_sfr: 0.2893 (0.2959) loss_cl: -0.2784 (-0.2788) time: 0.7460 data: 0.0004 max mem: 29860 [18:13:17.761346] Epoch: [122] [2400/2904] eta: 0:06:20 lr: 0.002330 loss: 0.1896 (0.1994) loss_rec_all: 0.2154 (0.2252) loss_rec_sfr: 0.2873 (0.2959) loss_cl: -0.2783 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [18:13:32.683172] Epoch: [122] [2420/2904] eta: 0:06:04 lr: 0.002330 loss: 0.1863 (0.1994) loss_rec_all: 0.2121 (0.2252) loss_rec_sfr: 0.2729 (0.2958) loss_cl: -0.2795 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [18:13:47.607166] Epoch: [122] [2440/2904] eta: 0:05:49 lr: 0.002330 loss: 0.1865 (0.1994) loss_rec_all: 0.2128 (0.2252) loss_rec_sfr: 0.2756 (0.2958) loss_cl: -0.2797 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [18:14:02.523766] Epoch: [122] [2460/2904] eta: 0:05:34 lr: 0.002330 loss: 0.1896 (0.1994) loss_rec_all: 0.2154 (0.2252) loss_rec_sfr: 0.2774 (0.2959) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [18:14:17.439330] Epoch: [122] [2480/2904] eta: 0:05:19 lr: 0.002330 loss: 0.1907 (0.1995) loss_rec_all: 0.2169 (0.2253) loss_rec_sfr: 0.2899 (0.2961) loss_cl: -0.2783 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [18:14:32.360977] Epoch: [122] [2500/2904] eta: 0:05:04 lr: 0.002330 loss: 0.1993 (0.1996) loss_rec_all: 0.2253 (0.2254) loss_rec_sfr: 0.2859 (0.2964) loss_cl: -0.2773 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [18:14:47.284597] Epoch: [122] [2520/2904] eta: 0:04:49 lr: 0.002330 loss: 0.1887 (0.1995) loss_rec_all: 0.2146 (0.2253) loss_rec_sfr: 0.2675 (0.2963) loss_cl: -0.2793 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [18:15:02.204686] Epoch: [122] [2540/2904] eta: 0:04:34 lr: 0.002330 loss: 0.1909 (0.1996) loss_rec_all: 0.2168 (0.2254) loss_rec_sfr: 0.2554 (0.2963) loss_cl: -0.2791 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [18:15:17.124699] Epoch: [122] [2560/2904] eta: 0:04:19 lr: 0.002330 loss: 0.1925 (0.1996) loss_rec_all: 0.2185 (0.2254) loss_rec_sfr: 0.2765 (0.2965) loss_cl: -0.2792 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [18:15:32.045033] Epoch: [122] [2580/2904] eta: 0:04:04 lr: 0.002330 loss: 0.1890 (0.1996) loss_rec_all: 0.2152 (0.2254) loss_rec_sfr: 0.2455 (0.2962) loss_cl: -0.2783 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [18:15:46.967007] Epoch: [122] [2600/2904] eta: 0:03:49 lr: 0.002330 loss: 0.1915 (0.1996) loss_rec_all: 0.2172 (0.2254) loss_rec_sfr: 0.2920 (0.2963) loss_cl: -0.2785 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [18:16:01.890475] Epoch: [122] [2620/2904] eta: 0:03:33 lr: 0.002330 loss: 0.1915 (0.1996) loss_rec_all: 0.2171 (0.2255) loss_rec_sfr: 0.2916 (0.2966) loss_cl: -0.2787 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [18:16:16.805665] Epoch: [122] [2640/2904] eta: 0:03:18 lr: 0.002330 loss: 0.1882 (0.1996) loss_rec_all: 0.2140 (0.2254) loss_rec_sfr: 0.2418 (0.2964) loss_cl: -0.2782 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [18:16:31.724173] Epoch: [122] [2660/2904] eta: 0:03:03 lr: 0.002330 loss: 0.1868 (0.1996) loss_rec_all: 0.2132 (0.2254) loss_rec_sfr: 0.2519 (0.2963) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [18:16:46.641741] Epoch: [122] [2680/2904] eta: 0:02:48 lr: 0.002330 loss: 0.1947 (0.1997) loss_rec_all: 0.2205 (0.2255) loss_rec_sfr: 0.2841 (0.2966) loss_cl: -0.2779 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [18:17:01.560590] Epoch: [122] [2700/2904] eta: 0:02:33 lr: 0.002330 loss: 0.1886 (0.1997) loss_rec_all: 0.2149 (0.2255) loss_rec_sfr: 0.2695 (0.2965) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [18:17:16.480194] Epoch: [122] [2720/2904] eta: 0:02:18 lr: 0.002330 loss: 0.1894 (0.1996) loss_rec_all: 0.2157 (0.2254) loss_rec_sfr: 0.2739 (0.2965) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [18:17:31.399655] Epoch: [122] [2740/2904] eta: 0:02:03 lr: 0.002330 loss: 0.1886 (0.1996) loss_rec_all: 0.2151 (0.2254) loss_rec_sfr: 0.2648 (0.2963) loss_cl: -0.2797 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [18:17:46.317001] Epoch: [122] [2760/2904] eta: 0:01:48 lr: 0.002330 loss: 0.1873 (0.1995) loss_rec_all: 0.2136 (0.2253) loss_rec_sfr: 0.2741 (0.2961) loss_cl: -0.2795 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [18:18:01.236116] Epoch: [122] [2780/2904] eta: 0:01:33 lr: 0.002330 loss: 0.1913 (0.1996) loss_rec_all: 0.2175 (0.2254) loss_rec_sfr: 0.2841 (0.2963) loss_cl: -0.2783 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [18:18:16.155211] Epoch: [122] [2800/2904] eta: 0:01:18 lr: 0.002330 loss: 0.1895 (0.1996) loss_rec_all: 0.2157 (0.2254) loss_rec_sfr: 0.2706 (0.2964) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [18:18:31.074058] Epoch: [122] [2820/2904] eta: 0:01:03 lr: 0.002330 loss: 0.1977 (0.1996) loss_rec_all: 0.2238 (0.2254) loss_rec_sfr: 0.2800 (0.2965) loss_cl: -0.2797 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [18:18:46.027224] Epoch: [122] [2840/2904] eta: 0:00:48 lr: 0.002330 loss: 0.1889 (0.1996) loss_rec_all: 0.2151 (0.2254) loss_rec_sfr: 0.2616 (0.2965) loss_cl: -0.2790 (-0.2788) time: 0.7476 data: 0.0023 max mem: 29860 [18:19:00.931521] Epoch: [122] [2860/2904] eta: 0:00:33 lr: 0.002330 loss: 0.1926 (0.1997) loss_rec_all: 0.2183 (0.2255) loss_rec_sfr: 0.2786 (0.2966) loss_cl: -0.2784 (-0.2788) time: 0.7452 data: 0.0001 max mem: 29860 [18:19:15.838773] Epoch: [122] [2880/2904] eta: 0:00:18 lr: 0.002330 loss: 0.1928 (0.1997) loss_rec_all: 0.2185 (0.2255) loss_rec_sfr: 0.2891 (0.2967) loss_cl: -0.2783 (-0.2788) time: 0.7453 data: 0.0001 max mem: 29860 [18:19:30.736800] Epoch: [122] [2900/2904] eta: 0:00:03 lr: 0.002330 loss: 0.1891 (0.1997) loss_rec_all: 0.2147 (0.2255) loss_rec_sfr: 0.2858 (0.2967) loss_cl: -0.2788 (-0.2788) time: 0.7449 data: 0.0001 max mem: 29860 [18:19:32.978926] Epoch: [122] [2903/2904] eta: 0:00:00 lr: 0.002330 loss: 0.1891 (0.1997) loss_rec_all: 0.2147 (0.2255) loss_rec_sfr: 0.2753 (0.2966) loss_cl: -0.2788 (-0.2788) time: 0.7449 data: 0.0001 max mem: 29860 [18:19:35.076098] Epoch: [122] Total time: 0:36:28 (0.7535 s / it) [18:19:35.078069] Averaged stats: lr: 0.002330 loss: 0.1891 (0.2024) loss_rec_all: 0.2147 (0.2259) loss_rec_sfr: 0.2753 (0.2978) loss_cl: -0.2788 (-0.2555) [18:19:35.082758] log_dir: ./checkpoint/VF2_ViT-B [18:19:53.265119] Epoch: [123] [ 0/2904] eta: 14:39:58 lr: 0.002330 loss: 0.1890 (0.1890) loss_rec_all: 0.2147 (0.2147) loss_rec_sfr: 0.2986 (0.2986) loss_cl: -0.2776 (-0.2776) time: 18.1812 data: 16.1041 max mem: 29860 [18:20:09.909133] Epoch: [123] [ 20/2904] eta: 1:19:42 lr: 0.002330 loss: 0.1925 (0.2054) loss_rec_all: 0.2183 (0.2312) loss_rec_sfr: 0.2803 (0.3149) loss_cl: -0.2794 (-0.2793) time: 0.8322 data: 0.0002 max mem: 29860 [18:20:24.778508] Epoch: [123] [ 40/2904] eta: 0:57:51 lr: 0.002330 loss: 0.1902 (0.2058) loss_rec_all: 0.2158 (0.2315) loss_rec_sfr: 0.2765 (0.3144) loss_cl: -0.2787 (-0.2790) time: 0.7434 data: 0.0002 max mem: 29860 [18:20:39.662173] Epoch: [123] [ 60/2904] eta: 0:50:10 lr: 0.002330 loss: 0.1950 (0.2073) loss_rec_all: 0.2207 (0.2330) loss_rec_sfr: 0.2977 (0.3200) loss_cl: -0.2788 (-0.2789) time: 0.7441 data: 0.0002 max mem: 29860 [18:20:54.563625] Epoch: [123] [ 80/2904] eta: 0:46:10 lr: 0.002330 loss: 0.1889 (0.2049) loss_rec_all: 0.2150 (0.2306) loss_rec_sfr: 0.2728 (0.3138) loss_cl: -0.2783 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [18:21:09.484923] Epoch: [123] [ 100/2904] eta: 0:43:40 lr: 0.002330 loss: 0.1893 (0.2037) loss_rec_all: 0.2151 (0.2294) loss_rec_sfr: 0.2594 (0.3090) loss_cl: -0.2782 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [18:21:24.397861] Epoch: [123] [ 120/2904] eta: 0:41:55 lr: 0.002330 loss: 0.1877 (0.2027) loss_rec_all: 0.2139 (0.2284) loss_rec_sfr: 0.2737 (0.3051) loss_cl: -0.2785 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [18:21:39.319575] Epoch: [123] [ 140/2904] eta: 0:40:35 lr: 0.002330 loss: 0.1902 (0.2028) loss_rec_all: 0.2165 (0.2285) loss_rec_sfr: 0.2779 (0.3061) loss_cl: -0.2791 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [18:21:54.266152] Epoch: [123] [ 160/2904] eta: 0:39:32 lr: 0.002330 loss: 0.1882 (0.2015) loss_rec_all: 0.2140 (0.2272) loss_rec_sfr: 0.2650 (0.3012) loss_cl: -0.2788 (-0.2787) time: 0.7473 data: 0.0002 max mem: 29860 [18:22:09.182688] Epoch: [123] [ 180/2904] eta: 0:38:39 lr: 0.002330 loss: 0.1917 (0.2009) loss_rec_all: 0.2176 (0.2267) loss_rec_sfr: 0.2892 (0.2997) loss_cl: -0.2799 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [18:22:24.097349] Epoch: [123] [ 200/2904] eta: 0:37:53 lr: 0.002330 loss: 0.1910 (0.2009) loss_rec_all: 0.2173 (0.2267) loss_rec_sfr: 0.2754 (0.2992) loss_cl: -0.2786 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [18:22:39.015481] Epoch: [123] [ 220/2904] eta: 0:37:13 lr: 0.002330 loss: 0.1872 (0.2003) loss_rec_all: 0.2130 (0.2261) loss_rec_sfr: 0.2657 (0.2970) loss_cl: -0.2786 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [18:22:53.933479] Epoch: [123] [ 240/2904] eta: 0:36:37 lr: 0.002330 loss: 0.1871 (0.1999) loss_rec_all: 0.2130 (0.2257) loss_rec_sfr: 0.2734 (0.2956) loss_cl: -0.2795 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [18:23:08.845718] Epoch: [123] [ 260/2904] eta: 0:36:05 lr: 0.002330 loss: 0.1884 (0.1998) loss_rec_all: 0.2141 (0.2256) loss_rec_sfr: 0.2798 (0.2956) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [18:23:23.762037] Epoch: [123] [ 280/2904] eta: 0:35:35 lr: 0.002330 loss: 0.1913 (0.2001) loss_rec_all: 0.2167 (0.2259) loss_rec_sfr: 0.2821 (0.2969) loss_cl: -0.2774 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [18:23:38.676876] Epoch: [123] [ 300/2904] eta: 0:35:07 lr: 0.002330 loss: 0.1870 (0.2003) loss_rec_all: 0.2132 (0.2261) loss_rec_sfr: 0.2700 (0.2971) loss_cl: -0.2785 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [18:23:53.604334] Epoch: [123] [ 320/2904] eta: 0:34:40 lr: 0.002330 loss: 0.1898 (0.2002) loss_rec_all: 0.2157 (0.2260) loss_rec_sfr: 0.2801 (0.2971) loss_cl: -0.2793 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [18:24:08.520147] Epoch: [123] [ 340/2904] eta: 0:34:15 lr: 0.002330 loss: 0.1902 (0.1998) loss_rec_all: 0.2161 (0.2256) loss_rec_sfr: 0.2715 (0.2962) loss_cl: -0.2796 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [18:24:23.439369] Epoch: [123] [ 360/2904] eta: 0:33:51 lr: 0.002330 loss: 0.1854 (0.1995) loss_rec_all: 0.2115 (0.2253) loss_rec_sfr: 0.2662 (0.2950) loss_cl: -0.2781 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [18:24:38.353173] Epoch: [123] [ 380/2904] eta: 0:33:28 lr: 0.002330 loss: 0.1910 (0.1999) loss_rec_all: 0.2167 (0.2257) loss_rec_sfr: 0.2809 (0.2963) loss_cl: -0.2783 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [18:24:53.269883] Epoch: [123] [ 400/2904] eta: 0:33:06 lr: 0.002330 loss: 0.1886 (0.1998) loss_rec_all: 0.2143 (0.2256) loss_rec_sfr: 0.2671 (0.2959) loss_cl: -0.2791 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [18:25:08.188024] Epoch: [123] [ 420/2904] eta: 0:32:45 lr: 0.002330 loss: 0.1944 (0.2000) loss_rec_all: 0.2202 (0.2258) loss_rec_sfr: 0.2739 (0.2964) loss_cl: -0.2791 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [18:25:23.106824] Epoch: [123] [ 440/2904] eta: 0:32:24 lr: 0.002330 loss: 0.1896 (0.1998) loss_rec_all: 0.2154 (0.2256) loss_rec_sfr: 0.2528 (0.2955) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [18:25:38.025963] Epoch: [123] [ 460/2904] eta: 0:32:04 lr: 0.002330 loss: 0.1890 (0.1999) loss_rec_all: 0.2152 (0.2257) loss_rec_sfr: 0.2682 (0.2955) loss_cl: -0.2781 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [18:25:52.938755] Epoch: [123] [ 480/2904] eta: 0:31:44 lr: 0.002330 loss: 0.1916 (0.1999) loss_rec_all: 0.2181 (0.2258) loss_rec_sfr: 0.2724 (0.2954) loss_cl: -0.2791 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [18:26:07.849821] Epoch: [123] [ 500/2904] eta: 0:31:24 lr: 0.002330 loss: 0.1914 (0.2000) loss_rec_all: 0.2172 (0.2258) loss_rec_sfr: 0.2787 (0.2957) loss_cl: -0.2786 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [18:26:22.765598] Epoch: [123] [ 520/2904] eta: 0:31:05 lr: 0.002330 loss: 0.1900 (0.1998) loss_rec_all: 0.2159 (0.2256) loss_rec_sfr: 0.2850 (0.2951) loss_cl: -0.2793 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [18:26:37.681327] Epoch: [123] [ 540/2904] eta: 0:30:46 lr: 0.002330 loss: 0.1886 (0.1996) loss_rec_all: 0.2146 (0.2254) loss_rec_sfr: 0.2897 (0.2953) loss_cl: -0.2784 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [18:26:52.595019] Epoch: [123] [ 560/2904] eta: 0:30:27 lr: 0.002330 loss: 0.1860 (0.1997) loss_rec_all: 0.2120 (0.2255) loss_rec_sfr: 0.2806 (0.2958) loss_cl: -0.2793 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [18:27:07.514955] Epoch: [123] [ 580/2904] eta: 0:30:09 lr: 0.002330 loss: 0.1876 (0.1996) loss_rec_all: 0.2140 (0.2255) loss_rec_sfr: 0.2707 (0.2955) loss_cl: -0.2785 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [18:27:22.433911] Epoch: [123] [ 600/2904] eta: 0:29:51 lr: 0.002330 loss: 0.1938 (0.1997) loss_rec_all: 0.2196 (0.2255) loss_rec_sfr: 0.2891 (0.2960) loss_cl: -0.2780 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [18:27:37.352382] Epoch: [123] [ 620/2904] eta: 0:29:33 lr: 0.002330 loss: 0.1918 (0.1996) loss_rec_all: 0.2177 (0.2254) loss_rec_sfr: 0.2632 (0.2955) loss_cl: -0.2786 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [18:27:52.272682] Epoch: [123] [ 640/2904] eta: 0:29:15 lr: 0.002330 loss: 0.1916 (0.1995) loss_rec_all: 0.2177 (0.2253) loss_rec_sfr: 0.2812 (0.2952) loss_cl: -0.2804 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [18:28:07.184715] Epoch: [123] [ 660/2904] eta: 0:28:58 lr: 0.002330 loss: 0.1868 (0.1993) loss_rec_all: 0.2127 (0.2251) loss_rec_sfr: 0.2631 (0.2943) loss_cl: -0.2795 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [18:28:22.099405] Epoch: [123] [ 680/2904] eta: 0:28:41 lr: 0.002330 loss: 0.1886 (0.1991) loss_rec_all: 0.2149 (0.2249) loss_rec_sfr: 0.2730 (0.2938) loss_cl: -0.2793 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [18:28:37.016086] Epoch: [123] [ 700/2904] eta: 0:28:23 lr: 0.002330 loss: 0.1929 (0.1991) loss_rec_all: 0.2191 (0.2249) loss_rec_sfr: 0.2740 (0.2939) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [18:28:51.931811] Epoch: [123] [ 720/2904] eta: 0:28:06 lr: 0.002330 loss: 0.1928 (0.1991) loss_rec_all: 0.2193 (0.2250) loss_rec_sfr: 0.2779 (0.2938) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [18:29:06.847741] Epoch: [123] [ 740/2904] eta: 0:27:49 lr: 0.002330 loss: 0.1912 (0.1994) loss_rec_all: 0.2172 (0.2253) loss_rec_sfr: 0.2883 (0.2950) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [18:29:21.757204] Epoch: [123] [ 760/2904] eta: 0:27:32 lr: 0.002330 loss: 0.1876 (0.1994) loss_rec_all: 0.2138 (0.2252) loss_rec_sfr: 0.2885 (0.2951) loss_cl: -0.2788 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [18:29:36.667365] Epoch: [123] [ 780/2904] eta: 0:27:15 lr: 0.002330 loss: 0.1935 (0.1995) loss_rec_all: 0.2195 (0.2253) loss_rec_sfr: 0.2657 (0.2949) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [18:29:51.577698] Epoch: [123] [ 800/2904] eta: 0:26:59 lr: 0.002330 loss: 0.1910 (0.1996) loss_rec_all: 0.2167 (0.2254) loss_rec_sfr: 0.2870 (0.2955) loss_cl: -0.2780 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [18:30:06.495714] Epoch: [123] [ 820/2904] eta: 0:26:42 lr: 0.002330 loss: 0.1958 (0.1996) loss_rec_all: 0.2218 (0.2255) loss_rec_sfr: 0.2722 (0.2956) loss_cl: -0.2792 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [18:30:21.412796] Epoch: [123] [ 840/2904] eta: 0:26:26 lr: 0.002330 loss: 0.1886 (0.1995) loss_rec_all: 0.2147 (0.2253) loss_rec_sfr: 0.2867 (0.2955) loss_cl: -0.2796 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [18:30:36.327575] Epoch: [123] [ 860/2904] eta: 0:26:09 lr: 0.002330 loss: 0.1947 (0.1998) loss_rec_all: 0.2203 (0.2256) loss_rec_sfr: 0.2961 (0.2965) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [18:30:51.241880] Epoch: [123] [ 880/2904] eta: 0:25:53 lr: 0.002330 loss: 0.1944 (0.2000) loss_rec_all: 0.2205 (0.2258) loss_rec_sfr: 0.2872 (0.2973) loss_cl: -0.2778 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [18:31:06.154099] Epoch: [123] [ 900/2904] eta: 0:25:36 lr: 0.002330 loss: 0.1898 (0.2001) loss_rec_all: 0.2161 (0.2258) loss_rec_sfr: 0.2794 (0.2972) loss_cl: -0.2781 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [18:31:21.060780] Epoch: [123] [ 920/2904] eta: 0:25:20 lr: 0.002330 loss: 0.1907 (0.2002) loss_rec_all: 0.2165 (0.2260) loss_rec_sfr: 0.2915 (0.2978) loss_cl: -0.2798 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [18:31:35.977636] Epoch: [123] [ 940/2904] eta: 0:25:04 lr: 0.002330 loss: 0.1926 (0.2003) loss_rec_all: 0.2184 (0.2261) loss_rec_sfr: 0.2777 (0.2981) loss_cl: -0.2790 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [18:31:50.887269] Epoch: [123] [ 960/2904] eta: 0:24:48 lr: 0.002330 loss: 0.1846 (0.2002) loss_rec_all: 0.2105 (0.2260) loss_rec_sfr: 0.2766 (0.2977) loss_cl: -0.2788 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [18:32:05.802690] Epoch: [123] [ 980/2904] eta: 0:24:32 lr: 0.002329 loss: 0.1866 (0.2001) loss_rec_all: 0.2123 (0.2259) loss_rec_sfr: 0.2884 (0.2978) loss_cl: -0.2793 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [18:32:20.717179] Epoch: [123] [1000/2904] eta: 0:24:16 lr: 0.002329 loss: 0.1893 (0.2001) loss_rec_all: 0.2153 (0.2259) loss_rec_sfr: 0.2865 (0.2979) loss_cl: -0.2787 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [18:32:35.626534] Epoch: [123] [1020/2904] eta: 0:24:00 lr: 0.002329 loss: 0.1906 (0.2001) loss_rec_all: 0.2164 (0.2259) loss_rec_sfr: 0.2895 (0.2979) loss_cl: -0.2793 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [18:32:50.537893] Epoch: [123] [1040/2904] eta: 0:23:44 lr: 0.002329 loss: 0.1897 (0.2001) loss_rec_all: 0.2162 (0.2259) loss_rec_sfr: 0.2750 (0.2978) loss_cl: -0.2791 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [18:33:05.451140] Epoch: [123] [1060/2904] eta: 0:23:28 lr: 0.002329 loss: 0.1869 (0.2001) loss_rec_all: 0.2131 (0.2259) loss_rec_sfr: 0.2742 (0.2978) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [18:33:20.367982] Epoch: [123] [1080/2904] eta: 0:23:12 lr: 0.002329 loss: 0.1888 (0.2003) loss_rec_all: 0.2147 (0.2260) loss_rec_sfr: 0.2756 (0.2983) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [18:33:35.285778] Epoch: [123] [1100/2904] eta: 0:22:56 lr: 0.002329 loss: 0.1861 (0.2001) loss_rec_all: 0.2117 (0.2259) loss_rec_sfr: 0.2501 (0.2978) loss_cl: -0.2778 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [18:33:50.201937] Epoch: [123] [1120/2904] eta: 0:22:40 lr: 0.002329 loss: 0.1873 (0.2001) loss_rec_all: 0.2132 (0.2259) loss_rec_sfr: 0.2695 (0.2977) loss_cl: -0.2782 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [18:34:05.115894] Epoch: [123] [1140/2904] eta: 0:22:25 lr: 0.002329 loss: 0.1944 (0.2002) loss_rec_all: 0.2201 (0.2259) loss_rec_sfr: 0.2856 (0.2979) loss_cl: -0.2790 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [18:34:20.033102] Epoch: [123] [1160/2904] eta: 0:22:09 lr: 0.002329 loss: 0.1875 (0.2003) loss_rec_all: 0.2138 (0.2261) loss_rec_sfr: 0.2699 (0.2983) loss_cl: -0.2790 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [18:34:34.949801] Epoch: [123] [1180/2904] eta: 0:21:53 lr: 0.002329 loss: 0.1878 (0.2001) loss_rec_all: 0.2142 (0.2259) loss_rec_sfr: 0.2808 (0.2980) loss_cl: -0.2784 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [18:34:49.866229] Epoch: [123] [1200/2904] eta: 0:21:37 lr: 0.002329 loss: 0.1865 (0.2000) loss_rec_all: 0.2126 (0.2258) loss_rec_sfr: 0.2491 (0.2975) loss_cl: -0.2789 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [18:35:04.783536] Epoch: [123] [1220/2904] eta: 0:21:22 lr: 0.002329 loss: 0.1948 (0.2001) loss_rec_all: 0.2208 (0.2259) loss_rec_sfr: 0.2944 (0.2979) loss_cl: -0.2790 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [18:35:19.701971] Epoch: [123] [1240/2904] eta: 0:21:06 lr: 0.002329 loss: 0.1882 (0.2000) loss_rec_all: 0.2141 (0.2258) loss_rec_sfr: 0.2534 (0.2973) loss_cl: -0.2785 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [18:35:34.613310] Epoch: [123] [1260/2904] eta: 0:20:50 lr: 0.002329 loss: 0.1855 (0.1999) loss_rec_all: 0.2119 (0.2257) loss_rec_sfr: 0.2389 (0.2969) loss_cl: -0.2786 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [18:35:49.528411] Epoch: [123] [1280/2904] eta: 0:20:35 lr: 0.002329 loss: 0.1920 (0.1998) loss_rec_all: 0.2180 (0.2256) loss_rec_sfr: 0.2750 (0.2968) loss_cl: -0.2785 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [18:36:04.443484] Epoch: [123] [1300/2904] eta: 0:20:19 lr: 0.002329 loss: 0.1854 (0.1997) loss_rec_all: 0.2113 (0.2255) loss_rec_sfr: 0.2512 (0.2964) loss_cl: -0.2784 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [18:36:19.356888] Epoch: [123] [1320/2904] eta: 0:20:04 lr: 0.002329 loss: 0.1893 (0.1996) loss_rec_all: 0.2156 (0.2254) loss_rec_sfr: 0.2698 (0.2960) loss_cl: -0.2797 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [18:36:34.275511] Epoch: [123] [1340/2904] eta: 0:19:48 lr: 0.002329 loss: 0.1890 (0.1997) loss_rec_all: 0.2148 (0.2255) loss_rec_sfr: 0.2851 (0.2962) loss_cl: -0.2800 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [18:36:49.195866] Epoch: [123] [1360/2904] eta: 0:19:33 lr: 0.002329 loss: 0.1894 (0.1996) loss_rec_all: 0.2153 (0.2254) loss_rec_sfr: 0.2781 (0.2961) loss_cl: -0.2792 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [18:37:04.109840] Epoch: [123] [1380/2904] eta: 0:19:17 lr: 0.002329 loss: 0.1855 (0.1995) loss_rec_all: 0.2113 (0.2253) loss_rec_sfr: 0.2437 (0.2957) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [18:37:19.021010] Epoch: [123] [1400/2904] eta: 0:19:02 lr: 0.002329 loss: 0.1877 (0.1994) loss_rec_all: 0.2135 (0.2252) loss_rec_sfr: 0.2769 (0.2955) loss_cl: -0.2781 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [18:37:33.942037] Epoch: [123] [1420/2904] eta: 0:18:46 lr: 0.002329 loss: 0.1917 (0.1995) loss_rec_all: 0.2177 (0.2253) loss_rec_sfr: 0.2664 (0.2956) loss_cl: -0.2793 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [18:37:48.859872] Epoch: [123] [1440/2904] eta: 0:18:31 lr: 0.002329 loss: 0.1943 (0.1996) loss_rec_all: 0.2202 (0.2254) loss_rec_sfr: 0.2836 (0.2959) loss_cl: -0.2796 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [18:38:03.781378] Epoch: [123] [1460/2904] eta: 0:18:15 lr: 0.002329 loss: 0.1990 (0.1998) loss_rec_all: 0.2253 (0.2256) loss_rec_sfr: 0.2752 (0.2963) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [18:38:18.698706] Epoch: [123] [1480/2904] eta: 0:18:00 lr: 0.002329 loss: 0.1867 (0.1997) loss_rec_all: 0.2128 (0.2255) loss_rec_sfr: 0.2733 (0.2960) loss_cl: -0.2780 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [18:38:33.615546] Epoch: [123] [1500/2904] eta: 0:17:44 lr: 0.002329 loss: 0.1913 (0.1997) loss_rec_all: 0.2173 (0.2255) loss_rec_sfr: 0.2727 (0.2961) loss_cl: -0.2783 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [18:38:48.530080] Epoch: [123] [1520/2904] eta: 0:17:29 lr: 0.002329 loss: 0.1995 (0.1999) loss_rec_all: 0.2255 (0.2257) loss_rec_sfr: 0.2846 (0.2968) loss_cl: -0.2790 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [18:39:03.440412] Epoch: [123] [1540/2904] eta: 0:17:14 lr: 0.002329 loss: 0.1889 (0.2000) loss_rec_all: 0.2149 (0.2258) loss_rec_sfr: 0.2783 (0.2968) loss_cl: -0.2806 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [18:39:18.353125] Epoch: [123] [1560/2904] eta: 0:16:58 lr: 0.002329 loss: 0.1835 (0.1998) loss_rec_all: 0.2096 (0.2256) loss_rec_sfr: 0.2456 (0.2962) loss_cl: -0.2796 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [18:39:33.269024] Epoch: [123] [1580/2904] eta: 0:16:43 lr: 0.002329 loss: 0.1870 (0.1997) loss_rec_all: 0.2128 (0.2255) loss_rec_sfr: 0.2755 (0.2961) loss_cl: -0.2778 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [18:39:48.185240] Epoch: [123] [1600/2904] eta: 0:16:28 lr: 0.002329 loss: 0.1883 (0.1996) loss_rec_all: 0.2141 (0.2254) loss_rec_sfr: 0.2679 (0.2959) loss_cl: -0.2776 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [18:40:03.100301] Epoch: [123] [1620/2904] eta: 0:16:12 lr: 0.002329 loss: 0.1894 (0.1997) loss_rec_all: 0.2157 (0.2255) loss_rec_sfr: 0.2839 (0.2962) loss_cl: -0.2788 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [18:40:18.014401] Epoch: [123] [1640/2904] eta: 0:15:57 lr: 0.002329 loss: 0.1896 (0.1997) loss_rec_all: 0.2156 (0.2255) loss_rec_sfr: 0.2813 (0.2963) loss_cl: -0.2789 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [18:40:32.923611] Epoch: [123] [1660/2904] eta: 0:15:42 lr: 0.002329 loss: 0.1910 (0.1998) loss_rec_all: 0.2173 (0.2256) loss_rec_sfr: 0.2528 (0.2964) loss_cl: -0.2791 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [18:40:47.835126] Epoch: [123] [1680/2904] eta: 0:15:26 lr: 0.002329 loss: 0.1917 (0.1998) loss_rec_all: 0.2176 (0.2256) loss_rec_sfr: 0.2880 (0.2965) loss_cl: -0.2797 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [18:41:02.753485] Epoch: [123] [1700/2904] eta: 0:15:11 lr: 0.002329 loss: 0.1901 (0.1998) loss_rec_all: 0.2164 (0.2256) loss_rec_sfr: 0.2840 (0.2964) loss_cl: -0.2797 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [18:41:17.676982] Epoch: [123] [1720/2904] eta: 0:14:56 lr: 0.002329 loss: 0.1917 (0.1998) loss_rec_all: 0.2177 (0.2256) loss_rec_sfr: 0.2707 (0.2965) loss_cl: -0.2778 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [18:41:32.603079] Epoch: [123] [1740/2904] eta: 0:14:40 lr: 0.002329 loss: 0.1884 (0.1997) loss_rec_all: 0.2143 (0.2255) loss_rec_sfr: 0.2800 (0.2962) loss_cl: -0.2774 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [18:41:47.523881] Epoch: [123] [1760/2904] eta: 0:14:25 lr: 0.002329 loss: 0.1901 (0.1997) loss_rec_all: 0.2158 (0.2255) loss_rec_sfr: 0.2889 (0.2964) loss_cl: -0.2784 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [18:42:02.436902] Epoch: [123] [1780/2904] eta: 0:14:10 lr: 0.002329 loss: 0.1867 (0.1996) loss_rec_all: 0.2130 (0.2254) loss_rec_sfr: 0.2518 (0.2961) loss_cl: -0.2794 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [18:42:17.359213] Epoch: [123] [1800/2904] eta: 0:13:55 lr: 0.002329 loss: 0.1930 (0.1997) loss_rec_all: 0.2188 (0.2255) loss_rec_sfr: 0.2752 (0.2964) loss_cl: -0.2792 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [18:42:32.282486] Epoch: [123] [1820/2904] eta: 0:13:39 lr: 0.002329 loss: 0.1923 (0.1997) loss_rec_all: 0.2182 (0.2255) loss_rec_sfr: 0.2699 (0.2963) loss_cl: -0.2793 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [18:42:47.204522] Epoch: [123] [1840/2904] eta: 0:13:24 lr: 0.002329 loss: 0.1856 (0.1996) loss_rec_all: 0.2117 (0.2254) loss_rec_sfr: 0.2877 (0.2962) loss_cl: -0.2792 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [18:43:02.117857] Epoch: [123] [1860/2904] eta: 0:13:09 lr: 0.002329 loss: 0.1900 (0.1997) loss_rec_all: 0.2160 (0.2255) loss_rec_sfr: 0.2759 (0.2965) loss_cl: -0.2793 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [18:43:17.036857] Epoch: [123] [1880/2904] eta: 0:12:54 lr: 0.002329 loss: 0.1892 (0.1998) loss_rec_all: 0.2154 (0.2256) loss_rec_sfr: 0.2741 (0.2965) loss_cl: -0.2783 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [18:43:31.953871] Epoch: [123] [1900/2904] eta: 0:12:38 lr: 0.002329 loss: 0.1916 (0.1998) loss_rec_all: 0.2178 (0.2256) loss_rec_sfr: 0.2723 (0.2966) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [18:43:46.870942] Epoch: [123] [1920/2904] eta: 0:12:23 lr: 0.002329 loss: 0.1902 (0.1998) loss_rec_all: 0.2162 (0.2256) loss_rec_sfr: 0.2759 (0.2964) loss_cl: -0.2793 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [18:44:01.786192] Epoch: [123] [1940/2904] eta: 0:12:08 lr: 0.002329 loss: 0.1901 (0.1997) loss_rec_all: 0.2164 (0.2255) loss_rec_sfr: 0.2787 (0.2961) loss_cl: -0.2796 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [18:44:16.698861] Epoch: [123] [1960/2904] eta: 0:11:53 lr: 0.002329 loss: 0.1840 (0.1997) loss_rec_all: 0.2099 (0.2255) loss_rec_sfr: 0.2783 (0.2962) loss_cl: -0.2776 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [18:44:31.614582] Epoch: [123] [1980/2904] eta: 0:11:37 lr: 0.002329 loss: 0.1891 (0.1997) loss_rec_all: 0.2155 (0.2255) loss_rec_sfr: 0.2566 (0.2960) loss_cl: -0.2780 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [18:44:46.531047] Epoch: [123] [2000/2904] eta: 0:11:22 lr: 0.002329 loss: 0.1921 (0.1997) loss_rec_all: 0.2181 (0.2255) loss_rec_sfr: 0.2906 (0.2961) loss_cl: -0.2784 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [18:45:01.442476] Epoch: [123] [2020/2904] eta: 0:11:07 lr: 0.002329 loss: 0.1870 (0.1997) loss_rec_all: 0.2128 (0.2255) loss_rec_sfr: 0.2756 (0.2960) loss_cl: -0.2792 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [18:45:16.364985] Epoch: [123] [2040/2904] eta: 0:10:52 lr: 0.002329 loss: 0.1937 (0.1997) loss_rec_all: 0.2196 (0.2255) loss_rec_sfr: 0.2856 (0.2962) loss_cl: -0.2789 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [18:45:31.282258] Epoch: [123] [2060/2904] eta: 0:10:37 lr: 0.002329 loss: 0.1910 (0.1998) loss_rec_all: 0.2169 (0.2256) loss_rec_sfr: 0.2881 (0.2964) loss_cl: -0.2785 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [18:45:46.199449] Epoch: [123] [2080/2904] eta: 0:10:22 lr: 0.002329 loss: 0.1887 (0.1997) loss_rec_all: 0.2147 (0.2255) loss_rec_sfr: 0.2821 (0.2963) loss_cl: -0.2792 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [18:46:01.119905] Epoch: [123] [2100/2904] eta: 0:10:06 lr: 0.002329 loss: 0.1919 (0.1997) loss_rec_all: 0.2179 (0.2255) loss_rec_sfr: 0.2919 (0.2964) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [18:46:16.035784] Epoch: [123] [2120/2904] eta: 0:09:51 lr: 0.002329 loss: 0.1907 (0.1997) loss_rec_all: 0.2164 (0.2255) loss_rec_sfr: 0.2735 (0.2964) loss_cl: -0.2782 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [18:46:30.950106] Epoch: [123] [2140/2904] eta: 0:09:36 lr: 0.002329 loss: 0.1860 (0.1996) loss_rec_all: 0.2118 (0.2254) loss_rec_sfr: 0.2448 (0.2961) loss_cl: -0.2783 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [18:46:45.865170] Epoch: [123] [2160/2904] eta: 0:09:21 lr: 0.002329 loss: 0.1943 (0.1997) loss_rec_all: 0.2208 (0.2255) loss_rec_sfr: 0.2940 (0.2963) loss_cl: -0.2794 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [18:47:00.752528] Epoch: [123] [2180/2904] eta: 0:09:06 lr: 0.002329 loss: 0.2177 (0.2001) loss_rec_all: 0.2434 (0.2259) loss_rec_sfr: 0.3089 (0.2968) loss_cl: -0.2794 (-0.2787) time: 0.7443 data: 0.0002 max mem: 29860 [18:47:15.672619] Epoch: [123] [2200/2904] eta: 0:08:51 lr: 0.002329 loss: 0.2248 (0.2003) loss_rec_all: 0.2509 (0.2261) loss_rec_sfr: 0.2810 (0.2968) loss_cl: -0.2787 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [18:47:30.589177] Epoch: [123] [2220/2904] eta: 0:08:35 lr: 0.002329 loss: 0.2260 (0.2006) loss_rec_all: 0.2515 (0.2264) loss_rec_sfr: 0.3128 (0.2971) loss_cl: -0.2790 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [18:47:45.502876] Epoch: [123] [2240/2904] eta: 0:08:20 lr: 0.002329 loss: 0.2121 (0.2009) loss_rec_all: 0.2376 (0.2267) loss_rec_sfr: 0.3155 (0.2975) loss_cl: -0.2778 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [18:48:00.428817] Epoch: [123] [2260/2904] eta: 0:08:05 lr: 0.002329 loss: 0.2047 (0.2010) loss_rec_all: 0.2305 (0.2268) loss_rec_sfr: 0.3078 (0.2978) loss_cl: -0.2794 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [18:48:15.347374] Epoch: [123] [2280/2904] eta: 0:07:50 lr: 0.002329 loss: 0.1992 (0.2012) loss_rec_all: 0.2253 (0.2269) loss_rec_sfr: 0.2886 (0.2980) loss_cl: -0.2789 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [18:48:30.266209] Epoch: [123] [2300/2904] eta: 0:07:35 lr: 0.002329 loss: 0.1945 (0.2012) loss_rec_all: 0.2204 (0.2270) loss_rec_sfr: 0.2843 (0.2980) loss_cl: -0.2782 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [18:48:45.183262] Epoch: [123] [2320/2904] eta: 0:07:20 lr: 0.002329 loss: 0.1968 (0.2013) loss_rec_all: 0.2227 (0.2271) loss_rec_sfr: 0.2792 (0.2981) loss_cl: -0.2783 (-0.2787) time: 0.7458 data: 0.0003 max mem: 29860 [18:49:00.099816] Epoch: [123] [2340/2904] eta: 0:07:05 lr: 0.002329 loss: 0.1919 (0.2013) loss_rec_all: 0.2181 (0.2270) loss_rec_sfr: 0.2733 (0.2981) loss_cl: -0.2788 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [18:49:15.011878] Epoch: [123] [2360/2904] eta: 0:06:50 lr: 0.002329 loss: 0.1888 (0.2013) loss_rec_all: 0.2145 (0.2271) loss_rec_sfr: 0.2847 (0.2981) loss_cl: -0.2786 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [18:49:29.920671] Epoch: [123] [2380/2904] eta: 0:06:34 lr: 0.002329 loss: 0.1893 (0.2012) loss_rec_all: 0.2155 (0.2270) loss_rec_sfr: 0.2694 (0.2979) loss_cl: -0.2783 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [18:49:44.832457] Epoch: [123] [2400/2904] eta: 0:06:19 lr: 0.002329 loss: 0.1897 (0.2012) loss_rec_all: 0.2160 (0.2270) loss_rec_sfr: 0.2684 (0.2978) loss_cl: -0.2791 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [18:49:59.747718] Epoch: [123] [2420/2904] eta: 0:06:04 lr: 0.002329 loss: 0.1905 (0.2012) loss_rec_all: 0.2163 (0.2270) loss_rec_sfr: 0.2937 (0.2980) loss_cl: -0.2795 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [18:50:14.655469] Epoch: [123] [2440/2904] eta: 0:05:49 lr: 0.002329 loss: 0.1888 (0.2012) loss_rec_all: 0.2151 (0.2270) loss_rec_sfr: 0.2800 (0.2981) loss_cl: -0.2792 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [18:50:29.569920] Epoch: [123] [2460/2904] eta: 0:05:34 lr: 0.002329 loss: 0.1905 (0.2013) loss_rec_all: 0.2163 (0.2271) loss_rec_sfr: 0.2756 (0.2981) loss_cl: -0.2790 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [18:50:44.487568] Epoch: [123] [2480/2904] eta: 0:05:19 lr: 0.002329 loss: 0.1899 (0.2012) loss_rec_all: 0.2160 (0.2270) loss_rec_sfr: 0.2763 (0.2980) loss_cl: -0.2794 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [18:50:59.413939] Epoch: [123] [2500/2904] eta: 0:05:04 lr: 0.002329 loss: 0.1866 (0.2012) loss_rec_all: 0.2130 (0.2270) loss_rec_sfr: 0.2729 (0.2979) loss_cl: -0.2792 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [18:51:14.335505] Epoch: [123] [2520/2904] eta: 0:04:49 lr: 0.002329 loss: 0.1917 (0.2012) loss_rec_all: 0.2175 (0.2269) loss_rec_sfr: 0.2811 (0.2978) loss_cl: -0.2782 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [18:51:29.256547] Epoch: [123] [2540/2904] eta: 0:04:34 lr: 0.002329 loss: 0.1875 (0.2011) loss_rec_all: 0.2132 (0.2269) loss_rec_sfr: 0.2766 (0.2977) loss_cl: -0.2781 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [18:51:44.175943] Epoch: [123] [2560/2904] eta: 0:04:19 lr: 0.002329 loss: 0.1922 (0.2011) loss_rec_all: 0.2185 (0.2269) loss_rec_sfr: 0.2768 (0.2977) loss_cl: -0.2782 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [18:51:59.088689] Epoch: [123] [2580/2904] eta: 0:04:04 lr: 0.002329 loss: 0.1918 (0.2011) loss_rec_all: 0.2182 (0.2269) loss_rec_sfr: 0.2718 (0.2978) loss_cl: -0.2794 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [18:52:14.006352] Epoch: [123] [2600/2904] eta: 0:03:48 lr: 0.002329 loss: 0.1898 (0.2011) loss_rec_all: 0.2158 (0.2269) loss_rec_sfr: 0.2825 (0.2977) loss_cl: -0.2798 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [18:52:28.921458] Epoch: [123] [2620/2904] eta: 0:03:33 lr: 0.002329 loss: 0.1892 (0.2011) loss_rec_all: 0.2158 (0.2269) loss_rec_sfr: 0.2875 (0.2978) loss_cl: -0.2793 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [18:52:43.836316] Epoch: [123] [2640/2904] eta: 0:03:18 lr: 0.002329 loss: 0.1945 (0.2012) loss_rec_all: 0.2205 (0.2270) loss_rec_sfr: 0.2770 (0.2980) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [18:52:58.760098] Epoch: [123] [2660/2904] eta: 0:03:03 lr: 0.002329 loss: 0.1916 (0.2012) loss_rec_all: 0.2175 (0.2270) loss_rec_sfr: 0.2708 (0.2980) loss_cl: -0.2785 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [18:53:13.677350] Epoch: [123] [2680/2904] eta: 0:02:48 lr: 0.002329 loss: 0.1923 (0.2013) loss_rec_all: 0.2184 (0.2270) loss_rec_sfr: 0.2752 (0.2981) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [18:53:28.594160] Epoch: [123] [2700/2904] eta: 0:02:33 lr: 0.002329 loss: 0.1854 (0.2012) loss_rec_all: 0.2119 (0.2270) loss_rec_sfr: 0.2717 (0.2979) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [18:53:43.511800] Epoch: [123] [2720/2904] eta: 0:02:18 lr: 0.002328 loss: 0.1888 (0.2011) loss_rec_all: 0.2145 (0.2269) loss_rec_sfr: 0.2790 (0.2979) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [18:53:58.420360] Epoch: [123] [2740/2904] eta: 0:02:03 lr: 0.002328 loss: 0.1895 (0.2011) loss_rec_all: 0.2153 (0.2269) loss_rec_sfr: 0.2597 (0.2978) loss_cl: -0.2785 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [18:54:13.336326] Epoch: [123] [2760/2904] eta: 0:01:48 lr: 0.002328 loss: 0.1905 (0.2012) loss_rec_all: 0.2161 (0.2270) loss_rec_sfr: 0.2863 (0.2979) loss_cl: -0.2787 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [18:54:28.251449] Epoch: [123] [2780/2904] eta: 0:01:33 lr: 0.002328 loss: 0.1865 (0.2011) loss_rec_all: 0.2129 (0.2269) loss_rec_sfr: 0.2826 (0.2978) loss_cl: -0.2789 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [18:54:43.168483] Epoch: [123] [2800/2904] eta: 0:01:18 lr: 0.002328 loss: 0.1898 (0.2012) loss_rec_all: 0.2156 (0.2270) loss_rec_sfr: 0.2803 (0.2980) loss_cl: -0.2787 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [18:54:58.082551] Epoch: [123] [2820/2904] eta: 0:01:03 lr: 0.002328 loss: 0.1894 (0.2012) loss_rec_all: 0.2157 (0.2270) loss_rec_sfr: 0.2727 (0.2980) loss_cl: -0.2788 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [18:55:13.029905] Epoch: [123] [2840/2904] eta: 0:00:48 lr: 0.002328 loss: 0.1841 (0.2011) loss_rec_all: 0.2101 (0.2269) loss_rec_sfr: 0.2534 (0.2978) loss_cl: -0.2789 (-0.2787) time: 0.7473 data: 0.0023 max mem: 29860 [18:55:27.930809] Epoch: [123] [2860/2904] eta: 0:00:33 lr: 0.002328 loss: 0.1919 (0.2011) loss_rec_all: 0.2176 (0.2269) loss_rec_sfr: 0.2886 (0.2979) loss_cl: -0.2790 (-0.2788) time: 0.7450 data: 0.0001 max mem: 29860 [18:55:42.828522] Epoch: [123] [2880/2904] eta: 0:00:18 lr: 0.002328 loss: 0.1898 (0.2011) loss_rec_all: 0.2158 (0.2269) loss_rec_sfr: 0.2670 (0.2977) loss_cl: -0.2786 (-0.2787) time: 0.7448 data: 0.0001 max mem: 29860 [18:55:57.732019] Epoch: [123] [2900/2904] eta: 0:00:03 lr: 0.002328 loss: 0.1872 (0.2011) loss_rec_all: 0.2136 (0.2269) loss_rec_sfr: 0.2704 (0.2978) loss_cl: -0.2788 (-0.2787) time: 0.7451 data: 0.0001 max mem: 29860 [18:55:59.974401] Epoch: [123] [2903/2904] eta: 0:00:00 lr: 0.002328 loss: 0.1872 (0.2011) loss_rec_all: 0.2136 (0.2269) loss_rec_sfr: 0.2704 (0.2979) loss_cl: -0.2791 (-0.2787) time: 0.7451 data: 0.0001 max mem: 29860 [18:56:02.078472] Epoch: [123] Total time: 0:36:26 (0.7531 s / it) [18:56:02.093502] Averaged stats: lr: 0.002328 loss: 0.1872 (0.2035) loss_rec_all: 0.2136 (0.2269) loss_rec_sfr: 0.2704 (0.2984) loss_cl: -0.2791 (-0.2555) [18:56:02.099217] log_dir: ./checkpoint/VF2_ViT-B [18:56:20.093163] Epoch: [124] [ 0/2904] eta: 14:30:52 lr: 0.002328 loss: 0.1987 (0.1987) loss_rec_all: 0.2246 (0.2246) loss_rec_sfr: 0.2716 (0.2716) loss_cl: -0.2784 (-0.2784) time: 17.9932 data: 8.9507 max mem: 29860 [18:56:34.993225] Epoch: [124] [ 20/2904] eta: 1:15:17 lr: 0.002328 loss: 0.1919 (0.2049) loss_rec_all: 0.2178 (0.2306) loss_rec_sfr: 0.2824 (0.3127) loss_cl: -0.2789 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [18:56:49.895094] Epoch: [124] [ 40/2904] eta: 0:55:38 lr: 0.002328 loss: 0.1917 (0.2015) loss_rec_all: 0.2172 (0.2273) loss_rec_sfr: 0.2859 (0.3053) loss_cl: -0.2787 (-0.2787) time: 0.7450 data: 0.0002 max mem: 29860 [18:57:04.808594] Epoch: [124] [ 60/2904] eta: 0:48:43 lr: 0.002328 loss: 0.1904 (0.2019) loss_rec_all: 0.2165 (0.2277) loss_rec_sfr: 0.2771 (0.3045) loss_cl: -0.2786 (-0.2786) time: 0.7456 data: 0.0002 max mem: 29860 [18:57:19.750782] Epoch: [124] [ 80/2904] eta: 0:45:07 lr: 0.002328 loss: 0.1898 (0.2004) loss_rec_all: 0.2159 (0.2261) loss_rec_sfr: 0.2649 (0.2979) loss_cl: -0.2789 (-0.2787) time: 0.7471 data: 0.0002 max mem: 29860 [18:57:34.706959] Epoch: [124] [ 100/2904] eta: 0:42:50 lr: 0.002328 loss: 0.1902 (0.1996) loss_rec_all: 0.2159 (0.2254) loss_rec_sfr: 0.2603 (0.2935) loss_cl: -0.2782 (-0.2785) time: 0.7478 data: 0.0002 max mem: 29860 [18:57:49.648783] Epoch: [124] [ 120/2904] eta: 0:41:14 lr: 0.002328 loss: 0.1933 (0.2020) loss_rec_all: 0.2194 (0.2277) loss_rec_sfr: 0.2804 (0.3004) loss_cl: -0.2786 (-0.2785) time: 0.7470 data: 0.0002 max mem: 29860 [18:58:04.620114] Epoch: [124] [ 140/2904] eta: 0:40:01 lr: 0.002328 loss: 0.1883 (0.2007) loss_rec_all: 0.2143 (0.2264) loss_rec_sfr: 0.2807 (0.2986) loss_cl: -0.2791 (-0.2785) time: 0.7485 data: 0.0002 max mem: 29860 [18:58:19.576224] Epoch: [124] [ 160/2904] eta: 0:39:02 lr: 0.002328 loss: 0.1896 (0.2007) loss_rec_all: 0.2153 (0.2264) loss_rec_sfr: 0.2665 (0.2983) loss_cl: -0.2785 (-0.2785) time: 0.7478 data: 0.0002 max mem: 29860 [18:58:34.524709] Epoch: [124] [ 180/2904] eta: 0:38:13 lr: 0.002328 loss: 0.1936 (0.2013) loss_rec_all: 0.2197 (0.2271) loss_rec_sfr: 0.2731 (0.3003) loss_cl: -0.2789 (-0.2786) time: 0.7474 data: 0.0002 max mem: 29860 [18:58:49.635565] Epoch: [124] [ 200/2904] eta: 0:37:33 lr: 0.002328 loss: 0.1909 (0.2010) loss_rec_all: 0.2172 (0.2267) loss_rec_sfr: 0.2847 (0.2996) loss_cl: -0.2786 (-0.2786) time: 0.7555 data: 0.0002 max mem: 29860 [18:59:04.581960] Epoch: [124] [ 220/2904] eta: 0:36:56 lr: 0.002328 loss: 0.1875 (0.2005) loss_rec_all: 0.2136 (0.2262) loss_rec_sfr: 0.2386 (0.2974) loss_cl: -0.2795 (-0.2786) time: 0.7473 data: 0.0002 max mem: 29860 [18:59:19.514757] Epoch: [124] [ 240/2904] eta: 0:36:22 lr: 0.002328 loss: 0.1897 (0.2004) loss_rec_all: 0.2157 (0.2261) loss_rec_sfr: 0.2739 (0.2966) loss_cl: -0.2788 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [18:59:34.461664] Epoch: [124] [ 260/2904] eta: 0:35:51 lr: 0.002328 loss: 0.1879 (0.1998) loss_rec_all: 0.2141 (0.2256) loss_rec_sfr: 0.2714 (0.2948) loss_cl: -0.2787 (-0.2787) time: 0.7473 data: 0.0002 max mem: 29860 [18:59:49.398388] Epoch: [124] [ 280/2904] eta: 0:35:22 lr: 0.002328 loss: 0.1902 (0.1996) loss_rec_all: 0.2161 (0.2254) loss_rec_sfr: 0.2957 (0.2956) loss_cl: -0.2795 (-0.2787) time: 0.7468 data: 0.0002 max mem: 29860 [19:00:04.336337] Epoch: [124] [ 300/2904] eta: 0:34:55 lr: 0.002328 loss: 0.1912 (0.1999) loss_rec_all: 0.2173 (0.2257) loss_rec_sfr: 0.2749 (0.2962) loss_cl: -0.2790 (-0.2787) time: 0.7469 data: 0.0002 max mem: 29860 [19:00:19.266018] Epoch: [124] [ 320/2904] eta: 0:34:30 lr: 0.002328 loss: 0.1894 (0.1998) loss_rec_all: 0.2150 (0.2256) loss_rec_sfr: 0.2660 (0.2954) loss_cl: -0.2788 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [19:00:34.176078] Epoch: [124] [ 340/2904] eta: 0:34:05 lr: 0.002328 loss: 0.1893 (0.1997) loss_rec_all: 0.2154 (0.2255) loss_rec_sfr: 0.2826 (0.2949) loss_cl: -0.2788 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [19:00:49.227041] Epoch: [124] [ 360/2904] eta: 0:33:43 lr: 0.002328 loss: 0.1884 (0.1994) loss_rec_all: 0.2144 (0.2252) loss_rec_sfr: 0.2678 (0.2941) loss_cl: -0.2788 (-0.2787) time: 0.7525 data: 0.0002 max mem: 29860 [19:01:04.148373] Epoch: [124] [ 380/2904] eta: 0:33:20 lr: 0.002328 loss: 0.1936 (0.1992) loss_rec_all: 0.2200 (0.2251) loss_rec_sfr: 0.2771 (0.2932) loss_cl: -0.2790 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [19:01:19.069813] Epoch: [124] [ 400/2904] eta: 0:32:59 lr: 0.002328 loss: 0.1876 (0.1993) loss_rec_all: 0.2140 (0.2251) loss_rec_sfr: 0.2838 (0.2936) loss_cl: -0.2784 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [19:01:33.985359] Epoch: [124] [ 420/2904] eta: 0:32:38 lr: 0.002328 loss: 0.1897 (0.1996) loss_rec_all: 0.2157 (0.2254) loss_rec_sfr: 0.2879 (0.2946) loss_cl: -0.2788 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [19:01:48.896959] Epoch: [124] [ 440/2904] eta: 0:32:17 lr: 0.002328 loss: 0.1890 (0.1998) loss_rec_all: 0.2147 (0.2256) loss_rec_sfr: 0.2942 (0.2958) loss_cl: -0.2789 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [19:02:03.809554] Epoch: [124] [ 460/2904] eta: 0:31:57 lr: 0.002328 loss: 0.1887 (0.1998) loss_rec_all: 0.2145 (0.2256) loss_rec_sfr: 0.2835 (0.2961) loss_cl: -0.2782 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [19:02:18.717916] Epoch: [124] [ 480/2904] eta: 0:31:37 lr: 0.002328 loss: 0.1904 (0.1999) loss_rec_all: 0.2161 (0.2257) loss_rec_sfr: 0.2736 (0.2961) loss_cl: -0.2788 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [19:02:33.632302] Epoch: [124] [ 500/2904] eta: 0:31:18 lr: 0.002328 loss: 0.1886 (0.1997) loss_rec_all: 0.2149 (0.2255) loss_rec_sfr: 0.2776 (0.2956) loss_cl: -0.2788 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [19:02:48.542899] Epoch: [124] [ 520/2904] eta: 0:30:59 lr: 0.002328 loss: 0.1949 (0.1999) loss_rec_all: 0.2208 (0.2257) loss_rec_sfr: 0.2844 (0.2965) loss_cl: -0.2802 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [19:03:03.463212] Epoch: [124] [ 540/2904] eta: 0:30:41 lr: 0.002328 loss: 0.1899 (0.1999) loss_rec_all: 0.2162 (0.2257) loss_rec_sfr: 0.2493 (0.2962) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [19:03:18.379721] Epoch: [124] [ 560/2904] eta: 0:30:22 lr: 0.002328 loss: 0.1923 (0.1999) loss_rec_all: 0.2184 (0.2257) loss_rec_sfr: 0.2762 (0.2961) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [19:03:33.291024] Epoch: [124] [ 580/2904] eta: 0:30:04 lr: 0.002328 loss: 0.1913 (0.2000) loss_rec_all: 0.2177 (0.2258) loss_rec_sfr: 0.2978 (0.2969) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [19:03:48.199099] Epoch: [124] [ 600/2904] eta: 0:29:46 lr: 0.002328 loss: 0.1848 (0.1996) loss_rec_all: 0.2106 (0.2255) loss_rec_sfr: 0.2673 (0.2959) loss_cl: -0.2789 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [19:04:03.112422] Epoch: [124] [ 620/2904] eta: 0:29:29 lr: 0.002328 loss: 0.1884 (0.1996) loss_rec_all: 0.2144 (0.2255) loss_rec_sfr: 0.2769 (0.2959) loss_cl: -0.2796 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [19:04:18.029788] Epoch: [124] [ 640/2904] eta: 0:29:11 lr: 0.002328 loss: 0.1874 (0.1995) loss_rec_all: 0.2138 (0.2253) loss_rec_sfr: 0.2856 (0.2958) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [19:04:32.951169] Epoch: [124] [ 660/2904] eta: 0:28:54 lr: 0.002328 loss: 0.1900 (0.1995) loss_rec_all: 0.2160 (0.2253) loss_rec_sfr: 0.2888 (0.2962) loss_cl: -0.2782 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [19:04:47.869354] Epoch: [124] [ 680/2904] eta: 0:28:36 lr: 0.002328 loss: 0.1888 (0.1995) loss_rec_all: 0.2148 (0.2253) loss_rec_sfr: 0.2473 (0.2959) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [19:05:02.789619] Epoch: [124] [ 700/2904] eta: 0:28:19 lr: 0.002328 loss: 0.1857 (0.1995) loss_rec_all: 0.2115 (0.2253) loss_rec_sfr: 0.2846 (0.2961) loss_cl: -0.2791 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [19:05:17.704807] Epoch: [124] [ 720/2904] eta: 0:28:02 lr: 0.002328 loss: 0.1983 (0.2000) loss_rec_all: 0.2242 (0.2257) loss_rec_sfr: 0.2834 (0.2975) loss_cl: -0.2775 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [19:05:32.624728] Epoch: [124] [ 740/2904] eta: 0:27:46 lr: 0.002328 loss: 0.1929 (0.2001) loss_rec_all: 0.2186 (0.2259) loss_rec_sfr: 0.2720 (0.2978) loss_cl: -0.2787 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [19:05:47.543907] Epoch: [124] [ 760/2904] eta: 0:27:29 lr: 0.002328 loss: 0.1904 (0.2001) loss_rec_all: 0.2162 (0.2258) loss_rec_sfr: 0.2850 (0.2977) loss_cl: -0.2795 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [19:06:02.460371] Epoch: [124] [ 780/2904] eta: 0:27:12 lr: 0.002328 loss: 0.1859 (0.1999) loss_rec_all: 0.2120 (0.2257) loss_rec_sfr: 0.2726 (0.2974) loss_cl: -0.2784 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [19:06:17.375868] Epoch: [124] [ 800/2904] eta: 0:26:56 lr: 0.002328 loss: 0.1928 (0.2000) loss_rec_all: 0.2188 (0.2258) loss_rec_sfr: 0.2761 (0.2977) loss_cl: -0.2789 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [19:06:32.290439] Epoch: [124] [ 820/2904] eta: 0:26:39 lr: 0.002328 loss: 0.1910 (0.2001) loss_rec_all: 0.2168 (0.2259) loss_rec_sfr: 0.2762 (0.2980) loss_cl: -0.2797 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [19:06:47.204556] Epoch: [124] [ 840/2904] eta: 0:26:23 lr: 0.002328 loss: 0.1890 (0.2001) loss_rec_all: 0.2150 (0.2258) loss_rec_sfr: 0.2841 (0.2978) loss_cl: -0.2795 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [19:07:02.119886] Epoch: [124] [ 860/2904] eta: 0:26:06 lr: 0.002328 loss: 0.1889 (0.2000) loss_rec_all: 0.2152 (0.2258) loss_rec_sfr: 0.2712 (0.2976) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [19:07:17.036762] Epoch: [124] [ 880/2904] eta: 0:25:50 lr: 0.002328 loss: 0.1864 (0.1998) loss_rec_all: 0.2125 (0.2256) loss_rec_sfr: 0.2673 (0.2970) loss_cl: -0.2780 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [19:07:31.952324] Epoch: [124] [ 900/2904] eta: 0:25:34 lr: 0.002328 loss: 0.1887 (0.2000) loss_rec_all: 0.2148 (0.2258) loss_rec_sfr: 0.2457 (0.2974) loss_cl: -0.2794 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [19:07:46.865583] Epoch: [124] [ 920/2904] eta: 0:25:18 lr: 0.002328 loss: 0.1936 (0.2000) loss_rec_all: 0.2194 (0.2258) loss_rec_sfr: 0.2912 (0.2976) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [19:08:01.779592] Epoch: [124] [ 940/2904] eta: 0:25:01 lr: 0.002328 loss: 0.1910 (0.2000) loss_rec_all: 0.2169 (0.2258) loss_rec_sfr: 0.2697 (0.2972) loss_cl: -0.2783 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [19:08:16.690761] Epoch: [124] [ 960/2904] eta: 0:24:45 lr: 0.002328 loss: 0.1953 (0.2001) loss_rec_all: 0.2215 (0.2259) loss_rec_sfr: 0.2793 (0.2978) loss_cl: -0.2780 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [19:08:31.602558] Epoch: [124] [ 980/2904] eta: 0:24:29 lr: 0.002328 loss: 0.1879 (0.2003) loss_rec_all: 0.2139 (0.2261) loss_rec_sfr: 0.2643 (0.2982) loss_cl: -0.2787 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [19:08:46.513900] Epoch: [124] [1000/2904] eta: 0:24:13 lr: 0.002328 loss: 0.1925 (0.2003) loss_rec_all: 0.2189 (0.2261) loss_rec_sfr: 0.2920 (0.2984) loss_cl: -0.2788 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [19:09:01.424454] Epoch: [124] [1020/2904] eta: 0:23:57 lr: 0.002328 loss: 0.1911 (0.2003) loss_rec_all: 0.2169 (0.2261) loss_rec_sfr: 0.2574 (0.2983) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [19:09:16.336967] Epoch: [124] [1040/2904] eta: 0:23:42 lr: 0.002328 loss: 0.1868 (0.2001) loss_rec_all: 0.2130 (0.2259) loss_rec_sfr: 0.2741 (0.2976) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [19:09:31.249852] Epoch: [124] [1060/2904] eta: 0:23:26 lr: 0.002328 loss: 0.1947 (0.2004) loss_rec_all: 0.2208 (0.2262) loss_rec_sfr: 0.2809 (0.2985) loss_cl: -0.2788 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [19:09:46.160665] Epoch: [124] [1080/2904] eta: 0:23:10 lr: 0.002328 loss: 0.1913 (0.2004) loss_rec_all: 0.2173 (0.2262) loss_rec_sfr: 0.2757 (0.2986) loss_cl: -0.2793 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [19:10:01.075732] Epoch: [124] [1100/2904] eta: 0:22:54 lr: 0.002328 loss: 0.1914 (0.2005) loss_rec_all: 0.2174 (0.2263) loss_rec_sfr: 0.2905 (0.2991) loss_cl: -0.2794 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [19:10:15.987502] Epoch: [124] [1120/2904] eta: 0:22:38 lr: 0.002328 loss: 0.1940 (0.2006) loss_rec_all: 0.2197 (0.2263) loss_rec_sfr: 0.2827 (0.2991) loss_cl: -0.2784 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [19:10:30.899877] Epoch: [124] [1140/2904] eta: 0:22:23 lr: 0.002328 loss: 0.1903 (0.2005) loss_rec_all: 0.2160 (0.2263) loss_rec_sfr: 0.2842 (0.2991) loss_cl: -0.2781 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [19:10:45.812099] Epoch: [124] [1160/2904] eta: 0:22:07 lr: 0.002328 loss: 0.1867 (0.2005) loss_rec_all: 0.2129 (0.2263) loss_rec_sfr: 0.2837 (0.2991) loss_cl: -0.2786 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [19:11:00.726540] Epoch: [124] [1180/2904] eta: 0:21:51 lr: 0.002328 loss: 0.1901 (0.2005) loss_rec_all: 0.2160 (0.2263) loss_rec_sfr: 0.2873 (0.2991) loss_cl: -0.2788 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [19:11:15.640516] Epoch: [124] [1200/2904] eta: 0:21:36 lr: 0.002328 loss: 0.1862 (0.2004) loss_rec_all: 0.2123 (0.2262) loss_rec_sfr: 0.2569 (0.2988) loss_cl: -0.2793 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [19:11:30.563668] Epoch: [124] [1220/2904] eta: 0:21:20 lr: 0.002328 loss: 0.1888 (0.2004) loss_rec_all: 0.2152 (0.2262) loss_rec_sfr: 0.2854 (0.2987) loss_cl: -0.2794 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [19:11:45.487447] Epoch: [124] [1240/2904] eta: 0:21:04 lr: 0.002328 loss: 0.1926 (0.2004) loss_rec_all: 0.2185 (0.2262) loss_rec_sfr: 0.2668 (0.2988) loss_cl: -0.2788 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [19:12:00.403017] Epoch: [124] [1260/2904] eta: 0:20:49 lr: 0.002328 loss: 0.1886 (0.2004) loss_rec_all: 0.2145 (0.2261) loss_rec_sfr: 0.2955 (0.2987) loss_cl: -0.2783 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [19:12:15.323140] Epoch: [124] [1280/2904] eta: 0:20:33 lr: 0.002328 loss: 0.1923 (0.2005) loss_rec_all: 0.2186 (0.2262) loss_rec_sfr: 0.2881 (0.2989) loss_cl: -0.2787 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [19:12:30.242226] Epoch: [124] [1300/2904] eta: 0:20:18 lr: 0.002328 loss: 0.1916 (0.2004) loss_rec_all: 0.2178 (0.2262) loss_rec_sfr: 0.2560 (0.2988) loss_cl: -0.2786 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [19:12:45.159731] Epoch: [124] [1320/2904] eta: 0:20:02 lr: 0.002328 loss: 0.1939 (0.2005) loss_rec_all: 0.2194 (0.2263) loss_rec_sfr: 0.2867 (0.2991) loss_cl: -0.2786 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [19:13:00.078371] Epoch: [124] [1340/2904] eta: 0:19:47 lr: 0.002328 loss: 0.1889 (0.2004) loss_rec_all: 0.2152 (0.2262) loss_rec_sfr: 0.2785 (0.2989) loss_cl: -0.2797 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [19:13:14.992439] Epoch: [124] [1360/2904] eta: 0:19:31 lr: 0.002328 loss: 0.1907 (0.2005) loss_rec_all: 0.2165 (0.2263) loss_rec_sfr: 0.2871 (0.2991) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [19:13:29.904425] Epoch: [124] [1380/2904] eta: 0:19:16 lr: 0.002328 loss: 0.1868 (0.2005) loss_rec_all: 0.2128 (0.2263) loss_rec_sfr: 0.2773 (0.2991) loss_cl: -0.2794 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [19:13:44.814059] Epoch: [124] [1400/2904] eta: 0:19:00 lr: 0.002328 loss: 0.1902 (0.2005) loss_rec_all: 0.2162 (0.2263) loss_rec_sfr: 0.2887 (0.2993) loss_cl: -0.2784 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [19:13:59.729840] Epoch: [124] [1420/2904] eta: 0:18:45 lr: 0.002328 loss: 0.1904 (0.2005) loss_rec_all: 0.2165 (0.2263) loss_rec_sfr: 0.2702 (0.2992) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [19:14:14.646690] Epoch: [124] [1440/2904] eta: 0:18:29 lr: 0.002328 loss: 0.1874 (0.2005) loss_rec_all: 0.2137 (0.2262) loss_rec_sfr: 0.2478 (0.2989) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [19:14:29.565378] Epoch: [124] [1460/2904] eta: 0:18:14 lr: 0.002328 loss: 0.1871 (0.2004) loss_rec_all: 0.2132 (0.2262) loss_rec_sfr: 0.2720 (0.2988) loss_cl: -0.2784 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [19:14:44.482198] Epoch: [124] [1480/2904] eta: 0:17:59 lr: 0.002328 loss: 0.1877 (0.2004) loss_rec_all: 0.2134 (0.2262) loss_rec_sfr: 0.2873 (0.2989) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [19:14:59.396568] Epoch: [124] [1500/2904] eta: 0:17:43 lr: 0.002328 loss: 0.1878 (0.2005) loss_rec_all: 0.2143 (0.2263) loss_rec_sfr: 0.2851 (0.2993) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [19:15:14.310870] Epoch: [124] [1520/2904] eta: 0:17:28 lr: 0.002327 loss: 0.1889 (0.2005) loss_rec_all: 0.2149 (0.2263) loss_rec_sfr: 0.2837 (0.2992) loss_cl: -0.2795 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [19:15:29.226203] Epoch: [124] [1540/2904] eta: 0:17:13 lr: 0.002327 loss: 0.1890 (0.2004) loss_rec_all: 0.2148 (0.2262) loss_rec_sfr: 0.2810 (0.2989) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [19:15:44.137360] Epoch: [124] [1560/2904] eta: 0:16:57 lr: 0.002327 loss: 0.1859 (0.2004) loss_rec_all: 0.2117 (0.2262) loss_rec_sfr: 0.2450 (0.2987) loss_cl: -0.2782 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [19:15:59.050962] Epoch: [124] [1580/2904] eta: 0:16:42 lr: 0.002327 loss: 0.1883 (0.2003) loss_rec_all: 0.2143 (0.2261) loss_rec_sfr: 0.2776 (0.2985) loss_cl: -0.2782 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [19:16:13.966873] Epoch: [124] [1600/2904] eta: 0:16:26 lr: 0.002327 loss: 0.1900 (0.2004) loss_rec_all: 0.2161 (0.2262) loss_rec_sfr: 0.2838 (0.2987) loss_cl: -0.2786 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [19:16:28.881399] Epoch: [124] [1620/2904] eta: 0:16:11 lr: 0.002327 loss: 0.1872 (0.2003) loss_rec_all: 0.2131 (0.2261) loss_rec_sfr: 0.2793 (0.2986) loss_cl: -0.2787 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [19:16:43.797891] Epoch: [124] [1640/2904] eta: 0:15:56 lr: 0.002327 loss: 0.1879 (0.2002) loss_rec_all: 0.2145 (0.2260) loss_rec_sfr: 0.2707 (0.2982) loss_cl: -0.2796 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [19:16:58.713568] Epoch: [124] [1660/2904] eta: 0:15:41 lr: 0.002327 loss: 0.1881 (0.2002) loss_rec_all: 0.2143 (0.2260) loss_rec_sfr: 0.2699 (0.2981) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [19:17:13.624335] Epoch: [124] [1680/2904] eta: 0:15:25 lr: 0.002327 loss: 0.1912 (0.2002) loss_rec_all: 0.2173 (0.2260) loss_rec_sfr: 0.2699 (0.2980) loss_cl: -0.2798 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [19:17:28.540865] Epoch: [124] [1700/2904] eta: 0:15:10 lr: 0.002327 loss: 0.1955 (0.2003) loss_rec_all: 0.2213 (0.2261) loss_rec_sfr: 0.2951 (0.2985) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [19:17:43.458450] Epoch: [124] [1720/2904] eta: 0:14:55 lr: 0.002327 loss: 0.1886 (0.2002) loss_rec_all: 0.2141 (0.2260) loss_rec_sfr: 0.2743 (0.2984) loss_cl: -0.2782 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [19:17:58.376429] Epoch: [124] [1740/2904] eta: 0:14:39 lr: 0.002327 loss: 0.1888 (0.2001) loss_rec_all: 0.2145 (0.2259) loss_rec_sfr: 0.2769 (0.2982) loss_cl: -0.2780 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [19:18:13.289434] Epoch: [124] [1760/2904] eta: 0:14:24 lr: 0.002327 loss: 0.1885 (0.2001) loss_rec_all: 0.2143 (0.2259) loss_rec_sfr: 0.2743 (0.2980) loss_cl: -0.2785 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [19:18:28.211767] Epoch: [124] [1780/2904] eta: 0:14:09 lr: 0.002327 loss: 0.1897 (0.2001) loss_rec_all: 0.2161 (0.2259) loss_rec_sfr: 0.2734 (0.2979) loss_cl: -0.2797 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [19:18:43.125307] Epoch: [124] [1800/2904] eta: 0:13:54 lr: 0.002327 loss: 0.1877 (0.2000) loss_rec_all: 0.2137 (0.2258) loss_rec_sfr: 0.2621 (0.2977) loss_cl: -0.2795 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [19:18:58.045366] Epoch: [124] [1820/2904] eta: 0:13:39 lr: 0.002327 loss: 0.1903 (0.2000) loss_rec_all: 0.2162 (0.2258) loss_rec_sfr: 0.2804 (0.2976) loss_cl: -0.2795 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [19:19:12.963977] Epoch: [124] [1840/2904] eta: 0:13:23 lr: 0.002327 loss: 0.1947 (0.2001) loss_rec_all: 0.2204 (0.2259) loss_rec_sfr: 0.2808 (0.2978) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [19:19:27.879757] Epoch: [124] [1860/2904] eta: 0:13:08 lr: 0.002327 loss: 0.1961 (0.2001) loss_rec_all: 0.2221 (0.2259) loss_rec_sfr: 0.2764 (0.2979) loss_cl: -0.2793 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [19:19:42.795632] Epoch: [124] [1880/2904] eta: 0:12:53 lr: 0.002327 loss: 0.1964 (0.2002) loss_rec_all: 0.2224 (0.2260) loss_rec_sfr: 0.2919 (0.2982) loss_cl: -0.2778 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [19:19:57.717423] Epoch: [124] [1900/2904] eta: 0:12:38 lr: 0.002327 loss: 0.1889 (0.2002) loss_rec_all: 0.2147 (0.2260) loss_rec_sfr: 0.2738 (0.2983) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [19:20:12.633048] Epoch: [124] [1920/2904] eta: 0:12:22 lr: 0.002327 loss: 0.1964 (0.2003) loss_rec_all: 0.2220 (0.2261) loss_rec_sfr: 0.2817 (0.2985) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [19:20:27.545543] Epoch: [124] [1940/2904] eta: 0:12:07 lr: 0.002327 loss: 0.1885 (0.2003) loss_rec_all: 0.2144 (0.2261) loss_rec_sfr: 0.2775 (0.2985) loss_cl: -0.2793 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [19:20:42.459399] Epoch: [124] [1960/2904] eta: 0:11:52 lr: 0.002327 loss: 0.1880 (0.2003) loss_rec_all: 0.2140 (0.2261) loss_rec_sfr: 0.2755 (0.2983) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [19:20:57.368919] Epoch: [124] [1980/2904] eta: 0:11:37 lr: 0.002327 loss: 0.1882 (0.2002) loss_rec_all: 0.2143 (0.2260) loss_rec_sfr: 0.2707 (0.2983) loss_cl: -0.2783 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [19:21:12.277195] Epoch: [124] [2000/2904] eta: 0:11:22 lr: 0.002327 loss: 0.1889 (0.2003) loss_rec_all: 0.2147 (0.2261) loss_rec_sfr: 0.2810 (0.2985) loss_cl: -0.2790 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [19:21:27.189527] Epoch: [124] [2020/2904] eta: 0:11:07 lr: 0.002327 loss: 0.1907 (0.2003) loss_rec_all: 0.2164 (0.2261) loss_rec_sfr: 0.2649 (0.2984) loss_cl: -0.2793 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [19:21:42.105875] Epoch: [124] [2040/2904] eta: 0:10:51 lr: 0.002327 loss: 0.1898 (0.2003) loss_rec_all: 0.2158 (0.2261) loss_rec_sfr: 0.2805 (0.2985) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [19:21:57.018830] Epoch: [124] [2060/2904] eta: 0:10:36 lr: 0.002327 loss: 0.1867 (0.2003) loss_rec_all: 0.2125 (0.2261) loss_rec_sfr: 0.2677 (0.2984) loss_cl: -0.2777 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [19:22:11.932128] Epoch: [124] [2080/2904] eta: 0:10:21 lr: 0.002327 loss: 0.1871 (0.2002) loss_rec_all: 0.2133 (0.2260) loss_rec_sfr: 0.2779 (0.2982) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [19:22:26.846933] Epoch: [124] [2100/2904] eta: 0:10:06 lr: 0.002327 loss: 0.1910 (0.2001) loss_rec_all: 0.2173 (0.2259) loss_rec_sfr: 0.2681 (0.2979) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [19:22:41.759555] Epoch: [124] [2120/2904] eta: 0:09:51 lr: 0.002327 loss: 0.1927 (0.2001) loss_rec_all: 0.2191 (0.2259) loss_rec_sfr: 0.2887 (0.2979) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [19:22:56.679895] Epoch: [124] [2140/2904] eta: 0:09:36 lr: 0.002327 loss: 0.1897 (0.2001) loss_rec_all: 0.2156 (0.2259) loss_rec_sfr: 0.2590 (0.2979) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [19:23:11.596151] Epoch: [124] [2160/2904] eta: 0:09:20 lr: 0.002327 loss: 0.1904 (0.2001) loss_rec_all: 0.2162 (0.2259) loss_rec_sfr: 0.2755 (0.2979) loss_cl: -0.2793 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [19:23:26.516725] Epoch: [124] [2180/2904] eta: 0:09:05 lr: 0.002327 loss: 0.1882 (0.2002) loss_rec_all: 0.2141 (0.2260) loss_rec_sfr: 0.2743 (0.2981) loss_cl: -0.2792 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [19:23:41.433324] Epoch: [124] [2200/2904] eta: 0:08:50 lr: 0.002327 loss: 0.1965 (0.2003) loss_rec_all: 0.2223 (0.2261) loss_rec_sfr: 0.2884 (0.2985) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [19:23:56.355962] Epoch: [124] [2220/2904] eta: 0:08:35 lr: 0.002327 loss: 0.1862 (0.2002) loss_rec_all: 0.2125 (0.2260) loss_rec_sfr: 0.2710 (0.2983) loss_cl: -0.2782 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [19:24:11.269979] Epoch: [124] [2240/2904] eta: 0:08:20 lr: 0.002327 loss: 0.1897 (0.2002) loss_rec_all: 0.2154 (0.2260) loss_rec_sfr: 0.2797 (0.2984) loss_cl: -0.2774 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [19:24:26.178304] Epoch: [124] [2260/2904] eta: 0:08:05 lr: 0.002327 loss: 0.1907 (0.2002) loss_rec_all: 0.2166 (0.2260) loss_rec_sfr: 0.2739 (0.2984) loss_cl: -0.2792 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [19:24:41.086992] Epoch: [124] [2280/2904] eta: 0:07:50 lr: 0.002327 loss: 0.1828 (0.2001) loss_rec_all: 0.2089 (0.2259) loss_rec_sfr: 0.2318 (0.2980) loss_cl: -0.2793 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [19:24:56.001092] Epoch: [124] [2300/2904] eta: 0:07:35 lr: 0.002327 loss: 0.1894 (0.2001) loss_rec_all: 0.2153 (0.2259) loss_rec_sfr: 0.2583 (0.2978) loss_cl: -0.2798 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [19:25:10.916885] Epoch: [124] [2320/2904] eta: 0:07:20 lr: 0.002327 loss: 0.1874 (0.2001) loss_rec_all: 0.2132 (0.2258) loss_rec_sfr: 0.2306 (0.2977) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [19:25:25.832519] Epoch: [124] [2340/2904] eta: 0:07:04 lr: 0.002327 loss: 0.1933 (0.2001) loss_rec_all: 0.2188 (0.2259) loss_rec_sfr: 0.2820 (0.2977) loss_cl: -0.2783 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [19:25:40.750934] Epoch: [124] [2360/2904] eta: 0:06:49 lr: 0.002327 loss: 0.1866 (0.2001) loss_rec_all: 0.2127 (0.2259) loss_rec_sfr: 0.2855 (0.2979) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [19:25:55.666685] Epoch: [124] [2380/2904] eta: 0:06:34 lr: 0.002327 loss: 0.1876 (0.2001) loss_rec_all: 0.2134 (0.2259) loss_rec_sfr: 0.2740 (0.2979) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [19:26:10.584883] Epoch: [124] [2400/2904] eta: 0:06:19 lr: 0.002327 loss: 0.1897 (0.2001) loss_rec_all: 0.2156 (0.2258) loss_rec_sfr: 0.2749 (0.2978) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [19:26:25.499239] Epoch: [124] [2420/2904] eta: 0:06:04 lr: 0.002327 loss: 0.1871 (0.2000) loss_rec_all: 0.2136 (0.2258) loss_rec_sfr: 0.2400 (0.2976) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [19:26:40.408233] Epoch: [124] [2440/2904] eta: 0:05:49 lr: 0.002327 loss: 0.1924 (0.2001) loss_rec_all: 0.2185 (0.2259) loss_rec_sfr: 0.2735 (0.2977) loss_cl: -0.2786 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [19:26:55.323710] Epoch: [124] [2460/2904] eta: 0:05:34 lr: 0.002327 loss: 0.1875 (0.2001) loss_rec_all: 0.2138 (0.2259) loss_rec_sfr: 0.2710 (0.2977) loss_cl: -0.2783 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [19:27:10.242386] Epoch: [124] [2480/2904] eta: 0:05:19 lr: 0.002327 loss: 0.1867 (0.2000) loss_rec_all: 0.2124 (0.2258) loss_rec_sfr: 0.2799 (0.2976) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [19:27:25.153636] Epoch: [124] [2500/2904] eta: 0:05:04 lr: 0.002327 loss: 0.1908 (0.2000) loss_rec_all: 0.2167 (0.2258) loss_rec_sfr: 0.2671 (0.2974) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [19:27:40.065407] Epoch: [124] [2520/2904] eta: 0:04:49 lr: 0.002327 loss: 0.1937 (0.2001) loss_rec_all: 0.2199 (0.2258) loss_rec_sfr: 0.2799 (0.2976) loss_cl: -0.2785 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [19:27:54.977182] Epoch: [124] [2540/2904] eta: 0:04:34 lr: 0.002327 loss: 0.1905 (0.2000) loss_rec_all: 0.2163 (0.2258) loss_rec_sfr: 0.2920 (0.2976) loss_cl: -0.2798 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [19:28:09.895954] Epoch: [124] [2560/2904] eta: 0:04:18 lr: 0.002327 loss: 0.1906 (0.2001) loss_rec_all: 0.2166 (0.2259) loss_rec_sfr: 0.2864 (0.2979) loss_cl: -0.2795 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [19:28:24.811798] Epoch: [124] [2580/2904] eta: 0:04:03 lr: 0.002327 loss: 0.1888 (0.2001) loss_rec_all: 0.2146 (0.2259) loss_rec_sfr: 0.2855 (0.2981) loss_cl: -0.2781 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [19:28:39.726460] Epoch: [124] [2600/2904] eta: 0:03:48 lr: 0.002327 loss: 0.1896 (0.2002) loss_rec_all: 0.2153 (0.2260) loss_rec_sfr: 0.2841 (0.2983) loss_cl: -0.2778 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [19:28:54.646356] Epoch: [124] [2620/2904] eta: 0:03:33 lr: 0.002327 loss: 0.1942 (0.2002) loss_rec_all: 0.2203 (0.2260) loss_rec_sfr: 0.2782 (0.2985) loss_cl: -0.2779 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [19:29:09.571238] Epoch: [124] [2640/2904] eta: 0:03:18 lr: 0.002327 loss: 0.1887 (0.2002) loss_rec_all: 0.2146 (0.2260) loss_rec_sfr: 0.2750 (0.2985) loss_cl: -0.2791 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [19:29:24.487866] Epoch: [124] [2660/2904] eta: 0:03:03 lr: 0.002327 loss: 0.1880 (0.2002) loss_rec_all: 0.2144 (0.2260) loss_rec_sfr: 0.2384 (0.2982) loss_cl: -0.2794 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [19:29:39.405281] Epoch: [124] [2680/2904] eta: 0:02:48 lr: 0.002327 loss: 0.1875 (0.2002) loss_rec_all: 0.2138 (0.2259) loss_rec_sfr: 0.2560 (0.2981) loss_cl: -0.2793 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [19:29:54.330551] Epoch: [124] [2700/2904] eta: 0:02:33 lr: 0.002327 loss: 0.1885 (0.2001) loss_rec_all: 0.2142 (0.2259) loss_rec_sfr: 0.2970 (0.2980) loss_cl: -0.2785 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [19:30:09.254116] Epoch: [124] [2720/2904] eta: 0:02:18 lr: 0.002327 loss: 0.1895 (0.2001) loss_rec_all: 0.2154 (0.2259) loss_rec_sfr: 0.2769 (0.2980) loss_cl: -0.2788 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [19:30:24.179741] Epoch: [124] [2740/2904] eta: 0:02:03 lr: 0.002327 loss: 0.1931 (0.2002) loss_rec_all: 0.2192 (0.2260) loss_rec_sfr: 0.2681 (0.2981) loss_cl: -0.2782 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [19:30:39.094292] Epoch: [124] [2760/2904] eta: 0:01:48 lr: 0.002327 loss: 0.1904 (0.2001) loss_rec_all: 0.2161 (0.2259) loss_rec_sfr: 0.2913 (0.2980) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [19:30:54.009509] Epoch: [124] [2780/2904] eta: 0:01:33 lr: 0.002327 loss: 0.1866 (0.2001) loss_rec_all: 0.2131 (0.2258) loss_rec_sfr: 0.2701 (0.2979) loss_cl: -0.2798 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [19:31:08.927161] Epoch: [124] [2800/2904] eta: 0:01:18 lr: 0.002327 loss: 0.1862 (0.2000) loss_rec_all: 0.2122 (0.2258) loss_rec_sfr: 0.2855 (0.2978) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [19:31:23.849219] Epoch: [124] [2820/2904] eta: 0:01:03 lr: 0.002327 loss: 0.1951 (0.2001) loss_rec_all: 0.2212 (0.2259) loss_rec_sfr: 0.2793 (0.2980) loss_cl: -0.2782 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [19:31:38.789036] Epoch: [124] [2840/2904] eta: 0:00:48 lr: 0.002327 loss: 0.1907 (0.2001) loss_rec_all: 0.2163 (0.2259) loss_rec_sfr: 0.2828 (0.2980) loss_cl: -0.2783 (-0.2788) time: 0.7469 data: 0.0023 max mem: 29860 [19:31:53.685026] Epoch: [124] [2860/2904] eta: 0:00:33 lr: 0.002327 loss: 0.1954 (0.2001) loss_rec_all: 0.2214 (0.2259) loss_rec_sfr: 0.2703 (0.2979) loss_cl: -0.2792 (-0.2788) time: 0.7448 data: 0.0001 max mem: 29860 [19:32:08.577682] Epoch: [124] [2880/2904] eta: 0:00:18 lr: 0.002327 loss: 0.1911 (0.2001) loss_rec_all: 0.2172 (0.2259) loss_rec_sfr: 0.2829 (0.2979) loss_cl: -0.2792 (-0.2788) time: 0.7446 data: 0.0001 max mem: 29860 [19:32:23.474531] Epoch: [124] [2900/2904] eta: 0:00:03 lr: 0.002327 loss: 0.1886 (0.2001) loss_rec_all: 0.2148 (0.2258) loss_rec_sfr: 0.2753 (0.2978) loss_cl: -0.2784 (-0.2788) time: 0.7448 data: 0.0001 max mem: 29860 [19:32:25.716489] Epoch: [124] [2903/2904] eta: 0:00:00 lr: 0.002327 loss: 0.1886 (0.2001) loss_rec_all: 0.2148 (0.2259) loss_rec_sfr: 0.2753 (0.2979) loss_cl: -0.2782 (-0.2788) time: 0.7448 data: 0.0001 max mem: 29860 [19:32:27.897315] Epoch: [124] Total time: 0:36:25 (0.7527 s / it) [19:32:27.899240] Averaged stats: lr: 0.002327 loss: 0.1886 (0.2025) loss_rec_all: 0.2148 (0.2259) loss_rec_sfr: 0.2753 (0.2983) loss_cl: -0.2782 (-0.2555) [19:32:27.907027] log_dir: ./checkpoint/VF2_ViT-B [19:32:45.147396] Epoch: [125] [ 0/2904] eta: 13:54:24 lr: 0.002327 loss: 0.1882 (0.1882) loss_rec_all: 0.2141 (0.2141) loss_rec_sfr: 0.2678 (0.2678) loss_cl: -0.2783 (-0.2783) time: 17.2397 data: 16.5084 max mem: 29860 [19:33:02.891256] Epoch: [125] [ 20/2904] eta: 1:20:04 lr: 0.002327 loss: 0.1898 (0.2032) loss_rec_all: 0.2155 (0.2289) loss_rec_sfr: 0.2807 (0.3063) loss_cl: -0.2784 (-0.2781) time: 0.8872 data: 0.0002 max mem: 29860 [19:33:17.783572] Epoch: [125] [ 40/2904] eta: 0:58:03 lr: 0.002327 loss: 0.1883 (0.2018) loss_rec_all: 0.2141 (0.2275) loss_rec_sfr: 0.2918 (0.3079) loss_cl: -0.2789 (-0.2784) time: 0.7446 data: 0.0002 max mem: 29860 [19:33:32.687950] Epoch: [125] [ 60/2904] eta: 0:50:20 lr: 0.002327 loss: 0.1890 (0.2005) loss_rec_all: 0.2154 (0.2263) loss_rec_sfr: 0.2461 (0.2993) loss_cl: -0.2790 (-0.2787) time: 0.7452 data: 0.0002 max mem: 29860 [19:33:47.614407] Epoch: [125] [ 80/2904] eta: 0:46:18 lr: 0.002327 loss: 0.1870 (0.1988) loss_rec_all: 0.2131 (0.2246) loss_rec_sfr: 0.2758 (0.2955) loss_cl: -0.2789 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [19:34:02.579599] Epoch: [125] [ 100/2904] eta: 0:43:48 lr: 0.002327 loss: 0.1913 (0.1988) loss_rec_all: 0.2174 (0.2246) loss_rec_sfr: 0.2738 (0.2943) loss_cl: -0.2793 (-0.2788) time: 0.7482 data: 0.0002 max mem: 29860 [19:34:17.537664] Epoch: [125] [ 120/2904] eta: 0:42:02 lr: 0.002327 loss: 0.1898 (0.2003) loss_rec_all: 0.2159 (0.2261) loss_rec_sfr: 0.2800 (0.3000) loss_cl: -0.2793 (-0.2789) time: 0.7479 data: 0.0002 max mem: 29860 [19:34:32.488131] Epoch: [125] [ 140/2904] eta: 0:40:42 lr: 0.002327 loss: 0.1891 (0.1995) loss_rec_all: 0.2149 (0.2253) loss_rec_sfr: 0.2810 (0.2985) loss_cl: -0.2781 (-0.2787) time: 0.7475 data: 0.0002 max mem: 29860 [19:34:47.430489] Epoch: [125] [ 160/2904] eta: 0:39:37 lr: 0.002327 loss: 0.1884 (0.1999) loss_rec_all: 0.2147 (0.2257) loss_rec_sfr: 0.2820 (0.3002) loss_cl: -0.2787 (-0.2787) time: 0.7471 data: 0.0002 max mem: 29860 [19:35:02.401874] Epoch: [125] [ 180/2904] eta: 0:38:44 lr: 0.002327 loss: 0.1870 (0.1989) loss_rec_all: 0.2131 (0.2247) loss_rec_sfr: 0.2766 (0.2978) loss_cl: -0.2791 (-0.2788) time: 0.7485 data: 0.0002 max mem: 29860 [19:35:17.348602] Epoch: [125] [ 200/2904] eta: 0:37:59 lr: 0.002327 loss: 0.1876 (0.1994) loss_rec_all: 0.2138 (0.2252) loss_rec_sfr: 0.2700 (0.2988) loss_cl: -0.2786 (-0.2788) time: 0.7473 data: 0.0002 max mem: 29860 [19:35:32.304809] Epoch: [125] [ 220/2904] eta: 0:37:19 lr: 0.002327 loss: 0.1910 (0.1990) loss_rec_all: 0.2174 (0.2248) loss_rec_sfr: 0.2747 (0.2964) loss_cl: -0.2788 (-0.2788) time: 0.7477 data: 0.0002 max mem: 29860 [19:35:47.245055] Epoch: [125] [ 240/2904] eta: 0:36:43 lr: 0.002327 loss: 0.1860 (0.1982) loss_rec_all: 0.2124 (0.2241) loss_rec_sfr: 0.2455 (0.2935) loss_cl: -0.2785 (-0.2787) time: 0.7470 data: 0.0002 max mem: 29860 [19:36:02.189429] Epoch: [125] [ 260/2904] eta: 0:36:10 lr: 0.002327 loss: 0.1891 (0.1977) loss_rec_all: 0.2150 (0.2236) loss_rec_sfr: 0.2849 (0.2922) loss_cl: -0.2793 (-0.2788) time: 0.7472 data: 0.0002 max mem: 29860 [19:36:17.124680] Epoch: [125] [ 280/2904] eta: 0:35:40 lr: 0.002327 loss: 0.1876 (0.1977) loss_rec_all: 0.2141 (0.2236) loss_rec_sfr: 0.2797 (0.2922) loss_cl: -0.2794 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [19:36:32.053683] Epoch: [125] [ 300/2904] eta: 0:35:12 lr: 0.002327 loss: 0.1866 (0.1978) loss_rec_all: 0.2126 (0.2237) loss_rec_sfr: 0.2886 (0.2928) loss_cl: -0.2794 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [19:36:46.969276] Epoch: [125] [ 320/2904] eta: 0:34:45 lr: 0.002326 loss: 0.1858 (0.1976) loss_rec_all: 0.2118 (0.2234) loss_rec_sfr: 0.2527 (0.2917) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [19:37:01.892868] Epoch: [125] [ 340/2904] eta: 0:34:19 lr: 0.002326 loss: 0.1902 (0.1976) loss_rec_all: 0.2165 (0.2234) loss_rec_sfr: 0.2877 (0.2921) loss_cl: -0.2796 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [19:37:16.833545] Epoch: [125] [ 360/2904] eta: 0:33:55 lr: 0.002326 loss: 0.1863 (0.1973) loss_rec_all: 0.2128 (0.2231) loss_rec_sfr: 0.2705 (0.2909) loss_cl: -0.2789 (-0.2788) time: 0.7470 data: 0.0002 max mem: 29860 [19:37:31.762999] Epoch: [125] [ 380/2904] eta: 0:33:32 lr: 0.002326 loss: 0.1908 (0.1975) loss_rec_all: 0.2167 (0.2234) loss_rec_sfr: 0.2808 (0.2915) loss_cl: -0.2793 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [19:37:46.683511] Epoch: [125] [ 400/2904] eta: 0:33:10 lr: 0.002326 loss: 0.1885 (0.1973) loss_rec_all: 0.2144 (0.2231) loss_rec_sfr: 0.2747 (0.2907) loss_cl: -0.2793 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [19:38:01.605929] Epoch: [125] [ 420/2904] eta: 0:32:48 lr: 0.002326 loss: 0.1889 (0.1975) loss_rec_all: 0.2148 (0.2233) loss_rec_sfr: 0.2717 (0.2912) loss_cl: -0.2783 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [19:38:16.526170] Epoch: [125] [ 440/2904] eta: 0:32:27 lr: 0.002326 loss: 0.1930 (0.1979) loss_rec_all: 0.2188 (0.2237) loss_rec_sfr: 0.2827 (0.2923) loss_cl: -0.2783 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [19:38:31.452895] Epoch: [125] [ 460/2904] eta: 0:32:07 lr: 0.002326 loss: 0.1942 (0.1982) loss_rec_all: 0.2199 (0.2240) loss_rec_sfr: 0.2882 (0.2932) loss_cl: -0.2783 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [19:38:46.375057] Epoch: [125] [ 480/2904] eta: 0:31:47 lr: 0.002326 loss: 0.1907 (0.1981) loss_rec_all: 0.2166 (0.2239) loss_rec_sfr: 0.2803 (0.2932) loss_cl: -0.2791 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [19:39:01.293515] Epoch: [125] [ 500/2904] eta: 0:31:27 lr: 0.002326 loss: 0.1895 (0.1981) loss_rec_all: 0.2156 (0.2239) loss_rec_sfr: 0.2781 (0.2932) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [19:39:16.208363] Epoch: [125] [ 520/2904] eta: 0:31:08 lr: 0.002326 loss: 0.1880 (0.1979) loss_rec_all: 0.2139 (0.2238) loss_rec_sfr: 0.2763 (0.2929) loss_cl: -0.2793 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [19:39:31.125411] Epoch: [125] [ 540/2904] eta: 0:30:49 lr: 0.002326 loss: 0.1859 (0.1978) loss_rec_all: 0.2123 (0.2236) loss_rec_sfr: 0.2641 (0.2922) loss_cl: -0.2793 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [19:39:46.049829] Epoch: [125] [ 560/2904] eta: 0:30:30 lr: 0.002326 loss: 0.1876 (0.1979) loss_rec_all: 0.2137 (0.2237) loss_rec_sfr: 0.2844 (0.2928) loss_cl: -0.2793 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [19:40:00.984387] Epoch: [125] [ 580/2904] eta: 0:30:12 lr: 0.002326 loss: 0.1891 (0.1979) loss_rec_all: 0.2153 (0.2237) loss_rec_sfr: 0.2701 (0.2927) loss_cl: -0.2793 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [19:40:15.905449] Epoch: [125] [ 600/2904] eta: 0:29:54 lr: 0.002326 loss: 0.1881 (0.1980) loss_rec_all: 0.2142 (0.2239) loss_rec_sfr: 0.2382 (0.2927) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [19:40:30.828192] Epoch: [125] [ 620/2904] eta: 0:29:36 lr: 0.002326 loss: 0.1863 (0.1981) loss_rec_all: 0.2125 (0.2240) loss_rec_sfr: 0.2809 (0.2930) loss_cl: -0.2791 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [19:40:45.747054] Epoch: [125] [ 640/2904] eta: 0:29:18 lr: 0.002326 loss: 0.1896 (0.1982) loss_rec_all: 0.2157 (0.2240) loss_rec_sfr: 0.2732 (0.2933) loss_cl: -0.2781 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [19:41:00.673096] Epoch: [125] [ 660/2904] eta: 0:29:00 lr: 0.002326 loss: 0.1867 (0.1982) loss_rec_all: 0.2133 (0.2241) loss_rec_sfr: 0.2478 (0.2932) loss_cl: -0.2788 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [19:41:15.597623] Epoch: [125] [ 680/2904] eta: 0:28:43 lr: 0.002326 loss: 0.1873 (0.1980) loss_rec_all: 0.2138 (0.2239) loss_rec_sfr: 0.2670 (0.2925) loss_cl: -0.2792 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [19:41:30.515998] Epoch: [125] [ 700/2904] eta: 0:28:25 lr: 0.002326 loss: 0.1907 (0.1982) loss_rec_all: 0.2164 (0.2240) loss_rec_sfr: 0.2823 (0.2930) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [19:41:45.438970] Epoch: [125] [ 720/2904] eta: 0:28:08 lr: 0.002326 loss: 0.1914 (0.1982) loss_rec_all: 0.2171 (0.2241) loss_rec_sfr: 0.2747 (0.2931) loss_cl: -0.2784 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [19:42:00.354794] Epoch: [125] [ 740/2904] eta: 0:27:51 lr: 0.002326 loss: 0.1934 (0.1987) loss_rec_all: 0.2196 (0.2245) loss_rec_sfr: 0.2885 (0.2945) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [19:42:15.265235] Epoch: [125] [ 760/2904] eta: 0:27:34 lr: 0.002326 loss: 0.1900 (0.1986) loss_rec_all: 0.2162 (0.2244) loss_rec_sfr: 0.2721 (0.2941) loss_cl: -0.2793 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [19:42:30.179917] Epoch: [125] [ 780/2904] eta: 0:27:17 lr: 0.002326 loss: 0.1937 (0.1987) loss_rec_all: 0.2198 (0.2246) loss_rec_sfr: 0.2848 (0.2947) loss_cl: -0.2795 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [19:42:45.100711] Epoch: [125] [ 800/2904] eta: 0:27:01 lr: 0.002326 loss: 0.1883 (0.1987) loss_rec_all: 0.2147 (0.2245) loss_rec_sfr: 0.2486 (0.2945) loss_cl: -0.2792 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [19:43:00.018211] Epoch: [125] [ 820/2904] eta: 0:26:44 lr: 0.002326 loss: 0.1916 (0.1987) loss_rec_all: 0.2174 (0.2245) loss_rec_sfr: 0.2664 (0.2942) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [19:43:14.932564] Epoch: [125] [ 840/2904] eta: 0:26:27 lr: 0.002326 loss: 0.1923 (0.1987) loss_rec_all: 0.2180 (0.2245) loss_rec_sfr: 0.2897 (0.2945) loss_cl: -0.2775 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [19:43:29.851338] Epoch: [125] [ 860/2904] eta: 0:26:11 lr: 0.002326 loss: 0.1900 (0.1989) loss_rec_all: 0.2155 (0.2247) loss_rec_sfr: 0.2748 (0.2951) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [19:43:44.764911] Epoch: [125] [ 880/2904] eta: 0:25:54 lr: 0.002326 loss: 0.1885 (0.1989) loss_rec_all: 0.2147 (0.2247) loss_rec_sfr: 0.2847 (0.2951) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [19:43:59.677285] Epoch: [125] [ 900/2904] eta: 0:25:38 lr: 0.002326 loss: 0.1906 (0.1988) loss_rec_all: 0.2166 (0.2246) loss_rec_sfr: 0.2744 (0.2948) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [19:44:14.585669] Epoch: [125] [ 920/2904] eta: 0:25:22 lr: 0.002326 loss: 0.1940 (0.1989) loss_rec_all: 0.2199 (0.2247) loss_rec_sfr: 0.2924 (0.2953) loss_cl: -0.2794 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [19:44:29.500554] Epoch: [125] [ 940/2904] eta: 0:25:05 lr: 0.002326 loss: 0.1921 (0.1991) loss_rec_all: 0.2179 (0.2249) loss_rec_sfr: 0.3004 (0.2959) loss_cl: -0.2793 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [19:44:44.419887] Epoch: [125] [ 960/2904] eta: 0:24:49 lr: 0.002326 loss: 0.1919 (0.1992) loss_rec_all: 0.2178 (0.2250) loss_rec_sfr: 0.2701 (0.2959) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [19:44:59.340670] Epoch: [125] [ 980/2904] eta: 0:24:33 lr: 0.002326 loss: 0.1876 (0.1991) loss_rec_all: 0.2138 (0.2249) loss_rec_sfr: 0.2908 (0.2961) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [19:45:14.252613] Epoch: [125] [1000/2904] eta: 0:24:17 lr: 0.002326 loss: 0.1890 (0.1992) loss_rec_all: 0.2155 (0.2250) loss_rec_sfr: 0.2726 (0.2963) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [19:45:29.165881] Epoch: [125] [1020/2904] eta: 0:24:01 lr: 0.002326 loss: 0.1867 (0.1992) loss_rec_all: 0.2129 (0.2250) loss_rec_sfr: 0.2670 (0.2959) loss_cl: -0.2796 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [19:45:44.080024] Epoch: [125] [1040/2904] eta: 0:23:45 lr: 0.002326 loss: 0.1855 (0.1991) loss_rec_all: 0.2120 (0.2250) loss_rec_sfr: 0.2708 (0.2960) loss_cl: -0.2796 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [19:45:58.992786] Epoch: [125] [1060/2904] eta: 0:23:29 lr: 0.002326 loss: 0.1912 (0.1991) loss_rec_all: 0.2171 (0.2249) loss_rec_sfr: 0.2681 (0.2959) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [19:46:13.911496] Epoch: [125] [1080/2904] eta: 0:23:13 lr: 0.002326 loss: 0.1895 (0.1991) loss_rec_all: 0.2150 (0.2249) loss_rec_sfr: 0.2921 (0.2960) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [19:46:28.831612] Epoch: [125] [1100/2904] eta: 0:22:57 lr: 0.002326 loss: 0.1890 (0.1990) loss_rec_all: 0.2153 (0.2248) loss_rec_sfr: 0.2474 (0.2954) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [19:46:43.747591] Epoch: [125] [1120/2904] eta: 0:22:41 lr: 0.002326 loss: 0.1876 (0.1989) loss_rec_all: 0.2143 (0.2247) loss_rec_sfr: 0.2835 (0.2953) loss_cl: -0.2795 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [19:46:58.669305] Epoch: [125] [1140/2904] eta: 0:22:26 lr: 0.002326 loss: 0.1879 (0.1988) loss_rec_all: 0.2136 (0.2247) loss_rec_sfr: 0.2671 (0.2949) loss_cl: -0.2791 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [19:47:13.581742] Epoch: [125] [1160/2904] eta: 0:22:10 lr: 0.002326 loss: 0.1878 (0.1989) loss_rec_all: 0.2141 (0.2248) loss_rec_sfr: 0.2780 (0.2953) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [19:47:28.489937] Epoch: [125] [1180/2904] eta: 0:21:54 lr: 0.002326 loss: 0.1997 (0.1992) loss_rec_all: 0.2257 (0.2250) loss_rec_sfr: 0.2789 (0.2959) loss_cl: -0.2790 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [19:47:43.397489] Epoch: [125] [1200/2904] eta: 0:21:38 lr: 0.002326 loss: 0.1889 (0.1991) loss_rec_all: 0.2149 (0.2249) loss_rec_sfr: 0.2691 (0.2956) loss_cl: -0.2797 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [19:47:58.307559] Epoch: [125] [1220/2904] eta: 0:21:23 lr: 0.002326 loss: 0.1952 (0.1992) loss_rec_all: 0.2214 (0.2250) loss_rec_sfr: 0.2795 (0.2958) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [19:48:13.222617] Epoch: [125] [1240/2904] eta: 0:21:07 lr: 0.002326 loss: 0.1894 (0.1993) loss_rec_all: 0.2154 (0.2251) loss_rec_sfr: 0.2753 (0.2961) loss_cl: -0.2783 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [19:48:28.137046] Epoch: [125] [1260/2904] eta: 0:20:51 lr: 0.002326 loss: 0.1870 (0.1993) loss_rec_all: 0.2132 (0.2251) loss_rec_sfr: 0.2466 (0.2959) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [19:48:43.052567] Epoch: [125] [1280/2904] eta: 0:20:36 lr: 0.002326 loss: 0.1901 (0.1992) loss_rec_all: 0.2161 (0.2250) loss_rec_sfr: 0.2761 (0.2956) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [19:48:57.971324] Epoch: [125] [1300/2904] eta: 0:20:20 lr: 0.002326 loss: 0.1890 (0.1992) loss_rec_all: 0.2153 (0.2250) loss_rec_sfr: 0.2676 (0.2955) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [19:49:12.893886] Epoch: [125] [1320/2904] eta: 0:20:05 lr: 0.002326 loss: 0.1936 (0.1993) loss_rec_all: 0.2196 (0.2251) loss_rec_sfr: 0.2821 (0.2959) loss_cl: -0.2786 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [19:49:27.816273] Epoch: [125] [1340/2904] eta: 0:19:49 lr: 0.002326 loss: 0.1893 (0.1993) loss_rec_all: 0.2151 (0.2251) loss_rec_sfr: 0.2885 (0.2959) loss_cl: -0.2790 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [19:49:42.735038] Epoch: [125] [1360/2904] eta: 0:19:33 lr: 0.002326 loss: 0.1869 (0.1994) loss_rec_all: 0.2133 (0.2252) loss_rec_sfr: 0.2896 (0.2962) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [19:49:57.652629] Epoch: [125] [1380/2904] eta: 0:19:18 lr: 0.002326 loss: 0.1924 (0.1994) loss_rec_all: 0.2186 (0.2252) loss_rec_sfr: 0.2796 (0.2962) loss_cl: -0.2782 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [19:50:12.571359] Epoch: [125] [1400/2904] eta: 0:19:02 lr: 0.002326 loss: 0.1917 (0.1994) loss_rec_all: 0.2176 (0.2252) loss_rec_sfr: 0.2744 (0.2963) loss_cl: -0.2794 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [19:50:27.491112] Epoch: [125] [1420/2904] eta: 0:18:47 lr: 0.002326 loss: 0.1868 (0.1994) loss_rec_all: 0.2127 (0.2252) loss_rec_sfr: 0.2620 (0.2960) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [19:50:42.407202] Epoch: [125] [1440/2904] eta: 0:18:31 lr: 0.002326 loss: 0.1917 (0.1993) loss_rec_all: 0.2175 (0.2251) loss_rec_sfr: 0.2885 (0.2961) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [19:50:57.324858] Epoch: [125] [1460/2904] eta: 0:18:16 lr: 0.002326 loss: 0.1877 (0.1993) loss_rec_all: 0.2135 (0.2251) loss_rec_sfr: 0.2871 (0.2961) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [19:51:12.241188] Epoch: [125] [1480/2904] eta: 0:18:01 lr: 0.002326 loss: 0.1923 (0.1993) loss_rec_all: 0.2189 (0.2251) loss_rec_sfr: 0.2774 (0.2959) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [19:51:27.155218] Epoch: [125] [1500/2904] eta: 0:17:45 lr: 0.002326 loss: 0.1861 (0.1993) loss_rec_all: 0.2126 (0.2251) loss_rec_sfr: 0.2724 (0.2958) loss_cl: -0.2798 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [19:51:42.063365] Epoch: [125] [1520/2904] eta: 0:17:30 lr: 0.002326 loss: 0.1919 (0.1993) loss_rec_all: 0.2180 (0.2251) loss_rec_sfr: 0.2762 (0.2958) loss_cl: -0.2800 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [19:51:56.972494] Epoch: [125] [1540/2904] eta: 0:17:14 lr: 0.002326 loss: 0.1873 (0.1992) loss_rec_all: 0.2135 (0.2250) loss_rec_sfr: 0.2571 (0.2954) loss_cl: -0.2794 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [19:52:11.889089] Epoch: [125] [1560/2904] eta: 0:16:59 lr: 0.002326 loss: 0.1906 (0.1992) loss_rec_all: 0.2164 (0.2250) loss_rec_sfr: 0.2780 (0.2954) loss_cl: -0.2782 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [19:52:26.805313] Epoch: [125] [1580/2904] eta: 0:16:43 lr: 0.002326 loss: 0.1873 (0.1991) loss_rec_all: 0.2135 (0.2249) loss_rec_sfr: 0.2652 (0.2951) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [19:52:41.716418] Epoch: [125] [1600/2904] eta: 0:16:28 lr: 0.002326 loss: 0.1902 (0.1991) loss_rec_all: 0.2162 (0.2249) loss_rec_sfr: 0.2702 (0.2951) loss_cl: -0.2794 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [19:52:56.631618] Epoch: [125] [1620/2904] eta: 0:16:13 lr: 0.002326 loss: 0.1901 (0.1992) loss_rec_all: 0.2159 (0.2250) loss_rec_sfr: 0.2462 (0.2951) loss_cl: -0.2797 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [19:53:11.545793] Epoch: [125] [1640/2904] eta: 0:15:57 lr: 0.002326 loss: 0.1856 (0.1991) loss_rec_all: 0.2116 (0.2249) loss_rec_sfr: 0.2788 (0.2948) loss_cl: -0.2782 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [19:53:26.461568] Epoch: [125] [1660/2904] eta: 0:15:42 lr: 0.002326 loss: 0.1912 (0.1992) loss_rec_all: 0.2168 (0.2250) loss_rec_sfr: 0.2964 (0.2952) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [19:53:41.374871] Epoch: [125] [1680/2904] eta: 0:15:27 lr: 0.002326 loss: 0.1933 (0.1992) loss_rec_all: 0.2192 (0.2250) loss_rec_sfr: 0.2734 (0.2951) loss_cl: -0.2798 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [19:53:56.290149] Epoch: [125] [1700/2904] eta: 0:15:11 lr: 0.002326 loss: 0.1898 (0.1994) loss_rec_all: 0.2156 (0.2252) loss_rec_sfr: 0.3029 (0.2957) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [19:54:11.220619] Epoch: [125] [1720/2904] eta: 0:14:56 lr: 0.002326 loss: 0.1901 (0.1995) loss_rec_all: 0.2166 (0.2253) loss_rec_sfr: 0.2861 (0.2961) loss_cl: -0.2781 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [19:54:26.138976] Epoch: [125] [1740/2904] eta: 0:14:41 lr: 0.002326 loss: 0.1902 (0.1994) loss_rec_all: 0.2159 (0.2252) loss_rec_sfr: 0.2725 (0.2959) loss_cl: -0.2782 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [19:54:41.053978] Epoch: [125] [1760/2904] eta: 0:14:26 lr: 0.002326 loss: 0.1891 (0.1994) loss_rec_all: 0.2147 (0.2252) loss_rec_sfr: 0.2809 (0.2959) loss_cl: -0.2779 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [19:54:55.968070] Epoch: [125] [1780/2904] eta: 0:14:10 lr: 0.002326 loss: 0.1900 (0.1994) loss_rec_all: 0.2162 (0.2252) loss_rec_sfr: 0.2658 (0.2957) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [19:55:10.876689] Epoch: [125] [1800/2904] eta: 0:13:55 lr: 0.002326 loss: 0.1869 (0.1993) loss_rec_all: 0.2136 (0.2252) loss_rec_sfr: 0.2668 (0.2955) loss_cl: -0.2791 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [19:55:25.786708] Epoch: [125] [1820/2904] eta: 0:13:40 lr: 0.002326 loss: 0.1973 (0.1994) loss_rec_all: 0.2234 (0.2252) loss_rec_sfr: 0.2783 (0.2955) loss_cl: -0.2785 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [19:55:40.702399] Epoch: [125] [1840/2904] eta: 0:13:24 lr: 0.002326 loss: 0.1891 (0.1994) loss_rec_all: 0.2150 (0.2252) loss_rec_sfr: 0.2795 (0.2955) loss_cl: -0.2782 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [19:55:55.620347] Epoch: [125] [1860/2904] eta: 0:13:09 lr: 0.002326 loss: 0.1908 (0.1994) loss_rec_all: 0.2167 (0.2252) loss_rec_sfr: 0.2686 (0.2955) loss_cl: -0.2784 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [19:56:10.535359] Epoch: [125] [1880/2904] eta: 0:12:54 lr: 0.002326 loss: 0.1896 (0.1994) loss_rec_all: 0.2158 (0.2253) loss_rec_sfr: 0.2913 (0.2958) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [19:56:25.455210] Epoch: [125] [1900/2904] eta: 0:12:39 lr: 0.002326 loss: 0.1879 (0.1994) loss_rec_all: 0.2137 (0.2252) loss_rec_sfr: 0.2745 (0.2956) loss_cl: -0.2783 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [19:56:40.370315] Epoch: [125] [1920/2904] eta: 0:12:23 lr: 0.002326 loss: 0.1891 (0.1994) loss_rec_all: 0.2154 (0.2252) loss_rec_sfr: 0.2602 (0.2957) loss_cl: -0.2796 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [19:56:55.289982] Epoch: [125] [1940/2904] eta: 0:12:08 lr: 0.002326 loss: 0.1980 (0.1996) loss_rec_all: 0.2239 (0.2254) loss_rec_sfr: 0.2968 (0.2962) loss_cl: -0.2794 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [19:57:10.205391] Epoch: [125] [1960/2904] eta: 0:11:53 lr: 0.002326 loss: 0.1905 (0.1996) loss_rec_all: 0.2166 (0.2254) loss_rec_sfr: 0.2727 (0.2960) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [19:57:25.117227] Epoch: [125] [1980/2904] eta: 0:11:38 lr: 0.002326 loss: 0.1901 (0.1996) loss_rec_all: 0.2162 (0.2254) loss_rec_sfr: 0.2734 (0.2959) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [19:57:40.029618] Epoch: [125] [2000/2904] eta: 0:11:23 lr: 0.002326 loss: 0.2030 (0.1997) loss_rec_all: 0.2290 (0.2255) loss_rec_sfr: 0.2791 (0.2963) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [19:57:54.943196] Epoch: [125] [2020/2904] eta: 0:11:07 lr: 0.002325 loss: 0.1884 (0.1997) loss_rec_all: 0.2146 (0.2255) loss_rec_sfr: 0.2880 (0.2962) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [19:58:09.863802] Epoch: [125] [2040/2904] eta: 0:10:52 lr: 0.002325 loss: 0.1898 (0.1997) loss_rec_all: 0.2156 (0.2255) loss_rec_sfr: 0.2943 (0.2965) loss_cl: -0.2792 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [19:58:24.784654] Epoch: [125] [2060/2904] eta: 0:10:37 lr: 0.002325 loss: 0.1854 (0.1996) loss_rec_all: 0.2116 (0.2254) loss_rec_sfr: 0.2459 (0.2961) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [19:58:39.709960] Epoch: [125] [2080/2904] eta: 0:10:22 lr: 0.002325 loss: 0.1900 (0.1995) loss_rec_all: 0.2158 (0.2253) loss_rec_sfr: 0.2688 (0.2958) loss_cl: -0.2782 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [19:58:54.627590] Epoch: [125] [2100/2904] eta: 0:10:07 lr: 0.002325 loss: 0.1885 (0.1996) loss_rec_all: 0.2142 (0.2254) loss_rec_sfr: 0.2932 (0.2960) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [19:59:09.551712] Epoch: [125] [2120/2904] eta: 0:09:51 lr: 0.002325 loss: 0.1880 (0.1995) loss_rec_all: 0.2137 (0.2253) loss_rec_sfr: 0.2701 (0.2959) loss_cl: -0.2792 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [19:59:24.474798] Epoch: [125] [2140/2904] eta: 0:09:36 lr: 0.002325 loss: 0.1896 (0.1995) loss_rec_all: 0.2155 (0.2254) loss_rec_sfr: 0.2625 (0.2959) loss_cl: -0.2786 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [19:59:39.393094] Epoch: [125] [2160/2904] eta: 0:09:21 lr: 0.002325 loss: 0.1905 (0.1995) loss_rec_all: 0.2169 (0.2253) loss_rec_sfr: 0.2695 (0.2958) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [19:59:54.311988] Epoch: [125] [2180/2904] eta: 0:09:06 lr: 0.002325 loss: 0.1895 (0.1995) loss_rec_all: 0.2158 (0.2253) loss_rec_sfr: 0.2724 (0.2957) loss_cl: -0.2797 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [20:00:09.234087] Epoch: [125] [2200/2904] eta: 0:08:51 lr: 0.002325 loss: 0.1900 (0.1995) loss_rec_all: 0.2163 (0.2253) loss_rec_sfr: 0.2779 (0.2956) loss_cl: -0.2788 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [20:00:24.159116] Epoch: [125] [2220/2904] eta: 0:08:36 lr: 0.002325 loss: 0.1887 (0.1996) loss_rec_all: 0.2151 (0.2254) loss_rec_sfr: 0.2949 (0.2960) loss_cl: -0.2781 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [20:00:39.078687] Epoch: [125] [2240/2904] eta: 0:08:21 lr: 0.002325 loss: 0.1952 (0.1997) loss_rec_all: 0.2210 (0.2255) loss_rec_sfr: 0.2974 (0.2964) loss_cl: -0.2783 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [20:00:53.998935] Epoch: [125] [2260/2904] eta: 0:08:05 lr: 0.002325 loss: 0.1913 (0.1997) loss_rec_all: 0.2175 (0.2255) loss_rec_sfr: 0.2772 (0.2964) loss_cl: -0.2792 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [20:01:08.920373] Epoch: [125] [2280/2904] eta: 0:07:50 lr: 0.002325 loss: 0.1921 (0.1997) loss_rec_all: 0.2182 (0.2255) loss_rec_sfr: 0.2869 (0.2966) loss_cl: -0.2782 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [20:01:23.840655] Epoch: [125] [2300/2904] eta: 0:07:35 lr: 0.002325 loss: 0.1887 (0.1997) loss_rec_all: 0.2150 (0.2255) loss_rec_sfr: 0.2854 (0.2966) loss_cl: -0.2792 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [20:01:38.757591] Epoch: [125] [2320/2904] eta: 0:07:20 lr: 0.002325 loss: 0.1908 (0.1997) loss_rec_all: 0.2170 (0.2255) loss_rec_sfr: 0.2731 (0.2965) loss_cl: -0.2800 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [20:01:53.675117] Epoch: [125] [2340/2904] eta: 0:07:05 lr: 0.002325 loss: 0.1934 (0.1998) loss_rec_all: 0.2189 (0.2256) loss_rec_sfr: 0.2957 (0.2968) loss_cl: -0.2778 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [20:02:08.588406] Epoch: [125] [2360/2904] eta: 0:06:50 lr: 0.002325 loss: 0.1928 (0.1998) loss_rec_all: 0.2184 (0.2256) loss_rec_sfr: 0.2887 (0.2970) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [20:02:23.501681] Epoch: [125] [2380/2904] eta: 0:06:35 lr: 0.002325 loss: 0.1898 (0.1998) loss_rec_all: 0.2160 (0.2256) loss_rec_sfr: 0.2678 (0.2968) loss_cl: -0.2782 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [20:02:38.419076] Epoch: [125] [2400/2904] eta: 0:06:20 lr: 0.002325 loss: 0.1914 (0.1998) loss_rec_all: 0.2178 (0.2256) loss_rec_sfr: 0.2781 (0.2969) loss_cl: -0.2783 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [20:02:53.345608] Epoch: [125] [2420/2904] eta: 0:06:04 lr: 0.002325 loss: 0.1933 (0.1999) loss_rec_all: 0.2191 (0.2257) loss_rec_sfr: 0.2873 (0.2972) loss_cl: -0.2790 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [20:03:08.259915] Epoch: [125] [2440/2904] eta: 0:05:49 lr: 0.002325 loss: 0.1871 (0.1999) loss_rec_all: 0.2128 (0.2257) loss_rec_sfr: 0.2897 (0.2973) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [20:03:23.184938] Epoch: [125] [2460/2904] eta: 0:05:34 lr: 0.002325 loss: 0.1896 (0.1999) loss_rec_all: 0.2160 (0.2257) loss_rec_sfr: 0.2650 (0.2972) loss_cl: -0.2788 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [20:03:38.101814] Epoch: [125] [2480/2904] eta: 0:05:19 lr: 0.002325 loss: 0.1900 (0.1999) loss_rec_all: 0.2162 (0.2257) loss_rec_sfr: 0.2702 (0.2971) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [20:03:53.015771] Epoch: [125] [2500/2904] eta: 0:05:04 lr: 0.002325 loss: 0.1865 (0.1998) loss_rec_all: 0.2126 (0.2256) loss_rec_sfr: 0.2700 (0.2969) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [20:04:07.926247] Epoch: [125] [2520/2904] eta: 0:04:49 lr: 0.002325 loss: 0.1884 (0.1999) loss_rec_all: 0.2143 (0.2256) loss_rec_sfr: 0.2900 (0.2971) loss_cl: -0.2791 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [20:04:22.843554] Epoch: [125] [2540/2904] eta: 0:04:34 lr: 0.002325 loss: 0.1956 (0.1999) loss_rec_all: 0.2214 (0.2257) loss_rec_sfr: 0.2779 (0.2971) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [20:04:37.762684] Epoch: [125] [2560/2904] eta: 0:04:19 lr: 0.002325 loss: 0.1901 (0.1999) loss_rec_all: 0.2162 (0.2257) loss_rec_sfr: 0.2668 (0.2970) loss_cl: -0.2780 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [20:04:52.678122] Epoch: [125] [2580/2904] eta: 0:04:04 lr: 0.002325 loss: 0.1938 (0.1999) loss_rec_all: 0.2201 (0.2257) loss_rec_sfr: 0.2883 (0.2972) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [20:05:07.601675] Epoch: [125] [2600/2904] eta: 0:03:49 lr: 0.002325 loss: 0.1945 (0.2000) loss_rec_all: 0.2206 (0.2258) loss_rec_sfr: 0.2762 (0.2974) loss_cl: -0.2792 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [20:05:22.519285] Epoch: [125] [2620/2904] eta: 0:03:33 lr: 0.002325 loss: 0.1892 (0.2000) loss_rec_all: 0.2151 (0.2258) loss_rec_sfr: 0.2723 (0.2973) loss_cl: -0.2782 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [20:05:37.447373] Epoch: [125] [2640/2904] eta: 0:03:18 lr: 0.002325 loss: 0.1918 (0.2000) loss_rec_all: 0.2177 (0.2258) loss_rec_sfr: 0.2710 (0.2974) loss_cl: -0.2791 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [20:05:52.374261] Epoch: [125] [2660/2904] eta: 0:03:03 lr: 0.002325 loss: 0.1970 (0.2001) loss_rec_all: 0.2229 (0.2259) loss_rec_sfr: 0.2784 (0.2975) loss_cl: -0.2795 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [20:06:07.291637] Epoch: [125] [2680/2904] eta: 0:02:48 lr: 0.002325 loss: 0.1895 (0.2001) loss_rec_all: 0.2157 (0.2259) loss_rec_sfr: 0.2703 (0.2975) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [20:06:22.212690] Epoch: [125] [2700/2904] eta: 0:02:33 lr: 0.002325 loss: 0.1889 (0.2001) loss_rec_all: 0.2148 (0.2259) loss_rec_sfr: 0.2871 (0.2975) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [20:06:37.126586] Epoch: [125] [2720/2904] eta: 0:02:18 lr: 0.002325 loss: 0.1864 (0.2000) loss_rec_all: 0.2123 (0.2258) loss_rec_sfr: 0.2594 (0.2973) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [20:06:52.040325] Epoch: [125] [2740/2904] eta: 0:02:03 lr: 0.002325 loss: 0.1886 (0.2001) loss_rec_all: 0.2144 (0.2258) loss_rec_sfr: 0.2862 (0.2975) loss_cl: -0.2784 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [20:07:06.953831] Epoch: [125] [2760/2904] eta: 0:01:48 lr: 0.002325 loss: 0.1909 (0.2001) loss_rec_all: 0.2167 (0.2259) loss_rec_sfr: 0.2493 (0.2974) loss_cl: -0.2784 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [20:07:21.871075] Epoch: [125] [2780/2904] eta: 0:01:33 lr: 0.002325 loss: 0.1947 (0.2001) loss_rec_all: 0.2209 (0.2259) loss_rec_sfr: 0.2764 (0.2975) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [20:07:36.785833] Epoch: [125] [2800/2904] eta: 0:01:18 lr: 0.002325 loss: 0.1909 (0.2001) loss_rec_all: 0.2167 (0.2259) loss_rec_sfr: 0.2785 (0.2977) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [20:07:51.702288] Epoch: [125] [2820/2904] eta: 0:01:03 lr: 0.002325 loss: 0.1884 (0.2001) loss_rec_all: 0.2148 (0.2259) loss_rec_sfr: 0.2680 (0.2975) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [20:08:06.651853] Epoch: [125] [2840/2904] eta: 0:00:48 lr: 0.002325 loss: 0.1969 (0.2001) loss_rec_all: 0.2229 (0.2259) loss_rec_sfr: 0.2773 (0.2975) loss_cl: -0.2789 (-0.2788) time: 0.7474 data: 0.0023 max mem: 29860 [20:08:21.552047] Epoch: [125] [2860/2904] eta: 0:00:33 lr: 0.002325 loss: 0.1948 (0.2001) loss_rec_all: 0.2208 (0.2259) loss_rec_sfr: 0.2704 (0.2973) loss_cl: -0.2780 (-0.2788) time: 0.7450 data: 0.0001 max mem: 29860 [20:08:36.454891] Epoch: [125] [2880/2904] eta: 0:00:18 lr: 0.002325 loss: 0.1942 (0.2002) loss_rec_all: 0.2199 (0.2260) loss_rec_sfr: 0.2755 (0.2975) loss_cl: -0.2781 (-0.2788) time: 0.7451 data: 0.0001 max mem: 29860 [20:08:51.355713] Epoch: [125] [2900/2904] eta: 0:00:03 lr: 0.002325 loss: 0.1873 (0.2001) loss_rec_all: 0.2134 (0.2259) loss_rec_sfr: 0.2747 (0.2973) loss_cl: -0.2796 (-0.2788) time: 0.7450 data: 0.0001 max mem: 29860 [20:08:53.598137] Epoch: [125] [2903/2904] eta: 0:00:00 lr: 0.002325 loss: 0.1889 (0.2001) loss_rec_all: 0.2152 (0.2259) loss_rec_sfr: 0.2745 (0.2973) loss_cl: -0.2797 (-0.2788) time: 0.7451 data: 0.0001 max mem: 29860 [20:08:55.646189] Epoch: [125] Total time: 0:36:27 (0.7534 s / it) [20:08:55.692186] Averaged stats: lr: 0.002325 loss: 0.1889 (0.2026) loss_rec_all: 0.2152 (0.2261) loss_rec_sfr: 0.2745 (0.2988) loss_cl: -0.2797 (-0.2555) [20:08:55.699124] log_dir: ./checkpoint/VF2_ViT-B [20:09:12.394243] Epoch: [126] [ 0/2904] eta: 13:28:00 lr: 0.002325 loss: 0.1877 (0.1877) loss_rec_all: 0.2135 (0.2135) loss_rec_sfr: 0.3107 (0.3107) loss_cl: -0.2793 (-0.2793) time: 16.6944 data: 15.2654 max mem: 29860 [20:09:29.243085] Epoch: [126] [ 20/2904] eta: 1:16:46 lr: 0.002325 loss: 0.1888 (0.2018) loss_rec_all: 0.2147 (0.2276) loss_rec_sfr: 0.2787 (0.3062) loss_cl: -0.2795 (-0.2794) time: 0.8424 data: 0.0002 max mem: 29860 [20:09:44.146193] Epoch: [126] [ 40/2904] eta: 0:56:24 lr: 0.002325 loss: 0.1887 (0.1986) loss_rec_all: 0.2145 (0.2244) loss_rec_sfr: 0.2681 (0.2910) loss_cl: -0.2788 (-0.2791) time: 0.7451 data: 0.0002 max mem: 29860 [20:09:59.059384] Epoch: [126] [ 60/2904] eta: 0:49:13 lr: 0.002325 loss: 0.1861 (0.1985) loss_rec_all: 0.2123 (0.2244) loss_rec_sfr: 0.2411 (0.2884) loss_cl: -0.2789 (-0.2790) time: 0.7456 data: 0.0002 max mem: 29860 [20:10:13.997871] Epoch: [126] [ 80/2904] eta: 0:45:29 lr: 0.002325 loss: 0.1864 (0.1963) loss_rec_all: 0.2127 (0.2222) loss_rec_sfr: 0.2482 (0.2826) loss_cl: -0.2789 (-0.2790) time: 0.7469 data: 0.0002 max mem: 29860 [20:10:28.957421] Epoch: [126] [ 100/2904] eta: 0:43:08 lr: 0.002325 loss: 0.1903 (0.1964) loss_rec_all: 0.2162 (0.2223) loss_rec_sfr: 0.2812 (0.2836) loss_cl: -0.2794 (-0.2790) time: 0.7479 data: 0.0002 max mem: 29860 [20:10:43.926060] Epoch: [126] [ 120/2904] eta: 0:41:29 lr: 0.002325 loss: 0.1898 (0.1970) loss_rec_all: 0.2156 (0.2229) loss_rec_sfr: 0.2757 (0.2860) loss_cl: -0.2786 (-0.2789) time: 0.7484 data: 0.0002 max mem: 29860 [20:10:58.902677] Epoch: [126] [ 140/2904] eta: 0:40:14 lr: 0.002325 loss: 0.1856 (0.1979) loss_rec_all: 0.2116 (0.2238) loss_rec_sfr: 0.2707 (0.2887) loss_cl: -0.2785 (-0.2788) time: 0.7488 data: 0.0002 max mem: 29860 [20:11:13.851525] Epoch: [126] [ 160/2904] eta: 0:39:14 lr: 0.002325 loss: 0.1941 (0.1984) loss_rec_all: 0.2199 (0.2242) loss_rec_sfr: 0.2719 (0.2896) loss_cl: -0.2787 (-0.2788) time: 0.7474 data: 0.0002 max mem: 29860 [20:11:28.831800] Epoch: [126] [ 180/2904] eta: 0:38:24 lr: 0.002325 loss: 0.1892 (0.1982) loss_rec_all: 0.2152 (0.2241) loss_rec_sfr: 0.2739 (0.2877) loss_cl: -0.2789 (-0.2788) time: 0.7490 data: 0.0002 max mem: 29860 [20:11:43.785167] Epoch: [126] [ 200/2904] eta: 0:37:41 lr: 0.002325 loss: 0.1883 (0.1990) loss_rec_all: 0.2146 (0.2248) loss_rec_sfr: 0.2884 (0.2917) loss_cl: -0.2793 (-0.2788) time: 0.7476 data: 0.0002 max mem: 29860 [20:11:58.761942] Epoch: [126] [ 220/2904] eta: 0:37:03 lr: 0.002325 loss: 0.1875 (0.1988) loss_rec_all: 0.2137 (0.2247) loss_rec_sfr: 0.2747 (0.2915) loss_cl: -0.2796 (-0.2789) time: 0.7488 data: 0.0002 max mem: 29860 [20:12:13.720446] Epoch: [126] [ 240/2904] eta: 0:36:28 lr: 0.002325 loss: 0.1888 (0.1998) loss_rec_all: 0.2149 (0.2256) loss_rec_sfr: 0.2874 (0.2957) loss_cl: -0.2790 (-0.2789) time: 0.7479 data: 0.0002 max mem: 29860 [20:12:28.658989] Epoch: [126] [ 260/2904] eta: 0:35:57 lr: 0.002325 loss: 0.1920 (0.2001) loss_rec_all: 0.2177 (0.2259) loss_rec_sfr: 0.2960 (0.2978) loss_cl: -0.2781 (-0.2788) time: 0.7469 data: 0.0002 max mem: 29860 [20:12:43.591695] Epoch: [126] [ 280/2904] eta: 0:35:27 lr: 0.002325 loss: 0.1866 (0.1997) loss_rec_all: 0.2127 (0.2255) loss_rec_sfr: 0.2657 (0.2962) loss_cl: -0.2782 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [20:12:58.515266] Epoch: [126] [ 300/2904] eta: 0:35:00 lr: 0.002325 loss: 0.1895 (0.1997) loss_rec_all: 0.2154 (0.2255) loss_rec_sfr: 0.2827 (0.2970) loss_cl: -0.2786 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [20:13:13.434599] Epoch: [126] [ 320/2904] eta: 0:34:34 lr: 0.002325 loss: 0.1895 (0.1998) loss_rec_all: 0.2152 (0.2256) loss_rec_sfr: 0.2553 (0.2964) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [20:13:28.368655] Epoch: [126] [ 340/2904] eta: 0:34:10 lr: 0.002325 loss: 0.1831 (0.1989) loss_rec_all: 0.2095 (0.2247) loss_rec_sfr: 0.2370 (0.2935) loss_cl: -0.2793 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [20:13:43.284409] Epoch: [126] [ 360/2904] eta: 0:33:46 lr: 0.002325 loss: 0.1877 (0.1985) loss_rec_all: 0.2140 (0.2243) loss_rec_sfr: 0.2699 (0.2923) loss_cl: -0.2783 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [20:13:58.216637] Epoch: [126] [ 380/2904] eta: 0:33:23 lr: 0.002325 loss: 0.1920 (0.1988) loss_rec_all: 0.2181 (0.2246) loss_rec_sfr: 0.2853 (0.2935) loss_cl: -0.2791 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [20:14:13.134532] Epoch: [126] [ 400/2904] eta: 0:33:02 lr: 0.002325 loss: 0.1868 (0.1985) loss_rec_all: 0.2128 (0.2243) loss_rec_sfr: 0.2389 (0.2924) loss_cl: -0.2799 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [20:14:28.052350] Epoch: [126] [ 420/2904] eta: 0:32:40 lr: 0.002325 loss: 0.1927 (0.1984) loss_rec_all: 0.2189 (0.2243) loss_rec_sfr: 0.2819 (0.2927) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [20:14:42.967581] Epoch: [126] [ 440/2904] eta: 0:32:20 lr: 0.002325 loss: 0.1924 (0.1986) loss_rec_all: 0.2182 (0.2244) loss_rec_sfr: 0.2773 (0.2928) loss_cl: -0.2783 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [20:14:57.880650] Epoch: [126] [ 460/2904] eta: 0:32:00 lr: 0.002325 loss: 0.1900 (0.1984) loss_rec_all: 0.2156 (0.2243) loss_rec_sfr: 0.2754 (0.2926) loss_cl: -0.2781 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [20:15:12.792377] Epoch: [126] [ 480/2904] eta: 0:31:40 lr: 0.002325 loss: 0.1906 (0.1986) loss_rec_all: 0.2164 (0.2244) loss_rec_sfr: 0.2864 (0.2935) loss_cl: -0.2793 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [20:15:27.712269] Epoch: [126] [ 500/2904] eta: 0:31:20 lr: 0.002325 loss: 0.1888 (0.1985) loss_rec_all: 0.2147 (0.2243) loss_rec_sfr: 0.2790 (0.2932) loss_cl: -0.2795 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [20:15:42.640132] Epoch: [126] [ 520/2904] eta: 0:31:01 lr: 0.002325 loss: 0.1857 (0.1986) loss_rec_all: 0.2123 (0.2244) loss_rec_sfr: 0.2460 (0.2930) loss_cl: -0.2796 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [20:15:57.563554] Epoch: [126] [ 540/2904] eta: 0:30:43 lr: 0.002325 loss: 0.1894 (0.1987) loss_rec_all: 0.2154 (0.2245) loss_rec_sfr: 0.2799 (0.2935) loss_cl: -0.2791 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [20:16:12.477963] Epoch: [126] [ 560/2904] eta: 0:30:24 lr: 0.002325 loss: 0.1895 (0.1984) loss_rec_all: 0.2153 (0.2243) loss_rec_sfr: 0.2738 (0.2930) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [20:16:27.394058] Epoch: [126] [ 580/2904] eta: 0:30:06 lr: 0.002325 loss: 0.1850 (0.1982) loss_rec_all: 0.2114 (0.2240) loss_rec_sfr: 0.2418 (0.2917) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [20:16:42.311901] Epoch: [126] [ 600/2904] eta: 0:29:48 lr: 0.002325 loss: 0.1898 (0.1981) loss_rec_all: 0.2162 (0.2240) loss_rec_sfr: 0.2476 (0.2911) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [20:16:57.228080] Epoch: [126] [ 620/2904] eta: 0:29:30 lr: 0.002325 loss: 0.1886 (0.1981) loss_rec_all: 0.2148 (0.2240) loss_rec_sfr: 0.2701 (0.2911) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [20:17:12.148149] Epoch: [126] [ 640/2904] eta: 0:29:13 lr: 0.002325 loss: 0.1888 (0.1980) loss_rec_all: 0.2151 (0.2238) loss_rec_sfr: 0.2806 (0.2910) loss_cl: -0.2794 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [20:17:27.063586] Epoch: [126] [ 660/2904] eta: 0:28:55 lr: 0.002325 loss: 0.1927 (0.1984) loss_rec_all: 0.2187 (0.2242) loss_rec_sfr: 0.2880 (0.2923) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [20:17:41.983333] Epoch: [126] [ 680/2904] eta: 0:28:38 lr: 0.002325 loss: 0.1899 (0.1987) loss_rec_all: 0.2156 (0.2246) loss_rec_sfr: 0.2974 (0.2936) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [20:17:56.906269] Epoch: [126] [ 700/2904] eta: 0:28:21 lr: 0.002325 loss: 0.1990 (0.1992) loss_rec_all: 0.2250 (0.2251) loss_rec_sfr: 0.2855 (0.2950) loss_cl: -0.2796 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [20:18:11.818863] Epoch: [126] [ 720/2904] eta: 0:28:04 lr: 0.002325 loss: 0.1868 (0.1993) loss_rec_all: 0.2134 (0.2251) loss_rec_sfr: 0.2749 (0.2954) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [20:18:26.738226] Epoch: [126] [ 740/2904] eta: 0:27:47 lr: 0.002325 loss: 0.1873 (0.1995) loss_rec_all: 0.2130 (0.2253) loss_rec_sfr: 0.2893 (0.2959) loss_cl: -0.2767 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [20:18:41.658670] Epoch: [126] [ 760/2904] eta: 0:27:30 lr: 0.002325 loss: 0.1907 (0.1996) loss_rec_all: 0.2168 (0.2254) loss_rec_sfr: 0.2745 (0.2961) loss_cl: -0.2776 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [20:18:56.580879] Epoch: [126] [ 780/2904] eta: 0:27:14 lr: 0.002325 loss: 0.1902 (0.1997) loss_rec_all: 0.2159 (0.2255) loss_rec_sfr: 0.2778 (0.2966) loss_cl: -0.2781 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [20:19:11.504731] Epoch: [126] [ 800/2904] eta: 0:26:57 lr: 0.002324 loss: 0.1880 (0.1996) loss_rec_all: 0.2144 (0.2254) loss_rec_sfr: 0.2806 (0.2964) loss_cl: -0.2786 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [20:19:26.429185] Epoch: [126] [ 820/2904] eta: 0:26:40 lr: 0.002324 loss: 0.1877 (0.1995) loss_rec_all: 0.2137 (0.2253) loss_rec_sfr: 0.2438 (0.2958) loss_cl: -0.2798 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [20:19:41.353463] Epoch: [126] [ 840/2904] eta: 0:26:24 lr: 0.002324 loss: 0.1881 (0.1995) loss_rec_all: 0.2142 (0.2253) loss_rec_sfr: 0.2795 (0.2958) loss_cl: -0.2793 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [20:19:56.272841] Epoch: [126] [ 860/2904] eta: 0:26:08 lr: 0.002324 loss: 0.1886 (0.1995) loss_rec_all: 0.2147 (0.2253) loss_rec_sfr: 0.2706 (0.2956) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [20:20:11.187145] Epoch: [126] [ 880/2904] eta: 0:25:51 lr: 0.002324 loss: 0.1916 (0.1994) loss_rec_all: 0.2174 (0.2252) loss_rec_sfr: 0.2742 (0.2954) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [20:20:26.103350] Epoch: [126] [ 900/2904] eta: 0:25:35 lr: 0.002324 loss: 0.1898 (0.1993) loss_rec_all: 0.2156 (0.2251) loss_rec_sfr: 0.2864 (0.2954) loss_cl: -0.2785 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [20:20:41.016211] Epoch: [126] [ 920/2904] eta: 0:25:19 lr: 0.002324 loss: 0.1888 (0.1992) loss_rec_all: 0.2146 (0.2250) loss_rec_sfr: 0.2468 (0.2950) loss_cl: -0.2790 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [20:20:55.933039] Epoch: [126] [ 940/2904] eta: 0:25:03 lr: 0.002324 loss: 0.1918 (0.1993) loss_rec_all: 0.2177 (0.2251) loss_rec_sfr: 0.2740 (0.2951) loss_cl: -0.2789 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [20:21:10.852271] Epoch: [126] [ 960/2904] eta: 0:24:47 lr: 0.002324 loss: 0.1928 (0.1994) loss_rec_all: 0.2187 (0.2252) loss_rec_sfr: 0.2747 (0.2953) loss_cl: -0.2791 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [20:21:25.774928] Epoch: [126] [ 980/2904] eta: 0:24:31 lr: 0.002324 loss: 0.1895 (0.1994) loss_rec_all: 0.2156 (0.2252) loss_rec_sfr: 0.2825 (0.2955) loss_cl: -0.2790 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [20:21:40.698924] Epoch: [126] [1000/2904] eta: 0:24:15 lr: 0.002324 loss: 0.1880 (0.1994) loss_rec_all: 0.2141 (0.2252) loss_rec_sfr: 0.2727 (0.2955) loss_cl: -0.2784 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [20:21:55.618506] Epoch: [126] [1020/2904] eta: 0:23:59 lr: 0.002324 loss: 0.1977 (0.1997) loss_rec_all: 0.2238 (0.2255) loss_rec_sfr: 0.2877 (0.2964) loss_cl: -0.2779 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [20:22:10.532759] Epoch: [126] [1040/2904] eta: 0:23:43 lr: 0.002324 loss: 0.1944 (0.1996) loss_rec_all: 0.2203 (0.2254) loss_rec_sfr: 0.2842 (0.2964) loss_cl: -0.2789 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [20:22:25.450539] Epoch: [126] [1060/2904] eta: 0:23:27 lr: 0.002324 loss: 0.1916 (0.1995) loss_rec_all: 0.2177 (0.2253) loss_rec_sfr: 0.2795 (0.2961) loss_cl: -0.2794 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [20:22:40.370196] Epoch: [126] [1080/2904] eta: 0:23:11 lr: 0.002324 loss: 0.1904 (0.1995) loss_rec_all: 0.2167 (0.2253) loss_rec_sfr: 0.2763 (0.2958) loss_cl: -0.2784 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [20:22:55.285117] Epoch: [126] [1100/2904] eta: 0:22:55 lr: 0.002324 loss: 0.1896 (0.1995) loss_rec_all: 0.2157 (0.2253) loss_rec_sfr: 0.2837 (0.2959) loss_cl: -0.2798 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [20:23:10.199804] Epoch: [126] [1120/2904] eta: 0:22:39 lr: 0.002324 loss: 0.1910 (0.1996) loss_rec_all: 0.2172 (0.2254) loss_rec_sfr: 0.2733 (0.2961) loss_cl: -0.2801 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [20:23:25.121618] Epoch: [126] [1140/2904] eta: 0:22:24 lr: 0.002324 loss: 0.1937 (0.1997) loss_rec_all: 0.2198 (0.2255) loss_rec_sfr: 0.2788 (0.2964) loss_cl: -0.2793 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [20:23:40.044215] Epoch: [126] [1160/2904] eta: 0:22:08 lr: 0.002324 loss: 0.1901 (0.1997) loss_rec_all: 0.2157 (0.2255) loss_rec_sfr: 0.2770 (0.2961) loss_cl: -0.2778 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [20:23:54.977743] Epoch: [126] [1180/2904] eta: 0:21:52 lr: 0.002324 loss: 0.1914 (0.1998) loss_rec_all: 0.2176 (0.2256) loss_rec_sfr: 0.2822 (0.2966) loss_cl: -0.2782 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [20:24:09.910678] Epoch: [126] [1200/2904] eta: 0:21:37 lr: 0.002324 loss: 0.1870 (0.1997) loss_rec_all: 0.2132 (0.2255) loss_rec_sfr: 0.2656 (0.2962) loss_cl: -0.2785 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [20:24:24.827330] Epoch: [126] [1220/2904] eta: 0:21:21 lr: 0.002324 loss: 0.2036 (0.2000) loss_rec_all: 0.2295 (0.2258) loss_rec_sfr: 0.2857 (0.2971) loss_cl: -0.2784 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [20:24:39.737154] Epoch: [126] [1240/2904] eta: 0:21:05 lr: 0.002324 loss: 0.1890 (0.2001) loss_rec_all: 0.2149 (0.2259) loss_rec_sfr: 0.2916 (0.2978) loss_cl: -0.2786 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [20:24:54.656807] Epoch: [126] [1260/2904] eta: 0:20:50 lr: 0.002324 loss: 0.1890 (0.2001) loss_rec_all: 0.2152 (0.2258) loss_rec_sfr: 0.2742 (0.2976) loss_cl: -0.2791 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [20:25:09.569399] Epoch: [126] [1280/2904] eta: 0:20:34 lr: 0.002324 loss: 0.1862 (0.2000) loss_rec_all: 0.2124 (0.2258) loss_rec_sfr: 0.2757 (0.2974) loss_cl: -0.2792 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [20:25:24.485440] Epoch: [126] [1300/2904] eta: 0:20:19 lr: 0.002324 loss: 0.1909 (0.2000) loss_rec_all: 0.2170 (0.2258) loss_rec_sfr: 0.2796 (0.2973) loss_cl: -0.2792 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [20:25:39.406487] Epoch: [126] [1320/2904] eta: 0:20:03 lr: 0.002324 loss: 0.1840 (0.1998) loss_rec_all: 0.2103 (0.2256) loss_rec_sfr: 0.2670 (0.2969) loss_cl: -0.2785 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [20:25:54.325026] Epoch: [126] [1340/2904] eta: 0:19:47 lr: 0.002324 loss: 0.1871 (0.1997) loss_rec_all: 0.2131 (0.2255) loss_rec_sfr: 0.2823 (0.2964) loss_cl: -0.2778 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [20:26:09.234798] Epoch: [126] [1360/2904] eta: 0:19:32 lr: 0.002324 loss: 0.1887 (0.1997) loss_rec_all: 0.2148 (0.2255) loss_rec_sfr: 0.2817 (0.2965) loss_cl: -0.2784 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [20:26:24.149302] Epoch: [126] [1380/2904] eta: 0:19:16 lr: 0.002324 loss: 0.1894 (0.1996) loss_rec_all: 0.2153 (0.2254) loss_rec_sfr: 0.2758 (0.2962) loss_cl: -0.2794 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [20:26:39.065658] Epoch: [126] [1400/2904] eta: 0:19:01 lr: 0.002324 loss: 0.1874 (0.1996) loss_rec_all: 0.2140 (0.2254) loss_rec_sfr: 0.2691 (0.2964) loss_cl: -0.2787 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [20:26:53.980447] Epoch: [126] [1420/2904] eta: 0:18:46 lr: 0.002324 loss: 0.1888 (0.1996) loss_rec_all: 0.2148 (0.2253) loss_rec_sfr: 0.2747 (0.2962) loss_cl: -0.2787 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [20:27:08.893011] Epoch: [126] [1440/2904] eta: 0:18:30 lr: 0.002324 loss: 0.1957 (0.1998) loss_rec_all: 0.2216 (0.2256) loss_rec_sfr: 0.2900 (0.2968) loss_cl: -0.2790 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [20:27:23.811317] Epoch: [126] [1460/2904] eta: 0:18:15 lr: 0.002324 loss: 0.1899 (0.1998) loss_rec_all: 0.2159 (0.2256) loss_rec_sfr: 0.2831 (0.2970) loss_cl: -0.2789 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [20:27:38.724711] Epoch: [126] [1480/2904] eta: 0:17:59 lr: 0.002324 loss: 0.1852 (0.1997) loss_rec_all: 0.2115 (0.2255) loss_rec_sfr: 0.2793 (0.2968) loss_cl: -0.2788 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [20:27:53.639525] Epoch: [126] [1500/2904] eta: 0:17:44 lr: 0.002324 loss: 0.1916 (0.1998) loss_rec_all: 0.2176 (0.2256) loss_rec_sfr: 0.2727 (0.2969) loss_cl: -0.2786 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [20:28:08.557056] Epoch: [126] [1520/2904] eta: 0:17:28 lr: 0.002324 loss: 0.1889 (0.1997) loss_rec_all: 0.2150 (0.2255) loss_rec_sfr: 0.2801 (0.2966) loss_cl: -0.2787 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [20:28:23.477292] Epoch: [126] [1540/2904] eta: 0:17:13 lr: 0.002324 loss: 0.1877 (0.1997) loss_rec_all: 0.2137 (0.2255) loss_rec_sfr: 0.2983 (0.2968) loss_cl: -0.2790 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [20:28:38.396045] Epoch: [126] [1560/2904] eta: 0:16:58 lr: 0.002324 loss: 0.1896 (0.1998) loss_rec_all: 0.2155 (0.2256) loss_rec_sfr: 0.2705 (0.2968) loss_cl: -0.2792 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [20:28:53.316752] Epoch: [126] [1580/2904] eta: 0:16:42 lr: 0.002324 loss: 0.1938 (0.1999) loss_rec_all: 0.2200 (0.2257) loss_rec_sfr: 0.2772 (0.2970) loss_cl: -0.2789 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [20:29:08.234442] Epoch: [126] [1600/2904] eta: 0:16:27 lr: 0.002324 loss: 0.1876 (0.1998) loss_rec_all: 0.2134 (0.2256) loss_rec_sfr: 0.2729 (0.2968) loss_cl: -0.2791 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [20:29:23.148862] Epoch: [126] [1620/2904] eta: 0:16:12 lr: 0.002324 loss: 0.1928 (0.1998) loss_rec_all: 0.2186 (0.2256) loss_rec_sfr: 0.2784 (0.2968) loss_cl: -0.2790 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [20:29:38.062408] Epoch: [126] [1640/2904] eta: 0:15:56 lr: 0.002324 loss: 0.1906 (0.1997) loss_rec_all: 0.2164 (0.2255) loss_rec_sfr: 0.2720 (0.2967) loss_cl: -0.2785 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [20:29:52.989712] Epoch: [126] [1660/2904] eta: 0:15:41 lr: 0.002324 loss: 0.1914 (0.1998) loss_rec_all: 0.2177 (0.2256) loss_rec_sfr: 0.2777 (0.2968) loss_cl: -0.2784 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [20:30:07.906900] Epoch: [126] [1680/2904] eta: 0:15:26 lr: 0.002324 loss: 0.1906 (0.1997) loss_rec_all: 0.2168 (0.2255) loss_rec_sfr: 0.2898 (0.2967) loss_cl: -0.2789 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [20:30:22.821435] Epoch: [126] [1700/2904] eta: 0:15:11 lr: 0.002324 loss: 0.1935 (0.1998) loss_rec_all: 0.2194 (0.2256) loss_rec_sfr: 0.2784 (0.2968) loss_cl: -0.2796 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [20:30:37.738911] Epoch: [126] [1720/2904] eta: 0:14:55 lr: 0.002324 loss: 0.1844 (0.1997) loss_rec_all: 0.2108 (0.2255) loss_rec_sfr: 0.2675 (0.2966) loss_cl: -0.2799 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [20:30:52.651330] Epoch: [126] [1740/2904] eta: 0:14:40 lr: 0.002324 loss: 0.1908 (0.1997) loss_rec_all: 0.2166 (0.2255) loss_rec_sfr: 0.2715 (0.2965) loss_cl: -0.2792 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [20:31:07.567566] Epoch: [126] [1760/2904] eta: 0:14:25 lr: 0.002324 loss: 0.1909 (0.1998) loss_rec_all: 0.2169 (0.2256) loss_rec_sfr: 0.2692 (0.2967) loss_cl: -0.2777 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [20:31:22.489143] Epoch: [126] [1780/2904] eta: 0:14:09 lr: 0.002324 loss: 0.1902 (0.1998) loss_rec_all: 0.2165 (0.2256) loss_rec_sfr: 0.2768 (0.2969) loss_cl: -0.2784 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [20:31:37.410645] Epoch: [126] [1800/2904] eta: 0:13:54 lr: 0.002324 loss: 0.1897 (0.1998) loss_rec_all: 0.2154 (0.2256) loss_rec_sfr: 0.2701 (0.2968) loss_cl: -0.2791 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [20:31:52.333701] Epoch: [126] [1820/2904] eta: 0:13:39 lr: 0.002324 loss: 0.1868 (0.1998) loss_rec_all: 0.2126 (0.2256) loss_rec_sfr: 0.2889 (0.2969) loss_cl: -0.2791 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [20:32:07.254376] Epoch: [126] [1840/2904] eta: 0:13:24 lr: 0.002324 loss: 0.1879 (0.1997) loss_rec_all: 0.2138 (0.2255) loss_rec_sfr: 0.2507 (0.2966) loss_cl: -0.2796 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [20:32:22.180463] Epoch: [126] [1860/2904] eta: 0:13:08 lr: 0.002324 loss: 0.1893 (0.1997) loss_rec_all: 0.2150 (0.2255) loss_rec_sfr: 0.2838 (0.2967) loss_cl: -0.2787 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [20:32:37.095788] Epoch: [126] [1880/2904] eta: 0:12:53 lr: 0.002324 loss: 0.1900 (0.1998) loss_rec_all: 0.2158 (0.2256) loss_rec_sfr: 0.2762 (0.2969) loss_cl: -0.2785 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [20:32:52.016905] Epoch: [126] [1900/2904] eta: 0:12:38 lr: 0.002324 loss: 0.1885 (0.1997) loss_rec_all: 0.2145 (0.2255) loss_rec_sfr: 0.2832 (0.2967) loss_cl: -0.2795 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [20:33:06.934860] Epoch: [126] [1920/2904] eta: 0:12:23 lr: 0.002324 loss: 0.1906 (0.1997) loss_rec_all: 0.2166 (0.2255) loss_rec_sfr: 0.2766 (0.2968) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [20:33:21.849801] Epoch: [126] [1940/2904] eta: 0:12:08 lr: 0.002324 loss: 0.1891 (0.1998) loss_rec_all: 0.2153 (0.2256) loss_rec_sfr: 0.2737 (0.2968) loss_cl: -0.2787 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [20:33:36.769837] Epoch: [126] [1960/2904] eta: 0:11:52 lr: 0.002324 loss: 0.1889 (0.1999) loss_rec_all: 0.2154 (0.2257) loss_rec_sfr: 0.2858 (0.2971) loss_cl: -0.2789 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [20:33:51.683240] Epoch: [126] [1980/2904] eta: 0:11:37 lr: 0.002324 loss: 0.1942 (0.1999) loss_rec_all: 0.2203 (0.2257) loss_rec_sfr: 0.2886 (0.2974) loss_cl: -0.2787 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [20:34:06.596861] Epoch: [126] [2000/2904] eta: 0:11:22 lr: 0.002324 loss: 0.1881 (0.1999) loss_rec_all: 0.2140 (0.2257) loss_rec_sfr: 0.2860 (0.2975) loss_cl: -0.2791 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [20:34:21.521144] Epoch: [126] [2020/2904] eta: 0:11:07 lr: 0.002324 loss: 0.1870 (0.1998) loss_rec_all: 0.2133 (0.2256) loss_rec_sfr: 0.2657 (0.2972) loss_cl: -0.2782 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [20:34:36.455196] Epoch: [126] [2040/2904] eta: 0:10:52 lr: 0.002324 loss: 0.1893 (0.1999) loss_rec_all: 0.2157 (0.2257) loss_rec_sfr: 0.2651 (0.2972) loss_cl: -0.2786 (-0.2787) time: 0.7467 data: 0.0002 max mem: 29860 [20:34:51.389044] Epoch: [126] [2060/2904] eta: 0:10:37 lr: 0.002324 loss: 0.1917 (0.1998) loss_rec_all: 0.2177 (0.2256) loss_rec_sfr: 0.2727 (0.2971) loss_cl: -0.2791 (-0.2787) time: 0.7467 data: 0.0002 max mem: 29860 [20:35:06.320564] Epoch: [126] [2080/2904] eta: 0:10:21 lr: 0.002324 loss: 0.1885 (0.1998) loss_rec_all: 0.2144 (0.2256) loss_rec_sfr: 0.2800 (0.2971) loss_cl: -0.2790 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [20:35:21.244435] Epoch: [126] [2100/2904] eta: 0:10:06 lr: 0.002324 loss: 0.1907 (0.1999) loss_rec_all: 0.2163 (0.2257) loss_rec_sfr: 0.2873 (0.2973) loss_cl: -0.2782 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [20:35:36.166865] Epoch: [126] [2120/2904] eta: 0:09:51 lr: 0.002324 loss: 0.1882 (0.1999) loss_rec_all: 0.2140 (0.2257) loss_rec_sfr: 0.2917 (0.2974) loss_cl: -0.2789 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [20:35:51.085117] Epoch: [126] [2140/2904] eta: 0:09:36 lr: 0.002324 loss: 0.1895 (0.1999) loss_rec_all: 0.2157 (0.2256) loss_rec_sfr: 0.2625 (0.2973) loss_cl: -0.2785 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [20:36:06.010173] Epoch: [126] [2160/2904] eta: 0:09:21 lr: 0.002324 loss: 0.1892 (0.1998) loss_rec_all: 0.2156 (0.2256) loss_rec_sfr: 0.2768 (0.2973) loss_cl: -0.2788 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [20:36:20.937002] Epoch: [126] [2180/2904] eta: 0:09:06 lr: 0.002324 loss: 0.1882 (0.1998) loss_rec_all: 0.2142 (0.2256) loss_rec_sfr: 0.2618 (0.2971) loss_cl: -0.2788 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [20:36:35.865521] Epoch: [126] [2200/2904] eta: 0:08:50 lr: 0.002324 loss: 0.1895 (0.1998) loss_rec_all: 0.2154 (0.2256) loss_rec_sfr: 0.2757 (0.2972) loss_cl: -0.2792 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [20:36:50.785397] Epoch: [126] [2220/2904] eta: 0:08:35 lr: 0.002324 loss: 0.1866 (0.1998) loss_rec_all: 0.2129 (0.2256) loss_rec_sfr: 0.2719 (0.2973) loss_cl: -0.2791 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [20:37:05.708593] Epoch: [126] [2240/2904] eta: 0:08:20 lr: 0.002324 loss: 0.1946 (0.1999) loss_rec_all: 0.2206 (0.2257) loss_rec_sfr: 0.2666 (0.2974) loss_cl: -0.2791 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [20:37:20.627211] Epoch: [126] [2260/2904] eta: 0:08:05 lr: 0.002324 loss: 0.1888 (0.1999) loss_rec_all: 0.2150 (0.2257) loss_rec_sfr: 0.2773 (0.2974) loss_cl: -0.2790 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [20:37:35.538814] Epoch: [126] [2280/2904] eta: 0:07:50 lr: 0.002324 loss: 0.1919 (0.2000) loss_rec_all: 0.2179 (0.2257) loss_rec_sfr: 0.2815 (0.2975) loss_cl: -0.2783 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [20:37:50.468274] Epoch: [126] [2300/2904] eta: 0:07:35 lr: 0.002324 loss: 0.1917 (0.2000) loss_rec_all: 0.2174 (0.2258) loss_rec_sfr: 0.2824 (0.2976) loss_cl: -0.2788 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [20:38:05.389973] Epoch: [126] [2320/2904] eta: 0:07:20 lr: 0.002324 loss: 0.1866 (0.2000) loss_rec_all: 0.2126 (0.2257) loss_rec_sfr: 0.2760 (0.2975) loss_cl: -0.2793 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [20:38:20.308630] Epoch: [126] [2340/2904] eta: 0:07:05 lr: 0.002324 loss: 0.1874 (0.2000) loss_rec_all: 0.2134 (0.2258) loss_rec_sfr: 0.2712 (0.2975) loss_cl: -0.2798 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [20:38:35.231362] Epoch: [126] [2360/2904] eta: 0:06:50 lr: 0.002324 loss: 0.1860 (0.1999) loss_rec_all: 0.2125 (0.2257) loss_rec_sfr: 0.2664 (0.2972) loss_cl: -0.2795 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [20:38:50.150828] Epoch: [126] [2380/2904] eta: 0:06:34 lr: 0.002324 loss: 0.1891 (0.1999) loss_rec_all: 0.2153 (0.2257) loss_rec_sfr: 0.2420 (0.2970) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [20:39:05.070509] Epoch: [126] [2400/2904] eta: 0:06:19 lr: 0.002324 loss: 0.1905 (0.1999) loss_rec_all: 0.2163 (0.2257) loss_rec_sfr: 0.2647 (0.2971) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [20:39:19.986319] Epoch: [126] [2420/2904] eta: 0:06:04 lr: 0.002324 loss: 0.1898 (0.1999) loss_rec_all: 0.2156 (0.2257) loss_rec_sfr: 0.2730 (0.2972) loss_cl: -0.2782 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [20:39:34.908306] Epoch: [126] [2440/2904] eta: 0:05:49 lr: 0.002324 loss: 0.1861 (0.1999) loss_rec_all: 0.2119 (0.2257) loss_rec_sfr: 0.2896 (0.2973) loss_cl: -0.2786 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [20:39:49.829474] Epoch: [126] [2460/2904] eta: 0:05:34 lr: 0.002323 loss: 0.1948 (0.2000) loss_rec_all: 0.2210 (0.2258) loss_rec_sfr: 0.2785 (0.2974) loss_cl: -0.2794 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [20:40:04.752613] Epoch: [126] [2480/2904] eta: 0:05:19 lr: 0.002323 loss: 0.1910 (0.2001) loss_rec_all: 0.2167 (0.2259) loss_rec_sfr: 0.2933 (0.2977) loss_cl: -0.2791 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [20:40:19.677024] Epoch: [126] [2500/2904] eta: 0:05:04 lr: 0.002323 loss: 0.1881 (0.2000) loss_rec_all: 0.2140 (0.2258) loss_rec_sfr: 0.2391 (0.2975) loss_cl: -0.2787 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [20:40:34.592493] Epoch: [126] [2520/2904] eta: 0:04:49 lr: 0.002323 loss: 0.1902 (0.2000) loss_rec_all: 0.2161 (0.2258) loss_rec_sfr: 0.2830 (0.2974) loss_cl: -0.2796 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [20:40:49.504913] Epoch: [126] [2540/2904] eta: 0:04:34 lr: 0.002323 loss: 0.1872 (0.2000) loss_rec_all: 0.2134 (0.2258) loss_rec_sfr: 0.2493 (0.2973) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [20:41:04.420048] Epoch: [126] [2560/2904] eta: 0:04:19 lr: 0.002323 loss: 0.1897 (0.1999) loss_rec_all: 0.2155 (0.2257) loss_rec_sfr: 0.2826 (0.2972) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [20:41:19.333573] Epoch: [126] [2580/2904] eta: 0:04:03 lr: 0.002323 loss: 0.1916 (0.1999) loss_rec_all: 0.2175 (0.2257) loss_rec_sfr: 0.2833 (0.2972) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [20:41:34.240571] Epoch: [126] [2600/2904] eta: 0:03:48 lr: 0.002323 loss: 0.1880 (0.1999) loss_rec_all: 0.2138 (0.2257) loss_rec_sfr: 0.2506 (0.2971) loss_cl: -0.2788 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [20:41:49.151616] Epoch: [126] [2620/2904] eta: 0:03:33 lr: 0.002323 loss: 0.1873 (0.1999) loss_rec_all: 0.2131 (0.2257) loss_rec_sfr: 0.2675 (0.2970) loss_cl: -0.2791 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [20:42:04.064725] Epoch: [126] [2640/2904] eta: 0:03:18 lr: 0.002323 loss: 0.1916 (0.1999) loss_rec_all: 0.2179 (0.2257) loss_rec_sfr: 0.2720 (0.2969) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [20:42:18.981966] Epoch: [126] [2660/2904] eta: 0:03:03 lr: 0.002323 loss: 0.1869 (0.1998) loss_rec_all: 0.2134 (0.2256) loss_rec_sfr: 0.2337 (0.2965) loss_cl: -0.2795 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [20:42:33.901712] Epoch: [126] [2680/2904] eta: 0:02:48 lr: 0.002323 loss: 0.1894 (0.1998) loss_rec_all: 0.2154 (0.2256) loss_rec_sfr: 0.2865 (0.2965) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [20:42:48.823465] Epoch: [126] [2700/2904] eta: 0:02:33 lr: 0.002323 loss: 0.1874 (0.1997) loss_rec_all: 0.2138 (0.2256) loss_rec_sfr: 0.2684 (0.2964) loss_cl: -0.2794 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [20:43:03.740345] Epoch: [126] [2720/2904] eta: 0:02:18 lr: 0.002323 loss: 0.1884 (0.1997) loss_rec_all: 0.2142 (0.2255) loss_rec_sfr: 0.2877 (0.2965) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [20:43:18.659445] Epoch: [126] [2740/2904] eta: 0:02:03 lr: 0.002323 loss: 0.1874 (0.1997) loss_rec_all: 0.2131 (0.2255) loss_rec_sfr: 0.2772 (0.2964) loss_cl: -0.2772 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [20:43:33.577602] Epoch: [126] [2760/2904] eta: 0:01:48 lr: 0.002323 loss: 0.1877 (0.1997) loss_rec_all: 0.2134 (0.2255) loss_rec_sfr: 0.2881 (0.2965) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [20:43:48.498729] Epoch: [126] [2780/2904] eta: 0:01:33 lr: 0.002323 loss: 0.1869 (0.1997) loss_rec_all: 0.2131 (0.2255) loss_rec_sfr: 0.2684 (0.2964) loss_cl: -0.2800 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [20:44:03.420914] Epoch: [126] [2800/2904] eta: 0:01:18 lr: 0.002323 loss: 0.1917 (0.1997) loss_rec_all: 0.2175 (0.2255) loss_rec_sfr: 0.2734 (0.2964) loss_cl: -0.2789 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [20:44:18.343200] Epoch: [126] [2820/2904] eta: 0:01:03 lr: 0.002323 loss: 0.1926 (0.1997) loss_rec_all: 0.2183 (0.2255) loss_rec_sfr: 0.2786 (0.2965) loss_cl: -0.2787 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [20:44:33.281471] Epoch: [126] [2840/2904] eta: 0:00:48 lr: 0.002323 loss: 0.1912 (0.1998) loss_rec_all: 0.2169 (0.2256) loss_rec_sfr: 0.2883 (0.2966) loss_cl: -0.2782 (-0.2788) time: 0.7469 data: 0.0023 max mem: 29860 [20:44:48.182898] Epoch: [126] [2860/2904] eta: 0:00:33 lr: 0.002323 loss: 0.1923 (0.1999) loss_rec_all: 0.2184 (0.2256) loss_rec_sfr: 0.2953 (0.2970) loss_cl: -0.2782 (-0.2788) time: 0.7450 data: 0.0001 max mem: 29860 [20:45:03.083308] Epoch: [126] [2880/2904] eta: 0:00:18 lr: 0.002323 loss: 0.1918 (0.1999) loss_rec_all: 0.2178 (0.2257) loss_rec_sfr: 0.2910 (0.2972) loss_cl: -0.2784 (-0.2788) time: 0.7450 data: 0.0001 max mem: 29860 [20:45:17.987633] Epoch: [126] [2900/2904] eta: 0:00:03 lr: 0.002323 loss: 0.1970 (0.2000) loss_rec_all: 0.2230 (0.2258) loss_rec_sfr: 0.2837 (0.2975) loss_cl: -0.2791 (-0.2788) time: 0.7452 data: 0.0001 max mem: 29860 [20:45:20.229901] Epoch: [126] [2903/2904] eta: 0:00:00 lr: 0.002323 loss: 0.1947 (0.2000) loss_rec_all: 0.2210 (0.2258) loss_rec_sfr: 0.2837 (0.2975) loss_cl: -0.2795 (-0.2788) time: 0.7451 data: 0.0001 max mem: 29860 [20:45:22.363128] Epoch: [126] Total time: 0:36:26 (0.7530 s / it) [20:45:22.375288] Averaged stats: lr: 0.002323 loss: 0.1947 (0.2021) loss_rec_all: 0.2210 (0.2256) loss_rec_sfr: 0.2837 (0.2973) loss_cl: -0.2795 (-0.2555) [20:45:22.380094] log_dir: ./checkpoint/VF2_ViT-B [20:45:38.928826] Epoch: [127] [ 0/2904] eta: 13:20:55 lr: 0.002323 loss: 0.1889 (0.1889) loss_rec_all: 0.2152 (0.2152) loss_rec_sfr: 0.2139 (0.2139) loss_cl: -0.2787 (-0.2787) time: 16.5481 data: 14.3967 max mem: 29860 [20:45:54.266504] Epoch: [127] [ 20/2904] eta: 1:12:58 lr: 0.002323 loss: 0.1847 (0.1887) loss_rec_all: 0.2108 (0.2147) loss_rec_sfr: 0.2803 (0.2649) loss_cl: -0.2794 (-0.2793) time: 0.7668 data: 0.0002 max mem: 29860 [20:46:09.172707] Epoch: [127] [ 40/2904] eta: 0:54:28 lr: 0.002323 loss: 0.1871 (0.1884) loss_rec_all: 0.2128 (0.2145) loss_rec_sfr: 0.2699 (0.2626) loss_cl: -0.2787 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [20:46:24.093250] Epoch: [127] [ 60/2904] eta: 0:47:57 lr: 0.002323 loss: 0.1904 (0.1925) loss_rec_all: 0.2162 (0.2184) loss_rec_sfr: 0.2833 (0.2776) loss_cl: -0.2783 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [20:46:39.020699] Epoch: [127] [ 80/2904] eta: 0:44:31 lr: 0.002323 loss: 0.1894 (0.1943) loss_rec_all: 0.2154 (0.2202) loss_rec_sfr: 0.2741 (0.2817) loss_cl: -0.2781 (-0.2785) time: 0.7463 data: 0.0002 max mem: 29860 [20:46:53.957200] Epoch: [127] [ 100/2904] eta: 0:42:22 lr: 0.002323 loss: 0.1946 (0.1966) loss_rec_all: 0.2206 (0.2225) loss_rec_sfr: 0.2684 (0.2878) loss_cl: -0.2785 (-0.2785) time: 0.7468 data: 0.0002 max mem: 29860 [20:47:08.905562] Epoch: [127] [ 120/2904] eta: 0:40:50 lr: 0.002323 loss: 0.1882 (0.1970) loss_rec_all: 0.2140 (0.2228) loss_rec_sfr: 0.2854 (0.2914) loss_cl: -0.2787 (-0.2785) time: 0.7474 data: 0.0002 max mem: 29860 [20:47:24.002485] Epoch: [127] [ 140/2904] eta: 0:39:43 lr: 0.002323 loss: 0.1884 (0.1975) loss_rec_all: 0.2146 (0.2233) loss_rec_sfr: 0.2675 (0.2923) loss_cl: -0.2795 (-0.2787) time: 0.7548 data: 0.0002 max mem: 29860 [20:47:38.955989] Epoch: [127] [ 160/2904] eta: 0:38:47 lr: 0.002323 loss: 0.1883 (0.1981) loss_rec_all: 0.2144 (0.2239) loss_rec_sfr: 0.2678 (0.2927) loss_cl: -0.2800 (-0.2788) time: 0.7476 data: 0.0002 max mem: 29860 [20:47:53.939934] Epoch: [127] [ 180/2904] eta: 0:38:00 lr: 0.002323 loss: 0.1879 (0.1982) loss_rec_all: 0.2136 (0.2240) loss_rec_sfr: 0.2717 (0.2935) loss_cl: -0.2786 (-0.2788) time: 0.7492 data: 0.0002 max mem: 29860 [20:48:08.888902] Epoch: [127] [ 200/2904] eta: 0:37:19 lr: 0.002323 loss: 0.1869 (0.1983) loss_rec_all: 0.2126 (0.2241) loss_rec_sfr: 0.2860 (0.2950) loss_cl: -0.2774 (-0.2786) time: 0.7474 data: 0.0002 max mem: 29860 [20:48:23.841572] Epoch: [127] [ 220/2904] eta: 0:36:43 lr: 0.002323 loss: 0.1934 (0.1990) loss_rec_all: 0.2193 (0.2247) loss_rec_sfr: 0.2808 (0.2968) loss_cl: -0.2780 (-0.2786) time: 0.7476 data: 0.0002 max mem: 29860 [20:48:38.786587] Epoch: [127] [ 240/2904] eta: 0:36:10 lr: 0.002323 loss: 0.1922 (0.1996) loss_rec_all: 0.2177 (0.2254) loss_rec_sfr: 0.2877 (0.2990) loss_cl: -0.2789 (-0.2786) time: 0.7472 data: 0.0002 max mem: 29860 [20:48:53.719363] Epoch: [127] [ 260/2904] eta: 0:35:40 lr: 0.002323 loss: 0.1886 (0.1993) loss_rec_all: 0.2151 (0.2250) loss_rec_sfr: 0.2562 (0.2970) loss_cl: -0.2794 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [20:49:08.661728] Epoch: [127] [ 280/2904] eta: 0:35:12 lr: 0.002323 loss: 0.1891 (0.1988) loss_rec_all: 0.2151 (0.2246) loss_rec_sfr: 0.2699 (0.2954) loss_cl: -0.2787 (-0.2787) time: 0.7471 data: 0.0002 max mem: 29860 [20:49:23.600228] Epoch: [127] [ 300/2904] eta: 0:34:46 lr: 0.002323 loss: 0.1966 (0.1992) loss_rec_all: 0.2224 (0.2250) loss_rec_sfr: 0.2835 (0.2965) loss_cl: -0.2787 (-0.2787) time: 0.7469 data: 0.0002 max mem: 29860 [20:49:38.513829] Epoch: [127] [ 320/2904] eta: 0:34:21 lr: 0.002323 loss: 0.1875 (0.1993) loss_rec_all: 0.2138 (0.2251) loss_rec_sfr: 0.2703 (0.2967) loss_cl: -0.2786 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [20:49:53.437841] Epoch: [127] [ 340/2904] eta: 0:33:57 lr: 0.002323 loss: 0.1913 (0.1993) loss_rec_all: 0.2172 (0.2251) loss_rec_sfr: 0.2751 (0.2966) loss_cl: -0.2785 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [20:50:08.365028] Epoch: [127] [ 360/2904] eta: 0:33:35 lr: 0.002323 loss: 0.1897 (0.1992) loss_rec_all: 0.2158 (0.2250) loss_rec_sfr: 0.2687 (0.2957) loss_cl: -0.2787 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [20:50:23.303959] Epoch: [127] [ 380/2904] eta: 0:33:13 lr: 0.002323 loss: 0.1908 (0.1994) loss_rec_all: 0.2168 (0.2252) loss_rec_sfr: 0.2626 (0.2956) loss_cl: -0.2784 (-0.2786) time: 0.7469 data: 0.0002 max mem: 29860 [20:50:38.227085] Epoch: [127] [ 400/2904] eta: 0:32:52 lr: 0.002323 loss: 0.1870 (0.1994) loss_rec_all: 0.2130 (0.2252) loss_rec_sfr: 0.2694 (0.2957) loss_cl: -0.2789 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [20:50:53.143440] Epoch: [127] [ 420/2904] eta: 0:32:31 lr: 0.002323 loss: 0.1879 (0.1998) loss_rec_all: 0.2143 (0.2255) loss_rec_sfr: 0.2870 (0.2973) loss_cl: -0.2784 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [20:51:08.056084] Epoch: [127] [ 440/2904] eta: 0:32:11 lr: 0.002323 loss: 0.1917 (0.2001) loss_rec_all: 0.2176 (0.2259) loss_rec_sfr: 0.2744 (0.2986) loss_cl: -0.2789 (-0.2786) time: 0.7456 data: 0.0002 max mem: 29860 [20:51:22.974169] Epoch: [127] [ 460/2904] eta: 0:31:51 lr: 0.002323 loss: 0.1919 (0.2003) loss_rec_all: 0.2180 (0.2261) loss_rec_sfr: 0.2788 (0.2991) loss_cl: -0.2791 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [20:51:37.898904] Epoch: [127] [ 480/2904] eta: 0:31:32 lr: 0.002323 loss: 0.1904 (0.2002) loss_rec_all: 0.2168 (0.2260) loss_rec_sfr: 0.2776 (0.2987) loss_cl: -0.2796 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [20:51:52.819829] Epoch: [127] [ 500/2904] eta: 0:31:13 lr: 0.002323 loss: 0.1941 (0.2004) loss_rec_all: 0.2200 (0.2261) loss_rec_sfr: 0.2835 (0.2992) loss_cl: -0.2797 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [20:52:07.736688] Epoch: [127] [ 520/2904] eta: 0:30:54 lr: 0.002323 loss: 0.1859 (0.2000) loss_rec_all: 0.2125 (0.2258) loss_rec_sfr: 0.2504 (0.2977) loss_cl: -0.2781 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [20:52:22.655372] Epoch: [127] [ 540/2904] eta: 0:30:36 lr: 0.002323 loss: 0.1904 (0.2004) loss_rec_all: 0.2164 (0.2262) loss_rec_sfr: 0.2904 (0.2990) loss_cl: -0.2773 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [20:52:37.576991] Epoch: [127] [ 560/2904] eta: 0:30:18 lr: 0.002323 loss: 0.1878 (0.2003) loss_rec_all: 0.2140 (0.2260) loss_rec_sfr: 0.2936 (0.2988) loss_cl: -0.2792 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [20:52:52.501294] Epoch: [127] [ 580/2904] eta: 0:30:00 lr: 0.002323 loss: 0.1966 (0.2006) loss_rec_all: 0.2228 (0.2264) loss_rec_sfr: 0.2757 (0.2998) loss_cl: -0.2793 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [20:53:07.424613] Epoch: [127] [ 600/2904] eta: 0:29:42 lr: 0.002323 loss: 0.1891 (0.2005) loss_rec_all: 0.2150 (0.2262) loss_rec_sfr: 0.2861 (0.2997) loss_cl: -0.2785 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [20:53:22.341216] Epoch: [127] [ 620/2904] eta: 0:29:25 lr: 0.002323 loss: 0.1961 (0.2007) loss_rec_all: 0.2221 (0.2265) loss_rec_sfr: 0.2797 (0.3005) loss_cl: -0.2790 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [20:53:37.254484] Epoch: [127] [ 640/2904] eta: 0:29:07 lr: 0.002323 loss: 0.1897 (0.2007) loss_rec_all: 0.2159 (0.2265) loss_rec_sfr: 0.2833 (0.3004) loss_cl: -0.2787 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [20:53:52.170303] Epoch: [127] [ 660/2904] eta: 0:28:50 lr: 0.002323 loss: 0.1907 (0.2006) loss_rec_all: 0.2165 (0.2264) loss_rec_sfr: 0.2712 (0.2998) loss_cl: -0.2786 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [20:54:07.091291] Epoch: [127] [ 680/2904] eta: 0:28:33 lr: 0.002323 loss: 0.1883 (0.2004) loss_rec_all: 0.2145 (0.2262) loss_rec_sfr: 0.2781 (0.2994) loss_cl: -0.2792 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [20:54:22.011191] Epoch: [127] [ 700/2904] eta: 0:28:16 lr: 0.002323 loss: 0.1903 (0.2004) loss_rec_all: 0.2168 (0.2262) loss_rec_sfr: 0.2726 (0.2993) loss_cl: -0.2793 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [20:54:36.931862] Epoch: [127] [ 720/2904] eta: 0:27:59 lr: 0.002323 loss: 0.1929 (0.2005) loss_rec_all: 0.2190 (0.2263) loss_rec_sfr: 0.2880 (0.2999) loss_cl: -0.2784 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [20:54:51.853139] Epoch: [127] [ 740/2904] eta: 0:27:42 lr: 0.002323 loss: 0.1862 (0.2002) loss_rec_all: 0.2124 (0.2260) loss_rec_sfr: 0.2468 (0.2991) loss_cl: -0.2785 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [20:55:06.770440] Epoch: [127] [ 760/2904] eta: 0:27:26 lr: 0.002323 loss: 0.1960 (0.2005) loss_rec_all: 0.2220 (0.2263) loss_rec_sfr: 0.2897 (0.3001) loss_cl: -0.2787 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [20:55:21.688846] Epoch: [127] [ 780/2904] eta: 0:27:09 lr: 0.002323 loss: 0.1892 (0.2006) loss_rec_all: 0.2156 (0.2264) loss_rec_sfr: 0.2845 (0.3003) loss_cl: -0.2798 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [20:55:36.604280] Epoch: [127] [ 800/2904] eta: 0:26:53 lr: 0.002323 loss: 0.1874 (0.2006) loss_rec_all: 0.2133 (0.2264) loss_rec_sfr: 0.2887 (0.3005) loss_cl: -0.2789 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [20:55:51.519215] Epoch: [127] [ 820/2904] eta: 0:26:36 lr: 0.002323 loss: 0.1918 (0.2005) loss_rec_all: 0.2178 (0.2263) loss_rec_sfr: 0.2627 (0.3001) loss_cl: -0.2794 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [20:56:06.430549] Epoch: [127] [ 840/2904] eta: 0:26:20 lr: 0.002323 loss: 0.1908 (0.2006) loss_rec_all: 0.2165 (0.2264) loss_rec_sfr: 0.2697 (0.2999) loss_cl: -0.2785 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [20:56:21.346394] Epoch: [127] [ 860/2904] eta: 0:26:04 lr: 0.002323 loss: 0.1868 (0.2005) loss_rec_all: 0.2133 (0.2262) loss_rec_sfr: 0.2368 (0.2992) loss_cl: -0.2788 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [20:56:36.261300] Epoch: [127] [ 880/2904] eta: 0:25:48 lr: 0.002323 loss: 0.1962 (0.2005) loss_rec_all: 0.2222 (0.2263) loss_rec_sfr: 0.2683 (0.2990) loss_cl: -0.2785 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [20:56:51.175968] Epoch: [127] [ 900/2904] eta: 0:25:31 lr: 0.002323 loss: 0.1876 (0.2004) loss_rec_all: 0.2133 (0.2262) loss_rec_sfr: 0.2805 (0.2989) loss_cl: -0.2793 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [20:57:06.087825] Epoch: [127] [ 920/2904] eta: 0:25:15 lr: 0.002323 loss: 0.1953 (0.2003) loss_rec_all: 0.2213 (0.2261) loss_rec_sfr: 0.2658 (0.2983) loss_cl: -0.2788 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [20:57:21.006619] Epoch: [127] [ 940/2904] eta: 0:24:59 lr: 0.002323 loss: 0.1890 (0.2003) loss_rec_all: 0.2149 (0.2261) loss_rec_sfr: 0.2774 (0.2983) loss_cl: -0.2793 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [20:57:35.920650] Epoch: [127] [ 960/2904] eta: 0:24:43 lr: 0.002323 loss: 0.1893 (0.2004) loss_rec_all: 0.2155 (0.2262) loss_rec_sfr: 0.2856 (0.2984) loss_cl: -0.2789 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [20:57:50.842787] Epoch: [127] [ 980/2904] eta: 0:24:27 lr: 0.002323 loss: 0.1918 (0.2005) loss_rec_all: 0.2179 (0.2262) loss_rec_sfr: 0.2887 (0.2989) loss_cl: -0.2785 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [20:58:05.761905] Epoch: [127] [1000/2904] eta: 0:24:11 lr: 0.002323 loss: 0.1926 (0.2007) loss_rec_all: 0.2184 (0.2264) loss_rec_sfr: 0.2967 (0.2999) loss_cl: -0.2793 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [20:58:20.684093] Epoch: [127] [1020/2904] eta: 0:23:56 lr: 0.002323 loss: 0.1909 (0.2007) loss_rec_all: 0.2167 (0.2265) loss_rec_sfr: 0.2924 (0.3000) loss_cl: -0.2779 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [20:58:35.600790] Epoch: [127] [1040/2904] eta: 0:23:40 lr: 0.002323 loss: 0.1932 (0.2008) loss_rec_all: 0.2191 (0.2266) loss_rec_sfr: 0.2808 (0.3004) loss_cl: -0.2790 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [20:58:50.516544] Epoch: [127] [1060/2904] eta: 0:23:24 lr: 0.002323 loss: 0.1917 (0.2008) loss_rec_all: 0.2177 (0.2266) loss_rec_sfr: 0.2700 (0.3005) loss_cl: -0.2787 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [20:59:05.433788] Epoch: [127] [1080/2904] eta: 0:23:08 lr: 0.002323 loss: 0.1979 (0.2011) loss_rec_all: 0.2239 (0.2269) loss_rec_sfr: 0.2872 (0.3013) loss_cl: -0.2783 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [20:59:20.348830] Epoch: [127] [1100/2904] eta: 0:22:52 lr: 0.002323 loss: 0.1890 (0.2010) loss_rec_all: 0.2154 (0.2268) loss_rec_sfr: 0.2612 (0.3008) loss_cl: -0.2783 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [20:59:35.262580] Epoch: [127] [1120/2904] eta: 0:22:37 lr: 0.002323 loss: 0.1891 (0.2011) loss_rec_all: 0.2150 (0.2268) loss_rec_sfr: 0.2799 (0.3010) loss_cl: -0.2791 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [20:59:50.178592] Epoch: [127] [1140/2904] eta: 0:22:21 lr: 0.002323 loss: 0.1904 (0.2011) loss_rec_all: 0.2163 (0.2269) loss_rec_sfr: 0.2726 (0.3009) loss_cl: -0.2790 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [21:00:05.092908] Epoch: [127] [1160/2904] eta: 0:22:05 lr: 0.002323 loss: 0.1848 (0.2009) loss_rec_all: 0.2109 (0.2267) loss_rec_sfr: 0.2451 (0.3003) loss_cl: -0.2789 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [21:00:20.008433] Epoch: [127] [1180/2904] eta: 0:21:50 lr: 0.002323 loss: 0.1878 (0.2008) loss_rec_all: 0.2138 (0.2266) loss_rec_sfr: 0.2373 (0.2997) loss_cl: -0.2791 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [21:00:34.920375] Epoch: [127] [1200/2904] eta: 0:21:34 lr: 0.002323 loss: 0.1923 (0.2009) loss_rec_all: 0.2180 (0.2266) loss_rec_sfr: 0.2735 (0.2998) loss_cl: -0.2781 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [21:00:49.833531] Epoch: [127] [1220/2904] eta: 0:21:19 lr: 0.002322 loss: 0.1871 (0.2008) loss_rec_all: 0.2130 (0.2266) loss_rec_sfr: 0.2895 (0.2998) loss_cl: -0.2783 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [21:01:04.751106] Epoch: [127] [1240/2904] eta: 0:21:03 lr: 0.002322 loss: 0.1898 (0.2009) loss_rec_all: 0.2155 (0.2267) loss_rec_sfr: 0.2918 (0.3001) loss_cl: -0.2782 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [21:01:19.666023] Epoch: [127] [1260/2904] eta: 0:20:47 lr: 0.002322 loss: 0.1945 (0.2009) loss_rec_all: 0.2206 (0.2267) loss_rec_sfr: 0.2649 (0.2999) loss_cl: -0.2794 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [21:01:34.581450] Epoch: [127] [1280/2904] eta: 0:20:32 lr: 0.002322 loss: 0.1862 (0.2008) loss_rec_all: 0.2122 (0.2266) loss_rec_sfr: 0.2736 (0.2996) loss_cl: -0.2795 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [21:01:49.496629] Epoch: [127] [1300/2904] eta: 0:20:16 lr: 0.002322 loss: 0.1861 (0.2007) loss_rec_all: 0.2123 (0.2265) loss_rec_sfr: 0.2753 (0.2994) loss_cl: -0.2790 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [21:02:04.410400] Epoch: [127] [1320/2904] eta: 0:20:01 lr: 0.002322 loss: 0.1891 (0.2007) loss_rec_all: 0.2149 (0.2265) loss_rec_sfr: 0.2753 (0.2994) loss_cl: -0.2781 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [21:02:19.330378] Epoch: [127] [1340/2904] eta: 0:19:45 lr: 0.002322 loss: 0.1931 (0.2007) loss_rec_all: 0.2190 (0.2265) loss_rec_sfr: 0.2829 (0.2994) loss_cl: -0.2783 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [21:02:34.242140] Epoch: [127] [1360/2904] eta: 0:19:30 lr: 0.002322 loss: 0.1870 (0.2006) loss_rec_all: 0.2129 (0.2264) loss_rec_sfr: 0.2877 (0.2991) loss_cl: -0.2786 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [21:02:49.156809] Epoch: [127] [1380/2904] eta: 0:19:15 lr: 0.002322 loss: 0.1867 (0.2005) loss_rec_all: 0.2126 (0.2263) loss_rec_sfr: 0.2818 (0.2989) loss_cl: -0.2792 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [21:03:04.075149] Epoch: [127] [1400/2904] eta: 0:18:59 lr: 0.002322 loss: 0.1899 (0.2005) loss_rec_all: 0.2161 (0.2263) loss_rec_sfr: 0.2752 (0.2989) loss_cl: -0.2785 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [21:03:18.992777] Epoch: [127] [1420/2904] eta: 0:18:44 lr: 0.002322 loss: 0.1917 (0.2005) loss_rec_all: 0.2179 (0.2263) loss_rec_sfr: 0.2841 (0.2990) loss_cl: -0.2788 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [21:03:33.909268] Epoch: [127] [1440/2904] eta: 0:18:28 lr: 0.002322 loss: 0.1920 (0.2005) loss_rec_all: 0.2181 (0.2263) loss_rec_sfr: 0.2727 (0.2988) loss_cl: -0.2796 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [21:03:48.824702] Epoch: [127] [1460/2904] eta: 0:18:13 lr: 0.002322 loss: 0.1906 (0.2004) loss_rec_all: 0.2165 (0.2262) loss_rec_sfr: 0.2726 (0.2984) loss_cl: -0.2796 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [21:04:03.737660] Epoch: [127] [1480/2904] eta: 0:17:58 lr: 0.002322 loss: 0.1908 (0.2004) loss_rec_all: 0.2166 (0.2262) loss_rec_sfr: 0.2699 (0.2985) loss_cl: -0.2791 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [21:04:18.658148] Epoch: [127] [1500/2904] eta: 0:17:42 lr: 0.002322 loss: 0.1901 (0.2005) loss_rec_all: 0.2163 (0.2263) loss_rec_sfr: 0.2761 (0.2986) loss_cl: -0.2780 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [21:04:33.571138] Epoch: [127] [1520/2904] eta: 0:17:27 lr: 0.002322 loss: 0.1939 (0.2005) loss_rec_all: 0.2197 (0.2263) loss_rec_sfr: 0.2839 (0.2988) loss_cl: -0.2789 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [21:04:48.483509] Epoch: [127] [1540/2904] eta: 0:17:12 lr: 0.002322 loss: 0.1908 (0.2005) loss_rec_all: 0.2165 (0.2263) loss_rec_sfr: 0.2712 (0.2986) loss_cl: -0.2792 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [21:05:03.396756] Epoch: [127] [1560/2904] eta: 0:16:56 lr: 0.002322 loss: 0.1946 (0.2006) loss_rec_all: 0.2204 (0.2264) loss_rec_sfr: 0.2989 (0.2991) loss_cl: -0.2791 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [21:05:18.313225] Epoch: [127] [1580/2904] eta: 0:16:41 lr: 0.002322 loss: 0.1933 (0.2008) loss_rec_all: 0.2193 (0.2266) loss_rec_sfr: 0.2953 (0.2998) loss_cl: -0.2789 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [21:05:33.234175] Epoch: [127] [1600/2904] eta: 0:16:26 lr: 0.002322 loss: 0.1926 (0.2009) loss_rec_all: 0.2184 (0.2266) loss_rec_sfr: 0.2788 (0.2999) loss_cl: -0.2781 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [21:05:48.147228] Epoch: [127] [1620/2904] eta: 0:16:10 lr: 0.002322 loss: 0.1920 (0.2010) loss_rec_all: 0.2184 (0.2268) loss_rec_sfr: 0.2768 (0.3002) loss_cl: -0.2789 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [21:06:03.059600] Epoch: [127] [1640/2904] eta: 0:15:55 lr: 0.002322 loss: 0.1894 (0.2009) loss_rec_all: 0.2154 (0.2267) loss_rec_sfr: 0.2813 (0.3000) loss_cl: -0.2784 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [21:06:17.977416] Epoch: [127] [1660/2904] eta: 0:15:40 lr: 0.002322 loss: 0.1889 (0.2010) loss_rec_all: 0.2146 (0.2267) loss_rec_sfr: 0.2637 (0.3000) loss_cl: -0.2791 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [21:06:32.890315] Epoch: [127] [1680/2904] eta: 0:15:25 lr: 0.002322 loss: 0.1888 (0.2009) loss_rec_all: 0.2147 (0.2266) loss_rec_sfr: 0.2794 (0.2998) loss_cl: -0.2784 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [21:06:47.807513] Epoch: [127] [1700/2904] eta: 0:15:09 lr: 0.002322 loss: 0.1862 (0.2007) loss_rec_all: 0.2120 (0.2265) loss_rec_sfr: 0.2488 (0.2994) loss_cl: -0.2790 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [21:07:02.724412] Epoch: [127] [1720/2904] eta: 0:14:54 lr: 0.002322 loss: 0.1913 (0.2008) loss_rec_all: 0.2176 (0.2265) loss_rec_sfr: 0.2901 (0.2996) loss_cl: -0.2787 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [21:07:17.643638] Epoch: [127] [1740/2904] eta: 0:14:39 lr: 0.002322 loss: 0.1900 (0.2007) loss_rec_all: 0.2159 (0.2265) loss_rec_sfr: 0.2761 (0.2995) loss_cl: -0.2799 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [21:07:32.555600] Epoch: [127] [1760/2904] eta: 0:14:24 lr: 0.002322 loss: 0.1921 (0.2007) loss_rec_all: 0.2182 (0.2265) loss_rec_sfr: 0.2876 (0.2996) loss_cl: -0.2791 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [21:07:47.481510] Epoch: [127] [1780/2904] eta: 0:14:08 lr: 0.002322 loss: 0.1882 (0.2006) loss_rec_all: 0.2147 (0.2264) loss_rec_sfr: 0.2442 (0.2992) loss_cl: -0.2791 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [21:08:02.397006] Epoch: [127] [1800/2904] eta: 0:13:53 lr: 0.002322 loss: 0.1892 (0.2006) loss_rec_all: 0.2156 (0.2264) loss_rec_sfr: 0.2771 (0.2991) loss_cl: -0.2789 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [21:08:17.310323] Epoch: [127] [1820/2904] eta: 0:13:38 lr: 0.002322 loss: 0.1888 (0.2006) loss_rec_all: 0.2151 (0.2264) loss_rec_sfr: 0.2821 (0.2991) loss_cl: -0.2792 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [21:08:32.221816] Epoch: [127] [1840/2904] eta: 0:13:23 lr: 0.002322 loss: 0.1872 (0.2006) loss_rec_all: 0.2137 (0.2264) loss_rec_sfr: 0.2934 (0.2993) loss_cl: -0.2781 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [21:08:47.143831] Epoch: [127] [1860/2904] eta: 0:13:08 lr: 0.002322 loss: 0.1871 (0.2006) loss_rec_all: 0.2134 (0.2264) loss_rec_sfr: 0.2830 (0.2992) loss_cl: -0.2782 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [21:09:02.059116] Epoch: [127] [1880/2904] eta: 0:12:52 lr: 0.002322 loss: 0.1931 (0.2007) loss_rec_all: 0.2195 (0.2264) loss_rec_sfr: 0.2864 (0.2993) loss_cl: -0.2793 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [21:09:16.976898] Epoch: [127] [1900/2904] eta: 0:12:37 lr: 0.002322 loss: 0.1895 (0.2007) loss_rec_all: 0.2156 (0.2265) loss_rec_sfr: 0.2905 (0.2995) loss_cl: -0.2787 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [21:09:31.890866] Epoch: [127] [1920/2904] eta: 0:12:22 lr: 0.002322 loss: 0.1875 (0.2007) loss_rec_all: 0.2132 (0.2264) loss_rec_sfr: 0.2782 (0.2995) loss_cl: -0.2784 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [21:09:46.802456] Epoch: [127] [1940/2904] eta: 0:12:07 lr: 0.002322 loss: 0.1960 (0.2008) loss_rec_all: 0.2219 (0.2266) loss_rec_sfr: 0.3051 (0.3002) loss_cl: -0.2782 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [21:10:01.712421] Epoch: [127] [1960/2904] eta: 0:11:52 lr: 0.002322 loss: 0.1884 (0.2008) loss_rec_all: 0.2147 (0.2266) loss_rec_sfr: 0.2795 (0.3001) loss_cl: -0.2790 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [21:10:16.624170] Epoch: [127] [1980/2904] eta: 0:11:36 lr: 0.002322 loss: 0.1887 (0.2007) loss_rec_all: 0.2146 (0.2265) loss_rec_sfr: 0.2826 (0.2999) loss_cl: -0.2796 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [21:10:31.538953] Epoch: [127] [2000/2904] eta: 0:11:21 lr: 0.002322 loss: 0.1904 (0.2007) loss_rec_all: 0.2164 (0.2265) loss_rec_sfr: 0.2779 (0.2998) loss_cl: -0.2788 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [21:10:46.467920] Epoch: [127] [2020/2904] eta: 0:11:06 lr: 0.002322 loss: 0.1894 (0.2007) loss_rec_all: 0.2151 (0.2265) loss_rec_sfr: 0.2730 (0.2998) loss_cl: -0.2775 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [21:11:01.395856] Epoch: [127] [2040/2904] eta: 0:10:51 lr: 0.002322 loss: 0.1878 (0.2006) loss_rec_all: 0.2139 (0.2264) loss_rec_sfr: 0.2745 (0.2995) loss_cl: -0.2783 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [21:11:16.318951] Epoch: [127] [2060/2904] eta: 0:10:36 lr: 0.002322 loss: 0.1831 (0.2005) loss_rec_all: 0.2093 (0.2263) loss_rec_sfr: 0.2609 (0.2992) loss_cl: -0.2794 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [21:11:31.233699] Epoch: [127] [2080/2904] eta: 0:10:21 lr: 0.002322 loss: 0.1925 (0.2005) loss_rec_all: 0.2189 (0.2263) loss_rec_sfr: 0.2735 (0.2992) loss_cl: -0.2793 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [21:11:46.153456] Epoch: [127] [2100/2904] eta: 0:10:06 lr: 0.002322 loss: 0.1866 (0.2004) loss_rec_all: 0.2128 (0.2262) loss_rec_sfr: 0.2714 (0.2989) loss_cl: -0.2790 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [21:12:01.071068] Epoch: [127] [2120/2904] eta: 0:09:50 lr: 0.002322 loss: 0.1918 (0.2005) loss_rec_all: 0.2177 (0.2263) loss_rec_sfr: 0.2743 (0.2990) loss_cl: -0.2787 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [21:12:15.984673] Epoch: [127] [2140/2904] eta: 0:09:35 lr: 0.002322 loss: 0.1883 (0.2005) loss_rec_all: 0.2141 (0.2263) loss_rec_sfr: 0.2816 (0.2991) loss_cl: -0.2784 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [21:12:30.904979] Epoch: [127] [2160/2904] eta: 0:09:20 lr: 0.002322 loss: 0.1878 (0.2004) loss_rec_all: 0.2138 (0.2262) loss_rec_sfr: 0.2709 (0.2989) loss_cl: -0.2788 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [21:12:45.826268] Epoch: [127] [2180/2904] eta: 0:09:05 lr: 0.002322 loss: 0.1876 (0.2003) loss_rec_all: 0.2139 (0.2261) loss_rec_sfr: 0.2665 (0.2985) loss_cl: -0.2793 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [21:13:00.743356] Epoch: [127] [2200/2904] eta: 0:08:50 lr: 0.002322 loss: 0.1878 (0.2002) loss_rec_all: 0.2141 (0.2260) loss_rec_sfr: 0.2693 (0.2982) loss_cl: -0.2790 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [21:13:15.664705] Epoch: [127] [2220/2904] eta: 0:08:35 lr: 0.002322 loss: 0.1908 (0.2002) loss_rec_all: 0.2170 (0.2260) loss_rec_sfr: 0.2696 (0.2981) loss_cl: -0.2787 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [21:13:30.585160] Epoch: [127] [2240/2904] eta: 0:08:20 lr: 0.002322 loss: 0.1898 (0.2002) loss_rec_all: 0.2156 (0.2260) loss_rec_sfr: 0.2896 (0.2982) loss_cl: -0.2787 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [21:13:45.510066] Epoch: [127] [2260/2904] eta: 0:08:05 lr: 0.002322 loss: 0.1875 (0.2002) loss_rec_all: 0.2134 (0.2259) loss_rec_sfr: 0.2720 (0.2980) loss_cl: -0.2795 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [21:14:00.435376] Epoch: [127] [2280/2904] eta: 0:07:49 lr: 0.002322 loss: 0.1885 (0.2001) loss_rec_all: 0.2143 (0.2259) loss_rec_sfr: 0.2817 (0.2979) loss_cl: -0.2794 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [21:14:15.356990] Epoch: [127] [2300/2904] eta: 0:07:34 lr: 0.002322 loss: 0.1918 (0.2001) loss_rec_all: 0.2181 (0.2259) loss_rec_sfr: 0.2487 (0.2979) loss_cl: -0.2790 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [21:14:30.274865] Epoch: [127] [2320/2904] eta: 0:07:19 lr: 0.002322 loss: 0.1887 (0.2002) loss_rec_all: 0.2147 (0.2259) loss_rec_sfr: 0.2736 (0.2980) loss_cl: -0.2782 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [21:14:45.192236] Epoch: [127] [2340/2904] eta: 0:07:04 lr: 0.002322 loss: 0.1899 (0.2001) loss_rec_all: 0.2161 (0.2259) loss_rec_sfr: 0.2899 (0.2979) loss_cl: -0.2795 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [21:15:00.109248] Epoch: [127] [2360/2904] eta: 0:06:49 lr: 0.002322 loss: 0.1930 (0.2001) loss_rec_all: 0.2193 (0.2259) loss_rec_sfr: 0.2788 (0.2979) loss_cl: -0.2786 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [21:15:15.025013] Epoch: [127] [2380/2904] eta: 0:06:34 lr: 0.002322 loss: 0.1888 (0.2001) loss_rec_all: 0.2148 (0.2259) loss_rec_sfr: 0.2829 (0.2978) loss_cl: -0.2800 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [21:15:29.934294] Epoch: [127] [2400/2904] eta: 0:06:19 lr: 0.002322 loss: 0.1897 (0.2000) loss_rec_all: 0.2154 (0.2258) loss_rec_sfr: 0.3019 (0.2977) loss_cl: -0.2791 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [21:15:44.850513] Epoch: [127] [2420/2904] eta: 0:06:04 lr: 0.002322 loss: 0.1909 (0.2001) loss_rec_all: 0.2167 (0.2258) loss_rec_sfr: 0.2858 (0.2979) loss_cl: -0.2797 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [21:15:59.771517] Epoch: [127] [2440/2904] eta: 0:05:49 lr: 0.002322 loss: 0.1870 (0.2000) loss_rec_all: 0.2132 (0.2258) loss_rec_sfr: 0.2905 (0.2977) loss_cl: -0.2802 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [21:16:14.695797] Epoch: [127] [2460/2904] eta: 0:05:34 lr: 0.002322 loss: 0.1962 (0.2001) loss_rec_all: 0.2223 (0.2259) loss_rec_sfr: 0.2736 (0.2979) loss_cl: -0.2783 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [21:16:29.618160] Epoch: [127] [2480/2904] eta: 0:05:19 lr: 0.002322 loss: 0.1909 (0.2001) loss_rec_all: 0.2170 (0.2259) loss_rec_sfr: 0.2747 (0.2980) loss_cl: -0.2782 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [21:16:44.541304] Epoch: [127] [2500/2904] eta: 0:05:04 lr: 0.002322 loss: 0.1896 (0.2001) loss_rec_all: 0.2157 (0.2259) loss_rec_sfr: 0.2751 (0.2981) loss_cl: -0.2794 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [21:16:59.457304] Epoch: [127] [2520/2904] eta: 0:04:48 lr: 0.002322 loss: 0.1887 (0.2001) loss_rec_all: 0.2145 (0.2258) loss_rec_sfr: 0.2734 (0.2979) loss_cl: -0.2783 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [21:17:14.378050] Epoch: [127] [2540/2904] eta: 0:04:33 lr: 0.002322 loss: 0.1912 (0.2001) loss_rec_all: 0.2169 (0.2259) loss_rec_sfr: 0.2691 (0.2980) loss_cl: -0.2783 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [21:17:29.293790] Epoch: [127] [2560/2904] eta: 0:04:18 lr: 0.002322 loss: 0.1888 (0.2001) loss_rec_all: 0.2151 (0.2259) loss_rec_sfr: 0.2444 (0.2979) loss_cl: -0.2790 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [21:17:44.214906] Epoch: [127] [2580/2904] eta: 0:04:03 lr: 0.002322 loss: 0.1908 (0.2001) loss_rec_all: 0.2167 (0.2259) loss_rec_sfr: 0.2713 (0.2978) loss_cl: -0.2787 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [21:17:59.132058] Epoch: [127] [2600/2904] eta: 0:03:48 lr: 0.002322 loss: 0.1884 (0.2001) loss_rec_all: 0.2145 (0.2258) loss_rec_sfr: 0.2579 (0.2977) loss_cl: -0.2794 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [21:18:14.046908] Epoch: [127] [2620/2904] eta: 0:03:33 lr: 0.002322 loss: 0.1862 (0.2000) loss_rec_all: 0.2125 (0.2258) loss_rec_sfr: 0.2459 (0.2975) loss_cl: -0.2802 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [21:18:28.971905] Epoch: [127] [2640/2904] eta: 0:03:18 lr: 0.002322 loss: 0.1932 (0.2001) loss_rec_all: 0.2191 (0.2259) loss_rec_sfr: 0.2805 (0.2977) loss_cl: -0.2780 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [21:18:43.893993] Epoch: [127] [2660/2904] eta: 0:03:03 lr: 0.002322 loss: 0.1898 (0.2001) loss_rec_all: 0.2159 (0.2259) loss_rec_sfr: 0.2706 (0.2978) loss_cl: -0.2782 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [21:18:58.811485] Epoch: [127] [2680/2904] eta: 0:02:48 lr: 0.002322 loss: 0.1900 (0.2002) loss_rec_all: 0.2158 (0.2260) loss_rec_sfr: 0.2820 (0.2979) loss_cl: -0.2779 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [21:19:13.728256] Epoch: [127] [2700/2904] eta: 0:02:33 lr: 0.002322 loss: 0.1872 (0.2001) loss_rec_all: 0.2132 (0.2259) loss_rec_sfr: 0.2756 (0.2978) loss_cl: -0.2794 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [21:19:28.639423] Epoch: [127] [2720/2904] eta: 0:02:18 lr: 0.002322 loss: 0.1888 (0.2001) loss_rec_all: 0.2151 (0.2259) loss_rec_sfr: 0.2603 (0.2976) loss_cl: -0.2798 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [21:19:43.550809] Epoch: [127] [2740/2904] eta: 0:02:03 lr: 0.002322 loss: 0.1889 (0.2001) loss_rec_all: 0.2147 (0.2259) loss_rec_sfr: 0.2924 (0.2978) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [21:19:58.467068] Epoch: [127] [2760/2904] eta: 0:01:48 lr: 0.002322 loss: 0.1902 (0.2001) loss_rec_all: 0.2162 (0.2259) loss_rec_sfr: 0.2685 (0.2979) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [21:20:13.387053] Epoch: [127] [2780/2904] eta: 0:01:33 lr: 0.002322 loss: 0.1871 (0.2001) loss_rec_all: 0.2135 (0.2259) loss_rec_sfr: 0.2443 (0.2976) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [21:20:28.306118] Epoch: [127] [2800/2904] eta: 0:01:18 lr: 0.002322 loss: 0.1880 (0.2001) loss_rec_all: 0.2139 (0.2259) loss_rec_sfr: 0.2445 (0.2976) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [21:20:43.227874] Epoch: [127] [2820/2904] eta: 0:01:03 lr: 0.002322 loss: 0.1864 (0.2001) loss_rec_all: 0.2126 (0.2259) loss_rec_sfr: 0.2670 (0.2976) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [21:20:58.174951] Epoch: [127] [2840/2904] eta: 0:00:48 lr: 0.002322 loss: 0.1946 (0.2001) loss_rec_all: 0.2201 (0.2259) loss_rec_sfr: 0.2781 (0.2976) loss_cl: -0.2781 (-0.2788) time: 0.7473 data: 0.0023 max mem: 29860 [21:21:13.069135] Epoch: [127] [2860/2904] eta: 0:00:33 lr: 0.002322 loss: 0.1892 (0.2001) loss_rec_all: 0.2151 (0.2259) loss_rec_sfr: 0.2907 (0.2978) loss_cl: -0.2788 (-0.2788) time: 0.7447 data: 0.0001 max mem: 29860 [21:21:27.963602] Epoch: [127] [2880/2904] eta: 0:00:18 lr: 0.002321 loss: 0.1923 (0.2001) loss_rec_all: 0.2181 (0.2259) loss_rec_sfr: 0.2795 (0.2978) loss_cl: -0.2794 (-0.2788) time: 0.7447 data: 0.0001 max mem: 29860 [21:21:42.857137] Epoch: [127] [2900/2904] eta: 0:00:03 lr: 0.002321 loss: 0.1914 (0.2001) loss_rec_all: 0.2172 (0.2259) loss_rec_sfr: 0.2766 (0.2978) loss_cl: -0.2791 (-0.2788) time: 0.7446 data: 0.0001 max mem: 29860 [21:21:45.099732] Epoch: [127] [2903/2904] eta: 0:00:00 lr: 0.002321 loss: 0.1910 (0.2001) loss_rec_all: 0.2169 (0.2259) loss_rec_sfr: 0.2766 (0.2978) loss_cl: -0.2792 (-0.2788) time: 0.7447 data: 0.0001 max mem: 29860 [21:21:47.178128] Epoch: [127] Total time: 0:36:24 (0.7523 s / it) [21:21:47.220221] Averaged stats: lr: 0.002321 loss: 0.1910 (0.2023) loss_rec_all: 0.2169 (0.2258) loss_rec_sfr: 0.2766 (0.2976) loss_cl: -0.2792 (-0.2555) [21:21:47.227497] log_dir: ./checkpoint/VF2_ViT-B [21:22:03.442065] Epoch: [128] [ 0/2904] eta: 13:04:43 lr: 0.002321 loss: 0.1840 (0.1840) loss_rec_all: 0.2104 (0.2104) loss_rec_sfr: 0.2083 (0.2083) loss_cl: -0.2780 (-0.2780) time: 16.2135 data: 13.8787 max mem: 29860 [21:22:19.585800] Epoch: [128] [ 20/2904] eta: 1:14:03 lr: 0.002321 loss: 0.1887 (0.1951) loss_rec_all: 0.2144 (0.2210) loss_rec_sfr: 0.2798 (0.2841) loss_cl: -0.2787 (-0.2784) time: 0.8071 data: 0.0121 max mem: 29860 [21:22:34.464859] Epoch: [128] [ 40/2904] eta: 0:54:59 lr: 0.002321 loss: 0.1889 (0.1953) loss_rec_all: 0.2153 (0.2211) loss_rec_sfr: 0.2744 (0.2844) loss_cl: -0.2782 (-0.2783) time: 0.7439 data: 0.0002 max mem: 29860 [21:22:49.354173] Epoch: [128] [ 60/2904] eta: 0:48:16 lr: 0.002321 loss: 0.1896 (0.1990) loss_rec_all: 0.2157 (0.2247) loss_rec_sfr: 0.2791 (0.2943) loss_cl: -0.2786 (-0.2784) time: 0.7444 data: 0.0002 max mem: 29860 [21:23:04.273124] Epoch: [128] [ 80/2904] eta: 0:44:45 lr: 0.002321 loss: 0.1892 (0.1984) loss_rec_all: 0.2150 (0.2242) loss_rec_sfr: 0.2637 (0.2920) loss_cl: -0.2790 (-0.2785) time: 0.7459 data: 0.0002 max mem: 29860 [21:23:19.189943] Epoch: [128] [ 100/2904] eta: 0:42:32 lr: 0.002321 loss: 0.1861 (0.1985) loss_rec_all: 0.2120 (0.2243) loss_rec_sfr: 0.2662 (0.2926) loss_cl: -0.2792 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [21:23:34.123948] Epoch: [128] [ 120/2904] eta: 0:40:59 lr: 0.002321 loss: 0.1907 (0.1995) loss_rec_all: 0.2167 (0.2253) loss_rec_sfr: 0.2869 (0.2965) loss_cl: -0.2786 (-0.2786) time: 0.7467 data: 0.0002 max mem: 29860 [21:23:49.045552] Epoch: [128] [ 140/2904] eta: 0:39:47 lr: 0.002321 loss: 0.1946 (0.2008) loss_rec_all: 0.2204 (0.2265) loss_rec_sfr: 0.2859 (0.3004) loss_cl: -0.2790 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [21:24:03.999921] Epoch: [128] [ 160/2904] eta: 0:38:50 lr: 0.002321 loss: 0.1911 (0.2001) loss_rec_all: 0.2166 (0.2259) loss_rec_sfr: 0.2867 (0.2990) loss_cl: -0.2786 (-0.2786) time: 0.7477 data: 0.0002 max mem: 29860 [21:24:18.937871] Epoch: [128] [ 180/2904] eta: 0:38:03 lr: 0.002321 loss: 0.1910 (0.2006) loss_rec_all: 0.2169 (0.2264) loss_rec_sfr: 0.2737 (0.3006) loss_cl: -0.2789 (-0.2786) time: 0.7469 data: 0.0002 max mem: 29860 [21:24:33.864848] Epoch: [128] [ 200/2904] eta: 0:37:21 lr: 0.002321 loss: 0.1876 (0.2004) loss_rec_all: 0.2137 (0.2262) loss_rec_sfr: 0.2742 (0.2995) loss_cl: -0.2792 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [21:24:48.801996] Epoch: [128] [ 220/2904] eta: 0:36:45 lr: 0.002321 loss: 0.1883 (0.1997) loss_rec_all: 0.2146 (0.2255) loss_rec_sfr: 0.2662 (0.2961) loss_cl: -0.2786 (-0.2786) time: 0.7468 data: 0.0002 max mem: 29860 [21:25:03.738085] Epoch: [128] [ 240/2904] eta: 0:36:12 lr: 0.002321 loss: 0.1881 (0.1992) loss_rec_all: 0.2142 (0.2250) loss_rec_sfr: 0.2660 (0.2946) loss_cl: -0.2794 (-0.2787) time: 0.7468 data: 0.0002 max mem: 29860 [21:25:18.661155] Epoch: [128] [ 260/2904] eta: 0:35:41 lr: 0.002321 loss: 0.1889 (0.1991) loss_rec_all: 0.2147 (0.2249) loss_rec_sfr: 0.2731 (0.2948) loss_cl: -0.2791 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [21:25:33.588964] Epoch: [128] [ 280/2904] eta: 0:35:13 lr: 0.002321 loss: 0.1913 (0.1997) loss_rec_all: 0.2171 (0.2255) loss_rec_sfr: 0.2945 (0.2975) loss_cl: -0.2783 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [21:25:48.530096] Epoch: [128] [ 300/2904] eta: 0:34:47 lr: 0.002321 loss: 0.1911 (0.1999) loss_rec_all: 0.2175 (0.2257) loss_rec_sfr: 0.2743 (0.2974) loss_cl: -0.2788 (-0.2787) time: 0.7470 data: 0.0002 max mem: 29860 [21:26:03.456766] Epoch: [128] [ 320/2904] eta: 0:34:22 lr: 0.002321 loss: 0.1881 (0.1999) loss_rec_all: 0.2137 (0.2257) loss_rec_sfr: 0.2740 (0.2970) loss_cl: -0.2787 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [21:26:18.373738] Epoch: [128] [ 340/2904] eta: 0:33:58 lr: 0.002321 loss: 0.1905 (0.1999) loss_rec_all: 0.2162 (0.2257) loss_rec_sfr: 0.2850 (0.2973) loss_cl: -0.2789 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [21:26:33.299857] Epoch: [128] [ 360/2904] eta: 0:33:35 lr: 0.002321 loss: 0.1899 (0.1997) loss_rec_all: 0.2156 (0.2255) loss_rec_sfr: 0.2762 (0.2964) loss_cl: -0.2786 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [21:26:48.232913] Epoch: [128] [ 380/2904] eta: 0:33:13 lr: 0.002321 loss: 0.1847 (0.1993) loss_rec_all: 0.2103 (0.2251) loss_rec_sfr: 0.2780 (0.2956) loss_cl: -0.2792 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [21:27:03.152462] Epoch: [128] [ 400/2904] eta: 0:32:52 lr: 0.002321 loss: 0.1882 (0.1992) loss_rec_all: 0.2141 (0.2250) loss_rec_sfr: 0.2761 (0.2955) loss_cl: -0.2790 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [21:27:18.068555] Epoch: [128] [ 420/2904] eta: 0:32:31 lr: 0.002321 loss: 0.1904 (0.1995) loss_rec_all: 0.2165 (0.2253) loss_rec_sfr: 0.2956 (0.2969) loss_cl: -0.2781 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [21:27:32.984637] Epoch: [128] [ 440/2904] eta: 0:32:11 lr: 0.002321 loss: 0.1898 (0.1997) loss_rec_all: 0.2162 (0.2255) loss_rec_sfr: 0.2998 (0.2977) loss_cl: -0.2788 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [21:27:47.909073] Epoch: [128] [ 460/2904] eta: 0:31:52 lr: 0.002321 loss: 0.1887 (0.2001) loss_rec_all: 0.2145 (0.2258) loss_rec_sfr: 0.2813 (0.2988) loss_cl: -0.2786 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [21:28:02.832012] Epoch: [128] [ 480/2904] eta: 0:31:32 lr: 0.002321 loss: 0.1920 (0.1998) loss_rec_all: 0.2182 (0.2256) loss_rec_sfr: 0.2697 (0.2980) loss_cl: -0.2790 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [21:28:17.749691] Epoch: [128] [ 500/2904] eta: 0:31:13 lr: 0.002321 loss: 0.1874 (0.1995) loss_rec_all: 0.2132 (0.2253) loss_rec_sfr: 0.2664 (0.2973) loss_cl: -0.2788 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [21:28:32.675375] Epoch: [128] [ 520/2904] eta: 0:30:55 lr: 0.002321 loss: 0.1882 (0.1997) loss_rec_all: 0.2140 (0.2254) loss_rec_sfr: 0.2824 (0.2975) loss_cl: -0.2782 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [21:28:47.595248] Epoch: [128] [ 540/2904] eta: 0:30:36 lr: 0.002321 loss: 0.1893 (0.1997) loss_rec_all: 0.2151 (0.2255) loss_rec_sfr: 0.2789 (0.2977) loss_cl: -0.2787 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [21:29:02.511291] Epoch: [128] [ 560/2904] eta: 0:30:18 lr: 0.002321 loss: 0.1898 (0.1995) loss_rec_all: 0.2160 (0.2253) loss_rec_sfr: 0.2615 (0.2969) loss_cl: -0.2793 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [21:29:17.433899] Epoch: [128] [ 580/2904] eta: 0:30:00 lr: 0.002321 loss: 0.1884 (0.1996) loss_rec_all: 0.2145 (0.2254) loss_rec_sfr: 0.2693 (0.2970) loss_cl: -0.2784 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [21:29:32.357475] Epoch: [128] [ 600/2904] eta: 0:29:43 lr: 0.002321 loss: 0.1906 (0.1995) loss_rec_all: 0.2167 (0.2253) loss_rec_sfr: 0.2716 (0.2966) loss_cl: -0.2792 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [21:29:47.280786] Epoch: [128] [ 620/2904] eta: 0:29:25 lr: 0.002321 loss: 0.1923 (0.1996) loss_rec_all: 0.2182 (0.2254) loss_rec_sfr: 0.2809 (0.2968) loss_cl: -0.2790 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [21:30:02.203878] Epoch: [128] [ 640/2904] eta: 0:29:08 lr: 0.002321 loss: 0.1860 (0.1994) loss_rec_all: 0.2119 (0.2252) loss_rec_sfr: 0.2816 (0.2965) loss_cl: -0.2788 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [21:30:17.125899] Epoch: [128] [ 660/2904] eta: 0:28:50 lr: 0.002321 loss: 0.1890 (0.1992) loss_rec_all: 0.2152 (0.2250) loss_rec_sfr: 0.2781 (0.2959) loss_cl: -0.2787 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [21:30:32.041240] Epoch: [128] [ 680/2904] eta: 0:28:33 lr: 0.002321 loss: 0.1965 (0.1995) loss_rec_all: 0.2226 (0.2253) loss_rec_sfr: 0.2899 (0.2971) loss_cl: -0.2781 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [21:30:46.958900] Epoch: [128] [ 700/2904] eta: 0:28:16 lr: 0.002321 loss: 0.1876 (0.1996) loss_rec_all: 0.2138 (0.2254) loss_rec_sfr: 0.2783 (0.2973) loss_cl: -0.2794 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [21:31:01.870103] Epoch: [128] [ 720/2904] eta: 0:27:59 lr: 0.002321 loss: 0.1872 (0.1995) loss_rec_all: 0.2131 (0.2253) loss_rec_sfr: 0.2785 (0.2974) loss_cl: -0.2791 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [21:31:16.782352] Epoch: [128] [ 740/2904] eta: 0:27:43 lr: 0.002321 loss: 0.1871 (0.1994) loss_rec_all: 0.2128 (0.2252) loss_rec_sfr: 0.2662 (0.2969) loss_cl: -0.2787 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [21:31:31.700735] Epoch: [128] [ 760/2904] eta: 0:27:26 lr: 0.002321 loss: 0.1925 (0.1995) loss_rec_all: 0.2185 (0.2253) loss_rec_sfr: 0.2720 (0.2972) loss_cl: -0.2784 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [21:31:46.619775] Epoch: [128] [ 780/2904] eta: 0:27:10 lr: 0.002321 loss: 0.1937 (0.1996) loss_rec_all: 0.2198 (0.2254) loss_rec_sfr: 0.2792 (0.2975) loss_cl: -0.2783 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [21:32:01.535273] Epoch: [128] [ 800/2904] eta: 0:26:53 lr: 0.002321 loss: 0.1950 (0.1999) loss_rec_all: 0.2211 (0.2257) loss_rec_sfr: 0.2794 (0.2984) loss_cl: -0.2783 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [21:32:16.451261] Epoch: [128] [ 820/2904] eta: 0:26:37 lr: 0.002321 loss: 0.1883 (0.1999) loss_rec_all: 0.2140 (0.2257) loss_rec_sfr: 0.2786 (0.2985) loss_cl: -0.2791 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [21:32:31.369615] Epoch: [128] [ 840/2904] eta: 0:26:20 lr: 0.002321 loss: 0.1895 (0.1998) loss_rec_all: 0.2153 (0.2256) loss_rec_sfr: 0.2744 (0.2981) loss_cl: -0.2793 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [21:32:46.289777] Epoch: [128] [ 860/2904] eta: 0:26:04 lr: 0.002321 loss: 0.1850 (0.1998) loss_rec_all: 0.2108 (0.2255) loss_rec_sfr: 0.2713 (0.2978) loss_cl: -0.2783 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [21:33:01.213572] Epoch: [128] [ 880/2904] eta: 0:25:48 lr: 0.002321 loss: 0.1881 (0.1995) loss_rec_all: 0.2144 (0.2253) loss_rec_sfr: 0.2469 (0.2967) loss_cl: -0.2784 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [21:33:16.132794] Epoch: [128] [ 900/2904] eta: 0:25:32 lr: 0.002321 loss: 0.1904 (0.1996) loss_rec_all: 0.2162 (0.2254) loss_rec_sfr: 0.2655 (0.2966) loss_cl: -0.2785 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [21:33:31.052986] Epoch: [128] [ 920/2904] eta: 0:25:16 lr: 0.002321 loss: 0.1950 (0.1997) loss_rec_all: 0.2209 (0.2255) loss_rec_sfr: 0.2815 (0.2969) loss_cl: -0.2788 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [21:33:45.974221] Epoch: [128] [ 940/2904] eta: 0:25:00 lr: 0.002321 loss: 0.1897 (0.1999) loss_rec_all: 0.2156 (0.2257) loss_rec_sfr: 0.2736 (0.2973) loss_cl: -0.2793 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [21:34:00.896516] Epoch: [128] [ 960/2904] eta: 0:24:44 lr: 0.002321 loss: 0.1904 (0.2000) loss_rec_all: 0.2162 (0.2258) loss_rec_sfr: 0.2850 (0.2978) loss_cl: -0.2797 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [21:34:15.822032] Epoch: [128] [ 980/2904] eta: 0:24:28 lr: 0.002321 loss: 0.1842 (0.2000) loss_rec_all: 0.2106 (0.2258) loss_rec_sfr: 0.2735 (0.2977) loss_cl: -0.2787 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [21:34:30.749612] Epoch: [128] [1000/2904] eta: 0:24:12 lr: 0.002321 loss: 0.1897 (0.1998) loss_rec_all: 0.2156 (0.2256) loss_rec_sfr: 0.2608 (0.2972) loss_cl: -0.2788 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [21:34:45.673377] Epoch: [128] [1020/2904] eta: 0:23:56 lr: 0.002321 loss: 0.1924 (0.1999) loss_rec_all: 0.2182 (0.2257) loss_rec_sfr: 0.2842 (0.2975) loss_cl: -0.2786 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [21:35:00.595755] Epoch: [128] [1040/2904] eta: 0:23:40 lr: 0.002321 loss: 0.1886 (0.1999) loss_rec_all: 0.2148 (0.2257) loss_rec_sfr: 0.2675 (0.2975) loss_cl: -0.2793 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [21:35:15.519669] Epoch: [128] [1060/2904] eta: 0:23:24 lr: 0.002321 loss: 0.1896 (0.1998) loss_rec_all: 0.2161 (0.2256) loss_rec_sfr: 0.2719 (0.2971) loss_cl: -0.2783 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [21:35:30.438851] Epoch: [128] [1080/2904] eta: 0:23:08 lr: 0.002321 loss: 0.1881 (0.1997) loss_rec_all: 0.2137 (0.2255) loss_rec_sfr: 0.2845 (0.2971) loss_cl: -0.2788 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [21:35:45.361163] Epoch: [128] [1100/2904] eta: 0:22:53 lr: 0.002321 loss: 0.1931 (0.1997) loss_rec_all: 0.2190 (0.2255) loss_rec_sfr: 0.2733 (0.2971) loss_cl: -0.2782 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [21:36:00.282704] Epoch: [128] [1120/2904] eta: 0:22:37 lr: 0.002321 loss: 0.1855 (0.1996) loss_rec_all: 0.2118 (0.2254) loss_rec_sfr: 0.2649 (0.2967) loss_cl: -0.2791 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [21:36:15.200808] Epoch: [128] [1140/2904] eta: 0:22:21 lr: 0.002321 loss: 0.1900 (0.1996) loss_rec_all: 0.2162 (0.2254) loss_rec_sfr: 0.2809 (0.2968) loss_cl: -0.2801 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [21:36:30.117383] Epoch: [128] [1160/2904] eta: 0:22:06 lr: 0.002321 loss: 0.1889 (0.1996) loss_rec_all: 0.2149 (0.2254) loss_rec_sfr: 0.2662 (0.2967) loss_cl: -0.2784 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [21:36:45.037017] Epoch: [128] [1180/2904] eta: 0:21:50 lr: 0.002321 loss: 0.1912 (0.1997) loss_rec_all: 0.2168 (0.2255) loss_rec_sfr: 0.2986 (0.2973) loss_cl: -0.2781 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [21:36:59.955019] Epoch: [128] [1200/2904] eta: 0:21:34 lr: 0.002321 loss: 0.1903 (0.1996) loss_rec_all: 0.2164 (0.2254) loss_rec_sfr: 0.2641 (0.2970) loss_cl: -0.2786 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [21:37:14.870183] Epoch: [128] [1220/2904] eta: 0:21:19 lr: 0.002321 loss: 0.1881 (0.1995) loss_rec_all: 0.2141 (0.2253) loss_rec_sfr: 0.2790 (0.2967) loss_cl: -0.2796 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [21:37:29.787057] Epoch: [128] [1240/2904] eta: 0:21:03 lr: 0.002321 loss: 0.1898 (0.1995) loss_rec_all: 0.2157 (0.2253) loss_rec_sfr: 0.2748 (0.2967) loss_cl: -0.2791 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [21:37:44.709801] Epoch: [128] [1260/2904] eta: 0:20:48 lr: 0.002321 loss: 0.1879 (0.1995) loss_rec_all: 0.2137 (0.2253) loss_rec_sfr: 0.2755 (0.2968) loss_cl: -0.2791 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [21:37:59.634372] Epoch: [128] [1280/2904] eta: 0:20:32 lr: 0.002321 loss: 0.1919 (0.1996) loss_rec_all: 0.2180 (0.2254) loss_rec_sfr: 0.2679 (0.2971) loss_cl: -0.2782 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [21:38:14.559233] Epoch: [128] [1300/2904] eta: 0:20:17 lr: 0.002321 loss: 0.1906 (0.1997) loss_rec_all: 0.2164 (0.2255) loss_rec_sfr: 0.2824 (0.2976) loss_cl: -0.2788 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [21:38:29.486490] Epoch: [128] [1320/2904] eta: 0:20:01 lr: 0.002321 loss: 0.1873 (0.1998) loss_rec_all: 0.2134 (0.2256) loss_rec_sfr: 0.2679 (0.2976) loss_cl: -0.2793 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [21:38:44.410622] Epoch: [128] [1340/2904] eta: 0:19:46 lr: 0.002321 loss: 0.1866 (0.1996) loss_rec_all: 0.2126 (0.2254) loss_rec_sfr: 0.2731 (0.2972) loss_cl: -0.2794 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [21:38:59.329207] Epoch: [128] [1360/2904] eta: 0:19:30 lr: 0.002321 loss: 0.1898 (0.1997) loss_rec_all: 0.2156 (0.2255) loss_rec_sfr: 0.2919 (0.2977) loss_cl: -0.2794 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [21:39:14.248955] Epoch: [128] [1380/2904] eta: 0:19:15 lr: 0.002321 loss: 0.1873 (0.1997) loss_rec_all: 0.2129 (0.2255) loss_rec_sfr: 0.2767 (0.2975) loss_cl: -0.2776 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [21:39:29.179294] Epoch: [128] [1400/2904] eta: 0:18:59 lr: 0.002321 loss: 0.1859 (0.1997) loss_rec_all: 0.2118 (0.2255) loss_rec_sfr: 0.2664 (0.2973) loss_cl: -0.2787 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [21:39:44.100985] Epoch: [128] [1420/2904] eta: 0:18:44 lr: 0.002321 loss: 0.1850 (0.1997) loss_rec_all: 0.2111 (0.2255) loss_rec_sfr: 0.2768 (0.2977) loss_cl: -0.2793 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [21:39:59.021896] Epoch: [128] [1440/2904] eta: 0:18:29 lr: 0.002321 loss: 0.1878 (0.1996) loss_rec_all: 0.2144 (0.2254) loss_rec_sfr: 0.2688 (0.2973) loss_cl: -0.2796 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [21:40:13.939316] Epoch: [128] [1460/2904] eta: 0:18:13 lr: 0.002321 loss: 0.1852 (0.1997) loss_rec_all: 0.2112 (0.2255) loss_rec_sfr: 0.2930 (0.2975) loss_cl: -0.2793 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [21:40:28.860441] Epoch: [128] [1480/2904] eta: 0:17:58 lr: 0.002321 loss: 0.1874 (0.1996) loss_rec_all: 0.2137 (0.2254) loss_rec_sfr: 0.2713 (0.2972) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [21:40:43.778057] Epoch: [128] [1500/2904] eta: 0:17:43 lr: 0.002321 loss: 0.1904 (0.1996) loss_rec_all: 0.2164 (0.2254) loss_rec_sfr: 0.2744 (0.2973) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [21:40:58.692882] Epoch: [128] [1520/2904] eta: 0:17:27 lr: 0.002321 loss: 0.1902 (0.1996) loss_rec_all: 0.2161 (0.2254) loss_rec_sfr: 0.2826 (0.2974) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [21:41:13.611444] Epoch: [128] [1540/2904] eta: 0:17:12 lr: 0.002321 loss: 0.1884 (0.1996) loss_rec_all: 0.2142 (0.2254) loss_rec_sfr: 0.2704 (0.2974) loss_cl: -0.2780 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [21:41:28.525607] Epoch: [128] [1560/2904] eta: 0:16:57 lr: 0.002321 loss: 0.1932 (0.1996) loss_rec_all: 0.2191 (0.2254) loss_rec_sfr: 0.2651 (0.2971) loss_cl: -0.2782 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [21:41:43.443846] Epoch: [128] [1580/2904] eta: 0:16:41 lr: 0.002321 loss: 0.1887 (0.1996) loss_rec_all: 0.2146 (0.2254) loss_rec_sfr: 0.2794 (0.2971) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [21:41:58.364225] Epoch: [128] [1600/2904] eta: 0:16:26 lr: 0.002321 loss: 0.1897 (0.1997) loss_rec_all: 0.2160 (0.2255) loss_rec_sfr: 0.2771 (0.2973) loss_cl: -0.2795 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [21:42:13.284468] Epoch: [128] [1620/2904] eta: 0:16:11 lr: 0.002320 loss: 0.1884 (0.1996) loss_rec_all: 0.2147 (0.2254) loss_rec_sfr: 0.2654 (0.2971) loss_cl: -0.2800 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [21:42:28.200789] Epoch: [128] [1640/2904] eta: 0:15:55 lr: 0.002320 loss: 0.1868 (0.1996) loss_rec_all: 0.2134 (0.2254) loss_rec_sfr: 0.2428 (0.2969) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [21:42:43.114746] Epoch: [128] [1660/2904] eta: 0:15:40 lr: 0.002320 loss: 0.1848 (0.1995) loss_rec_all: 0.2107 (0.2253) loss_rec_sfr: 0.2803 (0.2968) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [21:42:58.029043] Epoch: [128] [1680/2904] eta: 0:15:25 lr: 0.002320 loss: 0.1928 (0.1996) loss_rec_all: 0.2187 (0.2254) loss_rec_sfr: 0.2732 (0.2970) loss_cl: -0.2782 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [21:43:12.948715] Epoch: [128] [1700/2904] eta: 0:15:10 lr: 0.002320 loss: 0.1910 (0.1996) loss_rec_all: 0.2174 (0.2254) loss_rec_sfr: 0.2319 (0.2968) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [21:43:28.017548] Epoch: [128] [1720/2904] eta: 0:14:54 lr: 0.002320 loss: 0.1875 (0.1996) loss_rec_all: 0.2137 (0.2254) loss_rec_sfr: 0.2770 (0.2965) loss_cl: -0.2796 (-0.2788) time: 0.7534 data: 0.0002 max mem: 29860 [21:43:42.941586] Epoch: [128] [1740/2904] eta: 0:14:39 lr: 0.002320 loss: 0.1899 (0.1996) loss_rec_all: 0.2162 (0.2254) loss_rec_sfr: 0.2729 (0.2965) loss_cl: -0.2789 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [21:43:57.861010] Epoch: [128] [1760/2904] eta: 0:14:24 lr: 0.002320 loss: 0.1935 (0.1996) loss_rec_all: 0.2192 (0.2254) loss_rec_sfr: 0.2986 (0.2969) loss_cl: -0.2784 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [21:44:12.780545] Epoch: [128] [1780/2904] eta: 0:14:09 lr: 0.002320 loss: 0.1912 (0.1997) loss_rec_all: 0.2169 (0.2255) loss_rec_sfr: 0.2922 (0.2972) loss_cl: -0.2784 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [21:44:27.700476] Epoch: [128] [1800/2904] eta: 0:13:53 lr: 0.002320 loss: 0.1890 (0.1997) loss_rec_all: 0.2148 (0.2255) loss_rec_sfr: 0.2709 (0.2969) loss_cl: -0.2796 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [21:44:42.617296] Epoch: [128] [1820/2904] eta: 0:13:38 lr: 0.002320 loss: 0.2006 (0.1998) loss_rec_all: 0.2264 (0.2256) loss_rec_sfr: 0.2749 (0.2973) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [21:44:57.532103] Epoch: [128] [1840/2904] eta: 0:13:23 lr: 0.002320 loss: 0.1877 (0.1999) loss_rec_all: 0.2139 (0.2257) loss_rec_sfr: 0.2442 (0.2974) loss_cl: -0.2780 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [21:45:12.451055] Epoch: [128] [1860/2904] eta: 0:13:08 lr: 0.002320 loss: 0.1884 (0.2000) loss_rec_all: 0.2143 (0.2258) loss_rec_sfr: 0.2786 (0.2977) loss_cl: -0.2777 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [21:45:27.365633] Epoch: [128] [1880/2904] eta: 0:12:53 lr: 0.002320 loss: 0.1870 (0.2000) loss_rec_all: 0.2128 (0.2258) loss_rec_sfr: 0.2681 (0.2977) loss_cl: -0.2742 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [21:45:42.284529] Epoch: [128] [1900/2904] eta: 0:12:37 lr: 0.002320 loss: 0.1878 (0.2001) loss_rec_all: 0.2142 (0.2258) loss_rec_sfr: 0.2885 (0.2979) loss_cl: -0.2798 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [21:45:57.201945] Epoch: [128] [1920/2904] eta: 0:12:22 lr: 0.002320 loss: 0.1978 (0.2001) loss_rec_all: 0.2233 (0.2259) loss_rec_sfr: 0.2809 (0.2983) loss_cl: -0.2775 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [21:46:12.122230] Epoch: [128] [1940/2904] eta: 0:12:07 lr: 0.002320 loss: 0.1912 (0.2001) loss_rec_all: 0.2169 (0.2259) loss_rec_sfr: 0.2746 (0.2983) loss_cl: -0.2775 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [21:46:27.036892] Epoch: [128] [1960/2904] eta: 0:11:52 lr: 0.002320 loss: 0.1901 (0.2001) loss_rec_all: 0.2157 (0.2259) loss_rec_sfr: 0.2889 (0.2984) loss_cl: -0.2768 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [21:46:41.948885] Epoch: [128] [1980/2904] eta: 0:11:37 lr: 0.002320 loss: 0.1928 (0.2002) loss_rec_all: 0.2192 (0.2260) loss_rec_sfr: 0.2964 (0.2986) loss_cl: -0.2809 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [21:46:56.864377] Epoch: [128] [2000/2904] eta: 0:11:21 lr: 0.002320 loss: 0.1871 (0.2002) loss_rec_all: 0.2126 (0.2260) loss_rec_sfr: 0.2893 (0.2987) loss_cl: -0.2774 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [21:47:11.783509] Epoch: [128] [2020/2904] eta: 0:11:06 lr: 0.002320 loss: 0.1837 (0.2001) loss_rec_all: 0.2094 (0.2259) loss_rec_sfr: 0.2681 (0.2984) loss_cl: -0.2777 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [21:47:26.709412] Epoch: [128] [2040/2904] eta: 0:10:51 lr: 0.002320 loss: 0.1866 (0.2001) loss_rec_all: 0.2129 (0.2259) loss_rec_sfr: 0.2646 (0.2983) loss_cl: -0.2789 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [21:47:41.631831] Epoch: [128] [2060/2904] eta: 0:10:36 lr: 0.002320 loss: 0.1903 (0.2001) loss_rec_all: 0.2162 (0.2259) loss_rec_sfr: 0.2685 (0.2983) loss_cl: -0.2789 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [21:47:56.555068] Epoch: [128] [2080/2904] eta: 0:10:21 lr: 0.002320 loss: 0.1926 (0.2001) loss_rec_all: 0.2186 (0.2259) loss_rec_sfr: 0.2826 (0.2984) loss_cl: -0.2793 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [21:48:11.474489] Epoch: [128] [2100/2904] eta: 0:10:06 lr: 0.002320 loss: 0.1900 (0.2001) loss_rec_all: 0.2161 (0.2259) loss_rec_sfr: 0.2822 (0.2985) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [21:48:26.391067] Epoch: [128] [2120/2904] eta: 0:09:51 lr: 0.002320 loss: 0.1908 (0.2001) loss_rec_all: 0.2166 (0.2259) loss_rec_sfr: 0.2847 (0.2984) loss_cl: -0.2774 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [21:48:41.303318] Epoch: [128] [2140/2904] eta: 0:09:35 lr: 0.002320 loss: 0.1892 (0.2000) loss_rec_all: 0.2155 (0.2258) loss_rec_sfr: 0.2673 (0.2984) loss_cl: -0.2782 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [21:48:56.213428] Epoch: [128] [2160/2904] eta: 0:09:20 lr: 0.002320 loss: 0.1890 (0.2000) loss_rec_all: 0.2150 (0.2258) loss_rec_sfr: 0.2849 (0.2983) loss_cl: -0.2795 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [21:49:11.127783] Epoch: [128] [2180/2904] eta: 0:09:05 lr: 0.002320 loss: 0.1949 (0.2000) loss_rec_all: 0.2208 (0.2258) loss_rec_sfr: 0.2764 (0.2982) loss_cl: -0.2784 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [21:49:26.042761] Epoch: [128] [2200/2904] eta: 0:08:50 lr: 0.002320 loss: 0.1939 (0.2001) loss_rec_all: 0.2198 (0.2258) loss_rec_sfr: 0.2655 (0.2983) loss_cl: -0.2783 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [21:49:40.959150] Epoch: [128] [2220/2904] eta: 0:08:35 lr: 0.002320 loss: 0.1909 (0.2001) loss_rec_all: 0.2167 (0.2259) loss_rec_sfr: 0.2742 (0.2984) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [21:49:55.876091] Epoch: [128] [2240/2904] eta: 0:08:20 lr: 0.002320 loss: 0.1964 (0.2001) loss_rec_all: 0.2223 (0.2259) loss_rec_sfr: 0.2768 (0.2984) loss_cl: -0.2794 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [21:50:10.793209] Epoch: [128] [2260/2904] eta: 0:08:05 lr: 0.002320 loss: 0.1878 (0.2001) loss_rec_all: 0.2138 (0.2259) loss_rec_sfr: 0.2713 (0.2985) loss_cl: -0.2797 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [21:50:25.713072] Epoch: [128] [2280/2904] eta: 0:07:50 lr: 0.002320 loss: 0.1884 (0.2002) loss_rec_all: 0.2142 (0.2260) loss_rec_sfr: 0.2834 (0.2988) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [21:50:40.637907] Epoch: [128] [2300/2904] eta: 0:07:34 lr: 0.002320 loss: 0.1886 (0.2002) loss_rec_all: 0.2144 (0.2260) loss_rec_sfr: 0.2426 (0.2987) loss_cl: -0.2778 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [21:50:55.558285] Epoch: [128] [2320/2904] eta: 0:07:19 lr: 0.002320 loss: 0.1876 (0.2001) loss_rec_all: 0.2135 (0.2259) loss_rec_sfr: 0.2655 (0.2985) loss_cl: -0.2778 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [21:51:10.479810] Epoch: [128] [2340/2904] eta: 0:07:04 lr: 0.002320 loss: 0.1941 (0.2002) loss_rec_all: 0.2203 (0.2260) loss_rec_sfr: 0.2798 (0.2986) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [21:51:25.401923] Epoch: [128] [2360/2904] eta: 0:06:49 lr: 0.002320 loss: 0.1866 (0.2001) loss_rec_all: 0.2131 (0.2259) loss_rec_sfr: 0.2775 (0.2985) loss_cl: -0.2801 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [21:51:40.321161] Epoch: [128] [2380/2904] eta: 0:06:34 lr: 0.002320 loss: 0.1917 (0.2002) loss_rec_all: 0.2178 (0.2260) loss_rec_sfr: 0.2724 (0.2986) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [21:51:55.237676] Epoch: [128] [2400/2904] eta: 0:06:19 lr: 0.002320 loss: 0.1928 (0.2002) loss_rec_all: 0.2190 (0.2260) loss_rec_sfr: 0.2749 (0.2986) loss_cl: -0.2783 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [21:52:10.159531] Epoch: [128] [2420/2904] eta: 0:06:04 lr: 0.002320 loss: 0.1885 (0.2002) loss_rec_all: 0.2143 (0.2260) loss_rec_sfr: 0.2826 (0.2987) loss_cl: -0.2793 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [21:52:25.083681] Epoch: [128] [2440/2904] eta: 0:05:49 lr: 0.002320 loss: 0.1883 (0.2002) loss_rec_all: 0.2146 (0.2260) loss_rec_sfr: 0.2774 (0.2987) loss_cl: -0.2786 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [21:52:40.004505] Epoch: [128] [2460/2904] eta: 0:05:34 lr: 0.002320 loss: 0.1899 (0.2002) loss_rec_all: 0.2163 (0.2260) loss_rec_sfr: 0.2736 (0.2986) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [21:52:54.924862] Epoch: [128] [2480/2904] eta: 0:05:19 lr: 0.002320 loss: 0.1873 (0.2001) loss_rec_all: 0.2130 (0.2259) loss_rec_sfr: 0.2674 (0.2984) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [21:53:09.850672] Epoch: [128] [2500/2904] eta: 0:05:04 lr: 0.002320 loss: 0.1886 (0.2001) loss_rec_all: 0.2145 (0.2259) loss_rec_sfr: 0.2785 (0.2983) loss_cl: -0.2786 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [21:53:24.771637] Epoch: [128] [2520/2904] eta: 0:04:49 lr: 0.002320 loss: 0.1884 (0.2001) loss_rec_all: 0.2143 (0.2259) loss_rec_sfr: 0.2735 (0.2981) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [21:53:39.694782] Epoch: [128] [2540/2904] eta: 0:04:33 lr: 0.002320 loss: 0.1870 (0.2001) loss_rec_all: 0.2136 (0.2258) loss_rec_sfr: 0.2752 (0.2981) loss_cl: -0.2795 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [21:53:54.611357] Epoch: [128] [2560/2904] eta: 0:04:18 lr: 0.002320 loss: 0.1929 (0.2001) loss_rec_all: 0.2191 (0.2259) loss_rec_sfr: 0.2690 (0.2981) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [21:54:09.526219] Epoch: [128] [2580/2904] eta: 0:04:03 lr: 0.002320 loss: 0.1938 (0.2002) loss_rec_all: 0.2194 (0.2260) loss_rec_sfr: 0.2948 (0.2984) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [21:54:24.441189] Epoch: [128] [2600/2904] eta: 0:03:48 lr: 0.002320 loss: 0.1911 (0.2002) loss_rec_all: 0.2168 (0.2260) loss_rec_sfr: 0.2799 (0.2986) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [21:54:39.360958] Epoch: [128] [2620/2904] eta: 0:03:33 lr: 0.002320 loss: 0.1906 (0.2002) loss_rec_all: 0.2163 (0.2260) loss_rec_sfr: 0.2795 (0.2985) loss_cl: -0.2784 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [21:54:54.280548] Epoch: [128] [2640/2904] eta: 0:03:18 lr: 0.002320 loss: 0.1899 (0.2001) loss_rec_all: 0.2157 (0.2259) loss_rec_sfr: 0.2812 (0.2984) loss_cl: -0.2795 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [21:55:09.200480] Epoch: [128] [2660/2904] eta: 0:03:03 lr: 0.002320 loss: 0.1916 (0.2002) loss_rec_all: 0.2175 (0.2260) loss_rec_sfr: 0.2837 (0.2986) loss_cl: -0.2794 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [21:55:24.124174] Epoch: [128] [2680/2904] eta: 0:02:48 lr: 0.002320 loss: 0.1896 (0.2003) loss_rec_all: 0.2161 (0.2261) loss_rec_sfr: 0.2819 (0.2988) loss_cl: -0.2788 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [21:55:39.048158] Epoch: [128] [2700/2904] eta: 0:02:33 lr: 0.002320 loss: 0.1883 (0.2003) loss_rec_all: 0.2145 (0.2260) loss_rec_sfr: 0.2719 (0.2987) loss_cl: -0.2782 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [21:55:53.970140] Epoch: [128] [2720/2904] eta: 0:02:18 lr: 0.002320 loss: 0.1863 (0.2002) loss_rec_all: 0.2122 (0.2260) loss_rec_sfr: 0.2810 (0.2986) loss_cl: -0.2791 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [21:56:08.889200] Epoch: [128] [2740/2904] eta: 0:02:03 lr: 0.002320 loss: 0.1865 (0.2002) loss_rec_all: 0.2125 (0.2260) loss_rec_sfr: 0.2523 (0.2985) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [21:56:23.810461] Epoch: [128] [2760/2904] eta: 0:01:48 lr: 0.002320 loss: 0.1894 (0.2002) loss_rec_all: 0.2152 (0.2260) loss_rec_sfr: 0.2745 (0.2984) loss_cl: -0.2780 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [21:56:38.728504] Epoch: [128] [2780/2904] eta: 0:01:33 lr: 0.002320 loss: 0.1835 (0.2001) loss_rec_all: 0.2092 (0.2259) loss_rec_sfr: 0.2802 (0.2983) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [21:56:53.647693] Epoch: [128] [2800/2904] eta: 0:01:18 lr: 0.002320 loss: 0.1877 (0.2000) loss_rec_all: 0.2138 (0.2258) loss_rec_sfr: 0.2797 (0.2982) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [21:57:08.566749] Epoch: [128] [2820/2904] eta: 0:01:03 lr: 0.002320 loss: 0.1894 (0.2000) loss_rec_all: 0.2153 (0.2258) loss_rec_sfr: 0.2683 (0.2980) loss_cl: -0.2795 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [21:57:23.518126] Epoch: [128] [2840/2904] eta: 0:00:48 lr: 0.002320 loss: 0.1883 (0.2000) loss_rec_all: 0.2143 (0.2258) loss_rec_sfr: 0.2900 (0.2980) loss_cl: -0.2795 (-0.2788) time: 0.7475 data: 0.0023 max mem: 29860 [21:57:38.418195] Epoch: [128] [2860/2904] eta: 0:00:33 lr: 0.002320 loss: 0.1911 (0.2000) loss_rec_all: 0.2174 (0.2258) loss_rec_sfr: 0.2926 (0.2982) loss_cl: -0.2789 (-0.2788) time: 0.7450 data: 0.0001 max mem: 29860 [21:57:53.318120] Epoch: [128] [2880/2904] eta: 0:00:18 lr: 0.002320 loss: 0.1874 (0.2000) loss_rec_all: 0.2132 (0.2258) loss_rec_sfr: 0.2850 (0.2981) loss_cl: -0.2781 (-0.2788) time: 0.7450 data: 0.0001 max mem: 29860 [21:58:08.219595] Epoch: [128] [2900/2904] eta: 0:00:03 lr: 0.002320 loss: 0.1909 (0.2000) loss_rec_all: 0.2165 (0.2258) loss_rec_sfr: 0.2727 (0.2981) loss_cl: -0.2790 (-0.2788) time: 0.7450 data: 0.0001 max mem: 29860 [21:58:10.463285] Epoch: [128] [2903/2904] eta: 0:00:00 lr: 0.002320 loss: 0.1909 (0.2000) loss_rec_all: 0.2165 (0.2258) loss_rec_sfr: 0.2727 (0.2982) loss_cl: -0.2790 (-0.2788) time: 0.7451 data: 0.0001 max mem: 29860 [21:58:12.591866] Epoch: [128] Total time: 0:36:25 (0.7525 s / it) [21:58:12.597575] Averaged stats: lr: 0.002320 loss: 0.1909 (0.2017) loss_rec_all: 0.2165 (0.2252) loss_rec_sfr: 0.2727 (0.2959) loss_cl: -0.2790 (-0.2555) [21:58:12.602353] log_dir: ./checkpoint/VF2_ViT-B [21:58:30.388029] Epoch: [129] [ 0/2904] eta: 14:20:46 lr: 0.002320 loss: 0.2623 (0.2623) loss_rec_all: 0.2869 (0.2869) loss_rec_sfr: 0.4818 (0.4818) loss_cl: -0.2799 (-0.2799) time: 17.7845 data: 10.9538 max mem: 29860 [21:58:45.295952] Epoch: [129] [ 20/2904] eta: 1:14:49 lr: 0.002320 loss: 0.1914 (0.2078) loss_rec_all: 0.2175 (0.2334) loss_rec_sfr: 0.2746 (0.3195) loss_cl: -0.2787 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [21:59:00.193988] Epoch: [129] [ 40/2904] eta: 0:55:24 lr: 0.002320 loss: 0.1874 (0.2034) loss_rec_all: 0.2136 (0.2292) loss_rec_sfr: 0.2501 (0.3001) loss_cl: -0.2794 (-0.2790) time: 0.7449 data: 0.0002 max mem: 29860 [21:59:15.110250] Epoch: [129] [ 60/2904] eta: 0:48:34 lr: 0.002320 loss: 0.1853 (0.1989) loss_rec_all: 0.2116 (0.2248) loss_rec_sfr: 0.2654 (0.2866) loss_cl: -0.2791 (-0.2790) time: 0.7458 data: 0.0002 max mem: 29860 [21:59:29.996073] Epoch: [129] [ 80/2904] eta: 0:44:58 lr: 0.002320 loss: 0.1904 (0.2006) loss_rec_all: 0.2164 (0.2264) loss_rec_sfr: 0.2689 (0.2939) loss_cl: -0.2790 (-0.2790) time: 0.7442 data: 0.0002 max mem: 29860 [21:59:44.897722] Epoch: [129] [ 100/2904] eta: 0:42:42 lr: 0.002320 loss: 0.1898 (0.1991) loss_rec_all: 0.2154 (0.2250) loss_rec_sfr: 0.2795 (0.2904) loss_cl: -0.2790 (-0.2790) time: 0.7450 data: 0.0002 max mem: 29860 [21:59:59.816119] Epoch: [129] [ 120/2904] eta: 0:41:06 lr: 0.002320 loss: 0.1888 (0.1987) loss_rec_all: 0.2151 (0.2246) loss_rec_sfr: 0.2724 (0.2889) loss_cl: -0.2794 (-0.2790) time: 0.7459 data: 0.0002 max mem: 29860 [22:00:14.737633] Epoch: [129] [ 140/2904] eta: 0:39:54 lr: 0.002320 loss: 0.1934 (0.1988) loss_rec_all: 0.2197 (0.2246) loss_rec_sfr: 0.2748 (0.2891) loss_cl: -0.2787 (-0.2790) time: 0.7460 data: 0.0002 max mem: 29860 [22:00:29.662047] Epoch: [129] [ 160/2904] eta: 0:38:55 lr: 0.002320 loss: 0.1877 (0.1994) loss_rec_all: 0.2141 (0.2253) loss_rec_sfr: 0.2809 (0.2916) loss_cl: -0.2787 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [22:00:44.604221] Epoch: [129] [ 180/2904] eta: 0:38:07 lr: 0.002320 loss: 0.1901 (0.2001) loss_rec_all: 0.2161 (0.2259) loss_rec_sfr: 0.2753 (0.2940) loss_cl: -0.2787 (-0.2789) time: 0.7471 data: 0.0002 max mem: 29860 [22:00:59.559286] Epoch: [129] [ 200/2904] eta: 0:37:25 lr: 0.002320 loss: 0.1894 (0.1994) loss_rec_all: 0.2152 (0.2252) loss_rec_sfr: 0.2685 (0.2923) loss_cl: -0.2792 (-0.2789) time: 0.7477 data: 0.0002 max mem: 29860 [22:01:14.481739] Epoch: [129] [ 220/2904] eta: 0:36:48 lr: 0.002320 loss: 0.1853 (0.1996) loss_rec_all: 0.2116 (0.2255) loss_rec_sfr: 0.2811 (0.2943) loss_cl: -0.2788 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [22:01:29.400064] Epoch: [129] [ 240/2904] eta: 0:36:15 lr: 0.002320 loss: 0.1927 (0.1998) loss_rec_all: 0.2188 (0.2256) loss_rec_sfr: 0.2750 (0.2948) loss_cl: -0.2789 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [22:01:44.326772] Epoch: [129] [ 260/2904] eta: 0:35:44 lr: 0.002320 loss: 0.1879 (0.1997) loss_rec_all: 0.2137 (0.2256) loss_rec_sfr: 0.2827 (0.2954) loss_cl: -0.2783 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [22:01:59.264323] Epoch: [129] [ 280/2904] eta: 0:35:16 lr: 0.002320 loss: 0.1851 (0.1993) loss_rec_all: 0.2110 (0.2251) loss_rec_sfr: 0.2863 (0.2952) loss_cl: -0.2790 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [22:02:14.191086] Epoch: [129] [ 300/2904] eta: 0:34:49 lr: 0.002320 loss: 0.1908 (0.1996) loss_rec_all: 0.2169 (0.2254) loss_rec_sfr: 0.2953 (0.2969) loss_cl: -0.2791 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [22:02:29.271391] Epoch: [129] [ 320/2904] eta: 0:34:26 lr: 0.002320 loss: 0.1875 (0.1989) loss_rec_all: 0.2133 (0.2247) loss_rec_sfr: 0.2702 (0.2947) loss_cl: -0.2792 (-0.2788) time: 0.7540 data: 0.0002 max mem: 29860 [22:02:44.198547] Epoch: [129] [ 340/2904] eta: 0:34:02 lr: 0.002319 loss: 0.1894 (0.1989) loss_rec_all: 0.2153 (0.2248) loss_rec_sfr: 0.2639 (0.2943) loss_cl: -0.2794 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [22:02:59.120020] Epoch: [129] [ 360/2904] eta: 0:33:39 lr: 0.002319 loss: 0.1855 (0.1990) loss_rec_all: 0.2117 (0.2249) loss_rec_sfr: 0.2686 (0.2941) loss_cl: -0.2787 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [22:03:14.041673] Epoch: [129] [ 380/2904] eta: 0:33:16 lr: 0.002319 loss: 0.1914 (0.1990) loss_rec_all: 0.2172 (0.2248) loss_rec_sfr: 0.2841 (0.2941) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [22:03:28.971083] Epoch: [129] [ 400/2904] eta: 0:32:55 lr: 0.002319 loss: 0.1916 (0.1998) loss_rec_all: 0.2175 (0.2256) loss_rec_sfr: 0.2918 (0.2967) loss_cl: -0.2784 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [22:03:43.899308] Epoch: [129] [ 420/2904] eta: 0:32:34 lr: 0.002319 loss: 0.1916 (0.1996) loss_rec_all: 0.2177 (0.2254) loss_rec_sfr: 0.2553 (0.2957) loss_cl: -0.2786 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [22:03:58.830797] Epoch: [129] [ 440/2904] eta: 0:32:14 lr: 0.002319 loss: 0.1890 (0.1996) loss_rec_all: 0.2148 (0.2254) loss_rec_sfr: 0.2935 (0.2962) loss_cl: -0.2788 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [22:04:13.748943] Epoch: [129] [ 460/2904] eta: 0:31:54 lr: 0.002319 loss: 0.1884 (0.1995) loss_rec_all: 0.2145 (0.2253) loss_rec_sfr: 0.2465 (0.2957) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [22:04:28.668143] Epoch: [129] [ 480/2904] eta: 0:31:35 lr: 0.002319 loss: 0.1912 (0.1997) loss_rec_all: 0.2170 (0.2255) loss_rec_sfr: 0.2833 (0.2963) loss_cl: -0.2784 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [22:04:43.581570] Epoch: [129] [ 500/2904] eta: 0:31:15 lr: 0.002319 loss: 0.1874 (0.1993) loss_rec_all: 0.2131 (0.2251) loss_rec_sfr: 0.2735 (0.2953) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [22:04:58.494073] Epoch: [129] [ 520/2904] eta: 0:30:57 lr: 0.002319 loss: 0.1890 (0.1992) loss_rec_all: 0.2154 (0.2250) loss_rec_sfr: 0.2898 (0.2953) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [22:05:13.409044] Epoch: [129] [ 540/2904] eta: 0:30:38 lr: 0.002319 loss: 0.1883 (0.1994) loss_rec_all: 0.2147 (0.2252) loss_rec_sfr: 0.2579 (0.2956) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [22:05:28.327976] Epoch: [129] [ 560/2904] eta: 0:30:20 lr: 0.002319 loss: 0.1884 (0.1994) loss_rec_all: 0.2143 (0.2252) loss_rec_sfr: 0.2827 (0.2960) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [22:05:43.247188] Epoch: [129] [ 580/2904] eta: 0:30:02 lr: 0.002319 loss: 0.1887 (0.1993) loss_rec_all: 0.2146 (0.2252) loss_rec_sfr: 0.2798 (0.2958) loss_cl: -0.2784 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [22:05:58.163007] Epoch: [129] [ 600/2904] eta: 0:29:44 lr: 0.002319 loss: 0.1902 (0.1993) loss_rec_all: 0.2161 (0.2251) loss_rec_sfr: 0.2757 (0.2958) loss_cl: -0.2781 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [22:06:13.082526] Epoch: [129] [ 620/2904] eta: 0:29:27 lr: 0.002319 loss: 0.1871 (0.1992) loss_rec_all: 0.2133 (0.2250) loss_rec_sfr: 0.2700 (0.2955) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [22:06:27.996441] Epoch: [129] [ 640/2904] eta: 0:29:09 lr: 0.002319 loss: 0.1886 (0.1993) loss_rec_all: 0.2145 (0.2251) loss_rec_sfr: 0.2788 (0.2956) loss_cl: -0.2798 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [22:06:42.910403] Epoch: [129] [ 660/2904] eta: 0:28:52 lr: 0.002319 loss: 0.1913 (0.1994) loss_rec_all: 0.2174 (0.2252) loss_rec_sfr: 0.2675 (0.2961) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [22:06:57.824486] Epoch: [129] [ 680/2904] eta: 0:28:35 lr: 0.002319 loss: 0.1887 (0.1994) loss_rec_all: 0.2151 (0.2252) loss_rec_sfr: 0.2759 (0.2961) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [22:07:12.740835] Epoch: [129] [ 700/2904] eta: 0:28:18 lr: 0.002319 loss: 0.1889 (0.1994) loss_rec_all: 0.2147 (0.2252) loss_rec_sfr: 0.2624 (0.2962) loss_cl: -0.2779 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [22:07:27.654280] Epoch: [129] [ 720/2904] eta: 0:28:01 lr: 0.002319 loss: 0.1930 (0.1995) loss_rec_all: 0.2190 (0.2253) loss_rec_sfr: 0.2829 (0.2965) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [22:07:42.572354] Epoch: [129] [ 740/2904] eta: 0:27:44 lr: 0.002319 loss: 0.1906 (0.1994) loss_rec_all: 0.2166 (0.2252) loss_rec_sfr: 0.2726 (0.2960) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [22:07:57.490330] Epoch: [129] [ 760/2904] eta: 0:27:27 lr: 0.002319 loss: 0.1876 (0.1993) loss_rec_all: 0.2135 (0.2251) loss_rec_sfr: 0.2793 (0.2957) loss_cl: -0.2794 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [22:08:12.413127] Epoch: [129] [ 780/2904] eta: 0:27:11 lr: 0.002319 loss: 0.1893 (0.1992) loss_rec_all: 0.2152 (0.2250) loss_rec_sfr: 0.2763 (0.2953) loss_cl: -0.2786 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [22:08:27.336350] Epoch: [129] [ 800/2904] eta: 0:26:54 lr: 0.002319 loss: 0.1869 (0.1992) loss_rec_all: 0.2128 (0.2250) loss_rec_sfr: 0.2598 (0.2951) loss_cl: -0.2789 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [22:08:42.263036] Epoch: [129] [ 820/2904] eta: 0:26:38 lr: 0.002319 loss: 0.1869 (0.1992) loss_rec_all: 0.2127 (0.2250) loss_rec_sfr: 0.2850 (0.2953) loss_cl: -0.2787 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [22:08:57.186622] Epoch: [129] [ 840/2904] eta: 0:26:21 lr: 0.002319 loss: 0.1892 (0.1992) loss_rec_all: 0.2152 (0.2250) loss_rec_sfr: 0.2746 (0.2955) loss_cl: -0.2786 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [22:09:12.108256] Epoch: [129] [ 860/2904] eta: 0:26:05 lr: 0.002319 loss: 0.1902 (0.1993) loss_rec_all: 0.2160 (0.2251) loss_rec_sfr: 0.2937 (0.2961) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [22:09:27.034149] Epoch: [129] [ 880/2904] eta: 0:25:49 lr: 0.002319 loss: 0.1884 (0.1993) loss_rec_all: 0.2142 (0.2251) loss_rec_sfr: 0.2692 (0.2961) loss_cl: -0.2791 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [22:09:41.954987] Epoch: [129] [ 900/2904] eta: 0:25:33 lr: 0.002319 loss: 0.1888 (0.1995) loss_rec_all: 0.2147 (0.2253) loss_rec_sfr: 0.2869 (0.2964) loss_cl: -0.2791 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [22:09:56.875250] Epoch: [129] [ 920/2904] eta: 0:25:17 lr: 0.002319 loss: 0.1891 (0.1996) loss_rec_all: 0.2151 (0.2254) loss_rec_sfr: 0.2873 (0.2970) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [22:10:11.798500] Epoch: [129] [ 940/2904] eta: 0:25:00 lr: 0.002319 loss: 0.1892 (0.1996) loss_rec_all: 0.2152 (0.2254) loss_rec_sfr: 0.2844 (0.2973) loss_cl: -0.2791 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [22:10:26.717846] Epoch: [129] [ 960/2904] eta: 0:24:44 lr: 0.002319 loss: 0.1950 (0.1997) loss_rec_all: 0.2208 (0.2255) loss_rec_sfr: 0.2620 (0.2974) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [22:10:41.639632] Epoch: [129] [ 980/2904] eta: 0:24:28 lr: 0.002319 loss: 0.1845 (0.1996) loss_rec_all: 0.2104 (0.2254) loss_rec_sfr: 0.2403 (0.2967) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [22:10:56.562167] Epoch: [129] [1000/2904] eta: 0:24:13 lr: 0.002319 loss: 0.1901 (0.1996) loss_rec_all: 0.2159 (0.2254) loss_rec_sfr: 0.2851 (0.2972) loss_cl: -0.2787 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [22:11:11.475644] Epoch: [129] [1020/2904] eta: 0:23:57 lr: 0.002319 loss: 0.1909 (0.1995) loss_rec_all: 0.2169 (0.2253) loss_rec_sfr: 0.2687 (0.2966) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [22:11:26.389806] Epoch: [129] [1040/2904] eta: 0:23:41 lr: 0.002319 loss: 0.1911 (0.1997) loss_rec_all: 0.2172 (0.2255) loss_rec_sfr: 0.2921 (0.2973) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [22:11:41.309820] Epoch: [129] [1060/2904] eta: 0:23:25 lr: 0.002319 loss: 0.1867 (0.1997) loss_rec_all: 0.2123 (0.2255) loss_rec_sfr: 0.2699 (0.2971) loss_cl: -0.2782 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [22:11:56.235508] Epoch: [129] [1080/2904] eta: 0:23:09 lr: 0.002319 loss: 0.1918 (0.1997) loss_rec_all: 0.2176 (0.2255) loss_rec_sfr: 0.2880 (0.2974) loss_cl: -0.2782 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [22:12:11.163420] Epoch: [129] [1100/2904] eta: 0:22:53 lr: 0.002319 loss: 0.1901 (0.1997) loss_rec_all: 0.2159 (0.2255) loss_rec_sfr: 0.2787 (0.2971) loss_cl: -0.2788 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [22:12:26.086613] Epoch: [129] [1120/2904] eta: 0:22:38 lr: 0.002319 loss: 0.1887 (0.1996) loss_rec_all: 0.2151 (0.2254) loss_rec_sfr: 0.2861 (0.2971) loss_cl: -0.2806 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [22:12:41.011222] Epoch: [129] [1140/2904] eta: 0:22:22 lr: 0.002319 loss: 0.1916 (0.1996) loss_rec_all: 0.2176 (0.2254) loss_rec_sfr: 0.2796 (0.2972) loss_cl: -0.2795 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [22:12:55.930799] Epoch: [129] [1160/2904] eta: 0:22:06 lr: 0.002319 loss: 0.1887 (0.1998) loss_rec_all: 0.2144 (0.2256) loss_rec_sfr: 0.3018 (0.2979) loss_cl: -0.2777 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [22:13:10.858737] Epoch: [129] [1180/2904] eta: 0:21:51 lr: 0.002319 loss: 0.1910 (0.1998) loss_rec_all: 0.2170 (0.2256) loss_rec_sfr: 0.2815 (0.2980) loss_cl: -0.2789 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [22:13:25.778656] Epoch: [129] [1200/2904] eta: 0:21:35 lr: 0.002319 loss: 0.1920 (0.1998) loss_rec_all: 0.2181 (0.2256) loss_rec_sfr: 0.2870 (0.2979) loss_cl: -0.2800 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [22:13:40.698009] Epoch: [129] [1220/2904] eta: 0:21:19 lr: 0.002319 loss: 0.1889 (0.1998) loss_rec_all: 0.2152 (0.2256) loss_rec_sfr: 0.2809 (0.2980) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [22:13:55.622105] Epoch: [129] [1240/2904] eta: 0:21:04 lr: 0.002319 loss: 0.1907 (0.1998) loss_rec_all: 0.2169 (0.2256) loss_rec_sfr: 0.2675 (0.2981) loss_cl: -0.2789 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [22:14:10.550882] Epoch: [129] [1260/2904] eta: 0:20:48 lr: 0.002319 loss: 0.1919 (0.1999) loss_rec_all: 0.2177 (0.2257) loss_rec_sfr: 0.2673 (0.2982) loss_cl: -0.2784 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [22:14:25.473880] Epoch: [129] [1280/2904] eta: 0:20:33 lr: 0.002319 loss: 0.1869 (0.1998) loss_rec_all: 0.2132 (0.2256) loss_rec_sfr: 0.2652 (0.2979) loss_cl: -0.2786 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [22:14:40.394197] Epoch: [129] [1300/2904] eta: 0:20:17 lr: 0.002319 loss: 0.1898 (0.1998) loss_rec_all: 0.2157 (0.2256) loss_rec_sfr: 0.2841 (0.2980) loss_cl: -0.2797 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [22:14:55.337511] Epoch: [129] [1320/2904] eta: 0:20:02 lr: 0.002319 loss: 0.1876 (0.1997) loss_rec_all: 0.2138 (0.2255) loss_rec_sfr: 0.2390 (0.2974) loss_cl: -0.2796 (-0.2788) time: 0.7471 data: 0.0002 max mem: 29860 [22:15:10.280748] Epoch: [129] [1340/2904] eta: 0:19:46 lr: 0.002319 loss: 0.1886 (0.1997) loss_rec_all: 0.2144 (0.2255) loss_rec_sfr: 0.2803 (0.2974) loss_cl: -0.2781 (-0.2788) time: 0.7471 data: 0.0002 max mem: 29860 [22:15:25.223710] Epoch: [129] [1360/2904] eta: 0:19:31 lr: 0.002319 loss: 0.1867 (0.1996) loss_rec_all: 0.2129 (0.2254) loss_rec_sfr: 0.2679 (0.2970) loss_cl: -0.2784 (-0.2788) time: 0.7471 data: 0.0002 max mem: 29860 [22:15:40.170137] Epoch: [129] [1380/2904] eta: 0:19:15 lr: 0.002319 loss: 0.1921 (0.1996) loss_rec_all: 0.2180 (0.2254) loss_rec_sfr: 0.2786 (0.2971) loss_cl: -0.2785 (-0.2788) time: 0.7473 data: 0.0002 max mem: 29860 [22:15:55.130252] Epoch: [129] [1400/2904] eta: 0:19:00 lr: 0.002319 loss: 0.1847 (0.1996) loss_rec_all: 0.2108 (0.2254) loss_rec_sfr: 0.2676 (0.2972) loss_cl: -0.2787 (-0.2788) time: 0.7480 data: 0.0002 max mem: 29860 [22:16:10.085654] Epoch: [129] [1420/2904] eta: 0:18:45 lr: 0.002319 loss: 0.1895 (0.1996) loss_rec_all: 0.2155 (0.2254) loss_rec_sfr: 0.2903 (0.2972) loss_cl: -0.2796 (-0.2788) time: 0.7477 data: 0.0002 max mem: 29860 [22:16:25.035101] Epoch: [129] [1440/2904] eta: 0:18:29 lr: 0.002319 loss: 0.1899 (0.1997) loss_rec_all: 0.2156 (0.2255) loss_rec_sfr: 0.2888 (0.2973) loss_cl: -0.2793 (-0.2788) time: 0.7474 data: 0.0002 max mem: 29860 [22:16:39.996683] Epoch: [129] [1460/2904] eta: 0:18:14 lr: 0.002319 loss: 0.1892 (0.1996) loss_rec_all: 0.2151 (0.2254) loss_rec_sfr: 0.2740 (0.2970) loss_cl: -0.2790 (-0.2788) time: 0.7480 data: 0.0002 max mem: 29860 [22:16:54.947945] Epoch: [129] [1480/2904] eta: 0:17:59 lr: 0.002319 loss: 0.1866 (0.1995) loss_rec_all: 0.2126 (0.2253) loss_rec_sfr: 0.2719 (0.2968) loss_cl: -0.2793 (-0.2788) time: 0.7475 data: 0.0002 max mem: 29860 [22:17:09.896771] Epoch: [129] [1500/2904] eta: 0:17:43 lr: 0.002319 loss: 0.1909 (0.1995) loss_rec_all: 0.2165 (0.2253) loss_rec_sfr: 0.2751 (0.2968) loss_cl: -0.2787 (-0.2788) time: 0.7474 data: 0.0002 max mem: 29860 [22:17:24.856025] Epoch: [129] [1520/2904] eta: 0:17:28 lr: 0.002319 loss: 0.1907 (0.1995) loss_rec_all: 0.2165 (0.2253) loss_rec_sfr: 0.2844 (0.2970) loss_cl: -0.2786 (-0.2788) time: 0.7479 data: 0.0002 max mem: 29860 [22:17:39.797044] Epoch: [129] [1540/2904] eta: 0:17:13 lr: 0.002319 loss: 0.1903 (0.1995) loss_rec_all: 0.2160 (0.2253) loss_rec_sfr: 0.2866 (0.2970) loss_cl: -0.2780 (-0.2788) time: 0.7470 data: 0.0002 max mem: 29860 [22:17:54.739067] Epoch: [129] [1560/2904] eta: 0:16:57 lr: 0.002319 loss: 0.1877 (0.1994) loss_rec_all: 0.2137 (0.2252) loss_rec_sfr: 0.2753 (0.2968) loss_cl: -0.2781 (-0.2788) time: 0.7471 data: 0.0003 max mem: 29860 [22:18:09.681587] Epoch: [129] [1580/2904] eta: 0:16:42 lr: 0.002319 loss: 0.1916 (0.1995) loss_rec_all: 0.2174 (0.2253) loss_rec_sfr: 0.2906 (0.2973) loss_cl: -0.2790 (-0.2788) time: 0.7471 data: 0.0002 max mem: 29860 [22:18:24.608436] Epoch: [129] [1600/2904] eta: 0:16:27 lr: 0.002319 loss: 0.1873 (0.1995) loss_rec_all: 0.2133 (0.2253) loss_rec_sfr: 0.2582 (0.2970) loss_cl: -0.2799 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [22:18:39.527927] Epoch: [129] [1620/2904] eta: 0:16:11 lr: 0.002319 loss: 0.1849 (0.1994) loss_rec_all: 0.2111 (0.2252) loss_rec_sfr: 0.2821 (0.2967) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [22:18:54.440543] Epoch: [129] [1640/2904] eta: 0:15:56 lr: 0.002319 loss: 0.1888 (0.1993) loss_rec_all: 0.2146 (0.2251) loss_rec_sfr: 0.2820 (0.2965) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [22:19:09.349928] Epoch: [129] [1660/2904] eta: 0:15:41 lr: 0.002319 loss: 0.1856 (0.1992) loss_rec_all: 0.2115 (0.2250) loss_rec_sfr: 0.2782 (0.2962) loss_cl: -0.2790 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [22:19:24.263589] Epoch: [129] [1680/2904] eta: 0:15:25 lr: 0.002319 loss: 0.1899 (0.1991) loss_rec_all: 0.2156 (0.2249) loss_rec_sfr: 0.2871 (0.2961) loss_cl: -0.2796 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [22:19:39.179278] Epoch: [129] [1700/2904] eta: 0:15:10 lr: 0.002319 loss: 0.1851 (0.1991) loss_rec_all: 0.2114 (0.2249) loss_rec_sfr: 0.2537 (0.2960) loss_cl: -0.2794 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [22:19:54.098128] Epoch: [129] [1720/2904] eta: 0:14:55 lr: 0.002319 loss: 0.1915 (0.1991) loss_rec_all: 0.2174 (0.2249) loss_rec_sfr: 0.2777 (0.2960) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [22:20:09.016439] Epoch: [129] [1740/2904] eta: 0:14:40 lr: 0.002319 loss: 0.1878 (0.1990) loss_rec_all: 0.2136 (0.2248) loss_rec_sfr: 0.2778 (0.2958) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [22:20:23.932378] Epoch: [129] [1760/2904] eta: 0:14:24 lr: 0.002319 loss: 0.1878 (0.1990) loss_rec_all: 0.2143 (0.2248) loss_rec_sfr: 0.2583 (0.2956) loss_cl: -0.2796 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [22:20:38.849910] Epoch: [129] [1780/2904] eta: 0:14:09 lr: 0.002319 loss: 0.1942 (0.1990) loss_rec_all: 0.2199 (0.2248) loss_rec_sfr: 0.2844 (0.2957) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [22:20:53.774844] Epoch: [129] [1800/2904] eta: 0:13:54 lr: 0.002319 loss: 0.1931 (0.1991) loss_rec_all: 0.2189 (0.2249) loss_rec_sfr: 0.2768 (0.2959) loss_cl: -0.2788 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [22:21:08.688855] Epoch: [129] [1820/2904] eta: 0:13:39 lr: 0.002319 loss: 0.1912 (0.1991) loss_rec_all: 0.2171 (0.2250) loss_rec_sfr: 0.2739 (0.2959) loss_cl: -0.2800 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [22:21:23.597564] Epoch: [129] [1840/2904] eta: 0:13:23 lr: 0.002319 loss: 0.1873 (0.1991) loss_rec_all: 0.2133 (0.2249) loss_rec_sfr: 0.2829 (0.2959) loss_cl: -0.2796 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [22:21:38.515068] Epoch: [129] [1860/2904] eta: 0:13:08 lr: 0.002319 loss: 0.1901 (0.1992) loss_rec_all: 0.2166 (0.2250) loss_rec_sfr: 0.2681 (0.2960) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [22:21:53.429487] Epoch: [129] [1880/2904] eta: 0:12:53 lr: 0.002319 loss: 0.1874 (0.1991) loss_rec_all: 0.2139 (0.2249) loss_rec_sfr: 0.2786 (0.2959) loss_cl: -0.2783 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [22:22:08.346854] Epoch: [129] [1900/2904] eta: 0:12:38 lr: 0.002319 loss: 0.1887 (0.1991) loss_rec_all: 0.2144 (0.2249) loss_rec_sfr: 0.2855 (0.2957) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [22:22:23.267845] Epoch: [129] [1920/2904] eta: 0:12:23 lr: 0.002319 loss: 0.1919 (0.1991) loss_rec_all: 0.2177 (0.2249) loss_rec_sfr: 0.2773 (0.2957) loss_cl: -0.2795 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [22:22:38.182340] Epoch: [129] [1940/2904] eta: 0:12:07 lr: 0.002319 loss: 0.1920 (0.1991) loss_rec_all: 0.2184 (0.2249) loss_rec_sfr: 0.2536 (0.2956) loss_cl: -0.2783 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [22:22:53.095447] Epoch: [129] [1960/2904] eta: 0:11:52 lr: 0.002318 loss: 0.1889 (0.1992) loss_rec_all: 0.2150 (0.2250) loss_rec_sfr: 0.2882 (0.2958) loss_cl: -0.2778 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [22:23:08.008944] Epoch: [129] [1980/2904] eta: 0:11:37 lr: 0.002318 loss: 0.1895 (0.1991) loss_rec_all: 0.2153 (0.2249) loss_rec_sfr: 0.2785 (0.2958) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [22:23:22.921025] Epoch: [129] [2000/2904] eta: 0:11:22 lr: 0.002318 loss: 0.1867 (0.1991) loss_rec_all: 0.2127 (0.2249) loss_rec_sfr: 0.2873 (0.2958) loss_cl: -0.2796 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [22:23:37.837412] Epoch: [129] [2020/2904] eta: 0:11:07 lr: 0.002318 loss: 0.1893 (0.1990) loss_rec_all: 0.2154 (0.2248) loss_rec_sfr: 0.2816 (0.2957) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [22:23:52.762826] Epoch: [129] [2040/2904] eta: 0:10:51 lr: 0.002318 loss: 0.1918 (0.1990) loss_rec_all: 0.2180 (0.2248) loss_rec_sfr: 0.2501 (0.2956) loss_cl: -0.2782 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [22:24:07.685431] Epoch: [129] [2060/2904] eta: 0:10:36 lr: 0.002318 loss: 0.1890 (0.1991) loss_rec_all: 0.2151 (0.2249) loss_rec_sfr: 0.2837 (0.2957) loss_cl: -0.2792 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [22:24:22.602150] Epoch: [129] [2080/2904] eta: 0:10:21 lr: 0.002318 loss: 0.1935 (0.1992) loss_rec_all: 0.2193 (0.2250) loss_rec_sfr: 0.2869 (0.2961) loss_cl: -0.2796 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [22:24:37.515842] Epoch: [129] [2100/2904] eta: 0:10:06 lr: 0.002318 loss: 0.1902 (0.1992) loss_rec_all: 0.2163 (0.2250) loss_rec_sfr: 0.2658 (0.2960) loss_cl: -0.2784 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [22:24:52.429950] Epoch: [129] [2120/2904] eta: 0:09:51 lr: 0.002318 loss: 0.1921 (0.1992) loss_rec_all: 0.2180 (0.2250) loss_rec_sfr: 0.2715 (0.2958) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [22:25:07.347506] Epoch: [129] [2140/2904] eta: 0:09:36 lr: 0.002318 loss: 0.1898 (0.1992) loss_rec_all: 0.2159 (0.2250) loss_rec_sfr: 0.2880 (0.2960) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [22:25:22.265264] Epoch: [129] [2160/2904] eta: 0:09:21 lr: 0.002318 loss: 0.1918 (0.1992) loss_rec_all: 0.2182 (0.2250) loss_rec_sfr: 0.2788 (0.2961) loss_cl: -0.2800 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [22:25:37.182194] Epoch: [129] [2180/2904] eta: 0:09:05 lr: 0.002318 loss: 0.1878 (0.1992) loss_rec_all: 0.2135 (0.2250) loss_rec_sfr: 0.2697 (0.2960) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [22:25:52.099617] Epoch: [129] [2200/2904] eta: 0:08:50 lr: 0.002318 loss: 0.1888 (0.1992) loss_rec_all: 0.2147 (0.2250) loss_rec_sfr: 0.2883 (0.2961) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [22:26:07.019551] Epoch: [129] [2220/2904] eta: 0:08:35 lr: 0.002318 loss: 0.1974 (0.1993) loss_rec_all: 0.2233 (0.2251) loss_rec_sfr: 0.2725 (0.2964) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [22:26:21.948331] Epoch: [129] [2240/2904] eta: 0:08:20 lr: 0.002318 loss: 0.1888 (0.1993) loss_rec_all: 0.2147 (0.2251) loss_rec_sfr: 0.2795 (0.2964) loss_cl: -0.2785 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [22:26:36.878148] Epoch: [129] [2260/2904] eta: 0:08:05 lr: 0.002318 loss: 0.1872 (0.1992) loss_rec_all: 0.2131 (0.2250) loss_rec_sfr: 0.2831 (0.2963) loss_cl: -0.2794 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [22:26:51.806061] Epoch: [129] [2280/2904] eta: 0:07:50 lr: 0.002318 loss: 0.1904 (0.1992) loss_rec_all: 0.2166 (0.2251) loss_rec_sfr: 0.2733 (0.2962) loss_cl: -0.2791 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [22:27:06.734499] Epoch: [129] [2300/2904] eta: 0:07:35 lr: 0.002318 loss: 0.1959 (0.1993) loss_rec_all: 0.2219 (0.2251) loss_rec_sfr: 0.2754 (0.2964) loss_cl: -0.2794 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [22:27:21.656699] Epoch: [129] [2320/2904] eta: 0:07:20 lr: 0.002318 loss: 0.1910 (0.1992) loss_rec_all: 0.2169 (0.2251) loss_rec_sfr: 0.2477 (0.2960) loss_cl: -0.2789 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [22:27:36.581780] Epoch: [129] [2340/2904] eta: 0:07:04 lr: 0.002318 loss: 0.1908 (0.1993) loss_rec_all: 0.2171 (0.2251) loss_rec_sfr: 0.2672 (0.2961) loss_cl: -0.2782 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [22:27:51.512420] Epoch: [129] [2360/2904] eta: 0:06:49 lr: 0.002318 loss: 0.1865 (0.1993) loss_rec_all: 0.2122 (0.2251) loss_rec_sfr: 0.2778 (0.2960) loss_cl: -0.2780 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [22:28:06.436703] Epoch: [129] [2380/2904] eta: 0:06:34 lr: 0.002318 loss: 0.1907 (0.1992) loss_rec_all: 0.2169 (0.2251) loss_rec_sfr: 0.2708 (0.2960) loss_cl: -0.2791 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [22:28:21.362830] Epoch: [129] [2400/2904] eta: 0:06:19 lr: 0.002318 loss: 0.1886 (0.1993) loss_rec_all: 0.2143 (0.2251) loss_rec_sfr: 0.2723 (0.2961) loss_cl: -0.2786 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [22:28:36.285947] Epoch: [129] [2420/2904] eta: 0:06:04 lr: 0.002318 loss: 0.1841 (0.1992) loss_rec_all: 0.2103 (0.2250) loss_rec_sfr: 0.2727 (0.2959) loss_cl: -0.2788 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [22:28:51.212124] Epoch: [129] [2440/2904] eta: 0:05:49 lr: 0.002318 loss: 0.1956 (0.1993) loss_rec_all: 0.2213 (0.2251) loss_rec_sfr: 0.2974 (0.2964) loss_cl: -0.2775 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [22:29:06.137351] Epoch: [129] [2460/2904] eta: 0:05:34 lr: 0.002318 loss: 0.1883 (0.1993) loss_rec_all: 0.2143 (0.2251) loss_rec_sfr: 0.2609 (0.2962) loss_cl: -0.2786 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [22:29:21.060285] Epoch: [129] [2480/2904] eta: 0:05:19 lr: 0.002318 loss: 0.1896 (0.1993) loss_rec_all: 0.2159 (0.2251) loss_rec_sfr: 0.2790 (0.2964) loss_cl: -0.2791 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [22:29:35.978304] Epoch: [129] [2500/2904] eta: 0:05:04 lr: 0.002318 loss: 0.1877 (0.1993) loss_rec_all: 0.2140 (0.2251) loss_rec_sfr: 0.2795 (0.2964) loss_cl: -0.2794 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [22:29:50.892825] Epoch: [129] [2520/2904] eta: 0:04:49 lr: 0.002318 loss: 0.1897 (0.1993) loss_rec_all: 0.2154 (0.2251) loss_rec_sfr: 0.2932 (0.2965) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [22:30:05.812937] Epoch: [129] [2540/2904] eta: 0:04:34 lr: 0.002318 loss: 0.1930 (0.1994) loss_rec_all: 0.2191 (0.2252) loss_rec_sfr: 0.2857 (0.2966) loss_cl: -0.2797 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [22:30:20.736462] Epoch: [129] [2560/2904] eta: 0:04:18 lr: 0.002318 loss: 0.1870 (0.1994) loss_rec_all: 0.2132 (0.2252) loss_rec_sfr: 0.2752 (0.2965) loss_cl: -0.2790 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [22:30:35.662127] Epoch: [129] [2580/2904] eta: 0:04:03 lr: 0.002318 loss: 0.1915 (0.1994) loss_rec_all: 0.2175 (0.2252) loss_rec_sfr: 0.2688 (0.2965) loss_cl: -0.2780 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [22:30:50.578558] Epoch: [129] [2600/2904] eta: 0:03:48 lr: 0.002318 loss: 0.1885 (0.1994) loss_rec_all: 0.2149 (0.2252) loss_rec_sfr: 0.2725 (0.2964) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [22:31:05.505713] Epoch: [129] [2620/2904] eta: 0:03:33 lr: 0.002318 loss: 0.1912 (0.1994) loss_rec_all: 0.2171 (0.2252) loss_rec_sfr: 0.2729 (0.2964) loss_cl: -0.2786 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [22:31:20.434648] Epoch: [129] [2640/2904] eta: 0:03:18 lr: 0.002318 loss: 0.1951 (0.1993) loss_rec_all: 0.2210 (0.2252) loss_rec_sfr: 0.2708 (0.2963) loss_cl: -0.2793 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [22:31:35.365626] Epoch: [129] [2660/2904] eta: 0:03:03 lr: 0.002318 loss: 0.1888 (0.1993) loss_rec_all: 0.2148 (0.2251) loss_rec_sfr: 0.2813 (0.2963) loss_cl: -0.2792 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [22:31:50.291875] Epoch: [129] [2680/2904] eta: 0:02:48 lr: 0.002318 loss: 0.1880 (0.1993) loss_rec_all: 0.2138 (0.2251) loss_rec_sfr: 0.2724 (0.2962) loss_cl: -0.2780 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [22:32:05.211082] Epoch: [129] [2700/2904] eta: 0:02:33 lr: 0.002318 loss: 0.1871 (0.1992) loss_rec_all: 0.2128 (0.2250) loss_rec_sfr: 0.2587 (0.2959) loss_cl: -0.2783 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [22:32:20.140225] Epoch: [129] [2720/2904] eta: 0:02:18 lr: 0.002318 loss: 0.1852 (0.1992) loss_rec_all: 0.2115 (0.2250) loss_rec_sfr: 0.2424 (0.2957) loss_cl: -0.2787 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [22:32:35.066611] Epoch: [129] [2740/2904] eta: 0:02:03 lr: 0.002318 loss: 0.1886 (0.1992) loss_rec_all: 0.2145 (0.2250) loss_rec_sfr: 0.2918 (0.2958) loss_cl: -0.2797 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [22:32:50.005474] Epoch: [129] [2760/2904] eta: 0:01:48 lr: 0.002318 loss: 0.1881 (0.1991) loss_rec_all: 0.2144 (0.2249) loss_rec_sfr: 0.2700 (0.2956) loss_cl: -0.2794 (-0.2788) time: 0.7469 data: 0.0002 max mem: 29860 [22:33:04.927769] Epoch: [129] [2780/2904] eta: 0:01:33 lr: 0.002318 loss: 0.1951 (0.1992) loss_rec_all: 0.2212 (0.2250) loss_rec_sfr: 0.2622 (0.2957) loss_cl: -0.2785 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [22:33:19.847047] Epoch: [129] [2800/2904] eta: 0:01:18 lr: 0.002318 loss: 0.1870 (0.1992) loss_rec_all: 0.2134 (0.2250) loss_rec_sfr: 0.2750 (0.2957) loss_cl: -0.2781 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [22:33:34.762076] Epoch: [129] [2820/2904] eta: 0:01:03 lr: 0.002318 loss: 0.1870 (0.1992) loss_rec_all: 0.2131 (0.2250) loss_rec_sfr: 0.2532 (0.2956) loss_cl: -0.2793 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [22:33:49.708371] Epoch: [129] [2840/2904] eta: 0:00:48 lr: 0.002318 loss: 0.1934 (0.1992) loss_rec_all: 0.2192 (0.2250) loss_rec_sfr: 0.2727 (0.2956) loss_cl: -0.2797 (-0.2788) time: 0.7473 data: 0.0023 max mem: 29860 [22:34:04.608048] Epoch: [129] [2860/2904] eta: 0:00:33 lr: 0.002318 loss: 0.1894 (0.1992) loss_rec_all: 0.2159 (0.2250) loss_rec_sfr: 0.2724 (0.2955) loss_cl: -0.2795 (-0.2788) time: 0.7449 data: 0.0001 max mem: 29860 [22:34:19.507783] Epoch: [129] [2880/2904] eta: 0:00:18 lr: 0.002318 loss: 0.1886 (0.1992) loss_rec_all: 0.2146 (0.2250) loss_rec_sfr: 0.2709 (0.2956) loss_cl: -0.2783 (-0.2788) time: 0.7449 data: 0.0001 max mem: 29860 [22:34:34.410942] Epoch: [129] [2900/2904] eta: 0:00:03 lr: 0.002318 loss: 0.1906 (0.1992) loss_rec_all: 0.2169 (0.2250) loss_rec_sfr: 0.2654 (0.2954) loss_cl: -0.2793 (-0.2788) time: 0.7451 data: 0.0001 max mem: 29860 [22:34:36.653976] Epoch: [129] [2903/2904] eta: 0:00:00 lr: 0.002318 loss: 0.1895 (0.1992) loss_rec_all: 0.2155 (0.2250) loss_rec_sfr: 0.2711 (0.2954) loss_cl: -0.2792 (-0.2788) time: 0.7451 data: 0.0001 max mem: 29860 [22:34:38.969484] Epoch: [129] Total time: 0:36:26 (0.7529 s / it) [22:34:38.976564] Averaged stats: lr: 0.002318 loss: 0.1895 (0.2016) loss_rec_all: 0.2155 (0.2251) loss_rec_sfr: 0.2711 (0.2958) loss_cl: -0.2792 (-0.2555) [22:34:38.981968] log_dir: ./checkpoint/VF2_ViT-B [22:34:57.865814] Epoch: [130] [ 0/2904] eta: 15:13:56 lr: 0.002318 loss: 0.1968 (0.1968) loss_rec_all: 0.2228 (0.2228) loss_rec_sfr: 0.2794 (0.2794) loss_cl: -0.2793 (-0.2793) time: 18.8831 data: 15.6681 max mem: 29860 [22:35:12.770216] Epoch: [130] [ 20/2904] eta: 1:17:20 lr: 0.002318 loss: 0.1848 (0.1924) loss_rec_all: 0.2110 (0.2185) loss_rec_sfr: 0.2443 (0.2736) loss_cl: -0.2796 (-0.2794) time: 0.7452 data: 0.0002 max mem: 29860 [22:35:27.675618] Epoch: [130] [ 40/2904] eta: 0:56:41 lr: 0.002318 loss: 0.1922 (0.1941) loss_rec_all: 0.2180 (0.2202) loss_rec_sfr: 0.2702 (0.2727) loss_cl: -0.2791 (-0.2793) time: 0.7452 data: 0.0002 max mem: 29860 [22:35:42.615969] Epoch: [130] [ 60/2904] eta: 0:49:26 lr: 0.002318 loss: 0.1879 (0.1955) loss_rec_all: 0.2138 (0.2214) loss_rec_sfr: 0.2760 (0.2798) loss_cl: -0.2792 (-0.2792) time: 0.7470 data: 0.0002 max mem: 29860 [22:35:57.536525] Epoch: [130] [ 80/2904] eta: 0:45:38 lr: 0.002318 loss: 0.1877 (0.1963) loss_rec_all: 0.2135 (0.2222) loss_rec_sfr: 0.2822 (0.2833) loss_cl: -0.2787 (-0.2791) time: 0.7460 data: 0.0002 max mem: 29860 [22:36:12.476873] Epoch: [130] [ 100/2904] eta: 0:43:15 lr: 0.002318 loss: 0.1855 (0.1951) loss_rec_all: 0.2120 (0.2210) loss_rec_sfr: 0.2575 (0.2791) loss_cl: -0.2781 (-0.2789) time: 0.7470 data: 0.0002 max mem: 29860 [22:36:27.429599] Epoch: [130] [ 120/2904] eta: 0:41:35 lr: 0.002318 loss: 0.1902 (0.1958) loss_rec_all: 0.2164 (0.2217) loss_rec_sfr: 0.2704 (0.2825) loss_cl: -0.2783 (-0.2787) time: 0.7476 data: 0.0002 max mem: 29860 [22:36:42.379729] Epoch: [130] [ 140/2904] eta: 0:40:18 lr: 0.002318 loss: 0.1857 (0.1952) loss_rec_all: 0.2120 (0.2211) loss_rec_sfr: 0.2793 (0.2810) loss_cl: -0.2789 (-0.2787) time: 0.7475 data: 0.0002 max mem: 29860 [22:36:57.331970] Epoch: [130] [ 160/2904] eta: 0:39:17 lr: 0.002318 loss: 0.1875 (0.1947) loss_rec_all: 0.2135 (0.2206) loss_rec_sfr: 0.2805 (0.2810) loss_cl: -0.2797 (-0.2788) time: 0.7476 data: 0.0002 max mem: 29860 [22:37:12.293205] Epoch: [130] [ 180/2904] eta: 0:38:27 lr: 0.002318 loss: 0.1909 (0.1958) loss_rec_all: 0.2168 (0.2217) loss_rec_sfr: 0.2782 (0.2853) loss_cl: -0.2787 (-0.2788) time: 0.7480 data: 0.0002 max mem: 29860 [22:37:27.285308] Epoch: [130] [ 200/2904] eta: 0:37:44 lr: 0.002318 loss: 0.1879 (0.1962) loss_rec_all: 0.2141 (0.2221) loss_rec_sfr: 0.2689 (0.2862) loss_cl: -0.2788 (-0.2788) time: 0.7496 data: 0.0002 max mem: 29860 [22:37:42.230937] Epoch: [130] [ 220/2904] eta: 0:37:05 lr: 0.002318 loss: 0.1936 (0.1970) loss_rec_all: 0.2196 (0.2229) loss_rec_sfr: 0.2780 (0.2887) loss_cl: -0.2791 (-0.2788) time: 0.7472 data: 0.0002 max mem: 29860 [22:37:57.176292] Epoch: [130] [ 240/2904] eta: 0:36:30 lr: 0.002318 loss: 0.1927 (0.1974) loss_rec_all: 0.2189 (0.2233) loss_rec_sfr: 0.2748 (0.2901) loss_cl: -0.2794 (-0.2788) time: 0.7472 data: 0.0002 max mem: 29860 [22:38:12.123078] Epoch: [130] [ 260/2904] eta: 0:35:59 lr: 0.002318 loss: 0.1884 (0.1975) loss_rec_all: 0.2145 (0.2233) loss_rec_sfr: 0.2874 (0.2912) loss_cl: -0.2800 (-0.2789) time: 0.7473 data: 0.0002 max mem: 29860 [22:38:27.083077] Epoch: [130] [ 280/2904] eta: 0:35:29 lr: 0.002318 loss: 0.1879 (0.1974) loss_rec_all: 0.2138 (0.2233) loss_rec_sfr: 0.2776 (0.2913) loss_cl: -0.2788 (-0.2789) time: 0.7480 data: 0.0002 max mem: 29860 [22:38:41.998950] Epoch: [130] [ 300/2904] eta: 0:35:02 lr: 0.002318 loss: 0.1923 (0.1978) loss_rec_all: 0.2180 (0.2237) loss_rec_sfr: 0.2849 (0.2927) loss_cl: -0.2788 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [22:38:56.915190] Epoch: [130] [ 320/2904] eta: 0:34:36 lr: 0.002318 loss: 0.1912 (0.1980) loss_rec_all: 0.2173 (0.2238) loss_rec_sfr: 0.2735 (0.2925) loss_cl: -0.2786 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [22:39:11.828670] Epoch: [130] [ 340/2904] eta: 0:34:11 lr: 0.002318 loss: 0.1917 (0.1983) loss_rec_all: 0.2178 (0.2241) loss_rec_sfr: 0.2756 (0.2935) loss_cl: -0.2784 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [22:39:26.761709] Epoch: [130] [ 360/2904] eta: 0:33:47 lr: 0.002318 loss: 0.1950 (0.1990) loss_rec_all: 0.2210 (0.2248) loss_rec_sfr: 0.2944 (0.2958) loss_cl: -0.2785 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [22:39:41.681431] Epoch: [130] [ 380/2904] eta: 0:33:25 lr: 0.002318 loss: 0.1884 (0.1990) loss_rec_all: 0.2148 (0.2248) loss_rec_sfr: 0.2384 (0.2953) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [22:39:56.603553] Epoch: [130] [ 400/2904] eta: 0:33:03 lr: 0.002318 loss: 0.1875 (0.1988) loss_rec_all: 0.2135 (0.2246) loss_rec_sfr: 0.2723 (0.2945) loss_cl: -0.2795 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [22:40:11.522134] Epoch: [130] [ 420/2904] eta: 0:32:41 lr: 0.002318 loss: 0.1887 (0.1987) loss_rec_all: 0.2145 (0.2245) loss_rec_sfr: 0.2769 (0.2945) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [22:40:26.438091] Epoch: [130] [ 440/2904] eta: 0:32:21 lr: 0.002318 loss: 0.1994 (0.1994) loss_rec_all: 0.2254 (0.2252) loss_rec_sfr: 0.2866 (0.2966) loss_cl: -0.2783 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [22:40:41.353078] Epoch: [130] [ 460/2904] eta: 0:32:01 lr: 0.002318 loss: 0.1899 (0.1992) loss_rec_all: 0.2156 (0.2250) loss_rec_sfr: 0.2770 (0.2961) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [22:40:56.269236] Epoch: [130] [ 480/2904] eta: 0:31:41 lr: 0.002318 loss: 0.1864 (0.1991) loss_rec_all: 0.2128 (0.2249) loss_rec_sfr: 0.2616 (0.2954) loss_cl: -0.2803 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [22:41:11.187915] Epoch: [130] [ 500/2904] eta: 0:31:21 lr: 0.002318 loss: 0.1825 (0.1986) loss_rec_all: 0.2087 (0.2245) loss_rec_sfr: 0.2706 (0.2942) loss_cl: -0.2799 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [22:41:26.114071] Epoch: [130] [ 520/2904] eta: 0:31:02 lr: 0.002318 loss: 0.1909 (0.1986) loss_rec_all: 0.2170 (0.2245) loss_rec_sfr: 0.2931 (0.2944) loss_cl: -0.2789 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [22:41:41.038684] Epoch: [130] [ 540/2904] eta: 0:30:44 lr: 0.002318 loss: 0.1895 (0.1986) loss_rec_all: 0.2152 (0.2244) loss_rec_sfr: 0.2879 (0.2946) loss_cl: -0.2771 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [22:41:55.964768] Epoch: [130] [ 560/2904] eta: 0:30:25 lr: 0.002318 loss: 0.1869 (0.1988) loss_rec_all: 0.2131 (0.2247) loss_rec_sfr: 0.2744 (0.2953) loss_cl: -0.2788 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [22:42:10.886221] Epoch: [130] [ 580/2904] eta: 0:30:07 lr: 0.002318 loss: 0.1871 (0.1988) loss_rec_all: 0.2131 (0.2246) loss_rec_sfr: 0.2849 (0.2954) loss_cl: -0.2800 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [22:42:25.803484] Epoch: [130] [ 600/2904] eta: 0:29:49 lr: 0.002318 loss: 0.1880 (0.1988) loss_rec_all: 0.2138 (0.2246) loss_rec_sfr: 0.2938 (0.2959) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [22:42:40.719738] Epoch: [130] [ 620/2904] eta: 0:29:31 lr: 0.002318 loss: 0.1894 (0.1989) loss_rec_all: 0.2158 (0.2247) loss_rec_sfr: 0.2871 (0.2965) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [22:42:55.636424] Epoch: [130] [ 640/2904] eta: 0:29:14 lr: 0.002318 loss: 0.1934 (0.1991) loss_rec_all: 0.2190 (0.2249) loss_rec_sfr: 0.2730 (0.2969) loss_cl: -0.2783 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [22:43:10.557182] Epoch: [130] [ 660/2904] eta: 0:28:56 lr: 0.002317 loss: 0.1928 (0.1993) loss_rec_all: 0.2189 (0.2251) loss_rec_sfr: 0.2773 (0.2971) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [22:43:25.470924] Epoch: [130] [ 680/2904] eta: 0:28:39 lr: 0.002317 loss: 0.1896 (0.1994) loss_rec_all: 0.2154 (0.2252) loss_rec_sfr: 0.2894 (0.2979) loss_cl: -0.2781 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [22:43:40.388372] Epoch: [130] [ 700/2904] eta: 0:28:22 lr: 0.002317 loss: 0.1884 (0.1994) loss_rec_all: 0.2142 (0.2252) loss_rec_sfr: 0.2802 (0.2980) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [22:43:55.305914] Epoch: [130] [ 720/2904] eta: 0:28:05 lr: 0.002317 loss: 0.1884 (0.1995) loss_rec_all: 0.2146 (0.2253) loss_rec_sfr: 0.2826 (0.2986) loss_cl: -0.2793 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [22:44:10.225444] Epoch: [130] [ 740/2904] eta: 0:27:48 lr: 0.002317 loss: 0.1910 (0.1996) loss_rec_all: 0.2170 (0.2254) loss_rec_sfr: 0.2718 (0.2987) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [22:44:25.145962] Epoch: [130] [ 760/2904] eta: 0:27:31 lr: 0.002317 loss: 0.1938 (0.1999) loss_rec_all: 0.2196 (0.2257) loss_rec_sfr: 0.2907 (0.2996) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [22:44:40.070650] Epoch: [130] [ 780/2904] eta: 0:27:14 lr: 0.002317 loss: 0.1864 (0.1998) loss_rec_all: 0.2126 (0.2256) loss_rec_sfr: 0.2784 (0.2994) loss_cl: -0.2789 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [22:44:54.992339] Epoch: [130] [ 800/2904] eta: 0:26:57 lr: 0.002317 loss: 0.1871 (0.1997) loss_rec_all: 0.2134 (0.2255) loss_rec_sfr: 0.2849 (0.2992) loss_cl: -0.2792 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [22:45:09.911385] Epoch: [130] [ 820/2904] eta: 0:26:41 lr: 0.002317 loss: 0.1928 (0.1997) loss_rec_all: 0.2186 (0.2255) loss_rec_sfr: 0.2792 (0.2993) loss_cl: -0.2778 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [22:45:24.831608] Epoch: [130] [ 840/2904] eta: 0:26:24 lr: 0.002317 loss: 0.1914 (0.1999) loss_rec_all: 0.2176 (0.2257) loss_rec_sfr: 0.2566 (0.2992) loss_cl: -0.2795 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [22:45:39.762188] Epoch: [130] [ 860/2904] eta: 0:26:08 lr: 0.002317 loss: 0.1872 (0.1999) loss_rec_all: 0.2132 (0.2257) loss_rec_sfr: 0.2552 (0.2994) loss_cl: -0.2799 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [22:45:54.681291] Epoch: [130] [ 880/2904] eta: 0:25:52 lr: 0.002317 loss: 0.1865 (0.1998) loss_rec_all: 0.2126 (0.2256) loss_rec_sfr: 0.2927 (0.2993) loss_cl: -0.2790 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [22:46:09.604106] Epoch: [130] [ 900/2904] eta: 0:25:35 lr: 0.002317 loss: 0.1907 (0.1999) loss_rec_all: 0.2164 (0.2257) loss_rec_sfr: 0.2761 (0.2995) loss_cl: -0.2778 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [22:46:24.525330] Epoch: [130] [ 920/2904] eta: 0:25:19 lr: 0.002317 loss: 0.1888 (0.1998) loss_rec_all: 0.2147 (0.2256) loss_rec_sfr: 0.2712 (0.2991) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [22:46:39.448894] Epoch: [130] [ 940/2904] eta: 0:25:03 lr: 0.002317 loss: 0.1996 (0.2000) loss_rec_all: 0.2257 (0.2258) loss_rec_sfr: 0.2811 (0.2995) loss_cl: -0.2795 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [22:46:54.370570] Epoch: [130] [ 960/2904] eta: 0:24:47 lr: 0.002317 loss: 0.1883 (0.2000) loss_rec_all: 0.2143 (0.2258) loss_rec_sfr: 0.2816 (0.2996) loss_cl: -0.2794 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [22:47:09.285721] Epoch: [130] [ 980/2904] eta: 0:24:31 lr: 0.002317 loss: 0.1886 (0.2002) loss_rec_all: 0.2143 (0.2260) loss_rec_sfr: 0.2911 (0.3002) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [22:47:24.201092] Epoch: [130] [1000/2904] eta: 0:24:15 lr: 0.002317 loss: 0.1930 (0.2003) loss_rec_all: 0.2186 (0.2261) loss_rec_sfr: 0.2877 (0.3006) loss_cl: -0.2780 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [22:47:39.118729] Epoch: [130] [1020/2904] eta: 0:23:59 lr: 0.002317 loss: 0.1908 (0.2003) loss_rec_all: 0.2167 (0.2261) loss_rec_sfr: 0.2854 (0.3006) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [22:47:54.038270] Epoch: [130] [1040/2904] eta: 0:23:43 lr: 0.002317 loss: 0.1864 (0.2002) loss_rec_all: 0.2122 (0.2260) loss_rec_sfr: 0.2774 (0.3005) loss_cl: -0.2799 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [22:48:08.964860] Epoch: [130] [1060/2904] eta: 0:23:27 lr: 0.002317 loss: 0.1876 (0.2002) loss_rec_all: 0.2136 (0.2259) loss_rec_sfr: 0.2746 (0.3004) loss_cl: -0.2791 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [22:48:23.885017] Epoch: [130] [1080/2904] eta: 0:23:11 lr: 0.002317 loss: 0.1906 (0.2002) loss_rec_all: 0.2164 (0.2260) loss_rec_sfr: 0.2910 (0.3008) loss_cl: -0.2783 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [22:48:38.809286] Epoch: [130] [1100/2904] eta: 0:22:55 lr: 0.002317 loss: 0.1902 (0.2003) loss_rec_all: 0.2158 (0.2261) loss_rec_sfr: 0.2900 (0.3009) loss_cl: -0.2787 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [22:48:53.732706] Epoch: [130] [1120/2904] eta: 0:22:40 lr: 0.002317 loss: 0.1879 (0.2001) loss_rec_all: 0.2138 (0.2259) loss_rec_sfr: 0.2756 (0.3004) loss_cl: -0.2786 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [22:49:08.655870] Epoch: [130] [1140/2904] eta: 0:22:24 lr: 0.002317 loss: 0.1872 (0.2002) loss_rec_all: 0.2130 (0.2260) loss_rec_sfr: 0.2827 (0.3007) loss_cl: -0.2792 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [22:49:23.576545] Epoch: [130] [1160/2904] eta: 0:22:08 lr: 0.002317 loss: 0.1888 (0.2001) loss_rec_all: 0.2146 (0.2259) loss_rec_sfr: 0.2811 (0.3004) loss_cl: -0.2792 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [22:49:38.496295] Epoch: [130] [1180/2904] eta: 0:21:53 lr: 0.002317 loss: 0.1875 (0.2001) loss_rec_all: 0.2136 (0.2258) loss_rec_sfr: 0.2383 (0.3001) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [22:49:53.414058] Epoch: [130] [1200/2904] eta: 0:21:37 lr: 0.002317 loss: 0.1876 (0.1999) loss_rec_all: 0.2135 (0.2257) loss_rec_sfr: 0.2737 (0.2999) loss_cl: -0.2803 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [22:50:08.335180] Epoch: [130] [1220/2904] eta: 0:21:21 lr: 0.002317 loss: 0.1893 (0.1999) loss_rec_all: 0.2156 (0.2257) loss_rec_sfr: 0.2964 (0.3001) loss_cl: -0.2793 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [22:50:23.254284] Epoch: [130] [1240/2904] eta: 0:21:06 lr: 0.002317 loss: 0.1898 (0.2000) loss_rec_all: 0.2159 (0.2258) loss_rec_sfr: 0.2902 (0.3002) loss_cl: -0.2794 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [22:50:38.175358] Epoch: [130] [1260/2904] eta: 0:20:50 lr: 0.002317 loss: 0.1906 (0.2001) loss_rec_all: 0.2164 (0.2259) loss_rec_sfr: 0.2744 (0.3005) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [22:50:53.097524] Epoch: [130] [1280/2904] eta: 0:20:34 lr: 0.002317 loss: 0.1924 (0.2002) loss_rec_all: 0.2183 (0.2260) loss_rec_sfr: 0.2879 (0.3011) loss_cl: -0.2799 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [22:51:08.022186] Epoch: [130] [1300/2904] eta: 0:20:19 lr: 0.002317 loss: 0.1862 (0.2002) loss_rec_all: 0.2123 (0.2259) loss_rec_sfr: 0.2721 (0.3010) loss_cl: -0.2783 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [22:51:22.944054] Epoch: [130] [1320/2904] eta: 0:20:03 lr: 0.002317 loss: 0.1851 (0.2000) loss_rec_all: 0.2112 (0.2258) loss_rec_sfr: 0.2463 (0.3003) loss_cl: -0.2795 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [22:51:37.868638] Epoch: [130] [1340/2904] eta: 0:19:48 lr: 0.002317 loss: 0.1919 (0.1999) loss_rec_all: 0.2178 (0.2257) loss_rec_sfr: 0.2728 (0.3000) loss_cl: -0.2794 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [22:51:52.789935] Epoch: [130] [1360/2904] eta: 0:19:32 lr: 0.002317 loss: 0.1904 (0.1999) loss_rec_all: 0.2163 (0.2257) loss_rec_sfr: 0.2737 (0.2999) loss_cl: -0.2794 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [22:52:07.711373] Epoch: [130] [1380/2904] eta: 0:19:17 lr: 0.002317 loss: 0.1959 (0.2001) loss_rec_all: 0.2217 (0.2258) loss_rec_sfr: 0.2874 (0.3005) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [22:52:22.629490] Epoch: [130] [1400/2904] eta: 0:19:01 lr: 0.002317 loss: 0.1891 (0.2000) loss_rec_all: 0.2151 (0.2257) loss_rec_sfr: 0.2703 (0.3001) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [22:52:37.547832] Epoch: [130] [1420/2904] eta: 0:18:46 lr: 0.002317 loss: 0.1890 (0.1999) loss_rec_all: 0.2148 (0.2257) loss_rec_sfr: 0.2878 (0.3001) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [22:52:52.467683] Epoch: [130] [1440/2904] eta: 0:18:30 lr: 0.002317 loss: 0.1919 (0.1999) loss_rec_all: 0.2177 (0.2256) loss_rec_sfr: 0.2714 (0.2998) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [22:53:07.390716] Epoch: [130] [1460/2904] eta: 0:18:15 lr: 0.002317 loss: 0.1923 (0.2000) loss_rec_all: 0.2186 (0.2258) loss_rec_sfr: 0.2842 (0.3003) loss_cl: -0.2796 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [22:53:22.313448] Epoch: [130] [1480/2904] eta: 0:18:00 lr: 0.002317 loss: 0.1904 (0.2000) loss_rec_all: 0.2167 (0.2258) loss_rec_sfr: 0.2857 (0.3004) loss_cl: -0.2785 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [22:53:37.238726] Epoch: [130] [1500/2904] eta: 0:17:44 lr: 0.002317 loss: 0.1882 (0.2000) loss_rec_all: 0.2146 (0.2258) loss_rec_sfr: 0.2706 (0.3001) loss_cl: -0.2784 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [22:53:52.159758] Epoch: [130] [1520/2904] eta: 0:17:29 lr: 0.002317 loss: 0.1908 (0.2000) loss_rec_all: 0.2168 (0.2257) loss_rec_sfr: 0.2792 (0.2999) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [22:54:07.075828] Epoch: [130] [1540/2904] eta: 0:17:13 lr: 0.002317 loss: 0.1909 (0.2000) loss_rec_all: 0.2171 (0.2258) loss_rec_sfr: 0.2877 (0.3002) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [22:54:21.993995] Epoch: [130] [1560/2904] eta: 0:16:58 lr: 0.002317 loss: 0.1942 (0.2001) loss_rec_all: 0.2199 (0.2259) loss_rec_sfr: 0.2753 (0.3003) loss_cl: -0.2774 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [22:54:36.916745] Epoch: [130] [1580/2904] eta: 0:16:43 lr: 0.002317 loss: 0.1862 (0.2000) loss_rec_all: 0.2123 (0.2257) loss_rec_sfr: 0.2774 (0.3000) loss_cl: -0.2792 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [22:54:51.842172] Epoch: [130] [1600/2904] eta: 0:16:27 lr: 0.002317 loss: 0.1938 (0.2001) loss_rec_all: 0.2196 (0.2259) loss_rec_sfr: 0.2833 (0.3003) loss_cl: -0.2788 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [22:55:06.763402] Epoch: [130] [1620/2904] eta: 0:16:12 lr: 0.002317 loss: 0.1921 (0.2001) loss_rec_all: 0.2181 (0.2258) loss_rec_sfr: 0.2746 (0.3001) loss_cl: -0.2795 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [22:55:21.679850] Epoch: [130] [1640/2904] eta: 0:15:57 lr: 0.002317 loss: 0.1890 (0.2001) loss_rec_all: 0.2155 (0.2259) loss_rec_sfr: 0.2312 (0.3001) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [22:55:36.597852] Epoch: [130] [1660/2904] eta: 0:15:41 lr: 0.002317 loss: 0.1964 (0.2002) loss_rec_all: 0.2222 (0.2260) loss_rec_sfr: 0.2759 (0.3002) loss_cl: -0.2780 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [22:55:51.512150] Epoch: [130] [1680/2904] eta: 0:15:26 lr: 0.002317 loss: 0.1912 (0.2002) loss_rec_all: 0.2172 (0.2260) loss_rec_sfr: 0.2708 (0.3002) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [22:56:06.429664] Epoch: [130] [1700/2904] eta: 0:15:11 lr: 0.002317 loss: 0.1921 (0.2003) loss_rec_all: 0.2182 (0.2260) loss_rec_sfr: 0.2765 (0.3004) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [22:56:21.351017] Epoch: [130] [1720/2904] eta: 0:14:55 lr: 0.002317 loss: 0.1971 (0.2003) loss_rec_all: 0.2229 (0.2261) loss_rec_sfr: 0.2782 (0.3005) loss_cl: -0.2798 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [22:56:36.275594] Epoch: [130] [1740/2904] eta: 0:14:40 lr: 0.002317 loss: 0.1918 (0.2004) loss_rec_all: 0.2176 (0.2262) loss_rec_sfr: 0.2985 (0.3009) loss_cl: -0.2793 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [22:56:51.196128] Epoch: [130] [1760/2904] eta: 0:14:25 lr: 0.002317 loss: 0.1879 (0.2004) loss_rec_all: 0.2141 (0.2262) loss_rec_sfr: 0.2669 (0.3008) loss_cl: -0.2792 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [22:57:06.114846] Epoch: [130] [1780/2904] eta: 0:14:10 lr: 0.002317 loss: 0.1921 (0.2005) loss_rec_all: 0.2180 (0.2263) loss_rec_sfr: 0.2897 (0.3012) loss_cl: -0.2770 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [22:57:21.032325] Epoch: [130] [1800/2904] eta: 0:13:54 lr: 0.002317 loss: 0.1894 (0.2005) loss_rec_all: 0.2151 (0.2263) loss_rec_sfr: 0.2725 (0.3011) loss_cl: -0.2775 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [22:57:35.947858] Epoch: [130] [1820/2904] eta: 0:13:39 lr: 0.002317 loss: 0.1889 (0.2004) loss_rec_all: 0.2146 (0.2262) loss_rec_sfr: 0.2797 (0.3009) loss_cl: -0.2793 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [22:57:50.866373] Epoch: [130] [1840/2904] eta: 0:13:24 lr: 0.002317 loss: 0.1882 (0.2004) loss_rec_all: 0.2143 (0.2262) loss_rec_sfr: 0.2792 (0.3009) loss_cl: -0.2798 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [22:58:05.784297] Epoch: [130] [1860/2904] eta: 0:13:09 lr: 0.002317 loss: 0.1933 (0.2005) loss_rec_all: 0.2190 (0.2263) loss_rec_sfr: 0.2640 (0.3010) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [22:58:20.706397] Epoch: [130] [1880/2904] eta: 0:12:53 lr: 0.002317 loss: 0.1884 (0.2004) loss_rec_all: 0.2141 (0.2261) loss_rec_sfr: 0.2701 (0.3005) loss_cl: -0.2783 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [22:58:35.631788] Epoch: [130] [1900/2904] eta: 0:12:38 lr: 0.002317 loss: 0.1886 (0.2003) loss_rec_all: 0.2145 (0.2261) loss_rec_sfr: 0.2711 (0.3003) loss_cl: -0.2790 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [22:58:50.551972] Epoch: [130] [1920/2904] eta: 0:12:23 lr: 0.002317 loss: 0.1914 (0.2003) loss_rec_all: 0.2172 (0.2261) loss_rec_sfr: 0.2814 (0.3004) loss_cl: -0.2796 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [22:59:05.475595] Epoch: [130] [1940/2904] eta: 0:12:08 lr: 0.002317 loss: 0.1864 (0.2003) loss_rec_all: 0.2122 (0.2261) loss_rec_sfr: 0.2666 (0.3002) loss_cl: -0.2789 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [22:59:20.399034] Epoch: [130] [1960/2904] eta: 0:11:53 lr: 0.002317 loss: 0.1863 (0.2002) loss_rec_all: 0.2125 (0.2260) loss_rec_sfr: 0.2676 (0.3000) loss_cl: -0.2780 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [22:59:35.313978] Epoch: [130] [1980/2904] eta: 0:11:37 lr: 0.002317 loss: 0.1879 (0.2002) loss_rec_all: 0.2141 (0.2260) loss_rec_sfr: 0.2717 (0.2998) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [22:59:50.231318] Epoch: [130] [2000/2904] eta: 0:11:22 lr: 0.002317 loss: 0.1924 (0.2003) loss_rec_all: 0.2188 (0.2261) loss_rec_sfr: 0.2858 (0.3001) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [23:00:05.149203] Epoch: [130] [2020/2904] eta: 0:11:07 lr: 0.002317 loss: 0.1906 (0.2003) loss_rec_all: 0.2162 (0.2260) loss_rec_sfr: 0.2658 (0.3000) loss_cl: -0.2794 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [23:00:20.078686] Epoch: [130] [2040/2904] eta: 0:10:52 lr: 0.002317 loss: 0.1869 (0.2002) loss_rec_all: 0.2128 (0.2260) loss_rec_sfr: 0.2591 (0.2997) loss_cl: -0.2789 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [23:00:35.003337] Epoch: [130] [2060/2904] eta: 0:10:37 lr: 0.002317 loss: 0.1934 (0.2003) loss_rec_all: 0.2195 (0.2260) loss_rec_sfr: 0.2778 (0.2999) loss_cl: -0.2790 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [23:00:49.924793] Epoch: [130] [2080/2904] eta: 0:10:22 lr: 0.002317 loss: 0.1980 (0.2004) loss_rec_all: 0.2242 (0.2261) loss_rec_sfr: 0.2857 (0.3002) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [23:01:04.839590] Epoch: [130] [2100/2904] eta: 0:10:06 lr: 0.002317 loss: 0.1891 (0.2004) loss_rec_all: 0.2149 (0.2262) loss_rec_sfr: 0.2859 (0.3005) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [23:01:19.756141] Epoch: [130] [2120/2904] eta: 0:09:51 lr: 0.002317 loss: 0.1907 (0.2004) loss_rec_all: 0.2167 (0.2262) loss_rec_sfr: 0.2753 (0.3004) loss_cl: -0.2781 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [23:01:34.676133] Epoch: [130] [2140/2904] eta: 0:09:36 lr: 0.002317 loss: 0.1866 (0.2003) loss_rec_all: 0.2123 (0.2261) loss_rec_sfr: 0.2744 (0.3002) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [23:01:49.590183] Epoch: [130] [2160/2904] eta: 0:09:21 lr: 0.002317 loss: 0.1903 (0.2004) loss_rec_all: 0.2160 (0.2261) loss_rec_sfr: 0.2698 (0.3003) loss_cl: -0.2799 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [23:02:04.511333] Epoch: [130] [2180/2904] eta: 0:09:06 lr: 0.002317 loss: 0.1892 (0.2004) loss_rec_all: 0.2154 (0.2262) loss_rec_sfr: 0.2832 (0.3003) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [23:02:19.442609] Epoch: [130] [2200/2904] eta: 0:08:51 lr: 0.002317 loss: 0.1914 (0.2004) loss_rec_all: 0.2175 (0.2262) loss_rec_sfr: 0.2714 (0.3001) loss_cl: -0.2790 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [23:02:34.366990] Epoch: [130] [2220/2904] eta: 0:08:35 lr: 0.002317 loss: 0.1901 (0.2004) loss_rec_all: 0.2158 (0.2262) loss_rec_sfr: 0.2874 (0.3003) loss_cl: -0.2783 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [23:02:49.287331] Epoch: [130] [2240/2904] eta: 0:08:20 lr: 0.002317 loss: 0.1913 (0.2004) loss_rec_all: 0.2169 (0.2262) loss_rec_sfr: 0.2822 (0.3002) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [23:03:04.207835] Epoch: [130] [2260/2904] eta: 0:08:05 lr: 0.002317 loss: 0.1876 (0.2003) loss_rec_all: 0.2132 (0.2261) loss_rec_sfr: 0.2717 (0.3000) loss_cl: -0.2791 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [23:03:19.127885] Epoch: [130] [2280/2904] eta: 0:07:50 lr: 0.002316 loss: 0.1874 (0.2003) loss_rec_all: 0.2138 (0.2261) loss_rec_sfr: 0.2857 (0.2999) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [23:03:34.047204] Epoch: [130] [2300/2904] eta: 0:07:35 lr: 0.002316 loss: 0.1925 (0.2003) loss_rec_all: 0.2185 (0.2261) loss_rec_sfr: 0.2703 (0.3000) loss_cl: -0.2783 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [23:03:48.960385] Epoch: [130] [2320/2904] eta: 0:07:20 lr: 0.002316 loss: 0.1891 (0.2003) loss_rec_all: 0.2153 (0.2261) loss_rec_sfr: 0.2732 (0.2999) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [23:04:03.878542] Epoch: [130] [2340/2904] eta: 0:07:05 lr: 0.002316 loss: 0.1901 (0.2003) loss_rec_all: 0.2165 (0.2260) loss_rec_sfr: 0.2695 (0.2997) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [23:04:18.799504] Epoch: [130] [2360/2904] eta: 0:06:50 lr: 0.002316 loss: 0.1860 (0.2002) loss_rec_all: 0.2118 (0.2260) loss_rec_sfr: 0.2758 (0.2997) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [23:04:33.723424] Epoch: [130] [2380/2904] eta: 0:06:34 lr: 0.002316 loss: 0.1882 (0.2002) loss_rec_all: 0.2140 (0.2260) loss_rec_sfr: 0.2529 (0.2995) loss_cl: -0.2783 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [23:04:48.645582] Epoch: [130] [2400/2904] eta: 0:06:19 lr: 0.002316 loss: 0.1899 (0.2001) loss_rec_all: 0.2157 (0.2259) loss_rec_sfr: 0.2714 (0.2994) loss_cl: -0.2783 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [23:05:03.564872] Epoch: [130] [2420/2904] eta: 0:06:04 lr: 0.002316 loss: 0.1884 (0.2001) loss_rec_all: 0.2142 (0.2259) loss_rec_sfr: 0.2715 (0.2992) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [23:05:18.478154] Epoch: [130] [2440/2904] eta: 0:05:49 lr: 0.002316 loss: 0.1896 (0.2001) loss_rec_all: 0.2155 (0.2259) loss_rec_sfr: 0.2785 (0.2993) loss_cl: -0.2794 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [23:05:33.393116] Epoch: [130] [2460/2904] eta: 0:05:34 lr: 0.002316 loss: 0.1907 (0.2001) loss_rec_all: 0.2169 (0.2259) loss_rec_sfr: 0.2669 (0.2990) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [23:05:48.307394] Epoch: [130] [2480/2904] eta: 0:05:19 lr: 0.002316 loss: 0.1857 (0.2000) loss_rec_all: 0.2119 (0.2258) loss_rec_sfr: 0.2827 (0.2989) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [23:06:03.224401] Epoch: [130] [2500/2904] eta: 0:05:04 lr: 0.002316 loss: 0.1896 (0.2000) loss_rec_all: 0.2154 (0.2258) loss_rec_sfr: 0.2765 (0.2989) loss_cl: -0.2782 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [23:06:18.140476] Epoch: [130] [2520/2904] eta: 0:04:49 lr: 0.002316 loss: 0.1926 (0.2001) loss_rec_all: 0.2184 (0.2259) loss_rec_sfr: 0.2956 (0.2992) loss_cl: -0.2782 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [23:06:33.055469] Epoch: [130] [2540/2904] eta: 0:04:34 lr: 0.002316 loss: 0.1915 (0.2001) loss_rec_all: 0.2176 (0.2259) loss_rec_sfr: 0.2625 (0.2992) loss_cl: -0.2795 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [23:06:47.972809] Epoch: [130] [2560/2904] eta: 0:04:19 lr: 0.002316 loss: 0.1939 (0.2001) loss_rec_all: 0.2197 (0.2259) loss_rec_sfr: 0.2732 (0.2991) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [23:07:02.892916] Epoch: [130] [2580/2904] eta: 0:04:04 lr: 0.002316 loss: 0.1892 (0.2001) loss_rec_all: 0.2152 (0.2259) loss_rec_sfr: 0.2647 (0.2990) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [23:07:17.807923] Epoch: [130] [2600/2904] eta: 0:03:48 lr: 0.002316 loss: 0.1847 (0.2001) loss_rec_all: 0.2107 (0.2258) loss_rec_sfr: 0.2752 (0.2990) loss_cl: -0.2780 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [23:07:32.733945] Epoch: [130] [2620/2904] eta: 0:03:33 lr: 0.002316 loss: 0.1912 (0.2000) loss_rec_all: 0.2169 (0.2258) loss_rec_sfr: 0.2768 (0.2989) loss_cl: -0.2782 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [23:07:47.651835] Epoch: [130] [2640/2904] eta: 0:03:18 lr: 0.002316 loss: 0.1872 (0.2001) loss_rec_all: 0.2134 (0.2259) loss_rec_sfr: 0.2428 (0.2990) loss_cl: -0.2782 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [23:08:02.571265] Epoch: [130] [2660/2904] eta: 0:03:03 lr: 0.002316 loss: 0.1860 (0.2001) loss_rec_all: 0.2121 (0.2259) loss_rec_sfr: 0.2750 (0.2990) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [23:08:17.487824] Epoch: [130] [2680/2904] eta: 0:02:48 lr: 0.002316 loss: 0.1891 (0.2001) loss_rec_all: 0.2153 (0.2258) loss_rec_sfr: 0.2576 (0.2988) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [23:08:32.401374] Epoch: [130] [2700/2904] eta: 0:02:33 lr: 0.002316 loss: 0.1876 (0.2001) loss_rec_all: 0.2134 (0.2259) loss_rec_sfr: 0.2791 (0.2988) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [23:08:47.320112] Epoch: [130] [2720/2904] eta: 0:02:18 lr: 0.002316 loss: 0.1897 (0.2001) loss_rec_all: 0.2159 (0.2259) loss_rec_sfr: 0.2923 (0.2990) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [23:09:02.235240] Epoch: [130] [2740/2904] eta: 0:02:03 lr: 0.002316 loss: 0.1867 (0.2001) loss_rec_all: 0.2131 (0.2259) loss_rec_sfr: 0.2778 (0.2989) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [23:09:17.146839] Epoch: [130] [2760/2904] eta: 0:01:48 lr: 0.002316 loss: 0.1890 (0.2001) loss_rec_all: 0.2149 (0.2258) loss_rec_sfr: 0.2796 (0.2988) loss_cl: -0.2783 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [23:09:32.069446] Epoch: [130] [2780/2904] eta: 0:01:33 lr: 0.002316 loss: 0.1886 (0.2000) loss_rec_all: 0.2144 (0.2258) loss_rec_sfr: 0.2733 (0.2987) loss_cl: -0.2780 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [23:09:46.996752] Epoch: [130] [2800/2904] eta: 0:01:18 lr: 0.002316 loss: 0.1870 (0.2000) loss_rec_all: 0.2130 (0.2258) loss_rec_sfr: 0.2696 (0.2986) loss_cl: -0.2789 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [23:10:01.918909] Epoch: [130] [2820/2904] eta: 0:01:03 lr: 0.002316 loss: 0.1846 (0.1999) loss_rec_all: 0.2108 (0.2257) loss_rec_sfr: 0.2382 (0.2984) loss_cl: -0.2808 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [23:10:16.873981] Epoch: [130] [2840/2904] eta: 0:00:48 lr: 0.002316 loss: 0.1910 (0.1999) loss_rec_all: 0.2176 (0.2257) loss_rec_sfr: 0.2711 (0.2983) loss_cl: -0.2795 (-0.2788) time: 0.7477 data: 0.0023 max mem: 29860 [23:10:31.781512] Epoch: [130] [2860/2904] eta: 0:00:33 lr: 0.002316 loss: 0.1927 (0.2000) loss_rec_all: 0.2184 (0.2258) loss_rec_sfr: 0.2966 (0.2985) loss_cl: -0.2780 (-0.2788) time: 0.7453 data: 0.0001 max mem: 29860 [23:10:46.686058] Epoch: [130] [2880/2904] eta: 0:00:18 lr: 0.002316 loss: 0.1892 (0.2000) loss_rec_all: 0.2148 (0.2258) loss_rec_sfr: 0.2740 (0.2985) loss_cl: -0.2772 (-0.2788) time: 0.7452 data: 0.0001 max mem: 29860 [23:11:01.586884] Epoch: [130] [2900/2904] eta: 0:00:03 lr: 0.002316 loss: 0.1878 (0.1999) loss_rec_all: 0.2139 (0.2257) loss_rec_sfr: 0.2441 (0.2984) loss_cl: -0.2788 (-0.2788) time: 0.7450 data: 0.0001 max mem: 29860 [23:11:03.827896] Epoch: [130] [2903/2904] eta: 0:00:00 lr: 0.002316 loss: 0.1878 (0.1999) loss_rec_all: 0.2139 (0.2257) loss_rec_sfr: 0.2606 (0.2983) loss_cl: -0.2793 (-0.2788) time: 0.7450 data: 0.0001 max mem: 29860 [23:11:05.954664] Epoch: [130] Total time: 0:36:26 (0.7531 s / it) [23:11:05.981342] Averaged stats: lr: 0.002316 loss: 0.1878 (0.2017) loss_rec_all: 0.2139 (0.2252) loss_rec_sfr: 0.2606 (0.2964) loss_cl: -0.2793 (-0.2555) [23:11:05.985987] log_dir: ./checkpoint/VF2_ViT-B [23:11:24.888580] Epoch: [131] [ 0/2904] eta: 15:14:51 lr: 0.002316 loss: 0.1833 (0.1833) loss_rec_all: 0.2097 (0.2097) loss_rec_sfr: 0.2318 (0.2318) loss_cl: -0.2805 (-0.2805) time: 18.9019 data: 16.7307 max mem: 29860 [23:11:39.960152] Epoch: [131] [ 20/2904] eta: 1:17:45 lr: 0.002316 loss: 0.1910 (0.2065) loss_rec_all: 0.2168 (0.2322) loss_rec_sfr: 0.2777 (0.3125) loss_cl: -0.2795 (-0.2795) time: 0.7535 data: 0.0002 max mem: 29860 [23:11:54.878703] Epoch: [131] [ 40/2904] eta: 0:56:55 lr: 0.002316 loss: 0.1858 (0.2007) loss_rec_all: 0.2123 (0.2266) loss_rec_sfr: 0.2844 (0.2975) loss_cl: -0.2796 (-0.2795) time: 0.7459 data: 0.0002 max mem: 29860 [23:12:09.830610] Epoch: [131] [ 60/2904] eta: 0:49:36 lr: 0.002316 loss: 0.1883 (0.2027) loss_rec_all: 0.2143 (0.2285) loss_rec_sfr: 0.2500 (0.3014) loss_cl: -0.2788 (-0.2792) time: 0.7475 data: 0.0002 max mem: 29860 [23:12:24.750728] Epoch: [131] [ 80/2904] eta: 0:45:45 lr: 0.002316 loss: 0.1920 (0.2036) loss_rec_all: 0.2178 (0.2294) loss_rec_sfr: 0.2906 (0.3071) loss_cl: -0.2779 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [23:12:39.683725] Epoch: [131] [ 100/2904] eta: 0:43:21 lr: 0.002316 loss: 0.1935 (0.2035) loss_rec_all: 0.2192 (0.2292) loss_rec_sfr: 0.2917 (0.3076) loss_cl: -0.2783 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [23:12:54.635550] Epoch: [131] [ 120/2904] eta: 0:41:39 lr: 0.002316 loss: 0.1969 (0.2051) loss_rec_all: 0.2228 (0.2308) loss_rec_sfr: 0.2756 (0.3120) loss_cl: -0.2782 (-0.2787) time: 0.7475 data: 0.0002 max mem: 29860 [23:13:09.600400] Epoch: [131] [ 140/2904] eta: 0:40:23 lr: 0.002316 loss: 0.1871 (0.2048) loss_rec_all: 0.2133 (0.2305) loss_rec_sfr: 0.2846 (0.3114) loss_cl: -0.2779 (-0.2786) time: 0.7482 data: 0.0002 max mem: 29860 [23:13:24.597533] Epoch: [131] [ 160/2904] eta: 0:39:22 lr: 0.002316 loss: 0.1850 (0.2037) loss_rec_all: 0.2113 (0.2294) loss_rec_sfr: 0.2643 (0.3086) loss_cl: -0.2787 (-0.2786) time: 0.7498 data: 0.0002 max mem: 29860 [23:13:39.557145] Epoch: [131] [ 180/2904] eta: 0:38:31 lr: 0.002316 loss: 0.1939 (0.2042) loss_rec_all: 0.2196 (0.2299) loss_rec_sfr: 0.2744 (0.3100) loss_cl: -0.2792 (-0.2787) time: 0.7479 data: 0.0002 max mem: 29860 [23:13:54.540168] Epoch: [131] [ 200/2904] eta: 0:37:47 lr: 0.002316 loss: 0.1883 (0.2032) loss_rec_all: 0.2147 (0.2290) loss_rec_sfr: 0.2634 (0.3057) loss_cl: -0.2798 (-0.2788) time: 0.7491 data: 0.0002 max mem: 29860 [23:14:09.513137] Epoch: [131] [ 220/2904] eta: 0:37:08 lr: 0.002316 loss: 0.1926 (0.2040) loss_rec_all: 0.2181 (0.2297) loss_rec_sfr: 0.2939 (0.3092) loss_cl: -0.2788 (-0.2788) time: 0.7486 data: 0.0002 max mem: 29860 [23:14:24.469452] Epoch: [131] [ 240/2904] eta: 0:36:33 lr: 0.002316 loss: 0.1894 (0.2031) loss_rec_all: 0.2155 (0.2288) loss_rec_sfr: 0.2780 (0.3071) loss_cl: -0.2776 (-0.2787) time: 0.7478 data: 0.0002 max mem: 29860 [23:14:39.441793] Epoch: [131] [ 260/2904] eta: 0:36:02 lr: 0.002316 loss: 0.1897 (0.2031) loss_rec_all: 0.2157 (0.2288) loss_rec_sfr: 0.2693 (0.3071) loss_cl: -0.2778 (-0.2786) time: 0.7486 data: 0.0002 max mem: 29860 [23:14:54.423608] Epoch: [131] [ 280/2904] eta: 0:35:33 lr: 0.002316 loss: 0.1883 (0.2025) loss_rec_all: 0.2145 (0.2282) loss_rec_sfr: 0.2470 (0.3044) loss_cl: -0.2793 (-0.2787) time: 0.7490 data: 0.0002 max mem: 29860 [23:15:09.353750] Epoch: [131] [ 300/2904] eta: 0:35:05 lr: 0.002316 loss: 0.1897 (0.2024) loss_rec_all: 0.2161 (0.2282) loss_rec_sfr: 0.2617 (0.3039) loss_cl: -0.2801 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [23:15:24.277668] Epoch: [131] [ 320/2904] eta: 0:34:39 lr: 0.002316 loss: 0.1902 (0.2025) loss_rec_all: 0.2160 (0.2282) loss_rec_sfr: 0.2883 (0.3046) loss_cl: -0.2798 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [23:15:39.202138] Epoch: [131] [ 340/2904] eta: 0:34:14 lr: 0.002316 loss: 0.1877 (0.2021) loss_rec_all: 0.2134 (0.2278) loss_rec_sfr: 0.2749 (0.3035) loss_cl: -0.2778 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [23:15:54.144491] Epoch: [131] [ 360/2904] eta: 0:33:50 lr: 0.002316 loss: 0.1917 (0.2020) loss_rec_all: 0.2178 (0.2277) loss_rec_sfr: 0.2709 (0.3028) loss_cl: -0.2775 (-0.2786) time: 0.7471 data: 0.0002 max mem: 29860 [23:16:09.071927] Epoch: [131] [ 380/2904] eta: 0:33:27 lr: 0.002316 loss: 0.1864 (0.2018) loss_rec_all: 0.2123 (0.2275) loss_rec_sfr: 0.2826 (0.3025) loss_cl: -0.2789 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [23:16:23.995127] Epoch: [131] [ 400/2904] eta: 0:33:05 lr: 0.002316 loss: 0.1878 (0.2017) loss_rec_all: 0.2142 (0.2274) loss_rec_sfr: 0.2666 (0.3020) loss_cl: -0.2790 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [23:16:38.916071] Epoch: [131] [ 420/2904] eta: 0:32:44 lr: 0.002316 loss: 0.1882 (0.2015) loss_rec_all: 0.2140 (0.2272) loss_rec_sfr: 0.2739 (0.3013) loss_cl: -0.2788 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [23:16:53.837996] Epoch: [131] [ 440/2904] eta: 0:32:23 lr: 0.002316 loss: 0.1900 (0.2014) loss_rec_all: 0.2159 (0.2272) loss_rec_sfr: 0.2818 (0.3012) loss_cl: -0.2786 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [23:17:08.765535] Epoch: [131] [ 460/2904] eta: 0:32:03 lr: 0.002316 loss: 0.1932 (0.2017) loss_rec_all: 0.2193 (0.2274) loss_rec_sfr: 0.2930 (0.3026) loss_cl: -0.2794 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [23:17:23.688507] Epoch: [131] [ 480/2904] eta: 0:31:43 lr: 0.002316 loss: 0.1942 (0.2017) loss_rec_all: 0.2201 (0.2275) loss_rec_sfr: 0.2816 (0.3029) loss_cl: -0.2789 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [23:17:38.608289] Epoch: [131] [ 500/2904] eta: 0:31:23 lr: 0.002316 loss: 0.1853 (0.2014) loss_rec_all: 0.2111 (0.2271) loss_rec_sfr: 0.2688 (0.3020) loss_cl: -0.2779 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [23:17:53.533871] Epoch: [131] [ 520/2904] eta: 0:31:04 lr: 0.002316 loss: 0.1894 (0.2010) loss_rec_all: 0.2154 (0.2268) loss_rec_sfr: 0.2686 (0.3008) loss_cl: -0.2782 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [23:18:08.456030] Epoch: [131] [ 540/2904] eta: 0:30:45 lr: 0.002316 loss: 0.1884 (0.2008) loss_rec_all: 0.2142 (0.2265) loss_rec_sfr: 0.2685 (0.2998) loss_cl: -0.2789 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [23:18:23.378674] Epoch: [131] [ 560/2904] eta: 0:30:27 lr: 0.002316 loss: 0.1923 (0.2006) loss_rec_all: 0.2188 (0.2264) loss_rec_sfr: 0.2783 (0.2992) loss_cl: -0.2794 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [23:18:38.306092] Epoch: [131] [ 580/2904] eta: 0:30:09 lr: 0.002316 loss: 0.1918 (0.2005) loss_rec_all: 0.2176 (0.2263) loss_rec_sfr: 0.2690 (0.2983) loss_cl: -0.2790 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [23:18:53.230469] Epoch: [131] [ 600/2904] eta: 0:29:51 lr: 0.002316 loss: 0.1877 (0.2001) loss_rec_all: 0.2136 (0.2259) loss_rec_sfr: 0.2776 (0.2975) loss_cl: -0.2795 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [23:19:08.154276] Epoch: [131] [ 620/2904] eta: 0:29:33 lr: 0.002316 loss: 0.1957 (0.2005) loss_rec_all: 0.2222 (0.2263) loss_rec_sfr: 0.2781 (0.2987) loss_cl: -0.2779 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [23:19:23.078482] Epoch: [131] [ 640/2904] eta: 0:29:15 lr: 0.002316 loss: 0.1873 (0.2002) loss_rec_all: 0.2133 (0.2260) loss_rec_sfr: 0.2368 (0.2976) loss_cl: -0.2794 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [23:19:38.013516] Epoch: [131] [ 660/2904] eta: 0:28:58 lr: 0.002316 loss: 0.1878 (0.2003) loss_rec_all: 0.2140 (0.2261) loss_rec_sfr: 0.2753 (0.2981) loss_cl: -0.2787 (-0.2787) time: 0.7467 data: 0.0002 max mem: 29860 [23:19:52.935759] Epoch: [131] [ 680/2904] eta: 0:28:40 lr: 0.002316 loss: 0.1899 (0.2004) loss_rec_all: 0.2161 (0.2262) loss_rec_sfr: 0.2765 (0.2985) loss_cl: -0.2783 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [23:20:07.868533] Epoch: [131] [ 700/2904] eta: 0:28:23 lr: 0.002316 loss: 0.1904 (0.2006) loss_rec_all: 0.2161 (0.2263) loss_rec_sfr: 0.2874 (0.2992) loss_cl: -0.2794 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [23:20:22.790782] Epoch: [131] [ 720/2904] eta: 0:28:06 lr: 0.002316 loss: 0.1911 (0.2006) loss_rec_all: 0.2171 (0.2264) loss_rec_sfr: 0.2645 (0.2992) loss_cl: -0.2789 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [23:20:37.721948] Epoch: [131] [ 740/2904] eta: 0:27:49 lr: 0.002316 loss: 0.1976 (0.2006) loss_rec_all: 0.2236 (0.2264) loss_rec_sfr: 0.2774 (0.2991) loss_cl: -0.2793 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [23:20:52.647970] Epoch: [131] [ 760/2904] eta: 0:27:32 lr: 0.002316 loss: 0.1888 (0.2006) loss_rec_all: 0.2146 (0.2264) loss_rec_sfr: 0.2723 (0.2992) loss_cl: -0.2788 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [23:21:07.573370] Epoch: [131] [ 780/2904] eta: 0:27:15 lr: 0.002316 loss: 0.1880 (0.2007) loss_rec_all: 0.2138 (0.2265) loss_rec_sfr: 0.2892 (0.2996) loss_cl: -0.2780 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [23:21:22.503028] Epoch: [131] [ 800/2904] eta: 0:26:59 lr: 0.002316 loss: 0.1909 (0.2007) loss_rec_all: 0.2167 (0.2265) loss_rec_sfr: 0.2695 (0.2995) loss_cl: -0.2786 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [23:21:37.430750] Epoch: [131] [ 820/2904] eta: 0:26:42 lr: 0.002316 loss: 0.1945 (0.2007) loss_rec_all: 0.2206 (0.2265) loss_rec_sfr: 0.2727 (0.2994) loss_cl: -0.2788 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [23:21:52.366846] Epoch: [131] [ 840/2904] eta: 0:26:26 lr: 0.002316 loss: 0.1879 (0.2008) loss_rec_all: 0.2144 (0.2265) loss_rec_sfr: 0.2697 (0.2995) loss_cl: -0.2792 (-0.2787) time: 0.7468 data: 0.0002 max mem: 29860 [23:22:07.290400] Epoch: [131] [ 860/2904] eta: 0:26:09 lr: 0.002316 loss: 0.1926 (0.2007) loss_rec_all: 0.2183 (0.2265) loss_rec_sfr: 0.2742 (0.2991) loss_cl: -0.2790 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [23:22:22.208596] Epoch: [131] [ 880/2904] eta: 0:25:53 lr: 0.002316 loss: 0.1927 (0.2008) loss_rec_all: 0.2191 (0.2265) loss_rec_sfr: 0.2884 (0.2993) loss_cl: -0.2788 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [23:22:37.128247] Epoch: [131] [ 900/2904] eta: 0:25:37 lr: 0.002316 loss: 0.1887 (0.2008) loss_rec_all: 0.2143 (0.2265) loss_rec_sfr: 0.2758 (0.2994) loss_cl: -0.2789 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [23:22:52.048138] Epoch: [131] [ 920/2904] eta: 0:25:20 lr: 0.002316 loss: 0.1902 (0.2007) loss_rec_all: 0.2161 (0.2264) loss_rec_sfr: 0.2777 (0.2992) loss_cl: -0.2783 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [23:23:06.971826] Epoch: [131] [ 940/2904] eta: 0:25:04 lr: 0.002316 loss: 0.1870 (0.2006) loss_rec_all: 0.2132 (0.2263) loss_rec_sfr: 0.2856 (0.2991) loss_cl: -0.2783 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [23:23:21.903866] Epoch: [131] [ 960/2904] eta: 0:24:48 lr: 0.002315 loss: 0.1918 (0.2005) loss_rec_all: 0.2177 (0.2263) loss_rec_sfr: 0.2679 (0.2988) loss_cl: -0.2788 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [23:23:36.830491] Epoch: [131] [ 980/2904] eta: 0:24:32 lr: 0.002315 loss: 0.1905 (0.2006) loss_rec_all: 0.2161 (0.2264) loss_rec_sfr: 0.2841 (0.2991) loss_cl: -0.2791 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [23:23:51.760222] Epoch: [131] [1000/2904] eta: 0:24:16 lr: 0.002315 loss: 0.1936 (0.2007) loss_rec_all: 0.2196 (0.2265) loss_rec_sfr: 0.2773 (0.2994) loss_cl: -0.2796 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [23:24:06.689348] Epoch: [131] [1020/2904] eta: 0:24:00 lr: 0.002315 loss: 0.1967 (0.2008) loss_rec_all: 0.2222 (0.2266) loss_rec_sfr: 0.2894 (0.2997) loss_cl: -0.2764 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [23:24:21.617670] Epoch: [131] [1040/2904] eta: 0:23:44 lr: 0.002315 loss: 0.1893 (0.2007) loss_rec_all: 0.2161 (0.2265) loss_rec_sfr: 0.2867 (0.2998) loss_cl: -0.2790 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [23:24:36.544480] Epoch: [131] [1060/2904] eta: 0:23:28 lr: 0.002315 loss: 0.1957 (0.2008) loss_rec_all: 0.2210 (0.2266) loss_rec_sfr: 0.2696 (0.3000) loss_cl: -0.2778 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [23:24:51.470275] Epoch: [131] [1080/2904] eta: 0:23:12 lr: 0.002315 loss: 0.1866 (0.2007) loss_rec_all: 0.2126 (0.2265) loss_rec_sfr: 0.2838 (0.2998) loss_cl: -0.2781 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [23:25:06.393157] Epoch: [131] [1100/2904] eta: 0:22:56 lr: 0.002315 loss: 0.1905 (0.2007) loss_rec_all: 0.2163 (0.2264) loss_rec_sfr: 0.2722 (0.2997) loss_cl: -0.2796 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [23:25:21.322491] Epoch: [131] [1120/2904] eta: 0:22:41 lr: 0.002315 loss: 0.1975 (0.2008) loss_rec_all: 0.2236 (0.2266) loss_rec_sfr: 0.2768 (0.3001) loss_cl: -0.2791 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [23:25:36.246847] Epoch: [131] [1140/2904] eta: 0:22:25 lr: 0.002315 loss: 0.1917 (0.2009) loss_rec_all: 0.2176 (0.2267) loss_rec_sfr: 0.2942 (0.3007) loss_cl: -0.2783 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [23:25:51.167069] Epoch: [131] [1160/2904] eta: 0:22:09 lr: 0.002315 loss: 0.1911 (0.2009) loss_rec_all: 0.2170 (0.2267) loss_rec_sfr: 0.2756 (0.3008) loss_cl: -0.2788 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [23:26:06.084269] Epoch: [131] [1180/2904] eta: 0:21:53 lr: 0.002315 loss: 0.1935 (0.2010) loss_rec_all: 0.2194 (0.2268) loss_rec_sfr: 0.2773 (0.3011) loss_cl: -0.2858 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [23:26:21.005563] Epoch: [131] [1200/2904] eta: 0:21:38 lr: 0.002315 loss: 0.1918 (0.2010) loss_rec_all: 0.2171 (0.2268) loss_rec_sfr: 0.2771 (0.3011) loss_cl: -0.2719 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [23:26:35.935890] Epoch: [131] [1220/2904] eta: 0:21:22 lr: 0.002315 loss: 0.1901 (0.2011) loss_rec_all: 0.2148 (0.2268) loss_rec_sfr: 0.2738 (0.3013) loss_cl: -0.2724 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [23:26:50.857637] Epoch: [131] [1240/2904] eta: 0:21:06 lr: 0.002315 loss: 0.1890 (0.2009) loss_rec_all: 0.2154 (0.2267) loss_rec_sfr: 0.2811 (0.3009) loss_cl: -0.2799 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [23:27:05.781060] Epoch: [131] [1260/2904] eta: 0:20:51 lr: 0.002315 loss: 0.1878 (0.2009) loss_rec_all: 0.2136 (0.2267) loss_rec_sfr: 0.2783 (0.3010) loss_cl: -0.2765 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [23:27:20.712640] Epoch: [131] [1280/2904] eta: 0:20:35 lr: 0.002315 loss: 0.1868 (0.2009) loss_rec_all: 0.2125 (0.2266) loss_rec_sfr: 0.2824 (0.3010) loss_cl: -0.2779 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [23:27:35.638774] Epoch: [131] [1300/2904] eta: 0:20:20 lr: 0.002315 loss: 0.1863 (0.2009) loss_rec_all: 0.2126 (0.2266) loss_rec_sfr: 0.2570 (0.3009) loss_cl: -0.2793 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [23:27:50.565574] Epoch: [131] [1320/2904] eta: 0:20:04 lr: 0.002315 loss: 0.1958 (0.2010) loss_rec_all: 0.2217 (0.2268) loss_rec_sfr: 0.2884 (0.3014) loss_cl: -0.2796 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [23:28:05.492615] Epoch: [131] [1340/2904] eta: 0:19:48 lr: 0.002315 loss: 0.1915 (0.2010) loss_rec_all: 0.2175 (0.2267) loss_rec_sfr: 0.2681 (0.3012) loss_cl: -0.2788 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [23:28:20.417321] Epoch: [131] [1360/2904] eta: 0:19:33 lr: 0.002315 loss: 0.1909 (0.2008) loss_rec_all: 0.2164 (0.2266) loss_rec_sfr: 0.2734 (0.3008) loss_cl: -0.2788 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [23:28:35.343727] Epoch: [131] [1380/2904] eta: 0:19:17 lr: 0.002315 loss: 0.1897 (0.2009) loss_rec_all: 0.2156 (0.2266) loss_rec_sfr: 0.2828 (0.3009) loss_cl: -0.2790 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [23:28:50.270553] Epoch: [131] [1400/2904] eta: 0:19:02 lr: 0.002315 loss: 0.1869 (0.2007) loss_rec_all: 0.2131 (0.2265) loss_rec_sfr: 0.2654 (0.3003) loss_cl: -0.2787 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [23:29:05.201646] Epoch: [131] [1420/2904] eta: 0:18:46 lr: 0.002315 loss: 0.1884 (0.2007) loss_rec_all: 0.2144 (0.2264) loss_rec_sfr: 0.2868 (0.3003) loss_cl: -0.2791 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [23:29:20.122736] Epoch: [131] [1440/2904] eta: 0:18:31 lr: 0.002315 loss: 0.1878 (0.2005) loss_rec_all: 0.2139 (0.2263) loss_rec_sfr: 0.2500 (0.2998) loss_cl: -0.2792 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [23:29:35.046045] Epoch: [131] [1460/2904] eta: 0:18:16 lr: 0.002315 loss: 0.1926 (0.2005) loss_rec_all: 0.2183 (0.2263) loss_rec_sfr: 0.2773 (0.2996) loss_cl: -0.2789 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [23:29:49.972383] Epoch: [131] [1480/2904] eta: 0:18:00 lr: 0.002315 loss: 0.1890 (0.2005) loss_rec_all: 0.2150 (0.2262) loss_rec_sfr: 0.2695 (0.2994) loss_cl: -0.2782 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [23:30:04.896473] Epoch: [131] [1500/2904] eta: 0:17:45 lr: 0.002315 loss: 0.1882 (0.2004) loss_rec_all: 0.2143 (0.2262) loss_rec_sfr: 0.2804 (0.2994) loss_cl: -0.2790 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [23:30:19.818325] Epoch: [131] [1520/2904] eta: 0:17:29 lr: 0.002315 loss: 0.1868 (0.2003) loss_rec_all: 0.2134 (0.2261) loss_rec_sfr: 0.2409 (0.2989) loss_cl: -0.2789 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [23:30:34.743631] Epoch: [131] [1540/2904] eta: 0:17:14 lr: 0.002315 loss: 0.1929 (0.2004) loss_rec_all: 0.2187 (0.2262) loss_rec_sfr: 0.2782 (0.2992) loss_cl: -0.2788 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [23:30:49.668374] Epoch: [131] [1560/2904] eta: 0:16:59 lr: 0.002315 loss: 0.1861 (0.2003) loss_rec_all: 0.2126 (0.2261) loss_rec_sfr: 0.2769 (0.2990) loss_cl: -0.2790 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [23:31:04.590967] Epoch: [131] [1580/2904] eta: 0:16:43 lr: 0.002315 loss: 0.1884 (0.2004) loss_rec_all: 0.2142 (0.2261) loss_rec_sfr: 0.2809 (0.2991) loss_cl: -0.2785 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [23:31:19.514592] Epoch: [131] [1600/2904] eta: 0:16:28 lr: 0.002315 loss: 0.1887 (0.2003) loss_rec_all: 0.2147 (0.2261) loss_rec_sfr: 0.2639 (0.2987) loss_cl: -0.2784 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [23:31:34.442173] Epoch: [131] [1620/2904] eta: 0:16:13 lr: 0.002315 loss: 0.1862 (0.2002) loss_rec_all: 0.2125 (0.2259) loss_rec_sfr: 0.2482 (0.2982) loss_cl: -0.2785 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [23:31:49.369496] Epoch: [131] [1640/2904] eta: 0:15:57 lr: 0.002315 loss: 0.1872 (0.2001) loss_rec_all: 0.2134 (0.2259) loss_rec_sfr: 0.2652 (0.2981) loss_cl: -0.2788 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [23:32:04.298355] Epoch: [131] [1660/2904] eta: 0:15:42 lr: 0.002315 loss: 0.1938 (0.2002) loss_rec_all: 0.2201 (0.2260) loss_rec_sfr: 0.2734 (0.2983) loss_cl: -0.2785 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [23:32:19.217558] Epoch: [131] [1680/2904] eta: 0:15:27 lr: 0.002315 loss: 0.1875 (0.2002) loss_rec_all: 0.2140 (0.2260) loss_rec_sfr: 0.2630 (0.2983) loss_cl: -0.2794 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [23:32:34.141617] Epoch: [131] [1700/2904] eta: 0:15:11 lr: 0.002315 loss: 0.1884 (0.2002) loss_rec_all: 0.2145 (0.2260) loss_rec_sfr: 0.2739 (0.2983) loss_cl: -0.2790 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [23:32:49.061917] Epoch: [131] [1720/2904] eta: 0:14:56 lr: 0.002315 loss: 0.1885 (0.2002) loss_rec_all: 0.2144 (0.2260) loss_rec_sfr: 0.2873 (0.2984) loss_cl: -0.2792 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [23:33:03.983912] Epoch: [131] [1740/2904] eta: 0:14:41 lr: 0.002315 loss: 0.1898 (0.2002) loss_rec_all: 0.2158 (0.2259) loss_rec_sfr: 0.2785 (0.2983) loss_cl: -0.2786 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [23:33:18.896343] Epoch: [131] [1760/2904] eta: 0:14:25 lr: 0.002315 loss: 0.1851 (0.2002) loss_rec_all: 0.2108 (0.2260) loss_rec_sfr: 0.2573 (0.2984) loss_cl: -0.2789 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [23:33:33.821853] Epoch: [131] [1780/2904] eta: 0:14:10 lr: 0.002315 loss: 0.1897 (0.2003) loss_rec_all: 0.2161 (0.2260) loss_rec_sfr: 0.2847 (0.2986) loss_cl: -0.2788 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [23:33:48.741105] Epoch: [131] [1800/2904] eta: 0:13:55 lr: 0.002315 loss: 0.1881 (0.2002) loss_rec_all: 0.2141 (0.2260) loss_rec_sfr: 0.2815 (0.2986) loss_cl: -0.2789 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [23:34:03.656684] Epoch: [131] [1820/2904] eta: 0:13:40 lr: 0.002315 loss: 0.1905 (0.2002) loss_rec_all: 0.2168 (0.2260) loss_rec_sfr: 0.2855 (0.2987) loss_cl: -0.2787 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [23:34:18.579740] Epoch: [131] [1840/2904] eta: 0:13:24 lr: 0.002315 loss: 0.1893 (0.2001) loss_rec_all: 0.2154 (0.2259) loss_rec_sfr: 0.2779 (0.2984) loss_cl: -0.2796 (-0.2787) time: 0.7461 data: 0.0003 max mem: 29860 [23:34:33.500990] Epoch: [131] [1860/2904] eta: 0:13:09 lr: 0.002315 loss: 0.1884 (0.2001) loss_rec_all: 0.2149 (0.2259) loss_rec_sfr: 0.2496 (0.2981) loss_cl: -0.2787 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [23:34:48.414817] Epoch: [131] [1880/2904] eta: 0:12:54 lr: 0.002315 loss: 0.1874 (0.2001) loss_rec_all: 0.2138 (0.2259) loss_rec_sfr: 0.2749 (0.2983) loss_cl: -0.2788 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [23:35:03.339674] Epoch: [131] [1900/2904] eta: 0:12:39 lr: 0.002315 loss: 0.1919 (0.2002) loss_rec_all: 0.2180 (0.2260) loss_rec_sfr: 0.2744 (0.2985) loss_cl: -0.2780 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [23:35:18.261745] Epoch: [131] [1920/2904] eta: 0:12:23 lr: 0.002315 loss: 0.1876 (0.2002) loss_rec_all: 0.2135 (0.2260) loss_rec_sfr: 0.2798 (0.2985) loss_cl: -0.2794 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [23:35:33.176316] Epoch: [131] [1940/2904] eta: 0:12:08 lr: 0.002315 loss: 0.1866 (0.2001) loss_rec_all: 0.2130 (0.2259) loss_rec_sfr: 0.2844 (0.2984) loss_cl: -0.2792 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [23:35:48.091869] Epoch: [131] [1960/2904] eta: 0:11:53 lr: 0.002315 loss: 0.1868 (0.2001) loss_rec_all: 0.2129 (0.2259) loss_rec_sfr: 0.2765 (0.2984) loss_cl: -0.2791 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [23:36:03.009290] Epoch: [131] [1980/2904] eta: 0:11:38 lr: 0.002315 loss: 0.1939 (0.2002) loss_rec_all: 0.2196 (0.2260) loss_rec_sfr: 0.2766 (0.2987) loss_cl: -0.2786 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [23:36:17.928500] Epoch: [131] [2000/2904] eta: 0:11:23 lr: 0.002315 loss: 0.1889 (0.2002) loss_rec_all: 0.2150 (0.2260) loss_rec_sfr: 0.2819 (0.2987) loss_cl: -0.2780 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [23:36:32.843038] Epoch: [131] [2020/2904] eta: 0:11:07 lr: 0.002315 loss: 0.1923 (0.2002) loss_rec_all: 0.2181 (0.2260) loss_rec_sfr: 0.2853 (0.2989) loss_cl: -0.2790 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [23:36:47.752442] Epoch: [131] [2040/2904] eta: 0:10:52 lr: 0.002315 loss: 0.1849 (0.2002) loss_rec_all: 0.2108 (0.2260) loss_rec_sfr: 0.2727 (0.2987) loss_cl: -0.2787 (-0.2787) time: 0.7454 data: 0.0003 max mem: 29860 [23:37:02.673784] Epoch: [131] [2060/2904] eta: 0:10:37 lr: 0.002315 loss: 0.1907 (0.2002) loss_rec_all: 0.2170 (0.2260) loss_rec_sfr: 0.2723 (0.2987) loss_cl: -0.2792 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [23:37:17.592085] Epoch: [131] [2080/2904] eta: 0:10:22 lr: 0.002315 loss: 0.1933 (0.2001) loss_rec_all: 0.2195 (0.2259) loss_rec_sfr: 0.2689 (0.2985) loss_cl: -0.2789 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [23:37:32.506328] Epoch: [131] [2100/2904] eta: 0:10:07 lr: 0.002315 loss: 0.1869 (0.2001) loss_rec_all: 0.2127 (0.2259) loss_rec_sfr: 0.2849 (0.2985) loss_cl: -0.2786 (-0.2787) time: 0.7457 data: 0.0003 max mem: 29860 [23:37:47.558475] Epoch: [131] [2120/2904] eta: 0:09:51 lr: 0.002315 loss: 0.1922 (0.2002) loss_rec_all: 0.2184 (0.2259) loss_rec_sfr: 0.2827 (0.2986) loss_cl: -0.2786 (-0.2787) time: 0.7526 data: 0.0002 max mem: 29860 [23:38:02.478627] Epoch: [131] [2140/2904] eta: 0:09:36 lr: 0.002315 loss: 0.1846 (0.2001) loss_rec_all: 0.2109 (0.2258) loss_rec_sfr: 0.2447 (0.2983) loss_cl: -0.2793 (-0.2787) time: 0.7460 data: 0.0003 max mem: 29860 [23:38:17.393410] Epoch: [131] [2160/2904] eta: 0:09:21 lr: 0.002315 loss: 0.1902 (0.2001) loss_rec_all: 0.2164 (0.2259) loss_rec_sfr: 0.2871 (0.2985) loss_cl: -0.2789 (-0.2787) time: 0.7457 data: 0.0003 max mem: 29860 [23:38:32.309748] Epoch: [131] [2180/2904] eta: 0:09:06 lr: 0.002315 loss: 0.1934 (0.2001) loss_rec_all: 0.2193 (0.2258) loss_rec_sfr: 0.2839 (0.2985) loss_cl: -0.2785 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [23:38:47.219722] Epoch: [131] [2200/2904] eta: 0:08:51 lr: 0.002315 loss: 0.1869 (0.2000) loss_rec_all: 0.2129 (0.2257) loss_rec_sfr: 0.2702 (0.2982) loss_cl: -0.2782 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [23:39:02.136725] Epoch: [131] [2220/2904] eta: 0:08:36 lr: 0.002315 loss: 0.1936 (0.2000) loss_rec_all: 0.2195 (0.2258) loss_rec_sfr: 0.2736 (0.2984) loss_cl: -0.2787 (-0.2787) time: 0.7458 data: 0.0003 max mem: 29860 [23:39:17.051859] Epoch: [131] [2240/2904] eta: 0:08:21 lr: 0.002315 loss: 0.1951 (0.2001) loss_rec_all: 0.2208 (0.2259) loss_rec_sfr: 0.2849 (0.2986) loss_cl: -0.2790 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [23:39:31.973609] Epoch: [131] [2260/2904] eta: 0:08:05 lr: 0.002315 loss: 0.1866 (0.2000) loss_rec_all: 0.2130 (0.2258) loss_rec_sfr: 0.2666 (0.2984) loss_cl: -0.2794 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [23:39:46.896134] Epoch: [131] [2280/2904] eta: 0:07:50 lr: 0.002315 loss: 0.1866 (0.2000) loss_rec_all: 0.2129 (0.2258) loss_rec_sfr: 0.2634 (0.2983) loss_cl: -0.2790 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [23:40:01.821552] Epoch: [131] [2300/2904] eta: 0:07:35 lr: 0.002315 loss: 0.1934 (0.2001) loss_rec_all: 0.2195 (0.2258) loss_rec_sfr: 0.2636 (0.2984) loss_cl: -0.2781 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [23:40:16.737800] Epoch: [131] [2320/2904] eta: 0:07:20 lr: 0.002315 loss: 0.1856 (0.2000) loss_rec_all: 0.2116 (0.2258) loss_rec_sfr: 0.2430 (0.2980) loss_cl: -0.2792 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [23:40:31.658213] Epoch: [131] [2340/2904] eta: 0:07:05 lr: 0.002315 loss: 0.1903 (0.1999) loss_rec_all: 0.2162 (0.2257) loss_rec_sfr: 0.2792 (0.2980) loss_cl: -0.2797 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [23:40:46.587660] Epoch: [131] [2360/2904] eta: 0:06:50 lr: 0.002315 loss: 0.1912 (0.1999) loss_rec_all: 0.2172 (0.2257) loss_rec_sfr: 0.2648 (0.2979) loss_cl: -0.2794 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [23:41:01.505725] Epoch: [131] [2380/2904] eta: 0:06:35 lr: 0.002315 loss: 0.1879 (0.1999) loss_rec_all: 0.2142 (0.2257) loss_rec_sfr: 0.2785 (0.2978) loss_cl: -0.2782 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [23:41:16.419732] Epoch: [131] [2400/2904] eta: 0:06:20 lr: 0.002315 loss: 0.1924 (0.2000) loss_rec_all: 0.2186 (0.2258) loss_rec_sfr: 0.2872 (0.2980) loss_cl: -0.2788 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [23:41:31.339655] Epoch: [131] [2420/2904] eta: 0:06:04 lr: 0.002315 loss: 0.1897 (0.2000) loss_rec_all: 0.2157 (0.2257) loss_rec_sfr: 0.2641 (0.2979) loss_cl: -0.2794 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [23:41:46.260059] Epoch: [131] [2440/2904] eta: 0:05:49 lr: 0.002315 loss: 0.1885 (0.1999) loss_rec_all: 0.2143 (0.2257) loss_rec_sfr: 0.2643 (0.2979) loss_cl: -0.2786 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [23:42:01.180632] Epoch: [131] [2460/2904] eta: 0:05:34 lr: 0.002315 loss: 0.1900 (0.1999) loss_rec_all: 0.2161 (0.2257) loss_rec_sfr: 0.2761 (0.2978) loss_cl: -0.2789 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [23:42:16.098380] Epoch: [131] [2480/2904] eta: 0:05:19 lr: 0.002315 loss: 0.1898 (0.1999) loss_rec_all: 0.2155 (0.2257) loss_rec_sfr: 0.2833 (0.2978) loss_cl: -0.2788 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [23:42:31.016980] Epoch: [131] [2500/2904] eta: 0:05:04 lr: 0.002315 loss: 0.1894 (0.1999) loss_rec_all: 0.2150 (0.2256) loss_rec_sfr: 0.2672 (0.2976) loss_cl: -0.2786 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [23:42:45.938079] Epoch: [131] [2520/2904] eta: 0:04:49 lr: 0.002315 loss: 0.1968 (0.1999) loss_rec_all: 0.2225 (0.2257) loss_rec_sfr: 0.2883 (0.2979) loss_cl: -0.2790 (-0.2787) time: 0.7460 data: 0.0003 max mem: 29860 [23:43:00.875007] Epoch: [131] [2540/2904] eta: 0:04:34 lr: 0.002314 loss: 0.1845 (0.1999) loss_rec_all: 0.2109 (0.2256) loss_rec_sfr: 0.2386 (0.2976) loss_cl: -0.2796 (-0.2787) time: 0.7468 data: 0.0003 max mem: 29860 [23:43:15.827142] Epoch: [131] [2560/2904] eta: 0:04:19 lr: 0.002314 loss: 0.1858 (0.1998) loss_rec_all: 0.2120 (0.2256) loss_rec_sfr: 0.2675 (0.2974) loss_cl: -0.2794 (-0.2788) time: 0.7475 data: 0.0003 max mem: 29860 [23:43:30.773411] Epoch: [131] [2580/2904] eta: 0:04:04 lr: 0.002314 loss: 0.1867 (0.1997) loss_rec_all: 0.2125 (0.2255) loss_rec_sfr: 0.2841 (0.2973) loss_cl: -0.2785 (-0.2787) time: 0.7473 data: 0.0003 max mem: 29860 [23:43:45.725588] Epoch: [131] [2600/2904] eta: 0:03:49 lr: 0.002314 loss: 0.1913 (0.1998) loss_rec_all: 0.2173 (0.2256) loss_rec_sfr: 0.2815 (0.2976) loss_cl: -0.2781 (-0.2787) time: 0.7475 data: 0.0003 max mem: 29860 [23:44:00.678917] Epoch: [131] [2620/2904] eta: 0:03:33 lr: 0.002314 loss: 0.1950 (0.1999) loss_rec_all: 0.2211 (0.2257) loss_rec_sfr: 0.2728 (0.2976) loss_cl: -0.2788 (-0.2787) time: 0.7476 data: 0.0002 max mem: 29860 [23:44:15.630764] Epoch: [131] [2640/2904] eta: 0:03:18 lr: 0.002314 loss: 0.1898 (0.1999) loss_rec_all: 0.2158 (0.2257) loss_rec_sfr: 0.2877 (0.2977) loss_cl: -0.2799 (-0.2788) time: 0.7475 data: 0.0004 max mem: 29860 [23:44:30.581377] Epoch: [131] [2660/2904] eta: 0:03:03 lr: 0.002314 loss: 0.1875 (0.1999) loss_rec_all: 0.2132 (0.2257) loss_rec_sfr: 0.2707 (0.2976) loss_cl: -0.2790 (-0.2788) time: 0.7475 data: 0.0003 max mem: 29860 [23:44:45.528080] Epoch: [131] [2680/2904] eta: 0:02:48 lr: 0.002314 loss: 0.1943 (0.1999) loss_rec_all: 0.2201 (0.2257) loss_rec_sfr: 0.2754 (0.2976) loss_cl: -0.2792 (-0.2788) time: 0.7473 data: 0.0003 max mem: 29860 [23:45:00.472377] Epoch: [131] [2700/2904] eta: 0:02:33 lr: 0.002314 loss: 0.1893 (0.1999) loss_rec_all: 0.2154 (0.2257) loss_rec_sfr: 0.2930 (0.2979) loss_cl: -0.2787 (-0.2788) time: 0.7472 data: 0.0004 max mem: 29860 [23:45:15.414140] Epoch: [131] [2720/2904] eta: 0:02:18 lr: 0.002314 loss: 0.1884 (0.1999) loss_rec_all: 0.2146 (0.2257) loss_rec_sfr: 0.2845 (0.2979) loss_cl: -0.2783 (-0.2787) time: 0.7470 data: 0.0002 max mem: 29860 [23:45:30.366030] Epoch: [131] [2740/2904] eta: 0:02:03 lr: 0.002314 loss: 0.1919 (0.2000) loss_rec_all: 0.2175 (0.2258) loss_rec_sfr: 0.2651 (0.2980) loss_cl: -0.2781 (-0.2787) time: 0.7475 data: 0.0003 max mem: 29860 [23:45:45.308965] Epoch: [131] [2760/2904] eta: 0:01:48 lr: 0.002314 loss: 0.2073 (0.2001) loss_rec_all: 0.2331 (0.2259) loss_rec_sfr: 0.2995 (0.2984) loss_cl: -0.2781 (-0.2787) time: 0.7471 data: 0.0003 max mem: 29860 [23:46:00.224286] Epoch: [131] [2780/2904] eta: 0:01:33 lr: 0.002314 loss: 0.1893 (0.2001) loss_rec_all: 0.2155 (0.2259) loss_rec_sfr: 0.2485 (0.2984) loss_cl: -0.2793 (-0.2787) time: 0.7457 data: 0.0003 max mem: 29860 [23:46:15.142474] Epoch: [131] [2800/2904] eta: 0:01:18 lr: 0.002314 loss: 0.1890 (0.2001) loss_rec_all: 0.2153 (0.2259) loss_rec_sfr: 0.2754 (0.2983) loss_cl: -0.2800 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [23:46:30.068074] Epoch: [131] [2820/2904] eta: 0:01:03 lr: 0.002314 loss: 0.1894 (0.2001) loss_rec_all: 0.2157 (0.2259) loss_rec_sfr: 0.2695 (0.2983) loss_cl: -0.2793 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [23:46:45.017539] Epoch: [131] [2840/2904] eta: 0:00:48 lr: 0.002314 loss: 0.1904 (0.2001) loss_rec_all: 0.2165 (0.2259) loss_rec_sfr: 0.2765 (0.2983) loss_cl: -0.2781 (-0.2788) time: 0.7474 data: 0.0023 max mem: 29860 [23:46:59.914052] Epoch: [131] [2860/2904] eta: 0:00:33 lr: 0.002314 loss: 0.1927 (0.2001) loss_rec_all: 0.2183 (0.2259) loss_rec_sfr: 0.2939 (0.2985) loss_cl: -0.2790 (-0.2788) time: 0.7448 data: 0.0001 max mem: 29860 [23:47:14.819180] Epoch: [131] [2880/2904] eta: 0:00:18 lr: 0.002314 loss: 0.1890 (0.2002) loss_rec_all: 0.2148 (0.2260) loss_rec_sfr: 0.2790 (0.2986) loss_cl: -0.2791 (-0.2788) time: 0.7452 data: 0.0001 max mem: 29860 [23:47:29.721249] Epoch: [131] [2900/2904] eta: 0:00:03 lr: 0.002314 loss: 0.1913 (0.2002) loss_rec_all: 0.2170 (0.2260) loss_rec_sfr: 0.2689 (0.2987) loss_cl: -0.2784 (-0.2788) time: 0.7451 data: 0.0001 max mem: 29860 [23:47:31.965336] Epoch: [131] [2903/2904] eta: 0:00:00 lr: 0.002314 loss: 0.1913 (0.2002) loss_rec_all: 0.2170 (0.2260) loss_rec_sfr: 0.2661 (0.2987) loss_cl: -0.2783 (-0.2788) time: 0.7451 data: 0.0001 max mem: 29860 [23:47:34.206467] Epoch: [131] Total time: 0:36:28 (0.7535 s / it) [23:47:34.208079] Averaged stats: lr: 0.002314 loss: 0.1913 (0.2018) loss_rec_all: 0.2170 (0.2253) loss_rec_sfr: 0.2661 (0.2967) loss_cl: -0.2783 (-0.2555) [23:47:34.212844] log_dir: ./checkpoint/VF2_ViT-B [23:47:50.731855] Epoch: [132] [ 0/2904] eta: 13:19:29 lr: 0.002314 loss: 0.1946 (0.1946) loss_rec_all: 0.2202 (0.2202) loss_rec_sfr: 0.2905 (0.2905) loss_cl: -0.2766 (-0.2766) time: 16.5183 data: 14.9031 max mem: 29860 [23:48:07.829227] Epoch: [132] [ 20/2904] eta: 1:16:56 lr: 0.002314 loss: 0.1869 (0.1902) loss_rec_all: 0.2127 (0.2160) loss_rec_sfr: 0.2754 (0.2713) loss_cl: -0.2779 (-0.2777) time: 0.8548 data: 0.0002 max mem: 29860 [23:48:22.714761] Epoch: [132] [ 40/2904] eta: 0:56:27 lr: 0.002314 loss: 0.1898 (0.1944) loss_rec_all: 0.2160 (0.2203) loss_rec_sfr: 0.2716 (0.2841) loss_cl: -0.2799 (-0.2787) time: 0.7442 data: 0.0002 max mem: 29860 [23:48:37.601314] Epoch: [132] [ 60/2904] eta: 0:49:15 lr: 0.002314 loss: 0.1868 (0.1921) loss_rec_all: 0.2128 (0.2181) loss_rec_sfr: 0.2646 (0.2760) loss_cl: -0.2797 (-0.2790) time: 0.7443 data: 0.0002 max mem: 29860 [23:48:52.502590] Epoch: [132] [ 80/2904] eta: 0:45:29 lr: 0.002314 loss: 0.1932 (0.1951) loss_rec_all: 0.2192 (0.2210) loss_rec_sfr: 0.2768 (0.2850) loss_cl: -0.2794 (-0.2790) time: 0.7450 data: 0.0002 max mem: 29860 [23:49:07.415526] Epoch: [132] [ 100/2904] eta: 0:43:07 lr: 0.002314 loss: 0.1937 (0.1968) loss_rec_all: 0.2196 (0.2227) loss_rec_sfr: 0.2678 (0.2876) loss_cl: -0.2792 (-0.2790) time: 0.7456 data: 0.0002 max mem: 29860 [23:49:22.339679] Epoch: [132] [ 120/2904] eta: 0:41:27 lr: 0.002314 loss: 0.1865 (0.1968) loss_rec_all: 0.2125 (0.2226) loss_rec_sfr: 0.2571 (0.2870) loss_cl: -0.2786 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [23:49:37.269947] Epoch: [132] [ 140/2904] eta: 0:40:12 lr: 0.002314 loss: 0.1890 (0.1971) loss_rec_all: 0.2151 (0.2230) loss_rec_sfr: 0.2736 (0.2885) loss_cl: -0.2789 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [23:49:52.211469] Epoch: [132] [ 160/2904] eta: 0:39:11 lr: 0.002314 loss: 0.1852 (0.1962) loss_rec_all: 0.2109 (0.2221) loss_rec_sfr: 0.2686 (0.2852) loss_cl: -0.2789 (-0.2789) time: 0.7470 data: 0.0002 max mem: 29860 [23:50:07.172744] Epoch: [132] [ 180/2904] eta: 0:38:21 lr: 0.002314 loss: 0.1873 (0.1960) loss_rec_all: 0.2133 (0.2219) loss_rec_sfr: 0.2788 (0.2852) loss_cl: -0.2796 (-0.2789) time: 0.7480 data: 0.0002 max mem: 29860 [23:50:22.106212] Epoch: [132] [ 200/2904] eta: 0:37:38 lr: 0.002314 loss: 0.1877 (0.1959) loss_rec_all: 0.2133 (0.2218) loss_rec_sfr: 0.2637 (0.2844) loss_cl: -0.2789 (-0.2789) time: 0.7466 data: 0.0002 max mem: 29860 [23:50:37.039240] Epoch: [132] [ 220/2904] eta: 0:37:00 lr: 0.002314 loss: 0.1885 (0.1955) loss_rec_all: 0.2146 (0.2215) loss_rec_sfr: 0.2524 (0.2829) loss_cl: -0.2794 (-0.2789) time: 0.7466 data: 0.0002 max mem: 29860 [23:50:51.977491] Epoch: [132] [ 240/2904] eta: 0:36:25 lr: 0.002314 loss: 0.1846 (0.1956) loss_rec_all: 0.2111 (0.2215) loss_rec_sfr: 0.2672 (0.2833) loss_cl: -0.2795 (-0.2790) time: 0.7469 data: 0.0002 max mem: 29860 [23:51:06.914956] Epoch: [132] [ 260/2904] eta: 0:35:54 lr: 0.002314 loss: 0.1879 (0.1963) loss_rec_all: 0.2140 (0.2221) loss_rec_sfr: 0.2911 (0.2853) loss_cl: -0.2778 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [23:51:21.843907] Epoch: [132] [ 280/2904] eta: 0:35:25 lr: 0.002314 loss: 0.1926 (0.1969) loss_rec_all: 0.2188 (0.2228) loss_rec_sfr: 0.2757 (0.2871) loss_cl: -0.2781 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [23:51:36.789606] Epoch: [132] [ 300/2904] eta: 0:34:58 lr: 0.002314 loss: 0.1865 (0.1970) loss_rec_all: 0.2126 (0.2229) loss_rec_sfr: 0.2732 (0.2877) loss_cl: -0.2801 (-0.2788) time: 0.7472 data: 0.0002 max mem: 29860 [23:51:51.744829] Epoch: [132] [ 320/2904] eta: 0:34:32 lr: 0.002314 loss: 0.1851 (0.1971) loss_rec_all: 0.2115 (0.2230) loss_rec_sfr: 0.2700 (0.2879) loss_cl: -0.2790 (-0.2788) time: 0.7477 data: 0.0002 max mem: 29860 [23:52:06.687149] Epoch: [132] [ 340/2904] eta: 0:34:08 lr: 0.002314 loss: 0.1864 (0.1969) loss_rec_all: 0.2122 (0.2227) loss_rec_sfr: 0.2624 (0.2866) loss_cl: -0.2787 (-0.2788) time: 0.7471 data: 0.0002 max mem: 29860 [23:52:21.644622] Epoch: [132] [ 360/2904] eta: 0:33:45 lr: 0.002314 loss: 0.1920 (0.1969) loss_rec_all: 0.2183 (0.2228) loss_rec_sfr: 0.2723 (0.2863) loss_cl: -0.2792 (-0.2788) time: 0.7478 data: 0.0002 max mem: 29860 [23:52:36.572228] Epoch: [132] [ 380/2904] eta: 0:33:22 lr: 0.002314 loss: 0.1866 (0.1969) loss_rec_all: 0.2129 (0.2228) loss_rec_sfr: 0.2360 (0.2854) loss_cl: -0.2787 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [23:52:51.509827] Epoch: [132] [ 400/2904] eta: 0:33:01 lr: 0.002314 loss: 0.1900 (0.1969) loss_rec_all: 0.2160 (0.2228) loss_rec_sfr: 0.2732 (0.2859) loss_cl: -0.2792 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [23:53:06.442992] Epoch: [132] [ 420/2904] eta: 0:32:40 lr: 0.002314 loss: 0.1863 (0.1968) loss_rec_all: 0.2121 (0.2227) loss_rec_sfr: 0.2818 (0.2863) loss_cl: -0.2792 (-0.2789) time: 0.7466 data: 0.0002 max mem: 29860 [23:53:21.364937] Epoch: [132] [ 440/2904] eta: 0:32:19 lr: 0.002314 loss: 0.1870 (0.1972) loss_rec_all: 0.2132 (0.2230) loss_rec_sfr: 0.2654 (0.2874) loss_cl: -0.2785 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [23:53:36.295091] Epoch: [132] [ 460/2904] eta: 0:31:59 lr: 0.002314 loss: 0.1857 (0.1972) loss_rec_all: 0.2119 (0.2231) loss_rec_sfr: 0.2419 (0.2875) loss_cl: -0.2784 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [23:53:51.220806] Epoch: [132] [ 480/2904] eta: 0:31:39 lr: 0.002314 loss: 0.1906 (0.1972) loss_rec_all: 0.2167 (0.2231) loss_rec_sfr: 0.2773 (0.2879) loss_cl: -0.2786 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [23:54:06.142687] Epoch: [132] [ 500/2904] eta: 0:31:20 lr: 0.002314 loss: 0.1865 (0.1970) loss_rec_all: 0.2125 (0.2229) loss_rec_sfr: 0.2800 (0.2877) loss_cl: -0.2789 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [23:54:21.073709] Epoch: [132] [ 520/2904] eta: 0:31:01 lr: 0.002314 loss: 0.1872 (0.1972) loss_rec_all: 0.2132 (0.2231) loss_rec_sfr: 0.2719 (0.2882) loss_cl: -0.2796 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [23:54:35.996427] Epoch: [132] [ 540/2904] eta: 0:30:42 lr: 0.002314 loss: 0.1898 (0.1974) loss_rec_all: 0.2162 (0.2232) loss_rec_sfr: 0.2869 (0.2889) loss_cl: -0.2793 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [23:54:50.924079] Epoch: [132] [ 560/2904] eta: 0:30:24 lr: 0.002314 loss: 0.1916 (0.1978) loss_rec_all: 0.2176 (0.2237) loss_rec_sfr: 0.2900 (0.2902) loss_cl: -0.2790 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [23:55:05.861115] Epoch: [132] [ 580/2904] eta: 0:30:06 lr: 0.002314 loss: 0.1900 (0.1977) loss_rec_all: 0.2161 (0.2236) loss_rec_sfr: 0.2896 (0.2902) loss_cl: -0.2780 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [23:55:20.805813] Epoch: [132] [ 600/2904] eta: 0:29:48 lr: 0.002314 loss: 0.1884 (0.1976) loss_rec_all: 0.2145 (0.2235) loss_rec_sfr: 0.2652 (0.2898) loss_cl: -0.2780 (-0.2788) time: 0.7472 data: 0.0002 max mem: 29860 [23:55:35.740409] Epoch: [132] [ 620/2904] eta: 0:29:30 lr: 0.002314 loss: 0.1946 (0.1978) loss_rec_all: 0.2209 (0.2237) loss_rec_sfr: 0.2810 (0.2904) loss_cl: -0.2793 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [23:55:50.677681] Epoch: [132] [ 640/2904] eta: 0:29:13 lr: 0.002314 loss: 0.1908 (0.1980) loss_rec_all: 0.2167 (0.2239) loss_rec_sfr: 0.2880 (0.2913) loss_cl: -0.2790 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [23:56:05.615963] Epoch: [132] [ 660/2904] eta: 0:28:56 lr: 0.002314 loss: 0.1925 (0.1980) loss_rec_all: 0.2182 (0.2238) loss_rec_sfr: 0.2736 (0.2911) loss_cl: -0.2784 (-0.2788) time: 0.7469 data: 0.0002 max mem: 29860 [23:56:20.537716] Epoch: [132] [ 680/2904] eta: 0:28:38 lr: 0.002314 loss: 0.1883 (0.1981) loss_rec_all: 0.2145 (0.2240) loss_rec_sfr: 0.2765 (0.2912) loss_cl: -0.2784 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [23:56:35.460507] Epoch: [132] [ 700/2904] eta: 0:28:21 lr: 0.002314 loss: 0.1913 (0.1983) loss_rec_all: 0.2176 (0.2241) loss_rec_sfr: 0.2673 (0.2914) loss_cl: -0.2789 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [23:56:50.385528] Epoch: [132] [ 720/2904] eta: 0:28:04 lr: 0.002314 loss: 0.1897 (0.1983) loss_rec_all: 0.2155 (0.2241) loss_rec_sfr: 0.2726 (0.2911) loss_cl: -0.2786 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [23:57:05.313004] Epoch: [132] [ 740/2904] eta: 0:27:47 lr: 0.002314 loss: 0.1869 (0.1980) loss_rec_all: 0.2129 (0.2239) loss_rec_sfr: 0.2726 (0.2906) loss_cl: -0.2790 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [23:57:20.251093] Epoch: [132] [ 760/2904] eta: 0:27:30 lr: 0.002314 loss: 0.1884 (0.1979) loss_rec_all: 0.2148 (0.2238) loss_rec_sfr: 0.2447 (0.2902) loss_cl: -0.2796 (-0.2788) time: 0.7469 data: 0.0002 max mem: 29860 [23:57:35.178079] Epoch: [132] [ 780/2904] eta: 0:27:14 lr: 0.002314 loss: 0.1994 (0.1984) loss_rec_all: 0.2255 (0.2242) loss_rec_sfr: 0.2850 (0.2915) loss_cl: -0.2795 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [23:57:50.097748] Epoch: [132] [ 800/2904] eta: 0:26:57 lr: 0.002314 loss: 0.1873 (0.1982) loss_rec_all: 0.2133 (0.2241) loss_rec_sfr: 0.2737 (0.2912) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [23:58:05.012533] Epoch: [132] [ 820/2904] eta: 0:26:41 lr: 0.002314 loss: 0.1879 (0.1984) loss_rec_all: 0.2137 (0.2242) loss_rec_sfr: 0.2711 (0.2916) loss_cl: -0.2778 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [23:58:19.934888] Epoch: [132] [ 840/2904] eta: 0:26:24 lr: 0.002314 loss: 0.1901 (0.1984) loss_rec_all: 0.2166 (0.2243) loss_rec_sfr: 0.2638 (0.2917) loss_cl: -0.2782 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [23:58:34.858822] Epoch: [132] [ 860/2904] eta: 0:26:08 lr: 0.002314 loss: 0.1877 (0.1983) loss_rec_all: 0.2140 (0.2242) loss_rec_sfr: 0.2686 (0.2914) loss_cl: -0.2782 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [23:58:49.786769] Epoch: [132] [ 880/2904] eta: 0:25:51 lr: 0.002314 loss: 0.1898 (0.1984) loss_rec_all: 0.2157 (0.2242) loss_rec_sfr: 0.2772 (0.2916) loss_cl: -0.2793 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [23:59:04.718259] Epoch: [132] [ 900/2904] eta: 0:25:35 lr: 0.002314 loss: 0.1891 (0.1984) loss_rec_all: 0.2156 (0.2242) loss_rec_sfr: 0.2664 (0.2912) loss_cl: -0.2793 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [23:59:19.653908] Epoch: [132] [ 920/2904] eta: 0:25:19 lr: 0.002314 loss: 0.1887 (0.1984) loss_rec_all: 0.2147 (0.2242) loss_rec_sfr: 0.2715 (0.2913) loss_cl: -0.2795 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [23:59:34.580054] Epoch: [132] [ 940/2904] eta: 0:25:03 lr: 0.002314 loss: 0.1884 (0.1984) loss_rec_all: 0.2141 (0.2242) loss_rec_sfr: 0.2814 (0.2915) loss_cl: -0.2783 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [23:59:49.502714] Epoch: [132] [ 960/2904] eta: 0:24:47 lr: 0.002314 loss: 0.1890 (0.1985) loss_rec_all: 0.2151 (0.2243) loss_rec_sfr: 0.2637 (0.2918) loss_cl: -0.2785 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [00:00:04.429743] Epoch: [132] [ 980/2904] eta: 0:24:31 lr: 0.002314 loss: 0.1892 (0.1983) loss_rec_all: 0.2154 (0.2242) loss_rec_sfr: 0.2773 (0.2914) loss_cl: -0.2787 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [00:00:19.350452] Epoch: [132] [1000/2904] eta: 0:24:15 lr: 0.002314 loss: 0.1889 (0.1984) loss_rec_all: 0.2150 (0.2242) loss_rec_sfr: 0.2732 (0.2916) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [00:00:34.279465] Epoch: [132] [1020/2904] eta: 0:23:59 lr: 0.002314 loss: 0.1925 (0.1984) loss_rec_all: 0.2183 (0.2243) loss_rec_sfr: 0.2684 (0.2916) loss_cl: -0.2791 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [00:00:49.199268] Epoch: [132] [1040/2904] eta: 0:23:43 lr: 0.002314 loss: 0.1898 (0.1986) loss_rec_all: 0.2155 (0.2244) loss_rec_sfr: 0.2861 (0.2923) loss_cl: -0.2783 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [00:01:04.121619] Epoch: [132] [1060/2904] eta: 0:23:27 lr: 0.002314 loss: 0.1880 (0.1984) loss_rec_all: 0.2138 (0.2242) loss_rec_sfr: 0.2463 (0.2915) loss_cl: -0.2785 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [00:01:19.042403] Epoch: [132] [1080/2904] eta: 0:23:11 lr: 0.002314 loss: 0.1848 (0.1984) loss_rec_all: 0.2112 (0.2243) loss_rec_sfr: 0.2661 (0.2916) loss_cl: -0.2784 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [00:01:33.960319] Epoch: [132] [1100/2904] eta: 0:22:55 lr: 0.002314 loss: 0.1922 (0.1985) loss_rec_all: 0.2184 (0.2243) loss_rec_sfr: 0.2806 (0.2918) loss_cl: -0.2795 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [00:01:48.881656] Epoch: [132] [1120/2904] eta: 0:22:40 lr: 0.002314 loss: 0.1855 (0.1984) loss_rec_all: 0.2119 (0.2243) loss_rec_sfr: 0.2768 (0.2916) loss_cl: -0.2791 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [00:02:03.805935] Epoch: [132] [1140/2904] eta: 0:22:24 lr: 0.002314 loss: 0.1877 (0.1984) loss_rec_all: 0.2138 (0.2242) loss_rec_sfr: 0.2776 (0.2916) loss_cl: -0.2787 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [00:02:18.732629] Epoch: [132] [1160/2904] eta: 0:22:08 lr: 0.002314 loss: 0.1850 (0.1983) loss_rec_all: 0.2109 (0.2242) loss_rec_sfr: 0.2737 (0.2915) loss_cl: -0.2784 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [00:02:33.648936] Epoch: [132] [1180/2904] eta: 0:21:52 lr: 0.002314 loss: 0.1890 (0.1984) loss_rec_all: 0.2150 (0.2242) loss_rec_sfr: 0.2664 (0.2916) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [00:02:48.575083] Epoch: [132] [1200/2904] eta: 0:21:37 lr: 0.002314 loss: 0.1897 (0.1984) loss_rec_all: 0.2154 (0.2242) loss_rec_sfr: 0.2808 (0.2917) loss_cl: -0.2784 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [00:03:03.488105] Epoch: [132] [1220/2904] eta: 0:21:21 lr: 0.002313 loss: 0.1887 (0.1985) loss_rec_all: 0.2148 (0.2243) loss_rec_sfr: 0.2735 (0.2921) loss_cl: -0.2784 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [00:03:18.404499] Epoch: [132] [1240/2904] eta: 0:21:05 lr: 0.002313 loss: 0.1915 (0.1986) loss_rec_all: 0.2171 (0.2244) loss_rec_sfr: 0.2831 (0.2923) loss_cl: -0.2781 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [00:03:33.325689] Epoch: [132] [1260/2904] eta: 0:20:50 lr: 0.002313 loss: 0.1881 (0.1984) loss_rec_all: 0.2139 (0.2242) loss_rec_sfr: 0.2819 (0.2921) loss_cl: -0.2787 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [00:03:48.245678] Epoch: [132] [1280/2904] eta: 0:20:34 lr: 0.002313 loss: 0.1921 (0.1984) loss_rec_all: 0.2183 (0.2242) loss_rec_sfr: 0.2714 (0.2921) loss_cl: -0.2793 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [00:04:03.164879] Epoch: [132] [1300/2904] eta: 0:20:19 lr: 0.002313 loss: 0.1908 (0.1984) loss_rec_all: 0.2166 (0.2242) loss_rec_sfr: 0.2730 (0.2920) loss_cl: -0.2799 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [00:04:18.090274] Epoch: [132] [1320/2904] eta: 0:20:03 lr: 0.002313 loss: 0.1887 (0.1983) loss_rec_all: 0.2148 (0.2242) loss_rec_sfr: 0.2638 (0.2919) loss_cl: -0.2793 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [00:04:33.020133] Epoch: [132] [1340/2904] eta: 0:19:48 lr: 0.002313 loss: 0.1856 (0.1983) loss_rec_all: 0.2114 (0.2241) loss_rec_sfr: 0.2860 (0.2920) loss_cl: -0.2785 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [00:04:47.966484] Epoch: [132] [1360/2904] eta: 0:19:32 lr: 0.002313 loss: 0.1952 (0.1984) loss_rec_all: 0.2214 (0.2243) loss_rec_sfr: 0.2717 (0.2923) loss_cl: -0.2784 (-0.2788) time: 0.7473 data: 0.0002 max mem: 29860 [00:05:02.888385] Epoch: [132] [1380/2904] eta: 0:19:17 lr: 0.002313 loss: 0.1878 (0.1984) loss_rec_all: 0.2141 (0.2242) loss_rec_sfr: 0.2870 (0.2923) loss_cl: -0.2795 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [00:05:17.818310] Epoch: [132] [1400/2904] eta: 0:19:01 lr: 0.002313 loss: 0.1873 (0.1984) loss_rec_all: 0.2132 (0.2243) loss_rec_sfr: 0.2786 (0.2926) loss_cl: -0.2795 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [00:05:32.741476] Epoch: [132] [1420/2904] eta: 0:18:46 lr: 0.002313 loss: 0.1931 (0.1985) loss_rec_all: 0.2193 (0.2243) loss_rec_sfr: 0.2871 (0.2929) loss_cl: -0.2790 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [00:05:47.669394] Epoch: [132] [1440/2904] eta: 0:18:30 lr: 0.002313 loss: 0.1920 (0.1986) loss_rec_all: 0.2177 (0.2244) loss_rec_sfr: 0.2847 (0.2932) loss_cl: -0.2788 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [00:06:02.598964] Epoch: [132] [1460/2904] eta: 0:18:15 lr: 0.002313 loss: 0.1913 (0.1985) loss_rec_all: 0.2175 (0.2244) loss_rec_sfr: 0.2866 (0.2931) loss_cl: -0.2786 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [00:06:17.524577] Epoch: [132] [1480/2904] eta: 0:18:00 lr: 0.002313 loss: 0.1888 (0.1987) loss_rec_all: 0.2147 (0.2245) loss_rec_sfr: 0.2645 (0.2935) loss_cl: -0.2788 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [00:06:32.460431] Epoch: [132] [1500/2904] eta: 0:17:44 lr: 0.002313 loss: 0.1877 (0.1987) loss_rec_all: 0.2140 (0.2246) loss_rec_sfr: 0.2880 (0.2938) loss_cl: -0.2787 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [00:06:47.396418] Epoch: [132] [1520/2904] eta: 0:17:29 lr: 0.002313 loss: 0.1899 (0.1988) loss_rec_all: 0.2160 (0.2246) loss_rec_sfr: 0.2825 (0.2939) loss_cl: -0.2796 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [00:07:02.375646] Epoch: [132] [1540/2904] eta: 0:17:13 lr: 0.002313 loss: 0.1896 (0.1987) loss_rec_all: 0.2153 (0.2246) loss_rec_sfr: 0.2864 (0.2939) loss_cl: -0.2773 (-0.2788) time: 0.7489 data: 0.0002 max mem: 29860 [00:07:17.363636] Epoch: [132] [1560/2904] eta: 0:16:58 lr: 0.002313 loss: 0.1949 (0.1989) loss_rec_all: 0.2208 (0.2247) loss_rec_sfr: 0.2820 (0.2943) loss_cl: -0.2792 (-0.2788) time: 0.7494 data: 0.0002 max mem: 29860 [00:07:32.366172] Epoch: [132] [1580/2904] eta: 0:16:43 lr: 0.002313 loss: 0.1940 (0.1989) loss_rec_all: 0.2199 (0.2247) loss_rec_sfr: 0.2836 (0.2944) loss_cl: -0.2773 (-0.2787) time: 0.7501 data: 0.0002 max mem: 29860 [00:07:47.337440] Epoch: [132] [1600/2904] eta: 0:16:28 lr: 0.002313 loss: 0.1940 (0.1990) loss_rec_all: 0.2198 (0.2248) loss_rec_sfr: 0.2746 (0.2946) loss_cl: -0.2782 (-0.2787) time: 0.7485 data: 0.0002 max mem: 29860 [00:08:02.313815] Epoch: [132] [1620/2904] eta: 0:16:12 lr: 0.002313 loss: 0.1881 (0.1990) loss_rec_all: 0.2141 (0.2248) loss_rec_sfr: 0.2782 (0.2947) loss_cl: -0.2784 (-0.2787) time: 0.7488 data: 0.0002 max mem: 29860 [00:08:17.306069] Epoch: [132] [1640/2904] eta: 0:15:57 lr: 0.002313 loss: 0.1923 (0.1990) loss_rec_all: 0.2184 (0.2248) loss_rec_sfr: 0.2656 (0.2946) loss_cl: -0.2783 (-0.2787) time: 0.7496 data: 0.0002 max mem: 29860 [00:08:32.290398] Epoch: [132] [1660/2904] eta: 0:15:42 lr: 0.002313 loss: 0.1886 (0.1989) loss_rec_all: 0.2143 (0.2247) loss_rec_sfr: 0.2750 (0.2944) loss_cl: -0.2785 (-0.2787) time: 0.7492 data: 0.0002 max mem: 29860 [00:08:47.280655] Epoch: [132] [1680/2904] eta: 0:15:26 lr: 0.002313 loss: 0.1898 (0.1989) loss_rec_all: 0.2161 (0.2248) loss_rec_sfr: 0.2720 (0.2945) loss_cl: -0.2799 (-0.2787) time: 0.7495 data: 0.0002 max mem: 29860 [00:09:02.298340] Epoch: [132] [1700/2904] eta: 0:15:11 lr: 0.002313 loss: 0.1903 (0.1989) loss_rec_all: 0.2160 (0.2247) loss_rec_sfr: 0.2815 (0.2944) loss_cl: -0.2797 (-0.2788) time: 0.7508 data: 0.0002 max mem: 29860 [00:09:17.294243] Epoch: [132] [1720/2904] eta: 0:14:56 lr: 0.002313 loss: 0.1966 (0.1989) loss_rec_all: 0.2225 (0.2248) loss_rec_sfr: 0.2750 (0.2945) loss_cl: -0.2794 (-0.2788) time: 0.7498 data: 0.0002 max mem: 29860 [00:09:32.283587] Epoch: [132] [1740/2904] eta: 0:14:41 lr: 0.002313 loss: 0.1907 (0.1989) loss_rec_all: 0.2166 (0.2247) loss_rec_sfr: 0.2697 (0.2945) loss_cl: -0.2781 (-0.2788) time: 0.7494 data: 0.0002 max mem: 29860 [00:09:47.270357] Epoch: [132] [1760/2904] eta: 0:14:25 lr: 0.002313 loss: 0.1868 (0.1989) loss_rec_all: 0.2126 (0.2247) loss_rec_sfr: 0.2572 (0.2943) loss_cl: -0.2785 (-0.2788) time: 0.7493 data: 0.0002 max mem: 29860 [00:10:02.264320] Epoch: [132] [1780/2904] eta: 0:14:10 lr: 0.002313 loss: 0.1882 (0.1989) loss_rec_all: 0.2141 (0.2247) loss_rec_sfr: 0.2849 (0.2945) loss_cl: -0.2774 (-0.2787) time: 0.7497 data: 0.0002 max mem: 29860 [00:10:17.241256] Epoch: [132] [1800/2904] eta: 0:13:55 lr: 0.002313 loss: 0.1894 (0.1990) loss_rec_all: 0.2153 (0.2248) loss_rec_sfr: 0.2833 (0.2948) loss_cl: -0.2787 (-0.2787) time: 0.7488 data: 0.0002 max mem: 29860 [00:10:32.231007] Epoch: [132] [1820/2904] eta: 0:13:40 lr: 0.002313 loss: 0.1866 (0.1988) loss_rec_all: 0.2128 (0.2247) loss_rec_sfr: 0.2370 (0.2943) loss_cl: -0.2796 (-0.2787) time: 0.7494 data: 0.0002 max mem: 29860 [00:10:47.177934] Epoch: [132] [1840/2904] eta: 0:13:25 lr: 0.002313 loss: 0.1885 (0.1988) loss_rec_all: 0.2143 (0.2246) loss_rec_sfr: 0.2806 (0.2943) loss_cl: -0.2795 (-0.2788) time: 0.7473 data: 0.0002 max mem: 29860 [00:11:02.113857] Epoch: [132] [1860/2904] eta: 0:13:09 lr: 0.002313 loss: 0.1864 (0.1989) loss_rec_all: 0.2125 (0.2247) loss_rec_sfr: 0.2748 (0.2945) loss_cl: -0.2783 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [00:11:17.054661] Epoch: [132] [1880/2904] eta: 0:12:54 lr: 0.002313 loss: 0.1892 (0.1988) loss_rec_all: 0.2149 (0.2246) loss_rec_sfr: 0.2707 (0.2944) loss_cl: -0.2786 (-0.2787) time: 0.7470 data: 0.0002 max mem: 29860 [00:11:31.985192] Epoch: [132] [1900/2904] eta: 0:12:39 lr: 0.002313 loss: 0.1890 (0.1988) loss_rec_all: 0.2151 (0.2246) loss_rec_sfr: 0.2760 (0.2942) loss_cl: -0.2791 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [00:11:46.915937] Epoch: [132] [1920/2904] eta: 0:12:24 lr: 0.002313 loss: 0.1930 (0.1988) loss_rec_all: 0.2189 (0.2246) loss_rec_sfr: 0.2816 (0.2943) loss_cl: -0.2792 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [00:12:01.834541] Epoch: [132] [1940/2904] eta: 0:12:08 lr: 0.002313 loss: 0.1889 (0.1987) loss_rec_all: 0.2148 (0.2245) loss_rec_sfr: 0.2807 (0.2941) loss_cl: -0.2780 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [00:12:16.753620] Epoch: [132] [1960/2904] eta: 0:11:53 lr: 0.002313 loss: 0.1900 (0.1987) loss_rec_all: 0.2161 (0.2245) loss_rec_sfr: 0.2843 (0.2942) loss_cl: -0.2781 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [00:12:31.665213] Epoch: [132] [1980/2904] eta: 0:11:38 lr: 0.002313 loss: 0.1875 (0.1987) loss_rec_all: 0.2134 (0.2245) loss_rec_sfr: 0.2721 (0.2941) loss_cl: -0.2785 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [00:12:46.592251] Epoch: [132] [2000/2904] eta: 0:11:23 lr: 0.002313 loss: 0.1887 (0.1987) loss_rec_all: 0.2148 (0.2245) loss_rec_sfr: 0.2877 (0.2942) loss_cl: -0.2793 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [00:13:01.511035] Epoch: [132] [2020/2904] eta: 0:11:08 lr: 0.002313 loss: 0.1872 (0.1987) loss_rec_all: 0.2136 (0.2245) loss_rec_sfr: 0.2476 (0.2941) loss_cl: -0.2792 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [00:13:16.436116] Epoch: [132] [2040/2904] eta: 0:10:52 lr: 0.002313 loss: 0.1878 (0.1987) loss_rec_all: 0.2137 (0.2245) loss_rec_sfr: 0.2770 (0.2940) loss_cl: -0.2788 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [00:13:31.358022] Epoch: [132] [2060/2904] eta: 0:10:37 lr: 0.002313 loss: 0.1869 (0.1987) loss_rec_all: 0.2131 (0.2245) loss_rec_sfr: 0.2769 (0.2941) loss_cl: -0.2785 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [00:13:46.278790] Epoch: [132] [2080/2904] eta: 0:10:22 lr: 0.002313 loss: 0.1894 (0.1987) loss_rec_all: 0.2156 (0.2245) loss_rec_sfr: 0.2723 (0.2941) loss_cl: -0.2786 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [00:14:01.197847] Epoch: [132] [2100/2904] eta: 0:10:07 lr: 0.002313 loss: 0.1905 (0.1987) loss_rec_all: 0.2163 (0.2245) loss_rec_sfr: 0.2851 (0.2942) loss_cl: -0.2785 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [00:14:16.126057] Epoch: [132] [2120/2904] eta: 0:09:52 lr: 0.002313 loss: 0.1919 (0.1987) loss_rec_all: 0.2177 (0.2245) loss_rec_sfr: 0.2725 (0.2941) loss_cl: -0.2788 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [00:14:31.049977] Epoch: [132] [2140/2904] eta: 0:09:36 lr: 0.002313 loss: 0.1854 (0.1986) loss_rec_all: 0.2114 (0.2244) loss_rec_sfr: 0.2702 (0.2940) loss_cl: -0.2795 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [00:14:45.975927] Epoch: [132] [2160/2904] eta: 0:09:21 lr: 0.002313 loss: 0.1900 (0.1986) loss_rec_all: 0.2163 (0.2244) loss_rec_sfr: 0.2678 (0.2938) loss_cl: -0.2794 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [00:15:00.901948] Epoch: [132] [2180/2904] eta: 0:09:06 lr: 0.002313 loss: 0.1927 (0.1986) loss_rec_all: 0.2184 (0.2245) loss_rec_sfr: 0.2831 (0.2940) loss_cl: -0.2792 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [00:15:15.831905] Epoch: [132] [2200/2904] eta: 0:08:51 lr: 0.002313 loss: 0.1870 (0.1986) loss_rec_all: 0.2133 (0.2244) loss_rec_sfr: 0.2675 (0.2938) loss_cl: -0.2793 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [00:15:30.756992] Epoch: [132] [2220/2904] eta: 0:08:36 lr: 0.002313 loss: 0.1873 (0.1985) loss_rec_all: 0.2137 (0.2244) loss_rec_sfr: 0.2550 (0.2937) loss_cl: -0.2795 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [00:15:45.675188] Epoch: [132] [2240/2904] eta: 0:08:21 lr: 0.002313 loss: 0.1933 (0.1987) loss_rec_all: 0.2192 (0.2245) loss_rec_sfr: 0.2879 (0.2941) loss_cl: -0.2783 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [00:16:00.597795] Epoch: [132] [2260/2904] eta: 0:08:06 lr: 0.002313 loss: 0.1890 (0.1987) loss_rec_all: 0.2152 (0.2245) loss_rec_sfr: 0.2783 (0.2941) loss_cl: -0.2784 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [00:16:15.521544] Epoch: [132] [2280/2904] eta: 0:07:50 lr: 0.002313 loss: 0.1839 (0.1986) loss_rec_all: 0.2101 (0.2244) loss_rec_sfr: 0.2470 (0.2939) loss_cl: -0.2784 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [00:16:30.448265] Epoch: [132] [2300/2904] eta: 0:07:35 lr: 0.002313 loss: 0.1898 (0.1987) loss_rec_all: 0.2154 (0.2245) loss_rec_sfr: 0.2873 (0.2941) loss_cl: -0.2778 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [00:16:45.374813] Epoch: [132] [2320/2904] eta: 0:07:20 lr: 0.002313 loss: 0.1869 (0.1987) loss_rec_all: 0.2128 (0.2245) loss_rec_sfr: 0.2763 (0.2941) loss_cl: -0.2789 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [00:17:00.304657] Epoch: [132] [2340/2904] eta: 0:07:05 lr: 0.002313 loss: 0.1848 (0.1986) loss_rec_all: 0.2104 (0.2244) loss_rec_sfr: 0.2664 (0.2939) loss_cl: -0.2788 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [00:17:15.236201] Epoch: [132] [2360/2904] eta: 0:06:50 lr: 0.002313 loss: 0.1880 (0.1985) loss_rec_all: 0.2143 (0.2243) loss_rec_sfr: 0.2873 (0.2939) loss_cl: -0.2798 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [00:17:30.165465] Epoch: [132] [2380/2904] eta: 0:06:35 lr: 0.002313 loss: 0.1905 (0.1986) loss_rec_all: 0.2164 (0.2244) loss_rec_sfr: 0.2859 (0.2941) loss_cl: -0.2791 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [00:17:45.093649] Epoch: [132] [2400/2904] eta: 0:06:20 lr: 0.002313 loss: 0.1874 (0.1985) loss_rec_all: 0.2137 (0.2243) loss_rec_sfr: 0.2356 (0.2937) loss_cl: -0.2779 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [00:18:00.007788] Epoch: [132] [2420/2904] eta: 0:06:04 lr: 0.002313 loss: 0.1876 (0.1985) loss_rec_all: 0.2138 (0.2243) loss_rec_sfr: 0.2740 (0.2937) loss_cl: -0.2779 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [00:18:14.920788] Epoch: [132] [2440/2904] eta: 0:05:49 lr: 0.002313 loss: 0.1883 (0.1985) loss_rec_all: 0.2141 (0.2243) loss_rec_sfr: 0.2788 (0.2937) loss_cl: -0.2794 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [00:18:29.839072] Epoch: [132] [2460/2904] eta: 0:05:34 lr: 0.002313 loss: 0.1912 (0.1985) loss_rec_all: 0.2170 (0.2243) loss_rec_sfr: 0.2733 (0.2937) loss_cl: -0.2791 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [00:18:44.759617] Epoch: [132] [2480/2904] eta: 0:05:19 lr: 0.002313 loss: 0.1881 (0.1985) loss_rec_all: 0.2139 (0.2244) loss_rec_sfr: 0.2779 (0.2938) loss_cl: -0.2790 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [00:18:59.689789] Epoch: [132] [2500/2904] eta: 0:05:04 lr: 0.002313 loss: 0.1925 (0.1987) loss_rec_all: 0.2186 (0.2245) loss_rec_sfr: 0.2948 (0.2944) loss_cl: -0.2785 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [00:19:14.634737] Epoch: [132] [2520/2904] eta: 0:04:49 lr: 0.002313 loss: 0.1907 (0.1987) loss_rec_all: 0.2167 (0.2245) loss_rec_sfr: 0.2781 (0.2944) loss_cl: -0.2787 (-0.2787) time: 0.7472 data: 0.0002 max mem: 29860 [00:19:29.572158] Epoch: [132] [2540/2904] eta: 0:04:34 lr: 0.002313 loss: 0.1877 (0.1987) loss_rec_all: 0.2135 (0.2245) loss_rec_sfr: 0.2778 (0.2943) loss_cl: -0.2786 (-0.2787) time: 0.7468 data: 0.0002 max mem: 29860 [00:19:44.486910] Epoch: [132] [2560/2904] eta: 0:04:19 lr: 0.002313 loss: 0.1904 (0.1987) loss_rec_all: 0.2163 (0.2245) loss_rec_sfr: 0.2758 (0.2942) loss_cl: -0.2791 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [00:19:59.412867] Epoch: [132] [2580/2904] eta: 0:04:04 lr: 0.002313 loss: 0.1907 (0.1986) loss_rec_all: 0.2165 (0.2245) loss_rec_sfr: 0.2668 (0.2941) loss_cl: -0.2800 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [00:20:14.331730] Epoch: [132] [2600/2904] eta: 0:03:49 lr: 0.002313 loss: 0.1925 (0.1987) loss_rec_all: 0.2185 (0.2245) loss_rec_sfr: 0.2812 (0.2945) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [00:20:29.259185] Epoch: [132] [2620/2904] eta: 0:03:33 lr: 0.002313 loss: 0.1892 (0.1987) loss_rec_all: 0.2157 (0.2246) loss_rec_sfr: 0.2858 (0.2945) loss_cl: -0.2789 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [00:20:44.174377] Epoch: [132] [2640/2904] eta: 0:03:18 lr: 0.002313 loss: 0.1935 (0.1987) loss_rec_all: 0.2195 (0.2246) loss_rec_sfr: 0.2706 (0.2944) loss_cl: -0.2781 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [00:20:59.091708] Epoch: [132] [2660/2904] eta: 0:03:03 lr: 0.002313 loss: 0.1923 (0.1988) loss_rec_all: 0.2182 (0.2246) loss_rec_sfr: 0.2669 (0.2944) loss_cl: -0.2777 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [00:21:14.009484] Epoch: [132] [2680/2904] eta: 0:02:48 lr: 0.002313 loss: 0.1907 (0.1988) loss_rec_all: 0.2165 (0.2246) loss_rec_sfr: 0.2730 (0.2945) loss_cl: -0.2793 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [00:21:28.922229] Epoch: [132] [2700/2904] eta: 0:02:33 lr: 0.002313 loss: 0.1886 (0.1988) loss_rec_all: 0.2145 (0.2246) loss_rec_sfr: 0.2876 (0.2946) loss_cl: -0.2795 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [00:21:43.839414] Epoch: [132] [2720/2904] eta: 0:02:18 lr: 0.002313 loss: 0.1917 (0.1989) loss_rec_all: 0.2177 (0.2247) loss_rec_sfr: 0.2686 (0.2947) loss_cl: -0.2786 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [00:21:58.751231] Epoch: [132] [2740/2904] eta: 0:02:03 lr: 0.002313 loss: 0.1919 (0.1989) loss_rec_all: 0.2175 (0.2247) loss_rec_sfr: 0.2818 (0.2947) loss_cl: -0.2786 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [00:22:13.670836] Epoch: [132] [2760/2904] eta: 0:01:48 lr: 0.002313 loss: 0.1848 (0.1989) loss_rec_all: 0.2106 (0.2247) loss_rec_sfr: 0.2722 (0.2947) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [00:22:28.580703] Epoch: [132] [2780/2904] eta: 0:01:33 lr: 0.002312 loss: 0.1881 (0.1988) loss_rec_all: 0.2138 (0.2247) loss_rec_sfr: 0.2647 (0.2946) loss_cl: -0.2785 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [00:22:43.518626] Epoch: [132] [2800/2904] eta: 0:01:18 lr: 0.002312 loss: 0.1923 (0.1989) loss_rec_all: 0.2181 (0.2247) loss_rec_sfr: 0.2868 (0.2946) loss_cl: -0.2785 (-0.2787) time: 0.7469 data: 0.0002 max mem: 29860 [00:22:58.443694] Epoch: [132] [2820/2904] eta: 0:01:03 lr: 0.002312 loss: 0.1884 (0.1989) loss_rec_all: 0.2145 (0.2247) loss_rec_sfr: 0.2747 (0.2946) loss_cl: -0.2799 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [00:23:13.445089] Epoch: [132] [2840/2904] eta: 0:00:48 lr: 0.002312 loss: 0.1874 (0.1988) loss_rec_all: 0.2135 (0.2246) loss_rec_sfr: 0.2674 (0.2945) loss_cl: -0.2790 (-0.2788) time: 0.7500 data: 0.0023 max mem: 29860 [00:23:28.343067] Epoch: [132] [2860/2904] eta: 0:00:33 lr: 0.002312 loss: 0.1923 (0.1988) loss_rec_all: 0.2181 (0.2246) loss_rec_sfr: 0.2857 (0.2945) loss_cl: -0.2780 (-0.2788) time: 0.7449 data: 0.0001 max mem: 29860 [00:23:43.240845] Epoch: [132] [2880/2904] eta: 0:00:18 lr: 0.002312 loss: 0.1897 (0.1988) loss_rec_all: 0.2151 (0.2246) loss_rec_sfr: 0.2759 (0.2945) loss_cl: -0.2780 (-0.2787) time: 0.7448 data: 0.0001 max mem: 29860 [00:23:58.139170] Epoch: [132] [2900/2904] eta: 0:00:03 lr: 0.002312 loss: 0.1889 (0.1988) loss_rec_all: 0.2148 (0.2246) loss_rec_sfr: 0.2756 (0.2945) loss_cl: -0.2795 (-0.2788) time: 0.7449 data: 0.0001 max mem: 29860 [00:24:00.380161] Epoch: [132] [2903/2904] eta: 0:00:00 lr: 0.002312 loss: 0.1873 (0.1988) loss_rec_all: 0.2132 (0.2246) loss_rec_sfr: 0.2751 (0.2945) loss_cl: -0.2795 (-0.2788) time: 0.7448 data: 0.0001 max mem: 29860 [00:24:02.511452] Epoch: [132] Total time: 0:36:28 (0.7535 s / it) [00:24:02.537842] Averaged stats: lr: 0.002312 loss: 0.1873 (0.2017) loss_rec_all: 0.2132 (0.2251) loss_rec_sfr: 0.2751 (0.2966) loss_cl: -0.2795 (-0.2555) [00:24:02.542755] log_dir: ./checkpoint/VF2_ViT-B [00:24:20.648863] Epoch: [133] [ 0/2904] eta: 14:36:17 lr: 0.002312 loss: 0.1915 (0.1915) loss_rec_all: 0.2173 (0.2173) loss_rec_sfr: 0.3014 (0.3014) loss_cl: -0.2788 (-0.2788) time: 18.1051 data: 9.4017 max mem: 29860 [00:24:37.365363] Epoch: [133] [ 20/2904] eta: 1:19:42 lr: 0.002312 loss: 0.1855 (0.1936) loss_rec_all: 0.2117 (0.2196) loss_rec_sfr: 0.2739 (0.2832) loss_cl: -0.2795 (-0.2793) time: 0.8358 data: 0.0925 max mem: 29860 [00:24:52.235712] Epoch: [133] [ 40/2904] eta: 0:57:51 lr: 0.002312 loss: 0.1893 (0.1955) loss_rec_all: 0.2149 (0.2213) loss_rec_sfr: 0.2853 (0.2910) loss_cl: -0.2781 (-0.2788) time: 0.7435 data: 0.0002 max mem: 29860 [00:25:07.122897] Epoch: [133] [ 60/2904] eta: 0:50:10 lr: 0.002312 loss: 0.1903 (0.1976) loss_rec_all: 0.2159 (0.2233) loss_rec_sfr: 0.2879 (0.2981) loss_cl: -0.2785 (-0.2787) time: 0.7443 data: 0.0002 max mem: 29860 [00:25:22.016053] Epoch: [133] [ 80/2904] eta: 0:46:10 lr: 0.002312 loss: 0.1882 (0.1987) loss_rec_all: 0.2142 (0.2244) loss_rec_sfr: 0.2828 (0.3006) loss_cl: -0.2788 (-0.2787) time: 0.7446 data: 0.0002 max mem: 29860 [00:25:36.918548] Epoch: [133] [ 100/2904] eta: 0:43:39 lr: 0.002312 loss: 0.1935 (0.1989) loss_rec_all: 0.2197 (0.2247) loss_rec_sfr: 0.2753 (0.3005) loss_cl: -0.2793 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [00:25:51.820728] Epoch: [133] [ 120/2904] eta: 0:41:54 lr: 0.002312 loss: 0.1942 (0.1993) loss_rec_all: 0.2201 (0.2251) loss_rec_sfr: 0.2709 (0.3007) loss_cl: -0.2791 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [00:26:06.735059] Epoch: [133] [ 140/2904] eta: 0:40:34 lr: 0.002312 loss: 0.1916 (0.2005) loss_rec_all: 0.2174 (0.2262) loss_rec_sfr: 0.2856 (0.3038) loss_cl: -0.2784 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [00:26:21.659982] Epoch: [133] [ 160/2904] eta: 0:39:30 lr: 0.002312 loss: 0.1933 (0.2014) loss_rec_all: 0.2192 (0.2271) loss_rec_sfr: 0.2879 (0.3065) loss_cl: -0.2791 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [00:26:36.607053] Epoch: [133] [ 180/2904] eta: 0:38:38 lr: 0.002312 loss: 0.1866 (0.2006) loss_rec_all: 0.2125 (0.2264) loss_rec_sfr: 0.2491 (0.3032) loss_cl: -0.2789 (-0.2788) time: 0.7473 data: 0.0002 max mem: 29860 [00:26:51.524180] Epoch: [133] [ 200/2904] eta: 0:37:53 lr: 0.002312 loss: 0.1834 (0.1998) loss_rec_all: 0.2098 (0.2256) loss_rec_sfr: 0.2527 (0.3006) loss_cl: -0.2792 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [00:27:06.608602] Epoch: [133] [ 220/2904] eta: 0:37:15 lr: 0.002312 loss: 0.1865 (0.1990) loss_rec_all: 0.2127 (0.2248) loss_rec_sfr: 0.2778 (0.2982) loss_cl: -0.2790 (-0.2789) time: 0.7542 data: 0.0002 max mem: 29860 [00:27:21.519627] Epoch: [133] [ 240/2904] eta: 0:36:39 lr: 0.002312 loss: 0.1985 (0.1998) loss_rec_all: 0.2245 (0.2256) loss_rec_sfr: 0.2780 (0.3005) loss_cl: -0.2790 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [00:27:36.471713] Epoch: [133] [ 260/2904] eta: 0:36:07 lr: 0.002312 loss: 0.1864 (0.2001) loss_rec_all: 0.2122 (0.2259) loss_rec_sfr: 0.2872 (0.3021) loss_cl: -0.2793 (-0.2789) time: 0.7476 data: 0.0002 max mem: 29860 [00:27:51.384241] Epoch: [133] [ 280/2904] eta: 0:35:36 lr: 0.002312 loss: 0.1891 (0.2000) loss_rec_all: 0.2152 (0.2258) loss_rec_sfr: 0.2801 (0.3018) loss_cl: -0.2783 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [00:28:06.296637] Epoch: [133] [ 300/2904] eta: 0:35:08 lr: 0.002312 loss: 0.1889 (0.2001) loss_rec_all: 0.2147 (0.2259) loss_rec_sfr: 0.2739 (0.3017) loss_cl: -0.2779 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [00:28:21.203800] Epoch: [133] [ 320/2904] eta: 0:34:42 lr: 0.002312 loss: 0.1891 (0.2003) loss_rec_all: 0.2155 (0.2261) loss_rec_sfr: 0.2832 (0.3024) loss_cl: -0.2792 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [00:28:36.129033] Epoch: [133] [ 340/2904] eta: 0:34:16 lr: 0.002312 loss: 0.1891 (0.2002) loss_rec_all: 0.2150 (0.2260) loss_rec_sfr: 0.2764 (0.3020) loss_cl: -0.2795 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [00:28:51.041615] Epoch: [133] [ 360/2904] eta: 0:33:52 lr: 0.002312 loss: 0.1877 (0.2002) loss_rec_all: 0.2139 (0.2260) loss_rec_sfr: 0.2785 (0.3018) loss_cl: -0.2792 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [00:29:05.956780] Epoch: [133] [ 380/2904] eta: 0:33:29 lr: 0.002312 loss: 0.1889 (0.2000) loss_rec_all: 0.2153 (0.2258) loss_rec_sfr: 0.2875 (0.3013) loss_cl: -0.2784 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [00:29:20.873669] Epoch: [133] [ 400/2904] eta: 0:33:07 lr: 0.002312 loss: 0.1895 (0.1998) loss_rec_all: 0.2154 (0.2255) loss_rec_sfr: 0.2744 (0.3005) loss_cl: -0.2781 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [00:29:35.787462] Epoch: [133] [ 420/2904] eta: 0:32:46 lr: 0.002312 loss: 0.1884 (0.1998) loss_rec_all: 0.2144 (0.2256) loss_rec_sfr: 0.2736 (0.3004) loss_cl: -0.2782 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [00:29:50.698016] Epoch: [133] [ 440/2904] eta: 0:32:25 lr: 0.002312 loss: 0.1898 (0.1995) loss_rec_all: 0.2157 (0.2253) loss_rec_sfr: 0.2692 (0.2994) loss_cl: -0.2796 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [00:30:05.606554] Epoch: [133] [ 460/2904] eta: 0:32:04 lr: 0.002312 loss: 0.1875 (0.1994) loss_rec_all: 0.2137 (0.2252) loss_rec_sfr: 0.2715 (0.2989) loss_cl: -0.2789 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [00:30:20.513177] Epoch: [133] [ 480/2904] eta: 0:31:44 lr: 0.002312 loss: 0.1904 (0.1991) loss_rec_all: 0.2165 (0.2249) loss_rec_sfr: 0.2742 (0.2979) loss_cl: -0.2793 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [00:30:35.422996] Epoch: [133] [ 500/2904] eta: 0:31:25 lr: 0.002312 loss: 0.1947 (0.1996) loss_rec_all: 0.2204 (0.2254) loss_rec_sfr: 0.2902 (0.2998) loss_cl: -0.2783 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [00:30:50.329998] Epoch: [133] [ 520/2904] eta: 0:31:05 lr: 0.002312 loss: 0.1863 (0.1996) loss_rec_all: 0.2122 (0.2254) loss_rec_sfr: 0.2503 (0.2994) loss_cl: -0.2790 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [00:31:05.236895] Epoch: [133] [ 540/2904] eta: 0:30:46 lr: 0.002312 loss: 0.1890 (0.1995) loss_rec_all: 0.2152 (0.2253) loss_rec_sfr: 0.2735 (0.2987) loss_cl: -0.2784 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [00:31:20.147641] Epoch: [133] [ 560/2904] eta: 0:30:28 lr: 0.002312 loss: 0.1917 (0.1997) loss_rec_all: 0.2177 (0.2255) loss_rec_sfr: 0.2885 (0.2996) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [00:31:35.068988] Epoch: [133] [ 580/2904] eta: 0:30:10 lr: 0.002312 loss: 0.1849 (0.1994) loss_rec_all: 0.2112 (0.2252) loss_rec_sfr: 0.2680 (0.2986) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [00:31:50.001420] Epoch: [133] [ 600/2904] eta: 0:29:51 lr: 0.002312 loss: 0.1914 (0.1995) loss_rec_all: 0.2173 (0.2253) loss_rec_sfr: 0.2797 (0.2989) loss_cl: -0.2795 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [00:32:04.918511] Epoch: [133] [ 620/2904] eta: 0:29:34 lr: 0.002312 loss: 0.1887 (0.1993) loss_rec_all: 0.2146 (0.2251) loss_rec_sfr: 0.2756 (0.2981) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [00:32:19.833164] Epoch: [133] [ 640/2904] eta: 0:29:16 lr: 0.002312 loss: 0.1857 (0.1993) loss_rec_all: 0.2119 (0.2251) loss_rec_sfr: 0.2782 (0.2981) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [00:32:34.745222] Epoch: [133] [ 660/2904] eta: 0:28:58 lr: 0.002312 loss: 0.1891 (0.1993) loss_rec_all: 0.2152 (0.2251) loss_rec_sfr: 0.2694 (0.2978) loss_cl: -0.2782 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [00:32:49.653513] Epoch: [133] [ 680/2904] eta: 0:28:41 lr: 0.002312 loss: 0.1927 (0.1992) loss_rec_all: 0.2186 (0.2250) loss_rec_sfr: 0.2790 (0.2976) loss_cl: -0.2788 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [00:33:04.564831] Epoch: [133] [ 700/2904] eta: 0:28:24 lr: 0.002312 loss: 0.1873 (0.1994) loss_rec_all: 0.2136 (0.2252) loss_rec_sfr: 0.2909 (0.2981) loss_cl: -0.2792 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [00:33:19.471884] Epoch: [133] [ 720/2904] eta: 0:28:06 lr: 0.002312 loss: 0.1964 (0.1997) loss_rec_all: 0.2222 (0.2255) loss_rec_sfr: 0.2827 (0.2990) loss_cl: -0.2789 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [00:33:34.378137] Epoch: [133] [ 740/2904] eta: 0:27:49 lr: 0.002312 loss: 0.1948 (0.1998) loss_rec_all: 0.2209 (0.2256) loss_rec_sfr: 0.2781 (0.2994) loss_cl: -0.2791 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [00:33:49.287098] Epoch: [133] [ 760/2904] eta: 0:27:32 lr: 0.002312 loss: 0.1859 (0.1998) loss_rec_all: 0.2118 (0.2255) loss_rec_sfr: 0.2696 (0.2992) loss_cl: -0.2788 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [00:34:04.200319] Epoch: [133] [ 780/2904] eta: 0:27:16 lr: 0.002312 loss: 0.1870 (0.1997) loss_rec_all: 0.2128 (0.2254) loss_rec_sfr: 0.2765 (0.2990) loss_cl: -0.2797 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [00:34:19.114735] Epoch: [133] [ 800/2904] eta: 0:26:59 lr: 0.002312 loss: 0.1860 (0.1996) loss_rec_all: 0.2119 (0.2254) loss_rec_sfr: 0.2891 (0.2990) loss_cl: -0.2798 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [00:34:34.037706] Epoch: [133] [ 820/2904] eta: 0:26:42 lr: 0.002312 loss: 0.1877 (0.1995) loss_rec_all: 0.2138 (0.2253) loss_rec_sfr: 0.2463 (0.2987) loss_cl: -0.2786 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [00:34:48.954336] Epoch: [133] [ 840/2904] eta: 0:26:26 lr: 0.002312 loss: 0.1899 (0.1995) loss_rec_all: 0.2158 (0.2253) loss_rec_sfr: 0.2902 (0.2986) loss_cl: -0.2776 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [00:35:03.870985] Epoch: [133] [ 860/2904] eta: 0:26:09 lr: 0.002312 loss: 0.1918 (0.1996) loss_rec_all: 0.2181 (0.2254) loss_rec_sfr: 0.2823 (0.2991) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [00:35:18.778451] Epoch: [133] [ 880/2904] eta: 0:25:53 lr: 0.002312 loss: 0.1871 (0.1996) loss_rec_all: 0.2131 (0.2254) loss_rec_sfr: 0.2808 (0.2993) loss_cl: -0.2794 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [00:35:33.690423] Epoch: [133] [ 900/2904] eta: 0:25:37 lr: 0.002312 loss: 0.1849 (0.1995) loss_rec_all: 0.2111 (0.2253) loss_rec_sfr: 0.2429 (0.2986) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [00:35:48.604195] Epoch: [133] [ 920/2904] eta: 0:25:20 lr: 0.002312 loss: 0.1891 (0.1993) loss_rec_all: 0.2150 (0.2251) loss_rec_sfr: 0.2702 (0.2980) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [00:36:03.514935] Epoch: [133] [ 940/2904] eta: 0:25:04 lr: 0.002312 loss: 0.1922 (0.1997) loss_rec_all: 0.2183 (0.2255) loss_rec_sfr: 0.2847 (0.2990) loss_cl: -0.2782 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [00:36:18.423130] Epoch: [133] [ 960/2904] eta: 0:24:48 lr: 0.002312 loss: 0.1915 (0.1996) loss_rec_all: 0.2175 (0.2254) loss_rec_sfr: 0.2840 (0.2989) loss_cl: -0.2791 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [00:36:33.334917] Epoch: [133] [ 980/2904] eta: 0:24:32 lr: 0.002312 loss: 0.1868 (0.1995) loss_rec_all: 0.2131 (0.2252) loss_rec_sfr: 0.2681 (0.2983) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [00:36:48.253584] Epoch: [133] [1000/2904] eta: 0:24:16 lr: 0.002312 loss: 0.1865 (0.1994) loss_rec_all: 0.2124 (0.2252) loss_rec_sfr: 0.2717 (0.2981) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [00:37:03.166558] Epoch: [133] [1020/2904] eta: 0:24:00 lr: 0.002312 loss: 0.1873 (0.1993) loss_rec_all: 0.2138 (0.2251) loss_rec_sfr: 0.2675 (0.2977) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [00:37:18.084806] Epoch: [133] [1040/2904] eta: 0:23:44 lr: 0.002312 loss: 0.1890 (0.1992) loss_rec_all: 0.2151 (0.2250) loss_rec_sfr: 0.2801 (0.2974) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [00:37:32.998402] Epoch: [133] [1060/2904] eta: 0:23:28 lr: 0.002312 loss: 0.1923 (0.1991) loss_rec_all: 0.2185 (0.2249) loss_rec_sfr: 0.2770 (0.2972) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [00:37:47.908605] Epoch: [133] [1080/2904] eta: 0:23:12 lr: 0.002312 loss: 0.1920 (0.1992) loss_rec_all: 0.2182 (0.2250) loss_rec_sfr: 0.2686 (0.2972) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [00:38:02.821027] Epoch: [133] [1100/2904] eta: 0:22:56 lr: 0.002312 loss: 0.1929 (0.1992) loss_rec_all: 0.2186 (0.2250) loss_rec_sfr: 0.2747 (0.2972) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [00:38:17.732905] Epoch: [133] [1120/2904] eta: 0:22:40 lr: 0.002312 loss: 0.1918 (0.1994) loss_rec_all: 0.2179 (0.2252) loss_rec_sfr: 0.2798 (0.2979) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [00:38:32.645765] Epoch: [133] [1140/2904] eta: 0:22:25 lr: 0.002312 loss: 0.1860 (0.1993) loss_rec_all: 0.2121 (0.2251) loss_rec_sfr: 0.2728 (0.2976) loss_cl: -0.2780 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [00:38:47.554471] Epoch: [133] [1160/2904] eta: 0:22:09 lr: 0.002312 loss: 0.1879 (0.1992) loss_rec_all: 0.2139 (0.2250) loss_rec_sfr: 0.2774 (0.2973) loss_cl: -0.2788 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [00:39:02.465006] Epoch: [133] [1180/2904] eta: 0:21:53 lr: 0.002312 loss: 0.1910 (0.1992) loss_rec_all: 0.2169 (0.2250) loss_rec_sfr: 0.2719 (0.2973) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [00:39:17.372909] Epoch: [133] [1200/2904] eta: 0:21:37 lr: 0.002312 loss: 0.1971 (0.1995) loss_rec_all: 0.2233 (0.2253) loss_rec_sfr: 0.2858 (0.2981) loss_cl: -0.2790 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [00:39:32.288245] Epoch: [133] [1220/2904] eta: 0:21:22 lr: 0.002312 loss: 0.1883 (0.1994) loss_rec_all: 0.2140 (0.2252) loss_rec_sfr: 0.2760 (0.2979) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [00:39:47.196900] Epoch: [133] [1240/2904] eta: 0:21:06 lr: 0.002312 loss: 0.1899 (0.1994) loss_rec_all: 0.2163 (0.2252) loss_rec_sfr: 0.2701 (0.2978) loss_cl: -0.2797 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [00:40:02.107810] Epoch: [133] [1260/2904] eta: 0:20:50 lr: 0.002312 loss: 0.1954 (0.1995) loss_rec_all: 0.2215 (0.2253) loss_rec_sfr: 0.2807 (0.2980) loss_cl: -0.2794 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [00:40:17.020271] Epoch: [133] [1280/2904] eta: 0:20:35 lr: 0.002312 loss: 0.1846 (0.1994) loss_rec_all: 0.2109 (0.2252) loss_rec_sfr: 0.2780 (0.2979) loss_cl: -0.2782 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [00:40:31.936385] Epoch: [133] [1300/2904] eta: 0:20:19 lr: 0.002312 loss: 0.1900 (0.1994) loss_rec_all: 0.2157 (0.2252) loss_rec_sfr: 0.2844 (0.2980) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [00:40:46.850446] Epoch: [133] [1320/2904] eta: 0:20:04 lr: 0.002312 loss: 0.1851 (0.1993) loss_rec_all: 0.2113 (0.2251) loss_rec_sfr: 0.2450 (0.2976) loss_cl: -0.2794 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [00:41:01.756957] Epoch: [133] [1340/2904] eta: 0:19:48 lr: 0.002312 loss: 0.1896 (0.1992) loss_rec_all: 0.2159 (0.2250) loss_rec_sfr: 0.2678 (0.2974) loss_cl: -0.2793 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [00:41:16.669977] Epoch: [133] [1360/2904] eta: 0:19:33 lr: 0.002312 loss: 0.1907 (0.1993) loss_rec_all: 0.2167 (0.2251) loss_rec_sfr: 0.2876 (0.2977) loss_cl: -0.2784 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [00:41:31.584035] Epoch: [133] [1380/2904] eta: 0:19:17 lr: 0.002312 loss: 0.1841 (0.1992) loss_rec_all: 0.2100 (0.2250) loss_rec_sfr: 0.2728 (0.2974) loss_cl: -0.2783 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [00:41:46.496995] Epoch: [133] [1400/2904] eta: 0:19:02 lr: 0.002312 loss: 0.1865 (0.1993) loss_rec_all: 0.2128 (0.2251) loss_rec_sfr: 0.2807 (0.2978) loss_cl: -0.2781 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [00:42:01.408257] Epoch: [133] [1420/2904] eta: 0:18:46 lr: 0.002312 loss: 0.1920 (0.1994) loss_rec_all: 0.2184 (0.2252) loss_rec_sfr: 0.2840 (0.2982) loss_cl: -0.2799 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [00:42:16.327916] Epoch: [133] [1440/2904] eta: 0:18:31 lr: 0.002311 loss: 0.1875 (0.1994) loss_rec_all: 0.2133 (0.2252) loss_rec_sfr: 0.2788 (0.2983) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [00:42:31.241271] Epoch: [133] [1460/2904] eta: 0:18:15 lr: 0.002311 loss: 0.1923 (0.1996) loss_rec_all: 0.2188 (0.2253) loss_rec_sfr: 0.2801 (0.2987) loss_cl: -0.2793 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [00:42:46.163510] Epoch: [133] [1480/2904] eta: 0:18:00 lr: 0.002311 loss: 0.1929 (0.1996) loss_rec_all: 0.2192 (0.2253) loss_rec_sfr: 0.2696 (0.2985) loss_cl: -0.2788 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [00:43:01.141986] Epoch: [133] [1500/2904] eta: 0:17:44 lr: 0.002311 loss: 0.1920 (0.1996) loss_rec_all: 0.2177 (0.2254) loss_rec_sfr: 0.2752 (0.2986) loss_cl: -0.2783 (-0.2788) time: 0.7489 data: 0.0002 max mem: 29860 [00:43:16.108759] Epoch: [133] [1520/2904] eta: 0:17:29 lr: 0.002311 loss: 0.1870 (0.1996) loss_rec_all: 0.2128 (0.2254) loss_rec_sfr: 0.2915 (0.2987) loss_cl: -0.2784 (-0.2788) time: 0.7483 data: 0.0002 max mem: 29860 [00:43:31.093976] Epoch: [133] [1540/2904] eta: 0:17:14 lr: 0.002311 loss: 0.1918 (0.1995) loss_rec_all: 0.2177 (0.2253) loss_rec_sfr: 0.2748 (0.2985) loss_cl: -0.2785 (-0.2788) time: 0.7492 data: 0.0002 max mem: 29860 [00:43:46.059353] Epoch: [133] [1560/2904] eta: 0:16:58 lr: 0.002311 loss: 0.1895 (0.1996) loss_rec_all: 0.2153 (0.2254) loss_rec_sfr: 0.2694 (0.2987) loss_cl: -0.2785 (-0.2788) time: 0.7482 data: 0.0002 max mem: 29860 [00:44:01.044732] Epoch: [133] [1580/2904] eta: 0:16:43 lr: 0.002311 loss: 0.1890 (0.1997) loss_rec_all: 0.2152 (0.2255) loss_rec_sfr: 0.2826 (0.2990) loss_cl: -0.2791 (-0.2788) time: 0.7492 data: 0.0002 max mem: 29860 [00:44:16.038805] Epoch: [133] [1600/2904] eta: 0:16:28 lr: 0.002311 loss: 0.1872 (0.1997) loss_rec_all: 0.2132 (0.2255) loss_rec_sfr: 0.2706 (0.2991) loss_cl: -0.2791 (-0.2788) time: 0.7497 data: 0.0002 max mem: 29860 [00:44:31.052762] Epoch: [133] [1620/2904] eta: 0:16:13 lr: 0.002311 loss: 0.1928 (0.1998) loss_rec_all: 0.2183 (0.2255) loss_rec_sfr: 0.2879 (0.2993) loss_cl: -0.2788 (-0.2788) time: 0.7507 data: 0.0002 max mem: 29860 [00:44:46.059554] Epoch: [133] [1640/2904] eta: 0:15:57 lr: 0.002311 loss: 0.1979 (0.1998) loss_rec_all: 0.2236 (0.2256) loss_rec_sfr: 0.2761 (0.2996) loss_cl: -0.2778 (-0.2788) time: 0.7503 data: 0.0002 max mem: 29860 [00:45:01.057930] Epoch: [133] [1660/2904] eta: 0:15:42 lr: 0.002311 loss: 0.1955 (0.2000) loss_rec_all: 0.2212 (0.2257) loss_rec_sfr: 0.2774 (0.2999) loss_cl: -0.2796 (-0.2788) time: 0.7499 data: 0.0002 max mem: 29860 [00:45:16.069967] Epoch: [133] [1680/2904] eta: 0:15:27 lr: 0.002311 loss: 0.1864 (0.1998) loss_rec_all: 0.2126 (0.2256) loss_rec_sfr: 0.2382 (0.2993) loss_cl: -0.2795 (-0.2788) time: 0.7506 data: 0.0002 max mem: 29860 [00:45:31.080702] Epoch: [133] [1700/2904] eta: 0:15:12 lr: 0.002311 loss: 0.1909 (0.1998) loss_rec_all: 0.2173 (0.2256) loss_rec_sfr: 0.2513 (0.2992) loss_cl: -0.2793 (-0.2788) time: 0.7505 data: 0.0002 max mem: 29860 [00:45:46.070225] Epoch: [133] [1720/2904] eta: 0:14:56 lr: 0.002311 loss: 0.1899 (0.1998) loss_rec_all: 0.2159 (0.2256) loss_rec_sfr: 0.2891 (0.2991) loss_cl: -0.2783 (-0.2788) time: 0.7494 data: 0.0002 max mem: 29860 [00:46:01.061079] Epoch: [133] [1740/2904] eta: 0:14:41 lr: 0.002311 loss: 0.1949 (0.1997) loss_rec_all: 0.2209 (0.2255) loss_rec_sfr: 0.2692 (0.2988) loss_cl: -0.2783 (-0.2788) time: 0.7495 data: 0.0002 max mem: 29860 [00:46:16.072243] Epoch: [133] [1760/2904] eta: 0:14:26 lr: 0.002311 loss: 0.1881 (0.1997) loss_rec_all: 0.2141 (0.2255) loss_rec_sfr: 0.2786 (0.2987) loss_cl: -0.2788 (-0.2788) time: 0.7505 data: 0.0002 max mem: 29860 [00:46:31.067417] Epoch: [133] [1780/2904] eta: 0:14:11 lr: 0.002311 loss: 0.1880 (0.1997) loss_rec_all: 0.2145 (0.2255) loss_rec_sfr: 0.2787 (0.2988) loss_cl: -0.2794 (-0.2788) time: 0.7497 data: 0.0002 max mem: 29860 [00:46:46.011049] Epoch: [133] [1800/2904] eta: 0:13:55 lr: 0.002311 loss: 0.1855 (0.1997) loss_rec_all: 0.2115 (0.2255) loss_rec_sfr: 0.2801 (0.2989) loss_cl: -0.2797 (-0.2788) time: 0.7471 data: 0.0002 max mem: 29860 [00:47:01.114470] Epoch: [133] [1820/2904] eta: 0:13:40 lr: 0.002311 loss: 0.1909 (0.1997) loss_rec_all: 0.2170 (0.2255) loss_rec_sfr: 0.2764 (0.2989) loss_cl: -0.2793 (-0.2788) time: 0.7551 data: 0.0002 max mem: 29860 [00:47:16.045314] Epoch: [133] [1840/2904] eta: 0:13:25 lr: 0.002311 loss: 0.1863 (0.1996) loss_rec_all: 0.2122 (0.2254) loss_rec_sfr: 0.2724 (0.2986) loss_cl: -0.2785 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [00:47:30.969787] Epoch: [133] [1860/2904] eta: 0:13:10 lr: 0.002311 loss: 0.1851 (0.1996) loss_rec_all: 0.2115 (0.2253) loss_rec_sfr: 0.2730 (0.2982) loss_cl: -0.2788 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [00:47:45.885730] Epoch: [133] [1880/2904] eta: 0:12:54 lr: 0.002311 loss: 0.1968 (0.1996) loss_rec_all: 0.2228 (0.2254) loss_rec_sfr: 0.2791 (0.2984) loss_cl: -0.2783 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [00:48:00.800065] Epoch: [133] [1900/2904] eta: 0:12:39 lr: 0.002311 loss: 0.1914 (0.1997) loss_rec_all: 0.2173 (0.2255) loss_rec_sfr: 0.2759 (0.2986) loss_cl: -0.2794 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [00:48:15.713799] Epoch: [133] [1920/2904] eta: 0:12:24 lr: 0.002311 loss: 0.1875 (0.1997) loss_rec_all: 0.2133 (0.2255) loss_rec_sfr: 0.2814 (0.2986) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [00:48:30.627006] Epoch: [133] [1940/2904] eta: 0:12:09 lr: 0.002311 loss: 0.1911 (0.1997) loss_rec_all: 0.2171 (0.2255) loss_rec_sfr: 0.2646 (0.2985) loss_cl: -0.2798 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [00:48:45.531245] Epoch: [133] [1960/2904] eta: 0:11:53 lr: 0.002311 loss: 0.1922 (0.1997) loss_rec_all: 0.2182 (0.2254) loss_rec_sfr: 0.2759 (0.2983) loss_cl: -0.2791 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [00:49:00.440543] Epoch: [133] [1980/2904] eta: 0:11:38 lr: 0.002311 loss: 0.1901 (0.1997) loss_rec_all: 0.2161 (0.2254) loss_rec_sfr: 0.2804 (0.2984) loss_cl: -0.2789 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [00:49:15.350423] Epoch: [133] [2000/2904] eta: 0:11:23 lr: 0.002311 loss: 0.1876 (0.1996) loss_rec_all: 0.2134 (0.2254) loss_rec_sfr: 0.2786 (0.2983) loss_cl: -0.2793 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [00:49:30.260541] Epoch: [133] [2020/2904] eta: 0:11:08 lr: 0.002311 loss: 0.1936 (0.1997) loss_rec_all: 0.2193 (0.2255) loss_rec_sfr: 0.2945 (0.2985) loss_cl: -0.2781 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [00:49:45.176628] Epoch: [133] [2040/2904] eta: 0:10:52 lr: 0.002311 loss: 0.1902 (0.1996) loss_rec_all: 0.2161 (0.2254) loss_rec_sfr: 0.2631 (0.2984) loss_cl: -0.2782 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [00:50:00.090213] Epoch: [133] [2060/2904] eta: 0:10:37 lr: 0.002311 loss: 0.1871 (0.1996) loss_rec_all: 0.2131 (0.2254) loss_rec_sfr: 0.2905 (0.2985) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [00:50:15.008868] Epoch: [133] [2080/2904] eta: 0:10:22 lr: 0.002311 loss: 0.1867 (0.1997) loss_rec_all: 0.2130 (0.2254) loss_rec_sfr: 0.2813 (0.2985) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [00:50:29.926607] Epoch: [133] [2100/2904] eta: 0:10:07 lr: 0.002311 loss: 0.1969 (0.1998) loss_rec_all: 0.2229 (0.2256) loss_rec_sfr: 0.2746 (0.2987) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [00:50:44.844892] Epoch: [133] [2120/2904] eta: 0:09:52 lr: 0.002311 loss: 0.1907 (0.1998) loss_rec_all: 0.2164 (0.2256) loss_rec_sfr: 0.2871 (0.2989) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [00:50:59.764880] Epoch: [133] [2140/2904] eta: 0:09:37 lr: 0.002311 loss: 0.1868 (0.1997) loss_rec_all: 0.2126 (0.2255) loss_rec_sfr: 0.2461 (0.2986) loss_cl: -0.2791 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [00:51:14.683994] Epoch: [133] [2160/2904] eta: 0:09:21 lr: 0.002311 loss: 0.1894 (0.1997) loss_rec_all: 0.2151 (0.2255) loss_rec_sfr: 0.2826 (0.2986) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [00:51:29.600781] Epoch: [133] [2180/2904] eta: 0:09:06 lr: 0.002311 loss: 0.1900 (0.1997) loss_rec_all: 0.2163 (0.2255) loss_rec_sfr: 0.2716 (0.2984) loss_cl: -0.2794 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [00:51:44.514006] Epoch: [133] [2200/2904] eta: 0:08:51 lr: 0.002311 loss: 0.1874 (0.1997) loss_rec_all: 0.2135 (0.2255) loss_rec_sfr: 0.2758 (0.2984) loss_cl: -0.2779 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [00:51:59.438738] Epoch: [133] [2220/2904] eta: 0:08:36 lr: 0.002311 loss: 0.1859 (0.1997) loss_rec_all: 0.2120 (0.2255) loss_rec_sfr: 0.2875 (0.2986) loss_cl: -0.2779 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [00:52:14.357558] Epoch: [133] [2240/2904] eta: 0:08:21 lr: 0.002311 loss: 0.1862 (0.1996) loss_rec_all: 0.2122 (0.2254) loss_rec_sfr: 0.2848 (0.2984) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [00:52:29.277567] Epoch: [133] [2260/2904] eta: 0:08:06 lr: 0.002311 loss: 0.1893 (0.1997) loss_rec_all: 0.2155 (0.2255) loss_rec_sfr: 0.2762 (0.2987) loss_cl: -0.2794 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [00:52:44.186473] Epoch: [133] [2280/2904] eta: 0:07:50 lr: 0.002311 loss: 0.1919 (0.1997) loss_rec_all: 0.2179 (0.2255) loss_rec_sfr: 0.2771 (0.2988) loss_cl: -0.2787 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [00:52:59.096014] Epoch: [133] [2300/2904] eta: 0:07:35 lr: 0.002311 loss: 0.1856 (0.1998) loss_rec_all: 0.2114 (0.2256) loss_rec_sfr: 0.2733 (0.2989) loss_cl: -0.2787 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [00:53:14.008750] Epoch: [133] [2320/2904] eta: 0:07:20 lr: 0.002311 loss: 0.1972 (0.1999) loss_rec_all: 0.2232 (0.2256) loss_rec_sfr: 0.2857 (0.2992) loss_cl: -0.2783 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [00:53:28.914462] Epoch: [133] [2340/2904] eta: 0:07:05 lr: 0.002311 loss: 0.1879 (0.1998) loss_rec_all: 0.2142 (0.2256) loss_rec_sfr: 0.2822 (0.2990) loss_cl: -0.2787 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [00:53:43.824167] Epoch: [133] [2360/2904] eta: 0:06:50 lr: 0.002311 loss: 0.1902 (0.1998) loss_rec_all: 0.2162 (0.2256) loss_rec_sfr: 0.2867 (0.2991) loss_cl: -0.2802 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [00:53:58.732902] Epoch: [133] [2380/2904] eta: 0:06:35 lr: 0.002311 loss: 0.1927 (0.1999) loss_rec_all: 0.2190 (0.2256) loss_rec_sfr: 0.2715 (0.2992) loss_cl: -0.2790 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [00:54:13.781939] Epoch: [133] [2400/2904] eta: 0:06:20 lr: 0.002311 loss: 0.1875 (0.1998) loss_rec_all: 0.2137 (0.2256) loss_rec_sfr: 0.2754 (0.2990) loss_cl: -0.2789 (-0.2788) time: 0.7524 data: 0.0002 max mem: 29860 [00:54:28.689081] Epoch: [133] [2420/2904] eta: 0:06:05 lr: 0.002311 loss: 0.1989 (0.1999) loss_rec_all: 0.2250 (0.2256) loss_rec_sfr: 0.2827 (0.2993) loss_cl: -0.2790 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [00:54:43.602060] Epoch: [133] [2440/2904] eta: 0:05:49 lr: 0.002311 loss: 0.1888 (0.1999) loss_rec_all: 0.2149 (0.2256) loss_rec_sfr: 0.2730 (0.2992) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [00:54:58.510763] Epoch: [133] [2460/2904] eta: 0:05:34 lr: 0.002311 loss: 0.1904 (0.1999) loss_rec_all: 0.2165 (0.2257) loss_rec_sfr: 0.2681 (0.2992) loss_cl: -0.2785 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [00:55:13.421674] Epoch: [133] [2480/2904] eta: 0:05:19 lr: 0.002311 loss: 0.1899 (0.1999) loss_rec_all: 0.2157 (0.2257) loss_rec_sfr: 0.2639 (0.2992) loss_cl: -0.2782 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [00:55:28.335002] Epoch: [133] [2500/2904] eta: 0:05:04 lr: 0.002311 loss: 0.1880 (0.1998) loss_rec_all: 0.2141 (0.2256) loss_rec_sfr: 0.2629 (0.2990) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [00:55:43.242723] Epoch: [133] [2520/2904] eta: 0:04:49 lr: 0.002311 loss: 0.1920 (0.1999) loss_rec_all: 0.2176 (0.2256) loss_rec_sfr: 0.2691 (0.2990) loss_cl: -0.2787 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [00:55:58.147248] Epoch: [133] [2540/2904] eta: 0:04:34 lr: 0.002311 loss: 0.1906 (0.1998) loss_rec_all: 0.2165 (0.2256) loss_rec_sfr: 0.2642 (0.2989) loss_cl: -0.2786 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [00:56:13.057630] Epoch: [133] [2560/2904] eta: 0:04:19 lr: 0.002311 loss: 0.1851 (0.1998) loss_rec_all: 0.2110 (0.2256) loss_rec_sfr: 0.2740 (0.2987) loss_cl: -0.2782 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [00:56:27.966624] Epoch: [133] [2580/2904] eta: 0:04:04 lr: 0.002311 loss: 0.1886 (0.1998) loss_rec_all: 0.2144 (0.2255) loss_rec_sfr: 0.2759 (0.2986) loss_cl: -0.2800 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [00:56:42.881672] Epoch: [133] [2600/2904] eta: 0:03:49 lr: 0.002311 loss: 0.1887 (0.1998) loss_rec_all: 0.2146 (0.2255) loss_rec_sfr: 0.2576 (0.2986) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [00:56:57.797677] Epoch: [133] [2620/2904] eta: 0:03:34 lr: 0.002311 loss: 0.1889 (0.1997) loss_rec_all: 0.2147 (0.2255) loss_rec_sfr: 0.2605 (0.2984) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [00:57:12.709748] Epoch: [133] [2640/2904] eta: 0:03:18 lr: 0.002311 loss: 0.1892 (0.1997) loss_rec_all: 0.2151 (0.2255) loss_rec_sfr: 0.2721 (0.2984) loss_cl: -0.2784 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [00:57:27.619908] Epoch: [133] [2660/2904] eta: 0:03:03 lr: 0.002311 loss: 0.1858 (0.1997) loss_rec_all: 0.2114 (0.2255) loss_rec_sfr: 0.2702 (0.2984) loss_cl: -0.2783 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [00:57:42.532243] Epoch: [133] [2680/2904] eta: 0:02:48 lr: 0.002311 loss: 0.1871 (0.1997) loss_rec_all: 0.2131 (0.2255) loss_rec_sfr: 0.2637 (0.2982) loss_cl: -0.2795 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [00:57:57.445539] Epoch: [133] [2700/2904] eta: 0:02:33 lr: 0.002311 loss: 0.1894 (0.1997) loss_rec_all: 0.2154 (0.2255) loss_rec_sfr: 0.2798 (0.2982) loss_cl: -0.2794 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [00:58:12.353759] Epoch: [133] [2720/2904] eta: 0:02:18 lr: 0.002311 loss: 0.1896 (0.1997) loss_rec_all: 0.2155 (0.2255) loss_rec_sfr: 0.2873 (0.2984) loss_cl: -0.2788 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [00:58:27.259725] Epoch: [133] [2740/2904] eta: 0:02:03 lr: 0.002311 loss: 0.1894 (0.1997) loss_rec_all: 0.2152 (0.2255) loss_rec_sfr: 0.2692 (0.2983) loss_cl: -0.2781 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [00:58:42.167503] Epoch: [133] [2760/2904] eta: 0:01:48 lr: 0.002311 loss: 0.1874 (0.1997) loss_rec_all: 0.2139 (0.2255) loss_rec_sfr: 0.2661 (0.2981) loss_cl: -0.2797 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [00:58:57.075853] Epoch: [133] [2780/2904] eta: 0:01:33 lr: 0.002311 loss: 0.1886 (0.1997) loss_rec_all: 0.2145 (0.2255) loss_rec_sfr: 0.2773 (0.2980) loss_cl: -0.2793 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [00:59:11.989429] Epoch: [133] [2800/2904] eta: 0:01:18 lr: 0.002311 loss: 0.1856 (0.1996) loss_rec_all: 0.2113 (0.2254) loss_rec_sfr: 0.2683 (0.2979) loss_cl: -0.2782 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [00:59:26.896629] Epoch: [133] [2820/2904] eta: 0:01:03 lr: 0.002311 loss: 0.1855 (0.1996) loss_rec_all: 0.2118 (0.2254) loss_rec_sfr: 0.2675 (0.2979) loss_cl: -0.2785 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [00:59:41.837227] Epoch: [133] [2840/2904] eta: 0:00:48 lr: 0.002311 loss: 0.1923 (0.1997) loss_rec_all: 0.2184 (0.2255) loss_rec_sfr: 0.2722 (0.2979) loss_cl: -0.2793 (-0.2788) time: 0.7470 data: 0.0025 max mem: 29860 [00:59:56.729422] Epoch: [133] [2860/2904] eta: 0:00:33 lr: 0.002311 loss: 0.1866 (0.1996) loss_rec_all: 0.2125 (0.2254) loss_rec_sfr: 0.2641 (0.2978) loss_cl: -0.2786 (-0.2788) time: 0.7446 data: 0.0001 max mem: 29860 [01:00:11.625419] Epoch: [133] [2880/2904] eta: 0:00:18 lr: 0.002311 loss: 0.1923 (0.1996) loss_rec_all: 0.2182 (0.2254) loss_rec_sfr: 0.2854 (0.2978) loss_cl: -0.2787 (-0.2788) time: 0.7448 data: 0.0001 max mem: 29860 [01:00:26.518177] Epoch: [133] [2900/2904] eta: 0:00:03 lr: 0.002311 loss: 0.1953 (0.1997) loss_rec_all: 0.2213 (0.2255) loss_rec_sfr: 0.3037 (0.2981) loss_cl: -0.2789 (-0.2788) time: 0.7446 data: 0.0001 max mem: 29860 [01:00:28.759927] Epoch: [133] [2903/2904] eta: 0:00:00 lr: 0.002311 loss: 0.2017 (0.1997) loss_rec_all: 0.2273 (0.2255) loss_rec_sfr: 0.3168 (0.2982) loss_cl: -0.2792 (-0.2788) time: 0.7446 data: 0.0001 max mem: 29860 [01:00:31.083630] Epoch: [133] Total time: 0:36:28 (0.7536 s / it) [01:00:31.099827] Averaged stats: lr: 0.002311 loss: 0.2017 (0.2018) loss_rec_all: 0.2273 (0.2253) loss_rec_sfr: 0.3168 (0.2969) loss_cl: -0.2792 (-0.2555) [01:00:31.104542] log_dir: ./checkpoint/VF2_ViT-B [01:00:49.387376] Epoch: [134] [ 0/2904] eta: 14:44:48 lr: 0.002311 loss: 0.1972 (0.1972) loss_rec_all: 0.2233 (0.2233) loss_rec_sfr: 0.2669 (0.2669) loss_cl: -0.2796 (-0.2796) time: 18.2813 data: 14.0342 max mem: 29860 [01:01:05.388870] Epoch: [134] [ 20/2904] eta: 1:18:28 lr: 0.002311 loss: 0.1868 (0.1933) loss_rec_all: 0.2133 (0.2193) loss_rec_sfr: 0.2403 (0.2707) loss_cl: -0.2793 (-0.2793) time: 0.8000 data: 0.0002 max mem: 29860 [01:01:20.252770] Epoch: [134] [ 40/2904] eta: 0:57:12 lr: 0.002311 loss: 0.1885 (0.2009) loss_rec_all: 0.2147 (0.2266) loss_rec_sfr: 0.2847 (0.3002) loss_cl: -0.2789 (-0.2790) time: 0.7431 data: 0.0002 max mem: 29860 [01:01:35.126887] Epoch: [134] [ 60/2904] eta: 0:49:44 lr: 0.002311 loss: 0.1886 (0.2025) loss_rec_all: 0.2148 (0.2282) loss_rec_sfr: 0.2731 (0.3056) loss_cl: -0.2782 (-0.2787) time: 0.7436 data: 0.0002 max mem: 29860 [01:01:50.011510] Epoch: [134] [ 80/2904] eta: 0:45:50 lr: 0.002310 loss: 0.1872 (0.2026) loss_rec_all: 0.2130 (0.2283) loss_rec_sfr: 0.2901 (0.3075) loss_cl: -0.2787 (-0.2787) time: 0.7442 data: 0.0002 max mem: 29860 [01:02:04.911986] Epoch: [134] [ 100/2904] eta: 0:43:24 lr: 0.002310 loss: 0.1873 (0.2037) loss_rec_all: 0.2130 (0.2294) loss_rec_sfr: 0.2859 (0.3126) loss_cl: -0.2792 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [01:02:19.825209] Epoch: [134] [ 120/2904] eta: 0:41:41 lr: 0.002310 loss: 0.1882 (0.2026) loss_rec_all: 0.2140 (0.2283) loss_rec_sfr: 0.2728 (0.3089) loss_cl: -0.2782 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [01:02:34.740584] Epoch: [134] [ 140/2904] eta: 0:40:23 lr: 0.002310 loss: 0.1921 (0.2027) loss_rec_all: 0.2177 (0.2284) loss_rec_sfr: 0.2814 (0.3093) loss_cl: -0.2785 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [01:02:49.654010] Epoch: [134] [ 160/2904] eta: 0:39:21 lr: 0.002310 loss: 0.1882 (0.2013) loss_rec_all: 0.2142 (0.2271) loss_rec_sfr: 0.2815 (0.3064) loss_cl: -0.2786 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [01:03:04.568144] Epoch: [134] [ 180/2904] eta: 0:38:29 lr: 0.002310 loss: 0.1866 (0.2003) loss_rec_all: 0.2129 (0.2260) loss_rec_sfr: 0.2680 (0.3019) loss_cl: -0.2786 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [01:03:19.481920] Epoch: [134] [ 200/2904] eta: 0:37:44 lr: 0.002310 loss: 0.1891 (0.1993) loss_rec_all: 0.2148 (0.2251) loss_rec_sfr: 0.2443 (0.2977) loss_cl: -0.2783 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [01:03:34.417011] Epoch: [134] [ 220/2904] eta: 0:37:06 lr: 0.002310 loss: 0.1897 (0.1988) loss_rec_all: 0.2154 (0.2246) loss_rec_sfr: 0.2702 (0.2957) loss_cl: -0.2780 (-0.2786) time: 0.7467 data: 0.0002 max mem: 29860 [01:03:49.336447] Epoch: [134] [ 240/2904] eta: 0:36:31 lr: 0.002310 loss: 0.1884 (0.1983) loss_rec_all: 0.2142 (0.2241) loss_rec_sfr: 0.2856 (0.2947) loss_cl: -0.2793 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [01:04:04.248917] Epoch: [134] [ 260/2904] eta: 0:35:59 lr: 0.002310 loss: 0.1877 (0.1986) loss_rec_all: 0.2139 (0.2244) loss_rec_sfr: 0.2776 (0.2955) loss_cl: -0.2787 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [01:04:19.175935] Epoch: [134] [ 280/2904] eta: 0:35:29 lr: 0.002310 loss: 0.1893 (0.1992) loss_rec_all: 0.2152 (0.2250) loss_rec_sfr: 0.2649 (0.2968) loss_cl: -0.2785 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [01:04:34.111206] Epoch: [134] [ 300/2904] eta: 0:35:02 lr: 0.002310 loss: 0.1917 (0.1989) loss_rec_all: 0.2175 (0.2247) loss_rec_sfr: 0.2747 (0.2958) loss_cl: -0.2786 (-0.2787) time: 0.7467 data: 0.0002 max mem: 29860 [01:04:49.022299] Epoch: [134] [ 320/2904] eta: 0:34:36 lr: 0.002310 loss: 0.1854 (0.1989) loss_rec_all: 0.2119 (0.2247) loss_rec_sfr: 0.2791 (0.2958) loss_cl: -0.2790 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [01:05:03.934320] Epoch: [134] [ 340/2904] eta: 0:34:11 lr: 0.002310 loss: 0.1905 (0.1993) loss_rec_all: 0.2163 (0.2251) loss_rec_sfr: 0.2744 (0.2969) loss_cl: -0.2787 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [01:05:18.848216] Epoch: [134] [ 360/2904] eta: 0:33:47 lr: 0.002310 loss: 0.1856 (0.1998) loss_rec_all: 0.2119 (0.2256) loss_rec_sfr: 0.2809 (0.2989) loss_cl: -0.2781 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [01:05:33.760528] Epoch: [134] [ 380/2904] eta: 0:33:24 lr: 0.002310 loss: 0.1884 (0.1997) loss_rec_all: 0.2143 (0.2254) loss_rec_sfr: 0.2703 (0.2979) loss_cl: -0.2780 (-0.2786) time: 0.7456 data: 0.0002 max mem: 29860 [01:05:48.676266] Epoch: [134] [ 400/2904] eta: 0:33:02 lr: 0.002310 loss: 0.1894 (0.1999) loss_rec_all: 0.2158 (0.2256) loss_rec_sfr: 0.2786 (0.2984) loss_cl: -0.2788 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [01:06:03.582368] Epoch: [134] [ 420/2904] eta: 0:32:41 lr: 0.002310 loss: 0.1899 (0.1998) loss_rec_all: 0.2159 (0.2256) loss_rec_sfr: 0.2703 (0.2977) loss_cl: -0.2790 (-0.2786) time: 0.7453 data: 0.0002 max mem: 29860 [01:06:18.489847] Epoch: [134] [ 440/2904] eta: 0:32:20 lr: 0.002310 loss: 0.1871 (0.1995) loss_rec_all: 0.2135 (0.2253) loss_rec_sfr: 0.2750 (0.2973) loss_cl: -0.2793 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [01:06:33.402370] Epoch: [134] [ 460/2904] eta: 0:32:00 lr: 0.002310 loss: 0.1887 (0.1995) loss_rec_all: 0.2143 (0.2252) loss_rec_sfr: 0.2681 (0.2970) loss_cl: -0.2791 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [01:06:48.312473] Epoch: [134] [ 480/2904] eta: 0:31:40 lr: 0.002310 loss: 0.1916 (0.1995) loss_rec_all: 0.2180 (0.2253) loss_rec_sfr: 0.2752 (0.2970) loss_cl: -0.2787 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [01:07:03.222436] Epoch: [134] [ 500/2904] eta: 0:31:21 lr: 0.002310 loss: 0.1896 (0.1993) loss_rec_all: 0.2156 (0.2251) loss_rec_sfr: 0.2684 (0.2965) loss_cl: -0.2795 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [01:07:18.132886] Epoch: [134] [ 520/2904] eta: 0:31:02 lr: 0.002310 loss: 0.1979 (0.2000) loss_rec_all: 0.2238 (0.2258) loss_rec_sfr: 0.2845 (0.2984) loss_cl: -0.2791 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [01:07:33.053104] Epoch: [134] [ 540/2904] eta: 0:30:43 lr: 0.002310 loss: 0.1893 (0.2000) loss_rec_all: 0.2150 (0.2258) loss_rec_sfr: 0.2803 (0.2986) loss_cl: -0.2785 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [01:07:47.964079] Epoch: [134] [ 560/2904] eta: 0:30:25 lr: 0.002310 loss: 0.1914 (0.2002) loss_rec_all: 0.2170 (0.2260) loss_rec_sfr: 0.2973 (0.2993) loss_cl: -0.2777 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [01:08:02.872875] Epoch: [134] [ 580/2904] eta: 0:30:06 lr: 0.002310 loss: 0.1896 (0.2001) loss_rec_all: 0.2157 (0.2259) loss_rec_sfr: 0.2849 (0.2992) loss_cl: -0.2790 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [01:08:17.783510] Epoch: [134] [ 600/2904] eta: 0:29:48 lr: 0.002310 loss: 0.1879 (0.2000) loss_rec_all: 0.2140 (0.2258) loss_rec_sfr: 0.2476 (0.2984) loss_cl: -0.2790 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [01:08:32.695389] Epoch: [134] [ 620/2904] eta: 0:29:31 lr: 0.002310 loss: 0.1883 (0.1999) loss_rec_all: 0.2141 (0.2257) loss_rec_sfr: 0.2868 (0.2984) loss_cl: -0.2788 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [01:08:47.610606] Epoch: [134] [ 640/2904] eta: 0:29:13 lr: 0.002310 loss: 0.1894 (0.1997) loss_rec_all: 0.2155 (0.2255) loss_rec_sfr: 0.2530 (0.2976) loss_cl: -0.2791 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [01:09:02.523762] Epoch: [134] [ 660/2904] eta: 0:28:56 lr: 0.002310 loss: 0.1892 (0.1996) loss_rec_all: 0.2151 (0.2254) loss_rec_sfr: 0.2860 (0.2977) loss_cl: -0.2801 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [01:09:17.439288] Epoch: [134] [ 680/2904] eta: 0:28:38 lr: 0.002310 loss: 0.1917 (0.1996) loss_rec_all: 0.2174 (0.2254) loss_rec_sfr: 0.2805 (0.2978) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [01:09:32.353913] Epoch: [134] [ 700/2904] eta: 0:28:21 lr: 0.002310 loss: 0.1881 (0.1995) loss_rec_all: 0.2141 (0.2253) loss_rec_sfr: 0.2448 (0.2970) loss_cl: -0.2784 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [01:09:47.267396] Epoch: [134] [ 720/2904] eta: 0:28:04 lr: 0.002310 loss: 0.1879 (0.1994) loss_rec_all: 0.2136 (0.2252) loss_rec_sfr: 0.2452 (0.2964) loss_cl: -0.2775 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [01:10:02.177251] Epoch: [134] [ 740/2904] eta: 0:27:47 lr: 0.002310 loss: 0.1902 (0.1995) loss_rec_all: 0.2162 (0.2253) loss_rec_sfr: 0.2846 (0.2969) loss_cl: -0.2788 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [01:10:17.090558] Epoch: [134] [ 760/2904] eta: 0:27:30 lr: 0.002310 loss: 0.1920 (0.1996) loss_rec_all: 0.2180 (0.2254) loss_rec_sfr: 0.2932 (0.2977) loss_cl: -0.2793 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [01:10:32.006314] Epoch: [134] [ 780/2904] eta: 0:27:14 lr: 0.002310 loss: 0.1898 (0.1994) loss_rec_all: 0.2160 (0.2252) loss_rec_sfr: 0.2925 (0.2976) loss_cl: -0.2798 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [01:10:46.918963] Epoch: [134] [ 800/2904] eta: 0:26:57 lr: 0.002310 loss: 0.1922 (0.1995) loss_rec_all: 0.2186 (0.2253) loss_rec_sfr: 0.2579 (0.2973) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [01:11:01.832680] Epoch: [134] [ 820/2904] eta: 0:26:40 lr: 0.002310 loss: 0.1879 (0.1993) loss_rec_all: 0.2140 (0.2251) loss_rec_sfr: 0.2706 (0.2969) loss_cl: -0.2787 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [01:11:16.744234] Epoch: [134] [ 840/2904] eta: 0:26:24 lr: 0.002310 loss: 0.1886 (0.1992) loss_rec_all: 0.2148 (0.2250) loss_rec_sfr: 0.2735 (0.2964) loss_cl: -0.2782 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [01:11:31.659460] Epoch: [134] [ 860/2904] eta: 0:26:08 lr: 0.002310 loss: 0.1911 (0.1995) loss_rec_all: 0.2172 (0.2253) loss_rec_sfr: 0.2921 (0.2974) loss_cl: -0.2786 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [01:11:46.573598] Epoch: [134] [ 880/2904] eta: 0:25:51 lr: 0.002310 loss: 0.1844 (0.1995) loss_rec_all: 0.2104 (0.2253) loss_rec_sfr: 0.2840 (0.2974) loss_cl: -0.2799 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [01:12:01.490335] Epoch: [134] [ 900/2904] eta: 0:25:35 lr: 0.002310 loss: 0.1858 (0.1993) loss_rec_all: 0.2126 (0.2251) loss_rec_sfr: 0.2775 (0.2969) loss_cl: -0.2798 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [01:12:16.406241] Epoch: [134] [ 920/2904] eta: 0:25:19 lr: 0.002310 loss: 0.1854 (0.1991) loss_rec_all: 0.2111 (0.2249) loss_rec_sfr: 0.2896 (0.2970) loss_cl: -0.2782 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [01:12:31.321882] Epoch: [134] [ 940/2904] eta: 0:25:03 lr: 0.002310 loss: 0.1867 (0.1990) loss_rec_all: 0.2126 (0.2248) loss_rec_sfr: 0.2811 (0.2968) loss_cl: -0.2780 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [01:12:46.238504] Epoch: [134] [ 960/2904] eta: 0:24:47 lr: 0.002310 loss: 0.1893 (0.1990) loss_rec_all: 0.2158 (0.2248) loss_rec_sfr: 0.2589 (0.2965) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [01:13:01.157587] Epoch: [134] [ 980/2904] eta: 0:24:30 lr: 0.002310 loss: 0.1946 (0.1991) loss_rec_all: 0.2204 (0.2249) loss_rec_sfr: 0.2763 (0.2968) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [01:13:16.074301] Epoch: [134] [1000/2904] eta: 0:24:14 lr: 0.002310 loss: 0.1872 (0.1990) loss_rec_all: 0.2135 (0.2248) loss_rec_sfr: 0.2741 (0.2963) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [01:13:30.987373] Epoch: [134] [1020/2904] eta: 0:23:58 lr: 0.002310 loss: 0.1905 (0.1991) loss_rec_all: 0.2164 (0.2249) loss_rec_sfr: 0.2774 (0.2967) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [01:13:45.907857] Epoch: [134] [1040/2904] eta: 0:23:43 lr: 0.002310 loss: 0.1856 (0.1992) loss_rec_all: 0.2120 (0.2250) loss_rec_sfr: 0.2760 (0.2968) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [01:14:00.825830] Epoch: [134] [1060/2904] eta: 0:23:27 lr: 0.002310 loss: 0.1885 (0.1991) loss_rec_all: 0.2148 (0.2250) loss_rec_sfr: 0.2719 (0.2965) loss_cl: -0.2797 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [01:14:15.742093] Epoch: [134] [1080/2904] eta: 0:23:11 lr: 0.002310 loss: 0.1924 (0.1993) loss_rec_all: 0.2186 (0.2251) loss_rec_sfr: 0.2849 (0.2970) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [01:14:30.657924] Epoch: [134] [1100/2904] eta: 0:22:55 lr: 0.002310 loss: 0.1875 (0.1993) loss_rec_all: 0.2135 (0.2251) loss_rec_sfr: 0.2858 (0.2973) loss_cl: -0.2780 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [01:14:45.580770] Epoch: [134] [1120/2904] eta: 0:22:39 lr: 0.002310 loss: 0.1936 (0.1994) loss_rec_all: 0.2195 (0.2252) loss_rec_sfr: 0.2742 (0.2977) loss_cl: -0.2780 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [01:15:00.494774] Epoch: [134] [1140/2904] eta: 0:22:24 lr: 0.002310 loss: 0.1881 (0.1994) loss_rec_all: 0.2137 (0.2252) loss_rec_sfr: 0.2883 (0.2980) loss_cl: -0.2794 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [01:15:15.408520] Epoch: [134] [1160/2904] eta: 0:22:08 lr: 0.002310 loss: 0.1929 (0.1994) loss_rec_all: 0.2187 (0.2252) loss_rec_sfr: 0.2891 (0.2979) loss_cl: -0.2796 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [01:15:30.328536] Epoch: [134] [1180/2904] eta: 0:21:52 lr: 0.002310 loss: 0.1908 (0.1994) loss_rec_all: 0.2174 (0.2252) loss_rec_sfr: 0.2748 (0.2976) loss_cl: -0.2792 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [01:15:45.246961] Epoch: [134] [1200/2904] eta: 0:21:36 lr: 0.002310 loss: 0.1877 (0.1993) loss_rec_all: 0.2134 (0.2251) loss_rec_sfr: 0.2853 (0.2976) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [01:16:00.169708] Epoch: [134] [1220/2904] eta: 0:21:21 lr: 0.002310 loss: 0.1898 (0.1993) loss_rec_all: 0.2158 (0.2251) loss_rec_sfr: 0.2772 (0.2975) loss_cl: -0.2777 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [01:16:15.086424] Epoch: [134] [1240/2904] eta: 0:21:05 lr: 0.002310 loss: 0.1870 (0.1992) loss_rec_all: 0.2131 (0.2250) loss_rec_sfr: 0.2708 (0.2973) loss_cl: -0.2789 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [01:16:30.002490] Epoch: [134] [1260/2904] eta: 0:20:50 lr: 0.002310 loss: 0.1904 (0.1992) loss_rec_all: 0.2161 (0.2250) loss_rec_sfr: 0.2815 (0.2973) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [01:16:44.913170] Epoch: [134] [1280/2904] eta: 0:20:34 lr: 0.002310 loss: 0.1945 (0.1993) loss_rec_all: 0.2202 (0.2251) loss_rec_sfr: 0.2629 (0.2974) loss_cl: -0.2782 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [01:16:59.832900] Epoch: [134] [1300/2904] eta: 0:20:18 lr: 0.002310 loss: 0.1902 (0.1992) loss_rec_all: 0.2166 (0.2250) loss_rec_sfr: 0.2384 (0.2970) loss_cl: -0.2783 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [01:17:14.746462] Epoch: [134] [1320/2904] eta: 0:20:03 lr: 0.002310 loss: 0.1891 (0.1991) loss_rec_all: 0.2153 (0.2249) loss_rec_sfr: 0.2725 (0.2965) loss_cl: -0.2789 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [01:17:29.659807] Epoch: [134] [1340/2904] eta: 0:19:47 lr: 0.002310 loss: 0.1894 (0.1992) loss_rec_all: 0.2159 (0.2250) loss_rec_sfr: 0.2889 (0.2968) loss_cl: -0.2800 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [01:17:44.572025] Epoch: [134] [1360/2904] eta: 0:19:32 lr: 0.002310 loss: 0.1935 (0.1992) loss_rec_all: 0.2197 (0.2250) loss_rec_sfr: 0.2760 (0.2969) loss_cl: -0.2796 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [01:17:59.487926] Epoch: [134] [1380/2904] eta: 0:19:16 lr: 0.002310 loss: 0.1881 (0.1993) loss_rec_all: 0.2143 (0.2251) loss_rec_sfr: 0.2524 (0.2969) loss_cl: -0.2779 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [01:18:14.400756] Epoch: [134] [1400/2904] eta: 0:19:01 lr: 0.002310 loss: 0.1884 (0.1992) loss_rec_all: 0.2140 (0.2250) loss_rec_sfr: 0.2790 (0.2967) loss_cl: -0.2785 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [01:18:29.313896] Epoch: [134] [1420/2904] eta: 0:18:45 lr: 0.002310 loss: 0.1877 (0.1991) loss_rec_all: 0.2136 (0.2249) loss_rec_sfr: 0.2771 (0.2966) loss_cl: -0.2785 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [01:18:44.226621] Epoch: [134] [1440/2904] eta: 0:18:30 lr: 0.002310 loss: 0.1905 (0.1992) loss_rec_all: 0.2169 (0.2250) loss_rec_sfr: 0.2862 (0.2968) loss_cl: -0.2794 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [01:18:59.140533] Epoch: [134] [1460/2904] eta: 0:18:15 lr: 0.002310 loss: 0.1874 (0.1992) loss_rec_all: 0.2133 (0.2250) loss_rec_sfr: 0.2884 (0.2969) loss_cl: -0.2796 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [01:19:14.060649] Epoch: [134] [1480/2904] eta: 0:17:59 lr: 0.002310 loss: 0.1945 (0.1992) loss_rec_all: 0.2207 (0.2250) loss_rec_sfr: 0.2749 (0.2968) loss_cl: -0.2796 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [01:19:28.980560] Epoch: [134] [1500/2904] eta: 0:17:44 lr: 0.002310 loss: 0.1852 (0.1992) loss_rec_all: 0.2115 (0.2250) loss_rec_sfr: 0.2652 (0.2966) loss_cl: -0.2793 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [01:19:43.898918] Epoch: [134] [1520/2904] eta: 0:17:28 lr: 0.002310 loss: 0.1882 (0.1992) loss_rec_all: 0.2143 (0.2250) loss_rec_sfr: 0.2830 (0.2967) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [01:19:58.815839] Epoch: [134] [1540/2904] eta: 0:17:13 lr: 0.002310 loss: 0.1913 (0.1993) loss_rec_all: 0.2175 (0.2251) loss_rec_sfr: 0.2759 (0.2971) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [01:20:13.740865] Epoch: [134] [1560/2904] eta: 0:16:58 lr: 0.002310 loss: 0.1910 (0.1994) loss_rec_all: 0.2172 (0.2252) loss_rec_sfr: 0.2778 (0.2974) loss_cl: -0.2791 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [01:20:28.658623] Epoch: [134] [1580/2904] eta: 0:16:42 lr: 0.002310 loss: 0.1878 (0.1994) loss_rec_all: 0.2140 (0.2252) loss_rec_sfr: 0.2709 (0.2973) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [01:20:43.574387] Epoch: [134] [1600/2904] eta: 0:16:27 lr: 0.002310 loss: 0.1893 (0.1995) loss_rec_all: 0.2156 (0.2252) loss_rec_sfr: 0.2751 (0.2975) loss_cl: -0.2793 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [01:20:58.483535] Epoch: [134] [1620/2904] eta: 0:16:12 lr: 0.002309 loss: 0.1951 (0.1995) loss_rec_all: 0.2214 (0.2253) loss_rec_sfr: 0.2843 (0.2977) loss_cl: -0.2787 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [01:21:13.403960] Epoch: [134] [1640/2904] eta: 0:15:56 lr: 0.002309 loss: 0.1853 (0.1995) loss_rec_all: 0.2115 (0.2253) loss_rec_sfr: 0.2660 (0.2974) loss_cl: -0.2778 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [01:21:28.323915] Epoch: [134] [1660/2904] eta: 0:15:41 lr: 0.002309 loss: 0.1890 (0.1995) loss_rec_all: 0.2152 (0.2253) loss_rec_sfr: 0.2726 (0.2976) loss_cl: -0.2784 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [01:21:43.242255] Epoch: [134] [1680/2904] eta: 0:15:26 lr: 0.002309 loss: 0.1907 (0.1995) loss_rec_all: 0.2169 (0.2253) loss_rec_sfr: 0.2733 (0.2972) loss_cl: -0.2794 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [01:21:58.157928] Epoch: [134] [1700/2904] eta: 0:15:10 lr: 0.002309 loss: 0.1899 (0.1994) loss_rec_all: 0.2162 (0.2252) loss_rec_sfr: 0.2790 (0.2971) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [01:22:13.071381] Epoch: [134] [1720/2904] eta: 0:14:55 lr: 0.002309 loss: 0.1877 (0.1994) loss_rec_all: 0.2136 (0.2252) loss_rec_sfr: 0.2700 (0.2969) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [01:22:27.987864] Epoch: [134] [1740/2904] eta: 0:14:40 lr: 0.002309 loss: 0.1903 (0.1994) loss_rec_all: 0.2164 (0.2252) loss_rec_sfr: 0.2847 (0.2969) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [01:22:42.906821] Epoch: [134] [1760/2904] eta: 0:14:25 lr: 0.002309 loss: 0.1865 (0.1994) loss_rec_all: 0.2124 (0.2252) loss_rec_sfr: 0.2851 (0.2969) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [01:22:57.821459] Epoch: [134] [1780/2904] eta: 0:14:09 lr: 0.002309 loss: 0.1913 (0.1994) loss_rec_all: 0.2171 (0.2252) loss_rec_sfr: 0.2816 (0.2969) loss_cl: -0.2783 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [01:23:12.737032] Epoch: [134] [1800/2904] eta: 0:13:54 lr: 0.002309 loss: 0.1918 (0.1994) loss_rec_all: 0.2178 (0.2252) loss_rec_sfr: 0.2725 (0.2970) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [01:23:27.655993] Epoch: [134] [1820/2904] eta: 0:13:39 lr: 0.002309 loss: 0.1884 (0.1993) loss_rec_all: 0.2143 (0.2251) loss_rec_sfr: 0.2883 (0.2968) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [01:23:42.576229] Epoch: [134] [1840/2904] eta: 0:13:24 lr: 0.002309 loss: 0.1871 (0.1993) loss_rec_all: 0.2131 (0.2251) loss_rec_sfr: 0.2761 (0.2969) loss_cl: -0.2798 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [01:23:57.493316] Epoch: [134] [1860/2904] eta: 0:13:08 lr: 0.002309 loss: 0.1907 (0.1993) loss_rec_all: 0.2165 (0.2251) loss_rec_sfr: 0.2840 (0.2970) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [01:24:12.406942] Epoch: [134] [1880/2904] eta: 0:12:53 lr: 0.002309 loss: 0.1888 (0.1994) loss_rec_all: 0.2148 (0.2252) loss_rec_sfr: 0.2797 (0.2971) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [01:24:27.319979] Epoch: [134] [1900/2904] eta: 0:12:38 lr: 0.002309 loss: 0.1872 (0.1993) loss_rec_all: 0.2132 (0.2251) loss_rec_sfr: 0.2782 (0.2969) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [01:24:42.233385] Epoch: [134] [1920/2904] eta: 0:12:23 lr: 0.002309 loss: 0.1841 (0.1992) loss_rec_all: 0.2103 (0.2250) loss_rec_sfr: 0.2810 (0.2968) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [01:24:57.146680] Epoch: [134] [1940/2904] eta: 0:12:08 lr: 0.002309 loss: 0.1907 (0.1993) loss_rec_all: 0.2167 (0.2251) loss_rec_sfr: 0.2906 (0.2970) loss_cl: -0.2782 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [01:25:12.058943] Epoch: [134] [1960/2904] eta: 0:11:52 lr: 0.002309 loss: 0.1892 (0.1993) loss_rec_all: 0.2152 (0.2251) loss_rec_sfr: 0.2728 (0.2970) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [01:25:26.976244] Epoch: [134] [1980/2904] eta: 0:11:37 lr: 0.002309 loss: 0.1864 (0.1992) loss_rec_all: 0.2127 (0.2250) loss_rec_sfr: 0.2775 (0.2968) loss_cl: -0.2802 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [01:25:41.895796] Epoch: [134] [2000/2904] eta: 0:11:22 lr: 0.002309 loss: 0.1869 (0.1992) loss_rec_all: 0.2129 (0.2250) loss_rec_sfr: 0.2543 (0.2967) loss_cl: -0.2795 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [01:25:56.813925] Epoch: [134] [2020/2904] eta: 0:11:07 lr: 0.002309 loss: 0.1914 (0.1993) loss_rec_all: 0.2176 (0.2251) loss_rec_sfr: 0.2890 (0.2970) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [01:26:11.734076] Epoch: [134] [2040/2904] eta: 0:10:52 lr: 0.002309 loss: 0.1869 (0.1992) loss_rec_all: 0.2131 (0.2250) loss_rec_sfr: 0.2687 (0.2967) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [01:26:26.654608] Epoch: [134] [2060/2904] eta: 0:10:36 lr: 0.002309 loss: 0.1935 (0.1992) loss_rec_all: 0.2194 (0.2250) loss_rec_sfr: 0.2748 (0.2968) loss_cl: -0.2783 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [01:26:41.566825] Epoch: [134] [2080/2904] eta: 0:10:21 lr: 0.002309 loss: 0.1929 (0.1993) loss_rec_all: 0.2188 (0.2251) loss_rec_sfr: 0.2855 (0.2970) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [01:26:56.482680] Epoch: [134] [2100/2904] eta: 0:10:06 lr: 0.002309 loss: 0.1863 (0.1992) loss_rec_all: 0.2125 (0.2250) loss_rec_sfr: 0.2538 (0.2966) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [01:27:11.405090] Epoch: [134] [2120/2904] eta: 0:09:51 lr: 0.002309 loss: 0.1965 (0.1993) loss_rec_all: 0.2225 (0.2251) loss_rec_sfr: 0.2758 (0.2968) loss_cl: -0.2790 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [01:27:26.334371] Epoch: [134] [2140/2904] eta: 0:09:36 lr: 0.002309 loss: 0.1880 (0.1992) loss_rec_all: 0.2141 (0.2250) loss_rec_sfr: 0.2433 (0.2965) loss_cl: -0.2786 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [01:27:41.259024] Epoch: [134] [2160/2904] eta: 0:09:21 lr: 0.002309 loss: 0.1910 (0.1992) loss_rec_all: 0.2167 (0.2250) loss_rec_sfr: 0.2703 (0.2963) loss_cl: -0.2789 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [01:27:56.173461] Epoch: [134] [2180/2904] eta: 0:09:06 lr: 0.002309 loss: 0.1886 (0.1992) loss_rec_all: 0.2143 (0.2250) loss_rec_sfr: 0.2785 (0.2965) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [01:28:11.083402] Epoch: [134] [2200/2904] eta: 0:08:50 lr: 0.002309 loss: 0.1919 (0.1993) loss_rec_all: 0.2175 (0.2251) loss_rec_sfr: 0.3036 (0.2967) loss_cl: -0.2779 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [01:28:25.997273] Epoch: [134] [2220/2904] eta: 0:08:35 lr: 0.002309 loss: 0.1936 (0.1994) loss_rec_all: 0.2195 (0.2252) loss_rec_sfr: 0.2837 (0.2971) loss_cl: -0.2778 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [01:28:40.917838] Epoch: [134] [2240/2904] eta: 0:08:20 lr: 0.002309 loss: 0.1906 (0.1995) loss_rec_all: 0.2164 (0.2253) loss_rec_sfr: 0.2842 (0.2973) loss_cl: -0.2785 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [01:28:55.836640] Epoch: [134] [2260/2904] eta: 0:08:05 lr: 0.002309 loss: 0.1902 (0.1995) loss_rec_all: 0.2161 (0.2253) loss_rec_sfr: 0.2673 (0.2972) loss_cl: -0.2796 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [01:29:10.744307] Epoch: [134] [2280/2904] eta: 0:07:50 lr: 0.002309 loss: 0.1910 (0.1995) loss_rec_all: 0.2169 (0.2253) loss_rec_sfr: 0.2859 (0.2975) loss_cl: -0.2796 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [01:29:25.657072] Epoch: [134] [2300/2904] eta: 0:07:35 lr: 0.002309 loss: 0.1901 (0.1995) loss_rec_all: 0.2161 (0.2253) loss_rec_sfr: 0.2678 (0.2974) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [01:29:40.569556] Epoch: [134] [2320/2904] eta: 0:07:20 lr: 0.002309 loss: 0.1891 (0.1996) loss_rec_all: 0.2153 (0.2254) loss_rec_sfr: 0.2850 (0.2976) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [01:29:55.483295] Epoch: [134] [2340/2904] eta: 0:07:05 lr: 0.002309 loss: 0.1897 (0.1997) loss_rec_all: 0.2155 (0.2254) loss_rec_sfr: 0.2783 (0.2978) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [01:30:10.399320] Epoch: [134] [2360/2904] eta: 0:06:49 lr: 0.002309 loss: 0.1925 (0.1997) loss_rec_all: 0.2181 (0.2255) loss_rec_sfr: 0.2865 (0.2980) loss_cl: -0.2779 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [01:30:25.316060] Epoch: [134] [2380/2904] eta: 0:06:34 lr: 0.002309 loss: 0.1867 (0.1997) loss_rec_all: 0.2126 (0.2255) loss_rec_sfr: 0.2418 (0.2979) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [01:30:40.240577] Epoch: [134] [2400/2904] eta: 0:06:19 lr: 0.002309 loss: 0.1866 (0.1997) loss_rec_all: 0.2128 (0.2255) loss_rec_sfr: 0.2718 (0.2977) loss_cl: -0.2794 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [01:30:55.163500] Epoch: [134] [2420/2904] eta: 0:06:04 lr: 0.002309 loss: 0.1900 (0.1997) loss_rec_all: 0.2161 (0.2255) loss_rec_sfr: 0.2731 (0.2979) loss_cl: -0.2790 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [01:31:10.079698] Epoch: [134] [2440/2904] eta: 0:05:49 lr: 0.002309 loss: 0.1903 (0.1997) loss_rec_all: 0.2161 (0.2255) loss_rec_sfr: 0.2836 (0.2979) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [01:31:24.993536] Epoch: [134] [2460/2904] eta: 0:05:34 lr: 0.002309 loss: 0.1893 (0.1997) loss_rec_all: 0.2150 (0.2255) loss_rec_sfr: 0.2931 (0.2978) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [01:31:39.912389] Epoch: [134] [2480/2904] eta: 0:05:19 lr: 0.002309 loss: 0.1877 (0.1996) loss_rec_all: 0.2135 (0.2254) loss_rec_sfr: 0.2906 (0.2978) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [01:31:54.826048] Epoch: [134] [2500/2904] eta: 0:05:04 lr: 0.002309 loss: 0.1894 (0.1996) loss_rec_all: 0.2153 (0.2254) loss_rec_sfr: 0.2748 (0.2979) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [01:32:09.738879] Epoch: [134] [2520/2904] eta: 0:04:49 lr: 0.002309 loss: 0.1933 (0.1997) loss_rec_all: 0.2189 (0.2255) loss_rec_sfr: 0.2891 (0.2981) loss_cl: -0.2784 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [01:32:24.652567] Epoch: [134] [2540/2904] eta: 0:04:34 lr: 0.002309 loss: 0.1897 (0.1997) loss_rec_all: 0.2158 (0.2255) loss_rec_sfr: 0.2784 (0.2981) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [01:32:39.568247] Epoch: [134] [2560/2904] eta: 0:04:19 lr: 0.002309 loss: 0.1886 (0.1998) loss_rec_all: 0.2150 (0.2255) loss_rec_sfr: 0.2838 (0.2982) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [01:32:54.481018] Epoch: [134] [2580/2904] eta: 0:04:03 lr: 0.002309 loss: 0.1934 (0.1998) loss_rec_all: 0.2189 (0.2256) loss_rec_sfr: 0.2892 (0.2985) loss_cl: -0.2793 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [01:33:09.385581] Epoch: [134] [2600/2904] eta: 0:03:48 lr: 0.002309 loss: 0.1874 (0.1998) loss_rec_all: 0.2134 (0.2255) loss_rec_sfr: 0.2422 (0.2983) loss_cl: -0.2783 (-0.2787) time: 0.7452 data: 0.0002 max mem: 29860 [01:33:24.306828] Epoch: [134] [2620/2904] eta: 0:03:33 lr: 0.002309 loss: 0.1847 (0.1997) loss_rec_all: 0.2112 (0.2255) loss_rec_sfr: 0.2736 (0.2981) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [01:33:39.225959] Epoch: [134] [2640/2904] eta: 0:03:18 lr: 0.002309 loss: 0.1898 (0.1997) loss_rec_all: 0.2159 (0.2255) loss_rec_sfr: 0.2736 (0.2981) loss_cl: -0.2797 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [01:33:54.138004] Epoch: [134] [2660/2904] eta: 0:03:03 lr: 0.002309 loss: 0.1887 (0.1998) loss_rec_all: 0.2146 (0.2256) loss_rec_sfr: 0.2857 (0.2983) loss_cl: -0.2784 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [01:34:09.053862] Epoch: [134] [2680/2904] eta: 0:02:48 lr: 0.002309 loss: 0.1901 (0.1997) loss_rec_all: 0.2161 (0.2255) loss_rec_sfr: 0.2689 (0.2982) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [01:34:23.972379] Epoch: [134] [2700/2904] eta: 0:02:33 lr: 0.002309 loss: 0.1850 (0.1997) loss_rec_all: 0.2108 (0.2255) loss_rec_sfr: 0.2775 (0.2981) loss_cl: -0.2781 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [01:34:38.887901] Epoch: [134] [2720/2904] eta: 0:02:18 lr: 0.002309 loss: 0.1871 (0.1997) loss_rec_all: 0.2132 (0.2255) loss_rec_sfr: 0.2460 (0.2980) loss_cl: -0.2780 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [01:34:53.808334] Epoch: [134] [2740/2904] eta: 0:02:03 lr: 0.002309 loss: 0.1899 (0.1997) loss_rec_all: 0.2159 (0.2255) loss_rec_sfr: 0.2830 (0.2980) loss_cl: -0.2784 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [01:35:08.727332] Epoch: [134] [2760/2904] eta: 0:01:48 lr: 0.002309 loss: 0.1861 (0.1997) loss_rec_all: 0.2121 (0.2255) loss_rec_sfr: 0.2824 (0.2980) loss_cl: -0.2791 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [01:35:23.651142] Epoch: [134] [2780/2904] eta: 0:01:33 lr: 0.002309 loss: 0.1912 (0.1997) loss_rec_all: 0.2170 (0.2255) loss_rec_sfr: 0.2831 (0.2981) loss_cl: -0.2798 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [01:35:38.565335] Epoch: [134] [2800/2904] eta: 0:01:18 lr: 0.002309 loss: 0.1925 (0.1997) loss_rec_all: 0.2184 (0.2255) loss_rec_sfr: 0.2812 (0.2981) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [01:35:53.481801] Epoch: [134] [2820/2904] eta: 0:01:03 lr: 0.002309 loss: 0.1894 (0.1997) loss_rec_all: 0.2155 (0.2255) loss_rec_sfr: 0.2725 (0.2979) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [01:36:08.423304] Epoch: [134] [2840/2904] eta: 0:00:48 lr: 0.002309 loss: 0.1884 (0.1997) loss_rec_all: 0.2145 (0.2255) loss_rec_sfr: 0.2787 (0.2980) loss_cl: -0.2782 (-0.2787) time: 0.7470 data: 0.0023 max mem: 29860 [01:36:23.316986] Epoch: [134] [2860/2904] eta: 0:00:33 lr: 0.002309 loss: 0.1909 (0.1997) loss_rec_all: 0.2170 (0.2255) loss_rec_sfr: 0.2875 (0.2980) loss_cl: -0.2784 (-0.2787) time: 0.7446 data: 0.0001 max mem: 29860 [01:36:38.212996] Epoch: [134] [2880/2904] eta: 0:00:18 lr: 0.002309 loss: 0.1931 (0.1997) loss_rec_all: 0.2194 (0.2255) loss_rec_sfr: 0.2735 (0.2981) loss_cl: -0.2791 (-0.2787) time: 0.7448 data: 0.0001 max mem: 29860 [01:36:53.113073] Epoch: [134] [2900/2904] eta: 0:00:03 lr: 0.002309 loss: 0.1909 (0.1996) loss_rec_all: 0.2169 (0.2254) loss_rec_sfr: 0.2706 (0.2978) loss_cl: -0.2797 (-0.2788) time: 0.7450 data: 0.0001 max mem: 29860 [01:36:55.358335] Epoch: [134] [2903/2904] eta: 0:00:00 lr: 0.002309 loss: 0.1866 (0.1996) loss_rec_all: 0.2124 (0.2254) loss_rec_sfr: 0.2688 (0.2978) loss_cl: -0.2791 (-0.2788) time: 0.7451 data: 0.0001 max mem: 29860 [01:36:57.485259] Epoch: [134] Total time: 0:36:26 (0.7529 s / it) [01:36:57.495075] Averaged stats: lr: 0.002309 loss: 0.1866 (0.2017) loss_rec_all: 0.2124 (0.2252) loss_rec_sfr: 0.2688 (0.2968) loss_cl: -0.2791 (-0.2555) [01:36:57.501159] log_dir: ./checkpoint/VF2_ViT-B [01:37:14.594011] Epoch: [135] [ 0/2904] eta: 13:47:13 lr: 0.002309 loss: 0.1953 (0.1953) loss_rec_all: 0.2210 (0.2210) loss_rec_sfr: 0.3127 (0.3127) loss_cl: -0.2787 (-0.2787) time: 17.0915 data: 13.1645 max mem: 29860 [01:37:31.778861] Epoch: [135] [ 20/2904] eta: 1:18:27 lr: 0.002309 loss: 0.1896 (0.1970) loss_rec_all: 0.2161 (0.2227) loss_rec_sfr: 0.2806 (0.2979) loss_cl: -0.2785 (-0.2783) time: 0.8592 data: 0.0194 max mem: 29860 [01:37:46.705172] Epoch: [135] [ 40/2904] eta: 0:57:16 lr: 0.002309 loss: 0.1953 (0.2028) loss_rec_all: 0.2215 (0.2285) loss_rec_sfr: 0.2809 (0.3114) loss_cl: -0.2785 (-0.2783) time: 0.7463 data: 0.0002 max mem: 29860 [01:38:01.662603] Epoch: [135] [ 60/2904] eta: 0:49:51 lr: 0.002309 loss: 0.1855 (0.2005) loss_rec_all: 0.2112 (0.2262) loss_rec_sfr: 0.2793 (0.3047) loss_cl: -0.2785 (-0.2784) time: 0.7478 data: 0.0002 max mem: 29860 [01:38:16.640523] Epoch: [135] [ 80/2904] eta: 0:45:58 lr: 0.002309 loss: 0.1921 (0.2017) loss_rec_all: 0.2182 (0.2274) loss_rec_sfr: 0.2854 (0.3080) loss_cl: -0.2783 (-0.2784) time: 0.7489 data: 0.0002 max mem: 29860 [01:38:31.614130] Epoch: [135] [ 100/2904] eta: 0:43:32 lr: 0.002309 loss: 0.1881 (0.2002) loss_rec_all: 0.2143 (0.2260) loss_rec_sfr: 0.2620 (0.3023) loss_cl: -0.2790 (-0.2785) time: 0.7486 data: 0.0002 max mem: 29860 [01:38:46.606257] Epoch: [135] [ 120/2904] eta: 0:41:50 lr: 0.002309 loss: 0.1927 (0.2015) loss_rec_all: 0.2190 (0.2272) loss_rec_sfr: 0.2815 (0.3071) loss_cl: -0.2785 (-0.2785) time: 0.7496 data: 0.0002 max mem: 29860 [01:39:01.596529] Epoch: [135] [ 140/2904] eta: 0:40:32 lr: 0.002309 loss: 0.1935 (0.2014) loss_rec_all: 0.2192 (0.2271) loss_rec_sfr: 0.2784 (0.3060) loss_cl: -0.2788 (-0.2786) time: 0.7495 data: 0.0002 max mem: 29860 [01:39:16.584885] Epoch: [135] [ 160/2904] eta: 0:39:30 lr: 0.002309 loss: 0.1872 (0.2007) loss_rec_all: 0.2134 (0.2265) loss_rec_sfr: 0.2780 (0.3040) loss_cl: -0.2788 (-0.2786) time: 0.7494 data: 0.0002 max mem: 29860 [01:39:31.570985] Epoch: [135] [ 180/2904] eta: 0:38:38 lr: 0.002309 loss: 0.1900 (0.1998) loss_rec_all: 0.2157 (0.2256) loss_rec_sfr: 0.2734 (0.3005) loss_cl: -0.2782 (-0.2785) time: 0.7493 data: 0.0002 max mem: 29860 [01:39:46.586560] Epoch: [135] [ 200/2904] eta: 0:37:54 lr: 0.002309 loss: 0.1866 (0.1992) loss_rec_all: 0.2131 (0.2250) loss_rec_sfr: 0.2649 (0.2983) loss_cl: -0.2794 (-0.2786) time: 0.7507 data: 0.0002 max mem: 29860 [01:40:01.585648] Epoch: [135] [ 220/2904] eta: 0:37:15 lr: 0.002309 loss: 0.1850 (0.1990) loss_rec_all: 0.2112 (0.2248) loss_rec_sfr: 0.2759 (0.2975) loss_cl: -0.2791 (-0.2787) time: 0.7499 data: 0.0002 max mem: 29860 [01:40:16.579568] Epoch: [135] [ 240/2904] eta: 0:36:40 lr: 0.002308 loss: 0.1947 (0.2001) loss_rec_all: 0.2209 (0.2258) loss_rec_sfr: 0.2943 (0.3010) loss_cl: -0.2794 (-0.2787) time: 0.7496 data: 0.0002 max mem: 29860 [01:40:31.585060] Epoch: [135] [ 260/2904] eta: 0:36:08 lr: 0.002308 loss: 0.1869 (0.1994) loss_rec_all: 0.2131 (0.2252) loss_rec_sfr: 0.2726 (0.2985) loss_cl: -0.2786 (-0.2787) time: 0.7502 data: 0.0002 max mem: 29860 [01:40:46.570389] Epoch: [135] [ 280/2904] eta: 0:35:38 lr: 0.002308 loss: 0.1926 (0.1995) loss_rec_all: 0.2186 (0.2253) loss_rec_sfr: 0.2749 (0.2981) loss_cl: -0.2783 (-0.2787) time: 0.7492 data: 0.0002 max mem: 29860 [01:41:01.556256] Epoch: [135] [ 300/2904] eta: 0:35:11 lr: 0.002308 loss: 0.1883 (0.1990) loss_rec_all: 0.2141 (0.2248) loss_rec_sfr: 0.2676 (0.2965) loss_cl: -0.2788 (-0.2787) time: 0.7492 data: 0.0002 max mem: 29860 [01:41:16.476322] Epoch: [135] [ 320/2904] eta: 0:34:44 lr: 0.002308 loss: 0.1912 (0.1993) loss_rec_all: 0.2171 (0.2251) loss_rec_sfr: 0.2783 (0.2974) loss_cl: -0.2786 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [01:41:31.423969] Epoch: [135] [ 340/2904] eta: 0:34:19 lr: 0.002308 loss: 0.1903 (0.1994) loss_rec_all: 0.2165 (0.2252) loss_rec_sfr: 0.2712 (0.2970) loss_cl: -0.2786 (-0.2787) time: 0.7473 data: 0.0002 max mem: 29860 [01:41:46.331534] Epoch: [135] [ 360/2904] eta: 0:33:55 lr: 0.002308 loss: 0.1864 (0.1992) loss_rec_all: 0.2128 (0.2250) loss_rec_sfr: 0.2705 (0.2966) loss_cl: -0.2790 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [01:42:01.237805] Epoch: [135] [ 380/2904] eta: 0:33:32 lr: 0.002308 loss: 0.1865 (0.1993) loss_rec_all: 0.2127 (0.2251) loss_rec_sfr: 0.2563 (0.2966) loss_cl: -0.2789 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [01:42:16.142122] Epoch: [135] [ 400/2904] eta: 0:33:09 lr: 0.002308 loss: 0.1923 (0.1997) loss_rec_all: 0.2180 (0.2255) loss_rec_sfr: 0.2791 (0.2976) loss_cl: -0.2794 (-0.2787) time: 0.7452 data: 0.0002 max mem: 29860 [01:42:31.044772] Epoch: [135] [ 420/2904] eta: 0:32:47 lr: 0.002308 loss: 0.1944 (0.1998) loss_rec_all: 0.2205 (0.2256) loss_rec_sfr: 0.2747 (0.2980) loss_cl: -0.2786 (-0.2787) time: 0.7451 data: 0.0002 max mem: 29860 [01:42:45.949189] Epoch: [135] [ 440/2904] eta: 0:32:26 lr: 0.002308 loss: 0.1892 (0.1997) loss_rec_all: 0.2149 (0.2255) loss_rec_sfr: 0.2861 (0.2983) loss_cl: -0.2781 (-0.2787) time: 0.7452 data: 0.0002 max mem: 29860 [01:43:00.889236] Epoch: [135] [ 460/2904] eta: 0:32:06 lr: 0.002308 loss: 0.1914 (0.1995) loss_rec_all: 0.2174 (0.2253) loss_rec_sfr: 0.2786 (0.2974) loss_cl: -0.2790 (-0.2787) time: 0.7470 data: 0.0002 max mem: 29860 [01:43:15.808311] Epoch: [135] [ 480/2904] eta: 0:31:46 lr: 0.002308 loss: 0.1857 (0.1994) loss_rec_all: 0.2116 (0.2252) loss_rec_sfr: 0.2796 (0.2974) loss_cl: -0.2791 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [01:43:30.728931] Epoch: [135] [ 500/2904] eta: 0:31:26 lr: 0.002308 loss: 0.1878 (0.1992) loss_rec_all: 0.2139 (0.2250) loss_rec_sfr: 0.2760 (0.2968) loss_cl: -0.2799 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [01:43:45.638989] Epoch: [135] [ 520/2904] eta: 0:31:07 lr: 0.002308 loss: 0.1882 (0.1991) loss_rec_all: 0.2140 (0.2249) loss_rec_sfr: 0.2711 (0.2967) loss_cl: -0.2786 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [01:44:00.558487] Epoch: [135] [ 540/2904] eta: 0:30:48 lr: 0.002308 loss: 0.1870 (0.1990) loss_rec_all: 0.2130 (0.2248) loss_rec_sfr: 0.2583 (0.2963) loss_cl: -0.2781 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [01:44:15.469739] Epoch: [135] [ 560/2904] eta: 0:30:29 lr: 0.002308 loss: 0.1912 (0.1993) loss_rec_all: 0.2170 (0.2251) loss_rec_sfr: 0.2983 (0.2979) loss_cl: -0.2787 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [01:44:30.400710] Epoch: [135] [ 580/2904] eta: 0:30:11 lr: 0.002308 loss: 0.1891 (0.1993) loss_rec_all: 0.2152 (0.2251) loss_rec_sfr: 0.2683 (0.2980) loss_cl: -0.2801 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [01:44:45.313951] Epoch: [135] [ 600/2904] eta: 0:29:53 lr: 0.002308 loss: 0.1921 (0.1994) loss_rec_all: 0.2180 (0.2252) loss_rec_sfr: 0.2759 (0.2981) loss_cl: -0.2793 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [01:45:00.227568] Epoch: [135] [ 620/2904] eta: 0:29:35 lr: 0.002308 loss: 0.1902 (0.1995) loss_rec_all: 0.2164 (0.2253) loss_rec_sfr: 0.2959 (0.2985) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [01:45:15.143164] Epoch: [135] [ 640/2904] eta: 0:29:17 lr: 0.002308 loss: 0.1874 (0.1994) loss_rec_all: 0.2137 (0.2252) loss_rec_sfr: 0.2679 (0.2983) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [01:45:30.054521] Epoch: [135] [ 660/2904] eta: 0:28:59 lr: 0.002308 loss: 0.1874 (0.1993) loss_rec_all: 0.2133 (0.2251) loss_rec_sfr: 0.2840 (0.2981) loss_cl: -0.2782 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [01:45:44.964870] Epoch: [135] [ 680/2904] eta: 0:28:42 lr: 0.002308 loss: 0.1880 (0.1993) loss_rec_all: 0.2138 (0.2251) loss_rec_sfr: 0.2567 (0.2979) loss_cl: -0.2782 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [01:45:59.873702] Epoch: [135] [ 700/2904] eta: 0:28:25 lr: 0.002308 loss: 0.1907 (0.1994) loss_rec_all: 0.2164 (0.2252) loss_rec_sfr: 0.2873 (0.2983) loss_cl: -0.2789 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [01:46:14.781003] Epoch: [135] [ 720/2904] eta: 0:28:07 lr: 0.002308 loss: 0.1969 (0.1997) loss_rec_all: 0.2230 (0.2255) loss_rec_sfr: 0.2785 (0.2993) loss_cl: -0.2793 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [01:46:29.686894] Epoch: [135] [ 740/2904] eta: 0:27:50 lr: 0.002308 loss: 0.1897 (0.1997) loss_rec_all: 0.2157 (0.2255) loss_rec_sfr: 0.2698 (0.2991) loss_cl: -0.2793 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [01:46:44.595736] Epoch: [135] [ 760/2904] eta: 0:27:33 lr: 0.002308 loss: 0.1869 (0.1996) loss_rec_all: 0.2131 (0.2254) loss_rec_sfr: 0.2354 (0.2986) loss_cl: -0.2779 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [01:46:59.505752] Epoch: [135] [ 780/2904] eta: 0:27:17 lr: 0.002308 loss: 0.1920 (0.1996) loss_rec_all: 0.2178 (0.2254) loss_rec_sfr: 0.2706 (0.2982) loss_cl: -0.2777 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [01:47:14.417125] Epoch: [135] [ 800/2904] eta: 0:27:00 lr: 0.002308 loss: 0.1891 (0.1995) loss_rec_all: 0.2152 (0.2253) loss_rec_sfr: 0.2773 (0.2979) loss_cl: -0.2786 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [01:47:29.325953] Epoch: [135] [ 820/2904] eta: 0:26:43 lr: 0.002308 loss: 0.1882 (0.1995) loss_rec_all: 0.2145 (0.2253) loss_rec_sfr: 0.2702 (0.2977) loss_cl: -0.2785 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [01:47:44.227317] Epoch: [135] [ 840/2904] eta: 0:26:27 lr: 0.002308 loss: 0.1905 (0.1996) loss_rec_all: 0.2167 (0.2254) loss_rec_sfr: 0.2671 (0.2977) loss_cl: -0.2797 (-0.2787) time: 0.7450 data: 0.0002 max mem: 29860 [01:47:59.131046] Epoch: [135] [ 860/2904] eta: 0:26:10 lr: 0.002308 loss: 0.1876 (0.1995) loss_rec_all: 0.2134 (0.2253) loss_rec_sfr: 0.2724 (0.2972) loss_cl: -0.2792 (-0.2787) time: 0.7451 data: 0.0002 max mem: 29860 [01:48:14.035534] Epoch: [135] [ 880/2904] eta: 0:25:54 lr: 0.002308 loss: 0.1896 (0.1994) loss_rec_all: 0.2154 (0.2252) loss_rec_sfr: 0.2743 (0.2970) loss_cl: -0.2789 (-0.2787) time: 0.7452 data: 0.0002 max mem: 29860 [01:48:28.940855] Epoch: [135] [ 900/2904] eta: 0:25:37 lr: 0.002308 loss: 0.1882 (0.1993) loss_rec_all: 0.2143 (0.2250) loss_rec_sfr: 0.2857 (0.2969) loss_cl: -0.2789 (-0.2787) time: 0.7452 data: 0.0002 max mem: 29860 [01:48:43.847446] Epoch: [135] [ 920/2904] eta: 0:25:21 lr: 0.002308 loss: 0.1900 (0.1993) loss_rec_all: 0.2157 (0.2251) loss_rec_sfr: 0.2877 (0.2973) loss_cl: -0.2791 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [01:48:58.760955] Epoch: [135] [ 940/2904] eta: 0:25:05 lr: 0.002308 loss: 0.1908 (0.1992) loss_rec_all: 0.2166 (0.2250) loss_rec_sfr: 0.2752 (0.2970) loss_cl: -0.2789 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [01:49:13.688638] Epoch: [135] [ 960/2904] eta: 0:24:49 lr: 0.002308 loss: 0.1971 (0.1995) loss_rec_all: 0.2231 (0.2253) loss_rec_sfr: 0.2821 (0.2980) loss_cl: -0.2784 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [01:49:28.595974] Epoch: [135] [ 980/2904] eta: 0:24:33 lr: 0.002308 loss: 0.1920 (0.1997) loss_rec_all: 0.2183 (0.2255) loss_rec_sfr: 0.2844 (0.2985) loss_cl: -0.2787 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [01:49:43.517002] Epoch: [135] [1000/2904] eta: 0:24:16 lr: 0.002308 loss: 0.1876 (0.1996) loss_rec_all: 0.2138 (0.2254) loss_rec_sfr: 0.2630 (0.2980) loss_cl: -0.2785 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [01:49:58.432264] Epoch: [135] [1020/2904] eta: 0:24:00 lr: 0.002308 loss: 0.1855 (0.1994) loss_rec_all: 0.2114 (0.2252) loss_rec_sfr: 0.2626 (0.2976) loss_cl: -0.2788 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [01:50:13.344855] Epoch: [135] [1040/2904] eta: 0:23:44 lr: 0.002308 loss: 0.1877 (0.1994) loss_rec_all: 0.2138 (0.2252) loss_rec_sfr: 0.2570 (0.2974) loss_cl: -0.2786 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [01:50:28.256354] Epoch: [135] [1060/2904] eta: 0:23:28 lr: 0.002308 loss: 0.1928 (0.1996) loss_rec_all: 0.2185 (0.2254) loss_rec_sfr: 0.2854 (0.2981) loss_cl: -0.2786 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [01:50:43.165647] Epoch: [135] [1080/2904] eta: 0:23:13 lr: 0.002308 loss: 0.1949 (0.1997) loss_rec_all: 0.2209 (0.2255) loss_rec_sfr: 0.2804 (0.2985) loss_cl: -0.2792 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [01:50:58.075699] Epoch: [135] [1100/2904] eta: 0:22:57 lr: 0.002308 loss: 0.1917 (0.1996) loss_rec_all: 0.2178 (0.2254) loss_rec_sfr: 0.2422 (0.2978) loss_cl: -0.2792 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [01:51:12.994448] Epoch: [135] [1120/2904] eta: 0:22:41 lr: 0.002308 loss: 0.1888 (0.1995) loss_rec_all: 0.2145 (0.2253) loss_rec_sfr: 0.2733 (0.2975) loss_cl: -0.2788 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [01:51:27.917177] Epoch: [135] [1140/2904] eta: 0:22:25 lr: 0.002308 loss: 0.1918 (0.1997) loss_rec_all: 0.2173 (0.2255) loss_rec_sfr: 0.2858 (0.2984) loss_cl: -0.2783 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [01:51:42.834171] Epoch: [135] [1160/2904] eta: 0:22:09 lr: 0.002308 loss: 0.1883 (0.1997) loss_rec_all: 0.2142 (0.2254) loss_rec_sfr: 0.2720 (0.2982) loss_cl: -0.2790 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [01:51:57.741389] Epoch: [135] [1180/2904] eta: 0:21:54 lr: 0.002308 loss: 0.1851 (0.1995) loss_rec_all: 0.2114 (0.2253) loss_rec_sfr: 0.2340 (0.2976) loss_cl: -0.2794 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [01:52:12.650252] Epoch: [135] [1200/2904] eta: 0:21:38 lr: 0.002308 loss: 0.1933 (0.1997) loss_rec_all: 0.2192 (0.2254) loss_rec_sfr: 0.2752 (0.2980) loss_cl: -0.2790 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [01:52:27.561423] Epoch: [135] [1220/2904] eta: 0:21:22 lr: 0.002308 loss: 0.1893 (0.1997) loss_rec_all: 0.2151 (0.2255) loss_rec_sfr: 0.2670 (0.2980) loss_cl: -0.2786 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [01:52:42.477454] Epoch: [135] [1240/2904] eta: 0:21:07 lr: 0.002308 loss: 0.1882 (0.1996) loss_rec_all: 0.2144 (0.2253) loss_rec_sfr: 0.2699 (0.2976) loss_cl: -0.2787 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [01:52:57.387639] Epoch: [135] [1260/2904] eta: 0:20:51 lr: 0.002308 loss: 0.1849 (0.1994) loss_rec_all: 0.2109 (0.2252) loss_rec_sfr: 0.2753 (0.2971) loss_cl: -0.2789 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [01:53:12.295349] Epoch: [135] [1280/2904] eta: 0:20:35 lr: 0.002308 loss: 0.1938 (0.1994) loss_rec_all: 0.2199 (0.2251) loss_rec_sfr: 0.2674 (0.2968) loss_cl: -0.2790 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [01:53:27.205865] Epoch: [135] [1300/2904] eta: 0:20:20 lr: 0.002308 loss: 0.1862 (0.1993) loss_rec_all: 0.2122 (0.2251) loss_rec_sfr: 0.2642 (0.2965) loss_cl: -0.2798 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [01:53:42.116179] Epoch: [135] [1320/2904] eta: 0:20:04 lr: 0.002308 loss: 0.1898 (0.1993) loss_rec_all: 0.2161 (0.2251) loss_rec_sfr: 0.2456 (0.2963) loss_cl: -0.2793 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [01:53:57.018845] Epoch: [135] [1340/2904] eta: 0:19:48 lr: 0.002308 loss: 0.1902 (0.1993) loss_rec_all: 0.2165 (0.2251) loss_rec_sfr: 0.2310 (0.2961) loss_cl: -0.2780 (-0.2787) time: 0.7451 data: 0.0002 max mem: 29860 [01:54:11.926806] Epoch: [135] [1360/2904] eta: 0:19:33 lr: 0.002308 loss: 0.1937 (0.1993) loss_rec_all: 0.2197 (0.2251) loss_rec_sfr: 0.2759 (0.2962) loss_cl: -0.2787 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [01:54:26.837413] Epoch: [135] [1380/2904] eta: 0:19:17 lr: 0.002308 loss: 0.1927 (0.1994) loss_rec_all: 0.2191 (0.2252) loss_rec_sfr: 0.2748 (0.2964) loss_cl: -0.2794 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [01:54:41.747223] Epoch: [135] [1400/2904] eta: 0:19:02 lr: 0.002308 loss: 0.1885 (0.1995) loss_rec_all: 0.2146 (0.2253) loss_rec_sfr: 0.2811 (0.2969) loss_cl: -0.2795 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [01:54:56.655726] Epoch: [135] [1420/2904] eta: 0:18:46 lr: 0.002308 loss: 0.1942 (0.1997) loss_rec_all: 0.2204 (0.2255) loss_rec_sfr: 0.3049 (0.2976) loss_cl: -0.2788 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [01:55:11.572650] Epoch: [135] [1440/2904] eta: 0:18:31 lr: 0.002308 loss: 0.1889 (0.1997) loss_rec_all: 0.2147 (0.2255) loss_rec_sfr: 0.2860 (0.2975) loss_cl: -0.2783 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [01:55:26.486978] Epoch: [135] [1460/2904] eta: 0:18:16 lr: 0.002308 loss: 0.1931 (0.1998) loss_rec_all: 0.2189 (0.2256) loss_rec_sfr: 0.2831 (0.2978) loss_cl: -0.2783 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [01:55:41.398362] Epoch: [135] [1480/2904] eta: 0:18:00 lr: 0.002308 loss: 0.1870 (0.1996) loss_rec_all: 0.2127 (0.2254) loss_rec_sfr: 0.2690 (0.2974) loss_cl: -0.2787 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [01:55:56.302749] Epoch: [135] [1500/2904] eta: 0:17:45 lr: 0.002308 loss: 0.1894 (0.1996) loss_rec_all: 0.2153 (0.2253) loss_rec_sfr: 0.2697 (0.2971) loss_cl: -0.2786 (-0.2787) time: 0.7452 data: 0.0002 max mem: 29860 [01:56:11.205206] Epoch: [135] [1520/2904] eta: 0:17:29 lr: 0.002308 loss: 0.1853 (0.1995) loss_rec_all: 0.2117 (0.2253) loss_rec_sfr: 0.2600 (0.2968) loss_cl: -0.2791 (-0.2787) time: 0.7451 data: 0.0002 max mem: 29860 [01:56:26.124152] Epoch: [135] [1540/2904] eta: 0:17:14 lr: 0.002308 loss: 0.1845 (0.1994) loss_rec_all: 0.2110 (0.2252) loss_rec_sfr: 0.2644 (0.2964) loss_cl: -0.2785 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [01:56:41.038342] Epoch: [135] [1560/2904] eta: 0:16:58 lr: 0.002308 loss: 0.1900 (0.1993) loss_rec_all: 0.2161 (0.2251) loss_rec_sfr: 0.2746 (0.2962) loss_cl: -0.2785 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [01:56:55.946613] Epoch: [135] [1580/2904] eta: 0:16:43 lr: 0.002308 loss: 0.1856 (0.1993) loss_rec_all: 0.2116 (0.2251) loss_rec_sfr: 0.2756 (0.2961) loss_cl: -0.2783 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [01:57:10.859841] Epoch: [135] [1600/2904] eta: 0:16:28 lr: 0.002308 loss: 0.1881 (0.1992) loss_rec_all: 0.2139 (0.2250) loss_rec_sfr: 0.2727 (0.2960) loss_cl: -0.2783 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [01:57:25.776324] Epoch: [135] [1620/2904] eta: 0:16:12 lr: 0.002308 loss: 0.1871 (0.1992) loss_rec_all: 0.2132 (0.2250) loss_rec_sfr: 0.2629 (0.2960) loss_cl: -0.2787 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [01:57:40.686076] Epoch: [135] [1640/2904] eta: 0:15:57 lr: 0.002308 loss: 0.1877 (0.1992) loss_rec_all: 0.2134 (0.2250) loss_rec_sfr: 0.2465 (0.2958) loss_cl: -0.2792 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [01:57:55.600193] Epoch: [135] [1660/2904] eta: 0:15:42 lr: 0.002308 loss: 0.1900 (0.1991) loss_rec_all: 0.2162 (0.2249) loss_rec_sfr: 0.2622 (0.2957) loss_cl: -0.2796 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [01:58:10.501692] Epoch: [135] [1680/2904] eta: 0:15:26 lr: 0.002308 loss: 0.1859 (0.1992) loss_rec_all: 0.2120 (0.2250) loss_rec_sfr: 0.2931 (0.2959) loss_cl: -0.2790 (-0.2787) time: 0.7450 data: 0.0002 max mem: 29860 [01:58:25.404429] Epoch: [135] [1700/2904] eta: 0:15:11 lr: 0.002308 loss: 0.1909 (0.1993) loss_rec_all: 0.2166 (0.2251) loss_rec_sfr: 0.2867 (0.2962) loss_cl: -0.2786 (-0.2787) time: 0.7451 data: 0.0002 max mem: 29860 [01:58:40.304342] Epoch: [135] [1720/2904] eta: 0:14:56 lr: 0.002308 loss: 0.1874 (0.1992) loss_rec_all: 0.2138 (0.2250) loss_rec_sfr: 0.2642 (0.2958) loss_cl: -0.2792 (-0.2787) time: 0.7450 data: 0.0002 max mem: 29860 [01:58:55.207187] Epoch: [135] [1740/2904] eta: 0:14:40 lr: 0.002308 loss: 0.1915 (0.1992) loss_rec_all: 0.2176 (0.2250) loss_rec_sfr: 0.2890 (0.2962) loss_cl: -0.2792 (-0.2787) time: 0.7451 data: 0.0002 max mem: 29860 [01:59:10.108974] Epoch: [135] [1760/2904] eta: 0:14:25 lr: 0.002308 loss: 0.1913 (0.1994) loss_rec_all: 0.2178 (0.2252) loss_rec_sfr: 0.2942 (0.2967) loss_cl: -0.2784 (-0.2787) time: 0.7450 data: 0.0002 max mem: 29860 [01:59:25.016757] Epoch: [135] [1780/2904] eta: 0:14:10 lr: 0.002307 loss: 0.1888 (0.1993) loss_rec_all: 0.2150 (0.2251) loss_rec_sfr: 0.2733 (0.2964) loss_cl: -0.2783 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [01:59:39.921544] Epoch: [135] [1800/2904] eta: 0:13:55 lr: 0.002307 loss: 0.1931 (0.1994) loss_rec_all: 0.2188 (0.2252) loss_rec_sfr: 0.2928 (0.2967) loss_cl: -0.2785 (-0.2787) time: 0.7452 data: 0.0002 max mem: 29860 [01:59:54.832971] Epoch: [135] [1820/2904] eta: 0:13:39 lr: 0.002307 loss: 0.1900 (0.1994) loss_rec_all: 0.2160 (0.2252) loss_rec_sfr: 0.2842 (0.2968) loss_cl: -0.2787 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [02:00:09.741137] Epoch: [135] [1840/2904] eta: 0:13:24 lr: 0.002307 loss: 0.1937 (0.1994) loss_rec_all: 0.2197 (0.2252) loss_rec_sfr: 0.2731 (0.2969) loss_cl: -0.2797 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [02:00:24.651442] Epoch: [135] [1860/2904] eta: 0:13:09 lr: 0.002307 loss: 0.1876 (0.1994) loss_rec_all: 0.2138 (0.2252) loss_rec_sfr: 0.2743 (0.2970) loss_cl: -0.2789 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [02:00:39.564734] Epoch: [135] [1880/2904] eta: 0:12:54 lr: 0.002307 loss: 0.1905 (0.1995) loss_rec_all: 0.2166 (0.2253) loss_rec_sfr: 0.2846 (0.2972) loss_cl: -0.2791 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [02:00:54.479403] Epoch: [135] [1900/2904] eta: 0:12:38 lr: 0.002307 loss: 0.1943 (0.1995) loss_rec_all: 0.2202 (0.2253) loss_rec_sfr: 0.2742 (0.2971) loss_cl: -0.2780 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [02:01:09.388461] Epoch: [135] [1920/2904] eta: 0:12:23 lr: 0.002307 loss: 0.1886 (0.1995) loss_rec_all: 0.2148 (0.2253) loss_rec_sfr: 0.2868 (0.2972) loss_cl: -0.2782 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [02:01:24.299010] Epoch: [135] [1940/2904] eta: 0:12:08 lr: 0.002307 loss: 0.1900 (0.1995) loss_rec_all: 0.2161 (0.2253) loss_rec_sfr: 0.2844 (0.2973) loss_cl: -0.2787 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [02:01:39.207073] Epoch: [135] [1960/2904] eta: 0:11:53 lr: 0.002307 loss: 0.1911 (0.1995) loss_rec_all: 0.2169 (0.2253) loss_rec_sfr: 0.2853 (0.2974) loss_cl: -0.2790 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [02:01:54.116701] Epoch: [135] [1980/2904] eta: 0:11:38 lr: 0.002307 loss: 0.1899 (0.1996) loss_rec_all: 0.2160 (0.2253) loss_rec_sfr: 0.2712 (0.2974) loss_cl: -0.2794 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [02:02:09.024643] Epoch: [135] [2000/2904] eta: 0:11:22 lr: 0.002307 loss: 0.1907 (0.1995) loss_rec_all: 0.2166 (0.2253) loss_rec_sfr: 0.2721 (0.2974) loss_cl: -0.2787 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [02:02:23.938732] Epoch: [135] [2020/2904] eta: 0:11:07 lr: 0.002307 loss: 0.1899 (0.1996) loss_rec_all: 0.2163 (0.2254) loss_rec_sfr: 0.2783 (0.2975) loss_cl: -0.2783 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [02:02:38.856581] Epoch: [135] [2040/2904] eta: 0:10:52 lr: 0.002307 loss: 0.1892 (0.1995) loss_rec_all: 0.2149 (0.2253) loss_rec_sfr: 0.2693 (0.2974) loss_cl: -0.2786 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [02:02:53.764621] Epoch: [135] [2060/2904] eta: 0:10:37 lr: 0.002307 loss: 0.1855 (0.1995) loss_rec_all: 0.2113 (0.2253) loss_rec_sfr: 0.2755 (0.2972) loss_cl: -0.2791 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [02:03:08.674008] Epoch: [135] [2080/2904] eta: 0:10:22 lr: 0.002307 loss: 0.1880 (0.1995) loss_rec_all: 0.2143 (0.2253) loss_rec_sfr: 0.2755 (0.2973) loss_cl: -0.2784 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [02:03:23.585791] Epoch: [135] [2100/2904] eta: 0:10:06 lr: 0.002307 loss: 0.1902 (0.1995) loss_rec_all: 0.2161 (0.2253) loss_rec_sfr: 0.2854 (0.2975) loss_cl: -0.2783 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [02:03:38.491003] Epoch: [135] [2120/2904] eta: 0:09:51 lr: 0.002307 loss: 0.1861 (0.1996) loss_rec_all: 0.2124 (0.2254) loss_rec_sfr: 0.2825 (0.2978) loss_cl: -0.2789 (-0.2787) time: 0.7452 data: 0.0002 max mem: 29860 [02:03:53.395421] Epoch: [135] [2140/2904] eta: 0:09:36 lr: 0.002307 loss: 0.1872 (0.1996) loss_rec_all: 0.2132 (0.2254) loss_rec_sfr: 0.2825 (0.2979) loss_cl: -0.2798 (-0.2787) time: 0.7452 data: 0.0002 max mem: 29860 [02:04:08.297931] Epoch: [135] [2160/2904] eta: 0:09:21 lr: 0.002307 loss: 0.1862 (0.1996) loss_rec_all: 0.2121 (0.2254) loss_rec_sfr: 0.2453 (0.2977) loss_cl: -0.2787 (-0.2787) time: 0.7451 data: 0.0002 max mem: 29860 [02:04:23.205350] Epoch: [135] [2180/2904] eta: 0:09:06 lr: 0.002307 loss: 0.1875 (0.1996) loss_rec_all: 0.2138 (0.2254) loss_rec_sfr: 0.2854 (0.2976) loss_cl: -0.2789 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [02:04:38.113982] Epoch: [135] [2200/2904] eta: 0:08:51 lr: 0.002307 loss: 0.1838 (0.1994) loss_rec_all: 0.2098 (0.2252) loss_rec_sfr: 0.2391 (0.2972) loss_cl: -0.2791 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [02:04:53.028995] Epoch: [135] [2220/2904] eta: 0:08:35 lr: 0.002307 loss: 0.1874 (0.1995) loss_rec_all: 0.2134 (0.2253) loss_rec_sfr: 0.2900 (0.2975) loss_cl: -0.2785 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [02:05:07.939669] Epoch: [135] [2240/2904] eta: 0:08:20 lr: 0.002307 loss: 0.1921 (0.1996) loss_rec_all: 0.2184 (0.2254) loss_rec_sfr: 0.2899 (0.2978) loss_cl: -0.2780 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [02:05:22.850959] Epoch: [135] [2260/2904] eta: 0:08:05 lr: 0.002307 loss: 0.1879 (0.1996) loss_rec_all: 0.2140 (0.2254) loss_rec_sfr: 0.2483 (0.2978) loss_cl: -0.2788 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [02:05:37.758730] Epoch: [135] [2280/2904] eta: 0:07:50 lr: 0.002307 loss: 0.1909 (0.1996) loss_rec_all: 0.2171 (0.2254) loss_rec_sfr: 0.2751 (0.2976) loss_cl: -0.2795 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [02:05:52.675096] Epoch: [135] [2300/2904] eta: 0:07:35 lr: 0.002307 loss: 0.1877 (0.1996) loss_rec_all: 0.2142 (0.2254) loss_rec_sfr: 0.2679 (0.2975) loss_cl: -0.2789 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [02:06:07.583756] Epoch: [135] [2320/2904] eta: 0:07:20 lr: 0.002307 loss: 0.1902 (0.1996) loss_rec_all: 0.2165 (0.2253) loss_rec_sfr: 0.2731 (0.2974) loss_cl: -0.2783 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [02:06:22.496276] Epoch: [135] [2340/2904] eta: 0:07:05 lr: 0.002307 loss: 0.1958 (0.1996) loss_rec_all: 0.2217 (0.2254) loss_rec_sfr: 0.2781 (0.2977) loss_cl: -0.2784 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [02:06:37.406629] Epoch: [135] [2360/2904] eta: 0:06:50 lr: 0.002307 loss: 0.1917 (0.1997) loss_rec_all: 0.2178 (0.2255) loss_rec_sfr: 0.2675 (0.2977) loss_cl: -0.2794 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [02:06:52.316082] Epoch: [135] [2380/2904] eta: 0:06:34 lr: 0.002307 loss: 0.1883 (0.1997) loss_rec_all: 0.2143 (0.2254) loss_rec_sfr: 0.2876 (0.2978) loss_cl: -0.2797 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [02:07:07.226069] Epoch: [135] [2400/2904] eta: 0:06:19 lr: 0.002307 loss: 0.1868 (0.1996) loss_rec_all: 0.2130 (0.2254) loss_rec_sfr: 0.2686 (0.2976) loss_cl: -0.2786 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [02:07:22.134636] Epoch: [135] [2420/2904] eta: 0:06:04 lr: 0.002307 loss: 0.1877 (0.1996) loss_rec_all: 0.2133 (0.2254) loss_rec_sfr: 0.2806 (0.2977) loss_cl: -0.2785 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [02:07:37.048112] Epoch: [135] [2440/2904] eta: 0:05:49 lr: 0.002307 loss: 0.1890 (0.1996) loss_rec_all: 0.2148 (0.2254) loss_rec_sfr: 0.2848 (0.2977) loss_cl: -0.2779 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [02:07:51.954479] Epoch: [135] [2460/2904] eta: 0:05:34 lr: 0.002307 loss: 0.1882 (0.1997) loss_rec_all: 0.2145 (0.2255) loss_rec_sfr: 0.2889 (0.2980) loss_cl: -0.2790 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [02:08:06.859183] Epoch: [135] [2480/2904] eta: 0:05:19 lr: 0.002307 loss: 0.1876 (0.1997) loss_rec_all: 0.2138 (0.2255) loss_rec_sfr: 0.2607 (0.2978) loss_cl: -0.2789 (-0.2787) time: 0.7452 data: 0.0002 max mem: 29860 [02:08:21.765738] Epoch: [135] [2500/2904] eta: 0:05:04 lr: 0.002307 loss: 0.1932 (0.1997) loss_rec_all: 0.2190 (0.2255) loss_rec_sfr: 0.2755 (0.2979) loss_cl: -0.2792 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [02:08:36.674255] Epoch: [135] [2520/2904] eta: 0:04:49 lr: 0.002307 loss: 0.1905 (0.1997) loss_rec_all: 0.2164 (0.2255) loss_rec_sfr: 0.2654 (0.2978) loss_cl: -0.2791 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [02:08:51.573602] Epoch: [135] [2540/2904] eta: 0:04:34 lr: 0.002307 loss: 0.1894 (0.1997) loss_rec_all: 0.2152 (0.2255) loss_rec_sfr: 0.2486 (0.2977) loss_cl: -0.2777 (-0.2787) time: 0.7449 data: 0.0002 max mem: 29860 [02:09:06.478750] Epoch: [135] [2560/2904] eta: 0:04:19 lr: 0.002307 loss: 0.1920 (0.1997) loss_rec_all: 0.2179 (0.2255) loss_rec_sfr: 0.2706 (0.2978) loss_cl: -0.2784 (-0.2787) time: 0.7452 data: 0.0002 max mem: 29860 [02:09:21.387017] Epoch: [135] [2580/2904] eta: 0:04:04 lr: 0.002307 loss: 0.1907 (0.1998) loss_rec_all: 0.2169 (0.2256) loss_rec_sfr: 0.2964 (0.2982) loss_cl: -0.2792 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [02:09:36.290082] Epoch: [135] [2600/2904] eta: 0:03:48 lr: 0.002307 loss: 0.1876 (0.1998) loss_rec_all: 0.2133 (0.2255) loss_rec_sfr: 0.2726 (0.2981) loss_cl: -0.2795 (-0.2787) time: 0.7451 data: 0.0002 max mem: 29860 [02:09:51.195146] Epoch: [135] [2620/2904] eta: 0:03:33 lr: 0.002307 loss: 0.1879 (0.1998) loss_rec_all: 0.2139 (0.2256) loss_rec_sfr: 0.2820 (0.2981) loss_cl: -0.2797 (-0.2787) time: 0.7452 data: 0.0002 max mem: 29860 [02:10:06.100100] Epoch: [135] [2640/2904] eta: 0:03:18 lr: 0.002307 loss: 0.1871 (0.1997) loss_rec_all: 0.2128 (0.2255) loss_rec_sfr: 0.2754 (0.2980) loss_cl: -0.2785 (-0.2787) time: 0.7452 data: 0.0002 max mem: 29860 [02:10:21.005715] Epoch: [135] [2660/2904] eta: 0:03:03 lr: 0.002307 loss: 0.1887 (0.1997) loss_rec_all: 0.2151 (0.2255) loss_rec_sfr: 0.2450 (0.2980) loss_cl: -0.2786 (-0.2787) time: 0.7452 data: 0.0002 max mem: 29860 [02:10:35.910228] Epoch: [135] [2680/2904] eta: 0:02:48 lr: 0.002307 loss: 0.1873 (0.1997) loss_rec_all: 0.2130 (0.2255) loss_rec_sfr: 0.2695 (0.2978) loss_cl: -0.2787 (-0.2787) time: 0.7452 data: 0.0002 max mem: 29860 [02:10:50.825070] Epoch: [135] [2700/2904] eta: 0:02:33 lr: 0.002307 loss: 0.1865 (0.1997) loss_rec_all: 0.2125 (0.2255) loss_rec_sfr: 0.2840 (0.2977) loss_cl: -0.2788 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [02:11:05.735597] Epoch: [135] [2720/2904] eta: 0:02:18 lr: 0.002307 loss: 0.1854 (0.1996) loss_rec_all: 0.2116 (0.2254) loss_rec_sfr: 0.2697 (0.2976) loss_cl: -0.2793 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [02:11:20.647893] Epoch: [135] [2740/2904] eta: 0:02:03 lr: 0.002307 loss: 0.1994 (0.1997) loss_rec_all: 0.2253 (0.2255) loss_rec_sfr: 0.2834 (0.2977) loss_cl: -0.2787 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [02:11:35.559557] Epoch: [135] [2760/2904] eta: 0:01:48 lr: 0.002307 loss: 0.1892 (0.1997) loss_rec_all: 0.2151 (0.2255) loss_rec_sfr: 0.2672 (0.2975) loss_cl: -0.2792 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [02:11:50.464567] Epoch: [135] [2780/2904] eta: 0:01:33 lr: 0.002307 loss: 0.1897 (0.1997) loss_rec_all: 0.2155 (0.2255) loss_rec_sfr: 0.2822 (0.2975) loss_cl: -0.2783 (-0.2787) time: 0.7452 data: 0.0002 max mem: 29860 [02:12:05.373409] Epoch: [135] [2800/2904] eta: 0:01:18 lr: 0.002307 loss: 0.1876 (0.1997) loss_rec_all: 0.2136 (0.2255) loss_rec_sfr: 0.2830 (0.2976) loss_cl: -0.2791 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [02:12:20.278867] Epoch: [135] [2820/2904] eta: 0:01:03 lr: 0.002307 loss: 0.1883 (0.1996) loss_rec_all: 0.2145 (0.2254) loss_rec_sfr: 0.2672 (0.2974) loss_cl: -0.2801 (-0.2787) time: 0.7452 data: 0.0002 max mem: 29860 [02:12:35.219259] Epoch: [135] [2840/2904] eta: 0:00:48 lr: 0.002307 loss: 0.1862 (0.1996) loss_rec_all: 0.2127 (0.2254) loss_rec_sfr: 0.2645 (0.2972) loss_cl: -0.2801 (-0.2788) time: 0.7470 data: 0.0023 max mem: 29860 [02:12:50.114201] Epoch: [135] [2860/2904] eta: 0:00:33 lr: 0.002307 loss: 0.1920 (0.1996) loss_rec_all: 0.2177 (0.2254) loss_rec_sfr: 0.2690 (0.2973) loss_cl: -0.2780 (-0.2787) time: 0.7447 data: 0.0001 max mem: 29860 [02:13:05.015198] Epoch: [135] [2880/2904] eta: 0:00:18 lr: 0.002307 loss: 0.1875 (0.1995) loss_rec_all: 0.2131 (0.2253) loss_rec_sfr: 0.2846 (0.2972) loss_cl: -0.2783 (-0.2787) time: 0.7450 data: 0.0001 max mem: 29860 [02:13:19.913844] Epoch: [135] [2900/2904] eta: 0:00:03 lr: 0.002307 loss: 0.1872 (0.1996) loss_rec_all: 0.2132 (0.2254) loss_rec_sfr: 0.2911 (0.2974) loss_cl: -0.2787 (-0.2787) time: 0.7449 data: 0.0001 max mem: 29860 [02:13:22.155205] Epoch: [135] [2903/2904] eta: 0:00:00 lr: 0.002307 loss: 0.1905 (0.1996) loss_rec_all: 0.2163 (0.2254) loss_rec_sfr: 0.2911 (0.2974) loss_cl: -0.2787 (-0.2787) time: 0.7449 data: 0.0001 max mem: 29860 [02:13:24.279857] Epoch: [135] Total time: 0:36:26 (0.7530 s / it) [02:13:24.287266] Averaged stats: lr: 0.002307 loss: 0.1905 (0.2019) loss_rec_all: 0.2163 (0.2253) loss_rec_sfr: 0.2911 (0.2971) loss_cl: -0.2787 (-0.2555) [02:13:24.292730] log_dir: ./checkpoint/VF2_ViT-B [02:13:41.823820] Epoch: [136] [ 0/2904] eta: 14:08:28 lr: 0.002307 loss: 0.1832 (0.1832) loss_rec_all: 0.2093 (0.2093) loss_rec_sfr: 0.2879 (0.2879) loss_cl: -0.2813 (-0.2813) time: 17.5304 data: 13.7829 max mem: 29860 [02:13:56.700933] Epoch: [136] [ 20/2904] eta: 1:14:10 lr: 0.002307 loss: 0.1865 (0.1948) loss_rec_all: 0.2124 (0.2207) loss_rec_sfr: 0.2807 (0.2865) loss_cl: -0.2788 (-0.2789) time: 0.7438 data: 0.0002 max mem: 29860 [02:14:11.575060] Epoch: [136] [ 40/2904] eta: 0:55:02 lr: 0.002307 loss: 0.1870 (0.1946) loss_rec_all: 0.2131 (0.2206) loss_rec_sfr: 0.2683 (0.2811) loss_cl: -0.2802 (-0.2794) time: 0.7437 data: 0.0002 max mem: 29860 [02:14:26.458439] Epoch: [136] [ 60/2904] eta: 0:48:18 lr: 0.002307 loss: 0.1890 (0.1951) loss_rec_all: 0.2151 (0.2210) loss_rec_sfr: 0.2819 (0.2863) loss_cl: -0.2793 (-0.2793) time: 0.7441 data: 0.0002 max mem: 29860 [02:14:41.342877] Epoch: [136] [ 80/2904] eta: 0:44:46 lr: 0.002307 loss: 0.1879 (0.1949) loss_rec_all: 0.2138 (0.2209) loss_rec_sfr: 0.2619 (0.2820) loss_cl: -0.2778 (-0.2790) time: 0.7442 data: 0.0002 max mem: 29860 [02:14:56.240140] Epoch: [136] [ 100/2904] eta: 0:42:32 lr: 0.002307 loss: 0.1935 (0.1972) loss_rec_all: 0.2192 (0.2231) loss_rec_sfr: 0.2872 (0.2910) loss_cl: -0.2780 (-0.2788) time: 0.7448 data: 0.0002 max mem: 29860 [02:15:11.167270] Epoch: [136] [ 120/2904] eta: 0:40:58 lr: 0.002307 loss: 0.1882 (0.1969) loss_rec_all: 0.2141 (0.2227) loss_rec_sfr: 0.2793 (0.2898) loss_cl: -0.2783 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [02:15:26.095551] Epoch: [136] [ 140/2904] eta: 0:39:47 lr: 0.002307 loss: 0.1907 (0.1967) loss_rec_all: 0.2168 (0.2226) loss_rec_sfr: 0.2743 (0.2888) loss_cl: -0.2788 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [02:15:41.022842] Epoch: [136] [ 160/2904] eta: 0:38:50 lr: 0.002307 loss: 0.1902 (0.1959) loss_rec_all: 0.2160 (0.2217) loss_rec_sfr: 0.2846 (0.2878) loss_cl: -0.2789 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [02:15:55.942934] Epoch: [136] [ 180/2904] eta: 0:38:02 lr: 0.002307 loss: 0.1847 (0.1956) loss_rec_all: 0.2104 (0.2215) loss_rec_sfr: 0.2789 (0.2874) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [02:16:10.876119] Epoch: [136] [ 200/2904] eta: 0:37:20 lr: 0.002307 loss: 0.1875 (0.1961) loss_rec_all: 0.2135 (0.2219) loss_rec_sfr: 0.2655 (0.2881) loss_cl: -0.2788 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [02:16:25.787700] Epoch: [136] [ 220/2904] eta: 0:36:44 lr: 0.002307 loss: 0.1942 (0.1965) loss_rec_all: 0.2202 (0.2223) loss_rec_sfr: 0.2701 (0.2885) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [02:16:40.717784] Epoch: [136] [ 240/2904] eta: 0:36:11 lr: 0.002307 loss: 0.1865 (0.1962) loss_rec_all: 0.2127 (0.2221) loss_rec_sfr: 0.2860 (0.2887) loss_cl: -0.2790 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [02:16:55.632845] Epoch: [136] [ 260/2904] eta: 0:35:40 lr: 0.002307 loss: 0.1866 (0.1959) loss_rec_all: 0.2124 (0.2218) loss_rec_sfr: 0.2526 (0.2875) loss_cl: -0.2800 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [02:17:10.569821] Epoch: [136] [ 280/2904] eta: 0:35:12 lr: 0.002307 loss: 0.1899 (0.1962) loss_rec_all: 0.2159 (0.2221) loss_rec_sfr: 0.2784 (0.2888) loss_cl: -0.2790 (-0.2789) time: 0.7468 data: 0.0002 max mem: 29860 [02:17:25.481881] Epoch: [136] [ 300/2904] eta: 0:34:46 lr: 0.002307 loss: 0.1913 (0.1969) loss_rec_all: 0.2174 (0.2228) loss_rec_sfr: 0.2760 (0.2907) loss_cl: -0.2795 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [02:17:40.396944] Epoch: [136] [ 320/2904] eta: 0:34:21 lr: 0.002307 loss: 0.1914 (0.1969) loss_rec_all: 0.2173 (0.2228) loss_rec_sfr: 0.2683 (0.2903) loss_cl: -0.2788 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [02:17:55.311915] Epoch: [136] [ 340/2904] eta: 0:33:57 lr: 0.002307 loss: 0.1924 (0.1968) loss_rec_all: 0.2184 (0.2227) loss_rec_sfr: 0.2912 (0.2904) loss_cl: -0.2792 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [02:18:10.225248] Epoch: [136] [ 360/2904] eta: 0:33:34 lr: 0.002307 loss: 0.1904 (0.1970) loss_rec_all: 0.2169 (0.2229) loss_rec_sfr: 0.2793 (0.2909) loss_cl: -0.2791 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [02:18:25.132247] Epoch: [136] [ 380/2904] eta: 0:33:12 lr: 0.002306 loss: 0.1943 (0.1973) loss_rec_all: 0.2199 (0.2231) loss_rec_sfr: 0.2949 (0.2920) loss_cl: -0.2792 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [02:18:40.040560] Epoch: [136] [ 400/2904] eta: 0:32:51 lr: 0.002306 loss: 0.1878 (0.1972) loss_rec_all: 0.2139 (0.2231) loss_rec_sfr: 0.2674 (0.2915) loss_cl: -0.2787 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [02:18:54.948225] Epoch: [136] [ 420/2904] eta: 0:32:30 lr: 0.002306 loss: 0.1878 (0.1972) loss_rec_all: 0.2138 (0.2231) loss_rec_sfr: 0.2637 (0.2911) loss_cl: -0.2779 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [02:19:09.861335] Epoch: [136] [ 440/2904] eta: 0:32:10 lr: 0.002306 loss: 0.1873 (0.1974) loss_rec_all: 0.2132 (0.2233) loss_rec_sfr: 0.2747 (0.2913) loss_cl: -0.2788 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [02:19:24.765981] Epoch: [136] [ 460/2904] eta: 0:31:50 lr: 0.002306 loss: 0.1856 (0.1973) loss_rec_all: 0.2119 (0.2232) loss_rec_sfr: 0.2402 (0.2904) loss_cl: -0.2794 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [02:19:39.673597] Epoch: [136] [ 480/2904] eta: 0:31:31 lr: 0.002306 loss: 0.1953 (0.1974) loss_rec_all: 0.2213 (0.2232) loss_rec_sfr: 0.2700 (0.2903) loss_cl: -0.2780 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [02:19:54.717596] Epoch: [136] [ 500/2904] eta: 0:31:13 lr: 0.002306 loss: 0.1892 (0.1975) loss_rec_all: 0.2150 (0.2234) loss_rec_sfr: 0.2830 (0.2908) loss_cl: -0.2788 (-0.2788) time: 0.7522 data: 0.0002 max mem: 29860 [02:20:09.621420] Epoch: [136] [ 520/2904] eta: 0:30:54 lr: 0.002306 loss: 0.1882 (0.1975) loss_rec_all: 0.2142 (0.2233) loss_rec_sfr: 0.2635 (0.2907) loss_cl: -0.2785 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [02:20:24.525632] Epoch: [136] [ 540/2904] eta: 0:30:36 lr: 0.002306 loss: 0.1885 (0.1973) loss_rec_all: 0.2143 (0.2232) loss_rec_sfr: 0.2767 (0.2901) loss_cl: -0.2784 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [02:20:39.429385] Epoch: [136] [ 560/2904] eta: 0:30:18 lr: 0.002306 loss: 0.1854 (0.1974) loss_rec_all: 0.2114 (0.2232) loss_rec_sfr: 0.2824 (0.2907) loss_cl: -0.2793 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [02:20:54.337415] Epoch: [136] [ 580/2904] eta: 0:30:00 lr: 0.002306 loss: 0.1888 (0.1975) loss_rec_all: 0.2147 (0.2234) loss_rec_sfr: 0.2750 (0.2913) loss_cl: -0.2796 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [02:21:09.248098] Epoch: [136] [ 600/2904] eta: 0:29:42 lr: 0.002306 loss: 0.1896 (0.1974) loss_rec_all: 0.2155 (0.2233) loss_rec_sfr: 0.2690 (0.2911) loss_cl: -0.2781 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [02:21:24.156440] Epoch: [136] [ 620/2904] eta: 0:29:24 lr: 0.002306 loss: 0.1874 (0.1976) loss_rec_all: 0.2137 (0.2234) loss_rec_sfr: 0.2734 (0.2916) loss_cl: -0.2788 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [02:21:39.066595] Epoch: [136] [ 640/2904] eta: 0:29:07 lr: 0.002306 loss: 0.1885 (0.1975) loss_rec_all: 0.2148 (0.2234) loss_rec_sfr: 0.2661 (0.2912) loss_cl: -0.2792 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [02:21:53.973404] Epoch: [136] [ 660/2904] eta: 0:28:50 lr: 0.002306 loss: 0.1861 (0.1975) loss_rec_all: 0.2125 (0.2234) loss_rec_sfr: 0.2736 (0.2913) loss_cl: -0.2795 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [02:22:08.877643] Epoch: [136] [ 680/2904] eta: 0:28:33 lr: 0.002306 loss: 0.1893 (0.1975) loss_rec_all: 0.2152 (0.2233) loss_rec_sfr: 0.2796 (0.2913) loss_cl: -0.2797 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [02:22:23.787197] Epoch: [136] [ 700/2904] eta: 0:28:16 lr: 0.002306 loss: 0.1892 (0.1976) loss_rec_all: 0.2150 (0.2235) loss_rec_sfr: 0.2753 (0.2916) loss_cl: -0.2797 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [02:22:38.699168] Epoch: [136] [ 720/2904] eta: 0:27:59 lr: 0.002306 loss: 0.1890 (0.1977) loss_rec_all: 0.2147 (0.2235) loss_rec_sfr: 0.2685 (0.2919) loss_cl: -0.2791 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [02:22:53.605621] Epoch: [136] [ 740/2904] eta: 0:27:42 lr: 0.002306 loss: 0.1861 (0.1977) loss_rec_all: 0.2117 (0.2236) loss_rec_sfr: 0.2870 (0.2924) loss_cl: -0.2780 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [02:23:08.517550] Epoch: [136] [ 760/2904] eta: 0:27:25 lr: 0.002306 loss: 0.1928 (0.1979) loss_rec_all: 0.2186 (0.2238) loss_rec_sfr: 0.2781 (0.2929) loss_cl: -0.2780 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [02:23:23.427976] Epoch: [136] [ 780/2904] eta: 0:27:09 lr: 0.002306 loss: 0.1862 (0.1979) loss_rec_all: 0.2121 (0.2237) loss_rec_sfr: 0.2881 (0.2931) loss_cl: -0.2781 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [02:23:38.340260] Epoch: [136] [ 800/2904] eta: 0:26:52 lr: 0.002306 loss: 0.1908 (0.1981) loss_rec_all: 0.2169 (0.2239) loss_rec_sfr: 0.2820 (0.2939) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [02:23:53.245618] Epoch: [136] [ 820/2904] eta: 0:26:36 lr: 0.002306 loss: 0.1938 (0.1983) loss_rec_all: 0.2196 (0.2242) loss_rec_sfr: 0.2804 (0.2948) loss_cl: -0.2799 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [02:24:08.167829] Epoch: [136] [ 840/2904] eta: 0:26:20 lr: 0.002306 loss: 0.1920 (0.1984) loss_rec_all: 0.2182 (0.2242) loss_rec_sfr: 0.2706 (0.2947) loss_cl: -0.2800 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [02:24:23.076757] Epoch: [136] [ 860/2904] eta: 0:26:03 lr: 0.002306 loss: 0.1878 (0.1982) loss_rec_all: 0.2136 (0.2240) loss_rec_sfr: 0.2732 (0.2942) loss_cl: -0.2785 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [02:24:37.980822] Epoch: [136] [ 880/2904] eta: 0:25:47 lr: 0.002306 loss: 0.1929 (0.1985) loss_rec_all: 0.2187 (0.2243) loss_rec_sfr: 0.2790 (0.2950) loss_cl: -0.2770 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [02:24:52.884856] Epoch: [136] [ 900/2904] eta: 0:25:31 lr: 0.002306 loss: 0.1857 (0.1984) loss_rec_all: 0.2121 (0.2242) loss_rec_sfr: 0.2756 (0.2947) loss_cl: -0.2778 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [02:25:07.790982] Epoch: [136] [ 920/2904] eta: 0:25:15 lr: 0.002306 loss: 0.1855 (0.1982) loss_rec_all: 0.2117 (0.2240) loss_rec_sfr: 0.2789 (0.2941) loss_cl: -0.2791 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [02:25:22.695038] Epoch: [136] [ 940/2904] eta: 0:24:59 lr: 0.002306 loss: 0.1896 (0.1982) loss_rec_all: 0.2157 (0.2240) loss_rec_sfr: 0.2868 (0.2942) loss_cl: -0.2792 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [02:25:37.601189] Epoch: [136] [ 960/2904] eta: 0:24:43 lr: 0.002306 loss: 0.1894 (0.1984) loss_rec_all: 0.2155 (0.2242) loss_rec_sfr: 0.2734 (0.2946) loss_cl: -0.2791 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [02:25:52.507775] Epoch: [136] [ 980/2904] eta: 0:24:27 lr: 0.002306 loss: 0.1852 (0.1981) loss_rec_all: 0.2111 (0.2240) loss_rec_sfr: 0.2680 (0.2940) loss_cl: -0.2780 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [02:26:07.416521] Epoch: [136] [1000/2904] eta: 0:24:11 lr: 0.002306 loss: 0.1906 (0.1981) loss_rec_all: 0.2168 (0.2239) loss_rec_sfr: 0.2757 (0.2938) loss_cl: -0.2787 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [02:26:22.320046] Epoch: [136] [1020/2904] eta: 0:23:55 lr: 0.002306 loss: 0.1924 (0.1982) loss_rec_all: 0.2186 (0.2240) loss_rec_sfr: 0.2715 (0.2942) loss_cl: -0.2797 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [02:26:37.222296] Epoch: [136] [1040/2904] eta: 0:23:39 lr: 0.002306 loss: 0.1890 (0.1982) loss_rec_all: 0.2150 (0.2240) loss_rec_sfr: 0.2752 (0.2942) loss_cl: -0.2797 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [02:26:52.126751] Epoch: [136] [1060/2904] eta: 0:23:23 lr: 0.002306 loss: 0.1908 (0.1982) loss_rec_all: 0.2166 (0.2240) loss_rec_sfr: 0.2766 (0.2942) loss_cl: -0.2791 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [02:27:07.035132] Epoch: [136] [1080/2904] eta: 0:23:08 lr: 0.002306 loss: 0.1892 (0.1982) loss_rec_all: 0.2155 (0.2240) loss_rec_sfr: 0.2739 (0.2941) loss_cl: -0.2791 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [02:27:21.939201] Epoch: [136] [1100/2904] eta: 0:22:52 lr: 0.002306 loss: 0.1920 (0.1982) loss_rec_all: 0.2178 (0.2240) loss_rec_sfr: 0.2926 (0.2944) loss_cl: -0.2784 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [02:27:36.844790] Epoch: [136] [1120/2904] eta: 0:22:36 lr: 0.002306 loss: 0.1865 (0.1982) loss_rec_all: 0.2123 (0.2240) loss_rec_sfr: 0.2711 (0.2942) loss_cl: -0.2790 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [02:27:51.754382] Epoch: [136] [1140/2904] eta: 0:22:21 lr: 0.002306 loss: 0.1902 (0.1982) loss_rec_all: 0.2156 (0.2240) loss_rec_sfr: 0.2739 (0.2941) loss_cl: -0.2794 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [02:28:06.660756] Epoch: [136] [1160/2904] eta: 0:22:05 lr: 0.002306 loss: 0.1912 (0.1982) loss_rec_all: 0.2169 (0.2240) loss_rec_sfr: 0.2905 (0.2942) loss_cl: -0.2789 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [02:28:21.568427] Epoch: [136] [1180/2904] eta: 0:21:49 lr: 0.002306 loss: 0.1875 (0.1980) loss_rec_all: 0.2135 (0.2238) loss_rec_sfr: 0.2680 (0.2936) loss_cl: -0.2790 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [02:28:36.476940] Epoch: [136] [1200/2904] eta: 0:21:34 lr: 0.002306 loss: 0.1948 (0.1980) loss_rec_all: 0.2209 (0.2238) loss_rec_sfr: 0.2684 (0.2934) loss_cl: -0.2785 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [02:28:51.384817] Epoch: [136] [1220/2904] eta: 0:21:18 lr: 0.002306 loss: 0.1860 (0.1980) loss_rec_all: 0.2120 (0.2238) loss_rec_sfr: 0.2746 (0.2934) loss_cl: -0.2788 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [02:29:06.290850] Epoch: [136] [1240/2904] eta: 0:21:03 lr: 0.002306 loss: 0.1923 (0.1982) loss_rec_all: 0.2184 (0.2240) loss_rec_sfr: 0.2768 (0.2940) loss_cl: -0.2786 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [02:29:21.198931] Epoch: [136] [1260/2904] eta: 0:20:47 lr: 0.002306 loss: 0.1899 (0.1982) loss_rec_all: 0.2160 (0.2241) loss_rec_sfr: 0.2863 (0.2941) loss_cl: -0.2797 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [02:29:36.107599] Epoch: [136] [1280/2904] eta: 0:20:31 lr: 0.002306 loss: 0.1924 (0.1982) loss_rec_all: 0.2184 (0.2241) loss_rec_sfr: 0.2751 (0.2940) loss_cl: -0.2799 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [02:29:51.008776] Epoch: [136] [1300/2904] eta: 0:20:16 lr: 0.002306 loss: 0.1917 (0.1983) loss_rec_all: 0.2174 (0.2241) loss_rec_sfr: 0.2727 (0.2941) loss_cl: -0.2776 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [02:30:05.911776] Epoch: [136] [1320/2904] eta: 0:20:00 lr: 0.002306 loss: 0.1863 (0.1982) loss_rec_all: 0.2122 (0.2240) loss_rec_sfr: 0.2787 (0.2939) loss_cl: -0.2787 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [02:30:20.815933] Epoch: [136] [1340/2904] eta: 0:19:45 lr: 0.002306 loss: 0.1857 (0.1980) loss_rec_all: 0.2116 (0.2238) loss_rec_sfr: 0.2414 (0.2931) loss_cl: -0.2791 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [02:30:35.719852] Epoch: [136] [1360/2904] eta: 0:19:30 lr: 0.002306 loss: 0.1877 (0.1980) loss_rec_all: 0.2140 (0.2238) loss_rec_sfr: 0.2771 (0.2931) loss_cl: -0.2784 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [02:30:50.632102] Epoch: [136] [1380/2904] eta: 0:19:14 lr: 0.002306 loss: 0.1892 (0.1980) loss_rec_all: 0.2154 (0.2239) loss_rec_sfr: 0.2738 (0.2932) loss_cl: -0.2797 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [02:31:05.536271] Epoch: [136] [1400/2904] eta: 0:18:59 lr: 0.002306 loss: 0.1907 (0.1980) loss_rec_all: 0.2166 (0.2238) loss_rec_sfr: 0.2729 (0.2931) loss_cl: -0.2794 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [02:31:20.437994] Epoch: [136] [1420/2904] eta: 0:18:43 lr: 0.002306 loss: 0.1893 (0.1981) loss_rec_all: 0.2151 (0.2239) loss_rec_sfr: 0.2704 (0.2932) loss_cl: -0.2777 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [02:31:35.345323] Epoch: [136] [1440/2904] eta: 0:18:28 lr: 0.002306 loss: 0.1875 (0.1980) loss_rec_all: 0.2133 (0.2238) loss_rec_sfr: 0.2814 (0.2931) loss_cl: -0.2783 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [02:31:50.249267] Epoch: [136] [1460/2904] eta: 0:18:13 lr: 0.002306 loss: 0.1893 (0.1979) loss_rec_all: 0.2153 (0.2237) loss_rec_sfr: 0.2821 (0.2928) loss_cl: -0.2798 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [02:32:05.162684] Epoch: [136] [1480/2904] eta: 0:17:57 lr: 0.002306 loss: 0.1875 (0.1980) loss_rec_all: 0.2134 (0.2239) loss_rec_sfr: 0.2903 (0.2933) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [02:32:20.070539] Epoch: [136] [1500/2904] eta: 0:17:42 lr: 0.002306 loss: 0.1886 (0.1981) loss_rec_all: 0.2149 (0.2239) loss_rec_sfr: 0.2819 (0.2935) loss_cl: -0.2787 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [02:32:34.985268] Epoch: [136] [1520/2904] eta: 0:17:26 lr: 0.002306 loss: 0.1912 (0.1981) loss_rec_all: 0.2174 (0.2239) loss_rec_sfr: 0.2573 (0.2935) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [02:32:49.897268] Epoch: [136] [1540/2904] eta: 0:17:11 lr: 0.002306 loss: 0.1920 (0.1982) loss_rec_all: 0.2178 (0.2241) loss_rec_sfr: 0.2868 (0.2940) loss_cl: -0.2793 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [02:33:04.804741] Epoch: [136] [1560/2904] eta: 0:16:56 lr: 0.002306 loss: 0.1885 (0.1982) loss_rec_all: 0.2144 (0.2240) loss_rec_sfr: 0.2641 (0.2938) loss_cl: -0.2778 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [02:33:19.710503] Epoch: [136] [1580/2904] eta: 0:16:41 lr: 0.002306 loss: 0.1885 (0.1982) loss_rec_all: 0.2144 (0.2240) loss_rec_sfr: 0.2724 (0.2936) loss_cl: -0.2789 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [02:33:34.620085] Epoch: [136] [1600/2904] eta: 0:16:25 lr: 0.002306 loss: 0.1880 (0.1980) loss_rec_all: 0.2144 (0.2238) loss_rec_sfr: 0.2787 (0.2932) loss_cl: -0.2793 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [02:33:49.527779] Epoch: [136] [1620/2904] eta: 0:16:10 lr: 0.002306 loss: 0.1888 (0.1981) loss_rec_all: 0.2150 (0.2239) loss_rec_sfr: 0.2805 (0.2936) loss_cl: -0.2797 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [02:34:04.436344] Epoch: [136] [1640/2904] eta: 0:15:55 lr: 0.002306 loss: 0.1896 (0.1981) loss_rec_all: 0.2155 (0.2239) loss_rec_sfr: 0.2759 (0.2935) loss_cl: -0.2798 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [02:34:19.347997] Epoch: [136] [1660/2904] eta: 0:15:39 lr: 0.002306 loss: 0.1888 (0.1980) loss_rec_all: 0.2148 (0.2239) loss_rec_sfr: 0.2795 (0.2935) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [02:34:34.271260] Epoch: [136] [1680/2904] eta: 0:15:24 lr: 0.002306 loss: 0.1879 (0.1980) loss_rec_all: 0.2138 (0.2238) loss_rec_sfr: 0.2632 (0.2933) loss_cl: -0.2793 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [02:34:49.175730] Epoch: [136] [1700/2904] eta: 0:15:09 lr: 0.002306 loss: 0.1925 (0.1981) loss_rec_all: 0.2188 (0.2240) loss_rec_sfr: 0.2855 (0.2938) loss_cl: -0.2789 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [02:35:04.076267] Epoch: [136] [1720/2904] eta: 0:14:54 lr: 0.002306 loss: 0.1848 (0.1981) loss_rec_all: 0.2109 (0.2239) loss_rec_sfr: 0.2810 (0.2938) loss_cl: -0.2781 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [02:35:18.982728] Epoch: [136] [1740/2904] eta: 0:14:38 lr: 0.002306 loss: 0.1858 (0.1981) loss_rec_all: 0.2124 (0.2239) loss_rec_sfr: 0.2813 (0.2937) loss_cl: -0.2787 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [02:35:33.882212] Epoch: [136] [1760/2904] eta: 0:14:23 lr: 0.002306 loss: 0.1860 (0.1981) loss_rec_all: 0.2119 (0.2239) loss_rec_sfr: 0.2549 (0.2938) loss_cl: -0.2780 (-0.2788) time: 0.7449 data: 0.0002 max mem: 29860 [02:35:48.784334] Epoch: [136] [1780/2904] eta: 0:14:08 lr: 0.002306 loss: 0.1880 (0.1981) loss_rec_all: 0.2139 (0.2239) loss_rec_sfr: 0.2748 (0.2937) loss_cl: -0.2798 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [02:36:03.689259] Epoch: [136] [1800/2904] eta: 0:13:53 lr: 0.002306 loss: 0.1851 (0.1980) loss_rec_all: 0.2108 (0.2239) loss_rec_sfr: 0.2437 (0.2934) loss_cl: -0.2787 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [02:36:18.612639] Epoch: [136] [1820/2904] eta: 0:13:38 lr: 0.002306 loss: 0.1896 (0.1979) loss_rec_all: 0.2153 (0.2237) loss_rec_sfr: 0.2502 (0.2929) loss_cl: -0.2779 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [02:36:33.515141] Epoch: [136] [1840/2904] eta: 0:13:22 lr: 0.002306 loss: 0.1863 (0.1979) loss_rec_all: 0.2128 (0.2238) loss_rec_sfr: 0.2727 (0.2929) loss_cl: -0.2791 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [02:36:48.419812] Epoch: [136] [1860/2904] eta: 0:13:07 lr: 0.002306 loss: 0.1890 (0.1980) loss_rec_all: 0.2148 (0.2238) loss_rec_sfr: 0.2759 (0.2930) loss_cl: -0.2794 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [02:37:03.336498] Epoch: [136] [1880/2904] eta: 0:12:52 lr: 0.002306 loss: 0.1907 (0.1980) loss_rec_all: 0.2166 (0.2239) loss_rec_sfr: 0.2793 (0.2931) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [02:37:18.245558] Epoch: [136] [1900/2904] eta: 0:12:37 lr: 0.002305 loss: 0.1897 (0.1981) loss_rec_all: 0.2161 (0.2239) loss_rec_sfr: 0.2762 (0.2932) loss_cl: -0.2798 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [02:37:33.158898] Epoch: [136] [1920/2904] eta: 0:12:22 lr: 0.002305 loss: 0.1867 (0.1980) loss_rec_all: 0.2129 (0.2239) loss_rec_sfr: 0.2870 (0.2933) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [02:37:48.067701] Epoch: [136] [1940/2904] eta: 0:12:06 lr: 0.002305 loss: 0.1916 (0.1981) loss_rec_all: 0.2178 (0.2239) loss_rec_sfr: 0.2824 (0.2935) loss_cl: -0.2787 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [02:38:02.973997] Epoch: [136] [1960/2904] eta: 0:11:51 lr: 0.002305 loss: 0.1854 (0.1980) loss_rec_all: 0.2116 (0.2238) loss_rec_sfr: 0.2716 (0.2933) loss_cl: -0.2775 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [02:38:17.873725] Epoch: [136] [1980/2904] eta: 0:11:36 lr: 0.002305 loss: 0.1868 (0.1980) loss_rec_all: 0.2129 (0.2238) loss_rec_sfr: 0.2638 (0.2931) loss_cl: -0.2784 (-0.2788) time: 0.7449 data: 0.0002 max mem: 29860 [02:38:32.784791] Epoch: [136] [2000/2904] eta: 0:11:21 lr: 0.002305 loss: 0.1876 (0.1980) loss_rec_all: 0.2134 (0.2238) loss_rec_sfr: 0.2780 (0.2932) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [02:38:47.691937] Epoch: [136] [2020/2904] eta: 0:11:06 lr: 0.002305 loss: 0.1868 (0.1980) loss_rec_all: 0.2130 (0.2238) loss_rec_sfr: 0.2362 (0.2930) loss_cl: -0.2792 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [02:39:02.599300] Epoch: [136] [2040/2904] eta: 0:10:51 lr: 0.002305 loss: 0.1922 (0.1981) loss_rec_all: 0.2180 (0.2239) loss_rec_sfr: 0.2771 (0.2934) loss_cl: -0.2783 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [02:39:17.503057] Epoch: [136] [2060/2904] eta: 0:10:36 lr: 0.002305 loss: 0.1908 (0.1982) loss_rec_all: 0.2169 (0.2240) loss_rec_sfr: 0.2766 (0.2934) loss_cl: -0.2792 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [02:39:32.412355] Epoch: [136] [2080/2904] eta: 0:10:20 lr: 0.002305 loss: 0.1856 (0.1981) loss_rec_all: 0.2120 (0.2240) loss_rec_sfr: 0.2631 (0.2934) loss_cl: -0.2796 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [02:39:47.321450] Epoch: [136] [2100/2904] eta: 0:10:05 lr: 0.002305 loss: 0.1858 (0.1981) loss_rec_all: 0.2120 (0.2239) loss_rec_sfr: 0.2455 (0.2932) loss_cl: -0.2786 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [02:40:02.230439] Epoch: [136] [2120/2904] eta: 0:09:50 lr: 0.002305 loss: 0.1874 (0.1982) loss_rec_all: 0.2136 (0.2240) loss_rec_sfr: 0.2852 (0.2934) loss_cl: -0.2771 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [02:40:17.135004] Epoch: [136] [2140/2904] eta: 0:09:35 lr: 0.002305 loss: 0.1868 (0.1981) loss_rec_all: 0.2131 (0.2239) loss_rec_sfr: 0.2806 (0.2933) loss_cl: -0.2798 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [02:40:32.043396] Epoch: [136] [2160/2904] eta: 0:09:20 lr: 0.002305 loss: 0.1902 (0.1982) loss_rec_all: 0.2162 (0.2240) loss_rec_sfr: 0.2808 (0.2935) loss_cl: -0.2797 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [02:40:46.949645] Epoch: [136] [2180/2904] eta: 0:09:05 lr: 0.002305 loss: 0.1861 (0.1981) loss_rec_all: 0.2122 (0.2240) loss_rec_sfr: 0.2770 (0.2935) loss_cl: -0.2788 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [02:41:01.857431] Epoch: [136] [2200/2904] eta: 0:08:50 lr: 0.002305 loss: 0.1887 (0.1982) loss_rec_all: 0.2145 (0.2240) loss_rec_sfr: 0.2809 (0.2936) loss_cl: -0.2788 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [02:41:16.763918] Epoch: [136] [2220/2904] eta: 0:08:35 lr: 0.002305 loss: 0.1858 (0.1982) loss_rec_all: 0.2120 (0.2240) loss_rec_sfr: 0.2557 (0.2935) loss_cl: -0.2784 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [02:41:31.666291] Epoch: [136] [2240/2904] eta: 0:08:19 lr: 0.002305 loss: 0.1928 (0.1982) loss_rec_all: 0.2184 (0.2240) loss_rec_sfr: 0.2735 (0.2936) loss_cl: -0.2791 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [02:41:46.562537] Epoch: [136] [2260/2904] eta: 0:08:04 lr: 0.002305 loss: 0.1885 (0.1982) loss_rec_all: 0.2144 (0.2240) loss_rec_sfr: 0.2835 (0.2935) loss_cl: -0.2790 (-0.2788) time: 0.7448 data: 0.0002 max mem: 29860 [02:42:01.470259] Epoch: [136] [2280/2904] eta: 0:07:49 lr: 0.002305 loss: 0.1863 (0.1981) loss_rec_all: 0.2122 (0.2239) loss_rec_sfr: 0.2801 (0.2934) loss_cl: -0.2790 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [02:42:16.379506] Epoch: [136] [2300/2904] eta: 0:07:34 lr: 0.002305 loss: 0.1922 (0.1981) loss_rec_all: 0.2178 (0.2240) loss_rec_sfr: 0.2792 (0.2935) loss_cl: -0.2793 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [02:42:31.290890] Epoch: [136] [2320/2904] eta: 0:07:19 lr: 0.002305 loss: 0.1993 (0.1983) loss_rec_all: 0.2253 (0.2241) loss_rec_sfr: 0.2993 (0.2941) loss_cl: -0.2784 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [02:42:46.198969] Epoch: [136] [2340/2904] eta: 0:07:04 lr: 0.002305 loss: 0.1867 (0.1983) loss_rec_all: 0.2131 (0.2241) loss_rec_sfr: 0.2642 (0.2941) loss_cl: -0.2783 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [02:43:01.101658] Epoch: [136] [2360/2904] eta: 0:06:49 lr: 0.002305 loss: 0.1845 (0.1983) loss_rec_all: 0.2108 (0.2241) loss_rec_sfr: 0.2411 (0.2939) loss_cl: -0.2787 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [02:43:16.013657] Epoch: [136] [2380/2904] eta: 0:06:34 lr: 0.002305 loss: 0.1921 (0.1983) loss_rec_all: 0.2181 (0.2241) loss_rec_sfr: 0.3043 (0.2941) loss_cl: -0.2780 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [02:43:30.919099] Epoch: [136] [2400/2904] eta: 0:06:19 lr: 0.002305 loss: 0.1903 (0.1983) loss_rec_all: 0.2160 (0.2241) loss_rec_sfr: 0.2806 (0.2941) loss_cl: -0.2789 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [02:43:45.825412] Epoch: [136] [2420/2904] eta: 0:06:04 lr: 0.002305 loss: 0.1891 (0.1983) loss_rec_all: 0.2154 (0.2242) loss_rec_sfr: 0.2791 (0.2942) loss_cl: -0.2793 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [02:44:00.728595] Epoch: [136] [2440/2904] eta: 0:05:49 lr: 0.002305 loss: 0.1885 (0.1983) loss_rec_all: 0.2147 (0.2241) loss_rec_sfr: 0.2671 (0.2941) loss_cl: -0.2790 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [02:44:15.638005] Epoch: [136] [2460/2904] eta: 0:05:33 lr: 0.002305 loss: 0.1874 (0.1983) loss_rec_all: 0.2133 (0.2241) loss_rec_sfr: 0.2786 (0.2941) loss_cl: -0.2791 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [02:44:30.545664] Epoch: [136] [2480/2904] eta: 0:05:18 lr: 0.002305 loss: 0.1884 (0.1983) loss_rec_all: 0.2141 (0.2241) loss_rec_sfr: 0.2900 (0.2942) loss_cl: -0.2778 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [02:44:45.455205] Epoch: [136] [2500/2904] eta: 0:05:03 lr: 0.002305 loss: 0.1867 (0.1983) loss_rec_all: 0.2127 (0.2241) loss_rec_sfr: 0.2676 (0.2943) loss_cl: -0.2777 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [02:45:00.364248] Epoch: [136] [2520/2904] eta: 0:04:48 lr: 0.002305 loss: 0.1873 (0.1983) loss_rec_all: 0.2134 (0.2241) loss_rec_sfr: 0.2669 (0.2940) loss_cl: -0.2792 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [02:45:15.266754] Epoch: [136] [2540/2904] eta: 0:04:33 lr: 0.002305 loss: 0.1911 (0.1983) loss_rec_all: 0.2171 (0.2241) loss_rec_sfr: 0.2707 (0.2940) loss_cl: -0.2794 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [02:45:30.172518] Epoch: [136] [2560/2904] eta: 0:04:18 lr: 0.002305 loss: 0.1894 (0.1983) loss_rec_all: 0.2156 (0.2241) loss_rec_sfr: 0.2648 (0.2940) loss_cl: -0.2795 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [02:45:45.082055] Epoch: [136] [2580/2904] eta: 0:04:03 lr: 0.002305 loss: 0.1912 (0.1983) loss_rec_all: 0.2174 (0.2242) loss_rec_sfr: 0.2868 (0.2943) loss_cl: -0.2783 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [02:45:59.983686] Epoch: [136] [2600/2904] eta: 0:03:48 lr: 0.002305 loss: 0.1902 (0.1984) loss_rec_all: 0.2161 (0.2242) loss_rec_sfr: 0.2733 (0.2943) loss_cl: -0.2787 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [02:46:14.884875] Epoch: [136] [2620/2904] eta: 0:03:33 lr: 0.002305 loss: 0.1899 (0.1983) loss_rec_all: 0.2158 (0.2242) loss_rec_sfr: 0.2634 (0.2942) loss_cl: -0.2789 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [02:46:29.795435] Epoch: [136] [2640/2904] eta: 0:03:18 lr: 0.002305 loss: 0.1879 (0.1983) loss_rec_all: 0.2137 (0.2241) loss_rec_sfr: 0.2864 (0.2942) loss_cl: -0.2793 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [02:46:44.699636] Epoch: [136] [2660/2904] eta: 0:03:03 lr: 0.002305 loss: 0.1855 (0.1983) loss_rec_all: 0.2114 (0.2241) loss_rec_sfr: 0.2671 (0.2940) loss_cl: -0.2787 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [02:46:59.602232] Epoch: [136] [2680/2904] eta: 0:02:48 lr: 0.002305 loss: 0.1874 (0.1982) loss_rec_all: 0.2133 (0.2240) loss_rec_sfr: 0.2845 (0.2939) loss_cl: -0.2795 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [02:47:14.508981] Epoch: [136] [2700/2904] eta: 0:02:33 lr: 0.002305 loss: 0.1885 (0.1982) loss_rec_all: 0.2150 (0.2240) loss_rec_sfr: 0.2487 (0.2938) loss_cl: -0.2789 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [02:47:29.420789] Epoch: [136] [2720/2904] eta: 0:02:18 lr: 0.002305 loss: 0.1866 (0.1982) loss_rec_all: 0.2123 (0.2240) loss_rec_sfr: 0.2790 (0.2938) loss_cl: -0.2784 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [02:47:44.327449] Epoch: [136] [2740/2904] eta: 0:02:03 lr: 0.002305 loss: 0.1852 (0.1981) loss_rec_all: 0.2116 (0.2240) loss_rec_sfr: 0.2361 (0.2935) loss_cl: -0.2787 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [02:47:59.227592] Epoch: [136] [2760/2904] eta: 0:01:48 lr: 0.002305 loss: 0.1898 (0.1981) loss_rec_all: 0.2158 (0.2240) loss_rec_sfr: 0.2686 (0.2935) loss_cl: -0.2793 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [02:48:14.131932] Epoch: [136] [2780/2904] eta: 0:01:33 lr: 0.002305 loss: 0.1882 (0.1981) loss_rec_all: 0.2142 (0.2240) loss_rec_sfr: 0.2822 (0.2935) loss_cl: -0.2800 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [02:48:29.044104] Epoch: [136] [2800/2904] eta: 0:01:18 lr: 0.002305 loss: 0.1832 (0.1981) loss_rec_all: 0.2091 (0.2240) loss_rec_sfr: 0.2833 (0.2936) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [02:48:43.951389] Epoch: [136] [2820/2904] eta: 0:01:03 lr: 0.002305 loss: 0.1901 (0.1982) loss_rec_all: 0.2164 (0.2240) loss_rec_sfr: 0.2706 (0.2938) loss_cl: -0.2781 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [02:48:58.888784] Epoch: [136] [2840/2904] eta: 0:00:48 lr: 0.002305 loss: 0.1871 (0.1982) loss_rec_all: 0.2132 (0.2240) loss_rec_sfr: 0.2585 (0.2936) loss_cl: -0.2775 (-0.2788) time: 0.7468 data: 0.0023 max mem: 29860 [02:49:13.776546] Epoch: [136] [2860/2904] eta: 0:00:33 lr: 0.002305 loss: 0.1912 (0.1982) loss_rec_all: 0.2175 (0.2240) loss_rec_sfr: 0.2733 (0.2935) loss_cl: -0.2789 (-0.2788) time: 0.7443 data: 0.0001 max mem: 29860 [02:49:28.666677] Epoch: [136] [2880/2904] eta: 0:00:18 lr: 0.002305 loss: 0.1881 (0.1982) loss_rec_all: 0.2139 (0.2240) loss_rec_sfr: 0.2674 (0.2935) loss_cl: -0.2793 (-0.2788) time: 0.7445 data: 0.0001 max mem: 29860 [02:49:43.559684] Epoch: [136] [2900/2904] eta: 0:00:03 lr: 0.002305 loss: 0.1876 (0.1982) loss_rec_all: 0.2134 (0.2240) loss_rec_sfr: 0.2435 (0.2934) loss_cl: -0.2790 (-0.2788) time: 0.7446 data: 0.0001 max mem: 29860 [02:49:45.800647] Epoch: [136] [2903/2904] eta: 0:00:00 lr: 0.002305 loss: 0.1898 (0.1981) loss_rec_all: 0.2164 (0.2240) loss_rec_sfr: 0.2548 (0.2933) loss_cl: -0.2794 (-0.2788) time: 0.7446 data: 0.0001 max mem: 29860 [02:49:47.874918] Epoch: [136] Total time: 0:36:23 (0.7519 s / it) [02:49:47.891249] Averaged stats: lr: 0.002305 loss: 0.1898 (0.2014) loss_rec_all: 0.2164 (0.2248) loss_rec_sfr: 0.2548 (0.2957) loss_cl: -0.2794 (-0.2555) [02:49:47.895920] log_dir: ./checkpoint/VF2_ViT-B [02:50:03.607454] Epoch: [137] [ 0/2904] eta: 12:40:23 lr: 0.002305 loss: 0.1845 (0.1845) loss_rec_all: 0.2102 (0.2102) loss_rec_sfr: 0.2894 (0.2894) loss_cl: -0.2775 (-0.2775) time: 15.7106 data: 14.1695 max mem: 29860 [02:50:21.296647] Epoch: [137] [ 20/2904] eta: 1:16:26 lr: 0.002305 loss: 0.1899 (0.1994) loss_rec_all: 0.2158 (0.2252) loss_rec_sfr: 0.2746 (0.2977) loss_cl: -0.2793 (-0.2790) time: 0.8844 data: 0.0002 max mem: 29860 [02:50:36.175579] Epoch: [137] [ 40/2904] eta: 0:56:12 lr: 0.002305 loss: 0.1903 (0.1980) loss_rec_all: 0.2163 (0.2238) loss_rec_sfr: 0.2729 (0.2931) loss_cl: -0.2790 (-0.2789) time: 0.7439 data: 0.0002 max mem: 29860 [02:50:51.061874] Epoch: [137] [ 60/2904] eta: 0:49:04 lr: 0.002305 loss: 0.1923 (0.1992) loss_rec_all: 0.2186 (0.2250) loss_rec_sfr: 0.2805 (0.2959) loss_cl: -0.2776 (-0.2785) time: 0.7443 data: 0.0003 max mem: 29860 [02:51:05.955973] Epoch: [137] [ 80/2904] eta: 0:45:21 lr: 0.002305 loss: 0.1915 (0.2008) loss_rec_all: 0.2178 (0.2265) loss_rec_sfr: 0.2847 (0.2993) loss_cl: -0.2780 (-0.2784) time: 0.7447 data: 0.0002 max mem: 29860 [02:51:20.860679] Epoch: [137] [ 100/2904] eta: 0:43:00 lr: 0.002305 loss: 0.1906 (0.1999) loss_rec_all: 0.2164 (0.2257) loss_rec_sfr: 0.2715 (0.2952) loss_cl: -0.2805 (-0.2788) time: 0.7452 data: 0.0003 max mem: 29860 [02:51:35.774916] Epoch: [137] [ 120/2904] eta: 0:41:21 lr: 0.002305 loss: 0.1863 (0.1987) loss_rec_all: 0.2123 (0.2245) loss_rec_sfr: 0.2720 (0.2915) loss_cl: -0.2794 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [02:51:50.703085] Epoch: [137] [ 140/2904] eta: 0:40:07 lr: 0.002305 loss: 0.1905 (0.1997) loss_rec_all: 0.2161 (0.2255) loss_rec_sfr: 0.2822 (0.2954) loss_cl: -0.2779 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [02:52:05.626118] Epoch: [137] [ 160/2904] eta: 0:39:07 lr: 0.002305 loss: 0.1852 (0.1994) loss_rec_all: 0.2116 (0.2252) loss_rec_sfr: 0.2620 (0.2937) loss_cl: -0.2784 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [02:52:20.540605] Epoch: [137] [ 180/2904] eta: 0:38:17 lr: 0.002305 loss: 0.1859 (0.1988) loss_rec_all: 0.2124 (0.2247) loss_rec_sfr: 0.2646 (0.2922) loss_cl: -0.2790 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [02:52:35.477203] Epoch: [137] [ 200/2904] eta: 0:37:34 lr: 0.002305 loss: 0.1889 (0.1996) loss_rec_all: 0.2151 (0.2254) loss_rec_sfr: 0.2558 (0.2939) loss_cl: -0.2793 (-0.2787) time: 0.7468 data: 0.0002 max mem: 29860 [02:52:50.386813] Epoch: [137] [ 220/2904] eta: 0:36:56 lr: 0.002305 loss: 0.1910 (0.1994) loss_rec_all: 0.2167 (0.2252) loss_rec_sfr: 0.2677 (0.2933) loss_cl: -0.2784 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [02:53:05.320867] Epoch: [137] [ 240/2904] eta: 0:36:22 lr: 0.002305 loss: 0.1885 (0.1993) loss_rec_all: 0.2145 (0.2251) loss_rec_sfr: 0.2797 (0.2936) loss_cl: -0.2789 (-0.2787) time: 0.7467 data: 0.0002 max mem: 29860 [02:53:20.234982] Epoch: [137] [ 260/2904] eta: 0:35:50 lr: 0.002305 loss: 0.1888 (0.1993) loss_rec_all: 0.2147 (0.2251) loss_rec_sfr: 0.2831 (0.2942) loss_cl: -0.2791 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [02:53:35.168709] Epoch: [137] [ 280/2904] eta: 0:35:22 lr: 0.002305 loss: 0.1920 (0.1993) loss_rec_all: 0.2178 (0.2251) loss_rec_sfr: 0.2656 (0.2937) loss_cl: -0.2783 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [02:53:50.077643] Epoch: [137] [ 300/2904] eta: 0:34:55 lr: 0.002305 loss: 0.1927 (0.1990) loss_rec_all: 0.2185 (0.2248) loss_rec_sfr: 0.2637 (0.2923) loss_cl: -0.2789 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [02:54:04.987832] Epoch: [137] [ 320/2904] eta: 0:34:29 lr: 0.002305 loss: 0.1888 (0.1988) loss_rec_all: 0.2153 (0.2246) loss_rec_sfr: 0.2643 (0.2913) loss_cl: -0.2784 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [02:54:19.904876] Epoch: [137] [ 340/2904] eta: 0:34:05 lr: 0.002305 loss: 0.1861 (0.1991) loss_rec_all: 0.2120 (0.2249) loss_rec_sfr: 0.2734 (0.2921) loss_cl: -0.2786 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [02:54:34.818301] Epoch: [137] [ 360/2904] eta: 0:33:41 lr: 0.002305 loss: 0.1844 (0.1988) loss_rec_all: 0.2105 (0.2246) loss_rec_sfr: 0.2790 (0.2915) loss_cl: -0.2793 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [02:54:49.736190] Epoch: [137] [ 380/2904] eta: 0:33:19 lr: 0.002305 loss: 0.1861 (0.1987) loss_rec_all: 0.2124 (0.2246) loss_rec_sfr: 0.2691 (0.2916) loss_cl: -0.2796 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [02:55:04.654894] Epoch: [137] [ 400/2904] eta: 0:32:57 lr: 0.002305 loss: 0.1900 (0.1987) loss_rec_all: 0.2161 (0.2245) loss_rec_sfr: 0.2686 (0.2910) loss_cl: -0.2795 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [02:55:19.567220] Epoch: [137] [ 420/2904] eta: 0:32:36 lr: 0.002305 loss: 0.1902 (0.1985) loss_rec_all: 0.2160 (0.2243) loss_rec_sfr: 0.2825 (0.2908) loss_cl: -0.2791 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [02:55:34.477269] Epoch: [137] [ 440/2904] eta: 0:32:16 lr: 0.002305 loss: 0.1883 (0.1985) loss_rec_all: 0.2141 (0.2243) loss_rec_sfr: 0.2693 (0.2906) loss_cl: -0.2800 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [02:55:49.387203] Epoch: [137] [ 460/2904] eta: 0:31:56 lr: 0.002305 loss: 0.1884 (0.1987) loss_rec_all: 0.2147 (0.2246) loss_rec_sfr: 0.2915 (0.2920) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [02:56:04.304591] Epoch: [137] [ 480/2904] eta: 0:31:36 lr: 0.002305 loss: 0.1883 (0.1986) loss_rec_all: 0.2141 (0.2244) loss_rec_sfr: 0.2786 (0.2917) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [02:56:19.216499] Epoch: [137] [ 500/2904] eta: 0:31:17 lr: 0.002304 loss: 0.1881 (0.1988) loss_rec_all: 0.2138 (0.2246) loss_rec_sfr: 0.2745 (0.2923) loss_cl: -0.2780 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [02:56:34.127202] Epoch: [137] [ 520/2904] eta: 0:30:58 lr: 0.002304 loss: 0.1859 (0.1989) loss_rec_all: 0.2121 (0.2247) loss_rec_sfr: 0.2724 (0.2926) loss_cl: -0.2793 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [02:56:49.035138] Epoch: [137] [ 540/2904] eta: 0:30:40 lr: 0.002304 loss: 0.1871 (0.1988) loss_rec_all: 0.2131 (0.2246) loss_rec_sfr: 0.2751 (0.2927) loss_cl: -0.2797 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [02:57:03.965285] Epoch: [137] [ 560/2904] eta: 0:30:21 lr: 0.002304 loss: 0.1874 (0.1991) loss_rec_all: 0.2137 (0.2249) loss_rec_sfr: 0.2844 (0.2938) loss_cl: -0.2778 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [02:57:18.885538] Epoch: [137] [ 580/2904] eta: 0:30:03 lr: 0.002304 loss: 0.1871 (0.1988) loss_rec_all: 0.2129 (0.2246) loss_rec_sfr: 0.2726 (0.2934) loss_cl: -0.2779 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [02:57:33.797936] Epoch: [137] [ 600/2904] eta: 0:29:45 lr: 0.002304 loss: 0.1878 (0.1987) loss_rec_all: 0.2136 (0.2245) loss_rec_sfr: 0.2793 (0.2935) loss_cl: -0.2795 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [02:57:48.709844] Epoch: [137] [ 620/2904] eta: 0:29:28 lr: 0.002304 loss: 0.1858 (0.1988) loss_rec_all: 0.2121 (0.2246) loss_rec_sfr: 0.2762 (0.2937) loss_cl: -0.2796 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [02:58:03.620792] Epoch: [137] [ 640/2904] eta: 0:29:10 lr: 0.002304 loss: 0.1896 (0.1988) loss_rec_all: 0.2159 (0.2246) loss_rec_sfr: 0.2755 (0.2938) loss_cl: -0.2791 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [02:58:18.536364] Epoch: [137] [ 660/2904] eta: 0:28:53 lr: 0.002304 loss: 0.1907 (0.1987) loss_rec_all: 0.2165 (0.2245) loss_rec_sfr: 0.2732 (0.2936) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [02:58:33.454844] Epoch: [137] [ 680/2904] eta: 0:28:36 lr: 0.002304 loss: 0.1936 (0.1987) loss_rec_all: 0.2193 (0.2245) loss_rec_sfr: 0.2738 (0.2934) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [02:58:48.372602] Epoch: [137] [ 700/2904] eta: 0:28:19 lr: 0.002304 loss: 0.1899 (0.1986) loss_rec_all: 0.2156 (0.2244) loss_rec_sfr: 0.2845 (0.2934) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [02:59:03.293574] Epoch: [137] [ 720/2904] eta: 0:28:02 lr: 0.002304 loss: 0.1879 (0.1985) loss_rec_all: 0.2141 (0.2243) loss_rec_sfr: 0.2719 (0.2931) loss_cl: -0.2791 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [02:59:18.209530] Epoch: [137] [ 740/2904] eta: 0:27:45 lr: 0.002304 loss: 0.1905 (0.1986) loss_rec_all: 0.2164 (0.2244) loss_rec_sfr: 0.2929 (0.2937) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [02:59:33.127714] Epoch: [137] [ 760/2904] eta: 0:27:28 lr: 0.002304 loss: 0.1866 (0.1986) loss_rec_all: 0.2125 (0.2244) loss_rec_sfr: 0.2687 (0.2937) loss_cl: -0.2794 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [02:59:48.054436] Epoch: [137] [ 780/2904] eta: 0:27:12 lr: 0.002304 loss: 0.1895 (0.1988) loss_rec_all: 0.2153 (0.2246) loss_rec_sfr: 0.2794 (0.2942) loss_cl: -0.2786 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [03:00:02.960093] Epoch: [137] [ 800/2904] eta: 0:26:55 lr: 0.002304 loss: 0.1871 (0.1986) loss_rec_all: 0.2127 (0.2244) loss_rec_sfr: 0.2619 (0.2935) loss_cl: -0.2787 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [03:00:17.871748] Epoch: [137] [ 820/2904] eta: 0:26:39 lr: 0.002304 loss: 0.1853 (0.1987) loss_rec_all: 0.2116 (0.2245) loss_rec_sfr: 0.2432 (0.2938) loss_cl: -0.2783 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [03:00:32.781467] Epoch: [137] [ 840/2904] eta: 0:26:22 lr: 0.002304 loss: 0.1941 (0.1990) loss_rec_all: 0.2201 (0.2249) loss_rec_sfr: 0.2723 (0.2947) loss_cl: -0.2786 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [03:00:47.690370] Epoch: [137] [ 860/2904] eta: 0:26:06 lr: 0.002304 loss: 0.1893 (0.1990) loss_rec_all: 0.2157 (0.2248) loss_rec_sfr: 0.2708 (0.2945) loss_cl: -0.2792 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [03:01:02.604826] Epoch: [137] [ 880/2904] eta: 0:25:49 lr: 0.002304 loss: 0.1876 (0.1991) loss_rec_all: 0.2138 (0.2249) loss_rec_sfr: 0.2731 (0.2947) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [03:01:17.518008] Epoch: [137] [ 900/2904] eta: 0:25:33 lr: 0.002304 loss: 0.1919 (0.1993) loss_rec_all: 0.2177 (0.2251) loss_rec_sfr: 0.2687 (0.2952) loss_cl: -0.2794 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [03:01:32.428566] Epoch: [137] [ 920/2904] eta: 0:25:17 lr: 0.002304 loss: 0.1904 (0.1993) loss_rec_all: 0.2164 (0.2251) loss_rec_sfr: 0.2842 (0.2953) loss_cl: -0.2785 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [03:01:47.338146] Epoch: [137] [ 940/2904] eta: 0:25:01 lr: 0.002304 loss: 0.1888 (0.1993) loss_rec_all: 0.2145 (0.2251) loss_rec_sfr: 0.2807 (0.2956) loss_cl: -0.2778 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [03:02:02.248620] Epoch: [137] [ 960/2904] eta: 0:24:45 lr: 0.002304 loss: 0.1931 (0.1994) loss_rec_all: 0.2188 (0.2252) loss_rec_sfr: 0.2750 (0.2959) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [03:02:17.157144] Epoch: [137] [ 980/2904] eta: 0:24:29 lr: 0.002304 loss: 0.1870 (0.1993) loss_rec_all: 0.2128 (0.2251) loss_rec_sfr: 0.2801 (0.2958) loss_cl: -0.2792 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [03:02:32.068807] Epoch: [137] [1000/2904] eta: 0:24:13 lr: 0.002304 loss: 0.1952 (0.1994) loss_rec_all: 0.2212 (0.2252) loss_rec_sfr: 0.2751 (0.2962) loss_cl: -0.2793 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [03:02:46.978217] Epoch: [137] [1020/2904] eta: 0:23:57 lr: 0.002304 loss: 0.1876 (0.1994) loss_rec_all: 0.2135 (0.2252) loss_rec_sfr: 0.2833 (0.2962) loss_cl: -0.2788 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [03:03:01.889978] Epoch: [137] [1040/2904] eta: 0:23:41 lr: 0.002304 loss: 0.1880 (0.1993) loss_rec_all: 0.2139 (0.2251) loss_rec_sfr: 0.2757 (0.2959) loss_cl: -0.2794 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [03:03:16.799457] Epoch: [137] [1060/2904] eta: 0:23:25 lr: 0.002304 loss: 0.2161 (0.1997) loss_rec_all: 0.2418 (0.2256) loss_rec_sfr: 0.3183 (0.2964) loss_cl: -0.2784 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [03:03:31.705509] Epoch: [137] [1080/2904] eta: 0:23:09 lr: 0.002304 loss: 0.2150 (0.2003) loss_rec_all: 0.2411 (0.2261) loss_rec_sfr: 0.2986 (0.2970) loss_cl: -0.2791 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [03:03:46.616863] Epoch: [137] [1100/2904] eta: 0:22:54 lr: 0.002304 loss: 0.2056 (0.2005) loss_rec_all: 0.2317 (0.2263) loss_rec_sfr: 0.2709 (0.2969) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [03:04:01.527422] Epoch: [137] [1120/2904] eta: 0:22:38 lr: 0.002304 loss: 0.1959 (0.2006) loss_rec_all: 0.2216 (0.2264) loss_rec_sfr: 0.2805 (0.2968) loss_cl: -0.2785 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [03:04:16.437085] Epoch: [137] [1140/2904] eta: 0:22:22 lr: 0.002304 loss: 0.1936 (0.2005) loss_rec_all: 0.2199 (0.2263) loss_rec_sfr: 0.2773 (0.2965) loss_cl: -0.2785 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [03:04:31.348771] Epoch: [137] [1160/2904] eta: 0:22:07 lr: 0.002304 loss: 0.1920 (0.2005) loss_rec_all: 0.2181 (0.2263) loss_rec_sfr: 0.2729 (0.2963) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [03:04:46.257915] Epoch: [137] [1180/2904] eta: 0:21:51 lr: 0.002304 loss: 0.1898 (0.2005) loss_rec_all: 0.2155 (0.2263) loss_rec_sfr: 0.2754 (0.2963) loss_cl: -0.2783 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [03:05:01.168377] Epoch: [137] [1200/2904] eta: 0:21:35 lr: 0.002304 loss: 0.1901 (0.2004) loss_rec_all: 0.2165 (0.2262) loss_rec_sfr: 0.2355 (0.2958) loss_cl: -0.2786 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [03:05:16.074735] Epoch: [137] [1220/2904] eta: 0:21:20 lr: 0.002304 loss: 0.1834 (0.2003) loss_rec_all: 0.2093 (0.2261) loss_rec_sfr: 0.2728 (0.2954) loss_cl: -0.2786 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [03:05:30.978992] Epoch: [137] [1240/2904] eta: 0:21:04 lr: 0.002304 loss: 0.1876 (0.2001) loss_rec_all: 0.2137 (0.2259) loss_rec_sfr: 0.2460 (0.2948) loss_cl: -0.2788 (-0.2787) time: 0.7452 data: 0.0002 max mem: 29860 [03:05:45.886297] Epoch: [137] [1260/2904] eta: 0:20:48 lr: 0.002304 loss: 0.1826 (0.2000) loss_rec_all: 0.2088 (0.2258) loss_rec_sfr: 0.2411 (0.2944) loss_cl: -0.2790 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [03:06:00.792054] Epoch: [137] [1280/2904] eta: 0:20:33 lr: 0.002304 loss: 0.1899 (0.1999) loss_rec_all: 0.2158 (0.2258) loss_rec_sfr: 0.2696 (0.2944) loss_cl: -0.2797 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [03:06:15.700013] Epoch: [137] [1300/2904] eta: 0:20:17 lr: 0.002304 loss: 0.1873 (0.1999) loss_rec_all: 0.2132 (0.2257) loss_rec_sfr: 0.2858 (0.2946) loss_cl: -0.2793 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [03:06:30.602212] Epoch: [137] [1320/2904] eta: 0:20:02 lr: 0.002304 loss: 0.1843 (0.1998) loss_rec_all: 0.2104 (0.2256) loss_rec_sfr: 0.2740 (0.2943) loss_cl: -0.2790 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [03:06:45.510902] Epoch: [137] [1340/2904] eta: 0:19:46 lr: 0.002304 loss: 0.1867 (0.1998) loss_rec_all: 0.2129 (0.2256) loss_rec_sfr: 0.2702 (0.2944) loss_cl: -0.2784 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [03:07:00.422525] Epoch: [137] [1360/2904] eta: 0:19:31 lr: 0.002304 loss: 0.1860 (0.1999) loss_rec_all: 0.2119 (0.2257) loss_rec_sfr: 0.2809 (0.2948) loss_cl: -0.2782 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [03:07:15.326646] Epoch: [137] [1380/2904] eta: 0:19:15 lr: 0.002304 loss: 0.1910 (0.1999) loss_rec_all: 0.2170 (0.2257) loss_rec_sfr: 0.2670 (0.2949) loss_cl: -0.2784 (-0.2787) time: 0.7452 data: 0.0002 max mem: 29860 [03:07:30.228729] Epoch: [137] [1400/2904] eta: 0:19:00 lr: 0.002304 loss: 0.1899 (0.1999) loss_rec_all: 0.2163 (0.2257) loss_rec_sfr: 0.2788 (0.2950) loss_cl: -0.2791 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [03:07:45.136955] Epoch: [137] [1420/2904] eta: 0:18:44 lr: 0.002304 loss: 0.1909 (0.1999) loss_rec_all: 0.2168 (0.2257) loss_rec_sfr: 0.2694 (0.2949) loss_cl: -0.2781 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [03:08:00.050442] Epoch: [137] [1440/2904] eta: 0:18:29 lr: 0.002304 loss: 0.1850 (0.1998) loss_rec_all: 0.2115 (0.2256) loss_rec_sfr: 0.2710 (0.2947) loss_cl: -0.2785 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [03:08:14.962886] Epoch: [137] [1460/2904] eta: 0:18:14 lr: 0.002304 loss: 0.1875 (0.1997) loss_rec_all: 0.2132 (0.2255) loss_rec_sfr: 0.2442 (0.2945) loss_cl: -0.2780 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [03:08:29.876116] Epoch: [137] [1480/2904] eta: 0:17:58 lr: 0.002304 loss: 0.1922 (0.1997) loss_rec_all: 0.2187 (0.2255) loss_rec_sfr: 0.2679 (0.2941) loss_cl: -0.2792 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [03:08:44.790901] Epoch: [137] [1500/2904] eta: 0:17:43 lr: 0.002304 loss: 0.1927 (0.1999) loss_rec_all: 0.2189 (0.2257) loss_rec_sfr: 0.2924 (0.2949) loss_cl: -0.2790 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [03:08:59.699389] Epoch: [137] [1520/2904] eta: 0:17:28 lr: 0.002304 loss: 0.1920 (0.1998) loss_rec_all: 0.2179 (0.2257) loss_rec_sfr: 0.2750 (0.2948) loss_cl: -0.2788 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [03:09:14.611696] Epoch: [137] [1540/2904] eta: 0:17:12 lr: 0.002304 loss: 0.1920 (0.1998) loss_rec_all: 0.2177 (0.2256) loss_rec_sfr: 0.2717 (0.2947) loss_cl: -0.2785 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [03:09:29.519644] Epoch: [137] [1560/2904] eta: 0:16:57 lr: 0.002304 loss: 0.1854 (0.1997) loss_rec_all: 0.2113 (0.2255) loss_rec_sfr: 0.2659 (0.2945) loss_cl: -0.2783 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [03:09:44.435653] Epoch: [137] [1580/2904] eta: 0:16:41 lr: 0.002304 loss: 0.1883 (0.1997) loss_rec_all: 0.2144 (0.2255) loss_rec_sfr: 0.2765 (0.2947) loss_cl: -0.2785 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [03:09:59.350753] Epoch: [137] [1600/2904] eta: 0:16:26 lr: 0.002304 loss: 0.1874 (0.1996) loss_rec_all: 0.2133 (0.2254) loss_rec_sfr: 0.2444 (0.2943) loss_cl: -0.2798 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [03:10:14.268957] Epoch: [137] [1620/2904] eta: 0:16:11 lr: 0.002304 loss: 0.1845 (0.1996) loss_rec_all: 0.2106 (0.2254) loss_rec_sfr: 0.2748 (0.2944) loss_cl: -0.2796 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [03:10:29.179306] Epoch: [137] [1640/2904] eta: 0:15:56 lr: 0.002304 loss: 0.1857 (0.1995) loss_rec_all: 0.2115 (0.2253) loss_rec_sfr: 0.2831 (0.2943) loss_cl: -0.2788 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [03:10:44.092042] Epoch: [137] [1660/2904] eta: 0:15:40 lr: 0.002304 loss: 0.1898 (0.1995) loss_rec_all: 0.2157 (0.2254) loss_rec_sfr: 0.2725 (0.2944) loss_cl: -0.2789 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [03:10:59.006297] Epoch: [137] [1680/2904] eta: 0:15:25 lr: 0.002304 loss: 0.1883 (0.1996) loss_rec_all: 0.2143 (0.2254) loss_rec_sfr: 0.2927 (0.2948) loss_cl: -0.2798 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [03:11:13.925023] Epoch: [137] [1700/2904] eta: 0:15:10 lr: 0.002304 loss: 0.1892 (0.1996) loss_rec_all: 0.2156 (0.2254) loss_rec_sfr: 0.2844 (0.2950) loss_cl: -0.2794 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [03:11:28.846453] Epoch: [137] [1720/2904] eta: 0:14:54 lr: 0.002304 loss: 0.1863 (0.1996) loss_rec_all: 0.2121 (0.2254) loss_rec_sfr: 0.2795 (0.2950) loss_cl: -0.2784 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [03:11:43.755641] Epoch: [137] [1740/2904] eta: 0:14:39 lr: 0.002304 loss: 0.1938 (0.1997) loss_rec_all: 0.2195 (0.2255) loss_rec_sfr: 0.2673 (0.2950) loss_cl: -0.2783 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [03:11:58.823210] Epoch: [137] [1760/2904] eta: 0:14:24 lr: 0.002304 loss: 0.1924 (0.1997) loss_rec_all: 0.2185 (0.2255) loss_rec_sfr: 0.2767 (0.2952) loss_cl: -0.2792 (-0.2787) time: 0.7533 data: 0.0002 max mem: 29860 [03:12:13.732296] Epoch: [137] [1780/2904] eta: 0:14:09 lr: 0.002304 loss: 0.1911 (0.1997) loss_rec_all: 0.2173 (0.2255) loss_rec_sfr: 0.2731 (0.2952) loss_cl: -0.2793 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [03:12:28.642344] Epoch: [137] [1800/2904] eta: 0:13:54 lr: 0.002304 loss: 0.1902 (0.1996) loss_rec_all: 0.2166 (0.2255) loss_rec_sfr: 0.2631 (0.2948) loss_cl: -0.2794 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [03:12:43.553237] Epoch: [137] [1820/2904] eta: 0:13:38 lr: 0.002304 loss: 0.1903 (0.1997) loss_rec_all: 0.2165 (0.2255) loss_rec_sfr: 0.2771 (0.2950) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [03:12:58.461502] Epoch: [137] [1840/2904] eta: 0:13:23 lr: 0.002304 loss: 0.1852 (0.1996) loss_rec_all: 0.2116 (0.2254) loss_rec_sfr: 0.2730 (0.2949) loss_cl: -0.2792 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [03:13:13.370421] Epoch: [137] [1860/2904] eta: 0:13:08 lr: 0.002304 loss: 0.1874 (0.1996) loss_rec_all: 0.2132 (0.2254) loss_rec_sfr: 0.2674 (0.2949) loss_cl: -0.2791 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [03:13:28.282790] Epoch: [137] [1880/2904] eta: 0:12:53 lr: 0.002304 loss: 0.1940 (0.1996) loss_rec_all: 0.2201 (0.2254) loss_rec_sfr: 0.2782 (0.2950) loss_cl: -0.2783 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [03:13:43.190907] Epoch: [137] [1900/2904] eta: 0:12:37 lr: 0.002304 loss: 0.1849 (0.1996) loss_rec_all: 0.2112 (0.2254) loss_rec_sfr: 0.2396 (0.2948) loss_cl: -0.2782 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [03:13:58.106381] Epoch: [137] [1920/2904] eta: 0:12:22 lr: 0.002304 loss: 0.1888 (0.1996) loss_rec_all: 0.2146 (0.2254) loss_rec_sfr: 0.2756 (0.2948) loss_cl: -0.2777 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [03:14:13.014727] Epoch: [137] [1940/2904] eta: 0:12:07 lr: 0.002304 loss: 0.1887 (0.1995) loss_rec_all: 0.2150 (0.2253) loss_rec_sfr: 0.2743 (0.2946) loss_cl: -0.2790 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [03:14:27.926323] Epoch: [137] [1960/2904] eta: 0:11:52 lr: 0.002304 loss: 0.1884 (0.1995) loss_rec_all: 0.2146 (0.2253) loss_rec_sfr: 0.2899 (0.2948) loss_cl: -0.2793 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [03:14:42.834869] Epoch: [137] [1980/2904] eta: 0:11:37 lr: 0.002303 loss: 0.1898 (0.1995) loss_rec_all: 0.2155 (0.2254) loss_rec_sfr: 0.2754 (0.2949) loss_cl: -0.2785 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [03:14:57.747093] Epoch: [137] [2000/2904] eta: 0:11:22 lr: 0.002303 loss: 0.1887 (0.1995) loss_rec_all: 0.2146 (0.2253) loss_rec_sfr: 0.2722 (0.2948) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [03:15:12.656655] Epoch: [137] [2020/2904] eta: 0:11:06 lr: 0.002303 loss: 0.1857 (0.1994) loss_rec_all: 0.2116 (0.2252) loss_rec_sfr: 0.2726 (0.2945) loss_cl: -0.2788 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [03:15:27.568288] Epoch: [137] [2040/2904] eta: 0:10:51 lr: 0.002303 loss: 0.1964 (0.1995) loss_rec_all: 0.2224 (0.2253) loss_rec_sfr: 0.2729 (0.2948) loss_cl: -0.2791 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [03:15:42.478973] Epoch: [137] [2060/2904] eta: 0:10:36 lr: 0.002303 loss: 0.1880 (0.1995) loss_rec_all: 0.2136 (0.2253) loss_rec_sfr: 0.2656 (0.2947) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [03:15:57.388399] Epoch: [137] [2080/2904] eta: 0:10:21 lr: 0.002303 loss: 0.1829 (0.1994) loss_rec_all: 0.2087 (0.2252) loss_rec_sfr: 0.2734 (0.2946) loss_cl: -0.2791 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [03:16:12.299632] Epoch: [137] [2100/2904] eta: 0:10:06 lr: 0.002303 loss: 0.1902 (0.1994) loss_rec_all: 0.2159 (0.2252) loss_rec_sfr: 0.2823 (0.2946) loss_cl: -0.2793 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [03:16:27.210520] Epoch: [137] [2120/2904] eta: 0:09:51 lr: 0.002303 loss: 0.1875 (0.1994) loss_rec_all: 0.2136 (0.2252) loss_rec_sfr: 0.2776 (0.2946) loss_cl: -0.2794 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [03:16:42.122889] Epoch: [137] [2140/2904] eta: 0:09:35 lr: 0.002303 loss: 0.1878 (0.1994) loss_rec_all: 0.2144 (0.2252) loss_rec_sfr: 0.2807 (0.2946) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [03:16:57.037203] Epoch: [137] [2160/2904] eta: 0:09:20 lr: 0.002303 loss: 0.1873 (0.1994) loss_rec_all: 0.2135 (0.2252) loss_rec_sfr: 0.2668 (0.2945) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [03:17:11.948831] Epoch: [137] [2180/2904] eta: 0:09:05 lr: 0.002303 loss: 0.1858 (0.1993) loss_rec_all: 0.2115 (0.2251) loss_rec_sfr: 0.2782 (0.2943) loss_cl: -0.2781 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [03:17:26.862892] Epoch: [137] [2200/2904] eta: 0:08:50 lr: 0.002303 loss: 0.1924 (0.1993) loss_rec_all: 0.2182 (0.2251) loss_rec_sfr: 0.2749 (0.2944) loss_cl: -0.2783 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [03:17:41.771184] Epoch: [137] [2220/2904] eta: 0:08:35 lr: 0.002303 loss: 0.1897 (0.1993) loss_rec_all: 0.2159 (0.2251) loss_rec_sfr: 0.2705 (0.2943) loss_cl: -0.2795 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [03:17:56.680227] Epoch: [137] [2240/2904] eta: 0:08:20 lr: 0.002303 loss: 0.1868 (0.1992) loss_rec_all: 0.2127 (0.2250) loss_rec_sfr: 0.2644 (0.2941) loss_cl: -0.2793 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [03:18:11.587299] Epoch: [137] [2260/2904] eta: 0:08:05 lr: 0.002303 loss: 0.1916 (0.1993) loss_rec_all: 0.2179 (0.2251) loss_rec_sfr: 0.2824 (0.2944) loss_cl: -0.2792 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [03:18:26.494796] Epoch: [137] [2280/2904] eta: 0:07:50 lr: 0.002303 loss: 0.1883 (0.1993) loss_rec_all: 0.2143 (0.2252) loss_rec_sfr: 0.2850 (0.2946) loss_cl: -0.2788 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [03:18:41.400737] Epoch: [137] [2300/2904] eta: 0:07:35 lr: 0.002303 loss: 0.1886 (0.1993) loss_rec_all: 0.2144 (0.2251) loss_rec_sfr: 0.2751 (0.2946) loss_cl: -0.2795 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [03:18:56.308161] Epoch: [137] [2320/2904] eta: 0:07:19 lr: 0.002303 loss: 0.1882 (0.1993) loss_rec_all: 0.2142 (0.2251) loss_rec_sfr: 0.2792 (0.2947) loss_cl: -0.2794 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [03:19:11.226548] Epoch: [137] [2340/2904] eta: 0:07:04 lr: 0.002303 loss: 0.1933 (0.1994) loss_rec_all: 0.2196 (0.2252) loss_rec_sfr: 0.2680 (0.2949) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [03:19:26.135068] Epoch: [137] [2360/2904] eta: 0:06:49 lr: 0.002303 loss: 0.1865 (0.1993) loss_rec_all: 0.2127 (0.2251) loss_rec_sfr: 0.2394 (0.2945) loss_cl: -0.2778 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [03:19:41.039518] Epoch: [137] [2380/2904] eta: 0:06:34 lr: 0.002303 loss: 0.1896 (0.1992) loss_rec_all: 0.2153 (0.2251) loss_rec_sfr: 0.2667 (0.2944) loss_cl: -0.2786 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [03:19:55.943068] Epoch: [137] [2400/2904] eta: 0:06:19 lr: 0.002303 loss: 0.1890 (0.1992) loss_rec_all: 0.2147 (0.2251) loss_rec_sfr: 0.2715 (0.2944) loss_cl: -0.2792 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [03:20:10.854316] Epoch: [137] [2420/2904] eta: 0:06:04 lr: 0.002303 loss: 0.1967 (0.1993) loss_rec_all: 0.2223 (0.2251) loss_rec_sfr: 0.2919 (0.2946) loss_cl: -0.2779 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [03:20:25.763948] Epoch: [137] [2440/2904] eta: 0:05:49 lr: 0.002303 loss: 0.1905 (0.1994) loss_rec_all: 0.2170 (0.2252) loss_rec_sfr: 0.2510 (0.2947) loss_cl: -0.2787 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [03:20:40.672730] Epoch: [137] [2460/2904] eta: 0:05:34 lr: 0.002303 loss: 0.1942 (0.1994) loss_rec_all: 0.2204 (0.2252) loss_rec_sfr: 0.2765 (0.2947) loss_cl: -0.2800 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [03:20:55.582872] Epoch: [137] [2480/2904] eta: 0:05:19 lr: 0.002303 loss: 0.1888 (0.1994) loss_rec_all: 0.2145 (0.2252) loss_rec_sfr: 0.2936 (0.2950) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [03:21:10.488933] Epoch: [137] [2500/2904] eta: 0:05:04 lr: 0.002303 loss: 0.1868 (0.1994) loss_rec_all: 0.2127 (0.2252) loss_rec_sfr: 0.2769 (0.2950) loss_cl: -0.2779 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [03:21:25.398877] Epoch: [137] [2520/2904] eta: 0:04:49 lr: 0.002303 loss: 0.1898 (0.1994) loss_rec_all: 0.2154 (0.2253) loss_rec_sfr: 0.2859 (0.2952) loss_cl: -0.2784 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [03:21:40.305749] Epoch: [137] [2540/2904] eta: 0:04:33 lr: 0.002303 loss: 0.1925 (0.1995) loss_rec_all: 0.2184 (0.2253) loss_rec_sfr: 0.2837 (0.2954) loss_cl: -0.2792 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [03:21:55.220395] Epoch: [137] [2560/2904] eta: 0:04:18 lr: 0.002303 loss: 0.1870 (0.1994) loss_rec_all: 0.2130 (0.2252) loss_rec_sfr: 0.2720 (0.2951) loss_cl: -0.2794 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [03:22:10.129865] Epoch: [137] [2580/2904] eta: 0:04:03 lr: 0.002303 loss: 0.1913 (0.1994) loss_rec_all: 0.2171 (0.2252) loss_rec_sfr: 0.2759 (0.2951) loss_cl: -0.2787 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [03:22:25.045356] Epoch: [137] [2600/2904] eta: 0:03:48 lr: 0.002303 loss: 0.1876 (0.1993) loss_rec_all: 0.2135 (0.2251) loss_rec_sfr: 0.2681 (0.2950) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [03:22:39.960347] Epoch: [137] [2620/2904] eta: 0:03:33 lr: 0.002303 loss: 0.1883 (0.1993) loss_rec_all: 0.2140 (0.2251) loss_rec_sfr: 0.2682 (0.2948) loss_cl: -0.2793 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [03:22:54.875550] Epoch: [137] [2640/2904] eta: 0:03:18 lr: 0.002303 loss: 0.1890 (0.1992) loss_rec_all: 0.2152 (0.2251) loss_rec_sfr: 0.2731 (0.2948) loss_cl: -0.2799 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [03:23:09.794062] Epoch: [137] [2660/2904] eta: 0:03:03 lr: 0.002303 loss: 0.1938 (0.1993) loss_rec_all: 0.2197 (0.2251) loss_rec_sfr: 0.2782 (0.2949) loss_cl: -0.2799 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [03:23:24.704628] Epoch: [137] [2680/2904] eta: 0:02:48 lr: 0.002303 loss: 0.1923 (0.1994) loss_rec_all: 0.2181 (0.2252) loss_rec_sfr: 0.2760 (0.2951) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [03:23:39.617659] Epoch: [137] [2700/2904] eta: 0:02:33 lr: 0.002303 loss: 0.1895 (0.1994) loss_rec_all: 0.2157 (0.2252) loss_rec_sfr: 0.2942 (0.2953) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [03:23:54.530832] Epoch: [137] [2720/2904] eta: 0:02:18 lr: 0.002303 loss: 0.1892 (0.1994) loss_rec_all: 0.2153 (0.2252) loss_rec_sfr: 0.2700 (0.2952) loss_cl: -0.2798 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [03:24:09.439686] Epoch: [137] [2740/2904] eta: 0:02:03 lr: 0.002303 loss: 0.1892 (0.1994) loss_rec_all: 0.2150 (0.2252) loss_rec_sfr: 0.2717 (0.2952) loss_cl: -0.2784 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [03:24:24.348610] Epoch: [137] [2760/2904] eta: 0:01:48 lr: 0.002303 loss: 0.1880 (0.1994) loss_rec_all: 0.2137 (0.2252) loss_rec_sfr: 0.2603 (0.2951) loss_cl: -0.2782 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [03:24:39.271788] Epoch: [137] [2780/2904] eta: 0:01:33 lr: 0.002303 loss: 0.1854 (0.1993) loss_rec_all: 0.2113 (0.2251) loss_rec_sfr: 0.2842 (0.2951) loss_cl: -0.2785 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [03:24:54.178782] Epoch: [137] [2800/2904] eta: 0:01:18 lr: 0.002303 loss: 0.1846 (0.1993) loss_rec_all: 0.2108 (0.2251) loss_rec_sfr: 0.2730 (0.2949) loss_cl: -0.2791 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [03:25:09.086638] Epoch: [137] [2820/2904] eta: 0:01:03 lr: 0.002303 loss: 0.1866 (0.1992) loss_rec_all: 0.2126 (0.2250) loss_rec_sfr: 0.2437 (0.2947) loss_cl: -0.2793 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [03:25:24.030712] Epoch: [137] [2840/2904] eta: 0:00:48 lr: 0.002303 loss: 0.1935 (0.1992) loss_rec_all: 0.2191 (0.2251) loss_rec_sfr: 0.2796 (0.2949) loss_cl: -0.2791 (-0.2788) time: 0.7472 data: 0.0024 max mem: 29860 [03:25:38.936094] Epoch: [137] [2860/2904] eta: 0:00:33 lr: 0.002303 loss: 0.1882 (0.1992) loss_rec_all: 0.2146 (0.2250) loss_rec_sfr: 0.2433 (0.2946) loss_cl: -0.2792 (-0.2788) time: 0.7452 data: 0.0001 max mem: 29860 [03:25:53.828533] Epoch: [137] [2880/2904] eta: 0:00:18 lr: 0.002303 loss: 0.1905 (0.1992) loss_rec_all: 0.2163 (0.2250) loss_rec_sfr: 0.2716 (0.2946) loss_cl: -0.2795 (-0.2788) time: 0.7446 data: 0.0001 max mem: 29860 [03:26:08.717091] Epoch: [137] [2900/2904] eta: 0:00:03 lr: 0.002303 loss: 0.1885 (0.1992) loss_rec_all: 0.2145 (0.2250) loss_rec_sfr: 0.2740 (0.2946) loss_cl: -0.2794 (-0.2788) time: 0.7444 data: 0.0001 max mem: 29860 [03:26:10.956734] Epoch: [137] [2903/2904] eta: 0:00:00 lr: 0.002303 loss: 0.1885 (0.1992) loss_rec_all: 0.2145 (0.2250) loss_rec_sfr: 0.2740 (0.2945) loss_cl: -0.2796 (-0.2788) time: 0.7444 data: 0.0001 max mem: 29860 [03:26:13.068831] Epoch: [137] Total time: 0:36:25 (0.7525 s / it) [03:26:13.074457] Averaged stats: lr: 0.002303 loss: 0.1885 (0.2021) loss_rec_all: 0.2145 (0.2256) loss_rec_sfr: 0.2740 (0.2969) loss_cl: -0.2796 (-0.2555) [03:26:13.079136] log_dir: ./checkpoint/VF2_ViT-B [03:26:28.530089] Epoch: [138] [ 0/2904] eta: 12:27:47 lr: 0.002303 loss: 0.1853 (0.1853) loss_rec_all: 0.2110 (0.2110) loss_rec_sfr: 0.2925 (0.2925) loss_cl: -0.2769 (-0.2769) time: 15.4501 data: 14.6855 max mem: 29860 [03:26:45.898850] Epoch: [138] [ 20/2904] eta: 1:15:07 lr: 0.002303 loss: 0.1833 (0.1898) loss_rec_all: 0.2097 (0.2157) loss_rec_sfr: 0.2697 (0.2722) loss_cl: -0.2790 (-0.2789) time: 0.8684 data: 0.0002 max mem: 29860 [03:27:00.770871] Epoch: [138] [ 40/2904] eta: 0:55:31 lr: 0.002303 loss: 0.1877 (0.1918) loss_rec_all: 0.2137 (0.2178) loss_rec_sfr: 0.2711 (0.2751) loss_cl: -0.2790 (-0.2787) time: 0.7436 data: 0.0002 max mem: 29860 [03:27:15.651780] Epoch: [138] [ 60/2904] eta: 0:48:37 lr: 0.002303 loss: 0.1875 (0.1930) loss_rec_all: 0.2133 (0.2190) loss_rec_sfr: 0.2668 (0.2769) loss_cl: -0.2783 (-0.2785) time: 0.7440 data: 0.0002 max mem: 29860 [03:27:30.555387] Epoch: [138] [ 80/2904] eta: 0:45:01 lr: 0.002303 loss: 0.1920 (0.1967) loss_rec_all: 0.2183 (0.2225) loss_rec_sfr: 0.2789 (0.2871) loss_cl: -0.2790 (-0.2786) time: 0.7451 data: 0.0002 max mem: 29860 [03:27:45.468397] Epoch: [138] [ 100/2904] eta: 0:42:44 lr: 0.002303 loss: 0.1880 (0.1967) loss_rec_all: 0.2140 (0.2226) loss_rec_sfr: 0.2699 (0.2876) loss_cl: -0.2794 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [03:28:00.380667] Epoch: [138] [ 120/2904] eta: 0:41:08 lr: 0.002303 loss: 0.1870 (0.1964) loss_rec_all: 0.2127 (0.2223) loss_rec_sfr: 0.2441 (0.2856) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [03:28:15.287799] Epoch: [138] [ 140/2904] eta: 0:39:55 lr: 0.002303 loss: 0.1914 (0.1980) loss_rec_all: 0.2178 (0.2238) loss_rec_sfr: 0.2713 (0.2896) loss_cl: -0.2789 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [03:28:30.201145] Epoch: [138] [ 160/2904] eta: 0:38:56 lr: 0.002303 loss: 0.1871 (0.1988) loss_rec_all: 0.2130 (0.2246) loss_rec_sfr: 0.2736 (0.2929) loss_cl: -0.2785 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [03:28:45.115402] Epoch: [138] [ 180/2904] eta: 0:38:07 lr: 0.002303 loss: 0.1914 (0.1983) loss_rec_all: 0.2171 (0.2242) loss_rec_sfr: 0.2737 (0.2910) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [03:29:00.048446] Epoch: [138] [ 200/2904] eta: 0:37:26 lr: 0.002303 loss: 0.1903 (0.1983) loss_rec_all: 0.2164 (0.2242) loss_rec_sfr: 0.2735 (0.2917) loss_cl: -0.2790 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [03:29:14.959546] Epoch: [138] [ 220/2904] eta: 0:36:48 lr: 0.002303 loss: 0.1901 (0.1977) loss_rec_all: 0.2159 (0.2235) loss_rec_sfr: 0.2724 (0.2889) loss_cl: -0.2794 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [03:29:29.888561] Epoch: [138] [ 240/2904] eta: 0:36:15 lr: 0.002303 loss: 0.1900 (0.1978) loss_rec_all: 0.2163 (0.2237) loss_rec_sfr: 0.2654 (0.2889) loss_cl: -0.2785 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [03:29:44.802168] Epoch: [138] [ 260/2904] eta: 0:35:44 lr: 0.002303 loss: 0.1920 (0.1981) loss_rec_all: 0.2177 (0.2240) loss_rec_sfr: 0.2856 (0.2907) loss_cl: -0.2775 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [03:29:59.853444] Epoch: [138] [ 280/2904] eta: 0:35:17 lr: 0.002303 loss: 0.1893 (0.1984) loss_rec_all: 0.2156 (0.2242) loss_rec_sfr: 0.2779 (0.2917) loss_cl: -0.2787 (-0.2787) time: 0.7525 data: 0.0002 max mem: 29860 [03:30:14.762489] Epoch: [138] [ 300/2904] eta: 0:34:50 lr: 0.002303 loss: 0.1916 (0.1987) loss_rec_all: 0.2177 (0.2245) loss_rec_sfr: 0.2712 (0.2922) loss_cl: -0.2793 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [03:30:29.837740] Epoch: [138] [ 320/2904] eta: 0:34:26 lr: 0.002303 loss: 0.1883 (0.1984) loss_rec_all: 0.2140 (0.2242) loss_rec_sfr: 0.2824 (0.2920) loss_cl: -0.2794 (-0.2788) time: 0.7537 data: 0.0002 max mem: 29860 [03:30:44.748155] Epoch: [138] [ 340/2904] eta: 0:34:02 lr: 0.002303 loss: 0.1864 (0.1987) loss_rec_all: 0.2124 (0.2245) loss_rec_sfr: 0.2893 (0.2937) loss_cl: -0.2781 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [03:30:59.658915] Epoch: [138] [ 360/2904] eta: 0:33:39 lr: 0.002303 loss: 0.1919 (0.1989) loss_rec_all: 0.2180 (0.2247) loss_rec_sfr: 0.2817 (0.2945) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [03:31:14.573875] Epoch: [138] [ 380/2904] eta: 0:33:17 lr: 0.002303 loss: 0.1863 (0.1986) loss_rec_all: 0.2125 (0.2245) loss_rec_sfr: 0.2772 (0.2942) loss_cl: -0.2798 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [03:31:29.483570] Epoch: [138] [ 400/2904] eta: 0:32:55 lr: 0.002303 loss: 0.1939 (0.1990) loss_rec_all: 0.2198 (0.2249) loss_rec_sfr: 0.2875 (0.2956) loss_cl: -0.2786 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [03:31:44.393981] Epoch: [138] [ 420/2904] eta: 0:32:34 lr: 0.002303 loss: 0.1878 (0.1989) loss_rec_all: 0.2134 (0.2247) loss_rec_sfr: 0.2747 (0.2953) loss_cl: -0.2780 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [03:31:59.306920] Epoch: [138] [ 440/2904] eta: 0:32:14 lr: 0.002303 loss: 0.1901 (0.1990) loss_rec_all: 0.2158 (0.2248) loss_rec_sfr: 0.2837 (0.2961) loss_cl: -0.2779 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [03:32:14.214924] Epoch: [138] [ 460/2904] eta: 0:31:54 lr: 0.002303 loss: 0.1895 (0.1989) loss_rec_all: 0.2151 (0.2247) loss_rec_sfr: 0.2704 (0.2956) loss_cl: -0.2794 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [03:32:29.125886] Epoch: [138] [ 480/2904] eta: 0:31:34 lr: 0.002303 loss: 0.1886 (0.1987) loss_rec_all: 0.2147 (0.2246) loss_rec_sfr: 0.2459 (0.2947) loss_cl: -0.2791 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [03:32:44.038598] Epoch: [138] [ 500/2904] eta: 0:31:15 lr: 0.002303 loss: 0.1922 (0.1989) loss_rec_all: 0.2185 (0.2247) loss_rec_sfr: 0.2795 (0.2951) loss_cl: -0.2794 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [03:32:58.947020] Epoch: [138] [ 520/2904] eta: 0:30:57 lr: 0.002303 loss: 0.1911 (0.1992) loss_rec_all: 0.2171 (0.2250) loss_rec_sfr: 0.2738 (0.2958) loss_cl: -0.2781 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [03:33:13.860050] Epoch: [138] [ 540/2904] eta: 0:30:38 lr: 0.002303 loss: 0.1912 (0.1989) loss_rec_all: 0.2170 (0.2247) loss_rec_sfr: 0.2523 (0.2944) loss_cl: -0.2784 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [03:33:28.772623] Epoch: [138] [ 560/2904] eta: 0:30:20 lr: 0.002302 loss: 0.1856 (0.1988) loss_rec_all: 0.2119 (0.2246) loss_rec_sfr: 0.2731 (0.2941) loss_cl: -0.2795 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [03:33:43.681856] Epoch: [138] [ 580/2904] eta: 0:30:02 lr: 0.002302 loss: 0.1928 (0.1989) loss_rec_all: 0.2189 (0.2247) loss_rec_sfr: 0.2724 (0.2943) loss_cl: -0.2795 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [03:33:58.585787] Epoch: [138] [ 600/2904] eta: 0:29:44 lr: 0.002302 loss: 0.1924 (0.1990) loss_rec_all: 0.2182 (0.2248) loss_rec_sfr: 0.2811 (0.2948) loss_cl: -0.2789 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [03:34:13.498863] Epoch: [138] [ 620/2904] eta: 0:29:26 lr: 0.002302 loss: 0.1864 (0.1991) loss_rec_all: 0.2122 (0.2249) loss_rec_sfr: 0.2844 (0.2955) loss_cl: -0.2776 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [03:34:28.407340] Epoch: [138] [ 640/2904] eta: 0:29:09 lr: 0.002302 loss: 0.1875 (0.1991) loss_rec_all: 0.2137 (0.2249) loss_rec_sfr: 0.2741 (0.2958) loss_cl: -0.2785 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [03:34:43.316496] Epoch: [138] [ 660/2904] eta: 0:28:52 lr: 0.002302 loss: 0.1878 (0.1990) loss_rec_all: 0.2137 (0.2248) loss_rec_sfr: 0.2749 (0.2956) loss_cl: -0.2789 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [03:34:58.235240] Epoch: [138] [ 680/2904] eta: 0:28:34 lr: 0.002302 loss: 0.1847 (0.1989) loss_rec_all: 0.2104 (0.2247) loss_rec_sfr: 0.2429 (0.2953) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [03:35:13.146304] Epoch: [138] [ 700/2904] eta: 0:28:17 lr: 0.002302 loss: 0.1890 (0.1990) loss_rec_all: 0.2151 (0.2248) loss_rec_sfr: 0.2699 (0.2955) loss_cl: -0.2779 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [03:35:28.054405] Epoch: [138] [ 720/2904] eta: 0:28:00 lr: 0.002302 loss: 0.1980 (0.1994) loss_rec_all: 0.2240 (0.2252) loss_rec_sfr: 0.2880 (0.2967) loss_cl: -0.2780 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [03:35:42.970494] Epoch: [138] [ 740/2904] eta: 0:27:44 lr: 0.002302 loss: 0.1914 (0.1994) loss_rec_all: 0.2171 (0.2252) loss_rec_sfr: 0.2811 (0.2968) loss_cl: -0.2788 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [03:35:57.879523] Epoch: [138] [ 760/2904] eta: 0:27:27 lr: 0.002302 loss: 0.1918 (0.1996) loss_rec_all: 0.2179 (0.2254) loss_rec_sfr: 0.2762 (0.2971) loss_cl: -0.2794 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [03:36:12.795219] Epoch: [138] [ 780/2904] eta: 0:27:10 lr: 0.002302 loss: 0.1880 (0.1995) loss_rec_all: 0.2141 (0.2253) loss_rec_sfr: 0.2764 (0.2969) loss_cl: -0.2794 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [03:36:27.706219] Epoch: [138] [ 800/2904] eta: 0:26:54 lr: 0.002302 loss: 0.1908 (0.1996) loss_rec_all: 0.2168 (0.2254) loss_rec_sfr: 0.2786 (0.2973) loss_cl: -0.2793 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [03:36:42.616587] Epoch: [138] [ 820/2904] eta: 0:26:37 lr: 0.002302 loss: 0.1921 (0.1997) loss_rec_all: 0.2177 (0.2255) loss_rec_sfr: 0.2816 (0.2976) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [03:36:57.522523] Epoch: [138] [ 840/2904] eta: 0:26:21 lr: 0.002302 loss: 0.1838 (0.1994) loss_rec_all: 0.2101 (0.2252) loss_rec_sfr: 0.2713 (0.2968) loss_cl: -0.2788 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [03:37:12.431236] Epoch: [138] [ 860/2904] eta: 0:26:05 lr: 0.002302 loss: 0.1874 (0.1992) loss_rec_all: 0.2137 (0.2250) loss_rec_sfr: 0.2742 (0.2960) loss_cl: -0.2793 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [03:37:27.340959] Epoch: [138] [ 880/2904] eta: 0:25:48 lr: 0.002302 loss: 0.1895 (0.1992) loss_rec_all: 0.2156 (0.2250) loss_rec_sfr: 0.2776 (0.2960) loss_cl: -0.2788 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [03:37:42.248748] Epoch: [138] [ 900/2904] eta: 0:25:32 lr: 0.002302 loss: 0.1872 (0.1991) loss_rec_all: 0.2136 (0.2249) loss_rec_sfr: 0.2758 (0.2957) loss_cl: -0.2782 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [03:37:57.157042] Epoch: [138] [ 920/2904] eta: 0:25:16 lr: 0.002302 loss: 0.1884 (0.1991) loss_rec_all: 0.2145 (0.2249) loss_rec_sfr: 0.2509 (0.2955) loss_cl: -0.2779 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [03:38:12.064775] Epoch: [138] [ 940/2904] eta: 0:25:00 lr: 0.002302 loss: 0.1903 (0.1992) loss_rec_all: 0.2163 (0.2250) loss_rec_sfr: 0.2831 (0.2958) loss_cl: -0.2792 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [03:38:26.976041] Epoch: [138] [ 960/2904] eta: 0:24:44 lr: 0.002302 loss: 0.1858 (0.1991) loss_rec_all: 0.2117 (0.2249) loss_rec_sfr: 0.2853 (0.2959) loss_cl: -0.2796 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [03:38:41.891622] Epoch: [138] [ 980/2904] eta: 0:24:28 lr: 0.002302 loss: 0.1915 (0.1993) loss_rec_all: 0.2176 (0.2251) loss_rec_sfr: 0.2961 (0.2966) loss_cl: -0.2784 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [03:38:56.801436] Epoch: [138] [1000/2904] eta: 0:24:12 lr: 0.002302 loss: 0.1923 (0.1995) loss_rec_all: 0.2181 (0.2253) loss_rec_sfr: 0.2833 (0.2971) loss_cl: -0.2784 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [03:39:11.714525] Epoch: [138] [1020/2904] eta: 0:23:56 lr: 0.002302 loss: 0.1847 (0.1995) loss_rec_all: 0.2107 (0.2252) loss_rec_sfr: 0.2698 (0.2970) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [03:39:26.618403] Epoch: [138] [1040/2904] eta: 0:23:40 lr: 0.002302 loss: 0.1902 (0.1994) loss_rec_all: 0.2163 (0.2252) loss_rec_sfr: 0.2386 (0.2966) loss_cl: -0.2790 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [03:39:41.533349] Epoch: [138] [1060/2904] eta: 0:23:25 lr: 0.002302 loss: 0.1892 (0.1994) loss_rec_all: 0.2151 (0.2252) loss_rec_sfr: 0.2774 (0.2967) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [03:39:56.442993] Epoch: [138] [1080/2904] eta: 0:23:09 lr: 0.002302 loss: 0.1864 (0.1992) loss_rec_all: 0.2127 (0.2250) loss_rec_sfr: 0.2688 (0.2959) loss_cl: -0.2797 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [03:40:11.351433] Epoch: [138] [1100/2904] eta: 0:22:53 lr: 0.002302 loss: 0.1891 (0.1991) loss_rec_all: 0.2152 (0.2249) loss_rec_sfr: 0.2670 (0.2957) loss_cl: -0.2801 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [03:40:26.262586] Epoch: [138] [1120/2904] eta: 0:22:37 lr: 0.002302 loss: 0.1899 (0.1991) loss_rec_all: 0.2162 (0.2249) loss_rec_sfr: 0.2598 (0.2955) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [03:40:41.170937] Epoch: [138] [1140/2904] eta: 0:22:22 lr: 0.002302 loss: 0.1882 (0.1992) loss_rec_all: 0.2141 (0.2250) loss_rec_sfr: 0.2578 (0.2955) loss_cl: -0.2785 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [03:40:56.078017] Epoch: [138] [1160/2904] eta: 0:22:06 lr: 0.002302 loss: 0.1876 (0.1991) loss_rec_all: 0.2132 (0.2249) loss_rec_sfr: 0.2725 (0.2953) loss_cl: -0.2784 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [03:41:10.983466] Epoch: [138] [1180/2904] eta: 0:21:50 lr: 0.002302 loss: 0.1891 (0.1991) loss_rec_all: 0.2151 (0.2249) loss_rec_sfr: 0.2840 (0.2954) loss_cl: -0.2793 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [03:41:25.893465] Epoch: [138] [1200/2904] eta: 0:21:35 lr: 0.002302 loss: 0.1898 (0.1991) loss_rec_all: 0.2156 (0.2249) loss_rec_sfr: 0.2672 (0.2954) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [03:41:40.806388] Epoch: [138] [1220/2904] eta: 0:21:19 lr: 0.002302 loss: 0.1894 (0.1991) loss_rec_all: 0.2157 (0.2249) loss_rec_sfr: 0.2660 (0.2953) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [03:41:55.708958] Epoch: [138] [1240/2904] eta: 0:21:03 lr: 0.002302 loss: 0.1874 (0.1991) loss_rec_all: 0.2132 (0.2249) loss_rec_sfr: 0.2822 (0.2956) loss_cl: -0.2787 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [03:42:10.619346] Epoch: [138] [1260/2904] eta: 0:20:48 lr: 0.002302 loss: 0.1877 (0.1992) loss_rec_all: 0.2140 (0.2250) loss_rec_sfr: 0.2875 (0.2959) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [03:42:25.525656] Epoch: [138] [1280/2904] eta: 0:20:32 lr: 0.002302 loss: 0.1871 (0.1992) loss_rec_all: 0.2131 (0.2250) loss_rec_sfr: 0.2864 (0.2961) loss_cl: -0.2790 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [03:42:40.429333] Epoch: [138] [1300/2904] eta: 0:20:17 lr: 0.002302 loss: 0.1856 (0.1991) loss_rec_all: 0.2116 (0.2249) loss_rec_sfr: 0.2720 (0.2958) loss_cl: -0.2794 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [03:42:55.333721] Epoch: [138] [1320/2904] eta: 0:20:01 lr: 0.002302 loss: 0.1876 (0.1991) loss_rec_all: 0.2141 (0.2249) loss_rec_sfr: 0.2807 (0.2958) loss_cl: -0.2795 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [03:43:10.240170] Epoch: [138] [1340/2904] eta: 0:19:46 lr: 0.002302 loss: 0.1896 (0.1991) loss_rec_all: 0.2154 (0.2249) loss_rec_sfr: 0.2728 (0.2958) loss_cl: -0.2788 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [03:43:25.151036] Epoch: [138] [1360/2904] eta: 0:19:30 lr: 0.002302 loss: 0.1879 (0.1991) loss_rec_all: 0.2135 (0.2249) loss_rec_sfr: 0.2621 (0.2959) loss_cl: -0.2778 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [03:43:40.069515] Epoch: [138] [1380/2904] eta: 0:19:15 lr: 0.002302 loss: 0.1872 (0.1991) loss_rec_all: 0.2135 (0.2249) loss_rec_sfr: 0.2730 (0.2958) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [03:43:54.980854] Epoch: [138] [1400/2904] eta: 0:18:59 lr: 0.002302 loss: 0.1850 (0.1991) loss_rec_all: 0.2113 (0.2249) loss_rec_sfr: 0.2724 (0.2958) loss_cl: -0.2797 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [03:44:09.887270] Epoch: [138] [1420/2904] eta: 0:18:44 lr: 0.002302 loss: 0.1902 (0.1991) loss_rec_all: 0.2161 (0.2249) loss_rec_sfr: 0.2690 (0.2958) loss_cl: -0.2792 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [03:44:24.792878] Epoch: [138] [1440/2904] eta: 0:18:29 lr: 0.002302 loss: 0.1922 (0.1993) loss_rec_all: 0.2182 (0.2251) loss_rec_sfr: 0.2750 (0.2964) loss_cl: -0.2790 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [03:44:39.703928] Epoch: [138] [1460/2904] eta: 0:18:13 lr: 0.002302 loss: 0.1878 (0.1993) loss_rec_all: 0.2136 (0.2251) loss_rec_sfr: 0.2639 (0.2962) loss_cl: -0.2784 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [03:44:54.612409] Epoch: [138] [1480/2904] eta: 0:17:58 lr: 0.002302 loss: 0.1879 (0.1992) loss_rec_all: 0.2140 (0.2250) loss_rec_sfr: 0.2698 (0.2960) loss_cl: -0.2786 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [03:45:09.519922] Epoch: [138] [1500/2904] eta: 0:17:42 lr: 0.002302 loss: 0.1903 (0.1993) loss_rec_all: 0.2163 (0.2251) loss_rec_sfr: 0.2747 (0.2964) loss_cl: -0.2778 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [03:45:24.426979] Epoch: [138] [1520/2904] eta: 0:17:27 lr: 0.002302 loss: 0.1855 (0.1992) loss_rec_all: 0.2115 (0.2250) loss_rec_sfr: 0.2788 (0.2960) loss_cl: -0.2792 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [03:45:39.336575] Epoch: [138] [1540/2904] eta: 0:17:12 lr: 0.002302 loss: 0.1857 (0.1991) loss_rec_all: 0.2124 (0.2249) loss_rec_sfr: 0.2708 (0.2959) loss_cl: -0.2794 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [03:45:54.245148] Epoch: [138] [1560/2904] eta: 0:16:56 lr: 0.002302 loss: 0.1853 (0.1991) loss_rec_all: 0.2114 (0.2250) loss_rec_sfr: 0.2708 (0.2960) loss_cl: -0.2789 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [03:46:09.158997] Epoch: [138] [1580/2904] eta: 0:16:41 lr: 0.002302 loss: 0.1937 (0.1991) loss_rec_all: 0.2195 (0.2249) loss_rec_sfr: 0.2755 (0.2959) loss_cl: -0.2782 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [03:46:24.068151] Epoch: [138] [1600/2904] eta: 0:16:26 lr: 0.002302 loss: 0.1845 (0.1992) loss_rec_all: 0.2107 (0.2250) loss_rec_sfr: 0.2601 (0.2959) loss_cl: -0.2781 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [03:46:38.978342] Epoch: [138] [1620/2904] eta: 0:16:10 lr: 0.002302 loss: 0.1860 (0.1991) loss_rec_all: 0.2122 (0.2249) loss_rec_sfr: 0.2674 (0.2958) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [03:46:53.891037] Epoch: [138] [1640/2904] eta: 0:15:55 lr: 0.002302 loss: 0.1908 (0.1991) loss_rec_all: 0.2167 (0.2249) loss_rec_sfr: 0.2710 (0.2957) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [03:47:08.793856] Epoch: [138] [1660/2904] eta: 0:15:40 lr: 0.002302 loss: 0.1929 (0.1991) loss_rec_all: 0.2190 (0.2249) loss_rec_sfr: 0.2733 (0.2957) loss_cl: -0.2792 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [03:47:23.699297] Epoch: [138] [1680/2904] eta: 0:15:25 lr: 0.002302 loss: 0.1891 (0.1991) loss_rec_all: 0.2148 (0.2249) loss_rec_sfr: 0.2728 (0.2957) loss_cl: -0.2783 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [03:47:38.604540] Epoch: [138] [1700/2904] eta: 0:15:09 lr: 0.002302 loss: 0.1876 (0.1991) loss_rec_all: 0.2138 (0.2249) loss_rec_sfr: 0.2945 (0.2958) loss_cl: -0.2790 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [03:47:53.512683] Epoch: [138] [1720/2904] eta: 0:14:54 lr: 0.002302 loss: 0.1877 (0.1991) loss_rec_all: 0.2136 (0.2249) loss_rec_sfr: 0.2872 (0.2959) loss_cl: -0.2787 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [03:48:08.423718] Epoch: [138] [1740/2904] eta: 0:14:39 lr: 0.002302 loss: 0.1904 (0.1990) loss_rec_all: 0.2163 (0.2249) loss_rec_sfr: 0.2695 (0.2956) loss_cl: -0.2783 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [03:48:23.343054] Epoch: [138] [1760/2904] eta: 0:14:24 lr: 0.002302 loss: 0.1920 (0.1991) loss_rec_all: 0.2180 (0.2249) loss_rec_sfr: 0.2760 (0.2956) loss_cl: -0.2796 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [03:48:38.253823] Epoch: [138] [1780/2904] eta: 0:14:08 lr: 0.002302 loss: 0.1934 (0.1992) loss_rec_all: 0.2192 (0.2250) loss_rec_sfr: 0.2789 (0.2959) loss_cl: -0.2780 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [03:48:53.163630] Epoch: [138] [1800/2904] eta: 0:13:53 lr: 0.002302 loss: 0.1879 (0.1992) loss_rec_all: 0.2138 (0.2250) loss_rec_sfr: 0.2412 (0.2958) loss_cl: -0.2793 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [03:49:08.077779] Epoch: [138] [1820/2904] eta: 0:13:38 lr: 0.002302 loss: 0.1851 (0.1991) loss_rec_all: 0.2114 (0.2249) loss_rec_sfr: 0.2455 (0.2956) loss_cl: -0.2796 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [03:49:22.988063] Epoch: [138] [1840/2904] eta: 0:13:23 lr: 0.002302 loss: 0.1928 (0.1992) loss_rec_all: 0.2185 (0.2250) loss_rec_sfr: 0.2876 (0.2959) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [03:49:37.894023] Epoch: [138] [1860/2904] eta: 0:13:08 lr: 0.002302 loss: 0.1858 (0.1991) loss_rec_all: 0.2119 (0.2249) loss_rec_sfr: 0.2601 (0.2958) loss_cl: -0.2787 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [03:49:52.805192] Epoch: [138] [1880/2904] eta: 0:12:52 lr: 0.002302 loss: 0.1889 (0.1992) loss_rec_all: 0.2147 (0.2250) loss_rec_sfr: 0.2946 (0.2959) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [03:50:07.727177] Epoch: [138] [1900/2904] eta: 0:12:37 lr: 0.002302 loss: 0.1884 (0.1991) loss_rec_all: 0.2143 (0.2249) loss_rec_sfr: 0.2710 (0.2957) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [03:50:22.641374] Epoch: [138] [1920/2904] eta: 0:12:22 lr: 0.002302 loss: 0.1884 (0.1991) loss_rec_all: 0.2143 (0.2249) loss_rec_sfr: 0.2722 (0.2957) loss_cl: -0.2793 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [03:50:37.549460] Epoch: [138] [1940/2904] eta: 0:12:07 lr: 0.002302 loss: 0.1848 (0.1991) loss_rec_all: 0.2111 (0.2249) loss_rec_sfr: 0.2868 (0.2958) loss_cl: -0.2789 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [03:50:52.457660] Epoch: [138] [1960/2904] eta: 0:11:52 lr: 0.002302 loss: 0.1906 (0.1991) loss_rec_all: 0.2165 (0.2249) loss_rec_sfr: 0.2857 (0.2960) loss_cl: -0.2788 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [03:51:07.365620] Epoch: [138] [1980/2904] eta: 0:11:36 lr: 0.002302 loss: 0.1852 (0.1990) loss_rec_all: 0.2115 (0.2249) loss_rec_sfr: 0.2692 (0.2958) loss_cl: -0.2783 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [03:51:22.275676] Epoch: [138] [2000/2904] eta: 0:11:21 lr: 0.002302 loss: 0.1908 (0.1991) loss_rec_all: 0.2169 (0.2249) loss_rec_sfr: 0.2619 (0.2959) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [03:51:37.184891] Epoch: [138] [2020/2904] eta: 0:11:06 lr: 0.002302 loss: 0.1887 (0.1990) loss_rec_all: 0.2149 (0.2248) loss_rec_sfr: 0.2620 (0.2957) loss_cl: -0.2791 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [03:51:52.096411] Epoch: [138] [2040/2904] eta: 0:10:51 lr: 0.002301 loss: 0.1926 (0.1991) loss_rec_all: 0.2187 (0.2249) loss_rec_sfr: 0.2757 (0.2960) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [03:52:07.005169] Epoch: [138] [2060/2904] eta: 0:10:36 lr: 0.002301 loss: 0.1847 (0.1990) loss_rec_all: 0.2106 (0.2249) loss_rec_sfr: 0.2788 (0.2958) loss_cl: -0.2795 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [03:52:21.911581] Epoch: [138] [2080/2904] eta: 0:10:21 lr: 0.002301 loss: 0.1872 (0.1990) loss_rec_all: 0.2131 (0.2248) loss_rec_sfr: 0.2746 (0.2957) loss_cl: -0.2793 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [03:52:36.819261] Epoch: [138] [2100/2904] eta: 0:10:06 lr: 0.002301 loss: 0.1924 (0.1991) loss_rec_all: 0.2186 (0.2249) loss_rec_sfr: 0.2737 (0.2958) loss_cl: -0.2798 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [03:52:51.729898] Epoch: [138] [2120/2904] eta: 0:09:50 lr: 0.002301 loss: 0.1917 (0.1991) loss_rec_all: 0.2178 (0.2249) loss_rec_sfr: 0.2662 (0.2958) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [03:53:06.634650] Epoch: [138] [2140/2904] eta: 0:09:35 lr: 0.002301 loss: 0.1937 (0.1991) loss_rec_all: 0.2196 (0.2249) loss_rec_sfr: 0.2693 (0.2960) loss_cl: -0.2779 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [03:53:21.543441] Epoch: [138] [2160/2904] eta: 0:09:20 lr: 0.002301 loss: 0.1894 (0.1991) loss_rec_all: 0.2150 (0.2249) loss_rec_sfr: 0.2533 (0.2959) loss_cl: -0.2789 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [03:53:36.466715] Epoch: [138] [2180/2904] eta: 0:09:05 lr: 0.002301 loss: 0.1907 (0.1992) loss_rec_all: 0.2164 (0.2250) loss_rec_sfr: 0.2943 (0.2961) loss_cl: -0.2797 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [03:53:51.381422] Epoch: [138] [2200/2904] eta: 0:08:50 lr: 0.002301 loss: 0.1890 (0.1993) loss_rec_all: 0.2154 (0.2251) loss_rec_sfr: 0.2861 (0.2964) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [03:54:06.289781] Epoch: [138] [2220/2904] eta: 0:08:35 lr: 0.002301 loss: 0.1869 (0.1993) loss_rec_all: 0.2129 (0.2251) loss_rec_sfr: 0.2776 (0.2965) loss_cl: -0.2789 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [03:54:21.206695] Epoch: [138] [2240/2904] eta: 0:08:20 lr: 0.002301 loss: 0.1906 (0.1992) loss_rec_all: 0.2163 (0.2251) loss_rec_sfr: 0.2681 (0.2963) loss_cl: -0.2781 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [03:54:36.113704] Epoch: [138] [2260/2904] eta: 0:08:05 lr: 0.002301 loss: 0.1936 (0.1993) loss_rec_all: 0.2197 (0.2251) loss_rec_sfr: 0.2844 (0.2965) loss_cl: -0.2786 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [03:54:51.020831] Epoch: [138] [2280/2904] eta: 0:07:49 lr: 0.002301 loss: 0.1890 (0.1993) loss_rec_all: 0.2147 (0.2251) loss_rec_sfr: 0.2869 (0.2966) loss_cl: -0.2782 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [03:55:05.927719] Epoch: [138] [2300/2904] eta: 0:07:34 lr: 0.002301 loss: 0.1875 (0.1993) loss_rec_all: 0.2134 (0.2251) loss_rec_sfr: 0.2779 (0.2966) loss_cl: -0.2786 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [03:55:20.837856] Epoch: [138] [2320/2904] eta: 0:07:19 lr: 0.002301 loss: 0.1898 (0.1994) loss_rec_all: 0.2158 (0.2252) loss_rec_sfr: 0.2831 (0.2968) loss_cl: -0.2795 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [03:55:35.753727] Epoch: [138] [2340/2904] eta: 0:07:04 lr: 0.002301 loss: 0.1904 (0.1994) loss_rec_all: 0.2162 (0.2252) loss_rec_sfr: 0.2928 (0.2971) loss_cl: -0.2798 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [03:55:50.666374] Epoch: [138] [2360/2904] eta: 0:06:49 lr: 0.002301 loss: 0.1894 (0.1994) loss_rec_all: 0.2152 (0.2252) loss_rec_sfr: 0.2780 (0.2970) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [03:56:05.576715] Epoch: [138] [2380/2904] eta: 0:06:34 lr: 0.002301 loss: 0.1869 (0.1994) loss_rec_all: 0.2131 (0.2252) loss_rec_sfr: 0.2752 (0.2968) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [03:56:20.488554] Epoch: [138] [2400/2904] eta: 0:06:19 lr: 0.002301 loss: 0.1944 (0.1994) loss_rec_all: 0.2201 (0.2252) loss_rec_sfr: 0.2869 (0.2970) loss_cl: -0.2783 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [03:56:35.397143] Epoch: [138] [2420/2904] eta: 0:06:04 lr: 0.002301 loss: 0.1973 (0.1995) loss_rec_all: 0.2233 (0.2253) loss_rec_sfr: 0.2930 (0.2975) loss_cl: -0.2787 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [03:56:50.304556] Epoch: [138] [2440/2904] eta: 0:05:49 lr: 0.002301 loss: 0.1888 (0.1995) loss_rec_all: 0.2149 (0.2253) loss_rec_sfr: 0.2812 (0.2975) loss_cl: -0.2789 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [03:57:05.215200] Epoch: [138] [2460/2904] eta: 0:05:34 lr: 0.002301 loss: 0.1940 (0.1996) loss_rec_all: 0.2198 (0.2254) loss_rec_sfr: 0.2687 (0.2977) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [03:57:20.130276] Epoch: [138] [2480/2904] eta: 0:05:19 lr: 0.002301 loss: 0.1879 (0.1996) loss_rec_all: 0.2140 (0.2254) loss_rec_sfr: 0.2732 (0.2976) loss_cl: -0.2795 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [03:57:35.045302] Epoch: [138] [2500/2904] eta: 0:05:03 lr: 0.002301 loss: 0.1887 (0.1995) loss_rec_all: 0.2150 (0.2253) loss_rec_sfr: 0.2851 (0.2975) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [03:57:49.953763] Epoch: [138] [2520/2904] eta: 0:04:48 lr: 0.002301 loss: 0.1894 (0.1995) loss_rec_all: 0.2152 (0.2253) loss_rec_sfr: 0.2866 (0.2974) loss_cl: -0.2787 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [03:58:04.863919] Epoch: [138] [2540/2904] eta: 0:04:33 lr: 0.002301 loss: 0.1844 (0.1994) loss_rec_all: 0.2103 (0.2252) loss_rec_sfr: 0.2609 (0.2971) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [03:58:19.775541] Epoch: [138] [2560/2904] eta: 0:04:18 lr: 0.002301 loss: 0.1879 (0.1994) loss_rec_all: 0.2138 (0.2252) loss_rec_sfr: 0.2408 (0.2970) loss_cl: -0.2797 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [03:58:34.685269] Epoch: [138] [2580/2904] eta: 0:04:03 lr: 0.002301 loss: 0.1860 (0.1993) loss_rec_all: 0.2121 (0.2251) loss_rec_sfr: 0.2809 (0.2968) loss_cl: -0.2792 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [03:58:49.601152] Epoch: [138] [2600/2904] eta: 0:03:48 lr: 0.002301 loss: 0.1901 (0.1993) loss_rec_all: 0.2162 (0.2251) loss_rec_sfr: 0.2742 (0.2967) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [03:59:04.517624] Epoch: [138] [2620/2904] eta: 0:03:33 lr: 0.002301 loss: 0.1934 (0.1994) loss_rec_all: 0.2194 (0.2252) loss_rec_sfr: 0.2993 (0.2971) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [03:59:19.427287] Epoch: [138] [2640/2904] eta: 0:03:18 lr: 0.002301 loss: 0.1876 (0.1994) loss_rec_all: 0.2133 (0.2252) loss_rec_sfr: 0.2859 (0.2972) loss_cl: -0.2788 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [03:59:34.341317] Epoch: [138] [2660/2904] eta: 0:03:03 lr: 0.002301 loss: 0.1904 (0.1994) loss_rec_all: 0.2160 (0.2252) loss_rec_sfr: 0.2921 (0.2974) loss_cl: -0.2784 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [03:59:49.252600] Epoch: [138] [2680/2904] eta: 0:02:48 lr: 0.002301 loss: 0.1915 (0.1995) loss_rec_all: 0.2174 (0.2253) loss_rec_sfr: 0.2853 (0.2975) loss_cl: -0.2796 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [04:00:04.161989] Epoch: [138] [2700/2904] eta: 0:02:33 lr: 0.002301 loss: 0.1909 (0.1995) loss_rec_all: 0.2169 (0.2253) loss_rec_sfr: 0.2825 (0.2976) loss_cl: -0.2791 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [04:00:19.077401] Epoch: [138] [2720/2904] eta: 0:02:18 lr: 0.002301 loss: 0.1844 (0.1995) loss_rec_all: 0.2104 (0.2253) loss_rec_sfr: 0.2433 (0.2974) loss_cl: -0.2782 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [04:00:33.992975] Epoch: [138] [2740/2904] eta: 0:02:03 lr: 0.002301 loss: 0.1886 (0.1995) loss_rec_all: 0.2147 (0.2253) loss_rec_sfr: 0.2535 (0.2975) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [04:00:48.905430] Epoch: [138] [2760/2904] eta: 0:01:48 lr: 0.002301 loss: 0.1901 (0.1995) loss_rec_all: 0.2157 (0.2253) loss_rec_sfr: 0.2819 (0.2975) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [04:01:03.825053] Epoch: [138] [2780/2904] eta: 0:01:33 lr: 0.002301 loss: 0.1864 (0.1995) loss_rec_all: 0.2121 (0.2253) loss_rec_sfr: 0.2615 (0.2974) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [04:01:18.742691] Epoch: [138] [2800/2904] eta: 0:01:18 lr: 0.002301 loss: 0.1902 (0.1995) loss_rec_all: 0.2162 (0.2253) loss_rec_sfr: 0.2686 (0.2974) loss_cl: -0.2796 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [04:01:33.658336] Epoch: [138] [2820/2904] eta: 0:01:03 lr: 0.002301 loss: 0.1852 (0.1995) loss_rec_all: 0.2113 (0.2253) loss_rec_sfr: 0.2413 (0.2973) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [04:01:48.605472] Epoch: [138] [2840/2904] eta: 0:00:48 lr: 0.002301 loss: 0.1908 (0.1995) loss_rec_all: 0.2165 (0.2253) loss_rec_sfr: 0.2500 (0.2973) loss_cl: -0.2780 (-0.2788) time: 0.7473 data: 0.0023 max mem: 29860 [04:02:03.494652] Epoch: [138] [2860/2904] eta: 0:00:33 lr: 0.002301 loss: 0.1888 (0.1996) loss_rec_all: 0.2145 (0.2254) loss_rec_sfr: 0.2880 (0.2975) loss_cl: -0.2780 (-0.2788) time: 0.7444 data: 0.0001 max mem: 29860 [04:02:18.385145] Epoch: [138] [2880/2904] eta: 0:00:18 lr: 0.002301 loss: 0.1832 (0.1995) loss_rec_all: 0.2095 (0.2253) loss_rec_sfr: 0.2403 (0.2973) loss_cl: -0.2802 (-0.2788) time: 0.7445 data: 0.0001 max mem: 29860 [04:02:33.282838] Epoch: [138] [2900/2904] eta: 0:00:03 lr: 0.002301 loss: 0.1929 (0.1995) loss_rec_all: 0.2188 (0.2253) loss_rec_sfr: 0.2702 (0.2972) loss_cl: -0.2793 (-0.2788) time: 0.7448 data: 0.0001 max mem: 29860 [04:02:35.524434] Epoch: [138] [2903/2904] eta: 0:00:00 lr: 0.002301 loss: 0.1919 (0.1995) loss_rec_all: 0.2179 (0.2253) loss_rec_sfr: 0.2664 (0.2972) loss_cl: -0.2793 (-0.2788) time: 0.7449 data: 0.0001 max mem: 29860 [04:02:37.686482] Epoch: [138] Total time: 0:36:24 (0.7523 s / it) [04:02:37.687671] Averaged stats: lr: 0.002301 loss: 0.1919 (0.2015) loss_rec_all: 0.2179 (0.2250) loss_rec_sfr: 0.2664 (0.2961) loss_cl: -0.2793 (-0.2555) [04:02:37.692361] log_dir: ./checkpoint/VF2_ViT-B [04:02:54.400536] Epoch: [139] [ 0/2904] eta: 13:28:38 lr: 0.002301 loss: 0.2425 (0.2425) loss_rec_all: 0.2672 (0.2672) loss_rec_sfr: 0.4619 (0.4619) loss_cl: -0.2787 (-0.2787) time: 16.7075 data: 10.4845 max mem: 29860 [04:03:12.148722] Epoch: [139] [ 20/2904] eta: 1:18:51 lr: 0.002301 loss: 0.1876 (0.2028) loss_rec_all: 0.2137 (0.2286) loss_rec_sfr: 0.2695 (0.3041) loss_cl: -0.2790 (-0.2787) time: 0.8874 data: 0.0823 max mem: 29860 [04:03:27.102200] Epoch: [139] [ 40/2904] eta: 0:57:31 lr: 0.002301 loss: 0.1876 (0.2007) loss_rec_all: 0.2133 (0.2265) loss_rec_sfr: 0.2719 (0.2973) loss_cl: -0.2783 (-0.2786) time: 0.7476 data: 0.0002 max mem: 29860 [04:03:42.047644] Epoch: [139] [ 60/2904] eta: 0:50:00 lr: 0.002301 loss: 0.1887 (0.2009) loss_rec_all: 0.2144 (0.2267) loss_rec_sfr: 0.2376 (0.2938) loss_cl: -0.2784 (-0.2786) time: 0.7472 data: 0.0002 max mem: 29860 [04:03:57.027433] Epoch: [139] [ 80/2904] eta: 0:46:05 lr: 0.002301 loss: 0.1848 (0.1984) loss_rec_all: 0.2111 (0.2243) loss_rec_sfr: 0.2818 (0.2905) loss_cl: -0.2788 (-0.2786) time: 0.7489 data: 0.0002 max mem: 29860 [04:04:11.984528] Epoch: [139] [ 100/2904] eta: 0:43:37 lr: 0.002301 loss: 0.1873 (0.1987) loss_rec_all: 0.2137 (0.2245) loss_rec_sfr: 0.2426 (0.2903) loss_cl: -0.2796 (-0.2789) time: 0.7478 data: 0.0002 max mem: 29860 [04:04:26.971659] Epoch: [139] [ 120/2904] eta: 0:41:54 lr: 0.002301 loss: 0.1882 (0.1985) loss_rec_all: 0.2142 (0.2243) loss_rec_sfr: 0.2857 (0.2914) loss_cl: -0.2797 (-0.2790) time: 0.7493 data: 0.0002 max mem: 29860 [04:04:41.966354] Epoch: [139] [ 140/2904] eta: 0:40:35 lr: 0.002301 loss: 0.1860 (0.1974) loss_rec_all: 0.2117 (0.2233) loss_rec_sfr: 0.2628 (0.2874) loss_cl: -0.2786 (-0.2790) time: 0.7497 data: 0.0002 max mem: 29860 [04:04:56.967155] Epoch: [139] [ 160/2904] eta: 0:39:33 lr: 0.002301 loss: 0.1909 (0.1982) loss_rec_all: 0.2171 (0.2241) loss_rec_sfr: 0.2462 (0.2891) loss_cl: -0.2788 (-0.2789) time: 0.7500 data: 0.0002 max mem: 29860 [04:05:11.979908] Epoch: [139] [ 180/2904] eta: 0:38:41 lr: 0.002301 loss: 0.1915 (0.1990) loss_rec_all: 0.2177 (0.2248) loss_rec_sfr: 0.2847 (0.2922) loss_cl: -0.2782 (-0.2789) time: 0.7506 data: 0.0002 max mem: 29860 [04:05:26.983743] Epoch: [139] [ 200/2904] eta: 0:37:57 lr: 0.002301 loss: 0.1872 (0.1984) loss_rec_all: 0.2134 (0.2242) loss_rec_sfr: 0.2799 (0.2907) loss_cl: -0.2785 (-0.2788) time: 0.7501 data: 0.0002 max mem: 29860 [04:05:41.960253] Epoch: [139] [ 220/2904] eta: 0:37:17 lr: 0.002301 loss: 0.1862 (0.1980) loss_rec_all: 0.2128 (0.2239) loss_rec_sfr: 0.2445 (0.2890) loss_cl: -0.2786 (-0.2788) time: 0.7488 data: 0.0002 max mem: 29860 [04:05:56.943431] Epoch: [139] [ 240/2904] eta: 0:36:42 lr: 0.002301 loss: 0.1878 (0.1981) loss_rec_all: 0.2139 (0.2240) loss_rec_sfr: 0.2590 (0.2893) loss_cl: -0.2783 (-0.2788) time: 0.7491 data: 0.0002 max mem: 29860 [04:06:11.960352] Epoch: [139] [ 260/2904] eta: 0:36:10 lr: 0.002301 loss: 0.1876 (0.1978) loss_rec_all: 0.2141 (0.2237) loss_rec_sfr: 0.2731 (0.2886) loss_cl: -0.2785 (-0.2787) time: 0.7508 data: 0.0002 max mem: 29860 [04:06:26.942301] Epoch: [139] [ 280/2904] eta: 0:35:40 lr: 0.002301 loss: 0.1876 (0.1978) loss_rec_all: 0.2140 (0.2237) loss_rec_sfr: 0.2605 (0.2884) loss_cl: -0.2798 (-0.2788) time: 0.7490 data: 0.0002 max mem: 29860 [04:06:41.940239] Epoch: [139] [ 300/2904] eta: 0:35:12 lr: 0.002301 loss: 0.1898 (0.1981) loss_rec_all: 0.2160 (0.2239) loss_rec_sfr: 0.2804 (0.2893) loss_cl: -0.2786 (-0.2788) time: 0.7498 data: 0.0002 max mem: 29860 [04:06:56.951084] Epoch: [139] [ 320/2904] eta: 0:34:46 lr: 0.002301 loss: 0.1854 (0.1976) loss_rec_all: 0.2112 (0.2235) loss_rec_sfr: 0.2758 (0.2886) loss_cl: -0.2794 (-0.2788) time: 0.7505 data: 0.0002 max mem: 29860 [04:07:11.883592] Epoch: [139] [ 340/2904] eta: 0:34:21 lr: 0.002301 loss: 0.1895 (0.1976) loss_rec_all: 0.2153 (0.2235) loss_rec_sfr: 0.2776 (0.2891) loss_cl: -0.2785 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [04:07:26.790623] Epoch: [139] [ 360/2904] eta: 0:33:57 lr: 0.002301 loss: 0.1870 (0.1974) loss_rec_all: 0.2127 (0.2233) loss_rec_sfr: 0.2780 (0.2892) loss_cl: -0.2789 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [04:07:41.700527] Epoch: [139] [ 380/2904] eta: 0:33:33 lr: 0.002301 loss: 0.1906 (0.1978) loss_rec_all: 0.2165 (0.2237) loss_rec_sfr: 0.2773 (0.2909) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [04:07:56.610975] Epoch: [139] [ 400/2904] eta: 0:33:11 lr: 0.002301 loss: 0.1907 (0.1983) loss_rec_all: 0.2169 (0.2241) loss_rec_sfr: 0.2851 (0.2928) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [04:08:11.514270] Epoch: [139] [ 420/2904] eta: 0:32:49 lr: 0.002301 loss: 0.1928 (0.1984) loss_rec_all: 0.2194 (0.2243) loss_rec_sfr: 0.2724 (0.2926) loss_cl: -0.2788 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [04:08:26.419368] Epoch: [139] [ 440/2904] eta: 0:32:28 lr: 0.002301 loss: 0.1853 (0.1981) loss_rec_all: 0.2113 (0.2239) loss_rec_sfr: 0.2728 (0.2914) loss_cl: -0.2790 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [04:08:41.331658] Epoch: [139] [ 460/2904] eta: 0:32:07 lr: 0.002301 loss: 0.1871 (0.1978) loss_rec_all: 0.2133 (0.2237) loss_rec_sfr: 0.2778 (0.2911) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [04:08:56.254193] Epoch: [139] [ 480/2904] eta: 0:31:47 lr: 0.002301 loss: 0.1947 (0.1981) loss_rec_all: 0.2208 (0.2240) loss_rec_sfr: 0.2806 (0.2922) loss_cl: -0.2776 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [04:09:11.171447] Epoch: [139] [ 500/2904] eta: 0:31:27 lr: 0.002301 loss: 0.1888 (0.1981) loss_rec_all: 0.2147 (0.2240) loss_rec_sfr: 0.2479 (0.2919) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [04:09:26.092769] Epoch: [139] [ 520/2904] eta: 0:31:08 lr: 0.002301 loss: 0.1896 (0.1985) loss_rec_all: 0.2154 (0.2244) loss_rec_sfr: 0.2909 (0.2938) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [04:09:41.001419] Epoch: [139] [ 540/2904] eta: 0:30:49 lr: 0.002301 loss: 0.1864 (0.1983) loss_rec_all: 0.2125 (0.2242) loss_rec_sfr: 0.2411 (0.2930) loss_cl: -0.2792 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [04:09:55.914192] Epoch: [139] [ 560/2904] eta: 0:30:30 lr: 0.002301 loss: 0.1887 (0.1987) loss_rec_all: 0.2150 (0.2245) loss_rec_sfr: 0.2840 (0.2941) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [04:10:10.826440] Epoch: [139] [ 580/2904] eta: 0:30:12 lr: 0.002301 loss: 0.1924 (0.1989) loss_rec_all: 0.2180 (0.2247) loss_rec_sfr: 0.2885 (0.2949) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [04:10:25.735189] Epoch: [139] [ 600/2904] eta: 0:29:54 lr: 0.002301 loss: 0.1883 (0.1989) loss_rec_all: 0.2140 (0.2247) loss_rec_sfr: 0.2717 (0.2948) loss_cl: -0.2785 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [04:10:40.644420] Epoch: [139] [ 620/2904] eta: 0:29:36 lr: 0.002300 loss: 0.1917 (0.1992) loss_rec_all: 0.2175 (0.2251) loss_rec_sfr: 0.2912 (0.2961) loss_cl: -0.2798 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [04:10:55.552454] Epoch: [139] [ 640/2904] eta: 0:29:18 lr: 0.002300 loss: 0.1889 (0.1993) loss_rec_all: 0.2147 (0.2251) loss_rec_sfr: 0.2602 (0.2960) loss_cl: -0.2792 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [04:11:10.471900] Epoch: [139] [ 660/2904] eta: 0:29:00 lr: 0.002300 loss: 0.1906 (0.1994) loss_rec_all: 0.2167 (0.2252) loss_rec_sfr: 0.2686 (0.2961) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [04:11:25.378058] Epoch: [139] [ 680/2904] eta: 0:28:43 lr: 0.002300 loss: 0.1883 (0.1993) loss_rec_all: 0.2144 (0.2252) loss_rec_sfr: 0.2811 (0.2962) loss_cl: -0.2781 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [04:11:40.303632] Epoch: [139] [ 700/2904] eta: 0:28:25 lr: 0.002300 loss: 0.1864 (0.1992) loss_rec_all: 0.2124 (0.2250) loss_rec_sfr: 0.2766 (0.2958) loss_cl: -0.2783 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [04:11:55.215681] Epoch: [139] [ 720/2904] eta: 0:28:08 lr: 0.002300 loss: 0.1901 (0.1991) loss_rec_all: 0.2159 (0.2249) loss_rec_sfr: 0.2849 (0.2956) loss_cl: -0.2782 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [04:12:10.135179] Epoch: [139] [ 740/2904] eta: 0:27:51 lr: 0.002300 loss: 0.1881 (0.1991) loss_rec_all: 0.2145 (0.2249) loss_rec_sfr: 0.2744 (0.2957) loss_cl: -0.2799 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [04:12:25.049128] Epoch: [139] [ 760/2904] eta: 0:27:34 lr: 0.002300 loss: 0.1859 (0.1991) loss_rec_all: 0.2122 (0.2249) loss_rec_sfr: 0.2764 (0.2956) loss_cl: -0.2796 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [04:12:39.961695] Epoch: [139] [ 780/2904] eta: 0:27:17 lr: 0.002300 loss: 0.1906 (0.1994) loss_rec_all: 0.2167 (0.2252) loss_rec_sfr: 0.2776 (0.2966) loss_cl: -0.2784 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [04:12:54.871609] Epoch: [139] [ 800/2904] eta: 0:27:01 lr: 0.002300 loss: 0.1868 (0.1991) loss_rec_all: 0.2131 (0.2249) loss_rec_sfr: 0.2379 (0.2957) loss_cl: -0.2785 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [04:13:09.783626] Epoch: [139] [ 820/2904] eta: 0:26:44 lr: 0.002300 loss: 0.1902 (0.1991) loss_rec_all: 0.2164 (0.2249) loss_rec_sfr: 0.2726 (0.2953) loss_cl: -0.2795 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [04:13:24.689241] Epoch: [139] [ 840/2904] eta: 0:26:27 lr: 0.002300 loss: 0.1867 (0.1990) loss_rec_all: 0.2126 (0.2248) loss_rec_sfr: 0.2772 (0.2952) loss_cl: -0.2797 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [04:13:39.597913] Epoch: [139] [ 860/2904] eta: 0:26:11 lr: 0.002300 loss: 0.1916 (0.1992) loss_rec_all: 0.2172 (0.2250) loss_rec_sfr: 0.2878 (0.2962) loss_cl: -0.2785 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [04:13:54.510034] Epoch: [139] [ 880/2904] eta: 0:25:54 lr: 0.002300 loss: 0.1923 (0.1994) loss_rec_all: 0.2181 (0.2252) loss_rec_sfr: 0.2778 (0.2966) loss_cl: -0.2780 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [04:14:09.417344] Epoch: [139] [ 900/2904] eta: 0:25:38 lr: 0.002300 loss: 0.1885 (0.1995) loss_rec_all: 0.2147 (0.2253) loss_rec_sfr: 0.2757 (0.2969) loss_cl: -0.2780 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [04:14:24.330702] Epoch: [139] [ 920/2904] eta: 0:25:22 lr: 0.002300 loss: 0.1898 (0.1994) loss_rec_all: 0.2156 (0.2252) loss_rec_sfr: 0.2804 (0.2966) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [04:14:39.241818] Epoch: [139] [ 940/2904] eta: 0:25:05 lr: 0.002300 loss: 0.1899 (0.1994) loss_rec_all: 0.2158 (0.2252) loss_rec_sfr: 0.2732 (0.2966) loss_cl: -0.2794 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [04:14:54.164650] Epoch: [139] [ 960/2904] eta: 0:24:49 lr: 0.002300 loss: 0.1921 (0.1994) loss_rec_all: 0.2179 (0.2252) loss_rec_sfr: 0.2803 (0.2968) loss_cl: -0.2790 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [04:15:09.073217] Epoch: [139] [ 980/2904] eta: 0:24:33 lr: 0.002300 loss: 0.1867 (0.1993) loss_rec_all: 0.2123 (0.2251) loss_rec_sfr: 0.2839 (0.2966) loss_cl: -0.2784 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [04:15:23.981450] Epoch: [139] [1000/2904] eta: 0:24:17 lr: 0.002300 loss: 0.1914 (0.1993) loss_rec_all: 0.2173 (0.2251) loss_rec_sfr: 0.2805 (0.2967) loss_cl: -0.2787 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [04:15:38.896011] Epoch: [139] [1020/2904] eta: 0:24:01 lr: 0.002300 loss: 0.2000 (0.1997) loss_rec_all: 0.2260 (0.2255) loss_rec_sfr: 0.2883 (0.2977) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [04:15:53.805054] Epoch: [139] [1040/2904] eta: 0:23:45 lr: 0.002300 loss: 0.1891 (0.1998) loss_rec_all: 0.2153 (0.2255) loss_rec_sfr: 0.2821 (0.2979) loss_cl: -0.2794 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [04:16:08.717795] Epoch: [139] [1060/2904] eta: 0:23:29 lr: 0.002300 loss: 0.1867 (0.1997) loss_rec_all: 0.2129 (0.2255) loss_rec_sfr: 0.2681 (0.2977) loss_cl: -0.2794 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [04:16:23.625501] Epoch: [139] [1080/2904] eta: 0:23:13 lr: 0.002300 loss: 0.1899 (0.1998) loss_rec_all: 0.2156 (0.2256) loss_rec_sfr: 0.2910 (0.2984) loss_cl: -0.2781 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [04:16:38.536180] Epoch: [139] [1100/2904] eta: 0:22:57 lr: 0.002300 loss: 0.1907 (0.1998) loss_rec_all: 0.2169 (0.2256) loss_rec_sfr: 0.2689 (0.2982) loss_cl: -0.2780 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [04:16:53.447178] Epoch: [139] [1120/2904] eta: 0:22:41 lr: 0.002300 loss: 0.1863 (0.1997) loss_rec_all: 0.2126 (0.2254) loss_rec_sfr: 0.2846 (0.2979) loss_cl: -0.2792 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [04:17:08.357289] Epoch: [139] [1140/2904] eta: 0:22:25 lr: 0.002300 loss: 0.1891 (0.1997) loss_rec_all: 0.2154 (0.2255) loss_rec_sfr: 0.2843 (0.2980) loss_cl: -0.2793 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [04:17:23.265483] Epoch: [139] [1160/2904] eta: 0:22:10 lr: 0.002300 loss: 0.1889 (0.1997) loss_rec_all: 0.2148 (0.2255) loss_rec_sfr: 0.2879 (0.2982) loss_cl: -0.2796 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [04:17:38.178283] Epoch: [139] [1180/2904] eta: 0:21:54 lr: 0.002300 loss: 0.1873 (0.1997) loss_rec_all: 0.2135 (0.2255) loss_rec_sfr: 0.2816 (0.2981) loss_cl: -0.2793 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [04:17:53.088844] Epoch: [139] [1200/2904] eta: 0:21:38 lr: 0.002300 loss: 0.1910 (0.1996) loss_rec_all: 0.2166 (0.2254) loss_rec_sfr: 0.2724 (0.2979) loss_cl: -0.2795 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [04:18:07.995659] Epoch: [139] [1220/2904] eta: 0:21:22 lr: 0.002300 loss: 0.1866 (0.1996) loss_rec_all: 0.2129 (0.2254) loss_rec_sfr: 0.2774 (0.2979) loss_cl: -0.2784 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [04:18:22.899710] Epoch: [139] [1240/2904] eta: 0:21:07 lr: 0.002300 loss: 0.1868 (0.1996) loss_rec_all: 0.2126 (0.2254) loss_rec_sfr: 0.2831 (0.2980) loss_cl: -0.2783 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [04:18:37.807408] Epoch: [139] [1260/2904] eta: 0:20:51 lr: 0.002300 loss: 0.1889 (0.1996) loss_rec_all: 0.2150 (0.2254) loss_rec_sfr: 0.2489 (0.2978) loss_cl: -0.2789 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [04:18:52.711920] Epoch: [139] [1280/2904] eta: 0:20:36 lr: 0.002300 loss: 0.1928 (0.1996) loss_rec_all: 0.2187 (0.2254) loss_rec_sfr: 0.2769 (0.2978) loss_cl: -0.2783 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [04:19:07.619399] Epoch: [139] [1300/2904] eta: 0:20:20 lr: 0.002300 loss: 0.1898 (0.1996) loss_rec_all: 0.2160 (0.2254) loss_rec_sfr: 0.2774 (0.2977) loss_cl: -0.2788 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [04:19:22.527879] Epoch: [139] [1320/2904] eta: 0:20:04 lr: 0.002300 loss: 0.1890 (0.1998) loss_rec_all: 0.2150 (0.2255) loss_rec_sfr: 0.2936 (0.2982) loss_cl: -0.2801 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [04:19:37.435080] Epoch: [139] [1340/2904] eta: 0:19:49 lr: 0.002300 loss: 0.1876 (0.1997) loss_rec_all: 0.2136 (0.2255) loss_rec_sfr: 0.2834 (0.2982) loss_cl: -0.2790 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [04:19:52.340291] Epoch: [139] [1360/2904] eta: 0:19:33 lr: 0.002300 loss: 0.1891 (0.1997) loss_rec_all: 0.2151 (0.2254) loss_rec_sfr: 0.2724 (0.2981) loss_cl: -0.2783 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [04:20:07.244967] Epoch: [139] [1380/2904] eta: 0:19:18 lr: 0.002300 loss: 0.1878 (0.1996) loss_rec_all: 0.2134 (0.2254) loss_rec_sfr: 0.2764 (0.2980) loss_cl: -0.2783 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [04:20:22.149260] Epoch: [139] [1400/2904] eta: 0:19:02 lr: 0.002300 loss: 0.1857 (0.1995) loss_rec_all: 0.2121 (0.2253) loss_rec_sfr: 0.2846 (0.2978) loss_cl: -0.2789 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [04:20:37.061715] Epoch: [139] [1420/2904] eta: 0:18:47 lr: 0.002300 loss: 0.1930 (0.1996) loss_rec_all: 0.2185 (0.2254) loss_rec_sfr: 0.2727 (0.2979) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [04:20:51.970624] Epoch: [139] [1440/2904] eta: 0:18:31 lr: 0.002300 loss: 0.1936 (0.1996) loss_rec_all: 0.2196 (0.2254) loss_rec_sfr: 0.2767 (0.2980) loss_cl: -0.2781 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [04:21:06.884460] Epoch: [139] [1460/2904] eta: 0:18:16 lr: 0.002300 loss: 0.1922 (0.1997) loss_rec_all: 0.2183 (0.2255) loss_rec_sfr: 0.2848 (0.2983) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [04:21:21.796359] Epoch: [139] [1480/2904] eta: 0:18:00 lr: 0.002300 loss: 0.1888 (0.1997) loss_rec_all: 0.2150 (0.2255) loss_rec_sfr: 0.2818 (0.2984) loss_cl: -0.2803 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [04:21:36.701906] Epoch: [139] [1500/2904] eta: 0:17:45 lr: 0.002300 loss: 0.1911 (0.1997) loss_rec_all: 0.2173 (0.2255) loss_rec_sfr: 0.2828 (0.2985) loss_cl: -0.2795 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [04:21:51.608299] Epoch: [139] [1520/2904] eta: 0:17:29 lr: 0.002300 loss: 0.1893 (0.1998) loss_rec_all: 0.2153 (0.2256) loss_rec_sfr: 0.2787 (0.2987) loss_cl: -0.2783 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [04:22:06.510280] Epoch: [139] [1540/2904] eta: 0:17:14 lr: 0.002300 loss: 0.1882 (0.1997) loss_rec_all: 0.2142 (0.2255) loss_rec_sfr: 0.2716 (0.2985) loss_cl: -0.2788 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [04:22:21.414781] Epoch: [139] [1560/2904] eta: 0:16:59 lr: 0.002300 loss: 0.1877 (0.1997) loss_rec_all: 0.2137 (0.2255) loss_rec_sfr: 0.2706 (0.2984) loss_cl: -0.2795 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [04:22:36.319563] Epoch: [139] [1580/2904] eta: 0:16:43 lr: 0.002300 loss: 0.1905 (0.1996) loss_rec_all: 0.2166 (0.2254) loss_rec_sfr: 0.2429 (0.2980) loss_cl: -0.2790 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [04:22:51.234403] Epoch: [139] [1600/2904] eta: 0:16:28 lr: 0.002300 loss: 0.1864 (0.1997) loss_rec_all: 0.2125 (0.2255) loss_rec_sfr: 0.2840 (0.2983) loss_cl: -0.2782 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [04:23:06.144493] Epoch: [139] [1620/2904] eta: 0:16:13 lr: 0.002300 loss: 0.1893 (0.1998) loss_rec_all: 0.2155 (0.2256) loss_rec_sfr: 0.2764 (0.2986) loss_cl: -0.2791 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [04:23:21.054138] Epoch: [139] [1640/2904] eta: 0:15:57 lr: 0.002300 loss: 0.1856 (0.1997) loss_rec_all: 0.2119 (0.2255) loss_rec_sfr: 0.2751 (0.2983) loss_cl: -0.2797 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [04:23:35.962277] Epoch: [139] [1660/2904] eta: 0:15:42 lr: 0.002300 loss: 0.1878 (0.1997) loss_rec_all: 0.2142 (0.2254) loss_rec_sfr: 0.2688 (0.2980) loss_cl: -0.2789 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [04:23:50.867459] Epoch: [139] [1680/2904] eta: 0:15:26 lr: 0.002300 loss: 0.1902 (0.1997) loss_rec_all: 0.2162 (0.2255) loss_rec_sfr: 0.2743 (0.2980) loss_cl: -0.2782 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [04:24:05.776423] Epoch: [139] [1700/2904] eta: 0:15:11 lr: 0.002300 loss: 0.1859 (0.1996) loss_rec_all: 0.2123 (0.2254) loss_rec_sfr: 0.2408 (0.2977) loss_cl: -0.2788 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [04:24:20.690676] Epoch: [139] [1720/2904] eta: 0:14:56 lr: 0.002300 loss: 0.1892 (0.1996) loss_rec_all: 0.2155 (0.2254) loss_rec_sfr: 0.2547 (0.2976) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [04:24:35.599897] Epoch: [139] [1740/2904] eta: 0:14:41 lr: 0.002300 loss: 0.1894 (0.1995) loss_rec_all: 0.2151 (0.2253) loss_rec_sfr: 0.2706 (0.2974) loss_cl: -0.2786 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [04:24:50.510272] Epoch: [139] [1760/2904] eta: 0:14:25 lr: 0.002300 loss: 0.1895 (0.1996) loss_rec_all: 0.2156 (0.2254) loss_rec_sfr: 0.2730 (0.2976) loss_cl: -0.2785 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [04:25:05.416896] Epoch: [139] [1780/2904] eta: 0:14:10 lr: 0.002300 loss: 0.1903 (0.1996) loss_rec_all: 0.2165 (0.2254) loss_rec_sfr: 0.2894 (0.2977) loss_cl: -0.2791 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [04:25:20.328227] Epoch: [139] [1800/2904] eta: 0:13:55 lr: 0.002300 loss: 0.1898 (0.1997) loss_rec_all: 0.2163 (0.2255) loss_rec_sfr: 0.2743 (0.2978) loss_cl: -0.2793 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [04:25:35.241133] Epoch: [139] [1820/2904] eta: 0:13:39 lr: 0.002300 loss: 0.1899 (0.1997) loss_rec_all: 0.2158 (0.2255) loss_rec_sfr: 0.2774 (0.2978) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [04:25:50.149506] Epoch: [139] [1840/2904] eta: 0:13:24 lr: 0.002300 loss: 0.1972 (0.1998) loss_rec_all: 0.2230 (0.2256) loss_rec_sfr: 0.2769 (0.2980) loss_cl: -0.2785 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [04:26:05.057221] Epoch: [139] [1860/2904] eta: 0:13:09 lr: 0.002300 loss: 0.1874 (0.1997) loss_rec_all: 0.2135 (0.2255) loss_rec_sfr: 0.2786 (0.2979) loss_cl: -0.2783 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [04:26:19.966644] Epoch: [139] [1880/2904] eta: 0:12:54 lr: 0.002300 loss: 0.1864 (0.1997) loss_rec_all: 0.2124 (0.2255) loss_rec_sfr: 0.2857 (0.2978) loss_cl: -0.2799 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [04:26:34.873952] Epoch: [139] [1900/2904] eta: 0:12:38 lr: 0.002300 loss: 0.1864 (0.1997) loss_rec_all: 0.2123 (0.2255) loss_rec_sfr: 0.2869 (0.2980) loss_cl: -0.2791 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [04:26:49.782328] Epoch: [139] [1920/2904] eta: 0:12:23 lr: 0.002300 loss: 0.1904 (0.1997) loss_rec_all: 0.2165 (0.2255) loss_rec_sfr: 0.2727 (0.2980) loss_cl: -0.2786 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [04:27:04.692834] Epoch: [139] [1940/2904] eta: 0:12:08 lr: 0.002300 loss: 0.1876 (0.1996) loss_rec_all: 0.2138 (0.2254) loss_rec_sfr: 0.2781 (0.2977) loss_cl: -0.2779 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [04:27:19.602416] Epoch: [139] [1960/2904] eta: 0:11:53 lr: 0.002300 loss: 0.1886 (0.1996) loss_rec_all: 0.2143 (0.2254) loss_rec_sfr: 0.2660 (0.2978) loss_cl: -0.2787 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [04:27:34.513194] Epoch: [139] [1980/2904] eta: 0:11:38 lr: 0.002300 loss: 0.1889 (0.1997) loss_rec_all: 0.2153 (0.2255) loss_rec_sfr: 0.2730 (0.2978) loss_cl: -0.2785 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [04:27:49.417131] Epoch: [139] [2000/2904] eta: 0:11:22 lr: 0.002300 loss: 0.1891 (0.1997) loss_rec_all: 0.2153 (0.2255) loss_rec_sfr: 0.2729 (0.2977) loss_cl: -0.2793 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [04:28:04.338507] Epoch: [139] [2020/2904] eta: 0:11:07 lr: 0.002300 loss: 0.1898 (0.1996) loss_rec_all: 0.2158 (0.2254) loss_rec_sfr: 0.2669 (0.2976) loss_cl: -0.2792 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [04:28:19.250023] Epoch: [139] [2040/2904] eta: 0:10:52 lr: 0.002300 loss: 0.1900 (0.1996) loss_rec_all: 0.2162 (0.2254) loss_rec_sfr: 0.2717 (0.2976) loss_cl: -0.2792 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [04:28:34.158292] Epoch: [139] [2060/2904] eta: 0:10:37 lr: 0.002300 loss: 0.1889 (0.1996) loss_rec_all: 0.2151 (0.2254) loss_rec_sfr: 0.2656 (0.2974) loss_cl: -0.2792 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [04:28:49.070448] Epoch: [139] [2080/2904] eta: 0:10:22 lr: 0.002299 loss: 0.1882 (0.1996) loss_rec_all: 0.2139 (0.2254) loss_rec_sfr: 0.2796 (0.2975) loss_cl: -0.2778 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [04:29:03.988186] Epoch: [139] [2100/2904] eta: 0:10:07 lr: 0.002299 loss: 0.1901 (0.1996) loss_rec_all: 0.2158 (0.2254) loss_rec_sfr: 0.2677 (0.2974) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [04:29:18.897676] Epoch: [139] [2120/2904] eta: 0:09:51 lr: 0.002299 loss: 0.1911 (0.1996) loss_rec_all: 0.2172 (0.2254) loss_rec_sfr: 0.2668 (0.2972) loss_cl: -0.2778 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [04:29:33.811015] Epoch: [139] [2140/2904] eta: 0:09:36 lr: 0.002299 loss: 0.1923 (0.1996) loss_rec_all: 0.2181 (0.2254) loss_rec_sfr: 0.2841 (0.2973) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [04:29:48.725285] Epoch: [139] [2160/2904] eta: 0:09:21 lr: 0.002299 loss: 0.1886 (0.1996) loss_rec_all: 0.2147 (0.2254) loss_rec_sfr: 0.2842 (0.2973) loss_cl: -0.2794 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [04:30:03.648557] Epoch: [139] [2180/2904] eta: 0:09:06 lr: 0.002299 loss: 0.1895 (0.1996) loss_rec_all: 0.2155 (0.2254) loss_rec_sfr: 0.2585 (0.2973) loss_cl: -0.2784 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [04:30:18.570353] Epoch: [139] [2200/2904] eta: 0:08:51 lr: 0.002299 loss: 0.1871 (0.1995) loss_rec_all: 0.2129 (0.2253) loss_rec_sfr: 0.2833 (0.2972) loss_cl: -0.2778 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [04:30:33.497956] Epoch: [139] [2220/2904] eta: 0:08:36 lr: 0.002299 loss: 0.1880 (0.1995) loss_rec_all: 0.2140 (0.2253) loss_rec_sfr: 0.2751 (0.2970) loss_cl: -0.2795 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [04:30:48.411181] Epoch: [139] [2240/2904] eta: 0:08:20 lr: 0.002299 loss: 0.1885 (0.1995) loss_rec_all: 0.2143 (0.2253) loss_rec_sfr: 0.2773 (0.2971) loss_cl: -0.2797 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [04:31:03.324317] Epoch: [139] [2260/2904] eta: 0:08:05 lr: 0.002299 loss: 0.1881 (0.1995) loss_rec_all: 0.2141 (0.2253) loss_rec_sfr: 0.2820 (0.2972) loss_cl: -0.2794 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [04:31:18.234040] Epoch: [139] [2280/2904] eta: 0:07:50 lr: 0.002299 loss: 0.1908 (0.1995) loss_rec_all: 0.2168 (0.2253) loss_rec_sfr: 0.2784 (0.2972) loss_cl: -0.2786 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [04:31:33.152989] Epoch: [139] [2300/2904] eta: 0:07:35 lr: 0.002299 loss: 0.1842 (0.1994) loss_rec_all: 0.2100 (0.2252) loss_rec_sfr: 0.2888 (0.2971) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [04:31:48.069947] Epoch: [139] [2320/2904] eta: 0:07:20 lr: 0.002299 loss: 0.1867 (0.1994) loss_rec_all: 0.2125 (0.2252) loss_rec_sfr: 0.2931 (0.2972) loss_cl: -0.2783 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [04:32:02.979070] Epoch: [139] [2340/2904] eta: 0:07:05 lr: 0.002299 loss: 0.1938 (0.1995) loss_rec_all: 0.2200 (0.2253) loss_rec_sfr: 0.2695 (0.2974) loss_cl: -0.2792 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [04:32:17.889603] Epoch: [139] [2360/2904] eta: 0:06:50 lr: 0.002299 loss: 0.1912 (0.1995) loss_rec_all: 0.2176 (0.2253) loss_rec_sfr: 0.2748 (0.2975) loss_cl: -0.2792 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [04:32:32.797127] Epoch: [139] [2380/2904] eta: 0:06:35 lr: 0.002299 loss: 0.1903 (0.1996) loss_rec_all: 0.2165 (0.2254) loss_rec_sfr: 0.2938 (0.2979) loss_cl: -0.2786 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [04:32:47.704297] Epoch: [139] [2400/2904] eta: 0:06:19 lr: 0.002299 loss: 0.1862 (0.1996) loss_rec_all: 0.2122 (0.2254) loss_rec_sfr: 0.2888 (0.2980) loss_cl: -0.2787 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [04:33:02.604816] Epoch: [139] [2420/2904] eta: 0:06:04 lr: 0.002299 loss: 0.1841 (0.1996) loss_rec_all: 0.2102 (0.2254) loss_rec_sfr: 0.2445 (0.2977) loss_cl: -0.2778 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [04:33:17.514119] Epoch: [139] [2440/2904] eta: 0:05:49 lr: 0.002299 loss: 0.1905 (0.1996) loss_rec_all: 0.2165 (0.2253) loss_rec_sfr: 0.2822 (0.2978) loss_cl: -0.2778 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [04:33:32.421379] Epoch: [139] [2460/2904] eta: 0:05:34 lr: 0.002299 loss: 0.1904 (0.1996) loss_rec_all: 0.2166 (0.2254) loss_rec_sfr: 0.2801 (0.2978) loss_cl: -0.2797 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [04:33:47.331060] Epoch: [139] [2480/2904] eta: 0:05:19 lr: 0.002299 loss: 0.1884 (0.1996) loss_rec_all: 0.2147 (0.2254) loss_rec_sfr: 0.2739 (0.2978) loss_cl: -0.2794 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [04:34:02.242983] Epoch: [139] [2500/2904] eta: 0:05:04 lr: 0.002299 loss: 0.1896 (0.1996) loss_rec_all: 0.2157 (0.2254) loss_rec_sfr: 0.2807 (0.2980) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [04:34:17.154645] Epoch: [139] [2520/2904] eta: 0:04:49 lr: 0.002299 loss: 0.1919 (0.1996) loss_rec_all: 0.2180 (0.2254) loss_rec_sfr: 0.2699 (0.2978) loss_cl: -0.2780 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [04:34:32.064634] Epoch: [139] [2540/2904] eta: 0:04:34 lr: 0.002299 loss: 0.1857 (0.1995) loss_rec_all: 0.2117 (0.2253) loss_rec_sfr: 0.2841 (0.2978) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [04:34:46.978772] Epoch: [139] [2560/2904] eta: 0:04:19 lr: 0.002299 loss: 0.1882 (0.1995) loss_rec_all: 0.2144 (0.2253) loss_rec_sfr: 0.2472 (0.2977) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [04:35:01.896405] Epoch: [139] [2580/2904] eta: 0:04:04 lr: 0.002299 loss: 0.1860 (0.1995) loss_rec_all: 0.2120 (0.2253) loss_rec_sfr: 0.2406 (0.2975) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [04:35:16.807483] Epoch: [139] [2600/2904] eta: 0:03:48 lr: 0.002299 loss: 0.1934 (0.1995) loss_rec_all: 0.2193 (0.2253) loss_rec_sfr: 0.2756 (0.2975) loss_cl: -0.2791 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [04:35:31.720545] Epoch: [139] [2620/2904] eta: 0:03:33 lr: 0.002299 loss: 0.1840 (0.1995) loss_rec_all: 0.2104 (0.2253) loss_rec_sfr: 0.2261 (0.2974) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [04:35:46.637111] Epoch: [139] [2640/2904] eta: 0:03:18 lr: 0.002299 loss: 0.1884 (0.1995) loss_rec_all: 0.2148 (0.2253) loss_rec_sfr: 0.2820 (0.2974) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [04:36:01.552047] Epoch: [139] [2660/2904] eta: 0:03:03 lr: 0.002299 loss: 0.1901 (0.1995) loss_rec_all: 0.2163 (0.2253) loss_rec_sfr: 0.2745 (0.2976) loss_cl: -0.2795 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [04:36:16.471417] Epoch: [139] [2680/2904] eta: 0:02:48 lr: 0.002299 loss: 0.1955 (0.1996) loss_rec_all: 0.2214 (0.2254) loss_rec_sfr: 0.2711 (0.2976) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [04:36:31.391017] Epoch: [139] [2700/2904] eta: 0:02:33 lr: 0.002299 loss: 0.1904 (0.1995) loss_rec_all: 0.2161 (0.2253) loss_rec_sfr: 0.2764 (0.2975) loss_cl: -0.2778 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [04:36:46.304694] Epoch: [139] [2720/2904] eta: 0:02:18 lr: 0.002299 loss: 0.1864 (0.1995) loss_rec_all: 0.2121 (0.2253) loss_rec_sfr: 0.2659 (0.2974) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [04:37:01.211983] Epoch: [139] [2740/2904] eta: 0:02:03 lr: 0.002299 loss: 0.1932 (0.1996) loss_rec_all: 0.2192 (0.2254) loss_rec_sfr: 0.2809 (0.2975) loss_cl: -0.2789 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [04:37:16.119344] Epoch: [139] [2760/2904] eta: 0:01:48 lr: 0.002299 loss: 0.1874 (0.1996) loss_rec_all: 0.2136 (0.2254) loss_rec_sfr: 0.2773 (0.2974) loss_cl: -0.2793 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [04:37:31.031542] Epoch: [139] [2780/2904] eta: 0:01:33 lr: 0.002299 loss: 0.1887 (0.1995) loss_rec_all: 0.2152 (0.2253) loss_rec_sfr: 0.2700 (0.2973) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [04:37:45.937650] Epoch: [139] [2800/2904] eta: 0:01:18 lr: 0.002299 loss: 0.1883 (0.1996) loss_rec_all: 0.2139 (0.2254) loss_rec_sfr: 0.2931 (0.2974) loss_cl: -0.2778 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [04:38:00.843681] Epoch: [139] [2820/2904] eta: 0:01:03 lr: 0.002299 loss: 0.1929 (0.1996) loss_rec_all: 0.2188 (0.2254) loss_rec_sfr: 0.2774 (0.2976) loss_cl: -0.2788 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [04:38:15.790888] Epoch: [139] [2840/2904] eta: 0:00:48 lr: 0.002299 loss: 0.1910 (0.1997) loss_rec_all: 0.2174 (0.2254) loss_rec_sfr: 0.2768 (0.2977) loss_cl: -0.2790 (-0.2788) time: 0.7473 data: 0.0023 max mem: 29860 [04:38:30.682146] Epoch: [139] [2860/2904] eta: 0:00:33 lr: 0.002299 loss: 0.1855 (0.1996) loss_rec_all: 0.2112 (0.2254) loss_rec_sfr: 0.2788 (0.2976) loss_cl: -0.2788 (-0.2788) time: 0.7445 data: 0.0001 max mem: 29860 [04:38:45.575477] Epoch: [139] [2880/2904] eta: 0:00:18 lr: 0.002299 loss: 0.1921 (0.1996) loss_rec_all: 0.2183 (0.2254) loss_rec_sfr: 0.2722 (0.2976) loss_cl: -0.2787 (-0.2788) time: 0.7446 data: 0.0001 max mem: 29860 [04:39:00.466881] Epoch: [139] [2900/2904] eta: 0:00:03 lr: 0.002299 loss: 0.1920 (0.1997) loss_rec_all: 0.2183 (0.2255) loss_rec_sfr: 0.2964 (0.2980) loss_cl: -0.2789 (-0.2788) time: 0.7445 data: 0.0001 max mem: 29860 [04:39:02.708322] Epoch: [139] [2903/2904] eta: 0:00:00 lr: 0.002299 loss: 0.1918 (0.1997) loss_rec_all: 0.2180 (0.2255) loss_rec_sfr: 0.2956 (0.2980) loss_cl: -0.2789 (-0.2788) time: 0.7445 data: 0.0001 max mem: 29860 [04:39:04.772124] Epoch: [139] Total time: 0:36:27 (0.7531 s / it) [04:39:04.774873] Averaged stats: lr: 0.002299 loss: 0.1918 (0.2014) loss_rec_all: 0.2180 (0.2249) loss_rec_sfr: 0.2956 (0.2959) loss_cl: -0.2789 (-0.2555) [04:39:04.779512] log_dir: ./checkpoint/VF2_ViT-B [04:39:21.725549] Epoch: [140] [ 0/2904] eta: 13:40:07 lr: 0.002299 loss: 0.1921 (0.1921) loss_rec_all: 0.2181 (0.2181) loss_rec_sfr: 0.2932 (0.2932) loss_cl: -0.2797 (-0.2797) time: 16.9448 data: 16.2139 max mem: 29860 [04:39:38.076538] Epoch: [140] [ 20/2904] eta: 1:16:12 lr: 0.002299 loss: 0.1882 (0.2032) loss_rec_all: 0.2142 (0.2288) loss_rec_sfr: 0.2883 (0.3115) loss_cl: -0.2772 (-0.2781) time: 0.8175 data: 0.0002 max mem: 29860 [04:39:53.018405] Epoch: [140] [ 40/2904] eta: 0:56:09 lr: 0.002299 loss: 0.1886 (0.1991) loss_rec_all: 0.2144 (0.2248) loss_rec_sfr: 0.2847 (0.3014) loss_cl: -0.2774 (-0.2781) time: 0.7471 data: 0.0002 max mem: 29860 [04:40:07.959217] Epoch: [140] [ 60/2904] eta: 0:49:05 lr: 0.002299 loss: 0.1913 (0.1991) loss_rec_all: 0.2170 (0.2248) loss_rec_sfr: 0.2767 (0.2998) loss_cl: -0.2775 (-0.2779) time: 0.7470 data: 0.0002 max mem: 29860 [04:40:22.936186] Epoch: [140] [ 80/2904] eta: 0:45:24 lr: 0.002299 loss: 0.1897 (0.2013) loss_rec_all: 0.2157 (0.2270) loss_rec_sfr: 0.2946 (0.3083) loss_cl: -0.2803 (-0.2784) time: 0.7488 data: 0.0002 max mem: 29860 [04:40:37.901248] Epoch: [140] [ 100/2904] eta: 0:43:05 lr: 0.002299 loss: 0.1874 (0.2000) loss_rec_all: 0.2136 (0.2258) loss_rec_sfr: 0.2695 (0.3030) loss_cl: -0.2786 (-0.2784) time: 0.7482 data: 0.0002 max mem: 29860 [04:40:52.873071] Epoch: [140] [ 120/2904] eta: 0:41:26 lr: 0.002299 loss: 0.1875 (0.1982) loss_rec_all: 0.2134 (0.2239) loss_rec_sfr: 0.2836 (0.2979) loss_cl: -0.2787 (-0.2785) time: 0.7485 data: 0.0002 max mem: 29860 [04:41:07.861416] Epoch: [140] [ 140/2904] eta: 0:40:12 lr: 0.002299 loss: 0.1890 (0.1983) loss_rec_all: 0.2151 (0.2240) loss_rec_sfr: 0.2698 (0.2978) loss_cl: -0.2779 (-0.2784) time: 0.7494 data: 0.0002 max mem: 29860 [04:41:22.849097] Epoch: [140] [ 160/2904] eta: 0:39:13 lr: 0.002299 loss: 0.1856 (0.1980) loss_rec_all: 0.2115 (0.2237) loss_rec_sfr: 0.2693 (0.2962) loss_cl: -0.2787 (-0.2785) time: 0.7493 data: 0.0002 max mem: 29860 [04:41:37.864981] Epoch: [140] [ 180/2904] eta: 0:38:23 lr: 0.002299 loss: 0.1931 (0.1987) loss_rec_all: 0.2189 (0.2245) loss_rec_sfr: 0.2816 (0.2986) loss_cl: -0.2791 (-0.2785) time: 0.7508 data: 0.0002 max mem: 29860 [04:41:52.866166] Epoch: [140] [ 200/2904] eta: 0:37:41 lr: 0.002299 loss: 0.1875 (0.1986) loss_rec_all: 0.2134 (0.2244) loss_rec_sfr: 0.2725 (0.2979) loss_cl: -0.2789 (-0.2785) time: 0.7500 data: 0.0002 max mem: 29860 [04:42:07.861007] Epoch: [140] [ 220/2904] eta: 0:37:03 lr: 0.002299 loss: 0.1895 (0.1981) loss_rec_all: 0.2157 (0.2239) loss_rec_sfr: 0.2664 (0.2952) loss_cl: -0.2787 (-0.2785) time: 0.7497 data: 0.0002 max mem: 29860 [04:42:22.852600] Epoch: [140] [ 240/2904] eta: 0:36:29 lr: 0.002299 loss: 0.1872 (0.1979) loss_rec_all: 0.2136 (0.2237) loss_rec_sfr: 0.2706 (0.2944) loss_cl: -0.2792 (-0.2786) time: 0.7495 data: 0.0002 max mem: 29860 [04:42:37.912337] Epoch: [140] [ 260/2904] eta: 0:35:58 lr: 0.002299 loss: 0.1869 (0.1973) loss_rec_all: 0.2132 (0.2231) loss_rec_sfr: 0.2489 (0.2917) loss_cl: -0.2790 (-0.2786) time: 0.7529 data: 0.0003 max mem: 29860 [04:42:52.890887] Epoch: [140] [ 280/2904] eta: 0:35:29 lr: 0.002299 loss: 0.1881 (0.1974) loss_rec_all: 0.2142 (0.2232) loss_rec_sfr: 0.2748 (0.2919) loss_cl: -0.2790 (-0.2786) time: 0.7489 data: 0.0002 max mem: 29860 [04:43:07.862346] Epoch: [140] [ 300/2904] eta: 0:35:02 lr: 0.002299 loss: 0.1870 (0.1979) loss_rec_all: 0.2127 (0.2237) loss_rec_sfr: 0.2890 (0.2942) loss_cl: -0.2781 (-0.2785) time: 0.7485 data: 0.0002 max mem: 29860 [04:43:22.804111] Epoch: [140] [ 320/2904] eta: 0:34:36 lr: 0.002299 loss: 0.1898 (0.1976) loss_rec_all: 0.2161 (0.2234) loss_rec_sfr: 0.2674 (0.2930) loss_cl: -0.2793 (-0.2786) time: 0.7470 data: 0.0002 max mem: 29860 [04:43:37.734393] Epoch: [140] [ 340/2904] eta: 0:34:12 lr: 0.002299 loss: 0.1855 (0.1971) loss_rec_all: 0.2115 (0.2229) loss_rec_sfr: 0.2631 (0.2916) loss_cl: -0.2795 (-0.2786) time: 0.7465 data: 0.0002 max mem: 29860 [04:43:52.650171] Epoch: [140] [ 360/2904] eta: 0:33:48 lr: 0.002299 loss: 0.1853 (0.1967) loss_rec_all: 0.2117 (0.2225) loss_rec_sfr: 0.2686 (0.2899) loss_cl: -0.2797 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [04:44:07.560443] Epoch: [140] [ 380/2904] eta: 0:33:25 lr: 0.002299 loss: 0.1875 (0.1965) loss_rec_all: 0.2137 (0.2223) loss_rec_sfr: 0.2786 (0.2899) loss_cl: -0.2791 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [04:44:22.469019] Epoch: [140] [ 400/2904] eta: 0:33:03 lr: 0.002299 loss: 0.1889 (0.1965) loss_rec_all: 0.2146 (0.2223) loss_rec_sfr: 0.2759 (0.2900) loss_cl: -0.2777 (-0.2786) time: 0.7454 data: 0.0002 max mem: 29860 [04:44:37.378860] Epoch: [140] [ 420/2904] eta: 0:32:42 lr: 0.002299 loss: 0.1904 (0.1968) loss_rec_all: 0.2165 (0.2227) loss_rec_sfr: 0.2827 (0.2912) loss_cl: -0.2790 (-0.2786) time: 0.7455 data: 0.0002 max mem: 29860 [04:44:52.287299] Epoch: [140] [ 440/2904] eta: 0:32:21 lr: 0.002299 loss: 0.1872 (0.1965) loss_rec_all: 0.2137 (0.2224) loss_rec_sfr: 0.2644 (0.2904) loss_cl: -0.2804 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [04:45:07.201898] Epoch: [140] [ 460/2904] eta: 0:32:01 lr: 0.002299 loss: 0.1856 (0.1964) loss_rec_all: 0.2121 (0.2223) loss_rec_sfr: 0.2770 (0.2897) loss_cl: -0.2786 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [04:45:22.115743] Epoch: [140] [ 480/2904] eta: 0:31:41 lr: 0.002299 loss: 0.1910 (0.1964) loss_rec_all: 0.2170 (0.2223) loss_rec_sfr: 0.2735 (0.2895) loss_cl: -0.2787 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [04:45:37.029214] Epoch: [140] [ 500/2904] eta: 0:31:22 lr: 0.002299 loss: 0.1837 (0.1963) loss_rec_all: 0.2101 (0.2221) loss_rec_sfr: 0.2736 (0.2891) loss_cl: -0.2791 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [04:45:51.945068] Epoch: [140] [ 520/2904] eta: 0:31:03 lr: 0.002299 loss: 0.1870 (0.1961) loss_rec_all: 0.2134 (0.2220) loss_rec_sfr: 0.2686 (0.2886) loss_cl: -0.2798 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [04:46:06.858485] Epoch: [140] [ 540/2904] eta: 0:30:44 lr: 0.002299 loss: 0.1893 (0.1967) loss_rec_all: 0.2152 (0.2225) loss_rec_sfr: 0.2842 (0.2904) loss_cl: -0.2783 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [04:46:21.768937] Epoch: [140] [ 560/2904] eta: 0:30:25 lr: 0.002299 loss: 0.1877 (0.1968) loss_rec_all: 0.2134 (0.2226) loss_rec_sfr: 0.2830 (0.2909) loss_cl: -0.2779 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [04:46:36.676770] Epoch: [140] [ 580/2904] eta: 0:30:07 lr: 0.002299 loss: 0.1921 (0.1970) loss_rec_all: 0.2182 (0.2228) loss_rec_sfr: 0.2733 (0.2913) loss_cl: -0.2788 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [04:46:51.587298] Epoch: [140] [ 600/2904] eta: 0:29:49 lr: 0.002299 loss: 0.1853 (0.1968) loss_rec_all: 0.2111 (0.2227) loss_rec_sfr: 0.2658 (0.2907) loss_cl: -0.2794 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [04:47:06.501419] Epoch: [140] [ 620/2904] eta: 0:29:31 lr: 0.002299 loss: 0.1878 (0.1969) loss_rec_all: 0.2138 (0.2227) loss_rec_sfr: 0.2802 (0.2907) loss_cl: -0.2789 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [04:47:21.412601] Epoch: [140] [ 640/2904] eta: 0:29:13 lr: 0.002298 loss: 0.1892 (0.1970) loss_rec_all: 0.2153 (0.2228) loss_rec_sfr: 0.2581 (0.2908) loss_cl: -0.2788 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [04:47:36.330230] Epoch: [140] [ 660/2904] eta: 0:28:56 lr: 0.002298 loss: 0.1951 (0.1975) loss_rec_all: 0.2212 (0.2234) loss_rec_sfr: 0.2964 (0.2925) loss_cl: -0.2788 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [04:47:51.240185] Epoch: [140] [ 680/2904] eta: 0:28:39 lr: 0.002298 loss: 0.1880 (0.1976) loss_rec_all: 0.2140 (0.2234) loss_rec_sfr: 0.2795 (0.2929) loss_cl: -0.2793 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [04:48:06.154635] Epoch: [140] [ 700/2904] eta: 0:28:22 lr: 0.002298 loss: 0.1885 (0.1977) loss_rec_all: 0.2142 (0.2236) loss_rec_sfr: 0.2769 (0.2932) loss_cl: -0.2793 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [04:48:21.069198] Epoch: [140] [ 720/2904] eta: 0:28:04 lr: 0.002298 loss: 0.1884 (0.1979) loss_rec_all: 0.2144 (0.2237) loss_rec_sfr: 0.2740 (0.2934) loss_cl: -0.2789 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [04:48:35.985042] Epoch: [140] [ 740/2904] eta: 0:27:48 lr: 0.002298 loss: 0.1829 (0.1979) loss_rec_all: 0.2089 (0.2238) loss_rec_sfr: 0.2664 (0.2936) loss_cl: -0.2784 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [04:48:50.902988] Epoch: [140] [ 760/2904] eta: 0:27:31 lr: 0.002298 loss: 0.1868 (0.1980) loss_rec_all: 0.2131 (0.2238) loss_rec_sfr: 0.2767 (0.2936) loss_cl: -0.2795 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [04:49:05.812500] Epoch: [140] [ 780/2904] eta: 0:27:14 lr: 0.002298 loss: 0.1910 (0.1980) loss_rec_all: 0.2172 (0.2239) loss_rec_sfr: 0.2896 (0.2941) loss_cl: -0.2785 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [04:49:20.717695] Epoch: [140] [ 800/2904] eta: 0:26:57 lr: 0.002298 loss: 0.1889 (0.1982) loss_rec_all: 0.2146 (0.2240) loss_rec_sfr: 0.2688 (0.2944) loss_cl: -0.2784 (-0.2787) time: 0.7452 data: 0.0002 max mem: 29860 [04:49:35.628287] Epoch: [140] [ 820/2904] eta: 0:26:41 lr: 0.002298 loss: 0.1899 (0.1982) loss_rec_all: 0.2159 (0.2240) loss_rec_sfr: 0.2513 (0.2942) loss_cl: -0.2790 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [04:49:50.539389] Epoch: [140] [ 840/2904] eta: 0:26:24 lr: 0.002298 loss: 0.1850 (0.1979) loss_rec_all: 0.2110 (0.2238) loss_rec_sfr: 0.2758 (0.2934) loss_cl: -0.2789 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [04:50:05.453554] Epoch: [140] [ 860/2904] eta: 0:26:08 lr: 0.002298 loss: 0.1882 (0.1980) loss_rec_all: 0.2145 (0.2238) loss_rec_sfr: 0.2798 (0.2937) loss_cl: -0.2792 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [04:50:20.364860] Epoch: [140] [ 880/2904] eta: 0:25:51 lr: 0.002298 loss: 0.1867 (0.1980) loss_rec_all: 0.2126 (0.2238) loss_rec_sfr: 0.2826 (0.2938) loss_cl: -0.2788 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [04:50:35.277997] Epoch: [140] [ 900/2904] eta: 0:25:35 lr: 0.002298 loss: 0.1896 (0.1979) loss_rec_all: 0.2155 (0.2238) loss_rec_sfr: 0.2584 (0.2934) loss_cl: -0.2791 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [04:50:50.185775] Epoch: [140] [ 920/2904] eta: 0:25:19 lr: 0.002298 loss: 0.1888 (0.1978) loss_rec_all: 0.2150 (0.2236) loss_rec_sfr: 0.2450 (0.2929) loss_cl: -0.2789 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [04:51:05.096989] Epoch: [140] [ 940/2904] eta: 0:25:03 lr: 0.002298 loss: 0.1906 (0.1980) loss_rec_all: 0.2166 (0.2238) loss_rec_sfr: 0.2877 (0.2934) loss_cl: -0.2787 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [04:51:20.003319] Epoch: [140] [ 960/2904] eta: 0:24:47 lr: 0.002298 loss: 0.1871 (0.1979) loss_rec_all: 0.2133 (0.2237) loss_rec_sfr: 0.2710 (0.2931) loss_cl: -0.2789 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [04:51:34.912514] Epoch: [140] [ 980/2904] eta: 0:24:31 lr: 0.002298 loss: 0.1880 (0.1979) loss_rec_all: 0.2140 (0.2237) loss_rec_sfr: 0.2788 (0.2931) loss_cl: -0.2793 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [04:51:49.828375] Epoch: [140] [1000/2904] eta: 0:24:15 lr: 0.002298 loss: 0.1858 (0.1978) loss_rec_all: 0.2117 (0.2236) loss_rec_sfr: 0.2488 (0.2928) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [04:52:04.741248] Epoch: [140] [1020/2904] eta: 0:23:59 lr: 0.002298 loss: 0.1881 (0.1977) loss_rec_all: 0.2140 (0.2236) loss_rec_sfr: 0.2378 (0.2922) loss_cl: -0.2799 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [04:52:19.655354] Epoch: [140] [1040/2904] eta: 0:23:43 lr: 0.002298 loss: 0.1916 (0.1979) loss_rec_all: 0.2174 (0.2237) loss_rec_sfr: 0.2854 (0.2929) loss_cl: -0.2782 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [04:52:34.568128] Epoch: [140] [1060/2904] eta: 0:23:27 lr: 0.002298 loss: 0.1894 (0.1980) loss_rec_all: 0.2153 (0.2238) loss_rec_sfr: 0.2740 (0.2931) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [04:52:49.482117] Epoch: [140] [1080/2904] eta: 0:23:11 lr: 0.002298 loss: 0.1925 (0.1980) loss_rec_all: 0.2187 (0.2238) loss_rec_sfr: 0.2714 (0.2931) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [04:53:04.394312] Epoch: [140] [1100/2904] eta: 0:22:55 lr: 0.002298 loss: 0.1893 (0.1979) loss_rec_all: 0.2156 (0.2238) loss_rec_sfr: 0.2717 (0.2929) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [04:53:19.299888] Epoch: [140] [1120/2904] eta: 0:22:39 lr: 0.002298 loss: 0.1902 (0.1980) loss_rec_all: 0.2160 (0.2238) loss_rec_sfr: 0.2705 (0.2929) loss_cl: -0.2787 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [04:53:34.203928] Epoch: [140] [1140/2904] eta: 0:22:24 lr: 0.002298 loss: 0.1865 (0.1980) loss_rec_all: 0.2126 (0.2238) loss_rec_sfr: 0.2633 (0.2928) loss_cl: -0.2789 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [04:53:49.110105] Epoch: [140] [1160/2904] eta: 0:22:08 lr: 0.002298 loss: 0.1936 (0.1981) loss_rec_all: 0.2194 (0.2239) loss_rec_sfr: 0.2757 (0.2929) loss_cl: -0.2791 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [04:54:04.019259] Epoch: [140] [1180/2904] eta: 0:21:52 lr: 0.002298 loss: 0.1908 (0.1982) loss_rec_all: 0.2166 (0.2240) loss_rec_sfr: 0.2828 (0.2933) loss_cl: -0.2790 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [04:54:18.935227] Epoch: [140] [1200/2904] eta: 0:21:36 lr: 0.002298 loss: 0.1895 (0.1983) loss_rec_all: 0.2154 (0.2241) loss_rec_sfr: 0.2842 (0.2936) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [04:54:33.856981] Epoch: [140] [1220/2904] eta: 0:21:21 lr: 0.002298 loss: 0.1855 (0.1983) loss_rec_all: 0.2120 (0.2241) loss_rec_sfr: 0.2676 (0.2935) loss_cl: -0.2798 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [04:54:48.769669] Epoch: [140] [1240/2904] eta: 0:21:05 lr: 0.002298 loss: 0.1894 (0.1983) loss_rec_all: 0.2155 (0.2241) loss_rec_sfr: 0.2757 (0.2934) loss_cl: -0.2798 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [04:55:03.679443] Epoch: [140] [1260/2904] eta: 0:20:50 lr: 0.002298 loss: 0.1906 (0.1982) loss_rec_all: 0.2168 (0.2241) loss_rec_sfr: 0.2733 (0.2932) loss_cl: -0.2786 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [04:55:18.590934] Epoch: [140] [1280/2904] eta: 0:20:34 lr: 0.002298 loss: 0.1861 (0.1982) loss_rec_all: 0.2123 (0.2240) loss_rec_sfr: 0.2482 (0.2928) loss_cl: -0.2783 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [04:55:33.503485] Epoch: [140] [1300/2904] eta: 0:20:18 lr: 0.002298 loss: 0.1900 (0.1981) loss_rec_all: 0.2157 (0.2240) loss_rec_sfr: 0.2707 (0.2927) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [04:55:48.416617] Epoch: [140] [1320/2904] eta: 0:20:03 lr: 0.002298 loss: 0.1872 (0.1981) loss_rec_all: 0.2131 (0.2239) loss_rec_sfr: 0.2791 (0.2927) loss_cl: -0.2797 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [04:56:03.323109] Epoch: [140] [1340/2904] eta: 0:19:47 lr: 0.002298 loss: 0.1840 (0.1980) loss_rec_all: 0.2101 (0.2239) loss_rec_sfr: 0.2429 (0.2925) loss_cl: -0.2795 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [04:56:18.231089] Epoch: [140] [1360/2904] eta: 0:19:32 lr: 0.002298 loss: 0.1897 (0.1982) loss_rec_all: 0.2154 (0.2240) loss_rec_sfr: 0.2945 (0.2931) loss_cl: -0.2790 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [04:56:33.143821] Epoch: [140] [1380/2904] eta: 0:19:16 lr: 0.002298 loss: 0.1856 (0.1982) loss_rec_all: 0.2118 (0.2240) loss_rec_sfr: 0.2612 (0.2931) loss_cl: -0.2782 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [04:56:48.053324] Epoch: [140] [1400/2904] eta: 0:19:01 lr: 0.002298 loss: 0.1878 (0.1981) loss_rec_all: 0.2139 (0.2239) loss_rec_sfr: 0.2643 (0.2928) loss_cl: -0.2788 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [04:57:02.965131] Epoch: [140] [1420/2904] eta: 0:18:45 lr: 0.002298 loss: 0.1875 (0.1982) loss_rec_all: 0.2136 (0.2240) loss_rec_sfr: 0.2415 (0.2929) loss_cl: -0.2784 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [04:57:17.874280] Epoch: [140] [1440/2904] eta: 0:18:30 lr: 0.002298 loss: 0.1905 (0.1982) loss_rec_all: 0.2163 (0.2240) loss_rec_sfr: 0.2878 (0.2931) loss_cl: -0.2788 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [04:57:32.786249] Epoch: [140] [1460/2904] eta: 0:18:15 lr: 0.002298 loss: 0.1923 (0.1983) loss_rec_all: 0.2185 (0.2241) loss_rec_sfr: 0.2846 (0.2934) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [04:57:47.701399] Epoch: [140] [1480/2904] eta: 0:17:59 lr: 0.002298 loss: 0.1911 (0.1984) loss_rec_all: 0.2169 (0.2242) loss_rec_sfr: 0.2948 (0.2939) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [04:58:02.612273] Epoch: [140] [1500/2904] eta: 0:17:44 lr: 0.002298 loss: 0.1878 (0.1984) loss_rec_all: 0.2135 (0.2242) loss_rec_sfr: 0.2650 (0.2939) loss_cl: -0.2780 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [04:58:17.522132] Epoch: [140] [1520/2904] eta: 0:17:28 lr: 0.002298 loss: 0.1869 (0.1983) loss_rec_all: 0.2126 (0.2242) loss_rec_sfr: 0.2693 (0.2936) loss_cl: -0.2779 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [04:58:32.439236] Epoch: [140] [1540/2904] eta: 0:17:13 lr: 0.002298 loss: 0.1889 (0.1983) loss_rec_all: 0.2145 (0.2241) loss_rec_sfr: 0.2697 (0.2934) loss_cl: -0.2782 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [04:58:47.352407] Epoch: [140] [1560/2904] eta: 0:16:58 lr: 0.002298 loss: 0.1895 (0.1983) loss_rec_all: 0.2157 (0.2241) loss_rec_sfr: 0.2820 (0.2935) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [04:59:02.263397] Epoch: [140] [1580/2904] eta: 0:16:42 lr: 0.002298 loss: 0.1879 (0.1982) loss_rec_all: 0.2139 (0.2240) loss_rec_sfr: 0.2695 (0.2933) loss_cl: -0.2800 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [04:59:17.179301] Epoch: [140] [1600/2904] eta: 0:16:27 lr: 0.002298 loss: 0.1917 (0.1983) loss_rec_all: 0.2177 (0.2241) loss_rec_sfr: 0.2861 (0.2934) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [04:59:32.083715] Epoch: [140] [1620/2904] eta: 0:16:12 lr: 0.002298 loss: 0.1896 (0.1982) loss_rec_all: 0.2153 (0.2241) loss_rec_sfr: 0.2779 (0.2933) loss_cl: -0.2783 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [04:59:46.999870] Epoch: [140] [1640/2904] eta: 0:15:56 lr: 0.002298 loss: 0.1871 (0.1982) loss_rec_all: 0.2134 (0.2240) loss_rec_sfr: 0.2757 (0.2933) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [05:00:01.909440] Epoch: [140] [1660/2904] eta: 0:15:41 lr: 0.002298 loss: 0.1851 (0.1982) loss_rec_all: 0.2112 (0.2240) loss_rec_sfr: 0.2797 (0.2934) loss_cl: -0.2794 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [05:00:16.820124] Epoch: [140] [1680/2904] eta: 0:15:26 lr: 0.002298 loss: 0.1904 (0.1982) loss_rec_all: 0.2162 (0.2241) loss_rec_sfr: 0.2899 (0.2935) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [05:00:31.732891] Epoch: [140] [1700/2904] eta: 0:15:10 lr: 0.002298 loss: 0.1895 (0.1982) loss_rec_all: 0.2154 (0.2241) loss_rec_sfr: 0.2682 (0.2934) loss_cl: -0.2798 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [05:00:46.645512] Epoch: [140] [1720/2904] eta: 0:14:55 lr: 0.002298 loss: 0.1871 (0.1982) loss_rec_all: 0.2131 (0.2241) loss_rec_sfr: 0.2903 (0.2935) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [05:01:01.551310] Epoch: [140] [1740/2904] eta: 0:14:40 lr: 0.002298 loss: 0.1920 (0.1982) loss_rec_all: 0.2181 (0.2241) loss_rec_sfr: 0.2730 (0.2935) loss_cl: -0.2790 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [05:01:16.460538] Epoch: [140] [1760/2904] eta: 0:14:25 lr: 0.002298 loss: 0.1898 (0.1982) loss_rec_all: 0.2157 (0.2241) loss_rec_sfr: 0.2840 (0.2935) loss_cl: -0.2776 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [05:01:31.366705] Epoch: [140] [1780/2904] eta: 0:14:09 lr: 0.002298 loss: 0.1871 (0.1982) loss_rec_all: 0.2132 (0.2240) loss_rec_sfr: 0.2672 (0.2935) loss_cl: -0.2783 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [05:01:46.278804] Epoch: [140] [1800/2904] eta: 0:13:54 lr: 0.002298 loss: 0.1909 (0.1982) loss_rec_all: 0.2172 (0.2241) loss_rec_sfr: 0.2738 (0.2935) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [05:02:01.194740] Epoch: [140] [1820/2904] eta: 0:13:39 lr: 0.002298 loss: 0.1902 (0.1982) loss_rec_all: 0.2163 (0.2240) loss_rec_sfr: 0.2662 (0.2932) loss_cl: -0.2797 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [05:02:16.105807] Epoch: [140] [1840/2904] eta: 0:13:24 lr: 0.002298 loss: 0.1905 (0.1982) loss_rec_all: 0.2170 (0.2240) loss_rec_sfr: 0.2751 (0.2933) loss_cl: -0.2792 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [05:02:31.017065] Epoch: [140] [1860/2904] eta: 0:13:08 lr: 0.002298 loss: 0.1847 (0.1982) loss_rec_all: 0.2109 (0.2240) loss_rec_sfr: 0.2629 (0.2930) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [05:02:45.924889] Epoch: [140] [1880/2904] eta: 0:12:53 lr: 0.002298 loss: 0.1846 (0.1981) loss_rec_all: 0.2108 (0.2239) loss_rec_sfr: 0.2652 (0.2928) loss_cl: -0.2784 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [05:03:00.837101] Epoch: [140] [1900/2904] eta: 0:12:38 lr: 0.002298 loss: 0.1860 (0.1980) loss_rec_all: 0.2119 (0.2238) loss_rec_sfr: 0.2457 (0.2924) loss_cl: -0.2784 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [05:03:15.748405] Epoch: [140] [1920/2904] eta: 0:12:23 lr: 0.002298 loss: 0.1879 (0.1980) loss_rec_all: 0.2144 (0.2238) loss_rec_sfr: 0.2762 (0.2923) loss_cl: -0.2802 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [05:03:30.661782] Epoch: [140] [1940/2904] eta: 0:12:07 lr: 0.002298 loss: 0.1874 (0.1980) loss_rec_all: 0.2134 (0.2238) loss_rec_sfr: 0.2831 (0.2925) loss_cl: -0.2794 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [05:03:45.571471] Epoch: [140] [1960/2904] eta: 0:11:52 lr: 0.002298 loss: 0.1862 (0.1980) loss_rec_all: 0.2124 (0.2238) loss_rec_sfr: 0.2681 (0.2925) loss_cl: -0.2784 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [05:04:00.481662] Epoch: [140] [1980/2904] eta: 0:11:37 lr: 0.002298 loss: 0.1855 (0.1980) loss_rec_all: 0.2113 (0.2238) loss_rec_sfr: 0.2810 (0.2927) loss_cl: -0.2775 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [05:04:15.389238] Epoch: [140] [2000/2904] eta: 0:11:22 lr: 0.002298 loss: 0.1893 (0.1980) loss_rec_all: 0.2153 (0.2239) loss_rec_sfr: 0.2842 (0.2927) loss_cl: -0.2797 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [05:04:30.299453] Epoch: [140] [2020/2904] eta: 0:11:07 lr: 0.002298 loss: 0.1879 (0.1981) loss_rec_all: 0.2140 (0.2239) loss_rec_sfr: 0.2875 (0.2930) loss_cl: -0.2801 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [05:04:45.219456] Epoch: [140] [2040/2904] eta: 0:10:52 lr: 0.002298 loss: 0.1883 (0.1981) loss_rec_all: 0.2142 (0.2239) loss_rec_sfr: 0.2765 (0.2930) loss_cl: -0.2791 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [05:05:00.131797] Epoch: [140] [2060/2904] eta: 0:10:36 lr: 0.002298 loss: 0.1863 (0.1981) loss_rec_all: 0.2122 (0.2239) loss_rec_sfr: 0.2765 (0.2931) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [05:05:15.043690] Epoch: [140] [2080/2904] eta: 0:10:21 lr: 0.002297 loss: 0.1824 (0.1980) loss_rec_all: 0.2089 (0.2239) loss_rec_sfr: 0.2373 (0.2929) loss_cl: -0.2794 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [05:05:29.952396] Epoch: [140] [2100/2904] eta: 0:10:06 lr: 0.002297 loss: 0.1956 (0.1981) loss_rec_all: 0.2215 (0.2239) loss_rec_sfr: 0.2773 (0.2931) loss_cl: -0.2782 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [05:05:44.864690] Epoch: [140] [2120/2904] eta: 0:09:51 lr: 0.002297 loss: 0.1893 (0.1981) loss_rec_all: 0.2152 (0.2239) loss_rec_sfr: 0.2709 (0.2930) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [05:05:59.772466] Epoch: [140] [2140/2904] eta: 0:09:36 lr: 0.002297 loss: 0.1922 (0.1982) loss_rec_all: 0.2183 (0.2240) loss_rec_sfr: 0.2715 (0.2932) loss_cl: -0.2789 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [05:06:14.679260] Epoch: [140] [2160/2904] eta: 0:09:21 lr: 0.002297 loss: 0.1879 (0.1981) loss_rec_all: 0.2140 (0.2240) loss_rec_sfr: 0.2727 (0.2931) loss_cl: -0.2797 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [05:06:29.591513] Epoch: [140] [2180/2904] eta: 0:09:05 lr: 0.002297 loss: 0.1869 (0.1981) loss_rec_all: 0.2130 (0.2240) loss_rec_sfr: 0.2766 (0.2931) loss_cl: -0.2798 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [05:06:44.505390] Epoch: [140] [2200/2904] eta: 0:08:50 lr: 0.002297 loss: 0.1911 (0.1981) loss_rec_all: 0.2171 (0.2239) loss_rec_sfr: 0.2720 (0.2930) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [05:06:59.415447] Epoch: [140] [2220/2904] eta: 0:08:35 lr: 0.002297 loss: 0.1889 (0.1981) loss_rec_all: 0.2149 (0.2239) loss_rec_sfr: 0.2746 (0.2929) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [05:07:14.322449] Epoch: [140] [2240/2904] eta: 0:08:20 lr: 0.002297 loss: 0.1938 (0.1981) loss_rec_all: 0.2195 (0.2239) loss_rec_sfr: 0.2787 (0.2928) loss_cl: -0.2789 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [05:07:29.233735] Epoch: [140] [2260/2904] eta: 0:08:05 lr: 0.002297 loss: 0.1920 (0.1981) loss_rec_all: 0.2181 (0.2240) loss_rec_sfr: 0.2669 (0.2930) loss_cl: -0.2781 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [05:07:44.150560] Epoch: [140] [2280/2904] eta: 0:07:50 lr: 0.002297 loss: 0.1891 (0.1981) loss_rec_all: 0.2149 (0.2240) loss_rec_sfr: 0.2722 (0.2930) loss_cl: -0.2782 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [05:07:59.069547] Epoch: [140] [2300/2904] eta: 0:07:35 lr: 0.002297 loss: 0.1859 (0.1981) loss_rec_all: 0.2119 (0.2239) loss_rec_sfr: 0.2707 (0.2927) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [05:08:13.988637] Epoch: [140] [2320/2904] eta: 0:07:20 lr: 0.002297 loss: 0.1893 (0.1980) loss_rec_all: 0.2153 (0.2239) loss_rec_sfr: 0.2719 (0.2925) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [05:08:28.906860] Epoch: [140] [2340/2904] eta: 0:07:04 lr: 0.002297 loss: 0.1887 (0.1980) loss_rec_all: 0.2145 (0.2239) loss_rec_sfr: 0.2724 (0.2925) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [05:08:43.823389] Epoch: [140] [2360/2904] eta: 0:06:49 lr: 0.002297 loss: 0.1854 (0.1980) loss_rec_all: 0.2115 (0.2239) loss_rec_sfr: 0.2880 (0.2926) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [05:08:58.731593] Epoch: [140] [2380/2904] eta: 0:06:34 lr: 0.002297 loss: 0.1862 (0.1980) loss_rec_all: 0.2124 (0.2238) loss_rec_sfr: 0.2662 (0.2926) loss_cl: -0.2795 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [05:09:13.642568] Epoch: [140] [2400/2904] eta: 0:06:19 lr: 0.002297 loss: 0.1894 (0.1981) loss_rec_all: 0.2156 (0.2239) loss_rec_sfr: 0.2887 (0.2927) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [05:09:28.555272] Epoch: [140] [2420/2904] eta: 0:06:04 lr: 0.002297 loss: 0.1881 (0.1981) loss_rec_all: 0.2143 (0.2239) loss_rec_sfr: 0.2791 (0.2929) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [05:09:43.468296] Epoch: [140] [2440/2904] eta: 0:05:49 lr: 0.002297 loss: 0.1917 (0.1981) loss_rec_all: 0.2175 (0.2239) loss_rec_sfr: 0.2745 (0.2930) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [05:09:58.383746] Epoch: [140] [2460/2904] eta: 0:05:34 lr: 0.002297 loss: 0.1909 (0.1981) loss_rec_all: 0.2171 (0.2239) loss_rec_sfr: 0.2620 (0.2927) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [05:10:13.297587] Epoch: [140] [2480/2904] eta: 0:05:19 lr: 0.002297 loss: 0.1878 (0.1981) loss_rec_all: 0.2137 (0.2240) loss_rec_sfr: 0.2853 (0.2930) loss_cl: -0.2797 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [05:10:28.214287] Epoch: [140] [2500/2904] eta: 0:05:04 lr: 0.002297 loss: 0.1880 (0.1982) loss_rec_all: 0.2147 (0.2240) loss_rec_sfr: 0.2690 (0.2930) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [05:10:43.129747] Epoch: [140] [2520/2904] eta: 0:04:49 lr: 0.002297 loss: 0.1872 (0.1981) loss_rec_all: 0.2133 (0.2239) loss_rec_sfr: 0.2618 (0.2928) loss_cl: -0.2781 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [05:10:58.042417] Epoch: [140] [2540/2904] eta: 0:04:34 lr: 0.002297 loss: 0.1834 (0.1981) loss_rec_all: 0.2100 (0.2239) loss_rec_sfr: 0.2726 (0.2928) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [05:11:12.957861] Epoch: [140] [2560/2904] eta: 0:04:18 lr: 0.002297 loss: 0.1862 (0.1981) loss_rec_all: 0.2120 (0.2239) loss_rec_sfr: 0.2786 (0.2927) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [05:11:27.872334] Epoch: [140] [2580/2904] eta: 0:04:03 lr: 0.002297 loss: 0.1864 (0.1981) loss_rec_all: 0.2126 (0.2239) loss_rec_sfr: 0.2427 (0.2928) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [05:11:42.788190] Epoch: [140] [2600/2904] eta: 0:03:48 lr: 0.002297 loss: 0.1945 (0.1982) loss_rec_all: 0.2205 (0.2240) loss_rec_sfr: 0.2912 (0.2932) loss_cl: -0.2783 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [05:11:57.695312] Epoch: [140] [2620/2904] eta: 0:03:33 lr: 0.002297 loss: 0.1902 (0.1982) loss_rec_all: 0.2162 (0.2241) loss_rec_sfr: 0.2753 (0.2933) loss_cl: -0.2781 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [05:12:12.605777] Epoch: [140] [2640/2904] eta: 0:03:18 lr: 0.002297 loss: 0.1851 (0.1982) loss_rec_all: 0.2114 (0.2241) loss_rec_sfr: 0.2506 (0.2933) loss_cl: -0.2793 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [05:12:27.495562] Epoch: [140] [2660/2904] eta: 0:03:03 lr: 0.002297 loss: 0.1847 (0.1982) loss_rec_all: 0.2111 (0.2240) loss_rec_sfr: 0.2542 (0.2931) loss_cl: -0.2798 (-0.2788) time: 0.7445 data: 0.0002 max mem: 29860 [05:12:42.399515] Epoch: [140] [2680/2904] eta: 0:02:48 lr: 0.002297 loss: 0.1890 (0.1982) loss_rec_all: 0.2149 (0.2241) loss_rec_sfr: 0.2801 (0.2932) loss_cl: -0.2793 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [05:12:57.308204] Epoch: [140] [2700/2904] eta: 0:02:33 lr: 0.002297 loss: 0.1864 (0.1982) loss_rec_all: 0.2121 (0.2240) loss_rec_sfr: 0.2499 (0.2931) loss_cl: -0.2784 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [05:13:12.220815] Epoch: [140] [2720/2904] eta: 0:02:18 lr: 0.002297 loss: 0.1929 (0.1983) loss_rec_all: 0.2190 (0.2241) loss_rec_sfr: 0.2827 (0.2933) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [05:13:27.137134] Epoch: [140] [2740/2904] eta: 0:02:03 lr: 0.002297 loss: 0.1893 (0.1983) loss_rec_all: 0.2157 (0.2241) loss_rec_sfr: 0.2526 (0.2933) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [05:13:42.045227] Epoch: [140] [2760/2904] eta: 0:01:48 lr: 0.002297 loss: 0.1874 (0.1983) loss_rec_all: 0.2140 (0.2241) loss_rec_sfr: 0.2460 (0.2931) loss_cl: -0.2790 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [05:13:56.952329] Epoch: [140] [2780/2904] eta: 0:01:33 lr: 0.002297 loss: 0.1921 (0.1983) loss_rec_all: 0.2180 (0.2241) loss_rec_sfr: 0.2710 (0.2930) loss_cl: -0.2780 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [05:14:11.860422] Epoch: [140] [2800/2904] eta: 0:01:18 lr: 0.002297 loss: 0.1917 (0.1983) loss_rec_all: 0.2178 (0.2241) loss_rec_sfr: 0.2787 (0.2930) loss_cl: -0.2790 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [05:14:26.772075] Epoch: [140] [2820/2904] eta: 0:01:03 lr: 0.002297 loss: 0.1871 (0.1983) loss_rec_all: 0.2133 (0.2241) loss_rec_sfr: 0.2750 (0.2930) loss_cl: -0.2795 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [05:14:41.711563] Epoch: [140] [2840/2904] eta: 0:00:48 lr: 0.002297 loss: 0.1875 (0.1983) loss_rec_all: 0.2136 (0.2241) loss_rec_sfr: 0.2796 (0.2931) loss_cl: -0.2786 (-0.2788) time: 0.7469 data: 0.0023 max mem: 29860 [05:14:56.606268] Epoch: [140] [2860/2904] eta: 0:00:33 lr: 0.002297 loss: 0.1876 (0.1983) loss_rec_all: 0.2134 (0.2241) loss_rec_sfr: 0.2696 (0.2930) loss_cl: -0.2793 (-0.2788) time: 0.7447 data: 0.0001 max mem: 29860 [05:15:11.502272] Epoch: [140] [2880/2904] eta: 0:00:18 lr: 0.002297 loss: 0.1885 (0.1983) loss_rec_all: 0.2143 (0.2241) loss_rec_sfr: 0.2678 (0.2930) loss_cl: -0.2792 (-0.2788) time: 0.7448 data: 0.0001 max mem: 29860 [05:15:26.399919] Epoch: [140] [2900/2904] eta: 0:00:03 lr: 0.002297 loss: 0.1938 (0.1983) loss_rec_all: 0.2198 (0.2241) loss_rec_sfr: 0.2787 (0.2932) loss_cl: -0.2784 (-0.2788) time: 0.7448 data: 0.0001 max mem: 29860 [05:15:28.641851] Epoch: [140] [2903/2904] eta: 0:00:00 lr: 0.002297 loss: 0.1937 (0.1983) loss_rec_all: 0.2197 (0.2241) loss_rec_sfr: 0.2760 (0.2932) loss_cl: -0.2784 (-0.2788) time: 0.7449 data: 0.0001 max mem: 29860 [05:15:30.714295] Epoch: [140] Total time: 0:36:25 (0.7527 s / it) [05:15:30.718997] Averaged stats: lr: 0.002297 loss: 0.1937 (0.2010) loss_rec_all: 0.2197 (0.2245) loss_rec_sfr: 0.2760 (0.2951) loss_cl: -0.2784 (-0.2555) [05:15:30.724022] log_dir: ./checkpoint/VF2_ViT-B [05:15:46.950231] Epoch: [141] [ 0/2904] eta: 13:05:16 lr: 0.002297 loss: 0.1984 (0.1984) loss_rec_all: 0.2242 (0.2242) loss_rec_sfr: 0.2700 (0.2700) loss_cl: -0.2767 (-0.2767) time: 16.2246 data: 14.1118 max mem: 29860 [05:16:03.241086] Epoch: [141] [ 20/2904] eta: 1:14:25 lr: 0.002297 loss: 0.1844 (0.1987) loss_rec_all: 0.2106 (0.2245) loss_rec_sfr: 0.2447 (0.2859) loss_cl: -0.2784 (-0.2781) time: 0.8145 data: 0.0002 max mem: 29860 [05:16:18.118432] Epoch: [141] [ 40/2904] eta: 0:55:10 lr: 0.002297 loss: 0.1898 (0.1972) loss_rec_all: 0.2157 (0.2231) loss_rec_sfr: 0.2744 (0.2847) loss_cl: -0.2794 (-0.2786) time: 0.7438 data: 0.0002 max mem: 29860 [05:16:33.002565] Epoch: [141] [ 60/2904] eta: 0:48:23 lr: 0.002297 loss: 0.1867 (0.1969) loss_rec_all: 0.2126 (0.2228) loss_rec_sfr: 0.2742 (0.2859) loss_cl: -0.2792 (-0.2788) time: 0.7442 data: 0.0002 max mem: 29860 [05:16:47.892685] Epoch: [141] [ 80/2904] eta: 0:44:50 lr: 0.002297 loss: 0.1850 (0.1952) loss_rec_all: 0.2113 (0.2211) loss_rec_sfr: 0.2509 (0.2807) loss_cl: -0.2787 (-0.2788) time: 0.7445 data: 0.0002 max mem: 29860 [05:17:02.796040] Epoch: [141] [ 100/2904] eta: 0:42:35 lr: 0.002297 loss: 0.1863 (0.1948) loss_rec_all: 0.2126 (0.2207) loss_rec_sfr: 0.2653 (0.2801) loss_cl: -0.2784 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [05:17:17.706278] Epoch: [141] [ 120/2904] eta: 0:41:01 lr: 0.002297 loss: 0.1849 (0.1946) loss_rec_all: 0.2111 (0.2205) loss_rec_sfr: 0.2644 (0.2799) loss_cl: -0.2784 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [05:17:32.620504] Epoch: [141] [ 140/2904] eta: 0:39:49 lr: 0.002297 loss: 0.1896 (0.1952) loss_rec_all: 0.2156 (0.2211) loss_rec_sfr: 0.2752 (0.2812) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [05:17:47.537538] Epoch: [141] [ 160/2904] eta: 0:38:51 lr: 0.002297 loss: 0.1905 (0.1960) loss_rec_all: 0.2166 (0.2219) loss_rec_sfr: 0.2746 (0.2846) loss_cl: -0.2793 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [05:18:02.469164] Epoch: [141] [ 180/2904] eta: 0:38:03 lr: 0.002297 loss: 0.1905 (0.1964) loss_rec_all: 0.2163 (0.2223) loss_rec_sfr: 0.2644 (0.2845) loss_cl: -0.2796 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [05:18:17.382392] Epoch: [141] [ 200/2904] eta: 0:37:21 lr: 0.002297 loss: 0.1886 (0.1967) loss_rec_all: 0.2144 (0.2226) loss_rec_sfr: 0.2737 (0.2861) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [05:18:32.295659] Epoch: [141] [ 220/2904] eta: 0:36:45 lr: 0.002297 loss: 0.1844 (0.1965) loss_rec_all: 0.2104 (0.2224) loss_rec_sfr: 0.2864 (0.2875) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [05:18:47.196252] Epoch: [141] [ 240/2904] eta: 0:36:11 lr: 0.002297 loss: 0.1911 (0.1977) loss_rec_all: 0.2176 (0.2235) loss_rec_sfr: 0.2702 (0.2900) loss_cl: -0.2795 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [05:19:02.126645] Epoch: [141] [ 260/2904] eta: 0:35:41 lr: 0.002297 loss: 0.1910 (0.1981) loss_rec_all: 0.2169 (0.2240) loss_rec_sfr: 0.2829 (0.2923) loss_cl: -0.2788 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [05:19:17.031324] Epoch: [141] [ 280/2904] eta: 0:35:13 lr: 0.002297 loss: 0.1912 (0.1982) loss_rec_all: 0.2173 (0.2240) loss_rec_sfr: 0.2682 (0.2923) loss_cl: -0.2781 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [05:19:31.945029] Epoch: [141] [ 300/2904] eta: 0:34:46 lr: 0.002297 loss: 0.1887 (0.1981) loss_rec_all: 0.2148 (0.2240) loss_rec_sfr: 0.2542 (0.2921) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [05:19:46.853792] Epoch: [141] [ 320/2904] eta: 0:34:21 lr: 0.002297 loss: 0.1891 (0.1981) loss_rec_all: 0.2157 (0.2239) loss_rec_sfr: 0.2678 (0.2918) loss_cl: -0.2791 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [05:20:01.764339] Epoch: [141] [ 340/2904] eta: 0:33:57 lr: 0.002297 loss: 0.1916 (0.1979) loss_rec_all: 0.2175 (0.2238) loss_rec_sfr: 0.2766 (0.2917) loss_cl: -0.2796 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [05:20:16.672106] Epoch: [141] [ 360/2904] eta: 0:33:34 lr: 0.002297 loss: 0.1875 (0.1979) loss_rec_all: 0.2141 (0.2238) loss_rec_sfr: 0.2632 (0.2914) loss_cl: -0.2792 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [05:20:31.582070] Epoch: [141] [ 380/2904] eta: 0:33:12 lr: 0.002297 loss: 0.1897 (0.1977) loss_rec_all: 0.2157 (0.2235) loss_rec_sfr: 0.2658 (0.2900) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [05:20:46.494635] Epoch: [141] [ 400/2904] eta: 0:32:51 lr: 0.002297 loss: 0.1864 (0.1978) loss_rec_all: 0.2128 (0.2236) loss_rec_sfr: 0.2642 (0.2897) loss_cl: -0.2783 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [05:21:01.398492] Epoch: [141] [ 420/2904] eta: 0:32:30 lr: 0.002297 loss: 0.1871 (0.1978) loss_rec_all: 0.2130 (0.2237) loss_rec_sfr: 0.2704 (0.2899) loss_cl: -0.2785 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [05:21:16.308099] Epoch: [141] [ 440/2904] eta: 0:32:10 lr: 0.002297 loss: 0.1898 (0.1979) loss_rec_all: 0.2161 (0.2238) loss_rec_sfr: 0.2714 (0.2904) loss_cl: -0.2785 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [05:21:31.214934] Epoch: [141] [ 460/2904] eta: 0:31:51 lr: 0.002297 loss: 0.1874 (0.1975) loss_rec_all: 0.2136 (0.2234) loss_rec_sfr: 0.2679 (0.2888) loss_cl: -0.2797 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [05:21:46.120823] Epoch: [141] [ 480/2904] eta: 0:31:31 lr: 0.002297 loss: 0.1863 (0.1972) loss_rec_all: 0.2122 (0.2231) loss_rec_sfr: 0.2789 (0.2883) loss_cl: -0.2795 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [05:22:01.027204] Epoch: [141] [ 500/2904] eta: 0:31:12 lr: 0.002297 loss: 0.1860 (0.1972) loss_rec_all: 0.2122 (0.2231) loss_rec_sfr: 0.2794 (0.2885) loss_cl: -0.2800 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [05:22:15.931168] Epoch: [141] [ 520/2904] eta: 0:30:54 lr: 0.002297 loss: 0.1864 (0.1975) loss_rec_all: 0.2130 (0.2234) loss_rec_sfr: 0.2827 (0.2894) loss_cl: -0.2787 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [05:22:30.833611] Epoch: [141] [ 540/2904] eta: 0:30:35 lr: 0.002297 loss: 0.1884 (0.1975) loss_rec_all: 0.2146 (0.2234) loss_rec_sfr: 0.2728 (0.2894) loss_cl: -0.2781 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [05:22:45.734684] Epoch: [141] [ 560/2904] eta: 0:30:17 lr: 0.002297 loss: 0.1905 (0.1977) loss_rec_all: 0.2164 (0.2235) loss_rec_sfr: 0.2764 (0.2898) loss_cl: -0.2783 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [05:23:00.637542] Epoch: [141] [ 580/2904] eta: 0:29:59 lr: 0.002297 loss: 0.1879 (0.1978) loss_rec_all: 0.2138 (0.2237) loss_rec_sfr: 0.2925 (0.2904) loss_cl: -0.2802 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [05:23:15.543360] Epoch: [141] [ 600/2904] eta: 0:29:41 lr: 0.002297 loss: 0.1904 (0.1977) loss_rec_all: 0.2161 (0.2235) loss_rec_sfr: 0.2781 (0.2902) loss_cl: -0.2798 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [05:23:30.449109] Epoch: [141] [ 620/2904] eta: 0:29:24 lr: 0.002296 loss: 0.1835 (0.1973) loss_rec_all: 0.2099 (0.2232) loss_rec_sfr: 0.2619 (0.2893) loss_cl: -0.2800 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [05:23:45.350832] Epoch: [141] [ 640/2904] eta: 0:29:06 lr: 0.002296 loss: 0.1892 (0.1973) loss_rec_all: 0.2150 (0.2231) loss_rec_sfr: 0.2763 (0.2892) loss_cl: -0.2792 (-0.2789) time: 0.7450 data: 0.0002 max mem: 29860 [05:24:00.258443] Epoch: [141] [ 660/2904] eta: 0:28:49 lr: 0.002296 loss: 0.1894 (0.1975) loss_rec_all: 0.2152 (0.2234) loss_rec_sfr: 0.2778 (0.2901) loss_cl: -0.2788 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [05:24:15.172170] Epoch: [141] [ 680/2904] eta: 0:28:32 lr: 0.002296 loss: 0.1896 (0.1978) loss_rec_all: 0.2154 (0.2236) loss_rec_sfr: 0.2862 (0.2912) loss_cl: -0.2781 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [05:24:30.080286] Epoch: [141] [ 700/2904] eta: 0:28:15 lr: 0.002296 loss: 0.1912 (0.1980) loss_rec_all: 0.2176 (0.2238) loss_rec_sfr: 0.2541 (0.2913) loss_cl: -0.2788 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [05:24:44.992460] Epoch: [141] [ 720/2904] eta: 0:27:58 lr: 0.002296 loss: 0.1885 (0.1980) loss_rec_all: 0.2142 (0.2238) loss_rec_sfr: 0.2716 (0.2913) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [05:24:59.903698] Epoch: [141] [ 740/2904] eta: 0:27:42 lr: 0.002296 loss: 0.1873 (0.1980) loss_rec_all: 0.2131 (0.2239) loss_rec_sfr: 0.2789 (0.2915) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [05:25:14.819069] Epoch: [141] [ 760/2904] eta: 0:27:25 lr: 0.002296 loss: 0.1886 (0.1980) loss_rec_all: 0.2146 (0.2239) loss_rec_sfr: 0.2765 (0.2914) loss_cl: -0.2780 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [05:25:29.726016] Epoch: [141] [ 780/2904] eta: 0:27:08 lr: 0.002296 loss: 0.1875 (0.1981) loss_rec_all: 0.2133 (0.2239) loss_rec_sfr: 0.2756 (0.2917) loss_cl: -0.2780 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [05:25:44.630189] Epoch: [141] [ 800/2904] eta: 0:26:52 lr: 0.002296 loss: 0.1892 (0.1981) loss_rec_all: 0.2155 (0.2239) loss_rec_sfr: 0.2647 (0.2914) loss_cl: -0.2789 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [05:25:59.537929] Epoch: [141] [ 820/2904] eta: 0:26:36 lr: 0.002296 loss: 0.1927 (0.1981) loss_rec_all: 0.2188 (0.2240) loss_rec_sfr: 0.2750 (0.2917) loss_cl: -0.2786 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [05:26:14.444530] Epoch: [141] [ 840/2904] eta: 0:26:19 lr: 0.002296 loss: 0.1871 (0.1984) loss_rec_all: 0.2133 (0.2242) loss_rec_sfr: 0.2894 (0.2925) loss_cl: -0.2792 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [05:26:29.374002] Epoch: [141] [ 860/2904] eta: 0:26:03 lr: 0.002296 loss: 0.1905 (0.1983) loss_rec_all: 0.2163 (0.2241) loss_rec_sfr: 0.2753 (0.2924) loss_cl: -0.2791 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [05:26:44.279913] Epoch: [141] [ 880/2904] eta: 0:25:47 lr: 0.002296 loss: 0.1902 (0.1983) loss_rec_all: 0.2163 (0.2242) loss_rec_sfr: 0.2639 (0.2924) loss_cl: -0.2792 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [05:26:59.187873] Epoch: [141] [ 900/2904] eta: 0:25:31 lr: 0.002296 loss: 0.1880 (0.1983) loss_rec_all: 0.2141 (0.2241) loss_rec_sfr: 0.2775 (0.2923) loss_cl: -0.2784 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [05:27:14.097517] Epoch: [141] [ 920/2904] eta: 0:25:15 lr: 0.002296 loss: 0.1908 (0.1982) loss_rec_all: 0.2165 (0.2241) loss_rec_sfr: 0.2862 (0.2923) loss_cl: -0.2785 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [05:27:29.005342] Epoch: [141] [ 940/2904] eta: 0:24:59 lr: 0.002296 loss: 0.1874 (0.1984) loss_rec_all: 0.2136 (0.2242) loss_rec_sfr: 0.2739 (0.2927) loss_cl: -0.2779 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [05:27:43.909859] Epoch: [141] [ 960/2904] eta: 0:24:43 lr: 0.002296 loss: 0.1861 (0.1983) loss_rec_all: 0.2120 (0.2241) loss_rec_sfr: 0.2392 (0.2922) loss_cl: -0.2790 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [05:27:58.812845] Epoch: [141] [ 980/2904] eta: 0:24:27 lr: 0.002296 loss: 0.1931 (0.1983) loss_rec_all: 0.2191 (0.2242) loss_rec_sfr: 0.2696 (0.2923) loss_cl: -0.2791 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [05:28:13.719879] Epoch: [141] [1000/2904] eta: 0:24:11 lr: 0.002296 loss: 0.1904 (0.1983) loss_rec_all: 0.2163 (0.2242) loss_rec_sfr: 0.2732 (0.2922) loss_cl: -0.2794 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [05:28:28.625387] Epoch: [141] [1020/2904] eta: 0:23:55 lr: 0.002296 loss: 0.1905 (0.1985) loss_rec_all: 0.2163 (0.2243) loss_rec_sfr: 0.2917 (0.2927) loss_cl: -0.2789 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [05:28:43.529719] Epoch: [141] [1040/2904] eta: 0:23:39 lr: 0.002296 loss: 0.1892 (0.1986) loss_rec_all: 0.2150 (0.2244) loss_rec_sfr: 0.2950 (0.2932) loss_cl: -0.2789 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [05:28:58.434925] Epoch: [141] [1060/2904] eta: 0:23:23 lr: 0.002296 loss: 0.1928 (0.1986) loss_rec_all: 0.2184 (0.2244) loss_rec_sfr: 0.2769 (0.2933) loss_cl: -0.2790 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [05:29:13.338615] Epoch: [141] [1080/2904] eta: 0:23:07 lr: 0.002296 loss: 0.1855 (0.1987) loss_rec_all: 0.2120 (0.2245) loss_rec_sfr: 0.2776 (0.2935) loss_cl: -0.2785 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [05:29:28.248759] Epoch: [141] [1100/2904] eta: 0:22:52 lr: 0.002296 loss: 0.1859 (0.1986) loss_rec_all: 0.2122 (0.2244) loss_rec_sfr: 0.2868 (0.2936) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [05:29:43.156129] Epoch: [141] [1120/2904] eta: 0:22:36 lr: 0.002296 loss: 0.1893 (0.1985) loss_rec_all: 0.2151 (0.2244) loss_rec_sfr: 0.2858 (0.2936) loss_cl: -0.2787 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [05:29:58.065876] Epoch: [141] [1140/2904] eta: 0:22:20 lr: 0.002296 loss: 0.1877 (0.1985) loss_rec_all: 0.2136 (0.2243) loss_rec_sfr: 0.2780 (0.2936) loss_cl: -0.2790 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [05:30:12.978265] Epoch: [141] [1160/2904] eta: 0:22:05 lr: 0.002296 loss: 0.1874 (0.1985) loss_rec_all: 0.2136 (0.2243) loss_rec_sfr: 0.2706 (0.2936) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [05:30:27.903542] Epoch: [141] [1180/2904] eta: 0:21:49 lr: 0.002296 loss: 0.1931 (0.1986) loss_rec_all: 0.2189 (0.2244) loss_rec_sfr: 0.2827 (0.2938) loss_cl: -0.2782 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [05:30:42.814490] Epoch: [141] [1200/2904] eta: 0:21:34 lr: 0.002296 loss: 0.1878 (0.1986) loss_rec_all: 0.2143 (0.2244) loss_rec_sfr: 0.2774 (0.2939) loss_cl: -0.2793 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [05:30:57.723786] Epoch: [141] [1220/2904] eta: 0:21:18 lr: 0.002296 loss: 0.1893 (0.1986) loss_rec_all: 0.2155 (0.2244) loss_rec_sfr: 0.2576 (0.2938) loss_cl: -0.2793 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [05:31:12.627917] Epoch: [141] [1240/2904] eta: 0:21:02 lr: 0.002296 loss: 0.1865 (0.1986) loss_rec_all: 0.2129 (0.2244) loss_rec_sfr: 0.2701 (0.2937) loss_cl: -0.2793 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [05:31:27.533346] Epoch: [141] [1260/2904] eta: 0:20:47 lr: 0.002296 loss: 0.1933 (0.1987) loss_rec_all: 0.2191 (0.2245) loss_rec_sfr: 0.2749 (0.2940) loss_cl: -0.2790 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [05:31:42.437872] Epoch: [141] [1280/2904] eta: 0:20:31 lr: 0.002296 loss: 0.1818 (0.1985) loss_rec_all: 0.2077 (0.2243) loss_rec_sfr: 0.2333 (0.2935) loss_cl: -0.2797 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [05:31:57.350552] Epoch: [141] [1300/2904] eta: 0:20:16 lr: 0.002296 loss: 0.1870 (0.1984) loss_rec_all: 0.2131 (0.2243) loss_rec_sfr: 0.2836 (0.2936) loss_cl: -0.2780 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [05:32:12.253446] Epoch: [141] [1320/2904] eta: 0:20:00 lr: 0.002296 loss: 0.1877 (0.1983) loss_rec_all: 0.2140 (0.2242) loss_rec_sfr: 0.2851 (0.2934) loss_cl: -0.2781 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [05:32:27.169135] Epoch: [141] [1340/2904] eta: 0:19:45 lr: 0.002296 loss: 0.1905 (0.1983) loss_rec_all: 0.2165 (0.2241) loss_rec_sfr: 0.2717 (0.2933) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [05:32:42.078943] Epoch: [141] [1360/2904] eta: 0:19:29 lr: 0.002296 loss: 0.1901 (0.1984) loss_rec_all: 0.2168 (0.2242) loss_rec_sfr: 0.2725 (0.2934) loss_cl: -0.2795 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [05:32:56.989834] Epoch: [141] [1380/2904] eta: 0:19:14 lr: 0.002296 loss: 0.1872 (0.1985) loss_rec_all: 0.2130 (0.2243) loss_rec_sfr: 0.2885 (0.2940) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [05:33:11.894441] Epoch: [141] [1400/2904] eta: 0:18:59 lr: 0.002296 loss: 0.1898 (0.1984) loss_rec_all: 0.2156 (0.2243) loss_rec_sfr: 0.2882 (0.2939) loss_cl: -0.2787 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [05:33:26.800511] Epoch: [141] [1420/2904] eta: 0:18:43 lr: 0.002296 loss: 0.1868 (0.1984) loss_rec_all: 0.2128 (0.2242) loss_rec_sfr: 0.2720 (0.2939) loss_cl: -0.2788 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [05:33:41.704261] Epoch: [141] [1440/2904] eta: 0:18:28 lr: 0.002296 loss: 0.1913 (0.1985) loss_rec_all: 0.2174 (0.2244) loss_rec_sfr: 0.2599 (0.2941) loss_cl: -0.2779 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [05:33:56.613152] Epoch: [141] [1460/2904] eta: 0:18:12 lr: 0.002296 loss: 0.1888 (0.1985) loss_rec_all: 0.2150 (0.2243) loss_rec_sfr: 0.2383 (0.2939) loss_cl: -0.2784 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [05:34:11.523554] Epoch: [141] [1480/2904] eta: 0:17:57 lr: 0.002296 loss: 0.1885 (0.1985) loss_rec_all: 0.2142 (0.2243) loss_rec_sfr: 0.2727 (0.2939) loss_cl: -0.2785 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [05:34:26.429517] Epoch: [141] [1500/2904] eta: 0:17:42 lr: 0.002296 loss: 0.1956 (0.1987) loss_rec_all: 0.2216 (0.2245) loss_rec_sfr: 0.2873 (0.2946) loss_cl: -0.2786 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [05:34:41.334336] Epoch: [141] [1520/2904] eta: 0:17:26 lr: 0.002296 loss: 0.1862 (0.1987) loss_rec_all: 0.2123 (0.2245) loss_rec_sfr: 0.2476 (0.2945) loss_cl: -0.2791 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [05:34:56.242707] Epoch: [141] [1540/2904] eta: 0:17:11 lr: 0.002296 loss: 0.1907 (0.1987) loss_rec_all: 0.2166 (0.2245) loss_rec_sfr: 0.2816 (0.2945) loss_cl: -0.2784 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [05:35:11.157611] Epoch: [141] [1560/2904] eta: 0:16:56 lr: 0.002296 loss: 0.1863 (0.1987) loss_rec_all: 0.2128 (0.2245) loss_rec_sfr: 0.2769 (0.2945) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [05:35:26.066637] Epoch: [141] [1580/2904] eta: 0:16:40 lr: 0.002296 loss: 0.1972 (0.1988) loss_rec_all: 0.2228 (0.2246) loss_rec_sfr: 0.2883 (0.2948) loss_cl: -0.2784 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [05:35:40.971970] Epoch: [141] [1600/2904] eta: 0:16:25 lr: 0.002296 loss: 0.1879 (0.1988) loss_rec_all: 0.2143 (0.2246) loss_rec_sfr: 0.2850 (0.2949) loss_cl: -0.2791 (-0.2787) time: 0.7452 data: 0.0002 max mem: 29860 [05:35:55.878621] Epoch: [141] [1620/2904] eta: 0:16:10 lr: 0.002296 loss: 0.1881 (0.1988) loss_rec_all: 0.2140 (0.2246) loss_rec_sfr: 0.2703 (0.2947) loss_cl: -0.2795 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [05:36:10.790714] Epoch: [141] [1640/2904] eta: 0:15:55 lr: 0.002296 loss: 0.1888 (0.1988) loss_rec_all: 0.2150 (0.2246) loss_rec_sfr: 0.2750 (0.2948) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [05:36:25.703501] Epoch: [141] [1660/2904] eta: 0:15:39 lr: 0.002296 loss: 0.1889 (0.1987) loss_rec_all: 0.2146 (0.2245) loss_rec_sfr: 0.2745 (0.2946) loss_cl: -0.2779 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [05:36:40.616479] Epoch: [141] [1680/2904] eta: 0:15:24 lr: 0.002296 loss: 0.1873 (0.1987) loss_rec_all: 0.2133 (0.2246) loss_rec_sfr: 0.2799 (0.2948) loss_cl: -0.2771 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [05:36:55.537070] Epoch: [141] [1700/2904] eta: 0:15:09 lr: 0.002296 loss: 0.1924 (0.1987) loss_rec_all: 0.2183 (0.2246) loss_rec_sfr: 0.2737 (0.2948) loss_cl: -0.2791 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [05:37:10.449039] Epoch: [141] [1720/2904] eta: 0:14:54 lr: 0.002296 loss: 0.1867 (0.1988) loss_rec_all: 0.2128 (0.2246) loss_rec_sfr: 0.2814 (0.2951) loss_cl: -0.2805 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [05:37:25.361311] Epoch: [141] [1740/2904] eta: 0:14:38 lr: 0.002296 loss: 0.1877 (0.1988) loss_rec_all: 0.2136 (0.2246) loss_rec_sfr: 0.2764 (0.2949) loss_cl: -0.2798 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [05:37:40.274768] Epoch: [141] [1760/2904] eta: 0:14:23 lr: 0.002296 loss: 0.1889 (0.1988) loss_rec_all: 0.2151 (0.2246) loss_rec_sfr: 0.2759 (0.2949) loss_cl: -0.2784 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [05:37:55.184269] Epoch: [141] [1780/2904] eta: 0:14:08 lr: 0.002296 loss: 0.1869 (0.1988) loss_rec_all: 0.2132 (0.2246) loss_rec_sfr: 0.2701 (0.2949) loss_cl: -0.2788 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [05:38:10.093916] Epoch: [141] [1800/2904] eta: 0:13:53 lr: 0.002296 loss: 0.1880 (0.1988) loss_rec_all: 0.2139 (0.2246) loss_rec_sfr: 0.2859 (0.2951) loss_cl: -0.2792 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [05:38:25.004126] Epoch: [141] [1820/2904] eta: 0:13:38 lr: 0.002296 loss: 0.1886 (0.1987) loss_rec_all: 0.2142 (0.2245) loss_rec_sfr: 0.2408 (0.2947) loss_cl: -0.2791 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [05:38:39.918451] Epoch: [141] [1840/2904] eta: 0:13:22 lr: 0.002296 loss: 0.1874 (0.1988) loss_rec_all: 0.2132 (0.2246) loss_rec_sfr: 0.2884 (0.2950) loss_cl: -0.2793 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [05:38:54.837696] Epoch: [141] [1860/2904] eta: 0:13:07 lr: 0.002296 loss: 0.1915 (0.1989) loss_rec_all: 0.2175 (0.2247) loss_rec_sfr: 0.2925 (0.2953) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [05:39:09.760169] Epoch: [141] [1880/2904] eta: 0:12:52 lr: 0.002296 loss: 0.1865 (0.1988) loss_rec_all: 0.2123 (0.2246) loss_rec_sfr: 0.2762 (0.2953) loss_cl: -0.2790 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [05:39:24.668414] Epoch: [141] [1900/2904] eta: 0:12:37 lr: 0.002296 loss: 0.1909 (0.1988) loss_rec_all: 0.2166 (0.2246) loss_rec_sfr: 0.2815 (0.2953) loss_cl: -0.2784 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [05:39:39.578790] Epoch: [141] [1920/2904] eta: 0:12:22 lr: 0.002296 loss: 0.1882 (0.1988) loss_rec_all: 0.2139 (0.2246) loss_rec_sfr: 0.2845 (0.2953) loss_cl: -0.2783 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [05:39:54.494701] Epoch: [141] [1940/2904] eta: 0:12:06 lr: 0.002296 loss: 0.1857 (0.1987) loss_rec_all: 0.2117 (0.2245) loss_rec_sfr: 0.2771 (0.2953) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [05:40:09.404943] Epoch: [141] [1960/2904] eta: 0:11:51 lr: 0.002296 loss: 0.1884 (0.1987) loss_rec_all: 0.2146 (0.2245) loss_rec_sfr: 0.2666 (0.2950) loss_cl: -0.2785 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [05:40:24.316976] Epoch: [141] [1980/2904] eta: 0:11:36 lr: 0.002296 loss: 0.1849 (0.1986) loss_rec_all: 0.2113 (0.2244) loss_rec_sfr: 0.2657 (0.2948) loss_cl: -0.2795 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [05:40:39.227111] Epoch: [141] [2000/2904] eta: 0:11:21 lr: 0.002296 loss: 0.1870 (0.1986) loss_rec_all: 0.2131 (0.2244) loss_rec_sfr: 0.2757 (0.2948) loss_cl: -0.2795 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [05:40:54.139008] Epoch: [141] [2020/2904] eta: 0:11:06 lr: 0.002296 loss: 0.1844 (0.1986) loss_rec_all: 0.2102 (0.2244) loss_rec_sfr: 0.2350 (0.2946) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [05:41:09.047470] Epoch: [141] [2040/2904] eta: 0:10:51 lr: 0.002296 loss: 0.1856 (0.1985) loss_rec_all: 0.2121 (0.2243) loss_rec_sfr: 0.2369 (0.2942) loss_cl: -0.2793 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [05:41:23.955849] Epoch: [141] [2060/2904] eta: 0:10:36 lr: 0.002295 loss: 0.1873 (0.1985) loss_rec_all: 0.2137 (0.2243) loss_rec_sfr: 0.2702 (0.2939) loss_cl: -0.2794 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [05:41:38.863050] Epoch: [141] [2080/2904] eta: 0:10:20 lr: 0.002295 loss: 0.1909 (0.1985) loss_rec_all: 0.2168 (0.2243) loss_rec_sfr: 0.2730 (0.2940) loss_cl: -0.2783 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [05:41:53.770372] Epoch: [141] [2100/2904] eta: 0:10:05 lr: 0.002295 loss: 0.1914 (0.1985) loss_rec_all: 0.2175 (0.2243) loss_rec_sfr: 0.2811 (0.2940) loss_cl: -0.2789 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [05:42:08.683848] Epoch: [141] [2120/2904] eta: 0:09:50 lr: 0.002295 loss: 0.1884 (0.1985) loss_rec_all: 0.2149 (0.2244) loss_rec_sfr: 0.2956 (0.2942) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [05:42:23.593530] Epoch: [141] [2140/2904] eta: 0:09:35 lr: 0.002295 loss: 0.1878 (0.1985) loss_rec_all: 0.2141 (0.2243) loss_rec_sfr: 0.2693 (0.2940) loss_cl: -0.2791 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [05:42:38.498111] Epoch: [141] [2160/2904] eta: 0:09:20 lr: 0.002295 loss: 0.1876 (0.1985) loss_rec_all: 0.2135 (0.2243) loss_rec_sfr: 0.2878 (0.2941) loss_cl: -0.2794 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [05:42:53.407415] Epoch: [141] [2180/2904] eta: 0:09:05 lr: 0.002295 loss: 0.1852 (0.1985) loss_rec_all: 0.2113 (0.2243) loss_rec_sfr: 0.2704 (0.2939) loss_cl: -0.2791 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [05:43:08.320788] Epoch: [141] [2200/2904] eta: 0:08:50 lr: 0.002295 loss: 0.1869 (0.1984) loss_rec_all: 0.2128 (0.2242) loss_rec_sfr: 0.2783 (0.2938) loss_cl: -0.2775 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [05:43:23.238387] Epoch: [141] [2220/2904] eta: 0:08:35 lr: 0.002295 loss: 0.1897 (0.1984) loss_rec_all: 0.2155 (0.2242) loss_rec_sfr: 0.2798 (0.2939) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [05:43:38.147481] Epoch: [141] [2240/2904] eta: 0:08:19 lr: 0.002295 loss: 0.1898 (0.1984) loss_rec_all: 0.2161 (0.2243) loss_rec_sfr: 0.2873 (0.2940) loss_cl: -0.2795 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [05:43:53.058074] Epoch: [141] [2260/2904] eta: 0:08:04 lr: 0.002295 loss: 0.1861 (0.1984) loss_rec_all: 0.2119 (0.2242) loss_rec_sfr: 0.2709 (0.2939) loss_cl: -0.2792 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [05:44:07.967146] Epoch: [141] [2280/2904] eta: 0:07:49 lr: 0.002295 loss: 0.1913 (0.1984) loss_rec_all: 0.2175 (0.2242) loss_rec_sfr: 0.2657 (0.2938) loss_cl: -0.2784 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [05:44:22.875260] Epoch: [141] [2300/2904] eta: 0:07:34 lr: 0.002295 loss: 0.1897 (0.1984) loss_rec_all: 0.2162 (0.2243) loss_rec_sfr: 0.2778 (0.2939) loss_cl: -0.2790 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [05:44:37.779929] Epoch: [141] [2320/2904] eta: 0:07:19 lr: 0.002295 loss: 0.1909 (0.1985) loss_rec_all: 0.2166 (0.2243) loss_rec_sfr: 0.2768 (0.2941) loss_cl: -0.2788 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [05:44:52.685734] Epoch: [141] [2340/2904] eta: 0:07:04 lr: 0.002295 loss: 0.1854 (0.1985) loss_rec_all: 0.2118 (0.2243) loss_rec_sfr: 0.2854 (0.2942) loss_cl: -0.2788 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [05:45:07.595850] Epoch: [141] [2360/2904] eta: 0:06:49 lr: 0.002295 loss: 0.1958 (0.1986) loss_rec_all: 0.2216 (0.2244) loss_rec_sfr: 0.2938 (0.2946) loss_cl: -0.2785 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [05:45:22.500868] Epoch: [141] [2380/2904] eta: 0:06:34 lr: 0.002295 loss: 0.1915 (0.1987) loss_rec_all: 0.2174 (0.2245) loss_rec_sfr: 0.2966 (0.2950) loss_cl: -0.2789 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [05:45:37.410355] Epoch: [141] [2400/2904] eta: 0:06:19 lr: 0.002295 loss: 0.1921 (0.1988) loss_rec_all: 0.2182 (0.2246) loss_rec_sfr: 0.2688 (0.2952) loss_cl: -0.2783 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [05:45:52.329486] Epoch: [141] [2420/2904] eta: 0:06:04 lr: 0.002295 loss: 0.1894 (0.1988) loss_rec_all: 0.2154 (0.2246) loss_rec_sfr: 0.2742 (0.2952) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [05:46:07.245741] Epoch: [141] [2440/2904] eta: 0:05:49 lr: 0.002295 loss: 0.1956 (0.1989) loss_rec_all: 0.2216 (0.2247) loss_rec_sfr: 0.2932 (0.2957) loss_cl: -0.2783 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [05:46:22.158784] Epoch: [141] [2460/2904] eta: 0:05:34 lr: 0.002295 loss: 0.1926 (0.1990) loss_rec_all: 0.2183 (0.2248) loss_rec_sfr: 0.2749 (0.2957) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [05:46:37.072363] Epoch: [141] [2480/2904] eta: 0:05:18 lr: 0.002295 loss: 0.1862 (0.1989) loss_rec_all: 0.2118 (0.2247) loss_rec_sfr: 0.2679 (0.2956) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [05:46:51.983573] Epoch: [141] [2500/2904] eta: 0:05:03 lr: 0.002295 loss: 0.1866 (0.1989) loss_rec_all: 0.2126 (0.2247) loss_rec_sfr: 0.2678 (0.2955) loss_cl: -0.2774 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [05:47:06.890390] Epoch: [141] [2520/2904] eta: 0:04:48 lr: 0.002295 loss: 0.1906 (0.1989) loss_rec_all: 0.2168 (0.2248) loss_rec_sfr: 0.2716 (0.2956) loss_cl: -0.2797 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [05:47:21.800382] Epoch: [141] [2540/2904] eta: 0:04:33 lr: 0.002295 loss: 0.1937 (0.1990) loss_rec_all: 0.2197 (0.2248) loss_rec_sfr: 0.2758 (0.2957) loss_cl: -0.2791 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [05:47:36.708856] Epoch: [141] [2560/2904] eta: 0:04:18 lr: 0.002295 loss: 0.1906 (0.1990) loss_rec_all: 0.2167 (0.2248) loss_rec_sfr: 0.2713 (0.2956) loss_cl: -0.2795 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [05:47:51.618197] Epoch: [141] [2580/2904] eta: 0:04:03 lr: 0.002295 loss: 0.1868 (0.1990) loss_rec_all: 0.2130 (0.2248) loss_rec_sfr: 0.2698 (0.2956) loss_cl: -0.2786 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [05:48:06.526504] Epoch: [141] [2600/2904] eta: 0:03:48 lr: 0.002295 loss: 0.1879 (0.1990) loss_rec_all: 0.2142 (0.2248) loss_rec_sfr: 0.2789 (0.2955) loss_cl: -0.2786 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [05:48:21.441207] Epoch: [141] [2620/2904] eta: 0:03:33 lr: 0.002295 loss: 0.1885 (0.1990) loss_rec_all: 0.2144 (0.2248) loss_rec_sfr: 0.2851 (0.2956) loss_cl: -0.2783 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [05:48:36.354067] Epoch: [141] [2640/2904] eta: 0:03:18 lr: 0.002295 loss: 0.1886 (0.1989) loss_rec_all: 0.2142 (0.2247) loss_rec_sfr: 0.2828 (0.2954) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [05:48:51.263738] Epoch: [141] [2660/2904] eta: 0:03:03 lr: 0.002295 loss: 0.1876 (0.1989) loss_rec_all: 0.2134 (0.2247) loss_rec_sfr: 0.2673 (0.2954) loss_cl: -0.2783 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [05:49:06.172929] Epoch: [141] [2680/2904] eta: 0:02:48 lr: 0.002295 loss: 0.1889 (0.1990) loss_rec_all: 0.2152 (0.2248) loss_rec_sfr: 0.2657 (0.2955) loss_cl: -0.2793 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [05:49:21.078626] Epoch: [141] [2700/2904] eta: 0:02:33 lr: 0.002295 loss: 0.1885 (0.1989) loss_rec_all: 0.2150 (0.2247) loss_rec_sfr: 0.2755 (0.2953) loss_cl: -0.2794 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [05:49:35.983103] Epoch: [141] [2720/2904] eta: 0:02:18 lr: 0.002295 loss: 0.1873 (0.1989) loss_rec_all: 0.2132 (0.2247) loss_rec_sfr: 0.2603 (0.2953) loss_cl: -0.2791 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [05:49:50.887844] Epoch: [141] [2740/2904] eta: 0:02:03 lr: 0.002295 loss: 0.1854 (0.1988) loss_rec_all: 0.2118 (0.2246) loss_rec_sfr: 0.2371 (0.2950) loss_cl: -0.2785 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [05:50:05.799843] Epoch: [141] [2760/2904] eta: 0:01:48 lr: 0.002295 loss: 0.1861 (0.1987) loss_rec_all: 0.2121 (0.2245) loss_rec_sfr: 0.2746 (0.2948) loss_cl: -0.2794 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [05:50:20.715626] Epoch: [141] [2780/2904] eta: 0:01:33 lr: 0.002295 loss: 0.1858 (0.1987) loss_rec_all: 0.2119 (0.2245) loss_rec_sfr: 0.2383 (0.2947) loss_cl: -0.2796 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [05:50:35.629202] Epoch: [141] [2800/2904] eta: 0:01:18 lr: 0.002295 loss: 0.1894 (0.1987) loss_rec_all: 0.2155 (0.2245) loss_rec_sfr: 0.2789 (0.2946) loss_cl: -0.2783 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [05:50:50.536368] Epoch: [141] [2820/2904] eta: 0:01:03 lr: 0.002295 loss: 0.1878 (0.1986) loss_rec_all: 0.2137 (0.2245) loss_rec_sfr: 0.2410 (0.2944) loss_cl: -0.2793 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [05:51:05.476427] Epoch: [141] [2840/2904] eta: 0:00:48 lr: 0.002295 loss: 0.1894 (0.1986) loss_rec_all: 0.2157 (0.2245) loss_rec_sfr: 0.2732 (0.2945) loss_cl: -0.2793 (-0.2788) time: 0.7470 data: 0.0023 max mem: 29860 [05:51:20.374368] Epoch: [141] [2860/2904] eta: 0:00:33 lr: 0.002295 loss: 0.1875 (0.1986) loss_rec_all: 0.2140 (0.2245) loss_rec_sfr: 0.2849 (0.2945) loss_cl: -0.2800 (-0.2788) time: 0.7449 data: 0.0001 max mem: 29860 [05:51:35.268057] Epoch: [141] [2880/2904] eta: 0:00:18 lr: 0.002295 loss: 0.1856 (0.1986) loss_rec_all: 0.2121 (0.2244) loss_rec_sfr: 0.2797 (0.2945) loss_cl: -0.2802 (-0.2788) time: 0.7446 data: 0.0001 max mem: 29860 [05:51:50.162717] Epoch: [141] [2900/2904] eta: 0:00:03 lr: 0.002295 loss: 0.1879 (0.1985) loss_rec_all: 0.2143 (0.2244) loss_rec_sfr: 0.2447 (0.2942) loss_cl: -0.2798 (-0.2788) time: 0.7447 data: 0.0001 max mem: 29860 [05:51:52.404952] Epoch: [141] [2903/2904] eta: 0:00:00 lr: 0.002295 loss: 0.1890 (0.1986) loss_rec_all: 0.2151 (0.2244) loss_rec_sfr: 0.2447 (0.2942) loss_cl: -0.2796 (-0.2788) time: 0.7448 data: 0.0001 max mem: 29860 [05:51:54.576728] Epoch: [141] Total time: 0:36:23 (0.7520 s / it) [05:51:54.577567] Averaged stats: lr: 0.002295 loss: 0.1890 (0.2014) loss_rec_all: 0.2151 (0.2249) loss_rec_sfr: 0.2447 (0.2959) loss_cl: -0.2796 (-0.2555) [05:51:54.582263] log_dir: ./checkpoint/VF2_ViT-B [05:52:11.878335] Epoch: [142] [ 0/2904] eta: 13:57:04 lr: 0.002295 loss: 0.1837 (0.1837) loss_rec_all: 0.2097 (0.2097) loss_rec_sfr: 0.2411 (0.2411) loss_cl: -0.2762 (-0.2762) time: 17.2950 data: 11.8822 max mem: 29860 [05:52:29.863443] Epoch: [142] [ 20/2904] eta: 1:20:45 lr: 0.002295 loss: 0.1898 (0.2009) loss_rec_all: 0.2158 (0.2266) loss_rec_sfr: 0.2758 (0.3045) loss_cl: -0.2790 (-0.2779) time: 0.8992 data: 0.0756 max mem: 29860 [05:52:44.778843] Epoch: [142] [ 40/2904] eta: 0:58:26 lr: 0.002295 loss: 0.1890 (0.1995) loss_rec_all: 0.2149 (0.2253) loss_rec_sfr: 0.2652 (0.2949) loss_cl: -0.2791 (-0.2781) time: 0.7457 data: 0.0002 max mem: 29860 [05:52:59.735075] Epoch: [142] [ 60/2904] eta: 0:50:37 lr: 0.002295 loss: 0.1894 (0.1990) loss_rec_all: 0.2151 (0.2247) loss_rec_sfr: 0.2696 (0.2941) loss_cl: -0.2773 (-0.2778) time: 0.7478 data: 0.0002 max mem: 29860 [05:53:14.703562] Epoch: [142] [ 80/2904] eta: 0:46:33 lr: 0.002295 loss: 0.1841 (0.1963) loss_rec_all: 0.2105 (0.2221) loss_rec_sfr: 0.2315 (0.2849) loss_cl: -0.2788 (-0.2780) time: 0.7483 data: 0.0002 max mem: 29860 [05:53:29.660312] Epoch: [142] [ 100/2904] eta: 0:43:59 lr: 0.002295 loss: 0.1843 (0.1944) loss_rec_all: 0.2109 (0.2203) loss_rec_sfr: 0.2297 (0.2772) loss_cl: -0.2813 (-0.2786) time: 0.7478 data: 0.0002 max mem: 29860 [05:53:44.631447] Epoch: [142] [ 120/2904] eta: 0:42:11 lr: 0.002295 loss: 0.1886 (0.1957) loss_rec_all: 0.2145 (0.2216) loss_rec_sfr: 0.2701 (0.2805) loss_cl: -0.2793 (-0.2786) time: 0.7485 data: 0.0002 max mem: 29860 [05:53:59.607485] Epoch: [142] [ 140/2904] eta: 0:40:50 lr: 0.002295 loss: 0.1886 (0.1965) loss_rec_all: 0.2150 (0.2224) loss_rec_sfr: 0.2703 (0.2827) loss_cl: -0.2786 (-0.2786) time: 0.7488 data: 0.0002 max mem: 29860 [05:54:14.596452] Epoch: [142] [ 160/2904] eta: 0:39:46 lr: 0.002295 loss: 0.1862 (0.1969) loss_rec_all: 0.2124 (0.2228) loss_rec_sfr: 0.2699 (0.2845) loss_cl: -0.2784 (-0.2785) time: 0.7494 data: 0.0002 max mem: 29860 [05:54:29.582783] Epoch: [142] [ 180/2904] eta: 0:38:52 lr: 0.002295 loss: 0.1891 (0.1977) loss_rec_all: 0.2153 (0.2235) loss_rec_sfr: 0.2730 (0.2865) loss_cl: -0.2784 (-0.2785) time: 0.7493 data: 0.0002 max mem: 29860 [05:54:44.733713] Epoch: [142] [ 200/2904] eta: 0:38:08 lr: 0.002295 loss: 0.1878 (0.1981) loss_rec_all: 0.2139 (0.2240) loss_rec_sfr: 0.2876 (0.2893) loss_cl: -0.2791 (-0.2785) time: 0.7575 data: 0.0002 max mem: 29860 [05:54:59.705530] Epoch: [142] [ 220/2904] eta: 0:37:28 lr: 0.002295 loss: 0.1852 (0.1980) loss_rec_all: 0.2111 (0.2239) loss_rec_sfr: 0.2819 (0.2902) loss_cl: -0.2786 (-0.2786) time: 0.7485 data: 0.0002 max mem: 29860 [05:55:14.695493] Epoch: [142] [ 240/2904] eta: 0:36:51 lr: 0.002295 loss: 0.1860 (0.1974) loss_rec_all: 0.2119 (0.2232) loss_rec_sfr: 0.2843 (0.2897) loss_cl: -0.2784 (-0.2786) time: 0.7495 data: 0.0002 max mem: 29860 [05:55:29.754971] Epoch: [142] [ 260/2904] eta: 0:36:19 lr: 0.002295 loss: 0.1892 (0.1973) loss_rec_all: 0.2154 (0.2232) loss_rec_sfr: 0.2721 (0.2892) loss_cl: -0.2791 (-0.2786) time: 0.7529 data: 0.0002 max mem: 29860 [05:55:44.714683] Epoch: [142] [ 280/2904] eta: 0:35:48 lr: 0.002295 loss: 0.1881 (0.1980) loss_rec_all: 0.2143 (0.2238) loss_rec_sfr: 0.2750 (0.2915) loss_cl: -0.2775 (-0.2785) time: 0.7479 data: 0.0002 max mem: 29860 [05:55:59.692876] Epoch: [142] [ 300/2904] eta: 0:35:20 lr: 0.002295 loss: 0.1865 (0.1978) loss_rec_all: 0.2130 (0.2236) loss_rec_sfr: 0.2644 (0.2901) loss_cl: -0.2792 (-0.2785) time: 0.7489 data: 0.0002 max mem: 29860 [05:56:14.629759] Epoch: [142] [ 320/2904] eta: 0:34:53 lr: 0.002295 loss: 0.1855 (0.1979) loss_rec_all: 0.2115 (0.2237) loss_rec_sfr: 0.2838 (0.2910) loss_cl: -0.2794 (-0.2786) time: 0.7468 data: 0.0002 max mem: 29860 [05:56:29.561761] Epoch: [142] [ 340/2904] eta: 0:34:27 lr: 0.002295 loss: 0.1828 (0.1974) loss_rec_all: 0.2092 (0.2233) loss_rec_sfr: 0.2298 (0.2893) loss_cl: -0.2787 (-0.2786) time: 0.7466 data: 0.0002 max mem: 29860 [05:56:44.469030] Epoch: [142] [ 360/2904] eta: 0:34:02 lr: 0.002295 loss: 0.1937 (0.1981) loss_rec_all: 0.2196 (0.2239) loss_rec_sfr: 0.2735 (0.2911) loss_cl: -0.2776 (-0.2785) time: 0.7453 data: 0.0002 max mem: 29860 [05:56:59.378052] Epoch: [142] [ 380/2904] eta: 0:33:39 lr: 0.002295 loss: 0.1877 (0.1977) loss_rec_all: 0.2139 (0.2235) loss_rec_sfr: 0.2752 (0.2901) loss_cl: -0.2783 (-0.2785) time: 0.7454 data: 0.0002 max mem: 29860 [05:57:14.283179] Epoch: [142] [ 400/2904] eta: 0:33:16 lr: 0.002295 loss: 0.1875 (0.1976) loss_rec_all: 0.2134 (0.2234) loss_rec_sfr: 0.2674 (0.2897) loss_cl: -0.2803 (-0.2786) time: 0.7452 data: 0.0002 max mem: 29860 [05:57:29.192131] Epoch: [142] [ 420/2904] eta: 0:32:54 lr: 0.002295 loss: 0.1859 (0.1973) loss_rec_all: 0.2120 (0.2232) loss_rec_sfr: 0.2649 (0.2891) loss_cl: -0.2798 (-0.2786) time: 0.7454 data: 0.0002 max mem: 29860 [05:57:44.094515] Epoch: [142] [ 440/2904] eta: 0:32:32 lr: 0.002295 loss: 0.1922 (0.1976) loss_rec_all: 0.2183 (0.2235) loss_rec_sfr: 0.2746 (0.2900) loss_cl: -0.2784 (-0.2786) time: 0.7451 data: 0.0002 max mem: 29860 [05:57:58.997373] Epoch: [142] [ 460/2904] eta: 0:32:11 lr: 0.002295 loss: 0.1860 (0.1974) loss_rec_all: 0.2120 (0.2232) loss_rec_sfr: 0.2736 (0.2896) loss_cl: -0.2783 (-0.2786) time: 0.7451 data: 0.0002 max mem: 29860 [05:58:13.899990] Epoch: [142] [ 480/2904] eta: 0:31:51 lr: 0.002295 loss: 0.1877 (0.1972) loss_rec_all: 0.2141 (0.2230) loss_rec_sfr: 0.2692 (0.2887) loss_cl: -0.2783 (-0.2786) time: 0.7451 data: 0.0002 max mem: 29860 [05:58:28.805597] Epoch: [142] [ 500/2904] eta: 0:31:31 lr: 0.002295 loss: 0.1844 (0.1971) loss_rec_all: 0.2108 (0.2229) loss_rec_sfr: 0.2703 (0.2881) loss_cl: -0.2804 (-0.2787) time: 0.7452 data: 0.0002 max mem: 29860 [05:58:43.713195] Epoch: [142] [ 520/2904] eta: 0:31:11 lr: 0.002295 loss: 0.1889 (0.1970) loss_rec_all: 0.2148 (0.2229) loss_rec_sfr: 0.2758 (0.2880) loss_cl: -0.2788 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [05:58:58.619233] Epoch: [142] [ 540/2904] eta: 0:30:52 lr: 0.002295 loss: 0.1882 (0.1970) loss_rec_all: 0.2145 (0.2229) loss_rec_sfr: 0.2745 (0.2883) loss_cl: -0.2785 (-0.2786) time: 0.7453 data: 0.0002 max mem: 29860 [05:59:13.521071] Epoch: [142] [ 560/2904] eta: 0:30:33 lr: 0.002295 loss: 0.1849 (0.1970) loss_rec_all: 0.2108 (0.2229) loss_rec_sfr: 0.2754 (0.2884) loss_cl: -0.2785 (-0.2786) time: 0.7451 data: 0.0002 max mem: 29860 [05:59:28.431308] Epoch: [142] [ 580/2904] eta: 0:30:15 lr: 0.002294 loss: 0.1906 (0.1974) loss_rec_all: 0.2167 (0.2233) loss_rec_sfr: 0.2900 (0.2901) loss_cl: -0.2784 (-0.2786) time: 0.7455 data: 0.0002 max mem: 29860 [05:59:43.337004] Epoch: [142] [ 600/2904] eta: 0:29:56 lr: 0.002294 loss: 0.1893 (0.1975) loss_rec_all: 0.2151 (0.2233) loss_rec_sfr: 0.2816 (0.2905) loss_cl: -0.2789 (-0.2786) time: 0.7452 data: 0.0002 max mem: 29860 [05:59:58.244102] Epoch: [142] [ 620/2904] eta: 0:29:38 lr: 0.002294 loss: 0.1918 (0.1978) loss_rec_all: 0.2176 (0.2236) loss_rec_sfr: 0.2809 (0.2916) loss_cl: -0.2787 (-0.2786) time: 0.7453 data: 0.0002 max mem: 29860 [06:00:13.154999] Epoch: [142] [ 640/2904] eta: 0:29:20 lr: 0.002294 loss: 0.1859 (0.1981) loss_rec_all: 0.2117 (0.2239) loss_rec_sfr: 0.2817 (0.2925) loss_cl: -0.2785 (-0.2786) time: 0.7455 data: 0.0002 max mem: 29860 [06:00:28.060956] Epoch: [142] [ 660/2904] eta: 0:29:03 lr: 0.002294 loss: 0.1924 (0.1981) loss_rec_all: 0.2182 (0.2239) loss_rec_sfr: 0.2758 (0.2924) loss_cl: -0.2785 (-0.2786) time: 0.7453 data: 0.0002 max mem: 29860 [06:00:42.964726] Epoch: [142] [ 680/2904] eta: 0:28:45 lr: 0.002294 loss: 0.1896 (0.1982) loss_rec_all: 0.2154 (0.2240) loss_rec_sfr: 0.2801 (0.2927) loss_cl: -0.2789 (-0.2786) time: 0.7451 data: 0.0002 max mem: 29860 [06:00:57.868226] Epoch: [142] [ 700/2904] eta: 0:28:28 lr: 0.002294 loss: 0.1906 (0.1982) loss_rec_all: 0.2164 (0.2240) loss_rec_sfr: 0.2791 (0.2929) loss_cl: -0.2797 (-0.2787) time: 0.7451 data: 0.0002 max mem: 29860 [06:01:12.773967] Epoch: [142] [ 720/2904] eta: 0:28:10 lr: 0.002294 loss: 0.1866 (0.1982) loss_rec_all: 0.2124 (0.2240) loss_rec_sfr: 0.2793 (0.2927) loss_cl: -0.2791 (-0.2787) time: 0.7452 data: 0.0002 max mem: 29860 [06:01:27.676487] Epoch: [142] [ 740/2904] eta: 0:27:53 lr: 0.002294 loss: 0.1886 (0.1981) loss_rec_all: 0.2149 (0.2239) loss_rec_sfr: 0.2402 (0.2921) loss_cl: -0.2787 (-0.2787) time: 0.7451 data: 0.0002 max mem: 29860 [06:01:42.582753] Epoch: [142] [ 760/2904] eta: 0:27:36 lr: 0.002294 loss: 0.1887 (0.1981) loss_rec_all: 0.2149 (0.2240) loss_rec_sfr: 0.2652 (0.2922) loss_cl: -0.2780 (-0.2786) time: 0.7453 data: 0.0002 max mem: 29860 [06:01:57.492292] Epoch: [142] [ 780/2904] eta: 0:27:19 lr: 0.002294 loss: 0.1882 (0.1980) loss_rec_all: 0.2139 (0.2239) loss_rec_sfr: 0.2757 (0.2921) loss_cl: -0.2787 (-0.2786) time: 0.7454 data: 0.0002 max mem: 29860 [06:02:12.395754] Epoch: [142] [ 800/2904] eta: 0:27:02 lr: 0.002294 loss: 0.1890 (0.1979) loss_rec_all: 0.2151 (0.2238) loss_rec_sfr: 0.2415 (0.2915) loss_cl: -0.2792 (-0.2787) time: 0.7451 data: 0.0002 max mem: 29860 [06:02:27.301369] Epoch: [142] [ 820/2904] eta: 0:26:45 lr: 0.002294 loss: 0.1916 (0.1980) loss_rec_all: 0.2175 (0.2239) loss_rec_sfr: 0.2760 (0.2916) loss_cl: -0.2796 (-0.2787) time: 0.7452 data: 0.0002 max mem: 29860 [06:02:42.215261] Epoch: [142] [ 840/2904] eta: 0:26:29 lr: 0.002294 loss: 0.1856 (0.1980) loss_rec_all: 0.2115 (0.2239) loss_rec_sfr: 0.2712 (0.2916) loss_cl: -0.2790 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [06:02:57.119414] Epoch: [142] [ 860/2904] eta: 0:26:12 lr: 0.002294 loss: 0.1889 (0.1979) loss_rec_all: 0.2147 (0.2238) loss_rec_sfr: 0.2696 (0.2913) loss_cl: -0.2783 (-0.2787) time: 0.7452 data: 0.0002 max mem: 29860 [06:03:12.025071] Epoch: [142] [ 880/2904] eta: 0:25:56 lr: 0.002294 loss: 0.1927 (0.1982) loss_rec_all: 0.2185 (0.2240) loss_rec_sfr: 0.2819 (0.2920) loss_cl: -0.2787 (-0.2787) time: 0.7452 data: 0.0002 max mem: 29860 [06:03:26.931531] Epoch: [142] [ 900/2904] eta: 0:25:39 lr: 0.002294 loss: 0.1872 (0.1983) loss_rec_all: 0.2131 (0.2241) loss_rec_sfr: 0.2864 (0.2925) loss_cl: -0.2791 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [06:03:41.842333] Epoch: [142] [ 920/2904] eta: 0:25:23 lr: 0.002294 loss: 0.1863 (0.1981) loss_rec_all: 0.2122 (0.2240) loss_rec_sfr: 0.2779 (0.2921) loss_cl: -0.2799 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [06:03:56.747146] Epoch: [142] [ 940/2904] eta: 0:25:07 lr: 0.002294 loss: 0.1844 (0.1980) loss_rec_all: 0.2103 (0.2238) loss_rec_sfr: 0.2787 (0.2918) loss_cl: -0.2789 (-0.2787) time: 0.7452 data: 0.0002 max mem: 29860 [06:04:11.648545] Epoch: [142] [ 960/2904] eta: 0:24:50 lr: 0.002294 loss: 0.1843 (0.1978) loss_rec_all: 0.2107 (0.2236) loss_rec_sfr: 0.2602 (0.2910) loss_cl: -0.2791 (-0.2787) time: 0.7450 data: 0.0002 max mem: 29860 [06:04:26.553008] Epoch: [142] [ 980/2904] eta: 0:24:34 lr: 0.002294 loss: 0.1948 (0.1978) loss_rec_all: 0.2208 (0.2236) loss_rec_sfr: 0.2686 (0.2909) loss_cl: -0.2785 (-0.2787) time: 0.7452 data: 0.0002 max mem: 29860 [06:04:41.458001] Epoch: [142] [1000/2904] eta: 0:24:18 lr: 0.002294 loss: 0.1898 (0.1980) loss_rec_all: 0.2157 (0.2238) loss_rec_sfr: 0.2855 (0.2915) loss_cl: -0.2785 (-0.2787) time: 0.7452 data: 0.0002 max mem: 29860 [06:04:56.365344] Epoch: [142] [1020/2904] eta: 0:24:02 lr: 0.002294 loss: 0.1868 (0.1979) loss_rec_all: 0.2132 (0.2238) loss_rec_sfr: 0.2745 (0.2914) loss_cl: -0.2779 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [06:05:11.269124] Epoch: [142] [1040/2904] eta: 0:23:46 lr: 0.002294 loss: 0.1908 (0.1980) loss_rec_all: 0.2171 (0.2238) loss_rec_sfr: 0.2754 (0.2915) loss_cl: -0.2788 (-0.2787) time: 0.7451 data: 0.0002 max mem: 29860 [06:05:26.175815] Epoch: [142] [1060/2904] eta: 0:23:30 lr: 0.002294 loss: 0.1880 (0.1979) loss_rec_all: 0.2138 (0.2237) loss_rec_sfr: 0.2803 (0.2914) loss_cl: -0.2789 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [06:05:41.079157] Epoch: [142] [1080/2904] eta: 0:23:14 lr: 0.002294 loss: 0.1895 (0.1979) loss_rec_all: 0.2153 (0.2237) loss_rec_sfr: 0.2673 (0.2913) loss_cl: -0.2797 (-0.2787) time: 0.7451 data: 0.0002 max mem: 29860 [06:05:55.979783] Epoch: [142] [1100/2904] eta: 0:22:58 lr: 0.002294 loss: 0.1924 (0.1980) loss_rec_all: 0.2182 (0.2238) loss_rec_sfr: 0.2979 (0.2920) loss_cl: -0.2785 (-0.2787) time: 0.7450 data: 0.0002 max mem: 29860 [06:06:10.884835] Epoch: [142] [1120/2904] eta: 0:22:42 lr: 0.002294 loss: 0.1844 (0.1979) loss_rec_all: 0.2101 (0.2238) loss_rec_sfr: 0.2465 (0.2916) loss_cl: -0.2780 (-0.2787) time: 0.7452 data: 0.0002 max mem: 29860 [06:06:25.790862] Epoch: [142] [1140/2904] eta: 0:22:26 lr: 0.002294 loss: 0.1878 (0.1979) loss_rec_all: 0.2137 (0.2238) loss_rec_sfr: 0.2908 (0.2918) loss_cl: -0.2794 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [06:06:40.695485] Epoch: [142] [1160/2904] eta: 0:22:11 lr: 0.002294 loss: 0.1919 (0.1981) loss_rec_all: 0.2184 (0.2239) loss_rec_sfr: 0.2810 (0.2922) loss_cl: -0.2794 (-0.2787) time: 0.7452 data: 0.0002 max mem: 29860 [06:06:55.604494] Epoch: [142] [1180/2904] eta: 0:21:55 lr: 0.002294 loss: 0.1846 (0.1980) loss_rec_all: 0.2107 (0.2238) loss_rec_sfr: 0.2344 (0.2917) loss_cl: -0.2794 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [06:07:10.530620] Epoch: [142] [1200/2904] eta: 0:21:39 lr: 0.002294 loss: 0.1868 (0.1979) loss_rec_all: 0.2126 (0.2237) loss_rec_sfr: 0.2699 (0.2914) loss_cl: -0.2785 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [06:07:25.442960] Epoch: [142] [1220/2904] eta: 0:21:23 lr: 0.002294 loss: 0.1907 (0.1978) loss_rec_all: 0.2166 (0.2237) loss_rec_sfr: 0.2681 (0.2911) loss_cl: -0.2800 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [06:07:40.351235] Epoch: [142] [1240/2904] eta: 0:21:08 lr: 0.002294 loss: 0.1909 (0.1978) loss_rec_all: 0.2166 (0.2236) loss_rec_sfr: 0.2804 (0.2911) loss_cl: -0.2783 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [06:07:55.263616] Epoch: [142] [1260/2904] eta: 0:20:52 lr: 0.002294 loss: 0.1895 (0.1978) loss_rec_all: 0.2157 (0.2236) loss_rec_sfr: 0.2671 (0.2910) loss_cl: -0.2788 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [06:08:10.172461] Epoch: [142] [1280/2904] eta: 0:20:36 lr: 0.002294 loss: 0.1899 (0.1979) loss_rec_all: 0.2157 (0.2237) loss_rec_sfr: 0.2902 (0.2914) loss_cl: -0.2786 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [06:08:25.078631] Epoch: [142] [1300/2904] eta: 0:20:21 lr: 0.002294 loss: 0.1927 (0.1978) loss_rec_all: 0.2189 (0.2237) loss_rec_sfr: 0.2706 (0.2913) loss_cl: -0.2787 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [06:08:39.988006] Epoch: [142] [1320/2904] eta: 0:20:05 lr: 0.002294 loss: 0.1845 (0.1978) loss_rec_all: 0.2104 (0.2236) loss_rec_sfr: 0.2815 (0.2914) loss_cl: -0.2790 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [06:08:54.901952] Epoch: [142] [1340/2904] eta: 0:19:49 lr: 0.002294 loss: 0.1918 (0.1978) loss_rec_all: 0.2183 (0.2237) loss_rec_sfr: 0.2666 (0.2913) loss_cl: -0.2790 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [06:09:09.816784] Epoch: [142] [1360/2904] eta: 0:19:34 lr: 0.002294 loss: 0.1877 (0.1979) loss_rec_all: 0.2134 (0.2237) loss_rec_sfr: 0.2753 (0.2913) loss_cl: -0.2785 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [06:09:24.730272] Epoch: [142] [1380/2904] eta: 0:19:18 lr: 0.002294 loss: 0.1921 (0.1979) loss_rec_all: 0.2178 (0.2238) loss_rec_sfr: 0.2914 (0.2917) loss_cl: -0.2788 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [06:09:39.639068] Epoch: [142] [1400/2904] eta: 0:19:03 lr: 0.002294 loss: 0.1861 (0.1978) loss_rec_all: 0.2120 (0.2236) loss_rec_sfr: 0.2595 (0.2911) loss_cl: -0.2796 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [06:09:54.551033] Epoch: [142] [1420/2904] eta: 0:18:47 lr: 0.002294 loss: 0.1900 (0.1979) loss_rec_all: 0.2158 (0.2237) loss_rec_sfr: 0.2787 (0.2914) loss_cl: -0.2789 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [06:10:09.464299] Epoch: [142] [1440/2904] eta: 0:18:32 lr: 0.002294 loss: 0.1857 (0.1979) loss_rec_all: 0.2122 (0.2238) loss_rec_sfr: 0.2426 (0.2914) loss_cl: -0.2788 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [06:10:24.375105] Epoch: [142] [1460/2904] eta: 0:18:16 lr: 0.002294 loss: 0.1895 (0.1980) loss_rec_all: 0.2154 (0.2239) loss_rec_sfr: 0.2855 (0.2918) loss_cl: -0.2792 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [06:10:39.285732] Epoch: [142] [1480/2904] eta: 0:18:01 lr: 0.002294 loss: 0.1889 (0.1980) loss_rec_all: 0.2148 (0.2239) loss_rec_sfr: 0.2838 (0.2919) loss_cl: -0.2796 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [06:10:54.193086] Epoch: [142] [1500/2904] eta: 0:17:45 lr: 0.002294 loss: 0.1875 (0.1980) loss_rec_all: 0.2138 (0.2239) loss_rec_sfr: 0.2673 (0.2919) loss_cl: -0.2782 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [06:11:09.100859] Epoch: [142] [1520/2904] eta: 0:17:30 lr: 0.002294 loss: 0.1870 (0.1981) loss_rec_all: 0.2128 (0.2239) loss_rec_sfr: 0.2866 (0.2921) loss_cl: -0.2784 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [06:11:24.007807] Epoch: [142] [1540/2904] eta: 0:17:15 lr: 0.002294 loss: 0.1894 (0.1980) loss_rec_all: 0.2153 (0.2239) loss_rec_sfr: 0.2751 (0.2919) loss_cl: -0.2792 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [06:11:38.916283] Epoch: [142] [1560/2904] eta: 0:16:59 lr: 0.002294 loss: 0.1911 (0.1980) loss_rec_all: 0.2169 (0.2239) loss_rec_sfr: 0.2789 (0.2920) loss_cl: -0.2791 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [06:11:53.823615] Epoch: [142] [1580/2904] eta: 0:16:44 lr: 0.002294 loss: 0.1881 (0.1980) loss_rec_all: 0.2144 (0.2238) loss_rec_sfr: 0.2429 (0.2916) loss_cl: -0.2791 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [06:12:08.736830] Epoch: [142] [1600/2904] eta: 0:16:28 lr: 0.002294 loss: 0.1924 (0.1980) loss_rec_all: 0.2183 (0.2238) loss_rec_sfr: 0.2910 (0.2920) loss_cl: -0.2793 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [06:12:23.651574] Epoch: [142] [1620/2904] eta: 0:16:13 lr: 0.002294 loss: 0.1913 (0.1981) loss_rec_all: 0.2170 (0.2240) loss_rec_sfr: 0.2861 (0.2924) loss_cl: -0.2790 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [06:12:38.561633] Epoch: [142] [1640/2904] eta: 0:15:58 lr: 0.002294 loss: 0.1879 (0.1981) loss_rec_all: 0.2141 (0.2239) loss_rec_sfr: 0.2493 (0.2923) loss_cl: -0.2779 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [06:12:53.473051] Epoch: [142] [1660/2904] eta: 0:15:42 lr: 0.002294 loss: 0.1849 (0.1981) loss_rec_all: 0.2110 (0.2239) loss_rec_sfr: 0.2700 (0.2922) loss_cl: -0.2789 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [06:13:08.377244] Epoch: [142] [1680/2904] eta: 0:15:27 lr: 0.002294 loss: 0.1909 (0.1981) loss_rec_all: 0.2169 (0.2240) loss_rec_sfr: 0.2891 (0.2925) loss_cl: -0.2796 (-0.2787) time: 0.7452 data: 0.0002 max mem: 29860 [06:13:23.287653] Epoch: [142] [1700/2904] eta: 0:15:12 lr: 0.002294 loss: 0.1855 (0.1982) loss_rec_all: 0.2117 (0.2240) loss_rec_sfr: 0.2391 (0.2926) loss_cl: -0.2782 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [06:13:38.196116] Epoch: [142] [1720/2904] eta: 0:14:56 lr: 0.002294 loss: 0.1914 (0.1983) loss_rec_all: 0.2173 (0.2242) loss_rec_sfr: 0.2941 (0.2931) loss_cl: -0.2784 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [06:13:53.102866] Epoch: [142] [1740/2904] eta: 0:14:41 lr: 0.002294 loss: 0.1859 (0.1983) loss_rec_all: 0.2118 (0.2241) loss_rec_sfr: 0.2743 (0.2929) loss_cl: -0.2799 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [06:14:08.012403] Epoch: [142] [1760/2904] eta: 0:14:26 lr: 0.002294 loss: 0.1875 (0.1983) loss_rec_all: 0.2138 (0.2241) loss_rec_sfr: 0.2764 (0.2930) loss_cl: -0.2789 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [06:14:22.926099] Epoch: [142] [1780/2904] eta: 0:14:10 lr: 0.002294 loss: 0.1932 (0.1984) loss_rec_all: 0.2191 (0.2243) loss_rec_sfr: 0.2718 (0.2933) loss_cl: -0.2793 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [06:14:37.972389] Epoch: [142] [1800/2904] eta: 0:13:55 lr: 0.002294 loss: 0.1836 (0.1984) loss_rec_all: 0.2099 (0.2242) loss_rec_sfr: 0.2294 (0.2929) loss_cl: -0.2788 (-0.2787) time: 0.7523 data: 0.0002 max mem: 29860 [06:14:52.881543] Epoch: [142] [1820/2904] eta: 0:13:40 lr: 0.002294 loss: 0.1893 (0.1984) loss_rec_all: 0.2152 (0.2242) loss_rec_sfr: 0.2759 (0.2930) loss_cl: -0.2789 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [06:15:07.791167] Epoch: [142] [1840/2904] eta: 0:13:25 lr: 0.002294 loss: 0.1864 (0.1983) loss_rec_all: 0.2130 (0.2241) loss_rec_sfr: 0.2503 (0.2925) loss_cl: -0.2791 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [06:15:22.694708] Epoch: [142] [1860/2904] eta: 0:13:09 lr: 0.002294 loss: 0.1874 (0.1982) loss_rec_all: 0.2134 (0.2240) loss_rec_sfr: 0.2459 (0.2921) loss_cl: -0.2794 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [06:15:37.594464] Epoch: [142] [1880/2904] eta: 0:12:54 lr: 0.002294 loss: 0.1873 (0.1982) loss_rec_all: 0.2136 (0.2240) loss_rec_sfr: 0.2788 (0.2922) loss_cl: -0.2796 (-0.2788) time: 0.7449 data: 0.0002 max mem: 29860 [06:15:52.502160] Epoch: [142] [1900/2904] eta: 0:12:39 lr: 0.002294 loss: 0.1926 (0.1982) loss_rec_all: 0.2184 (0.2240) loss_rec_sfr: 0.2735 (0.2922) loss_cl: -0.2781 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [06:16:07.409028] Epoch: [142] [1920/2904] eta: 0:12:24 lr: 0.002294 loss: 0.1939 (0.1983) loss_rec_all: 0.2198 (0.2241) loss_rec_sfr: 0.2839 (0.2923) loss_cl: -0.2789 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [06:16:22.317228] Epoch: [142] [1940/2904] eta: 0:12:08 lr: 0.002294 loss: 0.1911 (0.1984) loss_rec_all: 0.2170 (0.2242) loss_rec_sfr: 0.2865 (0.2927) loss_cl: -0.2784 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [06:16:37.225798] Epoch: [142] [1960/2904] eta: 0:11:53 lr: 0.002294 loss: 0.1872 (0.1984) loss_rec_all: 0.2133 (0.2242) loss_rec_sfr: 0.2731 (0.2928) loss_cl: -0.2789 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [06:16:52.140599] Epoch: [142] [1980/2904] eta: 0:11:38 lr: 0.002294 loss: 0.1901 (0.1984) loss_rec_all: 0.2164 (0.2242) loss_rec_sfr: 0.2621 (0.2927) loss_cl: -0.2795 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [06:17:07.055775] Epoch: [142] [2000/2904] eta: 0:11:23 lr: 0.002294 loss: 0.1879 (0.1984) loss_rec_all: 0.2138 (0.2242) loss_rec_sfr: 0.2792 (0.2929) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [06:17:21.963991] Epoch: [142] [2020/2904] eta: 0:11:08 lr: 0.002293 loss: 0.1879 (0.1984) loss_rec_all: 0.2138 (0.2242) loss_rec_sfr: 0.2815 (0.2929) loss_cl: -0.2788 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [06:17:36.875948] Epoch: [142] [2040/2904] eta: 0:10:52 lr: 0.002293 loss: 0.1838 (0.1984) loss_rec_all: 0.2105 (0.2242) loss_rec_sfr: 0.2808 (0.2930) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [06:17:51.788909] Epoch: [142] [2060/2904] eta: 0:10:37 lr: 0.002293 loss: 0.1901 (0.1984) loss_rec_all: 0.2160 (0.2242) loss_rec_sfr: 0.2873 (0.2932) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [06:18:06.699332] Epoch: [142] [2080/2904] eta: 0:10:22 lr: 0.002293 loss: 0.1900 (0.1984) loss_rec_all: 0.2162 (0.2242) loss_rec_sfr: 0.2772 (0.2933) loss_cl: -0.2785 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [06:18:21.609491] Epoch: [142] [2100/2904] eta: 0:10:07 lr: 0.002293 loss: 0.1860 (0.1984) loss_rec_all: 0.2121 (0.2242) loss_rec_sfr: 0.2497 (0.2932) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [06:18:36.519321] Epoch: [142] [2120/2904] eta: 0:09:52 lr: 0.002293 loss: 0.1885 (0.1983) loss_rec_all: 0.2147 (0.2241) loss_rec_sfr: 0.2650 (0.2930) loss_cl: -0.2785 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [06:18:51.427984] Epoch: [142] [2140/2904] eta: 0:09:36 lr: 0.002293 loss: 0.1878 (0.1984) loss_rec_all: 0.2140 (0.2242) loss_rec_sfr: 0.2821 (0.2932) loss_cl: -0.2792 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [06:19:06.340932] Epoch: [142] [2160/2904] eta: 0:09:21 lr: 0.002293 loss: 0.1881 (0.1984) loss_rec_all: 0.2146 (0.2242) loss_rec_sfr: 0.2831 (0.2933) loss_cl: -0.2794 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [06:19:21.253081] Epoch: [142] [2180/2904] eta: 0:09:06 lr: 0.002293 loss: 0.1904 (0.1985) loss_rec_all: 0.2164 (0.2243) loss_rec_sfr: 0.2859 (0.2936) loss_cl: -0.2794 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [06:19:36.167218] Epoch: [142] [2200/2904] eta: 0:08:51 lr: 0.002293 loss: 0.1927 (0.1986) loss_rec_all: 0.2191 (0.2244) loss_rec_sfr: 0.2926 (0.2939) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [06:19:51.075218] Epoch: [142] [2220/2904] eta: 0:08:36 lr: 0.002293 loss: 0.1914 (0.1986) loss_rec_all: 0.2171 (0.2244) loss_rec_sfr: 0.2799 (0.2940) loss_cl: -0.2781 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [06:20:05.985824] Epoch: [142] [2240/2904] eta: 0:08:21 lr: 0.002293 loss: 0.1853 (0.1986) loss_rec_all: 0.2112 (0.2244) loss_rec_sfr: 0.2826 (0.2941) loss_cl: -0.2784 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [06:20:20.883776] Epoch: [142] [2260/2904] eta: 0:08:05 lr: 0.002293 loss: 0.1916 (0.1985) loss_rec_all: 0.2176 (0.2244) loss_rec_sfr: 0.2793 (0.2940) loss_cl: -0.2785 (-0.2788) time: 0.7449 data: 0.0002 max mem: 29860 [06:20:35.797754] Epoch: [142] [2280/2904] eta: 0:07:50 lr: 0.002293 loss: 0.1881 (0.1985) loss_rec_all: 0.2139 (0.2243) loss_rec_sfr: 0.2472 (0.2939) loss_cl: -0.2783 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [06:20:50.862404] Epoch: [142] [2300/2904] eta: 0:07:35 lr: 0.002293 loss: 0.1882 (0.1985) loss_rec_all: 0.2141 (0.2243) loss_rec_sfr: 0.2683 (0.2939) loss_cl: -0.2788 (-0.2788) time: 0.7532 data: 0.0002 max mem: 29860 [06:21:05.776794] Epoch: [142] [2320/2904] eta: 0:07:20 lr: 0.002293 loss: 0.1896 (0.1985) loss_rec_all: 0.2159 (0.2243) loss_rec_sfr: 0.2743 (0.2939) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [06:21:20.687732] Epoch: [142] [2340/2904] eta: 0:07:05 lr: 0.002293 loss: 0.1907 (0.1986) loss_rec_all: 0.2164 (0.2244) loss_rec_sfr: 0.2792 (0.2941) loss_cl: -0.2794 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [06:21:35.597676] Epoch: [142] [2360/2904] eta: 0:06:50 lr: 0.002293 loss: 0.1891 (0.1986) loss_rec_all: 0.2151 (0.2244) loss_rec_sfr: 0.2658 (0.2940) loss_cl: -0.2783 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [06:21:50.509261] Epoch: [142] [2380/2904] eta: 0:06:35 lr: 0.002293 loss: 0.1862 (0.1986) loss_rec_all: 0.2121 (0.2244) loss_rec_sfr: 0.2762 (0.2942) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [06:22:05.422146] Epoch: [142] [2400/2904] eta: 0:06:20 lr: 0.002293 loss: 0.1890 (0.1987) loss_rec_all: 0.2154 (0.2245) loss_rec_sfr: 0.2743 (0.2944) loss_cl: -0.2795 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [06:22:20.337086] Epoch: [142] [2420/2904] eta: 0:06:04 lr: 0.002293 loss: 0.1884 (0.1986) loss_rec_all: 0.2139 (0.2244) loss_rec_sfr: 0.2690 (0.2942) loss_cl: -0.2783 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [06:22:35.250024] Epoch: [142] [2440/2904] eta: 0:05:49 lr: 0.002293 loss: 0.1859 (0.1987) loss_rec_all: 0.2120 (0.2245) loss_rec_sfr: 0.2781 (0.2944) loss_cl: -0.2780 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [06:22:50.166474] Epoch: [142] [2460/2904] eta: 0:05:34 lr: 0.002293 loss: 0.1871 (0.1987) loss_rec_all: 0.2131 (0.2245) loss_rec_sfr: 0.2835 (0.2945) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [06:23:05.078809] Epoch: [142] [2480/2904] eta: 0:05:19 lr: 0.002293 loss: 0.1901 (0.1987) loss_rec_all: 0.2160 (0.2245) loss_rec_sfr: 0.2698 (0.2944) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [06:23:19.996250] Epoch: [142] [2500/2904] eta: 0:05:04 lr: 0.002293 loss: 0.1930 (0.1987) loss_rec_all: 0.2191 (0.2245) loss_rec_sfr: 0.2791 (0.2943) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [06:23:34.901018] Epoch: [142] [2520/2904] eta: 0:04:49 lr: 0.002293 loss: 0.1904 (0.1986) loss_rec_all: 0.2170 (0.2244) loss_rec_sfr: 0.2674 (0.2941) loss_cl: -0.2789 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [06:23:49.816251] Epoch: [142] [2540/2904] eta: 0:04:34 lr: 0.002293 loss: 0.1895 (0.1986) loss_rec_all: 0.2156 (0.2244) loss_rec_sfr: 0.2692 (0.2940) loss_cl: -0.2782 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [06:24:04.733038] Epoch: [142] [2560/2904] eta: 0:04:19 lr: 0.002293 loss: 0.1888 (0.1986) loss_rec_all: 0.2145 (0.2244) loss_rec_sfr: 0.2680 (0.2940) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [06:24:19.650024] Epoch: [142] [2580/2904] eta: 0:04:04 lr: 0.002293 loss: 0.1864 (0.1986) loss_rec_all: 0.2126 (0.2244) loss_rec_sfr: 0.2842 (0.2940) loss_cl: -0.2798 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [06:24:34.563348] Epoch: [142] [2600/2904] eta: 0:03:49 lr: 0.002293 loss: 0.1850 (0.1985) loss_rec_all: 0.2111 (0.2244) loss_rec_sfr: 0.2685 (0.2938) loss_cl: -0.2798 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [06:24:49.477096] Epoch: [142] [2620/2904] eta: 0:03:33 lr: 0.002293 loss: 0.1872 (0.1985) loss_rec_all: 0.2135 (0.2243) loss_rec_sfr: 0.2577 (0.2936) loss_cl: -0.2778 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [06:25:04.396978] Epoch: [142] [2640/2904] eta: 0:03:18 lr: 0.002293 loss: 0.1932 (0.1985) loss_rec_all: 0.2193 (0.2244) loss_rec_sfr: 0.2990 (0.2938) loss_cl: -0.2781 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [06:25:19.313782] Epoch: [142] [2660/2904] eta: 0:03:03 lr: 0.002293 loss: 0.1898 (0.1986) loss_rec_all: 0.2157 (0.2244) loss_rec_sfr: 0.2620 (0.2939) loss_cl: -0.2794 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [06:25:34.228470] Epoch: [142] [2680/2904] eta: 0:02:48 lr: 0.002293 loss: 0.1896 (0.1987) loss_rec_all: 0.2156 (0.2245) loss_rec_sfr: 0.2802 (0.2942) loss_cl: -0.2794 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [06:25:49.136721] Epoch: [142] [2700/2904] eta: 0:02:33 lr: 0.002293 loss: 0.1870 (0.1987) loss_rec_all: 0.2129 (0.2245) loss_rec_sfr: 0.2823 (0.2944) loss_cl: -0.2783 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [06:26:04.051291] Epoch: [142] [2720/2904] eta: 0:02:18 lr: 0.002293 loss: 0.1870 (0.1986) loss_rec_all: 0.2127 (0.2245) loss_rec_sfr: 0.2655 (0.2942) loss_cl: -0.2783 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [06:26:18.963423] Epoch: [142] [2740/2904] eta: 0:02:03 lr: 0.002293 loss: 0.1925 (0.1987) loss_rec_all: 0.2183 (0.2245) loss_rec_sfr: 0.2944 (0.2944) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [06:26:33.875427] Epoch: [142] [2760/2904] eta: 0:01:48 lr: 0.002293 loss: 0.1868 (0.1987) loss_rec_all: 0.2131 (0.2245) loss_rec_sfr: 0.2798 (0.2944) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [06:26:48.788541] Epoch: [142] [2780/2904] eta: 0:01:33 lr: 0.002293 loss: 0.1889 (0.1987) loss_rec_all: 0.2146 (0.2245) loss_rec_sfr: 0.2750 (0.2943) loss_cl: -0.2783 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [06:27:03.699867] Epoch: [142] [2800/2904] eta: 0:01:18 lr: 0.002293 loss: 0.1870 (0.1987) loss_rec_all: 0.2130 (0.2245) loss_rec_sfr: 0.2665 (0.2943) loss_cl: -0.2786 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [06:27:18.606111] Epoch: [142] [2820/2904] eta: 0:01:03 lr: 0.002293 loss: 0.1877 (0.1986) loss_rec_all: 0.2139 (0.2244) loss_rec_sfr: 0.2760 (0.2941) loss_cl: -0.2795 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [06:27:33.546738] Epoch: [142] [2840/2904] eta: 0:00:48 lr: 0.002293 loss: 0.1937 (0.1986) loss_rec_all: 0.2199 (0.2245) loss_rec_sfr: 0.2657 (0.2942) loss_cl: -0.2789 (-0.2788) time: 0.7470 data: 0.0023 max mem: 29860 [06:27:48.440297] Epoch: [142] [2860/2904] eta: 0:00:33 lr: 0.002293 loss: 0.1908 (0.1987) loss_rec_all: 0.2166 (0.2245) loss_rec_sfr: 0.2662 (0.2942) loss_cl: -0.2786 (-0.2788) time: 0.7446 data: 0.0001 max mem: 29860 [06:28:03.336081] Epoch: [142] [2880/2904] eta: 0:00:18 lr: 0.002293 loss: 0.1896 (0.1986) loss_rec_all: 0.2154 (0.2244) loss_rec_sfr: 0.2722 (0.2941) loss_cl: -0.2787 (-0.2788) time: 0.7447 data: 0.0001 max mem: 29860 [06:28:18.234523] Epoch: [142] [2900/2904] eta: 0:00:03 lr: 0.002293 loss: 0.1868 (0.1985) loss_rec_all: 0.2130 (0.2244) loss_rec_sfr: 0.2731 (0.2938) loss_cl: -0.2788 (-0.2788) time: 0.7449 data: 0.0001 max mem: 29860 [06:28:20.477114] Epoch: [142] [2903/2904] eta: 0:00:00 lr: 0.002293 loss: 0.1879 (0.1985) loss_rec_all: 0.2141 (0.2244) loss_rec_sfr: 0.2812 (0.2939) loss_cl: -0.2788 (-0.2788) time: 0.7450 data: 0.0001 max mem: 29860 [06:28:22.607798] Epoch: [142] Total time: 0:36:28 (0.7535 s / it) [06:28:22.612567] Averaged stats: lr: 0.002293 loss: 0.1879 (0.2006) loss_rec_all: 0.2141 (0.2241) loss_rec_sfr: 0.2812 (0.2935) loss_cl: -0.2788 (-0.2555) [06:28:22.618615] log_dir: ./checkpoint/VF2_ViT-B [06:28:40.225550] Epoch: [143] [ 0/2904] eta: 14:12:07 lr: 0.002293 loss: 0.1797 (0.1797) loss_rec_all: 0.2062 (0.2062) loss_rec_sfr: 0.2082 (0.2082) loss_cl: -0.2800 (-0.2800) time: 17.6061 data: 12.1209 max mem: 29860 [06:28:56.273739] Epoch: [143] [ 20/2904] eta: 1:17:01 lr: 0.002293 loss: 0.1894 (0.2005) loss_rec_all: 0.2153 (0.2264) loss_rec_sfr: 0.2763 (0.2945) loss_cl: -0.2796 (-0.2794) time: 0.8024 data: 0.0191 max mem: 29860 [06:29:11.144272] Epoch: [143] [ 40/2904] eta: 0:56:29 lr: 0.002293 loss: 0.1869 (0.2025) loss_rec_all: 0.2128 (0.2283) loss_rec_sfr: 0.2867 (0.3063) loss_cl: -0.2786 (-0.2790) time: 0.7435 data: 0.0002 max mem: 29860 [06:29:26.020453] Epoch: [143] [ 60/2904] eta: 0:49:15 lr: 0.002293 loss: 0.1979 (0.2051) loss_rec_all: 0.2234 (0.2308) loss_rec_sfr: 0.2756 (0.3139) loss_cl: -0.2786 (-0.2788) time: 0.7438 data: 0.0002 max mem: 29860 [06:29:40.908265] Epoch: [143] [ 80/2904] eta: 0:45:29 lr: 0.002293 loss: 0.1932 (0.2053) loss_rec_all: 0.2188 (0.2309) loss_rec_sfr: 0.2790 (0.3153) loss_cl: -0.2784 (-0.2787) time: 0.7443 data: 0.0002 max mem: 29860 [06:29:55.812872] Epoch: [143] [ 100/2904] eta: 0:43:07 lr: 0.002293 loss: 0.1919 (0.2032) loss_rec_all: 0.2179 (0.2289) loss_rec_sfr: 0.2690 (0.3089) loss_cl: -0.2782 (-0.2786) time: 0.7452 data: 0.0002 max mem: 29860 [06:30:10.723168] Epoch: [143] [ 120/2904] eta: 0:41:27 lr: 0.002293 loss: 0.1897 (0.2029) loss_rec_all: 0.2156 (0.2286) loss_rec_sfr: 0.2708 (0.3069) loss_cl: -0.2790 (-0.2786) time: 0.7455 data: 0.0002 max mem: 29860 [06:30:25.652949] Epoch: [143] [ 140/2904] eta: 0:40:11 lr: 0.002293 loss: 0.1876 (0.2030) loss_rec_all: 0.2137 (0.2287) loss_rec_sfr: 0.2779 (0.3075) loss_cl: -0.2788 (-0.2786) time: 0.7464 data: 0.0002 max mem: 29860 [06:30:40.584752] Epoch: [143] [ 160/2904] eta: 0:39:11 lr: 0.002293 loss: 0.1856 (0.2022) loss_rec_all: 0.2115 (0.2279) loss_rec_sfr: 0.2729 (0.3051) loss_cl: -0.2796 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [06:30:55.494862] Epoch: [143] [ 180/2904] eta: 0:38:20 lr: 0.002293 loss: 0.1856 (0.2015) loss_rec_all: 0.2118 (0.2272) loss_rec_sfr: 0.2751 (0.3036) loss_cl: -0.2784 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [06:31:10.411317] Epoch: [143] [ 200/2904] eta: 0:37:37 lr: 0.002293 loss: 0.1842 (0.2009) loss_rec_all: 0.2100 (0.2267) loss_rec_sfr: 0.2711 (0.3020) loss_cl: -0.2776 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [06:31:25.328710] Epoch: [143] [ 220/2904] eta: 0:36:58 lr: 0.002293 loss: 0.1845 (0.1996) loss_rec_all: 0.2108 (0.2254) loss_rec_sfr: 0.2391 (0.2964) loss_cl: -0.2792 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [06:31:40.240108] Epoch: [143] [ 240/2904] eta: 0:36:24 lr: 0.002293 loss: 0.1879 (0.1995) loss_rec_all: 0.2140 (0.2253) loss_rec_sfr: 0.2729 (0.2967) loss_cl: -0.2792 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [06:31:55.154077] Epoch: [143] [ 260/2904] eta: 0:35:52 lr: 0.002293 loss: 0.1888 (0.1997) loss_rec_all: 0.2147 (0.2255) loss_rec_sfr: 0.2723 (0.2967) loss_cl: -0.2796 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [06:32:10.076342] Epoch: [143] [ 280/2904] eta: 0:35:23 lr: 0.002293 loss: 0.1907 (0.2001) loss_rec_all: 0.2169 (0.2259) loss_rec_sfr: 0.2760 (0.2976) loss_cl: -0.2793 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [06:32:24.981932] Epoch: [143] [ 300/2904] eta: 0:34:56 lr: 0.002293 loss: 0.1857 (0.1995) loss_rec_all: 0.2120 (0.2253) loss_rec_sfr: 0.2617 (0.2957) loss_cl: -0.2786 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [06:32:39.892151] Epoch: [143] [ 320/2904] eta: 0:34:30 lr: 0.002293 loss: 0.1885 (0.1994) loss_rec_all: 0.2145 (0.2253) loss_rec_sfr: 0.2634 (0.2952) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [06:32:54.800463] Epoch: [143] [ 340/2904] eta: 0:34:06 lr: 0.002293 loss: 0.1875 (0.1990) loss_rec_all: 0.2134 (0.2248) loss_rec_sfr: 0.2684 (0.2940) loss_cl: -0.2791 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [06:33:09.711601] Epoch: [143] [ 360/2904] eta: 0:33:43 lr: 0.002293 loss: 0.1881 (0.1989) loss_rec_all: 0.2142 (0.2247) loss_rec_sfr: 0.2373 (0.2926) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [06:33:24.619414] Epoch: [143] [ 380/2904] eta: 0:33:20 lr: 0.002293 loss: 0.1925 (0.1991) loss_rec_all: 0.2184 (0.2249) loss_rec_sfr: 0.2817 (0.2932) loss_cl: -0.2790 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [06:33:39.527500] Epoch: [143] [ 400/2904] eta: 0:32:58 lr: 0.002293 loss: 0.1936 (0.1996) loss_rec_all: 0.2196 (0.2254) loss_rec_sfr: 0.2744 (0.2947) loss_cl: -0.2788 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [06:33:54.431145] Epoch: [143] [ 420/2904] eta: 0:32:37 lr: 0.002293 loss: 0.1878 (0.1996) loss_rec_all: 0.2140 (0.2254) loss_rec_sfr: 0.2796 (0.2953) loss_cl: -0.2791 (-0.2787) time: 0.7451 data: 0.0002 max mem: 29860 [06:34:09.339014] Epoch: [143] [ 440/2904] eta: 0:32:17 lr: 0.002293 loss: 0.1894 (0.1995) loss_rec_all: 0.2153 (0.2253) loss_rec_sfr: 0.2716 (0.2951) loss_cl: -0.2791 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [06:34:24.246627] Epoch: [143] [ 460/2904] eta: 0:31:57 lr: 0.002293 loss: 0.1897 (0.1999) loss_rec_all: 0.2157 (0.2257) loss_rec_sfr: 0.2870 (0.2964) loss_cl: -0.2792 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [06:34:39.157759] Epoch: [143] [ 480/2904] eta: 0:31:37 lr: 0.002293 loss: 0.1873 (0.1996) loss_rec_all: 0.2132 (0.2254) loss_rec_sfr: 0.2683 (0.2955) loss_cl: -0.2791 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [06:34:54.064288] Epoch: [143] [ 500/2904] eta: 0:31:18 lr: 0.002293 loss: 0.1898 (0.2000) loss_rec_all: 0.2158 (0.2258) loss_rec_sfr: 0.2835 (0.2969) loss_cl: -0.2784 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [06:35:08.974438] Epoch: [143] [ 520/2904] eta: 0:30:59 lr: 0.002292 loss: 0.1909 (0.1999) loss_rec_all: 0.2167 (0.2257) loss_rec_sfr: 0.2790 (0.2970) loss_cl: -0.2776 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [06:35:23.887371] Epoch: [143] [ 540/2904] eta: 0:30:40 lr: 0.002292 loss: 0.1931 (0.2002) loss_rec_all: 0.2192 (0.2260) loss_rec_sfr: 0.2779 (0.2978) loss_cl: -0.2792 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [06:35:38.796361] Epoch: [143] [ 560/2904] eta: 0:30:22 lr: 0.002292 loss: 0.1869 (0.2001) loss_rec_all: 0.2133 (0.2259) loss_rec_sfr: 0.2429 (0.2970) loss_cl: -0.2803 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [06:35:53.701754] Epoch: [143] [ 580/2904] eta: 0:30:04 lr: 0.002292 loss: 0.1890 (0.2001) loss_rec_all: 0.2152 (0.2258) loss_rec_sfr: 0.2853 (0.2973) loss_cl: -0.2790 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [06:36:08.609582] Epoch: [143] [ 600/2904] eta: 0:29:46 lr: 0.002292 loss: 0.1880 (0.1999) loss_rec_all: 0.2143 (0.2257) loss_rec_sfr: 0.2762 (0.2971) loss_cl: -0.2789 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [06:36:23.517437] Epoch: [143] [ 620/2904] eta: 0:29:28 lr: 0.002292 loss: 0.1891 (0.2000) loss_rec_all: 0.2149 (0.2258) loss_rec_sfr: 0.2770 (0.2974) loss_cl: -0.2785 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [06:36:38.428147] Epoch: [143] [ 640/2904] eta: 0:29:11 lr: 0.002292 loss: 0.1907 (0.2000) loss_rec_all: 0.2164 (0.2258) loss_rec_sfr: 0.2718 (0.2973) loss_cl: -0.2783 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [06:36:53.339048] Epoch: [143] [ 660/2904] eta: 0:28:53 lr: 0.002292 loss: 0.1922 (0.2000) loss_rec_all: 0.2179 (0.2258) loss_rec_sfr: 0.2911 (0.2977) loss_cl: -0.2792 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [06:37:08.247953] Epoch: [143] [ 680/2904] eta: 0:28:36 lr: 0.002292 loss: 0.1898 (0.2001) loss_rec_all: 0.2161 (0.2259) loss_rec_sfr: 0.2577 (0.2978) loss_cl: -0.2790 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [06:37:23.160932] Epoch: [143] [ 700/2904] eta: 0:28:19 lr: 0.002292 loss: 0.1900 (0.1999) loss_rec_all: 0.2160 (0.2257) loss_rec_sfr: 0.2677 (0.2974) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [06:37:38.070758] Epoch: [143] [ 720/2904] eta: 0:28:02 lr: 0.002292 loss: 0.1879 (0.1999) loss_rec_all: 0.2142 (0.2257) loss_rec_sfr: 0.2748 (0.2973) loss_cl: -0.2786 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [06:37:52.980201] Epoch: [143] [ 740/2904] eta: 0:27:45 lr: 0.002292 loss: 0.1854 (0.1996) loss_rec_all: 0.2112 (0.2254) loss_rec_sfr: 0.2695 (0.2962) loss_cl: -0.2780 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [06:38:07.891026] Epoch: [143] [ 760/2904] eta: 0:27:28 lr: 0.002292 loss: 0.1874 (0.1995) loss_rec_all: 0.2131 (0.2253) loss_rec_sfr: 0.2793 (0.2962) loss_cl: -0.2777 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [06:38:22.795541] Epoch: [143] [ 780/2904] eta: 0:27:12 lr: 0.002292 loss: 0.1900 (0.1995) loss_rec_all: 0.2160 (0.2253) loss_rec_sfr: 0.2683 (0.2961) loss_cl: -0.2799 (-0.2787) time: 0.7452 data: 0.0002 max mem: 29860 [06:38:37.706454] Epoch: [143] [ 800/2904] eta: 0:26:55 lr: 0.002292 loss: 0.1915 (0.1996) loss_rec_all: 0.2175 (0.2254) loss_rec_sfr: 0.2692 (0.2964) loss_cl: -0.2793 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [06:38:52.621002] Epoch: [143] [ 820/2904] eta: 0:26:39 lr: 0.002292 loss: 0.1895 (0.1995) loss_rec_all: 0.2153 (0.2253) loss_rec_sfr: 0.2874 (0.2965) loss_cl: -0.2793 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [06:39:07.534973] Epoch: [143] [ 840/2904] eta: 0:26:22 lr: 0.002292 loss: 0.1864 (0.1995) loss_rec_all: 0.2127 (0.2253) loss_rec_sfr: 0.2695 (0.2963) loss_cl: -0.2782 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [06:39:22.442800] Epoch: [143] [ 860/2904] eta: 0:26:06 lr: 0.002292 loss: 0.1856 (0.1994) loss_rec_all: 0.2114 (0.2252) loss_rec_sfr: 0.2692 (0.2959) loss_cl: -0.2790 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [06:39:37.354263] Epoch: [143] [ 880/2904] eta: 0:25:50 lr: 0.002292 loss: 0.1965 (0.1996) loss_rec_all: 0.2225 (0.2254) loss_rec_sfr: 0.2755 (0.2965) loss_cl: -0.2789 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [06:39:52.259892] Epoch: [143] [ 900/2904] eta: 0:25:33 lr: 0.002292 loss: 0.1870 (0.1994) loss_rec_all: 0.2132 (0.2252) loss_rec_sfr: 0.2737 (0.2957) loss_cl: -0.2797 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [06:40:07.164485] Epoch: [143] [ 920/2904] eta: 0:25:17 lr: 0.002292 loss: 0.1897 (0.1994) loss_rec_all: 0.2159 (0.2252) loss_rec_sfr: 0.2741 (0.2958) loss_cl: -0.2789 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [06:40:22.075649] Epoch: [143] [ 940/2904] eta: 0:25:01 lr: 0.002292 loss: 0.1863 (0.1993) loss_rec_all: 0.2126 (0.2251) loss_rec_sfr: 0.2425 (0.2953) loss_cl: -0.2791 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [06:40:36.988793] Epoch: [143] [ 960/2904] eta: 0:24:45 lr: 0.002292 loss: 0.1898 (0.1992) loss_rec_all: 0.2158 (0.2250) loss_rec_sfr: 0.2687 (0.2950) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [06:40:51.898927] Epoch: [143] [ 980/2904] eta: 0:24:29 lr: 0.002292 loss: 0.1901 (0.1993) loss_rec_all: 0.2160 (0.2252) loss_rec_sfr: 0.2959 (0.2957) loss_cl: -0.2782 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [06:41:06.809953] Epoch: [143] [1000/2904] eta: 0:24:13 lr: 0.002292 loss: 0.1901 (0.1996) loss_rec_all: 0.2160 (0.2254) loss_rec_sfr: 0.2834 (0.2964) loss_cl: -0.2792 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [06:41:21.723254] Epoch: [143] [1020/2904] eta: 0:23:57 lr: 0.002292 loss: 0.1930 (0.1997) loss_rec_all: 0.2188 (0.2255) loss_rec_sfr: 0.2845 (0.2969) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [06:41:36.635554] Epoch: [143] [1040/2904] eta: 0:23:41 lr: 0.002292 loss: 0.1879 (0.1997) loss_rec_all: 0.2143 (0.2255) loss_rec_sfr: 0.2654 (0.2969) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [06:41:51.550026] Epoch: [143] [1060/2904] eta: 0:23:25 lr: 0.002292 loss: 0.1866 (0.1996) loss_rec_all: 0.2124 (0.2254) loss_rec_sfr: 0.2643 (0.2967) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [06:42:06.464398] Epoch: [143] [1080/2904] eta: 0:23:10 lr: 0.002292 loss: 0.1900 (0.1997) loss_rec_all: 0.2157 (0.2255) loss_rec_sfr: 0.2688 (0.2967) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [06:42:21.378733] Epoch: [143] [1100/2904] eta: 0:22:54 lr: 0.002292 loss: 0.1879 (0.1996) loss_rec_all: 0.2137 (0.2254) loss_rec_sfr: 0.2717 (0.2965) loss_cl: -0.2794 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [06:42:36.293685] Epoch: [143] [1120/2904] eta: 0:22:38 lr: 0.002292 loss: 0.1856 (0.1995) loss_rec_all: 0.2114 (0.2253) loss_rec_sfr: 0.2717 (0.2963) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [06:42:51.214594] Epoch: [143] [1140/2904] eta: 0:22:22 lr: 0.002292 loss: 0.1913 (0.1995) loss_rec_all: 0.2172 (0.2253) loss_rec_sfr: 0.2818 (0.2964) loss_cl: -0.2778 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [06:43:06.127563] Epoch: [143] [1160/2904] eta: 0:22:07 lr: 0.002292 loss: 0.1888 (0.1995) loss_rec_all: 0.2150 (0.2253) loss_rec_sfr: 0.2844 (0.2966) loss_cl: -0.2790 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [06:43:21.044292] Epoch: [143] [1180/2904] eta: 0:21:51 lr: 0.002292 loss: 0.1854 (0.1994) loss_rec_all: 0.2115 (0.2252) loss_rec_sfr: 0.2479 (0.2963) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [06:43:35.957509] Epoch: [143] [1200/2904] eta: 0:21:35 lr: 0.002292 loss: 0.1943 (0.1995) loss_rec_all: 0.2204 (0.2253) loss_rec_sfr: 0.2703 (0.2962) loss_cl: -0.2787 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [06:43:50.869318] Epoch: [143] [1220/2904] eta: 0:21:20 lr: 0.002292 loss: 0.1910 (0.1995) loss_rec_all: 0.2167 (0.2253) loss_rec_sfr: 0.2858 (0.2963) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [06:44:05.784656] Epoch: [143] [1240/2904] eta: 0:21:04 lr: 0.002292 loss: 0.1851 (0.1994) loss_rec_all: 0.2115 (0.2252) loss_rec_sfr: 0.2701 (0.2959) loss_cl: -0.2799 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [06:44:20.702849] Epoch: [143] [1260/2904] eta: 0:20:49 lr: 0.002292 loss: 0.1889 (0.1993) loss_rec_all: 0.2148 (0.2251) loss_rec_sfr: 0.2751 (0.2957) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [06:44:35.620902] Epoch: [143] [1280/2904] eta: 0:20:33 lr: 0.002292 loss: 0.1890 (0.1993) loss_rec_all: 0.2148 (0.2251) loss_rec_sfr: 0.2805 (0.2957) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [06:44:50.532292] Epoch: [143] [1300/2904] eta: 0:20:17 lr: 0.002292 loss: 0.1847 (0.1991) loss_rec_all: 0.2110 (0.2249) loss_rec_sfr: 0.2739 (0.2952) loss_cl: -0.2797 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [06:45:05.443798] Epoch: [143] [1320/2904] eta: 0:20:02 lr: 0.002292 loss: 0.1860 (0.1990) loss_rec_all: 0.2120 (0.2248) loss_rec_sfr: 0.2726 (0.2948) loss_cl: -0.2795 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [06:45:20.356400] Epoch: [143] [1340/2904] eta: 0:19:46 lr: 0.002292 loss: 0.1884 (0.1990) loss_rec_all: 0.2143 (0.2248) loss_rec_sfr: 0.2792 (0.2950) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [06:45:35.272296] Epoch: [143] [1360/2904] eta: 0:19:31 lr: 0.002292 loss: 0.1922 (0.1991) loss_rec_all: 0.2181 (0.2249) loss_rec_sfr: 0.2814 (0.2952) loss_cl: -0.2793 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [06:45:50.185432] Epoch: [143] [1380/2904] eta: 0:19:15 lr: 0.002292 loss: 0.1844 (0.1991) loss_rec_all: 0.2106 (0.2249) loss_rec_sfr: 0.2418 (0.2952) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [06:46:05.100631] Epoch: [143] [1400/2904] eta: 0:19:00 lr: 0.002292 loss: 0.1883 (0.1991) loss_rec_all: 0.2142 (0.2249) loss_rec_sfr: 0.2837 (0.2953) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [06:46:20.010840] Epoch: [143] [1420/2904] eta: 0:18:45 lr: 0.002292 loss: 0.1888 (0.1991) loss_rec_all: 0.2150 (0.2249) loss_rec_sfr: 0.2707 (0.2953) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [06:46:34.924239] Epoch: [143] [1440/2904] eta: 0:18:29 lr: 0.002292 loss: 0.1905 (0.1991) loss_rec_all: 0.2162 (0.2250) loss_rec_sfr: 0.2715 (0.2957) loss_cl: -0.2783 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [06:46:49.840101] Epoch: [143] [1460/2904] eta: 0:18:14 lr: 0.002292 loss: 0.1913 (0.1991) loss_rec_all: 0.2170 (0.2249) loss_rec_sfr: 0.2730 (0.2956) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [06:47:04.752531] Epoch: [143] [1480/2904] eta: 0:17:58 lr: 0.002292 loss: 0.1904 (0.1992) loss_rec_all: 0.2162 (0.2250) loss_rec_sfr: 0.2850 (0.2958) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [06:47:19.660386] Epoch: [143] [1500/2904] eta: 0:17:43 lr: 0.002292 loss: 0.1960 (0.1994) loss_rec_all: 0.2221 (0.2252) loss_rec_sfr: 0.2897 (0.2965) loss_cl: -0.2799 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [06:47:34.573927] Epoch: [143] [1520/2904] eta: 0:17:28 lr: 0.002292 loss: 0.1873 (0.1994) loss_rec_all: 0.2133 (0.2252) loss_rec_sfr: 0.2693 (0.2966) loss_cl: -0.2780 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [06:47:49.487294] Epoch: [143] [1540/2904] eta: 0:17:12 lr: 0.002292 loss: 0.1902 (0.1994) loss_rec_all: 0.2163 (0.2252) loss_rec_sfr: 0.2854 (0.2967) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [06:48:04.401601] Epoch: [143] [1560/2904] eta: 0:16:57 lr: 0.002292 loss: 0.1852 (0.1994) loss_rec_all: 0.2113 (0.2252) loss_rec_sfr: 0.2398 (0.2966) loss_cl: -0.2781 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [06:48:19.318476] Epoch: [143] [1580/2904] eta: 0:16:42 lr: 0.002292 loss: 0.1908 (0.1993) loss_rec_all: 0.2169 (0.2251) loss_rec_sfr: 0.2691 (0.2962) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [06:48:34.235331] Epoch: [143] [1600/2904] eta: 0:16:26 lr: 0.002292 loss: 0.1895 (0.1994) loss_rec_all: 0.2154 (0.2252) loss_rec_sfr: 0.2771 (0.2964) loss_cl: -0.2777 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [06:48:49.145503] Epoch: [143] [1620/2904] eta: 0:16:11 lr: 0.002292 loss: 0.1945 (0.1994) loss_rec_all: 0.2204 (0.2252) loss_rec_sfr: 0.2757 (0.2963) loss_cl: -0.2787 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [06:49:04.065652] Epoch: [143] [1640/2904] eta: 0:15:56 lr: 0.002292 loss: 0.1897 (0.1994) loss_rec_all: 0.2159 (0.2252) loss_rec_sfr: 0.2603 (0.2962) loss_cl: -0.2804 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [06:49:18.991002] Epoch: [143] [1660/2904] eta: 0:15:40 lr: 0.002292 loss: 0.1893 (0.1994) loss_rec_all: 0.2152 (0.2252) loss_rec_sfr: 0.2766 (0.2962) loss_cl: -0.2791 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [06:49:33.911870] Epoch: [143] [1680/2904] eta: 0:15:25 lr: 0.002292 loss: 0.1839 (0.1992) loss_rec_all: 0.2101 (0.2250) loss_rec_sfr: 0.2479 (0.2958) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [06:49:48.828960] Epoch: [143] [1700/2904] eta: 0:15:10 lr: 0.002292 loss: 0.1883 (0.1993) loss_rec_all: 0.2141 (0.2251) loss_rec_sfr: 0.2828 (0.2959) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [06:50:03.743105] Epoch: [143] [1720/2904] eta: 0:14:55 lr: 0.002292 loss: 0.1861 (0.1992) loss_rec_all: 0.2119 (0.2250) loss_rec_sfr: 0.2600 (0.2958) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [06:50:18.660719] Epoch: [143] [1740/2904] eta: 0:14:39 lr: 0.002292 loss: 0.1863 (0.1991) loss_rec_all: 0.2120 (0.2249) loss_rec_sfr: 0.2748 (0.2956) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [06:50:33.580840] Epoch: [143] [1760/2904] eta: 0:14:24 lr: 0.002292 loss: 0.1861 (0.1991) loss_rec_all: 0.2123 (0.2249) loss_rec_sfr: 0.2754 (0.2957) loss_cl: -0.2784 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [06:50:48.503704] Epoch: [143] [1780/2904] eta: 0:14:09 lr: 0.002292 loss: 0.1887 (0.1991) loss_rec_all: 0.2149 (0.2249) loss_rec_sfr: 0.2702 (0.2955) loss_cl: -0.2787 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [06:51:03.420266] Epoch: [143] [1800/2904] eta: 0:13:54 lr: 0.002292 loss: 0.1875 (0.1991) loss_rec_all: 0.2136 (0.2249) loss_rec_sfr: 0.2770 (0.2955) loss_cl: -0.2796 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [06:51:18.336785] Epoch: [143] [1820/2904] eta: 0:13:38 lr: 0.002292 loss: 0.1922 (0.1992) loss_rec_all: 0.2179 (0.2250) loss_rec_sfr: 0.2845 (0.2958) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [06:51:33.253309] Epoch: [143] [1840/2904] eta: 0:13:23 lr: 0.002292 loss: 0.1922 (0.1993) loss_rec_all: 0.2180 (0.2251) loss_rec_sfr: 0.2816 (0.2961) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [06:51:48.171912] Epoch: [143] [1860/2904] eta: 0:13:08 lr: 0.002292 loss: 0.1862 (0.1992) loss_rec_all: 0.2125 (0.2250) loss_rec_sfr: 0.2714 (0.2959) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [06:52:03.087699] Epoch: [143] [1880/2904] eta: 0:12:53 lr: 0.002292 loss: 0.1881 (0.1992) loss_rec_all: 0.2138 (0.2250) loss_rec_sfr: 0.2628 (0.2958) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [06:52:18.004684] Epoch: [143] [1900/2904] eta: 0:12:38 lr: 0.002292 loss: 0.1878 (0.1992) loss_rec_all: 0.2137 (0.2250) loss_rec_sfr: 0.2836 (0.2959) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [06:52:32.921729] Epoch: [143] [1920/2904] eta: 0:12:22 lr: 0.002292 loss: 0.1829 (0.1992) loss_rec_all: 0.2092 (0.2250) loss_rec_sfr: 0.2449 (0.2957) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [06:52:47.839348] Epoch: [143] [1940/2904] eta: 0:12:07 lr: 0.002291 loss: 0.1869 (0.1991) loss_rec_all: 0.2129 (0.2249) loss_rec_sfr: 0.2686 (0.2956) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [06:53:02.758979] Epoch: [143] [1960/2904] eta: 0:11:52 lr: 0.002291 loss: 0.1870 (0.1991) loss_rec_all: 0.2129 (0.2249) loss_rec_sfr: 0.2727 (0.2957) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [06:53:17.675764] Epoch: [143] [1980/2904] eta: 0:11:37 lr: 0.002291 loss: 0.1886 (0.1991) loss_rec_all: 0.2146 (0.2249) loss_rec_sfr: 0.2657 (0.2955) loss_cl: -0.2780 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [06:53:32.597605] Epoch: [143] [2000/2904] eta: 0:11:22 lr: 0.002291 loss: 0.1942 (0.1992) loss_rec_all: 0.2200 (0.2250) loss_rec_sfr: 0.2750 (0.2957) loss_cl: -0.2789 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [06:53:47.514230] Epoch: [143] [2020/2904] eta: 0:11:06 lr: 0.002291 loss: 0.1893 (0.1992) loss_rec_all: 0.2158 (0.2250) loss_rec_sfr: 0.2877 (0.2959) loss_cl: -0.2793 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [06:54:02.410145] Epoch: [143] [2040/2904] eta: 0:10:51 lr: 0.002291 loss: 0.1875 (0.1993) loss_rec_all: 0.2138 (0.2251) loss_rec_sfr: 0.2750 (0.2960) loss_cl: -0.2793 (-0.2788) time: 0.7448 data: 0.0002 max mem: 29860 [06:54:17.325737] Epoch: [143] [2060/2904] eta: 0:10:36 lr: 0.002291 loss: 0.1864 (0.1992) loss_rec_all: 0.2128 (0.2250) loss_rec_sfr: 0.2651 (0.2959) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [06:54:32.245407] Epoch: [143] [2080/2904] eta: 0:10:21 lr: 0.002291 loss: 0.1889 (0.1993) loss_rec_all: 0.2147 (0.2251) loss_rec_sfr: 0.2968 (0.2961) loss_cl: -0.2781 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [06:54:47.164324] Epoch: [143] [2100/2904] eta: 0:10:06 lr: 0.002291 loss: 0.1910 (0.1993) loss_rec_all: 0.2172 (0.2251) loss_rec_sfr: 0.2819 (0.2963) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [06:55:02.079046] Epoch: [143] [2120/2904] eta: 0:09:51 lr: 0.002291 loss: 0.1854 (0.1993) loss_rec_all: 0.2116 (0.2251) loss_rec_sfr: 0.2496 (0.2962) loss_cl: -0.2803 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [06:55:16.990153] Epoch: [143] [2140/2904] eta: 0:09:36 lr: 0.002291 loss: 0.1886 (0.1994) loss_rec_all: 0.2148 (0.2252) loss_rec_sfr: 0.2835 (0.2964) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [06:55:31.905379] Epoch: [143] [2160/2904] eta: 0:09:20 lr: 0.002291 loss: 0.1911 (0.1994) loss_rec_all: 0.2171 (0.2252) loss_rec_sfr: 0.2835 (0.2966) loss_cl: -0.2781 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [06:55:46.819991] Epoch: [143] [2180/2904] eta: 0:09:05 lr: 0.002291 loss: 0.1864 (0.1994) loss_rec_all: 0.2127 (0.2252) loss_rec_sfr: 0.2467 (0.2965) loss_cl: -0.2784 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [06:56:01.731474] Epoch: [143] [2200/2904] eta: 0:08:50 lr: 0.002291 loss: 0.1879 (0.1993) loss_rec_all: 0.2141 (0.2251) loss_rec_sfr: 0.2634 (0.2964) loss_cl: -0.2783 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [06:56:16.638941] Epoch: [143] [2220/2904] eta: 0:08:35 lr: 0.002291 loss: 0.1843 (0.1992) loss_rec_all: 0.2107 (0.2250) loss_rec_sfr: 0.2204 (0.2959) loss_cl: -0.2786 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [06:56:31.551982] Epoch: [143] [2240/2904] eta: 0:08:20 lr: 0.002291 loss: 0.1974 (0.1993) loss_rec_all: 0.2239 (0.2251) loss_rec_sfr: 0.2707 (0.2962) loss_cl: -0.2793 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [06:56:46.460143] Epoch: [143] [2260/2904] eta: 0:08:05 lr: 0.002291 loss: 0.1893 (0.1993) loss_rec_all: 0.2154 (0.2251) loss_rec_sfr: 0.2746 (0.2962) loss_cl: -0.2787 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [06:57:01.367319] Epoch: [143] [2280/2904] eta: 0:07:50 lr: 0.002291 loss: 0.1899 (0.1993) loss_rec_all: 0.2161 (0.2251) loss_rec_sfr: 0.2758 (0.2962) loss_cl: -0.2785 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [06:57:16.272924] Epoch: [143] [2300/2904] eta: 0:07:35 lr: 0.002291 loss: 0.1915 (0.1994) loss_rec_all: 0.2171 (0.2252) loss_rec_sfr: 0.2898 (0.2964) loss_cl: -0.2787 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [06:57:31.183077] Epoch: [143] [2320/2904] eta: 0:07:19 lr: 0.002291 loss: 0.1873 (0.1993) loss_rec_all: 0.2137 (0.2251) loss_rec_sfr: 0.2324 (0.2960) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [06:57:46.094516] Epoch: [143] [2340/2904] eta: 0:07:04 lr: 0.002291 loss: 0.1879 (0.1994) loss_rec_all: 0.2139 (0.2252) loss_rec_sfr: 0.2861 (0.2962) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [06:58:01.002555] Epoch: [143] [2360/2904] eta: 0:06:49 lr: 0.002291 loss: 0.1876 (0.1993) loss_rec_all: 0.2133 (0.2251) loss_rec_sfr: 0.2804 (0.2962) loss_cl: -0.2786 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [06:58:15.909045] Epoch: [143] [2380/2904] eta: 0:06:34 lr: 0.002291 loss: 0.1879 (0.1993) loss_rec_all: 0.2138 (0.2251) loss_rec_sfr: 0.2773 (0.2961) loss_cl: -0.2791 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [06:58:30.821028] Epoch: [143] [2400/2904] eta: 0:06:19 lr: 0.002291 loss: 0.1927 (0.1993) loss_rec_all: 0.2188 (0.2251) loss_rec_sfr: 0.2726 (0.2961) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [06:58:45.730168] Epoch: [143] [2420/2904] eta: 0:06:04 lr: 0.002291 loss: 0.1886 (0.1994) loss_rec_all: 0.2149 (0.2252) loss_rec_sfr: 0.2826 (0.2964) loss_cl: -0.2784 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [06:59:00.642177] Epoch: [143] [2440/2904] eta: 0:05:49 lr: 0.002291 loss: 0.1876 (0.1994) loss_rec_all: 0.2134 (0.2252) loss_rec_sfr: 0.2895 (0.2966) loss_cl: -0.2784 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [06:59:15.555609] Epoch: [143] [2460/2904] eta: 0:05:34 lr: 0.002291 loss: 0.1915 (0.1995) loss_rec_all: 0.2181 (0.2253) loss_rec_sfr: 0.2748 (0.2966) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [06:59:30.467771] Epoch: [143] [2480/2904] eta: 0:05:19 lr: 0.002291 loss: 0.1902 (0.1994) loss_rec_all: 0.2160 (0.2252) loss_rec_sfr: 0.2748 (0.2964) loss_cl: -0.2796 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [06:59:45.367675] Epoch: [143] [2500/2904] eta: 0:05:04 lr: 0.002291 loss: 0.1890 (0.1994) loss_rec_all: 0.2150 (0.2252) loss_rec_sfr: 0.2595 (0.2963) loss_cl: -0.2793 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [07:00:00.277348] Epoch: [143] [2520/2904] eta: 0:04:49 lr: 0.002291 loss: 0.1901 (0.1994) loss_rec_all: 0.2161 (0.2252) loss_rec_sfr: 0.2704 (0.2964) loss_cl: -0.2790 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [07:00:15.189658] Epoch: [143] [2540/2904] eta: 0:04:33 lr: 0.002291 loss: 0.1880 (0.1994) loss_rec_all: 0.2139 (0.2252) loss_rec_sfr: 0.2687 (0.2964) loss_cl: -0.2780 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [07:00:30.102034] Epoch: [143] [2560/2904] eta: 0:04:18 lr: 0.002291 loss: 0.1966 (0.1995) loss_rec_all: 0.2225 (0.2253) loss_rec_sfr: 0.2770 (0.2965) loss_cl: -0.2784 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [07:00:45.019184] Epoch: [143] [2580/2904] eta: 0:04:03 lr: 0.002291 loss: 0.1931 (0.1995) loss_rec_all: 0.2192 (0.2253) loss_rec_sfr: 0.2737 (0.2965) loss_cl: -0.2801 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [07:00:59.929173] Epoch: [143] [2600/2904] eta: 0:03:48 lr: 0.002291 loss: 0.1840 (0.1995) loss_rec_all: 0.2103 (0.2253) loss_rec_sfr: 0.2737 (0.2966) loss_cl: -0.2799 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [07:01:14.838606] Epoch: [143] [2620/2904] eta: 0:03:33 lr: 0.002291 loss: 0.1845 (0.1994) loss_rec_all: 0.2109 (0.2252) loss_rec_sfr: 0.2178 (0.2963) loss_cl: -0.2777 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [07:01:29.747448] Epoch: [143] [2640/2904] eta: 0:03:18 lr: 0.002291 loss: 0.1874 (0.1994) loss_rec_all: 0.2132 (0.2252) loss_rec_sfr: 0.2804 (0.2962) loss_cl: -0.2783 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [07:01:44.657716] Epoch: [143] [2660/2904] eta: 0:03:03 lr: 0.002291 loss: 0.1917 (0.1994) loss_rec_all: 0.2176 (0.2252) loss_rec_sfr: 0.2835 (0.2963) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [07:01:59.562849] Epoch: [143] [2680/2904] eta: 0:02:48 lr: 0.002291 loss: 0.1899 (0.1994) loss_rec_all: 0.2163 (0.2252) loss_rec_sfr: 0.2723 (0.2962) loss_cl: -0.2797 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [07:02:14.473731] Epoch: [143] [2700/2904] eta: 0:02:33 lr: 0.002291 loss: 0.1886 (0.1994) loss_rec_all: 0.2145 (0.2253) loss_rec_sfr: 0.2881 (0.2964) loss_cl: -0.2791 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [07:02:29.381526] Epoch: [143] [2720/2904] eta: 0:02:18 lr: 0.002291 loss: 0.1947 (0.1995) loss_rec_all: 0.2209 (0.2253) loss_rec_sfr: 0.2729 (0.2966) loss_cl: -0.2784 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [07:02:44.286556] Epoch: [143] [2740/2904] eta: 0:02:03 lr: 0.002291 loss: 0.1886 (0.1995) loss_rec_all: 0.2144 (0.2253) loss_rec_sfr: 0.2752 (0.2967) loss_cl: -0.2784 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [07:02:59.198038] Epoch: [143] [2760/2904] eta: 0:01:48 lr: 0.002291 loss: 0.1866 (0.1995) loss_rec_all: 0.2128 (0.2253) loss_rec_sfr: 0.2661 (0.2966) loss_cl: -0.2785 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [07:03:14.116524] Epoch: [143] [2780/2904] eta: 0:01:33 lr: 0.002291 loss: 0.1866 (0.1995) loss_rec_all: 0.2129 (0.2253) loss_rec_sfr: 0.2781 (0.2965) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [07:03:29.029804] Epoch: [143] [2800/2904] eta: 0:01:18 lr: 0.002291 loss: 0.2020 (0.1996) loss_rec_all: 0.2280 (0.2254) loss_rec_sfr: 0.3025 (0.2970) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [07:03:43.940276] Epoch: [143] [2820/2904] eta: 0:01:03 lr: 0.002291 loss: 0.1900 (0.1996) loss_rec_all: 0.2160 (0.2254) loss_rec_sfr: 0.2849 (0.2971) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [07:03:58.879553] Epoch: [143] [2840/2904] eta: 0:00:48 lr: 0.002291 loss: 0.1920 (0.1996) loss_rec_all: 0.2183 (0.2254) loss_rec_sfr: 0.2893 (0.2972) loss_cl: -0.2787 (-0.2788) time: 0.7469 data: 0.0023 max mem: 29860 [07:04:13.772207] Epoch: [143] [2860/2904] eta: 0:00:33 lr: 0.002291 loss: 0.1870 (0.1996) loss_rec_all: 0.2131 (0.2254) loss_rec_sfr: 0.2432 (0.2971) loss_cl: -0.2789 (-0.2788) time: 0.7446 data: 0.0001 max mem: 29860 [07:04:28.665043] Epoch: [143] [2880/2904] eta: 0:00:18 lr: 0.002291 loss: 0.1892 (0.1996) loss_rec_all: 0.2153 (0.2254) loss_rec_sfr: 0.2908 (0.2972) loss_cl: -0.2796 (-0.2788) time: 0.7446 data: 0.0001 max mem: 29860 [07:04:43.559311] Epoch: [143] [2900/2904] eta: 0:00:03 lr: 0.002291 loss: 0.1895 (0.1997) loss_rec_all: 0.2153 (0.2255) loss_rec_sfr: 0.2793 (0.2973) loss_cl: -0.2787 (-0.2788) time: 0.7447 data: 0.0001 max mem: 29860 [07:04:45.799284] Epoch: [143] [2903/2904] eta: 0:00:00 lr: 0.002291 loss: 0.1887 (0.1997) loss_rec_all: 0.2146 (0.2255) loss_rec_sfr: 0.2793 (0.2973) loss_cl: -0.2786 (-0.2788) time: 0.7446 data: 0.0001 max mem: 29860 [07:04:47.805699] Epoch: [143] Total time: 0:36:25 (0.7525 s / it) [07:04:47.813485] Averaged stats: lr: 0.002291 loss: 0.1887 (0.2012) loss_rec_all: 0.2146 (0.2247) loss_rec_sfr: 0.2793 (0.2950) loss_cl: -0.2786 (-0.2555) [07:04:47.819590] log_dir: ./checkpoint/VF2_ViT-B [07:05:04.890979] Epoch: [144] [ 0/2904] eta: 13:46:13 lr: 0.002291 loss: 0.1969 (0.1969) loss_rec_all: 0.2229 (0.2229) loss_rec_sfr: 0.2671 (0.2671) loss_cl: -0.2782 (-0.2782) time: 17.0706 data: 13.4596 max mem: 29860 [07:05:20.961160] Epoch: [144] [ 20/2904] eta: 1:15:51 lr: 0.002291 loss: 0.1846 (0.1929) loss_rec_all: 0.2108 (0.2188) loss_rec_sfr: 0.2658 (0.2768) loss_cl: -0.2783 (-0.2780) time: 0.8035 data: 0.0002 max mem: 29860 [07:05:35.838640] Epoch: [144] [ 40/2904] eta: 0:55:54 lr: 0.002291 loss: 0.1858 (0.1913) loss_rec_all: 0.2116 (0.2172) loss_rec_sfr: 0.2669 (0.2719) loss_cl: -0.2781 (-0.2782) time: 0.7438 data: 0.0002 max mem: 29860 [07:05:50.731624] Epoch: [144] [ 60/2904] eta: 0:48:52 lr: 0.002291 loss: 0.1879 (0.1926) loss_rec_all: 0.2142 (0.2186) loss_rec_sfr: 0.2618 (0.2745) loss_cl: -0.2796 (-0.2786) time: 0.7446 data: 0.0002 max mem: 29860 [07:06:05.641980] Epoch: [144] [ 80/2904] eta: 0:45:13 lr: 0.002291 loss: 0.1875 (0.1926) loss_rec_all: 0.2133 (0.2186) loss_rec_sfr: 0.2690 (0.2747) loss_cl: -0.2792 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [07:06:20.557341] Epoch: [144] [ 100/2904] eta: 0:42:54 lr: 0.002291 loss: 0.1879 (0.1945) loss_rec_all: 0.2138 (0.2204) loss_rec_sfr: 0.2790 (0.2832) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [07:06:35.475311] Epoch: [144] [ 120/2904] eta: 0:41:16 lr: 0.002291 loss: 0.1874 (0.1955) loss_rec_all: 0.2131 (0.2214) loss_rec_sfr: 0.2707 (0.2863) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [07:06:50.383586] Epoch: [144] [ 140/2904] eta: 0:40:02 lr: 0.002291 loss: 0.1908 (0.1974) loss_rec_all: 0.2168 (0.2233) loss_rec_sfr: 0.2760 (0.2912) loss_cl: -0.2787 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [07:07:05.324822] Epoch: [144] [ 160/2904] eta: 0:39:03 lr: 0.002291 loss: 0.1892 (0.1981) loss_rec_all: 0.2152 (0.2240) loss_rec_sfr: 0.2874 (0.2943) loss_cl: -0.2794 (-0.2789) time: 0.7470 data: 0.0002 max mem: 29860 [07:07:20.243869] Epoch: [144] [ 180/2904] eta: 0:38:13 lr: 0.002291 loss: 0.1893 (0.1979) loss_rec_all: 0.2152 (0.2238) loss_rec_sfr: 0.2569 (0.2930) loss_cl: -0.2784 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [07:07:35.160411] Epoch: [144] [ 200/2904] eta: 0:37:31 lr: 0.002291 loss: 0.1864 (0.1980) loss_rec_all: 0.2128 (0.2238) loss_rec_sfr: 0.2695 (0.2936) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [07:07:50.072642] Epoch: [144] [ 220/2904] eta: 0:36:53 lr: 0.002291 loss: 0.1956 (0.1995) loss_rec_all: 0.2212 (0.2253) loss_rec_sfr: 0.2891 (0.2988) loss_cl: -0.2783 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [07:08:04.977550] Epoch: [144] [ 240/2904] eta: 0:36:19 lr: 0.002291 loss: 0.1901 (0.1996) loss_rec_all: 0.2163 (0.2254) loss_rec_sfr: 0.2496 (0.2981) loss_cl: -0.2786 (-0.2787) time: 0.7452 data: 0.0002 max mem: 29860 [07:08:19.885059] Epoch: [144] [ 260/2904] eta: 0:35:48 lr: 0.002291 loss: 0.1862 (0.1989) loss_rec_all: 0.2123 (0.2247) loss_rec_sfr: 0.2739 (0.2960) loss_cl: -0.2790 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [07:08:34.812140] Epoch: [144] [ 280/2904] eta: 0:35:19 lr: 0.002291 loss: 0.1905 (0.1991) loss_rec_all: 0.2161 (0.2249) loss_rec_sfr: 0.2810 (0.2972) loss_cl: -0.2776 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [07:08:49.718911] Epoch: [144] [ 300/2904] eta: 0:34:52 lr: 0.002291 loss: 0.1966 (0.1996) loss_rec_all: 0.2223 (0.2254) loss_rec_sfr: 0.2725 (0.2987) loss_cl: -0.2790 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [07:09:04.645264] Epoch: [144] [ 320/2904] eta: 0:34:27 lr: 0.002291 loss: 0.1867 (0.1992) loss_rec_all: 0.2129 (0.2250) loss_rec_sfr: 0.2671 (0.2976) loss_cl: -0.2789 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [07:09:19.555639] Epoch: [144] [ 340/2904] eta: 0:34:03 lr: 0.002291 loss: 0.1874 (0.1988) loss_rec_all: 0.2135 (0.2246) loss_rec_sfr: 0.2724 (0.2969) loss_cl: -0.2791 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [07:09:34.468805] Epoch: [144] [ 360/2904] eta: 0:33:39 lr: 0.002291 loss: 0.1896 (0.1986) loss_rec_all: 0.2152 (0.2244) loss_rec_sfr: 0.2753 (0.2964) loss_cl: -0.2784 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [07:09:49.380216] Epoch: [144] [ 380/2904] eta: 0:33:17 lr: 0.002291 loss: 0.1895 (0.1990) loss_rec_all: 0.2155 (0.2247) loss_rec_sfr: 0.2874 (0.2982) loss_cl: -0.2777 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [07:10:04.289873] Epoch: [144] [ 400/2904] eta: 0:32:56 lr: 0.002291 loss: 0.1905 (0.1991) loss_rec_all: 0.2169 (0.2249) loss_rec_sfr: 0.2770 (0.2982) loss_cl: -0.2790 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [07:10:19.201526] Epoch: [144] [ 420/2904] eta: 0:32:35 lr: 0.002291 loss: 0.1885 (0.1992) loss_rec_all: 0.2150 (0.2250) loss_rec_sfr: 0.2744 (0.2984) loss_cl: -0.2797 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [07:10:34.112921] Epoch: [144] [ 440/2904] eta: 0:32:14 lr: 0.002290 loss: 0.1963 (0.1996) loss_rec_all: 0.2224 (0.2254) loss_rec_sfr: 0.2741 (0.2992) loss_cl: -0.2788 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [07:10:49.019443] Epoch: [144] [ 460/2904] eta: 0:31:54 lr: 0.002290 loss: 0.1871 (0.1993) loss_rec_all: 0.2129 (0.2250) loss_rec_sfr: 0.2736 (0.2979) loss_cl: -0.2783 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [07:11:03.934988] Epoch: [144] [ 480/2904] eta: 0:31:35 lr: 0.002290 loss: 0.1889 (0.1994) loss_rec_all: 0.2146 (0.2252) loss_rec_sfr: 0.2819 (0.2986) loss_cl: -0.2789 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [07:11:18.852682] Epoch: [144] [ 500/2904] eta: 0:31:16 lr: 0.002290 loss: 0.1871 (0.1992) loss_rec_all: 0.2137 (0.2250) loss_rec_sfr: 0.2714 (0.2979) loss_cl: -0.2800 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [07:11:33.768827] Epoch: [144] [ 520/2904] eta: 0:30:57 lr: 0.002290 loss: 0.1847 (0.1989) loss_rec_all: 0.2108 (0.2247) loss_rec_sfr: 0.2750 (0.2974) loss_cl: -0.2794 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [07:11:48.673244] Epoch: [144] [ 540/2904] eta: 0:30:38 lr: 0.002290 loss: 0.1878 (0.1991) loss_rec_all: 0.2134 (0.2249) loss_rec_sfr: 0.2792 (0.2980) loss_cl: -0.2784 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [07:12:03.583687] Epoch: [144] [ 560/2904] eta: 0:30:20 lr: 0.002290 loss: 0.1880 (0.1990) loss_rec_all: 0.2142 (0.2247) loss_rec_sfr: 0.2813 (0.2975) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [07:12:18.490397] Epoch: [144] [ 580/2904] eta: 0:30:02 lr: 0.002290 loss: 0.1901 (0.1989) loss_rec_all: 0.2162 (0.2247) loss_rec_sfr: 0.2676 (0.2973) loss_cl: -0.2792 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [07:12:33.404390] Epoch: [144] [ 600/2904] eta: 0:29:44 lr: 0.002290 loss: 0.1908 (0.1994) loss_rec_all: 0.2171 (0.2252) loss_rec_sfr: 0.2944 (0.2989) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [07:12:48.320714] Epoch: [144] [ 620/2904] eta: 0:29:27 lr: 0.002290 loss: 0.1841 (0.1990) loss_rec_all: 0.2102 (0.2248) loss_rec_sfr: 0.2475 (0.2976) loss_cl: -0.2782 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [07:13:03.233054] Epoch: [144] [ 640/2904] eta: 0:29:09 lr: 0.002290 loss: 0.1877 (0.1986) loss_rec_all: 0.2140 (0.2244) loss_rec_sfr: 0.2573 (0.2963) loss_cl: -0.2778 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [07:13:18.139605] Epoch: [144] [ 660/2904] eta: 0:28:52 lr: 0.002290 loss: 0.1893 (0.1988) loss_rec_all: 0.2155 (0.2246) loss_rec_sfr: 0.2771 (0.2966) loss_cl: -0.2793 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [07:13:33.045126] Epoch: [144] [ 680/2904] eta: 0:28:35 lr: 0.002290 loss: 0.1869 (0.1986) loss_rec_all: 0.2130 (0.2244) loss_rec_sfr: 0.2737 (0.2961) loss_cl: -0.2797 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [07:13:47.950549] Epoch: [144] [ 700/2904] eta: 0:28:18 lr: 0.002290 loss: 0.1914 (0.1987) loss_rec_all: 0.2173 (0.2245) loss_rec_sfr: 0.2846 (0.2961) loss_cl: -0.2796 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [07:14:02.857173] Epoch: [144] [ 720/2904] eta: 0:28:01 lr: 0.002290 loss: 0.1892 (0.1986) loss_rec_all: 0.2150 (0.2244) loss_rec_sfr: 0.2784 (0.2962) loss_cl: -0.2785 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [07:14:17.765316] Epoch: [144] [ 740/2904] eta: 0:27:44 lr: 0.002290 loss: 0.1861 (0.1986) loss_rec_all: 0.2121 (0.2244) loss_rec_sfr: 0.2760 (0.2960) loss_cl: -0.2781 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [07:14:32.671326] Epoch: [144] [ 760/2904] eta: 0:27:27 lr: 0.002290 loss: 0.1877 (0.1985) loss_rec_all: 0.2136 (0.2243) loss_rec_sfr: 0.2649 (0.2956) loss_cl: -0.2785 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [07:14:47.579846] Epoch: [144] [ 780/2904] eta: 0:27:11 lr: 0.002290 loss: 0.1873 (0.1983) loss_rec_all: 0.2135 (0.2241) loss_rec_sfr: 0.2715 (0.2948) loss_cl: -0.2792 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [07:15:02.489017] Epoch: [144] [ 800/2904] eta: 0:26:54 lr: 0.002290 loss: 0.1912 (0.1984) loss_rec_all: 0.2172 (0.2242) loss_rec_sfr: 0.2773 (0.2952) loss_cl: -0.2781 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [07:15:17.396126] Epoch: [144] [ 820/2904] eta: 0:26:38 lr: 0.002290 loss: 0.1859 (0.1982) loss_rec_all: 0.2118 (0.2241) loss_rec_sfr: 0.2841 (0.2951) loss_cl: -0.2792 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [07:15:32.299355] Epoch: [144] [ 840/2904] eta: 0:26:21 lr: 0.002290 loss: 0.1876 (0.1984) loss_rec_all: 0.2138 (0.2242) loss_rec_sfr: 0.2751 (0.2955) loss_cl: -0.2793 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [07:15:47.203948] Epoch: [144] [ 860/2904] eta: 0:26:05 lr: 0.002290 loss: 0.1911 (0.1986) loss_rec_all: 0.2168 (0.2244) loss_rec_sfr: 0.2892 (0.2962) loss_cl: -0.2793 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [07:16:02.115056] Epoch: [144] [ 880/2904] eta: 0:25:49 lr: 0.002290 loss: 0.1910 (0.1986) loss_rec_all: 0.2173 (0.2244) loss_rec_sfr: 0.2716 (0.2962) loss_cl: -0.2794 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [07:16:17.026507] Epoch: [144] [ 900/2904] eta: 0:25:32 lr: 0.002290 loss: 0.1898 (0.1985) loss_rec_all: 0.2155 (0.2243) loss_rec_sfr: 0.2613 (0.2959) loss_cl: -0.2783 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [07:16:31.935785] Epoch: [144] [ 920/2904] eta: 0:25:16 lr: 0.002290 loss: 0.1902 (0.1987) loss_rec_all: 0.2163 (0.2245) loss_rec_sfr: 0.2832 (0.2965) loss_cl: -0.2781 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [07:16:46.843201] Epoch: [144] [ 940/2904] eta: 0:25:00 lr: 0.002290 loss: 0.1865 (0.1987) loss_rec_all: 0.2125 (0.2245) loss_rec_sfr: 0.2781 (0.2965) loss_cl: -0.2783 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [07:17:01.752692] Epoch: [144] [ 960/2904] eta: 0:24:44 lr: 0.002290 loss: 0.1906 (0.1989) loss_rec_all: 0.2164 (0.2247) loss_rec_sfr: 0.2808 (0.2974) loss_cl: -0.2786 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [07:17:16.667259] Epoch: [144] [ 980/2904] eta: 0:24:28 lr: 0.002290 loss: 0.1858 (0.1988) loss_rec_all: 0.2119 (0.2246) loss_rec_sfr: 0.2903 (0.2974) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [07:17:31.580223] Epoch: [144] [1000/2904] eta: 0:24:12 lr: 0.002290 loss: 0.1909 (0.1988) loss_rec_all: 0.2171 (0.2246) loss_rec_sfr: 0.2760 (0.2974) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [07:17:46.494203] Epoch: [144] [1020/2904] eta: 0:23:56 lr: 0.002290 loss: 0.1870 (0.1988) loss_rec_all: 0.2129 (0.2246) loss_rec_sfr: 0.2773 (0.2973) loss_cl: -0.2781 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [07:18:01.401314] Epoch: [144] [1040/2904] eta: 0:23:40 lr: 0.002290 loss: 0.1904 (0.1990) loss_rec_all: 0.2165 (0.2248) loss_rec_sfr: 0.2875 (0.2979) loss_cl: -0.2786 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [07:18:16.310984] Epoch: [144] [1060/2904] eta: 0:23:25 lr: 0.002290 loss: 0.1878 (0.1989) loss_rec_all: 0.2142 (0.2247) loss_rec_sfr: 0.2703 (0.2976) loss_cl: -0.2797 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [07:18:31.221284] Epoch: [144] [1080/2904] eta: 0:23:09 lr: 0.002290 loss: 0.1887 (0.1989) loss_rec_all: 0.2147 (0.2247) loss_rec_sfr: 0.2706 (0.2975) loss_cl: -0.2802 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [07:18:46.130248] Epoch: [144] [1100/2904] eta: 0:22:53 lr: 0.002290 loss: 0.1908 (0.1989) loss_rec_all: 0.2168 (0.2247) loss_rec_sfr: 0.2863 (0.2976) loss_cl: -0.2781 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [07:19:01.030482] Epoch: [144] [1120/2904] eta: 0:22:37 lr: 0.002290 loss: 0.1877 (0.1990) loss_rec_all: 0.2140 (0.2247) loss_rec_sfr: 0.2640 (0.2975) loss_cl: -0.2783 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [07:19:15.938037] Epoch: [144] [1140/2904] eta: 0:22:22 lr: 0.002290 loss: 0.1888 (0.1990) loss_rec_all: 0.2147 (0.2248) loss_rec_sfr: 0.2852 (0.2977) loss_cl: -0.2791 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [07:19:30.840968] Epoch: [144] [1160/2904] eta: 0:22:06 lr: 0.002290 loss: 0.1923 (0.1991) loss_rec_all: 0.2185 (0.2249) loss_rec_sfr: 0.2848 (0.2978) loss_cl: -0.2806 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [07:19:45.749136] Epoch: [144] [1180/2904] eta: 0:21:50 lr: 0.002290 loss: 0.1949 (0.1993) loss_rec_all: 0.2208 (0.2251) loss_rec_sfr: 0.2909 (0.2985) loss_cl: -0.2789 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [07:20:00.661686] Epoch: [144] [1200/2904] eta: 0:21:35 lr: 0.002290 loss: 0.1912 (0.1994) loss_rec_all: 0.2170 (0.2251) loss_rec_sfr: 0.2809 (0.2988) loss_cl: -0.2776 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [07:20:15.569012] Epoch: [144] [1220/2904] eta: 0:21:19 lr: 0.002290 loss: 0.1910 (0.1994) loss_rec_all: 0.2167 (0.2252) loss_rec_sfr: 0.2774 (0.2990) loss_cl: -0.2782 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [07:20:30.474601] Epoch: [144] [1240/2904] eta: 0:21:03 lr: 0.002290 loss: 0.1913 (0.1996) loss_rec_all: 0.2170 (0.2254) loss_rec_sfr: 0.2858 (0.2995) loss_cl: -0.2794 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [07:20:45.378227] Epoch: [144] [1260/2904] eta: 0:20:48 lr: 0.002290 loss: 0.1928 (0.1997) loss_rec_all: 0.2190 (0.2255) loss_rec_sfr: 0.2714 (0.2998) loss_cl: -0.2797 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [07:21:00.281607] Epoch: [144] [1280/2904] eta: 0:20:32 lr: 0.002290 loss: 0.1896 (0.1996) loss_rec_all: 0.2158 (0.2254) loss_rec_sfr: 0.2768 (0.2996) loss_cl: -0.2784 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [07:21:15.194514] Epoch: [144] [1300/2904] eta: 0:20:17 lr: 0.002290 loss: 0.1897 (0.1996) loss_rec_all: 0.2159 (0.2254) loss_rec_sfr: 0.2587 (0.2993) loss_cl: -0.2793 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [07:21:30.107300] Epoch: [144] [1320/2904] eta: 0:20:01 lr: 0.002290 loss: 0.1982 (0.1999) loss_rec_all: 0.2243 (0.2257) loss_rec_sfr: 0.2886 (0.3001) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [07:21:45.014192] Epoch: [144] [1340/2904] eta: 0:19:46 lr: 0.002290 loss: 0.1874 (0.1998) loss_rec_all: 0.2132 (0.2256) loss_rec_sfr: 0.2723 (0.2998) loss_cl: -0.2783 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [07:21:59.922944] Epoch: [144] [1360/2904] eta: 0:19:30 lr: 0.002290 loss: 0.1940 (0.1999) loss_rec_all: 0.2200 (0.2257) loss_rec_sfr: 0.2848 (0.3001) loss_cl: -0.2800 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [07:22:14.832867] Epoch: [144] [1380/2904] eta: 0:19:15 lr: 0.002290 loss: 0.1868 (0.1998) loss_rec_all: 0.2125 (0.2256) loss_rec_sfr: 0.2745 (0.2999) loss_cl: -0.2785 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [07:22:29.736324] Epoch: [144] [1400/2904] eta: 0:18:59 lr: 0.002290 loss: 0.1859 (0.1997) loss_rec_all: 0.2118 (0.2255) loss_rec_sfr: 0.2808 (0.2994) loss_cl: -0.2786 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [07:22:44.643955] Epoch: [144] [1420/2904] eta: 0:18:44 lr: 0.002290 loss: 0.1870 (0.1996) loss_rec_all: 0.2129 (0.2254) loss_rec_sfr: 0.2868 (0.2992) loss_cl: -0.2792 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [07:22:59.565017] Epoch: [144] [1440/2904] eta: 0:18:29 lr: 0.002290 loss: 0.1886 (0.1996) loss_rec_all: 0.2146 (0.2254) loss_rec_sfr: 0.2615 (0.2993) loss_cl: -0.2783 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [07:23:14.481142] Epoch: [144] [1460/2904] eta: 0:18:13 lr: 0.002290 loss: 0.1897 (0.1996) loss_rec_all: 0.2157 (0.2253) loss_rec_sfr: 0.2632 (0.2990) loss_cl: -0.2782 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [07:23:29.398692] Epoch: [144] [1480/2904] eta: 0:17:58 lr: 0.002290 loss: 0.1875 (0.1996) loss_rec_all: 0.2139 (0.2254) loss_rec_sfr: 0.2719 (0.2990) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [07:23:44.313023] Epoch: [144] [1500/2904] eta: 0:17:42 lr: 0.002290 loss: 0.1927 (0.1996) loss_rec_all: 0.2185 (0.2254) loss_rec_sfr: 0.2701 (0.2988) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [07:23:59.223195] Epoch: [144] [1520/2904] eta: 0:17:27 lr: 0.002290 loss: 0.1873 (0.1995) loss_rec_all: 0.2133 (0.2253) loss_rec_sfr: 0.2741 (0.2988) loss_cl: -0.2780 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [07:24:14.131194] Epoch: [144] [1540/2904] eta: 0:17:12 lr: 0.002290 loss: 0.1889 (0.1994) loss_rec_all: 0.2150 (0.2252) loss_rec_sfr: 0.2711 (0.2985) loss_cl: -0.2784 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [07:24:29.038327] Epoch: [144] [1560/2904] eta: 0:16:56 lr: 0.002290 loss: 0.1948 (0.1995) loss_rec_all: 0.2207 (0.2253) loss_rec_sfr: 0.2861 (0.2987) loss_cl: -0.2787 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [07:24:43.944338] Epoch: [144] [1580/2904] eta: 0:16:41 lr: 0.002290 loss: 0.1873 (0.1995) loss_rec_all: 0.2135 (0.2253) loss_rec_sfr: 0.2765 (0.2987) loss_cl: -0.2791 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [07:24:58.852504] Epoch: [144] [1600/2904] eta: 0:16:26 lr: 0.002290 loss: 0.1899 (0.1996) loss_rec_all: 0.2160 (0.2254) loss_rec_sfr: 0.2671 (0.2988) loss_cl: -0.2791 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [07:25:13.757702] Epoch: [144] [1620/2904] eta: 0:16:11 lr: 0.002290 loss: 0.1927 (0.1996) loss_rec_all: 0.2185 (0.2254) loss_rec_sfr: 0.2704 (0.2986) loss_cl: -0.2793 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [07:25:28.662075] Epoch: [144] [1640/2904] eta: 0:15:55 lr: 0.002290 loss: 0.1871 (0.1995) loss_rec_all: 0.2130 (0.2253) loss_rec_sfr: 0.2780 (0.2984) loss_cl: -0.2788 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [07:25:43.565409] Epoch: [144] [1660/2904] eta: 0:15:40 lr: 0.002290 loss: 0.1848 (0.1995) loss_rec_all: 0.2105 (0.2253) loss_rec_sfr: 0.2774 (0.2984) loss_cl: -0.2792 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [07:25:58.471025] Epoch: [144] [1680/2904] eta: 0:15:25 lr: 0.002290 loss: 0.1890 (0.1995) loss_rec_all: 0.2147 (0.2253) loss_rec_sfr: 0.2870 (0.2984) loss_cl: -0.2781 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [07:26:13.380144] Epoch: [144] [1700/2904] eta: 0:15:09 lr: 0.002290 loss: 0.1889 (0.1995) loss_rec_all: 0.2148 (0.2252) loss_rec_sfr: 0.2663 (0.2982) loss_cl: -0.2787 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [07:26:28.285650] Epoch: [144] [1720/2904] eta: 0:14:54 lr: 0.002290 loss: 0.1868 (0.1994) loss_rec_all: 0.2127 (0.2252) loss_rec_sfr: 0.2762 (0.2983) loss_cl: -0.2792 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [07:26:43.192782] Epoch: [144] [1740/2904] eta: 0:14:39 lr: 0.002290 loss: 0.1892 (0.1995) loss_rec_all: 0.2152 (0.2253) loss_rec_sfr: 0.2731 (0.2985) loss_cl: -0.2788 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [07:26:58.098820] Epoch: [144] [1760/2904] eta: 0:14:24 lr: 0.002290 loss: 0.1864 (0.1995) loss_rec_all: 0.2125 (0.2253) loss_rec_sfr: 0.2678 (0.2984) loss_cl: -0.2795 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [07:27:13.005485] Epoch: [144] [1780/2904] eta: 0:14:08 lr: 0.002290 loss: 0.1895 (0.1995) loss_rec_all: 0.2154 (0.2253) loss_rec_sfr: 0.2804 (0.2984) loss_cl: -0.2787 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [07:27:27.909584] Epoch: [144] [1800/2904] eta: 0:13:53 lr: 0.002290 loss: 0.1881 (0.1995) loss_rec_all: 0.2141 (0.2253) loss_rec_sfr: 0.2849 (0.2986) loss_cl: -0.2786 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [07:27:42.818588] Epoch: [144] [1820/2904] eta: 0:13:38 lr: 0.002290 loss: 0.1918 (0.1996) loss_rec_all: 0.2180 (0.2254) loss_rec_sfr: 0.2898 (0.2989) loss_cl: -0.2790 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [07:27:57.727268] Epoch: [144] [1840/2904] eta: 0:13:23 lr: 0.002289 loss: 0.1867 (0.1995) loss_rec_all: 0.2126 (0.2253) loss_rec_sfr: 0.2557 (0.2986) loss_cl: -0.2791 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [07:28:12.637928] Epoch: [144] [1860/2904] eta: 0:13:08 lr: 0.002289 loss: 0.1898 (0.1994) loss_rec_all: 0.2157 (0.2252) loss_rec_sfr: 0.2665 (0.2983) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [07:28:27.546203] Epoch: [144] [1880/2904] eta: 0:12:52 lr: 0.002289 loss: 0.1845 (0.1993) loss_rec_all: 0.2103 (0.2251) loss_rec_sfr: 0.2617 (0.2979) loss_cl: -0.2798 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [07:28:42.454513] Epoch: [144] [1900/2904] eta: 0:12:37 lr: 0.002289 loss: 0.1911 (0.1994) loss_rec_all: 0.2170 (0.2252) loss_rec_sfr: 0.2783 (0.2981) loss_cl: -0.2785 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [07:28:57.362500] Epoch: [144] [1920/2904] eta: 0:12:22 lr: 0.002289 loss: 0.1887 (0.1994) loss_rec_all: 0.2149 (0.2251) loss_rec_sfr: 0.2772 (0.2980) loss_cl: -0.2788 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [07:29:12.267131] Epoch: [144] [1940/2904] eta: 0:12:07 lr: 0.002289 loss: 0.1865 (0.1993) loss_rec_all: 0.2126 (0.2251) loss_rec_sfr: 0.2542 (0.2977) loss_cl: -0.2785 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [07:29:27.173874] Epoch: [144] [1960/2904] eta: 0:11:52 lr: 0.002289 loss: 0.1881 (0.1992) loss_rec_all: 0.2141 (0.2250) loss_rec_sfr: 0.2710 (0.2974) loss_cl: -0.2791 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [07:29:42.077583] Epoch: [144] [1980/2904] eta: 0:11:36 lr: 0.002289 loss: 0.1896 (0.1992) loss_rec_all: 0.2154 (0.2250) loss_rec_sfr: 0.2817 (0.2974) loss_cl: -0.2789 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [07:29:56.984770] Epoch: [144] [2000/2904] eta: 0:11:21 lr: 0.002289 loss: 0.1888 (0.1992) loss_rec_all: 0.2147 (0.2250) loss_rec_sfr: 0.2825 (0.2975) loss_cl: -0.2781 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [07:30:11.891290] Epoch: [144] [2020/2904] eta: 0:11:06 lr: 0.002289 loss: 0.1883 (0.1992) loss_rec_all: 0.2142 (0.2250) loss_rec_sfr: 0.2952 (0.2975) loss_cl: -0.2791 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [07:30:26.804944] Epoch: [144] [2040/2904] eta: 0:10:51 lr: 0.002289 loss: 0.1877 (0.1992) loss_rec_all: 0.2134 (0.2250) loss_rec_sfr: 0.2777 (0.2973) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [07:30:41.714274] Epoch: [144] [2060/2904] eta: 0:10:36 lr: 0.002289 loss: 0.1895 (0.1992) loss_rec_all: 0.2155 (0.2250) loss_rec_sfr: 0.2867 (0.2976) loss_cl: -0.2793 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [07:30:56.623207] Epoch: [144] [2080/2904] eta: 0:10:21 lr: 0.002289 loss: 0.1883 (0.1992) loss_rec_all: 0.2143 (0.2250) loss_rec_sfr: 0.2674 (0.2974) loss_cl: -0.2784 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [07:31:11.530312] Epoch: [144] [2100/2904] eta: 0:10:06 lr: 0.002289 loss: 0.1877 (0.1991) loss_rec_all: 0.2139 (0.2249) loss_rec_sfr: 0.2811 (0.2973) loss_cl: -0.2794 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [07:31:26.436967] Epoch: [144] [2120/2904] eta: 0:09:50 lr: 0.002289 loss: 0.1901 (0.1991) loss_rec_all: 0.2159 (0.2249) loss_rec_sfr: 0.2806 (0.2972) loss_cl: -0.2784 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [07:31:41.346425] Epoch: [144] [2140/2904] eta: 0:09:35 lr: 0.002289 loss: 0.1918 (0.1992) loss_rec_all: 0.2177 (0.2250) loss_rec_sfr: 0.2877 (0.2975) loss_cl: -0.2789 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [07:31:56.256441] Epoch: [144] [2160/2904] eta: 0:09:20 lr: 0.002289 loss: 0.1905 (0.1992) loss_rec_all: 0.2166 (0.2250) loss_rec_sfr: 0.2658 (0.2974) loss_cl: -0.2794 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [07:32:11.162332] Epoch: [144] [2180/2904] eta: 0:09:05 lr: 0.002289 loss: 0.1901 (0.1992) loss_rec_all: 0.2164 (0.2250) loss_rec_sfr: 0.2775 (0.2975) loss_cl: -0.2786 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [07:32:26.067437] Epoch: [144] [2200/2904] eta: 0:08:50 lr: 0.002289 loss: 0.1868 (0.1992) loss_rec_all: 0.2128 (0.2250) loss_rec_sfr: 0.2919 (0.2975) loss_cl: -0.2789 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [07:32:40.976926] Epoch: [144] [2220/2904] eta: 0:08:35 lr: 0.002289 loss: 0.1865 (0.1991) loss_rec_all: 0.2125 (0.2249) loss_rec_sfr: 0.2769 (0.2973) loss_cl: -0.2788 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [07:32:55.886978] Epoch: [144] [2240/2904] eta: 0:08:20 lr: 0.002289 loss: 0.1817 (0.1990) loss_rec_all: 0.2079 (0.2248) loss_rec_sfr: 0.2655 (0.2970) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [07:33:10.789770] Epoch: [144] [2260/2904] eta: 0:08:05 lr: 0.002289 loss: 0.1878 (0.1990) loss_rec_all: 0.2137 (0.2248) loss_rec_sfr: 0.2824 (0.2970) loss_cl: -0.2792 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [07:33:25.692478] Epoch: [144] [2280/2904] eta: 0:07:49 lr: 0.002289 loss: 0.1850 (0.1990) loss_rec_all: 0.2110 (0.2248) loss_rec_sfr: 0.2741 (0.2969) loss_cl: -0.2794 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [07:33:40.597831] Epoch: [144] [2300/2904] eta: 0:07:34 lr: 0.002289 loss: 0.1879 (0.1990) loss_rec_all: 0.2139 (0.2248) loss_rec_sfr: 0.2660 (0.2969) loss_cl: -0.2784 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [07:33:55.509352] Epoch: [144] [2320/2904] eta: 0:07:19 lr: 0.002289 loss: 0.1887 (0.1990) loss_rec_all: 0.2145 (0.2248) loss_rec_sfr: 0.2849 (0.2971) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [07:34:10.418670] Epoch: [144] [2340/2904] eta: 0:07:04 lr: 0.002289 loss: 0.1911 (0.1991) loss_rec_all: 0.2170 (0.2249) loss_rec_sfr: 0.2881 (0.2972) loss_cl: -0.2790 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [07:34:25.327987] Epoch: [144] [2360/2904] eta: 0:06:49 lr: 0.002289 loss: 0.1878 (0.1991) loss_rec_all: 0.2138 (0.2249) loss_rec_sfr: 0.2852 (0.2973) loss_cl: -0.2784 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [07:34:40.232099] Epoch: [144] [2380/2904] eta: 0:06:34 lr: 0.002289 loss: 0.1859 (0.1991) loss_rec_all: 0.2119 (0.2249) loss_rec_sfr: 0.2815 (0.2974) loss_cl: -0.2792 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [07:34:55.135932] Epoch: [144] [2400/2904] eta: 0:06:19 lr: 0.002289 loss: 0.1877 (0.1991) loss_rec_all: 0.2135 (0.2249) loss_rec_sfr: 0.2731 (0.2972) loss_cl: -0.2792 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [07:35:10.043080] Epoch: [144] [2420/2904] eta: 0:06:04 lr: 0.002289 loss: 0.1895 (0.1991) loss_rec_all: 0.2154 (0.2249) loss_rec_sfr: 0.2845 (0.2972) loss_cl: -0.2800 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [07:35:24.946298] Epoch: [144] [2440/2904] eta: 0:05:49 lr: 0.002289 loss: 0.1918 (0.1992) loss_rec_all: 0.2176 (0.2250) loss_rec_sfr: 0.2880 (0.2976) loss_cl: -0.2781 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [07:35:39.855999] Epoch: [144] [2460/2904] eta: 0:05:34 lr: 0.002289 loss: 0.1935 (0.1992) loss_rec_all: 0.2193 (0.2250) loss_rec_sfr: 0.2666 (0.2977) loss_cl: -0.2777 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [07:35:54.761610] Epoch: [144] [2480/2904] eta: 0:05:19 lr: 0.002289 loss: 0.1910 (0.1992) loss_rec_all: 0.2169 (0.2250) loss_rec_sfr: 0.2709 (0.2977) loss_cl: -0.2787 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [07:36:09.673609] Epoch: [144] [2500/2904] eta: 0:05:03 lr: 0.002289 loss: 0.1915 (0.1993) loss_rec_all: 0.2175 (0.2251) loss_rec_sfr: 0.2800 (0.2978) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [07:36:24.579047] Epoch: [144] [2520/2904] eta: 0:04:48 lr: 0.002289 loss: 0.1906 (0.1993) loss_rec_all: 0.2163 (0.2251) loss_rec_sfr: 0.2870 (0.2980) loss_cl: -0.2804 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [07:36:39.484650] Epoch: [144] [2540/2904] eta: 0:04:33 lr: 0.002289 loss: 0.1920 (0.1993) loss_rec_all: 0.2184 (0.2251) loss_rec_sfr: 0.2792 (0.2980) loss_cl: -0.2791 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [07:36:54.387771] Epoch: [144] [2560/2904] eta: 0:04:18 lr: 0.002289 loss: 0.1912 (0.1994) loss_rec_all: 0.2170 (0.2252) loss_rec_sfr: 0.2818 (0.2981) loss_cl: -0.2771 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [07:37:09.290691] Epoch: [144] [2580/2904] eta: 0:04:03 lr: 0.002289 loss: 0.1973 (0.1995) loss_rec_all: 0.2230 (0.2253) loss_rec_sfr: 0.2823 (0.2984) loss_cl: -0.2778 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [07:37:24.194695] Epoch: [144] [2600/2904] eta: 0:03:48 lr: 0.002289 loss: 0.1886 (0.1995) loss_rec_all: 0.2147 (0.2253) loss_rec_sfr: 0.2809 (0.2984) loss_cl: -0.2765 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [07:37:39.102597] Epoch: [144] [2620/2904] eta: 0:03:33 lr: 0.002289 loss: 0.1843 (0.1994) loss_rec_all: 0.2106 (0.2252) loss_rec_sfr: 0.2854 (0.2983) loss_cl: -0.2792 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [07:37:54.011870] Epoch: [144] [2640/2904] eta: 0:03:18 lr: 0.002289 loss: 0.1879 (0.1994) loss_rec_all: 0.2142 (0.2252) loss_rec_sfr: 0.2647 (0.2982) loss_cl: -0.2788 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [07:38:08.918929] Epoch: [144] [2660/2904] eta: 0:03:03 lr: 0.002289 loss: 0.1865 (0.1994) loss_rec_all: 0.2127 (0.2252) loss_rec_sfr: 0.2826 (0.2983) loss_cl: -0.2783 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [07:38:23.823835] Epoch: [144] [2680/2904] eta: 0:02:48 lr: 0.002289 loss: 0.1887 (0.1994) loss_rec_all: 0.2147 (0.2252) loss_rec_sfr: 0.2764 (0.2983) loss_cl: -0.2784 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [07:38:38.727450] Epoch: [144] [2700/2904] eta: 0:02:33 lr: 0.002289 loss: 0.1888 (0.1994) loss_rec_all: 0.2148 (0.2252) loss_rec_sfr: 0.2797 (0.2984) loss_cl: -0.2792 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [07:38:53.629430] Epoch: [144] [2720/2904] eta: 0:02:18 lr: 0.002289 loss: 0.1905 (0.1994) loss_rec_all: 0.2163 (0.2252) loss_rec_sfr: 0.2652 (0.2982) loss_cl: -0.2803 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [07:39:08.536411] Epoch: [144] [2740/2904] eta: 0:02:03 lr: 0.002289 loss: 0.1957 (0.1994) loss_rec_all: 0.2215 (0.2252) loss_rec_sfr: 0.2873 (0.2984) loss_cl: -0.2788 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [07:39:23.444274] Epoch: [144] [2760/2904] eta: 0:01:48 lr: 0.002289 loss: 0.1870 (0.1994) loss_rec_all: 0.2126 (0.2252) loss_rec_sfr: 0.2720 (0.2981) loss_cl: -0.2772 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [07:39:38.349373] Epoch: [144] [2780/2904] eta: 0:01:33 lr: 0.002289 loss: 0.1920 (0.1994) loss_rec_all: 0.2176 (0.2252) loss_rec_sfr: 0.2848 (0.2983) loss_cl: -0.2777 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [07:39:53.248879] Epoch: [144] [2800/2904] eta: 0:01:18 lr: 0.002289 loss: 0.1877 (0.1995) loss_rec_all: 0.2134 (0.2253) loss_rec_sfr: 0.2923 (0.2985) loss_cl: -0.2785 (-0.2788) time: 0.7449 data: 0.0002 max mem: 29860 [07:40:08.150702] Epoch: [144] [2820/2904] eta: 0:01:03 lr: 0.002289 loss: 0.1894 (0.1995) loss_rec_all: 0.2157 (0.2253) loss_rec_sfr: 0.2894 (0.2987) loss_cl: -0.2794 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [07:40:23.083571] Epoch: [144] [2840/2904] eta: 0:00:48 lr: 0.002289 loss: 0.1878 (0.1994) loss_rec_all: 0.2136 (0.2252) loss_rec_sfr: 0.2402 (0.2984) loss_cl: -0.2794 (-0.2788) time: 0.7466 data: 0.0023 max mem: 29860 [07:40:37.973090] Epoch: [144] [2860/2904] eta: 0:00:33 lr: 0.002289 loss: 0.1903 (0.1995) loss_rec_all: 0.2165 (0.2253) loss_rec_sfr: 0.2678 (0.2985) loss_cl: -0.2784 (-0.2788) time: 0.7444 data: 0.0001 max mem: 29860 [07:40:52.865442] Epoch: [144] [2880/2904] eta: 0:00:18 lr: 0.002289 loss: 0.1868 (0.1995) loss_rec_all: 0.2133 (0.2252) loss_rec_sfr: 0.2430 (0.2984) loss_cl: -0.2790 (-0.2788) time: 0.7446 data: 0.0001 max mem: 29860 [07:41:07.757612] Epoch: [144] [2900/2904] eta: 0:00:03 lr: 0.002289 loss: 0.1887 (0.1994) loss_rec_all: 0.2150 (0.2252) loss_rec_sfr: 0.2805 (0.2983) loss_cl: -0.2786 (-0.2788) time: 0.7446 data: 0.0001 max mem: 29860 [07:41:09.997918] Epoch: [144] [2903/2904] eta: 0:00:00 lr: 0.002289 loss: 0.1887 (0.1994) loss_rec_all: 0.2150 (0.2252) loss_rec_sfr: 0.2762 (0.2982) loss_cl: -0.2787 (-0.2788) time: 0.7446 data: 0.0001 max mem: 29860 [07:41:12.081690] Epoch: [144] Total time: 0:36:24 (0.7522 s / it) [07:41:12.094277] Averaged stats: lr: 0.002289 loss: 0.1887 (0.2014) loss_rec_all: 0.2150 (0.2249) loss_rec_sfr: 0.2762 (0.2967) loss_cl: -0.2787 (-0.2555) [07:41:12.100567] log_dir: ./checkpoint/VF2_ViT-B [07:41:28.734717] Epoch: [145] [ 0/2904] eta: 13:25:02 lr: 0.002289 loss: 0.1958 (0.1958) loss_rec_all: 0.2219 (0.2219) loss_rec_sfr: 0.2672 (0.2672) loss_cl: -0.2792 (-0.2792) time: 16.6331 data: 14.2337 max mem: 29860 [07:41:44.710176] Epoch: [145] [ 20/2904] eta: 1:14:38 lr: 0.002289 loss: 0.1861 (0.1914) loss_rec_all: 0.2122 (0.2174) loss_rec_sfr: 0.2679 (0.2676) loss_cl: -0.2786 (-0.2785) time: 0.7987 data: 0.0002 max mem: 29860 [07:41:59.580671] Epoch: [145] [ 40/2904] eta: 0:55:16 lr: 0.002289 loss: 0.1873 (0.1938) loss_rec_all: 0.2133 (0.2197) loss_rec_sfr: 0.2811 (0.2786) loss_cl: -0.2798 (-0.2790) time: 0.7435 data: 0.0002 max mem: 29860 [07:42:14.471008] Epoch: [145] [ 60/2904] eta: 0:48:27 lr: 0.002289 loss: 0.1920 (0.1975) loss_rec_all: 0.2179 (0.2234) loss_rec_sfr: 0.2803 (0.2906) loss_cl: -0.2798 (-0.2792) time: 0.7445 data: 0.0002 max mem: 29860 [07:42:29.362458] Epoch: [145] [ 80/2904] eta: 0:44:53 lr: 0.002289 loss: 0.1877 (0.1961) loss_rec_all: 0.2142 (0.2220) loss_rec_sfr: 0.2703 (0.2858) loss_cl: -0.2786 (-0.2791) time: 0.7445 data: 0.0002 max mem: 29860 [07:42:44.261543] Epoch: [145] [ 100/2904] eta: 0:42:38 lr: 0.002289 loss: 0.1843 (0.1951) loss_rec_all: 0.2104 (0.2210) loss_rec_sfr: 0.2750 (0.2846) loss_cl: -0.2776 (-0.2788) time: 0.7449 data: 0.0002 max mem: 29860 [07:42:59.176337] Epoch: [145] [ 120/2904] eta: 0:41:03 lr: 0.002289 loss: 0.1860 (0.1962) loss_rec_all: 0.2118 (0.2220) loss_rec_sfr: 0.2897 (0.2898) loss_cl: -0.2785 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [07:43:14.109496] Epoch: [145] [ 140/2904] eta: 0:39:51 lr: 0.002289 loss: 0.1879 (0.1958) loss_rec_all: 0.2137 (0.2217) loss_rec_sfr: 0.2739 (0.2886) loss_cl: -0.2795 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [07:43:29.022750] Epoch: [145] [ 160/2904] eta: 0:38:53 lr: 0.002289 loss: 0.1884 (0.1955) loss_rec_all: 0.2146 (0.2214) loss_rec_sfr: 0.2701 (0.2871) loss_cl: -0.2794 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [07:43:43.929105] Epoch: [145] [ 180/2904] eta: 0:38:04 lr: 0.002289 loss: 0.1848 (0.1952) loss_rec_all: 0.2107 (0.2211) loss_rec_sfr: 0.2691 (0.2854) loss_cl: -0.2787 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [07:43:58.841396] Epoch: [145] [ 200/2904] eta: 0:37:22 lr: 0.002289 loss: 0.1906 (0.1968) loss_rec_all: 0.2167 (0.2227) loss_rec_sfr: 0.2794 (0.2900) loss_cl: -0.2792 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [07:44:13.758512] Epoch: [145] [ 220/2904] eta: 0:36:46 lr: 0.002289 loss: 0.1861 (0.1964) loss_rec_all: 0.2121 (0.2223) loss_rec_sfr: 0.2414 (0.2883) loss_cl: -0.2797 (-0.2790) time: 0.7458 data: 0.0002 max mem: 29860 [07:44:28.675374] Epoch: [145] [ 240/2904] eta: 0:36:12 lr: 0.002289 loss: 0.1888 (0.1969) loss_rec_all: 0.2146 (0.2228) loss_rec_sfr: 0.2752 (0.2897) loss_cl: -0.2785 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [07:44:43.591085] Epoch: [145] [ 260/2904] eta: 0:35:42 lr: 0.002289 loss: 0.1882 (0.1967) loss_rec_all: 0.2143 (0.2226) loss_rec_sfr: 0.2611 (0.2883) loss_cl: -0.2785 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [07:44:58.511958] Epoch: [145] [ 280/2904] eta: 0:35:14 lr: 0.002289 loss: 0.1886 (0.1965) loss_rec_all: 0.2147 (0.2224) loss_rec_sfr: 0.2703 (0.2875) loss_cl: -0.2802 (-0.2790) time: 0.7460 data: 0.0002 max mem: 29860 [07:45:13.425871] Epoch: [145] [ 300/2904] eta: 0:34:47 lr: 0.002289 loss: 0.1842 (0.1963) loss_rec_all: 0.2103 (0.2222) loss_rec_sfr: 0.2257 (0.2866) loss_cl: -0.2791 (-0.2790) time: 0.7457 data: 0.0002 max mem: 29860 [07:45:28.350753] Epoch: [145] [ 320/2904] eta: 0:34:22 lr: 0.002289 loss: 0.1840 (0.1964) loss_rec_all: 0.2104 (0.2223) loss_rec_sfr: 0.2797 (0.2870) loss_cl: -0.2785 (-0.2790) time: 0.7462 data: 0.0002 max mem: 29860 [07:45:43.257041] Epoch: [145] [ 340/2904] eta: 0:33:58 lr: 0.002288 loss: 0.1959 (0.1965) loss_rec_all: 0.2216 (0.2224) loss_rec_sfr: 0.2769 (0.2868) loss_cl: -0.2783 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [07:45:58.162486] Epoch: [145] [ 360/2904] eta: 0:33:35 lr: 0.002288 loss: 0.1913 (0.1967) loss_rec_all: 0.2170 (0.2226) loss_rec_sfr: 0.2749 (0.2880) loss_cl: -0.2784 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [07:46:13.070666] Epoch: [145] [ 380/2904] eta: 0:33:13 lr: 0.002288 loss: 0.1911 (0.1970) loss_rec_all: 0.2172 (0.2229) loss_rec_sfr: 0.2547 (0.2883) loss_cl: -0.2780 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [07:46:27.985954] Epoch: [145] [ 400/2904] eta: 0:32:52 lr: 0.002288 loss: 0.1888 (0.1972) loss_rec_all: 0.2150 (0.2231) loss_rec_sfr: 0.2751 (0.2883) loss_cl: -0.2792 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [07:46:42.900021] Epoch: [145] [ 420/2904] eta: 0:32:31 lr: 0.002288 loss: 0.1880 (0.1969) loss_rec_all: 0.2139 (0.2227) loss_rec_sfr: 0.2809 (0.2878) loss_cl: -0.2791 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [07:46:57.811891] Epoch: [145] [ 440/2904] eta: 0:32:11 lr: 0.002288 loss: 0.1863 (0.1966) loss_rec_all: 0.2125 (0.2225) loss_rec_sfr: 0.2693 (0.2872) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [07:47:12.723029] Epoch: [145] [ 460/2904] eta: 0:31:51 lr: 0.002288 loss: 0.1843 (0.1965) loss_rec_all: 0.2107 (0.2224) loss_rec_sfr: 0.2732 (0.2868) loss_cl: -0.2785 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [07:47:27.637255] Epoch: [145] [ 480/2904] eta: 0:31:32 lr: 0.002288 loss: 0.1886 (0.1965) loss_rec_all: 0.2146 (0.2224) loss_rec_sfr: 0.2918 (0.2875) loss_cl: -0.2798 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [07:47:42.546201] Epoch: [145] [ 500/2904] eta: 0:31:13 lr: 0.002288 loss: 0.1890 (0.1964) loss_rec_all: 0.2155 (0.2223) loss_rec_sfr: 0.2839 (0.2877) loss_cl: -0.2799 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [07:47:57.456163] Epoch: [145] [ 520/2904] eta: 0:30:54 lr: 0.002288 loss: 0.1854 (0.1963) loss_rec_all: 0.2118 (0.2222) loss_rec_sfr: 0.2639 (0.2871) loss_cl: -0.2796 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [07:48:12.369798] Epoch: [145] [ 540/2904] eta: 0:30:36 lr: 0.002288 loss: 0.1879 (0.1961) loss_rec_all: 0.2137 (0.2220) loss_rec_sfr: 0.2694 (0.2863) loss_cl: -0.2785 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [07:48:27.278667] Epoch: [145] [ 560/2904] eta: 0:30:18 lr: 0.002288 loss: 0.1893 (0.1962) loss_rec_all: 0.2155 (0.2221) loss_rec_sfr: 0.2803 (0.2869) loss_cl: -0.2784 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [07:48:42.189498] Epoch: [145] [ 580/2904] eta: 0:30:00 lr: 0.002288 loss: 0.1934 (0.1966) loss_rec_all: 0.2194 (0.2224) loss_rec_sfr: 0.2777 (0.2877) loss_cl: -0.2791 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [07:48:57.099556] Epoch: [145] [ 600/2904] eta: 0:29:42 lr: 0.002288 loss: 0.1873 (0.1965) loss_rec_all: 0.2134 (0.2224) loss_rec_sfr: 0.2594 (0.2874) loss_cl: -0.2780 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [07:49:12.012679] Epoch: [145] [ 620/2904] eta: 0:29:24 lr: 0.002288 loss: 0.1861 (0.1965) loss_rec_all: 0.2121 (0.2224) loss_rec_sfr: 0.2600 (0.2872) loss_cl: -0.2784 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [07:49:26.927544] Epoch: [145] [ 640/2904] eta: 0:29:07 lr: 0.002288 loss: 0.1879 (0.1966) loss_rec_all: 0.2143 (0.2225) loss_rec_sfr: 0.2832 (0.2877) loss_cl: -0.2781 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [07:49:41.838889] Epoch: [145] [ 660/2904] eta: 0:28:50 lr: 0.002288 loss: 0.1891 (0.1967) loss_rec_all: 0.2156 (0.2226) loss_rec_sfr: 0.2715 (0.2878) loss_cl: -0.2797 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [07:49:56.752658] Epoch: [145] [ 680/2904] eta: 0:28:33 lr: 0.002288 loss: 0.1866 (0.1967) loss_rec_all: 0.2129 (0.2226) loss_rec_sfr: 0.2722 (0.2878) loss_cl: -0.2806 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [07:50:11.666855] Epoch: [145] [ 700/2904] eta: 0:28:16 lr: 0.002288 loss: 0.1869 (0.1965) loss_rec_all: 0.2132 (0.2224) loss_rec_sfr: 0.2708 (0.2874) loss_cl: -0.2797 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [07:50:26.578152] Epoch: [145] [ 720/2904] eta: 0:27:59 lr: 0.002288 loss: 0.1891 (0.1965) loss_rec_all: 0.2150 (0.2224) loss_rec_sfr: 0.2733 (0.2872) loss_cl: -0.2790 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [07:50:41.486536] Epoch: [145] [ 740/2904] eta: 0:27:42 lr: 0.002288 loss: 0.1858 (0.1964) loss_rec_all: 0.2116 (0.2223) loss_rec_sfr: 0.2697 (0.2869) loss_cl: -0.2791 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [07:50:56.419318] Epoch: [145] [ 760/2904] eta: 0:27:26 lr: 0.002288 loss: 0.1879 (0.1967) loss_rec_all: 0.2143 (0.2226) loss_rec_sfr: 0.2819 (0.2879) loss_cl: -0.2788 (-0.2789) time: 0.7466 data: 0.0002 max mem: 29860 [07:51:11.349821] Epoch: [145] [ 780/2904] eta: 0:27:09 lr: 0.002288 loss: 0.1890 (0.1968) loss_rec_all: 0.2149 (0.2227) loss_rec_sfr: 0.2636 (0.2881) loss_cl: -0.2794 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [07:51:26.266986] Epoch: [145] [ 800/2904] eta: 0:26:53 lr: 0.002288 loss: 0.1868 (0.1969) loss_rec_all: 0.2128 (0.2227) loss_rec_sfr: 0.2701 (0.2882) loss_cl: -0.2794 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [07:51:41.184828] Epoch: [145] [ 820/2904] eta: 0:26:36 lr: 0.002288 loss: 0.1936 (0.1970) loss_rec_all: 0.2193 (0.2228) loss_rec_sfr: 0.2748 (0.2885) loss_cl: -0.2781 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [07:51:56.112102] Epoch: [145] [ 840/2904] eta: 0:26:20 lr: 0.002288 loss: 0.1888 (0.1970) loss_rec_all: 0.2145 (0.2229) loss_rec_sfr: 0.2836 (0.2888) loss_cl: -0.2780 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [07:52:11.021702] Epoch: [145] [ 860/2904] eta: 0:26:04 lr: 0.002288 loss: 0.1931 (0.1971) loss_rec_all: 0.2190 (0.2229) loss_rec_sfr: 0.2768 (0.2890) loss_cl: -0.2790 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [07:52:25.932534] Epoch: [145] [ 880/2904] eta: 0:25:47 lr: 0.002288 loss: 0.1872 (0.1970) loss_rec_all: 0.2131 (0.2229) loss_rec_sfr: 0.2708 (0.2890) loss_cl: -0.2793 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [07:52:40.846811] Epoch: [145] [ 900/2904] eta: 0:25:31 lr: 0.002288 loss: 0.1896 (0.1972) loss_rec_all: 0.2153 (0.2230) loss_rec_sfr: 0.2875 (0.2897) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [07:52:55.755580] Epoch: [145] [ 920/2904] eta: 0:25:15 lr: 0.002288 loss: 0.1846 (0.1969) loss_rec_all: 0.2103 (0.2228) loss_rec_sfr: 0.2674 (0.2891) loss_cl: -0.2790 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [07:53:10.668405] Epoch: [145] [ 940/2904] eta: 0:24:59 lr: 0.002288 loss: 0.1935 (0.1970) loss_rec_all: 0.2196 (0.2228) loss_rec_sfr: 0.2670 (0.2890) loss_cl: -0.2796 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [07:53:25.584848] Epoch: [145] [ 960/2904] eta: 0:24:43 lr: 0.002288 loss: 0.1873 (0.1969) loss_rec_all: 0.2135 (0.2228) loss_rec_sfr: 0.2624 (0.2889) loss_cl: -0.2788 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [07:53:40.501186] Epoch: [145] [ 980/2904] eta: 0:24:27 lr: 0.002288 loss: 0.1914 (0.1969) loss_rec_all: 0.2171 (0.2228) loss_rec_sfr: 0.2737 (0.2886) loss_cl: -0.2782 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [07:53:55.427894] Epoch: [145] [1000/2904] eta: 0:24:11 lr: 0.002288 loss: 0.1851 (0.1970) loss_rec_all: 0.2114 (0.2228) loss_rec_sfr: 0.2366 (0.2885) loss_cl: -0.2783 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [07:54:10.342947] Epoch: [145] [1020/2904] eta: 0:23:55 lr: 0.002288 loss: 0.1896 (0.1971) loss_rec_all: 0.2155 (0.2229) loss_rec_sfr: 0.2862 (0.2891) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [07:54:25.259587] Epoch: [145] [1040/2904] eta: 0:23:40 lr: 0.002288 loss: 0.1853 (0.1970) loss_rec_all: 0.2113 (0.2229) loss_rec_sfr: 0.2475 (0.2891) loss_cl: -0.2794 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [07:54:40.178893] Epoch: [145] [1060/2904] eta: 0:23:24 lr: 0.002288 loss: 0.1871 (0.1970) loss_rec_all: 0.2131 (0.2228) loss_rec_sfr: 0.2756 (0.2889) loss_cl: -0.2781 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [07:54:55.097305] Epoch: [145] [1080/2904] eta: 0:23:08 lr: 0.002288 loss: 0.1861 (0.1970) loss_rec_all: 0.2122 (0.2229) loss_rec_sfr: 0.2696 (0.2892) loss_cl: -0.2779 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [07:55:10.015660] Epoch: [145] [1100/2904] eta: 0:22:52 lr: 0.002288 loss: 0.1886 (0.1971) loss_rec_all: 0.2146 (0.2230) loss_rec_sfr: 0.2900 (0.2897) loss_cl: -0.2794 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [07:55:24.934126] Epoch: [145] [1120/2904] eta: 0:22:37 lr: 0.002288 loss: 0.1864 (0.1971) loss_rec_all: 0.2124 (0.2230) loss_rec_sfr: 0.2719 (0.2899) loss_cl: -0.2794 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [07:55:39.844466] Epoch: [145] [1140/2904] eta: 0:22:21 lr: 0.002288 loss: 0.1877 (0.1970) loss_rec_all: 0.2133 (0.2229) loss_rec_sfr: 0.2411 (0.2894) loss_cl: -0.2793 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [07:55:54.753804] Epoch: [145] [1160/2904] eta: 0:22:05 lr: 0.002288 loss: 0.1890 (0.1970) loss_rec_all: 0.2150 (0.2229) loss_rec_sfr: 0.2678 (0.2891) loss_cl: -0.2793 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [07:56:09.667805] Epoch: [145] [1180/2904] eta: 0:21:50 lr: 0.002288 loss: 0.1871 (0.1970) loss_rec_all: 0.2130 (0.2229) loss_rec_sfr: 0.2785 (0.2892) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [07:56:24.588705] Epoch: [145] [1200/2904] eta: 0:21:34 lr: 0.002288 loss: 0.1852 (0.1969) loss_rec_all: 0.2111 (0.2228) loss_rec_sfr: 0.2775 (0.2891) loss_cl: -0.2796 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [07:56:39.506640] Epoch: [145] [1220/2904] eta: 0:21:19 lr: 0.002288 loss: 0.1847 (0.1968) loss_rec_all: 0.2107 (0.2226) loss_rec_sfr: 0.2578 (0.2888) loss_cl: -0.2791 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [07:56:54.427058] Epoch: [145] [1240/2904] eta: 0:21:03 lr: 0.002288 loss: 0.1861 (0.1967) loss_rec_all: 0.2121 (0.2225) loss_rec_sfr: 0.2459 (0.2884) loss_cl: -0.2790 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [07:57:09.337375] Epoch: [145] [1260/2904] eta: 0:20:47 lr: 0.002288 loss: 0.1880 (0.1967) loss_rec_all: 0.2139 (0.2226) loss_rec_sfr: 0.2732 (0.2885) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [07:57:24.248001] Epoch: [145] [1280/2904] eta: 0:20:32 lr: 0.002288 loss: 0.1910 (0.1968) loss_rec_all: 0.2172 (0.2227) loss_rec_sfr: 0.2787 (0.2889) loss_cl: -0.2794 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [07:57:39.161992] Epoch: [145] [1300/2904] eta: 0:20:16 lr: 0.002288 loss: 0.1894 (0.1968) loss_rec_all: 0.2157 (0.2226) loss_rec_sfr: 0.2724 (0.2887) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [07:57:54.079123] Epoch: [145] [1320/2904] eta: 0:20:01 lr: 0.002288 loss: 0.1874 (0.1968) loss_rec_all: 0.2134 (0.2227) loss_rec_sfr: 0.2913 (0.2891) loss_cl: -0.2780 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [07:58:08.993013] Epoch: [145] [1340/2904] eta: 0:19:45 lr: 0.002288 loss: 0.1889 (0.1969) loss_rec_all: 0.2151 (0.2228) loss_rec_sfr: 0.2894 (0.2895) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [07:58:23.912153] Epoch: [145] [1360/2904] eta: 0:19:30 lr: 0.002288 loss: 0.1888 (0.1970) loss_rec_all: 0.2149 (0.2228) loss_rec_sfr: 0.2807 (0.2897) loss_cl: -0.2783 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [07:58:38.831271] Epoch: [145] [1380/2904] eta: 0:19:15 lr: 0.002288 loss: 0.1896 (0.1970) loss_rec_all: 0.2154 (0.2228) loss_rec_sfr: 0.2736 (0.2898) loss_cl: -0.2784 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [07:58:53.742287] Epoch: [145] [1400/2904] eta: 0:18:59 lr: 0.002288 loss: 0.1882 (0.1969) loss_rec_all: 0.2141 (0.2228) loss_rec_sfr: 0.2717 (0.2897) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [07:59:08.658887] Epoch: [145] [1420/2904] eta: 0:18:44 lr: 0.002288 loss: 0.1904 (0.1970) loss_rec_all: 0.2165 (0.2229) loss_rec_sfr: 0.2780 (0.2901) loss_cl: -0.2796 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [07:59:23.570700] Epoch: [145] [1440/2904] eta: 0:18:28 lr: 0.002288 loss: 0.1916 (0.1971) loss_rec_all: 0.2175 (0.2230) loss_rec_sfr: 0.2697 (0.2902) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [07:59:38.476502] Epoch: [145] [1460/2904] eta: 0:18:13 lr: 0.002288 loss: 0.1892 (0.1972) loss_rec_all: 0.2150 (0.2230) loss_rec_sfr: 0.2796 (0.2904) loss_cl: -0.2790 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [07:59:53.391074] Epoch: [145] [1480/2904] eta: 0:17:58 lr: 0.002288 loss: 0.1903 (0.1971) loss_rec_all: 0.2160 (0.2230) loss_rec_sfr: 0.2853 (0.2905) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [08:00:08.304702] Epoch: [145] [1500/2904] eta: 0:17:42 lr: 0.002288 loss: 0.1904 (0.1973) loss_rec_all: 0.2165 (0.2231) loss_rec_sfr: 0.2971 (0.2910) loss_cl: -0.2783 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [08:00:23.213095] Epoch: [145] [1520/2904] eta: 0:17:27 lr: 0.002288 loss: 0.1883 (0.1973) loss_rec_all: 0.2144 (0.2231) loss_rec_sfr: 0.2744 (0.2910) loss_cl: -0.2784 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [08:00:38.131534] Epoch: [145] [1540/2904] eta: 0:17:12 lr: 0.002288 loss: 0.1901 (0.1973) loss_rec_all: 0.2165 (0.2231) loss_rec_sfr: 0.2753 (0.2909) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [08:00:53.044373] Epoch: [145] [1560/2904] eta: 0:16:56 lr: 0.002288 loss: 0.1846 (0.1972) loss_rec_all: 0.2106 (0.2230) loss_rec_sfr: 0.2662 (0.2906) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [08:01:07.953050] Epoch: [145] [1580/2904] eta: 0:16:41 lr: 0.002288 loss: 0.1886 (0.1972) loss_rec_all: 0.2145 (0.2231) loss_rec_sfr: 0.2831 (0.2907) loss_cl: -0.2794 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [08:01:22.867743] Epoch: [145] [1600/2904] eta: 0:16:26 lr: 0.002288 loss: 0.1868 (0.1973) loss_rec_all: 0.2129 (0.2231) loss_rec_sfr: 0.2749 (0.2908) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [08:01:37.774558] Epoch: [145] [1620/2904] eta: 0:16:10 lr: 0.002288 loss: 0.1902 (0.1973) loss_rec_all: 0.2161 (0.2231) loss_rec_sfr: 0.2825 (0.2909) loss_cl: -0.2783 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [08:01:52.685681] Epoch: [145] [1640/2904] eta: 0:15:55 lr: 0.002288 loss: 0.1902 (0.1974) loss_rec_all: 0.2165 (0.2232) loss_rec_sfr: 0.2898 (0.2912) loss_cl: -0.2793 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [08:02:07.597478] Epoch: [145] [1660/2904] eta: 0:15:40 lr: 0.002288 loss: 0.1864 (0.1974) loss_rec_all: 0.2126 (0.2232) loss_rec_sfr: 0.2663 (0.2911) loss_cl: -0.2791 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [08:02:22.512917] Epoch: [145] [1680/2904] eta: 0:15:24 lr: 0.002288 loss: 0.1870 (0.1974) loss_rec_all: 0.2127 (0.2232) loss_rec_sfr: 0.2839 (0.2911) loss_cl: -0.2779 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [08:02:37.421858] Epoch: [145] [1700/2904] eta: 0:15:09 lr: 0.002288 loss: 0.1909 (0.1974) loss_rec_all: 0.2169 (0.2232) loss_rec_sfr: 0.2742 (0.2912) loss_cl: -0.2782 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [08:02:52.331474] Epoch: [145] [1720/2904] eta: 0:14:54 lr: 0.002287 loss: 0.1940 (0.1975) loss_rec_all: 0.2198 (0.2233) loss_rec_sfr: 0.2710 (0.2914) loss_cl: -0.2786 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [08:03:07.248257] Epoch: [145] [1740/2904] eta: 0:14:39 lr: 0.002287 loss: 0.1901 (0.1974) loss_rec_all: 0.2164 (0.2232) loss_rec_sfr: 0.2603 (0.2911) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [08:03:22.163168] Epoch: [145] [1760/2904] eta: 0:14:24 lr: 0.002287 loss: 0.1894 (0.1974) loss_rec_all: 0.2154 (0.2232) loss_rec_sfr: 0.2704 (0.2911) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [08:03:37.076801] Epoch: [145] [1780/2904] eta: 0:14:08 lr: 0.002287 loss: 0.1889 (0.1974) loss_rec_all: 0.2151 (0.2232) loss_rec_sfr: 0.2832 (0.2911) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [08:03:51.986408] Epoch: [145] [1800/2904] eta: 0:13:53 lr: 0.002287 loss: 0.1862 (0.1974) loss_rec_all: 0.2122 (0.2233) loss_rec_sfr: 0.2654 (0.2912) loss_cl: -0.2791 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [08:04:06.896477] Epoch: [145] [1820/2904] eta: 0:13:38 lr: 0.002287 loss: 0.1897 (0.1975) loss_rec_all: 0.2155 (0.2233) loss_rec_sfr: 0.2817 (0.2914) loss_cl: -0.2791 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [08:04:21.808723] Epoch: [145] [1840/2904] eta: 0:13:23 lr: 0.002287 loss: 0.1929 (0.1976) loss_rec_all: 0.2190 (0.2234) loss_rec_sfr: 0.2835 (0.2917) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [08:04:36.716494] Epoch: [145] [1860/2904] eta: 0:13:07 lr: 0.002287 loss: 0.1869 (0.1976) loss_rec_all: 0.2128 (0.2234) loss_rec_sfr: 0.2685 (0.2917) loss_cl: -0.2790 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [08:04:51.626517] Epoch: [145] [1880/2904] eta: 0:12:52 lr: 0.002287 loss: 0.1961 (0.1977) loss_rec_all: 0.2218 (0.2235) loss_rec_sfr: 0.2891 (0.2921) loss_cl: -0.2793 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [08:05:06.534649] Epoch: [145] [1900/2904] eta: 0:12:37 lr: 0.002287 loss: 0.1869 (0.1977) loss_rec_all: 0.2132 (0.2235) loss_rec_sfr: 0.2840 (0.2921) loss_cl: -0.2785 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [08:05:21.443505] Epoch: [145] [1920/2904] eta: 0:12:22 lr: 0.002287 loss: 0.1869 (0.1976) loss_rec_all: 0.2131 (0.2235) loss_rec_sfr: 0.2456 (0.2919) loss_cl: -0.2785 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [08:05:36.352557] Epoch: [145] [1940/2904] eta: 0:12:07 lr: 0.002287 loss: 0.1876 (0.1976) loss_rec_all: 0.2136 (0.2235) loss_rec_sfr: 0.2730 (0.2919) loss_cl: -0.2784 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [08:05:51.264667] Epoch: [145] [1960/2904] eta: 0:11:52 lr: 0.002287 loss: 0.1895 (0.1977) loss_rec_all: 0.2155 (0.2236) loss_rec_sfr: 0.2886 (0.2922) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [08:06:06.172748] Epoch: [145] [1980/2904] eta: 0:11:36 lr: 0.002287 loss: 0.1902 (0.1977) loss_rec_all: 0.2159 (0.2235) loss_rec_sfr: 0.2826 (0.2922) loss_cl: -0.2786 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [08:06:21.081855] Epoch: [145] [2000/2904] eta: 0:11:21 lr: 0.002287 loss: 0.1862 (0.1977) loss_rec_all: 0.2127 (0.2236) loss_rec_sfr: 0.2378 (0.2922) loss_cl: -0.2799 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [08:06:35.990878] Epoch: [145] [2020/2904] eta: 0:11:06 lr: 0.002287 loss: 0.1925 (0.1978) loss_rec_all: 0.2183 (0.2236) loss_rec_sfr: 0.2793 (0.2923) loss_cl: -0.2784 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [08:06:50.893275] Epoch: [145] [2040/2904] eta: 0:10:51 lr: 0.002287 loss: 0.1875 (0.1977) loss_rec_all: 0.2137 (0.2235) loss_rec_sfr: 0.2692 (0.2920) loss_cl: -0.2783 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [08:07:05.799535] Epoch: [145] [2060/2904] eta: 0:10:36 lr: 0.002287 loss: 0.1877 (0.1977) loss_rec_all: 0.2136 (0.2235) loss_rec_sfr: 0.2694 (0.2919) loss_cl: -0.2786 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [08:07:20.708196] Epoch: [145] [2080/2904] eta: 0:10:21 lr: 0.002287 loss: 0.1879 (0.1977) loss_rec_all: 0.2140 (0.2235) loss_rec_sfr: 0.2759 (0.2919) loss_cl: -0.2785 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [08:07:35.619722] Epoch: [145] [2100/2904] eta: 0:10:05 lr: 0.002287 loss: 0.1874 (0.1976) loss_rec_all: 0.2136 (0.2235) loss_rec_sfr: 0.2653 (0.2917) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [08:07:50.528704] Epoch: [145] [2120/2904] eta: 0:09:50 lr: 0.002287 loss: 0.1895 (0.1976) loss_rec_all: 0.2152 (0.2235) loss_rec_sfr: 0.2731 (0.2916) loss_cl: -0.2789 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [08:08:05.435866] Epoch: [145] [2140/2904] eta: 0:09:35 lr: 0.002287 loss: 0.1932 (0.1977) loss_rec_all: 0.2189 (0.2235) loss_rec_sfr: 0.2840 (0.2918) loss_cl: -0.2788 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [08:08:20.348655] Epoch: [145] [2160/2904] eta: 0:09:20 lr: 0.002287 loss: 0.1886 (0.1978) loss_rec_all: 0.2146 (0.2236) loss_rec_sfr: 0.2828 (0.2920) loss_cl: -0.2799 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [08:08:35.255541] Epoch: [145] [2180/2904] eta: 0:09:05 lr: 0.002287 loss: 0.1862 (0.1978) loss_rec_all: 0.2123 (0.2236) loss_rec_sfr: 0.2832 (0.2921) loss_cl: -0.2785 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [08:08:50.163385] Epoch: [145] [2200/2904] eta: 0:08:50 lr: 0.002287 loss: 0.1851 (0.1977) loss_rec_all: 0.2112 (0.2235) loss_rec_sfr: 0.2655 (0.2919) loss_cl: -0.2783 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [08:09:05.075016] Epoch: [145] [2220/2904] eta: 0:08:35 lr: 0.002287 loss: 0.1887 (0.1977) loss_rec_all: 0.2144 (0.2236) loss_rec_sfr: 0.2685 (0.2920) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [08:09:19.986826] Epoch: [145] [2240/2904] eta: 0:08:20 lr: 0.002287 loss: 0.1899 (0.1977) loss_rec_all: 0.2159 (0.2236) loss_rec_sfr: 0.2663 (0.2920) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [08:09:34.899058] Epoch: [145] [2260/2904] eta: 0:08:04 lr: 0.002287 loss: 0.1850 (0.1976) loss_rec_all: 0.2112 (0.2235) loss_rec_sfr: 0.2418 (0.2916) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [08:09:49.810026] Epoch: [145] [2280/2904] eta: 0:07:49 lr: 0.002287 loss: 0.1926 (0.1977) loss_rec_all: 0.2186 (0.2235) loss_rec_sfr: 0.2830 (0.2919) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [08:10:04.719093] Epoch: [145] [2300/2904] eta: 0:07:34 lr: 0.002287 loss: 0.1910 (0.1977) loss_rec_all: 0.2173 (0.2236) loss_rec_sfr: 0.2733 (0.2920) loss_cl: -0.2783 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [08:10:19.627492] Epoch: [145] [2320/2904] eta: 0:07:19 lr: 0.002287 loss: 0.1911 (0.1977) loss_rec_all: 0.2169 (0.2236) loss_rec_sfr: 0.2724 (0.2919) loss_cl: -0.2791 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [08:10:34.533103] Epoch: [145] [2340/2904] eta: 0:07:04 lr: 0.002287 loss: 0.1862 (0.1977) loss_rec_all: 0.2122 (0.2235) loss_rec_sfr: 0.2723 (0.2918) loss_cl: -0.2795 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [08:10:49.443568] Epoch: [145] [2360/2904] eta: 0:06:49 lr: 0.002287 loss: 0.1881 (0.1977) loss_rec_all: 0.2142 (0.2235) loss_rec_sfr: 0.2689 (0.2918) loss_cl: -0.2794 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [08:11:04.355451] Epoch: [145] [2380/2904] eta: 0:06:34 lr: 0.002287 loss: 0.1883 (0.1977) loss_rec_all: 0.2142 (0.2235) loss_rec_sfr: 0.2882 (0.2919) loss_cl: -0.2794 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [08:11:19.264586] Epoch: [145] [2400/2904] eta: 0:06:19 lr: 0.002287 loss: 0.1877 (0.1977) loss_rec_all: 0.2136 (0.2235) loss_rec_sfr: 0.2897 (0.2920) loss_cl: -0.2786 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [08:11:34.173065] Epoch: [145] [2420/2904] eta: 0:06:04 lr: 0.002287 loss: 0.1900 (0.1977) loss_rec_all: 0.2158 (0.2235) loss_rec_sfr: 0.2625 (0.2919) loss_cl: -0.2789 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [08:11:49.082350] Epoch: [145] [2440/2904] eta: 0:05:49 lr: 0.002287 loss: 0.1868 (0.1976) loss_rec_all: 0.2128 (0.2234) loss_rec_sfr: 0.2770 (0.2916) loss_cl: -0.2802 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [08:12:03.992864] Epoch: [145] [2460/2904] eta: 0:05:34 lr: 0.002287 loss: 0.1887 (0.1976) loss_rec_all: 0.2149 (0.2235) loss_rec_sfr: 0.2887 (0.2917) loss_cl: -0.2794 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [08:12:18.903461] Epoch: [145] [2480/2904] eta: 0:05:19 lr: 0.002287 loss: 0.1907 (0.1976) loss_rec_all: 0.2171 (0.2235) loss_rec_sfr: 0.2643 (0.2916) loss_cl: -0.2783 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [08:12:33.820541] Epoch: [145] [2500/2904] eta: 0:05:03 lr: 0.002287 loss: 0.1885 (0.1977) loss_rec_all: 0.2145 (0.2235) loss_rec_sfr: 0.2791 (0.2918) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [08:12:48.733903] Epoch: [145] [2520/2904] eta: 0:04:48 lr: 0.002287 loss: 0.1872 (0.1976) loss_rec_all: 0.2134 (0.2235) loss_rec_sfr: 0.2736 (0.2916) loss_cl: -0.2783 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [08:13:03.646509] Epoch: [145] [2540/2904] eta: 0:04:33 lr: 0.002287 loss: 0.1884 (0.1976) loss_rec_all: 0.2146 (0.2235) loss_rec_sfr: 0.2677 (0.2916) loss_cl: -0.2784 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [08:13:18.556535] Epoch: [145] [2560/2904] eta: 0:04:18 lr: 0.002287 loss: 0.1875 (0.1977) loss_rec_all: 0.2136 (0.2235) loss_rec_sfr: 0.2688 (0.2917) loss_cl: -0.2785 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [08:13:33.469328] Epoch: [145] [2580/2904] eta: 0:04:03 lr: 0.002287 loss: 0.1862 (0.1976) loss_rec_all: 0.2121 (0.2235) loss_rec_sfr: 0.2673 (0.2916) loss_cl: -0.2796 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [08:13:48.384203] Epoch: [145] [2600/2904] eta: 0:03:48 lr: 0.002287 loss: 0.1968 (0.1977) loss_rec_all: 0.2228 (0.2235) loss_rec_sfr: 0.2747 (0.2917) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [08:14:03.300568] Epoch: [145] [2620/2904] eta: 0:03:33 lr: 0.002287 loss: 0.1876 (0.1977) loss_rec_all: 0.2132 (0.2236) loss_rec_sfr: 0.2868 (0.2919) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [08:14:18.213038] Epoch: [145] [2640/2904] eta: 0:03:18 lr: 0.002287 loss: 0.1892 (0.1977) loss_rec_all: 0.2154 (0.2236) loss_rec_sfr: 0.2695 (0.2919) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [08:14:33.121808] Epoch: [145] [2660/2904] eta: 0:03:03 lr: 0.002287 loss: 0.1888 (0.1977) loss_rec_all: 0.2145 (0.2236) loss_rec_sfr: 0.2773 (0.2919) loss_cl: -0.2790 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [08:14:48.036076] Epoch: [145] [2680/2904] eta: 0:02:48 lr: 0.002287 loss: 0.1938 (0.1978) loss_rec_all: 0.2198 (0.2237) loss_rec_sfr: 0.2842 (0.2923) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [08:15:02.944870] Epoch: [145] [2700/2904] eta: 0:02:33 lr: 0.002287 loss: 0.1909 (0.1979) loss_rec_all: 0.2168 (0.2237) loss_rec_sfr: 0.2784 (0.2924) loss_cl: -0.2785 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [08:15:17.852998] Epoch: [145] [2720/2904] eta: 0:02:18 lr: 0.002287 loss: 0.1852 (0.1979) loss_rec_all: 0.2111 (0.2237) loss_rec_sfr: 0.2792 (0.2924) loss_cl: -0.2782 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [08:15:32.771065] Epoch: [145] [2740/2904] eta: 0:02:03 lr: 0.002287 loss: 0.1864 (0.1979) loss_rec_all: 0.2122 (0.2237) loss_rec_sfr: 0.2906 (0.2926) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [08:15:47.678115] Epoch: [145] [2760/2904] eta: 0:01:48 lr: 0.002287 loss: 0.1878 (0.1979) loss_rec_all: 0.2137 (0.2237) loss_rec_sfr: 0.2806 (0.2926) loss_cl: -0.2794 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [08:16:02.592618] Epoch: [145] [2780/2904] eta: 0:01:33 lr: 0.002287 loss: 0.1898 (0.1979) loss_rec_all: 0.2160 (0.2237) loss_rec_sfr: 0.2851 (0.2927) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [08:16:17.507631] Epoch: [145] [2800/2904] eta: 0:01:18 lr: 0.002287 loss: 0.1886 (0.1979) loss_rec_all: 0.2146 (0.2237) loss_rec_sfr: 0.2591 (0.2926) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [08:16:32.425289] Epoch: [145] [2820/2904] eta: 0:01:03 lr: 0.002287 loss: 0.1904 (0.1979) loss_rec_all: 0.2166 (0.2237) loss_rec_sfr: 0.2770 (0.2926) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [08:16:47.373593] Epoch: [145] [2840/2904] eta: 0:00:48 lr: 0.002287 loss: 0.1883 (0.1979) loss_rec_all: 0.2143 (0.2237) loss_rec_sfr: 0.2831 (0.2928) loss_cl: -0.2782 (-0.2788) time: 0.7474 data: 0.0023 max mem: 29860 [08:17:02.279039] Epoch: [145] [2860/2904] eta: 0:00:33 lr: 0.002287 loss: 0.1899 (0.1980) loss_rec_all: 0.2157 (0.2238) loss_rec_sfr: 0.2875 (0.2930) loss_cl: -0.2783 (-0.2788) time: 0.7452 data: 0.0001 max mem: 29860 [08:17:17.172908] Epoch: [145] [2880/2904] eta: 0:00:18 lr: 0.002287 loss: 0.1849 (0.1979) loss_rec_all: 0.2107 (0.2238) loss_rec_sfr: 0.2620 (0.2929) loss_cl: -0.2787 (-0.2788) time: 0.7447 data: 0.0001 max mem: 29860 [08:17:32.063321] Epoch: [145] [2900/2904] eta: 0:00:03 lr: 0.002287 loss: 0.1883 (0.1979) loss_rec_all: 0.2143 (0.2238) loss_rec_sfr: 0.2844 (0.2929) loss_cl: -0.2787 (-0.2788) time: 0.7445 data: 0.0001 max mem: 29860 [08:17:34.303980] Epoch: [145] [2903/2904] eta: 0:00:00 lr: 0.002287 loss: 0.1896 (0.1979) loss_rec_all: 0.2155 (0.2238) loss_rec_sfr: 0.2844 (0.2928) loss_cl: -0.2789 (-0.2788) time: 0.7445 data: 0.0001 max mem: 29860 [08:17:36.417472] Epoch: [145] Total time: 0:36:24 (0.7522 s / it) [08:17:36.418650] Averaged stats: lr: 0.002287 loss: 0.1896 (0.2006) loss_rec_all: 0.2155 (0.2241) loss_rec_sfr: 0.2844 (0.2941) loss_cl: -0.2789 (-0.2555) [08:17:36.424177] log_dir: ./checkpoint/VF2_ViT-B [08:17:54.011864] Epoch: [146] [ 0/2904] eta: 14:11:12 lr: 0.002287 loss: 0.2624 (0.2624) loss_rec_all: 0.2869 (0.2869) loss_rec_sfr: 0.4833 (0.4833) loss_cl: -0.2794 (-0.2794) time: 17.5869 data: 9.2698 max mem: 29860 [08:18:10.940954] Epoch: [146] [ 20/2904] eta: 1:19:00 lr: 0.002287 loss: 0.1877 (0.2055) loss_rec_all: 0.2137 (0.2311) loss_rec_sfr: 0.2824 (0.3239) loss_cl: -0.2794 (-0.2793) time: 0.8464 data: 0.0070 max mem: 29860 [08:18:25.810019] Epoch: [146] [ 40/2904] eta: 0:57:29 lr: 0.002287 loss: 0.1869 (0.1982) loss_rec_all: 0.2127 (0.2240) loss_rec_sfr: 0.2734 (0.2970) loss_cl: -0.2789 (-0.2792) time: 0.7434 data: 0.0002 max mem: 29860 [08:18:40.685884] Epoch: [146] [ 60/2904] eta: 0:49:55 lr: 0.002287 loss: 0.1857 (0.1967) loss_rec_all: 0.2117 (0.2226) loss_rec_sfr: 0.2620 (0.2888) loss_cl: -0.2796 (-0.2792) time: 0.7438 data: 0.0002 max mem: 29860 [08:18:55.565555] Epoch: [146] [ 80/2904] eta: 0:45:59 lr: 0.002287 loss: 0.1858 (0.1969) loss_rec_all: 0.2121 (0.2227) loss_rec_sfr: 0.2860 (0.2939) loss_cl: -0.2795 (-0.2792) time: 0.7439 data: 0.0002 max mem: 29860 [08:19:10.464887] Epoch: [146] [ 100/2904] eta: 0:43:30 lr: 0.002287 loss: 0.1832 (0.1963) loss_rec_all: 0.2093 (0.2221) loss_rec_sfr: 0.2603 (0.2915) loss_cl: -0.2783 (-0.2790) time: 0.7449 data: 0.0002 max mem: 29860 [08:19:25.373250] Epoch: [146] [ 120/2904] eta: 0:41:46 lr: 0.002287 loss: 0.1888 (0.1964) loss_rec_all: 0.2151 (0.2223) loss_rec_sfr: 0.2627 (0.2903) loss_cl: -0.2782 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [08:19:40.308876] Epoch: [146] [ 140/2904] eta: 0:40:28 lr: 0.002287 loss: 0.1872 (0.1965) loss_rec_all: 0.2132 (0.2223) loss_rec_sfr: 0.2717 (0.2900) loss_cl: -0.2794 (-0.2789) time: 0.7467 data: 0.0002 max mem: 29860 [08:19:55.225953] Epoch: [146] [ 160/2904] eta: 0:39:25 lr: 0.002287 loss: 0.1862 (0.1963) loss_rec_all: 0.2126 (0.2222) loss_rec_sfr: 0.2736 (0.2903) loss_cl: -0.2791 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [08:20:10.146334] Epoch: [146] [ 180/2904] eta: 0:38:33 lr: 0.002287 loss: 0.1887 (0.1965) loss_rec_all: 0.2144 (0.2224) loss_rec_sfr: 0.2876 (0.2914) loss_cl: -0.2782 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [08:20:25.061520] Epoch: [146] [ 200/2904] eta: 0:37:48 lr: 0.002286 loss: 0.1837 (0.1960) loss_rec_all: 0.2100 (0.2218) loss_rec_sfr: 0.2707 (0.2896) loss_cl: -0.2789 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [08:20:39.972415] Epoch: [146] [ 220/2904] eta: 0:37:09 lr: 0.002286 loss: 0.1877 (0.1958) loss_rec_all: 0.2136 (0.2216) loss_rec_sfr: 0.2840 (0.2904) loss_cl: -0.2788 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [08:20:54.883432] Epoch: [146] [ 240/2904] eta: 0:36:33 lr: 0.002286 loss: 0.1888 (0.1962) loss_rec_all: 0.2148 (0.2220) loss_rec_sfr: 0.2849 (0.2920) loss_cl: -0.2796 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [08:21:09.816606] Epoch: [146] [ 260/2904] eta: 0:36:01 lr: 0.002286 loss: 0.1897 (0.1965) loss_rec_all: 0.2157 (0.2224) loss_rec_sfr: 0.2807 (0.2926) loss_cl: -0.2796 (-0.2790) time: 0.7466 data: 0.0002 max mem: 29860 [08:21:24.731152] Epoch: [146] [ 280/2904] eta: 0:35:31 lr: 0.002286 loss: 0.1889 (0.1971) loss_rec_all: 0.2148 (0.2229) loss_rec_sfr: 0.2778 (0.2939) loss_cl: -0.2788 (-0.2790) time: 0.7457 data: 0.0002 max mem: 29860 [08:21:39.649495] Epoch: [146] [ 300/2904] eta: 0:35:04 lr: 0.002286 loss: 0.1848 (0.1966) loss_rec_all: 0.2110 (0.2224) loss_rec_sfr: 0.2505 (0.2917) loss_cl: -0.2781 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [08:21:54.582128] Epoch: [146] [ 320/2904] eta: 0:34:38 lr: 0.002286 loss: 0.1864 (0.1963) loss_rec_all: 0.2122 (0.2221) loss_rec_sfr: 0.2735 (0.2905) loss_cl: -0.2780 (-0.2789) time: 0.7466 data: 0.0002 max mem: 29860 [08:22:09.493120] Epoch: [146] [ 340/2904] eta: 0:34:13 lr: 0.002286 loss: 0.1850 (0.1961) loss_rec_all: 0.2108 (0.2219) loss_rec_sfr: 0.2802 (0.2902) loss_cl: -0.2791 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [08:22:24.536081] Epoch: [146] [ 360/2904] eta: 0:33:50 lr: 0.002286 loss: 0.1903 (0.1966) loss_rec_all: 0.2163 (0.2224) loss_rec_sfr: 0.2783 (0.2914) loss_cl: -0.2793 (-0.2789) time: 0.7521 data: 0.0002 max mem: 29860 [08:22:39.448363] Epoch: [146] [ 380/2904] eta: 0:33:27 lr: 0.002286 loss: 0.1897 (0.1967) loss_rec_all: 0.2156 (0.2225) loss_rec_sfr: 0.2736 (0.2915) loss_cl: -0.2781 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [08:22:54.357307] Epoch: [146] [ 400/2904] eta: 0:33:05 lr: 0.002286 loss: 0.1956 (0.1974) loss_rec_all: 0.2214 (0.2232) loss_rec_sfr: 0.2836 (0.2938) loss_cl: -0.2775 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [08:23:09.266124] Epoch: [146] [ 420/2904] eta: 0:32:43 lr: 0.002286 loss: 0.1894 (0.1975) loss_rec_all: 0.2151 (0.2233) loss_rec_sfr: 0.2773 (0.2942) loss_cl: -0.2782 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [08:23:24.177113] Epoch: [146] [ 440/2904] eta: 0:32:22 lr: 0.002286 loss: 0.1922 (0.1974) loss_rec_all: 0.2184 (0.2232) loss_rec_sfr: 0.2764 (0.2938) loss_cl: -0.2806 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [08:23:39.093588] Epoch: [146] [ 460/2904] eta: 0:32:02 lr: 0.002286 loss: 0.1866 (0.1973) loss_rec_all: 0.2129 (0.2231) loss_rec_sfr: 0.2908 (0.2947) loss_cl: -0.2794 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [08:23:54.009708] Epoch: [146] [ 480/2904] eta: 0:31:42 lr: 0.002286 loss: 0.1889 (0.1971) loss_rec_all: 0.2149 (0.2229) loss_rec_sfr: 0.2807 (0.2941) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [08:24:08.924423] Epoch: [146] [ 500/2904] eta: 0:31:23 lr: 0.002286 loss: 0.1847 (0.1970) loss_rec_all: 0.2108 (0.2228) loss_rec_sfr: 0.2655 (0.2934) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [08:24:23.838459] Epoch: [146] [ 520/2904] eta: 0:31:04 lr: 0.002286 loss: 0.1897 (0.1968) loss_rec_all: 0.2159 (0.2226) loss_rec_sfr: 0.2636 (0.2922) loss_cl: -0.2795 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [08:24:38.751634] Epoch: [146] [ 540/2904] eta: 0:30:45 lr: 0.002286 loss: 0.1949 (0.1972) loss_rec_all: 0.2210 (0.2230) loss_rec_sfr: 0.2709 (0.2931) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [08:24:53.665040] Epoch: [146] [ 560/2904] eta: 0:30:26 lr: 0.002286 loss: 0.1877 (0.1970) loss_rec_all: 0.2136 (0.2228) loss_rec_sfr: 0.2649 (0.2922) loss_cl: -0.2789 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [08:25:08.585701] Epoch: [146] [ 580/2904] eta: 0:30:08 lr: 0.002286 loss: 0.1911 (0.1972) loss_rec_all: 0.2169 (0.2230) loss_rec_sfr: 0.2767 (0.2931) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [08:25:23.501717] Epoch: [146] [ 600/2904] eta: 0:29:50 lr: 0.002286 loss: 0.1861 (0.1969) loss_rec_all: 0.2121 (0.2227) loss_rec_sfr: 0.2673 (0.2923) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [08:25:38.417265] Epoch: [146] [ 620/2904] eta: 0:29:32 lr: 0.002286 loss: 0.1835 (0.1966) loss_rec_all: 0.2097 (0.2225) loss_rec_sfr: 0.2663 (0.2914) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [08:25:53.327374] Epoch: [146] [ 640/2904] eta: 0:29:14 lr: 0.002286 loss: 0.1902 (0.1968) loss_rec_all: 0.2159 (0.2226) loss_rec_sfr: 0.2866 (0.2921) loss_cl: -0.2779 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [08:26:08.233168] Epoch: [146] [ 660/2904] eta: 0:28:57 lr: 0.002286 loss: 0.1869 (0.1967) loss_rec_all: 0.2136 (0.2225) loss_rec_sfr: 0.2797 (0.2918) loss_cl: -0.2790 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [08:26:23.144785] Epoch: [146] [ 680/2904] eta: 0:28:40 lr: 0.002286 loss: 0.1904 (0.1968) loss_rec_all: 0.2163 (0.2226) loss_rec_sfr: 0.2707 (0.2917) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [08:26:38.061200] Epoch: [146] [ 700/2904] eta: 0:28:22 lr: 0.002286 loss: 0.1889 (0.1969) loss_rec_all: 0.2147 (0.2228) loss_rec_sfr: 0.2852 (0.2921) loss_cl: -0.2795 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [08:26:52.978834] Epoch: [146] [ 720/2904] eta: 0:28:05 lr: 0.002286 loss: 0.1902 (0.1971) loss_rec_all: 0.2165 (0.2229) loss_rec_sfr: 0.2824 (0.2924) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [08:27:07.887951] Epoch: [146] [ 740/2904] eta: 0:27:48 lr: 0.002286 loss: 0.1858 (0.1972) loss_rec_all: 0.2123 (0.2230) loss_rec_sfr: 0.2674 (0.2926) loss_cl: -0.2782 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [08:27:22.797036] Epoch: [146] [ 760/2904] eta: 0:27:31 lr: 0.002286 loss: 0.1848 (0.1969) loss_rec_all: 0.2105 (0.2228) loss_rec_sfr: 0.2503 (0.2918) loss_cl: -0.2778 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [08:27:37.710819] Epoch: [146] [ 780/2904] eta: 0:27:15 lr: 0.002286 loss: 0.1862 (0.1968) loss_rec_all: 0.2122 (0.2227) loss_rec_sfr: 0.2726 (0.2917) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [08:27:52.619914] Epoch: [146] [ 800/2904] eta: 0:26:58 lr: 0.002286 loss: 0.1845 (0.1966) loss_rec_all: 0.2107 (0.2224) loss_rec_sfr: 0.2646 (0.2907) loss_cl: -0.2799 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [08:28:07.532009] Epoch: [146] [ 820/2904] eta: 0:26:41 lr: 0.002286 loss: 0.1855 (0.1965) loss_rec_all: 0.2114 (0.2224) loss_rec_sfr: 0.2561 (0.2903) loss_cl: -0.2795 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [08:28:22.436748] Epoch: [146] [ 840/2904] eta: 0:26:25 lr: 0.002286 loss: 0.1878 (0.1965) loss_rec_all: 0.2138 (0.2223) loss_rec_sfr: 0.2817 (0.2903) loss_cl: -0.2789 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [08:28:37.349295] Epoch: [146] [ 860/2904] eta: 0:26:08 lr: 0.002286 loss: 0.1867 (0.1965) loss_rec_all: 0.2126 (0.2223) loss_rec_sfr: 0.2722 (0.2902) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [08:28:52.257739] Epoch: [146] [ 880/2904] eta: 0:25:52 lr: 0.002286 loss: 0.1865 (0.1964) loss_rec_all: 0.2130 (0.2223) loss_rec_sfr: 0.2811 (0.2903) loss_cl: -0.2792 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [08:29:07.171364] Epoch: [146] [ 900/2904] eta: 0:25:36 lr: 0.002286 loss: 0.1898 (0.1964) loss_rec_all: 0.2162 (0.2222) loss_rec_sfr: 0.2793 (0.2902) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [08:29:22.078297] Epoch: [146] [ 920/2904] eta: 0:25:20 lr: 0.002286 loss: 0.1881 (0.1964) loss_rec_all: 0.2139 (0.2223) loss_rec_sfr: 0.2833 (0.2905) loss_cl: -0.2804 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [08:29:36.989143] Epoch: [146] [ 940/2904] eta: 0:25:03 lr: 0.002286 loss: 0.1864 (0.1964) loss_rec_all: 0.2126 (0.2223) loss_rec_sfr: 0.2799 (0.2906) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [08:29:51.901491] Epoch: [146] [ 960/2904] eta: 0:24:47 lr: 0.002286 loss: 0.1908 (0.1966) loss_rec_all: 0.2168 (0.2225) loss_rec_sfr: 0.2658 (0.2909) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [08:30:06.807806] Epoch: [146] [ 980/2904] eta: 0:24:31 lr: 0.002286 loss: 0.1914 (0.1967) loss_rec_all: 0.2173 (0.2225) loss_rec_sfr: 0.2746 (0.2908) loss_cl: -0.2785 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [08:30:21.720538] Epoch: [146] [1000/2904] eta: 0:24:15 lr: 0.002286 loss: 0.1888 (0.1966) loss_rec_all: 0.2146 (0.2225) loss_rec_sfr: 0.2843 (0.2909) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [08:30:36.629711] Epoch: [146] [1020/2904] eta: 0:23:59 lr: 0.002286 loss: 0.1871 (0.1966) loss_rec_all: 0.2133 (0.2224) loss_rec_sfr: 0.2804 (0.2907) loss_cl: -0.2804 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [08:30:51.542597] Epoch: [146] [1040/2904] eta: 0:23:43 lr: 0.002286 loss: 0.1891 (0.1965) loss_rec_all: 0.2151 (0.2224) loss_rec_sfr: 0.2681 (0.2905) loss_cl: -0.2793 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [08:31:06.455684] Epoch: [146] [1060/2904] eta: 0:23:27 lr: 0.002286 loss: 0.1858 (0.1964) loss_rec_all: 0.2121 (0.2222) loss_rec_sfr: 0.2645 (0.2899) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [08:31:21.370598] Epoch: [146] [1080/2904] eta: 0:23:11 lr: 0.002286 loss: 0.1923 (0.1965) loss_rec_all: 0.2181 (0.2223) loss_rec_sfr: 0.2904 (0.2904) loss_cl: -0.2781 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [08:31:36.287428] Epoch: [146] [1100/2904] eta: 0:22:56 lr: 0.002286 loss: 0.1867 (0.1965) loss_rec_all: 0.2126 (0.2224) loss_rec_sfr: 0.2651 (0.2903) loss_cl: -0.2796 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [08:31:51.201694] Epoch: [146] [1120/2904] eta: 0:22:40 lr: 0.002286 loss: 0.1841 (0.1965) loss_rec_all: 0.2104 (0.2224) loss_rec_sfr: 0.2739 (0.2905) loss_cl: -0.2797 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [08:32:06.118882] Epoch: [146] [1140/2904] eta: 0:22:24 lr: 0.002286 loss: 0.1856 (0.1965) loss_rec_all: 0.2117 (0.2224) loss_rec_sfr: 0.2849 (0.2907) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [08:32:21.030681] Epoch: [146] [1160/2904] eta: 0:22:08 lr: 0.002286 loss: 0.1898 (0.1966) loss_rec_all: 0.2157 (0.2225) loss_rec_sfr: 0.2855 (0.2911) loss_cl: -0.2784 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [08:32:35.949222] Epoch: [146] [1180/2904] eta: 0:21:53 lr: 0.002286 loss: 0.1858 (0.1965) loss_rec_all: 0.2118 (0.2224) loss_rec_sfr: 0.2648 (0.2907) loss_cl: -0.2781 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [08:32:50.868644] Epoch: [146] [1200/2904] eta: 0:21:37 lr: 0.002286 loss: 0.1941 (0.1967) loss_rec_all: 0.2201 (0.2226) loss_rec_sfr: 0.2727 (0.2912) loss_cl: -0.2797 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [08:33:05.780631] Epoch: [146] [1220/2904] eta: 0:21:21 lr: 0.002286 loss: 0.1872 (0.1968) loss_rec_all: 0.2132 (0.2226) loss_rec_sfr: 0.2829 (0.2916) loss_cl: -0.2795 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [08:33:20.690291] Epoch: [146] [1240/2904] eta: 0:21:06 lr: 0.002286 loss: 0.1877 (0.1968) loss_rec_all: 0.2141 (0.2226) loss_rec_sfr: 0.2834 (0.2917) loss_cl: -0.2788 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [08:33:35.606346] Epoch: [146] [1260/2904] eta: 0:20:50 lr: 0.002286 loss: 0.1896 (0.1968) loss_rec_all: 0.2153 (0.2226) loss_rec_sfr: 0.2735 (0.2916) loss_cl: -0.2794 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [08:33:50.514113] Epoch: [146] [1280/2904] eta: 0:20:34 lr: 0.002286 loss: 0.1900 (0.1968) loss_rec_all: 0.2162 (0.2227) loss_rec_sfr: 0.2793 (0.2918) loss_cl: -0.2788 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [08:34:05.421585] Epoch: [146] [1300/2904] eta: 0:20:19 lr: 0.002286 loss: 0.1838 (0.1967) loss_rec_all: 0.2101 (0.2225) loss_rec_sfr: 0.2354 (0.2910) loss_cl: -0.2789 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [08:34:20.341176] Epoch: [146] [1320/2904] eta: 0:20:03 lr: 0.002286 loss: 0.1894 (0.1967) loss_rec_all: 0.2150 (0.2225) loss_rec_sfr: 0.2682 (0.2908) loss_cl: -0.2780 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [08:34:35.256791] Epoch: [146] [1340/2904] eta: 0:19:48 lr: 0.002286 loss: 0.1871 (0.1966) loss_rec_all: 0.2133 (0.2224) loss_rec_sfr: 0.2796 (0.2907) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [08:34:50.173710] Epoch: [146] [1360/2904] eta: 0:19:32 lr: 0.002286 loss: 0.1854 (0.1966) loss_rec_all: 0.2116 (0.2224) loss_rec_sfr: 0.2776 (0.2906) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [08:35:05.090369] Epoch: [146] [1380/2904] eta: 0:19:17 lr: 0.002286 loss: 0.1878 (0.1967) loss_rec_all: 0.2138 (0.2225) loss_rec_sfr: 0.2830 (0.2910) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [08:35:20.004570] Epoch: [146] [1400/2904] eta: 0:19:01 lr: 0.002286 loss: 0.1880 (0.1966) loss_rec_all: 0.2141 (0.2225) loss_rec_sfr: 0.2745 (0.2909) loss_cl: -0.2803 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [08:35:34.913992] Epoch: [146] [1420/2904] eta: 0:18:46 lr: 0.002286 loss: 0.1909 (0.1967) loss_rec_all: 0.2165 (0.2225) loss_rec_sfr: 0.2738 (0.2908) loss_cl: -0.2783 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [08:35:49.822822] Epoch: [146] [1440/2904] eta: 0:18:30 lr: 0.002286 loss: 0.1923 (0.1967) loss_rec_all: 0.2184 (0.2225) loss_rec_sfr: 0.2673 (0.2908) loss_cl: -0.2795 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [08:36:04.738465] Epoch: [146] [1460/2904] eta: 0:18:15 lr: 0.002286 loss: 0.1913 (0.1967) loss_rec_all: 0.2173 (0.2226) loss_rec_sfr: 0.2645 (0.2908) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [08:36:19.648184] Epoch: [146] [1480/2904] eta: 0:17:59 lr: 0.002286 loss: 0.1892 (0.1967) loss_rec_all: 0.2150 (0.2226) loss_rec_sfr: 0.2702 (0.2907) loss_cl: -0.2782 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [08:36:34.561610] Epoch: [146] [1500/2904] eta: 0:17:44 lr: 0.002286 loss: 0.1901 (0.1969) loss_rec_all: 0.2159 (0.2227) loss_rec_sfr: 0.2878 (0.2911) loss_cl: -0.2784 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [08:36:49.468216] Epoch: [146] [1520/2904] eta: 0:17:29 lr: 0.002286 loss: 0.1886 (0.1968) loss_rec_all: 0.2144 (0.2227) loss_rec_sfr: 0.2945 (0.2913) loss_cl: -0.2787 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [08:37:04.379021] Epoch: [146] [1540/2904] eta: 0:17:13 lr: 0.002286 loss: 0.1866 (0.1967) loss_rec_all: 0.2130 (0.2226) loss_rec_sfr: 0.2335 (0.2908) loss_cl: -0.2779 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [08:37:19.287359] Epoch: [146] [1560/2904] eta: 0:16:58 lr: 0.002286 loss: 0.1899 (0.1968) loss_rec_all: 0.2156 (0.2226) loss_rec_sfr: 0.2749 (0.2909) loss_cl: -0.2788 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [08:37:34.198266] Epoch: [146] [1580/2904] eta: 0:16:43 lr: 0.002285 loss: 0.1889 (0.1968) loss_rec_all: 0.2150 (0.2227) loss_rec_sfr: 0.2897 (0.2912) loss_cl: -0.2784 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [08:37:49.106315] Epoch: [146] [1600/2904] eta: 0:16:27 lr: 0.002285 loss: 0.1865 (0.1968) loss_rec_all: 0.2127 (0.2226) loss_rec_sfr: 0.2497 (0.2909) loss_cl: -0.2789 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [08:38:04.017822] Epoch: [146] [1620/2904] eta: 0:16:12 lr: 0.002285 loss: 0.1887 (0.1968) loss_rec_all: 0.2147 (0.2226) loss_rec_sfr: 0.2613 (0.2908) loss_cl: -0.2781 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [08:38:18.927951] Epoch: [146] [1640/2904] eta: 0:15:57 lr: 0.002285 loss: 0.1893 (0.1969) loss_rec_all: 0.2154 (0.2227) loss_rec_sfr: 0.2765 (0.2911) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [08:38:33.840515] Epoch: [146] [1660/2904] eta: 0:15:41 lr: 0.002285 loss: 0.1921 (0.1969) loss_rec_all: 0.2182 (0.2228) loss_rec_sfr: 0.2774 (0.2911) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [08:38:48.750643] Epoch: [146] [1680/2904] eta: 0:15:26 lr: 0.002285 loss: 0.1904 (0.1970) loss_rec_all: 0.2161 (0.2228) loss_rec_sfr: 0.2792 (0.2914) loss_cl: -0.2791 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [08:39:03.817067] Epoch: [146] [1700/2904] eta: 0:15:11 lr: 0.002285 loss: 0.1898 (0.1971) loss_rec_all: 0.2156 (0.2229) loss_rec_sfr: 0.2880 (0.2916) loss_cl: -0.2789 (-0.2788) time: 0.7533 data: 0.0002 max mem: 29860 [08:39:18.724236] Epoch: [146] [1720/2904] eta: 0:14:55 lr: 0.002285 loss: 0.1861 (0.1970) loss_rec_all: 0.2119 (0.2229) loss_rec_sfr: 0.2818 (0.2917) loss_cl: -0.2786 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [08:39:33.634373] Epoch: [146] [1740/2904] eta: 0:14:40 lr: 0.002285 loss: 0.1876 (0.1971) loss_rec_all: 0.2133 (0.2229) loss_rec_sfr: 0.2882 (0.2920) loss_cl: -0.2780 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [08:39:48.548288] Epoch: [146] [1760/2904] eta: 0:14:25 lr: 0.002285 loss: 0.1866 (0.1971) loss_rec_all: 0.2126 (0.2229) loss_rec_sfr: 0.2733 (0.2920) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [08:40:03.458882] Epoch: [146] [1780/2904] eta: 0:14:10 lr: 0.002285 loss: 0.1871 (0.1971) loss_rec_all: 0.2130 (0.2230) loss_rec_sfr: 0.2728 (0.2920) loss_cl: -0.2799 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [08:40:18.370565] Epoch: [146] [1800/2904] eta: 0:13:54 lr: 0.002285 loss: 0.1874 (0.1971) loss_rec_all: 0.2135 (0.2230) loss_rec_sfr: 0.2676 (0.2921) loss_cl: -0.2793 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [08:40:33.283444] Epoch: [146] [1820/2904] eta: 0:13:39 lr: 0.002285 loss: 0.1972 (0.1973) loss_rec_all: 0.2232 (0.2231) loss_rec_sfr: 0.2885 (0.2924) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [08:40:48.191467] Epoch: [146] [1840/2904] eta: 0:13:24 lr: 0.002285 loss: 0.1889 (0.1973) loss_rec_all: 0.2150 (0.2231) loss_rec_sfr: 0.2851 (0.2925) loss_cl: -0.2780 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [08:41:03.102361] Epoch: [146] [1860/2904] eta: 0:13:09 lr: 0.002285 loss: 0.1961 (0.1974) loss_rec_all: 0.2220 (0.2233) loss_rec_sfr: 0.2837 (0.2930) loss_cl: -0.2780 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [08:41:18.010938] Epoch: [146] [1880/2904] eta: 0:12:53 lr: 0.002285 loss: 0.1914 (0.1974) loss_rec_all: 0.2176 (0.2233) loss_rec_sfr: 0.2594 (0.2929) loss_cl: -0.2785 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [08:41:32.920360] Epoch: [146] [1900/2904] eta: 0:12:38 lr: 0.002285 loss: 0.1877 (0.1974) loss_rec_all: 0.2137 (0.2232) loss_rec_sfr: 0.2796 (0.2928) loss_cl: -0.2791 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [08:41:47.831572] Epoch: [146] [1920/2904] eta: 0:12:23 lr: 0.002285 loss: 0.1875 (0.1974) loss_rec_all: 0.2139 (0.2232) loss_rec_sfr: 0.2426 (0.2926) loss_cl: -0.2785 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [08:42:02.744063] Epoch: [146] [1940/2904] eta: 0:12:08 lr: 0.002285 loss: 0.1872 (0.1973) loss_rec_all: 0.2134 (0.2232) loss_rec_sfr: 0.2754 (0.2926) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [08:42:17.651442] Epoch: [146] [1960/2904] eta: 0:11:53 lr: 0.002285 loss: 0.1890 (0.1973) loss_rec_all: 0.2151 (0.2231) loss_rec_sfr: 0.2718 (0.2924) loss_cl: -0.2798 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [08:42:32.554691] Epoch: [146] [1980/2904] eta: 0:11:37 lr: 0.002285 loss: 0.1929 (0.1974) loss_rec_all: 0.2188 (0.2232) loss_rec_sfr: 0.2921 (0.2928) loss_cl: -0.2795 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [08:42:47.461711] Epoch: [146] [2000/2904] eta: 0:11:22 lr: 0.002285 loss: 0.1899 (0.1975) loss_rec_all: 0.2160 (0.2233) loss_rec_sfr: 0.2771 (0.2931) loss_cl: -0.2780 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [08:43:02.368590] Epoch: [146] [2020/2904] eta: 0:11:07 lr: 0.002285 loss: 0.1863 (0.1975) loss_rec_all: 0.2121 (0.2233) loss_rec_sfr: 0.2774 (0.2930) loss_cl: -0.2774 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [08:43:17.277041] Epoch: [146] [2040/2904] eta: 0:10:52 lr: 0.002285 loss: 0.1855 (0.1975) loss_rec_all: 0.2118 (0.2233) loss_rec_sfr: 0.2431 (0.2929) loss_cl: -0.2788 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [08:43:32.180665] Epoch: [146] [2060/2904] eta: 0:10:37 lr: 0.002285 loss: 0.1863 (0.1975) loss_rec_all: 0.2123 (0.2233) loss_rec_sfr: 0.2648 (0.2929) loss_cl: -0.2793 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [08:43:47.091827] Epoch: [146] [2080/2904] eta: 0:10:21 lr: 0.002285 loss: 0.1873 (0.1974) loss_rec_all: 0.2132 (0.2232) loss_rec_sfr: 0.2395 (0.2926) loss_cl: -0.2795 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [08:44:02.002360] Epoch: [146] [2100/2904] eta: 0:10:06 lr: 0.002285 loss: 0.1859 (0.1974) loss_rec_all: 0.2125 (0.2232) loss_rec_sfr: 0.2655 (0.2926) loss_cl: -0.2780 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [08:44:16.914709] Epoch: [146] [2120/2904] eta: 0:09:51 lr: 0.002285 loss: 0.1874 (0.1974) loss_rec_all: 0.2131 (0.2232) loss_rec_sfr: 0.2865 (0.2925) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [08:44:31.829241] Epoch: [146] [2140/2904] eta: 0:09:36 lr: 0.002285 loss: 0.1890 (0.1975) loss_rec_all: 0.2150 (0.2233) loss_rec_sfr: 0.2832 (0.2927) loss_cl: -0.2801 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [08:44:46.739565] Epoch: [146] [2160/2904] eta: 0:09:21 lr: 0.002285 loss: 0.2452 (0.1977) loss_rec_all: 0.2697 (0.2235) loss_rec_sfr: 0.4601 (0.2935) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [08:45:01.646237] Epoch: [146] [2180/2904] eta: 0:09:06 lr: 0.002285 loss: 0.1903 (0.1977) loss_rec_all: 0.2161 (0.2235) loss_rec_sfr: 0.2868 (0.2935) loss_cl: -0.2781 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [08:45:16.534362] Epoch: [146] [2200/2904] eta: 0:08:50 lr: 0.002285 loss: 0.1872 (0.1978) loss_rec_all: 0.2134 (0.2236) loss_rec_sfr: 0.2748 (0.2937) loss_cl: -0.2784 (-0.2788) time: 0.7444 data: 0.0002 max mem: 29860 [08:45:31.443596] Epoch: [146] [2220/2904] eta: 0:08:35 lr: 0.002285 loss: 0.1903 (0.1977) loss_rec_all: 0.2161 (0.2236) loss_rec_sfr: 0.2748 (0.2936) loss_cl: -0.2789 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [08:45:46.358230] Epoch: [146] [2240/2904] eta: 0:08:20 lr: 0.002285 loss: 0.1850 (0.1977) loss_rec_all: 0.2110 (0.2235) loss_rec_sfr: 0.2692 (0.2935) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [08:46:01.268060] Epoch: [146] [2260/2904] eta: 0:08:05 lr: 0.002285 loss: 0.1895 (0.1978) loss_rec_all: 0.2155 (0.2236) loss_rec_sfr: 0.2547 (0.2935) loss_cl: -0.2794 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [08:46:16.174121] Epoch: [146] [2280/2904] eta: 0:07:50 lr: 0.002285 loss: 0.1894 (0.1978) loss_rec_all: 0.2155 (0.2236) loss_rec_sfr: 0.2793 (0.2936) loss_cl: -0.2796 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [08:46:31.085320] Epoch: [146] [2300/2904] eta: 0:07:35 lr: 0.002285 loss: 0.1900 (0.1978) loss_rec_all: 0.2159 (0.2236) loss_rec_sfr: 0.2795 (0.2936) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [08:46:45.999544] Epoch: [146] [2320/2904] eta: 0:07:20 lr: 0.002285 loss: 0.1891 (0.1977) loss_rec_all: 0.2150 (0.2235) loss_rec_sfr: 0.2828 (0.2935) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [08:47:00.908356] Epoch: [146] [2340/2904] eta: 0:07:05 lr: 0.002285 loss: 0.1943 (0.1977) loss_rec_all: 0.2204 (0.2236) loss_rec_sfr: 0.2704 (0.2935) loss_cl: -0.2792 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [08:47:15.815015] Epoch: [146] [2360/2904] eta: 0:06:49 lr: 0.002285 loss: 0.1920 (0.1978) loss_rec_all: 0.2177 (0.2236) loss_rec_sfr: 0.2826 (0.2937) loss_cl: -0.2783 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [08:47:30.724665] Epoch: [146] [2380/2904] eta: 0:06:34 lr: 0.002285 loss: 0.1865 (0.1978) loss_rec_all: 0.2126 (0.2236) loss_rec_sfr: 0.2729 (0.2936) loss_cl: -0.2790 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [08:47:45.632177] Epoch: [146] [2400/2904] eta: 0:06:19 lr: 0.002285 loss: 0.1920 (0.1978) loss_rec_all: 0.2181 (0.2236) loss_rec_sfr: 0.2708 (0.2936) loss_cl: -0.2801 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [08:48:00.540152] Epoch: [146] [2420/2904] eta: 0:06:04 lr: 0.002285 loss: 0.1832 (0.1977) loss_rec_all: 0.2094 (0.2235) loss_rec_sfr: 0.2622 (0.2932) loss_cl: -0.2788 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [08:48:15.445725] Epoch: [146] [2440/2904] eta: 0:05:49 lr: 0.002285 loss: 0.1866 (0.1977) loss_rec_all: 0.2129 (0.2235) loss_rec_sfr: 0.2864 (0.2933) loss_cl: -0.2786 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [08:48:30.359940] Epoch: [146] [2460/2904] eta: 0:05:34 lr: 0.002285 loss: 0.1862 (0.1977) loss_rec_all: 0.2121 (0.2235) loss_rec_sfr: 0.2851 (0.2934) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [08:48:45.269145] Epoch: [146] [2480/2904] eta: 0:05:19 lr: 0.002285 loss: 0.1877 (0.1977) loss_rec_all: 0.2138 (0.2236) loss_rec_sfr: 0.2865 (0.2936) loss_cl: -0.2782 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [08:49:00.174321] Epoch: [146] [2500/2904] eta: 0:05:04 lr: 0.002285 loss: 0.1894 (0.1978) loss_rec_all: 0.2155 (0.2236) loss_rec_sfr: 0.2863 (0.2938) loss_cl: -0.2783 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [08:49:15.081643] Epoch: [146] [2520/2904] eta: 0:04:49 lr: 0.002285 loss: 0.1848 (0.1977) loss_rec_all: 0.2106 (0.2235) loss_rec_sfr: 0.2719 (0.2937) loss_cl: -0.2792 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [08:49:29.990623] Epoch: [146] [2540/2904] eta: 0:04:34 lr: 0.002285 loss: 0.1926 (0.1978) loss_rec_all: 0.2185 (0.2236) loss_rec_sfr: 0.2811 (0.2939) loss_cl: -0.2797 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [08:49:44.897969] Epoch: [146] [2560/2904] eta: 0:04:19 lr: 0.002285 loss: 0.1928 (0.1978) loss_rec_all: 0.2191 (0.2236) loss_rec_sfr: 0.2870 (0.2939) loss_cl: -0.2793 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [08:49:59.808307] Epoch: [146] [2580/2904] eta: 0:04:03 lr: 0.002285 loss: 0.1860 (0.1978) loss_rec_all: 0.2126 (0.2236) loss_rec_sfr: 0.2835 (0.2939) loss_cl: -0.2792 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [08:50:14.724003] Epoch: [146] [2600/2904] eta: 0:03:48 lr: 0.002285 loss: 0.1910 (0.1978) loss_rec_all: 0.2170 (0.2236) loss_rec_sfr: 0.2902 (0.2941) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [08:50:29.633954] Epoch: [146] [2620/2904] eta: 0:03:33 lr: 0.002285 loss: 0.1853 (0.1978) loss_rec_all: 0.2111 (0.2236) loss_rec_sfr: 0.2745 (0.2941) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [08:50:44.544105] Epoch: [146] [2640/2904] eta: 0:03:18 lr: 0.002285 loss: 0.1903 (0.1979) loss_rec_all: 0.2163 (0.2237) loss_rec_sfr: 0.2501 (0.2941) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [08:50:59.452663] Epoch: [146] [2660/2904] eta: 0:03:03 lr: 0.002285 loss: 0.1891 (0.1979) loss_rec_all: 0.2149 (0.2237) loss_rec_sfr: 0.2935 (0.2944) loss_cl: -0.2791 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [08:51:14.358329] Epoch: [146] [2680/2904] eta: 0:02:48 lr: 0.002285 loss: 0.1890 (0.1980) loss_rec_all: 0.2145 (0.2238) loss_rec_sfr: 0.2695 (0.2944) loss_cl: -0.2780 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [08:51:29.271657] Epoch: [146] [2700/2904] eta: 0:02:33 lr: 0.002285 loss: 0.1901 (0.1979) loss_rec_all: 0.2163 (0.2238) loss_rec_sfr: 0.2682 (0.2943) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [08:51:44.190470] Epoch: [146] [2720/2904] eta: 0:02:18 lr: 0.002285 loss: 0.1916 (0.1980) loss_rec_all: 0.2175 (0.2238) loss_rec_sfr: 0.2768 (0.2944) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [08:51:59.153874] Epoch: [146] [2740/2904] eta: 0:02:03 lr: 0.002285 loss: 0.1893 (0.1980) loss_rec_all: 0.2158 (0.2238) loss_rec_sfr: 0.2631 (0.2943) loss_cl: -0.2789 (-0.2788) time: 0.7481 data: 0.0002 max mem: 29860 [08:52:14.126142] Epoch: [146] [2760/2904] eta: 0:01:48 lr: 0.002285 loss: 0.1923 (0.1980) loss_rec_all: 0.2185 (0.2238) loss_rec_sfr: 0.2727 (0.2944) loss_cl: -0.2787 (-0.2788) time: 0.7486 data: 0.0002 max mem: 29860 [08:52:29.107692] Epoch: [146] [2780/2904] eta: 0:01:33 lr: 0.002285 loss: 0.1896 (0.1979) loss_rec_all: 0.2154 (0.2238) loss_rec_sfr: 0.2730 (0.2941) loss_cl: -0.2789 (-0.2788) time: 0.7490 data: 0.0002 max mem: 29860 [08:52:44.083017] Epoch: [146] [2800/2904] eta: 0:01:18 lr: 0.002285 loss: 0.1889 (0.1979) loss_rec_all: 0.2150 (0.2237) loss_rec_sfr: 0.2738 (0.2941) loss_cl: -0.2794 (-0.2788) time: 0.7487 data: 0.0002 max mem: 29860 [08:52:59.045376] Epoch: [146] [2820/2904] eta: 0:01:03 lr: 0.002285 loss: 0.1898 (0.1979) loss_rec_all: 0.2157 (0.2237) loss_rec_sfr: 0.2687 (0.2939) loss_cl: -0.2788 (-0.2788) time: 0.7481 data: 0.0002 max mem: 29860 [08:53:14.081267] Epoch: [146] [2840/2904] eta: 0:00:48 lr: 0.002285 loss: 0.1900 (0.1979) loss_rec_all: 0.2165 (0.2237) loss_rec_sfr: 0.2643 (0.2939) loss_cl: -0.2779 (-0.2788) time: 0.7517 data: 0.0026 max mem: 29860 [08:53:29.050933] Epoch: [146] [2860/2904] eta: 0:00:33 lr: 0.002285 loss: 0.1865 (0.1979) loss_rec_all: 0.2124 (0.2237) loss_rec_sfr: 0.2788 (0.2939) loss_cl: -0.2784 (-0.2788) time: 0.7484 data: 0.0001 max mem: 29860 [08:53:44.019991] Epoch: [146] [2880/2904] eta: 0:00:18 lr: 0.002285 loss: 0.1896 (0.1979) loss_rec_all: 0.2155 (0.2237) loss_rec_sfr: 0.2880 (0.2940) loss_cl: -0.2795 (-0.2788) time: 0.7484 data: 0.0001 max mem: 29860 [08:53:59.000678] Epoch: [146] [2900/2904] eta: 0:00:03 lr: 0.002285 loss: 0.1881 (0.1979) loss_rec_all: 0.2143 (0.2237) loss_rec_sfr: 0.2849 (0.2940) loss_cl: -0.2794 (-0.2788) time: 0.7490 data: 0.0001 max mem: 29860 [08:54:01.256606] Epoch: [146] [2903/2904] eta: 0:00:00 lr: 0.002285 loss: 0.1896 (0.1979) loss_rec_all: 0.2153 (0.2237) loss_rec_sfr: 0.2864 (0.2940) loss_cl: -0.2787 (-0.2788) time: 0.7488 data: 0.0001 max mem: 29860 [08:54:03.420012] Epoch: [146] Total time: 0:36:26 (0.7531 s / it) [08:54:03.431287] Averaged stats: lr: 0.002285 loss: 0.1896 (0.2006) loss_rec_all: 0.2153 (0.2240) loss_rec_sfr: 0.2864 (0.2941) loss_cl: -0.2787 (-0.2555) [08:54:03.436133] log_dir: ./checkpoint/VF2_ViT-B [08:54:24.477625] Epoch: [147] [ 0/2904] eta: 16:58:21 lr: 0.002285 loss: 0.1856 (0.1856) loss_rec_all: 0.2115 (0.2115) loss_rec_sfr: 0.2834 (0.2834) loss_cl: -0.2793 (-0.2793) time: 21.0405 data: 11.2781 max mem: 29860 [08:54:39.763393] Epoch: [147] [ 20/2904] eta: 1:23:08 lr: 0.002285 loss: 0.1862 (0.1915) loss_rec_all: 0.2125 (0.2175) loss_rec_sfr: 0.2651 (0.2749) loss_cl: -0.2798 (-0.2794) time: 0.7642 data: 0.0002 max mem: 29860 [08:54:54.708715] Epoch: [147] [ 40/2904] eta: 0:59:41 lr: 0.002284 loss: 0.1873 (0.1974) loss_rec_all: 0.2134 (0.2232) loss_rec_sfr: 0.2819 (0.2954) loss_cl: -0.2790 (-0.2792) time: 0.7472 data: 0.0003 max mem: 29860 [08:55:09.654504] Epoch: [147] [ 60/2904] eta: 0:51:27 lr: 0.002284 loss: 0.1907 (0.1997) loss_rec_all: 0.2168 (0.2255) loss_rec_sfr: 0.2691 (0.2997) loss_cl: -0.2791 (-0.2792) time: 0.7472 data: 0.0002 max mem: 29860 [08:55:24.590671] Epoch: [147] [ 80/2904] eta: 0:47:09 lr: 0.002284 loss: 0.1918 (0.2011) loss_rec_all: 0.2176 (0.2269) loss_rec_sfr: 0.2723 (0.3019) loss_cl: -0.2791 (-0.2791) time: 0.7468 data: 0.0002 max mem: 29860 [08:55:39.520372] Epoch: [147] [ 100/2904] eta: 0:44:27 lr: 0.002284 loss: 0.1860 (0.1994) loss_rec_all: 0.2124 (0.2253) loss_rec_sfr: 0.2396 (0.2951) loss_cl: -0.2787 (-0.2790) time: 0.7464 data: 0.0002 max mem: 29860 [08:55:54.448025] Epoch: [147] [ 120/2904] eta: 0:42:34 lr: 0.002284 loss: 0.1886 (0.1986) loss_rec_all: 0.2144 (0.2245) loss_rec_sfr: 0.2839 (0.2951) loss_cl: -0.2787 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [08:56:09.459586] Epoch: [147] [ 140/2904] eta: 0:41:10 lr: 0.002284 loss: 0.1866 (0.1987) loss_rec_all: 0.2126 (0.2245) loss_rec_sfr: 0.2828 (0.2958) loss_cl: -0.2790 (-0.2789) time: 0.7505 data: 0.0002 max mem: 29860 [08:56:24.412568] Epoch: [147] [ 160/2904] eta: 0:40:02 lr: 0.002284 loss: 0.1887 (0.1985) loss_rec_all: 0.2146 (0.2243) loss_rec_sfr: 0.2798 (0.2959) loss_cl: -0.2791 (-0.2789) time: 0.7476 data: 0.0002 max mem: 29860 [08:56:39.668376] Epoch: [147] [ 180/2904] eta: 0:39:11 lr: 0.002284 loss: 0.1857 (0.1979) loss_rec_all: 0.2124 (0.2237) loss_rec_sfr: 0.2752 (0.2939) loss_cl: -0.2796 (-0.2790) time: 0.7627 data: 0.0002 max mem: 29860 [08:56:54.628601] Epoch: [147] [ 200/2904] eta: 0:38:22 lr: 0.002284 loss: 0.1883 (0.1986) loss_rec_all: 0.2145 (0.2244) loss_rec_sfr: 0.2673 (0.2952) loss_cl: -0.2785 (-0.2789) time: 0.7480 data: 0.0002 max mem: 29860 [08:57:09.598959] Epoch: [147] [ 220/2904] eta: 0:37:40 lr: 0.002284 loss: 0.1905 (0.1988) loss_rec_all: 0.2164 (0.2246) loss_rec_sfr: 0.2851 (0.2966) loss_cl: -0.2785 (-0.2789) time: 0.7485 data: 0.0002 max mem: 29860 [08:57:24.556224] Epoch: [147] [ 240/2904] eta: 0:37:03 lr: 0.002284 loss: 0.1927 (0.1997) loss_rec_all: 0.2186 (0.2255) loss_rec_sfr: 0.2769 (0.2991) loss_cl: -0.2787 (-0.2788) time: 0.7478 data: 0.0002 max mem: 29860 [08:57:39.531826] Epoch: [147] [ 260/2904] eta: 0:36:28 lr: 0.002284 loss: 0.1874 (0.1998) loss_rec_all: 0.2136 (0.2256) loss_rec_sfr: 0.2690 (0.2991) loss_cl: -0.2800 (-0.2789) time: 0.7487 data: 0.0002 max mem: 29860 [08:57:54.518229] Epoch: [147] [ 280/2904] eta: 0:35:57 lr: 0.002284 loss: 0.1897 (0.2000) loss_rec_all: 0.2157 (0.2258) loss_rec_sfr: 0.2742 (0.2997) loss_cl: -0.2794 (-0.2789) time: 0.7493 data: 0.0002 max mem: 29860 [08:58:09.641473] Epoch: [147] [ 300/2904] eta: 0:35:29 lr: 0.002284 loss: 0.1861 (0.1998) loss_rec_all: 0.2120 (0.2255) loss_rec_sfr: 0.2826 (0.2994) loss_cl: -0.2782 (-0.2789) time: 0.7561 data: 0.0002 max mem: 29860 [08:58:24.612406] Epoch: [147] [ 320/2904] eta: 0:35:02 lr: 0.002284 loss: 0.1858 (0.1994) loss_rec_all: 0.2118 (0.2252) loss_rec_sfr: 0.2719 (0.2981) loss_cl: -0.2785 (-0.2789) time: 0.7485 data: 0.0002 max mem: 29860 [08:58:39.599855] Epoch: [147] [ 340/2904] eta: 0:34:36 lr: 0.002284 loss: 0.1853 (0.1993) loss_rec_all: 0.2111 (0.2251) loss_rec_sfr: 0.2808 (0.2979) loss_cl: -0.2784 (-0.2788) time: 0.7493 data: 0.0002 max mem: 29860 [08:58:54.581325] Epoch: [147] [ 360/2904] eta: 0:34:11 lr: 0.002284 loss: 0.1894 (0.1991) loss_rec_all: 0.2161 (0.2249) loss_rec_sfr: 0.2739 (0.2966) loss_cl: -0.2791 (-0.2788) time: 0.7490 data: 0.0003 max mem: 29860 [08:59:09.566958] Epoch: [147] [ 380/2904] eta: 0:33:47 lr: 0.002284 loss: 0.1868 (0.1990) loss_rec_all: 0.2127 (0.2248) loss_rec_sfr: 0.2796 (0.2969) loss_cl: -0.2790 (-0.2788) time: 0.7492 data: 0.0003 max mem: 29860 [08:59:24.516435] Epoch: [147] [ 400/2904] eta: 0:33:24 lr: 0.002284 loss: 0.1895 (0.1986) loss_rec_all: 0.2153 (0.2245) loss_rec_sfr: 0.2816 (0.2961) loss_cl: -0.2789 (-0.2788) time: 0.7474 data: 0.0003 max mem: 29860 [08:59:39.454472] Epoch: [147] [ 420/2904] eta: 0:33:02 lr: 0.002284 loss: 0.1851 (0.1984) loss_rec_all: 0.2113 (0.2242) loss_rec_sfr: 0.2428 (0.2951) loss_cl: -0.2779 (-0.2788) time: 0.7469 data: 0.0002 max mem: 29860 [08:59:54.385299] Epoch: [147] [ 440/2904] eta: 0:32:40 lr: 0.002284 loss: 0.1855 (0.1985) loss_rec_all: 0.2115 (0.2243) loss_rec_sfr: 0.2666 (0.2953) loss_cl: -0.2781 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [09:00:09.307054] Epoch: [147] [ 460/2904] eta: 0:32:19 lr: 0.002284 loss: 0.1864 (0.1982) loss_rec_all: 0.2125 (0.2240) loss_rec_sfr: 0.2694 (0.2945) loss_cl: -0.2791 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [09:00:24.215296] Epoch: [147] [ 480/2904] eta: 0:31:58 lr: 0.002284 loss: 0.1825 (0.1976) loss_rec_all: 0.2089 (0.2235) loss_rec_sfr: 0.2645 (0.2929) loss_cl: -0.2802 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [09:00:39.125775] Epoch: [147] [ 500/2904] eta: 0:31:38 lr: 0.002284 loss: 0.1825 (0.1973) loss_rec_all: 0.2085 (0.2232) loss_rec_sfr: 0.2359 (0.2920) loss_cl: -0.2797 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [09:00:54.034871] Epoch: [147] [ 520/2904] eta: 0:31:18 lr: 0.002284 loss: 0.1888 (0.1973) loss_rec_all: 0.2147 (0.2231) loss_rec_sfr: 0.2725 (0.2919) loss_cl: -0.2794 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [09:01:08.935451] Epoch: [147] [ 540/2904] eta: 0:30:59 lr: 0.002284 loss: 0.1880 (0.1973) loss_rec_all: 0.2139 (0.2231) loss_rec_sfr: 0.2692 (0.2918) loss_cl: -0.2795 (-0.2789) time: 0.7450 data: 0.0002 max mem: 29860 [09:01:23.843613] Epoch: [147] [ 560/2904] eta: 0:30:40 lr: 0.002284 loss: 0.1890 (0.1972) loss_rec_all: 0.2150 (0.2231) loss_rec_sfr: 0.2726 (0.2914) loss_cl: -0.2797 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [09:01:38.746562] Epoch: [147] [ 580/2904] eta: 0:30:21 lr: 0.002284 loss: 0.1843 (0.1973) loss_rec_all: 0.2105 (0.2231) loss_rec_sfr: 0.2775 (0.2916) loss_cl: -0.2791 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [09:01:53.647393] Epoch: [147] [ 600/2904] eta: 0:30:02 lr: 0.002284 loss: 0.1940 (0.1974) loss_rec_all: 0.2201 (0.2232) loss_rec_sfr: 0.2708 (0.2911) loss_cl: -0.2788 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [09:02:08.549207] Epoch: [147] [ 620/2904] eta: 0:29:44 lr: 0.002284 loss: 0.1904 (0.1974) loss_rec_all: 0.2166 (0.2233) loss_rec_sfr: 0.2780 (0.2914) loss_cl: -0.2800 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [09:02:23.449002] Epoch: [147] [ 640/2904] eta: 0:29:25 lr: 0.002284 loss: 0.1871 (0.1974) loss_rec_all: 0.2126 (0.2232) loss_rec_sfr: 0.2688 (0.2912) loss_cl: -0.2788 (-0.2789) time: 0.7450 data: 0.0002 max mem: 29860 [09:02:38.353026] Epoch: [147] [ 660/2904] eta: 0:29:07 lr: 0.002284 loss: 0.1920 (0.1975) loss_rec_all: 0.2181 (0.2233) loss_rec_sfr: 0.2837 (0.2915) loss_cl: -0.2783 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [09:02:53.256400] Epoch: [147] [ 680/2904] eta: 0:28:50 lr: 0.002284 loss: 0.1906 (0.1977) loss_rec_all: 0.2168 (0.2236) loss_rec_sfr: 0.2724 (0.2922) loss_cl: -0.2789 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [09:03:08.160584] Epoch: [147] [ 700/2904] eta: 0:28:32 lr: 0.002284 loss: 0.1911 (0.1977) loss_rec_all: 0.2168 (0.2235) loss_rec_sfr: 0.2841 (0.2921) loss_cl: -0.2791 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [09:03:23.065783] Epoch: [147] [ 720/2904] eta: 0:28:15 lr: 0.002284 loss: 0.1884 (0.1979) loss_rec_all: 0.2142 (0.2237) loss_rec_sfr: 0.2871 (0.2928) loss_cl: -0.2787 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [09:03:37.971426] Epoch: [147] [ 740/2904] eta: 0:27:57 lr: 0.002284 loss: 0.1970 (0.1981) loss_rec_all: 0.2230 (0.2240) loss_rec_sfr: 0.2758 (0.2935) loss_cl: -0.2781 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [09:03:52.877445] Epoch: [147] [ 760/2904] eta: 0:27:40 lr: 0.002284 loss: 0.1921 (0.1983) loss_rec_all: 0.2184 (0.2241) loss_rec_sfr: 0.2807 (0.2936) loss_cl: -0.2793 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [09:04:07.781787] Epoch: [147] [ 780/2904] eta: 0:27:23 lr: 0.002284 loss: 0.1905 (0.1983) loss_rec_all: 0.2166 (0.2242) loss_rec_sfr: 0.2750 (0.2937) loss_cl: -0.2792 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [09:04:22.687070] Epoch: [147] [ 800/2904] eta: 0:27:06 lr: 0.002284 loss: 0.2025 (0.1987) loss_rec_all: 0.2285 (0.2246) loss_rec_sfr: 0.2799 (0.2947) loss_cl: -0.2780 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [09:04:37.594759] Epoch: [147] [ 820/2904] eta: 0:26:49 lr: 0.002284 loss: 0.1924 (0.1990) loss_rec_all: 0.2184 (0.2248) loss_rec_sfr: 0.2953 (0.2958) loss_cl: -0.2786 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [09:04:52.498760] Epoch: [147] [ 840/2904] eta: 0:26:32 lr: 0.002284 loss: 0.1921 (0.1991) loss_rec_all: 0.2181 (0.2249) loss_rec_sfr: 0.2818 (0.2961) loss_cl: -0.2777 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [09:05:07.406659] Epoch: [147] [ 860/2904] eta: 0:26:16 lr: 0.002284 loss: 0.1934 (0.1992) loss_rec_all: 0.2194 (0.2250) loss_rec_sfr: 0.2834 (0.2966) loss_cl: -0.2789 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [09:05:22.308650] Epoch: [147] [ 880/2904] eta: 0:25:59 lr: 0.002284 loss: 0.1873 (0.1992) loss_rec_all: 0.2134 (0.2250) loss_rec_sfr: 0.2768 (0.2963) loss_cl: -0.2784 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [09:05:37.208694] Epoch: [147] [ 900/2904] eta: 0:25:42 lr: 0.002284 loss: 0.1851 (0.1991) loss_rec_all: 0.2110 (0.2249) loss_rec_sfr: 0.2776 (0.2964) loss_cl: -0.2791 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [09:05:52.122071] Epoch: [147] [ 920/2904] eta: 0:25:26 lr: 0.002284 loss: 0.1873 (0.1991) loss_rec_all: 0.2135 (0.2249) loss_rec_sfr: 0.2847 (0.2965) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [09:06:07.030825] Epoch: [147] [ 940/2904] eta: 0:25:10 lr: 0.002284 loss: 0.1937 (0.1993) loss_rec_all: 0.2196 (0.2251) loss_rec_sfr: 0.2845 (0.2971) loss_cl: -0.2791 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [09:06:21.931402] Epoch: [147] [ 960/2904] eta: 0:24:53 lr: 0.002284 loss: 0.1888 (0.1993) loss_rec_all: 0.2149 (0.2251) loss_rec_sfr: 0.2616 (0.2968) loss_cl: -0.2785 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [09:06:36.834013] Epoch: [147] [ 980/2904] eta: 0:24:37 lr: 0.002284 loss: 0.1888 (0.1993) loss_rec_all: 0.2147 (0.2251) loss_rec_sfr: 0.2633 (0.2969) loss_cl: -0.2783 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [09:06:51.741737] Epoch: [147] [1000/2904] eta: 0:24:21 lr: 0.002284 loss: 0.1864 (0.1992) loss_rec_all: 0.2122 (0.2250) loss_rec_sfr: 0.2783 (0.2968) loss_cl: -0.2786 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [09:07:06.645361] Epoch: [147] [1020/2904] eta: 0:24:05 lr: 0.002284 loss: 0.1907 (0.1992) loss_rec_all: 0.2167 (0.2250) loss_rec_sfr: 0.2905 (0.2970) loss_cl: -0.2791 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [09:07:21.553072] Epoch: [147] [1040/2904] eta: 0:23:49 lr: 0.002284 loss: 0.1928 (0.1994) loss_rec_all: 0.2187 (0.2252) loss_rec_sfr: 0.2932 (0.2978) loss_cl: -0.2790 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [09:07:36.460004] Epoch: [147] [1060/2904] eta: 0:23:32 lr: 0.002284 loss: 0.1909 (0.1995) loss_rec_all: 0.2168 (0.2253) loss_rec_sfr: 0.2706 (0.2979) loss_cl: -0.2790 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [09:07:51.363893] Epoch: [147] [1080/2904] eta: 0:23:16 lr: 0.002284 loss: 0.1895 (0.1996) loss_rec_all: 0.2153 (0.2254) loss_rec_sfr: 0.2750 (0.2979) loss_cl: -0.2788 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [09:08:06.273425] Epoch: [147] [1100/2904] eta: 0:23:00 lr: 0.002284 loss: 0.1878 (0.1996) loss_rec_all: 0.2139 (0.2254) loss_rec_sfr: 0.2673 (0.2979) loss_cl: -0.2792 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [09:08:21.175858] Epoch: [147] [1120/2904] eta: 0:22:44 lr: 0.002284 loss: 0.1912 (0.1996) loss_rec_all: 0.2173 (0.2254) loss_rec_sfr: 0.2806 (0.2983) loss_cl: -0.2785 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [09:08:36.078423] Epoch: [147] [1140/2904] eta: 0:22:29 lr: 0.002284 loss: 0.1902 (0.1997) loss_rec_all: 0.2161 (0.2255) loss_rec_sfr: 0.2803 (0.2985) loss_cl: -0.2789 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [09:08:50.983928] Epoch: [147] [1160/2904] eta: 0:22:13 lr: 0.002284 loss: 0.1902 (0.1997) loss_rec_all: 0.2161 (0.2255) loss_rec_sfr: 0.2864 (0.2984) loss_cl: -0.2785 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [09:09:05.890376] Epoch: [147] [1180/2904] eta: 0:21:57 lr: 0.002284 loss: 0.1846 (0.1995) loss_rec_all: 0.2109 (0.2253) loss_rec_sfr: 0.2477 (0.2978) loss_cl: -0.2789 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [09:09:20.791669] Epoch: [147] [1200/2904] eta: 0:21:41 lr: 0.002284 loss: 0.1912 (0.1995) loss_rec_all: 0.2173 (0.2253) loss_rec_sfr: 0.2648 (0.2974) loss_cl: -0.2784 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [09:09:35.696629] Epoch: [147] [1220/2904] eta: 0:21:25 lr: 0.002284 loss: 0.1866 (0.1995) loss_rec_all: 0.2125 (0.2253) loss_rec_sfr: 0.2810 (0.2976) loss_cl: -0.2792 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [09:09:50.599916] Epoch: [147] [1240/2904] eta: 0:21:09 lr: 0.002284 loss: 0.1895 (0.1995) loss_rec_all: 0.2154 (0.2253) loss_rec_sfr: 0.2726 (0.2977) loss_cl: -0.2794 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [09:10:05.510656] Epoch: [147] [1260/2904] eta: 0:20:54 lr: 0.002284 loss: 0.1909 (0.1995) loss_rec_all: 0.2171 (0.2253) loss_rec_sfr: 0.2679 (0.2975) loss_cl: -0.2781 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [09:10:20.412921] Epoch: [147] [1280/2904] eta: 0:20:38 lr: 0.002284 loss: 0.1887 (0.1995) loss_rec_all: 0.2144 (0.2253) loss_rec_sfr: 0.2765 (0.2974) loss_cl: -0.2778 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [09:10:35.316897] Epoch: [147] [1300/2904] eta: 0:20:22 lr: 0.002284 loss: 0.1892 (0.1995) loss_rec_all: 0.2149 (0.2253) loss_rec_sfr: 0.2832 (0.2977) loss_cl: -0.2789 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [09:10:50.218314] Epoch: [147] [1320/2904] eta: 0:20:07 lr: 0.002284 loss: 0.1892 (0.1995) loss_rec_all: 0.2153 (0.2253) loss_rec_sfr: 0.2667 (0.2976) loss_cl: -0.2789 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [09:11:05.122927] Epoch: [147] [1340/2904] eta: 0:19:51 lr: 0.002284 loss: 0.1889 (0.1995) loss_rec_all: 0.2149 (0.2253) loss_rec_sfr: 0.2816 (0.2977) loss_cl: -0.2796 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [09:11:20.034170] Epoch: [147] [1360/2904] eta: 0:19:35 lr: 0.002284 loss: 0.1881 (0.1996) loss_rec_all: 0.2143 (0.2253) loss_rec_sfr: 0.2726 (0.2979) loss_cl: -0.2795 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [09:11:34.944586] Epoch: [147] [1380/2904] eta: 0:19:20 lr: 0.002284 loss: 0.1862 (0.1995) loss_rec_all: 0.2120 (0.2253) loss_rec_sfr: 0.2724 (0.2978) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [09:11:49.848198] Epoch: [147] [1400/2904] eta: 0:19:04 lr: 0.002283 loss: 0.1857 (0.1995) loss_rec_all: 0.2119 (0.2253) loss_rec_sfr: 0.2383 (0.2975) loss_cl: -0.2791 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [09:12:04.760575] Epoch: [147] [1420/2904] eta: 0:18:49 lr: 0.002283 loss: 0.1876 (0.1995) loss_rec_all: 0.2134 (0.2253) loss_rec_sfr: 0.2915 (0.2975) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [09:12:19.667101] Epoch: [147] [1440/2904] eta: 0:18:33 lr: 0.002283 loss: 0.1911 (0.1995) loss_rec_all: 0.2168 (0.2253) loss_rec_sfr: 0.2793 (0.2976) loss_cl: -0.2780 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [09:12:34.574356] Epoch: [147] [1460/2904] eta: 0:18:18 lr: 0.002283 loss: 0.1872 (0.1994) loss_rec_all: 0.2131 (0.2252) loss_rec_sfr: 0.2795 (0.2974) loss_cl: -0.2788 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [09:12:49.476333] Epoch: [147] [1480/2904] eta: 0:18:02 lr: 0.002283 loss: 0.1851 (0.1993) loss_rec_all: 0.2114 (0.2251) loss_rec_sfr: 0.2559 (0.2971) loss_cl: -0.2793 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [09:13:04.389733] Epoch: [147] [1500/2904] eta: 0:17:47 lr: 0.002283 loss: 0.1889 (0.1993) loss_rec_all: 0.2150 (0.2251) loss_rec_sfr: 0.2735 (0.2971) loss_cl: -0.2784 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [09:13:19.300135] Epoch: [147] [1520/2904] eta: 0:17:31 lr: 0.002283 loss: 0.1892 (0.1993) loss_rec_all: 0.2150 (0.2251) loss_rec_sfr: 0.2893 (0.2971) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [09:13:34.207857] Epoch: [147] [1540/2904] eta: 0:17:16 lr: 0.002283 loss: 0.1876 (0.1992) loss_rec_all: 0.2134 (0.2250) loss_rec_sfr: 0.2735 (0.2970) loss_cl: -0.2787 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [09:13:49.116517] Epoch: [147] [1560/2904] eta: 0:17:00 lr: 0.002283 loss: 0.1862 (0.1992) loss_rec_all: 0.2120 (0.2250) loss_rec_sfr: 0.2785 (0.2969) loss_cl: -0.2787 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [09:14:04.025023] Epoch: [147] [1580/2904] eta: 0:16:45 lr: 0.002283 loss: 0.1926 (0.1992) loss_rec_all: 0.2183 (0.2250) loss_rec_sfr: 0.2914 (0.2973) loss_cl: -0.2783 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [09:14:18.932280] Epoch: [147] [1600/2904] eta: 0:16:29 lr: 0.002283 loss: 0.1868 (0.1992) loss_rec_all: 0.2124 (0.2250) loss_rec_sfr: 0.2676 (0.2971) loss_cl: -0.2787 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [09:14:33.840231] Epoch: [147] [1620/2904] eta: 0:16:14 lr: 0.002283 loss: 0.1910 (0.1992) loss_rec_all: 0.2176 (0.2250) loss_rec_sfr: 0.2787 (0.2971) loss_cl: -0.2786 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [09:14:48.748098] Epoch: [147] [1640/2904] eta: 0:15:59 lr: 0.002283 loss: 0.1951 (0.1992) loss_rec_all: 0.2211 (0.2250) loss_rec_sfr: 0.2762 (0.2971) loss_cl: -0.2797 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [09:15:03.649876] Epoch: [147] [1660/2904] eta: 0:15:43 lr: 0.002283 loss: 0.1863 (0.1991) loss_rec_all: 0.2121 (0.2249) loss_rec_sfr: 0.2743 (0.2968) loss_cl: -0.2788 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [09:15:18.552373] Epoch: [147] [1680/2904] eta: 0:15:28 lr: 0.002283 loss: 0.1890 (0.1991) loss_rec_all: 0.2147 (0.2249) loss_rec_sfr: 0.2673 (0.2967) loss_cl: -0.2785 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [09:15:33.462724] Epoch: [147] [1700/2904] eta: 0:15:13 lr: 0.002283 loss: 0.1869 (0.1990) loss_rec_all: 0.2128 (0.2248) loss_rec_sfr: 0.2740 (0.2965) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [09:15:48.367516] Epoch: [147] [1720/2904] eta: 0:14:57 lr: 0.002283 loss: 0.1881 (0.1990) loss_rec_all: 0.2144 (0.2248) loss_rec_sfr: 0.2867 (0.2964) loss_cl: -0.2788 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [09:16:03.279174] Epoch: [147] [1740/2904] eta: 0:14:42 lr: 0.002283 loss: 0.1892 (0.1990) loss_rec_all: 0.2148 (0.2248) loss_rec_sfr: 0.2927 (0.2965) loss_cl: -0.2791 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [09:16:18.180202] Epoch: [147] [1760/2904] eta: 0:14:27 lr: 0.002283 loss: 0.1884 (0.1990) loss_rec_all: 0.2144 (0.2248) loss_rec_sfr: 0.2811 (0.2967) loss_cl: -0.2786 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [09:16:33.089106] Epoch: [147] [1780/2904] eta: 0:14:11 lr: 0.002283 loss: 0.1908 (0.1990) loss_rec_all: 0.2163 (0.2248) loss_rec_sfr: 0.2734 (0.2967) loss_cl: -0.2788 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [09:16:47.999970] Epoch: [147] [1800/2904] eta: 0:13:56 lr: 0.002283 loss: 0.1853 (0.1990) loss_rec_all: 0.2111 (0.2248) loss_rec_sfr: 0.2822 (0.2968) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [09:17:02.905434] Epoch: [147] [1820/2904] eta: 0:13:41 lr: 0.002283 loss: 0.1904 (0.1991) loss_rec_all: 0.2166 (0.2249) loss_rec_sfr: 0.2611 (0.2970) loss_cl: -0.2791 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [09:17:17.808394] Epoch: [147] [1840/2904] eta: 0:13:25 lr: 0.002283 loss: 0.1883 (0.1991) loss_rec_all: 0.2145 (0.2249) loss_rec_sfr: 0.2803 (0.2972) loss_cl: -0.2787 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [09:17:32.720377] Epoch: [147] [1860/2904] eta: 0:13:10 lr: 0.002283 loss: 0.1910 (0.1991) loss_rec_all: 0.2167 (0.2249) loss_rec_sfr: 0.2732 (0.2971) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [09:17:47.620994] Epoch: [147] [1880/2904] eta: 0:12:55 lr: 0.002283 loss: 0.1934 (0.1993) loss_rec_all: 0.2193 (0.2250) loss_rec_sfr: 0.2837 (0.2975) loss_cl: -0.2787 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [09:18:02.522796] Epoch: [147] [1900/2904] eta: 0:12:40 lr: 0.002283 loss: 0.1856 (0.1992) loss_rec_all: 0.2116 (0.2250) loss_rec_sfr: 0.2749 (0.2973) loss_cl: -0.2790 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [09:18:17.436492] Epoch: [147] [1920/2904] eta: 0:12:24 lr: 0.002283 loss: 0.1878 (0.1991) loss_rec_all: 0.2137 (0.2249) loss_rec_sfr: 0.2706 (0.2971) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [09:18:32.341018] Epoch: [147] [1940/2904] eta: 0:12:09 lr: 0.002283 loss: 0.1877 (0.1991) loss_rec_all: 0.2138 (0.2249) loss_rec_sfr: 0.2651 (0.2970) loss_cl: -0.2790 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [09:18:47.250197] Epoch: [147] [1960/2904] eta: 0:11:54 lr: 0.002283 loss: 0.1923 (0.1993) loss_rec_all: 0.2181 (0.2251) loss_rec_sfr: 0.2874 (0.2975) loss_cl: -0.2791 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [09:19:02.160749] Epoch: [147] [1980/2904] eta: 0:11:39 lr: 0.002283 loss: 0.1856 (0.1992) loss_rec_all: 0.2120 (0.2250) loss_rec_sfr: 0.2609 (0.2972) loss_cl: -0.2783 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [09:19:17.067866] Epoch: [147] [2000/2904] eta: 0:11:23 lr: 0.002283 loss: 0.1866 (0.1991) loss_rec_all: 0.2124 (0.2249) loss_rec_sfr: 0.2762 (0.2970) loss_cl: -0.2784 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [09:19:31.974131] Epoch: [147] [2020/2904] eta: 0:11:08 lr: 0.002283 loss: 0.1862 (0.1991) loss_rec_all: 0.2122 (0.2248) loss_rec_sfr: 0.2821 (0.2971) loss_cl: -0.2790 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [09:19:46.883311] Epoch: [147] [2040/2904] eta: 0:10:53 lr: 0.002283 loss: 0.1878 (0.1990) loss_rec_all: 0.2140 (0.2248) loss_rec_sfr: 0.2742 (0.2968) loss_cl: -0.2794 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [09:20:01.790211] Epoch: [147] [2060/2904] eta: 0:10:38 lr: 0.002283 loss: 0.1840 (0.1989) loss_rec_all: 0.2100 (0.2247) loss_rec_sfr: 0.2732 (0.2968) loss_cl: -0.2787 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [09:20:16.694092] Epoch: [147] [2080/2904] eta: 0:10:22 lr: 0.002283 loss: 0.1878 (0.1989) loss_rec_all: 0.2138 (0.2247) loss_rec_sfr: 0.2728 (0.2966) loss_cl: -0.2792 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [09:20:31.598425] Epoch: [147] [2100/2904] eta: 0:10:07 lr: 0.002283 loss: 0.1889 (0.1990) loss_rec_all: 0.2148 (0.2248) loss_rec_sfr: 0.2839 (0.2969) loss_cl: -0.2790 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [09:20:46.505936] Epoch: [147] [2120/2904] eta: 0:09:52 lr: 0.002283 loss: 0.1917 (0.1990) loss_rec_all: 0.2178 (0.2248) loss_rec_sfr: 0.2770 (0.2971) loss_cl: -0.2793 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [09:21:01.414072] Epoch: [147] [2140/2904] eta: 0:09:37 lr: 0.002283 loss: 0.1826 (0.1989) loss_rec_all: 0.2086 (0.2247) loss_rec_sfr: 0.2709 (0.2968) loss_cl: -0.2783 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [09:21:16.328817] Epoch: [147] [2160/2904] eta: 0:09:22 lr: 0.002283 loss: 0.1855 (0.1989) loss_rec_all: 0.2116 (0.2247) loss_rec_sfr: 0.2641 (0.2966) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [09:21:31.245044] Epoch: [147] [2180/2904] eta: 0:09:06 lr: 0.002283 loss: 0.1858 (0.1989) loss_rec_all: 0.2117 (0.2247) loss_rec_sfr: 0.2877 (0.2968) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [09:21:46.157282] Epoch: [147] [2200/2904] eta: 0:08:51 lr: 0.002283 loss: 0.1887 (0.1989) loss_rec_all: 0.2151 (0.2247) loss_rec_sfr: 0.2677 (0.2966) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [09:22:01.067120] Epoch: [147] [2220/2904] eta: 0:08:36 lr: 0.002283 loss: 0.1854 (0.1989) loss_rec_all: 0.2113 (0.2247) loss_rec_sfr: 0.2761 (0.2966) loss_cl: -0.2796 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [09:22:15.981929] Epoch: [147] [2240/2904] eta: 0:08:21 lr: 0.002283 loss: 0.1886 (0.1988) loss_rec_all: 0.2148 (0.2246) loss_rec_sfr: 0.2406 (0.2964) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [09:22:30.885197] Epoch: [147] [2260/2904] eta: 0:08:06 lr: 0.002283 loss: 0.1911 (0.1988) loss_rec_all: 0.2168 (0.2246) loss_rec_sfr: 0.2729 (0.2964) loss_cl: -0.2780 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [09:22:45.798680] Epoch: [147] [2280/2904] eta: 0:07:51 lr: 0.002283 loss: 0.1953 (0.1989) loss_rec_all: 0.2213 (0.2247) loss_rec_sfr: 0.2782 (0.2967) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [09:23:00.702602] Epoch: [147] [2300/2904] eta: 0:07:35 lr: 0.002283 loss: 0.1901 (0.1990) loss_rec_all: 0.2160 (0.2248) loss_rec_sfr: 0.2769 (0.2968) loss_cl: -0.2798 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [09:23:15.606080] Epoch: [147] [2320/2904] eta: 0:07:20 lr: 0.002283 loss: 0.1892 (0.1990) loss_rec_all: 0.2152 (0.2248) loss_rec_sfr: 0.2777 (0.2969) loss_cl: -0.2788 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [09:23:30.511576] Epoch: [147] [2340/2904] eta: 0:07:05 lr: 0.002283 loss: 0.1865 (0.1990) loss_rec_all: 0.2123 (0.2248) loss_rec_sfr: 0.2922 (0.2970) loss_cl: -0.2790 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [09:23:45.415391] Epoch: [147] [2360/2904] eta: 0:06:50 lr: 0.002283 loss: 0.1884 (0.1990) loss_rec_all: 0.2148 (0.2248) loss_rec_sfr: 0.2781 (0.2971) loss_cl: -0.2784 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [09:24:00.330745] Epoch: [147] [2380/2904] eta: 0:06:35 lr: 0.002283 loss: 0.1880 (0.1990) loss_rec_all: 0.2137 (0.2248) loss_rec_sfr: 0.2932 (0.2973) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [09:24:15.244373] Epoch: [147] [2400/2904] eta: 0:06:20 lr: 0.002283 loss: 0.1842 (0.1989) loss_rec_all: 0.2102 (0.2247) loss_rec_sfr: 0.2302 (0.2969) loss_cl: -0.2783 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [09:24:30.154522] Epoch: [147] [2420/2904] eta: 0:06:05 lr: 0.002283 loss: 0.1922 (0.1990) loss_rec_all: 0.2180 (0.2248) loss_rec_sfr: 0.2825 (0.2970) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [09:24:45.059346] Epoch: [147] [2440/2904] eta: 0:05:50 lr: 0.002283 loss: 0.1877 (0.1989) loss_rec_all: 0.2141 (0.2247) loss_rec_sfr: 0.2450 (0.2969) loss_cl: -0.2791 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [09:24:59.957761] Epoch: [147] [2460/2904] eta: 0:05:34 lr: 0.002283 loss: 0.1943 (0.1990) loss_rec_all: 0.2205 (0.2248) loss_rec_sfr: 0.2911 (0.2972) loss_cl: -0.2795 (-0.2788) time: 0.7449 data: 0.0002 max mem: 29860 [09:25:14.861058] Epoch: [147] [2480/2904] eta: 0:05:19 lr: 0.002283 loss: 0.1854 (0.1990) loss_rec_all: 0.2113 (0.2248) loss_rec_sfr: 0.2706 (0.2970) loss_cl: -0.2788 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [09:25:29.765473] Epoch: [147] [2500/2904] eta: 0:05:04 lr: 0.002283 loss: 0.1846 (0.1990) loss_rec_all: 0.2108 (0.2248) loss_rec_sfr: 0.2753 (0.2969) loss_cl: -0.2789 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [09:25:44.667689] Epoch: [147] [2520/2904] eta: 0:04:49 lr: 0.002283 loss: 0.1867 (0.1989) loss_rec_all: 0.2126 (0.2247) loss_rec_sfr: 0.2660 (0.2968) loss_cl: -0.2784 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [09:25:59.570098] Epoch: [147] [2540/2904] eta: 0:04:34 lr: 0.002283 loss: 0.1920 (0.1990) loss_rec_all: 0.2177 (0.2248) loss_rec_sfr: 0.2796 (0.2970) loss_cl: -0.2775 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [09:26:14.468974] Epoch: [147] [2560/2904] eta: 0:04:19 lr: 0.002283 loss: 0.1864 (0.1989) loss_rec_all: 0.2124 (0.2247) loss_rec_sfr: 0.2838 (0.2969) loss_cl: -0.2782 (-0.2788) time: 0.7449 data: 0.0002 max mem: 29860 [09:26:29.368090] Epoch: [147] [2580/2904] eta: 0:04:04 lr: 0.002283 loss: 0.1883 (0.1990) loss_rec_all: 0.2143 (0.2248) loss_rec_sfr: 0.2828 (0.2971) loss_cl: -0.2798 (-0.2788) time: 0.7449 data: 0.0002 max mem: 29860 [09:26:44.267883] Epoch: [147] [2600/2904] eta: 0:03:49 lr: 0.002283 loss: 0.1890 (0.1990) loss_rec_all: 0.2149 (0.2248) loss_rec_sfr: 0.2883 (0.2973) loss_cl: -0.2794 (-0.2788) time: 0.7449 data: 0.0002 max mem: 29860 [09:26:59.173235] Epoch: [147] [2620/2904] eta: 0:03:34 lr: 0.002283 loss: 0.1903 (0.1990) loss_rec_all: 0.2162 (0.2248) loss_rec_sfr: 0.2713 (0.2973) loss_cl: -0.2788 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [09:27:14.085897] Epoch: [147] [2640/2904] eta: 0:03:18 lr: 0.002283 loss: 0.1919 (0.1991) loss_rec_all: 0.2179 (0.2249) loss_rec_sfr: 0.2747 (0.2973) loss_cl: -0.2781 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [09:27:28.988890] Epoch: [147] [2660/2904] eta: 0:03:03 lr: 0.002283 loss: 0.1870 (0.1990) loss_rec_all: 0.2132 (0.2248) loss_rec_sfr: 0.2594 (0.2972) loss_cl: -0.2791 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [09:27:43.888688] Epoch: [147] [2680/2904] eta: 0:02:48 lr: 0.002283 loss: 0.1869 (0.1990) loss_rec_all: 0.2130 (0.2248) loss_rec_sfr: 0.2744 (0.2971) loss_cl: -0.2792 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [09:27:58.795168] Epoch: [147] [2700/2904] eta: 0:02:33 lr: 0.002283 loss: 0.1934 (0.1990) loss_rec_all: 0.2193 (0.2248) loss_rec_sfr: 0.2692 (0.2970) loss_cl: -0.2786 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [09:28:13.707702] Epoch: [147] [2720/2904] eta: 0:02:18 lr: 0.002283 loss: 0.1932 (0.1991) loss_rec_all: 0.2191 (0.2249) loss_rec_sfr: 0.2836 (0.2972) loss_cl: -0.2779 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [09:28:28.618645] Epoch: [147] [2740/2904] eta: 0:02:03 lr: 0.002283 loss: 0.1920 (0.1991) loss_rec_all: 0.2177 (0.2249) loss_rec_sfr: 0.2769 (0.2973) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [09:28:43.522791] Epoch: [147] [2760/2904] eta: 0:01:48 lr: 0.002282 loss: 0.1913 (0.1992) loss_rec_all: 0.2176 (0.2250) loss_rec_sfr: 0.2824 (0.2975) loss_cl: -0.2792 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [09:28:58.427434] Epoch: [147] [2780/2904] eta: 0:01:33 lr: 0.002282 loss: 0.1909 (0.1992) loss_rec_all: 0.2168 (0.2250) loss_rec_sfr: 0.2690 (0.2976) loss_cl: -0.2786 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [09:29:13.336021] Epoch: [147] [2800/2904] eta: 0:01:18 lr: 0.002282 loss: 0.1904 (0.1992) loss_rec_all: 0.2162 (0.2250) loss_rec_sfr: 0.2706 (0.2976) loss_cl: -0.2785 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [09:29:28.240096] Epoch: [147] [2820/2904] eta: 0:01:03 lr: 0.002282 loss: 0.1917 (0.1992) loss_rec_all: 0.2178 (0.2250) loss_rec_sfr: 0.2739 (0.2977) loss_cl: -0.2782 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [09:29:43.177674] Epoch: [147] [2840/2904] eta: 0:00:48 lr: 0.002282 loss: 0.1912 (0.1992) loss_rec_all: 0.2173 (0.2250) loss_rec_sfr: 0.2835 (0.2977) loss_cl: -0.2775 (-0.2788) time: 0.7468 data: 0.0023 max mem: 29860 [09:29:58.068906] Epoch: [147] [2860/2904] eta: 0:00:33 lr: 0.002282 loss: 0.1883 (0.1992) loss_rec_all: 0.2148 (0.2250) loss_rec_sfr: 0.2452 (0.2975) loss_cl: -0.2803 (-0.2788) time: 0.7445 data: 0.0001 max mem: 29860 [09:30:12.966955] Epoch: [147] [2880/2904] eta: 0:00:18 lr: 0.002282 loss: 0.1893 (0.1992) loss_rec_all: 0.2152 (0.2250) loss_rec_sfr: 0.2742 (0.2976) loss_cl: -0.2804 (-0.2788) time: 0.7449 data: 0.0001 max mem: 29860 [09:30:27.856130] Epoch: [147] [2900/2904] eta: 0:00:03 lr: 0.002282 loss: 0.1886 (0.1992) loss_rec_all: 0.2147 (0.2250) loss_rec_sfr: 0.2496 (0.2973) loss_cl: -0.2787 (-0.2788) time: 0.7444 data: 0.0001 max mem: 29860 [09:30:30.098396] Epoch: [147] [2903/2904] eta: 0:00:00 lr: 0.002282 loss: 0.1886 (0.1992) loss_rec_all: 0.2147 (0.2250) loss_rec_sfr: 0.2372 (0.2973) loss_cl: -0.2786 (-0.2788) time: 0.7445 data: 0.0001 max mem: 29860 [09:30:32.174484] Epoch: [147] Total time: 0:36:28 (0.7537 s / it) [09:30:32.175396] Averaged stats: lr: 0.002282 loss: 0.1886 (0.2009) loss_rec_all: 0.2147 (0.2244) loss_rec_sfr: 0.2372 (0.2949) loss_cl: -0.2786 (-0.2555) [09:30:32.180087] log_dir: ./checkpoint/VF2_ViT-B [09:30:48.260960] Epoch: [148] [ 0/2904] eta: 12:58:16 lr: 0.002282 loss: 0.1770 (0.1770) loss_rec_all: 0.2029 (0.2029) loss_rec_sfr: 0.2816 (0.2816) loss_cl: -0.2783 (-0.2783) time: 16.0802 data: 14.7868 max mem: 29860 [09:31:04.666056] Epoch: [148] [ 20/2904] eta: 1:14:21 lr: 0.002282 loss: 0.1870 (0.2022) loss_rec_all: 0.2126 (0.2278) loss_rec_sfr: 0.2673 (0.3140) loss_cl: -0.2781 (-0.2782) time: 0.8202 data: 0.0002 max mem: 29860 [09:31:19.576041] Epoch: [148] [ 40/2904] eta: 0:55:10 lr: 0.002282 loss: 0.1881 (0.2018) loss_rec_all: 0.2141 (0.2275) loss_rec_sfr: 0.2671 (0.3081) loss_cl: -0.2787 (-0.2784) time: 0.7454 data: 0.0002 max mem: 29860 [09:31:34.505513] Epoch: [148] [ 60/2904] eta: 0:48:25 lr: 0.002282 loss: 0.1875 (0.2014) loss_rec_all: 0.2133 (0.2271) loss_rec_sfr: 0.2443 (0.3037) loss_cl: -0.2792 (-0.2786) time: 0.7464 data: 0.0002 max mem: 29860 [09:31:49.441419] Epoch: [148] [ 80/2904] eta: 0:44:53 lr: 0.002282 loss: 0.1896 (0.2000) loss_rec_all: 0.2153 (0.2258) loss_rec_sfr: 0.2715 (0.2980) loss_cl: -0.2783 (-0.2785) time: 0.7468 data: 0.0002 max mem: 29860 [09:32:04.389984] Epoch: [148] [ 100/2904] eta: 0:42:39 lr: 0.002282 loss: 0.1866 (0.1982) loss_rec_all: 0.2125 (0.2240) loss_rec_sfr: 0.2586 (0.2910) loss_cl: -0.2797 (-0.2787) time: 0.7474 data: 0.0002 max mem: 29860 [09:32:19.348876] Epoch: [148] [ 120/2904] eta: 0:41:05 lr: 0.002282 loss: 0.1875 (0.1976) loss_rec_all: 0.2136 (0.2235) loss_rec_sfr: 0.2597 (0.2885) loss_cl: -0.2796 (-0.2788) time: 0.7479 data: 0.0002 max mem: 29860 [09:32:34.319552] Epoch: [148] [ 140/2904] eta: 0:39:54 lr: 0.002282 loss: 0.1978 (0.2002) loss_rec_all: 0.2239 (0.2260) loss_rec_sfr: 0.2898 (0.2965) loss_cl: -0.2790 (-0.2788) time: 0.7485 data: 0.0002 max mem: 29860 [09:32:49.281171] Epoch: [148] [ 160/2904] eta: 0:38:56 lr: 0.002282 loss: 0.1836 (0.1984) loss_rec_all: 0.2097 (0.2242) loss_rec_sfr: 0.2676 (0.2911) loss_cl: -0.2790 (-0.2788) time: 0.7480 data: 0.0002 max mem: 29860 [09:33:04.307554] Epoch: [148] [ 180/2904] eta: 0:38:09 lr: 0.002282 loss: 0.1844 (0.1983) loss_rec_all: 0.2107 (0.2241) loss_rec_sfr: 0.2799 (0.2925) loss_cl: -0.2789 (-0.2788) time: 0.7513 data: 0.0002 max mem: 29860 [09:33:19.307433] Epoch: [148] [ 200/2904] eta: 0:37:28 lr: 0.002282 loss: 0.1881 (0.1984) loss_rec_all: 0.2143 (0.2242) loss_rec_sfr: 0.2770 (0.2926) loss_cl: -0.2793 (-0.2788) time: 0.7500 data: 0.0002 max mem: 29860 [09:33:34.297080] Epoch: [148] [ 220/2904] eta: 0:36:51 lr: 0.002282 loss: 0.1875 (0.1979) loss_rec_all: 0.2138 (0.2238) loss_rec_sfr: 0.2732 (0.2914) loss_cl: -0.2786 (-0.2788) time: 0.7494 data: 0.0002 max mem: 29860 [09:33:49.305535] Epoch: [148] [ 240/2904] eta: 0:36:18 lr: 0.002282 loss: 0.1841 (0.1976) loss_rec_all: 0.2103 (0.2234) loss_rec_sfr: 0.2752 (0.2905) loss_cl: -0.2786 (-0.2788) time: 0.7504 data: 0.0002 max mem: 29860 [09:34:04.283573] Epoch: [148] [ 260/2904] eta: 0:35:48 lr: 0.002282 loss: 0.1884 (0.1976) loss_rec_all: 0.2143 (0.2235) loss_rec_sfr: 0.2748 (0.2906) loss_cl: -0.2783 (-0.2787) time: 0.7489 data: 0.0002 max mem: 29860 [09:34:19.283645] Epoch: [148] [ 280/2904] eta: 0:35:20 lr: 0.002282 loss: 0.1868 (0.1972) loss_rec_all: 0.2126 (0.2230) loss_rec_sfr: 0.2608 (0.2884) loss_cl: -0.2790 (-0.2788) time: 0.7500 data: 0.0002 max mem: 29860 [09:34:34.256774] Epoch: [148] [ 300/2904] eta: 0:34:54 lr: 0.002282 loss: 0.1895 (0.1978) loss_rec_all: 0.2158 (0.2236) loss_rec_sfr: 0.2632 (0.2898) loss_cl: -0.2787 (-0.2787) time: 0.7486 data: 0.0002 max mem: 29860 [09:34:49.223313] Epoch: [148] [ 320/2904] eta: 0:34:29 lr: 0.002282 loss: 0.1882 (0.1980) loss_rec_all: 0.2142 (0.2238) loss_rec_sfr: 0.2870 (0.2910) loss_cl: -0.2782 (-0.2787) time: 0.7483 data: 0.0002 max mem: 29860 [09:35:04.167203] Epoch: [148] [ 340/2904] eta: 0:34:04 lr: 0.002282 loss: 0.1888 (0.1980) loss_rec_all: 0.2147 (0.2238) loss_rec_sfr: 0.2741 (0.2909) loss_cl: -0.2789 (-0.2787) time: 0.7472 data: 0.0002 max mem: 29860 [09:35:19.083890] Epoch: [148] [ 360/2904] eta: 0:33:41 lr: 0.002282 loss: 0.1864 (0.1977) loss_rec_all: 0.2123 (0.2236) loss_rec_sfr: 0.2651 (0.2901) loss_cl: -0.2787 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [09:35:33.992986] Epoch: [148] [ 380/2904] eta: 0:33:19 lr: 0.002282 loss: 0.1887 (0.1977) loss_rec_all: 0.2148 (0.2235) loss_rec_sfr: 0.2678 (0.2900) loss_cl: -0.2792 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [09:35:48.905306] Epoch: [148] [ 400/2904] eta: 0:32:57 lr: 0.002282 loss: 0.1875 (0.1974) loss_rec_all: 0.2137 (0.2233) loss_rec_sfr: 0.2576 (0.2892) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [09:36:03.819108] Epoch: [148] [ 420/2904] eta: 0:32:36 lr: 0.002282 loss: 0.1867 (0.1971) loss_rec_all: 0.2129 (0.2229) loss_rec_sfr: 0.2618 (0.2880) loss_cl: -0.2785 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [09:36:18.729272] Epoch: [148] [ 440/2904] eta: 0:32:16 lr: 0.002282 loss: 0.1922 (0.1971) loss_rec_all: 0.2180 (0.2230) loss_rec_sfr: 0.2662 (0.2881) loss_cl: -0.2786 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [09:36:33.643088] Epoch: [148] [ 460/2904] eta: 0:31:56 lr: 0.002282 loss: 0.1869 (0.1974) loss_rec_all: 0.2130 (0.2233) loss_rec_sfr: 0.2699 (0.2891) loss_cl: -0.2788 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [09:36:48.551422] Epoch: [148] [ 480/2904] eta: 0:31:36 lr: 0.002282 loss: 0.1860 (0.1971) loss_rec_all: 0.2125 (0.2229) loss_rec_sfr: 0.2682 (0.2883) loss_cl: -0.2794 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [09:37:03.461773] Epoch: [148] [ 500/2904] eta: 0:31:17 lr: 0.002282 loss: 0.1835 (0.1968) loss_rec_all: 0.2100 (0.2227) loss_rec_sfr: 0.2393 (0.2876) loss_cl: -0.2794 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [09:37:18.372601] Epoch: [148] [ 520/2904] eta: 0:30:58 lr: 0.002282 loss: 0.1900 (0.1967) loss_rec_all: 0.2161 (0.2226) loss_rec_sfr: 0.2780 (0.2875) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [09:37:33.285713] Epoch: [148] [ 540/2904] eta: 0:30:39 lr: 0.002282 loss: 0.1874 (0.1968) loss_rec_all: 0.2136 (0.2227) loss_rec_sfr: 0.2697 (0.2878) loss_cl: -0.2783 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [09:37:48.195271] Epoch: [148] [ 560/2904] eta: 0:30:21 lr: 0.002282 loss: 0.1888 (0.1968) loss_rec_all: 0.2149 (0.2226) loss_rec_sfr: 0.2666 (0.2875) loss_cl: -0.2785 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [09:38:03.106943] Epoch: [148] [ 580/2904] eta: 0:30:03 lr: 0.002282 loss: 0.1878 (0.1971) loss_rec_all: 0.2140 (0.2230) loss_rec_sfr: 0.2782 (0.2888) loss_cl: -0.2784 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [09:38:18.018593] Epoch: [148] [ 600/2904] eta: 0:29:45 lr: 0.002282 loss: 0.1911 (0.1974) loss_rec_all: 0.2168 (0.2233) loss_rec_sfr: 0.2680 (0.2897) loss_cl: -0.2795 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [09:38:32.934473] Epoch: [148] [ 620/2904] eta: 0:29:28 lr: 0.002282 loss: 0.1843 (0.1971) loss_rec_all: 0.2102 (0.2230) loss_rec_sfr: 0.2741 (0.2893) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [09:38:47.856186] Epoch: [148] [ 640/2904] eta: 0:29:10 lr: 0.002282 loss: 0.1922 (0.1974) loss_rec_all: 0.2179 (0.2232) loss_rec_sfr: 0.2830 (0.2901) loss_cl: -0.2779 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [09:39:02.771955] Epoch: [148] [ 660/2904] eta: 0:28:53 lr: 0.002282 loss: 0.1885 (0.1976) loss_rec_all: 0.2146 (0.2234) loss_rec_sfr: 0.2869 (0.2912) loss_cl: -0.2784 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [09:39:17.682843] Epoch: [148] [ 680/2904] eta: 0:28:36 lr: 0.002282 loss: 0.1942 (0.1977) loss_rec_all: 0.2202 (0.2235) loss_rec_sfr: 0.2652 (0.2911) loss_cl: -0.2785 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [09:39:32.598130] Epoch: [148] [ 700/2904] eta: 0:28:19 lr: 0.002282 loss: 0.1886 (0.1979) loss_rec_all: 0.2147 (0.2238) loss_rec_sfr: 0.2761 (0.2920) loss_cl: -0.2789 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [09:39:47.501048] Epoch: [148] [ 720/2904] eta: 0:28:02 lr: 0.002282 loss: 0.1898 (0.1979) loss_rec_all: 0.2162 (0.2237) loss_rec_sfr: 0.2708 (0.2915) loss_cl: -0.2792 (-0.2787) time: 0.7451 data: 0.0002 max mem: 29860 [09:40:02.410065] Epoch: [148] [ 740/2904] eta: 0:27:45 lr: 0.002282 loss: 0.1935 (0.1979) loss_rec_all: 0.2198 (0.2237) loss_rec_sfr: 0.2723 (0.2912) loss_cl: -0.2792 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [09:40:17.323959] Epoch: [148] [ 760/2904] eta: 0:27:28 lr: 0.002282 loss: 0.1885 (0.1979) loss_rec_all: 0.2142 (0.2238) loss_rec_sfr: 0.2686 (0.2914) loss_cl: -0.2779 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [09:40:32.234566] Epoch: [148] [ 780/2904] eta: 0:27:11 lr: 0.002282 loss: 0.1875 (0.1980) loss_rec_all: 0.2138 (0.2238) loss_rec_sfr: 0.2708 (0.2915) loss_cl: -0.2793 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [09:40:47.151308] Epoch: [148] [ 800/2904] eta: 0:26:55 lr: 0.002282 loss: 0.1870 (0.1979) loss_rec_all: 0.2131 (0.2238) loss_rec_sfr: 0.2734 (0.2913) loss_cl: -0.2800 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [09:41:02.065131] Epoch: [148] [ 820/2904] eta: 0:26:38 lr: 0.002282 loss: 0.1916 (0.1980) loss_rec_all: 0.2174 (0.2238) loss_rec_sfr: 0.2771 (0.2914) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [09:41:16.978325] Epoch: [148] [ 840/2904] eta: 0:26:22 lr: 0.002282 loss: 0.1848 (0.1978) loss_rec_all: 0.2107 (0.2236) loss_rec_sfr: 0.2731 (0.2911) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [09:41:31.889799] Epoch: [148] [ 860/2904] eta: 0:26:06 lr: 0.002282 loss: 0.1907 (0.1980) loss_rec_all: 0.2166 (0.2238) loss_rec_sfr: 0.2837 (0.2918) loss_cl: -0.2778 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [09:41:46.801689] Epoch: [148] [ 880/2904] eta: 0:25:49 lr: 0.002282 loss: 0.1858 (0.1979) loss_rec_all: 0.2114 (0.2237) loss_rec_sfr: 0.2608 (0.2914) loss_cl: -0.2776 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [09:42:01.710678] Epoch: [148] [ 900/2904] eta: 0:25:33 lr: 0.002282 loss: 0.1845 (0.1978) loss_rec_all: 0.2103 (0.2237) loss_rec_sfr: 0.2774 (0.2914) loss_cl: -0.2789 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [09:42:16.617199] Epoch: [148] [ 920/2904] eta: 0:25:17 lr: 0.002282 loss: 0.1883 (0.1980) loss_rec_all: 0.2145 (0.2238) loss_rec_sfr: 0.2807 (0.2920) loss_cl: -0.2794 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [09:42:31.528354] Epoch: [148] [ 940/2904] eta: 0:25:01 lr: 0.002282 loss: 0.1854 (0.1981) loss_rec_all: 0.2118 (0.2239) loss_rec_sfr: 0.2771 (0.2924) loss_cl: -0.2788 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [09:42:46.436998] Epoch: [148] [ 960/2904] eta: 0:24:45 lr: 0.002282 loss: 0.1917 (0.1981) loss_rec_all: 0.2178 (0.2240) loss_rec_sfr: 0.2498 (0.2924) loss_cl: -0.2789 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [09:43:01.339705] Epoch: [148] [ 980/2904] eta: 0:24:29 lr: 0.002282 loss: 0.1892 (0.1981) loss_rec_all: 0.2154 (0.2239) loss_rec_sfr: 0.2707 (0.2922) loss_cl: -0.2794 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [09:43:16.249366] Epoch: [148] [1000/2904] eta: 0:24:13 lr: 0.002282 loss: 0.1951 (0.1983) loss_rec_all: 0.2209 (0.2242) loss_rec_sfr: 0.2910 (0.2931) loss_cl: -0.2793 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [09:43:31.159756] Epoch: [148] [1020/2904] eta: 0:23:57 lr: 0.002282 loss: 0.1878 (0.1982) loss_rec_all: 0.2138 (0.2240) loss_rec_sfr: 0.2643 (0.2926) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [09:43:46.066140] Epoch: [148] [1040/2904] eta: 0:23:41 lr: 0.002282 loss: 0.1846 (0.1982) loss_rec_all: 0.2110 (0.2241) loss_rec_sfr: 0.2320 (0.2926) loss_cl: -0.2788 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [09:44:00.981170] Epoch: [148] [1060/2904] eta: 0:23:25 lr: 0.002282 loss: 0.1924 (0.1984) loss_rec_all: 0.2184 (0.2242) loss_rec_sfr: 0.2851 (0.2930) loss_cl: -0.2783 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [09:44:15.897062] Epoch: [148] [1080/2904] eta: 0:23:09 lr: 0.002282 loss: 0.1876 (0.1984) loss_rec_all: 0.2135 (0.2242) loss_rec_sfr: 0.2680 (0.2932) loss_cl: -0.2791 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [09:44:30.813264] Epoch: [148] [1100/2904] eta: 0:22:54 lr: 0.002282 loss: 0.1916 (0.1986) loss_rec_all: 0.2173 (0.2244) loss_rec_sfr: 0.2878 (0.2937) loss_cl: -0.2793 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [09:44:45.728601] Epoch: [148] [1120/2904] eta: 0:22:38 lr: 0.002282 loss: 0.1869 (0.1986) loss_rec_all: 0.2130 (0.2244) loss_rec_sfr: 0.2702 (0.2936) loss_cl: -0.2778 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [09:45:00.636815] Epoch: [148] [1140/2904] eta: 0:22:22 lr: 0.002282 loss: 0.1862 (0.1986) loss_rec_all: 0.2119 (0.2244) loss_rec_sfr: 0.2688 (0.2936) loss_cl: -0.2787 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [09:45:15.545191] Epoch: [148] [1160/2904] eta: 0:22:06 lr: 0.002282 loss: 0.1843 (0.1985) loss_rec_all: 0.2103 (0.2243) loss_rec_sfr: 0.2538 (0.2932) loss_cl: -0.2779 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [09:45:30.457124] Epoch: [148] [1180/2904] eta: 0:21:51 lr: 0.002282 loss: 0.1886 (0.1984) loss_rec_all: 0.2149 (0.2242) loss_rec_sfr: 0.2691 (0.2927) loss_cl: -0.2787 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [09:45:45.365570] Epoch: [148] [1200/2904] eta: 0:21:35 lr: 0.002282 loss: 0.1915 (0.1984) loss_rec_all: 0.2175 (0.2243) loss_rec_sfr: 0.2679 (0.2930) loss_cl: -0.2794 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [09:46:00.275729] Epoch: [148] [1220/2904] eta: 0:21:19 lr: 0.002281 loss: 0.1876 (0.1984) loss_rec_all: 0.2138 (0.2242) loss_rec_sfr: 0.2755 (0.2930) loss_cl: -0.2792 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [09:46:15.196092] Epoch: [148] [1240/2904] eta: 0:21:04 lr: 0.002281 loss: 0.1876 (0.1984) loss_rec_all: 0.2133 (0.2242) loss_rec_sfr: 0.2808 (0.2931) loss_cl: -0.2787 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [09:46:30.111865] Epoch: [148] [1260/2904] eta: 0:20:48 lr: 0.002281 loss: 0.1876 (0.1983) loss_rec_all: 0.2135 (0.2242) loss_rec_sfr: 0.2780 (0.2930) loss_cl: -0.2784 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [09:46:45.022332] Epoch: [148] [1280/2904] eta: 0:20:33 lr: 0.002281 loss: 0.1898 (0.1984) loss_rec_all: 0.2156 (0.2242) loss_rec_sfr: 0.2719 (0.2931) loss_cl: -0.2783 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [09:46:59.935249] Epoch: [148] [1300/2904] eta: 0:20:17 lr: 0.002281 loss: 0.1848 (0.1982) loss_rec_all: 0.2111 (0.2240) loss_rec_sfr: 0.2727 (0.2926) loss_cl: -0.2787 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [09:47:14.852889] Epoch: [148] [1320/2904] eta: 0:20:02 lr: 0.002281 loss: 0.1929 (0.1983) loss_rec_all: 0.2187 (0.2241) loss_rec_sfr: 0.2808 (0.2929) loss_cl: -0.2785 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [09:47:29.766108] Epoch: [148] [1340/2904] eta: 0:19:46 lr: 0.002281 loss: 0.1905 (0.1983) loss_rec_all: 0.2164 (0.2241) loss_rec_sfr: 0.2715 (0.2930) loss_cl: -0.2798 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [09:47:44.675639] Epoch: [148] [1360/2904] eta: 0:19:31 lr: 0.002281 loss: 0.1892 (0.1983) loss_rec_all: 0.2154 (0.2241) loss_rec_sfr: 0.2678 (0.2927) loss_cl: -0.2787 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [09:47:59.585159] Epoch: [148] [1380/2904] eta: 0:19:15 lr: 0.002281 loss: 0.1892 (0.1982) loss_rec_all: 0.2151 (0.2241) loss_rec_sfr: 0.2429 (0.2926) loss_cl: -0.2790 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [09:48:14.491391] Epoch: [148] [1400/2904] eta: 0:19:00 lr: 0.002281 loss: 0.1885 (0.1983) loss_rec_all: 0.2149 (0.2242) loss_rec_sfr: 0.2837 (0.2930) loss_cl: -0.2783 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [09:48:29.413576] Epoch: [148] [1420/2904] eta: 0:18:44 lr: 0.002281 loss: 0.1818 (0.1982) loss_rec_all: 0.2078 (0.2240) loss_rec_sfr: 0.2387 (0.2925) loss_cl: -0.2788 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [09:48:44.328275] Epoch: [148] [1440/2904] eta: 0:18:29 lr: 0.002281 loss: 0.1925 (0.1982) loss_rec_all: 0.2182 (0.2241) loss_rec_sfr: 0.2728 (0.2927) loss_cl: -0.2790 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [09:48:59.240871] Epoch: [148] [1460/2904] eta: 0:18:14 lr: 0.002281 loss: 0.1958 (0.1984) loss_rec_all: 0.2218 (0.2243) loss_rec_sfr: 0.2761 (0.2933) loss_cl: -0.2786 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [09:49:14.153323] Epoch: [148] [1480/2904] eta: 0:17:58 lr: 0.002281 loss: 0.1897 (0.1985) loss_rec_all: 0.2159 (0.2243) loss_rec_sfr: 0.2895 (0.2937) loss_cl: -0.2795 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [09:49:29.064673] Epoch: [148] [1500/2904] eta: 0:17:43 lr: 0.002281 loss: 0.1900 (0.1986) loss_rec_all: 0.2158 (0.2244) loss_rec_sfr: 0.2776 (0.2938) loss_cl: -0.2794 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [09:49:43.974493] Epoch: [148] [1520/2904] eta: 0:17:27 lr: 0.002281 loss: 0.1882 (0.1986) loss_rec_all: 0.2142 (0.2244) loss_rec_sfr: 0.2706 (0.2940) loss_cl: -0.2787 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [09:49:58.883881] Epoch: [148] [1540/2904] eta: 0:17:12 lr: 0.002281 loss: 0.1839 (0.1986) loss_rec_all: 0.2101 (0.2244) loss_rec_sfr: 0.2603 (0.2939) loss_cl: -0.2785 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [09:50:13.793531] Epoch: [148] [1560/2904] eta: 0:16:57 lr: 0.002281 loss: 0.1836 (0.1984) loss_rec_all: 0.2095 (0.2243) loss_rec_sfr: 0.2286 (0.2934) loss_cl: -0.2784 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [09:50:28.700483] Epoch: [148] [1580/2904] eta: 0:16:41 lr: 0.002281 loss: 0.1926 (0.1985) loss_rec_all: 0.2187 (0.2243) loss_rec_sfr: 0.2741 (0.2936) loss_cl: -0.2792 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [09:50:43.615894] Epoch: [148] [1600/2904] eta: 0:16:26 lr: 0.002281 loss: 0.1826 (0.1984) loss_rec_all: 0.2088 (0.2242) loss_rec_sfr: 0.2535 (0.2933) loss_cl: -0.2787 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [09:50:58.525986] Epoch: [148] [1620/2904] eta: 0:16:11 lr: 0.002281 loss: 0.1861 (0.1984) loss_rec_all: 0.2120 (0.2243) loss_rec_sfr: 0.2661 (0.2933) loss_cl: -0.2782 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [09:51:13.440918] Epoch: [148] [1640/2904] eta: 0:15:56 lr: 0.002281 loss: 0.1846 (0.1984) loss_rec_all: 0.2108 (0.2242) loss_rec_sfr: 0.2736 (0.2933) loss_cl: -0.2785 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [09:51:28.354694] Epoch: [148] [1660/2904] eta: 0:15:40 lr: 0.002281 loss: 0.1885 (0.1984) loss_rec_all: 0.2147 (0.2242) loss_rec_sfr: 0.2663 (0.2932) loss_cl: -0.2787 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [09:51:43.265402] Epoch: [148] [1680/2904] eta: 0:15:25 lr: 0.002281 loss: 0.1856 (0.1983) loss_rec_all: 0.2121 (0.2241) loss_rec_sfr: 0.2438 (0.2927) loss_cl: -0.2798 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [09:51:58.178724] Epoch: [148] [1700/2904] eta: 0:15:10 lr: 0.002281 loss: 0.1945 (0.1984) loss_rec_all: 0.2204 (0.2242) loss_rec_sfr: 0.2718 (0.2930) loss_cl: -0.2783 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [09:52:13.090679] Epoch: [148] [1720/2904] eta: 0:14:54 lr: 0.002281 loss: 0.1883 (0.1983) loss_rec_all: 0.2143 (0.2241) loss_rec_sfr: 0.2669 (0.2927) loss_cl: -0.2783 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [09:52:28.002387] Epoch: [148] [1740/2904] eta: 0:14:39 lr: 0.002281 loss: 0.1855 (0.1983) loss_rec_all: 0.2115 (0.2241) loss_rec_sfr: 0.2736 (0.2927) loss_cl: -0.2787 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [09:52:42.914842] Epoch: [148] [1760/2904] eta: 0:14:24 lr: 0.002281 loss: 0.1895 (0.1984) loss_rec_all: 0.2154 (0.2242) loss_rec_sfr: 0.2825 (0.2930) loss_cl: -0.2789 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [09:52:57.829163] Epoch: [148] [1780/2904] eta: 0:14:09 lr: 0.002281 loss: 0.1869 (0.1983) loss_rec_all: 0.2129 (0.2241) loss_rec_sfr: 0.2755 (0.2930) loss_cl: -0.2791 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [09:53:12.741157] Epoch: [148] [1800/2904] eta: 0:13:53 lr: 0.002281 loss: 0.1882 (0.1983) loss_rec_all: 0.2139 (0.2241) loss_rec_sfr: 0.2873 (0.2930) loss_cl: -0.2786 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [09:53:27.654708] Epoch: [148] [1820/2904] eta: 0:13:38 lr: 0.002281 loss: 0.1847 (0.1983) loss_rec_all: 0.2106 (0.2241) loss_rec_sfr: 0.2828 (0.2930) loss_cl: -0.2793 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [09:53:42.565377] Epoch: [148] [1840/2904] eta: 0:13:23 lr: 0.002281 loss: 0.1872 (0.1983) loss_rec_all: 0.2135 (0.2241) loss_rec_sfr: 0.2693 (0.2930) loss_cl: -0.2793 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [09:53:57.474291] Epoch: [148] [1860/2904] eta: 0:13:08 lr: 0.002281 loss: 0.1911 (0.1984) loss_rec_all: 0.2173 (0.2242) loss_rec_sfr: 0.2789 (0.2932) loss_cl: -0.2794 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [09:54:12.385901] Epoch: [148] [1880/2904] eta: 0:12:53 lr: 0.002281 loss: 0.1855 (0.1983) loss_rec_all: 0.2118 (0.2241) loss_rec_sfr: 0.2731 (0.2931) loss_cl: -0.2787 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [09:54:27.294981] Epoch: [148] [1900/2904] eta: 0:12:37 lr: 0.002281 loss: 0.1927 (0.1983) loss_rec_all: 0.2187 (0.2241) loss_rec_sfr: 0.2712 (0.2931) loss_cl: -0.2781 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [09:54:42.204154] Epoch: [148] [1920/2904] eta: 0:12:22 lr: 0.002281 loss: 0.1863 (0.1983) loss_rec_all: 0.2125 (0.2241) loss_rec_sfr: 0.2769 (0.2932) loss_cl: -0.2784 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [09:54:57.118101] Epoch: [148] [1940/2904] eta: 0:12:07 lr: 0.002281 loss: 0.1906 (0.1984) loss_rec_all: 0.2168 (0.2242) loss_rec_sfr: 0.2802 (0.2934) loss_cl: -0.2798 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [09:55:12.037914] Epoch: [148] [1960/2904] eta: 0:11:52 lr: 0.002281 loss: 0.1878 (0.1983) loss_rec_all: 0.2145 (0.2242) loss_rec_sfr: 0.2740 (0.2933) loss_cl: -0.2799 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [09:55:26.950877] Epoch: [148] [1980/2904] eta: 0:11:37 lr: 0.002281 loss: 0.1859 (0.1983) loss_rec_all: 0.2121 (0.2241) loss_rec_sfr: 0.2377 (0.2931) loss_cl: -0.2780 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [09:55:41.864448] Epoch: [148] [2000/2904] eta: 0:11:21 lr: 0.002281 loss: 0.1893 (0.1983) loss_rec_all: 0.2153 (0.2241) loss_rec_sfr: 0.2751 (0.2929) loss_cl: -0.2791 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [09:55:56.777387] Epoch: [148] [2020/2904] eta: 0:11:06 lr: 0.002281 loss: 0.1880 (0.1983) loss_rec_all: 0.2144 (0.2241) loss_rec_sfr: 0.2701 (0.2930) loss_cl: -0.2795 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [09:56:11.688363] Epoch: [148] [2040/2904] eta: 0:10:51 lr: 0.002281 loss: 0.1898 (0.1983) loss_rec_all: 0.2161 (0.2241) loss_rec_sfr: 0.2707 (0.2929) loss_cl: -0.2792 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [09:56:26.599693] Epoch: [148] [2060/2904] eta: 0:10:36 lr: 0.002281 loss: 0.1900 (0.1984) loss_rec_all: 0.2159 (0.2243) loss_rec_sfr: 0.2918 (0.2934) loss_cl: -0.2783 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [09:56:41.515930] Epoch: [148] [2080/2904] eta: 0:10:21 lr: 0.002281 loss: 0.1906 (0.1985) loss_rec_all: 0.2164 (0.2243) loss_rec_sfr: 0.2799 (0.2936) loss_cl: -0.2786 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [09:56:56.426470] Epoch: [148] [2100/2904] eta: 0:10:06 lr: 0.002281 loss: 0.1892 (0.1985) loss_rec_all: 0.2156 (0.2243) loss_rec_sfr: 0.2436 (0.2935) loss_cl: -0.2798 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [09:57:11.336935] Epoch: [148] [2120/2904] eta: 0:09:51 lr: 0.002281 loss: 0.1901 (0.1985) loss_rec_all: 0.2161 (0.2243) loss_rec_sfr: 0.2797 (0.2935) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [09:57:26.256295] Epoch: [148] [2140/2904] eta: 0:09:35 lr: 0.002281 loss: 0.1906 (0.1985) loss_rec_all: 0.2167 (0.2243) loss_rec_sfr: 0.2840 (0.2936) loss_cl: -0.2778 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [09:57:41.174153] Epoch: [148] [2160/2904] eta: 0:09:20 lr: 0.002281 loss: 0.1862 (0.1984) loss_rec_all: 0.2126 (0.2243) loss_rec_sfr: 0.2625 (0.2935) loss_cl: -0.2790 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [09:57:56.090928] Epoch: [148] [2180/2904] eta: 0:09:05 lr: 0.002281 loss: 0.1897 (0.1985) loss_rec_all: 0.2158 (0.2243) loss_rec_sfr: 0.2744 (0.2935) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [09:58:11.001718] Epoch: [148] [2200/2904] eta: 0:08:50 lr: 0.002281 loss: 0.1892 (0.1985) loss_rec_all: 0.2154 (0.2243) loss_rec_sfr: 0.2833 (0.2937) loss_cl: -0.2792 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [09:58:25.912307] Epoch: [148] [2220/2904] eta: 0:08:35 lr: 0.002281 loss: 0.1885 (0.1985) loss_rec_all: 0.2145 (0.2243) loss_rec_sfr: 0.2451 (0.2935) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [09:58:40.826993] Epoch: [148] [2240/2904] eta: 0:08:20 lr: 0.002281 loss: 0.1906 (0.1984) loss_rec_all: 0.2166 (0.2242) loss_rec_sfr: 0.2842 (0.2935) loss_cl: -0.2795 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [09:58:55.735760] Epoch: [148] [2260/2904] eta: 0:08:05 lr: 0.002281 loss: 0.1942 (0.1985) loss_rec_all: 0.2205 (0.2244) loss_rec_sfr: 0.2909 (0.2939) loss_cl: -0.2793 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [09:59:10.648564] Epoch: [148] [2280/2904] eta: 0:07:50 lr: 0.002281 loss: 0.1992 (0.1987) loss_rec_all: 0.2252 (0.2245) loss_rec_sfr: 0.2811 (0.2943) loss_cl: -0.2783 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [09:59:25.569815] Epoch: [148] [2300/2904] eta: 0:07:34 lr: 0.002281 loss: 0.1865 (0.1987) loss_rec_all: 0.2123 (0.2245) loss_rec_sfr: 0.2754 (0.2944) loss_cl: -0.2780 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [09:59:40.487771] Epoch: [148] [2320/2904] eta: 0:07:19 lr: 0.002281 loss: 0.1860 (0.1987) loss_rec_all: 0.2117 (0.2245) loss_rec_sfr: 0.2717 (0.2944) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [09:59:55.403917] Epoch: [148] [2340/2904] eta: 0:07:04 lr: 0.002281 loss: 0.1880 (0.1986) loss_rec_all: 0.2143 (0.2244) loss_rec_sfr: 0.2707 (0.2943) loss_cl: -0.2796 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [10:00:10.316904] Epoch: [148] [2360/2904] eta: 0:06:49 lr: 0.002281 loss: 0.1857 (0.1986) loss_rec_all: 0.2116 (0.2244) loss_rec_sfr: 0.2754 (0.2942) loss_cl: -0.2796 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [10:00:25.227766] Epoch: [148] [2380/2904] eta: 0:06:34 lr: 0.002281 loss: 0.1927 (0.1986) loss_rec_all: 0.2190 (0.2244) loss_rec_sfr: 0.2728 (0.2942) loss_cl: -0.2781 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [10:00:40.132438] Epoch: [148] [2400/2904] eta: 0:06:19 lr: 0.002281 loss: 0.1860 (0.1986) loss_rec_all: 0.2124 (0.2244) loss_rec_sfr: 0.2675 (0.2940) loss_cl: -0.2794 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [10:00:55.048519] Epoch: [148] [2420/2904] eta: 0:06:04 lr: 0.002281 loss: 0.1882 (0.1985) loss_rec_all: 0.2141 (0.2244) loss_rec_sfr: 0.2798 (0.2940) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [10:01:09.960408] Epoch: [148] [2440/2904] eta: 0:05:49 lr: 0.002281 loss: 0.1905 (0.1986) loss_rec_all: 0.2168 (0.2244) loss_rec_sfr: 0.2707 (0.2940) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [10:01:24.881440] Epoch: [148] [2460/2904] eta: 0:05:34 lr: 0.002281 loss: 0.1878 (0.1986) loss_rec_all: 0.2136 (0.2244) loss_rec_sfr: 0.2843 (0.2941) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [10:01:39.795019] Epoch: [148] [2480/2904] eta: 0:05:19 lr: 0.002281 loss: 0.1879 (0.1986) loss_rec_all: 0.2138 (0.2244) loss_rec_sfr: 0.2748 (0.2940) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [10:01:54.714034] Epoch: [148] [2500/2904] eta: 0:05:04 lr: 0.002281 loss: 0.1891 (0.1985) loss_rec_all: 0.2150 (0.2244) loss_rec_sfr: 0.2740 (0.2939) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [10:02:09.630531] Epoch: [148] [2520/2904] eta: 0:04:49 lr: 0.002281 loss: 0.1884 (0.1985) loss_rec_all: 0.2142 (0.2244) loss_rec_sfr: 0.2915 (0.2940) loss_cl: -0.2781 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [10:02:24.542317] Epoch: [148] [2540/2904] eta: 0:04:33 lr: 0.002281 loss: 0.1890 (0.1986) loss_rec_all: 0.2153 (0.2244) loss_rec_sfr: 0.2739 (0.2941) loss_cl: -0.2793 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [10:02:39.455993] Epoch: [148] [2560/2904] eta: 0:04:18 lr: 0.002280 loss: 0.1897 (0.1986) loss_rec_all: 0.2160 (0.2244) loss_rec_sfr: 0.2679 (0.2941) loss_cl: -0.2798 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [10:02:54.371881] Epoch: [148] [2580/2904] eta: 0:04:03 lr: 0.002280 loss: 0.1867 (0.1986) loss_rec_all: 0.2128 (0.2244) loss_rec_sfr: 0.2807 (0.2941) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [10:03:09.289650] Epoch: [148] [2600/2904] eta: 0:03:48 lr: 0.002280 loss: 0.1872 (0.1986) loss_rec_all: 0.2130 (0.2244) loss_rec_sfr: 0.2791 (0.2942) loss_cl: -0.2783 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [10:03:24.211840] Epoch: [148] [2620/2904] eta: 0:03:33 lr: 0.002280 loss: 0.1932 (0.1986) loss_rec_all: 0.2196 (0.2244) loss_rec_sfr: 0.2677 (0.2941) loss_cl: -0.2786 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [10:03:39.127145] Epoch: [148] [2640/2904] eta: 0:03:18 lr: 0.002280 loss: 0.1884 (0.1986) loss_rec_all: 0.2142 (0.2244) loss_rec_sfr: 0.2684 (0.2939) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [10:03:54.045637] Epoch: [148] [2660/2904] eta: 0:03:03 lr: 0.002280 loss: 0.1878 (0.1985) loss_rec_all: 0.2139 (0.2243) loss_rec_sfr: 0.2634 (0.2938) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [10:04:08.963843] Epoch: [148] [2680/2904] eta: 0:02:48 lr: 0.002280 loss: 0.1899 (0.1985) loss_rec_all: 0.2160 (0.2244) loss_rec_sfr: 0.2651 (0.2937) loss_cl: -0.2782 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [10:04:23.878100] Epoch: [148] [2700/2904] eta: 0:02:33 lr: 0.002280 loss: 0.1855 (0.1985) loss_rec_all: 0.2120 (0.2244) loss_rec_sfr: 0.2764 (0.2937) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [10:04:38.796832] Epoch: [148] [2720/2904] eta: 0:02:18 lr: 0.002280 loss: 0.1919 (0.1985) loss_rec_all: 0.2179 (0.2244) loss_rec_sfr: 0.2628 (0.2937) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [10:04:53.720172] Epoch: [148] [2740/2904] eta: 0:02:03 lr: 0.002280 loss: 0.1905 (0.1985) loss_rec_all: 0.2161 (0.2243) loss_rec_sfr: 0.2919 (0.2938) loss_cl: -0.2791 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [10:05:08.634464] Epoch: [148] [2760/2904] eta: 0:01:48 lr: 0.002280 loss: 0.1890 (0.1986) loss_rec_all: 0.2147 (0.2244) loss_rec_sfr: 0.2742 (0.2940) loss_cl: -0.2781 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [10:05:23.552212] Epoch: [148] [2780/2904] eta: 0:01:33 lr: 0.002280 loss: 0.1982 (0.1987) loss_rec_all: 0.2242 (0.2245) loss_rec_sfr: 0.2879 (0.2943) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [10:05:38.462081] Epoch: [148] [2800/2904] eta: 0:01:18 lr: 0.002280 loss: 0.1854 (0.1986) loss_rec_all: 0.2116 (0.2244) loss_rec_sfr: 0.2736 (0.2941) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [10:05:53.386937] Epoch: [148] [2820/2904] eta: 0:01:03 lr: 0.002280 loss: 0.1900 (0.1986) loss_rec_all: 0.2160 (0.2245) loss_rec_sfr: 0.2788 (0.2942) loss_cl: -0.2789 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [10:06:08.336693] Epoch: [148] [2840/2904] eta: 0:00:48 lr: 0.002280 loss: 0.1880 (0.1986) loss_rec_all: 0.2139 (0.2245) loss_rec_sfr: 0.2790 (0.2942) loss_cl: -0.2794 (-0.2788) time: 0.7474 data: 0.0023 max mem: 29860 [10:06:23.237651] Epoch: [148] [2860/2904] eta: 0:00:33 lr: 0.002280 loss: 0.1905 (0.1987) loss_rec_all: 0.2163 (0.2245) loss_rec_sfr: 0.2835 (0.2945) loss_cl: -0.2786 (-0.2788) time: 0.7450 data: 0.0001 max mem: 29860 [10:06:38.140289] Epoch: [148] [2880/2904] eta: 0:00:18 lr: 0.002280 loss: 0.1882 (0.1987) loss_rec_all: 0.2144 (0.2245) loss_rec_sfr: 0.2629 (0.2944) loss_cl: -0.2792 (-0.2788) time: 0.7451 data: 0.0001 max mem: 29860 [10:06:53.037511] Epoch: [148] [2900/2904] eta: 0:00:03 lr: 0.002280 loss: 0.1891 (0.1987) loss_rec_all: 0.2152 (0.2245) loss_rec_sfr: 0.2769 (0.2944) loss_cl: -0.2794 (-0.2788) time: 0.7448 data: 0.0001 max mem: 29860 [10:06:55.277569] Epoch: [148] [2903/2904] eta: 0:00:00 lr: 0.002280 loss: 0.1878 (0.1987) loss_rec_all: 0.2137 (0.2245) loss_rec_sfr: 0.2688 (0.2944) loss_cl: -0.2792 (-0.2788) time: 0.7446 data: 0.0001 max mem: 29860 [10:06:57.290821] Epoch: [148] Total time: 0:36:25 (0.7524 s / it) [10:06:57.303929] Averaged stats: lr: 0.002280 loss: 0.1878 (0.2007) loss_rec_all: 0.2137 (0.2242) loss_rec_sfr: 0.2688 (0.2936) loss_cl: -0.2792 (-0.2555) [10:06:57.308609] log_dir: ./checkpoint/VF2_ViT-B [10:07:14.529754] Epoch: [149] [ 0/2904] eta: 13:53:26 lr: 0.002280 loss: 0.1821 (0.1821) loss_rec_all: 0.2084 (0.2084) loss_rec_sfr: 0.2300 (0.2300) loss_cl: -0.2793 (-0.2793) time: 17.2199 data: 14.7851 max mem: 29860 [10:07:30.219918] Epoch: [149] [ 20/2904] eta: 1:15:19 lr: 0.002280 loss: 0.1887 (0.2061) loss_rec_all: 0.2147 (0.2317) loss_rec_sfr: 0.2664 (0.3193) loss_cl: -0.2784 (-0.2784) time: 0.7845 data: 0.0002 max mem: 29860 [10:07:45.095210] Epoch: [149] [ 40/2904] eta: 0:55:37 lr: 0.002280 loss: 0.1876 (0.1998) loss_rec_all: 0.2139 (0.2256) loss_rec_sfr: 0.2596 (0.2970) loss_cl: -0.2781 (-0.2782) time: 0.7437 data: 0.0002 max mem: 29860 [10:07:59.971463] Epoch: [149] [ 60/2904] eta: 0:48:41 lr: 0.002280 loss: 0.1878 (0.1991) loss_rec_all: 0.2136 (0.2249) loss_rec_sfr: 0.2675 (0.2944) loss_cl: -0.2786 (-0.2783) time: 0.7438 data: 0.0002 max mem: 29860 [10:08:14.853728] Epoch: [149] [ 80/2904] eta: 0:45:03 lr: 0.002280 loss: 0.1863 (0.1987) loss_rec_all: 0.2128 (0.2244) loss_rec_sfr: 0.2780 (0.2950) loss_cl: -0.2789 (-0.2784) time: 0.7441 data: 0.0002 max mem: 29860 [10:08:29.748458] Epoch: [149] [ 100/2904] eta: 0:42:46 lr: 0.002280 loss: 0.1894 (0.1987) loss_rec_all: 0.2158 (0.2245) loss_rec_sfr: 0.2649 (0.2948) loss_cl: -0.2796 (-0.2786) time: 0.7447 data: 0.0002 max mem: 29860 [10:08:44.654959] Epoch: [149] [ 120/2904] eta: 0:41:09 lr: 0.002280 loss: 0.1901 (0.1992) loss_rec_all: 0.2162 (0.2250) loss_rec_sfr: 0.2823 (0.2970) loss_cl: -0.2793 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [10:08:59.562378] Epoch: [149] [ 140/2904] eta: 0:39:56 lr: 0.002280 loss: 0.1849 (0.1990) loss_rec_all: 0.2110 (0.2248) loss_rec_sfr: 0.2851 (0.2980) loss_cl: -0.2789 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [10:09:14.494366] Epoch: [149] [ 160/2904] eta: 0:38:57 lr: 0.002280 loss: 0.1871 (0.1982) loss_rec_all: 0.2130 (0.2240) loss_rec_sfr: 0.2809 (0.2968) loss_cl: -0.2790 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [10:09:29.402608] Epoch: [149] [ 180/2904] eta: 0:38:08 lr: 0.002280 loss: 0.1887 (0.1980) loss_rec_all: 0.2149 (0.2238) loss_rec_sfr: 0.2650 (0.2956) loss_cl: -0.2787 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [10:09:44.323508] Epoch: [149] [ 200/2904] eta: 0:37:26 lr: 0.002280 loss: 0.1898 (0.1986) loss_rec_all: 0.2161 (0.2243) loss_rec_sfr: 0.2788 (0.2973) loss_cl: -0.2786 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [10:09:59.234994] Epoch: [149] [ 220/2904] eta: 0:36:49 lr: 0.002280 loss: 0.1896 (0.1989) loss_rec_all: 0.2158 (0.2247) loss_rec_sfr: 0.2737 (0.2985) loss_cl: -0.2788 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [10:10:14.152121] Epoch: [149] [ 240/2904] eta: 0:36:15 lr: 0.002280 loss: 0.1887 (0.1988) loss_rec_all: 0.2146 (0.2245) loss_rec_sfr: 0.2687 (0.2971) loss_cl: -0.2786 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [10:10:29.072773] Epoch: [149] [ 260/2904] eta: 0:35:45 lr: 0.002280 loss: 0.1892 (0.1980) loss_rec_all: 0.2151 (0.2238) loss_rec_sfr: 0.2734 (0.2943) loss_cl: -0.2783 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [10:10:43.982751] Epoch: [149] [ 280/2904] eta: 0:35:16 lr: 0.002280 loss: 0.1914 (0.1991) loss_rec_all: 0.2173 (0.2249) loss_rec_sfr: 0.2866 (0.2976) loss_cl: -0.2788 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [10:10:58.912005] Epoch: [149] [ 300/2904] eta: 0:34:50 lr: 0.002280 loss: 0.1903 (0.1990) loss_rec_all: 0.2162 (0.2248) loss_rec_sfr: 0.2849 (0.2979) loss_cl: -0.2796 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [10:11:13.820291] Epoch: [149] [ 320/2904] eta: 0:34:24 lr: 0.002280 loss: 0.1944 (0.1994) loss_rec_all: 0.2203 (0.2252) loss_rec_sfr: 0.2723 (0.2986) loss_cl: -0.2791 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [10:11:28.745432] Epoch: [149] [ 340/2904] eta: 0:34:00 lr: 0.002280 loss: 0.1927 (0.1996) loss_rec_all: 0.2184 (0.2254) loss_rec_sfr: 0.2839 (0.2995) loss_cl: -0.2783 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [10:11:43.655782] Epoch: [149] [ 360/2904] eta: 0:33:37 lr: 0.002280 loss: 0.1899 (0.1997) loss_rec_all: 0.2161 (0.2255) loss_rec_sfr: 0.2775 (0.3001) loss_cl: -0.2791 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [10:11:58.566325] Epoch: [149] [ 380/2904] eta: 0:33:15 lr: 0.002280 loss: 0.1830 (0.1994) loss_rec_all: 0.2091 (0.2251) loss_rec_sfr: 0.2537 (0.2991) loss_cl: -0.2789 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [10:12:13.470639] Epoch: [149] [ 400/2904] eta: 0:32:54 lr: 0.002280 loss: 0.1876 (0.1999) loss_rec_all: 0.2137 (0.2257) loss_rec_sfr: 0.2692 (0.3009) loss_cl: -0.2792 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [10:12:28.370777] Epoch: [149] [ 420/2904] eta: 0:32:33 lr: 0.002280 loss: 0.1902 (0.2000) loss_rec_all: 0.2160 (0.2258) loss_rec_sfr: 0.2797 (0.3012) loss_cl: -0.2785 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [10:12:43.273916] Epoch: [149] [ 440/2904] eta: 0:32:12 lr: 0.002280 loss: 0.1875 (0.2000) loss_rec_all: 0.2132 (0.2258) loss_rec_sfr: 0.2829 (0.3015) loss_cl: -0.2782 (-0.2787) time: 0.7451 data: 0.0002 max mem: 29860 [10:12:58.186020] Epoch: [149] [ 460/2904] eta: 0:31:53 lr: 0.002280 loss: 0.1920 (0.2001) loss_rec_all: 0.2180 (0.2258) loss_rec_sfr: 0.2733 (0.3012) loss_cl: -0.2785 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [10:13:13.093686] Epoch: [149] [ 480/2904] eta: 0:31:33 lr: 0.002280 loss: 0.1893 (0.2005) loss_rec_all: 0.2151 (0.2262) loss_rec_sfr: 0.2899 (0.3023) loss_cl: -0.2782 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [10:13:28.003112] Epoch: [149] [ 500/2904] eta: 0:31:14 lr: 0.002280 loss: 0.1893 (0.2005) loss_rec_all: 0.2154 (0.2263) loss_rec_sfr: 0.2510 (0.3022) loss_cl: -0.2790 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [10:13:42.907420] Epoch: [149] [ 520/2904] eta: 0:30:55 lr: 0.002280 loss: 0.1850 (0.2003) loss_rec_all: 0.2108 (0.2261) loss_rec_sfr: 0.2555 (0.3014) loss_cl: -0.2790 (-0.2787) time: 0.7452 data: 0.0002 max mem: 29860 [10:13:57.811362] Epoch: [149] [ 540/2904] eta: 0:30:37 lr: 0.002280 loss: 0.1870 (0.2000) loss_rec_all: 0.2133 (0.2258) loss_rec_sfr: 0.2542 (0.3005) loss_cl: -0.2787 (-0.2787) time: 0.7452 data: 0.0002 max mem: 29860 [10:14:12.724916] Epoch: [149] [ 560/2904] eta: 0:30:19 lr: 0.002280 loss: 0.1878 (0.1999) loss_rec_all: 0.2138 (0.2257) loss_rec_sfr: 0.2732 (0.2999) loss_cl: -0.2781 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [10:14:27.633353] Epoch: [149] [ 580/2904] eta: 0:30:01 lr: 0.002280 loss: 0.1899 (0.2003) loss_rec_all: 0.2155 (0.2260) loss_rec_sfr: 0.2985 (0.3015) loss_cl: -0.2785 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [10:14:42.545032] Epoch: [149] [ 600/2904] eta: 0:29:43 lr: 0.002280 loss: 0.1885 (0.2001) loss_rec_all: 0.2147 (0.2258) loss_rec_sfr: 0.2765 (0.3009) loss_cl: -0.2784 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [10:14:57.465357] Epoch: [149] [ 620/2904] eta: 0:29:25 lr: 0.002280 loss: 0.1884 (0.2001) loss_rec_all: 0.2148 (0.2258) loss_rec_sfr: 0.2686 (0.3005) loss_cl: -0.2799 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [10:15:12.380774] Epoch: [149] [ 640/2904] eta: 0:29:08 lr: 0.002280 loss: 0.1870 (0.2000) loss_rec_all: 0.2136 (0.2258) loss_rec_sfr: 0.2749 (0.3005) loss_cl: -0.2802 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [10:15:27.296036] Epoch: [149] [ 660/2904] eta: 0:28:51 lr: 0.002280 loss: 0.1839 (0.1998) loss_rec_all: 0.2098 (0.2256) loss_rec_sfr: 0.2697 (0.2998) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [10:15:42.207695] Epoch: [149] [ 680/2904] eta: 0:28:34 lr: 0.002280 loss: 0.1864 (0.1999) loss_rec_all: 0.2122 (0.2256) loss_rec_sfr: 0.2784 (0.3001) loss_cl: -0.2780 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [10:15:57.121198] Epoch: [149] [ 700/2904] eta: 0:28:17 lr: 0.002280 loss: 0.1865 (0.1999) loss_rec_all: 0.2123 (0.2257) loss_rec_sfr: 0.2819 (0.3004) loss_cl: -0.2786 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [10:16:12.029134] Epoch: [149] [ 720/2904] eta: 0:28:00 lr: 0.002280 loss: 0.1850 (0.1998) loss_rec_all: 0.2109 (0.2255) loss_rec_sfr: 0.2720 (0.3000) loss_cl: -0.2788 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [10:16:26.940034] Epoch: [149] [ 740/2904] eta: 0:27:43 lr: 0.002280 loss: 0.1878 (0.1997) loss_rec_all: 0.2137 (0.2254) loss_rec_sfr: 0.2802 (0.2999) loss_cl: -0.2792 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [10:16:41.846644] Epoch: [149] [ 760/2904] eta: 0:27:26 lr: 0.002280 loss: 0.1857 (0.1996) loss_rec_all: 0.2115 (0.2254) loss_rec_sfr: 0.2654 (0.2997) loss_cl: -0.2784 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [10:16:56.754899] Epoch: [149] [ 780/2904] eta: 0:27:10 lr: 0.002280 loss: 0.1888 (0.1996) loss_rec_all: 0.2149 (0.2254) loss_rec_sfr: 0.2735 (0.2998) loss_cl: -0.2783 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [10:17:11.665033] Epoch: [149] [ 800/2904] eta: 0:26:53 lr: 0.002280 loss: 0.1938 (0.1999) loss_rec_all: 0.2198 (0.2257) loss_rec_sfr: 0.2780 (0.3007) loss_cl: -0.2789 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [10:17:26.577834] Epoch: [149] [ 820/2904] eta: 0:26:37 lr: 0.002280 loss: 0.1884 (0.2000) loss_rec_all: 0.2141 (0.2258) loss_rec_sfr: 0.2781 (0.3011) loss_cl: -0.2796 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [10:17:41.481975] Epoch: [149] [ 840/2904] eta: 0:26:20 lr: 0.002280 loss: 0.1928 (0.1999) loss_rec_all: 0.2189 (0.2257) loss_rec_sfr: 0.2768 (0.3008) loss_cl: -0.2783 (-0.2787) time: 0.7452 data: 0.0002 max mem: 29860 [10:17:56.390994] Epoch: [149] [ 860/2904] eta: 0:26:04 lr: 0.002280 loss: 0.1935 (0.2001) loss_rec_all: 0.2193 (0.2258) loss_rec_sfr: 0.2864 (0.3011) loss_cl: -0.2790 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [10:18:11.292981] Epoch: [149] [ 880/2904] eta: 0:25:48 lr: 0.002280 loss: 0.1888 (0.2000) loss_rec_all: 0.2150 (0.2257) loss_rec_sfr: 0.2629 (0.3006) loss_cl: -0.2795 (-0.2787) time: 0.7451 data: 0.0002 max mem: 29860 [10:18:26.202259] Epoch: [149] [ 900/2904] eta: 0:25:32 lr: 0.002280 loss: 0.1874 (0.1999) loss_rec_all: 0.2136 (0.2256) loss_rec_sfr: 0.2806 (0.3004) loss_cl: -0.2786 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [10:18:41.111491] Epoch: [149] [ 920/2904] eta: 0:25:16 lr: 0.002280 loss: 0.1862 (0.1999) loss_rec_all: 0.2124 (0.2257) loss_rec_sfr: 0.2713 (0.3005) loss_cl: -0.2782 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [10:18:56.022858] Epoch: [149] [ 940/2904] eta: 0:24:59 lr: 0.002280 loss: 0.1889 (0.1999) loss_rec_all: 0.2144 (0.2257) loss_rec_sfr: 0.2808 (0.3007) loss_cl: -0.2785 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [10:19:10.930885] Epoch: [149] [ 960/2904] eta: 0:24:43 lr: 0.002280 loss: 0.1912 (0.1999) loss_rec_all: 0.2171 (0.2257) loss_rec_sfr: 0.2663 (0.3004) loss_cl: -0.2790 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [10:19:25.837909] Epoch: [149] [ 980/2904] eta: 0:24:27 lr: 0.002280 loss: 0.1921 (0.2000) loss_rec_all: 0.2178 (0.2258) loss_rec_sfr: 0.2684 (0.3006) loss_cl: -0.2795 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [10:19:40.745336] Epoch: [149] [1000/2904] eta: 0:24:12 lr: 0.002279 loss: 0.1976 (0.2002) loss_rec_all: 0.2233 (0.2260) loss_rec_sfr: 0.2956 (0.3009) loss_cl: -0.2789 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [10:19:55.639376] Epoch: [149] [1020/2904] eta: 0:23:56 lr: 0.002279 loss: 0.2265 (0.2009) loss_rec_all: 0.2522 (0.2266) loss_rec_sfr: 0.3033 (0.3016) loss_cl: -0.2773 (-0.2787) time: 0.7447 data: 0.0002 max mem: 29860 [10:20:10.549590] Epoch: [149] [1040/2904] eta: 0:23:40 lr: 0.002279 loss: 0.2080 (0.2013) loss_rec_all: 0.2341 (0.2270) loss_rec_sfr: 0.2965 (0.3021) loss_cl: -0.2773 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [10:20:25.463699] Epoch: [149] [1060/2904] eta: 0:23:24 lr: 0.002279 loss: 0.2028 (0.2015) loss_rec_all: 0.2286 (0.2272) loss_rec_sfr: 0.2924 (0.3023) loss_cl: -0.2790 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [10:20:40.369087] Epoch: [149] [1080/2904] eta: 0:23:08 lr: 0.002279 loss: 0.1937 (0.2015) loss_rec_all: 0.2198 (0.2273) loss_rec_sfr: 0.2896 (0.3023) loss_cl: -0.2796 (-0.2787) time: 0.7452 data: 0.0002 max mem: 29860 [10:20:55.272419] Epoch: [149] [1100/2904] eta: 0:22:52 lr: 0.002279 loss: 0.1891 (0.2015) loss_rec_all: 0.2154 (0.2272) loss_rec_sfr: 0.2340 (0.3018) loss_cl: -0.2778 (-0.2787) time: 0.7451 data: 0.0002 max mem: 29860 [10:21:10.176993] Epoch: [149] [1120/2904] eta: 0:22:37 lr: 0.002279 loss: 0.1899 (0.2013) loss_rec_all: 0.2161 (0.2271) loss_rec_sfr: 0.2709 (0.3013) loss_cl: -0.2779 (-0.2787) time: 0.7452 data: 0.0002 max mem: 29860 [10:21:25.083452] Epoch: [149] [1140/2904] eta: 0:22:21 lr: 0.002279 loss: 0.1903 (0.2013) loss_rec_all: 0.2162 (0.2271) loss_rec_sfr: 0.2856 (0.3012) loss_cl: -0.2785 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [10:21:39.986780] Epoch: [149] [1160/2904] eta: 0:22:05 lr: 0.002279 loss: 0.1931 (0.2015) loss_rec_all: 0.2188 (0.2273) loss_rec_sfr: 0.2915 (0.3020) loss_cl: -0.2788 (-0.2787) time: 0.7451 data: 0.0002 max mem: 29860 [10:21:54.895796] Epoch: [149] [1180/2904] eta: 0:21:50 lr: 0.002279 loss: 0.1908 (0.2016) loss_rec_all: 0.2167 (0.2273) loss_rec_sfr: 0.2684 (0.3021) loss_cl: -0.2794 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [10:22:09.806498] Epoch: [149] [1200/2904] eta: 0:21:34 lr: 0.002279 loss: 0.1983 (0.2017) loss_rec_all: 0.2243 (0.2275) loss_rec_sfr: 0.2873 (0.3027) loss_cl: -0.2790 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [10:22:24.711354] Epoch: [149] [1220/2904] eta: 0:21:19 lr: 0.002279 loss: 0.1875 (0.2017) loss_rec_all: 0.2133 (0.2274) loss_rec_sfr: 0.2874 (0.3027) loss_cl: -0.2784 (-0.2787) time: 0.7452 data: 0.0002 max mem: 29860 [10:22:39.620081] Epoch: [149] [1240/2904] eta: 0:21:03 lr: 0.002279 loss: 0.1868 (0.2016) loss_rec_all: 0.2127 (0.2273) loss_rec_sfr: 0.2670 (0.3025) loss_cl: -0.2790 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [10:22:54.527513] Epoch: [149] [1260/2904] eta: 0:20:47 lr: 0.002279 loss: 0.1896 (0.2016) loss_rec_all: 0.2157 (0.2274) loss_rec_sfr: 0.2866 (0.3026) loss_cl: -0.2790 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [10:23:09.437359] Epoch: [149] [1280/2904] eta: 0:20:32 lr: 0.002279 loss: 0.1908 (0.2016) loss_rec_all: 0.2166 (0.2274) loss_rec_sfr: 0.2789 (0.3027) loss_cl: -0.2797 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [10:23:24.346140] Epoch: [149] [1300/2904] eta: 0:20:16 lr: 0.002279 loss: 0.1825 (0.2015) loss_rec_all: 0.2088 (0.2272) loss_rec_sfr: 0.2792 (0.3024) loss_cl: -0.2784 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [10:23:39.256238] Epoch: [149] [1320/2904] eta: 0:20:01 lr: 0.002279 loss: 0.1868 (0.2014) loss_rec_all: 0.2127 (0.2271) loss_rec_sfr: 0.2311 (0.3018) loss_cl: -0.2789 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [10:23:54.163636] Epoch: [149] [1340/2904] eta: 0:19:45 lr: 0.002279 loss: 0.1923 (0.2013) loss_rec_all: 0.2184 (0.2271) loss_rec_sfr: 0.2783 (0.3018) loss_cl: -0.2791 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [10:24:09.071847] Epoch: [149] [1360/2904] eta: 0:19:30 lr: 0.002279 loss: 0.1863 (0.2013) loss_rec_all: 0.2122 (0.2270) loss_rec_sfr: 0.2801 (0.3016) loss_cl: -0.2796 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [10:24:23.982890] Epoch: [149] [1380/2904] eta: 0:19:14 lr: 0.002279 loss: 0.1845 (0.2011) loss_rec_all: 0.2103 (0.2269) loss_rec_sfr: 0.2419 (0.3012) loss_cl: -0.2780 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [10:24:38.901222] Epoch: [149] [1400/2904] eta: 0:18:59 lr: 0.002279 loss: 0.1874 (0.2011) loss_rec_all: 0.2140 (0.2268) loss_rec_sfr: 0.2670 (0.3008) loss_cl: -0.2787 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [10:24:53.815023] Epoch: [149] [1420/2904] eta: 0:18:44 lr: 0.002279 loss: 0.1838 (0.2009) loss_rec_all: 0.2097 (0.2266) loss_rec_sfr: 0.2733 (0.3004) loss_cl: -0.2787 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [10:25:08.724855] Epoch: [149] [1440/2904] eta: 0:18:28 lr: 0.002279 loss: 0.1862 (0.2008) loss_rec_all: 0.2121 (0.2265) loss_rec_sfr: 0.2688 (0.3001) loss_cl: -0.2795 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [10:25:23.632294] Epoch: [149] [1460/2904] eta: 0:18:13 lr: 0.002279 loss: 0.1881 (0.2008) loss_rec_all: 0.2141 (0.2265) loss_rec_sfr: 0.2893 (0.3003) loss_cl: -0.2781 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [10:25:38.540486] Epoch: [149] [1480/2904] eta: 0:17:58 lr: 0.002279 loss: 0.1820 (0.2007) loss_rec_all: 0.2083 (0.2264) loss_rec_sfr: 0.2682 (0.3000) loss_cl: -0.2779 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [10:25:53.450122] Epoch: [149] [1500/2904] eta: 0:17:42 lr: 0.002279 loss: 0.1849 (0.2006) loss_rec_all: 0.2106 (0.2263) loss_rec_sfr: 0.2633 (0.2997) loss_cl: -0.2786 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [10:26:08.357057] Epoch: [149] [1520/2904] eta: 0:17:27 lr: 0.002279 loss: 0.1936 (0.2006) loss_rec_all: 0.2193 (0.2264) loss_rec_sfr: 0.2823 (0.3000) loss_cl: -0.2788 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [10:26:23.268201] Epoch: [149] [1540/2904] eta: 0:17:11 lr: 0.002279 loss: 0.1882 (0.2006) loss_rec_all: 0.2143 (0.2264) loss_rec_sfr: 0.2894 (0.3003) loss_cl: -0.2793 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [10:26:38.186169] Epoch: [149] [1560/2904] eta: 0:16:56 lr: 0.002279 loss: 0.1884 (0.2006) loss_rec_all: 0.2143 (0.2264) loss_rec_sfr: 0.2429 (0.3000) loss_cl: -0.2791 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [10:26:53.089589] Epoch: [149] [1580/2904] eta: 0:16:41 lr: 0.002279 loss: 0.1896 (0.2006) loss_rec_all: 0.2157 (0.2264) loss_rec_sfr: 0.2819 (0.3002) loss_cl: -0.2792 (-0.2787) time: 0.7451 data: 0.0002 max mem: 29860 [10:27:07.996093] Epoch: [149] [1600/2904] eta: 0:16:26 lr: 0.002279 loss: 0.1878 (0.2005) loss_rec_all: 0.2140 (0.2263) loss_rec_sfr: 0.2770 (0.3000) loss_cl: -0.2795 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [10:27:22.904578] Epoch: [149] [1620/2904] eta: 0:16:10 lr: 0.002279 loss: 0.1834 (0.2004) loss_rec_all: 0.2098 (0.2261) loss_rec_sfr: 0.2716 (0.2996) loss_cl: -0.2785 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [10:27:37.815158] Epoch: [149] [1640/2904] eta: 0:15:55 lr: 0.002279 loss: 0.1889 (0.2004) loss_rec_all: 0.2154 (0.2261) loss_rec_sfr: 0.2818 (0.2997) loss_cl: -0.2786 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [10:27:52.720699] Epoch: [149] [1660/2904] eta: 0:15:40 lr: 0.002279 loss: 0.1863 (0.2003) loss_rec_all: 0.2124 (0.2261) loss_rec_sfr: 0.2435 (0.2995) loss_cl: -0.2790 (-0.2787) time: 0.7452 data: 0.0002 max mem: 29860 [10:28:07.627740] Epoch: [149] [1680/2904] eta: 0:15:24 lr: 0.002279 loss: 0.1866 (0.2003) loss_rec_all: 0.2124 (0.2261) loss_rec_sfr: 0.2734 (0.2994) loss_cl: -0.2798 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [10:28:22.535999] Epoch: [149] [1700/2904] eta: 0:15:09 lr: 0.002279 loss: 0.1874 (0.2002) loss_rec_all: 0.2133 (0.2260) loss_rec_sfr: 0.2745 (0.2991) loss_cl: -0.2789 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [10:28:37.444503] Epoch: [149] [1720/2904] eta: 0:14:54 lr: 0.002279 loss: 0.1996 (0.2003) loss_rec_all: 0.2253 (0.2261) loss_rec_sfr: 0.2795 (0.2994) loss_cl: -0.2777 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [10:28:52.355006] Epoch: [149] [1740/2904] eta: 0:14:39 lr: 0.002279 loss: 0.1889 (0.2004) loss_rec_all: 0.2150 (0.2262) loss_rec_sfr: 0.2591 (0.2996) loss_cl: -0.2792 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [10:29:07.265783] Epoch: [149] [1760/2904] eta: 0:14:23 lr: 0.002279 loss: 0.1870 (0.2004) loss_rec_all: 0.2129 (0.2261) loss_rec_sfr: 0.2782 (0.2994) loss_cl: -0.2788 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [10:29:22.173289] Epoch: [149] [1780/2904] eta: 0:14:08 lr: 0.002279 loss: 0.1920 (0.2004) loss_rec_all: 0.2178 (0.2262) loss_rec_sfr: 0.2700 (0.2995) loss_cl: -0.2787 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [10:29:37.085529] Epoch: [149] [1800/2904] eta: 0:13:53 lr: 0.002279 loss: 0.1923 (0.2005) loss_rec_all: 0.2179 (0.2263) loss_rec_sfr: 0.2831 (0.2999) loss_cl: -0.2781 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [10:29:51.994645] Epoch: [149] [1820/2904] eta: 0:13:38 lr: 0.002279 loss: 0.1917 (0.2006) loss_rec_all: 0.2178 (0.2264) loss_rec_sfr: 0.2843 (0.3002) loss_cl: -0.2792 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [10:30:06.906735] Epoch: [149] [1840/2904] eta: 0:13:23 lr: 0.002279 loss: 0.1855 (0.2005) loss_rec_all: 0.2113 (0.2263) loss_rec_sfr: 0.2790 (0.3001) loss_cl: -0.2793 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [10:30:21.820762] Epoch: [149] [1860/2904] eta: 0:13:07 lr: 0.002279 loss: 0.1880 (0.2005) loss_rec_all: 0.2137 (0.2263) loss_rec_sfr: 0.2802 (0.3001) loss_cl: -0.2778 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [10:30:36.734396] Epoch: [149] [1880/2904] eta: 0:12:52 lr: 0.002279 loss: 0.1884 (0.2005) loss_rec_all: 0.2142 (0.2262) loss_rec_sfr: 0.2880 (0.3001) loss_cl: -0.2779 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [10:30:51.647116] Epoch: [149] [1900/2904] eta: 0:12:37 lr: 0.002279 loss: 0.1887 (0.2004) loss_rec_all: 0.2145 (0.2262) loss_rec_sfr: 0.2802 (0.3001) loss_cl: -0.2793 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [10:31:06.557776] Epoch: [149] [1920/2904] eta: 0:12:22 lr: 0.002279 loss: 0.1889 (0.2005) loss_rec_all: 0.2147 (0.2262) loss_rec_sfr: 0.2839 (0.3002) loss_cl: -0.2800 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [10:31:21.465739] Epoch: [149] [1940/2904] eta: 0:12:07 lr: 0.002279 loss: 0.1911 (0.2005) loss_rec_all: 0.2173 (0.2263) loss_rec_sfr: 0.2768 (0.3003) loss_cl: -0.2785 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [10:31:36.380845] Epoch: [149] [1960/2904] eta: 0:11:51 lr: 0.002279 loss: 0.1867 (0.2004) loss_rec_all: 0.2132 (0.2262) loss_rec_sfr: 0.2789 (0.3000) loss_cl: -0.2782 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [10:31:51.292359] Epoch: [149] [1980/2904] eta: 0:11:36 lr: 0.002279 loss: 0.1936 (0.2006) loss_rec_all: 0.2195 (0.2263) loss_rec_sfr: 0.2898 (0.3004) loss_cl: -0.2784 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [10:32:06.209944] Epoch: [149] [2000/2904] eta: 0:11:21 lr: 0.002279 loss: 0.1860 (0.2006) loss_rec_all: 0.2123 (0.2264) loss_rec_sfr: 0.2609 (0.3005) loss_cl: -0.2790 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [10:32:21.121292] Epoch: [149] [2020/2904] eta: 0:11:06 lr: 0.002279 loss: 0.1877 (0.2006) loss_rec_all: 0.2138 (0.2264) loss_rec_sfr: 0.2547 (0.3004) loss_cl: -0.2793 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [10:32:36.037416] Epoch: [149] [2040/2904] eta: 0:10:51 lr: 0.002279 loss: 0.1880 (0.2006) loss_rec_all: 0.2139 (0.2264) loss_rec_sfr: 0.2535 (0.3004) loss_cl: -0.2781 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [10:32:50.945770] Epoch: [149] [2060/2904] eta: 0:10:36 lr: 0.002279 loss: 0.1882 (0.2006) loss_rec_all: 0.2140 (0.2264) loss_rec_sfr: 0.2639 (0.3005) loss_cl: -0.2792 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [10:33:05.859347] Epoch: [149] [2080/2904] eta: 0:10:21 lr: 0.002279 loss: 0.1851 (0.2006) loss_rec_all: 0.2109 (0.2263) loss_rec_sfr: 0.2749 (0.3004) loss_cl: -0.2799 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [10:33:20.770241] Epoch: [149] [2100/2904] eta: 0:10:05 lr: 0.002279 loss: 0.1866 (0.2005) loss_rec_all: 0.2131 (0.2263) loss_rec_sfr: 0.2627 (0.3002) loss_cl: -0.2793 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [10:33:35.687816] Epoch: [149] [2120/2904] eta: 0:09:50 lr: 0.002279 loss: 0.1887 (0.2005) loss_rec_all: 0.2145 (0.2263) loss_rec_sfr: 0.2803 (0.3002) loss_cl: -0.2778 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [10:33:50.602418] Epoch: [149] [2140/2904] eta: 0:09:35 lr: 0.002279 loss: 0.1939 (0.2005) loss_rec_all: 0.2199 (0.2263) loss_rec_sfr: 0.2758 (0.3002) loss_cl: -0.2785 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [10:34:05.516256] Epoch: [149] [2160/2904] eta: 0:09:20 lr: 0.002279 loss: 0.1857 (0.2005) loss_rec_all: 0.2118 (0.2263) loss_rec_sfr: 0.2662 (0.3000) loss_cl: -0.2794 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [10:34:20.432547] Epoch: [149] [2180/2904] eta: 0:09:05 lr: 0.002279 loss: 0.1883 (0.2005) loss_rec_all: 0.2148 (0.2262) loss_rec_sfr: 0.2775 (0.2999) loss_cl: -0.2794 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [10:34:35.340162] Epoch: [149] [2200/2904] eta: 0:08:50 lr: 0.002279 loss: 0.1902 (0.2005) loss_rec_all: 0.2160 (0.2263) loss_rec_sfr: 0.2846 (0.3000) loss_cl: -0.2789 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [10:34:50.246382] Epoch: [149] [2220/2904] eta: 0:08:35 lr: 0.002279 loss: 0.1912 (0.2005) loss_rec_all: 0.2169 (0.2263) loss_rec_sfr: 0.2729 (0.3003) loss_cl: -0.2785 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [10:35:05.153779] Epoch: [149] [2240/2904] eta: 0:08:20 lr: 0.002279 loss: 0.1857 (0.2005) loss_rec_all: 0.2118 (0.2262) loss_rec_sfr: 0.2729 (0.3000) loss_cl: -0.2777 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [10:35:20.064593] Epoch: [149] [2260/2904] eta: 0:08:04 lr: 0.002279 loss: 0.1897 (0.2004) loss_rec_all: 0.2156 (0.2262) loss_rec_sfr: 0.2729 (0.2999) loss_cl: -0.2792 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [10:35:34.973254] Epoch: [149] [2280/2904] eta: 0:07:49 lr: 0.002279 loss: 0.1934 (0.2004) loss_rec_all: 0.2193 (0.2262) loss_rec_sfr: 0.2770 (0.3000) loss_cl: -0.2789 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [10:35:49.884624] Epoch: [149] [2300/2904] eta: 0:07:34 lr: 0.002279 loss: 0.1846 (0.2003) loss_rec_all: 0.2107 (0.2261) loss_rec_sfr: 0.2690 (0.2998) loss_cl: -0.2791 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [10:36:04.799977] Epoch: [149] [2320/2904] eta: 0:07:19 lr: 0.002279 loss: 0.1933 (0.2003) loss_rec_all: 0.2193 (0.2261) loss_rec_sfr: 0.2833 (0.2998) loss_cl: -0.2793 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [10:36:19.707990] Epoch: [149] [2340/2904] eta: 0:07:04 lr: 0.002278 loss: 0.1877 (0.2003) loss_rec_all: 0.2140 (0.2261) loss_rec_sfr: 0.2761 (0.2997) loss_cl: -0.2793 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [10:36:34.611476] Epoch: [149] [2360/2904] eta: 0:06:49 lr: 0.002278 loss: 0.1861 (0.2003) loss_rec_all: 0.2122 (0.2260) loss_rec_sfr: 0.2820 (0.2996) loss_cl: -0.2782 (-0.2787) time: 0.7451 data: 0.0002 max mem: 29860 [10:36:49.515764] Epoch: [149] [2380/2904] eta: 0:06:34 lr: 0.002278 loss: 0.1880 (0.2003) loss_rec_all: 0.2137 (0.2260) loss_rec_sfr: 0.2747 (0.2996) loss_cl: -0.2780 (-0.2787) time: 0.7452 data: 0.0002 max mem: 29860 [10:37:04.423366] Epoch: [149] [2400/2904] eta: 0:06:19 lr: 0.002278 loss: 0.1867 (0.2002) loss_rec_all: 0.2127 (0.2260) loss_rec_sfr: 0.2755 (0.2994) loss_cl: -0.2790 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [10:37:19.330457] Epoch: [149] [2420/2904] eta: 0:06:04 lr: 0.002278 loss: 0.1861 (0.2001) loss_rec_all: 0.2122 (0.2259) loss_rec_sfr: 0.2788 (0.2993) loss_cl: -0.2794 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [10:37:34.240152] Epoch: [149] [2440/2904] eta: 0:05:49 lr: 0.002278 loss: 0.1879 (0.2001) loss_rec_all: 0.2139 (0.2259) loss_rec_sfr: 0.2781 (0.2993) loss_cl: -0.2793 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [10:37:49.143893] Epoch: [149] [2460/2904] eta: 0:05:34 lr: 0.002278 loss: 0.1905 (0.2002) loss_rec_all: 0.2164 (0.2260) loss_rec_sfr: 0.2745 (0.2994) loss_cl: -0.2783 (-0.2787) time: 0.7451 data: 0.0002 max mem: 29860 [10:38:04.052143] Epoch: [149] [2480/2904] eta: 0:05:19 lr: 0.002278 loss: 0.1883 (0.2001) loss_rec_all: 0.2140 (0.2259) loss_rec_sfr: 0.2782 (0.2993) loss_cl: -0.2795 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [10:38:18.959354] Epoch: [149] [2500/2904] eta: 0:05:03 lr: 0.002278 loss: 0.1867 (0.2001) loss_rec_all: 0.2126 (0.2259) loss_rec_sfr: 0.2695 (0.2992) loss_cl: -0.2796 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [10:38:33.875450] Epoch: [149] [2520/2904] eta: 0:04:48 lr: 0.002278 loss: 0.1887 (0.2001) loss_rec_all: 0.2149 (0.2259) loss_rec_sfr: 0.2734 (0.2993) loss_cl: -0.2776 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [10:38:48.792461] Epoch: [149] [2540/2904] eta: 0:04:33 lr: 0.002278 loss: 0.1908 (0.2001) loss_rec_all: 0.2164 (0.2259) loss_rec_sfr: 0.2806 (0.2992) loss_cl: -0.2778 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [10:39:03.703259] Epoch: [149] [2560/2904] eta: 0:04:18 lr: 0.002278 loss: 0.1849 (0.2000) loss_rec_all: 0.2114 (0.2258) loss_rec_sfr: 0.2481 (0.2991) loss_cl: -0.2793 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [10:39:18.615880] Epoch: [149] [2580/2904] eta: 0:04:03 lr: 0.002278 loss: 0.1877 (0.2000) loss_rec_all: 0.2139 (0.2258) loss_rec_sfr: 0.2458 (0.2989) loss_cl: -0.2800 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [10:39:33.530401] Epoch: [149] [2600/2904] eta: 0:03:48 lr: 0.002278 loss: 0.1883 (0.1999) loss_rec_all: 0.2146 (0.2257) loss_rec_sfr: 0.2496 (0.2986) loss_cl: -0.2793 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [10:39:48.450144] Epoch: [149] [2620/2904] eta: 0:03:33 lr: 0.002278 loss: 0.1892 (0.1999) loss_rec_all: 0.2150 (0.2257) loss_rec_sfr: 0.2898 (0.2986) loss_cl: -0.2792 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [10:40:03.371013] Epoch: [149] [2640/2904] eta: 0:03:18 lr: 0.002278 loss: 0.1893 (0.1999) loss_rec_all: 0.2151 (0.2257) loss_rec_sfr: 0.2839 (0.2988) loss_cl: -0.2789 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [10:40:18.287640] Epoch: [149] [2660/2904] eta: 0:03:03 lr: 0.002278 loss: 0.1914 (0.2000) loss_rec_all: 0.2179 (0.2258) loss_rec_sfr: 0.2892 (0.2990) loss_cl: -0.2788 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [10:40:33.204831] Epoch: [149] [2680/2904] eta: 0:02:48 lr: 0.002278 loss: 0.1910 (0.2000) loss_rec_all: 0.2167 (0.2258) loss_rec_sfr: 0.2754 (0.2991) loss_cl: -0.2783 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [10:40:48.115035] Epoch: [149] [2700/2904] eta: 0:02:33 lr: 0.002278 loss: 0.1843 (0.2000) loss_rec_all: 0.2103 (0.2257) loss_rec_sfr: 0.2730 (0.2989) loss_cl: -0.2784 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [10:41:03.023506] Epoch: [149] [2720/2904] eta: 0:02:18 lr: 0.002278 loss: 0.1864 (0.2000) loss_rec_all: 0.2127 (0.2257) loss_rec_sfr: 0.2762 (0.2989) loss_cl: -0.2792 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [10:41:17.937382] Epoch: [149] [2740/2904] eta: 0:02:03 lr: 0.002278 loss: 0.1872 (0.1999) loss_rec_all: 0.2130 (0.2257) loss_rec_sfr: 0.2721 (0.2988) loss_cl: -0.2794 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [10:41:32.849390] Epoch: [149] [2760/2904] eta: 0:01:48 lr: 0.002278 loss: 0.1886 (0.1999) loss_rec_all: 0.2144 (0.2257) loss_rec_sfr: 0.2933 (0.2989) loss_cl: -0.2792 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [10:41:47.759056] Epoch: [149] [2780/2904] eta: 0:01:33 lr: 0.002278 loss: 0.1888 (0.1999) loss_rec_all: 0.2145 (0.2257) loss_rec_sfr: 0.2698 (0.2987) loss_cl: -0.2788 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [10:42:02.670174] Epoch: [149] [2800/2904] eta: 0:01:18 lr: 0.002278 loss: 0.1882 (0.1998) loss_rec_all: 0.2141 (0.2256) loss_rec_sfr: 0.2748 (0.2985) loss_cl: -0.2795 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [10:42:17.581394] Epoch: [149] [2820/2904] eta: 0:01:03 lr: 0.002278 loss: 0.1895 (0.1998) loss_rec_all: 0.2156 (0.2256) loss_rec_sfr: 0.2741 (0.2984) loss_cl: -0.2796 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [10:42:32.527488] Epoch: [149] [2840/2904] eta: 0:00:48 lr: 0.002278 loss: 0.1893 (0.1998) loss_rec_all: 0.2157 (0.2256) loss_rec_sfr: 0.2576 (0.2984) loss_cl: -0.2788 (-0.2787) time: 0.7473 data: 0.0023 max mem: 29860 [10:42:47.420641] Epoch: [149] [2860/2904] eta: 0:00:33 lr: 0.002278 loss: 0.1845 (0.1997) loss_rec_all: 0.2105 (0.2255) loss_rec_sfr: 0.2399 (0.2980) loss_cl: -0.2789 (-0.2787) time: 0.7446 data: 0.0001 max mem: 29860 [10:43:02.309171] Epoch: [149] [2880/2904] eta: 0:00:18 lr: 0.002278 loss: 0.1876 (0.1997) loss_rec_all: 0.2132 (0.2255) loss_rec_sfr: 0.2631 (0.2981) loss_cl: -0.2777 (-0.2787) time: 0.7444 data: 0.0001 max mem: 29860 [10:43:17.202147] Epoch: [149] [2900/2904] eta: 0:00:03 lr: 0.002278 loss: 0.1888 (0.1997) loss_rec_all: 0.2146 (0.2255) loss_rec_sfr: 0.2757 (0.2981) loss_cl: -0.2785 (-0.2787) time: 0.7446 data: 0.0001 max mem: 29860 [10:43:19.441887] Epoch: [149] [2903/2904] eta: 0:00:00 lr: 0.002278 loss: 0.1954 (0.1998) loss_rec_all: 0.2215 (0.2255) loss_rec_sfr: 0.2829 (0.2982) loss_cl: -0.2792 (-0.2787) time: 0.7445 data: 0.0001 max mem: 29860 [10:43:21.498877] Epoch: [149] Total time: 0:36:24 (0.7521 s / it) [10:43:21.518679] Averaged stats: lr: 0.002278 loss: 0.1954 (0.2014) loss_rec_all: 0.2215 (0.2249) loss_rec_sfr: 0.2829 (0.2956) loss_cl: -0.2792 (-0.2555) [10:43:21.523429] log_dir: ./checkpoint/VF2_ViT-B [10:43:37.266699] Epoch: [150] [ 0/2904] eta: 12:41:55 lr: 0.002278 loss: 0.1859 (0.1859) loss_rec_all: 0.2123 (0.2123) loss_rec_sfr: 0.2403 (0.2403) loss_cl: -0.2803 (-0.2803) time: 15.7424 data: 9.3245 max mem: 29860 [10:43:54.370762] Epoch: [150] [ 20/2904] eta: 1:15:10 lr: 0.002278 loss: 0.1909 (0.2026) loss_rec_all: 0.2170 (0.2285) loss_rec_sfr: 0.2660 (0.3046) loss_cl: -0.2797 (-0.2797) time: 0.8552 data: 0.1065 max mem: 29860 [10:44:09.304683] Epoch: [150] [ 40/2904] eta: 0:55:37 lr: 0.002278 loss: 0.1857 (0.1996) loss_rec_all: 0.2118 (0.2255) loss_rec_sfr: 0.2783 (0.3013) loss_cl: -0.2793 (-0.2795) time: 0.7467 data: 0.0002 max mem: 29860 [10:44:24.243445] Epoch: [150] [ 60/2904] eta: 0:48:44 lr: 0.002278 loss: 0.1893 (0.1997) loss_rec_all: 0.2151 (0.2255) loss_rec_sfr: 0.2708 (0.3021) loss_cl: -0.2787 (-0.2792) time: 0.7469 data: 0.0002 max mem: 29860 [10:44:39.200907] Epoch: [150] [ 80/2904] eta: 0:45:08 lr: 0.002278 loss: 0.1897 (0.2013) loss_rec_all: 0.2155 (0.2270) loss_rec_sfr: 0.2799 (0.3083) loss_cl: -0.2785 (-0.2790) time: 0.7478 data: 0.0002 max mem: 29860 [10:44:54.181929] Epoch: [150] [ 100/2904] eta: 0:42:52 lr: 0.002278 loss: 0.1842 (0.1995) loss_rec_all: 0.2107 (0.2253) loss_rec_sfr: 0.2814 (0.3027) loss_cl: -0.2779 (-0.2788) time: 0.7490 data: 0.0002 max mem: 29860 [10:45:09.166393] Epoch: [150] [ 120/2904] eta: 0:41:16 lr: 0.002278 loss: 0.1948 (0.1991) loss_rec_all: 0.2208 (0.2249) loss_rec_sfr: 0.2751 (0.3002) loss_cl: -0.2782 (-0.2787) time: 0.7492 data: 0.0002 max mem: 29860 [10:45:24.144339] Epoch: [150] [ 140/2904] eta: 0:40:03 lr: 0.002278 loss: 0.1930 (0.1995) loss_rec_all: 0.2189 (0.2253) loss_rec_sfr: 0.2694 (0.2999) loss_cl: -0.2789 (-0.2787) time: 0.7489 data: 0.0002 max mem: 29860 [10:45:39.170440] Epoch: [150] [ 160/2904] eta: 0:39:05 lr: 0.002278 loss: 0.1875 (0.1988) loss_rec_all: 0.2133 (0.2246) loss_rec_sfr: 0.2839 (0.2992) loss_cl: -0.2796 (-0.2788) time: 0.7513 data: 0.0002 max mem: 29860 [10:45:54.144269] Epoch: [150] [ 180/2904] eta: 0:38:16 lr: 0.002278 loss: 0.1884 (0.1981) loss_rec_all: 0.2145 (0.2239) loss_rec_sfr: 0.2732 (0.2966) loss_cl: -0.2796 (-0.2789) time: 0.7486 data: 0.0002 max mem: 29860 [10:46:09.140381] Epoch: [150] [ 200/2904] eta: 0:37:34 lr: 0.002278 loss: 0.1846 (0.1980) loss_rec_all: 0.2109 (0.2238) loss_rec_sfr: 0.2738 (0.2967) loss_cl: -0.2784 (-0.2788) time: 0.7498 data: 0.0002 max mem: 29860 [10:46:24.126714] Epoch: [150] [ 220/2904] eta: 0:36:57 lr: 0.002278 loss: 0.1907 (0.1980) loss_rec_all: 0.2167 (0.2238) loss_rec_sfr: 0.2731 (0.2967) loss_cl: -0.2787 (-0.2788) time: 0.7493 data: 0.0002 max mem: 29860 [10:46:39.097877] Epoch: [150] [ 240/2904] eta: 0:36:23 lr: 0.002278 loss: 0.1912 (0.1980) loss_rec_all: 0.2170 (0.2238) loss_rec_sfr: 0.2743 (0.2954) loss_cl: -0.2793 (-0.2788) time: 0.7485 data: 0.0002 max mem: 29860 [10:46:54.063124] Epoch: [150] [ 260/2904] eta: 0:35:52 lr: 0.002278 loss: 0.1914 (0.1982) loss_rec_all: 0.2172 (0.2240) loss_rec_sfr: 0.2840 (0.2964) loss_cl: -0.2786 (-0.2788) time: 0.7482 data: 0.0002 max mem: 29860 [10:47:09.044191] Epoch: [150] [ 280/2904] eta: 0:35:24 lr: 0.002278 loss: 0.1845 (0.1978) loss_rec_all: 0.2106 (0.2236) loss_rec_sfr: 0.2619 (0.2949) loss_cl: -0.2787 (-0.2788) time: 0.7490 data: 0.0002 max mem: 29860 [10:47:24.026999] Epoch: [150] [ 300/2904] eta: 0:34:57 lr: 0.002278 loss: 0.1901 (0.1979) loss_rec_all: 0.2158 (0.2237) loss_rec_sfr: 0.2759 (0.2950) loss_cl: -0.2787 (-0.2787) time: 0.7491 data: 0.0003 max mem: 29860 [10:47:38.973540] Epoch: [150] [ 320/2904] eta: 0:34:32 lr: 0.002278 loss: 0.1861 (0.1980) loss_rec_all: 0.2121 (0.2238) loss_rec_sfr: 0.2753 (0.2955) loss_cl: -0.2794 (-0.2787) time: 0.7473 data: 0.0002 max mem: 29860 [10:47:53.899773] Epoch: [150] [ 340/2904] eta: 0:34:07 lr: 0.002278 loss: 0.1880 (0.1983) loss_rec_all: 0.2143 (0.2241) loss_rec_sfr: 0.2911 (0.2969) loss_cl: -0.2785 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [10:48:08.824129] Epoch: [150] [ 360/2904] eta: 0:33:44 lr: 0.002278 loss: 0.1913 (0.1983) loss_rec_all: 0.2172 (0.2241) loss_rec_sfr: 0.2838 (0.2970) loss_cl: -0.2785 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [10:48:23.732302] Epoch: [150] [ 380/2904] eta: 0:33:21 lr: 0.002278 loss: 0.1853 (0.1982) loss_rec_all: 0.2117 (0.2240) loss_rec_sfr: 0.2756 (0.2964) loss_cl: -0.2791 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [10:48:38.646628] Epoch: [150] [ 400/2904] eta: 0:33:00 lr: 0.002278 loss: 0.1871 (0.1987) loss_rec_all: 0.2133 (0.2245) loss_rec_sfr: 0.2870 (0.2981) loss_cl: -0.2784 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [10:48:53.556313] Epoch: [150] [ 420/2904] eta: 0:32:38 lr: 0.002278 loss: 0.1862 (0.1990) loss_rec_all: 0.2126 (0.2248) loss_rec_sfr: 0.2702 (0.2986) loss_cl: -0.2785 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [10:49:08.462326] Epoch: [150] [ 440/2904] eta: 0:32:18 lr: 0.002278 loss: 0.1920 (0.1992) loss_rec_all: 0.2178 (0.2249) loss_rec_sfr: 0.2674 (0.2986) loss_cl: -0.2788 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [10:49:23.371439] Epoch: [150] [ 460/2904] eta: 0:31:58 lr: 0.002278 loss: 0.1863 (0.1989) loss_rec_all: 0.2123 (0.2247) loss_rec_sfr: 0.2789 (0.2981) loss_cl: -0.2790 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [10:49:38.273439] Epoch: [150] [ 480/2904] eta: 0:31:38 lr: 0.002278 loss: 0.1851 (0.1985) loss_rec_all: 0.2111 (0.2243) loss_rec_sfr: 0.2741 (0.2968) loss_cl: -0.2791 (-0.2787) time: 0.7451 data: 0.0002 max mem: 29860 [10:49:53.192935] Epoch: [150] [ 500/2904] eta: 0:31:19 lr: 0.002278 loss: 0.1911 (0.1988) loss_rec_all: 0.2168 (0.2246) loss_rec_sfr: 0.2888 (0.2977) loss_cl: -0.2785 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [10:50:08.109564] Epoch: [150] [ 520/2904] eta: 0:31:00 lr: 0.002278 loss: 0.1904 (0.1991) loss_rec_all: 0.2166 (0.2249) loss_rec_sfr: 0.2836 (0.2984) loss_cl: -0.2789 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [10:50:23.025264] Epoch: [150] [ 540/2904] eta: 0:30:41 lr: 0.002278 loss: 0.1912 (0.1988) loss_rec_all: 0.2175 (0.2246) loss_rec_sfr: 0.2670 (0.2972) loss_cl: -0.2799 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [10:50:37.940670] Epoch: [150] [ 560/2904] eta: 0:30:23 lr: 0.002278 loss: 0.1831 (0.1985) loss_rec_all: 0.2093 (0.2244) loss_rec_sfr: 0.2224 (0.2959) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [10:50:52.853067] Epoch: [150] [ 580/2904] eta: 0:30:05 lr: 0.002278 loss: 0.1885 (0.1985) loss_rec_all: 0.2146 (0.2243) loss_rec_sfr: 0.2750 (0.2958) loss_cl: -0.2778 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [10:51:07.761682] Epoch: [150] [ 600/2904] eta: 0:29:47 lr: 0.002278 loss: 0.1927 (0.1986) loss_rec_all: 0.2186 (0.2244) loss_rec_sfr: 0.2707 (0.2961) loss_cl: -0.2780 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [10:51:22.671433] Epoch: [150] [ 620/2904] eta: 0:29:29 lr: 0.002278 loss: 0.1871 (0.1984) loss_rec_all: 0.2132 (0.2242) loss_rec_sfr: 0.2521 (0.2950) loss_cl: -0.2785 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [10:51:37.579583] Epoch: [150] [ 640/2904] eta: 0:29:11 lr: 0.002278 loss: 0.1877 (0.1984) loss_rec_all: 0.2137 (0.2242) loss_rec_sfr: 0.2755 (0.2950) loss_cl: -0.2785 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [10:51:52.486354] Epoch: [150] [ 660/2904] eta: 0:28:54 lr: 0.002278 loss: 0.1842 (0.1983) loss_rec_all: 0.2106 (0.2241) loss_rec_sfr: 0.2568 (0.2945) loss_cl: -0.2793 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [10:52:07.401851] Epoch: [150] [ 680/2904] eta: 0:28:37 lr: 0.002278 loss: 0.1920 (0.1983) loss_rec_all: 0.2179 (0.2241) loss_rec_sfr: 0.2698 (0.2943) loss_cl: -0.2792 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [10:52:22.312616] Epoch: [150] [ 700/2904] eta: 0:28:20 lr: 0.002278 loss: 0.1895 (0.1985) loss_rec_all: 0.2156 (0.2243) loss_rec_sfr: 0.2763 (0.2947) loss_cl: -0.2788 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [10:52:37.214605] Epoch: [150] [ 720/2904] eta: 0:28:03 lr: 0.002278 loss: 0.1847 (0.1982) loss_rec_all: 0.2104 (0.2240) loss_rec_sfr: 0.2703 (0.2939) loss_cl: -0.2775 (-0.2787) time: 0.7451 data: 0.0002 max mem: 29860 [10:52:52.120782] Epoch: [150] [ 740/2904] eta: 0:27:46 lr: 0.002278 loss: 0.1855 (0.1981) loss_rec_all: 0.2114 (0.2239) loss_rec_sfr: 0.2766 (0.2938) loss_cl: -0.2783 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [10:53:07.024183] Epoch: [150] [ 760/2904] eta: 0:27:29 lr: 0.002277 loss: 0.1857 (0.1979) loss_rec_all: 0.2118 (0.2238) loss_rec_sfr: 0.2723 (0.2933) loss_cl: -0.2793 (-0.2787) time: 0.7451 data: 0.0002 max mem: 29860 [10:53:21.935342] Epoch: [150] [ 780/2904] eta: 0:27:12 lr: 0.002277 loss: 0.1847 (0.1979) loss_rec_all: 0.2111 (0.2237) loss_rec_sfr: 0.2708 (0.2932) loss_cl: -0.2798 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [10:53:36.843319] Epoch: [150] [ 800/2904] eta: 0:26:56 lr: 0.002277 loss: 0.1882 (0.1980) loss_rec_all: 0.2142 (0.2238) loss_rec_sfr: 0.2786 (0.2935) loss_cl: -0.2792 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [10:53:51.748521] Epoch: [150] [ 820/2904] eta: 0:26:39 lr: 0.002277 loss: 0.1869 (0.1980) loss_rec_all: 0.2129 (0.2238) loss_rec_sfr: 0.2729 (0.2935) loss_cl: -0.2788 (-0.2787) time: 0.7452 data: 0.0002 max mem: 29860 [10:54:06.652685] Epoch: [150] [ 840/2904] eta: 0:26:23 lr: 0.002277 loss: 0.1887 (0.1980) loss_rec_all: 0.2146 (0.2238) loss_rec_sfr: 0.2889 (0.2933) loss_cl: -0.2794 (-0.2787) time: 0.7452 data: 0.0002 max mem: 29860 [10:54:21.557917] Epoch: [150] [ 860/2904] eta: 0:26:06 lr: 0.002277 loss: 0.1890 (0.1979) loss_rec_all: 0.2149 (0.2237) loss_rec_sfr: 0.2494 (0.2931) loss_cl: -0.2792 (-0.2787) time: 0.7452 data: 0.0002 max mem: 29860 [10:54:36.465866] Epoch: [150] [ 880/2904] eta: 0:25:50 lr: 0.002277 loss: 0.1889 (0.1979) loss_rec_all: 0.2146 (0.2237) loss_rec_sfr: 0.2652 (0.2929) loss_cl: -0.2784 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [10:54:51.369893] Epoch: [150] [ 900/2904] eta: 0:25:34 lr: 0.002277 loss: 0.1874 (0.1978) loss_rec_all: 0.2135 (0.2237) loss_rec_sfr: 0.2714 (0.2926) loss_cl: -0.2791 (-0.2787) time: 0.7452 data: 0.0002 max mem: 29860 [10:55:06.281756] Epoch: [150] [ 920/2904] eta: 0:25:18 lr: 0.002277 loss: 0.1812 (0.1976) loss_rec_all: 0.2072 (0.2234) loss_rec_sfr: 0.2363 (0.2918) loss_cl: -0.2794 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [10:55:21.195640] Epoch: [150] [ 940/2904] eta: 0:25:01 lr: 0.002277 loss: 0.1836 (0.1975) loss_rec_all: 0.2098 (0.2234) loss_rec_sfr: 0.2357 (0.2913) loss_cl: -0.2786 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [10:55:36.109378] Epoch: [150] [ 960/2904] eta: 0:24:45 lr: 0.002277 loss: 0.1908 (0.1974) loss_rec_all: 0.2165 (0.2233) loss_rec_sfr: 0.2711 (0.2912) loss_cl: -0.2782 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [10:55:51.018335] Epoch: [150] [ 980/2904] eta: 0:24:29 lr: 0.002277 loss: 0.1870 (0.1974) loss_rec_all: 0.2127 (0.2232) loss_rec_sfr: 0.2629 (0.2911) loss_cl: -0.2788 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [10:56:05.929372] Epoch: [150] [1000/2904] eta: 0:24:13 lr: 0.002277 loss: 0.1873 (0.1975) loss_rec_all: 0.2136 (0.2233) loss_rec_sfr: 0.2808 (0.2914) loss_cl: -0.2783 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [10:56:20.839155] Epoch: [150] [1020/2904] eta: 0:23:57 lr: 0.002277 loss: 0.1895 (0.1974) loss_rec_all: 0.2153 (0.2233) loss_rec_sfr: 0.2706 (0.2913) loss_cl: -0.2794 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [10:56:35.750593] Epoch: [150] [1040/2904] eta: 0:23:42 lr: 0.002277 loss: 0.1915 (0.1976) loss_rec_all: 0.2175 (0.2234) loss_rec_sfr: 0.2786 (0.2919) loss_cl: -0.2793 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [10:56:50.665771] Epoch: [150] [1060/2904] eta: 0:23:26 lr: 0.002277 loss: 0.1880 (0.1976) loss_rec_all: 0.2138 (0.2234) loss_rec_sfr: 0.2479 (0.2918) loss_cl: -0.2796 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [10:57:05.580008] Epoch: [150] [1080/2904] eta: 0:23:10 lr: 0.002277 loss: 0.1854 (0.1974) loss_rec_all: 0.2118 (0.2232) loss_rec_sfr: 0.2445 (0.2911) loss_cl: -0.2789 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [10:57:20.491650] Epoch: [150] [1100/2904] eta: 0:22:54 lr: 0.002277 loss: 0.1858 (0.1974) loss_rec_all: 0.2123 (0.2233) loss_rec_sfr: 0.2807 (0.2913) loss_cl: -0.2778 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [10:57:35.407640] Epoch: [150] [1120/2904] eta: 0:22:38 lr: 0.002277 loss: 0.1879 (0.1976) loss_rec_all: 0.2139 (0.2234) loss_rec_sfr: 0.2572 (0.2917) loss_cl: -0.2779 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [10:57:50.320032] Epoch: [150] [1140/2904] eta: 0:22:23 lr: 0.002277 loss: 0.1912 (0.1976) loss_rec_all: 0.2171 (0.2235) loss_rec_sfr: 0.2760 (0.2919) loss_cl: -0.2790 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [10:58:05.233501] Epoch: [150] [1160/2904] eta: 0:22:07 lr: 0.002277 loss: 0.1890 (0.1977) loss_rec_all: 0.2150 (0.2235) loss_rec_sfr: 0.2764 (0.2921) loss_cl: -0.2791 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [10:58:20.141159] Epoch: [150] [1180/2904] eta: 0:21:51 lr: 0.002277 loss: 0.1873 (0.1977) loss_rec_all: 0.2135 (0.2235) loss_rec_sfr: 0.2750 (0.2920) loss_cl: -0.2791 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [10:58:35.051845] Epoch: [150] [1200/2904] eta: 0:21:36 lr: 0.002277 loss: 0.1853 (0.1977) loss_rec_all: 0.2113 (0.2236) loss_rec_sfr: 0.2841 (0.2925) loss_cl: -0.2782 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [10:58:49.965541] Epoch: [150] [1220/2904] eta: 0:21:20 lr: 0.002277 loss: 0.1853 (0.1977) loss_rec_all: 0.2116 (0.2235) loss_rec_sfr: 0.2739 (0.2923) loss_cl: -0.2791 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [10:59:04.881633] Epoch: [150] [1240/2904] eta: 0:21:04 lr: 0.002277 loss: 0.1848 (0.1976) loss_rec_all: 0.2111 (0.2234) loss_rec_sfr: 0.2807 (0.2922) loss_cl: -0.2796 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [10:59:19.797598] Epoch: [150] [1260/2904] eta: 0:20:49 lr: 0.002277 loss: 0.1949 (0.1977) loss_rec_all: 0.2209 (0.2235) loss_rec_sfr: 0.2766 (0.2923) loss_cl: -0.2792 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [10:59:34.713753] Epoch: [150] [1280/2904] eta: 0:20:33 lr: 0.002277 loss: 0.1874 (0.1976) loss_rec_all: 0.2132 (0.2234) loss_rec_sfr: 0.2663 (0.2920) loss_cl: -0.2779 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [10:59:49.625113] Epoch: [150] [1300/2904] eta: 0:20:18 lr: 0.002277 loss: 0.1873 (0.1975) loss_rec_all: 0.2132 (0.2233) loss_rec_sfr: 0.2871 (0.2917) loss_cl: -0.2786 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [11:00:04.539656] Epoch: [150] [1320/2904] eta: 0:20:02 lr: 0.002277 loss: 0.1864 (0.1974) loss_rec_all: 0.2127 (0.2233) loss_rec_sfr: 0.2320 (0.2914) loss_cl: -0.2787 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [11:00:19.457585] Epoch: [150] [1340/2904] eta: 0:19:47 lr: 0.002277 loss: 0.1851 (0.1973) loss_rec_all: 0.2111 (0.2231) loss_rec_sfr: 0.2836 (0.2911) loss_cl: -0.2803 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [11:00:34.368326] Epoch: [150] [1360/2904] eta: 0:19:31 lr: 0.002277 loss: 0.1897 (0.1973) loss_rec_all: 0.2158 (0.2232) loss_rec_sfr: 0.2696 (0.2914) loss_cl: -0.2789 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [11:00:49.277254] Epoch: [150] [1380/2904] eta: 0:19:16 lr: 0.002277 loss: 0.1921 (0.1974) loss_rec_all: 0.2180 (0.2232) loss_rec_sfr: 0.2710 (0.2913) loss_cl: -0.2791 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [11:01:04.191754] Epoch: [150] [1400/2904] eta: 0:19:00 lr: 0.002277 loss: 0.1886 (0.1974) loss_rec_all: 0.2147 (0.2232) loss_rec_sfr: 0.2792 (0.2914) loss_cl: -0.2790 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [11:01:19.099052] Epoch: [150] [1420/2904] eta: 0:18:45 lr: 0.002277 loss: 0.1891 (0.1974) loss_rec_all: 0.2150 (0.2232) loss_rec_sfr: 0.2751 (0.2914) loss_cl: -0.2784 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [11:01:34.009366] Epoch: [150] [1440/2904] eta: 0:18:29 lr: 0.002277 loss: 0.1883 (0.1974) loss_rec_all: 0.2141 (0.2233) loss_rec_sfr: 0.2866 (0.2917) loss_cl: -0.2788 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [11:01:48.917182] Epoch: [150] [1460/2904] eta: 0:18:14 lr: 0.002277 loss: 0.1886 (0.1975) loss_rec_all: 0.2146 (0.2233) loss_rec_sfr: 0.2690 (0.2918) loss_cl: -0.2788 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [11:02:03.827243] Epoch: [150] [1480/2904] eta: 0:17:59 lr: 0.002277 loss: 0.1866 (0.1974) loss_rec_all: 0.2126 (0.2232) loss_rec_sfr: 0.2739 (0.2915) loss_cl: -0.2787 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [11:02:18.738947] Epoch: [150] [1500/2904] eta: 0:17:43 lr: 0.002277 loss: 0.1900 (0.1975) loss_rec_all: 0.2159 (0.2233) loss_rec_sfr: 0.2814 (0.2919) loss_cl: -0.2787 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [11:02:33.651569] Epoch: [150] [1520/2904] eta: 0:17:28 lr: 0.002277 loss: 0.1863 (0.1974) loss_rec_all: 0.2126 (0.2232) loss_rec_sfr: 0.2808 (0.2917) loss_cl: -0.2793 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [11:02:48.564073] Epoch: [150] [1540/2904] eta: 0:17:12 lr: 0.002277 loss: 0.1861 (0.1974) loss_rec_all: 0.2118 (0.2233) loss_rec_sfr: 0.2799 (0.2918) loss_cl: -0.2784 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [11:03:03.478567] Epoch: [150] [1560/2904] eta: 0:16:57 lr: 0.002277 loss: 0.1880 (0.1973) loss_rec_all: 0.2142 (0.2232) loss_rec_sfr: 0.2703 (0.2915) loss_cl: -0.2788 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [11:03:18.394853] Epoch: [150] [1580/2904] eta: 0:16:42 lr: 0.002277 loss: 0.1865 (0.1974) loss_rec_all: 0.2124 (0.2232) loss_rec_sfr: 0.2763 (0.2915) loss_cl: -0.2790 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [11:03:33.312864] Epoch: [150] [1600/2904] eta: 0:16:26 lr: 0.002277 loss: 0.1899 (0.1974) loss_rec_all: 0.2157 (0.2232) loss_rec_sfr: 0.2692 (0.2917) loss_cl: -0.2790 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [11:03:48.229843] Epoch: [150] [1620/2904] eta: 0:16:11 lr: 0.002277 loss: 0.1908 (0.1974) loss_rec_all: 0.2169 (0.2232) loss_rec_sfr: 0.2760 (0.2915) loss_cl: -0.2800 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [11:04:03.149114] Epoch: [150] [1640/2904] eta: 0:15:56 lr: 0.002277 loss: 0.1871 (0.1974) loss_rec_all: 0.2129 (0.2232) loss_rec_sfr: 0.2754 (0.2916) loss_cl: -0.2785 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [11:04:18.062671] Epoch: [150] [1660/2904] eta: 0:15:41 lr: 0.002277 loss: 0.1874 (0.1973) loss_rec_all: 0.2134 (0.2232) loss_rec_sfr: 0.2558 (0.2914) loss_cl: -0.2784 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [11:04:32.967499] Epoch: [150] [1680/2904] eta: 0:15:25 lr: 0.002277 loss: 0.1886 (0.1974) loss_rec_all: 0.2145 (0.2232) loss_rec_sfr: 0.2786 (0.2916) loss_cl: -0.2783 (-0.2787) time: 0.7452 data: 0.0002 max mem: 29860 [11:04:47.879009] Epoch: [150] [1700/2904] eta: 0:15:10 lr: 0.002277 loss: 0.1904 (0.1974) loss_rec_all: 0.2167 (0.2232) loss_rec_sfr: 0.2773 (0.2915) loss_cl: -0.2790 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [11:05:02.794420] Epoch: [150] [1720/2904] eta: 0:14:55 lr: 0.002277 loss: 0.1885 (0.1974) loss_rec_all: 0.2146 (0.2232) loss_rec_sfr: 0.2704 (0.2916) loss_cl: -0.2791 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [11:05:17.705725] Epoch: [150] [1740/2904] eta: 0:14:39 lr: 0.002277 loss: 0.1887 (0.1975) loss_rec_all: 0.2148 (0.2233) loss_rec_sfr: 0.2658 (0.2918) loss_cl: -0.2783 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [11:05:32.613807] Epoch: [150] [1760/2904] eta: 0:14:24 lr: 0.002277 loss: 0.1911 (0.1975) loss_rec_all: 0.2173 (0.2234) loss_rec_sfr: 0.2772 (0.2919) loss_cl: -0.2789 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [11:05:47.521782] Epoch: [150] [1780/2904] eta: 0:14:09 lr: 0.002277 loss: 0.1855 (0.1975) loss_rec_all: 0.2117 (0.2233) loss_rec_sfr: 0.2427 (0.2915) loss_cl: -0.2789 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [11:06:02.430294] Epoch: [150] [1800/2904] eta: 0:13:54 lr: 0.002277 loss: 0.1874 (0.1974) loss_rec_all: 0.2133 (0.2232) loss_rec_sfr: 0.2618 (0.2913) loss_cl: -0.2795 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [11:06:17.345041] Epoch: [150] [1820/2904] eta: 0:13:38 lr: 0.002277 loss: 0.1908 (0.1974) loss_rec_all: 0.2166 (0.2232) loss_rec_sfr: 0.2888 (0.2914) loss_cl: -0.2790 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [11:06:32.254429] Epoch: [150] [1840/2904] eta: 0:13:23 lr: 0.002277 loss: 0.1885 (0.1974) loss_rec_all: 0.2147 (0.2232) loss_rec_sfr: 0.2418 (0.2914) loss_cl: -0.2786 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [11:06:47.167860] Epoch: [150] [1860/2904] eta: 0:13:08 lr: 0.002277 loss: 0.1875 (0.1974) loss_rec_all: 0.2136 (0.2232) loss_rec_sfr: 0.2620 (0.2913) loss_cl: -0.2787 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [11:07:02.080081] Epoch: [150] [1880/2904] eta: 0:12:53 lr: 0.002277 loss: 0.1925 (0.1974) loss_rec_all: 0.2185 (0.2233) loss_rec_sfr: 0.2702 (0.2912) loss_cl: -0.2785 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [11:07:16.993868] Epoch: [150] [1900/2904] eta: 0:12:38 lr: 0.002277 loss: 0.1879 (0.1975) loss_rec_all: 0.2143 (0.2233) loss_rec_sfr: 0.2702 (0.2913) loss_cl: -0.2795 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [11:07:31.902027] Epoch: [150] [1920/2904] eta: 0:12:22 lr: 0.002277 loss: 0.1891 (0.1975) loss_rec_all: 0.2153 (0.2233) loss_rec_sfr: 0.2694 (0.2914) loss_cl: -0.2796 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [11:07:46.812276] Epoch: [150] [1940/2904] eta: 0:12:07 lr: 0.002277 loss: 0.1885 (0.1975) loss_rec_all: 0.2150 (0.2233) loss_rec_sfr: 0.2782 (0.2913) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [11:08:01.718344] Epoch: [150] [1960/2904] eta: 0:11:52 lr: 0.002277 loss: 0.1879 (0.1976) loss_rec_all: 0.2137 (0.2234) loss_rec_sfr: 0.2867 (0.2917) loss_cl: -0.2776 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [11:08:16.626556] Epoch: [150] [1980/2904] eta: 0:11:37 lr: 0.002277 loss: 0.1918 (0.1976) loss_rec_all: 0.2176 (0.2234) loss_rec_sfr: 0.2797 (0.2918) loss_cl: -0.2796 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [11:08:31.535483] Epoch: [150] [2000/2904] eta: 0:11:22 lr: 0.002277 loss: 0.1886 (0.1977) loss_rec_all: 0.2145 (0.2235) loss_rec_sfr: 0.2813 (0.2920) loss_cl: -0.2792 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [11:08:46.444165] Epoch: [150] [2020/2904] eta: 0:11:06 lr: 0.002277 loss: 0.1880 (0.1977) loss_rec_all: 0.2143 (0.2235) loss_rec_sfr: 0.2809 (0.2922) loss_cl: -0.2790 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [11:09:01.355540] Epoch: [150] [2040/2904] eta: 0:10:51 lr: 0.002277 loss: 0.1871 (0.1977) loss_rec_all: 0.2134 (0.2235) loss_rec_sfr: 0.2843 (0.2922) loss_cl: -0.2786 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [11:09:16.268623] Epoch: [150] [2060/2904] eta: 0:10:36 lr: 0.002277 loss: 0.1883 (0.1977) loss_rec_all: 0.2140 (0.2235) loss_rec_sfr: 0.2682 (0.2922) loss_cl: -0.2781 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [11:09:31.180688] Epoch: [150] [2080/2904] eta: 0:10:21 lr: 0.002277 loss: 0.1853 (0.1977) loss_rec_all: 0.2117 (0.2235) loss_rec_sfr: 0.2589 (0.2921) loss_cl: -0.2791 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [11:09:46.085710] Epoch: [150] [2100/2904] eta: 0:10:06 lr: 0.002276 loss: 0.1854 (0.1976) loss_rec_all: 0.2115 (0.2234) loss_rec_sfr: 0.2681 (0.2919) loss_cl: -0.2795 (-0.2787) time: 0.7452 data: 0.0002 max mem: 29860 [11:10:00.992151] Epoch: [150] [2120/2904] eta: 0:09:51 lr: 0.002276 loss: 0.1930 (0.1977) loss_rec_all: 0.2194 (0.2235) loss_rec_sfr: 0.2696 (0.2920) loss_cl: -0.2786 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [11:10:15.898700] Epoch: [150] [2140/2904] eta: 0:09:36 lr: 0.002276 loss: 0.1903 (0.1977) loss_rec_all: 0.2162 (0.2235) loss_rec_sfr: 0.2811 (0.2921) loss_cl: -0.2794 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [11:10:30.822123] Epoch: [150] [2160/2904] eta: 0:09:20 lr: 0.002276 loss: 0.1909 (0.1978) loss_rec_all: 0.2166 (0.2236) loss_rec_sfr: 0.2734 (0.2924) loss_cl: -0.2784 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [11:10:45.732352] Epoch: [150] [2180/2904] eta: 0:09:05 lr: 0.002276 loss: 0.1925 (0.1978) loss_rec_all: 0.2185 (0.2236) loss_rec_sfr: 0.2696 (0.2925) loss_cl: -0.2782 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [11:11:00.641397] Epoch: [150] [2200/2904] eta: 0:08:50 lr: 0.002276 loss: 0.1927 (0.1978) loss_rec_all: 0.2190 (0.2236) loss_rec_sfr: 0.2718 (0.2923) loss_cl: -0.2789 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [11:11:15.545432] Epoch: [150] [2220/2904] eta: 0:08:35 lr: 0.002276 loss: 0.1864 (0.1978) loss_rec_all: 0.2129 (0.2236) loss_rec_sfr: 0.2669 (0.2923) loss_cl: -0.2786 (-0.2787) time: 0.7452 data: 0.0002 max mem: 29860 [11:11:30.455478] Epoch: [150] [2240/2904] eta: 0:08:20 lr: 0.002276 loss: 0.1855 (0.1977) loss_rec_all: 0.2114 (0.2236) loss_rec_sfr: 0.2840 (0.2922) loss_cl: -0.2785 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [11:11:45.360559] Epoch: [150] [2260/2904] eta: 0:08:05 lr: 0.002276 loss: 0.1910 (0.1977) loss_rec_all: 0.2167 (0.2235) loss_rec_sfr: 0.2606 (0.2921) loss_cl: -0.2798 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [11:12:00.270049] Epoch: [150] [2280/2904] eta: 0:07:50 lr: 0.002276 loss: 0.1864 (0.1978) loss_rec_all: 0.2125 (0.2236) loss_rec_sfr: 0.2883 (0.2925) loss_cl: -0.2781 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [11:12:15.184112] Epoch: [150] [2300/2904] eta: 0:07:35 lr: 0.002276 loss: 0.1903 (0.1978) loss_rec_all: 0.2163 (0.2237) loss_rec_sfr: 0.2771 (0.2926) loss_cl: -0.2783 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [11:12:30.090730] Epoch: [150] [2320/2904] eta: 0:07:19 lr: 0.002276 loss: 0.1874 (0.1979) loss_rec_all: 0.2137 (0.2237) loss_rec_sfr: 0.2750 (0.2928) loss_cl: -0.2788 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [11:12:44.999873] Epoch: [150] [2340/2904] eta: 0:07:04 lr: 0.002276 loss: 0.1883 (0.1979) loss_rec_all: 0.2140 (0.2237) loss_rec_sfr: 0.2748 (0.2929) loss_cl: -0.2779 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [11:12:59.904373] Epoch: [150] [2360/2904] eta: 0:06:49 lr: 0.002276 loss: 0.1897 (0.1980) loss_rec_all: 0.2157 (0.2238) loss_rec_sfr: 0.2755 (0.2930) loss_cl: -0.2788 (-0.2787) time: 0.7452 data: 0.0002 max mem: 29860 [11:13:14.808623] Epoch: [150] [2380/2904] eta: 0:06:34 lr: 0.002276 loss: 0.1894 (0.1980) loss_rec_all: 0.2155 (0.2238) loss_rec_sfr: 0.2722 (0.2931) loss_cl: -0.2796 (-0.2787) time: 0.7452 data: 0.0002 max mem: 29860 [11:13:29.712689] Epoch: [150] [2400/2904] eta: 0:06:19 lr: 0.002276 loss: 0.1881 (0.1981) loss_rec_all: 0.2137 (0.2239) loss_rec_sfr: 0.2885 (0.2933) loss_cl: -0.2788 (-0.2787) time: 0.7452 data: 0.0002 max mem: 29860 [11:13:44.619894] Epoch: [150] [2420/2904] eta: 0:06:04 lr: 0.002276 loss: 0.1907 (0.1981) loss_rec_all: 0.2165 (0.2239) loss_rec_sfr: 0.2845 (0.2934) loss_cl: -0.2785 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [11:13:59.522020] Epoch: [150] [2440/2904] eta: 0:05:49 lr: 0.002276 loss: 0.1889 (0.1981) loss_rec_all: 0.2152 (0.2239) loss_rec_sfr: 0.2750 (0.2935) loss_cl: -0.2788 (-0.2787) time: 0.7451 data: 0.0002 max mem: 29860 [11:14:14.428805] Epoch: [150] [2460/2904] eta: 0:05:34 lr: 0.002276 loss: 0.1953 (0.1981) loss_rec_all: 0.2215 (0.2239) loss_rec_sfr: 0.2760 (0.2934) loss_cl: -0.2793 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [11:14:29.336329] Epoch: [150] [2480/2904] eta: 0:05:19 lr: 0.002276 loss: 0.1838 (0.1981) loss_rec_all: 0.2099 (0.2240) loss_rec_sfr: 0.2555 (0.2935) loss_cl: -0.2788 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [11:14:44.245668] Epoch: [150] [2500/2904] eta: 0:05:04 lr: 0.002276 loss: 0.1860 (0.1981) loss_rec_all: 0.2119 (0.2239) loss_rec_sfr: 0.2694 (0.2933) loss_cl: -0.2797 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [11:14:59.154111] Epoch: [150] [2520/2904] eta: 0:04:49 lr: 0.002276 loss: 0.1882 (0.1981) loss_rec_all: 0.2140 (0.2239) loss_rec_sfr: 0.2812 (0.2934) loss_cl: -0.2786 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [11:15:14.061524] Epoch: [150] [2540/2904] eta: 0:04:33 lr: 0.002276 loss: 0.1868 (0.1980) loss_rec_all: 0.2134 (0.2239) loss_rec_sfr: 0.2663 (0.2932) loss_cl: -0.2780 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [11:15:28.967268] Epoch: [150] [2560/2904] eta: 0:04:18 lr: 0.002276 loss: 0.1894 (0.1980) loss_rec_all: 0.2154 (0.2239) loss_rec_sfr: 0.2772 (0.2931) loss_cl: -0.2798 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [11:15:43.876813] Epoch: [150] [2580/2904] eta: 0:04:03 lr: 0.002276 loss: 0.1908 (0.1981) loss_rec_all: 0.2170 (0.2239) loss_rec_sfr: 0.2700 (0.2933) loss_cl: -0.2797 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [11:15:58.787596] Epoch: [150] [2600/2904] eta: 0:03:48 lr: 0.002276 loss: 0.1980 (0.1982) loss_rec_all: 0.2240 (0.2240) loss_rec_sfr: 0.2739 (0.2934) loss_cl: -0.2781 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [11:16:13.699444] Epoch: [150] [2620/2904] eta: 0:03:33 lr: 0.002276 loss: 0.1941 (0.1983) loss_rec_all: 0.2202 (0.2241) loss_rec_sfr: 0.2852 (0.2938) loss_cl: -0.2785 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [11:16:28.608635] Epoch: [150] [2640/2904] eta: 0:03:18 lr: 0.002276 loss: 0.1844 (0.1983) loss_rec_all: 0.2109 (0.2241) loss_rec_sfr: 0.2858 (0.2937) loss_cl: -0.2786 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [11:16:43.516316] Epoch: [150] [2660/2904] eta: 0:03:03 lr: 0.002276 loss: 0.1852 (0.1982) loss_rec_all: 0.2115 (0.2240) loss_rec_sfr: 0.2606 (0.2936) loss_cl: -0.2790 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [11:16:58.433251] Epoch: [150] [2680/2904] eta: 0:02:48 lr: 0.002276 loss: 0.1867 (0.1982) loss_rec_all: 0.2125 (0.2240) loss_rec_sfr: 0.2829 (0.2935) loss_cl: -0.2789 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [11:17:13.353019] Epoch: [150] [2700/2904] eta: 0:02:33 lr: 0.002276 loss: 0.1853 (0.1981) loss_rec_all: 0.2116 (0.2239) loss_rec_sfr: 0.2756 (0.2933) loss_cl: -0.2785 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [11:17:28.269593] Epoch: [150] [2720/2904] eta: 0:02:18 lr: 0.002276 loss: 0.1910 (0.1981) loss_rec_all: 0.2169 (0.2240) loss_rec_sfr: 0.2735 (0.2934) loss_cl: -0.2787 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [11:17:43.190824] Epoch: [150] [2740/2904] eta: 0:02:03 lr: 0.002276 loss: 0.1879 (0.1981) loss_rec_all: 0.2138 (0.2240) loss_rec_sfr: 0.2671 (0.2934) loss_cl: -0.2789 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [11:17:58.114703] Epoch: [150] [2760/2904] eta: 0:01:48 lr: 0.002276 loss: 0.1870 (0.1981) loss_rec_all: 0.2134 (0.2239) loss_rec_sfr: 0.2757 (0.2934) loss_cl: -0.2789 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [11:18:13.025435] Epoch: [150] [2780/2904] eta: 0:01:33 lr: 0.002276 loss: 0.1876 (0.1981) loss_rec_all: 0.2138 (0.2240) loss_rec_sfr: 0.2846 (0.2934) loss_cl: -0.2786 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [11:18:27.941553] Epoch: [150] [2800/2904] eta: 0:01:18 lr: 0.002276 loss: 0.1895 (0.1981) loss_rec_all: 0.2155 (0.2240) loss_rec_sfr: 0.2766 (0.2934) loss_cl: -0.2790 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [11:18:42.849346] Epoch: [150] [2820/2904] eta: 0:01:03 lr: 0.002276 loss: 0.1879 (0.1981) loss_rec_all: 0.2141 (0.2239) loss_rec_sfr: 0.2723 (0.2933) loss_cl: -0.2795 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [11:18:57.785961] Epoch: [150] [2840/2904] eta: 0:00:48 lr: 0.002276 loss: 0.1882 (0.1981) loss_rec_all: 0.2140 (0.2239) loss_rec_sfr: 0.2847 (0.2934) loss_cl: -0.2788 (-0.2788) time: 0.7468 data: 0.0023 max mem: 29860 [11:19:12.679193] Epoch: [150] [2860/2904] eta: 0:00:33 lr: 0.002276 loss: 0.1864 (0.1981) loss_rec_all: 0.2122 (0.2239) loss_rec_sfr: 0.2954 (0.2935) loss_cl: -0.2782 (-0.2788) time: 0.7446 data: 0.0001 max mem: 29860 [11:19:27.576859] Epoch: [150] [2880/2904] eta: 0:00:18 lr: 0.002276 loss: 0.1919 (0.1982) loss_rec_all: 0.2177 (0.2240) loss_rec_sfr: 0.2722 (0.2936) loss_cl: -0.2779 (-0.2787) time: 0.7449 data: 0.0001 max mem: 29860 [11:19:42.469558] Epoch: [150] [2900/2904] eta: 0:00:03 lr: 0.002276 loss: 0.1875 (0.1982) loss_rec_all: 0.2136 (0.2241) loss_rec_sfr: 0.2681 (0.2938) loss_cl: -0.2787 (-0.2787) time: 0.7446 data: 0.0001 max mem: 29860 [11:19:44.710872] Epoch: [150] [2903/2904] eta: 0:00:00 lr: 0.002276 loss: 0.1958 (0.1983) loss_rec_all: 0.2219 (0.2241) loss_rec_sfr: 0.2768 (0.2939) loss_cl: -0.2787 (-0.2787) time: 0.7446 data: 0.0001 max mem: 29860 [11:19:46.801688] Epoch: [150] Total time: 0:36:25 (0.7525 s / it) [11:19:46.809029] Averaged stats: lr: 0.002276 loss: 0.1958 (0.2009) loss_rec_all: 0.2219 (0.2244) loss_rec_sfr: 0.2768 (0.2950) loss_cl: -0.2787 (-0.2555) [11:19:49.460556] log_dir: ./checkpoint/VF2_ViT-B [11:20:03.727647] Epoch: [151] [ 0/2904] eta: 11:30:29 lr: 0.002276 loss: 0.1840 (0.1840) loss_rec_all: 0.2099 (0.2099) loss_rec_sfr: 0.2888 (0.2888) loss_cl: -0.2788 (-0.2788) time: 14.2664 data: 13.5355 max mem: 29860 [11:20:20.644963] Epoch: [151] [ 20/2904] eta: 1:11:22 lr: 0.002276 loss: 0.1897 (0.2003) loss_rec_all: 0.2157 (0.2261) loss_rec_sfr: 0.2844 (0.3102) loss_cl: -0.2797 (-0.2794) time: 0.8458 data: 0.0002 max mem: 29860 [11:20:35.598998] Epoch: [151] [ 40/2904] eta: 0:53:42 lr: 0.002276 loss: 0.1891 (0.1985) loss_rec_all: 0.2149 (0.2243) loss_rec_sfr: 0.2685 (0.2975) loss_cl: -0.2792 (-0.2792) time: 0.7477 data: 0.0002 max mem: 29860 [11:20:50.528744] Epoch: [151] [ 60/2904] eta: 0:47:27 lr: 0.002276 loss: 0.1895 (0.1996) loss_rec_all: 0.2152 (0.2254) loss_rec_sfr: 0.2846 (0.3029) loss_cl: -0.2780 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [11:21:05.491155] Epoch: [151] [ 80/2904] eta: 0:44:10 lr: 0.002276 loss: 0.1903 (0.2014) loss_rec_all: 0.2161 (0.2271) loss_rec_sfr: 0.2902 (0.3110) loss_cl: -0.2788 (-0.2789) time: 0.7481 data: 0.0002 max mem: 29860 [11:21:20.462063] Epoch: [151] [ 100/2904] eta: 0:42:06 lr: 0.002276 loss: 0.1911 (0.2004) loss_rec_all: 0.2172 (0.2261) loss_rec_sfr: 0.2736 (0.3057) loss_cl: -0.2789 (-0.2789) time: 0.7485 data: 0.0002 max mem: 29860 [11:21:35.441707] Epoch: [151] [ 120/2904] eta: 0:40:38 lr: 0.002276 loss: 0.1869 (0.1998) loss_rec_all: 0.2133 (0.2256) loss_rec_sfr: 0.2409 (0.3013) loss_cl: -0.2790 (-0.2789) time: 0.7489 data: 0.0002 max mem: 29860 [11:21:50.429164] Epoch: [151] [ 140/2904] eta: 0:39:31 lr: 0.002276 loss: 0.1857 (0.1985) loss_rec_all: 0.2115 (0.2243) loss_rec_sfr: 0.2789 (0.2986) loss_cl: -0.2786 (-0.2789) time: 0.7493 data: 0.0002 max mem: 29860 [11:22:05.461917] Epoch: [151] [ 160/2904] eta: 0:38:37 lr: 0.002276 loss: 0.1889 (0.1987) loss_rec_all: 0.2145 (0.2245) loss_rec_sfr: 0.2882 (0.2991) loss_cl: -0.2778 (-0.2787) time: 0.7516 data: 0.0002 max mem: 29860 [11:22:20.466729] Epoch: [151] [ 180/2904] eta: 0:37:52 lr: 0.002276 loss: 0.1880 (0.1982) loss_rec_all: 0.2137 (0.2240) loss_rec_sfr: 0.2799 (0.2980) loss_cl: -0.2773 (-0.2786) time: 0.7502 data: 0.0002 max mem: 29860 [11:22:35.624087] Epoch: [151] [ 200/2904] eta: 0:37:15 lr: 0.002276 loss: 0.1851 (0.1976) loss_rec_all: 0.2113 (0.2234) loss_rec_sfr: 0.2462 (0.2953) loss_cl: -0.2791 (-0.2786) time: 0.7578 data: 0.0002 max mem: 29860 [11:22:50.600699] Epoch: [151] [ 220/2904] eta: 0:36:39 lr: 0.002276 loss: 0.1874 (0.1970) loss_rec_all: 0.2135 (0.2228) loss_rec_sfr: 0.2635 (0.2928) loss_cl: -0.2802 (-0.2787) time: 0.7488 data: 0.0002 max mem: 29860 [11:23:05.567808] Epoch: [151] [ 240/2904] eta: 0:36:07 lr: 0.002276 loss: 0.1903 (0.1973) loss_rec_all: 0.2162 (0.2231) loss_rec_sfr: 0.2597 (0.2926) loss_cl: -0.2790 (-0.2788) time: 0.7483 data: 0.0002 max mem: 29860 [11:23:20.543450] Epoch: [151] [ 260/2904] eta: 0:35:38 lr: 0.002276 loss: 0.1853 (0.1975) loss_rec_all: 0.2113 (0.2234) loss_rec_sfr: 0.2792 (0.2939) loss_cl: -0.2784 (-0.2787) time: 0.7487 data: 0.0002 max mem: 29860 [11:23:35.516666] Epoch: [151] [ 280/2904] eta: 0:35:10 lr: 0.002276 loss: 0.1867 (0.1977) loss_rec_all: 0.2127 (0.2235) loss_rec_sfr: 0.2812 (0.2950) loss_cl: -0.2786 (-0.2787) time: 0.7486 data: 0.0002 max mem: 29860 [11:23:50.480894] Epoch: [151] [ 300/2904] eta: 0:34:44 lr: 0.002276 loss: 0.1903 (0.1978) loss_rec_all: 0.2166 (0.2236) loss_rec_sfr: 0.2684 (0.2945) loss_cl: -0.2790 (-0.2787) time: 0.7482 data: 0.0002 max mem: 29860 [11:24:05.534792] Epoch: [151] [ 320/2904] eta: 0:34:21 lr: 0.002276 loss: 0.1856 (0.1973) loss_rec_all: 0.2117 (0.2232) loss_rec_sfr: 0.2299 (0.2925) loss_cl: -0.2787 (-0.2787) time: 0.7527 data: 0.0002 max mem: 29860 [11:24:20.474242] Epoch: [151] [ 340/2904] eta: 0:33:57 lr: 0.002276 loss: 0.1879 (0.1969) loss_rec_all: 0.2138 (0.2228) loss_rec_sfr: 0.2766 (0.2917) loss_cl: -0.2785 (-0.2787) time: 0.7469 data: 0.0002 max mem: 29860 [11:24:35.391316] Epoch: [151] [ 360/2904] eta: 0:33:34 lr: 0.002276 loss: 0.1913 (0.1973) loss_rec_all: 0.2174 (0.2231) loss_rec_sfr: 0.2756 (0.2931) loss_cl: -0.2787 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [11:24:50.306450] Epoch: [151] [ 380/2904] eta: 0:33:12 lr: 0.002276 loss: 0.1879 (0.1977) loss_rec_all: 0.2138 (0.2235) loss_rec_sfr: 0.2834 (0.2940) loss_cl: -0.2790 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [11:25:05.214869] Epoch: [151] [ 400/2904] eta: 0:32:51 lr: 0.002276 loss: 0.1914 (0.1975) loss_rec_all: 0.2173 (0.2234) loss_rec_sfr: 0.2715 (0.2936) loss_cl: -0.2796 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [11:25:20.117973] Epoch: [151] [ 420/2904] eta: 0:32:30 lr: 0.002276 loss: 0.1881 (0.1978) loss_rec_all: 0.2138 (0.2236) loss_rec_sfr: 0.2812 (0.2946) loss_cl: -0.2788 (-0.2787) time: 0.7451 data: 0.0002 max mem: 29860 [11:25:35.018822] Epoch: [151] [ 440/2904] eta: 0:32:10 lr: 0.002276 loss: 0.1864 (0.1978) loss_rec_all: 0.2127 (0.2236) loss_rec_sfr: 0.2671 (0.2946) loss_cl: -0.2780 (-0.2787) time: 0.7450 data: 0.0002 max mem: 29860 [11:25:49.932078] Epoch: [151] [ 460/2904] eta: 0:31:50 lr: 0.002276 loss: 0.1903 (0.1978) loss_rec_all: 0.2160 (0.2236) loss_rec_sfr: 0.2833 (0.2949) loss_cl: -0.2782 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [11:26:04.848399] Epoch: [151] [ 480/2904] eta: 0:31:31 lr: 0.002276 loss: 0.1908 (0.1981) loss_rec_all: 0.2167 (0.2239) loss_rec_sfr: 0.2680 (0.2956) loss_cl: -0.2790 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [11:26:19.765625] Epoch: [151] [ 500/2904] eta: 0:31:12 lr: 0.002276 loss: 0.1845 (0.1979) loss_rec_all: 0.2111 (0.2237) loss_rec_sfr: 0.2412 (0.2945) loss_cl: -0.2797 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [11:26:34.685104] Epoch: [151] [ 520/2904] eta: 0:30:54 lr: 0.002275 loss: 0.1872 (0.1977) loss_rec_all: 0.2134 (0.2235) loss_rec_sfr: 0.2666 (0.2935) loss_cl: -0.2789 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [11:26:49.595598] Epoch: [151] [ 540/2904] eta: 0:30:35 lr: 0.002275 loss: 0.1933 (0.1982) loss_rec_all: 0.2189 (0.2240) loss_rec_sfr: 0.2860 (0.2951) loss_cl: -0.2779 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [11:27:04.506712] Epoch: [151] [ 560/2904] eta: 0:30:17 lr: 0.002275 loss: 0.1882 (0.1982) loss_rec_all: 0.2144 (0.2240) loss_rec_sfr: 0.2755 (0.2952) loss_cl: -0.2794 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [11:27:19.419567] Epoch: [151] [ 580/2904] eta: 0:29:59 lr: 0.002275 loss: 0.1841 (0.1977) loss_rec_all: 0.2102 (0.2236) loss_rec_sfr: 0.2645 (0.2938) loss_cl: -0.2794 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [11:27:34.332454] Epoch: [151] [ 600/2904] eta: 0:29:42 lr: 0.002275 loss: 0.1880 (0.1979) loss_rec_all: 0.2144 (0.2237) loss_rec_sfr: 0.2888 (0.2945) loss_cl: -0.2795 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [11:27:49.241289] Epoch: [151] [ 620/2904] eta: 0:29:24 lr: 0.002275 loss: 0.1869 (0.1977) loss_rec_all: 0.2130 (0.2235) loss_rec_sfr: 0.2696 (0.2938) loss_cl: -0.2796 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [11:28:04.153391] Epoch: [151] [ 640/2904] eta: 0:29:07 lr: 0.002275 loss: 0.1878 (0.1977) loss_rec_all: 0.2139 (0.2235) loss_rec_sfr: 0.2837 (0.2937) loss_cl: -0.2784 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [11:28:19.063866] Epoch: [151] [ 660/2904] eta: 0:28:49 lr: 0.002275 loss: 0.1858 (0.1976) loss_rec_all: 0.2119 (0.2234) loss_rec_sfr: 0.2659 (0.2931) loss_cl: -0.2783 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [11:28:33.972235] Epoch: [151] [ 680/2904] eta: 0:28:32 lr: 0.002275 loss: 0.1876 (0.1977) loss_rec_all: 0.2140 (0.2235) loss_rec_sfr: 0.2788 (0.2938) loss_cl: -0.2790 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [11:28:48.879598] Epoch: [151] [ 700/2904] eta: 0:28:15 lr: 0.002275 loss: 0.1847 (0.1979) loss_rec_all: 0.2110 (0.2238) loss_rec_sfr: 0.2804 (0.2948) loss_cl: -0.2790 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [11:29:03.790870] Epoch: [151] [ 720/2904] eta: 0:27:59 lr: 0.002275 loss: 0.1851 (0.1979) loss_rec_all: 0.2115 (0.2237) loss_rec_sfr: 0.2687 (0.2948) loss_cl: -0.2783 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [11:29:18.706034] Epoch: [151] [ 740/2904] eta: 0:27:42 lr: 0.002275 loss: 0.1863 (0.1980) loss_rec_all: 0.2119 (0.2238) loss_rec_sfr: 0.2916 (0.2956) loss_cl: -0.2783 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [11:29:33.614539] Epoch: [151] [ 760/2904] eta: 0:27:25 lr: 0.002275 loss: 0.1900 (0.1979) loss_rec_all: 0.2161 (0.2237) loss_rec_sfr: 0.2705 (0.2953) loss_cl: -0.2783 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [11:29:48.524283] Epoch: [151] [ 780/2904] eta: 0:27:09 lr: 0.002275 loss: 0.1877 (0.1978) loss_rec_all: 0.2136 (0.2236) loss_rec_sfr: 0.2759 (0.2953) loss_cl: -0.2791 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [11:30:03.434699] Epoch: [151] [ 800/2904] eta: 0:26:52 lr: 0.002275 loss: 0.1849 (0.1978) loss_rec_all: 0.2111 (0.2236) loss_rec_sfr: 0.2815 (0.2953) loss_cl: -0.2790 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [11:30:18.348161] Epoch: [151] [ 820/2904] eta: 0:26:36 lr: 0.002275 loss: 0.1947 (0.1978) loss_rec_all: 0.2206 (0.2236) loss_rec_sfr: 0.2739 (0.2953) loss_cl: -0.2786 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [11:30:33.265018] Epoch: [151] [ 840/2904] eta: 0:26:19 lr: 0.002275 loss: 0.1879 (0.1977) loss_rec_all: 0.2137 (0.2236) loss_rec_sfr: 0.2750 (0.2948) loss_cl: -0.2791 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [11:30:48.181639] Epoch: [151] [ 860/2904] eta: 0:26:03 lr: 0.002275 loss: 0.1885 (0.1979) loss_rec_all: 0.2147 (0.2237) loss_rec_sfr: 0.2868 (0.2953) loss_cl: -0.2794 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [11:31:03.097922] Epoch: [151] [ 880/2904] eta: 0:25:47 lr: 0.002275 loss: 0.1894 (0.1979) loss_rec_all: 0.2151 (0.2237) loss_rec_sfr: 0.2771 (0.2957) loss_cl: -0.2790 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [11:31:18.024405] Epoch: [151] [ 900/2904] eta: 0:25:31 lr: 0.002275 loss: 0.1863 (0.1978) loss_rec_all: 0.2125 (0.2236) loss_rec_sfr: 0.2704 (0.2952) loss_cl: -0.2791 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [11:31:32.947390] Epoch: [151] [ 920/2904] eta: 0:25:15 lr: 0.002275 loss: 0.1894 (0.1980) loss_rec_all: 0.2152 (0.2238) loss_rec_sfr: 0.2793 (0.2957) loss_cl: -0.2787 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [11:31:47.876378] Epoch: [151] [ 940/2904] eta: 0:24:59 lr: 0.002275 loss: 0.1883 (0.1978) loss_rec_all: 0.2142 (0.2236) loss_rec_sfr: 0.2719 (0.2949) loss_cl: -0.2787 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [11:32:02.794857] Epoch: [151] [ 960/2904] eta: 0:24:43 lr: 0.002275 loss: 0.1908 (0.1980) loss_rec_all: 0.2171 (0.2238) loss_rec_sfr: 0.2808 (0.2956) loss_cl: -0.2792 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [11:32:17.715534] Epoch: [151] [ 980/2904] eta: 0:24:27 lr: 0.002275 loss: 0.1872 (0.1981) loss_rec_all: 0.2129 (0.2239) loss_rec_sfr: 0.2738 (0.2958) loss_cl: -0.2790 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [11:32:32.631880] Epoch: [151] [1000/2904] eta: 0:24:11 lr: 0.002275 loss: 0.1861 (0.1979) loss_rec_all: 0.2122 (0.2237) loss_rec_sfr: 0.2462 (0.2951) loss_cl: -0.2783 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [11:32:47.551330] Epoch: [151] [1020/2904] eta: 0:23:55 lr: 0.002275 loss: 0.1833 (0.1978) loss_rec_all: 0.2096 (0.2236) loss_rec_sfr: 0.2674 (0.2947) loss_cl: -0.2787 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [11:33:02.470918] Epoch: [151] [1040/2904] eta: 0:23:39 lr: 0.002275 loss: 0.1858 (0.1977) loss_rec_all: 0.2124 (0.2236) loss_rec_sfr: 0.2403 (0.2944) loss_cl: -0.2786 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [11:33:17.397206] Epoch: [151] [1060/2904] eta: 0:23:24 lr: 0.002275 loss: 0.1871 (0.1977) loss_rec_all: 0.2131 (0.2235) loss_rec_sfr: 0.2766 (0.2943) loss_cl: -0.2793 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [11:33:32.457385] Epoch: [151] [1080/2904] eta: 0:23:08 lr: 0.002275 loss: 0.1939 (0.1978) loss_rec_all: 0.2201 (0.2236) loss_rec_sfr: 0.2743 (0.2944) loss_cl: -0.2790 (-0.2787) time: 0.7530 data: 0.0002 max mem: 29860 [11:33:47.387743] Epoch: [151] [1100/2904] eta: 0:22:52 lr: 0.002275 loss: 0.1900 (0.1979) loss_rec_all: 0.2161 (0.2237) loss_rec_sfr: 0.2973 (0.2951) loss_cl: -0.2790 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [11:34:02.312683] Epoch: [151] [1120/2904] eta: 0:22:37 lr: 0.002275 loss: 0.1818 (0.1978) loss_rec_all: 0.2077 (0.2236) loss_rec_sfr: 0.2743 (0.2946) loss_cl: -0.2787 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [11:34:17.230500] Epoch: [151] [1140/2904] eta: 0:22:21 lr: 0.002275 loss: 0.1929 (0.1978) loss_rec_all: 0.2189 (0.2237) loss_rec_sfr: 0.2426 (0.2946) loss_cl: -0.2784 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [11:34:32.152604] Epoch: [151] [1160/2904] eta: 0:22:05 lr: 0.002275 loss: 0.1875 (0.1978) loss_rec_all: 0.2132 (0.2237) loss_rec_sfr: 0.2742 (0.2945) loss_cl: -0.2786 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [11:34:47.070638] Epoch: [151] [1180/2904] eta: 0:21:50 lr: 0.002275 loss: 0.1873 (0.1979) loss_rec_all: 0.2134 (0.2237) loss_rec_sfr: 0.2779 (0.2946) loss_cl: -0.2789 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [11:35:01.986426] Epoch: [151] [1200/2904] eta: 0:21:34 lr: 0.002275 loss: 0.1869 (0.1978) loss_rec_all: 0.2127 (0.2236) loss_rec_sfr: 0.2503 (0.2943) loss_cl: -0.2796 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [11:35:16.905526] Epoch: [151] [1220/2904] eta: 0:21:19 lr: 0.002275 loss: 0.1871 (0.1979) loss_rec_all: 0.2130 (0.2237) loss_rec_sfr: 0.2759 (0.2945) loss_cl: -0.2793 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [11:35:31.824422] Epoch: [151] [1240/2904] eta: 0:21:03 lr: 0.002275 loss: 0.1858 (0.1978) loss_rec_all: 0.2121 (0.2236) loss_rec_sfr: 0.2661 (0.2943) loss_cl: -0.2779 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [11:35:46.745770] Epoch: [151] [1260/2904] eta: 0:20:47 lr: 0.002275 loss: 0.1876 (0.1978) loss_rec_all: 0.2133 (0.2236) loss_rec_sfr: 0.2811 (0.2942) loss_cl: -0.2779 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [11:36:01.662811] Epoch: [151] [1280/2904] eta: 0:20:32 lr: 0.002275 loss: 0.1885 (0.1977) loss_rec_all: 0.2147 (0.2235) loss_rec_sfr: 0.2812 (0.2941) loss_cl: -0.2789 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [11:36:16.583565] Epoch: [151] [1300/2904] eta: 0:20:16 lr: 0.002275 loss: 0.1844 (0.1976) loss_rec_all: 0.2102 (0.2234) loss_rec_sfr: 0.2654 (0.2938) loss_cl: -0.2788 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [11:36:31.504545] Epoch: [151] [1320/2904] eta: 0:20:01 lr: 0.002275 loss: 0.1887 (0.1976) loss_rec_all: 0.2147 (0.2234) loss_rec_sfr: 0.2683 (0.2936) loss_cl: -0.2797 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [11:36:46.422661] Epoch: [151] [1340/2904] eta: 0:19:46 lr: 0.002275 loss: 0.1935 (0.1977) loss_rec_all: 0.2195 (0.2235) loss_rec_sfr: 0.2777 (0.2941) loss_cl: -0.2781 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [11:37:01.337876] Epoch: [151] [1360/2904] eta: 0:19:30 lr: 0.002275 loss: 0.1869 (0.1978) loss_rec_all: 0.2133 (0.2236) loss_rec_sfr: 0.2521 (0.2939) loss_cl: -0.2783 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [11:37:16.257751] Epoch: [151] [1380/2904] eta: 0:19:15 lr: 0.002275 loss: 0.1869 (0.1978) loss_rec_all: 0.2131 (0.2236) loss_rec_sfr: 0.2763 (0.2942) loss_cl: -0.2785 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [11:37:31.175679] Epoch: [151] [1400/2904] eta: 0:18:59 lr: 0.002275 loss: 0.1914 (0.1979) loss_rec_all: 0.2173 (0.2237) loss_rec_sfr: 0.2692 (0.2942) loss_cl: -0.2788 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [11:37:46.095570] Epoch: [151] [1420/2904] eta: 0:18:44 lr: 0.002275 loss: 0.1855 (0.1978) loss_rec_all: 0.2113 (0.2236) loss_rec_sfr: 0.2694 (0.2938) loss_cl: -0.2790 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [11:38:01.012722] Epoch: [151] [1440/2904] eta: 0:18:28 lr: 0.002275 loss: 0.1887 (0.1978) loss_rec_all: 0.2149 (0.2237) loss_rec_sfr: 0.2895 (0.2942) loss_cl: -0.2785 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [11:38:15.931616] Epoch: [151] [1460/2904] eta: 0:18:13 lr: 0.002275 loss: 0.1887 (0.1979) loss_rec_all: 0.2149 (0.2237) loss_rec_sfr: 0.2758 (0.2943) loss_cl: -0.2799 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [11:38:30.854181] Epoch: [151] [1480/2904] eta: 0:17:58 lr: 0.002275 loss: 0.1849 (0.1978) loss_rec_all: 0.2113 (0.2236) loss_rec_sfr: 0.2802 (0.2942) loss_cl: -0.2789 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [11:38:45.778639] Epoch: [151] [1500/2904] eta: 0:17:42 lr: 0.002275 loss: 0.1904 (0.1979) loss_rec_all: 0.2163 (0.2237) loss_rec_sfr: 0.2828 (0.2944) loss_cl: -0.2781 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [11:39:00.699812] Epoch: [151] [1520/2904] eta: 0:17:27 lr: 0.002275 loss: 0.1877 (0.1979) loss_rec_all: 0.2137 (0.2237) loss_rec_sfr: 0.2745 (0.2946) loss_cl: -0.2769 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [11:39:15.619472] Epoch: [151] [1540/2904] eta: 0:17:12 lr: 0.002275 loss: 0.1944 (0.1981) loss_rec_all: 0.2205 (0.2239) loss_rec_sfr: 0.2763 (0.2949) loss_cl: -0.2793 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [11:39:30.540516] Epoch: [151] [1560/2904] eta: 0:16:56 lr: 0.002275 loss: 0.1859 (0.1981) loss_rec_all: 0.2117 (0.2239) loss_rec_sfr: 0.2664 (0.2949) loss_cl: -0.2797 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [11:39:45.459696] Epoch: [151] [1580/2904] eta: 0:16:41 lr: 0.002275 loss: 0.1925 (0.1982) loss_rec_all: 0.2182 (0.2240) loss_rec_sfr: 0.2761 (0.2952) loss_cl: -0.2789 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [11:40:00.375722] Epoch: [151] [1600/2904] eta: 0:16:26 lr: 0.002275 loss: 0.1912 (0.1982) loss_rec_all: 0.2172 (0.2240) loss_rec_sfr: 0.2673 (0.2953) loss_cl: -0.2785 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [11:40:15.294913] Epoch: [151] [1620/2904] eta: 0:16:10 lr: 0.002275 loss: 0.1922 (0.1983) loss_rec_all: 0.2180 (0.2241) loss_rec_sfr: 0.2944 (0.2958) loss_cl: -0.2792 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [11:40:30.218001] Epoch: [151] [1640/2904] eta: 0:15:55 lr: 0.002275 loss: 0.1883 (0.1983) loss_rec_all: 0.2145 (0.2241) loss_rec_sfr: 0.2833 (0.2958) loss_cl: -0.2798 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [11:40:45.134761] Epoch: [151] [1660/2904] eta: 0:15:40 lr: 0.002275 loss: 0.1897 (0.1983) loss_rec_all: 0.2152 (0.2241) loss_rec_sfr: 0.2797 (0.2957) loss_cl: -0.2786 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [11:41:00.057771] Epoch: [151] [1680/2904] eta: 0:15:25 lr: 0.002275 loss: 0.1896 (0.1983) loss_rec_all: 0.2158 (0.2241) loss_rec_sfr: 0.2622 (0.2957) loss_cl: -0.2789 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [11:41:15.140017] Epoch: [151] [1700/2904] eta: 0:15:09 lr: 0.002275 loss: 0.1871 (0.1982) loss_rec_all: 0.2128 (0.2240) loss_rec_sfr: 0.2719 (0.2954) loss_cl: -0.2787 (-0.2787) time: 0.7541 data: 0.0002 max mem: 29860 [11:41:30.060786] Epoch: [151] [1720/2904] eta: 0:14:54 lr: 0.002275 loss: 0.1888 (0.1981) loss_rec_all: 0.2144 (0.2239) loss_rec_sfr: 0.2576 (0.2952) loss_cl: -0.2787 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [11:41:44.975183] Epoch: [151] [1740/2904] eta: 0:14:39 lr: 0.002275 loss: 0.1881 (0.1981) loss_rec_all: 0.2146 (0.2239) loss_rec_sfr: 0.2366 (0.2947) loss_cl: -0.2797 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [11:41:59.893354] Epoch: [151] [1760/2904] eta: 0:14:24 lr: 0.002275 loss: 0.1868 (0.1979) loss_rec_all: 0.2129 (0.2237) loss_rec_sfr: 0.2659 (0.2943) loss_cl: -0.2788 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [11:42:14.803074] Epoch: [151] [1780/2904] eta: 0:14:09 lr: 0.002275 loss: 0.1879 (0.1979) loss_rec_all: 0.2141 (0.2237) loss_rec_sfr: 0.2684 (0.2940) loss_cl: -0.2793 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [11:42:29.713738] Epoch: [151] [1800/2904] eta: 0:13:53 lr: 0.002275 loss: 0.1836 (0.1978) loss_rec_all: 0.2102 (0.2237) loss_rec_sfr: 0.2641 (0.2940) loss_cl: -0.2793 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [11:42:44.620044] Epoch: [151] [1820/2904] eta: 0:13:38 lr: 0.002275 loss: 0.1920 (0.1978) loss_rec_all: 0.2180 (0.2236) loss_rec_sfr: 0.2791 (0.2940) loss_cl: -0.2796 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [11:42:59.529903] Epoch: [151] [1840/2904] eta: 0:13:23 lr: 0.002274 loss: 0.1860 (0.1978) loss_rec_all: 0.2122 (0.2237) loss_rec_sfr: 0.2845 (0.2941) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [11:43:14.441531] Epoch: [151] [1860/2904] eta: 0:13:08 lr: 0.002274 loss: 0.1846 (0.1978) loss_rec_all: 0.2105 (0.2236) loss_rec_sfr: 0.2725 (0.2940) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [11:43:29.349365] Epoch: [151] [1880/2904] eta: 0:12:52 lr: 0.002274 loss: 0.1835 (0.1977) loss_rec_all: 0.2099 (0.2235) loss_rec_sfr: 0.2634 (0.2936) loss_cl: -0.2784 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [11:43:44.256940] Epoch: [151] [1900/2904] eta: 0:12:37 lr: 0.002274 loss: 0.1887 (0.1977) loss_rec_all: 0.2145 (0.2235) loss_rec_sfr: 0.2794 (0.2936) loss_cl: -0.2784 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [11:43:59.167396] Epoch: [151] [1920/2904] eta: 0:12:22 lr: 0.002274 loss: 0.1922 (0.1978) loss_rec_all: 0.2181 (0.2236) loss_rec_sfr: 0.2848 (0.2940) loss_cl: -0.2796 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [11:44:14.075378] Epoch: [151] [1940/2904] eta: 0:12:07 lr: 0.002274 loss: 0.1869 (0.1978) loss_rec_all: 0.2135 (0.2236) loss_rec_sfr: 0.2732 (0.2940) loss_cl: -0.2800 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [11:44:28.985829] Epoch: [151] [1960/2904] eta: 0:11:52 lr: 0.002274 loss: 0.1864 (0.1977) loss_rec_all: 0.2123 (0.2236) loss_rec_sfr: 0.2720 (0.2939) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [11:44:43.892679] Epoch: [151] [1980/2904] eta: 0:11:37 lr: 0.002274 loss: 0.1947 (0.1978) loss_rec_all: 0.2209 (0.2237) loss_rec_sfr: 0.2819 (0.2941) loss_cl: -0.2784 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [11:44:58.803875] Epoch: [151] [2000/2904] eta: 0:11:21 lr: 0.002274 loss: 0.1911 (0.1979) loss_rec_all: 0.2167 (0.2237) loss_rec_sfr: 0.2592 (0.2941) loss_cl: -0.2780 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [11:45:13.716993] Epoch: [151] [2020/2904] eta: 0:11:06 lr: 0.002274 loss: 0.1896 (0.1979) loss_rec_all: 0.2158 (0.2237) loss_rec_sfr: 0.2575 (0.2942) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [11:45:28.622127] Epoch: [151] [2040/2904] eta: 0:10:51 lr: 0.002274 loss: 0.1870 (0.1979) loss_rec_all: 0.2132 (0.2237) loss_rec_sfr: 0.2812 (0.2942) loss_cl: -0.2793 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [11:45:43.529026] Epoch: [151] [2060/2904] eta: 0:10:36 lr: 0.002274 loss: 0.1900 (0.1979) loss_rec_all: 0.2158 (0.2237) loss_rec_sfr: 0.2774 (0.2941) loss_cl: -0.2797 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [11:45:58.438159] Epoch: [151] [2080/2904] eta: 0:10:21 lr: 0.002274 loss: 0.1880 (0.1978) loss_rec_all: 0.2144 (0.2237) loss_rec_sfr: 0.2770 (0.2940) loss_cl: -0.2795 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [11:46:13.342313] Epoch: [151] [2100/2904] eta: 0:10:06 lr: 0.002274 loss: 0.1879 (0.1978) loss_rec_all: 0.2141 (0.2237) loss_rec_sfr: 0.2680 (0.2940) loss_cl: -0.2788 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [11:46:28.248864] Epoch: [151] [2120/2904] eta: 0:09:50 lr: 0.002274 loss: 0.1935 (0.1979) loss_rec_all: 0.2195 (0.2237) loss_rec_sfr: 0.2767 (0.2942) loss_cl: -0.2791 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [11:46:43.156328] Epoch: [151] [2140/2904] eta: 0:09:35 lr: 0.002274 loss: 0.1851 (0.1978) loss_rec_all: 0.2114 (0.2236) loss_rec_sfr: 0.2757 (0.2939) loss_cl: -0.2790 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [11:46:58.060497] Epoch: [151] [2160/2904] eta: 0:09:20 lr: 0.002274 loss: 0.1915 (0.1978) loss_rec_all: 0.2172 (0.2236) loss_rec_sfr: 0.2839 (0.2939) loss_cl: -0.2778 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [11:47:12.977283] Epoch: [151] [2180/2904] eta: 0:09:05 lr: 0.002274 loss: 0.1852 (0.1978) loss_rec_all: 0.2110 (0.2236) loss_rec_sfr: 0.2840 (0.2939) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [11:47:27.887581] Epoch: [151] [2200/2904] eta: 0:08:50 lr: 0.002274 loss: 0.1909 (0.1977) loss_rec_all: 0.2167 (0.2235) loss_rec_sfr: 0.2637 (0.2937) loss_cl: -0.2793 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [11:47:42.825880] Epoch: [151] [2220/2904] eta: 0:08:35 lr: 0.002274 loss: 0.1862 (0.1977) loss_rec_all: 0.2124 (0.2235) loss_rec_sfr: 0.2606 (0.2935) loss_cl: -0.2795 (-0.2788) time: 0.7469 data: 0.0002 max mem: 29860 [11:47:57.764733] Epoch: [151] [2240/2904] eta: 0:08:20 lr: 0.002274 loss: 0.1863 (0.1976) loss_rec_all: 0.2125 (0.2234) loss_rec_sfr: 0.2657 (0.2934) loss_cl: -0.2785 (-0.2788) time: 0.7469 data: 0.0002 max mem: 29860 [11:48:12.744952] Epoch: [151] [2260/2904] eta: 0:08:05 lr: 0.002274 loss: 0.1876 (0.1976) loss_rec_all: 0.2136 (0.2234) loss_rec_sfr: 0.2702 (0.2933) loss_cl: -0.2781 (-0.2788) time: 0.7490 data: 0.0002 max mem: 29860 [11:48:27.730010] Epoch: [151] [2280/2904] eta: 0:07:50 lr: 0.002274 loss: 0.1887 (0.1976) loss_rec_all: 0.2150 (0.2235) loss_rec_sfr: 0.2781 (0.2933) loss_cl: -0.2785 (-0.2788) time: 0.7492 data: 0.0002 max mem: 29860 [11:48:42.697199] Epoch: [151] [2300/2904] eta: 0:07:34 lr: 0.002274 loss: 0.1883 (0.1977) loss_rec_all: 0.2149 (0.2235) loss_rec_sfr: 0.2678 (0.2933) loss_cl: -0.2799 (-0.2788) time: 0.7483 data: 0.0002 max mem: 29860 [11:48:57.630510] Epoch: [151] [2320/2904] eta: 0:07:19 lr: 0.002274 loss: 0.1917 (0.1978) loss_rec_all: 0.2178 (0.2236) loss_rec_sfr: 0.2896 (0.2937) loss_cl: -0.2794 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [11:49:12.536057] Epoch: [151] [2340/2904] eta: 0:07:04 lr: 0.002274 loss: 0.1889 (0.1978) loss_rec_all: 0.2146 (0.2236) loss_rec_sfr: 0.2816 (0.2938) loss_cl: -0.2784 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [11:49:27.508350] Epoch: [151] [2360/2904] eta: 0:06:49 lr: 0.002274 loss: 0.1879 (0.1978) loss_rec_all: 0.2138 (0.2236) loss_rec_sfr: 0.2805 (0.2938) loss_cl: -0.2788 (-0.2788) time: 0.7485 data: 0.0002 max mem: 29860 [11:49:42.495052] Epoch: [151] [2380/2904] eta: 0:06:34 lr: 0.002274 loss: 0.1868 (0.1977) loss_rec_all: 0.2127 (0.2236) loss_rec_sfr: 0.2755 (0.2936) loss_cl: -0.2796 (-0.2788) time: 0.7492 data: 0.0003 max mem: 29860 [11:49:57.469475] Epoch: [151] [2400/2904] eta: 0:06:19 lr: 0.002274 loss: 0.1943 (0.1978) loss_rec_all: 0.2203 (0.2236) loss_rec_sfr: 0.2724 (0.2937) loss_cl: -0.2787 (-0.2788) time: 0.7487 data: 0.0002 max mem: 29860 [11:50:12.440921] Epoch: [151] [2420/2904] eta: 0:06:04 lr: 0.002274 loss: 0.1837 (0.1977) loss_rec_all: 0.2099 (0.2235) loss_rec_sfr: 0.2459 (0.2935) loss_cl: -0.2792 (-0.2788) time: 0.7485 data: 0.0002 max mem: 29860 [11:50:27.413074] Epoch: [151] [2440/2904] eta: 0:05:49 lr: 0.002274 loss: 0.1898 (0.1978) loss_rec_all: 0.2156 (0.2236) loss_rec_sfr: 0.2831 (0.2937) loss_cl: -0.2788 (-0.2788) time: 0.7485 data: 0.0002 max mem: 29860 [11:50:42.408893] Epoch: [151] [2460/2904] eta: 0:05:34 lr: 0.002274 loss: 0.1869 (0.1978) loss_rec_all: 0.2130 (0.2236) loss_rec_sfr: 0.2547 (0.2937) loss_cl: -0.2794 (-0.2788) time: 0.7497 data: 0.0002 max mem: 29860 [11:50:57.371631] Epoch: [151] [2480/2904] eta: 0:05:19 lr: 0.002274 loss: 0.1860 (0.1977) loss_rec_all: 0.2123 (0.2235) loss_rec_sfr: 0.2406 (0.2934) loss_cl: -0.2789 (-0.2788) time: 0.7481 data: 0.0002 max mem: 29860 [11:51:12.337162] Epoch: [151] [2500/2904] eta: 0:05:04 lr: 0.002274 loss: 0.1914 (0.1977) loss_rec_all: 0.2169 (0.2236) loss_rec_sfr: 0.2741 (0.2935) loss_cl: -0.2787 (-0.2788) time: 0.7482 data: 0.0002 max mem: 29860 [11:51:27.315320] Epoch: [151] [2520/2904] eta: 0:04:49 lr: 0.002274 loss: 0.1841 (0.1977) loss_rec_all: 0.2101 (0.2236) loss_rec_sfr: 0.2712 (0.2935) loss_cl: -0.2796 (-0.2788) time: 0.7488 data: 0.0003 max mem: 29860 [11:51:42.329131] Epoch: [151] [2540/2904] eta: 0:04:34 lr: 0.002274 loss: 0.1878 (0.1977) loss_rec_all: 0.2137 (0.2235) loss_rec_sfr: 0.2747 (0.2934) loss_cl: -0.2786 (-0.2788) time: 0.7506 data: 0.0003 max mem: 29860 [11:51:57.312046] Epoch: [151] [2560/2904] eta: 0:04:18 lr: 0.002274 loss: 0.1869 (0.1978) loss_rec_all: 0.2130 (0.2236) loss_rec_sfr: 0.2688 (0.2935) loss_cl: -0.2786 (-0.2788) time: 0.7490 data: 0.0003 max mem: 29860 [11:52:12.305887] Epoch: [151] [2580/2904] eta: 0:04:03 lr: 0.002274 loss: 0.1893 (0.1977) loss_rec_all: 0.2148 (0.2236) loss_rec_sfr: 0.2676 (0.2935) loss_cl: -0.2784 (-0.2788) time: 0.7496 data: 0.0004 max mem: 29860 [11:52:27.297324] Epoch: [151] [2600/2904] eta: 0:03:48 lr: 0.002274 loss: 0.1909 (0.1977) loss_rec_all: 0.2169 (0.2235) loss_rec_sfr: 0.2688 (0.2933) loss_cl: -0.2796 (-0.2788) time: 0.7495 data: 0.0002 max mem: 29860 [11:52:42.287805] Epoch: [151] [2620/2904] eta: 0:03:33 lr: 0.002274 loss: 0.1858 (0.1977) loss_rec_all: 0.2122 (0.2236) loss_rec_sfr: 0.2770 (0.2934) loss_cl: -0.2785 (-0.2788) time: 0.7494 data: 0.0003 max mem: 29860 [11:52:57.255837] Epoch: [151] [2640/2904] eta: 0:03:18 lr: 0.002274 loss: 0.1890 (0.1977) loss_rec_all: 0.2152 (0.2236) loss_rec_sfr: 0.2695 (0.2934) loss_cl: -0.2780 (-0.2788) time: 0.7483 data: 0.0004 max mem: 29860 [11:53:12.212876] Epoch: [151] [2660/2904] eta: 0:03:03 lr: 0.002274 loss: 0.1926 (0.1978) loss_rec_all: 0.2190 (0.2236) loss_rec_sfr: 0.2782 (0.2935) loss_cl: -0.2798 (-0.2788) time: 0.7478 data: 0.0002 max mem: 29860 [11:53:27.145370] Epoch: [151] [2680/2904] eta: 0:02:48 lr: 0.002274 loss: 0.1938 (0.1979) loss_rec_all: 0.2200 (0.2237) loss_rec_sfr: 0.2815 (0.2939) loss_cl: -0.2798 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [11:53:42.075216] Epoch: [151] [2700/2904] eta: 0:02:33 lr: 0.002274 loss: 0.1885 (0.1979) loss_rec_all: 0.2150 (0.2237) loss_rec_sfr: 0.2752 (0.2938) loss_cl: -0.2786 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [11:53:56.981382] Epoch: [151] [2720/2904] eta: 0:02:18 lr: 0.002274 loss: 0.1865 (0.1979) loss_rec_all: 0.2124 (0.2237) loss_rec_sfr: 0.2796 (0.2939) loss_cl: -0.2784 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [11:54:11.895625] Epoch: [151] [2740/2904] eta: 0:02:03 lr: 0.002274 loss: 0.1840 (0.1979) loss_rec_all: 0.2103 (0.2237) loss_rec_sfr: 0.2738 (0.2939) loss_cl: -0.2779 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [11:54:26.801210] Epoch: [151] [2760/2904] eta: 0:01:48 lr: 0.002274 loss: 0.1969 (0.1980) loss_rec_all: 0.2229 (0.2238) loss_rec_sfr: 0.2686 (0.2940) loss_cl: -0.2780 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [11:54:41.705616] Epoch: [151] [2780/2904] eta: 0:01:33 lr: 0.002274 loss: 0.1853 (0.1980) loss_rec_all: 0.2110 (0.2238) loss_rec_sfr: 0.2720 (0.2940) loss_cl: -0.2777 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [11:54:56.616563] Epoch: [151] [2800/2904] eta: 0:01:18 lr: 0.002274 loss: 0.1886 (0.1979) loss_rec_all: 0.2144 (0.2237) loss_rec_sfr: 0.2753 (0.2939) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [11:55:11.513074] Epoch: [151] [2820/2904] eta: 0:01:03 lr: 0.002274 loss: 0.1861 (0.1980) loss_rec_all: 0.2119 (0.2238) loss_rec_sfr: 0.2733 (0.2941) loss_cl: -0.2781 (-0.2788) time: 0.7448 data: 0.0003 max mem: 29860 [11:55:26.460573] Epoch: [151] [2840/2904] eta: 0:00:48 lr: 0.002274 loss: 0.1901 (0.1980) loss_rec_all: 0.2160 (0.2238) loss_rec_sfr: 0.2893 (0.2943) loss_cl: -0.2799 (-0.2788) time: 0.7473 data: 0.0030 max mem: 29860 [11:55:41.361943] Epoch: [151] [2860/2904] eta: 0:00:33 lr: 0.002274 loss: 0.1920 (0.1981) loss_rec_all: 0.2180 (0.2239) loss_rec_sfr: 0.2731 (0.2944) loss_cl: -0.2807 (-0.2788) time: 0.7450 data: 0.0001 max mem: 29860 [11:55:56.256758] Epoch: [151] [2880/2904] eta: 0:00:18 lr: 0.002274 loss: 0.1869 (0.1980) loss_rec_all: 0.2133 (0.2238) loss_rec_sfr: 0.2675 (0.2941) loss_cl: -0.2785 (-0.2788) time: 0.7447 data: 0.0001 max mem: 29860 [11:56:11.153023] Epoch: [151] [2900/2904] eta: 0:00:03 lr: 0.002274 loss: 0.1921 (0.1980) loss_rec_all: 0.2183 (0.2239) loss_rec_sfr: 0.2692 (0.2942) loss_cl: -0.2777 (-0.2788) time: 0.7448 data: 0.0001 max mem: 29860 [11:56:13.394566] Epoch: [151] [2903/2904] eta: 0:00:00 lr: 0.002274 loss: 0.1879 (0.1980) loss_rec_all: 0.2137 (0.2238) loss_rec_sfr: 0.2766 (0.2942) loss_cl: -0.2784 (-0.2788) time: 0.7448 data: 0.0001 max mem: 29860 [11:56:15.617198] Epoch: [151] Total time: 0:36:26 (0.7528 s / it) [11:56:15.618895] Averaged stats: lr: 0.002274 loss: 0.1879 (0.2002) loss_rec_all: 0.2137 (0.2237) loss_rec_sfr: 0.2766 (0.2924) loss_cl: -0.2784 (-0.2555) [11:56:15.624095] log_dir: ./checkpoint/VF2_ViT-B [11:56:34.206901] Epoch: [152] [ 0/2904] eta: 14:59:22 lr: 0.002274 loss: 0.2565 (0.2565) loss_rec_all: 0.2812 (0.2812) loss_rec_sfr: 0.4638 (0.4638) loss_cl: -0.2786 (-0.2786) time: 18.5821 data: 11.7891 max mem: 29860 [11:56:50.434256] Epoch: [152] [ 20/2904] eta: 1:19:40 lr: 0.002274 loss: 0.1880 (0.2046) loss_rec_all: 0.2140 (0.2303) loss_rec_sfr: 0.2770 (0.3089) loss_cl: -0.2789 (-0.2787) time: 0.8113 data: 0.0681 max mem: 29860 [11:57:05.300483] Epoch: [152] [ 40/2904] eta: 0:57:49 lr: 0.002274 loss: 0.1917 (0.2049) loss_rec_all: 0.2175 (0.2306) loss_rec_sfr: 0.2866 (0.3131) loss_cl: -0.2787 (-0.2786) time: 0.7433 data: 0.0002 max mem: 29860 [11:57:20.193797] Epoch: [152] [ 60/2904] eta: 0:50:10 lr: 0.002274 loss: 0.1855 (0.2013) loss_rec_all: 0.2119 (0.2271) loss_rec_sfr: 0.2694 (0.3008) loss_cl: -0.2782 (-0.2785) time: 0.7446 data: 0.0003 max mem: 29860 [11:57:35.093095] Epoch: [152] [ 80/2904] eta: 0:46:10 lr: 0.002274 loss: 0.1879 (0.2000) loss_rec_all: 0.2144 (0.2258) loss_rec_sfr: 0.2641 (0.2950) loss_cl: -0.2800 (-0.2788) time: 0.7449 data: 0.0002 max mem: 29860 [11:57:49.991554] Epoch: [152] [ 100/2904] eta: 0:43:39 lr: 0.002274 loss: 0.1947 (0.2003) loss_rec_all: 0.2209 (0.2262) loss_rec_sfr: 0.2734 (0.2966) loss_cl: -0.2797 (-0.2789) time: 0.7449 data: 0.0003 max mem: 29860 [11:58:04.900424] Epoch: [152] [ 120/2904] eta: 0:41:54 lr: 0.002274 loss: 0.1870 (0.2000) loss_rec_all: 0.2130 (0.2258) loss_rec_sfr: 0.2663 (0.2957) loss_cl: -0.2784 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [11:58:19.845802] Epoch: [152] [ 140/2904] eta: 0:40:34 lr: 0.002274 loss: 0.1859 (0.1986) loss_rec_all: 0.2122 (0.2245) loss_rec_sfr: 0.2337 (0.2896) loss_cl: -0.2794 (-0.2789) time: 0.7472 data: 0.0003 max mem: 29860 [11:58:34.768448] Epoch: [152] [ 160/2904] eta: 0:39:31 lr: 0.002274 loss: 0.1875 (0.1991) loss_rec_all: 0.2133 (0.2249) loss_rec_sfr: 0.2753 (0.2916) loss_cl: -0.2784 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [11:58:49.689535] Epoch: [152] [ 180/2904] eta: 0:38:38 lr: 0.002274 loss: 0.1865 (0.1999) loss_rec_all: 0.2125 (0.2257) loss_rec_sfr: 0.2883 (0.2958) loss_cl: -0.2794 (-0.2789) time: 0.7460 data: 0.0003 max mem: 29860 [11:59:04.626754] Epoch: [152] [ 200/2904] eta: 0:37:53 lr: 0.002274 loss: 0.1950 (0.2002) loss_rec_all: 0.2213 (0.2260) loss_rec_sfr: 0.2713 (0.2962) loss_cl: -0.2793 (-0.2789) time: 0.7468 data: 0.0002 max mem: 29860 [11:59:19.551156] Epoch: [152] [ 220/2904] eta: 0:37:13 lr: 0.002274 loss: 0.1854 (0.1998) loss_rec_all: 0.2116 (0.2257) loss_rec_sfr: 0.2699 (0.2950) loss_cl: -0.2781 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [11:59:34.468313] Epoch: [152] [ 240/2904] eta: 0:36:37 lr: 0.002273 loss: 0.1863 (0.1988) loss_rec_all: 0.2126 (0.2246) loss_rec_sfr: 0.2615 (0.2914) loss_cl: -0.2781 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [11:59:49.385993] Epoch: [152] [ 260/2904] eta: 0:36:05 lr: 0.002273 loss: 0.1853 (0.1983) loss_rec_all: 0.2114 (0.2242) loss_rec_sfr: 0.2701 (0.2902) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [12:00:04.302145] Epoch: [152] [ 280/2904] eta: 0:35:35 lr: 0.002273 loss: 0.1857 (0.1979) loss_rec_all: 0.2119 (0.2238) loss_rec_sfr: 0.2707 (0.2900) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [12:00:19.221617] Epoch: [152] [ 300/2904] eta: 0:35:07 lr: 0.002273 loss: 0.1860 (0.1977) loss_rec_all: 0.2120 (0.2236) loss_rec_sfr: 0.2683 (0.2895) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [12:00:34.149935] Epoch: [152] [ 320/2904] eta: 0:34:40 lr: 0.002273 loss: 0.1928 (0.1980) loss_rec_all: 0.2187 (0.2239) loss_rec_sfr: 0.2736 (0.2906) loss_cl: -0.2788 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [12:00:49.073984] Epoch: [152] [ 340/2904] eta: 0:34:15 lr: 0.002273 loss: 0.1872 (0.1980) loss_rec_all: 0.2134 (0.2238) loss_rec_sfr: 0.2687 (0.2908) loss_cl: -0.2784 (-0.2787) time: 0.7461 data: 0.0003 max mem: 29860 [12:01:03.987280] Epoch: [152] [ 360/2904] eta: 0:33:51 lr: 0.002273 loss: 0.1854 (0.1974) loss_rec_all: 0.2115 (0.2233) loss_rec_sfr: 0.2641 (0.2892) loss_cl: -0.2798 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [12:01:18.907629] Epoch: [152] [ 380/2904] eta: 0:33:29 lr: 0.002273 loss: 0.1882 (0.1972) loss_rec_all: 0.2138 (0.2231) loss_rec_sfr: 0.2714 (0.2886) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [12:01:33.821776] Epoch: [152] [ 400/2904] eta: 0:33:06 lr: 0.002273 loss: 0.1853 (0.1971) loss_rec_all: 0.2112 (0.2229) loss_rec_sfr: 0.2668 (0.2885) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [12:01:48.734453] Epoch: [152] [ 420/2904] eta: 0:32:45 lr: 0.002273 loss: 0.1877 (0.1970) loss_rec_all: 0.2133 (0.2229) loss_rec_sfr: 0.2720 (0.2884) loss_cl: -0.2787 (-0.2787) time: 0.7456 data: 0.0003 max mem: 29860 [12:02:03.653046] Epoch: [152] [ 440/2904] eta: 0:32:24 lr: 0.002273 loss: 0.1892 (0.1970) loss_rec_all: 0.2149 (0.2228) loss_rec_sfr: 0.2780 (0.2884) loss_cl: -0.2788 (-0.2787) time: 0.7459 data: 0.0003 max mem: 29860 [12:02:18.568330] Epoch: [152] [ 460/2904] eta: 0:32:04 lr: 0.002273 loss: 0.1870 (0.1969) loss_rec_all: 0.2132 (0.2228) loss_rec_sfr: 0.2863 (0.2885) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [12:02:33.481025] Epoch: [152] [ 480/2904] eta: 0:31:44 lr: 0.002273 loss: 0.1902 (0.1971) loss_rec_all: 0.2160 (0.2229) loss_rec_sfr: 0.2649 (0.2889) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [12:02:48.402050] Epoch: [152] [ 500/2904] eta: 0:31:24 lr: 0.002273 loss: 0.1858 (0.1969) loss_rec_all: 0.2114 (0.2228) loss_rec_sfr: 0.2737 (0.2888) loss_cl: -0.2779 (-0.2787) time: 0.7460 data: 0.0003 max mem: 29860 [12:03:03.326733] Epoch: [152] [ 520/2904] eta: 0:31:05 lr: 0.002273 loss: 0.1917 (0.1972) loss_rec_all: 0.2175 (0.2231) loss_rec_sfr: 0.2816 (0.2900) loss_cl: -0.2784 (-0.2787) time: 0.7462 data: 0.0003 max mem: 29860 [12:03:18.250615] Epoch: [152] [ 540/2904] eta: 0:30:46 lr: 0.002273 loss: 0.1877 (0.1971) loss_rec_all: 0.2137 (0.2229) loss_rec_sfr: 0.2835 (0.2902) loss_cl: -0.2793 (-0.2787) time: 0.7461 data: 0.0003 max mem: 29860 [12:03:33.176056] Epoch: [152] [ 560/2904] eta: 0:30:28 lr: 0.002273 loss: 0.1892 (0.1972) loss_rec_all: 0.2154 (0.2231) loss_rec_sfr: 0.2701 (0.2904) loss_cl: -0.2796 (-0.2787) time: 0.7462 data: 0.0003 max mem: 29860 [12:03:48.103828] Epoch: [152] [ 580/2904] eta: 0:30:09 lr: 0.002273 loss: 0.1907 (0.1974) loss_rec_all: 0.2170 (0.2233) loss_rec_sfr: 0.2873 (0.2912) loss_cl: -0.2799 (-0.2788) time: 0.7463 data: 0.0003 max mem: 29860 [12:04:03.027572] Epoch: [152] [ 600/2904] eta: 0:29:51 lr: 0.002273 loss: 0.1899 (0.1976) loss_rec_all: 0.2157 (0.2235) loss_rec_sfr: 0.2779 (0.2920) loss_cl: -0.2793 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [12:04:17.954154] Epoch: [152] [ 620/2904] eta: 0:29:33 lr: 0.002273 loss: 0.1868 (0.1975) loss_rec_all: 0.2126 (0.2234) loss_rec_sfr: 0.2831 (0.2917) loss_cl: -0.2784 (-0.2788) time: 0.7463 data: 0.0003 max mem: 29860 [12:04:32.878199] Epoch: [152] [ 640/2904] eta: 0:29:16 lr: 0.002273 loss: 0.1829 (0.1973) loss_rec_all: 0.2089 (0.2231) loss_rec_sfr: 0.2388 (0.2907) loss_cl: -0.2795 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [12:04:47.800153] Epoch: [152] [ 660/2904] eta: 0:28:58 lr: 0.002273 loss: 0.1887 (0.1974) loss_rec_all: 0.2144 (0.2232) loss_rec_sfr: 0.2794 (0.2910) loss_cl: -0.2793 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [12:05:02.719047] Epoch: [152] [ 680/2904] eta: 0:28:41 lr: 0.002273 loss: 0.1900 (0.1974) loss_rec_all: 0.2157 (0.2232) loss_rec_sfr: 0.2801 (0.2910) loss_cl: -0.2782 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [12:05:17.634489] Epoch: [152] [ 700/2904] eta: 0:28:24 lr: 0.002273 loss: 0.1846 (0.1973) loss_rec_all: 0.2110 (0.2232) loss_rec_sfr: 0.2454 (0.2907) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [12:05:32.550354] Epoch: [152] [ 720/2904] eta: 0:28:06 lr: 0.002273 loss: 0.1841 (0.1975) loss_rec_all: 0.2100 (0.2233) loss_rec_sfr: 0.2796 (0.2915) loss_cl: -0.2794 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [12:05:47.465448] Epoch: [152] [ 740/2904] eta: 0:27:49 lr: 0.002273 loss: 0.1880 (0.1978) loss_rec_all: 0.2142 (0.2237) loss_rec_sfr: 0.2830 (0.2925) loss_cl: -0.2784 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [12:06:02.388671] Epoch: [152] [ 760/2904] eta: 0:27:33 lr: 0.002273 loss: 0.1876 (0.1979) loss_rec_all: 0.2138 (0.2237) loss_rec_sfr: 0.2676 (0.2927) loss_cl: -0.2784 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [12:06:17.312237] Epoch: [152] [ 780/2904] eta: 0:27:16 lr: 0.002273 loss: 0.1856 (0.1979) loss_rec_all: 0.2115 (0.2237) loss_rec_sfr: 0.2628 (0.2924) loss_cl: -0.2785 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [12:06:32.234719] Epoch: [152] [ 800/2904] eta: 0:26:59 lr: 0.002273 loss: 0.1872 (0.1979) loss_rec_all: 0.2131 (0.2237) loss_rec_sfr: 0.2818 (0.2928) loss_cl: -0.2790 (-0.2787) time: 0.7461 data: 0.0003 max mem: 29860 [12:06:47.157847] Epoch: [152] [ 820/2904] eta: 0:26:42 lr: 0.002273 loss: 0.1891 (0.1979) loss_rec_all: 0.2151 (0.2237) loss_rec_sfr: 0.2712 (0.2928) loss_cl: -0.2791 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [12:07:02.076715] Epoch: [152] [ 840/2904] eta: 0:26:26 lr: 0.002273 loss: 0.1902 (0.1979) loss_rec_all: 0.2161 (0.2237) loss_rec_sfr: 0.2884 (0.2931) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [12:07:16.995014] Epoch: [152] [ 860/2904] eta: 0:26:09 lr: 0.002273 loss: 0.1875 (0.1978) loss_rec_all: 0.2137 (0.2237) loss_rec_sfr: 0.2695 (0.2928) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [12:07:31.907583] Epoch: [152] [ 880/2904] eta: 0:25:53 lr: 0.002273 loss: 0.1866 (0.1978) loss_rec_all: 0.2126 (0.2236) loss_rec_sfr: 0.2384 (0.2925) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [12:07:46.832254] Epoch: [152] [ 900/2904] eta: 0:25:37 lr: 0.002273 loss: 0.1901 (0.1978) loss_rec_all: 0.2161 (0.2237) loss_rec_sfr: 0.2721 (0.2927) loss_cl: -0.2794 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [12:08:01.750429] Epoch: [152] [ 920/2904] eta: 0:25:21 lr: 0.002273 loss: 0.1886 (0.1978) loss_rec_all: 0.2144 (0.2236) loss_rec_sfr: 0.2622 (0.2923) loss_cl: -0.2781 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [12:08:16.665927] Epoch: [152] [ 940/2904] eta: 0:25:04 lr: 0.002273 loss: 0.1933 (0.1978) loss_rec_all: 0.2191 (0.2236) loss_rec_sfr: 0.2747 (0.2923) loss_cl: -0.2784 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [12:08:31.583701] Epoch: [152] [ 960/2904] eta: 0:24:48 lr: 0.002273 loss: 0.1868 (0.1978) loss_rec_all: 0.2128 (0.2236) loss_rec_sfr: 0.2744 (0.2921) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [12:08:46.500690] Epoch: [152] [ 980/2904] eta: 0:24:32 lr: 0.002273 loss: 0.1882 (0.1978) loss_rec_all: 0.2141 (0.2236) loss_rec_sfr: 0.2901 (0.2924) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [12:09:01.413544] Epoch: [152] [1000/2904] eta: 0:24:16 lr: 0.002273 loss: 0.1878 (0.1977) loss_rec_all: 0.2138 (0.2236) loss_rec_sfr: 0.2693 (0.2921) loss_cl: -0.2796 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [12:09:16.325590] Epoch: [152] [1020/2904] eta: 0:24:00 lr: 0.002273 loss: 0.1860 (0.1977) loss_rec_all: 0.2118 (0.2235) loss_rec_sfr: 0.2490 (0.2919) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [12:09:31.240911] Epoch: [152] [1040/2904] eta: 0:23:44 lr: 0.002273 loss: 0.1921 (0.1979) loss_rec_all: 0.2179 (0.2237) loss_rec_sfr: 0.2896 (0.2927) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [12:09:46.156879] Epoch: [152] [1060/2904] eta: 0:23:28 lr: 0.002273 loss: 0.1867 (0.1979) loss_rec_all: 0.2126 (0.2237) loss_rec_sfr: 0.2789 (0.2926) loss_cl: -0.2794 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [12:10:01.070551] Epoch: [152] [1080/2904] eta: 0:23:12 lr: 0.002273 loss: 0.1937 (0.1979) loss_rec_all: 0.2195 (0.2237) loss_rec_sfr: 0.2694 (0.2924) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [12:10:15.984127] Epoch: [152] [1100/2904] eta: 0:22:56 lr: 0.002273 loss: 0.1901 (0.1979) loss_rec_all: 0.2160 (0.2237) loss_rec_sfr: 0.2820 (0.2927) loss_cl: -0.2782 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [12:10:30.892583] Epoch: [152] [1120/2904] eta: 0:22:41 lr: 0.002273 loss: 0.1872 (0.1979) loss_rec_all: 0.2137 (0.2237) loss_rec_sfr: 0.2680 (0.2926) loss_cl: -0.2787 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [12:10:45.807758] Epoch: [152] [1140/2904] eta: 0:22:25 lr: 0.002273 loss: 0.1889 (0.1978) loss_rec_all: 0.2147 (0.2236) loss_rec_sfr: 0.2673 (0.2923) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [12:11:00.722061] Epoch: [152] [1160/2904] eta: 0:22:09 lr: 0.002273 loss: 0.1853 (0.1977) loss_rec_all: 0.2112 (0.2236) loss_rec_sfr: 0.2794 (0.2922) loss_cl: -0.2796 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [12:11:15.642700] Epoch: [152] [1180/2904] eta: 0:21:53 lr: 0.002273 loss: 0.1879 (0.1977) loss_rec_all: 0.2144 (0.2236) loss_rec_sfr: 0.2801 (0.2922) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [12:11:30.559144] Epoch: [152] [1200/2904] eta: 0:21:38 lr: 0.002273 loss: 0.1878 (0.1976) loss_rec_all: 0.2142 (0.2235) loss_rec_sfr: 0.2821 (0.2918) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [12:11:45.468029] Epoch: [152] [1220/2904] eta: 0:21:22 lr: 0.002273 loss: 0.1851 (0.1975) loss_rec_all: 0.2110 (0.2234) loss_rec_sfr: 0.2352 (0.2913) loss_cl: -0.2792 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [12:12:00.378455] Epoch: [152] [1240/2904] eta: 0:21:06 lr: 0.002273 loss: 0.1883 (0.1975) loss_rec_all: 0.2144 (0.2233) loss_rec_sfr: 0.2638 (0.2911) loss_cl: -0.2796 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [12:12:15.296163] Epoch: [152] [1260/2904] eta: 0:20:51 lr: 0.002273 loss: 0.1926 (0.1975) loss_rec_all: 0.2188 (0.2234) loss_rec_sfr: 0.2696 (0.2911) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [12:12:30.216785] Epoch: [152] [1280/2904] eta: 0:20:35 lr: 0.002273 loss: 0.1942 (0.1977) loss_rec_all: 0.2204 (0.2236) loss_rec_sfr: 0.2841 (0.2918) loss_cl: -0.2780 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [12:12:45.140151] Epoch: [152] [1300/2904] eta: 0:20:19 lr: 0.002273 loss: 0.1851 (0.1977) loss_rec_all: 0.2109 (0.2235) loss_rec_sfr: 0.2788 (0.2918) loss_cl: -0.2786 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [12:13:00.055179] Epoch: [152] [1320/2904] eta: 0:20:04 lr: 0.002273 loss: 0.1846 (0.1975) loss_rec_all: 0.2105 (0.2234) loss_rec_sfr: 0.2572 (0.2914) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [12:13:14.970757] Epoch: [152] [1340/2904] eta: 0:19:48 lr: 0.002273 loss: 0.1867 (0.1975) loss_rec_all: 0.2124 (0.2233) loss_rec_sfr: 0.2604 (0.2911) loss_cl: -0.2794 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [12:13:29.885911] Epoch: [152] [1360/2904] eta: 0:19:33 lr: 0.002273 loss: 0.1889 (0.1976) loss_rec_all: 0.2149 (0.2234) loss_rec_sfr: 0.2708 (0.2913) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [12:13:44.801155] Epoch: [152] [1380/2904] eta: 0:19:17 lr: 0.002273 loss: 0.1885 (0.1976) loss_rec_all: 0.2148 (0.2235) loss_rec_sfr: 0.2707 (0.2915) loss_cl: -0.2798 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [12:13:59.721414] Epoch: [152] [1400/2904] eta: 0:19:02 lr: 0.002273 loss: 0.1849 (0.1975) loss_rec_all: 0.2112 (0.2234) loss_rec_sfr: 0.2696 (0.2911) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [12:14:14.638012] Epoch: [152] [1420/2904] eta: 0:18:46 lr: 0.002273 loss: 0.1906 (0.1976) loss_rec_all: 0.2166 (0.2234) loss_rec_sfr: 0.2740 (0.2913) loss_cl: -0.2782 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [12:14:29.561103] Epoch: [152] [1440/2904] eta: 0:18:31 lr: 0.002273 loss: 0.1862 (0.1975) loss_rec_all: 0.2120 (0.2233) loss_rec_sfr: 0.2723 (0.2912) loss_cl: -0.2787 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [12:14:44.479886] Epoch: [152] [1460/2904] eta: 0:18:15 lr: 0.002273 loss: 0.1942 (0.1977) loss_rec_all: 0.2202 (0.2235) loss_rec_sfr: 0.2817 (0.2918) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [12:14:59.407715] Epoch: [152] [1480/2904] eta: 0:18:00 lr: 0.002273 loss: 0.1899 (0.1976) loss_rec_all: 0.2159 (0.2235) loss_rec_sfr: 0.2750 (0.2916) loss_cl: -0.2790 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [12:15:14.323711] Epoch: [152] [1500/2904] eta: 0:17:45 lr: 0.002273 loss: 0.1881 (0.1976) loss_rec_all: 0.2146 (0.2235) loss_rec_sfr: 0.2735 (0.2915) loss_cl: -0.2782 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [12:15:29.243236] Epoch: [152] [1520/2904] eta: 0:17:29 lr: 0.002273 loss: 0.1900 (0.1977) loss_rec_all: 0.2162 (0.2235) loss_rec_sfr: 0.2896 (0.2919) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [12:15:44.163666] Epoch: [152] [1540/2904] eta: 0:17:14 lr: 0.002272 loss: 0.1899 (0.1977) loss_rec_all: 0.2161 (0.2235) loss_rec_sfr: 0.2762 (0.2918) loss_cl: -0.2797 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [12:15:59.084395] Epoch: [152] [1560/2904] eta: 0:16:58 lr: 0.002272 loss: 0.1950 (0.1978) loss_rec_all: 0.2210 (0.2236) loss_rec_sfr: 0.2734 (0.2922) loss_cl: -0.2784 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [12:16:13.998929] Epoch: [152] [1580/2904] eta: 0:16:43 lr: 0.002272 loss: 0.1902 (0.1979) loss_rec_all: 0.2162 (0.2237) loss_rec_sfr: 0.2786 (0.2924) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [12:16:28.918133] Epoch: [152] [1600/2904] eta: 0:16:28 lr: 0.002272 loss: 0.1870 (0.1978) loss_rec_all: 0.2133 (0.2236) loss_rec_sfr: 0.2782 (0.2923) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [12:16:43.836189] Epoch: [152] [1620/2904] eta: 0:16:12 lr: 0.002272 loss: 0.1899 (0.1978) loss_rec_all: 0.2157 (0.2236) loss_rec_sfr: 0.2809 (0.2924) loss_cl: -0.2783 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [12:16:58.755405] Epoch: [152] [1640/2904] eta: 0:15:57 lr: 0.002272 loss: 0.1898 (0.1978) loss_rec_all: 0.2158 (0.2237) loss_rec_sfr: 0.2729 (0.2926) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [12:17:13.674036] Epoch: [152] [1660/2904] eta: 0:15:42 lr: 0.002272 loss: 0.1869 (0.1978) loss_rec_all: 0.2127 (0.2236) loss_rec_sfr: 0.2683 (0.2924) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [12:17:28.593470] Epoch: [152] [1680/2904] eta: 0:15:26 lr: 0.002272 loss: 0.1879 (0.1977) loss_rec_all: 0.2134 (0.2236) loss_rec_sfr: 0.2715 (0.2922) loss_cl: -0.2783 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [12:17:43.511254] Epoch: [152] [1700/2904] eta: 0:15:11 lr: 0.002272 loss: 0.1955 (0.1978) loss_rec_all: 0.2217 (0.2237) loss_rec_sfr: 0.2796 (0.2925) loss_cl: -0.2795 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [12:17:58.430810] Epoch: [152] [1720/2904] eta: 0:14:56 lr: 0.002272 loss: 0.1908 (0.1978) loss_rec_all: 0.2166 (0.2236) loss_rec_sfr: 0.2657 (0.2923) loss_cl: -0.2797 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [12:18:13.342262] Epoch: [152] [1740/2904] eta: 0:14:40 lr: 0.002272 loss: 0.1930 (0.1979) loss_rec_all: 0.2191 (0.2237) loss_rec_sfr: 0.2808 (0.2927) loss_cl: -0.2794 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [12:18:28.257593] Epoch: [152] [1760/2904] eta: 0:14:25 lr: 0.002272 loss: 0.1925 (0.1980) loss_rec_all: 0.2183 (0.2239) loss_rec_sfr: 0.2863 (0.2931) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [12:18:43.181676] Epoch: [152] [1780/2904] eta: 0:14:10 lr: 0.002272 loss: 0.1978 (0.1981) loss_rec_all: 0.2237 (0.2240) loss_rec_sfr: 0.2845 (0.2934) loss_cl: -0.2797 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [12:18:58.099592] Epoch: [152] [1800/2904] eta: 0:13:55 lr: 0.002272 loss: 0.1860 (0.1982) loss_rec_all: 0.2116 (0.2240) loss_rec_sfr: 0.2797 (0.2936) loss_cl: -0.2782 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [12:19:13.015296] Epoch: [152] [1820/2904] eta: 0:13:39 lr: 0.002272 loss: 0.1882 (0.1983) loss_rec_all: 0.2139 (0.2241) loss_rec_sfr: 0.2859 (0.2939) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [12:19:27.939632] Epoch: [152] [1840/2904] eta: 0:13:24 lr: 0.002272 loss: 0.1880 (0.1982) loss_rec_all: 0.2137 (0.2241) loss_rec_sfr: 0.2831 (0.2939) loss_cl: -0.2767 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [12:19:42.860635] Epoch: [152] [1860/2904] eta: 0:13:09 lr: 0.002272 loss: 0.1865 (0.1982) loss_rec_all: 0.2128 (0.2240) loss_rec_sfr: 0.2544 (0.2937) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [12:19:57.780621] Epoch: [152] [1880/2904] eta: 0:12:54 lr: 0.002272 loss: 0.1871 (0.1982) loss_rec_all: 0.2131 (0.2240) loss_rec_sfr: 0.2692 (0.2936) loss_cl: -0.2792 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [12:20:12.695451] Epoch: [152] [1900/2904] eta: 0:12:38 lr: 0.002272 loss: 0.1897 (0.1982) loss_rec_all: 0.2160 (0.2240) loss_rec_sfr: 0.2765 (0.2938) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [12:20:27.610616] Epoch: [152] [1920/2904] eta: 0:12:23 lr: 0.002272 loss: 0.1868 (0.1981) loss_rec_all: 0.2126 (0.2239) loss_rec_sfr: 0.2819 (0.2937) loss_cl: -0.2783 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [12:20:42.529465] Epoch: [152] [1940/2904] eta: 0:12:08 lr: 0.002272 loss: 0.1882 (0.1981) loss_rec_all: 0.2144 (0.2240) loss_rec_sfr: 0.2509 (0.2937) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [12:20:57.441844] Epoch: [152] [1960/2904] eta: 0:11:53 lr: 0.002272 loss: 0.1842 (0.1981) loss_rec_all: 0.2107 (0.2239) loss_rec_sfr: 0.2628 (0.2934) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [12:21:12.350044] Epoch: [152] [1980/2904] eta: 0:11:38 lr: 0.002272 loss: 0.1898 (0.1982) loss_rec_all: 0.2157 (0.2240) loss_rec_sfr: 0.2805 (0.2936) loss_cl: -0.2793 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [12:21:27.260483] Epoch: [152] [2000/2904] eta: 0:11:22 lr: 0.002272 loss: 0.1893 (0.1982) loss_rec_all: 0.2153 (0.2240) loss_rec_sfr: 0.2756 (0.2938) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [12:21:42.183404] Epoch: [152] [2020/2904] eta: 0:11:07 lr: 0.002272 loss: 0.1874 (0.1982) loss_rec_all: 0.2137 (0.2240) loss_rec_sfr: 0.2742 (0.2938) loss_cl: -0.2784 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [12:21:57.103398] Epoch: [152] [2040/2904] eta: 0:10:52 lr: 0.002272 loss: 0.1886 (0.1982) loss_rec_all: 0.2147 (0.2240) loss_rec_sfr: 0.2819 (0.2938) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [12:22:12.017681] Epoch: [152] [2060/2904] eta: 0:10:37 lr: 0.002272 loss: 0.1916 (0.1982) loss_rec_all: 0.2174 (0.2240) loss_rec_sfr: 0.2633 (0.2938) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [12:22:26.934168] Epoch: [152] [2080/2904] eta: 0:10:22 lr: 0.002272 loss: 0.1872 (0.1982) loss_rec_all: 0.2134 (0.2240) loss_rec_sfr: 0.2807 (0.2937) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [12:22:41.843036] Epoch: [152] [2100/2904] eta: 0:10:06 lr: 0.002272 loss: 0.1867 (0.1982) loss_rec_all: 0.2126 (0.2240) loss_rec_sfr: 0.2836 (0.2937) loss_cl: -0.2787 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [12:22:56.764079] Epoch: [152] [2120/2904] eta: 0:09:51 lr: 0.002272 loss: 0.1889 (0.1982) loss_rec_all: 0.2148 (0.2241) loss_rec_sfr: 0.2819 (0.2940) loss_cl: -0.2791 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [12:23:11.707528] Epoch: [152] [2140/2904] eta: 0:09:36 lr: 0.002272 loss: 0.1884 (0.1982) loss_rec_all: 0.2147 (0.2241) loss_rec_sfr: 0.2608 (0.2939) loss_cl: -0.2790 (-0.2788) time: 0.7471 data: 0.0002 max mem: 29860 [12:23:26.657980] Epoch: [152] [2160/2904] eta: 0:09:21 lr: 0.002272 loss: 0.1894 (0.1982) loss_rec_all: 0.2154 (0.2240) loss_rec_sfr: 0.2712 (0.2937) loss_cl: -0.2792 (-0.2788) time: 0.7475 data: 0.0002 max mem: 29860 [12:23:41.592524] Epoch: [152] [2180/2904] eta: 0:09:06 lr: 0.002272 loss: 0.1832 (0.1981) loss_rec_all: 0.2091 (0.2239) loss_rec_sfr: 0.2741 (0.2935) loss_cl: -0.2784 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [12:23:56.539564] Epoch: [152] [2200/2904] eta: 0:08:51 lr: 0.002272 loss: 0.1891 (0.1982) loss_rec_all: 0.2153 (0.2240) loss_rec_sfr: 0.2666 (0.2935) loss_cl: -0.2788 (-0.2788) time: 0.7473 data: 0.0002 max mem: 29860 [12:24:11.462937] Epoch: [152] [2220/2904] eta: 0:08:36 lr: 0.002272 loss: 0.1869 (0.1981) loss_rec_all: 0.2131 (0.2239) loss_rec_sfr: 0.2462 (0.2933) loss_cl: -0.2792 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [12:24:26.395661] Epoch: [152] [2240/2904] eta: 0:08:20 lr: 0.002272 loss: 0.1838 (0.1981) loss_rec_all: 0.2096 (0.2239) loss_rec_sfr: 0.2733 (0.2931) loss_cl: -0.2789 (-0.2788) time: 0.7466 data: 0.0003 max mem: 29860 [12:24:41.325107] Epoch: [152] [2260/2904] eta: 0:08:05 lr: 0.002272 loss: 0.1929 (0.1981) loss_rec_all: 0.2185 (0.2239) loss_rec_sfr: 0.2918 (0.2933) loss_cl: -0.2786 (-0.2788) time: 0.7464 data: 0.0003 max mem: 29860 [12:24:56.269673] Epoch: [152] [2280/2904] eta: 0:07:50 lr: 0.002272 loss: 0.1938 (0.1982) loss_rec_all: 0.2197 (0.2240) loss_rec_sfr: 0.2754 (0.2934) loss_cl: -0.2783 (-0.2788) time: 0.7472 data: 0.0003 max mem: 29860 [12:25:11.203941] Epoch: [152] [2300/2904] eta: 0:07:35 lr: 0.002272 loss: 0.1947 (0.1983) loss_rec_all: 0.2207 (0.2241) loss_rec_sfr: 0.2745 (0.2936) loss_cl: -0.2785 (-0.2788) time: 0.7467 data: 0.0003 max mem: 29860 [12:25:26.139322] Epoch: [152] [2320/2904] eta: 0:07:20 lr: 0.002272 loss: 0.1894 (0.1983) loss_rec_all: 0.2155 (0.2242) loss_rec_sfr: 0.2750 (0.2939) loss_cl: -0.2790 (-0.2788) time: 0.7467 data: 0.0004 max mem: 29860 [12:25:41.068987] Epoch: [152] [2340/2904] eta: 0:07:05 lr: 0.002272 loss: 0.1886 (0.1984) loss_rec_all: 0.2144 (0.2242) loss_rec_sfr: 0.2694 (0.2938) loss_cl: -0.2788 (-0.2788) time: 0.7464 data: 0.0003 max mem: 29860 [12:25:56.003820] Epoch: [152] [2360/2904] eta: 0:06:50 lr: 0.002272 loss: 0.1884 (0.1983) loss_rec_all: 0.2140 (0.2241) loss_rec_sfr: 0.2728 (0.2937) loss_cl: -0.2792 (-0.2788) time: 0.7467 data: 0.0003 max mem: 29860 [12:26:10.946428] Epoch: [152] [2380/2904] eta: 0:06:35 lr: 0.002272 loss: 0.1884 (0.1983) loss_rec_all: 0.2146 (0.2241) loss_rec_sfr: 0.2763 (0.2937) loss_cl: -0.2783 (-0.2788) time: 0.7470 data: 0.0002 max mem: 29860 [12:26:25.874297] Epoch: [152] [2400/2904] eta: 0:06:19 lr: 0.002272 loss: 0.1880 (0.1983) loss_rec_all: 0.2142 (0.2241) loss_rec_sfr: 0.2417 (0.2935) loss_cl: -0.2788 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [12:26:40.800697] Epoch: [152] [2420/2904] eta: 0:06:04 lr: 0.002272 loss: 0.1943 (0.1984) loss_rec_all: 0.2201 (0.2242) loss_rec_sfr: 0.2860 (0.2940) loss_cl: -0.2797 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [12:26:55.725885] Epoch: [152] [2440/2904] eta: 0:05:49 lr: 0.002272 loss: 0.1862 (0.1984) loss_rec_all: 0.2120 (0.2242) loss_rec_sfr: 0.2696 (0.2941) loss_cl: -0.2796 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [12:27:10.647899] Epoch: [152] [2460/2904] eta: 0:05:34 lr: 0.002272 loss: 0.1963 (0.1985) loss_rec_all: 0.2222 (0.2243) loss_rec_sfr: 0.2755 (0.2942) loss_cl: -0.2784 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [12:27:25.564229] Epoch: [152] [2480/2904] eta: 0:05:19 lr: 0.002272 loss: 0.1907 (0.1984) loss_rec_all: 0.2169 (0.2243) loss_rec_sfr: 0.2633 (0.2941) loss_cl: -0.2783 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [12:27:40.490390] Epoch: [152] [2500/2904] eta: 0:05:04 lr: 0.002272 loss: 0.1833 (0.1984) loss_rec_all: 0.2092 (0.2242) loss_rec_sfr: 0.2514 (0.2939) loss_cl: -0.2788 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [12:27:55.418115] Epoch: [152] [2520/2904] eta: 0:04:49 lr: 0.002272 loss: 0.1931 (0.1984) loss_rec_all: 0.2190 (0.2242) loss_rec_sfr: 0.2705 (0.2939) loss_cl: -0.2789 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [12:28:10.343061] Epoch: [152] [2540/2904] eta: 0:04:34 lr: 0.002272 loss: 0.1897 (0.1983) loss_rec_all: 0.2161 (0.2242) loss_rec_sfr: 0.2753 (0.2938) loss_cl: -0.2791 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [12:28:25.269453] Epoch: [152] [2560/2904] eta: 0:04:19 lr: 0.002272 loss: 0.1893 (0.1984) loss_rec_all: 0.2150 (0.2242) loss_rec_sfr: 0.2720 (0.2939) loss_cl: -0.2792 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [12:28:40.197373] Epoch: [152] [2580/2904] eta: 0:04:04 lr: 0.002272 loss: 0.1873 (0.1983) loss_rec_all: 0.2136 (0.2242) loss_rec_sfr: 0.2761 (0.2939) loss_cl: -0.2787 (-0.2788) time: 0.7463 data: 0.0003 max mem: 29860 [12:28:55.129001] Epoch: [152] [2600/2904] eta: 0:03:49 lr: 0.002272 loss: 0.1911 (0.1983) loss_rec_all: 0.2167 (0.2242) loss_rec_sfr: 0.2722 (0.2939) loss_cl: -0.2783 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [12:29:10.049621] Epoch: [152] [2620/2904] eta: 0:03:33 lr: 0.002272 loss: 0.1855 (0.1984) loss_rec_all: 0.2115 (0.2242) loss_rec_sfr: 0.2850 (0.2941) loss_cl: -0.2778 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [12:29:24.971190] Epoch: [152] [2640/2904] eta: 0:03:18 lr: 0.002272 loss: 0.1865 (0.1984) loss_rec_all: 0.2124 (0.2242) loss_rec_sfr: 0.2752 (0.2940) loss_cl: -0.2792 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [12:29:39.893501] Epoch: [152] [2660/2904] eta: 0:03:03 lr: 0.002272 loss: 0.1855 (0.1983) loss_rec_all: 0.2113 (0.2242) loss_rec_sfr: 0.2844 (0.2941) loss_cl: -0.2799 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [12:29:54.809417] Epoch: [152] [2680/2904] eta: 0:02:48 lr: 0.002272 loss: 0.1930 (0.1984) loss_rec_all: 0.2193 (0.2242) loss_rec_sfr: 0.2733 (0.2941) loss_cl: -0.2803 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [12:30:09.731354] Epoch: [152] [2700/2904] eta: 0:02:33 lr: 0.002272 loss: 0.1943 (0.1984) loss_rec_all: 0.2202 (0.2242) loss_rec_sfr: 0.2745 (0.2942) loss_cl: -0.2794 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [12:30:24.658799] Epoch: [152] [2720/2904] eta: 0:02:18 lr: 0.002272 loss: 0.1868 (0.1984) loss_rec_all: 0.2124 (0.2243) loss_rec_sfr: 0.2776 (0.2944) loss_cl: -0.2779 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [12:30:39.584037] Epoch: [152] [2740/2904] eta: 0:02:03 lr: 0.002272 loss: 0.1857 (0.1984) loss_rec_all: 0.2115 (0.2242) loss_rec_sfr: 0.2787 (0.2943) loss_cl: -0.2778 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [12:30:54.507550] Epoch: [152] [2760/2904] eta: 0:01:48 lr: 0.002272 loss: 0.1890 (0.1984) loss_rec_all: 0.2149 (0.2242) loss_rec_sfr: 0.2683 (0.2942) loss_cl: -0.2777 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [12:31:09.428473] Epoch: [152] [2780/2904] eta: 0:01:33 lr: 0.002272 loss: 0.1865 (0.1983) loss_rec_all: 0.2125 (0.2241) loss_rec_sfr: 0.2658 (0.2940) loss_cl: -0.2796 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [12:31:24.346474] Epoch: [152] [2800/2904] eta: 0:01:18 lr: 0.002272 loss: 0.1884 (0.1983) loss_rec_all: 0.2144 (0.2241) loss_rec_sfr: 0.2674 (0.2939) loss_cl: -0.2796 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [12:31:39.262679] Epoch: [152] [2820/2904] eta: 0:01:03 lr: 0.002272 loss: 0.1863 (0.1983) loss_rec_all: 0.2126 (0.2241) loss_rec_sfr: 0.2717 (0.2939) loss_cl: -0.2799 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [12:31:54.251726] Epoch: [152] [2840/2904] eta: 0:00:48 lr: 0.002271 loss: 0.1858 (0.1983) loss_rec_all: 0.2117 (0.2241) loss_rec_sfr: 0.2920 (0.2940) loss_cl: -0.2793 (-0.2788) time: 0.7494 data: 0.0045 max mem: 29860 [12:32:09.155588] Epoch: [152] [2860/2904] eta: 0:00:33 lr: 0.002271 loss: 0.1908 (0.1983) loss_rec_all: 0.2165 (0.2241) loss_rec_sfr: 0.2860 (0.2941) loss_cl: -0.2776 (-0.2788) time: 0.7452 data: 0.0001 max mem: 29860 [12:32:24.065081] Epoch: [152] [2880/2904] eta: 0:00:18 lr: 0.002271 loss: 0.1982 (0.1984) loss_rec_all: 0.2241 (0.2242) loss_rec_sfr: 0.2946 (0.2946) loss_cl: -0.2785 (-0.2788) time: 0.7454 data: 0.0001 max mem: 29860 [12:32:38.978548] Epoch: [152] [2900/2904] eta: 0:00:03 lr: 0.002271 loss: 0.1904 (0.1984) loss_rec_all: 0.2162 (0.2242) loss_rec_sfr: 0.2825 (0.2947) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0001 max mem: 29860 [12:32:41.222359] Epoch: [152] [2903/2904] eta: 0:00:00 lr: 0.002271 loss: 0.1904 (0.1984) loss_rec_all: 0.2162 (0.2242) loss_rec_sfr: 0.2825 (0.2946) loss_cl: -0.2791 (-0.2788) time: 0.7454 data: 0.0001 max mem: 29860 [12:32:43.488706] Epoch: [152] Total time: 0:36:27 (0.7534 s / it) [12:32:43.489965] Averaged stats: lr: 0.002271 loss: 0.1904 (0.2006) loss_rec_all: 0.2162 (0.2241) loss_rec_sfr: 0.2825 (0.2939) loss_cl: -0.2791 (-0.2555) [12:32:43.495229] log_dir: ./checkpoint/VF2_ViT-B [12:33:02.119506] Epoch: [153] [ 0/2904] eta: 15:01:17 lr: 0.002271 loss: 0.1984 (0.1984) loss_rec_all: 0.2244 (0.2244) loss_rec_sfr: 0.2712 (0.2712) loss_cl: -0.2788 (-0.2788) time: 18.6216 data: 16.2080 max mem: 29860 [12:33:17.596318] Epoch: [153] [ 20/2904] eta: 1:18:02 lr: 0.002271 loss: 0.1873 (0.2026) loss_rec_all: 0.2131 (0.2283) loss_rec_sfr: 0.2881 (0.3165) loss_cl: -0.2792 (-0.2789) time: 0.7738 data: 0.0003 max mem: 29860 [12:33:32.494400] Epoch: [153] [ 40/2904] eta: 0:57:02 lr: 0.002271 loss: 0.1888 (0.2022) loss_rec_all: 0.2147 (0.2279) loss_rec_sfr: 0.2829 (0.3112) loss_cl: -0.2786 (-0.2786) time: 0.7449 data: 0.0002 max mem: 29860 [12:33:47.379745] Epoch: [153] [ 60/2904] eta: 0:49:38 lr: 0.002271 loss: 0.1886 (0.2020) loss_rec_all: 0.2145 (0.2277) loss_rec_sfr: 0.2734 (0.3101) loss_cl: -0.2792 (-0.2787) time: 0.7442 data: 0.0002 max mem: 29860 [12:34:02.273175] Epoch: [153] [ 80/2904] eta: 0:45:46 lr: 0.002271 loss: 0.1881 (0.2006) loss_rec_all: 0.2137 (0.2263) loss_rec_sfr: 0.2871 (0.3067) loss_cl: -0.2790 (-0.2787) time: 0.7446 data: 0.0003 max mem: 29860 [12:34:17.183980] Epoch: [153] [ 100/2904] eta: 0:43:20 lr: 0.002271 loss: 0.1867 (0.1991) loss_rec_all: 0.2126 (0.2249) loss_rec_sfr: 0.2714 (0.3017) loss_cl: -0.2780 (-0.2786) time: 0.7455 data: 0.0003 max mem: 29860 [12:34:32.104920] Epoch: [153] [ 120/2904] eta: 0:41:38 lr: 0.002271 loss: 0.1872 (0.1990) loss_rec_all: 0.2131 (0.2248) loss_rec_sfr: 0.2740 (0.3002) loss_cl: -0.2783 (-0.2786) time: 0.7460 data: 0.0003 max mem: 29860 [12:34:47.054691] Epoch: [153] [ 140/2904] eta: 0:40:21 lr: 0.002271 loss: 0.1896 (0.2007) loss_rec_all: 0.2159 (0.2264) loss_rec_sfr: 0.2651 (0.3044) loss_cl: -0.2792 (-0.2786) time: 0.7474 data: 0.0003 max mem: 29860 [12:35:01.983823] Epoch: [153] [ 160/2904] eta: 0:39:20 lr: 0.002271 loss: 0.1891 (0.2015) loss_rec_all: 0.2154 (0.2272) loss_rec_sfr: 0.2614 (0.3049) loss_cl: -0.2794 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [12:35:16.936389] Epoch: [153] [ 180/2904] eta: 0:38:29 lr: 0.002271 loss: 0.1908 (0.2017) loss_rec_all: 0.2169 (0.2274) loss_rec_sfr: 0.2675 (0.3051) loss_cl: -0.2788 (-0.2788) time: 0.7476 data: 0.0003 max mem: 29860 [12:35:31.884879] Epoch: [153] [ 200/2904] eta: 0:37:45 lr: 0.002271 loss: 0.1893 (0.2015) loss_rec_all: 0.2153 (0.2272) loss_rec_sfr: 0.2753 (0.3037) loss_cl: -0.2786 (-0.2788) time: 0.7473 data: 0.0004 max mem: 29860 [12:35:46.821957] Epoch: [153] [ 220/2904] eta: 0:37:06 lr: 0.002271 loss: 0.1900 (0.2007) loss_rec_all: 0.2162 (0.2265) loss_rec_sfr: 0.2671 (0.3015) loss_cl: -0.2780 (-0.2787) time: 0.7468 data: 0.0005 max mem: 29860 [12:36:01.755856] Epoch: [153] [ 240/2904] eta: 0:36:31 lr: 0.002271 loss: 0.1850 (0.2000) loss_rec_all: 0.2108 (0.2258) loss_rec_sfr: 0.2391 (0.2992) loss_cl: -0.2790 (-0.2787) time: 0.7466 data: 0.0003 max mem: 29860 [12:36:16.666342] Epoch: [153] [ 260/2904] eta: 0:35:59 lr: 0.002271 loss: 0.1916 (0.2002) loss_rec_all: 0.2179 (0.2260) loss_rec_sfr: 0.2687 (0.3000) loss_cl: -0.2794 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [12:36:31.572270] Epoch: [153] [ 280/2904] eta: 0:35:29 lr: 0.002271 loss: 0.1888 (0.2001) loss_rec_all: 0.2148 (0.2259) loss_rec_sfr: 0.2730 (0.2991) loss_cl: -0.2783 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [12:36:46.482105] Epoch: [153] [ 300/2904] eta: 0:35:01 lr: 0.002271 loss: 0.1860 (0.1999) loss_rec_all: 0.2120 (0.2257) loss_rec_sfr: 0.2256 (0.2979) loss_cl: -0.2778 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [12:37:01.415238] Epoch: [153] [ 320/2904] eta: 0:34:36 lr: 0.002271 loss: 0.1890 (0.1998) loss_rec_all: 0.2151 (0.2256) loss_rec_sfr: 0.2632 (0.2973) loss_cl: -0.2789 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [12:37:16.329883] Epoch: [153] [ 340/2904] eta: 0:34:11 lr: 0.002271 loss: 0.1854 (0.1999) loss_rec_all: 0.2114 (0.2257) loss_rec_sfr: 0.2906 (0.2986) loss_cl: -0.2788 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [12:37:31.240681] Epoch: [153] [ 360/2904] eta: 0:33:47 lr: 0.002271 loss: 0.1872 (0.2001) loss_rec_all: 0.2129 (0.2259) loss_rec_sfr: 0.2766 (0.2994) loss_cl: -0.2787 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [12:37:46.148044] Epoch: [153] [ 380/2904] eta: 0:33:24 lr: 0.002271 loss: 0.1877 (0.2000) loss_rec_all: 0.2137 (0.2258) loss_rec_sfr: 0.2665 (0.2985) loss_cl: -0.2783 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [12:38:01.055685] Epoch: [153] [ 400/2904] eta: 0:33:02 lr: 0.002271 loss: 0.1928 (0.2003) loss_rec_all: 0.2183 (0.2261) loss_rec_sfr: 0.2890 (0.2995) loss_cl: -0.2795 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [12:38:15.962266] Epoch: [153] [ 420/2904] eta: 0:32:41 lr: 0.002271 loss: 0.1858 (0.2003) loss_rec_all: 0.2116 (0.2261) loss_rec_sfr: 0.2744 (0.2996) loss_cl: -0.2790 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [12:38:30.870449] Epoch: [153] [ 440/2904] eta: 0:32:20 lr: 0.002271 loss: 0.1888 (0.2005) loss_rec_all: 0.2149 (0.2263) loss_rec_sfr: 0.2810 (0.3006) loss_cl: -0.2792 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [12:38:45.785229] Epoch: [153] [ 460/2904] eta: 0:32:00 lr: 0.002271 loss: 0.1878 (0.2005) loss_rec_all: 0.2142 (0.2263) loss_rec_sfr: 0.2617 (0.3003) loss_cl: -0.2782 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [12:39:00.693476] Epoch: [153] [ 480/2904] eta: 0:31:40 lr: 0.002271 loss: 0.1870 (0.2004) loss_rec_all: 0.2123 (0.2262) loss_rec_sfr: 0.2755 (0.2996) loss_cl: -0.2783 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [12:39:15.599557] Epoch: [153] [ 500/2904] eta: 0:31:21 lr: 0.002271 loss: 0.1895 (0.2002) loss_rec_all: 0.2155 (0.2260) loss_rec_sfr: 0.2685 (0.2992) loss_cl: -0.2794 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [12:39:30.509626] Epoch: [153] [ 520/2904] eta: 0:31:02 lr: 0.002271 loss: 0.1873 (0.1999) loss_rec_all: 0.2137 (0.2257) loss_rec_sfr: 0.2637 (0.2980) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [12:39:45.418504] Epoch: [153] [ 540/2904] eta: 0:30:43 lr: 0.002271 loss: 0.1864 (0.1999) loss_rec_all: 0.2128 (0.2257) loss_rec_sfr: 0.2692 (0.2978) loss_cl: -0.2785 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [12:40:00.325565] Epoch: [153] [ 560/2904] eta: 0:30:25 lr: 0.002271 loss: 0.1884 (0.1999) loss_rec_all: 0.2145 (0.2257) loss_rec_sfr: 0.2763 (0.2977) loss_cl: -0.2788 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [12:40:15.231026] Epoch: [153] [ 580/2904] eta: 0:30:06 lr: 0.002271 loss: 0.1887 (0.1998) loss_rec_all: 0.2146 (0.2256) loss_rec_sfr: 0.2780 (0.2977) loss_cl: -0.2788 (-0.2788) time: 0.7452 data: 0.0003 max mem: 29860 [12:40:30.135221] Epoch: [153] [ 600/2904] eta: 0:29:48 lr: 0.002271 loss: 0.1840 (0.1997) loss_rec_all: 0.2101 (0.2255) loss_rec_sfr: 0.2680 (0.2973) loss_cl: -0.2787 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [12:40:45.042355] Epoch: [153] [ 620/2904] eta: 0:29:30 lr: 0.002271 loss: 0.1890 (0.1997) loss_rec_all: 0.2155 (0.2255) loss_rec_sfr: 0.2731 (0.2973) loss_cl: -0.2792 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [12:40:59.951861] Epoch: [153] [ 640/2904] eta: 0:29:13 lr: 0.002271 loss: 0.1854 (0.1996) loss_rec_all: 0.2114 (0.2254) loss_rec_sfr: 0.2695 (0.2969) loss_cl: -0.2792 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [12:41:14.865246] Epoch: [153] [ 660/2904] eta: 0:28:55 lr: 0.002271 loss: 0.1865 (0.1996) loss_rec_all: 0.2129 (0.2254) loss_rec_sfr: 0.2657 (0.2969) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [12:41:29.779929] Epoch: [153] [ 680/2904] eta: 0:28:38 lr: 0.002271 loss: 0.1912 (0.1998) loss_rec_all: 0.2168 (0.2256) loss_rec_sfr: 0.2885 (0.2977) loss_cl: -0.2776 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [12:41:44.697011] Epoch: [153] [ 700/2904] eta: 0:28:21 lr: 0.002271 loss: 0.1901 (0.1997) loss_rec_all: 0.2161 (0.2255) loss_rec_sfr: 0.2724 (0.2973) loss_cl: -0.2786 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [12:41:59.602777] Epoch: [153] [ 720/2904] eta: 0:28:04 lr: 0.002271 loss: 0.1906 (0.1996) loss_rec_all: 0.2169 (0.2254) loss_rec_sfr: 0.2776 (0.2971) loss_cl: -0.2793 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [12:42:14.513198] Epoch: [153] [ 740/2904] eta: 0:27:47 lr: 0.002271 loss: 0.1866 (0.1995) loss_rec_all: 0.2130 (0.2253) loss_rec_sfr: 0.2707 (0.2967) loss_cl: -0.2785 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [12:42:29.424038] Epoch: [153] [ 760/2904] eta: 0:27:30 lr: 0.002271 loss: 0.1875 (0.1995) loss_rec_all: 0.2132 (0.2253) loss_rec_sfr: 0.2676 (0.2968) loss_cl: -0.2786 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [12:42:44.339364] Epoch: [153] [ 780/2904] eta: 0:27:13 lr: 0.002271 loss: 0.1866 (0.1993) loss_rec_all: 0.2132 (0.2251) loss_rec_sfr: 0.2766 (0.2963) loss_cl: -0.2795 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [12:42:59.255036] Epoch: [153] [ 800/2904] eta: 0:26:57 lr: 0.002271 loss: 0.1874 (0.1992) loss_rec_all: 0.2137 (0.2250) loss_rec_sfr: 0.2544 (0.2957) loss_cl: -0.2796 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [12:43:14.170808] Epoch: [153] [ 820/2904] eta: 0:26:40 lr: 0.002271 loss: 0.1845 (0.1992) loss_rec_all: 0.2106 (0.2250) loss_rec_sfr: 0.2780 (0.2957) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [12:43:29.088735] Epoch: [153] [ 840/2904] eta: 0:26:24 lr: 0.002271 loss: 0.1904 (0.1993) loss_rec_all: 0.2166 (0.2251) loss_rec_sfr: 0.2652 (0.2958) loss_cl: -0.2784 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [12:43:43.992993] Epoch: [153] [ 860/2904] eta: 0:26:07 lr: 0.002271 loss: 0.1909 (0.1993) loss_rec_all: 0.2172 (0.2251) loss_rec_sfr: 0.2748 (0.2959) loss_cl: -0.2785 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [12:43:58.899331] Epoch: [153] [ 880/2904] eta: 0:25:51 lr: 0.002271 loss: 0.1851 (0.1993) loss_rec_all: 0.2113 (0.2251) loss_rec_sfr: 0.2598 (0.2957) loss_cl: -0.2795 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [12:44:13.806227] Epoch: [153] [ 900/2904] eta: 0:25:35 lr: 0.002271 loss: 0.1875 (0.1993) loss_rec_all: 0.2133 (0.2251) loss_rec_sfr: 0.2765 (0.2959) loss_cl: -0.2785 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [12:44:28.714959] Epoch: [153] [ 920/2904] eta: 0:25:19 lr: 0.002271 loss: 0.1847 (0.1990) loss_rec_all: 0.2106 (0.2248) loss_rec_sfr: 0.2714 (0.2949) loss_cl: -0.2796 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [12:44:43.631177] Epoch: [153] [ 940/2904] eta: 0:25:02 lr: 0.002271 loss: 0.1834 (0.1990) loss_rec_all: 0.2097 (0.2248) loss_rec_sfr: 0.2679 (0.2946) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [12:44:58.541566] Epoch: [153] [ 960/2904] eta: 0:24:46 lr: 0.002271 loss: 0.1868 (0.1988) loss_rec_all: 0.2129 (0.2246) loss_rec_sfr: 0.2830 (0.2944) loss_cl: -0.2785 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [12:45:13.452756] Epoch: [153] [ 980/2904] eta: 0:24:30 lr: 0.002271 loss: 0.1890 (0.1989) loss_rec_all: 0.2156 (0.2247) loss_rec_sfr: 0.2850 (0.2947) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [12:45:28.364173] Epoch: [153] [1000/2904] eta: 0:24:14 lr: 0.002271 loss: 0.1876 (0.1987) loss_rec_all: 0.2133 (0.2245) loss_rec_sfr: 0.2727 (0.2942) loss_cl: -0.2795 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [12:45:43.273697] Epoch: [153] [1020/2904] eta: 0:23:58 lr: 0.002271 loss: 0.1863 (0.1986) loss_rec_all: 0.2127 (0.2244) loss_rec_sfr: 0.2467 (0.2940) loss_cl: -0.2796 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [12:45:58.183641] Epoch: [153] [1040/2904] eta: 0:23:42 lr: 0.002271 loss: 0.1852 (0.1987) loss_rec_all: 0.2111 (0.2245) loss_rec_sfr: 0.2673 (0.2940) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [12:46:13.093582] Epoch: [153] [1060/2904] eta: 0:23:26 lr: 0.002271 loss: 0.1869 (0.1986) loss_rec_all: 0.2131 (0.2244) loss_rec_sfr: 0.2657 (0.2937) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [12:46:28.005710] Epoch: [153] [1080/2904] eta: 0:23:11 lr: 0.002271 loss: 0.1949 (0.1988) loss_rec_all: 0.2208 (0.2246) loss_rec_sfr: 0.2805 (0.2943) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [12:46:42.911984] Epoch: [153] [1100/2904] eta: 0:22:55 lr: 0.002271 loss: 0.1952 (0.1992) loss_rec_all: 0.2212 (0.2250) loss_rec_sfr: 0.2883 (0.2955) loss_cl: -0.2780 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [12:46:57.817754] Epoch: [153] [1120/2904] eta: 0:22:39 lr: 0.002271 loss: 0.1913 (0.1993) loss_rec_all: 0.2172 (0.2251) loss_rec_sfr: 0.2942 (0.2960) loss_cl: -0.2792 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [12:47:12.730979] Epoch: [153] [1140/2904] eta: 0:22:23 lr: 0.002271 loss: 0.1863 (0.1993) loss_rec_all: 0.2119 (0.2251) loss_rec_sfr: 0.2737 (0.2960) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [12:47:27.636689] Epoch: [153] [1160/2904] eta: 0:22:08 lr: 0.002271 loss: 0.1880 (0.1993) loss_rec_all: 0.2145 (0.2251) loss_rec_sfr: 0.2705 (0.2959) loss_cl: -0.2794 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [12:47:42.554251] Epoch: [153] [1180/2904] eta: 0:21:52 lr: 0.002271 loss: 0.1898 (0.1993) loss_rec_all: 0.2156 (0.2251) loss_rec_sfr: 0.2752 (0.2960) loss_cl: -0.2793 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [12:47:57.473481] Epoch: [153] [1200/2904] eta: 0:21:36 lr: 0.002271 loss: 0.1912 (0.1993) loss_rec_all: 0.2174 (0.2251) loss_rec_sfr: 0.2727 (0.2962) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [12:48:12.383743] Epoch: [153] [1220/2904] eta: 0:21:21 lr: 0.002271 loss: 0.1862 (0.1993) loss_rec_all: 0.2120 (0.2251) loss_rec_sfr: 0.2701 (0.2962) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [12:48:27.297874] Epoch: [153] [1240/2904] eta: 0:21:05 lr: 0.002270 loss: 0.1899 (0.1993) loss_rec_all: 0.2156 (0.2251) loss_rec_sfr: 0.2707 (0.2962) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [12:48:42.209243] Epoch: [153] [1260/2904] eta: 0:20:49 lr: 0.002270 loss: 0.1888 (0.1994) loss_rec_all: 0.2149 (0.2252) loss_rec_sfr: 0.2757 (0.2967) loss_cl: -0.2780 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [12:48:57.115922] Epoch: [153] [1280/2904] eta: 0:20:34 lr: 0.002270 loss: 0.1909 (0.1995) loss_rec_all: 0.2171 (0.2253) loss_rec_sfr: 0.2851 (0.2971) loss_cl: -0.2781 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [12:49:12.026903] Epoch: [153] [1300/2904] eta: 0:20:18 lr: 0.002270 loss: 0.1838 (0.1994) loss_rec_all: 0.2096 (0.2252) loss_rec_sfr: 0.2750 (0.2967) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [12:49:26.928409] Epoch: [153] [1320/2904] eta: 0:20:03 lr: 0.002270 loss: 0.1853 (0.1994) loss_rec_all: 0.2115 (0.2252) loss_rec_sfr: 0.2728 (0.2969) loss_cl: -0.2785 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [12:49:41.830212] Epoch: [153] [1340/2904] eta: 0:19:47 lr: 0.002270 loss: 0.1876 (0.1993) loss_rec_all: 0.2134 (0.2251) loss_rec_sfr: 0.2777 (0.2966) loss_cl: -0.2793 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [12:49:56.744984] Epoch: [153] [1360/2904] eta: 0:19:32 lr: 0.002270 loss: 0.1909 (0.1993) loss_rec_all: 0.2170 (0.2251) loss_rec_sfr: 0.2693 (0.2965) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [12:50:11.661982] Epoch: [153] [1380/2904] eta: 0:19:16 lr: 0.002270 loss: 0.1852 (0.1991) loss_rec_all: 0.2110 (0.2249) loss_rec_sfr: 0.2507 (0.2960) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [12:50:26.572611] Epoch: [153] [1400/2904] eta: 0:19:01 lr: 0.002270 loss: 0.1905 (0.1991) loss_rec_all: 0.2169 (0.2249) loss_rec_sfr: 0.2705 (0.2957) loss_cl: -0.2783 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [12:50:41.483203] Epoch: [153] [1420/2904] eta: 0:18:45 lr: 0.002270 loss: 0.1942 (0.1992) loss_rec_all: 0.2203 (0.2250) loss_rec_sfr: 0.2754 (0.2959) loss_cl: -0.2797 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [12:50:56.397713] Epoch: [153] [1440/2904] eta: 0:18:30 lr: 0.002270 loss: 0.1860 (0.1991) loss_rec_all: 0.2120 (0.2249) loss_rec_sfr: 0.2846 (0.2958) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [12:51:11.309897] Epoch: [153] [1460/2904] eta: 0:18:14 lr: 0.002270 loss: 0.1880 (0.1990) loss_rec_all: 0.2140 (0.2248) loss_rec_sfr: 0.2762 (0.2956) loss_cl: -0.2793 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [12:51:26.224570] Epoch: [153] [1480/2904] eta: 0:17:59 lr: 0.002270 loss: 0.1928 (0.1991) loss_rec_all: 0.2188 (0.2249) loss_rec_sfr: 0.2770 (0.2957) loss_cl: -0.2794 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [12:51:41.139460] Epoch: [153] [1500/2904] eta: 0:17:44 lr: 0.002270 loss: 0.1887 (0.1991) loss_rec_all: 0.2146 (0.2249) loss_rec_sfr: 0.2899 (0.2960) loss_cl: -0.2800 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [12:51:56.048787] Epoch: [153] [1520/2904] eta: 0:17:28 lr: 0.002270 loss: 0.1875 (0.1991) loss_rec_all: 0.2138 (0.2249) loss_rec_sfr: 0.2648 (0.2959) loss_cl: -0.2787 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [12:52:10.965508] Epoch: [153] [1540/2904] eta: 0:17:13 lr: 0.002270 loss: 0.1860 (0.1991) loss_rec_all: 0.2119 (0.2249) loss_rec_sfr: 0.2734 (0.2958) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [12:52:25.879676] Epoch: [153] [1560/2904] eta: 0:16:57 lr: 0.002270 loss: 0.1881 (0.1991) loss_rec_all: 0.2140 (0.2249) loss_rec_sfr: 0.2732 (0.2959) loss_cl: -0.2782 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [12:52:40.793434] Epoch: [153] [1580/2904] eta: 0:16:42 lr: 0.002270 loss: 0.1916 (0.1991) loss_rec_all: 0.2177 (0.2249) loss_rec_sfr: 0.2665 (0.2959) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [12:52:55.709123] Epoch: [153] [1600/2904] eta: 0:16:27 lr: 0.002270 loss: 0.1861 (0.1991) loss_rec_all: 0.2124 (0.2249) loss_rec_sfr: 0.2731 (0.2958) loss_cl: -0.2798 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [12:53:10.620777] Epoch: [153] [1620/2904] eta: 0:16:11 lr: 0.002270 loss: 0.1868 (0.1990) loss_rec_all: 0.2125 (0.2249) loss_rec_sfr: 0.2744 (0.2956) loss_cl: -0.2785 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [12:53:25.530436] Epoch: [153] [1640/2904] eta: 0:15:56 lr: 0.002270 loss: 0.1894 (0.1991) loss_rec_all: 0.2151 (0.2249) loss_rec_sfr: 0.2772 (0.2956) loss_cl: -0.2774 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [12:53:40.437798] Epoch: [153] [1660/2904] eta: 0:15:41 lr: 0.002270 loss: 0.1861 (0.1990) loss_rec_all: 0.2125 (0.2248) loss_rec_sfr: 0.2784 (0.2955) loss_cl: -0.2788 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [12:53:55.343003] Epoch: [153] [1680/2904] eta: 0:15:26 lr: 0.002270 loss: 0.1879 (0.1989) loss_rec_all: 0.2142 (0.2247) loss_rec_sfr: 0.2645 (0.2952) loss_cl: -0.2802 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [12:54:10.249339] Epoch: [153] [1700/2904] eta: 0:15:10 lr: 0.002270 loss: 0.1852 (0.1990) loss_rec_all: 0.2115 (0.2248) loss_rec_sfr: 0.2834 (0.2955) loss_cl: -0.2794 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [12:54:25.159737] Epoch: [153] [1720/2904] eta: 0:14:55 lr: 0.002270 loss: 0.1864 (0.1990) loss_rec_all: 0.2122 (0.2248) loss_rec_sfr: 0.2744 (0.2955) loss_cl: -0.2791 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [12:54:40.067973] Epoch: [153] [1740/2904] eta: 0:14:40 lr: 0.002270 loss: 0.1886 (0.1990) loss_rec_all: 0.2145 (0.2248) loss_rec_sfr: 0.2752 (0.2954) loss_cl: -0.2784 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [12:54:54.977232] Epoch: [153] [1760/2904] eta: 0:14:24 lr: 0.002270 loss: 0.1881 (0.1990) loss_rec_all: 0.2140 (0.2248) loss_rec_sfr: 0.2689 (0.2953) loss_cl: -0.2794 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [12:55:09.899421] Epoch: [153] [1780/2904] eta: 0:14:09 lr: 0.002270 loss: 0.1909 (0.1990) loss_rec_all: 0.2168 (0.2248) loss_rec_sfr: 0.2767 (0.2953) loss_cl: -0.2787 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [12:55:24.809838] Epoch: [153] [1800/2904] eta: 0:13:54 lr: 0.002270 loss: 0.1932 (0.1990) loss_rec_all: 0.2194 (0.2248) loss_rec_sfr: 0.2731 (0.2953) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [12:55:39.724835] Epoch: [153] [1820/2904] eta: 0:13:39 lr: 0.002270 loss: 0.1918 (0.1990) loss_rec_all: 0.2176 (0.2248) loss_rec_sfr: 0.2871 (0.2955) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [12:55:54.638860] Epoch: [153] [1840/2904] eta: 0:13:23 lr: 0.002270 loss: 0.1836 (0.1989) loss_rec_all: 0.2098 (0.2247) loss_rec_sfr: 0.2448 (0.2952) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [12:56:09.545463] Epoch: [153] [1860/2904] eta: 0:13:08 lr: 0.002270 loss: 0.1915 (0.1990) loss_rec_all: 0.2177 (0.2248) loss_rec_sfr: 0.2700 (0.2954) loss_cl: -0.2793 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [12:56:24.452937] Epoch: [153] [1880/2904] eta: 0:12:53 lr: 0.002270 loss: 0.1888 (0.1989) loss_rec_all: 0.2149 (0.2248) loss_rec_sfr: 0.2687 (0.2952) loss_cl: -0.2784 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [12:56:39.361244] Epoch: [153] [1900/2904] eta: 0:12:38 lr: 0.002270 loss: 0.1853 (0.1989) loss_rec_all: 0.2112 (0.2247) loss_rec_sfr: 0.2676 (0.2950) loss_cl: -0.2793 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [12:56:54.275172] Epoch: [153] [1920/2904] eta: 0:12:23 lr: 0.002270 loss: 0.1891 (0.1988) loss_rec_all: 0.2154 (0.2247) loss_rec_sfr: 0.2716 (0.2948) loss_cl: -0.2795 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [12:57:09.182991] Epoch: [153] [1940/2904] eta: 0:12:07 lr: 0.002270 loss: 0.1916 (0.1989) loss_rec_all: 0.2173 (0.2248) loss_rec_sfr: 0.2881 (0.2951) loss_cl: -0.2787 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [12:57:24.091394] Epoch: [153] [1960/2904] eta: 0:11:52 lr: 0.002270 loss: 0.1901 (0.1990) loss_rec_all: 0.2159 (0.2248) loss_rec_sfr: 0.2734 (0.2953) loss_cl: -0.2785 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [12:57:38.995084] Epoch: [153] [1980/2904] eta: 0:11:37 lr: 0.002270 loss: 0.1879 (0.1990) loss_rec_all: 0.2136 (0.2248) loss_rec_sfr: 0.2848 (0.2953) loss_cl: -0.2793 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [12:57:53.906563] Epoch: [153] [2000/2904] eta: 0:11:22 lr: 0.002270 loss: 0.1872 (0.1989) loss_rec_all: 0.2131 (0.2248) loss_rec_sfr: 0.2799 (0.2953) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [12:58:08.823264] Epoch: [153] [2020/2904] eta: 0:11:07 lr: 0.002270 loss: 0.1837 (0.1988) loss_rec_all: 0.2102 (0.2247) loss_rec_sfr: 0.2504 (0.2950) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [12:58:23.738740] Epoch: [153] [2040/2904] eta: 0:10:51 lr: 0.002270 loss: 0.1927 (0.1989) loss_rec_all: 0.2187 (0.2247) loss_rec_sfr: 0.2886 (0.2952) loss_cl: -0.2784 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [12:58:38.649662] Epoch: [153] [2060/2904] eta: 0:10:36 lr: 0.002270 loss: 0.1827 (0.1988) loss_rec_all: 0.2092 (0.2246) loss_rec_sfr: 0.2720 (0.2950) loss_cl: -0.2797 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [12:58:53.563923] Epoch: [153] [2080/2904] eta: 0:10:21 lr: 0.002270 loss: 0.1873 (0.1988) loss_rec_all: 0.2132 (0.2246) loss_rec_sfr: 0.2704 (0.2949) loss_cl: -0.2799 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [12:59:08.471391] Epoch: [153] [2100/2904] eta: 0:10:06 lr: 0.002270 loss: 0.1839 (0.1987) loss_rec_all: 0.2105 (0.2245) loss_rec_sfr: 0.2604 (0.2946) loss_cl: -0.2796 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [12:59:23.376105] Epoch: [153] [2120/2904] eta: 0:09:51 lr: 0.002270 loss: 0.1902 (0.1988) loss_rec_all: 0.2162 (0.2246) loss_rec_sfr: 0.2704 (0.2949) loss_cl: -0.2786 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [12:59:38.283887] Epoch: [153] [2140/2904] eta: 0:09:36 lr: 0.002270 loss: 0.1885 (0.1988) loss_rec_all: 0.2143 (0.2246) loss_rec_sfr: 0.2853 (0.2948) loss_cl: -0.2781 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [12:59:53.187335] Epoch: [153] [2160/2904] eta: 0:09:21 lr: 0.002270 loss: 0.1879 (0.1988) loss_rec_all: 0.2138 (0.2246) loss_rec_sfr: 0.2873 (0.2950) loss_cl: -0.2782 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [13:00:08.095394] Epoch: [153] [2180/2904] eta: 0:09:05 lr: 0.002270 loss: 0.1867 (0.1988) loss_rec_all: 0.2130 (0.2247) loss_rec_sfr: 0.2695 (0.2950) loss_cl: -0.2793 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [13:00:23.011516] Epoch: [153] [2200/2904] eta: 0:08:50 lr: 0.002270 loss: 0.1897 (0.1989) loss_rec_all: 0.2158 (0.2247) loss_rec_sfr: 0.2900 (0.2953) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [13:00:37.923287] Epoch: [153] [2220/2904] eta: 0:08:35 lr: 0.002270 loss: 0.1954 (0.1991) loss_rec_all: 0.2213 (0.2249) loss_rec_sfr: 0.2833 (0.2958) loss_cl: -0.2781 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [13:00:52.834434] Epoch: [153] [2240/2904] eta: 0:08:20 lr: 0.002270 loss: 0.1918 (0.1992) loss_rec_all: 0.2177 (0.2250) loss_rec_sfr: 0.2844 (0.2961) loss_cl: -0.2796 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [13:01:07.749408] Epoch: [153] [2260/2904] eta: 0:08:05 lr: 0.002270 loss: 0.1860 (0.1992) loss_rec_all: 0.2116 (0.2250) loss_rec_sfr: 0.2326 (0.2961) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [13:01:22.661833] Epoch: [153] [2280/2904] eta: 0:07:50 lr: 0.002270 loss: 0.1841 (0.1991) loss_rec_all: 0.2105 (0.2249) loss_rec_sfr: 0.2406 (0.2958) loss_cl: -0.2783 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [13:01:37.575576] Epoch: [153] [2300/2904] eta: 0:07:35 lr: 0.002270 loss: 0.1864 (0.1991) loss_rec_all: 0.2121 (0.2249) loss_rec_sfr: 0.2735 (0.2959) loss_cl: -0.2784 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [13:01:52.486834] Epoch: [153] [2320/2904] eta: 0:07:20 lr: 0.002270 loss: 0.1869 (0.1991) loss_rec_all: 0.2129 (0.2250) loss_rec_sfr: 0.2731 (0.2959) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [13:02:07.394645] Epoch: [153] [2340/2904] eta: 0:07:04 lr: 0.002270 loss: 0.1913 (0.1992) loss_rec_all: 0.2173 (0.2250) loss_rec_sfr: 0.2919 (0.2960) loss_cl: -0.2790 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [13:02:22.314921] Epoch: [153] [2360/2904] eta: 0:06:49 lr: 0.002270 loss: 0.1906 (0.1992) loss_rec_all: 0.2168 (0.2250) loss_rec_sfr: 0.2719 (0.2960) loss_cl: -0.2791 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [13:02:37.231287] Epoch: [153] [2380/2904] eta: 0:06:34 lr: 0.002270 loss: 0.1884 (0.1991) loss_rec_all: 0.2146 (0.2250) loss_rec_sfr: 0.2761 (0.2959) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [13:02:52.142224] Epoch: [153] [2400/2904] eta: 0:06:19 lr: 0.002270 loss: 0.1891 (0.1992) loss_rec_all: 0.2154 (0.2250) loss_rec_sfr: 0.2672 (0.2960) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [13:03:07.062087] Epoch: [153] [2420/2904] eta: 0:06:04 lr: 0.002270 loss: 0.1884 (0.1993) loss_rec_all: 0.2142 (0.2251) loss_rec_sfr: 0.2800 (0.2962) loss_cl: -0.2784 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [13:03:21.985319] Epoch: [153] [2440/2904] eta: 0:05:49 lr: 0.002270 loss: 0.1996 (0.1994) loss_rec_all: 0.2256 (0.2252) loss_rec_sfr: 0.2923 (0.2966) loss_cl: -0.2796 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [13:03:36.902210] Epoch: [153] [2460/2904] eta: 0:05:34 lr: 0.002270 loss: 0.1876 (0.1994) loss_rec_all: 0.2132 (0.2252) loss_rec_sfr: 0.2870 (0.2969) loss_cl: -0.2783 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [13:03:51.815266] Epoch: [153] [2480/2904] eta: 0:05:19 lr: 0.002270 loss: 0.1883 (0.1994) loss_rec_all: 0.2142 (0.2252) loss_rec_sfr: 0.2638 (0.2968) loss_cl: -0.2772 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [13:04:06.728459] Epoch: [153] [2500/2904] eta: 0:05:04 lr: 0.002270 loss: 0.1881 (0.1994) loss_rec_all: 0.2144 (0.2252) loss_rec_sfr: 0.2785 (0.2967) loss_cl: -0.2778 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [13:04:21.640311] Epoch: [153] [2520/2904] eta: 0:04:49 lr: 0.002270 loss: 0.1854 (0.1993) loss_rec_all: 0.2113 (0.2251) loss_rec_sfr: 0.2748 (0.2967) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [13:04:36.556391] Epoch: [153] [2540/2904] eta: 0:04:34 lr: 0.002269 loss: 0.1899 (0.1993) loss_rec_all: 0.2163 (0.2251) loss_rec_sfr: 0.2695 (0.2966) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [13:04:51.473961] Epoch: [153] [2560/2904] eta: 0:04:18 lr: 0.002269 loss: 0.1862 (0.1993) loss_rec_all: 0.2124 (0.2251) loss_rec_sfr: 0.2678 (0.2966) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [13:05:06.401103] Epoch: [153] [2580/2904] eta: 0:04:03 lr: 0.002269 loss: 0.1896 (0.1994) loss_rec_all: 0.2154 (0.2252) loss_rec_sfr: 0.2875 (0.2967) loss_cl: -0.2784 (-0.2788) time: 0.7463 data: 0.0003 max mem: 29860 [13:05:21.341487] Epoch: [153] [2600/2904] eta: 0:03:48 lr: 0.002269 loss: 0.1859 (0.1993) loss_rec_all: 0.2115 (0.2251) loss_rec_sfr: 0.2733 (0.2967) loss_cl: -0.2793 (-0.2788) time: 0.7470 data: 0.0003 max mem: 29860 [13:05:36.271658] Epoch: [153] [2620/2904] eta: 0:03:33 lr: 0.002269 loss: 0.1857 (0.1993) loss_rec_all: 0.2119 (0.2251) loss_rec_sfr: 0.2345 (0.2964) loss_cl: -0.2773 (-0.2788) time: 0.7465 data: 0.0003 max mem: 29860 [13:05:51.206800] Epoch: [153] [2640/2904] eta: 0:03:18 lr: 0.002269 loss: 0.1823 (0.1992) loss_rec_all: 0.2080 (0.2250) loss_rec_sfr: 0.2811 (0.2963) loss_cl: -0.2778 (-0.2788) time: 0.7467 data: 0.0003 max mem: 29860 [13:06:06.135230] Epoch: [153] [2660/2904] eta: 0:03:03 lr: 0.002269 loss: 0.1852 (0.1992) loss_rec_all: 0.2114 (0.2250) loss_rec_sfr: 0.2646 (0.2962) loss_cl: -0.2787 (-0.2788) time: 0.7464 data: 0.0003 max mem: 29860 [13:06:21.061337] Epoch: [153] [2680/2904] eta: 0:02:48 lr: 0.002269 loss: 0.1900 (0.1992) loss_rec_all: 0.2158 (0.2250) loss_rec_sfr: 0.2894 (0.2963) loss_cl: -0.2795 (-0.2788) time: 0.7463 data: 0.0003 max mem: 29860 [13:06:35.998530] Epoch: [153] [2700/2904] eta: 0:02:33 lr: 0.002269 loss: 0.1868 (0.1991) loss_rec_all: 0.2127 (0.2250) loss_rec_sfr: 0.2805 (0.2962) loss_cl: -0.2790 (-0.2788) time: 0.7468 data: 0.0003 max mem: 29860 [13:06:50.933014] Epoch: [153] [2720/2904] eta: 0:02:18 lr: 0.002269 loss: 0.1873 (0.1991) loss_rec_all: 0.2136 (0.2249) loss_rec_sfr: 0.2630 (0.2960) loss_cl: -0.2792 (-0.2788) time: 0.7467 data: 0.0003 max mem: 29860 [13:07:05.871296] Epoch: [153] [2740/2904] eta: 0:02:03 lr: 0.002269 loss: 0.1879 (0.1991) loss_rec_all: 0.2144 (0.2249) loss_rec_sfr: 0.2466 (0.2958) loss_cl: -0.2792 (-0.2788) time: 0.7469 data: 0.0003 max mem: 29860 [13:07:20.799479] Epoch: [153] [2760/2904] eta: 0:01:48 lr: 0.002269 loss: 0.1883 (0.1991) loss_rec_all: 0.2145 (0.2249) loss_rec_sfr: 0.2807 (0.2960) loss_cl: -0.2800 (-0.2788) time: 0.7464 data: 0.0003 max mem: 29860 [13:07:35.734561] Epoch: [153] [2780/2904] eta: 0:01:33 lr: 0.002269 loss: 0.1894 (0.1991) loss_rec_all: 0.2153 (0.2249) loss_rec_sfr: 0.2738 (0.2959) loss_cl: -0.2792 (-0.2788) time: 0.7467 data: 0.0003 max mem: 29860 [13:07:50.659749] Epoch: [153] [2800/2904] eta: 0:01:18 lr: 0.002269 loss: 0.1911 (0.1991) loss_rec_all: 0.2169 (0.2249) loss_rec_sfr: 0.2754 (0.2959) loss_cl: -0.2787 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [13:08:05.577108] Epoch: [153] [2820/2904] eta: 0:01:03 lr: 0.002269 loss: 0.1857 (0.1991) loss_rec_all: 0.2119 (0.2249) loss_rec_sfr: 0.2857 (0.2959) loss_cl: -0.2779 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [13:08:20.546923] Epoch: [153] [2840/2904] eta: 0:00:48 lr: 0.002269 loss: 0.1895 (0.1991) loss_rec_all: 0.2153 (0.2249) loss_rec_sfr: 0.2671 (0.2959) loss_cl: -0.2790 (-0.2788) time: 0.7485 data: 0.0033 max mem: 29860 [13:08:35.465566] Epoch: [153] [2860/2904] eta: 0:00:33 lr: 0.002269 loss: 0.1917 (0.1991) loss_rec_all: 0.2181 (0.2249) loss_rec_sfr: 0.2702 (0.2960) loss_cl: -0.2802 (-0.2788) time: 0.7459 data: 0.0001 max mem: 29860 [13:08:50.371901] Epoch: [153] [2880/2904] eta: 0:00:18 lr: 0.002269 loss: 0.1879 (0.1991) loss_rec_all: 0.2143 (0.2249) loss_rec_sfr: 0.2804 (0.2960) loss_cl: -0.2794 (-0.2788) time: 0.7453 data: 0.0001 max mem: 29860 [13:09:05.279219] Epoch: [153] [2900/2904] eta: 0:00:03 lr: 0.002269 loss: 0.1854 (0.1990) loss_rec_all: 0.2118 (0.2248) loss_rec_sfr: 0.2692 (0.2957) loss_cl: -0.2787 (-0.2788) time: 0.7453 data: 0.0001 max mem: 29860 [13:09:07.523079] Epoch: [153] [2903/2904] eta: 0:00:00 lr: 0.002269 loss: 0.1888 (0.1991) loss_rec_all: 0.2148 (0.2249) loss_rec_sfr: 0.2692 (0.2958) loss_cl: -0.2786 (-0.2788) time: 0.7454 data: 0.0001 max mem: 29860 [13:09:09.877527] Epoch: [153] Total time: 0:36:26 (0.7529 s / it) [13:09:09.878433] Averaged stats: lr: 0.002269 loss: 0.1888 (0.2008) loss_rec_all: 0.2148 (0.2243) loss_rec_sfr: 0.2692 (0.2946) loss_cl: -0.2786 (-0.2555) [13:09:09.883138] log_dir: ./checkpoint/VF2_ViT-B [13:09:26.752386] Epoch: [154] [ 0/2904] eta: 13:36:25 lr: 0.002269 loss: 0.1873 (0.1873) loss_rec_all: 0.2131 (0.2131) loss_rec_sfr: 0.2934 (0.2934) loss_cl: -0.2784 (-0.2784) time: 16.8683 data: 7.0895 max mem: 29860 [13:09:43.789737] Epoch: [154] [ 20/2904] eta: 1:17:36 lr: 0.002269 loss: 0.1893 (0.1979) loss_rec_all: 0.2148 (0.2236) loss_rec_sfr: 0.2862 (0.3040) loss_cl: -0.2780 (-0.2780) time: 0.8518 data: 0.1070 max mem: 29860 [13:09:58.705415] Epoch: [154] [ 40/2904] eta: 0:56:50 lr: 0.002269 loss: 0.1980 (0.2040) loss_rec_all: 0.2240 (0.2296) loss_rec_sfr: 0.2760 (0.3164) loss_cl: -0.2786 (-0.2783) time: 0.7457 data: 0.0003 max mem: 29860 [13:10:13.598097] Epoch: [154] [ 60/2904] eta: 0:49:30 lr: 0.002269 loss: 0.1876 (0.1984) loss_rec_all: 0.2138 (0.2242) loss_rec_sfr: 0.2448 (0.2949) loss_cl: -0.2789 (-0.2785) time: 0.7446 data: 0.0004 max mem: 29860 [13:10:28.505570] Epoch: [154] [ 80/2904] eta: 0:45:40 lr: 0.002269 loss: 0.1899 (0.1974) loss_rec_all: 0.2157 (0.2232) loss_rec_sfr: 0.2737 (0.2917) loss_cl: -0.2794 (-0.2787) time: 0.7453 data: 0.0004 max mem: 29860 [13:10:43.435737] Epoch: [154] [ 100/2904] eta: 0:43:17 lr: 0.002269 loss: 0.1856 (0.1965) loss_rec_all: 0.2114 (0.2223) loss_rec_sfr: 0.2704 (0.2903) loss_cl: -0.2792 (-0.2788) time: 0.7464 data: 0.0004 max mem: 29860 [13:10:58.368097] Epoch: [154] [ 120/2904] eta: 0:41:35 lr: 0.002269 loss: 0.1871 (0.1969) loss_rec_all: 0.2132 (0.2227) loss_rec_sfr: 0.2693 (0.2911) loss_cl: -0.2792 (-0.2788) time: 0.7465 data: 0.0005 max mem: 29860 [13:11:13.320234] Epoch: [154] [ 140/2904] eta: 0:40:19 lr: 0.002269 loss: 0.1877 (0.1977) loss_rec_all: 0.2136 (0.2235) loss_rec_sfr: 0.2742 (0.2930) loss_cl: -0.2792 (-0.2789) time: 0.7475 data: 0.0005 max mem: 29860 [13:11:28.250354] Epoch: [154] [ 160/2904] eta: 0:39:18 lr: 0.002269 loss: 0.1896 (0.1983) loss_rec_all: 0.2154 (0.2241) loss_rec_sfr: 0.2845 (0.2945) loss_cl: -0.2782 (-0.2788) time: 0.7464 data: 0.0005 max mem: 29860 [13:11:43.211355] Epoch: [154] [ 180/2904] eta: 0:38:27 lr: 0.002269 loss: 0.1884 (0.1979) loss_rec_all: 0.2141 (0.2237) loss_rec_sfr: 0.2648 (0.2930) loss_cl: -0.2780 (-0.2787) time: 0.7480 data: 0.0005 max mem: 29860 [13:11:58.133988] Epoch: [154] [ 200/2904] eta: 0:37:43 lr: 0.002269 loss: 0.1937 (0.1980) loss_rec_all: 0.2197 (0.2238) loss_rec_sfr: 0.2783 (0.2937) loss_cl: -0.2800 (-0.2788) time: 0.7461 data: 0.0004 max mem: 29860 [13:12:13.060707] Epoch: [154] [ 220/2904] eta: 0:37:04 lr: 0.002269 loss: 0.1895 (0.1978) loss_rec_all: 0.2155 (0.2237) loss_rec_sfr: 0.2743 (0.2938) loss_cl: -0.2798 (-0.2789) time: 0.7463 data: 0.0005 max mem: 29860 [13:12:27.990223] Epoch: [154] [ 240/2904] eta: 0:36:29 lr: 0.002269 loss: 0.1871 (0.1975) loss_rec_all: 0.2133 (0.2234) loss_rec_sfr: 0.2603 (0.2931) loss_cl: -0.2788 (-0.2789) time: 0.7464 data: 0.0004 max mem: 29860 [13:12:42.912745] Epoch: [154] [ 260/2904] eta: 0:35:57 lr: 0.002269 loss: 0.1873 (0.1976) loss_rec_all: 0.2131 (0.2234) loss_rec_sfr: 0.2730 (0.2938) loss_cl: -0.2775 (-0.2788) time: 0.7461 data: 0.0004 max mem: 29860 [13:12:57.833325] Epoch: [154] [ 280/2904] eta: 0:35:28 lr: 0.002269 loss: 0.1896 (0.1975) loss_rec_all: 0.2154 (0.2233) loss_rec_sfr: 0.2747 (0.2936) loss_cl: -0.2783 (-0.2787) time: 0.7460 data: 0.0003 max mem: 29860 [13:13:12.775456] Epoch: [154] [ 300/2904] eta: 0:35:01 lr: 0.002269 loss: 0.1911 (0.1978) loss_rec_all: 0.2169 (0.2236) loss_rec_sfr: 0.2683 (0.2942) loss_cl: -0.2791 (-0.2787) time: 0.7471 data: 0.0003 max mem: 29860 [13:13:27.698488] Epoch: [154] [ 320/2904] eta: 0:34:35 lr: 0.002269 loss: 0.1887 (0.1982) loss_rec_all: 0.2149 (0.2240) loss_rec_sfr: 0.2787 (0.2955) loss_cl: -0.2789 (-0.2787) time: 0.7461 data: 0.0004 max mem: 29860 [13:13:42.624413] Epoch: [154] [ 340/2904] eta: 0:34:10 lr: 0.002269 loss: 0.1881 (0.1982) loss_rec_all: 0.2139 (0.2240) loss_rec_sfr: 0.2738 (0.2951) loss_cl: -0.2786 (-0.2787) time: 0.7463 data: 0.0003 max mem: 29860 [13:13:57.546694] Epoch: [154] [ 360/2904] eta: 0:33:47 lr: 0.002269 loss: 0.1842 (0.1984) loss_rec_all: 0.2104 (0.2242) loss_rec_sfr: 0.2387 (0.2953) loss_cl: -0.2793 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [13:14:12.465928] Epoch: [154] [ 380/2904] eta: 0:33:24 lr: 0.002269 loss: 0.1874 (0.1983) loss_rec_all: 0.2134 (0.2241) loss_rec_sfr: 0.2462 (0.2948) loss_cl: -0.2786 (-0.2787) time: 0.7459 data: 0.0003 max mem: 29860 [13:14:27.384403] Epoch: [154] [ 400/2904] eta: 0:33:02 lr: 0.002269 loss: 0.1863 (0.1984) loss_rec_all: 0.2121 (0.2242) loss_rec_sfr: 0.2752 (0.2952) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [13:14:42.305280] Epoch: [154] [ 420/2904] eta: 0:32:41 lr: 0.002269 loss: 0.1896 (0.1987) loss_rec_all: 0.2155 (0.2245) loss_rec_sfr: 0.2873 (0.2966) loss_cl: -0.2793 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [13:14:57.219375] Epoch: [154] [ 440/2904] eta: 0:32:20 lr: 0.002269 loss: 0.1949 (0.1989) loss_rec_all: 0.2209 (0.2247) loss_rec_sfr: 0.2730 (0.2970) loss_cl: -0.2780 (-0.2787) time: 0.7457 data: 0.0003 max mem: 29860 [13:15:12.141424] Epoch: [154] [ 460/2904] eta: 0:32:00 lr: 0.002269 loss: 0.1891 (0.1987) loss_rec_all: 0.2149 (0.2244) loss_rec_sfr: 0.2797 (0.2964) loss_cl: -0.2778 (-0.2787) time: 0.7460 data: 0.0003 max mem: 29860 [13:15:27.065435] Epoch: [154] [ 480/2904] eta: 0:31:40 lr: 0.002269 loss: 0.1899 (0.1983) loss_rec_all: 0.2158 (0.2241) loss_rec_sfr: 0.2741 (0.2953) loss_cl: -0.2795 (-0.2787) time: 0.7462 data: 0.0003 max mem: 29860 [13:15:41.987706] Epoch: [154] [ 500/2904] eta: 0:31:21 lr: 0.002269 loss: 0.1908 (0.1984) loss_rec_all: 0.2171 (0.2242) loss_rec_sfr: 0.2725 (0.2952) loss_cl: -0.2799 (-0.2788) time: 0.7461 data: 0.0004 max mem: 29860 [13:15:56.908470] Epoch: [154] [ 520/2904] eta: 0:31:02 lr: 0.002269 loss: 0.1864 (0.1982) loss_rec_all: 0.2126 (0.2240) loss_rec_sfr: 0.2733 (0.2944) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [13:16:11.831689] Epoch: [154] [ 540/2904] eta: 0:30:43 lr: 0.002269 loss: 0.1857 (0.1983) loss_rec_all: 0.2117 (0.2241) loss_rec_sfr: 0.2804 (0.2953) loss_cl: -0.2778 (-0.2787) time: 0.7461 data: 0.0003 max mem: 29860 [13:16:26.754730] Epoch: [154] [ 560/2904] eta: 0:30:25 lr: 0.002269 loss: 0.1865 (0.1980) loss_rec_all: 0.2128 (0.2238) loss_rec_sfr: 0.2659 (0.2938) loss_cl: -0.2790 (-0.2787) time: 0.7461 data: 0.0003 max mem: 29860 [13:16:41.675795] Epoch: [154] [ 580/2904] eta: 0:30:07 lr: 0.002269 loss: 0.1931 (0.1982) loss_rec_all: 0.2193 (0.2240) loss_rec_sfr: 0.2880 (0.2947) loss_cl: -0.2791 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [13:16:56.604170] Epoch: [154] [ 600/2904] eta: 0:29:49 lr: 0.002269 loss: 0.1851 (0.1979) loss_rec_all: 0.2111 (0.2237) loss_rec_sfr: 0.2665 (0.2937) loss_cl: -0.2795 (-0.2788) time: 0.7464 data: 0.0003 max mem: 29860 [13:17:11.525476] Epoch: [154] [ 620/2904] eta: 0:29:31 lr: 0.002269 loss: 0.1842 (0.1976) loss_rec_all: 0.2106 (0.2235) loss_rec_sfr: 0.2425 (0.2927) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [13:17:26.451228] Epoch: [154] [ 640/2904] eta: 0:29:13 lr: 0.002269 loss: 0.1853 (0.1974) loss_rec_all: 0.2110 (0.2232) loss_rec_sfr: 0.2396 (0.2917) loss_cl: -0.2790 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [13:17:41.370836] Epoch: [154] [ 660/2904] eta: 0:28:56 lr: 0.002269 loss: 0.1934 (0.1974) loss_rec_all: 0.2191 (0.2233) loss_rec_sfr: 0.2749 (0.2917) loss_cl: -0.2784 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [13:17:56.292754] Epoch: [154] [ 680/2904] eta: 0:28:39 lr: 0.002269 loss: 0.1879 (0.1974) loss_rec_all: 0.2139 (0.2233) loss_rec_sfr: 0.2705 (0.2916) loss_cl: -0.2798 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [13:18:11.209918] Epoch: [154] [ 700/2904] eta: 0:28:21 lr: 0.002269 loss: 0.1944 (0.1976) loss_rec_all: 0.2205 (0.2235) loss_rec_sfr: 0.2807 (0.2921) loss_cl: -0.2794 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [13:18:26.133962] Epoch: [154] [ 720/2904] eta: 0:28:04 lr: 0.002269 loss: 0.1886 (0.1975) loss_rec_all: 0.2149 (0.2234) loss_rec_sfr: 0.2634 (0.2917) loss_cl: -0.2789 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [13:18:41.057575] Epoch: [154] [ 740/2904] eta: 0:27:47 lr: 0.002269 loss: 0.1891 (0.1977) loss_rec_all: 0.2152 (0.2235) loss_rec_sfr: 0.2918 (0.2923) loss_cl: -0.2795 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [13:18:55.977478] Epoch: [154] [ 760/2904] eta: 0:27:31 lr: 0.002269 loss: 0.1892 (0.1979) loss_rec_all: 0.2153 (0.2237) loss_rec_sfr: 0.2758 (0.2929) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [13:19:10.894800] Epoch: [154] [ 780/2904] eta: 0:27:14 lr: 0.002269 loss: 0.1859 (0.1978) loss_rec_all: 0.2121 (0.2236) loss_rec_sfr: 0.2639 (0.2927) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [13:19:25.813890] Epoch: [154] [ 800/2904] eta: 0:26:57 lr: 0.002269 loss: 0.1852 (0.1979) loss_rec_all: 0.2113 (0.2237) loss_rec_sfr: 0.2860 (0.2934) loss_cl: -0.2800 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [13:19:40.732603] Epoch: [154] [ 820/2904] eta: 0:26:41 lr: 0.002269 loss: 0.1878 (0.1978) loss_rec_all: 0.2134 (0.2236) loss_rec_sfr: 0.2828 (0.2932) loss_cl: -0.2779 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [13:19:55.634461] Epoch: [154] [ 840/2904] eta: 0:26:24 lr: 0.002269 loss: 0.1937 (0.1978) loss_rec_all: 0.2195 (0.2237) loss_rec_sfr: 0.2799 (0.2934) loss_cl: -0.2788 (-0.2788) time: 0.7450 data: 0.0003 max mem: 29860 [13:20:10.559047] Epoch: [154] [ 860/2904] eta: 0:26:08 lr: 0.002269 loss: 0.1913 (0.1980) loss_rec_all: 0.2169 (0.2238) loss_rec_sfr: 0.2750 (0.2938) loss_cl: -0.2783 (-0.2787) time: 0.7462 data: 0.0003 max mem: 29860 [13:20:25.479299] Epoch: [154] [ 880/2904] eta: 0:25:51 lr: 0.002269 loss: 0.1893 (0.1981) loss_rec_all: 0.2154 (0.2239) loss_rec_sfr: 0.2833 (0.2941) loss_cl: -0.2795 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [13:20:40.401767] Epoch: [154] [ 900/2904] eta: 0:25:35 lr: 0.002269 loss: 0.1898 (0.1980) loss_rec_all: 0.2155 (0.2239) loss_rec_sfr: 0.2737 (0.2939) loss_cl: -0.2785 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [13:20:55.327349] Epoch: [154] [ 920/2904] eta: 0:25:19 lr: 0.002268 loss: 0.1888 (0.1981) loss_rec_all: 0.2149 (0.2239) loss_rec_sfr: 0.2776 (0.2940) loss_cl: -0.2796 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [13:21:10.246480] Epoch: [154] [ 940/2904] eta: 0:25:03 lr: 0.002268 loss: 0.1872 (0.1982) loss_rec_all: 0.2136 (0.2240) loss_rec_sfr: 0.2698 (0.2942) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [13:21:25.168804] Epoch: [154] [ 960/2904] eta: 0:24:47 lr: 0.002268 loss: 0.1870 (0.1982) loss_rec_all: 0.2128 (0.2240) loss_rec_sfr: 0.2624 (0.2940) loss_cl: -0.2774 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [13:21:40.091583] Epoch: [154] [ 980/2904] eta: 0:24:31 lr: 0.002268 loss: 0.1859 (0.1981) loss_rec_all: 0.2118 (0.2240) loss_rec_sfr: 0.2741 (0.2942) loss_cl: -0.2788 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [13:21:55.010807] Epoch: [154] [1000/2904] eta: 0:24:15 lr: 0.002268 loss: 0.1900 (0.1980) loss_rec_all: 0.2160 (0.2238) loss_rec_sfr: 0.2762 (0.2937) loss_cl: -0.2798 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [13:22:09.934103] Epoch: [154] [1020/2904] eta: 0:23:59 lr: 0.002268 loss: 0.1871 (0.1980) loss_rec_all: 0.2137 (0.2238) loss_rec_sfr: 0.2702 (0.2936) loss_cl: -0.2801 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [13:22:24.853917] Epoch: [154] [1040/2904] eta: 0:23:43 lr: 0.002268 loss: 0.1874 (0.1979) loss_rec_all: 0.2135 (0.2237) loss_rec_sfr: 0.2709 (0.2934) loss_cl: -0.2780 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [13:22:39.774810] Epoch: [154] [1060/2904] eta: 0:23:27 lr: 0.002268 loss: 0.1872 (0.1979) loss_rec_all: 0.2135 (0.2238) loss_rec_sfr: 0.2709 (0.2935) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [13:22:54.693100] Epoch: [154] [1080/2904] eta: 0:23:11 lr: 0.002268 loss: 0.1874 (0.1979) loss_rec_all: 0.2134 (0.2238) loss_rec_sfr: 0.2789 (0.2935) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [13:23:09.613139] Epoch: [154] [1100/2904] eta: 0:22:55 lr: 0.002268 loss: 0.1859 (0.1978) loss_rec_all: 0.2119 (0.2236) loss_rec_sfr: 0.2724 (0.2930) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [13:23:24.533778] Epoch: [154] [1120/2904] eta: 0:22:40 lr: 0.002268 loss: 0.1868 (0.1977) loss_rec_all: 0.2127 (0.2236) loss_rec_sfr: 0.2790 (0.2928) loss_cl: -0.2794 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [13:23:39.447433] Epoch: [154] [1140/2904] eta: 0:22:24 lr: 0.002268 loss: 0.1887 (0.1977) loss_rec_all: 0.2147 (0.2235) loss_rec_sfr: 0.2744 (0.2927) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [13:23:54.364984] Epoch: [154] [1160/2904] eta: 0:22:08 lr: 0.002268 loss: 0.1909 (0.1978) loss_rec_all: 0.2173 (0.2237) loss_rec_sfr: 0.2791 (0.2931) loss_cl: -0.2803 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [13:24:09.284357] Epoch: [154] [1180/2904] eta: 0:21:52 lr: 0.002268 loss: 0.1859 (0.1977) loss_rec_all: 0.2124 (0.2235) loss_rec_sfr: 0.2310 (0.2925) loss_cl: -0.2795 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [13:24:24.207886] Epoch: [154] [1200/2904] eta: 0:21:37 lr: 0.002268 loss: 0.1855 (0.1978) loss_rec_all: 0.2114 (0.2236) loss_rec_sfr: 0.2626 (0.2927) loss_cl: -0.2786 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [13:24:39.132955] Epoch: [154] [1220/2904] eta: 0:21:21 lr: 0.002268 loss: 0.1839 (0.1977) loss_rec_all: 0.2099 (0.2236) loss_rec_sfr: 0.2707 (0.2926) loss_cl: -0.2785 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [13:24:54.053556] Epoch: [154] [1240/2904] eta: 0:21:05 lr: 0.002268 loss: 0.1858 (0.1977) loss_rec_all: 0.2118 (0.2235) loss_rec_sfr: 0.2773 (0.2926) loss_cl: -0.2794 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [13:25:08.974854] Epoch: [154] [1260/2904] eta: 0:20:50 lr: 0.002268 loss: 0.1894 (0.1975) loss_rec_all: 0.2160 (0.2234) loss_rec_sfr: 0.2739 (0.2921) loss_cl: -0.2799 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [13:25:23.896351] Epoch: [154] [1280/2904] eta: 0:20:34 lr: 0.002268 loss: 0.1933 (0.1977) loss_rec_all: 0.2192 (0.2235) loss_rec_sfr: 0.2801 (0.2925) loss_cl: -0.2792 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [13:25:38.815315] Epoch: [154] [1300/2904] eta: 0:20:19 lr: 0.002268 loss: 0.1939 (0.1977) loss_rec_all: 0.2200 (0.2236) loss_rec_sfr: 0.2674 (0.2928) loss_cl: -0.2775 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [13:25:53.734147] Epoch: [154] [1320/2904] eta: 0:20:03 lr: 0.002268 loss: 0.1914 (0.1978) loss_rec_all: 0.2172 (0.2237) loss_rec_sfr: 0.2836 (0.2931) loss_cl: -0.2782 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [13:26:08.653170] Epoch: [154] [1340/2904] eta: 0:19:48 lr: 0.002268 loss: 0.1882 (0.1979) loss_rec_all: 0.2143 (0.2237) loss_rec_sfr: 0.2758 (0.2934) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [13:26:23.572588] Epoch: [154] [1360/2904] eta: 0:19:32 lr: 0.002268 loss: 0.1911 (0.1980) loss_rec_all: 0.2173 (0.2239) loss_rec_sfr: 0.2787 (0.2938) loss_cl: -0.2807 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [13:26:38.492962] Epoch: [154] [1380/2904] eta: 0:19:17 lr: 0.002268 loss: 0.1856 (0.1980) loss_rec_all: 0.2112 (0.2239) loss_rec_sfr: 0.2882 (0.2939) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [13:26:53.406124] Epoch: [154] [1400/2904] eta: 0:19:01 lr: 0.002268 loss: 0.1901 (0.1980) loss_rec_all: 0.2162 (0.2238) loss_rec_sfr: 0.2686 (0.2938) loss_cl: -0.2773 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [13:27:08.326889] Epoch: [154] [1420/2904] eta: 0:18:46 lr: 0.002268 loss: 0.1889 (0.1980) loss_rec_all: 0.2150 (0.2238) loss_rec_sfr: 0.2740 (0.2937) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [13:27:23.248874] Epoch: [154] [1440/2904] eta: 0:18:30 lr: 0.002268 loss: 0.1897 (0.1980) loss_rec_all: 0.2155 (0.2238) loss_rec_sfr: 0.2895 (0.2940) loss_cl: -0.2801 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [13:27:38.166338] Epoch: [154] [1460/2904] eta: 0:18:15 lr: 0.002268 loss: 0.1898 (0.1980) loss_rec_all: 0.2159 (0.2238) loss_rec_sfr: 0.2859 (0.2941) loss_cl: -0.2795 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [13:27:53.088652] Epoch: [154] [1480/2904] eta: 0:17:59 lr: 0.002268 loss: 0.1869 (0.1980) loss_rec_all: 0.2130 (0.2238) loss_rec_sfr: 0.2492 (0.2940) loss_cl: -0.2781 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [13:28:08.008370] Epoch: [154] [1500/2904] eta: 0:17:44 lr: 0.002268 loss: 0.1914 (0.1980) loss_rec_all: 0.2174 (0.2238) loss_rec_sfr: 0.2692 (0.2938) loss_cl: -0.2784 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [13:28:22.927933] Epoch: [154] [1520/2904] eta: 0:17:29 lr: 0.002268 loss: 0.1931 (0.1982) loss_rec_all: 0.2191 (0.2240) loss_rec_sfr: 0.2802 (0.2942) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [13:28:37.852388] Epoch: [154] [1540/2904] eta: 0:17:13 lr: 0.002268 loss: 0.1863 (0.1982) loss_rec_all: 0.2121 (0.2240) loss_rec_sfr: 0.2755 (0.2943) loss_cl: -0.2792 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [13:28:52.769178] Epoch: [154] [1560/2904] eta: 0:16:58 lr: 0.002268 loss: 0.1860 (0.1982) loss_rec_all: 0.2123 (0.2240) loss_rec_sfr: 0.2702 (0.2944) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [13:29:07.688386] Epoch: [154] [1580/2904] eta: 0:16:43 lr: 0.002268 loss: 0.1907 (0.1983) loss_rec_all: 0.2166 (0.2241) loss_rec_sfr: 0.2741 (0.2946) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [13:29:22.611834] Epoch: [154] [1600/2904] eta: 0:16:27 lr: 0.002268 loss: 0.1902 (0.1983) loss_rec_all: 0.2164 (0.2241) loss_rec_sfr: 0.2544 (0.2945) loss_cl: -0.2783 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [13:29:37.535709] Epoch: [154] [1620/2904] eta: 0:16:12 lr: 0.002268 loss: 0.1883 (0.1983) loss_rec_all: 0.2145 (0.2241) loss_rec_sfr: 0.2654 (0.2945) loss_cl: -0.2788 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [13:29:52.455533] Epoch: [154] [1640/2904] eta: 0:15:57 lr: 0.002268 loss: 0.1854 (0.1983) loss_rec_all: 0.2117 (0.2241) loss_rec_sfr: 0.2668 (0.2943) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [13:30:07.379252] Epoch: [154] [1660/2904] eta: 0:15:41 lr: 0.002268 loss: 0.1836 (0.1982) loss_rec_all: 0.2095 (0.2240) loss_rec_sfr: 0.2735 (0.2941) loss_cl: -0.2792 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [13:30:22.314293] Epoch: [154] [1680/2904] eta: 0:15:26 lr: 0.002268 loss: 0.1892 (0.1982) loss_rec_all: 0.2155 (0.2240) loss_rec_sfr: 0.2604 (0.2941) loss_cl: -0.2786 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [13:30:37.238803] Epoch: [154] [1700/2904] eta: 0:15:11 lr: 0.002268 loss: 0.1909 (0.1983) loss_rec_all: 0.2167 (0.2241) loss_rec_sfr: 0.2739 (0.2943) loss_cl: -0.2790 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [13:30:52.164003] Epoch: [154] [1720/2904] eta: 0:14:55 lr: 0.002268 loss: 0.1882 (0.1983) loss_rec_all: 0.2145 (0.2241) loss_rec_sfr: 0.2685 (0.2943) loss_cl: -0.2781 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [13:31:07.080072] Epoch: [154] [1740/2904] eta: 0:14:40 lr: 0.002268 loss: 0.1908 (0.1984) loss_rec_all: 0.2167 (0.2242) loss_rec_sfr: 0.2689 (0.2945) loss_cl: -0.2782 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [13:31:21.999794] Epoch: [154] [1760/2904] eta: 0:14:25 lr: 0.002268 loss: 0.1907 (0.1984) loss_rec_all: 0.2166 (0.2242) loss_rec_sfr: 0.2675 (0.2945) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [13:31:36.914556] Epoch: [154] [1780/2904] eta: 0:14:10 lr: 0.002268 loss: 0.1932 (0.1984) loss_rec_all: 0.2190 (0.2242) loss_rec_sfr: 0.2798 (0.2946) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [13:31:51.834253] Epoch: [154] [1800/2904] eta: 0:13:54 lr: 0.002268 loss: 0.1885 (0.1984) loss_rec_all: 0.2143 (0.2243) loss_rec_sfr: 0.2857 (0.2947) loss_cl: -0.2783 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [13:32:06.752448] Epoch: [154] [1820/2904] eta: 0:13:39 lr: 0.002268 loss: 0.1907 (0.1986) loss_rec_all: 0.2167 (0.2244) loss_rec_sfr: 0.2833 (0.2953) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [13:32:21.671091] Epoch: [154] [1840/2904] eta: 0:13:24 lr: 0.002268 loss: 0.1859 (0.1985) loss_rec_all: 0.2119 (0.2243) loss_rec_sfr: 0.2848 (0.2952) loss_cl: -0.2794 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [13:32:36.592805] Epoch: [154] [1860/2904] eta: 0:13:09 lr: 0.002268 loss: 0.1866 (0.1985) loss_rec_all: 0.2129 (0.2243) loss_rec_sfr: 0.2711 (0.2951) loss_cl: -0.2793 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [13:32:51.512781] Epoch: [154] [1880/2904] eta: 0:12:53 lr: 0.002268 loss: 0.1884 (0.1985) loss_rec_all: 0.2142 (0.2244) loss_rec_sfr: 0.2731 (0.2951) loss_cl: -0.2791 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [13:33:06.425547] Epoch: [154] [1900/2904] eta: 0:12:38 lr: 0.002268 loss: 0.1869 (0.1986) loss_rec_all: 0.2129 (0.2244) loss_rec_sfr: 0.2860 (0.2954) loss_cl: -0.2798 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [13:33:21.348444] Epoch: [154] [1920/2904] eta: 0:12:23 lr: 0.002268 loss: 0.1880 (0.1986) loss_rec_all: 0.2138 (0.2244) loss_rec_sfr: 0.2758 (0.2953) loss_cl: -0.2785 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [13:33:36.270716] Epoch: [154] [1940/2904] eta: 0:12:08 lr: 0.002268 loss: 0.1864 (0.1985) loss_rec_all: 0.2121 (0.2243) loss_rec_sfr: 0.2688 (0.2952) loss_cl: -0.2782 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [13:33:51.189338] Epoch: [154] [1960/2904] eta: 0:11:53 lr: 0.002268 loss: 0.1905 (0.1985) loss_rec_all: 0.2160 (0.2243) loss_rec_sfr: 0.2667 (0.2951) loss_cl: -0.2781 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [13:34:06.110308] Epoch: [154] [1980/2904] eta: 0:11:37 lr: 0.002268 loss: 0.1883 (0.1985) loss_rec_all: 0.2139 (0.2243) loss_rec_sfr: 0.2779 (0.2950) loss_cl: -0.2791 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [13:34:21.031516] Epoch: [154] [2000/2904] eta: 0:11:22 lr: 0.002268 loss: 0.1900 (0.1984) loss_rec_all: 0.2164 (0.2242) loss_rec_sfr: 0.2749 (0.2948) loss_cl: -0.2796 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [13:34:35.954861] Epoch: [154] [2020/2904] eta: 0:11:07 lr: 0.002268 loss: 0.1857 (0.1984) loss_rec_all: 0.2115 (0.2242) loss_rec_sfr: 0.2806 (0.2950) loss_cl: -0.2783 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [13:34:50.877989] Epoch: [154] [2040/2904] eta: 0:10:52 lr: 0.002268 loss: 0.1898 (0.1984) loss_rec_all: 0.2156 (0.2243) loss_rec_sfr: 0.2869 (0.2951) loss_cl: -0.2780 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [13:35:05.800541] Epoch: [154] [2060/2904] eta: 0:10:37 lr: 0.002268 loss: 0.1838 (0.1984) loss_rec_all: 0.2099 (0.2242) loss_rec_sfr: 0.2501 (0.2948) loss_cl: -0.2785 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [13:35:20.723159] Epoch: [154] [2080/2904] eta: 0:10:21 lr: 0.002268 loss: 0.1865 (0.1983) loss_rec_all: 0.2127 (0.2241) loss_rec_sfr: 0.2720 (0.2947) loss_cl: -0.2789 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [13:35:35.642016] Epoch: [154] [2100/2904] eta: 0:10:06 lr: 0.002268 loss: 0.1872 (0.1983) loss_rec_all: 0.2136 (0.2241) loss_rec_sfr: 0.2490 (0.2945) loss_cl: -0.2798 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [13:35:50.561615] Epoch: [154] [2120/2904] eta: 0:09:51 lr: 0.002268 loss: 0.1882 (0.1982) loss_rec_all: 0.2141 (0.2241) loss_rec_sfr: 0.2834 (0.2945) loss_cl: -0.2795 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [13:36:05.470639] Epoch: [154] [2140/2904] eta: 0:09:36 lr: 0.002268 loss: 0.1885 (0.1982) loss_rec_all: 0.2146 (0.2240) loss_rec_sfr: 0.2796 (0.2944) loss_cl: -0.2800 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [13:36:20.372683] Epoch: [154] [2160/2904] eta: 0:09:21 lr: 0.002268 loss: 0.1880 (0.1982) loss_rec_all: 0.2142 (0.2240) loss_rec_sfr: 0.2721 (0.2944) loss_cl: -0.2794 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [13:36:35.269195] Epoch: [154] [2180/2904] eta: 0:09:06 lr: 0.002268 loss: 0.1873 (0.1981) loss_rec_all: 0.2136 (0.2240) loss_rec_sfr: 0.2726 (0.2940) loss_cl: -0.2800 (-0.2788) time: 0.7448 data: 0.0002 max mem: 29860 [13:36:50.171745] Epoch: [154] [2200/2904] eta: 0:08:51 lr: 0.002267 loss: 0.1898 (0.1982) loss_rec_all: 0.2156 (0.2240) loss_rec_sfr: 0.2866 (0.2941) loss_cl: -0.2792 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [13:37:05.096347] Epoch: [154] [2220/2904] eta: 0:08:35 lr: 0.002267 loss: 0.1983 (0.1982) loss_rec_all: 0.2242 (0.2241) loss_rec_sfr: 0.2744 (0.2943) loss_cl: -0.2779 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [13:37:20.028661] Epoch: [154] [2240/2904] eta: 0:08:20 lr: 0.002267 loss: 0.1845 (0.1982) loss_rec_all: 0.2106 (0.2240) loss_rec_sfr: 0.2711 (0.2942) loss_cl: -0.2797 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [13:37:34.960138] Epoch: [154] [2260/2904] eta: 0:08:05 lr: 0.002267 loss: 0.1871 (0.1982) loss_rec_all: 0.2133 (0.2240) loss_rec_sfr: 0.2675 (0.2942) loss_cl: -0.2786 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [13:37:49.884294] Epoch: [154] [2280/2904] eta: 0:07:50 lr: 0.002267 loss: 0.1856 (0.1981) loss_rec_all: 0.2118 (0.2240) loss_rec_sfr: 0.2670 (0.2940) loss_cl: -0.2783 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [13:38:04.801478] Epoch: [154] [2300/2904] eta: 0:07:35 lr: 0.002267 loss: 0.1913 (0.1982) loss_rec_all: 0.2178 (0.2240) loss_rec_sfr: 0.2731 (0.2941) loss_cl: -0.2794 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [13:38:19.717895] Epoch: [154] [2320/2904] eta: 0:07:20 lr: 0.002267 loss: 0.1869 (0.1982) loss_rec_all: 0.2132 (0.2240) loss_rec_sfr: 0.2582 (0.2941) loss_cl: -0.2794 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [13:38:34.635768] Epoch: [154] [2340/2904] eta: 0:07:05 lr: 0.002267 loss: 0.1879 (0.1982) loss_rec_all: 0.2138 (0.2240) loss_rec_sfr: 0.2809 (0.2942) loss_cl: -0.2783 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [13:38:49.553819] Epoch: [154] [2360/2904] eta: 0:06:50 lr: 0.002267 loss: 0.1863 (0.1981) loss_rec_all: 0.2127 (0.2240) loss_rec_sfr: 0.2421 (0.2939) loss_cl: -0.2781 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [13:39:04.473939] Epoch: [154] [2380/2904] eta: 0:06:34 lr: 0.002267 loss: 0.1859 (0.1981) loss_rec_all: 0.2118 (0.2239) loss_rec_sfr: 0.2781 (0.2938) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [13:39:19.395501] Epoch: [154] [2400/2904] eta: 0:06:19 lr: 0.002267 loss: 0.1876 (0.1981) loss_rec_all: 0.2135 (0.2239) loss_rec_sfr: 0.2631 (0.2937) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [13:39:34.314667] Epoch: [154] [2420/2904] eta: 0:06:04 lr: 0.002267 loss: 0.1880 (0.1981) loss_rec_all: 0.2139 (0.2239) loss_rec_sfr: 0.2802 (0.2937) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [13:39:49.235850] Epoch: [154] [2440/2904] eta: 0:05:49 lr: 0.002267 loss: 0.1861 (0.1980) loss_rec_all: 0.2121 (0.2238) loss_rec_sfr: 0.2685 (0.2935) loss_cl: -0.2797 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [13:40:04.150299] Epoch: [154] [2460/2904] eta: 0:05:34 lr: 0.002267 loss: 0.1903 (0.1980) loss_rec_all: 0.2160 (0.2238) loss_rec_sfr: 0.2718 (0.2936) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [13:40:19.082437] Epoch: [154] [2480/2904] eta: 0:05:19 lr: 0.002267 loss: 0.1931 (0.1980) loss_rec_all: 0.2189 (0.2238) loss_rec_sfr: 0.2696 (0.2935) loss_cl: -0.2779 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [13:40:34.000393] Epoch: [154] [2500/2904] eta: 0:05:04 lr: 0.002267 loss: 0.1882 (0.1980) loss_rec_all: 0.2140 (0.2238) loss_rec_sfr: 0.2794 (0.2934) loss_cl: -0.2795 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [13:40:48.914028] Epoch: [154] [2520/2904] eta: 0:04:49 lr: 0.002267 loss: 0.1964 (0.1980) loss_rec_all: 0.2223 (0.2239) loss_rec_sfr: 0.2783 (0.2937) loss_cl: -0.2796 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [13:41:03.832838] Epoch: [154] [2540/2904] eta: 0:04:34 lr: 0.002267 loss: 0.1883 (0.1981) loss_rec_all: 0.2141 (0.2239) loss_rec_sfr: 0.2742 (0.2938) loss_cl: -0.2784 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [13:41:18.756222] Epoch: [154] [2560/2904] eta: 0:04:19 lr: 0.002267 loss: 0.1879 (0.1981) loss_rec_all: 0.2143 (0.2239) loss_rec_sfr: 0.2445 (0.2938) loss_cl: -0.2788 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [13:41:33.676544] Epoch: [154] [2580/2904] eta: 0:04:03 lr: 0.002267 loss: 0.1874 (0.1980) loss_rec_all: 0.2134 (0.2239) loss_rec_sfr: 0.2698 (0.2936) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [13:41:48.594340] Epoch: [154] [2600/2904] eta: 0:03:48 lr: 0.002267 loss: 0.1899 (0.1980) loss_rec_all: 0.2160 (0.2238) loss_rec_sfr: 0.2418 (0.2935) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [13:42:03.514270] Epoch: [154] [2620/2904] eta: 0:03:33 lr: 0.002267 loss: 0.1840 (0.1980) loss_rec_all: 0.2104 (0.2238) loss_rec_sfr: 0.2854 (0.2936) loss_cl: -0.2792 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [13:42:18.437871] Epoch: [154] [2640/2904] eta: 0:03:18 lr: 0.002267 loss: 0.1889 (0.1980) loss_rec_all: 0.2150 (0.2239) loss_rec_sfr: 0.2787 (0.2938) loss_cl: -0.2787 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [13:42:33.356325] Epoch: [154] [2660/2904] eta: 0:03:03 lr: 0.002267 loss: 0.1936 (0.1981) loss_rec_all: 0.2196 (0.2239) loss_rec_sfr: 0.2865 (0.2941) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [13:42:48.271888] Epoch: [154] [2680/2904] eta: 0:02:48 lr: 0.002267 loss: 0.1877 (0.1982) loss_rec_all: 0.2138 (0.2240) loss_rec_sfr: 0.2767 (0.2942) loss_cl: -0.2793 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [13:43:03.190742] Epoch: [154] [2700/2904] eta: 0:02:33 lr: 0.002267 loss: 0.1900 (0.1981) loss_rec_all: 0.2157 (0.2240) loss_rec_sfr: 0.2763 (0.2941) loss_cl: -0.2784 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [13:43:18.108686] Epoch: [154] [2720/2904] eta: 0:02:18 lr: 0.002267 loss: 0.1902 (0.1981) loss_rec_all: 0.2162 (0.2239) loss_rec_sfr: 0.2644 (0.2940) loss_cl: -0.2804 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [13:43:33.033922] Epoch: [154] [2740/2904] eta: 0:02:03 lr: 0.002267 loss: 0.1887 (0.1981) loss_rec_all: 0.2148 (0.2239) loss_rec_sfr: 0.2651 (0.2940) loss_cl: -0.2787 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [13:43:47.976238] Epoch: [154] [2760/2904] eta: 0:01:48 lr: 0.002267 loss: 0.1863 (0.1981) loss_rec_all: 0.2126 (0.2239) loss_rec_sfr: 0.2622 (0.2938) loss_cl: -0.2783 (-0.2788) time: 0.7471 data: 0.0002 max mem: 29860 [13:44:02.895414] Epoch: [154] [2780/2904] eta: 0:01:33 lr: 0.002267 loss: 0.1891 (0.1981) loss_rec_all: 0.2150 (0.2240) loss_rec_sfr: 0.2773 (0.2941) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [13:44:17.814242] Epoch: [154] [2800/2904] eta: 0:01:18 lr: 0.002267 loss: 0.1858 (0.1981) loss_rec_all: 0.2121 (0.2240) loss_rec_sfr: 0.2759 (0.2941) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [13:44:32.727224] Epoch: [154] [2820/2904] eta: 0:01:03 lr: 0.002267 loss: 0.1916 (0.1982) loss_rec_all: 0.2176 (0.2240) loss_rec_sfr: 0.2784 (0.2942) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [13:44:47.687814] Epoch: [154] [2840/2904] eta: 0:00:48 lr: 0.002267 loss: 0.1875 (0.1981) loss_rec_all: 0.2134 (0.2239) loss_rec_sfr: 0.2850 (0.2941) loss_cl: -0.2783 (-0.2788) time: 0.7480 data: 0.0027 max mem: 29860 [13:45:02.594667] Epoch: [154] [2860/2904] eta: 0:00:33 lr: 0.002267 loss: 0.1841 (0.1981) loss_rec_all: 0.2104 (0.2239) loss_rec_sfr: 0.2659 (0.2940) loss_cl: -0.2788 (-0.2788) time: 0.7453 data: 0.0001 max mem: 29860 [13:45:17.500778] Epoch: [154] [2880/2904] eta: 0:00:18 lr: 0.002267 loss: 0.1821 (0.1981) loss_rec_all: 0.2085 (0.2239) loss_rec_sfr: 0.2665 (0.2939) loss_cl: -0.2787 (-0.2788) time: 0.7453 data: 0.0001 max mem: 29860 [13:45:32.407367] Epoch: [154] [2900/2904] eta: 0:00:03 lr: 0.002267 loss: 0.1877 (0.1980) loss_rec_all: 0.2136 (0.2239) loss_rec_sfr: 0.2709 (0.2938) loss_cl: -0.2798 (-0.2788) time: 0.7453 data: 0.0001 max mem: 29860 [13:45:34.651155] Epoch: [154] [2903/2904] eta: 0:00:00 lr: 0.002267 loss: 0.1874 (0.1981) loss_rec_all: 0.2134 (0.2239) loss_rec_sfr: 0.2716 (0.2938) loss_cl: -0.2797 (-0.2788) time: 0.7452 data: 0.0001 max mem: 29860 [13:45:36.903163] Epoch: [154] Total time: 0:36:27 (0.7531 s / it) [13:45:36.910287] Averaged stats: lr: 0.002267 loss: 0.1874 (0.2008) loss_rec_all: 0.2134 (0.2243) loss_rec_sfr: 0.2716 (0.2946) loss_cl: -0.2797 (-0.2555) [13:45:36.915134] log_dir: ./checkpoint/VF2_ViT-B [13:45:54.198850] Epoch: [155] [ 0/2904] eta: 13:56:29 lr: 0.002267 loss: 0.1754 (0.1754) loss_rec_all: 0.2019 (0.2019) loss_rec_sfr: 0.2066 (0.2066) loss_cl: -0.2793 (-0.2793) time: 17.2829 data: 9.3410 max mem: 29860 [13:46:10.702683] Epoch: [155] [ 20/2904] eta: 1:17:19 lr: 0.002267 loss: 0.1887 (0.1927) loss_rec_all: 0.2151 (0.2188) loss_rec_sfr: 0.2414 (0.2630) loss_cl: -0.2795 (-0.2793) time: 0.8251 data: 0.0804 max mem: 29860 [13:46:25.624051] Epoch: [155] [ 40/2904] eta: 0:56:42 lr: 0.002267 loss: 0.1905 (0.1970) loss_rec_all: 0.2164 (0.2229) loss_rec_sfr: 0.2766 (0.2829) loss_cl: -0.2791 (-0.2791) time: 0.7460 data: 0.0002 max mem: 29860 [13:46:40.618562] Epoch: [155] [ 60/2904] eta: 0:49:29 lr: 0.002267 loss: 0.1881 (0.1956) loss_rec_all: 0.2142 (0.2216) loss_rec_sfr: 0.2602 (0.2813) loss_cl: -0.2789 (-0.2790) time: 0.7497 data: 0.0002 max mem: 29860 [13:46:55.751557] Epoch: [155] [ 80/2904] eta: 0:45:48 lr: 0.002267 loss: 0.1889 (0.1955) loss_rec_all: 0.2151 (0.2214) loss_rec_sfr: 0.2815 (0.2820) loss_cl: -0.2788 (-0.2789) time: 0.7566 data: 0.0003 max mem: 29860 [13:47:10.705796] Epoch: [155] [ 100/2904] eta: 0:43:23 lr: 0.002267 loss: 0.1979 (0.1979) loss_rec_all: 0.2235 (0.2238) loss_rec_sfr: 0.2745 (0.2877) loss_cl: -0.2787 (-0.2789) time: 0.7477 data: 0.0002 max mem: 29860 [13:47:25.685797] Epoch: [155] [ 120/2904] eta: 0:41:42 lr: 0.002267 loss: 0.1850 (0.1979) loss_rec_all: 0.2114 (0.2238) loss_rec_sfr: 0.2795 (0.2894) loss_cl: -0.2779 (-0.2787) time: 0.7489 data: 0.0002 max mem: 29860 [13:47:40.668190] Epoch: [155] [ 140/2904] eta: 0:40:25 lr: 0.002267 loss: 0.1861 (0.1984) loss_rec_all: 0.2122 (0.2242) loss_rec_sfr: 0.2784 (0.2920) loss_cl: -0.2782 (-0.2786) time: 0.7491 data: 0.0003 max mem: 29860 [13:47:55.645016] Epoch: [155] [ 160/2904] eta: 0:39:24 lr: 0.002267 loss: 0.1860 (0.1982) loss_rec_all: 0.2123 (0.2240) loss_rec_sfr: 0.2689 (0.2916) loss_cl: -0.2787 (-0.2787) time: 0.7488 data: 0.0002 max mem: 29860 [13:48:10.641414] Epoch: [155] [ 180/2904] eta: 0:38:33 lr: 0.002267 loss: 0.1865 (0.1982) loss_rec_all: 0.2127 (0.2241) loss_rec_sfr: 0.2877 (0.2935) loss_cl: -0.2791 (-0.2787) time: 0.7498 data: 0.0002 max mem: 29860 [13:48:25.622302] Epoch: [155] [ 200/2904] eta: 0:37:49 lr: 0.002267 loss: 0.1880 (0.1974) loss_rec_all: 0.2139 (0.2232) loss_rec_sfr: 0.2783 (0.2907) loss_cl: -0.2790 (-0.2787) time: 0.7490 data: 0.0002 max mem: 29860 [13:48:40.575109] Epoch: [155] [ 220/2904] eta: 0:37:10 lr: 0.002267 loss: 0.1842 (0.1978) loss_rec_all: 0.2104 (0.2236) loss_rec_sfr: 0.2787 (0.2931) loss_cl: -0.2792 (-0.2787) time: 0.7476 data: 0.0002 max mem: 29860 [13:48:55.527279] Epoch: [155] [ 240/2904] eta: 0:36:35 lr: 0.002267 loss: 0.1881 (0.1981) loss_rec_all: 0.2144 (0.2239) loss_rec_sfr: 0.2721 (0.2940) loss_cl: -0.2782 (-0.2787) time: 0.7476 data: 0.0002 max mem: 29860 [13:49:10.498547] Epoch: [155] [ 260/2904] eta: 0:36:03 lr: 0.002267 loss: 0.1825 (0.1973) loss_rec_all: 0.2083 (0.2231) loss_rec_sfr: 0.2785 (0.2927) loss_cl: -0.2796 (-0.2788) time: 0.7485 data: 0.0002 max mem: 29860 [13:49:25.483302] Epoch: [155] [ 280/2904] eta: 0:35:34 lr: 0.002267 loss: 0.1887 (0.1973) loss_rec_all: 0.2148 (0.2232) loss_rec_sfr: 0.2745 (0.2926) loss_cl: -0.2792 (-0.2788) time: 0.7492 data: 0.0002 max mem: 29860 [13:49:40.478054] Epoch: [155] [ 300/2904] eta: 0:35:06 lr: 0.002267 loss: 0.1877 (0.1975) loss_rec_all: 0.2140 (0.2233) loss_rec_sfr: 0.2784 (0.2934) loss_cl: -0.2782 (-0.2787) time: 0.7497 data: 0.0002 max mem: 29860 [13:49:55.450401] Epoch: [155] [ 320/2904] eta: 0:34:41 lr: 0.002267 loss: 0.1865 (0.1973) loss_rec_all: 0.2128 (0.2232) loss_rec_sfr: 0.2647 (0.2927) loss_cl: -0.2793 (-0.2787) time: 0.7486 data: 0.0002 max mem: 29860 [13:50:10.396291] Epoch: [155] [ 340/2904] eta: 0:34:16 lr: 0.002267 loss: 0.1857 (0.1972) loss_rec_all: 0.2123 (0.2230) loss_rec_sfr: 0.2754 (0.2924) loss_cl: -0.2788 (-0.2787) time: 0.7473 data: 0.0002 max mem: 29860 [13:50:25.320377] Epoch: [155] [ 360/2904] eta: 0:33:52 lr: 0.002267 loss: 0.1871 (0.1972) loss_rec_all: 0.2131 (0.2230) loss_rec_sfr: 0.2371 (0.2912) loss_cl: -0.2788 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [13:50:40.249349] Epoch: [155] [ 380/2904] eta: 0:33:29 lr: 0.002267 loss: 0.1852 (0.1966) loss_rec_all: 0.2117 (0.2225) loss_rec_sfr: 0.2642 (0.2890) loss_cl: -0.2790 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [13:50:55.165595] Epoch: [155] [ 400/2904] eta: 0:33:07 lr: 0.002267 loss: 0.1888 (0.1970) loss_rec_all: 0.2144 (0.2229) loss_rec_sfr: 0.2847 (0.2908) loss_cl: -0.2794 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [13:51:10.083088] Epoch: [155] [ 420/2904] eta: 0:32:45 lr: 0.002267 loss: 0.1868 (0.1969) loss_rec_all: 0.2127 (0.2228) loss_rec_sfr: 0.2745 (0.2908) loss_cl: -0.2783 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [13:51:25.001354] Epoch: [155] [ 440/2904] eta: 0:32:24 lr: 0.002267 loss: 0.1870 (0.1967) loss_rec_all: 0.2128 (0.2226) loss_rec_sfr: 0.2829 (0.2909) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [13:51:39.930955] Epoch: [155] [ 460/2904] eta: 0:32:04 lr: 0.002267 loss: 0.1844 (0.1966) loss_rec_all: 0.2104 (0.2225) loss_rec_sfr: 0.2694 (0.2906) loss_cl: -0.2779 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [13:51:54.855688] Epoch: [155] [ 480/2904] eta: 0:31:44 lr: 0.002267 loss: 0.1864 (0.1965) loss_rec_all: 0.2125 (0.2224) loss_rec_sfr: 0.2710 (0.2903) loss_cl: -0.2795 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [13:52:09.785498] Epoch: [155] [ 500/2904] eta: 0:31:25 lr: 0.002267 loss: 0.1867 (0.1964) loss_rec_all: 0.2128 (0.2223) loss_rec_sfr: 0.2656 (0.2901) loss_cl: -0.2796 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [13:52:24.714916] Epoch: [155] [ 520/2904] eta: 0:31:05 lr: 0.002267 loss: 0.1937 (0.1965) loss_rec_all: 0.2195 (0.2223) loss_rec_sfr: 0.2762 (0.2896) loss_cl: -0.2784 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [13:52:39.637716] Epoch: [155] [ 540/2904] eta: 0:30:47 lr: 0.002267 loss: 0.1876 (0.1963) loss_rec_all: 0.2136 (0.2222) loss_rec_sfr: 0.2529 (0.2891) loss_cl: -0.2787 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [13:52:54.564028] Epoch: [155] [ 560/2904] eta: 0:30:28 lr: 0.002267 loss: 0.1851 (0.1967) loss_rec_all: 0.2114 (0.2225) loss_rec_sfr: 0.2956 (0.2904) loss_cl: -0.2788 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [13:53:09.486998] Epoch: [155] [ 580/2904] eta: 0:30:10 lr: 0.002266 loss: 0.1864 (0.1966) loss_rec_all: 0.2127 (0.2225) loss_rec_sfr: 0.2400 (0.2897) loss_cl: -0.2786 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [13:53:24.406520] Epoch: [155] [ 600/2904] eta: 0:29:52 lr: 0.002266 loss: 0.1846 (0.1968) loss_rec_all: 0.2109 (0.2226) loss_rec_sfr: 0.2518 (0.2899) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [13:53:39.327619] Epoch: [155] [ 620/2904] eta: 0:29:34 lr: 0.002266 loss: 0.1894 (0.1969) loss_rec_all: 0.2157 (0.2228) loss_rec_sfr: 0.2646 (0.2900) loss_cl: -0.2791 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [13:53:54.249362] Epoch: [155] [ 640/2904] eta: 0:29:16 lr: 0.002266 loss: 0.1958 (0.1973) loss_rec_all: 0.2216 (0.2231) loss_rec_sfr: 0.2936 (0.2914) loss_cl: -0.2793 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [13:54:09.168866] Epoch: [155] [ 660/2904] eta: 0:28:58 lr: 0.002266 loss: 0.1868 (0.1972) loss_rec_all: 0.2133 (0.2230) loss_rec_sfr: 0.2724 (0.2912) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [13:54:24.089030] Epoch: [155] [ 680/2904] eta: 0:28:41 lr: 0.002266 loss: 0.1887 (0.1974) loss_rec_all: 0.2150 (0.2232) loss_rec_sfr: 0.2620 (0.2914) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [13:54:39.014150] Epoch: [155] [ 700/2904] eta: 0:28:24 lr: 0.002266 loss: 0.1851 (0.1973) loss_rec_all: 0.2111 (0.2231) loss_rec_sfr: 0.2702 (0.2912) loss_cl: -0.2778 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [13:54:53.939325] Epoch: [155] [ 720/2904] eta: 0:28:07 lr: 0.002266 loss: 0.1858 (0.1972) loss_rec_all: 0.2116 (0.2230) loss_rec_sfr: 0.2672 (0.2908) loss_cl: -0.2780 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [13:55:08.862529] Epoch: [155] [ 740/2904] eta: 0:27:50 lr: 0.002266 loss: 0.1879 (0.1971) loss_rec_all: 0.2142 (0.2230) loss_rec_sfr: 0.2658 (0.2905) loss_cl: -0.2784 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [13:55:23.789115] Epoch: [155] [ 760/2904] eta: 0:27:33 lr: 0.002266 loss: 0.1882 (0.1971) loss_rec_all: 0.2145 (0.2230) loss_rec_sfr: 0.2715 (0.2904) loss_cl: -0.2799 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [13:55:38.716715] Epoch: [155] [ 780/2904] eta: 0:27:16 lr: 0.002266 loss: 0.1873 (0.1969) loss_rec_all: 0.2132 (0.2227) loss_rec_sfr: 0.2756 (0.2897) loss_cl: -0.2790 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [13:55:53.655169] Epoch: [155] [ 800/2904] eta: 0:26:59 lr: 0.002266 loss: 0.1881 (0.1969) loss_rec_all: 0.2142 (0.2227) loss_rec_sfr: 0.2715 (0.2896) loss_cl: -0.2786 (-0.2788) time: 0.7469 data: 0.0002 max mem: 29860 [13:56:08.597759] Epoch: [155] [ 820/2904] eta: 0:26:43 lr: 0.002266 loss: 0.1895 (0.1969) loss_rec_all: 0.2156 (0.2227) loss_rec_sfr: 0.2763 (0.2897) loss_cl: -0.2788 (-0.2788) time: 0.7471 data: 0.0002 max mem: 29860 [13:56:23.549613] Epoch: [155] [ 840/2904] eta: 0:26:26 lr: 0.002266 loss: 0.1890 (0.1969) loss_rec_all: 0.2148 (0.2228) loss_rec_sfr: 0.2811 (0.2900) loss_cl: -0.2797 (-0.2788) time: 0.7476 data: 0.0003 max mem: 29860 [13:56:38.510168] Epoch: [155] [ 860/2904] eta: 0:26:10 lr: 0.002266 loss: 0.1878 (0.1970) loss_rec_all: 0.2135 (0.2228) loss_rec_sfr: 0.2810 (0.2905) loss_cl: -0.2792 (-0.2788) time: 0.7480 data: 0.0003 max mem: 29860 [13:56:53.453212] Epoch: [155] [ 880/2904] eta: 0:25:54 lr: 0.002266 loss: 0.1854 (0.1970) loss_rec_all: 0.2112 (0.2229) loss_rec_sfr: 0.2695 (0.2905) loss_cl: -0.2784 (-0.2788) time: 0.7471 data: 0.0003 max mem: 29860 [13:57:08.392266] Epoch: [155] [ 900/2904] eta: 0:25:37 lr: 0.002266 loss: 0.1865 (0.1969) loss_rec_all: 0.2129 (0.2228) loss_rec_sfr: 0.2763 (0.2901) loss_cl: -0.2794 (-0.2788) time: 0.7469 data: 0.0003 max mem: 29860 [13:57:23.334947] Epoch: [155] [ 920/2904] eta: 0:25:21 lr: 0.002266 loss: 0.1870 (0.1970) loss_rec_all: 0.2135 (0.2229) loss_rec_sfr: 0.2716 (0.2904) loss_cl: -0.2788 (-0.2788) time: 0.7471 data: 0.0003 max mem: 29860 [13:57:38.280377] Epoch: [155] [ 940/2904] eta: 0:25:05 lr: 0.002266 loss: 0.1866 (0.1970) loss_rec_all: 0.2126 (0.2228) loss_rec_sfr: 0.2660 (0.2904) loss_cl: -0.2800 (-0.2788) time: 0.7472 data: 0.0003 max mem: 29860 [13:57:53.233331] Epoch: [155] [ 960/2904] eta: 0:24:49 lr: 0.002266 loss: 0.1875 (0.1970) loss_rec_all: 0.2133 (0.2228) loss_rec_sfr: 0.2909 (0.2907) loss_cl: -0.2790 (-0.2788) time: 0.7476 data: 0.0003 max mem: 29860 [13:58:08.170934] Epoch: [155] [ 980/2904] eta: 0:24:33 lr: 0.002266 loss: 0.1931 (0.1970) loss_rec_all: 0.2190 (0.2229) loss_rec_sfr: 0.2853 (0.2908) loss_cl: -0.2786 (-0.2788) time: 0.7468 data: 0.0003 max mem: 29860 [13:58:23.120734] Epoch: [155] [1000/2904] eta: 0:24:17 lr: 0.002266 loss: 0.2129 (0.1975) loss_rec_all: 0.2386 (0.2233) loss_rec_sfr: 0.2939 (0.2912) loss_cl: -0.2785 (-0.2788) time: 0.7474 data: 0.0003 max mem: 29860 [13:58:38.064614] Epoch: [155] [1020/2904] eta: 0:24:01 lr: 0.002266 loss: 0.2070 (0.1979) loss_rec_all: 0.2327 (0.2237) loss_rec_sfr: 0.2916 (0.2917) loss_cl: -0.2780 (-0.2788) time: 0.7471 data: 0.0003 max mem: 29860 [13:58:53.011121] Epoch: [155] [1040/2904] eta: 0:23:45 lr: 0.002266 loss: 0.1934 (0.1981) loss_rec_all: 0.2191 (0.2239) loss_rec_sfr: 0.2858 (0.2920) loss_cl: -0.2785 (-0.2788) time: 0.7473 data: 0.0003 max mem: 29860 [13:59:07.969071] Epoch: [155] [1060/2904] eta: 0:23:29 lr: 0.002266 loss: 0.1932 (0.1983) loss_rec_all: 0.2189 (0.2241) loss_rec_sfr: 0.2765 (0.2925) loss_cl: -0.2787 (-0.2788) time: 0.7479 data: 0.0003 max mem: 29860 [13:59:22.920202] Epoch: [155] [1080/2904] eta: 0:23:13 lr: 0.002266 loss: 0.1897 (0.1983) loss_rec_all: 0.2162 (0.2241) loss_rec_sfr: 0.2350 (0.2922) loss_cl: -0.2791 (-0.2788) time: 0.7475 data: 0.0003 max mem: 29860 [13:59:37.886698] Epoch: [155] [1100/2904] eta: 0:22:57 lr: 0.002266 loss: 0.1856 (0.1983) loss_rec_all: 0.2121 (0.2241) loss_rec_sfr: 0.2686 (0.2920) loss_cl: -0.2789 (-0.2788) time: 0.7483 data: 0.0003 max mem: 29860 [13:59:52.844287] Epoch: [155] [1120/2904] eta: 0:22:42 lr: 0.002266 loss: 0.1885 (0.1983) loss_rec_all: 0.2142 (0.2241) loss_rec_sfr: 0.2783 (0.2922) loss_cl: -0.2785 (-0.2788) time: 0.7478 data: 0.0003 max mem: 29860 [14:00:07.791943] Epoch: [155] [1140/2904] eta: 0:22:26 lr: 0.002266 loss: 0.1887 (0.1983) loss_rec_all: 0.2146 (0.2241) loss_rec_sfr: 0.2719 (0.2922) loss_cl: -0.2781 (-0.2788) time: 0.7473 data: 0.0003 max mem: 29860 [14:00:22.746147] Epoch: [155] [1160/2904] eta: 0:22:10 lr: 0.002266 loss: 0.1885 (0.1982) loss_rec_all: 0.2146 (0.2240) loss_rec_sfr: 0.2624 (0.2917) loss_cl: -0.2787 (-0.2788) time: 0.7477 data: 0.0003 max mem: 29860 [14:00:37.680680] Epoch: [155] [1180/2904] eta: 0:21:54 lr: 0.002266 loss: 0.1877 (0.1983) loss_rec_all: 0.2138 (0.2241) loss_rec_sfr: 0.2884 (0.2923) loss_cl: -0.2795 (-0.2788) time: 0.7467 data: 0.0003 max mem: 29860 [14:00:52.621894] Epoch: [155] [1200/2904] eta: 0:21:39 lr: 0.002266 loss: 0.1859 (0.1982) loss_rec_all: 0.2122 (0.2240) loss_rec_sfr: 0.2715 (0.2921) loss_cl: -0.2796 (-0.2788) time: 0.7470 data: 0.0003 max mem: 29860 [14:01:07.582483] Epoch: [155] [1220/2904] eta: 0:21:23 lr: 0.002266 loss: 0.1885 (0.1984) loss_rec_all: 0.2152 (0.2242) loss_rec_sfr: 0.2757 (0.2926) loss_cl: -0.2785 (-0.2788) time: 0.7480 data: 0.0003 max mem: 29860 [14:01:22.546677] Epoch: [155] [1240/2904] eta: 0:21:07 lr: 0.002266 loss: 0.2068 (0.1987) loss_rec_all: 0.2326 (0.2245) loss_rec_sfr: 0.2908 (0.2937) loss_cl: -0.2788 (-0.2788) time: 0.7482 data: 0.0003 max mem: 29860 [14:01:37.508454] Epoch: [155] [1260/2904] eta: 0:20:52 lr: 0.002266 loss: 0.1878 (0.1988) loss_rec_all: 0.2142 (0.2246) loss_rec_sfr: 0.2687 (0.2940) loss_cl: -0.2795 (-0.2788) time: 0.7480 data: 0.0003 max mem: 29860 [14:01:52.462761] Epoch: [155] [1280/2904] eta: 0:20:36 lr: 0.002266 loss: 0.1879 (0.1987) loss_rec_all: 0.2142 (0.2245) loss_rec_sfr: 0.2688 (0.2936) loss_cl: -0.2790 (-0.2788) time: 0.7477 data: 0.0003 max mem: 29860 [14:02:07.420925] Epoch: [155] [1300/2904] eta: 0:20:21 lr: 0.002266 loss: 0.1882 (0.1987) loss_rec_all: 0.2141 (0.2245) loss_rec_sfr: 0.2889 (0.2941) loss_cl: -0.2783 (-0.2788) time: 0.7479 data: 0.0003 max mem: 29860 [14:02:22.370830] Epoch: [155] [1320/2904] eta: 0:20:05 lr: 0.002266 loss: 0.1877 (0.1988) loss_rec_all: 0.2135 (0.2246) loss_rec_sfr: 0.2871 (0.2944) loss_cl: -0.2782 (-0.2788) time: 0.7474 data: 0.0003 max mem: 29860 [14:02:37.322256] Epoch: [155] [1340/2904] eta: 0:19:50 lr: 0.002266 loss: 0.1939 (0.1988) loss_rec_all: 0.2197 (0.2247) loss_rec_sfr: 0.2858 (0.2947) loss_cl: -0.2792 (-0.2788) time: 0.7475 data: 0.0003 max mem: 29860 [14:02:52.256424] Epoch: [155] [1360/2904] eta: 0:19:34 lr: 0.002266 loss: 0.1879 (0.1989) loss_rec_all: 0.2138 (0.2247) loss_rec_sfr: 0.2719 (0.2949) loss_cl: -0.2786 (-0.2788) time: 0.7467 data: 0.0003 max mem: 29860 [14:03:07.182903] Epoch: [155] [1380/2904] eta: 0:19:18 lr: 0.002266 loss: 0.1858 (0.1989) loss_rec_all: 0.2118 (0.2247) loss_rec_sfr: 0.2769 (0.2950) loss_cl: -0.2786 (-0.2788) time: 0.7463 data: 0.0003 max mem: 29860 [14:03:22.113060] Epoch: [155] [1400/2904] eta: 0:19:03 lr: 0.002266 loss: 0.1913 (0.1989) loss_rec_all: 0.2170 (0.2247) loss_rec_sfr: 0.2810 (0.2949) loss_cl: -0.2787 (-0.2788) time: 0.7465 data: 0.0003 max mem: 29860 [14:03:37.035805] Epoch: [155] [1420/2904] eta: 0:18:47 lr: 0.002266 loss: 0.1876 (0.1988) loss_rec_all: 0.2135 (0.2246) loss_rec_sfr: 0.2775 (0.2947) loss_cl: -0.2791 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [14:03:51.958151] Epoch: [155] [1440/2904] eta: 0:18:32 lr: 0.002266 loss: 0.1895 (0.1989) loss_rec_all: 0.2153 (0.2247) loss_rec_sfr: 0.2871 (0.2951) loss_cl: -0.2787 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [14:04:06.894040] Epoch: [155] [1460/2904] eta: 0:18:16 lr: 0.002266 loss: 0.1898 (0.1988) loss_rec_all: 0.2158 (0.2246) loss_rec_sfr: 0.2585 (0.2946) loss_cl: -0.2794 (-0.2788) time: 0.7468 data: 0.0003 max mem: 29860 [14:04:21.815439] Epoch: [155] [1480/2904] eta: 0:18:01 lr: 0.002266 loss: 0.1850 (0.1987) loss_rec_all: 0.2115 (0.2245) loss_rec_sfr: 0.2589 (0.2942) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [14:04:36.747187] Epoch: [155] [1500/2904] eta: 0:17:46 lr: 0.002266 loss: 0.1875 (0.1987) loss_rec_all: 0.2134 (0.2245) loss_rec_sfr: 0.2686 (0.2941) loss_cl: -0.2786 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [14:04:51.694709] Epoch: [155] [1520/2904] eta: 0:17:30 lr: 0.002266 loss: 0.1861 (0.1987) loss_rec_all: 0.2124 (0.2245) loss_rec_sfr: 0.2769 (0.2941) loss_cl: -0.2789 (-0.2788) time: 0.7473 data: 0.0003 max mem: 29860 [14:05:06.636848] Epoch: [155] [1540/2904] eta: 0:17:15 lr: 0.002266 loss: 0.1897 (0.1986) loss_rec_all: 0.2158 (0.2245) loss_rec_sfr: 0.2706 (0.2940) loss_cl: -0.2797 (-0.2788) time: 0.7471 data: 0.0003 max mem: 29860 [14:05:21.578897] Epoch: [155] [1560/2904] eta: 0:16:59 lr: 0.002266 loss: 0.1888 (0.1988) loss_rec_all: 0.2150 (0.2246) loss_rec_sfr: 0.2743 (0.2943) loss_cl: -0.2792 (-0.2788) time: 0.7470 data: 0.0004 max mem: 29860 [14:05:36.519878] Epoch: [155] [1580/2904] eta: 0:16:44 lr: 0.002266 loss: 0.1887 (0.1988) loss_rec_all: 0.2149 (0.2246) loss_rec_sfr: 0.2807 (0.2943) loss_cl: -0.2785 (-0.2788) time: 0.7470 data: 0.0004 max mem: 29860 [14:05:51.490217] Epoch: [155] [1600/2904] eta: 0:16:29 lr: 0.002266 loss: 0.1990 (0.1989) loss_rec_all: 0.2248 (0.2247) loss_rec_sfr: 0.2717 (0.2948) loss_cl: -0.2777 (-0.2788) time: 0.7484 data: 0.0004 max mem: 29860 [14:06:06.434792] Epoch: [155] [1620/2904] eta: 0:16:13 lr: 0.002266 loss: 0.1858 (0.1989) loss_rec_all: 0.2120 (0.2247) loss_rec_sfr: 0.2365 (0.2946) loss_cl: -0.2784 (-0.2788) time: 0.7472 data: 0.0004 max mem: 29860 [14:06:21.380349] Epoch: [155] [1640/2904] eta: 0:15:58 lr: 0.002266 loss: 0.1982 (0.1991) loss_rec_all: 0.2238 (0.2249) loss_rec_sfr: 0.2893 (0.2952) loss_cl: -0.2796 (-0.2788) time: 0.7472 data: 0.0003 max mem: 29860 [14:06:36.320303] Epoch: [155] [1660/2904] eta: 0:15:43 lr: 0.002266 loss: 0.1861 (0.1990) loss_rec_all: 0.2123 (0.2248) loss_rec_sfr: 0.2553 (0.2949) loss_cl: -0.2784 (-0.2788) time: 0.7469 data: 0.0003 max mem: 29860 [14:06:51.255895] Epoch: [155] [1680/2904] eta: 0:15:27 lr: 0.002266 loss: 0.1889 (0.1990) loss_rec_all: 0.2149 (0.2248) loss_rec_sfr: 0.2818 (0.2950) loss_cl: -0.2787 (-0.2788) time: 0.7467 data: 0.0004 max mem: 29860 [14:07:06.194889] Epoch: [155] [1700/2904] eta: 0:15:12 lr: 0.002266 loss: 0.1898 (0.1990) loss_rec_all: 0.2158 (0.2248) loss_rec_sfr: 0.2756 (0.2951) loss_cl: -0.2783 (-0.2788) time: 0.7469 data: 0.0003 max mem: 29860 [14:07:21.308656] Epoch: [155] [1720/2904] eta: 0:14:57 lr: 0.002266 loss: 0.1892 (0.1990) loss_rec_all: 0.2154 (0.2248) loss_rec_sfr: 0.2796 (0.2950) loss_cl: -0.2784 (-0.2788) time: 0.7556 data: 0.0003 max mem: 29860 [14:07:36.234792] Epoch: [155] [1740/2904] eta: 0:14:42 lr: 0.002266 loss: 0.1867 (0.1989) loss_rec_all: 0.2127 (0.2247) loss_rec_sfr: 0.2722 (0.2947) loss_cl: -0.2785 (-0.2788) time: 0.7463 data: 0.0003 max mem: 29860 [14:07:51.169008] Epoch: [155] [1760/2904] eta: 0:14:26 lr: 0.002266 loss: 0.1881 (0.1989) loss_rec_all: 0.2145 (0.2247) loss_rec_sfr: 0.2410 (0.2945) loss_cl: -0.2793 (-0.2788) time: 0.7467 data: 0.0003 max mem: 29860 [14:08:06.105052] Epoch: [155] [1780/2904] eta: 0:14:11 lr: 0.002266 loss: 0.1869 (0.1990) loss_rec_all: 0.2127 (0.2248) loss_rec_sfr: 0.2809 (0.2949) loss_cl: -0.2798 (-0.2788) time: 0.7468 data: 0.0003 max mem: 29860 [14:08:21.042074] Epoch: [155] [1800/2904] eta: 0:13:56 lr: 0.002266 loss: 0.1894 (0.1989) loss_rec_all: 0.2154 (0.2247) loss_rec_sfr: 0.2676 (0.2947) loss_cl: -0.2792 (-0.2788) time: 0.7468 data: 0.0003 max mem: 29860 [14:08:35.987548] Epoch: [155] [1820/2904] eta: 0:13:40 lr: 0.002266 loss: 0.1893 (0.1989) loss_rec_all: 0.2156 (0.2248) loss_rec_sfr: 0.2755 (0.2948) loss_cl: -0.2796 (-0.2788) time: 0.7472 data: 0.0003 max mem: 29860 [14:08:50.928573] Epoch: [155] [1840/2904] eta: 0:13:25 lr: 0.002266 loss: 0.1856 (0.1989) loss_rec_all: 0.2115 (0.2248) loss_rec_sfr: 0.2857 (0.2949) loss_cl: -0.2785 (-0.2788) time: 0.7470 data: 0.0003 max mem: 29860 [14:09:05.869793] Epoch: [155] [1860/2904] eta: 0:13:10 lr: 0.002265 loss: 0.1917 (0.1990) loss_rec_all: 0.2181 (0.2248) loss_rec_sfr: 0.2819 (0.2952) loss_cl: -0.2784 (-0.2788) time: 0.7470 data: 0.0003 max mem: 29860 [14:09:20.812162] Epoch: [155] [1880/2904] eta: 0:12:55 lr: 0.002265 loss: 0.1904 (0.1990) loss_rec_all: 0.2165 (0.2248) loss_rec_sfr: 0.2868 (0.2954) loss_cl: -0.2785 (-0.2788) time: 0.7471 data: 0.0003 max mem: 29860 [14:09:35.753081] Epoch: [155] [1900/2904] eta: 0:12:39 lr: 0.002265 loss: 0.1853 (0.1989) loss_rec_all: 0.2113 (0.2247) loss_rec_sfr: 0.2505 (0.2951) loss_cl: -0.2792 (-0.2788) time: 0.7470 data: 0.0003 max mem: 29860 [14:09:50.698365] Epoch: [155] [1920/2904] eta: 0:12:24 lr: 0.002265 loss: 0.1897 (0.1989) loss_rec_all: 0.2158 (0.2247) loss_rec_sfr: 0.2752 (0.2951) loss_cl: -0.2787 (-0.2788) time: 0.7472 data: 0.0003 max mem: 29860 [14:10:05.657313] Epoch: [155] [1940/2904] eta: 0:12:09 lr: 0.002265 loss: 0.1890 (0.1989) loss_rec_all: 0.2149 (0.2247) loss_rec_sfr: 0.2871 (0.2953) loss_cl: -0.2789 (-0.2788) time: 0.7479 data: 0.0003 max mem: 29860 [14:10:20.618678] Epoch: [155] [1960/2904] eta: 0:11:54 lr: 0.002265 loss: 0.1917 (0.1990) loss_rec_all: 0.2176 (0.2248) loss_rec_sfr: 0.2818 (0.2956) loss_cl: -0.2787 (-0.2788) time: 0.7480 data: 0.0004 max mem: 29860 [14:10:35.577551] Epoch: [155] [1980/2904] eta: 0:11:38 lr: 0.002265 loss: 0.1888 (0.1990) loss_rec_all: 0.2149 (0.2248) loss_rec_sfr: 0.2758 (0.2957) loss_cl: -0.2787 (-0.2788) time: 0.7479 data: 0.0004 max mem: 29860 [14:10:50.531675] Epoch: [155] [2000/2904] eta: 0:11:23 lr: 0.002265 loss: 0.1919 (0.1991) loss_rec_all: 0.2177 (0.2249) loss_rec_sfr: 0.2699 (0.2957) loss_cl: -0.2788 (-0.2788) time: 0.7477 data: 0.0004 max mem: 29860 [14:11:05.458994] Epoch: [155] [2020/2904] eta: 0:11:08 lr: 0.002265 loss: 0.1880 (0.1991) loss_rec_all: 0.2144 (0.2249) loss_rec_sfr: 0.2731 (0.2957) loss_cl: -0.2783 (-0.2788) time: 0.7463 data: 0.0003 max mem: 29860 [14:11:20.374007] Epoch: [155] [2040/2904] eta: 0:10:53 lr: 0.002265 loss: 0.1854 (0.1990) loss_rec_all: 0.2112 (0.2248) loss_rec_sfr: 0.2828 (0.2956) loss_cl: -0.2794 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [14:11:35.283067] Epoch: [155] [2060/2904] eta: 0:10:38 lr: 0.002265 loss: 0.1878 (0.1989) loss_rec_all: 0.2137 (0.2248) loss_rec_sfr: 0.2843 (0.2955) loss_cl: -0.2792 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [14:11:50.190804] Epoch: [155] [2080/2904] eta: 0:10:22 lr: 0.002265 loss: 0.1940 (0.1990) loss_rec_all: 0.2197 (0.2248) loss_rec_sfr: 0.2784 (0.2955) loss_cl: -0.2787 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [14:12:05.094412] Epoch: [155] [2100/2904] eta: 0:10:07 lr: 0.002265 loss: 0.1874 (0.1990) loss_rec_all: 0.2135 (0.2248) loss_rec_sfr: 0.2842 (0.2958) loss_cl: -0.2800 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [14:12:20.018021] Epoch: [155] [2120/2904] eta: 0:09:52 lr: 0.002265 loss: 0.1876 (0.1990) loss_rec_all: 0.2139 (0.2248) loss_rec_sfr: 0.2675 (0.2957) loss_cl: -0.2781 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [14:12:34.931306] Epoch: [155] [2140/2904] eta: 0:09:37 lr: 0.002265 loss: 0.1868 (0.1991) loss_rec_all: 0.2133 (0.2249) loss_rec_sfr: 0.2785 (0.2959) loss_cl: -0.2783 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [14:12:49.840932] Epoch: [155] [2160/2904] eta: 0:09:22 lr: 0.002265 loss: 0.1932 (0.1991) loss_rec_all: 0.2192 (0.2249) loss_rec_sfr: 0.2728 (0.2961) loss_cl: -0.2787 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [14:13:04.753341] Epoch: [155] [2180/2904] eta: 0:09:06 lr: 0.002265 loss: 0.1870 (0.1991) loss_rec_all: 0.2131 (0.2249) loss_rec_sfr: 0.2526 (0.2959) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [14:13:19.661345] Epoch: [155] [2200/2904] eta: 0:08:51 lr: 0.002265 loss: 0.1865 (0.1991) loss_rec_all: 0.2123 (0.2249) loss_rec_sfr: 0.2668 (0.2957) loss_cl: -0.2789 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [14:13:34.568002] Epoch: [155] [2220/2904] eta: 0:08:36 lr: 0.002265 loss: 0.1842 (0.1990) loss_rec_all: 0.2106 (0.2248) loss_rec_sfr: 0.2736 (0.2956) loss_cl: -0.2787 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [14:13:49.480329] Epoch: [155] [2240/2904] eta: 0:08:21 lr: 0.002265 loss: 0.1847 (0.1989) loss_rec_all: 0.2107 (0.2247) loss_rec_sfr: 0.2658 (0.2954) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [14:14:04.387521] Epoch: [155] [2260/2904] eta: 0:08:06 lr: 0.002265 loss: 0.1899 (0.1989) loss_rec_all: 0.2155 (0.2247) loss_rec_sfr: 0.2822 (0.2956) loss_cl: -0.2786 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [14:14:19.294133] Epoch: [155] [2280/2904] eta: 0:07:51 lr: 0.002265 loss: 0.1878 (0.1989) loss_rec_all: 0.2139 (0.2247) loss_rec_sfr: 0.2512 (0.2955) loss_cl: -0.2791 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [14:14:34.204708] Epoch: [155] [2300/2904] eta: 0:07:36 lr: 0.002265 loss: 0.1890 (0.1989) loss_rec_all: 0.2148 (0.2247) loss_rec_sfr: 0.2754 (0.2954) loss_cl: -0.2792 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [14:14:49.116824] Epoch: [155] [2320/2904] eta: 0:07:20 lr: 0.002265 loss: 0.1872 (0.1989) loss_rec_all: 0.2131 (0.2247) loss_rec_sfr: 0.2896 (0.2957) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [14:15:04.038962] Epoch: [155] [2340/2904] eta: 0:07:05 lr: 0.002265 loss: 0.1869 (0.1989) loss_rec_all: 0.2130 (0.2247) loss_rec_sfr: 0.2692 (0.2956) loss_cl: -0.2790 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [14:15:18.967723] Epoch: [155] [2360/2904] eta: 0:06:50 lr: 0.002265 loss: 0.1922 (0.1989) loss_rec_all: 0.2178 (0.2247) loss_rec_sfr: 0.2736 (0.2956) loss_cl: -0.2789 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [14:15:33.882184] Epoch: [155] [2380/2904] eta: 0:06:35 lr: 0.002265 loss: 0.1997 (0.1990) loss_rec_all: 0.2257 (0.2248) loss_rec_sfr: 0.2791 (0.2960) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [14:15:48.788979] Epoch: [155] [2400/2904] eta: 0:06:20 lr: 0.002265 loss: 0.1858 (0.1990) loss_rec_all: 0.2117 (0.2248) loss_rec_sfr: 0.2499 (0.2957) loss_cl: -0.2794 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [14:16:03.694049] Epoch: [155] [2420/2904] eta: 0:06:05 lr: 0.002265 loss: 0.1898 (0.1990) loss_rec_all: 0.2154 (0.2248) loss_rec_sfr: 0.2646 (0.2958) loss_cl: -0.2782 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [14:16:18.601490] Epoch: [155] [2440/2904] eta: 0:05:50 lr: 0.002265 loss: 0.1885 (0.1989) loss_rec_all: 0.2142 (0.2248) loss_rec_sfr: 0.2737 (0.2956) loss_cl: -0.2781 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [14:16:33.513796] Epoch: [155] [2460/2904] eta: 0:05:34 lr: 0.002265 loss: 0.1877 (0.1990) loss_rec_all: 0.2140 (0.2248) loss_rec_sfr: 0.2696 (0.2956) loss_cl: -0.2782 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [14:16:48.424682] Epoch: [155] [2480/2904] eta: 0:05:19 lr: 0.002265 loss: 0.1894 (0.1990) loss_rec_all: 0.2152 (0.2248) loss_rec_sfr: 0.2829 (0.2958) loss_cl: -0.2794 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [14:17:03.334680] Epoch: [155] [2500/2904] eta: 0:05:04 lr: 0.002265 loss: 0.1878 (0.1989) loss_rec_all: 0.2136 (0.2248) loss_rec_sfr: 0.2692 (0.2958) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [14:17:18.239844] Epoch: [155] [2520/2904] eta: 0:04:49 lr: 0.002265 loss: 0.1885 (0.1989) loss_rec_all: 0.2143 (0.2247) loss_rec_sfr: 0.2697 (0.2957) loss_cl: -0.2782 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [14:17:33.144817] Epoch: [155] [2540/2904] eta: 0:04:34 lr: 0.002265 loss: 0.1899 (0.1989) loss_rec_all: 0.2159 (0.2247) loss_rec_sfr: 0.2796 (0.2957) loss_cl: -0.2789 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [14:17:48.047960] Epoch: [155] [2560/2904] eta: 0:04:19 lr: 0.002265 loss: 0.1918 (0.1989) loss_rec_all: 0.2179 (0.2248) loss_rec_sfr: 0.2723 (0.2958) loss_cl: -0.2801 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [14:18:02.954473] Epoch: [155] [2580/2904] eta: 0:04:04 lr: 0.002265 loss: 0.1855 (0.1989) loss_rec_all: 0.2117 (0.2248) loss_rec_sfr: 0.2727 (0.2958) loss_cl: -0.2795 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [14:18:17.867279] Epoch: [155] [2600/2904] eta: 0:03:49 lr: 0.002265 loss: 0.1856 (0.1990) loss_rec_all: 0.2114 (0.2248) loss_rec_sfr: 0.2650 (0.2959) loss_cl: -0.2782 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [14:18:32.785379] Epoch: [155] [2620/2904] eta: 0:03:34 lr: 0.002265 loss: 0.1884 (0.1990) loss_rec_all: 0.2146 (0.2248) loss_rec_sfr: 0.2678 (0.2959) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [14:18:47.700022] Epoch: [155] [2640/2904] eta: 0:03:18 lr: 0.002265 loss: 0.1859 (0.1990) loss_rec_all: 0.2122 (0.2248) loss_rec_sfr: 0.2778 (0.2960) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [14:19:02.612388] Epoch: [155] [2660/2904] eta: 0:03:03 lr: 0.002265 loss: 0.1912 (0.1990) loss_rec_all: 0.2171 (0.2248) loss_rec_sfr: 0.2703 (0.2960) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [14:19:17.521860] Epoch: [155] [2680/2904] eta: 0:02:48 lr: 0.002265 loss: 0.1930 (0.1991) loss_rec_all: 0.2187 (0.2249) loss_rec_sfr: 0.2744 (0.2963) loss_cl: -0.2792 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [14:19:32.436960] Epoch: [155] [2700/2904] eta: 0:02:33 lr: 0.002265 loss: 0.1862 (0.1991) loss_rec_all: 0.2121 (0.2249) loss_rec_sfr: 0.2789 (0.2964) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [14:19:47.353239] Epoch: [155] [2720/2904] eta: 0:02:18 lr: 0.002265 loss: 0.1900 (0.1992) loss_rec_all: 0.2158 (0.2250) loss_rec_sfr: 0.2797 (0.2965) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [14:20:02.261114] Epoch: [155] [2740/2904] eta: 0:02:03 lr: 0.002265 loss: 0.1877 (0.1991) loss_rec_all: 0.2136 (0.2250) loss_rec_sfr: 0.2696 (0.2964) loss_cl: -0.2784 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [14:20:17.174607] Epoch: [155] [2760/2904] eta: 0:01:48 lr: 0.002265 loss: 0.1869 (0.1991) loss_rec_all: 0.2131 (0.2249) loss_rec_sfr: 0.2782 (0.2963) loss_cl: -0.2780 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [14:20:32.084277] Epoch: [155] [2780/2904] eta: 0:01:33 lr: 0.002265 loss: 0.1871 (0.1991) loss_rec_all: 0.2135 (0.2249) loss_rec_sfr: 0.2695 (0.2963) loss_cl: -0.2798 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [14:20:46.995968] Epoch: [155] [2800/2904] eta: 0:01:18 lr: 0.002265 loss: 0.1875 (0.1991) loss_rec_all: 0.2133 (0.2249) loss_rec_sfr: 0.2667 (0.2963) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [14:21:01.915325] Epoch: [155] [2820/2904] eta: 0:01:03 lr: 0.002265 loss: 0.1914 (0.1991) loss_rec_all: 0.2172 (0.2249) loss_rec_sfr: 0.2686 (0.2962) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [14:21:16.910786] Epoch: [155] [2840/2904] eta: 0:00:48 lr: 0.002265 loss: 0.1947 (0.1992) loss_rec_all: 0.2209 (0.2250) loss_rec_sfr: 0.2734 (0.2964) loss_cl: -0.2784 (-0.2788) time: 0.7497 data: 0.0024 max mem: 29860 [14:21:31.807824] Epoch: [155] [2860/2904] eta: 0:00:33 lr: 0.002265 loss: 0.1861 (0.1992) loss_rec_all: 0.2123 (0.2250) loss_rec_sfr: 0.2748 (0.2963) loss_cl: -0.2792 (-0.2788) time: 0.7448 data: 0.0001 max mem: 29860 [14:21:46.700464] Epoch: [155] [2880/2904] eta: 0:00:18 lr: 0.002265 loss: 0.1915 (0.1992) loss_rec_all: 0.2175 (0.2250) loss_rec_sfr: 0.2703 (0.2963) loss_cl: -0.2791 (-0.2788) time: 0.7446 data: 0.0001 max mem: 29860 [14:22:01.603753] Epoch: [155] [2900/2904] eta: 0:00:03 lr: 0.002265 loss: 0.1887 (0.1991) loss_rec_all: 0.2151 (0.2249) loss_rec_sfr: 0.2620 (0.2961) loss_cl: -0.2785 (-0.2788) time: 0.7451 data: 0.0001 max mem: 29860 [14:22:03.845229] Epoch: [155] [2903/2904] eta: 0:00:00 lr: 0.002265 loss: 0.1931 (0.1991) loss_rec_all: 0.2191 (0.2249) loss_rec_sfr: 0.2659 (0.2961) loss_cl: -0.2785 (-0.2788) time: 0.7452 data: 0.0001 max mem: 29860 [14:22:06.139286] Epoch: [155] Total time: 0:36:29 (0.7539 s / it) [14:22:06.161321] Averaged stats: lr: 0.002265 loss: 0.1931 (0.2009) loss_rec_all: 0.2191 (0.2244) loss_rec_sfr: 0.2659 (0.2943) loss_cl: -0.2785 (-0.2555) [14:22:06.167105] log_dir: ./checkpoint/VF2_ViT-B [14:22:26.170567] Epoch: [156] [ 0/2904] eta: 16:08:07 lr: 0.002265 loss: 0.1834 (0.1834) loss_rec_all: 0.2091 (0.2091) loss_rec_sfr: 0.2877 (0.2877) loss_cl: -0.2774 (-0.2774) time: 20.0026 data: 16.4123 max mem: 29860 [14:22:42.762784] Epoch: [156] [ 20/2904] eta: 1:23:45 lr: 0.002265 loss: 0.1846 (0.1893) loss_rec_all: 0.2108 (0.2154) loss_rec_sfr: 0.2648 (0.2653) loss_cl: -0.2794 (-0.2794) time: 0.8296 data: 0.0837 max mem: 29860 [14:22:57.671156] Epoch: [156] [ 40/2904] eta: 0:59:57 lr: 0.002265 loss: 0.1861 (0.1921) loss_rec_all: 0.2121 (0.2181) loss_rec_sfr: 0.2623 (0.2759) loss_cl: -0.2796 (-0.2793) time: 0.7454 data: 0.0003 max mem: 29860 [14:23:12.569308] Epoch: [156] [ 60/2904] eta: 0:51:35 lr: 0.002265 loss: 0.1883 (0.1914) loss_rec_all: 0.2144 (0.2173) loss_rec_sfr: 0.2706 (0.2753) loss_cl: -0.2790 (-0.2791) time: 0.7449 data: 0.0003 max mem: 29860 [14:23:27.688125] Epoch: [156] [ 80/2904] eta: 0:47:21 lr: 0.002265 loss: 0.1896 (0.1922) loss_rec_all: 0.2154 (0.2181) loss_rec_sfr: 0.2645 (0.2761) loss_cl: -0.2777 (-0.2787) time: 0.7559 data: 0.0002 max mem: 29860 [14:23:42.579616] Epoch: [156] [ 100/2904] eta: 0:44:36 lr: 0.002265 loss: 0.1867 (0.1936) loss_rec_all: 0.2125 (0.2195) loss_rec_sfr: 0.2876 (0.2844) loss_cl: -0.2793 (-0.2788) time: 0.7445 data: 0.0003 max mem: 29860 [14:23:57.656387] Epoch: [156] [ 120/2904] eta: 0:42:45 lr: 0.002265 loss: 0.1894 (0.1968) loss_rec_all: 0.2152 (0.2226) loss_rec_sfr: 0.2968 (0.2947) loss_cl: -0.2789 (-0.2788) time: 0.7538 data: 0.0004 max mem: 29860 [14:24:12.562338] Epoch: [156] [ 140/2904] eta: 0:41:17 lr: 0.002265 loss: 0.1908 (0.1977) loss_rec_all: 0.2167 (0.2235) loss_rec_sfr: 0.2762 (0.2972) loss_cl: -0.2783 (-0.2787) time: 0.7452 data: 0.0002 max mem: 29860 [14:24:27.508767] Epoch: [156] [ 160/2904] eta: 0:40:08 lr: 0.002265 loss: 0.1962 (0.1986) loss_rec_all: 0.2220 (0.2244) loss_rec_sfr: 0.2830 (0.3003) loss_cl: -0.2781 (-0.2787) time: 0.7473 data: 0.0003 max mem: 29860 [14:24:42.423013] Epoch: [156] [ 180/2904] eta: 0:39:11 lr: 0.002265 loss: 0.1887 (0.1986) loss_rec_all: 0.2142 (0.2244) loss_rec_sfr: 0.2642 (0.2995) loss_cl: -0.2781 (-0.2786) time: 0.7456 data: 0.0004 max mem: 29860 [14:24:57.333229] Epoch: [156] [ 200/2904] eta: 0:38:22 lr: 0.002265 loss: 0.1875 (0.1987) loss_rec_all: 0.2137 (0.2244) loss_rec_sfr: 0.2804 (0.2992) loss_cl: -0.2786 (-0.2786) time: 0.7454 data: 0.0003 max mem: 29860 [14:25:12.244456] Epoch: [156] [ 220/2904] eta: 0:37:39 lr: 0.002264 loss: 0.1873 (0.1983) loss_rec_all: 0.2134 (0.2241) loss_rec_sfr: 0.2586 (0.2964) loss_cl: -0.2786 (-0.2786) time: 0.7455 data: 0.0004 max mem: 29860 [14:25:27.177494] Epoch: [156] [ 240/2904] eta: 0:37:01 lr: 0.002264 loss: 0.1877 (0.1990) loss_rec_all: 0.2138 (0.2247) loss_rec_sfr: 0.2833 (0.2988) loss_cl: -0.2788 (-0.2786) time: 0.7466 data: 0.0004 max mem: 29860 [14:25:42.120922] Epoch: [156] [ 260/2904] eta: 0:36:27 lr: 0.002264 loss: 0.1897 (0.1988) loss_rec_all: 0.2158 (0.2246) loss_rec_sfr: 0.2597 (0.2974) loss_cl: -0.2788 (-0.2786) time: 0.7471 data: 0.0003 max mem: 29860 [14:25:57.053461] Epoch: [156] [ 280/2904] eta: 0:35:55 lr: 0.002264 loss: 0.1866 (0.1984) loss_rec_all: 0.2129 (0.2242) loss_rec_sfr: 0.2707 (0.2962) loss_cl: -0.2787 (-0.2786) time: 0.7466 data: 0.0003 max mem: 29860 [14:26:11.983519] Epoch: [156] [ 300/2904] eta: 0:35:26 lr: 0.002264 loss: 0.1894 (0.1983) loss_rec_all: 0.2154 (0.2241) loss_rec_sfr: 0.2759 (0.2966) loss_cl: -0.2791 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [14:26:26.909013] Epoch: [156] [ 320/2904] eta: 0:34:58 lr: 0.002264 loss: 0.1873 (0.1985) loss_rec_all: 0.2133 (0.2243) loss_rec_sfr: 0.2651 (0.2968) loss_cl: -0.2794 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [14:26:41.837017] Epoch: [156] [ 340/2904] eta: 0:34:32 lr: 0.002264 loss: 0.1884 (0.1984) loss_rec_all: 0.2143 (0.2242) loss_rec_sfr: 0.2840 (0.2968) loss_cl: -0.2788 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [14:26:56.758757] Epoch: [156] [ 360/2904] eta: 0:34:07 lr: 0.002264 loss: 0.1860 (0.1980) loss_rec_all: 0.2120 (0.2238) loss_rec_sfr: 0.2402 (0.2946) loss_cl: -0.2786 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [14:27:11.676411] Epoch: [156] [ 380/2904] eta: 0:33:43 lr: 0.002264 loss: 0.1892 (0.1977) loss_rec_all: 0.2154 (0.2236) loss_rec_sfr: 0.2556 (0.2934) loss_cl: -0.2791 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [14:27:26.602490] Epoch: [156] [ 400/2904] eta: 0:33:20 lr: 0.002264 loss: 0.1838 (0.1979) loss_rec_all: 0.2101 (0.2237) loss_rec_sfr: 0.2767 (0.2940) loss_cl: -0.2787 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [14:27:41.515406] Epoch: [156] [ 420/2904] eta: 0:32:58 lr: 0.002264 loss: 0.1917 (0.1981) loss_rec_all: 0.2177 (0.2239) loss_rec_sfr: 0.2830 (0.2944) loss_cl: -0.2794 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [14:27:56.428553] Epoch: [156] [ 440/2904] eta: 0:32:36 lr: 0.002264 loss: 0.1862 (0.1979) loss_rec_all: 0.2121 (0.2237) loss_rec_sfr: 0.2368 (0.2931) loss_cl: -0.2792 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [14:28:11.343071] Epoch: [156] [ 460/2904] eta: 0:32:15 lr: 0.002264 loss: 0.1875 (0.1976) loss_rec_all: 0.2134 (0.2235) loss_rec_sfr: 0.2703 (0.2926) loss_cl: -0.2790 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [14:28:26.260167] Epoch: [156] [ 480/2904] eta: 0:31:55 lr: 0.002264 loss: 0.1864 (0.1978) loss_rec_all: 0.2125 (0.2236) loss_rec_sfr: 0.2713 (0.2931) loss_cl: -0.2786 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [14:28:41.173870] Epoch: [156] [ 500/2904] eta: 0:31:35 lr: 0.002264 loss: 0.1898 (0.1980) loss_rec_all: 0.2163 (0.2238) loss_rec_sfr: 0.2752 (0.2937) loss_cl: -0.2796 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [14:28:56.086338] Epoch: [156] [ 520/2904] eta: 0:31:15 lr: 0.002264 loss: 0.1849 (0.1978) loss_rec_all: 0.2111 (0.2236) loss_rec_sfr: 0.2671 (0.2930) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [14:29:11.007339] Epoch: [156] [ 540/2904] eta: 0:30:56 lr: 0.002264 loss: 0.1884 (0.1977) loss_rec_all: 0.2142 (0.2235) loss_rec_sfr: 0.2779 (0.2928) loss_cl: -0.2783 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [14:29:25.924189] Epoch: [156] [ 560/2904] eta: 0:30:37 lr: 0.002264 loss: 0.1852 (0.1975) loss_rec_all: 0.2112 (0.2233) loss_rec_sfr: 0.2802 (0.2925) loss_cl: -0.2795 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [14:29:40.840368] Epoch: [156] [ 580/2904] eta: 0:30:18 lr: 0.002264 loss: 0.1925 (0.1978) loss_rec_all: 0.2185 (0.2236) loss_rec_sfr: 0.2819 (0.2935) loss_cl: -0.2793 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [14:29:55.755580] Epoch: [156] [ 600/2904] eta: 0:30:00 lr: 0.002264 loss: 0.1857 (0.1978) loss_rec_all: 0.2120 (0.2236) loss_rec_sfr: 0.2642 (0.2934) loss_cl: -0.2784 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [14:30:10.695640] Epoch: [156] [ 620/2904] eta: 0:29:41 lr: 0.002264 loss: 0.1860 (0.1975) loss_rec_all: 0.2122 (0.2233) loss_rec_sfr: 0.2434 (0.2922) loss_cl: -0.2785 (-0.2787) time: 0.7469 data: 0.0003 max mem: 29860 [14:30:25.616451] Epoch: [156] [ 640/2904] eta: 0:29:23 lr: 0.002264 loss: 0.1862 (0.1973) loss_rec_all: 0.2121 (0.2232) loss_rec_sfr: 0.2725 (0.2918) loss_cl: -0.2793 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [14:30:40.529386] Epoch: [156] [ 660/2904] eta: 0:29:06 lr: 0.002264 loss: 0.1886 (0.1972) loss_rec_all: 0.2145 (0.2230) loss_rec_sfr: 0.2692 (0.2911) loss_cl: -0.2784 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [14:30:55.450620] Epoch: [156] [ 680/2904] eta: 0:28:48 lr: 0.002264 loss: 0.1864 (0.1971) loss_rec_all: 0.2122 (0.2230) loss_rec_sfr: 0.2768 (0.2909) loss_cl: -0.2789 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [14:31:10.366166] Epoch: [156] [ 700/2904] eta: 0:28:30 lr: 0.002264 loss: 0.1872 (0.1972) loss_rec_all: 0.2133 (0.2230) loss_rec_sfr: 0.2626 (0.2909) loss_cl: -0.2795 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [14:31:25.309172] Epoch: [156] [ 720/2904] eta: 0:28:13 lr: 0.002264 loss: 0.1892 (0.1973) loss_rec_all: 0.2152 (0.2231) loss_rec_sfr: 0.2720 (0.2911) loss_cl: -0.2789 (-0.2788) time: 0.7471 data: 0.0002 max mem: 29860 [14:31:40.235801] Epoch: [156] [ 740/2904] eta: 0:27:56 lr: 0.002264 loss: 0.1874 (0.1975) loss_rec_all: 0.2131 (0.2233) loss_rec_sfr: 0.2874 (0.2921) loss_cl: -0.2776 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [14:31:55.150532] Epoch: [156] [ 760/2904] eta: 0:27:39 lr: 0.002264 loss: 0.1899 (0.1974) loss_rec_all: 0.2161 (0.2233) loss_rec_sfr: 0.2705 (0.2919) loss_cl: -0.2783 (-0.2787) time: 0.7457 data: 0.0003 max mem: 29860 [14:32:10.060061] Epoch: [156] [ 780/2904] eta: 0:27:22 lr: 0.002264 loss: 0.1888 (0.1976) loss_rec_all: 0.2149 (0.2234) loss_rec_sfr: 0.2758 (0.2928) loss_cl: -0.2800 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [14:32:24.978974] Epoch: [156] [ 800/2904] eta: 0:27:05 lr: 0.002264 loss: 0.1892 (0.1978) loss_rec_all: 0.2154 (0.2236) loss_rec_sfr: 0.2783 (0.2935) loss_cl: -0.2794 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [14:32:39.894268] Epoch: [156] [ 820/2904] eta: 0:26:48 lr: 0.002264 loss: 0.1891 (0.1977) loss_rec_all: 0.2151 (0.2235) loss_rec_sfr: 0.2668 (0.2931) loss_cl: -0.2777 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [14:32:54.819732] Epoch: [156] [ 840/2904] eta: 0:26:31 lr: 0.002264 loss: 0.1911 (0.1978) loss_rec_all: 0.2170 (0.2236) loss_rec_sfr: 0.2746 (0.2935) loss_cl: -0.2783 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [14:33:09.742063] Epoch: [156] [ 860/2904] eta: 0:26:15 lr: 0.002264 loss: 0.1846 (0.1978) loss_rec_all: 0.2108 (0.2236) loss_rec_sfr: 0.2402 (0.2933) loss_cl: -0.2783 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [14:33:24.686831] Epoch: [156] [ 880/2904] eta: 0:25:58 lr: 0.002264 loss: 0.1868 (0.1977) loss_rec_all: 0.2126 (0.2235) loss_rec_sfr: 0.2638 (0.2926) loss_cl: -0.2788 (-0.2787) time: 0.7472 data: 0.0002 max mem: 29860 [14:33:39.614676] Epoch: [156] [ 900/2904] eta: 0:25:42 lr: 0.002264 loss: 0.1864 (0.1975) loss_rec_all: 0.2124 (0.2234) loss_rec_sfr: 0.2600 (0.2922) loss_cl: -0.2798 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [14:33:54.559073] Epoch: [156] [ 920/2904] eta: 0:25:25 lr: 0.002264 loss: 0.1883 (0.1975) loss_rec_all: 0.2147 (0.2233) loss_rec_sfr: 0.2701 (0.2921) loss_cl: -0.2796 (-0.2788) time: 0.7472 data: 0.0002 max mem: 29860 [14:34:09.481594] Epoch: [156] [ 940/2904] eta: 0:25:09 lr: 0.002264 loss: 0.1851 (0.1975) loss_rec_all: 0.2115 (0.2233) loss_rec_sfr: 0.2855 (0.2921) loss_cl: -0.2779 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [14:34:24.409798] Epoch: [156] [ 960/2904] eta: 0:24:53 lr: 0.002264 loss: 0.1854 (0.1974) loss_rec_all: 0.2114 (0.2233) loss_rec_sfr: 0.2720 (0.2919) loss_cl: -0.2780 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [14:34:39.329635] Epoch: [156] [ 980/2904] eta: 0:24:37 lr: 0.002264 loss: 0.1848 (0.1974) loss_rec_all: 0.2111 (0.2233) loss_rec_sfr: 0.2837 (0.2921) loss_cl: -0.2796 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [14:34:54.270742] Epoch: [156] [1000/2904] eta: 0:24:20 lr: 0.002264 loss: 0.1860 (0.1974) loss_rec_all: 0.2124 (0.2232) loss_rec_sfr: 0.2804 (0.2918) loss_cl: -0.2793 (-0.2788) time: 0.7470 data: 0.0002 max mem: 29860 [14:35:09.191225] Epoch: [156] [1020/2904] eta: 0:24:04 lr: 0.002264 loss: 0.1909 (0.1975) loss_rec_all: 0.2166 (0.2233) loss_rec_sfr: 0.2808 (0.2922) loss_cl: -0.2784 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [14:35:24.116538] Epoch: [156] [1040/2904] eta: 0:23:48 lr: 0.002264 loss: 0.1895 (0.1976) loss_rec_all: 0.2150 (0.2234) loss_rec_sfr: 0.2880 (0.2929) loss_cl: -0.2784 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [14:35:39.040534] Epoch: [156] [1060/2904] eta: 0:23:32 lr: 0.002264 loss: 0.1876 (0.1976) loss_rec_all: 0.2138 (0.2234) loss_rec_sfr: 0.2782 (0.2929) loss_cl: -0.2792 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [14:35:53.966427] Epoch: [156] [1080/2904] eta: 0:23:16 lr: 0.002264 loss: 0.1890 (0.1976) loss_rec_all: 0.2153 (0.2235) loss_rec_sfr: 0.2535 (0.2930) loss_cl: -0.2795 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [14:36:08.880855] Epoch: [156] [1100/2904] eta: 0:23:00 lr: 0.002264 loss: 0.1870 (0.1977) loss_rec_all: 0.2130 (0.2235) loss_rec_sfr: 0.2823 (0.2931) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [14:36:23.803703] Epoch: [156] [1120/2904] eta: 0:22:44 lr: 0.002264 loss: 0.1912 (0.1977) loss_rec_all: 0.2173 (0.2235) loss_rec_sfr: 0.2722 (0.2932) loss_cl: -0.2780 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [14:36:38.725892] Epoch: [156] [1140/2904] eta: 0:22:28 lr: 0.002264 loss: 0.1853 (0.1977) loss_rec_all: 0.2112 (0.2235) loss_rec_sfr: 0.2728 (0.2930) loss_cl: -0.2797 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [14:36:53.645498] Epoch: [156] [1160/2904] eta: 0:22:13 lr: 0.002264 loss: 0.1852 (0.1975) loss_rec_all: 0.2115 (0.2234) loss_rec_sfr: 0.2717 (0.2925) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [14:37:08.568026] Epoch: [156] [1180/2904] eta: 0:21:57 lr: 0.002264 loss: 0.1838 (0.1975) loss_rec_all: 0.2099 (0.2234) loss_rec_sfr: 0.2666 (0.2925) loss_cl: -0.2793 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [14:37:23.482122] Epoch: [156] [1200/2904] eta: 0:21:41 lr: 0.002264 loss: 0.1862 (0.1975) loss_rec_all: 0.2122 (0.2233) loss_rec_sfr: 0.2730 (0.2923) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [14:37:38.403787] Epoch: [156] [1220/2904] eta: 0:21:25 lr: 0.002264 loss: 0.1886 (0.1975) loss_rec_all: 0.2145 (0.2233) loss_rec_sfr: 0.2766 (0.2923) loss_cl: -0.2784 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [14:37:53.333776] Epoch: [156] [1240/2904] eta: 0:21:09 lr: 0.002264 loss: 0.1882 (0.1974) loss_rec_all: 0.2145 (0.2233) loss_rec_sfr: 0.2715 (0.2922) loss_cl: -0.2790 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [14:38:08.265762] Epoch: [156] [1260/2904] eta: 0:20:54 lr: 0.002264 loss: 0.1862 (0.1975) loss_rec_all: 0.2127 (0.2233) loss_rec_sfr: 0.2741 (0.2923) loss_cl: -0.2801 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [14:38:23.199228] Epoch: [156] [1280/2904] eta: 0:20:38 lr: 0.002264 loss: 0.1873 (0.1976) loss_rec_all: 0.2137 (0.2234) loss_rec_sfr: 0.2746 (0.2925) loss_cl: -0.2787 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [14:38:38.130378] Epoch: [156] [1300/2904] eta: 0:20:22 lr: 0.002264 loss: 0.1871 (0.1976) loss_rec_all: 0.2132 (0.2235) loss_rec_sfr: 0.2792 (0.2927) loss_cl: -0.2783 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [14:38:53.059026] Epoch: [156] [1320/2904] eta: 0:20:07 lr: 0.002264 loss: 0.1898 (0.1977) loss_rec_all: 0.2155 (0.2235) loss_rec_sfr: 0.2838 (0.2930) loss_cl: -0.2777 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [14:39:07.994453] Epoch: [156] [1340/2904] eta: 0:19:51 lr: 0.002264 loss: 0.1856 (0.1976) loss_rec_all: 0.2115 (0.2234) loss_rec_sfr: 0.2676 (0.2927) loss_cl: -0.2784 (-0.2787) time: 0.7467 data: 0.0002 max mem: 29860 [14:39:22.916468] Epoch: [156] [1360/2904] eta: 0:19:36 lr: 0.002264 loss: 0.1894 (0.1976) loss_rec_all: 0.2153 (0.2234) loss_rec_sfr: 0.2867 (0.2929) loss_cl: -0.2794 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [14:39:37.842812] Epoch: [156] [1380/2904] eta: 0:19:20 lr: 0.002264 loss: 0.1896 (0.1976) loss_rec_all: 0.2153 (0.2235) loss_rec_sfr: 0.2899 (0.2931) loss_cl: -0.2792 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [14:39:52.772677] Epoch: [156] [1400/2904] eta: 0:19:04 lr: 0.002264 loss: 0.1869 (0.1975) loss_rec_all: 0.2129 (0.2233) loss_rec_sfr: 0.2434 (0.2926) loss_cl: -0.2786 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [14:40:07.696618] Epoch: [156] [1420/2904] eta: 0:18:49 lr: 0.002264 loss: 0.1871 (0.1976) loss_rec_all: 0.2129 (0.2234) loss_rec_sfr: 0.2673 (0.2927) loss_cl: -0.2779 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [14:40:22.619552] Epoch: [156] [1440/2904] eta: 0:18:33 lr: 0.002264 loss: 0.1812 (0.1975) loss_rec_all: 0.2073 (0.2233) loss_rec_sfr: 0.2601 (0.2924) loss_cl: -0.2792 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [14:40:37.547214] Epoch: [156] [1460/2904] eta: 0:18:18 lr: 0.002264 loss: 0.1887 (0.1975) loss_rec_all: 0.2150 (0.2233) loss_rec_sfr: 0.2702 (0.2923) loss_cl: -0.2796 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [14:40:52.470780] Epoch: [156] [1480/2904] eta: 0:18:02 lr: 0.002263 loss: 0.1846 (0.1974) loss_rec_all: 0.2106 (0.2232) loss_rec_sfr: 0.2634 (0.2920) loss_cl: -0.2788 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [14:41:07.396251] Epoch: [156] [1500/2904] eta: 0:17:47 lr: 0.002263 loss: 0.1883 (0.1975) loss_rec_all: 0.2144 (0.2233) loss_rec_sfr: 0.2822 (0.2924) loss_cl: -0.2780 (-0.2787) time: 0.7462 data: 0.0003 max mem: 29860 [14:41:22.324241] Epoch: [156] [1520/2904] eta: 0:17:31 lr: 0.002263 loss: 0.1869 (0.1975) loss_rec_all: 0.2134 (0.2233) loss_rec_sfr: 0.2697 (0.2921) loss_cl: -0.2791 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [14:41:37.248134] Epoch: [156] [1540/2904] eta: 0:17:16 lr: 0.002263 loss: 0.2037 (0.1978) loss_rec_all: 0.2296 (0.2236) loss_rec_sfr: 0.2936 (0.2930) loss_cl: -0.2791 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [14:41:52.173180] Epoch: [156] [1560/2904] eta: 0:17:01 lr: 0.002263 loss: 0.1875 (0.1977) loss_rec_all: 0.2136 (0.2235) loss_rec_sfr: 0.2679 (0.2927) loss_cl: -0.2783 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [14:42:07.099110] Epoch: [156] [1580/2904] eta: 0:16:45 lr: 0.002263 loss: 0.1899 (0.1978) loss_rec_all: 0.2156 (0.2236) loss_rec_sfr: 0.2875 (0.2930) loss_cl: -0.2787 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [14:42:22.021800] Epoch: [156] [1600/2904] eta: 0:16:30 lr: 0.002263 loss: 0.1887 (0.1978) loss_rec_all: 0.2145 (0.2236) loss_rec_sfr: 0.2914 (0.2933) loss_cl: -0.2789 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [14:42:36.942597] Epoch: [156] [1620/2904] eta: 0:16:14 lr: 0.002263 loss: 0.1926 (0.1979) loss_rec_all: 0.2183 (0.2238) loss_rec_sfr: 0.2931 (0.2937) loss_cl: -0.2791 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [14:42:51.873151] Epoch: [156] [1640/2904] eta: 0:15:59 lr: 0.002263 loss: 0.1870 (0.1979) loss_rec_all: 0.2129 (0.2237) loss_rec_sfr: 0.2767 (0.2936) loss_cl: -0.2800 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [14:43:06.799561] Epoch: [156] [1660/2904] eta: 0:15:44 lr: 0.002263 loss: 0.1845 (0.1979) loss_rec_all: 0.2105 (0.2237) loss_rec_sfr: 0.2783 (0.2935) loss_cl: -0.2786 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [14:43:21.724727] Epoch: [156] [1680/2904] eta: 0:15:28 lr: 0.002263 loss: 0.1900 (0.1979) loss_rec_all: 0.2163 (0.2238) loss_rec_sfr: 0.2820 (0.2937) loss_cl: -0.2784 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [14:43:36.651720] Epoch: [156] [1700/2904] eta: 0:15:13 lr: 0.002263 loss: 0.1863 (0.1980) loss_rec_all: 0.2121 (0.2238) loss_rec_sfr: 0.2762 (0.2939) loss_cl: -0.2793 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [14:43:51.579205] Epoch: [156] [1720/2904] eta: 0:14:58 lr: 0.002263 loss: 0.1852 (0.1979) loss_rec_all: 0.2115 (0.2237) loss_rec_sfr: 0.2448 (0.2936) loss_cl: -0.2794 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [14:44:06.498989] Epoch: [156] [1740/2904] eta: 0:14:42 lr: 0.002263 loss: 0.1889 (0.1979) loss_rec_all: 0.2151 (0.2237) loss_rec_sfr: 0.2766 (0.2937) loss_cl: -0.2794 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [14:44:21.414721] Epoch: [156] [1760/2904] eta: 0:14:27 lr: 0.002263 loss: 0.1858 (0.1978) loss_rec_all: 0.2122 (0.2237) loss_rec_sfr: 0.2613 (0.2933) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [14:44:36.337037] Epoch: [156] [1780/2904] eta: 0:14:12 lr: 0.002263 loss: 0.1876 (0.1977) loss_rec_all: 0.2141 (0.2236) loss_rec_sfr: 0.2617 (0.2929) loss_cl: -0.2785 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [14:44:51.262080] Epoch: [156] [1800/2904] eta: 0:13:56 lr: 0.002263 loss: 0.1840 (0.1978) loss_rec_all: 0.2105 (0.2236) loss_rec_sfr: 0.2772 (0.2930) loss_cl: -0.2797 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [14:45:06.192174] Epoch: [156] [1820/2904] eta: 0:13:41 lr: 0.002263 loss: 0.1862 (0.1977) loss_rec_all: 0.2119 (0.2235) loss_rec_sfr: 0.2822 (0.2928) loss_cl: -0.2783 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [14:45:21.118728] Epoch: [156] [1840/2904] eta: 0:13:26 lr: 0.002263 loss: 0.1893 (0.1979) loss_rec_all: 0.2149 (0.2237) loss_rec_sfr: 0.2872 (0.2934) loss_cl: -0.2781 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [14:45:36.047194] Epoch: [156] [1860/2904] eta: 0:13:10 lr: 0.002263 loss: 0.1874 (0.1979) loss_rec_all: 0.2133 (0.2237) loss_rec_sfr: 0.2865 (0.2937) loss_cl: -0.2786 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [14:45:50.969319] Epoch: [156] [1880/2904] eta: 0:12:55 lr: 0.002263 loss: 0.1896 (0.1980) loss_rec_all: 0.2157 (0.2239) loss_rec_sfr: 0.2753 (0.2939) loss_cl: -0.2788 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [14:46:05.898185] Epoch: [156] [1900/2904] eta: 0:12:40 lr: 0.002263 loss: 0.1930 (0.1981) loss_rec_all: 0.2186 (0.2239) loss_rec_sfr: 0.2970 (0.2943) loss_cl: -0.2788 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [14:46:20.829800] Epoch: [156] [1920/2904] eta: 0:12:25 lr: 0.002263 loss: 0.1915 (0.1981) loss_rec_all: 0.2174 (0.2239) loss_rec_sfr: 0.2724 (0.2940) loss_cl: -0.2790 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [14:46:35.763991] Epoch: [156] [1940/2904] eta: 0:12:09 lr: 0.002263 loss: 0.1906 (0.1981) loss_rec_all: 0.2164 (0.2239) loss_rec_sfr: 0.2707 (0.2941) loss_cl: -0.2790 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [14:46:50.709464] Epoch: [156] [1960/2904] eta: 0:11:54 lr: 0.002263 loss: 0.1877 (0.1981) loss_rec_all: 0.2134 (0.2239) loss_rec_sfr: 0.2800 (0.2941) loss_cl: -0.2784 (-0.2788) time: 0.7472 data: 0.0002 max mem: 29860 [14:47:05.643559] Epoch: [156] [1980/2904] eta: 0:11:39 lr: 0.002263 loss: 0.1851 (0.1981) loss_rec_all: 0.2112 (0.2239) loss_rec_sfr: 0.2464 (0.2940) loss_cl: -0.2785 (-0.2788) time: 0.7467 data: 0.0003 max mem: 29860 [14:47:20.576436] Epoch: [156] [2000/2904] eta: 0:11:24 lr: 0.002263 loss: 0.1838 (0.1980) loss_rec_all: 0.2096 (0.2239) loss_rec_sfr: 0.2645 (0.2938) loss_cl: -0.2788 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [14:47:35.511006] Epoch: [156] [2020/2904] eta: 0:11:08 lr: 0.002263 loss: 0.1862 (0.1980) loss_rec_all: 0.2127 (0.2238) loss_rec_sfr: 0.2709 (0.2937) loss_cl: -0.2794 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [14:47:50.433576] Epoch: [156] [2040/2904] eta: 0:10:53 lr: 0.002263 loss: 0.1888 (0.1981) loss_rec_all: 0.2154 (0.2239) loss_rec_sfr: 0.2706 (0.2938) loss_cl: -0.2794 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [14:48:05.359108] Epoch: [156] [2060/2904] eta: 0:10:38 lr: 0.002263 loss: 0.1896 (0.1982) loss_rec_all: 0.2156 (0.2240) loss_rec_sfr: 0.2810 (0.2942) loss_cl: -0.2791 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [14:48:20.288872] Epoch: [156] [2080/2904] eta: 0:10:23 lr: 0.002263 loss: 0.1862 (0.1981) loss_rec_all: 0.2119 (0.2239) loss_rec_sfr: 0.2659 (0.2940) loss_cl: -0.2782 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [14:48:35.215154] Epoch: [156] [2100/2904] eta: 0:10:08 lr: 0.002263 loss: 0.1867 (0.1981) loss_rec_all: 0.2122 (0.2239) loss_rec_sfr: 0.2784 (0.2939) loss_cl: -0.2781 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [14:48:50.138168] Epoch: [156] [2120/2904] eta: 0:09:52 lr: 0.002263 loss: 0.1929 (0.1982) loss_rec_all: 0.2186 (0.2240) loss_rec_sfr: 0.2816 (0.2941) loss_cl: -0.2785 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [14:49:05.057883] Epoch: [156] [2140/2904] eta: 0:09:37 lr: 0.002263 loss: 0.1859 (0.1981) loss_rec_all: 0.2121 (0.2239) loss_rec_sfr: 0.2792 (0.2941) loss_cl: -0.2798 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [14:49:19.977085] Epoch: [156] [2160/2904] eta: 0:09:22 lr: 0.002263 loss: 0.1931 (0.1981) loss_rec_all: 0.2190 (0.2239) loss_rec_sfr: 0.2709 (0.2940) loss_cl: -0.2794 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [14:49:34.901059] Epoch: [156] [2180/2904] eta: 0:09:07 lr: 0.002263 loss: 0.1831 (0.1980) loss_rec_all: 0.2095 (0.2238) loss_rec_sfr: 0.2663 (0.2938) loss_cl: -0.2788 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [14:49:49.820620] Epoch: [156] [2200/2904] eta: 0:08:52 lr: 0.002263 loss: 0.1941 (0.1980) loss_rec_all: 0.2198 (0.2239) loss_rec_sfr: 0.2873 (0.2940) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [14:50:04.739059] Epoch: [156] [2220/2904] eta: 0:08:36 lr: 0.002263 loss: 0.1871 (0.1980) loss_rec_all: 0.2130 (0.2238) loss_rec_sfr: 0.2707 (0.2939) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [14:50:19.653130] Epoch: [156] [2240/2904] eta: 0:08:21 lr: 0.002263 loss: 0.1845 (0.1980) loss_rec_all: 0.2103 (0.2238) loss_rec_sfr: 0.2727 (0.2938) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [14:50:34.570907] Epoch: [156] [2260/2904] eta: 0:08:06 lr: 0.002263 loss: 0.1893 (0.1980) loss_rec_all: 0.2153 (0.2238) loss_rec_sfr: 0.2812 (0.2939) loss_cl: -0.2782 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [14:50:49.499088] Epoch: [156] [2280/2904] eta: 0:07:51 lr: 0.002263 loss: 0.1855 (0.1979) loss_rec_all: 0.2115 (0.2237) loss_rec_sfr: 0.2441 (0.2935) loss_cl: -0.2792 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [14:51:04.428829] Epoch: [156] [2300/2904] eta: 0:07:36 lr: 0.002263 loss: 0.1860 (0.1979) loss_rec_all: 0.2122 (0.2237) loss_rec_sfr: 0.2386 (0.2934) loss_cl: -0.2790 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [14:51:19.358329] Epoch: [156] [2320/2904] eta: 0:07:21 lr: 0.002263 loss: 0.1865 (0.1978) loss_rec_all: 0.2123 (0.2236) loss_rec_sfr: 0.2650 (0.2932) loss_cl: -0.2791 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [14:51:34.282513] Epoch: [156] [2340/2904] eta: 0:07:05 lr: 0.002263 loss: 0.1913 (0.1978) loss_rec_all: 0.2173 (0.2237) loss_rec_sfr: 0.2700 (0.2933) loss_cl: -0.2786 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [14:51:49.207962] Epoch: [156] [2360/2904] eta: 0:06:50 lr: 0.002263 loss: 0.1873 (0.1978) loss_rec_all: 0.2131 (0.2237) loss_rec_sfr: 0.2825 (0.2933) loss_cl: -0.2782 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [14:52:04.133828] Epoch: [156] [2380/2904] eta: 0:06:35 lr: 0.002263 loss: 0.1824 (0.1978) loss_rec_all: 0.2089 (0.2236) loss_rec_sfr: 0.2488 (0.2931) loss_cl: -0.2789 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [14:52:19.073632] Epoch: [156] [2400/2904] eta: 0:06:20 lr: 0.002263 loss: 0.1827 (0.1977) loss_rec_all: 0.2087 (0.2235) loss_rec_sfr: 0.2344 (0.2927) loss_cl: -0.2790 (-0.2788) time: 0.7469 data: 0.0002 max mem: 29860 [14:52:34.008535] Epoch: [156] [2420/2904] eta: 0:06:05 lr: 0.002263 loss: 0.1869 (0.1976) loss_rec_all: 0.2129 (0.2235) loss_rec_sfr: 0.2676 (0.2925) loss_cl: -0.2791 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [14:52:48.936085] Epoch: [156] [2440/2904] eta: 0:05:50 lr: 0.002263 loss: 0.1858 (0.1977) loss_rec_all: 0.2117 (0.2235) loss_rec_sfr: 0.2784 (0.2926) loss_cl: -0.2780 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [14:53:03.867869] Epoch: [156] [2460/2904] eta: 0:05:35 lr: 0.002263 loss: 0.1900 (0.1977) loss_rec_all: 0.2163 (0.2235) loss_rec_sfr: 0.2733 (0.2926) loss_cl: -0.2790 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [14:53:18.804541] Epoch: [156] [2480/2904] eta: 0:05:20 lr: 0.002263 loss: 0.1871 (0.1977) loss_rec_all: 0.2129 (0.2235) loss_rec_sfr: 0.2741 (0.2927) loss_cl: -0.2790 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [14:53:33.735520] Epoch: [156] [2500/2904] eta: 0:05:04 lr: 0.002263 loss: 0.1904 (0.1977) loss_rec_all: 0.2166 (0.2236) loss_rec_sfr: 0.2700 (0.2928) loss_cl: -0.2793 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [14:53:48.667661] Epoch: [156] [2520/2904] eta: 0:04:49 lr: 0.002263 loss: 0.1868 (0.1977) loss_rec_all: 0.2125 (0.2235) loss_rec_sfr: 0.2543 (0.2925) loss_cl: -0.2793 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [14:54:03.598817] Epoch: [156] [2540/2904] eta: 0:04:34 lr: 0.002263 loss: 0.1899 (0.1977) loss_rec_all: 0.2162 (0.2235) loss_rec_sfr: 0.2818 (0.2927) loss_cl: -0.2793 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [14:54:18.529503] Epoch: [156] [2560/2904] eta: 0:04:19 lr: 0.002263 loss: 0.1865 (0.1977) loss_rec_all: 0.2129 (0.2235) loss_rec_sfr: 0.2806 (0.2926) loss_cl: -0.2794 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [14:54:33.460783] Epoch: [156] [2580/2904] eta: 0:04:04 lr: 0.002263 loss: 0.1853 (0.1977) loss_rec_all: 0.2115 (0.2235) loss_rec_sfr: 0.2696 (0.2927) loss_cl: -0.2792 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [14:54:48.391681] Epoch: [156] [2600/2904] eta: 0:03:49 lr: 0.002263 loss: 0.1872 (0.1977) loss_rec_all: 0.2136 (0.2235) loss_rec_sfr: 0.2710 (0.2928) loss_cl: -0.2780 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [14:55:03.312470] Epoch: [156] [2620/2904] eta: 0:03:34 lr: 0.002263 loss: 0.1877 (0.1977) loss_rec_all: 0.2142 (0.2236) loss_rec_sfr: 0.2389 (0.2928) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [14:55:18.238033] Epoch: [156] [2640/2904] eta: 0:03:19 lr: 0.002263 loss: 0.1847 (0.1977) loss_rec_all: 0.2107 (0.2235) loss_rec_sfr: 0.2751 (0.2926) loss_cl: -0.2787 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [14:55:33.172816] Epoch: [156] [2660/2904] eta: 0:03:04 lr: 0.002263 loss: 0.1876 (0.1977) loss_rec_all: 0.2135 (0.2235) loss_rec_sfr: 0.2688 (0.2925) loss_cl: -0.2804 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [14:55:48.106428] Epoch: [156] [2680/2904] eta: 0:02:48 lr: 0.002263 loss: 0.1845 (0.1976) loss_rec_all: 0.2107 (0.2235) loss_rec_sfr: 0.2723 (0.2923) loss_cl: -0.2796 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [14:56:03.052342] Epoch: [156] [2700/2904] eta: 0:02:33 lr: 0.002263 loss: 0.1903 (0.1976) loss_rec_all: 0.2165 (0.2235) loss_rec_sfr: 0.2826 (0.2924) loss_cl: -0.2784 (-0.2788) time: 0.7473 data: 0.0002 max mem: 29860 [14:56:17.984621] Epoch: [156] [2720/2904] eta: 0:02:18 lr: 0.002263 loss: 0.1880 (0.1976) loss_rec_all: 0.2143 (0.2235) loss_rec_sfr: 0.2853 (0.2925) loss_cl: -0.2779 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [14:56:32.917016] Epoch: [156] [2740/2904] eta: 0:02:03 lr: 0.002263 loss: 0.1891 (0.1976) loss_rec_all: 0.2149 (0.2234) loss_rec_sfr: 0.2705 (0.2924) loss_cl: -0.2780 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [14:56:47.847000] Epoch: [156] [2760/2904] eta: 0:01:48 lr: 0.002262 loss: 0.1883 (0.1976) loss_rec_all: 0.2143 (0.2235) loss_rec_sfr: 0.2905 (0.2926) loss_cl: -0.2792 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [14:57:02.781433] Epoch: [156] [2780/2904] eta: 0:01:33 lr: 0.002262 loss: 0.1872 (0.1976) loss_rec_all: 0.2129 (0.2234) loss_rec_sfr: 0.2703 (0.2925) loss_cl: -0.2798 (-0.2788) time: 0.7467 data: 0.0003 max mem: 29860 [14:57:17.712276] Epoch: [156] [2800/2904] eta: 0:01:18 lr: 0.002262 loss: 0.1899 (0.1976) loss_rec_all: 0.2160 (0.2235) loss_rec_sfr: 0.2671 (0.2925) loss_cl: -0.2793 (-0.2788) time: 0.7465 data: 0.0003 max mem: 29860 [14:57:32.635992] Epoch: [156] [2820/2904] eta: 0:01:03 lr: 0.002262 loss: 0.1887 (0.1977) loss_rec_all: 0.2146 (0.2235) loss_rec_sfr: 0.2795 (0.2926) loss_cl: -0.2793 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [14:57:47.600286] Epoch: [156] [2840/2904] eta: 0:00:48 lr: 0.002262 loss: 0.1913 (0.1977) loss_rec_all: 0.2174 (0.2236) loss_rec_sfr: 0.2698 (0.2928) loss_cl: -0.2787 (-0.2788) time: 0.7481 data: 0.0025 max mem: 29860 [14:58:02.503607] Epoch: [156] [2860/2904] eta: 0:00:33 lr: 0.002262 loss: 0.1896 (0.1977) loss_rec_all: 0.2157 (0.2235) loss_rec_sfr: 0.2776 (0.2928) loss_cl: -0.2790 (-0.2788) time: 0.7451 data: 0.0001 max mem: 29860 [14:58:17.400464] Epoch: [156] [2880/2904] eta: 0:00:18 lr: 0.002262 loss: 0.1893 (0.1977) loss_rec_all: 0.2153 (0.2236) loss_rec_sfr: 0.2923 (0.2929) loss_cl: -0.2792 (-0.2788) time: 0.7448 data: 0.0001 max mem: 29860 [14:58:32.299823] Epoch: [156] [2900/2904] eta: 0:00:03 lr: 0.002262 loss: 0.1855 (0.1977) loss_rec_all: 0.2119 (0.2235) loss_rec_sfr: 0.2308 (0.2926) loss_cl: -0.2785 (-0.2788) time: 0.7449 data: 0.0001 max mem: 29860 [14:58:34.541922] Epoch: [156] [2903/2904] eta: 0:00:00 lr: 0.002262 loss: 0.1855 (0.1977) loss_rec_all: 0.2119 (0.2235) loss_rec_sfr: 0.2293 (0.2926) loss_cl: -0.2785 (-0.2788) time: 0.7450 data: 0.0001 max mem: 29860 [14:58:36.824307] Epoch: [156] Total time: 0:36:30 (0.7544 s / it) [14:58:36.825608] Averaged stats: lr: 0.002262 loss: 0.1855 (0.2001) loss_rec_all: 0.2119 (0.2236) loss_rec_sfr: 0.2293 (0.2927) loss_cl: -0.2785 (-0.2555) [14:58:36.831266] log_dir: ./checkpoint/VF2_ViT-B [14:58:57.889066] Epoch: [157] [ 0/2904] eta: 16:59:09 lr: 0.002262 loss: 0.1860 (0.1860) loss_rec_all: 0.2123 (0.2123) loss_rec_sfr: 0.2393 (0.2393) loss_cl: -0.2797 (-0.2797) time: 21.0570 data: 18.8812 max mem: 29860 [14:59:12.808968] Epoch: [157] [ 20/2904] eta: 1:22:20 lr: 0.002262 loss: 0.1874 (0.2055) loss_rec_all: 0.2136 (0.2311) loss_rec_sfr: 0.2676 (0.3250) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [14:59:27.700141] Epoch: [157] [ 40/2904] eta: 0:59:13 lr: 0.002262 loss: 0.1890 (0.1987) loss_rec_all: 0.2154 (0.2245) loss_rec_sfr: 0.2706 (0.2991) loss_cl: -0.2788 (-0.2788) time: 0.7445 data: 0.0002 max mem: 29860 [14:59:42.608820] Epoch: [157] [ 60/2904] eta: 0:51:06 lr: 0.002262 loss: 0.1896 (0.1973) loss_rec_all: 0.2154 (0.2232) loss_rec_sfr: 0.2742 (0.2939) loss_cl: -0.2790 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [14:59:57.522403] Epoch: [157] [ 80/2904] eta: 0:46:53 lr: 0.002262 loss: 0.1861 (0.1990) loss_rec_all: 0.2119 (0.2248) loss_rec_sfr: 0.2793 (0.2986) loss_cl: -0.2791 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [15:00:12.455832] Epoch: [157] [ 100/2904] eta: 0:44:14 lr: 0.002262 loss: 0.1896 (0.1988) loss_rec_all: 0.2153 (0.2246) loss_rec_sfr: 0.2777 (0.2989) loss_cl: -0.2785 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [15:00:27.415979] Epoch: [157] [ 120/2904] eta: 0:42:24 lr: 0.002262 loss: 0.1848 (0.1982) loss_rec_all: 0.2105 (0.2240) loss_rec_sfr: 0.2759 (0.2971) loss_cl: -0.2780 (-0.2787) time: 0.7480 data: 0.0002 max mem: 29860 [15:00:42.347286] Epoch: [157] [ 140/2904] eta: 0:41:00 lr: 0.002262 loss: 0.1918 (0.1984) loss_rec_all: 0.2178 (0.2242) loss_rec_sfr: 0.2726 (0.2970) loss_cl: -0.2791 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [15:00:57.287933] Epoch: [157] [ 160/2904] eta: 0:39:53 lr: 0.002262 loss: 0.1861 (0.1980) loss_rec_all: 0.2120 (0.2238) loss_rec_sfr: 0.2578 (0.2957) loss_cl: -0.2790 (-0.2788) time: 0.7470 data: 0.0002 max mem: 29860 [15:01:12.203731] Epoch: [157] [ 180/2904] eta: 0:38:58 lr: 0.002262 loss: 0.1896 (0.1981) loss_rec_all: 0.2153 (0.2239) loss_rec_sfr: 0.2778 (0.2961) loss_cl: -0.2779 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [15:01:27.111537] Epoch: [157] [ 200/2904] eta: 0:38:10 lr: 0.002262 loss: 0.1877 (0.1974) loss_rec_all: 0.2139 (0.2232) loss_rec_sfr: 0.2742 (0.2933) loss_cl: -0.2781 (-0.2786) time: 0.7453 data: 0.0002 max mem: 29860 [15:01:42.035221] Epoch: [157] [ 220/2904] eta: 0:37:29 lr: 0.002262 loss: 0.1831 (0.1964) loss_rec_all: 0.2094 (0.2222) loss_rec_sfr: 0.2623 (0.2899) loss_cl: -0.2794 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [15:01:56.964941] Epoch: [157] [ 240/2904] eta: 0:36:52 lr: 0.002262 loss: 0.1873 (0.1970) loss_rec_all: 0.2138 (0.2228) loss_rec_sfr: 0.2740 (0.2914) loss_cl: -0.2788 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [15:02:11.873960] Epoch: [157] [ 260/2904] eta: 0:36:18 lr: 0.002262 loss: 0.1899 (0.1972) loss_rec_all: 0.2157 (0.2231) loss_rec_sfr: 0.2773 (0.2915) loss_cl: -0.2781 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [15:02:26.792828] Epoch: [157] [ 280/2904] eta: 0:35:47 lr: 0.002262 loss: 0.1853 (0.1967) loss_rec_all: 0.2111 (0.2225) loss_rec_sfr: 0.2790 (0.2910) loss_cl: -0.2786 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [15:02:41.701901] Epoch: [157] [ 300/2904] eta: 0:35:18 lr: 0.002262 loss: 0.1853 (0.1962) loss_rec_all: 0.2114 (0.2220) loss_rec_sfr: 0.2648 (0.2897) loss_cl: -0.2796 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [15:02:56.608857] Epoch: [157] [ 320/2904] eta: 0:34:51 lr: 0.002262 loss: 0.1876 (0.1958) loss_rec_all: 0.2141 (0.2217) loss_rec_sfr: 0.2660 (0.2883) loss_cl: -0.2797 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [15:03:11.518416] Epoch: [157] [ 340/2904] eta: 0:34:25 lr: 0.002262 loss: 0.1877 (0.1961) loss_rec_all: 0.2139 (0.2219) loss_rec_sfr: 0.2841 (0.2893) loss_cl: -0.2772 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [15:03:26.409704] Epoch: [157] [ 360/2904] eta: 0:34:00 lr: 0.002262 loss: 0.1880 (0.1966) loss_rec_all: 0.2140 (0.2224) loss_rec_sfr: 0.2865 (0.2906) loss_cl: -0.2770 (-0.2786) time: 0.7445 data: 0.0003 max mem: 29860 [15:03:41.322722] Epoch: [157] [ 380/2904] eta: 0:33:37 lr: 0.002262 loss: 0.1916 (0.1966) loss_rec_all: 0.2179 (0.2225) loss_rec_sfr: 0.2741 (0.2903) loss_cl: -0.2804 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [15:03:56.238695] Epoch: [157] [ 400/2904] eta: 0:33:14 lr: 0.002262 loss: 0.1866 (0.1965) loss_rec_all: 0.2126 (0.2223) loss_rec_sfr: 0.2734 (0.2898) loss_cl: -0.2803 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [15:04:11.153052] Epoch: [157] [ 420/2904] eta: 0:32:52 lr: 0.002262 loss: 0.1874 (0.1965) loss_rec_all: 0.2136 (0.2224) loss_rec_sfr: 0.2609 (0.2898) loss_cl: -0.2798 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [15:04:26.064389] Epoch: [157] [ 440/2904] eta: 0:32:31 lr: 0.002262 loss: 0.1864 (0.1965) loss_rec_all: 0.2127 (0.2224) loss_rec_sfr: 0.2447 (0.2896) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [15:04:40.981355] Epoch: [157] [ 460/2904] eta: 0:32:10 lr: 0.002262 loss: 0.1927 (0.1969) loss_rec_all: 0.2185 (0.2227) loss_rec_sfr: 0.2822 (0.2907) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [15:04:55.897823] Epoch: [157] [ 480/2904] eta: 0:31:50 lr: 0.002262 loss: 0.1879 (0.1969) loss_rec_all: 0.2142 (0.2227) loss_rec_sfr: 0.2713 (0.2906) loss_cl: -0.2782 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [15:05:10.811184] Epoch: [157] [ 500/2904] eta: 0:31:30 lr: 0.002262 loss: 0.1909 (0.1970) loss_rec_all: 0.2169 (0.2228) loss_rec_sfr: 0.2739 (0.2909) loss_cl: -0.2785 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [15:05:25.730871] Epoch: [157] [ 520/2904] eta: 0:31:10 lr: 0.002262 loss: 0.1878 (0.1969) loss_rec_all: 0.2139 (0.2228) loss_rec_sfr: 0.2742 (0.2910) loss_cl: -0.2799 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [15:05:40.648044] Epoch: [157] [ 540/2904] eta: 0:30:51 lr: 0.002262 loss: 0.1872 (0.1968) loss_rec_all: 0.2137 (0.2227) loss_rec_sfr: 0.2389 (0.2900) loss_cl: -0.2795 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [15:05:55.565688] Epoch: [157] [ 560/2904] eta: 0:30:33 lr: 0.002262 loss: 0.1875 (0.1970) loss_rec_all: 0.2133 (0.2229) loss_rec_sfr: 0.2885 (0.2911) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [15:06:10.480177] Epoch: [157] [ 580/2904] eta: 0:30:14 lr: 0.002262 loss: 0.1921 (0.1972) loss_rec_all: 0.2181 (0.2231) loss_rec_sfr: 0.2821 (0.2915) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [15:06:25.390023] Epoch: [157] [ 600/2904] eta: 0:29:56 lr: 0.002262 loss: 0.1856 (0.1970) loss_rec_all: 0.2116 (0.2228) loss_rec_sfr: 0.2704 (0.2909) loss_cl: -0.2791 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [15:06:40.295195] Epoch: [157] [ 620/2904] eta: 0:29:38 lr: 0.002262 loss: 0.1884 (0.1971) loss_rec_all: 0.2143 (0.2230) loss_rec_sfr: 0.2852 (0.2916) loss_cl: -0.2790 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [15:06:55.205325] Epoch: [157] [ 640/2904] eta: 0:29:20 lr: 0.002262 loss: 0.1908 (0.1972) loss_rec_all: 0.2164 (0.2230) loss_rec_sfr: 0.2821 (0.2920) loss_cl: -0.2783 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [15:07:10.123756] Epoch: [157] [ 660/2904] eta: 0:29:02 lr: 0.002262 loss: 0.1911 (0.1974) loss_rec_all: 0.2169 (0.2233) loss_rec_sfr: 0.2722 (0.2926) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [15:07:25.047172] Epoch: [157] [ 680/2904] eta: 0:28:44 lr: 0.002262 loss: 0.1876 (0.1976) loss_rec_all: 0.2140 (0.2235) loss_rec_sfr: 0.2824 (0.2931) loss_cl: -0.2790 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [15:07:39.962109] Epoch: [157] [ 700/2904] eta: 0:28:27 lr: 0.002262 loss: 0.1866 (0.1976) loss_rec_all: 0.2128 (0.2234) loss_rec_sfr: 0.2667 (0.2929) loss_cl: -0.2783 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [15:07:54.879716] Epoch: [157] [ 720/2904] eta: 0:28:10 lr: 0.002262 loss: 0.1834 (0.1975) loss_rec_all: 0.2098 (0.2233) loss_rec_sfr: 0.2363 (0.2924) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [15:08:09.798716] Epoch: [157] [ 740/2904] eta: 0:27:53 lr: 0.002262 loss: 0.1874 (0.1974) loss_rec_all: 0.2134 (0.2233) loss_rec_sfr: 0.2865 (0.2925) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [15:08:24.737765] Epoch: [157] [ 760/2904] eta: 0:27:36 lr: 0.002262 loss: 0.1842 (0.1973) loss_rec_all: 0.2103 (0.2232) loss_rec_sfr: 0.2712 (0.2922) loss_cl: -0.2791 (-0.2788) time: 0.7469 data: 0.0002 max mem: 29860 [15:08:39.657999] Epoch: [157] [ 780/2904] eta: 0:27:19 lr: 0.002262 loss: 0.1867 (0.1973) loss_rec_all: 0.2125 (0.2232) loss_rec_sfr: 0.2729 (0.2921) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [15:08:54.588570] Epoch: [157] [ 800/2904] eta: 0:27:02 lr: 0.002262 loss: 0.1852 (0.1973) loss_rec_all: 0.2112 (0.2231) loss_rec_sfr: 0.2702 (0.2919) loss_cl: -0.2785 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [15:09:09.505095] Epoch: [157] [ 820/2904] eta: 0:26:45 lr: 0.002262 loss: 0.1903 (0.1973) loss_rec_all: 0.2161 (0.2232) loss_rec_sfr: 0.2777 (0.2919) loss_cl: -0.2783 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [15:09:24.411651] Epoch: [157] [ 840/2904] eta: 0:26:29 lr: 0.002262 loss: 0.1843 (0.1972) loss_rec_all: 0.2104 (0.2231) loss_rec_sfr: 0.2490 (0.2915) loss_cl: -0.2783 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [15:09:39.318344] Epoch: [157] [ 860/2904] eta: 0:26:12 lr: 0.002262 loss: 0.1927 (0.1973) loss_rec_all: 0.2186 (0.2231) loss_rec_sfr: 0.2694 (0.2916) loss_cl: -0.2779 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [15:09:54.225217] Epoch: [157] [ 880/2904] eta: 0:25:56 lr: 0.002262 loss: 0.1870 (0.1971) loss_rec_all: 0.2134 (0.2230) loss_rec_sfr: 0.2775 (0.2912) loss_cl: -0.2793 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [15:10:09.130942] Epoch: [157] [ 900/2904] eta: 0:25:39 lr: 0.002262 loss: 0.1855 (0.1970) loss_rec_all: 0.2121 (0.2228) loss_rec_sfr: 0.2735 (0.2905) loss_cl: -0.2799 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [15:10:24.034545] Epoch: [157] [ 920/2904] eta: 0:25:23 lr: 0.002262 loss: 0.1848 (0.1970) loss_rec_all: 0.2107 (0.2228) loss_rec_sfr: 0.2685 (0.2905) loss_cl: -0.2792 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [15:10:38.937889] Epoch: [157] [ 940/2904] eta: 0:25:07 lr: 0.002262 loss: 0.1835 (0.1969) loss_rec_all: 0.2099 (0.2228) loss_rec_sfr: 0.2167 (0.2900) loss_cl: -0.2790 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [15:10:53.846535] Epoch: [157] [ 960/2904] eta: 0:24:50 lr: 0.002262 loss: 0.1888 (0.1969) loss_rec_all: 0.2151 (0.2228) loss_rec_sfr: 0.2629 (0.2898) loss_cl: -0.2787 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [15:11:08.748216] Epoch: [157] [ 980/2904] eta: 0:24:34 lr: 0.002262 loss: 0.1875 (0.1969) loss_rec_all: 0.2136 (0.2227) loss_rec_sfr: 0.2608 (0.2896) loss_cl: -0.2790 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [15:11:23.649434] Epoch: [157] [1000/2904] eta: 0:24:18 lr: 0.002262 loss: 0.1897 (0.1970) loss_rec_all: 0.2159 (0.2228) loss_rec_sfr: 0.2633 (0.2898) loss_cl: -0.2786 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [15:11:38.556968] Epoch: [157] [1020/2904] eta: 0:24:02 lr: 0.002262 loss: 0.1861 (0.1968) loss_rec_all: 0.2119 (0.2227) loss_rec_sfr: 0.2705 (0.2894) loss_cl: -0.2782 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [15:11:53.467589] Epoch: [157] [1040/2904] eta: 0:23:46 lr: 0.002262 loss: 0.1902 (0.1970) loss_rec_all: 0.2165 (0.2228) loss_rec_sfr: 0.2725 (0.2899) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [15:12:08.375956] Epoch: [157] [1060/2904] eta: 0:23:30 lr: 0.002262 loss: 0.1857 (0.1971) loss_rec_all: 0.2120 (0.2229) loss_rec_sfr: 0.2734 (0.2900) loss_cl: -0.2786 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [15:12:23.288522] Epoch: [157] [1080/2904] eta: 0:23:14 lr: 0.002262 loss: 0.1888 (0.1969) loss_rec_all: 0.2152 (0.2228) loss_rec_sfr: 0.2704 (0.2894) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [15:12:38.200379] Epoch: [157] [1100/2904] eta: 0:22:58 lr: 0.002261 loss: 0.1838 (0.1969) loss_rec_all: 0.2105 (0.2228) loss_rec_sfr: 0.2716 (0.2894) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [15:12:53.110084] Epoch: [157] [1120/2904] eta: 0:22:42 lr: 0.002261 loss: 0.1885 (0.1968) loss_rec_all: 0.2143 (0.2227) loss_rec_sfr: 0.2667 (0.2891) loss_cl: -0.2794 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [15:13:08.022004] Epoch: [157] [1140/2904] eta: 0:22:26 lr: 0.002261 loss: 0.1880 (0.1968) loss_rec_all: 0.2140 (0.2226) loss_rec_sfr: 0.2688 (0.2887) loss_cl: -0.2794 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [15:13:22.929188] Epoch: [157] [1160/2904] eta: 0:22:10 lr: 0.002261 loss: 0.1907 (0.1968) loss_rec_all: 0.2166 (0.2226) loss_rec_sfr: 0.2750 (0.2888) loss_cl: -0.2789 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [15:13:37.834857] Epoch: [157] [1180/2904] eta: 0:21:55 lr: 0.002261 loss: 0.1857 (0.1966) loss_rec_all: 0.2119 (0.2225) loss_rec_sfr: 0.2719 (0.2885) loss_cl: -0.2791 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [15:13:52.745327] Epoch: [157] [1200/2904] eta: 0:21:39 lr: 0.002261 loss: 0.1881 (0.1967) loss_rec_all: 0.2143 (0.2225) loss_rec_sfr: 0.2445 (0.2885) loss_cl: -0.2785 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [15:14:07.659681] Epoch: [157] [1220/2904] eta: 0:21:23 lr: 0.002261 loss: 0.1864 (0.1967) loss_rec_all: 0.2120 (0.2226) loss_rec_sfr: 0.2868 (0.2887) loss_cl: -0.2776 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [15:14:22.571120] Epoch: [157] [1240/2904] eta: 0:21:08 lr: 0.002261 loss: 0.1860 (0.1967) loss_rec_all: 0.2122 (0.2226) loss_rec_sfr: 0.2495 (0.2888) loss_cl: -0.2783 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [15:14:37.481635] Epoch: [157] [1260/2904] eta: 0:20:52 lr: 0.002261 loss: 0.1894 (0.1967) loss_rec_all: 0.2152 (0.2226) loss_rec_sfr: 0.2801 (0.2888) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [15:14:52.392880] Epoch: [157] [1280/2904] eta: 0:20:36 lr: 0.002261 loss: 0.1865 (0.1966) loss_rec_all: 0.2125 (0.2224) loss_rec_sfr: 0.2654 (0.2883) loss_cl: -0.2795 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [15:15:07.310151] Epoch: [157] [1300/2904] eta: 0:20:21 lr: 0.002261 loss: 0.1876 (0.1966) loss_rec_all: 0.2135 (0.2225) loss_rec_sfr: 0.2863 (0.2886) loss_cl: -0.2795 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [15:15:22.230681] Epoch: [157] [1320/2904] eta: 0:20:05 lr: 0.002261 loss: 0.1916 (0.1966) loss_rec_all: 0.2177 (0.2225) loss_rec_sfr: 0.2711 (0.2887) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [15:15:37.148871] Epoch: [157] [1340/2904] eta: 0:19:49 lr: 0.002261 loss: 0.1855 (0.1966) loss_rec_all: 0.2112 (0.2225) loss_rec_sfr: 0.2850 (0.2889) loss_cl: -0.2781 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [15:15:52.057338] Epoch: [157] [1360/2904] eta: 0:19:34 lr: 0.002261 loss: 0.1873 (0.1966) loss_rec_all: 0.2130 (0.2224) loss_rec_sfr: 0.2806 (0.2889) loss_cl: -0.2786 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [15:16:06.967898] Epoch: [157] [1380/2904] eta: 0:19:18 lr: 0.002261 loss: 0.1924 (0.1969) loss_rec_all: 0.2183 (0.2227) loss_rec_sfr: 0.2840 (0.2897) loss_cl: -0.2785 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [15:16:21.882383] Epoch: [157] [1400/2904] eta: 0:19:03 lr: 0.002261 loss: 0.1876 (0.1969) loss_rec_all: 0.2136 (0.2228) loss_rec_sfr: 0.2701 (0.2900) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [15:16:36.796714] Epoch: [157] [1420/2904] eta: 0:18:47 lr: 0.002261 loss: 0.1839 (0.1971) loss_rec_all: 0.2098 (0.2229) loss_rec_sfr: 0.2791 (0.2904) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [15:16:51.703173] Epoch: [157] [1440/2904] eta: 0:18:32 lr: 0.002261 loss: 0.1884 (0.1971) loss_rec_all: 0.2149 (0.2230) loss_rec_sfr: 0.2762 (0.2906) loss_cl: -0.2792 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [15:17:06.609281] Epoch: [157] [1460/2904] eta: 0:18:16 lr: 0.002261 loss: 0.1905 (0.1972) loss_rec_all: 0.2170 (0.2230) loss_rec_sfr: 0.2667 (0.2907) loss_cl: -0.2789 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [15:17:21.517772] Epoch: [157] [1480/2904] eta: 0:18:01 lr: 0.002261 loss: 0.1897 (0.1972) loss_rec_all: 0.2156 (0.2230) loss_rec_sfr: 0.2847 (0.2910) loss_cl: -0.2789 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [15:17:36.430018] Epoch: [157] [1500/2904] eta: 0:17:45 lr: 0.002261 loss: 0.1868 (0.1973) loss_rec_all: 0.2131 (0.2231) loss_rec_sfr: 0.2764 (0.2914) loss_cl: -0.2783 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [15:17:51.344149] Epoch: [157] [1520/2904] eta: 0:17:30 lr: 0.002261 loss: 0.1962 (0.1974) loss_rec_all: 0.2222 (0.2232) loss_rec_sfr: 0.2847 (0.2918) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [15:18:06.252246] Epoch: [157] [1540/2904] eta: 0:17:15 lr: 0.002261 loss: 0.1892 (0.1973) loss_rec_all: 0.2150 (0.2232) loss_rec_sfr: 0.2693 (0.2916) loss_cl: -0.2788 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [15:18:21.160230] Epoch: [157] [1560/2904] eta: 0:16:59 lr: 0.002261 loss: 0.1965 (0.1975) loss_rec_all: 0.2228 (0.2234) loss_rec_sfr: 0.2865 (0.2922) loss_cl: -0.2795 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [15:18:36.069917] Epoch: [157] [1580/2904] eta: 0:16:44 lr: 0.002261 loss: 0.1860 (0.1975) loss_rec_all: 0.2121 (0.2233) loss_rec_sfr: 0.2378 (0.2919) loss_cl: -0.2778 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [15:18:50.976812] Epoch: [157] [1600/2904] eta: 0:16:28 lr: 0.002261 loss: 0.1880 (0.1975) loss_rec_all: 0.2139 (0.2233) loss_rec_sfr: 0.2728 (0.2918) loss_cl: -0.2795 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [15:19:05.885082] Epoch: [157] [1620/2904] eta: 0:16:13 lr: 0.002261 loss: 0.1855 (0.1975) loss_rec_all: 0.2117 (0.2234) loss_rec_sfr: 0.2866 (0.2921) loss_cl: -0.2796 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [15:19:20.787900] Epoch: [157] [1640/2904] eta: 0:15:58 lr: 0.002261 loss: 0.1923 (0.1976) loss_rec_all: 0.2180 (0.2234) loss_rec_sfr: 0.2594 (0.2920) loss_cl: -0.2778 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [15:19:35.700062] Epoch: [157] [1660/2904] eta: 0:15:42 lr: 0.002261 loss: 0.1873 (0.1976) loss_rec_all: 0.2133 (0.2234) loss_rec_sfr: 0.2619 (0.2919) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [15:19:50.613561] Epoch: [157] [1680/2904] eta: 0:15:27 lr: 0.002261 loss: 0.1880 (0.1976) loss_rec_all: 0.2144 (0.2234) loss_rec_sfr: 0.2807 (0.2920) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [15:20:05.524738] Epoch: [157] [1700/2904] eta: 0:15:12 lr: 0.002261 loss: 0.1854 (0.1976) loss_rec_all: 0.2120 (0.2234) loss_rec_sfr: 0.2444 (0.2920) loss_cl: -0.2797 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [15:20:20.439562] Epoch: [157] [1720/2904] eta: 0:14:56 lr: 0.002261 loss: 0.1847 (0.1975) loss_rec_all: 0.2103 (0.2233) loss_rec_sfr: 0.2723 (0.2918) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [15:20:35.348415] Epoch: [157] [1740/2904] eta: 0:14:41 lr: 0.002261 loss: 0.1957 (0.1977) loss_rec_all: 0.2216 (0.2236) loss_rec_sfr: 0.2932 (0.2926) loss_cl: -0.2777 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [15:20:50.260499] Epoch: [157] [1760/2904] eta: 0:14:26 lr: 0.002261 loss: 0.1848 (0.1977) loss_rec_all: 0.2109 (0.2235) loss_rec_sfr: 0.2438 (0.2924) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [15:21:05.171525] Epoch: [157] [1780/2904] eta: 0:14:10 lr: 0.002261 loss: 0.1883 (0.1976) loss_rec_all: 0.2146 (0.2235) loss_rec_sfr: 0.2570 (0.2922) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [15:21:20.076115] Epoch: [157] [1800/2904] eta: 0:13:55 lr: 0.002261 loss: 0.1886 (0.1977) loss_rec_all: 0.2147 (0.2235) loss_rec_sfr: 0.2796 (0.2924) loss_cl: -0.2783 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [15:21:34.983599] Epoch: [157] [1820/2904] eta: 0:13:40 lr: 0.002261 loss: 0.1869 (0.1976) loss_rec_all: 0.2130 (0.2234) loss_rec_sfr: 0.2619 (0.2921) loss_cl: -0.2790 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [15:21:49.893737] Epoch: [157] [1840/2904] eta: 0:13:25 lr: 0.002261 loss: 0.1884 (0.1976) loss_rec_all: 0.2142 (0.2235) loss_rec_sfr: 0.2780 (0.2922) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [15:22:04.807944] Epoch: [157] [1860/2904] eta: 0:13:09 lr: 0.002261 loss: 0.1914 (0.1978) loss_rec_all: 0.2176 (0.2236) loss_rec_sfr: 0.2872 (0.2928) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [15:22:19.716565] Epoch: [157] [1880/2904] eta: 0:12:54 lr: 0.002261 loss: 0.1857 (0.1978) loss_rec_all: 0.2119 (0.2236) loss_rec_sfr: 0.2711 (0.2930) loss_cl: -0.2795 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [15:22:34.624315] Epoch: [157] [1900/2904] eta: 0:12:39 lr: 0.002261 loss: 0.1910 (0.1979) loss_rec_all: 0.2169 (0.2238) loss_rec_sfr: 0.2814 (0.2935) loss_cl: -0.2788 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [15:22:49.532008] Epoch: [157] [1920/2904] eta: 0:12:24 lr: 0.002261 loss: 0.1881 (0.1980) loss_rec_all: 0.2139 (0.2238) loss_rec_sfr: 0.2809 (0.2936) loss_cl: -0.2781 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [15:23:04.439823] Epoch: [157] [1940/2904] eta: 0:12:08 lr: 0.002261 loss: 0.1917 (0.1980) loss_rec_all: 0.2175 (0.2239) loss_rec_sfr: 0.2684 (0.2938) loss_cl: -0.2789 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [15:23:19.352577] Epoch: [157] [1960/2904] eta: 0:11:53 lr: 0.002261 loss: 0.1901 (0.1981) loss_rec_all: 0.2160 (0.2239) loss_rec_sfr: 0.2863 (0.2939) loss_cl: -0.2779 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [15:23:34.269185] Epoch: [157] [1980/2904] eta: 0:11:38 lr: 0.002261 loss: 0.1894 (0.1981) loss_rec_all: 0.2152 (0.2239) loss_rec_sfr: 0.2617 (0.2938) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [15:23:49.175178] Epoch: [157] [2000/2904] eta: 0:11:23 lr: 0.002261 loss: 0.1884 (0.1981) loss_rec_all: 0.2144 (0.2239) loss_rec_sfr: 0.2770 (0.2939) loss_cl: -0.2791 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [15:24:04.081551] Epoch: [157] [2020/2904] eta: 0:11:07 lr: 0.002261 loss: 0.1908 (0.1981) loss_rec_all: 0.2168 (0.2239) loss_rec_sfr: 0.2772 (0.2939) loss_cl: -0.2799 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [15:24:18.987145] Epoch: [157] [2040/2904] eta: 0:10:52 lr: 0.002261 loss: 0.1905 (0.1982) loss_rec_all: 0.2165 (0.2240) loss_rec_sfr: 0.2816 (0.2942) loss_cl: -0.2794 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [15:24:33.897641] Epoch: [157] [2060/2904] eta: 0:10:37 lr: 0.002261 loss: 0.1864 (0.1981) loss_rec_all: 0.2127 (0.2239) loss_rec_sfr: 0.2387 (0.2939) loss_cl: -0.2781 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [15:24:48.810962] Epoch: [157] [2080/2904] eta: 0:10:22 lr: 0.002261 loss: 0.1946 (0.1982) loss_rec_all: 0.2204 (0.2240) loss_rec_sfr: 0.2849 (0.2941) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [15:25:03.717641] Epoch: [157] [2100/2904] eta: 0:10:07 lr: 0.002261 loss: 0.1926 (0.1982) loss_rec_all: 0.2183 (0.2240) loss_rec_sfr: 0.2811 (0.2942) loss_cl: -0.2788 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [15:25:18.622220] Epoch: [157] [2120/2904] eta: 0:09:52 lr: 0.002261 loss: 0.1904 (0.1982) loss_rec_all: 0.2162 (0.2240) loss_rec_sfr: 0.2750 (0.2942) loss_cl: -0.2786 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [15:25:33.538332] Epoch: [157] [2140/2904] eta: 0:09:36 lr: 0.002261 loss: 0.1879 (0.1982) loss_rec_all: 0.2138 (0.2240) loss_rec_sfr: 0.2724 (0.2942) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [15:25:48.456337] Epoch: [157] [2160/2904] eta: 0:09:21 lr: 0.002261 loss: 0.1883 (0.1983) loss_rec_all: 0.2148 (0.2241) loss_rec_sfr: 0.2793 (0.2944) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [15:26:03.369750] Epoch: [157] [2180/2904] eta: 0:09:06 lr: 0.002261 loss: 0.1863 (0.1982) loss_rec_all: 0.2127 (0.2240) loss_rec_sfr: 0.2450 (0.2941) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [15:26:18.281188] Epoch: [157] [2200/2904] eta: 0:08:51 lr: 0.002261 loss: 0.1882 (0.1982) loss_rec_all: 0.2144 (0.2240) loss_rec_sfr: 0.2635 (0.2940) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0005 max mem: 29860 [15:26:33.196254] Epoch: [157] [2220/2904] eta: 0:08:36 lr: 0.002261 loss: 0.1861 (0.1981) loss_rec_all: 0.2125 (0.2240) loss_rec_sfr: 0.2618 (0.2937) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [15:26:48.115489] Epoch: [157] [2240/2904] eta: 0:08:21 lr: 0.002261 loss: 0.1872 (0.1981) loss_rec_all: 0.2135 (0.2239) loss_rec_sfr: 0.2842 (0.2938) loss_cl: -0.2784 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [15:27:03.035828] Epoch: [157] [2260/2904] eta: 0:08:05 lr: 0.002261 loss: 0.1863 (0.1981) loss_rec_all: 0.2124 (0.2239) loss_rec_sfr: 0.2741 (0.2938) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0004 max mem: 29860 [15:27:17.952849] Epoch: [157] [2280/2904] eta: 0:07:50 lr: 0.002261 loss: 0.1863 (0.1981) loss_rec_all: 0.2122 (0.2239) loss_rec_sfr: 0.2840 (0.2938) loss_cl: -0.2795 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [15:27:32.867805] Epoch: [157] [2300/2904] eta: 0:07:35 lr: 0.002261 loss: 0.1890 (0.1981) loss_rec_all: 0.2153 (0.2239) loss_rec_sfr: 0.2730 (0.2938) loss_cl: -0.2795 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [15:27:47.778302] Epoch: [157] [2320/2904] eta: 0:07:20 lr: 0.002261 loss: 0.1889 (0.1981) loss_rec_all: 0.2151 (0.2239) loss_rec_sfr: 0.2414 (0.2935) loss_cl: -0.2792 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [15:28:02.686720] Epoch: [157] [2340/2904] eta: 0:07:05 lr: 0.002261 loss: 0.1862 (0.1980) loss_rec_all: 0.2121 (0.2238) loss_rec_sfr: 0.2685 (0.2933) loss_cl: -0.2783 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [15:28:17.591058] Epoch: [157] [2360/2904] eta: 0:06:50 lr: 0.002260 loss: 0.1852 (0.1980) loss_rec_all: 0.2115 (0.2238) loss_rec_sfr: 0.2337 (0.2932) loss_cl: -0.2782 (-0.2788) time: 0.7452 data: 0.0003 max mem: 29860 [15:28:32.503807] Epoch: [157] [2380/2904] eta: 0:06:35 lr: 0.002260 loss: 0.1883 (0.1979) loss_rec_all: 0.2147 (0.2237) loss_rec_sfr: 0.2739 (0.2930) loss_cl: -0.2780 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [15:28:47.422485] Epoch: [157] [2400/2904] eta: 0:06:20 lr: 0.002260 loss: 0.1899 (0.1979) loss_rec_all: 0.2159 (0.2237) loss_rec_sfr: 0.2726 (0.2929) loss_cl: -0.2796 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [15:29:02.337321] Epoch: [157] [2420/2904] eta: 0:06:04 lr: 0.002260 loss: 0.1855 (0.1978) loss_rec_all: 0.2122 (0.2236) loss_rec_sfr: 0.2641 (0.2926) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [15:29:17.248550] Epoch: [157] [2440/2904] eta: 0:05:49 lr: 0.002260 loss: 0.2027 (0.1980) loss_rec_all: 0.2286 (0.2238) loss_rec_sfr: 0.2844 (0.2931) loss_cl: -0.2783 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [15:29:32.160384] Epoch: [157] [2460/2904] eta: 0:05:34 lr: 0.002260 loss: 0.1972 (0.1980) loss_rec_all: 0.2232 (0.2239) loss_rec_sfr: 0.2786 (0.2933) loss_cl: -0.2794 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [15:29:47.071340] Epoch: [157] [2480/2904] eta: 0:05:19 lr: 0.002260 loss: 0.1865 (0.1981) loss_rec_all: 0.2123 (0.2239) loss_rec_sfr: 0.2781 (0.2934) loss_cl: -0.2797 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [15:30:01.981255] Epoch: [157] [2500/2904] eta: 0:05:04 lr: 0.002260 loss: 0.1843 (0.1980) loss_rec_all: 0.2104 (0.2238) loss_rec_sfr: 0.2627 (0.2932) loss_cl: -0.2788 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [15:30:16.893110] Epoch: [157] [2520/2904] eta: 0:04:49 lr: 0.002260 loss: 0.1914 (0.1981) loss_rec_all: 0.2177 (0.2239) loss_rec_sfr: 0.2710 (0.2932) loss_cl: -0.2778 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [15:30:31.802194] Epoch: [157] [2540/2904] eta: 0:04:34 lr: 0.002260 loss: 0.1851 (0.1980) loss_rec_all: 0.2110 (0.2238) loss_rec_sfr: 0.2717 (0.2930) loss_cl: -0.2790 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [15:30:46.713205] Epoch: [157] [2560/2904] eta: 0:04:19 lr: 0.002260 loss: 0.1853 (0.1979) loss_rec_all: 0.2115 (0.2238) loss_rec_sfr: 0.2731 (0.2929) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [15:31:01.626135] Epoch: [157] [2580/2904] eta: 0:04:04 lr: 0.002260 loss: 0.1857 (0.1979) loss_rec_all: 0.2119 (0.2237) loss_rec_sfr: 0.2669 (0.2927) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [15:31:16.542698] Epoch: [157] [2600/2904] eta: 0:03:49 lr: 0.002260 loss: 0.1903 (0.1979) loss_rec_all: 0.2160 (0.2237) loss_rec_sfr: 0.2701 (0.2926) loss_cl: -0.2781 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [15:31:31.451211] Epoch: [157] [2620/2904] eta: 0:03:33 lr: 0.002260 loss: 0.1882 (0.1979) loss_rec_all: 0.2144 (0.2237) loss_rec_sfr: 0.2739 (0.2926) loss_cl: -0.2784 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [15:31:46.362439] Epoch: [157] [2640/2904] eta: 0:03:18 lr: 0.002260 loss: 0.1929 (0.1979) loss_rec_all: 0.2191 (0.2238) loss_rec_sfr: 0.2877 (0.2929) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [15:32:01.278719] Epoch: [157] [2660/2904] eta: 0:03:03 lr: 0.002260 loss: 0.1837 (0.1979) loss_rec_all: 0.2101 (0.2238) loss_rec_sfr: 0.2638 (0.2929) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [15:32:16.198036] Epoch: [157] [2680/2904] eta: 0:02:48 lr: 0.002260 loss: 0.1942 (0.1980) loss_rec_all: 0.2204 (0.2238) loss_rec_sfr: 0.2738 (0.2930) loss_cl: -0.2796 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [15:32:31.111001] Epoch: [157] [2700/2904] eta: 0:02:33 lr: 0.002260 loss: 0.1837 (0.1979) loss_rec_all: 0.2098 (0.2238) loss_rec_sfr: 0.2717 (0.2929) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [15:32:46.022599] Epoch: [157] [2720/2904] eta: 0:02:18 lr: 0.002260 loss: 0.1851 (0.1979) loss_rec_all: 0.2111 (0.2237) loss_rec_sfr: 0.2815 (0.2929) loss_cl: -0.2797 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [15:33:00.932633] Epoch: [157] [2740/2904] eta: 0:02:03 lr: 0.002260 loss: 0.1851 (0.1979) loss_rec_all: 0.2114 (0.2237) loss_rec_sfr: 0.2649 (0.2927) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [15:33:15.842712] Epoch: [157] [2760/2904] eta: 0:01:48 lr: 0.002260 loss: 0.1882 (0.1979) loss_rec_all: 0.2139 (0.2237) loss_rec_sfr: 0.2824 (0.2929) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [15:33:30.751467] Epoch: [157] [2780/2904] eta: 0:01:33 lr: 0.002260 loss: 0.1893 (0.1979) loss_rec_all: 0.2153 (0.2237) loss_rec_sfr: 0.2658 (0.2928) loss_cl: -0.2782 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [15:33:45.662949] Epoch: [157] [2800/2904] eta: 0:01:18 lr: 0.002260 loss: 0.1832 (0.1978) loss_rec_all: 0.2098 (0.2236) loss_rec_sfr: 0.2564 (0.2926) loss_cl: -0.2797 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [15:34:00.572026] Epoch: [157] [2820/2904] eta: 0:01:03 lr: 0.002260 loss: 0.1880 (0.1978) loss_rec_all: 0.2139 (0.2236) loss_rec_sfr: 0.2834 (0.2926) loss_cl: -0.2790 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [15:34:15.577579] Epoch: [157] [2840/2904] eta: 0:00:48 lr: 0.002260 loss: 0.1888 (0.1978) loss_rec_all: 0.2148 (0.2236) loss_rec_sfr: 0.2755 (0.2926) loss_cl: -0.2784 (-0.2788) time: 0.7502 data: 0.0057 max mem: 29860 [15:34:30.486275] Epoch: [157] [2860/2904] eta: 0:00:33 lr: 0.002260 loss: 0.1887 (0.1978) loss_rec_all: 0.2147 (0.2236) loss_rec_sfr: 0.2682 (0.2926) loss_cl: -0.2786 (-0.2788) time: 0.7454 data: 0.0001 max mem: 29860 [15:34:45.387394] Epoch: [157] [2880/2904] eta: 0:00:18 lr: 0.002260 loss: 0.1863 (0.1978) loss_rec_all: 0.2129 (0.2236) loss_rec_sfr: 0.2370 (0.2925) loss_cl: -0.2793 (-0.2788) time: 0.7450 data: 0.0001 max mem: 29860 [15:35:00.281650] Epoch: [157] [2900/2904] eta: 0:00:03 lr: 0.002260 loss: 0.1862 (0.1978) loss_rec_all: 0.2124 (0.2236) loss_rec_sfr: 0.2671 (0.2925) loss_cl: -0.2801 (-0.2788) time: 0.7447 data: 0.0001 max mem: 29860 [15:35:02.523799] Epoch: [157] [2903/2904] eta: 0:00:00 lr: 0.002260 loss: 0.1856 (0.1978) loss_rec_all: 0.2119 (0.2236) loss_rec_sfr: 0.2383 (0.2924) loss_cl: -0.2799 (-0.2788) time: 0.7447 data: 0.0001 max mem: 29860 [15:35:04.618461] Epoch: [157] Total time: 0:36:27 (0.7534 s / it) [15:35:04.619749] Averaged stats: lr: 0.002260 loss: 0.1856 (0.2001) loss_rec_all: 0.2119 (0.2236) loss_rec_sfr: 0.2383 (0.2929) loss_cl: -0.2799 (-0.2555) [15:35:04.625049] log_dir: ./checkpoint/VF2_ViT-B [15:35:21.456051] Epoch: [158] [ 0/2904] eta: 13:34:35 lr: 0.002260 loss: 0.1801 (0.1801) loss_rec_all: 0.2060 (0.2060) loss_rec_sfr: 0.2824 (0.2824) loss_cl: -0.2780 (-0.2780) time: 16.8304 data: 16.0993 max mem: 29860 [15:35:37.370788] Epoch: [158] [ 20/2904] eta: 1:14:56 lr: 0.002260 loss: 0.1917 (0.1993) loss_rec_all: 0.2173 (0.2250) loss_rec_sfr: 0.2753 (0.3062) loss_cl: -0.2780 (-0.2782) time: 0.7957 data: 0.0002 max mem: 29860 [15:35:52.275013] Epoch: [158] [ 40/2904] eta: 0:55:28 lr: 0.002260 loss: 0.1837 (0.1950) loss_rec_all: 0.2099 (0.2207) loss_rec_sfr: 0.2672 (0.2931) loss_cl: -0.2779 (-0.2781) time: 0.7452 data: 0.0003 max mem: 29860 [15:36:07.189203] Epoch: [158] [ 60/2904] eta: 0:48:36 lr: 0.002260 loss: 0.1881 (0.1961) loss_rec_all: 0.2141 (0.2219) loss_rec_sfr: 0.2670 (0.2904) loss_cl: -0.2784 (-0.2782) time: 0.7457 data: 0.0002 max mem: 29860 [15:36:22.112351] Epoch: [158] [ 80/2904] eta: 0:45:01 lr: 0.002260 loss: 0.1860 (0.1951) loss_rec_all: 0.2123 (0.2209) loss_rec_sfr: 0.2735 (0.2870) loss_cl: -0.2789 (-0.2783) time: 0.7461 data: 0.0003 max mem: 29860 [15:36:37.071649] Epoch: [158] [ 100/2904] eta: 0:42:46 lr: 0.002260 loss: 0.1856 (0.1952) loss_rec_all: 0.2118 (0.2210) loss_rec_sfr: 0.2802 (0.2878) loss_cl: -0.2787 (-0.2784) time: 0.7479 data: 0.0003 max mem: 29860 [15:36:51.999458] Epoch: [158] [ 120/2904] eta: 0:41:10 lr: 0.002260 loss: 0.1924 (0.1975) loss_rec_all: 0.2185 (0.2233) loss_rec_sfr: 0.2784 (0.2953) loss_cl: -0.2790 (-0.2785) time: 0.7463 data: 0.0003 max mem: 29860 [15:37:06.923573] Epoch: [158] [ 140/2904] eta: 0:39:57 lr: 0.002260 loss: 0.1859 (0.1963) loss_rec_all: 0.2117 (0.2221) loss_rec_sfr: 0.2390 (0.2902) loss_cl: -0.2783 (-0.2784) time: 0.7462 data: 0.0003 max mem: 29860 [15:37:21.867832] Epoch: [158] [ 160/2904] eta: 0:38:58 lr: 0.002260 loss: 0.1907 (0.1961) loss_rec_all: 0.2165 (0.2220) loss_rec_sfr: 0.2726 (0.2889) loss_cl: -0.2786 (-0.2785) time: 0.7472 data: 0.0003 max mem: 29860 [15:37:36.787216] Epoch: [158] [ 180/2904] eta: 0:38:09 lr: 0.002260 loss: 0.1879 (0.1961) loss_rec_all: 0.2140 (0.2219) loss_rec_sfr: 0.2884 (0.2894) loss_cl: -0.2788 (-0.2785) time: 0.7459 data: 0.0003 max mem: 29860 [15:37:51.711951] Epoch: [158] [ 200/2904] eta: 0:37:27 lr: 0.002260 loss: 0.1882 (0.1969) loss_rec_all: 0.2145 (0.2227) loss_rec_sfr: 0.2756 (0.2912) loss_cl: -0.2792 (-0.2786) time: 0.7462 data: 0.0003 max mem: 29860 [15:38:06.620168] Epoch: [158] [ 220/2904] eta: 0:36:50 lr: 0.002260 loss: 0.1873 (0.1968) loss_rec_all: 0.2132 (0.2226) loss_rec_sfr: 0.2749 (0.2909) loss_cl: -0.2786 (-0.2786) time: 0.7454 data: 0.0003 max mem: 29860 [15:38:21.549552] Epoch: [158] [ 240/2904] eta: 0:36:16 lr: 0.002260 loss: 0.1894 (0.1968) loss_rec_all: 0.2154 (0.2226) loss_rec_sfr: 0.2702 (0.2899) loss_cl: -0.2791 (-0.2786) time: 0.7464 data: 0.0003 max mem: 29860 [15:38:36.459032] Epoch: [158] [ 260/2904] eta: 0:35:45 lr: 0.002260 loss: 0.1935 (0.1975) loss_rec_all: 0.2198 (0.2233) loss_rec_sfr: 0.2739 (0.2914) loss_cl: -0.2790 (-0.2786) time: 0.7454 data: 0.0003 max mem: 29860 [15:38:51.380436] Epoch: [158] [ 280/2904] eta: 0:35:17 lr: 0.002260 loss: 0.1874 (0.1974) loss_rec_all: 0.2133 (0.2232) loss_rec_sfr: 0.2907 (0.2918) loss_cl: -0.2787 (-0.2786) time: 0.7460 data: 0.0003 max mem: 29860 [15:39:06.293346] Epoch: [158] [ 300/2904] eta: 0:34:50 lr: 0.002260 loss: 0.1852 (0.1979) loss_rec_all: 0.2115 (0.2237) loss_rec_sfr: 0.2749 (0.2931) loss_cl: -0.2785 (-0.2786) time: 0.7456 data: 0.0002 max mem: 29860 [15:39:21.203757] Epoch: [158] [ 320/2904] eta: 0:34:25 lr: 0.002260 loss: 0.1882 (0.1976) loss_rec_all: 0.2141 (0.2234) loss_rec_sfr: 0.2714 (0.2920) loss_cl: -0.2786 (-0.2786) time: 0.7455 data: 0.0002 max mem: 29860 [15:39:36.122178] Epoch: [158] [ 340/2904] eta: 0:34:01 lr: 0.002260 loss: 0.1895 (0.1973) loss_rec_all: 0.2154 (0.2232) loss_rec_sfr: 0.2711 (0.2912) loss_cl: -0.2785 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [15:39:51.043517] Epoch: [158] [ 360/2904] eta: 0:33:38 lr: 0.002260 loss: 0.1861 (0.1976) loss_rec_all: 0.2124 (0.2234) loss_rec_sfr: 0.2725 (0.2916) loss_cl: -0.2791 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [15:40:05.958381] Epoch: [158] [ 380/2904] eta: 0:33:16 lr: 0.002260 loss: 0.1877 (0.1977) loss_rec_all: 0.2138 (0.2236) loss_rec_sfr: 0.2644 (0.2917) loss_cl: -0.2791 (-0.2786) time: 0.7457 data: 0.0003 max mem: 29860 [15:40:20.869264] Epoch: [158] [ 400/2904] eta: 0:32:54 lr: 0.002260 loss: 0.1905 (0.1979) loss_rec_all: 0.2163 (0.2237) loss_rec_sfr: 0.2793 (0.2921) loss_cl: -0.2789 (-0.2786) time: 0.7455 data: 0.0002 max mem: 29860 [15:40:35.779115] Epoch: [158] [ 420/2904] eta: 0:32:33 lr: 0.002260 loss: 0.1851 (0.1977) loss_rec_all: 0.2110 (0.2236) loss_rec_sfr: 0.2672 (0.2917) loss_cl: -0.2791 (-0.2786) time: 0.7454 data: 0.0003 max mem: 29860 [15:40:50.688555] Epoch: [158] [ 440/2904] eta: 0:32:13 lr: 0.002260 loss: 0.1879 (0.1979) loss_rec_all: 0.2139 (0.2237) loss_rec_sfr: 0.2676 (0.2923) loss_cl: -0.2793 (-0.2786) time: 0.7454 data: 0.0002 max mem: 29860 [15:41:05.602616] Epoch: [158] [ 460/2904] eta: 0:31:53 lr: 0.002260 loss: 0.1875 (0.1979) loss_rec_all: 0.2134 (0.2237) loss_rec_sfr: 0.2686 (0.2923) loss_cl: -0.2798 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [15:41:20.514536] Epoch: [158] [ 480/2904] eta: 0:31:34 lr: 0.002260 loss: 0.1880 (0.1982) loss_rec_all: 0.2139 (0.2240) loss_rec_sfr: 0.2706 (0.2935) loss_cl: -0.2789 (-0.2787) time: 0.7456 data: 0.0003 max mem: 29860 [15:41:35.430073] Epoch: [158] [ 500/2904] eta: 0:31:15 lr: 0.002260 loss: 0.1909 (0.1983) loss_rec_all: 0.2169 (0.2241) loss_rec_sfr: 0.2869 (0.2938) loss_cl: -0.2782 (-0.2787) time: 0.7457 data: 0.0003 max mem: 29860 [15:41:50.346538] Epoch: [158] [ 520/2904] eta: 0:30:56 lr: 0.002260 loss: 0.1880 (0.1981) loss_rec_all: 0.2138 (0.2239) loss_rec_sfr: 0.2767 (0.2933) loss_cl: -0.2785 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [15:42:05.257545] Epoch: [158] [ 540/2904] eta: 0:30:37 lr: 0.002260 loss: 0.1859 (0.1979) loss_rec_all: 0.2118 (0.2238) loss_rec_sfr: 0.2727 (0.2927) loss_cl: -0.2789 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [15:42:20.164766] Epoch: [158] [ 560/2904] eta: 0:30:19 lr: 0.002260 loss: 0.1932 (0.1980) loss_rec_all: 0.2191 (0.2238) loss_rec_sfr: 0.2776 (0.2929) loss_cl: -0.2786 (-0.2787) time: 0.7453 data: 0.0003 max mem: 29860 [15:42:35.079270] Epoch: [158] [ 580/2904] eta: 0:30:01 lr: 0.002260 loss: 0.1901 (0.1980) loss_rec_all: 0.2160 (0.2238) loss_rec_sfr: 0.2792 (0.2930) loss_cl: -0.2786 (-0.2787) time: 0.7457 data: 0.0003 max mem: 29860 [15:42:49.989463] Epoch: [158] [ 600/2904] eta: 0:29:43 lr: 0.002260 loss: 0.1873 (0.1982) loss_rec_all: 0.2130 (0.2240) loss_rec_sfr: 0.2880 (0.2938) loss_cl: -0.2786 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [15:43:04.901504] Epoch: [158] [ 620/2904] eta: 0:29:26 lr: 0.002260 loss: 0.1867 (0.1981) loss_rec_all: 0.2132 (0.2239) loss_rec_sfr: 0.2736 (0.2936) loss_cl: -0.2794 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [15:43:19.815925] Epoch: [158] [ 640/2904] eta: 0:29:08 lr: 0.002260 loss: 0.1874 (0.1983) loss_rec_all: 0.2133 (0.2241) loss_rec_sfr: 0.2881 (0.2941) loss_cl: -0.2792 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [15:43:34.733471] Epoch: [158] [ 660/2904] eta: 0:28:51 lr: 0.002260 loss: 0.1866 (0.1981) loss_rec_all: 0.2129 (0.2239) loss_rec_sfr: 0.2728 (0.2934) loss_cl: -0.2787 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [15:43:49.647253] Epoch: [158] [ 680/2904] eta: 0:28:34 lr: 0.002260 loss: 0.1836 (0.1977) loss_rec_all: 0.2099 (0.2236) loss_rec_sfr: 0.2589 (0.2924) loss_cl: -0.2792 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [15:44:04.562176] Epoch: [158] [ 700/2904] eta: 0:28:17 lr: 0.002259 loss: 0.1893 (0.1976) loss_rec_all: 0.2154 (0.2234) loss_rec_sfr: 0.2738 (0.2919) loss_cl: -0.2788 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [15:44:19.474011] Epoch: [158] [ 720/2904] eta: 0:28:00 lr: 0.002259 loss: 0.1854 (0.1974) loss_rec_all: 0.2113 (0.2233) loss_rec_sfr: 0.2813 (0.2916) loss_cl: -0.2785 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [15:44:34.382447] Epoch: [158] [ 740/2904] eta: 0:27:43 lr: 0.002259 loss: 0.1848 (0.1974) loss_rec_all: 0.2112 (0.2232) loss_rec_sfr: 0.2611 (0.2915) loss_cl: -0.2789 (-0.2787) time: 0.7454 data: 0.0003 max mem: 29860 [15:44:49.296440] Epoch: [158] [ 760/2904] eta: 0:27:27 lr: 0.002259 loss: 0.1853 (0.1973) loss_rec_all: 0.2112 (0.2231) loss_rec_sfr: 0.2703 (0.2913) loss_cl: -0.2788 (-0.2787) time: 0.7456 data: 0.0003 max mem: 29860 [15:45:04.209522] Epoch: [158] [ 780/2904] eta: 0:27:10 lr: 0.002259 loss: 0.1879 (0.1977) loss_rec_all: 0.2143 (0.2235) loss_rec_sfr: 0.2725 (0.2924) loss_cl: -0.2786 (-0.2787) time: 0.7456 data: 0.0005 max mem: 29860 [15:45:19.114436] Epoch: [158] [ 800/2904] eta: 0:26:53 lr: 0.002259 loss: 0.1996 (0.1980) loss_rec_all: 0.2256 (0.2238) loss_rec_sfr: 0.2809 (0.2934) loss_cl: -0.2792 (-0.2787) time: 0.7452 data: 0.0003 max mem: 29860 [15:45:34.026457] Epoch: [158] [ 820/2904] eta: 0:26:37 lr: 0.002259 loss: 0.1885 (0.1981) loss_rec_all: 0.2149 (0.2239) loss_rec_sfr: 0.2821 (0.2935) loss_cl: -0.2792 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [15:45:48.932308] Epoch: [158] [ 840/2904] eta: 0:26:21 lr: 0.002259 loss: 0.1847 (0.1982) loss_rec_all: 0.2107 (0.2240) loss_rec_sfr: 0.2758 (0.2939) loss_cl: -0.2783 (-0.2787) time: 0.7453 data: 0.0004 max mem: 29860 [15:46:03.840616] Epoch: [158] [ 860/2904] eta: 0:26:04 lr: 0.002259 loss: 0.1905 (0.1982) loss_rec_all: 0.2163 (0.2240) loss_rec_sfr: 0.2803 (0.2938) loss_cl: -0.2795 (-0.2787) time: 0.7454 data: 0.0003 max mem: 29860 [15:46:18.752788] Epoch: [158] [ 880/2904] eta: 0:25:48 lr: 0.002259 loss: 0.1898 (0.1981) loss_rec_all: 0.2160 (0.2240) loss_rec_sfr: 0.2722 (0.2937) loss_cl: -0.2789 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [15:46:33.668129] Epoch: [158] [ 900/2904] eta: 0:25:32 lr: 0.002259 loss: 0.1885 (0.1982) loss_rec_all: 0.2143 (0.2240) loss_rec_sfr: 0.2802 (0.2941) loss_cl: -0.2789 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [15:46:48.576459] Epoch: [158] [ 920/2904] eta: 0:25:16 lr: 0.002259 loss: 0.1924 (0.1984) loss_rec_all: 0.2188 (0.2243) loss_rec_sfr: 0.2881 (0.2948) loss_cl: -0.2788 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [15:47:03.482844] Epoch: [158] [ 940/2904] eta: 0:25:00 lr: 0.002259 loss: 0.1868 (0.1984) loss_rec_all: 0.2124 (0.2242) loss_rec_sfr: 0.2387 (0.2946) loss_cl: -0.2789 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [15:47:18.394460] Epoch: [158] [ 960/2904] eta: 0:24:44 lr: 0.002259 loss: 0.1896 (0.1983) loss_rec_all: 0.2158 (0.2242) loss_rec_sfr: 0.2781 (0.2944) loss_cl: -0.2790 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [15:47:33.305355] Epoch: [158] [ 980/2904] eta: 0:24:28 lr: 0.002259 loss: 0.1844 (0.1983) loss_rec_all: 0.2108 (0.2241) loss_rec_sfr: 0.2726 (0.2944) loss_cl: -0.2794 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [15:47:48.212331] Epoch: [158] [1000/2904] eta: 0:24:12 lr: 0.002259 loss: 0.1910 (0.1982) loss_rec_all: 0.2169 (0.2240) loss_rec_sfr: 0.2743 (0.2941) loss_cl: -0.2780 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [15:48:03.123515] Epoch: [158] [1020/2904] eta: 0:23:56 lr: 0.002259 loss: 0.1881 (0.1981) loss_rec_all: 0.2140 (0.2239) loss_rec_sfr: 0.2695 (0.2938) loss_cl: -0.2787 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [15:48:18.037015] Epoch: [158] [1040/2904] eta: 0:23:40 lr: 0.002259 loss: 0.1859 (0.1981) loss_rec_all: 0.2126 (0.2239) loss_rec_sfr: 0.2768 (0.2938) loss_cl: -0.2790 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [15:48:32.956739] Epoch: [158] [1060/2904] eta: 0:23:24 lr: 0.002259 loss: 0.1916 (0.1983) loss_rec_all: 0.2174 (0.2241) loss_rec_sfr: 0.2935 (0.2946) loss_cl: -0.2796 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [15:48:47.867633] Epoch: [158] [1080/2904] eta: 0:23:08 lr: 0.002259 loss: 0.1931 (0.1985) loss_rec_all: 0.2192 (0.2243) loss_rec_sfr: 0.2817 (0.2953) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [15:49:02.776634] Epoch: [158] [1100/2904] eta: 0:22:53 lr: 0.002259 loss: 0.1946 (0.1987) loss_rec_all: 0.2206 (0.2245) loss_rec_sfr: 0.2707 (0.2959) loss_cl: -0.2789 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [15:49:17.686095] Epoch: [158] [1120/2904] eta: 0:22:37 lr: 0.002259 loss: 0.1875 (0.1986) loss_rec_all: 0.2132 (0.2244) loss_rec_sfr: 0.2821 (0.2954) loss_cl: -0.2784 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [15:49:32.595143] Epoch: [158] [1140/2904] eta: 0:22:21 lr: 0.002259 loss: 0.1862 (0.1984) loss_rec_all: 0.2124 (0.2242) loss_rec_sfr: 0.2712 (0.2950) loss_cl: -0.2781 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [15:49:47.503674] Epoch: [158] [1160/2904] eta: 0:22:06 lr: 0.002259 loss: 0.1849 (0.1983) loss_rec_all: 0.2108 (0.2241) loss_rec_sfr: 0.2628 (0.2944) loss_cl: -0.2784 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [15:50:02.425470] Epoch: [158] [1180/2904] eta: 0:21:50 lr: 0.002259 loss: 0.1831 (0.1981) loss_rec_all: 0.2096 (0.2240) loss_rec_sfr: 0.2709 (0.2940) loss_cl: -0.2788 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [15:50:17.347670] Epoch: [158] [1200/2904] eta: 0:21:34 lr: 0.002259 loss: 0.1872 (0.1981) loss_rec_all: 0.2131 (0.2239) loss_rec_sfr: 0.2691 (0.2938) loss_cl: -0.2792 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [15:50:32.263976] Epoch: [158] [1220/2904] eta: 0:21:19 lr: 0.002259 loss: 0.1878 (0.1980) loss_rec_all: 0.2139 (0.2239) loss_rec_sfr: 0.2781 (0.2937) loss_cl: -0.2790 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [15:50:47.176827] Epoch: [158] [1240/2904] eta: 0:21:03 lr: 0.002259 loss: 0.1852 (0.1981) loss_rec_all: 0.2115 (0.2239) loss_rec_sfr: 0.2621 (0.2939) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [15:51:02.092502] Epoch: [158] [1260/2904] eta: 0:20:48 lr: 0.002259 loss: 0.1826 (0.1979) loss_rec_all: 0.2091 (0.2238) loss_rec_sfr: 0.2383 (0.2934) loss_cl: -0.2788 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [15:51:16.995995] Epoch: [158] [1280/2904] eta: 0:20:32 lr: 0.002259 loss: 0.1879 (0.1980) loss_rec_all: 0.2143 (0.2238) loss_rec_sfr: 0.2762 (0.2936) loss_cl: -0.2785 (-0.2787) time: 0.7451 data: 0.0002 max mem: 29860 [15:51:31.904464] Epoch: [158] [1300/2904] eta: 0:20:17 lr: 0.002259 loss: 0.1873 (0.1979) loss_rec_all: 0.2132 (0.2237) loss_rec_sfr: 0.2687 (0.2931) loss_cl: -0.2787 (-0.2787) time: 0.7454 data: 0.0003 max mem: 29860 [15:51:46.818146] Epoch: [158] [1320/2904] eta: 0:20:01 lr: 0.002259 loss: 0.1866 (0.1979) loss_rec_all: 0.2125 (0.2237) loss_rec_sfr: 0.2865 (0.2934) loss_cl: -0.2787 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [15:52:01.728763] Epoch: [158] [1340/2904] eta: 0:19:46 lr: 0.002259 loss: 0.1814 (0.1978) loss_rec_all: 0.2079 (0.2236) loss_rec_sfr: 0.2378 (0.2930) loss_cl: -0.2785 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [15:52:16.637194] Epoch: [158] [1360/2904] eta: 0:19:30 lr: 0.002259 loss: 0.1852 (0.1978) loss_rec_all: 0.2112 (0.2236) loss_rec_sfr: 0.2733 (0.2928) loss_cl: -0.2789 (-0.2787) time: 0.7454 data: 0.0003 max mem: 29860 [15:52:31.547480] Epoch: [158] [1380/2904] eta: 0:19:15 lr: 0.002259 loss: 0.1930 (0.1980) loss_rec_all: 0.2191 (0.2238) loss_rec_sfr: 0.2820 (0.2936) loss_cl: -0.2790 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [15:52:46.457696] Epoch: [158] [1400/2904] eta: 0:18:59 lr: 0.002259 loss: 0.1863 (0.1980) loss_rec_all: 0.2124 (0.2238) loss_rec_sfr: 0.2653 (0.2935) loss_cl: -0.2787 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [15:53:01.373915] Epoch: [158] [1420/2904] eta: 0:18:44 lr: 0.002259 loss: 0.1893 (0.1980) loss_rec_all: 0.2152 (0.2238) loss_rec_sfr: 0.2710 (0.2934) loss_cl: -0.2783 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [15:53:16.296632] Epoch: [158] [1440/2904] eta: 0:18:29 lr: 0.002259 loss: 0.1865 (0.1978) loss_rec_all: 0.2125 (0.2237) loss_rec_sfr: 0.2724 (0.2930) loss_cl: -0.2791 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [15:53:31.213104] Epoch: [158] [1460/2904] eta: 0:18:13 lr: 0.002259 loss: 0.1851 (0.1978) loss_rec_all: 0.2116 (0.2236) loss_rec_sfr: 0.2668 (0.2928) loss_cl: -0.2794 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [15:53:46.127813] Epoch: [158] [1480/2904] eta: 0:17:58 lr: 0.002259 loss: 0.1864 (0.1977) loss_rec_all: 0.2125 (0.2235) loss_rec_sfr: 0.2707 (0.2925) loss_cl: -0.2797 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [15:54:01.042846] Epoch: [158] [1500/2904] eta: 0:17:42 lr: 0.002259 loss: 0.1860 (0.1978) loss_rec_all: 0.2121 (0.2236) loss_rec_sfr: 0.2802 (0.2928) loss_cl: -0.2794 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [15:54:15.959976] Epoch: [158] [1520/2904] eta: 0:17:27 lr: 0.002259 loss: 0.1886 (0.1978) loss_rec_all: 0.2146 (0.2236) loss_rec_sfr: 0.2709 (0.2928) loss_cl: -0.2782 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [15:54:30.875933] Epoch: [158] [1540/2904] eta: 0:17:12 lr: 0.002259 loss: 0.1891 (0.1978) loss_rec_all: 0.2157 (0.2236) loss_rec_sfr: 0.2823 (0.2929) loss_cl: -0.2783 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [15:54:45.785810] Epoch: [158] [1560/2904] eta: 0:16:56 lr: 0.002259 loss: 0.1865 (0.1978) loss_rec_all: 0.2123 (0.2236) loss_rec_sfr: 0.2718 (0.2927) loss_cl: -0.2782 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [15:55:00.699206] Epoch: [158] [1580/2904] eta: 0:16:41 lr: 0.002259 loss: 0.1859 (0.1977) loss_rec_all: 0.2123 (0.2235) loss_rec_sfr: 0.2789 (0.2925) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [15:55:15.614684] Epoch: [158] [1600/2904] eta: 0:16:26 lr: 0.002259 loss: 0.1906 (0.1978) loss_rec_all: 0.2169 (0.2236) loss_rec_sfr: 0.2667 (0.2926) loss_cl: -0.2794 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [15:55:30.533566] Epoch: [158] [1620/2904] eta: 0:16:10 lr: 0.002259 loss: 0.1873 (0.1977) loss_rec_all: 0.2134 (0.2235) loss_rec_sfr: 0.2560 (0.2923) loss_cl: -0.2794 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [15:55:45.447089] Epoch: [158] [1640/2904] eta: 0:15:55 lr: 0.002259 loss: 0.1881 (0.1977) loss_rec_all: 0.2141 (0.2235) loss_rec_sfr: 0.2699 (0.2922) loss_cl: -0.2782 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [15:56:00.364623] Epoch: [158] [1660/2904] eta: 0:15:40 lr: 0.002259 loss: 0.1871 (0.1978) loss_rec_all: 0.2130 (0.2236) loss_rec_sfr: 0.2872 (0.2927) loss_cl: -0.2796 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [15:56:15.279545] Epoch: [158] [1680/2904] eta: 0:15:25 lr: 0.002259 loss: 0.1873 (0.1978) loss_rec_all: 0.2135 (0.2237) loss_rec_sfr: 0.2804 (0.2927) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [15:56:30.193094] Epoch: [158] [1700/2904] eta: 0:15:09 lr: 0.002259 loss: 0.1871 (0.1978) loss_rec_all: 0.2128 (0.2236) loss_rec_sfr: 0.2807 (0.2927) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [15:56:45.106825] Epoch: [158] [1720/2904] eta: 0:14:54 lr: 0.002259 loss: 0.1866 (0.1978) loss_rec_all: 0.2126 (0.2236) loss_rec_sfr: 0.2596 (0.2925) loss_cl: -0.2784 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [15:57:00.017325] Epoch: [158] [1740/2904] eta: 0:14:39 lr: 0.002259 loss: 0.1855 (0.1978) loss_rec_all: 0.2117 (0.2236) loss_rec_sfr: 0.2466 (0.2923) loss_cl: -0.2791 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [15:57:14.939281] Epoch: [158] [1760/2904] eta: 0:14:24 lr: 0.002259 loss: 0.1905 (0.1978) loss_rec_all: 0.2163 (0.2236) loss_rec_sfr: 0.2666 (0.2923) loss_cl: -0.2782 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [15:57:29.856605] Epoch: [158] [1780/2904] eta: 0:14:08 lr: 0.002259 loss: 0.1919 (0.1978) loss_rec_all: 0.2173 (0.2237) loss_rec_sfr: 0.2728 (0.2924) loss_cl: -0.2780 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [15:57:44.770916] Epoch: [158] [1800/2904] eta: 0:13:53 lr: 0.002259 loss: 0.1869 (0.1979) loss_rec_all: 0.2129 (0.2237) loss_rec_sfr: 0.2795 (0.2926) loss_cl: -0.2784 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [15:57:59.682859] Epoch: [158] [1820/2904] eta: 0:13:38 lr: 0.002259 loss: 0.1877 (0.1978) loss_rec_all: 0.2139 (0.2236) loss_rec_sfr: 0.2617 (0.2923) loss_cl: -0.2787 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [15:58:14.594150] Epoch: [158] [1840/2904] eta: 0:13:23 lr: 0.002259 loss: 0.1866 (0.1979) loss_rec_all: 0.2124 (0.2237) loss_rec_sfr: 0.2928 (0.2928) loss_cl: -0.2787 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [15:58:29.506716] Epoch: [158] [1860/2904] eta: 0:13:08 lr: 0.002259 loss: 0.1869 (0.1979) loss_rec_all: 0.2125 (0.2237) loss_rec_sfr: 0.2671 (0.2927) loss_cl: -0.2783 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [15:58:44.419025] Epoch: [158] [1880/2904] eta: 0:12:52 lr: 0.002259 loss: 0.1888 (0.1979) loss_rec_all: 0.2147 (0.2237) loss_rec_sfr: 0.2727 (0.2929) loss_cl: -0.2788 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [15:58:59.333418] Epoch: [158] [1900/2904] eta: 0:12:37 lr: 0.002259 loss: 0.1832 (0.1979) loss_rec_all: 0.2093 (0.2237) loss_rec_sfr: 0.2807 (0.2928) loss_cl: -0.2793 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [15:59:14.246436] Epoch: [158] [1920/2904] eta: 0:12:22 lr: 0.002259 loss: 0.1849 (0.1978) loss_rec_all: 0.2109 (0.2237) loss_rec_sfr: 0.2687 (0.2928) loss_cl: -0.2786 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [15:59:29.159646] Epoch: [158] [1940/2904] eta: 0:12:07 lr: 0.002258 loss: 0.1843 (0.1978) loss_rec_all: 0.2108 (0.2236) loss_rec_sfr: 0.2755 (0.2927) loss_cl: -0.2776 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [15:59:44.075247] Epoch: [158] [1960/2904] eta: 0:11:52 lr: 0.002258 loss: 0.1862 (0.1978) loss_rec_all: 0.2121 (0.2236) loss_rec_sfr: 0.2471 (0.2924) loss_cl: -0.2790 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [15:59:58.987035] Epoch: [158] [1980/2904] eta: 0:11:36 lr: 0.002258 loss: 0.1868 (0.1977) loss_rec_all: 0.2125 (0.2236) loss_rec_sfr: 0.2803 (0.2924) loss_cl: -0.2796 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [16:00:13.903813] Epoch: [158] [2000/2904] eta: 0:11:21 lr: 0.002258 loss: 0.1877 (0.1977) loss_rec_all: 0.2136 (0.2235) loss_rec_sfr: 0.2806 (0.2924) loss_cl: -0.2795 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [16:00:28.820063] Epoch: [158] [2020/2904] eta: 0:11:06 lr: 0.002258 loss: 0.1883 (0.1977) loss_rec_all: 0.2143 (0.2235) loss_rec_sfr: 0.2673 (0.2925) loss_cl: -0.2788 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [16:00:43.728723] Epoch: [158] [2040/2904] eta: 0:10:51 lr: 0.002258 loss: 0.1869 (0.1977) loss_rec_all: 0.2129 (0.2235) loss_rec_sfr: 0.2750 (0.2923) loss_cl: -0.2789 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [16:00:58.639009] Epoch: [158] [2060/2904] eta: 0:10:36 lr: 0.002258 loss: 0.1881 (0.1977) loss_rec_all: 0.2139 (0.2235) loss_rec_sfr: 0.2704 (0.2922) loss_cl: -0.2796 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [16:01:13.552854] Epoch: [158] [2080/2904] eta: 0:10:21 lr: 0.002258 loss: 0.1848 (0.1977) loss_rec_all: 0.2108 (0.2235) loss_rec_sfr: 0.2678 (0.2922) loss_cl: -0.2790 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [16:01:28.464739] Epoch: [158] [2100/2904] eta: 0:10:06 lr: 0.002258 loss: 0.1823 (0.1977) loss_rec_all: 0.2088 (0.2235) loss_rec_sfr: 0.2349 (0.2922) loss_cl: -0.2780 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [16:01:43.372780] Epoch: [158] [2120/2904] eta: 0:09:50 lr: 0.002258 loss: 0.1868 (0.1976) loss_rec_all: 0.2131 (0.2235) loss_rec_sfr: 0.2717 (0.2920) loss_cl: -0.2782 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [16:01:58.276659] Epoch: [158] [2140/2904] eta: 0:09:35 lr: 0.002258 loss: 0.1919 (0.1977) loss_rec_all: 0.2175 (0.2235) loss_rec_sfr: 0.2722 (0.2922) loss_cl: -0.2783 (-0.2787) time: 0.7452 data: 0.0002 max mem: 29860 [16:02:13.188672] Epoch: [158] [2160/2904] eta: 0:09:20 lr: 0.002258 loss: 0.1902 (0.1977) loss_rec_all: 0.2164 (0.2235) loss_rec_sfr: 0.2690 (0.2921) loss_cl: -0.2799 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [16:02:28.097584] Epoch: [158] [2180/2904] eta: 0:09:05 lr: 0.002258 loss: 0.1848 (0.1976) loss_rec_all: 0.2108 (0.2235) loss_rec_sfr: 0.2842 (0.2920) loss_cl: -0.2789 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [16:02:43.007406] Epoch: [158] [2200/2904] eta: 0:08:50 lr: 0.002258 loss: 0.1842 (0.1976) loss_rec_all: 0.2101 (0.2234) loss_rec_sfr: 0.2502 (0.2918) loss_cl: -0.2782 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [16:02:57.916278] Epoch: [158] [2220/2904] eta: 0:08:35 lr: 0.002258 loss: 0.1863 (0.1975) loss_rec_all: 0.2126 (0.2234) loss_rec_sfr: 0.2724 (0.2916) loss_cl: -0.2794 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [16:03:12.821003] Epoch: [158] [2240/2904] eta: 0:08:20 lr: 0.002258 loss: 0.1861 (0.1975) loss_rec_all: 0.2124 (0.2233) loss_rec_sfr: 0.2433 (0.2913) loss_cl: -0.2789 (-0.2787) time: 0.7452 data: 0.0002 max mem: 29860 [16:03:27.733858] Epoch: [158] [2260/2904] eta: 0:08:05 lr: 0.002258 loss: 0.1836 (0.1974) loss_rec_all: 0.2097 (0.2232) loss_rec_sfr: 0.2682 (0.2911) loss_cl: -0.2786 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [16:03:42.646363] Epoch: [158] [2280/2904] eta: 0:07:49 lr: 0.002258 loss: 0.1924 (0.1974) loss_rec_all: 0.2182 (0.2233) loss_rec_sfr: 0.2819 (0.2913) loss_cl: -0.2782 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [16:03:57.560164] Epoch: [158] [2300/2904] eta: 0:07:34 lr: 0.002258 loss: 0.1899 (0.1975) loss_rec_all: 0.2161 (0.2233) loss_rec_sfr: 0.2807 (0.2915) loss_cl: -0.2780 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [16:04:12.468818] Epoch: [158] [2320/2904] eta: 0:07:19 lr: 0.002258 loss: 0.1917 (0.1975) loss_rec_all: 0.2176 (0.2234) loss_rec_sfr: 0.2681 (0.2916) loss_cl: -0.2792 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [16:04:27.379891] Epoch: [158] [2340/2904] eta: 0:07:04 lr: 0.002258 loss: 0.1846 (0.1975) loss_rec_all: 0.2112 (0.2234) loss_rec_sfr: 0.2691 (0.2916) loss_cl: -0.2802 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [16:04:42.288116] Epoch: [158] [2360/2904] eta: 0:06:49 lr: 0.002258 loss: 0.1905 (0.1976) loss_rec_all: 0.2170 (0.2234) loss_rec_sfr: 0.2638 (0.2917) loss_cl: -0.2795 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [16:04:57.195297] Epoch: [158] [2380/2904] eta: 0:06:34 lr: 0.002258 loss: 0.1882 (0.1977) loss_rec_all: 0.2144 (0.2235) loss_rec_sfr: 0.2623 (0.2918) loss_cl: -0.2795 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [16:05:12.103054] Epoch: [158] [2400/2904] eta: 0:06:19 lr: 0.002258 loss: 0.1887 (0.1977) loss_rec_all: 0.2147 (0.2235) loss_rec_sfr: 0.2756 (0.2919) loss_cl: -0.2780 (-0.2787) time: 0.7453 data: 0.0003 max mem: 29860 [16:05:27.013799] Epoch: [158] [2420/2904] eta: 0:06:04 lr: 0.002258 loss: 0.1868 (0.1977) loss_rec_all: 0.2131 (0.2235) loss_rec_sfr: 0.2419 (0.2919) loss_cl: -0.2785 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [16:05:41.926348] Epoch: [158] [2440/2904] eta: 0:05:49 lr: 0.002258 loss: 0.1928 (0.1977) loss_rec_all: 0.2187 (0.2236) loss_rec_sfr: 0.2701 (0.2919) loss_cl: -0.2800 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [16:05:56.838005] Epoch: [158] [2460/2904] eta: 0:05:34 lr: 0.002258 loss: 0.1856 (0.1977) loss_rec_all: 0.2115 (0.2236) loss_rec_sfr: 0.2737 (0.2919) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [16:06:11.750437] Epoch: [158] [2480/2904] eta: 0:05:19 lr: 0.002258 loss: 0.1875 (0.1977) loss_rec_all: 0.2130 (0.2235) loss_rec_sfr: 0.2682 (0.2918) loss_cl: -0.2783 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [16:06:26.661180] Epoch: [158] [2500/2904] eta: 0:05:03 lr: 0.002258 loss: 0.1910 (0.1977) loss_rec_all: 0.2171 (0.2236) loss_rec_sfr: 0.2769 (0.2919) loss_cl: -0.2777 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [16:06:41.567234] Epoch: [158] [2520/2904] eta: 0:04:48 lr: 0.002258 loss: 0.1870 (0.1977) loss_rec_all: 0.2129 (0.2235) loss_rec_sfr: 0.2719 (0.2919) loss_cl: -0.2795 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [16:06:56.473272] Epoch: [158] [2540/2904] eta: 0:04:33 lr: 0.002258 loss: 0.1882 (0.1977) loss_rec_all: 0.2139 (0.2235) loss_rec_sfr: 0.2703 (0.2919) loss_cl: -0.2795 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [16:07:11.390140] Epoch: [158] [2560/2904] eta: 0:04:18 lr: 0.002258 loss: 0.1885 (0.1977) loss_rec_all: 0.2149 (0.2236) loss_rec_sfr: 0.2617 (0.2919) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [16:07:26.303201] Epoch: [158] [2580/2904] eta: 0:04:03 lr: 0.002258 loss: 0.1859 (0.1978) loss_rec_all: 0.2121 (0.2236) loss_rec_sfr: 0.2739 (0.2921) loss_cl: -0.2783 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [16:07:41.216132] Epoch: [158] [2600/2904] eta: 0:03:48 lr: 0.002258 loss: 0.1844 (0.1978) loss_rec_all: 0.2101 (0.2236) loss_rec_sfr: 0.2719 (0.2921) loss_cl: -0.2794 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [16:07:56.140209] Epoch: [158] [2620/2904] eta: 0:03:33 lr: 0.002258 loss: 0.1863 (0.1977) loss_rec_all: 0.2123 (0.2235) loss_rec_sfr: 0.2716 (0.2919) loss_cl: -0.2790 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [16:08:11.057531] Epoch: [158] [2640/2904] eta: 0:03:18 lr: 0.002258 loss: 0.1893 (0.1977) loss_rec_all: 0.2155 (0.2236) loss_rec_sfr: 0.2718 (0.2919) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [16:08:25.961658] Epoch: [158] [2660/2904] eta: 0:03:03 lr: 0.002258 loss: 0.1888 (0.1977) loss_rec_all: 0.2145 (0.2235) loss_rec_sfr: 0.2726 (0.2919) loss_cl: -0.2781 (-0.2787) time: 0.7452 data: 0.0002 max mem: 29860 [16:08:40.878843] Epoch: [158] [2680/2904] eta: 0:02:48 lr: 0.002258 loss: 0.1878 (0.1977) loss_rec_all: 0.2134 (0.2235) loss_rec_sfr: 0.2757 (0.2918) loss_cl: -0.2788 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [16:08:55.787289] Epoch: [158] [2700/2904] eta: 0:02:33 lr: 0.002258 loss: 0.1860 (0.1976) loss_rec_all: 0.2119 (0.2234) loss_rec_sfr: 0.2677 (0.2916) loss_cl: -0.2798 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [16:09:10.699455] Epoch: [158] [2720/2904] eta: 0:02:18 lr: 0.002258 loss: 0.1852 (0.1976) loss_rec_all: 0.2110 (0.2235) loss_rec_sfr: 0.2833 (0.2918) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [16:09:25.619396] Epoch: [158] [2740/2904] eta: 0:02:03 lr: 0.002258 loss: 0.1915 (0.1976) loss_rec_all: 0.2177 (0.2235) loss_rec_sfr: 0.2794 (0.2919) loss_cl: -0.2784 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [16:09:40.535422] Epoch: [158] [2760/2904] eta: 0:01:48 lr: 0.002258 loss: 0.1896 (0.1977) loss_rec_all: 0.2156 (0.2235) loss_rec_sfr: 0.2809 (0.2919) loss_cl: -0.2786 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [16:09:55.445740] Epoch: [158] [2780/2904] eta: 0:01:33 lr: 0.002258 loss: 0.1895 (0.1977) loss_rec_all: 0.2159 (0.2235) loss_rec_sfr: 0.2743 (0.2919) loss_cl: -0.2793 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [16:10:10.357883] Epoch: [158] [2800/2904] eta: 0:01:18 lr: 0.002258 loss: 0.1888 (0.1977) loss_rec_all: 0.2147 (0.2235) loss_rec_sfr: 0.2744 (0.2919) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [16:10:25.267589] Epoch: [158] [2820/2904] eta: 0:01:03 lr: 0.002258 loss: 0.1859 (0.1977) loss_rec_all: 0.2122 (0.2235) loss_rec_sfr: 0.2412 (0.2919) loss_cl: -0.2796 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [16:10:40.239761] Epoch: [158] [2840/2904] eta: 0:00:48 lr: 0.002258 loss: 0.1895 (0.1977) loss_rec_all: 0.2159 (0.2235) loss_rec_sfr: 0.2835 (0.2920) loss_cl: -0.2787 (-0.2788) time: 0.7486 data: 0.0038 max mem: 29860 [16:10:55.136391] Epoch: [158] [2860/2904] eta: 0:00:33 lr: 0.002258 loss: 0.1874 (0.1977) loss_rec_all: 0.2135 (0.2236) loss_rec_sfr: 0.2545 (0.2920) loss_cl: -0.2780 (-0.2788) time: 0.7448 data: 0.0001 max mem: 29860 [16:11:10.026542] Epoch: [158] [2880/2904] eta: 0:00:18 lr: 0.002258 loss: 0.1906 (0.1978) loss_rec_all: 0.2164 (0.2236) loss_rec_sfr: 0.2823 (0.2922) loss_cl: -0.2778 (-0.2787) time: 0.7445 data: 0.0001 max mem: 29860 [16:11:24.917824] Epoch: [158] [2900/2904] eta: 0:00:03 lr: 0.002258 loss: 0.1887 (0.1978) loss_rec_all: 0.2148 (0.2236) loss_rec_sfr: 0.2680 (0.2921) loss_cl: -0.2788 (-0.2787) time: 0.7445 data: 0.0001 max mem: 29860 [16:11:27.160804] Epoch: [158] [2903/2904] eta: 0:00:00 lr: 0.002258 loss: 0.1887 (0.1978) loss_rec_all: 0.2148 (0.2236) loss_rec_sfr: 0.2642 (0.2921) loss_cl: -0.2791 (-0.2787) time: 0.7446 data: 0.0001 max mem: 29860 [16:11:29.324048] Epoch: [158] Total time: 0:36:24 (0.7523 s / it) [16:11:29.325467] Averaged stats: lr: 0.002258 loss: 0.1887 (0.2001) loss_rec_all: 0.2148 (0.2236) loss_rec_sfr: 0.2642 (0.2930) loss_cl: -0.2791 (-0.2555) [16:11:29.331429] log_dir: ./checkpoint/VF2_ViT-B [16:11:45.835955] Epoch: [159] [ 0/2904] eta: 13:18:46 lr: 0.002258 loss: 0.1745 (0.1745) loss_rec_all: 0.2011 (0.2011) loss_rec_sfr: 0.1982 (0.1982) loss_cl: -0.2798 (-0.2798) time: 16.5037 data: 13.6579 max mem: 29860 [16:12:02.739224] Epoch: [159] [ 20/2904] eta: 1:16:27 lr: 0.002258 loss: 0.1872 (0.1961) loss_rec_all: 0.2137 (0.2221) loss_rec_sfr: 0.2734 (0.2844) loss_cl: -0.2797 (-0.2795) time: 0.8451 data: 0.0002 max mem: 29860 [16:12:17.656041] Epoch: [159] [ 40/2904] eta: 0:56:15 lr: 0.002258 loss: 0.1887 (0.1963) loss_rec_all: 0.2152 (0.2223) loss_rec_sfr: 0.2656 (0.2831) loss_cl: -0.2800 (-0.2797) time: 0.7458 data: 0.0003 max mem: 29860 [16:12:32.563393] Epoch: [159] [ 60/2904] eta: 0:49:07 lr: 0.002258 loss: 0.1855 (0.1970) loss_rec_all: 0.2117 (0.2229) loss_rec_sfr: 0.2844 (0.2906) loss_cl: -0.2786 (-0.2793) time: 0.7453 data: 0.0002 max mem: 29860 [16:12:47.476567] Epoch: [159] [ 80/2904] eta: 0:45:24 lr: 0.002258 loss: 0.1854 (0.1947) loss_rec_all: 0.2112 (0.2206) loss_rec_sfr: 0.2762 (0.2862) loss_cl: -0.2785 (-0.2791) time: 0.7456 data: 0.0003 max mem: 29860 [16:13:02.419822] Epoch: [159] [ 100/2904] eta: 0:43:04 lr: 0.002258 loss: 0.1876 (0.1955) loss_rec_all: 0.2135 (0.2214) loss_rec_sfr: 0.2897 (0.2915) loss_cl: -0.2785 (-0.2790) time: 0.7471 data: 0.0003 max mem: 29860 [16:13:17.356829] Epoch: [159] [ 120/2904] eta: 0:41:25 lr: 0.002258 loss: 0.1874 (0.1953) loss_rec_all: 0.2134 (0.2211) loss_rec_sfr: 0.2849 (0.2909) loss_cl: -0.2785 (-0.2789) time: 0.7468 data: 0.0004 max mem: 29860 [16:13:32.334113] Epoch: [159] [ 140/2904] eta: 0:40:11 lr: 0.002258 loss: 0.1870 (0.1953) loss_rec_all: 0.2135 (0.2211) loss_rec_sfr: 0.2778 (0.2902) loss_cl: -0.2786 (-0.2789) time: 0.7488 data: 0.0003 max mem: 29860 [16:13:47.278868] Epoch: [159] [ 160/2904] eta: 0:39:10 lr: 0.002258 loss: 0.1885 (0.1956) loss_rec_all: 0.2143 (0.2215) loss_rec_sfr: 0.2805 (0.2905) loss_cl: -0.2788 (-0.2789) time: 0.7472 data: 0.0003 max mem: 29860 [16:14:02.199894] Epoch: [159] [ 180/2904] eta: 0:38:20 lr: 0.002258 loss: 0.1885 (0.1967) loss_rec_all: 0.2149 (0.2225) loss_rec_sfr: 0.2726 (0.2932) loss_cl: -0.2789 (-0.2789) time: 0.7460 data: 0.0003 max mem: 29860 [16:14:17.124071] Epoch: [159] [ 200/2904] eta: 0:37:37 lr: 0.002258 loss: 0.1837 (0.1959) loss_rec_all: 0.2099 (0.2217) loss_rec_sfr: 0.2348 (0.2892) loss_cl: -0.2787 (-0.2789) time: 0.7461 data: 0.0003 max mem: 29860 [16:14:32.042292] Epoch: [159] [ 220/2904] eta: 0:36:58 lr: 0.002258 loss: 0.1886 (0.1962) loss_rec_all: 0.2148 (0.2221) loss_rec_sfr: 0.2769 (0.2898) loss_cl: -0.2788 (-0.2789) time: 0.7459 data: 0.0004 max mem: 29860 [16:14:46.978715] Epoch: [159] [ 240/2904] eta: 0:36:24 lr: 0.002258 loss: 0.1845 (0.1956) loss_rec_all: 0.2107 (0.2214) loss_rec_sfr: 0.2367 (0.2871) loss_cl: -0.2791 (-0.2789) time: 0.7467 data: 0.0003 max mem: 29860 [16:15:01.892416] Epoch: [159] [ 260/2904] eta: 0:35:53 lr: 0.002258 loss: 0.1842 (0.1954) loss_rec_all: 0.2105 (0.2213) loss_rec_sfr: 0.2843 (0.2877) loss_cl: -0.2790 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [16:15:16.806132] Epoch: [159] [ 280/2904] eta: 0:35:24 lr: 0.002257 loss: 0.1852 (0.1959) loss_rec_all: 0.2113 (0.2217) loss_rec_sfr: 0.2768 (0.2894) loss_cl: -0.2784 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [16:15:31.717982] Epoch: [159] [ 300/2904] eta: 0:34:56 lr: 0.002257 loss: 0.1917 (0.1965) loss_rec_all: 0.2178 (0.2224) loss_rec_sfr: 0.2780 (0.2909) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [16:15:46.628396] Epoch: [159] [ 320/2904] eta: 0:34:31 lr: 0.002257 loss: 0.1847 (0.1965) loss_rec_all: 0.2113 (0.2223) loss_rec_sfr: 0.2729 (0.2910) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [16:16:01.560234] Epoch: [159] [ 340/2904] eta: 0:34:06 lr: 0.002257 loss: 0.1883 (0.1968) loss_rec_all: 0.2142 (0.2226) loss_rec_sfr: 0.2806 (0.2920) loss_cl: -0.2794 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [16:16:16.497040] Epoch: [159] [ 360/2904] eta: 0:33:43 lr: 0.002257 loss: 0.1859 (0.1966) loss_rec_all: 0.2124 (0.2224) loss_rec_sfr: 0.2657 (0.2912) loss_cl: -0.2790 (-0.2789) time: 0.7468 data: 0.0002 max mem: 29860 [16:16:31.420224] Epoch: [159] [ 380/2904] eta: 0:33:21 lr: 0.002257 loss: 0.1872 (0.1965) loss_rec_all: 0.2131 (0.2224) loss_rec_sfr: 0.2424 (0.2909) loss_cl: -0.2784 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [16:16:46.362694] Epoch: [159] [ 400/2904] eta: 0:32:59 lr: 0.002257 loss: 0.1892 (0.1963) loss_rec_all: 0.2155 (0.2221) loss_rec_sfr: 0.2628 (0.2896) loss_cl: -0.2790 (-0.2788) time: 0.7471 data: 0.0002 max mem: 29860 [16:17:01.305243] Epoch: [159] [ 420/2904] eta: 0:32:38 lr: 0.002257 loss: 0.1881 (0.1963) loss_rec_all: 0.2141 (0.2222) loss_rec_sfr: 0.2416 (0.2892) loss_cl: -0.2789 (-0.2788) time: 0.7471 data: 0.0002 max mem: 29860 [16:17:16.238652] Epoch: [159] [ 440/2904] eta: 0:32:18 lr: 0.002257 loss: 0.1848 (0.1962) loss_rec_all: 0.2108 (0.2220) loss_rec_sfr: 0.2702 (0.2889) loss_cl: -0.2793 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [16:17:31.178949] Epoch: [159] [ 460/2904] eta: 0:31:58 lr: 0.002257 loss: 0.1848 (0.1963) loss_rec_all: 0.2114 (0.2222) loss_rec_sfr: 0.2640 (0.2890) loss_cl: -0.2795 (-0.2788) time: 0.7470 data: 0.0002 max mem: 29860 [16:17:46.125965] Epoch: [159] [ 480/2904] eta: 0:31:38 lr: 0.002257 loss: 0.1874 (0.1965) loss_rec_all: 0.2135 (0.2224) loss_rec_sfr: 0.2851 (0.2899) loss_cl: -0.2790 (-0.2788) time: 0.7473 data: 0.0002 max mem: 29860 [16:18:01.063209] Epoch: [159] [ 500/2904] eta: 0:31:19 lr: 0.002257 loss: 0.1834 (0.1965) loss_rec_all: 0.2098 (0.2224) loss_rec_sfr: 0.2775 (0.2904) loss_cl: -0.2790 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [16:18:15.989901] Epoch: [159] [ 520/2904] eta: 0:31:00 lr: 0.002257 loss: 0.1883 (0.1968) loss_rec_all: 0.2142 (0.2226) loss_rec_sfr: 0.2735 (0.2909) loss_cl: -0.2786 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [16:18:30.926743] Epoch: [159] [ 540/2904] eta: 0:30:42 lr: 0.002257 loss: 0.1877 (0.1965) loss_rec_all: 0.2140 (0.2224) loss_rec_sfr: 0.2644 (0.2900) loss_cl: -0.2785 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [16:18:45.854563] Epoch: [159] [ 560/2904] eta: 0:30:23 lr: 0.002257 loss: 0.1853 (0.1966) loss_rec_all: 0.2111 (0.2224) loss_rec_sfr: 0.2713 (0.2903) loss_cl: -0.2789 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [16:19:00.791338] Epoch: [159] [ 580/2904] eta: 0:30:05 lr: 0.002257 loss: 0.1934 (0.1968) loss_rec_all: 0.2192 (0.2227) loss_rec_sfr: 0.2847 (0.2915) loss_cl: -0.2792 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [16:19:15.715805] Epoch: [159] [ 600/2904] eta: 0:29:47 lr: 0.002257 loss: 0.1915 (0.1970) loss_rec_all: 0.2176 (0.2228) loss_rec_sfr: 0.2761 (0.2918) loss_cl: -0.2784 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [16:19:30.644203] Epoch: [159] [ 620/2904] eta: 0:29:30 lr: 0.002257 loss: 0.1886 (0.1971) loss_rec_all: 0.2145 (0.2229) loss_rec_sfr: 0.2714 (0.2918) loss_cl: -0.2792 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [16:19:45.580146] Epoch: [159] [ 640/2904] eta: 0:29:12 lr: 0.002257 loss: 0.1884 (0.1972) loss_rec_all: 0.2145 (0.2231) loss_rec_sfr: 0.2819 (0.2923) loss_cl: -0.2789 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [16:20:00.507295] Epoch: [159] [ 660/2904] eta: 0:28:55 lr: 0.002257 loss: 0.1910 (0.1972) loss_rec_all: 0.2168 (0.2231) loss_rec_sfr: 0.2764 (0.2920) loss_cl: -0.2789 (-0.2788) time: 0.7463 data: 0.0003 max mem: 29860 [16:20:15.429566] Epoch: [159] [ 680/2904] eta: 0:28:38 lr: 0.002257 loss: 0.1865 (0.1973) loss_rec_all: 0.2123 (0.2231) loss_rec_sfr: 0.2841 (0.2921) loss_cl: -0.2785 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [16:20:30.359700] Epoch: [159] [ 700/2904] eta: 0:28:20 lr: 0.002257 loss: 0.1867 (0.1973) loss_rec_all: 0.2127 (0.2231) loss_rec_sfr: 0.2568 (0.2918) loss_cl: -0.2788 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [16:20:45.289675] Epoch: [159] [ 720/2904] eta: 0:28:03 lr: 0.002257 loss: 0.1929 (0.1976) loss_rec_all: 0.2190 (0.2235) loss_rec_sfr: 0.2911 (0.2930) loss_cl: -0.2790 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [16:21:00.220301] Epoch: [159] [ 740/2904] eta: 0:27:47 lr: 0.002257 loss: 0.1862 (0.1976) loss_rec_all: 0.2123 (0.2234) loss_rec_sfr: 0.2775 (0.2929) loss_cl: -0.2789 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [16:21:15.142539] Epoch: [159] [ 760/2904] eta: 0:27:30 lr: 0.002257 loss: 0.1871 (0.1975) loss_rec_all: 0.2132 (0.2233) loss_rec_sfr: 0.2681 (0.2922) loss_cl: -0.2782 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [16:21:30.083585] Epoch: [159] [ 780/2904] eta: 0:27:13 lr: 0.002257 loss: 0.1941 (0.1977) loss_rec_all: 0.2202 (0.2235) loss_rec_sfr: 0.2758 (0.2932) loss_cl: -0.2787 (-0.2788) time: 0.7470 data: 0.0002 max mem: 29860 [16:21:45.006716] Epoch: [159] [ 800/2904] eta: 0:26:57 lr: 0.002257 loss: 0.1872 (0.1977) loss_rec_all: 0.2135 (0.2235) loss_rec_sfr: 0.2686 (0.2931) loss_cl: -0.2791 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [16:21:59.932321] Epoch: [159] [ 820/2904] eta: 0:26:40 lr: 0.002257 loss: 0.1834 (0.1978) loss_rec_all: 0.2099 (0.2236) loss_rec_sfr: 0.2700 (0.2932) loss_cl: -0.2789 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [16:22:14.858004] Epoch: [159] [ 840/2904] eta: 0:26:24 lr: 0.002257 loss: 0.1875 (0.1976) loss_rec_all: 0.2133 (0.2234) loss_rec_sfr: 0.2698 (0.2926) loss_cl: -0.2788 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [16:22:29.799849] Epoch: [159] [ 860/2904] eta: 0:26:07 lr: 0.002257 loss: 0.1901 (0.1978) loss_rec_all: 0.2159 (0.2236) loss_rec_sfr: 0.2805 (0.2931) loss_cl: -0.2782 (-0.2788) time: 0.7470 data: 0.0002 max mem: 29860 [16:22:44.727779] Epoch: [159] [ 880/2904] eta: 0:25:51 lr: 0.002257 loss: 0.1873 (0.1977) loss_rec_all: 0.2135 (0.2235) loss_rec_sfr: 0.2700 (0.2927) loss_cl: -0.2787 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [16:22:59.671377] Epoch: [159] [ 900/2904] eta: 0:25:35 lr: 0.002257 loss: 0.1866 (0.1977) loss_rec_all: 0.2132 (0.2236) loss_rec_sfr: 0.2739 (0.2929) loss_cl: -0.2794 (-0.2788) time: 0.7471 data: 0.0002 max mem: 29860 [16:23:14.607898] Epoch: [159] [ 920/2904] eta: 0:25:19 lr: 0.002257 loss: 0.1866 (0.1977) loss_rec_all: 0.2126 (0.2235) loss_rec_sfr: 0.2842 (0.2930) loss_cl: -0.2790 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [16:23:29.547201] Epoch: [159] [ 940/2904] eta: 0:25:03 lr: 0.002257 loss: 0.1844 (0.1976) loss_rec_all: 0.2105 (0.2234) loss_rec_sfr: 0.2712 (0.2928) loss_cl: -0.2795 (-0.2788) time: 0.7469 data: 0.0002 max mem: 29860 [16:23:44.485149] Epoch: [159] [ 960/2904] eta: 0:24:47 lr: 0.002257 loss: 0.1886 (0.1977) loss_rec_all: 0.2144 (0.2235) loss_rec_sfr: 0.2738 (0.2930) loss_cl: -0.2787 (-0.2788) time: 0.7469 data: 0.0002 max mem: 29860 [16:23:59.414264] Epoch: [159] [ 980/2904] eta: 0:24:31 lr: 0.002257 loss: 0.1858 (0.1977) loss_rec_all: 0.2116 (0.2235) loss_rec_sfr: 0.2749 (0.2929) loss_cl: -0.2788 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [16:24:14.344196] Epoch: [159] [1000/2904] eta: 0:24:15 lr: 0.002257 loss: 0.1864 (0.1976) loss_rec_all: 0.2123 (0.2234) loss_rec_sfr: 0.2810 (0.2925) loss_cl: -0.2789 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [16:24:29.277679] Epoch: [159] [1020/2904] eta: 0:23:59 lr: 0.002257 loss: 0.1895 (0.1976) loss_rec_all: 0.2155 (0.2234) loss_rec_sfr: 0.2788 (0.2928) loss_cl: -0.2784 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [16:24:44.200180] Epoch: [159] [1040/2904] eta: 0:23:43 lr: 0.002257 loss: 0.1896 (0.1978) loss_rec_all: 0.2158 (0.2236) loss_rec_sfr: 0.2724 (0.2933) loss_cl: -0.2788 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [16:24:59.148112] Epoch: [159] [1060/2904] eta: 0:23:27 lr: 0.002257 loss: 0.1883 (0.1977) loss_rec_all: 0.2141 (0.2235) loss_rec_sfr: 0.2687 (0.2930) loss_cl: -0.2794 (-0.2788) time: 0.7474 data: 0.0002 max mem: 29860 [16:25:14.081127] Epoch: [159] [1080/2904] eta: 0:23:11 lr: 0.002257 loss: 0.1879 (0.1978) loss_rec_all: 0.2142 (0.2236) loss_rec_sfr: 0.2722 (0.2933) loss_cl: -0.2797 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [16:25:29.010645] Epoch: [159] [1100/2904] eta: 0:22:55 lr: 0.002257 loss: 0.1868 (0.1977) loss_rec_all: 0.2125 (0.2236) loss_rec_sfr: 0.2695 (0.2931) loss_cl: -0.2786 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [16:25:43.953384] Epoch: [159] [1120/2904] eta: 0:22:39 lr: 0.002257 loss: 0.1841 (0.1975) loss_rec_all: 0.2100 (0.2234) loss_rec_sfr: 0.2460 (0.2925) loss_cl: -0.2788 (-0.2788) time: 0.7471 data: 0.0002 max mem: 29860 [16:25:58.886161] Epoch: [159] [1140/2904] eta: 0:22:24 lr: 0.002257 loss: 0.1867 (0.1975) loss_rec_all: 0.2130 (0.2233) loss_rec_sfr: 0.2743 (0.2924) loss_cl: -0.2791 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [16:26:13.817656] Epoch: [159] [1160/2904] eta: 0:22:08 lr: 0.002257 loss: 0.1820 (0.1974) loss_rec_all: 0.2085 (0.2233) loss_rec_sfr: 0.2299 (0.2920) loss_cl: -0.2790 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [16:26:28.744645] Epoch: [159] [1180/2904] eta: 0:21:52 lr: 0.002257 loss: 0.1880 (0.1974) loss_rec_all: 0.2140 (0.2233) loss_rec_sfr: 0.2397 (0.2918) loss_cl: -0.2782 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [16:26:43.668450] Epoch: [159] [1200/2904] eta: 0:21:37 lr: 0.002257 loss: 0.1849 (0.1973) loss_rec_all: 0.2110 (0.2232) loss_rec_sfr: 0.2431 (0.2913) loss_cl: -0.2792 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [16:26:58.593558] Epoch: [159] [1220/2904] eta: 0:21:21 lr: 0.002257 loss: 0.1853 (0.1972) loss_rec_all: 0.2114 (0.2231) loss_rec_sfr: 0.2588 (0.2909) loss_cl: -0.2792 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [16:27:13.512749] Epoch: [159] [1240/2904] eta: 0:21:05 lr: 0.002257 loss: 0.1840 (0.1971) loss_rec_all: 0.2103 (0.2229) loss_rec_sfr: 0.2621 (0.2904) loss_cl: -0.2796 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [16:27:28.434664] Epoch: [159] [1260/2904] eta: 0:20:50 lr: 0.002257 loss: 0.1858 (0.1970) loss_rec_all: 0.2120 (0.2228) loss_rec_sfr: 0.2628 (0.2902) loss_cl: -0.2785 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [16:27:43.360599] Epoch: [159] [1280/2904] eta: 0:20:34 lr: 0.002257 loss: 0.1906 (0.1970) loss_rec_all: 0.2170 (0.2229) loss_rec_sfr: 0.2775 (0.2902) loss_cl: -0.2784 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [16:27:58.284987] Epoch: [159] [1300/2904] eta: 0:20:19 lr: 0.002257 loss: 0.1849 (0.1970) loss_rec_all: 0.2114 (0.2228) loss_rec_sfr: 0.2709 (0.2900) loss_cl: -0.2789 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [16:28:13.204733] Epoch: [159] [1320/2904] eta: 0:20:03 lr: 0.002257 loss: 0.1895 (0.1971) loss_rec_all: 0.2154 (0.2229) loss_rec_sfr: 0.2864 (0.2907) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [16:28:28.131484] Epoch: [159] [1340/2904] eta: 0:19:48 lr: 0.002257 loss: 0.1842 (0.1971) loss_rec_all: 0.2100 (0.2229) loss_rec_sfr: 0.2512 (0.2907) loss_cl: -0.2790 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [16:28:43.049050] Epoch: [159] [1360/2904] eta: 0:19:32 lr: 0.002257 loss: 0.1863 (0.1969) loss_rec_all: 0.2121 (0.2228) loss_rec_sfr: 0.2692 (0.2903) loss_cl: -0.2793 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [16:28:57.969967] Epoch: [159] [1380/2904] eta: 0:19:17 lr: 0.002257 loss: 0.1888 (0.1970) loss_rec_all: 0.2149 (0.2228) loss_rec_sfr: 0.2905 (0.2905) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [16:29:12.889729] Epoch: [159] [1400/2904] eta: 0:19:01 lr: 0.002257 loss: 0.1918 (0.1971) loss_rec_all: 0.2179 (0.2229) loss_rec_sfr: 0.2797 (0.2907) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [16:29:27.813131] Epoch: [159] [1420/2904] eta: 0:18:46 lr: 0.002257 loss: 0.1855 (0.1970) loss_rec_all: 0.2115 (0.2229) loss_rec_sfr: 0.2694 (0.2904) loss_cl: -0.2785 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [16:29:42.731105] Epoch: [159] [1440/2904] eta: 0:18:30 lr: 0.002257 loss: 0.1879 (0.1970) loss_rec_all: 0.2137 (0.2229) loss_rec_sfr: 0.2800 (0.2905) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [16:29:57.680959] Epoch: [159] [1460/2904] eta: 0:18:15 lr: 0.002257 loss: 0.1883 (0.1970) loss_rec_all: 0.2142 (0.2228) loss_rec_sfr: 0.2610 (0.2902) loss_cl: -0.2794 (-0.2788) time: 0.7474 data: 0.0003 max mem: 29860 [16:30:12.628883] Epoch: [159] [1480/2904] eta: 0:17:59 lr: 0.002257 loss: 0.1852 (0.1968) loss_rec_all: 0.2113 (0.2227) loss_rec_sfr: 0.2672 (0.2898) loss_cl: -0.2794 (-0.2788) time: 0.7474 data: 0.0003 max mem: 29860 [16:30:27.583600] Epoch: [159] [1500/2904] eta: 0:17:44 lr: 0.002257 loss: 0.1877 (0.1969) loss_rec_all: 0.2132 (0.2227) loss_rec_sfr: 0.2774 (0.2900) loss_cl: -0.2797 (-0.2788) time: 0.7477 data: 0.0003 max mem: 29860 [16:30:42.534995] Epoch: [159] [1520/2904] eta: 0:17:29 lr: 0.002256 loss: 0.1875 (0.1968) loss_rec_all: 0.2134 (0.2227) loss_rec_sfr: 0.2862 (0.2901) loss_cl: -0.2784 (-0.2788) time: 0.7475 data: 0.0003 max mem: 29860 [16:30:57.487867] Epoch: [159] [1540/2904] eta: 0:17:13 lr: 0.002256 loss: 0.1872 (0.1968) loss_rec_all: 0.2134 (0.2227) loss_rec_sfr: 0.2552 (0.2900) loss_cl: -0.2782 (-0.2788) time: 0.7476 data: 0.0003 max mem: 29860 [16:31:12.434929] Epoch: [159] [1560/2904] eta: 0:16:58 lr: 0.002256 loss: 0.1868 (0.1968) loss_rec_all: 0.2126 (0.2227) loss_rec_sfr: 0.2387 (0.2899) loss_cl: -0.2789 (-0.2788) time: 0.7473 data: 0.0003 max mem: 29860 [16:31:27.370412] Epoch: [159] [1580/2904] eta: 0:16:43 lr: 0.002256 loss: 0.1894 (0.1969) loss_rec_all: 0.2153 (0.2227) loss_rec_sfr: 0.2776 (0.2901) loss_cl: -0.2794 (-0.2788) time: 0.7467 data: 0.0003 max mem: 29860 [16:31:42.291936] Epoch: [159] [1600/2904] eta: 0:16:27 lr: 0.002256 loss: 0.1887 (0.1969) loss_rec_all: 0.2151 (0.2228) loss_rec_sfr: 0.2852 (0.2904) loss_cl: -0.2791 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [16:31:57.217889] Epoch: [159] [1620/2904] eta: 0:16:12 lr: 0.002256 loss: 0.1909 (0.1970) loss_rec_all: 0.2169 (0.2229) loss_rec_sfr: 0.2811 (0.2906) loss_cl: -0.2795 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [16:32:12.128216] Epoch: [159] [1640/2904] eta: 0:15:57 lr: 0.002256 loss: 0.1889 (0.1971) loss_rec_all: 0.2154 (0.2229) loss_rec_sfr: 0.2834 (0.2908) loss_cl: -0.2791 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [16:32:27.042212] Epoch: [159] [1660/2904] eta: 0:15:41 lr: 0.002256 loss: 0.1858 (0.1971) loss_rec_all: 0.2119 (0.2230) loss_rec_sfr: 0.2653 (0.2908) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [16:32:41.957939] Epoch: [159] [1680/2904] eta: 0:15:26 lr: 0.002256 loss: 0.1885 (0.1972) loss_rec_all: 0.2142 (0.2231) loss_rec_sfr: 0.2890 (0.2912) loss_cl: -0.2777 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [16:32:56.868713] Epoch: [159] [1700/2904] eta: 0:15:11 lr: 0.002256 loss: 0.1884 (0.1972) loss_rec_all: 0.2142 (0.2231) loss_rec_sfr: 0.2697 (0.2910) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [16:33:11.784091] Epoch: [159] [1720/2904] eta: 0:14:55 lr: 0.002256 loss: 0.1856 (0.1972) loss_rec_all: 0.2116 (0.2230) loss_rec_sfr: 0.2695 (0.2909) loss_cl: -0.2793 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [16:33:26.696291] Epoch: [159] [1740/2904] eta: 0:14:40 lr: 0.002256 loss: 0.1879 (0.1972) loss_rec_all: 0.2142 (0.2230) loss_rec_sfr: 0.2742 (0.2910) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [16:33:41.606221] Epoch: [159] [1760/2904] eta: 0:14:25 lr: 0.002256 loss: 0.1930 (0.1974) loss_rec_all: 0.2190 (0.2232) loss_rec_sfr: 0.2865 (0.2914) loss_cl: -0.2792 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [16:33:56.516512] Epoch: [159] [1780/2904] eta: 0:14:10 lr: 0.002256 loss: 0.1889 (0.1974) loss_rec_all: 0.2153 (0.2233) loss_rec_sfr: 0.2805 (0.2917) loss_cl: -0.2793 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [16:34:11.426834] Epoch: [159] [1800/2904] eta: 0:13:54 lr: 0.002256 loss: 0.1855 (0.1974) loss_rec_all: 0.2112 (0.2232) loss_rec_sfr: 0.2741 (0.2916) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [16:34:26.340411] Epoch: [159] [1820/2904] eta: 0:13:39 lr: 0.002256 loss: 0.1950 (0.1975) loss_rec_all: 0.2211 (0.2234) loss_rec_sfr: 0.2952 (0.2921) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [16:34:41.253661] Epoch: [159] [1840/2904] eta: 0:13:24 lr: 0.002256 loss: 0.1834 (0.1974) loss_rec_all: 0.2097 (0.2233) loss_rec_sfr: 0.2296 (0.2915) loss_cl: -0.2782 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [16:34:56.159427] Epoch: [159] [1860/2904] eta: 0:13:09 lr: 0.002256 loss: 0.1859 (0.1974) loss_rec_all: 0.2121 (0.2232) loss_rec_sfr: 0.2677 (0.2915) loss_cl: -0.2787 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [16:35:11.064251] Epoch: [159] [1880/2904] eta: 0:12:53 lr: 0.002256 loss: 0.1884 (0.1974) loss_rec_all: 0.2145 (0.2232) loss_rec_sfr: 0.2661 (0.2913) loss_cl: -0.2783 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [16:35:25.966455] Epoch: [159] [1900/2904] eta: 0:12:38 lr: 0.002256 loss: 0.1826 (0.1973) loss_rec_all: 0.2087 (0.2232) loss_rec_sfr: 0.2604 (0.2911) loss_cl: -0.2785 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [16:35:40.870237] Epoch: [159] [1920/2904] eta: 0:12:23 lr: 0.002256 loss: 0.1915 (0.1974) loss_rec_all: 0.2174 (0.2232) loss_rec_sfr: 0.2844 (0.2915) loss_cl: -0.2786 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [16:35:55.776232] Epoch: [159] [1940/2904] eta: 0:12:08 lr: 0.002256 loss: 0.1898 (0.1974) loss_rec_all: 0.2162 (0.2232) loss_rec_sfr: 0.2710 (0.2915) loss_cl: -0.2785 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [16:36:10.696660] Epoch: [159] [1960/2904] eta: 0:11:53 lr: 0.002256 loss: 0.1853 (0.1974) loss_rec_all: 0.2114 (0.2232) loss_rec_sfr: 0.2644 (0.2913) loss_cl: -0.2781 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [16:36:25.601424] Epoch: [159] [1980/2904] eta: 0:11:37 lr: 0.002256 loss: 0.1850 (0.1973) loss_rec_all: 0.2110 (0.2231) loss_rec_sfr: 0.2696 (0.2910) loss_cl: -0.2796 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [16:36:40.510824] Epoch: [159] [2000/2904] eta: 0:11:22 lr: 0.002256 loss: 0.1847 (0.1972) loss_rec_all: 0.2108 (0.2231) loss_rec_sfr: 0.2652 (0.2907) loss_cl: -0.2793 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [16:36:55.416610] Epoch: [159] [2020/2904] eta: 0:11:07 lr: 0.002256 loss: 0.1871 (0.1972) loss_rec_all: 0.2129 (0.2231) loss_rec_sfr: 0.2842 (0.2909) loss_cl: -0.2791 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [16:37:10.331660] Epoch: [159] [2040/2904] eta: 0:10:52 lr: 0.002256 loss: 0.1903 (0.1972) loss_rec_all: 0.2158 (0.2230) loss_rec_sfr: 0.2686 (0.2907) loss_cl: -0.2776 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [16:37:25.243574] Epoch: [159] [2060/2904] eta: 0:10:37 lr: 0.002256 loss: 0.1869 (0.1972) loss_rec_all: 0.2129 (0.2230) loss_rec_sfr: 0.2799 (0.2906) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [16:37:40.167845] Epoch: [159] [2080/2904] eta: 0:10:21 lr: 0.002256 loss: 0.1866 (0.1972) loss_rec_all: 0.2130 (0.2231) loss_rec_sfr: 0.2741 (0.2908) loss_cl: -0.2792 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [16:37:55.074503] Epoch: [159] [2100/2904] eta: 0:10:06 lr: 0.002256 loss: 0.1848 (0.1972) loss_rec_all: 0.2114 (0.2230) loss_rec_sfr: 0.2760 (0.2908) loss_cl: -0.2793 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [16:38:09.980206] Epoch: [159] [2120/2904] eta: 0:09:51 lr: 0.002256 loss: 0.1915 (0.1972) loss_rec_all: 0.2170 (0.2231) loss_rec_sfr: 0.2771 (0.2909) loss_cl: -0.2784 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [16:38:24.888514] Epoch: [159] [2140/2904] eta: 0:09:36 lr: 0.002256 loss: 0.1874 (0.1972) loss_rec_all: 0.2136 (0.2230) loss_rec_sfr: 0.2733 (0.2906) loss_cl: -0.2789 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [16:38:39.799045] Epoch: [159] [2160/2904] eta: 0:09:21 lr: 0.002256 loss: 0.1880 (0.1972) loss_rec_all: 0.2137 (0.2230) loss_rec_sfr: 0.2772 (0.2907) loss_cl: -0.2791 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [16:38:54.700962] Epoch: [159] [2180/2904] eta: 0:09:06 lr: 0.002256 loss: 0.1875 (0.1972) loss_rec_all: 0.2136 (0.2230) loss_rec_sfr: 0.2761 (0.2908) loss_cl: -0.2794 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [16:39:09.611240] Epoch: [159] [2200/2904] eta: 0:08:51 lr: 0.002256 loss: 0.1860 (0.1971) loss_rec_all: 0.2120 (0.2230) loss_rec_sfr: 0.2758 (0.2907) loss_cl: -0.2795 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [16:39:24.516029] Epoch: [159] [2220/2904] eta: 0:08:35 lr: 0.002256 loss: 0.1902 (0.1972) loss_rec_all: 0.2165 (0.2230) loss_rec_sfr: 0.2706 (0.2906) loss_cl: -0.2784 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [16:39:39.430003] Epoch: [159] [2240/2904] eta: 0:08:20 lr: 0.002256 loss: 0.1887 (0.1972) loss_rec_all: 0.2144 (0.2231) loss_rec_sfr: 0.2799 (0.2907) loss_cl: -0.2773 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [16:39:54.346542] Epoch: [159] [2260/2904] eta: 0:08:05 lr: 0.002256 loss: 0.1867 (0.1972) loss_rec_all: 0.2131 (0.2230) loss_rec_sfr: 0.2391 (0.2905) loss_cl: -0.2780 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [16:40:09.253744] Epoch: [159] [2280/2904] eta: 0:07:50 lr: 0.002256 loss: 0.1878 (0.1971) loss_rec_all: 0.2137 (0.2230) loss_rec_sfr: 0.2808 (0.2905) loss_cl: -0.2793 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [16:40:24.159352] Epoch: [159] [2300/2904] eta: 0:07:35 lr: 0.002256 loss: 0.1916 (0.1972) loss_rec_all: 0.2175 (0.2231) loss_rec_sfr: 0.2803 (0.2907) loss_cl: -0.2796 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [16:40:39.066462] Epoch: [159] [2320/2904] eta: 0:07:20 lr: 0.002256 loss: 0.1924 (0.1973) loss_rec_all: 0.2189 (0.2232) loss_rec_sfr: 0.2800 (0.2910) loss_cl: -0.2794 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [16:40:53.981065] Epoch: [159] [2340/2904] eta: 0:07:05 lr: 0.002256 loss: 0.1838 (0.1973) loss_rec_all: 0.2099 (0.2232) loss_rec_sfr: 0.2754 (0.2911) loss_cl: -0.2796 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [16:41:08.892191] Epoch: [159] [2360/2904] eta: 0:06:50 lr: 0.002256 loss: 0.1845 (0.1973) loss_rec_all: 0.2105 (0.2232) loss_rec_sfr: 0.2828 (0.2912) loss_cl: -0.2781 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [16:41:23.807366] Epoch: [159] [2380/2904] eta: 0:06:34 lr: 0.002256 loss: 0.1909 (0.1974) loss_rec_all: 0.2164 (0.2232) loss_rec_sfr: 0.2757 (0.2914) loss_cl: -0.2777 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [16:41:38.710969] Epoch: [159] [2400/2904] eta: 0:06:19 lr: 0.002256 loss: 0.1887 (0.1974) loss_rec_all: 0.2146 (0.2233) loss_rec_sfr: 0.2807 (0.2916) loss_cl: -0.2784 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [16:41:53.622781] Epoch: [159] [2420/2904] eta: 0:06:04 lr: 0.002256 loss: 0.1865 (0.1974) loss_rec_all: 0.2126 (0.2232) loss_rec_sfr: 0.2562 (0.2915) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [16:42:08.535806] Epoch: [159] [2440/2904] eta: 0:05:49 lr: 0.002256 loss: 0.1918 (0.1974) loss_rec_all: 0.2177 (0.2232) loss_rec_sfr: 0.2783 (0.2915) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [16:42:23.447670] Epoch: [159] [2460/2904] eta: 0:05:34 lr: 0.002256 loss: 0.1881 (0.1973) loss_rec_all: 0.2144 (0.2232) loss_rec_sfr: 0.2663 (0.2912) loss_cl: -0.2797 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [16:42:38.351376] Epoch: [159] [2480/2904] eta: 0:05:19 lr: 0.002256 loss: 0.1872 (0.1974) loss_rec_all: 0.2131 (0.2232) loss_rec_sfr: 0.2803 (0.2914) loss_cl: -0.2794 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [16:42:53.257082] Epoch: [159] [2500/2904] eta: 0:05:04 lr: 0.002256 loss: 0.1815 (0.1974) loss_rec_all: 0.2076 (0.2232) loss_rec_sfr: 0.2355 (0.2913) loss_cl: -0.2791 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [16:43:08.167259] Epoch: [159] [2520/2904] eta: 0:04:49 lr: 0.002256 loss: 0.1902 (0.1974) loss_rec_all: 0.2164 (0.2232) loss_rec_sfr: 0.2663 (0.2914) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [16:43:23.072082] Epoch: [159] [2540/2904] eta: 0:04:34 lr: 0.002256 loss: 0.1895 (0.1974) loss_rec_all: 0.2151 (0.2232) loss_rec_sfr: 0.2774 (0.2914) loss_cl: -0.2792 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [16:43:37.980134] Epoch: [159] [2560/2904] eta: 0:04:19 lr: 0.002256 loss: 0.1904 (0.1974) loss_rec_all: 0.2163 (0.2232) loss_rec_sfr: 0.2769 (0.2913) loss_cl: -0.2783 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [16:43:52.891055] Epoch: [159] [2580/2904] eta: 0:04:03 lr: 0.002256 loss: 0.1870 (0.1974) loss_rec_all: 0.2128 (0.2232) loss_rec_sfr: 0.2676 (0.2912) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [16:44:07.800955] Epoch: [159] [2600/2904] eta: 0:03:48 lr: 0.002256 loss: 0.1853 (0.1973) loss_rec_all: 0.2114 (0.2232) loss_rec_sfr: 0.2472 (0.2911) loss_cl: -0.2792 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [16:44:22.715928] Epoch: [159] [2620/2904] eta: 0:03:33 lr: 0.002256 loss: 0.1888 (0.1973) loss_rec_all: 0.2146 (0.2231) loss_rec_sfr: 0.2659 (0.2909) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [16:44:37.644104] Epoch: [159] [2640/2904] eta: 0:03:18 lr: 0.002256 loss: 0.1809 (0.1972) loss_rec_all: 0.2074 (0.2230) loss_rec_sfr: 0.2288 (0.2905) loss_cl: -0.2788 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [16:44:52.551820] Epoch: [159] [2660/2904] eta: 0:03:03 lr: 0.002256 loss: 0.1946 (0.1972) loss_rec_all: 0.2204 (0.2231) loss_rec_sfr: 0.2763 (0.2906) loss_cl: -0.2794 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [16:45:07.457434] Epoch: [159] [2680/2904] eta: 0:02:48 lr: 0.002256 loss: 0.1923 (0.1973) loss_rec_all: 0.2183 (0.2232) loss_rec_sfr: 0.2791 (0.2909) loss_cl: -0.2791 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [16:45:22.367450] Epoch: [159] [2700/2904] eta: 0:02:33 lr: 0.002256 loss: 0.1882 (0.1973) loss_rec_all: 0.2141 (0.2232) loss_rec_sfr: 0.2746 (0.2908) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [16:45:37.297711] Epoch: [159] [2720/2904] eta: 0:02:18 lr: 0.002256 loss: 0.1885 (0.1974) loss_rec_all: 0.2143 (0.2232) loss_rec_sfr: 0.2798 (0.2909) loss_cl: -0.2787 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [16:45:52.233421] Epoch: [159] [2740/2904] eta: 0:02:03 lr: 0.002256 loss: 0.1869 (0.1974) loss_rec_all: 0.2126 (0.2233) loss_rec_sfr: 0.2822 (0.2911) loss_cl: -0.2789 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [16:46:07.168842] Epoch: [159] [2760/2904] eta: 0:01:48 lr: 0.002255 loss: 0.1875 (0.1974) loss_rec_all: 0.2136 (0.2232) loss_rec_sfr: 0.2857 (0.2910) loss_cl: -0.2785 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [16:46:22.076461] Epoch: [159] [2780/2904] eta: 0:01:33 lr: 0.002255 loss: 0.1916 (0.1974) loss_rec_all: 0.2176 (0.2233) loss_rec_sfr: 0.2792 (0.2911) loss_cl: -0.2788 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [16:46:37.018968] Epoch: [159] [2800/2904] eta: 0:01:18 lr: 0.002255 loss: 0.1842 (0.1974) loss_rec_all: 0.2102 (0.2233) loss_rec_sfr: 0.2818 (0.2911) loss_cl: -0.2791 (-0.2788) time: 0.7471 data: 0.0002 max mem: 29860 [16:46:51.953738] Epoch: [159] [2820/2904] eta: 0:01:03 lr: 0.002255 loss: 0.1864 (0.1974) loss_rec_all: 0.2123 (0.2232) loss_rec_sfr: 0.2704 (0.2910) loss_cl: -0.2789 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [16:47:06.923733] Epoch: [159] [2840/2904] eta: 0:00:48 lr: 0.002255 loss: 0.1895 (0.1974) loss_rec_all: 0.2154 (0.2232) loss_rec_sfr: 0.2824 (0.2909) loss_cl: -0.2789 (-0.2788) time: 0.7485 data: 0.0028 max mem: 29860 [16:47:21.849746] Epoch: [159] [2860/2904] eta: 0:00:33 lr: 0.002255 loss: 0.1885 (0.1974) loss_rec_all: 0.2143 (0.2232) loss_rec_sfr: 0.2787 (0.2910) loss_cl: -0.2788 (-0.2788) time: 0.7462 data: 0.0001 max mem: 29860 [16:47:36.770894] Epoch: [159] [2880/2904] eta: 0:00:18 lr: 0.002255 loss: 0.1893 (0.1974) loss_rec_all: 0.2155 (0.2232) loss_rec_sfr: 0.2527 (0.2910) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0001 max mem: 29860 [16:47:51.680535] Epoch: [159] [2900/2904] eta: 0:00:03 lr: 0.002255 loss: 0.1851 (0.1974) loss_rec_all: 0.2110 (0.2232) loss_rec_sfr: 0.2716 (0.2910) loss_cl: -0.2788 (-0.2788) time: 0.7454 data: 0.0001 max mem: 29860 [16:47:53.921936] Epoch: [159] [2903/2904] eta: 0:00:00 lr: 0.002255 loss: 0.1851 (0.1974) loss_rec_all: 0.2110 (0.2232) loss_rec_sfr: 0.2755 (0.2910) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0001 max mem: 29860 [16:47:56.177814] Epoch: [159] Total time: 0:36:26 (0.7530 s / it) [16:47:56.179812] Averaged stats: lr: 0.002255 loss: 0.1851 (0.2000) loss_rec_all: 0.2110 (0.2235) loss_rec_sfr: 0.2755 (0.2923) loss_cl: -0.2788 (-0.2555) [16:47:56.186870] log_dir: ./checkpoint/VF2_ViT-B [16:48:14.371896] Epoch: [160] [ 0/2904] eta: 14:40:07 lr: 0.002255 loss: 0.1896 (0.1896) loss_rec_all: 0.2154 (0.2154) loss_rec_sfr: 0.2959 (0.2959) loss_cl: -0.2787 (-0.2787) time: 18.1844 data: 17.4511 max mem: 29860 [16:48:30.729305] Epoch: [160] [ 20/2904] eta: 1:19:03 lr: 0.002255 loss: 0.1882 (0.2001) loss_rec_all: 0.2146 (0.2258) loss_rec_sfr: 0.2774 (0.3030) loss_cl: -0.2783 (-0.2784) time: 0.8178 data: 0.0002 max mem: 29860 [16:48:45.632032] Epoch: [160] [ 40/2904] eta: 0:57:33 lr: 0.002255 loss: 0.1841 (0.2015) loss_rec_all: 0.2105 (0.2272) loss_rec_sfr: 0.2663 (0.3010) loss_cl: -0.2774 (-0.2781) time: 0.7451 data: 0.0002 max mem: 29860 [16:49:00.586805] Epoch: [160] [ 60/2904] eta: 0:50:02 lr: 0.002255 loss: 0.1872 (0.1968) loss_rec_all: 0.2135 (0.2227) loss_rec_sfr: 0.2730 (0.2898) loss_cl: -0.2790 (-0.2784) time: 0.7477 data: 0.0002 max mem: 29860 [16:49:15.528253] Epoch: [160] [ 80/2904] eta: 0:46:06 lr: 0.002255 loss: 0.1880 (0.1953) loss_rec_all: 0.2140 (0.2211) loss_rec_sfr: 0.2649 (0.2850) loss_cl: -0.2794 (-0.2787) time: 0.7470 data: 0.0003 max mem: 29860 [16:49:30.548594] Epoch: [160] [ 100/2904] eta: 0:43:39 lr: 0.002255 loss: 0.1857 (0.1961) loss_rec_all: 0.2116 (0.2219) loss_rec_sfr: 0.2770 (0.2889) loss_cl: -0.2795 (-0.2788) time: 0.7510 data: 0.0003 max mem: 29860 [16:49:45.543230] Epoch: [160] [ 120/2904] eta: 0:41:55 lr: 0.002255 loss: 0.1875 (0.1966) loss_rec_all: 0.2136 (0.2225) loss_rec_sfr: 0.2701 (0.2907) loss_cl: -0.2781 (-0.2786) time: 0.7497 data: 0.0003 max mem: 29860 [16:50:00.541693] Epoch: [160] [ 140/2904] eta: 0:40:37 lr: 0.002255 loss: 0.1866 (0.1961) loss_rec_all: 0.2127 (0.2219) loss_rec_sfr: 0.2833 (0.2901) loss_cl: -0.2784 (-0.2786) time: 0.7499 data: 0.0003 max mem: 29860 [16:50:15.524114] Epoch: [160] [ 160/2904] eta: 0:39:34 lr: 0.002255 loss: 0.1879 (0.1959) loss_rec_all: 0.2138 (0.2217) loss_rec_sfr: 0.2717 (0.2890) loss_cl: -0.2789 (-0.2787) time: 0.7491 data: 0.0003 max mem: 29860 [16:50:30.668230] Epoch: [160] [ 180/2904] eta: 0:38:44 lr: 0.002255 loss: 0.1855 (0.1953) loss_rec_all: 0.2118 (0.2212) loss_rec_sfr: 0.2809 (0.2882) loss_cl: -0.2795 (-0.2787) time: 0.7572 data: 0.0003 max mem: 29860 [16:50:45.637761] Epoch: [160] [ 200/2904] eta: 0:37:59 lr: 0.002255 loss: 0.1893 (0.1960) loss_rec_all: 0.2155 (0.2219) loss_rec_sfr: 0.2805 (0.2901) loss_cl: -0.2793 (-0.2787) time: 0.7484 data: 0.0003 max mem: 29860 [16:51:00.631015] Epoch: [160] [ 220/2904] eta: 0:37:19 lr: 0.002255 loss: 0.1878 (0.1958) loss_rec_all: 0.2136 (0.2217) loss_rec_sfr: 0.2691 (0.2890) loss_cl: -0.2785 (-0.2787) time: 0.7496 data: 0.0002 max mem: 29860 [16:51:15.628063] Epoch: [160] [ 240/2904] eta: 0:36:44 lr: 0.002255 loss: 0.1871 (0.1960) loss_rec_all: 0.2129 (0.2218) loss_rec_sfr: 0.2653 (0.2896) loss_cl: -0.2790 (-0.2788) time: 0.7498 data: 0.0002 max mem: 29860 [16:51:30.729952] Epoch: [160] [ 260/2904] eta: 0:36:13 lr: 0.002255 loss: 0.1930 (0.1974) loss_rec_all: 0.2189 (0.2232) loss_rec_sfr: 0.2879 (0.2941) loss_cl: -0.2792 (-0.2788) time: 0.7551 data: 0.0002 max mem: 29860 [16:51:45.711718] Epoch: [160] [ 280/2904] eta: 0:35:43 lr: 0.002255 loss: 0.1861 (0.1975) loss_rec_all: 0.2121 (0.2233) loss_rec_sfr: 0.2734 (0.2943) loss_cl: -0.2792 (-0.2788) time: 0.7490 data: 0.0002 max mem: 29860 [16:52:00.697819] Epoch: [160] [ 300/2904] eta: 0:35:15 lr: 0.002255 loss: 0.1940 (0.1983) loss_rec_all: 0.2198 (0.2241) loss_rec_sfr: 0.2997 (0.2967) loss_cl: -0.2798 (-0.2789) time: 0.7493 data: 0.0002 max mem: 29860 [16:52:15.648680] Epoch: [160] [ 320/2904] eta: 0:34:48 lr: 0.002255 loss: 0.1912 (0.1986) loss_rec_all: 0.2172 (0.2244) loss_rec_sfr: 0.2727 (0.2976) loss_cl: -0.2783 (-0.2788) time: 0.7475 data: 0.0002 max mem: 29860 [16:52:30.629164] Epoch: [160] [ 340/2904] eta: 0:34:23 lr: 0.002255 loss: 0.1848 (0.1980) loss_rec_all: 0.2106 (0.2238) loss_rec_sfr: 0.2775 (0.2961) loss_cl: -0.2784 (-0.2788) time: 0.7490 data: 0.0002 max mem: 29860 [16:52:45.566443] Epoch: [160] [ 360/2904] eta: 0:33:59 lr: 0.002255 loss: 0.1896 (0.1979) loss_rec_all: 0.2156 (0.2237) loss_rec_sfr: 0.2732 (0.2955) loss_cl: -0.2794 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [16:53:00.480369] Epoch: [160] [ 380/2904] eta: 0:33:35 lr: 0.002255 loss: 0.1866 (0.1979) loss_rec_all: 0.2127 (0.2238) loss_rec_sfr: 0.2696 (0.2955) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [16:53:15.391660] Epoch: [160] [ 400/2904] eta: 0:33:13 lr: 0.002255 loss: 0.1863 (0.1981) loss_rec_all: 0.2122 (0.2239) loss_rec_sfr: 0.2795 (0.2962) loss_cl: -0.2781 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [16:53:30.303254] Epoch: [160] [ 420/2904] eta: 0:32:51 lr: 0.002255 loss: 0.1893 (0.1980) loss_rec_all: 0.2150 (0.2238) loss_rec_sfr: 0.2836 (0.2961) loss_cl: -0.2785 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [16:53:45.215973] Epoch: [160] [ 440/2904] eta: 0:32:30 lr: 0.002255 loss: 0.1913 (0.1981) loss_rec_all: 0.2175 (0.2239) loss_rec_sfr: 0.2723 (0.2961) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [16:54:00.126384] Epoch: [160] [ 460/2904] eta: 0:32:09 lr: 0.002255 loss: 0.1865 (0.1978) loss_rec_all: 0.2129 (0.2236) loss_rec_sfr: 0.2564 (0.2949) loss_cl: -0.2784 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [16:54:15.034101] Epoch: [160] [ 480/2904] eta: 0:31:49 lr: 0.002255 loss: 0.1849 (0.1974) loss_rec_all: 0.2110 (0.2232) loss_rec_sfr: 0.2677 (0.2934) loss_cl: -0.2787 (-0.2787) time: 0.7453 data: 0.0003 max mem: 29860 [16:54:29.937294] Epoch: [160] [ 500/2904] eta: 0:31:29 lr: 0.002255 loss: 0.1846 (0.1972) loss_rec_all: 0.2104 (0.2230) loss_rec_sfr: 0.2682 (0.2929) loss_cl: -0.2792 (-0.2787) time: 0.7451 data: 0.0002 max mem: 29860 [16:54:44.842789] Epoch: [160] [ 520/2904] eta: 0:31:09 lr: 0.002255 loss: 0.1883 (0.1973) loss_rec_all: 0.2143 (0.2231) loss_rec_sfr: 0.2760 (0.2931) loss_cl: -0.2793 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [16:54:59.746458] Epoch: [160] [ 540/2904] eta: 0:30:50 lr: 0.002255 loss: 0.1882 (0.1972) loss_rec_all: 0.2141 (0.2230) loss_rec_sfr: 0.2696 (0.2924) loss_cl: -0.2801 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [16:55:14.654185] Epoch: [160] [ 560/2904] eta: 0:30:31 lr: 0.002255 loss: 0.1858 (0.1969) loss_rec_all: 0.2118 (0.2227) loss_rec_sfr: 0.2743 (0.2917) loss_cl: -0.2788 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [16:55:29.563408] Epoch: [160] [ 580/2904] eta: 0:30:13 lr: 0.002255 loss: 0.1857 (0.1969) loss_rec_all: 0.2120 (0.2227) loss_rec_sfr: 0.2750 (0.2918) loss_cl: -0.2791 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [16:55:44.465804] Epoch: [160] [ 600/2904] eta: 0:29:55 lr: 0.002255 loss: 0.1873 (0.1968) loss_rec_all: 0.2137 (0.2226) loss_rec_sfr: 0.2331 (0.2908) loss_cl: -0.2795 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [16:55:59.374059] Epoch: [160] [ 620/2904] eta: 0:29:37 lr: 0.002255 loss: 0.1915 (0.1969) loss_rec_all: 0.2172 (0.2227) loss_rec_sfr: 0.2722 (0.2907) loss_cl: -0.2789 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [16:56:14.284319] Epoch: [160] [ 640/2904] eta: 0:29:19 lr: 0.002255 loss: 0.1913 (0.1971) loss_rec_all: 0.2177 (0.2229) loss_rec_sfr: 0.2713 (0.2912) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [16:56:29.199639] Epoch: [160] [ 660/2904] eta: 0:29:01 lr: 0.002255 loss: 0.1847 (0.1969) loss_rec_all: 0.2106 (0.2227) loss_rec_sfr: 0.2608 (0.2905) loss_cl: -0.2796 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [16:56:44.101922] Epoch: [160] [ 680/2904] eta: 0:28:43 lr: 0.002255 loss: 0.1933 (0.1971) loss_rec_all: 0.2195 (0.2230) loss_rec_sfr: 0.2810 (0.2913) loss_cl: -0.2785 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [16:56:59.013261] Epoch: [160] [ 700/2904] eta: 0:28:26 lr: 0.002255 loss: 0.1918 (0.1973) loss_rec_all: 0.2179 (0.2231) loss_rec_sfr: 0.2734 (0.2914) loss_cl: -0.2781 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [16:57:13.922953] Epoch: [160] [ 720/2904] eta: 0:28:09 lr: 0.002255 loss: 0.1865 (0.1972) loss_rec_all: 0.2126 (0.2230) loss_rec_sfr: 0.2654 (0.2909) loss_cl: -0.2791 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [16:57:28.837725] Epoch: [160] [ 740/2904] eta: 0:27:52 lr: 0.002255 loss: 0.1856 (0.1972) loss_rec_all: 0.2115 (0.2231) loss_rec_sfr: 0.2783 (0.2913) loss_cl: -0.2794 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [16:57:43.769317] Epoch: [160] [ 760/2904] eta: 0:27:35 lr: 0.002255 loss: 0.1860 (0.1971) loss_rec_all: 0.2120 (0.2230) loss_rec_sfr: 0.2663 (0.2909) loss_cl: -0.2785 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [16:57:58.740369] Epoch: [160] [ 780/2904] eta: 0:27:18 lr: 0.002255 loss: 0.1901 (0.1972) loss_rec_all: 0.2166 (0.2230) loss_rec_sfr: 0.2663 (0.2907) loss_cl: -0.2783 (-0.2788) time: 0.7485 data: 0.0002 max mem: 29860 [16:58:13.714736] Epoch: [160] [ 800/2904] eta: 0:27:01 lr: 0.002255 loss: 0.1868 (0.1972) loss_rec_all: 0.2128 (0.2230) loss_rec_sfr: 0.2415 (0.2904) loss_cl: -0.2784 (-0.2787) time: 0.7487 data: 0.0002 max mem: 29860 [16:58:28.686715] Epoch: [160] [ 820/2904] eta: 0:26:45 lr: 0.002255 loss: 0.1853 (0.1969) loss_rec_all: 0.2118 (0.2228) loss_rec_sfr: 0.2640 (0.2897) loss_cl: -0.2790 (-0.2788) time: 0.7486 data: 0.0003 max mem: 29860 [16:58:43.677328] Epoch: [160] [ 840/2904] eta: 0:26:28 lr: 0.002255 loss: 0.1915 (0.1971) loss_rec_all: 0.2175 (0.2230) loss_rec_sfr: 0.2667 (0.2902) loss_cl: -0.2794 (-0.2788) time: 0.7495 data: 0.0002 max mem: 29860 [16:58:58.654080] Epoch: [160] [ 860/2904] eta: 0:26:12 lr: 0.002255 loss: 0.1833 (0.1969) loss_rec_all: 0.2097 (0.2227) loss_rec_sfr: 0.2755 (0.2895) loss_cl: -0.2789 (-0.2788) time: 0.7488 data: 0.0003 max mem: 29860 [16:59:13.640674] Epoch: [160] [ 880/2904] eta: 0:25:56 lr: 0.002255 loss: 0.1915 (0.1969) loss_rec_all: 0.2172 (0.2227) loss_rec_sfr: 0.2729 (0.2898) loss_cl: -0.2789 (-0.2788) time: 0.7493 data: 0.0002 max mem: 29860 [16:59:28.611829] Epoch: [160] [ 900/2904] eta: 0:25:39 lr: 0.002255 loss: 0.1865 (0.1969) loss_rec_all: 0.2124 (0.2227) loss_rec_sfr: 0.2320 (0.2894) loss_cl: -0.2789 (-0.2788) time: 0.7485 data: 0.0003 max mem: 29860 [16:59:43.591401] Epoch: [160] [ 920/2904] eta: 0:25:23 lr: 0.002255 loss: 0.1871 (0.1970) loss_rec_all: 0.2128 (0.2228) loss_rec_sfr: 0.2728 (0.2896) loss_cl: -0.2792 (-0.2788) time: 0.7489 data: 0.0003 max mem: 29860 [16:59:58.593434] Epoch: [160] [ 940/2904] eta: 0:25:07 lr: 0.002255 loss: 0.1866 (0.1969) loss_rec_all: 0.2125 (0.2227) loss_rec_sfr: 0.2754 (0.2895) loss_cl: -0.2792 (-0.2788) time: 0.7501 data: 0.0002 max mem: 29860 [17:00:13.598892] Epoch: [160] [ 960/2904] eta: 0:24:51 lr: 0.002255 loss: 0.1892 (0.1969) loss_rec_all: 0.2150 (0.2228) loss_rec_sfr: 0.2695 (0.2895) loss_cl: -0.2795 (-0.2788) time: 0.7502 data: 0.0002 max mem: 29860 [17:00:28.576869] Epoch: [160] [ 980/2904] eta: 0:24:35 lr: 0.002255 loss: 0.1895 (0.1969) loss_rec_all: 0.2155 (0.2227) loss_rec_sfr: 0.2692 (0.2894) loss_cl: -0.2793 (-0.2788) time: 0.7489 data: 0.0003 max mem: 29860 [17:00:43.552244] Epoch: [160] [1000/2904] eta: 0:24:19 lr: 0.002255 loss: 0.1964 (0.1971) loss_rec_all: 0.2223 (0.2229) loss_rec_sfr: 0.2879 (0.2902) loss_cl: -0.2795 (-0.2788) time: 0.7487 data: 0.0002 max mem: 29860 [17:00:58.543581] Epoch: [160] [1020/2904] eta: 0:24:03 lr: 0.002255 loss: 0.1893 (0.1971) loss_rec_all: 0.2151 (0.2230) loss_rec_sfr: 0.2738 (0.2903) loss_cl: -0.2789 (-0.2788) time: 0.7495 data: 0.0002 max mem: 29860 [17:01:13.515319] Epoch: [160] [1040/2904] eta: 0:23:47 lr: 0.002255 loss: 0.1901 (0.1972) loss_rec_all: 0.2164 (0.2230) loss_rec_sfr: 0.2899 (0.2907) loss_cl: -0.2782 (-0.2788) time: 0.7485 data: 0.0003 max mem: 29860 [17:01:28.478653] Epoch: [160] [1060/2904] eta: 0:23:31 lr: 0.002255 loss: 0.1894 (0.1972) loss_rec_all: 0.2153 (0.2230) loss_rec_sfr: 0.2718 (0.2907) loss_cl: -0.2783 (-0.2787) time: 0.7481 data: 0.0003 max mem: 29860 [17:01:43.425882] Epoch: [160] [1080/2904] eta: 0:23:15 lr: 0.002254 loss: 0.1817 (0.1972) loss_rec_all: 0.2079 (0.2230) loss_rec_sfr: 0.2685 (0.2907) loss_cl: -0.2788 (-0.2787) time: 0.7473 data: 0.0002 max mem: 29860 [17:01:58.353473] Epoch: [160] [1100/2904] eta: 0:22:59 lr: 0.002254 loss: 0.1861 (0.1971) loss_rec_all: 0.2119 (0.2229) loss_rec_sfr: 0.2728 (0.2904) loss_cl: -0.2785 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [17:02:13.286412] Epoch: [160] [1120/2904] eta: 0:22:43 lr: 0.002254 loss: 0.1890 (0.1970) loss_rec_all: 0.2153 (0.2229) loss_rec_sfr: 0.2795 (0.2905) loss_cl: -0.2789 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [17:02:28.216078] Epoch: [160] [1140/2904] eta: 0:22:28 lr: 0.002254 loss: 0.1912 (0.1972) loss_rec_all: 0.2173 (0.2231) loss_rec_sfr: 0.2931 (0.2912) loss_cl: -0.2788 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [17:02:43.154458] Epoch: [160] [1160/2904] eta: 0:22:12 lr: 0.002254 loss: 0.1900 (0.1974) loss_rec_all: 0.2161 (0.2232) loss_rec_sfr: 0.2785 (0.2916) loss_cl: -0.2792 (-0.2787) time: 0.7469 data: 0.0002 max mem: 29860 [17:02:58.097587] Epoch: [160] [1180/2904] eta: 0:21:56 lr: 0.002254 loss: 0.1867 (0.1973) loss_rec_all: 0.2127 (0.2231) loss_rec_sfr: 0.2767 (0.2915) loss_cl: -0.2793 (-0.2788) time: 0.7471 data: 0.0002 max mem: 29860 [17:03:13.031270] Epoch: [160] [1200/2904] eta: 0:21:40 lr: 0.002254 loss: 0.1834 (0.1973) loss_rec_all: 0.2096 (0.2231) loss_rec_sfr: 0.2665 (0.2915) loss_cl: -0.2796 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [17:03:27.960146] Epoch: [160] [1220/2904] eta: 0:21:25 lr: 0.002254 loss: 0.1867 (0.1972) loss_rec_all: 0.2130 (0.2231) loss_rec_sfr: 0.2665 (0.2913) loss_cl: -0.2778 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [17:03:42.901902] Epoch: [160] [1240/2904] eta: 0:21:09 lr: 0.002254 loss: 0.1866 (0.1972) loss_rec_all: 0.2131 (0.2230) loss_rec_sfr: 0.2672 (0.2912) loss_cl: -0.2784 (-0.2787) time: 0.7470 data: 0.0002 max mem: 29860 [17:03:57.830643] Epoch: [160] [1260/2904] eta: 0:20:53 lr: 0.002254 loss: 0.1877 (0.1973) loss_rec_all: 0.2140 (0.2231) loss_rec_sfr: 0.2684 (0.2913) loss_cl: -0.2793 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [17:04:12.760233] Epoch: [160] [1280/2904] eta: 0:20:37 lr: 0.002254 loss: 0.1871 (0.1972) loss_rec_all: 0.2131 (0.2231) loss_rec_sfr: 0.2710 (0.2911) loss_cl: -0.2793 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [17:04:27.690058] Epoch: [160] [1300/2904] eta: 0:20:22 lr: 0.002254 loss: 0.1833 (0.1973) loss_rec_all: 0.2092 (0.2231) loss_rec_sfr: 0.2749 (0.2912) loss_cl: -0.2784 (-0.2788) time: 0.7464 data: 0.0003 max mem: 29860 [17:04:42.621932] Epoch: [160] [1320/2904] eta: 0:20:06 lr: 0.002254 loss: 0.1844 (0.1971) loss_rec_all: 0.2103 (0.2230) loss_rec_sfr: 0.2419 (0.2906) loss_cl: -0.2785 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [17:04:57.551696] Epoch: [160] [1340/2904] eta: 0:19:51 lr: 0.002254 loss: 0.1864 (0.1971) loss_rec_all: 0.2122 (0.2229) loss_rec_sfr: 0.2702 (0.2905) loss_cl: -0.2788 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [17:05:12.473580] Epoch: [160] [1360/2904] eta: 0:19:35 lr: 0.002254 loss: 0.1879 (0.1970) loss_rec_all: 0.2143 (0.2229) loss_rec_sfr: 0.2786 (0.2904) loss_cl: -0.2796 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [17:05:27.400897] Epoch: [160] [1380/2904] eta: 0:19:19 lr: 0.002254 loss: 0.1884 (0.1969) loss_rec_all: 0.2147 (0.2227) loss_rec_sfr: 0.2684 (0.2901) loss_cl: -0.2788 (-0.2788) time: 0.7463 data: 0.0003 max mem: 29860 [17:05:42.324875] Epoch: [160] [1400/2904] eta: 0:19:04 lr: 0.002254 loss: 0.1864 (0.1970) loss_rec_all: 0.2124 (0.2228) loss_rec_sfr: 0.2785 (0.2904) loss_cl: -0.2781 (-0.2787) time: 0.7461 data: 0.0003 max mem: 29860 [17:05:57.253706] Epoch: [160] [1420/2904] eta: 0:18:48 lr: 0.002254 loss: 0.1852 (0.1969) loss_rec_all: 0.2115 (0.2227) loss_rec_sfr: 0.2608 (0.2901) loss_cl: -0.2793 (-0.2787) time: 0.7464 data: 0.0004 max mem: 29860 [17:06:12.169768] Epoch: [160] [1440/2904] eta: 0:18:33 lr: 0.002254 loss: 0.1831 (0.1967) loss_rec_all: 0.2098 (0.2226) loss_rec_sfr: 0.2724 (0.2898) loss_cl: -0.2801 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [17:06:27.090193] Epoch: [160] [1460/2904] eta: 0:18:17 lr: 0.002254 loss: 0.1834 (0.1966) loss_rec_all: 0.2091 (0.2225) loss_rec_sfr: 0.2667 (0.2895) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [17:06:42.020928] Epoch: [160] [1480/2904] eta: 0:18:02 lr: 0.002254 loss: 0.1933 (0.1967) loss_rec_all: 0.2193 (0.2226) loss_rec_sfr: 0.2666 (0.2897) loss_cl: -0.2783 (-0.2787) time: 0.7465 data: 0.0003 max mem: 29860 [17:06:56.944058] Epoch: [160] [1500/2904] eta: 0:17:46 lr: 0.002254 loss: 0.1920 (0.1968) loss_rec_all: 0.2178 (0.2226) loss_rec_sfr: 0.2738 (0.2898) loss_cl: -0.2794 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [17:07:11.877507] Epoch: [160] [1520/2904] eta: 0:17:31 lr: 0.002254 loss: 0.1881 (0.1967) loss_rec_all: 0.2146 (0.2226) loss_rec_sfr: 0.2781 (0.2897) loss_cl: -0.2804 (-0.2788) time: 0.7466 data: 0.0003 max mem: 29860 [17:07:26.810655] Epoch: [160] [1540/2904] eta: 0:17:16 lr: 0.002254 loss: 0.1833 (0.1966) loss_rec_all: 0.2091 (0.2225) loss_rec_sfr: 0.2535 (0.2895) loss_cl: -0.2799 (-0.2788) time: 0.7466 data: 0.0003 max mem: 29860 [17:07:41.728306] Epoch: [160] [1560/2904] eta: 0:17:00 lr: 0.002254 loss: 0.1912 (0.1969) loss_rec_all: 0.2169 (0.2227) loss_rec_sfr: 0.3001 (0.2904) loss_cl: -0.2775 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [17:07:56.654475] Epoch: [160] [1580/2904] eta: 0:16:45 lr: 0.002254 loss: 0.1918 (0.1970) loss_rec_all: 0.2180 (0.2228) loss_rec_sfr: 0.2629 (0.2905) loss_cl: -0.2780 (-0.2787) time: 0.7462 data: 0.0003 max mem: 29860 [17:08:11.580164] Epoch: [160] [1600/2904] eta: 0:16:29 lr: 0.002254 loss: 0.1884 (0.1970) loss_rec_all: 0.2148 (0.2229) loss_rec_sfr: 0.2724 (0.2906) loss_cl: -0.2793 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [17:08:26.518891] Epoch: [160] [1620/2904] eta: 0:16:14 lr: 0.002254 loss: 0.1911 (0.1971) loss_rec_all: 0.2170 (0.2230) loss_rec_sfr: 0.2796 (0.2908) loss_cl: -0.2795 (-0.2788) time: 0.7469 data: 0.0003 max mem: 29860 [17:08:41.445323] Epoch: [160] [1640/2904] eta: 0:15:59 lr: 0.002254 loss: 0.1903 (0.1972) loss_rec_all: 0.2160 (0.2230) loss_rec_sfr: 0.2894 (0.2910) loss_cl: -0.2785 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [17:08:56.378642] Epoch: [160] [1660/2904] eta: 0:15:43 lr: 0.002254 loss: 0.1888 (0.1971) loss_rec_all: 0.2147 (0.2229) loss_rec_sfr: 0.2762 (0.2908) loss_cl: -0.2781 (-0.2787) time: 0.7466 data: 0.0003 max mem: 29860 [17:09:11.309207] Epoch: [160] [1680/2904] eta: 0:15:28 lr: 0.002254 loss: 0.1873 (0.1971) loss_rec_all: 0.2134 (0.2230) loss_rec_sfr: 0.2750 (0.2910) loss_cl: -0.2790 (-0.2787) time: 0.7465 data: 0.0003 max mem: 29860 [17:09:26.232267] Epoch: [160] [1700/2904] eta: 0:15:13 lr: 0.002254 loss: 0.1845 (0.1971) loss_rec_all: 0.2109 (0.2229) loss_rec_sfr: 0.2771 (0.2909) loss_cl: -0.2793 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [17:09:41.148736] Epoch: [160] [1720/2904] eta: 0:14:57 lr: 0.002254 loss: 0.1894 (0.1971) loss_rec_all: 0.2156 (0.2230) loss_rec_sfr: 0.2735 (0.2910) loss_cl: -0.2795 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [17:09:56.064024] Epoch: [160] [1740/2904] eta: 0:14:42 lr: 0.002254 loss: 0.1929 (0.1973) loss_rec_all: 0.2189 (0.2231) loss_rec_sfr: 0.2712 (0.2914) loss_cl: -0.2783 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [17:10:10.982246] Epoch: [160] [1760/2904] eta: 0:14:27 lr: 0.002254 loss: 0.1845 (0.1972) loss_rec_all: 0.2104 (0.2230) loss_rec_sfr: 0.2835 (0.2912) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [17:10:25.907340] Epoch: [160] [1780/2904] eta: 0:14:11 lr: 0.002254 loss: 0.1863 (0.1972) loss_rec_all: 0.2126 (0.2230) loss_rec_sfr: 0.2701 (0.2909) loss_cl: -0.2787 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [17:10:40.829743] Epoch: [160] [1800/2904] eta: 0:13:56 lr: 0.002254 loss: 0.1865 (0.1971) loss_rec_all: 0.2126 (0.2230) loss_rec_sfr: 0.2374 (0.2906) loss_cl: -0.2783 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [17:10:55.755110] Epoch: [160] [1820/2904] eta: 0:13:41 lr: 0.002254 loss: 0.1902 (0.1972) loss_rec_all: 0.2162 (0.2230) loss_rec_sfr: 0.2774 (0.2907) loss_cl: -0.2787 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [17:11:10.668995] Epoch: [160] [1840/2904] eta: 0:13:25 lr: 0.002254 loss: 0.1860 (0.1972) loss_rec_all: 0.2122 (0.2230) loss_rec_sfr: 0.2534 (0.2906) loss_cl: -0.2788 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [17:11:25.587600] Epoch: [160] [1860/2904] eta: 0:13:10 lr: 0.002254 loss: 0.1883 (0.1971) loss_rec_all: 0.2149 (0.2229) loss_rec_sfr: 0.2718 (0.2904) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [17:11:40.506492] Epoch: [160] [1880/2904] eta: 0:12:55 lr: 0.002254 loss: 0.1859 (0.1970) loss_rec_all: 0.2124 (0.2228) loss_rec_sfr: 0.2619 (0.2900) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [17:11:55.433753] Epoch: [160] [1900/2904] eta: 0:12:40 lr: 0.002254 loss: 0.1858 (0.1970) loss_rec_all: 0.2124 (0.2228) loss_rec_sfr: 0.2394 (0.2898) loss_cl: -0.2789 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [17:12:10.367655] Epoch: [160] [1920/2904] eta: 0:12:24 lr: 0.002254 loss: 0.1949 (0.1970) loss_rec_all: 0.2209 (0.2229) loss_rec_sfr: 0.2666 (0.2900) loss_cl: -0.2781 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [17:12:25.286437] Epoch: [160] [1940/2904] eta: 0:12:09 lr: 0.002254 loss: 0.1865 (0.1970) loss_rec_all: 0.2124 (0.2229) loss_rec_sfr: 0.2689 (0.2899) loss_cl: -0.2779 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [17:12:40.206856] Epoch: [160] [1960/2904] eta: 0:11:54 lr: 0.002254 loss: 0.1875 (0.1970) loss_rec_all: 0.2134 (0.2229) loss_rec_sfr: 0.2674 (0.2899) loss_cl: -0.2800 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [17:12:55.133252] Epoch: [160] [1980/2904] eta: 0:11:39 lr: 0.002254 loss: 0.1907 (0.1970) loss_rec_all: 0.2162 (0.2228) loss_rec_sfr: 0.2654 (0.2896) loss_cl: -0.2783 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [17:13:10.059779] Epoch: [160] [2000/2904] eta: 0:11:23 lr: 0.002254 loss: 0.1895 (0.1970) loss_rec_all: 0.2154 (0.2228) loss_rec_sfr: 0.2681 (0.2896) loss_cl: -0.2783 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [17:13:24.981255] Epoch: [160] [2020/2904] eta: 0:11:08 lr: 0.002254 loss: 0.1844 (0.1969) loss_rec_all: 0.2108 (0.2228) loss_rec_sfr: 0.2622 (0.2894) loss_cl: -0.2796 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [17:13:39.902844] Epoch: [160] [2040/2904] eta: 0:10:53 lr: 0.002254 loss: 0.1820 (0.1969) loss_rec_all: 0.2084 (0.2227) loss_rec_sfr: 0.2550 (0.2892) loss_cl: -0.2798 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [17:13:54.825964] Epoch: [160] [2060/2904] eta: 0:10:38 lr: 0.002254 loss: 0.1918 (0.1970) loss_rec_all: 0.2178 (0.2228) loss_rec_sfr: 0.2872 (0.2896) loss_cl: -0.2792 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [17:14:09.752687] Epoch: [160] [2080/2904] eta: 0:10:23 lr: 0.002254 loss: 0.1858 (0.1970) loss_rec_all: 0.2116 (0.2229) loss_rec_sfr: 0.2742 (0.2897) loss_cl: -0.2786 (-0.2788) time: 0.7463 data: 0.0003 max mem: 29860 [17:14:24.676328] Epoch: [160] [2100/2904] eta: 0:10:07 lr: 0.002254 loss: 0.1879 (0.1970) loss_rec_all: 0.2139 (0.2229) loss_rec_sfr: 0.2803 (0.2898) loss_cl: -0.2796 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [17:14:39.593315] Epoch: [160] [2120/2904] eta: 0:09:52 lr: 0.002254 loss: 0.1884 (0.1970) loss_rec_all: 0.2146 (0.2228) loss_rec_sfr: 0.2692 (0.2897) loss_cl: -0.2796 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [17:14:54.514423] Epoch: [160] [2140/2904] eta: 0:09:37 lr: 0.002254 loss: 0.1865 (0.1969) loss_rec_all: 0.2123 (0.2228) loss_rec_sfr: 0.2704 (0.2895) loss_cl: -0.2792 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [17:15:09.596834] Epoch: [160] [2160/2904] eta: 0:09:22 lr: 0.002254 loss: 0.1888 (0.1970) loss_rec_all: 0.2149 (0.2228) loss_rec_sfr: 0.2535 (0.2896) loss_cl: -0.2783 (-0.2788) time: 0.7541 data: 0.0003 max mem: 29860 [17:15:24.514028] Epoch: [160] [2180/2904] eta: 0:09:07 lr: 0.002254 loss: 0.1848 (0.1969) loss_rec_all: 0.2107 (0.2228) loss_rec_sfr: 0.2502 (0.2894) loss_cl: -0.2779 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [17:15:39.434062] Epoch: [160] [2200/2904] eta: 0:08:51 lr: 0.002254 loss: 0.1847 (0.1969) loss_rec_all: 0.2113 (0.2228) loss_rec_sfr: 0.2663 (0.2893) loss_cl: -0.2781 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [17:15:54.357064] Epoch: [160] [2220/2904] eta: 0:08:36 lr: 0.002254 loss: 0.1838 (0.1969) loss_rec_all: 0.2099 (0.2227) loss_rec_sfr: 0.2786 (0.2892) loss_cl: -0.2801 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [17:16:09.274268] Epoch: [160] [2240/2904] eta: 0:08:21 lr: 0.002254 loss: 0.1870 (0.1968) loss_rec_all: 0.2130 (0.2227) loss_rec_sfr: 0.2851 (0.2891) loss_cl: -0.2799 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [17:16:24.203776] Epoch: [160] [2260/2904] eta: 0:08:06 lr: 0.002254 loss: 0.1888 (0.1968) loss_rec_all: 0.2151 (0.2227) loss_rec_sfr: 0.2702 (0.2891) loss_cl: -0.2793 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [17:16:39.126693] Epoch: [160] [2280/2904] eta: 0:07:51 lr: 0.002254 loss: 0.1907 (0.1969) loss_rec_all: 0.2166 (0.2227) loss_rec_sfr: 0.2796 (0.2893) loss_cl: -0.2786 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [17:16:54.051739] Epoch: [160] [2300/2904] eta: 0:07:36 lr: 0.002253 loss: 0.1887 (0.1970) loss_rec_all: 0.2149 (0.2228) loss_rec_sfr: 0.2914 (0.2895) loss_cl: -0.2778 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [17:17:08.969590] Epoch: [160] [2320/2904] eta: 0:07:20 lr: 0.002253 loss: 0.1896 (0.1970) loss_rec_all: 0.2155 (0.2228) loss_rec_sfr: 0.2834 (0.2896) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [17:17:23.889952] Epoch: [160] [2340/2904] eta: 0:07:05 lr: 0.002253 loss: 0.1853 (0.1969) loss_rec_all: 0.2111 (0.2228) loss_rec_sfr: 0.2438 (0.2896) loss_cl: -0.2792 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [17:17:38.811069] Epoch: [160] [2360/2904] eta: 0:06:50 lr: 0.002253 loss: 0.1859 (0.1969) loss_rec_all: 0.2119 (0.2228) loss_rec_sfr: 0.2775 (0.2895) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [17:17:53.730824] Epoch: [160] [2380/2904] eta: 0:06:35 lr: 0.002253 loss: 0.1892 (0.1969) loss_rec_all: 0.2152 (0.2228) loss_rec_sfr: 0.2656 (0.2895) loss_cl: -0.2783 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [17:18:08.663168] Epoch: [160] [2400/2904] eta: 0:06:20 lr: 0.002253 loss: 0.1891 (0.1969) loss_rec_all: 0.2152 (0.2228) loss_rec_sfr: 0.2688 (0.2895) loss_cl: -0.2788 (-0.2788) time: 0.7466 data: 0.0003 max mem: 29860 [17:18:23.606581] Epoch: [160] [2420/2904] eta: 0:06:05 lr: 0.002253 loss: 0.1865 (0.1968) loss_rec_all: 0.2127 (0.2227) loss_rec_sfr: 0.2391 (0.2893) loss_cl: -0.2795 (-0.2788) time: 0.7471 data: 0.0003 max mem: 29860 [17:18:38.545522] Epoch: [160] [2440/2904] eta: 0:05:50 lr: 0.002253 loss: 0.1900 (0.1969) loss_rec_all: 0.2160 (0.2228) loss_rec_sfr: 0.2884 (0.2895) loss_cl: -0.2796 (-0.2788) time: 0.7469 data: 0.0003 max mem: 29860 [17:18:53.485860] Epoch: [160] [2460/2904] eta: 0:05:35 lr: 0.002253 loss: 0.1823 (0.1969) loss_rec_all: 0.2085 (0.2227) loss_rec_sfr: 0.2797 (0.2894) loss_cl: -0.2784 (-0.2788) time: 0.7470 data: 0.0003 max mem: 29860 [17:19:08.424475] Epoch: [160] [2480/2904] eta: 0:05:19 lr: 0.002253 loss: 0.1852 (0.1968) loss_rec_all: 0.2107 (0.2227) loss_rec_sfr: 0.2791 (0.2894) loss_cl: -0.2781 (-0.2788) time: 0.7469 data: 0.0003 max mem: 29860 [17:19:23.375295] Epoch: [160] [2500/2904] eta: 0:05:04 lr: 0.002253 loss: 0.1898 (0.1968) loss_rec_all: 0.2158 (0.2227) loss_rec_sfr: 0.2828 (0.2895) loss_cl: -0.2794 (-0.2788) time: 0.7475 data: 0.0003 max mem: 29860 [17:19:38.325341] Epoch: [160] [2520/2904] eta: 0:04:49 lr: 0.002253 loss: 0.1874 (0.1969) loss_rec_all: 0.2138 (0.2227) loss_rec_sfr: 0.2757 (0.2896) loss_cl: -0.2793 (-0.2788) time: 0.7474 data: 0.0003 max mem: 29860 [17:19:53.528692] Epoch: [160] [2540/2904] eta: 0:04:34 lr: 0.002253 loss: 0.1861 (0.1969) loss_rec_all: 0.2119 (0.2227) loss_rec_sfr: 0.2740 (0.2898) loss_cl: -0.2800 (-0.2788) time: 0.7601 data: 0.0003 max mem: 29860 [17:20:08.536876] Epoch: [160] [2560/2904] eta: 0:04:19 lr: 0.002253 loss: 0.1853 (0.1969) loss_rec_all: 0.2116 (0.2227) loss_rec_sfr: 0.2694 (0.2897) loss_cl: -0.2798 (-0.2788) time: 0.7503 data: 0.0003 max mem: 29860 [17:20:23.513593] Epoch: [160] [2580/2904] eta: 0:04:04 lr: 0.002253 loss: 0.1901 (0.1969) loss_rec_all: 0.2161 (0.2227) loss_rec_sfr: 0.2656 (0.2897) loss_cl: -0.2790 (-0.2788) time: 0.7488 data: 0.0003 max mem: 29860 [17:20:38.506110] Epoch: [160] [2600/2904] eta: 0:03:49 lr: 0.002253 loss: 0.1889 (0.1969) loss_rec_all: 0.2148 (0.2227) loss_rec_sfr: 0.2731 (0.2897) loss_cl: -0.2783 (-0.2788) time: 0.7496 data: 0.0004 max mem: 29860 [17:20:53.528590] Epoch: [160] [2620/2904] eta: 0:03:34 lr: 0.002253 loss: 0.1871 (0.1969) loss_rec_all: 0.2130 (0.2227) loss_rec_sfr: 0.2744 (0.2897) loss_cl: -0.2787 (-0.2788) time: 0.7511 data: 0.0003 max mem: 29860 [17:21:08.507268] Epoch: [160] [2640/2904] eta: 0:03:19 lr: 0.002253 loss: 0.1863 (0.1968) loss_rec_all: 0.2126 (0.2227) loss_rec_sfr: 0.2471 (0.2895) loss_cl: -0.2789 (-0.2788) time: 0.7489 data: 0.0003 max mem: 29860 [17:21:23.516805] Epoch: [160] [2660/2904] eta: 0:03:04 lr: 0.002253 loss: 0.1873 (0.1968) loss_rec_all: 0.2131 (0.2227) loss_rec_sfr: 0.2483 (0.2894) loss_cl: -0.2794 (-0.2788) time: 0.7504 data: 0.0002 max mem: 29860 [17:21:38.526961] Epoch: [160] [2680/2904] eta: 0:02:48 lr: 0.002253 loss: 0.1867 (0.1968) loss_rec_all: 0.2126 (0.2227) loss_rec_sfr: 0.2806 (0.2895) loss_cl: -0.2781 (-0.2788) time: 0.7505 data: 0.0002 max mem: 29860 [17:21:53.534958] Epoch: [160] [2700/2904] eta: 0:02:33 lr: 0.002253 loss: 0.1882 (0.1968) loss_rec_all: 0.2142 (0.2227) loss_rec_sfr: 0.2824 (0.2895) loss_cl: -0.2794 (-0.2788) time: 0.7504 data: 0.0002 max mem: 29860 [17:22:08.544437] Epoch: [160] [2720/2904] eta: 0:02:18 lr: 0.002253 loss: 0.1850 (0.1968) loss_rec_all: 0.2111 (0.2227) loss_rec_sfr: 0.2766 (0.2894) loss_cl: -0.2795 (-0.2788) time: 0.7504 data: 0.0003 max mem: 29860 [17:22:23.538517] Epoch: [160] [2740/2904] eta: 0:02:03 lr: 0.002253 loss: 0.1896 (0.1968) loss_rec_all: 0.2154 (0.2227) loss_rec_sfr: 0.2490 (0.2894) loss_cl: -0.2795 (-0.2788) time: 0.7496 data: 0.0003 max mem: 29860 [17:22:38.532981] Epoch: [160] [2760/2904] eta: 0:01:48 lr: 0.002253 loss: 0.1926 (0.1969) loss_rec_all: 0.2191 (0.2227) loss_rec_sfr: 0.2665 (0.2896) loss_cl: -0.2799 (-0.2788) time: 0.7497 data: 0.0002 max mem: 29860 [17:22:53.526403] Epoch: [160] [2780/2904] eta: 0:01:33 lr: 0.002253 loss: 0.1874 (0.1969) loss_rec_all: 0.2136 (0.2227) loss_rec_sfr: 0.2645 (0.2895) loss_cl: -0.2783 (-0.2788) time: 0.7496 data: 0.0002 max mem: 29860 [17:23:08.473425] Epoch: [160] [2800/2904] eta: 0:01:18 lr: 0.002253 loss: 0.1852 (0.1968) loss_rec_all: 0.2109 (0.2227) loss_rec_sfr: 0.2567 (0.2894) loss_cl: -0.2783 (-0.2788) time: 0.7473 data: 0.0003 max mem: 29860 [17:23:23.430031] Epoch: [160] [2820/2904] eta: 0:01:03 lr: 0.002253 loss: 0.1895 (0.1969) loss_rec_all: 0.2152 (0.2227) loss_rec_sfr: 0.2937 (0.2895) loss_cl: -0.2786 (-0.2788) time: 0.7478 data: 0.0002 max mem: 29860 [17:23:38.402182] Epoch: [160] [2840/2904] eta: 0:00:48 lr: 0.002253 loss: 0.1907 (0.1968) loss_rec_all: 0.2167 (0.2227) loss_rec_sfr: 0.2703 (0.2894) loss_cl: -0.2797 (-0.2788) time: 0.7486 data: 0.0026 max mem: 29860 [17:23:53.300602] Epoch: [160] [2860/2904] eta: 0:00:33 lr: 0.002253 loss: 0.1849 (0.1968) loss_rec_all: 0.2112 (0.2226) loss_rec_sfr: 0.2330 (0.2891) loss_cl: -0.2794 (-0.2788) time: 0.7449 data: 0.0001 max mem: 29860 [17:24:08.191924] Epoch: [160] [2880/2904] eta: 0:00:18 lr: 0.002253 loss: 0.1862 (0.1968) loss_rec_all: 0.2123 (0.2226) loss_rec_sfr: 0.2747 (0.2891) loss_cl: -0.2788 (-0.2788) time: 0.7445 data: 0.0001 max mem: 29860 [17:24:23.079961] Epoch: [160] [2900/2904] eta: 0:00:03 lr: 0.002253 loss: 0.1892 (0.1968) loss_rec_all: 0.2149 (0.2226) loss_rec_sfr: 0.2813 (0.2892) loss_cl: -0.2788 (-0.2788) time: 0.7444 data: 0.0001 max mem: 29860 [17:24:25.321751] Epoch: [160] [2903/2904] eta: 0:00:00 lr: 0.002253 loss: 0.1892 (0.1968) loss_rec_all: 0.2149 (0.2227) loss_rec_sfr: 0.2813 (0.2893) loss_cl: -0.2788 (-0.2788) time: 0.7444 data: 0.0001 max mem: 29860 [17:24:27.716644] Epoch: [160] Total time: 0:36:31 (0.7547 s / it) [17:24:27.736404] Averaged stats: lr: 0.002253 loss: 0.1892 (0.1998) loss_rec_all: 0.2149 (0.2233) loss_rec_sfr: 0.2813 (0.2922) loss_cl: -0.2788 (-0.2555) [17:24:27.741744] log_dir: ./checkpoint/VF2_ViT-B [17:24:47.600597] Epoch: [161] [ 0/2904] eta: 16:01:05 lr: 0.002253 loss: 0.1818 (0.1818) loss_rec_all: 0.2075 (0.2075) loss_rec_sfr: 0.2930 (0.2930) loss_cl: -0.2782 (-0.2782) time: 19.8574 data: 15.5072 max mem: 29860 [17:25:02.523740] Epoch: [161] [ 20/2904] eta: 1:19:36 lr: 0.002253 loss: 0.1903 (0.2026) loss_rec_all: 0.2162 (0.2283) loss_rec_sfr: 0.2894 (0.3158) loss_cl: -0.2791 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [17:25:17.444052] Epoch: [161] [ 40/2904] eta: 0:57:51 lr: 0.002253 loss: 0.1867 (0.1998) loss_rec_all: 0.2127 (0.2255) loss_rec_sfr: 0.2725 (0.3003) loss_cl: -0.2785 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [17:25:32.440737] Epoch: [161] [ 60/2904] eta: 0:50:16 lr: 0.002253 loss: 0.1849 (0.1959) loss_rec_all: 0.2109 (0.2217) loss_rec_sfr: 0.2707 (0.2897) loss_cl: -0.2789 (-0.2787) time: 0.7498 data: 0.0002 max mem: 29860 [17:25:47.398731] Epoch: [161] [ 80/2904] eta: 0:46:16 lr: 0.002253 loss: 0.1859 (0.1946) loss_rec_all: 0.2119 (0.2205) loss_rec_sfr: 0.2717 (0.2851) loss_cl: -0.2794 (-0.2789) time: 0.7478 data: 0.0003 max mem: 29860 [17:26:02.373997] Epoch: [161] [ 100/2904] eta: 0:43:47 lr: 0.002253 loss: 0.1887 (0.1955) loss_rec_all: 0.2150 (0.2213) loss_rec_sfr: 0.2753 (0.2868) loss_cl: -0.2790 (-0.2789) time: 0.7487 data: 0.0003 max mem: 29860 [17:26:17.353211] Epoch: [161] [ 120/2904] eta: 0:42:01 lr: 0.002253 loss: 0.1871 (0.1957) loss_rec_all: 0.2134 (0.2215) loss_rec_sfr: 0.2775 (0.2890) loss_cl: -0.2786 (-0.2788) time: 0.7489 data: 0.0003 max mem: 29860 [17:26:32.351822] Epoch: [161] [ 140/2904] eta: 0:40:42 lr: 0.002253 loss: 0.1911 (0.1955) loss_rec_all: 0.2169 (0.2214) loss_rec_sfr: 0.2715 (0.2875) loss_cl: -0.2791 (-0.2788) time: 0.7498 data: 0.0004 max mem: 29860 [17:26:47.327805] Epoch: [161] [ 160/2904] eta: 0:39:38 lr: 0.002253 loss: 0.1877 (0.1954) loss_rec_all: 0.2137 (0.2212) loss_rec_sfr: 0.2616 (0.2852) loss_cl: -0.2789 (-0.2788) time: 0.7488 data: 0.0004 max mem: 29860 [17:27:02.327831] Epoch: [161] [ 180/2904] eta: 0:38:46 lr: 0.002253 loss: 0.1893 (0.1963) loss_rec_all: 0.2150 (0.2221) loss_rec_sfr: 0.2807 (0.2888) loss_cl: -0.2783 (-0.2787) time: 0.7500 data: 0.0003 max mem: 29860 [17:27:17.303624] Epoch: [161] [ 200/2904] eta: 0:38:00 lr: 0.002253 loss: 0.1859 (0.1956) loss_rec_all: 0.2121 (0.2215) loss_rec_sfr: 0.2738 (0.2871) loss_cl: -0.2785 (-0.2787) time: 0.7487 data: 0.0002 max mem: 29860 [17:27:32.300097] Epoch: [161] [ 220/2904] eta: 0:37:21 lr: 0.002253 loss: 0.1869 (0.1957) loss_rec_all: 0.2132 (0.2215) loss_rec_sfr: 0.2645 (0.2871) loss_cl: -0.2801 (-0.2788) time: 0.7498 data: 0.0002 max mem: 29860 [17:27:47.279992] Epoch: [161] [ 240/2904] eta: 0:36:45 lr: 0.002253 loss: 0.1866 (0.1959) loss_rec_all: 0.2129 (0.2218) loss_rec_sfr: 0.2851 (0.2883) loss_cl: -0.2799 (-0.2789) time: 0.7489 data: 0.0003 max mem: 29860 [17:28:02.266033] Epoch: [161] [ 260/2904] eta: 0:36:13 lr: 0.002253 loss: 0.1851 (0.1957) loss_rec_all: 0.2115 (0.2216) loss_rec_sfr: 0.2730 (0.2876) loss_cl: -0.2789 (-0.2789) time: 0.7493 data: 0.0002 max mem: 29860 [17:28:17.235387] Epoch: [161] [ 280/2904] eta: 0:35:42 lr: 0.002253 loss: 0.1879 (0.1966) loss_rec_all: 0.2133 (0.2224) loss_rec_sfr: 0.2944 (0.2907) loss_cl: -0.2775 (-0.2788) time: 0.7484 data: 0.0002 max mem: 29860 [17:28:32.198799] Epoch: [161] [ 300/2904] eta: 0:35:14 lr: 0.002253 loss: 0.1850 (0.1964) loss_rec_all: 0.2110 (0.2222) loss_rec_sfr: 0.2712 (0.2901) loss_cl: -0.2785 (-0.2787) time: 0.7481 data: 0.0003 max mem: 29860 [17:28:47.160880] Epoch: [161] [ 320/2904] eta: 0:34:48 lr: 0.002253 loss: 0.1846 (0.1962) loss_rec_all: 0.2106 (0.2221) loss_rec_sfr: 0.2716 (0.2896) loss_cl: -0.2787 (-0.2787) time: 0.7481 data: 0.0002 max mem: 29860 [17:29:02.083647] Epoch: [161] [ 340/2904] eta: 0:34:22 lr: 0.002253 loss: 0.1910 (0.1966) loss_rec_all: 0.2171 (0.2224) loss_rec_sfr: 0.2839 (0.2906) loss_cl: -0.2790 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [17:29:16.992596] Epoch: [161] [ 360/2904] eta: 0:33:58 lr: 0.002253 loss: 0.1887 (0.1970) loss_rec_all: 0.2147 (0.2228) loss_rec_sfr: 0.2859 (0.2927) loss_cl: -0.2794 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [17:29:31.913398] Epoch: [161] [ 380/2904] eta: 0:33:34 lr: 0.002253 loss: 0.1901 (0.1973) loss_rec_all: 0.2161 (0.2232) loss_rec_sfr: 0.2770 (0.2937) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [17:29:46.826213] Epoch: [161] [ 400/2904] eta: 0:33:12 lr: 0.002253 loss: 0.1819 (0.1973) loss_rec_all: 0.2080 (0.2231) loss_rec_sfr: 0.2632 (0.2932) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [17:30:01.740666] Epoch: [161] [ 420/2904] eta: 0:32:50 lr: 0.002253 loss: 0.1841 (0.1969) loss_rec_all: 0.2099 (0.2227) loss_rec_sfr: 0.2591 (0.2916) loss_cl: -0.2786 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [17:30:16.665635] Epoch: [161] [ 440/2904] eta: 0:32:29 lr: 0.002253 loss: 0.1868 (0.1972) loss_rec_all: 0.2129 (0.2230) loss_rec_sfr: 0.2881 (0.2931) loss_cl: -0.2788 (-0.2787) time: 0.7462 data: 0.0003 max mem: 29860 [17:30:31.586661] Epoch: [161] [ 460/2904] eta: 0:32:08 lr: 0.002253 loss: 0.1924 (0.1973) loss_rec_all: 0.2182 (0.2231) loss_rec_sfr: 0.2720 (0.2929) loss_cl: -0.2787 (-0.2787) time: 0.7460 data: 0.0003 max mem: 29860 [17:30:46.500432] Epoch: [161] [ 480/2904] eta: 0:31:48 lr: 0.002253 loss: 0.1873 (0.1971) loss_rec_all: 0.2131 (0.2229) loss_rec_sfr: 0.2814 (0.2925) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [17:31:01.410604] Epoch: [161] [ 500/2904] eta: 0:31:28 lr: 0.002253 loss: 0.1875 (0.1971) loss_rec_all: 0.2136 (0.2229) loss_rec_sfr: 0.2641 (0.2923) loss_cl: -0.2787 (-0.2787) time: 0.7455 data: 0.0003 max mem: 29860 [17:31:16.321748] Epoch: [161] [ 520/2904] eta: 0:31:09 lr: 0.002253 loss: 0.1875 (0.1972) loss_rec_all: 0.2133 (0.2230) loss_rec_sfr: 0.2844 (0.2931) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [17:31:31.242079] Epoch: [161] [ 540/2904] eta: 0:30:50 lr: 0.002253 loss: 0.1858 (0.1970) loss_rec_all: 0.2116 (0.2228) loss_rec_sfr: 0.2630 (0.2924) loss_cl: -0.2793 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [17:31:46.166980] Epoch: [161] [ 560/2904] eta: 0:30:31 lr: 0.002253 loss: 0.1903 (0.1975) loss_rec_all: 0.2163 (0.2233) loss_rec_sfr: 0.2833 (0.2940) loss_cl: -0.2783 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [17:32:01.087886] Epoch: [161] [ 580/2904] eta: 0:30:13 lr: 0.002253 loss: 0.1868 (0.1974) loss_rec_all: 0.2131 (0.2232) loss_rec_sfr: 0.2644 (0.2932) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [17:32:16.003737] Epoch: [161] [ 600/2904] eta: 0:29:55 lr: 0.002253 loss: 0.1885 (0.1973) loss_rec_all: 0.2143 (0.2231) loss_rec_sfr: 0.2715 (0.2930) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [17:32:30.921237] Epoch: [161] [ 620/2904] eta: 0:29:36 lr: 0.002252 loss: 0.1848 (0.1969) loss_rec_all: 0.2107 (0.2228) loss_rec_sfr: 0.2524 (0.2915) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [17:32:45.838553] Epoch: [161] [ 640/2904] eta: 0:29:19 lr: 0.002252 loss: 0.1872 (0.1971) loss_rec_all: 0.2131 (0.2229) loss_rec_sfr: 0.2764 (0.2918) loss_cl: -0.2781 (-0.2787) time: 0.7458 data: 0.0003 max mem: 29860 [17:33:00.749156] Epoch: [161] [ 660/2904] eta: 0:29:01 lr: 0.002252 loss: 0.1865 (0.1972) loss_rec_all: 0.2124 (0.2230) loss_rec_sfr: 0.2773 (0.2925) loss_cl: -0.2787 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [17:33:15.659965] Epoch: [161] [ 680/2904] eta: 0:28:43 lr: 0.002252 loss: 0.1846 (0.1969) loss_rec_all: 0.2110 (0.2227) loss_rec_sfr: 0.2739 (0.2916) loss_cl: -0.2800 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [17:33:30.573701] Epoch: [161] [ 700/2904] eta: 0:28:26 lr: 0.002252 loss: 0.1922 (0.1972) loss_rec_all: 0.2184 (0.2230) loss_rec_sfr: 0.2714 (0.2920) loss_cl: -0.2782 (-0.2787) time: 0.7456 data: 0.0003 max mem: 29860 [17:33:45.484658] Epoch: [161] [ 720/2904] eta: 0:28:09 lr: 0.002252 loss: 0.1886 (0.1973) loss_rec_all: 0.2145 (0.2231) loss_rec_sfr: 0.2817 (0.2925) loss_cl: -0.2789 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [17:34:00.395373] Epoch: [161] [ 740/2904] eta: 0:27:52 lr: 0.002252 loss: 0.1855 (0.1974) loss_rec_all: 0.2114 (0.2232) loss_rec_sfr: 0.2760 (0.2927) loss_cl: -0.2790 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [17:34:15.306773] Epoch: [161] [ 760/2904] eta: 0:27:35 lr: 0.002252 loss: 0.1852 (0.1973) loss_rec_all: 0.2117 (0.2231) loss_rec_sfr: 0.2697 (0.2922) loss_cl: -0.2798 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [17:34:30.219164] Epoch: [161] [ 780/2904] eta: 0:27:18 lr: 0.002252 loss: 0.1870 (0.1973) loss_rec_all: 0.2133 (0.2232) loss_rec_sfr: 0.2737 (0.2926) loss_cl: -0.2789 (-0.2787) time: 0.7456 data: 0.0003 max mem: 29860 [17:34:45.134202] Epoch: [161] [ 800/2904] eta: 0:27:01 lr: 0.002252 loss: 0.1913 (0.1974) loss_rec_all: 0.2171 (0.2232) loss_rec_sfr: 0.2741 (0.2926) loss_cl: -0.2787 (-0.2787) time: 0.7457 data: 0.0003 max mem: 29860 [17:35:00.051914] Epoch: [161] [ 820/2904] eta: 0:26:44 lr: 0.002252 loss: 0.1878 (0.1974) loss_rec_all: 0.2144 (0.2233) loss_rec_sfr: 0.2591 (0.2925) loss_cl: -0.2789 (-0.2787) time: 0.7458 data: 0.0003 max mem: 29860 [17:35:14.967587] Epoch: [161] [ 840/2904] eta: 0:26:28 lr: 0.002252 loss: 0.1893 (0.1975) loss_rec_all: 0.2158 (0.2233) loss_rec_sfr: 0.2735 (0.2927) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [17:35:29.878197] Epoch: [161] [ 860/2904] eta: 0:26:11 lr: 0.002252 loss: 0.1864 (0.1974) loss_rec_all: 0.2129 (0.2233) loss_rec_sfr: 0.2584 (0.2924) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [17:35:44.796306] Epoch: [161] [ 880/2904] eta: 0:25:55 lr: 0.002252 loss: 0.1940 (0.1976) loss_rec_all: 0.2199 (0.2234) loss_rec_sfr: 0.2777 (0.2929) loss_cl: -0.2789 (-0.2787) time: 0.7458 data: 0.0003 max mem: 29860 [17:35:59.704679] Epoch: [161] [ 900/2904] eta: 0:25:38 lr: 0.002252 loss: 0.1843 (0.1975) loss_rec_all: 0.2103 (0.2233) loss_rec_sfr: 0.2677 (0.2924) loss_cl: -0.2793 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [17:36:14.622607] Epoch: [161] [ 920/2904] eta: 0:25:22 lr: 0.002252 loss: 0.1886 (0.1978) loss_rec_all: 0.2144 (0.2236) loss_rec_sfr: 0.2934 (0.2936) loss_cl: -0.2798 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [17:36:29.540901] Epoch: [161] [ 940/2904] eta: 0:25:06 lr: 0.002252 loss: 0.1877 (0.1978) loss_rec_all: 0.2135 (0.2236) loss_rec_sfr: 0.2773 (0.2939) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [17:36:44.459268] Epoch: [161] [ 960/2904] eta: 0:24:50 lr: 0.002252 loss: 0.1866 (0.1978) loss_rec_all: 0.2121 (0.2236) loss_rec_sfr: 0.2811 (0.2940) loss_cl: -0.2778 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [17:36:59.377622] Epoch: [161] [ 980/2904] eta: 0:24:34 lr: 0.002252 loss: 0.1868 (0.1977) loss_rec_all: 0.2128 (0.2236) loss_rec_sfr: 0.2728 (0.2939) loss_cl: -0.2776 (-0.2787) time: 0.7459 data: 0.0003 max mem: 29860 [17:37:14.297494] Epoch: [161] [1000/2904] eta: 0:24:17 lr: 0.002252 loss: 0.1948 (0.1978) loss_rec_all: 0.2206 (0.2236) loss_rec_sfr: 0.2751 (0.2939) loss_cl: -0.2796 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [17:37:29.223199] Epoch: [161] [1020/2904] eta: 0:24:01 lr: 0.002252 loss: 0.1889 (0.1979) loss_rec_all: 0.2152 (0.2238) loss_rec_sfr: 0.2589 (0.2940) loss_cl: -0.2784 (-0.2787) time: 0.7462 data: 0.0003 max mem: 29860 [17:37:44.138429] Epoch: [161] [1040/2904] eta: 0:23:45 lr: 0.002252 loss: 0.1941 (0.1981) loss_rec_all: 0.2204 (0.2239) loss_rec_sfr: 0.2784 (0.2943) loss_cl: -0.2795 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [17:37:59.058419] Epoch: [161] [1060/2904] eta: 0:23:29 lr: 0.002252 loss: 0.1881 (0.1982) loss_rec_all: 0.2141 (0.2240) loss_rec_sfr: 0.2829 (0.2948) loss_cl: -0.2787 (-0.2787) time: 0.7459 data: 0.0003 max mem: 29860 [17:38:13.976724] Epoch: [161] [1080/2904] eta: 0:23:14 lr: 0.002252 loss: 0.1902 (0.1982) loss_rec_all: 0.2166 (0.2240) loss_rec_sfr: 0.2738 (0.2945) loss_cl: -0.2788 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [17:38:28.891046] Epoch: [161] [1100/2904] eta: 0:22:58 lr: 0.002252 loss: 0.1919 (0.1983) loss_rec_all: 0.2177 (0.2241) loss_rec_sfr: 0.2847 (0.2949) loss_cl: -0.2785 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [17:38:43.802950] Epoch: [161] [1120/2904] eta: 0:22:42 lr: 0.002252 loss: 0.1866 (0.1983) loss_rec_all: 0.2126 (0.2241) loss_rec_sfr: 0.2865 (0.2949) loss_cl: -0.2783 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [17:38:58.714862] Epoch: [161] [1140/2904] eta: 0:22:26 lr: 0.002252 loss: 0.1814 (0.1981) loss_rec_all: 0.2073 (0.2239) loss_rec_sfr: 0.2765 (0.2945) loss_cl: -0.2784 (-0.2787) time: 0.7456 data: 0.0003 max mem: 29860 [17:39:13.633590] Epoch: [161] [1160/2904] eta: 0:22:10 lr: 0.002252 loss: 0.1857 (0.1981) loss_rec_all: 0.2116 (0.2239) loss_rec_sfr: 0.2751 (0.2945) loss_cl: -0.2784 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [17:39:28.545827] Epoch: [161] [1180/2904] eta: 0:21:54 lr: 0.002252 loss: 0.1880 (0.1982) loss_rec_all: 0.2140 (0.2240) loss_rec_sfr: 0.2746 (0.2948) loss_cl: -0.2791 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [17:39:43.459664] Epoch: [161] [1200/2904] eta: 0:21:39 lr: 0.002252 loss: 0.1884 (0.1982) loss_rec_all: 0.2146 (0.2240) loss_rec_sfr: 0.2643 (0.2945) loss_cl: -0.2797 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [17:39:58.374293] Epoch: [161] [1220/2904] eta: 0:21:23 lr: 0.002252 loss: 0.1900 (0.1982) loss_rec_all: 0.2163 (0.2240) loss_rec_sfr: 0.2761 (0.2946) loss_cl: -0.2796 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [17:40:13.296027] Epoch: [161] [1240/2904] eta: 0:21:07 lr: 0.002252 loss: 0.1883 (0.1983) loss_rec_all: 0.2147 (0.2241) loss_rec_sfr: 0.2791 (0.2948) loss_cl: -0.2787 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [17:40:28.216827] Epoch: [161] [1260/2904] eta: 0:20:52 lr: 0.002252 loss: 0.1916 (0.1983) loss_rec_all: 0.2175 (0.2241) loss_rec_sfr: 0.2702 (0.2948) loss_cl: -0.2779 (-0.2787) time: 0.7460 data: 0.0003 max mem: 29860 [17:40:43.127494] Epoch: [161] [1280/2904] eta: 0:20:36 lr: 0.002252 loss: 0.1952 (0.1984) loss_rec_all: 0.2212 (0.2242) loss_rec_sfr: 0.2748 (0.2951) loss_cl: -0.2782 (-0.2787) time: 0.7455 data: 0.0003 max mem: 29860 [17:40:58.036723] Epoch: [161] [1300/2904] eta: 0:20:20 lr: 0.002252 loss: 0.1919 (0.1985) loss_rec_all: 0.2175 (0.2243) loss_rec_sfr: 0.2917 (0.2955) loss_cl: -0.2798 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [17:41:12.946415] Epoch: [161] [1320/2904] eta: 0:20:05 lr: 0.002252 loss: 0.1935 (0.1986) loss_rec_all: 0.2196 (0.2244) loss_rec_sfr: 0.2568 (0.2956) loss_cl: -0.2786 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [17:41:27.861029] Epoch: [161] [1340/2904] eta: 0:19:49 lr: 0.002252 loss: 0.1982 (0.1988) loss_rec_all: 0.2244 (0.2246) loss_rec_sfr: 0.2949 (0.2963) loss_cl: -0.2791 (-0.2787) time: 0.7457 data: 0.0003 max mem: 29860 [17:41:42.753689] Epoch: [161] [1360/2904] eta: 0:19:34 lr: 0.002252 loss: 0.1945 (0.1989) loss_rec_all: 0.2206 (0.2247) loss_rec_sfr: 0.2763 (0.2961) loss_cl: -0.2784 (-0.2787) time: 0.7446 data: 0.0003 max mem: 29860 [17:41:57.665494] Epoch: [161] [1380/2904] eta: 0:19:18 lr: 0.002252 loss: 0.1881 (0.1988) loss_rec_all: 0.2140 (0.2246) loss_rec_sfr: 0.2665 (0.2959) loss_cl: -0.2782 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [17:42:12.582253] Epoch: [161] [1400/2904] eta: 0:19:03 lr: 0.002252 loss: 0.1871 (0.1988) loss_rec_all: 0.2131 (0.2246) loss_rec_sfr: 0.2766 (0.2959) loss_cl: -0.2794 (-0.2787) time: 0.7458 data: 0.0003 max mem: 29860 [17:42:27.495936] Epoch: [161] [1420/2904] eta: 0:18:47 lr: 0.002252 loss: 0.1859 (0.1987) loss_rec_all: 0.2117 (0.2245) loss_rec_sfr: 0.2760 (0.2956) loss_cl: -0.2790 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [17:42:42.408325] Epoch: [161] [1440/2904] eta: 0:18:32 lr: 0.002252 loss: 0.1947 (0.1988) loss_rec_all: 0.2207 (0.2246) loss_rec_sfr: 0.2858 (0.2960) loss_cl: -0.2793 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [17:42:57.323168] Epoch: [161] [1460/2904] eta: 0:18:16 lr: 0.002252 loss: 0.1887 (0.1987) loss_rec_all: 0.2149 (0.2245) loss_rec_sfr: 0.2730 (0.2958) loss_cl: -0.2794 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [17:43:12.238910] Epoch: [161] [1480/2904] eta: 0:18:01 lr: 0.002252 loss: 0.1850 (0.1987) loss_rec_all: 0.2108 (0.2245) loss_rec_sfr: 0.2768 (0.2958) loss_cl: -0.2784 (-0.2787) time: 0.7457 data: 0.0003 max mem: 29860 [17:43:27.152943] Epoch: [161] [1500/2904] eta: 0:17:45 lr: 0.002252 loss: 0.1908 (0.1987) loss_rec_all: 0.2171 (0.2245) loss_rec_sfr: 0.2705 (0.2957) loss_cl: -0.2782 (-0.2787) time: 0.7457 data: 0.0003 max mem: 29860 [17:43:42.070336] Epoch: [161] [1520/2904] eta: 0:17:30 lr: 0.002252 loss: 0.1878 (0.1986) loss_rec_all: 0.2136 (0.2244) loss_rec_sfr: 0.2673 (0.2955) loss_cl: -0.2786 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [17:43:56.984247] Epoch: [161] [1540/2904] eta: 0:17:14 lr: 0.002252 loss: 0.1876 (0.1986) loss_rec_all: 0.2135 (0.2244) loss_rec_sfr: 0.2816 (0.2954) loss_cl: -0.2793 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [17:44:11.899358] Epoch: [161] [1560/2904] eta: 0:16:59 lr: 0.002252 loss: 0.1846 (0.1985) loss_rec_all: 0.2107 (0.2243) loss_rec_sfr: 0.2579 (0.2951) loss_cl: -0.2786 (-0.2787) time: 0.7457 data: 0.0003 max mem: 29860 [17:44:26.810550] Epoch: [161] [1580/2904] eta: 0:16:44 lr: 0.002252 loss: 0.1853 (0.1985) loss_rec_all: 0.2117 (0.2243) loss_rec_sfr: 0.2730 (0.2952) loss_cl: -0.2790 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [17:44:41.723165] Epoch: [161] [1600/2904] eta: 0:16:28 lr: 0.002252 loss: 0.1848 (0.1985) loss_rec_all: 0.2113 (0.2243) loss_rec_sfr: 0.2677 (0.2951) loss_cl: -0.2785 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [17:44:56.631259] Epoch: [161] [1620/2904] eta: 0:16:13 lr: 0.002252 loss: 0.1866 (0.1985) loss_rec_all: 0.2129 (0.2243) loss_rec_sfr: 0.2770 (0.2952) loss_cl: -0.2788 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [17:45:11.544325] Epoch: [161] [1640/2904] eta: 0:15:57 lr: 0.002252 loss: 0.1853 (0.1985) loss_rec_all: 0.2110 (0.2243) loss_rec_sfr: 0.2774 (0.2952) loss_cl: -0.2794 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [17:45:26.456105] Epoch: [161] [1660/2904] eta: 0:15:42 lr: 0.002252 loss: 0.1874 (0.1985) loss_rec_all: 0.2133 (0.2243) loss_rec_sfr: 0.2829 (0.2953) loss_cl: -0.2794 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [17:45:41.365861] Epoch: [161] [1680/2904] eta: 0:15:27 lr: 0.002252 loss: 0.1879 (0.1985) loss_rec_all: 0.2136 (0.2243) loss_rec_sfr: 0.2850 (0.2954) loss_cl: -0.2782 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [17:45:56.280777] Epoch: [161] [1700/2904] eta: 0:15:11 lr: 0.002252 loss: 0.1906 (0.1985) loss_rec_all: 0.2168 (0.2243) loss_rec_sfr: 0.2752 (0.2953) loss_cl: -0.2783 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [17:46:11.195921] Epoch: [161] [1720/2904] eta: 0:14:56 lr: 0.002252 loss: 0.1891 (0.1986) loss_rec_all: 0.2149 (0.2244) loss_rec_sfr: 0.2677 (0.2956) loss_cl: -0.2793 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [17:46:26.102241] Epoch: [161] [1740/2904] eta: 0:14:41 lr: 0.002252 loss: 0.1879 (0.1985) loss_rec_all: 0.2139 (0.2243) loss_rec_sfr: 0.2796 (0.2957) loss_cl: -0.2798 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [17:46:41.010345] Epoch: [161] [1760/2904] eta: 0:14:26 lr: 0.002252 loss: 0.1883 (0.1984) loss_rec_all: 0.2143 (0.2242) loss_rec_sfr: 0.2765 (0.2954) loss_cl: -0.2791 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [17:46:55.934347] Epoch: [161] [1780/2904] eta: 0:14:10 lr: 0.002252 loss: 0.1886 (0.1984) loss_rec_all: 0.2144 (0.2242) loss_rec_sfr: 0.2749 (0.2953) loss_cl: -0.2776 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [17:47:10.851914] Epoch: [161] [1800/2904] eta: 0:13:55 lr: 0.002252 loss: 0.1968 (0.1986) loss_rec_all: 0.2229 (0.2244) loss_rec_sfr: 0.2822 (0.2959) loss_cl: -0.2787 (-0.2787) time: 0.7458 data: 0.0003 max mem: 29860 [17:47:25.766581] Epoch: [161] [1820/2904] eta: 0:13:40 lr: 0.002252 loss: 0.1863 (0.1985) loss_rec_all: 0.2123 (0.2243) loss_rec_sfr: 0.2623 (0.2955) loss_cl: -0.2796 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [17:47:40.677799] Epoch: [161] [1840/2904] eta: 0:13:24 lr: 0.002251 loss: 0.1893 (0.1985) loss_rec_all: 0.2156 (0.2243) loss_rec_sfr: 0.2639 (0.2954) loss_cl: -0.2796 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [17:47:55.583740] Epoch: [161] [1860/2904] eta: 0:13:09 lr: 0.002251 loss: 0.1865 (0.1985) loss_rec_all: 0.2128 (0.2243) loss_rec_sfr: 0.2718 (0.2954) loss_cl: -0.2788 (-0.2788) time: 0.7452 data: 0.0004 max mem: 29860 [17:48:10.495515] Epoch: [161] [1880/2904] eta: 0:12:54 lr: 0.002251 loss: 0.1859 (0.1985) loss_rec_all: 0.2123 (0.2243) loss_rec_sfr: 0.2707 (0.2954) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [17:48:25.409203] Epoch: [161] [1900/2904] eta: 0:12:39 lr: 0.002251 loss: 0.1858 (0.1984) loss_rec_all: 0.2118 (0.2242) loss_rec_sfr: 0.2781 (0.2953) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [17:48:40.323886] Epoch: [161] [1920/2904] eta: 0:12:24 lr: 0.002251 loss: 0.1890 (0.1984) loss_rec_all: 0.2148 (0.2242) loss_rec_sfr: 0.2728 (0.2951) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [17:48:55.239433] Epoch: [161] [1940/2904] eta: 0:12:08 lr: 0.002251 loss: 0.1895 (0.1984) loss_rec_all: 0.2153 (0.2242) loss_rec_sfr: 0.2675 (0.2951) loss_cl: -0.2785 (-0.2787) time: 0.7457 data: 0.0003 max mem: 29860 [17:49:10.152231] Epoch: [161] [1960/2904] eta: 0:11:53 lr: 0.002251 loss: 0.1883 (0.1984) loss_rec_all: 0.2148 (0.2242) loss_rec_sfr: 0.2877 (0.2953) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [17:49:25.068007] Epoch: [161] [1980/2904] eta: 0:11:38 lr: 0.002251 loss: 0.1895 (0.1984) loss_rec_all: 0.2159 (0.2242) loss_rec_sfr: 0.2735 (0.2951) loss_cl: -0.2795 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [17:49:39.979057] Epoch: [161] [2000/2904] eta: 0:11:23 lr: 0.002251 loss: 0.1871 (0.1985) loss_rec_all: 0.2132 (0.2243) loss_rec_sfr: 0.2798 (0.2953) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [17:49:54.891120] Epoch: [161] [2020/2904] eta: 0:11:07 lr: 0.002251 loss: 0.1836 (0.1983) loss_rec_all: 0.2097 (0.2241) loss_rec_sfr: 0.2696 (0.2949) loss_cl: -0.2782 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [17:50:09.810292] Epoch: [161] [2040/2904] eta: 0:10:52 lr: 0.002251 loss: 0.1846 (0.1983) loss_rec_all: 0.2107 (0.2241) loss_rec_sfr: 0.2722 (0.2948) loss_cl: -0.2784 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [17:50:24.726521] Epoch: [161] [2060/2904] eta: 0:10:37 lr: 0.002251 loss: 0.1868 (0.1983) loss_rec_all: 0.2128 (0.2241) loss_rec_sfr: 0.2798 (0.2949) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [17:50:39.645255] Epoch: [161] [2080/2904] eta: 0:10:22 lr: 0.002251 loss: 0.1845 (0.1983) loss_rec_all: 0.2105 (0.2241) loss_rec_sfr: 0.2714 (0.2948) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [17:50:54.597351] Epoch: [161] [2100/2904] eta: 0:10:07 lr: 0.002251 loss: 0.1857 (0.1983) loss_rec_all: 0.2117 (0.2241) loss_rec_sfr: 0.2848 (0.2950) loss_cl: -0.2789 (-0.2788) time: 0.7476 data: 0.0002 max mem: 29860 [17:51:09.541758] Epoch: [161] [2120/2904] eta: 0:09:52 lr: 0.002251 loss: 0.1865 (0.1983) loss_rec_all: 0.2125 (0.2241) loss_rec_sfr: 0.2729 (0.2949) loss_cl: -0.2790 (-0.2788) time: 0.7472 data: 0.0002 max mem: 29860 [17:51:24.482921] Epoch: [161] [2140/2904] eta: 0:09:36 lr: 0.002251 loss: 0.1874 (0.1983) loss_rec_all: 0.2140 (0.2241) loss_rec_sfr: 0.2692 (0.2947) loss_cl: -0.2789 (-0.2788) time: 0.7470 data: 0.0002 max mem: 29860 [17:51:39.407817] Epoch: [161] [2160/2904] eta: 0:09:21 lr: 0.002251 loss: 0.1914 (0.1984) loss_rec_all: 0.2174 (0.2242) loss_rec_sfr: 0.2647 (0.2950) loss_cl: -0.2779 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [17:51:54.336882] Epoch: [161] [2180/2904] eta: 0:09:06 lr: 0.002251 loss: 0.1971 (0.1985) loss_rec_all: 0.2230 (0.2243) loss_rec_sfr: 0.2778 (0.2953) loss_cl: -0.2780 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [17:52:09.263616] Epoch: [161] [2200/2904] eta: 0:08:51 lr: 0.002251 loss: 0.2023 (0.1986) loss_rec_all: 0.2283 (0.2244) loss_rec_sfr: 0.2950 (0.2959) loss_cl: -0.2788 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [17:52:24.189698] Epoch: [161] [2220/2904] eta: 0:08:36 lr: 0.002251 loss: 0.1852 (0.1986) loss_rec_all: 0.2115 (0.2244) loss_rec_sfr: 0.2785 (0.2958) loss_cl: -0.2793 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [17:52:39.121119] Epoch: [161] [2240/2904] eta: 0:08:21 lr: 0.002251 loss: 0.1885 (0.1986) loss_rec_all: 0.2143 (0.2244) loss_rec_sfr: 0.2789 (0.2959) loss_cl: -0.2794 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [17:52:54.040018] Epoch: [161] [2260/2904] eta: 0:08:05 lr: 0.002251 loss: 0.1885 (0.1986) loss_rec_all: 0.2146 (0.2244) loss_rec_sfr: 0.2785 (0.2960) loss_cl: -0.2796 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [17:53:08.957443] Epoch: [161] [2280/2904] eta: 0:07:50 lr: 0.002251 loss: 0.1906 (0.1987) loss_rec_all: 0.2167 (0.2245) loss_rec_sfr: 0.2809 (0.2961) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [17:53:23.877795] Epoch: [161] [2300/2904] eta: 0:07:35 lr: 0.002251 loss: 0.1853 (0.1987) loss_rec_all: 0.2110 (0.2245) loss_rec_sfr: 0.2833 (0.2962) loss_cl: -0.2783 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [17:53:38.798862] Epoch: [161] [2320/2904] eta: 0:07:20 lr: 0.002251 loss: 0.1902 (0.1987) loss_rec_all: 0.2159 (0.2245) loss_rec_sfr: 0.2862 (0.2963) loss_cl: -0.2780 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [17:53:53.717877] Epoch: [161] [2340/2904] eta: 0:07:05 lr: 0.002251 loss: 0.1861 (0.1987) loss_rec_all: 0.2122 (0.2245) loss_rec_sfr: 0.2765 (0.2963) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [17:54:08.636338] Epoch: [161] [2360/2904] eta: 0:06:50 lr: 0.002251 loss: 0.1877 (0.1987) loss_rec_all: 0.2138 (0.2245) loss_rec_sfr: 0.2763 (0.2964) loss_cl: -0.2802 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [17:54:23.556009] Epoch: [161] [2380/2904] eta: 0:06:35 lr: 0.002251 loss: 0.1905 (0.1987) loss_rec_all: 0.2166 (0.2245) loss_rec_sfr: 0.2688 (0.2964) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [17:54:38.479759] Epoch: [161] [2400/2904] eta: 0:06:20 lr: 0.002251 loss: 0.1871 (0.1987) loss_rec_all: 0.2132 (0.2245) loss_rec_sfr: 0.2672 (0.2962) loss_cl: -0.2782 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [17:54:53.400324] Epoch: [161] [2420/2904] eta: 0:06:04 lr: 0.002251 loss: 0.1873 (0.1987) loss_rec_all: 0.2131 (0.2245) loss_rec_sfr: 0.2796 (0.2962) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [17:55:08.322704] Epoch: [161] [2440/2904] eta: 0:05:49 lr: 0.002251 loss: 0.1853 (0.1987) loss_rec_all: 0.2114 (0.2245) loss_rec_sfr: 0.2786 (0.2962) loss_cl: -0.2786 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [17:55:23.256740] Epoch: [161] [2460/2904] eta: 0:05:34 lr: 0.002251 loss: 0.1881 (0.1987) loss_rec_all: 0.2138 (0.2245) loss_rec_sfr: 0.2840 (0.2962) loss_cl: -0.2787 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [17:55:38.178269] Epoch: [161] [2480/2904] eta: 0:05:19 lr: 0.002251 loss: 0.1861 (0.1986) loss_rec_all: 0.2119 (0.2244) loss_rec_sfr: 0.2709 (0.2959) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [17:55:53.101830] Epoch: [161] [2500/2904] eta: 0:05:04 lr: 0.002251 loss: 0.1883 (0.1986) loss_rec_all: 0.2143 (0.2244) loss_rec_sfr: 0.2640 (0.2960) loss_cl: -0.2794 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [17:56:08.021890] Epoch: [161] [2520/2904] eta: 0:04:49 lr: 0.002251 loss: 0.1870 (0.1986) loss_rec_all: 0.2133 (0.2244) loss_rec_sfr: 0.2757 (0.2959) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [17:56:22.945380] Epoch: [161] [2540/2904] eta: 0:04:34 lr: 0.002251 loss: 0.1858 (0.1986) loss_rec_all: 0.2121 (0.2244) loss_rec_sfr: 0.2881 (0.2961) loss_cl: -0.2786 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [17:56:37.862072] Epoch: [161] [2560/2904] eta: 0:04:19 lr: 0.002251 loss: 0.1922 (0.1986) loss_rec_all: 0.2181 (0.2244) loss_rec_sfr: 0.2810 (0.2963) loss_cl: -0.2781 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [17:56:52.781361] Epoch: [161] [2580/2904] eta: 0:04:04 lr: 0.002251 loss: 0.1910 (0.1986) loss_rec_all: 0.2170 (0.2244) loss_rec_sfr: 0.2693 (0.2962) loss_cl: -0.2781 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [17:57:07.704542] Epoch: [161] [2600/2904] eta: 0:03:49 lr: 0.002251 loss: 0.1881 (0.1986) loss_rec_all: 0.2139 (0.2244) loss_rec_sfr: 0.2753 (0.2962) loss_cl: -0.2785 (-0.2787) time: 0.7461 data: 0.0003 max mem: 29860 [17:57:22.630092] Epoch: [161] [2620/2904] eta: 0:03:33 lr: 0.002251 loss: 0.1865 (0.1986) loss_rec_all: 0.2125 (0.2244) loss_rec_sfr: 0.2799 (0.2962) loss_cl: -0.2796 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [17:57:37.558848] Epoch: [161] [2640/2904] eta: 0:03:18 lr: 0.002251 loss: 0.1907 (0.1986) loss_rec_all: 0.2165 (0.2244) loss_rec_sfr: 0.2672 (0.2960) loss_cl: -0.2786 (-0.2788) time: 0.7464 data: 0.0003 max mem: 29860 [17:57:52.488182] Epoch: [161] [2660/2904] eta: 0:03:03 lr: 0.002251 loss: 0.1912 (0.1986) loss_rec_all: 0.2171 (0.2244) loss_rec_sfr: 0.2718 (0.2960) loss_cl: -0.2783 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [17:58:07.417171] Epoch: [161] [2680/2904] eta: 0:02:48 lr: 0.002251 loss: 0.1927 (0.1986) loss_rec_all: 0.2191 (0.2244) loss_rec_sfr: 0.2738 (0.2960) loss_cl: -0.2794 (-0.2787) time: 0.7464 data: 0.0003 max mem: 29860 [17:58:22.349435] Epoch: [161] [2700/2904] eta: 0:02:33 lr: 0.002251 loss: 0.1900 (0.1986) loss_rec_all: 0.2158 (0.2244) loss_rec_sfr: 0.2723 (0.2959) loss_cl: -0.2800 (-0.2788) time: 0.7465 data: 0.0003 max mem: 29860 [17:58:37.273679] Epoch: [161] [2720/2904] eta: 0:02:18 lr: 0.002251 loss: 0.1897 (0.1985) loss_rec_all: 0.2157 (0.2244) loss_rec_sfr: 0.2815 (0.2959) loss_cl: -0.2799 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [17:58:52.198114] Epoch: [161] [2740/2904] eta: 0:02:03 lr: 0.002251 loss: 0.1875 (0.1985) loss_rec_all: 0.2136 (0.2244) loss_rec_sfr: 0.2741 (0.2959) loss_cl: -0.2785 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [17:59:07.123125] Epoch: [161] [2760/2904] eta: 0:01:48 lr: 0.002251 loss: 0.1887 (0.1986) loss_rec_all: 0.2146 (0.2244) loss_rec_sfr: 0.2435 (0.2959) loss_cl: -0.2777 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [17:59:22.043356] Epoch: [161] [2780/2904] eta: 0:01:33 lr: 0.002251 loss: 0.1873 (0.1985) loss_rec_all: 0.2132 (0.2243) loss_rec_sfr: 0.2805 (0.2959) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [17:59:36.968021] Epoch: [161] [2800/2904] eta: 0:01:18 lr: 0.002251 loss: 0.1938 (0.1986) loss_rec_all: 0.2200 (0.2244) loss_rec_sfr: 0.2817 (0.2962) loss_cl: -0.2788 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [17:59:51.880395] Epoch: [161] [2820/2904] eta: 0:01:03 lr: 0.002251 loss: 0.1843 (0.1986) loss_rec_all: 0.2105 (0.2244) loss_rec_sfr: 0.2388 (0.2961) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [18:00:06.859137] Epoch: [161] [2840/2904] eta: 0:00:48 lr: 0.002251 loss: 0.1858 (0.1987) loss_rec_all: 0.2119 (0.2245) loss_rec_sfr: 0.2704 (0.2962) loss_cl: -0.2786 (-0.2788) time: 0.7489 data: 0.0042 max mem: 29860 [18:00:21.769607] Epoch: [161] [2860/2904] eta: 0:00:33 lr: 0.002251 loss: 0.1895 (0.1987) loss_rec_all: 0.2156 (0.2245) loss_rec_sfr: 0.2759 (0.2962) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0001 max mem: 29860 [18:00:36.675855] Epoch: [161] [2880/2904] eta: 0:00:18 lr: 0.002251 loss: 0.1855 (0.1987) loss_rec_all: 0.2118 (0.2245) loss_rec_sfr: 0.2631 (0.2962) loss_cl: -0.2792 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [18:00:51.589752] Epoch: [161] [2900/2904] eta: 0:00:03 lr: 0.002251 loss: 0.1869 (0.1986) loss_rec_all: 0.2127 (0.2244) loss_rec_sfr: 0.2716 (0.2961) loss_cl: -0.2783 (-0.2788) time: 0.7457 data: 0.0001 max mem: 29860 [18:00:53.833464] Epoch: [161] [2903/2904] eta: 0:00:00 lr: 0.002251 loss: 0.1872 (0.1987) loss_rec_all: 0.2129 (0.2245) loss_rec_sfr: 0.2716 (0.2961) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0001 max mem: 29860 [18:00:56.002969] Epoch: [161] Total time: 0:36:28 (0.7535 s / it) [18:00:56.005506] Averaged stats: lr: 0.002251 loss: 0.1872 (0.2005) loss_rec_all: 0.2129 (0.2240) loss_rec_sfr: 0.2716 (0.2941) loss_cl: -0.2788 (-0.2555) [18:00:56.012966] log_dir: ./checkpoint/VF2_ViT-B [18:01:12.769632] Epoch: [162] [ 0/2904] eta: 13:30:58 lr: 0.002251 loss: 0.1832 (0.1832) loss_rec_all: 0.2091 (0.2091) loss_rec_sfr: 0.2737 (0.2737) loss_cl: -0.2776 (-0.2776) time: 16.7558 data: 13.0718 max mem: 29860 [18:01:28.905543] Epoch: [162] [ 20/2904] eta: 1:15:16 lr: 0.002251 loss: 0.1867 (0.1955) loss_rec_all: 0.2129 (0.2213) loss_rec_sfr: 0.2622 (0.2835) loss_cl: -0.2789 (-0.2784) time: 0.8067 data: 0.0584 max mem: 29860 [18:01:43.846533] Epoch: [162] [ 40/2904] eta: 0:55:41 lr: 0.002251 loss: 0.1905 (0.1993) loss_rec_all: 0.2167 (0.2251) loss_rec_sfr: 0.2742 (0.2943) loss_cl: -0.2788 (-0.2786) time: 0.7470 data: 0.0005 max mem: 29860 [18:01:58.821178] Epoch: [162] [ 60/2904] eta: 0:48:48 lr: 0.002251 loss: 0.1880 (0.1969) loss_rec_all: 0.2145 (0.2228) loss_rec_sfr: 0.2599 (0.2842) loss_cl: -0.2788 (-0.2787) time: 0.7486 data: 0.0003 max mem: 29860 [18:02:13.781075] Epoch: [162] [ 80/2904] eta: 0:45:11 lr: 0.002251 loss: 0.1861 (0.1945) loss_rec_all: 0.2124 (0.2205) loss_rec_sfr: 0.2678 (0.2765) loss_cl: -0.2792 (-0.2788) time: 0.7479 data: 0.0004 max mem: 29860 [18:02:28.739006] Epoch: [162] [ 100/2904] eta: 0:42:54 lr: 0.002251 loss: 0.1833 (0.1932) loss_rec_all: 0.2093 (0.2191) loss_rec_sfr: 0.2685 (0.2742) loss_cl: -0.2792 (-0.2789) time: 0.7478 data: 0.0005 max mem: 29860 [18:02:43.718231] Epoch: [162] [ 120/2904] eta: 0:41:17 lr: 0.002251 loss: 0.1852 (0.1935) loss_rec_all: 0.2111 (0.2194) loss_rec_sfr: 0.2735 (0.2762) loss_cl: -0.2781 (-0.2787) time: 0.7489 data: 0.0003 max mem: 29860 [18:02:58.704563] Epoch: [162] [ 140/2904] eta: 0:40:04 lr: 0.002250 loss: 0.1856 (0.1933) loss_rec_all: 0.2118 (0.2192) loss_rec_sfr: 0.2720 (0.2771) loss_cl: -0.2788 (-0.2787) time: 0.7492 data: 0.0004 max mem: 29860 [18:03:13.685539] Epoch: [162] [ 160/2904] eta: 0:39:06 lr: 0.002250 loss: 0.1896 (0.1944) loss_rec_all: 0.2156 (0.2203) loss_rec_sfr: 0.2684 (0.2805) loss_cl: -0.2790 (-0.2787) time: 0.7490 data: 0.0004 max mem: 29860 [18:03:28.729126] Epoch: [162] [ 180/2904] eta: 0:38:18 lr: 0.002250 loss: 0.1854 (0.1943) loss_rec_all: 0.2116 (0.2202) loss_rec_sfr: 0.2335 (0.2797) loss_cl: -0.2793 (-0.2788) time: 0.7521 data: 0.0003 max mem: 29860 [18:03:43.738723] Epoch: [162] [ 200/2904] eta: 0:37:36 lr: 0.002250 loss: 0.1873 (0.1942) loss_rec_all: 0.2130 (0.2201) loss_rec_sfr: 0.2674 (0.2797) loss_cl: -0.2780 (-0.2787) time: 0.7504 data: 0.0003 max mem: 29860 [18:03:58.727787] Epoch: [162] [ 220/2904] eta: 0:36:58 lr: 0.002250 loss: 0.1889 (0.1942) loss_rec_all: 0.2154 (0.2201) loss_rec_sfr: 0.2655 (0.2795) loss_cl: -0.2788 (-0.2787) time: 0.7494 data: 0.0003 max mem: 29860 [18:04:13.714783] Epoch: [162] [ 240/2904] eta: 0:36:25 lr: 0.002250 loss: 0.1869 (0.1943) loss_rec_all: 0.2131 (0.2202) loss_rec_sfr: 0.2769 (0.2805) loss_cl: -0.2789 (-0.2787) time: 0.7493 data: 0.0003 max mem: 29860 [18:04:28.710073] Epoch: [162] [ 260/2904] eta: 0:35:54 lr: 0.002250 loss: 0.1845 (0.1946) loss_rec_all: 0.2109 (0.2205) loss_rec_sfr: 0.2741 (0.2816) loss_cl: -0.2790 (-0.2787) time: 0.7497 data: 0.0003 max mem: 29860 [18:04:43.692928] Epoch: [162] [ 280/2904] eta: 0:35:25 lr: 0.002250 loss: 0.1858 (0.1948) loss_rec_all: 0.2116 (0.2207) loss_rec_sfr: 0.2638 (0.2818) loss_cl: -0.2792 (-0.2788) time: 0.7491 data: 0.0003 max mem: 29860 [18:04:58.690475] Epoch: [162] [ 300/2904] eta: 0:34:59 lr: 0.002250 loss: 0.1829 (0.1947) loss_rec_all: 0.2093 (0.2206) loss_rec_sfr: 0.2225 (0.2808) loss_cl: -0.2797 (-0.2788) time: 0.7498 data: 0.0003 max mem: 29860 [18:05:13.667249] Epoch: [162] [ 320/2904] eta: 0:34:33 lr: 0.002250 loss: 0.1870 (0.1946) loss_rec_all: 0.2135 (0.2205) loss_rec_sfr: 0.2643 (0.2807) loss_cl: -0.2788 (-0.2788) time: 0.7488 data: 0.0004 max mem: 29860 [18:05:28.603776] Epoch: [162] [ 340/2904] eta: 0:34:09 lr: 0.002250 loss: 0.1877 (0.1948) loss_rec_all: 0.2135 (0.2208) loss_rec_sfr: 0.2743 (0.2814) loss_cl: -0.2784 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [18:05:43.525329] Epoch: [162] [ 360/2904] eta: 0:33:45 lr: 0.002250 loss: 0.1846 (0.1946) loss_rec_all: 0.2109 (0.2205) loss_rec_sfr: 0.2667 (0.2813) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [18:05:58.446438] Epoch: [162] [ 380/2904] eta: 0:33:23 lr: 0.002250 loss: 0.1868 (0.1947) loss_rec_all: 0.2126 (0.2206) loss_rec_sfr: 0.2707 (0.2816) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [18:06:13.362670] Epoch: [162] [ 400/2904] eta: 0:33:01 lr: 0.002250 loss: 0.1885 (0.1948) loss_rec_all: 0.2148 (0.2207) loss_rec_sfr: 0.2701 (0.2814) loss_cl: -0.2793 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [18:06:28.288247] Epoch: [162] [ 420/2904] eta: 0:32:40 lr: 0.002250 loss: 0.1896 (0.1953) loss_rec_all: 0.2152 (0.2212) loss_rec_sfr: 0.2821 (0.2836) loss_cl: -0.2783 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [18:06:43.216432] Epoch: [162] [ 440/2904] eta: 0:32:19 lr: 0.002250 loss: 0.1880 (0.1954) loss_rec_all: 0.2142 (0.2212) loss_rec_sfr: 0.2628 (0.2835) loss_cl: -0.2783 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [18:06:58.214597] Epoch: [162] [ 460/2904] eta: 0:32:00 lr: 0.002250 loss: 0.1863 (0.1955) loss_rec_all: 0.2125 (0.2214) loss_rec_sfr: 0.2783 (0.2839) loss_cl: -0.2787 (-0.2787) time: 0.7499 data: 0.0003 max mem: 29860 [18:07:13.190593] Epoch: [162] [ 480/2904] eta: 0:31:40 lr: 0.002250 loss: 0.1875 (0.1955) loss_rec_all: 0.2138 (0.2213) loss_rec_sfr: 0.2866 (0.2841) loss_cl: -0.2792 (-0.2788) time: 0.7487 data: 0.0003 max mem: 29860 [18:07:28.164243] Epoch: [162] [ 500/2904] eta: 0:31:21 lr: 0.002250 loss: 0.1845 (0.1958) loss_rec_all: 0.2108 (0.2217) loss_rec_sfr: 0.2795 (0.2855) loss_cl: -0.2797 (-0.2788) time: 0.7486 data: 0.0004 max mem: 29860 [18:07:43.155547] Epoch: [162] [ 520/2904] eta: 0:31:02 lr: 0.002250 loss: 0.1848 (0.1958) loss_rec_all: 0.2111 (0.2217) loss_rec_sfr: 0.2690 (0.2855) loss_cl: -0.2791 (-0.2788) time: 0.7495 data: 0.0003 max mem: 29860 [18:07:58.134729] Epoch: [162] [ 540/2904] eta: 0:30:44 lr: 0.002250 loss: 0.1864 (0.1960) loss_rec_all: 0.2125 (0.2219) loss_rec_sfr: 0.2711 (0.2861) loss_cl: -0.2791 (-0.2788) time: 0.7489 data: 0.0003 max mem: 29860 [18:08:13.143044] Epoch: [162] [ 560/2904] eta: 0:30:26 lr: 0.002250 loss: 0.1838 (0.1960) loss_rec_all: 0.2100 (0.2219) loss_rec_sfr: 0.2667 (0.2860) loss_cl: -0.2785 (-0.2788) time: 0.7504 data: 0.0003 max mem: 29860 [18:08:28.137591] Epoch: [162] [ 580/2904] eta: 0:30:08 lr: 0.002250 loss: 0.1849 (0.1960) loss_rec_all: 0.2109 (0.2219) loss_rec_sfr: 0.2828 (0.2865) loss_cl: -0.2788 (-0.2788) time: 0.7497 data: 0.0003 max mem: 29860 [18:08:43.106772] Epoch: [162] [ 600/2904] eta: 0:29:50 lr: 0.002250 loss: 0.1843 (0.1961) loss_rec_all: 0.2107 (0.2220) loss_rec_sfr: 0.2746 (0.2872) loss_cl: -0.2792 (-0.2788) time: 0.7484 data: 0.0004 max mem: 29860 [18:08:58.086204] Epoch: [162] [ 620/2904] eta: 0:29:32 lr: 0.002250 loss: 0.1844 (0.1960) loss_rec_all: 0.2107 (0.2219) loss_rec_sfr: 0.2626 (0.2867) loss_cl: -0.2793 (-0.2788) time: 0.7489 data: 0.0003 max mem: 29860 [18:09:13.078370] Epoch: [162] [ 640/2904] eta: 0:29:15 lr: 0.002250 loss: 0.1875 (0.1961) loss_rec_all: 0.2137 (0.2219) loss_rec_sfr: 0.2784 (0.2868) loss_cl: -0.2794 (-0.2788) time: 0.7496 data: 0.0003 max mem: 29860 [18:09:28.077544] Epoch: [162] [ 660/2904] eta: 0:28:58 lr: 0.002250 loss: 0.1887 (0.1962) loss_rec_all: 0.2148 (0.2221) loss_rec_sfr: 0.2798 (0.2871) loss_cl: -0.2781 (-0.2788) time: 0.7499 data: 0.0003 max mem: 29860 [18:09:43.046444] Epoch: [162] [ 680/2904] eta: 0:28:41 lr: 0.002250 loss: 0.1884 (0.1963) loss_rec_all: 0.2144 (0.2222) loss_rec_sfr: 0.2697 (0.2875) loss_cl: -0.2789 (-0.2788) time: 0.7484 data: 0.0003 max mem: 29860 [18:09:58.050204] Epoch: [162] [ 700/2904] eta: 0:28:24 lr: 0.002250 loss: 0.1914 (0.1964) loss_rec_all: 0.2172 (0.2223) loss_rec_sfr: 0.2776 (0.2880) loss_cl: -0.2786 (-0.2788) time: 0.7501 data: 0.0003 max mem: 29860 [18:10:13.006845] Epoch: [162] [ 720/2904] eta: 0:28:07 lr: 0.002250 loss: 0.1858 (0.1964) loss_rec_all: 0.2121 (0.2222) loss_rec_sfr: 0.2709 (0.2877) loss_cl: -0.2785 (-0.2788) time: 0.7478 data: 0.0003 max mem: 29860 [18:10:27.984940] Epoch: [162] [ 740/2904] eta: 0:27:50 lr: 0.002250 loss: 0.1808 (0.1962) loss_rec_all: 0.2070 (0.2221) loss_rec_sfr: 0.2658 (0.2876) loss_cl: -0.2789 (-0.2788) time: 0.7488 data: 0.0004 max mem: 29860 [18:10:42.975764] Epoch: [162] [ 760/2904] eta: 0:27:33 lr: 0.002250 loss: 0.1845 (0.1961) loss_rec_all: 0.2107 (0.2220) loss_rec_sfr: 0.2626 (0.2872) loss_cl: -0.2793 (-0.2788) time: 0.7495 data: 0.0003 max mem: 29860 [18:10:57.906358] Epoch: [162] [ 780/2904] eta: 0:27:16 lr: 0.002250 loss: 0.1885 (0.1963) loss_rec_all: 0.2145 (0.2221) loss_rec_sfr: 0.2740 (0.2878) loss_cl: -0.2793 (-0.2788) time: 0.7465 data: 0.0003 max mem: 29860 [18:11:12.829221] Epoch: [162] [ 800/2904] eta: 0:27:00 lr: 0.002250 loss: 0.1842 (0.1962) loss_rec_all: 0.2100 (0.2221) loss_rec_sfr: 0.2709 (0.2877) loss_cl: -0.2792 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [18:11:27.743253] Epoch: [162] [ 820/2904] eta: 0:26:43 lr: 0.002250 loss: 0.1859 (0.1961) loss_rec_all: 0.2125 (0.2220) loss_rec_sfr: 0.2303 (0.2870) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [18:11:42.653814] Epoch: [162] [ 840/2904] eta: 0:26:26 lr: 0.002250 loss: 0.1843 (0.1960) loss_rec_all: 0.2106 (0.2218) loss_rec_sfr: 0.2668 (0.2867) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [18:11:57.569361] Epoch: [162] [ 860/2904] eta: 0:26:10 lr: 0.002250 loss: 0.1883 (0.1960) loss_rec_all: 0.2146 (0.2219) loss_rec_sfr: 0.2723 (0.2867) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [18:12:12.479080] Epoch: [162] [ 880/2904] eta: 0:25:53 lr: 0.002250 loss: 0.1861 (0.1961) loss_rec_all: 0.2120 (0.2219) loss_rec_sfr: 0.2821 (0.2870) loss_cl: -0.2795 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [18:12:27.391748] Epoch: [162] [ 900/2904] eta: 0:25:37 lr: 0.002250 loss: 0.1871 (0.1960) loss_rec_all: 0.2132 (0.2219) loss_rec_sfr: 0.2619 (0.2866) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [18:12:42.305349] Epoch: [162] [ 920/2904] eta: 0:25:21 lr: 0.002250 loss: 0.1909 (0.1961) loss_rec_all: 0.2172 (0.2220) loss_rec_sfr: 0.2649 (0.2870) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [18:12:57.221288] Epoch: [162] [ 940/2904] eta: 0:25:05 lr: 0.002250 loss: 0.1883 (0.1963) loss_rec_all: 0.2142 (0.2222) loss_rec_sfr: 0.2791 (0.2878) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [18:13:12.134791] Epoch: [162] [ 960/2904] eta: 0:24:48 lr: 0.002250 loss: 0.1873 (0.1963) loss_rec_all: 0.2139 (0.2222) loss_rec_sfr: 0.2756 (0.2878) loss_cl: -0.2793 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [18:13:27.047066] Epoch: [162] [ 980/2904] eta: 0:24:32 lr: 0.002250 loss: 0.1866 (0.1963) loss_rec_all: 0.2123 (0.2222) loss_rec_sfr: 0.2791 (0.2880) loss_cl: -0.2784 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [18:13:41.959943] Epoch: [162] [1000/2904] eta: 0:24:16 lr: 0.002250 loss: 0.1883 (0.1966) loss_rec_all: 0.2141 (0.2224) loss_rec_sfr: 0.2752 (0.2884) loss_cl: -0.2776 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [18:13:56.878850] Epoch: [162] [1020/2904] eta: 0:24:00 lr: 0.002250 loss: 0.1883 (0.1966) loss_rec_all: 0.2139 (0.2225) loss_rec_sfr: 0.2697 (0.2885) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [18:14:11.798420] Epoch: [162] [1040/2904] eta: 0:23:44 lr: 0.002250 loss: 0.1847 (0.1967) loss_rec_all: 0.2105 (0.2225) loss_rec_sfr: 0.2739 (0.2889) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [18:14:26.715306] Epoch: [162] [1060/2904] eta: 0:23:28 lr: 0.002250 loss: 0.1850 (0.1966) loss_rec_all: 0.2109 (0.2225) loss_rec_sfr: 0.2650 (0.2886) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [18:14:41.626924] Epoch: [162] [1080/2904] eta: 0:23:12 lr: 0.002250 loss: 0.1882 (0.1967) loss_rec_all: 0.2143 (0.2225) loss_rec_sfr: 0.2787 (0.2889) loss_cl: -0.2783 (-0.2788) time: 0.7455 data: 0.0004 max mem: 29860 [18:14:56.540759] Epoch: [162] [1100/2904] eta: 0:22:57 lr: 0.002250 loss: 0.1841 (0.1967) loss_rec_all: 0.2103 (0.2226) loss_rec_sfr: 0.2766 (0.2891) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [18:15:11.457553] Epoch: [162] [1120/2904] eta: 0:22:41 lr: 0.002250 loss: 0.1863 (0.1968) loss_rec_all: 0.2122 (0.2226) loss_rec_sfr: 0.2771 (0.2894) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [18:15:26.370551] Epoch: [162] [1140/2904] eta: 0:22:25 lr: 0.002250 loss: 0.1870 (0.1968) loss_rec_all: 0.2135 (0.2226) loss_rec_sfr: 0.2810 (0.2894) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [18:15:41.286337] Epoch: [162] [1160/2904] eta: 0:22:09 lr: 0.002250 loss: 0.1868 (0.1967) loss_rec_all: 0.2130 (0.2226) loss_rec_sfr: 0.2850 (0.2895) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [18:15:56.200993] Epoch: [162] [1180/2904] eta: 0:21:53 lr: 0.002250 loss: 0.1867 (0.1967) loss_rec_all: 0.2126 (0.2226) loss_rec_sfr: 0.2701 (0.2895) loss_cl: -0.2784 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [18:16:11.114726] Epoch: [162] [1200/2904] eta: 0:21:38 lr: 0.002250 loss: 0.1825 (0.1967) loss_rec_all: 0.2087 (0.2225) loss_rec_sfr: 0.2418 (0.2891) loss_cl: -0.2781 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [18:16:26.022804] Epoch: [162] [1220/2904] eta: 0:21:22 lr: 0.002250 loss: 0.1854 (0.1966) loss_rec_all: 0.2119 (0.2224) loss_rec_sfr: 0.2651 (0.2887) loss_cl: -0.2786 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [18:16:40.938419] Epoch: [162] [1240/2904] eta: 0:21:06 lr: 0.002250 loss: 0.1873 (0.1967) loss_rec_all: 0.2136 (0.2225) loss_rec_sfr: 0.2818 (0.2892) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [18:16:55.848774] Epoch: [162] [1260/2904] eta: 0:20:51 lr: 0.002250 loss: 0.1907 (0.1967) loss_rec_all: 0.2169 (0.2226) loss_rec_sfr: 0.2653 (0.2892) loss_cl: -0.2792 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [18:17:10.756247] Epoch: [162] [1280/2904] eta: 0:20:35 lr: 0.002250 loss: 0.1871 (0.1968) loss_rec_all: 0.2131 (0.2226) loss_rec_sfr: 0.2684 (0.2894) loss_cl: -0.2794 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [18:17:25.665555] Epoch: [162] [1300/2904] eta: 0:20:20 lr: 0.002250 loss: 0.1866 (0.1966) loss_rec_all: 0.2128 (0.2225) loss_rec_sfr: 0.2699 (0.2890) loss_cl: -0.2786 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [18:17:40.572758] Epoch: [162] [1320/2904] eta: 0:20:04 lr: 0.002250 loss: 0.1830 (0.1965) loss_rec_all: 0.2094 (0.2224) loss_rec_sfr: 0.2682 (0.2887) loss_cl: -0.2786 (-0.2788) time: 0.7453 data: 0.0004 max mem: 29860 [18:17:55.484950] Epoch: [162] [1340/2904] eta: 0:19:48 lr: 0.002250 loss: 0.1875 (0.1965) loss_rec_all: 0.2133 (0.2223) loss_rec_sfr: 0.2855 (0.2887) loss_cl: -0.2778 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [18:18:10.394502] Epoch: [162] [1360/2904] eta: 0:19:33 lr: 0.002249 loss: 0.1877 (0.1964) loss_rec_all: 0.2134 (0.2223) loss_rec_sfr: 0.2880 (0.2888) loss_cl: -0.2781 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [18:18:25.305670] Epoch: [162] [1380/2904] eta: 0:19:17 lr: 0.002249 loss: 0.1914 (0.1964) loss_rec_all: 0.2174 (0.2223) loss_rec_sfr: 0.2819 (0.2888) loss_cl: -0.2797 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [18:18:40.212417] Epoch: [162] [1400/2904] eta: 0:19:02 lr: 0.002249 loss: 0.1853 (0.1964) loss_rec_all: 0.2116 (0.2223) loss_rec_sfr: 0.2723 (0.2887) loss_cl: -0.2798 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [18:18:55.120149] Epoch: [162] [1420/2904] eta: 0:18:46 lr: 0.002249 loss: 0.1840 (0.1963) loss_rec_all: 0.2102 (0.2222) loss_rec_sfr: 0.2340 (0.2884) loss_cl: -0.2783 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [18:19:10.022644] Epoch: [162] [1440/2904] eta: 0:18:31 lr: 0.002249 loss: 0.1897 (0.1964) loss_rec_all: 0.2160 (0.2222) loss_rec_sfr: 0.2723 (0.2886) loss_cl: -0.2784 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [18:19:24.924555] Epoch: [162] [1460/2904] eta: 0:18:15 lr: 0.002249 loss: 0.1914 (0.1965) loss_rec_all: 0.2173 (0.2224) loss_rec_sfr: 0.2810 (0.2889) loss_cl: -0.2790 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [18:19:39.830122] Epoch: [162] [1480/2904] eta: 0:18:00 lr: 0.002249 loss: 0.1834 (0.1965) loss_rec_all: 0.2094 (0.2224) loss_rec_sfr: 0.2783 (0.2892) loss_cl: -0.2790 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [18:19:54.730890] Epoch: [162] [1500/2904] eta: 0:17:45 lr: 0.002249 loss: 0.1866 (0.1966) loss_rec_all: 0.2129 (0.2224) loss_rec_sfr: 0.2783 (0.2894) loss_cl: -0.2785 (-0.2788) time: 0.7450 data: 0.0003 max mem: 29860 [18:20:09.637542] Epoch: [162] [1520/2904] eta: 0:17:29 lr: 0.002249 loss: 0.1839 (0.1966) loss_rec_all: 0.2096 (0.2224) loss_rec_sfr: 0.2462 (0.2893) loss_cl: -0.2773 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [18:20:24.552116] Epoch: [162] [1540/2904] eta: 0:17:14 lr: 0.002249 loss: 0.1845 (0.1965) loss_rec_all: 0.2106 (0.2223) loss_rec_sfr: 0.2601 (0.2889) loss_cl: -0.2781 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [18:20:39.465597] Epoch: [162] [1560/2904] eta: 0:16:58 lr: 0.002249 loss: 0.1872 (0.1965) loss_rec_all: 0.2131 (0.2224) loss_rec_sfr: 0.2794 (0.2892) loss_cl: -0.2786 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [18:20:54.377412] Epoch: [162] [1580/2904] eta: 0:16:43 lr: 0.002249 loss: 0.1858 (0.1965) loss_rec_all: 0.2116 (0.2223) loss_rec_sfr: 0.2566 (0.2890) loss_cl: -0.2795 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [18:21:09.284933] Epoch: [162] [1600/2904] eta: 0:16:28 lr: 0.002249 loss: 0.1873 (0.1964) loss_rec_all: 0.2134 (0.2223) loss_rec_sfr: 0.2762 (0.2889) loss_cl: -0.2789 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [18:21:24.197036] Epoch: [162] [1620/2904] eta: 0:16:12 lr: 0.002249 loss: 0.1871 (0.1964) loss_rec_all: 0.2131 (0.2223) loss_rec_sfr: 0.2657 (0.2889) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [18:21:39.110827] Epoch: [162] [1640/2904] eta: 0:15:57 lr: 0.002249 loss: 0.1880 (0.1965) loss_rec_all: 0.2139 (0.2223) loss_rec_sfr: 0.2451 (0.2889) loss_cl: -0.2797 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [18:21:54.026663] Epoch: [162] [1660/2904] eta: 0:15:42 lr: 0.002249 loss: 0.1858 (0.1965) loss_rec_all: 0.2120 (0.2224) loss_rec_sfr: 0.2712 (0.2888) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [18:22:08.933231] Epoch: [162] [1680/2904] eta: 0:15:26 lr: 0.002249 loss: 0.1842 (0.1964) loss_rec_all: 0.2103 (0.2223) loss_rec_sfr: 0.2735 (0.2886) loss_cl: -0.2788 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [18:22:23.840528] Epoch: [162] [1700/2904] eta: 0:15:11 lr: 0.002249 loss: 0.1844 (0.1964) loss_rec_all: 0.2107 (0.2222) loss_rec_sfr: 0.2436 (0.2883) loss_cl: -0.2789 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [18:22:38.753320] Epoch: [162] [1720/2904] eta: 0:14:56 lr: 0.002249 loss: 0.1887 (0.1964) loss_rec_all: 0.2146 (0.2223) loss_rec_sfr: 0.2698 (0.2884) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [18:22:53.662626] Epoch: [162] [1740/2904] eta: 0:14:40 lr: 0.002249 loss: 0.1890 (0.1964) loss_rec_all: 0.2153 (0.2222) loss_rec_sfr: 0.2652 (0.2882) loss_cl: -0.2792 (-0.2788) time: 0.7454 data: 0.0004 max mem: 29860 [18:23:08.576025] Epoch: [162] [1760/2904] eta: 0:14:25 lr: 0.002249 loss: 0.1888 (0.1964) loss_rec_all: 0.2147 (0.2223) loss_rec_sfr: 0.2802 (0.2885) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [18:23:23.487316] Epoch: [162] [1780/2904] eta: 0:14:10 lr: 0.002249 loss: 0.1863 (0.1965) loss_rec_all: 0.2122 (0.2223) loss_rec_sfr: 0.2630 (0.2886) loss_cl: -0.2791 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [18:23:38.402118] Epoch: [162] [1800/2904] eta: 0:13:55 lr: 0.002249 loss: 0.1840 (0.1964) loss_rec_all: 0.2097 (0.2223) loss_rec_sfr: 0.2422 (0.2883) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [18:23:53.313949] Epoch: [162] [1820/2904] eta: 0:13:39 lr: 0.002249 loss: 0.1923 (0.1965) loss_rec_all: 0.2184 (0.2223) loss_rec_sfr: 0.2723 (0.2883) loss_cl: -0.2794 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [18:24:08.223882] Epoch: [162] [1840/2904] eta: 0:13:24 lr: 0.002249 loss: 0.1884 (0.1965) loss_rec_all: 0.2148 (0.2224) loss_rec_sfr: 0.2804 (0.2885) loss_cl: -0.2793 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [18:24:23.136269] Epoch: [162] [1860/2904] eta: 0:13:09 lr: 0.002249 loss: 0.1882 (0.1965) loss_rec_all: 0.2140 (0.2224) loss_rec_sfr: 0.2779 (0.2886) loss_cl: -0.2781 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [18:24:38.043408] Epoch: [162] [1880/2904] eta: 0:12:54 lr: 0.002249 loss: 0.1867 (0.1966) loss_rec_all: 0.2130 (0.2225) loss_rec_sfr: 0.2867 (0.2890) loss_cl: -0.2785 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [18:24:52.952634] Epoch: [162] [1900/2904] eta: 0:12:38 lr: 0.002249 loss: 0.1833 (0.1966) loss_rec_all: 0.2091 (0.2225) loss_rec_sfr: 0.2384 (0.2888) loss_cl: -0.2785 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [18:25:07.862867] Epoch: [162] [1920/2904] eta: 0:12:23 lr: 0.002249 loss: 0.1851 (0.1966) loss_rec_all: 0.2112 (0.2224) loss_rec_sfr: 0.2794 (0.2887) loss_cl: -0.2792 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [18:25:22.787224] Epoch: [162] [1940/2904] eta: 0:12:08 lr: 0.002249 loss: 0.1897 (0.1966) loss_rec_all: 0.2155 (0.2224) loss_rec_sfr: 0.2718 (0.2888) loss_cl: -0.2786 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [18:25:37.703823] Epoch: [162] [1960/2904] eta: 0:11:53 lr: 0.002249 loss: 0.1886 (0.1966) loss_rec_all: 0.2143 (0.2225) loss_rec_sfr: 0.2769 (0.2890) loss_cl: -0.2783 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [18:25:52.615781] Epoch: [162] [1980/2904] eta: 0:11:38 lr: 0.002249 loss: 0.1862 (0.1966) loss_rec_all: 0.2121 (0.2225) loss_rec_sfr: 0.2736 (0.2891) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [18:26:07.530464] Epoch: [162] [2000/2904] eta: 0:11:22 lr: 0.002249 loss: 0.1867 (0.1966) loss_rec_all: 0.2128 (0.2224) loss_rec_sfr: 0.2698 (0.2888) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [18:26:22.441855] Epoch: [162] [2020/2904] eta: 0:11:07 lr: 0.002249 loss: 0.1873 (0.1965) loss_rec_all: 0.2130 (0.2224) loss_rec_sfr: 0.2788 (0.2887) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [18:26:37.352455] Epoch: [162] [2040/2904] eta: 0:10:52 lr: 0.002249 loss: 0.1858 (0.1966) loss_rec_all: 0.2120 (0.2224) loss_rec_sfr: 0.2877 (0.2889) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [18:26:52.263630] Epoch: [162] [2060/2904] eta: 0:10:37 lr: 0.002249 loss: 0.1897 (0.1966) loss_rec_all: 0.2157 (0.2224) loss_rec_sfr: 0.2768 (0.2890) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [18:27:07.173137] Epoch: [162] [2080/2904] eta: 0:10:22 lr: 0.002249 loss: 0.1846 (0.1966) loss_rec_all: 0.2107 (0.2224) loss_rec_sfr: 0.2455 (0.2889) loss_cl: -0.2788 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [18:27:22.084815] Epoch: [162] [2100/2904] eta: 0:10:06 lr: 0.002249 loss: 0.1887 (0.1966) loss_rec_all: 0.2145 (0.2224) loss_rec_sfr: 0.2725 (0.2890) loss_cl: -0.2794 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [18:27:36.997380] Epoch: [162] [2120/2904] eta: 0:09:51 lr: 0.002249 loss: 0.1851 (0.1966) loss_rec_all: 0.2115 (0.2224) loss_rec_sfr: 0.2485 (0.2889) loss_cl: -0.2793 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [18:27:51.910005] Epoch: [162] [2140/2904] eta: 0:09:36 lr: 0.002249 loss: 0.1893 (0.1966) loss_rec_all: 0.2155 (0.2224) loss_rec_sfr: 0.2776 (0.2889) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [18:28:06.822446] Epoch: [162] [2160/2904] eta: 0:09:21 lr: 0.002249 loss: 0.1894 (0.1966) loss_rec_all: 0.2153 (0.2225) loss_rec_sfr: 0.2724 (0.2890) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [18:28:21.737526] Epoch: [162] [2180/2904] eta: 0:09:06 lr: 0.002249 loss: 0.1895 (0.1966) loss_rec_all: 0.2152 (0.2225) loss_rec_sfr: 0.2738 (0.2891) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [18:28:36.653125] Epoch: [162] [2200/2904] eta: 0:08:51 lr: 0.002249 loss: 0.1885 (0.1967) loss_rec_all: 0.2146 (0.2225) loss_rec_sfr: 0.2754 (0.2893) loss_cl: -0.2798 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [18:28:51.567363] Epoch: [162] [2220/2904] eta: 0:08:35 lr: 0.002249 loss: 0.1840 (0.1967) loss_rec_all: 0.2102 (0.2225) loss_rec_sfr: 0.2860 (0.2894) loss_cl: -0.2780 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [18:29:06.477233] Epoch: [162] [2240/2904] eta: 0:08:20 lr: 0.002249 loss: 0.1875 (0.1966) loss_rec_all: 0.2133 (0.2224) loss_rec_sfr: 0.2723 (0.2892) loss_cl: -0.2776 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [18:29:21.386154] Epoch: [162] [2260/2904] eta: 0:08:05 lr: 0.002249 loss: 0.1912 (0.1967) loss_rec_all: 0.2167 (0.2225) loss_rec_sfr: 0.2688 (0.2893) loss_cl: -0.2782 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [18:29:36.295732] Epoch: [162] [2280/2904] eta: 0:07:50 lr: 0.002249 loss: 0.1906 (0.1967) loss_rec_all: 0.2166 (0.2226) loss_rec_sfr: 0.2834 (0.2896) loss_cl: -0.2796 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [18:29:51.207446] Epoch: [162] [2300/2904] eta: 0:07:35 lr: 0.002249 loss: 0.1886 (0.1967) loss_rec_all: 0.2146 (0.2226) loss_rec_sfr: 0.2662 (0.2894) loss_cl: -0.2802 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [18:30:06.113215] Epoch: [162] [2320/2904] eta: 0:07:20 lr: 0.002249 loss: 0.1865 (0.1967) loss_rec_all: 0.2127 (0.2225) loss_rec_sfr: 0.2576 (0.2892) loss_cl: -0.2795 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [18:30:21.021685] Epoch: [162] [2340/2904] eta: 0:07:05 lr: 0.002249 loss: 0.1894 (0.1966) loss_rec_all: 0.2152 (0.2225) loss_rec_sfr: 0.2739 (0.2891) loss_cl: -0.2789 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [18:30:35.927996] Epoch: [162] [2360/2904] eta: 0:06:50 lr: 0.002249 loss: 0.1855 (0.1966) loss_rec_all: 0.2116 (0.2224) loss_rec_sfr: 0.2681 (0.2890) loss_cl: -0.2789 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [18:30:50.839968] Epoch: [162] [2380/2904] eta: 0:06:34 lr: 0.002249 loss: 0.1867 (0.1966) loss_rec_all: 0.2133 (0.2225) loss_rec_sfr: 0.2789 (0.2891) loss_cl: -0.2801 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [18:31:05.747481] Epoch: [162] [2400/2904] eta: 0:06:19 lr: 0.002249 loss: 0.1861 (0.1966) loss_rec_all: 0.2119 (0.2224) loss_rec_sfr: 0.2848 (0.2891) loss_cl: -0.2792 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [18:31:20.655196] Epoch: [162] [2420/2904] eta: 0:06:04 lr: 0.002249 loss: 0.1890 (0.1966) loss_rec_all: 0.2152 (0.2225) loss_rec_sfr: 0.2769 (0.2894) loss_cl: -0.2787 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [18:31:35.562411] Epoch: [162] [2440/2904] eta: 0:05:49 lr: 0.002249 loss: 0.1877 (0.1967) loss_rec_all: 0.2135 (0.2225) loss_rec_sfr: 0.2339 (0.2894) loss_cl: -0.2783 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [18:31:50.471756] Epoch: [162] [2460/2904] eta: 0:05:34 lr: 0.002249 loss: 0.1874 (0.1966) loss_rec_all: 0.2135 (0.2225) loss_rec_sfr: 0.2671 (0.2892) loss_cl: -0.2781 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [18:32:05.390920] Epoch: [162] [2480/2904] eta: 0:05:19 lr: 0.002249 loss: 0.1951 (0.1967) loss_rec_all: 0.2210 (0.2225) loss_rec_sfr: 0.2746 (0.2891) loss_cl: -0.2798 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [18:32:20.305214] Epoch: [162] [2500/2904] eta: 0:05:04 lr: 0.002249 loss: 0.1840 (0.1966) loss_rec_all: 0.2096 (0.2225) loss_rec_sfr: 0.2681 (0.2892) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [18:32:35.219166] Epoch: [162] [2520/2904] eta: 0:04:49 lr: 0.002249 loss: 0.1846 (0.1966) loss_rec_all: 0.2108 (0.2225) loss_rec_sfr: 0.2408 (0.2892) loss_cl: -0.2780 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [18:32:50.133655] Epoch: [162] [2540/2904] eta: 0:04:34 lr: 0.002249 loss: 0.1938 (0.1967) loss_rec_all: 0.2199 (0.2225) loss_rec_sfr: 0.2780 (0.2893) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [18:33:05.047384] Epoch: [162] [2560/2904] eta: 0:04:19 lr: 0.002248 loss: 0.1869 (0.1967) loss_rec_all: 0.2133 (0.2225) loss_rec_sfr: 0.2720 (0.2892) loss_cl: -0.2800 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [18:33:19.961837] Epoch: [162] [2580/2904] eta: 0:04:04 lr: 0.002248 loss: 0.1905 (0.1967) loss_rec_all: 0.2167 (0.2225) loss_rec_sfr: 0.2764 (0.2893) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [18:33:34.876272] Epoch: [162] [2600/2904] eta: 0:03:48 lr: 0.002248 loss: 0.1901 (0.1967) loss_rec_all: 0.2158 (0.2226) loss_rec_sfr: 0.2798 (0.2895) loss_cl: -0.2782 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [18:33:49.782772] Epoch: [162] [2620/2904] eta: 0:03:33 lr: 0.002248 loss: 0.1897 (0.1968) loss_rec_all: 0.2154 (0.2227) loss_rec_sfr: 0.2894 (0.2898) loss_cl: -0.2772 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [18:34:04.687108] Epoch: [162] [2640/2904] eta: 0:03:18 lr: 0.002248 loss: 0.1829 (0.1967) loss_rec_all: 0.2094 (0.2226) loss_rec_sfr: 0.2662 (0.2895) loss_cl: -0.2787 (-0.2788) time: 0.7452 data: 0.0003 max mem: 29860 [18:34:19.597226] Epoch: [162] [2660/2904] eta: 0:03:03 lr: 0.002248 loss: 0.1903 (0.1968) loss_rec_all: 0.2161 (0.2226) loss_rec_sfr: 0.2722 (0.2896) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [18:34:34.512735] Epoch: [162] [2680/2904] eta: 0:02:48 lr: 0.002248 loss: 0.1907 (0.1968) loss_rec_all: 0.2166 (0.2227) loss_rec_sfr: 0.2850 (0.2899) loss_cl: -0.2797 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [18:34:49.429271] Epoch: [162] [2700/2904] eta: 0:02:33 lr: 0.002248 loss: 0.1880 (0.1968) loss_rec_all: 0.2142 (0.2227) loss_rec_sfr: 0.2802 (0.2899) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [18:35:04.337074] Epoch: [162] [2720/2904] eta: 0:02:18 lr: 0.002248 loss: 0.1859 (0.1967) loss_rec_all: 0.2117 (0.2226) loss_rec_sfr: 0.2428 (0.2896) loss_cl: -0.2783 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [18:35:19.239655] Epoch: [162] [2740/2904] eta: 0:02:03 lr: 0.002248 loss: 0.1869 (0.1967) loss_rec_all: 0.2131 (0.2226) loss_rec_sfr: 0.2396 (0.2895) loss_cl: -0.2791 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [18:35:34.142001] Epoch: [162] [2760/2904] eta: 0:01:48 lr: 0.002248 loss: 0.1899 (0.1968) loss_rec_all: 0.2161 (0.2226) loss_rec_sfr: 0.2803 (0.2896) loss_cl: -0.2784 (-0.2788) time: 0.7451 data: 0.0003 max mem: 29860 [18:35:49.048289] Epoch: [162] [2780/2904] eta: 0:01:33 lr: 0.002248 loss: 0.1914 (0.1968) loss_rec_all: 0.2173 (0.2227) loss_rec_sfr: 0.2894 (0.2899) loss_cl: -0.2794 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [18:36:03.957788] Epoch: [162] [2800/2904] eta: 0:01:18 lr: 0.002248 loss: 0.1867 (0.1968) loss_rec_all: 0.2125 (0.2226) loss_rec_sfr: 0.2660 (0.2898) loss_cl: -0.2791 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [18:36:18.875122] Epoch: [162] [2820/2904] eta: 0:01:03 lr: 0.002248 loss: 0.1854 (0.1968) loss_rec_all: 0.2115 (0.2226) loss_rec_sfr: 0.2721 (0.2897) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [18:36:33.847098] Epoch: [162] [2840/2904] eta: 0:00:48 lr: 0.002248 loss: 0.1870 (0.1968) loss_rec_all: 0.2129 (0.2226) loss_rec_sfr: 0.2689 (0.2897) loss_cl: -0.2782 (-0.2788) time: 0.7486 data: 0.0041 max mem: 29860 [18:36:48.741471] Epoch: [162] [2860/2904] eta: 0:00:33 lr: 0.002248 loss: 0.1842 (0.1967) loss_rec_all: 0.2102 (0.2226) loss_rec_sfr: 0.2553 (0.2895) loss_cl: -0.2785 (-0.2788) time: 0.7447 data: 0.0001 max mem: 29860 [18:37:03.632235] Epoch: [162] [2880/2904] eta: 0:00:18 lr: 0.002248 loss: 0.1884 (0.1967) loss_rec_all: 0.2144 (0.2226) loss_rec_sfr: 0.2726 (0.2895) loss_cl: -0.2793 (-0.2788) time: 0.7445 data: 0.0001 max mem: 29860 [18:37:18.528869] Epoch: [162] [2900/2904] eta: 0:00:03 lr: 0.002248 loss: 0.1878 (0.1967) loss_rec_all: 0.2136 (0.2225) loss_rec_sfr: 0.2759 (0.2894) loss_cl: -0.2791 (-0.2788) time: 0.7448 data: 0.0001 max mem: 29860 [18:37:20.771827] Epoch: [162] [2903/2904] eta: 0:00:00 lr: 0.002248 loss: 0.1878 (0.1967) loss_rec_all: 0.2136 (0.2225) loss_rec_sfr: 0.2759 (0.2894) loss_cl: -0.2790 (-0.2788) time: 0.7448 data: 0.0001 max mem: 29860 [18:37:22.921562] Epoch: [162] Total time: 0:36:26 (0.7531 s / it) [18:37:22.923625] Averaged stats: lr: 0.002248 loss: 0.1878 (0.1996) loss_rec_all: 0.2136 (0.2231) loss_rec_sfr: 0.2759 (0.2914) loss_cl: -0.2790 (-0.2555) [18:37:22.931474] log_dir: ./checkpoint/VF2_ViT-B [18:37:39.935401] Epoch: [163] [ 0/2904] eta: 13:42:54 lr: 0.002248 loss: 0.2541 (0.2541) loss_rec_all: 0.2785 (0.2785) loss_rec_sfr: 0.4722 (0.4722) loss_cl: -0.2777 (-0.2777) time: 17.0021 data: 11.9458 max mem: 29860 [18:37:56.414265] Epoch: [163] [ 20/2904] eta: 1:16:37 lr: 0.002248 loss: 0.1867 (0.1933) loss_rec_all: 0.2126 (0.2192) loss_rec_sfr: 0.2698 (0.2806) loss_cl: -0.2786 (-0.2784) time: 0.8239 data: 0.0798 max mem: 29860 [18:38:11.276808] Epoch: [163] [ 40/2904] eta: 0:56:16 lr: 0.002248 loss: 0.1838 (0.1887) loss_rec_all: 0.2097 (0.2147) loss_rec_sfr: 0.2343 (0.2618) loss_cl: -0.2788 (-0.2786) time: 0.7431 data: 0.0002 max mem: 29860 [18:38:26.148316] Epoch: [163] [ 60/2904] eta: 0:49:07 lr: 0.002248 loss: 0.1892 (0.1911) loss_rec_all: 0.2150 (0.2171) loss_rec_sfr: 0.2607 (0.2673) loss_cl: -0.2791 (-0.2787) time: 0.7435 data: 0.0002 max mem: 29860 [18:38:41.034173] Epoch: [163] [ 80/2904] eta: 0:45:22 lr: 0.002248 loss: 0.1858 (0.1925) loss_rec_all: 0.2118 (0.2185) loss_rec_sfr: 0.2704 (0.2716) loss_cl: -0.2792 (-0.2788) time: 0.7443 data: 0.0002 max mem: 29860 [18:38:55.945630] Epoch: [163] [ 100/2904] eta: 0:43:02 lr: 0.002248 loss: 0.1867 (0.1931) loss_rec_all: 0.2129 (0.2191) loss_rec_sfr: 0.2794 (0.2766) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0004 max mem: 29860 [18:39:10.876632] Epoch: [163] [ 120/2904] eta: 0:41:23 lr: 0.002248 loss: 0.1885 (0.1933) loss_rec_all: 0.2145 (0.2192) loss_rec_sfr: 0.2424 (0.2747) loss_cl: -0.2782 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [18:39:25.799237] Epoch: [163] [ 140/2904] eta: 0:40:08 lr: 0.002248 loss: 0.1900 (0.1938) loss_rec_all: 0.2161 (0.2197) loss_rec_sfr: 0.2873 (0.2775) loss_cl: -0.2781 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [18:39:40.737306] Epoch: [163] [ 160/2904] eta: 0:39:08 lr: 0.002248 loss: 0.1854 (0.1936) loss_rec_all: 0.2115 (0.2195) loss_rec_sfr: 0.2486 (0.2768) loss_cl: -0.2790 (-0.2787) time: 0.7469 data: 0.0002 max mem: 29860 [18:39:55.658206] Epoch: [163] [ 180/2904] eta: 0:38:18 lr: 0.002248 loss: 0.1902 (0.1945) loss_rec_all: 0.2163 (0.2204) loss_rec_sfr: 0.2618 (0.2789) loss_cl: -0.2789 (-0.2787) time: 0.7460 data: 0.0005 max mem: 29860 [18:40:10.572823] Epoch: [163] [ 200/2904] eta: 0:37:35 lr: 0.002248 loss: 0.1864 (0.1943) loss_rec_all: 0.2124 (0.2203) loss_rec_sfr: 0.2711 (0.2793) loss_cl: -0.2785 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [18:40:25.485955] Epoch: [163] [ 220/2904] eta: 0:36:56 lr: 0.002248 loss: 0.1925 (0.1954) loss_rec_all: 0.2186 (0.2213) loss_rec_sfr: 0.2784 (0.2828) loss_cl: -0.2786 (-0.2786) time: 0.7456 data: 0.0003 max mem: 29860 [18:40:40.400670] Epoch: [163] [ 240/2904] eta: 0:36:22 lr: 0.002248 loss: 0.1879 (0.1958) loss_rec_all: 0.2138 (0.2217) loss_rec_sfr: 0.2848 (0.2846) loss_cl: -0.2798 (-0.2787) time: 0.7457 data: 0.0004 max mem: 29860 [18:40:55.307448] Epoch: [163] [ 260/2904] eta: 0:35:51 lr: 0.002248 loss: 0.1850 (0.1957) loss_rec_all: 0.2110 (0.2216) loss_rec_sfr: 0.2739 (0.2846) loss_cl: -0.2786 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [18:41:10.218466] Epoch: [163] [ 280/2904] eta: 0:35:22 lr: 0.002248 loss: 0.1887 (0.1960) loss_rec_all: 0.2145 (0.2219) loss_rec_sfr: 0.2429 (0.2848) loss_cl: -0.2797 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [18:41:25.136481] Epoch: [163] [ 300/2904] eta: 0:34:55 lr: 0.002248 loss: 0.1869 (0.1960) loss_rec_all: 0.2130 (0.2219) loss_rec_sfr: 0.2681 (0.2851) loss_cl: -0.2794 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [18:41:40.051016] Epoch: [163] [ 320/2904] eta: 0:34:29 lr: 0.002248 loss: 0.1866 (0.1960) loss_rec_all: 0.2125 (0.2218) loss_rec_sfr: 0.2738 (0.2851) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [18:41:54.965797] Epoch: [163] [ 340/2904] eta: 0:34:05 lr: 0.002248 loss: 0.1891 (0.1961) loss_rec_all: 0.2150 (0.2220) loss_rec_sfr: 0.2645 (0.2856) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [18:42:09.873585] Epoch: [163] [ 360/2904] eta: 0:33:41 lr: 0.002248 loss: 0.1887 (0.1957) loss_rec_all: 0.2148 (0.2216) loss_rec_sfr: 0.2612 (0.2836) loss_cl: -0.2790 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [18:42:24.791129] Epoch: [163] [ 380/2904] eta: 0:33:19 lr: 0.002248 loss: 0.1834 (0.1955) loss_rec_all: 0.2090 (0.2214) loss_rec_sfr: 0.2799 (0.2834) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [18:42:39.706321] Epoch: [163] [ 400/2904] eta: 0:32:57 lr: 0.002248 loss: 0.1887 (0.1959) loss_rec_all: 0.2147 (0.2218) loss_rec_sfr: 0.2853 (0.2852) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [18:42:54.623584] Epoch: [163] [ 420/2904] eta: 0:32:36 lr: 0.002248 loss: 0.1887 (0.1963) loss_rec_all: 0.2147 (0.2222) loss_rec_sfr: 0.2777 (0.2865) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [18:43:09.539374] Epoch: [163] [ 440/2904] eta: 0:32:16 lr: 0.002248 loss: 0.1849 (0.1964) loss_rec_all: 0.2111 (0.2223) loss_rec_sfr: 0.2689 (0.2868) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [18:43:24.450042] Epoch: [163] [ 460/2904] eta: 0:31:56 lr: 0.002248 loss: 0.1869 (0.1962) loss_rec_all: 0.2130 (0.2220) loss_rec_sfr: 0.2644 (0.2859) loss_cl: -0.2793 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [18:43:39.360412] Epoch: [163] [ 480/2904] eta: 0:31:36 lr: 0.002248 loss: 0.1870 (0.1963) loss_rec_all: 0.2132 (0.2222) loss_rec_sfr: 0.2808 (0.2865) loss_cl: -0.2785 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [18:43:54.271331] Epoch: [163] [ 500/2904] eta: 0:31:17 lr: 0.002248 loss: 0.1952 (0.1969) loss_rec_all: 0.2213 (0.2227) loss_rec_sfr: 0.2742 (0.2884) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [18:44:09.182946] Epoch: [163] [ 520/2904] eta: 0:30:58 lr: 0.002248 loss: 0.1901 (0.1971) loss_rec_all: 0.2168 (0.2229) loss_rec_sfr: 0.2604 (0.2883) loss_cl: -0.2796 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [18:44:24.093436] Epoch: [163] [ 540/2904] eta: 0:30:40 lr: 0.002248 loss: 0.1874 (0.1972) loss_rec_all: 0.2138 (0.2230) loss_rec_sfr: 0.2748 (0.2888) loss_cl: -0.2795 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [18:44:39.003521] Epoch: [163] [ 560/2904] eta: 0:30:21 lr: 0.002248 loss: 0.1869 (0.1970) loss_rec_all: 0.2131 (0.2229) loss_rec_sfr: 0.2696 (0.2884) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [18:44:53.913956] Epoch: [163] [ 580/2904] eta: 0:30:03 lr: 0.002248 loss: 0.1882 (0.1969) loss_rec_all: 0.2144 (0.2228) loss_rec_sfr: 0.2636 (0.2881) loss_cl: -0.2779 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [18:45:08.831361] Epoch: [163] [ 600/2904] eta: 0:29:45 lr: 0.002248 loss: 0.1868 (0.1969) loss_rec_all: 0.2127 (0.2227) loss_rec_sfr: 0.2684 (0.2879) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [18:45:23.743484] Epoch: [163] [ 620/2904] eta: 0:29:28 lr: 0.002248 loss: 0.1860 (0.1970) loss_rec_all: 0.2118 (0.2228) loss_rec_sfr: 0.2617 (0.2881) loss_cl: -0.2794 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [18:45:38.654233] Epoch: [163] [ 640/2904] eta: 0:29:10 lr: 0.002248 loss: 0.1909 (0.1970) loss_rec_all: 0.2172 (0.2229) loss_rec_sfr: 0.2814 (0.2884) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [18:45:53.565717] Epoch: [163] [ 660/2904] eta: 0:28:53 lr: 0.002248 loss: 0.1907 (0.1971) loss_rec_all: 0.2171 (0.2229) loss_rec_sfr: 0.2784 (0.2888) loss_cl: -0.2785 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [18:46:08.493769] Epoch: [163] [ 680/2904] eta: 0:28:36 lr: 0.002248 loss: 0.1897 (0.1973) loss_rec_all: 0.2156 (0.2231) loss_rec_sfr: 0.2872 (0.2900) loss_cl: -0.2793 (-0.2788) time: 0.7464 data: 0.0003 max mem: 29860 [18:46:23.407301] Epoch: [163] [ 700/2904] eta: 0:28:19 lr: 0.002248 loss: 0.1864 (0.1974) loss_rec_all: 0.2124 (0.2233) loss_rec_sfr: 0.2780 (0.2906) loss_cl: -0.2793 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [18:46:38.324304] Epoch: [163] [ 720/2904] eta: 0:28:02 lr: 0.002248 loss: 0.1887 (0.1977) loss_rec_all: 0.2147 (0.2235) loss_rec_sfr: 0.2785 (0.2915) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [18:46:53.232420] Epoch: [163] [ 740/2904] eta: 0:27:45 lr: 0.002248 loss: 0.1899 (0.1976) loss_rec_all: 0.2164 (0.2234) loss_rec_sfr: 0.2796 (0.2912) loss_cl: -0.2779 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [18:47:08.147960] Epoch: [163] [ 760/2904] eta: 0:27:28 lr: 0.002248 loss: 0.1843 (0.1975) loss_rec_all: 0.2104 (0.2233) loss_rec_sfr: 0.2372 (0.2904) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [18:47:23.079148] Epoch: [163] [ 780/2904] eta: 0:27:12 lr: 0.002248 loss: 0.1879 (0.1974) loss_rec_all: 0.2142 (0.2233) loss_rec_sfr: 0.2823 (0.2908) loss_cl: -0.2792 (-0.2788) time: 0.7465 data: 0.0003 max mem: 29860 [18:47:38.017175] Epoch: [163] [ 800/2904] eta: 0:26:55 lr: 0.002248 loss: 0.1856 (0.1974) loss_rec_all: 0.2116 (0.2232) loss_rec_sfr: 0.2783 (0.2906) loss_cl: -0.2779 (-0.2788) time: 0.7469 data: 0.0003 max mem: 29860 [18:47:52.954743] Epoch: [163] [ 820/2904] eta: 0:26:39 lr: 0.002248 loss: 0.1892 (0.1975) loss_rec_all: 0.2149 (0.2233) loss_rec_sfr: 0.2809 (0.2912) loss_cl: -0.2778 (-0.2788) time: 0.7468 data: 0.0003 max mem: 29860 [18:48:07.885624] Epoch: [163] [ 840/2904] eta: 0:26:22 lr: 0.002248 loss: 0.2000 (0.1980) loss_rec_all: 0.2259 (0.2238) loss_rec_sfr: 0.2884 (0.2927) loss_cl: -0.2783 (-0.2788) time: 0.7465 data: 0.0003 max mem: 29860 [18:48:22.813800] Epoch: [163] [ 860/2904] eta: 0:26:06 lr: 0.002247 loss: 0.1882 (0.1979) loss_rec_all: 0.2142 (0.2237) loss_rec_sfr: 0.2811 (0.2926) loss_cl: -0.2789 (-0.2788) time: 0.7464 data: 0.0003 max mem: 29860 [18:48:37.736583] Epoch: [163] [ 880/2904] eta: 0:25:50 lr: 0.002247 loss: 0.1872 (0.1977) loss_rec_all: 0.2132 (0.2235) loss_rec_sfr: 0.2663 (0.2921) loss_cl: -0.2784 (-0.2787) time: 0.7461 data: 0.0003 max mem: 29860 [18:48:52.658928] Epoch: [163] [ 900/2904] eta: 0:25:33 lr: 0.002247 loss: 0.1889 (0.1978) loss_rec_all: 0.2152 (0.2236) loss_rec_sfr: 0.2801 (0.2922) loss_cl: -0.2801 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [18:49:07.576620] Epoch: [163] [ 920/2904] eta: 0:25:17 lr: 0.002247 loss: 0.1868 (0.1976) loss_rec_all: 0.2127 (0.2234) loss_rec_sfr: 0.2739 (0.2918) loss_cl: -0.2796 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [18:49:22.497075] Epoch: [163] [ 940/2904] eta: 0:25:01 lr: 0.002247 loss: 0.1840 (0.1974) loss_rec_all: 0.2103 (0.2233) loss_rec_sfr: 0.2369 (0.2911) loss_cl: -0.2784 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [18:49:37.421645] Epoch: [163] [ 960/2904] eta: 0:24:45 lr: 0.002247 loss: 0.1905 (0.1975) loss_rec_all: 0.2164 (0.2234) loss_rec_sfr: 0.2640 (0.2913) loss_cl: -0.2779 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [18:49:52.340130] Epoch: [163] [ 980/2904] eta: 0:24:29 lr: 0.002247 loss: 0.1891 (0.1976) loss_rec_all: 0.2153 (0.2234) loss_rec_sfr: 0.2576 (0.2912) loss_cl: -0.2784 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [18:50:07.268427] Epoch: [163] [1000/2904] eta: 0:24:13 lr: 0.002247 loss: 0.1819 (0.1974) loss_rec_all: 0.2084 (0.2232) loss_rec_sfr: 0.2783 (0.2907) loss_cl: -0.2789 (-0.2788) time: 0.7464 data: 0.0003 max mem: 29860 [18:50:22.197695] Epoch: [163] [1020/2904] eta: 0:23:57 lr: 0.002247 loss: 0.1905 (0.1974) loss_rec_all: 0.2169 (0.2233) loss_rec_sfr: 0.2828 (0.2908) loss_cl: -0.2791 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [18:50:37.123556] Epoch: [163] [1040/2904] eta: 0:23:41 lr: 0.002247 loss: 0.1863 (0.1974) loss_rec_all: 0.2120 (0.2232) loss_rec_sfr: 0.2834 (0.2908) loss_cl: -0.2792 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [18:50:52.047043] Epoch: [163] [1060/2904] eta: 0:23:26 lr: 0.002247 loss: 0.1880 (0.1974) loss_rec_all: 0.2145 (0.2232) loss_rec_sfr: 0.2736 (0.2908) loss_cl: -0.2792 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [18:51:06.969079] Epoch: [163] [1080/2904] eta: 0:23:10 lr: 0.002247 loss: 0.1895 (0.1975) loss_rec_all: 0.2154 (0.2234) loss_rec_sfr: 0.2761 (0.2913) loss_cl: -0.2786 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [18:51:21.894813] Epoch: [163] [1100/2904] eta: 0:22:54 lr: 0.002247 loss: 0.1884 (0.1976) loss_rec_all: 0.2141 (0.2234) loss_rec_sfr: 0.2720 (0.2915) loss_cl: -0.2785 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [18:51:36.816308] Epoch: [163] [1120/2904] eta: 0:22:38 lr: 0.002247 loss: 0.1881 (0.1977) loss_rec_all: 0.2143 (0.2235) loss_rec_sfr: 0.2725 (0.2918) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [18:51:51.737833] Epoch: [163] [1140/2904] eta: 0:22:23 lr: 0.002247 loss: 0.1883 (0.1978) loss_rec_all: 0.2142 (0.2236) loss_rec_sfr: 0.2775 (0.2921) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [18:52:06.664792] Epoch: [163] [1160/2904] eta: 0:22:07 lr: 0.002247 loss: 0.1879 (0.1978) loss_rec_all: 0.2142 (0.2236) loss_rec_sfr: 0.2783 (0.2922) loss_cl: -0.2794 (-0.2788) time: 0.7463 data: 0.0003 max mem: 29860 [18:52:21.589015] Epoch: [163] [1180/2904] eta: 0:21:51 lr: 0.002247 loss: 0.1877 (0.1978) loss_rec_all: 0.2134 (0.2236) loss_rec_sfr: 0.2816 (0.2924) loss_cl: -0.2780 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [18:52:36.512112] Epoch: [163] [1200/2904] eta: 0:21:36 lr: 0.002247 loss: 0.1887 (0.1980) loss_rec_all: 0.2146 (0.2238) loss_rec_sfr: 0.2598 (0.2928) loss_cl: -0.2777 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [18:52:51.425073] Epoch: [163] [1220/2904] eta: 0:21:20 lr: 0.002247 loss: 0.1859 (0.1980) loss_rec_all: 0.2118 (0.2238) loss_rec_sfr: 0.2438 (0.2924) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [18:53:06.344782] Epoch: [163] [1240/2904] eta: 0:21:04 lr: 0.002247 loss: 0.1890 (0.1980) loss_rec_all: 0.2155 (0.2238) loss_rec_sfr: 0.2751 (0.2927) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [18:53:21.260934] Epoch: [163] [1260/2904] eta: 0:20:49 lr: 0.002247 loss: 0.1845 (0.1979) loss_rec_all: 0.2105 (0.2237) loss_rec_sfr: 0.2747 (0.2922) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [18:53:36.178798] Epoch: [163] [1280/2904] eta: 0:20:33 lr: 0.002247 loss: 0.1880 (0.1978) loss_rec_all: 0.2139 (0.2236) loss_rec_sfr: 0.2708 (0.2920) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [18:53:51.092369] Epoch: [163] [1300/2904] eta: 0:20:18 lr: 0.002247 loss: 0.1872 (0.1977) loss_rec_all: 0.2132 (0.2235) loss_rec_sfr: 0.2578 (0.2916) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [18:54:06.022831] Epoch: [163] [1320/2904] eta: 0:20:02 lr: 0.002247 loss: 0.1857 (0.1977) loss_rec_all: 0.2115 (0.2236) loss_rec_sfr: 0.2894 (0.2918) loss_cl: -0.2783 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [18:54:21.026291] Epoch: [163] [1340/2904] eta: 0:19:47 lr: 0.002247 loss: 0.1867 (0.1977) loss_rec_all: 0.2127 (0.2235) loss_rec_sfr: 0.2741 (0.2917) loss_cl: -0.2789 (-0.2788) time: 0.7501 data: 0.0004 max mem: 29860 [18:54:35.995346] Epoch: [163] [1360/2904] eta: 0:19:31 lr: 0.002247 loss: 0.1873 (0.1976) loss_rec_all: 0.2133 (0.2234) loss_rec_sfr: 0.2435 (0.2912) loss_cl: -0.2793 (-0.2788) time: 0.7484 data: 0.0003 max mem: 29860 [18:54:50.961758] Epoch: [163] [1380/2904] eta: 0:19:16 lr: 0.002247 loss: 0.1810 (0.1974) loss_rec_all: 0.2075 (0.2232) loss_rec_sfr: 0.2480 (0.2905) loss_cl: -0.2787 (-0.2788) time: 0.7483 data: 0.0002 max mem: 29860 [18:55:05.948375] Epoch: [163] [1400/2904] eta: 0:19:01 lr: 0.002247 loss: 0.1856 (0.1973) loss_rec_all: 0.2119 (0.2231) loss_rec_sfr: 0.2661 (0.2904) loss_cl: -0.2780 (-0.2787) time: 0.7493 data: 0.0002 max mem: 29860 [18:55:20.922505] Epoch: [163] [1420/2904] eta: 0:18:45 lr: 0.002247 loss: 0.1861 (0.1972) loss_rec_all: 0.2123 (0.2230) loss_rec_sfr: 0.2339 (0.2899) loss_cl: -0.2796 (-0.2788) time: 0.7487 data: 0.0002 max mem: 29860 [18:55:35.895714] Epoch: [163] [1440/2904] eta: 0:18:30 lr: 0.002247 loss: 0.1898 (0.1973) loss_rec_all: 0.2159 (0.2231) loss_rec_sfr: 0.2885 (0.2904) loss_cl: -0.2789 (-0.2788) time: 0.7486 data: 0.0002 max mem: 29860 [18:55:50.859535] Epoch: [163] [1460/2904] eta: 0:18:14 lr: 0.002247 loss: 0.1845 (0.1972) loss_rec_all: 0.2106 (0.2231) loss_rec_sfr: 0.2426 (0.2901) loss_cl: -0.2793 (-0.2788) time: 0.7481 data: 0.0002 max mem: 29860 [18:56:05.827682] Epoch: [163] [1480/2904] eta: 0:17:59 lr: 0.002247 loss: 0.1898 (0.1973) loss_rec_all: 0.2157 (0.2231) loss_rec_sfr: 0.2860 (0.2904) loss_cl: -0.2796 (-0.2788) time: 0.7484 data: 0.0002 max mem: 29860 [18:56:20.819677] Epoch: [163] [1500/2904] eta: 0:17:44 lr: 0.002247 loss: 0.1848 (0.1972) loss_rec_all: 0.2113 (0.2230) loss_rec_sfr: 0.2440 (0.2901) loss_cl: -0.2798 (-0.2788) time: 0.7496 data: 0.0002 max mem: 29860 [18:56:35.798731] Epoch: [163] [1520/2904] eta: 0:17:28 lr: 0.002247 loss: 0.1858 (0.1972) loss_rec_all: 0.2116 (0.2231) loss_rec_sfr: 0.2932 (0.2904) loss_cl: -0.2793 (-0.2788) time: 0.7489 data: 0.0002 max mem: 29860 [18:56:50.797622] Epoch: [163] [1540/2904] eta: 0:17:13 lr: 0.002247 loss: 0.1915 (0.1972) loss_rec_all: 0.2172 (0.2231) loss_rec_sfr: 0.2663 (0.2904) loss_cl: -0.2785 (-0.2788) time: 0.7499 data: 0.0002 max mem: 29860 [18:57:05.779905] Epoch: [163] [1560/2904] eta: 0:16:58 lr: 0.002247 loss: 0.1863 (0.1972) loss_rec_all: 0.2128 (0.2230) loss_rec_sfr: 0.2667 (0.2902) loss_cl: -0.2788 (-0.2788) time: 0.7491 data: 0.0002 max mem: 29860 [18:57:20.756240] Epoch: [163] [1580/2904] eta: 0:16:43 lr: 0.002247 loss: 0.1893 (0.1973) loss_rec_all: 0.2155 (0.2231) loss_rec_sfr: 0.2798 (0.2906) loss_cl: -0.2792 (-0.2788) time: 0.7488 data: 0.0002 max mem: 29860 [18:57:35.721693] Epoch: [163] [1600/2904] eta: 0:16:27 lr: 0.002247 loss: 0.1857 (0.1973) loss_rec_all: 0.2116 (0.2232) loss_rec_sfr: 0.2670 (0.2905) loss_cl: -0.2788 (-0.2788) time: 0.7482 data: 0.0002 max mem: 29860 [18:57:50.684697] Epoch: [163] [1620/2904] eta: 0:16:12 lr: 0.002247 loss: 0.1942 (0.1974) loss_rec_all: 0.2204 (0.2233) loss_rec_sfr: 0.2770 (0.2909) loss_cl: -0.2791 (-0.2788) time: 0.7481 data: 0.0002 max mem: 29860 [18:58:05.631401] Epoch: [163] [1640/2904] eta: 0:15:57 lr: 0.002247 loss: 0.1851 (0.1974) loss_rec_all: 0.2111 (0.2232) loss_rec_sfr: 0.2709 (0.2907) loss_cl: -0.2785 (-0.2788) time: 0.7473 data: 0.0002 max mem: 29860 [18:58:20.547226] Epoch: [163] [1660/2904] eta: 0:15:41 lr: 0.002247 loss: 0.1823 (0.1973) loss_rec_all: 0.2085 (0.2232) loss_rec_sfr: 0.2696 (0.2906) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [18:58:35.458261] Epoch: [163] [1680/2904] eta: 0:15:26 lr: 0.002247 loss: 0.1892 (0.1974) loss_rec_all: 0.2152 (0.2233) loss_rec_sfr: 0.2853 (0.2910) loss_cl: -0.2791 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [18:58:50.367470] Epoch: [163] [1700/2904] eta: 0:15:11 lr: 0.002247 loss: 0.1841 (0.1974) loss_rec_all: 0.2101 (0.2233) loss_rec_sfr: 0.2727 (0.2911) loss_cl: -0.2795 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [18:59:05.285190] Epoch: [163] [1720/2904] eta: 0:14:55 lr: 0.002247 loss: 0.1868 (0.1974) loss_rec_all: 0.2126 (0.2232) loss_rec_sfr: 0.2769 (0.2911) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [18:59:20.207259] Epoch: [163] [1740/2904] eta: 0:14:40 lr: 0.002247 loss: 0.1882 (0.1974) loss_rec_all: 0.2143 (0.2232) loss_rec_sfr: 0.2737 (0.2910) loss_cl: -0.2788 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [18:59:35.120805] Epoch: [163] [1760/2904] eta: 0:14:25 lr: 0.002247 loss: 0.1921 (0.1973) loss_rec_all: 0.2179 (0.2232) loss_rec_sfr: 0.2682 (0.2909) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [18:59:50.028007] Epoch: [163] [1780/2904] eta: 0:14:10 lr: 0.002247 loss: 0.1867 (0.1974) loss_rec_all: 0.2125 (0.2232) loss_rec_sfr: 0.2850 (0.2911) loss_cl: -0.2783 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [19:00:04.937907] Epoch: [163] [1800/2904] eta: 0:13:54 lr: 0.002247 loss: 0.1906 (0.1974) loss_rec_all: 0.2164 (0.2233) loss_rec_sfr: 0.2656 (0.2911) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [19:00:19.845785] Epoch: [163] [1820/2904] eta: 0:13:39 lr: 0.002247 loss: 0.1894 (0.1975) loss_rec_all: 0.2154 (0.2233) loss_rec_sfr: 0.2798 (0.2912) loss_cl: -0.2790 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [19:00:34.755048] Epoch: [163] [1840/2904] eta: 0:13:24 lr: 0.002247 loss: 0.1929 (0.1976) loss_rec_all: 0.2191 (0.2234) loss_rec_sfr: 0.2873 (0.2917) loss_cl: -0.2794 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [19:00:49.682736] Epoch: [163] [1860/2904] eta: 0:13:09 lr: 0.002247 loss: 0.1884 (0.1976) loss_rec_all: 0.2142 (0.2234) loss_rec_sfr: 0.2741 (0.2916) loss_cl: -0.2788 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [19:01:04.594629] Epoch: [163] [1880/2904] eta: 0:12:53 lr: 0.002247 loss: 0.1905 (0.1975) loss_rec_all: 0.2169 (0.2234) loss_rec_sfr: 0.2719 (0.2915) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [19:01:19.506529] Epoch: [163] [1900/2904] eta: 0:12:38 lr: 0.002247 loss: 0.1867 (0.1975) loss_rec_all: 0.2130 (0.2234) loss_rec_sfr: 0.2641 (0.2915) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [19:01:34.414759] Epoch: [163] [1920/2904] eta: 0:12:23 lr: 0.002247 loss: 0.1888 (0.1977) loss_rec_all: 0.2149 (0.2235) loss_rec_sfr: 0.2873 (0.2919) loss_cl: -0.2790 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [19:01:49.322673] Epoch: [163] [1940/2904] eta: 0:12:08 lr: 0.002247 loss: 0.1880 (0.1977) loss_rec_all: 0.2137 (0.2236) loss_rec_sfr: 0.2918 (0.2923) loss_cl: -0.2787 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [19:02:04.231860] Epoch: [163] [1960/2904] eta: 0:11:53 lr: 0.002247 loss: 0.1860 (0.1977) loss_rec_all: 0.2120 (0.2235) loss_rec_sfr: 0.2701 (0.2922) loss_cl: -0.2796 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [19:02:19.136016] Epoch: [163] [1980/2904] eta: 0:11:37 lr: 0.002247 loss: 0.1873 (0.1976) loss_rec_all: 0.2131 (0.2235) loss_rec_sfr: 0.2669 (0.2919) loss_cl: -0.2793 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [19:02:34.044502] Epoch: [163] [2000/2904] eta: 0:11:22 lr: 0.002247 loss: 0.1847 (0.1977) loss_rec_all: 0.2107 (0.2235) loss_rec_sfr: 0.2824 (0.2920) loss_cl: -0.2785 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [19:02:48.956680] Epoch: [163] [2020/2904] eta: 0:11:07 lr: 0.002247 loss: 0.1877 (0.1976) loss_rec_all: 0.2141 (0.2235) loss_rec_sfr: 0.2806 (0.2920) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [19:03:03.867176] Epoch: [163] [2040/2904] eta: 0:10:52 lr: 0.002247 loss: 0.1880 (0.1977) loss_rec_all: 0.2142 (0.2236) loss_rec_sfr: 0.2802 (0.2922) loss_cl: -0.2783 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [19:03:18.779062] Epoch: [163] [2060/2904] eta: 0:10:37 lr: 0.002246 loss: 0.1873 (0.1977) loss_rec_all: 0.2131 (0.2236) loss_rec_sfr: 0.2851 (0.2923) loss_cl: -0.2794 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [19:03:33.688724] Epoch: [163] [2080/2904] eta: 0:10:21 lr: 0.002246 loss: 0.1903 (0.1977) loss_rec_all: 0.2161 (0.2236) loss_rec_sfr: 0.2741 (0.2923) loss_cl: -0.2783 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [19:03:48.599093] Epoch: [163] [2100/2904] eta: 0:10:06 lr: 0.002246 loss: 0.1862 (0.1977) loss_rec_all: 0.2121 (0.2236) loss_rec_sfr: 0.2331 (0.2921) loss_cl: -0.2783 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [19:04:03.514169] Epoch: [163] [2120/2904] eta: 0:09:51 lr: 0.002246 loss: 0.1853 (0.1978) loss_rec_all: 0.2116 (0.2236) loss_rec_sfr: 0.2708 (0.2922) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [19:04:18.419578] Epoch: [163] [2140/2904] eta: 0:09:36 lr: 0.002246 loss: 0.1846 (0.1977) loss_rec_all: 0.2105 (0.2236) loss_rec_sfr: 0.2703 (0.2923) loss_cl: -0.2794 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [19:04:33.328386] Epoch: [163] [2160/2904] eta: 0:09:21 lr: 0.002246 loss: 0.1899 (0.1978) loss_rec_all: 0.2161 (0.2236) loss_rec_sfr: 0.2889 (0.2925) loss_cl: -0.2792 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [19:04:48.235391] Epoch: [163] [2180/2904] eta: 0:09:06 lr: 0.002246 loss: 0.1842 (0.1978) loss_rec_all: 0.2099 (0.2236) loss_rec_sfr: 0.2805 (0.2925) loss_cl: -0.2791 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [19:05:03.146462] Epoch: [163] [2200/2904] eta: 0:08:50 lr: 0.002246 loss: 0.1907 (0.1978) loss_rec_all: 0.2167 (0.2236) loss_rec_sfr: 0.2697 (0.2926) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [19:05:18.055612] Epoch: [163] [2220/2904] eta: 0:08:35 lr: 0.002246 loss: 0.1855 (0.1977) loss_rec_all: 0.2114 (0.2235) loss_rec_sfr: 0.2792 (0.2924) loss_cl: -0.2787 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [19:05:32.959886] Epoch: [163] [2240/2904] eta: 0:08:20 lr: 0.002246 loss: 0.1892 (0.1977) loss_rec_all: 0.2151 (0.2235) loss_rec_sfr: 0.2643 (0.2924) loss_cl: -0.2790 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [19:05:47.865559] Epoch: [163] [2260/2904] eta: 0:08:05 lr: 0.002246 loss: 0.1874 (0.1977) loss_rec_all: 0.2131 (0.2235) loss_rec_sfr: 0.2611 (0.2922) loss_cl: -0.2785 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [19:06:02.776893] Epoch: [163] [2280/2904] eta: 0:07:50 lr: 0.002246 loss: 0.1871 (0.1977) loss_rec_all: 0.2129 (0.2235) loss_rec_sfr: 0.2717 (0.2922) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [19:06:17.686643] Epoch: [163] [2300/2904] eta: 0:07:35 lr: 0.002246 loss: 0.1829 (0.1977) loss_rec_all: 0.2092 (0.2235) loss_rec_sfr: 0.2760 (0.2923) loss_cl: -0.2791 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [19:06:32.593486] Epoch: [163] [2320/2904] eta: 0:07:20 lr: 0.002246 loss: 0.1904 (0.1977) loss_rec_all: 0.2167 (0.2235) loss_rec_sfr: 0.2657 (0.2922) loss_cl: -0.2800 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [19:06:47.503282] Epoch: [163] [2340/2904] eta: 0:07:05 lr: 0.002246 loss: 0.1868 (0.1977) loss_rec_all: 0.2132 (0.2235) loss_rec_sfr: 0.2668 (0.2922) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [19:07:02.412744] Epoch: [163] [2360/2904] eta: 0:06:49 lr: 0.002246 loss: 0.1915 (0.1977) loss_rec_all: 0.2172 (0.2235) loss_rec_sfr: 0.2769 (0.2922) loss_cl: -0.2776 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [19:07:17.323749] Epoch: [163] [2380/2904] eta: 0:06:34 lr: 0.002246 loss: 0.1873 (0.1977) loss_rec_all: 0.2133 (0.2235) loss_rec_sfr: 0.2763 (0.2922) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [19:07:32.233967] Epoch: [163] [2400/2904] eta: 0:06:19 lr: 0.002246 loss: 0.1892 (0.1977) loss_rec_all: 0.2152 (0.2235) loss_rec_sfr: 0.2804 (0.2922) loss_cl: -0.2799 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [19:07:47.148358] Epoch: [163] [2420/2904] eta: 0:06:04 lr: 0.002246 loss: 0.1851 (0.1977) loss_rec_all: 0.2115 (0.2235) loss_rec_sfr: 0.2393 (0.2920) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [19:08:02.055318] Epoch: [163] [2440/2904] eta: 0:05:49 lr: 0.002246 loss: 0.1900 (0.1976) loss_rec_all: 0.2158 (0.2234) loss_rec_sfr: 0.2713 (0.2919) loss_cl: -0.2787 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [19:08:16.964594] Epoch: [163] [2460/2904] eta: 0:05:34 lr: 0.002246 loss: 0.1848 (0.1976) loss_rec_all: 0.2110 (0.2234) loss_rec_sfr: 0.2759 (0.2920) loss_cl: -0.2780 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [19:08:31.879420] Epoch: [163] [2480/2904] eta: 0:05:19 lr: 0.002246 loss: 0.1881 (0.1976) loss_rec_all: 0.2140 (0.2235) loss_rec_sfr: 0.2726 (0.2921) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [19:08:46.785113] Epoch: [163] [2500/2904] eta: 0:05:04 lr: 0.002246 loss: 0.1869 (0.1976) loss_rec_all: 0.2133 (0.2235) loss_rec_sfr: 0.2710 (0.2921) loss_cl: -0.2794 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [19:09:01.690059] Epoch: [163] [2520/2904] eta: 0:04:49 lr: 0.002246 loss: 0.1892 (0.1977) loss_rec_all: 0.2152 (0.2235) loss_rec_sfr: 0.2658 (0.2923) loss_cl: -0.2783 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [19:09:16.593736] Epoch: [163] [2540/2904] eta: 0:04:34 lr: 0.002246 loss: 0.1888 (0.1977) loss_rec_all: 0.2149 (0.2236) loss_rec_sfr: 0.2809 (0.2925) loss_cl: -0.2784 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [19:09:31.501114] Epoch: [163] [2560/2904] eta: 0:04:19 lr: 0.002246 loss: 0.1874 (0.1978) loss_rec_all: 0.2132 (0.2236) loss_rec_sfr: 0.2894 (0.2927) loss_cl: -0.2788 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [19:09:46.417626] Epoch: [163] [2580/2904] eta: 0:04:03 lr: 0.002246 loss: 0.1910 (0.1978) loss_rec_all: 0.2170 (0.2236) loss_rec_sfr: 0.2687 (0.2926) loss_cl: -0.2781 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [19:10:01.329211] Epoch: [163] [2600/2904] eta: 0:03:48 lr: 0.002246 loss: 0.1913 (0.1978) loss_rec_all: 0.2175 (0.2236) loss_rec_sfr: 0.2703 (0.2926) loss_cl: -0.2792 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [19:10:16.233317] Epoch: [163] [2620/2904] eta: 0:03:33 lr: 0.002246 loss: 0.1883 (0.1978) loss_rec_all: 0.2142 (0.2236) loss_rec_sfr: 0.2783 (0.2926) loss_cl: -0.2787 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [19:10:31.137132] Epoch: [163] [2640/2904] eta: 0:03:18 lr: 0.002246 loss: 0.1851 (0.1978) loss_rec_all: 0.2110 (0.2236) loss_rec_sfr: 0.2796 (0.2927) loss_cl: -0.2782 (-0.2787) time: 0.7452 data: 0.0002 max mem: 29860 [19:10:46.041054] Epoch: [163] [2660/2904] eta: 0:03:03 lr: 0.002246 loss: 0.1871 (0.1978) loss_rec_all: 0.2128 (0.2237) loss_rec_sfr: 0.2851 (0.2929) loss_cl: -0.2767 (-0.2787) time: 0.7452 data: 0.0002 max mem: 29860 [19:11:00.948459] Epoch: [163] [2680/2904] eta: 0:02:48 lr: 0.002246 loss: 0.1883 (0.1978) loss_rec_all: 0.2148 (0.2237) loss_rec_sfr: 0.2752 (0.2929) loss_cl: -0.2791 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [19:11:15.862874] Epoch: [163] [2700/2904] eta: 0:02:33 lr: 0.002246 loss: 0.1904 (0.1978) loss_rec_all: 0.2168 (0.2236) loss_rec_sfr: 0.2750 (0.2928) loss_cl: -0.2785 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [19:11:30.777131] Epoch: [163] [2720/2904] eta: 0:02:18 lr: 0.002246 loss: 0.1843 (0.1978) loss_rec_all: 0.2106 (0.2236) loss_rec_sfr: 0.2687 (0.2927) loss_cl: -0.2795 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [19:11:45.684630] Epoch: [163] [2740/2904] eta: 0:02:03 lr: 0.002246 loss: 0.1853 (0.1978) loss_rec_all: 0.2115 (0.2236) loss_rec_sfr: 0.2664 (0.2927) loss_cl: -0.2783 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [19:12:00.594420] Epoch: [163] [2760/2904] eta: 0:01:48 lr: 0.002246 loss: 0.1866 (0.1977) loss_rec_all: 0.2124 (0.2235) loss_rec_sfr: 0.2725 (0.2925) loss_cl: -0.2777 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [19:12:15.505505] Epoch: [163] [2780/2904] eta: 0:01:33 lr: 0.002246 loss: 0.1875 (0.1977) loss_rec_all: 0.2133 (0.2235) loss_rec_sfr: 0.2718 (0.2925) loss_cl: -0.2785 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [19:12:30.418422] Epoch: [163] [2800/2904] eta: 0:01:18 lr: 0.002246 loss: 0.1860 (0.1977) loss_rec_all: 0.2126 (0.2235) loss_rec_sfr: 0.2559 (0.2925) loss_cl: -0.2796 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [19:12:45.329787] Epoch: [163] [2820/2904] eta: 0:01:03 lr: 0.002246 loss: 0.1881 (0.1977) loss_rec_all: 0.2140 (0.2235) loss_rec_sfr: 0.2815 (0.2925) loss_cl: -0.2789 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [19:13:00.277476] Epoch: [163] [2840/2904] eta: 0:00:48 lr: 0.002246 loss: 0.1883 (0.1978) loss_rec_all: 0.2142 (0.2236) loss_rec_sfr: 0.2744 (0.2927) loss_cl: -0.2792 (-0.2787) time: 0.7473 data: 0.0026 max mem: 29860 [19:13:15.177192] Epoch: [163] [2860/2904] eta: 0:00:33 lr: 0.002246 loss: 0.1867 (0.1977) loss_rec_all: 0.2127 (0.2236) loss_rec_sfr: 0.2715 (0.2926) loss_cl: -0.2784 (-0.2787) time: 0.7449 data: 0.0001 max mem: 29860 [19:13:30.076710] Epoch: [163] [2880/2904] eta: 0:00:18 lr: 0.002246 loss: 0.1891 (0.1977) loss_rec_all: 0.2149 (0.2235) loss_rec_sfr: 0.2725 (0.2925) loss_cl: -0.2791 (-0.2787) time: 0.7449 data: 0.0001 max mem: 29860 [19:13:44.970479] Epoch: [163] [2900/2904] eta: 0:00:03 lr: 0.002246 loss: 0.1843 (0.1977) loss_rec_all: 0.2104 (0.2235) loss_rec_sfr: 0.2732 (0.2925) loss_cl: -0.2785 (-0.2787) time: 0.7447 data: 0.0001 max mem: 29860 [19:13:47.210835] Epoch: [163] [2903/2904] eta: 0:00:00 lr: 0.002246 loss: 0.1843 (0.1977) loss_rec_all: 0.2104 (0.2235) loss_rec_sfr: 0.2732 (0.2926) loss_cl: -0.2788 (-0.2787) time: 0.7447 data: 0.0001 max mem: 29860 [19:13:49.388723] Epoch: [163] Total time: 0:36:26 (0.7529 s / it) [19:13:49.390442] Averaged stats: lr: 0.002246 loss: 0.1843 (0.2002) loss_rec_all: 0.2104 (0.2237) loss_rec_sfr: 0.2732 (0.2932) loss_cl: -0.2788 (-0.2555) [19:13:49.396767] log_dir: ./checkpoint/VF2_ViT-B [19:14:07.509712] Epoch: [164] [ 0/2904] eta: 14:36:35 lr: 0.002246 loss: 0.1926 (0.1926) loss_rec_all: 0.2185 (0.2185) loss_rec_sfr: 0.2738 (0.2738) loss_cl: -0.2789 (-0.2789) time: 18.1115 data: 16.2706 max mem: 29860 [19:14:22.497086] Epoch: [164] [ 20/2904] eta: 1:15:45 lr: 0.002246 loss: 0.1896 (0.1967) loss_rec_all: 0.2156 (0.2226) loss_rec_sfr: 0.2596 (0.2802) loss_cl: -0.2790 (-0.2789) time: 0.7493 data: 0.0002 max mem: 29860 [19:14:37.423687] Epoch: [164] [ 40/2904] eta: 0:55:54 lr: 0.002246 loss: 0.1847 (0.1963) loss_rec_all: 0.2107 (0.2222) loss_rec_sfr: 0.2588 (0.2792) loss_cl: -0.2784 (-0.2786) time: 0.7463 data: 0.0003 max mem: 29860 [19:14:52.369334] Epoch: [164] [ 60/2904] eta: 0:48:55 lr: 0.002246 loss: 0.1833 (0.1937) loss_rec_all: 0.2091 (0.2196) loss_rec_sfr: 0.2725 (0.2760) loss_cl: -0.2785 (-0.2786) time: 0.7472 data: 0.0002 max mem: 29860 [19:15:07.320293] Epoch: [164] [ 80/2904] eta: 0:45:16 lr: 0.002246 loss: 0.1849 (0.1941) loss_rec_all: 0.2107 (0.2200) loss_rec_sfr: 0.2793 (0.2789) loss_cl: -0.2790 (-0.2787) time: 0.7475 data: 0.0002 max mem: 29860 [19:15:22.269135] Epoch: [164] [ 100/2904] eta: 0:42:58 lr: 0.002246 loss: 0.1848 (0.1943) loss_rec_all: 0.2111 (0.2202) loss_rec_sfr: 0.2552 (0.2784) loss_cl: -0.2792 (-0.2788) time: 0.7474 data: 0.0002 max mem: 29860 [19:15:37.244754] Epoch: [164] [ 120/2904] eta: 0:41:21 lr: 0.002246 loss: 0.1871 (0.1949) loss_rec_all: 0.2135 (0.2208) loss_rec_sfr: 0.2603 (0.2800) loss_cl: -0.2792 (-0.2789) time: 0.7487 data: 0.0002 max mem: 29860 [19:15:52.215593] Epoch: [164] [ 140/2904] eta: 0:40:07 lr: 0.002246 loss: 0.1870 (0.1952) loss_rec_all: 0.2135 (0.2211) loss_rec_sfr: 0.2585 (0.2803) loss_cl: -0.2790 (-0.2789) time: 0.7485 data: 0.0002 max mem: 29860 [19:16:07.210769] Epoch: [164] [ 160/2904] eta: 0:39:08 lr: 0.002246 loss: 0.1874 (0.1956) loss_rec_all: 0.2137 (0.2215) loss_rec_sfr: 0.2725 (0.2822) loss_cl: -0.2782 (-0.2788) time: 0.7497 data: 0.0002 max mem: 29860 [19:16:22.192577] Epoch: [164] [ 180/2904] eta: 0:38:19 lr: 0.002246 loss: 0.1851 (0.1952) loss_rec_all: 0.2112 (0.2211) loss_rec_sfr: 0.2732 (0.2815) loss_cl: -0.2795 (-0.2789) time: 0.7490 data: 0.0002 max mem: 29860 [19:16:37.193547] Epoch: [164] [ 200/2904] eta: 0:37:37 lr: 0.002246 loss: 0.1881 (0.1956) loss_rec_all: 0.2141 (0.2215) loss_rec_sfr: 0.2707 (0.2827) loss_cl: -0.2793 (-0.2789) time: 0.7500 data: 0.0002 max mem: 29860 [19:16:52.193465] Epoch: [164] [ 220/2904] eta: 0:36:59 lr: 0.002246 loss: 0.1846 (0.1954) loss_rec_all: 0.2109 (0.2214) loss_rec_sfr: 0.2722 (0.2824) loss_cl: -0.2795 (-0.2790) time: 0.7500 data: 0.0002 max mem: 29860 [19:17:07.162113] Epoch: [164] [ 240/2904] eta: 0:36:25 lr: 0.002246 loss: 0.1848 (0.1958) loss_rec_all: 0.2108 (0.2217) loss_rec_sfr: 0.2623 (0.2830) loss_cl: -0.2781 (-0.2789) time: 0.7484 data: 0.0002 max mem: 29860 [19:17:22.144803] Epoch: [164] [ 260/2904] eta: 0:35:55 lr: 0.002246 loss: 0.1962 (0.1964) loss_rec_all: 0.2223 (0.2222) loss_rec_sfr: 0.2725 (0.2841) loss_cl: -0.2781 (-0.2788) time: 0.7491 data: 0.0002 max mem: 29860 [19:17:37.091311] Epoch: [164] [ 280/2904] eta: 0:35:26 lr: 0.002246 loss: 0.1849 (0.1963) loss_rec_all: 0.2115 (0.2221) loss_rec_sfr: 0.2722 (0.2843) loss_cl: -0.2788 (-0.2788) time: 0.7473 data: 0.0002 max mem: 29860 [19:17:52.057634] Epoch: [164] [ 300/2904] eta: 0:34:59 lr: 0.002246 loss: 0.1875 (0.1961) loss_rec_all: 0.2136 (0.2220) loss_rec_sfr: 0.2685 (0.2839) loss_cl: -0.2797 (-0.2789) time: 0.7483 data: 0.0003 max mem: 29860 [19:18:06.987753] Epoch: [164] [ 320/2904] eta: 0:34:33 lr: 0.002246 loss: 0.1839 (0.1954) loss_rec_all: 0.2102 (0.2213) loss_rec_sfr: 0.2384 (0.2817) loss_cl: -0.2792 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [19:18:21.903255] Epoch: [164] [ 340/2904] eta: 0:34:08 lr: 0.002245 loss: 0.1932 (0.1961) loss_rec_all: 0.2194 (0.2220) loss_rec_sfr: 0.2956 (0.2846) loss_cl: -0.2785 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [19:18:36.795297] Epoch: [164] [ 360/2904] eta: 0:33:45 lr: 0.002245 loss: 0.1865 (0.1958) loss_rec_all: 0.2122 (0.2217) loss_rec_sfr: 0.2701 (0.2840) loss_cl: -0.2785 (-0.2788) time: 0.7446 data: 0.0002 max mem: 29860 [19:18:51.684690] Epoch: [164] [ 380/2904] eta: 0:33:22 lr: 0.002245 loss: 0.1936 (0.1963) loss_rec_all: 0.2193 (0.2221) loss_rec_sfr: 0.2719 (0.2854) loss_cl: -0.2792 (-0.2788) time: 0.7444 data: 0.0002 max mem: 29860 [19:19:06.580188] Epoch: [164] [ 400/2904] eta: 0:33:00 lr: 0.002245 loss: 0.1871 (0.1962) loss_rec_all: 0.2130 (0.2221) loss_rec_sfr: 0.2481 (0.2847) loss_cl: -0.2791 (-0.2789) time: 0.7447 data: 0.0002 max mem: 29860 [19:19:21.492561] Epoch: [164] [ 420/2904] eta: 0:32:39 lr: 0.002245 loss: 0.1885 (0.1963) loss_rec_all: 0.2144 (0.2222) loss_rec_sfr: 0.2696 (0.2853) loss_cl: -0.2783 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [19:19:36.463961] Epoch: [164] [ 440/2904] eta: 0:32:19 lr: 0.002245 loss: 0.1919 (0.1964) loss_rec_all: 0.2178 (0.2223) loss_rec_sfr: 0.2684 (0.2852) loss_cl: -0.2788 (-0.2788) time: 0.7485 data: 0.0002 max mem: 29860 [19:19:51.434113] Epoch: [164] [ 460/2904] eta: 0:31:59 lr: 0.002245 loss: 0.1879 (0.1964) loss_rec_all: 0.2138 (0.2223) loss_rec_sfr: 0.2768 (0.2852) loss_cl: -0.2793 (-0.2788) time: 0.7485 data: 0.0002 max mem: 29860 [19:20:06.417769] Epoch: [164] [ 480/2904] eta: 0:31:39 lr: 0.002245 loss: 0.1891 (0.1963) loss_rec_all: 0.2150 (0.2222) loss_rec_sfr: 0.2585 (0.2847) loss_cl: -0.2787 (-0.2788) time: 0.7491 data: 0.0003 max mem: 29860 [19:20:21.384663] Epoch: [164] [ 500/2904] eta: 0:31:20 lr: 0.002245 loss: 0.1891 (0.1966) loss_rec_all: 0.2156 (0.2225) loss_rec_sfr: 0.2721 (0.2855) loss_cl: -0.2792 (-0.2788) time: 0.7483 data: 0.0002 max mem: 29860 [19:20:36.350365] Epoch: [164] [ 520/2904] eta: 0:31:02 lr: 0.002245 loss: 0.1929 (0.1970) loss_rec_all: 0.2186 (0.2229) loss_rec_sfr: 0.2860 (0.2871) loss_cl: -0.2783 (-0.2788) time: 0.7482 data: 0.0002 max mem: 29860 [19:20:51.310697] Epoch: [164] [ 540/2904] eta: 0:30:43 lr: 0.002245 loss: 0.1859 (0.1970) loss_rec_all: 0.2122 (0.2229) loss_rec_sfr: 0.2697 (0.2870) loss_cl: -0.2791 (-0.2788) time: 0.7480 data: 0.0002 max mem: 29860 [19:21:06.288811] Epoch: [164] [ 560/2904] eta: 0:30:25 lr: 0.002245 loss: 0.1887 (0.1968) loss_rec_all: 0.2146 (0.2227) loss_rec_sfr: 0.2724 (0.2865) loss_cl: -0.2788 (-0.2788) time: 0.7488 data: 0.0002 max mem: 29860 [19:21:21.284123] Epoch: [164] [ 580/2904] eta: 0:30:07 lr: 0.002245 loss: 0.1857 (0.1966) loss_rec_all: 0.2116 (0.2225) loss_rec_sfr: 0.2699 (0.2859) loss_cl: -0.2789 (-0.2788) time: 0.7497 data: 0.0002 max mem: 29860 [19:21:36.277868] Epoch: [164] [ 600/2904] eta: 0:29:49 lr: 0.002245 loss: 0.1896 (0.1967) loss_rec_all: 0.2154 (0.2226) loss_rec_sfr: 0.2617 (0.2860) loss_cl: -0.2787 (-0.2788) time: 0.7496 data: 0.0003 max mem: 29860 [19:21:51.272466] Epoch: [164] [ 620/2904] eta: 0:29:32 lr: 0.002245 loss: 0.1835 (0.1964) loss_rec_all: 0.2094 (0.2222) loss_rec_sfr: 0.2737 (0.2853) loss_cl: -0.2791 (-0.2788) time: 0.7497 data: 0.0003 max mem: 29860 [19:22:06.248679] Epoch: [164] [ 640/2904] eta: 0:29:14 lr: 0.002245 loss: 0.1872 (0.1966) loss_rec_all: 0.2132 (0.2224) loss_rec_sfr: 0.2866 (0.2862) loss_cl: -0.2788 (-0.2788) time: 0.7488 data: 0.0002 max mem: 29860 [19:22:21.243067] Epoch: [164] [ 660/2904] eta: 0:28:57 lr: 0.002245 loss: 0.1868 (0.1966) loss_rec_all: 0.2131 (0.2225) loss_rec_sfr: 0.2457 (0.2863) loss_cl: -0.2787 (-0.2788) time: 0.7497 data: 0.0002 max mem: 29860 [19:22:36.225589] Epoch: [164] [ 680/2904] eta: 0:28:40 lr: 0.002245 loss: 0.1852 (0.1964) loss_rec_all: 0.2114 (0.2223) loss_rec_sfr: 0.2873 (0.2861) loss_cl: -0.2783 (-0.2788) time: 0.7491 data: 0.0004 max mem: 29860 [19:22:51.203201] Epoch: [164] [ 700/2904] eta: 0:28:23 lr: 0.002245 loss: 0.1865 (0.1965) loss_rec_all: 0.2124 (0.2224) loss_rec_sfr: 0.2697 (0.2863) loss_cl: -0.2788 (-0.2788) time: 0.7487 data: 0.0003 max mem: 29860 [19:23:06.164108] Epoch: [164] [ 720/2904] eta: 0:28:06 lr: 0.002245 loss: 0.1877 (0.1965) loss_rec_all: 0.2136 (0.2224) loss_rec_sfr: 0.2579 (0.2860) loss_cl: -0.2790 (-0.2788) time: 0.7479 data: 0.0003 max mem: 29860 [19:23:21.107784] Epoch: [164] [ 740/2904] eta: 0:27:49 lr: 0.002245 loss: 0.1848 (0.1962) loss_rec_all: 0.2106 (0.2221) loss_rec_sfr: 0.2772 (0.2853) loss_cl: -0.2793 (-0.2788) time: 0.7471 data: 0.0004 max mem: 29860 [19:23:36.011878] Epoch: [164] [ 760/2904] eta: 0:27:32 lr: 0.002245 loss: 0.1896 (0.1964) loss_rec_all: 0.2154 (0.2223) loss_rec_sfr: 0.2843 (0.2862) loss_cl: -0.2786 (-0.2788) time: 0.7452 data: 0.0003 max mem: 29860 [19:23:50.917222] Epoch: [164] [ 780/2904] eta: 0:27:15 lr: 0.002245 loss: 0.1884 (0.1964) loss_rec_all: 0.2146 (0.2223) loss_rec_sfr: 0.2633 (0.2862) loss_cl: -0.2789 (-0.2788) time: 0.7452 data: 0.0003 max mem: 29860 [19:24:05.826089] Epoch: [164] [ 800/2904] eta: 0:26:59 lr: 0.002245 loss: 0.1897 (0.1966) loss_rec_all: 0.2156 (0.2225) loss_rec_sfr: 0.2833 (0.2867) loss_cl: -0.2793 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [19:24:20.731810] Epoch: [164] [ 820/2904] eta: 0:26:42 lr: 0.002245 loss: 0.1846 (0.1965) loss_rec_all: 0.2105 (0.2224) loss_rec_sfr: 0.2419 (0.2862) loss_cl: -0.2792 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [19:24:35.645036] Epoch: [164] [ 840/2904] eta: 0:26:25 lr: 0.002245 loss: 0.1844 (0.1964) loss_rec_all: 0.2104 (0.2223) loss_rec_sfr: 0.2864 (0.2864) loss_cl: -0.2796 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [19:24:50.559878] Epoch: [164] [ 860/2904] eta: 0:26:09 lr: 0.002245 loss: 0.1878 (0.1964) loss_rec_all: 0.2136 (0.2223) loss_rec_sfr: 0.2609 (0.2863) loss_cl: -0.2783 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [19:25:05.473624] Epoch: [164] [ 880/2904] eta: 0:25:53 lr: 0.002245 loss: 0.1846 (0.1963) loss_rec_all: 0.2110 (0.2222) loss_rec_sfr: 0.2662 (0.2861) loss_cl: -0.2782 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [19:25:20.385208] Epoch: [164] [ 900/2904] eta: 0:25:36 lr: 0.002245 loss: 0.1918 (0.1966) loss_rec_all: 0.2178 (0.2224) loss_rec_sfr: 0.2636 (0.2867) loss_cl: -0.2782 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [19:25:35.293123] Epoch: [164] [ 920/2904] eta: 0:25:20 lr: 0.002245 loss: 0.1901 (0.1967) loss_rec_all: 0.2164 (0.2226) loss_rec_sfr: 0.2698 (0.2870) loss_cl: -0.2795 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [19:25:50.207191] Epoch: [164] [ 940/2904] eta: 0:25:04 lr: 0.002245 loss: 0.1844 (0.1965) loss_rec_all: 0.2102 (0.2224) loss_rec_sfr: 0.2646 (0.2863) loss_cl: -0.2796 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [19:26:05.125471] Epoch: [164] [ 960/2904] eta: 0:24:48 lr: 0.002245 loss: 0.1860 (0.1966) loss_rec_all: 0.2117 (0.2225) loss_rec_sfr: 0.2758 (0.2866) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [19:26:20.045470] Epoch: [164] [ 980/2904] eta: 0:24:32 lr: 0.002245 loss: 0.1897 (0.1967) loss_rec_all: 0.2156 (0.2226) loss_rec_sfr: 0.2899 (0.2873) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [19:26:34.954099] Epoch: [164] [1000/2904] eta: 0:24:16 lr: 0.002245 loss: 0.1870 (0.1968) loss_rec_all: 0.2128 (0.2227) loss_rec_sfr: 0.2703 (0.2876) loss_cl: -0.2784 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [19:26:49.868879] Epoch: [164] [1020/2904] eta: 0:24:00 lr: 0.002245 loss: 0.1859 (0.1968) loss_rec_all: 0.2120 (0.2226) loss_rec_sfr: 0.2720 (0.2875) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [19:27:04.784983] Epoch: [164] [1040/2904] eta: 0:23:44 lr: 0.002245 loss: 0.1907 (0.1968) loss_rec_all: 0.2165 (0.2227) loss_rec_sfr: 0.2892 (0.2880) loss_cl: -0.2793 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [19:27:19.695973] Epoch: [164] [1060/2904] eta: 0:23:28 lr: 0.002245 loss: 0.1882 (0.1968) loss_rec_all: 0.2144 (0.2227) loss_rec_sfr: 0.2750 (0.2881) loss_cl: -0.2798 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [19:27:34.604458] Epoch: [164] [1080/2904] eta: 0:23:12 lr: 0.002245 loss: 0.1889 (0.1970) loss_rec_all: 0.2151 (0.2228) loss_rec_sfr: 0.2593 (0.2883) loss_cl: -0.2787 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [19:27:49.512381] Epoch: [164] [1100/2904] eta: 0:22:56 lr: 0.002245 loss: 0.1866 (0.1970) loss_rec_all: 0.2128 (0.2229) loss_rec_sfr: 0.2780 (0.2889) loss_cl: -0.2788 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [19:28:04.424669] Epoch: [164] [1120/2904] eta: 0:22:40 lr: 0.002245 loss: 0.1863 (0.1970) loss_rec_all: 0.2122 (0.2228) loss_rec_sfr: 0.2721 (0.2886) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [19:28:19.334105] Epoch: [164] [1140/2904] eta: 0:22:24 lr: 0.002245 loss: 0.1847 (0.1968) loss_rec_all: 0.2111 (0.2227) loss_rec_sfr: 0.2695 (0.2882) loss_cl: -0.2786 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [19:28:34.246259] Epoch: [164] [1160/2904] eta: 0:22:09 lr: 0.002245 loss: 0.1892 (0.1968) loss_rec_all: 0.2158 (0.2226) loss_rec_sfr: 0.2705 (0.2881) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [19:28:49.152737] Epoch: [164] [1180/2904] eta: 0:21:53 lr: 0.002245 loss: 0.1847 (0.1967) loss_rec_all: 0.2113 (0.2226) loss_rec_sfr: 0.2692 (0.2881) loss_cl: -0.2789 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [19:29:04.059737] Epoch: [164] [1200/2904] eta: 0:21:37 lr: 0.002245 loss: 0.1864 (0.1967) loss_rec_all: 0.2125 (0.2225) loss_rec_sfr: 0.2697 (0.2878) loss_cl: -0.2791 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [19:29:18.966345] Epoch: [164] [1220/2904] eta: 0:21:21 lr: 0.002245 loss: 0.1890 (0.1965) loss_rec_all: 0.2150 (0.2224) loss_rec_sfr: 0.2327 (0.2872) loss_cl: -0.2788 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [19:29:33.871391] Epoch: [164] [1240/2904] eta: 0:21:06 lr: 0.002245 loss: 0.1893 (0.1965) loss_rec_all: 0.2153 (0.2224) loss_rec_sfr: 0.2831 (0.2873) loss_cl: -0.2794 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [19:29:48.780647] Epoch: [164] [1260/2904] eta: 0:20:50 lr: 0.002245 loss: 0.1854 (0.1966) loss_rec_all: 0.2113 (0.2225) loss_rec_sfr: 0.2735 (0.2875) loss_cl: -0.2798 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [19:30:03.688597] Epoch: [164] [1280/2904] eta: 0:20:35 lr: 0.002245 loss: 0.1879 (0.1966) loss_rec_all: 0.2139 (0.2225) loss_rec_sfr: 0.2760 (0.2878) loss_cl: -0.2797 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [19:30:18.600794] Epoch: [164] [1300/2904] eta: 0:20:19 lr: 0.002245 loss: 0.1873 (0.1966) loss_rec_all: 0.2133 (0.2225) loss_rec_sfr: 0.2823 (0.2880) loss_cl: -0.2794 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [19:30:33.509929] Epoch: [164] [1320/2904] eta: 0:20:03 lr: 0.002245 loss: 0.1874 (0.1965) loss_rec_all: 0.2138 (0.2224) loss_rec_sfr: 0.2472 (0.2874) loss_cl: -0.2797 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [19:30:48.416524] Epoch: [164] [1340/2904] eta: 0:19:48 lr: 0.002245 loss: 0.1897 (0.1965) loss_rec_all: 0.2157 (0.2224) loss_rec_sfr: 0.2831 (0.2877) loss_cl: -0.2788 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [19:31:03.338158] Epoch: [164] [1360/2904] eta: 0:19:32 lr: 0.002245 loss: 0.1857 (0.1965) loss_rec_all: 0.2115 (0.2224) loss_rec_sfr: 0.2820 (0.2877) loss_cl: -0.2784 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [19:31:18.249334] Epoch: [164] [1380/2904] eta: 0:19:17 lr: 0.002245 loss: 0.1892 (0.1966) loss_rec_all: 0.2149 (0.2225) loss_rec_sfr: 0.2860 (0.2883) loss_cl: -0.2782 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [19:31:33.160349] Epoch: [164] [1400/2904] eta: 0:19:01 lr: 0.002245 loss: 0.1891 (0.1966) loss_rec_all: 0.2148 (0.2224) loss_rec_sfr: 0.2658 (0.2880) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [19:31:48.073313] Epoch: [164] [1420/2904] eta: 0:18:46 lr: 0.002245 loss: 0.1880 (0.1964) loss_rec_all: 0.2140 (0.2223) loss_rec_sfr: 0.2793 (0.2878) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [19:32:02.978902] Epoch: [164] [1440/2904] eta: 0:18:30 lr: 0.002245 loss: 0.1878 (0.1965) loss_rec_all: 0.2140 (0.2223) loss_rec_sfr: 0.2818 (0.2879) loss_cl: -0.2789 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [19:32:17.899755] Epoch: [164] [1460/2904] eta: 0:18:15 lr: 0.002245 loss: 0.1852 (0.1964) loss_rec_all: 0.2113 (0.2223) loss_rec_sfr: 0.2736 (0.2878) loss_cl: -0.2794 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [19:32:32.810913] Epoch: [164] [1480/2904] eta: 0:18:00 lr: 0.002245 loss: 0.1857 (0.1965) loss_rec_all: 0.2116 (0.2223) loss_rec_sfr: 0.2788 (0.2880) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [19:32:47.727401] Epoch: [164] [1500/2904] eta: 0:17:44 lr: 0.002245 loss: 0.1882 (0.1965) loss_rec_all: 0.2142 (0.2224) loss_rec_sfr: 0.2755 (0.2881) loss_cl: -0.2779 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [19:33:02.645321] Epoch: [164] [1520/2904] eta: 0:17:29 lr: 0.002245 loss: 0.1853 (0.1964) loss_rec_all: 0.2117 (0.2223) loss_rec_sfr: 0.2850 (0.2880) loss_cl: -0.2784 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [19:33:17.563329] Epoch: [164] [1540/2904] eta: 0:17:13 lr: 0.002244 loss: 0.1915 (0.1964) loss_rec_all: 0.2174 (0.2223) loss_rec_sfr: 0.2780 (0.2881) loss_cl: -0.2781 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [19:33:32.484168] Epoch: [164] [1560/2904] eta: 0:16:58 lr: 0.002244 loss: 0.1867 (0.1964) loss_rec_all: 0.2128 (0.2223) loss_rec_sfr: 0.2827 (0.2883) loss_cl: -0.2797 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [19:33:47.425210] Epoch: [164] [1580/2904] eta: 0:16:43 lr: 0.002244 loss: 0.1968 (0.1966) loss_rec_all: 0.2228 (0.2224) loss_rec_sfr: 0.2861 (0.2888) loss_cl: -0.2781 (-0.2788) time: 0.7470 data: 0.0002 max mem: 29860 [19:34:02.353948] Epoch: [164] [1600/2904] eta: 0:16:27 lr: 0.002244 loss: 0.1885 (0.1966) loss_rec_all: 0.2143 (0.2225) loss_rec_sfr: 0.2741 (0.2890) loss_cl: -0.2786 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [19:34:17.274973] Epoch: [164] [1620/2904] eta: 0:16:12 lr: 0.002244 loss: 0.1858 (0.1966) loss_rec_all: 0.2116 (0.2225) loss_rec_sfr: 0.2722 (0.2889) loss_cl: -0.2791 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [19:34:32.393120] Epoch: [164] [1640/2904] eta: 0:15:57 lr: 0.002244 loss: 0.1895 (0.1967) loss_rec_all: 0.2159 (0.2225) loss_rec_sfr: 0.2797 (0.2891) loss_cl: -0.2793 (-0.2788) time: 0.7559 data: 0.0002 max mem: 29860 [19:34:47.313456] Epoch: [164] [1660/2904] eta: 0:15:42 lr: 0.002244 loss: 0.1894 (0.1967) loss_rec_all: 0.2151 (0.2226) loss_rec_sfr: 0.2884 (0.2894) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [19:35:02.258274] Epoch: [164] [1680/2904] eta: 0:15:26 lr: 0.002244 loss: 0.1860 (0.1966) loss_rec_all: 0.2122 (0.2225) loss_rec_sfr: 0.2628 (0.2891) loss_cl: -0.2778 (-0.2788) time: 0.7472 data: 0.0003 max mem: 29860 [19:35:17.201748] Epoch: [164] [1700/2904] eta: 0:15:11 lr: 0.002244 loss: 0.1877 (0.1967) loss_rec_all: 0.2139 (0.2225) loss_rec_sfr: 0.2776 (0.2892) loss_cl: -0.2789 (-0.2788) time: 0.7471 data: 0.0003 max mem: 29860 [19:35:32.273486] Epoch: [164] [1720/2904] eta: 0:14:56 lr: 0.002244 loss: 0.1872 (0.1967) loss_rec_all: 0.2134 (0.2226) loss_rec_sfr: 0.2803 (0.2894) loss_cl: -0.2786 (-0.2788) time: 0.7535 data: 0.0003 max mem: 29860 [19:35:47.210671] Epoch: [164] [1740/2904] eta: 0:14:41 lr: 0.002244 loss: 0.1893 (0.1967) loss_rec_all: 0.2151 (0.2226) loss_rec_sfr: 0.2679 (0.2894) loss_cl: -0.2783 (-0.2788) time: 0.7468 data: 0.0003 max mem: 29860 [19:36:02.135983] Epoch: [164] [1760/2904] eta: 0:14:25 lr: 0.002244 loss: 0.1890 (0.1967) loss_rec_all: 0.2150 (0.2225) loss_rec_sfr: 0.2763 (0.2893) loss_cl: -0.2797 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [19:36:17.065309] Epoch: [164] [1780/2904] eta: 0:14:10 lr: 0.002244 loss: 0.1854 (0.1967) loss_rec_all: 0.2113 (0.2225) loss_rec_sfr: 0.2729 (0.2893) loss_cl: -0.2794 (-0.2788) time: 0.7464 data: 0.0003 max mem: 29860 [19:36:31.994189] Epoch: [164] [1800/2904] eta: 0:13:55 lr: 0.002244 loss: 0.1855 (0.1966) loss_rec_all: 0.2118 (0.2224) loss_rec_sfr: 0.2735 (0.2891) loss_cl: -0.2797 (-0.2788) time: 0.7464 data: 0.0003 max mem: 29860 [19:36:46.912629] Epoch: [164] [1820/2904] eta: 0:13:39 lr: 0.002244 loss: 0.1884 (0.1966) loss_rec_all: 0.2148 (0.2225) loss_rec_sfr: 0.2721 (0.2892) loss_cl: -0.2795 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [19:37:01.835791] Epoch: [164] [1840/2904] eta: 0:13:24 lr: 0.002244 loss: 0.1879 (0.1966) loss_rec_all: 0.2143 (0.2224) loss_rec_sfr: 0.2682 (0.2891) loss_cl: -0.2778 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [19:37:16.748734] Epoch: [164] [1860/2904] eta: 0:13:09 lr: 0.002244 loss: 0.1847 (0.1966) loss_rec_all: 0.2109 (0.2225) loss_rec_sfr: 0.2623 (0.2891) loss_cl: -0.2778 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [19:37:31.659923] Epoch: [164] [1880/2904] eta: 0:12:54 lr: 0.002244 loss: 0.1870 (0.1966) loss_rec_all: 0.2129 (0.2225) loss_rec_sfr: 0.2710 (0.2891) loss_cl: -0.2794 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [19:37:46.577858] Epoch: [164] [1900/2904] eta: 0:12:38 lr: 0.002244 loss: 0.1840 (0.1966) loss_rec_all: 0.2100 (0.2224) loss_rec_sfr: 0.2681 (0.2889) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [19:38:01.498090] Epoch: [164] [1920/2904] eta: 0:12:23 lr: 0.002244 loss: 0.1887 (0.1966) loss_rec_all: 0.2150 (0.2224) loss_rec_sfr: 0.2829 (0.2889) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [19:38:16.423475] Epoch: [164] [1940/2904] eta: 0:12:08 lr: 0.002244 loss: 0.1916 (0.1967) loss_rec_all: 0.2177 (0.2225) loss_rec_sfr: 0.2756 (0.2892) loss_cl: -0.2794 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [19:38:31.349931] Epoch: [164] [1960/2904] eta: 0:11:53 lr: 0.002244 loss: 0.1916 (0.1966) loss_rec_all: 0.2177 (0.2225) loss_rec_sfr: 0.2694 (0.2891) loss_cl: -0.2788 (-0.2788) time: 0.7463 data: 0.0003 max mem: 29860 [19:38:46.273205] Epoch: [164] [1980/2904] eta: 0:11:38 lr: 0.002244 loss: 0.1889 (0.1968) loss_rec_all: 0.2153 (0.2226) loss_rec_sfr: 0.2885 (0.2896) loss_cl: -0.2781 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [19:39:01.197553] Epoch: [164] [2000/2904] eta: 0:11:22 lr: 0.002244 loss: 0.1874 (0.1967) loss_rec_all: 0.2136 (0.2226) loss_rec_sfr: 0.2683 (0.2893) loss_cl: -0.2788 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [19:39:16.119985] Epoch: [164] [2020/2904] eta: 0:11:07 lr: 0.002244 loss: 0.1870 (0.1966) loss_rec_all: 0.2133 (0.2225) loss_rec_sfr: 0.2731 (0.2892) loss_cl: -0.2790 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [19:39:31.038165] Epoch: [164] [2040/2904] eta: 0:10:52 lr: 0.002244 loss: 0.1874 (0.1966) loss_rec_all: 0.2135 (0.2225) loss_rec_sfr: 0.2695 (0.2890) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [19:39:45.961611] Epoch: [164] [2060/2904] eta: 0:10:37 lr: 0.002244 loss: 0.1920 (0.1966) loss_rec_all: 0.2186 (0.2224) loss_rec_sfr: 0.2702 (0.2888) loss_cl: -0.2799 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [19:40:00.895676] Epoch: [164] [2080/2904] eta: 0:10:22 lr: 0.002244 loss: 0.1872 (0.1966) loss_rec_all: 0.2136 (0.2224) loss_rec_sfr: 0.2838 (0.2889) loss_cl: -0.2789 (-0.2788) time: 0.7467 data: 0.0003 max mem: 29860 [19:40:15.820161] Epoch: [164] [2100/2904] eta: 0:10:07 lr: 0.002244 loss: 0.1843 (0.1965) loss_rec_all: 0.2100 (0.2224) loss_rec_sfr: 0.2670 (0.2887) loss_cl: -0.2788 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [19:40:30.752125] Epoch: [164] [2120/2904] eta: 0:09:51 lr: 0.002244 loss: 0.1891 (0.1965) loss_rec_all: 0.2151 (0.2224) loss_rec_sfr: 0.2801 (0.2887) loss_cl: -0.2795 (-0.2788) time: 0.7466 data: 0.0003 max mem: 29860 [19:40:45.672322] Epoch: [164] [2140/2904] eta: 0:09:36 lr: 0.002244 loss: 0.1883 (0.1965) loss_rec_all: 0.2145 (0.2224) loss_rec_sfr: 0.2826 (0.2889) loss_cl: -0.2784 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [19:41:00.594272] Epoch: [164] [2160/2904] eta: 0:09:21 lr: 0.002244 loss: 0.1890 (0.1965) loss_rec_all: 0.2152 (0.2224) loss_rec_sfr: 0.2697 (0.2889) loss_cl: -0.2798 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [19:41:15.556686] Epoch: [164] [2180/2904] eta: 0:09:06 lr: 0.002244 loss: 0.1898 (0.1965) loss_rec_all: 0.2162 (0.2224) loss_rec_sfr: 0.2738 (0.2888) loss_cl: -0.2797 (-0.2788) time: 0.7481 data: 0.0003 max mem: 29860 [19:41:30.546543] Epoch: [164] [2200/2904] eta: 0:08:51 lr: 0.002244 loss: 0.1865 (0.1965) loss_rec_all: 0.2126 (0.2224) loss_rec_sfr: 0.2731 (0.2889) loss_cl: -0.2787 (-0.2788) time: 0.7494 data: 0.0003 max mem: 29860 [19:41:45.514060] Epoch: [164] [2220/2904] eta: 0:08:36 lr: 0.002244 loss: 0.1869 (0.1965) loss_rec_all: 0.2131 (0.2224) loss_rec_sfr: 0.2798 (0.2889) loss_cl: -0.2787 (-0.2788) time: 0.7483 data: 0.0003 max mem: 29860 [19:42:00.504209] Epoch: [164] [2240/2904] eta: 0:08:21 lr: 0.002244 loss: 0.1845 (0.1966) loss_rec_all: 0.2109 (0.2224) loss_rec_sfr: 0.2611 (0.2890) loss_cl: -0.2796 (-0.2788) time: 0.7495 data: 0.0003 max mem: 29860 [19:42:15.473292] Epoch: [164] [2260/2904] eta: 0:08:05 lr: 0.002244 loss: 0.1869 (0.1965) loss_rec_all: 0.2128 (0.2224) loss_rec_sfr: 0.2744 (0.2890) loss_cl: -0.2794 (-0.2788) time: 0.7484 data: 0.0003 max mem: 29860 [19:42:30.448505] Epoch: [164] [2280/2904] eta: 0:07:50 lr: 0.002244 loss: 0.1917 (0.1966) loss_rec_all: 0.2178 (0.2225) loss_rec_sfr: 0.2884 (0.2894) loss_cl: -0.2785 (-0.2788) time: 0.7487 data: 0.0003 max mem: 29860 [19:42:45.430594] Epoch: [164] [2300/2904] eta: 0:07:35 lr: 0.002244 loss: 0.1839 (0.1967) loss_rec_all: 0.2097 (0.2225) loss_rec_sfr: 0.2756 (0.2895) loss_cl: -0.2790 (-0.2788) time: 0.7490 data: 0.0003 max mem: 29860 [19:43:00.412623] Epoch: [164] [2320/2904] eta: 0:07:20 lr: 0.002244 loss: 0.1857 (0.1966) loss_rec_all: 0.2116 (0.2225) loss_rec_sfr: 0.2857 (0.2895) loss_cl: -0.2793 (-0.2788) time: 0.7490 data: 0.0003 max mem: 29860 [19:43:15.404565] Epoch: [164] [2340/2904] eta: 0:07:05 lr: 0.002244 loss: 0.1851 (0.1967) loss_rec_all: 0.2116 (0.2225) loss_rec_sfr: 0.2707 (0.2896) loss_cl: -0.2783 (-0.2788) time: 0.7496 data: 0.0002 max mem: 29860 [19:43:30.406352] Epoch: [164] [2360/2904] eta: 0:06:50 lr: 0.002244 loss: 0.1885 (0.1967) loss_rec_all: 0.2142 (0.2225) loss_rec_sfr: 0.2756 (0.2896) loss_cl: -0.2776 (-0.2788) time: 0.7500 data: 0.0002 max mem: 29860 [19:43:45.373473] Epoch: [164] [2380/2904] eta: 0:06:35 lr: 0.002244 loss: 0.1867 (0.1966) loss_rec_all: 0.2127 (0.2225) loss_rec_sfr: 0.2637 (0.2895) loss_cl: -0.2798 (-0.2788) time: 0.7483 data: 0.0002 max mem: 29860 [19:44:00.365914] Epoch: [164] [2400/2904] eta: 0:06:20 lr: 0.002244 loss: 0.1878 (0.1966) loss_rec_all: 0.2141 (0.2225) loss_rec_sfr: 0.2749 (0.2896) loss_cl: -0.2802 (-0.2788) time: 0.7496 data: 0.0003 max mem: 29860 [19:44:15.372188] Epoch: [164] [2420/2904] eta: 0:06:05 lr: 0.002244 loss: 0.1944 (0.1967) loss_rec_all: 0.2204 (0.2225) loss_rec_sfr: 0.2730 (0.2897) loss_cl: -0.2796 (-0.2788) time: 0.7503 data: 0.0003 max mem: 29860 [19:44:30.361208] Epoch: [164] [2440/2904] eta: 0:05:49 lr: 0.002244 loss: 0.1925 (0.1967) loss_rec_all: 0.2185 (0.2226) loss_rec_sfr: 0.2825 (0.2899) loss_cl: -0.2786 (-0.2788) time: 0.7494 data: 0.0003 max mem: 29860 [19:44:45.325199] Epoch: [164] [2460/2904] eta: 0:05:34 lr: 0.002244 loss: 0.1891 (0.1967) loss_rec_all: 0.2151 (0.2226) loss_rec_sfr: 0.2655 (0.2897) loss_cl: -0.2782 (-0.2788) time: 0.7481 data: 0.0003 max mem: 29860 [19:45:00.298711] Epoch: [164] [2480/2904] eta: 0:05:19 lr: 0.002244 loss: 0.1863 (0.1967) loss_rec_all: 0.2122 (0.2226) loss_rec_sfr: 0.2866 (0.2898) loss_cl: -0.2789 (-0.2788) time: 0.7485 data: 0.0004 max mem: 29860 [19:45:15.241123] Epoch: [164] [2500/2904] eta: 0:05:04 lr: 0.002244 loss: 0.1886 (0.1968) loss_rec_all: 0.2149 (0.2227) loss_rec_sfr: 0.2734 (0.2901) loss_cl: -0.2789 (-0.2788) time: 0.7471 data: 0.0003 max mem: 29860 [19:45:30.152465] Epoch: [164] [2520/2904] eta: 0:04:49 lr: 0.002244 loss: 0.1867 (0.1968) loss_rec_all: 0.2124 (0.2227) loss_rec_sfr: 0.2859 (0.2902) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [19:45:45.062271] Epoch: [164] [2540/2904] eta: 0:04:34 lr: 0.002244 loss: 0.1906 (0.1968) loss_rec_all: 0.2166 (0.2227) loss_rec_sfr: 0.2649 (0.2901) loss_cl: -0.2786 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [19:45:59.967866] Epoch: [164] [2560/2904] eta: 0:04:19 lr: 0.002244 loss: 0.1871 (0.1968) loss_rec_all: 0.2130 (0.2227) loss_rec_sfr: 0.2847 (0.2902) loss_cl: -0.2797 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [19:46:14.882092] Epoch: [164] [2580/2904] eta: 0:04:04 lr: 0.002244 loss: 0.1819 (0.1967) loss_rec_all: 0.2078 (0.2226) loss_rec_sfr: 0.2647 (0.2899) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [19:46:29.793851] Epoch: [164] [2600/2904] eta: 0:03:49 lr: 0.002244 loss: 0.1838 (0.1968) loss_rec_all: 0.2104 (0.2226) loss_rec_sfr: 0.2830 (0.2902) loss_cl: -0.2782 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [19:46:44.712948] Epoch: [164] [2620/2904] eta: 0:03:34 lr: 0.002244 loss: 0.1902 (0.1968) loss_rec_all: 0.2161 (0.2227) loss_rec_sfr: 0.2780 (0.2902) loss_cl: -0.2784 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [19:46:59.626767] Epoch: [164] [2640/2904] eta: 0:03:18 lr: 0.002244 loss: 0.1860 (0.1968) loss_rec_all: 0.2120 (0.2227) loss_rec_sfr: 0.2692 (0.2902) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [19:47:14.539608] Epoch: [164] [2660/2904] eta: 0:03:03 lr: 0.002244 loss: 0.1918 (0.1969) loss_rec_all: 0.2177 (0.2227) loss_rec_sfr: 0.2757 (0.2903) loss_cl: -0.2794 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [19:47:29.458860] Epoch: [164] [2680/2904] eta: 0:02:48 lr: 0.002244 loss: 0.1879 (0.1969) loss_rec_all: 0.2141 (0.2228) loss_rec_sfr: 0.2771 (0.2905) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [19:47:44.375379] Epoch: [164] [2700/2904] eta: 0:02:33 lr: 0.002244 loss: 0.1923 (0.1970) loss_rec_all: 0.2181 (0.2228) loss_rec_sfr: 0.2737 (0.2907) loss_cl: -0.2793 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [19:47:59.289338] Epoch: [164] [2720/2904] eta: 0:02:18 lr: 0.002243 loss: 0.1873 (0.1970) loss_rec_all: 0.2134 (0.2228) loss_rec_sfr: 0.2829 (0.2908) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [19:48:14.206885] Epoch: [164] [2740/2904] eta: 0:02:03 lr: 0.002243 loss: 0.1883 (0.1970) loss_rec_all: 0.2141 (0.2228) loss_rec_sfr: 0.2706 (0.2906) loss_cl: -0.2775 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [19:48:29.118910] Epoch: [164] [2760/2904] eta: 0:01:48 lr: 0.002243 loss: 0.1952 (0.1970) loss_rec_all: 0.2210 (0.2228) loss_rec_sfr: 0.2724 (0.2906) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [19:48:44.027252] Epoch: [164] [2780/2904] eta: 0:01:33 lr: 0.002243 loss: 0.1899 (0.1970) loss_rec_all: 0.2159 (0.2228) loss_rec_sfr: 0.2794 (0.2907) loss_cl: -0.2792 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [19:48:58.932879] Epoch: [164] [2800/2904] eta: 0:01:18 lr: 0.002243 loss: 0.1903 (0.1970) loss_rec_all: 0.2164 (0.2229) loss_rec_sfr: 0.2676 (0.2907) loss_cl: -0.2789 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [19:49:13.842670] Epoch: [164] [2820/2904] eta: 0:01:03 lr: 0.002243 loss: 0.1941 (0.1971) loss_rec_all: 0.2201 (0.2229) loss_rec_sfr: 0.2720 (0.2909) loss_cl: -0.2783 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [19:49:28.788813] Epoch: [164] [2840/2904] eta: 0:00:48 lr: 0.002243 loss: 0.1873 (0.1971) loss_rec_all: 0.2130 (0.2229) loss_rec_sfr: 0.2745 (0.2909) loss_cl: -0.2789 (-0.2788) time: 0.7473 data: 0.0025 max mem: 29860 [19:49:43.681550] Epoch: [164] [2860/2904] eta: 0:00:33 lr: 0.002243 loss: 0.1898 (0.1971) loss_rec_all: 0.2156 (0.2229) loss_rec_sfr: 0.2719 (0.2908) loss_cl: -0.2796 (-0.2788) time: 0.7446 data: 0.0001 max mem: 29860 [19:49:58.576541] Epoch: [164] [2880/2904] eta: 0:00:18 lr: 0.002243 loss: 0.1887 (0.1970) loss_rec_all: 0.2144 (0.2229) loss_rec_sfr: 0.2808 (0.2908) loss_cl: -0.2785 (-0.2788) time: 0.7447 data: 0.0001 max mem: 29860 [19:50:13.475721] Epoch: [164] [2900/2904] eta: 0:00:03 lr: 0.002243 loss: 0.1896 (0.1971) loss_rec_all: 0.2154 (0.2229) loss_rec_sfr: 0.2753 (0.2910) loss_cl: -0.2783 (-0.2788) time: 0.7449 data: 0.0001 max mem: 29860 [19:50:15.718742] Epoch: [164] [2903/2904] eta: 0:00:00 lr: 0.002243 loss: 0.1886 (0.1971) loss_rec_all: 0.2150 (0.2229) loss_rec_sfr: 0.2753 (0.2910) loss_cl: -0.2782 (-0.2788) time: 0.7450 data: 0.0001 max mem: 29860 [19:50:17.961780] Epoch: [164] Total time: 0:36:28 (0.7536 s / it) [19:50:17.963506] Averaged stats: lr: 0.002243 loss: 0.1886 (0.1998) loss_rec_all: 0.2150 (0.2233) loss_rec_sfr: 0.2753 (0.2925) loss_cl: -0.2782 (-0.2555) [19:50:17.970256] log_dir: ./checkpoint/VF2_ViT-B [19:50:34.752898] Epoch: [165] [ 0/2904] eta: 13:32:10 lr: 0.002243 loss: 0.1822 (0.1822) loss_rec_all: 0.2086 (0.2086) loss_rec_sfr: 0.2011 (0.2011) loss_cl: -0.2785 (-0.2785) time: 16.7806 data: 12.2145 max mem: 29860 [19:50:53.509584] Epoch: [165] [ 20/2904] eta: 1:21:20 lr: 0.002243 loss: 0.1877 (0.1942) loss_rec_all: 0.2138 (0.2202) loss_rec_sfr: 0.2605 (0.2680) loss_cl: -0.2793 (-0.2793) time: 0.9378 data: 0.0779 max mem: 29860 [19:51:08.463290] Epoch: [165] [ 40/2904] eta: 0:58:46 lr: 0.002243 loss: 0.1833 (0.1911) loss_rec_all: 0.2092 (0.2172) loss_rec_sfr: 0.2658 (0.2671) loss_cl: -0.2800 (-0.2796) time: 0.7476 data: 0.0002 max mem: 29860 [19:51:23.666186] Epoch: [165] [ 60/2904] eta: 0:51:02 lr: 0.002243 loss: 0.1915 (0.1962) loss_rec_all: 0.2178 (0.2221) loss_rec_sfr: 0.2746 (0.2851) loss_cl: -0.2790 (-0.2793) time: 0.7601 data: 0.0003 max mem: 29860 [19:51:38.659618] Epoch: [165] [ 80/2904] eta: 0:46:52 lr: 0.002243 loss: 0.1875 (0.1946) loss_rec_all: 0.2132 (0.2206) loss_rec_sfr: 0.2673 (0.2817) loss_cl: -0.2791 (-0.2792) time: 0.7496 data: 0.0003 max mem: 29860 [19:51:53.640853] Epoch: [165] [ 100/2904] eta: 0:44:15 lr: 0.002243 loss: 0.1879 (0.1951) loss_rec_all: 0.2136 (0.2210) loss_rec_sfr: 0.2756 (0.2830) loss_cl: -0.2786 (-0.2791) time: 0.7490 data: 0.0003 max mem: 29860 [19:52:08.621937] Epoch: [165] [ 120/2904] eta: 0:42:25 lr: 0.002243 loss: 0.1858 (0.1948) loss_rec_all: 0.2117 (0.2207) loss_rec_sfr: 0.2765 (0.2823) loss_cl: -0.2792 (-0.2790) time: 0.7490 data: 0.0003 max mem: 29860 [19:52:23.642689] Epoch: [165] [ 140/2904] eta: 0:41:03 lr: 0.002243 loss: 0.1840 (0.1954) loss_rec_all: 0.2099 (0.2213) loss_rec_sfr: 0.2747 (0.2834) loss_cl: -0.2786 (-0.2789) time: 0.7510 data: 0.0004 max mem: 29860 [19:52:38.617238] Epoch: [165] [ 160/2904] eta: 0:39:56 lr: 0.002243 loss: 0.1888 (0.1951) loss_rec_all: 0.2150 (0.2210) loss_rec_sfr: 0.2796 (0.2844) loss_cl: -0.2795 (-0.2790) time: 0.7487 data: 0.0003 max mem: 29860 [19:52:53.574962] Epoch: [165] [ 180/2904] eta: 0:39:01 lr: 0.002243 loss: 0.1878 (0.1960) loss_rec_all: 0.2137 (0.2219) loss_rec_sfr: 0.2709 (0.2860) loss_cl: -0.2792 (-0.2790) time: 0.7478 data: 0.0003 max mem: 29860 [19:53:08.543299] Epoch: [165] [ 200/2904] eta: 0:38:14 lr: 0.002243 loss: 0.1860 (0.1956) loss_rec_all: 0.2123 (0.2215) loss_rec_sfr: 0.2453 (0.2849) loss_cl: -0.2791 (-0.2790) time: 0.7484 data: 0.0002 max mem: 29860 [19:53:23.494108] Epoch: [165] [ 220/2904] eta: 0:37:32 lr: 0.002243 loss: 0.1846 (0.1952) loss_rec_all: 0.2108 (0.2211) loss_rec_sfr: 0.2706 (0.2840) loss_cl: -0.2785 (-0.2790) time: 0.7475 data: 0.0003 max mem: 29860 [19:53:38.454814] Epoch: [165] [ 240/2904] eta: 0:36:55 lr: 0.002243 loss: 0.1913 (0.1953) loss_rec_all: 0.2175 (0.2212) loss_rec_sfr: 0.2648 (0.2841) loss_cl: -0.2783 (-0.2789) time: 0.7480 data: 0.0002 max mem: 29860 [19:53:53.415539] Epoch: [165] [ 260/2904] eta: 0:36:22 lr: 0.002243 loss: 0.1888 (0.1956) loss_rec_all: 0.2148 (0.2215) loss_rec_sfr: 0.2743 (0.2846) loss_cl: -0.2783 (-0.2789) time: 0.7479 data: 0.0003 max mem: 29860 [19:54:08.378038] Epoch: [165] [ 280/2904] eta: 0:35:51 lr: 0.002243 loss: 0.1866 (0.1959) loss_rec_all: 0.2128 (0.2217) loss_rec_sfr: 0.2746 (0.2856) loss_cl: -0.2794 (-0.2789) time: 0.7481 data: 0.0005 max mem: 29860 [19:54:23.347060] Epoch: [165] [ 300/2904] eta: 0:35:22 lr: 0.002243 loss: 0.1891 (0.1965) loss_rec_all: 0.2152 (0.2224) loss_rec_sfr: 0.2794 (0.2878) loss_cl: -0.2786 (-0.2789) time: 0.7483 data: 0.0004 max mem: 29860 [19:54:38.313768] Epoch: [165] [ 320/2904] eta: 0:34:55 lr: 0.002243 loss: 0.1859 (0.1962) loss_rec_all: 0.2119 (0.2221) loss_rec_sfr: 0.2710 (0.2869) loss_cl: -0.2793 (-0.2789) time: 0.7483 data: 0.0003 max mem: 29860 [19:54:53.238192] Epoch: [165] [ 340/2904] eta: 0:34:29 lr: 0.002243 loss: 0.1891 (0.1964) loss_rec_all: 0.2156 (0.2223) loss_rec_sfr: 0.2611 (0.2876) loss_cl: -0.2798 (-0.2789) time: 0.7462 data: 0.0003 max mem: 29860 [19:55:08.149639] Epoch: [165] [ 360/2904] eta: 0:34:04 lr: 0.002243 loss: 0.1877 (0.1962) loss_rec_all: 0.2140 (0.2221) loss_rec_sfr: 0.2660 (0.2868) loss_cl: -0.2790 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [19:55:23.060343] Epoch: [165] [ 380/2904] eta: 0:33:40 lr: 0.002243 loss: 0.1852 (0.1959) loss_rec_all: 0.2115 (0.2217) loss_rec_sfr: 0.2602 (0.2858) loss_cl: -0.2792 (-0.2789) time: 0.7455 data: 0.0003 max mem: 29860 [19:55:37.967836] Epoch: [165] [ 400/2904] eta: 0:33:18 lr: 0.002243 loss: 0.1832 (0.1963) loss_rec_all: 0.2094 (0.2222) loss_rec_sfr: 0.2809 (0.2880) loss_cl: -0.2792 (-0.2789) time: 0.7453 data: 0.0003 max mem: 29860 [19:55:52.885001] Epoch: [165] [ 420/2904] eta: 0:32:55 lr: 0.002243 loss: 0.1884 (0.1962) loss_rec_all: 0.2140 (0.2221) loss_rec_sfr: 0.2714 (0.2874) loss_cl: -0.2781 (-0.2789) time: 0.7458 data: 0.0003 max mem: 29860 [19:56:07.802525] Epoch: [165] [ 440/2904] eta: 0:32:34 lr: 0.002243 loss: 0.1866 (0.1961) loss_rec_all: 0.2130 (0.2220) loss_rec_sfr: 0.2685 (0.2869) loss_cl: -0.2791 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [19:56:22.722629] Epoch: [165] [ 460/2904] eta: 0:32:13 lr: 0.002243 loss: 0.1857 (0.1960) loss_rec_all: 0.2122 (0.2218) loss_rec_sfr: 0.2653 (0.2862) loss_cl: -0.2797 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [19:56:37.636202] Epoch: [165] [ 480/2904] eta: 0:31:53 lr: 0.002243 loss: 0.1856 (0.1958) loss_rec_all: 0.2117 (0.2216) loss_rec_sfr: 0.2736 (0.2857) loss_cl: -0.2788 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [19:56:52.558053] Epoch: [165] [ 500/2904] eta: 0:31:33 lr: 0.002243 loss: 0.1884 (0.1958) loss_rec_all: 0.2145 (0.2216) loss_rec_sfr: 0.2750 (0.2856) loss_cl: -0.2789 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [19:57:07.470617] Epoch: [165] [ 520/2904] eta: 0:31:13 lr: 0.002243 loss: 0.1849 (0.1958) loss_rec_all: 0.2108 (0.2217) loss_rec_sfr: 0.2772 (0.2859) loss_cl: -0.2785 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [19:57:22.383739] Epoch: [165] [ 540/2904] eta: 0:30:54 lr: 0.002243 loss: 0.1916 (0.1961) loss_rec_all: 0.2174 (0.2220) loss_rec_sfr: 0.2773 (0.2871) loss_cl: -0.2785 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [19:57:37.297126] Epoch: [165] [ 560/2904] eta: 0:30:35 lr: 0.002243 loss: 0.1834 (0.1961) loss_rec_all: 0.2096 (0.2220) loss_rec_sfr: 0.2793 (0.2873) loss_cl: -0.2798 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [19:57:52.208610] Epoch: [165] [ 580/2904] eta: 0:30:16 lr: 0.002243 loss: 0.1872 (0.1961) loss_rec_all: 0.2131 (0.2220) loss_rec_sfr: 0.2617 (0.2867) loss_cl: -0.2793 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [19:58:07.119932] Epoch: [165] [ 600/2904] eta: 0:29:58 lr: 0.002243 loss: 0.1851 (0.1960) loss_rec_all: 0.2109 (0.2218) loss_rec_sfr: 0.2667 (0.2862) loss_cl: -0.2796 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [19:58:22.031054] Epoch: [165] [ 620/2904] eta: 0:29:40 lr: 0.002243 loss: 0.1892 (0.1960) loss_rec_all: 0.2152 (0.2219) loss_rec_sfr: 0.2629 (0.2861) loss_cl: -0.2785 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [19:58:36.944650] Epoch: [165] [ 640/2904] eta: 0:29:22 lr: 0.002243 loss: 0.1861 (0.1962) loss_rec_all: 0.2124 (0.2221) loss_rec_sfr: 0.2840 (0.2870) loss_cl: -0.2788 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [19:58:51.854811] Epoch: [165] [ 660/2904] eta: 0:29:04 lr: 0.002243 loss: 0.1913 (0.1964) loss_rec_all: 0.2172 (0.2223) loss_rec_sfr: 0.2868 (0.2879) loss_cl: -0.2792 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [19:59:06.764429] Epoch: [165] [ 680/2904] eta: 0:28:46 lr: 0.002243 loss: 0.1895 (0.1965) loss_rec_all: 0.2152 (0.2224) loss_rec_sfr: 0.2838 (0.2884) loss_cl: -0.2790 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [19:59:21.674658] Epoch: [165] [ 700/2904] eta: 0:28:29 lr: 0.002243 loss: 0.1911 (0.1966) loss_rec_all: 0.2174 (0.2225) loss_rec_sfr: 0.2597 (0.2882) loss_cl: -0.2786 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [19:59:36.584311] Epoch: [165] [ 720/2904] eta: 0:28:11 lr: 0.002243 loss: 0.1837 (0.1964) loss_rec_all: 0.2096 (0.2222) loss_rec_sfr: 0.2660 (0.2874) loss_cl: -0.2795 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [19:59:51.493527] Epoch: [165] [ 740/2904] eta: 0:27:54 lr: 0.002243 loss: 0.1854 (0.1964) loss_rec_all: 0.2113 (0.2222) loss_rec_sfr: 0.2719 (0.2875) loss_cl: -0.2795 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [20:00:06.408418] Epoch: [165] [ 760/2904] eta: 0:27:37 lr: 0.002243 loss: 0.1867 (0.1965) loss_rec_all: 0.2125 (0.2224) loss_rec_sfr: 0.2796 (0.2882) loss_cl: -0.2781 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [20:00:21.324988] Epoch: [165] [ 780/2904] eta: 0:27:20 lr: 0.002243 loss: 0.1886 (0.1966) loss_rec_all: 0.2145 (0.2224) loss_rec_sfr: 0.2651 (0.2886) loss_cl: -0.2780 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [20:00:36.243883] Epoch: [165] [ 800/2904] eta: 0:27:03 lr: 0.002243 loss: 0.1839 (0.1964) loss_rec_all: 0.2102 (0.2223) loss_rec_sfr: 0.2681 (0.2881) loss_cl: -0.2799 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [20:00:51.160677] Epoch: [165] [ 820/2904] eta: 0:26:47 lr: 0.002243 loss: 0.1890 (0.1965) loss_rec_all: 0.2153 (0.2223) loss_rec_sfr: 0.2674 (0.2883) loss_cl: -0.2793 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [20:01:06.071935] Epoch: [165] [ 840/2904] eta: 0:26:30 lr: 0.002243 loss: 0.1886 (0.1966) loss_rec_all: 0.2147 (0.2225) loss_rec_sfr: 0.2653 (0.2887) loss_cl: -0.2787 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [20:01:20.984151] Epoch: [165] [ 860/2904] eta: 0:26:13 lr: 0.002243 loss: 0.1851 (0.1965) loss_rec_all: 0.2116 (0.2224) loss_rec_sfr: 0.2799 (0.2886) loss_cl: -0.2789 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [20:01:35.900985] Epoch: [165] [ 880/2904] eta: 0:25:57 lr: 0.002243 loss: 0.1846 (0.1963) loss_rec_all: 0.2107 (0.2222) loss_rec_sfr: 0.2670 (0.2881) loss_cl: -0.2784 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [20:01:50.812888] Epoch: [165] [ 900/2904] eta: 0:25:40 lr: 0.002243 loss: 0.1935 (0.1964) loss_rec_all: 0.2195 (0.2223) loss_rec_sfr: 0.2743 (0.2883) loss_cl: -0.2785 (-0.2789) time: 0.7455 data: 0.0003 max mem: 29860 [20:02:05.726190] Epoch: [165] [ 920/2904] eta: 0:25:24 lr: 0.002243 loss: 0.1854 (0.1962) loss_rec_all: 0.2117 (0.2221) loss_rec_sfr: 0.2694 (0.2879) loss_cl: -0.2789 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [20:02:20.636156] Epoch: [165] [ 940/2904] eta: 0:25:08 lr: 0.002243 loss: 0.1838 (0.1963) loss_rec_all: 0.2103 (0.2221) loss_rec_sfr: 0.2867 (0.2881) loss_cl: -0.2785 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [20:02:35.550972] Epoch: [165] [ 960/2904] eta: 0:24:51 lr: 0.002243 loss: 0.1874 (0.1962) loss_rec_all: 0.2133 (0.2221) loss_rec_sfr: 0.2753 (0.2882) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [20:02:50.463201] Epoch: [165] [ 980/2904] eta: 0:24:35 lr: 0.002243 loss: 0.1877 (0.1964) loss_rec_all: 0.2142 (0.2223) loss_rec_sfr: 0.2666 (0.2887) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [20:03:05.374365] Epoch: [165] [1000/2904] eta: 0:24:19 lr: 0.002242 loss: 0.1903 (0.1965) loss_rec_all: 0.2162 (0.2224) loss_rec_sfr: 0.2674 (0.2891) loss_cl: -0.2799 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [20:03:20.286322] Epoch: [165] [1020/2904] eta: 0:24:03 lr: 0.002242 loss: 0.1851 (0.1965) loss_rec_all: 0.2113 (0.2224) loss_rec_sfr: 0.2613 (0.2890) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [20:03:35.195723] Epoch: [165] [1040/2904] eta: 0:23:47 lr: 0.002242 loss: 0.1866 (0.1964) loss_rec_all: 0.2126 (0.2223) loss_rec_sfr: 0.2805 (0.2887) loss_cl: -0.2775 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [20:03:50.106614] Epoch: [165] [1060/2904] eta: 0:23:31 lr: 0.002242 loss: 0.1864 (0.1964) loss_rec_all: 0.2122 (0.2222) loss_rec_sfr: 0.2680 (0.2885) loss_cl: -0.2785 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [20:04:05.020091] Epoch: [165] [1080/2904] eta: 0:23:15 lr: 0.002242 loss: 0.1874 (0.1965) loss_rec_all: 0.2138 (0.2224) loss_rec_sfr: 0.2821 (0.2891) loss_cl: -0.2795 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [20:04:19.933094] Epoch: [165] [1100/2904] eta: 0:22:59 lr: 0.002242 loss: 0.1859 (0.1967) loss_rec_all: 0.2120 (0.2225) loss_rec_sfr: 0.2958 (0.2897) loss_cl: -0.2805 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [20:04:34.843210] Epoch: [165] [1120/2904] eta: 0:22:43 lr: 0.002242 loss: 0.1901 (0.1967) loss_rec_all: 0.2161 (0.2226) loss_rec_sfr: 0.2708 (0.2898) loss_cl: -0.2786 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [20:04:49.754356] Epoch: [165] [1140/2904] eta: 0:22:27 lr: 0.002242 loss: 0.1860 (0.1967) loss_rec_all: 0.2119 (0.2225) loss_rec_sfr: 0.2716 (0.2897) loss_cl: -0.2785 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [20:05:04.670916] Epoch: [165] [1160/2904] eta: 0:22:11 lr: 0.002242 loss: 0.1917 (0.1968) loss_rec_all: 0.2177 (0.2226) loss_rec_sfr: 0.2688 (0.2900) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [20:05:19.591358] Epoch: [165] [1180/2904] eta: 0:21:56 lr: 0.002242 loss: 0.1906 (0.1969) loss_rec_all: 0.2165 (0.2228) loss_rec_sfr: 0.2691 (0.2902) loss_cl: -0.2796 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [20:05:34.506270] Epoch: [165] [1200/2904] eta: 0:21:40 lr: 0.002242 loss: 0.1877 (0.1969) loss_rec_all: 0.2139 (0.2228) loss_rec_sfr: 0.2877 (0.2903) loss_cl: -0.2792 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [20:05:49.416421] Epoch: [165] [1220/2904] eta: 0:21:24 lr: 0.002242 loss: 0.1862 (0.1970) loss_rec_all: 0.2125 (0.2228) loss_rec_sfr: 0.2837 (0.2904) loss_cl: -0.2778 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [20:06:04.326427] Epoch: [165] [1240/2904] eta: 0:21:08 lr: 0.002242 loss: 0.1871 (0.1971) loss_rec_all: 0.2133 (0.2229) loss_rec_sfr: 0.2720 (0.2907) loss_cl: -0.2782 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [20:06:19.234288] Epoch: [165] [1260/2904] eta: 0:20:53 lr: 0.002242 loss: 0.1883 (0.1969) loss_rec_all: 0.2146 (0.2228) loss_rec_sfr: 0.2625 (0.2901) loss_cl: -0.2791 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [20:06:34.145120] Epoch: [165] [1280/2904] eta: 0:20:37 lr: 0.002242 loss: 0.1827 (0.1970) loss_rec_all: 0.2091 (0.2228) loss_rec_sfr: 0.2918 (0.2904) loss_cl: -0.2791 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [20:06:49.054313] Epoch: [165] [1300/2904] eta: 0:20:21 lr: 0.002242 loss: 0.1862 (0.1970) loss_rec_all: 0.2122 (0.2228) loss_rec_sfr: 0.2774 (0.2904) loss_cl: -0.2786 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [20:07:03.961586] Epoch: [165] [1320/2904] eta: 0:20:06 lr: 0.002242 loss: 0.1924 (0.1970) loss_rec_all: 0.2185 (0.2229) loss_rec_sfr: 0.2841 (0.2906) loss_cl: -0.2784 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [20:07:18.871528] Epoch: [165] [1340/2904] eta: 0:19:50 lr: 0.002242 loss: 0.1848 (0.1969) loss_rec_all: 0.2107 (0.2228) loss_rec_sfr: 0.2736 (0.2902) loss_cl: -0.2791 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [20:07:33.776038] Epoch: [165] [1360/2904] eta: 0:19:35 lr: 0.002242 loss: 0.1842 (0.1969) loss_rec_all: 0.2100 (0.2227) loss_rec_sfr: 0.2709 (0.2902) loss_cl: -0.2789 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [20:07:48.682449] Epoch: [165] [1380/2904] eta: 0:19:19 lr: 0.002242 loss: 0.1848 (0.1968) loss_rec_all: 0.2111 (0.2227) loss_rec_sfr: 0.2768 (0.2901) loss_cl: -0.2788 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [20:08:03.588673] Epoch: [165] [1400/2904] eta: 0:19:03 lr: 0.002242 loss: 0.1894 (0.1969) loss_rec_all: 0.2152 (0.2227) loss_rec_sfr: 0.2848 (0.2902) loss_cl: -0.2789 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [20:08:18.496603] Epoch: [165] [1420/2904] eta: 0:18:48 lr: 0.002242 loss: 0.1872 (0.1968) loss_rec_all: 0.2130 (0.2227) loss_rec_sfr: 0.2782 (0.2902) loss_cl: -0.2792 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [20:08:33.416929] Epoch: [165] [1440/2904] eta: 0:18:32 lr: 0.002242 loss: 0.1884 (0.1968) loss_rec_all: 0.2143 (0.2227) loss_rec_sfr: 0.2750 (0.2901) loss_cl: -0.2793 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [20:08:48.331512] Epoch: [165] [1460/2904] eta: 0:18:17 lr: 0.002242 loss: 0.1877 (0.1968) loss_rec_all: 0.2134 (0.2227) loss_rec_sfr: 0.2816 (0.2904) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [20:09:03.241199] Epoch: [165] [1480/2904] eta: 0:18:01 lr: 0.002242 loss: 0.1870 (0.1968) loss_rec_all: 0.2129 (0.2227) loss_rec_sfr: 0.2698 (0.2904) loss_cl: -0.2786 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [20:09:18.149335] Epoch: [165] [1500/2904] eta: 0:17:46 lr: 0.002242 loss: 0.1876 (0.1968) loss_rec_all: 0.2138 (0.2226) loss_rec_sfr: 0.2752 (0.2902) loss_cl: -0.2793 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [20:09:33.055801] Epoch: [165] [1520/2904] eta: 0:17:30 lr: 0.002242 loss: 0.1879 (0.1967) loss_rec_all: 0.2143 (0.2226) loss_rec_sfr: 0.2683 (0.2900) loss_cl: -0.2781 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [20:09:47.972260] Epoch: [165] [1540/2904] eta: 0:17:15 lr: 0.002242 loss: 0.1845 (0.1966) loss_rec_all: 0.2105 (0.2225) loss_rec_sfr: 0.2718 (0.2898) loss_cl: -0.2794 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [20:10:02.887776] Epoch: [165] [1560/2904] eta: 0:17:00 lr: 0.002242 loss: 0.1863 (0.1966) loss_rec_all: 0.2124 (0.2225) loss_rec_sfr: 0.2665 (0.2898) loss_cl: -0.2803 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [20:10:17.810042] Epoch: [165] [1580/2904] eta: 0:16:44 lr: 0.002242 loss: 0.1879 (0.1967) loss_rec_all: 0.2143 (0.2225) loss_rec_sfr: 0.2777 (0.2900) loss_cl: -0.2796 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [20:10:32.731868] Epoch: [165] [1600/2904] eta: 0:16:29 lr: 0.002242 loss: 0.1950 (0.1968) loss_rec_all: 0.2210 (0.2226) loss_rec_sfr: 0.2854 (0.2903) loss_cl: -0.2782 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [20:10:47.653695] Epoch: [165] [1620/2904] eta: 0:16:13 lr: 0.002242 loss: 0.1865 (0.1967) loss_rec_all: 0.2124 (0.2226) loss_rec_sfr: 0.2642 (0.2899) loss_cl: -0.2786 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [20:11:02.567186] Epoch: [165] [1640/2904] eta: 0:15:58 lr: 0.002242 loss: 0.1836 (0.1966) loss_rec_all: 0.2100 (0.2225) loss_rec_sfr: 0.2747 (0.2899) loss_cl: -0.2797 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [20:11:17.473772] Epoch: [165] [1660/2904] eta: 0:15:43 lr: 0.002242 loss: 0.1852 (0.1967) loss_rec_all: 0.2115 (0.2226) loss_rec_sfr: 0.2711 (0.2900) loss_cl: -0.2799 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [20:11:32.380481] Epoch: [165] [1680/2904] eta: 0:15:27 lr: 0.002242 loss: 0.1866 (0.1967) loss_rec_all: 0.2131 (0.2225) loss_rec_sfr: 0.2354 (0.2899) loss_cl: -0.2783 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [20:11:47.285807] Epoch: [165] [1700/2904] eta: 0:15:12 lr: 0.002242 loss: 0.1862 (0.1967) loss_rec_all: 0.2124 (0.2225) loss_rec_sfr: 0.2790 (0.2900) loss_cl: -0.2792 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [20:12:02.196555] Epoch: [165] [1720/2904] eta: 0:14:57 lr: 0.002242 loss: 0.1867 (0.1966) loss_rec_all: 0.2127 (0.2225) loss_rec_sfr: 0.2821 (0.2900) loss_cl: -0.2797 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [20:12:17.105044] Epoch: [165] [1740/2904] eta: 0:14:41 lr: 0.002242 loss: 0.1839 (0.1967) loss_rec_all: 0.2104 (0.2225) loss_rec_sfr: 0.2741 (0.2901) loss_cl: -0.2801 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [20:12:32.014938] Epoch: [165] [1760/2904] eta: 0:14:26 lr: 0.002242 loss: 0.1893 (0.1967) loss_rec_all: 0.2155 (0.2226) loss_rec_sfr: 0.2668 (0.2902) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [20:12:46.926236] Epoch: [165] [1780/2904] eta: 0:14:11 lr: 0.002242 loss: 0.1862 (0.1967) loss_rec_all: 0.2123 (0.2226) loss_rec_sfr: 0.2435 (0.2901) loss_cl: -0.2791 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [20:13:01.836109] Epoch: [165] [1800/2904] eta: 0:13:55 lr: 0.002242 loss: 0.1930 (0.1968) loss_rec_all: 0.2189 (0.2226) loss_rec_sfr: 0.2836 (0.2904) loss_cl: -0.2789 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [20:13:16.747358] Epoch: [165] [1820/2904] eta: 0:13:40 lr: 0.002242 loss: 0.1856 (0.1968) loss_rec_all: 0.2115 (0.2227) loss_rec_sfr: 0.2842 (0.2906) loss_cl: -0.2792 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [20:13:31.658035] Epoch: [165] [1840/2904] eta: 0:13:25 lr: 0.002242 loss: 0.1845 (0.1968) loss_rec_all: 0.2104 (0.2227) loss_rec_sfr: 0.2784 (0.2906) loss_cl: -0.2785 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [20:13:46.572744] Epoch: [165] [1860/2904] eta: 0:13:10 lr: 0.002242 loss: 0.1852 (0.1967) loss_rec_all: 0.2111 (0.2226) loss_rec_sfr: 0.2786 (0.2904) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [20:14:01.481089] Epoch: [165] [1880/2904] eta: 0:12:54 lr: 0.002242 loss: 0.1921 (0.1968) loss_rec_all: 0.2186 (0.2226) loss_rec_sfr: 0.2669 (0.2905) loss_cl: -0.2791 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [20:14:16.387086] Epoch: [165] [1900/2904] eta: 0:12:39 lr: 0.002242 loss: 0.1864 (0.1968) loss_rec_all: 0.2125 (0.2226) loss_rec_sfr: 0.2764 (0.2905) loss_cl: -0.2794 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [20:14:31.437691] Epoch: [165] [1920/2904] eta: 0:12:24 lr: 0.002242 loss: 0.1836 (0.1967) loss_rec_all: 0.2097 (0.2226) loss_rec_sfr: 0.2693 (0.2904) loss_cl: -0.2794 (-0.2788) time: 0.7525 data: 0.0002 max mem: 29860 [20:14:46.344356] Epoch: [165] [1940/2904] eta: 0:12:09 lr: 0.002242 loss: 0.1865 (0.1968) loss_rec_all: 0.2126 (0.2226) loss_rec_sfr: 0.2679 (0.2904) loss_cl: -0.2784 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [20:15:01.255227] Epoch: [165] [1960/2904] eta: 0:11:53 lr: 0.002242 loss: 0.1887 (0.1968) loss_rec_all: 0.2145 (0.2226) loss_rec_sfr: 0.2683 (0.2903) loss_cl: -0.2777 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [20:15:16.170863] Epoch: [165] [1980/2904] eta: 0:11:38 lr: 0.002242 loss: 0.1871 (0.1967) loss_rec_all: 0.2130 (0.2226) loss_rec_sfr: 0.2706 (0.2901) loss_cl: -0.2793 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [20:15:31.085985] Epoch: [165] [2000/2904] eta: 0:11:23 lr: 0.002242 loss: 0.1908 (0.1968) loss_rec_all: 0.2169 (0.2226) loss_rec_sfr: 0.2786 (0.2903) loss_cl: -0.2799 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [20:15:46.002326] Epoch: [165] [2020/2904] eta: 0:11:08 lr: 0.002242 loss: 0.1877 (0.1967) loss_rec_all: 0.2143 (0.2226) loss_rec_sfr: 0.2665 (0.2901) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [20:16:00.915364] Epoch: [165] [2040/2904] eta: 0:10:53 lr: 0.002242 loss: 0.1854 (0.1967) loss_rec_all: 0.2115 (0.2226) loss_rec_sfr: 0.2573 (0.2900) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [20:16:15.828162] Epoch: [165] [2060/2904] eta: 0:10:37 lr: 0.002242 loss: 0.1904 (0.1968) loss_rec_all: 0.2167 (0.2226) loss_rec_sfr: 0.2708 (0.2902) loss_cl: -0.2777 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [20:16:30.743959] Epoch: [165] [2080/2904] eta: 0:10:22 lr: 0.002242 loss: 0.1883 (0.1968) loss_rec_all: 0.2143 (0.2226) loss_rec_sfr: 0.2665 (0.2902) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [20:16:45.655335] Epoch: [165] [2100/2904] eta: 0:10:07 lr: 0.002242 loss: 0.1831 (0.1967) loss_rec_all: 0.2096 (0.2225) loss_rec_sfr: 0.2771 (0.2899) loss_cl: -0.2793 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [20:17:00.559900] Epoch: [165] [2120/2904] eta: 0:09:52 lr: 0.002242 loss: 0.1927 (0.1967) loss_rec_all: 0.2190 (0.2226) loss_rec_sfr: 0.2717 (0.2900) loss_cl: -0.2787 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [20:17:15.468561] Epoch: [165] [2140/2904] eta: 0:09:37 lr: 0.002242 loss: 0.1901 (0.1968) loss_rec_all: 0.2163 (0.2226) loss_rec_sfr: 0.2789 (0.2901) loss_cl: -0.2781 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [20:17:30.384688] Epoch: [165] [2160/2904] eta: 0:09:21 lr: 0.002242 loss: 0.1962 (0.1970) loss_rec_all: 0.2224 (0.2228) loss_rec_sfr: 0.2966 (0.2907) loss_cl: -0.2795 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [20:17:45.288987] Epoch: [165] [2180/2904] eta: 0:09:06 lr: 0.002241 loss: 0.1834 (0.1969) loss_rec_all: 0.2095 (0.2227) loss_rec_sfr: 0.2413 (0.2904) loss_cl: -0.2799 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [20:18:00.197669] Epoch: [165] [2200/2904] eta: 0:08:51 lr: 0.002241 loss: 0.1840 (0.1968) loss_rec_all: 0.2100 (0.2227) loss_rec_sfr: 0.2480 (0.2903) loss_cl: -0.2792 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [20:18:15.115789] Epoch: [165] [2220/2904] eta: 0:08:36 lr: 0.002241 loss: 0.1848 (0.1968) loss_rec_all: 0.2105 (0.2226) loss_rec_sfr: 0.2640 (0.2901) loss_cl: -0.2782 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [20:18:30.024390] Epoch: [165] [2240/2904] eta: 0:08:21 lr: 0.002241 loss: 0.1853 (0.1967) loss_rec_all: 0.2115 (0.2226) loss_rec_sfr: 0.2777 (0.2899) loss_cl: -0.2784 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [20:18:44.939127] Epoch: [165] [2260/2904] eta: 0:08:06 lr: 0.002241 loss: 0.1874 (0.1967) loss_rec_all: 0.2136 (0.2226) loss_rec_sfr: 0.2635 (0.2900) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [20:18:59.847977] Epoch: [165] [2280/2904] eta: 0:07:51 lr: 0.002241 loss: 0.1857 (0.1967) loss_rec_all: 0.2115 (0.2225) loss_rec_sfr: 0.2697 (0.2898) loss_cl: -0.2794 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [20:19:14.757109] Epoch: [165] [2300/2904] eta: 0:07:35 lr: 0.002241 loss: 0.1939 (0.1968) loss_rec_all: 0.2197 (0.2227) loss_rec_sfr: 0.2968 (0.2904) loss_cl: -0.2784 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [20:19:29.679674] Epoch: [165] [2320/2904] eta: 0:07:20 lr: 0.002241 loss: 0.1877 (0.1968) loss_rec_all: 0.2136 (0.2226) loss_rec_sfr: 0.2822 (0.2903) loss_cl: -0.2780 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [20:19:44.592535] Epoch: [165] [2340/2904] eta: 0:07:05 lr: 0.002241 loss: 0.1860 (0.1968) loss_rec_all: 0.2122 (0.2227) loss_rec_sfr: 0.2657 (0.2904) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [20:19:59.504831] Epoch: [165] [2360/2904] eta: 0:06:50 lr: 0.002241 loss: 0.1883 (0.1968) loss_rec_all: 0.2149 (0.2227) loss_rec_sfr: 0.2803 (0.2904) loss_cl: -0.2795 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [20:20:14.416827] Epoch: [165] [2380/2904] eta: 0:06:35 lr: 0.002241 loss: 0.1901 (0.1969) loss_rec_all: 0.2161 (0.2227) loss_rec_sfr: 0.2723 (0.2904) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [20:20:29.328381] Epoch: [165] [2400/2904] eta: 0:06:20 lr: 0.002241 loss: 0.1866 (0.1968) loss_rec_all: 0.2126 (0.2227) loss_rec_sfr: 0.2671 (0.2903) loss_cl: -0.2785 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [20:20:44.238530] Epoch: [165] [2420/2904] eta: 0:06:05 lr: 0.002241 loss: 0.1895 (0.1969) loss_rec_all: 0.2158 (0.2227) loss_rec_sfr: 0.2737 (0.2904) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [20:20:59.147041] Epoch: [165] [2440/2904] eta: 0:05:49 lr: 0.002241 loss: 0.1847 (0.1968) loss_rec_all: 0.2108 (0.2227) loss_rec_sfr: 0.2758 (0.2904) loss_cl: -0.2795 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [20:21:14.055722] Epoch: [165] [2460/2904] eta: 0:05:34 lr: 0.002241 loss: 0.1824 (0.1969) loss_rec_all: 0.2089 (0.2227) loss_rec_sfr: 0.2686 (0.2905) loss_cl: -0.2787 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [20:21:28.978439] Epoch: [165] [2480/2904] eta: 0:05:19 lr: 0.002241 loss: 0.1881 (0.1969) loss_rec_all: 0.2138 (0.2227) loss_rec_sfr: 0.2790 (0.2906) loss_cl: -0.2776 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [20:21:43.894821] Epoch: [165] [2500/2904] eta: 0:05:04 lr: 0.002241 loss: 0.1862 (0.1969) loss_rec_all: 0.2126 (0.2228) loss_rec_sfr: 0.2697 (0.2905) loss_cl: -0.2774 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [20:21:58.802842] Epoch: [165] [2520/2904] eta: 0:04:49 lr: 0.002241 loss: 0.1888 (0.1969) loss_rec_all: 0.2149 (0.2228) loss_rec_sfr: 0.2808 (0.2906) loss_cl: -0.2790 (-0.2788) time: 0.7453 data: 0.0004 max mem: 29860 [20:22:13.728296] Epoch: [165] [2540/2904] eta: 0:04:34 lr: 0.002241 loss: 0.1862 (0.1969) loss_rec_all: 0.2124 (0.2227) loss_rec_sfr: 0.2752 (0.2905) loss_cl: -0.2800 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [20:22:28.661983] Epoch: [165] [2560/2904] eta: 0:04:19 lr: 0.002241 loss: 0.1898 (0.1969) loss_rec_all: 0.2161 (0.2228) loss_rec_sfr: 0.2716 (0.2907) loss_cl: -0.2796 (-0.2788) time: 0.7466 data: 0.0003 max mem: 29860 [20:22:43.592411] Epoch: [165] [2580/2904] eta: 0:04:04 lr: 0.002241 loss: 0.1880 (0.1969) loss_rec_all: 0.2142 (0.2228) loss_rec_sfr: 0.2783 (0.2908) loss_cl: -0.2787 (-0.2788) time: 0.7465 data: 0.0003 max mem: 29860 [20:22:58.506287] Epoch: [165] [2600/2904] eta: 0:03:49 lr: 0.002241 loss: 0.1874 (0.1970) loss_rec_all: 0.2133 (0.2228) loss_rec_sfr: 0.2897 (0.2910) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [20:23:13.427211] Epoch: [165] [2620/2904] eta: 0:03:34 lr: 0.002241 loss: 0.1873 (0.1970) loss_rec_all: 0.2135 (0.2228) loss_rec_sfr: 0.2687 (0.2908) loss_cl: -0.2778 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [20:23:28.351184] Epoch: [165] [2640/2904] eta: 0:03:18 lr: 0.002241 loss: 0.1851 (0.1969) loss_rec_all: 0.2114 (0.2228) loss_rec_sfr: 0.2653 (0.2908) loss_cl: -0.2793 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [20:23:43.276776] Epoch: [165] [2660/2904] eta: 0:03:03 lr: 0.002241 loss: 0.1873 (0.1969) loss_rec_all: 0.2131 (0.2228) loss_rec_sfr: 0.2776 (0.2908) loss_cl: -0.2795 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [20:23:58.200512] Epoch: [165] [2680/2904] eta: 0:02:48 lr: 0.002241 loss: 0.1899 (0.1970) loss_rec_all: 0.2162 (0.2228) loss_rec_sfr: 0.2763 (0.2909) loss_cl: -0.2787 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [20:24:13.123186] Epoch: [165] [2700/2904] eta: 0:02:33 lr: 0.002241 loss: 0.1874 (0.1970) loss_rec_all: 0.2138 (0.2228) loss_rec_sfr: 0.2599 (0.2910) loss_cl: -0.2794 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [20:24:28.049769] Epoch: [165] [2720/2904] eta: 0:02:18 lr: 0.002241 loss: 0.1889 (0.1970) loss_rec_all: 0.2147 (0.2229) loss_rec_sfr: 0.2679 (0.2909) loss_cl: -0.2790 (-0.2788) time: 0.7463 data: 0.0003 max mem: 29860 [20:24:42.976503] Epoch: [165] [2740/2904] eta: 0:02:03 lr: 0.002241 loss: 0.1911 (0.1970) loss_rec_all: 0.2170 (0.2229) loss_rec_sfr: 0.2771 (0.2910) loss_cl: -0.2788 (-0.2788) time: 0.7463 data: 0.0003 max mem: 29860 [20:24:57.896365] Epoch: [165] [2760/2904] eta: 0:01:48 lr: 0.002241 loss: 0.1887 (0.1970) loss_rec_all: 0.2145 (0.2229) loss_rec_sfr: 0.2687 (0.2908) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [20:25:12.814392] Epoch: [165] [2780/2904] eta: 0:01:33 lr: 0.002241 loss: 0.1929 (0.1970) loss_rec_all: 0.2188 (0.2229) loss_rec_sfr: 0.2734 (0.2908) loss_cl: -0.2783 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [20:25:27.736561] Epoch: [165] [2800/2904] eta: 0:01:18 lr: 0.002241 loss: 0.1972 (0.1970) loss_rec_all: 0.2230 (0.2229) loss_rec_sfr: 0.2756 (0.2909) loss_cl: -0.2787 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [20:25:42.657488] Epoch: [165] [2820/2904] eta: 0:01:03 lr: 0.002241 loss: 0.1918 (0.1971) loss_rec_all: 0.2176 (0.2230) loss_rec_sfr: 0.2830 (0.2912) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [20:25:57.674736] Epoch: [165] [2840/2904] eta: 0:00:48 lr: 0.002241 loss: 0.1922 (0.1972) loss_rec_all: 0.2185 (0.2230) loss_rec_sfr: 0.2864 (0.2914) loss_cl: -0.2790 (-0.2788) time: 0.7508 data: 0.0056 max mem: 29860 [20:26:12.581038] Epoch: [165] [2860/2904] eta: 0:00:33 lr: 0.002241 loss: 0.1831 (0.1971) loss_rec_all: 0.2090 (0.2230) loss_rec_sfr: 0.2479 (0.2912) loss_cl: -0.2778 (-0.2788) time: 0.7453 data: 0.0001 max mem: 29860 [20:26:27.484290] Epoch: [165] [2880/2904] eta: 0:00:18 lr: 0.002241 loss: 0.1912 (0.1971) loss_rec_all: 0.2172 (0.2230) loss_rec_sfr: 0.2755 (0.2913) loss_cl: -0.2782 (-0.2788) time: 0.7451 data: 0.0001 max mem: 29860 [20:26:42.385671] Epoch: [165] [2900/2904] eta: 0:00:03 lr: 0.002241 loss: 0.1890 (0.1972) loss_rec_all: 0.2148 (0.2230) loss_rec_sfr: 0.2783 (0.2914) loss_cl: -0.2790 (-0.2788) time: 0.7450 data: 0.0001 max mem: 29860 [20:26:44.627931] Epoch: [165] [2903/2904] eta: 0:00:00 lr: 0.002241 loss: 0.1890 (0.1972) loss_rec_all: 0.2148 (0.2230) loss_rec_sfr: 0.2783 (0.2915) loss_cl: -0.2790 (-0.2788) time: 0.7451 data: 0.0001 max mem: 29860 [20:26:46.916689] Epoch: [165] Total time: 0:36:28 (0.7538 s / it) [20:26:46.920317] Averaged stats: lr: 0.002241 loss: 0.1890 (0.2001) loss_rec_all: 0.2148 (0.2236) loss_rec_sfr: 0.2783 (0.2933) loss_cl: -0.2790 (-0.2555) [20:26:46.926364] log_dir: ./checkpoint/VF2_ViT-B [20:27:04.701829] Epoch: [166] [ 0/2904] eta: 14:20:15 lr: 0.002241 loss: 0.1897 (0.1897) loss_rec_all: 0.2158 (0.2158) loss_rec_sfr: 0.2888 (0.2888) loss_cl: -0.2806 (-0.2806) time: 17.7740 data: 16.2552 max mem: 29860 [20:27:19.723648] Epoch: [166] [ 20/2904] eta: 1:15:03 lr: 0.002241 loss: 0.1890 (0.1946) loss_rec_all: 0.2154 (0.2207) loss_rec_sfr: 0.2595 (0.2759) loss_cl: -0.2801 (-0.2800) time: 0.7510 data: 0.0026 max mem: 29860 [20:27:34.676391] Epoch: [166] [ 40/2904] eta: 0:55:35 lr: 0.002241 loss: 0.1887 (0.1985) loss_rec_all: 0.2151 (0.2244) loss_rec_sfr: 0.2577 (0.2886) loss_cl: -0.2795 (-0.2797) time: 0.7476 data: 0.0003 max mem: 29860 [20:27:49.646624] Epoch: [166] [ 60/2904] eta: 0:48:43 lr: 0.002241 loss: 0.1873 (0.1983) loss_rec_all: 0.2128 (0.2242) loss_rec_sfr: 0.2816 (0.2940) loss_cl: -0.2774 (-0.2790) time: 0.7484 data: 0.0002 max mem: 29860 [20:28:04.599783] Epoch: [166] [ 80/2904] eta: 0:45:07 lr: 0.002241 loss: 0.1881 (0.1980) loss_rec_all: 0.2140 (0.2238) loss_rec_sfr: 0.2801 (0.2940) loss_cl: -0.2781 (-0.2788) time: 0.7476 data: 0.0003 max mem: 29860 [20:28:19.660954] Epoch: [166] [ 100/2904] eta: 0:42:54 lr: 0.002241 loss: 0.1855 (0.1985) loss_rec_all: 0.2118 (0.2243) loss_rec_sfr: 0.2717 (0.2945) loss_cl: -0.2784 (-0.2787) time: 0.7530 data: 0.0003 max mem: 29860 [20:28:34.648569] Epoch: [166] [ 120/2904] eta: 0:41:18 lr: 0.002241 loss: 0.1872 (0.1977) loss_rec_all: 0.2128 (0.2235) loss_rec_sfr: 0.2850 (0.2937) loss_cl: -0.2787 (-0.2787) time: 0.7493 data: 0.0003 max mem: 29860 [20:28:49.613009] Epoch: [166] [ 140/2904] eta: 0:40:04 lr: 0.002241 loss: 0.1878 (0.1961) loss_rec_all: 0.2141 (0.2219) loss_rec_sfr: 0.2420 (0.2873) loss_cl: -0.2796 (-0.2788) time: 0.7482 data: 0.0003 max mem: 29860 [20:29:04.606831] Epoch: [166] [ 160/2904] eta: 0:39:06 lr: 0.002241 loss: 0.1842 (0.1958) loss_rec_all: 0.2107 (0.2217) loss_rec_sfr: 0.2413 (0.2857) loss_cl: -0.2789 (-0.2788) time: 0.7496 data: 0.0003 max mem: 29860 [20:29:19.567727] Epoch: [166] [ 180/2904] eta: 0:38:17 lr: 0.002241 loss: 0.1869 (0.1961) loss_rec_all: 0.2128 (0.2220) loss_rec_sfr: 0.2836 (0.2876) loss_cl: -0.2787 (-0.2788) time: 0.7480 data: 0.0003 max mem: 29860 [20:29:34.536545] Epoch: [166] [ 200/2904] eta: 0:37:34 lr: 0.002241 loss: 0.1884 (0.1966) loss_rec_all: 0.2144 (0.2224) loss_rec_sfr: 0.2667 (0.2885) loss_cl: -0.2784 (-0.2787) time: 0.7484 data: 0.0003 max mem: 29860 [20:29:49.520062] Epoch: [166] [ 220/2904] eta: 0:36:57 lr: 0.002241 loss: 0.1847 (0.1956) loss_rec_all: 0.2105 (0.2215) loss_rec_sfr: 0.2664 (0.2857) loss_cl: -0.2790 (-0.2787) time: 0.7491 data: 0.0003 max mem: 29860 [20:30:04.498250] Epoch: [166] [ 240/2904] eta: 0:36:23 lr: 0.002241 loss: 0.1943 (0.1970) loss_rec_all: 0.2204 (0.2228) loss_rec_sfr: 0.2856 (0.2905) loss_cl: -0.2783 (-0.2787) time: 0.7489 data: 0.0003 max mem: 29860 [20:30:19.471846] Epoch: [166] [ 260/2904] eta: 0:35:52 lr: 0.002241 loss: 0.1855 (0.1966) loss_rec_all: 0.2113 (0.2224) loss_rec_sfr: 0.2753 (0.2895) loss_cl: -0.2781 (-0.2787) time: 0.7486 data: 0.0002 max mem: 29860 [20:30:34.454023] Epoch: [166] [ 280/2904] eta: 0:35:24 lr: 0.002241 loss: 0.1877 (0.1968) loss_rec_all: 0.2139 (0.2226) loss_rec_sfr: 0.2649 (0.2896) loss_cl: -0.2789 (-0.2787) time: 0.7491 data: 0.0003 max mem: 29860 [20:30:49.445362] Epoch: [166] [ 300/2904] eta: 0:34:57 lr: 0.002241 loss: 0.1873 (0.1969) loss_rec_all: 0.2134 (0.2227) loss_rec_sfr: 0.2547 (0.2898) loss_cl: -0.2799 (-0.2788) time: 0.7495 data: 0.0003 max mem: 29860 [20:31:04.415313] Epoch: [166] [ 320/2904] eta: 0:34:32 lr: 0.002241 loss: 0.1880 (0.1970) loss_rec_all: 0.2140 (0.2229) loss_rec_sfr: 0.2831 (0.2906) loss_cl: -0.2798 (-0.2788) time: 0.7484 data: 0.0003 max mem: 29860 [20:31:19.403512] Epoch: [166] [ 340/2904] eta: 0:34:08 lr: 0.002241 loss: 0.1897 (0.1969) loss_rec_all: 0.2158 (0.2227) loss_rec_sfr: 0.2724 (0.2903) loss_cl: -0.2788 (-0.2788) time: 0.7494 data: 0.0003 max mem: 29860 [20:31:34.408136] Epoch: [166] [ 360/2904] eta: 0:33:45 lr: 0.002241 loss: 0.1835 (0.1962) loss_rec_all: 0.2093 (0.2221) loss_rec_sfr: 0.2639 (0.2885) loss_cl: -0.2785 (-0.2788) time: 0.7502 data: 0.0002 max mem: 29860 [20:31:49.392747] Epoch: [166] [ 380/2904] eta: 0:33:23 lr: 0.002241 loss: 0.1865 (0.1963) loss_rec_all: 0.2130 (0.2222) loss_rec_sfr: 0.2810 (0.2890) loss_cl: -0.2790 (-0.2788) time: 0.7492 data: 0.0002 max mem: 29860 [20:32:04.380277] Epoch: [166] [ 400/2904] eta: 0:33:02 lr: 0.002241 loss: 0.1875 (0.1963) loss_rec_all: 0.2133 (0.2222) loss_rec_sfr: 0.2633 (0.2889) loss_cl: -0.2789 (-0.2788) time: 0.7493 data: 0.0003 max mem: 29860 [20:32:19.366448] Epoch: [166] [ 420/2904] eta: 0:32:41 lr: 0.002241 loss: 0.1872 (0.1967) loss_rec_all: 0.2134 (0.2225) loss_rec_sfr: 0.2636 (0.2896) loss_cl: -0.2780 (-0.2788) time: 0.7492 data: 0.0003 max mem: 29860 [20:32:34.356041] Epoch: [166] [ 440/2904] eta: 0:32:21 lr: 0.002241 loss: 0.1916 (0.1969) loss_rec_all: 0.2174 (0.2227) loss_rec_sfr: 0.2731 (0.2900) loss_cl: -0.2775 (-0.2787) time: 0.7494 data: 0.0003 max mem: 29860 [20:32:49.346899] Epoch: [166] [ 460/2904] eta: 0:32:01 lr: 0.002240 loss: 0.1840 (0.1968) loss_rec_all: 0.2103 (0.2226) loss_rec_sfr: 0.2845 (0.2903) loss_cl: -0.2786 (-0.2787) time: 0.7495 data: 0.0003 max mem: 29860 [20:33:04.339914] Epoch: [166] [ 480/2904] eta: 0:31:41 lr: 0.002240 loss: 0.1874 (0.1967) loss_rec_all: 0.2136 (0.2226) loss_rec_sfr: 0.2399 (0.2897) loss_cl: -0.2805 (-0.2788) time: 0.7496 data: 0.0003 max mem: 29860 [20:33:19.320594] Epoch: [166] [ 500/2904] eta: 0:31:22 lr: 0.002240 loss: 0.1846 (0.1967) loss_rec_all: 0.2110 (0.2225) loss_rec_sfr: 0.2778 (0.2898) loss_cl: -0.2795 (-0.2788) time: 0.7490 data: 0.0003 max mem: 29860 [20:33:34.312881] Epoch: [166] [ 520/2904] eta: 0:31:03 lr: 0.002240 loss: 0.1854 (0.1968) loss_rec_all: 0.2111 (0.2227) loss_rec_sfr: 0.2884 (0.2906) loss_cl: -0.2786 (-0.2788) time: 0.7496 data: 0.0003 max mem: 29860 [20:33:49.297094] Epoch: [166] [ 540/2904] eta: 0:30:45 lr: 0.002240 loss: 0.1910 (0.1971) loss_rec_all: 0.2168 (0.2229) loss_rec_sfr: 0.2752 (0.2915) loss_cl: -0.2784 (-0.2788) time: 0.7491 data: 0.0003 max mem: 29860 [20:34:04.293379] Epoch: [166] [ 560/2904] eta: 0:30:27 lr: 0.002240 loss: 0.1903 (0.1972) loss_rec_all: 0.2163 (0.2231) loss_rec_sfr: 0.2752 (0.2921) loss_cl: -0.2790 (-0.2788) time: 0.7498 data: 0.0003 max mem: 29860 [20:34:19.280584] Epoch: [166] [ 580/2904] eta: 0:30:09 lr: 0.002240 loss: 0.1891 (0.1972) loss_rec_all: 0.2152 (0.2230) loss_rec_sfr: 0.2727 (0.2920) loss_cl: -0.2784 (-0.2788) time: 0.7493 data: 0.0004 max mem: 29860 [20:34:34.240564] Epoch: [166] [ 600/2904] eta: 0:29:51 lr: 0.002240 loss: 0.1817 (0.1967) loss_rec_all: 0.2081 (0.2226) loss_rec_sfr: 0.2680 (0.2906) loss_cl: -0.2787 (-0.2788) time: 0.7479 data: 0.0003 max mem: 29860 [20:34:49.177682] Epoch: [166] [ 620/2904] eta: 0:29:33 lr: 0.002240 loss: 0.1873 (0.1967) loss_rec_all: 0.2132 (0.2225) loss_rec_sfr: 0.2704 (0.2904) loss_cl: -0.2789 (-0.2788) time: 0.7468 data: 0.0003 max mem: 29860 [20:35:04.093450] Epoch: [166] [ 640/2904] eta: 0:29:15 lr: 0.002240 loss: 0.1884 (0.1967) loss_rec_all: 0.2141 (0.2226) loss_rec_sfr: 0.2732 (0.2903) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [20:35:19.007448] Epoch: [166] [ 660/2904] eta: 0:28:58 lr: 0.002240 loss: 0.1919 (0.1970) loss_rec_all: 0.2176 (0.2228) loss_rec_sfr: 0.2715 (0.2910) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [20:35:33.923057] Epoch: [166] [ 680/2904] eta: 0:28:40 lr: 0.002240 loss: 0.1824 (0.1968) loss_rec_all: 0.2087 (0.2226) loss_rec_sfr: 0.2586 (0.2905) loss_cl: -0.2793 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [20:35:48.843065] Epoch: [166] [ 700/2904] eta: 0:28:23 lr: 0.002240 loss: 0.1884 (0.1969) loss_rec_all: 0.2142 (0.2227) loss_rec_sfr: 0.2812 (0.2911) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [20:36:03.765890] Epoch: [166] [ 720/2904] eta: 0:28:06 lr: 0.002240 loss: 0.1863 (0.1968) loss_rec_all: 0.2126 (0.2227) loss_rec_sfr: 0.2710 (0.2906) loss_cl: -0.2795 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [20:36:18.683679] Epoch: [166] [ 740/2904] eta: 0:27:49 lr: 0.002240 loss: 0.1946 (0.1971) loss_rec_all: 0.2207 (0.2229) loss_rec_sfr: 0.2719 (0.2916) loss_cl: -0.2799 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [20:36:33.603787] Epoch: [166] [ 760/2904] eta: 0:27:32 lr: 0.002240 loss: 0.1868 (0.1971) loss_rec_all: 0.2125 (0.2229) loss_rec_sfr: 0.2743 (0.2916) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [20:36:48.518929] Epoch: [166] [ 780/2904] eta: 0:27:15 lr: 0.002240 loss: 0.1879 (0.1971) loss_rec_all: 0.2141 (0.2230) loss_rec_sfr: 0.2675 (0.2914) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [20:37:03.432606] Epoch: [166] [ 800/2904] eta: 0:26:59 lr: 0.002240 loss: 0.1833 (0.1971) loss_rec_all: 0.2093 (0.2229) loss_rec_sfr: 0.2741 (0.2914) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [20:37:18.350466] Epoch: [166] [ 820/2904] eta: 0:26:42 lr: 0.002240 loss: 0.1835 (0.1969) loss_rec_all: 0.2094 (0.2227) loss_rec_sfr: 0.2756 (0.2909) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [20:37:33.267208] Epoch: [166] [ 840/2904] eta: 0:26:26 lr: 0.002240 loss: 0.1875 (0.1969) loss_rec_all: 0.2137 (0.2227) loss_rec_sfr: 0.2745 (0.2908) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0004 max mem: 29860 [20:37:48.181730] Epoch: [166] [ 860/2904] eta: 0:26:09 lr: 0.002240 loss: 0.1868 (0.1968) loss_rec_all: 0.2130 (0.2226) loss_rec_sfr: 0.2744 (0.2906) loss_cl: -0.2794 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [20:38:03.100890] Epoch: [166] [ 880/2904] eta: 0:25:53 lr: 0.002240 loss: 0.1872 (0.1969) loss_rec_all: 0.2131 (0.2227) loss_rec_sfr: 0.2809 (0.2909) loss_cl: -0.2782 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [20:38:18.010669] Epoch: [166] [ 900/2904] eta: 0:25:36 lr: 0.002240 loss: 0.1877 (0.1968) loss_rec_all: 0.2135 (0.2226) loss_rec_sfr: 0.2655 (0.2906) loss_cl: -0.2784 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [20:38:32.925566] Epoch: [166] [ 920/2904] eta: 0:25:20 lr: 0.002240 loss: 0.1883 (0.1969) loss_rec_all: 0.2143 (0.2227) loss_rec_sfr: 0.2645 (0.2906) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [20:38:47.840448] Epoch: [166] [ 940/2904] eta: 0:25:04 lr: 0.002240 loss: 0.1830 (0.1966) loss_rec_all: 0.2090 (0.2225) loss_rec_sfr: 0.2644 (0.2899) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [20:39:02.755393] Epoch: [166] [ 960/2904] eta: 0:24:48 lr: 0.002240 loss: 0.1853 (0.1965) loss_rec_all: 0.2116 (0.2224) loss_rec_sfr: 0.2627 (0.2897) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [20:39:17.667321] Epoch: [166] [ 980/2904] eta: 0:24:32 lr: 0.002240 loss: 0.1919 (0.1967) loss_rec_all: 0.2177 (0.2225) loss_rec_sfr: 0.2890 (0.2904) loss_cl: -0.2796 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [20:39:32.578893] Epoch: [166] [1000/2904] eta: 0:24:16 lr: 0.002240 loss: 0.1873 (0.1967) loss_rec_all: 0.2136 (0.2225) loss_rec_sfr: 0.2724 (0.2904) loss_cl: -0.2794 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [20:39:47.487980] Epoch: [166] [1020/2904] eta: 0:24:00 lr: 0.002240 loss: 0.1860 (0.1965) loss_rec_all: 0.2118 (0.2224) loss_rec_sfr: 0.2711 (0.2899) loss_cl: -0.2789 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [20:40:02.400696] Epoch: [166] [1040/2904] eta: 0:23:44 lr: 0.002240 loss: 0.1881 (0.1965) loss_rec_all: 0.2142 (0.2224) loss_rec_sfr: 0.2791 (0.2899) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [20:40:17.315654] Epoch: [166] [1060/2904] eta: 0:23:28 lr: 0.002240 loss: 0.1853 (0.1964) loss_rec_all: 0.2112 (0.2223) loss_rec_sfr: 0.2660 (0.2897) loss_cl: -0.2796 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [20:40:32.234475] Epoch: [166] [1080/2904] eta: 0:23:12 lr: 0.002240 loss: 0.1876 (0.1965) loss_rec_all: 0.2135 (0.2224) loss_rec_sfr: 0.2732 (0.2899) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [20:40:47.155009] Epoch: [166] [1100/2904] eta: 0:22:56 lr: 0.002240 loss: 0.1864 (0.1965) loss_rec_all: 0.2123 (0.2223) loss_rec_sfr: 0.2726 (0.2899) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [20:41:02.062506] Epoch: [166] [1120/2904] eta: 0:22:40 lr: 0.002240 loss: 0.1891 (0.1965) loss_rec_all: 0.2149 (0.2224) loss_rec_sfr: 0.2816 (0.2900) loss_cl: -0.2780 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [20:41:16.975461] Epoch: [166] [1140/2904] eta: 0:22:25 lr: 0.002240 loss: 0.1872 (0.1964) loss_rec_all: 0.2136 (0.2223) loss_rec_sfr: 0.2681 (0.2897) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [20:41:31.911408] Epoch: [166] [1160/2904] eta: 0:22:09 lr: 0.002240 loss: 0.1854 (0.1964) loss_rec_all: 0.2116 (0.2222) loss_rec_sfr: 0.2715 (0.2895) loss_cl: -0.2789 (-0.2788) time: 0.7467 data: 0.0003 max mem: 29860 [20:41:46.836171] Epoch: [166] [1180/2904] eta: 0:21:53 lr: 0.002240 loss: 0.1891 (0.1964) loss_rec_all: 0.2153 (0.2223) loss_rec_sfr: 0.2657 (0.2896) loss_cl: -0.2800 (-0.2788) time: 0.7462 data: 0.0004 max mem: 29860 [20:42:01.752582] Epoch: [166] [1200/2904] eta: 0:21:37 lr: 0.002240 loss: 0.1952 (0.1966) loss_rec_all: 0.2210 (0.2224) loss_rec_sfr: 0.2798 (0.2902) loss_cl: -0.2779 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [20:42:16.674967] Epoch: [166] [1220/2904] eta: 0:21:22 lr: 0.002240 loss: 0.1875 (0.1967) loss_rec_all: 0.2134 (0.2225) loss_rec_sfr: 0.2693 (0.2903) loss_cl: -0.2782 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [20:42:31.596837] Epoch: [166] [1240/2904] eta: 0:21:06 lr: 0.002240 loss: 0.1874 (0.1967) loss_rec_all: 0.2136 (0.2225) loss_rec_sfr: 0.2649 (0.2904) loss_cl: -0.2792 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [20:42:46.517497] Epoch: [166] [1260/2904] eta: 0:20:50 lr: 0.002240 loss: 0.1854 (0.1966) loss_rec_all: 0.2114 (0.2225) loss_rec_sfr: 0.2717 (0.2903) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [20:43:01.439256] Epoch: [166] [1280/2904] eta: 0:20:35 lr: 0.002240 loss: 0.1876 (0.1967) loss_rec_all: 0.2133 (0.2226) loss_rec_sfr: 0.2635 (0.2905) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [20:43:16.355385] Epoch: [166] [1300/2904] eta: 0:20:19 lr: 0.002240 loss: 0.1842 (0.1967) loss_rec_all: 0.2104 (0.2226) loss_rec_sfr: 0.2736 (0.2905) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [20:43:31.270455] Epoch: [166] [1320/2904] eta: 0:20:04 lr: 0.002240 loss: 0.1839 (0.1967) loss_rec_all: 0.2098 (0.2225) loss_rec_sfr: 0.2722 (0.2904) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [20:43:46.188410] Epoch: [166] [1340/2904] eta: 0:19:48 lr: 0.002240 loss: 0.1882 (0.1968) loss_rec_all: 0.2144 (0.2227) loss_rec_sfr: 0.2518 (0.2906) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [20:44:01.100977] Epoch: [166] [1360/2904] eta: 0:19:33 lr: 0.002240 loss: 0.1903 (0.1969) loss_rec_all: 0.2161 (0.2227) loss_rec_sfr: 0.2674 (0.2907) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [20:44:16.025028] Epoch: [166] [1380/2904] eta: 0:19:17 lr: 0.002240 loss: 0.1898 (0.1969) loss_rec_all: 0.2155 (0.2228) loss_rec_sfr: 0.2696 (0.2906) loss_cl: -0.2788 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [20:44:30.949236] Epoch: [166] [1400/2904] eta: 0:19:02 lr: 0.002240 loss: 0.1858 (0.1971) loss_rec_all: 0.2121 (0.2229) loss_rec_sfr: 0.2840 (0.2912) loss_cl: -0.2790 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [20:44:45.868744] Epoch: [166] [1420/2904] eta: 0:18:46 lr: 0.002240 loss: 0.1898 (0.1970) loss_rec_all: 0.2157 (0.2229) loss_rec_sfr: 0.2686 (0.2910) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [20:45:00.790095] Epoch: [166] [1440/2904] eta: 0:18:31 lr: 0.002240 loss: 0.1849 (0.1971) loss_rec_all: 0.2108 (0.2229) loss_rec_sfr: 0.2911 (0.2914) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [20:45:15.713871] Epoch: [166] [1460/2904] eta: 0:18:15 lr: 0.002240 loss: 0.1827 (0.1970) loss_rec_all: 0.2086 (0.2229) loss_rec_sfr: 0.2759 (0.2914) loss_cl: -0.2786 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [20:45:30.629263] Epoch: [166] [1480/2904] eta: 0:18:00 lr: 0.002240 loss: 0.1893 (0.1970) loss_rec_all: 0.2151 (0.2229) loss_rec_sfr: 0.2816 (0.2914) loss_cl: -0.2781 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [20:45:45.545747] Epoch: [166] [1500/2904] eta: 0:17:44 lr: 0.002240 loss: 0.1875 (0.1972) loss_rec_all: 0.2140 (0.2230) loss_rec_sfr: 0.2741 (0.2917) loss_cl: -0.2783 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [20:46:00.458784] Epoch: [166] [1520/2904] eta: 0:17:29 lr: 0.002240 loss: 0.1843 (0.1970) loss_rec_all: 0.2107 (0.2228) loss_rec_sfr: 0.2418 (0.2911) loss_cl: -0.2794 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [20:46:15.373894] Epoch: [166] [1540/2904] eta: 0:17:14 lr: 0.002240 loss: 0.1871 (0.1970) loss_rec_all: 0.2132 (0.2229) loss_rec_sfr: 0.2791 (0.2912) loss_cl: -0.2796 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [20:46:30.286344] Epoch: [166] [1560/2904] eta: 0:16:58 lr: 0.002240 loss: 0.1849 (0.1971) loss_rec_all: 0.2114 (0.2229) loss_rec_sfr: 0.2399 (0.2913) loss_cl: -0.2794 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [20:46:45.203185] Epoch: [166] [1580/2904] eta: 0:16:43 lr: 0.002240 loss: 0.1864 (0.1969) loss_rec_all: 0.2128 (0.2228) loss_rec_sfr: 0.2424 (0.2907) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [20:47:00.117750] Epoch: [166] [1600/2904] eta: 0:16:28 lr: 0.002240 loss: 0.1898 (0.1969) loss_rec_all: 0.2159 (0.2227) loss_rec_sfr: 0.2719 (0.2906) loss_cl: -0.2784 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [20:47:15.047369] Epoch: [166] [1620/2904] eta: 0:16:12 lr: 0.002240 loss: 0.1842 (0.1968) loss_rec_all: 0.2105 (0.2227) loss_rec_sfr: 0.2482 (0.2904) loss_cl: -0.2789 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [20:47:29.970040] Epoch: [166] [1640/2904] eta: 0:15:57 lr: 0.002239 loss: 0.1840 (0.1967) loss_rec_all: 0.2106 (0.2226) loss_rec_sfr: 0.2740 (0.2900) loss_cl: -0.2801 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [20:47:44.886063] Epoch: [166] [1660/2904] eta: 0:15:42 lr: 0.002239 loss: 0.1876 (0.1967) loss_rec_all: 0.2133 (0.2226) loss_rec_sfr: 0.2719 (0.2900) loss_cl: -0.2782 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [20:47:59.801849] Epoch: [166] [1680/2904] eta: 0:15:26 lr: 0.002239 loss: 0.1835 (0.1966) loss_rec_all: 0.2096 (0.2225) loss_rec_sfr: 0.2739 (0.2898) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [20:48:14.718528] Epoch: [166] [1700/2904] eta: 0:15:11 lr: 0.002239 loss: 0.1848 (0.1967) loss_rec_all: 0.2112 (0.2225) loss_rec_sfr: 0.2660 (0.2899) loss_cl: -0.2796 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [20:48:29.651960] Epoch: [166] [1720/2904] eta: 0:14:56 lr: 0.002239 loss: 0.1914 (0.1968) loss_rec_all: 0.2176 (0.2226) loss_rec_sfr: 0.2789 (0.2902) loss_cl: -0.2792 (-0.2788) time: 0.7466 data: 0.0003 max mem: 29860 [20:48:44.567206] Epoch: [166] [1740/2904] eta: 0:14:40 lr: 0.002239 loss: 0.1883 (0.1968) loss_rec_all: 0.2143 (0.2227) loss_rec_sfr: 0.2848 (0.2904) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [20:48:59.484065] Epoch: [166] [1760/2904] eta: 0:14:25 lr: 0.002239 loss: 0.1859 (0.1968) loss_rec_all: 0.2121 (0.2226) loss_rec_sfr: 0.2444 (0.2901) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [20:49:14.395710] Epoch: [166] [1780/2904] eta: 0:14:10 lr: 0.002239 loss: 0.1875 (0.1967) loss_rec_all: 0.2139 (0.2226) loss_rec_sfr: 0.2588 (0.2898) loss_cl: -0.2794 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [20:49:29.322242] Epoch: [166] [1800/2904] eta: 0:13:55 lr: 0.002239 loss: 0.1848 (0.1966) loss_rec_all: 0.2107 (0.2225) loss_rec_sfr: 0.2542 (0.2894) loss_cl: -0.2796 (-0.2788) time: 0.7463 data: 0.0003 max mem: 29860 [20:49:44.240565] Epoch: [166] [1820/2904] eta: 0:13:39 lr: 0.002239 loss: 0.1865 (0.1966) loss_rec_all: 0.2123 (0.2225) loss_rec_sfr: 0.2832 (0.2894) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [20:49:59.152459] Epoch: [166] [1840/2904] eta: 0:13:24 lr: 0.002239 loss: 0.1891 (0.1966) loss_rec_all: 0.2153 (0.2225) loss_rec_sfr: 0.2846 (0.2896) loss_cl: -0.2777 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [20:50:14.070759] Epoch: [166] [1860/2904] eta: 0:13:09 lr: 0.002239 loss: 0.1892 (0.1966) loss_rec_all: 0.2151 (0.2225) loss_rec_sfr: 0.2728 (0.2895) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [20:50:28.989117] Epoch: [166] [1880/2904] eta: 0:12:54 lr: 0.002239 loss: 0.1917 (0.1967) loss_rec_all: 0.2178 (0.2226) loss_rec_sfr: 0.2671 (0.2897) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [20:50:43.908646] Epoch: [166] [1900/2904] eta: 0:12:38 lr: 0.002239 loss: 0.1873 (0.1967) loss_rec_all: 0.2131 (0.2226) loss_rec_sfr: 0.2820 (0.2899) loss_cl: -0.2801 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [20:50:58.824137] Epoch: [166] [1920/2904] eta: 0:12:23 lr: 0.002239 loss: 0.1843 (0.1968) loss_rec_all: 0.2101 (0.2226) loss_rec_sfr: 0.2776 (0.2901) loss_cl: -0.2794 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [20:51:13.748708] Epoch: [166] [1940/2904] eta: 0:12:08 lr: 0.002239 loss: 0.1898 (0.1968) loss_rec_all: 0.2160 (0.2226) loss_rec_sfr: 0.2729 (0.2902) loss_cl: -0.2782 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [20:51:28.670775] Epoch: [166] [1960/2904] eta: 0:11:53 lr: 0.002239 loss: 0.1860 (0.1968) loss_rec_all: 0.2123 (0.2226) loss_rec_sfr: 0.2771 (0.2902) loss_cl: -0.2783 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [20:51:43.589798] Epoch: [166] [1980/2904] eta: 0:11:38 lr: 0.002239 loss: 0.1889 (0.1968) loss_rec_all: 0.2154 (0.2226) loss_rec_sfr: 0.2688 (0.2901) loss_cl: -0.2784 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [20:51:58.510556] Epoch: [166] [2000/2904] eta: 0:11:22 lr: 0.002239 loss: 0.1855 (0.1967) loss_rec_all: 0.2116 (0.2226) loss_rec_sfr: 0.2752 (0.2900) loss_cl: -0.2793 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [20:52:13.430856] Epoch: [166] [2020/2904] eta: 0:11:07 lr: 0.002239 loss: 0.1821 (0.1967) loss_rec_all: 0.2079 (0.2225) loss_rec_sfr: 0.2725 (0.2899) loss_cl: -0.2799 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [20:52:28.347871] Epoch: [166] [2040/2904] eta: 0:10:52 lr: 0.002239 loss: 0.1874 (0.1966) loss_rec_all: 0.2135 (0.2225) loss_rec_sfr: 0.2761 (0.2897) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [20:52:43.264313] Epoch: [166] [2060/2904] eta: 0:10:37 lr: 0.002239 loss: 0.1893 (0.1967) loss_rec_all: 0.2153 (0.2225) loss_rec_sfr: 0.2681 (0.2898) loss_cl: -0.2775 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [20:52:58.177623] Epoch: [166] [2080/2904] eta: 0:10:22 lr: 0.002239 loss: 0.1859 (0.1967) loss_rec_all: 0.2118 (0.2225) loss_rec_sfr: 0.2672 (0.2897) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [20:53:13.090396] Epoch: [166] [2100/2904] eta: 0:10:06 lr: 0.002239 loss: 0.1891 (0.1967) loss_rec_all: 0.2151 (0.2225) loss_rec_sfr: 0.2838 (0.2899) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [20:53:28.002611] Epoch: [166] [2120/2904] eta: 0:09:51 lr: 0.002239 loss: 0.1860 (0.1967) loss_rec_all: 0.2119 (0.2226) loss_rec_sfr: 0.2643 (0.2900) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [20:53:42.914896] Epoch: [166] [2140/2904] eta: 0:09:36 lr: 0.002239 loss: 0.1858 (0.1966) loss_rec_all: 0.2119 (0.2225) loss_rec_sfr: 0.2704 (0.2899) loss_cl: -0.2795 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [20:53:57.827111] Epoch: [166] [2160/2904] eta: 0:09:21 lr: 0.002239 loss: 0.1892 (0.1967) loss_rec_all: 0.2151 (0.2225) loss_rec_sfr: 0.2661 (0.2899) loss_cl: -0.2795 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [20:54:12.741815] Epoch: [166] [2180/2904] eta: 0:09:06 lr: 0.002239 loss: 0.1878 (0.1967) loss_rec_all: 0.2137 (0.2225) loss_rec_sfr: 0.2764 (0.2901) loss_cl: -0.2793 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [20:54:27.651027] Epoch: [166] [2200/2904] eta: 0:08:51 lr: 0.002239 loss: 0.1858 (0.1966) loss_rec_all: 0.2120 (0.2224) loss_rec_sfr: 0.2317 (0.2897) loss_cl: -0.2780 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [20:54:42.562515] Epoch: [166] [2220/2904] eta: 0:08:36 lr: 0.002239 loss: 0.1845 (0.1966) loss_rec_all: 0.2108 (0.2224) loss_rec_sfr: 0.2685 (0.2896) loss_cl: -0.2777 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [20:54:57.474280] Epoch: [166] [2240/2904] eta: 0:08:20 lr: 0.002239 loss: 0.1889 (0.1966) loss_rec_all: 0.2151 (0.2224) loss_rec_sfr: 0.2682 (0.2895) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [20:55:12.388473] Epoch: [166] [2260/2904] eta: 0:08:05 lr: 0.002239 loss: 0.1890 (0.1966) loss_rec_all: 0.2151 (0.2225) loss_rec_sfr: 0.2817 (0.2898) loss_cl: -0.2797 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [20:55:27.301755] Epoch: [166] [2280/2904] eta: 0:07:50 lr: 0.002239 loss: 0.1862 (0.1967) loss_rec_all: 0.2120 (0.2225) loss_rec_sfr: 0.2805 (0.2899) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [20:55:42.214510] Epoch: [166] [2300/2904] eta: 0:07:35 lr: 0.002239 loss: 0.1867 (0.1966) loss_rec_all: 0.2124 (0.2224) loss_rec_sfr: 0.2634 (0.2897) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [20:55:57.171384] Epoch: [166] [2320/2904] eta: 0:07:20 lr: 0.002239 loss: 0.1878 (0.1966) loss_rec_all: 0.2142 (0.2224) loss_rec_sfr: 0.2533 (0.2896) loss_cl: -0.2784 (-0.2788) time: 0.7478 data: 0.0003 max mem: 29860 [20:56:12.130260] Epoch: [166] [2340/2904] eta: 0:07:05 lr: 0.002239 loss: 0.1874 (0.1966) loss_rec_all: 0.2133 (0.2224) loss_rec_sfr: 0.2692 (0.2895) loss_cl: -0.2786 (-0.2788) time: 0.7479 data: 0.0003 max mem: 29860 [20:56:27.109257] Epoch: [166] [2360/2904] eta: 0:06:50 lr: 0.002239 loss: 0.1872 (0.1966) loss_rec_all: 0.2134 (0.2225) loss_rec_sfr: 0.2833 (0.2897) loss_cl: -0.2787 (-0.2788) time: 0.7489 data: 0.0003 max mem: 29860 [20:56:42.074688] Epoch: [166] [2380/2904] eta: 0:06:35 lr: 0.002239 loss: 0.1850 (0.1966) loss_rec_all: 0.2114 (0.2224) loss_rec_sfr: 0.2620 (0.2895) loss_cl: -0.2784 (-0.2788) time: 0.7482 data: 0.0003 max mem: 29860 [20:56:57.032749] Epoch: [166] [2400/2904] eta: 0:06:19 lr: 0.002239 loss: 0.1868 (0.1966) loss_rec_all: 0.2124 (0.2224) loss_rec_sfr: 0.2723 (0.2895) loss_cl: -0.2786 (-0.2788) time: 0.7479 data: 0.0003 max mem: 29860 [20:57:11.959395] Epoch: [166] [2420/2904] eta: 0:06:04 lr: 0.002239 loss: 0.1850 (0.1966) loss_rec_all: 0.2113 (0.2225) loss_rec_sfr: 0.2663 (0.2894) loss_cl: -0.2801 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [20:57:26.882064] Epoch: [166] [2440/2904] eta: 0:05:49 lr: 0.002239 loss: 0.1935 (0.1967) loss_rec_all: 0.2197 (0.2225) loss_rec_sfr: 0.2810 (0.2897) loss_cl: -0.2802 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [20:57:41.808429] Epoch: [166] [2460/2904] eta: 0:05:34 lr: 0.002239 loss: 0.1879 (0.1966) loss_rec_all: 0.2141 (0.2225) loss_rec_sfr: 0.2834 (0.2897) loss_cl: -0.2791 (-0.2788) time: 0.7463 data: 0.0003 max mem: 29860 [20:57:56.731172] Epoch: [166] [2480/2904] eta: 0:05:19 lr: 0.002239 loss: 0.1845 (0.1966) loss_rec_all: 0.2109 (0.2224) loss_rec_sfr: 0.2379 (0.2894) loss_cl: -0.2785 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [20:58:11.665800] Epoch: [166] [2500/2904] eta: 0:05:04 lr: 0.002239 loss: 0.1832 (0.1966) loss_rec_all: 0.2098 (0.2224) loss_rec_sfr: 0.2600 (0.2892) loss_cl: -0.2789 (-0.2788) time: 0.7467 data: 0.0003 max mem: 29860 [20:58:26.597621] Epoch: [166] [2520/2904] eta: 0:04:49 lr: 0.002239 loss: 0.1844 (0.1966) loss_rec_all: 0.2103 (0.2224) loss_rec_sfr: 0.2490 (0.2892) loss_cl: -0.2791 (-0.2788) time: 0.7465 data: 0.0003 max mem: 29860 [20:58:41.530187] Epoch: [166] [2540/2904] eta: 0:04:34 lr: 0.002239 loss: 0.1846 (0.1965) loss_rec_all: 0.2104 (0.2224) loss_rec_sfr: 0.2716 (0.2892) loss_cl: -0.2790 (-0.2788) time: 0.7466 data: 0.0003 max mem: 29860 [20:58:56.459362] Epoch: [166] [2560/2904] eta: 0:04:19 lr: 0.002239 loss: 0.1832 (0.1965) loss_rec_all: 0.2095 (0.2224) loss_rec_sfr: 0.2775 (0.2892) loss_cl: -0.2792 (-0.2788) time: 0.7464 data: 0.0003 max mem: 29860 [20:59:11.395799] Epoch: [166] [2580/2904] eta: 0:04:04 lr: 0.002239 loss: 0.1882 (0.1966) loss_rec_all: 0.2141 (0.2224) loss_rec_sfr: 0.2666 (0.2893) loss_cl: -0.2789 (-0.2788) time: 0.7468 data: 0.0003 max mem: 29860 [20:59:26.325240] Epoch: [166] [2600/2904] eta: 0:03:48 lr: 0.002239 loss: 0.1870 (0.1965) loss_rec_all: 0.2129 (0.2224) loss_rec_sfr: 0.2643 (0.2892) loss_cl: -0.2801 (-0.2788) time: 0.7464 data: 0.0003 max mem: 29860 [20:59:41.259818] Epoch: [166] [2620/2904] eta: 0:03:33 lr: 0.002239 loss: 0.1904 (0.1966) loss_rec_all: 0.2166 (0.2225) loss_rec_sfr: 0.2765 (0.2896) loss_cl: -0.2787 (-0.2788) time: 0.7467 data: 0.0003 max mem: 29860 [20:59:56.185870] Epoch: [166] [2640/2904] eta: 0:03:18 lr: 0.002239 loss: 0.1852 (0.1966) loss_rec_all: 0.2112 (0.2225) loss_rec_sfr: 0.2820 (0.2895) loss_cl: -0.2791 (-0.2788) time: 0.7463 data: 0.0003 max mem: 29860 [21:00:11.110806] Epoch: [166] [2660/2904] eta: 0:03:03 lr: 0.002239 loss: 0.1883 (0.1966) loss_rec_all: 0.2141 (0.2225) loss_rec_sfr: 0.2725 (0.2896) loss_cl: -0.2783 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [21:00:26.038376] Epoch: [166] [2680/2904] eta: 0:02:48 lr: 0.002239 loss: 0.1824 (0.1966) loss_rec_all: 0.2081 (0.2224) loss_rec_sfr: 0.2612 (0.2895) loss_cl: -0.2786 (-0.2788) time: 0.7463 data: 0.0003 max mem: 29860 [21:00:40.957443] Epoch: [166] [2700/2904] eta: 0:02:33 lr: 0.002239 loss: 0.1901 (0.1966) loss_rec_all: 0.2160 (0.2225) loss_rec_sfr: 0.2814 (0.2896) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [21:00:55.881364] Epoch: [166] [2720/2904] eta: 0:02:18 lr: 0.002239 loss: 0.1859 (0.1966) loss_rec_all: 0.2122 (0.2225) loss_rec_sfr: 0.2855 (0.2897) loss_cl: -0.2797 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [21:01:10.803643] Epoch: [166] [2740/2904] eta: 0:02:03 lr: 0.002239 loss: 0.1907 (0.1967) loss_rec_all: 0.2165 (0.2225) loss_rec_sfr: 0.2629 (0.2898) loss_cl: -0.2787 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [21:01:25.727479] Epoch: [166] [2760/2904] eta: 0:01:48 lr: 0.002239 loss: 0.1871 (0.1967) loss_rec_all: 0.2131 (0.2226) loss_rec_sfr: 0.2811 (0.2899) loss_cl: -0.2782 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [21:01:40.654836] Epoch: [166] [2780/2904] eta: 0:01:33 lr: 0.002239 loss: 0.1843 (0.1967) loss_rec_all: 0.2101 (0.2226) loss_rec_sfr: 0.2748 (0.2901) loss_cl: -0.2779 (-0.2788) time: 0.7463 data: 0.0003 max mem: 29860 [21:01:55.570837] Epoch: [166] [2800/2904] eta: 0:01:18 lr: 0.002238 loss: 0.1850 (0.1968) loss_rec_all: 0.2111 (0.2226) loss_rec_sfr: 0.2662 (0.2901) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [21:02:10.490038] Epoch: [166] [2820/2904] eta: 0:01:03 lr: 0.002238 loss: 0.1887 (0.1968) loss_rec_all: 0.2145 (0.2226) loss_rec_sfr: 0.2713 (0.2902) loss_cl: -0.2794 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [21:02:25.453382] Epoch: [166] [2840/2904] eta: 0:00:48 lr: 0.002238 loss: 0.1874 (0.1968) loss_rec_all: 0.2134 (0.2226) loss_rec_sfr: 0.2688 (0.2901) loss_cl: -0.2794 (-0.2788) time: 0.7481 data: 0.0024 max mem: 29860 [21:02:40.357357] Epoch: [166] [2860/2904] eta: 0:00:33 lr: 0.002238 loss: 0.1941 (0.1968) loss_rec_all: 0.2203 (0.2227) loss_rec_sfr: 0.2736 (0.2903) loss_cl: -0.2802 (-0.2788) time: 0.7452 data: 0.0001 max mem: 29860 [21:02:55.267346] Epoch: [166] [2880/2904] eta: 0:00:18 lr: 0.002238 loss: 0.1913 (0.1969) loss_rec_all: 0.2173 (0.2227) loss_rec_sfr: 0.2857 (0.2905) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0001 max mem: 29860 [21:03:10.168559] Epoch: [166] [2900/2904] eta: 0:00:03 lr: 0.002238 loss: 0.1833 (0.1969) loss_rec_all: 0.2094 (0.2228) loss_rec_sfr: 0.2862 (0.2907) loss_cl: -0.2787 (-0.2788) time: 0.7450 data: 0.0001 max mem: 29860 [21:03:12.410351] Epoch: [166] [2903/2904] eta: 0:00:00 lr: 0.002238 loss: 0.1836 (0.1969) loss_rec_all: 0.2098 (0.2228) loss_rec_sfr: 0.2936 (0.2907) loss_cl: -0.2787 (-0.2788) time: 0.7449 data: 0.0001 max mem: 29860 [21:03:14.607240] Epoch: [166] Total time: 0:36:27 (0.7533 s / it) [21:03:14.609543] Averaged stats: lr: 0.002238 loss: 0.1836 (0.1997) loss_rec_all: 0.2098 (0.2232) loss_rec_sfr: 0.2936 (0.2920) loss_cl: -0.2787 (-0.2555) [21:03:14.622977] log_dir: ./checkpoint/VF2_ViT-B [21:03:32.241613] Epoch: [167] [ 0/2904] eta: 14:12:41 lr: 0.002238 loss: 0.1881 (0.1881) loss_rec_all: 0.2138 (0.2138) loss_rec_sfr: 0.2980 (0.2980) loss_cl: -0.2775 (-0.2775) time: 17.6176 data: 16.8858 max mem: 29860 [21:03:49.593779] Epoch: [167] [ 20/2904] eta: 1:20:02 lr: 0.002238 loss: 0.1872 (0.1962) loss_rec_all: 0.2129 (0.2219) loss_rec_sfr: 0.2787 (0.2972) loss_cl: -0.2782 (-0.2782) time: 0.8676 data: 0.0002 max mem: 29860 [21:04:04.548182] Epoch: [167] [ 40/2904] eta: 0:58:07 lr: 0.002238 loss: 0.1877 (0.2000) loss_rec_all: 0.2138 (0.2257) loss_rec_sfr: 0.2783 (0.3056) loss_cl: -0.2793 (-0.2788) time: 0.7477 data: 0.0003 max mem: 29860 [21:04:19.510561] Epoch: [167] [ 60/2904] eta: 0:50:25 lr: 0.002238 loss: 0.1878 (0.1997) loss_rec_all: 0.2138 (0.2255) loss_rec_sfr: 0.2720 (0.3008) loss_cl: -0.2784 (-0.2787) time: 0.7481 data: 0.0003 max mem: 29860 [21:04:34.514274] Epoch: [167] [ 80/2904] eta: 0:46:25 lr: 0.002238 loss: 0.1868 (0.1983) loss_rec_all: 0.2130 (0.2241) loss_rec_sfr: 0.2718 (0.2952) loss_cl: -0.2780 (-0.2785) time: 0.7501 data: 0.0003 max mem: 29860 [21:04:49.565379] Epoch: [167] [ 100/2904] eta: 0:43:55 lr: 0.002238 loss: 0.1862 (0.1969) loss_rec_all: 0.2124 (0.2227) loss_rec_sfr: 0.2703 (0.2924) loss_cl: -0.2786 (-0.2785) time: 0.7525 data: 0.0004 max mem: 29860 [21:05:04.596056] Epoch: [167] [ 120/2904] eta: 0:42:10 lr: 0.002238 loss: 0.1896 (0.1973) loss_rec_all: 0.2157 (0.2231) loss_rec_sfr: 0.2863 (0.2947) loss_cl: -0.2788 (-0.2786) time: 0.7515 data: 0.0004 max mem: 29860 [21:05:19.602447] Epoch: [167] [ 140/2904] eta: 0:40:49 lr: 0.002238 loss: 0.1873 (0.1969) loss_rec_all: 0.2130 (0.2227) loss_rec_sfr: 0.2451 (0.2925) loss_cl: -0.2782 (-0.2785) time: 0.7503 data: 0.0003 max mem: 29860 [21:05:34.602192] Epoch: [167] [ 160/2904] eta: 0:39:45 lr: 0.002238 loss: 0.1873 (0.1969) loss_rec_all: 0.2137 (0.2227) loss_rec_sfr: 0.2745 (0.2924) loss_cl: -0.2789 (-0.2785) time: 0.7499 data: 0.0003 max mem: 29860 [21:05:49.614569] Epoch: [167] [ 180/2904] eta: 0:38:52 lr: 0.002238 loss: 0.1882 (0.1967) loss_rec_all: 0.2140 (0.2225) loss_rec_sfr: 0.2586 (0.2903) loss_cl: -0.2798 (-0.2786) time: 0.7506 data: 0.0003 max mem: 29860 [21:06:04.619022] Epoch: [167] [ 200/2904] eta: 0:38:06 lr: 0.002238 loss: 0.1872 (0.1976) loss_rec_all: 0.2130 (0.2234) loss_rec_sfr: 0.2821 (0.2939) loss_cl: -0.2788 (-0.2787) time: 0.7502 data: 0.0003 max mem: 29860 [21:06:19.629460] Epoch: [167] [ 220/2904] eta: 0:37:26 lr: 0.002238 loss: 0.1866 (0.1975) loss_rec_all: 0.2128 (0.2233) loss_rec_sfr: 0.2690 (0.2932) loss_cl: -0.2785 (-0.2786) time: 0.7505 data: 0.0003 max mem: 29860 [21:06:34.618282] Epoch: [167] [ 240/2904] eta: 0:36:50 lr: 0.002238 loss: 0.1838 (0.1971) loss_rec_all: 0.2096 (0.2229) loss_rec_sfr: 0.2704 (0.2919) loss_cl: -0.2779 (-0.2786) time: 0.7494 data: 0.0003 max mem: 29860 [21:06:49.600309] Epoch: [167] [ 260/2904] eta: 0:36:17 lr: 0.002238 loss: 0.1845 (0.1972) loss_rec_all: 0.2104 (0.2230) loss_rec_sfr: 0.2748 (0.2924) loss_cl: -0.2790 (-0.2786) time: 0.7491 data: 0.0003 max mem: 29860 [21:07:04.574756] Epoch: [167] [ 280/2904] eta: 0:35:47 lr: 0.002238 loss: 0.1878 (0.1970) loss_rec_all: 0.2138 (0.2229) loss_rec_sfr: 0.2693 (0.2917) loss_cl: -0.2792 (-0.2786) time: 0.7487 data: 0.0003 max mem: 29860 [21:07:19.550537] Epoch: [167] [ 300/2904] eta: 0:35:18 lr: 0.002238 loss: 0.1879 (0.1976) loss_rec_all: 0.2135 (0.2234) loss_rec_sfr: 0.2824 (0.2935) loss_cl: -0.2778 (-0.2786) time: 0.7487 data: 0.0002 max mem: 29860 [21:07:34.477195] Epoch: [167] [ 320/2904] eta: 0:34:51 lr: 0.002238 loss: 0.1896 (0.1978) loss_rec_all: 0.2156 (0.2236) loss_rec_sfr: 0.2754 (0.2942) loss_cl: -0.2788 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [21:07:49.397708] Epoch: [167] [ 340/2904] eta: 0:34:25 lr: 0.002238 loss: 0.1839 (0.1977) loss_rec_all: 0.2099 (0.2235) loss_rec_sfr: 0.2829 (0.2946) loss_cl: -0.2794 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [21:08:04.342462] Epoch: [167] [ 360/2904] eta: 0:34:01 lr: 0.002238 loss: 0.1963 (0.1984) loss_rec_all: 0.2223 (0.2242) loss_rec_sfr: 0.2876 (0.2975) loss_cl: -0.2794 (-0.2787) time: 0.7472 data: 0.0002 max mem: 29860 [21:08:19.277690] Epoch: [167] [ 380/2904] eta: 0:33:38 lr: 0.002238 loss: 0.1900 (0.1986) loss_rec_all: 0.2162 (0.2244) loss_rec_sfr: 0.2711 (0.2975) loss_cl: -0.2781 (-0.2787) time: 0.7467 data: 0.0003 max mem: 29860 [21:08:34.207938] Epoch: [167] [ 400/2904] eta: 0:33:15 lr: 0.002238 loss: 0.1886 (0.1989) loss_rec_all: 0.2147 (0.2246) loss_rec_sfr: 0.2820 (0.2984) loss_cl: -0.2781 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [21:08:49.140973] Epoch: [167] [ 420/2904] eta: 0:32:53 lr: 0.002238 loss: 0.1837 (0.1987) loss_rec_all: 0.2095 (0.2245) loss_rec_sfr: 0.2846 (0.2982) loss_cl: -0.2782 (-0.2786) time: 0.7466 data: 0.0002 max mem: 29860 [21:09:04.070141] Epoch: [167] [ 440/2904] eta: 0:32:32 lr: 0.002238 loss: 0.1880 (0.1986) loss_rec_all: 0.2139 (0.2243) loss_rec_sfr: 0.2559 (0.2974) loss_cl: -0.2787 (-0.2786) time: 0.7464 data: 0.0002 max mem: 29860 [21:09:19.000937] Epoch: [167] [ 460/2904] eta: 0:32:11 lr: 0.002238 loss: 0.1845 (0.1985) loss_rec_all: 0.2107 (0.2243) loss_rec_sfr: 0.2320 (0.2968) loss_cl: -0.2788 (-0.2786) time: 0.7465 data: 0.0002 max mem: 29860 [21:09:33.929159] Epoch: [167] [ 480/2904] eta: 0:31:51 lr: 0.002238 loss: 0.1865 (0.1987) loss_rec_all: 0.2124 (0.2244) loss_rec_sfr: 0.2788 (0.2974) loss_cl: -0.2789 (-0.2786) time: 0.7464 data: 0.0002 max mem: 29860 [21:09:48.855055] Epoch: [167] [ 500/2904] eta: 0:31:31 lr: 0.002238 loss: 0.1857 (0.1985) loss_rec_all: 0.2114 (0.2243) loss_rec_sfr: 0.2766 (0.2972) loss_cl: -0.2781 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [21:10:03.776165] Epoch: [167] [ 520/2904] eta: 0:31:12 lr: 0.002238 loss: 0.1846 (0.1982) loss_rec_all: 0.2107 (0.2240) loss_rec_sfr: 0.2822 (0.2967) loss_cl: -0.2794 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [21:10:18.695690] Epoch: [167] [ 540/2904] eta: 0:30:52 lr: 0.002238 loss: 0.1883 (0.1982) loss_rec_all: 0.2142 (0.2239) loss_rec_sfr: 0.2670 (0.2962) loss_cl: -0.2797 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [21:10:33.618134] Epoch: [167] [ 560/2904] eta: 0:30:34 lr: 0.002238 loss: 0.1879 (0.1981) loss_rec_all: 0.2142 (0.2239) loss_rec_sfr: 0.2328 (0.2951) loss_cl: -0.2791 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [21:10:48.536661] Epoch: [167] [ 580/2904] eta: 0:30:15 lr: 0.002238 loss: 0.1915 (0.1984) loss_rec_all: 0.2172 (0.2242) loss_rec_sfr: 0.2931 (0.2964) loss_cl: -0.2780 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [21:11:03.457615] Epoch: [167] [ 600/2904] eta: 0:29:57 lr: 0.002238 loss: 0.1883 (0.1985) loss_rec_all: 0.2142 (0.2243) loss_rec_sfr: 0.2835 (0.2970) loss_cl: -0.2791 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [21:11:18.381944] Epoch: [167] [ 620/2904] eta: 0:29:39 lr: 0.002238 loss: 0.1880 (0.1985) loss_rec_all: 0.2138 (0.2243) loss_rec_sfr: 0.2779 (0.2969) loss_cl: -0.2785 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [21:11:33.310747] Epoch: [167] [ 640/2904] eta: 0:29:21 lr: 0.002238 loss: 0.1888 (0.1987) loss_rec_all: 0.2149 (0.2244) loss_rec_sfr: 0.2739 (0.2972) loss_cl: -0.2783 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [21:11:48.234726] Epoch: [167] [ 660/2904] eta: 0:29:03 lr: 0.002238 loss: 0.1833 (0.1984) loss_rec_all: 0.2094 (0.2242) loss_rec_sfr: 0.2751 (0.2968) loss_cl: -0.2790 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [21:12:03.163103] Epoch: [167] [ 680/2904] eta: 0:28:45 lr: 0.002238 loss: 0.1839 (0.1984) loss_rec_all: 0.2104 (0.2242) loss_rec_sfr: 0.2425 (0.2962) loss_cl: -0.2789 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [21:12:18.085378] Epoch: [167] [ 700/2904] eta: 0:28:28 lr: 0.002238 loss: 0.1852 (0.1984) loss_rec_all: 0.2117 (0.2242) loss_rec_sfr: 0.2663 (0.2963) loss_cl: -0.2791 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [21:12:33.005211] Epoch: [167] [ 720/2904] eta: 0:28:11 lr: 0.002238 loss: 0.1878 (0.1986) loss_rec_all: 0.2135 (0.2244) loss_rec_sfr: 0.2827 (0.2968) loss_cl: -0.2789 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [21:12:47.923966] Epoch: [167] [ 740/2904] eta: 0:27:54 lr: 0.002238 loss: 0.1943 (0.1989) loss_rec_all: 0.2202 (0.2247) loss_rec_sfr: 0.2692 (0.2975) loss_cl: -0.2787 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [21:13:02.850161] Epoch: [167] [ 760/2904] eta: 0:27:37 lr: 0.002238 loss: 0.1872 (0.1987) loss_rec_all: 0.2129 (0.2245) loss_rec_sfr: 0.2616 (0.2969) loss_cl: -0.2789 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [21:13:17.770398] Epoch: [167] [ 780/2904] eta: 0:27:20 lr: 0.002238 loss: 0.1898 (0.1989) loss_rec_all: 0.2159 (0.2247) loss_rec_sfr: 0.2636 (0.2972) loss_cl: -0.2792 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [21:13:32.694058] Epoch: [167] [ 800/2904] eta: 0:27:03 lr: 0.002238 loss: 0.1878 (0.1989) loss_rec_all: 0.2138 (0.2247) loss_rec_sfr: 0.2672 (0.2971) loss_cl: -0.2782 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [21:13:47.612319] Epoch: [167] [ 820/2904] eta: 0:26:46 lr: 0.002238 loss: 0.1890 (0.1991) loss_rec_all: 0.2149 (0.2248) loss_rec_sfr: 0.2737 (0.2977) loss_cl: -0.2790 (-0.2787) time: 0.7459 data: 0.0003 max mem: 29860 [21:14:02.534454] Epoch: [167] [ 840/2904] eta: 0:26:30 lr: 0.002238 loss: 0.1892 (0.1991) loss_rec_all: 0.2152 (0.2249) loss_rec_sfr: 0.2646 (0.2978) loss_cl: -0.2785 (-0.2787) time: 0.7461 data: 0.0003 max mem: 29860 [21:14:17.451995] Epoch: [167] [ 860/2904] eta: 0:26:13 lr: 0.002238 loss: 0.1883 (0.1990) loss_rec_all: 0.2147 (0.2248) loss_rec_sfr: 0.2682 (0.2973) loss_cl: -0.2783 (-0.2787) time: 0.7458 data: 0.0003 max mem: 29860 [21:14:32.371923] Epoch: [167] [ 880/2904] eta: 0:25:56 lr: 0.002238 loss: 0.1897 (0.1989) loss_rec_all: 0.2159 (0.2247) loss_rec_sfr: 0.2692 (0.2967) loss_cl: -0.2793 (-0.2787) time: 0.7460 data: 0.0003 max mem: 29860 [21:14:47.293918] Epoch: [167] [ 900/2904] eta: 0:25:40 lr: 0.002238 loss: 0.1922 (0.1990) loss_rec_all: 0.2183 (0.2248) loss_rec_sfr: 0.2692 (0.2966) loss_cl: -0.2785 (-0.2787) time: 0.7461 data: 0.0003 max mem: 29860 [21:15:02.212831] Epoch: [167] [ 920/2904] eta: 0:25:24 lr: 0.002238 loss: 0.1895 (0.1990) loss_rec_all: 0.2155 (0.2248) loss_rec_sfr: 0.2631 (0.2966) loss_cl: -0.2788 (-0.2787) time: 0.7459 data: 0.0003 max mem: 29860 [21:15:17.130623] Epoch: [167] [ 940/2904] eta: 0:25:07 lr: 0.002238 loss: 0.1845 (0.1989) loss_rec_all: 0.2109 (0.2247) loss_rec_sfr: 0.2402 (0.2962) loss_cl: -0.2789 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [21:15:32.052020] Epoch: [167] [ 960/2904] eta: 0:24:51 lr: 0.002238 loss: 0.1926 (0.1989) loss_rec_all: 0.2185 (0.2247) loss_rec_sfr: 0.2649 (0.2962) loss_cl: -0.2783 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [21:15:46.968140] Epoch: [167] [ 980/2904] eta: 0:24:35 lr: 0.002238 loss: 0.1833 (0.1988) loss_rec_all: 0.2096 (0.2246) loss_rec_sfr: 0.2371 (0.2958) loss_cl: -0.2789 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [21:16:01.891805] Epoch: [167] [1000/2904] eta: 0:24:19 lr: 0.002238 loss: 0.1887 (0.1988) loss_rec_all: 0.2145 (0.2246) loss_rec_sfr: 0.2776 (0.2960) loss_cl: -0.2788 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [21:16:16.806272] Epoch: [167] [1020/2904] eta: 0:24:03 lr: 0.002238 loss: 0.1874 (0.1988) loss_rec_all: 0.2131 (0.2246) loss_rec_sfr: 0.2809 (0.2959) loss_cl: -0.2784 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [21:16:31.726899] Epoch: [167] [1040/2904] eta: 0:23:47 lr: 0.002238 loss: 0.1886 (0.1987) loss_rec_all: 0.2148 (0.2245) loss_rec_sfr: 0.2593 (0.2957) loss_cl: -0.2796 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [21:16:46.653233] Epoch: [167] [1060/2904] eta: 0:23:31 lr: 0.002237 loss: 0.1858 (0.1987) loss_rec_all: 0.2119 (0.2245) loss_rec_sfr: 0.2601 (0.2957) loss_cl: -0.2795 (-0.2787) time: 0.7462 data: 0.0005 max mem: 29860 [21:17:01.585817] Epoch: [167] [1080/2904] eta: 0:23:15 lr: 0.002237 loss: 0.1858 (0.1987) loss_rec_all: 0.2121 (0.2245) loss_rec_sfr: 0.2719 (0.2955) loss_cl: -0.2790 (-0.2787) time: 0.7466 data: 0.0004 max mem: 29860 [21:17:16.498046] Epoch: [167] [1100/2904] eta: 0:22:59 lr: 0.002237 loss: 0.1869 (0.1987) loss_rec_all: 0.2129 (0.2245) loss_rec_sfr: 0.2607 (0.2954) loss_cl: -0.2786 (-0.2787) time: 0.7456 data: 0.0003 max mem: 29860 [21:17:31.410043] Epoch: [167] [1120/2904] eta: 0:22:43 lr: 0.002237 loss: 0.1904 (0.1988) loss_rec_all: 0.2169 (0.2246) loss_rec_sfr: 0.2773 (0.2957) loss_cl: -0.2783 (-0.2787) time: 0.7456 data: 0.0003 max mem: 29860 [21:17:46.330991] Epoch: [167] [1140/2904] eta: 0:22:27 lr: 0.002237 loss: 0.1869 (0.1988) loss_rec_all: 0.2128 (0.2246) loss_rec_sfr: 0.2801 (0.2958) loss_cl: -0.2788 (-0.2787) time: 0.7460 data: 0.0003 max mem: 29860 [21:18:01.267308] Epoch: [167] [1160/2904] eta: 0:22:11 lr: 0.002237 loss: 0.1894 (0.1987) loss_rec_all: 0.2156 (0.2245) loss_rec_sfr: 0.2653 (0.2956) loss_cl: -0.2790 (-0.2787) time: 0.7468 data: 0.0003 max mem: 29860 [21:18:16.211977] Epoch: [167] [1180/2904] eta: 0:21:56 lr: 0.002237 loss: 0.1862 (0.1987) loss_rec_all: 0.2121 (0.2245) loss_rec_sfr: 0.2848 (0.2957) loss_cl: -0.2787 (-0.2787) time: 0.7472 data: 0.0003 max mem: 29860 [21:18:31.157018] Epoch: [167] [1200/2904] eta: 0:21:40 lr: 0.002237 loss: 0.1906 (0.1986) loss_rec_all: 0.2162 (0.2244) loss_rec_sfr: 0.2667 (0.2951) loss_cl: -0.2778 (-0.2787) time: 0.7472 data: 0.0003 max mem: 29860 [21:18:46.092030] Epoch: [167] [1220/2904] eta: 0:21:24 lr: 0.002237 loss: 0.1937 (0.1986) loss_rec_all: 0.2198 (0.2244) loss_rec_sfr: 0.2672 (0.2950) loss_cl: -0.2787 (-0.2787) time: 0.7467 data: 0.0004 max mem: 29860 [21:19:01.024716] Epoch: [167] [1240/2904] eta: 0:21:08 lr: 0.002237 loss: 0.1857 (0.1985) loss_rec_all: 0.2121 (0.2244) loss_rec_sfr: 0.2357 (0.2946) loss_cl: -0.2790 (-0.2787) time: 0.7466 data: 0.0004 max mem: 29860 [21:19:15.959154] Epoch: [167] [1260/2904] eta: 0:20:53 lr: 0.002237 loss: 0.1882 (0.1985) loss_rec_all: 0.2142 (0.2243) loss_rec_sfr: 0.2648 (0.2942) loss_cl: -0.2791 (-0.2787) time: 0.7467 data: 0.0003 max mem: 29860 [21:19:30.866854] Epoch: [167] [1280/2904] eta: 0:20:37 lr: 0.002237 loss: 0.1847 (0.1984) loss_rec_all: 0.2105 (0.2242) loss_rec_sfr: 0.2903 (0.2943) loss_cl: -0.2785 (-0.2787) time: 0.7453 data: 0.0003 max mem: 29860 [21:19:45.787272] Epoch: [167] [1300/2904] eta: 0:20:21 lr: 0.002237 loss: 0.1876 (0.1984) loss_rec_all: 0.2134 (0.2242) loss_rec_sfr: 0.2718 (0.2942) loss_cl: -0.2787 (-0.2787) time: 0.7460 data: 0.0003 max mem: 29860 [21:20:00.688099] Epoch: [167] [1320/2904] eta: 0:20:06 lr: 0.002237 loss: 0.1854 (0.1984) loss_rec_all: 0.2112 (0.2242) loss_rec_sfr: 0.2599 (0.2942) loss_cl: -0.2792 (-0.2787) time: 0.7450 data: 0.0003 max mem: 29860 [21:20:15.591107] Epoch: [167] [1340/2904] eta: 0:19:50 lr: 0.002237 loss: 0.1897 (0.1984) loss_rec_all: 0.2159 (0.2242) loss_rec_sfr: 0.2652 (0.2939) loss_cl: -0.2782 (-0.2787) time: 0.7451 data: 0.0003 max mem: 29860 [21:20:30.492755] Epoch: [167] [1360/2904] eta: 0:19:35 lr: 0.002237 loss: 0.1870 (0.1984) loss_rec_all: 0.2129 (0.2242) loss_rec_sfr: 0.2722 (0.2939) loss_cl: -0.2790 (-0.2787) time: 0.7450 data: 0.0003 max mem: 29860 [21:20:45.393571] Epoch: [167] [1380/2904] eta: 0:19:19 lr: 0.002237 loss: 0.1873 (0.1983) loss_rec_all: 0.2130 (0.2241) loss_rec_sfr: 0.2753 (0.2938) loss_cl: -0.2801 (-0.2787) time: 0.7450 data: 0.0003 max mem: 29860 [21:21:00.297780] Epoch: [167] [1400/2904] eta: 0:19:03 lr: 0.002237 loss: 0.1866 (0.1982) loss_rec_all: 0.2130 (0.2240) loss_rec_sfr: 0.2704 (0.2934) loss_cl: -0.2789 (-0.2787) time: 0.7452 data: 0.0003 max mem: 29860 [21:21:15.203069] Epoch: [167] [1420/2904] eta: 0:18:48 lr: 0.002237 loss: 0.1833 (0.1981) loss_rec_all: 0.2093 (0.2239) loss_rec_sfr: 0.2710 (0.2931) loss_cl: -0.2784 (-0.2787) time: 0.7452 data: 0.0003 max mem: 29860 [21:21:30.102681] Epoch: [167] [1440/2904] eta: 0:18:32 lr: 0.002237 loss: 0.1834 (0.1980) loss_rec_all: 0.2095 (0.2238) loss_rec_sfr: 0.2639 (0.2929) loss_cl: -0.2779 (-0.2787) time: 0.7449 data: 0.0002 max mem: 29860 [21:21:45.001428] Epoch: [167] [1460/2904] eta: 0:18:17 lr: 0.002237 loss: 0.1864 (0.1980) loss_rec_all: 0.2129 (0.2238) loss_rec_sfr: 0.2797 (0.2929) loss_cl: -0.2793 (-0.2787) time: 0.7449 data: 0.0002 max mem: 29860 [21:21:59.903063] Epoch: [167] [1480/2904] eta: 0:18:01 lr: 0.002237 loss: 0.1875 (0.1980) loss_rec_all: 0.2136 (0.2238) loss_rec_sfr: 0.2627 (0.2926) loss_cl: -0.2798 (-0.2787) time: 0.7450 data: 0.0002 max mem: 29860 [21:22:14.806292] Epoch: [167] [1500/2904] eta: 0:17:46 lr: 0.002237 loss: 0.1856 (0.1980) loss_rec_all: 0.2118 (0.2238) loss_rec_sfr: 0.2742 (0.2927) loss_cl: -0.2778 (-0.2787) time: 0.7451 data: 0.0003 max mem: 29860 [21:22:29.712504] Epoch: [167] [1520/2904] eta: 0:17:30 lr: 0.002237 loss: 0.1869 (0.1981) loss_rec_all: 0.2126 (0.2239) loss_rec_sfr: 0.2762 (0.2931) loss_cl: -0.2783 (-0.2787) time: 0.7453 data: 0.0003 max mem: 29860 [21:22:44.614982] Epoch: [167] [1540/2904] eta: 0:17:15 lr: 0.002237 loss: 0.1879 (0.1981) loss_rec_all: 0.2138 (0.2239) loss_rec_sfr: 0.2779 (0.2933) loss_cl: -0.2791 (-0.2787) time: 0.7451 data: 0.0003 max mem: 29860 [21:22:59.515874] Epoch: [167] [1560/2904] eta: 0:17:00 lr: 0.002237 loss: 0.1882 (0.1982) loss_rec_all: 0.2141 (0.2240) loss_rec_sfr: 0.2752 (0.2936) loss_cl: -0.2787 (-0.2787) time: 0.7450 data: 0.0003 max mem: 29860 [21:23:14.419325] Epoch: [167] [1580/2904] eta: 0:16:44 lr: 0.002237 loss: 0.1906 (0.1983) loss_rec_all: 0.2165 (0.2241) loss_rec_sfr: 0.2877 (0.2939) loss_cl: -0.2788 (-0.2787) time: 0.7451 data: 0.0003 max mem: 29860 [21:23:29.326980] Epoch: [167] [1600/2904] eta: 0:16:29 lr: 0.002237 loss: 0.1852 (0.1982) loss_rec_all: 0.2116 (0.2240) loss_rec_sfr: 0.2847 (0.2938) loss_cl: -0.2791 (-0.2787) time: 0.7453 data: 0.0003 max mem: 29860 [21:23:44.229378] Epoch: [167] [1620/2904] eta: 0:16:13 lr: 0.002237 loss: 0.1847 (0.1981) loss_rec_all: 0.2109 (0.2239) loss_rec_sfr: 0.2742 (0.2936) loss_cl: -0.2786 (-0.2787) time: 0.7451 data: 0.0003 max mem: 29860 [21:23:59.135662] Epoch: [167] [1640/2904] eta: 0:15:58 lr: 0.002237 loss: 0.1888 (0.1982) loss_rec_all: 0.2145 (0.2240) loss_rec_sfr: 0.2750 (0.2940) loss_cl: -0.2779 (-0.2787) time: 0.7453 data: 0.0003 max mem: 29860 [21:24:14.039894] Epoch: [167] [1660/2904] eta: 0:15:43 lr: 0.002237 loss: 0.1853 (0.1982) loss_rec_all: 0.2113 (0.2240) loss_rec_sfr: 0.2678 (0.2938) loss_cl: -0.2783 (-0.2787) time: 0.7452 data: 0.0003 max mem: 29860 [21:24:28.942105] Epoch: [167] [1680/2904] eta: 0:15:27 lr: 0.002237 loss: 0.1897 (0.1982) loss_rec_all: 0.2155 (0.2240) loss_rec_sfr: 0.2653 (0.2939) loss_cl: -0.2799 (-0.2787) time: 0.7451 data: 0.0003 max mem: 29860 [21:24:43.854124] Epoch: [167] [1700/2904] eta: 0:15:12 lr: 0.002237 loss: 0.1823 (0.1981) loss_rec_all: 0.2087 (0.2239) loss_rec_sfr: 0.2779 (0.2935) loss_cl: -0.2794 (-0.2787) time: 0.7456 data: 0.0003 max mem: 29860 [21:24:58.762060] Epoch: [167] [1720/2904] eta: 0:14:57 lr: 0.002237 loss: 0.1839 (0.1980) loss_rec_all: 0.2099 (0.2238) loss_rec_sfr: 0.2767 (0.2934) loss_cl: -0.2781 (-0.2787) time: 0.7454 data: 0.0003 max mem: 29860 [21:25:13.668696] Epoch: [167] [1740/2904] eta: 0:14:41 lr: 0.002237 loss: 0.1920 (0.1982) loss_rec_all: 0.2180 (0.2240) loss_rec_sfr: 0.2901 (0.2941) loss_cl: -0.2779 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [21:25:28.578829] Epoch: [167] [1760/2904] eta: 0:14:26 lr: 0.002237 loss: 0.1856 (0.1981) loss_rec_all: 0.2115 (0.2239) loss_rec_sfr: 0.2798 (0.2939) loss_cl: -0.2790 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [21:25:43.488529] Epoch: [167] [1780/2904] eta: 0:14:11 lr: 0.002237 loss: 0.1851 (0.1980) loss_rec_all: 0.2111 (0.2238) loss_rec_sfr: 0.2697 (0.2936) loss_cl: -0.2792 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [21:25:58.394894] Epoch: [167] [1800/2904] eta: 0:13:55 lr: 0.002237 loss: 0.1872 (0.1981) loss_rec_all: 0.2132 (0.2239) loss_rec_sfr: 0.2724 (0.2939) loss_cl: -0.2796 (-0.2787) time: 0.7453 data: 0.0003 max mem: 29860 [21:26:13.300668] Epoch: [167] [1820/2904] eta: 0:13:40 lr: 0.002237 loss: 0.1870 (0.1981) loss_rec_all: 0.2132 (0.2239) loss_rec_sfr: 0.2695 (0.2939) loss_cl: -0.2785 (-0.2787) time: 0.7453 data: 0.0003 max mem: 29860 [21:26:28.211888] Epoch: [167] [1840/2904] eta: 0:13:25 lr: 0.002237 loss: 0.1867 (0.1980) loss_rec_all: 0.2125 (0.2238) loss_rec_sfr: 0.2679 (0.2936) loss_cl: -0.2782 (-0.2787) time: 0.7455 data: 0.0003 max mem: 29860 [21:26:43.119547] Epoch: [167] [1860/2904] eta: 0:13:10 lr: 0.002237 loss: 0.1862 (0.1980) loss_rec_all: 0.2125 (0.2238) loss_rec_sfr: 0.2752 (0.2934) loss_cl: -0.2787 (-0.2787) time: 0.7453 data: 0.0003 max mem: 29860 [21:26:58.030314] Epoch: [167] [1880/2904] eta: 0:12:54 lr: 0.002237 loss: 0.1881 (0.1980) loss_rec_all: 0.2143 (0.2238) loss_rec_sfr: 0.2644 (0.2934) loss_cl: -0.2791 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [21:27:12.936423] Epoch: [167] [1900/2904] eta: 0:12:39 lr: 0.002237 loss: 0.1884 (0.1980) loss_rec_all: 0.2141 (0.2238) loss_rec_sfr: 0.2864 (0.2935) loss_cl: -0.2782 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [21:27:27.845996] Epoch: [167] [1920/2904] eta: 0:12:24 lr: 0.002237 loss: 0.1868 (0.1980) loss_rec_all: 0.2133 (0.2238) loss_rec_sfr: 0.2725 (0.2935) loss_cl: -0.2784 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [21:27:42.750173] Epoch: [167] [1940/2904] eta: 0:12:09 lr: 0.002237 loss: 0.1897 (0.1979) loss_rec_all: 0.2156 (0.2237) loss_rec_sfr: 0.2660 (0.2934) loss_cl: -0.2791 (-0.2787) time: 0.7452 data: 0.0002 max mem: 29860 [21:27:57.653521] Epoch: [167] [1960/2904] eta: 0:11:53 lr: 0.002237 loss: 0.1862 (0.1979) loss_rec_all: 0.2126 (0.2237) loss_rec_sfr: 0.2672 (0.2932) loss_cl: -0.2801 (-0.2787) time: 0.7451 data: 0.0002 max mem: 29860 [21:28:12.557811] Epoch: [167] [1980/2904] eta: 0:11:38 lr: 0.002237 loss: 0.1860 (0.1979) loss_rec_all: 0.2119 (0.2237) loss_rec_sfr: 0.2616 (0.2933) loss_cl: -0.2798 (-0.2787) time: 0.7452 data: 0.0002 max mem: 29860 [21:28:27.462026] Epoch: [167] [2000/2904] eta: 0:11:23 lr: 0.002237 loss: 0.1882 (0.1979) loss_rec_all: 0.2142 (0.2237) loss_rec_sfr: 0.2699 (0.2932) loss_cl: -0.2784 (-0.2787) time: 0.7452 data: 0.0002 max mem: 29860 [21:28:42.368871] Epoch: [167] [2020/2904] eta: 0:11:08 lr: 0.002237 loss: 0.1880 (0.1980) loss_rec_all: 0.2140 (0.2238) loss_rec_sfr: 0.2875 (0.2936) loss_cl: -0.2779 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [21:28:57.274763] Epoch: [167] [2040/2904] eta: 0:10:52 lr: 0.002237 loss: 0.1835 (0.1979) loss_rec_all: 0.2099 (0.2237) loss_rec_sfr: 0.2726 (0.2934) loss_cl: -0.2781 (-0.2787) time: 0.7452 data: 0.0002 max mem: 29860 [21:29:12.187668] Epoch: [167] [2060/2904] eta: 0:10:37 lr: 0.002237 loss: 0.1883 (0.1979) loss_rec_all: 0.2143 (0.2237) loss_rec_sfr: 0.2717 (0.2933) loss_cl: -0.2794 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [21:29:27.098781] Epoch: [167] [2080/2904] eta: 0:10:22 lr: 0.002237 loss: 0.1881 (0.1979) loss_rec_all: 0.2141 (0.2238) loss_rec_sfr: 0.2764 (0.2935) loss_cl: -0.2785 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [21:29:42.010073] Epoch: [167] [2100/2904] eta: 0:10:07 lr: 0.002237 loss: 0.1905 (0.1980) loss_rec_all: 0.2165 (0.2238) loss_rec_sfr: 0.2708 (0.2934) loss_cl: -0.2783 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [21:29:56.923169] Epoch: [167] [2120/2904] eta: 0:09:52 lr: 0.002237 loss: 0.1868 (0.1979) loss_rec_all: 0.2126 (0.2237) loss_rec_sfr: 0.2761 (0.2933) loss_cl: -0.2785 (-0.2787) time: 0.7456 data: 0.0003 max mem: 29860 [21:30:11.834567] Epoch: [167] [2140/2904] eta: 0:09:37 lr: 0.002237 loss: 0.1893 (0.1979) loss_rec_all: 0.2154 (0.2238) loss_rec_sfr: 0.2774 (0.2934) loss_cl: -0.2795 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [21:30:26.743234] Epoch: [167] [2160/2904] eta: 0:09:21 lr: 0.002237 loss: 0.1870 (0.1979) loss_rec_all: 0.2129 (0.2237) loss_rec_sfr: 0.2746 (0.2934) loss_cl: -0.2799 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [21:30:41.654807] Epoch: [167] [2180/2904] eta: 0:09:06 lr: 0.002237 loss: 0.1855 (0.1978) loss_rec_all: 0.2114 (0.2236) loss_rec_sfr: 0.2644 (0.2931) loss_cl: -0.2794 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [21:30:56.567573] Epoch: [167] [2200/2904] eta: 0:08:51 lr: 0.002237 loss: 0.1890 (0.1979) loss_rec_all: 0.2148 (0.2237) loss_rec_sfr: 0.2764 (0.2933) loss_cl: -0.2785 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [21:31:11.480589] Epoch: [167] [2220/2904] eta: 0:08:36 lr: 0.002236 loss: 0.1851 (0.1978) loss_rec_all: 0.2115 (0.2236) loss_rec_sfr: 0.2409 (0.2930) loss_cl: -0.2784 (-0.2787) time: 0.7456 data: 0.0003 max mem: 29860 [21:31:26.390964] Epoch: [167] [2240/2904] eta: 0:08:21 lr: 0.002236 loss: 0.1885 (0.1978) loss_rec_all: 0.2143 (0.2236) loss_rec_sfr: 0.2718 (0.2930) loss_cl: -0.2795 (-0.2787) time: 0.7455 data: 0.0003 max mem: 29860 [21:31:41.308147] Epoch: [167] [2260/2904] eta: 0:08:06 lr: 0.002236 loss: 0.1881 (0.1978) loss_rec_all: 0.2142 (0.2236) loss_rec_sfr: 0.2746 (0.2929) loss_cl: -0.2796 (-0.2787) time: 0.7458 data: 0.0003 max mem: 29860 [21:31:56.215420] Epoch: [167] [2280/2904] eta: 0:07:50 lr: 0.002236 loss: 0.1875 (0.1979) loss_rec_all: 0.2133 (0.2237) loss_rec_sfr: 0.2821 (0.2931) loss_cl: -0.2793 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [21:32:11.127277] Epoch: [167] [2300/2904] eta: 0:07:35 lr: 0.002236 loss: 0.1837 (0.1978) loss_rec_all: 0.2100 (0.2236) loss_rec_sfr: 0.2654 (0.2930) loss_cl: -0.2791 (-0.2787) time: 0.7455 data: 0.0004 max mem: 29860 [21:32:26.039112] Epoch: [167] [2320/2904] eta: 0:07:20 lr: 0.002236 loss: 0.1854 (0.1978) loss_rec_all: 0.2114 (0.2236) loss_rec_sfr: 0.2670 (0.2929) loss_cl: -0.2785 (-0.2787) time: 0.7455 data: 0.0003 max mem: 29860 [21:32:40.952019] Epoch: [167] [2340/2904] eta: 0:07:05 lr: 0.002236 loss: 0.1864 (0.1978) loss_rec_all: 0.2122 (0.2236) loss_rec_sfr: 0.2669 (0.2928) loss_cl: -0.2780 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [21:32:55.861019] Epoch: [167] [2360/2904] eta: 0:06:50 lr: 0.002236 loss: 0.1835 (0.1977) loss_rec_all: 0.2099 (0.2235) loss_rec_sfr: 0.2415 (0.2926) loss_cl: -0.2792 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [21:33:10.766200] Epoch: [167] [2380/2904] eta: 0:06:35 lr: 0.002236 loss: 0.1841 (0.1977) loss_rec_all: 0.2104 (0.2235) loss_rec_sfr: 0.2818 (0.2927) loss_cl: -0.2795 (-0.2787) time: 0.7452 data: 0.0002 max mem: 29860 [21:33:25.670730] Epoch: [167] [2400/2904] eta: 0:06:20 lr: 0.002236 loss: 0.1848 (0.1977) loss_rec_all: 0.2111 (0.2235) loss_rec_sfr: 0.2693 (0.2927) loss_cl: -0.2784 (-0.2787) time: 0.7452 data: 0.0002 max mem: 29860 [21:33:40.581602] Epoch: [167] [2420/2904] eta: 0:06:05 lr: 0.002236 loss: 0.1860 (0.1977) loss_rec_all: 0.2120 (0.2235) loss_rec_sfr: 0.2781 (0.2926) loss_cl: -0.2795 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [21:33:55.497370] Epoch: [167] [2440/2904] eta: 0:05:49 lr: 0.002236 loss: 0.1925 (0.1978) loss_rec_all: 0.2187 (0.2236) loss_rec_sfr: 0.2729 (0.2928) loss_cl: -0.2793 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [21:34:10.407864] Epoch: [167] [2460/2904] eta: 0:05:34 lr: 0.002236 loss: 0.1905 (0.1978) loss_rec_all: 0.2168 (0.2236) loss_rec_sfr: 0.2713 (0.2929) loss_cl: -0.2788 (-0.2787) time: 0.7455 data: 0.0003 max mem: 29860 [21:34:25.315754] Epoch: [167] [2480/2904] eta: 0:05:19 lr: 0.002236 loss: 0.1853 (0.1978) loss_rec_all: 0.2117 (0.2236) loss_rec_sfr: 0.2613 (0.2929) loss_cl: -0.2795 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [21:34:40.227120] Epoch: [167] [2500/2904] eta: 0:05:04 lr: 0.002236 loss: 0.1872 (0.1978) loss_rec_all: 0.2136 (0.2236) loss_rec_sfr: 0.2627 (0.2929) loss_cl: -0.2785 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [21:34:55.137319] Epoch: [167] [2520/2904] eta: 0:04:49 lr: 0.002236 loss: 0.1872 (0.1978) loss_rec_all: 0.2131 (0.2236) loss_rec_sfr: 0.2802 (0.2928) loss_cl: -0.2785 (-0.2787) time: 0.7455 data: 0.0003 max mem: 29860 [21:35:10.047475] Epoch: [167] [2540/2904] eta: 0:04:34 lr: 0.002236 loss: 0.1864 (0.1978) loss_rec_all: 0.2122 (0.2237) loss_rec_sfr: 0.2786 (0.2930) loss_cl: -0.2784 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [21:35:24.953140] Epoch: [167] [2560/2904] eta: 0:04:19 lr: 0.002236 loss: 0.1880 (0.1978) loss_rec_all: 0.2142 (0.2236) loss_rec_sfr: 0.2655 (0.2929) loss_cl: -0.2793 (-0.2787) time: 0.7452 data: 0.0002 max mem: 29860 [21:35:39.858058] Epoch: [167] [2580/2904] eta: 0:04:04 lr: 0.002236 loss: 0.1926 (0.1978) loss_rec_all: 0.2189 (0.2237) loss_rec_sfr: 0.2772 (0.2930) loss_cl: -0.2796 (-0.2788) time: 0.7452 data: 0.0003 max mem: 29860 [21:35:54.764127] Epoch: [167] [2600/2904] eta: 0:03:49 lr: 0.002236 loss: 0.1832 (0.1978) loss_rec_all: 0.2091 (0.2236) loss_rec_sfr: 0.2690 (0.2928) loss_cl: -0.2794 (-0.2788) time: 0.7452 data: 0.0003 max mem: 29860 [21:36:09.669722] Epoch: [167] [2620/2904] eta: 0:03:33 lr: 0.002236 loss: 0.1870 (0.1978) loss_rec_all: 0.2130 (0.2236) loss_rec_sfr: 0.2841 (0.2929) loss_cl: -0.2777 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [21:36:24.574941] Epoch: [167] [2640/2904] eta: 0:03:18 lr: 0.002236 loss: 0.1879 (0.1978) loss_rec_all: 0.2139 (0.2237) loss_rec_sfr: 0.2847 (0.2931) loss_cl: -0.2794 (-0.2788) time: 0.7452 data: 0.0003 max mem: 29860 [21:36:39.483335] Epoch: [167] [2660/2904] eta: 0:03:03 lr: 0.002236 loss: 0.1876 (0.1979) loss_rec_all: 0.2134 (0.2237) loss_rec_sfr: 0.2737 (0.2931) loss_cl: -0.2801 (-0.2788) time: 0.7454 data: 0.0004 max mem: 29860 [21:36:54.385637] Epoch: [167] [2680/2904] eta: 0:02:48 lr: 0.002236 loss: 0.1883 (0.1979) loss_rec_all: 0.2141 (0.2237) loss_rec_sfr: 0.2812 (0.2931) loss_cl: -0.2788 (-0.2788) time: 0.7451 data: 0.0003 max mem: 29860 [21:37:09.287828] Epoch: [167] [2700/2904] eta: 0:02:33 lr: 0.002236 loss: 0.1891 (0.1979) loss_rec_all: 0.2148 (0.2237) loss_rec_sfr: 0.2802 (0.2933) loss_cl: -0.2787 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [21:37:24.190937] Epoch: [167] [2720/2904] eta: 0:02:18 lr: 0.002236 loss: 0.1939 (0.1980) loss_rec_all: 0.2199 (0.2238) loss_rec_sfr: 0.2845 (0.2936) loss_cl: -0.2786 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [21:37:39.110022] Epoch: [167] [2740/2904] eta: 0:02:03 lr: 0.002236 loss: 0.1886 (0.1980) loss_rec_all: 0.2148 (0.2238) loss_rec_sfr: 0.2754 (0.2935) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [21:37:54.029988] Epoch: [167] [2760/2904] eta: 0:01:48 lr: 0.002236 loss: 0.1871 (0.1980) loss_rec_all: 0.2133 (0.2238) loss_rec_sfr: 0.2849 (0.2936) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [21:38:08.943560] Epoch: [167] [2780/2904] eta: 0:01:33 lr: 0.002236 loss: 0.1844 (0.1980) loss_rec_all: 0.2109 (0.2238) loss_rec_sfr: 0.2797 (0.2938) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [21:38:23.853972] Epoch: [167] [2800/2904] eta: 0:01:18 lr: 0.002236 loss: 0.1877 (0.1980) loss_rec_all: 0.2137 (0.2238) loss_rec_sfr: 0.2756 (0.2938) loss_cl: -0.2781 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [21:38:38.764539] Epoch: [167] [2820/2904] eta: 0:01:03 lr: 0.002236 loss: 0.1891 (0.1980) loss_rec_all: 0.2149 (0.2238) loss_rec_sfr: 0.2699 (0.2937) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [21:38:53.749963] Epoch: [167] [2840/2904] eta: 0:00:48 lr: 0.002236 loss: 0.1927 (0.1980) loss_rec_all: 0.2182 (0.2239) loss_rec_sfr: 0.2657 (0.2938) loss_cl: -0.2782 (-0.2788) time: 0.7492 data: 0.0035 max mem: 29860 [21:39:08.649442] Epoch: [167] [2860/2904] eta: 0:00:33 lr: 0.002236 loss: 0.1852 (0.1980) loss_rec_all: 0.2117 (0.2238) loss_rec_sfr: 0.2659 (0.2937) loss_cl: -0.2792 (-0.2788) time: 0.7449 data: 0.0001 max mem: 29860 [21:39:23.539727] Epoch: [167] [2880/2904] eta: 0:00:18 lr: 0.002236 loss: 0.1880 (0.1980) loss_rec_all: 0.2141 (0.2239) loss_rec_sfr: 0.2747 (0.2938) loss_cl: -0.2794 (-0.2788) time: 0.7445 data: 0.0001 max mem: 29860 [21:39:38.430524] Epoch: [167] [2900/2904] eta: 0:00:03 lr: 0.002236 loss: 0.1850 (0.1980) loss_rec_all: 0.2109 (0.2238) loss_rec_sfr: 0.2524 (0.2936) loss_cl: -0.2788 (-0.2788) time: 0.7445 data: 0.0001 max mem: 29860 [21:39:40.671515] Epoch: [167] [2903/2904] eta: 0:00:00 lr: 0.002236 loss: 0.1857 (0.1980) loss_rec_all: 0.2118 (0.2238) loss_rec_sfr: 0.2524 (0.2936) loss_cl: -0.2786 (-0.2788) time: 0.7446 data: 0.0001 max mem: 29860 [21:39:42.925078] Epoch: [167] Total time: 0:36:28 (0.7535 s / it) [21:39:42.936299] Averaged stats: lr: 0.002236 loss: 0.1857 (0.1999) loss_rec_all: 0.2118 (0.2234) loss_rec_sfr: 0.2524 (0.2930) loss_cl: -0.2786 (-0.2555) [21:39:42.943303] log_dir: ./checkpoint/VF2_ViT-B [21:40:02.821453] Epoch: [168] [ 0/2904] eta: 16:02:03 lr: 0.002236 loss: 0.1922 (0.1922) loss_rec_all: 0.2183 (0.2183) loss_rec_sfr: 0.2635 (0.2635) loss_cl: -0.2794 (-0.2794) time: 19.8771 data: 17.9043 max mem: 29860 [21:40:18.377932] Epoch: [168] [ 20/2904] eta: 1:21:05 lr: 0.002236 loss: 0.1877 (0.1958) loss_rec_all: 0.2135 (0.2217) loss_rec_sfr: 0.2712 (0.2817) loss_cl: -0.2791 (-0.2789) time: 0.7777 data: 0.0313 max mem: 29860 [21:40:33.297279] Epoch: [168] [ 40/2904] eta: 0:58:37 lr: 0.002236 loss: 0.1874 (0.1941) loss_rec_all: 0.2133 (0.2201) loss_rec_sfr: 0.2619 (0.2773) loss_cl: -0.2795 (-0.2792) time: 0.7459 data: 0.0006 max mem: 29860 [21:40:48.226675] Epoch: [168] [ 60/2904] eta: 0:50:43 lr: 0.002236 loss: 0.1869 (0.1946) loss_rec_all: 0.2131 (0.2206) loss_rec_sfr: 0.2705 (0.2796) loss_cl: -0.2796 (-0.2793) time: 0.7464 data: 0.0003 max mem: 29860 [21:41:03.213041] Epoch: [168] [ 80/2904] eta: 0:46:38 lr: 0.002236 loss: 0.1835 (0.1943) loss_rec_all: 0.2097 (0.2202) loss_rec_sfr: 0.2797 (0.2819) loss_cl: -0.2783 (-0.2791) time: 0.7493 data: 0.0004 max mem: 29860 [21:41:18.175681] Epoch: [168] [ 100/2904] eta: 0:44:03 lr: 0.002236 loss: 0.1914 (0.1962) loss_rec_all: 0.2175 (0.2221) loss_rec_sfr: 0.2747 (0.2889) loss_cl: -0.2780 (-0.2788) time: 0.7481 data: 0.0005 max mem: 29860 [21:41:33.167748] Epoch: [168] [ 120/2904] eta: 0:42:15 lr: 0.002236 loss: 0.1924 (0.1980) loss_rec_all: 0.2181 (0.2238) loss_rec_sfr: 0.2653 (0.2940) loss_cl: -0.2781 (-0.2787) time: 0.7496 data: 0.0004 max mem: 29860 [21:41:48.128596] Epoch: [168] [ 140/2904] eta: 0:40:53 lr: 0.002236 loss: 0.1848 (0.1973) loss_rec_all: 0.2108 (0.2231) loss_rec_sfr: 0.2679 (0.2912) loss_cl: -0.2791 (-0.2788) time: 0.7480 data: 0.0004 max mem: 29860 [21:42:03.084352] Epoch: [168] [ 160/2904] eta: 0:39:48 lr: 0.002236 loss: 0.1869 (0.1978) loss_rec_all: 0.2134 (0.2236) loss_rec_sfr: 0.2752 (0.2929) loss_cl: -0.2791 (-0.2788) time: 0.7477 data: 0.0004 max mem: 29860 [21:42:18.053932] Epoch: [168] [ 180/2904] eta: 0:38:54 lr: 0.002236 loss: 0.1866 (0.1979) loss_rec_all: 0.2123 (0.2237) loss_rec_sfr: 0.2852 (0.2936) loss_cl: -0.2785 (-0.2788) time: 0.7484 data: 0.0004 max mem: 29860 [21:42:33.050822] Epoch: [168] [ 200/2904] eta: 0:38:08 lr: 0.002236 loss: 0.1865 (0.1981) loss_rec_all: 0.2128 (0.2240) loss_rec_sfr: 0.2760 (0.2946) loss_cl: -0.2790 (-0.2788) time: 0.7498 data: 0.0003 max mem: 29860 [21:42:48.006859] Epoch: [168] [ 220/2904] eta: 0:37:27 lr: 0.002236 loss: 0.1869 (0.1976) loss_rec_all: 0.2127 (0.2234) loss_rec_sfr: 0.2346 (0.2920) loss_cl: -0.2775 (-0.2787) time: 0.7478 data: 0.0003 max mem: 29860 [21:43:02.981273] Epoch: [168] [ 240/2904] eta: 0:36:51 lr: 0.002236 loss: 0.1839 (0.1965) loss_rec_all: 0.2100 (0.2223) loss_rec_sfr: 0.2667 (0.2882) loss_cl: -0.2791 (-0.2788) time: 0.7487 data: 0.0003 max mem: 29860 [21:43:17.954760] Epoch: [168] [ 260/2904] eta: 0:36:17 lr: 0.002236 loss: 0.1903 (0.1968) loss_rec_all: 0.2164 (0.2226) loss_rec_sfr: 0.2833 (0.2895) loss_cl: -0.2783 (-0.2787) time: 0.7486 data: 0.0003 max mem: 29860 [21:43:32.922725] Epoch: [168] [ 280/2904] eta: 0:35:47 lr: 0.002236 loss: 0.1824 (0.1969) loss_rec_all: 0.2085 (0.2227) loss_rec_sfr: 0.2751 (0.2903) loss_cl: -0.2787 (-0.2787) time: 0.7484 data: 0.0003 max mem: 29860 [21:43:47.912872] Epoch: [168] [ 300/2904] eta: 0:35:19 lr: 0.002236 loss: 0.1841 (0.1963) loss_rec_all: 0.2103 (0.2221) loss_rec_sfr: 0.2747 (0.2888) loss_cl: -0.2795 (-0.2788) time: 0.7495 data: 0.0003 max mem: 29860 [21:44:02.892641] Epoch: [168] [ 320/2904] eta: 0:34:52 lr: 0.002236 loss: 0.1874 (0.1963) loss_rec_all: 0.2132 (0.2221) loss_rec_sfr: 0.2791 (0.2886) loss_cl: -0.2780 (-0.2787) time: 0.7489 data: 0.0003 max mem: 29860 [21:44:17.951766] Epoch: [168] [ 340/2904] eta: 0:34:27 lr: 0.002236 loss: 0.1860 (0.1969) loss_rec_all: 0.2124 (0.2227) loss_rec_sfr: 0.2780 (0.2906) loss_cl: -0.2781 (-0.2787) time: 0.7529 data: 0.0003 max mem: 29860 [21:44:32.918402] Epoch: [168] [ 360/2904] eta: 0:34:03 lr: 0.002236 loss: 0.1864 (0.1968) loss_rec_all: 0.2127 (0.2226) loss_rec_sfr: 0.2655 (0.2898) loss_cl: -0.2783 (-0.2787) time: 0.7483 data: 0.0002 max mem: 29860 [21:44:47.889751] Epoch: [168] [ 380/2904] eta: 0:33:40 lr: 0.002236 loss: 0.1864 (0.1969) loss_rec_all: 0.2128 (0.2228) loss_rec_sfr: 0.2650 (0.2897) loss_cl: -0.2786 (-0.2787) time: 0.7485 data: 0.0002 max mem: 29860 [21:45:02.875823] Epoch: [168] [ 400/2904] eta: 0:33:17 lr: 0.002236 loss: 0.1873 (0.1969) loss_rec_all: 0.2133 (0.2228) loss_rec_sfr: 0.2595 (0.2893) loss_cl: -0.2795 (-0.2787) time: 0.7493 data: 0.0002 max mem: 29860 [21:45:17.877575] Epoch: [168] [ 420/2904] eta: 0:32:56 lr: 0.002236 loss: 0.1824 (0.1964) loss_rec_all: 0.2083 (0.2223) loss_rec_sfr: 0.2608 (0.2879) loss_cl: -0.2800 (-0.2788) time: 0.7500 data: 0.0002 max mem: 29860 [21:45:32.882076] Epoch: [168] [ 440/2904] eta: 0:32:35 lr: 0.002236 loss: 0.1849 (0.1963) loss_rec_all: 0.2108 (0.2221) loss_rec_sfr: 0.2401 (0.2877) loss_cl: -0.2788 (-0.2787) time: 0.7502 data: 0.0002 max mem: 29860 [21:45:47.857338] Epoch: [168] [ 460/2904] eta: 0:32:14 lr: 0.002236 loss: 0.1872 (0.1966) loss_rec_all: 0.2134 (0.2225) loss_rec_sfr: 0.2716 (0.2887) loss_cl: -0.2783 (-0.2787) time: 0.7487 data: 0.0002 max mem: 29860 [21:46:02.842016] Epoch: [168] [ 480/2904] eta: 0:31:54 lr: 0.002235 loss: 0.1892 (0.1969) loss_rec_all: 0.2153 (0.2227) loss_rec_sfr: 0.2703 (0.2899) loss_cl: -0.2784 (-0.2787) time: 0.7492 data: 0.0003 max mem: 29860 [21:46:17.820087] Epoch: [168] [ 500/2904] eta: 0:31:34 lr: 0.002235 loss: 0.1866 (0.1972) loss_rec_all: 0.2125 (0.2230) loss_rec_sfr: 0.2719 (0.2909) loss_cl: -0.2792 (-0.2787) time: 0.7489 data: 0.0002 max mem: 29860 [21:46:32.793436] Epoch: [168] [ 520/2904] eta: 0:31:15 lr: 0.002235 loss: 0.1868 (0.1971) loss_rec_all: 0.2134 (0.2230) loss_rec_sfr: 0.2750 (0.2906) loss_cl: -0.2790 (-0.2787) time: 0.7486 data: 0.0003 max mem: 29860 [21:46:47.759141] Epoch: [168] [ 540/2904] eta: 0:30:56 lr: 0.002235 loss: 0.1953 (0.1974) loss_rec_all: 0.2215 (0.2232) loss_rec_sfr: 0.2767 (0.2914) loss_cl: -0.2789 (-0.2787) time: 0.7482 data: 0.0002 max mem: 29860 [21:47:02.698631] Epoch: [168] [ 560/2904] eta: 0:30:37 lr: 0.002235 loss: 0.1900 (0.1975) loss_rec_all: 0.2161 (0.2233) loss_rec_sfr: 0.2767 (0.2919) loss_cl: -0.2789 (-0.2787) time: 0.7469 data: 0.0002 max mem: 29860 [21:47:17.623087] Epoch: [168] [ 580/2904] eta: 0:30:18 lr: 0.002235 loss: 0.1880 (0.1973) loss_rec_all: 0.2136 (0.2232) loss_rec_sfr: 0.2426 (0.2914) loss_cl: -0.2779 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [21:47:32.545633] Epoch: [168] [ 600/2904] eta: 0:30:00 lr: 0.002235 loss: 0.1887 (0.1971) loss_rec_all: 0.2145 (0.2229) loss_rec_sfr: 0.2712 (0.2905) loss_cl: -0.2789 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [21:47:47.464352] Epoch: [168] [ 620/2904] eta: 0:29:41 lr: 0.002235 loss: 0.1856 (0.1971) loss_rec_all: 0.2117 (0.2229) loss_rec_sfr: 0.2660 (0.2903) loss_cl: -0.2793 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [21:48:02.384081] Epoch: [168] [ 640/2904] eta: 0:29:23 lr: 0.002235 loss: 0.1872 (0.1971) loss_rec_all: 0.2136 (0.2230) loss_rec_sfr: 0.2788 (0.2908) loss_cl: -0.2791 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [21:48:17.303069] Epoch: [168] [ 660/2904] eta: 0:29:06 lr: 0.002235 loss: 0.1867 (0.1970) loss_rec_all: 0.2126 (0.2229) loss_rec_sfr: 0.2705 (0.2908) loss_cl: -0.2782 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [21:48:32.229527] Epoch: [168] [ 680/2904] eta: 0:28:48 lr: 0.002235 loss: 0.1908 (0.1971) loss_rec_all: 0.2167 (0.2230) loss_rec_sfr: 0.2746 (0.2909) loss_cl: -0.2787 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [21:48:47.148973] Epoch: [168] [ 700/2904] eta: 0:28:30 lr: 0.002235 loss: 0.1854 (0.1969) loss_rec_all: 0.2117 (0.2228) loss_rec_sfr: 0.2695 (0.2903) loss_cl: -0.2787 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [21:49:02.063376] Epoch: [168] [ 720/2904] eta: 0:28:13 lr: 0.002235 loss: 0.1860 (0.1967) loss_rec_all: 0.2120 (0.2225) loss_rec_sfr: 0.2687 (0.2895) loss_cl: -0.2793 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [21:49:16.983912] Epoch: [168] [ 740/2904] eta: 0:27:56 lr: 0.002235 loss: 0.1842 (0.1966) loss_rec_all: 0.2105 (0.2224) loss_rec_sfr: 0.2707 (0.2892) loss_cl: -0.2791 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [21:49:31.907083] Epoch: [168] [ 760/2904] eta: 0:27:39 lr: 0.002235 loss: 0.1856 (0.1965) loss_rec_all: 0.2115 (0.2223) loss_rec_sfr: 0.2825 (0.2893) loss_cl: -0.2792 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [21:49:46.827422] Epoch: [168] [ 780/2904] eta: 0:27:22 lr: 0.002235 loss: 0.1857 (0.1964) loss_rec_all: 0.2121 (0.2223) loss_rec_sfr: 0.2388 (0.2889) loss_cl: -0.2786 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [21:50:01.752145] Epoch: [168] [ 800/2904] eta: 0:27:05 lr: 0.002235 loss: 0.1858 (0.1963) loss_rec_all: 0.2117 (0.2222) loss_rec_sfr: 0.2607 (0.2883) loss_cl: -0.2792 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [21:50:16.683302] Epoch: [168] [ 820/2904] eta: 0:26:48 lr: 0.002235 loss: 0.1855 (0.1963) loss_rec_all: 0.2118 (0.2222) loss_rec_sfr: 0.2216 (0.2881) loss_cl: -0.2776 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [21:50:31.609389] Epoch: [168] [ 840/2904] eta: 0:26:31 lr: 0.002235 loss: 0.1867 (0.1964) loss_rec_all: 0.2126 (0.2223) loss_rec_sfr: 0.2824 (0.2885) loss_cl: -0.2784 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [21:50:46.537418] Epoch: [168] [ 860/2904] eta: 0:26:15 lr: 0.002235 loss: 0.1862 (0.1963) loss_rec_all: 0.2129 (0.2221) loss_rec_sfr: 0.2494 (0.2879) loss_cl: -0.2801 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [21:51:01.460771] Epoch: [168] [ 880/2904] eta: 0:25:58 lr: 0.002235 loss: 0.1929 (0.1963) loss_rec_all: 0.2188 (0.2222) loss_rec_sfr: 0.2701 (0.2879) loss_cl: -0.2790 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [21:51:16.379080] Epoch: [168] [ 900/2904] eta: 0:25:42 lr: 0.002235 loss: 0.1867 (0.1963) loss_rec_all: 0.2125 (0.2222) loss_rec_sfr: 0.2801 (0.2879) loss_cl: -0.2779 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [21:51:31.302618] Epoch: [168] [ 920/2904] eta: 0:25:25 lr: 0.002235 loss: 0.1894 (0.1966) loss_rec_all: 0.2151 (0.2225) loss_rec_sfr: 0.2866 (0.2890) loss_cl: -0.2787 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [21:51:46.229459] Epoch: [168] [ 940/2904] eta: 0:25:09 lr: 0.002235 loss: 0.1844 (0.1965) loss_rec_all: 0.2103 (0.2223) loss_rec_sfr: 0.2705 (0.2887) loss_cl: -0.2785 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [21:52:01.146171] Epoch: [168] [ 960/2904] eta: 0:24:53 lr: 0.002235 loss: 0.1892 (0.1964) loss_rec_all: 0.2153 (0.2223) loss_rec_sfr: 0.2498 (0.2883) loss_cl: -0.2786 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [21:52:16.069044] Epoch: [168] [ 980/2904] eta: 0:24:36 lr: 0.002235 loss: 0.1836 (0.1964) loss_rec_all: 0.2100 (0.2222) loss_rec_sfr: 0.2730 (0.2882) loss_cl: -0.2794 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [21:52:30.991914] Epoch: [168] [1000/2904] eta: 0:24:20 lr: 0.002235 loss: 0.1883 (0.1963) loss_rec_all: 0.2145 (0.2221) loss_rec_sfr: 0.2797 (0.2880) loss_cl: -0.2780 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [21:52:45.915370] Epoch: [168] [1020/2904] eta: 0:24:04 lr: 0.002235 loss: 0.1859 (0.1962) loss_rec_all: 0.2121 (0.2220) loss_rec_sfr: 0.2643 (0.2879) loss_cl: -0.2778 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [21:53:00.848700] Epoch: [168] [1040/2904] eta: 0:23:48 lr: 0.002235 loss: 0.1838 (0.1961) loss_rec_all: 0.2098 (0.2220) loss_rec_sfr: 0.2728 (0.2877) loss_cl: -0.2784 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [21:53:15.770343] Epoch: [168] [1060/2904] eta: 0:23:32 lr: 0.002235 loss: 0.1854 (0.1961) loss_rec_all: 0.2115 (0.2219) loss_rec_sfr: 0.2664 (0.2877) loss_cl: -0.2792 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [21:53:30.687121] Epoch: [168] [1080/2904] eta: 0:23:16 lr: 0.002235 loss: 0.1884 (0.1962) loss_rec_all: 0.2145 (0.2221) loss_rec_sfr: 0.2744 (0.2881) loss_cl: -0.2796 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [21:53:45.606469] Epoch: [168] [1100/2904] eta: 0:23:00 lr: 0.002235 loss: 0.1872 (0.1963) loss_rec_all: 0.2135 (0.2221) loss_rec_sfr: 0.2718 (0.2881) loss_cl: -0.2804 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [21:54:00.526146] Epoch: [168] [1120/2904] eta: 0:22:44 lr: 0.002235 loss: 0.1847 (0.1964) loss_rec_all: 0.2106 (0.2222) loss_rec_sfr: 0.2759 (0.2884) loss_cl: -0.2794 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [21:54:15.451657] Epoch: [168] [1140/2904] eta: 0:22:28 lr: 0.002235 loss: 0.1862 (0.1963) loss_rec_all: 0.2126 (0.2222) loss_rec_sfr: 0.2408 (0.2883) loss_cl: -0.2793 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [21:54:30.379371] Epoch: [168] [1160/2904] eta: 0:22:12 lr: 0.002235 loss: 0.1890 (0.1965) loss_rec_all: 0.2149 (0.2223) loss_rec_sfr: 0.2813 (0.2887) loss_cl: -0.2786 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [21:54:45.303696] Epoch: [168] [1180/2904] eta: 0:21:57 lr: 0.002235 loss: 0.1892 (0.1966) loss_rec_all: 0.2151 (0.2225) loss_rec_sfr: 0.2722 (0.2892) loss_cl: -0.2787 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [21:55:00.225345] Epoch: [168] [1200/2904] eta: 0:21:41 lr: 0.002235 loss: 0.1854 (0.1968) loss_rec_all: 0.2117 (0.2226) loss_rec_sfr: 0.2672 (0.2894) loss_cl: -0.2785 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [21:55:15.145262] Epoch: [168] [1220/2904] eta: 0:21:25 lr: 0.002235 loss: 0.1840 (0.1967) loss_rec_all: 0.2099 (0.2225) loss_rec_sfr: 0.2668 (0.2891) loss_cl: -0.2786 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [21:55:30.060641] Epoch: [168] [1240/2904] eta: 0:21:09 lr: 0.002235 loss: 0.1866 (0.1967) loss_rec_all: 0.2126 (0.2226) loss_rec_sfr: 0.2770 (0.2894) loss_cl: -0.2786 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [21:55:44.982668] Epoch: [168] [1260/2904] eta: 0:20:54 lr: 0.002235 loss: 0.1872 (0.1967) loss_rec_all: 0.2133 (0.2226) loss_rec_sfr: 0.2385 (0.2894) loss_cl: -0.2787 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [21:55:59.907819] Epoch: [168] [1280/2904] eta: 0:20:38 lr: 0.002235 loss: 0.1887 (0.1967) loss_rec_all: 0.2149 (0.2226) loss_rec_sfr: 0.2854 (0.2896) loss_cl: -0.2796 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [21:56:14.829412] Epoch: [168] [1300/2904] eta: 0:20:22 lr: 0.002235 loss: 0.1950 (0.1968) loss_rec_all: 0.2209 (0.2227) loss_rec_sfr: 0.2679 (0.2897) loss_cl: -0.2792 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [21:56:29.755110] Epoch: [168] [1320/2904] eta: 0:20:07 lr: 0.002235 loss: 0.1910 (0.1970) loss_rec_all: 0.2168 (0.2229) loss_rec_sfr: 0.2956 (0.2904) loss_cl: -0.2787 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [21:56:44.673801] Epoch: [168] [1340/2904] eta: 0:19:51 lr: 0.002235 loss: 0.1937 (0.1972) loss_rec_all: 0.2197 (0.2230) loss_rec_sfr: 0.2667 (0.2909) loss_cl: -0.2779 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [21:56:59.588474] Epoch: [168] [1360/2904] eta: 0:19:35 lr: 0.002235 loss: 0.1878 (0.1971) loss_rec_all: 0.2134 (0.2229) loss_rec_sfr: 0.2652 (0.2905) loss_cl: -0.2782 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [21:57:14.507532] Epoch: [168] [1380/2904] eta: 0:19:20 lr: 0.002235 loss: 0.1873 (0.1971) loss_rec_all: 0.2131 (0.2230) loss_rec_sfr: 0.2732 (0.2906) loss_cl: -0.2786 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [21:57:29.425867] Epoch: [168] [1400/2904] eta: 0:19:04 lr: 0.002235 loss: 0.1869 (0.1971) loss_rec_all: 0.2128 (0.2229) loss_rec_sfr: 0.2652 (0.2904) loss_cl: -0.2789 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [21:57:44.350400] Epoch: [168] [1420/2904] eta: 0:18:49 lr: 0.002235 loss: 0.1904 (0.1972) loss_rec_all: 0.2163 (0.2230) loss_rec_sfr: 0.2710 (0.2907) loss_cl: -0.2791 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [21:57:59.278632] Epoch: [168] [1440/2904] eta: 0:18:33 lr: 0.002235 loss: 0.1928 (0.1972) loss_rec_all: 0.2186 (0.2230) loss_rec_sfr: 0.2742 (0.2907) loss_cl: -0.2796 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [21:58:14.211179] Epoch: [168] [1460/2904] eta: 0:18:18 lr: 0.002235 loss: 0.1851 (0.1973) loss_rec_all: 0.2116 (0.2231) loss_rec_sfr: 0.2733 (0.2908) loss_cl: -0.2790 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [21:58:29.146682] Epoch: [168] [1480/2904] eta: 0:18:02 lr: 0.002235 loss: 0.1848 (0.1972) loss_rec_all: 0.2112 (0.2230) loss_rec_sfr: 0.2643 (0.2905) loss_cl: -0.2787 (-0.2787) time: 0.7467 data: 0.0002 max mem: 29860 [21:58:44.074486] Epoch: [168] [1500/2904] eta: 0:17:47 lr: 0.002235 loss: 0.1840 (0.1971) loss_rec_all: 0.2098 (0.2230) loss_rec_sfr: 0.2650 (0.2903) loss_cl: -0.2784 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [21:58:58.997347] Epoch: [168] [1520/2904] eta: 0:17:31 lr: 0.002235 loss: 0.1850 (0.1970) loss_rec_all: 0.2110 (0.2228) loss_rec_sfr: 0.2724 (0.2899) loss_cl: -0.2785 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [21:59:13.919841] Epoch: [168] [1540/2904] eta: 0:17:16 lr: 0.002235 loss: 0.1900 (0.1970) loss_rec_all: 0.2157 (0.2229) loss_rec_sfr: 0.2744 (0.2900) loss_cl: -0.2787 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [21:59:28.834329] Epoch: [168] [1560/2904] eta: 0:17:00 lr: 0.002235 loss: 0.1894 (0.1969) loss_rec_all: 0.2152 (0.2228) loss_rec_sfr: 0.2705 (0.2897) loss_cl: -0.2793 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [21:59:43.747726] Epoch: [168] [1580/2904] eta: 0:16:45 lr: 0.002235 loss: 0.1879 (0.1971) loss_rec_all: 0.2142 (0.2229) loss_rec_sfr: 0.2838 (0.2901) loss_cl: -0.2799 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [21:59:58.672678] Epoch: [168] [1600/2904] eta: 0:16:30 lr: 0.002235 loss: 0.1856 (0.1970) loss_rec_all: 0.2121 (0.2229) loss_rec_sfr: 0.2625 (0.2900) loss_cl: -0.2786 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [22:00:13.592214] Epoch: [168] [1620/2904] eta: 0:16:14 lr: 0.002235 loss: 0.1893 (0.1972) loss_rec_all: 0.2151 (0.2230) loss_rec_sfr: 0.2876 (0.2905) loss_cl: -0.2783 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [22:00:28.512280] Epoch: [168] [1640/2904] eta: 0:15:59 lr: 0.002234 loss: 0.1873 (0.1972) loss_rec_all: 0.2131 (0.2230) loss_rec_sfr: 0.2705 (0.2904) loss_cl: -0.2784 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [22:00:43.432279] Epoch: [168] [1660/2904] eta: 0:15:43 lr: 0.002234 loss: 0.1912 (0.1972) loss_rec_all: 0.2173 (0.2231) loss_rec_sfr: 0.2781 (0.2907) loss_cl: -0.2790 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [22:00:58.348388] Epoch: [168] [1680/2904] eta: 0:15:28 lr: 0.002234 loss: 0.1873 (0.1972) loss_rec_all: 0.2131 (0.2230) loss_rec_sfr: 0.2837 (0.2907) loss_cl: -0.2794 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [22:01:13.283690] Epoch: [168] [1700/2904] eta: 0:15:13 lr: 0.002234 loss: 0.1838 (0.1972) loss_rec_all: 0.2097 (0.2230) loss_rec_sfr: 0.2439 (0.2907) loss_cl: -0.2786 (-0.2787) time: 0.7467 data: 0.0002 max mem: 29860 [22:01:28.262812] Epoch: [168] [1720/2904] eta: 0:14:57 lr: 0.002234 loss: 0.1881 (0.1972) loss_rec_all: 0.2142 (0.2231) loss_rec_sfr: 0.2751 (0.2908) loss_cl: -0.2784 (-0.2787) time: 0.7489 data: 0.0003 max mem: 29860 [22:01:43.240747] Epoch: [168] [1740/2904] eta: 0:14:42 lr: 0.002234 loss: 0.1907 (0.1973) loss_rec_all: 0.2168 (0.2231) loss_rec_sfr: 0.2678 (0.2908) loss_cl: -0.2800 (-0.2787) time: 0.7488 data: 0.0002 max mem: 29860 [22:01:58.207957] Epoch: [168] [1760/2904] eta: 0:14:27 lr: 0.002234 loss: 0.1853 (0.1972) loss_rec_all: 0.2116 (0.2230) loss_rec_sfr: 0.2778 (0.2907) loss_cl: -0.2797 (-0.2788) time: 0.7483 data: 0.0002 max mem: 29860 [22:02:13.191094] Epoch: [168] [1780/2904] eta: 0:14:12 lr: 0.002234 loss: 0.1873 (0.1973) loss_rec_all: 0.2130 (0.2231) loss_rec_sfr: 0.2812 (0.2909) loss_cl: -0.2775 (-0.2787) time: 0.7491 data: 0.0002 max mem: 29860 [22:02:28.162007] Epoch: [168] [1800/2904] eta: 0:13:56 lr: 0.002234 loss: 0.1887 (0.1972) loss_rec_all: 0.2147 (0.2231) loss_rec_sfr: 0.2857 (0.2908) loss_cl: -0.2781 (-0.2787) time: 0.7485 data: 0.0002 max mem: 29860 [22:02:43.148863] Epoch: [168] [1820/2904] eta: 0:13:41 lr: 0.002234 loss: 0.1863 (0.1972) loss_rec_all: 0.2123 (0.2231) loss_rec_sfr: 0.2627 (0.2907) loss_cl: -0.2801 (-0.2787) time: 0.7493 data: 0.0002 max mem: 29860 [22:02:58.133584] Epoch: [168] [1840/2904] eta: 0:13:26 lr: 0.002234 loss: 0.1926 (0.1973) loss_rec_all: 0.2192 (0.2232) loss_rec_sfr: 0.2673 (0.2909) loss_cl: -0.2796 (-0.2788) time: 0.7492 data: 0.0003 max mem: 29860 [22:03:13.114864] Epoch: [168] [1860/2904] eta: 0:13:11 lr: 0.002234 loss: 0.1867 (0.1973) loss_rec_all: 0.2125 (0.2231) loss_rec_sfr: 0.2829 (0.2910) loss_cl: -0.2791 (-0.2788) time: 0.7490 data: 0.0002 max mem: 29860 [22:03:28.048335] Epoch: [168] [1880/2904] eta: 0:12:55 lr: 0.002234 loss: 0.1852 (0.1973) loss_rec_all: 0.2111 (0.2231) loss_rec_sfr: 0.2789 (0.2911) loss_cl: -0.2784 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [22:03:42.964766] Epoch: [168] [1900/2904] eta: 0:12:40 lr: 0.002234 loss: 0.1859 (0.1973) loss_rec_all: 0.2121 (0.2231) loss_rec_sfr: 0.2668 (0.2909) loss_cl: -0.2784 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [22:03:57.896248] Epoch: [168] [1920/2904] eta: 0:12:25 lr: 0.002234 loss: 0.1947 (0.1974) loss_rec_all: 0.2204 (0.2232) loss_rec_sfr: 0.2858 (0.2913) loss_cl: -0.2789 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [22:04:12.859789] Epoch: [168] [1940/2904] eta: 0:12:09 lr: 0.002234 loss: 0.1897 (0.1974) loss_rec_all: 0.2155 (0.2232) loss_rec_sfr: 0.2727 (0.2914) loss_cl: -0.2792 (-0.2788) time: 0.7481 data: 0.0002 max mem: 29860 [22:04:27.806379] Epoch: [168] [1960/2904] eta: 0:11:54 lr: 0.002234 loss: 0.1917 (0.1975) loss_rec_all: 0.2180 (0.2234) loss_rec_sfr: 0.2944 (0.2918) loss_cl: -0.2793 (-0.2788) time: 0.7473 data: 0.0002 max mem: 29860 [22:04:42.749497] Epoch: [168] [1980/2904] eta: 0:11:39 lr: 0.002234 loss: 0.1858 (0.1975) loss_rec_all: 0.2118 (0.2233) loss_rec_sfr: 0.2611 (0.2915) loss_cl: -0.2780 (-0.2788) time: 0.7471 data: 0.0002 max mem: 29860 [22:04:57.715247] Epoch: [168] [2000/2904] eta: 0:11:24 lr: 0.002234 loss: 0.1875 (0.1975) loss_rec_all: 0.2131 (0.2234) loss_rec_sfr: 0.2784 (0.2917) loss_cl: -0.2782 (-0.2788) time: 0.7482 data: 0.0002 max mem: 29860 [22:05:12.682315] Epoch: [168] [2020/2904] eta: 0:11:09 lr: 0.002234 loss: 0.1880 (0.1975) loss_rec_all: 0.2142 (0.2233) loss_rec_sfr: 0.2594 (0.2914) loss_cl: -0.2789 (-0.2788) time: 0.7483 data: 0.0004 max mem: 29860 [22:05:27.642885] Epoch: [168] [2040/2904] eta: 0:10:53 lr: 0.002234 loss: 0.1862 (0.1975) loss_rec_all: 0.2118 (0.2233) loss_rec_sfr: 0.2760 (0.2915) loss_cl: -0.2785 (-0.2788) time: 0.7480 data: 0.0003 max mem: 29860 [22:05:42.581299] Epoch: [168] [2060/2904] eta: 0:10:38 lr: 0.002234 loss: 0.1879 (0.1975) loss_rec_all: 0.2138 (0.2234) loss_rec_sfr: 0.2713 (0.2916) loss_cl: -0.2782 (-0.2787) time: 0.7469 data: 0.0003 max mem: 29860 [22:05:57.520997] Epoch: [168] [2080/2904] eta: 0:10:23 lr: 0.002234 loss: 0.1833 (0.1975) loss_rec_all: 0.2094 (0.2233) loss_rec_sfr: 0.2415 (0.2915) loss_cl: -0.2790 (-0.2788) time: 0.7469 data: 0.0002 max mem: 29860 [22:06:12.472822] Epoch: [168] [2100/2904] eta: 0:10:08 lr: 0.002234 loss: 0.1879 (0.1975) loss_rec_all: 0.2139 (0.2234) loss_rec_sfr: 0.2850 (0.2917) loss_cl: -0.2790 (-0.2788) time: 0.7475 data: 0.0002 max mem: 29860 [22:06:27.419762] Epoch: [168] [2120/2904] eta: 0:09:53 lr: 0.002234 loss: 0.1863 (0.1975) loss_rec_all: 0.2125 (0.2233) loss_rec_sfr: 0.2766 (0.2915) loss_cl: -0.2768 (-0.2787) time: 0.7473 data: 0.0003 max mem: 29860 [22:06:42.352341] Epoch: [168] [2140/2904] eta: 0:09:37 lr: 0.002234 loss: 0.1888 (0.1975) loss_rec_all: 0.2149 (0.2233) loss_rec_sfr: 0.2815 (0.2917) loss_cl: -0.2795 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [22:06:57.292263] Epoch: [168] [2160/2904] eta: 0:09:22 lr: 0.002234 loss: 0.1920 (0.1975) loss_rec_all: 0.2179 (0.2234) loss_rec_sfr: 0.2781 (0.2919) loss_cl: -0.2786 (-0.2787) time: 0.7470 data: 0.0002 max mem: 29860 [22:07:12.231711] Epoch: [168] [2180/2904] eta: 0:09:07 lr: 0.002234 loss: 0.1846 (0.1975) loss_rec_all: 0.2107 (0.2234) loss_rec_sfr: 0.2731 (0.2920) loss_cl: -0.2779 (-0.2787) time: 0.7469 data: 0.0002 max mem: 29860 [22:07:27.179297] Epoch: [168] [2200/2904] eta: 0:08:52 lr: 0.002234 loss: 0.1862 (0.1975) loss_rec_all: 0.2120 (0.2234) loss_rec_sfr: 0.2768 (0.2920) loss_cl: -0.2781 (-0.2787) time: 0.7473 data: 0.0002 max mem: 29860 [22:07:42.115050] Epoch: [168] [2220/2904] eta: 0:08:37 lr: 0.002234 loss: 0.1912 (0.1976) loss_rec_all: 0.2177 (0.2234) loss_rec_sfr: 0.2770 (0.2922) loss_cl: -0.2800 (-0.2787) time: 0.7467 data: 0.0002 max mem: 29860 [22:07:57.052046] Epoch: [168] [2240/2904] eta: 0:08:21 lr: 0.002234 loss: 0.1898 (0.1976) loss_rec_all: 0.2158 (0.2235) loss_rec_sfr: 0.2709 (0.2923) loss_cl: -0.2795 (-0.2788) time: 0.7468 data: 0.0003 max mem: 29860 [22:08:11.992867] Epoch: [168] [2260/2904] eta: 0:08:06 lr: 0.002234 loss: 0.1870 (0.1976) loss_rec_all: 0.2133 (0.2235) loss_rec_sfr: 0.2700 (0.2923) loss_cl: -0.2786 (-0.2787) time: 0.7470 data: 0.0003 max mem: 29860 [22:08:26.912943] Epoch: [168] [2280/2904] eta: 0:07:51 lr: 0.002234 loss: 0.1909 (0.1977) loss_rec_all: 0.2172 (0.2235) loss_rec_sfr: 0.2681 (0.2923) loss_cl: -0.2782 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [22:08:41.822993] Epoch: [168] [2300/2904] eta: 0:07:36 lr: 0.002234 loss: 0.1850 (0.1976) loss_rec_all: 0.2113 (0.2234) loss_rec_sfr: 0.2771 (0.2922) loss_cl: -0.2783 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [22:08:56.725890] Epoch: [168] [2320/2904] eta: 0:07:21 lr: 0.002234 loss: 0.1870 (0.1975) loss_rec_all: 0.2129 (0.2234) loss_rec_sfr: 0.2754 (0.2919) loss_cl: -0.2789 (-0.2787) time: 0.7451 data: 0.0002 max mem: 29860 [22:09:11.634337] Epoch: [168] [2340/2904] eta: 0:07:06 lr: 0.002234 loss: 0.1847 (0.1975) loss_rec_all: 0.2109 (0.2233) loss_rec_sfr: 0.2762 (0.2918) loss_cl: -0.2793 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [22:09:26.538713] Epoch: [168] [2360/2904] eta: 0:06:50 lr: 0.002234 loss: 0.1873 (0.1976) loss_rec_all: 0.2135 (0.2234) loss_rec_sfr: 0.2791 (0.2921) loss_cl: -0.2789 (-0.2787) time: 0.7452 data: 0.0002 max mem: 29860 [22:09:41.448446] Epoch: [168] [2380/2904] eta: 0:06:35 lr: 0.002234 loss: 0.1933 (0.1977) loss_rec_all: 0.2193 (0.2235) loss_rec_sfr: 0.2716 (0.2925) loss_cl: -0.2787 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [22:09:56.360052] Epoch: [168] [2400/2904] eta: 0:06:20 lr: 0.002234 loss: 0.1981 (0.1978) loss_rec_all: 0.2241 (0.2236) loss_rec_sfr: 0.2875 (0.2929) loss_cl: -0.2783 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [22:10:11.267270] Epoch: [168] [2420/2904] eta: 0:06:05 lr: 0.002234 loss: 0.1898 (0.1978) loss_rec_all: 0.2161 (0.2236) loss_rec_sfr: 0.2651 (0.2929) loss_cl: -0.2784 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [22:10:26.180931] Epoch: [168] [2440/2904] eta: 0:05:50 lr: 0.002234 loss: 0.1849 (0.1977) loss_rec_all: 0.2106 (0.2236) loss_rec_sfr: 0.2723 (0.2926) loss_cl: -0.2791 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [22:10:41.090119] Epoch: [168] [2460/2904] eta: 0:05:35 lr: 0.002234 loss: 0.1884 (0.1978) loss_rec_all: 0.2143 (0.2237) loss_rec_sfr: 0.2810 (0.2929) loss_cl: -0.2789 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [22:10:55.997803] Epoch: [168] [2480/2904] eta: 0:05:20 lr: 0.002234 loss: 0.1853 (0.1978) loss_rec_all: 0.2112 (0.2236) loss_rec_sfr: 0.2802 (0.2928) loss_cl: -0.2794 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [22:11:10.902010] Epoch: [168] [2500/2904] eta: 0:05:04 lr: 0.002234 loss: 0.1897 (0.1978) loss_rec_all: 0.2158 (0.2236) loss_rec_sfr: 0.2714 (0.2928) loss_cl: -0.2786 (-0.2787) time: 0.7452 data: 0.0002 max mem: 29860 [22:11:25.813810] Epoch: [168] [2520/2904] eta: 0:04:49 lr: 0.002234 loss: 0.1862 (0.1977) loss_rec_all: 0.2121 (0.2236) loss_rec_sfr: 0.2532 (0.2926) loss_cl: -0.2789 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [22:11:40.720266] Epoch: [168] [2540/2904] eta: 0:04:34 lr: 0.002234 loss: 0.1865 (0.1977) loss_rec_all: 0.2129 (0.2236) loss_rec_sfr: 0.2682 (0.2925) loss_cl: -0.2784 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [22:11:55.624585] Epoch: [168] [2560/2904] eta: 0:04:19 lr: 0.002234 loss: 0.1855 (0.1978) loss_rec_all: 0.2114 (0.2236) loss_rec_sfr: 0.2779 (0.2926) loss_cl: -0.2788 (-0.2787) time: 0.7452 data: 0.0002 max mem: 29860 [22:12:10.528835] Epoch: [168] [2580/2904] eta: 0:04:04 lr: 0.002234 loss: 0.1884 (0.1978) loss_rec_all: 0.2145 (0.2236) loss_rec_sfr: 0.2695 (0.2926) loss_cl: -0.2789 (-0.2787) time: 0.7452 data: 0.0002 max mem: 29860 [22:12:25.431531] Epoch: [168] [2600/2904] eta: 0:03:49 lr: 0.002234 loss: 0.1892 (0.1978) loss_rec_all: 0.2149 (0.2236) loss_rec_sfr: 0.2644 (0.2927) loss_cl: -0.2796 (-0.2787) time: 0.7451 data: 0.0002 max mem: 29860 [22:12:40.336737] Epoch: [168] [2620/2904] eta: 0:03:34 lr: 0.002234 loss: 0.1871 (0.1977) loss_rec_all: 0.2135 (0.2236) loss_rec_sfr: 0.2676 (0.2925) loss_cl: -0.2791 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [22:12:55.242824] Epoch: [168] [2640/2904] eta: 0:03:19 lr: 0.002234 loss: 0.1885 (0.1977) loss_rec_all: 0.2142 (0.2236) loss_rec_sfr: 0.2843 (0.2926) loss_cl: -0.2786 (-0.2787) time: 0.7452 data: 0.0002 max mem: 29860 [22:13:10.150896] Epoch: [168] [2660/2904] eta: 0:03:04 lr: 0.002234 loss: 0.1911 (0.1978) loss_rec_all: 0.2169 (0.2237) loss_rec_sfr: 0.2735 (0.2929) loss_cl: -0.2784 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [22:13:25.066519] Epoch: [168] [2680/2904] eta: 0:02:48 lr: 0.002234 loss: 0.1839 (0.1978) loss_rec_all: 0.2099 (0.2236) loss_rec_sfr: 0.2815 (0.2930) loss_cl: -0.2789 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [22:13:39.979229] Epoch: [168] [2700/2904] eta: 0:02:33 lr: 0.002234 loss: 0.1874 (0.1979) loss_rec_all: 0.2137 (0.2237) loss_rec_sfr: 0.2902 (0.2933) loss_cl: -0.2795 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [22:13:54.890512] Epoch: [168] [2720/2904] eta: 0:02:18 lr: 0.002234 loss: 0.1868 (0.1979) loss_rec_all: 0.2124 (0.2237) loss_rec_sfr: 0.2746 (0.2933) loss_cl: -0.2779 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [22:14:09.793565] Epoch: [168] [2740/2904] eta: 0:02:03 lr: 0.002234 loss: 0.1847 (0.1979) loss_rec_all: 0.2102 (0.2237) loss_rec_sfr: 0.2731 (0.2932) loss_cl: -0.2782 (-0.2787) time: 0.7451 data: 0.0002 max mem: 29860 [22:14:24.697479] Epoch: [168] [2760/2904] eta: 0:01:48 lr: 0.002234 loss: 0.1833 (0.1978) loss_rec_all: 0.2099 (0.2237) loss_rec_sfr: 0.2713 (0.2931) loss_cl: -0.2793 (-0.2787) time: 0.7452 data: 0.0002 max mem: 29860 [22:14:39.604454] Epoch: [168] [2780/2904] eta: 0:01:33 lr: 0.002234 loss: 0.1846 (0.1979) loss_rec_all: 0.2111 (0.2237) loss_rec_sfr: 0.2666 (0.2931) loss_cl: -0.2791 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [22:14:54.510363] Epoch: [168] [2800/2904] eta: 0:01:18 lr: 0.002233 loss: 0.1835 (0.1978) loss_rec_all: 0.2096 (0.2236) loss_rec_sfr: 0.2550 (0.2930) loss_cl: -0.2787 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [22:15:09.417314] Epoch: [168] [2820/2904] eta: 0:01:03 lr: 0.002233 loss: 0.1856 (0.1978) loss_rec_all: 0.2119 (0.2237) loss_rec_sfr: 0.2721 (0.2931) loss_cl: -0.2780 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [22:15:24.367331] Epoch: [168] [2840/2904] eta: 0:00:48 lr: 0.002233 loss: 0.1870 (0.1978) loss_rec_all: 0.2130 (0.2237) loss_rec_sfr: 0.2832 (0.2932) loss_cl: -0.2790 (-0.2787) time: 0.7475 data: 0.0024 max mem: 29860 [22:15:39.263489] Epoch: [168] [2860/2904] eta: 0:00:33 lr: 0.002233 loss: 0.1869 (0.1979) loss_rec_all: 0.2131 (0.2237) loss_rec_sfr: 0.2789 (0.2933) loss_cl: -0.2787 (-0.2787) time: 0.7448 data: 0.0001 max mem: 29860 [22:15:54.157223] Epoch: [168] [2880/2904] eta: 0:00:18 lr: 0.002233 loss: 0.1921 (0.1980) loss_rec_all: 0.2182 (0.2238) loss_rec_sfr: 0.2797 (0.2936) loss_cl: -0.2788 (-0.2787) time: 0.7446 data: 0.0001 max mem: 29860 [22:16:09.050304] Epoch: [168] [2900/2904] eta: 0:00:03 lr: 0.002233 loss: 0.1884 (0.1980) loss_rec_all: 0.2143 (0.2238) loss_rec_sfr: 0.2710 (0.2936) loss_cl: -0.2789 (-0.2787) time: 0.7446 data: 0.0001 max mem: 29860 [22:16:11.290735] Epoch: [168] [2903/2904] eta: 0:00:00 lr: 0.002233 loss: 0.1899 (0.1980) loss_rec_all: 0.2161 (0.2238) loss_rec_sfr: 0.2713 (0.2936) loss_cl: -0.2792 (-0.2787) time: 0.7446 data: 0.0001 max mem: 29860 [22:16:13.526118] Epoch: [168] Total time: 0:36:30 (0.7543 s / it) [22:16:13.527671] Averaged stats: lr: 0.002233 loss: 0.1899 (0.1997) loss_rec_all: 0.2161 (0.2232) loss_rec_sfr: 0.2713 (0.2919) loss_cl: -0.2792 (-0.2555) [22:16:13.534474] log_dir: ./checkpoint/VF2_ViT-B [22:16:31.174762] Epoch: [169] [ 0/2904] eta: 14:13:43 lr: 0.002233 loss: 0.1952 (0.1952) loss_rec_all: 0.2211 (0.2211) loss_rec_sfr: 0.3016 (0.3016) loss_cl: -0.2798 (-0.2798) time: 17.6390 data: 15.5313 max mem: 29860 [22:16:46.813117] Epoch: [169] [ 20/2904] eta: 1:16:09 lr: 0.002233 loss: 0.1868 (0.1966) loss_rec_all: 0.2133 (0.2226) loss_rec_sfr: 0.2670 (0.2848) loss_cl: -0.2794 (-0.2793) time: 0.7818 data: 0.0003 max mem: 29860 [22:17:01.758011] Epoch: [169] [ 40/2904] eta: 0:56:08 lr: 0.002233 loss: 0.1870 (0.1995) loss_rec_all: 0.2132 (0.2253) loss_rec_sfr: 0.2811 (0.3032) loss_cl: -0.2787 (-0.2790) time: 0.7472 data: 0.0002 max mem: 29860 [22:17:16.682015] Epoch: [169] [ 60/2904] eta: 0:49:03 lr: 0.002233 loss: 0.1882 (0.1983) loss_rec_all: 0.2143 (0.2242) loss_rec_sfr: 0.2645 (0.2944) loss_cl: -0.2782 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [22:17:31.780500] Epoch: [169] [ 80/2904] eta: 0:45:27 lr: 0.002233 loss: 0.1882 (0.1987) loss_rec_all: 0.2145 (0.2245) loss_rec_sfr: 0.2727 (0.2968) loss_cl: -0.2785 (-0.2787) time: 0.7549 data: 0.0002 max mem: 29860 [22:17:46.718680] Epoch: [169] [ 100/2904] eta: 0:43:06 lr: 0.002233 loss: 0.1831 (0.1973) loss_rec_all: 0.2093 (0.2232) loss_rec_sfr: 0.2667 (0.2913) loss_cl: -0.2793 (-0.2788) time: 0.7469 data: 0.0002 max mem: 29860 [22:18:01.675891] Epoch: [169] [ 120/2904] eta: 0:41:27 lr: 0.002233 loss: 0.1835 (0.1964) loss_rec_all: 0.2098 (0.2223) loss_rec_sfr: 0.2687 (0.2882) loss_cl: -0.2790 (-0.2789) time: 0.7478 data: 0.0003 max mem: 29860 [22:18:16.644807] Epoch: [169] [ 140/2904] eta: 0:40:13 lr: 0.002233 loss: 0.1863 (0.1964) loss_rec_all: 0.2126 (0.2222) loss_rec_sfr: 0.2419 (0.2869) loss_cl: -0.2791 (-0.2789) time: 0.7484 data: 0.0002 max mem: 29860 [22:18:31.604541] Epoch: [169] [ 160/2904] eta: 0:39:13 lr: 0.002233 loss: 0.1855 (0.1963) loss_rec_all: 0.2116 (0.2221) loss_rec_sfr: 0.2846 (0.2881) loss_cl: -0.2787 (-0.2788) time: 0.7479 data: 0.0002 max mem: 29860 [22:18:46.580801] Epoch: [169] [ 180/2904] eta: 0:38:23 lr: 0.002233 loss: 0.1864 (0.1963) loss_rec_all: 0.2122 (0.2222) loss_rec_sfr: 0.2699 (0.2887) loss_cl: -0.2787 (-0.2787) time: 0.7488 data: 0.0002 max mem: 29860 [22:19:01.551621] Epoch: [169] [ 200/2904] eta: 0:37:40 lr: 0.002233 loss: 0.1874 (0.1972) loss_rec_all: 0.2136 (0.2230) loss_rec_sfr: 0.2827 (0.2918) loss_cl: -0.2779 (-0.2787) time: 0.7485 data: 0.0002 max mem: 29860 [22:19:16.649776] Epoch: [169] [ 220/2904] eta: 0:37:03 lr: 0.002233 loss: 0.1871 (0.1971) loss_rec_all: 0.2133 (0.2229) loss_rec_sfr: 0.2841 (0.2913) loss_cl: -0.2784 (-0.2786) time: 0.7548 data: 0.0002 max mem: 29860 [22:19:31.607579] Epoch: [169] [ 240/2904] eta: 0:36:29 lr: 0.002233 loss: 0.1877 (0.1969) loss_rec_all: 0.2137 (0.2227) loss_rec_sfr: 0.2706 (0.2907) loss_cl: -0.2795 (-0.2787) time: 0.7478 data: 0.0002 max mem: 29860 [22:19:46.564847] Epoch: [169] [ 260/2904] eta: 0:35:57 lr: 0.002233 loss: 0.1855 (0.1966) loss_rec_all: 0.2115 (0.2224) loss_rec_sfr: 0.2779 (0.2903) loss_cl: -0.2790 (-0.2787) time: 0.7478 data: 0.0003 max mem: 29860 [22:20:01.511862] Epoch: [169] [ 280/2904] eta: 0:35:28 lr: 0.002233 loss: 0.1854 (0.1959) loss_rec_all: 0.2119 (0.2218) loss_rec_sfr: 0.2412 (0.2881) loss_cl: -0.2799 (-0.2788) time: 0.7473 data: 0.0003 max mem: 29860 [22:20:16.453969] Epoch: [169] [ 300/2904] eta: 0:35:01 lr: 0.002233 loss: 0.1942 (0.1969) loss_rec_all: 0.2201 (0.2228) loss_rec_sfr: 0.2875 (0.2913) loss_cl: -0.2787 (-0.2788) time: 0.7471 data: 0.0002 max mem: 29860 [22:20:31.382344] Epoch: [169] [ 320/2904] eta: 0:34:35 lr: 0.002233 loss: 0.1896 (0.1974) loss_rec_all: 0.2158 (0.2232) loss_rec_sfr: 0.2755 (0.2920) loss_cl: -0.2779 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [22:20:46.318438] Epoch: [169] [ 340/2904] eta: 0:34:10 lr: 0.002233 loss: 0.1879 (0.1977) loss_rec_all: 0.2143 (0.2235) loss_rec_sfr: 0.2644 (0.2928) loss_cl: -0.2787 (-0.2787) time: 0.7468 data: 0.0002 max mem: 29860 [22:21:01.245066] Epoch: [169] [ 360/2904] eta: 0:33:47 lr: 0.002233 loss: 0.1848 (0.1972) loss_rec_all: 0.2108 (0.2231) loss_rec_sfr: 0.2698 (0.2912) loss_cl: -0.2787 (-0.2787) time: 0.7463 data: 0.0003 max mem: 29860 [22:21:16.179525] Epoch: [169] [ 380/2904] eta: 0:33:24 lr: 0.002233 loss: 0.1849 (0.1970) loss_rec_all: 0.2111 (0.2228) loss_rec_sfr: 0.2658 (0.2903) loss_cl: -0.2794 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [22:21:31.109259] Epoch: [169] [ 400/2904] eta: 0:33:02 lr: 0.002233 loss: 0.1876 (0.1967) loss_rec_all: 0.2137 (0.2226) loss_rec_sfr: 0.2351 (0.2889) loss_cl: -0.2790 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [22:21:46.049124] Epoch: [169] [ 420/2904] eta: 0:32:41 lr: 0.002233 loss: 0.1863 (0.1967) loss_rec_all: 0.2123 (0.2226) loss_rec_sfr: 0.2838 (0.2894) loss_cl: -0.2780 (-0.2787) time: 0.7469 data: 0.0002 max mem: 29860 [22:22:00.979741] Epoch: [169] [ 440/2904] eta: 0:32:21 lr: 0.002233 loss: 0.1822 (0.1964) loss_rec_all: 0.2086 (0.2223) loss_rec_sfr: 0.2728 (0.2887) loss_cl: -0.2791 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [22:22:15.910667] Epoch: [169] [ 460/2904] eta: 0:32:01 lr: 0.002233 loss: 0.1839 (0.1961) loss_rec_all: 0.2105 (0.2219) loss_rec_sfr: 0.2731 (0.2876) loss_cl: -0.2796 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [22:22:30.841414] Epoch: [169] [ 480/2904] eta: 0:31:41 lr: 0.002233 loss: 0.1862 (0.1961) loss_rec_all: 0.2124 (0.2219) loss_rec_sfr: 0.2718 (0.2878) loss_cl: -0.2784 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [22:22:45.767081] Epoch: [169] [ 500/2904] eta: 0:31:21 lr: 0.002233 loss: 0.1853 (0.1959) loss_rec_all: 0.2118 (0.2218) loss_rec_sfr: 0.2660 (0.2872) loss_cl: -0.2785 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [22:23:00.691315] Epoch: [169] [ 520/2904] eta: 0:31:02 lr: 0.002233 loss: 0.1859 (0.1960) loss_rec_all: 0.2118 (0.2218) loss_rec_sfr: 0.2821 (0.2875) loss_cl: -0.2784 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [22:23:15.613483] Epoch: [169] [ 540/2904] eta: 0:30:44 lr: 0.002233 loss: 0.1850 (0.1958) loss_rec_all: 0.2109 (0.2216) loss_rec_sfr: 0.2649 (0.2869) loss_cl: -0.2798 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [22:23:30.543418] Epoch: [169] [ 560/2904] eta: 0:30:25 lr: 0.002233 loss: 0.1840 (0.1959) loss_rec_all: 0.2101 (0.2217) loss_rec_sfr: 0.2842 (0.2877) loss_cl: -0.2794 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [22:23:45.475787] Epoch: [169] [ 580/2904] eta: 0:30:07 lr: 0.002233 loss: 0.1870 (0.1959) loss_rec_all: 0.2131 (0.2218) loss_rec_sfr: 0.2614 (0.2877) loss_cl: -0.2786 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [22:24:00.406441] Epoch: [169] [ 600/2904] eta: 0:29:49 lr: 0.002233 loss: 0.1848 (0.1956) loss_rec_all: 0.2108 (0.2215) loss_rec_sfr: 0.2729 (0.2870) loss_cl: -0.2793 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [22:24:15.337173] Epoch: [169] [ 620/2904] eta: 0:29:31 lr: 0.002233 loss: 0.1876 (0.1957) loss_rec_all: 0.2136 (0.2216) loss_rec_sfr: 0.2606 (0.2872) loss_cl: -0.2783 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [22:24:30.265826] Epoch: [169] [ 640/2904] eta: 0:29:14 lr: 0.002233 loss: 0.1892 (0.1957) loss_rec_all: 0.2149 (0.2216) loss_rec_sfr: 0.2595 (0.2869) loss_cl: -0.2783 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [22:24:45.198365] Epoch: [169] [ 660/2904] eta: 0:28:56 lr: 0.002233 loss: 0.1892 (0.1960) loss_rec_all: 0.2151 (0.2219) loss_rec_sfr: 0.2849 (0.2881) loss_cl: -0.2789 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [22:25:00.129572] Epoch: [169] [ 680/2904] eta: 0:28:39 lr: 0.002233 loss: 0.1876 (0.1960) loss_rec_all: 0.2136 (0.2218) loss_rec_sfr: 0.2681 (0.2879) loss_cl: -0.2793 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [22:25:15.063723] Epoch: [169] [ 700/2904] eta: 0:28:22 lr: 0.002233 loss: 0.1859 (0.1960) loss_rec_all: 0.2123 (0.2219) loss_rec_sfr: 0.2727 (0.2879) loss_cl: -0.2785 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [22:25:29.989354] Epoch: [169] [ 720/2904] eta: 0:28:05 lr: 0.002233 loss: 0.1847 (0.1960) loss_rec_all: 0.2106 (0.2218) loss_rec_sfr: 0.2785 (0.2880) loss_cl: -0.2784 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [22:25:44.922506] Epoch: [169] [ 740/2904] eta: 0:27:48 lr: 0.002233 loss: 0.1883 (0.1959) loss_rec_all: 0.2148 (0.2217) loss_rec_sfr: 0.2646 (0.2874) loss_cl: -0.2786 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [22:25:59.853952] Epoch: [169] [ 760/2904] eta: 0:27:31 lr: 0.002233 loss: 0.1862 (0.1958) loss_rec_all: 0.2122 (0.2217) loss_rec_sfr: 0.2605 (0.2871) loss_cl: -0.2792 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [22:26:14.785331] Epoch: [169] [ 780/2904] eta: 0:27:15 lr: 0.002233 loss: 0.1905 (0.1958) loss_rec_all: 0.2165 (0.2217) loss_rec_sfr: 0.2736 (0.2873) loss_cl: -0.2793 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [22:26:29.717291] Epoch: [169] [ 800/2904] eta: 0:26:58 lr: 0.002233 loss: 0.1899 (0.1959) loss_rec_all: 0.2157 (0.2218) loss_rec_sfr: 0.2685 (0.2876) loss_cl: -0.2777 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [22:26:44.646098] Epoch: [169] [ 820/2904] eta: 0:26:41 lr: 0.002233 loss: 0.1872 (0.1959) loss_rec_all: 0.2132 (0.2218) loss_rec_sfr: 0.2724 (0.2875) loss_cl: -0.2782 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [22:26:59.579188] Epoch: [169] [ 840/2904] eta: 0:26:25 lr: 0.002233 loss: 0.1837 (0.1959) loss_rec_all: 0.2098 (0.2217) loss_rec_sfr: 0.2732 (0.2874) loss_cl: -0.2790 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [22:27:14.516730] Epoch: [169] [ 860/2904] eta: 0:26:09 lr: 0.002233 loss: 0.1886 (0.1958) loss_rec_all: 0.2151 (0.2216) loss_rec_sfr: 0.2661 (0.2869) loss_cl: -0.2797 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [22:27:29.452729] Epoch: [169] [ 880/2904] eta: 0:25:52 lr: 0.002233 loss: 0.1881 (0.1959) loss_rec_all: 0.2142 (0.2217) loss_rec_sfr: 0.2830 (0.2874) loss_cl: -0.2790 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [22:27:44.380536] Epoch: [169] [ 900/2904] eta: 0:25:36 lr: 0.002233 loss: 0.1873 (0.1958) loss_rec_all: 0.2133 (0.2216) loss_rec_sfr: 0.2628 (0.2870) loss_cl: -0.2776 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [22:27:59.309662] Epoch: [169] [ 920/2904] eta: 0:25:20 lr: 0.002233 loss: 0.1841 (0.1956) loss_rec_all: 0.2106 (0.2215) loss_rec_sfr: 0.2419 (0.2865) loss_cl: -0.2785 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [22:28:14.238030] Epoch: [169] [ 940/2904] eta: 0:25:04 lr: 0.002233 loss: 0.1890 (0.1957) loss_rec_all: 0.2151 (0.2216) loss_rec_sfr: 0.2704 (0.2866) loss_cl: -0.2791 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [22:28:29.170757] Epoch: [169] [ 960/2904] eta: 0:24:48 lr: 0.002233 loss: 0.1841 (0.1958) loss_rec_all: 0.2103 (0.2217) loss_rec_sfr: 0.2811 (0.2871) loss_cl: -0.2800 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [22:28:44.101712] Epoch: [169] [ 980/2904] eta: 0:24:31 lr: 0.002233 loss: 0.1876 (0.1958) loss_rec_all: 0.2132 (0.2216) loss_rec_sfr: 0.2710 (0.2870) loss_cl: -0.2785 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [22:28:59.030964] Epoch: [169] [1000/2904] eta: 0:24:15 lr: 0.002233 loss: 0.1911 (0.1959) loss_rec_all: 0.2167 (0.2218) loss_rec_sfr: 0.2621 (0.2872) loss_cl: -0.2774 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [22:29:13.958471] Epoch: [169] [1020/2904] eta: 0:23:59 lr: 0.002233 loss: 0.1883 (0.1961) loss_rec_all: 0.2145 (0.2219) loss_rec_sfr: 0.2778 (0.2876) loss_cl: -0.2781 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [22:29:28.886569] Epoch: [169] [1040/2904] eta: 0:23:44 lr: 0.002232 loss: 0.1971 (0.1964) loss_rec_all: 0.2230 (0.2222) loss_rec_sfr: 0.2778 (0.2886) loss_cl: -0.2788 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [22:29:43.812421] Epoch: [169] [1060/2904] eta: 0:23:28 lr: 0.002232 loss: 0.1861 (0.1964) loss_rec_all: 0.2120 (0.2222) loss_rec_sfr: 0.2692 (0.2886) loss_cl: -0.2795 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [22:29:58.739906] Epoch: [169] [1080/2904] eta: 0:23:12 lr: 0.002232 loss: 0.1898 (0.1964) loss_rec_all: 0.2154 (0.2223) loss_rec_sfr: 0.2726 (0.2885) loss_cl: -0.2796 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [22:30:13.704661] Epoch: [169] [1100/2904] eta: 0:22:56 lr: 0.002232 loss: 0.1920 (0.1965) loss_rec_all: 0.2183 (0.2223) loss_rec_sfr: 0.2695 (0.2885) loss_cl: -0.2775 (-0.2787) time: 0.7482 data: 0.0003 max mem: 29860 [22:30:28.630616] Epoch: [169] [1120/2904] eta: 0:22:40 lr: 0.002232 loss: 0.1860 (0.1964) loss_rec_all: 0.2122 (0.2222) loss_rec_sfr: 0.2782 (0.2884) loss_cl: -0.2788 (-0.2787) time: 0.7462 data: 0.0003 max mem: 29860 [22:30:43.563113] Epoch: [169] [1140/2904] eta: 0:22:24 lr: 0.002232 loss: 0.1825 (0.1963) loss_rec_all: 0.2088 (0.2222) loss_rec_sfr: 0.2314 (0.2880) loss_cl: -0.2793 (-0.2787) time: 0.7466 data: 0.0003 max mem: 29860 [22:30:58.493856] Epoch: [169] [1160/2904] eta: 0:22:09 lr: 0.002232 loss: 0.1909 (0.1964) loss_rec_all: 0.2167 (0.2222) loss_rec_sfr: 0.2676 (0.2879) loss_cl: -0.2784 (-0.2787) time: 0.7465 data: 0.0003 max mem: 29860 [22:31:13.425933] Epoch: [169] [1180/2904] eta: 0:21:53 lr: 0.002232 loss: 0.1862 (0.1963) loss_rec_all: 0.2121 (0.2222) loss_rec_sfr: 0.2603 (0.2878) loss_cl: -0.2787 (-0.2787) time: 0.7466 data: 0.0003 max mem: 29860 [22:31:28.361013] Epoch: [169] [1200/2904] eta: 0:21:37 lr: 0.002232 loss: 0.1916 (0.1966) loss_rec_all: 0.2178 (0.2224) loss_rec_sfr: 0.2663 (0.2884) loss_cl: -0.2795 (-0.2787) time: 0.7467 data: 0.0003 max mem: 29860 [22:31:43.298724] Epoch: [169] [1220/2904] eta: 0:21:22 lr: 0.002232 loss: 0.1866 (0.1965) loss_rec_all: 0.2125 (0.2223) loss_rec_sfr: 0.2678 (0.2880) loss_cl: -0.2788 (-0.2787) time: 0.7468 data: 0.0003 max mem: 29860 [22:31:58.235594] Epoch: [169] [1240/2904] eta: 0:21:06 lr: 0.002232 loss: 0.1871 (0.1965) loss_rec_all: 0.2129 (0.2223) loss_rec_sfr: 0.2783 (0.2881) loss_cl: -0.2782 (-0.2787) time: 0.7468 data: 0.0002 max mem: 29860 [22:32:13.175524] Epoch: [169] [1260/2904] eta: 0:20:51 lr: 0.002232 loss: 0.1847 (0.1965) loss_rec_all: 0.2107 (0.2223) loss_rec_sfr: 0.2829 (0.2881) loss_cl: -0.2794 (-0.2787) time: 0.7470 data: 0.0003 max mem: 29860 [22:32:28.118118] Epoch: [169] [1280/2904] eta: 0:20:35 lr: 0.002232 loss: 0.1842 (0.1963) loss_rec_all: 0.2102 (0.2222) loss_rec_sfr: 0.2612 (0.2878) loss_cl: -0.2794 (-0.2787) time: 0.7471 data: 0.0002 max mem: 29860 [22:32:43.044827] Epoch: [169] [1300/2904] eta: 0:20:19 lr: 0.002232 loss: 0.1888 (0.1965) loss_rec_all: 0.2151 (0.2223) loss_rec_sfr: 0.2738 (0.2883) loss_cl: -0.2785 (-0.2787) time: 0.7463 data: 0.0003 max mem: 29860 [22:32:57.973429] Epoch: [169] [1320/2904] eta: 0:20:04 lr: 0.002232 loss: 0.1885 (0.1964) loss_rec_all: 0.2142 (0.2222) loss_rec_sfr: 0.2650 (0.2880) loss_cl: -0.2785 (-0.2787) time: 0.7464 data: 0.0003 max mem: 29860 [22:33:12.892833] Epoch: [169] [1340/2904] eta: 0:19:48 lr: 0.002232 loss: 0.1866 (0.1963) loss_rec_all: 0.2131 (0.2222) loss_rec_sfr: 0.2681 (0.2879) loss_cl: -0.2794 (-0.2787) time: 0.7459 data: 0.0003 max mem: 29860 [22:33:27.820133] Epoch: [169] [1360/2904] eta: 0:19:33 lr: 0.002232 loss: 0.1858 (0.1962) loss_rec_all: 0.2118 (0.2221) loss_rec_sfr: 0.2696 (0.2876) loss_cl: -0.2792 (-0.2788) time: 0.7463 data: 0.0003 max mem: 29860 [22:33:42.743553] Epoch: [169] [1380/2904] eta: 0:19:17 lr: 0.002232 loss: 0.1900 (0.1963) loss_rec_all: 0.2159 (0.2222) loss_rec_sfr: 0.2803 (0.2880) loss_cl: -0.2789 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [22:33:57.669973] Epoch: [169] [1400/2904] eta: 0:19:02 lr: 0.002232 loss: 0.1851 (0.1963) loss_rec_all: 0.2110 (0.2222) loss_rec_sfr: 0.2773 (0.2880) loss_cl: -0.2786 (-0.2788) time: 0.7463 data: 0.0003 max mem: 29860 [22:34:12.605241] Epoch: [169] [1420/2904] eta: 0:18:46 lr: 0.002232 loss: 0.1894 (0.1964) loss_rec_all: 0.2154 (0.2223) loss_rec_sfr: 0.2811 (0.2885) loss_cl: -0.2784 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [22:34:27.526441] Epoch: [169] [1440/2904] eta: 0:18:31 lr: 0.002232 loss: 0.1868 (0.1964) loss_rec_all: 0.2126 (0.2222) loss_rec_sfr: 0.2665 (0.2883) loss_cl: -0.2791 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [22:34:42.451622] Epoch: [169] [1460/2904] eta: 0:18:15 lr: 0.002232 loss: 0.1926 (0.1964) loss_rec_all: 0.2182 (0.2223) loss_rec_sfr: 0.2745 (0.2884) loss_cl: -0.2785 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [22:34:57.381612] Epoch: [169] [1480/2904] eta: 0:18:00 lr: 0.002232 loss: 0.1873 (0.1965) loss_rec_all: 0.2133 (0.2224) loss_rec_sfr: 0.2772 (0.2888) loss_cl: -0.2789 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [22:35:12.309612] Epoch: [169] [1500/2904] eta: 0:17:45 lr: 0.002232 loss: 0.1841 (0.1965) loss_rec_all: 0.2104 (0.2224) loss_rec_sfr: 0.2701 (0.2887) loss_cl: -0.2784 (-0.2788) time: 0.7464 data: 0.0003 max mem: 29860 [22:35:27.238756] Epoch: [169] [1520/2904] eta: 0:17:29 lr: 0.002232 loss: 0.1845 (0.1964) loss_rec_all: 0.2106 (0.2223) loss_rec_sfr: 0.2356 (0.2883) loss_cl: -0.2780 (-0.2787) time: 0.7464 data: 0.0003 max mem: 29860 [22:35:42.166920] Epoch: [169] [1540/2904] eta: 0:17:14 lr: 0.002232 loss: 0.1889 (0.1964) loss_rec_all: 0.2147 (0.2222) loss_rec_sfr: 0.2711 (0.2882) loss_cl: -0.2782 (-0.2787) time: 0.7464 data: 0.0003 max mem: 29860 [22:35:57.090523] Epoch: [169] [1560/2904] eta: 0:16:58 lr: 0.002232 loss: 0.1889 (0.1964) loss_rec_all: 0.2147 (0.2222) loss_rec_sfr: 0.2715 (0.2883) loss_cl: -0.2793 (-0.2787) time: 0.7461 data: 0.0003 max mem: 29860 [22:36:12.011310] Epoch: [169] [1580/2904] eta: 0:16:43 lr: 0.002232 loss: 0.1892 (0.1964) loss_rec_all: 0.2152 (0.2223) loss_rec_sfr: 0.2648 (0.2883) loss_cl: -0.2794 (-0.2787) time: 0.7460 data: 0.0003 max mem: 29860 [22:36:26.942636] Epoch: [169] [1600/2904] eta: 0:16:28 lr: 0.002232 loss: 0.1897 (0.1965) loss_rec_all: 0.2161 (0.2223) loss_rec_sfr: 0.2694 (0.2883) loss_cl: -0.2791 (-0.2787) time: 0.7465 data: 0.0003 max mem: 29860 [22:36:41.874244] Epoch: [169] [1620/2904] eta: 0:16:12 lr: 0.002232 loss: 0.1872 (0.1965) loss_rec_all: 0.2134 (0.2223) loss_rec_sfr: 0.2678 (0.2883) loss_cl: -0.2784 (-0.2787) time: 0.7465 data: 0.0003 max mem: 29860 [22:36:56.805794] Epoch: [169] [1640/2904] eta: 0:15:57 lr: 0.002232 loss: 0.1852 (0.1964) loss_rec_all: 0.2110 (0.2223) loss_rec_sfr: 0.2481 (0.2882) loss_cl: -0.2794 (-0.2788) time: 0.7465 data: 0.0003 max mem: 29860 [22:37:11.730988] Epoch: [169] [1660/2904] eta: 0:15:42 lr: 0.002232 loss: 0.1833 (0.1964) loss_rec_all: 0.2093 (0.2222) loss_rec_sfr: 0.2738 (0.2881) loss_cl: -0.2800 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [22:37:26.654658] Epoch: [169] [1680/2904] eta: 0:15:26 lr: 0.002232 loss: 0.1832 (0.1963) loss_rec_all: 0.2091 (0.2222) loss_rec_sfr: 0.2655 (0.2881) loss_cl: -0.2785 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [22:37:41.580069] Epoch: [169] [1700/2904] eta: 0:15:11 lr: 0.002232 loss: 0.1890 (0.1964) loss_rec_all: 0.2152 (0.2222) loss_rec_sfr: 0.2767 (0.2882) loss_cl: -0.2786 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [22:37:56.500894] Epoch: [169] [1720/2904] eta: 0:14:56 lr: 0.002232 loss: 0.1825 (0.1963) loss_rec_all: 0.2090 (0.2222) loss_rec_sfr: 0.2397 (0.2879) loss_cl: -0.2791 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [22:38:11.417980] Epoch: [169] [1740/2904] eta: 0:14:41 lr: 0.002232 loss: 0.1930 (0.1963) loss_rec_all: 0.2190 (0.2222) loss_rec_sfr: 0.2647 (0.2879) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [22:38:26.338170] Epoch: [169] [1760/2904] eta: 0:14:25 lr: 0.002232 loss: 0.1872 (0.1963) loss_rec_all: 0.2132 (0.2222) loss_rec_sfr: 0.2753 (0.2878) loss_cl: -0.2794 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [22:38:41.262188] Epoch: [169] [1780/2904] eta: 0:14:10 lr: 0.002232 loss: 0.1872 (0.1964) loss_rec_all: 0.2135 (0.2222) loss_rec_sfr: 0.2804 (0.2882) loss_cl: -0.2783 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [22:38:56.187566] Epoch: [169] [1800/2904] eta: 0:13:55 lr: 0.002232 loss: 0.1884 (0.1964) loss_rec_all: 0.2142 (0.2223) loss_rec_sfr: 0.2684 (0.2883) loss_cl: -0.2779 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [22:39:11.113980] Epoch: [169] [1820/2904] eta: 0:13:39 lr: 0.002232 loss: 0.1855 (0.1964) loss_rec_all: 0.2120 (0.2222) loss_rec_sfr: 0.2682 (0.2880) loss_cl: -0.2786 (-0.2787) time: 0.7463 data: 0.0003 max mem: 29860 [22:39:26.038600] Epoch: [169] [1840/2904] eta: 0:13:24 lr: 0.002232 loss: 0.1881 (0.1963) loss_rec_all: 0.2142 (0.2222) loss_rec_sfr: 0.2791 (0.2880) loss_cl: -0.2787 (-0.2787) time: 0.7462 data: 0.0003 max mem: 29860 [22:39:40.955979] Epoch: [169] [1860/2904] eta: 0:13:09 lr: 0.002232 loss: 0.1823 (0.1963) loss_rec_all: 0.2084 (0.2221) loss_rec_sfr: 0.2742 (0.2880) loss_cl: -0.2789 (-0.2787) time: 0.7458 data: 0.0003 max mem: 29860 [22:39:55.882399] Epoch: [169] [1880/2904] eta: 0:12:54 lr: 0.002232 loss: 0.1913 (0.1963) loss_rec_all: 0.2171 (0.2222) loss_rec_sfr: 0.2778 (0.2881) loss_cl: -0.2789 (-0.2787) time: 0.7463 data: 0.0003 max mem: 29860 [22:40:10.800733] Epoch: [169] [1900/2904] eta: 0:12:39 lr: 0.002232 loss: 0.1891 (0.1963) loss_rec_all: 0.2149 (0.2221) loss_rec_sfr: 0.2656 (0.2879) loss_cl: -0.2794 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [22:40:25.720695] Epoch: [169] [1920/2904] eta: 0:12:23 lr: 0.002232 loss: 0.1878 (0.1963) loss_rec_all: 0.2141 (0.2222) loss_rec_sfr: 0.2768 (0.2881) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [22:40:40.636372] Epoch: [169] [1940/2904] eta: 0:12:08 lr: 0.002232 loss: 0.1843 (0.1962) loss_rec_all: 0.2107 (0.2221) loss_rec_sfr: 0.2528 (0.2879) loss_cl: -0.2794 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [22:40:55.556796] Epoch: [169] [1960/2904] eta: 0:11:53 lr: 0.002232 loss: 0.1982 (0.1964) loss_rec_all: 0.2242 (0.2222) loss_rec_sfr: 0.2710 (0.2883) loss_cl: -0.2784 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [22:41:10.478484] Epoch: [169] [1980/2904] eta: 0:11:38 lr: 0.002232 loss: 0.1893 (0.1964) loss_rec_all: 0.2152 (0.2222) loss_rec_sfr: 0.2717 (0.2883) loss_cl: -0.2784 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [22:41:25.400080] Epoch: [169] [2000/2904] eta: 0:11:22 lr: 0.002232 loss: 0.1900 (0.1964) loss_rec_all: 0.2162 (0.2223) loss_rec_sfr: 0.2707 (0.2885) loss_cl: -0.2790 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [22:41:40.315368] Epoch: [169] [2020/2904] eta: 0:11:07 lr: 0.002232 loss: 0.1837 (0.1964) loss_rec_all: 0.2098 (0.2222) loss_rec_sfr: 0.2491 (0.2883) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [22:41:55.234659] Epoch: [169] [2040/2904] eta: 0:10:52 lr: 0.002232 loss: 0.1881 (0.1964) loss_rec_all: 0.2140 (0.2222) loss_rec_sfr: 0.2682 (0.2884) loss_cl: -0.2794 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [22:42:10.322815] Epoch: [169] [2060/2904] eta: 0:10:37 lr: 0.002232 loss: 0.1831 (0.1963) loss_rec_all: 0.2090 (0.2221) loss_rec_sfr: 0.2675 (0.2882) loss_cl: -0.2782 (-0.2788) time: 0.7544 data: 0.0003 max mem: 29860 [22:42:25.241232] Epoch: [169] [2080/2904] eta: 0:10:22 lr: 0.002232 loss: 0.1833 (0.1962) loss_rec_all: 0.2096 (0.2221) loss_rec_sfr: 0.2650 (0.2880) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [22:42:40.162703] Epoch: [169] [2100/2904] eta: 0:10:07 lr: 0.002232 loss: 0.1872 (0.1962) loss_rec_all: 0.2134 (0.2221) loss_rec_sfr: 0.2699 (0.2879) loss_cl: -0.2783 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [22:42:55.077383] Epoch: [169] [2120/2904] eta: 0:09:51 lr: 0.002232 loss: 0.1870 (0.1962) loss_rec_all: 0.2135 (0.2221) loss_rec_sfr: 0.2841 (0.2881) loss_cl: -0.2794 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [22:43:09.997497] Epoch: [169] [2140/2904] eta: 0:09:36 lr: 0.002232 loss: 0.1900 (0.1964) loss_rec_all: 0.2159 (0.2222) loss_rec_sfr: 0.2845 (0.2885) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [22:43:24.923168] Epoch: [169] [2160/2904] eta: 0:09:21 lr: 0.002232 loss: 0.1853 (0.1964) loss_rec_all: 0.2118 (0.2223) loss_rec_sfr: 0.2661 (0.2886) loss_cl: -0.2788 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [22:43:39.841999] Epoch: [169] [2180/2904] eta: 0:09:06 lr: 0.002231 loss: 0.1893 (0.1965) loss_rec_all: 0.2151 (0.2223) loss_rec_sfr: 0.2765 (0.2888) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [22:43:54.765063] Epoch: [169] [2200/2904] eta: 0:08:51 lr: 0.002231 loss: 0.1861 (0.1966) loss_rec_all: 0.2120 (0.2224) loss_rec_sfr: 0.2803 (0.2891) loss_cl: -0.2797 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [22:44:09.680130] Epoch: [169] [2220/2904] eta: 0:08:36 lr: 0.002231 loss: 0.1890 (0.1966) loss_rec_all: 0.2150 (0.2224) loss_rec_sfr: 0.2766 (0.2891) loss_cl: -0.2794 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [22:44:24.594547] Epoch: [169] [2240/2904] eta: 0:08:21 lr: 0.002231 loss: 0.1843 (0.1966) loss_rec_all: 0.2105 (0.2224) loss_rec_sfr: 0.2728 (0.2892) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [22:44:39.510724] Epoch: [169] [2260/2904] eta: 0:08:05 lr: 0.002231 loss: 0.1889 (0.1966) loss_rec_all: 0.2147 (0.2224) loss_rec_sfr: 0.2758 (0.2891) loss_cl: -0.2780 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [22:44:54.427428] Epoch: [169] [2280/2904] eta: 0:07:50 lr: 0.002231 loss: 0.1866 (0.1965) loss_rec_all: 0.2124 (0.2224) loss_rec_sfr: 0.2742 (0.2890) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [22:45:09.345218] Epoch: [169] [2300/2904] eta: 0:07:35 lr: 0.002231 loss: 0.1827 (0.1964) loss_rec_all: 0.2087 (0.2223) loss_rec_sfr: 0.2363 (0.2887) loss_cl: -0.2795 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [22:45:24.265353] Epoch: [169] [2320/2904] eta: 0:07:20 lr: 0.002231 loss: 0.1888 (0.1965) loss_rec_all: 0.2148 (0.2224) loss_rec_sfr: 0.2827 (0.2889) loss_cl: -0.2784 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [22:45:39.179323] Epoch: [169] [2340/2904] eta: 0:07:05 lr: 0.002231 loss: 0.1890 (0.1966) loss_rec_all: 0.2146 (0.2224) loss_rec_sfr: 0.2834 (0.2892) loss_cl: -0.2777 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [22:45:54.100770] Epoch: [169] [2360/2904] eta: 0:06:50 lr: 0.002231 loss: 0.1859 (0.1966) loss_rec_all: 0.2118 (0.2224) loss_rec_sfr: 0.2658 (0.2892) loss_cl: -0.2794 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [22:46:09.020600] Epoch: [169] [2380/2904] eta: 0:06:35 lr: 0.002231 loss: 0.1869 (0.1966) loss_rec_all: 0.2134 (0.2224) loss_rec_sfr: 0.2670 (0.2891) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [22:46:23.939141] Epoch: [169] [2400/2904] eta: 0:06:20 lr: 0.002231 loss: 0.1841 (0.1966) loss_rec_all: 0.2100 (0.2224) loss_rec_sfr: 0.2775 (0.2892) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [22:46:38.859595] Epoch: [169] [2420/2904] eta: 0:06:04 lr: 0.002231 loss: 0.1862 (0.1965) loss_rec_all: 0.2122 (0.2224) loss_rec_sfr: 0.2698 (0.2891) loss_cl: -0.2794 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [22:46:53.778477] Epoch: [169] [2440/2904] eta: 0:05:49 lr: 0.002231 loss: 0.1879 (0.1965) loss_rec_all: 0.2137 (0.2224) loss_rec_sfr: 0.2662 (0.2890) loss_cl: -0.2784 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [22:47:08.696501] Epoch: [169] [2460/2904] eta: 0:05:34 lr: 0.002231 loss: 0.1873 (0.1965) loss_rec_all: 0.2130 (0.2224) loss_rec_sfr: 0.2769 (0.2891) loss_cl: -0.2778 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [22:47:23.610439] Epoch: [169] [2480/2904] eta: 0:05:19 lr: 0.002231 loss: 0.1861 (0.1965) loss_rec_all: 0.2125 (0.2223) loss_rec_sfr: 0.2431 (0.2890) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [22:47:38.527325] Epoch: [169] [2500/2904] eta: 0:05:04 lr: 0.002231 loss: 0.1859 (0.1965) loss_rec_all: 0.2121 (0.2223) loss_rec_sfr: 0.2699 (0.2889) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [22:47:53.446072] Epoch: [169] [2520/2904] eta: 0:04:49 lr: 0.002231 loss: 0.1846 (0.1964) loss_rec_all: 0.2105 (0.2223) loss_rec_sfr: 0.2827 (0.2889) loss_cl: -0.2799 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [22:48:08.365938] Epoch: [169] [2540/2904] eta: 0:04:34 lr: 0.002231 loss: 0.1846 (0.1964) loss_rec_all: 0.2104 (0.2223) loss_rec_sfr: 0.2767 (0.2888) loss_cl: -0.2791 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [22:48:23.290243] Epoch: [169] [2560/2904] eta: 0:04:19 lr: 0.002231 loss: 0.1912 (0.1964) loss_rec_all: 0.2170 (0.2223) loss_rec_sfr: 0.2714 (0.2889) loss_cl: -0.2782 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [22:48:38.186607] Epoch: [169] [2580/2904] eta: 0:04:04 lr: 0.002231 loss: 0.1843 (0.1964) loss_rec_all: 0.2106 (0.2222) loss_rec_sfr: 0.2639 (0.2887) loss_cl: -0.2792 (-0.2788) time: 0.7448 data: 0.0002 max mem: 29860 [22:48:53.103500] Epoch: [169] [2600/2904] eta: 0:03:49 lr: 0.002231 loss: 0.1865 (0.1964) loss_rec_all: 0.2128 (0.2222) loss_rec_sfr: 0.2614 (0.2887) loss_cl: -0.2800 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [22:49:08.018829] Epoch: [169] [2620/2904] eta: 0:03:33 lr: 0.002231 loss: 0.1889 (0.1963) loss_rec_all: 0.2149 (0.2222) loss_rec_sfr: 0.2746 (0.2887) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [22:49:22.939394] Epoch: [169] [2640/2904] eta: 0:03:18 lr: 0.002231 loss: 0.1843 (0.1963) loss_rec_all: 0.2104 (0.2222) loss_rec_sfr: 0.2726 (0.2886) loss_cl: -0.2793 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [22:49:37.862099] Epoch: [169] [2660/2904] eta: 0:03:03 lr: 0.002231 loss: 0.1849 (0.1963) loss_rec_all: 0.2109 (0.2221) loss_rec_sfr: 0.2685 (0.2885) loss_cl: -0.2786 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [22:49:52.784555] Epoch: [169] [2680/2904] eta: 0:02:48 lr: 0.002231 loss: 0.1878 (0.1963) loss_rec_all: 0.2140 (0.2222) loss_rec_sfr: 0.2713 (0.2886) loss_cl: -0.2793 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [22:50:07.699613] Epoch: [169] [2700/2904] eta: 0:02:33 lr: 0.002231 loss: 0.1857 (0.1963) loss_rec_all: 0.2114 (0.2222) loss_rec_sfr: 0.2832 (0.2887) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [22:50:22.617799] Epoch: [169] [2720/2904] eta: 0:02:18 lr: 0.002231 loss: 0.1844 (0.1963) loss_rec_all: 0.2103 (0.2222) loss_rec_sfr: 0.2610 (0.2888) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [22:50:37.555364] Epoch: [169] [2740/2904] eta: 0:02:03 lr: 0.002231 loss: 0.1885 (0.1964) loss_rec_all: 0.2142 (0.2222) loss_rec_sfr: 0.2834 (0.2889) loss_cl: -0.2777 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [22:50:52.500012] Epoch: [169] [2760/2904] eta: 0:01:48 lr: 0.002231 loss: 0.1878 (0.1963) loss_rec_all: 0.2141 (0.2222) loss_rec_sfr: 0.2598 (0.2887) loss_cl: -0.2786 (-0.2788) time: 0.7472 data: 0.0002 max mem: 29860 [22:51:07.445451] Epoch: [169] [2780/2904] eta: 0:01:33 lr: 0.002231 loss: 0.1907 (0.1964) loss_rec_all: 0.2169 (0.2223) loss_rec_sfr: 0.2761 (0.2890) loss_cl: -0.2793 (-0.2788) time: 0.7472 data: 0.0002 max mem: 29860 [22:51:22.389881] Epoch: [169] [2800/2904] eta: 0:01:18 lr: 0.002231 loss: 0.1873 (0.1964) loss_rec_all: 0.2134 (0.2223) loss_rec_sfr: 0.2768 (0.2891) loss_cl: -0.2796 (-0.2788) time: 0.7472 data: 0.0002 max mem: 29860 [22:51:37.333775] Epoch: [169] [2820/2904] eta: 0:01:03 lr: 0.002231 loss: 0.1885 (0.1964) loss_rec_all: 0.2144 (0.2223) loss_rec_sfr: 0.2729 (0.2890) loss_cl: -0.2788 (-0.2788) time: 0.7471 data: 0.0002 max mem: 29860 [22:51:52.316081] Epoch: [169] [2840/2904] eta: 0:00:48 lr: 0.002231 loss: 0.1875 (0.1964) loss_rec_all: 0.2133 (0.2223) loss_rec_sfr: 0.2841 (0.2891) loss_cl: -0.2785 (-0.2788) time: 0.7491 data: 0.0026 max mem: 29860 [22:52:07.249316] Epoch: [169] [2860/2904] eta: 0:00:33 lr: 0.002231 loss: 0.1880 (0.1964) loss_rec_all: 0.2139 (0.2223) loss_rec_sfr: 0.2724 (0.2892) loss_cl: -0.2788 (-0.2788) time: 0.7466 data: 0.0001 max mem: 29860 [22:52:22.198308] Epoch: [169] [2880/2904] eta: 0:00:18 lr: 0.002231 loss: 0.1829 (0.1964) loss_rec_all: 0.2094 (0.2223) loss_rec_sfr: 0.2472 (0.2890) loss_cl: -0.2796 (-0.2788) time: 0.7474 data: 0.0002 max mem: 29860 [22:52:37.156756] Epoch: [169] [2900/2904] eta: 0:00:03 lr: 0.002231 loss: 0.1892 (0.1965) loss_rec_all: 0.2152 (0.2223) loss_rec_sfr: 0.2867 (0.2893) loss_cl: -0.2790 (-0.2788) time: 0.7479 data: 0.0001 max mem: 29860 [22:52:39.408736] Epoch: [169] [2903/2904] eta: 0:00:00 lr: 0.002231 loss: 0.1895 (0.1965) loss_rec_all: 0.2152 (0.2223) loss_rec_sfr: 0.2850 (0.2893) loss_cl: -0.2788 (-0.2788) time: 0.7480 data: 0.0001 max mem: 29860 [22:52:41.802382] Epoch: [169] Total time: 0:36:28 (0.7535 s / it) [22:52:41.822681] Averaged stats: lr: 0.002231 loss: 0.1895 (0.1989) loss_rec_all: 0.2152 (0.2225) loss_rec_sfr: 0.2850 (0.2895) loss_cl: -0.2788 (-0.2555) [22:52:41.828783] log_dir: ./checkpoint/VF2_ViT-B [22:53:01.589334] Epoch: [170] [ 0/2904] eta: 15:56:22 lr: 0.002231 loss: 0.2553 (0.2553) loss_rec_all: 0.2797 (0.2797) loss_rec_sfr: 0.4653 (0.4653) loss_cl: -0.2765 (-0.2765) time: 19.7598 data: 19.0274 max mem: 29860 [22:53:16.709854] Epoch: [170] [ 20/2904] eta: 1:19:49 lr: 0.002231 loss: 0.1826 (0.1943) loss_rec_all: 0.2087 (0.2202) loss_rec_sfr: 0.2746 (0.2907) loss_cl: -0.2791 (-0.2790) time: 0.7559 data: 0.0004 max mem: 29860 [22:53:31.631830] Epoch: [170] [ 40/2904] eta: 0:57:58 lr: 0.002231 loss: 0.1901 (0.1997) loss_rec_all: 0.2160 (0.2255) loss_rec_sfr: 0.2625 (0.3015) loss_cl: -0.2785 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [22:53:46.553315] Epoch: [170] [ 60/2904] eta: 0:50:17 lr: 0.002231 loss: 0.1900 (0.1988) loss_rec_all: 0.2159 (0.2247) loss_rec_sfr: 0.2654 (0.2940) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [22:54:01.491363] Epoch: [170] [ 80/2904] eta: 0:46:17 lr: 0.002231 loss: 0.1885 (0.1978) loss_rec_all: 0.2142 (0.2236) loss_rec_sfr: 0.2714 (0.2897) loss_cl: -0.2798 (-0.2790) time: 0.7468 data: 0.0003 max mem: 29860 [22:54:16.429699] Epoch: [170] [ 100/2904] eta: 0:43:46 lr: 0.002231 loss: 0.1904 (0.1979) loss_rec_all: 0.2162 (0.2238) loss_rec_sfr: 0.2592 (0.2898) loss_cl: -0.2790 (-0.2789) time: 0.7469 data: 0.0002 max mem: 29860 [22:54:31.379068] Epoch: [170] [ 120/2904] eta: 0:42:00 lr: 0.002231 loss: 0.1884 (0.1982) loss_rec_all: 0.2142 (0.2241) loss_rec_sfr: 0.2717 (0.2914) loss_cl: -0.2780 (-0.2788) time: 0.7474 data: 0.0003 max mem: 29860 [22:54:46.343047] Epoch: [170] [ 140/2904] eta: 0:40:40 lr: 0.002231 loss: 0.1893 (0.1980) loss_rec_all: 0.2155 (0.2239) loss_rec_sfr: 0.2638 (0.2898) loss_cl: -0.2791 (-0.2788) time: 0.7481 data: 0.0003 max mem: 29860 [22:55:01.314310] Epoch: [170] [ 160/2904] eta: 0:39:37 lr: 0.002231 loss: 0.1884 (0.1991) loss_rec_all: 0.2139 (0.2249) loss_rec_sfr: 0.2944 (0.2951) loss_cl: -0.2785 (-0.2788) time: 0.7485 data: 0.0002 max mem: 29860 [22:55:16.276649] Epoch: [170] [ 180/2904] eta: 0:38:44 lr: 0.002231 loss: 0.1892 (0.1997) loss_rec_all: 0.2152 (0.2255) loss_rec_sfr: 0.2770 (0.2973) loss_cl: -0.2789 (-0.2788) time: 0.7481 data: 0.0002 max mem: 29860 [22:55:31.242535] Epoch: [170] [ 200/2904] eta: 0:37:58 lr: 0.002231 loss: 0.1903 (0.2003) loss_rec_all: 0.2162 (0.2261) loss_rec_sfr: 0.2784 (0.2998) loss_cl: -0.2785 (-0.2788) time: 0.7482 data: 0.0002 max mem: 29860 [22:55:46.201664] Epoch: [170] [ 220/2904] eta: 0:37:19 lr: 0.002231 loss: 0.1838 (0.1995) loss_rec_all: 0.2101 (0.2253) loss_rec_sfr: 0.2687 (0.2974) loss_cl: -0.2784 (-0.2788) time: 0.7479 data: 0.0002 max mem: 29860 [22:56:01.157642] Epoch: [170] [ 240/2904] eta: 0:36:43 lr: 0.002231 loss: 0.1892 (0.1996) loss_rec_all: 0.2156 (0.2254) loss_rec_sfr: 0.2880 (0.2981) loss_cl: -0.2790 (-0.2788) time: 0.7477 data: 0.0003 max mem: 29860 [22:56:16.143109] Epoch: [170] [ 260/2904] eta: 0:36:10 lr: 0.002231 loss: 0.1870 (0.1991) loss_rec_all: 0.2129 (0.2249) loss_rec_sfr: 0.2666 (0.2956) loss_cl: -0.2791 (-0.2788) time: 0.7492 data: 0.0002 max mem: 29860 [22:56:31.117126] Epoch: [170] [ 280/2904] eta: 0:35:40 lr: 0.002231 loss: 0.1872 (0.1993) loss_rec_all: 0.2131 (0.2251) loss_rec_sfr: 0.2773 (0.2963) loss_cl: -0.2788 (-0.2788) time: 0.7486 data: 0.0003 max mem: 29860 [22:56:46.086006] Epoch: [170] [ 300/2904] eta: 0:35:12 lr: 0.002231 loss: 0.1842 (0.1988) loss_rec_all: 0.2103 (0.2246) loss_rec_sfr: 0.2690 (0.2950) loss_cl: -0.2789 (-0.2788) time: 0.7484 data: 0.0002 max mem: 29860 [22:57:01.014907] Epoch: [170] [ 320/2904] eta: 0:34:46 lr: 0.002231 loss: 0.1847 (0.1979) loss_rec_all: 0.2109 (0.2238) loss_rec_sfr: 0.2361 (0.2918) loss_cl: -0.2791 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [22:57:15.941498] Epoch: [170] [ 340/2904] eta: 0:34:20 lr: 0.002231 loss: 0.1870 (0.1977) loss_rec_all: 0.2128 (0.2235) loss_rec_sfr: 0.2375 (0.2903) loss_cl: -0.2784 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [22:57:30.867423] Epoch: [170] [ 360/2904] eta: 0:33:56 lr: 0.002231 loss: 0.1833 (0.1969) loss_rec_all: 0.2095 (0.2228) loss_rec_sfr: 0.2730 (0.2886) loss_cl: -0.2782 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [22:57:45.791831] Epoch: [170] [ 380/2904] eta: 0:33:33 lr: 0.002231 loss: 0.1852 (0.1966) loss_rec_all: 0.2116 (0.2225) loss_rec_sfr: 0.2628 (0.2881) loss_cl: -0.2790 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [22:58:00.714868] Epoch: [170] [ 400/2904] eta: 0:33:11 lr: 0.002231 loss: 0.1894 (0.1972) loss_rec_all: 0.2155 (0.2230) loss_rec_sfr: 0.2810 (0.2903) loss_cl: -0.2783 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [22:58:15.650788] Epoch: [170] [ 420/2904] eta: 0:32:49 lr: 0.002230 loss: 0.1834 (0.1969) loss_rec_all: 0.2095 (0.2227) loss_rec_sfr: 0.2677 (0.2895) loss_cl: -0.2789 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [22:58:30.583006] Epoch: [170] [ 440/2904] eta: 0:32:28 lr: 0.002230 loss: 0.1824 (0.1965) loss_rec_all: 0.2083 (0.2223) loss_rec_sfr: 0.2775 (0.2886) loss_cl: -0.2786 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [22:58:45.513569] Epoch: [170] [ 460/2904] eta: 0:32:07 lr: 0.002230 loss: 0.1847 (0.1967) loss_rec_all: 0.2107 (0.2225) loss_rec_sfr: 0.2776 (0.2897) loss_cl: -0.2793 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [22:59:00.451364] Epoch: [170] [ 480/2904] eta: 0:31:47 lr: 0.002230 loss: 0.1893 (0.1970) loss_rec_all: 0.2156 (0.2228) loss_rec_sfr: 0.2631 (0.2902) loss_cl: -0.2799 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [22:59:15.401917] Epoch: [170] [ 500/2904] eta: 0:31:28 lr: 0.002230 loss: 0.1835 (0.1970) loss_rec_all: 0.2097 (0.2228) loss_rec_sfr: 0.2776 (0.2902) loss_cl: -0.2789 (-0.2788) time: 0.7475 data: 0.0002 max mem: 29860 [22:59:30.338968] Epoch: [170] [ 520/2904] eta: 0:31:09 lr: 0.002230 loss: 0.1831 (0.1968) loss_rec_all: 0.2092 (0.2227) loss_rec_sfr: 0.2804 (0.2902) loss_cl: -0.2782 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [22:59:45.272183] Epoch: [170] [ 540/2904] eta: 0:30:50 lr: 0.002230 loss: 0.1859 (0.1971) loss_rec_all: 0.2122 (0.2229) loss_rec_sfr: 0.2791 (0.2912) loss_cl: -0.2788 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [23:00:00.196295] Epoch: [170] [ 560/2904] eta: 0:30:31 lr: 0.002230 loss: 0.1850 (0.1968) loss_rec_all: 0.2109 (0.2226) loss_rec_sfr: 0.2754 (0.2906) loss_cl: -0.2793 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [23:00:15.122959] Epoch: [170] [ 580/2904] eta: 0:30:13 lr: 0.002230 loss: 0.1867 (0.1968) loss_rec_all: 0.2126 (0.2226) loss_rec_sfr: 0.2704 (0.2904) loss_cl: -0.2791 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [23:00:30.054723] Epoch: [170] [ 600/2904] eta: 0:29:54 lr: 0.002230 loss: 0.1836 (0.1969) loss_rec_all: 0.2094 (0.2228) loss_rec_sfr: 0.2775 (0.2909) loss_cl: -0.2788 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [23:00:44.978930] Epoch: [170] [ 620/2904] eta: 0:29:36 lr: 0.002230 loss: 0.1900 (0.1970) loss_rec_all: 0.2156 (0.2229) loss_rec_sfr: 0.2922 (0.2914) loss_cl: -0.2783 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [23:00:59.904230] Epoch: [170] [ 640/2904] eta: 0:29:19 lr: 0.002230 loss: 0.1936 (0.1970) loss_rec_all: 0.2193 (0.2228) loss_rec_sfr: 0.2694 (0.2909) loss_cl: -0.2788 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [23:01:14.826449] Epoch: [170] [ 660/2904] eta: 0:29:01 lr: 0.002230 loss: 0.1860 (0.1967) loss_rec_all: 0.2120 (0.2226) loss_rec_sfr: 0.2751 (0.2904) loss_cl: -0.2786 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [23:01:29.747868] Epoch: [170] [ 680/2904] eta: 0:28:43 lr: 0.002230 loss: 0.1931 (0.1968) loss_rec_all: 0.2191 (0.2227) loss_rec_sfr: 0.2718 (0.2906) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [23:01:44.671407] Epoch: [170] [ 700/2904] eta: 0:28:26 lr: 0.002230 loss: 0.1847 (0.1966) loss_rec_all: 0.2108 (0.2225) loss_rec_sfr: 0.2812 (0.2905) loss_cl: -0.2787 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [23:01:59.592460] Epoch: [170] [ 720/2904] eta: 0:28:09 lr: 0.002230 loss: 0.1886 (0.1967) loss_rec_all: 0.2144 (0.2225) loss_rec_sfr: 0.2727 (0.2908) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [23:02:14.520779] Epoch: [170] [ 740/2904] eta: 0:27:52 lr: 0.002230 loss: 0.1921 (0.1970) loss_rec_all: 0.2180 (0.2229) loss_rec_sfr: 0.2759 (0.2918) loss_cl: -0.2780 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [23:02:29.443867] Epoch: [170] [ 760/2904] eta: 0:27:35 lr: 0.002230 loss: 0.1847 (0.1970) loss_rec_all: 0.2111 (0.2228) loss_rec_sfr: 0.2636 (0.2915) loss_cl: -0.2794 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [23:02:44.361411] Epoch: [170] [ 780/2904] eta: 0:27:18 lr: 0.002230 loss: 0.1905 (0.1972) loss_rec_all: 0.2166 (0.2231) loss_rec_sfr: 0.2864 (0.2925) loss_cl: -0.2796 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [23:02:59.276241] Epoch: [170] [ 800/2904] eta: 0:27:01 lr: 0.002230 loss: 0.1878 (0.1971) loss_rec_all: 0.2136 (0.2230) loss_rec_sfr: 0.2663 (0.2921) loss_cl: -0.2796 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [23:03:14.195573] Epoch: [170] [ 820/2904] eta: 0:26:45 lr: 0.002230 loss: 0.1920 (0.1974) loss_rec_all: 0.2176 (0.2232) loss_rec_sfr: 0.2741 (0.2926) loss_cl: -0.2778 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [23:03:29.122959] Epoch: [170] [ 840/2904] eta: 0:26:28 lr: 0.002230 loss: 0.1868 (0.1974) loss_rec_all: 0.2126 (0.2232) loss_rec_sfr: 0.2458 (0.2924) loss_cl: -0.2788 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [23:03:44.047875] Epoch: [170] [ 860/2904] eta: 0:26:11 lr: 0.002230 loss: 0.1822 (0.1972) loss_rec_all: 0.2082 (0.2230) loss_rec_sfr: 0.2695 (0.2920) loss_cl: -0.2786 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [23:03:58.970908] Epoch: [170] [ 880/2904] eta: 0:25:55 lr: 0.002230 loss: 0.1918 (0.1972) loss_rec_all: 0.2179 (0.2230) loss_rec_sfr: 0.2611 (0.2915) loss_cl: -0.2790 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [23:04:13.895819] Epoch: [170] [ 900/2904] eta: 0:25:39 lr: 0.002230 loss: 0.1865 (0.1972) loss_rec_all: 0.2127 (0.2231) loss_rec_sfr: 0.2720 (0.2917) loss_cl: -0.2785 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [23:04:28.819838] Epoch: [170] [ 920/2904] eta: 0:25:22 lr: 0.002230 loss: 0.1911 (0.1972) loss_rec_all: 0.2171 (0.2230) loss_rec_sfr: 0.2639 (0.2913) loss_cl: -0.2784 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [23:04:43.748498] Epoch: [170] [ 940/2904] eta: 0:25:06 lr: 0.002230 loss: 0.1854 (0.1972) loss_rec_all: 0.2114 (0.2230) loss_rec_sfr: 0.2657 (0.2913) loss_cl: -0.2792 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [23:04:58.676860] Epoch: [170] [ 960/2904] eta: 0:24:50 lr: 0.002230 loss: 0.1888 (0.1972) loss_rec_all: 0.2147 (0.2230) loss_rec_sfr: 0.2790 (0.2914) loss_cl: -0.2786 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [23:05:13.606188] Epoch: [170] [ 980/2904] eta: 0:24:34 lr: 0.002230 loss: 0.1862 (0.1973) loss_rec_all: 0.2123 (0.2232) loss_rec_sfr: 0.2608 (0.2919) loss_cl: -0.2790 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [23:05:28.536122] Epoch: [170] [1000/2904] eta: 0:24:18 lr: 0.002230 loss: 0.1876 (0.1974) loss_rec_all: 0.2132 (0.2232) loss_rec_sfr: 0.2707 (0.2919) loss_cl: -0.2788 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [23:05:43.452200] Epoch: [170] [1020/2904] eta: 0:24:02 lr: 0.002230 loss: 0.1833 (0.1975) loss_rec_all: 0.2092 (0.2233) loss_rec_sfr: 0.2842 (0.2924) loss_cl: -0.2781 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [23:05:58.374856] Epoch: [170] [1040/2904] eta: 0:23:46 lr: 0.002230 loss: 0.1893 (0.1977) loss_rec_all: 0.2157 (0.2235) loss_rec_sfr: 0.2824 (0.2930) loss_cl: -0.2790 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [23:06:13.305822] Epoch: [170] [1060/2904] eta: 0:23:30 lr: 0.002230 loss: 0.1940 (0.1979) loss_rec_all: 0.2199 (0.2237) loss_rec_sfr: 0.2780 (0.2936) loss_cl: -0.2788 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [23:06:28.240427] Epoch: [170] [1080/2904] eta: 0:23:14 lr: 0.002230 loss: 0.1865 (0.1976) loss_rec_all: 0.2131 (0.2235) loss_rec_sfr: 0.2376 (0.2928) loss_cl: -0.2798 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [23:06:43.171500] Epoch: [170] [1100/2904] eta: 0:22:58 lr: 0.002230 loss: 0.1879 (0.1977) loss_rec_all: 0.2137 (0.2235) loss_rec_sfr: 0.2778 (0.2930) loss_cl: -0.2790 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [23:06:58.099484] Epoch: [170] [1120/2904] eta: 0:22:42 lr: 0.002230 loss: 0.1848 (0.1977) loss_rec_all: 0.2110 (0.2235) loss_rec_sfr: 0.2746 (0.2930) loss_cl: -0.2780 (-0.2787) time: 0.7464 data: 0.0003 max mem: 29860 [23:07:13.020210] Epoch: [170] [1140/2904] eta: 0:22:26 lr: 0.002230 loss: 0.1873 (0.1977) loss_rec_all: 0.2136 (0.2235) loss_rec_sfr: 0.2757 (0.2929) loss_cl: -0.2788 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [23:07:27.942465] Epoch: [170] [1160/2904] eta: 0:22:10 lr: 0.002230 loss: 0.1869 (0.1977) loss_rec_all: 0.2132 (0.2235) loss_rec_sfr: 0.2633 (0.2927) loss_cl: -0.2789 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [23:07:42.863223] Epoch: [170] [1180/2904] eta: 0:21:55 lr: 0.002230 loss: 0.1853 (0.1975) loss_rec_all: 0.2115 (0.2234) loss_rec_sfr: 0.2633 (0.2924) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [23:07:57.788526] Epoch: [170] [1200/2904] eta: 0:21:39 lr: 0.002230 loss: 0.1885 (0.1977) loss_rec_all: 0.2141 (0.2235) loss_rec_sfr: 0.2973 (0.2930) loss_cl: -0.2783 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [23:08:12.716393] Epoch: [170] [1220/2904] eta: 0:21:23 lr: 0.002230 loss: 0.1882 (0.1978) loss_rec_all: 0.2145 (0.2236) loss_rec_sfr: 0.2721 (0.2932) loss_cl: -0.2788 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [23:08:27.643968] Epoch: [170] [1240/2904] eta: 0:21:08 lr: 0.002230 loss: 0.1935 (0.1979) loss_rec_all: 0.2194 (0.2237) loss_rec_sfr: 0.2818 (0.2936) loss_cl: -0.2788 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [23:08:42.578530] Epoch: [170] [1260/2904] eta: 0:20:52 lr: 0.002230 loss: 0.1884 (0.1979) loss_rec_all: 0.2141 (0.2237) loss_rec_sfr: 0.2732 (0.2935) loss_cl: -0.2786 (-0.2787) time: 0.7467 data: 0.0002 max mem: 29860 [23:08:57.498384] Epoch: [170] [1280/2904] eta: 0:20:36 lr: 0.002230 loss: 0.1859 (0.1977) loss_rec_all: 0.2118 (0.2236) loss_rec_sfr: 0.2712 (0.2929) loss_cl: -0.2789 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [23:09:12.423906] Epoch: [170] [1300/2904] eta: 0:20:21 lr: 0.002230 loss: 0.1934 (0.1978) loss_rec_all: 0.2192 (0.2237) loss_rec_sfr: 0.2740 (0.2931) loss_cl: -0.2784 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [23:09:27.346587] Epoch: [170] [1320/2904] eta: 0:20:05 lr: 0.002230 loss: 0.1849 (0.1978) loss_rec_all: 0.2109 (0.2236) loss_rec_sfr: 0.2619 (0.2929) loss_cl: -0.2791 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [23:09:42.435151] Epoch: [170] [1340/2904] eta: 0:19:50 lr: 0.002230 loss: 0.1879 (0.1978) loss_rec_all: 0.2139 (0.2236) loss_rec_sfr: 0.2744 (0.2929) loss_cl: -0.2788 (-0.2787) time: 0.7544 data: 0.0003 max mem: 29860 [23:09:57.359503] Epoch: [170] [1360/2904] eta: 0:19:34 lr: 0.002230 loss: 0.1875 (0.1977) loss_rec_all: 0.2140 (0.2236) loss_rec_sfr: 0.2678 (0.2927) loss_cl: -0.2789 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [23:10:12.277351] Epoch: [170] [1380/2904] eta: 0:19:19 lr: 0.002230 loss: 0.1877 (0.1977) loss_rec_all: 0.2141 (0.2235) loss_rec_sfr: 0.2687 (0.2925) loss_cl: -0.2799 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [23:10:27.199070] Epoch: [170] [1400/2904] eta: 0:19:03 lr: 0.002230 loss: 0.1879 (0.1978) loss_rec_all: 0.2139 (0.2236) loss_rec_sfr: 0.2918 (0.2929) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [23:10:42.117131] Epoch: [170] [1420/2904] eta: 0:18:48 lr: 0.002230 loss: 0.1893 (0.1977) loss_rec_all: 0.2151 (0.2236) loss_rec_sfr: 0.2714 (0.2926) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [23:10:57.044178] Epoch: [170] [1440/2904] eta: 0:18:32 lr: 0.002230 loss: 0.1829 (0.1976) loss_rec_all: 0.2087 (0.2234) loss_rec_sfr: 0.2679 (0.2923) loss_cl: -0.2781 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [23:11:11.971084] Epoch: [170] [1460/2904] eta: 0:18:17 lr: 0.002230 loss: 0.1879 (0.1975) loss_rec_all: 0.2141 (0.2233) loss_rec_sfr: 0.2671 (0.2920) loss_cl: -0.2783 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [23:11:26.898604] Epoch: [170] [1480/2904] eta: 0:18:01 lr: 0.002230 loss: 0.1863 (0.1975) loss_rec_all: 0.2124 (0.2233) loss_rec_sfr: 0.2628 (0.2918) loss_cl: -0.2783 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [23:11:41.826392] Epoch: [170] [1500/2904] eta: 0:17:46 lr: 0.002230 loss: 0.1862 (0.1975) loss_rec_all: 0.2126 (0.2233) loss_rec_sfr: 0.2764 (0.2918) loss_cl: -0.2783 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [23:11:56.749325] Epoch: [170] [1520/2904] eta: 0:17:30 lr: 0.002230 loss: 0.1885 (0.1975) loss_rec_all: 0.2144 (0.2233) loss_rec_sfr: 0.2774 (0.2919) loss_cl: -0.2793 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [23:12:11.671445] Epoch: [170] [1540/2904] eta: 0:17:15 lr: 0.002230 loss: 0.1865 (0.1975) loss_rec_all: 0.2130 (0.2233) loss_rec_sfr: 0.2657 (0.2919) loss_cl: -0.2792 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [23:12:26.594931] Epoch: [170] [1560/2904] eta: 0:17:00 lr: 0.002229 loss: 0.1935 (0.1976) loss_rec_all: 0.2192 (0.2234) loss_rec_sfr: 0.2829 (0.2923) loss_cl: -0.2796 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [23:12:41.517478] Epoch: [170] [1580/2904] eta: 0:16:44 lr: 0.002229 loss: 0.1871 (0.1976) loss_rec_all: 0.2128 (0.2234) loss_rec_sfr: 0.2852 (0.2925) loss_cl: -0.2787 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [23:12:56.439560] Epoch: [170] [1600/2904] eta: 0:16:29 lr: 0.002229 loss: 0.1884 (0.1977) loss_rec_all: 0.2141 (0.2235) loss_rec_sfr: 0.2814 (0.2927) loss_cl: -0.2777 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [23:13:11.361228] Epoch: [170] [1620/2904] eta: 0:16:13 lr: 0.002229 loss: 0.1874 (0.1977) loss_rec_all: 0.2139 (0.2235) loss_rec_sfr: 0.2556 (0.2926) loss_cl: -0.2790 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [23:13:26.281814] Epoch: [170] [1640/2904] eta: 0:15:58 lr: 0.002229 loss: 0.1861 (0.1977) loss_rec_all: 0.2125 (0.2235) loss_rec_sfr: 0.2604 (0.2925) loss_cl: -0.2791 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [23:13:41.203570] Epoch: [170] [1660/2904] eta: 0:15:43 lr: 0.002229 loss: 0.1882 (0.1977) loss_rec_all: 0.2141 (0.2235) loss_rec_sfr: 0.2753 (0.2925) loss_cl: -0.2797 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [23:13:56.124733] Epoch: [170] [1680/2904] eta: 0:15:27 lr: 0.002229 loss: 0.1851 (0.1976) loss_rec_all: 0.2113 (0.2234) loss_rec_sfr: 0.2673 (0.2923) loss_cl: -0.2791 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [23:14:11.044557] Epoch: [170] [1700/2904] eta: 0:15:12 lr: 0.002229 loss: 0.1906 (0.1977) loss_rec_all: 0.2165 (0.2235) loss_rec_sfr: 0.2836 (0.2926) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [23:14:25.964773] Epoch: [170] [1720/2904] eta: 0:14:57 lr: 0.002229 loss: 0.1849 (0.1977) loss_rec_all: 0.2109 (0.2235) loss_rec_sfr: 0.2712 (0.2926) loss_cl: -0.2794 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [23:14:40.886389] Epoch: [170] [1740/2904] eta: 0:14:41 lr: 0.002229 loss: 0.1840 (0.1977) loss_rec_all: 0.2098 (0.2235) loss_rec_sfr: 0.2695 (0.2926) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [23:14:55.807895] Epoch: [170] [1760/2904] eta: 0:14:26 lr: 0.002229 loss: 0.1857 (0.1977) loss_rec_all: 0.2116 (0.2235) loss_rec_sfr: 0.2800 (0.2926) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [23:15:10.728256] Epoch: [170] [1780/2904] eta: 0:14:11 lr: 0.002229 loss: 0.1850 (0.1977) loss_rec_all: 0.2109 (0.2235) loss_rec_sfr: 0.2632 (0.2926) loss_cl: -0.2781 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [23:15:25.647179] Epoch: [170] [1800/2904] eta: 0:13:55 lr: 0.002229 loss: 0.1910 (0.1977) loss_rec_all: 0.2171 (0.2235) loss_rec_sfr: 0.2641 (0.2927) loss_cl: -0.2781 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [23:15:40.567647] Epoch: [170] [1820/2904] eta: 0:13:40 lr: 0.002229 loss: 0.1892 (0.1978) loss_rec_all: 0.2154 (0.2236) loss_rec_sfr: 0.2667 (0.2929) loss_cl: -0.2788 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [23:15:55.488262] Epoch: [170] [1840/2904] eta: 0:13:25 lr: 0.002229 loss: 0.1860 (0.1976) loss_rec_all: 0.2120 (0.2235) loss_rec_sfr: 0.2697 (0.2925) loss_cl: -0.2801 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [23:16:10.410308] Epoch: [170] [1860/2904] eta: 0:13:10 lr: 0.002229 loss: 0.1920 (0.1977) loss_rec_all: 0.2180 (0.2235) loss_rec_sfr: 0.2699 (0.2927) loss_cl: -0.2790 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [23:16:25.332214] Epoch: [170] [1880/2904] eta: 0:12:54 lr: 0.002229 loss: 0.1873 (0.1977) loss_rec_all: 0.2129 (0.2235) loss_rec_sfr: 0.2840 (0.2928) loss_cl: -0.2785 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [23:16:40.251867] Epoch: [170] [1900/2904] eta: 0:12:39 lr: 0.002229 loss: 0.1872 (0.1977) loss_rec_all: 0.2136 (0.2236) loss_rec_sfr: 0.2595 (0.2928) loss_cl: -0.2784 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [23:16:55.171183] Epoch: [170] [1920/2904] eta: 0:12:24 lr: 0.002229 loss: 0.1912 (0.1978) loss_rec_all: 0.2174 (0.2236) loss_rec_sfr: 0.2684 (0.2928) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [23:17:10.098199] Epoch: [170] [1940/2904] eta: 0:12:09 lr: 0.002229 loss: 0.1827 (0.1978) loss_rec_all: 0.2084 (0.2236) loss_rec_sfr: 0.2717 (0.2929) loss_cl: -0.2790 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [23:17:25.028689] Epoch: [170] [1960/2904] eta: 0:11:53 lr: 0.002229 loss: 0.1875 (0.1978) loss_rec_all: 0.2135 (0.2236) loss_rec_sfr: 0.2691 (0.2929) loss_cl: -0.2793 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [23:17:39.953624] Epoch: [170] [1980/2904] eta: 0:11:38 lr: 0.002229 loss: 0.1873 (0.1978) loss_rec_all: 0.2134 (0.2236) loss_rec_sfr: 0.2862 (0.2931) loss_cl: -0.2786 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [23:17:54.879465] Epoch: [170] [2000/2904] eta: 0:11:23 lr: 0.002229 loss: 0.1872 (0.1977) loss_rec_all: 0.2131 (0.2235) loss_rec_sfr: 0.2654 (0.2928) loss_cl: -0.2791 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [23:18:09.805274] Epoch: [170] [2020/2904] eta: 0:11:08 lr: 0.002229 loss: 0.1872 (0.1977) loss_rec_all: 0.2133 (0.2235) loss_rec_sfr: 0.2736 (0.2929) loss_cl: -0.2790 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [23:18:24.727506] Epoch: [170] [2040/2904] eta: 0:10:53 lr: 0.002229 loss: 0.1862 (0.1977) loss_rec_all: 0.2122 (0.2236) loss_rec_sfr: 0.2767 (0.2930) loss_cl: -0.2789 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [23:18:39.646285] Epoch: [170] [2060/2904] eta: 0:10:37 lr: 0.002229 loss: 0.1907 (0.1978) loss_rec_all: 0.2167 (0.2236) loss_rec_sfr: 0.2695 (0.2931) loss_cl: -0.2794 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [23:18:54.569857] Epoch: [170] [2080/2904] eta: 0:10:22 lr: 0.002229 loss: 0.1890 (0.1978) loss_rec_all: 0.2149 (0.2236) loss_rec_sfr: 0.2517 (0.2930) loss_cl: -0.2794 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [23:19:09.492500] Epoch: [170] [2100/2904] eta: 0:10:07 lr: 0.002229 loss: 0.1866 (0.1978) loss_rec_all: 0.2126 (0.2236) loss_rec_sfr: 0.2785 (0.2931) loss_cl: -0.2784 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [23:19:24.413535] Epoch: [170] [2120/2904] eta: 0:09:52 lr: 0.002229 loss: 0.1892 (0.1978) loss_rec_all: 0.2147 (0.2237) loss_rec_sfr: 0.2802 (0.2933) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [23:19:39.333322] Epoch: [170] [2140/2904] eta: 0:09:37 lr: 0.002229 loss: 0.1911 (0.1979) loss_rec_all: 0.2168 (0.2237) loss_rec_sfr: 0.2762 (0.2935) loss_cl: -0.2783 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [23:19:54.252851] Epoch: [170] [2160/2904] eta: 0:09:21 lr: 0.002229 loss: 0.1861 (0.1979) loss_rec_all: 0.2125 (0.2237) loss_rec_sfr: 0.2829 (0.2936) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [23:20:09.176432] Epoch: [170] [2180/2904] eta: 0:09:06 lr: 0.002229 loss: 0.1844 (0.1979) loss_rec_all: 0.2108 (0.2237) loss_rec_sfr: 0.2781 (0.2935) loss_cl: -0.2791 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [23:20:24.099700] Epoch: [170] [2200/2904] eta: 0:08:51 lr: 0.002229 loss: 0.1846 (0.1979) loss_rec_all: 0.2105 (0.2237) loss_rec_sfr: 0.2829 (0.2938) loss_cl: -0.2789 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [23:20:39.019436] Epoch: [170] [2220/2904] eta: 0:08:36 lr: 0.002229 loss: 0.1916 (0.1979) loss_rec_all: 0.2173 (0.2238) loss_rec_sfr: 0.2815 (0.2939) loss_cl: -0.2783 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [23:20:53.938313] Epoch: [170] [2240/2904] eta: 0:08:21 lr: 0.002229 loss: 0.1895 (0.1979) loss_rec_all: 0.2154 (0.2238) loss_rec_sfr: 0.2786 (0.2939) loss_cl: -0.2795 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [23:21:08.856651] Epoch: [170] [2260/2904] eta: 0:08:06 lr: 0.002229 loss: 0.1864 (0.1979) loss_rec_all: 0.2126 (0.2238) loss_rec_sfr: 0.2736 (0.2939) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [23:21:23.775825] Epoch: [170] [2280/2904] eta: 0:07:51 lr: 0.002229 loss: 0.1862 (0.1980) loss_rec_all: 0.2120 (0.2238) loss_rec_sfr: 0.2687 (0.2940) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [23:21:38.694212] Epoch: [170] [2300/2904] eta: 0:07:35 lr: 0.002229 loss: 0.1883 (0.1980) loss_rec_all: 0.2146 (0.2238) loss_rec_sfr: 0.2744 (0.2940) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [23:21:53.609976] Epoch: [170] [2320/2904] eta: 0:07:20 lr: 0.002229 loss: 0.1849 (0.1979) loss_rec_all: 0.2111 (0.2237) loss_rec_sfr: 0.2657 (0.2938) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [23:22:08.524555] Epoch: [170] [2340/2904] eta: 0:07:05 lr: 0.002229 loss: 0.1875 (0.1979) loss_rec_all: 0.2136 (0.2238) loss_rec_sfr: 0.2723 (0.2939) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [23:22:23.443134] Epoch: [170] [2360/2904] eta: 0:06:50 lr: 0.002229 loss: 0.1864 (0.1979) loss_rec_all: 0.2121 (0.2237) loss_rec_sfr: 0.2705 (0.2937) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [23:22:38.360959] Epoch: [170] [2380/2904] eta: 0:06:35 lr: 0.002229 loss: 0.1874 (0.1979) loss_rec_all: 0.2138 (0.2237) loss_rec_sfr: 0.2797 (0.2936) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [23:22:53.281564] Epoch: [170] [2400/2904] eta: 0:06:20 lr: 0.002229 loss: 0.1855 (0.1978) loss_rec_all: 0.2115 (0.2236) loss_rec_sfr: 0.2694 (0.2935) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [23:23:08.202063] Epoch: [170] [2420/2904] eta: 0:06:05 lr: 0.002229 loss: 0.1852 (0.1978) loss_rec_all: 0.2110 (0.2236) loss_rec_sfr: 0.2712 (0.2935) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [23:23:23.126246] Epoch: [170] [2440/2904] eta: 0:05:49 lr: 0.002229 loss: 0.1874 (0.1978) loss_rec_all: 0.2129 (0.2236) loss_rec_sfr: 0.2564 (0.2934) loss_cl: -0.2786 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [23:23:38.050598] Epoch: [170] [2460/2904] eta: 0:05:34 lr: 0.002229 loss: 0.1892 (0.1978) loss_rec_all: 0.2151 (0.2237) loss_rec_sfr: 0.2772 (0.2935) loss_cl: -0.2793 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [23:23:52.977094] Epoch: [170] [2480/2904] eta: 0:05:19 lr: 0.002229 loss: 0.1877 (0.1978) loss_rec_all: 0.2135 (0.2236) loss_rec_sfr: 0.2712 (0.2935) loss_cl: -0.2793 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [23:24:07.904403] Epoch: [170] [2500/2904] eta: 0:05:04 lr: 0.002229 loss: 0.1855 (0.1978) loss_rec_all: 0.2113 (0.2236) loss_rec_sfr: 0.2646 (0.2933) loss_cl: -0.2779 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [23:24:22.825094] Epoch: [170] [2520/2904] eta: 0:04:49 lr: 0.002229 loss: 0.1874 (0.1977) loss_rec_all: 0.2132 (0.2236) loss_rec_sfr: 0.2355 (0.2933) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [23:24:37.747499] Epoch: [170] [2540/2904] eta: 0:04:34 lr: 0.002229 loss: 0.1859 (0.1977) loss_rec_all: 0.2123 (0.2235) loss_rec_sfr: 0.2825 (0.2933) loss_cl: -0.2802 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [23:24:52.669970] Epoch: [170] [2560/2904] eta: 0:04:19 lr: 0.002229 loss: 0.1856 (0.1977) loss_rec_all: 0.2116 (0.2235) loss_rec_sfr: 0.2710 (0.2932) loss_cl: -0.2795 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [23:25:07.592998] Epoch: [170] [2580/2904] eta: 0:04:04 lr: 0.002229 loss: 0.1878 (0.1976) loss_rec_all: 0.2137 (0.2235) loss_rec_sfr: 0.2707 (0.2930) loss_cl: -0.2784 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [23:25:22.515429] Epoch: [170] [2600/2904] eta: 0:03:49 lr: 0.002229 loss: 0.1847 (0.1976) loss_rec_all: 0.2111 (0.2234) loss_rec_sfr: 0.2671 (0.2929) loss_cl: -0.2786 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [23:25:37.436276] Epoch: [170] [2620/2904] eta: 0:03:34 lr: 0.002229 loss: 0.1895 (0.1976) loss_rec_all: 0.2159 (0.2234) loss_rec_sfr: 0.2759 (0.2928) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [23:25:52.354757] Epoch: [170] [2640/2904] eta: 0:03:18 lr: 0.002229 loss: 0.1857 (0.1976) loss_rec_all: 0.2118 (0.2234) loss_rec_sfr: 0.2791 (0.2928) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [23:26:07.277448] Epoch: [170] [2660/2904] eta: 0:03:03 lr: 0.002229 loss: 0.1857 (0.1976) loss_rec_all: 0.2115 (0.2234) loss_rec_sfr: 0.2662 (0.2928) loss_cl: -0.2785 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [23:26:22.196425] Epoch: [170] [2680/2904] eta: 0:02:48 lr: 0.002229 loss: 0.1831 (0.1976) loss_rec_all: 0.2092 (0.2234) loss_rec_sfr: 0.2648 (0.2928) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [23:26:37.121506] Epoch: [170] [2700/2904] eta: 0:02:33 lr: 0.002228 loss: 0.1897 (0.1976) loss_rec_all: 0.2154 (0.2234) loss_rec_sfr: 0.2786 (0.2928) loss_cl: -0.2789 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [23:26:52.041789] Epoch: [170] [2720/2904] eta: 0:02:18 lr: 0.002228 loss: 0.1859 (0.1976) loss_rec_all: 0.2118 (0.2234) loss_rec_sfr: 0.2710 (0.2928) loss_cl: -0.2792 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [23:27:06.967548] Epoch: [170] [2740/2904] eta: 0:02:03 lr: 0.002228 loss: 0.1886 (0.1975) loss_rec_all: 0.2143 (0.2233) loss_rec_sfr: 0.2795 (0.2927) loss_cl: -0.2790 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [23:27:21.886445] Epoch: [170] [2760/2904] eta: 0:01:48 lr: 0.002228 loss: 0.1861 (0.1975) loss_rec_all: 0.2123 (0.2233) loss_rec_sfr: 0.2731 (0.2926) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [23:27:36.807922] Epoch: [170] [2780/2904] eta: 0:01:33 lr: 0.002228 loss: 0.1847 (0.1975) loss_rec_all: 0.2107 (0.2233) loss_rec_sfr: 0.2403 (0.2925) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [23:27:51.728009] Epoch: [170] [2800/2904] eta: 0:01:18 lr: 0.002228 loss: 0.1861 (0.1975) loss_rec_all: 0.2124 (0.2233) loss_rec_sfr: 0.2755 (0.2925) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [23:28:06.649580] Epoch: [170] [2820/2904] eta: 0:01:03 lr: 0.002228 loss: 0.2077 (0.1976) loss_rec_all: 0.2339 (0.2234) loss_rec_sfr: 0.2910 (0.2930) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [23:28:21.603158] Epoch: [170] [2840/2904] eta: 0:00:48 lr: 0.002228 loss: 0.1840 (0.1976) loss_rec_all: 0.2103 (0.2234) loss_rec_sfr: 0.2423 (0.2928) loss_cl: -0.2785 (-0.2788) time: 0.7476 data: 0.0023 max mem: 29860 [23:28:36.513279] Epoch: [170] [2860/2904] eta: 0:00:33 lr: 0.002228 loss: 0.1861 (0.1976) loss_rec_all: 0.2124 (0.2234) loss_rec_sfr: 0.2770 (0.2929) loss_cl: -0.2785 (-0.2788) time: 0.7455 data: 0.0001 max mem: 29860 [23:28:51.417053] Epoch: [170] [2880/2904] eta: 0:00:18 lr: 0.002228 loss: 0.1868 (0.1975) loss_rec_all: 0.2129 (0.2234) loss_rec_sfr: 0.2632 (0.2926) loss_cl: -0.2793 (-0.2788) time: 0.7451 data: 0.0001 max mem: 29860 [23:29:06.312330] Epoch: [170] [2900/2904] eta: 0:00:03 lr: 0.002228 loss: 0.1864 (0.1975) loss_rec_all: 0.2124 (0.2234) loss_rec_sfr: 0.2639 (0.2926) loss_cl: -0.2791 (-0.2788) time: 0.7447 data: 0.0001 max mem: 29860 [23:29:08.554280] Epoch: [170] [2903/2904] eta: 0:00:00 lr: 0.002228 loss: 0.1883 (0.1975) loss_rec_all: 0.2145 (0.2234) loss_rec_sfr: 0.2639 (0.2926) loss_cl: -0.2789 (-0.2788) time: 0.7447 data: 0.0001 max mem: 29860 [23:29:10.765661] Epoch: [170] Total time: 0:36:28 (0.7538 s / it) [23:29:10.767631] Averaged stats: lr: 0.002228 loss: 0.1883 (0.1996) loss_rec_all: 0.2145 (0.2231) loss_rec_sfr: 0.2639 (0.2917) loss_cl: -0.2789 (-0.2555) [23:29:10.773903] log_dir: ./checkpoint/VF2_ViT-B [23:29:28.363361] Epoch: [171] [ 0/2904] eta: 14:11:07 lr: 0.002228 loss: 0.1810 (0.1810) loss_rec_all: 0.2073 (0.2073) loss_rec_sfr: 0.2260 (0.2260) loss_cl: -0.2790 (-0.2790) time: 17.5854 data: 15.1979 max mem: 29860 [23:29:45.425620] Epoch: [171] [ 20/2904] eta: 1:19:18 lr: 0.002228 loss: 0.1855 (0.1956) loss_rec_all: 0.2118 (0.2215) loss_rec_sfr: 0.2749 (0.2902) loss_cl: -0.2793 (-0.2793) time: 0.8531 data: 0.0041 max mem: 29860 [23:30:00.343461] Epoch: [171] [ 40/2904] eta: 0:57:42 lr: 0.002228 loss: 0.1856 (0.1955) loss_rec_all: 0.2120 (0.2214) loss_rec_sfr: 0.2660 (0.2888) loss_cl: -0.2794 (-0.2794) time: 0.7458 data: 0.0002 max mem: 29860 [23:30:15.267340] Epoch: [171] [ 60/2904] eta: 0:50:06 lr: 0.002228 loss: 0.1850 (0.1948) loss_rec_all: 0.2113 (0.2207) loss_rec_sfr: 0.2610 (0.2832) loss_cl: -0.2793 (-0.2794) time: 0.7461 data: 0.0002 max mem: 29860 [23:30:30.205507] Epoch: [171] [ 80/2904] eta: 0:46:09 lr: 0.002228 loss: 0.1879 (0.1961) loss_rec_all: 0.2143 (0.2220) loss_rec_sfr: 0.2759 (0.2863) loss_cl: -0.2790 (-0.2792) time: 0.7469 data: 0.0002 max mem: 29860 [23:30:45.137464] Epoch: [171] [ 100/2904] eta: 0:43:39 lr: 0.002228 loss: 0.1893 (0.1951) loss_rec_all: 0.2156 (0.2210) loss_rec_sfr: 0.2739 (0.2820) loss_cl: -0.2780 (-0.2790) time: 0.7465 data: 0.0002 max mem: 29860 [23:31:00.071599] Epoch: [171] [ 120/2904] eta: 0:41:54 lr: 0.002228 loss: 0.1883 (0.1960) loss_rec_all: 0.2140 (0.2218) loss_rec_sfr: 0.2793 (0.2858) loss_cl: -0.2785 (-0.2788) time: 0.7467 data: 0.0004 max mem: 29860 [23:31:14.998476] Epoch: [171] [ 140/2904] eta: 0:40:34 lr: 0.002228 loss: 0.1869 (0.1957) loss_rec_all: 0.2128 (0.2216) loss_rec_sfr: 0.2786 (0.2869) loss_cl: -0.2787 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [23:31:29.941364] Epoch: [171] [ 160/2904] eta: 0:39:31 lr: 0.002228 loss: 0.1903 (0.1958) loss_rec_all: 0.2163 (0.2217) loss_rec_sfr: 0.2639 (0.2867) loss_cl: -0.2788 (-0.2788) time: 0.7471 data: 0.0002 max mem: 29860 [23:31:44.861820] Epoch: [171] [ 180/2904] eta: 0:38:38 lr: 0.002228 loss: 0.1923 (0.1962) loss_rec_all: 0.2181 (0.2220) loss_rec_sfr: 0.2741 (0.2874) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [23:31:59.776878] Epoch: [171] [ 200/2904] eta: 0:37:53 lr: 0.002228 loss: 0.1820 (0.1956) loss_rec_all: 0.2082 (0.2215) loss_rec_sfr: 0.2643 (0.2860) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [23:32:14.695496] Epoch: [171] [ 220/2904] eta: 0:37:13 lr: 0.002228 loss: 0.1921 (0.1974) loss_rec_all: 0.2183 (0.2232) loss_rec_sfr: 0.2955 (0.2920) loss_cl: -0.2797 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [23:32:29.615710] Epoch: [171] [ 240/2904] eta: 0:36:37 lr: 0.002228 loss: 0.1881 (0.1973) loss_rec_all: 0.2146 (0.2232) loss_rec_sfr: 0.2616 (0.2910) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [23:32:44.535322] Epoch: [171] [ 260/2904] eta: 0:36:05 lr: 0.002228 loss: 0.1877 (0.1975) loss_rec_all: 0.2139 (0.2233) loss_rec_sfr: 0.2693 (0.2912) loss_cl: -0.2784 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [23:32:59.447151] Epoch: [171] [ 280/2904] eta: 0:35:35 lr: 0.002228 loss: 0.1899 (0.1975) loss_rec_all: 0.2156 (0.2233) loss_rec_sfr: 0.2811 (0.2923) loss_cl: -0.2784 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [23:33:14.362031] Epoch: [171] [ 300/2904] eta: 0:35:07 lr: 0.002228 loss: 0.1874 (0.1977) loss_rec_all: 0.2137 (0.2235) loss_rec_sfr: 0.2677 (0.2921) loss_cl: -0.2794 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [23:33:29.295358] Epoch: [171] [ 320/2904] eta: 0:34:40 lr: 0.002228 loss: 0.1853 (0.1977) loss_rec_all: 0.2117 (0.2235) loss_rec_sfr: 0.2725 (0.2921) loss_cl: -0.2793 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [23:33:44.222082] Epoch: [171] [ 340/2904] eta: 0:34:15 lr: 0.002228 loss: 0.1954 (0.1983) loss_rec_all: 0.2216 (0.2241) loss_rec_sfr: 0.2780 (0.2942) loss_cl: -0.2789 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [23:33:59.139548] Epoch: [171] [ 360/2904] eta: 0:33:51 lr: 0.002228 loss: 0.1856 (0.1981) loss_rec_all: 0.2114 (0.2239) loss_rec_sfr: 0.2575 (0.2935) loss_cl: -0.2779 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [23:34:14.060347] Epoch: [171] [ 380/2904] eta: 0:33:29 lr: 0.002228 loss: 0.1879 (0.1981) loss_rec_all: 0.2138 (0.2239) loss_rec_sfr: 0.2762 (0.2935) loss_cl: -0.2794 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [23:34:28.978634] Epoch: [171] [ 400/2904] eta: 0:33:06 lr: 0.002228 loss: 0.1852 (0.1978) loss_rec_all: 0.2111 (0.2237) loss_rec_sfr: 0.2670 (0.2930) loss_cl: -0.2798 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [23:34:43.900198] Epoch: [171] [ 420/2904] eta: 0:32:45 lr: 0.002228 loss: 0.1853 (0.1973) loss_rec_all: 0.2117 (0.2231) loss_rec_sfr: 0.2664 (0.2910) loss_cl: -0.2786 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [23:34:58.824755] Epoch: [171] [ 440/2904] eta: 0:32:24 lr: 0.002228 loss: 0.1853 (0.1973) loss_rec_all: 0.2116 (0.2231) loss_rec_sfr: 0.2631 (0.2909) loss_cl: -0.2786 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [23:35:13.752763] Epoch: [171] [ 460/2904] eta: 0:32:04 lr: 0.002228 loss: 0.1882 (0.1971) loss_rec_all: 0.2144 (0.2230) loss_rec_sfr: 0.2870 (0.2909) loss_cl: -0.2792 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [23:35:28.673412] Epoch: [171] [ 480/2904] eta: 0:31:44 lr: 0.002228 loss: 0.1888 (0.1967) loss_rec_all: 0.2150 (0.2226) loss_rec_sfr: 0.2635 (0.2894) loss_cl: -0.2799 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [23:35:43.595922] Epoch: [171] [ 500/2904] eta: 0:31:24 lr: 0.002228 loss: 0.1858 (0.1966) loss_rec_all: 0.2123 (0.2224) loss_rec_sfr: 0.2614 (0.2888) loss_cl: -0.2787 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [23:35:58.510988] Epoch: [171] [ 520/2904] eta: 0:31:05 lr: 0.002228 loss: 0.1851 (0.1962) loss_rec_all: 0.2109 (0.2220) loss_rec_sfr: 0.2388 (0.2872) loss_cl: -0.2788 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [23:36:13.429284] Epoch: [171] [ 540/2904] eta: 0:30:46 lr: 0.002228 loss: 0.1880 (0.1964) loss_rec_all: 0.2139 (0.2223) loss_rec_sfr: 0.2789 (0.2882) loss_cl: -0.2793 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [23:36:28.349562] Epoch: [171] [ 560/2904] eta: 0:30:28 lr: 0.002228 loss: 0.1871 (0.1963) loss_rec_all: 0.2132 (0.2221) loss_rec_sfr: 0.2423 (0.2874) loss_cl: -0.2796 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [23:36:43.274071] Epoch: [171] [ 580/2904] eta: 0:30:09 lr: 0.002228 loss: 0.1869 (0.1961) loss_rec_all: 0.2129 (0.2220) loss_rec_sfr: 0.2797 (0.2874) loss_cl: -0.2793 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [23:36:58.194454] Epoch: [171] [ 600/2904] eta: 0:29:51 lr: 0.002228 loss: 0.1900 (0.1962) loss_rec_all: 0.2160 (0.2221) loss_rec_sfr: 0.2691 (0.2877) loss_cl: -0.2796 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [23:37:13.113295] Epoch: [171] [ 620/2904] eta: 0:29:33 lr: 0.002228 loss: 0.1853 (0.1964) loss_rec_all: 0.2121 (0.2222) loss_rec_sfr: 0.2717 (0.2884) loss_cl: -0.2799 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [23:37:28.032751] Epoch: [171] [ 640/2904] eta: 0:29:16 lr: 0.002228 loss: 0.1853 (0.1961) loss_rec_all: 0.2113 (0.2220) loss_rec_sfr: 0.2384 (0.2875) loss_cl: -0.2793 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [23:37:42.959149] Epoch: [171] [ 660/2904] eta: 0:28:58 lr: 0.002228 loss: 0.1845 (0.1964) loss_rec_all: 0.2109 (0.2223) loss_rec_sfr: 0.2783 (0.2883) loss_cl: -0.2789 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [23:37:57.881110] Epoch: [171] [ 680/2904] eta: 0:28:41 lr: 0.002228 loss: 0.1861 (0.1964) loss_rec_all: 0.2119 (0.2223) loss_rec_sfr: 0.2740 (0.2883) loss_cl: -0.2792 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [23:38:12.810537] Epoch: [171] [ 700/2904] eta: 0:28:24 lr: 0.002228 loss: 0.1876 (0.1963) loss_rec_all: 0.2136 (0.2222) loss_rec_sfr: 0.2684 (0.2880) loss_cl: -0.2787 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [23:38:27.735596] Epoch: [171] [ 720/2904] eta: 0:28:06 lr: 0.002228 loss: 0.1888 (0.1963) loss_rec_all: 0.2150 (0.2221) loss_rec_sfr: 0.2647 (0.2877) loss_cl: -0.2789 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [23:38:42.658251] Epoch: [171] [ 740/2904] eta: 0:27:50 lr: 0.002228 loss: 0.1866 (0.1964) loss_rec_all: 0.2129 (0.2222) loss_rec_sfr: 0.2738 (0.2882) loss_cl: -0.2785 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [23:38:57.570472] Epoch: [171] [ 760/2904] eta: 0:27:33 lr: 0.002228 loss: 0.1869 (0.1965) loss_rec_all: 0.2130 (0.2224) loss_rec_sfr: 0.2786 (0.2890) loss_cl: -0.2783 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [23:39:12.495284] Epoch: [171] [ 780/2904] eta: 0:27:16 lr: 0.002228 loss: 0.1844 (0.1965) loss_rec_all: 0.2108 (0.2224) loss_rec_sfr: 0.2650 (0.2889) loss_cl: -0.2794 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [23:39:27.418237] Epoch: [171] [ 800/2904] eta: 0:26:59 lr: 0.002228 loss: 0.1954 (0.1969) loss_rec_all: 0.2214 (0.2228) loss_rec_sfr: 0.2729 (0.2902) loss_cl: -0.2797 (-0.2789) time: 0.7461 data: 0.0004 max mem: 29860 [23:39:42.329441] Epoch: [171] [ 820/2904] eta: 0:26:43 lr: 0.002228 loss: 0.1898 (0.1969) loss_rec_all: 0.2158 (0.2228) loss_rec_sfr: 0.2737 (0.2903) loss_cl: -0.2788 (-0.2789) time: 0.7455 data: 0.0003 max mem: 29860 [23:39:57.238181] Epoch: [171] [ 840/2904] eta: 0:26:26 lr: 0.002228 loss: 0.1845 (0.1969) loss_rec_all: 0.2103 (0.2227) loss_rec_sfr: 0.2716 (0.2902) loss_cl: -0.2781 (-0.2788) time: 0.7454 data: 0.0004 max mem: 29860 [23:40:12.147296] Epoch: [171] [ 860/2904] eta: 0:26:09 lr: 0.002228 loss: 0.1939 (0.1970) loss_rec_all: 0.2200 (0.2229) loss_rec_sfr: 0.2722 (0.2906) loss_cl: -0.2792 (-0.2789) time: 0.7454 data: 0.0003 max mem: 29860 [23:40:27.059364] Epoch: [171] [ 880/2904] eta: 0:25:53 lr: 0.002228 loss: 0.1879 (0.1972) loss_rec_all: 0.2138 (0.2231) loss_rec_sfr: 0.2754 (0.2912) loss_cl: -0.2782 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [23:40:41.974756] Epoch: [171] [ 900/2904] eta: 0:25:37 lr: 0.002228 loss: 0.1880 (0.1972) loss_rec_all: 0.2139 (0.2231) loss_rec_sfr: 0.2778 (0.2912) loss_cl: -0.2794 (-0.2788) time: 0.7457 data: 0.0004 max mem: 29860 [23:40:56.885660] Epoch: [171] [ 920/2904] eta: 0:25:20 lr: 0.002228 loss: 0.1834 (0.1971) loss_rec_all: 0.2098 (0.2230) loss_rec_sfr: 0.2312 (0.2908) loss_cl: -0.2792 (-0.2789) time: 0.7455 data: 0.0003 max mem: 29860 [23:41:11.800046] Epoch: [171] [ 940/2904] eta: 0:25:04 lr: 0.002227 loss: 0.1828 (0.1970) loss_rec_all: 0.2085 (0.2228) loss_rec_sfr: 0.2688 (0.2904) loss_cl: -0.2780 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [23:41:26.709376] Epoch: [171] [ 960/2904] eta: 0:24:48 lr: 0.002227 loss: 0.1848 (0.1968) loss_rec_all: 0.2109 (0.2227) loss_rec_sfr: 0.2637 (0.2899) loss_cl: -0.2778 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [23:41:41.623142] Epoch: [171] [ 980/2904] eta: 0:24:32 lr: 0.002227 loss: 0.1900 (0.1969) loss_rec_all: 0.2158 (0.2227) loss_rec_sfr: 0.2508 (0.2898) loss_cl: -0.2778 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [23:41:56.532738] Epoch: [171] [1000/2904] eta: 0:24:16 lr: 0.002227 loss: 0.1945 (0.1970) loss_rec_all: 0.2204 (0.2229) loss_rec_sfr: 0.2679 (0.2902) loss_cl: -0.2780 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [23:42:11.442419] Epoch: [171] [1020/2904] eta: 0:24:00 lr: 0.002227 loss: 0.1836 (0.1969) loss_rec_all: 0.2100 (0.2228) loss_rec_sfr: 0.2626 (0.2898) loss_cl: -0.2797 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [23:42:26.345892] Epoch: [171] [1040/2904] eta: 0:23:44 lr: 0.002227 loss: 0.1877 (0.1969) loss_rec_all: 0.2136 (0.2228) loss_rec_sfr: 0.2711 (0.2899) loss_cl: -0.2799 (-0.2788) time: 0.7451 data: 0.0003 max mem: 29860 [23:42:41.253452] Epoch: [171] [1060/2904] eta: 0:23:28 lr: 0.002227 loss: 0.1889 (0.1968) loss_rec_all: 0.2152 (0.2227) loss_rec_sfr: 0.2618 (0.2894) loss_cl: -0.2791 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [23:42:56.162374] Epoch: [171] [1080/2904] eta: 0:23:12 lr: 0.002227 loss: 0.1891 (0.1969) loss_rec_all: 0.2153 (0.2227) loss_rec_sfr: 0.2833 (0.2897) loss_cl: -0.2779 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [23:43:11.074481] Epoch: [171] [1100/2904] eta: 0:22:56 lr: 0.002227 loss: 0.1898 (0.1969) loss_rec_all: 0.2159 (0.2227) loss_rec_sfr: 0.2694 (0.2896) loss_cl: -0.2784 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [23:43:25.976909] Epoch: [171] [1120/2904] eta: 0:22:40 lr: 0.002227 loss: 0.1868 (0.1970) loss_rec_all: 0.2129 (0.2228) loss_rec_sfr: 0.2742 (0.2899) loss_cl: -0.2789 (-0.2788) time: 0.7451 data: 0.0003 max mem: 29860 [23:43:40.886173] Epoch: [171] [1140/2904] eta: 0:22:25 lr: 0.002227 loss: 0.1851 (0.1971) loss_rec_all: 0.2112 (0.2229) loss_rec_sfr: 0.2344 (0.2900) loss_cl: -0.2790 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [23:43:55.797668] Epoch: [171] [1160/2904] eta: 0:22:09 lr: 0.002227 loss: 0.1901 (0.1972) loss_rec_all: 0.2161 (0.2231) loss_rec_sfr: 0.2793 (0.2905) loss_cl: -0.2799 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [23:44:10.710531] Epoch: [171] [1180/2904] eta: 0:21:53 lr: 0.002227 loss: 0.1862 (0.1971) loss_rec_all: 0.2126 (0.2230) loss_rec_sfr: 0.2409 (0.2901) loss_cl: -0.2798 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [23:44:25.622165] Epoch: [171] [1200/2904] eta: 0:21:37 lr: 0.002227 loss: 0.1840 (0.1969) loss_rec_all: 0.2097 (0.2228) loss_rec_sfr: 0.2644 (0.2897) loss_cl: -0.2779 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [23:44:40.529397] Epoch: [171] [1220/2904] eta: 0:21:22 lr: 0.002227 loss: 0.1865 (0.1968) loss_rec_all: 0.2126 (0.2227) loss_rec_sfr: 0.2771 (0.2895) loss_cl: -0.2780 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [23:44:55.444237] Epoch: [171] [1240/2904] eta: 0:21:06 lr: 0.002227 loss: 0.1865 (0.1969) loss_rec_all: 0.2124 (0.2228) loss_rec_sfr: 0.2881 (0.2901) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [23:45:10.349899] Epoch: [171] [1260/2904] eta: 0:20:50 lr: 0.002227 loss: 0.1873 (0.1970) loss_rec_all: 0.2131 (0.2228) loss_rec_sfr: 0.2840 (0.2903) loss_cl: -0.2800 (-0.2788) time: 0.7452 data: 0.0003 max mem: 29860 [23:45:25.253047] Epoch: [171] [1280/2904] eta: 0:20:35 lr: 0.002227 loss: 0.1898 (0.1970) loss_rec_all: 0.2157 (0.2229) loss_rec_sfr: 0.2751 (0.2904) loss_cl: -0.2798 (-0.2788) time: 0.7451 data: 0.0003 max mem: 29860 [23:45:40.159846] Epoch: [171] [1300/2904] eta: 0:20:19 lr: 0.002227 loss: 0.1875 (0.1971) loss_rec_all: 0.2137 (0.2229) loss_rec_sfr: 0.2817 (0.2908) loss_cl: -0.2793 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [23:45:55.063150] Epoch: [171] [1320/2904] eta: 0:20:04 lr: 0.002227 loss: 0.1848 (0.1971) loss_rec_all: 0.2108 (0.2230) loss_rec_sfr: 0.2696 (0.2908) loss_cl: -0.2781 (-0.2788) time: 0.7451 data: 0.0003 max mem: 29860 [23:46:09.977807] Epoch: [171] [1340/2904] eta: 0:19:48 lr: 0.002227 loss: 0.1884 (0.1970) loss_rec_all: 0.2142 (0.2229) loss_rec_sfr: 0.2613 (0.2905) loss_cl: -0.2780 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [23:46:24.890096] Epoch: [171] [1360/2904] eta: 0:19:33 lr: 0.002227 loss: 0.1881 (0.1972) loss_rec_all: 0.2145 (0.2230) loss_rec_sfr: 0.2589 (0.2909) loss_cl: -0.2794 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [23:46:39.801353] Epoch: [171] [1380/2904] eta: 0:19:17 lr: 0.002227 loss: 0.1890 (0.1971) loss_rec_all: 0.2149 (0.2230) loss_rec_sfr: 0.2773 (0.2907) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [23:46:54.714242] Epoch: [171] [1400/2904] eta: 0:19:02 lr: 0.002227 loss: 0.1848 (0.1971) loss_rec_all: 0.2111 (0.2229) loss_rec_sfr: 0.2782 (0.2908) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [23:47:09.619121] Epoch: [171] [1420/2904] eta: 0:18:46 lr: 0.002227 loss: 0.1865 (0.1971) loss_rec_all: 0.2126 (0.2229) loss_rec_sfr: 0.2720 (0.2907) loss_cl: -0.2793 (-0.2788) time: 0.7452 data: 0.0003 max mem: 29860 [23:47:24.522338] Epoch: [171] [1440/2904] eta: 0:18:31 lr: 0.002227 loss: 0.1900 (0.1973) loss_rec_all: 0.2160 (0.2231) loss_rec_sfr: 0.2888 (0.2914) loss_cl: -0.2796 (-0.2788) time: 0.7451 data: 0.0003 max mem: 29860 [23:47:39.422841] Epoch: [171] [1460/2904] eta: 0:18:15 lr: 0.002227 loss: 0.1878 (0.1973) loss_rec_all: 0.2144 (0.2231) loss_rec_sfr: 0.2421 (0.2912) loss_cl: -0.2800 (-0.2788) time: 0.7450 data: 0.0003 max mem: 29860 [23:47:54.324873] Epoch: [171] [1480/2904] eta: 0:18:00 lr: 0.002227 loss: 0.1888 (0.1973) loss_rec_all: 0.2150 (0.2231) loss_rec_sfr: 0.2823 (0.2913) loss_cl: -0.2787 (-0.2788) time: 0.7451 data: 0.0003 max mem: 29860 [23:48:09.231327] Epoch: [171] [1500/2904] eta: 0:17:44 lr: 0.002227 loss: 0.1861 (0.1973) loss_rec_all: 0.2119 (0.2232) loss_rec_sfr: 0.2818 (0.2914) loss_cl: -0.2784 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [23:48:24.139865] Epoch: [171] [1520/2904] eta: 0:17:29 lr: 0.002227 loss: 0.1890 (0.1973) loss_rec_all: 0.2150 (0.2231) loss_rec_sfr: 0.2847 (0.2914) loss_cl: -0.2785 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [23:48:39.047808] Epoch: [171] [1540/2904] eta: 0:17:14 lr: 0.002227 loss: 0.1914 (0.1974) loss_rec_all: 0.2172 (0.2232) loss_rec_sfr: 0.2735 (0.2917) loss_cl: -0.2786 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [23:48:53.958084] Epoch: [171] [1560/2904] eta: 0:16:58 lr: 0.002227 loss: 0.1876 (0.1973) loss_rec_all: 0.2141 (0.2232) loss_rec_sfr: 0.2807 (0.2916) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [23:49:08.880974] Epoch: [171] [1580/2904] eta: 0:16:43 lr: 0.002227 loss: 0.1891 (0.1974) loss_rec_all: 0.2150 (0.2232) loss_rec_sfr: 0.2712 (0.2916) loss_cl: -0.2777 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [23:49:23.788545] Epoch: [171] [1600/2904] eta: 0:16:27 lr: 0.002227 loss: 0.1906 (0.1975) loss_rec_all: 0.2166 (0.2233) loss_rec_sfr: 0.2733 (0.2919) loss_cl: -0.2778 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [23:49:38.697902] Epoch: [171] [1620/2904] eta: 0:16:12 lr: 0.002227 loss: 0.1848 (0.1975) loss_rec_all: 0.2108 (0.2234) loss_rec_sfr: 0.2769 (0.2922) loss_cl: -0.2782 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [23:49:53.602325] Epoch: [171] [1640/2904] eta: 0:15:57 lr: 0.002227 loss: 0.1851 (0.1975) loss_rec_all: 0.2113 (0.2234) loss_rec_sfr: 0.2586 (0.2921) loss_cl: -0.2793 (-0.2788) time: 0.7452 data: 0.0003 max mem: 29860 [23:50:08.515121] Epoch: [171] [1660/2904] eta: 0:15:41 lr: 0.002227 loss: 0.1883 (0.1975) loss_rec_all: 0.2142 (0.2233) loss_rec_sfr: 0.2783 (0.2919) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [23:50:23.424036] Epoch: [171] [1680/2904] eta: 0:15:26 lr: 0.002227 loss: 0.1880 (0.1974) loss_rec_all: 0.2138 (0.2233) loss_rec_sfr: 0.2802 (0.2920) loss_cl: -0.2784 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [23:50:38.330195] Epoch: [171] [1700/2904] eta: 0:15:11 lr: 0.002227 loss: 0.1878 (0.1974) loss_rec_all: 0.2137 (0.2232) loss_rec_sfr: 0.2784 (0.2918) loss_cl: -0.2781 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [23:50:53.242511] Epoch: [171] [1720/2904] eta: 0:14:56 lr: 0.002227 loss: 0.1874 (0.1975) loss_rec_all: 0.2135 (0.2233) loss_rec_sfr: 0.2843 (0.2923) loss_cl: -0.2793 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [23:51:08.153869] Epoch: [171] [1740/2904] eta: 0:14:40 lr: 0.002227 loss: 0.1876 (0.1975) loss_rec_all: 0.2139 (0.2233) loss_rec_sfr: 0.2423 (0.2921) loss_cl: -0.2792 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [23:51:23.058054] Epoch: [171] [1760/2904] eta: 0:14:25 lr: 0.002227 loss: 0.1847 (0.1974) loss_rec_all: 0.2110 (0.2233) loss_rec_sfr: 0.2738 (0.2921) loss_cl: -0.2789 (-0.2788) time: 0.7452 data: 0.0003 max mem: 29860 [23:51:37.964583] Epoch: [171] [1780/2904] eta: 0:14:10 lr: 0.002227 loss: 0.1865 (0.1975) loss_rec_all: 0.2123 (0.2233) loss_rec_sfr: 0.2825 (0.2924) loss_cl: -0.2784 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [23:51:52.871631] Epoch: [171] [1800/2904] eta: 0:13:54 lr: 0.002227 loss: 0.1869 (0.1975) loss_rec_all: 0.2131 (0.2233) loss_rec_sfr: 0.2831 (0.2924) loss_cl: -0.2788 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [23:52:07.777060] Epoch: [171] [1820/2904] eta: 0:13:39 lr: 0.002227 loss: 0.1819 (0.1974) loss_rec_all: 0.2083 (0.2233) loss_rec_sfr: 0.2690 (0.2922) loss_cl: -0.2790 (-0.2788) time: 0.7452 data: 0.0003 max mem: 29860 [23:52:22.686098] Epoch: [171] [1840/2904] eta: 0:13:24 lr: 0.002227 loss: 0.1863 (0.1975) loss_rec_all: 0.2127 (0.2233) loss_rec_sfr: 0.2818 (0.2925) loss_cl: -0.2791 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [23:52:37.588492] Epoch: [171] [1860/2904] eta: 0:13:09 lr: 0.002227 loss: 0.1931 (0.1975) loss_rec_all: 0.2193 (0.2233) loss_rec_sfr: 0.2703 (0.2925) loss_cl: -0.2793 (-0.2788) time: 0.7451 data: 0.0003 max mem: 29860 [23:52:52.495910] Epoch: [171] [1880/2904] eta: 0:12:53 lr: 0.002227 loss: 0.1910 (0.1976) loss_rec_all: 0.2169 (0.2235) loss_rec_sfr: 0.2925 (0.2930) loss_cl: -0.2789 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [23:53:07.410908] Epoch: [171] [1900/2904] eta: 0:12:38 lr: 0.002227 loss: 0.1858 (0.1976) loss_rec_all: 0.2119 (0.2234) loss_rec_sfr: 0.2667 (0.2928) loss_cl: -0.2781 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [23:53:22.326419] Epoch: [171] [1920/2904] eta: 0:12:23 lr: 0.002227 loss: 0.1872 (0.1976) loss_rec_all: 0.2133 (0.2234) loss_rec_sfr: 0.2743 (0.2928) loss_cl: -0.2793 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [23:53:37.236861] Epoch: [171] [1940/2904] eta: 0:12:08 lr: 0.002227 loss: 0.1888 (0.1976) loss_rec_all: 0.2150 (0.2234) loss_rec_sfr: 0.2574 (0.2928) loss_cl: -0.2795 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [23:53:52.152784] Epoch: [171] [1960/2904] eta: 0:11:53 lr: 0.002227 loss: 0.1873 (0.1975) loss_rec_all: 0.2132 (0.2234) loss_rec_sfr: 0.2752 (0.2927) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [23:54:07.066130] Epoch: [171] [1980/2904] eta: 0:11:37 lr: 0.002227 loss: 0.1838 (0.1975) loss_rec_all: 0.2104 (0.2233) loss_rec_sfr: 0.2368 (0.2926) loss_cl: -0.2784 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [23:54:21.976794] Epoch: [171] [2000/2904] eta: 0:11:22 lr: 0.002227 loss: 0.1827 (0.1974) loss_rec_all: 0.2091 (0.2233) loss_rec_sfr: 0.2396 (0.2923) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [23:54:36.883940] Epoch: [171] [2020/2904] eta: 0:11:07 lr: 0.002227 loss: 0.1843 (0.1975) loss_rec_all: 0.2104 (0.2233) loss_rec_sfr: 0.2417 (0.2924) loss_cl: -0.2789 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [23:54:51.793354] Epoch: [171] [2040/2904] eta: 0:10:52 lr: 0.002227 loss: 0.1870 (0.1975) loss_rec_all: 0.2133 (0.2233) loss_rec_sfr: 0.2627 (0.2923) loss_cl: -0.2782 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [23:55:06.710241] Epoch: [171] [2060/2904] eta: 0:10:37 lr: 0.002226 loss: 0.1896 (0.1975) loss_rec_all: 0.2154 (0.2233) loss_rec_sfr: 0.2887 (0.2926) loss_cl: -0.2778 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [23:55:21.621284] Epoch: [171] [2080/2904] eta: 0:10:21 lr: 0.002226 loss: 0.1856 (0.1975) loss_rec_all: 0.2117 (0.2233) loss_rec_sfr: 0.2746 (0.2925) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [23:55:36.531744] Epoch: [171] [2100/2904] eta: 0:10:06 lr: 0.002226 loss: 0.1891 (0.1976) loss_rec_all: 0.2154 (0.2234) loss_rec_sfr: 0.2735 (0.2926) loss_cl: -0.2797 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [23:55:51.436906] Epoch: [171] [2120/2904] eta: 0:09:51 lr: 0.002226 loss: 0.1855 (0.1975) loss_rec_all: 0.2115 (0.2233) loss_rec_sfr: 0.2735 (0.2925) loss_cl: -0.2795 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [23:56:06.345411] Epoch: [171] [2140/2904] eta: 0:09:36 lr: 0.002226 loss: 0.1862 (0.1975) loss_rec_all: 0.2124 (0.2233) loss_rec_sfr: 0.2768 (0.2924) loss_cl: -0.2793 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [23:56:21.249774] Epoch: [171] [2160/2904] eta: 0:09:21 lr: 0.002226 loss: 0.1814 (0.1975) loss_rec_all: 0.2075 (0.2233) loss_rec_sfr: 0.2375 (0.2923) loss_cl: -0.2794 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [23:56:36.157336] Epoch: [171] [2180/2904] eta: 0:09:06 lr: 0.002226 loss: 0.1878 (0.1974) loss_rec_all: 0.2142 (0.2232) loss_rec_sfr: 0.2676 (0.2921) loss_cl: -0.2780 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [23:56:51.063210] Epoch: [171] [2200/2904] eta: 0:08:51 lr: 0.002226 loss: 0.1886 (0.1974) loss_rec_all: 0.2143 (0.2233) loss_rec_sfr: 0.2806 (0.2924) loss_cl: -0.2782 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [23:57:05.961994] Epoch: [171] [2220/2904] eta: 0:08:35 lr: 0.002226 loss: 0.1870 (0.1974) loss_rec_all: 0.2128 (0.2232) loss_rec_sfr: 0.2744 (0.2922) loss_cl: -0.2792 (-0.2788) time: 0.7449 data: 0.0002 max mem: 29860 [23:57:20.874458] Epoch: [171] [2240/2904] eta: 0:08:20 lr: 0.002226 loss: 0.1876 (0.1974) loss_rec_all: 0.2136 (0.2233) loss_rec_sfr: 0.2713 (0.2924) loss_cl: -0.2797 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [23:57:35.790494] Epoch: [171] [2260/2904] eta: 0:08:05 lr: 0.002226 loss: 0.1871 (0.1974) loss_rec_all: 0.2133 (0.2233) loss_rec_sfr: 0.2697 (0.2923) loss_cl: -0.2793 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [23:57:50.704386] Epoch: [171] [2280/2904] eta: 0:07:50 lr: 0.002226 loss: 0.1837 (0.1973) loss_rec_all: 0.2101 (0.2232) loss_rec_sfr: 0.2709 (0.2921) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [23:58:05.620704] Epoch: [171] [2300/2904] eta: 0:07:35 lr: 0.002226 loss: 0.1888 (0.1974) loss_rec_all: 0.2150 (0.2232) loss_rec_sfr: 0.2819 (0.2924) loss_cl: -0.2772 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [23:58:20.550218] Epoch: [171] [2320/2904] eta: 0:07:20 lr: 0.002226 loss: 0.1862 (0.1974) loss_rec_all: 0.2124 (0.2232) loss_rec_sfr: 0.2687 (0.2923) loss_cl: -0.2783 (-0.2788) time: 0.7464 data: 0.0003 max mem: 29860 [23:58:35.471766] Epoch: [171] [2340/2904] eta: 0:07:05 lr: 0.002226 loss: 0.1893 (0.1974) loss_rec_all: 0.2152 (0.2232) loss_rec_sfr: 0.2805 (0.2924) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [23:58:50.404445] Epoch: [171] [2360/2904] eta: 0:06:50 lr: 0.002226 loss: 0.1847 (0.1974) loss_rec_all: 0.2106 (0.2232) loss_rec_sfr: 0.2611 (0.2922) loss_cl: -0.2799 (-0.2788) time: 0.7466 data: 0.0003 max mem: 29860 [23:59:05.327629] Epoch: [171] [2380/2904] eta: 0:06:34 lr: 0.002226 loss: 0.1851 (0.1974) loss_rec_all: 0.2116 (0.2232) loss_rec_sfr: 0.2712 (0.2922) loss_cl: -0.2789 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [23:59:20.243212] Epoch: [171] [2400/2904] eta: 0:06:19 lr: 0.002226 loss: 0.1853 (0.1973) loss_rec_all: 0.2116 (0.2232) loss_rec_sfr: 0.2771 (0.2922) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [23:59:35.163622] Epoch: [171] [2420/2904] eta: 0:06:04 lr: 0.002226 loss: 0.1876 (0.1973) loss_rec_all: 0.2141 (0.2231) loss_rec_sfr: 0.2446 (0.2919) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [23:59:50.080033] Epoch: [171] [2440/2904] eta: 0:05:49 lr: 0.002226 loss: 0.1875 (0.1973) loss_rec_all: 0.2139 (0.2231) loss_rec_sfr: 0.2399 (0.2917) loss_cl: -0.2793 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [00:00:04.999890] Epoch: [171] [2460/2904] eta: 0:05:34 lr: 0.002226 loss: 0.1886 (0.1972) loss_rec_all: 0.2144 (0.2231) loss_rec_sfr: 0.2655 (0.2916) loss_cl: -0.2782 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [00:00:19.922842] Epoch: [171] [2480/2904] eta: 0:05:19 lr: 0.002226 loss: 0.1842 (0.1972) loss_rec_all: 0.2098 (0.2231) loss_rec_sfr: 0.2822 (0.2916) loss_cl: -0.2784 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [00:00:34.841012] Epoch: [171] [2500/2904] eta: 0:05:04 lr: 0.002226 loss: 0.1854 (0.1972) loss_rec_all: 0.2117 (0.2230) loss_rec_sfr: 0.2420 (0.2915) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [00:00:49.758459] Epoch: [171] [2520/2904] eta: 0:04:49 lr: 0.002226 loss: 0.1815 (0.1971) loss_rec_all: 0.2081 (0.2229) loss_rec_sfr: 0.2609 (0.2912) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [00:01:04.676015] Epoch: [171] [2540/2904] eta: 0:04:34 lr: 0.002226 loss: 0.1917 (0.1972) loss_rec_all: 0.2182 (0.2230) loss_rec_sfr: 0.2816 (0.2913) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [00:01:19.593032] Epoch: [171] [2560/2904] eta: 0:04:19 lr: 0.002226 loss: 0.1884 (0.1971) loss_rec_all: 0.2142 (0.2230) loss_rec_sfr: 0.2676 (0.2913) loss_cl: -0.2794 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [00:01:34.512993] Epoch: [171] [2580/2904] eta: 0:04:03 lr: 0.002226 loss: 0.1858 (0.1971) loss_rec_all: 0.2116 (0.2230) loss_rec_sfr: 0.2787 (0.2913) loss_cl: -0.2779 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [00:01:49.428336] Epoch: [171] [2600/2904] eta: 0:03:48 lr: 0.002226 loss: 0.1853 (0.1971) loss_rec_all: 0.2113 (0.2229) loss_rec_sfr: 0.2690 (0.2912) loss_cl: -0.2780 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [00:02:04.351194] Epoch: [171] [2620/2904] eta: 0:03:33 lr: 0.002226 loss: 0.1873 (0.1971) loss_rec_all: 0.2138 (0.2229) loss_rec_sfr: 0.2587 (0.2911) loss_cl: -0.2788 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [00:02:19.264890] Epoch: [171] [2640/2904] eta: 0:03:18 lr: 0.002226 loss: 0.1906 (0.1971) loss_rec_all: 0.2165 (0.2229) loss_rec_sfr: 0.2645 (0.2911) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [00:02:34.184336] Epoch: [171] [2660/2904] eta: 0:03:03 lr: 0.002226 loss: 0.1899 (0.1971) loss_rec_all: 0.2159 (0.2230) loss_rec_sfr: 0.2843 (0.2913) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [00:02:49.101853] Epoch: [171] [2680/2904] eta: 0:02:48 lr: 0.002226 loss: 0.1900 (0.1971) loss_rec_all: 0.2158 (0.2230) loss_rec_sfr: 0.2741 (0.2913) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0004 max mem: 29860 [00:03:04.017738] Epoch: [171] [2700/2904] eta: 0:02:33 lr: 0.002226 loss: 0.1843 (0.1971) loss_rec_all: 0.2104 (0.2229) loss_rec_sfr: 0.2355 (0.2910) loss_cl: -0.2783 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [00:03:18.928018] Epoch: [171] [2720/2904] eta: 0:02:18 lr: 0.002226 loss: 0.1861 (0.1971) loss_rec_all: 0.2122 (0.2229) loss_rec_sfr: 0.2541 (0.2910) loss_cl: -0.2791 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [00:03:33.844583] Epoch: [171] [2740/2904] eta: 0:02:03 lr: 0.002226 loss: 0.1822 (0.1970) loss_rec_all: 0.2081 (0.2229) loss_rec_sfr: 0.2824 (0.2909) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [00:03:48.758739] Epoch: [171] [2760/2904] eta: 0:01:48 lr: 0.002226 loss: 0.1882 (0.1970) loss_rec_all: 0.2141 (0.2228) loss_rec_sfr: 0.2706 (0.2907) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [00:04:03.670943] Epoch: [171] [2780/2904] eta: 0:01:33 lr: 0.002226 loss: 0.1893 (0.1970) loss_rec_all: 0.2152 (0.2228) loss_rec_sfr: 0.2764 (0.2907) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [00:04:18.583304] Epoch: [171] [2800/2904] eta: 0:01:18 lr: 0.002226 loss: 0.1884 (0.1970) loss_rec_all: 0.2144 (0.2228) loss_rec_sfr: 0.2725 (0.2907) loss_cl: -0.2793 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [00:04:33.501790] Epoch: [171] [2820/2904] eta: 0:01:03 lr: 0.002226 loss: 0.1850 (0.1969) loss_rec_all: 0.2108 (0.2228) loss_rec_sfr: 0.2647 (0.2905) loss_cl: -0.2782 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [00:04:48.482008] Epoch: [171] [2840/2904] eta: 0:00:48 lr: 0.002226 loss: 0.1850 (0.1969) loss_rec_all: 0.2114 (0.2227) loss_rec_sfr: 0.2757 (0.2905) loss_cl: -0.2797 (-0.2788) time: 0.7490 data: 0.0027 max mem: 29860 [00:05:03.375885] Epoch: [171] [2860/2904] eta: 0:00:33 lr: 0.002226 loss: 0.1895 (0.1969) loss_rec_all: 0.2156 (0.2227) loss_rec_sfr: 0.2692 (0.2904) loss_cl: -0.2785 (-0.2788) time: 0.7446 data: 0.0001 max mem: 29860 [00:05:18.271510] Epoch: [171] [2880/2904] eta: 0:00:18 lr: 0.002226 loss: 0.1879 (0.1969) loss_rec_all: 0.2142 (0.2227) loss_rec_sfr: 0.2709 (0.2903) loss_cl: -0.2792 (-0.2788) time: 0.7447 data: 0.0002 max mem: 29860 [00:05:33.171417] Epoch: [171] [2900/2904] eta: 0:00:03 lr: 0.002226 loss: 0.1868 (0.1969) loss_rec_all: 0.2127 (0.2227) loss_rec_sfr: 0.2717 (0.2904) loss_cl: -0.2786 (-0.2788) time: 0.7449 data: 0.0001 max mem: 29860 [00:05:35.414176] Epoch: [171] [2903/2904] eta: 0:00:00 lr: 0.002226 loss: 0.1868 (0.1969) loss_rec_all: 0.2127 (0.2227) loss_rec_sfr: 0.2720 (0.2904) loss_cl: -0.2790 (-0.2788) time: 0.7449 data: 0.0001 max mem: 29860 [00:05:37.700867] Epoch: [171] Total time: 0:36:26 (0.7531 s / it) [00:05:37.710935] Averaged stats: lr: 0.002226 loss: 0.1868 (0.1996) loss_rec_all: 0.2127 (0.2231) loss_rec_sfr: 0.2720 (0.2919) loss_cl: -0.2790 (-0.2555) [00:05:37.717867] log_dir: ./checkpoint/VF2_ViT-B [00:05:56.091205] Epoch: [172] [ 0/2904] eta: 14:49:13 lr: 0.002226 loss: 0.2443 (0.2443) loss_rec_all: 0.2688 (0.2688) loss_rec_sfr: 0.4723 (0.4723) loss_cl: -0.2783 (-0.2783) time: 18.3724 data: 17.6409 max mem: 29860 [00:06:11.401231] Epoch: [172] [ 20/2904] eta: 1:17:05 lr: 0.002226 loss: 0.1861 (0.1943) loss_rec_all: 0.2122 (0.2202) loss_rec_sfr: 0.2456 (0.2779) loss_cl: -0.2788 (-0.2787) time: 0.7655 data: 0.0002 max mem: 29860 [00:06:26.294097] Epoch: [172] [ 40/2904] eta: 0:56:33 lr: 0.002226 loss: 0.1884 (0.1945) loss_rec_all: 0.2141 (0.2204) loss_rec_sfr: 0.2841 (0.2830) loss_cl: -0.2792 (-0.2788) time: 0.7446 data: 0.0002 max mem: 29860 [00:06:41.194471] Epoch: [172] [ 60/2904] eta: 0:49:19 lr: 0.002226 loss: 0.1892 (0.1982) loss_rec_all: 0.2158 (0.2240) loss_rec_sfr: 0.2616 (0.2919) loss_cl: -0.2792 (-0.2788) time: 0.7450 data: 0.0003 max mem: 29860 [00:06:56.119332] Epoch: [172] [ 80/2904] eta: 0:45:33 lr: 0.002226 loss: 0.1833 (0.1990) loss_rec_all: 0.2098 (0.2248) loss_rec_sfr: 0.2729 (0.2981) loss_cl: -0.2794 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [00:07:11.046825] Epoch: [172] [ 100/2904] eta: 0:43:10 lr: 0.002226 loss: 0.1864 (0.1984) loss_rec_all: 0.2124 (0.2242) loss_rec_sfr: 0.2799 (0.2982) loss_cl: -0.2794 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [00:07:25.978166] Epoch: [172] [ 120/2904] eta: 0:41:30 lr: 0.002226 loss: 0.1879 (0.1992) loss_rec_all: 0.2137 (0.2250) loss_rec_sfr: 0.2765 (0.3002) loss_cl: -0.2780 (-0.2787) time: 0.7465 data: 0.0003 max mem: 29860 [00:07:40.917886] Epoch: [172] [ 140/2904] eta: 0:40:14 lr: 0.002226 loss: 0.1931 (0.2000) loss_rec_all: 0.2193 (0.2258) loss_rec_sfr: 0.2768 (0.3026) loss_cl: -0.2795 (-0.2788) time: 0.7469 data: 0.0003 max mem: 29860 [00:07:55.880210] Epoch: [172] [ 160/2904] eta: 0:39:14 lr: 0.002226 loss: 0.1880 (0.1995) loss_rec_all: 0.2143 (0.2253) loss_rec_sfr: 0.2690 (0.3009) loss_cl: -0.2789 (-0.2788) time: 0.7481 data: 0.0002 max mem: 29860 [00:08:10.825404] Epoch: [172] [ 180/2904] eta: 0:38:24 lr: 0.002226 loss: 0.1904 (0.2002) loss_rec_all: 0.2167 (0.2259) loss_rec_sfr: 0.2774 (0.3032) loss_cl: -0.2779 (-0.2787) time: 0.7472 data: 0.0002 max mem: 29860 [00:08:25.797339] Epoch: [172] [ 200/2904] eta: 0:37:40 lr: 0.002226 loss: 0.1822 (0.1994) loss_rec_all: 0.2081 (0.2251) loss_rec_sfr: 0.2651 (0.2996) loss_cl: -0.2785 (-0.2787) time: 0.7486 data: 0.0002 max mem: 29860 [00:08:40.751652] Epoch: [172] [ 220/2904] eta: 0:37:02 lr: 0.002226 loss: 0.1896 (0.1992) loss_rec_all: 0.2155 (0.2249) loss_rec_sfr: 0.2734 (0.2986) loss_cl: -0.2792 (-0.2787) time: 0.7477 data: 0.0002 max mem: 29860 [00:08:55.715548] Epoch: [172] [ 240/2904] eta: 0:36:28 lr: 0.002226 loss: 0.1873 (0.1985) loss_rec_all: 0.2131 (0.2243) loss_rec_sfr: 0.2715 (0.2963) loss_cl: -0.2790 (-0.2788) time: 0.7481 data: 0.0002 max mem: 29860 [00:09:10.676787] Epoch: [172] [ 260/2904] eta: 0:35:57 lr: 0.002226 loss: 0.1870 (0.1987) loss_rec_all: 0.2128 (0.2245) loss_rec_sfr: 0.2788 (0.2970) loss_cl: -0.2788 (-0.2788) time: 0.7480 data: 0.0003 max mem: 29860 [00:09:25.613977] Epoch: [172] [ 280/2904] eta: 0:35:27 lr: 0.002226 loss: 0.1910 (0.1988) loss_rec_all: 0.2171 (0.2246) loss_rec_sfr: 0.2703 (0.2973) loss_cl: -0.2787 (-0.2788) time: 0.7468 data: 0.0003 max mem: 29860 [00:09:40.573882] Epoch: [172] [ 300/2904] eta: 0:35:00 lr: 0.002225 loss: 0.1865 (0.1984) loss_rec_all: 0.2122 (0.2242) loss_rec_sfr: 0.2482 (0.2952) loss_cl: -0.2784 (-0.2787) time: 0.7479 data: 0.0002 max mem: 29860 [00:09:55.525882] Epoch: [172] [ 320/2904] eta: 0:34:35 lr: 0.002225 loss: 0.1822 (0.1981) loss_rec_all: 0.2081 (0.2239) loss_rec_sfr: 0.2721 (0.2950) loss_cl: -0.2790 (-0.2787) time: 0.7476 data: 0.0002 max mem: 29860 [00:10:10.449227] Epoch: [172] [ 340/2904] eta: 0:34:10 lr: 0.002225 loss: 0.1874 (0.1983) loss_rec_all: 0.2136 (0.2241) loss_rec_sfr: 0.2676 (0.2954) loss_cl: -0.2791 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [00:10:25.356291] Epoch: [172] [ 360/2904] eta: 0:33:46 lr: 0.002225 loss: 0.1899 (0.1987) loss_rec_all: 0.2158 (0.2245) loss_rec_sfr: 0.2752 (0.2968) loss_cl: -0.2786 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [00:10:40.275349] Epoch: [172] [ 380/2904] eta: 0:33:24 lr: 0.002225 loss: 0.1879 (0.1987) loss_rec_all: 0.2137 (0.2245) loss_rec_sfr: 0.2767 (0.2968) loss_cl: -0.2788 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [00:10:55.188585] Epoch: [172] [ 400/2904] eta: 0:33:02 lr: 0.002225 loss: 0.1874 (0.1986) loss_rec_all: 0.2134 (0.2244) loss_rec_sfr: 0.2753 (0.2962) loss_cl: -0.2788 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [00:11:10.114413] Epoch: [172] [ 420/2904] eta: 0:32:41 lr: 0.002225 loss: 0.1869 (0.1986) loss_rec_all: 0.2127 (0.2244) loss_rec_sfr: 0.2778 (0.2961) loss_cl: -0.2784 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [00:11:25.034682] Epoch: [172] [ 440/2904] eta: 0:32:20 lr: 0.002225 loss: 0.1877 (0.1984) loss_rec_all: 0.2138 (0.2242) loss_rec_sfr: 0.2695 (0.2958) loss_cl: -0.2795 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [00:11:39.953728] Epoch: [172] [ 460/2904] eta: 0:32:00 lr: 0.002225 loss: 0.1838 (0.1981) loss_rec_all: 0.2101 (0.2239) loss_rec_sfr: 0.2739 (0.2951) loss_cl: -0.2786 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [00:11:54.872423] Epoch: [172] [ 480/2904] eta: 0:31:40 lr: 0.002225 loss: 0.1933 (0.1983) loss_rec_all: 0.2191 (0.2241) loss_rec_sfr: 0.2776 (0.2962) loss_cl: -0.2784 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [00:12:09.797823] Epoch: [172] [ 500/2904] eta: 0:31:21 lr: 0.002225 loss: 0.1903 (0.1984) loss_rec_all: 0.2162 (0.2242) loss_rec_sfr: 0.2770 (0.2965) loss_cl: -0.2781 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [00:12:24.712430] Epoch: [172] [ 520/2904] eta: 0:31:02 lr: 0.002225 loss: 0.1822 (0.1981) loss_rec_all: 0.2083 (0.2239) loss_rec_sfr: 0.2669 (0.2956) loss_cl: -0.2789 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [00:12:39.623744] Epoch: [172] [ 540/2904] eta: 0:30:43 lr: 0.002225 loss: 0.1882 (0.1982) loss_rec_all: 0.2142 (0.2240) loss_rec_sfr: 0.2779 (0.2958) loss_cl: -0.2788 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [00:12:54.531536] Epoch: [172] [ 560/2904] eta: 0:30:25 lr: 0.002225 loss: 0.1847 (0.1980) loss_rec_all: 0.2110 (0.2238) loss_rec_sfr: 0.2722 (0.2954) loss_cl: -0.2788 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [00:13:09.451951] Epoch: [172] [ 580/2904] eta: 0:30:06 lr: 0.002225 loss: 0.1849 (0.1981) loss_rec_all: 0.2107 (0.2239) loss_rec_sfr: 0.2808 (0.2957) loss_cl: -0.2780 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [00:13:24.368249] Epoch: [172] [ 600/2904] eta: 0:29:48 lr: 0.002225 loss: 0.1832 (0.1980) loss_rec_all: 0.2093 (0.2238) loss_rec_sfr: 0.2677 (0.2953) loss_cl: -0.2785 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [00:13:39.280513] Epoch: [172] [ 620/2904] eta: 0:29:31 lr: 0.002225 loss: 0.1916 (0.1981) loss_rec_all: 0.2176 (0.2239) loss_rec_sfr: 0.2711 (0.2953) loss_cl: -0.2786 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [00:13:54.200756] Epoch: [172] [ 640/2904] eta: 0:29:13 lr: 0.002225 loss: 0.1842 (0.1981) loss_rec_all: 0.2101 (0.2239) loss_rec_sfr: 0.2792 (0.2954) loss_cl: -0.2786 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [00:14:09.127964] Epoch: [172] [ 660/2904] eta: 0:28:56 lr: 0.002225 loss: 0.1887 (0.1984) loss_rec_all: 0.2148 (0.2242) loss_rec_sfr: 0.2690 (0.2959) loss_cl: -0.2793 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [00:14:24.050599] Epoch: [172] [ 680/2904] eta: 0:28:38 lr: 0.002225 loss: 0.1901 (0.1983) loss_rec_all: 0.2158 (0.2241) loss_rec_sfr: 0.2638 (0.2953) loss_cl: -0.2784 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [00:14:38.956538] Epoch: [172] [ 700/2904] eta: 0:28:21 lr: 0.002225 loss: 0.1881 (0.1984) loss_rec_all: 0.2142 (0.2242) loss_rec_sfr: 0.2681 (0.2955) loss_cl: -0.2789 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [00:14:53.868659] Epoch: [172] [ 720/2904] eta: 0:28:04 lr: 0.002225 loss: 0.1834 (0.1984) loss_rec_all: 0.2094 (0.2242) loss_rec_sfr: 0.2719 (0.2957) loss_cl: -0.2797 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [00:15:08.782237] Epoch: [172] [ 740/2904] eta: 0:27:47 lr: 0.002225 loss: 0.1908 (0.1987) loss_rec_all: 0.2167 (0.2245) loss_rec_sfr: 0.2755 (0.2964) loss_cl: -0.2794 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [00:15:23.707883] Epoch: [172] [ 760/2904] eta: 0:27:30 lr: 0.002225 loss: 0.1875 (0.1986) loss_rec_all: 0.2136 (0.2244) loss_rec_sfr: 0.2675 (0.2958) loss_cl: -0.2777 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [00:15:38.638720] Epoch: [172] [ 780/2904] eta: 0:27:14 lr: 0.002225 loss: 0.1874 (0.1983) loss_rec_all: 0.2137 (0.2241) loss_rec_sfr: 0.2647 (0.2947) loss_cl: -0.2789 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [00:15:53.566254] Epoch: [172] [ 800/2904] eta: 0:26:57 lr: 0.002225 loss: 0.1865 (0.1982) loss_rec_all: 0.2128 (0.2240) loss_rec_sfr: 0.2632 (0.2944) loss_cl: -0.2786 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [00:16:08.499364] Epoch: [172] [ 820/2904] eta: 0:26:41 lr: 0.002225 loss: 0.1878 (0.1982) loss_rec_all: 0.2138 (0.2240) loss_rec_sfr: 0.2713 (0.2943) loss_cl: -0.2781 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [00:16:23.427841] Epoch: [172] [ 840/2904] eta: 0:26:24 lr: 0.002225 loss: 0.1862 (0.1980) loss_rec_all: 0.2122 (0.2238) loss_rec_sfr: 0.2584 (0.2938) loss_cl: -0.2790 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [00:16:38.357141] Epoch: [172] [ 860/2904] eta: 0:26:08 lr: 0.002225 loss: 0.1845 (0.1980) loss_rec_all: 0.2108 (0.2238) loss_rec_sfr: 0.2683 (0.2938) loss_cl: -0.2789 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [00:16:53.282042] Epoch: [172] [ 880/2904] eta: 0:25:51 lr: 0.002225 loss: 0.1848 (0.1979) loss_rec_all: 0.2109 (0.2237) loss_rec_sfr: 0.2757 (0.2935) loss_cl: -0.2792 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [00:17:08.209246] Epoch: [172] [ 900/2904] eta: 0:25:35 lr: 0.002225 loss: 0.1846 (0.1978) loss_rec_all: 0.2112 (0.2236) loss_rec_sfr: 0.2665 (0.2932) loss_cl: -0.2798 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [00:17:23.129591] Epoch: [172] [ 920/2904] eta: 0:25:19 lr: 0.002225 loss: 0.1947 (0.1980) loss_rec_all: 0.2208 (0.2238) loss_rec_sfr: 0.2792 (0.2938) loss_cl: -0.2789 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [00:17:38.046021] Epoch: [172] [ 940/2904] eta: 0:25:03 lr: 0.002225 loss: 0.1818 (0.1978) loss_rec_all: 0.2079 (0.2236) loss_rec_sfr: 0.2706 (0.2933) loss_cl: -0.2782 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [00:17:52.958618] Epoch: [172] [ 960/2904] eta: 0:24:47 lr: 0.002225 loss: 0.1856 (0.1978) loss_rec_all: 0.2117 (0.2236) loss_rec_sfr: 0.2715 (0.2934) loss_cl: -0.2783 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [00:18:07.875018] Epoch: [172] [ 980/2904] eta: 0:24:31 lr: 0.002225 loss: 0.1872 (0.1979) loss_rec_all: 0.2133 (0.2237) loss_rec_sfr: 0.2811 (0.2935) loss_cl: -0.2787 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [00:18:22.791005] Epoch: [172] [1000/2904] eta: 0:24:15 lr: 0.002225 loss: 0.1878 (0.1980) loss_rec_all: 0.2136 (0.2238) loss_rec_sfr: 0.2852 (0.2940) loss_cl: -0.2792 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [00:18:37.706863] Epoch: [172] [1020/2904] eta: 0:23:59 lr: 0.002225 loss: 0.1921 (0.1980) loss_rec_all: 0.2179 (0.2238) loss_rec_sfr: 0.2775 (0.2939) loss_cl: -0.2791 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [00:18:52.625504] Epoch: [172] [1040/2904] eta: 0:23:43 lr: 0.002225 loss: 0.1843 (0.1980) loss_rec_all: 0.2107 (0.2238) loss_rec_sfr: 0.2726 (0.2937) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [00:19:07.539815] Epoch: [172] [1060/2904] eta: 0:23:27 lr: 0.002225 loss: 0.1900 (0.1981) loss_rec_all: 0.2156 (0.2239) loss_rec_sfr: 0.2712 (0.2941) loss_cl: -0.2780 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [00:19:22.454676] Epoch: [172] [1080/2904] eta: 0:23:11 lr: 0.002225 loss: 0.1865 (0.1979) loss_rec_all: 0.2128 (0.2238) loss_rec_sfr: 0.2636 (0.2934) loss_cl: -0.2781 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [00:19:37.367073] Epoch: [172] [1100/2904] eta: 0:22:55 lr: 0.002225 loss: 0.1902 (0.1980) loss_rec_all: 0.2164 (0.2238) loss_rec_sfr: 0.2787 (0.2935) loss_cl: -0.2796 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [00:19:52.283079] Epoch: [172] [1120/2904] eta: 0:22:39 lr: 0.002225 loss: 0.1859 (0.1980) loss_rec_all: 0.2118 (0.2238) loss_rec_sfr: 0.2766 (0.2936) loss_cl: -0.2793 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [00:20:07.198088] Epoch: [172] [1140/2904] eta: 0:22:24 lr: 0.002225 loss: 0.1849 (0.1979) loss_rec_all: 0.2111 (0.2237) loss_rec_sfr: 0.2696 (0.2933) loss_cl: -0.2783 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [00:20:22.112916] Epoch: [172] [1160/2904] eta: 0:22:08 lr: 0.002225 loss: 0.1852 (0.1979) loss_rec_all: 0.2115 (0.2237) loss_rec_sfr: 0.2669 (0.2932) loss_cl: -0.2781 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [00:20:37.031736] Epoch: [172] [1180/2904] eta: 0:21:52 lr: 0.002225 loss: 0.1890 (0.1980) loss_rec_all: 0.2154 (0.2238) loss_rec_sfr: 0.2590 (0.2934) loss_cl: -0.2791 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [00:20:51.955080] Epoch: [172] [1200/2904] eta: 0:21:37 lr: 0.002225 loss: 0.1896 (0.1981) loss_rec_all: 0.2153 (0.2239) loss_rec_sfr: 0.2810 (0.2937) loss_cl: -0.2792 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [00:21:06.874644] Epoch: [172] [1220/2904] eta: 0:21:21 lr: 0.002225 loss: 0.1832 (0.1980) loss_rec_all: 0.2091 (0.2239) loss_rec_sfr: 0.2752 (0.2937) loss_cl: -0.2786 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [00:21:21.795621] Epoch: [172] [1240/2904] eta: 0:21:05 lr: 0.002225 loss: 0.1904 (0.1982) loss_rec_all: 0.2161 (0.2240) loss_rec_sfr: 0.2792 (0.2943) loss_cl: -0.2786 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [00:21:36.713369] Epoch: [172] [1260/2904] eta: 0:20:50 lr: 0.002225 loss: 0.1871 (0.1982) loss_rec_all: 0.2130 (0.2240) loss_rec_sfr: 0.2675 (0.2941) loss_cl: -0.2783 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [00:21:51.635862] Epoch: [172] [1280/2904] eta: 0:20:34 lr: 0.002225 loss: 0.1877 (0.1980) loss_rec_all: 0.2136 (0.2239) loss_rec_sfr: 0.2663 (0.2937) loss_cl: -0.2785 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [00:22:06.557560] Epoch: [172] [1300/2904] eta: 0:20:19 lr: 0.002225 loss: 0.1866 (0.1980) loss_rec_all: 0.2124 (0.2238) loss_rec_sfr: 0.2795 (0.2938) loss_cl: -0.2783 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [00:22:21.474043] Epoch: [172] [1320/2904] eta: 0:20:03 lr: 0.002225 loss: 0.1880 (0.1980) loss_rec_all: 0.2143 (0.2239) loss_rec_sfr: 0.2672 (0.2938) loss_cl: -0.2792 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [00:22:36.390611] Epoch: [172] [1340/2904] eta: 0:19:47 lr: 0.002225 loss: 0.1885 (0.1980) loss_rec_all: 0.2146 (0.2238) loss_rec_sfr: 0.2688 (0.2934) loss_cl: -0.2803 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [00:22:51.310728] Epoch: [172] [1360/2904] eta: 0:19:32 lr: 0.002225 loss: 0.1860 (0.1980) loss_rec_all: 0.2122 (0.2238) loss_rec_sfr: 0.2702 (0.2935) loss_cl: -0.2791 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [00:23:06.231401] Epoch: [172] [1380/2904] eta: 0:19:17 lr: 0.002225 loss: 0.1950 (0.1980) loss_rec_all: 0.2210 (0.2239) loss_rec_sfr: 0.2730 (0.2934) loss_cl: -0.2780 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [00:23:21.149571] Epoch: [172] [1400/2904] eta: 0:19:01 lr: 0.002225 loss: 0.1851 (0.1980) loss_rec_all: 0.2111 (0.2238) loss_rec_sfr: 0.2694 (0.2933) loss_cl: -0.2787 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [00:23:36.070839] Epoch: [172] [1420/2904] eta: 0:18:46 lr: 0.002224 loss: 0.1882 (0.1980) loss_rec_all: 0.2142 (0.2238) loss_rec_sfr: 0.2728 (0.2933) loss_cl: -0.2788 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [00:23:50.997729] Epoch: [172] [1440/2904] eta: 0:18:30 lr: 0.002224 loss: 0.1837 (0.1978) loss_rec_all: 0.2098 (0.2237) loss_rec_sfr: 0.2436 (0.2928) loss_cl: -0.2799 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [00:24:05.918902] Epoch: [172] [1460/2904] eta: 0:18:15 lr: 0.002224 loss: 0.1860 (0.1978) loss_rec_all: 0.2120 (0.2236) loss_rec_sfr: 0.2747 (0.2928) loss_cl: -0.2795 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [00:24:20.838265] Epoch: [172] [1480/2904] eta: 0:17:59 lr: 0.002224 loss: 0.1852 (0.1979) loss_rec_all: 0.2113 (0.2237) loss_rec_sfr: 0.2851 (0.2933) loss_cl: -0.2788 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [00:24:35.756084] Epoch: [172] [1500/2904] eta: 0:17:44 lr: 0.002224 loss: 0.1855 (0.1979) loss_rec_all: 0.2115 (0.2237) loss_rec_sfr: 0.2364 (0.2931) loss_cl: -0.2780 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [00:24:50.674999] Epoch: [172] [1520/2904] eta: 0:17:29 lr: 0.002224 loss: 0.1849 (0.1979) loss_rec_all: 0.2106 (0.2237) loss_rec_sfr: 0.2640 (0.2931) loss_cl: -0.2791 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [00:25:05.591047] Epoch: [172] [1540/2904] eta: 0:17:13 lr: 0.002224 loss: 0.1884 (0.1979) loss_rec_all: 0.2142 (0.2237) loss_rec_sfr: 0.2866 (0.2932) loss_cl: -0.2789 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [00:25:20.504155] Epoch: [172] [1560/2904] eta: 0:16:58 lr: 0.002224 loss: 0.1884 (0.1980) loss_rec_all: 0.2142 (0.2238) loss_rec_sfr: 0.2826 (0.2934) loss_cl: -0.2790 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [00:25:35.420433] Epoch: [172] [1580/2904] eta: 0:16:42 lr: 0.002224 loss: 0.1868 (0.1979) loss_rec_all: 0.2129 (0.2237) loss_rec_sfr: 0.2838 (0.2933) loss_cl: -0.2787 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [00:25:50.337371] Epoch: [172] [1600/2904] eta: 0:16:27 lr: 0.002224 loss: 0.1873 (0.1978) loss_rec_all: 0.2130 (0.2236) loss_rec_sfr: 0.2728 (0.2931) loss_cl: -0.2785 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [00:26:05.248223] Epoch: [172] [1620/2904] eta: 0:16:12 lr: 0.002224 loss: 0.1906 (0.1979) loss_rec_all: 0.2164 (0.2237) loss_rec_sfr: 0.2837 (0.2934) loss_cl: -0.2787 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [00:26:20.165412] Epoch: [172] [1640/2904] eta: 0:15:56 lr: 0.002224 loss: 0.2456 (0.1983) loss_rec_all: 0.2701 (0.2241) loss_rec_sfr: 0.4614 (0.2945) loss_cl: -0.2787 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [00:26:35.089027] Epoch: [172] [1660/2904] eta: 0:15:41 lr: 0.002224 loss: 0.1847 (0.1982) loss_rec_all: 0.2105 (0.2241) loss_rec_sfr: 0.2698 (0.2944) loss_cl: -0.2785 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [00:26:50.028214] Epoch: [172] [1680/2904] eta: 0:15:26 lr: 0.002224 loss: 0.1876 (0.1982) loss_rec_all: 0.2134 (0.2240) loss_rec_sfr: 0.2848 (0.2943) loss_cl: -0.2785 (-0.2787) time: 0.7469 data: 0.0003 max mem: 29860 [00:27:04.966009] Epoch: [172] [1700/2904] eta: 0:15:11 lr: 0.002224 loss: 0.1840 (0.1981) loss_rec_all: 0.2101 (0.2239) loss_rec_sfr: 0.2744 (0.2942) loss_cl: -0.2793 (-0.2787) time: 0.7468 data: 0.0002 max mem: 29860 [00:27:19.923157] Epoch: [172] [1720/2904] eta: 0:14:55 lr: 0.002224 loss: 0.1882 (0.1981) loss_rec_all: 0.2140 (0.2240) loss_rec_sfr: 0.2811 (0.2943) loss_cl: -0.2784 (-0.2787) time: 0.7478 data: 0.0002 max mem: 29860 [00:27:34.872320] Epoch: [172] [1740/2904] eta: 0:14:40 lr: 0.002224 loss: 0.1851 (0.1981) loss_rec_all: 0.2110 (0.2239) loss_rec_sfr: 0.2767 (0.2942) loss_cl: -0.2793 (-0.2787) time: 0.7474 data: 0.0002 max mem: 29860 [00:27:49.816004] Epoch: [172] [1760/2904] eta: 0:14:25 lr: 0.002224 loss: 0.1884 (0.1981) loss_rec_all: 0.2145 (0.2239) loss_rec_sfr: 0.2787 (0.2944) loss_cl: -0.2790 (-0.2787) time: 0.7471 data: 0.0003 max mem: 29860 [00:28:04.766095] Epoch: [172] [1780/2904] eta: 0:14:10 lr: 0.002224 loss: 0.1873 (0.1981) loss_rec_all: 0.2136 (0.2239) loss_rec_sfr: 0.2422 (0.2941) loss_cl: -0.2779 (-0.2787) time: 0.7474 data: 0.0002 max mem: 29860 [00:28:19.717489] Epoch: [172] [1800/2904] eta: 0:13:54 lr: 0.002224 loss: 0.1938 (0.1981) loss_rec_all: 0.2198 (0.2239) loss_rec_sfr: 0.2757 (0.2941) loss_cl: -0.2791 (-0.2787) time: 0.7475 data: 0.0002 max mem: 29860 [00:28:34.662424] Epoch: [172] [1820/2904] eta: 0:13:39 lr: 0.002224 loss: 0.1894 (0.1981) loss_rec_all: 0.2155 (0.2239) loss_rec_sfr: 0.2720 (0.2939) loss_cl: -0.2790 (-0.2787) time: 0.7472 data: 0.0002 max mem: 29860 [00:28:49.614266] Epoch: [172] [1840/2904] eta: 0:13:24 lr: 0.002224 loss: 0.1858 (0.1980) loss_rec_all: 0.2119 (0.2239) loss_rec_sfr: 0.2646 (0.2938) loss_cl: -0.2793 (-0.2787) time: 0.7475 data: 0.0003 max mem: 29860 [00:29:04.561624] Epoch: [172] [1860/2904] eta: 0:13:09 lr: 0.002224 loss: 0.1852 (0.1980) loss_rec_all: 0.2111 (0.2238) loss_rec_sfr: 0.2634 (0.2937) loss_cl: -0.2784 (-0.2787) time: 0.7473 data: 0.0002 max mem: 29860 [00:29:19.510071] Epoch: [172] [1880/2904] eta: 0:12:53 lr: 0.002224 loss: 0.1828 (0.1978) loss_rec_all: 0.2091 (0.2237) loss_rec_sfr: 0.2363 (0.2932) loss_cl: -0.2783 (-0.2787) time: 0.7474 data: 0.0002 max mem: 29860 [00:29:34.471051] Epoch: [172] [1900/2904] eta: 0:12:38 lr: 0.002224 loss: 0.1878 (0.1979) loss_rec_all: 0.2136 (0.2238) loss_rec_sfr: 0.2934 (0.2936) loss_cl: -0.2776 (-0.2787) time: 0.7480 data: 0.0002 max mem: 29860 [00:29:49.421398] Epoch: [172] [1920/2904] eta: 0:12:23 lr: 0.002224 loss: 0.1892 (0.1981) loss_rec_all: 0.2151 (0.2239) loss_rec_sfr: 0.2985 (0.2941) loss_cl: -0.2794 (-0.2787) time: 0.7475 data: 0.0003 max mem: 29860 [00:30:04.336044] Epoch: [172] [1940/2904] eta: 0:12:08 lr: 0.002224 loss: 0.1870 (0.1981) loss_rec_all: 0.2129 (0.2239) loss_rec_sfr: 0.2688 (0.2941) loss_cl: -0.2795 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [00:30:19.257400] Epoch: [172] [1960/2904] eta: 0:11:53 lr: 0.002224 loss: 0.1849 (0.1980) loss_rec_all: 0.2109 (0.2239) loss_rec_sfr: 0.2711 (0.2940) loss_cl: -0.2793 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [00:30:34.167941] Epoch: [172] [1980/2904] eta: 0:11:37 lr: 0.002224 loss: 0.1905 (0.1981) loss_rec_all: 0.2166 (0.2239) loss_rec_sfr: 0.2807 (0.2941) loss_cl: -0.2786 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [00:30:49.081451] Epoch: [172] [2000/2904] eta: 0:11:22 lr: 0.002224 loss: 0.1875 (0.1981) loss_rec_all: 0.2135 (0.2239) loss_rec_sfr: 0.2637 (0.2940) loss_cl: -0.2789 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [00:31:03.984063] Epoch: [172] [2020/2904] eta: 0:11:07 lr: 0.002224 loss: 0.1883 (0.1981) loss_rec_all: 0.2148 (0.2239) loss_rec_sfr: 0.2790 (0.2940) loss_cl: -0.2792 (-0.2787) time: 0.7451 data: 0.0002 max mem: 29860 [00:31:18.890304] Epoch: [172] [2040/2904] eta: 0:10:52 lr: 0.002224 loss: 0.1834 (0.1981) loss_rec_all: 0.2093 (0.2239) loss_rec_sfr: 0.2684 (0.2940) loss_cl: -0.2790 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [00:31:33.800377] Epoch: [172] [2060/2904] eta: 0:10:37 lr: 0.002224 loss: 0.1849 (0.1980) loss_rec_all: 0.2111 (0.2238) loss_rec_sfr: 0.2454 (0.2936) loss_cl: -0.2790 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [00:31:48.708396] Epoch: [172] [2080/2904] eta: 0:10:22 lr: 0.002224 loss: 0.1845 (0.1979) loss_rec_all: 0.2102 (0.2237) loss_rec_sfr: 0.2728 (0.2935) loss_cl: -0.2783 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [00:32:03.617397] Epoch: [172] [2100/2904] eta: 0:10:06 lr: 0.002224 loss: 0.1919 (0.1980) loss_rec_all: 0.2175 (0.2238) loss_rec_sfr: 0.2815 (0.2937) loss_cl: -0.2782 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [00:32:18.519108] Epoch: [172] [2120/2904] eta: 0:09:51 lr: 0.002224 loss: 0.1850 (0.1979) loss_rec_all: 0.2109 (0.2237) loss_rec_sfr: 0.2662 (0.2936) loss_cl: -0.2789 (-0.2787) time: 0.7450 data: 0.0002 max mem: 29860 [00:32:33.425455] Epoch: [172] [2140/2904] eta: 0:09:36 lr: 0.002224 loss: 0.1807 (0.1978) loss_rec_all: 0.2070 (0.2236) loss_rec_sfr: 0.2598 (0.2932) loss_cl: -0.2794 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [00:32:48.334541] Epoch: [172] [2160/2904] eta: 0:09:21 lr: 0.002224 loss: 0.1816 (0.1977) loss_rec_all: 0.2082 (0.2235) loss_rec_sfr: 0.2766 (0.2930) loss_cl: -0.2793 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [00:33:03.245018] Epoch: [172] [2180/2904] eta: 0:09:06 lr: 0.002224 loss: 0.1881 (0.1977) loss_rec_all: 0.2141 (0.2235) loss_rec_sfr: 0.2757 (0.2931) loss_cl: -0.2786 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [00:33:18.148373] Epoch: [172] [2200/2904] eta: 0:08:51 lr: 0.002224 loss: 0.1871 (0.1977) loss_rec_all: 0.2131 (0.2235) loss_rec_sfr: 0.2721 (0.2930) loss_cl: -0.2787 (-0.2787) time: 0.7451 data: 0.0002 max mem: 29860 [00:33:33.056602] Epoch: [172] [2220/2904] eta: 0:08:35 lr: 0.002224 loss: 0.1866 (0.1976) loss_rec_all: 0.2126 (0.2235) loss_rec_sfr: 0.2803 (0.2930) loss_cl: -0.2796 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [00:33:47.962640] Epoch: [172] [2240/2904] eta: 0:08:20 lr: 0.002224 loss: 0.1836 (0.1976) loss_rec_all: 0.2097 (0.2234) loss_rec_sfr: 0.2624 (0.2929) loss_cl: -0.2793 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [00:34:02.868959] Epoch: [172] [2260/2904] eta: 0:08:05 lr: 0.002224 loss: 0.1900 (0.1977) loss_rec_all: 0.2159 (0.2235) loss_rec_sfr: 0.2663 (0.2930) loss_cl: -0.2787 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [00:34:17.774978] Epoch: [172] [2280/2904] eta: 0:07:50 lr: 0.002224 loss: 0.1865 (0.1977) loss_rec_all: 0.2122 (0.2235) loss_rec_sfr: 0.2429 (0.2929) loss_cl: -0.2783 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [00:34:32.679965] Epoch: [172] [2300/2904] eta: 0:07:35 lr: 0.002224 loss: 0.1879 (0.1977) loss_rec_all: 0.2138 (0.2235) loss_rec_sfr: 0.2869 (0.2931) loss_cl: -0.2789 (-0.2787) time: 0.7452 data: 0.0002 max mem: 29860 [00:34:47.579615] Epoch: [172] [2320/2904] eta: 0:07:20 lr: 0.002224 loss: 0.1832 (0.1977) loss_rec_all: 0.2092 (0.2235) loss_rec_sfr: 0.2760 (0.2932) loss_cl: -0.2791 (-0.2788) time: 0.7449 data: 0.0002 max mem: 29860 [00:35:02.482521] Epoch: [172] [2340/2904] eta: 0:07:05 lr: 0.002224 loss: 0.1899 (0.1977) loss_rec_all: 0.2156 (0.2235) loss_rec_sfr: 0.2710 (0.2930) loss_cl: -0.2786 (-0.2787) time: 0.7451 data: 0.0002 max mem: 29860 [00:35:17.387850] Epoch: [172] [2360/2904] eta: 0:06:50 lr: 0.002224 loss: 0.1840 (0.1976) loss_rec_all: 0.2097 (0.2234) loss_rec_sfr: 0.2778 (0.2929) loss_cl: -0.2791 (-0.2787) time: 0.7452 data: 0.0002 max mem: 29860 [00:35:32.291549] Epoch: [172] [2380/2904] eta: 0:06:34 lr: 0.002224 loss: 0.1922 (0.1977) loss_rec_all: 0.2182 (0.2235) loss_rec_sfr: 0.2842 (0.2932) loss_cl: -0.2787 (-0.2787) time: 0.7451 data: 0.0002 max mem: 29860 [00:35:47.204073] Epoch: [172] [2400/2904] eta: 0:06:19 lr: 0.002224 loss: 0.1886 (0.1978) loss_rec_all: 0.2148 (0.2236) loss_rec_sfr: 0.2790 (0.2935) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [00:36:02.111672] Epoch: [172] [2420/2904] eta: 0:06:04 lr: 0.002224 loss: 0.1892 (0.1978) loss_rec_all: 0.2151 (0.2236) loss_rec_sfr: 0.2880 (0.2935) loss_cl: -0.2790 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [00:36:17.012659] Epoch: [172] [2440/2904] eta: 0:05:49 lr: 0.002224 loss: 0.1895 (0.1978) loss_rec_all: 0.2155 (0.2236) loss_rec_sfr: 0.2856 (0.2936) loss_cl: -0.2788 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [00:36:31.916527] Epoch: [172] [2460/2904] eta: 0:05:34 lr: 0.002224 loss: 0.1850 (0.1977) loss_rec_all: 0.2113 (0.2236) loss_rec_sfr: 0.2486 (0.2935) loss_cl: -0.2786 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [00:36:46.823490] Epoch: [172] [2480/2904] eta: 0:05:19 lr: 0.002224 loss: 0.1866 (0.1978) loss_rec_all: 0.2125 (0.2236) loss_rec_sfr: 0.2821 (0.2936) loss_cl: -0.2792 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [00:37:01.728046] Epoch: [172] [2500/2904] eta: 0:05:04 lr: 0.002224 loss: 0.1851 (0.1978) loss_rec_all: 0.2112 (0.2236) loss_rec_sfr: 0.2790 (0.2937) loss_cl: -0.2787 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [00:37:16.632041] Epoch: [172] [2520/2904] eta: 0:04:49 lr: 0.002224 loss: 0.1864 (0.1977) loss_rec_all: 0.2128 (0.2236) loss_rec_sfr: 0.2675 (0.2935) loss_cl: -0.2802 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [00:37:31.539664] Epoch: [172] [2540/2904] eta: 0:04:34 lr: 0.002223 loss: 0.1871 (0.1977) loss_rec_all: 0.2134 (0.2235) loss_rec_sfr: 0.2773 (0.2934) loss_cl: -0.2788 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [00:37:46.445119] Epoch: [172] [2560/2904] eta: 0:04:19 lr: 0.002223 loss: 0.1868 (0.1977) loss_rec_all: 0.2131 (0.2235) loss_rec_sfr: 0.2605 (0.2934) loss_cl: -0.2784 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [00:38:01.355829] Epoch: [172] [2580/2904] eta: 0:04:03 lr: 0.002223 loss: 0.1851 (0.1977) loss_rec_all: 0.2109 (0.2235) loss_rec_sfr: 0.2708 (0.2935) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [00:38:16.260082] Epoch: [172] [2600/2904] eta: 0:03:48 lr: 0.002223 loss: 0.1850 (0.1977) loss_rec_all: 0.2109 (0.2235) loss_rec_sfr: 0.2679 (0.2934) loss_cl: -0.2779 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [00:38:31.159914] Epoch: [172] [2620/2904] eta: 0:03:33 lr: 0.002223 loss: 0.1849 (0.1976) loss_rec_all: 0.2112 (0.2235) loss_rec_sfr: 0.2763 (0.2933) loss_cl: -0.2789 (-0.2788) time: 0.7449 data: 0.0002 max mem: 29860 [00:38:46.056179] Epoch: [172] [2640/2904] eta: 0:03:18 lr: 0.002223 loss: 0.1845 (0.1977) loss_rec_all: 0.2106 (0.2235) loss_rec_sfr: 0.2718 (0.2934) loss_cl: -0.2792 (-0.2788) time: 0.7448 data: 0.0002 max mem: 29860 [00:39:00.949018] Epoch: [172] [2660/2904] eta: 0:03:03 lr: 0.002223 loss: 0.1880 (0.1977) loss_rec_all: 0.2139 (0.2235) loss_rec_sfr: 0.2621 (0.2933) loss_cl: -0.2787 (-0.2788) time: 0.7446 data: 0.0002 max mem: 29860 [00:39:15.846935] Epoch: [172] [2680/2904] eta: 0:02:48 lr: 0.002223 loss: 0.1867 (0.1976) loss_rec_all: 0.2125 (0.2234) loss_rec_sfr: 0.2788 (0.2932) loss_cl: -0.2786 (-0.2788) time: 0.7449 data: 0.0002 max mem: 29860 [00:39:30.753651] Epoch: [172] [2700/2904] eta: 0:02:33 lr: 0.002223 loss: 0.1857 (0.1976) loss_rec_all: 0.2121 (0.2234) loss_rec_sfr: 0.2448 (0.2930) loss_cl: -0.2790 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [00:39:45.664135] Epoch: [172] [2720/2904] eta: 0:02:18 lr: 0.002223 loss: 0.1841 (0.1975) loss_rec_all: 0.2101 (0.2233) loss_rec_sfr: 0.2439 (0.2927) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [00:40:00.570151] Epoch: [172] [2740/2904] eta: 0:02:03 lr: 0.002223 loss: 0.1883 (0.1975) loss_rec_all: 0.2144 (0.2233) loss_rec_sfr: 0.2797 (0.2928) loss_cl: -0.2788 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [00:40:15.474153] Epoch: [172] [2760/2904] eta: 0:01:48 lr: 0.002223 loss: 0.1849 (0.1975) loss_rec_all: 0.2110 (0.2233) loss_rec_sfr: 0.2739 (0.2927) loss_cl: -0.2785 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [00:40:30.385339] Epoch: [172] [2780/2904] eta: 0:01:33 lr: 0.002223 loss: 0.1857 (0.1975) loss_rec_all: 0.2118 (0.2233) loss_rec_sfr: 0.2682 (0.2926) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [00:40:45.291497] Epoch: [172] [2800/2904] eta: 0:01:18 lr: 0.002223 loss: 0.1876 (0.1975) loss_rec_all: 0.2138 (0.2233) loss_rec_sfr: 0.2753 (0.2928) loss_cl: -0.2803 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [00:41:00.196561] Epoch: [172] [2820/2904] eta: 0:01:03 lr: 0.002223 loss: 0.1902 (0.1975) loss_rec_all: 0.2164 (0.2234) loss_rec_sfr: 0.2759 (0.2930) loss_cl: -0.2796 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [00:41:15.145149] Epoch: [172] [2840/2904] eta: 0:00:48 lr: 0.002223 loss: 0.1848 (0.1975) loss_rec_all: 0.2110 (0.2234) loss_rec_sfr: 0.2782 (0.2930) loss_cl: -0.2785 (-0.2788) time: 0.7474 data: 0.0024 max mem: 29860 [00:41:30.038522] Epoch: [172] [2860/2904] eta: 0:00:33 lr: 0.002223 loss: 0.1837 (0.1975) loss_rec_all: 0.2100 (0.2233) loss_rec_sfr: 0.2751 (0.2929) loss_cl: -0.2783 (-0.2788) time: 0.7446 data: 0.0001 max mem: 29860 [00:41:44.929702] Epoch: [172] [2880/2904] eta: 0:00:18 lr: 0.002223 loss: 0.1878 (0.1975) loss_rec_all: 0.2140 (0.2233) loss_rec_sfr: 0.2744 (0.2929) loss_cl: -0.2781 (-0.2788) time: 0.7445 data: 0.0001 max mem: 29860 [00:41:59.822500] Epoch: [172] [2900/2904] eta: 0:00:03 lr: 0.002223 loss: 0.1937 (0.1976) loss_rec_all: 0.2196 (0.2234) loss_rec_sfr: 0.2839 (0.2931) loss_cl: -0.2787 (-0.2788) time: 0.7446 data: 0.0001 max mem: 29860 [00:42:02.062743] Epoch: [172] [2903/2904] eta: 0:00:00 lr: 0.002223 loss: 0.1898 (0.1976) loss_rec_all: 0.2156 (0.2234) loss_rec_sfr: 0.2860 (0.2931) loss_cl: -0.2789 (-0.2788) time: 0.7445 data: 0.0001 max mem: 29860 [00:42:04.122165] Epoch: [172] Total time: 0:36:26 (0.7529 s / it) [00:42:04.123289] Averaged stats: lr: 0.002223 loss: 0.1898 (0.1997) loss_rec_all: 0.2156 (0.2232) loss_rec_sfr: 0.2860 (0.2921) loss_cl: -0.2789 (-0.2555) [00:42:04.129337] log_dir: ./checkpoint/VF2_ViT-B [00:42:20.203414] Epoch: [173] [ 0/2904] eta: 12:57:56 lr: 0.002223 loss: 0.1891 (0.1891) loss_rec_all: 0.2149 (0.2149) loss_rec_sfr: 0.2908 (0.2908) loss_cl: -0.2792 (-0.2792) time: 16.0731 data: 15.3407 max mem: 29860 [00:42:38.605561] Epoch: [173] [ 20/2904] eta: 1:18:54 lr: 0.002223 loss: 0.1872 (0.1918) loss_rec_all: 0.2134 (0.2178) loss_rec_sfr: 0.2705 (0.2666) loss_cl: -0.2791 (-0.2790) time: 0.9201 data: 0.0085 max mem: 29860 [00:42:53.519729] Epoch: [173] [ 40/2904] eta: 0:57:29 lr: 0.002223 loss: 0.1843 (0.1889) loss_rec_all: 0.2106 (0.2150) loss_rec_sfr: 0.2653 (0.2597) loss_cl: -0.2796 (-0.2791) time: 0.7457 data: 0.0003 max mem: 29860 [00:43:08.443065] Epoch: [173] [ 60/2904] eta: 0:49:58 lr: 0.002223 loss: 0.1867 (0.1917) loss_rec_all: 0.2131 (0.2177) loss_rec_sfr: 0.2626 (0.2680) loss_cl: -0.2789 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [00:43:23.377201] Epoch: [173] [ 80/2904] eta: 0:46:02 lr: 0.002223 loss: 0.1864 (0.1929) loss_rec_all: 0.2123 (0.2189) loss_rec_sfr: 0.2683 (0.2751) loss_cl: -0.2794 (-0.2789) time: 0.7466 data: 0.0002 max mem: 29860 [00:43:38.327564] Epoch: [173] [ 100/2904] eta: 0:43:34 lr: 0.002223 loss: 0.1821 (0.1930) loss_rec_all: 0.2078 (0.2189) loss_rec_sfr: 0.2603 (0.2732) loss_cl: -0.2782 (-0.2788) time: 0.7475 data: 0.0003 max mem: 29860 [00:43:53.282974] Epoch: [173] [ 120/2904] eta: 0:41:51 lr: 0.002223 loss: 0.1868 (0.1930) loss_rec_all: 0.2126 (0.2190) loss_rec_sfr: 0.2811 (0.2756) loss_cl: -0.2788 (-0.2788) time: 0.7477 data: 0.0003 max mem: 29860 [00:44:08.256239] Epoch: [173] [ 140/2904] eta: 0:40:33 lr: 0.002223 loss: 0.1813 (0.1941) loss_rec_all: 0.2076 (0.2200) loss_rec_sfr: 0.2565 (0.2787) loss_cl: -0.2791 (-0.2788) time: 0.7486 data: 0.0003 max mem: 29860 [00:44:23.196187] Epoch: [173] [ 160/2904] eta: 0:39:30 lr: 0.002223 loss: 0.2015 (0.1966) loss_rec_all: 0.2275 (0.2224) loss_rec_sfr: 0.2884 (0.2871) loss_cl: -0.2793 (-0.2788) time: 0.7470 data: 0.0002 max mem: 29860 [00:44:38.122504] Epoch: [173] [ 180/2904] eta: 0:38:37 lr: 0.002223 loss: 0.1939 (0.1970) loss_rec_all: 0.2197 (0.2229) loss_rec_sfr: 0.2731 (0.2884) loss_cl: -0.2789 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [00:44:53.058457] Epoch: [173] [ 200/2904] eta: 0:37:52 lr: 0.002223 loss: 0.1849 (0.1966) loss_rec_all: 0.2108 (0.2225) loss_rec_sfr: 0.2756 (0.2881) loss_cl: -0.2786 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [00:45:08.002221] Epoch: [173] [ 220/2904] eta: 0:37:12 lr: 0.002223 loss: 0.1859 (0.1973) loss_rec_all: 0.2119 (0.2231) loss_rec_sfr: 0.2828 (0.2911) loss_cl: -0.2794 (-0.2789) time: 0.7471 data: 0.0002 max mem: 29860 [00:45:22.953864] Epoch: [173] [ 240/2904] eta: 0:36:37 lr: 0.002223 loss: 0.1839 (0.1974) loss_rec_all: 0.2103 (0.2232) loss_rec_sfr: 0.2790 (0.2923) loss_cl: -0.2790 (-0.2789) time: 0.7475 data: 0.0002 max mem: 29860 [00:45:37.933501] Epoch: [173] [ 260/2904] eta: 0:36:05 lr: 0.002223 loss: 0.1883 (0.1970) loss_rec_all: 0.2145 (0.2229) loss_rec_sfr: 0.2694 (0.2909) loss_cl: -0.2785 (-0.2788) time: 0.7489 data: 0.0003 max mem: 29860 [00:45:52.888766] Epoch: [173] [ 280/2904] eta: 0:35:36 lr: 0.002223 loss: 0.1867 (0.1970) loss_rec_all: 0.2127 (0.2228) loss_rec_sfr: 0.2750 (0.2914) loss_cl: -0.2792 (-0.2789) time: 0.7477 data: 0.0002 max mem: 29860 [00:46:07.816885] Epoch: [173] [ 300/2904] eta: 0:35:08 lr: 0.002223 loss: 0.1865 (0.1968) loss_rec_all: 0.2130 (0.2227) loss_rec_sfr: 0.2711 (0.2909) loss_cl: -0.2798 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [00:46:22.748626] Epoch: [173] [ 320/2904] eta: 0:34:41 lr: 0.002223 loss: 0.1887 (0.1969) loss_rec_all: 0.2150 (0.2227) loss_rec_sfr: 0.2754 (0.2909) loss_cl: -0.2783 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [00:46:37.664773] Epoch: [173] [ 340/2904] eta: 0:34:16 lr: 0.002223 loss: 0.1833 (0.1966) loss_rec_all: 0.2090 (0.2224) loss_rec_sfr: 0.2387 (0.2896) loss_cl: -0.2779 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [00:46:52.578641] Epoch: [173] [ 360/2904] eta: 0:33:52 lr: 0.002223 loss: 0.1895 (0.1972) loss_rec_all: 0.2155 (0.2230) loss_rec_sfr: 0.2743 (0.2916) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [00:47:07.493980] Epoch: [173] [ 380/2904] eta: 0:33:29 lr: 0.002223 loss: 0.1826 (0.1966) loss_rec_all: 0.2089 (0.2225) loss_rec_sfr: 0.2777 (0.2907) loss_cl: -0.2796 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [00:47:22.407882] Epoch: [173] [ 400/2904] eta: 0:33:07 lr: 0.002223 loss: 0.1870 (0.1968) loss_rec_all: 0.2132 (0.2227) loss_rec_sfr: 0.2646 (0.2913) loss_cl: -0.2795 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [00:47:37.332875] Epoch: [173] [ 420/2904] eta: 0:32:45 lr: 0.002223 loss: 0.1842 (0.1964) loss_rec_all: 0.2104 (0.2223) loss_rec_sfr: 0.2639 (0.2899) loss_cl: -0.2778 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [00:47:52.244443] Epoch: [173] [ 440/2904] eta: 0:32:24 lr: 0.002223 loss: 0.1862 (0.1962) loss_rec_all: 0.2121 (0.2220) loss_rec_sfr: 0.2721 (0.2894) loss_cl: -0.2778 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [00:48:07.161771] Epoch: [173] [ 460/2904] eta: 0:32:04 lr: 0.002223 loss: 0.1834 (0.1960) loss_rec_all: 0.2094 (0.2218) loss_rec_sfr: 0.2633 (0.2885) loss_cl: -0.2793 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [00:48:22.072032] Epoch: [173] [ 480/2904] eta: 0:31:44 lr: 0.002223 loss: 0.1859 (0.1958) loss_rec_all: 0.2121 (0.2217) loss_rec_sfr: 0.2695 (0.2881) loss_cl: -0.2792 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [00:48:36.988981] Epoch: [173] [ 500/2904] eta: 0:31:24 lr: 0.002223 loss: 0.1870 (0.1961) loss_rec_all: 0.2129 (0.2219) loss_rec_sfr: 0.2633 (0.2888) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [00:48:51.910173] Epoch: [173] [ 520/2904] eta: 0:31:05 lr: 0.002223 loss: 0.1844 (0.1962) loss_rec_all: 0.2106 (0.2220) loss_rec_sfr: 0.2647 (0.2888) loss_cl: -0.2793 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [00:49:06.817216] Epoch: [173] [ 540/2904] eta: 0:30:46 lr: 0.002223 loss: 0.1882 (0.1963) loss_rec_all: 0.2147 (0.2221) loss_rec_sfr: 0.2697 (0.2890) loss_cl: -0.2796 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [00:49:21.722707] Epoch: [173] [ 560/2904] eta: 0:30:28 lr: 0.002223 loss: 0.1845 (0.1961) loss_rec_all: 0.2107 (0.2220) loss_rec_sfr: 0.2773 (0.2890) loss_cl: -0.2792 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [00:49:36.630337] Epoch: [173] [ 580/2904] eta: 0:30:09 lr: 0.002223 loss: 0.1876 (0.1961) loss_rec_all: 0.2142 (0.2220) loss_rec_sfr: 0.2741 (0.2886) loss_cl: -0.2793 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [00:49:51.538776] Epoch: [173] [ 600/2904] eta: 0:29:51 lr: 0.002223 loss: 0.1832 (0.1962) loss_rec_all: 0.2091 (0.2221) loss_rec_sfr: 0.2652 (0.2889) loss_cl: -0.2784 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [00:50:06.447947] Epoch: [173] [ 620/2904] eta: 0:29:33 lr: 0.002223 loss: 0.1872 (0.1963) loss_rec_all: 0.2134 (0.2222) loss_rec_sfr: 0.2785 (0.2894) loss_cl: -0.2775 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [00:50:21.356422] Epoch: [173] [ 640/2904] eta: 0:29:16 lr: 0.002223 loss: 0.1853 (0.1962) loss_rec_all: 0.2113 (0.2220) loss_rec_sfr: 0.2587 (0.2888) loss_cl: -0.2782 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [00:50:36.269105] Epoch: [173] [ 660/2904] eta: 0:28:58 lr: 0.002223 loss: 0.1869 (0.1961) loss_rec_all: 0.2134 (0.2219) loss_rec_sfr: 0.2693 (0.2884) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [00:50:51.175593] Epoch: [173] [ 680/2904] eta: 0:28:41 lr: 0.002223 loss: 0.1845 (0.1959) loss_rec_all: 0.2109 (0.2218) loss_rec_sfr: 0.2635 (0.2881) loss_cl: -0.2792 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [00:51:06.089020] Epoch: [173] [ 700/2904] eta: 0:28:23 lr: 0.002223 loss: 0.1870 (0.1961) loss_rec_all: 0.2130 (0.2220) loss_rec_sfr: 0.2630 (0.2885) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [00:51:21.004987] Epoch: [173] [ 720/2904] eta: 0:28:06 lr: 0.002223 loss: 0.1852 (0.1962) loss_rec_all: 0.2111 (0.2220) loss_rec_sfr: 0.2847 (0.2890) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [00:51:35.928293] Epoch: [173] [ 740/2904] eta: 0:27:49 lr: 0.002223 loss: 0.1873 (0.1962) loss_rec_all: 0.2132 (0.2221) loss_rec_sfr: 0.2875 (0.2893) loss_cl: -0.2793 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [00:51:50.843743] Epoch: [173] [ 760/2904] eta: 0:27:32 lr: 0.002222 loss: 0.1822 (0.1959) loss_rec_all: 0.2084 (0.2218) loss_rec_sfr: 0.2485 (0.2884) loss_cl: -0.2794 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [00:52:05.760276] Epoch: [173] [ 780/2904] eta: 0:27:16 lr: 0.002222 loss: 0.1836 (0.1959) loss_rec_all: 0.2097 (0.2218) loss_rec_sfr: 0.2421 (0.2881) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [00:52:20.672385] Epoch: [173] [ 800/2904] eta: 0:26:59 lr: 0.002222 loss: 0.1833 (0.1957) loss_rec_all: 0.2099 (0.2216) loss_rec_sfr: 0.2772 (0.2876) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [00:52:35.582868] Epoch: [173] [ 820/2904] eta: 0:26:42 lr: 0.002222 loss: 0.1907 (0.1959) loss_rec_all: 0.2168 (0.2218) loss_rec_sfr: 0.2680 (0.2881) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [00:52:50.489517] Epoch: [173] [ 840/2904] eta: 0:26:26 lr: 0.002222 loss: 0.1890 (0.1960) loss_rec_all: 0.2151 (0.2218) loss_rec_sfr: 0.2734 (0.2880) loss_cl: -0.2790 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [00:53:05.392627] Epoch: [173] [ 860/2904] eta: 0:26:09 lr: 0.002222 loss: 0.1835 (0.1960) loss_rec_all: 0.2095 (0.2218) loss_rec_sfr: 0.2671 (0.2879) loss_cl: -0.2793 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [00:53:20.298736] Epoch: [173] [ 880/2904] eta: 0:25:53 lr: 0.002222 loss: 0.1879 (0.1961) loss_rec_all: 0.2140 (0.2219) loss_rec_sfr: 0.2787 (0.2885) loss_cl: -0.2784 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [00:53:35.204371] Epoch: [173] [ 900/2904] eta: 0:25:36 lr: 0.002222 loss: 0.1854 (0.1958) loss_rec_all: 0.2113 (0.2217) loss_rec_sfr: 0.2654 (0.2877) loss_cl: -0.2790 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [00:53:50.112464] Epoch: [173] [ 920/2904] eta: 0:25:20 lr: 0.002222 loss: 0.1894 (0.1958) loss_rec_all: 0.2153 (0.2217) loss_rec_sfr: 0.2818 (0.2876) loss_cl: -0.2794 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [00:54:05.024955] Epoch: [173] [ 940/2904] eta: 0:25:04 lr: 0.002222 loss: 0.1832 (0.1957) loss_rec_all: 0.2097 (0.2216) loss_rec_sfr: 0.2586 (0.2872) loss_cl: -0.2797 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [00:54:19.938989] Epoch: [173] [ 960/2904] eta: 0:24:48 lr: 0.002222 loss: 0.1880 (0.1959) loss_rec_all: 0.2139 (0.2217) loss_rec_sfr: 0.2833 (0.2879) loss_cl: -0.2787 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [00:54:34.853896] Epoch: [173] [ 980/2904] eta: 0:24:32 lr: 0.002222 loss: 0.1888 (0.1959) loss_rec_all: 0.2149 (0.2218) loss_rec_sfr: 0.2792 (0.2882) loss_cl: -0.2783 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [00:54:49.792974] Epoch: [173] [1000/2904] eta: 0:24:16 lr: 0.002222 loss: 0.1911 (0.1961) loss_rec_all: 0.2172 (0.2219) loss_rec_sfr: 0.2685 (0.2885) loss_cl: -0.2793 (-0.2789) time: 0.7469 data: 0.0002 max mem: 29860 [00:55:04.714783] Epoch: [173] [1020/2904] eta: 0:24:00 lr: 0.002222 loss: 0.1855 (0.1961) loss_rec_all: 0.2117 (0.2220) loss_rec_sfr: 0.2726 (0.2886) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [00:55:19.648086] Epoch: [173] [1040/2904] eta: 0:23:44 lr: 0.002222 loss: 0.1836 (0.1961) loss_rec_all: 0.2100 (0.2219) loss_rec_sfr: 0.2633 (0.2885) loss_cl: -0.2793 (-0.2789) time: 0.7466 data: 0.0002 max mem: 29860 [00:55:34.580122] Epoch: [173] [1060/2904] eta: 0:23:28 lr: 0.002222 loss: 0.1891 (0.1963) loss_rec_all: 0.2151 (0.2221) loss_rec_sfr: 0.2708 (0.2890) loss_cl: -0.2789 (-0.2789) time: 0.7466 data: 0.0002 max mem: 29860 [00:55:49.496538] Epoch: [173] [1080/2904] eta: 0:23:12 lr: 0.002222 loss: 0.1831 (0.1962) loss_rec_all: 0.2092 (0.2221) loss_rec_sfr: 0.2750 (0.2890) loss_cl: -0.2781 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [00:56:04.435826] Epoch: [173] [1100/2904] eta: 0:22:56 lr: 0.002222 loss: 0.1850 (0.1962) loss_rec_all: 0.2113 (0.2221) loss_rec_sfr: 0.2672 (0.2891) loss_cl: -0.2790 (-0.2788) time: 0.7469 data: 0.0002 max mem: 29860 [00:56:19.377574] Epoch: [173] [1120/2904] eta: 0:22:40 lr: 0.002222 loss: 0.1857 (0.1962) loss_rec_all: 0.2116 (0.2221) loss_rec_sfr: 0.2793 (0.2893) loss_cl: -0.2791 (-0.2788) time: 0.7470 data: 0.0002 max mem: 29860 [00:56:34.306663] Epoch: [173] [1140/2904] eta: 0:22:25 lr: 0.002222 loss: 0.1857 (0.1964) loss_rec_all: 0.2117 (0.2222) loss_rec_sfr: 0.2793 (0.2898) loss_cl: -0.2795 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [00:56:49.237342] Epoch: [173] [1160/2904] eta: 0:22:09 lr: 0.002222 loss: 0.1875 (0.1965) loss_rec_all: 0.2134 (0.2223) loss_rec_sfr: 0.2715 (0.2901) loss_cl: -0.2785 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [00:57:04.162856] Epoch: [173] [1180/2904] eta: 0:21:53 lr: 0.002222 loss: 0.1875 (0.1965) loss_rec_all: 0.2139 (0.2224) loss_rec_sfr: 0.2726 (0.2901) loss_cl: -0.2786 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [00:57:19.081815] Epoch: [173] [1200/2904] eta: 0:21:38 lr: 0.002222 loss: 0.1891 (0.1966) loss_rec_all: 0.2153 (0.2224) loss_rec_sfr: 0.2742 (0.2903) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [00:57:34.008227] Epoch: [173] [1220/2904] eta: 0:21:22 lr: 0.002222 loss: 0.1889 (0.1967) loss_rec_all: 0.2146 (0.2226) loss_rec_sfr: 0.2825 (0.2910) loss_cl: -0.2791 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [00:57:48.928723] Epoch: [173] [1240/2904] eta: 0:21:06 lr: 0.002222 loss: 0.1883 (0.1967) loss_rec_all: 0.2142 (0.2226) loss_rec_sfr: 0.2734 (0.2909) loss_cl: -0.2797 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [00:58:03.848178] Epoch: [173] [1260/2904] eta: 0:20:51 lr: 0.002222 loss: 0.1859 (0.1967) loss_rec_all: 0.2123 (0.2225) loss_rec_sfr: 0.2371 (0.2907) loss_cl: -0.2790 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [00:58:18.768096] Epoch: [173] [1280/2904] eta: 0:20:35 lr: 0.002222 loss: 0.1880 (0.1967) loss_rec_all: 0.2139 (0.2226) loss_rec_sfr: 0.2836 (0.2910) loss_cl: -0.2784 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [00:58:33.689456] Epoch: [173] [1300/2904] eta: 0:20:19 lr: 0.002222 loss: 0.1860 (0.1967) loss_rec_all: 0.2122 (0.2226) loss_rec_sfr: 0.2663 (0.2909) loss_cl: -0.2783 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [00:58:48.605611] Epoch: [173] [1320/2904] eta: 0:20:04 lr: 0.002222 loss: 0.1874 (0.1968) loss_rec_all: 0.2133 (0.2227) loss_rec_sfr: 0.2821 (0.2912) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [00:59:03.526331] Epoch: [173] [1340/2904] eta: 0:19:48 lr: 0.002222 loss: 0.1889 (0.1968) loss_rec_all: 0.2153 (0.2227) loss_rec_sfr: 0.2733 (0.2914) loss_cl: -0.2793 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [00:59:18.448656] Epoch: [173] [1360/2904] eta: 0:19:33 lr: 0.002222 loss: 0.1899 (0.1969) loss_rec_all: 0.2157 (0.2227) loss_rec_sfr: 0.2671 (0.2913) loss_cl: -0.2792 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [00:59:33.366416] Epoch: [173] [1380/2904] eta: 0:19:17 lr: 0.002222 loss: 0.1847 (0.1968) loss_rec_all: 0.2105 (0.2226) loss_rec_sfr: 0.2500 (0.2909) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [00:59:48.293916] Epoch: [173] [1400/2904] eta: 0:19:02 lr: 0.002222 loss: 0.1872 (0.1967) loss_rec_all: 0.2131 (0.2226) loss_rec_sfr: 0.2715 (0.2909) loss_cl: -0.2787 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [01:00:03.218209] Epoch: [173] [1420/2904] eta: 0:18:46 lr: 0.002222 loss: 0.1870 (0.1968) loss_rec_all: 0.2130 (0.2226) loss_rec_sfr: 0.2843 (0.2911) loss_cl: -0.2789 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [01:00:18.139531] Epoch: [173] [1440/2904] eta: 0:18:31 lr: 0.002222 loss: 0.1875 (0.1967) loss_rec_all: 0.2134 (0.2226) loss_rec_sfr: 0.2720 (0.2908) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [01:00:33.062106] Epoch: [173] [1460/2904] eta: 0:18:15 lr: 0.002222 loss: 0.1854 (0.1967) loss_rec_all: 0.2115 (0.2225) loss_rec_sfr: 0.2420 (0.2904) loss_cl: -0.2796 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [01:00:47.987202] Epoch: [173] [1480/2904] eta: 0:18:00 lr: 0.002222 loss: 0.1836 (0.1966) loss_rec_all: 0.2094 (0.2224) loss_rec_sfr: 0.2884 (0.2905) loss_cl: -0.2793 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [01:01:02.912002] Epoch: [173] [1500/2904] eta: 0:17:45 lr: 0.002222 loss: 0.1855 (0.1965) loss_rec_all: 0.2111 (0.2224) loss_rec_sfr: 0.2782 (0.2903) loss_cl: -0.2778 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [01:01:17.833551] Epoch: [173] [1520/2904] eta: 0:17:29 lr: 0.002222 loss: 0.1863 (0.1965) loss_rec_all: 0.2125 (0.2223) loss_rec_sfr: 0.2689 (0.2903) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [01:01:32.758948] Epoch: [173] [1540/2904] eta: 0:17:14 lr: 0.002222 loss: 0.1869 (0.1965) loss_rec_all: 0.2127 (0.2223) loss_rec_sfr: 0.2670 (0.2903) loss_cl: -0.2794 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [01:01:47.686590] Epoch: [173] [1560/2904] eta: 0:16:58 lr: 0.002222 loss: 0.1882 (0.1966) loss_rec_all: 0.2140 (0.2225) loss_rec_sfr: 0.2786 (0.2908) loss_cl: -0.2787 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [01:02:02.611319] Epoch: [173] [1580/2904] eta: 0:16:43 lr: 0.002222 loss: 0.1867 (0.1967) loss_rec_all: 0.2125 (0.2225) loss_rec_sfr: 0.2841 (0.2910) loss_cl: -0.2791 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [01:02:17.536247] Epoch: [173] [1600/2904] eta: 0:16:28 lr: 0.002222 loss: 0.1884 (0.1967) loss_rec_all: 0.2144 (0.2226) loss_rec_sfr: 0.2887 (0.2914) loss_cl: -0.2790 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [01:02:32.460453] Epoch: [173] [1620/2904] eta: 0:16:12 lr: 0.002222 loss: 0.1882 (0.1967) loss_rec_all: 0.2141 (0.2226) loss_rec_sfr: 0.2750 (0.2912) loss_cl: -0.2789 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [01:02:47.387253] Epoch: [173] [1640/2904] eta: 0:15:57 lr: 0.002222 loss: 0.1843 (0.1967) loss_rec_all: 0.2102 (0.2225) loss_rec_sfr: 0.2622 (0.2909) loss_cl: -0.2787 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [01:03:02.313934] Epoch: [173] [1660/2904] eta: 0:15:42 lr: 0.002222 loss: 0.1873 (0.1966) loss_rec_all: 0.2134 (0.2225) loss_rec_sfr: 0.2705 (0.2908) loss_cl: -0.2791 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [01:03:17.232597] Epoch: [173] [1680/2904] eta: 0:15:26 lr: 0.002222 loss: 0.1878 (0.1967) loss_rec_all: 0.2137 (0.2225) loss_rec_sfr: 0.2772 (0.2909) loss_cl: -0.2794 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [01:03:32.299077] Epoch: [173] [1700/2904] eta: 0:15:11 lr: 0.002222 loss: 0.1844 (0.1966) loss_rec_all: 0.2108 (0.2224) loss_rec_sfr: 0.2736 (0.2906) loss_cl: -0.2793 (-0.2789) time: 0.7533 data: 0.0002 max mem: 29860 [01:03:47.218886] Epoch: [173] [1720/2904] eta: 0:14:56 lr: 0.002222 loss: 0.1857 (0.1965) loss_rec_all: 0.2117 (0.2224) loss_rec_sfr: 0.2788 (0.2904) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [01:04:02.141236] Epoch: [173] [1740/2904] eta: 0:14:41 lr: 0.002222 loss: 0.1856 (0.1966) loss_rec_all: 0.2115 (0.2224) loss_rec_sfr: 0.2783 (0.2905) loss_cl: -0.2785 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [01:04:17.066537] Epoch: [173] [1760/2904] eta: 0:14:25 lr: 0.002222 loss: 0.1898 (0.1966) loss_rec_all: 0.2158 (0.2225) loss_rec_sfr: 0.2869 (0.2908) loss_cl: -0.2792 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [01:04:31.988482] Epoch: [173] [1780/2904] eta: 0:14:10 lr: 0.002222 loss: 0.1852 (0.1966) loss_rec_all: 0.2116 (0.2225) loss_rec_sfr: 0.2399 (0.2906) loss_cl: -0.2788 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [01:04:46.911759] Epoch: [173] [1800/2904] eta: 0:13:55 lr: 0.002222 loss: 0.1861 (0.1966) loss_rec_all: 0.2123 (0.2224) loss_rec_sfr: 0.2715 (0.2905) loss_cl: -0.2787 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [01:05:01.832301] Epoch: [173] [1820/2904] eta: 0:13:40 lr: 0.002222 loss: 0.1837 (0.1966) loss_rec_all: 0.2096 (0.2224) loss_rec_sfr: 0.2406 (0.2904) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [01:05:16.751588] Epoch: [173] [1840/2904] eta: 0:13:24 lr: 0.002222 loss: 0.1884 (0.1966) loss_rec_all: 0.2142 (0.2225) loss_rec_sfr: 0.2730 (0.2906) loss_cl: -0.2781 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [01:05:31.673704] Epoch: [173] [1860/2904] eta: 0:13:09 lr: 0.002222 loss: 0.1923 (0.1967) loss_rec_all: 0.2184 (0.2226) loss_rec_sfr: 0.2704 (0.2907) loss_cl: -0.2785 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [01:05:46.595916] Epoch: [173] [1880/2904] eta: 0:12:54 lr: 0.002221 loss: 0.1864 (0.1968) loss_rec_all: 0.2129 (0.2226) loss_rec_sfr: 0.2921 (0.2910) loss_cl: -0.2795 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [01:06:01.515996] Epoch: [173] [1900/2904] eta: 0:12:39 lr: 0.002221 loss: 0.1849 (0.1967) loss_rec_all: 0.2108 (0.2226) loss_rec_sfr: 0.2707 (0.2910) loss_cl: -0.2798 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [01:06:16.433653] Epoch: [173] [1920/2904] eta: 0:12:23 lr: 0.002221 loss: 0.1874 (0.1967) loss_rec_all: 0.2138 (0.2225) loss_rec_sfr: 0.2636 (0.2908) loss_cl: -0.2793 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [01:06:31.353335] Epoch: [173] [1940/2904] eta: 0:12:08 lr: 0.002221 loss: 0.1890 (0.1967) loss_rec_all: 0.2151 (0.2225) loss_rec_sfr: 0.2840 (0.2909) loss_cl: -0.2783 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [01:06:46.268249] Epoch: [173] [1960/2904] eta: 0:11:53 lr: 0.002221 loss: 0.1871 (0.1967) loss_rec_all: 0.2135 (0.2226) loss_rec_sfr: 0.2642 (0.2909) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [01:07:01.189559] Epoch: [173] [1980/2904] eta: 0:11:38 lr: 0.002221 loss: 0.1879 (0.1967) loss_rec_all: 0.2141 (0.2225) loss_rec_sfr: 0.2429 (0.2907) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [01:07:16.100321] Epoch: [173] [2000/2904] eta: 0:11:23 lr: 0.002221 loss: 0.1865 (0.1966) loss_rec_all: 0.2129 (0.2225) loss_rec_sfr: 0.2572 (0.2906) loss_cl: -0.2784 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [01:07:31.016754] Epoch: [173] [2020/2904] eta: 0:11:07 lr: 0.002221 loss: 0.1850 (0.1966) loss_rec_all: 0.2109 (0.2224) loss_rec_sfr: 0.2758 (0.2905) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [01:07:45.929816] Epoch: [173] [2040/2904] eta: 0:10:52 lr: 0.002221 loss: 0.1861 (0.1965) loss_rec_all: 0.2121 (0.2224) loss_rec_sfr: 0.2729 (0.2904) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [01:08:00.857793] Epoch: [173] [2060/2904] eta: 0:10:37 lr: 0.002221 loss: 0.1905 (0.1966) loss_rec_all: 0.2167 (0.2224) loss_rec_sfr: 0.2762 (0.2906) loss_cl: -0.2785 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [01:08:15.955009] Epoch: [173] [2080/2904] eta: 0:10:22 lr: 0.002221 loss: 0.1868 (0.1966) loss_rec_all: 0.2127 (0.2225) loss_rec_sfr: 0.2874 (0.2908) loss_cl: -0.2788 (-0.2788) time: 0.7548 data: 0.0002 max mem: 29860 [01:08:30.878251] Epoch: [173] [2100/2904] eta: 0:10:07 lr: 0.002221 loss: 0.1856 (0.1966) loss_rec_all: 0.2121 (0.2225) loss_rec_sfr: 0.2561 (0.2908) loss_cl: -0.2794 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [01:08:45.791657] Epoch: [173] [2120/2904] eta: 0:09:51 lr: 0.002221 loss: 0.1886 (0.1966) loss_rec_all: 0.2143 (0.2225) loss_rec_sfr: 0.2757 (0.2909) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [01:09:00.709328] Epoch: [173] [2140/2904] eta: 0:09:36 lr: 0.002221 loss: 0.1866 (0.1966) loss_rec_all: 0.2124 (0.2225) loss_rec_sfr: 0.2739 (0.2909) loss_cl: -0.2781 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [01:09:15.630294] Epoch: [173] [2160/2904] eta: 0:09:21 lr: 0.002221 loss: 0.1869 (0.1966) loss_rec_all: 0.2130 (0.2225) loss_rec_sfr: 0.2643 (0.2908) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [01:09:30.550860] Epoch: [173] [2180/2904] eta: 0:09:06 lr: 0.002221 loss: 0.1949 (0.1967) loss_rec_all: 0.2210 (0.2226) loss_rec_sfr: 0.2720 (0.2910) loss_cl: -0.2793 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [01:09:45.466704] Epoch: [173] [2200/2904] eta: 0:08:51 lr: 0.002221 loss: 0.1900 (0.1968) loss_rec_all: 0.2160 (0.2227) loss_rec_sfr: 0.2819 (0.2913) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [01:10:00.382533] Epoch: [173] [2220/2904] eta: 0:08:36 lr: 0.002221 loss: 0.1854 (0.1968) loss_rec_all: 0.2117 (0.2226) loss_rec_sfr: 0.2627 (0.2911) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [01:10:15.304659] Epoch: [173] [2240/2904] eta: 0:08:21 lr: 0.002221 loss: 0.1839 (0.1967) loss_rec_all: 0.2102 (0.2226) loss_rec_sfr: 0.2601 (0.2909) loss_cl: -0.2792 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [01:10:30.228313] Epoch: [173] [2260/2904] eta: 0:08:05 lr: 0.002221 loss: 0.1884 (0.1968) loss_rec_all: 0.2146 (0.2226) loss_rec_sfr: 0.2855 (0.2911) loss_cl: -0.2787 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [01:10:45.148362] Epoch: [173] [2280/2904] eta: 0:07:50 lr: 0.002221 loss: 0.1859 (0.1967) loss_rec_all: 0.2119 (0.2226) loss_rec_sfr: 0.2601 (0.2910) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [01:11:00.068119] Epoch: [173] [2300/2904] eta: 0:07:35 lr: 0.002221 loss: 0.1913 (0.1968) loss_rec_all: 0.2171 (0.2227) loss_rec_sfr: 0.2870 (0.2913) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [01:11:14.988906] Epoch: [173] [2320/2904] eta: 0:07:20 lr: 0.002221 loss: 0.1851 (0.1969) loss_rec_all: 0.2115 (0.2227) loss_rec_sfr: 0.2707 (0.2914) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [01:11:29.908924] Epoch: [173] [2340/2904] eta: 0:07:05 lr: 0.002221 loss: 0.1837 (0.1968) loss_rec_all: 0.2093 (0.2226) loss_rec_sfr: 0.2476 (0.2912) loss_cl: -0.2782 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [01:11:44.830536] Epoch: [173] [2360/2904] eta: 0:06:50 lr: 0.002221 loss: 0.1883 (0.1968) loss_rec_all: 0.2145 (0.2227) loss_rec_sfr: 0.2849 (0.2915) loss_cl: -0.2793 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [01:11:59.750072] Epoch: [173] [2380/2904] eta: 0:06:35 lr: 0.002221 loss: 0.1864 (0.1969) loss_rec_all: 0.2124 (0.2228) loss_rec_sfr: 0.2883 (0.2917) loss_cl: -0.2798 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [01:12:14.669760] Epoch: [173] [2400/2904] eta: 0:06:20 lr: 0.002221 loss: 0.1855 (0.1969) loss_rec_all: 0.2119 (0.2227) loss_rec_sfr: 0.2664 (0.2916) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [01:12:29.589953] Epoch: [173] [2420/2904] eta: 0:06:04 lr: 0.002221 loss: 0.1849 (0.1969) loss_rec_all: 0.2109 (0.2228) loss_rec_sfr: 0.2784 (0.2918) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [01:12:44.504257] Epoch: [173] [2440/2904] eta: 0:05:49 lr: 0.002221 loss: 0.1882 (0.1970) loss_rec_all: 0.2142 (0.2228) loss_rec_sfr: 0.2784 (0.2919) loss_cl: -0.2793 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [01:12:59.418292] Epoch: [173] [2460/2904] eta: 0:05:34 lr: 0.002221 loss: 0.1866 (0.1969) loss_rec_all: 0.2126 (0.2228) loss_rec_sfr: 0.2398 (0.2918) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [01:13:14.333911] Epoch: [173] [2480/2904] eta: 0:05:19 lr: 0.002221 loss: 0.1877 (0.1970) loss_rec_all: 0.2134 (0.2228) loss_rec_sfr: 0.2654 (0.2918) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [01:13:29.252884] Epoch: [173] [2500/2904] eta: 0:05:04 lr: 0.002221 loss: 0.1890 (0.1969) loss_rec_all: 0.2148 (0.2228) loss_rec_sfr: 0.2713 (0.2916) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [01:13:44.201435] Epoch: [173] [2520/2904] eta: 0:04:49 lr: 0.002221 loss: 0.1841 (0.1969) loss_rec_all: 0.2099 (0.2227) loss_rec_sfr: 0.2715 (0.2915) loss_cl: -0.2780 (-0.2788) time: 0.7474 data: 0.0003 max mem: 29860 [01:13:59.146518] Epoch: [173] [2540/2904] eta: 0:04:34 lr: 0.002221 loss: 0.1841 (0.1969) loss_rec_all: 0.2099 (0.2227) loss_rec_sfr: 0.2451 (0.2914) loss_cl: -0.2789 (-0.2788) time: 0.7472 data: 0.0002 max mem: 29860 [01:14:14.094551] Epoch: [173] [2560/2904] eta: 0:04:19 lr: 0.002221 loss: 0.1869 (0.1969) loss_rec_all: 0.2131 (0.2227) loss_rec_sfr: 0.2766 (0.2913) loss_cl: -0.2798 (-0.2788) time: 0.7474 data: 0.0002 max mem: 29860 [01:14:29.038248] Epoch: [173] [2580/2904] eta: 0:04:04 lr: 0.002221 loss: 0.1865 (0.1968) loss_rec_all: 0.2130 (0.2227) loss_rec_sfr: 0.2666 (0.2912) loss_cl: -0.2796 (-0.2788) time: 0.7471 data: 0.0002 max mem: 29860 [01:14:43.989571] Epoch: [173] [2600/2904] eta: 0:03:49 lr: 0.002221 loss: 0.1871 (0.1968) loss_rec_all: 0.2130 (0.2227) loss_rec_sfr: 0.2724 (0.2912) loss_cl: -0.2790 (-0.2788) time: 0.7475 data: 0.0002 max mem: 29860 [01:14:58.941521] Epoch: [173] [2620/2904] eta: 0:03:33 lr: 0.002221 loss: 0.1873 (0.1968) loss_rec_all: 0.2132 (0.2226) loss_rec_sfr: 0.2800 (0.2911) loss_cl: -0.2783 (-0.2788) time: 0.7475 data: 0.0002 max mem: 29860 [01:15:13.887012] Epoch: [173] [2640/2904] eta: 0:03:18 lr: 0.002221 loss: 0.1848 (0.1968) loss_rec_all: 0.2107 (0.2226) loss_rec_sfr: 0.2705 (0.2910) loss_cl: -0.2791 (-0.2788) time: 0.7472 data: 0.0002 max mem: 29860 [01:15:28.835474] Epoch: [173] [2660/2904] eta: 0:03:03 lr: 0.002221 loss: 0.1845 (0.1967) loss_rec_all: 0.2103 (0.2226) loss_rec_sfr: 0.2825 (0.2910) loss_cl: -0.2791 (-0.2788) time: 0.7474 data: 0.0002 max mem: 29860 [01:15:43.780777] Epoch: [173] [2680/2904] eta: 0:02:48 lr: 0.002221 loss: 0.1902 (0.1968) loss_rec_all: 0.2164 (0.2226) loss_rec_sfr: 0.2831 (0.2912) loss_cl: -0.2789 (-0.2788) time: 0.7472 data: 0.0002 max mem: 29860 [01:15:58.731292] Epoch: [173] [2700/2904] eta: 0:02:33 lr: 0.002221 loss: 0.1873 (0.1968) loss_rec_all: 0.2136 (0.2226) loss_rec_sfr: 0.2628 (0.2911) loss_cl: -0.2789 (-0.2788) time: 0.7475 data: 0.0002 max mem: 29860 [01:16:13.688816] Epoch: [173] [2720/2904] eta: 0:02:18 lr: 0.002221 loss: 0.1903 (0.1968) loss_rec_all: 0.2162 (0.2227) loss_rec_sfr: 0.2697 (0.2911) loss_cl: -0.2787 (-0.2788) time: 0.7478 data: 0.0002 max mem: 29860 [01:16:28.646985] Epoch: [173] [2740/2904] eta: 0:02:03 lr: 0.002221 loss: 0.1876 (0.1968) loss_rec_all: 0.2137 (0.2227) loss_rec_sfr: 0.2752 (0.2912) loss_cl: -0.2798 (-0.2788) time: 0.7479 data: 0.0003 max mem: 29860 [01:16:43.595318] Epoch: [173] [2760/2904] eta: 0:01:48 lr: 0.002221 loss: 0.1876 (0.1968) loss_rec_all: 0.2139 (0.2227) loss_rec_sfr: 0.2731 (0.2912) loss_cl: -0.2792 (-0.2788) time: 0.7474 data: 0.0003 max mem: 29860 [01:16:58.529899] Epoch: [173] [2780/2904] eta: 0:01:33 lr: 0.002221 loss: 0.1866 (0.1968) loss_rec_all: 0.2124 (0.2227) loss_rec_sfr: 0.2728 (0.2913) loss_cl: -0.2782 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [01:17:13.472335] Epoch: [173] [2800/2904] eta: 0:01:18 lr: 0.002221 loss: 0.1868 (0.1969) loss_rec_all: 0.2126 (0.2227) loss_rec_sfr: 0.2791 (0.2914) loss_cl: -0.2779 (-0.2788) time: 0.7471 data: 0.0002 max mem: 29860 [01:17:28.401030] Epoch: [173] [2820/2904] eta: 0:01:03 lr: 0.002221 loss: 0.1850 (0.1969) loss_rec_all: 0.2109 (0.2227) loss_rec_sfr: 0.2812 (0.2916) loss_cl: -0.2778 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [01:17:43.367002] Epoch: [173] [2840/2904] eta: 0:00:48 lr: 0.002221 loss: 0.1872 (0.1969) loss_rec_all: 0.2129 (0.2227) loss_rec_sfr: 0.2644 (0.2915) loss_cl: -0.2793 (-0.2788) time: 0.7483 data: 0.0023 max mem: 29860 [01:17:58.280199] Epoch: [173] [2860/2904] eta: 0:00:33 lr: 0.002221 loss: 0.1855 (0.1968) loss_rec_all: 0.2117 (0.2227) loss_rec_sfr: 0.2736 (0.2914) loss_cl: -0.2796 (-0.2788) time: 0.7456 data: 0.0001 max mem: 29860 [01:18:13.197059] Epoch: [173] [2880/2904] eta: 0:00:18 lr: 0.002221 loss: 0.1884 (0.1969) loss_rec_all: 0.2145 (0.2227) loss_rec_sfr: 0.2696 (0.2915) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0001 max mem: 29860 [01:18:28.109910] Epoch: [173] [2900/2904] eta: 0:00:03 lr: 0.002221 loss: 0.1933 (0.1969) loss_rec_all: 0.2191 (0.2228) loss_rec_sfr: 0.2891 (0.2918) loss_cl: -0.2781 (-0.2788) time: 0.7456 data: 0.0001 max mem: 29860 [01:18:30.358911] Epoch: [173] [2903/2904] eta: 0:00:00 lr: 0.002221 loss: 0.1929 (0.1969) loss_rec_all: 0.2189 (0.2228) loss_rec_sfr: 0.2891 (0.2917) loss_cl: -0.2781 (-0.2788) time: 0.7458 data: 0.0001 max mem: 29860 [01:18:32.605293] Epoch: [173] Total time: 0:36:28 (0.7536 s / it) [01:18:32.624720] Averaged stats: lr: 0.002221 loss: 0.1929 (0.1992) loss_rec_all: 0.2189 (0.2228) loss_rec_sfr: 0.2891 (0.2909) loss_cl: -0.2781 (-0.2555) [01:18:32.629852] log_dir: ./checkpoint/VF2_ViT-B [01:18:48.670925] Epoch: [174] [ 0/2904] eta: 12:56:17 lr: 0.002221 loss: 0.1895 (0.1895) loss_rec_all: 0.2157 (0.2157) loss_rec_sfr: 0.2351 (0.2351) loss_cl: -0.2783 (-0.2783) time: 16.0390 data: 13.4906 max mem: 29860 [01:19:05.848343] Epoch: [174] [ 20/2904] eta: 1:16:01 lr: 0.002221 loss: 0.1858 (0.1985) loss_rec_all: 0.2116 (0.2243) loss_rec_sfr: 0.2817 (0.2957) loss_cl: -0.2788 (-0.2787) time: 0.8588 data: 0.1145 max mem: 29860 [01:19:20.742944] Epoch: [174] [ 40/2904] eta: 0:56:00 lr: 0.002221 loss: 0.1841 (0.1954) loss_rec_all: 0.2101 (0.2213) loss_rec_sfr: 0.2709 (0.2859) loss_cl: -0.2789 (-0.2787) time: 0.7447 data: 0.0002 max mem: 29860 [01:19:35.662532] Epoch: [174] [ 60/2904] eta: 0:48:58 lr: 0.002221 loss: 0.1870 (0.1948) loss_rec_all: 0.2131 (0.2208) loss_rec_sfr: 0.2693 (0.2813) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [01:19:50.584344] Epoch: [174] [ 80/2904] eta: 0:45:17 lr: 0.002220 loss: 0.1879 (0.1957) loss_rec_all: 0.2138 (0.2215) loss_rec_sfr: 0.2844 (0.2859) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [01:20:05.502930] Epoch: [174] [ 100/2904] eta: 0:42:58 lr: 0.002220 loss: 0.1907 (0.1976) loss_rec_all: 0.2167 (0.2235) loss_rec_sfr: 0.2694 (0.2897) loss_cl: -0.2781 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [01:20:20.439475] Epoch: [174] [ 120/2904] eta: 0:41:20 lr: 0.002220 loss: 0.1849 (0.1978) loss_rec_all: 0.2107 (0.2236) loss_rec_sfr: 0.2650 (0.2902) loss_cl: -0.2785 (-0.2786) time: 0.7468 data: 0.0004 max mem: 29860 [01:20:35.364258] Epoch: [174] [ 140/2904] eta: 0:40:05 lr: 0.002220 loss: 0.1910 (0.1983) loss_rec_all: 0.2169 (0.2241) loss_rec_sfr: 0.2760 (0.2920) loss_cl: -0.2789 (-0.2787) time: 0.7462 data: 0.0003 max mem: 29860 [01:20:50.286780] Epoch: [174] [ 160/2904] eta: 0:39:05 lr: 0.002220 loss: 0.1880 (0.1979) loss_rec_all: 0.2140 (0.2237) loss_rec_sfr: 0.2727 (0.2910) loss_cl: -0.2799 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [01:21:05.223541] Epoch: [174] [ 180/2904] eta: 0:38:16 lr: 0.002220 loss: 0.1841 (0.1976) loss_rec_all: 0.2100 (0.2234) loss_rec_sfr: 0.2714 (0.2910) loss_cl: -0.2795 (-0.2789) time: 0.7468 data: 0.0003 max mem: 29860 [01:21:20.137966] Epoch: [174] [ 200/2904] eta: 0:37:33 lr: 0.002220 loss: 0.1879 (0.1976) loss_rec_all: 0.2138 (0.2235) loss_rec_sfr: 0.2824 (0.2917) loss_cl: -0.2788 (-0.2789) time: 0.7457 data: 0.0003 max mem: 29860 [01:21:35.058771] Epoch: [174] [ 220/2904] eta: 0:36:55 lr: 0.002220 loss: 0.1868 (0.1978) loss_rec_all: 0.2124 (0.2237) loss_rec_sfr: 0.2743 (0.2925) loss_cl: -0.2782 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [01:21:49.977000] Epoch: [174] [ 240/2904] eta: 0:36:21 lr: 0.002220 loss: 0.1834 (0.1977) loss_rec_all: 0.2094 (0.2235) loss_rec_sfr: 0.2404 (0.2919) loss_cl: -0.2776 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [01:22:04.901920] Epoch: [174] [ 260/2904] eta: 0:35:50 lr: 0.002220 loss: 0.1875 (0.1982) loss_rec_all: 0.2140 (0.2240) loss_rec_sfr: 0.2720 (0.2940) loss_cl: -0.2788 (-0.2787) time: 0.7462 data: 0.0003 max mem: 29860 [01:22:19.828945] Epoch: [174] [ 280/2904] eta: 0:35:21 lr: 0.002220 loss: 0.1879 (0.1981) loss_rec_all: 0.2140 (0.2239) loss_rec_sfr: 0.2667 (0.2932) loss_cl: -0.2793 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [01:22:34.748660] Epoch: [174] [ 300/2904] eta: 0:34:54 lr: 0.002220 loss: 0.1826 (0.1978) loss_rec_all: 0.2089 (0.2236) loss_rec_sfr: 0.2356 (0.2920) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [01:22:49.686553] Epoch: [174] [ 320/2904] eta: 0:34:29 lr: 0.002220 loss: 0.1840 (0.1974) loss_rec_all: 0.2101 (0.2232) loss_rec_sfr: 0.2670 (0.2908) loss_cl: -0.2792 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [01:23:04.613001] Epoch: [174] [ 340/2904] eta: 0:34:04 lr: 0.002220 loss: 0.1897 (0.1974) loss_rec_all: 0.2154 (0.2232) loss_rec_sfr: 0.2702 (0.2908) loss_cl: -0.2784 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [01:23:19.544322] Epoch: [174] [ 360/2904] eta: 0:33:41 lr: 0.002220 loss: 0.1870 (0.1972) loss_rec_all: 0.2130 (0.2230) loss_rec_sfr: 0.2735 (0.2900) loss_cl: -0.2785 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [01:23:34.470422] Epoch: [174] [ 380/2904] eta: 0:33:19 lr: 0.002220 loss: 0.1833 (0.1968) loss_rec_all: 0.2094 (0.2226) loss_rec_sfr: 0.2606 (0.2885) loss_cl: -0.2793 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [01:23:49.415137] Epoch: [174] [ 400/2904] eta: 0:32:57 lr: 0.002220 loss: 0.1862 (0.1970) loss_rec_all: 0.2124 (0.2228) loss_rec_sfr: 0.2842 (0.2899) loss_cl: -0.2793 (-0.2788) time: 0.7472 data: 0.0002 max mem: 29860 [01:24:04.349003] Epoch: [174] [ 420/2904] eta: 0:32:37 lr: 0.002220 loss: 0.1847 (0.1971) loss_rec_all: 0.2111 (0.2230) loss_rec_sfr: 0.2378 (0.2899) loss_cl: -0.2787 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [01:24:19.275566] Epoch: [174] [ 440/2904] eta: 0:32:16 lr: 0.002220 loss: 0.1857 (0.1970) loss_rec_all: 0.2116 (0.2228) loss_rec_sfr: 0.2742 (0.2899) loss_cl: -0.2788 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [01:24:34.203831] Epoch: [174] [ 460/2904] eta: 0:31:56 lr: 0.002220 loss: 0.1853 (0.1969) loss_rec_all: 0.2113 (0.2227) loss_rec_sfr: 0.2670 (0.2896) loss_cl: -0.2793 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [01:24:49.135015] Epoch: [174] [ 480/2904] eta: 0:31:37 lr: 0.002220 loss: 0.1882 (0.1969) loss_rec_all: 0.2145 (0.2227) loss_rec_sfr: 0.2749 (0.2899) loss_cl: -0.2791 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [01:25:04.064249] Epoch: [174] [ 500/2904] eta: 0:31:18 lr: 0.002220 loss: 0.1834 (0.1969) loss_rec_all: 0.2097 (0.2228) loss_rec_sfr: 0.2775 (0.2903) loss_cl: -0.2784 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [01:25:18.994201] Epoch: [174] [ 520/2904] eta: 0:30:59 lr: 0.002220 loss: 0.1847 (0.1968) loss_rec_all: 0.2107 (0.2227) loss_rec_sfr: 0.2725 (0.2898) loss_cl: -0.2791 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [01:25:33.928394] Epoch: [174] [ 540/2904] eta: 0:30:40 lr: 0.002220 loss: 0.1874 (0.1966) loss_rec_all: 0.2132 (0.2224) loss_rec_sfr: 0.2763 (0.2895) loss_cl: -0.2780 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [01:25:48.854631] Epoch: [174] [ 560/2904] eta: 0:30:22 lr: 0.002220 loss: 0.1863 (0.1969) loss_rec_all: 0.2122 (0.2227) loss_rec_sfr: 0.2793 (0.2907) loss_cl: -0.2789 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [01:26:03.781675] Epoch: [174] [ 580/2904] eta: 0:30:04 lr: 0.002220 loss: 0.1852 (0.1969) loss_rec_all: 0.2115 (0.2228) loss_rec_sfr: 0.2811 (0.2911) loss_cl: -0.2785 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [01:26:18.702549] Epoch: [174] [ 600/2904] eta: 0:29:46 lr: 0.002220 loss: 0.1815 (0.1968) loss_rec_all: 0.2074 (0.2227) loss_rec_sfr: 0.2664 (0.2909) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [01:26:33.631656] Epoch: [174] [ 620/2904] eta: 0:29:28 lr: 0.002220 loss: 0.1850 (0.1968) loss_rec_all: 0.2108 (0.2227) loss_rec_sfr: 0.2762 (0.2910) loss_cl: -0.2787 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [01:26:48.551394] Epoch: [174] [ 640/2904] eta: 0:29:11 lr: 0.002220 loss: 0.1875 (0.1970) loss_rec_all: 0.2135 (0.2228) loss_rec_sfr: 0.2757 (0.2918) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [01:27:03.486997] Epoch: [174] [ 660/2904] eta: 0:28:54 lr: 0.002220 loss: 0.1855 (0.1970) loss_rec_all: 0.2114 (0.2228) loss_rec_sfr: 0.2724 (0.2920) loss_cl: -0.2774 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [01:27:18.414385] Epoch: [174] [ 680/2904] eta: 0:28:36 lr: 0.002220 loss: 0.1848 (0.1971) loss_rec_all: 0.2113 (0.2230) loss_rec_sfr: 0.2616 (0.2925) loss_cl: -0.2793 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [01:27:33.342754] Epoch: [174] [ 700/2904] eta: 0:28:19 lr: 0.002220 loss: 0.1857 (0.1972) loss_rec_all: 0.2114 (0.2230) loss_rec_sfr: 0.2660 (0.2925) loss_cl: -0.2782 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [01:27:48.279241] Epoch: [174] [ 720/2904] eta: 0:28:03 lr: 0.002220 loss: 0.1911 (0.1975) loss_rec_all: 0.2171 (0.2233) loss_rec_sfr: 0.2881 (0.2935) loss_cl: -0.2776 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [01:28:03.203387] Epoch: [174] [ 740/2904] eta: 0:27:46 lr: 0.002220 loss: 0.1849 (0.1973) loss_rec_all: 0.2110 (0.2231) loss_rec_sfr: 0.2420 (0.2928) loss_cl: -0.2776 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [01:28:18.130609] Epoch: [174] [ 760/2904] eta: 0:27:29 lr: 0.002220 loss: 0.1858 (0.1973) loss_rec_all: 0.2117 (0.2231) loss_rec_sfr: 0.2723 (0.2927) loss_cl: -0.2793 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [01:28:33.072515] Epoch: [174] [ 780/2904] eta: 0:27:12 lr: 0.002220 loss: 0.1878 (0.1975) loss_rec_all: 0.2136 (0.2233) loss_rec_sfr: 0.2767 (0.2933) loss_cl: -0.2783 (-0.2788) time: 0.7471 data: 0.0002 max mem: 29860 [01:28:48.000529] Epoch: [174] [ 800/2904] eta: 0:26:56 lr: 0.002220 loss: 0.1858 (0.1976) loss_rec_all: 0.2119 (0.2234) loss_rec_sfr: 0.2831 (0.2935) loss_cl: -0.2785 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [01:29:02.922911] Epoch: [174] [ 820/2904] eta: 0:26:39 lr: 0.002220 loss: 0.1858 (0.1976) loss_rec_all: 0.2116 (0.2235) loss_rec_sfr: 0.2857 (0.2939) loss_cl: -0.2783 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [01:29:17.844290] Epoch: [174] [ 840/2904] eta: 0:26:23 lr: 0.002220 loss: 0.1864 (0.1977) loss_rec_all: 0.2126 (0.2235) loss_rec_sfr: 0.2748 (0.2940) loss_cl: -0.2770 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [01:29:32.760381] Epoch: [174] [ 860/2904] eta: 0:26:07 lr: 0.002220 loss: 0.1849 (0.1978) loss_rec_all: 0.2106 (0.2236) loss_rec_sfr: 0.2789 (0.2945) loss_cl: -0.2793 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [01:29:47.673631] Epoch: [174] [ 880/2904] eta: 0:25:50 lr: 0.002220 loss: 0.1872 (0.1977) loss_rec_all: 0.2132 (0.2235) loss_rec_sfr: 0.2540 (0.2942) loss_cl: -0.2793 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [01:30:02.595729] Epoch: [174] [ 900/2904] eta: 0:25:34 lr: 0.002220 loss: 0.1882 (0.1978) loss_rec_all: 0.2145 (0.2236) loss_rec_sfr: 0.2841 (0.2948) loss_cl: -0.2789 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [01:30:17.519518] Epoch: [174] [ 920/2904] eta: 0:25:18 lr: 0.002220 loss: 0.1900 (0.1979) loss_rec_all: 0.2158 (0.2237) loss_rec_sfr: 0.2824 (0.2953) loss_cl: -0.2770 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [01:30:32.441330] Epoch: [174] [ 940/2904] eta: 0:25:02 lr: 0.002220 loss: 0.1906 (0.1980) loss_rec_all: 0.2163 (0.2238) loss_rec_sfr: 0.2716 (0.2953) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [01:30:47.365194] Epoch: [174] [ 960/2904] eta: 0:24:46 lr: 0.002220 loss: 0.1886 (0.1979) loss_rec_all: 0.2143 (0.2237) loss_rec_sfr: 0.2681 (0.2951) loss_cl: -0.2777 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [01:31:02.437032] Epoch: [174] [ 980/2904] eta: 0:24:30 lr: 0.002220 loss: 0.1889 (0.1978) loss_rec_all: 0.2149 (0.2236) loss_rec_sfr: 0.2619 (0.2944) loss_cl: -0.2779 (-0.2788) time: 0.7535 data: 0.0002 max mem: 29860 [01:31:17.364866] Epoch: [174] [1000/2904] eta: 0:24:14 lr: 0.002220 loss: 0.1992 (0.1979) loss_rec_all: 0.2247 (0.2237) loss_rec_sfr: 0.2771 (0.2946) loss_cl: -0.2785 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [01:31:32.293400] Epoch: [174] [1020/2904] eta: 0:23:58 lr: 0.002220 loss: 0.1871 (0.1979) loss_rec_all: 0.2129 (0.2237) loss_rec_sfr: 0.2739 (0.2945) loss_cl: -0.2785 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [01:31:47.208880] Epoch: [174] [1040/2904] eta: 0:23:42 lr: 0.002220 loss: 0.1835 (0.1977) loss_rec_all: 0.2098 (0.2235) loss_rec_sfr: 0.2401 (0.2938) loss_cl: -0.2794 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [01:32:02.130093] Epoch: [174] [1060/2904] eta: 0:23:26 lr: 0.002220 loss: 0.1873 (0.1978) loss_rec_all: 0.2134 (0.2236) loss_rec_sfr: 0.2845 (0.2943) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [01:32:17.041586] Epoch: [174] [1080/2904] eta: 0:23:10 lr: 0.002220 loss: 0.1853 (0.1978) loss_rec_all: 0.2118 (0.2236) loss_rec_sfr: 0.2681 (0.2943) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [01:32:31.961335] Epoch: [174] [1100/2904] eta: 0:22:55 lr: 0.002220 loss: 0.1856 (0.1979) loss_rec_all: 0.2119 (0.2237) loss_rec_sfr: 0.2648 (0.2946) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [01:32:46.884097] Epoch: [174] [1120/2904] eta: 0:22:39 lr: 0.002220 loss: 0.1848 (0.1978) loss_rec_all: 0.2110 (0.2236) loss_rec_sfr: 0.2704 (0.2942) loss_cl: -0.2781 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [01:33:01.806508] Epoch: [174] [1140/2904] eta: 0:22:23 lr: 0.002220 loss: 0.1887 (0.1978) loss_rec_all: 0.2148 (0.2237) loss_rec_sfr: 0.2680 (0.2943) loss_cl: -0.2787 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [01:33:16.721394] Epoch: [174] [1160/2904] eta: 0:22:07 lr: 0.002220 loss: 0.1838 (0.1977) loss_rec_all: 0.2096 (0.2235) loss_rec_sfr: 0.2818 (0.2940) loss_cl: -0.2784 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [01:33:31.643394] Epoch: [174] [1180/2904] eta: 0:21:52 lr: 0.002220 loss: 0.1887 (0.1977) loss_rec_all: 0.2145 (0.2235) loss_rec_sfr: 0.2855 (0.2943) loss_cl: -0.2793 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [01:33:46.566426] Epoch: [174] [1200/2904] eta: 0:21:36 lr: 0.002219 loss: 0.1866 (0.1978) loss_rec_all: 0.2126 (0.2236) loss_rec_sfr: 0.2775 (0.2946) loss_cl: -0.2799 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [01:34:01.494876] Epoch: [174] [1220/2904] eta: 0:21:21 lr: 0.002219 loss: 0.1873 (0.1978) loss_rec_all: 0.2130 (0.2236) loss_rec_sfr: 0.2758 (0.2945) loss_cl: -0.2785 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [01:34:16.415043] Epoch: [174] [1240/2904] eta: 0:21:05 lr: 0.002219 loss: 0.1864 (0.1977) loss_rec_all: 0.2122 (0.2235) loss_rec_sfr: 0.2799 (0.2943) loss_cl: -0.2777 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [01:34:31.332937] Epoch: [174] [1260/2904] eta: 0:20:49 lr: 0.002219 loss: 0.1847 (0.1975) loss_rec_all: 0.2107 (0.2234) loss_rec_sfr: 0.2699 (0.2939) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [01:34:46.254932] Epoch: [174] [1280/2904] eta: 0:20:34 lr: 0.002219 loss: 0.1901 (0.1975) loss_rec_all: 0.2159 (0.2234) loss_rec_sfr: 0.2734 (0.2939) loss_cl: -0.2792 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [01:35:01.174316] Epoch: [174] [1300/2904] eta: 0:20:18 lr: 0.002219 loss: 0.1864 (0.1976) loss_rec_all: 0.2121 (0.2234) loss_rec_sfr: 0.2686 (0.2940) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [01:35:16.093880] Epoch: [174] [1320/2904] eta: 0:20:03 lr: 0.002219 loss: 0.1875 (0.1975) loss_rec_all: 0.2134 (0.2234) loss_rec_sfr: 0.2621 (0.2938) loss_cl: -0.2782 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [01:35:31.013894] Epoch: [174] [1340/2904] eta: 0:19:47 lr: 0.002219 loss: 0.1896 (0.1975) loss_rec_all: 0.2158 (0.2234) loss_rec_sfr: 0.2413 (0.2936) loss_cl: -0.2792 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [01:35:45.931708] Epoch: [174] [1360/2904] eta: 0:19:32 lr: 0.002219 loss: 0.1884 (0.1975) loss_rec_all: 0.2142 (0.2234) loss_rec_sfr: 0.2822 (0.2936) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [01:36:00.856905] Epoch: [174] [1380/2904] eta: 0:19:16 lr: 0.002219 loss: 0.1878 (0.1975) loss_rec_all: 0.2140 (0.2233) loss_rec_sfr: 0.2780 (0.2935) loss_cl: -0.2790 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [01:36:15.777645] Epoch: [174] [1400/2904] eta: 0:19:01 lr: 0.002219 loss: 0.1852 (0.1975) loss_rec_all: 0.2114 (0.2233) loss_rec_sfr: 0.2696 (0.2935) loss_cl: -0.2793 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [01:36:30.696838] Epoch: [174] [1420/2904] eta: 0:18:45 lr: 0.002219 loss: 0.1846 (0.1976) loss_rec_all: 0.2105 (0.2234) loss_rec_sfr: 0.2746 (0.2939) loss_cl: -0.2795 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [01:36:45.615840] Epoch: [174] [1440/2904] eta: 0:18:30 lr: 0.002219 loss: 0.1881 (0.1976) loss_rec_all: 0.2140 (0.2234) loss_rec_sfr: 0.2679 (0.2940) loss_cl: -0.2780 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [01:37:00.537471] Epoch: [174] [1460/2904] eta: 0:18:14 lr: 0.002219 loss: 0.1838 (0.1975) loss_rec_all: 0.2098 (0.2233) loss_rec_sfr: 0.2744 (0.2937) loss_cl: -0.2782 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [01:37:15.454116] Epoch: [174] [1480/2904] eta: 0:17:59 lr: 0.002219 loss: 0.1853 (0.1974) loss_rec_all: 0.2113 (0.2232) loss_rec_sfr: 0.2808 (0.2937) loss_cl: -0.2783 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [01:37:30.372286] Epoch: [174] [1500/2904] eta: 0:17:44 lr: 0.002219 loss: 0.1894 (0.1974) loss_rec_all: 0.2158 (0.2232) loss_rec_sfr: 0.2669 (0.2937) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [01:37:45.283912] Epoch: [174] [1520/2904] eta: 0:17:28 lr: 0.002219 loss: 0.1877 (0.1974) loss_rec_all: 0.2137 (0.2233) loss_rec_sfr: 0.2594 (0.2937) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [01:38:00.196413] Epoch: [174] [1540/2904] eta: 0:17:13 lr: 0.002219 loss: 0.1859 (0.1974) loss_rec_all: 0.2117 (0.2233) loss_rec_sfr: 0.2768 (0.2938) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [01:38:15.110900] Epoch: [174] [1560/2904] eta: 0:16:58 lr: 0.002219 loss: 0.1864 (0.1974) loss_rec_all: 0.2128 (0.2232) loss_rec_sfr: 0.2811 (0.2937) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [01:38:30.025935] Epoch: [174] [1580/2904] eta: 0:16:42 lr: 0.002219 loss: 0.1876 (0.1974) loss_rec_all: 0.2135 (0.2232) loss_rec_sfr: 0.2641 (0.2937) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [01:38:44.942143] Epoch: [174] [1600/2904] eta: 0:16:27 lr: 0.002219 loss: 0.1849 (0.1974) loss_rec_all: 0.2112 (0.2232) loss_rec_sfr: 0.2664 (0.2936) loss_cl: -0.2794 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [01:38:59.861157] Epoch: [174] [1620/2904] eta: 0:16:12 lr: 0.002219 loss: 0.1914 (0.1975) loss_rec_all: 0.2173 (0.2233) loss_rec_sfr: 0.2836 (0.2939) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [01:39:14.781883] Epoch: [174] [1640/2904] eta: 0:15:56 lr: 0.002219 loss: 0.1887 (0.1975) loss_rec_all: 0.2144 (0.2234) loss_rec_sfr: 0.2650 (0.2940) loss_cl: -0.2782 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [01:39:29.701530] Epoch: [174] [1660/2904] eta: 0:15:41 lr: 0.002219 loss: 0.1912 (0.1976) loss_rec_all: 0.2167 (0.2234) loss_rec_sfr: 0.2712 (0.2940) loss_cl: -0.2778 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [01:39:44.617724] Epoch: [174] [1680/2904] eta: 0:15:26 lr: 0.002219 loss: 0.1876 (0.1976) loss_rec_all: 0.2135 (0.2234) loss_rec_sfr: 0.2872 (0.2942) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [01:39:59.535522] Epoch: [174] [1700/2904] eta: 0:15:10 lr: 0.002219 loss: 0.1847 (0.1974) loss_rec_all: 0.2108 (0.2233) loss_rec_sfr: 0.2753 (0.2939) loss_cl: -0.2795 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [01:40:14.456739] Epoch: [174] [1720/2904] eta: 0:14:55 lr: 0.002219 loss: 0.1851 (0.1974) loss_rec_all: 0.2111 (0.2232) loss_rec_sfr: 0.2876 (0.2940) loss_cl: -0.2792 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [01:40:29.372157] Epoch: [174] [1740/2904] eta: 0:14:40 lr: 0.002219 loss: 0.1896 (0.1975) loss_rec_all: 0.2154 (0.2233) loss_rec_sfr: 0.2824 (0.2941) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [01:40:44.293120] Epoch: [174] [1760/2904] eta: 0:14:25 lr: 0.002219 loss: 0.1873 (0.1974) loss_rec_all: 0.2136 (0.2232) loss_rec_sfr: 0.2767 (0.2940) loss_cl: -0.2791 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [01:40:59.210771] Epoch: [174] [1780/2904] eta: 0:14:09 lr: 0.002219 loss: 0.1868 (0.1974) loss_rec_all: 0.2127 (0.2232) loss_rec_sfr: 0.2790 (0.2941) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [01:41:14.131369] Epoch: [174] [1800/2904] eta: 0:13:54 lr: 0.002219 loss: 0.1866 (0.1974) loss_rec_all: 0.2130 (0.2232) loss_rec_sfr: 0.2847 (0.2941) loss_cl: -0.2792 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [01:41:29.053571] Epoch: [174] [1820/2904] eta: 0:13:39 lr: 0.002219 loss: 0.1917 (0.1975) loss_rec_all: 0.2175 (0.2233) loss_rec_sfr: 0.2759 (0.2943) loss_cl: -0.2781 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [01:41:43.974939] Epoch: [174] [1840/2904] eta: 0:13:24 lr: 0.002219 loss: 0.1858 (0.1974) loss_rec_all: 0.2117 (0.2232) loss_rec_sfr: 0.2864 (0.2943) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [01:41:58.891225] Epoch: [174] [1860/2904] eta: 0:13:08 lr: 0.002219 loss: 0.1919 (0.1975) loss_rec_all: 0.2178 (0.2233) loss_rec_sfr: 0.2720 (0.2944) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [01:42:13.813260] Epoch: [174] [1880/2904] eta: 0:12:53 lr: 0.002219 loss: 0.1900 (0.1975) loss_rec_all: 0.2159 (0.2233) loss_rec_sfr: 0.2773 (0.2946) loss_cl: -0.2800 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [01:42:28.732184] Epoch: [174] [1900/2904] eta: 0:12:38 lr: 0.002219 loss: 0.1848 (0.1975) loss_rec_all: 0.2107 (0.2233) loss_rec_sfr: 0.2727 (0.2945) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [01:42:43.651379] Epoch: [174] [1920/2904] eta: 0:12:23 lr: 0.002219 loss: 0.1895 (0.1975) loss_rec_all: 0.2153 (0.2233) loss_rec_sfr: 0.2748 (0.2944) loss_cl: -0.2783 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [01:42:58.574399] Epoch: [174] [1940/2904] eta: 0:12:08 lr: 0.002219 loss: 0.1892 (0.1974) loss_rec_all: 0.2156 (0.2233) loss_rec_sfr: 0.2721 (0.2942) loss_cl: -0.2790 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [01:43:13.505061] Epoch: [174] [1960/2904] eta: 0:11:52 lr: 0.002219 loss: 0.1868 (0.1974) loss_rec_all: 0.2130 (0.2232) loss_rec_sfr: 0.2486 (0.2939) loss_cl: -0.2783 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [01:43:28.431402] Epoch: [174] [1980/2904] eta: 0:11:37 lr: 0.002219 loss: 0.1936 (0.1974) loss_rec_all: 0.2196 (0.2232) loss_rec_sfr: 0.2686 (0.2939) loss_cl: -0.2788 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [01:43:43.354223] Epoch: [174] [2000/2904] eta: 0:11:22 lr: 0.002219 loss: 0.1863 (0.1973) loss_rec_all: 0.2127 (0.2231) loss_rec_sfr: 0.2669 (0.2936) loss_cl: -0.2787 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [01:43:58.273865] Epoch: [174] [2020/2904] eta: 0:11:07 lr: 0.002219 loss: 0.1880 (0.1973) loss_rec_all: 0.2137 (0.2231) loss_rec_sfr: 0.2634 (0.2934) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [01:44:13.197226] Epoch: [174] [2040/2904] eta: 0:10:52 lr: 0.002219 loss: 0.1835 (0.1972) loss_rec_all: 0.2095 (0.2230) loss_rec_sfr: 0.2677 (0.2931) loss_cl: -0.2793 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [01:44:28.121820] Epoch: [174] [2060/2904] eta: 0:10:36 lr: 0.002219 loss: 0.1889 (0.1974) loss_rec_all: 0.2154 (0.2232) loss_rec_sfr: 0.2854 (0.2936) loss_cl: -0.2779 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [01:44:43.046720] Epoch: [174] [2080/2904] eta: 0:10:21 lr: 0.002219 loss: 0.1982 (0.1975) loss_rec_all: 0.2241 (0.2233) loss_rec_sfr: 0.2686 (0.2940) loss_cl: -0.2784 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [01:44:57.976097] Epoch: [174] [2100/2904] eta: 0:10:06 lr: 0.002219 loss: 0.1859 (0.1975) loss_rec_all: 0.2120 (0.2233) loss_rec_sfr: 0.2737 (0.2939) loss_cl: -0.2781 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [01:45:12.899436] Epoch: [174] [2120/2904] eta: 0:09:51 lr: 0.002219 loss: 0.1870 (0.1974) loss_rec_all: 0.2127 (0.2232) loss_rec_sfr: 0.2691 (0.2936) loss_cl: -0.2787 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [01:45:27.818962] Epoch: [174] [2140/2904] eta: 0:09:36 lr: 0.002219 loss: 0.1848 (0.1974) loss_rec_all: 0.2112 (0.2232) loss_rec_sfr: 0.2744 (0.2935) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [01:45:42.740408] Epoch: [174] [2160/2904] eta: 0:09:21 lr: 0.002219 loss: 0.1847 (0.1973) loss_rec_all: 0.2109 (0.2232) loss_rec_sfr: 0.2693 (0.2935) loss_cl: -0.2791 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [01:45:57.658006] Epoch: [174] [2180/2904] eta: 0:09:06 lr: 0.002219 loss: 0.1899 (0.1974) loss_rec_all: 0.2158 (0.2232) loss_rec_sfr: 0.2816 (0.2936) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [01:46:12.588068] Epoch: [174] [2200/2904] eta: 0:08:50 lr: 0.002219 loss: 0.1925 (0.1974) loss_rec_all: 0.2183 (0.2232) loss_rec_sfr: 0.2764 (0.2935) loss_cl: -0.2798 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [01:46:27.513088] Epoch: [174] [2220/2904] eta: 0:08:35 lr: 0.002219 loss: 0.1907 (0.1974) loss_rec_all: 0.2172 (0.2232) loss_rec_sfr: 0.2709 (0.2936) loss_cl: -0.2787 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [01:46:42.434331] Epoch: [174] [2240/2904] eta: 0:08:20 lr: 0.002219 loss: 0.1857 (0.1974) loss_rec_all: 0.2120 (0.2232) loss_rec_sfr: 0.2641 (0.2934) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [01:46:57.355105] Epoch: [174] [2260/2904] eta: 0:08:05 lr: 0.002219 loss: 0.1857 (0.1973) loss_rec_all: 0.2119 (0.2232) loss_rec_sfr: 0.2686 (0.2932) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [01:47:12.276577] Epoch: [174] [2280/2904] eta: 0:07:50 lr: 0.002219 loss: 0.1839 (0.1973) loss_rec_all: 0.2099 (0.2231) loss_rec_sfr: 0.2656 (0.2931) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [01:47:27.197863] Epoch: [174] [2300/2904] eta: 0:07:35 lr: 0.002218 loss: 0.1827 (0.1972) loss_rec_all: 0.2086 (0.2230) loss_rec_sfr: 0.2694 (0.2928) loss_cl: -0.2794 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [01:47:42.118912] Epoch: [174] [2320/2904] eta: 0:07:20 lr: 0.002218 loss: 0.2029 (0.1973) loss_rec_all: 0.2288 (0.2232) loss_rec_sfr: 0.2741 (0.2931) loss_cl: -0.2782 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [01:47:57.045546] Epoch: [174] [2340/2904] eta: 0:07:05 lr: 0.002218 loss: 0.1876 (0.1973) loss_rec_all: 0.2134 (0.2232) loss_rec_sfr: 0.2629 (0.2931) loss_cl: -0.2791 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [01:48:11.970334] Epoch: [174] [2360/2904] eta: 0:06:49 lr: 0.002218 loss: 0.1878 (0.1973) loss_rec_all: 0.2136 (0.2231) loss_rec_sfr: 0.2761 (0.2930) loss_cl: -0.2795 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [01:48:26.894903] Epoch: [174] [2380/2904] eta: 0:06:34 lr: 0.002218 loss: 0.1856 (0.1974) loss_rec_all: 0.2115 (0.2232) loss_rec_sfr: 0.2672 (0.2931) loss_cl: -0.2788 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [01:48:41.817180] Epoch: [174] [2400/2904] eta: 0:06:19 lr: 0.002218 loss: 0.1841 (0.1973) loss_rec_all: 0.2104 (0.2232) loss_rec_sfr: 0.2717 (0.2931) loss_cl: -0.2779 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [01:48:56.741733] Epoch: [174] [2420/2904] eta: 0:06:04 lr: 0.002218 loss: 0.1826 (0.1973) loss_rec_all: 0.2090 (0.2231) loss_rec_sfr: 0.2661 (0.2928) loss_cl: -0.2786 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [01:49:11.662848] Epoch: [174] [2440/2904] eta: 0:05:49 lr: 0.002218 loss: 0.1885 (0.1973) loss_rec_all: 0.2147 (0.2231) loss_rec_sfr: 0.2842 (0.2929) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [01:49:26.576225] Epoch: [174] [2460/2904] eta: 0:05:34 lr: 0.002218 loss: 0.1902 (0.1974) loss_rec_all: 0.2165 (0.2232) loss_rec_sfr: 0.2816 (0.2932) loss_cl: -0.2784 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [01:49:41.496953] Epoch: [174] [2480/2904] eta: 0:05:19 lr: 0.002218 loss: 0.1881 (0.1974) loss_rec_all: 0.2139 (0.2232) loss_rec_sfr: 0.2739 (0.2932) loss_cl: -0.2781 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [01:49:56.411481] Epoch: [174] [2500/2904] eta: 0:05:04 lr: 0.002218 loss: 0.1859 (0.1974) loss_rec_all: 0.2118 (0.2232) loss_rec_sfr: 0.2672 (0.2933) loss_cl: -0.2794 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [01:50:11.341697] Epoch: [174] [2520/2904] eta: 0:04:49 lr: 0.002218 loss: 0.1847 (0.1973) loss_rec_all: 0.2109 (0.2232) loss_rec_sfr: 0.2643 (0.2931) loss_cl: -0.2795 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [01:50:26.270950] Epoch: [174] [2540/2904] eta: 0:04:34 lr: 0.002218 loss: 0.1885 (0.1974) loss_rec_all: 0.2141 (0.2233) loss_rec_sfr: 0.2918 (0.2934) loss_cl: -0.2783 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [01:50:41.212122] Epoch: [174] [2560/2904] eta: 0:04:19 lr: 0.002218 loss: 0.1823 (0.1974) loss_rec_all: 0.2087 (0.2232) loss_rec_sfr: 0.2309 (0.2931) loss_cl: -0.2781 (-0.2788) time: 0.7470 data: 0.0002 max mem: 29860 [01:50:56.147286] Epoch: [174] [2580/2904] eta: 0:04:03 lr: 0.002218 loss: 0.1825 (0.1973) loss_rec_all: 0.2090 (0.2231) loss_rec_sfr: 0.2660 (0.2930) loss_cl: -0.2786 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [01:51:11.077951] Epoch: [174] [2600/2904] eta: 0:03:48 lr: 0.002218 loss: 0.1849 (0.1973) loss_rec_all: 0.2113 (0.2232) loss_rec_sfr: 0.2791 (0.2931) loss_cl: -0.2778 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [01:51:26.008012] Epoch: [174] [2620/2904] eta: 0:03:33 lr: 0.002218 loss: 0.1852 (0.1973) loss_rec_all: 0.2112 (0.2231) loss_rec_sfr: 0.2797 (0.2930) loss_cl: -0.2786 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [01:51:40.932348] Epoch: [174] [2640/2904] eta: 0:03:18 lr: 0.002218 loss: 0.1866 (0.1973) loss_rec_all: 0.2125 (0.2231) loss_rec_sfr: 0.2732 (0.2931) loss_cl: -0.2791 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [01:51:55.852848] Epoch: [174] [2660/2904] eta: 0:03:03 lr: 0.002218 loss: 0.1875 (0.1973) loss_rec_all: 0.2132 (0.2232) loss_rec_sfr: 0.2871 (0.2932) loss_cl: -0.2793 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [01:52:10.766063] Epoch: [174] [2680/2904] eta: 0:02:48 lr: 0.002218 loss: 0.1885 (0.1973) loss_rec_all: 0.2145 (0.2232) loss_rec_sfr: 0.2737 (0.2932) loss_cl: -0.2799 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [01:52:25.680760] Epoch: [174] [2700/2904] eta: 0:02:33 lr: 0.002218 loss: 0.1860 (0.1973) loss_rec_all: 0.2119 (0.2232) loss_rec_sfr: 0.2714 (0.2933) loss_cl: -0.2784 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [01:52:40.596744] Epoch: [174] [2720/2904] eta: 0:02:18 lr: 0.002218 loss: 0.1874 (0.1973) loss_rec_all: 0.2133 (0.2231) loss_rec_sfr: 0.2698 (0.2932) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [01:52:55.513873] Epoch: [174] [2740/2904] eta: 0:02:03 lr: 0.002218 loss: 0.1846 (0.1973) loss_rec_all: 0.2104 (0.2231) loss_rec_sfr: 0.2815 (0.2932) loss_cl: -0.2785 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [01:53:10.433289] Epoch: [174] [2760/2904] eta: 0:01:48 lr: 0.002218 loss: 0.1876 (0.1973) loss_rec_all: 0.2136 (0.2231) loss_rec_sfr: 0.2670 (0.2932) loss_cl: -0.2788 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [01:53:25.350997] Epoch: [174] [2780/2904] eta: 0:01:33 lr: 0.002218 loss: 0.1919 (0.1973) loss_rec_all: 0.2178 (0.2231) loss_rec_sfr: 0.2683 (0.2932) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [01:53:40.269692] Epoch: [174] [2800/2904] eta: 0:01:18 lr: 0.002218 loss: 0.1886 (0.1973) loss_rec_all: 0.2142 (0.2231) loss_rec_sfr: 0.2874 (0.2932) loss_cl: -0.2794 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [01:53:55.190154] Epoch: [174] [2820/2904] eta: 0:01:03 lr: 0.002218 loss: 0.1884 (0.1973) loss_rec_all: 0.2142 (0.2231) loss_rec_sfr: 0.2756 (0.2931) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [01:54:10.143814] Epoch: [174] [2840/2904] eta: 0:00:48 lr: 0.002218 loss: 0.1899 (0.1973) loss_rec_all: 0.2159 (0.2232) loss_rec_sfr: 0.2810 (0.2933) loss_cl: -0.2786 (-0.2788) time: 0.7476 data: 0.0024 max mem: 29860 [01:54:25.050284] Epoch: [174] [2860/2904] eta: 0:00:33 lr: 0.002218 loss: 0.1895 (0.1974) loss_rec_all: 0.2158 (0.2232) loss_rec_sfr: 0.2687 (0.2934) loss_cl: -0.2794 (-0.2788) time: 0.7453 data: 0.0001 max mem: 29860 [01:54:39.958789] Epoch: [174] [2880/2904] eta: 0:00:18 lr: 0.002218 loss: 0.1894 (0.1974) loss_rec_all: 0.2154 (0.2232) loss_rec_sfr: 0.2767 (0.2934) loss_cl: -0.2782 (-0.2787) time: 0.7454 data: 0.0001 max mem: 29860 [01:54:54.871161] Epoch: [174] [2900/2904] eta: 0:00:03 lr: 0.002218 loss: 0.1880 (0.1974) loss_rec_all: 0.2139 (0.2232) loss_rec_sfr: 0.2738 (0.2935) loss_cl: -0.2798 (-0.2788) time: 0.7456 data: 0.0001 max mem: 29860 [01:54:57.113032] Epoch: [174] [2903/2904] eta: 0:00:00 lr: 0.002218 loss: 0.1880 (0.1974) loss_rec_all: 0.2139 (0.2232) loss_rec_sfr: 0.2738 (0.2934) loss_cl: -0.2798 (-0.2788) time: 0.7455 data: 0.0001 max mem: 29860 [01:54:59.334146] Epoch: [174] Total time: 0:36:26 (0.7530 s / it) [01:54:59.336350] Averaged stats: lr: 0.002218 loss: 0.1880 (0.1994) loss_rec_all: 0.2139 (0.2229) loss_rec_sfr: 0.2738 (0.2913) loss_cl: -0.2798 (-0.2555) [01:54:59.341521] log_dir: ./checkpoint/VF2_ViT-B [01:55:17.188814] Epoch: [175] [ 0/2904] eta: 14:23:45 lr: 0.002218 loss: 0.2421 (0.2421) loss_rec_all: 0.2667 (0.2667) loss_rec_sfr: 0.4635 (0.4635) loss_cl: -0.2780 (-0.2780) time: 17.8462 data: 15.1141 max mem: 29860 [01:55:37.006433] Epoch: [175] [ 20/2904] eta: 1:26:12 lr: 0.002218 loss: 0.1891 (0.2002) loss_rec_all: 0.2149 (0.2260) loss_rec_sfr: 0.2693 (0.3054) loss_cl: -0.2790 (-0.2791) time: 0.9908 data: 0.0566 max mem: 29860 [01:55:51.938009] Epoch: [175] [ 40/2904] eta: 1:01:13 lr: 0.002218 loss: 0.1820 (0.2001) loss_rec_all: 0.2082 (0.2259) loss_rec_sfr: 0.2743 (0.3073) loss_cl: -0.2787 (-0.2789) time: 0.7465 data: 0.0003 max mem: 29860 [01:56:06.917156] Epoch: [175] [ 60/2904] eta: 0:52:30 lr: 0.002218 loss: 0.1881 (0.1979) loss_rec_all: 0.2141 (0.2237) loss_rec_sfr: 0.2659 (0.2960) loss_cl: -0.2787 (-0.2788) time: 0.7489 data: 0.0003 max mem: 29860 [01:56:21.892733] Epoch: [175] [ 80/2904] eta: 0:47:57 lr: 0.002218 loss: 0.1874 (0.1965) loss_rec_all: 0.2136 (0.2224) loss_rec_sfr: 0.2568 (0.2893) loss_cl: -0.2784 (-0.2787) time: 0.7487 data: 0.0003 max mem: 29860 [01:56:36.889416] Epoch: [175] [ 100/2904] eta: 0:45:07 lr: 0.002218 loss: 0.1867 (0.1962) loss_rec_all: 0.2127 (0.2221) loss_rec_sfr: 0.2763 (0.2891) loss_cl: -0.2793 (-0.2788) time: 0.7498 data: 0.0004 max mem: 29860 [01:56:51.884839] Epoch: [175] [ 120/2904] eta: 0:43:09 lr: 0.002218 loss: 0.1910 (0.1978) loss_rec_all: 0.2172 (0.2236) loss_rec_sfr: 0.2798 (0.2956) loss_cl: -0.2794 (-0.2789) time: 0.7497 data: 0.0003 max mem: 29860 [01:57:06.857125] Epoch: [175] [ 140/2904] eta: 0:41:39 lr: 0.002218 loss: 0.1899 (0.1985) loss_rec_all: 0.2154 (0.2243) loss_rec_sfr: 0.2784 (0.2968) loss_cl: -0.2777 (-0.2787) time: 0.7486 data: 0.0002 max mem: 29860 [01:57:21.833932] Epoch: [175] [ 160/2904] eta: 0:40:28 lr: 0.002218 loss: 0.1867 (0.1975) loss_rec_all: 0.2127 (0.2233) loss_rec_sfr: 0.2789 (0.2948) loss_cl: -0.2790 (-0.2787) time: 0.7488 data: 0.0002 max mem: 29860 [01:57:36.827084] Epoch: [175] [ 180/2904] eta: 0:39:29 lr: 0.002218 loss: 0.1872 (0.1973) loss_rec_all: 0.2130 (0.2231) loss_rec_sfr: 0.2789 (0.2950) loss_cl: -0.2793 (-0.2788) time: 0.7496 data: 0.0002 max mem: 29860 [01:57:51.822457] Epoch: [175] [ 200/2904] eta: 0:38:40 lr: 0.002218 loss: 0.1833 (0.1972) loss_rec_all: 0.2094 (0.2231) loss_rec_sfr: 0.2802 (0.2947) loss_cl: -0.2793 (-0.2788) time: 0.7497 data: 0.0002 max mem: 29860 [01:58:06.817004] Epoch: [175] [ 220/2904] eta: 0:37:56 lr: 0.002218 loss: 0.1922 (0.1982) loss_rec_all: 0.2182 (0.2240) loss_rec_sfr: 0.2685 (0.2969) loss_cl: -0.2783 (-0.2788) time: 0.7497 data: 0.0002 max mem: 29860 [01:58:21.806948] Epoch: [175] [ 240/2904] eta: 0:37:17 lr: 0.002218 loss: 0.1826 (0.1974) loss_rec_all: 0.2085 (0.2232) loss_rec_sfr: 0.2748 (0.2949) loss_cl: -0.2787 (-0.2787) time: 0.7494 data: 0.0002 max mem: 29860 [01:58:36.809461] Epoch: [175] [ 260/2904] eta: 0:36:42 lr: 0.002218 loss: 0.1882 (0.1974) loss_rec_all: 0.2143 (0.2232) loss_rec_sfr: 0.2673 (0.2944) loss_cl: -0.2787 (-0.2787) time: 0.7501 data: 0.0002 max mem: 29860 [01:58:51.805937] Epoch: [175] [ 280/2904] eta: 0:36:10 lr: 0.002218 loss: 0.1830 (0.1973) loss_rec_all: 0.2090 (0.2231) loss_rec_sfr: 0.2724 (0.2945) loss_cl: -0.2787 (-0.2787) time: 0.7498 data: 0.0003 max mem: 29860 [01:59:06.963351] Epoch: [175] [ 300/2904] eta: 0:35:42 lr: 0.002218 loss: 0.1861 (0.1971) loss_rec_all: 0.2119 (0.2230) loss_rec_sfr: 0.2655 (0.2940) loss_cl: -0.2796 (-0.2788) time: 0.7578 data: 0.0003 max mem: 29860 [01:59:21.949303] Epoch: [175] [ 320/2904] eta: 0:35:13 lr: 0.002218 loss: 0.1866 (0.1968) loss_rec_all: 0.2125 (0.2226) loss_rec_sfr: 0.2470 (0.2924) loss_cl: -0.2795 (-0.2788) time: 0.7492 data: 0.0003 max mem: 29860 [01:59:36.919403] Epoch: [175] [ 340/2904] eta: 0:34:46 lr: 0.002218 loss: 0.1897 (0.1972) loss_rec_all: 0.2158 (0.2230) loss_rec_sfr: 0.2755 (0.2933) loss_cl: -0.2777 (-0.2787) time: 0.7485 data: 0.0002 max mem: 29860 [01:59:51.857268] Epoch: [175] [ 360/2904] eta: 0:34:21 lr: 0.002218 loss: 0.1821 (0.1964) loss_rec_all: 0.2080 (0.2222) loss_rec_sfr: 0.2408 (0.2908) loss_cl: -0.2789 (-0.2787) time: 0.7468 data: 0.0002 max mem: 29860 [02:00:06.784244] Epoch: [175] [ 380/2904] eta: 0:33:56 lr: 0.002218 loss: 0.1893 (0.1963) loss_rec_all: 0.2153 (0.2221) loss_rec_sfr: 0.2654 (0.2901) loss_cl: -0.2795 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [02:00:21.727209] Epoch: [175] [ 400/2904] eta: 0:33:32 lr: 0.002218 loss: 0.1870 (0.1961) loss_rec_all: 0.2132 (0.2220) loss_rec_sfr: 0.2625 (0.2893) loss_cl: -0.2805 (-0.2788) time: 0.7471 data: 0.0002 max mem: 29860 [02:00:36.644733] Epoch: [175] [ 420/2904] eta: 0:33:10 lr: 0.002218 loss: 0.1886 (0.1962) loss_rec_all: 0.2144 (0.2221) loss_rec_sfr: 0.2557 (0.2889) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [02:00:51.570568] Epoch: [175] [ 440/2904] eta: 0:32:47 lr: 0.002218 loss: 0.1904 (0.1964) loss_rec_all: 0.2163 (0.2222) loss_rec_sfr: 0.2704 (0.2889) loss_cl: -0.2778 (-0.2788) time: 0.7462 data: 0.0004 max mem: 29860 [02:01:06.466645] Epoch: [175] [ 460/2904] eta: 0:32:26 lr: 0.002218 loss: 0.1855 (0.1967) loss_rec_all: 0.2114 (0.2225) loss_rec_sfr: 0.2790 (0.2898) loss_cl: -0.2777 (-0.2787) time: 0.7447 data: 0.0003 max mem: 29860 [02:01:21.361166] Epoch: [175] [ 480/2904] eta: 0:32:05 lr: 0.002218 loss: 0.1859 (0.1966) loss_rec_all: 0.2119 (0.2224) loss_rec_sfr: 0.2698 (0.2897) loss_cl: -0.2801 (-0.2788) time: 0.7447 data: 0.0003 max mem: 29860 [02:01:36.254520] Epoch: [175] [ 500/2904] eta: 0:31:44 lr: 0.002217 loss: 0.1892 (0.1965) loss_rec_all: 0.2153 (0.2223) loss_rec_sfr: 0.2720 (0.2893) loss_cl: -0.2786 (-0.2788) time: 0.7446 data: 0.0004 max mem: 29860 [02:01:51.152845] Epoch: [175] [ 520/2904] eta: 0:31:24 lr: 0.002217 loss: 0.1860 (0.1967) loss_rec_all: 0.2116 (0.2226) loss_rec_sfr: 0.2921 (0.2903) loss_cl: -0.2778 (-0.2787) time: 0.7449 data: 0.0003 max mem: 29860 [02:02:06.047179] Epoch: [175] [ 540/2904] eta: 0:31:04 lr: 0.002217 loss: 0.1861 (0.1967) loss_rec_all: 0.2123 (0.2225) loss_rec_sfr: 0.2647 (0.2902) loss_cl: -0.2794 (-0.2788) time: 0.7447 data: 0.0003 max mem: 29860 [02:02:20.939687] Epoch: [175] [ 560/2904] eta: 0:30:44 lr: 0.002217 loss: 0.1837 (0.1966) loss_rec_all: 0.2100 (0.2224) loss_rec_sfr: 0.2690 (0.2900) loss_cl: -0.2798 (-0.2788) time: 0.7446 data: 0.0003 max mem: 29860 [02:02:35.834040] Epoch: [175] [ 580/2904] eta: 0:30:25 lr: 0.002217 loss: 0.1918 (0.1967) loss_rec_all: 0.2180 (0.2225) loss_rec_sfr: 0.2664 (0.2899) loss_cl: -0.2790 (-0.2788) time: 0.7447 data: 0.0003 max mem: 29860 [02:02:50.735539] Epoch: [175] [ 600/2904] eta: 0:30:07 lr: 0.002217 loss: 0.1848 (0.1965) loss_rec_all: 0.2105 (0.2224) loss_rec_sfr: 0.2746 (0.2896) loss_cl: -0.2778 (-0.2788) time: 0.7450 data: 0.0003 max mem: 29860 [02:03:05.638090] Epoch: [175] [ 620/2904] eta: 0:29:48 lr: 0.002217 loss: 0.1849 (0.1966) loss_rec_all: 0.2112 (0.2225) loss_rec_sfr: 0.2824 (0.2901) loss_cl: -0.2777 (-0.2787) time: 0.7451 data: 0.0003 max mem: 29860 [02:03:20.535199] Epoch: [175] [ 640/2904] eta: 0:29:30 lr: 0.002217 loss: 0.1860 (0.1967) loss_rec_all: 0.2124 (0.2225) loss_rec_sfr: 0.2644 (0.2902) loss_cl: -0.2793 (-0.2788) time: 0.7448 data: 0.0003 max mem: 29860 [02:03:35.437861] Epoch: [175] [ 660/2904] eta: 0:29:11 lr: 0.002217 loss: 0.1833 (0.1966) loss_rec_all: 0.2098 (0.2225) loss_rec_sfr: 0.2676 (0.2898) loss_cl: -0.2790 (-0.2788) time: 0.7451 data: 0.0003 max mem: 29860 [02:03:50.338295] Epoch: [175] [ 680/2904] eta: 0:28:54 lr: 0.002217 loss: 0.1859 (0.1966) loss_rec_all: 0.2122 (0.2225) loss_rec_sfr: 0.2825 (0.2903) loss_cl: -0.2786 (-0.2788) time: 0.7450 data: 0.0003 max mem: 29860 [02:04:05.243770] Epoch: [175] [ 700/2904] eta: 0:28:36 lr: 0.002217 loss: 0.1890 (0.1966) loss_rec_all: 0.2150 (0.2225) loss_rec_sfr: 0.2657 (0.2900) loss_cl: -0.2793 (-0.2788) time: 0.7452 data: 0.0003 max mem: 29860 [02:04:20.144117] Epoch: [175] [ 720/2904] eta: 0:28:18 lr: 0.002217 loss: 0.1843 (0.1966) loss_rec_all: 0.2105 (0.2224) loss_rec_sfr: 0.2686 (0.2900) loss_cl: -0.2797 (-0.2788) time: 0.7450 data: 0.0003 max mem: 29860 [02:04:35.038714] Epoch: [175] [ 740/2904] eta: 0:28:01 lr: 0.002217 loss: 0.1870 (0.1966) loss_rec_all: 0.2129 (0.2224) loss_rec_sfr: 0.2770 (0.2900) loss_cl: -0.2789 (-0.2788) time: 0.7447 data: 0.0003 max mem: 29860 [02:04:49.935334] Epoch: [175] [ 760/2904] eta: 0:27:43 lr: 0.002217 loss: 0.1823 (0.1964) loss_rec_all: 0.2081 (0.2222) loss_rec_sfr: 0.2681 (0.2895) loss_cl: -0.2789 (-0.2788) time: 0.7448 data: 0.0003 max mem: 29860 [02:05:04.834938] Epoch: [175] [ 780/2904] eta: 0:27:26 lr: 0.002217 loss: 0.1812 (0.1964) loss_rec_all: 0.2073 (0.2222) loss_rec_sfr: 0.2764 (0.2897) loss_cl: -0.2791 (-0.2788) time: 0.7449 data: 0.0003 max mem: 29860 [02:05:19.729064] Epoch: [175] [ 800/2904] eta: 0:27:09 lr: 0.002217 loss: 0.1875 (0.1964) loss_rec_all: 0.2134 (0.2223) loss_rec_sfr: 0.2757 (0.2899) loss_cl: -0.2789 (-0.2788) time: 0.7447 data: 0.0003 max mem: 29860 [02:05:34.618026] Epoch: [175] [ 820/2904] eta: 0:26:52 lr: 0.002217 loss: 0.1873 (0.1964) loss_rec_all: 0.2131 (0.2223) loss_rec_sfr: 0.2795 (0.2900) loss_cl: -0.2789 (-0.2788) time: 0.7444 data: 0.0003 max mem: 29860 [02:05:49.513877] Epoch: [175] [ 840/2904] eta: 0:26:35 lr: 0.002217 loss: 0.1866 (0.1964) loss_rec_all: 0.2124 (0.2222) loss_rec_sfr: 0.2624 (0.2899) loss_cl: -0.2779 (-0.2788) time: 0.7448 data: 0.0003 max mem: 29860 [02:06:04.409876] Epoch: [175] [ 860/2904] eta: 0:26:18 lr: 0.002217 loss: 0.1900 (0.1966) loss_rec_all: 0.2160 (0.2225) loss_rec_sfr: 0.2818 (0.2907) loss_cl: -0.2781 (-0.2788) time: 0.7448 data: 0.0003 max mem: 29860 [02:06:19.308469] Epoch: [175] [ 880/2904] eta: 0:26:02 lr: 0.002217 loss: 0.1836 (0.1966) loss_rec_all: 0.2097 (0.2224) loss_rec_sfr: 0.2711 (0.2904) loss_cl: -0.2791 (-0.2788) time: 0.7449 data: 0.0003 max mem: 29860 [02:06:34.207005] Epoch: [175] [ 900/2904] eta: 0:25:45 lr: 0.002217 loss: 0.1856 (0.1965) loss_rec_all: 0.2120 (0.2224) loss_rec_sfr: 0.2499 (0.2901) loss_cl: -0.2796 (-0.2788) time: 0.7449 data: 0.0003 max mem: 29860 [02:06:49.106242] Epoch: [175] [ 920/2904] eta: 0:25:28 lr: 0.002217 loss: 0.1865 (0.1966) loss_rec_all: 0.2128 (0.2224) loss_rec_sfr: 0.2398 (0.2899) loss_cl: -0.2789 (-0.2788) time: 0.7449 data: 0.0003 max mem: 29860 [02:07:04.006810] Epoch: [175] [ 940/2904] eta: 0:25:12 lr: 0.002217 loss: 0.1886 (0.1967) loss_rec_all: 0.2147 (0.2225) loss_rec_sfr: 0.2704 (0.2901) loss_cl: -0.2788 (-0.2788) time: 0.7450 data: 0.0003 max mem: 29860 [02:07:18.917264] Epoch: [175] [ 960/2904] eta: 0:24:55 lr: 0.002217 loss: 0.1852 (0.1966) loss_rec_all: 0.2112 (0.2224) loss_rec_sfr: 0.2757 (0.2900) loss_cl: -0.2793 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [02:07:33.815238] Epoch: [175] [ 980/2904] eta: 0:24:39 lr: 0.002217 loss: 0.1902 (0.1968) loss_rec_all: 0.2160 (0.2226) loss_rec_sfr: 0.2859 (0.2908) loss_cl: -0.2782 (-0.2788) time: 0.7449 data: 0.0003 max mem: 29860 [02:07:48.721475] Epoch: [175] [1000/2904] eta: 0:24:23 lr: 0.002217 loss: 0.1831 (0.1966) loss_rec_all: 0.2094 (0.2224) loss_rec_sfr: 0.2404 (0.2901) loss_cl: -0.2780 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [02:08:03.628010] Epoch: [175] [1020/2904] eta: 0:24:07 lr: 0.002217 loss: 0.1873 (0.1966) loss_rec_all: 0.2132 (0.2225) loss_rec_sfr: 0.2807 (0.2904) loss_cl: -0.2786 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [02:08:18.523251] Epoch: [175] [1040/2904] eta: 0:23:50 lr: 0.002217 loss: 0.1849 (0.1968) loss_rec_all: 0.2114 (0.2226) loss_rec_sfr: 0.2774 (0.2910) loss_cl: -0.2791 (-0.2788) time: 0.7447 data: 0.0003 max mem: 29860 [02:08:33.429575] Epoch: [175] [1060/2904] eta: 0:23:34 lr: 0.002217 loss: 0.1849 (0.1968) loss_rec_all: 0.2110 (0.2227) loss_rec_sfr: 0.2635 (0.2911) loss_cl: -0.2785 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [02:08:48.333367] Epoch: [175] [1080/2904] eta: 0:23:18 lr: 0.002217 loss: 0.1927 (0.1969) loss_rec_all: 0.2186 (0.2228) loss_rec_sfr: 0.2722 (0.2914) loss_cl: -0.2785 (-0.2788) time: 0.7452 data: 0.0003 max mem: 29860 [02:09:03.234390] Epoch: [175] [1100/2904] eta: 0:23:02 lr: 0.002217 loss: 0.1851 (0.1969) loss_rec_all: 0.2110 (0.2227) loss_rec_sfr: 0.2797 (0.2912) loss_cl: -0.2787 (-0.2788) time: 0.7450 data: 0.0003 max mem: 29860 [02:09:18.132448] Epoch: [175] [1120/2904] eta: 0:22:46 lr: 0.002217 loss: 0.1860 (0.1969) loss_rec_all: 0.2123 (0.2228) loss_rec_sfr: 0.2702 (0.2914) loss_cl: -0.2783 (-0.2787) time: 0.7449 data: 0.0003 max mem: 29860 [02:09:33.032060] Epoch: [175] [1140/2904] eta: 0:22:30 lr: 0.002217 loss: 0.1853 (0.1968) loss_rec_all: 0.2116 (0.2226) loss_rec_sfr: 0.2388 (0.2906) loss_cl: -0.2791 (-0.2788) time: 0.7449 data: 0.0003 max mem: 29860 [02:09:47.926989] Epoch: [175] [1160/2904] eta: 0:22:14 lr: 0.002217 loss: 0.1863 (0.1968) loss_rec_all: 0.2125 (0.2227) loss_rec_sfr: 0.2793 (0.2910) loss_cl: -0.2791 (-0.2788) time: 0.7447 data: 0.0003 max mem: 29860 [02:10:02.821585] Epoch: [175] [1180/2904] eta: 0:21:58 lr: 0.002217 loss: 0.1878 (0.1968) loss_rec_all: 0.2144 (0.2226) loss_rec_sfr: 0.2402 (0.2905) loss_cl: -0.2798 (-0.2788) time: 0.7447 data: 0.0003 max mem: 29860 [02:10:17.716495] Epoch: [175] [1200/2904] eta: 0:21:42 lr: 0.002217 loss: 0.1881 (0.1968) loss_rec_all: 0.2142 (0.2226) loss_rec_sfr: 0.2755 (0.2905) loss_cl: -0.2782 (-0.2788) time: 0.7447 data: 0.0003 max mem: 29860 [02:10:32.618129] Epoch: [175] [1220/2904] eta: 0:21:27 lr: 0.002217 loss: 0.1842 (0.1967) loss_rec_all: 0.2102 (0.2226) loss_rec_sfr: 0.2781 (0.2906) loss_cl: -0.2786 (-0.2788) time: 0.7450 data: 0.0003 max mem: 29860 [02:10:47.507259] Epoch: [175] [1240/2904] eta: 0:21:11 lr: 0.002217 loss: 0.1874 (0.1968) loss_rec_all: 0.2136 (0.2226) loss_rec_sfr: 0.2736 (0.2907) loss_cl: -0.2794 (-0.2788) time: 0.7444 data: 0.0003 max mem: 29860 [02:11:02.396619] Epoch: [175] [1260/2904] eta: 0:20:55 lr: 0.002217 loss: 0.1846 (0.1967) loss_rec_all: 0.2105 (0.2225) loss_rec_sfr: 0.2648 (0.2903) loss_cl: -0.2798 (-0.2788) time: 0.7444 data: 0.0003 max mem: 29860 [02:11:17.273262] Epoch: [175] [1280/2904] eta: 0:20:39 lr: 0.002217 loss: 0.1830 (0.1965) loss_rec_all: 0.2089 (0.2224) loss_rec_sfr: 0.2699 (0.2900) loss_cl: -0.2788 (-0.2788) time: 0.7438 data: 0.0003 max mem: 29860 [02:11:32.165527] Epoch: [175] [1300/2904] eta: 0:20:23 lr: 0.002217 loss: 0.1838 (0.1965) loss_rec_all: 0.2096 (0.2223) loss_rec_sfr: 0.2758 (0.2899) loss_cl: -0.2781 (-0.2788) time: 0.7446 data: 0.0003 max mem: 29860 [02:11:47.077953] Epoch: [175] [1320/2904] eta: 0:20:08 lr: 0.002217 loss: 0.1871 (0.1965) loss_rec_all: 0.2128 (0.2223) loss_rec_sfr: 0.2562 (0.2898) loss_cl: -0.2784 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [02:12:01.984961] Epoch: [175] [1340/2904] eta: 0:19:52 lr: 0.002217 loss: 0.1854 (0.1964) loss_rec_all: 0.2119 (0.2223) loss_rec_sfr: 0.2552 (0.2894) loss_cl: -0.2802 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [02:12:16.884207] Epoch: [175] [1360/2904] eta: 0:19:36 lr: 0.002217 loss: 0.1852 (0.1964) loss_rec_all: 0.2112 (0.2222) loss_rec_sfr: 0.2756 (0.2894) loss_cl: -0.2809 (-0.2788) time: 0.7449 data: 0.0003 max mem: 29860 [02:12:31.786601] Epoch: [175] [1380/2904] eta: 0:19:21 lr: 0.002217 loss: 0.1877 (0.1964) loss_rec_all: 0.2135 (0.2222) loss_rec_sfr: 0.2620 (0.2893) loss_cl: -0.2787 (-0.2788) time: 0.7451 data: 0.0003 max mem: 29860 [02:12:46.693307] Epoch: [175] [1400/2904] eta: 0:19:05 lr: 0.002217 loss: 0.1843 (0.1963) loss_rec_all: 0.2102 (0.2221) loss_rec_sfr: 0.2670 (0.2890) loss_cl: -0.2787 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [02:13:01.595452] Epoch: [175] [1420/2904] eta: 0:18:50 lr: 0.002217 loss: 0.1888 (0.1964) loss_rec_all: 0.2152 (0.2222) loss_rec_sfr: 0.2814 (0.2894) loss_cl: -0.2786 (-0.2788) time: 0.7451 data: 0.0003 max mem: 29860 [02:13:16.493653] Epoch: [175] [1440/2904] eta: 0:18:34 lr: 0.002217 loss: 0.1871 (0.1964) loss_rec_all: 0.2131 (0.2222) loss_rec_sfr: 0.2795 (0.2895) loss_cl: -0.2793 (-0.2788) time: 0.7449 data: 0.0003 max mem: 29860 [02:13:31.385996] Epoch: [175] [1460/2904] eta: 0:18:19 lr: 0.002217 loss: 0.1881 (0.1964) loss_rec_all: 0.2139 (0.2222) loss_rec_sfr: 0.2761 (0.2897) loss_cl: -0.2782 (-0.2788) time: 0.7446 data: 0.0003 max mem: 29860 [02:13:46.288467] Epoch: [175] [1480/2904] eta: 0:18:03 lr: 0.002217 loss: 0.1879 (0.1964) loss_rec_all: 0.2137 (0.2223) loss_rec_sfr: 0.2645 (0.2897) loss_cl: -0.2780 (-0.2788) time: 0.7451 data: 0.0003 max mem: 29860 [02:14:01.197285] Epoch: [175] [1500/2904] eta: 0:17:48 lr: 0.002217 loss: 0.1849 (0.1965) loss_rec_all: 0.2114 (0.2223) loss_rec_sfr: 0.2738 (0.2898) loss_cl: -0.2803 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [02:14:16.104256] Epoch: [175] [1520/2904] eta: 0:17:32 lr: 0.002217 loss: 0.1846 (0.1965) loss_rec_all: 0.2111 (0.2224) loss_rec_sfr: 0.2700 (0.2900) loss_cl: -0.2792 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [02:14:31.004775] Epoch: [175] [1540/2904] eta: 0:17:17 lr: 0.002217 loss: 0.1860 (0.1964) loss_rec_all: 0.2119 (0.2223) loss_rec_sfr: 0.2703 (0.2898) loss_cl: -0.2781 (-0.2788) time: 0.7450 data: 0.0003 max mem: 29860 [02:14:45.906519] Epoch: [175] [1560/2904] eta: 0:17:01 lr: 0.002217 loss: 0.1853 (0.1965) loss_rec_all: 0.2113 (0.2224) loss_rec_sfr: 0.2729 (0.2901) loss_cl: -0.2787 (-0.2788) time: 0.7451 data: 0.0003 max mem: 29860 [02:15:00.806141] Epoch: [175] [1580/2904] eta: 0:16:46 lr: 0.002217 loss: 0.1925 (0.1966) loss_rec_all: 0.2183 (0.2224) loss_rec_sfr: 0.2759 (0.2903) loss_cl: -0.2789 (-0.2788) time: 0.7449 data: 0.0003 max mem: 29860 [02:15:15.706712] Epoch: [175] [1600/2904] eta: 0:16:30 lr: 0.002216 loss: 0.1859 (0.1965) loss_rec_all: 0.2119 (0.2224) loss_rec_sfr: 0.2674 (0.2902) loss_cl: -0.2787 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [02:15:30.618236] Epoch: [175] [1620/2904] eta: 0:16:15 lr: 0.002216 loss: 0.1877 (0.1965) loss_rec_all: 0.2135 (0.2224) loss_rec_sfr: 0.2671 (0.2902) loss_cl: -0.2785 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [02:15:45.521620] Epoch: [175] [1640/2904] eta: 0:15:59 lr: 0.002216 loss: 0.1861 (0.1965) loss_rec_all: 0.2119 (0.2223) loss_rec_sfr: 0.2767 (0.2902) loss_cl: -0.2792 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [02:16:00.415172] Epoch: [175] [1660/2904] eta: 0:15:44 lr: 0.002216 loss: 0.1880 (0.1965) loss_rec_all: 0.2140 (0.2224) loss_rec_sfr: 0.2856 (0.2905) loss_cl: -0.2794 (-0.2788) time: 0.7446 data: 0.0002 max mem: 29860 [02:16:15.321124] Epoch: [175] [1680/2904] eta: 0:15:29 lr: 0.002216 loss: 0.1947 (0.1967) loss_rec_all: 0.2208 (0.2226) loss_rec_sfr: 0.2747 (0.2910) loss_cl: -0.2794 (-0.2788) time: 0.7452 data: 0.0003 max mem: 29860 [02:16:30.246092] Epoch: [175] [1700/2904] eta: 0:15:13 lr: 0.002216 loss: 0.1904 (0.1968) loss_rec_all: 0.2163 (0.2226) loss_rec_sfr: 0.2635 (0.2910) loss_cl: -0.2790 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [02:16:45.181994] Epoch: [175] [1720/2904] eta: 0:14:58 lr: 0.002216 loss: 0.1856 (0.1967) loss_rec_all: 0.2117 (0.2226) loss_rec_sfr: 0.2664 (0.2909) loss_cl: -0.2784 (-0.2788) time: 0.7467 data: 0.0003 max mem: 29860 [02:17:00.106091] Epoch: [175] [1740/2904] eta: 0:14:42 lr: 0.002216 loss: 0.1886 (0.1968) loss_rec_all: 0.2148 (0.2226) loss_rec_sfr: 0.2881 (0.2911) loss_cl: -0.2783 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [02:17:15.025970] Epoch: [175] [1760/2904] eta: 0:14:27 lr: 0.002216 loss: 0.1890 (0.1968) loss_rec_all: 0.2151 (0.2227) loss_rec_sfr: 0.2669 (0.2913) loss_cl: -0.2794 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [02:17:29.952184] Epoch: [175] [1780/2904] eta: 0:14:12 lr: 0.002216 loss: 0.1846 (0.1968) loss_rec_all: 0.2112 (0.2226) loss_rec_sfr: 0.2759 (0.2912) loss_cl: -0.2792 (-0.2788) time: 0.7463 data: 0.0004 max mem: 29860 [02:17:44.869831] Epoch: [175] [1800/2904] eta: 0:13:57 lr: 0.002216 loss: 0.1875 (0.1969) loss_rec_all: 0.2135 (0.2227) loss_rec_sfr: 0.2777 (0.2914) loss_cl: -0.2797 (-0.2788) time: 0.7458 data: 0.0004 max mem: 29860 [02:17:59.761080] Epoch: [175] [1820/2904] eta: 0:13:41 lr: 0.002216 loss: 0.1878 (0.1969) loss_rec_all: 0.2136 (0.2228) loss_rec_sfr: 0.2829 (0.2916) loss_cl: -0.2792 (-0.2788) time: 0.7445 data: 0.0003 max mem: 29860 [02:18:14.653913] Epoch: [175] [1840/2904] eta: 0:13:26 lr: 0.002216 loss: 0.1851 (0.1969) loss_rec_all: 0.2116 (0.2228) loss_rec_sfr: 0.2627 (0.2915) loss_cl: -0.2776 (-0.2788) time: 0.7446 data: 0.0003 max mem: 29860 [02:18:29.540290] Epoch: [175] [1860/2904] eta: 0:13:11 lr: 0.002216 loss: 0.1811 (0.1969) loss_rec_all: 0.2074 (0.2227) loss_rec_sfr: 0.2371 (0.2913) loss_cl: -0.2780 (-0.2788) time: 0.7443 data: 0.0003 max mem: 29860 [02:18:44.424063] Epoch: [175] [1880/2904] eta: 0:12:55 lr: 0.002216 loss: 0.1872 (0.1969) loss_rec_all: 0.2130 (0.2227) loss_rec_sfr: 0.2771 (0.2913) loss_cl: -0.2790 (-0.2788) time: 0.7442 data: 0.0003 max mem: 29860 [02:18:59.321687] Epoch: [175] [1900/2904] eta: 0:12:40 lr: 0.002216 loss: 0.1898 (0.1969) loss_rec_all: 0.2160 (0.2227) loss_rec_sfr: 0.2798 (0.2914) loss_cl: -0.2794 (-0.2788) time: 0.7448 data: 0.0003 max mem: 29860 [02:19:14.213703] Epoch: [175] [1920/2904] eta: 0:12:25 lr: 0.002216 loss: 0.1828 (0.1968) loss_rec_all: 0.2090 (0.2227) loss_rec_sfr: 0.2582 (0.2912) loss_cl: -0.2795 (-0.2788) time: 0.7446 data: 0.0003 max mem: 29860 [02:19:29.115564] Epoch: [175] [1940/2904] eta: 0:12:09 lr: 0.002216 loss: 0.1870 (0.1968) loss_rec_all: 0.2129 (0.2227) loss_rec_sfr: 0.2797 (0.2913) loss_cl: -0.2783 (-0.2788) time: 0.7451 data: 0.0003 max mem: 29860 [02:19:44.022254] Epoch: [175] [1960/2904] eta: 0:11:54 lr: 0.002216 loss: 0.1846 (0.1968) loss_rec_all: 0.2110 (0.2226) loss_rec_sfr: 0.2345 (0.2910) loss_cl: -0.2788 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [02:19:58.915851] Epoch: [175] [1980/2904] eta: 0:11:39 lr: 0.002216 loss: 0.1874 (0.1968) loss_rec_all: 0.2135 (0.2226) loss_rec_sfr: 0.2710 (0.2910) loss_cl: -0.2795 (-0.2788) time: 0.7446 data: 0.0003 max mem: 29860 [02:20:13.814380] Epoch: [175] [2000/2904] eta: 0:11:24 lr: 0.002216 loss: 0.1843 (0.1967) loss_rec_all: 0.2103 (0.2226) loss_rec_sfr: 0.2382 (0.2907) loss_cl: -0.2798 (-0.2788) time: 0.7449 data: 0.0003 max mem: 29860 [02:20:28.717101] Epoch: [175] [2020/2904] eta: 0:11:08 lr: 0.002216 loss: 0.1840 (0.1966) loss_rec_all: 0.2106 (0.2225) loss_rec_sfr: 0.2615 (0.2904) loss_cl: -0.2794 (-0.2788) time: 0.7451 data: 0.0003 max mem: 29860 [02:20:43.619401] Epoch: [175] [2040/2904] eta: 0:10:53 lr: 0.002216 loss: 0.1821 (0.1966) loss_rec_all: 0.2080 (0.2224) loss_rec_sfr: 0.2382 (0.2902) loss_cl: -0.2790 (-0.2788) time: 0.7451 data: 0.0003 max mem: 29860 [02:20:58.508113] Epoch: [175] [2060/2904] eta: 0:10:38 lr: 0.002216 loss: 0.1855 (0.1966) loss_rec_all: 0.2112 (0.2224) loss_rec_sfr: 0.2726 (0.2902) loss_cl: -0.2793 (-0.2788) time: 0.7444 data: 0.0003 max mem: 29860 [02:21:13.399206] Epoch: [175] [2080/2904] eta: 0:10:23 lr: 0.002216 loss: 0.1871 (0.1967) loss_rec_all: 0.2130 (0.2225) loss_rec_sfr: 0.2814 (0.2906) loss_cl: -0.2793 (-0.2788) time: 0.7445 data: 0.0003 max mem: 29860 [02:21:28.306881] Epoch: [175] [2100/2904] eta: 0:10:08 lr: 0.002216 loss: 0.1869 (0.1967) loss_rec_all: 0.2130 (0.2225) loss_rec_sfr: 0.2357 (0.2905) loss_cl: -0.2790 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [02:21:43.210970] Epoch: [175] [2120/2904] eta: 0:09:52 lr: 0.002216 loss: 0.1877 (0.1968) loss_rec_all: 0.2136 (0.2226) loss_rec_sfr: 0.2805 (0.2907) loss_cl: -0.2781 (-0.2788) time: 0.7452 data: 0.0003 max mem: 29860 [02:21:58.114531] Epoch: [175] [2140/2904] eta: 0:09:37 lr: 0.002216 loss: 0.1853 (0.1967) loss_rec_all: 0.2113 (0.2225) loss_rec_sfr: 0.2707 (0.2907) loss_cl: -0.2793 (-0.2788) time: 0.7451 data: 0.0003 max mem: 29860 [02:22:13.027715] Epoch: [175] [2160/2904] eta: 0:09:22 lr: 0.002216 loss: 0.1901 (0.1967) loss_rec_all: 0.2160 (0.2226) loss_rec_sfr: 0.2759 (0.2908) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [02:22:27.934596] Epoch: [175] [2180/2904] eta: 0:09:07 lr: 0.002216 loss: 0.1835 (0.1967) loss_rec_all: 0.2099 (0.2226) loss_rec_sfr: 0.2683 (0.2908) loss_cl: -0.2791 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [02:22:42.841857] Epoch: [175] [2200/2904] eta: 0:08:52 lr: 0.002216 loss: 0.1829 (0.1968) loss_rec_all: 0.2089 (0.2226) loss_rec_sfr: 0.2777 (0.2909) loss_cl: -0.2785 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [02:22:57.749142] Epoch: [175] [2220/2904] eta: 0:08:36 lr: 0.002216 loss: 0.1869 (0.1968) loss_rec_all: 0.2126 (0.2226) loss_rec_sfr: 0.2700 (0.2910) loss_cl: -0.2779 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [02:23:12.661468] Epoch: [175] [2240/2904] eta: 0:08:21 lr: 0.002216 loss: 0.1853 (0.1968) loss_rec_all: 0.2110 (0.2226) loss_rec_sfr: 0.2636 (0.2910) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [02:23:27.560364] Epoch: [175] [2260/2904] eta: 0:08:06 lr: 0.002216 loss: 0.1869 (0.1968) loss_rec_all: 0.2127 (0.2226) loss_rec_sfr: 0.2686 (0.2910) loss_cl: -0.2794 (-0.2788) time: 0.7449 data: 0.0003 max mem: 29860 [02:23:42.461503] Epoch: [175] [2280/2904] eta: 0:07:51 lr: 0.002216 loss: 0.1850 (0.1968) loss_rec_all: 0.2108 (0.2227) loss_rec_sfr: 0.2718 (0.2912) loss_cl: -0.2792 (-0.2788) time: 0.7450 data: 0.0003 max mem: 29860 [02:23:57.369729] Epoch: [175] [2300/2904] eta: 0:07:36 lr: 0.002216 loss: 0.1903 (0.1968) loss_rec_all: 0.2161 (0.2227) loss_rec_sfr: 0.2686 (0.2910) loss_cl: -0.2786 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [02:24:12.273458] Epoch: [175] [2320/2904] eta: 0:07:21 lr: 0.002216 loss: 0.1869 (0.1968) loss_rec_all: 0.2128 (0.2226) loss_rec_sfr: 0.2473 (0.2907) loss_cl: -0.2785 (-0.2788) time: 0.7451 data: 0.0003 max mem: 29860 [02:24:27.181898] Epoch: [175] [2340/2904] eta: 0:07:05 lr: 0.002216 loss: 0.1888 (0.1967) loss_rec_all: 0.2146 (0.2226) loss_rec_sfr: 0.2384 (0.2905) loss_cl: -0.2788 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [02:24:42.091516] Epoch: [175] [2360/2904] eta: 0:06:50 lr: 0.002216 loss: 0.1861 (0.1967) loss_rec_all: 0.2120 (0.2226) loss_rec_sfr: 0.2756 (0.2906) loss_cl: -0.2787 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [02:24:57.006014] Epoch: [175] [2380/2904] eta: 0:06:35 lr: 0.002216 loss: 0.1875 (0.1968) loss_rec_all: 0.2133 (0.2226) loss_rec_sfr: 0.2945 (0.2909) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [02:25:11.917218] Epoch: [175] [2400/2904] eta: 0:06:20 lr: 0.002216 loss: 0.1851 (0.1968) loss_rec_all: 0.2114 (0.2226) loss_rec_sfr: 0.2696 (0.2907) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [02:25:26.818340] Epoch: [175] [2420/2904] eta: 0:06:05 lr: 0.002216 loss: 0.1860 (0.1968) loss_rec_all: 0.2118 (0.2226) loss_rec_sfr: 0.2767 (0.2907) loss_cl: -0.2791 (-0.2788) time: 0.7450 data: 0.0003 max mem: 29860 [02:25:41.722185] Epoch: [175] [2440/2904] eta: 0:05:50 lr: 0.002216 loss: 0.1840 (0.1968) loss_rec_all: 0.2097 (0.2226) loss_rec_sfr: 0.2812 (0.2909) loss_cl: -0.2778 (-0.2788) time: 0.7452 data: 0.0003 max mem: 29860 [02:25:56.630013] Epoch: [175] [2460/2904] eta: 0:05:35 lr: 0.002216 loss: 0.1881 (0.1968) loss_rec_all: 0.2141 (0.2226) loss_rec_sfr: 0.2698 (0.2908) loss_cl: -0.2775 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [02:26:11.538060] Epoch: [175] [2480/2904] eta: 0:05:19 lr: 0.002216 loss: 0.1960 (0.1968) loss_rec_all: 0.2219 (0.2227) loss_rec_sfr: 0.2792 (0.2910) loss_cl: -0.2793 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [02:26:26.440586] Epoch: [175] [2500/2904] eta: 0:05:04 lr: 0.002216 loss: 0.1897 (0.1969) loss_rec_all: 0.2158 (0.2227) loss_rec_sfr: 0.2783 (0.2911) loss_cl: -0.2800 (-0.2788) time: 0.7451 data: 0.0003 max mem: 29860 [02:26:41.346805] Epoch: [175] [2520/2904] eta: 0:04:49 lr: 0.002216 loss: 0.1862 (0.1969) loss_rec_all: 0.2121 (0.2227) loss_rec_sfr: 0.2813 (0.2913) loss_cl: -0.2807 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [02:26:56.247013] Epoch: [175] [2540/2904] eta: 0:04:34 lr: 0.002216 loss: 0.1856 (0.1968) loss_rec_all: 0.2121 (0.2227) loss_rec_sfr: 0.2478 (0.2910) loss_cl: -0.2789 (-0.2788) time: 0.7450 data: 0.0003 max mem: 29860 [02:27:11.147874] Epoch: [175] [2560/2904] eta: 0:04:19 lr: 0.002216 loss: 0.1859 (0.1969) loss_rec_all: 0.2116 (0.2227) loss_rec_sfr: 0.2721 (0.2911) loss_cl: -0.2779 (-0.2788) time: 0.7450 data: 0.0003 max mem: 29860 [02:27:26.051286] Epoch: [175] [2580/2904] eta: 0:04:04 lr: 0.002216 loss: 0.1876 (0.1969) loss_rec_all: 0.2133 (0.2227) loss_rec_sfr: 0.2765 (0.2912) loss_cl: -0.2776 (-0.2788) time: 0.7451 data: 0.0003 max mem: 29860 [02:27:40.957068] Epoch: [175] [2600/2904] eta: 0:03:49 lr: 0.002216 loss: 0.1861 (0.1969) loss_rec_all: 0.2121 (0.2227) loss_rec_sfr: 0.2767 (0.2911) loss_cl: -0.2783 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [02:27:55.865371] Epoch: [175] [2620/2904] eta: 0:03:34 lr: 0.002216 loss: 0.1834 (0.1969) loss_rec_all: 0.2098 (0.2228) loss_rec_sfr: 0.2695 (0.2913) loss_cl: -0.2790 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [02:28:10.780751] Epoch: [175] [2640/2904] eta: 0:03:19 lr: 0.002216 loss: 0.1895 (0.1969) loss_rec_all: 0.2155 (0.2227) loss_rec_sfr: 0.2695 (0.2911) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [02:28:25.686935] Epoch: [175] [2660/2904] eta: 0:03:03 lr: 0.002216 loss: 0.1870 (0.1968) loss_rec_all: 0.2129 (0.2227) loss_rec_sfr: 0.2852 (0.2912) loss_cl: -0.2792 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [02:28:40.594024] Epoch: [175] [2680/2904] eta: 0:02:48 lr: 0.002216 loss: 0.1877 (0.1968) loss_rec_all: 0.2141 (0.2227) loss_rec_sfr: 0.2362 (0.2910) loss_cl: -0.2786 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [02:28:55.496326] Epoch: [175] [2700/2904] eta: 0:02:33 lr: 0.002215 loss: 0.1863 (0.1969) loss_rec_all: 0.2127 (0.2227) loss_rec_sfr: 0.2788 (0.2913) loss_cl: -0.2790 (-0.2788) time: 0.7451 data: 0.0003 max mem: 29860 [02:29:10.405326] Epoch: [175] [2720/2904] eta: 0:02:18 lr: 0.002215 loss: 0.1858 (0.1969) loss_rec_all: 0.2116 (0.2227) loss_rec_sfr: 0.2680 (0.2912) loss_cl: -0.2791 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [02:29:25.325195] Epoch: [175] [2740/2904] eta: 0:02:03 lr: 0.002215 loss: 0.1890 (0.1969) loss_rec_all: 0.2149 (0.2228) loss_rec_sfr: 0.2724 (0.2914) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [02:29:40.256073] Epoch: [175] [2760/2904] eta: 0:01:48 lr: 0.002215 loss: 0.1876 (0.1969) loss_rec_all: 0.2133 (0.2228) loss_rec_sfr: 0.2679 (0.2913) loss_cl: -0.2783 (-0.2788) time: 0.7465 data: 0.0003 max mem: 29860 [02:29:55.186804] Epoch: [175] [2780/2904] eta: 0:01:33 lr: 0.002215 loss: 0.1876 (0.1969) loss_rec_all: 0.2135 (0.2227) loss_rec_sfr: 0.2763 (0.2913) loss_cl: -0.2787 (-0.2788) time: 0.7465 data: 0.0003 max mem: 29860 [02:30:10.110704] Epoch: [175] [2800/2904] eta: 0:01:18 lr: 0.002215 loss: 0.1824 (0.1969) loss_rec_all: 0.2090 (0.2227) loss_rec_sfr: 0.2657 (0.2911) loss_cl: -0.2794 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [02:30:25.030400] Epoch: [175] [2820/2904] eta: 0:01:03 lr: 0.002215 loss: 0.1906 (0.1969) loss_rec_all: 0.2164 (0.2227) loss_rec_sfr: 0.2922 (0.2913) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [02:30:40.017837] Epoch: [175] [2840/2904] eta: 0:00:48 lr: 0.002215 loss: 0.1831 (0.1969) loss_rec_all: 0.2096 (0.2227) loss_rec_sfr: 0.2443 (0.2913) loss_cl: -0.2787 (-0.2788) time: 0.7493 data: 0.0037 max mem: 29860 [02:30:54.926394] Epoch: [175] [2860/2904] eta: 0:00:33 lr: 0.002215 loss: 0.1847 (0.1969) loss_rec_all: 0.2111 (0.2228) loss_rec_sfr: 0.2771 (0.2915) loss_cl: -0.2787 (-0.2788) time: 0.7454 data: 0.0001 max mem: 29860 [02:31:09.836355] Epoch: [175] [2880/2904] eta: 0:00:18 lr: 0.002215 loss: 0.1861 (0.1969) loss_rec_all: 0.2124 (0.2228) loss_rec_sfr: 0.2739 (0.2914) loss_cl: -0.2795 (-0.2788) time: 0.7455 data: 0.0001 max mem: 29860 [02:31:24.741621] Epoch: [175] [2900/2904] eta: 0:00:03 lr: 0.002215 loss: 0.1873 (0.1969) loss_rec_all: 0.2136 (0.2228) loss_rec_sfr: 0.2354 (0.2914) loss_cl: -0.2792 (-0.2788) time: 0.7452 data: 0.0001 max mem: 29860 [02:31:26.986378] Epoch: [175] [2903/2904] eta: 0:00:00 lr: 0.002215 loss: 0.1873 (0.1969) loss_rec_all: 0.2136 (0.2228) loss_rec_sfr: 0.2388 (0.2914) loss_cl: -0.2792 (-0.2788) time: 0.7453 data: 0.0001 max mem: 29860 [02:31:29.425167] Epoch: [175] Total time: 0:36:30 (0.7542 s / it) [02:31:29.432859] Averaged stats: lr: 0.002215 loss: 0.1873 (0.1994) loss_rec_all: 0.2136 (0.2229) loss_rec_sfr: 0.2388 (0.2916) loss_cl: -0.2792 (-0.2555) [02:31:29.439358] log_dir: ./checkpoint/VF2_ViT-B [02:31:47.211370] Epoch: [176] [ 0/2904] eta: 14:20:07 lr: 0.002215 loss: 0.1748 (0.1748) loss_rec_all: 0.2013 (0.2013) loss_rec_sfr: 0.1992 (0.1992) loss_cl: -0.2789 (-0.2789) time: 17.7712 data: 15.3410 max mem: 29860 [02:32:02.412495] Epoch: [176] [ 20/2904] eta: 1:15:28 lr: 0.002215 loss: 0.1861 (0.1955) loss_rec_all: 0.2125 (0.2214) loss_rec_sfr: 0.2674 (0.2858) loss_cl: -0.2785 (-0.2784) time: 0.7600 data: 0.0002 max mem: 29860 [02:32:17.311105] Epoch: [176] [ 40/2904] eta: 0:55:43 lr: 0.002215 loss: 0.1846 (0.1916) loss_rec_all: 0.2107 (0.2176) loss_rec_sfr: 0.2322 (0.2682) loss_cl: -0.2785 (-0.2784) time: 0.7449 data: 0.0002 max mem: 29860 [02:32:32.222251] Epoch: [176] [ 60/2904] eta: 0:48:46 lr: 0.002215 loss: 0.1893 (0.1954) loss_rec_all: 0.2155 (0.2212) loss_rec_sfr: 0.2716 (0.2822) loss_cl: -0.2783 (-0.2785) time: 0.7455 data: 0.0002 max mem: 29860 [02:32:47.133502] Epoch: [176] [ 80/2904] eta: 0:45:08 lr: 0.002215 loss: 0.1861 (0.1945) loss_rec_all: 0.2119 (0.2204) loss_rec_sfr: 0.2605 (0.2804) loss_cl: -0.2787 (-0.2785) time: 0.7455 data: 0.0002 max mem: 29860 [02:33:02.063460] Epoch: [176] [ 100/2904] eta: 0:42:51 lr: 0.002215 loss: 0.1861 (0.1954) loss_rec_all: 0.2119 (0.2212) loss_rec_sfr: 0.2711 (0.2836) loss_cl: -0.2791 (-0.2786) time: 0.7464 data: 0.0002 max mem: 29860 [02:33:17.003925] Epoch: [176] [ 120/2904] eta: 0:41:14 lr: 0.002215 loss: 0.1846 (0.1953) loss_rec_all: 0.2106 (0.2211) loss_rec_sfr: 0.2637 (0.2831) loss_cl: -0.2786 (-0.2786) time: 0.7470 data: 0.0002 max mem: 29860 [02:33:31.966512] Epoch: [176] [ 140/2904] eta: 0:40:01 lr: 0.002215 loss: 0.1933 (0.1973) loss_rec_all: 0.2191 (0.2231) loss_rec_sfr: 0.2941 (0.2904) loss_cl: -0.2792 (-0.2787) time: 0.7480 data: 0.0003 max mem: 29860 [02:33:46.927779] Epoch: [176] [ 160/2904] eta: 0:39:03 lr: 0.002215 loss: 0.1860 (0.1971) loss_rec_all: 0.2120 (0.2229) loss_rec_sfr: 0.2772 (0.2900) loss_cl: -0.2786 (-0.2787) time: 0.7480 data: 0.0004 max mem: 29860 [02:34:01.888305] Epoch: [176] [ 180/2904] eta: 0:38:14 lr: 0.002215 loss: 0.1868 (0.1975) loss_rec_all: 0.2129 (0.2233) loss_rec_sfr: 0.2637 (0.2911) loss_cl: -0.2783 (-0.2786) time: 0.7480 data: 0.0003 max mem: 29860 [02:34:16.843880] Epoch: [176] [ 200/2904] eta: 0:37:31 lr: 0.002215 loss: 0.1865 (0.1970) loss_rec_all: 0.2124 (0.2228) loss_rec_sfr: 0.2717 (0.2898) loss_cl: -0.2784 (-0.2786) time: 0.7477 data: 0.0004 max mem: 29860 [02:34:31.817279] Epoch: [176] [ 220/2904] eta: 0:36:54 lr: 0.002215 loss: 0.1905 (0.1976) loss_rec_all: 0.2170 (0.2235) loss_rec_sfr: 0.2870 (0.2925) loss_cl: -0.2795 (-0.2787) time: 0.7486 data: 0.0004 max mem: 29860 [02:34:46.775890] Epoch: [176] [ 240/2904] eta: 0:36:21 lr: 0.002215 loss: 0.1855 (0.1979) loss_rec_all: 0.2115 (0.2237) loss_rec_sfr: 0.2565 (0.2926) loss_cl: -0.2792 (-0.2787) time: 0.7479 data: 0.0002 max mem: 29860 [02:35:01.729391] Epoch: [176] [ 260/2904] eta: 0:35:50 lr: 0.002215 loss: 0.1851 (0.1979) loss_rec_all: 0.2109 (0.2237) loss_rec_sfr: 0.2788 (0.2931) loss_cl: -0.2783 (-0.2787) time: 0.7476 data: 0.0004 max mem: 29860 [02:35:16.671134] Epoch: [176] [ 280/2904] eta: 0:35:21 lr: 0.002215 loss: 0.1852 (0.1978) loss_rec_all: 0.2110 (0.2236) loss_rec_sfr: 0.2765 (0.2933) loss_cl: -0.2787 (-0.2787) time: 0.7470 data: 0.0002 max mem: 29860 [02:35:31.629301] Epoch: [176] [ 300/2904] eta: 0:34:55 lr: 0.002215 loss: 0.1882 (0.1986) loss_rec_all: 0.2140 (0.2244) loss_rec_sfr: 0.2870 (0.2960) loss_cl: -0.2794 (-0.2787) time: 0.7479 data: 0.0002 max mem: 29860 [02:35:46.544233] Epoch: [176] [ 320/2904] eta: 0:34:29 lr: 0.002215 loss: 0.1810 (0.1979) loss_rec_all: 0.2073 (0.2237) loss_rec_sfr: 0.2399 (0.2942) loss_cl: -0.2796 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [02:36:01.471060] Epoch: [176] [ 340/2904] eta: 0:34:05 lr: 0.002215 loss: 0.1861 (0.1981) loss_rec_all: 0.2120 (0.2239) loss_rec_sfr: 0.2761 (0.2953) loss_cl: -0.2778 (-0.2787) time: 0.7463 data: 0.0003 max mem: 29860 [02:36:16.388586] Epoch: [176] [ 360/2904] eta: 0:33:42 lr: 0.002215 loss: 0.1878 (0.1979) loss_rec_all: 0.2136 (0.2237) loss_rec_sfr: 0.2675 (0.2948) loss_cl: -0.2775 (-0.2786) time: 0.7458 data: 0.0003 max mem: 29860 [02:36:31.305721] Epoch: [176] [ 380/2904] eta: 0:33:19 lr: 0.002215 loss: 0.1893 (0.1982) loss_rec_all: 0.2153 (0.2240) loss_rec_sfr: 0.2725 (0.2955) loss_cl: -0.2792 (-0.2787) time: 0.7458 data: 0.0003 max mem: 29860 [02:36:46.227403] Epoch: [176] [ 400/2904] eta: 0:32:58 lr: 0.002215 loss: 0.1843 (0.1981) loss_rec_all: 0.2106 (0.2239) loss_rec_sfr: 0.2604 (0.2951) loss_cl: -0.2791 (-0.2787) time: 0.7460 data: 0.0003 max mem: 29860 [02:37:01.141205] Epoch: [176] [ 420/2904] eta: 0:32:36 lr: 0.002215 loss: 0.1852 (0.1980) loss_rec_all: 0.2111 (0.2238) loss_rec_sfr: 0.2794 (0.2951) loss_cl: -0.2794 (-0.2787) time: 0.7456 data: 0.0003 max mem: 29860 [02:37:16.063119] Epoch: [176] [ 440/2904] eta: 0:32:16 lr: 0.002215 loss: 0.1936 (0.1984) loss_rec_all: 0.2196 (0.2242) loss_rec_sfr: 0.2761 (0.2963) loss_cl: -0.2789 (-0.2787) time: 0.7460 data: 0.0003 max mem: 29860 [02:37:30.984704] Epoch: [176] [ 460/2904] eta: 0:31:56 lr: 0.002215 loss: 0.1881 (0.1985) loss_rec_all: 0.2145 (0.2243) loss_rec_sfr: 0.2565 (0.2959) loss_cl: -0.2794 (-0.2787) time: 0.7460 data: 0.0003 max mem: 29860 [02:37:45.904383] Epoch: [176] [ 480/2904] eta: 0:31:37 lr: 0.002215 loss: 0.1857 (0.1984) loss_rec_all: 0.2122 (0.2242) loss_rec_sfr: 0.2620 (0.2953) loss_cl: -0.2790 (-0.2787) time: 0.7459 data: 0.0003 max mem: 29860 [02:38:00.823751] Epoch: [176] [ 500/2904] eta: 0:31:17 lr: 0.002215 loss: 0.1846 (0.1980) loss_rec_all: 0.2108 (0.2238) loss_rec_sfr: 0.2674 (0.2940) loss_cl: -0.2788 (-0.2787) time: 0.7459 data: 0.0003 max mem: 29860 [02:38:15.747154] Epoch: [176] [ 520/2904] eta: 0:30:59 lr: 0.002215 loss: 0.1849 (0.1977) loss_rec_all: 0.2112 (0.2235) loss_rec_sfr: 0.2412 (0.2930) loss_cl: -0.2785 (-0.2787) time: 0.7461 data: 0.0003 max mem: 29860 [02:38:30.659861] Epoch: [176] [ 540/2904] eta: 0:30:40 lr: 0.002215 loss: 0.1843 (0.1973) loss_rec_all: 0.2100 (0.2231) loss_rec_sfr: 0.2612 (0.2915) loss_cl: -0.2786 (-0.2787) time: 0.7456 data: 0.0003 max mem: 29860 [02:38:45.576913] Epoch: [176] [ 560/2904] eta: 0:30:22 lr: 0.002215 loss: 0.1844 (0.1973) loss_rec_all: 0.2103 (0.2231) loss_rec_sfr: 0.2760 (0.2919) loss_cl: -0.2787 (-0.2787) time: 0.7458 data: 0.0003 max mem: 29860 [02:39:00.502526] Epoch: [176] [ 580/2904] eta: 0:30:04 lr: 0.002215 loss: 0.1844 (0.1972) loss_rec_all: 0.2107 (0.2230) loss_rec_sfr: 0.2638 (0.2919) loss_cl: -0.2793 (-0.2787) time: 0.7462 data: 0.0004 max mem: 29860 [02:39:15.418873] Epoch: [176] [ 600/2904] eta: 0:29:46 lr: 0.002215 loss: 0.1839 (0.1970) loss_rec_all: 0.2104 (0.2228) loss_rec_sfr: 0.2775 (0.2915) loss_cl: -0.2802 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [02:39:30.339269] Epoch: [176] [ 620/2904] eta: 0:29:28 lr: 0.002215 loss: 0.1853 (0.1967) loss_rec_all: 0.2114 (0.2226) loss_rec_sfr: 0.2628 (0.2906) loss_cl: -0.2793 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [02:39:45.262679] Epoch: [176] [ 640/2904] eta: 0:29:11 lr: 0.002215 loss: 0.1853 (0.1969) loss_rec_all: 0.2111 (0.2227) loss_rec_sfr: 0.2773 (0.2910) loss_cl: -0.2782 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [02:40:00.179204] Epoch: [176] [ 660/2904] eta: 0:28:53 lr: 0.002215 loss: 0.1856 (0.1967) loss_rec_all: 0.2114 (0.2225) loss_rec_sfr: 0.2762 (0.2905) loss_cl: -0.2780 (-0.2787) time: 0.7458 data: 0.0003 max mem: 29860 [02:40:15.097860] Epoch: [176] [ 680/2904] eta: 0:28:36 lr: 0.002215 loss: 0.1887 (0.1969) loss_rec_all: 0.2148 (0.2228) loss_rec_sfr: 0.2829 (0.2916) loss_cl: -0.2784 (-0.2787) time: 0.7459 data: 0.0003 max mem: 29860 [02:40:30.015251] Epoch: [176] [ 700/2904] eta: 0:28:19 lr: 0.002215 loss: 0.1876 (0.1969) loss_rec_all: 0.2138 (0.2228) loss_rec_sfr: 0.2813 (0.2916) loss_cl: -0.2797 (-0.2787) time: 0.7458 data: 0.0003 max mem: 29860 [02:40:44.926446] Epoch: [176] [ 720/2904] eta: 0:28:02 lr: 0.002215 loss: 0.1867 (0.1968) loss_rec_all: 0.2124 (0.2227) loss_rec_sfr: 0.2757 (0.2915) loss_cl: -0.2798 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [02:40:59.860279] Epoch: [176] [ 740/2904] eta: 0:27:45 lr: 0.002215 loss: 0.1844 (0.1968) loss_rec_all: 0.2103 (0.2227) loss_rec_sfr: 0.2423 (0.2915) loss_cl: -0.2786 (-0.2787) time: 0.7466 data: 0.0003 max mem: 29860 [02:41:14.780231] Epoch: [176] [ 760/2904] eta: 0:27:28 lr: 0.002215 loss: 0.1862 (0.1966) loss_rec_all: 0.2122 (0.2224) loss_rec_sfr: 0.2698 (0.2907) loss_cl: -0.2783 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [02:41:29.703864] Epoch: [176] [ 780/2904] eta: 0:27:12 lr: 0.002215 loss: 0.1854 (0.1966) loss_rec_all: 0.2114 (0.2225) loss_rec_sfr: 0.2772 (0.2910) loss_cl: -0.2798 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [02:41:44.624678] Epoch: [176] [ 800/2904] eta: 0:26:55 lr: 0.002215 loss: 0.1833 (0.1966) loss_rec_all: 0.2096 (0.2224) loss_rec_sfr: 0.2588 (0.2907) loss_cl: -0.2793 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [02:41:59.539654] Epoch: [176] [ 820/2904] eta: 0:26:39 lr: 0.002215 loss: 0.1859 (0.1965) loss_rec_all: 0.2121 (0.2223) loss_rec_sfr: 0.2710 (0.2905) loss_cl: -0.2794 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [02:42:14.456895] Epoch: [176] [ 840/2904] eta: 0:26:22 lr: 0.002215 loss: 0.1872 (0.1966) loss_rec_all: 0.2137 (0.2225) loss_rec_sfr: 0.2870 (0.2910) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [02:42:29.370848] Epoch: [176] [ 860/2904] eta: 0:26:06 lr: 0.002215 loss: 0.1879 (0.1966) loss_rec_all: 0.2140 (0.2225) loss_rec_sfr: 0.2656 (0.2909) loss_cl: -0.2784 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [02:42:44.287122] Epoch: [176] [ 880/2904] eta: 0:25:50 lr: 0.002215 loss: 0.1860 (0.1966) loss_rec_all: 0.2118 (0.2224) loss_rec_sfr: 0.2681 (0.2908) loss_cl: -0.2777 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [02:42:59.206294] Epoch: [176] [ 900/2904] eta: 0:25:34 lr: 0.002214 loss: 0.1890 (0.1967) loss_rec_all: 0.2151 (0.2225) loss_rec_sfr: 0.2735 (0.2910) loss_cl: -0.2784 (-0.2787) time: 0.7459 data: 0.0003 max mem: 29860 [02:43:14.125146] Epoch: [176] [ 920/2904] eta: 0:25:17 lr: 0.002214 loss: 0.1938 (0.1970) loss_rec_all: 0.2199 (0.2228) loss_rec_sfr: 0.2842 (0.2920) loss_cl: -0.2793 (-0.2787) time: 0.7459 data: 0.0003 max mem: 29860 [02:43:29.042295] Epoch: [176] [ 940/2904] eta: 0:25:01 lr: 0.002214 loss: 0.1851 (0.1969) loss_rec_all: 0.2112 (0.2228) loss_rec_sfr: 0.2716 (0.2919) loss_cl: -0.2787 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [02:43:43.959517] Epoch: [176] [ 960/2904] eta: 0:24:45 lr: 0.002214 loss: 0.1896 (0.1969) loss_rec_all: 0.2154 (0.2227) loss_rec_sfr: 0.2812 (0.2919) loss_cl: -0.2786 (-0.2787) time: 0.7458 data: 0.0003 max mem: 29860 [02:43:58.881234] Epoch: [176] [ 980/2904] eta: 0:24:29 lr: 0.002214 loss: 0.1854 (0.1967) loss_rec_all: 0.2115 (0.2226) loss_rec_sfr: 0.2741 (0.2914) loss_cl: -0.2785 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [02:44:13.806906] Epoch: [176] [1000/2904] eta: 0:24:13 lr: 0.002214 loss: 0.1891 (0.1967) loss_rec_all: 0.2150 (0.2226) loss_rec_sfr: 0.2646 (0.2914) loss_cl: -0.2788 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [02:44:28.732968] Epoch: [176] [1020/2904] eta: 0:23:57 lr: 0.002214 loss: 0.1855 (0.1967) loss_rec_all: 0.2115 (0.2225) loss_rec_sfr: 0.2691 (0.2914) loss_cl: -0.2782 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [02:44:43.649546] Epoch: [176] [1040/2904] eta: 0:23:42 lr: 0.002214 loss: 0.1846 (0.1967) loss_rec_all: 0.2109 (0.2226) loss_rec_sfr: 0.2289 (0.2913) loss_cl: -0.2789 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [02:44:58.562500] Epoch: [176] [1060/2904] eta: 0:23:26 lr: 0.002214 loss: 0.1887 (0.1968) loss_rec_all: 0.2147 (0.2226) loss_rec_sfr: 0.2763 (0.2914) loss_cl: -0.2792 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [02:45:13.473599] Epoch: [176] [1080/2904] eta: 0:23:10 lr: 0.002214 loss: 0.1865 (0.1968) loss_rec_all: 0.2127 (0.2226) loss_rec_sfr: 0.2757 (0.2915) loss_cl: -0.2793 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [02:45:28.386518] Epoch: [176] [1100/2904] eta: 0:22:54 lr: 0.002214 loss: 0.1871 (0.1966) loss_rec_all: 0.2130 (0.2225) loss_rec_sfr: 0.2657 (0.2911) loss_cl: -0.2784 (-0.2787) time: 0.7456 data: 0.0003 max mem: 29860 [02:45:43.303564] Epoch: [176] [1120/2904] eta: 0:22:38 lr: 0.002214 loss: 0.1923 (0.1967) loss_rec_all: 0.2181 (0.2225) loss_rec_sfr: 0.2745 (0.2912) loss_cl: -0.2789 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [02:45:58.219124] Epoch: [176] [1140/2904] eta: 0:22:23 lr: 0.002214 loss: 0.1868 (0.1967) loss_rec_all: 0.2126 (0.2226) loss_rec_sfr: 0.2772 (0.2913) loss_cl: -0.2783 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [02:46:13.142806] Epoch: [176] [1160/2904] eta: 0:22:07 lr: 0.002214 loss: 0.1857 (0.1967) loss_rec_all: 0.2120 (0.2226) loss_rec_sfr: 0.2719 (0.2912) loss_cl: -0.2788 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [02:46:28.061715] Epoch: [176] [1180/2904] eta: 0:21:51 lr: 0.002214 loss: 0.1861 (0.1967) loss_rec_all: 0.2125 (0.2225) loss_rec_sfr: 0.2711 (0.2910) loss_cl: -0.2790 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [02:46:42.985055] Epoch: [176] [1200/2904] eta: 0:21:36 lr: 0.002214 loss: 0.1852 (0.1966) loss_rec_all: 0.2114 (0.2225) loss_rec_sfr: 0.2485 (0.2908) loss_cl: -0.2790 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [02:46:57.930433] Epoch: [176] [1220/2904] eta: 0:21:20 lr: 0.002214 loss: 0.1878 (0.1966) loss_rec_all: 0.2136 (0.2224) loss_rec_sfr: 0.2723 (0.2906) loss_cl: -0.2786 (-0.2787) time: 0.7472 data: 0.0002 max mem: 29860 [02:47:12.868078] Epoch: [176] [1240/2904] eta: 0:21:04 lr: 0.002214 loss: 0.1912 (0.1967) loss_rec_all: 0.2171 (0.2225) loss_rec_sfr: 0.2711 (0.2907) loss_cl: -0.2793 (-0.2787) time: 0.7468 data: 0.0003 max mem: 29860 [02:47:27.786934] Epoch: [176] [1260/2904] eta: 0:20:49 lr: 0.002214 loss: 0.1956 (0.1968) loss_rec_all: 0.2218 (0.2227) loss_rec_sfr: 0.2829 (0.2913) loss_cl: -0.2796 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [02:47:42.718269] Epoch: [176] [1280/2904] eta: 0:20:33 lr: 0.002214 loss: 0.1913 (0.1970) loss_rec_all: 0.2173 (0.2228) loss_rec_sfr: 0.2750 (0.2916) loss_cl: -0.2787 (-0.2788) time: 0.7465 data: 0.0003 max mem: 29860 [02:47:57.678485] Epoch: [176] [1300/2904] eta: 0:20:18 lr: 0.002214 loss: 0.1865 (0.1972) loss_rec_all: 0.2122 (0.2230) loss_rec_sfr: 0.2829 (0.2923) loss_cl: -0.2773 (-0.2787) time: 0.7480 data: 0.0003 max mem: 29860 [02:48:12.632251] Epoch: [176] [1320/2904] eta: 0:20:02 lr: 0.002214 loss: 0.1849 (0.1973) loss_rec_all: 0.2110 (0.2231) loss_rec_sfr: 0.2707 (0.2925) loss_cl: -0.2782 (-0.2787) time: 0.7476 data: 0.0003 max mem: 29860 [02:48:27.570988] Epoch: [176] [1340/2904] eta: 0:19:47 lr: 0.002214 loss: 0.1876 (0.1972) loss_rec_all: 0.2134 (0.2231) loss_rec_sfr: 0.2672 (0.2924) loss_cl: -0.2790 (-0.2787) time: 0.7469 data: 0.0003 max mem: 29860 [02:48:42.508568] Epoch: [176] [1360/2904] eta: 0:19:31 lr: 0.002214 loss: 0.1867 (0.1972) loss_rec_all: 0.2129 (0.2230) loss_rec_sfr: 0.2545 (0.2921) loss_cl: -0.2786 (-0.2787) time: 0.7468 data: 0.0003 max mem: 29860 [02:48:57.456642] Epoch: [176] [1380/2904] eta: 0:19:16 lr: 0.002214 loss: 0.1867 (0.1971) loss_rec_all: 0.2129 (0.2229) loss_rec_sfr: 0.2798 (0.2919) loss_cl: -0.2800 (-0.2788) time: 0.7473 data: 0.0003 max mem: 29860 [02:49:12.397317] Epoch: [176] [1400/2904] eta: 0:19:01 lr: 0.002214 loss: 0.1899 (0.1971) loss_rec_all: 0.2157 (0.2229) loss_rec_sfr: 0.2726 (0.2920) loss_cl: -0.2793 (-0.2788) time: 0.7470 data: 0.0003 max mem: 29860 [02:49:27.343369] Epoch: [176] [1420/2904] eta: 0:18:45 lr: 0.002214 loss: 0.1862 (0.1972) loss_rec_all: 0.2121 (0.2230) loss_rec_sfr: 0.2787 (0.2922) loss_cl: -0.2788 (-0.2788) time: 0.7473 data: 0.0003 max mem: 29860 [02:49:42.287990] Epoch: [176] [1440/2904] eta: 0:18:30 lr: 0.002214 loss: 0.1909 (0.1972) loss_rec_all: 0.2169 (0.2230) loss_rec_sfr: 0.2757 (0.2923) loss_cl: -0.2782 (-0.2787) time: 0.7472 data: 0.0003 max mem: 29860 [02:49:57.231880] Epoch: [176] [1460/2904] eta: 0:18:14 lr: 0.002214 loss: 0.1828 (0.1970) loss_rec_all: 0.2087 (0.2229) loss_rec_sfr: 0.2774 (0.2922) loss_cl: -0.2781 (-0.2787) time: 0.7471 data: 0.0003 max mem: 29860 [02:50:12.186319] Epoch: [176] [1480/2904] eta: 0:17:59 lr: 0.002214 loss: 0.1855 (0.1971) loss_rec_all: 0.2117 (0.2229) loss_rec_sfr: 0.2476 (0.2922) loss_cl: -0.2785 (-0.2787) time: 0.7477 data: 0.0003 max mem: 29860 [02:50:27.132977] Epoch: [176] [1500/2904] eta: 0:17:44 lr: 0.002214 loss: 0.1858 (0.1971) loss_rec_all: 0.2119 (0.2229) loss_rec_sfr: 0.2684 (0.2921) loss_cl: -0.2796 (-0.2787) time: 0.7473 data: 0.0003 max mem: 29860 [02:50:42.099675] Epoch: [176] [1520/2904] eta: 0:17:28 lr: 0.002214 loss: 0.1839 (0.1969) loss_rec_all: 0.2098 (0.2228) loss_rec_sfr: 0.2753 (0.2918) loss_cl: -0.2794 (-0.2788) time: 0.7483 data: 0.0004 max mem: 29860 [02:50:57.063787] Epoch: [176] [1540/2904] eta: 0:17:13 lr: 0.002214 loss: 0.1890 (0.1970) loss_rec_all: 0.2151 (0.2229) loss_rec_sfr: 0.2617 (0.2921) loss_cl: -0.2784 (-0.2787) time: 0.7481 data: 0.0004 max mem: 29860 [02:51:11.981497] Epoch: [176] [1560/2904] eta: 0:16:58 lr: 0.002214 loss: 0.1887 (0.1971) loss_rec_all: 0.2147 (0.2229) loss_rec_sfr: 0.2670 (0.2921) loss_cl: -0.2789 (-0.2787) time: 0.7458 data: 0.0003 max mem: 29860 [02:51:26.895505] Epoch: [176] [1580/2904] eta: 0:16:42 lr: 0.002214 loss: 0.1828 (0.1970) loss_rec_all: 0.2094 (0.2228) loss_rec_sfr: 0.2737 (0.2919) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [02:51:41.800284] Epoch: [176] [1600/2904] eta: 0:16:27 lr: 0.002214 loss: 0.1859 (0.1971) loss_rec_all: 0.2122 (0.2229) loss_rec_sfr: 0.2728 (0.2921) loss_cl: -0.2788 (-0.2787) time: 0.7452 data: 0.0003 max mem: 29860 [02:51:56.702237] Epoch: [176] [1620/2904] eta: 0:16:12 lr: 0.002214 loss: 0.1834 (0.1970) loss_rec_all: 0.2099 (0.2228) loss_rec_sfr: 0.2677 (0.2919) loss_cl: -0.2795 (-0.2788) time: 0.7451 data: 0.0003 max mem: 29860 [02:52:11.604150] Epoch: [176] [1640/2904] eta: 0:15:56 lr: 0.002214 loss: 0.1870 (0.1969) loss_rec_all: 0.2135 (0.2227) loss_rec_sfr: 0.2648 (0.2914) loss_cl: -0.2794 (-0.2788) time: 0.7451 data: 0.0003 max mem: 29860 [02:52:26.505580] Epoch: [176] [1660/2904] eta: 0:15:41 lr: 0.002214 loss: 0.1842 (0.1968) loss_rec_all: 0.2100 (0.2226) loss_rec_sfr: 0.2240 (0.2910) loss_cl: -0.2788 (-0.2788) time: 0.7450 data: 0.0003 max mem: 29860 [02:52:41.411857] Epoch: [176] [1680/2904] eta: 0:15:26 lr: 0.002214 loss: 0.1854 (0.1968) loss_rec_all: 0.2113 (0.2226) loss_rec_sfr: 0.2797 (0.2911) loss_cl: -0.2790 (-0.2788) time: 0.7452 data: 0.0003 max mem: 29860 [02:52:56.323750] Epoch: [176] [1700/2904] eta: 0:15:10 lr: 0.002214 loss: 0.1894 (0.1969) loss_rec_all: 0.2153 (0.2227) loss_rec_sfr: 0.2903 (0.2916) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [02:53:11.236764] Epoch: [176] [1720/2904] eta: 0:14:55 lr: 0.002214 loss: 0.1880 (0.1969) loss_rec_all: 0.2142 (0.2228) loss_rec_sfr: 0.2839 (0.2919) loss_cl: -0.2802 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [02:53:26.156976] Epoch: [176] [1740/2904] eta: 0:14:40 lr: 0.002214 loss: 0.1857 (0.1969) loss_rec_all: 0.2119 (0.2228) loss_rec_sfr: 0.2762 (0.2920) loss_cl: -0.2783 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [02:53:41.069788] Epoch: [176] [1760/2904] eta: 0:14:25 lr: 0.002214 loss: 0.1877 (0.1969) loss_rec_all: 0.2133 (0.2227) loss_rec_sfr: 0.2674 (0.2917) loss_cl: -0.2774 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [02:53:55.976467] Epoch: [176] [1780/2904] eta: 0:14:09 lr: 0.002214 loss: 0.1825 (0.1968) loss_rec_all: 0.2087 (0.2227) loss_rec_sfr: 0.2730 (0.2916) loss_cl: -0.2788 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [02:54:10.879997] Epoch: [176] [1800/2904] eta: 0:13:54 lr: 0.002214 loss: 0.1863 (0.1968) loss_rec_all: 0.2123 (0.2227) loss_rec_sfr: 0.2687 (0.2916) loss_cl: -0.2797 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [02:54:25.776381] Epoch: [176] [1820/2904] eta: 0:13:39 lr: 0.002214 loss: 0.1887 (0.1967) loss_rec_all: 0.2146 (0.2226) loss_rec_sfr: 0.2713 (0.2914) loss_cl: -0.2792 (-0.2788) time: 0.7448 data: 0.0002 max mem: 29860 [02:54:40.683075] Epoch: [176] [1840/2904] eta: 0:13:24 lr: 0.002214 loss: 0.1862 (0.1968) loss_rec_all: 0.2121 (0.2226) loss_rec_sfr: 0.2681 (0.2914) loss_cl: -0.2786 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [02:54:55.588971] Epoch: [176] [1860/2904] eta: 0:13:08 lr: 0.002214 loss: 0.1890 (0.1968) loss_rec_all: 0.2150 (0.2226) loss_rec_sfr: 0.2781 (0.2916) loss_cl: -0.2791 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [02:55:10.495996] Epoch: [176] [1880/2904] eta: 0:12:53 lr: 0.002214 loss: 0.1892 (0.1968) loss_rec_all: 0.2150 (0.2227) loss_rec_sfr: 0.2812 (0.2916) loss_cl: -0.2792 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [02:55:25.410341] Epoch: [176] [1900/2904] eta: 0:12:38 lr: 0.002214 loss: 0.1865 (0.1967) loss_rec_all: 0.2125 (0.2226) loss_rec_sfr: 0.2647 (0.2913) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [02:55:40.325230] Epoch: [176] [1920/2904] eta: 0:12:23 lr: 0.002214 loss: 0.1844 (0.1967) loss_rec_all: 0.2104 (0.2226) loss_rec_sfr: 0.2708 (0.2913) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [02:55:55.233565] Epoch: [176] [1940/2904] eta: 0:12:07 lr: 0.002214 loss: 0.1863 (0.1968) loss_rec_all: 0.2120 (0.2227) loss_rec_sfr: 0.2823 (0.2918) loss_cl: -0.2778 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [02:56:10.148077] Epoch: [176] [1960/2904] eta: 0:11:52 lr: 0.002214 loss: 0.1898 (0.1968) loss_rec_all: 0.2157 (0.2226) loss_rec_sfr: 0.2675 (0.2918) loss_cl: -0.2783 (-0.2788) time: 0.7457 data: 0.0004 max mem: 29860 [02:56:25.060317] Epoch: [176] [1980/2904] eta: 0:11:37 lr: 0.002214 loss: 0.1851 (0.1967) loss_rec_all: 0.2112 (0.2226) loss_rec_sfr: 0.2355 (0.2914) loss_cl: -0.2799 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [02:56:39.973178] Epoch: [176] [2000/2904] eta: 0:11:22 lr: 0.002213 loss: 0.1867 (0.1967) loss_rec_all: 0.2129 (0.2225) loss_rec_sfr: 0.2659 (0.2913) loss_cl: -0.2801 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [02:56:54.882739] Epoch: [176] [2020/2904] eta: 0:11:07 lr: 0.002213 loss: 0.1884 (0.1967) loss_rec_all: 0.2141 (0.2225) loss_rec_sfr: 0.2762 (0.2913) loss_cl: -0.2788 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [02:57:09.797913] Epoch: [176] [2040/2904] eta: 0:10:52 lr: 0.002213 loss: 0.1875 (0.1967) loss_rec_all: 0.2132 (0.2226) loss_rec_sfr: 0.2694 (0.2913) loss_cl: -0.2779 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [02:57:24.703694] Epoch: [176] [2060/2904] eta: 0:10:36 lr: 0.002213 loss: 0.1884 (0.1967) loss_rec_all: 0.2148 (0.2226) loss_rec_sfr: 0.2747 (0.2913) loss_cl: -0.2778 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [02:57:39.607095] Epoch: [176] [2080/2904] eta: 0:10:21 lr: 0.002213 loss: 0.1907 (0.1968) loss_rec_all: 0.2166 (0.2227) loss_rec_sfr: 0.2778 (0.2916) loss_cl: -0.2790 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [02:57:54.506949] Epoch: [176] [2100/2904] eta: 0:10:06 lr: 0.002213 loss: 0.1857 (0.1968) loss_rec_all: 0.2117 (0.2226) loss_rec_sfr: 0.2679 (0.2914) loss_cl: -0.2800 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [02:58:09.417120] Epoch: [176] [2120/2904] eta: 0:09:51 lr: 0.002213 loss: 0.1873 (0.1969) loss_rec_all: 0.2134 (0.2227) loss_rec_sfr: 0.2816 (0.2917) loss_cl: -0.2797 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [02:58:24.332435] Epoch: [176] [2140/2904] eta: 0:09:36 lr: 0.002213 loss: 0.1867 (0.1969) loss_rec_all: 0.2129 (0.2227) loss_rec_sfr: 0.2744 (0.2917) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [02:58:39.237716] Epoch: [176] [2160/2904] eta: 0:09:21 lr: 0.002213 loss: 0.1882 (0.1969) loss_rec_all: 0.2140 (0.2227) loss_rec_sfr: 0.2769 (0.2917) loss_cl: -0.2777 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [02:58:54.148175] Epoch: [176] [2180/2904] eta: 0:09:05 lr: 0.002213 loss: 0.1862 (0.1968) loss_rec_all: 0.2122 (0.2226) loss_rec_sfr: 0.2491 (0.2915) loss_cl: -0.2785 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [02:59:09.052454] Epoch: [176] [2200/2904] eta: 0:08:50 lr: 0.002213 loss: 0.1846 (0.1967) loss_rec_all: 0.2104 (0.2226) loss_rec_sfr: 0.2685 (0.2912) loss_cl: -0.2791 (-0.2788) time: 0.7452 data: 0.0003 max mem: 29860 [02:59:23.955383] Epoch: [176] [2220/2904] eta: 0:08:35 lr: 0.002213 loss: 0.1874 (0.1968) loss_rec_all: 0.2138 (0.2226) loss_rec_sfr: 0.2676 (0.2912) loss_cl: -0.2791 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [02:59:38.864520] Epoch: [176] [2240/2904] eta: 0:08:20 lr: 0.002213 loss: 0.1863 (0.1967) loss_rec_all: 0.2124 (0.2225) loss_rec_sfr: 0.2800 (0.2910) loss_cl: -0.2802 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [02:59:53.772664] Epoch: [176] [2260/2904] eta: 0:08:05 lr: 0.002213 loss: 0.1878 (0.1967) loss_rec_all: 0.2140 (0.2225) loss_rec_sfr: 0.2677 (0.2909) loss_cl: -0.2792 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [03:00:08.685381] Epoch: [176] [2280/2904] eta: 0:07:50 lr: 0.002213 loss: 0.1861 (0.1966) loss_rec_all: 0.2124 (0.2225) loss_rec_sfr: 0.2722 (0.2906) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [03:00:23.599217] Epoch: [176] [2300/2904] eta: 0:07:35 lr: 0.002213 loss: 0.1903 (0.1966) loss_rec_all: 0.2161 (0.2225) loss_rec_sfr: 0.2692 (0.2907) loss_cl: -0.2784 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [03:00:38.508396] Epoch: [176] [2320/2904] eta: 0:07:20 lr: 0.002213 loss: 0.1880 (0.1967) loss_rec_all: 0.2140 (0.2226) loss_rec_sfr: 0.2808 (0.2910) loss_cl: -0.2792 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [03:00:53.421922] Epoch: [176] [2340/2904] eta: 0:07:04 lr: 0.002213 loss: 0.1894 (0.1967) loss_rec_all: 0.2155 (0.2226) loss_rec_sfr: 0.2734 (0.2909) loss_cl: -0.2799 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [03:01:08.333717] Epoch: [176] [2360/2904] eta: 0:06:49 lr: 0.002213 loss: 0.1875 (0.1968) loss_rec_all: 0.2133 (0.2226) loss_rec_sfr: 0.2841 (0.2911) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [03:01:23.249470] Epoch: [176] [2380/2904] eta: 0:06:34 lr: 0.002213 loss: 0.1859 (0.1967) loss_rec_all: 0.2118 (0.2226) loss_rec_sfr: 0.2709 (0.2910) loss_cl: -0.2782 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [03:01:38.157217] Epoch: [176] [2400/2904] eta: 0:06:19 lr: 0.002213 loss: 0.1838 (0.1966) loss_rec_all: 0.2100 (0.2225) loss_rec_sfr: 0.2782 (0.2908) loss_cl: -0.2788 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [03:01:53.068141] Epoch: [176] [2420/2904] eta: 0:06:04 lr: 0.002213 loss: 0.1892 (0.1966) loss_rec_all: 0.2153 (0.2225) loss_rec_sfr: 0.2580 (0.2906) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [03:02:07.987916] Epoch: [176] [2440/2904] eta: 0:05:49 lr: 0.002213 loss: 0.1840 (0.1966) loss_rec_all: 0.2102 (0.2224) loss_rec_sfr: 0.2656 (0.2904) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [03:02:22.895083] Epoch: [176] [2460/2904] eta: 0:05:34 lr: 0.002213 loss: 0.1882 (0.1965) loss_rec_all: 0.2145 (0.2223) loss_rec_sfr: 0.2586 (0.2901) loss_cl: -0.2795 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [03:02:37.803472] Epoch: [176] [2480/2904] eta: 0:05:19 lr: 0.002213 loss: 0.1842 (0.1965) loss_rec_all: 0.2106 (0.2223) loss_rec_sfr: 0.2689 (0.2901) loss_cl: -0.2783 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [03:02:52.708262] Epoch: [176] [2500/2904] eta: 0:05:04 lr: 0.002213 loss: 0.1841 (0.1965) loss_rec_all: 0.2101 (0.2223) loss_rec_sfr: 0.2741 (0.2900) loss_cl: -0.2795 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [03:03:07.605115] Epoch: [176] [2520/2904] eta: 0:04:49 lr: 0.002213 loss: 0.1883 (0.1964) loss_rec_all: 0.2146 (0.2222) loss_rec_sfr: 0.2655 (0.2898) loss_cl: -0.2797 (-0.2788) time: 0.7448 data: 0.0002 max mem: 29860 [03:03:22.512654] Epoch: [176] [2540/2904] eta: 0:04:34 lr: 0.002213 loss: 0.1868 (0.1964) loss_rec_all: 0.2128 (0.2223) loss_rec_sfr: 0.2831 (0.2899) loss_cl: -0.2799 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [03:03:37.416547] Epoch: [176] [2560/2904] eta: 0:04:18 lr: 0.002213 loss: 0.1861 (0.1964) loss_rec_all: 0.2126 (0.2222) loss_rec_sfr: 0.2865 (0.2900) loss_cl: -0.2801 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [03:03:52.326027] Epoch: [176] [2580/2904] eta: 0:04:03 lr: 0.002213 loss: 0.1879 (0.1964) loss_rec_all: 0.2140 (0.2222) loss_rec_sfr: 0.2732 (0.2899) loss_cl: -0.2781 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [03:04:07.229213] Epoch: [176] [2600/2904] eta: 0:03:48 lr: 0.002213 loss: 0.1867 (0.1964) loss_rec_all: 0.2126 (0.2222) loss_rec_sfr: 0.2704 (0.2899) loss_cl: -0.2787 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [03:04:22.134603] Epoch: [176] [2620/2904] eta: 0:03:33 lr: 0.002213 loss: 0.1840 (0.1963) loss_rec_all: 0.2100 (0.2222) loss_rec_sfr: 0.2696 (0.2899) loss_cl: -0.2789 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [03:04:37.038972] Epoch: [176] [2640/2904] eta: 0:03:18 lr: 0.002213 loss: 0.1872 (0.1963) loss_rec_all: 0.2132 (0.2222) loss_rec_sfr: 0.2862 (0.2899) loss_cl: -0.2789 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [03:04:51.943941] Epoch: [176] [2660/2904] eta: 0:03:03 lr: 0.002213 loss: 0.1857 (0.1963) loss_rec_all: 0.2118 (0.2222) loss_rec_sfr: 0.2765 (0.2898) loss_cl: -0.2789 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [03:05:06.855827] Epoch: [176] [2680/2904] eta: 0:02:48 lr: 0.002213 loss: 0.1880 (0.1963) loss_rec_all: 0.2138 (0.2222) loss_rec_sfr: 0.2640 (0.2898) loss_cl: -0.2796 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [03:05:21.764687] Epoch: [176] [2700/2904] eta: 0:02:33 lr: 0.002213 loss: 0.1866 (0.1964) loss_rec_all: 0.2126 (0.2222) loss_rec_sfr: 0.2717 (0.2899) loss_cl: -0.2793 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [03:05:36.666744] Epoch: [176] [2720/2904] eta: 0:02:18 lr: 0.002213 loss: 0.1853 (0.1963) loss_rec_all: 0.2114 (0.2222) loss_rec_sfr: 0.2645 (0.2897) loss_cl: -0.2796 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [03:05:51.576794] Epoch: [176] [2740/2904] eta: 0:02:03 lr: 0.002213 loss: 0.1888 (0.1964) loss_rec_all: 0.2146 (0.2223) loss_rec_sfr: 0.2776 (0.2900) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [03:06:06.504468] Epoch: [176] [2760/2904] eta: 0:01:48 lr: 0.002213 loss: 0.1866 (0.1965) loss_rec_all: 0.2124 (0.2223) loss_rec_sfr: 0.2736 (0.2901) loss_cl: -0.2785 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [03:06:21.421728] Epoch: [176] [2780/2904] eta: 0:01:33 lr: 0.002213 loss: 0.1870 (0.1964) loss_rec_all: 0.2133 (0.2223) loss_rec_sfr: 0.2430 (0.2899) loss_cl: -0.2795 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [03:06:36.335865] Epoch: [176] [2800/2904] eta: 0:01:18 lr: 0.002213 loss: 0.1860 (0.1964) loss_rec_all: 0.2126 (0.2222) loss_rec_sfr: 0.2346 (0.2898) loss_cl: -0.2797 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [03:06:51.252773] Epoch: [176] [2820/2904] eta: 0:01:03 lr: 0.002213 loss: 0.1863 (0.1964) loss_rec_all: 0.2122 (0.2222) loss_rec_sfr: 0.2747 (0.2898) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [03:07:06.226779] Epoch: [176] [2840/2904] eta: 0:00:48 lr: 0.002213 loss: 0.1826 (0.1963) loss_rec_all: 0.2085 (0.2222) loss_rec_sfr: 0.2441 (0.2896) loss_cl: -0.2788 (-0.2788) time: 0.7487 data: 0.0031 max mem: 29860 [03:07:21.136581] Epoch: [176] [2860/2904] eta: 0:00:33 lr: 0.002213 loss: 0.1899 (0.1964) loss_rec_all: 0.2158 (0.2222) loss_rec_sfr: 0.2811 (0.2897) loss_cl: -0.2790 (-0.2788) time: 0.7454 data: 0.0001 max mem: 29860 [03:07:36.044881] Epoch: [176] [2880/2904] eta: 0:00:18 lr: 0.002213 loss: 0.1851 (0.1963) loss_rec_all: 0.2110 (0.2222) loss_rec_sfr: 0.2672 (0.2896) loss_cl: -0.2786 (-0.2788) time: 0.7454 data: 0.0001 max mem: 29860 [03:07:50.951284] Epoch: [176] [2900/2904] eta: 0:00:03 lr: 0.002213 loss: 0.1863 (0.1964) loss_rec_all: 0.2123 (0.2222) loss_rec_sfr: 0.2727 (0.2896) loss_cl: -0.2790 (-0.2788) time: 0.7453 data: 0.0001 max mem: 29860 [03:07:53.193209] Epoch: [176] [2903/2904] eta: 0:00:00 lr: 0.002213 loss: 0.1852 (0.1963) loss_rec_all: 0.2116 (0.2222) loss_rec_sfr: 0.2650 (0.2896) loss_cl: -0.2791 (-0.2788) time: 0.7452 data: 0.0001 max mem: 29860 [03:07:55.427235] Epoch: [176] Total time: 0:36:25 (0.7528 s / it) [03:07:55.429352] Averaged stats: lr: 0.002213 loss: 0.1852 (0.1994) loss_rec_all: 0.2116 (0.2229) loss_rec_sfr: 0.2650 (0.2910) loss_cl: -0.2791 (-0.2555) [03:07:55.435421] log_dir: ./checkpoint/VF2_ViT-B [03:08:12.986031] Epoch: [177] [ 0/2904] eta: 14:09:23 lr: 0.002213 loss: 0.1695 (0.1695) loss_rec_all: 0.1961 (0.1961) loss_rec_sfr: 0.2090 (0.2090) loss_cl: -0.2801 (-0.2801) time: 17.5495 data: 12.1355 max mem: 29860 [03:08:30.165868] Epoch: [177] [ 20/2904] eta: 1:19:29 lr: 0.002213 loss: 0.1845 (0.1981) loss_rec_all: 0.2108 (0.2239) loss_rec_sfr: 0.2678 (0.3006) loss_cl: -0.2798 (-0.2797) time: 0.8589 data: 0.0779 max mem: 29860 [03:08:45.108560] Epoch: [177] [ 40/2904] eta: 0:57:49 lr: 0.002213 loss: 0.1913 (0.1984) loss_rec_all: 0.2171 (0.2242) loss_rec_sfr: 0.2729 (0.2964) loss_cl: -0.2788 (-0.2791) time: 0.7470 data: 0.0004 max mem: 29860 [03:09:00.060510] Epoch: [177] [ 60/2904] eta: 0:50:12 lr: 0.002213 loss: 0.1901 (0.2002) loss_rec_all: 0.2159 (0.2260) loss_rec_sfr: 0.2645 (0.2982) loss_cl: -0.2790 (-0.2790) time: 0.7475 data: 0.0003 max mem: 29860 [03:09:15.008044] Epoch: [177] [ 80/2904] eta: 0:46:13 lr: 0.002213 loss: 0.1854 (0.1996) loss_rec_all: 0.2114 (0.2254) loss_rec_sfr: 0.2699 (0.2975) loss_cl: -0.2791 (-0.2790) time: 0.7473 data: 0.0003 max mem: 29860 [03:09:29.975831] Epoch: [177] [ 100/2904] eta: 0:43:44 lr: 0.002213 loss: 0.1891 (0.1997) loss_rec_all: 0.2153 (0.2255) loss_rec_sfr: 0.2820 (0.3018) loss_cl: -0.2787 (-0.2790) time: 0.7483 data: 0.0003 max mem: 29860 [03:09:44.954586] Epoch: [177] [ 120/2904] eta: 0:41:59 lr: 0.002213 loss: 0.1809 (0.1979) loss_rec_all: 0.2070 (0.2238) loss_rec_sfr: 0.2643 (0.2966) loss_cl: -0.2791 (-0.2789) time: 0.7489 data: 0.0003 max mem: 29860 [03:09:59.932073] Epoch: [177] [ 140/2904] eta: 0:40:40 lr: 0.002213 loss: 0.1875 (0.1977) loss_rec_all: 0.2133 (0.2235) loss_rec_sfr: 0.2656 (0.2952) loss_cl: -0.2785 (-0.2789) time: 0.7488 data: 0.0005 max mem: 29860 [03:10:14.910357] Epoch: [177] [ 160/2904] eta: 0:39:36 lr: 0.002213 loss: 0.1868 (0.1982) loss_rec_all: 0.2131 (0.2240) loss_rec_sfr: 0.2682 (0.2964) loss_cl: -0.2788 (-0.2788) time: 0.7489 data: 0.0002 max mem: 29860 [03:10:29.864131] Epoch: [177] [ 180/2904] eta: 0:38:43 lr: 0.002212 loss: 0.1876 (0.1980) loss_rec_all: 0.2134 (0.2238) loss_rec_sfr: 0.2745 (0.2953) loss_cl: -0.2793 (-0.2789) time: 0.7476 data: 0.0003 max mem: 29860 [03:10:44.805882] Epoch: [177] [ 200/2904] eta: 0:37:58 lr: 0.002212 loss: 0.1884 (0.1987) loss_rec_all: 0.2146 (0.2245) loss_rec_sfr: 0.2666 (0.2973) loss_cl: -0.2791 (-0.2789) time: 0.7470 data: 0.0003 max mem: 29860 [03:10:59.735113] Epoch: [177] [ 220/2904] eta: 0:37:18 lr: 0.002212 loss: 0.1886 (0.1989) loss_rec_all: 0.2143 (0.2247) loss_rec_sfr: 0.2704 (0.2975) loss_cl: -0.2787 (-0.2789) time: 0.7464 data: 0.0003 max mem: 29860 [03:11:14.680901] Epoch: [177] [ 240/2904] eta: 0:36:42 lr: 0.002212 loss: 0.1811 (0.1977) loss_rec_all: 0.2077 (0.2236) loss_rec_sfr: 0.2413 (0.2939) loss_cl: -0.2797 (-0.2790) time: 0.7472 data: 0.0002 max mem: 29860 [03:11:29.619433] Epoch: [177] [ 260/2904] eta: 0:36:09 lr: 0.002212 loss: 0.1884 (0.1979) loss_rec_all: 0.2143 (0.2237) loss_rec_sfr: 0.2777 (0.2947) loss_cl: -0.2786 (-0.2789) time: 0.7469 data: 0.0003 max mem: 29860 [03:11:44.542680] Epoch: [177] [ 280/2904] eta: 0:35:39 lr: 0.002212 loss: 0.1897 (0.1978) loss_rec_all: 0.2156 (0.2236) loss_rec_sfr: 0.2771 (0.2942) loss_cl: -0.2784 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [03:11:59.462023] Epoch: [177] [ 300/2904] eta: 0:35:10 lr: 0.002212 loss: 0.1839 (0.1975) loss_rec_all: 0.2097 (0.2234) loss_rec_sfr: 0.2824 (0.2950) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [03:12:14.366490] Epoch: [177] [ 320/2904] eta: 0:34:44 lr: 0.002212 loss: 0.1855 (0.1971) loss_rec_all: 0.2114 (0.2229) loss_rec_sfr: 0.2762 (0.2942) loss_cl: -0.2788 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [03:12:29.260806] Epoch: [177] [ 340/2904] eta: 0:34:18 lr: 0.002212 loss: 0.1869 (0.1971) loss_rec_all: 0.2129 (0.2229) loss_rec_sfr: 0.2651 (0.2935) loss_cl: -0.2789 (-0.2788) time: 0.7447 data: 0.0002 max mem: 29860 [03:12:44.158914] Epoch: [177] [ 360/2904] eta: 0:33:54 lr: 0.002212 loss: 0.1851 (0.1965) loss_rec_all: 0.2111 (0.2224) loss_rec_sfr: 0.2658 (0.2914) loss_cl: -0.2798 (-0.2789) time: 0.7449 data: 0.0002 max mem: 29860 [03:12:59.073977] Epoch: [177] [ 380/2904] eta: 0:33:31 lr: 0.002212 loss: 0.1863 (0.1967) loss_rec_all: 0.2123 (0.2225) loss_rec_sfr: 0.2692 (0.2916) loss_cl: -0.2796 (-0.2789) time: 0.7457 data: 0.0003 max mem: 29860 [03:13:14.015122] Epoch: [177] [ 400/2904] eta: 0:33:09 lr: 0.002212 loss: 0.1841 (0.1962) loss_rec_all: 0.2101 (0.2221) loss_rec_sfr: 0.2693 (0.2903) loss_cl: -0.2787 (-0.2789) time: 0.7470 data: 0.0002 max mem: 29860 [03:13:28.963016] Epoch: [177] [ 420/2904] eta: 0:32:47 lr: 0.002212 loss: 0.1858 (0.1963) loss_rec_all: 0.2119 (0.2221) loss_rec_sfr: 0.2649 (0.2901) loss_cl: -0.2775 (-0.2788) time: 0.7474 data: 0.0002 max mem: 29860 [03:13:43.909832] Epoch: [177] [ 440/2904] eta: 0:32:26 lr: 0.002212 loss: 0.1832 (0.1961) loss_rec_all: 0.2094 (0.2219) loss_rec_sfr: 0.2629 (0.2894) loss_cl: -0.2794 (-0.2788) time: 0.7473 data: 0.0003 max mem: 29860 [03:13:58.850619] Epoch: [177] [ 460/2904] eta: 0:32:06 lr: 0.002212 loss: 0.1876 (0.1957) loss_rec_all: 0.2137 (0.2216) loss_rec_sfr: 0.2658 (0.2880) loss_cl: -0.2794 (-0.2789) time: 0.7470 data: 0.0002 max mem: 29860 [03:14:13.794104] Epoch: [177] [ 480/2904] eta: 0:31:46 lr: 0.002212 loss: 0.1893 (0.1954) loss_rec_all: 0.2152 (0.2213) loss_rec_sfr: 0.2666 (0.2866) loss_cl: -0.2790 (-0.2789) time: 0.7471 data: 0.0002 max mem: 29860 [03:14:28.718823] Epoch: [177] [ 500/2904] eta: 0:31:27 lr: 0.002212 loss: 0.1854 (0.1953) loss_rec_all: 0.2114 (0.2212) loss_rec_sfr: 0.2700 (0.2866) loss_cl: -0.2790 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [03:14:43.645447] Epoch: [177] [ 520/2904] eta: 0:31:07 lr: 0.002212 loss: 0.1883 (0.1954) loss_rec_all: 0.2142 (0.2212) loss_rec_sfr: 0.2739 (0.2869) loss_cl: -0.2793 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [03:14:58.574246] Epoch: [177] [ 540/2904] eta: 0:30:48 lr: 0.002212 loss: 0.1822 (0.1951) loss_rec_all: 0.2082 (0.2209) loss_rec_sfr: 0.2581 (0.2858) loss_cl: -0.2792 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [03:15:13.506149] Epoch: [177] [ 560/2904] eta: 0:30:30 lr: 0.002212 loss: 0.1899 (0.1952) loss_rec_all: 0.2157 (0.2211) loss_rec_sfr: 0.2721 (0.2865) loss_cl: -0.2790 (-0.2789) time: 0.7466 data: 0.0002 max mem: 29860 [03:15:28.441188] Epoch: [177] [ 580/2904] eta: 0:30:11 lr: 0.002212 loss: 0.1874 (0.1952) loss_rec_all: 0.2134 (0.2211) loss_rec_sfr: 0.2703 (0.2865) loss_cl: -0.2801 (-0.2789) time: 0.7467 data: 0.0002 max mem: 29860 [03:15:43.360221] Epoch: [177] [ 600/2904] eta: 0:29:53 lr: 0.002212 loss: 0.1851 (0.1951) loss_rec_all: 0.2112 (0.2210) loss_rec_sfr: 0.2739 (0.2864) loss_cl: -0.2798 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [03:15:58.276141] Epoch: [177] [ 620/2904] eta: 0:29:35 lr: 0.002212 loss: 0.1908 (0.1955) loss_rec_all: 0.2170 (0.2214) loss_rec_sfr: 0.2812 (0.2876) loss_cl: -0.2785 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [03:16:13.200470] Epoch: [177] [ 640/2904] eta: 0:29:17 lr: 0.002212 loss: 0.1887 (0.1957) loss_rec_all: 0.2146 (0.2216) loss_rec_sfr: 0.2782 (0.2884) loss_cl: -0.2779 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [03:16:28.123553] Epoch: [177] [ 660/2904] eta: 0:29:00 lr: 0.002212 loss: 0.1915 (0.1959) loss_rec_all: 0.2175 (0.2217) loss_rec_sfr: 0.2706 (0.2889) loss_cl: -0.2789 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [03:16:43.046122] Epoch: [177] [ 680/2904] eta: 0:28:42 lr: 0.002212 loss: 0.1846 (0.1958) loss_rec_all: 0.2107 (0.2217) loss_rec_sfr: 0.2652 (0.2888) loss_cl: -0.2785 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [03:16:57.960893] Epoch: [177] [ 700/2904] eta: 0:28:25 lr: 0.002212 loss: 0.1844 (0.1958) loss_rec_all: 0.2107 (0.2217) loss_rec_sfr: 0.2680 (0.2887) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [03:17:12.877311] Epoch: [177] [ 720/2904] eta: 0:28:08 lr: 0.002212 loss: 0.1864 (0.1957) loss_rec_all: 0.2124 (0.2216) loss_rec_sfr: 0.2735 (0.2883) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [03:17:27.795681] Epoch: [177] [ 740/2904] eta: 0:27:51 lr: 0.002212 loss: 0.1890 (0.1961) loss_rec_all: 0.2152 (0.2219) loss_rec_sfr: 0.2696 (0.2893) loss_cl: -0.2795 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [03:17:42.716007] Epoch: [177] [ 760/2904] eta: 0:27:34 lr: 0.002212 loss: 0.1851 (0.1960) loss_rec_all: 0.2112 (0.2219) loss_rec_sfr: 0.2607 (0.2891) loss_cl: -0.2796 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [03:17:57.634528] Epoch: [177] [ 780/2904] eta: 0:27:17 lr: 0.002212 loss: 0.1848 (0.1962) loss_rec_all: 0.2108 (0.2220) loss_rec_sfr: 0.2758 (0.2899) loss_cl: -0.2789 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [03:18:12.550918] Epoch: [177] [ 800/2904] eta: 0:27:00 lr: 0.002212 loss: 0.1845 (0.1960) loss_rec_all: 0.2104 (0.2218) loss_rec_sfr: 0.2705 (0.2893) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [03:18:27.470623] Epoch: [177] [ 820/2904] eta: 0:26:44 lr: 0.002212 loss: 0.1858 (0.1961) loss_rec_all: 0.2123 (0.2220) loss_rec_sfr: 0.2286 (0.2893) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [03:18:42.384781] Epoch: [177] [ 840/2904] eta: 0:26:27 lr: 0.002212 loss: 0.1849 (0.1963) loss_rec_all: 0.2115 (0.2221) loss_rec_sfr: 0.2826 (0.2901) loss_cl: -0.2795 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [03:18:57.300972] Epoch: [177] [ 860/2904] eta: 0:26:11 lr: 0.002212 loss: 0.1901 (0.1965) loss_rec_all: 0.2161 (0.2223) loss_rec_sfr: 0.2692 (0.2907) loss_cl: -0.2792 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [03:19:12.220940] Epoch: [177] [ 880/2904] eta: 0:25:54 lr: 0.002212 loss: 0.1908 (0.1968) loss_rec_all: 0.2165 (0.2227) loss_rec_sfr: 0.2888 (0.2917) loss_cl: -0.2780 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [03:19:27.141807] Epoch: [177] [ 900/2904] eta: 0:25:38 lr: 0.002212 loss: 0.1853 (0.1969) loss_rec_all: 0.2111 (0.2227) loss_rec_sfr: 0.2852 (0.2922) loss_cl: -0.2784 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [03:19:42.061894] Epoch: [177] [ 920/2904] eta: 0:25:22 lr: 0.002212 loss: 0.1862 (0.1967) loss_rec_all: 0.2124 (0.2226) loss_rec_sfr: 0.2732 (0.2917) loss_cl: -0.2791 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [03:19:56.979409] Epoch: [177] [ 940/2904] eta: 0:25:05 lr: 0.002212 loss: 0.1857 (0.1967) loss_rec_all: 0.2121 (0.2226) loss_rec_sfr: 0.2625 (0.2915) loss_cl: -0.2794 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [03:20:11.894242] Epoch: [177] [ 960/2904] eta: 0:24:49 lr: 0.002212 loss: 0.1873 (0.1967) loss_rec_all: 0.2130 (0.2226) loss_rec_sfr: 0.2735 (0.2916) loss_cl: -0.2783 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [03:20:26.805320] Epoch: [177] [ 980/2904] eta: 0:24:33 lr: 0.002212 loss: 0.1865 (0.1968) loss_rec_all: 0.2128 (0.2226) loss_rec_sfr: 0.2794 (0.2918) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [03:20:41.723046] Epoch: [177] [1000/2904] eta: 0:24:17 lr: 0.002212 loss: 0.1897 (0.1969) loss_rec_all: 0.2155 (0.2227) loss_rec_sfr: 0.2706 (0.2922) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [03:20:56.645650] Epoch: [177] [1020/2904] eta: 0:24:01 lr: 0.002212 loss: 0.1819 (0.1967) loss_rec_all: 0.2081 (0.2225) loss_rec_sfr: 0.2285 (0.2914) loss_cl: -0.2781 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [03:21:11.568839] Epoch: [177] [1040/2904] eta: 0:23:45 lr: 0.002212 loss: 0.1838 (0.1967) loss_rec_all: 0.2102 (0.2225) loss_rec_sfr: 0.2690 (0.2911) loss_cl: -0.2781 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [03:21:26.493301] Epoch: [177] [1060/2904] eta: 0:23:29 lr: 0.002212 loss: 0.1841 (0.1966) loss_rec_all: 0.2107 (0.2224) loss_rec_sfr: 0.2672 (0.2907) loss_cl: -0.2794 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [03:21:41.417467] Epoch: [177] [1080/2904] eta: 0:23:13 lr: 0.002212 loss: 0.1898 (0.1967) loss_rec_all: 0.2160 (0.2225) loss_rec_sfr: 0.2718 (0.2911) loss_cl: -0.2799 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [03:21:56.340872] Epoch: [177] [1100/2904] eta: 0:22:57 lr: 0.002212 loss: 0.1895 (0.1967) loss_rec_all: 0.2158 (0.2226) loss_rec_sfr: 0.2545 (0.2909) loss_cl: -0.2789 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [03:22:11.260557] Epoch: [177] [1120/2904] eta: 0:22:41 lr: 0.002212 loss: 0.1871 (0.1966) loss_rec_all: 0.2132 (0.2224) loss_rec_sfr: 0.2607 (0.2904) loss_cl: -0.2776 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [03:22:26.177013] Epoch: [177] [1140/2904] eta: 0:22:26 lr: 0.002212 loss: 0.1893 (0.1967) loss_rec_all: 0.2158 (0.2226) loss_rec_sfr: 0.2843 (0.2908) loss_cl: -0.2780 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [03:22:41.095968] Epoch: [177] [1160/2904] eta: 0:22:10 lr: 0.002212 loss: 0.1881 (0.1967) loss_rec_all: 0.2139 (0.2225) loss_rec_sfr: 0.2780 (0.2907) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [03:22:56.017310] Epoch: [177] [1180/2904] eta: 0:21:54 lr: 0.002212 loss: 0.1854 (0.1966) loss_rec_all: 0.2117 (0.2225) loss_rec_sfr: 0.2706 (0.2905) loss_cl: -0.2794 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [03:23:10.943386] Epoch: [177] [1200/2904] eta: 0:21:38 lr: 0.002212 loss: 0.1862 (0.1967) loss_rec_all: 0.2121 (0.2225) loss_rec_sfr: 0.2708 (0.2908) loss_cl: -0.2788 (-0.2788) time: 0.7462 data: 0.0004 max mem: 29860 [03:23:25.870060] Epoch: [177] [1220/2904] eta: 0:21:23 lr: 0.002212 loss: 0.1874 (0.1968) loss_rec_all: 0.2134 (0.2227) loss_rec_sfr: 0.2816 (0.2914) loss_cl: -0.2798 (-0.2788) time: 0.7463 data: 0.0004 max mem: 29860 [03:23:40.799472] Epoch: [177] [1240/2904] eta: 0:21:07 lr: 0.002212 loss: 0.1888 (0.1969) loss_rec_all: 0.2151 (0.2227) loss_rec_sfr: 0.2660 (0.2915) loss_cl: -0.2785 (-0.2788) time: 0.7464 data: 0.0003 max mem: 29860 [03:23:55.714179] Epoch: [177] [1260/2904] eta: 0:20:51 lr: 0.002212 loss: 0.1840 (0.1967) loss_rec_all: 0.2102 (0.2225) loss_rec_sfr: 0.2402 (0.2908) loss_cl: -0.2784 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [03:24:10.630063] Epoch: [177] [1280/2904] eta: 0:20:36 lr: 0.002211 loss: 0.1909 (0.1967) loss_rec_all: 0.2166 (0.2226) loss_rec_sfr: 0.2769 (0.2909) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [03:24:25.566076] Epoch: [177] [1300/2904] eta: 0:20:20 lr: 0.002211 loss: 0.1887 (0.1969) loss_rec_all: 0.2146 (0.2227) loss_rec_sfr: 0.2680 (0.2913) loss_cl: -0.2797 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [03:24:40.480758] Epoch: [177] [1320/2904] eta: 0:20:05 lr: 0.002211 loss: 0.1863 (0.1970) loss_rec_all: 0.2124 (0.2228) loss_rec_sfr: 0.2644 (0.2915) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [03:24:55.404158] Epoch: [177] [1340/2904] eta: 0:19:49 lr: 0.002211 loss: 0.1847 (0.1970) loss_rec_all: 0.2106 (0.2228) loss_rec_sfr: 0.2747 (0.2917) loss_cl: -0.2778 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [03:25:10.335056] Epoch: [177] [1360/2904] eta: 0:19:33 lr: 0.002211 loss: 0.1908 (0.1970) loss_rec_all: 0.2163 (0.2229) loss_rec_sfr: 0.2827 (0.2919) loss_cl: -0.2772 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [03:25:25.252948] Epoch: [177] [1380/2904] eta: 0:19:18 lr: 0.002211 loss: 0.1864 (0.1970) loss_rec_all: 0.2122 (0.2228) loss_rec_sfr: 0.2683 (0.2917) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [03:25:40.176649] Epoch: [177] [1400/2904] eta: 0:19:02 lr: 0.002211 loss: 0.1894 (0.1971) loss_rec_all: 0.2155 (0.2229) loss_rec_sfr: 0.2638 (0.2917) loss_cl: -0.2788 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [03:25:55.096298] Epoch: [177] [1420/2904] eta: 0:18:47 lr: 0.002211 loss: 0.1850 (0.1971) loss_rec_all: 0.2110 (0.2229) loss_rec_sfr: 0.2837 (0.2920) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [03:26:10.019789] Epoch: [177] [1440/2904] eta: 0:18:31 lr: 0.002211 loss: 0.1897 (0.1971) loss_rec_all: 0.2157 (0.2229) loss_rec_sfr: 0.2752 (0.2922) loss_cl: -0.2789 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [03:26:24.940787] Epoch: [177] [1460/2904] eta: 0:18:16 lr: 0.002211 loss: 0.1904 (0.1971) loss_rec_all: 0.2163 (0.2229) loss_rec_sfr: 0.2847 (0.2922) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [03:26:39.861806] Epoch: [177] [1480/2904] eta: 0:18:01 lr: 0.002211 loss: 0.1848 (0.1970) loss_rec_all: 0.2110 (0.2228) loss_rec_sfr: 0.2538 (0.2918) loss_cl: -0.2798 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [03:26:54.774313] Epoch: [177] [1500/2904] eta: 0:17:45 lr: 0.002211 loss: 0.1932 (0.1970) loss_rec_all: 0.2194 (0.2229) loss_rec_sfr: 0.2719 (0.2919) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [03:27:09.690906] Epoch: [177] [1520/2904] eta: 0:17:30 lr: 0.002211 loss: 0.1824 (0.1970) loss_rec_all: 0.2088 (0.2228) loss_rec_sfr: 0.2645 (0.2918) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [03:27:24.612531] Epoch: [177] [1540/2904] eta: 0:17:14 lr: 0.002211 loss: 0.1924 (0.1971) loss_rec_all: 0.2185 (0.2230) loss_rec_sfr: 0.2795 (0.2923) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [03:27:39.530000] Epoch: [177] [1560/2904] eta: 0:16:59 lr: 0.002211 loss: 0.1844 (0.1971) loss_rec_all: 0.2102 (0.2229) loss_rec_sfr: 0.2772 (0.2921) loss_cl: -0.2781 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [03:27:54.452195] Epoch: [177] [1580/2904] eta: 0:16:44 lr: 0.002211 loss: 0.1907 (0.1972) loss_rec_all: 0.2167 (0.2230) loss_rec_sfr: 0.2729 (0.2924) loss_cl: -0.2786 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [03:28:09.372179] Epoch: [177] [1600/2904] eta: 0:16:28 lr: 0.002211 loss: 0.1878 (0.1973) loss_rec_all: 0.2142 (0.2231) loss_rec_sfr: 0.2721 (0.2926) loss_cl: -0.2784 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [03:28:24.296320] Epoch: [177] [1620/2904] eta: 0:16:13 lr: 0.002211 loss: 0.1859 (0.1973) loss_rec_all: 0.2117 (0.2231) loss_rec_sfr: 0.2812 (0.2929) loss_cl: -0.2791 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [03:28:39.216281] Epoch: [177] [1640/2904] eta: 0:15:57 lr: 0.002211 loss: 0.1853 (0.1972) loss_rec_all: 0.2112 (0.2230) loss_rec_sfr: 0.2691 (0.2926) loss_cl: -0.2794 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [03:28:54.135853] Epoch: [177] [1660/2904] eta: 0:15:42 lr: 0.002211 loss: 0.1850 (0.1972) loss_rec_all: 0.2109 (0.2230) loss_rec_sfr: 0.2794 (0.2925) loss_cl: -0.2783 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [03:29:09.052012] Epoch: [177] [1680/2904] eta: 0:15:27 lr: 0.002211 loss: 0.1856 (0.1972) loss_rec_all: 0.2120 (0.2230) loss_rec_sfr: 0.2655 (0.2925) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [03:29:23.968984] Epoch: [177] [1700/2904] eta: 0:15:11 lr: 0.002211 loss: 0.1859 (0.1971) loss_rec_all: 0.2123 (0.2230) loss_rec_sfr: 0.2381 (0.2923) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [03:29:38.889088] Epoch: [177] [1720/2904] eta: 0:14:56 lr: 0.002211 loss: 0.1888 (0.1972) loss_rec_all: 0.2146 (0.2230) loss_rec_sfr: 0.2824 (0.2925) loss_cl: -0.2794 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [03:29:53.804480] Epoch: [177] [1740/2904] eta: 0:14:41 lr: 0.002211 loss: 0.1821 (0.1971) loss_rec_all: 0.2086 (0.2230) loss_rec_sfr: 0.2372 (0.2921) loss_cl: -0.2797 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [03:30:08.723588] Epoch: [177] [1760/2904] eta: 0:14:26 lr: 0.002211 loss: 0.1871 (0.1971) loss_rec_all: 0.2130 (0.2230) loss_rec_sfr: 0.2860 (0.2922) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [03:30:23.640166] Epoch: [177] [1780/2904] eta: 0:14:10 lr: 0.002211 loss: 0.1855 (0.1971) loss_rec_all: 0.2117 (0.2229) loss_rec_sfr: 0.2695 (0.2921) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [03:30:38.558144] Epoch: [177] [1800/2904] eta: 0:13:55 lr: 0.002211 loss: 0.1894 (0.1971) loss_rec_all: 0.2152 (0.2229) loss_rec_sfr: 0.2680 (0.2920) loss_cl: -0.2779 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [03:30:53.481581] Epoch: [177] [1820/2904] eta: 0:13:40 lr: 0.002211 loss: 0.1851 (0.1970) loss_rec_all: 0.2110 (0.2228) loss_rec_sfr: 0.2547 (0.2917) loss_cl: -0.2785 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [03:31:08.399848] Epoch: [177] [1840/2904] eta: 0:13:25 lr: 0.002211 loss: 0.1842 (0.1970) loss_rec_all: 0.2105 (0.2228) loss_rec_sfr: 0.2775 (0.2917) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [03:31:23.317795] Epoch: [177] [1860/2904] eta: 0:13:09 lr: 0.002211 loss: 0.1822 (0.1969) loss_rec_all: 0.2081 (0.2228) loss_rec_sfr: 0.2766 (0.2917) loss_cl: -0.2783 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [03:31:38.240111] Epoch: [177] [1880/2904] eta: 0:12:54 lr: 0.002211 loss: 0.1938 (0.1970) loss_rec_all: 0.2198 (0.2229) loss_rec_sfr: 0.2650 (0.2919) loss_cl: -0.2786 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [03:31:53.160259] Epoch: [177] [1900/2904] eta: 0:12:39 lr: 0.002211 loss: 0.1837 (0.1969) loss_rec_all: 0.2100 (0.2228) loss_rec_sfr: 0.2657 (0.2916) loss_cl: -0.2798 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [03:32:08.085760] Epoch: [177] [1920/2904] eta: 0:12:24 lr: 0.002211 loss: 0.1895 (0.1969) loss_rec_all: 0.2155 (0.2228) loss_rec_sfr: 0.2820 (0.2915) loss_cl: -0.2799 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [03:32:23.007148] Epoch: [177] [1940/2904] eta: 0:12:08 lr: 0.002211 loss: 0.1885 (0.1970) loss_rec_all: 0.2145 (0.2228) loss_rec_sfr: 0.2648 (0.2916) loss_cl: -0.2798 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [03:32:37.926180] Epoch: [177] [1960/2904] eta: 0:11:53 lr: 0.002211 loss: 0.1883 (0.1970) loss_rec_all: 0.2139 (0.2229) loss_rec_sfr: 0.2706 (0.2917) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [03:32:52.839773] Epoch: [177] [1980/2904] eta: 0:11:38 lr: 0.002211 loss: 0.1844 (0.1970) loss_rec_all: 0.2105 (0.2228) loss_rec_sfr: 0.2654 (0.2916) loss_cl: -0.2783 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [03:33:07.751716] Epoch: [177] [2000/2904] eta: 0:11:23 lr: 0.002211 loss: 0.1867 (0.1970) loss_rec_all: 0.2124 (0.2229) loss_rec_sfr: 0.2632 (0.2917) loss_cl: -0.2778 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [03:33:22.661293] Epoch: [177] [2020/2904] eta: 0:11:07 lr: 0.002211 loss: 0.1880 (0.1970) loss_rec_all: 0.2137 (0.2229) loss_rec_sfr: 0.2749 (0.2918) loss_cl: -0.2783 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [03:33:37.568820] Epoch: [177] [2040/2904] eta: 0:10:52 lr: 0.002211 loss: 0.1856 (0.1971) loss_rec_all: 0.2119 (0.2229) loss_rec_sfr: 0.2708 (0.2918) loss_cl: -0.2794 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [03:33:52.482217] Epoch: [177] [2060/2904] eta: 0:10:37 lr: 0.002211 loss: 0.1885 (0.1970) loss_rec_all: 0.2144 (0.2229) loss_rec_sfr: 0.2670 (0.2916) loss_cl: -0.2799 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [03:34:07.391242] Epoch: [177] [2080/2904] eta: 0:10:22 lr: 0.002211 loss: 0.1905 (0.1971) loss_rec_all: 0.2167 (0.2229) loss_rec_sfr: 0.2671 (0.2916) loss_cl: -0.2792 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [03:34:22.307852] Epoch: [177] [2100/2904] eta: 0:10:07 lr: 0.002211 loss: 0.1881 (0.1971) loss_rec_all: 0.2142 (0.2230) loss_rec_sfr: 0.2787 (0.2918) loss_cl: -0.2775 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [03:34:37.225571] Epoch: [177] [2120/2904] eta: 0:09:52 lr: 0.002211 loss: 0.1881 (0.1971) loss_rec_all: 0.2141 (0.2229) loss_rec_sfr: 0.2702 (0.2918) loss_cl: -0.2782 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [03:34:52.169877] Epoch: [177] [2140/2904] eta: 0:09:36 lr: 0.002211 loss: 0.1874 (0.1971) loss_rec_all: 0.2132 (0.2230) loss_rec_sfr: 0.2735 (0.2918) loss_cl: -0.2795 (-0.2788) time: 0.7472 data: 0.0003 max mem: 29860 [03:35:07.118129] Epoch: [177] [2160/2904] eta: 0:09:21 lr: 0.002211 loss: 0.1900 (0.1971) loss_rec_all: 0.2165 (0.2229) loss_rec_sfr: 0.2677 (0.2917) loss_cl: -0.2797 (-0.2788) time: 0.7474 data: 0.0003 max mem: 29860 [03:35:22.063244] Epoch: [177] [2180/2904] eta: 0:09:06 lr: 0.002211 loss: 0.1881 (0.1972) loss_rec_all: 0.2142 (0.2230) loss_rec_sfr: 0.2916 (0.2921) loss_cl: -0.2791 (-0.2788) time: 0.7472 data: 0.0002 max mem: 29860 [03:35:37.024104] Epoch: [177] [2200/2904] eta: 0:08:51 lr: 0.002211 loss: 0.1842 (0.1972) loss_rec_all: 0.2106 (0.2230) loss_rec_sfr: 0.2804 (0.2922) loss_cl: -0.2791 (-0.2788) time: 0.7480 data: 0.0003 max mem: 29860 [03:35:51.972473] Epoch: [177] [2220/2904] eta: 0:08:36 lr: 0.002211 loss: 0.1858 (0.1972) loss_rec_all: 0.2116 (0.2230) loss_rec_sfr: 0.2708 (0.2922) loss_cl: -0.2784 (-0.2788) time: 0.7474 data: 0.0003 max mem: 29860 [03:36:06.926934] Epoch: [177] [2240/2904] eta: 0:08:21 lr: 0.002211 loss: 0.1841 (0.1972) loss_rec_all: 0.2101 (0.2230) loss_rec_sfr: 0.2771 (0.2922) loss_cl: -0.2784 (-0.2788) time: 0.7477 data: 0.0002 max mem: 29860 [03:36:21.880980] Epoch: [177] [2260/2904] eta: 0:08:06 lr: 0.002211 loss: 0.1888 (0.1973) loss_rec_all: 0.2149 (0.2231) loss_rec_sfr: 0.2873 (0.2926) loss_cl: -0.2786 (-0.2788) time: 0.7477 data: 0.0003 max mem: 29860 [03:36:36.823595] Epoch: [177] [2280/2904] eta: 0:07:50 lr: 0.002211 loss: 0.1846 (0.1973) loss_rec_all: 0.2105 (0.2231) loss_rec_sfr: 0.2695 (0.2925) loss_cl: -0.2791 (-0.2788) time: 0.7471 data: 0.0002 max mem: 29860 [03:36:51.777107] Epoch: [177] [2300/2904] eta: 0:07:35 lr: 0.002211 loss: 0.1905 (0.1973) loss_rec_all: 0.2169 (0.2232) loss_rec_sfr: 0.2743 (0.2926) loss_cl: -0.2787 (-0.2788) time: 0.7476 data: 0.0003 max mem: 29860 [03:37:06.724184] Epoch: [177] [2320/2904] eta: 0:07:20 lr: 0.002211 loss: 0.1846 (0.1973) loss_rec_all: 0.2111 (0.2231) loss_rec_sfr: 0.2713 (0.2925) loss_cl: -0.2794 (-0.2788) time: 0.7473 data: 0.0003 max mem: 29860 [03:37:21.675569] Epoch: [177] [2340/2904] eta: 0:07:05 lr: 0.002211 loss: 0.1886 (0.1973) loss_rec_all: 0.2148 (0.2232) loss_rec_sfr: 0.2764 (0.2928) loss_cl: -0.2791 (-0.2788) time: 0.7475 data: 0.0004 max mem: 29860 [03:37:36.621107] Epoch: [177] [2360/2904] eta: 0:06:50 lr: 0.002210 loss: 0.1863 (0.1973) loss_rec_all: 0.2123 (0.2232) loss_rec_sfr: 0.2743 (0.2928) loss_cl: -0.2778 (-0.2788) time: 0.7472 data: 0.0003 max mem: 29860 [03:37:51.558881] Epoch: [177] [2380/2904] eta: 0:06:35 lr: 0.002210 loss: 0.1861 (0.1974) loss_rec_all: 0.2120 (0.2232) loss_rec_sfr: 0.2765 (0.2929) loss_cl: -0.2782 (-0.2788) time: 0.7468 data: 0.0004 max mem: 29860 [03:38:06.500556] Epoch: [177] [2400/2904] eta: 0:06:20 lr: 0.002210 loss: 0.1876 (0.1973) loss_rec_all: 0.2137 (0.2231) loss_rec_sfr: 0.2700 (0.2928) loss_cl: -0.2792 (-0.2788) time: 0.7470 data: 0.0003 max mem: 29860 [03:38:21.432885] Epoch: [177] [2420/2904] eta: 0:06:05 lr: 0.002210 loss: 0.1857 (0.1973) loss_rec_all: 0.2116 (0.2231) loss_rec_sfr: 0.2797 (0.2929) loss_cl: -0.2795 (-0.2788) time: 0.7466 data: 0.0003 max mem: 29860 [03:38:36.361455] Epoch: [177] [2440/2904] eta: 0:05:49 lr: 0.002210 loss: 0.1863 (0.1973) loss_rec_all: 0.2128 (0.2231) loss_rec_sfr: 0.2746 (0.2927) loss_cl: -0.2789 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [03:38:51.280915] Epoch: [177] [2460/2904] eta: 0:05:34 lr: 0.002210 loss: 0.1871 (0.1973) loss_rec_all: 0.2129 (0.2231) loss_rec_sfr: 0.2856 (0.2927) loss_cl: -0.2784 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [03:39:06.202086] Epoch: [177] [2480/2904] eta: 0:05:19 lr: 0.002210 loss: 0.1860 (0.1973) loss_rec_all: 0.2123 (0.2231) loss_rec_sfr: 0.2783 (0.2928) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [03:39:21.122093] Epoch: [177] [2500/2904] eta: 0:05:04 lr: 0.002210 loss: 0.1828 (0.1972) loss_rec_all: 0.2088 (0.2230) loss_rec_sfr: 0.2722 (0.2926) loss_cl: -0.2792 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [03:39:36.041027] Epoch: [177] [2520/2904] eta: 0:04:49 lr: 0.002210 loss: 0.1855 (0.1973) loss_rec_all: 0.2117 (0.2231) loss_rec_sfr: 0.2797 (0.2927) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [03:39:50.963661] Epoch: [177] [2540/2904] eta: 0:04:34 lr: 0.002210 loss: 0.1835 (0.1972) loss_rec_all: 0.2098 (0.2230) loss_rec_sfr: 0.2721 (0.2925) loss_cl: -0.2795 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [03:40:05.883428] Epoch: [177] [2560/2904] eta: 0:04:19 lr: 0.002210 loss: 0.1879 (0.1972) loss_rec_all: 0.2143 (0.2230) loss_rec_sfr: 0.2634 (0.2925) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [03:40:20.798067] Epoch: [177] [2580/2904] eta: 0:04:04 lr: 0.002210 loss: 0.1884 (0.1972) loss_rec_all: 0.2145 (0.2230) loss_rec_sfr: 0.2775 (0.2925) loss_cl: -0.2782 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [03:40:35.716657] Epoch: [177] [2600/2904] eta: 0:03:49 lr: 0.002210 loss: 0.1891 (0.1972) loss_rec_all: 0.2148 (0.2230) loss_rec_sfr: 0.2868 (0.2924) loss_cl: -0.2779 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [03:40:50.634898] Epoch: [177] [2620/2904] eta: 0:03:34 lr: 0.002210 loss: 0.1908 (0.1972) loss_rec_all: 0.2168 (0.2230) loss_rec_sfr: 0.2705 (0.2924) loss_cl: -0.2784 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [03:41:05.551927] Epoch: [177] [2640/2904] eta: 0:03:18 lr: 0.002210 loss: 0.1863 (0.1971) loss_rec_all: 0.2128 (0.2230) loss_rec_sfr: 0.2412 (0.2923) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [03:41:20.470718] Epoch: [177] [2660/2904] eta: 0:03:03 lr: 0.002210 loss: 0.1874 (0.1972) loss_rec_all: 0.2138 (0.2230) loss_rec_sfr: 0.2391 (0.2922) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [03:41:35.392755] Epoch: [177] [2680/2904] eta: 0:02:48 lr: 0.002210 loss: 0.1870 (0.1972) loss_rec_all: 0.2128 (0.2230) loss_rec_sfr: 0.2833 (0.2923) loss_cl: -0.2787 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [03:41:50.305833] Epoch: [177] [2700/2904] eta: 0:02:33 lr: 0.002210 loss: 0.1894 (0.1972) loss_rec_all: 0.2150 (0.2230) loss_rec_sfr: 0.2685 (0.2923) loss_cl: -0.2782 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [03:42:05.225476] Epoch: [177] [2720/2904] eta: 0:02:18 lr: 0.002210 loss: 0.1845 (0.1972) loss_rec_all: 0.2104 (0.2230) loss_rec_sfr: 0.2730 (0.2922) loss_cl: -0.2794 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [03:42:20.146418] Epoch: [177] [2740/2904] eta: 0:02:03 lr: 0.002210 loss: 0.1894 (0.1973) loss_rec_all: 0.2154 (0.2231) loss_rec_sfr: 0.2749 (0.2926) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [03:42:35.063714] Epoch: [177] [2760/2904] eta: 0:01:48 lr: 0.002210 loss: 0.1846 (0.1972) loss_rec_all: 0.2111 (0.2231) loss_rec_sfr: 0.2739 (0.2926) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [03:42:49.982261] Epoch: [177] [2780/2904] eta: 0:01:33 lr: 0.002210 loss: 0.1946 (0.1973) loss_rec_all: 0.2203 (0.2231) loss_rec_sfr: 0.2843 (0.2928) loss_cl: -0.2780 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [03:43:04.899563] Epoch: [177] [2800/2904] eta: 0:01:18 lr: 0.002210 loss: 0.1899 (0.1973) loss_rec_all: 0.2158 (0.2231) loss_rec_sfr: 0.2687 (0.2927) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [03:43:19.810441] Epoch: [177] [2820/2904] eta: 0:01:03 lr: 0.002210 loss: 0.1909 (0.1973) loss_rec_all: 0.2167 (0.2232) loss_rec_sfr: 0.2691 (0.2928) loss_cl: -0.2797 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [03:43:34.758809] Epoch: [177] [2840/2904] eta: 0:00:48 lr: 0.002210 loss: 0.1837 (0.1973) loss_rec_all: 0.2098 (0.2231) loss_rec_sfr: 0.2721 (0.2927) loss_cl: -0.2792 (-0.2788) time: 0.7474 data: 0.0026 max mem: 29860 [03:43:49.650672] Epoch: [177] [2860/2904] eta: 0:00:33 lr: 0.002210 loss: 0.1838 (0.1973) loss_rec_all: 0.2095 (0.2231) loss_rec_sfr: 0.2631 (0.2928) loss_cl: -0.2782 (-0.2788) time: 0.7446 data: 0.0001 max mem: 29860 [03:44:04.546933] Epoch: [177] [2880/2904] eta: 0:00:18 lr: 0.002210 loss: 0.1866 (0.1973) loss_rec_all: 0.2128 (0.2231) loss_rec_sfr: 0.2662 (0.2926) loss_cl: -0.2787 (-0.2788) time: 0.7448 data: 0.0001 max mem: 29860 [03:44:19.454124] Epoch: [177] [2900/2904] eta: 0:00:03 lr: 0.002210 loss: 0.1907 (0.1973) loss_rec_all: 0.2167 (0.2231) loss_rec_sfr: 0.2687 (0.2926) loss_cl: -0.2791 (-0.2788) time: 0.7453 data: 0.0001 max mem: 29860 [03:44:21.696114] Epoch: [177] [2903/2904] eta: 0:00:00 lr: 0.002210 loss: 0.1906 (0.1973) loss_rec_all: 0.2164 (0.2231) loss_rec_sfr: 0.2751 (0.2926) loss_cl: -0.2793 (-0.2788) time: 0.7451 data: 0.0001 max mem: 29860 [03:44:23.871135] Epoch: [177] Total time: 0:36:28 (0.7536 s / it) [03:44:23.876614] Averaged stats: lr: 0.002210 loss: 0.1906 (0.1995) loss_rec_all: 0.2164 (0.2230) loss_rec_sfr: 0.2751 (0.2922) loss_cl: -0.2793 (-0.2555) [03:44:23.881317] log_dir: ./checkpoint/VF2_ViT-B [03:44:42.615308] Epoch: [178] [ 0/2904] eta: 15:06:40 lr: 0.002210 loss: 0.1757 (0.1757) loss_rec_all: 0.2017 (0.2017) loss_rec_sfr: 0.2683 (0.2683) loss_cl: -0.2784 (-0.2784) time: 18.7330 data: 10.1766 max mem: 29860 [03:44:59.843665] Epoch: [178] [ 20/2904] eta: 1:22:18 lr: 0.002210 loss: 0.1877 (0.2023) loss_rec_all: 0.2138 (0.2280) loss_rec_sfr: 0.2601 (0.3008) loss_cl: -0.2791 (-0.2785) time: 0.8614 data: 0.1154 max mem: 29860 [03:45:14.793578] Epoch: [178] [ 40/2904] eta: 0:59:16 lr: 0.002210 loss: 0.1844 (0.1989) loss_rec_all: 0.2107 (0.2247) loss_rec_sfr: 0.2703 (0.2939) loss_cl: -0.2789 (-0.2786) time: 0.7475 data: 0.0002 max mem: 29860 [03:45:29.735923] Epoch: [178] [ 60/2904] eta: 0:51:10 lr: 0.002210 loss: 0.1884 (0.1995) loss_rec_all: 0.2149 (0.2253) loss_rec_sfr: 0.2820 (0.2982) loss_cl: -0.2789 (-0.2786) time: 0.7471 data: 0.0005 max mem: 29860 [03:45:44.697268] Epoch: [178] [ 80/2904] eta: 0:46:57 lr: 0.002210 loss: 0.1870 (0.1987) loss_rec_all: 0.2133 (0.2245) loss_rec_sfr: 0.2711 (0.2934) loss_cl: -0.2795 (-0.2788) time: 0.7480 data: 0.0003 max mem: 29860 [03:45:59.654712] Epoch: [178] [ 100/2904] eta: 0:44:18 lr: 0.002210 loss: 0.1919 (0.1995) loss_rec_all: 0.2178 (0.2253) loss_rec_sfr: 0.2697 (0.2952) loss_cl: -0.2787 (-0.2788) time: 0.7478 data: 0.0002 max mem: 29860 [03:46:14.640463] Epoch: [178] [ 120/2904] eta: 0:42:28 lr: 0.002210 loss: 0.1906 (0.1996) loss_rec_all: 0.2165 (0.2254) loss_rec_sfr: 0.2730 (0.2955) loss_cl: -0.2790 (-0.2788) time: 0.7492 data: 0.0002 max mem: 29860 [03:46:29.602156] Epoch: [178] [ 140/2904] eta: 0:41:04 lr: 0.002210 loss: 0.1844 (0.1995) loss_rec_all: 0.2105 (0.2253) loss_rec_sfr: 0.2672 (0.2960) loss_cl: -0.2781 (-0.2787) time: 0.7480 data: 0.0003 max mem: 29860 [03:46:44.568706] Epoch: [178] [ 160/2904] eta: 0:39:57 lr: 0.002210 loss: 0.1847 (0.1985) loss_rec_all: 0.2105 (0.2243) loss_rec_sfr: 0.2667 (0.2928) loss_cl: -0.2782 (-0.2787) time: 0.7483 data: 0.0002 max mem: 29860 [03:46:59.540130] Epoch: [178] [ 180/2904] eta: 0:39:02 lr: 0.002210 loss: 0.1858 (0.1975) loss_rec_all: 0.2121 (0.2234) loss_rec_sfr: 0.2631 (0.2902) loss_cl: -0.2795 (-0.2788) time: 0.7485 data: 0.0002 max mem: 29860 [03:47:14.612323] Epoch: [178] [ 200/2904] eta: 0:38:16 lr: 0.002210 loss: 0.1846 (0.1975) loss_rec_all: 0.2108 (0.2233) loss_rec_sfr: 0.2833 (0.2908) loss_cl: -0.2788 (-0.2788) time: 0.7536 data: 0.0002 max mem: 29860 [03:47:29.561206] Epoch: [178] [ 220/2904] eta: 0:37:34 lr: 0.002210 loss: 0.1879 (0.1977) loss_rec_all: 0.2140 (0.2235) loss_rec_sfr: 0.2755 (0.2912) loss_cl: -0.2793 (-0.2788) time: 0.7474 data: 0.0002 max mem: 29860 [03:47:44.536320] Epoch: [178] [ 240/2904] eta: 0:36:57 lr: 0.002210 loss: 0.1841 (0.1977) loss_rec_all: 0.2098 (0.2235) loss_rec_sfr: 0.2895 (0.2927) loss_cl: -0.2782 (-0.2787) time: 0.7487 data: 0.0002 max mem: 29860 [03:47:59.510811] Epoch: [178] [ 260/2904] eta: 0:36:24 lr: 0.002210 loss: 0.1860 (0.1975) loss_rec_all: 0.2120 (0.2233) loss_rec_sfr: 0.2731 (0.2923) loss_cl: -0.2788 (-0.2787) time: 0.7487 data: 0.0002 max mem: 29860 [03:48:14.497922] Epoch: [178] [ 280/2904] eta: 0:35:53 lr: 0.002210 loss: 0.1845 (0.1978) loss_rec_all: 0.2105 (0.2236) loss_rec_sfr: 0.2809 (0.2939) loss_cl: -0.2789 (-0.2787) time: 0.7493 data: 0.0002 max mem: 29860 [03:48:29.481704] Epoch: [178] [ 300/2904] eta: 0:35:24 lr: 0.002210 loss: 0.1839 (0.1972) loss_rec_all: 0.2095 (0.2230) loss_rec_sfr: 0.2746 (0.2924) loss_cl: -0.2785 (-0.2787) time: 0.7491 data: 0.0002 max mem: 29860 [03:48:44.465155] Epoch: [178] [ 320/2904] eta: 0:34:57 lr: 0.002210 loss: 0.1891 (0.1974) loss_rec_all: 0.2148 (0.2232) loss_rec_sfr: 0.2712 (0.2927) loss_cl: -0.2788 (-0.2787) time: 0.7491 data: 0.0002 max mem: 29860 [03:48:59.414841] Epoch: [178] [ 340/2904] eta: 0:34:31 lr: 0.002210 loss: 0.1854 (0.1979) loss_rec_all: 0.2117 (0.2237) loss_rec_sfr: 0.2755 (0.2939) loss_cl: -0.2784 (-0.2787) time: 0.7474 data: 0.0002 max mem: 29860 [03:49:14.342034] Epoch: [178] [ 360/2904] eta: 0:34:06 lr: 0.002210 loss: 0.1877 (0.1980) loss_rec_all: 0.2135 (0.2238) loss_rec_sfr: 0.2831 (0.2948) loss_cl: -0.2796 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [03:49:29.264801] Epoch: [178] [ 380/2904] eta: 0:33:42 lr: 0.002210 loss: 0.1876 (0.1982) loss_rec_all: 0.2139 (0.2240) loss_rec_sfr: 0.2806 (0.2954) loss_cl: -0.2799 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [03:49:44.184370] Epoch: [178] [ 400/2904] eta: 0:33:19 lr: 0.002210 loss: 0.1863 (0.1978) loss_rec_all: 0.2122 (0.2236) loss_rec_sfr: 0.2498 (0.2937) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [03:49:59.100249] Epoch: [178] [ 420/2904] eta: 0:32:57 lr: 0.002210 loss: 0.1874 (0.1974) loss_rec_all: 0.2131 (0.2233) loss_rec_sfr: 0.2750 (0.2928) loss_cl: -0.2780 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [03:50:14.020052] Epoch: [178] [ 440/2904] eta: 0:32:36 lr: 0.002210 loss: 0.1882 (0.1972) loss_rec_all: 0.2144 (0.2230) loss_rec_sfr: 0.2665 (0.2920) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [03:50:28.937303] Epoch: [178] [ 460/2904] eta: 0:32:15 lr: 0.002210 loss: 0.1873 (0.1970) loss_rec_all: 0.2136 (0.2229) loss_rec_sfr: 0.2671 (0.2912) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [03:50:43.855088] Epoch: [178] [ 480/2904] eta: 0:31:54 lr: 0.002210 loss: 0.1843 (0.1972) loss_rec_all: 0.2101 (0.2231) loss_rec_sfr: 0.2750 (0.2920) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [03:50:58.772660] Epoch: [178] [ 500/2904] eta: 0:31:34 lr: 0.002210 loss: 0.1870 (0.1974) loss_rec_all: 0.2129 (0.2232) loss_rec_sfr: 0.2650 (0.2921) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [03:51:13.692274] Epoch: [178] [ 520/2904] eta: 0:31:15 lr: 0.002210 loss: 0.1846 (0.1971) loss_rec_all: 0.2105 (0.2230) loss_rec_sfr: 0.2770 (0.2916) loss_cl: -0.2784 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [03:51:28.612145] Epoch: [178] [ 540/2904] eta: 0:30:55 lr: 0.002209 loss: 0.1825 (0.1970) loss_rec_all: 0.2084 (0.2229) loss_rec_sfr: 0.2742 (0.2913) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [03:51:43.532627] Epoch: [178] [ 560/2904] eta: 0:30:36 lr: 0.002209 loss: 0.1883 (0.1972) loss_rec_all: 0.2143 (0.2231) loss_rec_sfr: 0.2792 (0.2921) loss_cl: -0.2792 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [03:51:58.452571] Epoch: [178] [ 580/2904] eta: 0:30:18 lr: 0.002209 loss: 0.1913 (0.1975) loss_rec_all: 0.2170 (0.2233) loss_rec_sfr: 0.2791 (0.2929) loss_cl: -0.2780 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [03:52:13.373338] Epoch: [178] [ 600/2904] eta: 0:29:59 lr: 0.002209 loss: 0.1844 (0.1974) loss_rec_all: 0.2105 (0.2232) loss_rec_sfr: 0.2715 (0.2926) loss_cl: -0.2798 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [03:52:28.298105] Epoch: [178] [ 620/2904] eta: 0:29:41 lr: 0.002209 loss: 0.1864 (0.1973) loss_rec_all: 0.2125 (0.2231) loss_rec_sfr: 0.2713 (0.2924) loss_cl: -0.2795 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [03:52:43.214749] Epoch: [178] [ 640/2904] eta: 0:29:23 lr: 0.002209 loss: 0.1821 (0.1970) loss_rec_all: 0.2080 (0.2229) loss_rec_sfr: 0.2161 (0.2914) loss_cl: -0.2796 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [03:52:58.132897] Epoch: [178] [ 660/2904] eta: 0:29:05 lr: 0.002209 loss: 0.1841 (0.1970) loss_rec_all: 0.2103 (0.2228) loss_rec_sfr: 0.2661 (0.2912) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [03:53:13.048306] Epoch: [178] [ 680/2904] eta: 0:28:48 lr: 0.002209 loss: 0.1858 (0.1968) loss_rec_all: 0.2115 (0.2226) loss_rec_sfr: 0.2839 (0.2910) loss_cl: -0.2774 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [03:53:27.968951] Epoch: [178] [ 700/2904] eta: 0:28:30 lr: 0.002209 loss: 0.1847 (0.1967) loss_rec_all: 0.2110 (0.2226) loss_rec_sfr: 0.2532 (0.2905) loss_cl: -0.2781 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [03:53:42.890465] Epoch: [178] [ 720/2904] eta: 0:28:13 lr: 0.002209 loss: 0.1837 (0.1967) loss_rec_all: 0.2099 (0.2225) loss_rec_sfr: 0.2772 (0.2904) loss_cl: -0.2796 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [03:53:57.808471] Epoch: [178] [ 740/2904] eta: 0:27:55 lr: 0.002209 loss: 0.1871 (0.1965) loss_rec_all: 0.2130 (0.2223) loss_rec_sfr: 0.2691 (0.2899) loss_cl: -0.2798 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [03:54:12.724272] Epoch: [178] [ 760/2904] eta: 0:27:38 lr: 0.002209 loss: 0.1839 (0.1964) loss_rec_all: 0.2101 (0.2223) loss_rec_sfr: 0.2787 (0.2899) loss_cl: -0.2803 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [03:54:27.643091] Epoch: [178] [ 780/2904] eta: 0:27:21 lr: 0.002209 loss: 0.1894 (0.1965) loss_rec_all: 0.2157 (0.2223) loss_rec_sfr: 0.2704 (0.2902) loss_cl: -0.2795 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [03:54:42.565336] Epoch: [178] [ 800/2904] eta: 0:27:05 lr: 0.002209 loss: 0.1878 (0.1966) loss_rec_all: 0.2138 (0.2224) loss_rec_sfr: 0.2681 (0.2904) loss_cl: -0.2785 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [03:54:57.486105] Epoch: [178] [ 820/2904] eta: 0:26:48 lr: 0.002209 loss: 0.1859 (0.1966) loss_rec_all: 0.2124 (0.2224) loss_rec_sfr: 0.2782 (0.2908) loss_cl: -0.2777 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [03:55:12.404161] Epoch: [178] [ 840/2904] eta: 0:26:31 lr: 0.002209 loss: 0.1820 (0.1963) loss_rec_all: 0.2085 (0.2221) loss_rec_sfr: 0.2355 (0.2896) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [03:55:27.300356] Epoch: [178] [ 860/2904] eta: 0:26:14 lr: 0.002209 loss: 0.1896 (0.1963) loss_rec_all: 0.2161 (0.2221) loss_rec_sfr: 0.2718 (0.2896) loss_cl: -0.2797 (-0.2788) time: 0.7448 data: 0.0002 max mem: 29860 [03:55:42.213753] Epoch: [178] [ 880/2904] eta: 0:25:58 lr: 0.002209 loss: 0.1847 (0.1960) loss_rec_all: 0.2112 (0.2219) loss_rec_sfr: 0.2591 (0.2889) loss_cl: -0.2796 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [03:55:57.136258] Epoch: [178] [ 900/2904] eta: 0:25:41 lr: 0.002209 loss: 0.1871 (0.1960) loss_rec_all: 0.2133 (0.2218) loss_rec_sfr: 0.2706 (0.2886) loss_cl: -0.2794 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [03:56:12.049808] Epoch: [178] [ 920/2904] eta: 0:25:25 lr: 0.002209 loss: 0.1856 (0.1959) loss_rec_all: 0.2116 (0.2217) loss_rec_sfr: 0.2631 (0.2882) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [03:56:26.960886] Epoch: [178] [ 940/2904] eta: 0:25:09 lr: 0.002209 loss: 0.1853 (0.1958) loss_rec_all: 0.2115 (0.2217) loss_rec_sfr: 0.2685 (0.2881) loss_cl: -0.2792 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [03:56:41.872094] Epoch: [178] [ 960/2904] eta: 0:24:52 lr: 0.002209 loss: 0.1881 (0.1959) loss_rec_all: 0.2145 (0.2218) loss_rec_sfr: 0.2613 (0.2881) loss_cl: -0.2792 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [03:56:56.788488] Epoch: [178] [ 980/2904] eta: 0:24:36 lr: 0.002209 loss: 0.1893 (0.1961) loss_rec_all: 0.2157 (0.2219) loss_rec_sfr: 0.2807 (0.2888) loss_cl: -0.2796 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [03:57:11.865802] Epoch: [178] [1000/2904] eta: 0:24:20 lr: 0.002209 loss: 0.2034 (0.1965) loss_rec_all: 0.2293 (0.2223) loss_rec_sfr: 0.2779 (0.2899) loss_cl: -0.2781 (-0.2788) time: 0.7538 data: 0.0002 max mem: 29860 [03:57:26.778624] Epoch: [178] [1020/2904] eta: 0:24:04 lr: 0.002209 loss: 0.1906 (0.1965) loss_rec_all: 0.2165 (0.2223) loss_rec_sfr: 0.2706 (0.2899) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [03:57:41.691519] Epoch: [178] [1040/2904] eta: 0:23:48 lr: 0.002209 loss: 0.1878 (0.1965) loss_rec_all: 0.2138 (0.2223) loss_rec_sfr: 0.2670 (0.2899) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [03:57:56.604210] Epoch: [178] [1060/2904] eta: 0:23:32 lr: 0.002209 loss: 0.1862 (0.1965) loss_rec_all: 0.2124 (0.2223) loss_rec_sfr: 0.2678 (0.2897) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [03:58:11.513790] Epoch: [178] [1080/2904] eta: 0:23:16 lr: 0.002209 loss: 0.1939 (0.1967) loss_rec_all: 0.2199 (0.2225) loss_rec_sfr: 0.2786 (0.2902) loss_cl: -0.2787 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [03:58:26.422306] Epoch: [178] [1100/2904] eta: 0:23:00 lr: 0.002209 loss: 0.1909 (0.1967) loss_rec_all: 0.2169 (0.2225) loss_rec_sfr: 0.2698 (0.2902) loss_cl: -0.2790 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [03:58:41.330252] Epoch: [178] [1120/2904] eta: 0:22:44 lr: 0.002209 loss: 0.1815 (0.1966) loss_rec_all: 0.2077 (0.2225) loss_rec_sfr: 0.2648 (0.2901) loss_cl: -0.2789 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [03:58:56.240931] Epoch: [178] [1140/2904] eta: 0:22:28 lr: 0.002209 loss: 0.1860 (0.1965) loss_rec_all: 0.2119 (0.2224) loss_rec_sfr: 0.2683 (0.2898) loss_cl: -0.2781 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [03:59:11.157566] Epoch: [178] [1160/2904] eta: 0:22:12 lr: 0.002209 loss: 0.1872 (0.1966) loss_rec_all: 0.2131 (0.2224) loss_rec_sfr: 0.2739 (0.2901) loss_cl: -0.2783 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [03:59:26.072582] Epoch: [178] [1180/2904] eta: 0:21:56 lr: 0.002209 loss: 0.1891 (0.1967) loss_rec_all: 0.2149 (0.2225) loss_rec_sfr: 0.2643 (0.2903) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [03:59:40.982901] Epoch: [178] [1200/2904] eta: 0:21:41 lr: 0.002209 loss: 0.1913 (0.1967) loss_rec_all: 0.2172 (0.2226) loss_rec_sfr: 0.2783 (0.2908) loss_cl: -0.2792 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [03:59:55.914974] Epoch: [178] [1220/2904] eta: 0:21:25 lr: 0.002209 loss: 0.1938 (0.1969) loss_rec_all: 0.2199 (0.2227) loss_rec_sfr: 0.2725 (0.2910) loss_cl: -0.2795 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [04:00:10.894796] Epoch: [178] [1240/2904] eta: 0:21:09 lr: 0.002209 loss: 0.1912 (0.1970) loss_rec_all: 0.2175 (0.2228) loss_rec_sfr: 0.2712 (0.2914) loss_cl: -0.2789 (-0.2788) time: 0.7489 data: 0.0002 max mem: 29860 [04:00:25.869052] Epoch: [178] [1260/2904] eta: 0:20:54 lr: 0.002209 loss: 0.1889 (0.1969) loss_rec_all: 0.2151 (0.2228) loss_rec_sfr: 0.2759 (0.2912) loss_cl: -0.2781 (-0.2788) time: 0.7487 data: 0.0002 max mem: 29860 [04:00:40.848427] Epoch: [178] [1280/2904] eta: 0:20:38 lr: 0.002209 loss: 0.1867 (0.1969) loss_rec_all: 0.2126 (0.2227) loss_rec_sfr: 0.2728 (0.2911) loss_cl: -0.2791 (-0.2788) time: 0.7489 data: 0.0002 max mem: 29860 [04:00:55.831004] Epoch: [178] [1300/2904] eta: 0:20:22 lr: 0.002209 loss: 0.1880 (0.1969) loss_rec_all: 0.2141 (0.2227) loss_rec_sfr: 0.2632 (0.2910) loss_cl: -0.2795 (-0.2788) time: 0.7491 data: 0.0002 max mem: 29860 [04:01:10.806130] Epoch: [178] [1320/2904] eta: 0:20:07 lr: 0.002209 loss: 0.1869 (0.1968) loss_rec_all: 0.2132 (0.2227) loss_rec_sfr: 0.2638 (0.2908) loss_cl: -0.2790 (-0.2788) time: 0.7487 data: 0.0002 max mem: 29860 [04:01:25.759827] Epoch: [178] [1340/2904] eta: 0:19:51 lr: 0.002209 loss: 0.1859 (0.1968) loss_rec_all: 0.2118 (0.2226) loss_rec_sfr: 0.2702 (0.2906) loss_cl: -0.2795 (-0.2788) time: 0.7476 data: 0.0002 max mem: 29860 [04:01:40.673280] Epoch: [178] [1360/2904] eta: 0:19:36 lr: 0.002209 loss: 0.1860 (0.1967) loss_rec_all: 0.2126 (0.2226) loss_rec_sfr: 0.2621 (0.2905) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [04:01:55.587932] Epoch: [178] [1380/2904] eta: 0:19:20 lr: 0.002209 loss: 0.1855 (0.1968) loss_rec_all: 0.2115 (0.2226) loss_rec_sfr: 0.2702 (0.2907) loss_cl: -0.2780 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [04:02:10.505445] Epoch: [178] [1400/2904] eta: 0:19:04 lr: 0.002209 loss: 0.1876 (0.1968) loss_rec_all: 0.2135 (0.2227) loss_rec_sfr: 0.2803 (0.2908) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [04:02:25.428758] Epoch: [178] [1420/2904] eta: 0:18:49 lr: 0.002209 loss: 0.1876 (0.1968) loss_rec_all: 0.2137 (0.2227) loss_rec_sfr: 0.2722 (0.2908) loss_cl: -0.2794 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [04:02:40.346872] Epoch: [178] [1440/2904] eta: 0:18:33 lr: 0.002209 loss: 0.1873 (0.1968) loss_rec_all: 0.2132 (0.2227) loss_rec_sfr: 0.2707 (0.2907) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [04:02:55.262843] Epoch: [178] [1460/2904] eta: 0:18:18 lr: 0.002209 loss: 0.1860 (0.1967) loss_rec_all: 0.2119 (0.2225) loss_rec_sfr: 0.2671 (0.2902) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [04:03:10.175389] Epoch: [178] [1480/2904] eta: 0:18:02 lr: 0.002209 loss: 0.1867 (0.1966) loss_rec_all: 0.2125 (0.2225) loss_rec_sfr: 0.2734 (0.2901) loss_cl: -0.2793 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [04:03:25.093032] Epoch: [178] [1500/2904] eta: 0:17:47 lr: 0.002209 loss: 0.1889 (0.1967) loss_rec_all: 0.2152 (0.2226) loss_rec_sfr: 0.2628 (0.2903) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [04:03:40.012956] Epoch: [178] [1520/2904] eta: 0:17:31 lr: 0.002209 loss: 0.1887 (0.1968) loss_rec_all: 0.2149 (0.2226) loss_rec_sfr: 0.2749 (0.2906) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [04:03:54.933676] Epoch: [178] [1540/2904] eta: 0:17:16 lr: 0.002209 loss: 0.1875 (0.1968) loss_rec_all: 0.2135 (0.2226) loss_rec_sfr: 0.2693 (0.2905) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [04:04:09.853790] Epoch: [178] [1560/2904] eta: 0:17:01 lr: 0.002209 loss: 0.1857 (0.1969) loss_rec_all: 0.2116 (0.2227) loss_rec_sfr: 0.2787 (0.2908) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [04:04:24.772467] Epoch: [178] [1580/2904] eta: 0:16:45 lr: 0.002209 loss: 0.1874 (0.1969) loss_rec_all: 0.2134 (0.2228) loss_rec_sfr: 0.2745 (0.2911) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [04:04:39.693919] Epoch: [178] [1600/2904] eta: 0:16:30 lr: 0.002209 loss: 0.1907 (0.1970) loss_rec_all: 0.2166 (0.2228) loss_rec_sfr: 0.2745 (0.2912) loss_cl: -0.2797 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [04:04:54.605080] Epoch: [178] [1620/2904] eta: 0:16:14 lr: 0.002208 loss: 0.1828 (0.1969) loss_rec_all: 0.2092 (0.2227) loss_rec_sfr: 0.2727 (0.2910) loss_cl: -0.2793 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [04:05:09.523038] Epoch: [178] [1640/2904] eta: 0:15:59 lr: 0.002208 loss: 0.1865 (0.1969) loss_rec_all: 0.2123 (0.2227) loss_rec_sfr: 0.2807 (0.2911) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [04:05:24.438104] Epoch: [178] [1660/2904] eta: 0:15:44 lr: 0.002208 loss: 0.1894 (0.1969) loss_rec_all: 0.2152 (0.2227) loss_rec_sfr: 0.2697 (0.2911) loss_cl: -0.2780 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [04:05:39.356839] Epoch: [178] [1680/2904] eta: 0:15:28 lr: 0.002208 loss: 0.1832 (0.1969) loss_rec_all: 0.2091 (0.2228) loss_rec_sfr: 0.2777 (0.2913) loss_cl: -0.2784 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [04:05:54.282069] Epoch: [178] [1700/2904] eta: 0:15:13 lr: 0.002208 loss: 0.1877 (0.1969) loss_rec_all: 0.2137 (0.2228) loss_rec_sfr: 0.2325 (0.2911) loss_cl: -0.2790 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [04:06:09.210364] Epoch: [178] [1720/2904] eta: 0:14:57 lr: 0.002208 loss: 0.1893 (0.1970) loss_rec_all: 0.2154 (0.2228) loss_rec_sfr: 0.2742 (0.2912) loss_cl: -0.2795 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [04:06:24.127520] Epoch: [178] [1740/2904] eta: 0:14:42 lr: 0.002208 loss: 0.1848 (0.1969) loss_rec_all: 0.2106 (0.2227) loss_rec_sfr: 0.2781 (0.2910) loss_cl: -0.2783 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [04:06:39.044408] Epoch: [178] [1760/2904] eta: 0:14:27 lr: 0.002208 loss: 0.1863 (0.1968) loss_rec_all: 0.2123 (0.2227) loss_rec_sfr: 0.2661 (0.2907) loss_cl: -0.2783 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [04:06:53.961920] Epoch: [178] [1780/2904] eta: 0:14:11 lr: 0.002208 loss: 0.1852 (0.1968) loss_rec_all: 0.2109 (0.2227) loss_rec_sfr: 0.2679 (0.2907) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [04:07:08.881207] Epoch: [178] [1800/2904] eta: 0:13:56 lr: 0.002208 loss: 0.1900 (0.1970) loss_rec_all: 0.2158 (0.2228) loss_rec_sfr: 0.2767 (0.2912) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [04:07:23.800424] Epoch: [178] [1820/2904] eta: 0:13:41 lr: 0.002208 loss: 0.1857 (0.1970) loss_rec_all: 0.2117 (0.2228) loss_rec_sfr: 0.2711 (0.2912) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [04:07:38.716262] Epoch: [178] [1840/2904] eta: 0:13:26 lr: 0.002208 loss: 0.1841 (0.1970) loss_rec_all: 0.2102 (0.2228) loss_rec_sfr: 0.2707 (0.2914) loss_cl: -0.2793 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [04:07:53.634618] Epoch: [178] [1860/2904] eta: 0:13:10 lr: 0.002208 loss: 0.1886 (0.1970) loss_rec_all: 0.2143 (0.2228) loss_rec_sfr: 0.2799 (0.2915) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [04:08:08.552373] Epoch: [178] [1880/2904] eta: 0:12:55 lr: 0.002208 loss: 0.1830 (0.1969) loss_rec_all: 0.2090 (0.2227) loss_rec_sfr: 0.2699 (0.2913) loss_cl: -0.2764 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [04:08:23.469237] Epoch: [178] [1900/2904] eta: 0:12:40 lr: 0.002208 loss: 0.1888 (0.1969) loss_rec_all: 0.2146 (0.2227) loss_rec_sfr: 0.2731 (0.2914) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [04:08:38.386961] Epoch: [178] [1920/2904] eta: 0:12:25 lr: 0.002208 loss: 0.1893 (0.1970) loss_rec_all: 0.2150 (0.2229) loss_rec_sfr: 0.2843 (0.2918) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [04:08:53.299604] Epoch: [178] [1940/2904] eta: 0:12:09 lr: 0.002208 loss: 0.1821 (0.1970) loss_rec_all: 0.2085 (0.2228) loss_rec_sfr: 0.2684 (0.2917) loss_cl: -0.2783 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [04:09:08.212293] Epoch: [178] [1960/2904] eta: 0:11:54 lr: 0.002208 loss: 0.1872 (0.1969) loss_rec_all: 0.2134 (0.2228) loss_rec_sfr: 0.2745 (0.2916) loss_cl: -0.2780 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [04:09:23.125533] Epoch: [178] [1980/2904] eta: 0:11:39 lr: 0.002208 loss: 0.1876 (0.1969) loss_rec_all: 0.2137 (0.2227) loss_rec_sfr: 0.2429 (0.2913) loss_cl: -0.2796 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [04:09:38.049232] Epoch: [178] [2000/2904] eta: 0:11:24 lr: 0.002208 loss: 0.1849 (0.1968) loss_rec_all: 0.2108 (0.2226) loss_rec_sfr: 0.2672 (0.2909) loss_cl: -0.2790 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [04:09:52.960920] Epoch: [178] [2020/2904] eta: 0:11:08 lr: 0.002208 loss: 0.1863 (0.1968) loss_rec_all: 0.2122 (0.2226) loss_rec_sfr: 0.2692 (0.2908) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [04:10:07.873709] Epoch: [178] [2040/2904] eta: 0:10:53 lr: 0.002208 loss: 0.1862 (0.1968) loss_rec_all: 0.2124 (0.2227) loss_rec_sfr: 0.2879 (0.2912) loss_cl: -0.2779 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [04:10:22.787935] Epoch: [178] [2060/2904] eta: 0:10:38 lr: 0.002208 loss: 0.1840 (0.1967) loss_rec_all: 0.2103 (0.2226) loss_rec_sfr: 0.2753 (0.2910) loss_cl: -0.2795 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [04:10:37.699396] Epoch: [178] [2080/2904] eta: 0:10:23 lr: 0.002208 loss: 0.1845 (0.1967) loss_rec_all: 0.2107 (0.2226) loss_rec_sfr: 0.2600 (0.2909) loss_cl: -0.2793 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [04:10:52.617376] Epoch: [178] [2100/2904] eta: 0:10:07 lr: 0.002208 loss: 0.1876 (0.1967) loss_rec_all: 0.2134 (0.2226) loss_rec_sfr: 0.2830 (0.2910) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [04:11:07.542983] Epoch: [178] [2120/2904] eta: 0:09:52 lr: 0.002208 loss: 0.1869 (0.1967) loss_rec_all: 0.2129 (0.2226) loss_rec_sfr: 0.2734 (0.2910) loss_cl: -0.2787 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [04:11:22.455238] Epoch: [178] [2140/2904] eta: 0:09:37 lr: 0.002208 loss: 0.1872 (0.1966) loss_rec_all: 0.2134 (0.2225) loss_rec_sfr: 0.2345 (0.2906) loss_cl: -0.2799 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [04:11:37.370136] Epoch: [178] [2160/2904] eta: 0:09:22 lr: 0.002208 loss: 0.1898 (0.1967) loss_rec_all: 0.2161 (0.2226) loss_rec_sfr: 0.2662 (0.2908) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [04:11:52.290088] Epoch: [178] [2180/2904] eta: 0:09:07 lr: 0.002208 loss: 0.1857 (0.1966) loss_rec_all: 0.2120 (0.2225) loss_rec_sfr: 0.2400 (0.2905) loss_cl: -0.2793 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [04:12:07.202543] Epoch: [178] [2200/2904] eta: 0:08:51 lr: 0.002208 loss: 0.1882 (0.1967) loss_rec_all: 0.2141 (0.2226) loss_rec_sfr: 0.2794 (0.2909) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [04:12:22.117987] Epoch: [178] [2220/2904] eta: 0:08:36 lr: 0.002208 loss: 0.1841 (0.1968) loss_rec_all: 0.2103 (0.2226) loss_rec_sfr: 0.2779 (0.2910) loss_cl: -0.2782 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [04:12:37.039552] Epoch: [178] [2240/2904] eta: 0:08:21 lr: 0.002208 loss: 0.1853 (0.1967) loss_rec_all: 0.2116 (0.2226) loss_rec_sfr: 0.2768 (0.2909) loss_cl: -0.2782 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [04:12:51.967226] Epoch: [178] [2260/2904] eta: 0:08:06 lr: 0.002208 loss: 0.1851 (0.1967) loss_rec_all: 0.2116 (0.2226) loss_rec_sfr: 0.2699 (0.2909) loss_cl: -0.2783 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [04:13:06.887544] Epoch: [178] [2280/2904] eta: 0:07:51 lr: 0.002208 loss: 0.1850 (0.1967) loss_rec_all: 0.2110 (0.2225) loss_rec_sfr: 0.2365 (0.2906) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [04:13:21.809581] Epoch: [178] [2300/2904] eta: 0:07:36 lr: 0.002208 loss: 0.1865 (0.1967) loss_rec_all: 0.2127 (0.2225) loss_rec_sfr: 0.2689 (0.2906) loss_cl: -0.2797 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [04:13:36.724363] Epoch: [178] [2320/2904] eta: 0:07:21 lr: 0.002208 loss: 0.1846 (0.1967) loss_rec_all: 0.2109 (0.2225) loss_rec_sfr: 0.2684 (0.2906) loss_cl: -0.2795 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [04:13:51.634196] Epoch: [178] [2340/2904] eta: 0:07:05 lr: 0.002208 loss: 0.1830 (0.1967) loss_rec_all: 0.2095 (0.2225) loss_rec_sfr: 0.2252 (0.2904) loss_cl: -0.2787 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [04:14:06.553348] Epoch: [178] [2360/2904] eta: 0:06:50 lr: 0.002208 loss: 0.1869 (0.1967) loss_rec_all: 0.2127 (0.2226) loss_rec_sfr: 0.2688 (0.2905) loss_cl: -0.2781 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [04:14:21.473002] Epoch: [178] [2380/2904] eta: 0:06:35 lr: 0.002208 loss: 0.1957 (0.1968) loss_rec_all: 0.2215 (0.2226) loss_rec_sfr: 0.2742 (0.2907) loss_cl: -0.2783 (-0.2788) time: 0.7459 data: 0.0004 max mem: 29860 [04:14:36.389815] Epoch: [178] [2400/2904] eta: 0:06:20 lr: 0.002208 loss: 0.1878 (0.1969) loss_rec_all: 0.2138 (0.2227) loss_rec_sfr: 0.2793 (0.2910) loss_cl: -0.2793 (-0.2788) time: 0.7458 data: 0.0004 max mem: 29860 [04:14:51.302560] Epoch: [178] [2420/2904] eta: 0:06:05 lr: 0.002208 loss: 0.1878 (0.1969) loss_rec_all: 0.2138 (0.2227) loss_rec_sfr: 0.2723 (0.2910) loss_cl: -0.2794 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [04:15:06.212244] Epoch: [178] [2440/2904] eta: 0:05:50 lr: 0.002208 loss: 0.1838 (0.1968) loss_rec_all: 0.2097 (0.2227) loss_rec_sfr: 0.2675 (0.2908) loss_cl: -0.2795 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [04:15:21.126115] Epoch: [178] [2460/2904] eta: 0:05:35 lr: 0.002208 loss: 0.1915 (0.1968) loss_rec_all: 0.2170 (0.2227) loss_rec_sfr: 0.2726 (0.2909) loss_cl: -0.2783 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [04:15:36.041959] Epoch: [178] [2480/2904] eta: 0:05:19 lr: 0.002208 loss: 0.1887 (0.1969) loss_rec_all: 0.2142 (0.2227) loss_rec_sfr: 0.2743 (0.2910) loss_cl: -0.2782 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [04:15:50.961274] Epoch: [178] [2500/2904] eta: 0:05:04 lr: 0.002208 loss: 0.1857 (0.1969) loss_rec_all: 0.2114 (0.2227) loss_rec_sfr: 0.2795 (0.2910) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [04:16:05.881947] Epoch: [178] [2520/2904] eta: 0:04:49 lr: 0.002208 loss: 0.1859 (0.1968) loss_rec_all: 0.2120 (0.2226) loss_rec_sfr: 0.2403 (0.2908) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [04:16:20.799297] Epoch: [178] [2540/2904] eta: 0:04:34 lr: 0.002208 loss: 0.1812 (0.1967) loss_rec_all: 0.2069 (0.2226) loss_rec_sfr: 0.2352 (0.2906) loss_cl: -0.2782 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [04:16:35.717944] Epoch: [178] [2560/2904] eta: 0:04:19 lr: 0.002208 loss: 0.1916 (0.1967) loss_rec_all: 0.2174 (0.2226) loss_rec_sfr: 0.2714 (0.2906) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [04:16:50.631315] Epoch: [178] [2580/2904] eta: 0:04:04 lr: 0.002208 loss: 0.1852 (0.1967) loss_rec_all: 0.2117 (0.2226) loss_rec_sfr: 0.2817 (0.2907) loss_cl: -0.2793 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [04:17:05.549670] Epoch: [178] [2600/2904] eta: 0:03:49 lr: 0.002208 loss: 0.1838 (0.1967) loss_rec_all: 0.2098 (0.2226) loss_rec_sfr: 0.2733 (0.2907) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [04:17:20.461871] Epoch: [178] [2620/2904] eta: 0:03:34 lr: 0.002208 loss: 0.1872 (0.1968) loss_rec_all: 0.2130 (0.2226) loss_rec_sfr: 0.2801 (0.2909) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [04:17:35.380208] Epoch: [178] [2640/2904] eta: 0:03:19 lr: 0.002208 loss: 0.1887 (0.1968) loss_rec_all: 0.2146 (0.2227) loss_rec_sfr: 0.2724 (0.2909) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [04:17:50.298328] Epoch: [178] [2660/2904] eta: 0:03:03 lr: 0.002208 loss: 0.1885 (0.1969) loss_rec_all: 0.2145 (0.2227) loss_rec_sfr: 0.2641 (0.2910) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [04:18:05.214388] Epoch: [178] [2680/2904] eta: 0:02:48 lr: 0.002208 loss: 0.1837 (0.1968) loss_rec_all: 0.2101 (0.2226) loss_rec_sfr: 0.2642 (0.2908) loss_cl: -0.2793 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [04:18:20.132305] Epoch: [178] [2700/2904] eta: 0:02:33 lr: 0.002207 loss: 0.1852 (0.1967) loss_rec_all: 0.2110 (0.2226) loss_rec_sfr: 0.2653 (0.2907) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [04:18:35.049658] Epoch: [178] [2720/2904] eta: 0:02:18 lr: 0.002207 loss: 0.1856 (0.1967) loss_rec_all: 0.2120 (0.2226) loss_rec_sfr: 0.2677 (0.2907) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [04:18:49.966420] Epoch: [178] [2740/2904] eta: 0:02:03 lr: 0.002207 loss: 0.1876 (0.1967) loss_rec_all: 0.2135 (0.2226) loss_rec_sfr: 0.2541 (0.2906) loss_cl: -0.2797 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [04:19:04.876616] Epoch: [178] [2760/2904] eta: 0:01:48 lr: 0.002207 loss: 0.1879 (0.1967) loss_rec_all: 0.2143 (0.2226) loss_rec_sfr: 0.2681 (0.2905) loss_cl: -0.2793 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [04:19:19.790464] Epoch: [178] [2780/2904] eta: 0:01:33 lr: 0.002207 loss: 0.1873 (0.1968) loss_rec_all: 0.2132 (0.2226) loss_rec_sfr: 0.2778 (0.2906) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [04:19:34.700409] Epoch: [178] [2800/2904] eta: 0:01:18 lr: 0.002207 loss: 0.1891 (0.1968) loss_rec_all: 0.2150 (0.2227) loss_rec_sfr: 0.2851 (0.2909) loss_cl: -0.2798 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [04:19:49.621390] Epoch: [178] [2820/2904] eta: 0:01:03 lr: 0.002207 loss: 0.1874 (0.1968) loss_rec_all: 0.2133 (0.2227) loss_rec_sfr: 0.2657 (0.2907) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [04:20:04.626313] Epoch: [178] [2840/2904] eta: 0:00:48 lr: 0.002207 loss: 0.1840 (0.1968) loss_rec_all: 0.2098 (0.2226) loss_rec_sfr: 0.2743 (0.2907) loss_cl: -0.2790 (-0.2788) time: 0.7502 data: 0.0056 max mem: 29860 [04:20:19.525007] Epoch: [178] [2860/2904] eta: 0:00:33 lr: 0.002207 loss: 0.1829 (0.1967) loss_rec_all: 0.2091 (0.2226) loss_rec_sfr: 0.2600 (0.2904) loss_cl: -0.2790 (-0.2788) time: 0.7449 data: 0.0001 max mem: 29860 [04:20:34.426628] Epoch: [178] [2880/2904] eta: 0:00:18 lr: 0.002207 loss: 0.1872 (0.1967) loss_rec_all: 0.2132 (0.2225) loss_rec_sfr: 0.2744 (0.2904) loss_cl: -0.2792 (-0.2788) time: 0.7450 data: 0.0001 max mem: 29860 [04:20:49.327087] Epoch: [178] [2900/2904] eta: 0:00:03 lr: 0.002207 loss: 0.1876 (0.1967) loss_rec_all: 0.2136 (0.2226) loss_rec_sfr: 0.2778 (0.2905) loss_cl: -0.2794 (-0.2788) time: 0.7450 data: 0.0001 max mem: 29860 [04:20:51.568381] Epoch: [178] [2903/2904] eta: 0:00:00 lr: 0.002207 loss: 0.1867 (0.1967) loss_rec_all: 0.2127 (0.2225) loss_rec_sfr: 0.2668 (0.2904) loss_cl: -0.2794 (-0.2788) time: 0.7450 data: 0.0001 max mem: 29860 [04:20:53.807892] Epoch: [178] Total time: 0:36:29 (0.7541 s / it) [04:20:53.818767] Averaged stats: lr: 0.002207 loss: 0.1867 (0.1992) loss_rec_all: 0.2127 (0.2227) loss_rec_sfr: 0.2668 (0.2908) loss_cl: -0.2794 (-0.2555) [04:20:53.824681] log_dir: ./checkpoint/VF2_ViT-B [04:21:12.535581] Epoch: [179] [ 0/2904] eta: 15:05:33 lr: 0.002207 loss: 0.1691 (0.1691) loss_rec_all: 0.1957 (0.1957) loss_rec_sfr: 0.1867 (0.1867) loss_cl: -0.2799 (-0.2799) time: 18.7100 data: 13.8370 max mem: 29860 [04:21:29.106637] Epoch: [179] [ 20/2904] eta: 1:20:45 lr: 0.002207 loss: 0.1847 (0.2028) loss_rec_all: 0.2109 (0.2284) loss_rec_sfr: 0.2862 (0.3217) loss_cl: -0.2782 (-0.2783) time: 0.8285 data: 0.0805 max mem: 29860 [04:21:44.030271] Epoch: [179] [ 40/2904] eta: 0:58:26 lr: 0.002207 loss: 0.1847 (0.1993) loss_rec_all: 0.2110 (0.2249) loss_rec_sfr: 0.2732 (0.3054) loss_cl: -0.2777 (-0.2780) time: 0.7461 data: 0.0003 max mem: 29860 [04:21:58.999561] Epoch: [179] [ 60/2904] eta: 0:50:38 lr: 0.002207 loss: 0.1843 (0.1968) loss_rec_all: 0.2105 (0.2226) loss_rec_sfr: 0.2651 (0.2969) loss_cl: -0.2791 (-0.2783) time: 0.7484 data: 0.0003 max mem: 29860 [04:22:13.983630] Epoch: [179] [ 80/2904] eta: 0:46:34 lr: 0.002207 loss: 0.1810 (0.1946) loss_rec_all: 0.2072 (0.2204) loss_rec_sfr: 0.2369 (0.2889) loss_cl: -0.2795 (-0.2786) time: 0.7491 data: 0.0006 max mem: 29860 [04:22:28.950153] Epoch: [179] [ 100/2904] eta: 0:44:00 lr: 0.002207 loss: 0.1865 (0.1933) loss_rec_all: 0.2124 (0.2192) loss_rec_sfr: 0.2713 (0.2857) loss_cl: -0.2799 (-0.2789) time: 0.7482 data: 0.0005 max mem: 29860 [04:22:43.905251] Epoch: [179] [ 120/2904] eta: 0:42:12 lr: 0.002207 loss: 0.1845 (0.1940) loss_rec_all: 0.2104 (0.2199) loss_rec_sfr: 0.2423 (0.2858) loss_cl: -0.2792 (-0.2789) time: 0.7477 data: 0.0006 max mem: 29860 [04:22:58.873172] Epoch: [179] [ 140/2904] eta: 0:40:51 lr: 0.002207 loss: 0.1843 (0.1946) loss_rec_all: 0.2107 (0.2204) loss_rec_sfr: 0.2681 (0.2865) loss_cl: -0.2784 (-0.2788) time: 0.7483 data: 0.0005 max mem: 29860 [04:23:13.817155] Epoch: [179] [ 160/2904] eta: 0:39:45 lr: 0.002207 loss: 0.1848 (0.1945) loss_rec_all: 0.2112 (0.2204) loss_rec_sfr: 0.2707 (0.2855) loss_cl: -0.2780 (-0.2786) time: 0.7472 data: 0.0004 max mem: 29860 [04:23:28.778383] Epoch: [179] [ 180/2904] eta: 0:38:51 lr: 0.002207 loss: 0.1882 (0.1951) loss_rec_all: 0.2147 (0.2210) loss_rec_sfr: 0.2724 (0.2868) loss_cl: -0.2796 (-0.2787) time: 0.7480 data: 0.0004 max mem: 29860 [04:23:43.822965] Epoch: [179] [ 200/2904] eta: 0:38:06 lr: 0.002207 loss: 0.1879 (0.1954) loss_rec_all: 0.2143 (0.2213) loss_rec_sfr: 0.2722 (0.2879) loss_cl: -0.2813 (-0.2789) time: 0.7521 data: 0.0003 max mem: 29860 [04:23:58.774998] Epoch: [179] [ 220/2904] eta: 0:37:25 lr: 0.002207 loss: 0.1862 (0.1961) loss_rec_all: 0.2121 (0.2219) loss_rec_sfr: 0.2765 (0.2897) loss_cl: -0.2788 (-0.2789) time: 0.7475 data: 0.0003 max mem: 29860 [04:24:13.718652] Epoch: [179] [ 240/2904] eta: 0:36:49 lr: 0.002207 loss: 0.1833 (0.1957) loss_rec_all: 0.2095 (0.2216) loss_rec_sfr: 0.2614 (0.2877) loss_cl: -0.2787 (-0.2788) time: 0.7471 data: 0.0003 max mem: 29860 [04:24:28.678424] Epoch: [179] [ 260/2904] eta: 0:36:16 lr: 0.002207 loss: 0.1824 (0.1955) loss_rec_all: 0.2083 (0.2213) loss_rec_sfr: 0.2621 (0.2868) loss_cl: -0.2787 (-0.2788) time: 0.7479 data: 0.0004 max mem: 29860 [04:24:43.601604] Epoch: [179] [ 280/2904] eta: 0:35:45 lr: 0.002207 loss: 0.1875 (0.1960) loss_rec_all: 0.2134 (0.2219) loss_rec_sfr: 0.2869 (0.2890) loss_cl: -0.2782 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [04:24:58.518086] Epoch: [179] [ 300/2904] eta: 0:35:16 lr: 0.002207 loss: 0.1878 (0.1956) loss_rec_all: 0.2133 (0.2215) loss_rec_sfr: 0.2668 (0.2882) loss_cl: -0.2779 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [04:25:13.426592] Epoch: [179] [ 320/2904] eta: 0:34:49 lr: 0.002207 loss: 0.1837 (0.1956) loss_rec_all: 0.2098 (0.2215) loss_rec_sfr: 0.2360 (0.2876) loss_cl: -0.2794 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [04:25:28.336928] Epoch: [179] [ 340/2904] eta: 0:34:23 lr: 0.002207 loss: 0.1881 (0.1962) loss_rec_all: 0.2147 (0.2221) loss_rec_sfr: 0.2786 (0.2897) loss_cl: -0.2792 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [04:25:43.249091] Epoch: [179] [ 360/2904] eta: 0:33:59 lr: 0.002207 loss: 0.1866 (0.1957) loss_rec_all: 0.2126 (0.2216) loss_rec_sfr: 0.2637 (0.2878) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [04:25:58.154223] Epoch: [179] [ 380/2904] eta: 0:33:35 lr: 0.002207 loss: 0.1842 (0.1957) loss_rec_all: 0.2104 (0.2216) loss_rec_sfr: 0.2673 (0.2875) loss_cl: -0.2784 (-0.2787) time: 0.7452 data: 0.0003 max mem: 29860 [04:26:13.065840] Epoch: [179] [ 400/2904] eta: 0:33:13 lr: 0.002207 loss: 0.1945 (0.1960) loss_rec_all: 0.2205 (0.2219) loss_rec_sfr: 0.2719 (0.2885) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [04:26:27.982673] Epoch: [179] [ 420/2904] eta: 0:32:51 lr: 0.002207 loss: 0.1855 (0.1961) loss_rec_all: 0.2119 (0.2220) loss_rec_sfr: 0.2645 (0.2883) loss_cl: -0.2794 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [04:26:43.103687] Epoch: [179] [ 440/2904] eta: 0:32:31 lr: 0.002207 loss: 0.1849 (0.1959) loss_rec_all: 0.2111 (0.2217) loss_rec_sfr: 0.2701 (0.2876) loss_cl: -0.2789 (-0.2788) time: 0.7560 data: 0.0002 max mem: 29860 [04:26:58.016122] Epoch: [179] [ 460/2904] eta: 0:32:10 lr: 0.002207 loss: 0.1883 (0.1959) loss_rec_all: 0.2148 (0.2218) loss_rec_sfr: 0.2601 (0.2875) loss_cl: -0.2783 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [04:27:12.950401] Epoch: [179] [ 480/2904] eta: 0:31:50 lr: 0.002207 loss: 0.1849 (0.1961) loss_rec_all: 0.2111 (0.2219) loss_rec_sfr: 0.2389 (0.2878) loss_cl: -0.2781 (-0.2787) time: 0.7467 data: 0.0002 max mem: 29860 [04:27:27.864618] Epoch: [179] [ 500/2904] eta: 0:31:30 lr: 0.002207 loss: 0.1853 (0.1964) loss_rec_all: 0.2112 (0.2223) loss_rec_sfr: 0.2880 (0.2893) loss_cl: -0.2788 (-0.2787) time: 0.7457 data: 0.0003 max mem: 29860 [04:27:42.779423] Epoch: [179] [ 520/2904] eta: 0:31:11 lr: 0.002207 loss: 0.1902 (0.1966) loss_rec_all: 0.2165 (0.2225) loss_rec_sfr: 0.2805 (0.2902) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [04:27:57.683001] Epoch: [179] [ 540/2904] eta: 0:30:51 lr: 0.002207 loss: 0.1865 (0.1967) loss_rec_all: 0.2125 (0.2225) loss_rec_sfr: 0.2678 (0.2903) loss_cl: -0.2799 (-0.2788) time: 0.7451 data: 0.0003 max mem: 29860 [04:28:12.596154] Epoch: [179] [ 560/2904] eta: 0:30:33 lr: 0.002207 loss: 0.1880 (0.1969) loss_rec_all: 0.2142 (0.2227) loss_rec_sfr: 0.2734 (0.2910) loss_cl: -0.2793 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [04:28:27.511870] Epoch: [179] [ 580/2904] eta: 0:30:14 lr: 0.002207 loss: 0.1847 (0.1969) loss_rec_all: 0.2111 (0.2228) loss_rec_sfr: 0.2743 (0.2911) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [04:28:42.432446] Epoch: [179] [ 600/2904] eta: 0:29:56 lr: 0.002207 loss: 0.1938 (0.1972) loss_rec_all: 0.2197 (0.2230) loss_rec_sfr: 0.2890 (0.2921) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [04:28:57.351439] Epoch: [179] [ 620/2904] eta: 0:29:38 lr: 0.002207 loss: 0.1878 (0.1971) loss_rec_all: 0.2138 (0.2229) loss_rec_sfr: 0.2656 (0.2915) loss_cl: -0.2780 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [04:29:12.263131] Epoch: [179] [ 640/2904] eta: 0:29:20 lr: 0.002207 loss: 0.1861 (0.1972) loss_rec_all: 0.2119 (0.2230) loss_rec_sfr: 0.2796 (0.2919) loss_cl: -0.2781 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [04:29:27.171705] Epoch: [179] [ 660/2904] eta: 0:29:02 lr: 0.002207 loss: 0.1891 (0.1973) loss_rec_all: 0.2149 (0.2231) loss_rec_sfr: 0.2710 (0.2918) loss_cl: -0.2790 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [04:29:42.084302] Epoch: [179] [ 680/2904] eta: 0:28:45 lr: 0.002207 loss: 0.1909 (0.1975) loss_rec_all: 0.2171 (0.2233) loss_rec_sfr: 0.2797 (0.2928) loss_cl: -0.2800 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [04:29:56.996113] Epoch: [179] [ 700/2904] eta: 0:28:27 lr: 0.002207 loss: 0.1858 (0.1974) loss_rec_all: 0.2116 (0.2233) loss_rec_sfr: 0.2623 (0.2926) loss_cl: -0.2791 (-0.2788) time: 0.7455 data: 0.0004 max mem: 29860 [04:30:11.910285] Epoch: [179] [ 720/2904] eta: 0:28:10 lr: 0.002207 loss: 0.1879 (0.1976) loss_rec_all: 0.2136 (0.2234) loss_rec_sfr: 0.2708 (0.2930) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [04:30:26.819019] Epoch: [179] [ 740/2904] eta: 0:27:53 lr: 0.002207 loss: 0.1867 (0.1973) loss_rec_all: 0.2130 (0.2231) loss_rec_sfr: 0.2686 (0.2919) loss_cl: -0.2779 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [04:30:41.728131] Epoch: [179] [ 760/2904] eta: 0:27:36 lr: 0.002207 loss: 0.1837 (0.1973) loss_rec_all: 0.2101 (0.2232) loss_rec_sfr: 0.2704 (0.2923) loss_cl: -0.2780 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [04:30:56.637812] Epoch: [179] [ 780/2904] eta: 0:27:19 lr: 0.002207 loss: 0.1870 (0.1972) loss_rec_all: 0.2131 (0.2230) loss_rec_sfr: 0.2772 (0.2922) loss_cl: -0.2799 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [04:31:11.548672] Epoch: [179] [ 800/2904] eta: 0:27:02 lr: 0.002207 loss: 0.1862 (0.1972) loss_rec_all: 0.2127 (0.2231) loss_rec_sfr: 0.2646 (0.2925) loss_cl: -0.2800 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [04:31:26.454475] Epoch: [179] [ 820/2904] eta: 0:26:45 lr: 0.002207 loss: 0.1875 (0.1972) loss_rec_all: 0.2133 (0.2230) loss_rec_sfr: 0.2809 (0.2925) loss_cl: -0.2795 (-0.2788) time: 0.7452 data: 0.0003 max mem: 29860 [04:31:41.359360] Epoch: [179] [ 840/2904] eta: 0:26:29 lr: 0.002207 loss: 0.1874 (0.1973) loss_rec_all: 0.2131 (0.2231) loss_rec_sfr: 0.2767 (0.2930) loss_cl: -0.2786 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [04:31:56.269993] Epoch: [179] [ 860/2904] eta: 0:26:12 lr: 0.002207 loss: 0.1848 (0.1972) loss_rec_all: 0.2112 (0.2231) loss_rec_sfr: 0.2377 (0.2925) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [04:32:11.181462] Epoch: [179] [ 880/2904] eta: 0:25:56 lr: 0.002206 loss: 0.1847 (0.1970) loss_rec_all: 0.2107 (0.2229) loss_rec_sfr: 0.2691 (0.2918) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [04:32:26.087331] Epoch: [179] [ 900/2904] eta: 0:25:39 lr: 0.002206 loss: 0.1900 (0.1971) loss_rec_all: 0.2159 (0.2230) loss_rec_sfr: 0.2709 (0.2920) loss_cl: -0.2790 (-0.2788) time: 0.7452 data: 0.0003 max mem: 29860 [04:32:40.994894] Epoch: [179] [ 920/2904] eta: 0:25:23 lr: 0.002206 loss: 0.1836 (0.1970) loss_rec_all: 0.2096 (0.2229) loss_rec_sfr: 0.2746 (0.2918) loss_cl: -0.2789 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [04:32:55.903156] Epoch: [179] [ 940/2904] eta: 0:25:06 lr: 0.002206 loss: 0.1856 (0.1969) loss_rec_all: 0.2115 (0.2227) loss_rec_sfr: 0.2716 (0.2914) loss_cl: -0.2789 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [04:33:10.813431] Epoch: [179] [ 960/2904] eta: 0:24:50 lr: 0.002206 loss: 0.1857 (0.1969) loss_rec_all: 0.2120 (0.2227) loss_rec_sfr: 0.2595 (0.2913) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [04:33:25.741084] Epoch: [179] [ 980/2904] eta: 0:24:34 lr: 0.002206 loss: 0.1885 (0.1969) loss_rec_all: 0.2143 (0.2227) loss_rec_sfr: 0.2651 (0.2912) loss_cl: -0.2791 (-0.2788) time: 0.7463 data: 0.0003 max mem: 29860 [04:33:40.649658] Epoch: [179] [1000/2904] eta: 0:24:18 lr: 0.002206 loss: 0.1845 (0.1968) loss_rec_all: 0.2103 (0.2227) loss_rec_sfr: 0.2642 (0.2910) loss_cl: -0.2784 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [04:33:55.558615] Epoch: [179] [1020/2904] eta: 0:24:02 lr: 0.002206 loss: 0.1845 (0.1968) loss_rec_all: 0.2105 (0.2227) loss_rec_sfr: 0.2811 (0.2913) loss_cl: -0.2792 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [04:34:10.469180] Epoch: [179] [1040/2904] eta: 0:23:46 lr: 0.002206 loss: 0.1864 (0.1968) loss_rec_all: 0.2123 (0.2226) loss_rec_sfr: 0.2636 (0.2909) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [04:34:25.379381] Epoch: [179] [1060/2904] eta: 0:23:30 lr: 0.002206 loss: 0.1850 (0.1968) loss_rec_all: 0.2108 (0.2226) loss_rec_sfr: 0.2754 (0.2910) loss_cl: -0.2790 (-0.2788) time: 0.7454 data: 0.0004 max mem: 29860 [04:34:40.281444] Epoch: [179] [1080/2904] eta: 0:23:14 lr: 0.002206 loss: 0.1889 (0.1968) loss_rec_all: 0.2148 (0.2227) loss_rec_sfr: 0.2829 (0.2913) loss_cl: -0.2790 (-0.2788) time: 0.7450 data: 0.0003 max mem: 29860 [04:34:55.195757] Epoch: [179] [1100/2904] eta: 0:22:58 lr: 0.002206 loss: 0.1868 (0.1967) loss_rec_all: 0.2132 (0.2225) loss_rec_sfr: 0.2749 (0.2910) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [04:35:10.102842] Epoch: [179] [1120/2904] eta: 0:22:42 lr: 0.002206 loss: 0.1909 (0.1968) loss_rec_all: 0.2167 (0.2227) loss_rec_sfr: 0.2609 (0.2913) loss_cl: -0.2789 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [04:35:25.030747] Epoch: [179] [1140/2904] eta: 0:22:26 lr: 0.002206 loss: 0.1954 (0.1970) loss_rec_all: 0.2215 (0.2229) loss_rec_sfr: 0.2725 (0.2919) loss_cl: -0.2799 (-0.2788) time: 0.7464 data: 0.0003 max mem: 29860 [04:35:39.935973] Epoch: [179] [1160/2904] eta: 0:22:10 lr: 0.002206 loss: 0.1866 (0.1970) loss_rec_all: 0.2127 (0.2229) loss_rec_sfr: 0.2762 (0.2920) loss_cl: -0.2783 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [04:35:54.851776] Epoch: [179] [1180/2904] eta: 0:21:55 lr: 0.002206 loss: 0.1864 (0.1969) loss_rec_all: 0.2127 (0.2228) loss_rec_sfr: 0.2635 (0.2915) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [04:36:09.767866] Epoch: [179] [1200/2904] eta: 0:21:39 lr: 0.002206 loss: 0.1824 (0.1969) loss_rec_all: 0.2089 (0.2228) loss_rec_sfr: 0.2347 (0.2914) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [04:36:24.677982] Epoch: [179] [1220/2904] eta: 0:21:23 lr: 0.002206 loss: 0.1870 (0.1969) loss_rec_all: 0.2128 (0.2228) loss_rec_sfr: 0.2813 (0.2915) loss_cl: -0.2794 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [04:36:39.591224] Epoch: [179] [1240/2904] eta: 0:21:08 lr: 0.002206 loss: 0.1844 (0.1969) loss_rec_all: 0.2105 (0.2227) loss_rec_sfr: 0.2820 (0.2915) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0004 max mem: 29860 [04:36:54.494731] Epoch: [179] [1260/2904] eta: 0:20:52 lr: 0.002206 loss: 0.1896 (0.1969) loss_rec_all: 0.2157 (0.2228) loss_rec_sfr: 0.2506 (0.2916) loss_cl: -0.2785 (-0.2788) time: 0.7451 data: 0.0003 max mem: 29860 [04:37:09.404302] Epoch: [179] [1280/2904] eta: 0:20:36 lr: 0.002206 loss: 0.1869 (0.1969) loss_rec_all: 0.2134 (0.2228) loss_rec_sfr: 0.2641 (0.2913) loss_cl: -0.2794 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [04:37:24.305663] Epoch: [179] [1300/2904] eta: 0:20:21 lr: 0.002206 loss: 0.1873 (0.1971) loss_rec_all: 0.2132 (0.2229) loss_rec_sfr: 0.2893 (0.2920) loss_cl: -0.2785 (-0.2788) time: 0.7450 data: 0.0003 max mem: 29860 [04:37:39.214437] Epoch: [179] [1320/2904] eta: 0:20:05 lr: 0.002206 loss: 0.1853 (0.1969) loss_rec_all: 0.2114 (0.2228) loss_rec_sfr: 0.2417 (0.2913) loss_cl: -0.2793 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [04:37:54.130102] Epoch: [179] [1340/2904] eta: 0:19:49 lr: 0.002206 loss: 0.1834 (0.1970) loss_rec_all: 0.2091 (0.2228) loss_rec_sfr: 0.2854 (0.2915) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [04:38:09.040573] Epoch: [179] [1360/2904] eta: 0:19:34 lr: 0.002206 loss: 0.1895 (0.1971) loss_rec_all: 0.2157 (0.2229) loss_rec_sfr: 0.2651 (0.2917) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [04:38:23.948852] Epoch: [179] [1380/2904] eta: 0:19:18 lr: 0.002206 loss: 0.1872 (0.1971) loss_rec_all: 0.2132 (0.2229) loss_rec_sfr: 0.2786 (0.2918) loss_cl: -0.2796 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [04:38:38.860896] Epoch: [179] [1400/2904] eta: 0:19:03 lr: 0.002206 loss: 0.1905 (0.1972) loss_rec_all: 0.2165 (0.2231) loss_rec_sfr: 0.2733 (0.2921) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [04:38:53.777366] Epoch: [179] [1420/2904] eta: 0:18:47 lr: 0.002206 loss: 0.1927 (0.1973) loss_rec_all: 0.2183 (0.2231) loss_rec_sfr: 0.2727 (0.2923) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [04:39:08.684935] Epoch: [179] [1440/2904] eta: 0:18:32 lr: 0.002206 loss: 0.1839 (0.1972) loss_rec_all: 0.2100 (0.2231) loss_rec_sfr: 0.2677 (0.2921) loss_cl: -0.2791 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [04:39:23.591258] Epoch: [179] [1460/2904] eta: 0:18:16 lr: 0.002206 loss: 0.1884 (0.1973) loss_rec_all: 0.2141 (0.2232) loss_rec_sfr: 0.2800 (0.2925) loss_cl: -0.2790 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [04:39:38.503760] Epoch: [179] [1480/2904] eta: 0:18:01 lr: 0.002206 loss: 0.1851 (0.1973) loss_rec_all: 0.2110 (0.2231) loss_rec_sfr: 0.2713 (0.2924) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [04:39:53.414258] Epoch: [179] [1500/2904] eta: 0:17:45 lr: 0.002206 loss: 0.1875 (0.1973) loss_rec_all: 0.2135 (0.2231) loss_rec_sfr: 0.2653 (0.2924) loss_cl: -0.2795 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [04:40:08.322028] Epoch: [179] [1520/2904] eta: 0:17:30 lr: 0.002206 loss: 0.1856 (0.1973) loss_rec_all: 0.2119 (0.2231) loss_rec_sfr: 0.2410 (0.2922) loss_cl: -0.2793 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [04:40:23.235067] Epoch: [179] [1540/2904] eta: 0:17:15 lr: 0.002206 loss: 0.1806 (0.1972) loss_rec_all: 0.2074 (0.2230) loss_rec_sfr: 0.2281 (0.2918) loss_cl: -0.2792 (-0.2789) time: 0.7456 data: 0.0003 max mem: 29860 [04:40:38.145647] Epoch: [179] [1560/2904] eta: 0:16:59 lr: 0.002206 loss: 0.1850 (0.1972) loss_rec_all: 0.2110 (0.2230) loss_rec_sfr: 0.2748 (0.2917) loss_cl: -0.2778 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [04:40:53.062815] Epoch: [179] [1580/2904] eta: 0:16:44 lr: 0.002206 loss: 0.1867 (0.1971) loss_rec_all: 0.2129 (0.2230) loss_rec_sfr: 0.2838 (0.2918) loss_cl: -0.2782 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [04:41:07.973969] Epoch: [179] [1600/2904] eta: 0:16:28 lr: 0.002206 loss: 0.1846 (0.1971) loss_rec_all: 0.2109 (0.2229) loss_rec_sfr: 0.2762 (0.2917) loss_cl: -0.2792 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [04:41:22.884230] Epoch: [179] [1620/2904] eta: 0:16:13 lr: 0.002206 loss: 0.1880 (0.1971) loss_rec_all: 0.2143 (0.2229) loss_rec_sfr: 0.2696 (0.2917) loss_cl: -0.2794 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [04:41:37.794073] Epoch: [179] [1640/2904] eta: 0:15:58 lr: 0.002206 loss: 0.1883 (0.1971) loss_rec_all: 0.2141 (0.2230) loss_rec_sfr: 0.2729 (0.2919) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [04:41:52.700667] Epoch: [179] [1660/2904] eta: 0:15:42 lr: 0.002206 loss: 0.1904 (0.1972) loss_rec_all: 0.2162 (0.2230) loss_rec_sfr: 0.2694 (0.2919) loss_cl: -0.2790 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [04:42:07.615080] Epoch: [179] [1680/2904] eta: 0:15:27 lr: 0.002206 loss: 0.1832 (0.1971) loss_rec_all: 0.2094 (0.2230) loss_rec_sfr: 0.2766 (0.2918) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [04:42:22.532083] Epoch: [179] [1700/2904] eta: 0:15:12 lr: 0.002206 loss: 0.1855 (0.1971) loss_rec_all: 0.2119 (0.2230) loss_rec_sfr: 0.2767 (0.2918) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [04:42:37.442937] Epoch: [179] [1720/2904] eta: 0:14:56 lr: 0.002206 loss: 0.1849 (0.1972) loss_rec_all: 0.2109 (0.2230) loss_rec_sfr: 0.2373 (0.2918) loss_cl: -0.2793 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [04:42:52.355887] Epoch: [179] [1740/2904] eta: 0:14:41 lr: 0.002206 loss: 0.1825 (0.1971) loss_rec_all: 0.2084 (0.2229) loss_rec_sfr: 0.2735 (0.2916) loss_cl: -0.2779 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [04:43:07.414749] Epoch: [179] [1760/2904] eta: 0:14:26 lr: 0.002206 loss: 0.1877 (0.1972) loss_rec_all: 0.2133 (0.2230) loss_rec_sfr: 0.2773 (0.2919) loss_cl: -0.2782 (-0.2788) time: 0.7529 data: 0.0002 max mem: 29860 [04:43:22.341584] Epoch: [179] [1780/2904] eta: 0:14:10 lr: 0.002206 loss: 0.1962 (0.1973) loss_rec_all: 0.2221 (0.2232) loss_rec_sfr: 0.2775 (0.2923) loss_cl: -0.2783 (-0.2788) time: 0.7463 data: 0.0003 max mem: 29860 [04:43:37.261738] Epoch: [179] [1800/2904] eta: 0:13:55 lr: 0.002206 loss: 0.1887 (0.1974) loss_rec_all: 0.2148 (0.2232) loss_rec_sfr: 0.2703 (0.2925) loss_cl: -0.2797 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [04:43:52.177042] Epoch: [179] [1820/2904] eta: 0:13:40 lr: 0.002206 loss: 0.1851 (0.1974) loss_rec_all: 0.2110 (0.2232) loss_rec_sfr: 0.2749 (0.2927) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [04:44:07.094298] Epoch: [179] [1840/2904] eta: 0:13:25 lr: 0.002206 loss: 0.2018 (0.1976) loss_rec_all: 0.2278 (0.2234) loss_rec_sfr: 0.2789 (0.2931) loss_cl: -0.2794 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [04:44:22.008894] Epoch: [179] [1860/2904] eta: 0:13:09 lr: 0.002206 loss: 0.1878 (0.1975) loss_rec_all: 0.2138 (0.2233) loss_rec_sfr: 0.2661 (0.2929) loss_cl: -0.2777 (-0.2788) time: 0.7456 data: 0.0004 max mem: 29860 [04:44:36.918296] Epoch: [179] [1880/2904] eta: 0:12:54 lr: 0.002206 loss: 0.1884 (0.1975) loss_rec_all: 0.2147 (0.2233) loss_rec_sfr: 0.2703 (0.2928) loss_cl: -0.2795 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [04:44:51.837126] Epoch: [179] [1900/2904] eta: 0:12:39 lr: 0.002206 loss: 0.1854 (0.1975) loss_rec_all: 0.2116 (0.2233) loss_rec_sfr: 0.2649 (0.2926) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [04:45:06.751062] Epoch: [179] [1920/2904] eta: 0:12:24 lr: 0.002206 loss: 0.1960 (0.1976) loss_rec_all: 0.2219 (0.2234) loss_rec_sfr: 0.2730 (0.2930) loss_cl: -0.2783 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [04:45:21.657879] Epoch: [179] [1940/2904] eta: 0:12:08 lr: 0.002205 loss: 0.1895 (0.1975) loss_rec_all: 0.2154 (0.2234) loss_rec_sfr: 0.2754 (0.2930) loss_cl: -0.2794 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [04:45:36.563592] Epoch: [179] [1960/2904] eta: 0:11:53 lr: 0.002205 loss: 0.1849 (0.1975) loss_rec_all: 0.2113 (0.2234) loss_rec_sfr: 0.2701 (0.2929) loss_cl: -0.2796 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [04:45:51.472202] Epoch: [179] [1980/2904] eta: 0:11:38 lr: 0.002205 loss: 0.1868 (0.1975) loss_rec_all: 0.2125 (0.2234) loss_rec_sfr: 0.2854 (0.2930) loss_cl: -0.2787 (-0.2788) time: 0.7454 data: 0.0004 max mem: 29860 [04:46:06.382275] Epoch: [179] [2000/2904] eta: 0:11:23 lr: 0.002205 loss: 0.1864 (0.1975) loss_rec_all: 0.2124 (0.2234) loss_rec_sfr: 0.2754 (0.2929) loss_cl: -0.2784 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [04:46:21.287332] Epoch: [179] [2020/2904] eta: 0:11:08 lr: 0.002205 loss: 0.1862 (0.1974) loss_rec_all: 0.2123 (0.2233) loss_rec_sfr: 0.2449 (0.2925) loss_cl: -0.2788 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [04:46:36.189517] Epoch: [179] [2040/2904] eta: 0:10:52 lr: 0.002205 loss: 0.1850 (0.1973) loss_rec_all: 0.2110 (0.2232) loss_rec_sfr: 0.2745 (0.2923) loss_cl: -0.2799 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [04:46:51.099390] Epoch: [179] [2060/2904] eta: 0:10:37 lr: 0.002205 loss: 0.1863 (0.1974) loss_rec_all: 0.2123 (0.2232) loss_rec_sfr: 0.2630 (0.2923) loss_cl: -0.2786 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [04:47:06.004941] Epoch: [179] [2080/2904] eta: 0:10:22 lr: 0.002205 loss: 0.1860 (0.1973) loss_rec_all: 0.2120 (0.2232) loss_rec_sfr: 0.2549 (0.2921) loss_cl: -0.2790 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [04:47:20.919597] Epoch: [179] [2100/2904] eta: 0:10:07 lr: 0.002205 loss: 0.1896 (0.1973) loss_rec_all: 0.2156 (0.2232) loss_rec_sfr: 0.2783 (0.2921) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [04:47:35.833384] Epoch: [179] [2120/2904] eta: 0:09:52 lr: 0.002205 loss: 0.1862 (0.1973) loss_rec_all: 0.2122 (0.2231) loss_rec_sfr: 0.2665 (0.2919) loss_cl: -0.2781 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [04:47:50.751377] Epoch: [179] [2140/2904] eta: 0:09:36 lr: 0.002205 loss: 0.1884 (0.1973) loss_rec_all: 0.2140 (0.2231) loss_rec_sfr: 0.2747 (0.2920) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [04:48:05.664989] Epoch: [179] [2160/2904] eta: 0:09:21 lr: 0.002205 loss: 0.1944 (0.1974) loss_rec_all: 0.2203 (0.2232) loss_rec_sfr: 0.2866 (0.2925) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [04:48:20.576045] Epoch: [179] [2180/2904] eta: 0:09:06 lr: 0.002205 loss: 0.1911 (0.1975) loss_rec_all: 0.2171 (0.2233) loss_rec_sfr: 0.2872 (0.2928) loss_cl: -0.2791 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [04:48:35.483136] Epoch: [179] [2200/2904] eta: 0:08:51 lr: 0.002205 loss: 0.1853 (0.1974) loss_rec_all: 0.2111 (0.2233) loss_rec_sfr: 0.2658 (0.2927) loss_cl: -0.2786 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [04:48:50.389345] Epoch: [179] [2220/2904] eta: 0:08:36 lr: 0.002205 loss: 0.1889 (0.1975) loss_rec_all: 0.2147 (0.2233) loss_rec_sfr: 0.2754 (0.2929) loss_cl: -0.2786 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [04:49:05.295555] Epoch: [179] [2240/2904] eta: 0:08:21 lr: 0.002205 loss: 0.1904 (0.1976) loss_rec_all: 0.2166 (0.2234) loss_rec_sfr: 0.2444 (0.2929) loss_cl: -0.2789 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [04:49:20.199920] Epoch: [179] [2260/2904] eta: 0:08:05 lr: 0.002205 loss: 0.1863 (0.1976) loss_rec_all: 0.2123 (0.2234) loss_rec_sfr: 0.2716 (0.2928) loss_cl: -0.2790 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [04:49:35.097615] Epoch: [179] [2280/2904] eta: 0:07:50 lr: 0.002205 loss: 0.1918 (0.1976) loss_rec_all: 0.2177 (0.2234) loss_rec_sfr: 0.2745 (0.2929) loss_cl: -0.2785 (-0.2788) time: 0.7448 data: 0.0002 max mem: 29860 [04:49:50.000270] Epoch: [179] [2300/2904] eta: 0:07:35 lr: 0.002205 loss: 0.1836 (0.1975) loss_rec_all: 0.2093 (0.2233) loss_rec_sfr: 0.2661 (0.2927) loss_cl: -0.2792 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [04:50:04.903696] Epoch: [179] [2320/2904] eta: 0:07:20 lr: 0.002205 loss: 0.1883 (0.1975) loss_rec_all: 0.2143 (0.2233) loss_rec_sfr: 0.2688 (0.2926) loss_cl: -0.2778 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [04:50:19.809600] Epoch: [179] [2340/2904] eta: 0:07:05 lr: 0.002205 loss: 0.1842 (0.1974) loss_rec_all: 0.2106 (0.2232) loss_rec_sfr: 0.2653 (0.2923) loss_cl: -0.2790 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [04:50:34.708604] Epoch: [179] [2360/2904] eta: 0:06:50 lr: 0.002205 loss: 0.1890 (0.1974) loss_rec_all: 0.2148 (0.2232) loss_rec_sfr: 0.2619 (0.2922) loss_cl: -0.2793 (-0.2788) time: 0.7449 data: 0.0002 max mem: 29860 [04:50:49.608259] Epoch: [179] [2380/2904] eta: 0:06:35 lr: 0.002205 loss: 0.1873 (0.1974) loss_rec_all: 0.2134 (0.2232) loss_rec_sfr: 0.2760 (0.2922) loss_cl: -0.2800 (-0.2788) time: 0.7449 data: 0.0002 max mem: 29860 [04:51:04.511665] Epoch: [179] [2400/2904] eta: 0:06:20 lr: 0.002205 loss: 0.1857 (0.1974) loss_rec_all: 0.2118 (0.2232) loss_rec_sfr: 0.2634 (0.2921) loss_cl: -0.2788 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [04:51:19.416399] Epoch: [179] [2420/2904] eta: 0:06:04 lr: 0.002205 loss: 0.1860 (0.1974) loss_rec_all: 0.2124 (0.2232) loss_rec_sfr: 0.2588 (0.2920) loss_cl: -0.2786 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [04:51:34.320128] Epoch: [179] [2440/2904] eta: 0:05:49 lr: 0.002205 loss: 0.1866 (0.1973) loss_rec_all: 0.2125 (0.2232) loss_rec_sfr: 0.2701 (0.2920) loss_cl: -0.2782 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [04:51:49.224687] Epoch: [179] [2460/2904] eta: 0:05:34 lr: 0.002205 loss: 0.1860 (0.1973) loss_rec_all: 0.2123 (0.2232) loss_rec_sfr: 0.2667 (0.2919) loss_cl: -0.2787 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [04:52:04.132877] Epoch: [179] [2480/2904] eta: 0:05:19 lr: 0.002205 loss: 0.1893 (0.1974) loss_rec_all: 0.2153 (0.2232) loss_rec_sfr: 0.2758 (0.2920) loss_cl: -0.2784 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [04:52:19.046076] Epoch: [179] [2500/2904] eta: 0:05:04 lr: 0.002205 loss: 0.1834 (0.1974) loss_rec_all: 0.2094 (0.2232) loss_rec_sfr: 0.2726 (0.2920) loss_cl: -0.2793 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [04:52:33.956692] Epoch: [179] [2520/2904] eta: 0:04:49 lr: 0.002205 loss: 0.1868 (0.1974) loss_rec_all: 0.2130 (0.2232) loss_rec_sfr: 0.2585 (0.2920) loss_cl: -0.2791 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [04:52:48.866012] Epoch: [179] [2540/2904] eta: 0:04:34 lr: 0.002205 loss: 0.1876 (0.1974) loss_rec_all: 0.2136 (0.2232) loss_rec_sfr: 0.2667 (0.2921) loss_cl: -0.2784 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [04:53:03.765571] Epoch: [179] [2560/2904] eta: 0:04:19 lr: 0.002205 loss: 0.1855 (0.1974) loss_rec_all: 0.2113 (0.2232) loss_rec_sfr: 0.2747 (0.2920) loss_cl: -0.2784 (-0.2788) time: 0.7449 data: 0.0002 max mem: 29860 [04:53:18.671688] Epoch: [179] [2580/2904] eta: 0:04:04 lr: 0.002205 loss: 0.1858 (0.1974) loss_rec_all: 0.2121 (0.2232) loss_rec_sfr: 0.2772 (0.2920) loss_cl: -0.2785 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [04:53:33.578498] Epoch: [179] [2600/2904] eta: 0:03:49 lr: 0.002205 loss: 0.1843 (0.1973) loss_rec_all: 0.2102 (0.2232) loss_rec_sfr: 0.2677 (0.2919) loss_cl: -0.2790 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [04:53:48.492901] Epoch: [179] [2620/2904] eta: 0:03:33 lr: 0.002205 loss: 0.1850 (0.1973) loss_rec_all: 0.2115 (0.2231) loss_rec_sfr: 0.2802 (0.2918) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [04:54:03.397383] Epoch: [179] [2640/2904] eta: 0:03:18 lr: 0.002205 loss: 0.1859 (0.1973) loss_rec_all: 0.2118 (0.2231) loss_rec_sfr: 0.2457 (0.2916) loss_cl: -0.2781 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [04:54:18.304251] Epoch: [179] [2660/2904] eta: 0:03:03 lr: 0.002205 loss: 0.1867 (0.1972) loss_rec_all: 0.2126 (0.2230) loss_rec_sfr: 0.2715 (0.2914) loss_cl: -0.2798 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [04:54:33.205071] Epoch: [179] [2680/2904] eta: 0:02:48 lr: 0.002205 loss: 0.1874 (0.1972) loss_rec_all: 0.2133 (0.2231) loss_rec_sfr: 0.2819 (0.2916) loss_cl: -0.2788 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [04:54:48.114065] Epoch: [179] [2700/2904] eta: 0:02:33 lr: 0.002205 loss: 0.1915 (0.1973) loss_rec_all: 0.2175 (0.2231) loss_rec_sfr: 0.2805 (0.2917) loss_cl: -0.2791 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [04:55:03.016256] Epoch: [179] [2720/2904] eta: 0:02:18 lr: 0.002205 loss: 0.1863 (0.1973) loss_rec_all: 0.2122 (0.2231) loss_rec_sfr: 0.2822 (0.2917) loss_cl: -0.2789 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [04:55:17.922116] Epoch: [179] [2740/2904] eta: 0:02:03 lr: 0.002205 loss: 0.1843 (0.1972) loss_rec_all: 0.2103 (0.2230) loss_rec_sfr: 0.2597 (0.2914) loss_cl: -0.2791 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [04:55:32.830807] Epoch: [179] [2760/2904] eta: 0:01:48 lr: 0.002205 loss: 0.1836 (0.1971) loss_rec_all: 0.2100 (0.2230) loss_rec_sfr: 0.2680 (0.2913) loss_cl: -0.2783 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [04:55:47.745820] Epoch: [179] [2780/2904] eta: 0:01:33 lr: 0.002205 loss: 0.1870 (0.1972) loss_rec_all: 0.2134 (0.2230) loss_rec_sfr: 0.2721 (0.2913) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [04:56:02.649165] Epoch: [179] [2800/2904] eta: 0:01:18 lr: 0.002205 loss: 0.1876 (0.1971) loss_rec_all: 0.2136 (0.2230) loss_rec_sfr: 0.2818 (0.2913) loss_cl: -0.2787 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [04:56:17.539907] Epoch: [179] [2820/2904] eta: 0:01:03 lr: 0.002205 loss: 0.1858 (0.1972) loss_rec_all: 0.2118 (0.2230) loss_rec_sfr: 0.2730 (0.2913) loss_cl: -0.2794 (-0.2788) time: 0.7445 data: 0.0002 max mem: 29860 [04:56:32.485303] Epoch: [179] [2840/2904] eta: 0:00:48 lr: 0.002205 loss: 0.1894 (0.1972) loss_rec_all: 0.2156 (0.2231) loss_rec_sfr: 0.2870 (0.2916) loss_cl: -0.2793 (-0.2788) time: 0.7472 data: 0.0024 max mem: 29860 [04:56:47.378605] Epoch: [179] [2860/2904] eta: 0:00:33 lr: 0.002205 loss: 0.1851 (0.1972) loss_rec_all: 0.2110 (0.2230) loss_rec_sfr: 0.2780 (0.2915) loss_cl: -0.2781 (-0.2788) time: 0.7446 data: 0.0001 max mem: 29860 [04:57:02.275229] Epoch: [179] [2880/2904] eta: 0:00:18 lr: 0.002205 loss: 0.1901 (0.1972) loss_rec_all: 0.2164 (0.2230) loss_rec_sfr: 0.2734 (0.2914) loss_cl: -0.2781 (-0.2788) time: 0.7448 data: 0.0001 max mem: 29860 [04:57:17.167425] Epoch: [179] [2900/2904] eta: 0:00:03 lr: 0.002205 loss: 0.1847 (0.1972) loss_rec_all: 0.2108 (0.2230) loss_rec_sfr: 0.2640 (0.2914) loss_cl: -0.2790 (-0.2788) time: 0.7446 data: 0.0001 max mem: 29860 [04:57:19.408974] Epoch: [179] [2903/2904] eta: 0:00:00 lr: 0.002205 loss: 0.1845 (0.1972) loss_rec_all: 0.2102 (0.2230) loss_rec_sfr: 0.2656 (0.2914) loss_cl: -0.2790 (-0.2788) time: 0.7446 data: 0.0001 max mem: 29860 [04:57:21.635956] Epoch: [179] Total time: 0:36:27 (0.7534 s / it) [04:57:21.645244] Averaged stats: lr: 0.002205 loss: 0.1845 (0.1993) loss_rec_all: 0.2102 (0.2228) loss_rec_sfr: 0.2656 (0.2910) loss_cl: -0.2790 (-0.2555) [04:57:21.651170] log_dir: ./checkpoint/VF2_ViT-B [04:57:39.844273] Epoch: [180] [ 0/2904] eta: 14:40:30 lr: 0.002205 loss: 0.1846 (0.1846) loss_rec_all: 0.2103 (0.2103) loss_rec_sfr: 0.3100 (0.3100) loss_cl: -0.2783 (-0.2783) time: 18.1925 data: 17.4604 max mem: 29860 [04:57:56.116391] Epoch: [180] [ 20/2904] eta: 1:18:53 lr: 0.002205 loss: 0.1850 (0.1905) loss_rec_all: 0.2111 (0.2165) loss_rec_sfr: 0.2409 (0.2676) loss_cl: -0.2789 (-0.2789) time: 0.8136 data: 0.0002 max mem: 29860 [04:58:11.027233] Epoch: [180] [ 40/2904] eta: 0:57:28 lr: 0.002205 loss: 0.1879 (0.1903) loss_rec_all: 0.2136 (0.2163) loss_rec_sfr: 0.2792 (0.2734) loss_cl: -0.2789 (-0.2788) time: 0.7454 data: 0.0005 max mem: 29860 [04:58:25.931105] Epoch: [180] [ 60/2904] eta: 0:49:56 lr: 0.002205 loss: 0.1880 (0.1922) loss_rec_all: 0.2137 (0.2182) loss_rec_sfr: 0.2686 (0.2796) loss_cl: -0.2790 (-0.2788) time: 0.7451 data: 0.0005 max mem: 29860 [04:58:40.848901] Epoch: [180] [ 80/2904] eta: 0:46:00 lr: 0.002205 loss: 0.1862 (0.1931) loss_rec_all: 0.2123 (0.2191) loss_rec_sfr: 0.2709 (0.2821) loss_cl: -0.2796 (-0.2789) time: 0.7458 data: 0.0003 max mem: 29860 [04:58:55.785836] Epoch: [180] [ 100/2904] eta: 0:43:33 lr: 0.002205 loss: 0.1918 (0.1956) loss_rec_all: 0.2180 (0.2215) loss_rec_sfr: 0.2885 (0.2900) loss_cl: -0.2789 (-0.2789) time: 0.7468 data: 0.0003 max mem: 29860 [04:59:10.729463] Epoch: [180] [ 120/2904] eta: 0:41:49 lr: 0.002204 loss: 0.1835 (0.1956) loss_rec_all: 0.2095 (0.2215) loss_rec_sfr: 0.2847 (0.2908) loss_cl: -0.2794 (-0.2790) time: 0.7471 data: 0.0003 max mem: 29860 [04:59:25.678227] Epoch: [180] [ 140/2904] eta: 0:40:31 lr: 0.002204 loss: 0.1872 (0.1968) loss_rec_all: 0.2130 (0.2226) loss_rec_sfr: 0.2771 (0.2939) loss_cl: -0.2779 (-0.2788) time: 0.7474 data: 0.0003 max mem: 29860 [04:59:40.621662] Epoch: [180] [ 160/2904] eta: 0:39:28 lr: 0.002204 loss: 0.1866 (0.1965) loss_rec_all: 0.2125 (0.2223) loss_rec_sfr: 0.2787 (0.2933) loss_cl: -0.2786 (-0.2788) time: 0.7471 data: 0.0003 max mem: 29860 [04:59:55.579716] Epoch: [180] [ 180/2904] eta: 0:38:36 lr: 0.002204 loss: 0.1821 (0.1957) loss_rec_all: 0.2084 (0.2215) loss_rec_sfr: 0.2709 (0.2909) loss_cl: -0.2793 (-0.2789) time: 0.7479 data: 0.0003 max mem: 29860 [05:00:10.560513] Epoch: [180] [ 200/2904] eta: 0:37:52 lr: 0.002204 loss: 0.1835 (0.1955) loss_rec_all: 0.2095 (0.2214) loss_rec_sfr: 0.2555 (0.2895) loss_cl: -0.2794 (-0.2789) time: 0.7490 data: 0.0003 max mem: 29860 [05:00:25.521183] Epoch: [180] [ 220/2904] eta: 0:37:12 lr: 0.002204 loss: 0.1879 (0.1951) loss_rec_all: 0.2141 (0.2209) loss_rec_sfr: 0.2674 (0.2876) loss_cl: -0.2786 (-0.2789) time: 0.7480 data: 0.0003 max mem: 29860 [05:00:40.517796] Epoch: [180] [ 240/2904] eta: 0:36:38 lr: 0.002204 loss: 0.1957 (0.1961) loss_rec_all: 0.2217 (0.2220) loss_rec_sfr: 0.2689 (0.2901) loss_cl: -0.2778 (-0.2788) time: 0.7498 data: 0.0003 max mem: 29860 [05:00:55.446884] Epoch: [180] [ 260/2904] eta: 0:36:05 lr: 0.002204 loss: 0.1895 (0.1961) loss_rec_all: 0.2154 (0.2220) loss_rec_sfr: 0.2675 (0.2892) loss_cl: -0.2792 (-0.2788) time: 0.7464 data: 0.0004 max mem: 29860 [05:01:10.372579] Epoch: [180] [ 280/2904] eta: 0:35:35 lr: 0.002204 loss: 0.1822 (0.1957) loss_rec_all: 0.2086 (0.2216) loss_rec_sfr: 0.2674 (0.2880) loss_cl: -0.2790 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [05:01:25.282700] Epoch: [180] [ 300/2904] eta: 0:35:07 lr: 0.002204 loss: 0.1830 (0.1959) loss_rec_all: 0.2090 (0.2218) loss_rec_sfr: 0.2734 (0.2884) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [05:01:40.169598] Epoch: [180] [ 320/2904] eta: 0:34:40 lr: 0.002204 loss: 0.1861 (0.1958) loss_rec_all: 0.2128 (0.2216) loss_rec_sfr: 0.2686 (0.2878) loss_cl: -0.2790 (-0.2788) time: 0.7443 data: 0.0003 max mem: 29860 [05:01:55.085038] Epoch: [180] [ 340/2904] eta: 0:34:15 lr: 0.002204 loss: 0.1872 (0.1955) loss_rec_all: 0.2131 (0.2213) loss_rec_sfr: 0.2607 (0.2865) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [05:02:09.997398] Epoch: [180] [ 360/2904] eta: 0:33:51 lr: 0.002204 loss: 0.1845 (0.1953) loss_rec_all: 0.2105 (0.2212) loss_rec_sfr: 0.2782 (0.2863) loss_cl: -0.2793 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [05:02:24.906090] Epoch: [180] [ 380/2904] eta: 0:33:28 lr: 0.002204 loss: 0.1872 (0.1952) loss_rec_all: 0.2129 (0.2211) loss_rec_sfr: 0.2845 (0.2865) loss_cl: -0.2790 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [05:02:39.814090] Epoch: [180] [ 400/2904] eta: 0:33:06 lr: 0.002204 loss: 0.1847 (0.1952) loss_rec_all: 0.2107 (0.2210) loss_rec_sfr: 0.2638 (0.2859) loss_cl: -0.2792 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [05:02:54.723685] Epoch: [180] [ 420/2904] eta: 0:32:45 lr: 0.002204 loss: 0.1868 (0.1952) loss_rec_all: 0.2131 (0.2211) loss_rec_sfr: 0.2734 (0.2858) loss_cl: -0.2794 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [05:03:09.625716] Epoch: [180] [ 440/2904] eta: 0:32:24 lr: 0.002204 loss: 0.1822 (0.1948) loss_rec_all: 0.2082 (0.2207) loss_rec_sfr: 0.2578 (0.2845) loss_cl: -0.2791 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [05:03:24.536178] Epoch: [180] [ 460/2904] eta: 0:32:03 lr: 0.002204 loss: 0.1808 (0.1948) loss_rec_all: 0.2074 (0.2207) loss_rec_sfr: 0.2354 (0.2843) loss_cl: -0.2797 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [05:03:39.429234] Epoch: [180] [ 480/2904] eta: 0:31:43 lr: 0.002204 loss: 0.1896 (0.1951) loss_rec_all: 0.2156 (0.2210) loss_rec_sfr: 0.2795 (0.2853) loss_cl: -0.2785 (-0.2789) time: 0.7446 data: 0.0002 max mem: 29860 [05:03:54.338524] Epoch: [180] [ 500/2904] eta: 0:31:24 lr: 0.002204 loss: 0.1874 (0.1953) loss_rec_all: 0.2137 (0.2212) loss_rec_sfr: 0.2855 (0.2864) loss_cl: -0.2795 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [05:04:09.238161] Epoch: [180] [ 520/2904] eta: 0:31:04 lr: 0.002204 loss: 0.1828 (0.1956) loss_rec_all: 0.2088 (0.2215) loss_rec_sfr: 0.2756 (0.2880) loss_cl: -0.2784 (-0.2789) time: 0.7449 data: 0.0002 max mem: 29860 [05:04:24.138643] Epoch: [180] [ 540/2904] eta: 0:30:46 lr: 0.002204 loss: 0.1906 (0.1958) loss_rec_all: 0.2161 (0.2217) loss_rec_sfr: 0.2713 (0.2884) loss_cl: -0.2779 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [05:04:39.042014] Epoch: [180] [ 560/2904] eta: 0:30:27 lr: 0.002204 loss: 0.1903 (0.1961) loss_rec_all: 0.2162 (0.2219) loss_rec_sfr: 0.2635 (0.2890) loss_cl: -0.2786 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [05:04:53.945826] Epoch: [180] [ 580/2904] eta: 0:30:09 lr: 0.002204 loss: 0.1889 (0.1964) loss_rec_all: 0.2150 (0.2223) loss_rec_sfr: 0.2698 (0.2899) loss_cl: -0.2795 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [05:05:08.841499] Epoch: [180] [ 600/2904] eta: 0:29:50 lr: 0.002204 loss: 0.1985 (0.1971) loss_rec_all: 0.2247 (0.2230) loss_rec_sfr: 0.2978 (0.2924) loss_cl: -0.2791 (-0.2788) time: 0.7447 data: 0.0002 max mem: 29860 [05:05:23.737751] Epoch: [180] [ 620/2904] eta: 0:29:32 lr: 0.002204 loss: 0.1865 (0.1970) loss_rec_all: 0.2128 (0.2229) loss_rec_sfr: 0.2785 (0.2922) loss_cl: -0.2793 (-0.2789) time: 0.7448 data: 0.0002 max mem: 29860 [05:05:38.631503] Epoch: [180] [ 640/2904] eta: 0:29:15 lr: 0.002204 loss: 0.1830 (0.1967) loss_rec_all: 0.2093 (0.2226) loss_rec_sfr: 0.2539 (0.2911) loss_cl: -0.2789 (-0.2789) time: 0.7446 data: 0.0002 max mem: 29860 [05:05:53.528338] Epoch: [180] [ 660/2904] eta: 0:28:57 lr: 0.002204 loss: 0.1849 (0.1967) loss_rec_all: 0.2112 (0.2226) loss_rec_sfr: 0.2557 (0.2910) loss_cl: -0.2784 (-0.2788) time: 0.7448 data: 0.0002 max mem: 29860 [05:06:08.432571] Epoch: [180] [ 680/2904] eta: 0:28:40 lr: 0.002204 loss: 0.1871 (0.1970) loss_rec_all: 0.2130 (0.2229) loss_rec_sfr: 0.2797 (0.2917) loss_cl: -0.2783 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [05:06:23.333097] Epoch: [180] [ 700/2904] eta: 0:28:22 lr: 0.002204 loss: 0.1999 (0.1975) loss_rec_all: 0.2259 (0.2233) loss_rec_sfr: 0.2726 (0.2929) loss_cl: -0.2785 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [05:06:38.231864] Epoch: [180] [ 720/2904] eta: 0:28:05 lr: 0.002204 loss: 0.1867 (0.1975) loss_rec_all: 0.2130 (0.2233) loss_rec_sfr: 0.2669 (0.2927) loss_cl: -0.2786 (-0.2788) time: 0.7449 data: 0.0002 max mem: 29860 [05:06:53.129972] Epoch: [180] [ 740/2904] eta: 0:27:48 lr: 0.002204 loss: 0.1898 (0.1977) loss_rec_all: 0.2158 (0.2235) loss_rec_sfr: 0.2829 (0.2936) loss_cl: -0.2786 (-0.2788) time: 0.7449 data: 0.0002 max mem: 29860 [05:07:08.041701] Epoch: [180] [ 760/2904] eta: 0:27:31 lr: 0.002204 loss: 0.1875 (0.1977) loss_rec_all: 0.2140 (0.2235) loss_rec_sfr: 0.2746 (0.2936) loss_cl: -0.2791 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [05:07:22.962484] Epoch: [180] [ 780/2904] eta: 0:27:15 lr: 0.002204 loss: 0.1847 (0.1977) loss_rec_all: 0.2110 (0.2235) loss_rec_sfr: 0.2683 (0.2933) loss_cl: -0.2782 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [05:07:37.893211] Epoch: [180] [ 800/2904] eta: 0:26:58 lr: 0.002204 loss: 0.1855 (0.1976) loss_rec_all: 0.2112 (0.2234) loss_rec_sfr: 0.2786 (0.2931) loss_cl: -0.2788 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [05:07:52.833385] Epoch: [180] [ 820/2904] eta: 0:26:42 lr: 0.002204 loss: 0.1836 (0.1974) loss_rec_all: 0.2096 (0.2233) loss_rec_sfr: 0.2628 (0.2925) loss_cl: -0.2790 (-0.2788) time: 0.7470 data: 0.0002 max mem: 29860 [05:08:07.757611] Epoch: [180] [ 840/2904] eta: 0:26:25 lr: 0.002204 loss: 0.1875 (0.1975) loss_rec_all: 0.2135 (0.2234) loss_rec_sfr: 0.2735 (0.2926) loss_cl: -0.2795 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [05:08:22.686381] Epoch: [180] [ 860/2904] eta: 0:26:09 lr: 0.002204 loss: 0.1846 (0.1974) loss_rec_all: 0.2111 (0.2233) loss_rec_sfr: 0.2468 (0.2921) loss_cl: -0.2793 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [05:08:37.615313] Epoch: [180] [ 880/2904] eta: 0:25:52 lr: 0.002204 loss: 0.1858 (0.1974) loss_rec_all: 0.2116 (0.2232) loss_rec_sfr: 0.2745 (0.2921) loss_cl: -0.2792 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [05:08:52.544510] Epoch: [180] [ 900/2904] eta: 0:25:36 lr: 0.002204 loss: 0.1866 (0.1975) loss_rec_all: 0.2124 (0.2233) loss_rec_sfr: 0.2814 (0.2926) loss_cl: -0.2779 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [05:09:07.469995] Epoch: [180] [ 920/2904] eta: 0:25:20 lr: 0.002204 loss: 0.1877 (0.1975) loss_rec_all: 0.2139 (0.2233) loss_rec_sfr: 0.2679 (0.2925) loss_cl: -0.2783 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [05:09:22.387897] Epoch: [180] [ 940/2904] eta: 0:25:04 lr: 0.002204 loss: 0.1962 (0.1978) loss_rec_all: 0.2223 (0.2237) loss_rec_sfr: 0.2725 (0.2934) loss_cl: -0.2795 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [05:09:37.305886] Epoch: [180] [ 960/2904] eta: 0:24:48 lr: 0.002204 loss: 0.1877 (0.1978) loss_rec_all: 0.2139 (0.2236) loss_rec_sfr: 0.2733 (0.2934) loss_cl: -0.2795 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [05:09:52.225250] Epoch: [180] [ 980/2904] eta: 0:24:31 lr: 0.002204 loss: 0.1845 (0.1977) loss_rec_all: 0.2108 (0.2236) loss_rec_sfr: 0.2574 (0.2930) loss_cl: -0.2795 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [05:10:07.147655] Epoch: [180] [1000/2904] eta: 0:24:15 lr: 0.002204 loss: 0.1852 (0.1978) loss_rec_all: 0.2111 (0.2236) loss_rec_sfr: 0.2767 (0.2933) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [05:10:22.061863] Epoch: [180] [1020/2904] eta: 0:23:59 lr: 0.002204 loss: 0.1845 (0.1977) loss_rec_all: 0.2105 (0.2236) loss_rec_sfr: 0.2639 (0.2931) loss_cl: -0.2774 (-0.2788) time: 0.7456 data: 0.0004 max mem: 29860 [05:10:36.978109] Epoch: [180] [1040/2904] eta: 0:23:44 lr: 0.002204 loss: 0.1868 (0.1977) loss_rec_all: 0.2132 (0.2236) loss_rec_sfr: 0.2613 (0.2929) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [05:10:51.901611] Epoch: [180] [1060/2904] eta: 0:23:28 lr: 0.002204 loss: 0.1862 (0.1978) loss_rec_all: 0.2126 (0.2237) loss_rec_sfr: 0.2730 (0.2932) loss_cl: -0.2795 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [05:11:06.829431] Epoch: [180] [1080/2904] eta: 0:23:12 lr: 0.002204 loss: 0.1892 (0.1978) loss_rec_all: 0.2152 (0.2236) loss_rec_sfr: 0.2804 (0.2931) loss_cl: -0.2799 (-0.2788) time: 0.7464 data: 0.0003 max mem: 29860 [05:11:21.753526] Epoch: [180] [1100/2904] eta: 0:22:56 lr: 0.002204 loss: 0.1871 (0.1978) loss_rec_all: 0.2130 (0.2237) loss_rec_sfr: 0.2571 (0.2932) loss_cl: -0.2787 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [05:11:36.674542] Epoch: [180] [1120/2904] eta: 0:22:40 lr: 0.002204 loss: 0.1841 (0.1978) loss_rec_all: 0.2101 (0.2236) loss_rec_sfr: 0.2644 (0.2931) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [05:11:51.594278] Epoch: [180] [1140/2904] eta: 0:22:24 lr: 0.002204 loss: 0.1857 (0.1978) loss_rec_all: 0.2114 (0.2236) loss_rec_sfr: 0.2432 (0.2929) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [05:12:06.520299] Epoch: [180] [1160/2904] eta: 0:22:09 lr: 0.002204 loss: 0.1898 (0.1978) loss_rec_all: 0.2154 (0.2237) loss_rec_sfr: 0.2779 (0.2933) loss_cl: -0.2789 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [05:12:21.453432] Epoch: [180] [1180/2904] eta: 0:21:53 lr: 0.002203 loss: 0.1839 (0.1977) loss_rec_all: 0.2100 (0.2236) loss_rec_sfr: 0.2596 (0.2929) loss_cl: -0.2788 (-0.2788) time: 0.7466 data: 0.0003 max mem: 29860 [05:12:36.373293] Epoch: [180] [1200/2904] eta: 0:21:37 lr: 0.002203 loss: 0.1902 (0.1978) loss_rec_all: 0.2164 (0.2236) loss_rec_sfr: 0.2701 (0.2930) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [05:12:51.295666] Epoch: [180] [1220/2904] eta: 0:21:22 lr: 0.002203 loss: 0.1846 (0.1978) loss_rec_all: 0.2109 (0.2237) loss_rec_sfr: 0.2680 (0.2931) loss_cl: -0.2794 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [05:13:06.214524] Epoch: [180] [1240/2904] eta: 0:21:06 lr: 0.002203 loss: 0.1869 (0.1978) loss_rec_all: 0.2131 (0.2236) loss_rec_sfr: 0.2395 (0.2929) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [05:13:21.128712] Epoch: [180] [1260/2904] eta: 0:20:50 lr: 0.002203 loss: 0.1844 (0.1977) loss_rec_all: 0.2104 (0.2236) loss_rec_sfr: 0.2784 (0.2928) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [05:13:36.050533] Epoch: [180] [1280/2904] eta: 0:20:35 lr: 0.002203 loss: 0.1834 (0.1977) loss_rec_all: 0.2092 (0.2235) loss_rec_sfr: 0.2622 (0.2926) loss_cl: -0.2795 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [05:13:50.971091] Epoch: [180] [1300/2904] eta: 0:20:19 lr: 0.002203 loss: 0.1871 (0.1977) loss_rec_all: 0.2131 (0.2235) loss_rec_sfr: 0.2851 (0.2927) loss_cl: -0.2795 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [05:14:05.889425] Epoch: [180] [1320/2904] eta: 0:20:04 lr: 0.002203 loss: 0.1933 (0.1977) loss_rec_all: 0.2191 (0.2236) loss_rec_sfr: 0.2702 (0.2927) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [05:14:20.810615] Epoch: [180] [1340/2904] eta: 0:19:48 lr: 0.002203 loss: 0.1818 (0.1976) loss_rec_all: 0.2081 (0.2234) loss_rec_sfr: 0.2736 (0.2924) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [05:14:35.730017] Epoch: [180] [1360/2904] eta: 0:19:33 lr: 0.002203 loss: 0.1837 (0.1975) loss_rec_all: 0.2096 (0.2233) loss_rec_sfr: 0.2789 (0.2923) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [05:14:50.654523] Epoch: [180] [1380/2904] eta: 0:19:17 lr: 0.002203 loss: 0.1887 (0.1976) loss_rec_all: 0.2149 (0.2234) loss_rec_sfr: 0.2757 (0.2927) loss_cl: -0.2781 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [05:15:05.571473] Epoch: [180] [1400/2904] eta: 0:19:02 lr: 0.002203 loss: 0.1888 (0.1976) loss_rec_all: 0.2147 (0.2235) loss_rec_sfr: 0.2720 (0.2927) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [05:15:20.488950] Epoch: [180] [1420/2904] eta: 0:18:46 lr: 0.002203 loss: 0.1839 (0.1975) loss_rec_all: 0.2098 (0.2234) loss_rec_sfr: 0.2415 (0.2922) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [05:15:35.407478] Epoch: [180] [1440/2904] eta: 0:18:31 lr: 0.002203 loss: 0.1882 (0.1976) loss_rec_all: 0.2145 (0.2234) loss_rec_sfr: 0.2810 (0.2924) loss_cl: -0.2795 (-0.2788) time: 0.7459 data: 0.0004 max mem: 29860 [05:15:50.325934] Epoch: [180] [1460/2904] eta: 0:18:15 lr: 0.002203 loss: 0.1852 (0.1976) loss_rec_all: 0.2119 (0.2235) loss_rec_sfr: 0.2779 (0.2925) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [05:16:05.239961] Epoch: [180] [1480/2904] eta: 0:18:00 lr: 0.002203 loss: 0.1843 (0.1975) loss_rec_all: 0.2108 (0.2234) loss_rec_sfr: 0.2389 (0.2921) loss_cl: -0.2781 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [05:16:20.160451] Epoch: [180] [1500/2904] eta: 0:17:44 lr: 0.002203 loss: 0.1907 (0.1976) loss_rec_all: 0.2173 (0.2234) loss_rec_sfr: 0.2698 (0.2921) loss_cl: -0.2782 (-0.2788) time: 0.7460 data: 0.0004 max mem: 29860 [05:16:35.058168] Epoch: [180] [1520/2904] eta: 0:17:29 lr: 0.002203 loss: 0.2581 (0.1987) loss_rec_all: 0.2826 (0.2245) loss_rec_sfr: 0.3763 (0.2937) loss_cl: -0.2774 (-0.2788) time: 0.7448 data: 0.0003 max mem: 29860 [05:16:49.973386] Epoch: [180] [1540/2904] eta: 0:17:14 lr: 0.002203 loss: 0.2528 (0.1995) loss_rec_all: 0.2787 (0.2253) loss_rec_sfr: 0.3508 (0.2947) loss_cl: -0.2774 (-0.2787) time: 0.7457 data: 0.0003 max mem: 29860 [05:17:04.888581] Epoch: [180] [1560/2904] eta: 0:16:58 lr: 0.002203 loss: 0.2348 (0.2000) loss_rec_all: 0.2605 (0.2258) loss_rec_sfr: 0.3224 (0.2952) loss_cl: -0.2796 (-0.2787) time: 0.7457 data: 0.0003 max mem: 29860 [05:17:19.811919] Epoch: [180] [1580/2904] eta: 0:16:43 lr: 0.002203 loss: 0.2218 (0.2004) loss_rec_all: 0.2475 (0.2262) loss_rec_sfr: 0.3129 (0.2959) loss_cl: -0.2778 (-0.2787) time: 0.7461 data: 0.0003 max mem: 29860 [05:17:34.723858] Epoch: [180] [1600/2904] eta: 0:16:27 lr: 0.002203 loss: 0.2117 (0.2007) loss_rec_all: 0.2376 (0.2265) loss_rec_sfr: 0.2888 (0.2962) loss_cl: -0.2779 (-0.2787) time: 0.7456 data: 0.0003 max mem: 29860 [05:17:49.636970] Epoch: [180] [1620/2904] eta: 0:16:12 lr: 0.002203 loss: 0.2056 (0.2009) loss_rec_all: 0.2311 (0.2267) loss_rec_sfr: 0.3031 (0.2969) loss_cl: -0.2786 (-0.2787) time: 0.7456 data: 0.0003 max mem: 29860 [05:18:04.555012] Epoch: [180] [1640/2904] eta: 0:15:57 lr: 0.002203 loss: 0.2002 (0.2009) loss_rec_all: 0.2261 (0.2267) loss_rec_sfr: 0.2759 (0.2965) loss_cl: -0.2790 (-0.2787) time: 0.7459 data: 0.0003 max mem: 29860 [05:18:19.469214] Epoch: [180] [1660/2904] eta: 0:15:41 lr: 0.002203 loss: 0.1888 (0.2009) loss_rec_all: 0.2152 (0.2267) loss_rec_sfr: 0.2767 (0.2964) loss_cl: -0.2791 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [05:18:34.387362] Epoch: [180] [1680/2904] eta: 0:15:26 lr: 0.002203 loss: 0.1905 (0.2009) loss_rec_all: 0.2168 (0.2267) loss_rec_sfr: 0.2689 (0.2963) loss_cl: -0.2777 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [05:18:49.308907] Epoch: [180] [1700/2904] eta: 0:15:11 lr: 0.002203 loss: 0.1848 (0.2008) loss_rec_all: 0.2112 (0.2266) loss_rec_sfr: 0.2746 (0.2959) loss_cl: -0.2782 (-0.2787) time: 0.7460 data: 0.0003 max mem: 29860 [05:19:04.225594] Epoch: [180] [1720/2904] eta: 0:14:56 lr: 0.002203 loss: 0.1832 (0.2007) loss_rec_all: 0.2092 (0.2265) loss_rec_sfr: 0.2777 (0.2958) loss_cl: -0.2794 (-0.2787) time: 0.7458 data: 0.0003 max mem: 29860 [05:19:19.143389] Epoch: [180] [1740/2904] eta: 0:14:40 lr: 0.002203 loss: 0.1865 (0.2008) loss_rec_all: 0.2129 (0.2266) loss_rec_sfr: 0.2333 (0.2958) loss_cl: -0.2798 (-0.2787) time: 0.7458 data: 0.0003 max mem: 29860 [05:19:34.061006] Epoch: [180] [1760/2904] eta: 0:14:25 lr: 0.002203 loss: 0.1892 (0.2007) loss_rec_all: 0.2153 (0.2265) loss_rec_sfr: 0.2646 (0.2955) loss_cl: -0.2792 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [05:19:48.976254] Epoch: [180] [1780/2904] eta: 0:14:10 lr: 0.002203 loss: 0.1850 (0.2006) loss_rec_all: 0.2112 (0.2264) loss_rec_sfr: 0.2680 (0.2952) loss_cl: -0.2786 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [05:20:03.895220] Epoch: [180] [1800/2904] eta: 0:13:54 lr: 0.002203 loss: 0.1941 (0.2007) loss_rec_all: 0.2203 (0.2265) loss_rec_sfr: 0.2738 (0.2956) loss_cl: -0.2783 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [05:20:18.810185] Epoch: [180] [1820/2904] eta: 0:13:39 lr: 0.002203 loss: 0.1846 (0.2006) loss_rec_all: 0.2104 (0.2264) loss_rec_sfr: 0.2749 (0.2956) loss_cl: -0.2790 (-0.2787) time: 0.7457 data: 0.0003 max mem: 29860 [05:20:33.729870] Epoch: [180] [1840/2904] eta: 0:13:24 lr: 0.002203 loss: 0.1856 (0.2005) loss_rec_all: 0.2121 (0.2263) loss_rec_sfr: 0.2539 (0.2953) loss_cl: -0.2800 (-0.2787) time: 0.7459 data: 0.0003 max mem: 29860 [05:20:48.654600] Epoch: [180] [1860/2904] eta: 0:13:09 lr: 0.002203 loss: 0.1831 (0.2005) loss_rec_all: 0.2094 (0.2263) loss_rec_sfr: 0.2657 (0.2953) loss_cl: -0.2793 (-0.2787) time: 0.7462 data: 0.0003 max mem: 29860 [05:21:03.574873] Epoch: [180] [1880/2904] eta: 0:12:54 lr: 0.002203 loss: 0.1926 (0.2006) loss_rec_all: 0.2187 (0.2264) loss_rec_sfr: 0.2719 (0.2958) loss_cl: -0.2785 (-0.2787) time: 0.7460 data: 0.0003 max mem: 29860 [05:21:18.508235] Epoch: [180] [1900/2904] eta: 0:12:38 lr: 0.002203 loss: 0.1899 (0.2006) loss_rec_all: 0.2157 (0.2264) loss_rec_sfr: 0.2758 (0.2959) loss_cl: -0.2790 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [05:21:33.429380] Epoch: [180] [1920/2904] eta: 0:12:23 lr: 0.002203 loss: 0.1829 (0.2005) loss_rec_all: 0.2091 (0.2263) loss_rec_sfr: 0.2729 (0.2957) loss_cl: -0.2791 (-0.2787) time: 0.7460 data: 0.0003 max mem: 29860 [05:21:48.349147] Epoch: [180] [1940/2904] eta: 0:12:08 lr: 0.002203 loss: 0.1927 (0.2006) loss_rec_all: 0.2189 (0.2264) loss_rec_sfr: 0.2778 (0.2960) loss_cl: -0.2794 (-0.2787) time: 0.7459 data: 0.0003 max mem: 29860 [05:22:03.267138] Epoch: [180] [1960/2904] eta: 0:11:53 lr: 0.002203 loss: 0.1858 (0.2005) loss_rec_all: 0.2116 (0.2263) loss_rec_sfr: 0.2647 (0.2959) loss_cl: -0.2778 (-0.2787) time: 0.7459 data: 0.0003 max mem: 29860 [05:22:18.188322] Epoch: [180] [1980/2904] eta: 0:11:37 lr: 0.002203 loss: 0.1877 (0.2005) loss_rec_all: 0.2136 (0.2263) loss_rec_sfr: 0.2706 (0.2960) loss_cl: -0.2787 (-0.2787) time: 0.7460 data: 0.0003 max mem: 29860 [05:22:33.106751] Epoch: [180] [2000/2904] eta: 0:11:22 lr: 0.002203 loss: 0.1851 (0.2006) loss_rec_all: 0.2110 (0.2264) loss_rec_sfr: 0.2779 (0.2961) loss_cl: -0.2786 (-0.2787) time: 0.7459 data: 0.0003 max mem: 29860 [05:22:48.026642] Epoch: [180] [2020/2904] eta: 0:11:07 lr: 0.002203 loss: 0.1874 (0.2006) loss_rec_all: 0.2133 (0.2264) loss_rec_sfr: 0.2753 (0.2963) loss_cl: -0.2795 (-0.2787) time: 0.7459 data: 0.0003 max mem: 29860 [05:23:02.945858] Epoch: [180] [2040/2904] eta: 0:10:52 lr: 0.002203 loss: 0.1843 (0.2004) loss_rec_all: 0.2103 (0.2262) loss_rec_sfr: 0.2604 (0.2959) loss_cl: -0.2798 (-0.2787) time: 0.7459 data: 0.0003 max mem: 29860 [05:23:17.861859] Epoch: [180] [2060/2904] eta: 0:10:37 lr: 0.002203 loss: 0.1842 (0.2004) loss_rec_all: 0.2103 (0.2262) loss_rec_sfr: 0.2607 (0.2958) loss_cl: -0.2786 (-0.2787) time: 0.7458 data: 0.0003 max mem: 29860 [05:23:32.785465] Epoch: [180] [2080/2904] eta: 0:10:22 lr: 0.002203 loss: 0.1860 (0.2003) loss_rec_all: 0.2120 (0.2261) loss_rec_sfr: 0.2693 (0.2955) loss_cl: -0.2786 (-0.2787) time: 0.7461 data: 0.0003 max mem: 29860 [05:23:47.710627] Epoch: [180] [2100/2904] eta: 0:10:06 lr: 0.002203 loss: 0.1846 (0.2003) loss_rec_all: 0.2105 (0.2261) loss_rec_sfr: 0.2699 (0.2955) loss_cl: -0.2785 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [05:24:02.630917] Epoch: [180] [2120/2904] eta: 0:09:51 lr: 0.002203 loss: 0.1849 (0.2002) loss_rec_all: 0.2110 (0.2260) loss_rec_sfr: 0.2530 (0.2952) loss_cl: -0.2784 (-0.2787) time: 0.7460 data: 0.0003 max mem: 29860 [05:24:17.549757] Epoch: [180] [2140/2904] eta: 0:09:36 lr: 0.002203 loss: 0.1934 (0.2003) loss_rec_all: 0.2192 (0.2261) loss_rec_sfr: 0.2882 (0.2956) loss_cl: -0.2784 (-0.2787) time: 0.7459 data: 0.0003 max mem: 29860 [05:24:32.469619] Epoch: [180] [2160/2904] eta: 0:09:21 lr: 0.002203 loss: 0.1861 (0.2002) loss_rec_all: 0.2121 (0.2260) loss_rec_sfr: 0.2483 (0.2953) loss_cl: -0.2789 (-0.2787) time: 0.7460 data: 0.0003 max mem: 29860 [05:24:47.394950] Epoch: [180] [2180/2904] eta: 0:09:06 lr: 0.002203 loss: 0.1913 (0.2001) loss_rec_all: 0.2173 (0.2259) loss_rec_sfr: 0.2727 (0.2952) loss_cl: -0.2797 (-0.2787) time: 0.7462 data: 0.0003 max mem: 29860 [05:25:02.316491] Epoch: [180] [2200/2904] eta: 0:08:51 lr: 0.002203 loss: 0.1830 (0.2000) loss_rec_all: 0.2095 (0.2258) loss_rec_sfr: 0.2347 (0.2949) loss_cl: -0.2792 (-0.2787) time: 0.7460 data: 0.0003 max mem: 29860 [05:25:17.238895] Epoch: [180] [2220/2904] eta: 0:08:35 lr: 0.002203 loss: 0.1912 (0.2001) loss_rec_all: 0.2168 (0.2259) loss_rec_sfr: 0.2784 (0.2951) loss_cl: -0.2782 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [05:25:32.154776] Epoch: [180] [2240/2904] eta: 0:08:20 lr: 0.002203 loss: 0.1849 (0.2001) loss_rec_all: 0.2113 (0.2259) loss_rec_sfr: 0.2743 (0.2951) loss_cl: -0.2787 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [05:25:47.076801] Epoch: [180] [2260/2904] eta: 0:08:05 lr: 0.002202 loss: 0.1896 (0.2000) loss_rec_all: 0.2155 (0.2258) loss_rec_sfr: 0.2608 (0.2948) loss_cl: -0.2793 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [05:26:02.000944] Epoch: [180] [2280/2904] eta: 0:07:50 lr: 0.002202 loss: 0.1853 (0.2000) loss_rec_all: 0.2115 (0.2258) loss_rec_sfr: 0.2637 (0.2950) loss_cl: -0.2787 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [05:26:16.923016] Epoch: [180] [2300/2904] eta: 0:07:35 lr: 0.002202 loss: 0.1854 (0.2000) loss_rec_all: 0.2112 (0.2258) loss_rec_sfr: 0.2701 (0.2950) loss_cl: -0.2786 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [05:26:31.842005] Epoch: [180] [2320/2904] eta: 0:07:20 lr: 0.002202 loss: 0.1860 (0.2000) loss_rec_all: 0.2122 (0.2258) loss_rec_sfr: 0.2787 (0.2952) loss_cl: -0.2780 (-0.2787) time: 0.7459 data: 0.0003 max mem: 29860 [05:26:46.762113] Epoch: [180] [2340/2904] eta: 0:07:05 lr: 0.002202 loss: 0.1880 (0.1999) loss_rec_all: 0.2139 (0.2258) loss_rec_sfr: 0.2762 (0.2951) loss_cl: -0.2785 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [05:27:01.681137] Epoch: [180] [2360/2904] eta: 0:06:50 lr: 0.002202 loss: 0.1898 (0.2000) loss_rec_all: 0.2160 (0.2258) loss_rec_sfr: 0.2740 (0.2952) loss_cl: -0.2794 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [05:27:16.600993] Epoch: [180] [2380/2904] eta: 0:06:34 lr: 0.002202 loss: 0.1870 (0.2000) loss_rec_all: 0.2135 (0.2258) loss_rec_sfr: 0.2491 (0.2953) loss_cl: -0.2797 (-0.2787) time: 0.7459 data: 0.0003 max mem: 29860 [05:27:31.518259] Epoch: [180] [2400/2904] eta: 0:06:19 lr: 0.002202 loss: 0.1867 (0.2000) loss_rec_all: 0.2130 (0.2258) loss_rec_sfr: 0.2684 (0.2952) loss_cl: -0.2785 (-0.2787) time: 0.7458 data: 0.0003 max mem: 29860 [05:27:46.448914] Epoch: [180] [2420/2904] eta: 0:06:04 lr: 0.002202 loss: 0.1857 (0.1999) loss_rec_all: 0.2116 (0.2258) loss_rec_sfr: 0.2727 (0.2951) loss_cl: -0.2785 (-0.2787) time: 0.7465 data: 0.0003 max mem: 29860 [05:28:01.374320] Epoch: [180] [2440/2904] eta: 0:05:49 lr: 0.002202 loss: 0.1911 (0.2000) loss_rec_all: 0.2175 (0.2258) loss_rec_sfr: 0.2763 (0.2954) loss_cl: -0.2794 (-0.2787) time: 0.7462 data: 0.0003 max mem: 29860 [05:28:16.295455] Epoch: [180] [2460/2904] eta: 0:05:34 lr: 0.002202 loss: 0.1862 (0.2000) loss_rec_all: 0.2120 (0.2258) loss_rec_sfr: 0.2725 (0.2954) loss_cl: -0.2793 (-0.2787) time: 0.7460 data: 0.0003 max mem: 29860 [05:28:31.212811] Epoch: [180] [2480/2904] eta: 0:05:19 lr: 0.002202 loss: 0.1904 (0.2000) loss_rec_all: 0.2163 (0.2258) loss_rec_sfr: 0.2722 (0.2953) loss_cl: -0.2794 (-0.2787) time: 0.7458 data: 0.0003 max mem: 29860 [05:28:46.132341] Epoch: [180] [2500/2904] eta: 0:05:04 lr: 0.002202 loss: 0.1885 (0.2000) loss_rec_all: 0.2147 (0.2258) loss_rec_sfr: 0.2824 (0.2954) loss_cl: -0.2794 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [05:29:01.049194] Epoch: [180] [2520/2904] eta: 0:04:49 lr: 0.002202 loss: 0.1842 (0.2000) loss_rec_all: 0.2103 (0.2258) loss_rec_sfr: 0.2825 (0.2955) loss_cl: -0.2784 (-0.2787) time: 0.7458 data: 0.0003 max mem: 29860 [05:29:15.966255] Epoch: [180] [2540/2904] eta: 0:04:34 lr: 0.002202 loss: 0.1929 (0.2000) loss_rec_all: 0.2186 (0.2258) loss_rec_sfr: 0.2828 (0.2957) loss_cl: -0.2776 (-0.2787) time: 0.7458 data: 0.0003 max mem: 29860 [05:29:30.889010] Epoch: [180] [2560/2904] eta: 0:04:19 lr: 0.002202 loss: 0.1855 (0.2000) loss_rec_all: 0.2111 (0.2258) loss_rec_sfr: 0.2382 (0.2956) loss_cl: -0.2777 (-0.2787) time: 0.7461 data: 0.0003 max mem: 29860 [05:29:45.814661] Epoch: [180] [2580/2904] eta: 0:04:04 lr: 0.002202 loss: 0.1844 (0.2000) loss_rec_all: 0.2103 (0.2258) loss_rec_sfr: 0.2649 (0.2955) loss_cl: -0.2788 (-0.2787) time: 0.7462 data: 0.0003 max mem: 29860 [05:30:00.739803] Epoch: [180] [2600/2904] eta: 0:03:48 lr: 0.002202 loss: 0.1888 (0.1999) loss_rec_all: 0.2147 (0.2257) loss_rec_sfr: 0.2492 (0.2955) loss_cl: -0.2790 (-0.2787) time: 0.7462 data: 0.0003 max mem: 29860 [05:30:15.664913] Epoch: [180] [2620/2904] eta: 0:03:33 lr: 0.002202 loss: 0.1851 (0.1999) loss_rec_all: 0.2111 (0.2257) loss_rec_sfr: 0.2713 (0.2954) loss_cl: -0.2799 (-0.2787) time: 0.7462 data: 0.0003 max mem: 29860 [05:30:30.598717] Epoch: [180] [2640/2904] eta: 0:03:18 lr: 0.002202 loss: 0.1832 (0.2000) loss_rec_all: 0.2093 (0.2258) loss_rec_sfr: 0.2870 (0.2956) loss_cl: -0.2793 (-0.2788) time: 0.7466 data: 0.0003 max mem: 29860 [05:30:45.518476] Epoch: [180] [2660/2904] eta: 0:03:03 lr: 0.002202 loss: 0.1855 (0.1999) loss_rec_all: 0.2114 (0.2257) loss_rec_sfr: 0.2398 (0.2954) loss_cl: -0.2780 (-0.2787) time: 0.7459 data: 0.0003 max mem: 29860 [05:31:00.439487] Epoch: [180] [2680/2904] eta: 0:02:48 lr: 0.002202 loss: 0.1941 (0.1999) loss_rec_all: 0.2199 (0.2257) loss_rec_sfr: 0.2704 (0.2955) loss_cl: -0.2797 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [05:31:15.363502] Epoch: [180] [2700/2904] eta: 0:02:33 lr: 0.002202 loss: 0.1914 (0.1999) loss_rec_all: 0.2173 (0.2257) loss_rec_sfr: 0.2740 (0.2956) loss_cl: -0.2777 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [05:31:30.286315] Epoch: [180] [2720/2904] eta: 0:02:18 lr: 0.002202 loss: 0.1882 (0.1999) loss_rec_all: 0.2143 (0.2257) loss_rec_sfr: 0.2710 (0.2955) loss_cl: -0.2773 (-0.2787) time: 0.7461 data: 0.0003 max mem: 29860 [05:31:45.204769] Epoch: [180] [2740/2904] eta: 0:02:03 lr: 0.002202 loss: 0.1898 (0.1999) loss_rec_all: 0.2162 (0.2257) loss_rec_sfr: 0.2663 (0.2955) loss_cl: -0.2791 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [05:32:00.113702] Epoch: [180] [2760/2904] eta: 0:01:48 lr: 0.002202 loss: 0.1891 (0.2000) loss_rec_all: 0.2149 (0.2258) loss_rec_sfr: 0.2852 (0.2958) loss_cl: -0.2789 (-0.2787) time: 0.7454 data: 0.0003 max mem: 29860 [05:32:15.027607] Epoch: [180] [2780/2904] eta: 0:01:33 lr: 0.002202 loss: 0.1856 (0.1999) loss_rec_all: 0.2119 (0.2257) loss_rec_sfr: 0.2320 (0.2956) loss_cl: -0.2787 (-0.2787) time: 0.7456 data: 0.0003 max mem: 29860 [05:32:29.945143] Epoch: [180] [2800/2904] eta: 0:01:18 lr: 0.002202 loss: 0.1859 (0.1999) loss_rec_all: 0.2116 (0.2257) loss_rec_sfr: 0.2698 (0.2955) loss_cl: -0.2792 (-0.2787) time: 0.7458 data: 0.0003 max mem: 29860 [05:32:44.862816] Epoch: [180] [2820/2904] eta: 0:01:03 lr: 0.002202 loss: 0.1839 (0.1999) loss_rec_all: 0.2097 (0.2257) loss_rec_sfr: 0.2712 (0.2956) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [05:32:59.826799] Epoch: [180] [2840/2904] eta: 0:00:48 lr: 0.002202 loss: 0.1845 (0.1999) loss_rec_all: 0.2102 (0.2257) loss_rec_sfr: 0.2757 (0.2957) loss_cl: -0.2793 (-0.2788) time: 0.7481 data: 0.0035 max mem: 29860 [05:33:14.734172] Epoch: [180] [2860/2904] eta: 0:00:33 lr: 0.002202 loss: 0.1911 (0.1999) loss_rec_all: 0.2171 (0.2257) loss_rec_sfr: 0.2811 (0.2958) loss_cl: -0.2788 (-0.2788) time: 0.7453 data: 0.0001 max mem: 29860 [05:33:29.642639] Epoch: [180] [2880/2904] eta: 0:00:18 lr: 0.002202 loss: 0.1900 (0.1999) loss_rec_all: 0.2158 (0.2257) loss_rec_sfr: 0.2678 (0.2958) loss_cl: -0.2793 (-0.2788) time: 0.7454 data: 0.0001 max mem: 29860 [05:33:44.552831] Epoch: [180] [2900/2904] eta: 0:00:03 lr: 0.002202 loss: 0.1891 (0.1999) loss_rec_all: 0.2152 (0.2257) loss_rec_sfr: 0.2788 (0.2960) loss_cl: -0.2781 (-0.2788) time: 0.7455 data: 0.0001 max mem: 29860 [05:33:46.795454] Epoch: [180] [2903/2904] eta: 0:00:00 lr: 0.002202 loss: 0.1891 (0.1999) loss_rec_all: 0.2153 (0.2257) loss_rec_sfr: 0.2788 (0.2959) loss_cl: -0.2785 (-0.2788) time: 0.7454 data: 0.0001 max mem: 29860 [05:33:49.088671] Epoch: [180] Total time: 0:36:27 (0.7532 s / it) [05:33:49.091167] Averaged stats: lr: 0.002202 loss: 0.1891 (0.2013) loss_rec_all: 0.2153 (0.2248) loss_rec_sfr: 0.2788 (0.2933) loss_cl: -0.2785 (-0.2555) [05:33:49.106669] log_dir: ./checkpoint/VF2_ViT-B [05:34:07.020260] Epoch: [181] [ 0/2904] eta: 14:26:58 lr: 0.002202 loss: 0.1827 (0.1827) loss_rec_all: 0.2082 (0.2082) loss_rec_sfr: 0.2933 (0.2933) loss_cl: -0.2762 (-0.2762) time: 17.9127 data: 16.6982 max mem: 29860 [05:34:22.047038] Epoch: [181] [ 20/2904] eta: 1:15:23 lr: 0.002202 loss: 0.1855 (0.1953) loss_rec_all: 0.2118 (0.2212) loss_rec_sfr: 0.2482 (0.2890) loss_cl: -0.2795 (-0.2796) time: 0.7513 data: 0.0002 max mem: 29860 [05:34:36.951651] Epoch: [181] [ 40/2904] eta: 0:55:41 lr: 0.002202 loss: 0.1965 (0.2023) loss_rec_all: 0.2222 (0.2280) loss_rec_sfr: 0.2719 (0.3108) loss_cl: -0.2775 (-0.2788) time: 0.7452 data: 0.0004 max mem: 29860 [05:34:51.884232] Epoch: [181] [ 60/2904] eta: 0:48:46 lr: 0.002202 loss: 0.1956 (0.2051) loss_rec_all: 0.2213 (0.2307) loss_rec_sfr: 0.2870 (0.3205) loss_cl: -0.2780 (-0.2789) time: 0.7466 data: 0.0003 max mem: 29860 [05:35:06.809194] Epoch: [181] [ 80/2904] eta: 0:45:08 lr: 0.002202 loss: 0.1876 (0.2025) loss_rec_all: 0.2133 (0.2282) loss_rec_sfr: 0.2562 (0.3092) loss_cl: -0.2762 (-0.2786) time: 0.7462 data: 0.0003 max mem: 29860 [05:35:21.745589] Epoch: [181] [ 100/2904] eta: 0:42:51 lr: 0.002202 loss: 0.1850 (0.2016) loss_rec_all: 0.2109 (0.2273) loss_rec_sfr: 0.2782 (0.3079) loss_cl: -0.2793 (-0.2791) time: 0.7468 data: 0.0003 max mem: 29860 [05:35:36.705038] Epoch: [181] [ 120/2904] eta: 0:41:15 lr: 0.002202 loss: 0.1855 (0.2001) loss_rec_all: 0.2118 (0.2258) loss_rec_sfr: 0.2433 (0.3010) loss_cl: -0.2765 (-0.2788) time: 0.7479 data: 0.0003 max mem: 29860 [05:35:51.654965] Epoch: [181] [ 140/2904] eta: 0:40:02 lr: 0.002202 loss: 0.1884 (0.1997) loss_rec_all: 0.2144 (0.2255) loss_rec_sfr: 0.2703 (0.2991) loss_cl: -0.2790 (-0.2788) time: 0.7474 data: 0.0002 max mem: 29860 [05:36:06.608769] Epoch: [181] [ 160/2904] eta: 0:39:03 lr: 0.002202 loss: 0.1868 (0.1996) loss_rec_all: 0.2125 (0.2254) loss_rec_sfr: 0.2783 (0.2989) loss_cl: -0.2790 (-0.2788) time: 0.7476 data: 0.0002 max mem: 29860 [05:36:21.592245] Epoch: [181] [ 180/2904] eta: 0:38:14 lr: 0.002202 loss: 0.1866 (0.1995) loss_rec_all: 0.2128 (0.2252) loss_rec_sfr: 0.2631 (0.2979) loss_cl: -0.2782 (-0.2788) time: 0.7491 data: 0.0002 max mem: 29860 [05:36:36.552365] Epoch: [181] [ 200/2904] eta: 0:37:32 lr: 0.002202 loss: 0.1885 (0.1991) loss_rec_all: 0.2143 (0.2249) loss_rec_sfr: 0.2721 (0.2964) loss_cl: -0.2784 (-0.2787) time: 0.7479 data: 0.0002 max mem: 29860 [05:36:51.553696] Epoch: [181] [ 220/2904] eta: 0:36:55 lr: 0.002202 loss: 0.1889 (0.1989) loss_rec_all: 0.2149 (0.2247) loss_rec_sfr: 0.2834 (0.2960) loss_cl: -0.2801 (-0.2789) time: 0.7500 data: 0.0003 max mem: 29860 [05:37:06.508106] Epoch: [181] [ 240/2904] eta: 0:36:21 lr: 0.002202 loss: 0.1850 (0.1985) loss_rec_all: 0.2109 (0.2243) loss_rec_sfr: 0.2771 (0.2955) loss_cl: -0.2795 (-0.2789) time: 0.7477 data: 0.0003 max mem: 29860 [05:37:21.456772] Epoch: [181] [ 260/2904] eta: 0:35:50 lr: 0.002202 loss: 0.1862 (0.1989) loss_rec_all: 0.2119 (0.2247) loss_rec_sfr: 0.2780 (0.2972) loss_cl: -0.2776 (-0.2788) time: 0.7474 data: 0.0002 max mem: 29860 [05:37:36.385127] Epoch: [181] [ 280/2904] eta: 0:35:22 lr: 0.002202 loss: 0.1859 (0.1990) loss_rec_all: 0.2116 (0.2248) loss_rec_sfr: 0.2790 (0.2979) loss_cl: -0.2777 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [05:37:51.306273] Epoch: [181] [ 300/2904] eta: 0:34:55 lr: 0.002202 loss: 0.1839 (0.1985) loss_rec_all: 0.2101 (0.2243) loss_rec_sfr: 0.2741 (0.2969) loss_cl: -0.2792 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [05:38:06.221151] Epoch: [181] [ 320/2904] eta: 0:34:29 lr: 0.002202 loss: 0.1906 (0.1987) loss_rec_all: 0.2164 (0.2245) loss_rec_sfr: 0.2734 (0.2972) loss_cl: -0.2799 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [05:38:21.143987] Epoch: [181] [ 340/2904] eta: 0:34:05 lr: 0.002202 loss: 0.1894 (0.1986) loss_rec_all: 0.2156 (0.2244) loss_rec_sfr: 0.2749 (0.2971) loss_cl: -0.2793 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [05:38:36.063964] Epoch: [181] [ 360/2904] eta: 0:33:42 lr: 0.002202 loss: 0.1887 (0.1986) loss_rec_all: 0.2147 (0.2244) loss_rec_sfr: 0.2711 (0.2973) loss_cl: -0.2789 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [05:38:50.980393] Epoch: [181] [ 380/2904] eta: 0:33:19 lr: 0.002202 loss: 0.1833 (0.1983) loss_rec_all: 0.2091 (0.2241) loss_rec_sfr: 0.2729 (0.2964) loss_cl: -0.2768 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [05:39:05.901078] Epoch: [181] [ 400/2904] eta: 0:32:58 lr: 0.002202 loss: 0.1869 (0.1982) loss_rec_all: 0.2134 (0.2240) loss_rec_sfr: 0.2687 (0.2961) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [05:39:20.820612] Epoch: [181] [ 420/2904] eta: 0:32:37 lr: 0.002201 loss: 0.1861 (0.1981) loss_rec_all: 0.2121 (0.2239) loss_rec_sfr: 0.2731 (0.2958) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [05:39:35.750836] Epoch: [181] [ 440/2904] eta: 0:32:16 lr: 0.002201 loss: 0.1874 (0.1981) loss_rec_all: 0.2134 (0.2239) loss_rec_sfr: 0.2483 (0.2955) loss_cl: -0.2791 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [05:39:50.674504] Epoch: [181] [ 460/2904] eta: 0:31:56 lr: 0.002201 loss: 0.1884 (0.1983) loss_rec_all: 0.2143 (0.2241) loss_rec_sfr: 0.2736 (0.2959) loss_cl: -0.2787 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [05:40:05.604428] Epoch: [181] [ 480/2904] eta: 0:31:37 lr: 0.002201 loss: 0.1864 (0.1981) loss_rec_all: 0.2123 (0.2239) loss_rec_sfr: 0.2692 (0.2950) loss_cl: -0.2787 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [05:40:20.536915] Epoch: [181] [ 500/2904] eta: 0:31:18 lr: 0.002201 loss: 0.1880 (0.1981) loss_rec_all: 0.2140 (0.2239) loss_rec_sfr: 0.2735 (0.2950) loss_cl: -0.2793 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [05:40:35.460577] Epoch: [181] [ 520/2904] eta: 0:30:59 lr: 0.002201 loss: 0.1845 (0.1977) loss_rec_all: 0.2108 (0.2235) loss_rec_sfr: 0.2314 (0.2932) loss_cl: -0.2783 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [05:40:50.388283] Epoch: [181] [ 540/2904] eta: 0:30:40 lr: 0.002201 loss: 0.1883 (0.1981) loss_rec_all: 0.2144 (0.2239) loss_rec_sfr: 0.2769 (0.2944) loss_cl: -0.2784 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [05:41:05.311215] Epoch: [181] [ 560/2904] eta: 0:30:22 lr: 0.002201 loss: 0.1885 (0.1978) loss_rec_all: 0.2143 (0.2236) loss_rec_sfr: 0.2741 (0.2935) loss_cl: -0.2797 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [05:41:20.227693] Epoch: [181] [ 580/2904] eta: 0:30:04 lr: 0.002201 loss: 0.1894 (0.1980) loss_rec_all: 0.2153 (0.2238) loss_rec_sfr: 0.2819 (0.2944) loss_cl: -0.2794 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [05:41:35.153964] Epoch: [181] [ 600/2904] eta: 0:29:46 lr: 0.002201 loss: 0.1874 (0.1982) loss_rec_all: 0.2135 (0.2240) loss_rec_sfr: 0.2823 (0.2952) loss_cl: -0.2788 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [05:41:50.080057] Epoch: [181] [ 620/2904] eta: 0:29:28 lr: 0.002201 loss: 0.1896 (0.1981) loss_rec_all: 0.2154 (0.2239) loss_rec_sfr: 0.2704 (0.2949) loss_cl: -0.2783 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [05:42:05.001668] Epoch: [181] [ 640/2904] eta: 0:29:11 lr: 0.002201 loss: 0.1859 (0.1979) loss_rec_all: 0.2119 (0.2237) loss_rec_sfr: 0.2636 (0.2941) loss_cl: -0.2784 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [05:42:19.933553] Epoch: [181] [ 660/2904] eta: 0:28:54 lr: 0.002201 loss: 0.1867 (0.1979) loss_rec_all: 0.2126 (0.2237) loss_rec_sfr: 0.2598 (0.2939) loss_cl: -0.2779 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [05:42:34.853932] Epoch: [181] [ 680/2904] eta: 0:28:36 lr: 0.002201 loss: 0.1909 (0.1982) loss_rec_all: 0.2169 (0.2240) loss_rec_sfr: 0.2745 (0.2947) loss_cl: -0.2788 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [05:42:49.774413] Epoch: [181] [ 700/2904] eta: 0:28:19 lr: 0.002201 loss: 0.1879 (0.1983) loss_rec_all: 0.2140 (0.2241) loss_rec_sfr: 0.2755 (0.2950) loss_cl: -0.2791 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [05:43:04.693051] Epoch: [181] [ 720/2904] eta: 0:28:02 lr: 0.002201 loss: 0.1872 (0.1984) loss_rec_all: 0.2130 (0.2242) loss_rec_sfr: 0.2694 (0.2954) loss_cl: -0.2798 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [05:43:19.609525] Epoch: [181] [ 740/2904] eta: 0:27:45 lr: 0.002201 loss: 0.1890 (0.1985) loss_rec_all: 0.2151 (0.2243) loss_rec_sfr: 0.2676 (0.2956) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [05:43:34.529290] Epoch: [181] [ 760/2904] eta: 0:27:29 lr: 0.002201 loss: 0.1853 (0.1983) loss_rec_all: 0.2110 (0.2241) loss_rec_sfr: 0.2577 (0.2948) loss_cl: -0.2771 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [05:43:49.448576] Epoch: [181] [ 780/2904] eta: 0:27:12 lr: 0.002201 loss: 0.1925 (0.1983) loss_rec_all: 0.2183 (0.2241) loss_rec_sfr: 0.2842 (0.2949) loss_cl: -0.2779 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [05:44:04.366916] Epoch: [181] [ 800/2904] eta: 0:26:56 lr: 0.002201 loss: 0.1871 (0.1984) loss_rec_all: 0.2135 (0.2242) loss_rec_sfr: 0.2393 (0.2948) loss_cl: -0.2789 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [05:44:19.285731] Epoch: [181] [ 820/2904] eta: 0:26:39 lr: 0.002201 loss: 0.1863 (0.1983) loss_rec_all: 0.2123 (0.2241) loss_rec_sfr: 0.2726 (0.2946) loss_cl: -0.2800 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [05:44:34.205311] Epoch: [181] [ 840/2904] eta: 0:26:23 lr: 0.002201 loss: 0.1870 (0.1982) loss_rec_all: 0.2128 (0.2240) loss_rec_sfr: 0.2731 (0.2946) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [05:44:49.116403] Epoch: [181] [ 860/2904] eta: 0:26:06 lr: 0.002201 loss: 0.1907 (0.1981) loss_rec_all: 0.2168 (0.2239) loss_rec_sfr: 0.2648 (0.2939) loss_cl: -0.2787 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [05:45:04.026327] Epoch: [181] [ 880/2904] eta: 0:25:50 lr: 0.002201 loss: 0.1847 (0.1981) loss_rec_all: 0.2104 (0.2239) loss_rec_sfr: 0.2814 (0.2942) loss_cl: -0.2778 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [05:45:18.941188] Epoch: [181] [ 900/2904] eta: 0:25:34 lr: 0.002201 loss: 0.1841 (0.1978) loss_rec_all: 0.2099 (0.2236) loss_rec_sfr: 0.2594 (0.2932) loss_cl: -0.2790 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [05:45:33.855433] Epoch: [181] [ 920/2904] eta: 0:25:18 lr: 0.002201 loss: 0.1889 (0.1980) loss_rec_all: 0.2147 (0.2238) loss_rec_sfr: 0.2815 (0.2938) loss_cl: -0.2795 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [05:45:48.775365] Epoch: [181] [ 940/2904] eta: 0:25:01 lr: 0.002201 loss: 0.1884 (0.1979) loss_rec_all: 0.2140 (0.2237) loss_rec_sfr: 0.2727 (0.2937) loss_cl: -0.2788 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [05:46:03.694063] Epoch: [181] [ 960/2904] eta: 0:24:45 lr: 0.002201 loss: 0.1885 (0.1978) loss_rec_all: 0.2143 (0.2237) loss_rec_sfr: 0.2678 (0.2934) loss_cl: -0.2783 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [05:46:18.615205] Epoch: [181] [ 980/2904] eta: 0:24:29 lr: 0.002201 loss: 0.1863 (0.1978) loss_rec_all: 0.2121 (0.2236) loss_rec_sfr: 0.2766 (0.2934) loss_cl: -0.2788 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [05:46:33.530495] Epoch: [181] [1000/2904] eta: 0:24:13 lr: 0.002201 loss: 0.1814 (0.1976) loss_rec_all: 0.2073 (0.2234) loss_rec_sfr: 0.2763 (0.2929) loss_cl: -0.2796 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [05:46:48.453452] Epoch: [181] [1020/2904] eta: 0:23:57 lr: 0.002201 loss: 0.1814 (0.1974) loss_rec_all: 0.2075 (0.2232) loss_rec_sfr: 0.2681 (0.2925) loss_cl: -0.2793 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [05:47:03.376994] Epoch: [181] [1040/2904] eta: 0:23:42 lr: 0.002201 loss: 0.1864 (0.1972) loss_rec_all: 0.2125 (0.2230) loss_rec_sfr: 0.2682 (0.2919) loss_cl: -0.2791 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [05:47:18.306103] Epoch: [181] [1060/2904] eta: 0:23:26 lr: 0.002201 loss: 0.1857 (0.1972) loss_rec_all: 0.2120 (0.2231) loss_rec_sfr: 0.2775 (0.2921) loss_cl: -0.2795 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [05:47:33.230495] Epoch: [181] [1080/2904] eta: 0:23:10 lr: 0.002201 loss: 0.1872 (0.1973) loss_rec_all: 0.2132 (0.2231) loss_rec_sfr: 0.2798 (0.2923) loss_cl: -0.2792 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [05:47:48.149385] Epoch: [181] [1100/2904] eta: 0:22:54 lr: 0.002201 loss: 0.1860 (0.1973) loss_rec_all: 0.2123 (0.2231) loss_rec_sfr: 0.2560 (0.2922) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [05:48:03.069249] Epoch: [181] [1120/2904] eta: 0:22:38 lr: 0.002201 loss: 0.1925 (0.1975) loss_rec_all: 0.2183 (0.2233) loss_rec_sfr: 0.2724 (0.2928) loss_cl: -0.2778 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [05:48:17.988613] Epoch: [181] [1140/2904] eta: 0:22:23 lr: 0.002201 loss: 0.1870 (0.1974) loss_rec_all: 0.2130 (0.2232) loss_rec_sfr: 0.2623 (0.2924) loss_cl: -0.2782 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [05:48:32.907389] Epoch: [181] [1160/2904] eta: 0:22:07 lr: 0.002201 loss: 0.1902 (0.1975) loss_rec_all: 0.2160 (0.2233) loss_rec_sfr: 0.2879 (0.2930) loss_cl: -0.2788 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [05:48:47.828766] Epoch: [181] [1180/2904] eta: 0:21:51 lr: 0.002201 loss: 0.1857 (0.1975) loss_rec_all: 0.2123 (0.2233) loss_rec_sfr: 0.2533 (0.2929) loss_cl: -0.2801 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [05:49:02.750649] Epoch: [181] [1200/2904] eta: 0:21:36 lr: 0.002201 loss: 0.1861 (0.1975) loss_rec_all: 0.2121 (0.2234) loss_rec_sfr: 0.2776 (0.2931) loss_cl: -0.2790 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [05:49:17.667062] Epoch: [181] [1220/2904] eta: 0:21:20 lr: 0.002201 loss: 0.1847 (0.1975) loss_rec_all: 0.2112 (0.2233) loss_rec_sfr: 0.2606 (0.2929) loss_cl: -0.2779 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [05:49:32.579127] Epoch: [181] [1240/2904] eta: 0:21:04 lr: 0.002201 loss: 0.1899 (0.1976) loss_rec_all: 0.2159 (0.2234) loss_rec_sfr: 0.2777 (0.2932) loss_cl: -0.2779 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [05:49:47.494477] Epoch: [181] [1260/2904] eta: 0:20:49 lr: 0.002201 loss: 0.1869 (0.1975) loss_rec_all: 0.2131 (0.2234) loss_rec_sfr: 0.2622 (0.2930) loss_cl: -0.2779 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [05:50:02.408048] Epoch: [181] [1280/2904] eta: 0:20:33 lr: 0.002201 loss: 0.1845 (0.1974) loss_rec_all: 0.2105 (0.2232) loss_rec_sfr: 0.2614 (0.2926) loss_cl: -0.2797 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [05:50:17.328679] Epoch: [181] [1300/2904] eta: 0:20:18 lr: 0.002201 loss: 0.1909 (0.1976) loss_rec_all: 0.2169 (0.2234) loss_rec_sfr: 0.2891 (0.2933) loss_cl: -0.2799 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [05:50:32.245014] Epoch: [181] [1320/2904] eta: 0:20:02 lr: 0.002201 loss: 0.1884 (0.1975) loss_rec_all: 0.2142 (0.2233) loss_rec_sfr: 0.2761 (0.2931) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [05:50:47.167101] Epoch: [181] [1340/2904] eta: 0:19:47 lr: 0.002201 loss: 0.1893 (0.1976) loss_rec_all: 0.2154 (0.2234) loss_rec_sfr: 0.2746 (0.2934) loss_cl: -0.2776 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [05:51:02.084284] Epoch: [181] [1360/2904] eta: 0:19:31 lr: 0.002201 loss: 0.1851 (0.1976) loss_rec_all: 0.2111 (0.2234) loss_rec_sfr: 0.2786 (0.2935) loss_cl: -0.2785 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [05:51:16.997686] Epoch: [181] [1380/2904] eta: 0:19:16 lr: 0.002201 loss: 0.1865 (0.1976) loss_rec_all: 0.2128 (0.2234) loss_rec_sfr: 0.2685 (0.2934) loss_cl: -0.2796 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [05:51:31.913646] Epoch: [181] [1400/2904] eta: 0:19:00 lr: 0.002201 loss: 0.1866 (0.1975) loss_rec_all: 0.2123 (0.2233) loss_rec_sfr: 0.2757 (0.2931) loss_cl: -0.2788 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [05:51:46.832554] Epoch: [181] [1420/2904] eta: 0:18:45 lr: 0.002201 loss: 0.1855 (0.1974) loss_rec_all: 0.2114 (0.2232) loss_rec_sfr: 0.2692 (0.2929) loss_cl: -0.2792 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [05:52:01.751177] Epoch: [181] [1440/2904] eta: 0:18:30 lr: 0.002201 loss: 0.1874 (0.1975) loss_rec_all: 0.2132 (0.2233) loss_rec_sfr: 0.2786 (0.2934) loss_cl: -0.2786 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [05:52:16.666480] Epoch: [181] [1460/2904] eta: 0:18:14 lr: 0.002201 loss: 0.1835 (0.1974) loss_rec_all: 0.2097 (0.2232) loss_rec_sfr: 0.2822 (0.2933) loss_cl: -0.2795 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [05:52:31.578034] Epoch: [181] [1480/2904] eta: 0:17:59 lr: 0.002200 loss: 0.1847 (0.1974) loss_rec_all: 0.2107 (0.2233) loss_rec_sfr: 0.2841 (0.2935) loss_cl: -0.2790 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [05:52:46.492066] Epoch: [181] [1500/2904] eta: 0:17:43 lr: 0.002200 loss: 0.1858 (0.1974) loss_rec_all: 0.2118 (0.2232) loss_rec_sfr: 0.2817 (0.2934) loss_cl: -0.2792 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [05:53:01.412061] Epoch: [181] [1520/2904] eta: 0:17:28 lr: 0.002200 loss: 0.1865 (0.1975) loss_rec_all: 0.2122 (0.2233) loss_rec_sfr: 0.2768 (0.2937) loss_cl: -0.2793 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [05:53:16.336846] Epoch: [181] [1540/2904] eta: 0:17:13 lr: 0.002200 loss: 0.1871 (0.1974) loss_rec_all: 0.2133 (0.2232) loss_rec_sfr: 0.2840 (0.2936) loss_cl: -0.2796 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [05:53:31.254928] Epoch: [181] [1560/2904] eta: 0:16:57 lr: 0.002200 loss: 0.1893 (0.1975) loss_rec_all: 0.2153 (0.2233) loss_rec_sfr: 0.2933 (0.2940) loss_cl: -0.2783 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [05:53:46.173265] Epoch: [181] [1580/2904] eta: 0:16:42 lr: 0.002200 loss: 0.1874 (0.1976) loss_rec_all: 0.2137 (0.2234) loss_rec_sfr: 0.2844 (0.2943) loss_cl: -0.2781 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [05:54:01.090429] Epoch: [181] [1600/2904] eta: 0:16:27 lr: 0.002200 loss: 0.1936 (0.1978) loss_rec_all: 0.2193 (0.2236) loss_rec_sfr: 0.2867 (0.2948) loss_cl: -0.2781 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [05:54:16.003614] Epoch: [181] [1620/2904] eta: 0:16:11 lr: 0.002200 loss: 0.1841 (0.1977) loss_rec_all: 0.2099 (0.2235) loss_rec_sfr: 0.2778 (0.2948) loss_cl: -0.2796 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [05:54:30.923157] Epoch: [181] [1640/2904] eta: 0:15:56 lr: 0.002200 loss: 0.1919 (0.1978) loss_rec_all: 0.2181 (0.2236) loss_rec_sfr: 0.2656 (0.2951) loss_cl: -0.2792 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [05:54:45.839428] Epoch: [181] [1660/2904] eta: 0:15:41 lr: 0.002200 loss: 0.1862 (0.1978) loss_rec_all: 0.2123 (0.2236) loss_rec_sfr: 0.2723 (0.2951) loss_cl: -0.2786 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [05:55:00.756764] Epoch: [181] [1680/2904] eta: 0:15:25 lr: 0.002200 loss: 0.1845 (0.1978) loss_rec_all: 0.2104 (0.2236) loss_rec_sfr: 0.2693 (0.2949) loss_cl: -0.2794 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [05:55:15.675477] Epoch: [181] [1700/2904] eta: 0:15:10 lr: 0.002200 loss: 0.1861 (0.1977) loss_rec_all: 0.2121 (0.2235) loss_rec_sfr: 0.2782 (0.2948) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [05:55:30.594509] Epoch: [181] [1720/2904] eta: 0:14:55 lr: 0.002200 loss: 0.1895 (0.1977) loss_rec_all: 0.2154 (0.2235) loss_rec_sfr: 0.2703 (0.2947) loss_cl: -0.2786 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [05:55:45.517498] Epoch: [181] [1740/2904] eta: 0:14:40 lr: 0.002200 loss: 0.1864 (0.1977) loss_rec_all: 0.2124 (0.2235) loss_rec_sfr: 0.2669 (0.2946) loss_cl: -0.2782 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [05:56:00.442991] Epoch: [181] [1760/2904] eta: 0:14:24 lr: 0.002200 loss: 0.1878 (0.1977) loss_rec_all: 0.2141 (0.2235) loss_rec_sfr: 0.2702 (0.2947) loss_cl: -0.2788 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [05:56:15.368518] Epoch: [181] [1780/2904] eta: 0:14:09 lr: 0.002200 loss: 0.1844 (0.1977) loss_rec_all: 0.2104 (0.2235) loss_rec_sfr: 0.2580 (0.2946) loss_cl: -0.2794 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [05:56:30.287505] Epoch: [181] [1800/2904] eta: 0:13:54 lr: 0.002200 loss: 0.1916 (0.1978) loss_rec_all: 0.2178 (0.2236) loss_rec_sfr: 0.2743 (0.2948) loss_cl: -0.2788 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [05:56:45.198642] Epoch: [181] [1820/2904] eta: 0:13:39 lr: 0.002200 loss: 0.1832 (0.1976) loss_rec_all: 0.2094 (0.2234) loss_rec_sfr: 0.2682 (0.2944) loss_cl: -0.2797 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [05:57:00.110487] Epoch: [181] [1840/2904] eta: 0:13:23 lr: 0.002200 loss: 0.1900 (0.1976) loss_rec_all: 0.2159 (0.2234) loss_rec_sfr: 0.2799 (0.2942) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [05:57:15.024498] Epoch: [181] [1860/2904] eta: 0:13:08 lr: 0.002200 loss: 0.1870 (0.1975) loss_rec_all: 0.2129 (0.2234) loss_rec_sfr: 0.2716 (0.2942) loss_cl: -0.2787 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [05:57:29.929448] Epoch: [181] [1880/2904] eta: 0:12:53 lr: 0.002200 loss: 0.1886 (0.1975) loss_rec_all: 0.2144 (0.2233) loss_rec_sfr: 0.2743 (0.2941) loss_cl: -0.2785 (-0.2787) time: 0.7452 data: 0.0002 max mem: 29860 [05:57:44.835778] Epoch: [181] [1900/2904] eta: 0:12:38 lr: 0.002200 loss: 0.1890 (0.1975) loss_rec_all: 0.2149 (0.2234) loss_rec_sfr: 0.2763 (0.2941) loss_cl: -0.2790 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [05:57:59.740183] Epoch: [181] [1920/2904] eta: 0:12:23 lr: 0.002200 loss: 0.1861 (0.1975) loss_rec_all: 0.2121 (0.2233) loss_rec_sfr: 0.2765 (0.2940) loss_cl: -0.2797 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [05:58:14.644998] Epoch: [181] [1940/2904] eta: 0:12:07 lr: 0.002200 loss: 0.1885 (0.1975) loss_rec_all: 0.2146 (0.2233) loss_rec_sfr: 0.2763 (0.2940) loss_cl: -0.2792 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [05:58:29.549211] Epoch: [181] [1960/2904] eta: 0:11:52 lr: 0.002200 loss: 0.1852 (0.1974) loss_rec_all: 0.2113 (0.2232) loss_rec_sfr: 0.2443 (0.2937) loss_cl: -0.2788 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [05:58:44.451215] Epoch: [181] [1980/2904] eta: 0:11:37 lr: 0.002200 loss: 0.1886 (0.1974) loss_rec_all: 0.2144 (0.2233) loss_rec_sfr: 0.2774 (0.2938) loss_cl: -0.2784 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [05:58:59.361048] Epoch: [181] [2000/2904] eta: 0:11:22 lr: 0.002200 loss: 0.1843 (0.1973) loss_rec_all: 0.2104 (0.2232) loss_rec_sfr: 0.2771 (0.2936) loss_cl: -0.2787 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [05:59:14.266672] Epoch: [181] [2020/2904] eta: 0:11:07 lr: 0.002200 loss: 0.1863 (0.1973) loss_rec_all: 0.2124 (0.2231) loss_rec_sfr: 0.2634 (0.2932) loss_cl: -0.2788 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [05:59:29.175910] Epoch: [181] [2040/2904] eta: 0:10:51 lr: 0.002200 loss: 0.1872 (0.1973) loss_rec_all: 0.2132 (0.2231) loss_rec_sfr: 0.2797 (0.2933) loss_cl: -0.2792 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [05:59:44.080803] Epoch: [181] [2060/2904] eta: 0:10:36 lr: 0.002200 loss: 0.1875 (0.1972) loss_rec_all: 0.2134 (0.2231) loss_rec_sfr: 0.2751 (0.2933) loss_cl: -0.2794 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [05:59:58.983209] Epoch: [181] [2080/2904] eta: 0:10:21 lr: 0.002200 loss: 0.1838 (0.1972) loss_rec_all: 0.2102 (0.2230) loss_rec_sfr: 0.2583 (0.2931) loss_cl: -0.2796 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [06:00:13.880756] Epoch: [181] [2100/2904] eta: 0:10:06 lr: 0.002200 loss: 0.1889 (0.1972) loss_rec_all: 0.2148 (0.2230) loss_rec_sfr: 0.2728 (0.2931) loss_cl: -0.2791 (-0.2788) time: 0.7448 data: 0.0002 max mem: 29860 [06:00:28.785560] Epoch: [181] [2120/2904] eta: 0:09:51 lr: 0.002200 loss: 0.1865 (0.1972) loss_rec_all: 0.2123 (0.2230) loss_rec_sfr: 0.2828 (0.2932) loss_cl: -0.2784 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [06:00:43.695457] Epoch: [181] [2140/2904] eta: 0:09:36 lr: 0.002200 loss: 0.1823 (0.1971) loss_rec_all: 0.2083 (0.2229) loss_rec_sfr: 0.2705 (0.2930) loss_cl: -0.2794 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [06:00:58.600532] Epoch: [181] [2160/2904] eta: 0:09:20 lr: 0.002200 loss: 0.1852 (0.1971) loss_rec_all: 0.2113 (0.2229) loss_rec_sfr: 0.2696 (0.2929) loss_cl: -0.2788 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [06:01:13.507786] Epoch: [181] [2180/2904] eta: 0:09:05 lr: 0.002200 loss: 0.1832 (0.1970) loss_rec_all: 0.2091 (0.2229) loss_rec_sfr: 0.2627 (0.2928) loss_cl: -0.2797 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [06:01:28.418232] Epoch: [181] [2200/2904] eta: 0:08:50 lr: 0.002200 loss: 0.1877 (0.1970) loss_rec_all: 0.2138 (0.2229) loss_rec_sfr: 0.2675 (0.2928) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [06:01:43.323495] Epoch: [181] [2220/2904] eta: 0:08:35 lr: 0.002200 loss: 0.1868 (0.1970) loss_rec_all: 0.2128 (0.2228) loss_rec_sfr: 0.2655 (0.2927) loss_cl: -0.2772 (-0.2787) time: 0.7452 data: 0.0002 max mem: 29860 [06:01:58.225591] Epoch: [181] [2240/2904] eta: 0:08:20 lr: 0.002200 loss: 0.1861 (0.1971) loss_rec_all: 0.2121 (0.2229) loss_rec_sfr: 0.2834 (0.2930) loss_cl: -0.2779 (-0.2787) time: 0.7451 data: 0.0002 max mem: 29860 [06:02:13.130750] Epoch: [181] [2260/2904] eta: 0:08:05 lr: 0.002200 loss: 0.1893 (0.1972) loss_rec_all: 0.2155 (0.2230) loss_rec_sfr: 0.2649 (0.2933) loss_cl: -0.2795 (-0.2787) time: 0.7452 data: 0.0002 max mem: 29860 [06:02:28.038175] Epoch: [181] [2280/2904] eta: 0:07:50 lr: 0.002200 loss: 0.1854 (0.1972) loss_rec_all: 0.2114 (0.2230) loss_rec_sfr: 0.2685 (0.2932) loss_cl: -0.2807 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [06:02:42.950697] Epoch: [181] [2300/2904] eta: 0:07:35 lr: 0.002200 loss: 0.1815 (0.1972) loss_rec_all: 0.2075 (0.2230) loss_rec_sfr: 0.2670 (0.2931) loss_cl: -0.2796 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [06:02:57.860178] Epoch: [181] [2320/2904] eta: 0:07:19 lr: 0.002200 loss: 0.1859 (0.1972) loss_rec_all: 0.2122 (0.2230) loss_rec_sfr: 0.2719 (0.2931) loss_cl: -0.2786 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [06:03:12.763073] Epoch: [181] [2340/2904] eta: 0:07:04 lr: 0.002200 loss: 0.1871 (0.1973) loss_rec_all: 0.2135 (0.2231) loss_rec_sfr: 0.2770 (0.2934) loss_cl: -0.2778 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [06:03:27.678821] Epoch: [181] [2360/2904] eta: 0:06:49 lr: 0.002200 loss: 0.1829 (0.1972) loss_rec_all: 0.2089 (0.2230) loss_rec_sfr: 0.2731 (0.2933) loss_cl: -0.2778 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [06:03:42.586036] Epoch: [181] [2380/2904] eta: 0:06:34 lr: 0.002200 loss: 0.1889 (0.1972) loss_rec_all: 0.2153 (0.2230) loss_rec_sfr: 0.2699 (0.2931) loss_cl: -0.2787 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [06:03:57.494904] Epoch: [181] [2400/2904] eta: 0:06:19 lr: 0.002200 loss: 0.1878 (0.1972) loss_rec_all: 0.2140 (0.2230) loss_rec_sfr: 0.2728 (0.2931) loss_cl: -0.2796 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [06:04:12.401388] Epoch: [181] [2420/2904] eta: 0:06:04 lr: 0.002200 loss: 0.1866 (0.1972) loss_rec_all: 0.2129 (0.2230) loss_rec_sfr: 0.2690 (0.2931) loss_cl: -0.2793 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [06:04:27.310978] Epoch: [181] [2440/2904] eta: 0:05:49 lr: 0.002200 loss: 0.1849 (0.1972) loss_rec_all: 0.2112 (0.2230) loss_rec_sfr: 0.2645 (0.2930) loss_cl: -0.2788 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [06:04:42.212414] Epoch: [181] [2460/2904] eta: 0:05:34 lr: 0.002200 loss: 0.1833 (0.1971) loss_rec_all: 0.2096 (0.2230) loss_rec_sfr: 0.2653 (0.2929) loss_cl: -0.2777 (-0.2787) time: 0.7450 data: 0.0002 max mem: 29860 [06:04:57.120005] Epoch: [181] [2480/2904] eta: 0:05:19 lr: 0.002200 loss: 0.1858 (0.1971) loss_rec_all: 0.2121 (0.2229) loss_rec_sfr: 0.2693 (0.2928) loss_cl: -0.2785 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [06:05:12.023419] Epoch: [181] [2500/2904] eta: 0:05:04 lr: 0.002200 loss: 0.1844 (0.1971) loss_rec_all: 0.2108 (0.2229) loss_rec_sfr: 0.2610 (0.2926) loss_cl: -0.2798 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [06:05:26.927507] Epoch: [181] [2520/2904] eta: 0:04:49 lr: 0.002200 loss: 0.1883 (0.1970) loss_rec_all: 0.2147 (0.2229) loss_rec_sfr: 0.2690 (0.2924) loss_cl: -0.2799 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [06:05:41.839653] Epoch: [181] [2540/2904] eta: 0:04:33 lr: 0.002199 loss: 0.1832 (0.1970) loss_rec_all: 0.2098 (0.2228) loss_rec_sfr: 0.2513 (0.2922) loss_cl: -0.2805 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [06:05:56.744266] Epoch: [181] [2560/2904] eta: 0:04:18 lr: 0.002199 loss: 0.1852 (0.1970) loss_rec_all: 0.2111 (0.2228) loss_rec_sfr: 0.2702 (0.2922) loss_cl: -0.2787 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [06:06:11.641190] Epoch: [181] [2580/2904] eta: 0:04:03 lr: 0.002199 loss: 0.1865 (0.1970) loss_rec_all: 0.2124 (0.2229) loss_rec_sfr: 0.2771 (0.2925) loss_cl: -0.2772 (-0.2788) time: 0.7448 data: 0.0002 max mem: 29860 [06:06:26.544935] Epoch: [181] [2600/2904] eta: 0:03:48 lr: 0.002199 loss: 0.1910 (0.1970) loss_rec_all: 0.2168 (0.2228) loss_rec_sfr: 0.2591 (0.2923) loss_cl: -0.2794 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [06:06:41.465219] Epoch: [181] [2620/2904] eta: 0:03:33 lr: 0.002199 loss: 0.1860 (0.1970) loss_rec_all: 0.2121 (0.2228) loss_rec_sfr: 0.2475 (0.2923) loss_cl: -0.2795 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [06:06:56.389019] Epoch: [181] [2640/2904] eta: 0:03:18 lr: 0.002199 loss: 0.1857 (0.1971) loss_rec_all: 0.2121 (0.2229) loss_rec_sfr: 0.2754 (0.2925) loss_cl: -0.2783 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [06:07:11.306854] Epoch: [181] [2660/2904] eta: 0:03:03 lr: 0.002199 loss: 0.1901 (0.1972) loss_rec_all: 0.2161 (0.2230) loss_rec_sfr: 0.2769 (0.2928) loss_cl: -0.2780 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [06:07:26.219800] Epoch: [181] [2680/2904] eta: 0:02:48 lr: 0.002199 loss: 0.1857 (0.1972) loss_rec_all: 0.2114 (0.2230) loss_rec_sfr: 0.2653 (0.2927) loss_cl: -0.2795 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [06:07:41.131374] Epoch: [181] [2700/2904] eta: 0:02:33 lr: 0.002199 loss: 0.1874 (0.1971) loss_rec_all: 0.2133 (0.2230) loss_rec_sfr: 0.2761 (0.2926) loss_cl: -0.2794 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [06:07:56.041782] Epoch: [181] [2720/2904] eta: 0:02:18 lr: 0.002199 loss: 0.1871 (0.1972) loss_rec_all: 0.2135 (0.2230) loss_rec_sfr: 0.2880 (0.2929) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [06:08:10.944270] Epoch: [181] [2740/2904] eta: 0:02:03 lr: 0.002199 loss: 0.1883 (0.1972) loss_rec_all: 0.2143 (0.2231) loss_rec_sfr: 0.2621 (0.2929) loss_cl: -0.2795 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [06:08:25.852281] Epoch: [181] [2760/2904] eta: 0:01:48 lr: 0.002199 loss: 0.1864 (0.1972) loss_rec_all: 0.2123 (0.2230) loss_rec_sfr: 0.2690 (0.2929) loss_cl: -0.2786 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [06:08:40.757487] Epoch: [181] [2780/2904] eta: 0:01:33 lr: 0.002199 loss: 0.1849 (0.1972) loss_rec_all: 0.2114 (0.2230) loss_rec_sfr: 0.2396 (0.2927) loss_cl: -0.2786 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [06:08:55.658751] Epoch: [181] [2800/2904] eta: 0:01:18 lr: 0.002199 loss: 0.1853 (0.1972) loss_rec_all: 0.2117 (0.2230) loss_rec_sfr: 0.2688 (0.2927) loss_cl: -0.2787 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [06:09:10.565194] Epoch: [181] [2820/2904] eta: 0:01:03 lr: 0.002199 loss: 0.1860 (0.1971) loss_rec_all: 0.2121 (0.2229) loss_rec_sfr: 0.2707 (0.2925) loss_cl: -0.2781 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [06:09:25.555279] Epoch: [181] [2840/2904] eta: 0:00:48 lr: 0.002199 loss: 0.1934 (0.1972) loss_rec_all: 0.2194 (0.2230) loss_rec_sfr: 0.2710 (0.2927) loss_cl: -0.2790 (-0.2788) time: 0.7495 data: 0.0024 max mem: 29860 [06:09:40.445785] Epoch: [181] [2860/2904] eta: 0:00:33 lr: 0.002199 loss: 0.1851 (0.1971) loss_rec_all: 0.2110 (0.2229) loss_rec_sfr: 0.2560 (0.2924) loss_cl: -0.2793 (-0.2788) time: 0.7445 data: 0.0001 max mem: 29860 [06:09:55.336566] Epoch: [181] [2880/2904] eta: 0:00:18 lr: 0.002199 loss: 0.1888 (0.1971) loss_rec_all: 0.2154 (0.2230) loss_rec_sfr: 0.2803 (0.2926) loss_cl: -0.2791 (-0.2788) time: 0.7445 data: 0.0001 max mem: 29860 [06:10:10.224521] Epoch: [181] [2900/2904] eta: 0:00:03 lr: 0.002199 loss: 0.1875 (0.1971) loss_rec_all: 0.2136 (0.2230) loss_rec_sfr: 0.2650 (0.2925) loss_cl: -0.2785 (-0.2788) time: 0.7444 data: 0.0001 max mem: 29860 [06:10:12.462922] Epoch: [181] [2903/2904] eta: 0:00:00 lr: 0.002199 loss: 0.1904 (0.1971) loss_rec_all: 0.2162 (0.2230) loss_rec_sfr: 0.2650 (0.2925) loss_cl: -0.2785 (-0.2788) time: 0.7442 data: 0.0001 max mem: 29860 [06:10:14.797275] Epoch: [181] Total time: 0:36:25 (0.7526 s / it) [06:10:14.817560] Averaged stats: lr: 0.002199 loss: 0.1904 (0.1993) loss_rec_all: 0.2162 (0.2228) loss_rec_sfr: 0.2650 (0.2917) loss_cl: -0.2785 (-0.2555) [06:10:14.823362] log_dir: ./checkpoint/VF2_ViT-B [06:10:32.497268] Epoch: [182] [ 0/2904] eta: 14:15:22 lr: 0.002199 loss: 0.1867 (0.1867) loss_rec_all: 0.2124 (0.2124) loss_rec_sfr: 0.2774 (0.2774) loss_cl: -0.2765 (-0.2765) time: 17.6732 data: 16.2695 max mem: 29860 [06:10:50.025660] Epoch: [182] [ 20/2904] eta: 1:20:34 lr: 0.002199 loss: 0.1837 (0.1878) loss_rec_all: 0.2097 (0.2139) loss_rec_sfr: 0.2648 (0.2634) loss_cl: -0.2788 (-0.2788) time: 0.8764 data: 0.0302 max mem: 29860 [06:11:04.940486] Epoch: [182] [ 40/2904] eta: 0:58:20 lr: 0.002199 loss: 0.1831 (0.1892) loss_rec_all: 0.2095 (0.2152) loss_rec_sfr: 0.2600 (0.2660) loss_cl: -0.2793 (-0.2790) time: 0.7457 data: 0.0002 max mem: 29860 [06:11:19.866992] Epoch: [182] [ 60/2904] eta: 0:50:32 lr: 0.002199 loss: 0.1890 (0.1895) loss_rec_all: 0.2150 (0.2155) loss_rec_sfr: 0.2691 (0.2700) loss_cl: -0.2785 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [06:11:34.819202] Epoch: [182] [ 80/2904] eta: 0:46:28 lr: 0.002199 loss: 0.1857 (0.1913) loss_rec_all: 0.2120 (0.2172) loss_rec_sfr: 0.2628 (0.2755) loss_cl: -0.2781 (-0.2786) time: 0.7476 data: 0.0002 max mem: 29860 [06:11:49.753684] Epoch: [182] [ 100/2904] eta: 0:43:55 lr: 0.002199 loss: 0.1900 (0.1927) loss_rec_all: 0.2159 (0.2187) loss_rec_sfr: 0.2652 (0.2785) loss_cl: -0.2788 (-0.2786) time: 0.7467 data: 0.0003 max mem: 29860 [06:12:04.708561] Epoch: [182] [ 120/2904] eta: 0:42:08 lr: 0.002199 loss: 0.1858 (0.1938) loss_rec_all: 0.2123 (0.2197) loss_rec_sfr: 0.2657 (0.2807) loss_cl: -0.2790 (-0.2786) time: 0.7477 data: 0.0003 max mem: 29860 [06:12:19.660524] Epoch: [182] [ 140/2904] eta: 0:40:46 lr: 0.002199 loss: 0.1820 (0.1934) loss_rec_all: 0.2080 (0.2193) loss_rec_sfr: 0.2726 (0.2808) loss_cl: -0.2788 (-0.2787) time: 0.7475 data: 0.0002 max mem: 29860 [06:12:34.622005] Epoch: [182] [ 160/2904] eta: 0:39:42 lr: 0.002199 loss: 0.1849 (0.1934) loss_rec_all: 0.2109 (0.2193) loss_rec_sfr: 0.2672 (0.2808) loss_cl: -0.2791 (-0.2787) time: 0.7480 data: 0.0003 max mem: 29860 [06:12:49.604143] Epoch: [182] [ 180/2904] eta: 0:38:49 lr: 0.002199 loss: 0.1863 (0.1936) loss_rec_all: 0.2122 (0.2196) loss_rec_sfr: 0.2684 (0.2813) loss_cl: -0.2794 (-0.2788) time: 0.7490 data: 0.0002 max mem: 29860 [06:13:04.562121] Epoch: [182] [ 200/2904] eta: 0:38:03 lr: 0.002199 loss: 0.1897 (0.1937) loss_rec_all: 0.2158 (0.2196) loss_rec_sfr: 0.2714 (0.2816) loss_cl: -0.2790 (-0.2788) time: 0.7479 data: 0.0002 max mem: 29860 [06:13:19.542388] Epoch: [182] [ 220/2904] eta: 0:37:23 lr: 0.002199 loss: 0.1846 (0.1937) loss_rec_all: 0.2106 (0.2196) loss_rec_sfr: 0.2662 (0.2822) loss_cl: -0.2790 (-0.2788) time: 0.7490 data: 0.0002 max mem: 29860 [06:13:34.497727] Epoch: [182] [ 240/2904] eta: 0:36:47 lr: 0.002199 loss: 0.1887 (0.1943) loss_rec_all: 0.2145 (0.2202) loss_rec_sfr: 0.2775 (0.2850) loss_cl: -0.2783 (-0.2788) time: 0.7477 data: 0.0002 max mem: 29860 [06:13:49.453790] Epoch: [182] [ 260/2904] eta: 0:36:14 lr: 0.002199 loss: 0.1835 (0.1941) loss_rec_all: 0.2094 (0.2200) loss_rec_sfr: 0.2643 (0.2841) loss_cl: -0.2788 (-0.2788) time: 0.7477 data: 0.0002 max mem: 29860 [06:14:04.392034] Epoch: [182] [ 280/2904] eta: 0:35:43 lr: 0.002199 loss: 0.1887 (0.1943) loss_rec_all: 0.2145 (0.2202) loss_rec_sfr: 0.2661 (0.2840) loss_cl: -0.2788 (-0.2788) time: 0.7469 data: 0.0003 max mem: 29860 [06:14:19.329181] Epoch: [182] [ 300/2904] eta: 0:35:15 lr: 0.002199 loss: 0.1891 (0.1943) loss_rec_all: 0.2153 (0.2202) loss_rec_sfr: 0.2651 (0.2836) loss_cl: -0.2791 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [06:14:34.255583] Epoch: [182] [ 320/2904] eta: 0:34:48 lr: 0.002199 loss: 0.1855 (0.1939) loss_rec_all: 0.2111 (0.2198) loss_rec_sfr: 0.2648 (0.2821) loss_cl: -0.2784 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [06:14:49.195051] Epoch: [182] [ 340/2904] eta: 0:34:22 lr: 0.002199 loss: 0.1903 (0.1936) loss_rec_all: 0.2160 (0.2195) loss_rec_sfr: 0.2639 (0.2810) loss_cl: -0.2792 (-0.2788) time: 0.7469 data: 0.0002 max mem: 29860 [06:15:04.101006] Epoch: [182] [ 360/2904] eta: 0:33:58 lr: 0.002199 loss: 0.1933 (0.1944) loss_rec_all: 0.2195 (0.2203) loss_rec_sfr: 0.2717 (0.2831) loss_cl: -0.2789 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [06:15:19.013709] Epoch: [182] [ 380/2904] eta: 0:33:35 lr: 0.002199 loss: 0.1877 (0.1946) loss_rec_all: 0.2135 (0.2205) loss_rec_sfr: 0.2809 (0.2844) loss_cl: -0.2780 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [06:15:33.923100] Epoch: [182] [ 400/2904] eta: 0:33:12 lr: 0.002199 loss: 0.1899 (0.1948) loss_rec_all: 0.2155 (0.2207) loss_rec_sfr: 0.2709 (0.2850) loss_cl: -0.2788 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [06:15:48.833457] Epoch: [182] [ 420/2904] eta: 0:32:50 lr: 0.002199 loss: 0.1882 (0.1950) loss_rec_all: 0.2145 (0.2209) loss_rec_sfr: 0.2630 (0.2852) loss_cl: -0.2797 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [06:16:03.751912] Epoch: [182] [ 440/2904] eta: 0:32:29 lr: 0.002199 loss: 0.1846 (0.1950) loss_rec_all: 0.2108 (0.2209) loss_rec_sfr: 0.2766 (0.2856) loss_cl: -0.2798 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [06:16:18.676936] Epoch: [182] [ 460/2904] eta: 0:32:08 lr: 0.002199 loss: 0.1861 (0.1951) loss_rec_all: 0.2122 (0.2209) loss_rec_sfr: 0.2359 (0.2855) loss_cl: -0.2792 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [06:16:33.591106] Epoch: [182] [ 480/2904] eta: 0:31:48 lr: 0.002199 loss: 0.1869 (0.1952) loss_rec_all: 0.2129 (0.2211) loss_rec_sfr: 0.2845 (0.2862) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [06:16:48.499884] Epoch: [182] [ 500/2904] eta: 0:31:28 lr: 0.002199 loss: 0.1878 (0.1955) loss_rec_all: 0.2139 (0.2214) loss_rec_sfr: 0.2684 (0.2870) loss_cl: -0.2779 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [06:17:03.424455] Epoch: [182] [ 520/2904] eta: 0:31:09 lr: 0.002199 loss: 0.1844 (0.1957) loss_rec_all: 0.2100 (0.2216) loss_rec_sfr: 0.2643 (0.2874) loss_cl: -0.2775 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [06:17:18.343369] Epoch: [182] [ 540/2904] eta: 0:30:50 lr: 0.002199 loss: 0.1867 (0.1958) loss_rec_all: 0.2127 (0.2216) loss_rec_sfr: 0.2799 (0.2878) loss_cl: -0.2783 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [06:17:33.263285] Epoch: [182] [ 560/2904] eta: 0:30:31 lr: 0.002199 loss: 0.1874 (0.1958) loss_rec_all: 0.2133 (0.2216) loss_rec_sfr: 0.2664 (0.2879) loss_cl: -0.2790 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [06:17:48.180082] Epoch: [182] [ 580/2904] eta: 0:30:13 lr: 0.002199 loss: 0.1846 (0.1956) loss_rec_all: 0.2103 (0.2215) loss_rec_sfr: 0.2798 (0.2879) loss_cl: -0.2783 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [06:18:03.097152] Epoch: [182] [ 600/2904] eta: 0:29:55 lr: 0.002199 loss: 0.1873 (0.1957) loss_rec_all: 0.2132 (0.2215) loss_rec_sfr: 0.2749 (0.2881) loss_cl: -0.2784 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [06:18:18.016264] Epoch: [182] [ 620/2904] eta: 0:29:37 lr: 0.002199 loss: 0.1846 (0.1955) loss_rec_all: 0.2105 (0.2213) loss_rec_sfr: 0.2723 (0.2876) loss_cl: -0.2785 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [06:18:32.931224] Epoch: [182] [ 640/2904] eta: 0:29:19 lr: 0.002199 loss: 0.1897 (0.1957) loss_rec_all: 0.2156 (0.2215) loss_rec_sfr: 0.2772 (0.2883) loss_cl: -0.2785 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [06:18:47.845271] Epoch: [182] [ 660/2904] eta: 0:29:01 lr: 0.002199 loss: 0.1872 (0.1961) loss_rec_all: 0.2129 (0.2219) loss_rec_sfr: 0.3021 (0.2902) loss_cl: -0.2792 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [06:19:02.767706] Epoch: [182] [ 680/2904] eta: 0:28:44 lr: 0.002198 loss: 0.1819 (0.1960) loss_rec_all: 0.2084 (0.2219) loss_rec_sfr: 0.2684 (0.2903) loss_cl: -0.2799 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [06:19:17.695523] Epoch: [182] [ 700/2904] eta: 0:28:26 lr: 0.002198 loss: 0.1932 (0.1963) loss_rec_all: 0.2193 (0.2222) loss_rec_sfr: 0.2733 (0.2910) loss_cl: -0.2787 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [06:19:32.611813] Epoch: [182] [ 720/2904] eta: 0:28:09 lr: 0.002198 loss: 0.1865 (0.1964) loss_rec_all: 0.2125 (0.2222) loss_rec_sfr: 0.2706 (0.2912) loss_cl: -0.2780 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [06:19:47.535858] Epoch: [182] [ 740/2904] eta: 0:27:52 lr: 0.002198 loss: 0.1847 (0.1964) loss_rec_all: 0.2107 (0.2222) loss_rec_sfr: 0.2637 (0.2908) loss_cl: -0.2792 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [06:20:02.459701] Epoch: [182] [ 760/2904] eta: 0:27:35 lr: 0.002198 loss: 0.1874 (0.1963) loss_rec_all: 0.2136 (0.2222) loss_rec_sfr: 0.2697 (0.2905) loss_cl: -0.2796 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [06:20:17.381571] Epoch: [182] [ 780/2904] eta: 0:27:18 lr: 0.002198 loss: 0.1843 (0.1961) loss_rec_all: 0.2105 (0.2220) loss_rec_sfr: 0.2590 (0.2897) loss_cl: -0.2783 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [06:20:32.300624] Epoch: [182] [ 800/2904] eta: 0:27:01 lr: 0.002198 loss: 0.1819 (0.1959) loss_rec_all: 0.2082 (0.2218) loss_rec_sfr: 0.2295 (0.2886) loss_cl: -0.2780 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [06:20:47.222927] Epoch: [182] [ 820/2904] eta: 0:26:45 lr: 0.002198 loss: 0.1839 (0.1957) loss_rec_all: 0.2102 (0.2216) loss_rec_sfr: 0.2336 (0.2879) loss_cl: -0.2788 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [06:21:02.144078] Epoch: [182] [ 840/2904] eta: 0:26:28 lr: 0.002198 loss: 0.1836 (0.1955) loss_rec_all: 0.2096 (0.2214) loss_rec_sfr: 0.2668 (0.2870) loss_cl: -0.2792 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [06:21:17.067542] Epoch: [182] [ 860/2904] eta: 0:26:12 lr: 0.002198 loss: 0.1861 (0.1955) loss_rec_all: 0.2118 (0.2213) loss_rec_sfr: 0.2691 (0.2868) loss_cl: -0.2793 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [06:21:31.999262] Epoch: [182] [ 880/2904] eta: 0:25:55 lr: 0.002198 loss: 0.1839 (0.1954) loss_rec_all: 0.2099 (0.2212) loss_rec_sfr: 0.2833 (0.2868) loss_cl: -0.2791 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [06:21:46.920313] Epoch: [182] [ 900/2904] eta: 0:25:39 lr: 0.002198 loss: 0.1874 (0.1955) loss_rec_all: 0.2133 (0.2213) loss_rec_sfr: 0.2695 (0.2871) loss_cl: -0.2790 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [06:22:01.849346] Epoch: [182] [ 920/2904] eta: 0:25:22 lr: 0.002198 loss: 0.1910 (0.1955) loss_rec_all: 0.2173 (0.2214) loss_rec_sfr: 0.2653 (0.2873) loss_cl: -0.2789 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [06:22:16.786155] Epoch: [182] [ 940/2904] eta: 0:25:06 lr: 0.002198 loss: 0.1876 (0.1954) loss_rec_all: 0.2133 (0.2213) loss_rec_sfr: 0.2818 (0.2871) loss_cl: -0.2794 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [06:22:31.708617] Epoch: [182] [ 960/2904] eta: 0:24:50 lr: 0.002198 loss: 0.1883 (0.1955) loss_rec_all: 0.2140 (0.2214) loss_rec_sfr: 0.2736 (0.2874) loss_cl: -0.2781 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [06:22:46.644865] Epoch: [182] [ 980/2904] eta: 0:24:34 lr: 0.002198 loss: 0.1880 (0.1957) loss_rec_all: 0.2138 (0.2215) loss_rec_sfr: 0.2725 (0.2878) loss_cl: -0.2786 (-0.2787) time: 0.7468 data: 0.0002 max mem: 29860 [06:23:01.561774] Epoch: [182] [1000/2904] eta: 0:24:18 lr: 0.002198 loss: 0.1876 (0.1958) loss_rec_all: 0.2136 (0.2217) loss_rec_sfr: 0.2725 (0.2882) loss_cl: -0.2794 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [06:23:16.491839] Epoch: [182] [1020/2904] eta: 0:24:02 lr: 0.002198 loss: 0.1856 (0.1957) loss_rec_all: 0.2115 (0.2215) loss_rec_sfr: 0.2719 (0.2879) loss_cl: -0.2795 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [06:23:31.415539] Epoch: [182] [1040/2904] eta: 0:23:46 lr: 0.002198 loss: 0.1853 (0.1955) loss_rec_all: 0.2117 (0.2214) loss_rec_sfr: 0.2719 (0.2874) loss_cl: -0.2782 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [06:23:46.336199] Epoch: [182] [1060/2904] eta: 0:23:30 lr: 0.002198 loss: 0.1859 (0.1955) loss_rec_all: 0.2118 (0.2214) loss_rec_sfr: 0.2691 (0.2875) loss_cl: -0.2783 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [06:24:01.254326] Epoch: [182] [1080/2904] eta: 0:23:14 lr: 0.002198 loss: 0.1852 (0.1955) loss_rec_all: 0.2114 (0.2214) loss_rec_sfr: 0.2741 (0.2875) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [06:24:16.169990] Epoch: [182] [1100/2904] eta: 0:22:58 lr: 0.002198 loss: 0.1860 (0.1955) loss_rec_all: 0.2121 (0.2214) loss_rec_sfr: 0.2797 (0.2877) loss_cl: -0.2794 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [06:24:31.093568] Epoch: [182] [1120/2904] eta: 0:22:42 lr: 0.002198 loss: 0.1862 (0.1956) loss_rec_all: 0.2123 (0.2214) loss_rec_sfr: 0.2744 (0.2879) loss_cl: -0.2785 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [06:24:46.013709] Epoch: [182] [1140/2904] eta: 0:22:26 lr: 0.002198 loss: 0.1875 (0.1956) loss_rec_all: 0.2134 (0.2214) loss_rec_sfr: 0.2678 (0.2878) loss_cl: -0.2782 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [06:25:00.938703] Epoch: [182] [1160/2904] eta: 0:22:10 lr: 0.002198 loss: 0.1823 (0.1957) loss_rec_all: 0.2087 (0.2215) loss_rec_sfr: 0.2738 (0.2880) loss_cl: -0.2784 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [06:25:15.864032] Epoch: [182] [1180/2904] eta: 0:21:55 lr: 0.002198 loss: 0.1866 (0.1956) loss_rec_all: 0.2130 (0.2214) loss_rec_sfr: 0.2731 (0.2877) loss_cl: -0.2787 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [06:25:30.790787] Epoch: [182] [1200/2904] eta: 0:21:39 lr: 0.002198 loss: 0.1912 (0.1956) loss_rec_all: 0.2175 (0.2215) loss_rec_sfr: 0.2625 (0.2877) loss_cl: -0.2796 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [06:25:45.706685] Epoch: [182] [1220/2904] eta: 0:21:23 lr: 0.002198 loss: 0.1962 (0.1958) loss_rec_all: 0.2220 (0.2216) loss_rec_sfr: 0.2802 (0.2882) loss_cl: -0.2795 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [06:26:00.627589] Epoch: [182] [1240/2904] eta: 0:21:08 lr: 0.002198 loss: 0.1837 (0.1957) loss_rec_all: 0.2099 (0.2216) loss_rec_sfr: 0.2698 (0.2879) loss_cl: -0.2798 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [06:26:15.546966] Epoch: [182] [1260/2904] eta: 0:20:52 lr: 0.002198 loss: 0.1936 (0.1959) loss_rec_all: 0.2194 (0.2218) loss_rec_sfr: 0.2769 (0.2884) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [06:26:30.465202] Epoch: [182] [1280/2904] eta: 0:20:36 lr: 0.002198 loss: 0.1879 (0.1959) loss_rec_all: 0.2138 (0.2217) loss_rec_sfr: 0.2794 (0.2885) loss_cl: -0.2783 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [06:26:45.385440] Epoch: [182] [1300/2904] eta: 0:20:21 lr: 0.002198 loss: 0.1870 (0.1959) loss_rec_all: 0.2133 (0.2217) loss_rec_sfr: 0.2650 (0.2883) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [06:27:00.298287] Epoch: [182] [1320/2904] eta: 0:20:05 lr: 0.002198 loss: 0.1924 (0.1960) loss_rec_all: 0.2182 (0.2218) loss_rec_sfr: 0.2788 (0.2887) loss_cl: -0.2782 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [06:27:15.225695] Epoch: [182] [1340/2904] eta: 0:19:50 lr: 0.002198 loss: 0.1887 (0.1959) loss_rec_all: 0.2145 (0.2218) loss_rec_sfr: 0.2773 (0.2886) loss_cl: -0.2793 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [06:27:30.149256] Epoch: [182] [1360/2904] eta: 0:19:34 lr: 0.002198 loss: 0.1832 (0.1959) loss_rec_all: 0.2095 (0.2217) loss_rec_sfr: 0.2840 (0.2887) loss_cl: -0.2788 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [06:27:45.074024] Epoch: [182] [1380/2904] eta: 0:19:18 lr: 0.002198 loss: 0.1863 (0.1960) loss_rec_all: 0.2124 (0.2218) loss_rec_sfr: 0.2728 (0.2889) loss_cl: -0.2790 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [06:27:59.989074] Epoch: [182] [1400/2904] eta: 0:19:03 lr: 0.002198 loss: 0.1851 (0.1959) loss_rec_all: 0.2110 (0.2218) loss_rec_sfr: 0.2719 (0.2888) loss_cl: -0.2795 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [06:28:14.900461] Epoch: [182] [1420/2904] eta: 0:18:47 lr: 0.002198 loss: 0.1845 (0.1958) loss_rec_all: 0.2106 (0.2217) loss_rec_sfr: 0.2677 (0.2884) loss_cl: -0.2791 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [06:28:29.822211] Epoch: [182] [1440/2904] eta: 0:18:32 lr: 0.002198 loss: 0.1865 (0.1958) loss_rec_all: 0.2124 (0.2217) loss_rec_sfr: 0.2659 (0.2883) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [06:28:44.739883] Epoch: [182] [1460/2904] eta: 0:18:16 lr: 0.002198 loss: 0.1862 (0.1959) loss_rec_all: 0.2120 (0.2217) loss_rec_sfr: 0.2801 (0.2887) loss_cl: -0.2782 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [06:28:59.665715] Epoch: [182] [1480/2904] eta: 0:18:01 lr: 0.002198 loss: 0.1852 (0.1958) loss_rec_all: 0.2117 (0.2217) loss_rec_sfr: 0.2594 (0.2884) loss_cl: -0.2783 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [06:29:14.586950] Epoch: [182] [1500/2904] eta: 0:17:46 lr: 0.002198 loss: 0.1880 (0.1959) loss_rec_all: 0.2140 (0.2218) loss_rec_sfr: 0.2720 (0.2886) loss_cl: -0.2792 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [06:29:29.505095] Epoch: [182] [1520/2904] eta: 0:17:30 lr: 0.002198 loss: 0.1885 (0.1960) loss_rec_all: 0.2147 (0.2218) loss_rec_sfr: 0.2634 (0.2887) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [06:29:44.421469] Epoch: [182] [1540/2904] eta: 0:17:15 lr: 0.002198 loss: 0.1901 (0.1960) loss_rec_all: 0.2162 (0.2218) loss_rec_sfr: 0.2722 (0.2886) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [06:29:59.337069] Epoch: [182] [1560/2904] eta: 0:16:59 lr: 0.002198 loss: 0.1860 (0.1960) loss_rec_all: 0.2118 (0.2219) loss_rec_sfr: 0.2788 (0.2888) loss_cl: -0.2793 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [06:30:14.260338] Epoch: [182] [1580/2904] eta: 0:16:44 lr: 0.002198 loss: 0.1843 (0.1960) loss_rec_all: 0.2105 (0.2219) loss_rec_sfr: 0.2651 (0.2885) loss_cl: -0.2792 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [06:30:29.183218] Epoch: [182] [1600/2904] eta: 0:16:29 lr: 0.002198 loss: 0.1882 (0.1961) loss_rec_all: 0.2141 (0.2219) loss_rec_sfr: 0.2719 (0.2887) loss_cl: -0.2792 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [06:30:44.104638] Epoch: [182] [1620/2904] eta: 0:16:13 lr: 0.002198 loss: 0.1854 (0.1960) loss_rec_all: 0.2113 (0.2219) loss_rec_sfr: 0.2756 (0.2886) loss_cl: -0.2784 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [06:30:59.016731] Epoch: [182] [1640/2904] eta: 0:15:58 lr: 0.002198 loss: 0.1850 (0.1961) loss_rec_all: 0.2113 (0.2219) loss_rec_sfr: 0.2539 (0.2887) loss_cl: -0.2783 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [06:31:13.929852] Epoch: [182] [1660/2904] eta: 0:15:42 lr: 0.002198 loss: 0.1870 (0.1961) loss_rec_all: 0.2132 (0.2219) loss_rec_sfr: 0.2679 (0.2886) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [06:31:28.842074] Epoch: [182] [1680/2904] eta: 0:15:27 lr: 0.002198 loss: 0.1889 (0.1961) loss_rec_all: 0.2148 (0.2220) loss_rec_sfr: 0.2780 (0.2888) loss_cl: -0.2793 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [06:31:43.765739] Epoch: [182] [1700/2904] eta: 0:15:12 lr: 0.002198 loss: 0.1843 (0.1961) loss_rec_all: 0.2102 (0.2220) loss_rec_sfr: 0.2386 (0.2887) loss_cl: -0.2787 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [06:31:58.681247] Epoch: [182] [1720/2904] eta: 0:14:56 lr: 0.002198 loss: 0.1877 (0.1962) loss_rec_all: 0.2136 (0.2220) loss_rec_sfr: 0.2757 (0.2888) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [06:32:13.785381] Epoch: [182] [1740/2904] eta: 0:14:41 lr: 0.002197 loss: 0.1856 (0.1962) loss_rec_all: 0.2119 (0.2220) loss_rec_sfr: 0.2813 (0.2889) loss_cl: -0.2794 (-0.2788) time: 0.7552 data: 0.0002 max mem: 29860 [06:32:28.705501] Epoch: [182] [1760/2904] eta: 0:14:26 lr: 0.002197 loss: 0.1859 (0.1962) loss_rec_all: 0.2126 (0.2220) loss_rec_sfr: 0.2767 (0.2890) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [06:32:43.636155] Epoch: [182] [1780/2904] eta: 0:14:11 lr: 0.002197 loss: 0.1905 (0.1963) loss_rec_all: 0.2164 (0.2222) loss_rec_sfr: 0.2839 (0.2896) loss_cl: -0.2793 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [06:32:58.562381] Epoch: [182] [1800/2904] eta: 0:13:55 lr: 0.002197 loss: 0.1834 (0.1962) loss_rec_all: 0.2090 (0.2221) loss_rec_sfr: 0.2667 (0.2893) loss_cl: -0.2773 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [06:33:13.488229] Epoch: [182] [1820/2904] eta: 0:13:40 lr: 0.002197 loss: 0.1832 (0.1962) loss_rec_all: 0.2095 (0.2220) loss_rec_sfr: 0.2367 (0.2890) loss_cl: -0.2791 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [06:33:28.414983] Epoch: [182] [1840/2904] eta: 0:13:25 lr: 0.002197 loss: 0.1835 (0.1961) loss_rec_all: 0.2095 (0.2220) loss_rec_sfr: 0.2655 (0.2887) loss_cl: -0.2796 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [06:33:43.355453] Epoch: [182] [1860/2904] eta: 0:13:10 lr: 0.002197 loss: 0.1877 (0.1961) loss_rec_all: 0.2136 (0.2220) loss_rec_sfr: 0.2849 (0.2889) loss_cl: -0.2791 (-0.2788) time: 0.7470 data: 0.0002 max mem: 29860 [06:33:58.296786] Epoch: [182] [1880/2904] eta: 0:12:54 lr: 0.002197 loss: 0.1916 (0.1961) loss_rec_all: 0.2177 (0.2220) loss_rec_sfr: 0.2630 (0.2890) loss_cl: -0.2779 (-0.2788) time: 0.7470 data: 0.0002 max mem: 29860 [06:34:13.214663] Epoch: [182] [1900/2904] eta: 0:12:39 lr: 0.002197 loss: 0.1936 (0.1962) loss_rec_all: 0.2196 (0.2220) loss_rec_sfr: 0.2712 (0.2889) loss_cl: -0.2780 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [06:34:28.137245] Epoch: [182] [1920/2904] eta: 0:12:24 lr: 0.002197 loss: 0.1881 (0.1961) loss_rec_all: 0.2140 (0.2219) loss_rec_sfr: 0.2679 (0.2886) loss_cl: -0.2791 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [06:34:43.055235] Epoch: [182] [1940/2904] eta: 0:12:09 lr: 0.002197 loss: 0.1858 (0.1960) loss_rec_all: 0.2118 (0.2219) loss_rec_sfr: 0.2655 (0.2882) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [06:34:57.974777] Epoch: [182] [1960/2904] eta: 0:11:53 lr: 0.002197 loss: 0.1823 (0.1959) loss_rec_all: 0.2082 (0.2218) loss_rec_sfr: 0.2760 (0.2881) loss_cl: -0.2798 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [06:35:12.897913] Epoch: [182] [1980/2904] eta: 0:11:38 lr: 0.002197 loss: 0.1855 (0.1959) loss_rec_all: 0.2122 (0.2218) loss_rec_sfr: 0.2308 (0.2880) loss_cl: -0.2794 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [06:35:27.818839] Epoch: [182] [2000/2904] eta: 0:11:23 lr: 0.002197 loss: 0.1838 (0.1960) loss_rec_all: 0.2096 (0.2218) loss_rec_sfr: 0.2689 (0.2882) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [06:35:42.737269] Epoch: [182] [2020/2904] eta: 0:11:08 lr: 0.002197 loss: 0.1868 (0.1960) loss_rec_all: 0.2127 (0.2218) loss_rec_sfr: 0.2704 (0.2882) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [06:35:57.656029] Epoch: [182] [2040/2904] eta: 0:10:53 lr: 0.002197 loss: 0.1872 (0.1960) loss_rec_all: 0.2128 (0.2218) loss_rec_sfr: 0.2824 (0.2883) loss_cl: -0.2782 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [06:36:12.579727] Epoch: [182] [2060/2904] eta: 0:10:37 lr: 0.002197 loss: 0.1888 (0.1960) loss_rec_all: 0.2149 (0.2218) loss_rec_sfr: 0.2593 (0.2882) loss_cl: -0.2785 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [06:36:27.493284] Epoch: [182] [2080/2904] eta: 0:10:22 lr: 0.002197 loss: 0.1857 (0.1960) loss_rec_all: 0.2122 (0.2218) loss_rec_sfr: 0.2714 (0.2882) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [06:36:42.406696] Epoch: [182] [2100/2904] eta: 0:10:07 lr: 0.002197 loss: 0.1890 (0.1960) loss_rec_all: 0.2152 (0.2219) loss_rec_sfr: 0.2680 (0.2883) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [06:36:57.329833] Epoch: [182] [2120/2904] eta: 0:09:52 lr: 0.002197 loss: 0.1894 (0.1961) loss_rec_all: 0.2155 (0.2219) loss_rec_sfr: 0.2893 (0.2885) loss_cl: -0.2789 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [06:37:12.248943] Epoch: [182] [2140/2904] eta: 0:09:37 lr: 0.002197 loss: 0.1846 (0.1960) loss_rec_all: 0.2109 (0.2219) loss_rec_sfr: 0.2411 (0.2882) loss_cl: -0.2794 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [06:37:27.177685] Epoch: [182] [2160/2904] eta: 0:09:21 lr: 0.002197 loss: 0.1873 (0.1960) loss_rec_all: 0.2131 (0.2218) loss_rec_sfr: 0.2683 (0.2881) loss_cl: -0.2786 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [06:37:42.100665] Epoch: [182] [2180/2904] eta: 0:09:06 lr: 0.002197 loss: 0.1882 (0.1960) loss_rec_all: 0.2142 (0.2218) loss_rec_sfr: 0.2766 (0.2882) loss_cl: -0.2778 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [06:37:57.019561] Epoch: [182] [2200/2904] eta: 0:08:51 lr: 0.002197 loss: 0.1845 (0.1960) loss_rec_all: 0.2106 (0.2218) loss_rec_sfr: 0.2831 (0.2882) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [06:38:11.938811] Epoch: [182] [2220/2904] eta: 0:08:36 lr: 0.002197 loss: 0.1887 (0.1960) loss_rec_all: 0.2151 (0.2218) loss_rec_sfr: 0.2681 (0.2882) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [06:38:26.854850] Epoch: [182] [2240/2904] eta: 0:08:21 lr: 0.002197 loss: 0.1869 (0.1960) loss_rec_all: 0.2134 (0.2219) loss_rec_sfr: 0.2800 (0.2884) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [06:38:41.771369] Epoch: [182] [2260/2904] eta: 0:08:06 lr: 0.002197 loss: 0.1865 (0.1961) loss_rec_all: 0.2125 (0.2219) loss_rec_sfr: 0.2694 (0.2885) loss_cl: -0.2795 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [06:38:56.693102] Epoch: [182] [2280/2904] eta: 0:07:51 lr: 0.002197 loss: 0.1908 (0.1961) loss_rec_all: 0.2168 (0.2220) loss_rec_sfr: 0.2776 (0.2887) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [06:39:11.621672] Epoch: [182] [2300/2904] eta: 0:07:35 lr: 0.002197 loss: 0.1901 (0.1962) loss_rec_all: 0.2160 (0.2221) loss_rec_sfr: 0.2791 (0.2890) loss_cl: -0.2786 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [06:39:26.545119] Epoch: [182] [2320/2904] eta: 0:07:20 lr: 0.002197 loss: 0.1904 (0.1962) loss_rec_all: 0.2166 (0.2221) loss_rec_sfr: 0.2700 (0.2889) loss_cl: -0.2787 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [06:39:41.469799] Epoch: [182] [2340/2904] eta: 0:07:05 lr: 0.002197 loss: 0.1892 (0.1962) loss_rec_all: 0.2156 (0.2221) loss_rec_sfr: 0.2676 (0.2890) loss_cl: -0.2792 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [06:39:56.390247] Epoch: [182] [2360/2904] eta: 0:06:50 lr: 0.002197 loss: 0.1885 (0.1963) loss_rec_all: 0.2142 (0.2222) loss_rec_sfr: 0.2746 (0.2892) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [06:40:11.308695] Epoch: [182] [2380/2904] eta: 0:06:35 lr: 0.002197 loss: 0.1872 (0.1963) loss_rec_all: 0.2136 (0.2222) loss_rec_sfr: 0.2757 (0.2893) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [06:40:26.226642] Epoch: [182] [2400/2904] eta: 0:06:20 lr: 0.002197 loss: 0.1848 (0.1963) loss_rec_all: 0.2107 (0.2222) loss_rec_sfr: 0.2849 (0.2894) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [06:40:41.150322] Epoch: [182] [2420/2904] eta: 0:06:05 lr: 0.002197 loss: 0.1873 (0.1964) loss_rec_all: 0.2132 (0.2222) loss_rec_sfr: 0.2825 (0.2896) loss_cl: -0.2786 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [06:40:56.065387] Epoch: [182] [2440/2904] eta: 0:05:49 lr: 0.002197 loss: 0.1879 (0.1963) loss_rec_all: 0.2138 (0.2222) loss_rec_sfr: 0.2722 (0.2895) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [06:41:10.982100] Epoch: [182] [2460/2904] eta: 0:05:34 lr: 0.002197 loss: 0.1874 (0.1964) loss_rec_all: 0.2139 (0.2222) loss_rec_sfr: 0.2714 (0.2896) loss_cl: -0.2779 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [06:41:25.904122] Epoch: [182] [2480/2904] eta: 0:05:19 lr: 0.002197 loss: 0.1843 (0.1964) loss_rec_all: 0.2106 (0.2222) loss_rec_sfr: 0.2650 (0.2896) loss_cl: -0.2787 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [06:41:40.826588] Epoch: [182] [2500/2904] eta: 0:05:04 lr: 0.002197 loss: 0.1844 (0.1964) loss_rec_all: 0.2107 (0.2223) loss_rec_sfr: 0.2707 (0.2897) loss_cl: -0.2798 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [06:41:55.743895] Epoch: [182] [2520/2904] eta: 0:04:49 lr: 0.002197 loss: 0.1846 (0.1964) loss_rec_all: 0.2105 (0.2223) loss_rec_sfr: 0.2656 (0.2898) loss_cl: -0.2794 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [06:42:10.658552] Epoch: [182] [2540/2904] eta: 0:04:34 lr: 0.002197 loss: 0.1812 (0.1964) loss_rec_all: 0.2071 (0.2223) loss_rec_sfr: 0.2640 (0.2898) loss_cl: -0.2783 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [06:42:25.576906] Epoch: [182] [2560/2904] eta: 0:04:19 lr: 0.002197 loss: 0.1874 (0.1964) loss_rec_all: 0.2134 (0.2223) loss_rec_sfr: 0.2688 (0.2898) loss_cl: -0.2777 (-0.2788) time: 0.7458 data: 0.0004 max mem: 29860 [06:42:40.498865] Epoch: [182] [2580/2904] eta: 0:04:04 lr: 0.002197 loss: 0.1835 (0.1964) loss_rec_all: 0.2094 (0.2223) loss_rec_sfr: 0.2582 (0.2897) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [06:42:55.417789] Epoch: [182] [2600/2904] eta: 0:03:49 lr: 0.002197 loss: 0.1873 (0.1964) loss_rec_all: 0.2136 (0.2223) loss_rec_sfr: 0.2809 (0.2899) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [06:43:10.341199] Epoch: [182] [2620/2904] eta: 0:03:34 lr: 0.002197 loss: 0.1870 (0.1964) loss_rec_all: 0.2127 (0.2223) loss_rec_sfr: 0.2718 (0.2898) loss_cl: -0.2794 (-0.2788) time: 0.7461 data: 0.0004 max mem: 29860 [06:43:25.266199] Epoch: [182] [2640/2904] eta: 0:03:18 lr: 0.002197 loss: 0.1893 (0.1964) loss_rec_all: 0.2151 (0.2223) loss_rec_sfr: 0.2641 (0.2898) loss_cl: -0.2796 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [06:43:40.188312] Epoch: [182] [2660/2904] eta: 0:03:03 lr: 0.002197 loss: 0.1869 (0.1965) loss_rec_all: 0.2128 (0.2223) loss_rec_sfr: 0.2840 (0.2900) loss_cl: -0.2788 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [06:43:55.109827] Epoch: [182] [2680/2904] eta: 0:02:48 lr: 0.002197 loss: 0.1883 (0.1965) loss_rec_all: 0.2143 (0.2224) loss_rec_sfr: 0.2837 (0.2903) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [06:44:10.029412] Epoch: [182] [2700/2904] eta: 0:02:33 lr: 0.002197 loss: 0.1886 (0.1966) loss_rec_all: 0.2149 (0.2224) loss_rec_sfr: 0.2699 (0.2904) loss_cl: -0.2779 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [06:44:24.945761] Epoch: [182] [2720/2904] eta: 0:02:18 lr: 0.002197 loss: 0.1917 (0.1967) loss_rec_all: 0.2178 (0.2226) loss_rec_sfr: 0.3017 (0.2909) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [06:44:39.866013] Epoch: [182] [2740/2904] eta: 0:02:03 lr: 0.002197 loss: 0.1861 (0.1967) loss_rec_all: 0.2117 (0.2225) loss_rec_sfr: 0.2652 (0.2907) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [06:44:54.784230] Epoch: [182] [2760/2904] eta: 0:01:48 lr: 0.002197 loss: 0.1911 (0.1967) loss_rec_all: 0.2169 (0.2226) loss_rec_sfr: 0.2789 (0.2909) loss_cl: -0.2796 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [06:45:09.702350] Epoch: [182] [2780/2904] eta: 0:01:33 lr: 0.002197 loss: 0.1850 (0.1967) loss_rec_all: 0.2113 (0.2226) loss_rec_sfr: 0.2644 (0.2908) loss_cl: -0.2804 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [06:45:24.621056] Epoch: [182] [2800/2904] eta: 0:01:18 lr: 0.002196 loss: 0.1900 (0.1968) loss_rec_all: 0.2157 (0.2226) loss_rec_sfr: 0.2781 (0.2909) loss_cl: -0.2774 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [06:45:39.542528] Epoch: [182] [2820/2904] eta: 0:01:03 lr: 0.002196 loss: 0.1858 (0.1967) loss_rec_all: 0.2120 (0.2226) loss_rec_sfr: 0.2395 (0.2908) loss_cl: -0.2784 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [06:45:54.575265] Epoch: [182] [2840/2904] eta: 0:00:48 lr: 0.002196 loss: 0.1854 (0.1968) loss_rec_all: 0.2115 (0.2226) loss_rec_sfr: 0.2556 (0.2907) loss_cl: -0.2778 (-0.2788) time: 0.7516 data: 0.0073 max mem: 29860 [06:46:09.469029] Epoch: [182] [2860/2904] eta: 0:00:33 lr: 0.002196 loss: 0.1866 (0.1967) loss_rec_all: 0.2127 (0.2226) loss_rec_sfr: 0.2733 (0.2907) loss_cl: -0.2782 (-0.2788) time: 0.7447 data: 0.0001 max mem: 29860 [06:46:24.363112] Epoch: [182] [2880/2904] eta: 0:00:18 lr: 0.002196 loss: 0.1841 (0.1967) loss_rec_all: 0.2099 (0.2225) loss_rec_sfr: 0.2794 (0.2905) loss_cl: -0.2794 (-0.2788) time: 0.7447 data: 0.0001 max mem: 29860 [06:46:39.261420] Epoch: [182] [2900/2904] eta: 0:00:03 lr: 0.002196 loss: 0.1894 (0.1967) loss_rec_all: 0.2159 (0.2225) loss_rec_sfr: 0.2597 (0.2904) loss_cl: -0.2796 (-0.2788) time: 0.7449 data: 0.0001 max mem: 29860 [06:46:41.503121] Epoch: [182] [2903/2904] eta: 0:00:00 lr: 0.002196 loss: 0.1914 (0.1967) loss_rec_all: 0.2176 (0.2225) loss_rec_sfr: 0.2693 (0.2904) loss_cl: -0.2794 (-0.2788) time: 0.7449 data: 0.0001 max mem: 29860 [06:46:43.789723] Epoch: [182] Total time: 0:36:28 (0.7538 s / it) [06:46:43.791002] Averaged stats: lr: 0.002196 loss: 0.1914 (0.1989) loss_rec_all: 0.2176 (0.2225) loss_rec_sfr: 0.2693 (0.2900) loss_cl: -0.2794 (-0.2555) [06:46:43.796142] log_dir: ./checkpoint/VF2_ViT-B [06:47:02.638226] Epoch: [183] [ 0/2904] eta: 15:11:55 lr: 0.002196 loss: 0.1883 (0.1883) loss_rec_all: 0.2144 (0.2144) loss_rec_sfr: 0.2529 (0.2529) loss_cl: -0.2789 (-0.2789) time: 18.8413 data: 13.9462 max mem: 29860 [06:47:19.415886] Epoch: [183] [ 20/2904] eta: 1:21:31 lr: 0.002196 loss: 0.1851 (0.1948) loss_rec_all: 0.2112 (0.2206) loss_rec_sfr: 0.2746 (0.2844) loss_cl: -0.2780 (-0.2780) time: 0.8388 data: 0.0442 max mem: 29860 [06:47:34.294023] Epoch: [183] [ 40/2904] eta: 0:58:47 lr: 0.002196 loss: 0.1828 (0.1924) loss_rec_all: 0.2086 (0.2182) loss_rec_sfr: 0.2784 (0.2848) loss_cl: -0.2783 (-0.2780) time: 0.7439 data: 0.0002 max mem: 29860 [06:47:49.185117] Epoch: [183] [ 60/2904] eta: 0:50:48 lr: 0.002196 loss: 0.1845 (0.1920) loss_rec_all: 0.2103 (0.2179) loss_rec_sfr: 0.2708 (0.2841) loss_cl: -0.2791 (-0.2784) time: 0.7445 data: 0.0002 max mem: 29860 [06:48:04.070429] Epoch: [183] [ 80/2904] eta: 0:46:38 lr: 0.002196 loss: 0.1881 (0.1933) loss_rec_all: 0.2140 (0.2191) loss_rec_sfr: 0.2757 (0.2888) loss_cl: -0.2791 (-0.2786) time: 0.7442 data: 0.0002 max mem: 29860 [06:48:18.968012] Epoch: [183] [ 100/2904] eta: 0:44:02 lr: 0.002196 loss: 0.1866 (0.1951) loss_rec_all: 0.2132 (0.2210) loss_rec_sfr: 0.2762 (0.2929) loss_cl: -0.2793 (-0.2786) time: 0.7448 data: 0.0002 max mem: 29860 [06:48:33.877090] Epoch: [183] [ 120/2904] eta: 0:42:12 lr: 0.002196 loss: 0.1825 (0.1945) loss_rec_all: 0.2085 (0.2204) loss_rec_sfr: 0.2675 (0.2886) loss_cl: -0.2782 (-0.2785) time: 0.7454 data: 0.0002 max mem: 29860 [06:48:48.797535] Epoch: [183] [ 140/2904] eta: 0:40:50 lr: 0.002196 loss: 0.1865 (0.1953) loss_rec_all: 0.2126 (0.2211) loss_rec_sfr: 0.2687 (0.2899) loss_cl: -0.2786 (-0.2785) time: 0.7460 data: 0.0002 max mem: 29860 [06:49:03.720584] Epoch: [183] [ 160/2904] eta: 0:39:44 lr: 0.002196 loss: 0.1841 (0.1952) loss_rec_all: 0.2104 (0.2210) loss_rec_sfr: 0.2654 (0.2895) loss_cl: -0.2796 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [06:49:18.638596] Epoch: [183] [ 180/2904] eta: 0:38:50 lr: 0.002196 loss: 0.1843 (0.1953) loss_rec_all: 0.2105 (0.2211) loss_rec_sfr: 0.2346 (0.2896) loss_cl: -0.2795 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [06:49:33.549189] Epoch: [183] [ 200/2904] eta: 0:38:03 lr: 0.002196 loss: 0.1865 (0.1953) loss_rec_all: 0.2125 (0.2211) loss_rec_sfr: 0.2633 (0.2885) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [06:49:48.488712] Epoch: [183] [ 220/2904] eta: 0:37:22 lr: 0.002196 loss: 0.1854 (0.1954) loss_rec_all: 0.2115 (0.2212) loss_rec_sfr: 0.2739 (0.2891) loss_cl: -0.2781 (-0.2787) time: 0.7469 data: 0.0002 max mem: 29860 [06:50:03.402677] Epoch: [183] [ 240/2904] eta: 0:36:46 lr: 0.002196 loss: 0.1918 (0.1963) loss_rec_all: 0.2177 (0.2222) loss_rec_sfr: 0.2691 (0.2913) loss_cl: -0.2789 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [06:50:18.320491] Epoch: [183] [ 260/2904] eta: 0:36:13 lr: 0.002196 loss: 0.1826 (0.1960) loss_rec_all: 0.2088 (0.2218) loss_rec_sfr: 0.2776 (0.2907) loss_cl: -0.2794 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [06:50:33.240621] Epoch: [183] [ 280/2904] eta: 0:35:42 lr: 0.002196 loss: 0.1860 (0.1962) loss_rec_all: 0.2123 (0.2221) loss_rec_sfr: 0.2717 (0.2913) loss_cl: -0.2786 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [06:50:48.158752] Epoch: [183] [ 300/2904] eta: 0:35:13 lr: 0.002196 loss: 0.1898 (0.1963) loss_rec_all: 0.2161 (0.2221) loss_rec_sfr: 0.2759 (0.2918) loss_cl: -0.2783 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [06:51:03.082505] Epoch: [183] [ 320/2904] eta: 0:34:47 lr: 0.002196 loss: 0.1837 (0.1958) loss_rec_all: 0.2099 (0.2217) loss_rec_sfr: 0.2322 (0.2892) loss_cl: -0.2787 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [06:51:18.127193] Epoch: [183] [ 340/2904] eta: 0:34:22 lr: 0.002196 loss: 0.1855 (0.1956) loss_rec_all: 0.2115 (0.2214) loss_rec_sfr: 0.2680 (0.2882) loss_cl: -0.2794 (-0.2787) time: 0.7522 data: 0.0002 max mem: 29860 [06:51:33.052092] Epoch: [183] [ 360/2904] eta: 0:33:58 lr: 0.002196 loss: 0.1922 (0.1954) loss_rec_all: 0.2183 (0.2212) loss_rec_sfr: 0.2651 (0.2870) loss_cl: -0.2798 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [06:51:47.972283] Epoch: [183] [ 380/2904] eta: 0:33:34 lr: 0.002196 loss: 0.1893 (0.1953) loss_rec_all: 0.2153 (0.2212) loss_rec_sfr: 0.2633 (0.2862) loss_cl: -0.2793 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [06:52:02.884909] Epoch: [183] [ 400/2904] eta: 0:33:12 lr: 0.002196 loss: 0.1893 (0.1955) loss_rec_all: 0.2153 (0.2214) loss_rec_sfr: 0.2654 (0.2867) loss_cl: -0.2778 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [06:52:17.807655] Epoch: [183] [ 420/2904] eta: 0:32:50 lr: 0.002196 loss: 0.1911 (0.1956) loss_rec_all: 0.2168 (0.2215) loss_rec_sfr: 0.2703 (0.2869) loss_cl: -0.2795 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [06:52:32.724330] Epoch: [183] [ 440/2904] eta: 0:32:29 lr: 0.002196 loss: 0.1894 (0.1961) loss_rec_all: 0.2151 (0.2220) loss_rec_sfr: 0.2856 (0.2889) loss_cl: -0.2780 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [06:52:47.645886] Epoch: [183] [ 460/2904] eta: 0:32:08 lr: 0.002196 loss: 0.1859 (0.1962) loss_rec_all: 0.2117 (0.2221) loss_rec_sfr: 0.2768 (0.2891) loss_cl: -0.2785 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [06:53:02.562704] Epoch: [183] [ 480/2904] eta: 0:31:48 lr: 0.002196 loss: 0.1829 (0.1961) loss_rec_all: 0.2092 (0.2219) loss_rec_sfr: 0.2329 (0.2885) loss_cl: -0.2785 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [06:53:17.484833] Epoch: [183] [ 500/2904] eta: 0:31:28 lr: 0.002196 loss: 0.1849 (0.1961) loss_rec_all: 0.2111 (0.2219) loss_rec_sfr: 0.2731 (0.2888) loss_cl: -0.2781 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [06:53:32.406011] Epoch: [183] [ 520/2904] eta: 0:31:09 lr: 0.002196 loss: 0.1862 (0.1963) loss_rec_all: 0.2126 (0.2222) loss_rec_sfr: 0.2803 (0.2899) loss_cl: -0.2791 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [06:53:47.323330] Epoch: [183] [ 540/2904] eta: 0:30:50 lr: 0.002196 loss: 0.1895 (0.1964) loss_rec_all: 0.2152 (0.2222) loss_rec_sfr: 0.2706 (0.2902) loss_cl: -0.2797 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [06:54:02.240412] Epoch: [183] [ 560/2904] eta: 0:30:31 lr: 0.002196 loss: 0.1896 (0.1963) loss_rec_all: 0.2159 (0.2221) loss_rec_sfr: 0.2841 (0.2902) loss_cl: -0.2805 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [06:54:17.161355] Epoch: [183] [ 580/2904] eta: 0:30:13 lr: 0.002196 loss: 0.1895 (0.1963) loss_rec_all: 0.2154 (0.2222) loss_rec_sfr: 0.2786 (0.2903) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [06:54:32.085842] Epoch: [183] [ 600/2904] eta: 0:29:55 lr: 0.002196 loss: 0.1840 (0.1961) loss_rec_all: 0.2098 (0.2220) loss_rec_sfr: 0.2345 (0.2893) loss_cl: -0.2777 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [06:54:47.002349] Epoch: [183] [ 620/2904] eta: 0:29:37 lr: 0.002196 loss: 0.1863 (0.1961) loss_rec_all: 0.2128 (0.2220) loss_rec_sfr: 0.2604 (0.2889) loss_cl: -0.2781 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [06:55:01.919449] Epoch: [183] [ 640/2904] eta: 0:29:19 lr: 0.002196 loss: 0.1888 (0.1963) loss_rec_all: 0.2149 (0.2221) loss_rec_sfr: 0.2597 (0.2890) loss_cl: -0.2786 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [06:55:16.835511] Epoch: [183] [ 660/2904] eta: 0:29:01 lr: 0.002196 loss: 0.1860 (0.1962) loss_rec_all: 0.2121 (0.2221) loss_rec_sfr: 0.2770 (0.2891) loss_cl: -0.2796 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [06:55:31.753339] Epoch: [183] [ 680/2904] eta: 0:28:44 lr: 0.002196 loss: 0.1842 (0.1960) loss_rec_all: 0.2101 (0.2219) loss_rec_sfr: 0.2835 (0.2889) loss_cl: -0.2797 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [06:55:46.671526] Epoch: [183] [ 700/2904] eta: 0:28:26 lr: 0.002196 loss: 0.1866 (0.1962) loss_rec_all: 0.2125 (0.2221) loss_rec_sfr: 0.2816 (0.2898) loss_cl: -0.2795 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [06:56:01.592448] Epoch: [183] [ 720/2904] eta: 0:28:09 lr: 0.002196 loss: 0.1827 (0.1961) loss_rec_all: 0.2087 (0.2219) loss_rec_sfr: 0.2721 (0.2897) loss_cl: -0.2793 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [06:56:16.510304] Epoch: [183] [ 740/2904] eta: 0:27:52 lr: 0.002196 loss: 0.1962 (0.1965) loss_rec_all: 0.2222 (0.2223) loss_rec_sfr: 0.2835 (0.2912) loss_cl: -0.2777 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [06:56:31.423684] Epoch: [183] [ 760/2904] eta: 0:27:35 lr: 0.002196 loss: 0.1839 (0.1963) loss_rec_all: 0.2098 (0.2222) loss_rec_sfr: 0.2341 (0.2905) loss_cl: -0.2776 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [06:56:46.341568] Epoch: [183] [ 780/2904] eta: 0:27:18 lr: 0.002196 loss: 0.1841 (0.1961) loss_rec_all: 0.2105 (0.2220) loss_rec_sfr: 0.2695 (0.2898) loss_cl: -0.2794 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [06:57:01.258743] Epoch: [183] [ 800/2904] eta: 0:27:01 lr: 0.002196 loss: 0.1873 (0.1962) loss_rec_all: 0.2139 (0.2221) loss_rec_sfr: 0.2662 (0.2901) loss_cl: -0.2794 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [06:57:16.175832] Epoch: [183] [ 820/2904] eta: 0:26:45 lr: 0.002196 loss: 0.1879 (0.1962) loss_rec_all: 0.2139 (0.2221) loss_rec_sfr: 0.2659 (0.2903) loss_cl: -0.2793 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [06:57:31.091873] Epoch: [183] [ 840/2904] eta: 0:26:28 lr: 0.002196 loss: 0.1879 (0.1963) loss_rec_all: 0.2139 (0.2222) loss_rec_sfr: 0.2788 (0.2905) loss_cl: -0.2779 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [06:57:46.008238] Epoch: [183] [ 860/2904] eta: 0:26:11 lr: 0.002196 loss: 0.1832 (0.1963) loss_rec_all: 0.2098 (0.2222) loss_rec_sfr: 0.2271 (0.2903) loss_cl: -0.2782 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [06:58:00.923913] Epoch: [183] [ 880/2904] eta: 0:25:55 lr: 0.002196 loss: 0.1867 (0.1964) loss_rec_all: 0.2128 (0.2222) loss_rec_sfr: 0.2698 (0.2906) loss_cl: -0.2788 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [06:58:15.840494] Epoch: [183] [ 900/2904] eta: 0:25:39 lr: 0.002196 loss: 0.1850 (0.1963) loss_rec_all: 0.2111 (0.2222) loss_rec_sfr: 0.2765 (0.2904) loss_cl: -0.2801 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [06:58:30.764966] Epoch: [183] [ 920/2904] eta: 0:25:22 lr: 0.002196 loss: 0.1946 (0.1966) loss_rec_all: 0.2206 (0.2225) loss_rec_sfr: 0.2859 (0.2915) loss_cl: -0.2788 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [06:58:45.685219] Epoch: [183] [ 940/2904] eta: 0:25:06 lr: 0.002195 loss: 0.1888 (0.1968) loss_rec_all: 0.2145 (0.2226) loss_rec_sfr: 0.2875 (0.2923) loss_cl: -0.2780 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [06:59:00.602238] Epoch: [183] [ 960/2904] eta: 0:24:50 lr: 0.002195 loss: 0.1830 (0.1967) loss_rec_all: 0.2089 (0.2225) loss_rec_sfr: 0.2617 (0.2918) loss_cl: -0.2785 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [06:59:15.529418] Epoch: [183] [ 980/2904] eta: 0:24:34 lr: 0.002195 loss: 0.1866 (0.1969) loss_rec_all: 0.2129 (0.2228) loss_rec_sfr: 0.2646 (0.2926) loss_cl: -0.2796 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [06:59:30.448779] Epoch: [183] [1000/2904] eta: 0:24:18 lr: 0.002195 loss: 0.1853 (0.1968) loss_rec_all: 0.2118 (0.2227) loss_rec_sfr: 0.2622 (0.2921) loss_cl: -0.2794 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [06:59:45.369784] Epoch: [183] [1020/2904] eta: 0:24:02 lr: 0.002195 loss: 0.1881 (0.1970) loss_rec_all: 0.2139 (0.2228) loss_rec_sfr: 0.2683 (0.2926) loss_cl: -0.2793 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [07:00:00.291056] Epoch: [183] [1040/2904] eta: 0:23:46 lr: 0.002195 loss: 0.1868 (0.1969) loss_rec_all: 0.2127 (0.2228) loss_rec_sfr: 0.2632 (0.2922) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [07:00:15.219034] Epoch: [183] [1060/2904] eta: 0:23:30 lr: 0.002195 loss: 0.1877 (0.1970) loss_rec_all: 0.2140 (0.2228) loss_rec_sfr: 0.2713 (0.2923) loss_cl: -0.2793 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [07:00:30.136888] Epoch: [183] [1080/2904] eta: 0:23:14 lr: 0.002195 loss: 0.1855 (0.1969) loss_rec_all: 0.2117 (0.2227) loss_rec_sfr: 0.2634 (0.2919) loss_cl: -0.2782 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [07:00:45.053947] Epoch: [183] [1100/2904] eta: 0:22:58 lr: 0.002195 loss: 0.1863 (0.1968) loss_rec_all: 0.2125 (0.2226) loss_rec_sfr: 0.2422 (0.2915) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [07:00:59.977040] Epoch: [183] [1120/2904] eta: 0:22:42 lr: 0.002195 loss: 0.1878 (0.1969) loss_rec_all: 0.2141 (0.2227) loss_rec_sfr: 0.2692 (0.2916) loss_cl: -0.2791 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [07:01:14.899912] Epoch: [183] [1140/2904] eta: 0:22:26 lr: 0.002195 loss: 0.1864 (0.1967) loss_rec_all: 0.2124 (0.2226) loss_rec_sfr: 0.2765 (0.2914) loss_cl: -0.2787 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [07:01:29.816260] Epoch: [183] [1160/2904] eta: 0:22:10 lr: 0.002195 loss: 0.1862 (0.1968) loss_rec_all: 0.2123 (0.2227) loss_rec_sfr: 0.2624 (0.2916) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [07:01:44.738758] Epoch: [183] [1180/2904] eta: 0:21:55 lr: 0.002195 loss: 0.1878 (0.1969) loss_rec_all: 0.2137 (0.2227) loss_rec_sfr: 0.2642 (0.2916) loss_cl: -0.2792 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [07:01:59.660932] Epoch: [183] [1200/2904] eta: 0:21:39 lr: 0.002195 loss: 0.1927 (0.1970) loss_rec_all: 0.2185 (0.2228) loss_rec_sfr: 0.2779 (0.2920) loss_cl: -0.2785 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [07:02:14.581513] Epoch: [183] [1220/2904] eta: 0:21:23 lr: 0.002195 loss: 0.1813 (0.1969) loss_rec_all: 0.2071 (0.2227) loss_rec_sfr: 0.2673 (0.2918) loss_cl: -0.2781 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [07:02:29.498703] Epoch: [183] [1240/2904] eta: 0:21:07 lr: 0.002195 loss: 0.1896 (0.1970) loss_rec_all: 0.2157 (0.2228) loss_rec_sfr: 0.2756 (0.2921) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [07:02:44.418429] Epoch: [183] [1260/2904] eta: 0:20:52 lr: 0.002195 loss: 0.1858 (0.1969) loss_rec_all: 0.2117 (0.2227) loss_rec_sfr: 0.2721 (0.2917) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [07:02:59.330372] Epoch: [183] [1280/2904] eta: 0:20:36 lr: 0.002195 loss: 0.1856 (0.1967) loss_rec_all: 0.2114 (0.2225) loss_rec_sfr: 0.2416 (0.2910) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [07:03:14.251580] Epoch: [183] [1300/2904] eta: 0:20:21 lr: 0.002195 loss: 0.1853 (0.1967) loss_rec_all: 0.2114 (0.2225) loss_rec_sfr: 0.2807 (0.2910) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [07:03:29.171190] Epoch: [183] [1320/2904] eta: 0:20:05 lr: 0.002195 loss: 0.1818 (0.1966) loss_rec_all: 0.2081 (0.2224) loss_rec_sfr: 0.2744 (0.2909) loss_cl: -0.2779 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [07:03:44.088998] Epoch: [183] [1340/2904] eta: 0:19:49 lr: 0.002195 loss: 0.1920 (0.1967) loss_rec_all: 0.2180 (0.2225) loss_rec_sfr: 0.2826 (0.2914) loss_cl: -0.2781 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [07:03:59.007350] Epoch: [183] [1360/2904] eta: 0:19:34 lr: 0.002195 loss: 0.1873 (0.1966) loss_rec_all: 0.2137 (0.2225) loss_rec_sfr: 0.2675 (0.2911) loss_cl: -0.2803 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [07:04:13.924016] Epoch: [183] [1380/2904] eta: 0:19:18 lr: 0.002195 loss: 0.1851 (0.1967) loss_rec_all: 0.2114 (0.2225) loss_rec_sfr: 0.2623 (0.2913) loss_cl: -0.2796 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [07:04:28.843659] Epoch: [183] [1400/2904] eta: 0:19:03 lr: 0.002195 loss: 0.1844 (0.1966) loss_rec_all: 0.2106 (0.2224) loss_rec_sfr: 0.2699 (0.2911) loss_cl: -0.2794 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [07:04:43.762601] Epoch: [183] [1420/2904] eta: 0:18:47 lr: 0.002195 loss: 0.1864 (0.1966) loss_rec_all: 0.2124 (0.2224) loss_rec_sfr: 0.2703 (0.2910) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [07:04:58.678356] Epoch: [183] [1440/2904] eta: 0:18:32 lr: 0.002195 loss: 0.1893 (0.1966) loss_rec_all: 0.2150 (0.2224) loss_rec_sfr: 0.2708 (0.2909) loss_cl: -0.2780 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [07:05:13.594148] Epoch: [183] [1460/2904] eta: 0:18:16 lr: 0.002195 loss: 0.1911 (0.1965) loss_rec_all: 0.2170 (0.2224) loss_rec_sfr: 0.2643 (0.2906) loss_cl: -0.2775 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [07:05:28.507504] Epoch: [183] [1480/2904] eta: 0:18:01 lr: 0.002195 loss: 0.1878 (0.1965) loss_rec_all: 0.2138 (0.2223) loss_rec_sfr: 0.2787 (0.2906) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [07:05:43.424587] Epoch: [183] [1500/2904] eta: 0:17:45 lr: 0.002195 loss: 0.1841 (0.1965) loss_rec_all: 0.2105 (0.2223) loss_rec_sfr: 0.2663 (0.2906) loss_cl: -0.2795 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [07:05:58.344024] Epoch: [183] [1520/2904] eta: 0:17:30 lr: 0.002195 loss: 0.1864 (0.1964) loss_rec_all: 0.2125 (0.2222) loss_rec_sfr: 0.2539 (0.2903) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [07:06:13.264448] Epoch: [183] [1540/2904] eta: 0:17:15 lr: 0.002195 loss: 0.1831 (0.1962) loss_rec_all: 0.2090 (0.2221) loss_rec_sfr: 0.2525 (0.2898) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [07:06:28.179758] Epoch: [183] [1560/2904] eta: 0:16:59 lr: 0.002195 loss: 0.1887 (0.1962) loss_rec_all: 0.2152 (0.2221) loss_rec_sfr: 0.2769 (0.2898) loss_cl: -0.2796 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [07:06:43.095196] Epoch: [183] [1580/2904] eta: 0:16:44 lr: 0.002195 loss: 0.1857 (0.1962) loss_rec_all: 0.2118 (0.2220) loss_rec_sfr: 0.2720 (0.2896) loss_cl: -0.2793 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [07:06:58.009220] Epoch: [183] [1600/2904] eta: 0:16:28 lr: 0.002195 loss: 0.1836 (0.1961) loss_rec_all: 0.2099 (0.2220) loss_rec_sfr: 0.2405 (0.2895) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [07:07:12.927274] Epoch: [183] [1620/2904] eta: 0:16:13 lr: 0.002195 loss: 0.1863 (0.1962) loss_rec_all: 0.2123 (0.2221) loss_rec_sfr: 0.2730 (0.2897) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [07:07:27.847126] Epoch: [183] [1640/2904] eta: 0:15:58 lr: 0.002195 loss: 0.1909 (0.1963) loss_rec_all: 0.2167 (0.2221) loss_rec_sfr: 0.2737 (0.2899) loss_cl: -0.2779 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [07:07:42.775024] Epoch: [183] [1660/2904] eta: 0:15:42 lr: 0.002195 loss: 0.1884 (0.1963) loss_rec_all: 0.2141 (0.2222) loss_rec_sfr: 0.2732 (0.2901) loss_cl: -0.2781 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [07:07:57.695836] Epoch: [183] [1680/2904] eta: 0:15:27 lr: 0.002195 loss: 0.1849 (0.1963) loss_rec_all: 0.2107 (0.2222) loss_rec_sfr: 0.2625 (0.2900) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [07:08:12.613465] Epoch: [183] [1700/2904] eta: 0:15:12 lr: 0.002195 loss: 0.1836 (0.1964) loss_rec_all: 0.2095 (0.2222) loss_rec_sfr: 0.2695 (0.2902) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [07:08:27.531116] Epoch: [183] [1720/2904] eta: 0:14:56 lr: 0.002195 loss: 0.1872 (0.1964) loss_rec_all: 0.2135 (0.2223) loss_rec_sfr: 0.2792 (0.2904) loss_cl: -0.2795 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [07:08:42.448003] Epoch: [183] [1740/2904] eta: 0:14:41 lr: 0.002195 loss: 0.1854 (0.1964) loss_rec_all: 0.2112 (0.2223) loss_rec_sfr: 0.2590 (0.2903) loss_cl: -0.2783 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [07:08:57.365720] Epoch: [183] [1760/2904] eta: 0:14:26 lr: 0.002195 loss: 0.1840 (0.1964) loss_rec_all: 0.2099 (0.2223) loss_rec_sfr: 0.2682 (0.2904) loss_cl: -0.2797 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [07:09:12.286950] Epoch: [183] [1780/2904] eta: 0:14:10 lr: 0.002195 loss: 0.1902 (0.1965) loss_rec_all: 0.2162 (0.2224) loss_rec_sfr: 0.2771 (0.2906) loss_cl: -0.2792 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [07:09:27.205776] Epoch: [183] [1800/2904] eta: 0:13:55 lr: 0.002195 loss: 0.1853 (0.1965) loss_rec_all: 0.2117 (0.2223) loss_rec_sfr: 0.2649 (0.2903) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [07:09:42.117626] Epoch: [183] [1820/2904] eta: 0:13:40 lr: 0.002195 loss: 0.1830 (0.1964) loss_rec_all: 0.2088 (0.2222) loss_rec_sfr: 0.2612 (0.2901) loss_cl: -0.2781 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [07:09:57.029982] Epoch: [183] [1840/2904] eta: 0:13:25 lr: 0.002195 loss: 0.1896 (0.1964) loss_rec_all: 0.2157 (0.2223) loss_rec_sfr: 0.2645 (0.2900) loss_cl: -0.2777 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [07:10:11.943356] Epoch: [183] [1860/2904] eta: 0:13:09 lr: 0.002195 loss: 0.1842 (0.1963) loss_rec_all: 0.2102 (0.2222) loss_rec_sfr: 0.2619 (0.2897) loss_cl: -0.2784 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [07:10:26.858400] Epoch: [183] [1880/2904] eta: 0:12:54 lr: 0.002195 loss: 0.1870 (0.1963) loss_rec_all: 0.2133 (0.2222) loss_rec_sfr: 0.2379 (0.2897) loss_cl: -0.2793 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [07:10:41.770468] Epoch: [183] [1900/2904] eta: 0:12:39 lr: 0.002195 loss: 0.1861 (0.1963) loss_rec_all: 0.2118 (0.2222) loss_rec_sfr: 0.2466 (0.2896) loss_cl: -0.2796 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [07:10:56.684103] Epoch: [183] [1920/2904] eta: 0:12:24 lr: 0.002195 loss: 0.1854 (0.1963) loss_rec_all: 0.2116 (0.2221) loss_rec_sfr: 0.2642 (0.2894) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [07:11:11.599877] Epoch: [183] [1940/2904] eta: 0:12:08 lr: 0.002195 loss: 0.1859 (0.1963) loss_rec_all: 0.2119 (0.2221) loss_rec_sfr: 0.2657 (0.2893) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [07:11:26.516704] Epoch: [183] [1960/2904] eta: 0:11:53 lr: 0.002195 loss: 0.1834 (0.1962) loss_rec_all: 0.2094 (0.2220) loss_rec_sfr: 0.2694 (0.2890) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [07:11:41.440906] Epoch: [183] [1980/2904] eta: 0:11:38 lr: 0.002194 loss: 0.1866 (0.1962) loss_rec_all: 0.2124 (0.2220) loss_rec_sfr: 0.2454 (0.2889) loss_cl: -0.2786 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [07:11:56.354808] Epoch: [183] [2000/2904] eta: 0:11:23 lr: 0.002194 loss: 0.1845 (0.1961) loss_rec_all: 0.2102 (0.2219) loss_rec_sfr: 0.2617 (0.2886) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [07:12:11.270192] Epoch: [183] [2020/2904] eta: 0:11:08 lr: 0.002194 loss: 0.1961 (0.1962) loss_rec_all: 0.2225 (0.2221) loss_rec_sfr: 0.2752 (0.2890) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [07:12:26.186852] Epoch: [183] [2040/2904] eta: 0:10:52 lr: 0.002194 loss: 0.1938 (0.1963) loss_rec_all: 0.2196 (0.2222) loss_rec_sfr: 0.2775 (0.2893) loss_cl: -0.2793 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [07:12:41.112438] Epoch: [183] [2060/2904] eta: 0:10:37 lr: 0.002194 loss: 0.1888 (0.1964) loss_rec_all: 0.2142 (0.2222) loss_rec_sfr: 0.2678 (0.2895) loss_cl: -0.2788 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [07:12:56.033247] Epoch: [183] [2080/2904] eta: 0:10:22 lr: 0.002194 loss: 0.1842 (0.1963) loss_rec_all: 0.2098 (0.2222) loss_rec_sfr: 0.2764 (0.2894) loss_cl: -0.2777 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [07:13:10.955865] Epoch: [183] [2100/2904] eta: 0:10:07 lr: 0.002194 loss: 0.1842 (0.1963) loss_rec_all: 0.2105 (0.2221) loss_rec_sfr: 0.2371 (0.2891) loss_cl: -0.2783 (-0.2788) time: 0.7461 data: 0.0004 max mem: 29860 [07:13:25.880722] Epoch: [183] [2120/2904] eta: 0:09:52 lr: 0.002194 loss: 0.1897 (0.1963) loss_rec_all: 0.2160 (0.2221) loss_rec_sfr: 0.2837 (0.2891) loss_cl: -0.2776 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [07:13:40.809731] Epoch: [183] [2140/2904] eta: 0:09:36 lr: 0.002194 loss: 0.1853 (0.1962) loss_rec_all: 0.2116 (0.2221) loss_rec_sfr: 0.2663 (0.2889) loss_cl: -0.2794 (-0.2788) time: 0.7464 data: 0.0003 max mem: 29860 [07:13:55.738188] Epoch: [183] [2160/2904] eta: 0:09:21 lr: 0.002194 loss: 0.1836 (0.1961) loss_rec_all: 0.2094 (0.2220) loss_rec_sfr: 0.2639 (0.2887) loss_cl: -0.2791 (-0.2788) time: 0.7464 data: 0.0003 max mem: 29860 [07:14:10.659203] Epoch: [183] [2180/2904] eta: 0:09:06 lr: 0.002194 loss: 0.1876 (0.1961) loss_rec_all: 0.2134 (0.2220) loss_rec_sfr: 0.2645 (0.2886) loss_cl: -0.2783 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [07:14:25.584667] Epoch: [183] [2200/2904] eta: 0:08:51 lr: 0.002194 loss: 0.1833 (0.1961) loss_rec_all: 0.2090 (0.2219) loss_rec_sfr: 0.2792 (0.2886) loss_cl: -0.2771 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [07:14:40.515021] Epoch: [183] [2220/2904] eta: 0:08:36 lr: 0.002194 loss: 0.1866 (0.1961) loss_rec_all: 0.2130 (0.2219) loss_rec_sfr: 0.2618 (0.2884) loss_cl: -0.2790 (-0.2787) time: 0.7465 data: 0.0003 max mem: 29860 [07:14:55.442067] Epoch: [183] [2240/2904] eta: 0:08:21 lr: 0.002194 loss: 0.1864 (0.1960) loss_rec_all: 0.2125 (0.2219) loss_rec_sfr: 0.2772 (0.2883) loss_cl: -0.2803 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [07:15:10.365858] Epoch: [183] [2260/2904] eta: 0:08:06 lr: 0.002194 loss: 0.1875 (0.1961) loss_rec_all: 0.2136 (0.2219) loss_rec_sfr: 0.2831 (0.2885) loss_cl: -0.2806 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [07:15:25.296531] Epoch: [183] [2280/2904] eta: 0:07:50 lr: 0.002194 loss: 0.1878 (0.1961) loss_rec_all: 0.2139 (0.2220) loss_rec_sfr: 0.2697 (0.2886) loss_cl: -0.2789 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [07:15:40.222293] Epoch: [183] [2300/2904] eta: 0:07:35 lr: 0.002194 loss: 0.1869 (0.1962) loss_rec_all: 0.2125 (0.2221) loss_rec_sfr: 0.2884 (0.2891) loss_cl: -0.2777 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [07:15:55.144329] Epoch: [183] [2320/2904] eta: 0:07:20 lr: 0.002194 loss: 0.1875 (0.1962) loss_rec_all: 0.2133 (0.2221) loss_rec_sfr: 0.2756 (0.2891) loss_cl: -0.2785 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [07:16:10.067205] Epoch: [183] [2340/2904] eta: 0:07:05 lr: 0.002194 loss: 0.1870 (0.1962) loss_rec_all: 0.2132 (0.2221) loss_rec_sfr: 0.2724 (0.2890) loss_cl: -0.2786 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [07:16:24.990913] Epoch: [183] [2360/2904] eta: 0:06:50 lr: 0.002194 loss: 0.1850 (0.1962) loss_rec_all: 0.2114 (0.2220) loss_rec_sfr: 0.2570 (0.2888) loss_cl: -0.2790 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [07:16:39.911036] Epoch: [183] [2380/2904] eta: 0:06:35 lr: 0.002194 loss: 0.1831 (0.1961) loss_rec_all: 0.2096 (0.2219) loss_rec_sfr: 0.2441 (0.2885) loss_cl: -0.2794 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [07:16:54.833353] Epoch: [183] [2400/2904] eta: 0:06:20 lr: 0.002194 loss: 0.1849 (0.1960) loss_rec_all: 0.2108 (0.2219) loss_rec_sfr: 0.2703 (0.2883) loss_cl: -0.2789 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [07:17:09.757675] Epoch: [183] [2420/2904] eta: 0:06:05 lr: 0.002194 loss: 0.1869 (0.1960) loss_rec_all: 0.2128 (0.2218) loss_rec_sfr: 0.2657 (0.2882) loss_cl: -0.2789 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [07:17:24.677372] Epoch: [183] [2440/2904] eta: 0:05:49 lr: 0.002194 loss: 0.1834 (0.1959) loss_rec_all: 0.2098 (0.2218) loss_rec_sfr: 0.2692 (0.2881) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [07:17:39.595283] Epoch: [183] [2460/2904] eta: 0:05:34 lr: 0.002194 loss: 0.1879 (0.1959) loss_rec_all: 0.2139 (0.2218) loss_rec_sfr: 0.2699 (0.2880) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [07:17:54.510691] Epoch: [183] [2480/2904] eta: 0:05:19 lr: 0.002194 loss: 0.1839 (0.1959) loss_rec_all: 0.2101 (0.2218) loss_rec_sfr: 0.2625 (0.2879) loss_cl: -0.2798 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [07:18:09.441781] Epoch: [183] [2500/2904] eta: 0:05:04 lr: 0.002194 loss: 0.1884 (0.1960) loss_rec_all: 0.2144 (0.2218) loss_rec_sfr: 0.2802 (0.2881) loss_cl: -0.2795 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [07:18:24.367924] Epoch: [183] [2520/2904] eta: 0:04:49 lr: 0.002194 loss: 0.1925 (0.1960) loss_rec_all: 0.2187 (0.2219) loss_rec_sfr: 0.2764 (0.2883) loss_cl: -0.2789 (-0.2788) time: 0.7463 data: 0.0003 max mem: 29860 [07:18:39.287130] Epoch: [183] [2540/2904] eta: 0:04:34 lr: 0.002194 loss: 0.1825 (0.1960) loss_rec_all: 0.2083 (0.2218) loss_rec_sfr: 0.2346 (0.2881) loss_cl: -0.2781 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [07:18:54.203269] Epoch: [183] [2560/2904] eta: 0:04:19 lr: 0.002194 loss: 0.1850 (0.1959) loss_rec_all: 0.2107 (0.2218) loss_rec_sfr: 0.2732 (0.2880) loss_cl: -0.2783 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [07:19:09.126168] Epoch: [183] [2580/2904] eta: 0:04:04 lr: 0.002194 loss: 0.1929 (0.1960) loss_rec_all: 0.2188 (0.2219) loss_rec_sfr: 0.2816 (0.2883) loss_cl: -0.2789 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [07:19:24.051458] Epoch: [183] [2600/2904] eta: 0:03:49 lr: 0.002194 loss: 0.1848 (0.1961) loss_rec_all: 0.2108 (0.2219) loss_rec_sfr: 0.2700 (0.2884) loss_cl: -0.2788 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [07:19:38.977870] Epoch: [183] [2620/2904] eta: 0:03:34 lr: 0.002194 loss: 0.1879 (0.1961) loss_rec_all: 0.2137 (0.2219) loss_rec_sfr: 0.2832 (0.2885) loss_cl: -0.2789 (-0.2788) time: 0.7463 data: 0.0003 max mem: 29860 [07:19:53.903025] Epoch: [183] [2640/2904] eta: 0:03:18 lr: 0.002194 loss: 0.1869 (0.1961) loss_rec_all: 0.2127 (0.2219) loss_rec_sfr: 0.2733 (0.2885) loss_cl: -0.2787 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [07:20:08.828560] Epoch: [183] [2660/2904] eta: 0:03:03 lr: 0.002194 loss: 0.1855 (0.1961) loss_rec_all: 0.2119 (0.2219) loss_rec_sfr: 0.2538 (0.2883) loss_cl: -0.2789 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [07:20:23.756439] Epoch: [183] [2680/2904] eta: 0:02:48 lr: 0.002194 loss: 0.1989 (0.1962) loss_rec_all: 0.2249 (0.2221) loss_rec_sfr: 0.2702 (0.2886) loss_cl: -0.2783 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [07:20:38.675921] Epoch: [183] [2700/2904] eta: 0:02:33 lr: 0.002194 loss: 0.1895 (0.1962) loss_rec_all: 0.2153 (0.2221) loss_rec_sfr: 0.2680 (0.2886) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [07:20:53.591415] Epoch: [183] [2720/2904] eta: 0:02:18 lr: 0.002194 loss: 0.1847 (0.1962) loss_rec_all: 0.2106 (0.2220) loss_rec_sfr: 0.2707 (0.2885) loss_cl: -0.2799 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [07:21:08.519034] Epoch: [183] [2740/2904] eta: 0:02:03 lr: 0.002194 loss: 0.1849 (0.1962) loss_rec_all: 0.2105 (0.2220) loss_rec_sfr: 0.2651 (0.2886) loss_cl: -0.2786 (-0.2788) time: 0.7463 data: 0.0003 max mem: 29860 [07:21:23.446113] Epoch: [183] [2760/2904] eta: 0:01:48 lr: 0.002194 loss: 0.1875 (0.1962) loss_rec_all: 0.2133 (0.2220) loss_rec_sfr: 0.2604 (0.2885) loss_cl: -0.2786 (-0.2788) time: 0.7463 data: 0.0003 max mem: 29860 [07:21:38.370436] Epoch: [183] [2780/2904] eta: 0:01:33 lr: 0.002194 loss: 0.1880 (0.1962) loss_rec_all: 0.2138 (0.2220) loss_rec_sfr: 0.2674 (0.2884) loss_cl: -0.2793 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [07:21:53.299735] Epoch: [183] [2800/2904] eta: 0:01:18 lr: 0.002194 loss: 0.1879 (0.1962) loss_rec_all: 0.2138 (0.2221) loss_rec_sfr: 0.2872 (0.2886) loss_cl: -0.2785 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [07:22:08.220557] Epoch: [183] [2820/2904] eta: 0:01:03 lr: 0.002194 loss: 0.1853 (0.1962) loss_rec_all: 0.2114 (0.2221) loss_rec_sfr: 0.2718 (0.2887) loss_cl: -0.2781 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [07:22:23.176193] Epoch: [183] [2840/2904] eta: 0:00:48 lr: 0.002194 loss: 0.1870 (0.1963) loss_rec_all: 0.2131 (0.2221) loss_rec_sfr: 0.2693 (0.2888) loss_cl: -0.2785 (-0.2788) time: 0.7477 data: 0.0024 max mem: 29860 [07:22:38.090613] Epoch: [183] [2860/2904] eta: 0:00:33 lr: 0.002194 loss: 0.1846 (0.1962) loss_rec_all: 0.2103 (0.2221) loss_rec_sfr: 0.2712 (0.2888) loss_cl: -0.2780 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [07:22:53.001565] Epoch: [183] [2880/2904] eta: 0:00:18 lr: 0.002194 loss: 0.1846 (0.1962) loss_rec_all: 0.2104 (0.2221) loss_rec_sfr: 0.2766 (0.2888) loss_cl: -0.2780 (-0.2788) time: 0.7455 data: 0.0001 max mem: 29860 [07:23:07.905702] Epoch: [183] [2900/2904] eta: 0:00:03 lr: 0.002194 loss: 0.1916 (0.1962) loss_rec_all: 0.2180 (0.2221) loss_rec_sfr: 0.2719 (0.2888) loss_cl: -0.2793 (-0.2788) time: 0.7452 data: 0.0001 max mem: 29860 [07:23:10.149686] Epoch: [183] [2903/2904] eta: 0:00:00 lr: 0.002194 loss: 0.1888 (0.1962) loss_rec_all: 0.2151 (0.2221) loss_rec_sfr: 0.2719 (0.2888) loss_cl: -0.2793 (-0.2788) time: 0.7451 data: 0.0001 max mem: 29860 [07:23:12.311691] Epoch: [183] Total time: 0:36:28 (0.7536 s / it) [07:23:12.329005] Averaged stats: lr: 0.002194 loss: 0.1888 (0.1984) loss_rec_all: 0.2151 (0.2219) loss_rec_sfr: 0.2719 (0.2885) loss_cl: -0.2793 (-0.2555) [07:23:12.336728] log_dir: ./checkpoint/VF2_ViT-B [07:23:30.006301] Epoch: [184] [ 0/2904] eta: 14:15:09 lr: 0.002194 loss: 0.1794 (0.1794) loss_rec_all: 0.2057 (0.2057) loss_rec_sfr: 0.2026 (0.2026) loss_cl: -0.2775 (-0.2775) time: 17.6686 data: 11.0695 max mem: 29860 [07:23:47.119028] Epoch: [184] [ 20/2904] eta: 1:19:36 lr: 0.002194 loss: 0.1868 (0.1980) loss_rec_all: 0.2127 (0.2238) loss_rec_sfr: 0.2637 (0.2901) loss_cl: -0.2790 (-0.2788) time: 0.8556 data: 0.0511 max mem: 29860 [07:24:01.996157] Epoch: [184] [ 40/2904] eta: 0:57:48 lr: 0.002194 loss: 0.1822 (0.1951) loss_rec_all: 0.2082 (0.2210) loss_rec_sfr: 0.2594 (0.2837) loss_cl: -0.2796 (-0.2791) time: 0.7438 data: 0.0005 max mem: 29860 [07:24:16.884580] Epoch: [184] [ 60/2904] eta: 0:50:09 lr: 0.002194 loss: 0.1850 (0.1935) loss_rec_all: 0.2108 (0.2194) loss_rec_sfr: 0.2690 (0.2793) loss_cl: -0.2786 (-0.2789) time: 0.7443 data: 0.0003 max mem: 29860 [07:24:31.788137] Epoch: [184] [ 80/2904] eta: 0:46:09 lr: 0.002194 loss: 0.1808 (0.1912) loss_rec_all: 0.2069 (0.2172) loss_rec_sfr: 0.2198 (0.2694) loss_cl: -0.2788 (-0.2788) time: 0.7451 data: 0.0003 max mem: 29860 [07:24:46.782695] Epoch: [184] [ 100/2904] eta: 0:43:41 lr: 0.002194 loss: 0.1821 (0.1904) loss_rec_all: 0.2088 (0.2164) loss_rec_sfr: 0.2593 (0.2678) loss_cl: -0.2799 (-0.2790) time: 0.7497 data: 0.0004 max mem: 29860 [07:25:01.747564] Epoch: [184] [ 120/2904] eta: 0:41:57 lr: 0.002193 loss: 0.1841 (0.1910) loss_rec_all: 0.2101 (0.2169) loss_rec_sfr: 0.2798 (0.2725) loss_cl: -0.2795 (-0.2790) time: 0.7482 data: 0.0003 max mem: 29860 [07:25:16.722188] Epoch: [184] [ 140/2904] eta: 0:40:38 lr: 0.002193 loss: 0.1857 (0.1913) loss_rec_all: 0.2117 (0.2173) loss_rec_sfr: 0.2668 (0.2738) loss_cl: -0.2792 (-0.2790) time: 0.7487 data: 0.0003 max mem: 29860 [07:25:31.719927] Epoch: [184] [ 160/2904] eta: 0:39:35 lr: 0.002193 loss: 0.1832 (0.1912) loss_rec_all: 0.2097 (0.2172) loss_rec_sfr: 0.2374 (0.2720) loss_cl: -0.2791 (-0.2789) time: 0.7498 data: 0.0003 max mem: 29860 [07:25:46.678298] Epoch: [184] [ 180/2904] eta: 0:38:42 lr: 0.002193 loss: 0.1840 (0.1918) loss_rec_all: 0.2105 (0.2178) loss_rec_sfr: 0.2528 (0.2738) loss_cl: -0.2783 (-0.2788) time: 0.7479 data: 0.0003 max mem: 29860 [07:26:01.742507] Epoch: [184] [ 200/2904] eta: 0:37:58 lr: 0.002193 loss: 0.1827 (0.1925) loss_rec_all: 0.2087 (0.2185) loss_rec_sfr: 0.2741 (0.2770) loss_cl: -0.2792 (-0.2788) time: 0.7532 data: 0.0003 max mem: 29860 [07:26:16.743918] Epoch: [184] [ 220/2904] eta: 0:37:19 lr: 0.002193 loss: 0.1867 (0.1931) loss_rec_all: 0.2130 (0.2191) loss_rec_sfr: 0.2686 (0.2782) loss_cl: -0.2794 (-0.2789) time: 0.7500 data: 0.0004 max mem: 29860 [07:26:31.728422] Epoch: [184] [ 240/2904] eta: 0:36:43 lr: 0.002193 loss: 0.1892 (0.1941) loss_rec_all: 0.2155 (0.2200) loss_rec_sfr: 0.2844 (0.2825) loss_cl: -0.2784 (-0.2788) time: 0.7492 data: 0.0004 max mem: 29860 [07:26:46.969860] Epoch: [184] [ 260/2904] eta: 0:36:14 lr: 0.002193 loss: 0.1811 (0.1935) loss_rec_all: 0.2074 (0.2194) loss_rec_sfr: 0.2724 (0.2818) loss_cl: -0.2792 (-0.2788) time: 0.7620 data: 0.0003 max mem: 29860 [07:27:01.968004] Epoch: [184] [ 280/2904] eta: 0:35:44 lr: 0.002193 loss: 0.1889 (0.1938) loss_rec_all: 0.2149 (0.2197) loss_rec_sfr: 0.2734 (0.2827) loss_cl: -0.2787 (-0.2788) time: 0.7499 data: 0.0002 max mem: 29860 [07:27:16.965802] Epoch: [184] [ 300/2904] eta: 0:35:16 lr: 0.002193 loss: 0.1847 (0.1938) loss_rec_all: 0.2110 (0.2197) loss_rec_sfr: 0.2650 (0.2830) loss_cl: -0.2785 (-0.2788) time: 0.7498 data: 0.0002 max mem: 29860 [07:27:31.971710] Epoch: [184] [ 320/2904] eta: 0:34:49 lr: 0.002193 loss: 0.1918 (0.1951) loss_rec_all: 0.2176 (0.2210) loss_rec_sfr: 0.2893 (0.2871) loss_cl: -0.2789 (-0.2788) time: 0.7502 data: 0.0002 max mem: 29860 [07:27:47.027669] Epoch: [184] [ 340/2904] eta: 0:34:25 lr: 0.002193 loss: 0.1868 (0.1948) loss_rec_all: 0.2125 (0.2207) loss_rec_sfr: 0.2687 (0.2862) loss_cl: -0.2793 (-0.2788) time: 0.7528 data: 0.0002 max mem: 29860 [07:28:02.025254] Epoch: [184] [ 360/2904] eta: 0:34:01 lr: 0.002193 loss: 0.1902 (0.1953) loss_rec_all: 0.2161 (0.2212) loss_rec_sfr: 0.2865 (0.2879) loss_cl: -0.2795 (-0.2788) time: 0.7498 data: 0.0002 max mem: 29860 [07:28:17.186780] Epoch: [184] [ 380/2904] eta: 0:33:39 lr: 0.002193 loss: 0.1836 (0.1953) loss_rec_all: 0.2098 (0.2212) loss_rec_sfr: 0.2565 (0.2874) loss_cl: -0.2789 (-0.2788) time: 0.7580 data: 0.0003 max mem: 29860 [07:28:32.153931] Epoch: [184] [ 400/2904] eta: 0:33:16 lr: 0.002193 loss: 0.1902 (0.1958) loss_rec_all: 0.2162 (0.2216) loss_rec_sfr: 0.2764 (0.2889) loss_cl: -0.2785 (-0.2788) time: 0.7483 data: 0.0004 max mem: 29860 [07:28:47.097198] Epoch: [184] [ 420/2904] eta: 0:32:55 lr: 0.002193 loss: 0.1901 (0.1961) loss_rec_all: 0.2158 (0.2220) loss_rec_sfr: 0.2810 (0.2902) loss_cl: -0.2775 (-0.2788) time: 0.7471 data: 0.0003 max mem: 29860 [07:29:02.010931] Epoch: [184] [ 440/2904] eta: 0:32:33 lr: 0.002193 loss: 0.1829 (0.1958) loss_rec_all: 0.2092 (0.2216) loss_rec_sfr: 0.2624 (0.2894) loss_cl: -0.2784 (-0.2787) time: 0.7456 data: 0.0004 max mem: 29860 [07:29:16.939758] Epoch: [184] [ 460/2904] eta: 0:32:12 lr: 0.002193 loss: 0.1861 (0.1956) loss_rec_all: 0.2126 (0.2214) loss_rec_sfr: 0.2431 (0.2883) loss_cl: -0.2795 (-0.2788) time: 0.7464 data: 0.0003 max mem: 29860 [07:29:31.865011] Epoch: [184] [ 480/2904] eta: 0:31:52 lr: 0.002193 loss: 0.1853 (0.1957) loss_rec_all: 0.2112 (0.2215) loss_rec_sfr: 0.2605 (0.2888) loss_cl: -0.2786 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [07:29:46.800865] Epoch: [184] [ 500/2904] eta: 0:31:32 lr: 0.002193 loss: 0.1881 (0.1958) loss_rec_all: 0.2140 (0.2217) loss_rec_sfr: 0.2806 (0.2893) loss_cl: -0.2790 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [07:30:01.713581] Epoch: [184] [ 520/2904] eta: 0:31:13 lr: 0.002193 loss: 0.1894 (0.1960) loss_rec_all: 0.2159 (0.2218) loss_rec_sfr: 0.2767 (0.2898) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [07:30:16.628892] Epoch: [184] [ 540/2904] eta: 0:30:53 lr: 0.002193 loss: 0.1905 (0.1962) loss_rec_all: 0.2164 (0.2220) loss_rec_sfr: 0.2886 (0.2909) loss_cl: -0.2793 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [07:30:31.547898] Epoch: [184] [ 560/2904] eta: 0:30:35 lr: 0.002193 loss: 0.1874 (0.1959) loss_rec_all: 0.2134 (0.2217) loss_rec_sfr: 0.2679 (0.2897) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [07:30:46.457935] Epoch: [184] [ 580/2904] eta: 0:30:16 lr: 0.002193 loss: 0.1854 (0.1960) loss_rec_all: 0.2117 (0.2219) loss_rec_sfr: 0.2824 (0.2905) loss_cl: -0.2791 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [07:31:01.375790] Epoch: [184] [ 600/2904] eta: 0:29:57 lr: 0.002193 loss: 0.1861 (0.1960) loss_rec_all: 0.2118 (0.2219) loss_rec_sfr: 0.2805 (0.2908) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [07:31:16.288885] Epoch: [184] [ 620/2904] eta: 0:29:39 lr: 0.002193 loss: 0.1857 (0.1958) loss_rec_all: 0.2113 (0.2217) loss_rec_sfr: 0.2679 (0.2900) loss_cl: -0.2781 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [07:31:31.208186] Epoch: [184] [ 640/2904] eta: 0:29:21 lr: 0.002193 loss: 0.1888 (0.1958) loss_rec_all: 0.2147 (0.2217) loss_rec_sfr: 0.2655 (0.2897) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [07:31:46.107113] Epoch: [184] [ 660/2904] eta: 0:29:04 lr: 0.002193 loss: 0.1852 (0.1959) loss_rec_all: 0.2114 (0.2217) loss_rec_sfr: 0.2759 (0.2899) loss_cl: -0.2793 (-0.2788) time: 0.7449 data: 0.0002 max mem: 29860 [07:32:01.011509] Epoch: [184] [ 680/2904] eta: 0:28:46 lr: 0.002193 loss: 0.1875 (0.1959) loss_rec_all: 0.2132 (0.2217) loss_rec_sfr: 0.2721 (0.2898) loss_cl: -0.2784 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [07:32:15.914520] Epoch: [184] [ 700/2904] eta: 0:28:28 lr: 0.002193 loss: 0.1872 (0.1958) loss_rec_all: 0.2134 (0.2217) loss_rec_sfr: 0.2663 (0.2896) loss_cl: -0.2783 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [07:32:30.827288] Epoch: [184] [ 720/2904] eta: 0:28:11 lr: 0.002193 loss: 0.1854 (0.1958) loss_rec_all: 0.2117 (0.2216) loss_rec_sfr: 0.2730 (0.2896) loss_cl: -0.2794 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [07:32:45.739207] Epoch: [184] [ 740/2904] eta: 0:27:54 lr: 0.002193 loss: 0.1847 (0.1958) loss_rec_all: 0.2106 (0.2217) loss_rec_sfr: 0.2660 (0.2896) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [07:33:00.646633] Epoch: [184] [ 760/2904] eta: 0:27:37 lr: 0.002193 loss: 0.1860 (0.1957) loss_rec_all: 0.2120 (0.2215) loss_rec_sfr: 0.2758 (0.2891) loss_cl: -0.2781 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [07:33:15.559756] Epoch: [184] [ 780/2904] eta: 0:27:20 lr: 0.002193 loss: 0.1875 (0.1958) loss_rec_all: 0.2138 (0.2216) loss_rec_sfr: 0.2649 (0.2895) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [07:33:30.472043] Epoch: [184] [ 800/2904] eta: 0:27:03 lr: 0.002193 loss: 0.1880 (0.1956) loss_rec_all: 0.2144 (0.2215) loss_rec_sfr: 0.2745 (0.2889) loss_cl: -0.2795 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [07:33:45.376059] Epoch: [184] [ 820/2904] eta: 0:26:46 lr: 0.002193 loss: 0.1879 (0.1957) loss_rec_all: 0.2138 (0.2216) loss_rec_sfr: 0.2775 (0.2892) loss_cl: -0.2788 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [07:34:00.284525] Epoch: [184] [ 840/2904] eta: 0:26:30 lr: 0.002193 loss: 0.1864 (0.1958) loss_rec_all: 0.2127 (0.2216) loss_rec_sfr: 0.2650 (0.2893) loss_cl: -0.2787 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [07:34:15.189719] Epoch: [184] [ 860/2904] eta: 0:26:13 lr: 0.002193 loss: 0.1900 (0.1959) loss_rec_all: 0.2161 (0.2217) loss_rec_sfr: 0.2671 (0.2894) loss_cl: -0.2785 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [07:34:30.095470] Epoch: [184] [ 880/2904] eta: 0:25:56 lr: 0.002193 loss: 0.1875 (0.1960) loss_rec_all: 0.2136 (0.2219) loss_rec_sfr: 0.2849 (0.2898) loss_cl: -0.2791 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [07:34:45.011646] Epoch: [184] [ 900/2904] eta: 0:25:40 lr: 0.002193 loss: 0.1841 (0.1960) loss_rec_all: 0.2105 (0.2218) loss_rec_sfr: 0.2718 (0.2896) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [07:34:59.922215] Epoch: [184] [ 920/2904] eta: 0:25:24 lr: 0.002193 loss: 0.1827 (0.1959) loss_rec_all: 0.2090 (0.2217) loss_rec_sfr: 0.2279 (0.2889) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [07:35:14.829138] Epoch: [184] [ 940/2904] eta: 0:25:07 lr: 0.002193 loss: 0.1839 (0.1958) loss_rec_all: 0.2100 (0.2217) loss_rec_sfr: 0.2685 (0.2888) loss_cl: -0.2788 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [07:35:29.741333] Epoch: [184] [ 960/2904] eta: 0:24:51 lr: 0.002193 loss: 0.1877 (0.1958) loss_rec_all: 0.2135 (0.2216) loss_rec_sfr: 0.2749 (0.2888) loss_cl: -0.2794 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [07:35:44.649333] Epoch: [184] [ 980/2904] eta: 0:24:35 lr: 0.002193 loss: 0.1840 (0.1957) loss_rec_all: 0.2099 (0.2215) loss_rec_sfr: 0.2759 (0.2887) loss_cl: -0.2798 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [07:35:59.562438] Epoch: [184] [1000/2904] eta: 0:24:19 lr: 0.002193 loss: 0.1876 (0.1957) loss_rec_all: 0.2141 (0.2216) loss_rec_sfr: 0.2335 (0.2883) loss_cl: -0.2794 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [07:36:14.470625] Epoch: [184] [1020/2904] eta: 0:24:03 lr: 0.002193 loss: 0.1848 (0.1957) loss_rec_all: 0.2112 (0.2216) loss_rec_sfr: 0.2772 (0.2882) loss_cl: -0.2799 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [07:36:29.377780] Epoch: [184] [1040/2904] eta: 0:23:47 lr: 0.002193 loss: 0.1863 (0.1957) loss_rec_all: 0.2124 (0.2215) loss_rec_sfr: 0.2630 (0.2879) loss_cl: -0.2789 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [07:36:44.290867] Epoch: [184] [1060/2904] eta: 0:23:31 lr: 0.002193 loss: 0.1837 (0.1956) loss_rec_all: 0.2095 (0.2214) loss_rec_sfr: 0.2788 (0.2877) loss_cl: -0.2784 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [07:36:59.198883] Epoch: [184] [1080/2904] eta: 0:23:15 lr: 0.002193 loss: 0.1852 (0.1957) loss_rec_all: 0.2116 (0.2216) loss_rec_sfr: 0.2693 (0.2881) loss_cl: -0.2787 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [07:37:14.107254] Epoch: [184] [1100/2904] eta: 0:22:59 lr: 0.002193 loss: 0.1859 (0.1958) loss_rec_all: 0.2123 (0.2217) loss_rec_sfr: 0.2742 (0.2885) loss_cl: -0.2783 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [07:37:29.015735] Epoch: [184] [1120/2904] eta: 0:22:43 lr: 0.002193 loss: 0.1855 (0.1959) loss_rec_all: 0.2115 (0.2217) loss_rec_sfr: 0.2667 (0.2887) loss_cl: -0.2782 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [07:37:43.919567] Epoch: [184] [1140/2904] eta: 0:22:27 lr: 0.002193 loss: 0.1896 (0.1959) loss_rec_all: 0.2155 (0.2217) loss_rec_sfr: 0.2674 (0.2885) loss_cl: -0.2788 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [07:37:58.825149] Epoch: [184] [1160/2904] eta: 0:22:11 lr: 0.002192 loss: 0.1919 (0.1960) loss_rec_all: 0.2182 (0.2218) loss_rec_sfr: 0.2709 (0.2888) loss_cl: -0.2794 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [07:38:13.729998] Epoch: [184] [1180/2904] eta: 0:21:55 lr: 0.002192 loss: 0.1837 (0.1959) loss_rec_all: 0.2095 (0.2217) loss_rec_sfr: 0.2773 (0.2887) loss_cl: -0.2794 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [07:38:28.635158] Epoch: [184] [1200/2904] eta: 0:21:39 lr: 0.002192 loss: 0.1886 (0.1958) loss_rec_all: 0.2143 (0.2217) loss_rec_sfr: 0.2693 (0.2886) loss_cl: -0.2785 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [07:38:43.541194] Epoch: [184] [1220/2904] eta: 0:21:24 lr: 0.002192 loss: 0.1880 (0.1958) loss_rec_all: 0.2139 (0.2216) loss_rec_sfr: 0.2716 (0.2885) loss_cl: -0.2789 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [07:38:58.445156] Epoch: [184] [1240/2904] eta: 0:21:08 lr: 0.002192 loss: 0.1867 (0.1959) loss_rec_all: 0.2129 (0.2218) loss_rec_sfr: 0.2828 (0.2889) loss_cl: -0.2788 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [07:39:13.347677] Epoch: [184] [1260/2904] eta: 0:20:52 lr: 0.002192 loss: 0.1831 (0.1958) loss_rec_all: 0.2091 (0.2216) loss_rec_sfr: 0.2542 (0.2886) loss_cl: -0.2790 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [07:39:28.253794] Epoch: [184] [1280/2904] eta: 0:20:37 lr: 0.002192 loss: 0.1885 (0.1959) loss_rec_all: 0.2143 (0.2218) loss_rec_sfr: 0.2797 (0.2890) loss_cl: -0.2787 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [07:39:43.162429] Epoch: [184] [1300/2904] eta: 0:20:21 lr: 0.002192 loss: 0.1847 (0.1959) loss_rec_all: 0.2106 (0.2217) loss_rec_sfr: 0.2726 (0.2890) loss_cl: -0.2788 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [07:39:58.069270] Epoch: [184] [1320/2904] eta: 0:20:05 lr: 0.002192 loss: 0.1967 (0.1960) loss_rec_all: 0.2228 (0.2219) loss_rec_sfr: 0.2753 (0.2893) loss_cl: -0.2789 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [07:40:12.983064] Epoch: [184] [1340/2904] eta: 0:19:50 lr: 0.002192 loss: 0.1883 (0.1960) loss_rec_all: 0.2140 (0.2218) loss_rec_sfr: 0.2753 (0.2890) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [07:40:27.900582] Epoch: [184] [1360/2904] eta: 0:19:34 lr: 0.002192 loss: 0.1864 (0.1959) loss_rec_all: 0.2122 (0.2218) loss_rec_sfr: 0.2793 (0.2890) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [07:40:42.808319] Epoch: [184] [1380/2904] eta: 0:19:19 lr: 0.002192 loss: 0.1888 (0.1959) loss_rec_all: 0.2146 (0.2218) loss_rec_sfr: 0.2653 (0.2887) loss_cl: -0.2791 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [07:40:57.720876] Epoch: [184] [1400/2904] eta: 0:19:03 lr: 0.002192 loss: 0.1875 (0.1959) loss_rec_all: 0.2138 (0.2218) loss_rec_sfr: 0.2743 (0.2887) loss_cl: -0.2798 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [07:41:12.636323] Epoch: [184] [1420/2904] eta: 0:18:48 lr: 0.002192 loss: 0.1823 (0.1958) loss_rec_all: 0.2084 (0.2217) loss_rec_sfr: 0.2625 (0.2884) loss_cl: -0.2796 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [07:41:27.546267] Epoch: [184] [1440/2904] eta: 0:18:32 lr: 0.002192 loss: 0.1883 (0.1958) loss_rec_all: 0.2144 (0.2216) loss_rec_sfr: 0.2731 (0.2883) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [07:41:42.457190] Epoch: [184] [1460/2904] eta: 0:18:17 lr: 0.002192 loss: 0.1864 (0.1958) loss_rec_all: 0.2125 (0.2217) loss_rec_sfr: 0.2790 (0.2884) loss_cl: -0.2782 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [07:41:57.363037] Epoch: [184] [1480/2904] eta: 0:18:01 lr: 0.002192 loss: 0.1857 (0.1958) loss_rec_all: 0.2118 (0.2216) loss_rec_sfr: 0.2519 (0.2881) loss_cl: -0.2787 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [07:42:12.270485] Epoch: [184] [1500/2904] eta: 0:17:46 lr: 0.002192 loss: 0.1870 (0.1959) loss_rec_all: 0.2130 (0.2217) loss_rec_sfr: 0.2762 (0.2885) loss_cl: -0.2792 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [07:42:27.180616] Epoch: [184] [1520/2904] eta: 0:17:30 lr: 0.002192 loss: 0.1894 (0.1960) loss_rec_all: 0.2156 (0.2219) loss_rec_sfr: 0.2782 (0.2889) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [07:42:42.090175] Epoch: [184] [1540/2904] eta: 0:17:15 lr: 0.002192 loss: 0.1877 (0.1960) loss_rec_all: 0.2138 (0.2219) loss_rec_sfr: 0.2784 (0.2890) loss_cl: -0.2792 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [07:42:56.998522] Epoch: [184] [1560/2904] eta: 0:16:59 lr: 0.002192 loss: 0.1813 (0.1959) loss_rec_all: 0.2073 (0.2217) loss_rec_sfr: 0.2338 (0.2884) loss_cl: -0.2782 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [07:43:11.906388] Epoch: [184] [1580/2904] eta: 0:16:44 lr: 0.002192 loss: 0.1854 (0.1959) loss_rec_all: 0.2117 (0.2218) loss_rec_sfr: 0.2649 (0.2885) loss_cl: -0.2787 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [07:43:26.822031] Epoch: [184] [1600/2904] eta: 0:16:29 lr: 0.002192 loss: 0.1904 (0.1960) loss_rec_all: 0.2166 (0.2218) loss_rec_sfr: 0.2681 (0.2888) loss_cl: -0.2796 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [07:43:41.737763] Epoch: [184] [1620/2904] eta: 0:16:13 lr: 0.002192 loss: 0.1898 (0.1961) loss_rec_all: 0.2156 (0.2219) loss_rec_sfr: 0.2679 (0.2890) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [07:43:56.655017] Epoch: [184] [1640/2904] eta: 0:15:58 lr: 0.002192 loss: 0.1920 (0.1962) loss_rec_all: 0.2180 (0.2221) loss_rec_sfr: 0.2663 (0.2894) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [07:44:11.573416] Epoch: [184] [1660/2904] eta: 0:15:43 lr: 0.002192 loss: 0.1835 (0.1961) loss_rec_all: 0.2095 (0.2220) loss_rec_sfr: 0.2680 (0.2892) loss_cl: -0.2784 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [07:44:26.492826] Epoch: [184] [1680/2904] eta: 0:15:27 lr: 0.002192 loss: 0.1849 (0.1961) loss_rec_all: 0.2109 (0.2220) loss_rec_sfr: 0.2609 (0.2891) loss_cl: -0.2784 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [07:44:41.411212] Epoch: [184] [1700/2904] eta: 0:15:12 lr: 0.002192 loss: 0.1928 (0.1963) loss_rec_all: 0.2186 (0.2221) loss_rec_sfr: 0.2891 (0.2897) loss_cl: -0.2794 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [07:44:56.328478] Epoch: [184] [1720/2904] eta: 0:14:57 lr: 0.002192 loss: 0.1887 (0.1963) loss_rec_all: 0.2150 (0.2221) loss_rec_sfr: 0.2641 (0.2896) loss_cl: -0.2794 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [07:45:11.242107] Epoch: [184] [1740/2904] eta: 0:14:41 lr: 0.002192 loss: 0.1829 (0.1962) loss_rec_all: 0.2094 (0.2220) loss_rec_sfr: 0.2381 (0.2892) loss_cl: -0.2793 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [07:45:26.156643] Epoch: [184] [1760/2904] eta: 0:14:26 lr: 0.002192 loss: 0.1891 (0.1962) loss_rec_all: 0.2150 (0.2220) loss_rec_sfr: 0.2693 (0.2891) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [07:45:41.073249] Epoch: [184] [1780/2904] eta: 0:14:11 lr: 0.002192 loss: 0.1910 (0.1961) loss_rec_all: 0.2169 (0.2220) loss_rec_sfr: 0.2736 (0.2891) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [07:45:55.983531] Epoch: [184] [1800/2904] eta: 0:13:55 lr: 0.002192 loss: 0.1875 (0.1962) loss_rec_all: 0.2135 (0.2220) loss_rec_sfr: 0.2692 (0.2892) loss_cl: -0.2792 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [07:46:10.895618] Epoch: [184] [1820/2904] eta: 0:13:40 lr: 0.002192 loss: 0.1869 (0.1962) loss_rec_all: 0.2132 (0.2221) loss_rec_sfr: 0.2680 (0.2892) loss_cl: -0.2780 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [07:46:25.818158] Epoch: [184] [1840/2904] eta: 0:13:25 lr: 0.002192 loss: 0.1808 (0.1961) loss_rec_all: 0.2068 (0.2220) loss_rec_sfr: 0.2391 (0.2889) loss_cl: -0.2786 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [07:46:40.743893] Epoch: [184] [1860/2904] eta: 0:13:10 lr: 0.002192 loss: 0.1892 (0.1961) loss_rec_all: 0.2153 (0.2220) loss_rec_sfr: 0.2647 (0.2889) loss_cl: -0.2794 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [07:46:55.657714] Epoch: [184] [1880/2904] eta: 0:12:54 lr: 0.002192 loss: 0.1863 (0.1961) loss_rec_all: 0.2124 (0.2220) loss_rec_sfr: 0.2680 (0.2889) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [07:47:10.573855] Epoch: [184] [1900/2904] eta: 0:12:39 lr: 0.002192 loss: 0.1853 (0.1961) loss_rec_all: 0.2116 (0.2219) loss_rec_sfr: 0.2722 (0.2888) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [07:47:25.492509] Epoch: [184] [1920/2904] eta: 0:12:24 lr: 0.002192 loss: 0.1891 (0.1960) loss_rec_all: 0.2151 (0.2219) loss_rec_sfr: 0.2629 (0.2885) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [07:47:40.415586] Epoch: [184] [1940/2904] eta: 0:12:09 lr: 0.002192 loss: 0.1867 (0.1960) loss_rec_all: 0.2126 (0.2219) loss_rec_sfr: 0.2606 (0.2884) loss_cl: -0.2788 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [07:47:55.324133] Epoch: [184] [1960/2904] eta: 0:11:53 lr: 0.002192 loss: 0.1898 (0.1960) loss_rec_all: 0.2158 (0.2219) loss_rec_sfr: 0.2633 (0.2882) loss_cl: -0.2791 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [07:48:10.243438] Epoch: [184] [1980/2904] eta: 0:11:38 lr: 0.002192 loss: 0.1853 (0.1959) loss_rec_all: 0.2112 (0.2218) loss_rec_sfr: 0.2725 (0.2881) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [07:48:25.168461] Epoch: [184] [2000/2904] eta: 0:11:23 lr: 0.002192 loss: 0.1851 (0.1959) loss_rec_all: 0.2114 (0.2218) loss_rec_sfr: 0.2815 (0.2881) loss_cl: -0.2783 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [07:48:40.085978] Epoch: [184] [2020/2904] eta: 0:11:08 lr: 0.002192 loss: 0.1851 (0.1958) loss_rec_all: 0.2112 (0.2217) loss_rec_sfr: 0.2365 (0.2877) loss_cl: -0.2801 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [07:48:55.002252] Epoch: [184] [2040/2904] eta: 0:10:53 lr: 0.002192 loss: 0.1894 (0.1959) loss_rec_all: 0.2156 (0.2218) loss_rec_sfr: 0.2817 (0.2881) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [07:49:09.915367] Epoch: [184] [2060/2904] eta: 0:10:37 lr: 0.002192 loss: 0.1889 (0.1959) loss_rec_all: 0.2148 (0.2218) loss_rec_sfr: 0.2679 (0.2879) loss_cl: -0.2794 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [07:49:24.831057] Epoch: [184] [2080/2904] eta: 0:10:22 lr: 0.002192 loss: 0.1859 (0.1959) loss_rec_all: 0.2119 (0.2218) loss_rec_sfr: 0.2663 (0.2878) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [07:49:39.752268] Epoch: [184] [2100/2904] eta: 0:10:07 lr: 0.002192 loss: 0.1898 (0.1959) loss_rec_all: 0.2156 (0.2218) loss_rec_sfr: 0.2786 (0.2880) loss_cl: -0.2783 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [07:49:54.670248] Epoch: [184] [2120/2904] eta: 0:09:52 lr: 0.002192 loss: 0.1859 (0.1960) loss_rec_all: 0.2117 (0.2218) loss_rec_sfr: 0.2755 (0.2881) loss_cl: -0.2779 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [07:50:09.585199] Epoch: [184] [2140/2904] eta: 0:09:37 lr: 0.002192 loss: 0.1852 (0.1960) loss_rec_all: 0.2116 (0.2219) loss_rec_sfr: 0.2682 (0.2881) loss_cl: -0.2801 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [07:50:24.504436] Epoch: [184] [2160/2904] eta: 0:09:21 lr: 0.002192 loss: 0.1845 (0.1960) loss_rec_all: 0.2105 (0.2218) loss_rec_sfr: 0.2358 (0.2879) loss_cl: -0.2803 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [07:50:39.418185] Epoch: [184] [2180/2904] eta: 0:09:06 lr: 0.002192 loss: 0.1874 (0.1959) loss_rec_all: 0.2135 (0.2218) loss_rec_sfr: 0.2672 (0.2878) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [07:50:54.328239] Epoch: [184] [2200/2904] eta: 0:08:51 lr: 0.002191 loss: 0.1843 (0.1960) loss_rec_all: 0.2107 (0.2219) loss_rec_sfr: 0.2870 (0.2880) loss_cl: -0.2782 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [07:51:09.241721] Epoch: [184] [2220/2904] eta: 0:08:36 lr: 0.002191 loss: 0.1875 (0.1960) loss_rec_all: 0.2134 (0.2219) loss_rec_sfr: 0.2789 (0.2882) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [07:51:24.155411] Epoch: [184] [2240/2904] eta: 0:08:21 lr: 0.002191 loss: 0.1821 (0.1960) loss_rec_all: 0.2085 (0.2219) loss_rec_sfr: 0.2752 (0.2881) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [07:51:39.069980] Epoch: [184] [2260/2904] eta: 0:08:06 lr: 0.002191 loss: 0.1831 (0.1959) loss_rec_all: 0.2093 (0.2218) loss_rec_sfr: 0.2372 (0.2878) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [07:51:53.989405] Epoch: [184] [2280/2904] eta: 0:07:50 lr: 0.002191 loss: 0.1905 (0.1959) loss_rec_all: 0.2165 (0.2218) loss_rec_sfr: 0.2679 (0.2878) loss_cl: -0.2795 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [07:52:08.912134] Epoch: [184] [2300/2904] eta: 0:07:35 lr: 0.002191 loss: 0.1882 (0.1959) loss_rec_all: 0.2140 (0.2218) loss_rec_sfr: 0.2649 (0.2877) loss_cl: -0.2786 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [07:52:23.830746] Epoch: [184] [2320/2904] eta: 0:07:20 lr: 0.002191 loss: 0.1847 (0.1959) loss_rec_all: 0.2111 (0.2218) loss_rec_sfr: 0.2825 (0.2878) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [07:52:38.746260] Epoch: [184] [2340/2904] eta: 0:07:05 lr: 0.002191 loss: 0.1901 (0.1960) loss_rec_all: 0.2162 (0.2219) loss_rec_sfr: 0.2697 (0.2879) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [07:52:53.660316] Epoch: [184] [2360/2904] eta: 0:06:50 lr: 0.002191 loss: 0.1826 (0.1959) loss_rec_all: 0.2087 (0.2218) loss_rec_sfr: 0.2612 (0.2877) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [07:53:08.581159] Epoch: [184] [2380/2904] eta: 0:06:35 lr: 0.002191 loss: 0.1862 (0.1960) loss_rec_all: 0.2127 (0.2218) loss_rec_sfr: 0.2817 (0.2879) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [07:53:23.501108] Epoch: [184] [2400/2904] eta: 0:06:20 lr: 0.002191 loss: 0.1856 (0.1959) loss_rec_all: 0.2116 (0.2218) loss_rec_sfr: 0.2795 (0.2879) loss_cl: -0.2784 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [07:53:38.432300] Epoch: [184] [2420/2904] eta: 0:06:05 lr: 0.002191 loss: 0.1837 (0.1959) loss_rec_all: 0.2099 (0.2218) loss_rec_sfr: 0.2744 (0.2879) loss_cl: -0.2791 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [07:53:53.358016] Epoch: [184] [2440/2904] eta: 0:05:49 lr: 0.002191 loss: 0.1853 (0.1958) loss_rec_all: 0.2114 (0.2217) loss_rec_sfr: 0.2460 (0.2875) loss_cl: -0.2792 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [07:54:08.277248] Epoch: [184] [2460/2904] eta: 0:05:34 lr: 0.002191 loss: 0.1866 (0.1959) loss_rec_all: 0.2128 (0.2217) loss_rec_sfr: 0.2711 (0.2876) loss_cl: -0.2783 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [07:54:23.209021] Epoch: [184] [2480/2904] eta: 0:05:19 lr: 0.002191 loss: 0.1897 (0.1959) loss_rec_all: 0.2155 (0.2218) loss_rec_sfr: 0.2823 (0.2879) loss_cl: -0.2791 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [07:54:38.129810] Epoch: [184] [2500/2904] eta: 0:05:04 lr: 0.002191 loss: 0.1841 (0.1959) loss_rec_all: 0.2101 (0.2218) loss_rec_sfr: 0.2795 (0.2879) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [07:54:53.049043] Epoch: [184] [2520/2904] eta: 0:04:49 lr: 0.002191 loss: 0.1846 (0.1959) loss_rec_all: 0.2104 (0.2218) loss_rec_sfr: 0.2769 (0.2881) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [07:55:07.985876] Epoch: [184] [2540/2904] eta: 0:04:34 lr: 0.002191 loss: 0.1845 (0.1959) loss_rec_all: 0.2104 (0.2218) loss_rec_sfr: 0.2745 (0.2880) loss_cl: -0.2785 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [07:55:22.910809] Epoch: [184] [2560/2904] eta: 0:04:19 lr: 0.002191 loss: 0.1871 (0.1959) loss_rec_all: 0.2135 (0.2218) loss_rec_sfr: 0.2586 (0.2880) loss_cl: -0.2786 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [07:55:37.831671] Epoch: [184] [2580/2904] eta: 0:04:04 lr: 0.002191 loss: 0.1865 (0.1959) loss_rec_all: 0.2123 (0.2218) loss_rec_sfr: 0.2381 (0.2880) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [07:55:52.747414] Epoch: [184] [2600/2904] eta: 0:03:49 lr: 0.002191 loss: 0.1833 (0.1959) loss_rec_all: 0.2094 (0.2217) loss_rec_sfr: 0.2731 (0.2878) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [07:56:07.660391] Epoch: [184] [2620/2904] eta: 0:03:34 lr: 0.002191 loss: 0.1954 (0.1959) loss_rec_all: 0.2214 (0.2218) loss_rec_sfr: 0.2722 (0.2879) loss_cl: -0.2795 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [07:56:22.574734] Epoch: [184] [2640/2904] eta: 0:03:18 lr: 0.002191 loss: 0.1823 (0.1959) loss_rec_all: 0.2085 (0.2217) loss_rec_sfr: 0.2326 (0.2878) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [07:56:37.497977] Epoch: [184] [2660/2904] eta: 0:03:03 lr: 0.002191 loss: 0.1887 (0.1959) loss_rec_all: 0.2149 (0.2217) loss_rec_sfr: 0.2683 (0.2876) loss_cl: -0.2788 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [07:56:52.407586] Epoch: [184] [2680/2904] eta: 0:02:48 lr: 0.002191 loss: 0.1844 (0.1959) loss_rec_all: 0.2106 (0.2217) loss_rec_sfr: 0.2793 (0.2877) loss_cl: -0.2782 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [07:57:07.328781] Epoch: [184] [2700/2904] eta: 0:02:33 lr: 0.002191 loss: 0.1844 (0.1958) loss_rec_all: 0.2103 (0.2217) loss_rec_sfr: 0.2359 (0.2875) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [07:57:22.247460] Epoch: [184] [2720/2904] eta: 0:02:18 lr: 0.002191 loss: 0.1874 (0.1958) loss_rec_all: 0.2132 (0.2217) loss_rec_sfr: 0.2672 (0.2874) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [07:57:37.170835] Epoch: [184] [2740/2904] eta: 0:02:03 lr: 0.002191 loss: 0.1845 (0.1958) loss_rec_all: 0.2106 (0.2217) loss_rec_sfr: 0.2709 (0.2874) loss_cl: -0.2788 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [07:57:52.094945] Epoch: [184] [2760/2904] eta: 0:01:48 lr: 0.002191 loss: 0.1843 (0.1958) loss_rec_all: 0.2110 (0.2216) loss_rec_sfr: 0.2700 (0.2874) loss_cl: -0.2796 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [07:58:07.022184] Epoch: [184] [2780/2904] eta: 0:01:33 lr: 0.002191 loss: 0.1851 (0.1958) loss_rec_all: 0.2110 (0.2216) loss_rec_sfr: 0.2772 (0.2875) loss_cl: -0.2794 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [07:58:21.942723] Epoch: [184] [2800/2904] eta: 0:01:18 lr: 0.002191 loss: 0.1854 (0.1957) loss_rec_all: 0.2115 (0.2216) loss_rec_sfr: 0.2739 (0.2874) loss_cl: -0.2791 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [07:58:36.856122] Epoch: [184] [2820/2904] eta: 0:01:03 lr: 0.002191 loss: 0.1875 (0.1957) loss_rec_all: 0.2136 (0.2216) loss_rec_sfr: 0.2714 (0.2874) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [07:58:51.847876] Epoch: [184] [2840/2904] eta: 0:00:48 lr: 0.002191 loss: 0.1866 (0.1957) loss_rec_all: 0.2129 (0.2216) loss_rec_sfr: 0.2654 (0.2874) loss_cl: -0.2800 (-0.2788) time: 0.7495 data: 0.0047 max mem: 29860 [07:59:06.765703] Epoch: [184] [2860/2904] eta: 0:00:33 lr: 0.002191 loss: 0.1918 (0.1958) loss_rec_all: 0.2178 (0.2217) loss_rec_sfr: 0.2914 (0.2878) loss_cl: -0.2797 (-0.2788) time: 0.7459 data: 0.0001 max mem: 29860 [07:59:21.680674] Epoch: [184] [2880/2904] eta: 0:00:18 lr: 0.002191 loss: 0.1856 (0.1959) loss_rec_all: 0.2116 (0.2218) loss_rec_sfr: 0.2702 (0.2879) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0001 max mem: 29860 [07:59:36.593845] Epoch: [184] [2900/2904] eta: 0:00:03 lr: 0.002191 loss: 0.1854 (0.1959) loss_rec_all: 0.2112 (0.2217) loss_rec_sfr: 0.2749 (0.2879) loss_cl: -0.2783 (-0.2788) time: 0.7456 data: 0.0001 max mem: 29860 [07:59:38.839363] Epoch: [184] [2903/2904] eta: 0:00:00 lr: 0.002191 loss: 0.1854 (0.1959) loss_rec_all: 0.2112 (0.2218) loss_rec_sfr: 0.2749 (0.2880) loss_cl: -0.2783 (-0.2788) time: 0.7456 data: 0.0001 max mem: 29860 [07:59:41.241271] Epoch: [184] Total time: 0:36:28 (0.7538 s / it) [07:59:41.244532] Averaged stats: lr: 0.002191 loss: 0.1854 (0.1987) loss_rec_all: 0.2112 (0.2222) loss_rec_sfr: 0.2749 (0.2895) loss_cl: -0.2783 (-0.2555) [07:59:41.257053] log_dir: ./checkpoint/VF2_ViT-B [08:00:01.004121] Epoch: [185] [ 0/2904] eta: 15:55:43 lr: 0.002191 loss: 0.1839 (0.1839) loss_rec_all: 0.2099 (0.2099) loss_rec_sfr: 0.2903 (0.2903) loss_cl: -0.2797 (-0.2797) time: 19.7463 data: 11.6988 max mem: 29860 [08:00:18.418562] Epoch: [185] [ 20/2904] eta: 1:25:03 lr: 0.002191 loss: 0.1877 (0.1939) loss_rec_all: 0.2136 (0.2199) loss_rec_sfr: 0.2742 (0.2815) loss_cl: -0.2791 (-0.2793) time: 0.8706 data: 0.1270 max mem: 29860 [08:00:33.290842] Epoch: [185] [ 40/2904] eta: 1:00:34 lr: 0.002191 loss: 0.1815 (0.1989) loss_rec_all: 0.2079 (0.2247) loss_rec_sfr: 0.2745 (0.2999) loss_cl: -0.2791 (-0.2792) time: 0.7436 data: 0.0005 max mem: 29860 [08:00:48.171008] Epoch: [185] [ 60/2904] eta: 0:51:59 lr: 0.002191 loss: 0.1828 (0.1973) loss_rec_all: 0.2092 (0.2232) loss_rec_sfr: 0.2731 (0.2958) loss_cl: -0.2781 (-0.2789) time: 0.7440 data: 0.0003 max mem: 29860 [08:01:03.070793] Epoch: [185] [ 80/2904] eta: 0:47:32 lr: 0.002191 loss: 0.1862 (0.1961) loss_rec_all: 0.2123 (0.2219) loss_rec_sfr: 0.2602 (0.2913) loss_cl: -0.2780 (-0.2787) time: 0.7449 data: 0.0003 max mem: 29860 [08:01:17.974396] Epoch: [185] [ 100/2904] eta: 0:44:44 lr: 0.002191 loss: 0.1852 (0.1952) loss_rec_all: 0.2111 (0.2210) loss_rec_sfr: 0.2621 (0.2888) loss_cl: -0.2788 (-0.2787) time: 0.7451 data: 0.0004 max mem: 29860 [08:01:32.904492] Epoch: [185] [ 120/2904] eta: 0:42:48 lr: 0.002191 loss: 0.1856 (0.1958) loss_rec_all: 0.2122 (0.2216) loss_rec_sfr: 0.2647 (0.2885) loss_cl: -0.2799 (-0.2788) time: 0.7465 data: 0.0003 max mem: 29860 [08:01:47.837597] Epoch: [185] [ 140/2904] eta: 0:41:21 lr: 0.002191 loss: 0.1830 (0.1952) loss_rec_all: 0.2090 (0.2211) loss_rec_sfr: 0.2744 (0.2885) loss_cl: -0.2795 (-0.2789) time: 0.7466 data: 0.0003 max mem: 29860 [08:02:02.763522] Epoch: [185] [ 160/2904] eta: 0:40:11 lr: 0.002191 loss: 0.1898 (0.1953) loss_rec_all: 0.2158 (0.2212) loss_rec_sfr: 0.2744 (0.2873) loss_cl: -0.2791 (-0.2789) time: 0.7463 data: 0.0003 max mem: 29860 [08:02:17.695621] Epoch: [185] [ 180/2904] eta: 0:39:14 lr: 0.002191 loss: 0.1855 (0.1947) loss_rec_all: 0.2115 (0.2206) loss_rec_sfr: 0.2633 (0.2847) loss_cl: -0.2787 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [08:02:32.662054] Epoch: [185] [ 200/2904] eta: 0:38:25 lr: 0.002191 loss: 0.1837 (0.1947) loss_rec_all: 0.2098 (0.2206) loss_rec_sfr: 0.2649 (0.2849) loss_cl: -0.2777 (-0.2788) time: 0.7483 data: 0.0002 max mem: 29860 [08:02:47.586803] Epoch: [185] [ 220/2904] eta: 0:37:42 lr: 0.002191 loss: 0.1853 (0.1944) loss_rec_all: 0.2113 (0.2203) loss_rec_sfr: 0.2691 (0.2842) loss_cl: -0.2790 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [08:03:02.507395] Epoch: [185] [ 240/2904] eta: 0:37:04 lr: 0.002191 loss: 0.1869 (0.1943) loss_rec_all: 0.2128 (0.2202) loss_rec_sfr: 0.2694 (0.2834) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [08:03:17.428171] Epoch: [185] [ 260/2904] eta: 0:36:29 lr: 0.002191 loss: 0.1835 (0.1942) loss_rec_all: 0.2097 (0.2201) loss_rec_sfr: 0.2763 (0.2829) loss_cl: -0.2793 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [08:03:32.361080] Epoch: [185] [ 280/2904] eta: 0:35:57 lr: 0.002191 loss: 0.1886 (0.1949) loss_rec_all: 0.2148 (0.2208) loss_rec_sfr: 0.2696 (0.2853) loss_cl: -0.2788 (-0.2788) time: 0.7466 data: 0.0004 max mem: 29860 [08:03:47.291033] Epoch: [185] [ 300/2904] eta: 0:35:28 lr: 0.002191 loss: 0.1833 (0.1945) loss_rec_all: 0.2093 (0.2204) loss_rec_sfr: 0.2742 (0.2846) loss_cl: -0.2782 (-0.2788) time: 0.7464 data: 0.0003 max mem: 29860 [08:04:02.204756] Epoch: [185] [ 320/2904] eta: 0:35:00 lr: 0.002191 loss: 0.1839 (0.1941) loss_rec_all: 0.2097 (0.2200) loss_rec_sfr: 0.2739 (0.2836) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0004 max mem: 29860 [08:04:17.136747] Epoch: [185] [ 340/2904] eta: 0:34:34 lr: 0.002190 loss: 0.1879 (0.1942) loss_rec_all: 0.2138 (0.2201) loss_rec_sfr: 0.2828 (0.2846) loss_cl: -0.2786 (-0.2788) time: 0.7465 data: 0.0003 max mem: 29860 [08:04:32.062852] Epoch: [185] [ 360/2904] eta: 0:34:09 lr: 0.002190 loss: 0.1877 (0.1942) loss_rec_all: 0.2135 (0.2201) loss_rec_sfr: 0.2618 (0.2841) loss_cl: -0.2788 (-0.2788) time: 0.7462 data: 0.0004 max mem: 29860 [08:04:47.021442] Epoch: [185] [ 380/2904] eta: 0:33:45 lr: 0.002190 loss: 0.1951 (0.1949) loss_rec_all: 0.2213 (0.2208) loss_rec_sfr: 0.2744 (0.2865) loss_cl: -0.2793 (-0.2788) time: 0.7479 data: 0.0004 max mem: 29860 [08:05:01.945268] Epoch: [185] [ 400/2904] eta: 0:33:22 lr: 0.002190 loss: 0.1879 (0.1945) loss_rec_all: 0.2141 (0.2204) loss_rec_sfr: 0.2618 (0.2848) loss_cl: -0.2799 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [08:05:16.864379] Epoch: [185] [ 420/2904] eta: 0:33:00 lr: 0.002190 loss: 0.1863 (0.1947) loss_rec_all: 0.2121 (0.2206) loss_rec_sfr: 0.2720 (0.2854) loss_cl: -0.2784 (-0.2788) time: 0.7459 data: 0.0004 max mem: 29860 [08:05:31.781033] Epoch: [185] [ 440/2904] eta: 0:32:38 lr: 0.002190 loss: 0.1862 (0.1945) loss_rec_all: 0.2121 (0.2204) loss_rec_sfr: 0.2769 (0.2852) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [08:05:46.701665] Epoch: [185] [ 460/2904] eta: 0:32:17 lr: 0.002190 loss: 0.1867 (0.1949) loss_rec_all: 0.2132 (0.2208) loss_rec_sfr: 0.2722 (0.2860) loss_cl: -0.2793 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [08:06:01.617916] Epoch: [185] [ 480/2904] eta: 0:31:56 lr: 0.002190 loss: 0.1950 (0.1955) loss_rec_all: 0.2210 (0.2214) loss_rec_sfr: 0.2734 (0.2877) loss_cl: -0.2797 (-0.2789) time: 0.7458 data: 0.0003 max mem: 29860 [08:06:16.536086] Epoch: [185] [ 500/2904] eta: 0:31:36 lr: 0.002190 loss: 0.1889 (0.1959) loss_rec_all: 0.2148 (0.2218) loss_rec_sfr: 0.2770 (0.2888) loss_cl: -0.2795 (-0.2789) time: 0.7459 data: 0.0003 max mem: 29860 [08:06:31.460520] Epoch: [185] [ 520/2904] eta: 0:31:16 lr: 0.002190 loss: 0.1869 (0.1961) loss_rec_all: 0.2129 (0.2219) loss_rec_sfr: 0.2786 (0.2893) loss_cl: -0.2779 (-0.2789) time: 0.7462 data: 0.0003 max mem: 29860 [08:06:46.381457] Epoch: [185] [ 540/2904] eta: 0:30:57 lr: 0.002190 loss: 0.1863 (0.1961) loss_rec_all: 0.2121 (0.2220) loss_rec_sfr: 0.2631 (0.2890) loss_cl: -0.2782 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [08:07:01.302073] Epoch: [185] [ 560/2904] eta: 0:30:38 lr: 0.002190 loss: 0.1868 (0.1961) loss_rec_all: 0.2126 (0.2220) loss_rec_sfr: 0.2785 (0.2892) loss_cl: -0.2783 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [08:07:16.219409] Epoch: [185] [ 580/2904] eta: 0:30:19 lr: 0.002190 loss: 0.1895 (0.1963) loss_rec_all: 0.2155 (0.2222) loss_rec_sfr: 0.2708 (0.2899) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [08:07:31.140560] Epoch: [185] [ 600/2904] eta: 0:30:01 lr: 0.002190 loss: 0.1857 (0.1964) loss_rec_all: 0.2117 (0.2222) loss_rec_sfr: 0.2680 (0.2900) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [08:07:46.065179] Epoch: [185] [ 620/2904] eta: 0:29:42 lr: 0.002190 loss: 0.1878 (0.1963) loss_rec_all: 0.2137 (0.2221) loss_rec_sfr: 0.2794 (0.2900) loss_cl: -0.2794 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [08:08:00.987534] Epoch: [185] [ 640/2904] eta: 0:29:24 lr: 0.002190 loss: 0.1880 (0.1964) loss_rec_all: 0.2139 (0.2223) loss_rec_sfr: 0.2795 (0.2908) loss_cl: -0.2782 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [08:08:15.902667] Epoch: [185] [ 660/2904] eta: 0:29:07 lr: 0.002190 loss: 0.1860 (0.1964) loss_rec_all: 0.2119 (0.2223) loss_rec_sfr: 0.2680 (0.2906) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [08:08:30.823647] Epoch: [185] [ 680/2904] eta: 0:28:49 lr: 0.002190 loss: 0.1830 (0.1963) loss_rec_all: 0.2090 (0.2222) loss_rec_sfr: 0.2678 (0.2903) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [08:08:45.742887] Epoch: [185] [ 700/2904] eta: 0:28:31 lr: 0.002190 loss: 0.1888 (0.1964) loss_rec_all: 0.2151 (0.2223) loss_rec_sfr: 0.2709 (0.2907) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [08:09:00.659484] Epoch: [185] [ 720/2904] eta: 0:28:14 lr: 0.002190 loss: 0.1898 (0.1963) loss_rec_all: 0.2156 (0.2221) loss_rec_sfr: 0.2688 (0.2901) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [08:09:15.583079] Epoch: [185] [ 740/2904] eta: 0:27:57 lr: 0.002190 loss: 0.1857 (0.1962) loss_rec_all: 0.2121 (0.2221) loss_rec_sfr: 0.2787 (0.2900) loss_cl: -0.2793 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [08:09:30.503387] Epoch: [185] [ 760/2904] eta: 0:27:39 lr: 0.002190 loss: 0.1848 (0.1961) loss_rec_all: 0.2108 (0.2220) loss_rec_sfr: 0.2664 (0.2898) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [08:09:45.422781] Epoch: [185] [ 780/2904] eta: 0:27:22 lr: 0.002190 loss: 0.1862 (0.1960) loss_rec_all: 0.2120 (0.2219) loss_rec_sfr: 0.2821 (0.2896) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [08:10:00.338936] Epoch: [185] [ 800/2904] eta: 0:27:06 lr: 0.002190 loss: 0.1845 (0.1960) loss_rec_all: 0.2106 (0.2219) loss_rec_sfr: 0.2808 (0.2898) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [08:10:15.256385] Epoch: [185] [ 820/2904] eta: 0:26:49 lr: 0.002190 loss: 0.1920 (0.1961) loss_rec_all: 0.2178 (0.2219) loss_rec_sfr: 0.2667 (0.2896) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [08:10:30.176232] Epoch: [185] [ 840/2904] eta: 0:26:32 lr: 0.002190 loss: 0.1836 (0.1959) loss_rec_all: 0.2096 (0.2218) loss_rec_sfr: 0.2726 (0.2891) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [08:10:45.095986] Epoch: [185] [ 860/2904] eta: 0:26:15 lr: 0.002190 loss: 0.1836 (0.1958) loss_rec_all: 0.2098 (0.2216) loss_rec_sfr: 0.2262 (0.2884) loss_cl: -0.2794 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [08:11:00.011561] Epoch: [185] [ 880/2904] eta: 0:25:59 lr: 0.002190 loss: 0.1831 (0.1956) loss_rec_all: 0.2096 (0.2215) loss_rec_sfr: 0.2357 (0.2878) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [08:11:14.926655] Epoch: [185] [ 900/2904] eta: 0:25:42 lr: 0.002190 loss: 0.1886 (0.1958) loss_rec_all: 0.2147 (0.2216) loss_rec_sfr: 0.2608 (0.2881) loss_cl: -0.2777 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [08:11:29.850226] Epoch: [185] [ 920/2904] eta: 0:25:26 lr: 0.002190 loss: 0.1873 (0.1958) loss_rec_all: 0.2131 (0.2217) loss_rec_sfr: 0.2680 (0.2881) loss_cl: -0.2778 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [08:11:44.765881] Epoch: [185] [ 940/2904] eta: 0:25:09 lr: 0.002190 loss: 0.1884 (0.1960) loss_rec_all: 0.2150 (0.2218) loss_rec_sfr: 0.2751 (0.2885) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [08:11:59.683370] Epoch: [185] [ 960/2904] eta: 0:24:53 lr: 0.002190 loss: 0.1855 (0.1960) loss_rec_all: 0.2114 (0.2218) loss_rec_sfr: 0.2739 (0.2886) loss_cl: -0.2796 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [08:12:14.607375] Epoch: [185] [ 980/2904] eta: 0:24:37 lr: 0.002190 loss: 0.1872 (0.1961) loss_rec_all: 0.2136 (0.2219) loss_rec_sfr: 0.2555 (0.2888) loss_cl: -0.2796 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [08:12:29.529951] Epoch: [185] [1000/2904] eta: 0:24:21 lr: 0.002190 loss: 0.1865 (0.1962) loss_rec_all: 0.2126 (0.2220) loss_rec_sfr: 0.2768 (0.2893) loss_cl: -0.2790 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [08:12:44.448889] Epoch: [185] [1020/2904] eta: 0:24:05 lr: 0.002190 loss: 0.1914 (0.1963) loss_rec_all: 0.2174 (0.2222) loss_rec_sfr: 0.2766 (0.2898) loss_cl: -0.2782 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [08:12:59.361563] Epoch: [185] [1040/2904] eta: 0:23:48 lr: 0.002190 loss: 0.1866 (0.1963) loss_rec_all: 0.2129 (0.2221) loss_rec_sfr: 0.2736 (0.2896) loss_cl: -0.2784 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [08:13:14.278781] Epoch: [185] [1060/2904] eta: 0:23:32 lr: 0.002190 loss: 0.1862 (0.1964) loss_rec_all: 0.2122 (0.2222) loss_rec_sfr: 0.2745 (0.2900) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [08:13:29.214167] Epoch: [185] [1080/2904] eta: 0:23:16 lr: 0.002190 loss: 0.1881 (0.1965) loss_rec_all: 0.2143 (0.2223) loss_rec_sfr: 0.2739 (0.2901) loss_cl: -0.2790 (-0.2788) time: 0.7467 data: 0.0003 max mem: 29860 [08:13:44.184851] Epoch: [185] [1100/2904] eta: 0:23:01 lr: 0.002190 loss: 0.1804 (0.1962) loss_rec_all: 0.2069 (0.2221) loss_rec_sfr: 0.2599 (0.2893) loss_cl: -0.2784 (-0.2788) time: 0.7485 data: 0.0004 max mem: 29860 [08:13:59.168377] Epoch: [185] [1120/2904] eta: 0:22:45 lr: 0.002190 loss: 0.1890 (0.1964) loss_rec_all: 0.2151 (0.2222) loss_rec_sfr: 0.2739 (0.2898) loss_cl: -0.2786 (-0.2788) time: 0.7491 data: 0.0004 max mem: 29860 [08:14:14.148608] Epoch: [185] [1140/2904] eta: 0:22:29 lr: 0.002190 loss: 0.1869 (0.1964) loss_rec_all: 0.2129 (0.2222) loss_rec_sfr: 0.2687 (0.2900) loss_cl: -0.2796 (-0.2788) time: 0.7490 data: 0.0004 max mem: 29860 [08:14:29.131291] Epoch: [185] [1160/2904] eta: 0:22:13 lr: 0.002190 loss: 0.1845 (0.1963) loss_rec_all: 0.2107 (0.2221) loss_rec_sfr: 0.2357 (0.2893) loss_cl: -0.2787 (-0.2788) time: 0.7491 data: 0.0003 max mem: 29860 [08:14:44.114420] Epoch: [185] [1180/2904] eta: 0:21:57 lr: 0.002190 loss: 0.1903 (0.1963) loss_rec_all: 0.2162 (0.2222) loss_rec_sfr: 0.2734 (0.2895) loss_cl: -0.2788 (-0.2788) time: 0.7491 data: 0.0003 max mem: 29860 [08:14:59.099401] Epoch: [185] [1200/2904] eta: 0:21:42 lr: 0.002190 loss: 0.1875 (0.1963) loss_rec_all: 0.2132 (0.2222) loss_rec_sfr: 0.2781 (0.2895) loss_cl: -0.2782 (-0.2788) time: 0.7492 data: 0.0003 max mem: 29860 [08:15:14.101952] Epoch: [185] [1220/2904] eta: 0:21:26 lr: 0.002190 loss: 0.1870 (0.1963) loss_rec_all: 0.2134 (0.2222) loss_rec_sfr: 0.2614 (0.2893) loss_cl: -0.2794 (-0.2788) time: 0.7501 data: 0.0003 max mem: 29860 [08:15:29.093177] Epoch: [185] [1240/2904] eta: 0:21:10 lr: 0.002190 loss: 0.1871 (0.1964) loss_rec_all: 0.2130 (0.2222) loss_rec_sfr: 0.2688 (0.2895) loss_cl: -0.2796 (-0.2788) time: 0.7495 data: 0.0004 max mem: 29860 [08:15:44.046157] Epoch: [185] [1260/2904] eta: 0:20:55 lr: 0.002190 loss: 0.1837 (0.1965) loss_rec_all: 0.2099 (0.2224) loss_rec_sfr: 0.2641 (0.2899) loss_cl: -0.2787 (-0.2788) time: 0.7476 data: 0.0003 max mem: 29860 [08:15:59.004336] Epoch: [185] [1280/2904] eta: 0:20:39 lr: 0.002190 loss: 0.1858 (0.1964) loss_rec_all: 0.2122 (0.2223) loss_rec_sfr: 0.2413 (0.2893) loss_cl: -0.2784 (-0.2788) time: 0.7479 data: 0.0003 max mem: 29860 [08:16:13.962453] Epoch: [185] [1300/2904] eta: 0:20:23 lr: 0.002190 loss: 0.1889 (0.1965) loss_rec_all: 0.2148 (0.2224) loss_rec_sfr: 0.2625 (0.2897) loss_cl: -0.2786 (-0.2788) time: 0.7479 data: 0.0004 max mem: 29860 [08:16:28.910507] Epoch: [185] [1320/2904] eta: 0:20:08 lr: 0.002190 loss: 0.1843 (0.1965) loss_rec_all: 0.2102 (0.2223) loss_rec_sfr: 0.2662 (0.2895) loss_cl: -0.2791 (-0.2788) time: 0.7474 data: 0.0004 max mem: 29860 [08:16:43.888131] Epoch: [185] [1340/2904] eta: 0:19:52 lr: 0.002190 loss: 0.1856 (0.1964) loss_rec_all: 0.2115 (0.2222) loss_rec_sfr: 0.2704 (0.2893) loss_cl: -0.2789 (-0.2788) time: 0.7488 data: 0.0004 max mem: 29860 [08:16:58.860056] Epoch: [185] [1360/2904] eta: 0:19:37 lr: 0.002190 loss: 0.1857 (0.1963) loss_rec_all: 0.2115 (0.2222) loss_rec_sfr: 0.2726 (0.2891) loss_cl: -0.2789 (-0.2788) time: 0.7485 data: 0.0004 max mem: 29860 [08:17:13.807408] Epoch: [185] [1380/2904] eta: 0:19:21 lr: 0.002189 loss: 0.1896 (0.1964) loss_rec_all: 0.2160 (0.2222) loss_rec_sfr: 0.2684 (0.2892) loss_cl: -0.2783 (-0.2788) time: 0.7473 data: 0.0004 max mem: 29860 [08:17:28.739440] Epoch: [185] [1400/2904] eta: 0:19:05 lr: 0.002189 loss: 0.1814 (0.1963) loss_rec_all: 0.2077 (0.2221) loss_rec_sfr: 0.2622 (0.2889) loss_cl: -0.2791 (-0.2788) time: 0.7466 data: 0.0003 max mem: 29860 [08:17:43.669527] Epoch: [185] [1420/2904] eta: 0:18:50 lr: 0.002189 loss: 0.1862 (0.1962) loss_rec_all: 0.2125 (0.2221) loss_rec_sfr: 0.2771 (0.2887) loss_cl: -0.2792 (-0.2788) time: 0.7465 data: 0.0003 max mem: 29860 [08:17:58.588600] Epoch: [185] [1440/2904] eta: 0:18:34 lr: 0.002189 loss: 0.1854 (0.1963) loss_rec_all: 0.2112 (0.2221) loss_rec_sfr: 0.2424 (0.2887) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [08:18:13.525207] Epoch: [185] [1460/2904] eta: 0:18:19 lr: 0.002189 loss: 0.1811 (0.1962) loss_rec_all: 0.2071 (0.2221) loss_rec_sfr: 0.2780 (0.2888) loss_cl: -0.2786 (-0.2788) time: 0.7468 data: 0.0003 max mem: 29860 [08:18:28.454270] Epoch: [185] [1480/2904] eta: 0:18:03 lr: 0.002189 loss: 0.1903 (0.1963) loss_rec_all: 0.2165 (0.2221) loss_rec_sfr: 0.2702 (0.2889) loss_cl: -0.2789 (-0.2788) time: 0.7464 data: 0.0003 max mem: 29860 [08:18:43.378223] Epoch: [185] [1500/2904] eta: 0:17:48 lr: 0.002189 loss: 0.1862 (0.1963) loss_rec_all: 0.2120 (0.2221) loss_rec_sfr: 0.2671 (0.2889) loss_cl: -0.2787 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [08:18:58.284630] Epoch: [185] [1520/2904] eta: 0:17:32 lr: 0.002189 loss: 0.1868 (0.1963) loss_rec_all: 0.2127 (0.2221) loss_rec_sfr: 0.2745 (0.2890) loss_cl: -0.2794 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [08:19:13.196901] Epoch: [185] [1540/2904] eta: 0:17:17 lr: 0.002189 loss: 0.1872 (0.1963) loss_rec_all: 0.2135 (0.2222) loss_rec_sfr: 0.2605 (0.2890) loss_cl: -0.2797 (-0.2788) time: 0.7456 data: 0.0004 max mem: 29860 [08:19:28.099151] Epoch: [185] [1560/2904] eta: 0:17:01 lr: 0.002189 loss: 0.1855 (0.1962) loss_rec_all: 0.2118 (0.2221) loss_rec_sfr: 0.2677 (0.2886) loss_cl: -0.2790 (-0.2788) time: 0.7451 data: 0.0004 max mem: 29860 [08:19:43.008158] Epoch: [185] [1580/2904] eta: 0:16:46 lr: 0.002189 loss: 0.1847 (0.1962) loss_rec_all: 0.2110 (0.2221) loss_rec_sfr: 0.2710 (0.2886) loss_cl: -0.2788 (-0.2788) time: 0.7454 data: 0.0004 max mem: 29860 [08:19:57.908649] Epoch: [185] [1600/2904] eta: 0:16:30 lr: 0.002189 loss: 0.1864 (0.1963) loss_rec_all: 0.2127 (0.2221) loss_rec_sfr: 0.2628 (0.2888) loss_cl: -0.2788 (-0.2788) time: 0.7449 data: 0.0004 max mem: 29860 [08:20:12.803514] Epoch: [185] [1620/2904] eta: 0:16:15 lr: 0.002189 loss: 0.1872 (0.1963) loss_rec_all: 0.2137 (0.2222) loss_rec_sfr: 0.2788 (0.2890) loss_cl: -0.2790 (-0.2788) time: 0.7447 data: 0.0003 max mem: 29860 [08:20:27.703477] Epoch: [185] [1640/2904] eta: 0:16:00 lr: 0.002189 loss: 0.1857 (0.1962) loss_rec_all: 0.2118 (0.2221) loss_rec_sfr: 0.2676 (0.2887) loss_cl: -0.2790 (-0.2788) time: 0.7449 data: 0.0002 max mem: 29860 [08:20:42.607385] Epoch: [185] [1660/2904] eta: 0:15:44 lr: 0.002189 loss: 0.1848 (0.1962) loss_rec_all: 0.2106 (0.2221) loss_rec_sfr: 0.2620 (0.2886) loss_cl: -0.2792 (-0.2788) time: 0.7451 data: 0.0004 max mem: 29860 [08:20:57.499072] Epoch: [185] [1680/2904] eta: 0:15:29 lr: 0.002189 loss: 0.1881 (0.1963) loss_rec_all: 0.2141 (0.2222) loss_rec_sfr: 0.2763 (0.2890) loss_cl: -0.2792 (-0.2788) time: 0.7445 data: 0.0002 max mem: 29860 [08:21:12.390029] Epoch: [185] [1700/2904] eta: 0:15:13 lr: 0.002189 loss: 0.1890 (0.1964) loss_rec_all: 0.2152 (0.2223) loss_rec_sfr: 0.2608 (0.2892) loss_cl: -0.2781 (-0.2788) time: 0.7445 data: 0.0002 max mem: 29860 [08:21:27.283257] Epoch: [185] [1720/2904] eta: 0:14:58 lr: 0.002189 loss: 0.1827 (0.1964) loss_rec_all: 0.2086 (0.2223) loss_rec_sfr: 0.2354 (0.2892) loss_cl: -0.2785 (-0.2788) time: 0.7446 data: 0.0003 max mem: 29860 [08:21:42.183290] Epoch: [185] [1740/2904] eta: 0:14:43 lr: 0.002189 loss: 0.1844 (0.1964) loss_rec_all: 0.2106 (0.2222) loss_rec_sfr: 0.2804 (0.2891) loss_cl: -0.2787 (-0.2788) time: 0.7450 data: 0.0004 max mem: 29860 [08:21:57.076585] Epoch: [185] [1760/2904] eta: 0:14:27 lr: 0.002189 loss: 0.1857 (0.1963) loss_rec_all: 0.2121 (0.2222) loss_rec_sfr: 0.2673 (0.2890) loss_cl: -0.2791 (-0.2788) time: 0.7446 data: 0.0002 max mem: 29860 [08:22:11.979817] Epoch: [185] [1780/2904] eta: 0:14:12 lr: 0.002189 loss: 0.1850 (0.1964) loss_rec_all: 0.2109 (0.2222) loss_rec_sfr: 0.2691 (0.2891) loss_cl: -0.2788 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [08:22:26.884453] Epoch: [185] [1800/2904] eta: 0:13:57 lr: 0.002189 loss: 0.1865 (0.1964) loss_rec_all: 0.2124 (0.2222) loss_rec_sfr: 0.2744 (0.2892) loss_cl: -0.2782 (-0.2788) time: 0.7452 data: 0.0003 max mem: 29860 [08:22:41.787468] Epoch: [185] [1820/2904] eta: 0:13:41 lr: 0.002189 loss: 0.1841 (0.1963) loss_rec_all: 0.2105 (0.2222) loss_rec_sfr: 0.2379 (0.2890) loss_cl: -0.2782 (-0.2788) time: 0.7451 data: 0.0003 max mem: 29860 [08:22:56.685345] Epoch: [185] [1840/2904] eta: 0:13:26 lr: 0.002189 loss: 0.1881 (0.1964) loss_rec_all: 0.2140 (0.2222) loss_rec_sfr: 0.2763 (0.2890) loss_cl: -0.2778 (-0.2788) time: 0.7449 data: 0.0002 max mem: 29860 [08:23:11.592394] Epoch: [185] [1860/2904] eta: 0:13:11 lr: 0.002189 loss: 0.1843 (0.1963) loss_rec_all: 0.2106 (0.2221) loss_rec_sfr: 0.2727 (0.2889) loss_cl: -0.2791 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [08:23:26.506870] Epoch: [185] [1880/2904] eta: 0:12:55 lr: 0.002189 loss: 0.1850 (0.1962) loss_rec_all: 0.2115 (0.2221) loss_rec_sfr: 0.2643 (0.2886) loss_cl: -0.2803 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [08:23:41.403724] Epoch: [185] [1900/2904] eta: 0:12:40 lr: 0.002189 loss: 0.1849 (0.1963) loss_rec_all: 0.2112 (0.2221) loss_rec_sfr: 0.2719 (0.2888) loss_cl: -0.2785 (-0.2788) time: 0.7448 data: 0.0002 max mem: 29860 [08:23:56.318830] Epoch: [185] [1920/2904] eta: 0:12:25 lr: 0.002189 loss: 0.1864 (0.1963) loss_rec_all: 0.2127 (0.2222) loss_rec_sfr: 0.2762 (0.2890) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [08:24:11.220984] Epoch: [185] [1940/2904] eta: 0:12:10 lr: 0.002189 loss: 0.1863 (0.1964) loss_rec_all: 0.2122 (0.2222) loss_rec_sfr: 0.2705 (0.2892) loss_cl: -0.2794 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [08:24:26.118246] Epoch: [185] [1960/2904] eta: 0:11:54 lr: 0.002189 loss: 0.1843 (0.1963) loss_rec_all: 0.2103 (0.2222) loss_rec_sfr: 0.2606 (0.2890) loss_cl: -0.2790 (-0.2788) time: 0.7448 data: 0.0002 max mem: 29860 [08:24:41.030750] Epoch: [185] [1980/2904] eta: 0:11:39 lr: 0.002189 loss: 0.1857 (0.1964) loss_rec_all: 0.2119 (0.2222) loss_rec_sfr: 0.2767 (0.2891) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [08:24:55.931459] Epoch: [185] [2000/2904] eta: 0:11:24 lr: 0.002189 loss: 0.1869 (0.1964) loss_rec_all: 0.2132 (0.2222) loss_rec_sfr: 0.2715 (0.2892) loss_cl: -0.2785 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [08:25:10.830020] Epoch: [185] [2020/2904] eta: 0:11:09 lr: 0.002189 loss: 0.1852 (0.1964) loss_rec_all: 0.2115 (0.2222) loss_rec_sfr: 0.2661 (0.2892) loss_cl: -0.2786 (-0.2788) time: 0.7449 data: 0.0002 max mem: 29860 [08:25:25.753026] Epoch: [185] [2040/2904] eta: 0:10:53 lr: 0.002189 loss: 0.1836 (0.1963) loss_rec_all: 0.2095 (0.2222) loss_rec_sfr: 0.2664 (0.2890) loss_cl: -0.2787 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [08:25:40.656595] Epoch: [185] [2060/2904] eta: 0:10:38 lr: 0.002189 loss: 0.1867 (0.1963) loss_rec_all: 0.2126 (0.2222) loss_rec_sfr: 0.2529 (0.2891) loss_cl: -0.2789 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [08:25:55.568643] Epoch: [185] [2080/2904] eta: 0:10:23 lr: 0.002189 loss: 0.1854 (0.1963) loss_rec_all: 0.2117 (0.2222) loss_rec_sfr: 0.2784 (0.2890) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [08:26:10.471710] Epoch: [185] [2100/2904] eta: 0:10:08 lr: 0.002189 loss: 0.1880 (0.1963) loss_rec_all: 0.2140 (0.2221) loss_rec_sfr: 0.2757 (0.2890) loss_cl: -0.2789 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [08:26:25.369844] Epoch: [185] [2120/2904] eta: 0:09:52 lr: 0.002189 loss: 0.1839 (0.1962) loss_rec_all: 0.2099 (0.2221) loss_rec_sfr: 0.2767 (0.2890) loss_cl: -0.2792 (-0.2788) time: 0.7449 data: 0.0002 max mem: 29860 [08:26:40.265905] Epoch: [185] [2140/2904] eta: 0:09:37 lr: 0.002189 loss: 0.1842 (0.1962) loss_rec_all: 0.2102 (0.2221) loss_rec_sfr: 0.2715 (0.2891) loss_cl: -0.2790 (-0.2788) time: 0.7448 data: 0.0002 max mem: 29860 [08:26:55.155081] Epoch: [185] [2160/2904] eta: 0:09:22 lr: 0.002189 loss: 0.1887 (0.1962) loss_rec_all: 0.2149 (0.2221) loss_rec_sfr: 0.2503 (0.2889) loss_cl: -0.2786 (-0.2788) time: 0.7444 data: 0.0002 max mem: 29860 [08:27:10.051860] Epoch: [185] [2180/2904] eta: 0:09:07 lr: 0.002189 loss: 0.1853 (0.1962) loss_rec_all: 0.2116 (0.2221) loss_rec_sfr: 0.2689 (0.2889) loss_cl: -0.2792 (-0.2788) time: 0.7448 data: 0.0002 max mem: 29860 [08:27:24.947125] Epoch: [185] [2200/2904] eta: 0:08:52 lr: 0.002189 loss: 0.1805 (0.1961) loss_rec_all: 0.2069 (0.2220) loss_rec_sfr: 0.2760 (0.2887) loss_cl: -0.2792 (-0.2788) time: 0.7447 data: 0.0002 max mem: 29860 [08:27:39.852563] Epoch: [185] [2220/2904] eta: 0:08:36 lr: 0.002189 loss: 0.1825 (0.1962) loss_rec_all: 0.2087 (0.2220) loss_rec_sfr: 0.2834 (0.2889) loss_cl: -0.2788 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [08:27:54.747863] Epoch: [185] [2240/2904] eta: 0:08:21 lr: 0.002189 loss: 0.1871 (0.1962) loss_rec_all: 0.2130 (0.2221) loss_rec_sfr: 0.2734 (0.2891) loss_cl: -0.2795 (-0.2788) time: 0.7447 data: 0.0002 max mem: 29860 [08:28:09.646150] Epoch: [185] [2260/2904] eta: 0:08:06 lr: 0.002189 loss: 0.1850 (0.1962) loss_rec_all: 0.2108 (0.2220) loss_rec_sfr: 0.2761 (0.2890) loss_cl: -0.2787 (-0.2788) time: 0.7449 data: 0.0002 max mem: 29860 [08:28:24.544275] Epoch: [185] [2280/2904] eta: 0:07:51 lr: 0.002189 loss: 0.1856 (0.1962) loss_rec_all: 0.2116 (0.2220) loss_rec_sfr: 0.2857 (0.2891) loss_cl: -0.2784 (-0.2788) time: 0.7449 data: 0.0002 max mem: 29860 [08:28:39.440409] Epoch: [185] [2300/2904] eta: 0:07:36 lr: 0.002189 loss: 0.1887 (0.1962) loss_rec_all: 0.2148 (0.2220) loss_rec_sfr: 0.2777 (0.2892) loss_cl: -0.2787 (-0.2788) time: 0.7448 data: 0.0002 max mem: 29860 [08:28:54.340547] Epoch: [185] [2320/2904] eta: 0:07:21 lr: 0.002189 loss: 0.1856 (0.1962) loss_rec_all: 0.2122 (0.2220) loss_rec_sfr: 0.2799 (0.2892) loss_cl: -0.2793 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [08:29:09.225154] Epoch: [185] [2340/2904] eta: 0:07:05 lr: 0.002189 loss: 0.1855 (0.1961) loss_rec_all: 0.2114 (0.2220) loss_rec_sfr: 0.2753 (0.2890) loss_cl: -0.2791 (-0.2788) time: 0.7442 data: 0.0002 max mem: 29860 [08:29:24.111360] Epoch: [185] [2360/2904] eta: 0:06:50 lr: 0.002189 loss: 0.1871 (0.1962) loss_rec_all: 0.2131 (0.2220) loss_rec_sfr: 0.2691 (0.2892) loss_cl: -0.2786 (-0.2788) time: 0.7443 data: 0.0002 max mem: 29860 [08:29:39.005975] Epoch: [185] [2380/2904] eta: 0:06:35 lr: 0.002189 loss: 0.1866 (0.1962) loss_rec_all: 0.2126 (0.2221) loss_rec_sfr: 0.2840 (0.2893) loss_cl: -0.2789 (-0.2788) time: 0.7447 data: 0.0002 max mem: 29860 [08:29:53.897168] Epoch: [185] [2400/2904] eta: 0:06:20 lr: 0.002189 loss: 0.1861 (0.1963) loss_rec_all: 0.2122 (0.2221) loss_rec_sfr: 0.2820 (0.2895) loss_cl: -0.2784 (-0.2788) time: 0.7445 data: 0.0002 max mem: 29860 [08:30:08.798664] Epoch: [185] [2420/2904] eta: 0:06:05 lr: 0.002188 loss: 0.1871 (0.1963) loss_rec_all: 0.2128 (0.2221) loss_rec_sfr: 0.2404 (0.2895) loss_cl: -0.2781 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [08:30:23.696130] Epoch: [185] [2440/2904] eta: 0:05:50 lr: 0.002188 loss: 0.1919 (0.1964) loss_rec_all: 0.2178 (0.2222) loss_rec_sfr: 0.2801 (0.2898) loss_cl: -0.2791 (-0.2788) time: 0.7448 data: 0.0002 max mem: 29860 [08:30:38.607864] Epoch: [185] [2460/2904] eta: 0:05:35 lr: 0.002188 loss: 0.1851 (0.1964) loss_rec_all: 0.2116 (0.2222) loss_rec_sfr: 0.2685 (0.2898) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [08:30:53.507794] Epoch: [185] [2480/2904] eta: 0:05:19 lr: 0.002188 loss: 0.1849 (0.1963) loss_rec_all: 0.2108 (0.2222) loss_rec_sfr: 0.2677 (0.2897) loss_cl: -0.2794 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [08:31:08.395889] Epoch: [185] [2500/2904] eta: 0:05:04 lr: 0.002188 loss: 0.1900 (0.1964) loss_rec_all: 0.2157 (0.2223) loss_rec_sfr: 0.2743 (0.2900) loss_cl: -0.2789 (-0.2788) time: 0.7444 data: 0.0002 max mem: 29860 [08:31:23.282439] Epoch: [185] [2520/2904] eta: 0:04:49 lr: 0.002188 loss: 0.1964 (0.1965) loss_rec_all: 0.2220 (0.2223) loss_rec_sfr: 0.2925 (0.2903) loss_cl: -0.2787 (-0.2788) time: 0.7443 data: 0.0002 max mem: 29860 [08:31:38.170654] Epoch: [185] [2540/2904] eta: 0:04:34 lr: 0.002188 loss: 0.1829 (0.1965) loss_rec_all: 0.2087 (0.2224) loss_rec_sfr: 0.2744 (0.2905) loss_cl: -0.2789 (-0.2788) time: 0.7444 data: 0.0002 max mem: 29860 [08:31:53.060604] Epoch: [185] [2560/2904] eta: 0:04:19 lr: 0.002188 loss: 0.1858 (0.1965) loss_rec_all: 0.2120 (0.2224) loss_rec_sfr: 0.2628 (0.2903) loss_cl: -0.2793 (-0.2788) time: 0.7445 data: 0.0002 max mem: 29860 [08:32:07.952999] Epoch: [185] [2580/2904] eta: 0:04:04 lr: 0.002188 loss: 0.1884 (0.1965) loss_rec_all: 0.2143 (0.2224) loss_rec_sfr: 0.2768 (0.2903) loss_cl: -0.2803 (-0.2788) time: 0.7446 data: 0.0002 max mem: 29860 [08:32:22.844234] Epoch: [185] [2600/2904] eta: 0:03:49 lr: 0.002188 loss: 0.1889 (0.1966) loss_rec_all: 0.2145 (0.2224) loss_rec_sfr: 0.2836 (0.2905) loss_cl: -0.2778 (-0.2788) time: 0.7445 data: 0.0002 max mem: 29860 [08:32:37.738968] Epoch: [185] [2620/2904] eta: 0:03:34 lr: 0.002188 loss: 0.1891 (0.1966) loss_rec_all: 0.2150 (0.2224) loss_rec_sfr: 0.2648 (0.2905) loss_cl: -0.2791 (-0.2788) time: 0.7447 data: 0.0002 max mem: 29860 [08:32:52.632281] Epoch: [185] [2640/2904] eta: 0:03:19 lr: 0.002188 loss: 0.1863 (0.1966) loss_rec_all: 0.2121 (0.2224) loss_rec_sfr: 0.2784 (0.2906) loss_cl: -0.2785 (-0.2788) time: 0.7446 data: 0.0002 max mem: 29860 [08:33:07.520788] Epoch: [185] [2660/2904] eta: 0:03:03 lr: 0.002188 loss: 0.1811 (0.1965) loss_rec_all: 0.2072 (0.2224) loss_rec_sfr: 0.2663 (0.2903) loss_cl: -0.2792 (-0.2788) time: 0.7444 data: 0.0002 max mem: 29860 [08:33:22.412118] Epoch: [185] [2680/2904] eta: 0:02:48 lr: 0.002188 loss: 0.1855 (0.1965) loss_rec_all: 0.2115 (0.2224) loss_rec_sfr: 0.2731 (0.2904) loss_cl: -0.2793 (-0.2788) time: 0.7445 data: 0.0002 max mem: 29860 [08:33:37.301533] Epoch: [185] [2700/2904] eta: 0:02:33 lr: 0.002188 loss: 0.1827 (0.1965) loss_rec_all: 0.2088 (0.2223) loss_rec_sfr: 0.2689 (0.2903) loss_cl: -0.2792 (-0.2788) time: 0.7444 data: 0.0002 max mem: 29860 [08:33:52.191086] Epoch: [185] [2720/2904] eta: 0:02:18 lr: 0.002188 loss: 0.1859 (0.1964) loss_rec_all: 0.2117 (0.2223) loss_rec_sfr: 0.2705 (0.2901) loss_cl: -0.2782 (-0.2788) time: 0.7444 data: 0.0002 max mem: 29860 [08:34:07.099414] Epoch: [185] [2740/2904] eta: 0:02:03 lr: 0.002188 loss: 0.1864 (0.1964) loss_rec_all: 0.2129 (0.2223) loss_rec_sfr: 0.2663 (0.2900) loss_cl: -0.2784 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [08:34:21.999613] Epoch: [185] [2760/2904] eta: 0:01:48 lr: 0.002188 loss: 0.1839 (0.1964) loss_rec_all: 0.2099 (0.2223) loss_rec_sfr: 0.2654 (0.2900) loss_cl: -0.2793 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [08:34:36.888778] Epoch: [185] [2780/2904] eta: 0:01:33 lr: 0.002188 loss: 0.1847 (0.1963) loss_rec_all: 0.2106 (0.2222) loss_rec_sfr: 0.2680 (0.2898) loss_cl: -0.2789 (-0.2788) time: 0.7444 data: 0.0002 max mem: 29860 [08:34:51.785806] Epoch: [185] [2800/2904] eta: 0:01:18 lr: 0.002188 loss: 0.1842 (0.1963) loss_rec_all: 0.2104 (0.2222) loss_rec_sfr: 0.2649 (0.2896) loss_cl: -0.2791 (-0.2788) time: 0.7448 data: 0.0002 max mem: 29860 [08:35:06.685904] Epoch: [185] [2820/2904] eta: 0:01:03 lr: 0.002188 loss: 0.1872 (0.1962) loss_rec_all: 0.2129 (0.2221) loss_rec_sfr: 0.2768 (0.2895) loss_cl: -0.2789 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [08:35:21.652185] Epoch: [185] [2840/2904] eta: 0:00:48 lr: 0.002188 loss: 0.1908 (0.1963) loss_rec_all: 0.2167 (0.2221) loss_rec_sfr: 0.2674 (0.2895) loss_cl: -0.2788 (-0.2788) time: 0.7483 data: 0.0026 max mem: 29860 [08:35:36.540291] Epoch: [185] [2860/2904] eta: 0:00:33 lr: 0.002188 loss: 0.1877 (0.1963) loss_rec_all: 0.2136 (0.2222) loss_rec_sfr: 0.2819 (0.2896) loss_cl: -0.2795 (-0.2788) time: 0.7444 data: 0.0001 max mem: 29860 [08:35:51.435358] Epoch: [185] [2880/2904] eta: 0:00:18 lr: 0.002188 loss: 0.1844 (0.1963) loss_rec_all: 0.2102 (0.2222) loss_rec_sfr: 0.2629 (0.2896) loss_cl: -0.2779 (-0.2788) time: 0.7447 data: 0.0001 max mem: 29860 [08:36:06.324764] Epoch: [185] [2900/2904] eta: 0:00:03 lr: 0.002188 loss: 0.1884 (0.1963) loss_rec_all: 0.2144 (0.2222) loss_rec_sfr: 0.2675 (0.2897) loss_cl: -0.2785 (-0.2788) time: 0.7444 data: 0.0001 max mem: 29860 [08:36:08.565953] Epoch: [185] [2903/2904] eta: 0:00:00 lr: 0.002188 loss: 0.1913 (0.1963) loss_rec_all: 0.2173 (0.2222) loss_rec_sfr: 0.2724 (0.2896) loss_cl: -0.2789 (-0.2788) time: 0.7445 data: 0.0001 max mem: 29860 [08:36:10.817570] Epoch: [185] Total time: 0:36:29 (0.7540 s / it) [08:36:10.820253] Averaged stats: lr: 0.002188 loss: 0.1913 (0.1988) loss_rec_all: 0.2173 (0.2223) loss_rec_sfr: 0.2724 (0.2901) loss_cl: -0.2789 (-0.2555) [08:36:10.825310] log_dir: ./checkpoint/VF2_ViT-B [08:36:29.402699] Epoch: [186] [ 0/2904] eta: 14:59:04 lr: 0.002188 loss: 0.2516 (0.2516) loss_rec_all: 0.2762 (0.2762) loss_rec_sfr: 0.4817 (0.4817) loss_cl: -0.2790 (-0.2790) time: 18.5761 data: 16.1218 max mem: 29860 [08:36:44.805889] Epoch: [186] [ 20/2904] eta: 1:17:46 lr: 0.002188 loss: 0.1901 (0.2076) loss_rec_all: 0.2158 (0.2333) loss_rec_sfr: 0.2649 (0.3222) loss_cl: -0.2793 (-0.2792) time: 0.7701 data: 0.0176 max mem: 29860 [08:36:59.683523] Epoch: [186] [ 40/2904] eta: 0:56:52 lr: 0.002188 loss: 0.1872 (0.2018) loss_rec_all: 0.2130 (0.2276) loss_rec_sfr: 0.2670 (0.3027) loss_cl: -0.2788 (-0.2790) time: 0.7438 data: 0.0002 max mem: 29860 [08:37:14.580983] Epoch: [186] [ 60/2904] eta: 0:49:32 lr: 0.002188 loss: 0.1861 (0.2007) loss_rec_all: 0.2122 (0.2266) loss_rec_sfr: 0.2384 (0.2947) loss_cl: -0.2786 (-0.2789) time: 0.7448 data: 0.0002 max mem: 29860 [08:37:29.506519] Epoch: [186] [ 80/2904] eta: 0:45:42 lr: 0.002188 loss: 0.1838 (0.2008) loss_rec_all: 0.2099 (0.2266) loss_rec_sfr: 0.2790 (0.2990) loss_cl: -0.2782 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [08:37:44.458267] Epoch: [186] [ 100/2904] eta: 0:43:19 lr: 0.002188 loss: 0.1844 (0.1992) loss_rec_all: 0.2110 (0.2250) loss_rec_sfr: 0.2714 (0.2958) loss_cl: -0.2786 (-0.2787) time: 0.7475 data: 0.0004 max mem: 29860 [08:37:59.392830] Epoch: [186] [ 120/2904] eta: 0:41:37 lr: 0.002188 loss: 0.1848 (0.1982) loss_rec_all: 0.2108 (0.2240) loss_rec_sfr: 0.2697 (0.2937) loss_cl: -0.2793 (-0.2788) time: 0.7467 data: 0.0003 max mem: 29860 [08:38:14.329635] Epoch: [186] [ 140/2904] eta: 0:40:20 lr: 0.002188 loss: 0.1867 (0.1974) loss_rec_all: 0.2129 (0.2232) loss_rec_sfr: 0.2743 (0.2914) loss_cl: -0.2795 (-0.2789) time: 0.7468 data: 0.0003 max mem: 29860 [08:38:29.277075] Epoch: [186] [ 160/2904] eta: 0:39:19 lr: 0.002188 loss: 0.1926 (0.1975) loss_rec_all: 0.2185 (0.2234) loss_rec_sfr: 0.2694 (0.2911) loss_cl: -0.2784 (-0.2788) time: 0.7473 data: 0.0002 max mem: 29860 [08:38:44.216736] Epoch: [186] [ 180/2904] eta: 0:38:28 lr: 0.002188 loss: 0.1848 (0.1969) loss_rec_all: 0.2112 (0.2228) loss_rec_sfr: 0.2669 (0.2884) loss_cl: -0.2785 (-0.2787) time: 0.7469 data: 0.0003 max mem: 29860 [08:38:59.158403] Epoch: [186] [ 200/2904] eta: 0:37:44 lr: 0.002188 loss: 0.1910 (0.1970) loss_rec_all: 0.2171 (0.2229) loss_rec_sfr: 0.2768 (0.2890) loss_cl: -0.2798 (-0.2789) time: 0.7470 data: 0.0002 max mem: 29860 [08:39:14.107901] Epoch: [186] [ 220/2904] eta: 0:37:05 lr: 0.002188 loss: 0.1851 (0.1970) loss_rec_all: 0.2114 (0.2229) loss_rec_sfr: 0.2611 (0.2895) loss_cl: -0.2791 (-0.2789) time: 0.7474 data: 0.0002 max mem: 29860 [08:39:29.043077] Epoch: [186] [ 240/2904] eta: 0:36:30 lr: 0.002188 loss: 0.1907 (0.1975) loss_rec_all: 0.2167 (0.2234) loss_rec_sfr: 0.2837 (0.2917) loss_cl: -0.2781 (-0.2788) time: 0.7467 data: 0.0003 max mem: 29860 [08:39:43.984067] Epoch: [186] [ 260/2904] eta: 0:35:59 lr: 0.002188 loss: 0.1853 (0.1977) loss_rec_all: 0.2116 (0.2236) loss_rec_sfr: 0.2687 (0.2927) loss_cl: -0.2778 (-0.2787) time: 0.7470 data: 0.0003 max mem: 29860 [08:39:58.920241] Epoch: [186] [ 280/2904] eta: 0:35:29 lr: 0.002188 loss: 0.1859 (0.1973) loss_rec_all: 0.2119 (0.2231) loss_rec_sfr: 0.2576 (0.2915) loss_cl: -0.2787 (-0.2787) time: 0.7467 data: 0.0002 max mem: 29860 [08:40:13.861267] Epoch: [186] [ 300/2904] eta: 0:35:02 lr: 0.002188 loss: 0.1870 (0.1971) loss_rec_all: 0.2129 (0.2229) loss_rec_sfr: 0.2700 (0.2905) loss_cl: -0.2797 (-0.2788) time: 0.7470 data: 0.0003 max mem: 29860 [08:40:28.791397] Epoch: [186] [ 320/2904] eta: 0:34:36 lr: 0.002188 loss: 0.1930 (0.1980) loss_rec_all: 0.2191 (0.2238) loss_rec_sfr: 0.2827 (0.2932) loss_cl: -0.2790 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [08:40:43.723341] Epoch: [186] [ 340/2904] eta: 0:34:11 lr: 0.002188 loss: 0.1818 (0.1974) loss_rec_all: 0.2083 (0.2232) loss_rec_sfr: 0.2403 (0.2909) loss_cl: -0.2787 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [08:40:58.669958] Epoch: [186] [ 360/2904] eta: 0:33:48 lr: 0.002188 loss: 0.1834 (0.1968) loss_rec_all: 0.2092 (0.2227) loss_rec_sfr: 0.2671 (0.2897) loss_cl: -0.2786 (-0.2788) time: 0.7473 data: 0.0002 max mem: 29860 [08:41:13.598257] Epoch: [186] [ 380/2904] eta: 0:33:25 lr: 0.002188 loss: 0.1858 (0.1969) loss_rec_all: 0.2119 (0.2227) loss_rec_sfr: 0.2754 (0.2902) loss_cl: -0.2784 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [08:41:28.527949] Epoch: [186] [ 400/2904] eta: 0:33:03 lr: 0.002188 loss: 0.1860 (0.1966) loss_rec_all: 0.2121 (0.2225) loss_rec_sfr: 0.2565 (0.2894) loss_cl: -0.2786 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [08:41:43.452294] Epoch: [186] [ 420/2904] eta: 0:32:42 lr: 0.002188 loss: 0.1869 (0.1969) loss_rec_all: 0.2131 (0.2227) loss_rec_sfr: 0.2776 (0.2903) loss_cl: -0.2789 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [08:41:58.382534] Epoch: [186] [ 440/2904] eta: 0:32:21 lr: 0.002188 loss: 0.1820 (0.1968) loss_rec_all: 0.2083 (0.2227) loss_rec_sfr: 0.2723 (0.2899) loss_cl: -0.2797 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [08:42:13.311311] Epoch: [186] [ 460/2904] eta: 0:32:01 lr: 0.002188 loss: 0.1889 (0.1965) loss_rec_all: 0.2147 (0.2223) loss_rec_sfr: 0.2679 (0.2887) loss_cl: -0.2789 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [08:42:28.232335] Epoch: [186] [ 480/2904] eta: 0:31:41 lr: 0.002188 loss: 0.1862 (0.1968) loss_rec_all: 0.2121 (0.2227) loss_rec_sfr: 0.2768 (0.2903) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [08:42:43.161047] Epoch: [186] [ 500/2904] eta: 0:31:22 lr: 0.002188 loss: 0.1931 (0.1970) loss_rec_all: 0.2190 (0.2228) loss_rec_sfr: 0.2800 (0.2908) loss_cl: -0.2781 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [08:42:58.086870] Epoch: [186] [ 520/2904] eta: 0:31:03 lr: 0.002188 loss: 0.1843 (0.1972) loss_rec_all: 0.2104 (0.2231) loss_rec_sfr: 0.2689 (0.2915) loss_cl: -0.2782 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [08:43:13.018141] Epoch: [186] [ 540/2904] eta: 0:30:44 lr: 0.002187 loss: 0.1898 (0.1972) loss_rec_all: 0.2159 (0.2231) loss_rec_sfr: 0.2624 (0.2914) loss_cl: -0.2794 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [08:43:27.946623] Epoch: [186] [ 560/2904] eta: 0:30:26 lr: 0.002187 loss: 0.1849 (0.1970) loss_rec_all: 0.2107 (0.2229) loss_rec_sfr: 0.2580 (0.2906) loss_cl: -0.2795 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [08:43:42.876487] Epoch: [186] [ 580/2904] eta: 0:30:08 lr: 0.002187 loss: 0.1873 (0.1969) loss_rec_all: 0.2137 (0.2227) loss_rec_sfr: 0.2526 (0.2900) loss_cl: -0.2794 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [08:43:57.803699] Epoch: [186] [ 600/2904] eta: 0:29:50 lr: 0.002187 loss: 0.1884 (0.1969) loss_rec_all: 0.2142 (0.2228) loss_rec_sfr: 0.2789 (0.2904) loss_cl: -0.2783 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [08:44:12.727319] Epoch: [186] [ 620/2904] eta: 0:29:32 lr: 0.002187 loss: 0.1849 (0.1968) loss_rec_all: 0.2109 (0.2226) loss_rec_sfr: 0.2735 (0.2899) loss_cl: -0.2788 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [08:44:27.649440] Epoch: [186] [ 640/2904] eta: 0:29:14 lr: 0.002187 loss: 0.1857 (0.1968) loss_rec_all: 0.2115 (0.2226) loss_rec_sfr: 0.2695 (0.2902) loss_cl: -0.2785 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [08:44:42.577226] Epoch: [186] [ 660/2904] eta: 0:28:57 lr: 0.002187 loss: 0.1862 (0.1968) loss_rec_all: 0.2124 (0.2226) loss_rec_sfr: 0.2710 (0.2902) loss_cl: -0.2792 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [08:44:57.501096] Epoch: [186] [ 680/2904] eta: 0:28:39 lr: 0.002187 loss: 0.1846 (0.1968) loss_rec_all: 0.2104 (0.2227) loss_rec_sfr: 0.2747 (0.2905) loss_cl: -0.2783 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [08:45:12.425685] Epoch: [186] [ 700/2904] eta: 0:28:22 lr: 0.002187 loss: 0.1863 (0.1970) loss_rec_all: 0.2124 (0.2228) loss_rec_sfr: 0.2639 (0.2908) loss_cl: -0.2788 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [08:45:27.351061] Epoch: [186] [ 720/2904] eta: 0:28:05 lr: 0.002187 loss: 0.1842 (0.1966) loss_rec_all: 0.2102 (0.2225) loss_rec_sfr: 0.2726 (0.2900) loss_cl: -0.2784 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [08:45:42.270396] Epoch: [186] [ 740/2904] eta: 0:27:48 lr: 0.002187 loss: 0.1850 (0.1966) loss_rec_all: 0.2108 (0.2224) loss_rec_sfr: 0.2800 (0.2899) loss_cl: -0.2781 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [08:45:57.199352] Epoch: [186] [ 760/2904] eta: 0:27:31 lr: 0.002187 loss: 0.1861 (0.1967) loss_rec_all: 0.2121 (0.2225) loss_rec_sfr: 0.2670 (0.2902) loss_cl: -0.2783 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [08:46:12.121513] Epoch: [186] [ 780/2904] eta: 0:27:15 lr: 0.002187 loss: 0.1890 (0.1967) loss_rec_all: 0.2151 (0.2225) loss_rec_sfr: 0.2760 (0.2903) loss_cl: -0.2789 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [08:46:27.044053] Epoch: [186] [ 800/2904] eta: 0:26:58 lr: 0.002187 loss: 0.1880 (0.1967) loss_rec_all: 0.2144 (0.2225) loss_rec_sfr: 0.2695 (0.2902) loss_cl: -0.2792 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [08:46:41.969304] Epoch: [186] [ 820/2904] eta: 0:26:41 lr: 0.002187 loss: 0.1904 (0.1968) loss_rec_all: 0.2164 (0.2226) loss_rec_sfr: 0.2721 (0.2906) loss_cl: -0.2790 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [08:46:56.894752] Epoch: [186] [ 840/2904] eta: 0:26:25 lr: 0.002187 loss: 0.1864 (0.1967) loss_rec_all: 0.2129 (0.2225) loss_rec_sfr: 0.2581 (0.2902) loss_cl: -0.2789 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [08:47:11.826420] Epoch: [186] [ 860/2904] eta: 0:26:09 lr: 0.002187 loss: 0.1863 (0.1967) loss_rec_all: 0.2123 (0.2225) loss_rec_sfr: 0.2663 (0.2899) loss_cl: -0.2788 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [08:47:26.757810] Epoch: [186] [ 880/2904] eta: 0:25:52 lr: 0.002187 loss: 0.1837 (0.1965) loss_rec_all: 0.2096 (0.2224) loss_rec_sfr: 0.2846 (0.2900) loss_cl: -0.2793 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [08:47:41.684868] Epoch: [186] [ 900/2904] eta: 0:25:36 lr: 0.002187 loss: 0.1852 (0.1967) loss_rec_all: 0.2115 (0.2226) loss_rec_sfr: 0.2782 (0.2905) loss_cl: -0.2787 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [08:47:56.607200] Epoch: [186] [ 920/2904] eta: 0:25:20 lr: 0.002187 loss: 0.1862 (0.1967) loss_rec_all: 0.2125 (0.2226) loss_rec_sfr: 0.2465 (0.2905) loss_cl: -0.2783 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [08:48:11.535629] Epoch: [186] [ 940/2904] eta: 0:25:04 lr: 0.002187 loss: 0.1852 (0.1966) loss_rec_all: 0.2113 (0.2225) loss_rec_sfr: 0.2717 (0.2901) loss_cl: -0.2789 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [08:48:26.453108] Epoch: [186] [ 960/2904] eta: 0:24:48 lr: 0.002187 loss: 0.1893 (0.1967) loss_rec_all: 0.2151 (0.2226) loss_rec_sfr: 0.2866 (0.2909) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [08:48:41.380133] Epoch: [186] [ 980/2904] eta: 0:24:31 lr: 0.002187 loss: 0.1890 (0.1969) loss_rec_all: 0.2153 (0.2227) loss_rec_sfr: 0.2664 (0.2912) loss_cl: -0.2789 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [08:48:56.303699] Epoch: [186] [1000/2904] eta: 0:24:15 lr: 0.002187 loss: 0.1833 (0.1968) loss_rec_all: 0.2096 (0.2226) loss_rec_sfr: 0.2606 (0.2910) loss_cl: -0.2789 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [08:49:11.223520] Epoch: [186] [1020/2904] eta: 0:23:59 lr: 0.002187 loss: 0.1861 (0.1967) loss_rec_all: 0.2122 (0.2226) loss_rec_sfr: 0.2606 (0.2908) loss_cl: -0.2793 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [08:49:26.144017] Epoch: [186] [1040/2904] eta: 0:23:43 lr: 0.002187 loss: 0.1880 (0.1968) loss_rec_all: 0.2142 (0.2226) loss_rec_sfr: 0.2678 (0.2910) loss_cl: -0.2791 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [08:49:41.080155] Epoch: [186] [1060/2904] eta: 0:23:28 lr: 0.002187 loss: 0.1857 (0.1969) loss_rec_all: 0.2117 (0.2227) loss_rec_sfr: 0.2688 (0.2914) loss_cl: -0.2790 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [08:49:56.004019] Epoch: [186] [1080/2904] eta: 0:23:12 lr: 0.002187 loss: 0.1869 (0.1970) loss_rec_all: 0.2129 (0.2229) loss_rec_sfr: 0.2719 (0.2918) loss_cl: -0.2784 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [08:50:10.927486] Epoch: [186] [1100/2904] eta: 0:22:56 lr: 0.002187 loss: 0.1895 (0.1970) loss_rec_all: 0.2157 (0.2228) loss_rec_sfr: 0.2709 (0.2918) loss_cl: -0.2780 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [08:50:25.846675] Epoch: [186] [1120/2904] eta: 0:22:40 lr: 0.002187 loss: 0.1866 (0.1969) loss_rec_all: 0.2126 (0.2228) loss_rec_sfr: 0.2711 (0.2915) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [08:50:40.767230] Epoch: [186] [1140/2904] eta: 0:22:24 lr: 0.002187 loss: 0.1845 (0.1970) loss_rec_all: 0.2109 (0.2228) loss_rec_sfr: 0.2688 (0.2915) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [08:50:55.693213] Epoch: [186] [1160/2904] eta: 0:22:09 lr: 0.002187 loss: 0.1854 (0.1970) loss_rec_all: 0.2114 (0.2228) loss_rec_sfr: 0.2717 (0.2917) loss_cl: -0.2791 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [08:51:10.620239] Epoch: [186] [1180/2904] eta: 0:21:53 lr: 0.002187 loss: 0.1885 (0.1970) loss_rec_all: 0.2146 (0.2228) loss_rec_sfr: 0.2623 (0.2915) loss_cl: -0.2793 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [08:51:25.547769] Epoch: [186] [1200/2904] eta: 0:21:37 lr: 0.002187 loss: 0.1844 (0.1969) loss_rec_all: 0.2109 (0.2227) loss_rec_sfr: 0.2691 (0.2913) loss_cl: -0.2781 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [08:51:40.476413] Epoch: [186] [1220/2904] eta: 0:21:22 lr: 0.002187 loss: 0.1851 (0.1969) loss_rec_all: 0.2109 (0.2227) loss_rec_sfr: 0.2652 (0.2911) loss_cl: -0.2779 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [08:51:55.394154] Epoch: [186] [1240/2904] eta: 0:21:06 lr: 0.002187 loss: 0.1894 (0.1970) loss_rec_all: 0.2154 (0.2229) loss_rec_sfr: 0.2701 (0.2914) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [08:52:10.322827] Epoch: [186] [1260/2904] eta: 0:20:50 lr: 0.002187 loss: 0.1825 (0.1970) loss_rec_all: 0.2088 (0.2229) loss_rec_sfr: 0.2802 (0.2916) loss_cl: -0.2799 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [08:52:25.251517] Epoch: [186] [1280/2904] eta: 0:20:35 lr: 0.002187 loss: 0.1987 (0.1973) loss_rec_all: 0.2248 (0.2231) loss_rec_sfr: 0.2798 (0.2924) loss_cl: -0.2790 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [08:52:40.188754] Epoch: [186] [1300/2904] eta: 0:20:19 lr: 0.002187 loss: 0.1847 (0.1972) loss_rec_all: 0.2105 (0.2231) loss_rec_sfr: 0.2623 (0.2923) loss_cl: -0.2783 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [08:52:55.123243] Epoch: [186] [1320/2904] eta: 0:20:04 lr: 0.002187 loss: 0.1902 (0.1973) loss_rec_all: 0.2163 (0.2231) loss_rec_sfr: 0.2698 (0.2926) loss_cl: -0.2782 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [08:53:10.055350] Epoch: [186] [1340/2904] eta: 0:19:48 lr: 0.002187 loss: 0.1875 (0.1973) loss_rec_all: 0.2133 (0.2232) loss_rec_sfr: 0.2713 (0.2926) loss_cl: -0.2788 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [08:53:24.988336] Epoch: [186] [1360/2904] eta: 0:19:33 lr: 0.002187 loss: 0.1857 (0.1973) loss_rec_all: 0.2114 (0.2231) loss_rec_sfr: 0.2698 (0.2926) loss_cl: -0.2794 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [08:53:39.919654] Epoch: [186] [1380/2904] eta: 0:19:17 lr: 0.002187 loss: 0.1863 (0.1974) loss_rec_all: 0.2122 (0.2232) loss_rec_sfr: 0.2738 (0.2928) loss_cl: -0.2788 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [08:53:54.848507] Epoch: [186] [1400/2904] eta: 0:19:02 lr: 0.002187 loss: 0.1870 (0.1975) loss_rec_all: 0.2128 (0.2233) loss_rec_sfr: 0.2631 (0.2931) loss_cl: -0.2787 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [08:54:09.776393] Epoch: [186] [1420/2904] eta: 0:18:46 lr: 0.002187 loss: 0.1881 (0.1974) loss_rec_all: 0.2140 (0.2232) loss_rec_sfr: 0.2627 (0.2929) loss_cl: -0.2781 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [08:54:24.704660] Epoch: [186] [1440/2904] eta: 0:18:31 lr: 0.002187 loss: 0.1866 (0.1974) loss_rec_all: 0.2129 (0.2232) loss_rec_sfr: 0.2757 (0.2929) loss_cl: -0.2788 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [08:54:39.628909] Epoch: [186] [1460/2904] eta: 0:18:15 lr: 0.002187 loss: 0.1860 (0.1974) loss_rec_all: 0.2119 (0.2232) loss_rec_sfr: 0.2598 (0.2927) loss_cl: -0.2790 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [08:54:54.556421] Epoch: [186] [1480/2904] eta: 0:18:00 lr: 0.002187 loss: 0.1887 (0.1973) loss_rec_all: 0.2143 (0.2231) loss_rec_sfr: 0.2480 (0.2924) loss_cl: -0.2787 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [08:55:09.486613] Epoch: [186] [1500/2904] eta: 0:17:45 lr: 0.002187 loss: 0.1882 (0.1973) loss_rec_all: 0.2139 (0.2231) loss_rec_sfr: 0.2678 (0.2924) loss_cl: -0.2784 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [08:55:24.417062] Epoch: [186] [1520/2904] eta: 0:17:29 lr: 0.002187 loss: 0.1826 (0.1972) loss_rec_all: 0.2090 (0.2231) loss_rec_sfr: 0.2343 (0.2921) loss_cl: -0.2789 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [08:55:39.351256] Epoch: [186] [1540/2904] eta: 0:17:14 lr: 0.002187 loss: 0.1853 (0.1972) loss_rec_all: 0.2116 (0.2231) loss_rec_sfr: 0.2657 (0.2920) loss_cl: -0.2790 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [08:55:54.277732] Epoch: [186] [1560/2904] eta: 0:16:58 lr: 0.002186 loss: 0.1846 (0.1972) loss_rec_all: 0.2107 (0.2230) loss_rec_sfr: 0.2625 (0.2917) loss_cl: -0.2800 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [08:56:09.204923] Epoch: [186] [1580/2904] eta: 0:16:43 lr: 0.002186 loss: 0.1878 (0.1972) loss_rec_all: 0.2141 (0.2230) loss_rec_sfr: 0.2337 (0.2916) loss_cl: -0.2789 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [08:56:24.129446] Epoch: [186] [1600/2904] eta: 0:16:28 lr: 0.002186 loss: 0.1831 (0.1971) loss_rec_all: 0.2093 (0.2229) loss_rec_sfr: 0.2350 (0.2913) loss_cl: -0.2789 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [08:56:39.059634] Epoch: [186] [1620/2904] eta: 0:16:12 lr: 0.002186 loss: 0.1869 (0.1970) loss_rec_all: 0.2128 (0.2229) loss_rec_sfr: 0.2644 (0.2911) loss_cl: -0.2791 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [08:56:53.984821] Epoch: [186] [1640/2904] eta: 0:15:57 lr: 0.002186 loss: 0.1871 (0.1971) loss_rec_all: 0.2134 (0.2230) loss_rec_sfr: 0.2759 (0.2914) loss_cl: -0.2784 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [08:57:08.911623] Epoch: [186] [1660/2904] eta: 0:15:42 lr: 0.002186 loss: 0.1843 (0.1971) loss_rec_all: 0.2106 (0.2229) loss_rec_sfr: 0.2669 (0.2912) loss_cl: -0.2786 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [08:57:23.836003] Epoch: [186] [1680/2904] eta: 0:15:26 lr: 0.002186 loss: 0.1829 (0.1970) loss_rec_all: 0.2092 (0.2229) loss_rec_sfr: 0.2653 (0.2910) loss_cl: -0.2787 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [08:57:38.762604] Epoch: [186] [1700/2904] eta: 0:15:11 lr: 0.002186 loss: 0.1892 (0.1971) loss_rec_all: 0.2151 (0.2229) loss_rec_sfr: 0.2879 (0.2913) loss_cl: -0.2794 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [08:57:53.691395] Epoch: [186] [1720/2904] eta: 0:14:56 lr: 0.002186 loss: 0.1849 (0.1972) loss_rec_all: 0.2113 (0.2230) loss_rec_sfr: 0.2735 (0.2916) loss_cl: -0.2790 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [08:58:08.614009] Epoch: [186] [1740/2904] eta: 0:14:40 lr: 0.002186 loss: 0.1865 (0.1971) loss_rec_all: 0.2126 (0.2229) loss_rec_sfr: 0.2813 (0.2915) loss_cl: -0.2778 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [08:58:23.543958] Epoch: [186] [1760/2904] eta: 0:14:25 lr: 0.002186 loss: 0.1882 (0.1972) loss_rec_all: 0.2139 (0.2230) loss_rec_sfr: 0.2898 (0.2920) loss_cl: -0.2785 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [08:58:38.472046] Epoch: [186] [1780/2904] eta: 0:14:10 lr: 0.002186 loss: 0.1822 (0.1971) loss_rec_all: 0.2084 (0.2230) loss_rec_sfr: 0.2319 (0.2917) loss_cl: -0.2789 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [08:58:53.399201] Epoch: [186] [1800/2904] eta: 0:13:55 lr: 0.002186 loss: 0.1832 (0.1971) loss_rec_all: 0.2094 (0.2229) loss_rec_sfr: 0.2827 (0.2917) loss_cl: -0.2794 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [08:59:08.327268] Epoch: [186] [1820/2904] eta: 0:13:39 lr: 0.002186 loss: 0.1839 (0.1970) loss_rec_all: 0.2101 (0.2228) loss_rec_sfr: 0.2696 (0.2913) loss_cl: -0.2797 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [08:59:23.255639] Epoch: [186] [1840/2904] eta: 0:13:24 lr: 0.002186 loss: 0.1884 (0.1970) loss_rec_all: 0.2147 (0.2229) loss_rec_sfr: 0.2685 (0.2915) loss_cl: -0.2792 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [08:59:38.179279] Epoch: [186] [1860/2904] eta: 0:13:09 lr: 0.002186 loss: 0.1859 (0.1970) loss_rec_all: 0.2118 (0.2229) loss_rec_sfr: 0.2663 (0.2915) loss_cl: -0.2784 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [08:59:53.101058] Epoch: [186] [1880/2904] eta: 0:12:54 lr: 0.002186 loss: 0.1881 (0.1971) loss_rec_all: 0.2141 (0.2229) loss_rec_sfr: 0.2807 (0.2917) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [09:00:08.020653] Epoch: [186] [1900/2904] eta: 0:12:39 lr: 0.002186 loss: 0.1839 (0.1970) loss_rec_all: 0.2097 (0.2228) loss_rec_sfr: 0.2759 (0.2917) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [09:00:22.945319] Epoch: [186] [1920/2904] eta: 0:12:23 lr: 0.002186 loss: 0.1855 (0.1970) loss_rec_all: 0.2118 (0.2228) loss_rec_sfr: 0.2637 (0.2916) loss_cl: -0.2784 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [09:00:37.869701] Epoch: [186] [1940/2904] eta: 0:12:08 lr: 0.002186 loss: 0.1837 (0.1969) loss_rec_all: 0.2096 (0.2227) loss_rec_sfr: 0.2660 (0.2912) loss_cl: -0.2791 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [09:00:52.797289] Epoch: [186] [1960/2904] eta: 0:11:53 lr: 0.002186 loss: 0.1883 (0.1969) loss_rec_all: 0.2145 (0.2228) loss_rec_sfr: 0.2845 (0.2914) loss_cl: -0.2791 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [09:01:07.721591] Epoch: [186] [1980/2904] eta: 0:11:38 lr: 0.002186 loss: 0.1831 (0.1969) loss_rec_all: 0.2095 (0.2228) loss_rec_sfr: 0.2634 (0.2914) loss_cl: -0.2792 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [09:01:22.645328] Epoch: [186] [2000/2904] eta: 0:11:22 lr: 0.002186 loss: 0.1860 (0.1970) loss_rec_all: 0.2124 (0.2228) loss_rec_sfr: 0.2881 (0.2916) loss_cl: -0.2788 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [09:01:37.581873] Epoch: [186] [2020/2904] eta: 0:11:07 lr: 0.002186 loss: 0.1842 (0.1969) loss_rec_all: 0.2106 (0.2227) loss_rec_sfr: 0.2460 (0.2913) loss_cl: -0.2796 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [09:01:52.516834] Epoch: [186] [2040/2904] eta: 0:10:52 lr: 0.002186 loss: 0.1887 (0.1969) loss_rec_all: 0.2148 (0.2227) loss_rec_sfr: 0.2391 (0.2912) loss_cl: -0.2788 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [09:02:07.444515] Epoch: [186] [2060/2904] eta: 0:10:37 lr: 0.002186 loss: 0.1846 (0.1968) loss_rec_all: 0.2110 (0.2226) loss_rec_sfr: 0.2495 (0.2909) loss_cl: -0.2793 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [09:02:22.366346] Epoch: [186] [2080/2904] eta: 0:10:22 lr: 0.002186 loss: 0.1830 (0.1968) loss_rec_all: 0.2094 (0.2226) loss_rec_sfr: 0.2562 (0.2908) loss_cl: -0.2796 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [09:02:37.289908] Epoch: [186] [2100/2904] eta: 0:10:07 lr: 0.002186 loss: 0.1883 (0.1968) loss_rec_all: 0.2146 (0.2227) loss_rec_sfr: 0.2639 (0.2910) loss_cl: -0.2790 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [09:02:52.212856] Epoch: [186] [2120/2904] eta: 0:09:51 lr: 0.002186 loss: 0.1859 (0.1968) loss_rec_all: 0.2119 (0.2226) loss_rec_sfr: 0.2783 (0.2909) loss_cl: -0.2804 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [09:03:07.129330] Epoch: [186] [2140/2904] eta: 0:09:36 lr: 0.002186 loss: 0.1875 (0.1968) loss_rec_all: 0.2135 (0.2227) loss_rec_sfr: 0.2702 (0.2910) loss_cl: -0.2776 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [09:03:22.052026] Epoch: [186] [2160/2904] eta: 0:09:21 lr: 0.002186 loss: 0.1828 (0.1968) loss_rec_all: 0.2092 (0.2226) loss_rec_sfr: 0.2712 (0.2910) loss_cl: -0.2776 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [09:03:36.972290] Epoch: [186] [2180/2904] eta: 0:09:06 lr: 0.002186 loss: 0.1848 (0.1968) loss_rec_all: 0.2111 (0.2226) loss_rec_sfr: 0.2704 (0.2910) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [09:03:51.892244] Epoch: [186] [2200/2904] eta: 0:08:51 lr: 0.002186 loss: 0.1877 (0.1968) loss_rec_all: 0.2139 (0.2227) loss_rec_sfr: 0.2707 (0.2911) loss_cl: -0.2796 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [09:04:06.818865] Epoch: [186] [2220/2904] eta: 0:08:36 lr: 0.002186 loss: 0.1835 (0.1968) loss_rec_all: 0.2100 (0.2227) loss_rec_sfr: 0.2737 (0.2911) loss_cl: -0.2803 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [09:04:21.743022] Epoch: [186] [2240/2904] eta: 0:08:20 lr: 0.002186 loss: 0.1964 (0.1969) loss_rec_all: 0.2222 (0.2227) loss_rec_sfr: 0.2760 (0.2912) loss_cl: -0.2782 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [09:04:36.667672] Epoch: [186] [2260/2904] eta: 0:08:05 lr: 0.002186 loss: 0.1888 (0.1968) loss_rec_all: 0.2148 (0.2227) loss_rec_sfr: 0.2736 (0.2911) loss_cl: -0.2782 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [09:04:51.595549] Epoch: [186] [2280/2904] eta: 0:07:50 lr: 0.002186 loss: 0.1834 (0.1969) loss_rec_all: 0.2093 (0.2227) loss_rec_sfr: 0.2789 (0.2913) loss_cl: -0.2792 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [09:05:06.518448] Epoch: [186] [2300/2904] eta: 0:07:35 lr: 0.002186 loss: 0.1806 (0.1969) loss_rec_all: 0.2067 (0.2227) loss_rec_sfr: 0.2712 (0.2914) loss_cl: -0.2784 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [09:05:21.443508] Epoch: [186] [2320/2904] eta: 0:07:20 lr: 0.002186 loss: 0.1848 (0.1969) loss_rec_all: 0.2109 (0.2227) loss_rec_sfr: 0.2701 (0.2913) loss_cl: -0.2787 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [09:05:36.369044] Epoch: [186] [2340/2904] eta: 0:07:05 lr: 0.002186 loss: 0.1845 (0.1968) loss_rec_all: 0.2104 (0.2226) loss_rec_sfr: 0.2711 (0.2911) loss_cl: -0.2795 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [09:05:51.296120] Epoch: [186] [2360/2904] eta: 0:06:50 lr: 0.002186 loss: 0.1871 (0.1967) loss_rec_all: 0.2136 (0.2226) loss_rec_sfr: 0.2647 (0.2909) loss_cl: -0.2792 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [09:06:06.221840] Epoch: [186] [2380/2904] eta: 0:06:35 lr: 0.002186 loss: 0.1862 (0.1967) loss_rec_all: 0.2121 (0.2225) loss_rec_sfr: 0.2665 (0.2907) loss_cl: -0.2790 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [09:06:21.142755] Epoch: [186] [2400/2904] eta: 0:06:19 lr: 0.002186 loss: 0.1847 (0.1967) loss_rec_all: 0.2111 (0.2225) loss_rec_sfr: 0.2749 (0.2908) loss_cl: -0.2784 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [09:06:36.061560] Epoch: [186] [2420/2904] eta: 0:06:04 lr: 0.002186 loss: 0.1891 (0.1967) loss_rec_all: 0.2154 (0.2225) loss_rec_sfr: 0.2699 (0.2906) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [09:06:50.988885] Epoch: [186] [2440/2904] eta: 0:05:49 lr: 0.002186 loss: 0.1872 (0.1967) loss_rec_all: 0.2130 (0.2225) loss_rec_sfr: 0.2875 (0.2907) loss_cl: -0.2790 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [09:07:05.916802] Epoch: [186] [2460/2904] eta: 0:05:34 lr: 0.002186 loss: 0.1873 (0.1967) loss_rec_all: 0.2132 (0.2226) loss_rec_sfr: 0.2818 (0.2910) loss_cl: -0.2793 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [09:07:20.852585] Epoch: [186] [2480/2904] eta: 0:05:19 lr: 0.002186 loss: 0.1861 (0.1968) loss_rec_all: 0.2123 (0.2226) loss_rec_sfr: 0.2683 (0.2911) loss_cl: -0.2793 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [09:07:35.782756] Epoch: [186] [2500/2904] eta: 0:05:04 lr: 0.002186 loss: 0.1814 (0.1968) loss_rec_all: 0.2075 (0.2226) loss_rec_sfr: 0.2675 (0.2913) loss_cl: -0.2787 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [09:07:50.708554] Epoch: [186] [2520/2904] eta: 0:04:49 lr: 0.002186 loss: 0.1919 (0.1968) loss_rec_all: 0.2174 (0.2227) loss_rec_sfr: 0.2801 (0.2914) loss_cl: -0.2780 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [09:08:05.643439] Epoch: [186] [2540/2904] eta: 0:04:34 lr: 0.002186 loss: 0.1846 (0.1968) loss_rec_all: 0.2111 (0.2227) loss_rec_sfr: 0.2668 (0.2914) loss_cl: -0.2793 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [09:08:20.581554] Epoch: [186] [2560/2904] eta: 0:04:19 lr: 0.002186 loss: 0.1852 (0.1968) loss_rec_all: 0.2113 (0.2226) loss_rec_sfr: 0.2651 (0.2911) loss_cl: -0.2792 (-0.2788) time: 0.7469 data: 0.0002 max mem: 29860 [09:08:35.522363] Epoch: [186] [2580/2904] eta: 0:04:04 lr: 0.002186 loss: 0.1893 (0.1968) loss_rec_all: 0.2155 (0.2226) loss_rec_sfr: 0.2707 (0.2911) loss_cl: -0.2791 (-0.2788) time: 0.7470 data: 0.0002 max mem: 29860 [09:08:50.449841] Epoch: [186] [2600/2904] eta: 0:03:49 lr: 0.002185 loss: 0.1873 (0.1968) loss_rec_all: 0.2131 (0.2227) loss_rec_sfr: 0.2859 (0.2914) loss_cl: -0.2786 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [09:09:05.385491] Epoch: [186] [2620/2904] eta: 0:03:33 lr: 0.002185 loss: 0.1875 (0.1968) loss_rec_all: 0.2135 (0.2226) loss_rec_sfr: 0.2699 (0.2913) loss_cl: -0.2790 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [09:09:20.319288] Epoch: [186] [2640/2904] eta: 0:03:18 lr: 0.002185 loss: 0.1868 (0.1968) loss_rec_all: 0.2132 (0.2226) loss_rec_sfr: 0.2566 (0.2911) loss_cl: -0.2792 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [09:09:35.244766] Epoch: [186] [2660/2904] eta: 0:03:03 lr: 0.002185 loss: 0.1871 (0.1968) loss_rec_all: 0.2136 (0.2226) loss_rec_sfr: 0.2572 (0.2911) loss_cl: -0.2793 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [09:09:50.166869] Epoch: [186] [2680/2904] eta: 0:02:48 lr: 0.002185 loss: 0.1831 (0.1967) loss_rec_all: 0.2095 (0.2226) loss_rec_sfr: 0.2401 (0.2909) loss_cl: -0.2789 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [09:10:05.089302] Epoch: [186] [2700/2904] eta: 0:02:33 lr: 0.002185 loss: 0.1899 (0.1968) loss_rec_all: 0.2161 (0.2226) loss_rec_sfr: 0.2658 (0.2910) loss_cl: -0.2785 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [09:10:20.009406] Epoch: [186] [2720/2904] eta: 0:02:18 lr: 0.002185 loss: 0.1837 (0.1967) loss_rec_all: 0.2100 (0.2225) loss_rec_sfr: 0.2612 (0.2907) loss_cl: -0.2794 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [09:10:34.935120] Epoch: [186] [2740/2904] eta: 0:02:03 lr: 0.002185 loss: 0.1884 (0.1967) loss_rec_all: 0.2143 (0.2226) loss_rec_sfr: 0.2758 (0.2909) loss_cl: -0.2787 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [09:10:49.855843] Epoch: [186] [2760/2904] eta: 0:01:48 lr: 0.002185 loss: 0.1871 (0.1967) loss_rec_all: 0.2136 (0.2225) loss_rec_sfr: 0.2671 (0.2907) loss_cl: -0.2792 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [09:11:04.787560] Epoch: [186] [2780/2904] eta: 0:01:33 lr: 0.002185 loss: 0.1887 (0.1968) loss_rec_all: 0.2147 (0.2226) loss_rec_sfr: 0.2845 (0.2911) loss_cl: -0.2798 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [09:11:19.721089] Epoch: [186] [2800/2904] eta: 0:01:18 lr: 0.002185 loss: 0.1859 (0.1967) loss_rec_all: 0.2119 (0.2226) loss_rec_sfr: 0.2320 (0.2908) loss_cl: -0.2793 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [09:11:34.662459] Epoch: [186] [2820/2904] eta: 0:01:03 lr: 0.002185 loss: 0.1867 (0.1968) loss_rec_all: 0.2131 (0.2226) loss_rec_sfr: 0.2714 (0.2910) loss_cl: -0.2790 (-0.2788) time: 0.7470 data: 0.0002 max mem: 29860 [09:11:49.643753] Epoch: [186] [2840/2904] eta: 0:00:48 lr: 0.002185 loss: 0.1872 (0.1968) loss_rec_all: 0.2130 (0.2226) loss_rec_sfr: 0.2740 (0.2909) loss_cl: -0.2777 (-0.2788) time: 0.7490 data: 0.0024 max mem: 29860 [09:12:04.552740] Epoch: [186] [2860/2904] eta: 0:00:33 lr: 0.002185 loss: 0.1831 (0.1968) loss_rec_all: 0.2094 (0.2226) loss_rec_sfr: 0.2411 (0.2908) loss_cl: -0.2787 (-0.2788) time: 0.7454 data: 0.0001 max mem: 29860 [09:12:19.463110] Epoch: [186] [2880/2904] eta: 0:00:18 lr: 0.002185 loss: 0.1871 (0.1967) loss_rec_all: 0.2132 (0.2226) loss_rec_sfr: 0.2789 (0.2909) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0001 max mem: 29860 [09:12:34.374111] Epoch: [186] [2900/2904] eta: 0:00:03 lr: 0.002185 loss: 0.1878 (0.1968) loss_rec_all: 0.2138 (0.2226) loss_rec_sfr: 0.2863 (0.2911) loss_cl: -0.2781 (-0.2788) time: 0.7455 data: 0.0001 max mem: 29860 [09:12:36.617173] Epoch: [186] [2903/2904] eta: 0:00:00 lr: 0.002185 loss: 0.1895 (0.1968) loss_rec_all: 0.2152 (0.2227) loss_rec_sfr: 0.2916 (0.2912) loss_cl: -0.2782 (-0.2788) time: 0.7454 data: 0.0001 max mem: 29860 [09:12:38.676271] Epoch: [186] Total time: 0:36:27 (0.7534 s / it) [09:12:38.693734] Averaged stats: lr: 0.002185 loss: 0.1895 (0.1988) loss_rec_all: 0.2152 (0.2224) loss_rec_sfr: 0.2916 (0.2903) loss_cl: -0.2782 (-0.2556) [09:12:38.699810] log_dir: ./checkpoint/VF2_ViT-B [09:12:56.339630] Epoch: [187] [ 0/2904] eta: 14:13:44 lr: 0.002185 loss: 0.1921 (0.1921) loss_rec_all: 0.2179 (0.2179) loss_rec_sfr: 0.3086 (0.3086) loss_cl: -0.2793 (-0.2793) time: 17.6392 data: 16.9040 max mem: 29860 [09:13:13.399205] Epoch: [187] [ 20/2904] eta: 1:19:25 lr: 0.002185 loss: 0.1851 (0.1948) loss_rec_all: 0.2117 (0.2207) loss_rec_sfr: 0.2687 (0.2888) loss_cl: -0.2793 (-0.2792) time: 0.8529 data: 0.0002 max mem: 29860 [09:13:28.279992] Epoch: [187] [ 40/2904] eta: 0:57:43 lr: 0.002185 loss: 0.1861 (0.1964) loss_rec_all: 0.2121 (0.2223) loss_rec_sfr: 0.2747 (0.2959) loss_cl: -0.2795 (-0.2794) time: 0.7440 data: 0.0002 max mem: 29860 [09:13:43.183658] Epoch: [187] [ 60/2904] eta: 0:50:06 lr: 0.002185 loss: 0.1804 (0.1960) loss_rec_all: 0.2067 (0.2219) loss_rec_sfr: 0.2300 (0.2916) loss_cl: -0.2788 (-0.2792) time: 0.7451 data: 0.0002 max mem: 29860 [09:13:58.090478] Epoch: [187] [ 80/2904] eta: 0:46:07 lr: 0.002185 loss: 0.1842 (0.1970) loss_rec_all: 0.2102 (0.2228) loss_rec_sfr: 0.2721 (0.2940) loss_cl: -0.2784 (-0.2790) time: 0.7453 data: 0.0002 max mem: 29860 [09:14:13.020806] Epoch: [187] [ 100/2904] eta: 0:43:38 lr: 0.002185 loss: 0.1833 (0.1953) loss_rec_all: 0.2090 (0.2212) loss_rec_sfr: 0.2667 (0.2899) loss_cl: -0.2784 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [09:14:27.955650] Epoch: [187] [ 120/2904] eta: 0:41:53 lr: 0.002185 loss: 0.1846 (0.1957) loss_rec_all: 0.2104 (0.2216) loss_rec_sfr: 0.2743 (0.2907) loss_cl: -0.2787 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [09:14:43.006038] Epoch: [187] [ 140/2904] eta: 0:40:36 lr: 0.002185 loss: 0.1886 (0.1957) loss_rec_all: 0.2145 (0.2215) loss_rec_sfr: 0.2757 (0.2911) loss_cl: -0.2784 (-0.2788) time: 0.7525 data: 0.0002 max mem: 29860 [09:14:57.924383] Epoch: [187] [ 160/2904] eta: 0:39:32 lr: 0.002185 loss: 0.1868 (0.1955) loss_rec_all: 0.2124 (0.2214) loss_rec_sfr: 0.2728 (0.2909) loss_cl: -0.2789 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [09:15:12.854014] Epoch: [187] [ 180/2904] eta: 0:38:39 lr: 0.002185 loss: 0.1893 (0.1958) loss_rec_all: 0.2155 (0.2217) loss_rec_sfr: 0.2658 (0.2904) loss_cl: -0.2788 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [09:15:27.797016] Epoch: [187] [ 200/2904] eta: 0:37:54 lr: 0.002185 loss: 0.1851 (0.1957) loss_rec_all: 0.2110 (0.2215) loss_rec_sfr: 0.2864 (0.2914) loss_cl: -0.2798 (-0.2788) time: 0.7471 data: 0.0002 max mem: 29860 [09:15:42.730387] Epoch: [187] [ 220/2904] eta: 0:37:14 lr: 0.002185 loss: 0.1891 (0.1960) loss_rec_all: 0.2150 (0.2219) loss_rec_sfr: 0.2677 (0.2920) loss_cl: -0.2798 (-0.2789) time: 0.7466 data: 0.0002 max mem: 29860 [09:15:57.676803] Epoch: [187] [ 240/2904] eta: 0:36:39 lr: 0.002185 loss: 0.1841 (0.1954) loss_rec_all: 0.2105 (0.2212) loss_rec_sfr: 0.2618 (0.2895) loss_cl: -0.2785 (-0.2788) time: 0.7473 data: 0.0002 max mem: 29860 [09:16:12.595510] Epoch: [187] [ 260/2904] eta: 0:36:06 lr: 0.002185 loss: 0.1907 (0.1959) loss_rec_all: 0.2168 (0.2217) loss_rec_sfr: 0.2777 (0.2909) loss_cl: -0.2782 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [09:16:27.536294] Epoch: [187] [ 280/2904] eta: 0:35:36 lr: 0.002185 loss: 0.1855 (0.1959) loss_rec_all: 0.2115 (0.2218) loss_rec_sfr: 0.2630 (0.2908) loss_cl: -0.2790 (-0.2788) time: 0.7470 data: 0.0002 max mem: 29860 [09:16:42.475474] Epoch: [187] [ 300/2904] eta: 0:35:08 lr: 0.002185 loss: 0.1831 (0.1958) loss_rec_all: 0.2091 (0.2217) loss_rec_sfr: 0.2728 (0.2899) loss_cl: -0.2787 (-0.2788) time: 0.7469 data: 0.0002 max mem: 29860 [09:16:57.403671] Epoch: [187] [ 320/2904] eta: 0:34:42 lr: 0.002185 loss: 0.1843 (0.1954) loss_rec_all: 0.2103 (0.2213) loss_rec_sfr: 0.2657 (0.2881) loss_cl: -0.2790 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [09:17:12.345900] Epoch: [187] [ 340/2904] eta: 0:34:17 lr: 0.002185 loss: 0.1914 (0.1960) loss_rec_all: 0.2172 (0.2218) loss_rec_sfr: 0.2722 (0.2898) loss_cl: -0.2785 (-0.2788) time: 0.7471 data: 0.0002 max mem: 29860 [09:17:27.289968] Epoch: [187] [ 360/2904] eta: 0:33:53 lr: 0.002185 loss: 0.1865 (0.1961) loss_rec_all: 0.2126 (0.2219) loss_rec_sfr: 0.2656 (0.2904) loss_cl: -0.2785 (-0.2788) time: 0.7472 data: 0.0002 max mem: 29860 [09:17:42.218813] Epoch: [187] [ 380/2904] eta: 0:33:30 lr: 0.002185 loss: 0.1859 (0.1960) loss_rec_all: 0.2123 (0.2219) loss_rec_sfr: 0.2362 (0.2896) loss_cl: -0.2793 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [09:17:57.137120] Epoch: [187] [ 400/2904] eta: 0:33:08 lr: 0.002185 loss: 0.1875 (0.1962) loss_rec_all: 0.2134 (0.2221) loss_rec_sfr: 0.2680 (0.2900) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [09:18:12.072909] Epoch: [187] [ 420/2904] eta: 0:32:46 lr: 0.002185 loss: 0.1879 (0.1958) loss_rec_all: 0.2138 (0.2217) loss_rec_sfr: 0.2675 (0.2885) loss_cl: -0.2782 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [09:18:27.000469] Epoch: [187] [ 440/2904] eta: 0:32:25 lr: 0.002185 loss: 0.1837 (0.1959) loss_rec_all: 0.2099 (0.2217) loss_rec_sfr: 0.2452 (0.2884) loss_cl: -0.2786 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [09:18:41.934894] Epoch: [187] [ 460/2904] eta: 0:32:05 lr: 0.002185 loss: 0.1851 (0.1960) loss_rec_all: 0.2110 (0.2219) loss_rec_sfr: 0.2625 (0.2885) loss_cl: -0.2792 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [09:18:56.871555] Epoch: [187] [ 480/2904] eta: 0:31:45 lr: 0.002185 loss: 0.1909 (0.1962) loss_rec_all: 0.2169 (0.2220) loss_rec_sfr: 0.2736 (0.2888) loss_cl: -0.2795 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [09:19:11.803507] Epoch: [187] [ 500/2904] eta: 0:31:26 lr: 0.002185 loss: 0.1869 (0.1963) loss_rec_all: 0.2131 (0.2222) loss_rec_sfr: 0.2779 (0.2892) loss_cl: -0.2790 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [09:19:26.725033] Epoch: [187] [ 520/2904] eta: 0:31:06 lr: 0.002185 loss: 0.1894 (0.1964) loss_rec_all: 0.2151 (0.2222) loss_rec_sfr: 0.2702 (0.2891) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [09:19:41.651193] Epoch: [187] [ 540/2904] eta: 0:30:48 lr: 0.002185 loss: 0.1899 (0.1967) loss_rec_all: 0.2159 (0.2226) loss_rec_sfr: 0.2758 (0.2905) loss_cl: -0.2786 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [09:19:56.573095] Epoch: [187] [ 560/2904] eta: 0:30:29 lr: 0.002185 loss: 0.1844 (0.1966) loss_rec_all: 0.2108 (0.2225) loss_rec_sfr: 0.2830 (0.2907) loss_cl: -0.2793 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [09:20:11.498194] Epoch: [187] [ 580/2904] eta: 0:30:11 lr: 0.002185 loss: 0.1853 (0.1968) loss_rec_all: 0.2112 (0.2227) loss_rec_sfr: 0.2823 (0.2914) loss_cl: -0.2784 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [09:20:26.424089] Epoch: [187] [ 600/2904] eta: 0:29:52 lr: 0.002185 loss: 0.1839 (0.1966) loss_rec_all: 0.2098 (0.2225) loss_rec_sfr: 0.2663 (0.2907) loss_cl: -0.2783 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [09:20:41.347179] Epoch: [187] [ 620/2904] eta: 0:29:35 lr: 0.002185 loss: 0.1834 (0.1965) loss_rec_all: 0.2095 (0.2224) loss_rec_sfr: 0.2615 (0.2903) loss_cl: -0.2793 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [09:20:56.270448] Epoch: [187] [ 640/2904] eta: 0:29:17 lr: 0.002185 loss: 0.1839 (0.1967) loss_rec_all: 0.2101 (0.2225) loss_rec_sfr: 0.2461 (0.2904) loss_cl: -0.2802 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [09:21:11.190492] Epoch: [187] [ 660/2904] eta: 0:28:59 lr: 0.002185 loss: 0.1805 (0.1965) loss_rec_all: 0.2069 (0.2224) loss_rec_sfr: 0.2659 (0.2904) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [09:21:26.118374] Epoch: [187] [ 680/2904] eta: 0:28:42 lr: 0.002185 loss: 0.1857 (0.1963) loss_rec_all: 0.2120 (0.2222) loss_rec_sfr: 0.2632 (0.2897) loss_cl: -0.2783 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [09:21:41.054743] Epoch: [187] [ 700/2904] eta: 0:28:25 lr: 0.002185 loss: 0.1863 (0.1963) loss_rec_all: 0.2122 (0.2222) loss_rec_sfr: 0.2762 (0.2898) loss_cl: -0.2790 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [09:21:55.986582] Epoch: [187] [ 720/2904] eta: 0:28:08 lr: 0.002184 loss: 0.1877 (0.1963) loss_rec_all: 0.2134 (0.2221) loss_rec_sfr: 0.2729 (0.2896) loss_cl: -0.2787 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [09:22:10.920904] Epoch: [187] [ 740/2904] eta: 0:27:51 lr: 0.002184 loss: 0.1890 (0.1967) loss_rec_all: 0.2150 (0.2225) loss_rec_sfr: 0.2885 (0.2910) loss_cl: -0.2793 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [09:22:25.846603] Epoch: [187] [ 760/2904] eta: 0:27:34 lr: 0.002184 loss: 0.1856 (0.1966) loss_rec_all: 0.2118 (0.2224) loss_rec_sfr: 0.2718 (0.2909) loss_cl: -0.2790 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [09:22:40.778906] Epoch: [187] [ 780/2904] eta: 0:27:17 lr: 0.002184 loss: 0.1903 (0.1966) loss_rec_all: 0.2160 (0.2224) loss_rec_sfr: 0.2712 (0.2909) loss_cl: -0.2783 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [09:22:55.700514] Epoch: [187] [ 800/2904] eta: 0:27:00 lr: 0.002184 loss: 0.1893 (0.1964) loss_rec_all: 0.2153 (0.2223) loss_rec_sfr: 0.2651 (0.2904) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [09:23:10.623901] Epoch: [187] [ 820/2904] eta: 0:26:43 lr: 0.002184 loss: 0.1865 (0.1966) loss_rec_all: 0.2126 (0.2224) loss_rec_sfr: 0.2780 (0.2911) loss_cl: -0.2795 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [09:23:25.549949] Epoch: [187] [ 840/2904] eta: 0:26:27 lr: 0.002184 loss: 0.1855 (0.1963) loss_rec_all: 0.2115 (0.2222) loss_rec_sfr: 0.2538 (0.2902) loss_cl: -0.2788 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [09:23:40.466440] Epoch: [187] [ 860/2904] eta: 0:26:10 lr: 0.002184 loss: 0.1907 (0.1964) loss_rec_all: 0.2168 (0.2223) loss_rec_sfr: 0.2819 (0.2905) loss_cl: -0.2783 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [09:23:55.385560] Epoch: [187] [ 880/2904] eta: 0:25:54 lr: 0.002184 loss: 0.1871 (0.1965) loss_rec_all: 0.2136 (0.2224) loss_rec_sfr: 0.2623 (0.2906) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [09:24:10.312331] Epoch: [187] [ 900/2904] eta: 0:25:38 lr: 0.002184 loss: 0.1876 (0.1964) loss_rec_all: 0.2138 (0.2223) loss_rec_sfr: 0.2586 (0.2900) loss_cl: -0.2803 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [09:24:25.233579] Epoch: [187] [ 920/2904] eta: 0:25:21 lr: 0.002184 loss: 0.1840 (0.1965) loss_rec_all: 0.2103 (0.2223) loss_rec_sfr: 0.2742 (0.2905) loss_cl: -0.2791 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [09:24:40.154060] Epoch: [187] [ 940/2904] eta: 0:25:05 lr: 0.002184 loss: 0.1857 (0.1966) loss_rec_all: 0.2116 (0.2224) loss_rec_sfr: 0.2512 (0.2905) loss_cl: -0.2781 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [09:24:55.073837] Epoch: [187] [ 960/2904] eta: 0:24:49 lr: 0.002184 loss: 0.1882 (0.1967) loss_rec_all: 0.2141 (0.2226) loss_rec_sfr: 0.2768 (0.2911) loss_cl: -0.2782 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [09:25:09.996132] Epoch: [187] [ 980/2904] eta: 0:24:33 lr: 0.002184 loss: 0.1894 (0.1968) loss_rec_all: 0.2153 (0.2227) loss_rec_sfr: 0.2802 (0.2914) loss_cl: -0.2786 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [09:25:24.918978] Epoch: [187] [1000/2904] eta: 0:24:17 lr: 0.002184 loss: 0.1855 (0.1968) loss_rec_all: 0.2118 (0.2227) loss_rec_sfr: 0.2733 (0.2915) loss_cl: -0.2791 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [09:25:39.833533] Epoch: [187] [1020/2904] eta: 0:24:01 lr: 0.002184 loss: 0.1860 (0.1967) loss_rec_all: 0.2120 (0.2226) loss_rec_sfr: 0.2660 (0.2911) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [09:25:54.760594] Epoch: [187] [1040/2904] eta: 0:23:45 lr: 0.002184 loss: 0.1868 (0.1969) loss_rec_all: 0.2127 (0.2227) loss_rec_sfr: 0.2863 (0.2918) loss_cl: -0.2795 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [09:26:09.687402] Epoch: [187] [1060/2904] eta: 0:23:29 lr: 0.002184 loss: 0.1889 (0.1968) loss_rec_all: 0.2148 (0.2226) loss_rec_sfr: 0.2686 (0.2914) loss_cl: -0.2792 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [09:26:24.612603] Epoch: [187] [1080/2904] eta: 0:23:13 lr: 0.002184 loss: 0.1885 (0.1968) loss_rec_all: 0.2148 (0.2226) loss_rec_sfr: 0.2673 (0.2914) loss_cl: -0.2786 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [09:26:39.529425] Epoch: [187] [1100/2904] eta: 0:22:57 lr: 0.002184 loss: 0.1808 (0.1966) loss_rec_all: 0.2073 (0.2224) loss_rec_sfr: 0.2309 (0.2909) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [09:26:54.453949] Epoch: [187] [1120/2904] eta: 0:22:41 lr: 0.002184 loss: 0.1896 (0.1967) loss_rec_all: 0.2155 (0.2225) loss_rec_sfr: 0.2741 (0.2912) loss_cl: -0.2787 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [09:27:09.394896] Epoch: [187] [1140/2904] eta: 0:22:26 lr: 0.002184 loss: 0.1832 (0.1967) loss_rec_all: 0.2093 (0.2226) loss_rec_sfr: 0.2790 (0.2916) loss_cl: -0.2788 (-0.2788) time: 0.7470 data: 0.0002 max mem: 29860 [09:27:24.343926] Epoch: [187] [1160/2904] eta: 0:22:10 lr: 0.002184 loss: 0.1828 (0.1966) loss_rec_all: 0.2090 (0.2224) loss_rec_sfr: 0.2675 (0.2912) loss_cl: -0.2790 (-0.2788) time: 0.7474 data: 0.0002 max mem: 29860 [09:27:39.281506] Epoch: [187] [1180/2904] eta: 0:21:54 lr: 0.002184 loss: 0.1850 (0.1966) loss_rec_all: 0.2110 (0.2225) loss_rec_sfr: 0.2775 (0.2915) loss_cl: -0.2797 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [09:27:54.227035] Epoch: [187] [1200/2904] eta: 0:21:38 lr: 0.002184 loss: 0.1920 (0.1967) loss_rec_all: 0.2181 (0.2225) loss_rec_sfr: 0.2859 (0.2918) loss_cl: -0.2791 (-0.2788) time: 0.7472 data: 0.0002 max mem: 29860 [09:28:09.156109] Epoch: [187] [1220/2904] eta: 0:21:23 lr: 0.002184 loss: 0.1838 (0.1966) loss_rec_all: 0.2098 (0.2224) loss_rec_sfr: 0.2370 (0.2913) loss_cl: -0.2776 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [09:28:24.093525] Epoch: [187] [1240/2904] eta: 0:21:07 lr: 0.002184 loss: 0.1895 (0.1967) loss_rec_all: 0.2158 (0.2225) loss_rec_sfr: 0.2622 (0.2914) loss_cl: -0.2779 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [09:28:39.021586] Epoch: [187] [1260/2904] eta: 0:20:51 lr: 0.002184 loss: 0.1899 (0.1967) loss_rec_all: 0.2160 (0.2226) loss_rec_sfr: 0.2783 (0.2914) loss_cl: -0.2791 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [09:28:53.945176] Epoch: [187] [1280/2904] eta: 0:20:36 lr: 0.002184 loss: 0.1853 (0.1967) loss_rec_all: 0.2117 (0.2225) loss_rec_sfr: 0.2586 (0.2911) loss_cl: -0.2792 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [09:29:08.869692] Epoch: [187] [1300/2904] eta: 0:20:20 lr: 0.002184 loss: 0.1987 (0.1969) loss_rec_all: 0.2246 (0.2227) loss_rec_sfr: 0.2805 (0.2918) loss_cl: -0.2794 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [09:29:23.795560] Epoch: [187] [1320/2904] eta: 0:20:05 lr: 0.002184 loss: 0.1874 (0.1970) loss_rec_all: 0.2137 (0.2228) loss_rec_sfr: 0.2686 (0.2921) loss_cl: -0.2786 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [09:29:38.722560] Epoch: [187] [1340/2904] eta: 0:19:49 lr: 0.002184 loss: 0.1881 (0.1971) loss_rec_all: 0.2138 (0.2229) loss_rec_sfr: 0.2652 (0.2923) loss_cl: -0.2787 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [09:29:53.653012] Epoch: [187] [1360/2904] eta: 0:19:34 lr: 0.002184 loss: 0.1838 (0.1969) loss_rec_all: 0.2094 (0.2227) loss_rec_sfr: 0.2576 (0.2918) loss_cl: -0.2782 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [09:30:08.579906] Epoch: [187] [1380/2904] eta: 0:19:18 lr: 0.002184 loss: 0.1845 (0.1969) loss_rec_all: 0.2103 (0.2227) loss_rec_sfr: 0.2660 (0.2916) loss_cl: -0.2793 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [09:30:23.499586] Epoch: [187] [1400/2904] eta: 0:19:03 lr: 0.002184 loss: 0.1855 (0.1968) loss_rec_all: 0.2112 (0.2227) loss_rec_sfr: 0.2754 (0.2916) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [09:30:38.422769] Epoch: [187] [1420/2904] eta: 0:18:47 lr: 0.002184 loss: 0.1853 (0.1968) loss_rec_all: 0.2111 (0.2226) loss_rec_sfr: 0.2691 (0.2913) loss_cl: -0.2788 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [09:30:53.346288] Epoch: [187] [1440/2904] eta: 0:18:32 lr: 0.002184 loss: 0.1842 (0.1967) loss_rec_all: 0.2101 (0.2226) loss_rec_sfr: 0.2707 (0.2912) loss_cl: -0.2783 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [09:31:08.280292] Epoch: [187] [1460/2904] eta: 0:18:16 lr: 0.002184 loss: 0.1897 (0.1967) loss_rec_all: 0.2156 (0.2226) loss_rec_sfr: 0.2742 (0.2913) loss_cl: -0.2783 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [09:31:23.207215] Epoch: [187] [1480/2904] eta: 0:18:01 lr: 0.002184 loss: 0.1849 (0.1967) loss_rec_all: 0.2112 (0.2225) loss_rec_sfr: 0.2635 (0.2910) loss_cl: -0.2792 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [09:31:38.133446] Epoch: [187] [1500/2904] eta: 0:17:45 lr: 0.002184 loss: 0.1891 (0.1967) loss_rec_all: 0.2154 (0.2226) loss_rec_sfr: 0.2741 (0.2911) loss_cl: -0.2795 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [09:31:53.055945] Epoch: [187] [1520/2904] eta: 0:17:30 lr: 0.002184 loss: 0.1825 (0.1967) loss_rec_all: 0.2089 (0.2225) loss_rec_sfr: 0.2640 (0.2910) loss_cl: -0.2792 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [09:32:07.983210] Epoch: [187] [1540/2904] eta: 0:17:14 lr: 0.002184 loss: 0.1879 (0.1967) loss_rec_all: 0.2145 (0.2225) loss_rec_sfr: 0.2644 (0.2909) loss_cl: -0.2797 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [09:32:22.906406] Epoch: [187] [1560/2904] eta: 0:16:59 lr: 0.002184 loss: 0.1899 (0.1968) loss_rec_all: 0.2157 (0.2226) loss_rec_sfr: 0.2806 (0.2912) loss_cl: -0.2785 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [09:32:37.838586] Epoch: [187] [1580/2904] eta: 0:16:44 lr: 0.002184 loss: 0.1878 (0.1968) loss_rec_all: 0.2137 (0.2227) loss_rec_sfr: 0.2768 (0.2915) loss_cl: -0.2786 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [09:32:52.772386] Epoch: [187] [1600/2904] eta: 0:16:28 lr: 0.002184 loss: 0.1865 (0.1967) loss_rec_all: 0.2128 (0.2226) loss_rec_sfr: 0.2724 (0.2913) loss_cl: -0.2783 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [09:33:07.704475] Epoch: [187] [1620/2904] eta: 0:16:13 lr: 0.002184 loss: 0.1867 (0.1968) loss_rec_all: 0.2125 (0.2226) loss_rec_sfr: 0.2775 (0.2915) loss_cl: -0.2797 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [09:33:22.634010] Epoch: [187] [1640/2904] eta: 0:15:58 lr: 0.002184 loss: 0.1885 (0.1968) loss_rec_all: 0.2148 (0.2227) loss_rec_sfr: 0.2669 (0.2916) loss_cl: -0.2797 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [09:33:37.556958] Epoch: [187] [1660/2904] eta: 0:15:42 lr: 0.002184 loss: 0.1833 (0.1967) loss_rec_all: 0.2091 (0.2226) loss_rec_sfr: 0.2313 (0.2912) loss_cl: -0.2787 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [09:33:52.494436] Epoch: [187] [1680/2904] eta: 0:15:27 lr: 0.002184 loss: 0.1860 (0.1967) loss_rec_all: 0.2119 (0.2225) loss_rec_sfr: 0.2762 (0.2912) loss_cl: -0.2791 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [09:34:07.421910] Epoch: [187] [1700/2904] eta: 0:15:12 lr: 0.002184 loss: 0.1869 (0.1966) loss_rec_all: 0.2128 (0.2224) loss_rec_sfr: 0.2720 (0.2910) loss_cl: -0.2790 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [09:34:22.355443] Epoch: [187] [1720/2904] eta: 0:14:56 lr: 0.002184 loss: 0.1877 (0.1966) loss_rec_all: 0.2139 (0.2224) loss_rec_sfr: 0.2747 (0.2909) loss_cl: -0.2786 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [09:34:37.280090] Epoch: [187] [1740/2904] eta: 0:14:41 lr: 0.002183 loss: 0.1852 (0.1966) loss_rec_all: 0.2111 (0.2224) loss_rec_sfr: 0.2681 (0.2910) loss_cl: -0.2789 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [09:34:52.207949] Epoch: [187] [1760/2904] eta: 0:14:26 lr: 0.002183 loss: 0.1895 (0.1967) loss_rec_all: 0.2152 (0.2225) loss_rec_sfr: 0.2834 (0.2914) loss_cl: -0.2785 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [09:35:07.134198] Epoch: [187] [1780/2904] eta: 0:14:10 lr: 0.002183 loss: 0.1881 (0.1966) loss_rec_all: 0.2142 (0.2225) loss_rec_sfr: 0.2711 (0.2913) loss_cl: -0.2793 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [09:35:22.052866] Epoch: [187] [1800/2904] eta: 0:13:55 lr: 0.002183 loss: 0.1875 (0.1966) loss_rec_all: 0.2134 (0.2225) loss_rec_sfr: 0.2713 (0.2912) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [09:35:36.975230] Epoch: [187] [1820/2904] eta: 0:13:40 lr: 0.002183 loss: 0.1839 (0.1965) loss_rec_all: 0.2098 (0.2224) loss_rec_sfr: 0.2235 (0.2908) loss_cl: -0.2789 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [09:35:51.909302] Epoch: [187] [1840/2904] eta: 0:13:25 lr: 0.002183 loss: 0.1859 (0.1966) loss_rec_all: 0.2123 (0.2224) loss_rec_sfr: 0.2727 (0.2909) loss_cl: -0.2790 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [09:36:06.837792] Epoch: [187] [1860/2904] eta: 0:13:09 lr: 0.002183 loss: 0.1864 (0.1966) loss_rec_all: 0.2124 (0.2225) loss_rec_sfr: 0.2782 (0.2911) loss_cl: -0.2790 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [09:36:21.764257] Epoch: [187] [1880/2904] eta: 0:12:54 lr: 0.002183 loss: 0.1839 (0.1966) loss_rec_all: 0.2102 (0.2224) loss_rec_sfr: 0.2648 (0.2910) loss_cl: -0.2791 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [09:36:36.695523] Epoch: [187] [1900/2904] eta: 0:12:39 lr: 0.002183 loss: 0.1879 (0.1965) loss_rec_all: 0.2138 (0.2224) loss_rec_sfr: 0.2697 (0.2908) loss_cl: -0.2787 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [09:36:51.621145] Epoch: [187] [1920/2904] eta: 0:12:24 lr: 0.002183 loss: 0.1880 (0.1966) loss_rec_all: 0.2139 (0.2224) loss_rec_sfr: 0.2842 (0.2910) loss_cl: -0.2786 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [09:37:06.552613] Epoch: [187] [1940/2904] eta: 0:12:08 lr: 0.002183 loss: 0.1879 (0.1966) loss_rec_all: 0.2137 (0.2224) loss_rec_sfr: 0.2717 (0.2909) loss_cl: -0.2800 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [09:37:21.482338] Epoch: [187] [1960/2904] eta: 0:11:53 lr: 0.002183 loss: 0.1968 (0.1967) loss_rec_all: 0.2226 (0.2225) loss_rec_sfr: 0.2778 (0.2911) loss_cl: -0.2790 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [09:37:36.415386] Epoch: [187] [1980/2904] eta: 0:11:38 lr: 0.002183 loss: 0.1867 (0.1966) loss_rec_all: 0.2131 (0.2225) loss_rec_sfr: 0.2802 (0.2911) loss_cl: -0.2786 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [09:37:51.354448] Epoch: [187] [2000/2904] eta: 0:11:23 lr: 0.002183 loss: 0.1841 (0.1966) loss_rec_all: 0.2100 (0.2225) loss_rec_sfr: 0.2671 (0.2910) loss_cl: -0.2785 (-0.2788) time: 0.7469 data: 0.0002 max mem: 29860 [09:38:06.303769] Epoch: [187] [2020/2904] eta: 0:11:08 lr: 0.002183 loss: 0.1868 (0.1966) loss_rec_all: 0.2125 (0.2224) loss_rec_sfr: 0.2718 (0.2909) loss_cl: -0.2784 (-0.2788) time: 0.7474 data: 0.0002 max mem: 29860 [09:38:21.237863] Epoch: [187] [2040/2904] eta: 0:10:52 lr: 0.002183 loss: 0.1878 (0.1966) loss_rec_all: 0.2136 (0.2224) loss_rec_sfr: 0.2724 (0.2909) loss_cl: -0.2789 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [09:38:36.163142] Epoch: [187] [2060/2904] eta: 0:10:37 lr: 0.002183 loss: 0.1817 (0.1965) loss_rec_all: 0.2077 (0.2224) loss_rec_sfr: 0.2672 (0.2907) loss_cl: -0.2790 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [09:38:51.091231] Epoch: [187] [2080/2904] eta: 0:10:22 lr: 0.002183 loss: 0.1865 (0.1965) loss_rec_all: 0.2128 (0.2223) loss_rec_sfr: 0.2311 (0.2906) loss_cl: -0.2790 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [09:39:06.019783] Epoch: [187] [2100/2904] eta: 0:10:07 lr: 0.002183 loss: 0.1835 (0.1965) loss_rec_all: 0.2099 (0.2223) loss_rec_sfr: 0.2648 (0.2905) loss_cl: -0.2797 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [09:39:20.951368] Epoch: [187] [2120/2904] eta: 0:09:52 lr: 0.002183 loss: 0.1888 (0.1965) loss_rec_all: 0.2144 (0.2224) loss_rec_sfr: 0.2886 (0.2908) loss_cl: -0.2788 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [09:39:35.885849] Epoch: [187] [2140/2904] eta: 0:09:37 lr: 0.002183 loss: 0.1910 (0.1965) loss_rec_all: 0.2174 (0.2224) loss_rec_sfr: 0.2384 (0.2907) loss_cl: -0.2781 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [09:39:50.845461] Epoch: [187] [2160/2904] eta: 0:09:21 lr: 0.002183 loss: 0.1858 (0.1965) loss_rec_all: 0.2120 (0.2224) loss_rec_sfr: 0.2814 (0.2907) loss_cl: -0.2792 (-0.2788) time: 0.7479 data: 0.0002 max mem: 29860 [09:40:05.785658] Epoch: [187] [2180/2904] eta: 0:09:06 lr: 0.002183 loss: 0.1965 (0.1967) loss_rec_all: 0.2223 (0.2225) loss_rec_sfr: 0.2849 (0.2912) loss_cl: -0.2786 (-0.2788) time: 0.7470 data: 0.0002 max mem: 29860 [09:40:20.719304] Epoch: [187] [2200/2904] eta: 0:08:51 lr: 0.002183 loss: 0.1860 (0.1967) loss_rec_all: 0.2120 (0.2225) loss_rec_sfr: 0.2630 (0.2910) loss_cl: -0.2788 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [09:40:35.652438] Epoch: [187] [2220/2904] eta: 0:08:36 lr: 0.002183 loss: 0.1861 (0.1966) loss_rec_all: 0.2124 (0.2225) loss_rec_sfr: 0.2376 (0.2909) loss_cl: -0.2796 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [09:40:50.589172] Epoch: [187] [2240/2904] eta: 0:08:21 lr: 0.002183 loss: 0.1912 (0.1966) loss_rec_all: 0.2176 (0.2225) loss_rec_sfr: 0.2705 (0.2908) loss_cl: -0.2793 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [09:41:05.523889] Epoch: [187] [2260/2904] eta: 0:08:06 lr: 0.002183 loss: 0.1888 (0.1966) loss_rec_all: 0.2147 (0.2224) loss_rec_sfr: 0.2720 (0.2906) loss_cl: -0.2786 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [09:41:20.448277] Epoch: [187] [2280/2904] eta: 0:07:50 lr: 0.002183 loss: 0.1854 (0.1966) loss_rec_all: 0.2114 (0.2225) loss_rec_sfr: 0.2792 (0.2909) loss_cl: -0.2783 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [09:41:35.371059] Epoch: [187] [2300/2904] eta: 0:07:35 lr: 0.002183 loss: 0.1887 (0.1966) loss_rec_all: 0.2151 (0.2225) loss_rec_sfr: 0.2722 (0.2908) loss_cl: -0.2788 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [09:41:50.294834] Epoch: [187] [2320/2904] eta: 0:07:20 lr: 0.002183 loss: 0.1869 (0.1966) loss_rec_all: 0.2128 (0.2225) loss_rec_sfr: 0.2736 (0.2908) loss_cl: -0.2788 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [09:42:05.221181] Epoch: [187] [2340/2904] eta: 0:07:05 lr: 0.002183 loss: 0.1937 (0.1967) loss_rec_all: 0.2194 (0.2225) loss_rec_sfr: 0.2773 (0.2910) loss_cl: -0.2790 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [09:42:20.142950] Epoch: [187] [2360/2904] eta: 0:06:50 lr: 0.002183 loss: 0.1858 (0.1967) loss_rec_all: 0.2117 (0.2225) loss_rec_sfr: 0.2695 (0.2909) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [09:42:35.064038] Epoch: [187] [2380/2904] eta: 0:06:35 lr: 0.002183 loss: 0.1847 (0.1967) loss_rec_all: 0.2106 (0.2225) loss_rec_sfr: 0.2832 (0.2910) loss_cl: -0.2783 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [09:42:49.987284] Epoch: [187] [2400/2904] eta: 0:06:20 lr: 0.002183 loss: 0.1891 (0.1967) loss_rec_all: 0.2151 (0.2225) loss_rec_sfr: 0.2781 (0.2910) loss_cl: -0.2781 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [09:43:04.907467] Epoch: [187] [2420/2904] eta: 0:06:05 lr: 0.002183 loss: 0.1850 (0.1966) loss_rec_all: 0.2109 (0.2225) loss_rec_sfr: 0.2421 (0.2909) loss_cl: -0.2791 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [09:43:19.827923] Epoch: [187] [2440/2904] eta: 0:05:49 lr: 0.002183 loss: 0.1826 (0.1966) loss_rec_all: 0.2090 (0.2224) loss_rec_sfr: 0.2309 (0.2906) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [09:43:34.749459] Epoch: [187] [2460/2904] eta: 0:05:34 lr: 0.002183 loss: 0.1863 (0.1966) loss_rec_all: 0.2122 (0.2224) loss_rec_sfr: 0.2703 (0.2905) loss_cl: -0.2780 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [09:43:49.677984] Epoch: [187] [2480/2904] eta: 0:05:19 lr: 0.002183 loss: 0.1841 (0.1965) loss_rec_all: 0.2103 (0.2224) loss_rec_sfr: 0.2791 (0.2905) loss_cl: -0.2794 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [09:44:04.605463] Epoch: [187] [2500/2904] eta: 0:05:04 lr: 0.002183 loss: 0.1869 (0.1965) loss_rec_all: 0.2129 (0.2224) loss_rec_sfr: 0.2730 (0.2904) loss_cl: -0.2799 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [09:44:19.529218] Epoch: [187] [2520/2904] eta: 0:04:49 lr: 0.002183 loss: 0.1971 (0.1966) loss_rec_all: 0.2232 (0.2225) loss_rec_sfr: 0.2797 (0.2908) loss_cl: -0.2791 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [09:44:34.448990] Epoch: [187] [2540/2904] eta: 0:04:34 lr: 0.002183 loss: 0.1861 (0.1967) loss_rec_all: 0.2121 (0.2225) loss_rec_sfr: 0.2762 (0.2910) loss_cl: -0.2780 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [09:44:49.365933] Epoch: [187] [2560/2904] eta: 0:04:19 lr: 0.002183 loss: 0.1894 (0.1967) loss_rec_all: 0.2154 (0.2226) loss_rec_sfr: 0.2480 (0.2910) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [09:45:04.288520] Epoch: [187] [2580/2904] eta: 0:04:04 lr: 0.002183 loss: 0.1882 (0.1967) loss_rec_all: 0.2141 (0.2225) loss_rec_sfr: 0.2633 (0.2909) loss_cl: -0.2795 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [09:45:19.215201] Epoch: [187] [2600/2904] eta: 0:03:49 lr: 0.002183 loss: 0.1881 (0.1967) loss_rec_all: 0.2139 (0.2226) loss_rec_sfr: 0.2799 (0.2910) loss_cl: -0.2804 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [09:45:34.145791] Epoch: [187] [2620/2904] eta: 0:03:34 lr: 0.002183 loss: 0.1899 (0.1967) loss_rec_all: 0.2162 (0.2226) loss_rec_sfr: 0.2660 (0.2909) loss_cl: -0.2788 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [09:45:49.074383] Epoch: [187] [2640/2904] eta: 0:03:18 lr: 0.002183 loss: 0.1851 (0.1967) loss_rec_all: 0.2109 (0.2226) loss_rec_sfr: 0.2599 (0.2909) loss_cl: -0.2780 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [09:46:04.007173] Epoch: [187] [2660/2904] eta: 0:03:03 lr: 0.002183 loss: 0.1815 (0.1967) loss_rec_all: 0.2075 (0.2225) loss_rec_sfr: 0.2778 (0.2908) loss_cl: -0.2785 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [09:46:18.933843] Epoch: [187] [2680/2904] eta: 0:02:48 lr: 0.002183 loss: 0.1853 (0.1967) loss_rec_all: 0.2117 (0.2225) loss_rec_sfr: 0.2386 (0.2907) loss_cl: -0.2795 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [09:46:33.859901] Epoch: [187] [2700/2904] eta: 0:02:33 lr: 0.002183 loss: 0.1905 (0.1967) loss_rec_all: 0.2167 (0.2225) loss_rec_sfr: 0.2712 (0.2907) loss_cl: -0.2795 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [09:46:48.780040] Epoch: [187] [2720/2904] eta: 0:02:18 lr: 0.002183 loss: 0.1864 (0.1966) loss_rec_all: 0.2124 (0.2225) loss_rec_sfr: 0.2685 (0.2905) loss_cl: -0.2781 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [09:47:03.703002] Epoch: [187] [2740/2904] eta: 0:02:03 lr: 0.002183 loss: 0.1896 (0.1966) loss_rec_all: 0.2155 (0.2225) loss_rec_sfr: 0.2665 (0.2906) loss_cl: -0.2789 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [09:47:18.622277] Epoch: [187] [2760/2904] eta: 0:01:48 lr: 0.002182 loss: 0.1923 (0.1967) loss_rec_all: 0.2178 (0.2226) loss_rec_sfr: 0.2847 (0.2908) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [09:47:33.550812] Epoch: [187] [2780/2904] eta: 0:01:33 lr: 0.002182 loss: 0.1854 (0.1967) loss_rec_all: 0.2115 (0.2225) loss_rec_sfr: 0.2767 (0.2907) loss_cl: -0.2782 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [09:47:48.505816] Epoch: [187] [2800/2904] eta: 0:01:18 lr: 0.002182 loss: 0.1876 (0.1967) loss_rec_all: 0.2137 (0.2225) loss_rec_sfr: 0.2745 (0.2908) loss_cl: -0.2784 (-0.2788) time: 0.7477 data: 0.0002 max mem: 29860 [09:48:03.443020] Epoch: [187] [2820/2904] eta: 0:01:03 lr: 0.002182 loss: 0.1885 (0.1967) loss_rec_all: 0.2147 (0.2226) loss_rec_sfr: 0.2782 (0.2909) loss_cl: -0.2790 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [09:48:18.424095] Epoch: [187] [2840/2904] eta: 0:00:48 lr: 0.002182 loss: 0.1850 (0.1967) loss_rec_all: 0.2111 (0.2226) loss_rec_sfr: 0.2799 (0.2909) loss_cl: -0.2795 (-0.2788) time: 0.7490 data: 0.0023 max mem: 29860 [09:48:33.349937] Epoch: [187] [2860/2904] eta: 0:00:33 lr: 0.002182 loss: 0.1858 (0.1967) loss_rec_all: 0.2118 (0.2225) loss_rec_sfr: 0.2778 (0.2908) loss_cl: -0.2790 (-0.2788) time: 0.7463 data: 0.0001 max mem: 29860 [09:48:48.268579] Epoch: [187] [2880/2904] eta: 0:00:18 lr: 0.002182 loss: 0.1901 (0.1967) loss_rec_all: 0.2162 (0.2226) loss_rec_sfr: 0.2686 (0.2910) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0001 max mem: 29860 [09:49:03.189084] Epoch: [187] [2900/2904] eta: 0:00:03 lr: 0.002182 loss: 0.1885 (0.1968) loss_rec_all: 0.2144 (0.2226) loss_rec_sfr: 0.2717 (0.2910) loss_cl: -0.2784 (-0.2788) time: 0.7460 data: 0.0001 max mem: 29860 [09:49:05.431959] Epoch: [187] [2903/2904] eta: 0:00:00 lr: 0.002182 loss: 0.1870 (0.1967) loss_rec_all: 0.2129 (0.2226) loss_rec_sfr: 0.2717 (0.2910) loss_cl: -0.2784 (-0.2788) time: 0.7460 data: 0.0001 max mem: 29860 [09:49:07.538082] Epoch: [187] Total time: 0:36:28 (0.7537 s / it) [09:49:07.539108] Averaged stats: lr: 0.002182 loss: 0.1870 (0.1989) loss_rec_all: 0.2129 (0.2224) loss_rec_sfr: 0.2717 (0.2906) loss_cl: -0.2784 (-0.2555) [09:49:07.543874] log_dir: ./checkpoint/VF2_ViT-B [09:49:25.966261] Epoch: [188] [ 0/2904] eta: 14:51:34 lr: 0.002182 loss: 0.1810 (0.1810) loss_rec_all: 0.2068 (0.2068) loss_rec_sfr: 0.2805 (0.2805) loss_cl: -0.2782 (-0.2782) time: 18.4209 data: 12.6185 max mem: 29860 [09:49:42.836334] Epoch: [188] [ 20/2904] eta: 1:20:46 lr: 0.002182 loss: 0.1847 (0.1950) loss_rec_all: 0.2107 (0.2209) loss_rec_sfr: 0.2758 (0.2961) loss_cl: -0.2789 (-0.2789) time: 0.8435 data: 0.0999 max mem: 29860 [09:49:57.711323] Epoch: [188] [ 40/2904] eta: 0:58:24 lr: 0.002182 loss: 0.1840 (0.1967) loss_rec_all: 0.2102 (0.2225) loss_rec_sfr: 0.2402 (0.2938) loss_cl: -0.2779 (-0.2784) time: 0.7437 data: 0.0002 max mem: 29860 [09:50:12.586545] Epoch: [188] [ 60/2904] eta: 0:50:32 lr: 0.002182 loss: 0.1891 (0.2002) loss_rec_all: 0.2147 (0.2260) loss_rec_sfr: 0.2736 (0.3035) loss_cl: -0.2786 (-0.2789) time: 0.7437 data: 0.0002 max mem: 29860 [09:50:27.472617] Epoch: [188] [ 80/2904] eta: 0:46:26 lr: 0.002182 loss: 0.1870 (0.2007) loss_rec_all: 0.2123 (0.2264) loss_rec_sfr: 0.2863 (0.3078) loss_cl: -0.2752 (-0.2785) time: 0.7443 data: 0.0002 max mem: 29860 [09:50:42.393757] Epoch: [188] [ 100/2904] eta: 0:43:53 lr: 0.002182 loss: 0.1818 (0.1995) loss_rec_all: 0.2078 (0.2252) loss_rec_sfr: 0.2423 (0.3036) loss_cl: -0.2785 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [09:50:57.316759] Epoch: [188] [ 120/2904] eta: 0:42:05 lr: 0.002182 loss: 0.1849 (0.1981) loss_rec_all: 0.2112 (0.2239) loss_rec_sfr: 0.2594 (0.2980) loss_cl: -0.2779 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [09:51:12.251372] Epoch: [188] [ 140/2904] eta: 0:40:44 lr: 0.002182 loss: 0.1837 (0.1984) loss_rec_all: 0.2100 (0.2242) loss_rec_sfr: 0.2738 (0.2990) loss_cl: -0.2819 (-0.2793) time: 0.7467 data: 0.0002 max mem: 29860 [09:51:27.165187] Epoch: [188] [ 160/2904] eta: 0:39:39 lr: 0.002182 loss: 0.1851 (0.1984) loss_rec_all: 0.2108 (0.2242) loss_rec_sfr: 0.2694 (0.2978) loss_cl: -0.2774 (-0.2790) time: 0.7457 data: 0.0002 max mem: 29860 [09:51:42.086827] Epoch: [188] [ 180/2904] eta: 0:38:45 lr: 0.002182 loss: 0.1855 (0.1983) loss_rec_all: 0.2121 (0.2241) loss_rec_sfr: 0.2742 (0.2969) loss_cl: -0.2789 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [09:51:57.017182] Epoch: [188] [ 200/2904] eta: 0:37:59 lr: 0.002182 loss: 0.1840 (0.1982) loss_rec_all: 0.2103 (0.2240) loss_rec_sfr: 0.2713 (0.2969) loss_cl: -0.2789 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [09:52:11.939299] Epoch: [188] [ 220/2904] eta: 0:37:19 lr: 0.002182 loss: 0.1832 (0.1974) loss_rec_all: 0.2091 (0.2232) loss_rec_sfr: 0.2482 (0.2942) loss_cl: -0.2790 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [09:52:26.869257] Epoch: [188] [ 240/2904] eta: 0:36:43 lr: 0.002182 loss: 0.1852 (0.1973) loss_rec_all: 0.2110 (0.2231) loss_rec_sfr: 0.2662 (0.2937) loss_cl: -0.2787 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [09:52:41.795507] Epoch: [188] [ 260/2904] eta: 0:36:10 lr: 0.002182 loss: 0.1825 (0.1971) loss_rec_all: 0.2091 (0.2229) loss_rec_sfr: 0.2641 (0.2926) loss_cl: -0.2796 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [09:52:56.714749] Epoch: [188] [ 280/2904] eta: 0:35:39 lr: 0.002182 loss: 0.1863 (0.1973) loss_rec_all: 0.2122 (0.2231) loss_rec_sfr: 0.2644 (0.2930) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [09:53:11.634705] Epoch: [188] [ 300/2904] eta: 0:35:11 lr: 0.002182 loss: 0.1852 (0.1969) loss_rec_all: 0.2110 (0.2227) loss_rec_sfr: 0.2794 (0.2923) loss_cl: -0.2784 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [09:53:26.563157] Epoch: [188] [ 320/2904] eta: 0:34:44 lr: 0.002182 loss: 0.1909 (0.1975) loss_rec_all: 0.2166 (0.2233) loss_rec_sfr: 0.2883 (0.2942) loss_cl: -0.2783 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [09:53:41.490200] Epoch: [188] [ 340/2904] eta: 0:34:19 lr: 0.002182 loss: 0.1852 (0.1970) loss_rec_all: 0.2113 (0.2228) loss_rec_sfr: 0.2622 (0.2924) loss_cl: -0.2794 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [09:53:56.441101] Epoch: [188] [ 360/2904] eta: 0:33:55 lr: 0.002182 loss: 0.1832 (0.1964) loss_rec_all: 0.2096 (0.2223) loss_rec_sfr: 0.2653 (0.2904) loss_cl: -0.2801 (-0.2789) time: 0.7475 data: 0.0002 max mem: 29860 [09:54:11.371245] Epoch: [188] [ 380/2904] eta: 0:33:32 lr: 0.002182 loss: 0.1817 (0.1960) loss_rec_all: 0.2076 (0.2219) loss_rec_sfr: 0.2726 (0.2897) loss_cl: -0.2795 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [09:54:26.298760] Epoch: [188] [ 400/2904] eta: 0:33:10 lr: 0.002182 loss: 0.1879 (0.1963) loss_rec_all: 0.2142 (0.2221) loss_rec_sfr: 0.2680 (0.2900) loss_cl: -0.2783 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [09:54:41.218787] Epoch: [188] [ 420/2904] eta: 0:32:48 lr: 0.002182 loss: 0.1834 (0.1962) loss_rec_all: 0.2097 (0.2221) loss_rec_sfr: 0.2654 (0.2896) loss_cl: -0.2786 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [09:54:56.139547] Epoch: [188] [ 440/2904] eta: 0:32:27 lr: 0.002182 loss: 0.1906 (0.1962) loss_rec_all: 0.2165 (0.2221) loss_rec_sfr: 0.2717 (0.2896) loss_cl: -0.2791 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [09:55:11.062738] Epoch: [188] [ 460/2904] eta: 0:32:07 lr: 0.002182 loss: 0.1862 (0.1960) loss_rec_all: 0.2124 (0.2219) loss_rec_sfr: 0.2732 (0.2893) loss_cl: -0.2791 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [09:55:25.993974] Epoch: [188] [ 480/2904] eta: 0:31:47 lr: 0.002182 loss: 0.1846 (0.1960) loss_rec_all: 0.2111 (0.2219) loss_rec_sfr: 0.2699 (0.2893) loss_cl: -0.2785 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [09:55:40.914732] Epoch: [188] [ 500/2904] eta: 0:31:27 lr: 0.002182 loss: 0.1864 (0.1961) loss_rec_all: 0.2125 (0.2220) loss_rec_sfr: 0.2703 (0.2898) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [09:55:55.841808] Epoch: [188] [ 520/2904] eta: 0:31:08 lr: 0.002182 loss: 0.1832 (0.1960) loss_rec_all: 0.2091 (0.2218) loss_rec_sfr: 0.2748 (0.2895) loss_cl: -0.2788 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [09:56:10.772980] Epoch: [188] [ 540/2904] eta: 0:30:49 lr: 0.002182 loss: 0.1816 (0.1955) loss_rec_all: 0.2076 (0.2214) loss_rec_sfr: 0.2659 (0.2883) loss_cl: -0.2798 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [09:56:25.698554] Epoch: [188] [ 560/2904] eta: 0:30:30 lr: 0.002182 loss: 0.1869 (0.1953) loss_rec_all: 0.2128 (0.2212) loss_rec_sfr: 0.2556 (0.2871) loss_cl: -0.2798 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [09:56:40.630196] Epoch: [188] [ 580/2904] eta: 0:30:12 lr: 0.002182 loss: 0.1837 (0.1952) loss_rec_all: 0.2101 (0.2210) loss_rec_sfr: 0.2358 (0.2861) loss_cl: -0.2795 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [09:56:55.554387] Epoch: [188] [ 600/2904] eta: 0:29:54 lr: 0.002182 loss: 0.1847 (0.1951) loss_rec_all: 0.2106 (0.2209) loss_rec_sfr: 0.2704 (0.2858) loss_cl: -0.2781 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [09:57:10.474004] Epoch: [188] [ 620/2904] eta: 0:29:36 lr: 0.002182 loss: 0.1864 (0.1953) loss_rec_all: 0.2128 (0.2211) loss_rec_sfr: 0.2869 (0.2864) loss_cl: -0.2781 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [09:57:25.392957] Epoch: [188] [ 640/2904] eta: 0:29:18 lr: 0.002182 loss: 0.1889 (0.1953) loss_rec_all: 0.2146 (0.2212) loss_rec_sfr: 0.2617 (0.2863) loss_cl: -0.2781 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [09:57:40.315277] Epoch: [188] [ 660/2904] eta: 0:29:00 lr: 0.002182 loss: 0.1853 (0.1953) loss_rec_all: 0.2117 (0.2212) loss_rec_sfr: 0.2738 (0.2865) loss_cl: -0.2788 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [09:57:55.232523] Epoch: [188] [ 680/2904] eta: 0:28:43 lr: 0.002182 loss: 0.1900 (0.1954) loss_rec_all: 0.2161 (0.2213) loss_rec_sfr: 0.2696 (0.2866) loss_cl: -0.2795 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [09:58:10.154110] Epoch: [188] [ 700/2904] eta: 0:28:25 lr: 0.002182 loss: 0.1885 (0.1956) loss_rec_all: 0.2145 (0.2215) loss_rec_sfr: 0.2786 (0.2870) loss_cl: -0.2798 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [09:58:25.079864] Epoch: [188] [ 720/2904] eta: 0:28:08 lr: 0.002182 loss: 0.1859 (0.1956) loss_rec_all: 0.2123 (0.2215) loss_rec_sfr: 0.2661 (0.2868) loss_cl: -0.2797 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [09:58:40.007439] Epoch: [188] [ 740/2904] eta: 0:27:51 lr: 0.002182 loss: 0.1843 (0.1956) loss_rec_all: 0.2103 (0.2215) loss_rec_sfr: 0.2488 (0.2870) loss_cl: -0.2784 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [09:58:54.937546] Epoch: [188] [ 760/2904] eta: 0:27:34 lr: 0.002182 loss: 0.1909 (0.1958) loss_rec_all: 0.2167 (0.2216) loss_rec_sfr: 0.2711 (0.2873) loss_cl: -0.2782 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [09:59:09.858839] Epoch: [188] [ 780/2904] eta: 0:27:17 lr: 0.002182 loss: 0.1858 (0.1956) loss_rec_all: 0.2117 (0.2215) loss_rec_sfr: 0.2616 (0.2867) loss_cl: -0.2787 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [09:59:24.789549] Epoch: [188] [ 800/2904] eta: 0:27:01 lr: 0.002182 loss: 0.1836 (0.1954) loss_rec_all: 0.2102 (0.2213) loss_rec_sfr: 0.2407 (0.2859) loss_cl: -0.2795 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [09:59:39.716432] Epoch: [188] [ 820/2904] eta: 0:26:44 lr: 0.002182 loss: 0.1878 (0.1953) loss_rec_all: 0.2141 (0.2212) loss_rec_sfr: 0.2652 (0.2852) loss_cl: -0.2790 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [09:59:54.635098] Epoch: [188] [ 840/2904] eta: 0:26:28 lr: 0.002182 loss: 0.1829 (0.1952) loss_rec_all: 0.2089 (0.2211) loss_rec_sfr: 0.2790 (0.2852) loss_cl: -0.2787 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [10:00:09.552112] Epoch: [188] [ 860/2904] eta: 0:26:11 lr: 0.002182 loss: 0.1800 (0.1950) loss_rec_all: 0.2059 (0.2209) loss_rec_sfr: 0.2709 (0.2848) loss_cl: -0.2792 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [10:00:24.469619] Epoch: [188] [ 880/2904] eta: 0:25:55 lr: 0.002181 loss: 0.1849 (0.1950) loss_rec_all: 0.2113 (0.2209) loss_rec_sfr: 0.2651 (0.2849) loss_cl: -0.2784 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [10:00:39.393075] Epoch: [188] [ 900/2904] eta: 0:25:38 lr: 0.002181 loss: 0.1852 (0.1951) loss_rec_all: 0.2115 (0.2210) loss_rec_sfr: 0.2767 (0.2852) loss_cl: -0.2795 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [10:00:54.314212] Epoch: [188] [ 920/2904] eta: 0:25:22 lr: 0.002181 loss: 0.1863 (0.1953) loss_rec_all: 0.2125 (0.2212) loss_rec_sfr: 0.2660 (0.2857) loss_cl: -0.2787 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [10:01:09.241003] Epoch: [188] [ 940/2904] eta: 0:25:06 lr: 0.002181 loss: 0.1864 (0.1953) loss_rec_all: 0.2123 (0.2212) loss_rec_sfr: 0.2698 (0.2859) loss_cl: -0.2787 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [10:01:24.168981] Epoch: [188] [ 960/2904] eta: 0:24:50 lr: 0.002181 loss: 0.1872 (0.1954) loss_rec_all: 0.2134 (0.2213) loss_rec_sfr: 0.2729 (0.2862) loss_cl: -0.2783 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [10:01:39.096239] Epoch: [188] [ 980/2904] eta: 0:24:33 lr: 0.002181 loss: 0.1837 (0.1953) loss_rec_all: 0.2096 (0.2212) loss_rec_sfr: 0.2742 (0.2860) loss_cl: -0.2783 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [10:01:54.024779] Epoch: [188] [1000/2904] eta: 0:24:17 lr: 0.002181 loss: 0.1839 (0.1952) loss_rec_all: 0.2100 (0.2211) loss_rec_sfr: 0.2745 (0.2858) loss_cl: -0.2787 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [10:02:08.954613] Epoch: [188] [1020/2904] eta: 0:24:01 lr: 0.002181 loss: 0.1866 (0.1953) loss_rec_all: 0.2129 (0.2212) loss_rec_sfr: 0.2703 (0.2860) loss_cl: -0.2788 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [10:02:23.887667] Epoch: [188] [1040/2904] eta: 0:23:45 lr: 0.002181 loss: 0.1927 (0.1956) loss_rec_all: 0.2188 (0.2215) loss_rec_sfr: 0.2662 (0.2869) loss_cl: -0.2792 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [10:02:38.814767] Epoch: [188] [1060/2904] eta: 0:23:29 lr: 0.002181 loss: 0.1946 (0.1958) loss_rec_all: 0.2205 (0.2216) loss_rec_sfr: 0.2703 (0.2873) loss_cl: -0.2792 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [10:02:53.733448] Epoch: [188] [1080/2904] eta: 0:23:13 lr: 0.002181 loss: 0.1837 (0.1957) loss_rec_all: 0.2099 (0.2216) loss_rec_sfr: 0.2724 (0.2871) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [10:03:08.659964] Epoch: [188] [1100/2904] eta: 0:22:58 lr: 0.002181 loss: 0.1849 (0.1958) loss_rec_all: 0.2107 (0.2217) loss_rec_sfr: 0.2721 (0.2873) loss_cl: -0.2783 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [10:03:23.584974] Epoch: [188] [1120/2904] eta: 0:22:42 lr: 0.002181 loss: 0.1844 (0.1958) loss_rec_all: 0.2106 (0.2217) loss_rec_sfr: 0.2677 (0.2875) loss_cl: -0.2790 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [10:03:38.515123] Epoch: [188] [1140/2904] eta: 0:22:26 lr: 0.002181 loss: 0.1936 (0.1961) loss_rec_all: 0.2195 (0.2220) loss_rec_sfr: 0.2871 (0.2884) loss_cl: -0.2788 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [10:03:53.442486] Epoch: [188] [1160/2904] eta: 0:22:10 lr: 0.002181 loss: 0.1854 (0.1963) loss_rec_all: 0.2119 (0.2221) loss_rec_sfr: 0.2727 (0.2888) loss_cl: -0.2787 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [10:04:08.366924] Epoch: [188] [1180/2904] eta: 0:21:54 lr: 0.002181 loss: 0.1863 (0.1964) loss_rec_all: 0.2126 (0.2223) loss_rec_sfr: 0.2646 (0.2892) loss_cl: -0.2772 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [10:04:23.292012] Epoch: [188] [1200/2904] eta: 0:21:39 lr: 0.002181 loss: 0.1893 (0.1965) loss_rec_all: 0.2151 (0.2224) loss_rec_sfr: 0.2920 (0.2896) loss_cl: -0.2785 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [10:04:38.214415] Epoch: [188] [1220/2904] eta: 0:21:23 lr: 0.002181 loss: 0.1832 (0.1965) loss_rec_all: 0.2091 (0.2224) loss_rec_sfr: 0.2638 (0.2896) loss_cl: -0.2777 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [10:04:53.129203] Epoch: [188] [1240/2904] eta: 0:21:07 lr: 0.002181 loss: 0.1839 (0.1965) loss_rec_all: 0.2106 (0.2224) loss_rec_sfr: 0.2680 (0.2895) loss_cl: -0.2799 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [10:05:08.054216] Epoch: [188] [1260/2904] eta: 0:20:52 lr: 0.002181 loss: 0.1912 (0.1968) loss_rec_all: 0.2168 (0.2227) loss_rec_sfr: 0.2893 (0.2904) loss_cl: -0.2778 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [10:05:22.978014] Epoch: [188] [1280/2904] eta: 0:20:36 lr: 0.002181 loss: 0.1891 (0.1968) loss_rec_all: 0.2149 (0.2227) loss_rec_sfr: 0.2710 (0.2906) loss_cl: -0.2775 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [10:05:37.904066] Epoch: [188] [1300/2904] eta: 0:20:20 lr: 0.002181 loss: 0.1861 (0.1968) loss_rec_all: 0.2117 (0.2227) loss_rec_sfr: 0.2831 (0.2908) loss_cl: -0.2777 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [10:05:52.823678] Epoch: [188] [1320/2904] eta: 0:20:05 lr: 0.002181 loss: 0.1843 (0.1967) loss_rec_all: 0.2103 (0.2226) loss_rec_sfr: 0.2695 (0.2905) loss_cl: -0.2782 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [10:06:07.743524] Epoch: [188] [1340/2904] eta: 0:19:49 lr: 0.002181 loss: 0.1875 (0.1968) loss_rec_all: 0.2135 (0.2226) loss_rec_sfr: 0.2764 (0.2906) loss_cl: -0.2791 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [10:06:22.665704] Epoch: [188] [1360/2904] eta: 0:19:34 lr: 0.002181 loss: 0.1852 (0.1967) loss_rec_all: 0.2112 (0.2226) loss_rec_sfr: 0.2746 (0.2904) loss_cl: -0.2783 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [10:06:37.585384] Epoch: [188] [1380/2904] eta: 0:19:18 lr: 0.002181 loss: 0.1868 (0.1967) loss_rec_all: 0.2135 (0.2225) loss_rec_sfr: 0.2748 (0.2904) loss_cl: -0.2799 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [10:06:52.504265] Epoch: [188] [1400/2904] eta: 0:19:03 lr: 0.002181 loss: 0.1840 (0.1966) loss_rec_all: 0.2098 (0.2224) loss_rec_sfr: 0.2550 (0.2901) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [10:07:07.426086] Epoch: [188] [1420/2904] eta: 0:18:47 lr: 0.002181 loss: 0.1903 (0.1966) loss_rec_all: 0.2162 (0.2224) loss_rec_sfr: 0.2714 (0.2900) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [10:07:22.346351] Epoch: [188] [1440/2904] eta: 0:18:32 lr: 0.002181 loss: 0.1862 (0.1966) loss_rec_all: 0.2120 (0.2224) loss_rec_sfr: 0.2382 (0.2899) loss_cl: -0.2783 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [10:07:37.263993] Epoch: [188] [1460/2904] eta: 0:18:16 lr: 0.002181 loss: 0.1839 (0.1965) loss_rec_all: 0.2104 (0.2223) loss_rec_sfr: 0.2652 (0.2894) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [10:07:52.182148] Epoch: [188] [1480/2904] eta: 0:18:01 lr: 0.002181 loss: 0.1854 (0.1964) loss_rec_all: 0.2115 (0.2223) loss_rec_sfr: 0.2725 (0.2893) loss_cl: -0.2784 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [10:08:07.098616] Epoch: [188] [1500/2904] eta: 0:17:45 lr: 0.002181 loss: 0.1884 (0.1965) loss_rec_all: 0.2144 (0.2223) loss_rec_sfr: 0.2682 (0.2895) loss_cl: -0.2782 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [10:08:22.015277] Epoch: [188] [1520/2904] eta: 0:17:30 lr: 0.002181 loss: 0.1871 (0.1965) loss_rec_all: 0.2136 (0.2223) loss_rec_sfr: 0.2753 (0.2895) loss_cl: -0.2793 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [10:08:36.933067] Epoch: [188] [1540/2904] eta: 0:17:15 lr: 0.002181 loss: 0.1860 (0.1966) loss_rec_all: 0.2120 (0.2225) loss_rec_sfr: 0.2749 (0.2899) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [10:08:51.854823] Epoch: [188] [1560/2904] eta: 0:16:59 lr: 0.002181 loss: 0.1852 (0.1966) loss_rec_all: 0.2112 (0.2224) loss_rec_sfr: 0.2680 (0.2900) loss_cl: -0.2797 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [10:09:06.775186] Epoch: [188] [1580/2904] eta: 0:16:44 lr: 0.002181 loss: 0.1896 (0.1966) loss_rec_all: 0.2157 (0.2225) loss_rec_sfr: 0.2678 (0.2901) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [10:09:21.695553] Epoch: [188] [1600/2904] eta: 0:16:28 lr: 0.002181 loss: 0.1857 (0.1966) loss_rec_all: 0.2114 (0.2225) loss_rec_sfr: 0.2874 (0.2903) loss_cl: -0.2782 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [10:09:36.618702] Epoch: [188] [1620/2904] eta: 0:16:13 lr: 0.002181 loss: 0.1860 (0.1967) loss_rec_all: 0.2119 (0.2225) loss_rec_sfr: 0.2679 (0.2904) loss_cl: -0.2783 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [10:09:51.538997] Epoch: [188] [1640/2904] eta: 0:15:58 lr: 0.002181 loss: 0.1852 (0.1966) loss_rec_all: 0.2111 (0.2224) loss_rec_sfr: 0.2721 (0.2902) loss_cl: -0.2784 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [10:10:06.459888] Epoch: [188] [1660/2904] eta: 0:15:42 lr: 0.002181 loss: 0.1876 (0.1966) loss_rec_all: 0.2134 (0.2225) loss_rec_sfr: 0.2850 (0.2904) loss_cl: -0.2801 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [10:10:21.382126] Epoch: [188] [1680/2904] eta: 0:15:27 lr: 0.002181 loss: 0.1863 (0.1966) loss_rec_all: 0.2121 (0.2224) loss_rec_sfr: 0.2333 (0.2901) loss_cl: -0.2792 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [10:10:36.441875] Epoch: [188] [1700/2904] eta: 0:15:12 lr: 0.002181 loss: 0.1823 (0.1965) loss_rec_all: 0.2084 (0.2223) loss_rec_sfr: 0.2595 (0.2897) loss_cl: -0.2786 (-0.2788) time: 0.7529 data: 0.0002 max mem: 29860 [10:10:51.363669] Epoch: [188] [1720/2904] eta: 0:14:56 lr: 0.002181 loss: 0.1803 (0.1964) loss_rec_all: 0.2068 (0.2223) loss_rec_sfr: 0.2636 (0.2896) loss_cl: -0.2780 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [10:11:06.282066] Epoch: [188] [1740/2904] eta: 0:14:41 lr: 0.002181 loss: 0.1848 (0.1964) loss_rec_all: 0.2108 (0.2222) loss_rec_sfr: 0.2659 (0.2894) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [10:11:21.194786] Epoch: [188] [1760/2904] eta: 0:14:26 lr: 0.002181 loss: 0.1853 (0.1963) loss_rec_all: 0.2118 (0.2222) loss_rec_sfr: 0.2671 (0.2893) loss_cl: -0.2795 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [10:11:36.113017] Epoch: [188] [1780/2904] eta: 0:14:11 lr: 0.002181 loss: 0.1864 (0.1964) loss_rec_all: 0.2123 (0.2222) loss_rec_sfr: 0.2680 (0.2894) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [10:11:51.028505] Epoch: [188] [1800/2904] eta: 0:13:55 lr: 0.002181 loss: 0.1899 (0.1964) loss_rec_all: 0.2159 (0.2222) loss_rec_sfr: 0.2698 (0.2893) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [10:12:05.947255] Epoch: [188] [1820/2904] eta: 0:13:40 lr: 0.002181 loss: 0.1836 (0.1964) loss_rec_all: 0.2094 (0.2222) loss_rec_sfr: 0.2748 (0.2895) loss_cl: -0.2773 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [10:12:20.871862] Epoch: [188] [1840/2904] eta: 0:13:25 lr: 0.002181 loss: 0.1865 (0.1964) loss_rec_all: 0.2124 (0.2222) loss_rec_sfr: 0.2670 (0.2893) loss_cl: -0.2794 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [10:12:35.801641] Epoch: [188] [1860/2904] eta: 0:13:09 lr: 0.002181 loss: 0.1851 (0.1964) loss_rec_all: 0.2110 (0.2222) loss_rec_sfr: 0.2677 (0.2894) loss_cl: -0.2799 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [10:12:50.720391] Epoch: [188] [1880/2904] eta: 0:12:54 lr: 0.002181 loss: 0.1899 (0.1964) loss_rec_all: 0.2160 (0.2223) loss_rec_sfr: 0.2672 (0.2895) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [10:13:05.641529] Epoch: [188] [1900/2904] eta: 0:12:39 lr: 0.002180 loss: 0.1876 (0.1964) loss_rec_all: 0.2135 (0.2223) loss_rec_sfr: 0.2682 (0.2894) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [10:13:20.566402] Epoch: [188] [1920/2904] eta: 0:12:24 lr: 0.002180 loss: 0.1839 (0.1964) loss_rec_all: 0.2100 (0.2222) loss_rec_sfr: 0.2608 (0.2893) loss_cl: -0.2788 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [10:13:35.484846] Epoch: [188] [1940/2904] eta: 0:12:09 lr: 0.002180 loss: 0.1916 (0.1965) loss_rec_all: 0.2176 (0.2223) loss_rec_sfr: 0.2835 (0.2896) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [10:13:50.405270] Epoch: [188] [1960/2904] eta: 0:11:53 lr: 0.002180 loss: 0.1864 (0.1965) loss_rec_all: 0.2127 (0.2223) loss_rec_sfr: 0.2812 (0.2897) loss_cl: -0.2792 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [10:14:05.325773] Epoch: [188] [1980/2904] eta: 0:11:38 lr: 0.002180 loss: 0.1841 (0.1965) loss_rec_all: 0.2101 (0.2223) loss_rec_sfr: 0.2678 (0.2897) loss_cl: -0.2779 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [10:14:20.249592] Epoch: [188] [2000/2904] eta: 0:11:23 lr: 0.002180 loss: 0.1886 (0.1965) loss_rec_all: 0.2144 (0.2223) loss_rec_sfr: 0.2768 (0.2897) loss_cl: -0.2785 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [10:14:35.180737] Epoch: [188] [2020/2904] eta: 0:11:08 lr: 0.002180 loss: 0.1833 (0.1964) loss_rec_all: 0.2095 (0.2223) loss_rec_sfr: 0.2623 (0.2896) loss_cl: -0.2786 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [10:14:50.116415] Epoch: [188] [2040/2904] eta: 0:10:52 lr: 0.002180 loss: 0.1850 (0.1964) loss_rec_all: 0.2112 (0.2223) loss_rec_sfr: 0.2533 (0.2894) loss_cl: -0.2790 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [10:15:05.059270] Epoch: [188] [2060/2904] eta: 0:10:37 lr: 0.002180 loss: 0.1890 (0.1964) loss_rec_all: 0.2150 (0.2223) loss_rec_sfr: 0.2641 (0.2894) loss_cl: -0.2792 (-0.2788) time: 0.7471 data: 0.0002 max mem: 29860 [10:15:20.008303] Epoch: [188] [2080/2904] eta: 0:10:22 lr: 0.002180 loss: 0.1878 (0.1964) loss_rec_all: 0.2140 (0.2223) loss_rec_sfr: 0.2646 (0.2893) loss_cl: -0.2786 (-0.2788) time: 0.7474 data: 0.0003 max mem: 29860 [10:15:34.965744] Epoch: [188] [2100/2904] eta: 0:10:07 lr: 0.002180 loss: 0.1901 (0.1964) loss_rec_all: 0.2165 (0.2223) loss_rec_sfr: 0.2665 (0.2892) loss_cl: -0.2802 (-0.2788) time: 0.7478 data: 0.0002 max mem: 29860 [10:15:49.885662] Epoch: [188] [2120/2904] eta: 0:09:52 lr: 0.002180 loss: 0.1864 (0.1964) loss_rec_all: 0.2123 (0.2223) loss_rec_sfr: 0.2777 (0.2892) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [10:16:04.802530] Epoch: [188] [2140/2904] eta: 0:09:37 lr: 0.002180 loss: 0.1889 (0.1964) loss_rec_all: 0.2151 (0.2222) loss_rec_sfr: 0.2708 (0.2891) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [10:16:19.728475] Epoch: [188] [2160/2904] eta: 0:09:21 lr: 0.002180 loss: 0.1893 (0.1963) loss_rec_all: 0.2149 (0.2222) loss_rec_sfr: 0.2714 (0.2889) loss_cl: -0.2788 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [10:16:34.679084] Epoch: [188] [2180/2904] eta: 0:09:06 lr: 0.002180 loss: 0.1838 (0.1963) loss_rec_all: 0.2102 (0.2221) loss_rec_sfr: 0.2313 (0.2887) loss_cl: -0.2789 (-0.2788) time: 0.7475 data: 0.0003 max mem: 29860 [10:16:49.598903] Epoch: [188] [2200/2904] eta: 0:08:51 lr: 0.002180 loss: 0.1857 (0.1963) loss_rec_all: 0.2119 (0.2221) loss_rec_sfr: 0.2830 (0.2887) loss_cl: -0.2794 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [10:17:04.514543] Epoch: [188] [2220/2904] eta: 0:08:36 lr: 0.002180 loss: 0.1892 (0.1963) loss_rec_all: 0.2150 (0.2221) loss_rec_sfr: 0.2749 (0.2888) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [10:17:19.439779] Epoch: [188] [2240/2904] eta: 0:08:21 lr: 0.002180 loss: 0.1837 (0.1963) loss_rec_all: 0.2095 (0.2221) loss_rec_sfr: 0.2724 (0.2889) loss_cl: -0.2782 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [10:17:34.387084] Epoch: [188] [2260/2904] eta: 0:08:06 lr: 0.002180 loss: 0.1850 (0.1963) loss_rec_all: 0.2110 (0.2221) loss_rec_sfr: 0.2702 (0.2888) loss_cl: -0.2788 (-0.2788) time: 0.7473 data: 0.0003 max mem: 29860 [10:17:49.331218] Epoch: [188] [2280/2904] eta: 0:07:50 lr: 0.002180 loss: 0.1864 (0.1963) loss_rec_all: 0.2125 (0.2221) loss_rec_sfr: 0.2700 (0.2889) loss_cl: -0.2791 (-0.2788) time: 0.7472 data: 0.0002 max mem: 29860 [10:18:04.254940] Epoch: [188] [2300/2904] eta: 0:07:35 lr: 0.002180 loss: 0.1900 (0.1963) loss_rec_all: 0.2159 (0.2222) loss_rec_sfr: 0.2618 (0.2890) loss_cl: -0.2787 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [10:18:19.203919] Epoch: [188] [2320/2904] eta: 0:07:20 lr: 0.002180 loss: 0.1865 (0.1963) loss_rec_all: 0.2124 (0.2222) loss_rec_sfr: 0.2820 (0.2890) loss_cl: -0.2783 (-0.2788) time: 0.7474 data: 0.0005 max mem: 29860 [10:18:34.156593] Epoch: [188] [2340/2904] eta: 0:07:05 lr: 0.002180 loss: 0.1869 (0.1963) loss_rec_all: 0.2134 (0.2221) loss_rec_sfr: 0.2658 (0.2890) loss_cl: -0.2789 (-0.2788) time: 0.7476 data: 0.0003 max mem: 29860 [10:18:49.102991] Epoch: [188] [2360/2904] eta: 0:06:50 lr: 0.002180 loss: 0.1849 (0.1963) loss_rec_all: 0.2108 (0.2221) loss_rec_sfr: 0.2729 (0.2890) loss_cl: -0.2787 (-0.2788) time: 0.7473 data: 0.0003 max mem: 29860 [10:19:04.055542] Epoch: [188] [2380/2904] eta: 0:06:35 lr: 0.002180 loss: 0.1832 (0.1963) loss_rec_all: 0.2091 (0.2221) loss_rec_sfr: 0.2629 (0.2889) loss_cl: -0.2785 (-0.2788) time: 0.7476 data: 0.0002 max mem: 29860 [10:19:19.007549] Epoch: [188] [2400/2904] eta: 0:06:20 lr: 0.002180 loss: 0.1835 (0.1962) loss_rec_all: 0.2100 (0.2221) loss_rec_sfr: 0.2574 (0.2887) loss_cl: -0.2789 (-0.2788) time: 0.7476 data: 0.0002 max mem: 29860 [10:19:33.955059] Epoch: [188] [2420/2904] eta: 0:06:05 lr: 0.002180 loss: 0.1885 (0.1963) loss_rec_all: 0.2145 (0.2221) loss_rec_sfr: 0.2711 (0.2888) loss_cl: -0.2787 (-0.2788) time: 0.7473 data: 0.0002 max mem: 29860 [10:19:48.911151] Epoch: [188] [2440/2904] eta: 0:05:49 lr: 0.002180 loss: 0.1865 (0.1963) loss_rec_all: 0.2128 (0.2222) loss_rec_sfr: 0.2773 (0.2890) loss_cl: -0.2783 (-0.2788) time: 0.7478 data: 0.0002 max mem: 29860 [10:20:03.860002] Epoch: [188] [2460/2904] eta: 0:05:34 lr: 0.002180 loss: 0.1824 (0.1963) loss_rec_all: 0.2083 (0.2221) loss_rec_sfr: 0.2832 (0.2891) loss_cl: -0.2792 (-0.2788) time: 0.7474 data: 0.0002 max mem: 29860 [10:20:18.798865] Epoch: [188] [2480/2904] eta: 0:05:19 lr: 0.002180 loss: 0.1843 (0.1963) loss_rec_all: 0.2108 (0.2221) loss_rec_sfr: 0.2355 (0.2889) loss_cl: -0.2785 (-0.2788) time: 0.7469 data: 0.0002 max mem: 29860 [10:20:33.737170] Epoch: [188] [2500/2904] eta: 0:05:04 lr: 0.002180 loss: 0.1865 (0.1963) loss_rec_all: 0.2129 (0.2222) loss_rec_sfr: 0.2644 (0.2891) loss_cl: -0.2791 (-0.2788) time: 0.7469 data: 0.0002 max mem: 29860 [10:20:48.666393] Epoch: [188] [2520/2904] eta: 0:04:49 lr: 0.002180 loss: 0.1885 (0.1963) loss_rec_all: 0.2150 (0.2222) loss_rec_sfr: 0.2669 (0.2891) loss_cl: -0.2784 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [10:21:03.593539] Epoch: [188] [2540/2904] eta: 0:04:34 lr: 0.002180 loss: 0.1848 (0.1962) loss_rec_all: 0.2108 (0.2221) loss_rec_sfr: 0.2682 (0.2888) loss_cl: -0.2786 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [10:21:18.508777] Epoch: [188] [2560/2904] eta: 0:04:19 lr: 0.002180 loss: 0.1842 (0.1962) loss_rec_all: 0.2102 (0.2221) loss_rec_sfr: 0.2713 (0.2888) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [10:21:33.425682] Epoch: [188] [2580/2904] eta: 0:04:04 lr: 0.002180 loss: 0.1883 (0.1962) loss_rec_all: 0.2142 (0.2221) loss_rec_sfr: 0.2782 (0.2889) loss_cl: -0.2795 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [10:21:48.344582] Epoch: [188] [2600/2904] eta: 0:03:49 lr: 0.002180 loss: 0.1878 (0.1963) loss_rec_all: 0.2137 (0.2221) loss_rec_sfr: 0.2831 (0.2890) loss_cl: -0.2795 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [10:22:03.262665] Epoch: [188] [2620/2904] eta: 0:03:34 lr: 0.002180 loss: 0.1883 (0.1963) loss_rec_all: 0.2141 (0.2222) loss_rec_sfr: 0.2848 (0.2892) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [10:22:18.180150] Epoch: [188] [2640/2904] eta: 0:03:18 lr: 0.002180 loss: 0.1857 (0.1963) loss_rec_all: 0.2115 (0.2222) loss_rec_sfr: 0.2662 (0.2892) loss_cl: -0.2783 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [10:22:33.098637] Epoch: [188] [2660/2904] eta: 0:03:03 lr: 0.002180 loss: 0.1847 (0.1963) loss_rec_all: 0.2110 (0.2221) loss_rec_sfr: 0.2347 (0.2890) loss_cl: -0.2783 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [10:22:48.010530] Epoch: [188] [2680/2904] eta: 0:02:48 lr: 0.002180 loss: 0.1868 (0.1963) loss_rec_all: 0.2135 (0.2222) loss_rec_sfr: 0.2696 (0.2891) loss_cl: -0.2793 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [10:23:02.924573] Epoch: [188] [2700/2904] eta: 0:02:33 lr: 0.002180 loss: 0.1859 (0.1963) loss_rec_all: 0.2120 (0.2222) loss_rec_sfr: 0.2808 (0.2893) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [10:23:17.841878] Epoch: [188] [2720/2904] eta: 0:02:18 lr: 0.002180 loss: 0.1877 (0.1964) loss_rec_all: 0.2142 (0.2222) loss_rec_sfr: 0.2536 (0.2894) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [10:23:32.757941] Epoch: [188] [2740/2904] eta: 0:02:03 lr: 0.002180 loss: 0.1887 (0.1964) loss_rec_all: 0.2142 (0.2222) loss_rec_sfr: 0.2780 (0.2895) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [10:23:47.667001] Epoch: [188] [2760/2904] eta: 0:01:48 lr: 0.002180 loss: 0.1838 (0.1963) loss_rec_all: 0.2099 (0.2222) loss_rec_sfr: 0.2728 (0.2893) loss_cl: -0.2784 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [10:24:02.580711] Epoch: [188] [2780/2904] eta: 0:01:33 lr: 0.002180 loss: 0.1817 (0.1963) loss_rec_all: 0.2076 (0.2221) loss_rec_sfr: 0.2772 (0.2893) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [10:24:17.485916] Epoch: [188] [2800/2904] eta: 0:01:18 lr: 0.002180 loss: 0.1846 (0.1963) loss_rec_all: 0.2106 (0.2222) loss_rec_sfr: 0.2772 (0.2893) loss_cl: -0.2784 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [10:24:32.399009] Epoch: [188] [2820/2904] eta: 0:01:03 lr: 0.002180 loss: 0.1915 (0.1964) loss_rec_all: 0.2176 (0.2222) loss_rec_sfr: 0.2826 (0.2895) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [10:24:47.343718] Epoch: [188] [2840/2904] eta: 0:00:48 lr: 0.002180 loss: 0.1903 (0.1964) loss_rec_all: 0.2160 (0.2222) loss_rec_sfr: 0.2777 (0.2896) loss_cl: -0.2790 (-0.2788) time: 0.7472 data: 0.0023 max mem: 29860 [10:25:02.245533] Epoch: [188] [2860/2904] eta: 0:00:33 lr: 0.002180 loss: 0.1855 (0.1963) loss_rec_all: 0.2115 (0.2222) loss_rec_sfr: 0.2725 (0.2895) loss_cl: -0.2799 (-0.2788) time: 0.7451 data: 0.0001 max mem: 29860 [10:25:17.147813] Epoch: [188] [2880/2904] eta: 0:00:18 lr: 0.002180 loss: 0.1868 (0.1963) loss_rec_all: 0.2130 (0.2222) loss_rec_sfr: 0.2758 (0.2894) loss_cl: -0.2796 (-0.2788) time: 0.7451 data: 0.0001 max mem: 29860 [10:25:32.054185] Epoch: [188] [2900/2904] eta: 0:00:03 lr: 0.002179 loss: 0.1862 (0.1963) loss_rec_all: 0.2126 (0.2222) loss_rec_sfr: 0.2357 (0.2894) loss_cl: -0.2785 (-0.2788) time: 0.7453 data: 0.0001 max mem: 29860 [10:25:34.296999] Epoch: [188] [2903/2904] eta: 0:00:00 lr: 0.002179 loss: 0.1864 (0.1963) loss_rec_all: 0.2126 (0.2222) loss_rec_sfr: 0.2357 (0.2895) loss_cl: -0.2781 (-0.2788) time: 0.7453 data: 0.0001 max mem: 29860 [10:25:36.463918] Epoch: [188] Total time: 0:36:28 (0.7538 s / it) [10:25:36.475093] Averaged stats: lr: 0.002179 loss: 0.1864 (0.1982) loss_rec_all: 0.2126 (0.2217) loss_rec_sfr: 0.2357 (0.2879) loss_cl: -0.2781 (-0.2555) [10:25:36.479904] log_dir: ./checkpoint/VF2_ViT-B [10:25:54.283211] Epoch: [189] [ 0/2904] eta: 14:21:38 lr: 0.002179 loss: 0.1924 (0.1924) loss_rec_all: 0.2183 (0.2183) loss_rec_sfr: 0.2607 (0.2607) loss_cl: -0.2774 (-0.2774) time: 17.8026 data: 15.8481 max mem: 29860 [10:26:11.335655] Epoch: [189] [ 20/2904] eta: 1:19:46 lr: 0.002179 loss: 0.1860 (0.1907) loss_rec_all: 0.2119 (0.2167) loss_rec_sfr: 0.2657 (0.2705) loss_cl: -0.2781 (-0.2782) time: 0.8526 data: 0.0002 max mem: 29860 [10:26:26.208075] Epoch: [189] [ 40/2904] eta: 0:57:53 lr: 0.002179 loss: 0.1826 (0.1923) loss_rec_all: 0.2086 (0.2182) loss_rec_sfr: 0.2711 (0.2753) loss_cl: -0.2787 (-0.2785) time: 0.7436 data: 0.0002 max mem: 29860 [10:26:41.084561] Epoch: [189] [ 60/2904] eta: 0:50:11 lr: 0.002179 loss: 0.1837 (0.1919) loss_rec_all: 0.2100 (0.2178) loss_rec_sfr: 0.2610 (0.2732) loss_cl: -0.2789 (-0.2787) time: 0.7438 data: 0.0002 max mem: 29860 [10:26:55.996701] Epoch: [189] [ 80/2904] eta: 0:46:12 lr: 0.002179 loss: 0.1885 (0.1917) loss_rec_all: 0.2142 (0.2176) loss_rec_sfr: 0.2677 (0.2738) loss_cl: -0.2796 (-0.2789) time: 0.7456 data: 0.0003 max mem: 29860 [10:27:10.897560] Epoch: [189] [ 100/2904] eta: 0:43:41 lr: 0.002179 loss: 0.1931 (0.1933) loss_rec_all: 0.2192 (0.2193) loss_rec_sfr: 0.2680 (0.2775) loss_cl: -0.2794 (-0.2789) time: 0.7449 data: 0.0003 max mem: 29860 [10:27:25.807824] Epoch: [189] [ 120/2904] eta: 0:41:55 lr: 0.002179 loss: 0.1863 (0.1936) loss_rec_all: 0.2123 (0.2195) loss_rec_sfr: 0.2713 (0.2783) loss_cl: -0.2787 (-0.2789) time: 0.7455 data: 0.0003 max mem: 29860 [10:27:40.724528] Epoch: [189] [ 140/2904] eta: 0:40:35 lr: 0.002179 loss: 0.1858 (0.1936) loss_rec_all: 0.2117 (0.2196) loss_rec_sfr: 0.2717 (0.2794) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0004 max mem: 29860 [10:27:55.631151] Epoch: [189] [ 160/2904] eta: 0:39:31 lr: 0.002179 loss: 0.1850 (0.1937) loss_rec_all: 0.2107 (0.2197) loss_rec_sfr: 0.2569 (0.2796) loss_cl: -0.2788 (-0.2788) time: 0.7453 data: 0.0004 max mem: 29860 [10:28:10.553140] Epoch: [189] [ 180/2904] eta: 0:38:38 lr: 0.002179 loss: 0.1863 (0.1951) loss_rec_all: 0.2121 (0.2209) loss_rec_sfr: 0.2843 (0.2845) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [10:28:25.458346] Epoch: [189] [ 200/2904] eta: 0:37:53 lr: 0.002179 loss: 0.1912 (0.1961) loss_rec_all: 0.2174 (0.2219) loss_rec_sfr: 0.2743 (0.2875) loss_cl: -0.2786 (-0.2788) time: 0.7452 data: 0.0003 max mem: 29860 [10:28:40.352137] Epoch: [189] [ 220/2904] eta: 0:37:12 lr: 0.002179 loss: 0.1867 (0.1966) loss_rec_all: 0.2131 (0.2224) loss_rec_sfr: 0.2711 (0.2889) loss_cl: -0.2786 (-0.2788) time: 0.7446 data: 0.0003 max mem: 29860 [10:28:55.250391] Epoch: [189] [ 240/2904] eta: 0:36:37 lr: 0.002179 loss: 0.1845 (0.1968) loss_rec_all: 0.2104 (0.2226) loss_rec_sfr: 0.2666 (0.2892) loss_cl: -0.2791 (-0.2788) time: 0.7449 data: 0.0003 max mem: 29860 [10:29:10.144265] Epoch: [189] [ 260/2904] eta: 0:36:04 lr: 0.002179 loss: 0.1832 (0.1960) loss_rec_all: 0.2092 (0.2219) loss_rec_sfr: 0.2631 (0.2868) loss_cl: -0.2792 (-0.2788) time: 0.7446 data: 0.0002 max mem: 29860 [10:29:25.041897] Epoch: [189] [ 280/2904] eta: 0:35:34 lr: 0.002179 loss: 0.1802 (0.1959) loss_rec_all: 0.2063 (0.2218) loss_rec_sfr: 0.2605 (0.2866) loss_cl: -0.2792 (-0.2788) time: 0.7448 data: 0.0003 max mem: 29860 [10:29:39.935037] Epoch: [189] [ 300/2904] eta: 0:35:06 lr: 0.002179 loss: 0.1845 (0.1954) loss_rec_all: 0.2104 (0.2213) loss_rec_sfr: 0.2780 (0.2854) loss_cl: -0.2781 (-0.2788) time: 0.7446 data: 0.0002 max mem: 29860 [10:29:54.832211] Epoch: [189] [ 320/2904] eta: 0:34:39 lr: 0.002179 loss: 0.1851 (0.1955) loss_rec_all: 0.2113 (0.2214) loss_rec_sfr: 0.2749 (0.2865) loss_cl: -0.2793 (-0.2788) time: 0.7448 data: 0.0002 max mem: 29860 [10:30:09.760071] Epoch: [189] [ 340/2904] eta: 0:34:14 lr: 0.002179 loss: 0.1873 (0.1954) loss_rec_all: 0.2135 (0.2213) loss_rec_sfr: 0.2664 (0.2861) loss_cl: -0.2794 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [10:30:24.678138] Epoch: [189] [ 360/2904] eta: 0:33:50 lr: 0.002179 loss: 0.1826 (0.1954) loss_rec_all: 0.2089 (0.2213) loss_rec_sfr: 0.2664 (0.2859) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [10:30:39.742854] Epoch: [189] [ 380/2904] eta: 0:33:28 lr: 0.002179 loss: 0.1881 (0.1955) loss_rec_all: 0.2144 (0.2214) loss_rec_sfr: 0.2654 (0.2858) loss_cl: -0.2783 (-0.2788) time: 0.7532 data: 0.0003 max mem: 29860 [10:30:54.674489] Epoch: [189] [ 400/2904] eta: 0:33:06 lr: 0.002179 loss: 0.1866 (0.1954) loss_rec_all: 0.2125 (0.2213) loss_rec_sfr: 0.2654 (0.2856) loss_cl: -0.2796 (-0.2788) time: 0.7465 data: 0.0003 max mem: 29860 [10:31:09.612850] Epoch: [189] [ 420/2904] eta: 0:32:45 lr: 0.002179 loss: 0.1848 (0.1953) loss_rec_all: 0.2110 (0.2212) loss_rec_sfr: 0.2609 (0.2854) loss_cl: -0.2794 (-0.2788) time: 0.7469 data: 0.0003 max mem: 29860 [10:31:24.549642] Epoch: [189] [ 440/2904] eta: 0:32:24 lr: 0.002179 loss: 0.1836 (0.1948) loss_rec_all: 0.2096 (0.2207) loss_rec_sfr: 0.2642 (0.2839) loss_cl: -0.2792 (-0.2789) time: 0.7468 data: 0.0002 max mem: 29860 [10:31:39.479967] Epoch: [189] [ 460/2904] eta: 0:32:04 lr: 0.002179 loss: 0.1860 (0.1948) loss_rec_all: 0.2120 (0.2207) loss_rec_sfr: 0.2751 (0.2843) loss_cl: -0.2793 (-0.2789) time: 0.7465 data: 0.0003 max mem: 29860 [10:31:54.400029] Epoch: [189] [ 480/2904] eta: 0:31:44 lr: 0.002179 loss: 0.1860 (0.1948) loss_rec_all: 0.2120 (0.2207) loss_rec_sfr: 0.2685 (0.2841) loss_cl: -0.2784 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [10:32:09.322343] Epoch: [189] [ 500/2904] eta: 0:31:24 lr: 0.002179 loss: 0.1860 (0.1949) loss_rec_all: 0.2120 (0.2208) loss_rec_sfr: 0.2640 (0.2843) loss_cl: -0.2779 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [10:32:24.239728] Epoch: [189] [ 520/2904] eta: 0:31:05 lr: 0.002179 loss: 0.1813 (0.1946) loss_rec_all: 0.2071 (0.2205) loss_rec_sfr: 0.2688 (0.2835) loss_cl: -0.2793 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [10:32:39.157109] Epoch: [189] [ 540/2904] eta: 0:30:46 lr: 0.002179 loss: 0.1811 (0.1943) loss_rec_all: 0.2074 (0.2202) loss_rec_sfr: 0.2687 (0.2828) loss_cl: -0.2799 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [10:32:54.074335] Epoch: [189] [ 560/2904] eta: 0:30:28 lr: 0.002179 loss: 0.1856 (0.1949) loss_rec_all: 0.2116 (0.2208) loss_rec_sfr: 0.2821 (0.2849) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [10:33:08.991960] Epoch: [189] [ 580/2904] eta: 0:30:09 lr: 0.002179 loss: 0.1864 (0.1948) loss_rec_all: 0.2123 (0.2207) loss_rec_sfr: 0.2614 (0.2845) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [10:33:23.915729] Epoch: [189] [ 600/2904] eta: 0:29:51 lr: 0.002179 loss: 0.1825 (0.1948) loss_rec_all: 0.2083 (0.2207) loss_rec_sfr: 0.2698 (0.2851) loss_cl: -0.2785 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [10:33:38.837801] Epoch: [189] [ 620/2904] eta: 0:29:33 lr: 0.002179 loss: 0.1868 (0.1948) loss_rec_all: 0.2126 (0.2207) loss_rec_sfr: 0.2656 (0.2850) loss_cl: -0.2788 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [10:33:53.752850] Epoch: [189] [ 640/2904] eta: 0:29:16 lr: 0.002179 loss: 0.1853 (0.1949) loss_rec_all: 0.2117 (0.2208) loss_rec_sfr: 0.2770 (0.2854) loss_cl: -0.2794 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [10:34:08.662546] Epoch: [189] [ 660/2904] eta: 0:28:58 lr: 0.002179 loss: 0.1839 (0.1950) loss_rec_all: 0.2101 (0.2209) loss_rec_sfr: 0.2648 (0.2854) loss_cl: -0.2784 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [10:34:23.575895] Epoch: [189] [ 680/2904] eta: 0:28:41 lr: 0.002179 loss: 0.1849 (0.1949) loss_rec_all: 0.2113 (0.2208) loss_rec_sfr: 0.2608 (0.2848) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [10:34:38.497383] Epoch: [189] [ 700/2904] eta: 0:28:24 lr: 0.002179 loss: 0.1814 (0.1947) loss_rec_all: 0.2075 (0.2206) loss_rec_sfr: 0.2543 (0.2842) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [10:34:53.413775] Epoch: [189] [ 720/2904] eta: 0:28:06 lr: 0.002179 loss: 0.1867 (0.1945) loss_rec_all: 0.2126 (0.2204) loss_rec_sfr: 0.2440 (0.2832) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [10:35:08.331480] Epoch: [189] [ 740/2904] eta: 0:27:49 lr: 0.002179 loss: 0.1895 (0.1946) loss_rec_all: 0.2153 (0.2205) loss_rec_sfr: 0.2748 (0.2839) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [10:35:23.250852] Epoch: [189] [ 760/2904] eta: 0:27:33 lr: 0.002179 loss: 0.1890 (0.1949) loss_rec_all: 0.2149 (0.2208) loss_rec_sfr: 0.2758 (0.2846) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [10:35:38.193427] Epoch: [189] [ 780/2904] eta: 0:27:16 lr: 0.002179 loss: 0.1871 (0.1949) loss_rec_all: 0.2131 (0.2208) loss_rec_sfr: 0.2734 (0.2846) loss_cl: -0.2792 (-0.2788) time: 0.7471 data: 0.0004 max mem: 29860 [10:35:53.132515] Epoch: [189] [ 800/2904] eta: 0:26:59 lr: 0.002179 loss: 0.1843 (0.1946) loss_rec_all: 0.2109 (0.2205) loss_rec_sfr: 0.2454 (0.2838) loss_cl: -0.2803 (-0.2789) time: 0.7469 data: 0.0003 max mem: 29860 [10:36:08.049060] Epoch: [189] [ 820/2904] eta: 0:26:43 lr: 0.002179 loss: 0.1855 (0.1945) loss_rec_all: 0.2117 (0.2204) loss_rec_sfr: 0.2770 (0.2835) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [10:36:22.966257] Epoch: [189] [ 840/2904] eta: 0:26:26 lr: 0.002179 loss: 0.1864 (0.1945) loss_rec_all: 0.2125 (0.2204) loss_rec_sfr: 0.2652 (0.2833) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [10:36:37.884634] Epoch: [189] [ 860/2904] eta: 0:26:10 lr: 0.002179 loss: 0.1847 (0.1947) loss_rec_all: 0.2105 (0.2206) loss_rec_sfr: 0.2664 (0.2838) loss_cl: -0.2779 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [10:36:52.799568] Epoch: [189] [ 880/2904] eta: 0:25:53 lr: 0.002179 loss: 0.1843 (0.1946) loss_rec_all: 0.2105 (0.2205) loss_rec_sfr: 0.2559 (0.2832) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [10:37:07.714298] Epoch: [189] [ 900/2904] eta: 0:25:37 lr: 0.002179 loss: 0.1868 (0.1947) loss_rec_all: 0.2130 (0.2205) loss_rec_sfr: 0.2746 (0.2836) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [10:37:22.635691] Epoch: [189] [ 920/2904] eta: 0:25:21 lr: 0.002179 loss: 0.1831 (0.1945) loss_rec_all: 0.2089 (0.2204) loss_rec_sfr: 0.2572 (0.2830) loss_cl: -0.2794 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [10:37:37.554635] Epoch: [189] [ 940/2904] eta: 0:25:04 lr: 0.002179 loss: 0.1877 (0.1944) loss_rec_all: 0.2136 (0.2203) loss_rec_sfr: 0.2804 (0.2829) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [10:37:52.476700] Epoch: [189] [ 960/2904] eta: 0:24:48 lr: 0.002179 loss: 0.1849 (0.1944) loss_rec_all: 0.2108 (0.2203) loss_rec_sfr: 0.2743 (0.2832) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [10:38:07.398389] Epoch: [189] [ 980/2904] eta: 0:24:32 lr: 0.002179 loss: 0.1857 (0.1945) loss_rec_all: 0.2117 (0.2204) loss_rec_sfr: 0.2634 (0.2832) loss_cl: -0.2779 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [10:38:22.317512] Epoch: [189] [1000/2904] eta: 0:24:16 lr: 0.002179 loss: 0.1868 (0.1945) loss_rec_all: 0.2128 (0.2204) loss_rec_sfr: 0.2707 (0.2832) loss_cl: -0.2799 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [10:38:37.242466] Epoch: [189] [1020/2904] eta: 0:24:00 lr: 0.002178 loss: 0.1881 (0.1947) loss_rec_all: 0.2143 (0.2206) loss_rec_sfr: 0.2761 (0.2840) loss_cl: -0.2792 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [10:38:52.169365] Epoch: [189] [1040/2904] eta: 0:23:44 lr: 0.002178 loss: 0.1861 (0.1948) loss_rec_all: 0.2125 (0.2206) loss_rec_sfr: 0.2657 (0.2840) loss_cl: -0.2789 (-0.2788) time: 0.7463 data: 0.0003 max mem: 29860 [10:39:07.098774] Epoch: [189] [1060/2904] eta: 0:23:28 lr: 0.002178 loss: 0.1861 (0.1948) loss_rec_all: 0.2119 (0.2207) loss_rec_sfr: 0.2790 (0.2842) loss_cl: -0.2783 (-0.2788) time: 0.7464 data: 0.0003 max mem: 29860 [10:39:22.022365] Epoch: [189] [1080/2904] eta: 0:23:12 lr: 0.002178 loss: 0.1829 (0.1948) loss_rec_all: 0.2089 (0.2207) loss_rec_sfr: 0.2726 (0.2844) loss_cl: -0.2783 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [10:39:36.946662] Epoch: [189] [1100/2904] eta: 0:22:57 lr: 0.002178 loss: 0.1868 (0.1948) loss_rec_all: 0.2125 (0.2207) loss_rec_sfr: 0.2709 (0.2845) loss_cl: -0.2783 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [10:39:51.866240] Epoch: [189] [1120/2904] eta: 0:22:41 lr: 0.002178 loss: 0.1854 (0.1949) loss_rec_all: 0.2113 (0.2208) loss_rec_sfr: 0.2701 (0.2848) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [10:40:06.788967] Epoch: [189] [1140/2904] eta: 0:22:25 lr: 0.002178 loss: 0.1855 (0.1949) loss_rec_all: 0.2114 (0.2208) loss_rec_sfr: 0.2647 (0.2847) loss_cl: -0.2784 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [10:40:21.705319] Epoch: [189] [1160/2904] eta: 0:22:09 lr: 0.002178 loss: 0.1850 (0.1951) loss_rec_all: 0.2107 (0.2209) loss_rec_sfr: 0.2818 (0.2855) loss_cl: -0.2780 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [10:40:36.622856] Epoch: [189] [1180/2904] eta: 0:21:53 lr: 0.002178 loss: 0.1902 (0.1951) loss_rec_all: 0.2160 (0.2210) loss_rec_sfr: 0.2802 (0.2859) loss_cl: -0.2782 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [10:40:51.541618] Epoch: [189] [1200/2904] eta: 0:21:38 lr: 0.002178 loss: 0.1835 (0.1951) loss_rec_all: 0.2099 (0.2210) loss_rec_sfr: 0.2337 (0.2857) loss_cl: -0.2796 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [10:41:06.460416] Epoch: [189] [1220/2904] eta: 0:21:22 lr: 0.002178 loss: 0.1832 (0.1952) loss_rec_all: 0.2094 (0.2211) loss_rec_sfr: 0.2675 (0.2859) loss_cl: -0.2794 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [10:41:21.379272] Epoch: [189] [1240/2904] eta: 0:21:06 lr: 0.002178 loss: 0.1879 (0.1952) loss_rec_all: 0.2139 (0.2211) loss_rec_sfr: 0.2724 (0.2859) loss_cl: -0.2796 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [10:41:36.306056] Epoch: [189] [1260/2904] eta: 0:20:51 lr: 0.002178 loss: 0.1885 (0.1952) loss_rec_all: 0.2147 (0.2211) loss_rec_sfr: 0.2583 (0.2856) loss_cl: -0.2795 (-0.2788) time: 0.7463 data: 0.0003 max mem: 29860 [10:41:51.222929] Epoch: [189] [1280/2904] eta: 0:20:35 lr: 0.002178 loss: 0.1859 (0.1952) loss_rec_all: 0.2121 (0.2211) loss_rec_sfr: 0.2381 (0.2855) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [10:42:06.134027] Epoch: [189] [1300/2904] eta: 0:20:20 lr: 0.002178 loss: 0.1875 (0.1953) loss_rec_all: 0.2134 (0.2211) loss_rec_sfr: 0.2833 (0.2858) loss_cl: -0.2782 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [10:42:21.055422] Epoch: [189] [1320/2904] eta: 0:20:04 lr: 0.002178 loss: 0.1845 (0.1953) loss_rec_all: 0.2110 (0.2212) loss_rec_sfr: 0.2382 (0.2857) loss_cl: -0.2792 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [10:42:35.974524] Epoch: [189] [1340/2904] eta: 0:19:48 lr: 0.002178 loss: 0.1858 (0.1953) loss_rec_all: 0.2117 (0.2212) loss_rec_sfr: 0.2784 (0.2860) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [10:42:50.893647] Epoch: [189] [1360/2904] eta: 0:19:33 lr: 0.002178 loss: 0.1860 (0.1954) loss_rec_all: 0.2118 (0.2213) loss_rec_sfr: 0.2757 (0.2861) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [10:43:05.815883] Epoch: [189] [1380/2904] eta: 0:19:17 lr: 0.002178 loss: 0.1864 (0.1954) loss_rec_all: 0.2128 (0.2212) loss_rec_sfr: 0.2639 (0.2859) loss_cl: -0.2783 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [10:43:20.734041] Epoch: [189] [1400/2904] eta: 0:19:02 lr: 0.002178 loss: 0.1852 (0.1953) loss_rec_all: 0.2112 (0.2212) loss_rec_sfr: 0.2420 (0.2856) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [10:43:35.649388] Epoch: [189] [1420/2904] eta: 0:18:46 lr: 0.002178 loss: 0.1853 (0.1953) loss_rec_all: 0.2113 (0.2212) loss_rec_sfr: 0.2762 (0.2858) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [10:43:50.564324] Epoch: [189] [1440/2904] eta: 0:18:31 lr: 0.002178 loss: 0.1864 (0.1953) loss_rec_all: 0.2125 (0.2212) loss_rec_sfr: 0.2810 (0.2859) loss_cl: -0.2795 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [10:44:05.479126] Epoch: [189] [1460/2904] eta: 0:18:16 lr: 0.002178 loss: 0.1887 (0.1954) loss_rec_all: 0.2150 (0.2213) loss_rec_sfr: 0.2792 (0.2863) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0004 max mem: 29860 [10:44:20.397563] Epoch: [189] [1480/2904] eta: 0:18:00 lr: 0.002178 loss: 0.1839 (0.1954) loss_rec_all: 0.2097 (0.2213) loss_rec_sfr: 0.2659 (0.2862) loss_cl: -0.2797 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [10:44:35.320979] Epoch: [189] [1500/2904] eta: 0:17:45 lr: 0.002178 loss: 0.1888 (0.1955) loss_rec_all: 0.2149 (0.2214) loss_rec_sfr: 0.2799 (0.2865) loss_cl: -0.2786 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [10:44:50.237202] Epoch: [189] [1520/2904] eta: 0:17:29 lr: 0.002178 loss: 0.1853 (0.1954) loss_rec_all: 0.2113 (0.2213) loss_rec_sfr: 0.2649 (0.2862) loss_cl: -0.2780 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [10:45:05.153932] Epoch: [189] [1540/2904] eta: 0:17:14 lr: 0.002178 loss: 0.1895 (0.1956) loss_rec_all: 0.2155 (0.2214) loss_rec_sfr: 0.2835 (0.2869) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0004 max mem: 29860 [10:45:20.074064] Epoch: [189] [1560/2904] eta: 0:16:58 lr: 0.002178 loss: 0.1870 (0.1957) loss_rec_all: 0.2130 (0.2215) loss_rec_sfr: 0.2759 (0.2872) loss_cl: -0.2800 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [10:45:34.995272] Epoch: [189] [1580/2904] eta: 0:16:43 lr: 0.002178 loss: 0.1897 (0.1958) loss_rec_all: 0.2158 (0.2217) loss_rec_sfr: 0.2807 (0.2877) loss_cl: -0.2798 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [10:45:49.912068] Epoch: [189] [1600/2904] eta: 0:16:28 lr: 0.002178 loss: 0.1860 (0.1958) loss_rec_all: 0.2121 (0.2216) loss_rec_sfr: 0.2771 (0.2877) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [10:46:04.830779] Epoch: [189] [1620/2904] eta: 0:16:12 lr: 0.002178 loss: 0.1844 (0.1958) loss_rec_all: 0.2102 (0.2217) loss_rec_sfr: 0.2706 (0.2879) loss_cl: -0.2784 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [10:46:19.750167] Epoch: [189] [1640/2904] eta: 0:15:57 lr: 0.002178 loss: 0.1856 (0.1959) loss_rec_all: 0.2118 (0.2218) loss_rec_sfr: 0.2850 (0.2883) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [10:46:34.675950] Epoch: [189] [1660/2904] eta: 0:15:42 lr: 0.002178 loss: 0.1877 (0.1961) loss_rec_all: 0.2144 (0.2219) loss_rec_sfr: 0.2772 (0.2888) loss_cl: -0.2793 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [10:46:49.589681] Epoch: [189] [1680/2904] eta: 0:15:26 lr: 0.002178 loss: 0.1847 (0.1960) loss_rec_all: 0.2108 (0.2219) loss_rec_sfr: 0.2771 (0.2887) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [10:47:04.506659] Epoch: [189] [1700/2904] eta: 0:15:11 lr: 0.002178 loss: 0.1880 (0.1960) loss_rec_all: 0.2141 (0.2219) loss_rec_sfr: 0.2764 (0.2887) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [10:47:19.424244] Epoch: [189] [1720/2904] eta: 0:14:56 lr: 0.002178 loss: 0.1873 (0.1961) loss_rec_all: 0.2135 (0.2219) loss_rec_sfr: 0.2800 (0.2889) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [10:47:34.341807] Epoch: [189] [1740/2904] eta: 0:14:41 lr: 0.002178 loss: 0.1857 (0.1960) loss_rec_all: 0.2118 (0.2218) loss_rec_sfr: 0.2535 (0.2886) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [10:47:49.254851] Epoch: [189] [1760/2904] eta: 0:14:25 lr: 0.002178 loss: 0.1849 (0.1960) loss_rec_all: 0.2111 (0.2219) loss_rec_sfr: 0.2807 (0.2887) loss_cl: -0.2796 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [10:48:04.170845] Epoch: [189] [1780/2904] eta: 0:14:10 lr: 0.002178 loss: 0.1883 (0.1960) loss_rec_all: 0.2142 (0.2218) loss_rec_sfr: 0.2738 (0.2886) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [10:48:19.090854] Epoch: [189] [1800/2904] eta: 0:13:55 lr: 0.002178 loss: 0.1846 (0.1959) loss_rec_all: 0.2109 (0.2217) loss_rec_sfr: 0.2394 (0.2882) loss_cl: -0.2793 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [10:48:34.009897] Epoch: [189] [1820/2904] eta: 0:13:39 lr: 0.002178 loss: 0.1862 (0.1960) loss_rec_all: 0.2123 (0.2218) loss_rec_sfr: 0.2788 (0.2886) loss_cl: -0.2794 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [10:48:48.931692] Epoch: [189] [1840/2904] eta: 0:13:24 lr: 0.002178 loss: 0.1842 (0.1959) loss_rec_all: 0.2102 (0.2218) loss_rec_sfr: 0.2396 (0.2884) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [10:49:03.861831] Epoch: [189] [1860/2904] eta: 0:13:09 lr: 0.002178 loss: 0.1836 (0.1960) loss_rec_all: 0.2096 (0.2218) loss_rec_sfr: 0.2693 (0.2886) loss_cl: -0.2787 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [10:49:18.790537] Epoch: [189] [1880/2904] eta: 0:12:54 lr: 0.002178 loss: 0.1872 (0.1960) loss_rec_all: 0.2131 (0.2218) loss_rec_sfr: 0.2840 (0.2887) loss_cl: -0.2783 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [10:49:33.718650] Epoch: [189] [1900/2904] eta: 0:12:39 lr: 0.002178 loss: 0.1850 (0.1959) loss_rec_all: 0.2106 (0.2218) loss_rec_sfr: 0.2693 (0.2887) loss_cl: -0.2788 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [10:49:48.643059] Epoch: [189] [1920/2904] eta: 0:12:23 lr: 0.002178 loss: 0.1843 (0.1959) loss_rec_all: 0.2103 (0.2218) loss_rec_sfr: 0.2733 (0.2885) loss_cl: -0.2790 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [10:50:03.564431] Epoch: [189] [1940/2904] eta: 0:12:08 lr: 0.002178 loss: 0.1862 (0.1959) loss_rec_all: 0.2122 (0.2217) loss_rec_sfr: 0.2778 (0.2886) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [10:50:18.485937] Epoch: [189] [1960/2904] eta: 0:11:53 lr: 0.002178 loss: 0.1853 (0.1959) loss_rec_all: 0.2111 (0.2218) loss_rec_sfr: 0.2743 (0.2886) loss_cl: -0.2783 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [10:50:33.411171] Epoch: [189] [1980/2904] eta: 0:11:38 lr: 0.002178 loss: 0.1865 (0.1960) loss_rec_all: 0.2125 (0.2218) loss_rec_sfr: 0.2772 (0.2888) loss_cl: -0.2789 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [10:50:48.328799] Epoch: [189] [2000/2904] eta: 0:11:22 lr: 0.002178 loss: 0.1859 (0.1960) loss_rec_all: 0.2124 (0.2219) loss_rec_sfr: 0.2790 (0.2890) loss_cl: -0.2798 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [10:51:03.243097] Epoch: [189] [2020/2904] eta: 0:11:07 lr: 0.002177 loss: 0.1857 (0.1961) loss_rec_all: 0.2116 (0.2220) loss_rec_sfr: 0.2857 (0.2893) loss_cl: -0.2793 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [10:51:18.157811] Epoch: [189] [2040/2904] eta: 0:10:52 lr: 0.002177 loss: 0.1868 (0.1962) loss_rec_all: 0.2131 (0.2220) loss_rec_sfr: 0.2683 (0.2895) loss_cl: -0.2799 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [10:51:33.073503] Epoch: [189] [2060/2904] eta: 0:10:37 lr: 0.002177 loss: 0.1851 (0.1961) loss_rec_all: 0.2112 (0.2220) loss_rec_sfr: 0.2724 (0.2894) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [10:51:47.998077] Epoch: [189] [2080/2904] eta: 0:10:22 lr: 0.002177 loss: 0.1908 (0.1962) loss_rec_all: 0.2168 (0.2220) loss_rec_sfr: 0.2749 (0.2896) loss_cl: -0.2782 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [10:52:02.915868] Epoch: [189] [2100/2904] eta: 0:10:07 lr: 0.002177 loss: 0.1844 (0.1961) loss_rec_all: 0.2104 (0.2220) loss_rec_sfr: 0.2670 (0.2894) loss_cl: -0.2782 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [10:52:17.833161] Epoch: [189] [2120/2904] eta: 0:09:51 lr: 0.002177 loss: 0.1902 (0.1962) loss_rec_all: 0.2162 (0.2221) loss_rec_sfr: 0.2712 (0.2897) loss_cl: -0.2795 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [10:52:32.760893] Epoch: [189] [2140/2904] eta: 0:09:36 lr: 0.002177 loss: 0.1881 (0.1963) loss_rec_all: 0.2142 (0.2221) loss_rec_sfr: 0.2729 (0.2899) loss_cl: -0.2794 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [10:52:47.683987] Epoch: [189] [2160/2904] eta: 0:09:21 lr: 0.002177 loss: 0.1894 (0.1963) loss_rec_all: 0.2155 (0.2222) loss_rec_sfr: 0.2674 (0.2900) loss_cl: -0.2786 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [10:53:02.612284] Epoch: [189] [2180/2904] eta: 0:09:06 lr: 0.002177 loss: 0.1926 (0.1964) loss_rec_all: 0.2187 (0.2223) loss_rec_sfr: 0.2632 (0.2903) loss_cl: -0.2774 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [10:53:17.533807] Epoch: [189] [2200/2904] eta: 0:08:51 lr: 0.002177 loss: 0.1872 (0.1965) loss_rec_all: 0.2131 (0.2224) loss_rec_sfr: 0.2910 (0.2908) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [10:53:32.461175] Epoch: [189] [2220/2904] eta: 0:08:36 lr: 0.002177 loss: 0.1873 (0.1965) loss_rec_all: 0.2135 (0.2224) loss_rec_sfr: 0.2652 (0.2907) loss_cl: -0.2795 (-0.2788) time: 0.7463 data: 0.0003 max mem: 29860 [10:53:47.384295] Epoch: [189] [2240/2904] eta: 0:08:20 lr: 0.002177 loss: 0.1841 (0.1965) loss_rec_all: 0.2105 (0.2223) loss_rec_sfr: 0.2716 (0.2906) loss_cl: -0.2797 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [10:54:02.301092] Epoch: [189] [2260/2904] eta: 0:08:05 lr: 0.002177 loss: 0.1845 (0.1964) loss_rec_all: 0.2102 (0.2223) loss_rec_sfr: 0.2736 (0.2905) loss_cl: -0.2776 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [10:54:17.219064] Epoch: [189] [2280/2904] eta: 0:07:50 lr: 0.002177 loss: 0.1844 (0.1965) loss_rec_all: 0.2103 (0.2223) loss_rec_sfr: 0.2772 (0.2907) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [10:54:32.139285] Epoch: [189] [2300/2904] eta: 0:07:35 lr: 0.002177 loss: 0.1887 (0.1966) loss_rec_all: 0.2144 (0.2224) loss_rec_sfr: 0.2798 (0.2910) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [10:54:47.065896] Epoch: [189] [2320/2904] eta: 0:07:20 lr: 0.002177 loss: 0.1830 (0.1966) loss_rec_all: 0.2092 (0.2224) loss_rec_sfr: 0.2493 (0.2909) loss_cl: -0.2793 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [10:55:01.988249] Epoch: [189] [2340/2904] eta: 0:07:05 lr: 0.002177 loss: 0.1896 (0.1967) loss_rec_all: 0.2152 (0.2225) loss_rec_sfr: 0.2889 (0.2913) loss_cl: -0.2804 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [10:55:16.904432] Epoch: [189] [2360/2904] eta: 0:06:50 lr: 0.002177 loss: 0.1881 (0.1967) loss_rec_all: 0.2136 (0.2225) loss_rec_sfr: 0.2709 (0.2912) loss_cl: -0.2772 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [10:55:31.824450] Epoch: [189] [2380/2904] eta: 0:06:35 lr: 0.002177 loss: 0.1851 (0.1967) loss_rec_all: 0.2109 (0.2225) loss_rec_sfr: 0.2740 (0.2912) loss_cl: -0.2772 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [10:55:46.744099] Epoch: [189] [2400/2904] eta: 0:06:19 lr: 0.002177 loss: 0.1870 (0.1967) loss_rec_all: 0.2128 (0.2225) loss_rec_sfr: 0.2712 (0.2912) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [10:56:01.661367] Epoch: [189] [2420/2904] eta: 0:06:04 lr: 0.002177 loss: 0.1880 (0.1966) loss_rec_all: 0.2142 (0.2225) loss_rec_sfr: 0.2675 (0.2911) loss_cl: -0.2796 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [10:56:16.578962] Epoch: [189] [2440/2904] eta: 0:05:49 lr: 0.002177 loss: 0.1899 (0.1966) loss_rec_all: 0.2164 (0.2224) loss_rec_sfr: 0.2681 (0.2908) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [10:56:31.495323] Epoch: [189] [2460/2904] eta: 0:05:34 lr: 0.002177 loss: 0.1890 (0.1965) loss_rec_all: 0.2149 (0.2224) loss_rec_sfr: 0.2691 (0.2907) loss_cl: -0.2782 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [10:56:46.415599] Epoch: [189] [2480/2904] eta: 0:05:19 lr: 0.002177 loss: 0.1885 (0.1966) loss_rec_all: 0.2146 (0.2224) loss_rec_sfr: 0.2694 (0.2907) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [10:57:01.336731] Epoch: [189] [2500/2904] eta: 0:05:04 lr: 0.002177 loss: 0.1818 (0.1966) loss_rec_all: 0.2080 (0.2224) loss_rec_sfr: 0.2758 (0.2907) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [10:57:16.252713] Epoch: [189] [2520/2904] eta: 0:04:49 lr: 0.002177 loss: 0.1897 (0.1965) loss_rec_all: 0.2157 (0.2224) loss_rec_sfr: 0.2721 (0.2906) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [10:57:31.182080] Epoch: [189] [2540/2904] eta: 0:04:34 lr: 0.002177 loss: 0.1870 (0.1965) loss_rec_all: 0.2132 (0.2223) loss_rec_sfr: 0.2378 (0.2904) loss_cl: -0.2793 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [10:57:46.097213] Epoch: [189] [2560/2904] eta: 0:04:19 lr: 0.002177 loss: 0.1898 (0.1965) loss_rec_all: 0.2159 (0.2224) loss_rec_sfr: 0.2633 (0.2904) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [10:58:01.019573] Epoch: [189] [2580/2904] eta: 0:04:04 lr: 0.002177 loss: 0.1844 (0.1965) loss_rec_all: 0.2105 (0.2224) loss_rec_sfr: 0.2733 (0.2904) loss_cl: -0.2781 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [10:58:15.938667] Epoch: [189] [2600/2904] eta: 0:03:49 lr: 0.002177 loss: 0.1852 (0.1965) loss_rec_all: 0.2115 (0.2223) loss_rec_sfr: 0.2684 (0.2903) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [10:58:30.861287] Epoch: [189] [2620/2904] eta: 0:03:33 lr: 0.002177 loss: 0.1860 (0.1965) loss_rec_all: 0.2122 (0.2223) loss_rec_sfr: 0.2792 (0.2904) loss_cl: -0.2792 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [10:58:45.786360] Epoch: [189] [2640/2904] eta: 0:03:18 lr: 0.002177 loss: 0.1882 (0.1965) loss_rec_all: 0.2146 (0.2223) loss_rec_sfr: 0.2658 (0.2902) loss_cl: -0.2812 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [10:59:00.705129] Epoch: [189] [2660/2904] eta: 0:03:03 lr: 0.002177 loss: 0.1867 (0.1964) loss_rec_all: 0.2127 (0.2223) loss_rec_sfr: 0.2757 (0.2902) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [10:59:15.622410] Epoch: [189] [2680/2904] eta: 0:02:48 lr: 0.002177 loss: 0.1875 (0.1965) loss_rec_all: 0.2130 (0.2223) loss_rec_sfr: 0.2807 (0.2903) loss_cl: -0.2777 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [10:59:30.543095] Epoch: [189] [2700/2904] eta: 0:02:33 lr: 0.002177 loss: 0.1887 (0.1965) loss_rec_all: 0.2146 (0.2224) loss_rec_sfr: 0.2778 (0.2905) loss_cl: -0.2781 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [10:59:45.465699] Epoch: [189] [2720/2904] eta: 0:02:18 lr: 0.002177 loss: 0.1858 (0.1965) loss_rec_all: 0.2117 (0.2224) loss_rec_sfr: 0.2634 (0.2905) loss_cl: -0.2788 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [11:00:00.386893] Epoch: [189] [2740/2904] eta: 0:02:03 lr: 0.002177 loss: 0.1949 (0.1967) loss_rec_all: 0.2211 (0.2225) loss_rec_sfr: 0.2891 (0.2910) loss_cl: -0.2796 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [11:00:15.312548] Epoch: [189] [2760/2904] eta: 0:01:48 lr: 0.002177 loss: 0.1867 (0.1967) loss_rec_all: 0.2127 (0.2226) loss_rec_sfr: 0.2827 (0.2912) loss_cl: -0.2791 (-0.2788) time: 0.7462 data: 0.0004 max mem: 29860 [11:00:30.235339] Epoch: [189] [2780/2904] eta: 0:01:33 lr: 0.002177 loss: 0.1840 (0.1967) loss_rec_all: 0.2103 (0.2225) loss_rec_sfr: 0.2601 (0.2910) loss_cl: -0.2778 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [11:00:45.156925] Epoch: [189] [2800/2904] eta: 0:01:18 lr: 0.002177 loss: 0.1899 (0.1967) loss_rec_all: 0.2159 (0.2225) loss_rec_sfr: 0.2773 (0.2912) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [11:01:00.084480] Epoch: [189] [2820/2904] eta: 0:01:03 lr: 0.002177 loss: 0.1897 (0.1967) loss_rec_all: 0.2156 (0.2226) loss_rec_sfr: 0.2753 (0.2913) loss_cl: -0.2782 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [11:01:15.063275] Epoch: [189] [2840/2904] eta: 0:00:48 lr: 0.002177 loss: 0.1945 (0.1968) loss_rec_all: 0.2204 (0.2227) loss_rec_sfr: 0.2817 (0.2916) loss_cl: -0.2786 (-0.2788) time: 0.7489 data: 0.0042 max mem: 29860 [11:01:29.983207] Epoch: [189] [2860/2904] eta: 0:00:33 lr: 0.002177 loss: 0.1865 (0.1969) loss_rec_all: 0.2126 (0.2227) loss_rec_sfr: 0.2714 (0.2918) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0001 max mem: 29860 [11:01:44.890513] Epoch: [189] [2880/2904] eta: 0:00:18 lr: 0.002177 loss: 0.1879 (0.1969) loss_rec_all: 0.2142 (0.2227) loss_rec_sfr: 0.2604 (0.2917) loss_cl: -0.2794 (-0.2788) time: 0.7453 data: 0.0001 max mem: 29860 [11:01:59.790197] Epoch: [189] [2900/2904] eta: 0:00:03 lr: 0.002177 loss: 0.1872 (0.1969) loss_rec_all: 0.2135 (0.2227) loss_rec_sfr: 0.2713 (0.2916) loss_cl: -0.2798 (-0.2788) time: 0.7449 data: 0.0001 max mem: 29860 [11:02:02.033911] Epoch: [189] [2903/2904] eta: 0:00:00 lr: 0.002177 loss: 0.1862 (0.1968) loss_rec_all: 0.2122 (0.2227) loss_rec_sfr: 0.2793 (0.2916) loss_cl: -0.2797 (-0.2788) time: 0.7450 data: 0.0001 max mem: 29860 [11:02:04.171301] Epoch: [189] Total time: 0:36:27 (0.7533 s / it) [11:02:04.191028] Averaged stats: lr: 0.002177 loss: 0.1862 (0.1983) loss_rec_all: 0.2122 (0.2218) loss_rec_sfr: 0.2793 (0.2888) loss_cl: -0.2797 (-0.2555) [11:02:04.198417] log_dir: ./checkpoint/VF2_ViT-B [11:02:22.858764] Epoch: [190] [ 0/2904] eta: 15:03:06 lr: 0.002177 loss: 0.1999 (0.1999) loss_rec_all: 0.2258 (0.2258) loss_rec_sfr: 0.2703 (0.2703) loss_cl: -0.2782 (-0.2782) time: 18.6592 data: 16.5719 max mem: 29860 [11:02:37.743564] Epoch: [190] [ 20/2904] eta: 1:16:46 lr: 0.002177 loss: 0.1872 (0.1928) loss_rec_all: 0.2138 (0.2187) loss_rec_sfr: 0.2658 (0.2721) loss_cl: -0.2783 (-0.2782) time: 0.7442 data: 0.0002 max mem: 29860 [11:02:52.633142] Epoch: [190] [ 40/2904] eta: 0:56:23 lr: 0.002177 loss: 0.1833 (0.1939) loss_rec_all: 0.2095 (0.2197) loss_rec_sfr: 0.2696 (0.2779) loss_cl: -0.2783 (-0.2783) time: 0.7444 data: 0.0002 max mem: 29860 [11:03:07.530383] Epoch: [190] [ 60/2904] eta: 0:49:12 lr: 0.002177 loss: 0.1841 (0.1921) loss_rec_all: 0.2103 (0.2180) loss_rec_sfr: 0.2681 (0.2732) loss_cl: -0.2787 (-0.2784) time: 0.7448 data: 0.0002 max mem: 29860 [11:03:22.441724] Epoch: [190] [ 80/2904] eta: 0:45:27 lr: 0.002177 loss: 0.1874 (0.1922) loss_rec_all: 0.2140 (0.2182) loss_rec_sfr: 0.2726 (0.2752) loss_cl: -0.2802 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [11:03:37.349648] Epoch: [190] [ 100/2904] eta: 0:43:05 lr: 0.002177 loss: 0.1849 (0.1943) loss_rec_all: 0.2109 (0.2202) loss_rec_sfr: 0.2861 (0.2845) loss_cl: -0.2797 (-0.2789) time: 0.7453 data: 0.0003 max mem: 29860 [11:03:52.268694] Epoch: [190] [ 120/2904] eta: 0:41:26 lr: 0.002176 loss: 0.1871 (0.1941) loss_rec_all: 0.2127 (0.2200) loss_rec_sfr: 0.2717 (0.2839) loss_cl: -0.2783 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [11:04:07.189999] Epoch: [190] [ 140/2904] eta: 0:40:10 lr: 0.002176 loss: 0.1805 (0.1938) loss_rec_all: 0.2064 (0.2197) loss_rec_sfr: 0.2694 (0.2830) loss_cl: -0.2781 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [11:04:22.121739] Epoch: [190] [ 160/2904] eta: 0:39:10 lr: 0.002176 loss: 0.1836 (0.1940) loss_rec_all: 0.2095 (0.2198) loss_rec_sfr: 0.2793 (0.2841) loss_cl: -0.2790 (-0.2787) time: 0.7465 data: 0.0003 max mem: 29860 [11:04:37.077399] Epoch: [190] [ 180/2904] eta: 0:38:20 lr: 0.002176 loss: 0.1881 (0.1940) loss_rec_all: 0.2144 (0.2199) loss_rec_sfr: 0.2625 (0.2835) loss_cl: -0.2789 (-0.2787) time: 0.7477 data: 0.0002 max mem: 29860 [11:04:52.012837] Epoch: [190] [ 200/2904] eta: 0:37:37 lr: 0.002176 loss: 0.1860 (0.1938) loss_rec_all: 0.2119 (0.2197) loss_rec_sfr: 0.2596 (0.2819) loss_cl: -0.2787 (-0.2787) time: 0.7467 data: 0.0002 max mem: 29860 [11:05:06.935277] Epoch: [190] [ 220/2904] eta: 0:36:59 lr: 0.002176 loss: 0.1873 (0.1942) loss_rec_all: 0.2138 (0.2201) loss_rec_sfr: 0.2708 (0.2836) loss_cl: -0.2788 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [11:05:21.850067] Epoch: [190] [ 240/2904] eta: 0:36:24 lr: 0.002176 loss: 0.1851 (0.1942) loss_rec_all: 0.2111 (0.2201) loss_rec_sfr: 0.2740 (0.2840) loss_cl: -0.2792 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [11:05:36.769747] Epoch: [190] [ 260/2904] eta: 0:35:53 lr: 0.002176 loss: 0.1852 (0.1945) loss_rec_all: 0.2112 (0.2203) loss_rec_sfr: 0.2772 (0.2849) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [11:05:51.695423] Epoch: [190] [ 280/2904] eta: 0:35:24 lr: 0.002176 loss: 0.1843 (0.1944) loss_rec_all: 0.2105 (0.2202) loss_rec_sfr: 0.2743 (0.2849) loss_cl: -0.2789 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [11:06:06.624832] Epoch: [190] [ 300/2904] eta: 0:34:57 lr: 0.002176 loss: 0.1900 (0.1949) loss_rec_all: 0.2157 (0.2207) loss_rec_sfr: 0.2640 (0.2861) loss_cl: -0.2786 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [11:06:21.549367] Epoch: [190] [ 320/2904] eta: 0:34:31 lr: 0.002176 loss: 0.1886 (0.1952) loss_rec_all: 0.2146 (0.2211) loss_rec_sfr: 0.2784 (0.2871) loss_cl: -0.2790 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [11:06:36.559188] Epoch: [190] [ 340/2904] eta: 0:34:07 lr: 0.002176 loss: 0.1849 (0.1949) loss_rec_all: 0.2108 (0.2208) loss_rec_sfr: 0.2675 (0.2862) loss_cl: -0.2778 (-0.2787) time: 0.7504 data: 0.0002 max mem: 29860 [11:06:51.482754] Epoch: [190] [ 360/2904] eta: 0:33:44 lr: 0.002176 loss: 0.1864 (0.1948) loss_rec_all: 0.2129 (0.2207) loss_rec_sfr: 0.2678 (0.2858) loss_cl: -0.2786 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [11:07:06.407662] Epoch: [190] [ 380/2904] eta: 0:33:21 lr: 0.002176 loss: 0.1859 (0.1947) loss_rec_all: 0.2118 (0.2206) loss_rec_sfr: 0.2750 (0.2856) loss_cl: -0.2792 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [11:07:21.324454] Epoch: [190] [ 400/2904] eta: 0:33:00 lr: 0.002176 loss: 0.1885 (0.1948) loss_rec_all: 0.2144 (0.2206) loss_rec_sfr: 0.2700 (0.2855) loss_cl: -0.2801 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [11:07:36.249020] Epoch: [190] [ 420/2904] eta: 0:32:39 lr: 0.002176 loss: 0.1902 (0.1950) loss_rec_all: 0.2159 (0.2209) loss_rec_sfr: 0.2980 (0.2873) loss_cl: -0.2788 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [11:07:51.174315] Epoch: [190] [ 440/2904] eta: 0:32:18 lr: 0.002176 loss: 0.1922 (0.1955) loss_rec_all: 0.2183 (0.2213) loss_rec_sfr: 0.2879 (0.2889) loss_cl: -0.2781 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [11:08:06.110360] Epoch: [190] [ 460/2904] eta: 0:31:58 lr: 0.002176 loss: 0.1880 (0.1956) loss_rec_all: 0.2138 (0.2214) loss_rec_sfr: 0.2652 (0.2890) loss_cl: -0.2786 (-0.2787) time: 0.7468 data: 0.0002 max mem: 29860 [11:08:21.039343] Epoch: [190] [ 480/2904] eta: 0:31:38 lr: 0.002176 loss: 0.1863 (0.1959) loss_rec_all: 0.2125 (0.2217) loss_rec_sfr: 0.2510 (0.2898) loss_cl: -0.2798 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [11:08:35.963279] Epoch: [190] [ 500/2904] eta: 0:31:19 lr: 0.002176 loss: 0.1891 (0.1964) loss_rec_all: 0.2150 (0.2222) loss_rec_sfr: 0.2872 (0.2913) loss_cl: -0.2788 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [11:08:50.878435] Epoch: [190] [ 520/2904] eta: 0:31:00 lr: 0.002176 loss: 0.1900 (0.1965) loss_rec_all: 0.2159 (0.2224) loss_rec_sfr: 0.2693 (0.2918) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [11:09:05.800392] Epoch: [190] [ 540/2904] eta: 0:30:42 lr: 0.002176 loss: 0.1860 (0.1965) loss_rec_all: 0.2118 (0.2223) loss_rec_sfr: 0.2785 (0.2917) loss_cl: -0.2786 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [11:09:20.732887] Epoch: [190] [ 560/2904] eta: 0:30:23 lr: 0.002176 loss: 0.1845 (0.1966) loss_rec_all: 0.2103 (0.2224) loss_rec_sfr: 0.2751 (0.2919) loss_cl: -0.2786 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [11:09:35.655813] Epoch: [190] [ 580/2904] eta: 0:30:05 lr: 0.002176 loss: 0.1841 (0.1965) loss_rec_all: 0.2099 (0.2223) loss_rec_sfr: 0.2779 (0.2921) loss_cl: -0.2786 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [11:09:50.587331] Epoch: [190] [ 600/2904] eta: 0:29:47 lr: 0.002176 loss: 0.1886 (0.1965) loss_rec_all: 0.2147 (0.2223) loss_rec_sfr: 0.2664 (0.2916) loss_cl: -0.2797 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [11:10:05.512064] Epoch: [190] [ 620/2904] eta: 0:29:30 lr: 0.002176 loss: 0.1889 (0.1967) loss_rec_all: 0.2149 (0.2226) loss_rec_sfr: 0.2802 (0.2926) loss_cl: -0.2792 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [11:10:20.435513] Epoch: [190] [ 640/2904] eta: 0:29:12 lr: 0.002176 loss: 0.1906 (0.1969) loss_rec_all: 0.2162 (0.2227) loss_rec_sfr: 0.2750 (0.2932) loss_cl: -0.2781 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [11:10:35.362269] Epoch: [190] [ 660/2904] eta: 0:28:55 lr: 0.002176 loss: 0.1863 (0.1970) loss_rec_all: 0.2121 (0.2228) loss_rec_sfr: 0.2850 (0.2940) loss_cl: -0.2789 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [11:10:50.288598] Epoch: [190] [ 680/2904] eta: 0:28:37 lr: 0.002176 loss: 0.1870 (0.1970) loss_rec_all: 0.2126 (0.2228) loss_rec_sfr: 0.2699 (0.2940) loss_cl: -0.2776 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [11:11:05.213680] Epoch: [190] [ 700/2904] eta: 0:28:20 lr: 0.002176 loss: 0.1847 (0.1968) loss_rec_all: 0.2112 (0.2226) loss_rec_sfr: 0.2603 (0.2933) loss_cl: -0.2779 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [11:11:20.140129] Epoch: [190] [ 720/2904] eta: 0:28:03 lr: 0.002176 loss: 0.1813 (0.1966) loss_rec_all: 0.2076 (0.2224) loss_rec_sfr: 0.2284 (0.2925) loss_cl: -0.2784 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [11:11:35.071841] Epoch: [190] [ 740/2904] eta: 0:27:47 lr: 0.002176 loss: 0.1894 (0.1968) loss_rec_all: 0.2152 (0.2227) loss_rec_sfr: 0.2820 (0.2936) loss_cl: -0.2795 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [11:11:50.001281] Epoch: [190] [ 760/2904] eta: 0:27:30 lr: 0.002176 loss: 0.1844 (0.1968) loss_rec_all: 0.2103 (0.2226) loss_rec_sfr: 0.2846 (0.2935) loss_cl: -0.2790 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [11:12:04.937027] Epoch: [190] [ 780/2904] eta: 0:27:13 lr: 0.002176 loss: 0.1867 (0.1968) loss_rec_all: 0.2125 (0.2226) loss_rec_sfr: 0.2845 (0.2935) loss_cl: -0.2781 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [11:12:19.853689] Epoch: [190] [ 800/2904] eta: 0:26:57 lr: 0.002176 loss: 0.1947 (0.1971) loss_rec_all: 0.2207 (0.2229) loss_rec_sfr: 0.2786 (0.2947) loss_cl: -0.2778 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [11:12:34.771071] Epoch: [190] [ 820/2904] eta: 0:26:40 lr: 0.002176 loss: 0.1888 (0.1972) loss_rec_all: 0.2146 (0.2230) loss_rec_sfr: 0.2655 (0.2948) loss_cl: -0.2742 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [11:12:49.700212] Epoch: [190] [ 840/2904] eta: 0:26:24 lr: 0.002176 loss: 0.1873 (0.1971) loss_rec_all: 0.2136 (0.2229) loss_rec_sfr: 0.2587 (0.2942) loss_cl: -0.2760 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [11:13:04.617944] Epoch: [190] [ 860/2904] eta: 0:26:07 lr: 0.002176 loss: 0.1831 (0.1970) loss_rec_all: 0.2090 (0.2229) loss_rec_sfr: 0.2692 (0.2940) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [11:13:19.539105] Epoch: [190] [ 880/2904] eta: 0:25:51 lr: 0.002176 loss: 0.1892 (0.1971) loss_rec_all: 0.2150 (0.2229) loss_rec_sfr: 0.2723 (0.2943) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [11:13:34.467451] Epoch: [190] [ 900/2904] eta: 0:25:35 lr: 0.002176 loss: 0.1955 (0.1973) loss_rec_all: 0.2213 (0.2231) loss_rec_sfr: 0.2707 (0.2948) loss_cl: -0.2786 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [11:13:49.389832] Epoch: [190] [ 920/2904] eta: 0:25:19 lr: 0.002176 loss: 0.1846 (0.1971) loss_rec_all: 0.2109 (0.2229) loss_rec_sfr: 0.2585 (0.2940) loss_cl: -0.2794 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [11:14:04.323203] Epoch: [190] [ 940/2904] eta: 0:25:02 lr: 0.002176 loss: 0.1843 (0.1972) loss_rec_all: 0.2102 (0.2230) loss_rec_sfr: 0.2663 (0.2941) loss_cl: -0.2787 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [11:14:19.254442] Epoch: [190] [ 960/2904] eta: 0:24:46 lr: 0.002176 loss: 0.1990 (0.1976) loss_rec_all: 0.2249 (0.2234) loss_rec_sfr: 0.2852 (0.2955) loss_cl: -0.2783 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [11:14:34.177540] Epoch: [190] [ 980/2904] eta: 0:24:30 lr: 0.002176 loss: 0.1830 (0.1977) loss_rec_all: 0.2095 (0.2235) loss_rec_sfr: 0.2826 (0.2959) loss_cl: -0.2788 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [11:14:49.097040] Epoch: [190] [1000/2904] eta: 0:24:14 lr: 0.002176 loss: 0.1827 (0.1975) loss_rec_all: 0.2087 (0.2233) loss_rec_sfr: 0.2706 (0.2954) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [11:15:04.015809] Epoch: [190] [1020/2904] eta: 0:23:58 lr: 0.002176 loss: 0.1869 (0.1975) loss_rec_all: 0.2127 (0.2233) loss_rec_sfr: 0.2664 (0.2952) loss_cl: -0.2794 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [11:15:18.934639] Epoch: [190] [1040/2904] eta: 0:23:42 lr: 0.002176 loss: 0.1831 (0.1974) loss_rec_all: 0.2093 (0.2232) loss_rec_sfr: 0.2285 (0.2946) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [11:15:33.857368] Epoch: [190] [1060/2904] eta: 0:23:27 lr: 0.002176 loss: 0.1847 (0.1972) loss_rec_all: 0.2106 (0.2230) loss_rec_sfr: 0.2732 (0.2942) loss_cl: -0.2782 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [11:15:48.779645] Epoch: [190] [1080/2904] eta: 0:23:11 lr: 0.002176 loss: 0.1893 (0.1972) loss_rec_all: 0.2156 (0.2230) loss_rec_sfr: 0.2575 (0.2937) loss_cl: -0.2793 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [11:16:03.699516] Epoch: [190] [1100/2904] eta: 0:22:55 lr: 0.002176 loss: 0.1803 (0.1970) loss_rec_all: 0.2066 (0.2229) loss_rec_sfr: 0.2358 (0.2932) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [11:16:18.620504] Epoch: [190] [1120/2904] eta: 0:22:39 lr: 0.002176 loss: 0.1827 (0.1970) loss_rec_all: 0.2087 (0.2228) loss_rec_sfr: 0.2660 (0.2930) loss_cl: -0.2784 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [11:16:33.539253] Epoch: [190] [1140/2904] eta: 0:22:23 lr: 0.002175 loss: 0.1882 (0.1970) loss_rec_all: 0.2141 (0.2229) loss_rec_sfr: 0.2661 (0.2930) loss_cl: -0.2782 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [11:16:48.452841] Epoch: [190] [1160/2904] eta: 0:22:08 lr: 0.002175 loss: 0.1855 (0.1971) loss_rec_all: 0.2116 (0.2229) loss_rec_sfr: 0.2726 (0.2932) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [11:17:03.360576] Epoch: [190] [1180/2904] eta: 0:21:52 lr: 0.002175 loss: 0.1862 (0.1971) loss_rec_all: 0.2126 (0.2230) loss_rec_sfr: 0.2771 (0.2935) loss_cl: -0.2793 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [11:17:18.273205] Epoch: [190] [1200/2904] eta: 0:21:36 lr: 0.002175 loss: 0.1807 (0.1971) loss_rec_all: 0.2066 (0.2229) loss_rec_sfr: 0.2769 (0.2934) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [11:17:33.176339] Epoch: [190] [1220/2904] eta: 0:21:21 lr: 0.002175 loss: 0.1832 (0.1970) loss_rec_all: 0.2091 (0.2228) loss_rec_sfr: 0.2638 (0.2932) loss_cl: -0.2780 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [11:17:48.085195] Epoch: [190] [1240/2904] eta: 0:21:05 lr: 0.002175 loss: 0.1884 (0.1969) loss_rec_all: 0.2146 (0.2227) loss_rec_sfr: 0.2675 (0.2927) loss_cl: -0.2787 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [11:18:03.008371] Epoch: [190] [1260/2904] eta: 0:20:49 lr: 0.002175 loss: 0.1850 (0.1969) loss_rec_all: 0.2114 (0.2228) loss_rec_sfr: 0.2584 (0.2929) loss_cl: -0.2788 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [11:18:17.929356] Epoch: [190] [1280/2904] eta: 0:20:34 lr: 0.002175 loss: 0.1843 (0.1968) loss_rec_all: 0.2103 (0.2226) loss_rec_sfr: 0.2261 (0.2921) loss_cl: -0.2795 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [11:18:32.854223] Epoch: [190] [1300/2904] eta: 0:20:18 lr: 0.002175 loss: 0.1840 (0.1968) loss_rec_all: 0.2098 (0.2226) loss_rec_sfr: 0.2667 (0.2922) loss_cl: -0.2789 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [11:18:47.777951] Epoch: [190] [1320/2904] eta: 0:20:03 lr: 0.002175 loss: 0.1867 (0.1969) loss_rec_all: 0.2127 (0.2227) loss_rec_sfr: 0.2669 (0.2923) loss_cl: -0.2785 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [11:19:02.701513] Epoch: [190] [1340/2904] eta: 0:19:47 lr: 0.002175 loss: 0.1869 (0.1968) loss_rec_all: 0.2134 (0.2226) loss_rec_sfr: 0.2832 (0.2923) loss_cl: -0.2794 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [11:19:17.623427] Epoch: [190] [1360/2904] eta: 0:19:32 lr: 0.002175 loss: 0.1853 (0.1967) loss_rec_all: 0.2113 (0.2226) loss_rec_sfr: 0.2634 (0.2920) loss_cl: -0.2792 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [11:19:32.540689] Epoch: [190] [1380/2904] eta: 0:19:16 lr: 0.002175 loss: 0.1879 (0.1968) loss_rec_all: 0.2137 (0.2227) loss_rec_sfr: 0.2753 (0.2924) loss_cl: -0.2777 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [11:19:47.452896] Epoch: [190] [1400/2904] eta: 0:19:01 lr: 0.002175 loss: 0.1841 (0.1968) loss_rec_all: 0.2100 (0.2226) loss_rec_sfr: 0.2383 (0.2919) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [11:20:02.374036] Epoch: [190] [1420/2904] eta: 0:18:45 lr: 0.002175 loss: 0.1894 (0.1968) loss_rec_all: 0.2153 (0.2227) loss_rec_sfr: 0.2686 (0.2921) loss_cl: -0.2792 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [11:20:17.292471] Epoch: [190] [1440/2904] eta: 0:18:30 lr: 0.002175 loss: 0.1854 (0.1968) loss_rec_all: 0.2117 (0.2226) loss_rec_sfr: 0.2718 (0.2920) loss_cl: -0.2799 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [11:20:32.203389] Epoch: [190] [1460/2904] eta: 0:18:15 lr: 0.002175 loss: 0.1825 (0.1968) loss_rec_all: 0.2092 (0.2226) loss_rec_sfr: 0.2667 (0.2918) loss_cl: -0.2799 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [11:20:47.125368] Epoch: [190] [1480/2904] eta: 0:17:59 lr: 0.002175 loss: 0.1846 (0.1968) loss_rec_all: 0.2104 (0.2226) loss_rec_sfr: 0.2729 (0.2919) loss_cl: -0.2788 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [11:21:02.043657] Epoch: [190] [1500/2904] eta: 0:17:44 lr: 0.002175 loss: 0.1870 (0.1968) loss_rec_all: 0.2131 (0.2226) loss_rec_sfr: 0.2378 (0.2917) loss_cl: -0.2784 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [11:21:16.961895] Epoch: [190] [1520/2904] eta: 0:17:28 lr: 0.002175 loss: 0.1871 (0.1969) loss_rec_all: 0.2131 (0.2227) loss_rec_sfr: 0.2801 (0.2919) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [11:21:31.881253] Epoch: [190] [1540/2904] eta: 0:17:13 lr: 0.002175 loss: 0.1838 (0.1967) loss_rec_all: 0.2101 (0.2226) loss_rec_sfr: 0.2615 (0.2916) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [11:21:46.798706] Epoch: [190] [1560/2904] eta: 0:16:58 lr: 0.002175 loss: 0.1872 (0.1967) loss_rec_all: 0.2132 (0.2226) loss_rec_sfr: 0.2731 (0.2917) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [11:22:01.713016] Epoch: [190] [1580/2904] eta: 0:16:42 lr: 0.002175 loss: 0.1875 (0.1968) loss_rec_all: 0.2137 (0.2226) loss_rec_sfr: 0.2736 (0.2916) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [11:22:16.634872] Epoch: [190] [1600/2904] eta: 0:16:27 lr: 0.002175 loss: 0.1830 (0.1968) loss_rec_all: 0.2092 (0.2226) loss_rec_sfr: 0.2780 (0.2918) loss_cl: -0.2788 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [11:22:31.558852] Epoch: [190] [1620/2904] eta: 0:16:12 lr: 0.002175 loss: 0.1865 (0.1968) loss_rec_all: 0.2126 (0.2226) loss_rec_sfr: 0.2662 (0.2916) loss_cl: -0.2790 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [11:22:46.477689] Epoch: [190] [1640/2904] eta: 0:15:56 lr: 0.002175 loss: 0.1856 (0.1968) loss_rec_all: 0.2119 (0.2226) loss_rec_sfr: 0.2696 (0.2917) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [11:23:01.392577] Epoch: [190] [1660/2904] eta: 0:15:41 lr: 0.002175 loss: 0.1868 (0.1967) loss_rec_all: 0.2128 (0.2225) loss_rec_sfr: 0.2717 (0.2912) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [11:23:16.303308] Epoch: [190] [1680/2904] eta: 0:15:26 lr: 0.002175 loss: 0.1912 (0.1968) loss_rec_all: 0.2173 (0.2226) loss_rec_sfr: 0.2761 (0.2915) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [11:23:31.215490] Epoch: [190] [1700/2904] eta: 0:15:10 lr: 0.002175 loss: 0.1853 (0.1966) loss_rec_all: 0.2116 (0.2225) loss_rec_sfr: 0.2710 (0.2911) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [11:23:46.128322] Epoch: [190] [1720/2904] eta: 0:14:55 lr: 0.002175 loss: 0.1862 (0.1966) loss_rec_all: 0.2119 (0.2225) loss_rec_sfr: 0.2735 (0.2912) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [11:24:01.045358] Epoch: [190] [1740/2904] eta: 0:14:40 lr: 0.002175 loss: 0.1855 (0.1966) loss_rec_all: 0.2113 (0.2225) loss_rec_sfr: 0.2780 (0.2911) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [11:24:15.960508] Epoch: [190] [1760/2904] eta: 0:14:25 lr: 0.002175 loss: 0.1883 (0.1966) loss_rec_all: 0.2143 (0.2225) loss_rec_sfr: 0.2726 (0.2911) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [11:24:30.876818] Epoch: [190] [1780/2904] eta: 0:14:09 lr: 0.002175 loss: 0.1890 (0.1967) loss_rec_all: 0.2149 (0.2225) loss_rec_sfr: 0.2737 (0.2912) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [11:24:45.796917] Epoch: [190] [1800/2904] eta: 0:13:54 lr: 0.002175 loss: 0.1915 (0.1967) loss_rec_all: 0.2173 (0.2226) loss_rec_sfr: 0.2738 (0.2915) loss_cl: -0.2792 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [11:25:00.718464] Epoch: [190] [1820/2904] eta: 0:13:39 lr: 0.002175 loss: 0.1849 (0.1969) loss_rec_all: 0.2112 (0.2227) loss_rec_sfr: 0.2753 (0.2918) loss_cl: -0.2783 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [11:25:15.645899] Epoch: [190] [1840/2904] eta: 0:13:24 lr: 0.002175 loss: 0.1896 (0.1969) loss_rec_all: 0.2153 (0.2227) loss_rec_sfr: 0.2733 (0.2920) loss_cl: -0.2786 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [11:25:30.567341] Epoch: [190] [1860/2904] eta: 0:13:08 lr: 0.002175 loss: 0.1866 (0.1969) loss_rec_all: 0.2124 (0.2227) loss_rec_sfr: 0.2620 (0.2919) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [11:25:45.492833] Epoch: [190] [1880/2904] eta: 0:12:53 lr: 0.002175 loss: 0.1831 (0.1969) loss_rec_all: 0.2091 (0.2228) loss_rec_sfr: 0.2660 (0.2919) loss_cl: -0.2800 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [11:26:00.414390] Epoch: [190] [1900/2904] eta: 0:12:38 lr: 0.002175 loss: 0.1884 (0.1969) loss_rec_all: 0.2142 (0.2227) loss_rec_sfr: 0.2684 (0.2918) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [11:26:15.328593] Epoch: [190] [1920/2904] eta: 0:12:23 lr: 0.002175 loss: 0.1902 (0.1970) loss_rec_all: 0.2161 (0.2228) loss_rec_sfr: 0.2771 (0.2919) loss_cl: -0.2780 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [11:26:30.248679] Epoch: [190] [1940/2904] eta: 0:12:08 lr: 0.002175 loss: 0.1833 (0.1969) loss_rec_all: 0.2094 (0.2228) loss_rec_sfr: 0.2652 (0.2917) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [11:26:45.171780] Epoch: [190] [1960/2904] eta: 0:11:52 lr: 0.002175 loss: 0.1869 (0.1969) loss_rec_all: 0.2131 (0.2227) loss_rec_sfr: 0.2634 (0.2916) loss_cl: -0.2789 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [11:27:00.096766] Epoch: [190] [1980/2904] eta: 0:11:37 lr: 0.002175 loss: 0.1961 (0.1970) loss_rec_all: 0.2222 (0.2229) loss_rec_sfr: 0.2738 (0.2921) loss_cl: -0.2790 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [11:27:15.021444] Epoch: [190] [2000/2904] eta: 0:11:22 lr: 0.002175 loss: 0.1857 (0.1970) loss_rec_all: 0.2114 (0.2228) loss_rec_sfr: 0.2649 (0.2920) loss_cl: -0.2783 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [11:27:29.943627] Epoch: [190] [2020/2904] eta: 0:11:07 lr: 0.002175 loss: 0.1863 (0.1970) loss_rec_all: 0.2120 (0.2228) loss_rec_sfr: 0.2698 (0.2919) loss_cl: -0.2783 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [11:27:44.866621] Epoch: [190] [2040/2904] eta: 0:10:52 lr: 0.002175 loss: 0.1825 (0.1970) loss_rec_all: 0.2091 (0.2228) loss_rec_sfr: 0.2590 (0.2919) loss_cl: -0.2790 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [11:27:59.785823] Epoch: [190] [2060/2904] eta: 0:10:36 lr: 0.002175 loss: 0.1921 (0.1970) loss_rec_all: 0.2182 (0.2229) loss_rec_sfr: 0.2659 (0.2918) loss_cl: -0.2798 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [11:28:14.696118] Epoch: [190] [2080/2904] eta: 0:10:21 lr: 0.002175 loss: 0.1850 (0.1970) loss_rec_all: 0.2110 (0.2228) loss_rec_sfr: 0.2628 (0.2916) loss_cl: -0.2785 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [11:28:29.616911] Epoch: [190] [2100/2904] eta: 0:10:06 lr: 0.002175 loss: 0.1816 (0.1969) loss_rec_all: 0.2078 (0.2227) loss_rec_sfr: 0.2647 (0.2913) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [11:28:44.538928] Epoch: [190] [2120/2904] eta: 0:09:51 lr: 0.002175 loss: 0.1846 (0.1968) loss_rec_all: 0.2104 (0.2227) loss_rec_sfr: 0.2810 (0.2912) loss_cl: -0.2798 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [11:28:59.461544] Epoch: [190] [2140/2904] eta: 0:09:36 lr: 0.002174 loss: 0.1876 (0.1968) loss_rec_all: 0.2138 (0.2227) loss_rec_sfr: 0.2659 (0.2912) loss_cl: -0.2779 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [11:29:14.379566] Epoch: [190] [2160/2904] eta: 0:09:21 lr: 0.002174 loss: 0.1870 (0.1968) loss_rec_all: 0.2132 (0.2226) loss_rec_sfr: 0.2766 (0.2911) loss_cl: -0.2774 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [11:29:29.298336] Epoch: [190] [2180/2904] eta: 0:09:06 lr: 0.002174 loss: 0.1845 (0.1967) loss_rec_all: 0.2105 (0.2226) loss_rec_sfr: 0.2648 (0.2909) loss_cl: -0.2795 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [11:29:44.205095] Epoch: [190] [2200/2904] eta: 0:08:50 lr: 0.002174 loss: 0.1816 (0.1967) loss_rec_all: 0.2080 (0.2225) loss_rec_sfr: 0.2656 (0.2908) loss_cl: -0.2806 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [11:29:59.118300] Epoch: [190] [2220/2904] eta: 0:08:35 lr: 0.002174 loss: 0.1876 (0.1967) loss_rec_all: 0.2136 (0.2225) loss_rec_sfr: 0.2674 (0.2908) loss_cl: -0.2798 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [11:30:14.030166] Epoch: [190] [2240/2904] eta: 0:08:20 lr: 0.002174 loss: 0.1923 (0.1968) loss_rec_all: 0.2182 (0.2226) loss_rec_sfr: 0.2854 (0.2911) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [11:30:28.937493] Epoch: [190] [2260/2904] eta: 0:08:05 lr: 0.002174 loss: 0.1843 (0.1968) loss_rec_all: 0.2106 (0.2226) loss_rec_sfr: 0.2843 (0.2911) loss_cl: -0.2788 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [11:30:43.848735] Epoch: [190] [2280/2904] eta: 0:07:50 lr: 0.002174 loss: 0.1926 (0.1969) loss_rec_all: 0.2186 (0.2227) loss_rec_sfr: 0.2642 (0.2914) loss_cl: -0.2780 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [11:30:58.761943] Epoch: [190] [2300/2904] eta: 0:07:35 lr: 0.002174 loss: 0.1852 (0.1968) loss_rec_all: 0.2115 (0.2227) loss_rec_sfr: 0.2316 (0.2912) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [11:31:13.675717] Epoch: [190] [2320/2904] eta: 0:07:20 lr: 0.002174 loss: 0.1847 (0.1969) loss_rec_all: 0.2108 (0.2227) loss_rec_sfr: 0.2753 (0.2912) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [11:31:28.589851] Epoch: [190] [2340/2904] eta: 0:07:05 lr: 0.002174 loss: 0.1867 (0.1968) loss_rec_all: 0.2129 (0.2226) loss_rec_sfr: 0.2623 (0.2910) loss_cl: -0.2784 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [11:31:43.506930] Epoch: [190] [2360/2904] eta: 0:06:49 lr: 0.002174 loss: 0.1859 (0.1967) loss_rec_all: 0.2118 (0.2226) loss_rec_sfr: 0.2660 (0.2908) loss_cl: -0.2798 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [11:31:58.417016] Epoch: [190] [2380/2904] eta: 0:06:34 lr: 0.002174 loss: 0.1878 (0.1967) loss_rec_all: 0.2140 (0.2226) loss_rec_sfr: 0.2616 (0.2907) loss_cl: -0.2794 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [11:32:13.330232] Epoch: [190] [2400/2904] eta: 0:06:19 lr: 0.002174 loss: 0.1886 (0.1968) loss_rec_all: 0.2147 (0.2227) loss_rec_sfr: 0.2757 (0.2910) loss_cl: -0.2781 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [11:32:28.242593] Epoch: [190] [2420/2904] eta: 0:06:04 lr: 0.002174 loss: 0.1847 (0.1968) loss_rec_all: 0.2108 (0.2226) loss_rec_sfr: 0.2378 (0.2909) loss_cl: -0.2780 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [11:32:43.158088] Epoch: [190] [2440/2904] eta: 0:05:49 lr: 0.002174 loss: 0.1890 (0.1968) loss_rec_all: 0.2151 (0.2226) loss_rec_sfr: 0.2695 (0.2908) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [11:32:58.072198] Epoch: [190] [2460/2904] eta: 0:05:34 lr: 0.002174 loss: 0.1871 (0.1968) loss_rec_all: 0.2132 (0.2227) loss_rec_sfr: 0.2764 (0.2909) loss_cl: -0.2795 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [11:33:12.993000] Epoch: [190] [2480/2904] eta: 0:05:19 lr: 0.002174 loss: 0.1827 (0.1968) loss_rec_all: 0.2087 (0.2226) loss_rec_sfr: 0.2720 (0.2908) loss_cl: -0.2793 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [11:33:27.909366] Epoch: [190] [2500/2904] eta: 0:05:04 lr: 0.002174 loss: 0.1873 (0.1968) loss_rec_all: 0.2134 (0.2226) loss_rec_sfr: 0.2630 (0.2908) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [11:33:42.830385] Epoch: [190] [2520/2904] eta: 0:04:49 lr: 0.002174 loss: 0.1837 (0.1968) loss_rec_all: 0.2095 (0.2226) loss_rec_sfr: 0.2408 (0.2907) loss_cl: -0.2783 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [11:33:57.742234] Epoch: [190] [2540/2904] eta: 0:04:34 lr: 0.002174 loss: 0.1871 (0.1968) loss_rec_all: 0.2129 (0.2226) loss_rec_sfr: 0.2692 (0.2907) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [11:34:12.655358] Epoch: [190] [2560/2904] eta: 0:04:19 lr: 0.002174 loss: 0.1825 (0.1967) loss_rec_all: 0.2086 (0.2225) loss_rec_sfr: 0.2642 (0.2904) loss_cl: -0.2795 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [11:34:27.574595] Epoch: [190] [2580/2904] eta: 0:04:03 lr: 0.002174 loss: 0.1848 (0.1967) loss_rec_all: 0.2110 (0.2225) loss_rec_sfr: 0.2368 (0.2903) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [11:34:42.489292] Epoch: [190] [2600/2904] eta: 0:03:48 lr: 0.002174 loss: 0.1833 (0.1966) loss_rec_all: 0.2091 (0.2225) loss_rec_sfr: 0.2594 (0.2901) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [11:34:57.405791] Epoch: [190] [2620/2904] eta: 0:03:33 lr: 0.002174 loss: 0.1834 (0.1966) loss_rec_all: 0.2096 (0.2225) loss_rec_sfr: 0.2699 (0.2900) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [11:35:12.328204] Epoch: [190] [2640/2904] eta: 0:03:18 lr: 0.002174 loss: 0.1847 (0.1966) loss_rec_all: 0.2109 (0.2224) loss_rec_sfr: 0.2799 (0.2899) loss_cl: -0.2787 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [11:35:27.244822] Epoch: [190] [2660/2904] eta: 0:03:03 lr: 0.002174 loss: 0.1912 (0.1966) loss_rec_all: 0.2174 (0.2225) loss_rec_sfr: 0.2679 (0.2899) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [11:35:42.167105] Epoch: [190] [2680/2904] eta: 0:02:48 lr: 0.002174 loss: 0.1846 (0.1966) loss_rec_all: 0.2106 (0.2224) loss_rec_sfr: 0.2790 (0.2899) loss_cl: -0.2792 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [11:35:57.081944] Epoch: [190] [2700/2904] eta: 0:02:33 lr: 0.002174 loss: 0.1820 (0.1965) loss_rec_all: 0.2081 (0.2224) loss_rec_sfr: 0.2348 (0.2896) loss_cl: -0.2798 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [11:36:11.999476] Epoch: [190] [2720/2904] eta: 0:02:18 lr: 0.002174 loss: 0.1879 (0.1965) loss_rec_all: 0.2143 (0.2224) loss_rec_sfr: 0.2700 (0.2896) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [11:36:26.918049] Epoch: [190] [2740/2904] eta: 0:02:03 lr: 0.002174 loss: 0.1871 (0.1966) loss_rec_all: 0.2134 (0.2224) loss_rec_sfr: 0.2721 (0.2898) loss_cl: -0.2802 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [11:36:41.844678] Epoch: [190] [2760/2904] eta: 0:01:48 lr: 0.002174 loss: 0.1850 (0.1965) loss_rec_all: 0.2113 (0.2224) loss_rec_sfr: 0.2562 (0.2897) loss_cl: -0.2790 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [11:36:56.763682] Epoch: [190] [2780/2904] eta: 0:01:33 lr: 0.002174 loss: 0.1901 (0.1965) loss_rec_all: 0.2158 (0.2224) loss_rec_sfr: 0.2724 (0.2897) loss_cl: -0.2781 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [11:37:11.683409] Epoch: [190] [2800/2904] eta: 0:01:18 lr: 0.002174 loss: 0.1895 (0.1966) loss_rec_all: 0.2155 (0.2225) loss_rec_sfr: 0.2615 (0.2899) loss_cl: -0.2778 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [11:37:26.604650] Epoch: [190] [2820/2904] eta: 0:01:03 lr: 0.002174 loss: 0.1858 (0.1966) loss_rec_all: 0.2122 (0.2225) loss_rec_sfr: 0.2680 (0.2898) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [11:37:41.559066] Epoch: [190] [2840/2904] eta: 0:00:48 lr: 0.002174 loss: 0.1838 (0.1966) loss_rec_all: 0.2097 (0.2225) loss_rec_sfr: 0.2786 (0.2899) loss_cl: -0.2790 (-0.2788) time: 0.7477 data: 0.0023 max mem: 29860 [11:37:56.457819] Epoch: [190] [2860/2904] eta: 0:00:33 lr: 0.002174 loss: 0.1840 (0.1966) loss_rec_all: 0.2105 (0.2225) loss_rec_sfr: 0.2783 (0.2899) loss_cl: -0.2798 (-0.2788) time: 0.7449 data: 0.0001 max mem: 29860 [11:38:11.359411] Epoch: [190] [2880/2904] eta: 0:00:18 lr: 0.002174 loss: 0.1859 (0.1966) loss_rec_all: 0.2121 (0.2224) loss_rec_sfr: 0.2658 (0.2898) loss_cl: -0.2797 (-0.2788) time: 0.7450 data: 0.0001 max mem: 29860 [11:38:26.258480] Epoch: [190] [2900/2904] eta: 0:00:03 lr: 0.002174 loss: 0.1853 (0.1966) loss_rec_all: 0.2112 (0.2224) loss_rec_sfr: 0.2818 (0.2899) loss_cl: -0.2785 (-0.2788) time: 0.7449 data: 0.0001 max mem: 29860 [11:38:28.501553] Epoch: [190] [2903/2904] eta: 0:00:00 lr: 0.002174 loss: 0.1842 (0.1966) loss_rec_all: 0.2104 (0.2224) loss_rec_sfr: 0.2779 (0.2898) loss_cl: -0.2780 (-0.2788) time: 0.7449 data: 0.0001 max mem: 29860 [11:38:30.709172] Epoch: [190] Total time: 0:36:26 (0.7529 s / it) [11:38:30.721505] Averaged stats: lr: 0.002174 loss: 0.1842 (0.1988) loss_rec_all: 0.2104 (0.2224) loss_rec_sfr: 0.2779 (0.2905) loss_cl: -0.2780 (-0.2555) [11:38:30.727276] log_dir: ./checkpoint/VF2_ViT-B [11:38:48.971986] Epoch: [191] [ 0/2904] eta: 14:42:58 lr: 0.002174 loss: 0.1806 (0.1806) loss_rec_all: 0.2069 (0.2069) loss_rec_sfr: 0.2221 (0.2221) loss_cl: -0.2788 (-0.2788) time: 18.2434 data: 17.5100 max mem: 29860 [11:39:06.097700] Epoch: [191] [ 20/2904] eta: 1:20:57 lr: 0.002174 loss: 0.1872 (0.1987) loss_rec_all: 0.2131 (0.2244) loss_rec_sfr: 0.2730 (0.3000) loss_cl: -0.2785 (-0.2784) time: 0.8562 data: 0.0004 max mem: 29860 [11:39:21.032033] Epoch: [191] [ 40/2904] eta: 0:58:33 lr: 0.002174 loss: 0.1815 (0.1950) loss_rec_all: 0.2081 (0.2209) loss_rec_sfr: 0.2307 (0.2840) loss_cl: -0.2791 (-0.2786) time: 0.7466 data: 0.0005 max mem: 29860 [11:39:36.010360] Epoch: [191] [ 60/2904] eta: 0:50:43 lr: 0.002174 loss: 0.1841 (0.1952) loss_rec_all: 0.2102 (0.2211) loss_rec_sfr: 0.2668 (0.2857) loss_cl: -0.2799 (-0.2788) time: 0.7488 data: 0.0004 max mem: 29860 [11:39:50.990649] Epoch: [191] [ 80/2904] eta: 0:46:37 lr: 0.002174 loss: 0.1853 (0.1944) loss_rec_all: 0.2116 (0.2203) loss_rec_sfr: 0.2630 (0.2839) loss_cl: -0.2794 (-0.2789) time: 0.7489 data: 0.0004 max mem: 29860 [11:40:05.964557] Epoch: [191] [ 100/2904] eta: 0:44:03 lr: 0.002174 loss: 0.1859 (0.1962) loss_rec_all: 0.2122 (0.2221) loss_rec_sfr: 0.2690 (0.2887) loss_cl: -0.2797 (-0.2789) time: 0.7486 data: 0.0004 max mem: 29860 [11:40:21.010530] Epoch: [191] [ 120/2904] eta: 0:42:17 lr: 0.002174 loss: 0.1891 (0.1970) loss_rec_all: 0.2153 (0.2228) loss_rec_sfr: 0.2732 (0.2908) loss_cl: -0.2797 (-0.2788) time: 0.7522 data: 0.0004 max mem: 29860 [11:40:35.990963] Epoch: [191] [ 140/2904] eta: 0:40:55 lr: 0.002174 loss: 0.1858 (0.1967) loss_rec_all: 0.2116 (0.2225) loss_rec_sfr: 0.2636 (0.2894) loss_cl: -0.2774 (-0.2786) time: 0.7490 data: 0.0002 max mem: 29860 [11:40:50.944299] Epoch: [191] [ 160/2904] eta: 0:39:49 lr: 0.002174 loss: 0.1875 (0.1977) loss_rec_all: 0.2137 (0.2235) loss_rec_sfr: 0.2873 (0.2941) loss_cl: -0.2784 (-0.2786) time: 0.7476 data: 0.0003 max mem: 29860 [11:41:05.891432] Epoch: [191] [ 180/2904] eta: 0:38:54 lr: 0.002174 loss: 0.1848 (0.1982) loss_rec_all: 0.2105 (0.2240) loss_rec_sfr: 0.2786 (0.2968) loss_cl: -0.2783 (-0.2785) time: 0.7473 data: 0.0003 max mem: 29860 [11:41:20.835980] Epoch: [191] [ 200/2904] eta: 0:38:08 lr: 0.002174 loss: 0.1846 (0.1974) loss_rec_all: 0.2105 (0.2231) loss_rec_sfr: 0.2707 (0.2940) loss_cl: -0.2776 (-0.2784) time: 0.7472 data: 0.0003 max mem: 29860 [11:41:35.778715] Epoch: [191] [ 220/2904] eta: 0:37:27 lr: 0.002174 loss: 0.1872 (0.1972) loss_rec_all: 0.2129 (0.2229) loss_rec_sfr: 0.2907 (0.2947) loss_cl: -0.2790 (-0.2784) time: 0.7471 data: 0.0003 max mem: 29860 [11:41:50.725866] Epoch: [191] [ 240/2904] eta: 0:36:50 lr: 0.002173 loss: 0.1853 (0.1974) loss_rec_all: 0.2112 (0.2232) loss_rec_sfr: 0.2644 (0.2954) loss_cl: -0.2792 (-0.2785) time: 0.7473 data: 0.0003 max mem: 29860 [11:42:05.653639] Epoch: [191] [ 260/2904] eta: 0:36:17 lr: 0.002173 loss: 0.1868 (0.1970) loss_rec_all: 0.2128 (0.2228) loss_rec_sfr: 0.2606 (0.2932) loss_cl: -0.2784 (-0.2785) time: 0.7463 data: 0.0002 max mem: 29860 [11:42:20.573314] Epoch: [191] [ 280/2904] eta: 0:35:46 lr: 0.002173 loss: 0.1884 (0.1973) loss_rec_all: 0.2144 (0.2231) loss_rec_sfr: 0.2748 (0.2942) loss_cl: -0.2787 (-0.2785) time: 0.7459 data: 0.0002 max mem: 29860 [11:42:35.487856] Epoch: [191] [ 300/2904] eta: 0:35:17 lr: 0.002173 loss: 0.1868 (0.1970) loss_rec_all: 0.2131 (0.2228) loss_rec_sfr: 0.2660 (0.2930) loss_cl: -0.2789 (-0.2785) time: 0.7457 data: 0.0002 max mem: 29860 [11:42:50.407061] Epoch: [191] [ 320/2904] eta: 0:34:50 lr: 0.002173 loss: 0.1872 (0.1970) loss_rec_all: 0.2131 (0.2228) loss_rec_sfr: 0.2823 (0.2939) loss_cl: -0.2789 (-0.2785) time: 0.7459 data: 0.0002 max mem: 29860 [11:43:05.345429] Epoch: [191] [ 340/2904] eta: 0:34:24 lr: 0.002173 loss: 0.1807 (0.1966) loss_rec_all: 0.2066 (0.2224) loss_rec_sfr: 0.2648 (0.2928) loss_cl: -0.2799 (-0.2786) time: 0.7469 data: 0.0002 max mem: 29860 [11:43:20.265303] Epoch: [191] [ 360/2904] eta: 0:34:00 lr: 0.002173 loss: 0.1850 (0.1963) loss_rec_all: 0.2115 (0.2221) loss_rec_sfr: 0.2388 (0.2910) loss_cl: -0.2788 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [11:43:35.182562] Epoch: [191] [ 380/2904] eta: 0:33:36 lr: 0.002173 loss: 0.1904 (0.1965) loss_rec_all: 0.2163 (0.2224) loss_rec_sfr: 0.2739 (0.2918) loss_cl: -0.2787 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [11:43:50.100724] Epoch: [191] [ 400/2904] eta: 0:33:14 lr: 0.002173 loss: 0.1856 (0.1964) loss_rec_all: 0.2115 (0.2222) loss_rec_sfr: 0.2669 (0.2910) loss_cl: -0.2791 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [11:44:05.022025] Epoch: [191] [ 420/2904] eta: 0:32:52 lr: 0.002173 loss: 0.1853 (0.1963) loss_rec_all: 0.2114 (0.2221) loss_rec_sfr: 0.2754 (0.2908) loss_cl: -0.2792 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [11:44:19.941703] Epoch: [191] [ 440/2904] eta: 0:32:31 lr: 0.002173 loss: 0.1897 (0.1964) loss_rec_all: 0.2158 (0.2222) loss_rec_sfr: 0.2891 (0.2917) loss_cl: -0.2790 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [11:44:34.864339] Epoch: [191] [ 460/2904] eta: 0:32:10 lr: 0.002173 loss: 0.1847 (0.1964) loss_rec_all: 0.2110 (0.2222) loss_rec_sfr: 0.2766 (0.2919) loss_cl: -0.2792 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [11:44:49.788861] Epoch: [191] [ 480/2904] eta: 0:31:50 lr: 0.002173 loss: 0.1871 (0.1965) loss_rec_all: 0.2132 (0.2223) loss_rec_sfr: 0.2751 (0.2922) loss_cl: -0.2782 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [11:45:04.706712] Epoch: [191] [ 500/2904] eta: 0:31:30 lr: 0.002173 loss: 0.1868 (0.1966) loss_rec_all: 0.2127 (0.2224) loss_rec_sfr: 0.2719 (0.2928) loss_cl: -0.2781 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [11:45:19.629068] Epoch: [191] [ 520/2904] eta: 0:31:10 lr: 0.002173 loss: 0.1901 (0.1965) loss_rec_all: 0.2163 (0.2223) loss_rec_sfr: 0.2693 (0.2920) loss_cl: -0.2785 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [11:45:34.544350] Epoch: [191] [ 540/2904] eta: 0:30:51 lr: 0.002173 loss: 0.1897 (0.1965) loss_rec_all: 0.2156 (0.2224) loss_rec_sfr: 0.2810 (0.2923) loss_cl: -0.2793 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [11:45:49.462293] Epoch: [191] [ 560/2904] eta: 0:30:33 lr: 0.002173 loss: 0.1865 (0.1964) loss_rec_all: 0.2126 (0.2223) loss_rec_sfr: 0.2674 (0.2917) loss_cl: -0.2797 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [11:46:04.385978] Epoch: [191] [ 580/2904] eta: 0:30:14 lr: 0.002173 loss: 0.1888 (0.1965) loss_rec_all: 0.2147 (0.2223) loss_rec_sfr: 0.2730 (0.2920) loss_cl: -0.2788 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [11:46:19.310779] Epoch: [191] [ 600/2904] eta: 0:29:56 lr: 0.002173 loss: 0.1852 (0.1963) loss_rec_all: 0.2116 (0.2221) loss_rec_sfr: 0.2704 (0.2912) loss_cl: -0.2787 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [11:46:34.235257] Epoch: [191] [ 620/2904] eta: 0:29:38 lr: 0.002173 loss: 0.1884 (0.1962) loss_rec_all: 0.2142 (0.2221) loss_rec_sfr: 0.2716 (0.2906) loss_cl: -0.2801 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [11:46:49.155417] Epoch: [191] [ 640/2904] eta: 0:29:20 lr: 0.002173 loss: 0.1885 (0.1964) loss_rec_all: 0.2150 (0.2222) loss_rec_sfr: 0.2699 (0.2908) loss_cl: -0.2794 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [11:47:04.082094] Epoch: [191] [ 660/2904] eta: 0:29:02 lr: 0.002173 loss: 0.1875 (0.1965) loss_rec_all: 0.2136 (0.2223) loss_rec_sfr: 0.2861 (0.2913) loss_cl: -0.2791 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [11:47:19.006474] Epoch: [191] [ 680/2904] eta: 0:28:45 lr: 0.002173 loss: 0.1860 (0.1965) loss_rec_all: 0.2120 (0.2223) loss_rec_sfr: 0.2720 (0.2909) loss_cl: -0.2784 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [11:47:33.923764] Epoch: [191] [ 700/2904] eta: 0:28:27 lr: 0.002173 loss: 0.1841 (0.1964) loss_rec_all: 0.2101 (0.2222) loss_rec_sfr: 0.2737 (0.2907) loss_cl: -0.2792 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [11:47:48.839927] Epoch: [191] [ 720/2904] eta: 0:28:10 lr: 0.002173 loss: 0.1849 (0.1963) loss_rec_all: 0.2109 (0.2221) loss_rec_sfr: 0.2811 (0.2907) loss_cl: -0.2792 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [11:48:03.757236] Epoch: [191] [ 740/2904] eta: 0:27:53 lr: 0.002173 loss: 0.1842 (0.1962) loss_rec_all: 0.2103 (0.2221) loss_rec_sfr: 0.2676 (0.2905) loss_cl: -0.2798 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [11:48:18.671969] Epoch: [191] [ 760/2904] eta: 0:27:36 lr: 0.002173 loss: 0.1882 (0.1962) loss_rec_all: 0.2143 (0.2221) loss_rec_sfr: 0.2625 (0.2904) loss_cl: -0.2798 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [11:48:33.587957] Epoch: [191] [ 780/2904] eta: 0:27:19 lr: 0.002173 loss: 0.1856 (0.1963) loss_rec_all: 0.2115 (0.2221) loss_rec_sfr: 0.2773 (0.2906) loss_cl: -0.2772 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [11:48:48.510087] Epoch: [191] [ 800/2904] eta: 0:27:02 lr: 0.002173 loss: 0.1889 (0.1962) loss_rec_all: 0.2147 (0.2221) loss_rec_sfr: 0.2718 (0.2905) loss_cl: -0.2775 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [11:49:03.427111] Epoch: [191] [ 820/2904] eta: 0:26:45 lr: 0.002173 loss: 0.1811 (0.1962) loss_rec_all: 0.2075 (0.2220) loss_rec_sfr: 0.2673 (0.2903) loss_cl: -0.2786 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [11:49:18.343093] Epoch: [191] [ 840/2904] eta: 0:26:29 lr: 0.002173 loss: 0.1820 (0.1961) loss_rec_all: 0.2081 (0.2219) loss_rec_sfr: 0.2650 (0.2900) loss_cl: -0.2801 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [11:49:33.261494] Epoch: [191] [ 860/2904] eta: 0:26:12 lr: 0.002173 loss: 0.1840 (0.1962) loss_rec_all: 0.2101 (0.2220) loss_rec_sfr: 0.2727 (0.2903) loss_cl: -0.2799 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [11:49:48.177110] Epoch: [191] [ 880/2904] eta: 0:25:56 lr: 0.002173 loss: 0.1878 (0.1963) loss_rec_all: 0.2137 (0.2221) loss_rec_sfr: 0.2823 (0.2908) loss_cl: -0.2785 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [11:50:03.093514] Epoch: [191] [ 900/2904] eta: 0:25:39 lr: 0.002173 loss: 0.1857 (0.1964) loss_rec_all: 0.2120 (0.2222) loss_rec_sfr: 0.2734 (0.2912) loss_cl: -0.2786 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [11:50:18.011372] Epoch: [191] [ 920/2904] eta: 0:25:23 lr: 0.002173 loss: 0.1857 (0.1965) loss_rec_all: 0.2118 (0.2223) loss_rec_sfr: 0.2737 (0.2916) loss_cl: -0.2791 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [11:50:32.945454] Epoch: [191] [ 940/2904] eta: 0:25:07 lr: 0.002173 loss: 0.1841 (0.1965) loss_rec_all: 0.2099 (0.2224) loss_rec_sfr: 0.2739 (0.2918) loss_cl: -0.2786 (-0.2787) time: 0.7467 data: 0.0002 max mem: 29860 [11:50:47.860375] Epoch: [191] [ 960/2904] eta: 0:24:51 lr: 0.002173 loss: 0.1832 (0.1964) loss_rec_all: 0.2091 (0.2222) loss_rec_sfr: 0.2729 (0.2914) loss_cl: -0.2786 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [11:51:02.788608] Epoch: [191] [ 980/2904] eta: 0:24:34 lr: 0.002173 loss: 0.1842 (0.1962) loss_rec_all: 0.2102 (0.2221) loss_rec_sfr: 0.2400 (0.2910) loss_cl: -0.2789 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [11:51:17.703544] Epoch: [191] [1000/2904] eta: 0:24:18 lr: 0.002173 loss: 0.1811 (0.1961) loss_rec_all: 0.2072 (0.2219) loss_rec_sfr: 0.2562 (0.2905) loss_cl: -0.2787 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [11:51:32.612057] Epoch: [191] [1020/2904] eta: 0:24:02 lr: 0.002173 loss: 0.1857 (0.1960) loss_rec_all: 0.2113 (0.2218) loss_rec_sfr: 0.2706 (0.2903) loss_cl: -0.2792 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [11:51:47.526355] Epoch: [191] [1040/2904] eta: 0:23:46 lr: 0.002173 loss: 0.1854 (0.1959) loss_rec_all: 0.2119 (0.2217) loss_rec_sfr: 0.2718 (0.2902) loss_cl: -0.2794 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [11:52:02.441461] Epoch: [191] [1060/2904] eta: 0:23:30 lr: 0.002173 loss: 0.1870 (0.1959) loss_rec_all: 0.2131 (0.2217) loss_rec_sfr: 0.2793 (0.2903) loss_cl: -0.2802 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [11:52:17.356145] Epoch: [191] [1080/2904] eta: 0:23:14 lr: 0.002173 loss: 0.1898 (0.1958) loss_rec_all: 0.2162 (0.2217) loss_rec_sfr: 0.2606 (0.2900) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [11:52:32.273482] Epoch: [191] [1100/2904] eta: 0:22:58 lr: 0.002173 loss: 0.1959 (0.1959) loss_rec_all: 0.2219 (0.2218) loss_rec_sfr: 0.2714 (0.2900) loss_cl: -0.2783 (-0.2787) time: 0.7458 data: 0.0003 max mem: 29860 [11:52:47.150095] Epoch: [191] [1120/2904] eta: 0:22:42 lr: 0.002173 loss: 0.2071 (0.1963) loss_rec_all: 0.2330 (0.2222) loss_rec_sfr: 0.3018 (0.2908) loss_cl: -0.2788 (-0.2787) time: 0.7437 data: 0.0003 max mem: 29860 [11:53:02.064226] Epoch: [191] [1140/2904] eta: 0:22:27 lr: 0.002173 loss: 0.2195 (0.1969) loss_rec_all: 0.2452 (0.2228) loss_rec_sfr: 0.2830 (0.2912) loss_cl: -0.2783 (-0.2787) time: 0.7456 data: 0.0004 max mem: 29860 [11:53:16.976054] Epoch: [191] [1160/2904] eta: 0:22:11 lr: 0.002173 loss: 0.2102 (0.1973) loss_rec_all: 0.2360 (0.2231) loss_rec_sfr: 0.2634 (0.2914) loss_cl: -0.2786 (-0.2787) time: 0.7456 data: 0.0004 max mem: 29860 [11:53:31.886650] Epoch: [191] [1180/2904] eta: 0:21:55 lr: 0.002173 loss: 0.1979 (0.1973) loss_rec_all: 0.2236 (0.2231) loss_rec_sfr: 0.2657 (0.2910) loss_cl: -0.2787 (-0.2787) time: 0.7455 data: 0.0003 max mem: 29860 [11:53:46.796968] Epoch: [191] [1200/2904] eta: 0:21:39 lr: 0.002173 loss: 0.1971 (0.1975) loss_rec_all: 0.2232 (0.2233) loss_rec_sfr: 0.2826 (0.2914) loss_cl: -0.2787 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [11:54:01.708833] Epoch: [191] [1220/2904] eta: 0:21:23 lr: 0.002173 loss: 0.1910 (0.1976) loss_rec_all: 0.2169 (0.2234) loss_rec_sfr: 0.2807 (0.2917) loss_cl: -0.2791 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [11:54:16.624233] Epoch: [191] [1240/2904] eta: 0:21:08 lr: 0.002172 loss: 0.1846 (0.1975) loss_rec_all: 0.2109 (0.2233) loss_rec_sfr: 0.2711 (0.2914) loss_cl: -0.2790 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [11:54:31.531359] Epoch: [191] [1260/2904] eta: 0:20:52 lr: 0.002172 loss: 0.1854 (0.1974) loss_rec_all: 0.2117 (0.2233) loss_rec_sfr: 0.2714 (0.2912) loss_cl: -0.2785 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [11:54:46.442327] Epoch: [191] [1280/2904] eta: 0:20:36 lr: 0.002172 loss: 0.1839 (0.1973) loss_rec_all: 0.2099 (0.2231) loss_rec_sfr: 0.2414 (0.2910) loss_cl: -0.2787 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [11:55:01.354170] Epoch: [191] [1300/2904] eta: 0:20:21 lr: 0.002172 loss: 0.1849 (0.1972) loss_rec_all: 0.2110 (0.2231) loss_rec_sfr: 0.2763 (0.2909) loss_cl: -0.2800 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [11:55:16.271172] Epoch: [191] [1320/2904] eta: 0:20:05 lr: 0.002172 loss: 0.1845 (0.1971) loss_rec_all: 0.2109 (0.2229) loss_rec_sfr: 0.2725 (0.2907) loss_cl: -0.2803 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [11:55:31.181197] Epoch: [191] [1340/2904] eta: 0:19:50 lr: 0.002172 loss: 0.1825 (0.1972) loss_rec_all: 0.2089 (0.2230) loss_rec_sfr: 0.2711 (0.2910) loss_cl: -0.2778 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [11:55:46.089234] Epoch: [191] [1360/2904] eta: 0:19:34 lr: 0.002172 loss: 0.1843 (0.1971) loss_rec_all: 0.2105 (0.2229) loss_rec_sfr: 0.2706 (0.2908) loss_cl: -0.2797 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [11:56:01.000382] Epoch: [191] [1380/2904] eta: 0:19:18 lr: 0.002172 loss: 0.1839 (0.1971) loss_rec_all: 0.2100 (0.2229) loss_rec_sfr: 0.2725 (0.2909) loss_cl: -0.2794 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [11:56:15.911105] Epoch: [191] [1400/2904] eta: 0:19:03 lr: 0.002172 loss: 0.1851 (0.1972) loss_rec_all: 0.2116 (0.2230) loss_rec_sfr: 0.2752 (0.2913) loss_cl: -0.2782 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [11:56:30.822073] Epoch: [191] [1420/2904] eta: 0:18:47 lr: 0.002172 loss: 0.1818 (0.1970) loss_rec_all: 0.2082 (0.2229) loss_rec_sfr: 0.2342 (0.2907) loss_cl: -0.2779 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [11:56:45.735852] Epoch: [191] [1440/2904] eta: 0:18:32 lr: 0.002172 loss: 0.1828 (0.1969) loss_rec_all: 0.2091 (0.2228) loss_rec_sfr: 0.2671 (0.2904) loss_cl: -0.2791 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [11:57:00.647164] Epoch: [191] [1460/2904] eta: 0:18:16 lr: 0.002172 loss: 0.1865 (0.1970) loss_rec_all: 0.2126 (0.2228) loss_rec_sfr: 0.2734 (0.2906) loss_cl: -0.2788 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [11:57:15.557911] Epoch: [191] [1480/2904] eta: 0:18:01 lr: 0.002172 loss: 0.1848 (0.1969) loss_rec_all: 0.2114 (0.2228) loss_rec_sfr: 0.2621 (0.2904) loss_cl: -0.2797 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [11:57:30.470145] Epoch: [191] [1500/2904] eta: 0:17:46 lr: 0.002172 loss: 0.1875 (0.1969) loss_rec_all: 0.2136 (0.2227) loss_rec_sfr: 0.2677 (0.2904) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [11:57:45.376278] Epoch: [191] [1520/2904] eta: 0:17:30 lr: 0.002172 loss: 0.1848 (0.1968) loss_rec_all: 0.2106 (0.2227) loss_rec_sfr: 0.2664 (0.2902) loss_cl: -0.2791 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [11:58:00.284976] Epoch: [191] [1540/2904] eta: 0:17:15 lr: 0.002172 loss: 0.1857 (0.1969) loss_rec_all: 0.2116 (0.2227) loss_rec_sfr: 0.2799 (0.2903) loss_cl: -0.2792 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [11:58:15.192091] Epoch: [191] [1560/2904] eta: 0:16:59 lr: 0.002172 loss: 0.1866 (0.1970) loss_rec_all: 0.2124 (0.2228) loss_rec_sfr: 0.2870 (0.2908) loss_cl: -0.2786 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [11:58:30.099003] Epoch: [191] [1580/2904] eta: 0:16:44 lr: 0.002172 loss: 0.1843 (0.1970) loss_rec_all: 0.2105 (0.2228) loss_rec_sfr: 0.2773 (0.2909) loss_cl: -0.2785 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [11:58:45.007800] Epoch: [191] [1600/2904] eta: 0:16:28 lr: 0.002172 loss: 0.1886 (0.1970) loss_rec_all: 0.2145 (0.2228) loss_rec_sfr: 0.2713 (0.2910) loss_cl: -0.2780 (-0.2787) time: 0.7454 data: 0.0003 max mem: 29860 [11:58:59.917903] Epoch: [191] [1620/2904] eta: 0:16:13 lr: 0.002172 loss: 0.1866 (0.1969) loss_rec_all: 0.2129 (0.2228) loss_rec_sfr: 0.2384 (0.2908) loss_cl: -0.2787 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [11:59:14.825872] Epoch: [191] [1640/2904] eta: 0:15:58 lr: 0.002172 loss: 0.1843 (0.1969) loss_rec_all: 0.2103 (0.2227) loss_rec_sfr: 0.2653 (0.2906) loss_cl: -0.2791 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [11:59:29.736811] Epoch: [191] [1660/2904] eta: 0:15:42 lr: 0.002172 loss: 0.1848 (0.1968) loss_rec_all: 0.2110 (0.2227) loss_rec_sfr: 0.2357 (0.2903) loss_cl: -0.2780 (-0.2787) time: 0.7455 data: 0.0003 max mem: 29860 [11:59:44.641767] Epoch: [191] [1680/2904] eta: 0:15:27 lr: 0.002172 loss: 0.1911 (0.1969) loss_rec_all: 0.2167 (0.2227) loss_rec_sfr: 0.2736 (0.2903) loss_cl: -0.2791 (-0.2787) time: 0.7452 data: 0.0003 max mem: 29860 [11:59:59.545160] Epoch: [191] [1700/2904] eta: 0:15:12 lr: 0.002172 loss: 0.1870 (0.1968) loss_rec_all: 0.2131 (0.2227) loss_rec_sfr: 0.2736 (0.2902) loss_cl: -0.2795 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [12:00:14.455640] Epoch: [191] [1720/2904] eta: 0:14:56 lr: 0.002172 loss: 0.1845 (0.1968) loss_rec_all: 0.2106 (0.2226) loss_rec_sfr: 0.2668 (0.2902) loss_cl: -0.2801 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [12:00:29.361731] Epoch: [191] [1740/2904] eta: 0:14:41 lr: 0.002172 loss: 0.1812 (0.1967) loss_rec_all: 0.2074 (0.2226) loss_rec_sfr: 0.2612 (0.2901) loss_cl: -0.2784 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [12:00:44.270497] Epoch: [191] [1760/2904] eta: 0:14:26 lr: 0.002172 loss: 0.1921 (0.1968) loss_rec_all: 0.2179 (0.2227) loss_rec_sfr: 0.2683 (0.2904) loss_cl: -0.2785 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [12:00:59.173411] Epoch: [191] [1780/2904] eta: 0:14:10 lr: 0.002172 loss: 0.1864 (0.1969) loss_rec_all: 0.2124 (0.2227) loss_rec_sfr: 0.2771 (0.2906) loss_cl: -0.2787 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [12:01:14.079024] Epoch: [191] [1800/2904] eta: 0:13:55 lr: 0.002172 loss: 0.1852 (0.1969) loss_rec_all: 0.2110 (0.2227) loss_rec_sfr: 0.2682 (0.2907) loss_cl: -0.2787 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [12:01:28.987426] Epoch: [191] [1820/2904] eta: 0:13:40 lr: 0.002172 loss: 0.1825 (0.1968) loss_rec_all: 0.2090 (0.2227) loss_rec_sfr: 0.2630 (0.2905) loss_cl: -0.2782 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [12:01:43.897425] Epoch: [191] [1840/2904] eta: 0:13:25 lr: 0.002172 loss: 0.1899 (0.1969) loss_rec_all: 0.2157 (0.2227) loss_rec_sfr: 0.2686 (0.2905) loss_cl: -0.2784 (-0.2787) time: 0.7455 data: 0.0003 max mem: 29860 [12:01:58.808029] Epoch: [191] [1860/2904] eta: 0:13:09 lr: 0.002172 loss: 0.1816 (0.1968) loss_rec_all: 0.2074 (0.2227) loss_rec_sfr: 0.2791 (0.2906) loss_cl: -0.2792 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [12:02:13.720975] Epoch: [191] [1880/2904] eta: 0:12:54 lr: 0.002172 loss: 0.1882 (0.1968) loss_rec_all: 0.2141 (0.2226) loss_rec_sfr: 0.2697 (0.2905) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [12:02:28.625481] Epoch: [191] [1900/2904] eta: 0:12:39 lr: 0.002172 loss: 0.1843 (0.1968) loss_rec_all: 0.2106 (0.2226) loss_rec_sfr: 0.2797 (0.2904) loss_cl: -0.2793 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [12:02:43.530360] Epoch: [191] [1920/2904] eta: 0:12:24 lr: 0.002172 loss: 0.1863 (0.1967) loss_rec_all: 0.2123 (0.2225) loss_rec_sfr: 0.2724 (0.2903) loss_cl: -0.2788 (-0.2788) time: 0.7452 data: 0.0003 max mem: 29860 [12:02:58.440914] Epoch: [191] [1940/2904] eta: 0:12:08 lr: 0.002172 loss: 0.1866 (0.1967) loss_rec_all: 0.2123 (0.2225) loss_rec_sfr: 0.2665 (0.2902) loss_cl: -0.2792 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [12:03:13.345153] Epoch: [191] [1960/2904] eta: 0:11:53 lr: 0.002172 loss: 0.1879 (0.1967) loss_rec_all: 0.2139 (0.2226) loss_rec_sfr: 0.2704 (0.2902) loss_cl: -0.2799 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [12:03:28.258357] Epoch: [191] [1980/2904] eta: 0:11:38 lr: 0.002172 loss: 0.1836 (0.1967) loss_rec_all: 0.2099 (0.2225) loss_rec_sfr: 0.2598 (0.2901) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [12:03:43.165173] Epoch: [191] [2000/2904] eta: 0:11:23 lr: 0.002172 loss: 0.1912 (0.1967) loss_rec_all: 0.2169 (0.2226) loss_rec_sfr: 0.2681 (0.2901) loss_cl: -0.2780 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [12:03:58.069235] Epoch: [191] [2020/2904] eta: 0:11:08 lr: 0.002172 loss: 0.1861 (0.1966) loss_rec_all: 0.2122 (0.2225) loss_rec_sfr: 0.2568 (0.2897) loss_cl: -0.2785 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [12:04:12.979119] Epoch: [191] [2040/2904] eta: 0:10:52 lr: 0.002172 loss: 0.1867 (0.1966) loss_rec_all: 0.2129 (0.2224) loss_rec_sfr: 0.2622 (0.2895) loss_cl: -0.2785 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [12:04:27.892372] Epoch: [191] [2060/2904] eta: 0:10:37 lr: 0.002172 loss: 0.1873 (0.1965) loss_rec_all: 0.2135 (0.2224) loss_rec_sfr: 0.2575 (0.2893) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [12:04:42.814042] Epoch: [191] [2080/2904] eta: 0:10:22 lr: 0.002172 loss: 0.1919 (0.1966) loss_rec_all: 0.2176 (0.2224) loss_rec_sfr: 0.2698 (0.2894) loss_cl: -0.2784 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [12:04:57.721039] Epoch: [191] [2100/2904] eta: 0:10:07 lr: 0.002172 loss: 0.1854 (0.1966) loss_rec_all: 0.2111 (0.2224) loss_rec_sfr: 0.2831 (0.2895) loss_cl: -0.2785 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [12:05:12.623234] Epoch: [191] [2120/2904] eta: 0:09:52 lr: 0.002172 loss: 0.1858 (0.1966) loss_rec_all: 0.2123 (0.2224) loss_rec_sfr: 0.2819 (0.2897) loss_cl: -0.2785 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [12:05:27.672031] Epoch: [191] [2140/2904] eta: 0:09:36 lr: 0.002172 loss: 0.1859 (0.1966) loss_rec_all: 0.2118 (0.2224) loss_rec_sfr: 0.2684 (0.2896) loss_cl: -0.2791 (-0.2788) time: 0.7524 data: 0.0003 max mem: 29860 [12:05:42.582583] Epoch: [191] [2160/2904] eta: 0:09:21 lr: 0.002172 loss: 0.1850 (0.1966) loss_rec_all: 0.2114 (0.2224) loss_rec_sfr: 0.2719 (0.2896) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [12:05:57.500353] Epoch: [191] [2180/2904] eta: 0:09:06 lr: 0.002172 loss: 0.1859 (0.1966) loss_rec_all: 0.2120 (0.2224) loss_rec_sfr: 0.2711 (0.2895) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [12:06:12.413382] Epoch: [191] [2200/2904] eta: 0:08:51 lr: 0.002172 loss: 0.1861 (0.1965) loss_rec_all: 0.2117 (0.2224) loss_rec_sfr: 0.2683 (0.2893) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [12:06:27.323747] Epoch: [191] [2220/2904] eta: 0:08:36 lr: 0.002172 loss: 0.1870 (0.1965) loss_rec_all: 0.2130 (0.2224) loss_rec_sfr: 0.2729 (0.2893) loss_cl: -0.2791 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [12:06:42.238119] Epoch: [191] [2240/2904] eta: 0:08:21 lr: 0.002171 loss: 0.1831 (0.1965) loss_rec_all: 0.2095 (0.2224) loss_rec_sfr: 0.2362 (0.2893) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [12:06:57.151334] Epoch: [191] [2260/2904] eta: 0:08:06 lr: 0.002171 loss: 0.1864 (0.1965) loss_rec_all: 0.2124 (0.2224) loss_rec_sfr: 0.2749 (0.2893) loss_cl: -0.2779 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [12:07:12.059546] Epoch: [191] [2280/2904] eta: 0:07:50 lr: 0.002171 loss: 0.1856 (0.1966) loss_rec_all: 0.2120 (0.2224) loss_rec_sfr: 0.2666 (0.2894) loss_cl: -0.2787 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [12:07:26.963181] Epoch: [191] [2300/2904] eta: 0:07:35 lr: 0.002171 loss: 0.1844 (0.1966) loss_rec_all: 0.2105 (0.2224) loss_rec_sfr: 0.2718 (0.2895) loss_cl: -0.2792 (-0.2788) time: 0.7451 data: 0.0003 max mem: 29860 [12:07:41.868451] Epoch: [191] [2320/2904] eta: 0:07:20 lr: 0.002171 loss: 0.1875 (0.1965) loss_rec_all: 0.2134 (0.2224) loss_rec_sfr: 0.2443 (0.2893) loss_cl: -0.2791 (-0.2788) time: 0.7452 data: 0.0003 max mem: 29860 [12:07:56.782396] Epoch: [191] [2340/2904] eta: 0:07:05 lr: 0.002171 loss: 0.1865 (0.1965) loss_rec_all: 0.2128 (0.2224) loss_rec_sfr: 0.2732 (0.2891) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [12:08:11.691663] Epoch: [191] [2360/2904] eta: 0:06:50 lr: 0.002171 loss: 0.1961 (0.1966) loss_rec_all: 0.2221 (0.2225) loss_rec_sfr: 0.2772 (0.2894) loss_cl: -0.2779 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [12:08:26.601000] Epoch: [191] [2380/2904] eta: 0:06:35 lr: 0.002171 loss: 0.1857 (0.1966) loss_rec_all: 0.2116 (0.2224) loss_rec_sfr: 0.2800 (0.2894) loss_cl: -0.2789 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [12:08:41.511877] Epoch: [191] [2400/2904] eta: 0:06:20 lr: 0.002171 loss: 0.1869 (0.1966) loss_rec_all: 0.2128 (0.2224) loss_rec_sfr: 0.2825 (0.2895) loss_cl: -0.2796 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [12:08:56.421807] Epoch: [191] [2420/2904] eta: 0:06:04 lr: 0.002171 loss: 0.1871 (0.1966) loss_rec_all: 0.2132 (0.2225) loss_rec_sfr: 0.2750 (0.2897) loss_cl: -0.2800 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [12:09:11.333361] Epoch: [191] [2440/2904] eta: 0:05:49 lr: 0.002171 loss: 0.1868 (0.1966) loss_rec_all: 0.2128 (0.2225) loss_rec_sfr: 0.2674 (0.2896) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [12:09:26.254607] Epoch: [191] [2460/2904] eta: 0:05:34 lr: 0.002171 loss: 0.1866 (0.1966) loss_rec_all: 0.2127 (0.2224) loss_rec_sfr: 0.2659 (0.2895) loss_cl: -0.2780 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [12:09:41.166725] Epoch: [191] [2480/2904] eta: 0:05:19 lr: 0.002171 loss: 0.1906 (0.1966) loss_rec_all: 0.2163 (0.2225) loss_rec_sfr: 0.2695 (0.2896) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [12:09:56.077066] Epoch: [191] [2500/2904] eta: 0:05:04 lr: 0.002171 loss: 0.1848 (0.1967) loss_rec_all: 0.2111 (0.2225) loss_rec_sfr: 0.2788 (0.2897) loss_cl: -0.2795 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [12:10:10.988774] Epoch: [191] [2520/2904] eta: 0:04:49 lr: 0.002171 loss: 0.1845 (0.1966) loss_rec_all: 0.2103 (0.2224) loss_rec_sfr: 0.2741 (0.2896) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [12:10:25.901912] Epoch: [191] [2540/2904] eta: 0:04:34 lr: 0.002171 loss: 0.1821 (0.1965) loss_rec_all: 0.2081 (0.2224) loss_rec_sfr: 0.2784 (0.2895) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [12:10:40.814258] Epoch: [191] [2560/2904] eta: 0:04:19 lr: 0.002171 loss: 0.1857 (0.1965) loss_rec_all: 0.2117 (0.2223) loss_rec_sfr: 0.2715 (0.2894) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [12:10:55.728017] Epoch: [191] [2580/2904] eta: 0:04:04 lr: 0.002171 loss: 0.1864 (0.1965) loss_rec_all: 0.2126 (0.2224) loss_rec_sfr: 0.2701 (0.2895) loss_cl: -0.2779 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [12:11:10.640696] Epoch: [191] [2600/2904] eta: 0:03:49 lr: 0.002171 loss: 0.1873 (0.1965) loss_rec_all: 0.2133 (0.2224) loss_rec_sfr: 0.2763 (0.2896) loss_cl: -0.2797 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [12:11:25.554250] Epoch: [191] [2620/2904] eta: 0:03:33 lr: 0.002171 loss: 0.1861 (0.1965) loss_rec_all: 0.2123 (0.2223) loss_rec_sfr: 0.2762 (0.2895) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [12:11:40.466158] Epoch: [191] [2640/2904] eta: 0:03:18 lr: 0.002171 loss: 0.1880 (0.1965) loss_rec_all: 0.2137 (0.2223) loss_rec_sfr: 0.2818 (0.2897) loss_cl: -0.2783 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [12:11:55.373569] Epoch: [191] [2660/2904] eta: 0:03:03 lr: 0.002171 loss: 0.1897 (0.1965) loss_rec_all: 0.2158 (0.2223) loss_rec_sfr: 0.2643 (0.2898) loss_cl: -0.2787 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [12:12:10.286690] Epoch: [191] [2680/2904] eta: 0:02:48 lr: 0.002171 loss: 0.1890 (0.1965) loss_rec_all: 0.2149 (0.2224) loss_rec_sfr: 0.2823 (0.2899) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [12:12:25.201451] Epoch: [191] [2700/2904] eta: 0:02:33 lr: 0.002171 loss: 0.1861 (0.1965) loss_rec_all: 0.2119 (0.2224) loss_rec_sfr: 0.2646 (0.2898) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [12:12:40.109705] Epoch: [191] [2720/2904] eta: 0:02:18 lr: 0.002171 loss: 0.1883 (0.1965) loss_rec_all: 0.2143 (0.2224) loss_rec_sfr: 0.2715 (0.2899) loss_cl: -0.2790 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [12:12:55.023241] Epoch: [191] [2740/2904] eta: 0:02:03 lr: 0.002171 loss: 0.1838 (0.1965) loss_rec_all: 0.2096 (0.2223) loss_rec_sfr: 0.2329 (0.2896) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [12:13:09.941443] Epoch: [191] [2760/2904] eta: 0:01:48 lr: 0.002171 loss: 0.1877 (0.1965) loss_rec_all: 0.2134 (0.2223) loss_rec_sfr: 0.2711 (0.2897) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [12:13:24.864359] Epoch: [191] [2780/2904] eta: 0:01:33 lr: 0.002171 loss: 0.1859 (0.1965) loss_rec_all: 0.2121 (0.2223) loss_rec_sfr: 0.2630 (0.2897) loss_cl: -0.2782 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [12:13:39.772652] Epoch: [191] [2800/2904] eta: 0:01:18 lr: 0.002171 loss: 0.1912 (0.1965) loss_rec_all: 0.2173 (0.2224) loss_rec_sfr: 0.2732 (0.2898) loss_cl: -0.2783 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [12:13:54.690066] Epoch: [191] [2820/2904] eta: 0:01:03 lr: 0.002171 loss: 0.1842 (0.1965) loss_rec_all: 0.2107 (0.2224) loss_rec_sfr: 0.2752 (0.2898) loss_cl: -0.2793 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [12:14:09.675263] Epoch: [191] [2840/2904] eta: 0:00:48 lr: 0.002171 loss: 0.1859 (0.1965) loss_rec_all: 0.2125 (0.2224) loss_rec_sfr: 0.2777 (0.2899) loss_cl: -0.2794 (-0.2788) time: 0.7492 data: 0.0046 max mem: 29860 [12:14:24.566450] Epoch: [191] [2860/2904] eta: 0:00:33 lr: 0.002171 loss: 0.1805 (0.1965) loss_rec_all: 0.2068 (0.2223) loss_rec_sfr: 0.2722 (0.2898) loss_cl: -0.2788 (-0.2788) time: 0.7445 data: 0.0001 max mem: 29860 [12:14:39.452753] Epoch: [191] [2880/2904] eta: 0:00:18 lr: 0.002171 loss: 0.1845 (0.1964) loss_rec_all: 0.2105 (0.2223) loss_rec_sfr: 0.2660 (0.2896) loss_cl: -0.2789 (-0.2788) time: 0.7443 data: 0.0001 max mem: 29860 [12:14:54.347379] Epoch: [191] [2900/2904] eta: 0:00:03 lr: 0.002171 loss: 0.1907 (0.1965) loss_rec_all: 0.2166 (0.2223) loss_rec_sfr: 0.2768 (0.2898) loss_cl: -0.2791 (-0.2788) time: 0.7447 data: 0.0001 max mem: 29860 [12:14:56.588637] Epoch: [191] [2903/2904] eta: 0:00:00 lr: 0.002171 loss: 0.1863 (0.1965) loss_rec_all: 0.2122 (0.2223) loss_rec_sfr: 0.2733 (0.2898) loss_cl: -0.2791 (-0.2788) time: 0.7447 data: 0.0001 max mem: 29860 [12:14:58.886957] Epoch: [191] Total time: 0:36:28 (0.7535 s / it) [12:14:58.890402] Averaged stats: lr: 0.002171 loss: 0.1863 (0.1993) loss_rec_all: 0.2122 (0.2228) loss_rec_sfr: 0.2733 (0.2911) loss_cl: -0.2791 (-0.2555) [12:14:58.895136] log_dir: ./checkpoint/VF2_ViT-B [12:15:18.426067] Epoch: [192] [ 0/2904] eta: 15:45:15 lr: 0.002171 loss: 0.1847 (0.1847) loss_rec_all: 0.2110 (0.2110) loss_rec_sfr: 0.2381 (0.2381) loss_cl: -0.2790 (-0.2790) time: 19.5303 data: 18.7986 max mem: 29860 [12:15:36.548671] Epoch: [192] [ 20/2904] eta: 1:26:10 lr: 0.002171 loss: 0.1891 (0.2043) loss_rec_all: 0.2151 (0.2300) loss_rec_sfr: 0.2729 (0.3185) loss_cl: -0.2790 (-0.2789) time: 0.9061 data: 0.0002 max mem: 29860 [12:15:51.448778] Epoch: [192] [ 40/2904] eta: 1:01:10 lr: 0.002171 loss: 0.1860 (0.1989) loss_rec_all: 0.2119 (0.2247) loss_rec_sfr: 0.2738 (0.3005) loss_cl: -0.2787 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [12:16:06.365847] Epoch: [192] [ 60/2904] eta: 0:52:25 lr: 0.002171 loss: 0.1866 (0.1982) loss_rec_all: 0.2128 (0.2240) loss_rec_sfr: 0.2738 (0.2978) loss_cl: -0.2788 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [12:16:21.283993] Epoch: [192] [ 80/2904] eta: 0:47:52 lr: 0.002171 loss: 0.1871 (0.1973) loss_rec_all: 0.2132 (0.2231) loss_rec_sfr: 0.2790 (0.2959) loss_cl: -0.2788 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [12:16:36.213028] Epoch: [192] [ 100/2904] eta: 0:45:01 lr: 0.002171 loss: 0.1842 (0.1972) loss_rec_all: 0.2105 (0.2230) loss_rec_sfr: 0.2694 (0.2958) loss_cl: -0.2791 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [12:16:51.162901] Epoch: [192] [ 120/2904] eta: 0:43:02 lr: 0.002171 loss: 0.1875 (0.1970) loss_rec_all: 0.2141 (0.2228) loss_rec_sfr: 0.2790 (0.2939) loss_cl: -0.2786 (-0.2788) time: 0.7474 data: 0.0002 max mem: 29860 [12:17:06.097394] Epoch: [192] [ 140/2904] eta: 0:41:33 lr: 0.002171 loss: 0.1896 (0.1979) loss_rec_all: 0.2155 (0.2237) loss_rec_sfr: 0.2782 (0.2965) loss_cl: -0.2790 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [12:17:21.031919] Epoch: [192] [ 160/2904] eta: 0:40:22 lr: 0.002171 loss: 0.1869 (0.1971) loss_rec_all: 0.2128 (0.2229) loss_rec_sfr: 0.2632 (0.2939) loss_cl: -0.2793 (-0.2789) time: 0.7467 data: 0.0003 max mem: 29860 [12:17:35.969177] Epoch: [192] [ 180/2904] eta: 0:39:23 lr: 0.002171 loss: 0.1849 (0.1964) loss_rec_all: 0.2108 (0.2222) loss_rec_sfr: 0.2595 (0.2909) loss_cl: -0.2787 (-0.2788) time: 0.7468 data: 0.0003 max mem: 29860 [12:17:50.890611] Epoch: [192] [ 200/2904] eta: 0:38:33 lr: 0.002171 loss: 0.1889 (0.1962) loss_rec_all: 0.2146 (0.2220) loss_rec_sfr: 0.2743 (0.2900) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [12:18:05.821271] Epoch: [192] [ 220/2904] eta: 0:37:50 lr: 0.002171 loss: 0.1872 (0.1959) loss_rec_all: 0.2133 (0.2217) loss_rec_sfr: 0.2750 (0.2897) loss_cl: -0.2795 (-0.2789) time: 0.7465 data: 0.0003 max mem: 29860 [12:18:20.765028] Epoch: [192] [ 240/2904] eta: 0:37:11 lr: 0.002171 loss: 0.1822 (0.1949) loss_rec_all: 0.2086 (0.2208) loss_rec_sfr: 0.2326 (0.2856) loss_cl: -0.2798 (-0.2789) time: 0.7471 data: 0.0002 max mem: 29860 [12:18:35.692236] Epoch: [192] [ 260/2904] eta: 0:36:36 lr: 0.002171 loss: 0.1839 (0.1945) loss_rec_all: 0.2098 (0.2204) loss_rec_sfr: 0.2680 (0.2842) loss_cl: -0.2789 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [12:18:50.630545] Epoch: [192] [ 280/2904] eta: 0:36:03 lr: 0.002171 loss: 0.1877 (0.1950) loss_rec_all: 0.2140 (0.2209) loss_rec_sfr: 0.2632 (0.2861) loss_cl: -0.2788 (-0.2788) time: 0.7469 data: 0.0003 max mem: 29860 [12:19:05.546647] Epoch: [192] [ 300/2904] eta: 0:35:33 lr: 0.002171 loss: 0.1877 (0.1953) loss_rec_all: 0.2139 (0.2212) loss_rec_sfr: 0.2684 (0.2865) loss_cl: -0.2793 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [12:19:20.460189] Epoch: [192] [ 320/2904] eta: 0:35:05 lr: 0.002170 loss: 0.1825 (0.1948) loss_rec_all: 0.2085 (0.2207) loss_rec_sfr: 0.2625 (0.2857) loss_cl: -0.2796 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [12:19:35.385570] Epoch: [192] [ 340/2904] eta: 0:34:38 lr: 0.002170 loss: 0.1823 (0.1946) loss_rec_all: 0.2085 (0.2205) loss_rec_sfr: 0.2592 (0.2855) loss_cl: -0.2791 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [12:19:50.303051] Epoch: [192] [ 360/2904] eta: 0:34:13 lr: 0.002170 loss: 0.1886 (0.1945) loss_rec_all: 0.2147 (0.2204) loss_rec_sfr: 0.2636 (0.2849) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [12:20:05.221255] Epoch: [192] [ 380/2904] eta: 0:33:49 lr: 0.002170 loss: 0.1816 (0.1945) loss_rec_all: 0.2077 (0.2204) loss_rec_sfr: 0.2282 (0.2849) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [12:20:20.136630] Epoch: [192] [ 400/2904] eta: 0:33:25 lr: 0.002170 loss: 0.1855 (0.1948) loss_rec_all: 0.2116 (0.2207) loss_rec_sfr: 0.2648 (0.2856) loss_cl: -0.2780 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [12:20:35.057407] Epoch: [192] [ 420/2904] eta: 0:33:03 lr: 0.002170 loss: 0.1839 (0.1946) loss_rec_all: 0.2102 (0.2205) loss_rec_sfr: 0.2670 (0.2847) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [12:20:49.978496] Epoch: [192] [ 440/2904] eta: 0:32:41 lr: 0.002170 loss: 0.1858 (0.1951) loss_rec_all: 0.2118 (0.2210) loss_rec_sfr: 0.2715 (0.2860) loss_cl: -0.2801 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [12:21:04.904306] Epoch: [192] [ 460/2904] eta: 0:32:20 lr: 0.002170 loss: 0.1846 (0.1950) loss_rec_all: 0.2104 (0.2208) loss_rec_sfr: 0.2624 (0.2852) loss_cl: -0.2798 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [12:21:19.824623] Epoch: [192] [ 480/2904] eta: 0:31:59 lr: 0.002170 loss: 0.1853 (0.1950) loss_rec_all: 0.2115 (0.2209) loss_rec_sfr: 0.2404 (0.2851) loss_cl: -0.2791 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [12:21:34.748962] Epoch: [192] [ 500/2904] eta: 0:31:39 lr: 0.002170 loss: 0.1871 (0.1950) loss_rec_all: 0.2128 (0.2209) loss_rec_sfr: 0.2595 (0.2846) loss_cl: -0.2783 (-0.2788) time: 0.7461 data: 0.0004 max mem: 29860 [12:21:49.669537] Epoch: [192] [ 520/2904] eta: 0:31:19 lr: 0.002170 loss: 0.1825 (0.1948) loss_rec_all: 0.2084 (0.2207) loss_rec_sfr: 0.2655 (0.2838) loss_cl: -0.2781 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [12:22:04.588646] Epoch: [192] [ 540/2904] eta: 0:31:00 lr: 0.002170 loss: 0.1920 (0.1951) loss_rec_all: 0.2180 (0.2210) loss_rec_sfr: 0.2687 (0.2848) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [12:22:19.518279] Epoch: [192] [ 560/2904] eta: 0:30:40 lr: 0.002170 loss: 0.1905 (0.1953) loss_rec_all: 0.2164 (0.2212) loss_rec_sfr: 0.2802 (0.2856) loss_cl: -0.2788 (-0.2788) time: 0.7464 data: 0.0003 max mem: 29860 [12:22:34.439050] Epoch: [192] [ 580/2904] eta: 0:30:22 lr: 0.002170 loss: 0.1867 (0.1955) loss_rec_all: 0.2129 (0.2214) loss_rec_sfr: 0.2630 (0.2861) loss_cl: -0.2795 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [12:22:49.351395] Epoch: [192] [ 600/2904] eta: 0:30:03 lr: 0.002170 loss: 0.1827 (0.1954) loss_rec_all: 0.2091 (0.2213) loss_rec_sfr: 0.2358 (0.2857) loss_cl: -0.2797 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [12:23:04.271215] Epoch: [192] [ 620/2904] eta: 0:29:45 lr: 0.002170 loss: 0.1865 (0.1955) loss_rec_all: 0.2128 (0.2214) loss_rec_sfr: 0.2727 (0.2860) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [12:23:19.192480] Epoch: [192] [ 640/2904] eta: 0:29:26 lr: 0.002170 loss: 0.1860 (0.1956) loss_rec_all: 0.2122 (0.2214) loss_rec_sfr: 0.2789 (0.2865) loss_cl: -0.2780 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [12:23:34.103756] Epoch: [192] [ 660/2904] eta: 0:29:08 lr: 0.002170 loss: 0.1842 (0.1955) loss_rec_all: 0.2102 (0.2214) loss_rec_sfr: 0.2718 (0.2866) loss_cl: -0.2792 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [12:23:49.011032] Epoch: [192] [ 680/2904] eta: 0:28:51 lr: 0.002170 loss: 0.1845 (0.1955) loss_rec_all: 0.2111 (0.2214) loss_rec_sfr: 0.2563 (0.2862) loss_cl: -0.2793 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [12:24:03.924871] Epoch: [192] [ 700/2904] eta: 0:28:33 lr: 0.002170 loss: 0.1876 (0.1959) loss_rec_all: 0.2141 (0.2217) loss_rec_sfr: 0.2751 (0.2875) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [12:24:18.840363] Epoch: [192] [ 720/2904] eta: 0:28:16 lr: 0.002170 loss: 0.1835 (0.1958) loss_rec_all: 0.2099 (0.2217) loss_rec_sfr: 0.2691 (0.2876) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [12:24:33.766624] Epoch: [192] [ 740/2904] eta: 0:27:58 lr: 0.002170 loss: 0.1835 (0.1957) loss_rec_all: 0.2099 (0.2216) loss_rec_sfr: 0.2709 (0.2876) loss_cl: -0.2791 (-0.2788) time: 0.7463 data: 0.0003 max mem: 29860 [12:24:48.679721] Epoch: [192] [ 760/2904] eta: 0:27:41 lr: 0.002170 loss: 0.1852 (0.1957) loss_rec_all: 0.2114 (0.2215) loss_rec_sfr: 0.2744 (0.2877) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [12:25:03.595207] Epoch: [192] [ 780/2904] eta: 0:27:24 lr: 0.002170 loss: 0.1886 (0.1957) loss_rec_all: 0.2144 (0.2216) loss_rec_sfr: 0.2698 (0.2880) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [12:25:18.513995] Epoch: [192] [ 800/2904] eta: 0:27:07 lr: 0.002170 loss: 0.1842 (0.1958) loss_rec_all: 0.2103 (0.2216) loss_rec_sfr: 0.2678 (0.2883) loss_cl: -0.2781 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [12:25:33.426619] Epoch: [192] [ 820/2904] eta: 0:26:50 lr: 0.002170 loss: 0.1831 (0.1956) loss_rec_all: 0.2089 (0.2215) loss_rec_sfr: 0.2735 (0.2877) loss_cl: -0.2795 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [12:25:48.343390] Epoch: [192] [ 840/2904] eta: 0:26:33 lr: 0.002170 loss: 0.1857 (0.1954) loss_rec_all: 0.2117 (0.2213) loss_rec_sfr: 0.2798 (0.2874) loss_cl: -0.2797 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [12:26:03.260790] Epoch: [192] [ 860/2904] eta: 0:26:17 lr: 0.002170 loss: 0.1868 (0.1955) loss_rec_all: 0.2126 (0.2214) loss_rec_sfr: 0.2754 (0.2875) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [12:26:18.178342] Epoch: [192] [ 880/2904] eta: 0:26:00 lr: 0.002170 loss: 0.1845 (0.1955) loss_rec_all: 0.2103 (0.2214) loss_rec_sfr: 0.2434 (0.2873) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [12:26:33.098053] Epoch: [192] [ 900/2904] eta: 0:25:43 lr: 0.002170 loss: 0.1875 (0.1954) loss_rec_all: 0.2135 (0.2213) loss_rec_sfr: 0.2695 (0.2868) loss_cl: -0.2796 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [12:26:48.011087] Epoch: [192] [ 920/2904] eta: 0:25:27 lr: 0.002170 loss: 0.1844 (0.1953) loss_rec_all: 0.2103 (0.2212) loss_rec_sfr: 0.2705 (0.2866) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [12:27:02.930042] Epoch: [192] [ 940/2904] eta: 0:25:11 lr: 0.002170 loss: 0.1856 (0.1952) loss_rec_all: 0.2115 (0.2211) loss_rec_sfr: 0.2812 (0.2867) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [12:27:17.859417] Epoch: [192] [ 960/2904] eta: 0:24:54 lr: 0.002170 loss: 0.1848 (0.1951) loss_rec_all: 0.2112 (0.2210) loss_rec_sfr: 0.2683 (0.2864) loss_cl: -0.2790 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [12:27:32.774970] Epoch: [192] [ 980/2904] eta: 0:24:38 lr: 0.002170 loss: 0.1890 (0.1952) loss_rec_all: 0.2150 (0.2211) loss_rec_sfr: 0.2718 (0.2865) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [12:27:47.690754] Epoch: [192] [1000/2904] eta: 0:24:22 lr: 0.002170 loss: 0.1847 (0.1950) loss_rec_all: 0.2107 (0.2209) loss_rec_sfr: 0.2664 (0.2861) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [12:28:02.604250] Epoch: [192] [1020/2904] eta: 0:24:06 lr: 0.002170 loss: 0.1855 (0.1950) loss_rec_all: 0.2113 (0.2209) loss_rec_sfr: 0.2536 (0.2860) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [12:28:17.521999] Epoch: [192] [1040/2904] eta: 0:23:49 lr: 0.002170 loss: 0.1843 (0.1951) loss_rec_all: 0.2108 (0.2209) loss_rec_sfr: 0.2669 (0.2861) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [12:28:32.445267] Epoch: [192] [1060/2904] eta: 0:23:33 lr: 0.002170 loss: 0.1851 (0.1952) loss_rec_all: 0.2110 (0.2211) loss_rec_sfr: 0.2717 (0.2866) loss_cl: -0.2788 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [12:28:47.361212] Epoch: [192] [1080/2904] eta: 0:23:17 lr: 0.002170 loss: 0.1860 (0.1953) loss_rec_all: 0.2122 (0.2212) loss_rec_sfr: 0.2717 (0.2869) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [12:29:02.275541] Epoch: [192] [1100/2904] eta: 0:23:01 lr: 0.002170 loss: 0.1872 (0.1952) loss_rec_all: 0.2133 (0.2211) loss_rec_sfr: 0.2598 (0.2867) loss_cl: -0.2794 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [12:29:17.188716] Epoch: [192] [1120/2904] eta: 0:22:45 lr: 0.002170 loss: 0.1851 (0.1953) loss_rec_all: 0.2114 (0.2212) loss_rec_sfr: 0.2736 (0.2870) loss_cl: -0.2794 (-0.2789) time: 0.7456 data: 0.0003 max mem: 29860 [12:29:32.106778] Epoch: [192] [1140/2904] eta: 0:22:29 lr: 0.002170 loss: 0.1876 (0.1954) loss_rec_all: 0.2134 (0.2213) loss_rec_sfr: 0.2762 (0.2874) loss_cl: -0.2784 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [12:29:47.021778] Epoch: [192] [1160/2904] eta: 0:22:14 lr: 0.002170 loss: 0.1889 (0.1955) loss_rec_all: 0.2151 (0.2214) loss_rec_sfr: 0.2757 (0.2876) loss_cl: -0.2784 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [12:30:01.936790] Epoch: [192] [1180/2904] eta: 0:21:58 lr: 0.002170 loss: 0.1833 (0.1955) loss_rec_all: 0.2094 (0.2214) loss_rec_sfr: 0.2601 (0.2876) loss_cl: -0.2784 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [12:30:16.858112] Epoch: [192] [1200/2904] eta: 0:21:42 lr: 0.002170 loss: 0.1911 (0.1957) loss_rec_all: 0.2172 (0.2216) loss_rec_sfr: 0.2688 (0.2880) loss_cl: -0.2791 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [12:30:31.768889] Epoch: [192] [1220/2904] eta: 0:21:26 lr: 0.002170 loss: 0.1892 (0.1959) loss_rec_all: 0.2148 (0.2217) loss_rec_sfr: 0.2893 (0.2887) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [12:30:46.683148] Epoch: [192] [1240/2904] eta: 0:21:10 lr: 0.002170 loss: 0.1842 (0.1959) loss_rec_all: 0.2100 (0.2218) loss_rec_sfr: 0.2781 (0.2890) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [12:31:01.595767] Epoch: [192] [1260/2904] eta: 0:20:55 lr: 0.002170 loss: 0.1854 (0.1959) loss_rec_all: 0.2117 (0.2218) loss_rec_sfr: 0.2665 (0.2890) loss_cl: -0.2793 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [12:31:16.516420] Epoch: [192] [1280/2904] eta: 0:20:39 lr: 0.002170 loss: 0.1858 (0.1960) loss_rec_all: 0.2118 (0.2218) loss_rec_sfr: 0.2843 (0.2892) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [12:31:31.434902] Epoch: [192] [1300/2904] eta: 0:20:23 lr: 0.002170 loss: 0.1901 (0.1962) loss_rec_all: 0.2162 (0.2221) loss_rec_sfr: 0.2782 (0.2899) loss_cl: -0.2784 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [12:31:46.350088] Epoch: [192] [1320/2904] eta: 0:20:07 lr: 0.002169 loss: 0.1825 (0.1962) loss_rec_all: 0.2085 (0.2221) loss_rec_sfr: 0.2789 (0.2900) loss_cl: -0.2778 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [12:32:01.260341] Epoch: [192] [1340/2904] eta: 0:19:52 lr: 0.002169 loss: 0.1895 (0.1963) loss_rec_all: 0.2152 (0.2221) loss_rec_sfr: 0.2750 (0.2902) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [12:32:16.174884] Epoch: [192] [1360/2904] eta: 0:19:36 lr: 0.002169 loss: 0.1865 (0.1963) loss_rec_all: 0.2121 (0.2221) loss_rec_sfr: 0.2655 (0.2904) loss_cl: -0.2778 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [12:32:31.092852] Epoch: [192] [1380/2904] eta: 0:19:21 lr: 0.002169 loss: 0.1811 (0.1962) loss_rec_all: 0.2068 (0.2220) loss_rec_sfr: 0.2671 (0.2900) loss_cl: -0.2770 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [12:32:46.003447] Epoch: [192] [1400/2904] eta: 0:19:05 lr: 0.002169 loss: 0.1847 (0.1962) loss_rec_all: 0.2108 (0.2220) loss_rec_sfr: 0.2803 (0.2902) loss_cl: -0.2783 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [12:33:00.917409] Epoch: [192] [1420/2904] eta: 0:18:49 lr: 0.002169 loss: 0.1891 (0.1962) loss_rec_all: 0.2150 (0.2220) loss_rec_sfr: 0.2531 (0.2900) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [12:33:15.840302] Epoch: [192] [1440/2904] eta: 0:18:34 lr: 0.002169 loss: 0.1831 (0.1961) loss_rec_all: 0.2091 (0.2219) loss_rec_sfr: 0.2670 (0.2897) loss_cl: -0.2793 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [12:33:30.763103] Epoch: [192] [1460/2904] eta: 0:18:18 lr: 0.002169 loss: 0.1860 (0.1961) loss_rec_all: 0.2118 (0.2219) loss_rec_sfr: 0.2801 (0.2898) loss_cl: -0.2787 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [12:33:45.683908] Epoch: [192] [1480/2904] eta: 0:18:03 lr: 0.002169 loss: 0.1948 (0.1963) loss_rec_all: 0.2209 (0.2221) loss_rec_sfr: 0.2839 (0.2905) loss_cl: -0.2781 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [12:34:00.605516] Epoch: [192] [1500/2904] eta: 0:17:47 lr: 0.002169 loss: 0.1850 (0.1962) loss_rec_all: 0.2110 (0.2221) loss_rec_sfr: 0.2636 (0.2902) loss_cl: -0.2793 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [12:34:15.525065] Epoch: [192] [1520/2904] eta: 0:17:32 lr: 0.002169 loss: 0.1848 (0.1963) loss_rec_all: 0.2109 (0.2221) loss_rec_sfr: 0.2711 (0.2903) loss_cl: -0.2798 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [12:34:30.438785] Epoch: [192] [1540/2904] eta: 0:17:16 lr: 0.002169 loss: 0.1852 (0.1962) loss_rec_all: 0.2113 (0.2220) loss_rec_sfr: 0.2602 (0.2900) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [12:34:45.356402] Epoch: [192] [1560/2904] eta: 0:17:01 lr: 0.002169 loss: 0.1865 (0.1963) loss_rec_all: 0.2123 (0.2221) loss_rec_sfr: 0.2713 (0.2902) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [12:35:00.272005] Epoch: [192] [1580/2904] eta: 0:16:46 lr: 0.002169 loss: 0.1818 (0.1962) loss_rec_all: 0.2079 (0.2220) loss_rec_sfr: 0.2668 (0.2900) loss_cl: -0.2779 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [12:35:15.188798] Epoch: [192] [1600/2904] eta: 0:16:30 lr: 0.002169 loss: 0.1871 (0.1961) loss_rec_all: 0.2134 (0.2220) loss_rec_sfr: 0.2782 (0.2899) loss_cl: -0.2783 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [12:35:30.101181] Epoch: [192] [1620/2904] eta: 0:16:15 lr: 0.002169 loss: 0.1871 (0.1962) loss_rec_all: 0.2133 (0.2220) loss_rec_sfr: 0.2830 (0.2901) loss_cl: -0.2793 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [12:35:45.017505] Epoch: [192] [1640/2904] eta: 0:15:59 lr: 0.002169 loss: 0.1891 (0.1962) loss_rec_all: 0.2150 (0.2220) loss_rec_sfr: 0.2647 (0.2898) loss_cl: -0.2794 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [12:35:59.930562] Epoch: [192] [1660/2904] eta: 0:15:44 lr: 0.002169 loss: 0.1862 (0.1961) loss_rec_all: 0.2121 (0.2220) loss_rec_sfr: 0.2705 (0.2896) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [12:36:14.842567] Epoch: [192] [1680/2904] eta: 0:15:29 lr: 0.002169 loss: 0.1820 (0.1960) loss_rec_all: 0.2078 (0.2218) loss_rec_sfr: 0.2382 (0.2892) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [12:36:29.754753] Epoch: [192] [1700/2904] eta: 0:15:13 lr: 0.002169 loss: 0.1888 (0.1961) loss_rec_all: 0.2150 (0.2219) loss_rec_sfr: 0.2705 (0.2896) loss_cl: -0.2777 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [12:36:44.667537] Epoch: [192] [1720/2904] eta: 0:14:58 lr: 0.002169 loss: 0.1858 (0.1961) loss_rec_all: 0.2115 (0.2219) loss_rec_sfr: 0.2800 (0.2896) loss_cl: -0.2781 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [12:36:59.588940] Epoch: [192] [1740/2904] eta: 0:14:42 lr: 0.002169 loss: 0.1858 (0.1960) loss_rec_all: 0.2118 (0.2219) loss_rec_sfr: 0.2655 (0.2895) loss_cl: -0.2795 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [12:37:14.540294] Epoch: [192] [1760/2904] eta: 0:14:27 lr: 0.002169 loss: 0.1882 (0.1961) loss_rec_all: 0.2142 (0.2219) loss_rec_sfr: 0.2683 (0.2896) loss_cl: -0.2794 (-0.2788) time: 0.7475 data: 0.0003 max mem: 29860 [12:37:29.510258] Epoch: [192] [1780/2904] eta: 0:14:12 lr: 0.002169 loss: 0.1859 (0.1960) loss_rec_all: 0.2117 (0.2219) loss_rec_sfr: 0.2649 (0.2894) loss_cl: -0.2783 (-0.2788) time: 0.7484 data: 0.0003 max mem: 29860 [12:37:44.484978] Epoch: [192] [1800/2904] eta: 0:13:57 lr: 0.002169 loss: 0.1852 (0.1961) loss_rec_all: 0.2112 (0.2219) loss_rec_sfr: 0.2625 (0.2896) loss_cl: -0.2784 (-0.2788) time: 0.7487 data: 0.0003 max mem: 29860 [12:37:59.450669] Epoch: [192] [1820/2904] eta: 0:13:41 lr: 0.002169 loss: 0.1893 (0.1961) loss_rec_all: 0.2156 (0.2220) loss_rec_sfr: 0.2775 (0.2896) loss_cl: -0.2790 (-0.2788) time: 0.7482 data: 0.0003 max mem: 29860 [12:38:14.420336] Epoch: [192] [1840/2904] eta: 0:13:26 lr: 0.002169 loss: 0.1818 (0.1961) loss_rec_all: 0.2081 (0.2219) loss_rec_sfr: 0.2616 (0.2894) loss_cl: -0.2789 (-0.2788) time: 0.7484 data: 0.0003 max mem: 29860 [12:38:29.339568] Epoch: [192] [1860/2904] eta: 0:13:11 lr: 0.002169 loss: 0.1954 (0.1963) loss_rec_all: 0.2214 (0.2221) loss_rec_sfr: 0.2916 (0.2900) loss_cl: -0.2777 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [12:38:44.250075] Epoch: [192] [1880/2904] eta: 0:12:55 lr: 0.002169 loss: 0.1866 (0.1963) loss_rec_all: 0.2125 (0.2222) loss_rec_sfr: 0.2728 (0.2902) loss_cl: -0.2782 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [12:38:59.174741] Epoch: [192] [1900/2904] eta: 0:12:40 lr: 0.002169 loss: 0.1847 (0.1963) loss_rec_all: 0.2108 (0.2222) loss_rec_sfr: 0.2722 (0.2903) loss_cl: -0.2789 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [12:39:14.085093] Epoch: [192] [1920/2904] eta: 0:12:25 lr: 0.002169 loss: 0.1853 (0.1963) loss_rec_all: 0.2113 (0.2222) loss_rec_sfr: 0.2427 (0.2900) loss_cl: -0.2791 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [12:39:29.000947] Epoch: [192] [1940/2904] eta: 0:12:10 lr: 0.002169 loss: 0.1840 (0.1963) loss_rec_all: 0.2099 (0.2222) loss_rec_sfr: 0.2581 (0.2900) loss_cl: -0.2796 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [12:39:43.907490] Epoch: [192] [1960/2904] eta: 0:11:54 lr: 0.002169 loss: 0.1863 (0.1964) loss_rec_all: 0.2122 (0.2222) loss_rec_sfr: 0.2823 (0.2902) loss_cl: -0.2792 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [12:39:58.817799] Epoch: [192] [1980/2904] eta: 0:11:39 lr: 0.002169 loss: 0.1869 (0.1963) loss_rec_all: 0.2133 (0.2222) loss_rec_sfr: 0.2461 (0.2901) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [12:40:13.732570] Epoch: [192] [2000/2904] eta: 0:11:24 lr: 0.002169 loss: 0.1887 (0.1964) loss_rec_all: 0.2146 (0.2222) loss_rec_sfr: 0.2723 (0.2903) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [12:40:28.648426] Epoch: [192] [2020/2904] eta: 0:11:09 lr: 0.002169 loss: 0.1872 (0.1964) loss_rec_all: 0.2133 (0.2222) loss_rec_sfr: 0.2604 (0.2901) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [12:40:43.557240] Epoch: [192] [2040/2904] eta: 0:10:53 lr: 0.002169 loss: 0.1834 (0.1963) loss_rec_all: 0.2093 (0.2222) loss_rec_sfr: 0.2700 (0.2900) loss_cl: -0.2787 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [12:40:58.471685] Epoch: [192] [2060/2904] eta: 0:10:38 lr: 0.002169 loss: 0.1877 (0.1963) loss_rec_all: 0.2136 (0.2222) loss_rec_sfr: 0.2708 (0.2900) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [12:41:13.379550] Epoch: [192] [2080/2904] eta: 0:10:23 lr: 0.002169 loss: 0.1811 (0.1962) loss_rec_all: 0.2075 (0.2221) loss_rec_sfr: 0.2646 (0.2897) loss_cl: -0.2789 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [12:41:28.287655] Epoch: [192] [2100/2904] eta: 0:10:08 lr: 0.002169 loss: 0.1861 (0.1962) loss_rec_all: 0.2122 (0.2221) loss_rec_sfr: 0.2706 (0.2896) loss_cl: -0.2790 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [12:41:43.199299] Epoch: [192] [2120/2904] eta: 0:09:52 lr: 0.002169 loss: 0.1870 (0.1963) loss_rec_all: 0.2132 (0.2221) loss_rec_sfr: 0.2736 (0.2898) loss_cl: -0.2791 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [12:41:58.116260] Epoch: [192] [2140/2904] eta: 0:09:37 lr: 0.002169 loss: 0.1885 (0.1963) loss_rec_all: 0.2145 (0.2221) loss_rec_sfr: 0.2688 (0.2898) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [12:42:13.029304] Epoch: [192] [2160/2904] eta: 0:09:22 lr: 0.002169 loss: 0.1855 (0.1962) loss_rec_all: 0.2114 (0.2220) loss_rec_sfr: 0.2666 (0.2895) loss_cl: -0.2784 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [12:42:27.942875] Epoch: [192] [2180/2904] eta: 0:09:07 lr: 0.002169 loss: 0.1863 (0.1962) loss_rec_all: 0.2125 (0.2220) loss_rec_sfr: 0.2635 (0.2895) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [12:42:42.862748] Epoch: [192] [2200/2904] eta: 0:08:52 lr: 0.002169 loss: 0.1830 (0.1962) loss_rec_all: 0.2089 (0.2220) loss_rec_sfr: 0.2530 (0.2894) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [12:42:57.775417] Epoch: [192] [2220/2904] eta: 0:08:37 lr: 0.002169 loss: 0.1840 (0.1962) loss_rec_all: 0.2102 (0.2220) loss_rec_sfr: 0.2752 (0.2894) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [12:43:12.695887] Epoch: [192] [2240/2904] eta: 0:08:21 lr: 0.002169 loss: 0.1833 (0.1961) loss_rec_all: 0.2095 (0.2220) loss_rec_sfr: 0.2654 (0.2892) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [12:43:27.616962] Epoch: [192] [2260/2904] eta: 0:08:06 lr: 0.002169 loss: 0.1832 (0.1961) loss_rec_all: 0.2091 (0.2219) loss_rec_sfr: 0.2741 (0.2891) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [12:43:42.535700] Epoch: [192] [2280/2904] eta: 0:07:51 lr: 0.002169 loss: 0.1867 (0.1961) loss_rec_all: 0.2126 (0.2219) loss_rec_sfr: 0.2769 (0.2893) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [12:43:57.457691] Epoch: [192] [2300/2904] eta: 0:07:36 lr: 0.002169 loss: 0.1852 (0.1961) loss_rec_all: 0.2115 (0.2219) loss_rec_sfr: 0.2752 (0.2893) loss_cl: -0.2791 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [12:44:12.379411] Epoch: [192] [2320/2904] eta: 0:07:21 lr: 0.002168 loss: 0.1851 (0.1961) loss_rec_all: 0.2113 (0.2219) loss_rec_sfr: 0.2707 (0.2893) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [12:44:27.296916] Epoch: [192] [2340/2904] eta: 0:07:06 lr: 0.002168 loss: 0.1855 (0.1960) loss_rec_all: 0.2118 (0.2219) loss_rec_sfr: 0.2689 (0.2891) loss_cl: -0.2796 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [12:44:42.218142] Epoch: [192] [2360/2904] eta: 0:06:50 lr: 0.002168 loss: 0.1849 (0.1960) loss_rec_all: 0.2109 (0.2218) loss_rec_sfr: 0.2711 (0.2888) loss_cl: -0.2795 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [12:44:57.142289] Epoch: [192] [2380/2904] eta: 0:06:35 lr: 0.002168 loss: 0.1845 (0.1959) loss_rec_all: 0.2109 (0.2218) loss_rec_sfr: 0.2389 (0.2886) loss_cl: -0.2790 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [12:45:12.071620] Epoch: [192] [2400/2904] eta: 0:06:20 lr: 0.002168 loss: 0.1840 (0.1959) loss_rec_all: 0.2098 (0.2218) loss_rec_sfr: 0.2780 (0.2887) loss_cl: -0.2793 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [12:45:27.009331] Epoch: [192] [2420/2904] eta: 0:06:05 lr: 0.002168 loss: 0.1895 (0.1959) loss_rec_all: 0.2155 (0.2218) loss_rec_sfr: 0.2821 (0.2888) loss_cl: -0.2791 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [12:45:41.929116] Epoch: [192] [2440/2904] eta: 0:05:50 lr: 0.002168 loss: 0.1866 (0.1959) loss_rec_all: 0.2124 (0.2218) loss_rec_sfr: 0.2695 (0.2887) loss_cl: -0.2778 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [12:45:56.841215] Epoch: [192] [2460/2904] eta: 0:05:35 lr: 0.002168 loss: 0.1854 (0.1959) loss_rec_all: 0.2117 (0.2218) loss_rec_sfr: 0.2819 (0.2888) loss_cl: -0.2800 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [12:46:11.762005] Epoch: [192] [2480/2904] eta: 0:05:20 lr: 0.002168 loss: 0.1831 (0.1959) loss_rec_all: 0.2090 (0.2218) loss_rec_sfr: 0.2515 (0.2887) loss_cl: -0.2797 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [12:46:26.683538] Epoch: [192] [2500/2904] eta: 0:05:04 lr: 0.002168 loss: 0.1901 (0.1960) loss_rec_all: 0.2160 (0.2218) loss_rec_sfr: 0.2912 (0.2890) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [12:46:41.605943] Epoch: [192] [2520/2904] eta: 0:04:49 lr: 0.002168 loss: 0.1870 (0.1960) loss_rec_all: 0.2132 (0.2218) loss_rec_sfr: 0.2715 (0.2890) loss_cl: -0.2778 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [12:46:56.529340] Epoch: [192] [2540/2904] eta: 0:04:34 lr: 0.002168 loss: 0.1852 (0.1959) loss_rec_all: 0.2110 (0.2218) loss_rec_sfr: 0.2688 (0.2888) loss_cl: -0.2787 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [12:47:11.453285] Epoch: [192] [2560/2904] eta: 0:04:19 lr: 0.002168 loss: 0.1851 (0.1959) loss_rec_all: 0.2113 (0.2218) loss_rec_sfr: 0.2737 (0.2889) loss_cl: -0.2788 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [12:47:26.371628] Epoch: [192] [2580/2904] eta: 0:04:04 lr: 0.002168 loss: 0.1851 (0.1959) loss_rec_all: 0.2111 (0.2217) loss_rec_sfr: 0.2656 (0.2886) loss_cl: -0.2796 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [12:47:41.284714] Epoch: [192] [2600/2904] eta: 0:03:49 lr: 0.002168 loss: 0.1905 (0.1959) loss_rec_all: 0.2169 (0.2217) loss_rec_sfr: 0.2620 (0.2887) loss_cl: -0.2799 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [12:47:56.204430] Epoch: [192] [2620/2904] eta: 0:03:34 lr: 0.002168 loss: 0.1921 (0.1959) loss_rec_all: 0.2181 (0.2218) loss_rec_sfr: 0.2691 (0.2888) loss_cl: -0.2784 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [12:48:11.121820] Epoch: [192] [2640/2904] eta: 0:03:19 lr: 0.002168 loss: 0.1857 (0.1959) loss_rec_all: 0.2115 (0.2218) loss_rec_sfr: 0.2736 (0.2889) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [12:48:26.038308] Epoch: [192] [2660/2904] eta: 0:03:04 lr: 0.002168 loss: 0.1894 (0.1960) loss_rec_all: 0.2152 (0.2218) loss_rec_sfr: 0.2690 (0.2888) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [12:48:40.953194] Epoch: [192] [2680/2904] eta: 0:02:48 lr: 0.002168 loss: 0.1890 (0.1960) loss_rec_all: 0.2149 (0.2218) loss_rec_sfr: 0.2853 (0.2889) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [12:48:55.865305] Epoch: [192] [2700/2904] eta: 0:02:33 lr: 0.002168 loss: 0.1851 (0.1959) loss_rec_all: 0.2116 (0.2218) loss_rec_sfr: 0.2647 (0.2888) loss_cl: -0.2784 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [12:49:10.779961] Epoch: [192] [2720/2904] eta: 0:02:18 lr: 0.002168 loss: 0.1884 (0.1960) loss_rec_all: 0.2146 (0.2218) loss_rec_sfr: 0.2794 (0.2889) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [12:49:25.696271] Epoch: [192] [2740/2904] eta: 0:02:03 lr: 0.002168 loss: 0.1862 (0.1960) loss_rec_all: 0.2121 (0.2218) loss_rec_sfr: 0.2707 (0.2889) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [12:49:40.611163] Epoch: [192] [2760/2904] eta: 0:01:48 lr: 0.002168 loss: 0.1866 (0.1960) loss_rec_all: 0.2130 (0.2219) loss_rec_sfr: 0.2730 (0.2890) loss_cl: -0.2783 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [12:49:55.529639] Epoch: [192] [2780/2904] eta: 0:01:33 lr: 0.002168 loss: 0.1900 (0.1960) loss_rec_all: 0.2159 (0.2219) loss_rec_sfr: 0.2828 (0.2892) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [12:50:10.442152] Epoch: [192] [2800/2904] eta: 0:01:18 lr: 0.002168 loss: 0.1861 (0.1960) loss_rec_all: 0.2125 (0.2219) loss_rec_sfr: 0.2789 (0.2891) loss_cl: -0.2793 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [12:50:25.359527] Epoch: [192] [2820/2904] eta: 0:01:03 lr: 0.002168 loss: 0.1841 (0.1959) loss_rec_all: 0.2101 (0.2218) loss_rec_sfr: 0.2321 (0.2889) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [12:50:40.326673] Epoch: [192] [2840/2904] eta: 0:00:48 lr: 0.002168 loss: 0.1841 (0.1959) loss_rec_all: 0.2105 (0.2218) loss_rec_sfr: 0.2768 (0.2889) loss_cl: -0.2784 (-0.2788) time: 0.7483 data: 0.0025 max mem: 29860 [12:50:55.229664] Epoch: [192] [2860/2904] eta: 0:00:33 lr: 0.002168 loss: 0.1883 (0.1960) loss_rec_all: 0.2143 (0.2218) loss_rec_sfr: 0.2752 (0.2890) loss_cl: -0.2785 (-0.2788) time: 0.7451 data: 0.0001 max mem: 29860 [12:51:10.132296] Epoch: [192] [2880/2904] eta: 0:00:18 lr: 0.002168 loss: 0.1864 (0.1960) loss_rec_all: 0.2127 (0.2218) loss_rec_sfr: 0.2722 (0.2890) loss_cl: -0.2794 (-0.2788) time: 0.7451 data: 0.0001 max mem: 29860 [12:51:25.036592] Epoch: [192] [2900/2904] eta: 0:00:03 lr: 0.002168 loss: 0.1876 (0.1959) loss_rec_all: 0.2136 (0.2218) loss_rec_sfr: 0.2686 (0.2889) loss_cl: -0.2791 (-0.2788) time: 0.7452 data: 0.0001 max mem: 29860 [12:51:27.280432] Epoch: [192] [2903/2904] eta: 0:00:00 lr: 0.002168 loss: 0.1859 (0.1959) loss_rec_all: 0.2118 (0.2218) loss_rec_sfr: 0.2686 (0.2889) loss_cl: -0.2793 (-0.2788) time: 0.7452 data: 0.0001 max mem: 29860 [12:51:29.340557] Epoch: [192] Total time: 0:36:30 (0.7543 s / it) [12:51:29.342839] Averaged stats: lr: 0.002168 loss: 0.1859 (0.1984) loss_rec_all: 0.2118 (0.2219) loss_rec_sfr: 0.2686 (0.2895) loss_cl: -0.2793 (-0.2556) [12:51:29.349713] log_dir: ./checkpoint/VF2_ViT-B [12:51:47.088385] Epoch: [193] [ 0/2904] eta: 14:18:12 lr: 0.002168 loss: 0.2344 (0.2344) loss_rec_all: 0.2593 (0.2593) loss_rec_sfr: 0.4356 (0.4356) loss_cl: -0.2792 (-0.2792) time: 17.7315 data: 13.8390 max mem: 29860 [12:52:03.512581] Epoch: [193] [ 20/2904] eta: 1:18:10 lr: 0.002168 loss: 0.1852 (0.1913) loss_rec_all: 0.2111 (0.2174) loss_rec_sfr: 0.2441 (0.2682) loss_cl: -0.2797 (-0.2796) time: 0.8211 data: 0.0457 max mem: 29860 [12:52:18.418097] Epoch: [193] [ 40/2904] eta: 0:57:06 lr: 0.002168 loss: 0.1848 (0.1894) loss_rec_all: 0.2109 (0.2155) loss_rec_sfr: 0.2667 (0.2659) loss_cl: -0.2794 (-0.2795) time: 0.7452 data: 0.0003 max mem: 29860 [12:52:33.352747] Epoch: [193] [ 60/2904] eta: 0:49:43 lr: 0.002168 loss: 0.1857 (0.1930) loss_rec_all: 0.2116 (0.2190) loss_rec_sfr: 0.2758 (0.2784) loss_cl: -0.2793 (-0.2793) time: 0.7467 data: 0.0004 max mem: 29860 [12:52:48.283274] Epoch: [193] [ 80/2904] eta: 0:45:51 lr: 0.002168 loss: 0.1861 (0.1935) loss_rec_all: 0.2123 (0.2194) loss_rec_sfr: 0.2662 (0.2802) loss_cl: -0.2784 (-0.2790) time: 0.7465 data: 0.0004 max mem: 29860 [12:53:03.274419] Epoch: [193] [ 100/2904] eta: 0:43:27 lr: 0.002168 loss: 0.1817 (0.1934) loss_rec_all: 0.2081 (0.2194) loss_rec_sfr: 0.2618 (0.2797) loss_cl: -0.2787 (-0.2789) time: 0.7495 data: 0.0003 max mem: 29860 [12:53:18.241684] Epoch: [193] [ 120/2904] eta: 0:41:45 lr: 0.002168 loss: 0.1881 (0.1950) loss_rec_all: 0.2140 (0.2209) loss_rec_sfr: 0.2634 (0.2831) loss_cl: -0.2796 (-0.2790) time: 0.7483 data: 0.0003 max mem: 29860 [12:53:33.194842] Epoch: [193] [ 140/2904] eta: 0:40:27 lr: 0.002168 loss: 0.1854 (0.1945) loss_rec_all: 0.2113 (0.2205) loss_rec_sfr: 0.2718 (0.2831) loss_cl: -0.2794 (-0.2790) time: 0.7476 data: 0.0005 max mem: 29860 [12:53:48.358223] Epoch: [193] [ 160/2904] eta: 0:39:28 lr: 0.002168 loss: 0.1837 (0.1945) loss_rec_all: 0.2098 (0.2204) loss_rec_sfr: 0.2679 (0.2833) loss_cl: -0.2789 (-0.2790) time: 0.7581 data: 0.0003 max mem: 29860 [12:54:03.323136] Epoch: [193] [ 180/2904] eta: 0:38:36 lr: 0.002168 loss: 0.1872 (0.1956) loss_rec_all: 0.2129 (0.2215) loss_rec_sfr: 0.2846 (0.2886) loss_cl: -0.2779 (-0.2788) time: 0.7482 data: 0.0005 max mem: 29860 [12:54:18.316647] Epoch: [193] [ 200/2904] eta: 0:37:52 lr: 0.002168 loss: 0.1860 (0.1954) loss_rec_all: 0.2118 (0.2212) loss_rec_sfr: 0.2747 (0.2873) loss_cl: -0.2787 (-0.2788) time: 0.7496 data: 0.0004 max mem: 29860 [12:54:33.312783] Epoch: [193] [ 220/2904] eta: 0:37:13 lr: 0.002168 loss: 0.1866 (0.1960) loss_rec_all: 0.2125 (0.2218) loss_rec_sfr: 0.2695 (0.2890) loss_cl: -0.2788 (-0.2788) time: 0.7497 data: 0.0005 max mem: 29860 [12:54:48.324515] Epoch: [193] [ 240/2904] eta: 0:36:39 lr: 0.002168 loss: 0.1867 (0.1965) loss_rec_all: 0.2128 (0.2224) loss_rec_sfr: 0.2852 (0.2919) loss_cl: -0.2787 (-0.2788) time: 0.7505 data: 0.0004 max mem: 29860 [12:55:03.339888] Epoch: [193] [ 260/2904] eta: 0:36:07 lr: 0.002168 loss: 0.1845 (0.1961) loss_rec_all: 0.2103 (0.2219) loss_rec_sfr: 0.2730 (0.2911) loss_cl: -0.2794 (-0.2788) time: 0.7507 data: 0.0003 max mem: 29860 [12:55:18.424138] Epoch: [193] [ 280/2904] eta: 0:35:38 lr: 0.002168 loss: 0.1843 (0.1960) loss_rec_all: 0.2106 (0.2218) loss_rec_sfr: 0.2706 (0.2912) loss_cl: -0.2789 (-0.2788) time: 0.7542 data: 0.0004 max mem: 29860 [12:55:33.409243] Epoch: [193] [ 300/2904] eta: 0:35:11 lr: 0.002168 loss: 0.1832 (0.1957) loss_rec_all: 0.2094 (0.2216) loss_rec_sfr: 0.2593 (0.2898) loss_cl: -0.2781 (-0.2788) time: 0.7492 data: 0.0004 max mem: 29860 [12:55:48.392708] Epoch: [193] [ 320/2904] eta: 0:34:45 lr: 0.002168 loss: 0.1894 (0.1960) loss_rec_all: 0.2156 (0.2219) loss_rec_sfr: 0.2653 (0.2903) loss_cl: -0.2796 (-0.2788) time: 0.7491 data: 0.0004 max mem: 29860 [12:56:03.332239] Epoch: [193] [ 340/2904] eta: 0:34:19 lr: 0.002168 loss: 0.1847 (0.1954) loss_rec_all: 0.2111 (0.2213) loss_rec_sfr: 0.2392 (0.2878) loss_cl: -0.2797 (-0.2789) time: 0.7469 data: 0.0004 max mem: 29860 [12:56:18.268790] Epoch: [193] [ 360/2904] eta: 0:33:55 lr: 0.002168 loss: 0.1876 (0.1954) loss_rec_all: 0.2140 (0.2212) loss_rec_sfr: 0.2660 (0.2877) loss_cl: -0.2794 (-0.2789) time: 0.7468 data: 0.0003 max mem: 29860 [12:56:33.190373] Epoch: [193] [ 380/2904] eta: 0:33:32 lr: 0.002168 loss: 0.1868 (0.1955) loss_rec_all: 0.2133 (0.2214) loss_rec_sfr: 0.2677 (0.2875) loss_cl: -0.2782 (-0.2789) time: 0.7460 data: 0.0003 max mem: 29860 [12:56:48.109930] Epoch: [193] [ 400/2904] eta: 0:33:10 lr: 0.002167 loss: 0.1839 (0.1953) loss_rec_all: 0.2103 (0.2211) loss_rec_sfr: 0.2382 (0.2863) loss_cl: -0.2782 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [12:57:03.027299] Epoch: [193] [ 420/2904] eta: 0:32:48 lr: 0.002167 loss: 0.1937 (0.1958) loss_rec_all: 0.2199 (0.2217) loss_rec_sfr: 0.2760 (0.2882) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [12:57:17.949508] Epoch: [193] [ 440/2904] eta: 0:32:27 lr: 0.002167 loss: 0.1903 (0.1961) loss_rec_all: 0.2161 (0.2220) loss_rec_sfr: 0.2687 (0.2888) loss_cl: -0.2789 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [12:57:32.872382] Epoch: [193] [ 460/2904] eta: 0:32:07 lr: 0.002167 loss: 0.1846 (0.1959) loss_rec_all: 0.2109 (0.2217) loss_rec_sfr: 0.2373 (0.2871) loss_cl: -0.2791 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [12:57:47.808882] Epoch: [193] [ 480/2904] eta: 0:31:47 lr: 0.002167 loss: 0.1876 (0.1960) loss_rec_all: 0.2136 (0.2219) loss_rec_sfr: 0.2711 (0.2878) loss_cl: -0.2787 (-0.2788) time: 0.7468 data: 0.0003 max mem: 29860 [12:58:02.742153] Epoch: [193] [ 500/2904] eta: 0:31:27 lr: 0.002167 loss: 0.1825 (0.1963) loss_rec_all: 0.2090 (0.2221) loss_rec_sfr: 0.2339 (0.2884) loss_cl: -0.2787 (-0.2788) time: 0.7466 data: 0.0003 max mem: 29860 [12:58:17.665749] Epoch: [193] [ 520/2904] eta: 0:31:08 lr: 0.002167 loss: 0.1847 (0.1962) loss_rec_all: 0.2107 (0.2221) loss_rec_sfr: 0.2729 (0.2884) loss_cl: -0.2785 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [12:58:32.587958] Epoch: [193] [ 540/2904] eta: 0:30:49 lr: 0.002167 loss: 0.1887 (0.1962) loss_rec_all: 0.2146 (0.2220) loss_rec_sfr: 0.2660 (0.2879) loss_cl: -0.2781 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [12:58:47.510767] Epoch: [193] [ 560/2904] eta: 0:30:30 lr: 0.002167 loss: 0.1876 (0.1961) loss_rec_all: 0.2135 (0.2220) loss_rec_sfr: 0.2674 (0.2876) loss_cl: -0.2797 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [12:59:02.434834] Epoch: [193] [ 580/2904] eta: 0:30:12 lr: 0.002167 loss: 0.1859 (0.1963) loss_rec_all: 0.2119 (0.2222) loss_rec_sfr: 0.2818 (0.2885) loss_cl: -0.2797 (-0.2788) time: 0.7461 data: 0.0004 max mem: 29860 [12:59:17.359263] Epoch: [193] [ 600/2904] eta: 0:29:53 lr: 0.002167 loss: 0.1837 (0.1961) loss_rec_all: 0.2104 (0.2220) loss_rec_sfr: 0.2724 (0.2880) loss_cl: -0.2791 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [12:59:32.275497] Epoch: [193] [ 620/2904] eta: 0:29:35 lr: 0.002167 loss: 0.1867 (0.1961) loss_rec_all: 0.2126 (0.2219) loss_rec_sfr: 0.2648 (0.2878) loss_cl: -0.2792 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [12:59:47.198795] Epoch: [193] [ 640/2904] eta: 0:29:18 lr: 0.002167 loss: 0.1848 (0.1960) loss_rec_all: 0.2107 (0.2219) loss_rec_sfr: 0.2345 (0.2874) loss_cl: -0.2785 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [13:00:02.118678] Epoch: [193] [ 660/2904] eta: 0:29:00 lr: 0.002167 loss: 0.1839 (0.1959) loss_rec_all: 0.2103 (0.2218) loss_rec_sfr: 0.2718 (0.2874) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [13:00:17.039502] Epoch: [193] [ 680/2904] eta: 0:28:43 lr: 0.002167 loss: 0.1853 (0.1959) loss_rec_all: 0.2113 (0.2218) loss_rec_sfr: 0.2657 (0.2873) loss_cl: -0.2783 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [13:00:31.957264] Epoch: [193] [ 700/2904] eta: 0:28:25 lr: 0.002167 loss: 0.1862 (0.1958) loss_rec_all: 0.2125 (0.2217) loss_rec_sfr: 0.2631 (0.2870) loss_cl: -0.2778 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [13:00:46.874881] Epoch: [193] [ 720/2904] eta: 0:28:08 lr: 0.002167 loss: 0.1857 (0.1959) loss_rec_all: 0.2115 (0.2217) loss_rec_sfr: 0.2703 (0.2871) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [13:01:01.793273] Epoch: [193] [ 740/2904] eta: 0:27:51 lr: 0.002167 loss: 0.1856 (0.1960) loss_rec_all: 0.2117 (0.2219) loss_rec_sfr: 0.2705 (0.2876) loss_cl: -0.2797 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [13:01:16.717282] Epoch: [193] [ 760/2904] eta: 0:27:34 lr: 0.002167 loss: 0.1832 (0.1959) loss_rec_all: 0.2096 (0.2218) loss_rec_sfr: 0.2679 (0.2872) loss_cl: -0.2793 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [13:01:31.647472] Epoch: [193] [ 780/2904] eta: 0:27:17 lr: 0.002167 loss: 0.1871 (0.1959) loss_rec_all: 0.2130 (0.2218) loss_rec_sfr: 0.2753 (0.2875) loss_cl: -0.2786 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [13:01:46.562103] Epoch: [193] [ 800/2904] eta: 0:27:01 lr: 0.002167 loss: 0.1858 (0.1961) loss_rec_all: 0.2118 (0.2219) loss_rec_sfr: 0.2805 (0.2883) loss_cl: -0.2780 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [13:02:01.473789] Epoch: [193] [ 820/2904] eta: 0:26:44 lr: 0.002167 loss: 0.1851 (0.1959) loss_rec_all: 0.2112 (0.2218) loss_rec_sfr: 0.2658 (0.2877) loss_cl: -0.2794 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [13:02:16.386225] Epoch: [193] [ 840/2904] eta: 0:26:27 lr: 0.002167 loss: 0.1857 (0.1959) loss_rec_all: 0.2118 (0.2218) loss_rec_sfr: 0.2820 (0.2882) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [13:02:31.302739] Epoch: [193] [ 860/2904] eta: 0:26:11 lr: 0.002167 loss: 0.1848 (0.1958) loss_rec_all: 0.2109 (0.2216) loss_rec_sfr: 0.2422 (0.2874) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [13:02:46.223419] Epoch: [193] [ 880/2904] eta: 0:25:54 lr: 0.002167 loss: 0.1851 (0.1957) loss_rec_all: 0.2110 (0.2216) loss_rec_sfr: 0.2753 (0.2876) loss_cl: -0.2783 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [13:03:01.136138] Epoch: [193] [ 900/2904] eta: 0:25:38 lr: 0.002167 loss: 0.1864 (0.1957) loss_rec_all: 0.2122 (0.2216) loss_rec_sfr: 0.2803 (0.2877) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [13:03:16.054041] Epoch: [193] [ 920/2904] eta: 0:25:22 lr: 0.002167 loss: 0.1837 (0.1957) loss_rec_all: 0.2097 (0.2216) loss_rec_sfr: 0.2748 (0.2879) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [13:03:30.971793] Epoch: [193] [ 940/2904] eta: 0:25:05 lr: 0.002167 loss: 0.1823 (0.1956) loss_rec_all: 0.2084 (0.2215) loss_rec_sfr: 0.2666 (0.2877) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [13:03:45.888908] Epoch: [193] [ 960/2904] eta: 0:24:49 lr: 0.002167 loss: 0.1924 (0.1958) loss_rec_all: 0.2182 (0.2216) loss_rec_sfr: 0.2766 (0.2882) loss_cl: -0.2778 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [13:04:00.813172] Epoch: [193] [ 980/2904] eta: 0:24:33 lr: 0.002167 loss: 0.1943 (0.1961) loss_rec_all: 0.2206 (0.2219) loss_rec_sfr: 0.2779 (0.2893) loss_cl: -0.2793 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [13:04:15.734542] Epoch: [193] [1000/2904] eta: 0:24:17 lr: 0.002167 loss: 0.1883 (0.1962) loss_rec_all: 0.2143 (0.2220) loss_rec_sfr: 0.2708 (0.2897) loss_cl: -0.2794 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [13:04:30.656707] Epoch: [193] [1020/2904] eta: 0:24:01 lr: 0.002167 loss: 0.1890 (0.1962) loss_rec_all: 0.2149 (0.2221) loss_rec_sfr: 0.2702 (0.2895) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [13:04:45.576720] Epoch: [193] [1040/2904] eta: 0:23:45 lr: 0.002167 loss: 0.1861 (0.1963) loss_rec_all: 0.2123 (0.2222) loss_rec_sfr: 0.2804 (0.2899) loss_cl: -0.2783 (-0.2788) time: 0.7460 data: 0.0004 max mem: 29860 [13:05:00.499678] Epoch: [193] [1060/2904] eta: 0:23:29 lr: 0.002167 loss: 0.1870 (0.1963) loss_rec_all: 0.2128 (0.2222) loss_rec_sfr: 0.2750 (0.2901) loss_cl: -0.2789 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [13:05:15.421472] Epoch: [193] [1080/2904] eta: 0:23:13 lr: 0.002167 loss: 0.1873 (0.1965) loss_rec_all: 0.2131 (0.2223) loss_rec_sfr: 0.2794 (0.2905) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [13:05:30.346954] Epoch: [193] [1100/2904] eta: 0:22:57 lr: 0.002167 loss: 0.1865 (0.1965) loss_rec_all: 0.2124 (0.2224) loss_rec_sfr: 0.2731 (0.2908) loss_cl: -0.2793 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [13:05:45.300040] Epoch: [193] [1120/2904] eta: 0:22:42 lr: 0.002167 loss: 0.1813 (0.1964) loss_rec_all: 0.2073 (0.2222) loss_rec_sfr: 0.2663 (0.2904) loss_cl: -0.2791 (-0.2788) time: 0.7476 data: 0.0002 max mem: 29860 [13:06:00.269652] Epoch: [193] [1140/2904] eta: 0:22:26 lr: 0.002167 loss: 0.1862 (0.1963) loss_rec_all: 0.2122 (0.2222) loss_rec_sfr: 0.2740 (0.2904) loss_cl: -0.2783 (-0.2788) time: 0.7484 data: 0.0003 max mem: 29860 [13:06:15.238501] Epoch: [193] [1160/2904] eta: 0:22:10 lr: 0.002167 loss: 0.1873 (0.1964) loss_rec_all: 0.2132 (0.2223) loss_rec_sfr: 0.2621 (0.2904) loss_cl: -0.2791 (-0.2788) time: 0.7484 data: 0.0004 max mem: 29860 [13:06:30.220916] Epoch: [193] [1180/2904] eta: 0:21:54 lr: 0.002167 loss: 0.1851 (0.1964) loss_rec_all: 0.2117 (0.2222) loss_rec_sfr: 0.2409 (0.2903) loss_cl: -0.2795 (-0.2788) time: 0.7490 data: 0.0003 max mem: 29860 [13:06:45.153133] Epoch: [193] [1200/2904] eta: 0:21:39 lr: 0.002167 loss: 0.1868 (0.1965) loss_rec_all: 0.2126 (0.2223) loss_rec_sfr: 0.2752 (0.2906) loss_cl: -0.2785 (-0.2788) time: 0.7466 data: 0.0004 max mem: 29860 [13:07:00.070779] Epoch: [193] [1220/2904] eta: 0:21:23 lr: 0.002167 loss: 0.1843 (0.1964) loss_rec_all: 0.2102 (0.2222) loss_rec_sfr: 0.2793 (0.2906) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [13:07:14.990340] Epoch: [193] [1240/2904] eta: 0:21:07 lr: 0.002167 loss: 0.1859 (0.1963) loss_rec_all: 0.2123 (0.2221) loss_rec_sfr: 0.2496 (0.2902) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [13:07:29.908794] Epoch: [193] [1260/2904] eta: 0:20:52 lr: 0.002167 loss: 0.1914 (0.1964) loss_rec_all: 0.2177 (0.2222) loss_rec_sfr: 0.2691 (0.2903) loss_cl: -0.2796 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [13:07:44.827720] Epoch: [193] [1280/2904] eta: 0:20:36 lr: 0.002167 loss: 0.1877 (0.1963) loss_rec_all: 0.2135 (0.2221) loss_rec_sfr: 0.2669 (0.2899) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [13:07:59.741899] Epoch: [193] [1300/2904] eta: 0:20:20 lr: 0.002167 loss: 0.1880 (0.1963) loss_rec_all: 0.2139 (0.2222) loss_rec_sfr: 0.2685 (0.2900) loss_cl: -0.2784 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [13:08:14.660483] Epoch: [193] [1320/2904] eta: 0:20:05 lr: 0.002167 loss: 0.1844 (0.1962) loss_rec_all: 0.2101 (0.2221) loss_rec_sfr: 0.2699 (0.2896) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [13:08:29.584047] Epoch: [193] [1340/2904] eta: 0:19:49 lr: 0.002167 loss: 0.1832 (0.1962) loss_rec_all: 0.2096 (0.2221) loss_rec_sfr: 0.2491 (0.2896) loss_cl: -0.2781 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [13:08:44.505399] Epoch: [193] [1360/2904] eta: 0:19:34 lr: 0.002167 loss: 0.1876 (0.1963) loss_rec_all: 0.2139 (0.2222) loss_rec_sfr: 0.2748 (0.2897) loss_cl: -0.2798 (-0.2788) time: 0.7460 data: 0.0004 max mem: 29860 [13:08:59.422501] Epoch: [193] [1380/2904] eta: 0:19:18 lr: 0.002167 loss: 0.1877 (0.1963) loss_rec_all: 0.2134 (0.2222) loss_rec_sfr: 0.2762 (0.2898) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [13:09:14.343225] Epoch: [193] [1400/2904] eta: 0:19:03 lr: 0.002166 loss: 0.1847 (0.1963) loss_rec_all: 0.2106 (0.2222) loss_rec_sfr: 0.2847 (0.2899) loss_cl: -0.2800 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [13:09:29.264119] Epoch: [193] [1420/2904] eta: 0:18:47 lr: 0.002166 loss: 0.1836 (0.1962) loss_rec_all: 0.2100 (0.2221) loss_rec_sfr: 0.2401 (0.2896) loss_cl: -0.2795 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [13:09:44.204519] Epoch: [193] [1440/2904] eta: 0:18:32 lr: 0.002166 loss: 0.1846 (0.1963) loss_rec_all: 0.2106 (0.2222) loss_rec_sfr: 0.2737 (0.2899) loss_cl: -0.2781 (-0.2788) time: 0.7470 data: 0.0002 max mem: 29860 [13:09:59.121884] Epoch: [193] [1460/2904] eta: 0:18:16 lr: 0.002166 loss: 0.1893 (0.1964) loss_rec_all: 0.2152 (0.2223) loss_rec_sfr: 0.2651 (0.2902) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [13:10:14.041881] Epoch: [193] [1480/2904] eta: 0:18:01 lr: 0.002166 loss: 0.1856 (0.1963) loss_rec_all: 0.2117 (0.2221) loss_rec_sfr: 0.2728 (0.2899) loss_cl: -0.2791 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [13:10:28.966469] Epoch: [193] [1500/2904] eta: 0:17:45 lr: 0.002166 loss: 0.1836 (0.1962) loss_rec_all: 0.2097 (0.2221) loss_rec_sfr: 0.2353 (0.2895) loss_cl: -0.2790 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [13:10:43.886505] Epoch: [193] [1520/2904] eta: 0:17:30 lr: 0.002166 loss: 0.1855 (0.1961) loss_rec_all: 0.2116 (0.2220) loss_rec_sfr: 0.2740 (0.2893) loss_cl: -0.2794 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [13:10:58.808727] Epoch: [193] [1540/2904] eta: 0:17:15 lr: 0.002166 loss: 0.1863 (0.1962) loss_rec_all: 0.2120 (0.2221) loss_rec_sfr: 0.2734 (0.2897) loss_cl: -0.2778 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [13:11:13.727061] Epoch: [193] [1560/2904] eta: 0:16:59 lr: 0.002166 loss: 0.1866 (0.1963) loss_rec_all: 0.2129 (0.2221) loss_rec_sfr: 0.2631 (0.2897) loss_cl: -0.2784 (-0.2788) time: 0.7459 data: 0.0004 max mem: 29860 [13:11:28.645132] Epoch: [193] [1580/2904] eta: 0:16:44 lr: 0.002166 loss: 0.1884 (0.1963) loss_rec_all: 0.2143 (0.2221) loss_rec_sfr: 0.2771 (0.2899) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [13:11:43.568275] Epoch: [193] [1600/2904] eta: 0:16:28 lr: 0.002166 loss: 0.1857 (0.1963) loss_rec_all: 0.2115 (0.2221) loss_rec_sfr: 0.2683 (0.2898) loss_cl: -0.2795 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [13:11:58.487592] Epoch: [193] [1620/2904] eta: 0:16:13 lr: 0.002166 loss: 0.1853 (0.1963) loss_rec_all: 0.2112 (0.2221) loss_rec_sfr: 0.2673 (0.2898) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0004 max mem: 29860 [13:12:13.408499] Epoch: [193] [1640/2904] eta: 0:15:58 lr: 0.002166 loss: 0.1828 (0.1962) loss_rec_all: 0.2090 (0.2220) loss_rec_sfr: 0.2650 (0.2896) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0004 max mem: 29860 [13:12:28.326141] Epoch: [193] [1660/2904] eta: 0:15:42 lr: 0.002166 loss: 0.1869 (0.1962) loss_rec_all: 0.2127 (0.2220) loss_rec_sfr: 0.2778 (0.2897) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0004 max mem: 29860 [13:12:43.249207] Epoch: [193] [1680/2904] eta: 0:15:27 lr: 0.002166 loss: 0.1970 (0.1963) loss_rec_all: 0.2228 (0.2221) loss_rec_sfr: 0.2666 (0.2899) loss_cl: -0.2784 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [13:12:58.174999] Epoch: [193] [1700/2904] eta: 0:15:12 lr: 0.002166 loss: 0.1868 (0.1963) loss_rec_all: 0.2130 (0.2221) loss_rec_sfr: 0.2582 (0.2897) loss_cl: -0.2786 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [13:13:13.102960] Epoch: [193] [1720/2904] eta: 0:14:56 lr: 0.002166 loss: 0.1861 (0.1962) loss_rec_all: 0.2119 (0.2220) loss_rec_sfr: 0.2678 (0.2895) loss_cl: -0.2790 (-0.2788) time: 0.7463 data: 0.0003 max mem: 29860 [13:13:28.024809] Epoch: [193] [1740/2904] eta: 0:14:41 lr: 0.002166 loss: 0.1839 (0.1962) loss_rec_all: 0.2100 (0.2220) loss_rec_sfr: 0.2671 (0.2894) loss_cl: -0.2794 (-0.2788) time: 0.7460 data: 0.0004 max mem: 29860 [13:13:42.947406] Epoch: [193] [1760/2904] eta: 0:14:26 lr: 0.002166 loss: 0.1837 (0.1961) loss_rec_all: 0.2097 (0.2219) loss_rec_sfr: 0.2649 (0.2891) loss_cl: -0.2794 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [13:13:57.868937] Epoch: [193] [1780/2904] eta: 0:14:10 lr: 0.002166 loss: 0.1820 (0.1960) loss_rec_all: 0.2082 (0.2218) loss_rec_sfr: 0.2749 (0.2889) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [13:14:12.791333] Epoch: [193] [1800/2904] eta: 0:13:55 lr: 0.002166 loss: 0.1857 (0.1960) loss_rec_all: 0.2119 (0.2218) loss_rec_sfr: 0.2347 (0.2888) loss_cl: -0.2787 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [13:14:27.713483] Epoch: [193] [1820/2904] eta: 0:13:40 lr: 0.002166 loss: 0.1845 (0.1959) loss_rec_all: 0.2105 (0.2218) loss_rec_sfr: 0.2657 (0.2887) loss_cl: -0.2789 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [13:14:42.637036] Epoch: [193] [1840/2904] eta: 0:13:25 lr: 0.002166 loss: 0.1839 (0.1960) loss_rec_all: 0.2105 (0.2218) loss_rec_sfr: 0.2773 (0.2888) loss_cl: -0.2799 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [13:14:57.557423] Epoch: [193] [1860/2904] eta: 0:13:09 lr: 0.002166 loss: 0.1873 (0.1959) loss_rec_all: 0.2136 (0.2218) loss_rec_sfr: 0.2712 (0.2885) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [13:15:12.479636] Epoch: [193] [1880/2904] eta: 0:12:54 lr: 0.002166 loss: 0.1851 (0.1959) loss_rec_all: 0.2108 (0.2218) loss_rec_sfr: 0.2744 (0.2886) loss_cl: -0.2789 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [13:15:27.396658] Epoch: [193] [1900/2904] eta: 0:12:39 lr: 0.002166 loss: 0.1851 (0.1959) loss_rec_all: 0.2112 (0.2218) loss_rec_sfr: 0.2785 (0.2886) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [13:15:42.324173] Epoch: [193] [1920/2904] eta: 0:12:24 lr: 0.002166 loss: 0.1882 (0.1959) loss_rec_all: 0.2142 (0.2218) loss_rec_sfr: 0.2726 (0.2886) loss_cl: -0.2789 (-0.2788) time: 0.7463 data: 0.0003 max mem: 29860 [13:15:57.245842] Epoch: [193] [1940/2904] eta: 0:12:08 lr: 0.002166 loss: 0.1854 (0.1960) loss_rec_all: 0.2119 (0.2218) loss_rec_sfr: 0.2757 (0.2888) loss_cl: -0.2792 (-0.2788) time: 0.7460 data: 0.0004 max mem: 29860 [13:16:12.166203] Epoch: [193] [1960/2904] eta: 0:11:53 lr: 0.002166 loss: 0.1864 (0.1960) loss_rec_all: 0.2129 (0.2219) loss_rec_sfr: 0.2776 (0.2889) loss_cl: -0.2791 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [13:16:27.085178] Epoch: [193] [1980/2904] eta: 0:11:38 lr: 0.002166 loss: 0.1890 (0.1961) loss_rec_all: 0.2149 (0.2219) loss_rec_sfr: 0.2836 (0.2891) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [13:16:42.010792] Epoch: [193] [2000/2904] eta: 0:11:23 lr: 0.002166 loss: 0.1858 (0.1961) loss_rec_all: 0.2120 (0.2219) loss_rec_sfr: 0.2819 (0.2892) loss_cl: -0.2795 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [13:16:56.932644] Epoch: [193] [2020/2904] eta: 0:11:08 lr: 0.002166 loss: 0.1834 (0.1960) loss_rec_all: 0.2095 (0.2219) loss_rec_sfr: 0.2638 (0.2890) loss_cl: -0.2776 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [13:17:11.852946] Epoch: [193] [2040/2904] eta: 0:10:52 lr: 0.002166 loss: 0.1825 (0.1960) loss_rec_all: 0.2084 (0.2218) loss_rec_sfr: 0.2741 (0.2890) loss_cl: -0.2778 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [13:17:26.773219] Epoch: [193] [2060/2904] eta: 0:10:37 lr: 0.002166 loss: 0.1847 (0.1959) loss_rec_all: 0.2105 (0.2218) loss_rec_sfr: 0.2667 (0.2887) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [13:17:41.694930] Epoch: [193] [2080/2904] eta: 0:10:22 lr: 0.002166 loss: 0.1845 (0.1958) loss_rec_all: 0.2109 (0.2217) loss_rec_sfr: 0.2665 (0.2884) loss_cl: -0.2801 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [13:17:56.615750] Epoch: [193] [2100/2904] eta: 0:10:07 lr: 0.002166 loss: 0.1864 (0.1957) loss_rec_all: 0.2128 (0.2216) loss_rec_sfr: 0.2758 (0.2882) loss_cl: -0.2798 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [13:18:11.534215] Epoch: [193] [2120/2904] eta: 0:09:52 lr: 0.002166 loss: 0.1844 (0.1957) loss_rec_all: 0.2109 (0.2216) loss_rec_sfr: 0.2818 (0.2882) loss_cl: -0.2794 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [13:18:26.460826] Epoch: [193] [2140/2904] eta: 0:09:37 lr: 0.002166 loss: 0.1854 (0.1958) loss_rec_all: 0.2112 (0.2216) loss_rec_sfr: 0.2860 (0.2884) loss_cl: -0.2789 (-0.2788) time: 0.7463 data: 0.0003 max mem: 29860 [13:18:41.379565] Epoch: [193] [2160/2904] eta: 0:09:21 lr: 0.002166 loss: 0.1825 (0.1957) loss_rec_all: 0.2091 (0.2216) loss_rec_sfr: 0.2560 (0.2882) loss_cl: -0.2801 (-0.2788) time: 0.7459 data: 0.0004 max mem: 29860 [13:18:56.299326] Epoch: [193] [2180/2904] eta: 0:09:06 lr: 0.002166 loss: 0.1827 (0.1956) loss_rec_all: 0.2088 (0.2215) loss_rec_sfr: 0.2653 (0.2879) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [13:19:11.221356] Epoch: [193] [2200/2904] eta: 0:08:51 lr: 0.002166 loss: 0.1954 (0.1957) loss_rec_all: 0.2215 (0.2216) loss_rec_sfr: 0.2811 (0.2883) loss_cl: -0.2783 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [13:19:26.139573] Epoch: [193] [2220/2904] eta: 0:08:36 lr: 0.002166 loss: 0.1837 (0.1957) loss_rec_all: 0.2100 (0.2216) loss_rec_sfr: 0.2667 (0.2882) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [13:19:41.056787] Epoch: [193] [2240/2904] eta: 0:08:21 lr: 0.002166 loss: 0.1862 (0.1957) loss_rec_all: 0.2125 (0.2216) loss_rec_sfr: 0.2687 (0.2883) loss_cl: -0.2800 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [13:19:55.980053] Epoch: [193] [2260/2904] eta: 0:08:06 lr: 0.002166 loss: 0.1861 (0.1958) loss_rec_all: 0.2121 (0.2217) loss_rec_sfr: 0.2877 (0.2887) loss_cl: -0.2782 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [13:20:10.907881] Epoch: [193] [2280/2904] eta: 0:07:50 lr: 0.002166 loss: 0.1866 (0.1958) loss_rec_all: 0.2124 (0.2217) loss_rec_sfr: 0.2759 (0.2887) loss_cl: -0.2779 (-0.2788) time: 0.7463 data: 0.0003 max mem: 29860 [13:20:25.837842] Epoch: [193] [2300/2904] eta: 0:07:35 lr: 0.002166 loss: 0.1872 (0.1958) loss_rec_all: 0.2136 (0.2217) loss_rec_sfr: 0.2743 (0.2886) loss_cl: -0.2786 (-0.2788) time: 0.7465 data: 0.0003 max mem: 29860 [13:20:40.771380] Epoch: [193] [2320/2904] eta: 0:07:20 lr: 0.002166 loss: 0.1878 (0.1958) loss_rec_all: 0.2137 (0.2217) loss_rec_sfr: 0.2744 (0.2886) loss_cl: -0.2790 (-0.2788) time: 0.7466 data: 0.0003 max mem: 29860 [13:20:55.710431] Epoch: [193] [2340/2904] eta: 0:07:05 lr: 0.002166 loss: 0.1858 (0.1958) loss_rec_all: 0.2117 (0.2217) loss_rec_sfr: 0.2763 (0.2886) loss_cl: -0.2794 (-0.2788) time: 0.7469 data: 0.0003 max mem: 29860 [13:21:10.629306] Epoch: [193] [2360/2904] eta: 0:06:50 lr: 0.002166 loss: 0.1848 (0.1958) loss_rec_all: 0.2111 (0.2217) loss_rec_sfr: 0.2328 (0.2885) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [13:21:25.600912] Epoch: [193] [2380/2904] eta: 0:06:35 lr: 0.002165 loss: 0.1914 (0.1959) loss_rec_all: 0.2174 (0.2218) loss_rec_sfr: 0.2802 (0.2887) loss_cl: -0.2784 (-0.2788) time: 0.7485 data: 0.0004 max mem: 29860 [13:21:40.563010] Epoch: [193] [2400/2904] eta: 0:06:20 lr: 0.002165 loss: 0.1892 (0.1959) loss_rec_all: 0.2152 (0.2217) loss_rec_sfr: 0.2612 (0.2886) loss_cl: -0.2795 (-0.2788) time: 0.7481 data: 0.0004 max mem: 29860 [13:21:55.563645] Epoch: [193] [2420/2904] eta: 0:06:05 lr: 0.002165 loss: 0.1914 (0.1959) loss_rec_all: 0.2173 (0.2217) loss_rec_sfr: 0.2686 (0.2885) loss_cl: -0.2799 (-0.2788) time: 0.7500 data: 0.0004 max mem: 29860 [13:22:10.539404] Epoch: [193] [2440/2904] eta: 0:05:49 lr: 0.002165 loss: 0.1875 (0.1959) loss_rec_all: 0.2133 (0.2217) loss_rec_sfr: 0.2757 (0.2885) loss_cl: -0.2786 (-0.2788) time: 0.7487 data: 0.0004 max mem: 29860 [13:22:25.538633] Epoch: [193] [2460/2904] eta: 0:05:34 lr: 0.002165 loss: 0.1931 (0.1960) loss_rec_all: 0.2192 (0.2218) loss_rec_sfr: 0.2659 (0.2888) loss_cl: -0.2778 (-0.2788) time: 0.7499 data: 0.0004 max mem: 29860 [13:22:40.531438] Epoch: [193] [2480/2904] eta: 0:05:19 lr: 0.002165 loss: 0.1833 (0.1959) loss_rec_all: 0.2096 (0.2218) loss_rec_sfr: 0.2439 (0.2886) loss_cl: -0.2791 (-0.2788) time: 0.7496 data: 0.0003 max mem: 29860 [13:22:55.525562] Epoch: [193] [2500/2904] eta: 0:05:04 lr: 0.002165 loss: 0.1835 (0.1959) loss_rec_all: 0.2096 (0.2218) loss_rec_sfr: 0.2459 (0.2884) loss_cl: -0.2781 (-0.2788) time: 0.7497 data: 0.0004 max mem: 29860 [13:23:10.534583] Epoch: [193] [2520/2904] eta: 0:04:49 lr: 0.002165 loss: 0.1843 (0.1959) loss_rec_all: 0.2105 (0.2218) loss_rec_sfr: 0.2583 (0.2884) loss_cl: -0.2779 (-0.2788) time: 0.7504 data: 0.0004 max mem: 29860 [13:23:25.528072] Epoch: [193] [2540/2904] eta: 0:04:34 lr: 0.002165 loss: 0.1864 (0.1958) loss_rec_all: 0.2123 (0.2217) loss_rec_sfr: 0.2656 (0.2881) loss_cl: -0.2792 (-0.2788) time: 0.7496 data: 0.0003 max mem: 29860 [13:23:40.521498] Epoch: [193] [2560/2904] eta: 0:04:19 lr: 0.002165 loss: 0.1879 (0.1959) loss_rec_all: 0.2142 (0.2217) loss_rec_sfr: 0.2812 (0.2883) loss_cl: -0.2796 (-0.2788) time: 0.7496 data: 0.0003 max mem: 29860 [13:23:55.501155] Epoch: [193] [2580/2904] eta: 0:04:04 lr: 0.002165 loss: 0.1856 (0.1958) loss_rec_all: 0.2115 (0.2217) loss_rec_sfr: 0.2664 (0.2882) loss_cl: -0.2791 (-0.2788) time: 0.7489 data: 0.0003 max mem: 29860 [13:24:10.502342] Epoch: [193] [2600/2904] eta: 0:03:49 lr: 0.002165 loss: 0.1851 (0.1958) loss_rec_all: 0.2113 (0.2217) loss_rec_sfr: 0.2462 (0.2881) loss_cl: -0.2788 (-0.2788) time: 0.7500 data: 0.0003 max mem: 29860 [13:24:25.485422] Epoch: [193] [2620/2904] eta: 0:03:34 lr: 0.002165 loss: 0.1875 (0.1959) loss_rec_all: 0.2139 (0.2217) loss_rec_sfr: 0.2825 (0.2883) loss_cl: -0.2786 (-0.2788) time: 0.7491 data: 0.0003 max mem: 29860 [13:24:40.492608] Epoch: [193] [2640/2904] eta: 0:03:19 lr: 0.002165 loss: 0.1891 (0.1959) loss_rec_all: 0.2148 (0.2217) loss_rec_sfr: 0.2733 (0.2882) loss_cl: -0.2785 (-0.2788) time: 0.7503 data: 0.0004 max mem: 29860 [13:24:55.460474] Epoch: [193] [2660/2904] eta: 0:03:03 lr: 0.002165 loss: 0.1831 (0.1959) loss_rec_all: 0.2091 (0.2217) loss_rec_sfr: 0.2608 (0.2881) loss_cl: -0.2791 (-0.2788) time: 0.7484 data: 0.0004 max mem: 29860 [13:25:10.423520] Epoch: [193] [2680/2904] eta: 0:02:48 lr: 0.002165 loss: 0.1881 (0.1959) loss_rec_all: 0.2147 (0.2217) loss_rec_sfr: 0.2716 (0.2881) loss_cl: -0.2796 (-0.2788) time: 0.7481 data: 0.0004 max mem: 29860 [13:25:25.372195] Epoch: [193] [2700/2904] eta: 0:02:33 lr: 0.002165 loss: 0.1843 (0.1959) loss_rec_all: 0.2103 (0.2217) loss_rec_sfr: 0.2729 (0.2883) loss_cl: -0.2787 (-0.2788) time: 0.7474 data: 0.0003 max mem: 29860 [13:25:40.312539] Epoch: [193] [2720/2904] eta: 0:02:18 lr: 0.002165 loss: 0.1904 (0.1959) loss_rec_all: 0.2161 (0.2218) loss_rec_sfr: 0.2702 (0.2884) loss_cl: -0.2780 (-0.2788) time: 0.7470 data: 0.0002 max mem: 29860 [13:25:55.254461] Epoch: [193] [2740/2904] eta: 0:02:03 lr: 0.002165 loss: 0.1847 (0.1960) loss_rec_all: 0.2107 (0.2218) loss_rec_sfr: 0.2738 (0.2885) loss_cl: -0.2782 (-0.2788) time: 0.7471 data: 0.0002 max mem: 29860 [13:26:10.179543] Epoch: [193] [2760/2904] eta: 0:01:48 lr: 0.002165 loss: 0.1857 (0.1960) loss_rec_all: 0.2117 (0.2218) loss_rec_sfr: 0.2731 (0.2886) loss_cl: -0.2797 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [13:26:25.100191] Epoch: [193] [2780/2904] eta: 0:01:33 lr: 0.002165 loss: 0.1831 (0.1959) loss_rec_all: 0.2095 (0.2218) loss_rec_sfr: 0.2519 (0.2884) loss_cl: -0.2791 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [13:26:40.021365] Epoch: [193] [2800/2904] eta: 0:01:18 lr: 0.002165 loss: 0.1868 (0.1959) loss_rec_all: 0.2127 (0.2218) loss_rec_sfr: 0.2807 (0.2886) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [13:26:54.944383] Epoch: [193] [2820/2904] eta: 0:01:03 lr: 0.002165 loss: 0.1908 (0.1960) loss_rec_all: 0.2166 (0.2218) loss_rec_sfr: 0.2732 (0.2886) loss_cl: -0.2785 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [13:27:09.940817] Epoch: [193] [2840/2904] eta: 0:00:48 lr: 0.002165 loss: 0.1856 (0.1959) loss_rec_all: 0.2114 (0.2218) loss_rec_sfr: 0.2771 (0.2884) loss_cl: -0.2792 (-0.2788) time: 0.7498 data: 0.0029 max mem: 29860 [13:27:24.842308] Epoch: [193] [2860/2904] eta: 0:00:33 lr: 0.002165 loss: 0.1848 (0.1959) loss_rec_all: 0.2112 (0.2218) loss_rec_sfr: 0.2680 (0.2884) loss_cl: -0.2787 (-0.2788) time: 0.7450 data: 0.0001 max mem: 29860 [13:27:39.749044] Epoch: [193] [2880/2904] eta: 0:00:18 lr: 0.002165 loss: 0.1822 (0.1959) loss_rec_all: 0.2084 (0.2218) loss_rec_sfr: 0.2667 (0.2883) loss_cl: -0.2790 (-0.2788) time: 0.7453 data: 0.0001 max mem: 29860 [13:27:54.649947] Epoch: [193] [2900/2904] eta: 0:00:03 lr: 0.002165 loss: 0.1881 (0.1959) loss_rec_all: 0.2140 (0.2218) loss_rec_sfr: 0.2819 (0.2884) loss_cl: -0.2787 (-0.2788) time: 0.7450 data: 0.0001 max mem: 29860 [13:27:56.891885] Epoch: [193] [2903/2904] eta: 0:00:00 lr: 0.002165 loss: 0.1862 (0.1959) loss_rec_all: 0.2121 (0.2218) loss_rec_sfr: 0.2802 (0.2884) loss_cl: -0.2788 (-0.2788) time: 0.7450 data: 0.0001 max mem: 29860 [13:27:59.602487] Epoch: [193] Total time: 0:36:30 (0.7542 s / it) [13:27:59.603851] Averaged stats: lr: 0.002165 loss: 0.1862 (0.1983) loss_rec_all: 0.2121 (0.2218) loss_rec_sfr: 0.2802 (0.2889) loss_cl: -0.2788 (-0.2555) [13:27:59.610126] log_dir: ./checkpoint/VF2_ViT-B [13:28:19.914555] Epoch: [194] [ 0/2904] eta: 16:22:40 lr: 0.002165 loss: 0.1977 (0.1977) loss_rec_all: 0.2237 (0.2237) loss_rec_sfr: 0.2705 (0.2705) loss_cl: -0.2782 (-0.2782) time: 20.3032 data: 12.2470 max mem: 29860 [13:28:36.320124] Epoch: [194] [ 20/2904] eta: 1:24:01 lr: 0.002165 loss: 0.1871 (0.1993) loss_rec_all: 0.2132 (0.2251) loss_rec_sfr: 0.2679 (0.2997) loss_cl: -0.2795 (-0.2795) time: 0.8202 data: 0.0667 max mem: 29860 [13:28:51.250202] Epoch: [194] [ 40/2904] eta: 1:00:06 lr: 0.002165 loss: 0.1847 (0.1935) loss_rec_all: 0.2106 (0.2195) loss_rec_sfr: 0.2632 (0.2810) loss_cl: -0.2796 (-0.2795) time: 0.7464 data: 0.0003 max mem: 29860 [13:29:06.203957] Epoch: [194] [ 60/2904] eta: 0:51:44 lr: 0.002165 loss: 0.1887 (0.1956) loss_rec_all: 0.2144 (0.2215) loss_rec_sfr: 0.2389 (0.2837) loss_cl: -0.2788 (-0.2793) time: 0.7476 data: 0.0003 max mem: 29860 [13:29:21.168158] Epoch: [194] [ 80/2904] eta: 0:47:23 lr: 0.002165 loss: 0.1835 (0.1947) loss_rec_all: 0.2098 (0.2207) loss_rec_sfr: 0.2667 (0.2830) loss_cl: -0.2790 (-0.2791) time: 0.7481 data: 0.0002 max mem: 29860 [13:29:36.126679] Epoch: [194] [ 100/2904] eta: 0:44:39 lr: 0.002165 loss: 0.1862 (0.1950) loss_rec_all: 0.2125 (0.2209) loss_rec_sfr: 0.2728 (0.2845) loss_cl: -0.2789 (-0.2791) time: 0.7479 data: 0.0003 max mem: 29860 [13:29:51.081945] Epoch: [194] [ 120/2904] eta: 0:42:44 lr: 0.002165 loss: 0.1892 (0.1955) loss_rec_all: 0.2151 (0.2214) loss_rec_sfr: 0.2794 (0.2865) loss_cl: -0.2787 (-0.2790) time: 0.7477 data: 0.0002 max mem: 29860 [13:30:06.057467] Epoch: [194] [ 140/2904] eta: 0:41:18 lr: 0.002165 loss: 0.1883 (0.1952) loss_rec_all: 0.2148 (0.2211) loss_rec_sfr: 0.2679 (0.2852) loss_cl: -0.2788 (-0.2790) time: 0.7487 data: 0.0002 max mem: 29860 [13:30:21.014548] Epoch: [194] [ 160/2904] eta: 0:40:09 lr: 0.002165 loss: 0.1864 (0.1946) loss_rec_all: 0.2125 (0.2205) loss_rec_sfr: 0.2729 (0.2835) loss_cl: -0.2789 (-0.2790) time: 0.7478 data: 0.0002 max mem: 29860 [13:30:35.968830] Epoch: [194] [ 180/2904] eta: 0:39:12 lr: 0.002165 loss: 0.1837 (0.1938) loss_rec_all: 0.2099 (0.2197) loss_rec_sfr: 0.2325 (0.2800) loss_cl: -0.2786 (-0.2789) time: 0.7477 data: 0.0002 max mem: 29860 [13:30:50.932991] Epoch: [194] [ 200/2904] eta: 0:38:24 lr: 0.002165 loss: 0.1842 (0.1936) loss_rec_all: 0.2099 (0.2195) loss_rec_sfr: 0.2788 (0.2801) loss_cl: -0.2788 (-0.2788) time: 0.7482 data: 0.0002 max mem: 29860 [13:31:05.884222] Epoch: [194] [ 220/2904] eta: 0:37:42 lr: 0.002165 loss: 0.1821 (0.1928) loss_rec_all: 0.2083 (0.2187) loss_rec_sfr: 0.2724 (0.2784) loss_cl: -0.2789 (-0.2789) time: 0.7475 data: 0.0002 max mem: 29860 [13:31:20.837659] Epoch: [194] [ 240/2904] eta: 0:37:04 lr: 0.002165 loss: 0.1836 (0.1932) loss_rec_all: 0.2098 (0.2191) loss_rec_sfr: 0.2735 (0.2798) loss_cl: -0.2794 (-0.2789) time: 0.7476 data: 0.0002 max mem: 29860 [13:31:35.791466] Epoch: [194] [ 260/2904] eta: 0:36:29 lr: 0.002165 loss: 0.1842 (0.1936) loss_rec_all: 0.2105 (0.2196) loss_rec_sfr: 0.2682 (0.2810) loss_cl: -0.2788 (-0.2789) time: 0.7476 data: 0.0002 max mem: 29860 [13:31:50.773650] Epoch: [194] [ 280/2904] eta: 0:35:58 lr: 0.002165 loss: 0.1869 (0.1935) loss_rec_all: 0.2127 (0.2195) loss_rec_sfr: 0.2750 (0.2811) loss_cl: -0.2791 (-0.2789) time: 0.7491 data: 0.0002 max mem: 29860 [13:32:05.711025] Epoch: [194] [ 300/2904] eta: 0:35:28 lr: 0.002165 loss: 0.1857 (0.1935) loss_rec_all: 0.2117 (0.2195) loss_rec_sfr: 0.2666 (0.2812) loss_cl: -0.2792 (-0.2789) time: 0.7468 data: 0.0002 max mem: 29860 [13:32:20.806279] Epoch: [194] [ 320/2904] eta: 0:35:02 lr: 0.002165 loss: 0.1855 (0.1934) loss_rec_all: 0.2116 (0.2193) loss_rec_sfr: 0.2745 (0.2808) loss_cl: -0.2786 (-0.2789) time: 0.7547 data: 0.0002 max mem: 29860 [13:32:35.733760] Epoch: [194] [ 340/2904] eta: 0:34:36 lr: 0.002165 loss: 0.1874 (0.1935) loss_rec_all: 0.2135 (0.2194) loss_rec_sfr: 0.2749 (0.2813) loss_cl: -0.2783 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [13:32:50.654157] Epoch: [194] [ 360/2904] eta: 0:34:10 lr: 0.002165 loss: 0.1845 (0.1936) loss_rec_all: 0.2106 (0.2196) loss_rec_sfr: 0.2752 (0.2818) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [13:33:05.576298] Epoch: [194] [ 380/2904] eta: 0:33:46 lr: 0.002165 loss: 0.1852 (0.1939) loss_rec_all: 0.2114 (0.2198) loss_rec_sfr: 0.2452 (0.2824) loss_cl: -0.2795 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [13:33:20.499366] Epoch: [194] [ 400/2904] eta: 0:33:23 lr: 0.002165 loss: 0.1851 (0.1937) loss_rec_all: 0.2111 (0.2197) loss_rec_sfr: 0.2740 (0.2819) loss_cl: -0.2802 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [13:33:35.422017] Epoch: [194] [ 420/2904] eta: 0:33:01 lr: 0.002165 loss: 0.1866 (0.1941) loss_rec_all: 0.2126 (0.2200) loss_rec_sfr: 0.2702 (0.2831) loss_cl: -0.2782 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [13:33:50.351421] Epoch: [194] [ 440/2904] eta: 0:32:39 lr: 0.002165 loss: 0.1883 (0.1943) loss_rec_all: 0.2145 (0.2202) loss_rec_sfr: 0.2858 (0.2839) loss_cl: -0.2780 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [13:34:05.274854] Epoch: [194] [ 460/2904] eta: 0:32:18 lr: 0.002164 loss: 0.1842 (0.1945) loss_rec_all: 0.2106 (0.2204) loss_rec_sfr: 0.2678 (0.2842) loss_cl: -0.2782 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [13:34:20.193180] Epoch: [194] [ 480/2904] eta: 0:31:57 lr: 0.002164 loss: 0.1877 (0.1944) loss_rec_all: 0.2136 (0.2203) loss_rec_sfr: 0.2654 (0.2835) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [13:34:35.115933] Epoch: [194] [ 500/2904] eta: 0:31:37 lr: 0.002164 loss: 0.1853 (0.1944) loss_rec_all: 0.2112 (0.2203) loss_rec_sfr: 0.2751 (0.2841) loss_cl: -0.2794 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [13:34:50.039732] Epoch: [194] [ 520/2904] eta: 0:31:17 lr: 0.002164 loss: 0.1841 (0.1942) loss_rec_all: 0.2100 (0.2201) loss_rec_sfr: 0.2670 (0.2832) loss_cl: -0.2793 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [13:35:04.962062] Epoch: [194] [ 540/2904] eta: 0:30:58 lr: 0.002164 loss: 0.1873 (0.1943) loss_rec_all: 0.2131 (0.2202) loss_rec_sfr: 0.2682 (0.2833) loss_cl: -0.2787 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [13:35:19.882068] Epoch: [194] [ 560/2904] eta: 0:30:39 lr: 0.002164 loss: 0.1950 (0.1950) loss_rec_all: 0.2208 (0.2209) loss_rec_sfr: 0.2919 (0.2858) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [13:35:34.804329] Epoch: [194] [ 580/2904] eta: 0:30:20 lr: 0.002164 loss: 0.1875 (0.1948) loss_rec_all: 0.2136 (0.2207) loss_rec_sfr: 0.2609 (0.2849) loss_cl: -0.2790 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [13:35:49.728978] Epoch: [194] [ 600/2904] eta: 0:30:02 lr: 0.002164 loss: 0.1866 (0.1947) loss_rec_all: 0.2124 (0.2206) loss_rec_sfr: 0.2631 (0.2846) loss_cl: -0.2780 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [13:36:04.647443] Epoch: [194] [ 620/2904] eta: 0:29:43 lr: 0.002164 loss: 0.1815 (0.1948) loss_rec_all: 0.2078 (0.2207) loss_rec_sfr: 0.2627 (0.2847) loss_cl: -0.2778 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [13:36:19.561578] Epoch: [194] [ 640/2904] eta: 0:29:25 lr: 0.002164 loss: 0.1901 (0.1949) loss_rec_all: 0.2166 (0.2208) loss_rec_sfr: 0.2775 (0.2853) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [13:36:34.479450] Epoch: [194] [ 660/2904] eta: 0:29:07 lr: 0.002164 loss: 0.1895 (0.1951) loss_rec_all: 0.2158 (0.2209) loss_rec_sfr: 0.2697 (0.2856) loss_cl: -0.2795 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [13:36:49.394699] Epoch: [194] [ 680/2904] eta: 0:28:50 lr: 0.002164 loss: 0.1831 (0.1950) loss_rec_all: 0.2092 (0.2208) loss_rec_sfr: 0.2739 (0.2854) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [13:37:04.315247] Epoch: [194] [ 700/2904] eta: 0:28:32 lr: 0.002164 loss: 0.1901 (0.1953) loss_rec_all: 0.2161 (0.2211) loss_rec_sfr: 0.2823 (0.2865) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [13:37:19.233455] Epoch: [194] [ 720/2904] eta: 0:28:15 lr: 0.002164 loss: 0.1857 (0.1952) loss_rec_all: 0.2119 (0.2211) loss_rec_sfr: 0.2657 (0.2862) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [13:37:34.157375] Epoch: [194] [ 740/2904] eta: 0:27:57 lr: 0.002164 loss: 0.1894 (0.1954) loss_rec_all: 0.2151 (0.2213) loss_rec_sfr: 0.2694 (0.2868) loss_cl: -0.2786 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [13:37:49.075616] Epoch: [194] [ 760/2904] eta: 0:27:40 lr: 0.002164 loss: 0.1858 (0.1957) loss_rec_all: 0.2120 (0.2216) loss_rec_sfr: 0.2753 (0.2880) loss_cl: -0.2783 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [13:38:03.997364] Epoch: [194] [ 780/2904] eta: 0:27:23 lr: 0.002164 loss: 0.1899 (0.1959) loss_rec_all: 0.2157 (0.2218) loss_rec_sfr: 0.2758 (0.2887) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [13:38:18.926110] Epoch: [194] [ 800/2904] eta: 0:27:06 lr: 0.002164 loss: 0.1847 (0.1959) loss_rec_all: 0.2107 (0.2217) loss_rec_sfr: 0.2428 (0.2884) loss_cl: -0.2791 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [13:38:33.867001] Epoch: [194] [ 820/2904] eta: 0:26:49 lr: 0.002164 loss: 0.1881 (0.1959) loss_rec_all: 0.2137 (0.2217) loss_rec_sfr: 0.2708 (0.2885) loss_cl: -0.2785 (-0.2788) time: 0.7470 data: 0.0002 max mem: 29860 [13:38:48.791176] Epoch: [194] [ 840/2904] eta: 0:26:33 lr: 0.002164 loss: 0.1946 (0.1964) loss_rec_all: 0.2204 (0.2222) loss_rec_sfr: 0.2991 (0.2902) loss_cl: -0.2787 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [13:39:03.717729] Epoch: [194] [ 860/2904] eta: 0:26:16 lr: 0.002164 loss: 0.1838 (0.1964) loss_rec_all: 0.2098 (0.2222) loss_rec_sfr: 0.2750 (0.2905) loss_cl: -0.2785 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [13:39:18.641331] Epoch: [194] [ 880/2904] eta: 0:25:59 lr: 0.002164 loss: 0.1879 (0.1966) loss_rec_all: 0.2138 (0.2224) loss_rec_sfr: 0.2691 (0.2909) loss_cl: -0.2791 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [13:39:33.568313] Epoch: [194] [ 900/2904] eta: 0:25:43 lr: 0.002164 loss: 0.1866 (0.1967) loss_rec_all: 0.2124 (0.2225) loss_rec_sfr: 0.2818 (0.2916) loss_cl: -0.2774 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [13:39:48.491276] Epoch: [194] [ 920/2904] eta: 0:25:26 lr: 0.002164 loss: 0.1807 (0.1965) loss_rec_all: 0.2065 (0.2224) loss_rec_sfr: 0.2279 (0.2909) loss_cl: -0.2774 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [13:40:03.412973] Epoch: [194] [ 940/2904] eta: 0:25:10 lr: 0.002164 loss: 0.1859 (0.1966) loss_rec_all: 0.2116 (0.2224) loss_rec_sfr: 0.2804 (0.2912) loss_cl: -0.2785 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [13:40:18.330307] Epoch: [194] [ 960/2904] eta: 0:24:54 lr: 0.002164 loss: 0.1851 (0.1965) loss_rec_all: 0.2115 (0.2224) loss_rec_sfr: 0.2775 (0.2912) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [13:40:33.249681] Epoch: [194] [ 980/2904] eta: 0:24:38 lr: 0.002164 loss: 0.1842 (0.1964) loss_rec_all: 0.2102 (0.2222) loss_rec_sfr: 0.2403 (0.2905) loss_cl: -0.2795 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [13:40:48.167067] Epoch: [194] [1000/2904] eta: 0:24:21 lr: 0.002164 loss: 0.1886 (0.1966) loss_rec_all: 0.2149 (0.2225) loss_rec_sfr: 0.2628 (0.2912) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [13:41:03.084318] Epoch: [194] [1020/2904] eta: 0:24:05 lr: 0.002164 loss: 0.1819 (0.1966) loss_rec_all: 0.2081 (0.2224) loss_rec_sfr: 0.2589 (0.2911) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [13:41:18.005915] Epoch: [194] [1040/2904] eta: 0:23:49 lr: 0.002164 loss: 0.1856 (0.1967) loss_rec_all: 0.2116 (0.2225) loss_rec_sfr: 0.2787 (0.2915) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [13:41:32.924761] Epoch: [194] [1060/2904] eta: 0:23:33 lr: 0.002164 loss: 0.1872 (0.1969) loss_rec_all: 0.2130 (0.2228) loss_rec_sfr: 0.2918 (0.2924) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [13:41:47.840963] Epoch: [194] [1080/2904] eta: 0:23:17 lr: 0.002164 loss: 0.1882 (0.1969) loss_rec_all: 0.2137 (0.2227) loss_rec_sfr: 0.2788 (0.2925) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [13:42:02.754341] Epoch: [194] [1100/2904] eta: 0:23:01 lr: 0.002164 loss: 0.1866 (0.1969) loss_rec_all: 0.2126 (0.2227) loss_rec_sfr: 0.2670 (0.2924) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [13:42:17.675133] Epoch: [194] [1120/2904] eta: 0:22:45 lr: 0.002164 loss: 0.1862 (0.1969) loss_rec_all: 0.2119 (0.2227) loss_rec_sfr: 0.2628 (0.2923) loss_cl: -0.2778 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [13:42:32.595394] Epoch: [194] [1140/2904] eta: 0:22:29 lr: 0.002164 loss: 0.1866 (0.1968) loss_rec_all: 0.2126 (0.2227) loss_rec_sfr: 0.2645 (0.2922) loss_cl: -0.2786 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [13:42:47.517092] Epoch: [194] [1160/2904] eta: 0:22:13 lr: 0.002164 loss: 0.1834 (0.1967) loss_rec_all: 0.2096 (0.2226) loss_rec_sfr: 0.2549 (0.2917) loss_cl: -0.2792 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [13:43:02.433945] Epoch: [194] [1180/2904] eta: 0:21:57 lr: 0.002164 loss: 0.1850 (0.1967) loss_rec_all: 0.2112 (0.2225) loss_rec_sfr: 0.2674 (0.2914) loss_cl: -0.2794 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [13:43:17.351403] Epoch: [194] [1200/2904] eta: 0:21:42 lr: 0.002164 loss: 0.1880 (0.1967) loss_rec_all: 0.2139 (0.2225) loss_rec_sfr: 0.2661 (0.2915) loss_cl: -0.2785 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [13:43:32.272126] Epoch: [194] [1220/2904] eta: 0:21:26 lr: 0.002164 loss: 0.1868 (0.1967) loss_rec_all: 0.2128 (0.2225) loss_rec_sfr: 0.2689 (0.2913) loss_cl: -0.2768 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [13:43:47.193160] Epoch: [194] [1240/2904] eta: 0:21:10 lr: 0.002164 loss: 0.1826 (0.1966) loss_rec_all: 0.2085 (0.2224) loss_rec_sfr: 0.2312 (0.2908) loss_cl: -0.2796 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [13:44:02.120743] Epoch: [194] [1260/2904] eta: 0:20:54 lr: 0.002164 loss: 0.1841 (0.1966) loss_rec_all: 0.2106 (0.2224) loss_rec_sfr: 0.2408 (0.2907) loss_cl: -0.2798 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [13:44:17.051180] Epoch: [194] [1280/2904] eta: 0:20:39 lr: 0.002164 loss: 0.1865 (0.1967) loss_rec_all: 0.2129 (0.2225) loss_rec_sfr: 0.2735 (0.2910) loss_cl: -0.2783 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [13:44:31.973049] Epoch: [194] [1300/2904] eta: 0:20:23 lr: 0.002164 loss: 0.1837 (0.1966) loss_rec_all: 0.2099 (0.2224) loss_rec_sfr: 0.2698 (0.2908) loss_cl: -0.2790 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [13:44:46.897058] Epoch: [194] [1320/2904] eta: 0:20:07 lr: 0.002164 loss: 0.1849 (0.1965) loss_rec_all: 0.2106 (0.2223) loss_rec_sfr: 0.2640 (0.2905) loss_cl: -0.2791 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [13:45:01.829377] Epoch: [194] [1340/2904] eta: 0:19:52 lr: 0.002164 loss: 0.1868 (0.1965) loss_rec_all: 0.2129 (0.2223) loss_rec_sfr: 0.2707 (0.2905) loss_cl: -0.2793 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [13:45:16.760006] Epoch: [194] [1360/2904] eta: 0:19:36 lr: 0.002164 loss: 0.1858 (0.1964) loss_rec_all: 0.2118 (0.2222) loss_rec_sfr: 0.2717 (0.2903) loss_cl: -0.2787 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [13:45:31.686570] Epoch: [194] [1380/2904] eta: 0:19:20 lr: 0.002164 loss: 0.1919 (0.1965) loss_rec_all: 0.2179 (0.2224) loss_rec_sfr: 0.2824 (0.2907) loss_cl: -0.2782 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [13:45:46.611690] Epoch: [194] [1400/2904] eta: 0:19:05 lr: 0.002164 loss: 0.1853 (0.1965) loss_rec_all: 0.2112 (0.2224) loss_rec_sfr: 0.2695 (0.2907) loss_cl: -0.2779 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [13:46:01.539428] Epoch: [194] [1420/2904] eta: 0:18:49 lr: 0.002164 loss: 0.1915 (0.1967) loss_rec_all: 0.2174 (0.2225) loss_rec_sfr: 0.2799 (0.2913) loss_cl: -0.2790 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [13:46:16.462658] Epoch: [194] [1440/2904] eta: 0:18:34 lr: 0.002163 loss: 0.1885 (0.1968) loss_rec_all: 0.2148 (0.2226) loss_rec_sfr: 0.2817 (0.2917) loss_cl: -0.2779 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [13:46:31.384628] Epoch: [194] [1460/2904] eta: 0:18:18 lr: 0.002163 loss: 0.1865 (0.1967) loss_rec_all: 0.2121 (0.2225) loss_rec_sfr: 0.2727 (0.2915) loss_cl: -0.2780 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [13:46:46.314257] Epoch: [194] [1480/2904] eta: 0:18:03 lr: 0.002163 loss: 0.1885 (0.1967) loss_rec_all: 0.2146 (0.2225) loss_rec_sfr: 0.2700 (0.2914) loss_cl: -0.2793 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [13:47:01.234478] Epoch: [194] [1500/2904] eta: 0:17:47 lr: 0.002163 loss: 0.1829 (0.1966) loss_rec_all: 0.2095 (0.2225) loss_rec_sfr: 0.2652 (0.2911) loss_cl: -0.2798 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [13:47:16.163887] Epoch: [194] [1520/2904] eta: 0:17:32 lr: 0.002163 loss: 0.1855 (0.1966) loss_rec_all: 0.2119 (0.2224) loss_rec_sfr: 0.2692 (0.2909) loss_cl: -0.2795 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [13:47:31.096392] Epoch: [194] [1540/2904] eta: 0:17:16 lr: 0.002163 loss: 0.1826 (0.1965) loss_rec_all: 0.2091 (0.2224) loss_rec_sfr: 0.2424 (0.2906) loss_cl: -0.2792 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [13:47:46.021272] Epoch: [194] [1560/2904] eta: 0:17:01 lr: 0.002163 loss: 0.1876 (0.1966) loss_rec_all: 0.2137 (0.2224) loss_rec_sfr: 0.2701 (0.2908) loss_cl: -0.2784 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [13:48:00.949097] Epoch: [194] [1580/2904] eta: 0:16:45 lr: 0.002163 loss: 0.1879 (0.1966) loss_rec_all: 0.2139 (0.2224) loss_rec_sfr: 0.2828 (0.2908) loss_cl: -0.2779 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [13:48:15.883257] Epoch: [194] [1600/2904] eta: 0:16:30 lr: 0.002163 loss: 0.1876 (0.1965) loss_rec_all: 0.2134 (0.2223) loss_rec_sfr: 0.2436 (0.2905) loss_cl: -0.2787 (-0.2787) time: 0.7467 data: 0.0002 max mem: 29860 [13:48:30.805897] Epoch: [194] [1620/2904] eta: 0:16:15 lr: 0.002163 loss: 0.1864 (0.1964) loss_rec_all: 0.2129 (0.2223) loss_rec_sfr: 0.2670 (0.2903) loss_cl: -0.2798 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [13:48:45.729662] Epoch: [194] [1640/2904] eta: 0:15:59 lr: 0.002163 loss: 0.1818 (0.1964) loss_rec_all: 0.2080 (0.2222) loss_rec_sfr: 0.2314 (0.2899) loss_cl: -0.2781 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [13:49:00.652482] Epoch: [194] [1660/2904] eta: 0:15:44 lr: 0.002163 loss: 0.1870 (0.1965) loss_rec_all: 0.2130 (0.2223) loss_rec_sfr: 0.2689 (0.2902) loss_cl: -0.2787 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [13:49:15.571559] Epoch: [194] [1680/2904] eta: 0:15:29 lr: 0.002163 loss: 0.1829 (0.1964) loss_rec_all: 0.2090 (0.2222) loss_rec_sfr: 0.2679 (0.2900) loss_cl: -0.2794 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [13:49:30.487638] Epoch: [194] [1700/2904] eta: 0:15:13 lr: 0.002163 loss: 0.1858 (0.1964) loss_rec_all: 0.2118 (0.2222) loss_rec_sfr: 0.2662 (0.2900) loss_cl: -0.2788 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [13:49:45.405730] Epoch: [194] [1720/2904] eta: 0:14:58 lr: 0.002163 loss: 0.1826 (0.1963) loss_rec_all: 0.2089 (0.2221) loss_rec_sfr: 0.2649 (0.2898) loss_cl: -0.2784 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [13:50:00.338888] Epoch: [194] [1740/2904] eta: 0:14:42 lr: 0.002163 loss: 0.1833 (0.1962) loss_rec_all: 0.2097 (0.2221) loss_rec_sfr: 0.2663 (0.2894) loss_cl: -0.2789 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [13:50:15.258736] Epoch: [194] [1760/2904] eta: 0:14:27 lr: 0.002163 loss: 0.1865 (0.1961) loss_rec_all: 0.2125 (0.2220) loss_rec_sfr: 0.2773 (0.2893) loss_cl: -0.2793 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [13:50:30.179087] Epoch: [194] [1780/2904] eta: 0:14:12 lr: 0.002163 loss: 0.1851 (0.1961) loss_rec_all: 0.2110 (0.2219) loss_rec_sfr: 0.2537 (0.2890) loss_cl: -0.2799 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [13:50:45.104210] Epoch: [194] [1800/2904] eta: 0:13:56 lr: 0.002163 loss: 0.1858 (0.1961) loss_rec_all: 0.2120 (0.2219) loss_rec_sfr: 0.2694 (0.2890) loss_cl: -0.2789 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [13:51:00.027908] Epoch: [194] [1820/2904] eta: 0:13:41 lr: 0.002163 loss: 0.1881 (0.1962) loss_rec_all: 0.2142 (0.2220) loss_rec_sfr: 0.2823 (0.2894) loss_cl: -0.2784 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [13:51:14.950463] Epoch: [194] [1840/2904] eta: 0:13:26 lr: 0.002163 loss: 0.1903 (0.1962) loss_rec_all: 0.2164 (0.2221) loss_rec_sfr: 0.2721 (0.2895) loss_cl: -0.2787 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [13:51:29.873684] Epoch: [194] [1860/2904] eta: 0:13:11 lr: 0.002163 loss: 0.1866 (0.1963) loss_rec_all: 0.2125 (0.2221) loss_rec_sfr: 0.2618 (0.2896) loss_cl: -0.2800 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [13:51:44.791344] Epoch: [194] [1880/2904] eta: 0:12:55 lr: 0.002163 loss: 0.1849 (0.1963) loss_rec_all: 0.2113 (0.2222) loss_rec_sfr: 0.2635 (0.2898) loss_cl: -0.2790 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [13:51:59.712985] Epoch: [194] [1900/2904] eta: 0:12:40 lr: 0.002163 loss: 0.1857 (0.1963) loss_rec_all: 0.2117 (0.2221) loss_rec_sfr: 0.2604 (0.2896) loss_cl: -0.2783 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [13:52:14.632411] Epoch: [194] [1920/2904] eta: 0:12:25 lr: 0.002163 loss: 0.1895 (0.1963) loss_rec_all: 0.2152 (0.2221) loss_rec_sfr: 0.2640 (0.2895) loss_cl: -0.2786 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [13:52:29.561928] Epoch: [194] [1940/2904] eta: 0:12:10 lr: 0.002163 loss: 0.1856 (0.1963) loss_rec_all: 0.2116 (0.2222) loss_rec_sfr: 0.2718 (0.2898) loss_cl: -0.2793 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [13:52:44.487273] Epoch: [194] [1960/2904] eta: 0:11:54 lr: 0.002163 loss: 0.1904 (0.1964) loss_rec_all: 0.2167 (0.2223) loss_rec_sfr: 0.2599 (0.2900) loss_cl: -0.2783 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [13:52:59.410330] Epoch: [194] [1980/2904] eta: 0:11:39 lr: 0.002163 loss: 0.1857 (0.1964) loss_rec_all: 0.2120 (0.2222) loss_rec_sfr: 0.2364 (0.2898) loss_cl: -0.2784 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [13:53:14.329853] Epoch: [194] [2000/2904] eta: 0:11:24 lr: 0.002163 loss: 0.1834 (0.1963) loss_rec_all: 0.2099 (0.2222) loss_rec_sfr: 0.2621 (0.2897) loss_cl: -0.2793 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [13:53:29.255830] Epoch: [194] [2020/2904] eta: 0:11:09 lr: 0.002163 loss: 0.1873 (0.1963) loss_rec_all: 0.2133 (0.2222) loss_rec_sfr: 0.2621 (0.2896) loss_cl: -0.2793 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [13:53:44.180096] Epoch: [194] [2040/2904] eta: 0:10:53 lr: 0.002163 loss: 0.1830 (0.1963) loss_rec_all: 0.2092 (0.2222) loss_rec_sfr: 0.2663 (0.2895) loss_cl: -0.2786 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [13:53:59.105655] Epoch: [194] [2060/2904] eta: 0:10:38 lr: 0.002163 loss: 0.1878 (0.1963) loss_rec_all: 0.2137 (0.2222) loss_rec_sfr: 0.2814 (0.2897) loss_cl: -0.2792 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [13:54:14.031228] Epoch: [194] [2080/2904] eta: 0:10:23 lr: 0.002163 loss: 0.1837 (0.1963) loss_rec_all: 0.2095 (0.2221) loss_rec_sfr: 0.2770 (0.2897) loss_cl: -0.2789 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [13:54:28.966294] Epoch: [194] [2100/2904] eta: 0:10:08 lr: 0.002163 loss: 0.1877 (0.1963) loss_rec_all: 0.2139 (0.2221) loss_rec_sfr: 0.2682 (0.2897) loss_cl: -0.2787 (-0.2787) time: 0.7467 data: 0.0002 max mem: 29860 [13:54:43.903466] Epoch: [194] [2120/2904] eta: 0:09:52 lr: 0.002163 loss: 0.1856 (0.1962) loss_rec_all: 0.2120 (0.2221) loss_rec_sfr: 0.2521 (0.2894) loss_cl: -0.2788 (-0.2787) time: 0.7468 data: 0.0002 max mem: 29860 [13:54:58.825818] Epoch: [194] [2140/2904] eta: 0:09:37 lr: 0.002163 loss: 0.1842 (0.1962) loss_rec_all: 0.2104 (0.2221) loss_rec_sfr: 0.2692 (0.2894) loss_cl: -0.2785 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [13:55:13.745139] Epoch: [194] [2160/2904] eta: 0:09:22 lr: 0.002163 loss: 0.1868 (0.1963) loss_rec_all: 0.2128 (0.2222) loss_rec_sfr: 0.2718 (0.2897) loss_cl: -0.2791 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [13:55:28.663900] Epoch: [194] [2180/2904] eta: 0:09:07 lr: 0.002163 loss: 0.1835 (0.1963) loss_rec_all: 0.2093 (0.2221) loss_rec_sfr: 0.2851 (0.2897) loss_cl: -0.2792 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [13:55:43.589526] Epoch: [194] [2200/2904] eta: 0:08:52 lr: 0.002163 loss: 0.1837 (0.1963) loss_rec_all: 0.2099 (0.2221) loss_rec_sfr: 0.2716 (0.2896) loss_cl: -0.2788 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [13:55:58.519659] Epoch: [194] [2220/2904] eta: 0:08:37 lr: 0.002163 loss: 0.1869 (0.1963) loss_rec_all: 0.2129 (0.2222) loss_rec_sfr: 0.2725 (0.2898) loss_cl: -0.2789 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [13:56:13.446462] Epoch: [194] [2240/2904] eta: 0:08:21 lr: 0.002163 loss: 0.1867 (0.1963) loss_rec_all: 0.2127 (0.2222) loss_rec_sfr: 0.2735 (0.2898) loss_cl: -0.2797 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [13:56:28.365787] Epoch: [194] [2260/2904] eta: 0:08:06 lr: 0.002163 loss: 0.1825 (0.1962) loss_rec_all: 0.2090 (0.2221) loss_rec_sfr: 0.2608 (0.2894) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [13:56:43.290669] Epoch: [194] [2280/2904] eta: 0:07:51 lr: 0.002163 loss: 0.1874 (0.1962) loss_rec_all: 0.2136 (0.2221) loss_rec_sfr: 0.2708 (0.2895) loss_cl: -0.2783 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [13:56:58.217634] Epoch: [194] [2300/2904] eta: 0:07:36 lr: 0.002163 loss: 0.1826 (0.1962) loss_rec_all: 0.2088 (0.2220) loss_rec_sfr: 0.2682 (0.2894) loss_cl: -0.2787 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [13:57:13.137847] Epoch: [194] [2320/2904] eta: 0:07:21 lr: 0.002163 loss: 0.1854 (0.1962) loss_rec_all: 0.2118 (0.2221) loss_rec_sfr: 0.2669 (0.2895) loss_cl: -0.2796 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [13:57:28.058562] Epoch: [194] [2340/2904] eta: 0:07:06 lr: 0.002163 loss: 0.1843 (0.1962) loss_rec_all: 0.2106 (0.2220) loss_rec_sfr: 0.2656 (0.2893) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [13:57:42.976866] Epoch: [194] [2360/2904] eta: 0:06:50 lr: 0.002163 loss: 0.1852 (0.1961) loss_rec_all: 0.2112 (0.2220) loss_rec_sfr: 0.2742 (0.2891) loss_cl: -0.2779 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [13:57:57.896675] Epoch: [194] [2380/2904] eta: 0:06:35 lr: 0.002163 loss: 0.1875 (0.1962) loss_rec_all: 0.2133 (0.2220) loss_rec_sfr: 0.2825 (0.2894) loss_cl: -0.2791 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [13:58:12.820158] Epoch: [194] [2400/2904] eta: 0:06:20 lr: 0.002163 loss: 0.1931 (0.1963) loss_rec_all: 0.2193 (0.2221) loss_rec_sfr: 0.2789 (0.2897) loss_cl: -0.2788 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [13:58:27.739477] Epoch: [194] [2420/2904] eta: 0:06:05 lr: 0.002162 loss: 0.1851 (0.1962) loss_rec_all: 0.2115 (0.2220) loss_rec_sfr: 0.2610 (0.2894) loss_cl: -0.2795 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [13:58:42.658098] Epoch: [194] [2440/2904] eta: 0:05:50 lr: 0.002162 loss: 0.1852 (0.1962) loss_rec_all: 0.2112 (0.2220) loss_rec_sfr: 0.2782 (0.2895) loss_cl: -0.2788 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [13:58:57.573058] Epoch: [194] [2460/2904] eta: 0:05:35 lr: 0.002162 loss: 0.1860 (0.1962) loss_rec_all: 0.2119 (0.2220) loss_rec_sfr: 0.2681 (0.2894) loss_cl: -0.2785 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [13:59:12.486084] Epoch: [194] [2480/2904] eta: 0:05:20 lr: 0.002162 loss: 0.1810 (0.1961) loss_rec_all: 0.2072 (0.2220) loss_rec_sfr: 0.2351 (0.2892) loss_cl: -0.2789 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [13:59:27.401360] Epoch: [194] [2500/2904] eta: 0:05:04 lr: 0.002162 loss: 0.1877 (0.1961) loss_rec_all: 0.2141 (0.2220) loss_rec_sfr: 0.2651 (0.2892) loss_cl: -0.2799 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [13:59:42.317376] Epoch: [194] [2520/2904] eta: 0:04:49 lr: 0.002162 loss: 0.1859 (0.1961) loss_rec_all: 0.2121 (0.2219) loss_rec_sfr: 0.2702 (0.2890) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [13:59:57.234604] Epoch: [194] [2540/2904] eta: 0:04:34 lr: 0.002162 loss: 0.1878 (0.1961) loss_rec_all: 0.2137 (0.2220) loss_rec_sfr: 0.2741 (0.2891) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [14:00:12.159636] Epoch: [194] [2560/2904] eta: 0:04:19 lr: 0.002162 loss: 0.1914 (0.1962) loss_rec_all: 0.2169 (0.2220) loss_rec_sfr: 0.2900 (0.2894) loss_cl: -0.2787 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [14:00:27.085625] Epoch: [194] [2580/2904] eta: 0:04:04 lr: 0.002162 loss: 0.1861 (0.1962) loss_rec_all: 0.2121 (0.2221) loss_rec_sfr: 0.2753 (0.2895) loss_cl: -0.2788 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [14:00:42.009262] Epoch: [194] [2600/2904] eta: 0:03:49 lr: 0.002162 loss: 0.1850 (0.1962) loss_rec_all: 0.2109 (0.2221) loss_rec_sfr: 0.2764 (0.2896) loss_cl: -0.2794 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [14:00:56.939506] Epoch: [194] [2620/2904] eta: 0:03:34 lr: 0.002162 loss: 0.1850 (0.1962) loss_rec_all: 0.2106 (0.2221) loss_rec_sfr: 0.2445 (0.2896) loss_cl: -0.2787 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [14:01:11.857334] Epoch: [194] [2640/2904] eta: 0:03:19 lr: 0.002162 loss: 0.1887 (0.1962) loss_rec_all: 0.2147 (0.2221) loss_rec_sfr: 0.2633 (0.2896) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [14:01:26.778309] Epoch: [194] [2660/2904] eta: 0:03:04 lr: 0.002162 loss: 0.1838 (0.1962) loss_rec_all: 0.2098 (0.2221) loss_rec_sfr: 0.2693 (0.2896) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [14:01:41.712952] Epoch: [194] [2680/2904] eta: 0:02:48 lr: 0.002162 loss: 0.1872 (0.1963) loss_rec_all: 0.2130 (0.2221) loss_rec_sfr: 0.2718 (0.2896) loss_cl: -0.2777 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [14:01:56.638429] Epoch: [194] [2700/2904] eta: 0:02:33 lr: 0.002162 loss: 0.1833 (0.1962) loss_rec_all: 0.2095 (0.2221) loss_rec_sfr: 0.2354 (0.2894) loss_cl: -0.2790 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [14:02:11.563665] Epoch: [194] [2720/2904] eta: 0:02:18 lr: 0.002162 loss: 0.1858 (0.1962) loss_rec_all: 0.2118 (0.2221) loss_rec_sfr: 0.2696 (0.2894) loss_cl: -0.2794 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [14:02:26.494410] Epoch: [194] [2740/2904] eta: 0:02:03 lr: 0.002162 loss: 0.1902 (0.1963) loss_rec_all: 0.2160 (0.2222) loss_rec_sfr: 0.2924 (0.2897) loss_cl: -0.2785 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [14:02:41.429070] Epoch: [194] [2760/2904] eta: 0:01:48 lr: 0.002162 loss: 0.1932 (0.1964) loss_rec_all: 0.2191 (0.2222) loss_rec_sfr: 0.2798 (0.2899) loss_cl: -0.2779 (-0.2788) time: 0.7467 data: 0.0004 max mem: 29860 [14:02:56.352015] Epoch: [194] [2780/2904] eta: 0:01:33 lr: 0.002162 loss: 0.1880 (0.1964) loss_rec_all: 0.2142 (0.2223) loss_rec_sfr: 0.2775 (0.2901) loss_cl: -0.2790 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [14:03:11.275438] Epoch: [194] [2800/2904] eta: 0:01:18 lr: 0.002162 loss: 0.1829 (0.1964) loss_rec_all: 0.2092 (0.2223) loss_rec_sfr: 0.2373 (0.2901) loss_cl: -0.2789 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [14:03:26.194294] Epoch: [194] [2820/2904] eta: 0:01:03 lr: 0.002162 loss: 0.1888 (0.1965) loss_rec_all: 0.2146 (0.2223) loss_rec_sfr: 0.2692 (0.2902) loss_cl: -0.2782 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [14:03:41.144977] Epoch: [194] [2840/2904] eta: 0:00:48 lr: 0.002162 loss: 0.1856 (0.1965) loss_rec_all: 0.2120 (0.2223) loss_rec_sfr: 0.2563 (0.2901) loss_cl: -0.2790 (-0.2787) time: 0.7475 data: 0.0023 max mem: 29860 [14:03:56.050562] Epoch: [194] [2860/2904] eta: 0:00:33 lr: 0.002162 loss: 0.1895 (0.1965) loss_rec_all: 0.2155 (0.2224) loss_rec_sfr: 0.2795 (0.2903) loss_cl: -0.2794 (-0.2788) time: 0.7452 data: 0.0001 max mem: 29860 [14:04:10.959619] Epoch: [194] [2880/2904] eta: 0:00:18 lr: 0.002162 loss: 0.1853 (0.1965) loss_rec_all: 0.2114 (0.2224) loss_rec_sfr: 0.2358 (0.2904) loss_cl: -0.2800 (-0.2788) time: 0.7454 data: 0.0001 max mem: 29860 [14:04:25.867264] Epoch: [194] [2900/2904] eta: 0:00:03 lr: 0.002162 loss: 0.1823 (0.1965) loss_rec_all: 0.2081 (0.2224) loss_rec_sfr: 0.2452 (0.2903) loss_cl: -0.2791 (-0.2788) time: 0.7453 data: 0.0001 max mem: 29860 [14:04:28.110564] Epoch: [194] [2903/2904] eta: 0:00:00 lr: 0.002162 loss: 0.1865 (0.1965) loss_rec_all: 0.2129 (0.2224) loss_rec_sfr: 0.2555 (0.2903) loss_cl: -0.2793 (-0.2788) time: 0.7453 data: 0.0001 max mem: 29860 [14:04:30.290866] Epoch: [194] Total time: 0:36:30 (0.7544 s / it) [14:04:30.306178] Averaged stats: lr: 0.002162 loss: 0.1865 (0.1983) loss_rec_all: 0.2129 (0.2219) loss_rec_sfr: 0.2555 (0.2890) loss_cl: -0.2793 (-0.2555) [14:04:30.311669] log_dir: ./checkpoint/VF2_ViT-B [14:04:46.778315] Epoch: [195] [ 0/2904] eta: 13:16:57 lr: 0.002162 loss: 0.2500 (0.2500) loss_rec_all: 0.2747 (0.2747) loss_rec_sfr: 0.4735 (0.4735) loss_cl: -0.2797 (-0.2797) time: 16.4660 data: 9.1770 max mem: 29860 [14:05:03.426511] Epoch: [195] [ 20/2904] eta: 1:15:47 lr: 0.002162 loss: 0.1834 (0.1912) loss_rec_all: 0.2093 (0.2170) loss_rec_sfr: 0.2719 (0.2813) loss_cl: -0.2780 (-0.2777) time: 0.8323 data: 0.0003 max mem: 29860 [14:05:18.310461] Epoch: [195] [ 40/2904] eta: 0:55:52 lr: 0.002162 loss: 0.1865 (0.1941) loss_rec_all: 0.2129 (0.2199) loss_rec_sfr: 0.2725 (0.2905) loss_cl: -0.2789 (-0.2783) time: 0.7441 data: 0.0004 max mem: 29860 [14:05:33.199325] Epoch: [195] [ 60/2904] eta: 0:48:51 lr: 0.002162 loss: 0.1898 (0.1952) loss_rec_all: 0.2161 (0.2210) loss_rec_sfr: 0.2723 (0.2894) loss_cl: -0.2790 (-0.2786) time: 0.7444 data: 0.0003 max mem: 29860 [14:05:48.111656] Epoch: [195] [ 80/2904] eta: 0:45:12 lr: 0.002162 loss: 0.1811 (0.1929) loss_rec_all: 0.2074 (0.2188) loss_rec_sfr: 0.2269 (0.2773) loss_cl: -0.2790 (-0.2787) time: 0.7456 data: 0.0003 max mem: 29860 [14:06:03.023240] Epoch: [195] [ 100/2904] eta: 0:42:53 lr: 0.002162 loss: 0.1844 (0.1948) loss_rec_all: 0.2110 (0.2206) loss_rec_sfr: 0.2871 (0.2857) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0004 max mem: 29860 [14:06:17.948036] Epoch: [195] [ 120/2904] eta: 0:41:16 lr: 0.002162 loss: 0.1904 (0.1943) loss_rec_all: 0.2161 (0.2202) loss_rec_sfr: 0.2726 (0.2848) loss_cl: -0.2785 (-0.2787) time: 0.7462 data: 0.0003 max mem: 29860 [14:06:32.913978] Epoch: [195] [ 140/2904] eta: 0:40:03 lr: 0.002162 loss: 0.1841 (0.1937) loss_rec_all: 0.2100 (0.2196) loss_rec_sfr: 0.2385 (0.2815) loss_cl: -0.2786 (-0.2787) time: 0.7482 data: 0.0003 max mem: 29860 [14:06:47.837101] Epoch: [195] [ 160/2904] eta: 0:39:03 lr: 0.002162 loss: 0.1877 (0.1944) loss_rec_all: 0.2140 (0.2202) loss_rec_sfr: 0.2738 (0.2840) loss_cl: -0.2788 (-0.2787) time: 0.7461 data: 0.0003 max mem: 29860 [14:07:02.758006] Epoch: [195] [ 180/2904] eta: 0:38:14 lr: 0.002162 loss: 0.1863 (0.1951) loss_rec_all: 0.2123 (0.2210) loss_rec_sfr: 0.2719 (0.2868) loss_cl: -0.2792 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [14:07:17.697581] Epoch: [195] [ 200/2904] eta: 0:37:31 lr: 0.002162 loss: 0.1822 (0.1952) loss_rec_all: 0.2082 (0.2211) loss_rec_sfr: 0.2715 (0.2880) loss_cl: -0.2785 (-0.2787) time: 0.7469 data: 0.0004 max mem: 29860 [14:07:32.617704] Epoch: [195] [ 220/2904] eta: 0:36:53 lr: 0.002162 loss: 0.1852 (0.1957) loss_rec_all: 0.2114 (0.2216) loss_rec_sfr: 0.2660 (0.2892) loss_cl: -0.2788 (-0.2787) time: 0.7460 data: 0.0004 max mem: 29860 [14:07:47.533151] Epoch: [195] [ 240/2904] eta: 0:36:19 lr: 0.002162 loss: 0.1876 (0.1962) loss_rec_all: 0.2135 (0.2221) loss_rec_sfr: 0.2761 (0.2905) loss_cl: -0.2775 (-0.2786) time: 0.7457 data: 0.0003 max mem: 29860 [14:08:02.448555] Epoch: [195] [ 260/2904] eta: 0:35:48 lr: 0.002162 loss: 0.1871 (0.1965) loss_rec_all: 0.2132 (0.2223) loss_rec_sfr: 0.2759 (0.2912) loss_cl: -0.2790 (-0.2786) time: 0.7457 data: 0.0003 max mem: 29860 [14:08:17.368374] Epoch: [195] [ 280/2904] eta: 0:35:20 lr: 0.002162 loss: 0.1893 (0.1972) loss_rec_all: 0.2153 (0.2230) loss_rec_sfr: 0.2680 (0.2933) loss_cl: -0.2797 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [14:08:32.287683] Epoch: [195] [ 300/2904] eta: 0:34:53 lr: 0.002162 loss: 0.1835 (0.1969) loss_rec_all: 0.2094 (0.2227) loss_rec_sfr: 0.2677 (0.2928) loss_cl: -0.2785 (-0.2787) time: 0.7459 data: 0.0003 max mem: 29860 [14:08:47.257789] Epoch: [195] [ 320/2904] eta: 0:34:28 lr: 0.002162 loss: 0.1869 (0.1971) loss_rec_all: 0.2130 (0.2230) loss_rec_sfr: 0.2919 (0.2944) loss_cl: -0.2783 (-0.2787) time: 0.7484 data: 0.0002 max mem: 29860 [14:09:02.191628] Epoch: [195] [ 340/2904] eta: 0:34:04 lr: 0.002162 loss: 0.1826 (0.1967) loss_rec_all: 0.2086 (0.2225) loss_rec_sfr: 0.2254 (0.2923) loss_cl: -0.2781 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [14:09:17.113663] Epoch: [195] [ 360/2904] eta: 0:33:40 lr: 0.002162 loss: 0.1871 (0.1970) loss_rec_all: 0.2134 (0.2228) loss_rec_sfr: 0.2670 (0.2930) loss_cl: -0.2790 (-0.2787) time: 0.7460 data: 0.0004 max mem: 29860 [14:09:32.037067] Epoch: [195] [ 380/2904] eta: 0:33:18 lr: 0.002162 loss: 0.1862 (0.1968) loss_rec_all: 0.2126 (0.2226) loss_rec_sfr: 0.2661 (0.2922) loss_cl: -0.2801 (-0.2787) time: 0.7461 data: 0.0004 max mem: 29860 [14:09:46.958688] Epoch: [195] [ 400/2904] eta: 0:32:57 lr: 0.002162 loss: 0.1856 (0.1967) loss_rec_all: 0.2116 (0.2225) loss_rec_sfr: 0.2613 (0.2913) loss_cl: -0.2794 (-0.2788) time: 0.7460 data: 0.0004 max mem: 29860 [14:10:01.876274] Epoch: [195] [ 420/2904] eta: 0:32:36 lr: 0.002162 loss: 0.1869 (0.1972) loss_rec_all: 0.2130 (0.2231) loss_rec_sfr: 0.2882 (0.2932) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0004 max mem: 29860 [14:10:16.799507] Epoch: [195] [ 440/2904] eta: 0:32:15 lr: 0.002162 loss: 0.1865 (0.1974) loss_rec_all: 0.2130 (0.2232) loss_rec_sfr: 0.2688 (0.2938) loss_cl: -0.2787 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [14:10:31.718823] Epoch: [195] [ 460/2904] eta: 0:31:55 lr: 0.002162 loss: 0.1839 (0.1972) loss_rec_all: 0.2100 (0.2230) loss_rec_sfr: 0.2603 (0.2932) loss_cl: -0.2778 (-0.2787) time: 0.7459 data: 0.0003 max mem: 29860 [14:10:46.641213] Epoch: [195] [ 480/2904] eta: 0:31:36 lr: 0.002162 loss: 0.1888 (0.1970) loss_rec_all: 0.2147 (0.2228) loss_rec_sfr: 0.2724 (0.2925) loss_cl: -0.2787 (-0.2787) time: 0.7461 data: 0.0003 max mem: 29860 [14:11:01.568011] Epoch: [195] [ 500/2904] eta: 0:31:17 lr: 0.002161 loss: 0.1871 (0.1972) loss_rec_all: 0.2128 (0.2230) loss_rec_sfr: 0.2733 (0.2933) loss_cl: -0.2792 (-0.2787) time: 0.7463 data: 0.0003 max mem: 29860 [14:11:16.491415] Epoch: [195] [ 520/2904] eta: 0:30:58 lr: 0.002161 loss: 0.1834 (0.1969) loss_rec_all: 0.2094 (0.2227) loss_rec_sfr: 0.2766 (0.2928) loss_cl: -0.2786 (-0.2787) time: 0.7461 data: 0.0003 max mem: 29860 [14:11:31.418848] Epoch: [195] [ 540/2904] eta: 0:30:39 lr: 0.002161 loss: 0.1879 (0.1967) loss_rec_all: 0.2137 (0.2226) loss_rec_sfr: 0.2670 (0.2921) loss_cl: -0.2784 (-0.2787) time: 0.7463 data: 0.0003 max mem: 29860 [14:11:46.340254] Epoch: [195] [ 560/2904] eta: 0:30:21 lr: 0.002161 loss: 0.1868 (0.1970) loss_rec_all: 0.2132 (0.2228) loss_rec_sfr: 0.2743 (0.2928) loss_cl: -0.2790 (-0.2787) time: 0.7460 data: 0.0003 max mem: 29860 [14:12:01.255130] Epoch: [195] [ 580/2904] eta: 0:30:03 lr: 0.002161 loss: 0.1838 (0.1966) loss_rec_all: 0.2098 (0.2225) loss_rec_sfr: 0.2681 (0.2918) loss_cl: -0.2791 (-0.2787) time: 0.7457 data: 0.0003 max mem: 29860 [14:12:16.172504] Epoch: [195] [ 600/2904] eta: 0:29:45 lr: 0.002161 loss: 0.1855 (0.1966) loss_rec_all: 0.2119 (0.2224) loss_rec_sfr: 0.2767 (0.2917) loss_cl: -0.2788 (-0.2787) time: 0.7458 data: 0.0003 max mem: 29860 [14:12:31.097345] Epoch: [195] [ 620/2904] eta: 0:29:28 lr: 0.002161 loss: 0.1875 (0.1966) loss_rec_all: 0.2134 (0.2224) loss_rec_sfr: 0.2736 (0.2920) loss_cl: -0.2786 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [14:12:46.017104] Epoch: [195] [ 640/2904] eta: 0:29:10 lr: 0.002161 loss: 0.1832 (0.1968) loss_rec_all: 0.2096 (0.2226) loss_rec_sfr: 0.2694 (0.2926) loss_cl: -0.2787 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [14:13:00.954724] Epoch: [195] [ 660/2904] eta: 0:28:53 lr: 0.002161 loss: 0.1879 (0.1968) loss_rec_all: 0.2140 (0.2226) loss_rec_sfr: 0.2671 (0.2924) loss_cl: -0.2791 (-0.2787) time: 0.7468 data: 0.0002 max mem: 29860 [14:13:15.881988] Epoch: [195] [ 680/2904] eta: 0:28:36 lr: 0.002161 loss: 0.1868 (0.1968) loss_rec_all: 0.2131 (0.2227) loss_rec_sfr: 0.2801 (0.2927) loss_cl: -0.2788 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [14:13:30.801947] Epoch: [195] [ 700/2904] eta: 0:28:19 lr: 0.002161 loss: 0.1883 (0.1969) loss_rec_all: 0.2144 (0.2227) loss_rec_sfr: 0.2746 (0.2929) loss_cl: -0.2783 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [14:13:45.721573] Epoch: [195] [ 720/2904] eta: 0:28:02 lr: 0.002161 loss: 0.1846 (0.1968) loss_rec_all: 0.2107 (0.2226) loss_rec_sfr: 0.2592 (0.2925) loss_cl: -0.2778 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [14:14:00.638941] Epoch: [195] [ 740/2904] eta: 0:27:45 lr: 0.002161 loss: 0.1818 (0.1966) loss_rec_all: 0.2079 (0.2224) loss_rec_sfr: 0.2657 (0.2920) loss_cl: -0.2793 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [14:14:15.553473] Epoch: [195] [ 760/2904] eta: 0:27:28 lr: 0.002161 loss: 0.1841 (0.1964) loss_rec_all: 0.2102 (0.2222) loss_rec_sfr: 0.2718 (0.2914) loss_cl: -0.2795 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [14:14:30.472419] Epoch: [195] [ 780/2904] eta: 0:27:12 lr: 0.002161 loss: 0.1870 (0.1963) loss_rec_all: 0.2128 (0.2222) loss_rec_sfr: 0.2506 (0.2911) loss_cl: -0.2786 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [14:14:45.390204] Epoch: [195] [ 800/2904] eta: 0:26:55 lr: 0.002161 loss: 0.1951 (0.1964) loss_rec_all: 0.2211 (0.2223) loss_rec_sfr: 0.2730 (0.2913) loss_cl: -0.2785 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [14:15:00.303660] Epoch: [195] [ 820/2904] eta: 0:26:39 lr: 0.002161 loss: 0.1889 (0.1965) loss_rec_all: 0.2150 (0.2223) loss_rec_sfr: 0.2730 (0.2914) loss_cl: -0.2795 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [14:15:15.228935] Epoch: [195] [ 840/2904] eta: 0:26:22 lr: 0.002161 loss: 0.1913 (0.1966) loss_rec_all: 0.2174 (0.2224) loss_rec_sfr: 0.2643 (0.2912) loss_cl: -0.2793 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [14:15:30.151313] Epoch: [195] [ 860/2904] eta: 0:26:06 lr: 0.002161 loss: 0.1860 (0.1966) loss_rec_all: 0.2119 (0.2224) loss_rec_sfr: 0.2783 (0.2913) loss_cl: -0.2792 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [14:15:45.068825] Epoch: [195] [ 880/2904] eta: 0:25:50 lr: 0.002161 loss: 0.1851 (0.1965) loss_rec_all: 0.2109 (0.2223) loss_rec_sfr: 0.2640 (0.2909) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [14:15:59.975940] Epoch: [195] [ 900/2904] eta: 0:25:33 lr: 0.002161 loss: 0.1882 (0.1966) loss_rec_all: 0.2139 (0.2224) loss_rec_sfr: 0.2710 (0.2912) loss_cl: -0.2779 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [14:16:14.914191] Epoch: [195] [ 920/2904] eta: 0:25:17 lr: 0.002161 loss: 0.1862 (0.1966) loss_rec_all: 0.2122 (0.2224) loss_rec_sfr: 0.2683 (0.2911) loss_cl: -0.2785 (-0.2787) time: 0.7469 data: 0.0002 max mem: 29860 [14:16:29.843973] Epoch: [195] [ 940/2904] eta: 0:25:01 lr: 0.002161 loss: 0.1842 (0.1965) loss_rec_all: 0.2105 (0.2224) loss_rec_sfr: 0.2363 (0.2908) loss_cl: -0.2794 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [14:16:44.765130] Epoch: [195] [ 960/2904] eta: 0:24:45 lr: 0.002161 loss: 0.1831 (0.1966) loss_rec_all: 0.2095 (0.2224) loss_rec_sfr: 0.2649 (0.2907) loss_cl: -0.2787 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [14:16:59.690330] Epoch: [195] [ 980/2904] eta: 0:24:29 lr: 0.002161 loss: 0.1917 (0.1967) loss_rec_all: 0.2176 (0.2225) loss_rec_sfr: 0.2739 (0.2910) loss_cl: -0.2792 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [14:17:14.624731] Epoch: [195] [1000/2904] eta: 0:24:13 lr: 0.002161 loss: 0.1850 (0.1966) loss_rec_all: 0.2113 (0.2224) loss_rec_sfr: 0.2203 (0.2902) loss_cl: -0.2796 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [14:17:29.547690] Epoch: [195] [1020/2904] eta: 0:23:57 lr: 0.002161 loss: 0.1822 (0.1963) loss_rec_all: 0.2081 (0.2222) loss_rec_sfr: 0.2731 (0.2897) loss_cl: -0.2780 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [14:17:44.461629] Epoch: [195] [1040/2904] eta: 0:23:41 lr: 0.002161 loss: 0.1884 (0.1966) loss_rec_all: 0.2143 (0.2224) loss_rec_sfr: 0.2738 (0.2903) loss_cl: -0.2785 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [14:17:59.382074] Epoch: [195] [1060/2904] eta: 0:23:26 lr: 0.002161 loss: 0.1882 (0.1966) loss_rec_all: 0.2140 (0.2225) loss_rec_sfr: 0.2771 (0.2906) loss_cl: -0.2788 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [14:18:14.299019] Epoch: [195] [1080/2904] eta: 0:23:10 lr: 0.002161 loss: 0.1862 (0.1965) loss_rec_all: 0.2125 (0.2224) loss_rec_sfr: 0.2711 (0.2904) loss_cl: -0.2783 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [14:18:29.213930] Epoch: [195] [1100/2904] eta: 0:22:54 lr: 0.002161 loss: 0.1888 (0.1966) loss_rec_all: 0.2146 (0.2224) loss_rec_sfr: 0.2706 (0.2904) loss_cl: -0.2782 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [14:18:44.136914] Epoch: [195] [1120/2904] eta: 0:22:38 lr: 0.002161 loss: 0.1856 (0.1965) loss_rec_all: 0.2119 (0.2224) loss_rec_sfr: 0.2655 (0.2903) loss_cl: -0.2794 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [14:18:59.056135] Epoch: [195] [1140/2904] eta: 0:22:22 lr: 0.002161 loss: 0.1892 (0.1966) loss_rec_all: 0.2151 (0.2225) loss_rec_sfr: 0.2688 (0.2905) loss_cl: -0.2795 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [14:19:13.969510] Epoch: [195] [1160/2904] eta: 0:22:07 lr: 0.002161 loss: 0.1852 (0.1966) loss_rec_all: 0.2116 (0.2224) loss_rec_sfr: 0.2663 (0.2902) loss_cl: -0.2795 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [14:19:28.880946] Epoch: [195] [1180/2904] eta: 0:21:51 lr: 0.002161 loss: 0.1914 (0.1967) loss_rec_all: 0.2175 (0.2225) loss_rec_sfr: 0.2706 (0.2907) loss_cl: -0.2782 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [14:19:43.790959] Epoch: [195] [1200/2904] eta: 0:21:35 lr: 0.002161 loss: 0.1841 (0.1967) loss_rec_all: 0.2103 (0.2225) loss_rec_sfr: 0.2715 (0.2908) loss_cl: -0.2780 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [14:19:58.700878] Epoch: [195] [1220/2904] eta: 0:21:20 lr: 0.002161 loss: 0.1910 (0.1968) loss_rec_all: 0.2171 (0.2227) loss_rec_sfr: 0.2794 (0.2913) loss_cl: -0.2778 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [14:20:13.616228] Epoch: [195] [1240/2904] eta: 0:21:04 lr: 0.002161 loss: 0.1813 (0.1967) loss_rec_all: 0.2076 (0.2225) loss_rec_sfr: 0.2620 (0.2909) loss_cl: -0.2794 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [14:20:28.532068] Epoch: [195] [1260/2904] eta: 0:20:49 lr: 0.002161 loss: 0.1831 (0.1967) loss_rec_all: 0.2094 (0.2225) loss_rec_sfr: 0.2729 (0.2910) loss_cl: -0.2789 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [14:20:43.445734] Epoch: [195] [1280/2904] eta: 0:20:33 lr: 0.002161 loss: 0.1850 (0.1967) loss_rec_all: 0.2110 (0.2225) loss_rec_sfr: 0.2735 (0.2911) loss_cl: -0.2793 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [14:20:58.356326] Epoch: [195] [1300/2904] eta: 0:20:18 lr: 0.002161 loss: 0.1825 (0.1965) loss_rec_all: 0.2084 (0.2224) loss_rec_sfr: 0.2742 (0.2906) loss_cl: -0.2787 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [14:21:13.273255] Epoch: [195] [1320/2904] eta: 0:20:02 lr: 0.002161 loss: 0.1852 (0.1965) loss_rec_all: 0.2112 (0.2224) loss_rec_sfr: 0.2692 (0.2908) loss_cl: -0.2789 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [14:21:28.188788] Epoch: [195] [1340/2904] eta: 0:19:47 lr: 0.002161 loss: 0.1876 (0.1966) loss_rec_all: 0.2136 (0.2224) loss_rec_sfr: 0.2706 (0.2910) loss_cl: -0.2786 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [14:21:43.120973] Epoch: [195] [1360/2904] eta: 0:19:31 lr: 0.002161 loss: 0.1901 (0.1967) loss_rec_all: 0.2159 (0.2225) loss_rec_sfr: 0.2836 (0.2913) loss_cl: -0.2789 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [14:21:58.041690] Epoch: [195] [1380/2904] eta: 0:19:16 lr: 0.002161 loss: 0.1913 (0.1966) loss_rec_all: 0.2169 (0.2224) loss_rec_sfr: 0.2762 (0.2911) loss_cl: -0.2792 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [14:22:12.973076] Epoch: [195] [1400/2904] eta: 0:19:00 lr: 0.002161 loss: 0.1874 (0.1967) loss_rec_all: 0.2133 (0.2225) loss_rec_sfr: 0.2779 (0.2914) loss_cl: -0.2784 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [14:22:27.885958] Epoch: [195] [1420/2904] eta: 0:18:45 lr: 0.002161 loss: 0.1870 (0.1967) loss_rec_all: 0.2129 (0.2225) loss_rec_sfr: 0.2647 (0.2913) loss_cl: -0.2785 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [14:22:42.808281] Epoch: [195] [1440/2904] eta: 0:18:29 lr: 0.002161 loss: 0.1820 (0.1965) loss_rec_all: 0.2081 (0.2224) loss_rec_sfr: 0.2519 (0.2909) loss_cl: -0.2786 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [14:22:57.723454] Epoch: [195] [1460/2904] eta: 0:18:14 lr: 0.002161 loss: 0.1856 (0.1965) loss_rec_all: 0.2120 (0.2224) loss_rec_sfr: 0.2725 (0.2908) loss_cl: -0.2789 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [14:23:12.642708] Epoch: [195] [1480/2904] eta: 0:17:59 lr: 0.002160 loss: 0.1868 (0.1966) loss_rec_all: 0.2129 (0.2224) loss_rec_sfr: 0.2615 (0.2909) loss_cl: -0.2786 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [14:23:27.554386] Epoch: [195] [1500/2904] eta: 0:17:43 lr: 0.002160 loss: 0.1822 (0.1966) loss_rec_all: 0.2081 (0.2224) loss_rec_sfr: 0.2642 (0.2910) loss_cl: -0.2791 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [14:23:42.471373] Epoch: [195] [1520/2904] eta: 0:17:28 lr: 0.002160 loss: 0.1836 (0.1964) loss_rec_all: 0.2097 (0.2223) loss_rec_sfr: 0.2672 (0.2905) loss_cl: -0.2791 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [14:23:57.385183] Epoch: [195] [1540/2904] eta: 0:17:12 lr: 0.002160 loss: 0.1883 (0.1964) loss_rec_all: 0.2138 (0.2223) loss_rec_sfr: 0.2780 (0.2905) loss_cl: -0.2788 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [14:24:12.325953] Epoch: [195] [1560/2904] eta: 0:16:57 lr: 0.002160 loss: 0.1870 (0.1965) loss_rec_all: 0.2136 (0.2223) loss_rec_sfr: 0.2755 (0.2910) loss_cl: -0.2790 (-0.2787) time: 0.7470 data: 0.0002 max mem: 29860 [14:24:27.251332] Epoch: [195] [1580/2904] eta: 0:16:42 lr: 0.002160 loss: 0.1831 (0.1964) loss_rec_all: 0.2091 (0.2222) loss_rec_sfr: 0.2676 (0.2907) loss_cl: -0.2788 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [14:24:42.178083] Epoch: [195] [1600/2904] eta: 0:16:26 lr: 0.002160 loss: 0.1847 (0.1964) loss_rec_all: 0.2112 (0.2223) loss_rec_sfr: 0.2707 (0.2908) loss_cl: -0.2788 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [14:24:57.097330] Epoch: [195] [1620/2904] eta: 0:16:11 lr: 0.002160 loss: 0.1871 (0.1965) loss_rec_all: 0.2132 (0.2223) loss_rec_sfr: 0.2695 (0.2911) loss_cl: -0.2786 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [14:25:12.037780] Epoch: [195] [1640/2904] eta: 0:15:56 lr: 0.002160 loss: 0.1843 (0.1964) loss_rec_all: 0.2104 (0.2222) loss_rec_sfr: 0.2340 (0.2906) loss_cl: -0.2780 (-0.2787) time: 0.7470 data: 0.0002 max mem: 29860 [14:25:26.959504] Epoch: [195] [1660/2904] eta: 0:15:41 lr: 0.002160 loss: 0.1818 (0.1963) loss_rec_all: 0.2082 (0.2222) loss_rec_sfr: 0.2692 (0.2904) loss_cl: -0.2791 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [14:25:41.877226] Epoch: [195] [1680/2904] eta: 0:15:25 lr: 0.002160 loss: 0.1881 (0.1964) loss_rec_all: 0.2140 (0.2222) loss_rec_sfr: 0.2713 (0.2905) loss_cl: -0.2793 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [14:25:56.806820] Epoch: [195] [1700/2904] eta: 0:15:10 lr: 0.002160 loss: 0.1849 (0.1963) loss_rec_all: 0.2112 (0.2221) loss_rec_sfr: 0.2241 (0.2901) loss_cl: -0.2792 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [14:26:11.732808] Epoch: [195] [1720/2904] eta: 0:14:55 lr: 0.002160 loss: 0.1827 (0.1962) loss_rec_all: 0.2088 (0.2220) loss_rec_sfr: 0.2668 (0.2897) loss_cl: -0.2791 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [14:26:26.650074] Epoch: [195] [1740/2904] eta: 0:14:40 lr: 0.002160 loss: 0.1874 (0.1961) loss_rec_all: 0.2134 (0.2220) loss_rec_sfr: 0.2698 (0.2896) loss_cl: -0.2790 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [14:26:41.569514] Epoch: [195] [1760/2904] eta: 0:14:24 lr: 0.002160 loss: 0.1905 (0.1962) loss_rec_all: 0.2164 (0.2220) loss_rec_sfr: 0.2687 (0.2898) loss_cl: -0.2788 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [14:26:56.484811] Epoch: [195] [1780/2904] eta: 0:14:09 lr: 0.002160 loss: 0.1851 (0.1962) loss_rec_all: 0.2115 (0.2220) loss_rec_sfr: 0.2411 (0.2897) loss_cl: -0.2788 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [14:27:11.397685] Epoch: [195] [1800/2904] eta: 0:13:54 lr: 0.002160 loss: 0.1907 (0.1962) loss_rec_all: 0.2169 (0.2221) loss_rec_sfr: 0.2733 (0.2897) loss_cl: -0.2795 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [14:27:26.312891] Epoch: [195] [1820/2904] eta: 0:13:39 lr: 0.002160 loss: 0.1880 (0.1962) loss_rec_all: 0.2139 (0.2221) loss_rec_sfr: 0.2764 (0.2898) loss_cl: -0.2788 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [14:27:41.225101] Epoch: [195] [1840/2904] eta: 0:13:23 lr: 0.002160 loss: 0.1924 (0.1963) loss_rec_all: 0.2186 (0.2221) loss_rec_sfr: 0.2689 (0.2896) loss_cl: -0.2784 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [14:27:56.114702] Epoch: [195] [1860/2904] eta: 0:13:08 lr: 0.002160 loss: 0.2062 (0.1964) loss_rec_all: 0.2322 (0.2223) loss_rec_sfr: 0.3095 (0.2897) loss_cl: -0.2797 (-0.2787) time: 0.7444 data: 0.0002 max mem: 29860 [14:28:11.038461] Epoch: [195] [1880/2904] eta: 0:12:53 lr: 0.002160 loss: 0.2158 (0.1967) loss_rec_all: 0.2418 (0.2226) loss_rec_sfr: 0.2982 (0.2901) loss_cl: -0.2791 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [14:28:25.959414] Epoch: [195] [1900/2904] eta: 0:12:38 lr: 0.002160 loss: 0.2001 (0.1968) loss_rec_all: 0.2259 (0.2227) loss_rec_sfr: 0.2912 (0.2902) loss_cl: -0.2778 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [14:28:40.886916] Epoch: [195] [1920/2904] eta: 0:12:22 lr: 0.002160 loss: 0.1917 (0.1969) loss_rec_all: 0.2179 (0.2227) loss_rec_sfr: 0.2675 (0.2902) loss_cl: -0.2781 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [14:28:55.803286] Epoch: [195] [1940/2904] eta: 0:12:07 lr: 0.002160 loss: 0.1886 (0.1969) loss_rec_all: 0.2144 (0.2227) loss_rec_sfr: 0.2743 (0.2901) loss_cl: -0.2786 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [14:29:10.722721] Epoch: [195] [1960/2904] eta: 0:11:52 lr: 0.002160 loss: 0.1868 (0.1968) loss_rec_all: 0.2129 (0.2227) loss_rec_sfr: 0.2654 (0.2899) loss_cl: -0.2788 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [14:29:25.636093] Epoch: [195] [1980/2904] eta: 0:11:37 lr: 0.002160 loss: 0.1841 (0.1967) loss_rec_all: 0.2100 (0.2226) loss_rec_sfr: 0.2438 (0.2896) loss_cl: -0.2784 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [14:29:40.560428] Epoch: [195] [2000/2904] eta: 0:11:22 lr: 0.002160 loss: 0.1865 (0.1968) loss_rec_all: 0.2130 (0.2226) loss_rec_sfr: 0.2726 (0.2897) loss_cl: -0.2796 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [14:29:55.480754] Epoch: [195] [2020/2904] eta: 0:11:07 lr: 0.002160 loss: 0.1845 (0.1968) loss_rec_all: 0.2110 (0.2226) loss_rec_sfr: 0.2667 (0.2896) loss_cl: -0.2795 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [14:30:10.403919] Epoch: [195] [2040/2904] eta: 0:10:51 lr: 0.002160 loss: 0.1859 (0.1967) loss_rec_all: 0.2122 (0.2225) loss_rec_sfr: 0.2638 (0.2893) loss_cl: -0.2789 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [14:30:25.318674] Epoch: [195] [2060/2904] eta: 0:10:36 lr: 0.002160 loss: 0.1853 (0.1967) loss_rec_all: 0.2115 (0.2226) loss_rec_sfr: 0.2676 (0.2894) loss_cl: -0.2785 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [14:30:40.231440] Epoch: [195] [2080/2904] eta: 0:10:21 lr: 0.002160 loss: 0.1847 (0.1966) loss_rec_all: 0.2110 (0.2225) loss_rec_sfr: 0.2658 (0.2892) loss_cl: -0.2787 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [14:30:55.145312] Epoch: [195] [2100/2904] eta: 0:10:06 lr: 0.002160 loss: 0.1878 (0.1966) loss_rec_all: 0.2139 (0.2225) loss_rec_sfr: 0.2643 (0.2891) loss_cl: -0.2793 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [14:31:10.060974] Epoch: [195] [2120/2904] eta: 0:09:51 lr: 0.002160 loss: 0.1863 (0.1966) loss_rec_all: 0.2122 (0.2224) loss_rec_sfr: 0.2722 (0.2890) loss_cl: -0.2784 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [14:31:24.978748] Epoch: [195] [2140/2904] eta: 0:09:36 lr: 0.002160 loss: 0.1864 (0.1966) loss_rec_all: 0.2123 (0.2224) loss_rec_sfr: 0.2709 (0.2889) loss_cl: -0.2785 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [14:31:39.915197] Epoch: [195] [2160/2904] eta: 0:09:21 lr: 0.002160 loss: 0.1818 (0.1965) loss_rec_all: 0.2077 (0.2223) loss_rec_sfr: 0.2616 (0.2886) loss_cl: -0.2791 (-0.2787) time: 0.7468 data: 0.0002 max mem: 29860 [14:31:54.833618] Epoch: [195] [2180/2904] eta: 0:09:05 lr: 0.002160 loss: 0.1901 (0.1965) loss_rec_all: 0.2161 (0.2224) loss_rec_sfr: 0.2772 (0.2888) loss_cl: -0.2788 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [14:32:09.746016] Epoch: [195] [2200/2904] eta: 0:08:50 lr: 0.002160 loss: 0.1860 (0.1964) loss_rec_all: 0.2121 (0.2223) loss_rec_sfr: 0.2753 (0.2886) loss_cl: -0.2793 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [14:32:24.664825] Epoch: [195] [2220/2904] eta: 0:08:35 lr: 0.002160 loss: 0.1863 (0.1965) loss_rec_all: 0.2122 (0.2223) loss_rec_sfr: 0.2730 (0.2887) loss_cl: -0.2791 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [14:32:39.576771] Epoch: [195] [2240/2904] eta: 0:08:20 lr: 0.002160 loss: 0.1846 (0.1965) loss_rec_all: 0.2105 (0.2223) loss_rec_sfr: 0.2628 (0.2887) loss_cl: -0.2790 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [14:32:54.488713] Epoch: [195] [2260/2904] eta: 0:08:05 lr: 0.002160 loss: 0.1839 (0.1964) loss_rec_all: 0.2101 (0.2223) loss_rec_sfr: 0.2752 (0.2886) loss_cl: -0.2791 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [14:33:09.412741] Epoch: [195] [2280/2904] eta: 0:07:50 lr: 0.002160 loss: 0.1867 (0.1965) loss_rec_all: 0.2127 (0.2223) loss_rec_sfr: 0.2681 (0.2889) loss_cl: -0.2791 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [14:33:24.332423] Epoch: [195] [2300/2904] eta: 0:07:35 lr: 0.002160 loss: 0.1894 (0.1965) loss_rec_all: 0.2151 (0.2223) loss_rec_sfr: 0.2638 (0.2888) loss_cl: -0.2785 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [14:33:39.266352] Epoch: [195] [2320/2904] eta: 0:07:20 lr: 0.002160 loss: 0.1853 (0.1964) loss_rec_all: 0.2116 (0.2223) loss_rec_sfr: 0.2729 (0.2887) loss_cl: -0.2784 (-0.2787) time: 0.7467 data: 0.0002 max mem: 29860 [14:33:54.181733] Epoch: [195] [2340/2904] eta: 0:07:04 lr: 0.002160 loss: 0.1839 (0.1965) loss_rec_all: 0.2099 (0.2223) loss_rec_sfr: 0.2819 (0.2889) loss_cl: -0.2788 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [14:34:09.107297] Epoch: [195] [2360/2904] eta: 0:06:49 lr: 0.002160 loss: 0.1821 (0.1965) loss_rec_all: 0.2087 (0.2224) loss_rec_sfr: 0.2259 (0.2890) loss_cl: -0.2795 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [14:34:24.030094] Epoch: [195] [2380/2904] eta: 0:06:34 lr: 0.002160 loss: 0.1901 (0.1966) loss_rec_all: 0.2164 (0.2225) loss_rec_sfr: 0.2812 (0.2894) loss_cl: -0.2795 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [14:34:38.944601] Epoch: [195] [2400/2904] eta: 0:06:19 lr: 0.002160 loss: 0.1900 (0.1967) loss_rec_all: 0.2165 (0.2225) loss_rec_sfr: 0.2719 (0.2896) loss_cl: -0.2789 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [14:34:53.860655] Epoch: [195] [2420/2904] eta: 0:06:04 lr: 0.002160 loss: 0.1884 (0.1967) loss_rec_all: 0.2149 (0.2225) loss_rec_sfr: 0.2635 (0.2895) loss_cl: -0.2788 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [14:35:08.773541] Epoch: [195] [2440/2904] eta: 0:05:49 lr: 0.002160 loss: 0.1862 (0.1966) loss_rec_all: 0.2124 (0.2225) loss_rec_sfr: 0.2752 (0.2894) loss_cl: -0.2791 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [14:35:23.683454] Epoch: [195] [2460/2904] eta: 0:05:34 lr: 0.002159 loss: 0.1869 (0.1966) loss_rec_all: 0.2128 (0.2225) loss_rec_sfr: 0.2781 (0.2895) loss_cl: -0.2783 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [14:35:38.596203] Epoch: [195] [2480/2904] eta: 0:05:19 lr: 0.002159 loss: 0.1841 (0.1965) loss_rec_all: 0.2102 (0.2224) loss_rec_sfr: 0.2344 (0.2891) loss_cl: -0.2790 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [14:35:53.501794] Epoch: [195] [2500/2904] eta: 0:05:04 lr: 0.002159 loss: 0.1876 (0.1965) loss_rec_all: 0.2138 (0.2224) loss_rec_sfr: 0.2625 (0.2890) loss_cl: -0.2786 (-0.2787) time: 0.7452 data: 0.0002 max mem: 29860 [14:36:08.411435] Epoch: [195] [2520/2904] eta: 0:04:49 lr: 0.002159 loss: 0.1885 (0.1965) loss_rec_all: 0.2151 (0.2224) loss_rec_sfr: 0.2630 (0.2890) loss_cl: -0.2791 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [14:36:23.324320] Epoch: [195] [2540/2904] eta: 0:04:34 lr: 0.002159 loss: 0.1833 (0.1965) loss_rec_all: 0.2096 (0.2224) loss_rec_sfr: 0.2725 (0.2890) loss_cl: -0.2794 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [14:36:38.259446] Epoch: [195] [2560/2904] eta: 0:04:18 lr: 0.002159 loss: 0.1841 (0.1965) loss_rec_all: 0.2106 (0.2223) loss_rec_sfr: 0.2702 (0.2889) loss_cl: -0.2790 (-0.2787) time: 0.7467 data: 0.0002 max mem: 29860 [14:36:53.170872] Epoch: [195] [2580/2904] eta: 0:04:03 lr: 0.002159 loss: 0.1846 (0.1964) loss_rec_all: 0.2107 (0.2223) loss_rec_sfr: 0.2601 (0.2887) loss_cl: -0.2800 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [14:37:08.106133] Epoch: [195] [2600/2904] eta: 0:03:48 lr: 0.002159 loss: 0.1837 (0.1964) loss_rec_all: 0.2101 (0.2222) loss_rec_sfr: 0.2715 (0.2887) loss_cl: -0.2797 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [14:37:23.021857] Epoch: [195] [2620/2904] eta: 0:03:33 lr: 0.002159 loss: 0.1823 (0.1963) loss_rec_all: 0.2087 (0.2221) loss_rec_sfr: 0.2526 (0.2884) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [14:37:37.940990] Epoch: [195] [2640/2904] eta: 0:03:18 lr: 0.002159 loss: 0.1884 (0.1963) loss_rec_all: 0.2143 (0.2222) loss_rec_sfr: 0.2900 (0.2887) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [14:37:52.854110] Epoch: [195] [2660/2904] eta: 0:03:03 lr: 0.002159 loss: 0.1835 (0.1963) loss_rec_all: 0.2094 (0.2222) loss_rec_sfr: 0.2725 (0.2887) loss_cl: -0.2796 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [14:38:07.790160] Epoch: [195] [2680/2904] eta: 0:02:48 lr: 0.002159 loss: 0.1859 (0.1963) loss_rec_all: 0.2120 (0.2221) loss_rec_sfr: 0.2657 (0.2885) loss_cl: -0.2796 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [14:38:22.715604] Epoch: [195] [2700/2904] eta: 0:02:33 lr: 0.002159 loss: 0.1851 (0.1962) loss_rec_all: 0.2112 (0.2221) loss_rec_sfr: 0.2838 (0.2885) loss_cl: -0.2793 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [14:38:37.637771] Epoch: [195] [2720/2904] eta: 0:02:18 lr: 0.002159 loss: 0.1835 (0.1963) loss_rec_all: 0.2095 (0.2221) loss_rec_sfr: 0.2739 (0.2886) loss_cl: -0.2780 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [14:38:52.572032] Epoch: [195] [2740/2904] eta: 0:02:03 lr: 0.002159 loss: 0.1831 (0.1962) loss_rec_all: 0.2092 (0.2221) loss_rec_sfr: 0.2683 (0.2884) loss_cl: -0.2796 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [14:39:07.504185] Epoch: [195] [2760/2904] eta: 0:01:48 lr: 0.002159 loss: 0.1862 (0.1962) loss_rec_all: 0.2121 (0.2221) loss_rec_sfr: 0.2691 (0.2884) loss_cl: -0.2788 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [14:39:22.429342] Epoch: [195] [2780/2904] eta: 0:01:33 lr: 0.002159 loss: 0.1854 (0.1962) loss_rec_all: 0.2119 (0.2220) loss_rec_sfr: 0.2655 (0.2883) loss_cl: -0.2806 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [14:39:37.345468] Epoch: [195] [2800/2904] eta: 0:01:18 lr: 0.002159 loss: 0.1851 (0.1962) loss_rec_all: 0.2111 (0.2220) loss_rec_sfr: 0.2658 (0.2883) loss_cl: -0.2793 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [14:39:52.258479] Epoch: [195] [2820/2904] eta: 0:01:03 lr: 0.002159 loss: 0.1881 (0.1962) loss_rec_all: 0.2142 (0.2220) loss_rec_sfr: 0.2696 (0.2883) loss_cl: -0.2796 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [14:40:07.232652] Epoch: [195] [2840/2904] eta: 0:00:48 lr: 0.002159 loss: 0.1853 (0.1962) loss_rec_all: 0.2119 (0.2220) loss_rec_sfr: 0.2794 (0.2884) loss_cl: -0.2792 (-0.2788) time: 0.7487 data: 0.0024 max mem: 29860 [14:40:22.127394] Epoch: [195] [2860/2904] eta: 0:00:33 lr: 0.002159 loss: 0.1851 (0.1962) loss_rec_all: 0.2111 (0.2220) loss_rec_sfr: 0.2807 (0.2885) loss_cl: -0.2800 (-0.2788) time: 0.7447 data: 0.0001 max mem: 29860 [14:40:37.017481] Epoch: [195] [2880/2904] eta: 0:00:18 lr: 0.002159 loss: 0.1881 (0.1962) loss_rec_all: 0.2140 (0.2220) loss_rec_sfr: 0.2668 (0.2885) loss_cl: -0.2794 (-0.2788) time: 0.7445 data: 0.0001 max mem: 29860 [14:40:51.911820] Epoch: [195] [2900/2904] eta: 0:00:03 lr: 0.002159 loss: 0.1823 (0.1961) loss_rec_all: 0.2088 (0.2220) loss_rec_sfr: 0.2712 (0.2885) loss_cl: -0.2802 (-0.2788) time: 0.7447 data: 0.0001 max mem: 29860 [14:40:54.153858] Epoch: [195] [2903/2904] eta: 0:00:00 lr: 0.002159 loss: 0.1826 (0.1962) loss_rec_all: 0.2088 (0.2220) loss_rec_sfr: 0.2740 (0.2885) loss_cl: -0.2795 (-0.2788) time: 0.7448 data: 0.0001 max mem: 29860 [14:40:56.279505] Epoch: [195] Total time: 0:36:25 (0.7527 s / it) [14:40:56.283468] Averaged stats: lr: 0.002159 loss: 0.1826 (0.1989) loss_rec_all: 0.2088 (0.2224) loss_rec_sfr: 0.2740 (0.2895) loss_cl: -0.2795 (-0.2555) [14:40:56.288157] log_dir: ./checkpoint/VF2_ViT-B [14:41:13.556431] Epoch: [196] [ 0/2904] eta: 13:55:44 lr: 0.002159 loss: 0.2469 (0.2469) loss_rec_all: 0.2710 (0.2710) loss_rec_sfr: 0.4644 (0.4644) loss_cl: -0.2733 (-0.2733) time: 17.2674 data: 8.9894 max mem: 29860 [14:41:29.395879] Epoch: [196] [ 20/2904] eta: 1:15:46 lr: 0.002159 loss: 0.1847 (0.1934) loss_rec_all: 0.2105 (0.2192) loss_rec_sfr: 0.2634 (0.2807) loss_cl: -0.2785 (-0.2778) time: 0.7919 data: 0.0495 max mem: 29860 [14:41:44.376329] Epoch: [196] [ 40/2904] eta: 0:55:58 lr: 0.002159 loss: 0.1899 (0.1986) loss_rec_all: 0.2164 (0.2244) loss_rec_sfr: 0.2756 (0.2985) loss_cl: -0.2801 (-0.2788) time: 0.7490 data: 0.0002 max mem: 29860 [14:41:59.247672] Epoch: [196] [ 60/2904] eta: 0:48:55 lr: 0.002159 loss: 0.1853 (0.1962) loss_rec_all: 0.2118 (0.2221) loss_rec_sfr: 0.2689 (0.2910) loss_cl: -0.2798 (-0.2791) time: 0.7435 data: 0.0002 max mem: 29860 [14:42:14.133768] Epoch: [196] [ 80/2904] eta: 0:45:13 lr: 0.002159 loss: 0.1858 (0.1961) loss_rec_all: 0.2119 (0.2219) loss_rec_sfr: 0.2764 (0.2932) loss_cl: -0.2782 (-0.2789) time: 0.7443 data: 0.0002 max mem: 29860 [14:42:29.041987] Epoch: [196] [ 100/2904] eta: 0:42:54 lr: 0.002159 loss: 0.1867 (0.1964) loss_rec_all: 0.2125 (0.2223) loss_rec_sfr: 0.2746 (0.2953) loss_cl: -0.2790 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [14:42:43.960287] Epoch: [196] [ 120/2904] eta: 0:41:17 lr: 0.002159 loss: 0.1846 (0.1961) loss_rec_all: 0.2105 (0.2219) loss_rec_sfr: 0.2768 (0.2940) loss_cl: -0.2787 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [14:42:58.886710] Epoch: [196] [ 140/2904] eta: 0:40:03 lr: 0.002159 loss: 0.1873 (0.1959) loss_rec_all: 0.2134 (0.2217) loss_rec_sfr: 0.2634 (0.2923) loss_cl: -0.2781 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [14:43:13.794985] Epoch: [196] [ 160/2904] eta: 0:39:03 lr: 0.002159 loss: 0.1845 (0.1954) loss_rec_all: 0.2108 (0.2212) loss_rec_sfr: 0.2731 (0.2908) loss_cl: -0.2780 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [14:43:28.697678] Epoch: [196] [ 180/2904] eta: 0:38:13 lr: 0.002159 loss: 0.1921 (0.1963) loss_rec_all: 0.2182 (0.2221) loss_rec_sfr: 0.2713 (0.2925) loss_cl: -0.2783 (-0.2787) time: 0.7451 data: 0.0002 max mem: 29860 [14:43:43.604734] Epoch: [196] [ 200/2904] eta: 0:37:30 lr: 0.002159 loss: 0.1852 (0.1964) loss_rec_all: 0.2112 (0.2222) loss_rec_sfr: 0.2798 (0.2937) loss_cl: -0.2797 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [14:43:58.515266] Epoch: [196] [ 220/2904] eta: 0:36:52 lr: 0.002159 loss: 0.1892 (0.1958) loss_rec_all: 0.2151 (0.2216) loss_rec_sfr: 0.2595 (0.2907) loss_cl: -0.2792 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [14:44:13.427844] Epoch: [196] [ 240/2904] eta: 0:36:19 lr: 0.002159 loss: 0.1824 (0.1955) loss_rec_all: 0.2086 (0.2214) loss_rec_sfr: 0.2671 (0.2900) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [14:44:28.335698] Epoch: [196] [ 260/2904] eta: 0:35:47 lr: 0.002159 loss: 0.1804 (0.1947) loss_rec_all: 0.2064 (0.2206) loss_rec_sfr: 0.2407 (0.2873) loss_cl: -0.2788 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [14:44:43.243875] Epoch: [196] [ 280/2904] eta: 0:35:19 lr: 0.002159 loss: 0.1851 (0.1947) loss_rec_all: 0.2111 (0.2206) loss_rec_sfr: 0.2609 (0.2868) loss_cl: -0.2794 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [14:44:58.184180] Epoch: [196] [ 300/2904] eta: 0:34:52 lr: 0.002159 loss: 0.1904 (0.1950) loss_rec_all: 0.2163 (0.2209) loss_rec_sfr: 0.2639 (0.2873) loss_cl: -0.2788 (-0.2788) time: 0.7470 data: 0.0002 max mem: 29860 [14:45:13.087329] Epoch: [196] [ 320/2904] eta: 0:34:27 lr: 0.002159 loss: 0.1865 (0.1948) loss_rec_all: 0.2127 (0.2207) loss_rec_sfr: 0.2472 (0.2861) loss_cl: -0.2792 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [14:45:28.006190] Epoch: [196] [ 340/2904] eta: 0:34:02 lr: 0.002159 loss: 0.1880 (0.1952) loss_rec_all: 0.2143 (0.2210) loss_rec_sfr: 0.2783 (0.2875) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [14:45:42.919244] Epoch: [196] [ 360/2904] eta: 0:33:39 lr: 0.002159 loss: 0.1826 (0.1950) loss_rec_all: 0.2083 (0.2209) loss_rec_sfr: 0.2402 (0.2868) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [14:45:57.829668] Epoch: [196] [ 380/2904] eta: 0:33:17 lr: 0.002159 loss: 0.1869 (0.1950) loss_rec_all: 0.2129 (0.2209) loss_rec_sfr: 0.2641 (0.2863) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [14:46:12.738343] Epoch: [196] [ 400/2904] eta: 0:32:55 lr: 0.002159 loss: 0.1832 (0.1952) loss_rec_all: 0.2093 (0.2211) loss_rec_sfr: 0.2810 (0.2872) loss_cl: -0.2790 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [14:46:27.646527] Epoch: [196] [ 420/2904] eta: 0:32:34 lr: 0.002159 loss: 0.1860 (0.1953) loss_rec_all: 0.2119 (0.2212) loss_rec_sfr: 0.2704 (0.2879) loss_cl: -0.2786 (-0.2788) time: 0.7453 data: 0.0004 max mem: 29860 [14:46:42.552205] Epoch: [196] [ 440/2904] eta: 0:32:14 lr: 0.002159 loss: 0.1841 (0.1950) loss_rec_all: 0.2100 (0.2209) loss_rec_sfr: 0.2592 (0.2867) loss_cl: -0.2791 (-0.2788) time: 0.7452 data: 0.0004 max mem: 29860 [14:46:57.471235] Epoch: [196] [ 460/2904] eta: 0:31:54 lr: 0.002159 loss: 0.1865 (0.1948) loss_rec_all: 0.2126 (0.2207) loss_rec_sfr: 0.2657 (0.2860) loss_cl: -0.2798 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [14:47:12.398708] Epoch: [196] [ 480/2904] eta: 0:31:35 lr: 0.002159 loss: 0.1821 (0.1946) loss_rec_all: 0.2079 (0.2205) loss_rec_sfr: 0.2651 (0.2850) loss_cl: -0.2795 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [14:47:27.335731] Epoch: [196] [ 500/2904] eta: 0:31:16 lr: 0.002159 loss: 0.1836 (0.1945) loss_rec_all: 0.2093 (0.2204) loss_rec_sfr: 0.2748 (0.2847) loss_cl: -0.2791 (-0.2789) time: 0.7468 data: 0.0002 max mem: 29860 [14:47:42.260054] Epoch: [196] [ 520/2904] eta: 0:30:57 lr: 0.002158 loss: 0.1847 (0.1945) loss_rec_all: 0.2107 (0.2204) loss_rec_sfr: 0.2679 (0.2849) loss_cl: -0.2784 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [14:47:57.186022] Epoch: [196] [ 540/2904] eta: 0:30:39 lr: 0.002158 loss: 0.1856 (0.1943) loss_rec_all: 0.2116 (0.2202) loss_rec_sfr: 0.2623 (0.2838) loss_cl: -0.2787 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [14:48:12.105414] Epoch: [196] [ 560/2904] eta: 0:30:20 lr: 0.002158 loss: 0.1836 (0.1942) loss_rec_all: 0.2097 (0.2201) loss_rec_sfr: 0.2665 (0.2834) loss_cl: -0.2799 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [14:48:27.035349] Epoch: [196] [ 580/2904] eta: 0:30:02 lr: 0.002158 loss: 0.1870 (0.1942) loss_rec_all: 0.2132 (0.2201) loss_rec_sfr: 0.2632 (0.2834) loss_cl: -0.2802 (-0.2789) time: 0.7464 data: 0.0003 max mem: 29860 [14:48:41.971513] Epoch: [196] [ 600/2904] eta: 0:29:45 lr: 0.002158 loss: 0.1829 (0.1942) loss_rec_all: 0.2086 (0.2201) loss_rec_sfr: 0.2679 (0.2834) loss_cl: -0.2784 (-0.2789) time: 0.7468 data: 0.0002 max mem: 29860 [14:48:56.885500] Epoch: [196] [ 620/2904] eta: 0:29:27 lr: 0.002158 loss: 0.1856 (0.1942) loss_rec_all: 0.2119 (0.2201) loss_rec_sfr: 0.2777 (0.2837) loss_cl: -0.2781 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [14:49:11.795642] Epoch: [196] [ 640/2904] eta: 0:29:10 lr: 0.002158 loss: 0.1818 (0.1940) loss_rec_all: 0.2082 (0.2199) loss_rec_sfr: 0.2587 (0.2831) loss_cl: -0.2779 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [14:49:26.708841] Epoch: [196] [ 660/2904] eta: 0:28:52 lr: 0.002158 loss: 0.1811 (0.1940) loss_rec_all: 0.2078 (0.2199) loss_rec_sfr: 0.2630 (0.2825) loss_cl: -0.2799 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [14:49:41.636410] Epoch: [196] [ 680/2904] eta: 0:28:35 lr: 0.002158 loss: 0.1889 (0.1944) loss_rec_all: 0.2151 (0.2203) loss_rec_sfr: 0.2700 (0.2836) loss_cl: -0.2788 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [14:49:56.558837] Epoch: [196] [ 700/2904] eta: 0:28:18 lr: 0.002158 loss: 0.1846 (0.1943) loss_rec_all: 0.2106 (0.2202) loss_rec_sfr: 0.2730 (0.2833) loss_cl: -0.2794 (-0.2789) time: 0.7461 data: 0.0003 max mem: 29860 [14:50:11.481389] Epoch: [196] [ 720/2904] eta: 0:28:01 lr: 0.002158 loss: 0.1856 (0.1943) loss_rec_all: 0.2116 (0.2202) loss_rec_sfr: 0.2595 (0.2833) loss_cl: -0.2791 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [14:50:26.413089] Epoch: [196] [ 740/2904] eta: 0:27:44 lr: 0.002158 loss: 0.1857 (0.1945) loss_rec_all: 0.2115 (0.2204) loss_rec_sfr: 0.2709 (0.2841) loss_cl: -0.2783 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [14:50:41.331729] Epoch: [196] [ 760/2904] eta: 0:27:28 lr: 0.002158 loss: 0.1840 (0.1945) loss_rec_all: 0.2097 (0.2204) loss_rec_sfr: 0.2719 (0.2842) loss_cl: -0.2780 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [14:50:56.252736] Epoch: [196] [ 780/2904] eta: 0:27:11 lr: 0.002158 loss: 0.1847 (0.1945) loss_rec_all: 0.2104 (0.2204) loss_rec_sfr: 0.2718 (0.2843) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [14:51:11.170030] Epoch: [196] [ 800/2904] eta: 0:26:55 lr: 0.002158 loss: 0.1838 (0.1944) loss_rec_all: 0.2101 (0.2203) loss_rec_sfr: 0.2646 (0.2840) loss_cl: -0.2796 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [14:51:26.091126] Epoch: [196] [ 820/2904] eta: 0:26:38 lr: 0.002158 loss: 0.1830 (0.1943) loss_rec_all: 0.2089 (0.2202) loss_rec_sfr: 0.2754 (0.2836) loss_cl: -0.2791 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [14:51:41.016763] Epoch: [196] [ 840/2904] eta: 0:26:22 lr: 0.002158 loss: 0.1898 (0.1944) loss_rec_all: 0.2155 (0.2203) loss_rec_sfr: 0.2761 (0.2840) loss_cl: -0.2784 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [14:51:55.941579] Epoch: [196] [ 860/2904] eta: 0:26:05 lr: 0.002158 loss: 0.1864 (0.1943) loss_rec_all: 0.2124 (0.2202) loss_rec_sfr: 0.2775 (0.2840) loss_cl: -0.2794 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [14:52:10.868733] Epoch: [196] [ 880/2904] eta: 0:25:49 lr: 0.002158 loss: 0.1836 (0.1943) loss_rec_all: 0.2098 (0.2202) loss_rec_sfr: 0.2496 (0.2839) loss_cl: -0.2798 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [14:52:25.789884] Epoch: [196] [ 900/2904] eta: 0:25:33 lr: 0.002158 loss: 0.1835 (0.1944) loss_rec_all: 0.2095 (0.2203) loss_rec_sfr: 0.2588 (0.2843) loss_cl: -0.2783 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [14:52:40.710375] Epoch: [196] [ 920/2904] eta: 0:25:17 lr: 0.002158 loss: 0.1827 (0.1945) loss_rec_all: 0.2088 (0.2204) loss_rec_sfr: 0.2711 (0.2845) loss_cl: -0.2784 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [14:52:55.632271] Epoch: [196] [ 940/2904] eta: 0:25:01 lr: 0.002158 loss: 0.1875 (0.1946) loss_rec_all: 0.2137 (0.2205) loss_rec_sfr: 0.2624 (0.2848) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [14:53:10.557738] Epoch: [196] [ 960/2904] eta: 0:24:45 lr: 0.002158 loss: 0.1879 (0.1947) loss_rec_all: 0.2146 (0.2205) loss_rec_sfr: 0.2457 (0.2846) loss_cl: -0.2791 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [14:53:25.477174] Epoch: [196] [ 980/2904] eta: 0:24:29 lr: 0.002158 loss: 0.1815 (0.1945) loss_rec_all: 0.2079 (0.2204) loss_rec_sfr: 0.2624 (0.2839) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [14:53:40.392789] Epoch: [196] [1000/2904] eta: 0:24:13 lr: 0.002158 loss: 0.1863 (0.1944) loss_rec_all: 0.2127 (0.2203) loss_rec_sfr: 0.2705 (0.2838) loss_cl: -0.2798 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [14:53:55.308032] Epoch: [196] [1020/2904] eta: 0:23:57 lr: 0.002158 loss: 0.1864 (0.1944) loss_rec_all: 0.2124 (0.2203) loss_rec_sfr: 0.2765 (0.2841) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [14:54:10.224523] Epoch: [196] [1040/2904] eta: 0:23:41 lr: 0.002158 loss: 0.1833 (0.1945) loss_rec_all: 0.2098 (0.2204) loss_rec_sfr: 0.2407 (0.2842) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [14:54:25.142995] Epoch: [196] [1060/2904] eta: 0:23:25 lr: 0.002158 loss: 0.1859 (0.1946) loss_rec_all: 0.2120 (0.2205) loss_rec_sfr: 0.2702 (0.2846) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [14:54:40.068259] Epoch: [196] [1080/2904] eta: 0:23:09 lr: 0.002158 loss: 0.1875 (0.1946) loss_rec_all: 0.2132 (0.2205) loss_rec_sfr: 0.2704 (0.2846) loss_cl: -0.2784 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [14:54:54.993646] Epoch: [196] [1100/2904] eta: 0:22:54 lr: 0.002158 loss: 0.1878 (0.1946) loss_rec_all: 0.2139 (0.2205) loss_rec_sfr: 0.2553 (0.2846) loss_cl: -0.2782 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [14:55:09.917511] Epoch: [196] [1120/2904] eta: 0:22:38 lr: 0.002158 loss: 0.1864 (0.1946) loss_rec_all: 0.2127 (0.2205) loss_rec_sfr: 0.2615 (0.2844) loss_cl: -0.2788 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [14:55:24.836289] Epoch: [196] [1140/2904] eta: 0:22:22 lr: 0.002158 loss: 0.1850 (0.1946) loss_rec_all: 0.2115 (0.2205) loss_rec_sfr: 0.2699 (0.2843) loss_cl: -0.2796 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [14:55:39.757789] Epoch: [196] [1160/2904] eta: 0:22:07 lr: 0.002158 loss: 0.1835 (0.1946) loss_rec_all: 0.2096 (0.2205) loss_rec_sfr: 0.2432 (0.2845) loss_cl: -0.2802 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [14:55:54.672320] Epoch: [196] [1180/2904] eta: 0:21:51 lr: 0.002158 loss: 0.1862 (0.1946) loss_rec_all: 0.2126 (0.2205) loss_rec_sfr: 0.2587 (0.2846) loss_cl: -0.2793 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [14:56:09.585458] Epoch: [196] [1200/2904] eta: 0:21:35 lr: 0.002158 loss: 0.1842 (0.1946) loss_rec_all: 0.2102 (0.2205) loss_rec_sfr: 0.2452 (0.2842) loss_cl: -0.2773 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [14:56:24.494086] Epoch: [196] [1220/2904] eta: 0:21:20 lr: 0.002158 loss: 0.1833 (0.1946) loss_rec_all: 0.2094 (0.2205) loss_rec_sfr: 0.2702 (0.2843) loss_cl: -0.2780 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [14:56:39.407366] Epoch: [196] [1240/2904] eta: 0:21:04 lr: 0.002158 loss: 0.1841 (0.1946) loss_rec_all: 0.2106 (0.2205) loss_rec_sfr: 0.2655 (0.2844) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [14:56:54.329394] Epoch: [196] [1260/2904] eta: 0:20:48 lr: 0.002158 loss: 0.1860 (0.1947) loss_rec_all: 0.2122 (0.2206) loss_rec_sfr: 0.2763 (0.2847) loss_cl: -0.2793 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [14:57:09.247320] Epoch: [196] [1280/2904] eta: 0:20:33 lr: 0.002158 loss: 0.1812 (0.1945) loss_rec_all: 0.2073 (0.2204) loss_rec_sfr: 0.2481 (0.2841) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [14:57:24.160952] Epoch: [196] [1300/2904] eta: 0:20:17 lr: 0.002158 loss: 0.1848 (0.1945) loss_rec_all: 0.2109 (0.2204) loss_rec_sfr: 0.2640 (0.2841) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [14:57:39.080181] Epoch: [196] [1320/2904] eta: 0:20:02 lr: 0.002158 loss: 0.1877 (0.1945) loss_rec_all: 0.2137 (0.2203) loss_rec_sfr: 0.2771 (0.2841) loss_cl: -0.2794 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [14:57:53.997859] Epoch: [196] [1340/2904] eta: 0:19:46 lr: 0.002158 loss: 0.1908 (0.1945) loss_rec_all: 0.2167 (0.2204) loss_rec_sfr: 0.2734 (0.2843) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [14:58:08.910558] Epoch: [196] [1360/2904] eta: 0:19:31 lr: 0.002158 loss: 0.1857 (0.1946) loss_rec_all: 0.2121 (0.2205) loss_rec_sfr: 0.2691 (0.2844) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [14:58:23.835226] Epoch: [196] [1380/2904] eta: 0:19:15 lr: 0.002158 loss: 0.1829 (0.1945) loss_rec_all: 0.2090 (0.2204) loss_rec_sfr: 0.2812 (0.2846) loss_cl: -0.2793 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [14:58:38.752756] Epoch: [196] [1400/2904] eta: 0:19:00 lr: 0.002158 loss: 0.1837 (0.1946) loss_rec_all: 0.2100 (0.2204) loss_rec_sfr: 0.2678 (0.2847) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [14:58:53.668326] Epoch: [196] [1420/2904] eta: 0:18:45 lr: 0.002158 loss: 0.1835 (0.1945) loss_rec_all: 0.2099 (0.2204) loss_rec_sfr: 0.2349 (0.2843) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [14:59:08.583659] Epoch: [196] [1440/2904] eta: 0:18:29 lr: 0.002158 loss: 0.1843 (0.1945) loss_rec_all: 0.2104 (0.2204) loss_rec_sfr: 0.2770 (0.2844) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [14:59:23.495360] Epoch: [196] [1460/2904] eta: 0:18:14 lr: 0.002158 loss: 0.1893 (0.1945) loss_rec_all: 0.2152 (0.2204) loss_rec_sfr: 0.2556 (0.2844) loss_cl: -0.2798 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [14:59:38.414294] Epoch: [196] [1480/2904] eta: 0:17:58 lr: 0.002158 loss: 0.1849 (0.1946) loss_rec_all: 0.2111 (0.2204) loss_rec_sfr: 0.2790 (0.2847) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [14:59:53.327300] Epoch: [196] [1500/2904] eta: 0:17:43 lr: 0.002157 loss: 0.1857 (0.1946) loss_rec_all: 0.2115 (0.2205) loss_rec_sfr: 0.2786 (0.2848) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [15:00:08.243893] Epoch: [196] [1520/2904] eta: 0:17:28 lr: 0.002157 loss: 0.1824 (0.1945) loss_rec_all: 0.2083 (0.2204) loss_rec_sfr: 0.2677 (0.2847) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [15:00:23.162910] Epoch: [196] [1540/2904] eta: 0:17:12 lr: 0.002157 loss: 0.1859 (0.1946) loss_rec_all: 0.2116 (0.2205) loss_rec_sfr: 0.2840 (0.2851) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [15:00:38.079044] Epoch: [196] [1560/2904] eta: 0:16:57 lr: 0.002157 loss: 0.1886 (0.1946) loss_rec_all: 0.2146 (0.2205) loss_rec_sfr: 0.2697 (0.2851) loss_cl: -0.2780 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [15:00:52.994069] Epoch: [196] [1580/2904] eta: 0:16:42 lr: 0.002157 loss: 0.1890 (0.1946) loss_rec_all: 0.2148 (0.2205) loss_rec_sfr: 0.2783 (0.2851) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [15:01:07.911041] Epoch: [196] [1600/2904] eta: 0:16:26 lr: 0.002157 loss: 0.1863 (0.1946) loss_rec_all: 0.2126 (0.2205) loss_rec_sfr: 0.2410 (0.2850) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [15:01:22.828065] Epoch: [196] [1620/2904] eta: 0:16:11 lr: 0.002157 loss: 0.1853 (0.1946) loss_rec_all: 0.2118 (0.2205) loss_rec_sfr: 0.2470 (0.2847) loss_cl: -0.2793 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [15:01:37.740893] Epoch: [196] [1640/2904] eta: 0:15:56 lr: 0.002157 loss: 0.1856 (0.1946) loss_rec_all: 0.2117 (0.2205) loss_rec_sfr: 0.2437 (0.2847) loss_cl: -0.2801 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [15:01:52.654852] Epoch: [196] [1660/2904] eta: 0:15:40 lr: 0.002157 loss: 0.1823 (0.1946) loss_rec_all: 0.2085 (0.2205) loss_rec_sfr: 0.2675 (0.2848) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [15:02:07.578207] Epoch: [196] [1680/2904] eta: 0:15:25 lr: 0.002157 loss: 0.1901 (0.1947) loss_rec_all: 0.2158 (0.2206) loss_rec_sfr: 0.2794 (0.2850) loss_cl: -0.2779 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [15:02:22.501863] Epoch: [196] [1700/2904] eta: 0:15:10 lr: 0.002157 loss: 0.1864 (0.1947) loss_rec_all: 0.2129 (0.2206) loss_rec_sfr: 0.2681 (0.2849) loss_cl: -0.2785 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [15:02:37.420239] Epoch: [196] [1720/2904] eta: 0:14:55 lr: 0.002157 loss: 0.1933 (0.1949) loss_rec_all: 0.2193 (0.2207) loss_rec_sfr: 0.2866 (0.2856) loss_cl: -0.2779 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [15:02:52.335776] Epoch: [196] [1740/2904] eta: 0:14:39 lr: 0.002157 loss: 0.1863 (0.1948) loss_rec_all: 0.2126 (0.2207) loss_rec_sfr: 0.2720 (0.2855) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [15:03:07.248704] Epoch: [196] [1760/2904] eta: 0:14:24 lr: 0.002157 loss: 0.1869 (0.1949) loss_rec_all: 0.2128 (0.2207) loss_rec_sfr: 0.2667 (0.2856) loss_cl: -0.2797 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [15:03:22.162077] Epoch: [196] [1780/2904] eta: 0:14:09 lr: 0.002157 loss: 0.1853 (0.1948) loss_rec_all: 0.2113 (0.2207) loss_rec_sfr: 0.2710 (0.2855) loss_cl: -0.2795 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [15:03:37.073592] Epoch: [196] [1800/2904] eta: 0:13:54 lr: 0.002157 loss: 0.1855 (0.1949) loss_rec_all: 0.2117 (0.2208) loss_rec_sfr: 0.2775 (0.2858) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [15:03:51.990005] Epoch: [196] [1820/2904] eta: 0:13:38 lr: 0.002157 loss: 0.1881 (0.1949) loss_rec_all: 0.2145 (0.2208) loss_rec_sfr: 0.2604 (0.2858) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [15:04:06.900417] Epoch: [196] [1840/2904] eta: 0:13:23 lr: 0.002157 loss: 0.1831 (0.1949) loss_rec_all: 0.2092 (0.2208) loss_rec_sfr: 0.2819 (0.2861) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [15:04:21.815341] Epoch: [196] [1860/2904] eta: 0:13:08 lr: 0.002157 loss: 0.1893 (0.1951) loss_rec_all: 0.2156 (0.2209) loss_rec_sfr: 0.2706 (0.2864) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [15:04:36.718694] Epoch: [196] [1880/2904] eta: 0:12:53 lr: 0.002157 loss: 0.1839 (0.1950) loss_rec_all: 0.2100 (0.2209) loss_rec_sfr: 0.2335 (0.2862) loss_cl: -0.2786 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [15:04:51.626924] Epoch: [196] [1900/2904] eta: 0:12:38 lr: 0.002157 loss: 0.1836 (0.1951) loss_rec_all: 0.2099 (0.2210) loss_rec_sfr: 0.2775 (0.2865) loss_cl: -0.2780 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [15:05:06.530673] Epoch: [196] [1920/2904] eta: 0:12:22 lr: 0.002157 loss: 0.1890 (0.1952) loss_rec_all: 0.2148 (0.2211) loss_rec_sfr: 0.2698 (0.2867) loss_cl: -0.2785 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [15:05:21.439166] Epoch: [196] [1940/2904] eta: 0:12:07 lr: 0.002157 loss: 0.1906 (0.1953) loss_rec_all: 0.2167 (0.2212) loss_rec_sfr: 0.2839 (0.2870) loss_cl: -0.2791 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [15:05:36.349217] Epoch: [196] [1960/2904] eta: 0:11:52 lr: 0.002157 loss: 0.1858 (0.1954) loss_rec_all: 0.2117 (0.2213) loss_rec_sfr: 0.2894 (0.2876) loss_cl: -0.2801 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [15:05:51.256271] Epoch: [196] [1980/2904] eta: 0:11:37 lr: 0.002157 loss: 0.1934 (0.1955) loss_rec_all: 0.2192 (0.2214) loss_rec_sfr: 0.2703 (0.2880) loss_cl: -0.2787 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [15:06:06.166318] Epoch: [196] [2000/2904] eta: 0:11:22 lr: 0.002157 loss: 0.1847 (0.1955) loss_rec_all: 0.2107 (0.2213) loss_rec_sfr: 0.2743 (0.2878) loss_cl: -0.2781 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [15:06:21.077494] Epoch: [196] [2020/2904] eta: 0:11:06 lr: 0.002157 loss: 0.1908 (0.1955) loss_rec_all: 0.2167 (0.2214) loss_rec_sfr: 0.2695 (0.2879) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [15:06:35.980618] Epoch: [196] [2040/2904] eta: 0:10:51 lr: 0.002157 loss: 0.1840 (0.1955) loss_rec_all: 0.2097 (0.2214) loss_rec_sfr: 0.2710 (0.2880) loss_cl: -0.2803 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [15:06:50.889032] Epoch: [196] [2060/2904] eta: 0:10:36 lr: 0.002157 loss: 0.1864 (0.1956) loss_rec_all: 0.2121 (0.2215) loss_rec_sfr: 0.2724 (0.2882) loss_cl: -0.2778 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [15:07:05.803096] Epoch: [196] [2080/2904] eta: 0:10:21 lr: 0.002157 loss: 0.1844 (0.1956) loss_rec_all: 0.2102 (0.2214) loss_rec_sfr: 0.2770 (0.2882) loss_cl: -0.2794 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [15:07:20.711611] Epoch: [196] [2100/2904] eta: 0:10:06 lr: 0.002157 loss: 0.1864 (0.1955) loss_rec_all: 0.2122 (0.2214) loss_rec_sfr: 0.2425 (0.2879) loss_cl: -0.2782 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [15:07:35.617561] Epoch: [196] [2120/2904] eta: 0:09:51 lr: 0.002157 loss: 0.1853 (0.1955) loss_rec_all: 0.2109 (0.2214) loss_rec_sfr: 0.2698 (0.2879) loss_cl: -0.2782 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [15:07:50.522755] Epoch: [196] [2140/2904] eta: 0:09:35 lr: 0.002157 loss: 0.1841 (0.1955) loss_rec_all: 0.2102 (0.2214) loss_rec_sfr: 0.2735 (0.2880) loss_cl: -0.2787 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [15:08:05.434237] Epoch: [196] [2160/2904] eta: 0:09:20 lr: 0.002157 loss: 0.1838 (0.1955) loss_rec_all: 0.2095 (0.2213) loss_rec_sfr: 0.2721 (0.2879) loss_cl: -0.2792 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [15:08:20.342512] Epoch: [196] [2180/2904] eta: 0:09:05 lr: 0.002157 loss: 0.1858 (0.1955) loss_rec_all: 0.2120 (0.2214) loss_rec_sfr: 0.2717 (0.2881) loss_cl: -0.2784 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [15:08:35.251024] Epoch: [196] [2200/2904] eta: 0:08:50 lr: 0.002157 loss: 0.1874 (0.1955) loss_rec_all: 0.2132 (0.2214) loss_rec_sfr: 0.2779 (0.2882) loss_cl: -0.2788 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [15:08:50.156433] Epoch: [196] [2220/2904] eta: 0:08:35 lr: 0.002157 loss: 0.1924 (0.1956) loss_rec_all: 0.2183 (0.2215) loss_rec_sfr: 0.2679 (0.2884) loss_cl: -0.2789 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [15:09:05.061496] Epoch: [196] [2240/2904] eta: 0:08:20 lr: 0.002157 loss: 0.1868 (0.1956) loss_rec_all: 0.2131 (0.2215) loss_rec_sfr: 0.2717 (0.2884) loss_cl: -0.2788 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [15:09:19.967547] Epoch: [196] [2260/2904] eta: 0:08:05 lr: 0.002157 loss: 0.1889 (0.1956) loss_rec_all: 0.2148 (0.2214) loss_rec_sfr: 0.2693 (0.2883) loss_cl: -0.2793 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [15:09:34.875213] Epoch: [196] [2280/2904] eta: 0:07:50 lr: 0.002157 loss: 0.1834 (0.1956) loss_rec_all: 0.2097 (0.2214) loss_rec_sfr: 0.2630 (0.2882) loss_cl: -0.2794 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [15:09:49.778926] Epoch: [196] [2300/2904] eta: 0:07:35 lr: 0.002157 loss: 0.1870 (0.1956) loss_rec_all: 0.2133 (0.2214) loss_rec_sfr: 0.2444 (0.2881) loss_cl: -0.2787 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [15:10:04.684050] Epoch: [196] [2320/2904] eta: 0:07:19 lr: 0.002157 loss: 0.1852 (0.1956) loss_rec_all: 0.2113 (0.2215) loss_rec_sfr: 0.2733 (0.2882) loss_cl: -0.2777 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [15:10:19.604261] Epoch: [196] [2340/2904] eta: 0:07:04 lr: 0.002157 loss: 0.1857 (0.1956) loss_rec_all: 0.2116 (0.2214) loss_rec_sfr: 0.2657 (0.2881) loss_cl: -0.2793 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [15:10:34.514764] Epoch: [196] [2360/2904] eta: 0:06:49 lr: 0.002157 loss: 0.1894 (0.1957) loss_rec_all: 0.2152 (0.2215) loss_rec_sfr: 0.2776 (0.2883) loss_cl: -0.2794 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [15:10:49.446156] Epoch: [196] [2380/2904] eta: 0:06:34 lr: 0.002157 loss: 0.1822 (0.1956) loss_rec_all: 0.2083 (0.2215) loss_rec_sfr: 0.2390 (0.2881) loss_cl: -0.2790 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [15:11:04.356406] Epoch: [196] [2400/2904] eta: 0:06:19 lr: 0.002157 loss: 0.1887 (0.1957) loss_rec_all: 0.2148 (0.2216) loss_rec_sfr: 0.2816 (0.2884) loss_cl: -0.2792 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [15:11:19.258950] Epoch: [196] [2420/2904] eta: 0:06:04 lr: 0.002157 loss: 0.1869 (0.1956) loss_rec_all: 0.2129 (0.2215) loss_rec_sfr: 0.2613 (0.2882) loss_cl: -0.2784 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [15:11:34.165613] Epoch: [196] [2440/2904] eta: 0:05:49 lr: 0.002157 loss: 0.1868 (0.1957) loss_rec_all: 0.2126 (0.2216) loss_rec_sfr: 0.2751 (0.2883) loss_cl: -0.2788 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [15:11:49.074376] Epoch: [196] [2460/2904] eta: 0:05:34 lr: 0.002156 loss: 0.1859 (0.1957) loss_rec_all: 0.2118 (0.2215) loss_rec_sfr: 0.2688 (0.2882) loss_cl: -0.2783 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [15:12:03.984031] Epoch: [196] [2480/2904] eta: 0:05:19 lr: 0.002156 loss: 0.1836 (0.1957) loss_rec_all: 0.2100 (0.2215) loss_rec_sfr: 0.2420 (0.2880) loss_cl: -0.2798 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [15:12:18.892241] Epoch: [196] [2500/2904] eta: 0:05:04 lr: 0.002156 loss: 0.1873 (0.1957) loss_rec_all: 0.2130 (0.2215) loss_rec_sfr: 0.2744 (0.2880) loss_cl: -0.2790 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [15:12:33.800048] Epoch: [196] [2520/2904] eta: 0:04:49 lr: 0.002156 loss: 0.1856 (0.1956) loss_rec_all: 0.2115 (0.2215) loss_rec_sfr: 0.2691 (0.2880) loss_cl: -0.2787 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [15:12:48.724461] Epoch: [196] [2540/2904] eta: 0:04:33 lr: 0.002156 loss: 0.1873 (0.1956) loss_rec_all: 0.2134 (0.2214) loss_rec_sfr: 0.2599 (0.2877) loss_cl: -0.2792 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [15:13:03.627581] Epoch: [196] [2560/2904] eta: 0:04:18 lr: 0.002156 loss: 0.1849 (0.1956) loss_rec_all: 0.2113 (0.2215) loss_rec_sfr: 0.2663 (0.2877) loss_cl: -0.2788 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [15:13:18.531824] Epoch: [196] [2580/2904] eta: 0:04:03 lr: 0.002156 loss: 0.1927 (0.1957) loss_rec_all: 0.2188 (0.2215) loss_rec_sfr: 0.2868 (0.2880) loss_cl: -0.2787 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [15:13:33.433236] Epoch: [196] [2600/2904] eta: 0:03:48 lr: 0.002156 loss: 0.1870 (0.1957) loss_rec_all: 0.2130 (0.2216) loss_rec_sfr: 0.2776 (0.2882) loss_cl: -0.2787 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [15:13:48.340297] Epoch: [196] [2620/2904] eta: 0:03:33 lr: 0.002156 loss: 0.1832 (0.1957) loss_rec_all: 0.2089 (0.2216) loss_rec_sfr: 0.2830 (0.2883) loss_cl: -0.2790 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [15:14:03.243865] Epoch: [196] [2640/2904] eta: 0:03:18 lr: 0.002156 loss: 0.1848 (0.1957) loss_rec_all: 0.2108 (0.2216) loss_rec_sfr: 0.2765 (0.2884) loss_cl: -0.2791 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [15:14:18.153973] Epoch: [196] [2660/2904] eta: 0:03:03 lr: 0.002156 loss: 0.1865 (0.1958) loss_rec_all: 0.2123 (0.2217) loss_rec_sfr: 0.2842 (0.2886) loss_cl: -0.2782 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [15:14:33.061480] Epoch: [196] [2680/2904] eta: 0:02:48 lr: 0.002156 loss: 0.1812 (0.1958) loss_rec_all: 0.2073 (0.2217) loss_rec_sfr: 0.2660 (0.2886) loss_cl: -0.2783 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [15:14:47.965178] Epoch: [196] [2700/2904] eta: 0:02:33 lr: 0.002156 loss: 0.1848 (0.1958) loss_rec_all: 0.2108 (0.2217) loss_rec_sfr: 0.2809 (0.2888) loss_cl: -0.2792 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [15:15:02.874348] Epoch: [196] [2720/2904] eta: 0:02:18 lr: 0.002156 loss: 0.1863 (0.1958) loss_rec_all: 0.2126 (0.2217) loss_rec_sfr: 0.2402 (0.2888) loss_cl: -0.2798 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [15:15:17.784861] Epoch: [196] [2740/2904] eta: 0:02:03 lr: 0.002156 loss: 0.1864 (0.1959) loss_rec_all: 0.2125 (0.2217) loss_rec_sfr: 0.2757 (0.2889) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [15:15:32.696199] Epoch: [196] [2760/2904] eta: 0:01:48 lr: 0.002156 loss: 0.1848 (0.1959) loss_rec_all: 0.2111 (0.2217) loss_rec_sfr: 0.2642 (0.2888) loss_cl: -0.2785 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [15:15:47.603789] Epoch: [196] [2780/2904] eta: 0:01:33 lr: 0.002156 loss: 0.1852 (0.1958) loss_rec_all: 0.2109 (0.2217) loss_rec_sfr: 0.2557 (0.2887) loss_cl: -0.2784 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [15:16:02.511305] Epoch: [196] [2800/2904] eta: 0:01:18 lr: 0.002156 loss: 0.1824 (0.1959) loss_rec_all: 0.2087 (0.2217) loss_rec_sfr: 0.2813 (0.2888) loss_cl: -0.2793 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [15:16:17.414419] Epoch: [196] [2820/2904] eta: 0:01:03 lr: 0.002156 loss: 0.1870 (0.1959) loss_rec_all: 0.2131 (0.2217) loss_rec_sfr: 0.2718 (0.2889) loss_cl: -0.2800 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [15:16:32.355130] Epoch: [196] [2840/2904] eta: 0:00:48 lr: 0.002156 loss: 0.1841 (0.1958) loss_rec_all: 0.2106 (0.2217) loss_rec_sfr: 0.2443 (0.2886) loss_cl: -0.2793 (-0.2788) time: 0.7470 data: 0.0024 max mem: 29860 [15:16:47.247177] Epoch: [196] [2860/2904] eta: 0:00:33 lr: 0.002156 loss: 0.1889 (0.1959) loss_rec_all: 0.2151 (0.2217) loss_rec_sfr: 0.2788 (0.2888) loss_cl: -0.2789 (-0.2788) time: 0.7446 data: 0.0001 max mem: 29860 [15:17:02.138587] Epoch: [196] [2880/2904] eta: 0:00:18 lr: 0.002156 loss: 0.1841 (0.1959) loss_rec_all: 0.2104 (0.2217) loss_rec_sfr: 0.2360 (0.2887) loss_cl: -0.2782 (-0.2788) time: 0.7445 data: 0.0001 max mem: 29860 [15:17:17.033345] Epoch: [196] [2900/2904] eta: 0:00:03 lr: 0.002156 loss: 0.1855 (0.1958) loss_rec_all: 0.2116 (0.2217) loss_rec_sfr: 0.2713 (0.2885) loss_cl: -0.2790 (-0.2788) time: 0.7447 data: 0.0001 max mem: 29860 [15:17:19.273628] Epoch: [196] [2903/2904] eta: 0:00:00 lr: 0.002156 loss: 0.1854 (0.1958) loss_rec_all: 0.2113 (0.2217) loss_rec_sfr: 0.2724 (0.2885) loss_cl: -0.2790 (-0.2788) time: 0.7446 data: 0.0001 max mem: 29860 [15:17:21.384715] Epoch: [196] Total time: 0:36:25 (0.7524 s / it) [15:17:21.391705] Averaged stats: lr: 0.002156 loss: 0.1854 (0.1985) loss_rec_all: 0.2113 (0.2221) loss_rec_sfr: 0.2724 (0.2894) loss_cl: -0.2790 (-0.2555) [15:17:21.396411] log_dir: ./checkpoint/VF2_ViT-B [15:17:38.597064] Epoch: [197] [ 0/2904] eta: 13:52:28 lr: 0.002156 loss: 0.2449 (0.2449) loss_rec_all: 0.2693 (0.2693) loss_rec_sfr: 0.4556 (0.4556) loss_cl: -0.2761 (-0.2761) time: 17.1999 data: 13.8094 max mem: 29860 [15:17:54.852425] Epoch: [197] [ 20/2904] eta: 1:16:34 lr: 0.002156 loss: 0.1878 (0.1979) loss_rec_all: 0.2139 (0.2237) loss_rec_sfr: 0.2700 (0.2968) loss_cl: -0.2790 (-0.2788) time: 0.8127 data: 0.0534 max mem: 29860 [15:18:09.720400] Epoch: [197] [ 40/2904] eta: 0:56:15 lr: 0.002156 loss: 0.1843 (0.1993) loss_rec_all: 0.2101 (0.2250) loss_rec_sfr: 0.2819 (0.3060) loss_cl: -0.2789 (-0.2788) time: 0.7434 data: 0.0002 max mem: 29860 [15:18:24.603709] Epoch: [197] [ 60/2904] eta: 0:49:06 lr: 0.002156 loss: 0.1838 (0.1958) loss_rec_all: 0.2103 (0.2216) loss_rec_sfr: 0.2711 (0.2943) loss_cl: -0.2792 (-0.2789) time: 0.7441 data: 0.0002 max mem: 29860 [15:18:39.491634] Epoch: [197] [ 80/2904] eta: 0:45:22 lr: 0.002156 loss: 0.1831 (0.1944) loss_rec_all: 0.2091 (0.2203) loss_rec_sfr: 0.2750 (0.2899) loss_cl: -0.2793 (-0.2790) time: 0.7444 data: 0.0002 max mem: 29860 [15:18:54.403359] Epoch: [197] [ 100/2904] eta: 0:43:01 lr: 0.002156 loss: 0.1870 (0.1954) loss_rec_all: 0.2129 (0.2212) loss_rec_sfr: 0.2814 (0.2946) loss_cl: -0.2791 (-0.2789) time: 0.7455 data: 0.0003 max mem: 29860 [15:19:09.303828] Epoch: [197] [ 120/2904] eta: 0:41:22 lr: 0.002156 loss: 0.1882 (0.1958) loss_rec_all: 0.2147 (0.2217) loss_rec_sfr: 0.2650 (0.2924) loss_cl: -0.2792 (-0.2789) time: 0.7450 data: 0.0003 max mem: 29860 [15:19:24.233774] Epoch: [197] [ 140/2904] eta: 0:40:07 lr: 0.002156 loss: 0.1863 (0.1948) loss_rec_all: 0.2122 (0.2206) loss_rec_sfr: 0.2479 (0.2880) loss_cl: -0.2784 (-0.2788) time: 0.7464 data: 0.0004 max mem: 29860 [15:19:39.152198] Epoch: [197] [ 160/2904] eta: 0:39:07 lr: 0.002156 loss: 0.1846 (0.1945) loss_rec_all: 0.2110 (0.2204) loss_rec_sfr: 0.2681 (0.2865) loss_cl: -0.2793 (-0.2789) time: 0.7458 data: 0.0003 max mem: 29860 [15:19:54.073927] Epoch: [197] [ 180/2904] eta: 0:38:17 lr: 0.002156 loss: 0.1816 (0.1937) loss_rec_all: 0.2073 (0.2196) loss_rec_sfr: 0.2710 (0.2840) loss_cl: -0.2788 (-0.2789) time: 0.7460 data: 0.0004 max mem: 29860 [15:20:08.991917] Epoch: [197] [ 200/2904] eta: 0:37:34 lr: 0.002156 loss: 0.1822 (0.1937) loss_rec_all: 0.2084 (0.2196) loss_rec_sfr: 0.2739 (0.2846) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [15:20:23.906826] Epoch: [197] [ 220/2904] eta: 0:36:56 lr: 0.002156 loss: 0.1863 (0.1941) loss_rec_all: 0.2125 (0.2200) loss_rec_sfr: 0.2711 (0.2857) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [15:20:38.824565] Epoch: [197] [ 240/2904] eta: 0:36:22 lr: 0.002156 loss: 0.1868 (0.1944) loss_rec_all: 0.2128 (0.2203) loss_rec_sfr: 0.2661 (0.2859) loss_cl: -0.2793 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [15:20:53.745513] Epoch: [197] [ 260/2904] eta: 0:35:50 lr: 0.002156 loss: 0.1850 (0.1942) loss_rec_all: 0.2109 (0.2201) loss_rec_sfr: 0.2356 (0.2846) loss_cl: -0.2791 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [15:21:08.651377] Epoch: [197] [ 280/2904] eta: 0:35:21 lr: 0.002156 loss: 0.1828 (0.1938) loss_rec_all: 0.2089 (0.2197) loss_rec_sfr: 0.2347 (0.2828) loss_cl: -0.2786 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [15:21:23.584578] Epoch: [197] [ 300/2904] eta: 0:34:55 lr: 0.002156 loss: 0.1903 (0.1941) loss_rec_all: 0.2163 (0.2200) loss_rec_sfr: 0.2825 (0.2839) loss_cl: -0.2787 (-0.2789) time: 0.7466 data: 0.0002 max mem: 29860 [15:21:38.494199] Epoch: [197] [ 320/2904] eta: 0:34:29 lr: 0.002156 loss: 0.1864 (0.1946) loss_rec_all: 0.2125 (0.2205) loss_rec_sfr: 0.2722 (0.2852) loss_cl: -0.2786 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [15:21:53.404681] Epoch: [197] [ 340/2904] eta: 0:34:05 lr: 0.002156 loss: 0.1878 (0.1945) loss_rec_all: 0.2137 (0.2204) loss_rec_sfr: 0.2639 (0.2846) loss_cl: -0.2779 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [15:22:08.311783] Epoch: [197] [ 360/2904] eta: 0:33:41 lr: 0.002156 loss: 0.1996 (0.1956) loss_rec_all: 0.2255 (0.2214) loss_rec_sfr: 0.2795 (0.2878) loss_cl: -0.2786 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [15:22:23.225493] Epoch: [197] [ 380/2904] eta: 0:33:19 lr: 0.002156 loss: 0.1853 (0.1957) loss_rec_all: 0.2115 (0.2216) loss_rec_sfr: 0.2721 (0.2884) loss_cl: -0.2797 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [15:22:38.135468] Epoch: [197] [ 400/2904] eta: 0:32:57 lr: 0.002156 loss: 0.1867 (0.1960) loss_rec_all: 0.2129 (0.2219) loss_rec_sfr: 0.2710 (0.2890) loss_cl: -0.2792 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [15:22:53.047257] Epoch: [197] [ 420/2904] eta: 0:32:36 lr: 0.002156 loss: 0.1818 (0.1955) loss_rec_all: 0.2080 (0.2214) loss_rec_sfr: 0.2375 (0.2869) loss_cl: -0.2791 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [15:23:07.957874] Epoch: [197] [ 440/2904] eta: 0:32:16 lr: 0.002156 loss: 0.1867 (0.1957) loss_rec_all: 0.2127 (0.2215) loss_rec_sfr: 0.2754 (0.2878) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [15:23:22.865449] Epoch: [197] [ 460/2904] eta: 0:31:56 lr: 0.002156 loss: 0.1894 (0.1963) loss_rec_all: 0.2154 (0.2222) loss_rec_sfr: 0.2863 (0.2900) loss_cl: -0.2785 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [15:23:37.775588] Epoch: [197] [ 480/2904] eta: 0:31:36 lr: 0.002156 loss: 0.1842 (0.1964) loss_rec_all: 0.2108 (0.2222) loss_rec_sfr: 0.2794 (0.2906) loss_cl: -0.2794 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [15:23:52.688929] Epoch: [197] [ 500/2904] eta: 0:31:17 lr: 0.002156 loss: 0.1846 (0.1962) loss_rec_all: 0.2111 (0.2221) loss_rec_sfr: 0.2750 (0.2900) loss_cl: -0.2788 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [15:24:07.606998] Epoch: [197] [ 520/2904] eta: 0:30:58 lr: 0.002155 loss: 0.1936 (0.1964) loss_rec_all: 0.2196 (0.2223) loss_rec_sfr: 0.2784 (0.2907) loss_cl: -0.2781 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [15:24:22.525866] Epoch: [197] [ 540/2904] eta: 0:30:40 lr: 0.002155 loss: 0.1848 (0.1963) loss_rec_all: 0.2104 (0.2221) loss_rec_sfr: 0.2656 (0.2900) loss_cl: -0.2778 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [15:24:37.440959] Epoch: [197] [ 560/2904] eta: 0:30:21 lr: 0.002155 loss: 0.1881 (0.1965) loss_rec_all: 0.2143 (0.2223) loss_rec_sfr: 0.2651 (0.2906) loss_cl: -0.2784 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [15:24:52.360535] Epoch: [197] [ 580/2904] eta: 0:30:03 lr: 0.002155 loss: 0.1865 (0.1964) loss_rec_all: 0.2125 (0.2223) loss_rec_sfr: 0.2635 (0.2902) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [15:25:07.274908] Epoch: [197] [ 600/2904] eta: 0:29:45 lr: 0.002155 loss: 0.1958 (0.1968) loss_rec_all: 0.2218 (0.2227) loss_rec_sfr: 0.2840 (0.2917) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [15:25:22.193550] Epoch: [197] [ 620/2904] eta: 0:29:28 lr: 0.002155 loss: 0.1848 (0.1968) loss_rec_all: 0.2109 (0.2226) loss_rec_sfr: 0.2365 (0.2912) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [15:25:37.106315] Epoch: [197] [ 640/2904] eta: 0:29:10 lr: 0.002155 loss: 0.1837 (0.1964) loss_rec_all: 0.2098 (0.2223) loss_rec_sfr: 0.2602 (0.2903) loss_cl: -0.2800 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [15:25:52.022990] Epoch: [197] [ 660/2904] eta: 0:28:53 lr: 0.002155 loss: 0.1888 (0.1965) loss_rec_all: 0.2146 (0.2224) loss_rec_sfr: 0.2615 (0.2905) loss_cl: -0.2794 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [15:26:06.935527] Epoch: [197] [ 680/2904] eta: 0:28:36 lr: 0.002155 loss: 0.1879 (0.1964) loss_rec_all: 0.2141 (0.2222) loss_rec_sfr: 0.2625 (0.2897) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [15:26:21.866570] Epoch: [197] [ 700/2904] eta: 0:28:19 lr: 0.002155 loss: 0.1935 (0.1967) loss_rec_all: 0.2196 (0.2226) loss_rec_sfr: 0.2761 (0.2908) loss_cl: -0.2781 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [15:26:36.784107] Epoch: [197] [ 720/2904] eta: 0:28:02 lr: 0.002155 loss: 0.1851 (0.1967) loss_rec_all: 0.2112 (0.2225) loss_rec_sfr: 0.2553 (0.2905) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [15:26:51.705888] Epoch: [197] [ 740/2904] eta: 0:27:45 lr: 0.002155 loss: 0.1867 (0.1967) loss_rec_all: 0.2127 (0.2225) loss_rec_sfr: 0.2698 (0.2904) loss_cl: -0.2796 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [15:27:06.619628] Epoch: [197] [ 760/2904] eta: 0:27:28 lr: 0.002155 loss: 0.1875 (0.1968) loss_rec_all: 0.2135 (0.2226) loss_rec_sfr: 0.2719 (0.2908) loss_cl: -0.2800 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [15:27:21.551205] Epoch: [197] [ 780/2904] eta: 0:27:12 lr: 0.002155 loss: 0.1867 (0.1967) loss_rec_all: 0.2123 (0.2226) loss_rec_sfr: 0.2616 (0.2905) loss_cl: -0.2782 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [15:27:36.477137] Epoch: [197] [ 800/2904] eta: 0:26:55 lr: 0.002155 loss: 0.1874 (0.1969) loss_rec_all: 0.2136 (0.2227) loss_rec_sfr: 0.2819 (0.2912) loss_cl: -0.2778 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [15:27:51.401062] Epoch: [197] [ 820/2904] eta: 0:26:39 lr: 0.002155 loss: 0.1856 (0.1969) loss_rec_all: 0.2115 (0.2227) loss_rec_sfr: 0.2713 (0.2913) loss_cl: -0.2789 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [15:28:06.319305] Epoch: [197] [ 840/2904] eta: 0:26:22 lr: 0.002155 loss: 0.1904 (0.1971) loss_rec_all: 0.2164 (0.2229) loss_rec_sfr: 0.2766 (0.2921) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [15:28:21.234510] Epoch: [197] [ 860/2904] eta: 0:26:06 lr: 0.002155 loss: 0.1841 (0.1970) loss_rec_all: 0.2103 (0.2228) loss_rec_sfr: 0.2713 (0.2920) loss_cl: -0.2798 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [15:28:36.146726] Epoch: [197] [ 880/2904] eta: 0:25:50 lr: 0.002155 loss: 0.1851 (0.1970) loss_rec_all: 0.2112 (0.2228) loss_rec_sfr: 0.2687 (0.2921) loss_cl: -0.2783 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [15:28:51.056157] Epoch: [197] [ 900/2904] eta: 0:25:33 lr: 0.002155 loss: 0.1882 (0.1970) loss_rec_all: 0.2138 (0.2228) loss_rec_sfr: 0.2717 (0.2922) loss_cl: -0.2786 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [15:29:05.964274] Epoch: [197] [ 920/2904] eta: 0:25:17 lr: 0.002155 loss: 0.1849 (0.1970) loss_rec_all: 0.2110 (0.2229) loss_rec_sfr: 0.2701 (0.2922) loss_cl: -0.2787 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [15:29:20.876699] Epoch: [197] [ 940/2904] eta: 0:25:01 lr: 0.002155 loss: 0.1877 (0.1970) loss_rec_all: 0.2134 (0.2229) loss_rec_sfr: 0.2717 (0.2922) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [15:29:35.785071] Epoch: [197] [ 960/2904] eta: 0:24:45 lr: 0.002155 loss: 0.1847 (0.1972) loss_rec_all: 0.2107 (0.2230) loss_rec_sfr: 0.2706 (0.2927) loss_cl: -0.2793 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [15:29:50.697313] Epoch: [197] [ 980/2904] eta: 0:24:29 lr: 0.002155 loss: 0.1863 (0.1972) loss_rec_all: 0.2122 (0.2230) loss_rec_sfr: 0.2706 (0.2928) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [15:30:05.605528] Epoch: [197] [1000/2904] eta: 0:24:13 lr: 0.002155 loss: 0.1851 (0.1973) loss_rec_all: 0.2110 (0.2231) loss_rec_sfr: 0.2653 (0.2930) loss_cl: -0.2788 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [15:30:20.514383] Epoch: [197] [1020/2904] eta: 0:23:57 lr: 0.002155 loss: 0.1838 (0.1973) loss_rec_all: 0.2103 (0.2231) loss_rec_sfr: 0.2406 (0.2928) loss_cl: -0.2794 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [15:30:35.426778] Epoch: [197] [1040/2904] eta: 0:23:41 lr: 0.002155 loss: 0.1873 (0.1971) loss_rec_all: 0.2132 (0.2229) loss_rec_sfr: 0.2661 (0.2924) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [15:30:50.337410] Epoch: [197] [1060/2904] eta: 0:23:25 lr: 0.002155 loss: 0.1838 (0.1970) loss_rec_all: 0.2098 (0.2229) loss_rec_sfr: 0.2612 (0.2921) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [15:31:05.257391] Epoch: [197] [1080/2904] eta: 0:23:10 lr: 0.002155 loss: 0.1914 (0.1972) loss_rec_all: 0.2174 (0.2230) loss_rec_sfr: 0.2719 (0.2928) loss_cl: -0.2778 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [15:31:20.167692] Epoch: [197] [1100/2904] eta: 0:22:54 lr: 0.002155 loss: 0.1863 (0.1972) loss_rec_all: 0.2121 (0.2230) loss_rec_sfr: 0.2634 (0.2925) loss_cl: -0.2781 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [15:31:35.077214] Epoch: [197] [1120/2904] eta: 0:22:38 lr: 0.002155 loss: 0.1843 (0.1972) loss_rec_all: 0.2107 (0.2230) loss_rec_sfr: 0.2576 (0.2927) loss_cl: -0.2784 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [15:31:49.989868] Epoch: [197] [1140/2904] eta: 0:22:22 lr: 0.002155 loss: 0.1858 (0.1972) loss_rec_all: 0.2121 (0.2230) loss_rec_sfr: 0.2754 (0.2928) loss_cl: -0.2787 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [15:32:04.897003] Epoch: [197] [1160/2904] eta: 0:22:07 lr: 0.002155 loss: 0.1833 (0.1972) loss_rec_all: 0.2095 (0.2230) loss_rec_sfr: 0.2706 (0.2928) loss_cl: -0.2793 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [15:32:19.808521] Epoch: [197] [1180/2904] eta: 0:21:51 lr: 0.002155 loss: 0.1858 (0.1973) loss_rec_all: 0.2121 (0.2231) loss_rec_sfr: 0.2748 (0.2931) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [15:32:34.719234] Epoch: [197] [1200/2904] eta: 0:21:35 lr: 0.002155 loss: 0.1880 (0.1974) loss_rec_all: 0.2142 (0.2232) loss_rec_sfr: 0.2744 (0.2933) loss_cl: -0.2796 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [15:32:49.630160] Epoch: [197] [1220/2904] eta: 0:21:20 lr: 0.002155 loss: 0.1850 (0.1973) loss_rec_all: 0.2109 (0.2231) loss_rec_sfr: 0.2682 (0.2929) loss_cl: -0.2794 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [15:33:04.550216] Epoch: [197] [1240/2904] eta: 0:21:04 lr: 0.002155 loss: 0.1847 (0.1974) loss_rec_all: 0.2107 (0.2232) loss_rec_sfr: 0.2737 (0.2932) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [15:33:19.460396] Epoch: [197] [1260/2904] eta: 0:20:48 lr: 0.002155 loss: 0.1872 (0.1974) loss_rec_all: 0.2133 (0.2232) loss_rec_sfr: 0.2672 (0.2933) loss_cl: -0.2783 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [15:33:34.371021] Epoch: [197] [1280/2904] eta: 0:20:33 lr: 0.002155 loss: 0.1876 (0.1973) loss_rec_all: 0.2134 (0.2232) loss_rec_sfr: 0.2550 (0.2929) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [15:33:49.282815] Epoch: [197] [1300/2904] eta: 0:20:17 lr: 0.002155 loss: 0.1835 (0.1973) loss_rec_all: 0.2101 (0.2231) loss_rec_sfr: 0.2320 (0.2926) loss_cl: -0.2791 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [15:34:04.202417] Epoch: [197] [1320/2904] eta: 0:20:02 lr: 0.002155 loss: 0.1868 (0.1973) loss_rec_all: 0.2128 (0.2232) loss_rec_sfr: 0.2615 (0.2928) loss_cl: -0.2795 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [15:34:19.114121] Epoch: [197] [1340/2904] eta: 0:19:46 lr: 0.002155 loss: 0.1861 (0.1974) loss_rec_all: 0.2118 (0.2233) loss_rec_sfr: 0.2715 (0.2932) loss_cl: -0.2791 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [15:34:34.023234] Epoch: [197] [1360/2904] eta: 0:19:31 lr: 0.002155 loss: 0.1911 (0.1975) loss_rec_all: 0.2171 (0.2234) loss_rec_sfr: 0.2739 (0.2936) loss_cl: -0.2782 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [15:34:48.935477] Epoch: [197] [1380/2904] eta: 0:19:15 lr: 0.002155 loss: 0.1905 (0.1977) loss_rec_all: 0.2169 (0.2235) loss_rec_sfr: 0.2846 (0.2940) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [15:35:03.847879] Epoch: [197] [1400/2904] eta: 0:19:00 lr: 0.002155 loss: 0.1866 (0.1977) loss_rec_all: 0.2129 (0.2235) loss_rec_sfr: 0.2631 (0.2938) loss_cl: -0.2782 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [15:35:18.761326] Epoch: [197] [1420/2904] eta: 0:18:45 lr: 0.002155 loss: 0.1870 (0.1975) loss_rec_all: 0.2134 (0.2234) loss_rec_sfr: 0.2286 (0.2931) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [15:35:33.674402] Epoch: [197] [1440/2904] eta: 0:18:29 lr: 0.002155 loss: 0.1844 (0.1974) loss_rec_all: 0.2108 (0.2232) loss_rec_sfr: 0.2691 (0.2928) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [15:35:48.593473] Epoch: [197] [1460/2904] eta: 0:18:14 lr: 0.002155 loss: 0.1850 (0.1974) loss_rec_all: 0.2113 (0.2232) loss_rec_sfr: 0.2685 (0.2927) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [15:36:03.500533] Epoch: [197] [1480/2904] eta: 0:17:58 lr: 0.002155 loss: 0.1829 (0.1972) loss_rec_all: 0.2094 (0.2231) loss_rec_sfr: 0.2380 (0.2923) loss_cl: -0.2788 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [15:36:18.408733] Epoch: [197] [1500/2904] eta: 0:17:43 lr: 0.002154 loss: 0.1885 (0.1972) loss_rec_all: 0.2144 (0.2231) loss_rec_sfr: 0.2654 (0.2924) loss_cl: -0.2791 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [15:36:33.317481] Epoch: [197] [1520/2904] eta: 0:17:28 lr: 0.002154 loss: 0.1948 (0.1973) loss_rec_all: 0.2211 (0.2231) loss_rec_sfr: 0.2650 (0.2924) loss_cl: -0.2789 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [15:36:48.227306] Epoch: [197] [1540/2904] eta: 0:17:12 lr: 0.002154 loss: 0.1821 (0.1972) loss_rec_all: 0.2083 (0.2230) loss_rec_sfr: 0.2354 (0.2920) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [15:37:03.134405] Epoch: [197] [1560/2904] eta: 0:16:57 lr: 0.002154 loss: 0.1842 (0.1972) loss_rec_all: 0.2106 (0.2230) loss_rec_sfr: 0.2693 (0.2920) loss_cl: -0.2792 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [15:37:18.047158] Epoch: [197] [1580/2904] eta: 0:16:42 lr: 0.002154 loss: 0.1853 (0.1972) loss_rec_all: 0.2115 (0.2230) loss_rec_sfr: 0.2544 (0.2920) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [15:37:32.956359] Epoch: [197] [1600/2904] eta: 0:16:26 lr: 0.002154 loss: 0.1824 (0.1971) loss_rec_all: 0.2083 (0.2229) loss_rec_sfr: 0.2643 (0.2917) loss_cl: -0.2790 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [15:37:47.867038] Epoch: [197] [1620/2904] eta: 0:16:11 lr: 0.002154 loss: 0.1840 (0.1971) loss_rec_all: 0.2099 (0.2230) loss_rec_sfr: 0.2766 (0.2918) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [15:38:02.777442] Epoch: [197] [1640/2904] eta: 0:15:56 lr: 0.002154 loss: 0.1860 (0.1970) loss_rec_all: 0.2125 (0.2228) loss_rec_sfr: 0.2690 (0.2914) loss_cl: -0.2792 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [15:38:17.697565] Epoch: [197] [1660/2904] eta: 0:15:40 lr: 0.002154 loss: 0.1842 (0.1971) loss_rec_all: 0.2108 (0.2229) loss_rec_sfr: 0.2744 (0.2916) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [15:38:32.762062] Epoch: [197] [1680/2904] eta: 0:15:25 lr: 0.002154 loss: 0.1856 (0.1970) loss_rec_all: 0.2114 (0.2229) loss_rec_sfr: 0.2747 (0.2915) loss_cl: -0.2787 (-0.2788) time: 0.7532 data: 0.0002 max mem: 29860 [15:38:47.690442] Epoch: [197] [1700/2904] eta: 0:15:10 lr: 0.002154 loss: 0.1830 (0.1970) loss_rec_all: 0.2090 (0.2228) loss_rec_sfr: 0.2572 (0.2914) loss_cl: -0.2784 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [15:39:02.618549] Epoch: [197] [1720/2904] eta: 0:14:55 lr: 0.002154 loss: 0.1836 (0.1968) loss_rec_all: 0.2098 (0.2227) loss_rec_sfr: 0.2753 (0.2910) loss_cl: -0.2791 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [15:39:17.555846] Epoch: [197] [1740/2904] eta: 0:14:39 lr: 0.002154 loss: 0.1862 (0.1969) loss_rec_all: 0.2119 (0.2227) loss_rec_sfr: 0.2706 (0.2911) loss_cl: -0.2792 (-0.2788) time: 0.7468 data: 0.0003 max mem: 29860 [15:39:32.478774] Epoch: [197] [1760/2904] eta: 0:14:24 lr: 0.002154 loss: 0.1851 (0.1968) loss_rec_all: 0.2111 (0.2226) loss_rec_sfr: 0.2641 (0.2908) loss_cl: -0.2789 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [15:39:47.413339] Epoch: [197] [1780/2904] eta: 0:14:09 lr: 0.002154 loss: 0.1876 (0.1968) loss_rec_all: 0.2134 (0.2227) loss_rec_sfr: 0.2751 (0.2909) loss_cl: -0.2782 (-0.2788) time: 0.7467 data: 0.0003 max mem: 29860 [15:40:02.342327] Epoch: [197] [1800/2904] eta: 0:13:54 lr: 0.002154 loss: 0.1874 (0.1968) loss_rec_all: 0.2132 (0.2226) loss_rec_sfr: 0.2541 (0.2908) loss_cl: -0.2790 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [15:40:17.280170] Epoch: [197] [1820/2904] eta: 0:13:38 lr: 0.002154 loss: 0.1854 (0.1969) loss_rec_all: 0.2113 (0.2227) loss_rec_sfr: 0.2649 (0.2910) loss_cl: -0.2787 (-0.2788) time: 0.7468 data: 0.0003 max mem: 29860 [15:40:32.219657] Epoch: [197] [1840/2904] eta: 0:13:23 lr: 0.002154 loss: 0.1851 (0.1968) loss_rec_all: 0.2111 (0.2227) loss_rec_sfr: 0.2667 (0.2909) loss_cl: -0.2788 (-0.2788) time: 0.7469 data: 0.0002 max mem: 29860 [15:40:47.149904] Epoch: [197] [1860/2904] eta: 0:13:08 lr: 0.002154 loss: 0.1857 (0.1969) loss_rec_all: 0.2121 (0.2227) loss_rec_sfr: 0.2704 (0.2911) loss_cl: -0.2790 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [15:41:02.095609] Epoch: [197] [1880/2904] eta: 0:12:53 lr: 0.002154 loss: 0.1876 (0.1970) loss_rec_all: 0.2140 (0.2228) loss_rec_sfr: 0.2655 (0.2912) loss_cl: -0.2791 (-0.2788) time: 0.7472 data: 0.0002 max mem: 29860 [15:41:17.039421] Epoch: [197] [1900/2904] eta: 0:12:38 lr: 0.002154 loss: 0.1859 (0.1969) loss_rec_all: 0.2117 (0.2227) loss_rec_sfr: 0.2561 (0.2910) loss_cl: -0.2785 (-0.2788) time: 0.7471 data: 0.0003 max mem: 29860 [15:41:31.977230] Epoch: [197] [1920/2904] eta: 0:12:22 lr: 0.002154 loss: 0.1866 (0.1969) loss_rec_all: 0.2126 (0.2228) loss_rec_sfr: 0.2820 (0.2912) loss_cl: -0.2786 (-0.2788) time: 0.7468 data: 0.0003 max mem: 29860 [15:41:46.905870] Epoch: [197] [1940/2904] eta: 0:12:07 lr: 0.002154 loss: 0.1838 (0.1970) loss_rec_all: 0.2099 (0.2228) loss_rec_sfr: 0.2628 (0.2913) loss_cl: -0.2791 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [15:42:01.837189] Epoch: [197] [1960/2904] eta: 0:11:52 lr: 0.002154 loss: 0.1878 (0.1969) loss_rec_all: 0.2139 (0.2228) loss_rec_sfr: 0.2698 (0.2912) loss_cl: -0.2790 (-0.2788) time: 0.7465 data: 0.0003 max mem: 29860 [15:42:16.772414] Epoch: [197] [1980/2904] eta: 0:11:37 lr: 0.002154 loss: 0.1860 (0.1969) loss_rec_all: 0.2124 (0.2227) loss_rec_sfr: 0.2639 (0.2912) loss_cl: -0.2790 (-0.2788) time: 0.7467 data: 0.0003 max mem: 29860 [15:42:31.714151] Epoch: [197] [2000/2904] eta: 0:11:22 lr: 0.002154 loss: 0.1850 (0.1969) loss_rec_all: 0.2114 (0.2227) loss_rec_sfr: 0.2728 (0.2912) loss_cl: -0.2787 (-0.2788) time: 0.7470 data: 0.0002 max mem: 29860 [15:42:46.651437] Epoch: [197] [2020/2904] eta: 0:11:07 lr: 0.002154 loss: 0.1891 (0.1970) loss_rec_all: 0.2152 (0.2228) loss_rec_sfr: 0.2760 (0.2914) loss_cl: -0.2786 (-0.2788) time: 0.7468 data: 0.0003 max mem: 29860 [15:43:01.577368] Epoch: [197] [2040/2904] eta: 0:10:51 lr: 0.002154 loss: 0.1869 (0.1970) loss_rec_all: 0.2131 (0.2229) loss_rec_sfr: 0.2741 (0.2917) loss_cl: -0.2788 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [15:43:16.546418] Epoch: [197] [2060/2904] eta: 0:10:36 lr: 0.002154 loss: 0.1878 (0.1970) loss_rec_all: 0.2137 (0.2229) loss_rec_sfr: 0.2745 (0.2916) loss_cl: -0.2794 (-0.2788) time: 0.7484 data: 0.0003 max mem: 29860 [15:43:31.508628] Epoch: [197] [2080/2904] eta: 0:10:21 lr: 0.002154 loss: 0.1852 (0.1970) loss_rec_all: 0.2112 (0.2228) loss_rec_sfr: 0.2785 (0.2915) loss_cl: -0.2789 (-0.2788) time: 0.7481 data: 0.0002 max mem: 29860 [15:43:46.439965] Epoch: [197] [2100/2904] eta: 0:10:06 lr: 0.002154 loss: 0.1810 (0.1969) loss_rec_all: 0.2074 (0.2227) loss_rec_sfr: 0.2615 (0.2913) loss_cl: -0.2792 (-0.2788) time: 0.7465 data: 0.0003 max mem: 29860 [15:44:01.353615] Epoch: [197] [2120/2904] eta: 0:09:51 lr: 0.002154 loss: 0.1851 (0.1969) loss_rec_all: 0.2115 (0.2228) loss_rec_sfr: 0.2693 (0.2913) loss_cl: -0.2793 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [15:44:16.279375] Epoch: [197] [2140/2904] eta: 0:09:36 lr: 0.002154 loss: 0.1848 (0.1969) loss_rec_all: 0.2112 (0.2227) loss_rec_sfr: 0.2671 (0.2912) loss_cl: -0.2790 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [15:44:31.214600] Epoch: [197] [2160/2904] eta: 0:09:21 lr: 0.002154 loss: 0.1878 (0.1970) loss_rec_all: 0.2142 (0.2228) loss_rec_sfr: 0.2675 (0.2915) loss_cl: -0.2791 (-0.2788) time: 0.7467 data: 0.0003 max mem: 29860 [15:44:46.149667] Epoch: [197] [2180/2904] eta: 0:09:05 lr: 0.002154 loss: 0.1877 (0.1970) loss_rec_all: 0.2139 (0.2228) loss_rec_sfr: 0.2795 (0.2915) loss_cl: -0.2783 (-0.2788) time: 0.7467 data: 0.0003 max mem: 29860 [15:45:01.077149] Epoch: [197] [2200/2904] eta: 0:08:50 lr: 0.002154 loss: 0.1856 (0.1970) loss_rec_all: 0.2114 (0.2228) loss_rec_sfr: 0.2754 (0.2915) loss_cl: -0.2776 (-0.2788) time: 0.7463 data: 0.0003 max mem: 29860 [15:45:16.017916] Epoch: [197] [2220/2904] eta: 0:08:35 lr: 0.002154 loss: 0.1904 (0.1969) loss_rec_all: 0.2161 (0.2228) loss_rec_sfr: 0.2675 (0.2914) loss_cl: -0.2784 (-0.2788) time: 0.7470 data: 0.0002 max mem: 29860 [15:45:30.955183] Epoch: [197] [2240/2904] eta: 0:08:20 lr: 0.002154 loss: 0.1798 (0.1970) loss_rec_all: 0.2060 (0.2228) loss_rec_sfr: 0.2690 (0.2915) loss_cl: -0.2793 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [15:45:45.890750] Epoch: [197] [2260/2904] eta: 0:08:05 lr: 0.002154 loss: 0.1869 (0.1970) loss_rec_all: 0.2132 (0.2228) loss_rec_sfr: 0.2759 (0.2915) loss_cl: -0.2797 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [15:46:00.818102] Epoch: [197] [2280/2904] eta: 0:07:50 lr: 0.002154 loss: 0.1825 (0.1970) loss_rec_all: 0.2086 (0.2228) loss_rec_sfr: 0.2711 (0.2915) loss_cl: -0.2787 (-0.2788) time: 0.7463 data: 0.0003 max mem: 29860 [15:46:15.740760] Epoch: [197] [2300/2904] eta: 0:07:35 lr: 0.002154 loss: 0.1883 (0.1970) loss_rec_all: 0.2146 (0.2229) loss_rec_sfr: 0.2866 (0.2918) loss_cl: -0.2794 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [15:46:30.665129] Epoch: [197] [2320/2904] eta: 0:07:20 lr: 0.002154 loss: 0.1863 (0.1970) loss_rec_all: 0.2121 (0.2228) loss_rec_sfr: 0.2776 (0.2918) loss_cl: -0.2786 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [15:46:45.588469] Epoch: [197] [2340/2904] eta: 0:07:05 lr: 0.002154 loss: 0.1907 (0.1971) loss_rec_all: 0.2162 (0.2229) loss_rec_sfr: 0.2834 (0.2921) loss_cl: -0.2782 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [15:47:00.512896] Epoch: [197] [2360/2904] eta: 0:06:49 lr: 0.002154 loss: 0.1836 (0.1971) loss_rec_all: 0.2100 (0.2229) loss_rec_sfr: 0.2563 (0.2919) loss_cl: -0.2787 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [15:47:15.439988] Epoch: [197] [2380/2904] eta: 0:06:34 lr: 0.002154 loss: 0.1852 (0.1970) loss_rec_all: 0.2115 (0.2228) loss_rec_sfr: 0.2663 (0.2918) loss_cl: -0.2791 (-0.2788) time: 0.7463 data: 0.0003 max mem: 29860 [15:47:30.361768] Epoch: [197] [2400/2904] eta: 0:06:19 lr: 0.002154 loss: 0.1819 (0.1969) loss_rec_all: 0.2084 (0.2228) loss_rec_sfr: 0.2580 (0.2915) loss_cl: -0.2795 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [15:47:45.283939] Epoch: [197] [2420/2904] eta: 0:06:04 lr: 0.002154 loss: 0.1842 (0.1969) loss_rec_all: 0.2105 (0.2228) loss_rec_sfr: 0.2339 (0.2914) loss_cl: -0.2788 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [15:48:00.213957] Epoch: [197] [2440/2904] eta: 0:05:49 lr: 0.002154 loss: 0.1824 (0.1969) loss_rec_all: 0.2086 (0.2227) loss_rec_sfr: 0.2657 (0.2914) loss_cl: -0.2781 (-0.2788) time: 0.7465 data: 0.0003 max mem: 29860 [15:48:15.150963] Epoch: [197] [2460/2904] eta: 0:05:34 lr: 0.002153 loss: 0.1890 (0.1969) loss_rec_all: 0.2150 (0.2228) loss_rec_sfr: 0.2761 (0.2915) loss_cl: -0.2785 (-0.2788) time: 0.7468 data: 0.0003 max mem: 29860 [15:48:30.075316] Epoch: [197] [2480/2904] eta: 0:05:19 lr: 0.002153 loss: 0.1958 (0.1971) loss_rec_all: 0.2221 (0.2229) loss_rec_sfr: 0.2781 (0.2919) loss_cl: -0.2785 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [15:48:44.993486] Epoch: [197] [2500/2904] eta: 0:05:04 lr: 0.002153 loss: 0.1847 (0.1970) loss_rec_all: 0.2112 (0.2228) loss_rec_sfr: 0.2656 (0.2916) loss_cl: -0.2794 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [15:48:59.914876] Epoch: [197] [2520/2904] eta: 0:04:49 lr: 0.002153 loss: 0.1867 (0.1970) loss_rec_all: 0.2129 (0.2228) loss_rec_sfr: 0.2589 (0.2915) loss_cl: -0.2796 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [15:49:14.839409] Epoch: [197] [2540/2904] eta: 0:04:34 lr: 0.002153 loss: 0.1861 (0.1970) loss_rec_all: 0.2123 (0.2228) loss_rec_sfr: 0.2782 (0.2916) loss_cl: -0.2789 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [15:49:29.774920] Epoch: [197] [2560/2904] eta: 0:04:19 lr: 0.002153 loss: 0.1837 (0.1969) loss_rec_all: 0.2098 (0.2227) loss_rec_sfr: 0.2695 (0.2915) loss_cl: -0.2786 (-0.2788) time: 0.7467 data: 0.0003 max mem: 29860 [15:49:44.707005] Epoch: [197] [2580/2904] eta: 0:04:03 lr: 0.002153 loss: 0.1875 (0.1970) loss_rec_all: 0.2135 (0.2228) loss_rec_sfr: 0.2758 (0.2916) loss_cl: -0.2792 (-0.2788) time: 0.7466 data: 0.0003 max mem: 29860 [15:49:59.636156] Epoch: [197] [2600/2904] eta: 0:03:48 lr: 0.002153 loss: 0.1838 (0.1969) loss_rec_all: 0.2099 (0.2228) loss_rec_sfr: 0.2675 (0.2916) loss_cl: -0.2783 (-0.2788) time: 0.7464 data: 0.0003 max mem: 29860 [15:50:14.551719] Epoch: [197] [2620/2904] eta: 0:03:33 lr: 0.002153 loss: 0.1848 (0.1970) loss_rec_all: 0.2111 (0.2228) loss_rec_sfr: 0.2752 (0.2917) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [15:50:29.462403] Epoch: [197] [2640/2904] eta: 0:03:18 lr: 0.002153 loss: 0.1870 (0.1969) loss_rec_all: 0.2127 (0.2227) loss_rec_sfr: 0.2725 (0.2916) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [15:50:44.371746] Epoch: [197] [2660/2904] eta: 0:03:03 lr: 0.002153 loss: 0.1907 (0.1970) loss_rec_all: 0.2165 (0.2228) loss_rec_sfr: 0.2743 (0.2918) loss_cl: -0.2789 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [15:50:59.284610] Epoch: [197] [2680/2904] eta: 0:02:48 lr: 0.002153 loss: 0.1868 (0.1970) loss_rec_all: 0.2128 (0.2229) loss_rec_sfr: 0.2800 (0.2920) loss_cl: -0.2783 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [15:51:14.199881] Epoch: [197] [2700/2904] eta: 0:02:33 lr: 0.002153 loss: 0.1907 (0.1971) loss_rec_all: 0.2168 (0.2229) loss_rec_sfr: 0.2787 (0.2923) loss_cl: -0.2793 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [15:51:29.114614] Epoch: [197] [2720/2904] eta: 0:02:18 lr: 0.002153 loss: 0.1841 (0.1971) loss_rec_all: 0.2101 (0.2229) loss_rec_sfr: 0.2745 (0.2923) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [15:51:44.025468] Epoch: [197] [2740/2904] eta: 0:02:03 lr: 0.002153 loss: 0.1847 (0.1971) loss_rec_all: 0.2104 (0.2229) loss_rec_sfr: 0.2680 (0.2922) loss_cl: -0.2784 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [15:51:58.933842] Epoch: [197] [2760/2904] eta: 0:01:48 lr: 0.002153 loss: 0.1867 (0.1970) loss_rec_all: 0.2127 (0.2229) loss_rec_sfr: 0.2657 (0.2921) loss_cl: -0.2783 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [15:52:13.840023] Epoch: [197] [2780/2904] eta: 0:01:33 lr: 0.002153 loss: 0.1859 (0.1970) loss_rec_all: 0.2120 (0.2228) loss_rec_sfr: 0.2627 (0.2920) loss_cl: -0.2785 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [15:52:28.751395] Epoch: [197] [2800/2904] eta: 0:01:18 lr: 0.002153 loss: 0.1875 (0.1971) loss_rec_all: 0.2135 (0.2229) loss_rec_sfr: 0.2794 (0.2922) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [15:52:43.661902] Epoch: [197] [2820/2904] eta: 0:01:03 lr: 0.002153 loss: 0.1845 (0.1970) loss_rec_all: 0.2108 (0.2228) loss_rec_sfr: 0.2726 (0.2920) loss_cl: -0.2793 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [15:52:58.612837] Epoch: [197] [2840/2904] eta: 0:00:48 lr: 0.002153 loss: 0.1845 (0.1970) loss_rec_all: 0.2109 (0.2228) loss_rec_sfr: 0.2665 (0.2919) loss_cl: -0.2805 (-0.2788) time: 0.7475 data: 0.0031 max mem: 29860 [15:53:13.508984] Epoch: [197] [2860/2904] eta: 0:00:33 lr: 0.002153 loss: 0.1817 (0.1969) loss_rec_all: 0.2078 (0.2228) loss_rec_sfr: 0.2695 (0.2918) loss_cl: -0.2789 (-0.2788) time: 0.7448 data: 0.0001 max mem: 29860 [15:53:28.410402] Epoch: [197] [2880/2904] eta: 0:00:18 lr: 0.002153 loss: 0.1866 (0.1969) loss_rec_all: 0.2130 (0.2228) loss_rec_sfr: 0.2735 (0.2918) loss_cl: -0.2785 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [15:53:43.313390] Epoch: [197] [2900/2904] eta: 0:00:03 lr: 0.002153 loss: 0.1869 (0.1969) loss_rec_all: 0.2133 (0.2228) loss_rec_sfr: 0.2744 (0.2918) loss_cl: -0.2783 (-0.2788) time: 0.7451 data: 0.0001 max mem: 29860 [15:53:45.557216] Epoch: [197] [2903/2904] eta: 0:00:00 lr: 0.002153 loss: 0.1869 (0.1969) loss_rec_all: 0.2133 (0.2228) loss_rec_sfr: 0.2744 (0.2918) loss_cl: -0.2783 (-0.2788) time: 0.7451 data: 0.0001 max mem: 29860 [15:53:47.699461] Epoch: [197] Total time: 0:36:26 (0.7529 s / it) [15:53:47.702151] Averaged stats: lr: 0.002153 loss: 0.1869 (0.1985) loss_rec_all: 0.2133 (0.2220) loss_rec_sfr: 0.2744 (0.2898) loss_cl: -0.2783 (-0.2555) [15:53:47.708240] log_dir: ./checkpoint/VF2_ViT-B [15:54:05.286976] Epoch: [198] [ 0/2904] eta: 14:10:44 lr: 0.002153 loss: 0.1887 (0.1887) loss_rec_all: 0.2146 (0.2146) loss_rec_sfr: 0.2991 (0.2991) loss_cl: -0.2798 (-0.2798) time: 17.5772 data: 11.7615 max mem: 29860 [15:54:21.759812] Epoch: [198] [ 20/2904] eta: 1:17:56 lr: 0.002153 loss: 0.1879 (0.2016) loss_rec_all: 0.2140 (0.2272) loss_rec_sfr: 0.2811 (0.3165) loss_cl: -0.2790 (-0.2791) time: 0.8236 data: 0.0717 max mem: 29860 [15:54:36.624343] Epoch: [198] [ 40/2904] eta: 0:56:56 lr: 0.002153 loss: 0.1872 (0.1984) loss_rec_all: 0.2133 (0.2242) loss_rec_sfr: 0.2731 (0.3050) loss_cl: -0.2797 (-0.2793) time: 0.7432 data: 0.0002 max mem: 29860 [15:54:51.500858] Epoch: [198] [ 60/2904] eta: 0:49:33 lr: 0.002153 loss: 0.1832 (0.1979) loss_rec_all: 0.2089 (0.2237) loss_rec_sfr: 0.2725 (0.3025) loss_cl: -0.2788 (-0.2791) time: 0.7438 data: 0.0002 max mem: 29860 [15:55:06.390531] Epoch: [198] [ 80/2904] eta: 0:45:43 lr: 0.002153 loss: 0.1847 (0.1977) loss_rec_all: 0.2107 (0.2235) loss_rec_sfr: 0.2771 (0.3011) loss_cl: -0.2783 (-0.2789) time: 0.7444 data: 0.0002 max mem: 29860 [15:55:21.293313] Epoch: [198] [ 100/2904] eta: 0:43:17 lr: 0.002153 loss: 0.1847 (0.1963) loss_rec_all: 0.2107 (0.2221) loss_rec_sfr: 0.2708 (0.2969) loss_cl: -0.2790 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [15:55:36.202862] Epoch: [198] [ 120/2904] eta: 0:41:36 lr: 0.002153 loss: 0.1844 (0.1957) loss_rec_all: 0.2104 (0.2215) loss_rec_sfr: 0.2682 (0.2942) loss_cl: -0.2788 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [15:55:51.117982] Epoch: [198] [ 140/2904] eta: 0:40:19 lr: 0.002153 loss: 0.1836 (0.1958) loss_rec_all: 0.2099 (0.2216) loss_rec_sfr: 0.2649 (0.2937) loss_cl: -0.2795 (-0.2790) time: 0.7457 data: 0.0002 max mem: 29860 [15:56:06.049867] Epoch: [198] [ 160/2904] eta: 0:39:17 lr: 0.002153 loss: 0.1846 (0.1960) loss_rec_all: 0.2108 (0.2218) loss_rec_sfr: 0.2540 (0.2930) loss_cl: -0.2791 (-0.2790) time: 0.7466 data: 0.0002 max mem: 29860 [15:56:20.964162] Epoch: [198] [ 180/2904] eta: 0:38:26 lr: 0.002153 loss: 0.1849 (0.1963) loss_rec_all: 0.2108 (0.2222) loss_rec_sfr: 0.2757 (0.2942) loss_cl: -0.2789 (-0.2790) time: 0.7457 data: 0.0002 max mem: 29860 [15:56:35.877208] Epoch: [198] [ 200/2904] eta: 0:37:42 lr: 0.002153 loss: 0.1857 (0.1963) loss_rec_all: 0.2118 (0.2222) loss_rec_sfr: 0.2563 (0.2935) loss_cl: -0.2781 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [15:56:50.790377] Epoch: [198] [ 220/2904] eta: 0:37:03 lr: 0.002153 loss: 0.1921 (0.1970) loss_rec_all: 0.2182 (0.2228) loss_rec_sfr: 0.2725 (0.2960) loss_cl: -0.2782 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [15:57:05.700545] Epoch: [198] [ 240/2904] eta: 0:36:28 lr: 0.002153 loss: 0.1877 (0.1975) loss_rec_all: 0.2141 (0.2233) loss_rec_sfr: 0.2741 (0.2974) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [15:57:20.636091] Epoch: [198] [ 260/2904] eta: 0:35:56 lr: 0.002153 loss: 0.1850 (0.1971) loss_rec_all: 0.2105 (0.2229) loss_rec_sfr: 0.2765 (0.2969) loss_cl: -0.2784 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [15:57:35.543998] Epoch: [198] [ 280/2904] eta: 0:35:27 lr: 0.002153 loss: 0.1846 (0.1964) loss_rec_all: 0.2104 (0.2223) loss_rec_sfr: 0.2652 (0.2943) loss_cl: -0.2792 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [15:57:50.451089] Epoch: [198] [ 300/2904] eta: 0:34:59 lr: 0.002153 loss: 0.1860 (0.1962) loss_rec_all: 0.2122 (0.2220) loss_rec_sfr: 0.2709 (0.2933) loss_cl: -0.2787 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [15:58:05.358229] Epoch: [198] [ 320/2904] eta: 0:34:33 lr: 0.002153 loss: 0.1841 (0.1960) loss_rec_all: 0.2104 (0.2218) loss_rec_sfr: 0.2707 (0.2922) loss_cl: -0.2784 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [15:58:20.266310] Epoch: [198] [ 340/2904] eta: 0:34:09 lr: 0.002153 loss: 0.1850 (0.1959) loss_rec_all: 0.2109 (0.2217) loss_rec_sfr: 0.2675 (0.2919) loss_cl: -0.2784 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [15:58:35.176870] Epoch: [198] [ 360/2904] eta: 0:33:45 lr: 0.002153 loss: 0.1820 (0.1952) loss_rec_all: 0.2081 (0.2210) loss_rec_sfr: 0.2615 (0.2897) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [15:58:50.086141] Epoch: [198] [ 380/2904] eta: 0:33:23 lr: 0.002153 loss: 0.1851 (0.1947) loss_rec_all: 0.2111 (0.2205) loss_rec_sfr: 0.2684 (0.2880) loss_cl: -0.2796 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [15:59:04.998277] Epoch: [198] [ 400/2904] eta: 0:33:01 lr: 0.002153 loss: 0.1859 (0.1946) loss_rec_all: 0.2121 (0.2204) loss_rec_sfr: 0.2675 (0.2877) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [15:59:19.911757] Epoch: [198] [ 420/2904] eta: 0:32:39 lr: 0.002153 loss: 0.1871 (0.1946) loss_rec_all: 0.2130 (0.2205) loss_rec_sfr: 0.2808 (0.2877) loss_cl: -0.2796 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [15:59:34.820916] Epoch: [198] [ 440/2904] eta: 0:32:19 lr: 0.002153 loss: 0.1859 (0.1947) loss_rec_all: 0.2119 (0.2206) loss_rec_sfr: 0.2818 (0.2886) loss_cl: -0.2792 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [15:59:49.730249] Epoch: [198] [ 460/2904] eta: 0:31:59 lr: 0.002153 loss: 0.1883 (0.1950) loss_rec_all: 0.2143 (0.2208) loss_rec_sfr: 0.2777 (0.2894) loss_cl: -0.2786 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [16:00:04.642399] Epoch: [198] [ 480/2904] eta: 0:31:39 lr: 0.002153 loss: 0.1913 (0.1952) loss_rec_all: 0.2175 (0.2211) loss_rec_sfr: 0.2738 (0.2901) loss_cl: -0.2783 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [16:00:19.560570] Epoch: [198] [ 500/2904] eta: 0:31:20 lr: 0.002153 loss: 0.1827 (0.1952) loss_rec_all: 0.2084 (0.2210) loss_rec_sfr: 0.2797 (0.2903) loss_cl: -0.2782 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [16:00:34.471966] Epoch: [198] [ 520/2904] eta: 0:31:01 lr: 0.002152 loss: 0.1868 (0.1953) loss_rec_all: 0.2126 (0.2212) loss_rec_sfr: 0.2796 (0.2908) loss_cl: -0.2780 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [16:00:49.380809] Epoch: [198] [ 540/2904] eta: 0:30:42 lr: 0.002152 loss: 0.1841 (0.1953) loss_rec_all: 0.2102 (0.2211) loss_rec_sfr: 0.2807 (0.2909) loss_cl: -0.2786 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [16:01:04.291437] Epoch: [198] [ 560/2904] eta: 0:30:24 lr: 0.002152 loss: 0.1845 (0.1950) loss_rec_all: 0.2106 (0.2209) loss_rec_sfr: 0.2514 (0.2896) loss_cl: -0.2796 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [16:01:19.200990] Epoch: [198] [ 580/2904] eta: 0:30:05 lr: 0.002152 loss: 0.1863 (0.1951) loss_rec_all: 0.2131 (0.2209) loss_rec_sfr: 0.2689 (0.2896) loss_cl: -0.2796 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [16:01:34.106154] Epoch: [198] [ 600/2904] eta: 0:29:47 lr: 0.002152 loss: 0.1840 (0.1951) loss_rec_all: 0.2102 (0.2210) loss_rec_sfr: 0.2644 (0.2897) loss_cl: -0.2783 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [16:01:49.018297] Epoch: [198] [ 620/2904] eta: 0:29:30 lr: 0.002152 loss: 0.1809 (0.1948) loss_rec_all: 0.2071 (0.2207) loss_rec_sfr: 0.2680 (0.2890) loss_cl: -0.2782 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [16:02:03.927287] Epoch: [198] [ 640/2904] eta: 0:29:12 lr: 0.002152 loss: 0.1853 (0.1948) loss_rec_all: 0.2114 (0.2206) loss_rec_sfr: 0.2444 (0.2882) loss_cl: -0.2785 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [16:02:18.839906] Epoch: [198] [ 660/2904] eta: 0:28:55 lr: 0.002152 loss: 0.1839 (0.1946) loss_rec_all: 0.2105 (0.2204) loss_rec_sfr: 0.2590 (0.2872) loss_cl: -0.2796 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [16:02:33.757723] Epoch: [198] [ 680/2904] eta: 0:28:37 lr: 0.002152 loss: 0.1894 (0.1947) loss_rec_all: 0.2153 (0.2206) loss_rec_sfr: 0.2710 (0.2874) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [16:02:48.673589] Epoch: [198] [ 700/2904] eta: 0:28:20 lr: 0.002152 loss: 0.1861 (0.1947) loss_rec_all: 0.2118 (0.2205) loss_rec_sfr: 0.2572 (0.2869) loss_cl: -0.2782 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [16:03:03.584712] Epoch: [198] [ 720/2904] eta: 0:28:03 lr: 0.002152 loss: 0.1860 (0.1947) loss_rec_all: 0.2121 (0.2206) loss_rec_sfr: 0.2687 (0.2869) loss_cl: -0.2792 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [16:03:18.496055] Epoch: [198] [ 740/2904] eta: 0:27:46 lr: 0.002152 loss: 0.1858 (0.1949) loss_rec_all: 0.2120 (0.2208) loss_rec_sfr: 0.2695 (0.2877) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [16:03:33.411472] Epoch: [198] [ 760/2904] eta: 0:27:30 lr: 0.002152 loss: 0.1875 (0.1951) loss_rec_all: 0.2135 (0.2210) loss_rec_sfr: 0.2750 (0.2880) loss_cl: -0.2784 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [16:03:48.326080] Epoch: [198] [ 780/2904] eta: 0:27:13 lr: 0.002152 loss: 0.1840 (0.1950) loss_rec_all: 0.2099 (0.2209) loss_rec_sfr: 0.2748 (0.2879) loss_cl: -0.2783 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [16:04:03.239239] Epoch: [198] [ 800/2904] eta: 0:26:56 lr: 0.002152 loss: 0.1843 (0.1950) loss_rec_all: 0.2103 (0.2208) loss_rec_sfr: 0.2731 (0.2880) loss_cl: -0.2794 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [16:04:18.151288] Epoch: [198] [ 820/2904] eta: 0:26:40 lr: 0.002152 loss: 0.1893 (0.1950) loss_rec_all: 0.2154 (0.2208) loss_rec_sfr: 0.2565 (0.2879) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [16:04:33.062832] Epoch: [198] [ 840/2904] eta: 0:26:23 lr: 0.002152 loss: 0.1796 (0.1950) loss_rec_all: 0.2060 (0.2209) loss_rec_sfr: 0.2309 (0.2880) loss_cl: -0.2794 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [16:04:47.969128] Epoch: [198] [ 860/2904] eta: 0:26:07 lr: 0.002152 loss: 0.1834 (0.1949) loss_rec_all: 0.2100 (0.2208) loss_rec_sfr: 0.2713 (0.2876) loss_cl: -0.2794 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [16:05:02.871324] Epoch: [198] [ 880/2904] eta: 0:25:51 lr: 0.002152 loss: 0.1804 (0.1946) loss_rec_all: 0.2066 (0.2205) loss_rec_sfr: 0.2518 (0.2866) loss_cl: -0.2789 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [16:05:17.786459] Epoch: [198] [ 900/2904] eta: 0:25:34 lr: 0.002152 loss: 0.1860 (0.1947) loss_rec_all: 0.2124 (0.2206) loss_rec_sfr: 0.2856 (0.2871) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [16:05:32.703156] Epoch: [198] [ 920/2904] eta: 0:25:18 lr: 0.002152 loss: 0.1857 (0.1947) loss_rec_all: 0.2119 (0.2206) loss_rec_sfr: 0.2657 (0.2869) loss_cl: -0.2780 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [16:05:47.612425] Epoch: [198] [ 940/2904] eta: 0:25:02 lr: 0.002152 loss: 0.1879 (0.1947) loss_rec_all: 0.2137 (0.2206) loss_rec_sfr: 0.2683 (0.2868) loss_cl: -0.2782 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [16:06:02.518301] Epoch: [198] [ 960/2904] eta: 0:24:46 lr: 0.002152 loss: 0.1897 (0.1949) loss_rec_all: 0.2158 (0.2208) loss_rec_sfr: 0.2823 (0.2876) loss_cl: -0.2785 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [16:06:17.428321] Epoch: [198] [ 980/2904] eta: 0:24:30 lr: 0.002152 loss: 0.1876 (0.1951) loss_rec_all: 0.2135 (0.2209) loss_rec_sfr: 0.2713 (0.2879) loss_cl: -0.2783 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [16:06:32.340737] Epoch: [198] [1000/2904] eta: 0:24:14 lr: 0.002152 loss: 0.1849 (0.1950) loss_rec_all: 0.2108 (0.2209) loss_rec_sfr: 0.2642 (0.2876) loss_cl: -0.2796 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [16:06:47.249859] Epoch: [198] [1020/2904] eta: 0:23:58 lr: 0.002152 loss: 0.1876 (0.1951) loss_rec_all: 0.2135 (0.2210) loss_rec_sfr: 0.2782 (0.2880) loss_cl: -0.2790 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [16:07:02.162406] Epoch: [198] [1040/2904] eta: 0:23:42 lr: 0.002152 loss: 0.1841 (0.1951) loss_rec_all: 0.2100 (0.2210) loss_rec_sfr: 0.2720 (0.2880) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [16:07:17.070425] Epoch: [198] [1060/2904] eta: 0:23:26 lr: 0.002152 loss: 0.1894 (0.1952) loss_rec_all: 0.2152 (0.2211) loss_rec_sfr: 0.2735 (0.2885) loss_cl: -0.2785 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [16:07:31.982643] Epoch: [198] [1080/2904] eta: 0:23:10 lr: 0.002152 loss: 0.1888 (0.1953) loss_rec_all: 0.2146 (0.2212) loss_rec_sfr: 0.2818 (0.2887) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [16:07:46.895942] Epoch: [198] [1100/2904] eta: 0:22:54 lr: 0.002152 loss: 0.1839 (0.1953) loss_rec_all: 0.2096 (0.2212) loss_rec_sfr: 0.2631 (0.2886) loss_cl: -0.2778 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [16:08:01.807926] Epoch: [198] [1120/2904] eta: 0:22:39 lr: 0.002152 loss: 0.1883 (0.1955) loss_rec_all: 0.2142 (0.2214) loss_rec_sfr: 0.2802 (0.2893) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [16:08:16.724422] Epoch: [198] [1140/2904] eta: 0:22:23 lr: 0.002152 loss: 0.1890 (0.1955) loss_rec_all: 0.2148 (0.2214) loss_rec_sfr: 0.2650 (0.2890) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [16:08:31.638476] Epoch: [198] [1160/2904] eta: 0:22:07 lr: 0.002152 loss: 0.1881 (0.1956) loss_rec_all: 0.2144 (0.2215) loss_rec_sfr: 0.2827 (0.2894) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [16:08:46.547163] Epoch: [198] [1180/2904] eta: 0:21:52 lr: 0.002152 loss: 0.1830 (0.1956) loss_rec_all: 0.2095 (0.2214) loss_rec_sfr: 0.2667 (0.2892) loss_cl: -0.2793 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [16:09:01.455667] Epoch: [198] [1200/2904] eta: 0:21:36 lr: 0.002152 loss: 0.1853 (0.1956) loss_rec_all: 0.2117 (0.2214) loss_rec_sfr: 0.2517 (0.2889) loss_cl: -0.2786 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [16:09:16.363530] Epoch: [198] [1220/2904] eta: 0:21:20 lr: 0.002152 loss: 0.1897 (0.1955) loss_rec_all: 0.2157 (0.2214) loss_rec_sfr: 0.2617 (0.2884) loss_cl: -0.2784 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [16:09:31.272752] Epoch: [198] [1240/2904] eta: 0:21:05 lr: 0.002152 loss: 0.1888 (0.1955) loss_rec_all: 0.2146 (0.2214) loss_rec_sfr: 0.2728 (0.2886) loss_cl: -0.2783 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [16:09:46.188315] Epoch: [198] [1260/2904] eta: 0:20:49 lr: 0.002152 loss: 0.1890 (0.1956) loss_rec_all: 0.2154 (0.2215) loss_rec_sfr: 0.2785 (0.2888) loss_cl: -0.2785 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [16:10:01.097884] Epoch: [198] [1280/2904] eta: 0:20:33 lr: 0.002152 loss: 0.1845 (0.1957) loss_rec_all: 0.2104 (0.2215) loss_rec_sfr: 0.2769 (0.2891) loss_cl: -0.2789 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [16:10:16.004765] Epoch: [198] [1300/2904] eta: 0:20:18 lr: 0.002152 loss: 0.1869 (0.1957) loss_rec_all: 0.2132 (0.2216) loss_rec_sfr: 0.2710 (0.2891) loss_cl: -0.2790 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [16:10:30.911680] Epoch: [198] [1320/2904] eta: 0:20:02 lr: 0.002152 loss: 0.1818 (0.1957) loss_rec_all: 0.2076 (0.2215) loss_rec_sfr: 0.2617 (0.2891) loss_cl: -0.2785 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [16:10:45.823588] Epoch: [198] [1340/2904] eta: 0:19:47 lr: 0.002152 loss: 0.1839 (0.1956) loss_rec_all: 0.2104 (0.2215) loss_rec_sfr: 0.2682 (0.2888) loss_cl: -0.2793 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [16:11:00.733337] Epoch: [198] [1360/2904] eta: 0:19:31 lr: 0.002152 loss: 0.1874 (0.1956) loss_rec_all: 0.2135 (0.2214) loss_rec_sfr: 0.2783 (0.2889) loss_cl: -0.2794 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [16:11:15.641130] Epoch: [198] [1380/2904] eta: 0:19:16 lr: 0.002152 loss: 0.1852 (0.1955) loss_rec_all: 0.2110 (0.2214) loss_rec_sfr: 0.2589 (0.2885) loss_cl: -0.2790 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [16:11:30.547454] Epoch: [198] [1400/2904] eta: 0:19:00 lr: 0.002152 loss: 0.1839 (0.1955) loss_rec_all: 0.2099 (0.2214) loss_rec_sfr: 0.2744 (0.2885) loss_cl: -0.2791 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [16:11:45.456615] Epoch: [198] [1420/2904] eta: 0:18:45 lr: 0.002152 loss: 0.1926 (0.1956) loss_rec_all: 0.2187 (0.2215) loss_rec_sfr: 0.2682 (0.2889) loss_cl: -0.2784 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [16:12:00.368930] Epoch: [198] [1440/2904] eta: 0:18:30 lr: 0.002152 loss: 0.1846 (0.1955) loss_rec_all: 0.2104 (0.2213) loss_rec_sfr: 0.2710 (0.2885) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [16:12:15.279660] Epoch: [198] [1460/2904] eta: 0:18:14 lr: 0.002152 loss: 0.1849 (0.1955) loss_rec_all: 0.2112 (0.2213) loss_rec_sfr: 0.2650 (0.2884) loss_cl: -0.2791 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [16:12:30.192080] Epoch: [198] [1480/2904] eta: 0:17:59 lr: 0.002151 loss: 0.1905 (0.1956) loss_rec_all: 0.2166 (0.2214) loss_rec_sfr: 0.2691 (0.2888) loss_cl: -0.2795 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [16:12:45.101906] Epoch: [198] [1500/2904] eta: 0:17:43 lr: 0.002151 loss: 0.1840 (0.1955) loss_rec_all: 0.2100 (0.2214) loss_rec_sfr: 0.2604 (0.2887) loss_cl: -0.2793 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [16:13:00.011514] Epoch: [198] [1520/2904] eta: 0:17:28 lr: 0.002151 loss: 0.1889 (0.1956) loss_rec_all: 0.2150 (0.2215) loss_rec_sfr: 0.2710 (0.2888) loss_cl: -0.2781 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [16:13:14.923879] Epoch: [198] [1540/2904] eta: 0:17:13 lr: 0.002151 loss: 0.1841 (0.1956) loss_rec_all: 0.2106 (0.2214) loss_rec_sfr: 0.2315 (0.2886) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [16:13:29.845845] Epoch: [198] [1560/2904] eta: 0:16:57 lr: 0.002151 loss: 0.1857 (0.1956) loss_rec_all: 0.2115 (0.2215) loss_rec_sfr: 0.2757 (0.2888) loss_cl: -0.2788 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [16:13:44.758163] Epoch: [198] [1580/2904] eta: 0:16:42 lr: 0.002151 loss: 0.1871 (0.1956) loss_rec_all: 0.2130 (0.2215) loss_rec_sfr: 0.2583 (0.2887) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [16:13:59.670311] Epoch: [198] [1600/2904] eta: 0:16:27 lr: 0.002151 loss: 0.1818 (0.1956) loss_rec_all: 0.2084 (0.2214) loss_rec_sfr: 0.2078 (0.2884) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [16:14:14.580559] Epoch: [198] [1620/2904] eta: 0:16:11 lr: 0.002151 loss: 0.1890 (0.1956) loss_rec_all: 0.2149 (0.2215) loss_rec_sfr: 0.2676 (0.2886) loss_cl: -0.2783 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [16:14:29.495081] Epoch: [198] [1640/2904] eta: 0:15:56 lr: 0.002151 loss: 0.1908 (0.1958) loss_rec_all: 0.2166 (0.2217) loss_rec_sfr: 0.2959 (0.2892) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [16:14:44.405229] Epoch: [198] [1660/2904] eta: 0:15:41 lr: 0.002151 loss: 0.1895 (0.1959) loss_rec_all: 0.2154 (0.2217) loss_rec_sfr: 0.2773 (0.2895) loss_cl: -0.2795 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [16:14:59.309455] Epoch: [198] [1680/2904] eta: 0:15:25 lr: 0.002151 loss: 0.1837 (0.1960) loss_rec_all: 0.2095 (0.2218) loss_rec_sfr: 0.2646 (0.2897) loss_cl: -0.2796 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [16:15:14.213815] Epoch: [198] [1700/2904] eta: 0:15:10 lr: 0.002151 loss: 0.1843 (0.1959) loss_rec_all: 0.2104 (0.2217) loss_rec_sfr: 0.2736 (0.2895) loss_cl: -0.2785 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [16:15:29.117538] Epoch: [198] [1720/2904] eta: 0:14:55 lr: 0.002151 loss: 0.1861 (0.1958) loss_rec_all: 0.2119 (0.2217) loss_rec_sfr: 0.2645 (0.2894) loss_cl: -0.2777 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [16:15:44.027020] Epoch: [198] [1740/2904] eta: 0:14:40 lr: 0.002151 loss: 0.1904 (0.1959) loss_rec_all: 0.2169 (0.2218) loss_rec_sfr: 0.2742 (0.2897) loss_cl: -0.2789 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [16:15:58.938212] Epoch: [198] [1760/2904] eta: 0:14:24 lr: 0.002151 loss: 0.1858 (0.1959) loss_rec_all: 0.2119 (0.2218) loss_rec_sfr: 0.2683 (0.2895) loss_cl: -0.2800 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [16:16:13.845996] Epoch: [198] [1780/2904] eta: 0:14:09 lr: 0.002151 loss: 0.1853 (0.1960) loss_rec_all: 0.2110 (0.2219) loss_rec_sfr: 0.2785 (0.2900) loss_cl: -0.2792 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [16:16:28.756740] Epoch: [198] [1800/2904] eta: 0:13:54 lr: 0.002151 loss: 0.1901 (0.1960) loss_rec_all: 0.2160 (0.2218) loss_rec_sfr: 0.2638 (0.2898) loss_cl: -0.2785 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [16:16:43.668986] Epoch: [198] [1820/2904] eta: 0:13:39 lr: 0.002151 loss: 0.1880 (0.1960) loss_rec_all: 0.2140 (0.2218) loss_rec_sfr: 0.2688 (0.2897) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [16:16:58.583485] Epoch: [198] [1840/2904] eta: 0:13:23 lr: 0.002151 loss: 0.1850 (0.1959) loss_rec_all: 0.2113 (0.2218) loss_rec_sfr: 0.2616 (0.2895) loss_cl: -0.2793 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [16:17:13.493820] Epoch: [198] [1860/2904] eta: 0:13:08 lr: 0.002151 loss: 0.1853 (0.1959) loss_rec_all: 0.2112 (0.2217) loss_rec_sfr: 0.2379 (0.2893) loss_cl: -0.2783 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [16:17:28.405130] Epoch: [198] [1880/2904] eta: 0:12:53 lr: 0.002151 loss: 0.1836 (0.1959) loss_rec_all: 0.2102 (0.2217) loss_rec_sfr: 0.2798 (0.2894) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [16:17:43.320169] Epoch: [198] [1900/2904] eta: 0:12:38 lr: 0.002151 loss: 0.1876 (0.1959) loss_rec_all: 0.2137 (0.2217) loss_rec_sfr: 0.2691 (0.2893) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [16:17:58.229810] Epoch: [198] [1920/2904] eta: 0:12:22 lr: 0.002151 loss: 0.1930 (0.1959) loss_rec_all: 0.2186 (0.2218) loss_rec_sfr: 0.2782 (0.2895) loss_cl: -0.2787 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [16:18:13.147667] Epoch: [198] [1940/2904] eta: 0:12:07 lr: 0.002151 loss: 0.1877 (0.1959) loss_rec_all: 0.2134 (0.2217) loss_rec_sfr: 0.2650 (0.2892) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [16:18:28.058380] Epoch: [198] [1960/2904] eta: 0:11:52 lr: 0.002151 loss: 0.1860 (0.1958) loss_rec_all: 0.2119 (0.2216) loss_rec_sfr: 0.2742 (0.2890) loss_cl: -0.2783 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [16:18:42.977971] Epoch: [198] [1980/2904] eta: 0:11:37 lr: 0.002151 loss: 0.1856 (0.1959) loss_rec_all: 0.2117 (0.2217) loss_rec_sfr: 0.2654 (0.2893) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [16:18:57.907481] Epoch: [198] [2000/2904] eta: 0:11:22 lr: 0.002151 loss: 0.1855 (0.1960) loss_rec_all: 0.2117 (0.2218) loss_rec_sfr: 0.2678 (0.2895) loss_cl: -0.2789 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [16:19:12.818415] Epoch: [198] [2020/2904] eta: 0:11:07 lr: 0.002151 loss: 0.1837 (0.1959) loss_rec_all: 0.2097 (0.2218) loss_rec_sfr: 0.2518 (0.2893) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [16:19:27.732336] Epoch: [198] [2040/2904] eta: 0:10:51 lr: 0.002151 loss: 0.1881 (0.1960) loss_rec_all: 0.2141 (0.2218) loss_rec_sfr: 0.2840 (0.2896) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [16:19:42.653770] Epoch: [198] [2060/2904] eta: 0:10:36 lr: 0.002151 loss: 0.1856 (0.1959) loss_rec_all: 0.2119 (0.2217) loss_rec_sfr: 0.2616 (0.2894) loss_cl: -0.2793 (-0.2788) time: 0.7460 data: 0.0004 max mem: 29860 [16:19:57.564695] Epoch: [198] [2080/2904] eta: 0:10:21 lr: 0.002151 loss: 0.1835 (0.1959) loss_rec_all: 0.2096 (0.2218) loss_rec_sfr: 0.2704 (0.2894) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [16:20:12.478869] Epoch: [198] [2100/2904] eta: 0:10:06 lr: 0.002151 loss: 0.1829 (0.1959) loss_rec_all: 0.2090 (0.2217) loss_rec_sfr: 0.2694 (0.2892) loss_cl: -0.2778 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [16:20:27.401942] Epoch: [198] [2120/2904] eta: 0:09:51 lr: 0.002151 loss: 0.1878 (0.1958) loss_rec_all: 0.2137 (0.2217) loss_rec_sfr: 0.2710 (0.2892) loss_cl: -0.2784 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [16:20:42.312333] Epoch: [198] [2140/2904] eta: 0:09:36 lr: 0.002151 loss: 0.1887 (0.1959) loss_rec_all: 0.2149 (0.2217) loss_rec_sfr: 0.2683 (0.2893) loss_cl: -0.2792 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [16:20:57.225143] Epoch: [198] [2160/2904] eta: 0:09:20 lr: 0.002151 loss: 0.1822 (0.1958) loss_rec_all: 0.2085 (0.2217) loss_rec_sfr: 0.2586 (0.2891) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [16:21:12.139811] Epoch: [198] [2180/2904] eta: 0:09:05 lr: 0.002151 loss: 0.1862 (0.1958) loss_rec_all: 0.2123 (0.2216) loss_rec_sfr: 0.2768 (0.2890) loss_cl: -0.2798 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [16:21:27.054483] Epoch: [198] [2200/2904] eta: 0:08:50 lr: 0.002151 loss: 0.1821 (0.1958) loss_rec_all: 0.2081 (0.2216) loss_rec_sfr: 0.2706 (0.2890) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [16:21:41.971564] Epoch: [198] [2220/2904] eta: 0:08:35 lr: 0.002151 loss: 0.1840 (0.1957) loss_rec_all: 0.2103 (0.2215) loss_rec_sfr: 0.2598 (0.2887) loss_cl: -0.2795 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [16:21:56.885339] Epoch: [198] [2240/2904] eta: 0:08:20 lr: 0.002151 loss: 0.1847 (0.1957) loss_rec_all: 0.2114 (0.2215) loss_rec_sfr: 0.2337 (0.2886) loss_cl: -0.2798 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [16:22:11.799393] Epoch: [198] [2260/2904] eta: 0:08:05 lr: 0.002151 loss: 0.1844 (0.1957) loss_rec_all: 0.2109 (0.2215) loss_rec_sfr: 0.2718 (0.2885) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [16:22:26.708462] Epoch: [198] [2280/2904] eta: 0:07:50 lr: 0.002151 loss: 0.1834 (0.1956) loss_rec_all: 0.2098 (0.2215) loss_rec_sfr: 0.2610 (0.2885) loss_cl: -0.2786 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [16:22:41.778028] Epoch: [198] [2300/2904] eta: 0:07:35 lr: 0.002151 loss: 0.1854 (0.1957) loss_rec_all: 0.2113 (0.2215) loss_rec_sfr: 0.2601 (0.2886) loss_cl: -0.2780 (-0.2788) time: 0.7534 data: 0.0002 max mem: 29860 [16:22:56.689866] Epoch: [198] [2320/2904] eta: 0:07:20 lr: 0.002151 loss: 0.1880 (0.1956) loss_rec_all: 0.2142 (0.2215) loss_rec_sfr: 0.2704 (0.2884) loss_cl: -0.2799 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [16:23:11.600541] Epoch: [198] [2340/2904] eta: 0:07:04 lr: 0.002151 loss: 0.1806 (0.1956) loss_rec_all: 0.2067 (0.2214) loss_rec_sfr: 0.2712 (0.2882) loss_cl: -0.2796 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [16:23:26.512886] Epoch: [198] [2360/2904] eta: 0:06:49 lr: 0.002151 loss: 0.1854 (0.1955) loss_rec_all: 0.2111 (0.2214) loss_rec_sfr: 0.2645 (0.2881) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [16:23:41.423228] Epoch: [198] [2380/2904] eta: 0:06:34 lr: 0.002151 loss: 0.1872 (0.1956) loss_rec_all: 0.2133 (0.2215) loss_rec_sfr: 0.2742 (0.2883) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [16:23:56.331321] Epoch: [198] [2400/2904] eta: 0:06:19 lr: 0.002151 loss: 0.1834 (0.1956) loss_rec_all: 0.2095 (0.2214) loss_rec_sfr: 0.2734 (0.2883) loss_cl: -0.2789 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [16:24:11.239697] Epoch: [198] [2420/2904] eta: 0:06:04 lr: 0.002151 loss: 0.1865 (0.1955) loss_rec_all: 0.2128 (0.2214) loss_rec_sfr: 0.2693 (0.2881) loss_cl: -0.2792 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [16:24:26.145460] Epoch: [198] [2440/2904] eta: 0:05:49 lr: 0.002150 loss: 0.1863 (0.1956) loss_rec_all: 0.2128 (0.2214) loss_rec_sfr: 0.2691 (0.2882) loss_cl: -0.2796 (-0.2788) time: 0.7452 data: 0.0003 max mem: 29860 [16:24:41.049586] Epoch: [198] [2460/2904] eta: 0:05:34 lr: 0.002150 loss: 0.1849 (0.1956) loss_rec_all: 0.2111 (0.2214) loss_rec_sfr: 0.2671 (0.2882) loss_cl: -0.2789 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [16:24:55.952202] Epoch: [198] [2480/2904] eta: 0:05:19 lr: 0.002150 loss: 0.1811 (0.1955) loss_rec_all: 0.2075 (0.2213) loss_rec_sfr: 0.2337 (0.2878) loss_cl: -0.2789 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [16:25:10.857350] Epoch: [198] [2500/2904] eta: 0:05:04 lr: 0.002150 loss: 0.1880 (0.1955) loss_rec_all: 0.2140 (0.2214) loss_rec_sfr: 0.2735 (0.2880) loss_cl: -0.2793 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [16:25:25.765641] Epoch: [198] [2520/2904] eta: 0:04:49 lr: 0.002150 loss: 0.1878 (0.1955) loss_rec_all: 0.2135 (0.2213) loss_rec_sfr: 0.2694 (0.2878) loss_cl: -0.2794 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [16:25:40.673494] Epoch: [198] [2540/2904] eta: 0:04:34 lr: 0.002150 loss: 0.1899 (0.1955) loss_rec_all: 0.2157 (0.2213) loss_rec_sfr: 0.2676 (0.2877) loss_cl: -0.2791 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [16:25:55.584680] Epoch: [198] [2560/2904] eta: 0:04:18 lr: 0.002150 loss: 0.1900 (0.1955) loss_rec_all: 0.2157 (0.2213) loss_rec_sfr: 0.2779 (0.2878) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0004 max mem: 29860 [16:26:10.499686] Epoch: [198] [2580/2904] eta: 0:04:03 lr: 0.002150 loss: 0.1839 (0.1955) loss_rec_all: 0.2106 (0.2213) loss_rec_sfr: 0.2599 (0.2877) loss_cl: -0.2801 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [16:26:25.406182] Epoch: [198] [2600/2904] eta: 0:03:48 lr: 0.002150 loss: 0.1863 (0.1955) loss_rec_all: 0.2122 (0.2213) loss_rec_sfr: 0.2748 (0.2876) loss_cl: -0.2791 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [16:26:40.308263] Epoch: [198] [2620/2904] eta: 0:03:33 lr: 0.002150 loss: 0.1862 (0.1954) loss_rec_all: 0.2121 (0.2213) loss_rec_sfr: 0.2692 (0.2875) loss_cl: -0.2791 (-0.2788) time: 0.7451 data: 0.0004 max mem: 29860 [16:26:55.210845] Epoch: [198] [2640/2904] eta: 0:03:18 lr: 0.002150 loss: 0.1852 (0.1954) loss_rec_all: 0.2112 (0.2213) loss_rec_sfr: 0.2702 (0.2875) loss_cl: -0.2792 (-0.2788) time: 0.7451 data: 0.0003 max mem: 29860 [16:27:10.114556] Epoch: [198] [2660/2904] eta: 0:03:03 lr: 0.002150 loss: 0.1841 (0.1954) loss_rec_all: 0.2107 (0.2213) loss_rec_sfr: 0.2740 (0.2876) loss_cl: -0.2783 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [16:27:25.020486] Epoch: [198] [2680/2904] eta: 0:02:48 lr: 0.002150 loss: 0.1844 (0.1954) loss_rec_all: 0.2108 (0.2213) loss_rec_sfr: 0.2624 (0.2875) loss_cl: -0.2785 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [16:27:39.926285] Epoch: [198] [2700/2904] eta: 0:02:33 lr: 0.002150 loss: 0.1851 (0.1954) loss_rec_all: 0.2112 (0.2213) loss_rec_sfr: 0.2690 (0.2875) loss_cl: -0.2793 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [16:27:54.845935] Epoch: [198] [2720/2904] eta: 0:02:18 lr: 0.002150 loss: 0.1860 (0.1954) loss_rec_all: 0.2123 (0.2213) loss_rec_sfr: 0.2713 (0.2876) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [16:28:09.768782] Epoch: [198] [2740/2904] eta: 0:02:03 lr: 0.002150 loss: 0.1858 (0.1954) loss_rec_all: 0.2116 (0.2213) loss_rec_sfr: 0.2594 (0.2874) loss_cl: -0.2782 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [16:28:24.710235] Epoch: [198] [2760/2904] eta: 0:01:48 lr: 0.002150 loss: 0.1867 (0.1954) loss_rec_all: 0.2129 (0.2213) loss_rec_sfr: 0.2747 (0.2875) loss_cl: -0.2788 (-0.2788) time: 0.7470 data: 0.0003 max mem: 29860 [16:28:39.629436] Epoch: [198] [2780/2904] eta: 0:01:33 lr: 0.002150 loss: 0.1853 (0.1954) loss_rec_all: 0.2119 (0.2213) loss_rec_sfr: 0.2692 (0.2874) loss_cl: -0.2795 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [16:28:54.552759] Epoch: [198] [2800/2904] eta: 0:01:18 lr: 0.002150 loss: 0.1895 (0.1954) loss_rec_all: 0.2156 (0.2213) loss_rec_sfr: 0.2627 (0.2876) loss_cl: -0.2795 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [16:29:09.481579] Epoch: [198] [2820/2904] eta: 0:01:03 lr: 0.002150 loss: 0.1882 (0.1955) loss_rec_all: 0.2142 (0.2214) loss_rec_sfr: 0.2798 (0.2877) loss_cl: -0.2794 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [16:29:24.449643] Epoch: [198] [2840/2904] eta: 0:00:48 lr: 0.002150 loss: 0.1866 (0.1956) loss_rec_all: 0.2125 (0.2215) loss_rec_sfr: 0.2807 (0.2880) loss_cl: -0.2787 (-0.2788) time: 0.7483 data: 0.0030 max mem: 29860 [16:29:39.362138] Epoch: [198] [2860/2904] eta: 0:00:33 lr: 0.002150 loss: 0.1943 (0.1956) loss_rec_all: 0.2204 (0.2215) loss_rec_sfr: 0.2709 (0.2881) loss_cl: -0.2796 (-0.2788) time: 0.7456 data: 0.0001 max mem: 29860 [16:29:54.270336] Epoch: [198] [2880/2904] eta: 0:00:18 lr: 0.002150 loss: 0.1871 (0.1956) loss_rec_all: 0.2131 (0.2215) loss_rec_sfr: 0.2799 (0.2882) loss_cl: -0.2798 (-0.2788) time: 0.7453 data: 0.0001 max mem: 29860 [16:30:09.187960] Epoch: [198] [2900/2904] eta: 0:00:03 lr: 0.002150 loss: 0.1828 (0.1956) loss_rec_all: 0.2086 (0.2214) loss_rec_sfr: 0.2312 (0.2879) loss_cl: -0.2774 (-0.2788) time: 0.7458 data: 0.0001 max mem: 29860 [16:30:11.433901] Epoch: [198] [2903/2904] eta: 0:00:00 lr: 0.002150 loss: 0.1842 (0.1956) loss_rec_all: 0.2104 (0.2214) loss_rec_sfr: 0.2312 (0.2879) loss_cl: -0.2774 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [16:30:13.578921] Epoch: [198] Total time: 0:36:25 (0.7527 s / it) [16:30:13.596335] Averaged stats: lr: 0.002150 loss: 0.1842 (0.1984) loss_rec_all: 0.2104 (0.2219) loss_rec_sfr: 0.2312 (0.2895) loss_cl: -0.2774 (-0.2555) [16:30:13.601132] log_dir: ./checkpoint/VF2_ViT-B [16:30:28.946323] Epoch: [199] [ 0/2904] eta: 12:22:39 lr: 0.002150 loss: 0.1795 (0.1795) loss_rec_all: 0.2062 (0.2062) loss_rec_sfr: 0.2028 (0.2028) loss_cl: -0.2807 (-0.2807) time: 15.3443 data: 6.4114 max mem: 29860 [16:30:45.452857] Epoch: [199] [ 20/2904] eta: 1:12:53 lr: 0.002150 loss: 0.1830 (0.1891) loss_rec_all: 0.2090 (0.2150) loss_rec_sfr: 0.2812 (0.2743) loss_cl: -0.2786 (-0.2786) time: 0.8252 data: 0.0814 max mem: 29860 [16:31:00.325509] Epoch: [199] [ 40/2904] eta: 0:54:23 lr: 0.002150 loss: 0.1838 (0.1936) loss_rec_all: 0.2101 (0.2194) loss_rec_sfr: 0.2661 (0.2873) loss_cl: -0.2787 (-0.2786) time: 0.7436 data: 0.0004 max mem: 29860 [16:31:15.207750] Epoch: [199] [ 60/2904] eta: 0:47:52 lr: 0.002150 loss: 0.1831 (0.1915) loss_rec_all: 0.2094 (0.2175) loss_rec_sfr: 0.2663 (0.2790) loss_cl: -0.2789 (-0.2787) time: 0.7441 data: 0.0003 max mem: 29860 [16:31:30.111691] Epoch: [199] [ 80/2904] eta: 0:44:27 lr: 0.002150 loss: 0.1880 (0.1941) loss_rec_all: 0.2143 (0.2200) loss_rec_sfr: 0.2652 (0.2863) loss_cl: -0.2787 (-0.2787) time: 0.7451 data: 0.0003 max mem: 29860 [16:31:45.017860] Epoch: [199] [ 100/2904] eta: 0:42:17 lr: 0.002150 loss: 0.1838 (0.1936) loss_rec_all: 0.2100 (0.2195) loss_rec_sfr: 0.2691 (0.2852) loss_cl: -0.2794 (-0.2788) time: 0.7453 data: 0.0004 max mem: 29860 [16:31:59.934240] Epoch: [199] [ 120/2904] eta: 0:40:46 lr: 0.002150 loss: 0.1811 (0.1935) loss_rec_all: 0.2076 (0.2194) loss_rec_sfr: 0.2620 (0.2843) loss_cl: -0.2795 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [16:32:14.863300] Epoch: [199] [ 140/2904] eta: 0:39:36 lr: 0.002150 loss: 0.1878 (0.1939) loss_rec_all: 0.2136 (0.2198) loss_rec_sfr: 0.2642 (0.2847) loss_cl: -0.2788 (-0.2788) time: 0.7464 data: 0.0003 max mem: 29860 [16:32:29.827459] Epoch: [199] [ 160/2904] eta: 0:38:41 lr: 0.002150 loss: 0.1873 (0.1943) loss_rec_all: 0.2131 (0.2201) loss_rec_sfr: 0.2820 (0.2860) loss_cl: -0.2782 (-0.2787) time: 0.7481 data: 0.0003 max mem: 29860 [16:32:44.762632] Epoch: [199] [ 180/2904] eta: 0:37:54 lr: 0.002150 loss: 0.1877 (0.1958) loss_rec_all: 0.2137 (0.2217) loss_rec_sfr: 0.2832 (0.2913) loss_cl: -0.2784 (-0.2787) time: 0.7467 data: 0.0005 max mem: 29860 [16:32:59.708903] Epoch: [199] [ 200/2904] eta: 0:37:14 lr: 0.002150 loss: 0.1874 (0.1958) loss_rec_all: 0.2132 (0.2217) loss_rec_sfr: 0.2770 (0.2914) loss_cl: -0.2791 (-0.2787) time: 0.7473 data: 0.0005 max mem: 29860 [16:33:14.637982] Epoch: [199] [ 220/2904] eta: 0:36:38 lr: 0.002150 loss: 0.1832 (0.1954) loss_rec_all: 0.2093 (0.2213) loss_rec_sfr: 0.2734 (0.2910) loss_cl: -0.2792 (-0.2788) time: 0.7464 data: 0.0005 max mem: 29860 [16:33:29.567617] Epoch: [199] [ 240/2904] eta: 0:36:06 lr: 0.002150 loss: 0.1866 (0.1956) loss_rec_all: 0.2125 (0.2214) loss_rec_sfr: 0.2755 (0.2916) loss_cl: -0.2792 (-0.2788) time: 0.7464 data: 0.0003 max mem: 29860 [16:33:44.502960] Epoch: [199] [ 260/2904] eta: 0:35:36 lr: 0.002150 loss: 0.1859 (0.1956) loss_rec_all: 0.2120 (0.2215) loss_rec_sfr: 0.2731 (0.2921) loss_cl: -0.2796 (-0.2788) time: 0.7467 data: 0.0003 max mem: 29860 [16:33:59.429411] Epoch: [199] [ 280/2904] eta: 0:35:08 lr: 0.002150 loss: 0.1811 (0.1950) loss_rec_all: 0.2070 (0.2208) loss_rec_sfr: 0.2374 (0.2895) loss_cl: -0.2784 (-0.2788) time: 0.7463 data: 0.0003 max mem: 29860 [16:34:14.356327] Epoch: [199] [ 300/2904] eta: 0:34:42 lr: 0.002150 loss: 0.1896 (0.1956) loss_rec_all: 0.2153 (0.2214) loss_rec_sfr: 0.2668 (0.2909) loss_cl: -0.2778 (-0.2787) time: 0.7463 data: 0.0003 max mem: 29860 [16:34:29.281430] Epoch: [199] [ 320/2904] eta: 0:34:18 lr: 0.002150 loss: 0.1871 (0.1955) loss_rec_all: 0.2137 (0.2213) loss_rec_sfr: 0.2725 (0.2904) loss_cl: -0.2788 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [16:34:44.204295] Epoch: [199] [ 340/2904] eta: 0:33:54 lr: 0.002150 loss: 0.1871 (0.1960) loss_rec_all: 0.2134 (0.2219) loss_rec_sfr: 0.2850 (0.2921) loss_cl: -0.2792 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [16:34:59.124637] Epoch: [199] [ 360/2904] eta: 0:33:31 lr: 0.002150 loss: 0.1880 (0.1959) loss_rec_all: 0.2139 (0.2218) loss_rec_sfr: 0.2652 (0.2912) loss_cl: -0.2785 (-0.2787) time: 0.7460 data: 0.0003 max mem: 29860 [16:35:14.045354] Epoch: [199] [ 380/2904] eta: 0:33:10 lr: 0.002150 loss: 0.1856 (0.1958) loss_rec_all: 0.2115 (0.2216) loss_rec_sfr: 0.2733 (0.2905) loss_cl: -0.2791 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [16:35:28.963150] Epoch: [199] [ 400/2904] eta: 0:32:49 lr: 0.002150 loss: 0.1850 (0.1954) loss_rec_all: 0.2108 (0.2212) loss_rec_sfr: 0.2581 (0.2890) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [16:35:43.887809] Epoch: [199] [ 420/2904] eta: 0:32:28 lr: 0.002150 loss: 0.1827 (0.1954) loss_rec_all: 0.2086 (0.2212) loss_rec_sfr: 0.2754 (0.2893) loss_cl: -0.2789 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [16:35:58.816826] Epoch: [199] [ 440/2904] eta: 0:32:08 lr: 0.002150 loss: 0.1874 (0.1953) loss_rec_all: 0.2135 (0.2212) loss_rec_sfr: 0.2647 (0.2888) loss_cl: -0.2790 (-0.2788) time: 0.7464 data: 0.0003 max mem: 29860 [16:36:13.747305] Epoch: [199] [ 460/2904] eta: 0:31:49 lr: 0.002150 loss: 0.1847 (0.1953) loss_rec_all: 0.2105 (0.2211) loss_rec_sfr: 0.2775 (0.2894) loss_cl: -0.2800 (-0.2788) time: 0.7465 data: 0.0003 max mem: 29860 [16:36:28.675939] Epoch: [199] [ 480/2904] eta: 0:31:30 lr: 0.002150 loss: 0.1840 (0.1952) loss_rec_all: 0.2103 (0.2210) loss_rec_sfr: 0.2662 (0.2890) loss_cl: -0.2798 (-0.2788) time: 0.7464 data: 0.0003 max mem: 29860 [16:36:43.602161] Epoch: [199] [ 500/2904] eta: 0:31:11 lr: 0.002149 loss: 0.1858 (0.1950) loss_rec_all: 0.2117 (0.2209) loss_rec_sfr: 0.2652 (0.2882) loss_cl: -0.2793 (-0.2789) time: 0.7463 data: 0.0003 max mem: 29860 [16:36:58.524362] Epoch: [199] [ 520/2904] eta: 0:30:52 lr: 0.002149 loss: 0.1919 (0.1952) loss_rec_all: 0.2180 (0.2211) loss_rec_sfr: 0.2786 (0.2890) loss_cl: -0.2778 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [16:37:13.455186] Epoch: [199] [ 540/2904] eta: 0:30:34 lr: 0.002149 loss: 0.1865 (0.1952) loss_rec_all: 0.2126 (0.2211) loss_rec_sfr: 0.2773 (0.2892) loss_cl: -0.2789 (-0.2788) time: 0.7465 data: 0.0003 max mem: 29860 [16:37:28.388223] Epoch: [199] [ 560/2904] eta: 0:30:16 lr: 0.002149 loss: 0.1845 (0.1948) loss_rec_all: 0.2105 (0.2207) loss_rec_sfr: 0.2659 (0.2878) loss_cl: -0.2795 (-0.2789) time: 0.7466 data: 0.0003 max mem: 29860 [16:37:43.320147] Epoch: [199] [ 580/2904] eta: 0:29:58 lr: 0.002149 loss: 0.1833 (0.1949) loss_rec_all: 0.2092 (0.2207) loss_rec_sfr: 0.2748 (0.2881) loss_cl: -0.2784 (-0.2788) time: 0.7465 data: 0.0003 max mem: 29860 [16:37:58.248367] Epoch: [199] [ 600/2904] eta: 0:29:41 lr: 0.002149 loss: 0.1842 (0.1950) loss_rec_all: 0.2103 (0.2208) loss_rec_sfr: 0.2707 (0.2888) loss_cl: -0.2784 (-0.2788) time: 0.7464 data: 0.0003 max mem: 29860 [16:38:13.175977] Epoch: [199] [ 620/2904] eta: 0:29:23 lr: 0.002149 loss: 0.1858 (0.1949) loss_rec_all: 0.2117 (0.2208) loss_rec_sfr: 0.2701 (0.2887) loss_cl: -0.2790 (-0.2788) time: 0.7463 data: 0.0003 max mem: 29860 [16:38:28.110187] Epoch: [199] [ 640/2904] eta: 0:29:06 lr: 0.002149 loss: 0.1865 (0.1950) loss_rec_all: 0.2125 (0.2209) loss_rec_sfr: 0.2698 (0.2891) loss_cl: -0.2792 (-0.2788) time: 0.7467 data: 0.0003 max mem: 29860 [16:38:43.023546] Epoch: [199] [ 660/2904] eta: 0:28:49 lr: 0.002149 loss: 0.1831 (0.1950) loss_rec_all: 0.2095 (0.2208) loss_rec_sfr: 0.2735 (0.2891) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [16:38:57.937636] Epoch: [199] [ 680/2904] eta: 0:28:32 lr: 0.002149 loss: 0.1876 (0.1949) loss_rec_all: 0.2136 (0.2208) loss_rec_sfr: 0.2723 (0.2888) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [16:39:12.846970] Epoch: [199] [ 700/2904] eta: 0:28:15 lr: 0.002149 loss: 0.1803 (0.1945) loss_rec_all: 0.2063 (0.2204) loss_rec_sfr: 0.2645 (0.2877) loss_cl: -0.2787 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [16:39:27.757311] Epoch: [199] [ 720/2904] eta: 0:27:58 lr: 0.002149 loss: 0.1818 (0.1943) loss_rec_all: 0.2079 (0.2202) loss_rec_sfr: 0.2659 (0.2871) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [16:39:42.669210] Epoch: [199] [ 740/2904] eta: 0:27:41 lr: 0.002149 loss: 0.1870 (0.1945) loss_rec_all: 0.2134 (0.2203) loss_rec_sfr: 0.2700 (0.2874) loss_cl: -0.2795 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [16:39:57.582870] Epoch: [199] [ 760/2904] eta: 0:27:25 lr: 0.002149 loss: 0.1840 (0.1945) loss_rec_all: 0.2104 (0.2204) loss_rec_sfr: 0.2673 (0.2875) loss_cl: -0.2794 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [16:40:12.495688] Epoch: [199] [ 780/2904] eta: 0:27:08 lr: 0.002149 loss: 0.1877 (0.1946) loss_rec_all: 0.2138 (0.2205) loss_rec_sfr: 0.2559 (0.2877) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [16:40:27.411638] Epoch: [199] [ 800/2904] eta: 0:26:52 lr: 0.002149 loss: 0.1835 (0.1946) loss_rec_all: 0.2097 (0.2205) loss_rec_sfr: 0.2685 (0.2875) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [16:40:42.324022] Epoch: [199] [ 820/2904] eta: 0:26:35 lr: 0.002149 loss: 0.1856 (0.1947) loss_rec_all: 0.2120 (0.2206) loss_rec_sfr: 0.2689 (0.2879) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [16:40:57.234503] Epoch: [199] [ 840/2904] eta: 0:26:19 lr: 0.002149 loss: 0.1845 (0.1947) loss_rec_all: 0.2105 (0.2206) loss_rec_sfr: 0.2632 (0.2878) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [16:41:12.143096] Epoch: [199] [ 860/2904] eta: 0:26:03 lr: 0.002149 loss: 0.1932 (0.1950) loss_rec_all: 0.2191 (0.2209) loss_rec_sfr: 0.2695 (0.2886) loss_cl: -0.2791 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [16:41:27.051798] Epoch: [199] [ 880/2904] eta: 0:25:47 lr: 0.002149 loss: 0.1868 (0.1949) loss_rec_all: 0.2127 (0.2208) loss_rec_sfr: 0.2674 (0.2882) loss_cl: -0.2794 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [16:41:41.960053] Epoch: [199] [ 900/2904] eta: 0:25:30 lr: 0.002149 loss: 0.1856 (0.1949) loss_rec_all: 0.2120 (0.2208) loss_rec_sfr: 0.2580 (0.2879) loss_cl: -0.2790 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [16:41:56.871877] Epoch: [199] [ 920/2904] eta: 0:25:14 lr: 0.002149 loss: 0.1838 (0.1950) loss_rec_all: 0.2100 (0.2208) loss_rec_sfr: 0.2371 (0.2879) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [16:42:11.783918] Epoch: [199] [ 940/2904] eta: 0:24:58 lr: 0.002149 loss: 0.1850 (0.1949) loss_rec_all: 0.2108 (0.2208) loss_rec_sfr: 0.2754 (0.2875) loss_cl: -0.2784 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [16:42:26.690439] Epoch: [199] [ 960/2904] eta: 0:24:42 lr: 0.002149 loss: 0.1905 (0.1951) loss_rec_all: 0.2169 (0.2210) loss_rec_sfr: 0.2613 (0.2880) loss_cl: -0.2793 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [16:42:41.598823] Epoch: [199] [ 980/2904] eta: 0:24:26 lr: 0.002149 loss: 0.1932 (0.1954) loss_rec_all: 0.2193 (0.2213) loss_rec_sfr: 0.2795 (0.2891) loss_cl: -0.2787 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [16:42:56.511374] Epoch: [199] [1000/2904] eta: 0:24:11 lr: 0.002149 loss: 0.1881 (0.1954) loss_rec_all: 0.2140 (0.2213) loss_rec_sfr: 0.2744 (0.2891) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [16:43:11.431200] Epoch: [199] [1020/2904] eta: 0:23:55 lr: 0.002149 loss: 0.1869 (0.1955) loss_rec_all: 0.2132 (0.2214) loss_rec_sfr: 0.2649 (0.2895) loss_cl: -0.2778 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [16:43:26.341367] Epoch: [199] [1040/2904] eta: 0:23:39 lr: 0.002149 loss: 0.1876 (0.1956) loss_rec_all: 0.2138 (0.2214) loss_rec_sfr: 0.2734 (0.2896) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [16:43:41.254276] Epoch: [199] [1060/2904] eta: 0:23:23 lr: 0.002149 loss: 0.1895 (0.1956) loss_rec_all: 0.2157 (0.2214) loss_rec_sfr: 0.2750 (0.2897) loss_cl: -0.2793 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [16:43:56.170528] Epoch: [199] [1080/2904] eta: 0:23:07 lr: 0.002149 loss: 0.1857 (0.1954) loss_rec_all: 0.2116 (0.2213) loss_rec_sfr: 0.2768 (0.2894) loss_cl: -0.2794 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [16:44:11.083371] Epoch: [199] [1100/2904] eta: 0:22:52 lr: 0.002149 loss: 0.1840 (0.1956) loss_rec_all: 0.2100 (0.2214) loss_rec_sfr: 0.2687 (0.2898) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [16:44:25.997652] Epoch: [199] [1120/2904] eta: 0:22:36 lr: 0.002149 loss: 0.1862 (0.1956) loss_rec_all: 0.2120 (0.2215) loss_rec_sfr: 0.2764 (0.2899) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [16:44:40.906811] Epoch: [199] [1140/2904] eta: 0:22:20 lr: 0.002149 loss: 0.1856 (0.1956) loss_rec_all: 0.2120 (0.2215) loss_rec_sfr: 0.2599 (0.2896) loss_cl: -0.2789 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [16:44:55.816991] Epoch: [199] [1160/2904] eta: 0:22:05 lr: 0.002149 loss: 0.1886 (0.1956) loss_rec_all: 0.2146 (0.2215) loss_rec_sfr: 0.2741 (0.2896) loss_cl: -0.2783 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [16:45:10.724276] Epoch: [199] [1180/2904] eta: 0:21:49 lr: 0.002149 loss: 0.1881 (0.1957) loss_rec_all: 0.2138 (0.2216) loss_rec_sfr: 0.2642 (0.2898) loss_cl: -0.2776 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [16:45:25.636067] Epoch: [199] [1200/2904] eta: 0:21:33 lr: 0.002149 loss: 0.1854 (0.1958) loss_rec_all: 0.2113 (0.2216) loss_rec_sfr: 0.2752 (0.2899) loss_cl: -0.2777 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [16:45:40.549651] Epoch: [199] [1220/2904] eta: 0:21:18 lr: 0.002149 loss: 0.1853 (0.1959) loss_rec_all: 0.2114 (0.2218) loss_rec_sfr: 0.2777 (0.2903) loss_cl: -0.2796 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [16:45:55.463515] Epoch: [199] [1240/2904] eta: 0:21:02 lr: 0.002149 loss: 0.1843 (0.1960) loss_rec_all: 0.2102 (0.2218) loss_rec_sfr: 0.2727 (0.2905) loss_cl: -0.2805 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [16:46:10.378570] Epoch: [199] [1260/2904] eta: 0:20:47 lr: 0.002149 loss: 0.1855 (0.1959) loss_rec_all: 0.2112 (0.2218) loss_rec_sfr: 0.2627 (0.2903) loss_cl: -0.2783 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [16:46:25.362558] Epoch: [199] [1280/2904] eta: 0:20:31 lr: 0.002149 loss: 0.1863 (0.1959) loss_rec_all: 0.2121 (0.2217) loss_rec_sfr: 0.2753 (0.2902) loss_cl: -0.2783 (-0.2788) time: 0.7492 data: 0.0002 max mem: 29860 [16:46:40.346958] Epoch: [199] [1300/2904] eta: 0:20:16 lr: 0.002149 loss: 0.1820 (0.1957) loss_rec_all: 0.2076 (0.2216) loss_rec_sfr: 0.2589 (0.2897) loss_cl: -0.2788 (-0.2788) time: 0.7492 data: 0.0002 max mem: 29860 [16:46:55.334979] Epoch: [199] [1320/2904] eta: 0:20:01 lr: 0.002149 loss: 0.1872 (0.1957) loss_rec_all: 0.2130 (0.2215) loss_rec_sfr: 0.2710 (0.2894) loss_cl: -0.2788 (-0.2788) time: 0.7494 data: 0.0002 max mem: 29860 [16:47:10.308460] Epoch: [199] [1340/2904] eta: 0:19:45 lr: 0.002149 loss: 0.1882 (0.1957) loss_rec_all: 0.2143 (0.2216) loss_rec_sfr: 0.2657 (0.2895) loss_cl: -0.2792 (-0.2788) time: 0.7486 data: 0.0002 max mem: 29860 [16:47:25.269664] Epoch: [199] [1360/2904] eta: 0:19:30 lr: 0.002149 loss: 0.1852 (0.1957) loss_rec_all: 0.2112 (0.2216) loss_rec_sfr: 0.2710 (0.2895) loss_cl: -0.2792 (-0.2788) time: 0.7480 data: 0.0002 max mem: 29860 [16:47:40.250893] Epoch: [199] [1380/2904] eta: 0:19:14 lr: 0.002149 loss: 0.1846 (0.1957) loss_rec_all: 0.2105 (0.2215) loss_rec_sfr: 0.2324 (0.2892) loss_cl: -0.2787 (-0.2788) time: 0.7490 data: 0.0002 max mem: 29860 [16:47:55.231250] Epoch: [199] [1400/2904] eta: 0:18:59 lr: 0.002149 loss: 0.1927 (0.1959) loss_rec_all: 0.2184 (0.2217) loss_rec_sfr: 0.2851 (0.2900) loss_cl: -0.2794 (-0.2788) time: 0.7490 data: 0.0002 max mem: 29860 [16:48:10.207395] Epoch: [199] [1420/2904] eta: 0:18:44 lr: 0.002149 loss: 0.1866 (0.1960) loss_rec_all: 0.2123 (0.2218) loss_rec_sfr: 0.2669 (0.2902) loss_cl: -0.2786 (-0.2788) time: 0.7488 data: 0.0002 max mem: 29860 [16:48:25.206546] Epoch: [199] [1440/2904] eta: 0:18:28 lr: 0.002149 loss: 0.1845 (0.1959) loss_rec_all: 0.2103 (0.2218) loss_rec_sfr: 0.2380 (0.2900) loss_cl: -0.2791 (-0.2788) time: 0.7499 data: 0.0002 max mem: 29860 [16:48:40.201166] Epoch: [199] [1460/2904] eta: 0:18:13 lr: 0.002148 loss: 0.1867 (0.1960) loss_rec_all: 0.2130 (0.2219) loss_rec_sfr: 0.2550 (0.2901) loss_cl: -0.2786 (-0.2788) time: 0.7497 data: 0.0002 max mem: 29860 [16:48:55.185114] Epoch: [199] [1480/2904] eta: 0:17:58 lr: 0.002148 loss: 0.1902 (0.1960) loss_rec_all: 0.2167 (0.2219) loss_rec_sfr: 0.2603 (0.2900) loss_cl: -0.2791 (-0.2788) time: 0.7492 data: 0.0002 max mem: 29860 [16:49:10.178510] Epoch: [199] [1500/2904] eta: 0:17:43 lr: 0.002148 loss: 0.1841 (0.1960) loss_rec_all: 0.2101 (0.2218) loss_rec_sfr: 0.2619 (0.2899) loss_cl: -0.2796 (-0.2788) time: 0.7496 data: 0.0002 max mem: 29860 [16:49:25.163010] Epoch: [199] [1520/2904] eta: 0:17:27 lr: 0.002148 loss: 0.1833 (0.1960) loss_rec_all: 0.2093 (0.2218) loss_rec_sfr: 0.2697 (0.2899) loss_cl: -0.2785 (-0.2788) time: 0.7492 data: 0.0002 max mem: 29860 [16:49:40.122942] Epoch: [199] [1540/2904] eta: 0:17:12 lr: 0.002148 loss: 0.1819 (0.1959) loss_rec_all: 0.2080 (0.2217) loss_rec_sfr: 0.2771 (0.2898) loss_cl: -0.2789 (-0.2788) time: 0.7480 data: 0.0003 max mem: 29860 [16:49:55.090567] Epoch: [199] [1560/2904] eta: 0:16:57 lr: 0.002148 loss: 0.1875 (0.1959) loss_rec_all: 0.2133 (0.2217) loss_rec_sfr: 0.2767 (0.2900) loss_cl: -0.2787 (-0.2788) time: 0.7483 data: 0.0002 max mem: 29860 [16:50:10.033950] Epoch: [199] [1580/2904] eta: 0:16:41 lr: 0.002148 loss: 0.1853 (0.1958) loss_rec_all: 0.2115 (0.2217) loss_rec_sfr: 0.2785 (0.2899) loss_cl: -0.2785 (-0.2788) time: 0.7471 data: 0.0002 max mem: 29860 [16:50:24.973005] Epoch: [199] [1600/2904] eta: 0:16:26 lr: 0.002148 loss: 0.1841 (0.1958) loss_rec_all: 0.2100 (0.2217) loss_rec_sfr: 0.2744 (0.2899) loss_cl: -0.2786 (-0.2788) time: 0.7469 data: 0.0002 max mem: 29860 [16:50:39.936887] Epoch: [199] [1620/2904] eta: 0:16:11 lr: 0.002148 loss: 0.1834 (0.1957) loss_rec_all: 0.2094 (0.2216) loss_rec_sfr: 0.2689 (0.2896) loss_cl: -0.2787 (-0.2788) time: 0.7481 data: 0.0003 max mem: 29860 [16:50:54.900665] Epoch: [199] [1640/2904] eta: 0:15:56 lr: 0.002148 loss: 0.1832 (0.1957) loss_rec_all: 0.2096 (0.2216) loss_rec_sfr: 0.2634 (0.2897) loss_cl: -0.2783 (-0.2788) time: 0.7481 data: 0.0002 max mem: 29860 [16:51:09.881814] Epoch: [199] [1660/2904] eta: 0:15:40 lr: 0.002148 loss: 0.1880 (0.1957) loss_rec_all: 0.2142 (0.2216) loss_rec_sfr: 0.2757 (0.2896) loss_cl: -0.2785 (-0.2788) time: 0.7490 data: 0.0003 max mem: 29860 [16:51:24.837893] Epoch: [199] [1680/2904] eta: 0:15:25 lr: 0.002148 loss: 0.1832 (0.1957) loss_rec_all: 0.2092 (0.2216) loss_rec_sfr: 0.2692 (0.2897) loss_cl: -0.2793 (-0.2788) time: 0.7477 data: 0.0003 max mem: 29860 [16:51:39.797329] Epoch: [199] [1700/2904] eta: 0:15:10 lr: 0.002148 loss: 0.1871 (0.1957) loss_rec_all: 0.2131 (0.2215) loss_rec_sfr: 0.2670 (0.2895) loss_cl: -0.2789 (-0.2788) time: 0.7479 data: 0.0003 max mem: 29860 [16:51:54.737428] Epoch: [199] [1720/2904] eta: 0:14:55 lr: 0.002148 loss: 0.1799 (0.1956) loss_rec_all: 0.2063 (0.2214) loss_rec_sfr: 0.2698 (0.2893) loss_cl: -0.2787 (-0.2788) time: 0.7470 data: 0.0003 max mem: 29860 [16:52:09.691316] Epoch: [199] [1740/2904] eta: 0:14:39 lr: 0.002148 loss: 0.1875 (0.1956) loss_rec_all: 0.2139 (0.2214) loss_rec_sfr: 0.2630 (0.2891) loss_cl: -0.2787 (-0.2788) time: 0.7476 data: 0.0003 max mem: 29860 [16:52:24.647962] Epoch: [199] [1760/2904] eta: 0:14:24 lr: 0.002148 loss: 0.1870 (0.1956) loss_rec_all: 0.2129 (0.2214) loss_rec_sfr: 0.2747 (0.2892) loss_cl: -0.2786 (-0.2788) time: 0.7478 data: 0.0003 max mem: 29860 [16:52:39.626193] Epoch: [199] [1780/2904] eta: 0:14:09 lr: 0.002148 loss: 0.1894 (0.1956) loss_rec_all: 0.2154 (0.2215) loss_rec_sfr: 0.2697 (0.2894) loss_cl: -0.2790 (-0.2788) time: 0.7488 data: 0.0003 max mem: 29860 [16:52:54.610143] Epoch: [199] [1800/2904] eta: 0:13:54 lr: 0.002148 loss: 0.1840 (0.1956) loss_rec_all: 0.2100 (0.2214) loss_rec_sfr: 0.2641 (0.2892) loss_cl: -0.2795 (-0.2788) time: 0.7491 data: 0.0003 max mem: 29860 [16:53:09.608695] Epoch: [199] [1820/2904] eta: 0:13:39 lr: 0.002148 loss: 0.1917 (0.1955) loss_rec_all: 0.2179 (0.2214) loss_rec_sfr: 0.2483 (0.2889) loss_cl: -0.2787 (-0.2788) time: 0.7499 data: 0.0004 max mem: 29860 [16:53:24.595778] Epoch: [199] [1840/2904] eta: 0:13:23 lr: 0.002148 loss: 0.2081 (0.1958) loss_rec_all: 0.2340 (0.2217) loss_rec_sfr: 0.2942 (0.2892) loss_cl: -0.2775 (-0.2788) time: 0.7493 data: 0.0003 max mem: 29860 [16:53:39.590895] Epoch: [199] [1860/2904] eta: 0:13:08 lr: 0.002148 loss: 0.2112 (0.1961) loss_rec_all: 0.2376 (0.2220) loss_rec_sfr: 0.3025 (0.2895) loss_cl: -0.2805 (-0.2788) time: 0.7497 data: 0.0003 max mem: 29860 [16:53:54.603484] Epoch: [199] [1880/2904] eta: 0:12:53 lr: 0.002148 loss: 0.2060 (0.1963) loss_rec_all: 0.2324 (0.2222) loss_rec_sfr: 0.2777 (0.2895) loss_cl: -0.2792 (-0.2788) time: 0.7506 data: 0.0003 max mem: 29860 [16:54:09.569930] Epoch: [199] [1900/2904] eta: 0:12:38 lr: 0.002148 loss: 0.2035 (0.1964) loss_rec_all: 0.2296 (0.2223) loss_rec_sfr: 0.2820 (0.2896) loss_cl: -0.2783 (-0.2788) time: 0.7483 data: 0.0003 max mem: 29860 [16:54:24.512160] Epoch: [199] [1920/2904] eta: 0:12:23 lr: 0.002148 loss: 0.1917 (0.1965) loss_rec_all: 0.2182 (0.2223) loss_rec_sfr: 0.2738 (0.2896) loss_cl: -0.2795 (-0.2788) time: 0.7471 data: 0.0002 max mem: 29860 [16:54:39.513501] Epoch: [199] [1940/2904] eta: 0:12:08 lr: 0.002148 loss: 0.1862 (0.1965) loss_rec_all: 0.2125 (0.2223) loss_rec_sfr: 0.2500 (0.2895) loss_cl: -0.2776 (-0.2788) time: 0.7500 data: 0.0003 max mem: 29860 [16:54:54.532532] Epoch: [199] [1960/2904] eta: 0:11:52 lr: 0.002148 loss: 0.1896 (0.1965) loss_rec_all: 0.2156 (0.2224) loss_rec_sfr: 0.2780 (0.2897) loss_cl: -0.2792 (-0.2788) time: 0.7509 data: 0.0003 max mem: 29860 [16:55:09.530369] Epoch: [199] [1980/2904] eta: 0:11:37 lr: 0.002148 loss: 0.1818 (0.1964) loss_rec_all: 0.2084 (0.2222) loss_rec_sfr: 0.2279 (0.2891) loss_cl: -0.2797 (-0.2788) time: 0.7499 data: 0.0002 max mem: 29860 [16:55:24.502182] Epoch: [199] [2000/2904] eta: 0:11:22 lr: 0.002148 loss: 0.1851 (0.1963) loss_rec_all: 0.2111 (0.2222) loss_rec_sfr: 0.2663 (0.2889) loss_cl: -0.2787 (-0.2788) time: 0.7486 data: 0.0002 max mem: 29860 [16:55:39.481254] Epoch: [199] [2020/2904] eta: 0:11:07 lr: 0.002148 loss: 0.1858 (0.1963) loss_rec_all: 0.2116 (0.2221) loss_rec_sfr: 0.2788 (0.2890) loss_cl: -0.2788 (-0.2788) time: 0.7489 data: 0.0003 max mem: 29860 [16:55:54.456556] Epoch: [199] [2040/2904] eta: 0:10:52 lr: 0.002148 loss: 0.1828 (0.1962) loss_rec_all: 0.2092 (0.2221) loss_rec_sfr: 0.2684 (0.2889) loss_cl: -0.2793 (-0.2788) time: 0.7487 data: 0.0002 max mem: 29860 [16:56:09.428771] Epoch: [199] [2060/2904] eta: 0:10:37 lr: 0.002148 loss: 0.1837 (0.1962) loss_rec_all: 0.2096 (0.2220) loss_rec_sfr: 0.2688 (0.2888) loss_cl: -0.2794 (-0.2788) time: 0.7486 data: 0.0002 max mem: 29860 [16:56:24.399210] Epoch: [199] [2080/2904] eta: 0:10:21 lr: 0.002148 loss: 0.1844 (0.1962) loss_rec_all: 0.2103 (0.2220) loss_rec_sfr: 0.2708 (0.2888) loss_cl: -0.2796 (-0.2788) time: 0.7485 data: 0.0002 max mem: 29860 [16:56:39.372083] Epoch: [199] [2100/2904] eta: 0:10:06 lr: 0.002148 loss: 0.1843 (0.1962) loss_rec_all: 0.2103 (0.2220) loss_rec_sfr: 0.2526 (0.2887) loss_cl: -0.2795 (-0.2788) time: 0.7486 data: 0.0003 max mem: 29860 [16:56:54.339354] Epoch: [199] [2120/2904] eta: 0:09:51 lr: 0.002148 loss: 0.1894 (0.1963) loss_rec_all: 0.2157 (0.2221) loss_rec_sfr: 0.2825 (0.2891) loss_cl: -0.2783 (-0.2788) time: 0.7483 data: 0.0003 max mem: 29860 [16:57:09.305367] Epoch: [199] [2140/2904] eta: 0:09:36 lr: 0.002148 loss: 0.1864 (0.1962) loss_rec_all: 0.2126 (0.2221) loss_rec_sfr: 0.2737 (0.2889) loss_cl: -0.2779 (-0.2788) time: 0.7482 data: 0.0002 max mem: 29860 [16:57:24.264001] Epoch: [199] [2160/2904] eta: 0:09:21 lr: 0.002148 loss: 0.1878 (0.1962) loss_rec_all: 0.2142 (0.2221) loss_rec_sfr: 0.2690 (0.2889) loss_cl: -0.2785 (-0.2788) time: 0.7479 data: 0.0003 max mem: 29860 [16:57:39.228141] Epoch: [199] [2180/2904] eta: 0:09:06 lr: 0.002148 loss: 0.1870 (0.1963) loss_rec_all: 0.2131 (0.2221) loss_rec_sfr: 0.2822 (0.2890) loss_cl: -0.2790 (-0.2788) time: 0.7482 data: 0.0003 max mem: 29860 [16:57:54.191530] Epoch: [199] [2200/2904] eta: 0:08:51 lr: 0.002148 loss: 0.1867 (0.1963) loss_rec_all: 0.2129 (0.2221) loss_rec_sfr: 0.2633 (0.2890) loss_cl: -0.2791 (-0.2788) time: 0.7481 data: 0.0002 max mem: 29860 [16:58:09.152198] Epoch: [199] [2220/2904] eta: 0:08:35 lr: 0.002148 loss: 0.1876 (0.1963) loss_rec_all: 0.2134 (0.2221) loss_rec_sfr: 0.2741 (0.2890) loss_cl: -0.2793 (-0.2788) time: 0.7480 data: 0.0003 max mem: 29860 [16:58:24.133622] Epoch: [199] [2240/2904] eta: 0:08:20 lr: 0.002148 loss: 0.1855 (0.1962) loss_rec_all: 0.2118 (0.2221) loss_rec_sfr: 0.2664 (0.2889) loss_cl: -0.2788 (-0.2788) time: 0.7490 data: 0.0002 max mem: 29860 [16:58:39.140471] Epoch: [199] [2260/2904] eta: 0:08:05 lr: 0.002148 loss: 0.1887 (0.1962) loss_rec_all: 0.2147 (0.2221) loss_rec_sfr: 0.2728 (0.2889) loss_cl: -0.2787 (-0.2788) time: 0.7503 data: 0.0003 max mem: 29860 [16:58:54.123700] Epoch: [199] [2280/2904] eta: 0:07:50 lr: 0.002148 loss: 0.1834 (0.1962) loss_rec_all: 0.2097 (0.2220) loss_rec_sfr: 0.2722 (0.2887) loss_cl: -0.2795 (-0.2788) time: 0.7491 data: 0.0003 max mem: 29860 [16:59:09.105950] Epoch: [199] [2300/2904] eta: 0:07:35 lr: 0.002148 loss: 0.1844 (0.1962) loss_rec_all: 0.2106 (0.2220) loss_rec_sfr: 0.2680 (0.2888) loss_cl: -0.2790 (-0.2788) time: 0.7491 data: 0.0003 max mem: 29860 [16:59:24.098889] Epoch: [199] [2320/2904] eta: 0:07:20 lr: 0.002148 loss: 0.1831 (0.1961) loss_rec_all: 0.2092 (0.2220) loss_rec_sfr: 0.2774 (0.2887) loss_cl: -0.2788 (-0.2788) time: 0.7496 data: 0.0002 max mem: 29860 [16:59:39.069755] Epoch: [199] [2340/2904] eta: 0:07:05 lr: 0.002148 loss: 0.1832 (0.1961) loss_rec_all: 0.2094 (0.2219) loss_rec_sfr: 0.2693 (0.2886) loss_cl: -0.2790 (-0.2788) time: 0.7485 data: 0.0002 max mem: 29860 [16:59:54.058209] Epoch: [199] [2360/2904] eta: 0:06:50 lr: 0.002148 loss: 0.1852 (0.1961) loss_rec_all: 0.2116 (0.2219) loss_rec_sfr: 0.2723 (0.2886) loss_cl: -0.2786 (-0.2788) time: 0.7494 data: 0.0003 max mem: 29860 [17:00:09.046355] Epoch: [199] [2380/2904] eta: 0:06:35 lr: 0.002148 loss: 0.1866 (0.1960) loss_rec_all: 0.2123 (0.2219) loss_rec_sfr: 0.2671 (0.2884) loss_cl: -0.2789 (-0.2788) time: 0.7494 data: 0.0002 max mem: 29860 [17:00:24.033539] Epoch: [199] [2400/2904] eta: 0:06:20 lr: 0.002147 loss: 0.1849 (0.1960) loss_rec_all: 0.2109 (0.2219) loss_rec_sfr: 0.2718 (0.2883) loss_cl: -0.2795 (-0.2788) time: 0.7493 data: 0.0003 max mem: 29860 [17:00:39.007920] Epoch: [199] [2420/2904] eta: 0:06:04 lr: 0.002147 loss: 0.1901 (0.1960) loss_rec_all: 0.2159 (0.2219) loss_rec_sfr: 0.2720 (0.2884) loss_cl: -0.2787 (-0.2788) time: 0.7487 data: 0.0003 max mem: 29860 [17:00:53.929259] Epoch: [199] [2440/2904] eta: 0:05:49 lr: 0.002147 loss: 0.1926 (0.1961) loss_rec_all: 0.2188 (0.2220) loss_rec_sfr: 0.2738 (0.2887) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [17:01:08.848685] Epoch: [199] [2460/2904] eta: 0:05:34 lr: 0.002147 loss: 0.1859 (0.1961) loss_rec_all: 0.2124 (0.2220) loss_rec_sfr: 0.2691 (0.2885) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [17:01:23.772827] Epoch: [199] [2480/2904] eta: 0:05:19 lr: 0.002147 loss: 0.1896 (0.1962) loss_rec_all: 0.2156 (0.2220) loss_rec_sfr: 0.2839 (0.2887) loss_cl: -0.2794 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [17:01:38.702491] Epoch: [199] [2500/2904] eta: 0:05:04 lr: 0.002147 loss: 0.1835 (0.1961) loss_rec_all: 0.2095 (0.2220) loss_rec_sfr: 0.2785 (0.2888) loss_cl: -0.2790 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [17:01:53.616617] Epoch: [199] [2520/2904] eta: 0:04:49 lr: 0.002147 loss: 0.1844 (0.1961) loss_rec_all: 0.2105 (0.2220) loss_rec_sfr: 0.2799 (0.2888) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [17:02:08.531507] Epoch: [199] [2540/2904] eta: 0:04:34 lr: 0.002147 loss: 0.1861 (0.1961) loss_rec_all: 0.2122 (0.2220) loss_rec_sfr: 0.2621 (0.2887) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [17:02:23.463549] Epoch: [199] [2560/2904] eta: 0:04:19 lr: 0.002147 loss: 0.1884 (0.1961) loss_rec_all: 0.2149 (0.2220) loss_rec_sfr: 0.2771 (0.2888) loss_cl: -0.2790 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [17:02:38.380888] Epoch: [199] [2580/2904] eta: 0:04:04 lr: 0.002147 loss: 0.1852 (0.1961) loss_rec_all: 0.2115 (0.2220) loss_rec_sfr: 0.2784 (0.2889) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [17:02:53.303291] Epoch: [199] [2600/2904] eta: 0:03:49 lr: 0.002147 loss: 0.1895 (0.1961) loss_rec_all: 0.2154 (0.2220) loss_rec_sfr: 0.2734 (0.2890) loss_cl: -0.2784 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [17:03:08.268987] Epoch: [199] [2620/2904] eta: 0:03:33 lr: 0.002147 loss: 0.1864 (0.1962) loss_rec_all: 0.2127 (0.2220) loss_rec_sfr: 0.2853 (0.2892) loss_cl: -0.2784 (-0.2788) time: 0.7482 data: 0.0003 max mem: 29860 [17:03:23.236379] Epoch: [199] [2640/2904] eta: 0:03:18 lr: 0.002147 loss: 0.1918 (0.1963) loss_rec_all: 0.2179 (0.2221) loss_rec_sfr: 0.2633 (0.2894) loss_cl: -0.2793 (-0.2788) time: 0.7483 data: 0.0003 max mem: 29860 [17:03:38.200201] Epoch: [199] [2660/2904] eta: 0:03:03 lr: 0.002147 loss: 0.1864 (0.1963) loss_rec_all: 0.2122 (0.2221) loss_rec_sfr: 0.2741 (0.2895) loss_cl: -0.2790 (-0.2788) time: 0.7482 data: 0.0003 max mem: 29860 [17:03:53.154255] Epoch: [199] [2680/2904] eta: 0:02:48 lr: 0.002147 loss: 0.1824 (0.1963) loss_rec_all: 0.2084 (0.2221) loss_rec_sfr: 0.2399 (0.2894) loss_cl: -0.2791 (-0.2788) time: 0.7477 data: 0.0002 max mem: 29860 [17:04:08.137011] Epoch: [199] [2700/2904] eta: 0:02:33 lr: 0.002147 loss: 0.1864 (0.1963) loss_rec_all: 0.2122 (0.2221) loss_rec_sfr: 0.2765 (0.2894) loss_cl: -0.2789 (-0.2788) time: 0.7491 data: 0.0002 max mem: 29860 [17:04:23.113263] Epoch: [199] [2720/2904] eta: 0:02:18 lr: 0.002147 loss: 0.1846 (0.1963) loss_rec_all: 0.2109 (0.2222) loss_rec_sfr: 0.2667 (0.2896) loss_cl: -0.2786 (-0.2788) time: 0.7488 data: 0.0002 max mem: 29860 [17:04:38.078928] Epoch: [199] [2740/2904] eta: 0:02:03 lr: 0.002147 loss: 0.1845 (0.1963) loss_rec_all: 0.2104 (0.2222) loss_rec_sfr: 0.2643 (0.2896) loss_cl: -0.2782 (-0.2788) time: 0.7482 data: 0.0002 max mem: 29860 [17:04:53.050363] Epoch: [199] [2760/2904] eta: 0:01:48 lr: 0.002147 loss: 0.1806 (0.1963) loss_rec_all: 0.2069 (0.2221) loss_rec_sfr: 0.2448 (0.2896) loss_cl: -0.2790 (-0.2788) time: 0.7485 data: 0.0002 max mem: 29860 [17:05:08.032637] Epoch: [199] [2780/2904] eta: 0:01:33 lr: 0.002147 loss: 0.1878 (0.1963) loss_rec_all: 0.2137 (0.2222) loss_rec_sfr: 0.2805 (0.2897) loss_cl: -0.2782 (-0.2788) time: 0.7491 data: 0.0002 max mem: 29860 [17:05:23.029049] Epoch: [199] [2800/2904] eta: 0:01:18 lr: 0.002147 loss: 0.1860 (0.1963) loss_rec_all: 0.2120 (0.2221) loss_rec_sfr: 0.2766 (0.2896) loss_cl: -0.2787 (-0.2788) time: 0.7498 data: 0.0002 max mem: 29860 [17:05:38.017361] Epoch: [199] [2820/2904] eta: 0:01:03 lr: 0.002147 loss: 0.1851 (0.1963) loss_rec_all: 0.2111 (0.2221) loss_rec_sfr: 0.2779 (0.2896) loss_cl: -0.2795 (-0.2788) time: 0.7494 data: 0.0002 max mem: 29860 [17:05:53.053599] Epoch: [199] [2840/2904] eta: 0:00:48 lr: 0.002147 loss: 0.1852 (0.1963) loss_rec_all: 0.2111 (0.2221) loss_rec_sfr: 0.2678 (0.2896) loss_cl: -0.2788 (-0.2788) time: 0.7518 data: 0.0025 max mem: 29860 [17:06:08.009744] Epoch: [199] [2860/2904] eta: 0:00:33 lr: 0.002147 loss: 0.1901 (0.1963) loss_rec_all: 0.2161 (0.2222) loss_rec_sfr: 0.2677 (0.2898) loss_cl: -0.2781 (-0.2788) time: 0.7478 data: 0.0001 max mem: 29860 [17:06:22.975450] Epoch: [199] [2880/2904] eta: 0:00:18 lr: 0.002147 loss: 0.1862 (0.1963) loss_rec_all: 0.2121 (0.2221) loss_rec_sfr: 0.2764 (0.2897) loss_cl: -0.2786 (-0.2788) time: 0.7482 data: 0.0001 max mem: 29860 [17:06:37.936985] Epoch: [199] [2900/2904] eta: 0:00:03 lr: 0.002147 loss: 0.1834 (0.1962) loss_rec_all: 0.2093 (0.2221) loss_rec_sfr: 0.2657 (0.2895) loss_cl: -0.2792 (-0.2788) time: 0.7480 data: 0.0001 max mem: 29860 [17:06:40.195159] Epoch: [199] [2903/2904] eta: 0:00:00 lr: 0.002147 loss: 0.1827 (0.1962) loss_rec_all: 0.2086 (0.2221) loss_rec_sfr: 0.2712 (0.2895) loss_cl: -0.2793 (-0.2788) time: 0.7483 data: 0.0001 max mem: 29860 [17:06:42.415808] Epoch: [199] Total time: 0:36:28 (0.7537 s / it) [17:06:42.420201] Averaged stats: lr: 0.002147 loss: 0.1827 (0.1989) loss_rec_all: 0.2086 (0.2224) loss_rec_sfr: 0.2712 (0.2903) loss_cl: -0.2793 (-0.2555) [17:06:42.425901] log_dir: ./checkpoint/VF2_ViT-B [17:07:00.229384] Epoch: [200] [ 0/2904] eta: 14:21:39 lr: 0.002147 loss: 0.1831 (0.1831) loss_rec_all: 0.2089 (0.2089) loss_rec_sfr: 0.2861 (0.2861) loss_cl: -0.2782 (-0.2782) time: 17.8027 data: 12.1728 max mem: 29860 [17:07:15.188714] Epoch: [200] [ 20/2904] eta: 1:14:59 lr: 0.002147 loss: 0.1882 (0.1955) loss_rec_all: 0.2138 (0.2213) loss_rec_sfr: 0.2805 (0.2969) loss_cl: -0.2784 (-0.2784) time: 0.7479 data: 0.0003 max mem: 29860 [17:07:30.120357] Epoch: [200] [ 40/2904] eta: 0:55:31 lr: 0.002147 loss: 0.1897 (0.1988) loss_rec_all: 0.2155 (0.2245) loss_rec_sfr: 0.2676 (0.2997) loss_cl: -0.2785 (-0.2784) time: 0.7465 data: 0.0002 max mem: 29860 [17:07:45.064949] Epoch: [200] [ 60/2904] eta: 0:48:40 lr: 0.002147 loss: 0.1840 (0.1981) loss_rec_all: 0.2099 (0.2239) loss_rec_sfr: 0.2798 (0.2995) loss_cl: -0.2790 (-0.2786) time: 0.7472 data: 0.0002 max mem: 29860 [17:08:00.033864] Epoch: [200] [ 80/2904] eta: 0:45:05 lr: 0.002147 loss: 0.1837 (0.1968) loss_rec_all: 0.2099 (0.2226) loss_rec_sfr: 0.2698 (0.2963) loss_cl: -0.2788 (-0.2787) time: 0.7484 data: 0.0002 max mem: 29860 [17:08:15.018355] Epoch: [200] [ 100/2904] eta: 0:42:50 lr: 0.002147 loss: 0.1843 (0.1974) loss_rec_all: 0.2106 (0.2232) loss_rec_sfr: 0.2725 (0.2967) loss_cl: -0.2785 (-0.2786) time: 0.7492 data: 0.0002 max mem: 29860 [17:08:29.979703] Epoch: [200] [ 120/2904] eta: 0:41:14 lr: 0.002147 loss: 0.1955 (0.1988) loss_rec_all: 0.2215 (0.2246) loss_rec_sfr: 0.2799 (0.3005) loss_cl: -0.2785 (-0.2786) time: 0.7480 data: 0.0002 max mem: 29860 [17:08:44.975831] Epoch: [200] [ 140/2904] eta: 0:40:02 lr: 0.002147 loss: 0.1832 (0.1981) loss_rec_all: 0.2095 (0.2239) loss_rec_sfr: 0.2607 (0.2983) loss_cl: -0.2795 (-0.2787) time: 0.7498 data: 0.0002 max mem: 29860 [17:08:59.981256] Epoch: [200] [ 160/2904] eta: 0:39:04 lr: 0.002147 loss: 0.1853 (0.1972) loss_rec_all: 0.2115 (0.2231) loss_rec_sfr: 0.2601 (0.2950) loss_cl: -0.2797 (-0.2788) time: 0.7502 data: 0.0002 max mem: 29860 [17:09:14.999285] Epoch: [200] [ 180/2904] eta: 0:38:16 lr: 0.002147 loss: 0.1836 (0.1969) loss_rec_all: 0.2092 (0.2227) loss_rec_sfr: 0.2656 (0.2940) loss_cl: -0.2786 (-0.2788) time: 0.7509 data: 0.0002 max mem: 29860 [17:09:30.069200] Epoch: [200] [ 200/2904] eta: 0:37:35 lr: 0.002147 loss: 0.1853 (0.1964) loss_rec_all: 0.2111 (0.2222) loss_rec_sfr: 0.2664 (0.2921) loss_cl: -0.2789 (-0.2788) time: 0.7535 data: 0.0002 max mem: 29860 [17:09:45.073070] Epoch: [200] [ 220/2904] eta: 0:36:58 lr: 0.002147 loss: 0.1808 (0.1957) loss_rec_all: 0.2073 (0.2216) loss_rec_sfr: 0.2634 (0.2902) loss_cl: -0.2793 (-0.2789) time: 0.7502 data: 0.0002 max mem: 29860 [17:10:00.083034] Epoch: [200] [ 240/2904] eta: 0:36:24 lr: 0.002147 loss: 0.1874 (0.1956) loss_rec_all: 0.2132 (0.2214) loss_rec_sfr: 0.2645 (0.2885) loss_cl: -0.2782 (-0.2788) time: 0.7504 data: 0.0002 max mem: 29860 [17:10:15.092170] Epoch: [200] [ 260/2904] eta: 0:35:54 lr: 0.002147 loss: 0.1809 (0.1952) loss_rec_all: 0.2068 (0.2211) loss_rec_sfr: 0.2552 (0.2877) loss_cl: -0.2786 (-0.2788) time: 0.7504 data: 0.0002 max mem: 29860 [17:10:30.083989] Epoch: [200] [ 280/2904] eta: 0:35:25 lr: 0.002147 loss: 0.1880 (0.1951) loss_rec_all: 0.2145 (0.2210) loss_rec_sfr: 0.2818 (0.2881) loss_cl: -0.2787 (-0.2788) time: 0.7495 data: 0.0002 max mem: 29860 [17:10:45.051722] Epoch: [200] [ 300/2904] eta: 0:34:58 lr: 0.002147 loss: 0.1831 (0.1956) loss_rec_all: 0.2096 (0.2214) loss_rec_sfr: 0.2368 (0.2892) loss_cl: -0.2787 (-0.2788) time: 0.7483 data: 0.0002 max mem: 29860 [17:11:00.008665] Epoch: [200] [ 320/2904] eta: 0:34:33 lr: 0.002147 loss: 0.1849 (0.1956) loss_rec_all: 0.2107 (0.2214) loss_rec_sfr: 0.2653 (0.2896) loss_cl: -0.2786 (-0.2787) time: 0.7478 data: 0.0002 max mem: 29860 [17:11:14.941678] Epoch: [200] [ 340/2904] eta: 0:34:08 lr: 0.002147 loss: 0.1870 (0.1956) loss_rec_all: 0.2130 (0.2215) loss_rec_sfr: 0.2681 (0.2895) loss_cl: -0.2789 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [17:11:29.877774] Epoch: [200] [ 360/2904] eta: 0:33:45 lr: 0.002147 loss: 0.1867 (0.1959) loss_rec_all: 0.2127 (0.2218) loss_rec_sfr: 0.2653 (0.2903) loss_cl: -0.2782 (-0.2787) time: 0.7468 data: 0.0002 max mem: 29860 [17:11:44.809863] Epoch: [200] [ 380/2904] eta: 0:33:23 lr: 0.002147 loss: 0.1874 (0.1957) loss_rec_all: 0.2137 (0.2216) loss_rec_sfr: 0.2615 (0.2894) loss_cl: -0.2792 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [17:11:59.760773] Epoch: [200] [ 400/2904] eta: 0:33:01 lr: 0.002147 loss: 0.1876 (0.1959) loss_rec_all: 0.2139 (0.2218) loss_rec_sfr: 0.2678 (0.2900) loss_cl: -0.2803 (-0.2788) time: 0.7475 data: 0.0002 max mem: 29860 [17:12:14.709460] Epoch: [200] [ 420/2904] eta: 0:32:40 lr: 0.002147 loss: 0.1898 (0.1961) loss_rec_all: 0.2160 (0.2219) loss_rec_sfr: 0.2649 (0.2902) loss_cl: -0.2788 (-0.2788) time: 0.7474 data: 0.0002 max mem: 29860 [17:12:29.664722] Epoch: [200] [ 440/2904] eta: 0:32:20 lr: 0.002147 loss: 0.1872 (0.1962) loss_rec_all: 0.2128 (0.2220) loss_rec_sfr: 0.2776 (0.2911) loss_cl: -0.2783 (-0.2788) time: 0.7477 data: 0.0002 max mem: 29860 [17:12:44.612409] Epoch: [200] [ 460/2904] eta: 0:32:00 lr: 0.002146 loss: 0.1848 (0.1961) loss_rec_all: 0.2106 (0.2220) loss_rec_sfr: 0.2638 (0.2905) loss_cl: -0.2785 (-0.2788) time: 0.7473 data: 0.0002 max mem: 29860 [17:12:59.562146] Epoch: [200] [ 480/2904] eta: 0:31:40 lr: 0.002146 loss: 0.1839 (0.1962) loss_rec_all: 0.2100 (0.2221) loss_rec_sfr: 0.2695 (0.2910) loss_cl: -0.2795 (-0.2788) time: 0.7474 data: 0.0002 max mem: 29860 [17:13:14.515199] Epoch: [200] [ 500/2904] eta: 0:31:21 lr: 0.002146 loss: 0.1850 (0.1966) loss_rec_all: 0.2115 (0.2224) loss_rec_sfr: 0.2754 (0.2920) loss_cl: -0.2790 (-0.2788) time: 0.7476 data: 0.0002 max mem: 29860 [17:13:29.442854] Epoch: [200] [ 520/2904] eta: 0:31:02 lr: 0.002146 loss: 0.1842 (0.1964) loss_rec_all: 0.2102 (0.2222) loss_rec_sfr: 0.2719 (0.2914) loss_cl: -0.2784 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [17:13:44.378079] Epoch: [200] [ 540/2904] eta: 0:30:43 lr: 0.002146 loss: 0.1861 (0.1964) loss_rec_all: 0.2124 (0.2222) loss_rec_sfr: 0.2726 (0.2917) loss_cl: -0.2781 (-0.2787) time: 0.7467 data: 0.0002 max mem: 29860 [17:13:59.306589] Epoch: [200] [ 560/2904] eta: 0:30:25 lr: 0.002146 loss: 0.1845 (0.1962) loss_rec_all: 0.2108 (0.2221) loss_rec_sfr: 0.2645 (0.2911) loss_cl: -0.2787 (-0.2787) time: 0.7464 data: 0.0003 max mem: 29860 [17:14:14.233783] Epoch: [200] [ 580/2904] eta: 0:30:07 lr: 0.002146 loss: 0.1889 (0.1965) loss_rec_all: 0.2149 (0.2223) loss_rec_sfr: 0.2818 (0.2919) loss_cl: -0.2793 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [17:14:29.158448] Epoch: [200] [ 600/2904] eta: 0:29:49 lr: 0.002146 loss: 0.1851 (0.1965) loss_rec_all: 0.2109 (0.2223) loss_rec_sfr: 0.2661 (0.2920) loss_cl: -0.2788 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [17:14:44.090559] Epoch: [200] [ 620/2904] eta: 0:29:31 lr: 0.002146 loss: 0.1885 (0.1968) loss_rec_all: 0.2146 (0.2226) loss_rec_sfr: 0.2741 (0.2931) loss_cl: -0.2788 (-0.2788) time: 0.7465 data: 0.0003 max mem: 29860 [17:14:59.019746] Epoch: [200] [ 640/2904] eta: 0:29:13 lr: 0.002146 loss: 0.1897 (0.1969) loss_rec_all: 0.2158 (0.2227) loss_rec_sfr: 0.2700 (0.2932) loss_cl: -0.2776 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [17:15:13.952366] Epoch: [200] [ 660/2904] eta: 0:28:56 lr: 0.002146 loss: 0.1860 (0.1970) loss_rec_all: 0.2122 (0.2228) loss_rec_sfr: 0.2794 (0.2938) loss_cl: -0.2780 (-0.2787) time: 0.7466 data: 0.0003 max mem: 29860 [17:15:28.885724] Epoch: [200] [ 680/2904] eta: 0:28:39 lr: 0.002146 loss: 0.1806 (0.1967) loss_rec_all: 0.2066 (0.2225) loss_rec_sfr: 0.2144 (0.2926) loss_cl: -0.2794 (-0.2787) time: 0.7466 data: 0.0003 max mem: 29860 [17:15:43.808801] Epoch: [200] [ 700/2904] eta: 0:28:22 lr: 0.002146 loss: 0.1813 (0.1967) loss_rec_all: 0.2074 (0.2225) loss_rec_sfr: 0.2708 (0.2926) loss_cl: -0.2789 (-0.2787) time: 0.7461 data: 0.0004 max mem: 29860 [17:15:58.727363] Epoch: [200] [ 720/2904] eta: 0:28:05 lr: 0.002146 loss: 0.1830 (0.1965) loss_rec_all: 0.2091 (0.2223) loss_rec_sfr: 0.2602 (0.2919) loss_cl: -0.2785 (-0.2787) time: 0.7459 data: 0.0004 max mem: 29860 [17:16:13.648209] Epoch: [200] [ 740/2904] eta: 0:27:48 lr: 0.002146 loss: 0.1895 (0.1965) loss_rec_all: 0.2155 (0.2223) loss_rec_sfr: 0.2710 (0.2919) loss_cl: -0.2793 (-0.2787) time: 0.7460 data: 0.0003 max mem: 29860 [17:16:28.575582] Epoch: [200] [ 760/2904] eta: 0:27:31 lr: 0.002146 loss: 0.1863 (0.1964) loss_rec_all: 0.2123 (0.2222) loss_rec_sfr: 0.2592 (0.2912) loss_cl: -0.2789 (-0.2787) time: 0.7463 data: 0.0003 max mem: 29860 [17:16:43.501142] Epoch: [200] [ 780/2904] eta: 0:27:14 lr: 0.002146 loss: 0.1956 (0.1967) loss_rec_all: 0.2216 (0.2225) loss_rec_sfr: 0.2700 (0.2921) loss_cl: -0.2790 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [17:16:58.424994] Epoch: [200] [ 800/2904] eta: 0:26:57 lr: 0.002146 loss: 0.1826 (0.1967) loss_rec_all: 0.2084 (0.2225) loss_rec_sfr: 0.2338 (0.2919) loss_cl: -0.2791 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [17:17:13.345686] Epoch: [200] [ 820/2904] eta: 0:26:41 lr: 0.002146 loss: 0.1894 (0.1967) loss_rec_all: 0.2150 (0.2225) loss_rec_sfr: 0.2647 (0.2921) loss_cl: -0.2788 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [17:17:28.267121] Epoch: [200] [ 840/2904] eta: 0:26:24 lr: 0.002146 loss: 0.1817 (0.1965) loss_rec_all: 0.2082 (0.2224) loss_rec_sfr: 0.2345 (0.2913) loss_cl: -0.2787 (-0.2787) time: 0.7460 data: 0.0003 max mem: 29860 [17:17:43.186108] Epoch: [200] [ 860/2904] eta: 0:26:08 lr: 0.002146 loss: 0.1819 (0.1964) loss_rec_all: 0.2082 (0.2222) loss_rec_sfr: 0.2544 (0.2907) loss_cl: -0.2795 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [17:17:58.109163] Epoch: [200] [ 880/2904] eta: 0:25:52 lr: 0.002146 loss: 0.1887 (0.1965) loss_rec_all: 0.2146 (0.2223) loss_rec_sfr: 0.2818 (0.2910) loss_cl: -0.2786 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [17:18:13.030437] Epoch: [200] [ 900/2904] eta: 0:25:35 lr: 0.002146 loss: 0.1882 (0.1965) loss_rec_all: 0.2138 (0.2224) loss_rec_sfr: 0.2742 (0.2912) loss_cl: -0.2780 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [17:18:27.948749] Epoch: [200] [ 920/2904] eta: 0:25:19 lr: 0.002146 loss: 0.1845 (0.1966) loss_rec_all: 0.2105 (0.2224) loss_rec_sfr: 0.2628 (0.2914) loss_cl: -0.2787 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [17:18:42.869451] Epoch: [200] [ 940/2904] eta: 0:25:03 lr: 0.002146 loss: 0.1860 (0.1965) loss_rec_all: 0.2120 (0.2223) loss_rec_sfr: 0.2688 (0.2910) loss_cl: -0.2789 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [17:18:57.784474] Epoch: [200] [ 960/2904] eta: 0:24:47 lr: 0.002146 loss: 0.1813 (0.1964) loss_rec_all: 0.2078 (0.2223) loss_rec_sfr: 0.2675 (0.2908) loss_cl: -0.2795 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [17:19:12.711615] Epoch: [200] [ 980/2904] eta: 0:24:31 lr: 0.002146 loss: 0.1879 (0.1965) loss_rec_all: 0.2141 (0.2223) loss_rec_sfr: 0.2596 (0.2907) loss_cl: -0.2789 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [17:19:27.628439] Epoch: [200] [1000/2904] eta: 0:24:15 lr: 0.002146 loss: 0.1869 (0.1964) loss_rec_all: 0.2130 (0.2222) loss_rec_sfr: 0.2673 (0.2905) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [17:19:42.544511] Epoch: [200] [1020/2904] eta: 0:23:59 lr: 0.002146 loss: 0.1863 (0.1962) loss_rec_all: 0.2123 (0.2221) loss_rec_sfr: 0.2647 (0.2900) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [17:19:57.465649] Epoch: [200] [1040/2904] eta: 0:23:43 lr: 0.002146 loss: 0.1840 (0.1963) loss_rec_all: 0.2103 (0.2221) loss_rec_sfr: 0.2742 (0.2903) loss_cl: -0.2793 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [17:20:12.388792] Epoch: [200] [1060/2904] eta: 0:23:27 lr: 0.002146 loss: 0.1870 (0.1961) loss_rec_all: 0.2127 (0.2220) loss_rec_sfr: 0.2656 (0.2897) loss_cl: -0.2790 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [17:20:27.312003] Epoch: [200] [1080/2904] eta: 0:23:11 lr: 0.002146 loss: 0.1822 (0.1961) loss_rec_all: 0.2081 (0.2220) loss_rec_sfr: 0.2704 (0.2897) loss_cl: -0.2789 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [17:20:42.294081] Epoch: [200] [1100/2904] eta: 0:22:56 lr: 0.002146 loss: 0.1903 (0.1962) loss_rec_all: 0.2157 (0.2220) loss_rec_sfr: 0.2707 (0.2899) loss_cl: -0.2784 (-0.2788) time: 0.7490 data: 0.0003 max mem: 29860 [17:20:57.268005] Epoch: [200] [1120/2904] eta: 0:22:40 lr: 0.002146 loss: 0.1833 (0.1963) loss_rec_all: 0.2091 (0.2221) loss_rec_sfr: 0.2915 (0.2906) loss_cl: -0.2784 (-0.2788) time: 0.7487 data: 0.0003 max mem: 29860 [17:21:12.249573] Epoch: [200] [1140/2904] eta: 0:22:24 lr: 0.002146 loss: 0.1853 (0.1963) loss_rec_all: 0.2112 (0.2222) loss_rec_sfr: 0.2681 (0.2908) loss_cl: -0.2789 (-0.2788) time: 0.7490 data: 0.0003 max mem: 29860 [17:21:27.237065] Epoch: [200] [1160/2904] eta: 0:22:09 lr: 0.002146 loss: 0.1852 (0.1964) loss_rec_all: 0.2115 (0.2222) loss_rec_sfr: 0.2370 (0.2906) loss_cl: -0.2785 (-0.2788) time: 0.7493 data: 0.0003 max mem: 29860 [17:21:42.203303] Epoch: [200] [1180/2904] eta: 0:21:53 lr: 0.002146 loss: 0.1899 (0.1964) loss_rec_all: 0.2160 (0.2223) loss_rec_sfr: 0.2810 (0.2910) loss_cl: -0.2794 (-0.2788) time: 0.7483 data: 0.0003 max mem: 29860 [17:21:57.189649] Epoch: [200] [1200/2904] eta: 0:21:37 lr: 0.002146 loss: 0.1828 (0.1964) loss_rec_all: 0.2095 (0.2222) loss_rec_sfr: 0.2670 (0.2908) loss_cl: -0.2800 (-0.2788) time: 0.7493 data: 0.0002 max mem: 29860 [17:22:12.164571] Epoch: [200] [1220/2904] eta: 0:21:22 lr: 0.002146 loss: 0.1902 (0.1965) loss_rec_all: 0.2159 (0.2223) loss_rec_sfr: 0.2718 (0.2911) loss_cl: -0.2794 (-0.2788) time: 0.7487 data: 0.0003 max mem: 29860 [17:22:27.143805] Epoch: [200] [1240/2904] eta: 0:21:06 lr: 0.002146 loss: 0.1850 (0.1965) loss_rec_all: 0.2107 (0.2223) loss_rec_sfr: 0.2780 (0.2914) loss_cl: -0.2777 (-0.2788) time: 0.7489 data: 0.0002 max mem: 29860 [17:22:42.125839] Epoch: [200] [1260/2904] eta: 0:20:51 lr: 0.002146 loss: 0.1872 (0.1966) loss_rec_all: 0.2134 (0.2224) loss_rec_sfr: 0.2758 (0.2917) loss_cl: -0.2781 (-0.2788) time: 0.7491 data: 0.0003 max mem: 29860 [17:22:57.097374] Epoch: [200] [1280/2904] eta: 0:20:35 lr: 0.002146 loss: 0.1845 (0.1967) loss_rec_all: 0.2104 (0.2226) loss_rec_sfr: 0.2808 (0.2924) loss_cl: -0.2787 (-0.2788) time: 0.7485 data: 0.0002 max mem: 29860 [17:23:12.084401] Epoch: [200] [1300/2904] eta: 0:20:20 lr: 0.002146 loss: 0.1839 (0.1967) loss_rec_all: 0.2099 (0.2225) loss_rec_sfr: 0.2377 (0.2919) loss_cl: -0.2801 (-0.2788) time: 0.7493 data: 0.0003 max mem: 29860 [17:23:27.061609] Epoch: [200] [1320/2904] eta: 0:20:04 lr: 0.002146 loss: 0.1847 (0.1966) loss_rec_all: 0.2109 (0.2225) loss_rec_sfr: 0.2346 (0.2917) loss_cl: -0.2792 (-0.2788) time: 0.7488 data: 0.0003 max mem: 29860 [17:23:42.052240] Epoch: [200] [1340/2904] eta: 0:19:49 lr: 0.002146 loss: 0.1858 (0.1967) loss_rec_all: 0.2116 (0.2225) loss_rec_sfr: 0.2833 (0.2920) loss_cl: -0.2784 (-0.2788) time: 0.7495 data: 0.0003 max mem: 29860 [17:23:57.038386] Epoch: [200] [1360/2904] eta: 0:19:33 lr: 0.002146 loss: 0.1847 (0.1966) loss_rec_all: 0.2105 (0.2224) loss_rec_sfr: 0.2692 (0.2915) loss_cl: -0.2778 (-0.2788) time: 0.7493 data: 0.0002 max mem: 29860 [17:24:12.022563] Epoch: [200] [1380/2904] eta: 0:19:18 lr: 0.002146 loss: 0.1862 (0.1965) loss_rec_all: 0.2121 (0.2223) loss_rec_sfr: 0.2631 (0.2913) loss_cl: -0.2786 (-0.2788) time: 0.7492 data: 0.0003 max mem: 29860 [17:24:27.009515] Epoch: [200] [1400/2904] eta: 0:19:02 lr: 0.002145 loss: 0.1858 (0.1965) loss_rec_all: 0.2117 (0.2223) loss_rec_sfr: 0.2773 (0.2914) loss_cl: -0.2785 (-0.2788) time: 0.7493 data: 0.0004 max mem: 29860 [17:24:42.001616] Epoch: [200] [1420/2904] eta: 0:18:47 lr: 0.002145 loss: 0.1874 (0.1965) loss_rec_all: 0.2134 (0.2224) loss_rec_sfr: 0.2624 (0.2913) loss_cl: -0.2787 (-0.2788) time: 0.7496 data: 0.0004 max mem: 29860 [17:24:56.947430] Epoch: [200] [1440/2904] eta: 0:18:31 lr: 0.002145 loss: 0.1875 (0.1965) loss_rec_all: 0.2137 (0.2224) loss_rec_sfr: 0.2575 (0.2913) loss_cl: -0.2791 (-0.2788) time: 0.7473 data: 0.0003 max mem: 29860 [17:25:11.875767] Epoch: [200] [1460/2904] eta: 0:18:16 lr: 0.002145 loss: 0.1880 (0.1966) loss_rec_all: 0.2139 (0.2224) loss_rec_sfr: 0.2772 (0.2914) loss_cl: -0.2790 (-0.2788) time: 0.7464 data: 0.0003 max mem: 29860 [17:25:26.801596] Epoch: [200] [1480/2904] eta: 0:18:01 lr: 0.002145 loss: 0.1870 (0.1965) loss_rec_all: 0.2130 (0.2223) loss_rec_sfr: 0.2725 (0.2912) loss_cl: -0.2784 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [17:25:41.723194] Epoch: [200] [1500/2904] eta: 0:17:45 lr: 0.002145 loss: 0.1867 (0.1965) loss_rec_all: 0.2130 (0.2223) loss_rec_sfr: 0.2706 (0.2912) loss_cl: -0.2793 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [17:25:56.647346] Epoch: [200] [1520/2904] eta: 0:17:30 lr: 0.002145 loss: 0.1872 (0.1965) loss_rec_all: 0.2131 (0.2224) loss_rec_sfr: 0.2735 (0.2914) loss_cl: -0.2796 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [17:26:11.570356] Epoch: [200] [1540/2904] eta: 0:17:14 lr: 0.002145 loss: 0.1924 (0.1966) loss_rec_all: 0.2185 (0.2224) loss_rec_sfr: 0.2757 (0.2915) loss_cl: -0.2796 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [17:26:26.493554] Epoch: [200] [1560/2904] eta: 0:16:59 lr: 0.002145 loss: 0.1832 (0.1965) loss_rec_all: 0.2093 (0.2224) loss_rec_sfr: 0.2677 (0.2915) loss_cl: -0.2783 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [17:26:41.421747] Epoch: [200] [1580/2904] eta: 0:16:44 lr: 0.002145 loss: 0.1870 (0.1966) loss_rec_all: 0.2127 (0.2224) loss_rec_sfr: 0.2835 (0.2917) loss_cl: -0.2784 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [17:26:56.363423] Epoch: [200] [1600/2904] eta: 0:16:28 lr: 0.002145 loss: 0.1860 (0.1966) loss_rec_all: 0.2121 (0.2224) loss_rec_sfr: 0.2710 (0.2917) loss_cl: -0.2781 (-0.2788) time: 0.7470 data: 0.0002 max mem: 29860 [17:27:11.303654] Epoch: [200] [1620/2904] eta: 0:16:13 lr: 0.002145 loss: 0.1847 (0.1966) loss_rec_all: 0.2113 (0.2224) loss_rec_sfr: 0.2746 (0.2917) loss_cl: -0.2796 (-0.2788) time: 0.7470 data: 0.0002 max mem: 29860 [17:27:26.239567] Epoch: [200] [1640/2904] eta: 0:15:57 lr: 0.002145 loss: 0.1888 (0.1966) loss_rec_all: 0.2146 (0.2225) loss_rec_sfr: 0.2647 (0.2918) loss_cl: -0.2796 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [17:27:41.187374] Epoch: [200] [1660/2904] eta: 0:15:42 lr: 0.002145 loss: 0.1847 (0.1967) loss_rec_all: 0.2112 (0.2225) loss_rec_sfr: 0.2688 (0.2918) loss_cl: -0.2794 (-0.2788) time: 0.7474 data: 0.0002 max mem: 29860 [17:27:56.110456] Epoch: [200] [1680/2904] eta: 0:15:27 lr: 0.002145 loss: 0.1834 (0.1966) loss_rec_all: 0.2093 (0.2224) loss_rec_sfr: 0.2724 (0.2917) loss_cl: -0.2786 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [17:28:11.037836] Epoch: [200] [1700/2904] eta: 0:15:12 lr: 0.002145 loss: 0.1838 (0.1966) loss_rec_all: 0.2102 (0.2224) loss_rec_sfr: 0.2412 (0.2916) loss_cl: -0.2791 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [17:28:25.973218] Epoch: [200] [1720/2904] eta: 0:14:56 lr: 0.002145 loss: 0.1864 (0.1966) loss_rec_all: 0.2127 (0.2224) loss_rec_sfr: 0.2694 (0.2917) loss_cl: -0.2788 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [17:28:40.889716] Epoch: [200] [1740/2904] eta: 0:14:41 lr: 0.002145 loss: 0.1836 (0.1966) loss_rec_all: 0.2093 (0.2224) loss_rec_sfr: 0.2660 (0.2916) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [17:28:55.798614] Epoch: [200] [1760/2904] eta: 0:14:26 lr: 0.002145 loss: 0.1854 (0.1965) loss_rec_all: 0.2110 (0.2223) loss_rec_sfr: 0.2767 (0.2913) loss_cl: -0.2784 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [17:29:10.707472] Epoch: [200] [1780/2904] eta: 0:14:10 lr: 0.002145 loss: 0.1861 (0.1964) loss_rec_all: 0.2122 (0.2222) loss_rec_sfr: 0.2753 (0.2912) loss_cl: -0.2790 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [17:29:25.611869] Epoch: [200] [1800/2904] eta: 0:13:55 lr: 0.002145 loss: 0.1810 (0.1963) loss_rec_all: 0.2072 (0.2221) loss_rec_sfr: 0.2700 (0.2908) loss_cl: -0.2799 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [17:29:40.517739] Epoch: [200] [1820/2904] eta: 0:13:40 lr: 0.002145 loss: 0.1865 (0.1963) loss_rec_all: 0.2125 (0.2222) loss_rec_sfr: 0.2733 (0.2911) loss_cl: -0.2792 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [17:29:55.428651] Epoch: [200] [1840/2904] eta: 0:13:25 lr: 0.002145 loss: 0.1851 (0.1964) loss_rec_all: 0.2111 (0.2222) loss_rec_sfr: 0.2645 (0.2912) loss_cl: -0.2779 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [17:30:10.338751] Epoch: [200] [1860/2904] eta: 0:13:09 lr: 0.002145 loss: 0.1901 (0.1964) loss_rec_all: 0.2163 (0.2223) loss_rec_sfr: 0.2681 (0.2913) loss_cl: -0.2792 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [17:30:25.245871] Epoch: [200] [1880/2904] eta: 0:12:54 lr: 0.002145 loss: 0.1834 (0.1964) loss_rec_all: 0.2092 (0.2222) loss_rec_sfr: 0.2569 (0.2912) loss_cl: -0.2783 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [17:30:40.149284] Epoch: [200] [1900/2904] eta: 0:12:39 lr: 0.002145 loss: 0.1908 (0.1964) loss_rec_all: 0.2167 (0.2223) loss_rec_sfr: 0.2676 (0.2913) loss_cl: -0.2794 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [17:30:55.061331] Epoch: [200] [1920/2904] eta: 0:12:24 lr: 0.002145 loss: 0.1840 (0.1964) loss_rec_all: 0.2099 (0.2223) loss_rec_sfr: 0.2724 (0.2912) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [17:31:09.960487] Epoch: [200] [1940/2904] eta: 0:12:08 lr: 0.002145 loss: 0.1874 (0.1964) loss_rec_all: 0.2137 (0.2222) loss_rec_sfr: 0.2551 (0.2910) loss_cl: -0.2792 (-0.2788) time: 0.7449 data: 0.0002 max mem: 29860 [17:31:24.867505] Epoch: [200] [1960/2904] eta: 0:11:53 lr: 0.002145 loss: 0.1862 (0.1964) loss_rec_all: 0.2126 (0.2222) loss_rec_sfr: 0.2730 (0.2909) loss_cl: -0.2782 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [17:31:39.778934] Epoch: [200] [1980/2904] eta: 0:11:38 lr: 0.002145 loss: 0.1818 (0.1963) loss_rec_all: 0.2076 (0.2221) loss_rec_sfr: 0.2427 (0.2907) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [17:31:54.688222] Epoch: [200] [2000/2904] eta: 0:11:23 lr: 0.002145 loss: 0.1862 (0.1963) loss_rec_all: 0.2121 (0.2221) loss_rec_sfr: 0.2599 (0.2907) loss_cl: -0.2798 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [17:32:09.603210] Epoch: [200] [2020/2904] eta: 0:11:07 lr: 0.002145 loss: 0.1841 (0.1962) loss_rec_all: 0.2102 (0.2221) loss_rec_sfr: 0.2638 (0.2905) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [17:32:24.506439] Epoch: [200] [2040/2904] eta: 0:10:52 lr: 0.002145 loss: 0.1874 (0.1963) loss_rec_all: 0.2131 (0.2221) loss_rec_sfr: 0.2774 (0.2908) loss_cl: -0.2788 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [17:32:39.416855] Epoch: [200] [2060/2904] eta: 0:10:37 lr: 0.002145 loss: 0.1878 (0.1963) loss_rec_all: 0.2138 (0.2221) loss_rec_sfr: 0.2715 (0.2908) loss_cl: -0.2779 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [17:32:54.320351] Epoch: [200] [2080/2904] eta: 0:10:22 lr: 0.002145 loss: 0.1852 (0.1963) loss_rec_all: 0.2111 (0.2221) loss_rec_sfr: 0.2776 (0.2908) loss_cl: -0.2790 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [17:33:09.221716] Epoch: [200] [2100/2904] eta: 0:10:07 lr: 0.002145 loss: 0.1906 (0.1963) loss_rec_all: 0.2167 (0.2222) loss_rec_sfr: 0.2628 (0.2908) loss_cl: -0.2795 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [17:33:24.126268] Epoch: [200] [2120/2904] eta: 0:09:52 lr: 0.002145 loss: 0.1835 (0.1962) loss_rec_all: 0.2097 (0.2220) loss_rec_sfr: 0.2689 (0.2905) loss_cl: -0.2783 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [17:33:39.037002] Epoch: [200] [2140/2904] eta: 0:09:36 lr: 0.002145 loss: 0.1846 (0.1961) loss_rec_all: 0.2107 (0.2220) loss_rec_sfr: 0.2703 (0.2903) loss_cl: -0.2791 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [17:33:53.945036] Epoch: [200] [2160/2904] eta: 0:09:21 lr: 0.002145 loss: 0.1860 (0.1962) loss_rec_all: 0.2121 (0.2220) loss_rec_sfr: 0.2555 (0.2904) loss_cl: -0.2780 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [17:34:08.854982] Epoch: [200] [2180/2904] eta: 0:09:06 lr: 0.002145 loss: 0.1810 (0.1962) loss_rec_all: 0.2068 (0.2220) loss_rec_sfr: 0.2681 (0.2904) loss_cl: -0.2794 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [17:34:23.768778] Epoch: [200] [2200/2904] eta: 0:08:51 lr: 0.002145 loss: 0.1839 (0.1962) loss_rec_all: 0.2102 (0.2220) loss_rec_sfr: 0.2731 (0.2905) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [17:34:38.681454] Epoch: [200] [2220/2904] eta: 0:08:36 lr: 0.002145 loss: 0.1852 (0.1962) loss_rec_all: 0.2112 (0.2220) loss_rec_sfr: 0.2683 (0.2903) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [17:34:53.596805] Epoch: [200] [2240/2904] eta: 0:08:21 lr: 0.002145 loss: 0.1882 (0.1962) loss_rec_all: 0.2142 (0.2221) loss_rec_sfr: 0.2700 (0.2904) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [17:35:08.512360] Epoch: [200] [2260/2904] eta: 0:08:05 lr: 0.002145 loss: 0.1866 (0.1962) loss_rec_all: 0.2124 (0.2221) loss_rec_sfr: 0.2774 (0.2904) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [17:35:23.421669] Epoch: [200] [2280/2904] eta: 0:07:50 lr: 0.002145 loss: 0.1848 (0.1962) loss_rec_all: 0.2108 (0.2221) loss_rec_sfr: 0.2739 (0.2904) loss_cl: -0.2792 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [17:35:38.329664] Epoch: [200] [2300/2904] eta: 0:07:35 lr: 0.002145 loss: 0.1827 (0.1962) loss_rec_all: 0.2091 (0.2220) loss_rec_sfr: 0.2338 (0.2903) loss_cl: -0.2796 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [17:35:53.236657] Epoch: [200] [2320/2904] eta: 0:07:20 lr: 0.002145 loss: 0.1903 (0.1962) loss_rec_all: 0.2161 (0.2221) loss_rec_sfr: 0.2739 (0.2904) loss_cl: -0.2789 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [17:36:08.142589] Epoch: [200] [2340/2904] eta: 0:07:05 lr: 0.002145 loss: 0.1881 (0.1963) loss_rec_all: 0.2139 (0.2221) loss_rec_sfr: 0.2774 (0.2906) loss_cl: -0.2777 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [17:36:23.047047] Epoch: [200] [2360/2904] eta: 0:06:50 lr: 0.002144 loss: 0.1889 (0.1963) loss_rec_all: 0.2147 (0.2221) loss_rec_sfr: 0.2723 (0.2907) loss_cl: -0.2782 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [17:36:37.958221] Epoch: [200] [2380/2904] eta: 0:06:35 lr: 0.002144 loss: 0.1834 (0.1963) loss_rec_all: 0.2091 (0.2221) loss_rec_sfr: 0.2731 (0.2907) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [17:36:52.867339] Epoch: [200] [2400/2904] eta: 0:06:20 lr: 0.002144 loss: 0.1887 (0.1962) loss_rec_all: 0.2147 (0.2221) loss_rec_sfr: 0.2629 (0.2905) loss_cl: -0.2794 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [17:37:07.777687] Epoch: [200] [2420/2904] eta: 0:06:04 lr: 0.002144 loss: 0.1905 (0.1963) loss_rec_all: 0.2163 (0.2221) loss_rec_sfr: 0.2885 (0.2909) loss_cl: -0.2791 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [17:37:22.689903] Epoch: [200] [2440/2904] eta: 0:05:49 lr: 0.002144 loss: 0.1860 (0.1963) loss_rec_all: 0.2118 (0.2221) loss_rec_sfr: 0.2640 (0.2907) loss_cl: -0.2783 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [17:37:37.598939] Epoch: [200] [2460/2904] eta: 0:05:34 lr: 0.002144 loss: 0.1836 (0.1962) loss_rec_all: 0.2098 (0.2221) loss_rec_sfr: 0.2419 (0.2906) loss_cl: -0.2786 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [17:37:52.511711] Epoch: [200] [2480/2904] eta: 0:05:19 lr: 0.002144 loss: 0.1862 (0.1962) loss_rec_all: 0.2120 (0.2220) loss_rec_sfr: 0.2701 (0.2904) loss_cl: -0.2784 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [17:38:07.423227] Epoch: [200] [2500/2904] eta: 0:05:04 lr: 0.002144 loss: 0.1854 (0.1962) loss_rec_all: 0.2113 (0.2220) loss_rec_sfr: 0.2734 (0.2904) loss_cl: -0.2792 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [17:38:22.340019] Epoch: [200] [2520/2904] eta: 0:04:49 lr: 0.002144 loss: 0.1876 (0.1962) loss_rec_all: 0.2136 (0.2220) loss_rec_sfr: 0.2795 (0.2905) loss_cl: -0.2798 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [17:38:37.265764] Epoch: [200] [2540/2904] eta: 0:04:34 lr: 0.002144 loss: 0.1854 (0.1962) loss_rec_all: 0.2114 (0.2220) loss_rec_sfr: 0.2659 (0.2904) loss_cl: -0.2784 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [17:38:52.173465] Epoch: [200] [2560/2904] eta: 0:04:19 lr: 0.002144 loss: 0.1839 (0.1962) loss_rec_all: 0.2097 (0.2220) loss_rec_sfr: 0.2670 (0.2904) loss_cl: -0.2786 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [17:39:07.079120] Epoch: [200] [2580/2904] eta: 0:04:04 lr: 0.002144 loss: 0.1855 (0.1961) loss_rec_all: 0.2120 (0.2220) loss_rec_sfr: 0.2625 (0.2903) loss_cl: -0.2793 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [17:39:21.982022] Epoch: [200] [2600/2904] eta: 0:03:49 lr: 0.002144 loss: 0.1881 (0.1962) loss_rec_all: 0.2140 (0.2220) loss_rec_sfr: 0.2847 (0.2905) loss_cl: -0.2799 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [17:39:36.888757] Epoch: [200] [2620/2904] eta: 0:03:33 lr: 0.002144 loss: 0.1834 (0.1962) loss_rec_all: 0.2094 (0.2220) loss_rec_sfr: 0.2645 (0.2905) loss_cl: -0.2786 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [17:39:51.796178] Epoch: [200] [2640/2904] eta: 0:03:18 lr: 0.002144 loss: 0.1853 (0.1962) loss_rec_all: 0.2112 (0.2220) loss_rec_sfr: 0.2691 (0.2905) loss_cl: -0.2786 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [17:40:06.699108] Epoch: [200] [2660/2904] eta: 0:03:03 lr: 0.002144 loss: 0.1863 (0.1962) loss_rec_all: 0.2122 (0.2220) loss_rec_sfr: 0.2788 (0.2905) loss_cl: -0.2783 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [17:40:21.601987] Epoch: [200] [2680/2904] eta: 0:02:48 lr: 0.002144 loss: 0.1857 (0.1962) loss_rec_all: 0.2118 (0.2220) loss_rec_sfr: 0.2690 (0.2905) loss_cl: -0.2783 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [17:40:36.505822] Epoch: [200] [2700/2904] eta: 0:02:33 lr: 0.002144 loss: 0.1847 (0.1961) loss_rec_all: 0.2111 (0.2220) loss_rec_sfr: 0.2621 (0.2902) loss_cl: -0.2791 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [17:40:51.423728] Epoch: [200] [2720/2904] eta: 0:02:18 lr: 0.002144 loss: 0.1864 (0.1961) loss_rec_all: 0.2129 (0.2220) loss_rec_sfr: 0.2683 (0.2902) loss_cl: -0.2799 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [17:41:06.345022] Epoch: [200] [2740/2904] eta: 0:02:03 lr: 0.002144 loss: 0.1818 (0.1961) loss_rec_all: 0.2083 (0.2219) loss_rec_sfr: 0.2516 (0.2900) loss_cl: -0.2796 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [17:41:21.262901] Epoch: [200] [2760/2904] eta: 0:01:48 lr: 0.002144 loss: 0.1861 (0.1961) loss_rec_all: 0.2124 (0.2220) loss_rec_sfr: 0.2610 (0.2901) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [17:41:36.176594] Epoch: [200] [2780/2904] eta: 0:01:33 lr: 0.002144 loss: 0.1901 (0.1961) loss_rec_all: 0.2163 (0.2220) loss_rec_sfr: 0.2634 (0.2901) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [17:41:51.082604] Epoch: [200] [2800/2904] eta: 0:01:18 lr: 0.002144 loss: 0.1896 (0.1962) loss_rec_all: 0.2154 (0.2220) loss_rec_sfr: 0.2840 (0.2902) loss_cl: -0.2788 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [17:42:05.987715] Epoch: [200] [2820/2904] eta: 0:01:03 lr: 0.002144 loss: 0.1875 (0.1962) loss_rec_all: 0.2133 (0.2220) loss_rec_sfr: 0.2709 (0.2902) loss_cl: -0.2790 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [17:42:20.947886] Epoch: [200] [2840/2904] eta: 0:00:48 lr: 0.002144 loss: 0.1890 (0.1962) loss_rec_all: 0.2152 (0.2220) loss_rec_sfr: 0.2646 (0.2902) loss_cl: -0.2798 (-0.2788) time: 0.7480 data: 0.0024 max mem: 29860 [17:42:35.844145] Epoch: [200] [2860/2904] eta: 0:00:33 lr: 0.002144 loss: 0.1807 (0.1961) loss_rec_all: 0.2068 (0.2220) loss_rec_sfr: 0.2663 (0.2901) loss_cl: -0.2792 (-0.2788) time: 0.7448 data: 0.0001 max mem: 29860 [17:42:50.740771] Epoch: [200] [2880/2904] eta: 0:00:18 lr: 0.002144 loss: 0.1843 (0.1961) loss_rec_all: 0.2105 (0.2219) loss_rec_sfr: 0.2597 (0.2899) loss_cl: -0.2785 (-0.2788) time: 0.7448 data: 0.0001 max mem: 29860 [17:43:05.631562] Epoch: [200] [2900/2904] eta: 0:00:03 lr: 0.002144 loss: 0.1829 (0.1960) loss_rec_all: 0.2087 (0.2218) loss_rec_sfr: 0.2636 (0.2896) loss_cl: -0.2784 (-0.2788) time: 0.7445 data: 0.0001 max mem: 29860 [17:43:07.872357] Epoch: [200] [2903/2904] eta: 0:00:00 lr: 0.002144 loss: 0.1823 (0.1960) loss_rec_all: 0.2085 (0.2219) loss_rec_sfr: 0.2652 (0.2897) loss_cl: -0.2789 (-0.2788) time: 0.7445 data: 0.0001 max mem: 29860 [17:43:10.155615] Epoch: [200] Total time: 0:36:27 (0.7534 s / it) [17:43:10.172821] Averaged stats: lr: 0.002144 loss: 0.1823 (0.1979) loss_rec_all: 0.2085 (0.2214) loss_rec_sfr: 0.2652 (0.2877) loss_cl: -0.2789 (-0.2556) [17:43:12.840681] log_dir: ./checkpoint/VF2_ViT-B [17:43:28.314257] Epoch: [201] [ 0/2904] eta: 12:28:53 lr: 0.002144 loss: 0.1830 (0.1830) loss_rec_all: 0.2092 (0.2092) loss_rec_sfr: 0.2335 (0.2335) loss_cl: -0.2787 (-0.2787) time: 15.4729 data: 14.7421 max mem: 29860 [17:43:44.893517] Epoch: [201] [ 20/2904] eta: 1:13:21 lr: 0.002144 loss: 0.1889 (0.1936) loss_rec_all: 0.2151 (0.2195) loss_rec_sfr: 0.2691 (0.2766) loss_cl: -0.2794 (-0.2791) time: 0.8289 data: 0.0002 max mem: 29860 [17:43:59.764353] Epoch: [201] [ 40/2904] eta: 0:54:37 lr: 0.002144 loss: 0.1806 (0.1883) loss_rec_all: 0.2070 (0.2144) loss_rec_sfr: 0.2259 (0.2586) loss_cl: -0.2803 (-0.2797) time: 0.7435 data: 0.0002 max mem: 29860 [17:44:14.649119] Epoch: [201] [ 60/2904] eta: 0:48:01 lr: 0.002144 loss: 0.1892 (0.1924) loss_rec_all: 0.2150 (0.2184) loss_rec_sfr: 0.2668 (0.2719) loss_cl: -0.2792 (-0.2792) time: 0.7442 data: 0.0002 max mem: 29860 [17:44:29.551420] Epoch: [201] [ 80/2904] eta: 0:44:34 lr: 0.002144 loss: 0.1861 (0.1932) loss_rec_all: 0.2125 (0.2192) loss_rec_sfr: 0.2701 (0.2777) loss_cl: -0.2784 (-0.2790) time: 0.7451 data: 0.0002 max mem: 29860 [17:44:44.472940] Epoch: [201] [ 100/2904] eta: 0:42:23 lr: 0.002144 loss: 0.1865 (0.1947) loss_rec_all: 0.2127 (0.2206) loss_rec_sfr: 0.2613 (0.2815) loss_cl: -0.2786 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [17:44:59.396536] Epoch: [201] [ 120/2904] eta: 0:40:51 lr: 0.002144 loss: 0.1846 (0.1937) loss_rec_all: 0.2106 (0.2197) loss_rec_sfr: 0.2636 (0.2788) loss_cl: -0.2792 (-0.2790) time: 0.7461 data: 0.0002 max mem: 29860 [17:45:14.329604] Epoch: [201] [ 140/2904] eta: 0:39:41 lr: 0.002144 loss: 0.1851 (0.1935) loss_rec_all: 0.2116 (0.2194) loss_rec_sfr: 0.2644 (0.2775) loss_cl: -0.2794 (-0.2790) time: 0.7466 data: 0.0002 max mem: 29860 [17:45:29.263368] Epoch: [201] [ 160/2904] eta: 0:38:44 lr: 0.002144 loss: 0.1844 (0.1941) loss_rec_all: 0.2105 (0.2200) loss_rec_sfr: 0.2759 (0.2819) loss_cl: -0.2786 (-0.2789) time: 0.7466 data: 0.0002 max mem: 29860 [17:45:44.189956] Epoch: [201] [ 180/2904] eta: 0:37:57 lr: 0.002144 loss: 0.1864 (0.1946) loss_rec_all: 0.2121 (0.2205) loss_rec_sfr: 0.2775 (0.2841) loss_cl: -0.2776 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [17:45:59.133386] Epoch: [201] [ 200/2904] eta: 0:37:16 lr: 0.002144 loss: 0.1845 (0.1940) loss_rec_all: 0.2104 (0.2199) loss_rec_sfr: 0.2571 (0.2819) loss_cl: -0.2789 (-0.2788) time: 0.7471 data: 0.0002 max mem: 29860 [17:46:14.060978] Epoch: [201] [ 220/2904] eta: 0:36:40 lr: 0.002144 loss: 0.1848 (0.1941) loss_rec_all: 0.2107 (0.2200) loss_rec_sfr: 0.2622 (0.2820) loss_cl: -0.2796 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [17:46:28.980939] Epoch: [201] [ 240/2904] eta: 0:36:08 lr: 0.002144 loss: 0.1882 (0.1946) loss_rec_all: 0.2147 (0.2205) loss_rec_sfr: 0.2680 (0.2834) loss_cl: -0.2789 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [17:46:43.914542] Epoch: [201] [ 260/2904] eta: 0:35:38 lr: 0.002144 loss: 0.1863 (0.1950) loss_rec_all: 0.2121 (0.2209) loss_rec_sfr: 0.2810 (0.2844) loss_cl: -0.2786 (-0.2789) time: 0.7466 data: 0.0002 max mem: 29860 [17:46:58.842308] Epoch: [201] [ 280/2904] eta: 0:35:10 lr: 0.002144 loss: 0.1813 (0.1950) loss_rec_all: 0.2076 (0.2209) loss_rec_sfr: 0.2582 (0.2844) loss_cl: -0.2784 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [17:47:13.767908] Epoch: [201] [ 300/2904] eta: 0:34:44 lr: 0.002144 loss: 0.1857 (0.1955) loss_rec_all: 0.2120 (0.2214) loss_rec_sfr: 0.2612 (0.2855) loss_cl: -0.2789 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [17:47:28.688623] Epoch: [201] [ 320/2904] eta: 0:34:19 lr: 0.002144 loss: 0.1868 (0.1958) loss_rec_all: 0.2129 (0.2217) loss_rec_sfr: 0.2701 (0.2863) loss_cl: -0.2784 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [17:47:43.619630] Epoch: [201] [ 340/2904] eta: 0:33:55 lr: 0.002144 loss: 0.1846 (0.1959) loss_rec_all: 0.2110 (0.2218) loss_rec_sfr: 0.2734 (0.2868) loss_cl: -0.2784 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [17:47:58.539609] Epoch: [201] [ 360/2904] eta: 0:33:33 lr: 0.002144 loss: 0.1819 (0.1956) loss_rec_all: 0.2080 (0.2214) loss_rec_sfr: 0.2702 (0.2863) loss_cl: -0.2793 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [17:48:13.457288] Epoch: [201] [ 380/2904] eta: 0:33:11 lr: 0.002144 loss: 0.1874 (0.1952) loss_rec_all: 0.2135 (0.2211) loss_rec_sfr: 0.2658 (0.2855) loss_cl: -0.2800 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [17:48:28.375238] Epoch: [201] [ 400/2904] eta: 0:32:50 lr: 0.002143 loss: 0.1892 (0.1952) loss_rec_all: 0.2150 (0.2211) loss_rec_sfr: 0.2607 (0.2852) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [17:48:43.293634] Epoch: [201] [ 420/2904] eta: 0:32:29 lr: 0.002143 loss: 0.1814 (0.1949) loss_rec_all: 0.2078 (0.2208) loss_rec_sfr: 0.2649 (0.2845) loss_cl: -0.2784 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [17:48:58.217343] Epoch: [201] [ 440/2904] eta: 0:32:09 lr: 0.002143 loss: 0.1938 (0.1953) loss_rec_all: 0.2195 (0.2212) loss_rec_sfr: 0.2674 (0.2855) loss_cl: -0.2790 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [17:49:13.143275] Epoch: [201] [ 460/2904] eta: 0:31:50 lr: 0.002143 loss: 0.1859 (0.1951) loss_rec_all: 0.2118 (0.2210) loss_rec_sfr: 0.2662 (0.2848) loss_cl: -0.2791 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [17:49:28.074239] Epoch: [201] [ 480/2904] eta: 0:31:30 lr: 0.002143 loss: 0.1871 (0.1953) loss_rec_all: 0.2128 (0.2212) loss_rec_sfr: 0.2797 (0.2862) loss_cl: -0.2789 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [17:49:42.998380] Epoch: [201] [ 500/2904] eta: 0:31:12 lr: 0.002143 loss: 0.1809 (0.1951) loss_rec_all: 0.2072 (0.2210) loss_rec_sfr: 0.2322 (0.2854) loss_cl: -0.2792 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [17:49:57.928591] Epoch: [201] [ 520/2904] eta: 0:30:53 lr: 0.002143 loss: 0.1895 (0.1957) loss_rec_all: 0.2160 (0.2215) loss_rec_sfr: 0.2796 (0.2871) loss_cl: -0.2791 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [17:50:12.847634] Epoch: [201] [ 540/2904] eta: 0:30:35 lr: 0.002143 loss: 0.1842 (0.1956) loss_rec_all: 0.2105 (0.2215) loss_rec_sfr: 0.2680 (0.2870) loss_cl: -0.2783 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [17:50:27.764712] Epoch: [201] [ 560/2904] eta: 0:30:17 lr: 0.002143 loss: 0.1850 (0.1954) loss_rec_all: 0.2108 (0.2213) loss_rec_sfr: 0.2624 (0.2862) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [17:50:42.688877] Epoch: [201] [ 580/2904] eta: 0:29:59 lr: 0.002143 loss: 0.1810 (0.1954) loss_rec_all: 0.2074 (0.2213) loss_rec_sfr: 0.2311 (0.2857) loss_cl: -0.2791 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [17:50:57.618838] Epoch: [201] [ 600/2904] eta: 0:29:41 lr: 0.002143 loss: 0.1888 (0.1955) loss_rec_all: 0.2150 (0.2214) loss_rec_sfr: 0.2745 (0.2864) loss_cl: -0.2785 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [17:51:12.542546] Epoch: [201] [ 620/2904] eta: 0:29:24 lr: 0.002143 loss: 0.1873 (0.1955) loss_rec_all: 0.2131 (0.2214) loss_rec_sfr: 0.2774 (0.2863) loss_cl: -0.2780 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [17:51:27.469797] Epoch: [201] [ 640/2904] eta: 0:29:06 lr: 0.002143 loss: 0.1850 (0.1954) loss_rec_all: 0.2110 (0.2212) loss_rec_sfr: 0.2836 (0.2862) loss_cl: -0.2792 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [17:51:42.393090] Epoch: [201] [ 660/2904] eta: 0:28:49 lr: 0.002143 loss: 0.1885 (0.1954) loss_rec_all: 0.2146 (0.2212) loss_rec_sfr: 0.2727 (0.2863) loss_cl: -0.2794 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [17:51:57.313534] Epoch: [201] [ 680/2904] eta: 0:28:32 lr: 0.002143 loss: 0.1839 (0.1953) loss_rec_all: 0.2101 (0.2212) loss_rec_sfr: 0.2679 (0.2861) loss_cl: -0.2791 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [17:52:12.227435] Epoch: [201] [ 700/2904] eta: 0:28:15 lr: 0.002143 loss: 0.1843 (0.1952) loss_rec_all: 0.2101 (0.2210) loss_rec_sfr: 0.2599 (0.2857) loss_cl: -0.2784 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [17:52:27.145546] Epoch: [201] [ 720/2904] eta: 0:27:58 lr: 0.002143 loss: 0.1841 (0.1951) loss_rec_all: 0.2104 (0.2209) loss_rec_sfr: 0.2643 (0.2852) loss_cl: -0.2782 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [17:52:42.065684] Epoch: [201] [ 740/2904] eta: 0:27:42 lr: 0.002143 loss: 0.1820 (0.1949) loss_rec_all: 0.2080 (0.2208) loss_rec_sfr: 0.2643 (0.2848) loss_cl: -0.2783 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [17:52:56.988515] Epoch: [201] [ 760/2904] eta: 0:27:25 lr: 0.002143 loss: 0.1858 (0.1950) loss_rec_all: 0.2118 (0.2209) loss_rec_sfr: 0.2698 (0.2851) loss_cl: -0.2782 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [17:53:11.915942] Epoch: [201] [ 780/2904] eta: 0:27:09 lr: 0.002143 loss: 0.1826 (0.1950) loss_rec_all: 0.2089 (0.2209) loss_rec_sfr: 0.2652 (0.2851) loss_cl: -0.2788 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [17:53:26.839249] Epoch: [201] [ 800/2904] eta: 0:26:52 lr: 0.002143 loss: 0.1825 (0.1949) loss_rec_all: 0.2085 (0.2207) loss_rec_sfr: 0.2707 (0.2849) loss_cl: -0.2796 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [17:53:41.762251] Epoch: [201] [ 820/2904] eta: 0:26:36 lr: 0.002143 loss: 0.1837 (0.1950) loss_rec_all: 0.2097 (0.2208) loss_rec_sfr: 0.2607 (0.2853) loss_cl: -0.2797 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [17:53:56.681089] Epoch: [201] [ 840/2904] eta: 0:26:20 lr: 0.002143 loss: 0.1897 (0.1950) loss_rec_all: 0.2158 (0.2209) loss_rec_sfr: 0.2577 (0.2852) loss_cl: -0.2799 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [17:54:11.600902] Epoch: [201] [ 860/2904] eta: 0:26:03 lr: 0.002143 loss: 0.1807 (0.1948) loss_rec_all: 0.2069 (0.2207) loss_rec_sfr: 0.2617 (0.2846) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [17:54:26.522275] Epoch: [201] [ 880/2904] eta: 0:25:47 lr: 0.002143 loss: 0.1825 (0.1947) loss_rec_all: 0.2088 (0.2206) loss_rec_sfr: 0.2665 (0.2840) loss_cl: -0.2795 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [17:54:41.442468] Epoch: [201] [ 900/2904] eta: 0:25:31 lr: 0.002143 loss: 0.1851 (0.1947) loss_rec_all: 0.2111 (0.2206) loss_rec_sfr: 0.2770 (0.2844) loss_cl: -0.2782 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [17:54:56.362425] Epoch: [201] [ 920/2904] eta: 0:25:15 lr: 0.002143 loss: 0.1903 (0.1948) loss_rec_all: 0.2163 (0.2206) loss_rec_sfr: 0.2748 (0.2848) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [17:55:11.449373] Epoch: [201] [ 940/2904] eta: 0:24:59 lr: 0.002143 loss: 0.1865 (0.1948) loss_rec_all: 0.2126 (0.2207) loss_rec_sfr: 0.2694 (0.2850) loss_cl: -0.2789 (-0.2788) time: 0.7543 data: 0.0002 max mem: 29860 [17:55:26.375168] Epoch: [201] [ 960/2904] eta: 0:24:43 lr: 0.002143 loss: 0.1871 (0.1949) loss_rec_all: 0.2131 (0.2207) loss_rec_sfr: 0.2745 (0.2850) loss_cl: -0.2796 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [17:55:41.292254] Epoch: [201] [ 980/2904] eta: 0:24:27 lr: 0.002143 loss: 0.1833 (0.1947) loss_rec_all: 0.2098 (0.2206) loss_rec_sfr: 0.2405 (0.2844) loss_cl: -0.2796 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [17:55:56.213193] Epoch: [201] [1000/2904] eta: 0:24:11 lr: 0.002143 loss: 0.1816 (0.1946) loss_rec_all: 0.2076 (0.2205) loss_rec_sfr: 0.2500 (0.2840) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [17:56:11.128736] Epoch: [201] [1020/2904] eta: 0:23:56 lr: 0.002143 loss: 0.1850 (0.1946) loss_rec_all: 0.2109 (0.2205) loss_rec_sfr: 0.2630 (0.2839) loss_cl: -0.2778 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [17:56:26.043124] Epoch: [201] [1040/2904] eta: 0:23:40 lr: 0.002143 loss: 0.1820 (0.1945) loss_rec_all: 0.2079 (0.2204) loss_rec_sfr: 0.2718 (0.2839) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [17:56:40.954658] Epoch: [201] [1060/2904] eta: 0:23:24 lr: 0.002143 loss: 0.1839 (0.1943) loss_rec_all: 0.2097 (0.2202) loss_rec_sfr: 0.2608 (0.2833) loss_cl: -0.2797 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [17:56:55.871525] Epoch: [201] [1080/2904] eta: 0:23:08 lr: 0.002143 loss: 0.1853 (0.1944) loss_rec_all: 0.2113 (0.2203) loss_rec_sfr: 0.2703 (0.2836) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [17:57:10.791108] Epoch: [201] [1100/2904] eta: 0:22:52 lr: 0.002143 loss: 0.1869 (0.1944) loss_rec_all: 0.2127 (0.2203) loss_rec_sfr: 0.2810 (0.2835) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [17:57:25.712835] Epoch: [201] [1120/2904] eta: 0:22:37 lr: 0.002143 loss: 0.1915 (0.1946) loss_rec_all: 0.2174 (0.2205) loss_rec_sfr: 0.2776 (0.2844) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [17:57:40.636389] Epoch: [201] [1140/2904] eta: 0:22:21 lr: 0.002143 loss: 0.1832 (0.1945) loss_rec_all: 0.2090 (0.2204) loss_rec_sfr: 0.2740 (0.2842) loss_cl: -0.2793 (-0.2788) time: 0.7461 data: 0.0004 max mem: 29860 [17:57:55.557824] Epoch: [201] [1160/2904] eta: 0:22:05 lr: 0.002143 loss: 0.1858 (0.1945) loss_rec_all: 0.2117 (0.2204) loss_rec_sfr: 0.2720 (0.2839) loss_cl: -0.2793 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [17:58:10.469563] Epoch: [201] [1180/2904] eta: 0:21:50 lr: 0.002143 loss: 0.1848 (0.1944) loss_rec_all: 0.2110 (0.2203) loss_rec_sfr: 0.2616 (0.2837) loss_cl: -0.2782 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [17:58:25.381771] Epoch: [201] [1200/2904] eta: 0:21:34 lr: 0.002143 loss: 0.1862 (0.1944) loss_rec_all: 0.2121 (0.2203) loss_rec_sfr: 0.2761 (0.2838) loss_cl: -0.2781 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [17:58:40.297066] Epoch: [201] [1220/2904] eta: 0:21:19 lr: 0.002143 loss: 0.1818 (0.1943) loss_rec_all: 0.2081 (0.2202) loss_rec_sfr: 0.2594 (0.2837) loss_cl: -0.2784 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [17:58:55.212686] Epoch: [201] [1240/2904] eta: 0:21:03 lr: 0.002143 loss: 0.1874 (0.1944) loss_rec_all: 0.2138 (0.2203) loss_rec_sfr: 0.2815 (0.2840) loss_cl: -0.2801 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [17:59:10.130509] Epoch: [201] [1260/2904] eta: 0:20:47 lr: 0.002143 loss: 0.1848 (0.1943) loss_rec_all: 0.2112 (0.2202) loss_rec_sfr: 0.2622 (0.2838) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [17:59:25.052117] Epoch: [201] [1280/2904] eta: 0:20:32 lr: 0.002143 loss: 0.1843 (0.1945) loss_rec_all: 0.2102 (0.2203) loss_rec_sfr: 0.2778 (0.2842) loss_cl: -0.2784 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [17:59:39.973089] Epoch: [201] [1300/2904] eta: 0:20:16 lr: 0.002143 loss: 0.1852 (0.1945) loss_rec_all: 0.2113 (0.2204) loss_rec_sfr: 0.2728 (0.2844) loss_cl: -0.2793 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [17:59:54.896377] Epoch: [201] [1320/2904] eta: 0:20:01 lr: 0.002143 loss: 0.1851 (0.1944) loss_rec_all: 0.2111 (0.2203) loss_rec_sfr: 0.2710 (0.2843) loss_cl: -0.2799 (-0.2788) time: 0.7461 data: 0.0004 max mem: 29860 [18:00:09.816998] Epoch: [201] [1340/2904] eta: 0:19:46 lr: 0.002142 loss: 0.1871 (0.1944) loss_rec_all: 0.2129 (0.2203) loss_rec_sfr: 0.2661 (0.2842) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [18:00:24.737136] Epoch: [201] [1360/2904] eta: 0:19:30 lr: 0.002142 loss: 0.1893 (0.1945) loss_rec_all: 0.2152 (0.2204) loss_rec_sfr: 0.2743 (0.2845) loss_cl: -0.2780 (-0.2788) time: 0.7459 data: 0.0004 max mem: 29860 [18:00:39.663334] Epoch: [201] [1380/2904] eta: 0:19:15 lr: 0.002142 loss: 0.1848 (0.1944) loss_rec_all: 0.2109 (0.2203) loss_rec_sfr: 0.2644 (0.2843) loss_cl: -0.2784 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [18:00:54.589117] Epoch: [201] [1400/2904] eta: 0:18:59 lr: 0.002142 loss: 0.1849 (0.1945) loss_rec_all: 0.2114 (0.2204) loss_rec_sfr: 0.2591 (0.2846) loss_cl: -0.2789 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [18:01:09.522613] Epoch: [201] [1420/2904] eta: 0:18:44 lr: 0.002142 loss: 0.1878 (0.1946) loss_rec_all: 0.2139 (0.2205) loss_rec_sfr: 0.2699 (0.2849) loss_cl: -0.2790 (-0.2788) time: 0.7466 data: 0.0003 max mem: 29860 [18:01:24.460226] Epoch: [201] [1440/2904] eta: 0:18:28 lr: 0.002142 loss: 0.1884 (0.1947) loss_rec_all: 0.2147 (0.2206) loss_rec_sfr: 0.2687 (0.2852) loss_cl: -0.2786 (-0.2788) time: 0.7468 data: 0.0003 max mem: 29860 [18:01:39.382919] Epoch: [201] [1460/2904] eta: 0:18:13 lr: 0.002142 loss: 0.1836 (0.1947) loss_rec_all: 0.2099 (0.2206) loss_rec_sfr: 0.2792 (0.2854) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [18:01:54.326099] Epoch: [201] [1480/2904] eta: 0:17:58 lr: 0.002142 loss: 0.1850 (0.1948) loss_rec_all: 0.2112 (0.2206) loss_rec_sfr: 0.2414 (0.2854) loss_cl: -0.2791 (-0.2788) time: 0.7471 data: 0.0003 max mem: 29860 [18:02:09.252073] Epoch: [201] [1500/2904] eta: 0:17:42 lr: 0.002142 loss: 0.1814 (0.1947) loss_rec_all: 0.2075 (0.2206) loss_rec_sfr: 0.2603 (0.2851) loss_cl: -0.2795 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [18:02:24.173118] Epoch: [201] [1520/2904] eta: 0:17:27 lr: 0.002142 loss: 0.1873 (0.1947) loss_rec_all: 0.2130 (0.2206) loss_rec_sfr: 0.2702 (0.2853) loss_cl: -0.2783 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [18:02:39.086348] Epoch: [201] [1540/2904] eta: 0:17:12 lr: 0.002142 loss: 0.1878 (0.1948) loss_rec_all: 0.2140 (0.2206) loss_rec_sfr: 0.2722 (0.2853) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [18:02:53.999747] Epoch: [201] [1560/2904] eta: 0:16:56 lr: 0.002142 loss: 0.1906 (0.1949) loss_rec_all: 0.2169 (0.2208) loss_rec_sfr: 0.2654 (0.2858) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [18:03:08.916950] Epoch: [201] [1580/2904] eta: 0:16:41 lr: 0.002142 loss: 0.1849 (0.1950) loss_rec_all: 0.2108 (0.2209) loss_rec_sfr: 0.2567 (0.2859) loss_cl: -0.2793 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [18:03:23.826160] Epoch: [201] [1600/2904] eta: 0:16:26 lr: 0.002142 loss: 0.1849 (0.1950) loss_rec_all: 0.2110 (0.2209) loss_rec_sfr: 0.2675 (0.2860) loss_cl: -0.2791 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [18:03:38.742548] Epoch: [201] [1620/2904] eta: 0:16:10 lr: 0.002142 loss: 0.1884 (0.1950) loss_rec_all: 0.2144 (0.2209) loss_rec_sfr: 0.2715 (0.2861) loss_cl: -0.2796 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [18:03:53.664908] Epoch: [201] [1640/2904] eta: 0:15:55 lr: 0.002142 loss: 0.1880 (0.1951) loss_rec_all: 0.2139 (0.2210) loss_rec_sfr: 0.2767 (0.2863) loss_cl: -0.2784 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [18:04:08.582999] Epoch: [201] [1660/2904] eta: 0:15:40 lr: 0.002142 loss: 0.1851 (0.1952) loss_rec_all: 0.2109 (0.2211) loss_rec_sfr: 0.2767 (0.2868) loss_cl: -0.2779 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [18:04:23.509687] Epoch: [201] [1680/2904] eta: 0:15:25 lr: 0.002142 loss: 0.1852 (0.1952) loss_rec_all: 0.2111 (0.2211) loss_rec_sfr: 0.2720 (0.2868) loss_cl: -0.2785 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [18:04:38.438818] Epoch: [201] [1700/2904] eta: 0:15:09 lr: 0.002142 loss: 0.1831 (0.1951) loss_rec_all: 0.2091 (0.2210) loss_rec_sfr: 0.2585 (0.2866) loss_cl: -0.2796 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [18:04:53.369040] Epoch: [201] [1720/2904] eta: 0:14:54 lr: 0.002142 loss: 0.1893 (0.1953) loss_rec_all: 0.2152 (0.2211) loss_rec_sfr: 0.2878 (0.2871) loss_cl: -0.2797 (-0.2788) time: 0.7465 data: 0.0003 max mem: 29860 [18:05:08.293712] Epoch: [201] [1740/2904] eta: 0:14:39 lr: 0.002142 loss: 0.1828 (0.1952) loss_rec_all: 0.2091 (0.2210) loss_rec_sfr: 0.2315 (0.2867) loss_cl: -0.2796 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [18:05:23.211634] Epoch: [201] [1760/2904] eta: 0:14:24 lr: 0.002142 loss: 0.1863 (0.1952) loss_rec_all: 0.2120 (0.2210) loss_rec_sfr: 0.2743 (0.2868) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [18:05:38.128210] Epoch: [201] [1780/2904] eta: 0:14:08 lr: 0.002142 loss: 0.1848 (0.1952) loss_rec_all: 0.2109 (0.2210) loss_rec_sfr: 0.2584 (0.2866) loss_cl: -0.2783 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [18:05:53.044441] Epoch: [201] [1800/2904] eta: 0:13:53 lr: 0.002142 loss: 0.1879 (0.1952) loss_rec_all: 0.2138 (0.2211) loss_rec_sfr: 0.2788 (0.2868) loss_cl: -0.2783 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [18:06:07.962068] Epoch: [201] [1820/2904] eta: 0:13:38 lr: 0.002142 loss: 0.1908 (0.1953) loss_rec_all: 0.2169 (0.2212) loss_rec_sfr: 0.2777 (0.2870) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [18:06:22.879838] Epoch: [201] [1840/2904] eta: 0:13:23 lr: 0.002142 loss: 0.1849 (0.1953) loss_rec_all: 0.2108 (0.2211) loss_rec_sfr: 0.2714 (0.2870) loss_cl: -0.2783 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [18:06:37.811838] Epoch: [201] [1860/2904] eta: 0:13:08 lr: 0.002142 loss: 0.1836 (0.1953) loss_rec_all: 0.2102 (0.2212) loss_rec_sfr: 0.2605 (0.2870) loss_cl: -0.2797 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [18:06:52.753206] Epoch: [201] [1880/2904] eta: 0:12:52 lr: 0.002142 loss: 0.1840 (0.1952) loss_rec_all: 0.2102 (0.2211) loss_rec_sfr: 0.2772 (0.2869) loss_cl: -0.2794 (-0.2788) time: 0.7470 data: 0.0003 max mem: 29860 [18:07:07.695268] Epoch: [201] [1900/2904] eta: 0:12:37 lr: 0.002142 loss: 0.1867 (0.1952) loss_rec_all: 0.2127 (0.2211) loss_rec_sfr: 0.2694 (0.2869) loss_cl: -0.2787 (-0.2788) time: 0.7471 data: 0.0003 max mem: 29860 [18:07:22.636782] Epoch: [201] [1920/2904] eta: 0:12:22 lr: 0.002142 loss: 0.1885 (0.1952) loss_rec_all: 0.2148 (0.2211) loss_rec_sfr: 0.2644 (0.2869) loss_cl: -0.2789 (-0.2788) time: 0.7470 data: 0.0003 max mem: 29860 [18:07:37.587133] Epoch: [201] [1940/2904] eta: 0:12:07 lr: 0.002142 loss: 0.1867 (0.1953) loss_rec_all: 0.2126 (0.2211) loss_rec_sfr: 0.2773 (0.2870) loss_cl: -0.2792 (-0.2788) time: 0.7475 data: 0.0003 max mem: 29860 [18:07:52.509326] Epoch: [201] [1960/2904] eta: 0:11:52 lr: 0.002142 loss: 0.1813 (0.1953) loss_rec_all: 0.2074 (0.2211) loss_rec_sfr: 0.2429 (0.2868) loss_cl: -0.2793 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [18:08:07.427267] Epoch: [201] [1980/2904] eta: 0:11:37 lr: 0.002142 loss: 0.1824 (0.1952) loss_rec_all: 0.2088 (0.2210) loss_rec_sfr: 0.2476 (0.2866) loss_cl: -0.2793 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [18:08:22.345920] Epoch: [201] [2000/2904] eta: 0:11:21 lr: 0.002142 loss: 0.1844 (0.1951) loss_rec_all: 0.2104 (0.2210) loss_rec_sfr: 0.2706 (0.2864) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [18:08:37.267815] Epoch: [201] [2020/2904] eta: 0:11:06 lr: 0.002142 loss: 0.1869 (0.1951) loss_rec_all: 0.2133 (0.2210) loss_rec_sfr: 0.2679 (0.2865) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [18:08:52.184922] Epoch: [201] [2040/2904] eta: 0:10:51 lr: 0.002142 loss: 0.1873 (0.1951) loss_rec_all: 0.2135 (0.2210) loss_rec_sfr: 0.2770 (0.2866) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [18:09:07.103213] Epoch: [201] [2060/2904] eta: 0:10:36 lr: 0.002142 loss: 0.1850 (0.1952) loss_rec_all: 0.2113 (0.2211) loss_rec_sfr: 0.2797 (0.2867) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [18:09:22.021039] Epoch: [201] [2080/2904] eta: 0:10:21 lr: 0.002142 loss: 0.1834 (0.1952) loss_rec_all: 0.2092 (0.2210) loss_rec_sfr: 0.2433 (0.2866) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [18:09:36.939585] Epoch: [201] [2100/2904] eta: 0:10:06 lr: 0.002142 loss: 0.1833 (0.1951) loss_rec_all: 0.2095 (0.2210) loss_rec_sfr: 0.2259 (0.2862) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [18:09:51.858059] Epoch: [201] [2120/2904] eta: 0:09:51 lr: 0.002142 loss: 0.1854 (0.1952) loss_rec_all: 0.2113 (0.2210) loss_rec_sfr: 0.2676 (0.2863) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [18:10:06.771998] Epoch: [201] [2140/2904] eta: 0:09:35 lr: 0.002142 loss: 0.1892 (0.1952) loss_rec_all: 0.2153 (0.2211) loss_rec_sfr: 0.2670 (0.2865) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [18:10:21.684387] Epoch: [201] [2160/2904] eta: 0:09:20 lr: 0.002142 loss: 0.1926 (0.1953) loss_rec_all: 0.2183 (0.2212) loss_rec_sfr: 0.2793 (0.2868) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [18:10:36.600883] Epoch: [201] [2180/2904] eta: 0:09:05 lr: 0.002142 loss: 0.1856 (0.1953) loss_rec_all: 0.2114 (0.2212) loss_rec_sfr: 0.2721 (0.2869) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [18:10:51.517056] Epoch: [201] [2200/2904] eta: 0:08:50 lr: 0.002142 loss: 0.1842 (0.1953) loss_rec_all: 0.2102 (0.2212) loss_rec_sfr: 0.2532 (0.2868) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [18:11:06.432576] Epoch: [201] [2220/2904] eta: 0:08:35 lr: 0.002142 loss: 0.1826 (0.1953) loss_rec_all: 0.2090 (0.2211) loss_rec_sfr: 0.2634 (0.2866) loss_cl: -0.2796 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [18:11:21.347508] Epoch: [201] [2240/2904] eta: 0:08:20 lr: 0.002142 loss: 0.1864 (0.1952) loss_rec_all: 0.2125 (0.2211) loss_rec_sfr: 0.2555 (0.2864) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [18:11:36.271249] Epoch: [201] [2260/2904] eta: 0:08:05 lr: 0.002142 loss: 0.1852 (0.1952) loss_rec_all: 0.2112 (0.2211) loss_rec_sfr: 0.2763 (0.2864) loss_cl: -0.2790 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [18:11:51.197203] Epoch: [201] [2280/2904] eta: 0:07:50 lr: 0.002142 loss: 0.1841 (0.1952) loss_rec_all: 0.2099 (0.2210) loss_rec_sfr: 0.2636 (0.2864) loss_cl: -0.2787 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [18:12:06.115448] Epoch: [201] [2300/2904] eta: 0:07:34 lr: 0.002141 loss: 0.1863 (0.1952) loss_rec_all: 0.2122 (0.2211) loss_rec_sfr: 0.2696 (0.2864) loss_cl: -0.2794 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [18:12:21.031329] Epoch: [201] [2320/2904] eta: 0:07:19 lr: 0.002141 loss: 0.1863 (0.1952) loss_rec_all: 0.2122 (0.2210) loss_rec_sfr: 0.2612 (0.2863) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [18:12:35.950140] Epoch: [201] [2340/2904] eta: 0:07:04 lr: 0.002141 loss: 0.1875 (0.1952) loss_rec_all: 0.2140 (0.2211) loss_rec_sfr: 0.2821 (0.2864) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [18:12:50.864475] Epoch: [201] [2360/2904] eta: 0:06:49 lr: 0.002141 loss: 0.1878 (0.1953) loss_rec_all: 0.2135 (0.2211) loss_rec_sfr: 0.2844 (0.2866) loss_cl: -0.2784 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [18:13:05.782529] Epoch: [201] [2380/2904] eta: 0:06:34 lr: 0.002141 loss: 0.1899 (0.1953) loss_rec_all: 0.2161 (0.2212) loss_rec_sfr: 0.2761 (0.2868) loss_cl: -0.2780 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [18:13:20.710115] Epoch: [201] [2400/2904] eta: 0:06:19 lr: 0.002141 loss: 0.1889 (0.1954) loss_rec_all: 0.2152 (0.2213) loss_rec_sfr: 0.2811 (0.2870) loss_cl: -0.2787 (-0.2788) time: 0.7463 data: 0.0003 max mem: 29860 [18:13:35.623595] Epoch: [201] [2420/2904] eta: 0:06:04 lr: 0.002141 loss: 0.1869 (0.1954) loss_rec_all: 0.2133 (0.2213) loss_rec_sfr: 0.2419 (0.2870) loss_cl: -0.2796 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [18:13:50.538204] Epoch: [201] [2440/2904] eta: 0:05:49 lr: 0.002141 loss: 0.1908 (0.1954) loss_rec_all: 0.2170 (0.2213) loss_rec_sfr: 0.2696 (0.2870) loss_cl: -0.2795 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [18:14:05.452963] Epoch: [201] [2460/2904] eta: 0:05:34 lr: 0.002141 loss: 0.1826 (0.1954) loss_rec_all: 0.2089 (0.2213) loss_rec_sfr: 0.2317 (0.2869) loss_cl: -0.2784 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [18:14:20.371110] Epoch: [201] [2480/2904] eta: 0:05:19 lr: 0.002141 loss: 0.1856 (0.1954) loss_rec_all: 0.2116 (0.2213) loss_rec_sfr: 0.2740 (0.2868) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [18:14:35.298940] Epoch: [201] [2500/2904] eta: 0:05:04 lr: 0.002141 loss: 0.1863 (0.1954) loss_rec_all: 0.2127 (0.2213) loss_rec_sfr: 0.2617 (0.2868) loss_cl: -0.2787 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [18:14:50.217998] Epoch: [201] [2520/2904] eta: 0:04:48 lr: 0.002141 loss: 0.1882 (0.1954) loss_rec_all: 0.2141 (0.2213) loss_rec_sfr: 0.2769 (0.2869) loss_cl: -0.2796 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [18:15:05.134005] Epoch: [201] [2540/2904] eta: 0:04:33 lr: 0.002141 loss: 0.1841 (0.1954) loss_rec_all: 0.2104 (0.2213) loss_rec_sfr: 0.2807 (0.2869) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [18:15:20.060290] Epoch: [201] [2560/2904] eta: 0:04:18 lr: 0.002141 loss: 0.1848 (0.1954) loss_rec_all: 0.2112 (0.2213) loss_rec_sfr: 0.2657 (0.2868) loss_cl: -0.2784 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [18:15:34.981628] Epoch: [201] [2580/2904] eta: 0:04:03 lr: 0.002141 loss: 0.1907 (0.1954) loss_rec_all: 0.2168 (0.2213) loss_rec_sfr: 0.2666 (0.2870) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [18:15:49.909611] Epoch: [201] [2600/2904] eta: 0:03:48 lr: 0.002141 loss: 0.1929 (0.1955) loss_rec_all: 0.2190 (0.2214) loss_rec_sfr: 0.2832 (0.2873) loss_cl: -0.2784 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [18:16:04.832115] Epoch: [201] [2620/2904] eta: 0:03:33 lr: 0.002141 loss: 0.1846 (0.1955) loss_rec_all: 0.2111 (0.2214) loss_rec_sfr: 0.2314 (0.2871) loss_cl: -0.2786 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [18:16:19.755532] Epoch: [201] [2640/2904] eta: 0:03:18 lr: 0.002141 loss: 0.1839 (0.1955) loss_rec_all: 0.2102 (0.2214) loss_rec_sfr: 0.2755 (0.2871) loss_cl: -0.2798 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [18:16:34.687875] Epoch: [201] [2660/2904] eta: 0:03:03 lr: 0.002141 loss: 0.1873 (0.1955) loss_rec_all: 0.2137 (0.2213) loss_rec_sfr: 0.2651 (0.2869) loss_cl: -0.2799 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [18:16:49.614652] Epoch: [201] [2680/2904] eta: 0:02:48 lr: 0.002141 loss: 0.1884 (0.1955) loss_rec_all: 0.2142 (0.2214) loss_rec_sfr: 0.2748 (0.2872) loss_cl: -0.2784 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [18:17:04.528840] Epoch: [201] [2700/2904] eta: 0:02:33 lr: 0.002141 loss: 0.1812 (0.1955) loss_rec_all: 0.2075 (0.2214) loss_rec_sfr: 0.2746 (0.2871) loss_cl: -0.2784 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [18:17:19.450589] Epoch: [201] [2720/2904] eta: 0:02:18 lr: 0.002141 loss: 0.1836 (0.1955) loss_rec_all: 0.2097 (0.2214) loss_rec_sfr: 0.2746 (0.2873) loss_cl: -0.2779 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [18:17:34.365977] Epoch: [201] [2740/2904] eta: 0:02:03 lr: 0.002141 loss: 0.1920 (0.1956) loss_rec_all: 0.2178 (0.2215) loss_rec_sfr: 0.2747 (0.2875) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [18:17:49.286736] Epoch: [201] [2760/2904] eta: 0:01:48 lr: 0.002141 loss: 0.1863 (0.1956) loss_rec_all: 0.2125 (0.2215) loss_rec_sfr: 0.2749 (0.2874) loss_cl: -0.2797 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [18:18:04.197339] Epoch: [201] [2780/2904] eta: 0:01:33 lr: 0.002141 loss: 0.1851 (0.1956) loss_rec_all: 0.2111 (0.2215) loss_rec_sfr: 0.2826 (0.2874) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [18:18:19.120528] Epoch: [201] [2800/2904] eta: 0:01:18 lr: 0.002141 loss: 0.1838 (0.1956) loss_rec_all: 0.2095 (0.2215) loss_rec_sfr: 0.2784 (0.2876) loss_cl: -0.2779 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [18:18:34.041298] Epoch: [201] [2820/2904] eta: 0:01:03 lr: 0.002141 loss: 0.1845 (0.1956) loss_rec_all: 0.2105 (0.2214) loss_rec_sfr: 0.2648 (0.2875) loss_cl: -0.2779 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [18:18:49.053663] Epoch: [201] [2840/2904] eta: 0:00:48 lr: 0.002141 loss: 0.1838 (0.1956) loss_rec_all: 0.2105 (0.2214) loss_rec_sfr: 0.2734 (0.2875) loss_cl: -0.2796 (-0.2788) time: 0.7506 data: 0.0058 max mem: 29860 [18:19:03.948989] Epoch: [201] [2860/2904] eta: 0:00:33 lr: 0.002141 loss: 0.1858 (0.1956) loss_rec_all: 0.2117 (0.2215) loss_rec_sfr: 0.2724 (0.2876) loss_cl: -0.2791 (-0.2788) time: 0.7447 data: 0.0001 max mem: 29860 [18:19:18.882927] Epoch: [201] [2880/2904] eta: 0:00:18 lr: 0.002141 loss: 0.1854 (0.1956) loss_rec_all: 0.2112 (0.2215) loss_rec_sfr: 0.2838 (0.2878) loss_cl: -0.2790 (-0.2788) time: 0.7467 data: 0.0001 max mem: 29860 [18:19:33.798854] Epoch: [201] [2900/2904] eta: 0:00:03 lr: 0.002141 loss: 0.1817 (0.1956) loss_rec_all: 0.2077 (0.2214) loss_rec_sfr: 0.2702 (0.2876) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0001 max mem: 29860 [18:19:36.042958] Epoch: [201] [2903/2904] eta: 0:00:00 lr: 0.002141 loss: 0.1817 (0.1956) loss_rec_all: 0.2077 (0.2214) loss_rec_sfr: 0.2723 (0.2876) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0001 max mem: 29860 [18:19:38.311791] Epoch: [201] Total time: 0:36:25 (0.7526 s / it) [18:19:38.317540] Averaged stats: lr: 0.002141 loss: 0.1817 (0.1978) loss_rec_all: 0.2077 (0.2214) loss_rec_sfr: 0.2723 (0.2878) loss_cl: -0.2787 (-0.2555) [18:19:38.322846] log_dir: ./checkpoint/VF2_ViT-B [18:19:56.573602] Epoch: [202] [ 0/2904] eta: 14:43:16 lr: 0.002141 loss: 0.1748 (0.1748) loss_rec_all: 0.2013 (0.2013) loss_rec_sfr: 0.1991 (0.1991) loss_cl: -0.2781 (-0.2781) time: 18.2494 data: 17.5173 max mem: 29860 [18:20:14.101310] Epoch: [202] [ 20/2904] eta: 1:21:53 lr: 0.002141 loss: 0.1902 (0.2015) loss_rec_all: 0.2162 (0.2272) loss_rec_sfr: 0.2808 (0.3089) loss_cl: -0.2790 (-0.2790) time: 0.8763 data: 0.0512 max mem: 29860 [18:20:28.980508] Epoch: [202] [ 40/2904] eta: 0:58:58 lr: 0.002141 loss: 0.1855 (0.1981) loss_rec_all: 0.2118 (0.2240) loss_rec_sfr: 0.2349 (0.2915) loss_cl: -0.2795 (-0.2792) time: 0.7439 data: 0.0002 max mem: 29860 [18:20:43.882549] Epoch: [202] [ 60/2904] eta: 0:50:56 lr: 0.002141 loss: 0.1856 (0.1987) loss_rec_all: 0.2113 (0.2245) loss_rec_sfr: 0.2881 (0.2995) loss_cl: -0.2786 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [18:20:58.801132] Epoch: [202] [ 80/2904] eta: 0:46:45 lr: 0.002141 loss: 0.1874 (0.1995) loss_rec_all: 0.2132 (0.2253) loss_rec_sfr: 0.2743 (0.3048) loss_cl: -0.2783 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [18:21:13.713996] Epoch: [202] [ 100/2904] eta: 0:44:08 lr: 0.002141 loss: 0.1831 (0.1973) loss_rec_all: 0.2094 (0.2230) loss_rec_sfr: 0.2376 (0.2956) loss_cl: -0.2782 (-0.2786) time: 0.7456 data: 0.0003 max mem: 29860 [18:21:28.635011] Epoch: [202] [ 120/2904] eta: 0:42:17 lr: 0.002141 loss: 0.1914 (0.1980) loss_rec_all: 0.2173 (0.2238) loss_rec_sfr: 0.2693 (0.2967) loss_cl: -0.2787 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [18:21:43.555153] Epoch: [202] [ 140/2904] eta: 0:40:54 lr: 0.002141 loss: 0.1814 (0.1968) loss_rec_all: 0.2075 (0.2226) loss_rec_sfr: 0.2590 (0.2926) loss_cl: -0.2788 (-0.2786) time: 0.7460 data: 0.0003 max mem: 29860 [18:21:58.486480] Epoch: [202] [ 160/2904] eta: 0:39:48 lr: 0.002141 loss: 0.1855 (0.1968) loss_rec_all: 0.2116 (0.2226) loss_rec_sfr: 0.2674 (0.2934) loss_cl: -0.2794 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [18:22:13.444372] Epoch: [202] [ 180/2904] eta: 0:38:54 lr: 0.002141 loss: 0.1896 (0.1966) loss_rec_all: 0.2155 (0.2224) loss_rec_sfr: 0.2410 (0.2910) loss_cl: -0.2794 (-0.2788) time: 0.7478 data: 0.0002 max mem: 29860 [18:22:28.372521] Epoch: [202] [ 200/2904] eta: 0:38:07 lr: 0.002141 loss: 0.1830 (0.1962) loss_rec_all: 0.2093 (0.2220) loss_rec_sfr: 0.2572 (0.2897) loss_cl: -0.2796 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [18:22:43.295455] Epoch: [202] [ 220/2904] eta: 0:37:26 lr: 0.002141 loss: 0.1840 (0.1965) loss_rec_all: 0.2103 (0.2223) loss_rec_sfr: 0.2620 (0.2893) loss_cl: -0.2780 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [18:22:58.214507] Epoch: [202] [ 240/2904] eta: 0:36:49 lr: 0.002141 loss: 0.1878 (0.1965) loss_rec_all: 0.2136 (0.2224) loss_rec_sfr: 0.2741 (0.2897) loss_cl: -0.2775 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [18:23:13.136395] Epoch: [202] [ 260/2904] eta: 0:36:15 lr: 0.002141 loss: 0.1889 (0.1970) loss_rec_all: 0.2150 (0.2228) loss_rec_sfr: 0.2694 (0.2904) loss_cl: -0.2794 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [18:23:28.058419] Epoch: [202] [ 280/2904] eta: 0:35:45 lr: 0.002141 loss: 0.1836 (0.1969) loss_rec_all: 0.2096 (0.2227) loss_rec_sfr: 0.2724 (0.2905) loss_cl: -0.2796 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [18:23:42.995217] Epoch: [202] [ 300/2904] eta: 0:35:16 lr: 0.002141 loss: 0.1821 (0.1965) loss_rec_all: 0.2080 (0.2224) loss_rec_sfr: 0.2674 (0.2893) loss_cl: -0.2785 (-0.2787) time: 0.7468 data: 0.0002 max mem: 29860 [18:23:57.933723] Epoch: [202] [ 320/2904] eta: 0:34:49 lr: 0.002141 loss: 0.1855 (0.1961) loss_rec_all: 0.2116 (0.2219) loss_rec_sfr: 0.2654 (0.2882) loss_cl: -0.2799 (-0.2788) time: 0.7469 data: 0.0002 max mem: 29860 [18:24:12.860502] Epoch: [202] [ 340/2904] eta: 0:34:24 lr: 0.002140 loss: 0.1838 (0.1954) loss_rec_all: 0.2097 (0.2213) loss_rec_sfr: 0.2616 (0.2859) loss_cl: -0.2795 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [18:24:27.781259] Epoch: [202] [ 360/2904] eta: 0:33:59 lr: 0.002140 loss: 0.1870 (0.1956) loss_rec_all: 0.2130 (0.2214) loss_rec_sfr: 0.2656 (0.2861) loss_cl: -0.2780 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [18:24:42.715442] Epoch: [202] [ 380/2904] eta: 0:33:36 lr: 0.002140 loss: 0.1851 (0.1954) loss_rec_all: 0.2111 (0.2213) loss_rec_sfr: 0.2684 (0.2856) loss_cl: -0.2791 (-0.2788) time: 0.7467 data: 0.0003 max mem: 29860 [18:24:57.657055] Epoch: [202] [ 400/2904] eta: 0:33:13 lr: 0.002140 loss: 0.1837 (0.1953) loss_rec_all: 0.2096 (0.2212) loss_rec_sfr: 0.2714 (0.2859) loss_cl: -0.2791 (-0.2788) time: 0.7470 data: 0.0002 max mem: 29860 [18:25:12.580015] Epoch: [202] [ 420/2904] eta: 0:32:52 lr: 0.002140 loss: 0.1845 (0.1955) loss_rec_all: 0.2107 (0.2214) loss_rec_sfr: 0.2831 (0.2869) loss_cl: -0.2790 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [18:25:27.509525] Epoch: [202] [ 440/2904] eta: 0:32:30 lr: 0.002140 loss: 0.1873 (0.1954) loss_rec_all: 0.2134 (0.2213) loss_rec_sfr: 0.2606 (0.2862) loss_cl: -0.2794 (-0.2788) time: 0.7464 data: 0.0003 max mem: 29860 [18:25:42.436824] Epoch: [202] [ 460/2904] eta: 0:32:10 lr: 0.002140 loss: 0.1871 (0.1958) loss_rec_all: 0.2130 (0.2216) loss_rec_sfr: 0.2775 (0.2874) loss_cl: -0.2786 (-0.2788) time: 0.7463 data: 0.0003 max mem: 29860 [18:25:57.400795] Epoch: [202] [ 480/2904] eta: 0:31:50 lr: 0.002140 loss: 0.1883 (0.1957) loss_rec_all: 0.2143 (0.2216) loss_rec_sfr: 0.2608 (0.2871) loss_cl: -0.2786 (-0.2788) time: 0.7482 data: 0.0003 max mem: 29860 [18:26:12.332722] Epoch: [202] [ 500/2904] eta: 0:31:30 lr: 0.002140 loss: 0.1869 (0.1956) loss_rec_all: 0.2129 (0.2215) loss_rec_sfr: 0.2571 (0.2864) loss_cl: -0.2784 (-0.2788) time: 0.7465 data: 0.0003 max mem: 29860 [18:26:27.269392] Epoch: [202] [ 520/2904] eta: 0:31:11 lr: 0.002140 loss: 0.1860 (0.1956) loss_rec_all: 0.2124 (0.2214) loss_rec_sfr: 0.2637 (0.2862) loss_cl: -0.2799 (-0.2788) time: 0.7468 data: 0.0003 max mem: 29860 [18:26:42.201710] Epoch: [202] [ 540/2904] eta: 0:30:52 lr: 0.002140 loss: 0.1899 (0.1958) loss_rec_all: 0.2160 (0.2217) loss_rec_sfr: 0.2729 (0.2868) loss_cl: -0.2790 (-0.2788) time: 0.7466 data: 0.0003 max mem: 29860 [18:26:57.133632] Epoch: [202] [ 560/2904] eta: 0:30:33 lr: 0.002140 loss: 0.1832 (0.1954) loss_rec_all: 0.2098 (0.2213) loss_rec_sfr: 0.2305 (0.2852) loss_cl: -0.2799 (-0.2788) time: 0.7466 data: 0.0003 max mem: 29860 [18:27:12.061088] Epoch: [202] [ 580/2904] eta: 0:30:14 lr: 0.002140 loss: 0.1849 (0.1954) loss_rec_all: 0.2111 (0.2213) loss_rec_sfr: 0.2777 (0.2856) loss_cl: -0.2794 (-0.2788) time: 0.7463 data: 0.0003 max mem: 29860 [18:27:26.991577] Epoch: [202] [ 600/2904] eta: 0:29:56 lr: 0.002140 loss: 0.1885 (0.1955) loss_rec_all: 0.2142 (0.2213) loss_rec_sfr: 0.2658 (0.2860) loss_cl: -0.2780 (-0.2788) time: 0.7465 data: 0.0003 max mem: 29860 [18:27:41.912979] Epoch: [202] [ 620/2904] eta: 0:29:38 lr: 0.002140 loss: 0.1859 (0.1956) loss_rec_all: 0.2119 (0.2214) loss_rec_sfr: 0.2660 (0.2865) loss_cl: -0.2775 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [18:27:56.837871] Epoch: [202] [ 640/2904] eta: 0:29:20 lr: 0.002140 loss: 0.1901 (0.1958) loss_rec_all: 0.2164 (0.2217) loss_rec_sfr: 0.2648 (0.2871) loss_cl: -0.2795 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [18:28:11.771838] Epoch: [202] [ 660/2904] eta: 0:29:02 lr: 0.002140 loss: 0.1874 (0.1960) loss_rec_all: 0.2133 (0.2219) loss_rec_sfr: 0.2797 (0.2879) loss_cl: -0.2786 (-0.2788) time: 0.7466 data: 0.0003 max mem: 29860 [18:28:26.699881] Epoch: [202] [ 680/2904] eta: 0:28:45 lr: 0.002140 loss: 0.1863 (0.1962) loss_rec_all: 0.2120 (0.2221) loss_rec_sfr: 0.2722 (0.2887) loss_cl: -0.2783 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [18:28:41.627117] Epoch: [202] [ 700/2904] eta: 0:28:28 lr: 0.002140 loss: 0.1851 (0.1961) loss_rec_all: 0.2115 (0.2220) loss_rec_sfr: 0.2664 (0.2885) loss_cl: -0.2794 (-0.2788) time: 0.7463 data: 0.0003 max mem: 29860 [18:28:56.551614] Epoch: [202] [ 720/2904] eta: 0:28:10 lr: 0.002140 loss: 0.1888 (0.1960) loss_rec_all: 0.2148 (0.2219) loss_rec_sfr: 0.2662 (0.2884) loss_cl: -0.2797 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [18:29:11.471222] Epoch: [202] [ 740/2904] eta: 0:27:53 lr: 0.002140 loss: 0.1824 (0.1961) loss_rec_all: 0.2083 (0.2220) loss_rec_sfr: 0.2789 (0.2890) loss_cl: -0.2784 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [18:29:26.401312] Epoch: [202] [ 760/2904] eta: 0:27:36 lr: 0.002140 loss: 0.1896 (0.1964) loss_rec_all: 0.2154 (0.2223) loss_rec_sfr: 0.2796 (0.2901) loss_cl: -0.2790 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [18:29:41.335336] Epoch: [202] [ 780/2904] eta: 0:27:19 lr: 0.002140 loss: 0.1854 (0.1962) loss_rec_all: 0.2114 (0.2221) loss_rec_sfr: 0.2652 (0.2897) loss_cl: -0.2788 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [18:29:56.261718] Epoch: [202] [ 800/2904] eta: 0:27:03 lr: 0.002140 loss: 0.1863 (0.1961) loss_rec_all: 0.2125 (0.2220) loss_rec_sfr: 0.2608 (0.2892) loss_cl: -0.2788 (-0.2788) time: 0.7463 data: 0.0003 max mem: 29860 [18:30:11.186277] Epoch: [202] [ 820/2904] eta: 0:26:46 lr: 0.002140 loss: 0.1861 (0.1962) loss_rec_all: 0.2119 (0.2220) loss_rec_sfr: 0.2830 (0.2895) loss_cl: -0.2789 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [18:30:26.110046] Epoch: [202] [ 840/2904] eta: 0:26:29 lr: 0.002140 loss: 0.1813 (0.1960) loss_rec_all: 0.2077 (0.2218) loss_rec_sfr: 0.2398 (0.2889) loss_cl: -0.2788 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [18:30:41.039574] Epoch: [202] [ 860/2904] eta: 0:26:13 lr: 0.002140 loss: 0.1839 (0.1959) loss_rec_all: 0.2097 (0.2218) loss_rec_sfr: 0.2813 (0.2889) loss_cl: -0.2797 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [18:30:55.970512] Epoch: [202] [ 880/2904] eta: 0:25:56 lr: 0.002140 loss: 0.1815 (0.1958) loss_rec_all: 0.2073 (0.2217) loss_rec_sfr: 0.2456 (0.2884) loss_cl: -0.2787 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [18:31:10.892069] Epoch: [202] [ 900/2904] eta: 0:25:40 lr: 0.002140 loss: 0.1879 (0.1959) loss_rec_all: 0.2141 (0.2217) loss_rec_sfr: 0.2706 (0.2884) loss_cl: -0.2781 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [18:31:25.816001] Epoch: [202] [ 920/2904] eta: 0:25:23 lr: 0.002140 loss: 0.1823 (0.1957) loss_rec_all: 0.2086 (0.2216) loss_rec_sfr: 0.2560 (0.2879) loss_cl: -0.2786 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [18:31:40.747117] Epoch: [202] [ 940/2904] eta: 0:25:07 lr: 0.002140 loss: 0.1824 (0.1958) loss_rec_all: 0.2084 (0.2216) loss_rec_sfr: 0.2632 (0.2881) loss_cl: -0.2796 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [18:31:55.665644] Epoch: [202] [ 960/2904] eta: 0:24:51 lr: 0.002140 loss: 0.1852 (0.1957) loss_rec_all: 0.2114 (0.2215) loss_rec_sfr: 0.2624 (0.2877) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [18:32:10.590799] Epoch: [202] [ 980/2904] eta: 0:24:35 lr: 0.002140 loss: 0.1857 (0.1957) loss_rec_all: 0.2120 (0.2215) loss_rec_sfr: 0.2682 (0.2877) loss_cl: -0.2788 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [18:32:25.509553] Epoch: [202] [1000/2904] eta: 0:24:19 lr: 0.002140 loss: 0.1841 (0.1956) loss_rec_all: 0.2101 (0.2215) loss_rec_sfr: 0.2421 (0.2875) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [18:32:40.436684] Epoch: [202] [1020/2904] eta: 0:24:03 lr: 0.002140 loss: 0.1831 (0.1955) loss_rec_all: 0.2090 (0.2214) loss_rec_sfr: 0.2669 (0.2869) loss_cl: -0.2787 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [18:32:55.369147] Epoch: [202] [1040/2904] eta: 0:23:47 lr: 0.002140 loss: 0.1819 (0.1955) loss_rec_all: 0.2081 (0.2214) loss_rec_sfr: 0.2750 (0.2871) loss_cl: -0.2775 (-0.2788) time: 0.7466 data: 0.0003 max mem: 29860 [18:33:10.299375] Epoch: [202] [1060/2904] eta: 0:23:31 lr: 0.002140 loss: 0.1843 (0.1955) loss_rec_all: 0.2104 (0.2214) loss_rec_sfr: 0.2688 (0.2871) loss_cl: -0.2780 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [18:33:25.216617] Epoch: [202] [1080/2904] eta: 0:23:15 lr: 0.002140 loss: 0.1852 (0.1958) loss_rec_all: 0.2113 (0.2216) loss_rec_sfr: 0.2841 (0.2880) loss_cl: -0.2780 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [18:33:40.137749] Epoch: [202] [1100/2904] eta: 0:22:59 lr: 0.002140 loss: 0.1857 (0.1957) loss_rec_all: 0.2121 (0.2216) loss_rec_sfr: 0.2660 (0.2877) loss_cl: -0.2794 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [18:33:55.056980] Epoch: [202] [1120/2904] eta: 0:22:43 lr: 0.002140 loss: 0.1855 (0.1957) loss_rec_all: 0.2113 (0.2216) loss_rec_sfr: 0.2746 (0.2877) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [18:34:09.977702] Epoch: [202] [1140/2904] eta: 0:22:27 lr: 0.002140 loss: 0.1888 (0.1957) loss_rec_all: 0.2151 (0.2216) loss_rec_sfr: 0.2841 (0.2880) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [18:34:24.897536] Epoch: [202] [1160/2904] eta: 0:22:11 lr: 0.002140 loss: 0.1837 (0.1957) loss_rec_all: 0.2098 (0.2215) loss_rec_sfr: 0.2730 (0.2880) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [18:34:39.814442] Epoch: [202] [1180/2904] eta: 0:21:55 lr: 0.002140 loss: 0.1825 (0.1956) loss_rec_all: 0.2083 (0.2215) loss_rec_sfr: 0.2684 (0.2881) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [18:34:54.733018] Epoch: [202] [1200/2904] eta: 0:21:40 lr: 0.002140 loss: 0.1874 (0.1957) loss_rec_all: 0.2137 (0.2216) loss_rec_sfr: 0.2635 (0.2881) loss_cl: -0.2771 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [18:35:09.645778] Epoch: [202] [1220/2904] eta: 0:21:24 lr: 0.002140 loss: 0.1864 (0.1958) loss_rec_all: 0.2127 (0.2216) loss_rec_sfr: 0.2741 (0.2884) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [18:35:24.558402] Epoch: [202] [1240/2904] eta: 0:21:08 lr: 0.002140 loss: 0.1837 (0.1957) loss_rec_all: 0.2099 (0.2215) loss_rec_sfr: 0.2717 (0.2880) loss_cl: -0.2796 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [18:35:39.474991] Epoch: [202] [1260/2904] eta: 0:20:53 lr: 0.002140 loss: 0.1850 (0.1958) loss_rec_all: 0.2116 (0.2217) loss_rec_sfr: 0.2750 (0.2885) loss_cl: -0.2796 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [18:35:54.392751] Epoch: [202] [1280/2904] eta: 0:20:37 lr: 0.002139 loss: 0.1833 (0.1957) loss_rec_all: 0.2092 (0.2216) loss_rec_sfr: 0.2661 (0.2883) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [18:36:09.311222] Epoch: [202] [1300/2904] eta: 0:20:21 lr: 0.002139 loss: 0.1880 (0.1958) loss_rec_all: 0.2140 (0.2217) loss_rec_sfr: 0.2804 (0.2886) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [18:36:24.224231] Epoch: [202] [1320/2904] eta: 0:20:06 lr: 0.002139 loss: 0.1855 (0.1959) loss_rec_all: 0.2114 (0.2218) loss_rec_sfr: 0.2720 (0.2889) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [18:36:39.142963] Epoch: [202] [1340/2904] eta: 0:19:50 lr: 0.002139 loss: 0.1837 (0.1959) loss_rec_all: 0.2098 (0.2217) loss_rec_sfr: 0.2720 (0.2887) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [18:36:54.059035] Epoch: [202] [1360/2904] eta: 0:19:34 lr: 0.002139 loss: 0.1854 (0.1959) loss_rec_all: 0.2118 (0.2218) loss_rec_sfr: 0.2632 (0.2887) loss_cl: -0.2795 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [18:37:08.974855] Epoch: [202] [1380/2904] eta: 0:19:19 lr: 0.002139 loss: 0.1854 (0.1959) loss_rec_all: 0.2119 (0.2218) loss_rec_sfr: 0.2680 (0.2888) loss_cl: -0.2795 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [18:37:23.886109] Epoch: [202] [1400/2904] eta: 0:19:03 lr: 0.002139 loss: 0.1849 (0.1959) loss_rec_all: 0.2111 (0.2218) loss_rec_sfr: 0.2610 (0.2887) loss_cl: -0.2793 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [18:37:38.807079] Epoch: [202] [1420/2904] eta: 0:18:48 lr: 0.002139 loss: 0.1837 (0.1960) loss_rec_all: 0.2099 (0.2219) loss_rec_sfr: 0.2549 (0.2890) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [18:37:53.730112] Epoch: [202] [1440/2904] eta: 0:18:32 lr: 0.002139 loss: 0.1859 (0.1960) loss_rec_all: 0.2116 (0.2219) loss_rec_sfr: 0.2754 (0.2890) loss_cl: -0.2785 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [18:38:08.648589] Epoch: [202] [1460/2904] eta: 0:18:17 lr: 0.002139 loss: 0.1887 (0.1959) loss_rec_all: 0.2147 (0.2218) loss_rec_sfr: 0.2732 (0.2887) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [18:38:23.567826] Epoch: [202] [1480/2904] eta: 0:18:01 lr: 0.002139 loss: 0.1882 (0.1959) loss_rec_all: 0.2139 (0.2218) loss_rec_sfr: 0.2823 (0.2889) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [18:38:38.488594] Epoch: [202] [1500/2904] eta: 0:17:46 lr: 0.002139 loss: 0.1836 (0.1958) loss_rec_all: 0.2101 (0.2216) loss_rec_sfr: 0.2355 (0.2882) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [18:38:53.407609] Epoch: [202] [1520/2904] eta: 0:17:30 lr: 0.002139 loss: 0.1844 (0.1959) loss_rec_all: 0.2106 (0.2218) loss_rec_sfr: 0.2826 (0.2887) loss_cl: -0.2783 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [18:39:08.329688] Epoch: [202] [1540/2904] eta: 0:17:15 lr: 0.002139 loss: 0.1823 (0.1958) loss_rec_all: 0.2083 (0.2217) loss_rec_sfr: 0.2668 (0.2884) loss_cl: -0.2792 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [18:39:23.243614] Epoch: [202] [1560/2904] eta: 0:17:00 lr: 0.002139 loss: 0.1876 (0.1960) loss_rec_all: 0.2139 (0.2218) loss_rec_sfr: 0.2819 (0.2890) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [18:39:38.164478] Epoch: [202] [1580/2904] eta: 0:16:44 lr: 0.002139 loss: 0.1838 (0.1960) loss_rec_all: 0.2100 (0.2219) loss_rec_sfr: 0.2817 (0.2894) loss_cl: -0.2780 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [18:39:53.083832] Epoch: [202] [1600/2904] eta: 0:16:29 lr: 0.002139 loss: 0.1882 (0.1961) loss_rec_all: 0.2141 (0.2219) loss_rec_sfr: 0.2726 (0.2897) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [18:40:08.003813] Epoch: [202] [1620/2904] eta: 0:16:13 lr: 0.002139 loss: 0.1872 (0.1961) loss_rec_all: 0.2132 (0.2220) loss_rec_sfr: 0.2709 (0.2897) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [18:40:22.926149] Epoch: [202] [1640/2904] eta: 0:15:58 lr: 0.002139 loss: 0.1863 (0.1961) loss_rec_all: 0.2129 (0.2220) loss_rec_sfr: 0.2663 (0.2898) loss_cl: -0.2795 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [18:40:37.845798] Epoch: [202] [1660/2904] eta: 0:15:43 lr: 0.002139 loss: 0.1875 (0.1961) loss_rec_all: 0.2134 (0.2220) loss_rec_sfr: 0.2694 (0.2898) loss_cl: -0.2795 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [18:40:52.766529] Epoch: [202] [1680/2904] eta: 0:15:27 lr: 0.002139 loss: 0.1856 (0.1960) loss_rec_all: 0.2115 (0.2219) loss_rec_sfr: 0.2653 (0.2894) loss_cl: -0.2793 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [18:41:07.688510] Epoch: [202] [1700/2904] eta: 0:15:12 lr: 0.002139 loss: 0.1849 (0.1960) loss_rec_all: 0.2113 (0.2219) loss_rec_sfr: 0.2717 (0.2894) loss_cl: -0.2796 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [18:41:22.598695] Epoch: [202] [1720/2904] eta: 0:14:57 lr: 0.002139 loss: 0.1835 (0.1959) loss_rec_all: 0.2097 (0.2218) loss_rec_sfr: 0.2758 (0.2890) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [18:41:37.526809] Epoch: [202] [1740/2904] eta: 0:14:41 lr: 0.002139 loss: 0.1821 (0.1959) loss_rec_all: 0.2078 (0.2217) loss_rec_sfr: 0.2281 (0.2889) loss_cl: -0.2790 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [18:41:52.456843] Epoch: [202] [1760/2904] eta: 0:14:26 lr: 0.002139 loss: 0.1810 (0.1958) loss_rec_all: 0.2075 (0.2217) loss_rec_sfr: 0.2339 (0.2885) loss_cl: -0.2793 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [18:42:07.374797] Epoch: [202] [1780/2904] eta: 0:14:11 lr: 0.002139 loss: 0.1881 (0.1958) loss_rec_all: 0.2141 (0.2217) loss_rec_sfr: 0.2720 (0.2884) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [18:42:22.294741] Epoch: [202] [1800/2904] eta: 0:13:56 lr: 0.002139 loss: 0.1843 (0.1957) loss_rec_all: 0.2103 (0.2216) loss_rec_sfr: 0.2733 (0.2882) loss_cl: -0.2783 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [18:42:37.224238] Epoch: [202] [1820/2904] eta: 0:13:40 lr: 0.002139 loss: 0.1908 (0.1957) loss_rec_all: 0.2170 (0.2216) loss_rec_sfr: 0.2703 (0.2882) loss_cl: -0.2788 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [18:42:52.159661] Epoch: [202] [1840/2904] eta: 0:13:25 lr: 0.002139 loss: 0.1869 (0.1958) loss_rec_all: 0.2129 (0.2216) loss_rec_sfr: 0.2748 (0.2884) loss_cl: -0.2790 (-0.2788) time: 0.7467 data: 0.0003 max mem: 29860 [18:43:07.087383] Epoch: [202] [1860/2904] eta: 0:13:10 lr: 0.002139 loss: 0.1871 (0.1958) loss_rec_all: 0.2133 (0.2216) loss_rec_sfr: 0.2688 (0.2884) loss_cl: -0.2788 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [18:43:22.008715] Epoch: [202] [1880/2904] eta: 0:12:54 lr: 0.002139 loss: 0.1861 (0.1957) loss_rec_all: 0.2121 (0.2216) loss_rec_sfr: 0.2653 (0.2881) loss_cl: -0.2798 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [18:43:36.931492] Epoch: [202] [1900/2904] eta: 0:12:39 lr: 0.002139 loss: 0.1842 (0.1957) loss_rec_all: 0.2102 (0.2216) loss_rec_sfr: 0.2697 (0.2882) loss_cl: -0.2795 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [18:43:51.849966] Epoch: [202] [1920/2904] eta: 0:12:24 lr: 0.002139 loss: 0.1864 (0.1957) loss_rec_all: 0.2125 (0.2215) loss_rec_sfr: 0.2688 (0.2880) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [18:44:06.764476] Epoch: [202] [1940/2904] eta: 0:12:09 lr: 0.002139 loss: 0.1831 (0.1957) loss_rec_all: 0.2094 (0.2216) loss_rec_sfr: 0.2741 (0.2882) loss_cl: -0.2776 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [18:44:21.684587] Epoch: [202] [1960/2904] eta: 0:11:54 lr: 0.002139 loss: 0.1860 (0.1958) loss_rec_all: 0.2122 (0.2216) loss_rec_sfr: 0.2644 (0.2883) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [18:44:36.608070] Epoch: [202] [1980/2904] eta: 0:11:38 lr: 0.002139 loss: 0.1834 (0.1957) loss_rec_all: 0.2094 (0.2216) loss_rec_sfr: 0.2683 (0.2882) loss_cl: -0.2799 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [18:44:51.523747] Epoch: [202] [2000/2904] eta: 0:11:23 lr: 0.002139 loss: 0.1882 (0.1958) loss_rec_all: 0.2145 (0.2217) loss_rec_sfr: 0.2690 (0.2883) loss_cl: -0.2795 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [18:45:06.437761] Epoch: [202] [2020/2904] eta: 0:11:08 lr: 0.002139 loss: 0.1857 (0.1959) loss_rec_all: 0.2115 (0.2218) loss_rec_sfr: 0.2714 (0.2886) loss_cl: -0.2782 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [18:45:21.349995] Epoch: [202] [2040/2904] eta: 0:10:53 lr: 0.002139 loss: 0.1891 (0.1959) loss_rec_all: 0.2149 (0.2218) loss_rec_sfr: 0.2697 (0.2886) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [18:45:36.264338] Epoch: [202] [2060/2904] eta: 0:10:37 lr: 0.002139 loss: 0.1847 (0.1959) loss_rec_all: 0.2111 (0.2218) loss_rec_sfr: 0.2653 (0.2885) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [18:45:51.179945] Epoch: [202] [2080/2904] eta: 0:10:22 lr: 0.002139 loss: 0.1858 (0.1959) loss_rec_all: 0.2121 (0.2217) loss_rec_sfr: 0.2774 (0.2885) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [18:46:06.092294] Epoch: [202] [2100/2904] eta: 0:10:07 lr: 0.002139 loss: 0.1823 (0.1958) loss_rec_all: 0.2085 (0.2217) loss_rec_sfr: 0.2574 (0.2883) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [18:46:21.007847] Epoch: [202] [2120/2904] eta: 0:09:52 lr: 0.002139 loss: 0.1849 (0.1958) loss_rec_all: 0.2108 (0.2217) loss_rec_sfr: 0.2727 (0.2884) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [18:46:35.922299] Epoch: [202] [2140/2904] eta: 0:09:37 lr: 0.002139 loss: 0.1899 (0.1959) loss_rec_all: 0.2158 (0.2218) loss_rec_sfr: 0.2726 (0.2885) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [18:46:50.837742] Epoch: [202] [2160/2904] eta: 0:09:22 lr: 0.002139 loss: 0.1869 (0.1959) loss_rec_all: 0.2129 (0.2218) loss_rec_sfr: 0.2798 (0.2888) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [18:47:05.753075] Epoch: [202] [2180/2904] eta: 0:09:06 lr: 0.002139 loss: 0.1846 (0.1959) loss_rec_all: 0.2109 (0.2218) loss_rec_sfr: 0.2610 (0.2886) loss_cl: -0.2783 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [18:47:20.669868] Epoch: [202] [2200/2904] eta: 0:08:51 lr: 0.002139 loss: 0.1848 (0.1960) loss_rec_all: 0.2110 (0.2218) loss_rec_sfr: 0.2631 (0.2888) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [18:47:35.586831] Epoch: [202] [2220/2904] eta: 0:08:36 lr: 0.002138 loss: 0.1846 (0.1960) loss_rec_all: 0.2111 (0.2219) loss_rec_sfr: 0.2596 (0.2887) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [18:47:50.499296] Epoch: [202] [2240/2904] eta: 0:08:21 lr: 0.002138 loss: 0.1881 (0.1961) loss_rec_all: 0.2140 (0.2220) loss_rec_sfr: 0.2639 (0.2890) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [18:48:05.414120] Epoch: [202] [2260/2904] eta: 0:08:06 lr: 0.002138 loss: 0.1852 (0.1961) loss_rec_all: 0.2110 (0.2219) loss_rec_sfr: 0.2355 (0.2889) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [18:48:20.333805] Epoch: [202] [2280/2904] eta: 0:07:51 lr: 0.002138 loss: 0.1851 (0.1960) loss_rec_all: 0.2116 (0.2219) loss_rec_sfr: 0.2625 (0.2886) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [18:48:35.252119] Epoch: [202] [2300/2904] eta: 0:07:35 lr: 0.002138 loss: 0.1838 (0.1960) loss_rec_all: 0.2096 (0.2218) loss_rec_sfr: 0.2731 (0.2885) loss_cl: -0.2783 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [18:48:50.171313] Epoch: [202] [2320/2904] eta: 0:07:20 lr: 0.002138 loss: 0.1864 (0.1960) loss_rec_all: 0.2129 (0.2219) loss_rec_sfr: 0.2776 (0.2887) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [18:49:05.087710] Epoch: [202] [2340/2904] eta: 0:07:05 lr: 0.002138 loss: 0.1855 (0.1960) loss_rec_all: 0.2116 (0.2219) loss_rec_sfr: 0.2761 (0.2887) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [18:49:19.998442] Epoch: [202] [2360/2904] eta: 0:06:50 lr: 0.002138 loss: 0.1853 (0.1961) loss_rec_all: 0.2115 (0.2219) loss_rec_sfr: 0.2740 (0.2889) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [18:49:34.911093] Epoch: [202] [2380/2904] eta: 0:06:35 lr: 0.002138 loss: 0.1828 (0.1960) loss_rec_all: 0.2090 (0.2219) loss_rec_sfr: 0.2691 (0.2889) loss_cl: -0.2778 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [18:49:49.825057] Epoch: [202] [2400/2904] eta: 0:06:20 lr: 0.002138 loss: 0.1905 (0.1961) loss_rec_all: 0.2162 (0.2219) loss_rec_sfr: 0.2745 (0.2890) loss_cl: -0.2784 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [18:50:04.737723] Epoch: [202] [2420/2904] eta: 0:06:05 lr: 0.002138 loss: 0.1829 (0.1960) loss_rec_all: 0.2086 (0.2219) loss_rec_sfr: 0.2654 (0.2889) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [18:50:19.657348] Epoch: [202] [2440/2904] eta: 0:05:49 lr: 0.002138 loss: 0.1877 (0.1961) loss_rec_all: 0.2135 (0.2219) loss_rec_sfr: 0.2751 (0.2891) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [18:50:34.574735] Epoch: [202] [2460/2904] eta: 0:05:34 lr: 0.002138 loss: 0.1825 (0.1960) loss_rec_all: 0.2086 (0.2219) loss_rec_sfr: 0.2688 (0.2889) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [18:50:49.493119] Epoch: [202] [2480/2904] eta: 0:05:19 lr: 0.002138 loss: 0.1892 (0.1960) loss_rec_all: 0.2151 (0.2219) loss_rec_sfr: 0.2672 (0.2890) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [18:51:04.405335] Epoch: [202] [2500/2904] eta: 0:05:04 lr: 0.002138 loss: 0.1845 (0.1960) loss_rec_all: 0.2102 (0.2218) loss_rec_sfr: 0.2685 (0.2888) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [18:51:19.317056] Epoch: [202] [2520/2904] eta: 0:04:49 lr: 0.002138 loss: 0.1881 (0.1960) loss_rec_all: 0.2140 (0.2218) loss_rec_sfr: 0.2714 (0.2887) loss_cl: -0.2793 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [18:51:34.232382] Epoch: [202] [2540/2904] eta: 0:04:34 lr: 0.002138 loss: 0.1884 (0.1959) loss_rec_all: 0.2143 (0.2218) loss_rec_sfr: 0.2774 (0.2887) loss_cl: -0.2794 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [18:51:49.146166] Epoch: [202] [2560/2904] eta: 0:04:19 lr: 0.002138 loss: 0.1840 (0.1959) loss_rec_all: 0.2098 (0.2218) loss_rec_sfr: 0.2681 (0.2885) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [18:52:04.056318] Epoch: [202] [2580/2904] eta: 0:04:04 lr: 0.002138 loss: 0.1833 (0.1958) loss_rec_all: 0.2092 (0.2217) loss_rec_sfr: 0.2648 (0.2883) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [18:52:18.977246] Epoch: [202] [2600/2904] eta: 0:03:49 lr: 0.002138 loss: 0.1873 (0.1958) loss_rec_all: 0.2133 (0.2217) loss_rec_sfr: 0.2797 (0.2884) loss_cl: -0.2793 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [18:52:33.893300] Epoch: [202] [2620/2904] eta: 0:03:34 lr: 0.002138 loss: 0.1875 (0.1958) loss_rec_all: 0.2137 (0.2217) loss_rec_sfr: 0.2653 (0.2884) loss_cl: -0.2801 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [18:52:48.817546] Epoch: [202] [2640/2904] eta: 0:03:18 lr: 0.002138 loss: 0.1874 (0.1958) loss_rec_all: 0.2131 (0.2217) loss_rec_sfr: 0.2683 (0.2884) loss_cl: -0.2790 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [18:53:03.747961] Epoch: [202] [2660/2904] eta: 0:03:03 lr: 0.002138 loss: 0.1852 (0.1958) loss_rec_all: 0.2110 (0.2217) loss_rec_sfr: 0.2364 (0.2883) loss_cl: -0.2784 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [18:53:18.672109] Epoch: [202] [2680/2904] eta: 0:02:48 lr: 0.002138 loss: 0.1845 (0.1958) loss_rec_all: 0.2108 (0.2217) loss_rec_sfr: 0.2819 (0.2885) loss_cl: -0.2778 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [18:53:33.591253] Epoch: [202] [2700/2904] eta: 0:02:33 lr: 0.002138 loss: 0.1869 (0.1958) loss_rec_all: 0.2129 (0.2217) loss_rec_sfr: 0.2700 (0.2884) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [18:53:48.505250] Epoch: [202] [2720/2904] eta: 0:02:18 lr: 0.002138 loss: 0.1909 (0.1958) loss_rec_all: 0.2172 (0.2217) loss_rec_sfr: 0.2623 (0.2883) loss_cl: -0.2795 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [18:54:03.425018] Epoch: [202] [2740/2904] eta: 0:02:03 lr: 0.002138 loss: 0.1831 (0.1958) loss_rec_all: 0.2099 (0.2216) loss_rec_sfr: 0.2327 (0.2882) loss_cl: -0.2796 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [18:54:18.341488] Epoch: [202] [2760/2904] eta: 0:01:48 lr: 0.002138 loss: 0.1877 (0.1957) loss_rec_all: 0.2136 (0.2216) loss_rec_sfr: 0.2663 (0.2881) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [18:54:33.256865] Epoch: [202] [2780/2904] eta: 0:01:33 lr: 0.002138 loss: 0.1874 (0.1957) loss_rec_all: 0.2135 (0.2216) loss_rec_sfr: 0.2657 (0.2879) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [18:54:48.170190] Epoch: [202] [2800/2904] eta: 0:01:18 lr: 0.002138 loss: 0.1874 (0.1957) loss_rec_all: 0.2132 (0.2216) loss_rec_sfr: 0.2693 (0.2879) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [18:55:03.089715] Epoch: [202] [2820/2904] eta: 0:01:03 lr: 0.002138 loss: 0.1864 (0.1958) loss_rec_all: 0.2122 (0.2216) loss_rec_sfr: 0.2769 (0.2880) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [18:55:18.093198] Epoch: [202] [2840/2904] eta: 0:00:48 lr: 0.002138 loss: 0.1871 (0.1958) loss_rec_all: 0.2131 (0.2217) loss_rec_sfr: 0.2840 (0.2883) loss_cl: -0.2783 (-0.2788) time: 0.7501 data: 0.0028 max mem: 29860 [18:55:32.991472] Epoch: [202] [2860/2904] eta: 0:00:33 lr: 0.002138 loss: 0.1899 (0.1959) loss_rec_all: 0.2160 (0.2217) loss_rec_sfr: 0.2702 (0.2883) loss_cl: -0.2785 (-0.2788) time: 0.7449 data: 0.0001 max mem: 29860 [18:55:47.891688] Epoch: [202] [2880/2904] eta: 0:00:18 lr: 0.002138 loss: 0.1885 (0.1959) loss_rec_all: 0.2149 (0.2217) loss_rec_sfr: 0.2634 (0.2884) loss_cl: -0.2797 (-0.2788) time: 0.7450 data: 0.0001 max mem: 29860 [18:56:02.793820] Epoch: [202] [2900/2904] eta: 0:00:03 lr: 0.002138 loss: 0.1813 (0.1958) loss_rec_all: 0.2077 (0.2217) loss_rec_sfr: 0.2472 (0.2882) loss_cl: -0.2792 (-0.2788) time: 0.7451 data: 0.0001 max mem: 29860 [18:56:05.036686] Epoch: [202] [2903/2904] eta: 0:00:00 lr: 0.002138 loss: 0.1813 (0.1958) loss_rec_all: 0.2077 (0.2217) loss_rec_sfr: 0.2449 (0.2882) loss_cl: -0.2788 (-0.2788) time: 0.7451 data: 0.0001 max mem: 29860 [18:56:07.368790] Epoch: [202] Total time: 0:36:29 (0.7538 s / it) [18:56:07.372122] Averaged stats: lr: 0.002138 loss: 0.1813 (0.1980) loss_rec_all: 0.2077 (0.2215) loss_rec_sfr: 0.2449 (0.2879) loss_cl: -0.2788 (-0.2555) [18:56:07.377489] log_dir: ./checkpoint/VF2_ViT-B [18:56:26.090983] Epoch: [203] [ 0/2904] eta: 15:05:39 lr: 0.002138 loss: 0.1815 (0.1815) loss_rec_all: 0.2077 (0.2077) loss_rec_sfr: 0.2275 (0.2275) loss_cl: -0.2776 (-0.2776) time: 18.7120 data: 17.2999 max mem: 29860 [18:56:43.157124] Epoch: [203] [ 20/2904] eta: 1:21:53 lr: 0.002138 loss: 0.1847 (0.1950) loss_rec_all: 0.2106 (0.2208) loss_rec_sfr: 0.2742 (0.2945) loss_cl: -0.2786 (-0.2785) time: 0.8533 data: 0.0510 max mem: 29860 [18:56:58.045722] Epoch: [203] [ 40/2904] eta: 0:58:59 lr: 0.002138 loss: 0.1807 (0.1911) loss_rec_all: 0.2075 (0.2170) loss_rec_sfr: 0.2711 (0.2868) loss_cl: -0.2794 (-0.2789) time: 0.7444 data: 0.0002 max mem: 29860 [18:57:12.937751] Epoch: [203] [ 60/2904] eta: 0:50:56 lr: 0.002138 loss: 0.1846 (0.1906) loss_rec_all: 0.2106 (0.2165) loss_rec_sfr: 0.2322 (0.2772) loss_cl: -0.2795 (-0.2791) time: 0.7445 data: 0.0002 max mem: 29860 [18:57:27.848448] Epoch: [203] [ 80/2904] eta: 0:46:45 lr: 0.002138 loss: 0.1887 (0.1938) loss_rec_all: 0.2148 (0.2197) loss_rec_sfr: 0.2823 (0.2876) loss_cl: -0.2787 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [18:57:42.769783] Epoch: [203] [ 100/2904] eta: 0:44:08 lr: 0.002138 loss: 0.1842 (0.1957) loss_rec_all: 0.2104 (0.2216) loss_rec_sfr: 0.2681 (0.2936) loss_cl: -0.2782 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [18:57:57.714061] Epoch: [203] [ 120/2904] eta: 0:42:18 lr: 0.002138 loss: 0.1864 (0.1962) loss_rec_all: 0.2126 (0.2220) loss_rec_sfr: 0.2738 (0.2954) loss_cl: -0.2781 (-0.2787) time: 0.7472 data: 0.0002 max mem: 29860 [18:58:12.651247] Epoch: [203] [ 140/2904] eta: 0:40:55 lr: 0.002138 loss: 0.1852 (0.1956) loss_rec_all: 0.2112 (0.2215) loss_rec_sfr: 0.2730 (0.2932) loss_cl: -0.2789 (-0.2787) time: 0.7468 data: 0.0003 max mem: 29860 [18:58:27.587014] Epoch: [203] [ 160/2904] eta: 0:39:49 lr: 0.002138 loss: 0.1841 (0.1949) loss_rec_all: 0.2101 (0.2208) loss_rec_sfr: 0.2676 (0.2909) loss_cl: -0.2794 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [18:58:42.563732] Epoch: [203] [ 180/2904] eta: 0:38:55 lr: 0.002138 loss: 0.1836 (0.1950) loss_rec_all: 0.2097 (0.2209) loss_rec_sfr: 0.2626 (0.2907) loss_cl: -0.2794 (-0.2789) time: 0.7488 data: 0.0002 max mem: 29860 [18:58:57.517649] Epoch: [203] [ 200/2904] eta: 0:38:08 lr: 0.002138 loss: 0.1858 (0.1955) loss_rec_all: 0.2123 (0.2213) loss_rec_sfr: 0.2645 (0.2912) loss_cl: -0.2789 (-0.2789) time: 0.7476 data: 0.0002 max mem: 29860 [18:59:12.638728] Epoch: [203] [ 220/2904] eta: 0:37:29 lr: 0.002138 loss: 0.1815 (0.1943) loss_rec_all: 0.2074 (0.2201) loss_rec_sfr: 0.2722 (0.2889) loss_cl: -0.2788 (-0.2789) time: 0.7560 data: 0.0002 max mem: 29860 [18:59:27.579595] Epoch: [203] [ 240/2904] eta: 0:36:52 lr: 0.002137 loss: 0.1847 (0.1944) loss_rec_all: 0.2105 (0.2203) loss_rec_sfr: 0.2765 (0.2896) loss_cl: -0.2783 (-0.2788) time: 0.7470 data: 0.0002 max mem: 29860 [18:59:42.497930] Epoch: [203] [ 260/2904] eta: 0:36:19 lr: 0.002137 loss: 0.1825 (0.1945) loss_rec_all: 0.2089 (0.2204) loss_rec_sfr: 0.2697 (0.2897) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [18:59:57.418246] Epoch: [203] [ 280/2904] eta: 0:35:47 lr: 0.002137 loss: 0.1854 (0.1947) loss_rec_all: 0.2119 (0.2206) loss_rec_sfr: 0.2718 (0.2899) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [19:00:12.345694] Epoch: [203] [ 300/2904] eta: 0:35:19 lr: 0.002137 loss: 0.1847 (0.1950) loss_rec_all: 0.2108 (0.2209) loss_rec_sfr: 0.2621 (0.2903) loss_cl: -0.2781 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [19:00:27.273069] Epoch: [203] [ 320/2904] eta: 0:34:51 lr: 0.002137 loss: 0.1867 (0.1954) loss_rec_all: 0.2125 (0.2212) loss_rec_sfr: 0.2710 (0.2912) loss_cl: -0.2786 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [19:00:42.195663] Epoch: [203] [ 340/2904] eta: 0:34:26 lr: 0.002137 loss: 0.1819 (0.1948) loss_rec_all: 0.2079 (0.2207) loss_rec_sfr: 0.2647 (0.2893) loss_cl: -0.2787 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [19:00:57.121470] Epoch: [203] [ 360/2904] eta: 0:34:01 lr: 0.002137 loss: 0.1872 (0.1951) loss_rec_all: 0.2134 (0.2210) loss_rec_sfr: 0.2710 (0.2904) loss_cl: -0.2785 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [19:01:12.054117] Epoch: [203] [ 380/2904] eta: 0:33:38 lr: 0.002137 loss: 0.1880 (0.1953) loss_rec_all: 0.2140 (0.2212) loss_rec_sfr: 0.2798 (0.2909) loss_cl: -0.2783 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [19:01:26.971687] Epoch: [203] [ 400/2904] eta: 0:33:15 lr: 0.002137 loss: 0.1846 (0.1953) loss_rec_all: 0.2107 (0.2211) loss_rec_sfr: 0.2672 (0.2904) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [19:01:41.880222] Epoch: [203] [ 420/2904] eta: 0:32:53 lr: 0.002137 loss: 0.1830 (0.1951) loss_rec_all: 0.2094 (0.2209) loss_rec_sfr: 0.2721 (0.2899) loss_cl: -0.2791 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [19:01:56.786754] Epoch: [203] [ 440/2904] eta: 0:32:32 lr: 0.002137 loss: 0.1853 (0.1948) loss_rec_all: 0.2111 (0.2206) loss_rec_sfr: 0.2652 (0.2889) loss_cl: -0.2799 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [19:02:11.698821] Epoch: [203] [ 460/2904] eta: 0:32:11 lr: 0.002137 loss: 0.1835 (0.1946) loss_rec_all: 0.2095 (0.2205) loss_rec_sfr: 0.2817 (0.2889) loss_cl: -0.2794 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [19:02:26.610019] Epoch: [203] [ 480/2904] eta: 0:31:51 lr: 0.002137 loss: 0.1805 (0.1944) loss_rec_all: 0.2065 (0.2203) loss_rec_sfr: 0.2632 (0.2884) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0004 max mem: 29860 [19:02:41.515679] Epoch: [203] [ 500/2904] eta: 0:31:31 lr: 0.002137 loss: 0.1841 (0.1943) loss_rec_all: 0.2099 (0.2202) loss_rec_sfr: 0.2646 (0.2880) loss_cl: -0.2780 (-0.2788) time: 0.7452 data: 0.0005 max mem: 29860 [19:02:56.426284] Epoch: [203] [ 520/2904] eta: 0:31:11 lr: 0.002137 loss: 0.1827 (0.1943) loss_rec_all: 0.2090 (0.2201) loss_rec_sfr: 0.2673 (0.2877) loss_cl: -0.2791 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [19:03:11.330334] Epoch: [203] [ 540/2904] eta: 0:30:52 lr: 0.002137 loss: 0.1846 (0.1943) loss_rec_all: 0.2105 (0.2202) loss_rec_sfr: 0.2757 (0.2880) loss_cl: -0.2794 (-0.2788) time: 0.7452 data: 0.0003 max mem: 29860 [19:03:26.224912] Epoch: [203] [ 560/2904] eta: 0:30:33 lr: 0.002137 loss: 0.1872 (0.1941) loss_rec_all: 0.2132 (0.2200) loss_rec_sfr: 0.2680 (0.2870) loss_cl: -0.2786 (-0.2788) time: 0.7447 data: 0.0003 max mem: 29860 [19:03:41.114527] Epoch: [203] [ 580/2904] eta: 0:30:14 lr: 0.002137 loss: 0.1830 (0.1941) loss_rec_all: 0.2090 (0.2200) loss_rec_sfr: 0.2736 (0.2870) loss_cl: -0.2787 (-0.2788) time: 0.7444 data: 0.0003 max mem: 29860 [19:03:56.004832] Epoch: [203] [ 600/2904] eta: 0:29:56 lr: 0.002137 loss: 0.1832 (0.1943) loss_rec_all: 0.2092 (0.2201) loss_rec_sfr: 0.2726 (0.2876) loss_cl: -0.2785 (-0.2788) time: 0.7445 data: 0.0003 max mem: 29860 [19:04:10.909790] Epoch: [203] [ 620/2904] eta: 0:29:38 lr: 0.002137 loss: 0.1868 (0.1943) loss_rec_all: 0.2128 (0.2202) loss_rec_sfr: 0.2667 (0.2878) loss_cl: -0.2788 (-0.2788) time: 0.7452 data: 0.0003 max mem: 29860 [19:04:25.813209] Epoch: [203] [ 640/2904] eta: 0:29:20 lr: 0.002137 loss: 0.1853 (0.1946) loss_rec_all: 0.2115 (0.2205) loss_rec_sfr: 0.2641 (0.2883) loss_cl: -0.2794 (-0.2788) time: 0.7451 data: 0.0003 max mem: 29860 [19:04:40.706370] Epoch: [203] [ 660/2904] eta: 0:29:02 lr: 0.002137 loss: 0.1853 (0.1946) loss_rec_all: 0.2117 (0.2205) loss_rec_sfr: 0.2694 (0.2881) loss_cl: -0.2788 (-0.2788) time: 0.7446 data: 0.0003 max mem: 29860 [19:04:55.605980] Epoch: [203] [ 680/2904] eta: 0:28:44 lr: 0.002137 loss: 0.1865 (0.1945) loss_rec_all: 0.2130 (0.2204) loss_rec_sfr: 0.2675 (0.2876) loss_cl: -0.2794 (-0.2788) time: 0.7449 data: 0.0003 max mem: 29860 [19:05:10.502876] Epoch: [203] [ 700/2904] eta: 0:28:27 lr: 0.002137 loss: 0.1880 (0.1946) loss_rec_all: 0.2140 (0.2205) loss_rec_sfr: 0.2694 (0.2879) loss_cl: -0.2786 (-0.2788) time: 0.7448 data: 0.0003 max mem: 29860 [19:05:25.400871] Epoch: [203] [ 720/2904] eta: 0:28:10 lr: 0.002137 loss: 0.1836 (0.1947) loss_rec_all: 0.2095 (0.2205) loss_rec_sfr: 0.2765 (0.2880) loss_cl: -0.2790 (-0.2788) time: 0.7449 data: 0.0003 max mem: 29860 [19:05:40.302948] Epoch: [203] [ 740/2904] eta: 0:27:53 lr: 0.002137 loss: 0.1843 (0.1947) loss_rec_all: 0.2103 (0.2206) loss_rec_sfr: 0.2623 (0.2879) loss_cl: -0.2784 (-0.2788) time: 0.7451 data: 0.0003 max mem: 29860 [19:05:55.217064] Epoch: [203] [ 760/2904] eta: 0:27:36 lr: 0.002137 loss: 0.1874 (0.1949) loss_rec_all: 0.2136 (0.2208) loss_rec_sfr: 0.2725 (0.2883) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [19:06:10.111626] Epoch: [203] [ 780/2904] eta: 0:27:19 lr: 0.002137 loss: 0.1845 (0.1949) loss_rec_all: 0.2110 (0.2208) loss_rec_sfr: 0.2702 (0.2880) loss_cl: -0.2788 (-0.2788) time: 0.7447 data: 0.0002 max mem: 29860 [19:06:25.013999] Epoch: [203] [ 800/2904] eta: 0:27:02 lr: 0.002137 loss: 0.1835 (0.1948) loss_rec_all: 0.2093 (0.2207) loss_rec_sfr: 0.2612 (0.2877) loss_cl: -0.2779 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [19:06:39.909466] Epoch: [203] [ 820/2904] eta: 0:26:45 lr: 0.002137 loss: 0.1871 (0.1949) loss_rec_all: 0.2129 (0.2207) loss_rec_sfr: 0.2721 (0.2879) loss_cl: -0.2796 (-0.2788) time: 0.7447 data: 0.0002 max mem: 29860 [19:06:54.822838] Epoch: [203] [ 840/2904] eta: 0:26:28 lr: 0.002137 loss: 0.1911 (0.1951) loss_rec_all: 0.2173 (0.2209) loss_rec_sfr: 0.2684 (0.2883) loss_cl: -0.2801 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [19:07:09.733574] Epoch: [203] [ 860/2904] eta: 0:26:12 lr: 0.002137 loss: 0.1853 (0.1950) loss_rec_all: 0.2117 (0.2209) loss_rec_sfr: 0.2641 (0.2881) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [19:07:24.649470] Epoch: [203] [ 880/2904] eta: 0:25:55 lr: 0.002137 loss: 0.1864 (0.1951) loss_rec_all: 0.2123 (0.2209) loss_rec_sfr: 0.2758 (0.2884) loss_cl: -0.2781 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [19:07:39.557483] Epoch: [203] [ 900/2904] eta: 0:25:39 lr: 0.002137 loss: 0.1837 (0.1950) loss_rec_all: 0.2098 (0.2208) loss_rec_sfr: 0.2723 (0.2883) loss_cl: -0.2777 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [19:07:54.466498] Epoch: [203] [ 920/2904] eta: 0:25:23 lr: 0.002137 loss: 0.1845 (0.1950) loss_rec_all: 0.2107 (0.2209) loss_rec_sfr: 0.2668 (0.2883) loss_cl: -0.2792 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [19:08:09.368910] Epoch: [203] [ 940/2904] eta: 0:25:06 lr: 0.002137 loss: 0.1854 (0.1951) loss_rec_all: 0.2119 (0.2209) loss_rec_sfr: 0.2351 (0.2882) loss_cl: -0.2790 (-0.2788) time: 0.7451 data: 0.0003 max mem: 29860 [19:08:24.274033] Epoch: [203] [ 960/2904] eta: 0:24:50 lr: 0.002137 loss: 0.1823 (0.1950) loss_rec_all: 0.2083 (0.2209) loss_rec_sfr: 0.2653 (0.2880) loss_cl: -0.2789 (-0.2788) time: 0.7452 data: 0.0003 max mem: 29860 [19:08:39.177377] Epoch: [203] [ 980/2904] eta: 0:24:34 lr: 0.002137 loss: 0.1816 (0.1951) loss_rec_all: 0.2075 (0.2209) loss_rec_sfr: 0.2791 (0.2883) loss_cl: -0.2785 (-0.2788) time: 0.7451 data: 0.0003 max mem: 29860 [19:08:54.084816] Epoch: [203] [1000/2904] eta: 0:24:18 lr: 0.002137 loss: 0.1834 (0.1951) loss_rec_all: 0.2093 (0.2210) loss_rec_sfr: 0.2714 (0.2886) loss_cl: -0.2779 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [19:09:09.002362] Epoch: [203] [1020/2904] eta: 0:24:02 lr: 0.002137 loss: 0.1821 (0.1950) loss_rec_all: 0.2079 (0.2209) loss_rec_sfr: 0.2750 (0.2886) loss_cl: -0.2780 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [19:09:23.912101] Epoch: [203] [1040/2904] eta: 0:23:46 lr: 0.002137 loss: 0.1860 (0.1950) loss_rec_all: 0.2119 (0.2209) loss_rec_sfr: 0.2681 (0.2885) loss_cl: -0.2785 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [19:09:38.831452] Epoch: [203] [1060/2904] eta: 0:23:30 lr: 0.002137 loss: 0.1869 (0.1952) loss_rec_all: 0.2126 (0.2211) loss_rec_sfr: 0.2859 (0.2890) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [19:09:53.744847] Epoch: [203] [1080/2904] eta: 0:23:14 lr: 0.002137 loss: 0.1828 (0.1951) loss_rec_all: 0.2092 (0.2210) loss_rec_sfr: 0.2279 (0.2887) loss_cl: -0.2797 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [19:10:08.655552] Epoch: [203] [1100/2904] eta: 0:22:58 lr: 0.002137 loss: 0.1863 (0.1951) loss_rec_all: 0.2120 (0.2210) loss_rec_sfr: 0.2783 (0.2886) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [19:10:23.570656] Epoch: [203] [1120/2904] eta: 0:22:42 lr: 0.002137 loss: 0.1871 (0.1952) loss_rec_all: 0.2129 (0.2211) loss_rec_sfr: 0.2640 (0.2890) loss_cl: -0.2784 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [19:10:38.487352] Epoch: [203] [1140/2904] eta: 0:22:26 lr: 0.002137 loss: 0.1857 (0.1952) loss_rec_all: 0.2122 (0.2210) loss_rec_sfr: 0.2760 (0.2889) loss_cl: -0.2793 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [19:10:53.396222] Epoch: [203] [1160/2904] eta: 0:22:10 lr: 0.002137 loss: 0.1833 (0.1951) loss_rec_all: 0.2094 (0.2210) loss_rec_sfr: 0.2571 (0.2886) loss_cl: -0.2797 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [19:11:08.302606] Epoch: [203] [1180/2904] eta: 0:21:55 lr: 0.002136 loss: 0.1892 (0.1952) loss_rec_all: 0.2151 (0.2211) loss_rec_sfr: 0.2710 (0.2890) loss_cl: -0.2784 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [19:11:23.209259] Epoch: [203] [1200/2904] eta: 0:21:39 lr: 0.002136 loss: 0.1871 (0.1953) loss_rec_all: 0.2134 (0.2211) loss_rec_sfr: 0.2415 (0.2890) loss_cl: -0.2782 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [19:11:38.112860] Epoch: [203] [1220/2904] eta: 0:21:23 lr: 0.002136 loss: 0.1886 (0.1952) loss_rec_all: 0.2146 (0.2211) loss_rec_sfr: 0.2623 (0.2887) loss_cl: -0.2797 (-0.2788) time: 0.7451 data: 0.0003 max mem: 29860 [19:11:53.021488] Epoch: [203] [1240/2904] eta: 0:21:07 lr: 0.002136 loss: 0.1834 (0.1952) loss_rec_all: 0.2097 (0.2211) loss_rec_sfr: 0.2799 (0.2887) loss_cl: -0.2792 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [19:12:07.934479] Epoch: [203] [1260/2904] eta: 0:20:52 lr: 0.002136 loss: 0.1879 (0.1953) loss_rec_all: 0.2143 (0.2211) loss_rec_sfr: 0.2645 (0.2887) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [19:12:22.849590] Epoch: [203] [1280/2904] eta: 0:20:36 lr: 0.002136 loss: 0.1857 (0.1951) loss_rec_all: 0.2116 (0.2210) loss_rec_sfr: 0.2808 (0.2884) loss_cl: -0.2784 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [19:12:37.763462] Epoch: [203] [1300/2904] eta: 0:20:20 lr: 0.002136 loss: 0.1804 (0.1950) loss_rec_all: 0.2070 (0.2209) loss_rec_sfr: 0.2549 (0.2881) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [19:12:52.672711] Epoch: [203] [1320/2904] eta: 0:20:05 lr: 0.002136 loss: 0.1821 (0.1950) loss_rec_all: 0.2085 (0.2209) loss_rec_sfr: 0.2432 (0.2878) loss_cl: -0.2796 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [19:13:07.583291] Epoch: [203] [1340/2904] eta: 0:19:49 lr: 0.002136 loss: 0.1857 (0.1950) loss_rec_all: 0.2121 (0.2209) loss_rec_sfr: 0.2419 (0.2878) loss_cl: -0.2795 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [19:13:22.494611] Epoch: [203] [1360/2904] eta: 0:19:34 lr: 0.002136 loss: 0.1833 (0.1949) loss_rec_all: 0.2094 (0.2208) loss_rec_sfr: 0.2641 (0.2875) loss_cl: -0.2795 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [19:13:37.412623] Epoch: [203] [1380/2904] eta: 0:19:18 lr: 0.002136 loss: 0.1870 (0.1949) loss_rec_all: 0.2129 (0.2207) loss_rec_sfr: 0.2649 (0.2873) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [19:13:52.320875] Epoch: [203] [1400/2904] eta: 0:19:03 lr: 0.002136 loss: 0.1877 (0.1948) loss_rec_all: 0.2136 (0.2207) loss_rec_sfr: 0.2770 (0.2871) loss_cl: -0.2789 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [19:14:07.233553] Epoch: [203] [1420/2904] eta: 0:18:47 lr: 0.002136 loss: 0.1899 (0.1949) loss_rec_all: 0.2162 (0.2207) loss_rec_sfr: 0.2712 (0.2870) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [19:14:22.154897] Epoch: [203] [1440/2904] eta: 0:18:32 lr: 0.002136 loss: 0.1829 (0.1948) loss_rec_all: 0.2095 (0.2207) loss_rec_sfr: 0.2688 (0.2869) loss_cl: -0.2782 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [19:14:37.061611] Epoch: [203] [1460/2904] eta: 0:18:16 lr: 0.002136 loss: 0.1815 (0.1947) loss_rec_all: 0.2080 (0.2206) loss_rec_sfr: 0.2652 (0.2865) loss_cl: -0.2794 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [19:14:51.984297] Epoch: [203] [1480/2904] eta: 0:18:01 lr: 0.002136 loss: 0.1852 (0.1947) loss_rec_all: 0.2112 (0.2206) loss_rec_sfr: 0.2580 (0.2865) loss_cl: -0.2800 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [19:15:06.891838] Epoch: [203] [1500/2904] eta: 0:17:45 lr: 0.002136 loss: 0.1964 (0.1950) loss_rec_all: 0.2226 (0.2209) loss_rec_sfr: 0.2763 (0.2873) loss_cl: -0.2784 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [19:15:21.798346] Epoch: [203] [1520/2904] eta: 0:17:30 lr: 0.002136 loss: 0.1905 (0.1951) loss_rec_all: 0.2165 (0.2210) loss_rec_sfr: 0.2746 (0.2876) loss_cl: -0.2772 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [19:15:36.703463] Epoch: [203] [1540/2904] eta: 0:17:14 lr: 0.002136 loss: 0.1878 (0.1951) loss_rec_all: 0.2137 (0.2210) loss_rec_sfr: 0.2726 (0.2877) loss_cl: -0.2779 (-0.2788) time: 0.7452 data: 0.0003 max mem: 29860 [19:15:51.613337] Epoch: [203] [1560/2904] eta: 0:16:59 lr: 0.002136 loss: 0.1843 (0.1951) loss_rec_all: 0.2103 (0.2209) loss_rec_sfr: 0.2645 (0.2875) loss_cl: -0.2794 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [19:16:06.521400] Epoch: [203] [1580/2904] eta: 0:16:44 lr: 0.002136 loss: 0.1886 (0.1950) loss_rec_all: 0.2150 (0.2209) loss_rec_sfr: 0.2636 (0.2874) loss_cl: -0.2808 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [19:16:21.429489] Epoch: [203] [1600/2904] eta: 0:16:28 lr: 0.002136 loss: 0.1854 (0.1950) loss_rec_all: 0.2115 (0.2208) loss_rec_sfr: 0.2668 (0.2870) loss_cl: -0.2784 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [19:16:36.342326] Epoch: [203] [1620/2904] eta: 0:16:13 lr: 0.002136 loss: 0.1882 (0.1951) loss_rec_all: 0.2143 (0.2209) loss_rec_sfr: 0.2753 (0.2874) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [19:16:51.252152] Epoch: [203] [1640/2904] eta: 0:15:58 lr: 0.002136 loss: 0.2014 (0.1954) loss_rec_all: 0.2275 (0.2212) loss_rec_sfr: 0.2930 (0.2883) loss_cl: -0.2785 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [19:17:06.158461] Epoch: [203] [1660/2904] eta: 0:15:42 lr: 0.002136 loss: 0.1851 (0.1954) loss_rec_all: 0.2107 (0.2213) loss_rec_sfr: 0.2612 (0.2883) loss_cl: -0.2783 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [19:17:21.074704] Epoch: [203] [1680/2904] eta: 0:15:27 lr: 0.002136 loss: 0.1846 (0.1953) loss_rec_all: 0.2105 (0.2212) loss_rec_sfr: 0.2684 (0.2881) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [19:17:35.982801] Epoch: [203] [1700/2904] eta: 0:15:12 lr: 0.002136 loss: 0.1854 (0.1953) loss_rec_all: 0.2116 (0.2212) loss_rec_sfr: 0.2637 (0.2882) loss_cl: -0.2800 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [19:17:50.893678] Epoch: [203] [1720/2904] eta: 0:14:56 lr: 0.002136 loss: 0.1816 (0.1953) loss_rec_all: 0.2081 (0.2212) loss_rec_sfr: 0.2767 (0.2882) loss_cl: -0.2780 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [19:18:05.803366] Epoch: [203] [1740/2904] eta: 0:14:41 lr: 0.002136 loss: 0.1859 (0.1953) loss_rec_all: 0.2119 (0.2212) loss_rec_sfr: 0.2624 (0.2880) loss_cl: -0.2768 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [19:18:20.713504] Epoch: [203] [1760/2904] eta: 0:14:26 lr: 0.002136 loss: 0.1827 (0.1952) loss_rec_all: 0.2087 (0.2211) loss_rec_sfr: 0.2649 (0.2878) loss_cl: -0.2784 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [19:18:35.625805] Epoch: [203] [1780/2904] eta: 0:14:10 lr: 0.002136 loss: 0.1933 (0.1953) loss_rec_all: 0.2193 (0.2211) loss_rec_sfr: 0.2710 (0.2878) loss_cl: -0.2798 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [19:18:50.531688] Epoch: [203] [1800/2904] eta: 0:13:55 lr: 0.002136 loss: 0.1908 (0.1953) loss_rec_all: 0.2167 (0.2212) loss_rec_sfr: 0.2761 (0.2879) loss_cl: -0.2799 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [19:19:05.435590] Epoch: [203] [1820/2904] eta: 0:13:40 lr: 0.002136 loss: 0.1876 (0.1953) loss_rec_all: 0.2133 (0.2212) loss_rec_sfr: 0.2655 (0.2879) loss_cl: -0.2783 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [19:19:20.344095] Epoch: [203] [1840/2904] eta: 0:13:25 lr: 0.002136 loss: 0.1883 (0.1954) loss_rec_all: 0.2139 (0.2213) loss_rec_sfr: 0.2850 (0.2885) loss_cl: -0.2778 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [19:19:35.245088] Epoch: [203] [1860/2904] eta: 0:13:09 lr: 0.002136 loss: 0.1899 (0.1955) loss_rec_all: 0.2156 (0.2214) loss_rec_sfr: 0.2788 (0.2887) loss_cl: -0.2781 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [19:19:50.151981] Epoch: [203] [1880/2904] eta: 0:12:54 lr: 0.002136 loss: 0.1880 (0.1955) loss_rec_all: 0.2138 (0.2213) loss_rec_sfr: 0.2708 (0.2885) loss_cl: -0.2790 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [19:20:05.063692] Epoch: [203] [1900/2904] eta: 0:12:39 lr: 0.002136 loss: 0.1854 (0.1955) loss_rec_all: 0.2112 (0.2213) loss_rec_sfr: 0.2699 (0.2885) loss_cl: -0.2797 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [19:20:19.981112] Epoch: [203] [1920/2904] eta: 0:12:24 lr: 0.002136 loss: 0.1915 (0.1956) loss_rec_all: 0.2178 (0.2214) loss_rec_sfr: 0.2760 (0.2889) loss_cl: -0.2796 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [19:20:34.892223] Epoch: [203] [1940/2904] eta: 0:12:08 lr: 0.002136 loss: 0.1839 (0.1956) loss_rec_all: 0.2095 (0.2214) loss_rec_sfr: 0.2648 (0.2889) loss_cl: -0.2785 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [19:20:49.801343] Epoch: [203] [1960/2904] eta: 0:11:53 lr: 0.002136 loss: 0.1838 (0.1955) loss_rec_all: 0.2096 (0.2214) loss_rec_sfr: 0.2678 (0.2888) loss_cl: -0.2778 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [19:21:04.707418] Epoch: [203] [1980/2904] eta: 0:11:38 lr: 0.002136 loss: 0.1854 (0.1955) loss_rec_all: 0.2117 (0.2214) loss_rec_sfr: 0.2691 (0.2888) loss_cl: -0.2785 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [19:21:19.612540] Epoch: [203] [2000/2904] eta: 0:11:23 lr: 0.002136 loss: 0.1859 (0.1955) loss_rec_all: 0.2120 (0.2214) loss_rec_sfr: 0.2337 (0.2887) loss_cl: -0.2790 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [19:21:34.517084] Epoch: [203] [2020/2904] eta: 0:11:07 lr: 0.002136 loss: 0.1844 (0.1955) loss_rec_all: 0.2109 (0.2214) loss_rec_sfr: 0.2721 (0.2888) loss_cl: -0.2786 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [19:21:49.429564] Epoch: [203] [2040/2904] eta: 0:10:52 lr: 0.002136 loss: 0.1843 (0.1956) loss_rec_all: 0.2109 (0.2214) loss_rec_sfr: 0.2738 (0.2890) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [19:22:04.344544] Epoch: [203] [2060/2904] eta: 0:10:37 lr: 0.002136 loss: 0.1842 (0.1956) loss_rec_all: 0.2101 (0.2215) loss_rec_sfr: 0.2758 (0.2892) loss_cl: -0.2800 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [19:22:19.265167] Epoch: [203] [2080/2904] eta: 0:10:22 lr: 0.002136 loss: 0.1875 (0.1957) loss_rec_all: 0.2132 (0.2215) loss_rec_sfr: 0.2726 (0.2894) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [19:22:34.182732] Epoch: [203] [2100/2904] eta: 0:10:07 lr: 0.002136 loss: 0.1862 (0.1957) loss_rec_all: 0.2122 (0.2215) loss_rec_sfr: 0.2736 (0.2894) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [19:22:49.097393] Epoch: [203] [2120/2904] eta: 0:09:52 lr: 0.002135 loss: 0.1832 (0.1956) loss_rec_all: 0.2091 (0.2215) loss_rec_sfr: 0.2522 (0.2891) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [19:23:04.011324] Epoch: [203] [2140/2904] eta: 0:09:36 lr: 0.002135 loss: 0.1842 (0.1956) loss_rec_all: 0.2102 (0.2214) loss_rec_sfr: 0.2634 (0.2889) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [19:23:18.921163] Epoch: [203] [2160/2904] eta: 0:09:21 lr: 0.002135 loss: 0.1851 (0.1954) loss_rec_all: 0.2112 (0.2213) loss_rec_sfr: 0.2488 (0.2885) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [19:23:33.828573] Epoch: [203] [2180/2904] eta: 0:09:06 lr: 0.002135 loss: 0.1922 (0.1955) loss_rec_all: 0.2183 (0.2214) loss_rec_sfr: 0.2683 (0.2887) loss_cl: -0.2784 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [19:23:48.740315] Epoch: [203] [2200/2904] eta: 0:08:51 lr: 0.002135 loss: 0.1861 (0.1955) loss_rec_all: 0.2119 (0.2214) loss_rec_sfr: 0.2689 (0.2887) loss_cl: -0.2785 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [19:24:03.654809] Epoch: [203] [2220/2904] eta: 0:08:36 lr: 0.002135 loss: 0.1818 (0.1955) loss_rec_all: 0.2081 (0.2213) loss_rec_sfr: 0.2607 (0.2885) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [19:24:18.566386] Epoch: [203] [2240/2904] eta: 0:08:21 lr: 0.002135 loss: 0.1831 (0.1954) loss_rec_all: 0.2092 (0.2213) loss_rec_sfr: 0.2705 (0.2884) loss_cl: -0.2792 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [19:24:33.472428] Epoch: [203] [2260/2904] eta: 0:08:05 lr: 0.002135 loss: 0.1838 (0.1954) loss_rec_all: 0.2097 (0.2213) loss_rec_sfr: 0.2640 (0.2884) loss_cl: -0.2788 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [19:24:48.379078] Epoch: [203] [2280/2904] eta: 0:07:50 lr: 0.002135 loss: 0.1860 (0.1954) loss_rec_all: 0.2121 (0.2213) loss_rec_sfr: 0.2689 (0.2883) loss_cl: -0.2791 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [19:25:03.285325] Epoch: [203] [2300/2904] eta: 0:07:35 lr: 0.002135 loss: 0.1848 (0.1953) loss_rec_all: 0.2109 (0.2212) loss_rec_sfr: 0.2673 (0.2882) loss_cl: -0.2791 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [19:25:18.191449] Epoch: [203] [2320/2904] eta: 0:07:20 lr: 0.002135 loss: 0.1895 (0.1954) loss_rec_all: 0.2153 (0.2212) loss_rec_sfr: 0.2706 (0.2883) loss_cl: -0.2790 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [19:25:33.100137] Epoch: [203] [2340/2904] eta: 0:07:05 lr: 0.002135 loss: 0.1865 (0.1955) loss_rec_all: 0.2128 (0.2213) loss_rec_sfr: 0.2767 (0.2886) loss_cl: -0.2783 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [19:25:48.008291] Epoch: [203] [2360/2904] eta: 0:06:50 lr: 0.002135 loss: 0.1840 (0.1955) loss_rec_all: 0.2100 (0.2213) loss_rec_sfr: 0.2653 (0.2887) loss_cl: -0.2789 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [19:26:02.914875] Epoch: [203] [2380/2904] eta: 0:06:35 lr: 0.002135 loss: 0.1871 (0.1955) loss_rec_all: 0.2134 (0.2214) loss_rec_sfr: 0.2663 (0.2887) loss_cl: -0.2786 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [19:26:17.821726] Epoch: [203] [2400/2904] eta: 0:06:20 lr: 0.002135 loss: 0.1872 (0.1955) loss_rec_all: 0.2131 (0.2214) loss_rec_sfr: 0.2664 (0.2888) loss_cl: -0.2791 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [19:26:32.726375] Epoch: [203] [2420/2904] eta: 0:06:04 lr: 0.002135 loss: 0.1825 (0.1956) loss_rec_all: 0.2087 (0.2214) loss_rec_sfr: 0.2644 (0.2888) loss_cl: -0.2789 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [19:26:47.630186] Epoch: [203] [2440/2904] eta: 0:05:49 lr: 0.002135 loss: 0.1886 (0.1956) loss_rec_all: 0.2143 (0.2215) loss_rec_sfr: 0.2659 (0.2890) loss_cl: -0.2782 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [19:27:02.534454] Epoch: [203] [2460/2904] eta: 0:05:34 lr: 0.002135 loss: 0.1879 (0.1957) loss_rec_all: 0.2142 (0.2215) loss_rec_sfr: 0.2587 (0.2890) loss_cl: -0.2793 (-0.2788) time: 0.7451 data: 0.0003 max mem: 29860 [19:27:17.435667] Epoch: [203] [2480/2904] eta: 0:05:19 lr: 0.002135 loss: 0.1875 (0.1956) loss_rec_all: 0.2135 (0.2215) loss_rec_sfr: 0.2657 (0.2888) loss_cl: -0.2789 (-0.2788) time: 0.7450 data: 0.0003 max mem: 29860 [19:27:32.337297] Epoch: [203] [2500/2904] eta: 0:05:04 lr: 0.002135 loss: 0.1903 (0.1957) loss_rec_all: 0.2161 (0.2215) loss_rec_sfr: 0.2867 (0.2891) loss_cl: -0.2777 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [19:27:47.251202] Epoch: [203] [2520/2904] eta: 0:04:49 lr: 0.002135 loss: 0.1887 (0.1957) loss_rec_all: 0.2148 (0.2215) loss_rec_sfr: 0.2696 (0.2891) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [19:28:02.153022] Epoch: [203] [2540/2904] eta: 0:04:34 lr: 0.002135 loss: 0.1807 (0.1956) loss_rec_all: 0.2067 (0.2215) loss_rec_sfr: 0.2655 (0.2890) loss_cl: -0.2793 (-0.2788) time: 0.7450 data: 0.0003 max mem: 29860 [19:28:17.062441] Epoch: [203] [2560/2904] eta: 0:04:19 lr: 0.002135 loss: 0.1852 (0.1956) loss_rec_all: 0.2110 (0.2215) loss_rec_sfr: 0.2629 (0.2890) loss_cl: -0.2785 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [19:28:31.965173] Epoch: [203] [2580/2904] eta: 0:04:04 lr: 0.002135 loss: 0.1857 (0.1957) loss_rec_all: 0.2118 (0.2215) loss_rec_sfr: 0.2784 (0.2892) loss_cl: -0.2797 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [19:28:46.871894] Epoch: [203] [2600/2904] eta: 0:03:49 lr: 0.002135 loss: 0.1880 (0.1956) loss_rec_all: 0.2145 (0.2215) loss_rec_sfr: 0.2621 (0.2890) loss_cl: -0.2798 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [19:29:01.772524] Epoch: [203] [2620/2904] eta: 0:03:33 lr: 0.002135 loss: 0.1892 (0.1957) loss_rec_all: 0.2151 (0.2215) loss_rec_sfr: 0.2705 (0.2892) loss_cl: -0.2784 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [19:29:16.682078] Epoch: [203] [2640/2904] eta: 0:03:18 lr: 0.002135 loss: 0.1880 (0.1957) loss_rec_all: 0.2142 (0.2216) loss_rec_sfr: 0.2797 (0.2895) loss_cl: -0.2780 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [19:29:31.590811] Epoch: [203] [2660/2904] eta: 0:03:03 lr: 0.002135 loss: 0.1855 (0.1958) loss_rec_all: 0.2120 (0.2216) loss_rec_sfr: 0.2675 (0.2896) loss_cl: -0.2789 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [19:29:46.503297] Epoch: [203] [2680/2904] eta: 0:02:48 lr: 0.002135 loss: 0.1832 (0.1958) loss_rec_all: 0.2096 (0.2216) loss_rec_sfr: 0.2691 (0.2895) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [19:30:01.417873] Epoch: [203] [2700/2904] eta: 0:02:33 lr: 0.002135 loss: 0.1857 (0.1957) loss_rec_all: 0.2122 (0.2216) loss_rec_sfr: 0.2665 (0.2893) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [19:30:16.331909] Epoch: [203] [2720/2904] eta: 0:02:18 lr: 0.002135 loss: 0.1858 (0.1957) loss_rec_all: 0.2122 (0.2215) loss_rec_sfr: 0.2678 (0.2892) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [19:30:31.250057] Epoch: [203] [2740/2904] eta: 0:02:03 lr: 0.002135 loss: 0.1843 (0.1957) loss_rec_all: 0.2101 (0.2216) loss_rec_sfr: 0.2785 (0.2893) loss_cl: -0.2776 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [19:30:46.164984] Epoch: [203] [2760/2904] eta: 0:01:48 lr: 0.002135 loss: 0.1847 (0.1957) loss_rec_all: 0.2111 (0.2215) loss_rec_sfr: 0.2677 (0.2892) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [19:31:01.074913] Epoch: [203] [2780/2904] eta: 0:01:33 lr: 0.002135 loss: 0.1807 (0.1957) loss_rec_all: 0.2066 (0.2215) loss_rec_sfr: 0.2398 (0.2891) loss_cl: -0.2795 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [19:31:15.987332] Epoch: [203] [2800/2904] eta: 0:01:18 lr: 0.002135 loss: 0.1876 (0.1957) loss_rec_all: 0.2136 (0.2215) loss_rec_sfr: 0.2741 (0.2892) loss_cl: -0.2794 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [19:31:30.904963] Epoch: [203] [2820/2904] eta: 0:01:03 lr: 0.002135 loss: 0.1791 (0.1956) loss_rec_all: 0.2057 (0.2215) loss_rec_sfr: 0.2372 (0.2890) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [19:31:45.869540] Epoch: [203] [2840/2904] eta: 0:00:48 lr: 0.002135 loss: 0.1815 (0.1956) loss_rec_all: 0.2077 (0.2215) loss_rec_sfr: 0.2403 (0.2890) loss_cl: -0.2789 (-0.2788) time: 0.7482 data: 0.0026 max mem: 29860 [19:32:00.765374] Epoch: [203] [2860/2904] eta: 0:00:33 lr: 0.002135 loss: 0.1861 (0.1956) loss_rec_all: 0.2122 (0.2215) loss_rec_sfr: 0.2394 (0.2887) loss_cl: -0.2788 (-0.2788) time: 0.7447 data: 0.0001 max mem: 29860 [19:32:15.660395] Epoch: [203] [2880/2904] eta: 0:00:18 lr: 0.002135 loss: 0.1839 (0.1956) loss_rec_all: 0.2102 (0.2215) loss_rec_sfr: 0.2735 (0.2888) loss_cl: -0.2795 (-0.2788) time: 0.7447 data: 0.0001 max mem: 29860 [19:32:30.552537] Epoch: [203] [2900/2904] eta: 0:00:03 lr: 0.002135 loss: 0.1861 (0.1956) loss_rec_all: 0.2124 (0.2214) loss_rec_sfr: 0.2669 (0.2887) loss_cl: -0.2794 (-0.2788) time: 0.7446 data: 0.0001 max mem: 29860 [19:32:32.793503] Epoch: [203] [2903/2904] eta: 0:00:00 lr: 0.002135 loss: 0.1854 (0.1955) loss_rec_all: 0.2114 (0.2214) loss_rec_sfr: 0.2661 (0.2886) loss_cl: -0.2794 (-0.2788) time: 0.7446 data: 0.0001 max mem: 29860 [19:32:35.170953] Epoch: [203] Total time: 0:36:27 (0.7534 s / it) [19:32:35.172982] Averaged stats: lr: 0.002135 loss: 0.1854 (0.1978) loss_rec_all: 0.2114 (0.2214) loss_rec_sfr: 0.2661 (0.2878) loss_cl: -0.2794 (-0.2556) [19:32:35.178385] log_dir: ./checkpoint/VF2_ViT-B [19:32:52.642260] Epoch: [204] [ 0/2904] eta: 14:05:07 lr: 0.002135 loss: 0.1881 (0.1881) loss_rec_all: 0.2144 (0.2144) loss_rec_sfr: 0.2239 (0.2239) loss_cl: -0.2791 (-0.2791) time: 17.4614 data: 16.3166 max mem: 29860 [19:33:09.068765] Epoch: [204] [ 20/2904] eta: 1:17:33 lr: 0.002135 loss: 0.1857 (0.1956) loss_rec_all: 0.2116 (0.2214) loss_rec_sfr: 0.2670 (0.2871) loss_cl: -0.2781 (-0.2780) time: 0.8213 data: 0.0263 max mem: 29860 [19:33:23.955453] Epoch: [204] [ 40/2904] eta: 0:56:46 lr: 0.002135 loss: 0.1858 (0.1943) loss_rec_all: 0.2121 (0.2202) loss_rec_sfr: 0.2670 (0.2812) loss_cl: -0.2788 (-0.2784) time: 0.7443 data: 0.0002 max mem: 29860 [19:33:38.839490] Epoch: [204] [ 60/2904] eta: 0:49:27 lr: 0.002135 loss: 0.1841 (0.1953) loss_rec_all: 0.2101 (0.2211) loss_rec_sfr: 0.2781 (0.2875) loss_cl: -0.2793 (-0.2786) time: 0.7441 data: 0.0002 max mem: 29860 [19:33:53.724825] Epoch: [204] [ 80/2904] eta: 0:45:38 lr: 0.002135 loss: 0.1812 (0.1932) loss_rec_all: 0.2069 (0.2191) loss_rec_sfr: 0.2631 (0.2817) loss_cl: -0.2794 (-0.2787) time: 0.7442 data: 0.0002 max mem: 29860 [19:34:08.639122] Epoch: [204] [ 100/2904] eta: 0:43:14 lr: 0.002135 loss: 0.1904 (0.1947) loss_rec_all: 0.2162 (0.2206) loss_rec_sfr: 0.2656 (0.2844) loss_cl: -0.2784 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [19:34:23.542916] Epoch: [204] [ 120/2904] eta: 0:41:33 lr: 0.002135 loss: 0.1826 (0.1934) loss_rec_all: 0.2088 (0.2193) loss_rec_sfr: 0.2628 (0.2806) loss_cl: -0.2787 (-0.2786) time: 0.7451 data: 0.0002 max mem: 29860 [19:34:38.451178] Epoch: [204] [ 140/2904] eta: 0:40:16 lr: 0.002135 loss: 0.1815 (0.1934) loss_rec_all: 0.2078 (0.2193) loss_rec_sfr: 0.2311 (0.2796) loss_cl: -0.2789 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [19:34:53.371878] Epoch: [204] [ 160/2904] eta: 0:39:15 lr: 0.002134 loss: 0.1829 (0.1929) loss_rec_all: 0.2088 (0.2188) loss_rec_sfr: 0.2684 (0.2786) loss_cl: -0.2803 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [19:35:08.291227] Epoch: [204] [ 180/2904] eta: 0:38:24 lr: 0.002134 loss: 0.1887 (0.1937) loss_rec_all: 0.2147 (0.2196) loss_rec_sfr: 0.2670 (0.2816) loss_cl: -0.2790 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [19:35:23.208815] Epoch: [204] [ 200/2904] eta: 0:37:40 lr: 0.002134 loss: 0.1857 (0.1932) loss_rec_all: 0.2118 (0.2192) loss_rec_sfr: 0.2580 (0.2802) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [19:35:38.147485] Epoch: [204] [ 220/2904] eta: 0:37:01 lr: 0.002134 loss: 0.1871 (0.1942) loss_rec_all: 0.2132 (0.2201) loss_rec_sfr: 0.2715 (0.2832) loss_cl: -0.2783 (-0.2788) time: 0.7469 data: 0.0002 max mem: 29860 [19:35:53.068686] Epoch: [204] [ 240/2904] eta: 0:36:27 lr: 0.002134 loss: 0.1836 (0.1940) loss_rec_all: 0.2101 (0.2199) loss_rec_sfr: 0.2722 (0.2833) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [19:36:07.991519] Epoch: [204] [ 260/2904] eta: 0:35:55 lr: 0.002134 loss: 0.1845 (0.1937) loss_rec_all: 0.2104 (0.2196) loss_rec_sfr: 0.2345 (0.2813) loss_cl: -0.2787 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [19:36:22.917020] Epoch: [204] [ 280/2904] eta: 0:35:26 lr: 0.002134 loss: 0.1872 (0.1941) loss_rec_all: 0.2132 (0.2200) loss_rec_sfr: 0.2756 (0.2831) loss_cl: -0.2789 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [19:36:37.835637] Epoch: [204] [ 300/2904] eta: 0:34:59 lr: 0.002134 loss: 0.1843 (0.1943) loss_rec_all: 0.2106 (0.2202) loss_rec_sfr: 0.2719 (0.2835) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [19:36:52.749557] Epoch: [204] [ 320/2904] eta: 0:34:33 lr: 0.002134 loss: 0.1901 (0.1943) loss_rec_all: 0.2158 (0.2202) loss_rec_sfr: 0.2651 (0.2836) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [19:37:07.686140] Epoch: [204] [ 340/2904] eta: 0:34:08 lr: 0.002134 loss: 0.1903 (0.1948) loss_rec_all: 0.2164 (0.2207) loss_rec_sfr: 0.2733 (0.2849) loss_cl: -0.2790 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [19:37:22.595426] Epoch: [204] [ 360/2904] eta: 0:33:45 lr: 0.002134 loss: 0.1828 (0.1944) loss_rec_all: 0.2085 (0.2203) loss_rec_sfr: 0.2681 (0.2837) loss_cl: -0.2796 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [19:37:37.505417] Epoch: [204] [ 380/2904] eta: 0:33:22 lr: 0.002134 loss: 0.1819 (0.1941) loss_rec_all: 0.2080 (0.2200) loss_rec_sfr: 0.2404 (0.2827) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [19:37:52.414296] Epoch: [204] [ 400/2904] eta: 0:33:00 lr: 0.002134 loss: 0.1823 (0.1939) loss_rec_all: 0.2084 (0.2198) loss_rec_sfr: 0.2611 (0.2819) loss_cl: -0.2799 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [19:38:07.361772] Epoch: [204] [ 420/2904] eta: 0:32:39 lr: 0.002134 loss: 0.1843 (0.1939) loss_rec_all: 0.2108 (0.2198) loss_rec_sfr: 0.2687 (0.2820) loss_cl: -0.2791 (-0.2788) time: 0.7473 data: 0.0002 max mem: 29860 [19:38:22.297293] Epoch: [204] [ 440/2904] eta: 0:32:19 lr: 0.002134 loss: 0.1816 (0.1939) loss_rec_all: 0.2078 (0.2198) loss_rec_sfr: 0.2694 (0.2824) loss_cl: -0.2788 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [19:38:37.228263] Epoch: [204] [ 460/2904] eta: 0:31:59 lr: 0.002134 loss: 0.1841 (0.1940) loss_rec_all: 0.2101 (0.2199) loss_rec_sfr: 0.2725 (0.2830) loss_cl: -0.2795 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [19:38:52.157339] Epoch: [204] [ 480/2904] eta: 0:31:39 lr: 0.002134 loss: 0.1841 (0.1937) loss_rec_all: 0.2103 (0.2197) loss_rec_sfr: 0.2670 (0.2825) loss_cl: -0.2804 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [19:39:07.091033] Epoch: [204] [ 500/2904] eta: 0:31:20 lr: 0.002134 loss: 0.1862 (0.1939) loss_rec_all: 0.2126 (0.2198) loss_rec_sfr: 0.2616 (0.2829) loss_cl: -0.2795 (-0.2789) time: 0.7466 data: 0.0002 max mem: 29860 [19:39:22.019742] Epoch: [204] [ 520/2904] eta: 0:31:01 lr: 0.002134 loss: 0.1842 (0.1936) loss_rec_all: 0.2106 (0.2195) loss_rec_sfr: 0.2615 (0.2817) loss_cl: -0.2782 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [19:39:36.940045] Epoch: [204] [ 540/2904] eta: 0:30:42 lr: 0.002134 loss: 0.1865 (0.1936) loss_rec_all: 0.2126 (0.2195) loss_rec_sfr: 0.2624 (0.2819) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [19:39:51.863033] Epoch: [204] [ 560/2904] eta: 0:30:24 lr: 0.002134 loss: 0.1828 (0.1934) loss_rec_all: 0.2092 (0.2193) loss_rec_sfr: 0.2743 (0.2815) loss_cl: -0.2790 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [19:40:06.785154] Epoch: [204] [ 580/2904] eta: 0:30:06 lr: 0.002134 loss: 0.1858 (0.1935) loss_rec_all: 0.2120 (0.2194) loss_rec_sfr: 0.2648 (0.2814) loss_cl: -0.2784 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [19:40:21.709806] Epoch: [204] [ 600/2904] eta: 0:29:48 lr: 0.002134 loss: 0.1861 (0.1936) loss_rec_all: 0.2121 (0.2196) loss_rec_sfr: 0.2653 (0.2815) loss_cl: -0.2791 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [19:40:36.639439] Epoch: [204] [ 620/2904] eta: 0:29:30 lr: 0.002134 loss: 0.1822 (0.1936) loss_rec_all: 0.2087 (0.2195) loss_rec_sfr: 0.2755 (0.2817) loss_cl: -0.2794 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [19:40:51.561239] Epoch: [204] [ 640/2904] eta: 0:29:13 lr: 0.002134 loss: 0.1824 (0.1938) loss_rec_all: 0.2085 (0.2197) loss_rec_sfr: 0.2739 (0.2824) loss_cl: -0.2792 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [19:41:06.485036] Epoch: [204] [ 660/2904] eta: 0:28:55 lr: 0.002134 loss: 0.1890 (0.1940) loss_rec_all: 0.2149 (0.2199) loss_rec_sfr: 0.2587 (0.2825) loss_cl: -0.2793 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [19:41:21.403561] Epoch: [204] [ 680/2904] eta: 0:28:38 lr: 0.002134 loss: 0.1855 (0.1938) loss_rec_all: 0.2113 (0.2197) loss_rec_sfr: 0.2639 (0.2820) loss_cl: -0.2795 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [19:41:36.333126] Epoch: [204] [ 700/2904] eta: 0:28:21 lr: 0.002134 loss: 0.1861 (0.1937) loss_rec_all: 0.2120 (0.2197) loss_rec_sfr: 0.2676 (0.2816) loss_cl: -0.2785 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [19:41:51.268596] Epoch: [204] [ 720/2904] eta: 0:28:04 lr: 0.002134 loss: 0.1877 (0.1939) loss_rec_all: 0.2132 (0.2198) loss_rec_sfr: 0.2778 (0.2821) loss_cl: -0.2788 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [19:42:06.195338] Epoch: [204] [ 740/2904] eta: 0:27:47 lr: 0.002134 loss: 0.1836 (0.1939) loss_rec_all: 0.2103 (0.2198) loss_rec_sfr: 0.2600 (0.2822) loss_cl: -0.2797 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [19:42:21.119969] Epoch: [204] [ 760/2904] eta: 0:27:30 lr: 0.002134 loss: 0.1845 (0.1941) loss_rec_all: 0.2104 (0.2200) loss_rec_sfr: 0.2732 (0.2829) loss_cl: -0.2791 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [19:42:36.047017] Epoch: [204] [ 780/2904] eta: 0:27:14 lr: 0.002134 loss: 0.1832 (0.1941) loss_rec_all: 0.2097 (0.2200) loss_rec_sfr: 0.2675 (0.2829) loss_cl: -0.2789 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [19:42:50.973439] Epoch: [204] [ 800/2904] eta: 0:26:57 lr: 0.002134 loss: 0.1861 (0.1941) loss_rec_all: 0.2125 (0.2200) loss_rec_sfr: 0.2679 (0.2827) loss_cl: -0.2794 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [19:43:05.898767] Epoch: [204] [ 820/2904] eta: 0:26:40 lr: 0.002134 loss: 0.1851 (0.1940) loss_rec_all: 0.2109 (0.2199) loss_rec_sfr: 0.2698 (0.2826) loss_cl: -0.2795 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [19:43:20.822169] Epoch: [204] [ 840/2904] eta: 0:26:24 lr: 0.002134 loss: 0.1883 (0.1942) loss_rec_all: 0.2147 (0.2201) loss_rec_sfr: 0.2604 (0.2829) loss_cl: -0.2788 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [19:43:35.743075] Epoch: [204] [ 860/2904] eta: 0:26:08 lr: 0.002134 loss: 0.1858 (0.1945) loss_rec_all: 0.2116 (0.2204) loss_rec_sfr: 0.2811 (0.2837) loss_cl: -0.2789 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [19:43:50.662237] Epoch: [204] [ 880/2904] eta: 0:25:51 lr: 0.002134 loss: 0.1944 (0.1948) loss_rec_all: 0.2205 (0.2207) loss_rec_sfr: 0.2866 (0.2849) loss_cl: -0.2782 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [19:44:05.589453] Epoch: [204] [ 900/2904] eta: 0:25:35 lr: 0.002134 loss: 0.1846 (0.1947) loss_rec_all: 0.2109 (0.2206) loss_rec_sfr: 0.2572 (0.2844) loss_cl: -0.2793 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [19:44:20.520120] Epoch: [204] [ 920/2904] eta: 0:25:19 lr: 0.002134 loss: 0.1864 (0.1948) loss_rec_all: 0.2126 (0.2207) loss_rec_sfr: 0.2611 (0.2845) loss_cl: -0.2793 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [19:44:35.440656] Epoch: [204] [ 940/2904] eta: 0:25:03 lr: 0.002134 loss: 0.1883 (0.1948) loss_rec_all: 0.2145 (0.2207) loss_rec_sfr: 0.2692 (0.2847) loss_cl: -0.2787 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [19:44:50.367807] Epoch: [204] [ 960/2904] eta: 0:24:47 lr: 0.002134 loss: 0.1837 (0.1948) loss_rec_all: 0.2096 (0.2207) loss_rec_sfr: 0.2696 (0.2845) loss_cl: -0.2793 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [19:45:05.285639] Epoch: [204] [ 980/2904] eta: 0:24:31 lr: 0.002134 loss: 0.1830 (0.1948) loss_rec_all: 0.2089 (0.2207) loss_rec_sfr: 0.2754 (0.2848) loss_cl: -0.2788 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [19:45:20.206778] Epoch: [204] [1000/2904] eta: 0:24:15 lr: 0.002134 loss: 0.1832 (0.1948) loss_rec_all: 0.2092 (0.2206) loss_rec_sfr: 0.2725 (0.2849) loss_cl: -0.2791 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [19:45:35.129512] Epoch: [204] [1020/2904] eta: 0:23:59 lr: 0.002134 loss: 0.1911 (0.1949) loss_rec_all: 0.2171 (0.2208) loss_rec_sfr: 0.2717 (0.2854) loss_cl: -0.2786 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [19:45:50.053536] Epoch: [204] [1040/2904] eta: 0:23:43 lr: 0.002134 loss: 0.1809 (0.1949) loss_rec_all: 0.2069 (0.2208) loss_rec_sfr: 0.2665 (0.2854) loss_cl: -0.2787 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [19:46:04.978047] Epoch: [204] [1060/2904] eta: 0:23:27 lr: 0.002134 loss: 0.1840 (0.1949) loss_rec_all: 0.2100 (0.2208) loss_rec_sfr: 0.2719 (0.2854) loss_cl: -0.2787 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [19:46:19.902978] Epoch: [204] [1080/2904] eta: 0:23:11 lr: 0.002133 loss: 0.1828 (0.1948) loss_rec_all: 0.2088 (0.2207) loss_rec_sfr: 0.2653 (0.2850) loss_cl: -0.2791 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [19:46:34.829527] Epoch: [204] [1100/2904] eta: 0:22:55 lr: 0.002133 loss: 0.1868 (0.1948) loss_rec_all: 0.2127 (0.2207) loss_rec_sfr: 0.2646 (0.2850) loss_cl: -0.2783 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [19:46:49.746591] Epoch: [204] [1120/2904] eta: 0:22:39 lr: 0.002133 loss: 0.1897 (0.1949) loss_rec_all: 0.2159 (0.2208) loss_rec_sfr: 0.2662 (0.2852) loss_cl: -0.2778 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [19:47:04.666682] Epoch: [204] [1140/2904] eta: 0:22:24 lr: 0.002133 loss: 0.1852 (0.1949) loss_rec_all: 0.2116 (0.2207) loss_rec_sfr: 0.2664 (0.2851) loss_cl: -0.2791 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [19:47:19.588635] Epoch: [204] [1160/2904] eta: 0:22:08 lr: 0.002133 loss: 0.1831 (0.1948) loss_rec_all: 0.2091 (0.2207) loss_rec_sfr: 0.2680 (0.2851) loss_cl: -0.2790 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [19:47:34.508542] Epoch: [204] [1180/2904] eta: 0:21:52 lr: 0.002133 loss: 0.1840 (0.1947) loss_rec_all: 0.2103 (0.2206) loss_rec_sfr: 0.2732 (0.2846) loss_cl: -0.2791 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [19:47:49.427394] Epoch: [204] [1200/2904] eta: 0:21:37 lr: 0.002133 loss: 0.1875 (0.1949) loss_rec_all: 0.2135 (0.2208) loss_rec_sfr: 0.2817 (0.2854) loss_cl: -0.2782 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [19:48:04.350587] Epoch: [204] [1220/2904] eta: 0:21:21 lr: 0.002133 loss: 0.1854 (0.1948) loss_rec_all: 0.2112 (0.2207) loss_rec_sfr: 0.2701 (0.2852) loss_cl: -0.2790 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [19:48:19.272877] Epoch: [204] [1240/2904] eta: 0:21:05 lr: 0.002133 loss: 0.1860 (0.1949) loss_rec_all: 0.2124 (0.2208) loss_rec_sfr: 0.2736 (0.2854) loss_cl: -0.2795 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [19:48:34.192152] Epoch: [204] [1260/2904] eta: 0:20:50 lr: 0.002133 loss: 0.1917 (0.1949) loss_rec_all: 0.2175 (0.2208) loss_rec_sfr: 0.2709 (0.2853) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [19:48:49.120118] Epoch: [204] [1280/2904] eta: 0:20:34 lr: 0.002133 loss: 0.1860 (0.1949) loss_rec_all: 0.2120 (0.2207) loss_rec_sfr: 0.2696 (0.2851) loss_cl: -0.2792 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [19:49:04.036331] Epoch: [204] [1300/2904] eta: 0:20:19 lr: 0.002133 loss: 0.1879 (0.1949) loss_rec_all: 0.2142 (0.2208) loss_rec_sfr: 0.2737 (0.2853) loss_cl: -0.2783 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [19:49:18.948847] Epoch: [204] [1320/2904] eta: 0:20:03 lr: 0.002133 loss: 0.1836 (0.1949) loss_rec_all: 0.2100 (0.2208) loss_rec_sfr: 0.2664 (0.2853) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [19:49:33.860729] Epoch: [204] [1340/2904] eta: 0:19:48 lr: 0.002133 loss: 0.1843 (0.1949) loss_rec_all: 0.2105 (0.2208) loss_rec_sfr: 0.2420 (0.2851) loss_cl: -0.2793 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [19:49:48.778029] Epoch: [204] [1360/2904] eta: 0:19:32 lr: 0.002133 loss: 0.1814 (0.1947) loss_rec_all: 0.2074 (0.2206) loss_rec_sfr: 0.2738 (0.2848) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [19:50:03.686100] Epoch: [204] [1380/2904] eta: 0:19:17 lr: 0.002133 loss: 0.1843 (0.1947) loss_rec_all: 0.2102 (0.2205) loss_rec_sfr: 0.2641 (0.2844) loss_cl: -0.2792 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [19:50:18.592535] Epoch: [204] [1400/2904] eta: 0:19:01 lr: 0.002133 loss: 0.1886 (0.1947) loss_rec_all: 0.2146 (0.2206) loss_rec_sfr: 0.2725 (0.2845) loss_cl: -0.2787 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [19:50:33.496779] Epoch: [204] [1420/2904] eta: 0:18:46 lr: 0.002133 loss: 0.1830 (0.1947) loss_rec_all: 0.2090 (0.2206) loss_rec_sfr: 0.2596 (0.2845) loss_cl: -0.2792 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [19:50:48.400674] Epoch: [204] [1440/2904] eta: 0:18:30 lr: 0.002133 loss: 0.1840 (0.1947) loss_rec_all: 0.2100 (0.2206) loss_rec_sfr: 0.2714 (0.2844) loss_cl: -0.2795 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [19:51:03.310781] Epoch: [204] [1460/2904] eta: 0:18:15 lr: 0.002133 loss: 0.1877 (0.1949) loss_rec_all: 0.2136 (0.2208) loss_rec_sfr: 0.2858 (0.2851) loss_cl: -0.2790 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [19:51:18.224934] Epoch: [204] [1480/2904] eta: 0:17:59 lr: 0.002133 loss: 0.1899 (0.1949) loss_rec_all: 0.2162 (0.2208) loss_rec_sfr: 0.2657 (0.2853) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [19:51:33.142730] Epoch: [204] [1500/2904] eta: 0:17:44 lr: 0.002133 loss: 0.1828 (0.1949) loss_rec_all: 0.2092 (0.2208) loss_rec_sfr: 0.2569 (0.2851) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [19:51:48.065718] Epoch: [204] [1520/2904] eta: 0:17:28 lr: 0.002133 loss: 0.1857 (0.1949) loss_rec_all: 0.2119 (0.2208) loss_rec_sfr: 0.2640 (0.2850) loss_cl: -0.2781 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [19:52:02.981745] Epoch: [204] [1540/2904] eta: 0:17:13 lr: 0.002133 loss: 0.1816 (0.1948) loss_rec_all: 0.2081 (0.2207) loss_rec_sfr: 0.2235 (0.2846) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [19:52:17.888543] Epoch: [204] [1560/2904] eta: 0:16:58 lr: 0.002133 loss: 0.1854 (0.1947) loss_rec_all: 0.2119 (0.2206) loss_rec_sfr: 0.2716 (0.2845) loss_cl: -0.2798 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [19:52:32.794489] Epoch: [204] [1580/2904] eta: 0:16:42 lr: 0.002133 loss: 0.1908 (0.1948) loss_rec_all: 0.2167 (0.2207) loss_rec_sfr: 0.2653 (0.2847) loss_cl: -0.2788 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [19:52:47.695149] Epoch: [204] [1600/2904] eta: 0:16:27 lr: 0.002133 loss: 0.1839 (0.1947) loss_rec_all: 0.2095 (0.2206) loss_rec_sfr: 0.2774 (0.2844) loss_cl: -0.2780 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [19:53:02.595705] Epoch: [204] [1620/2904] eta: 0:16:12 lr: 0.002133 loss: 0.1871 (0.1948) loss_rec_all: 0.2129 (0.2207) loss_rec_sfr: 0.2822 (0.2849) loss_cl: -0.2782 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [19:53:17.504233] Epoch: [204] [1640/2904] eta: 0:15:56 lr: 0.002133 loss: 0.1858 (0.1949) loss_rec_all: 0.2119 (0.2207) loss_rec_sfr: 0.2758 (0.2851) loss_cl: -0.2797 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [19:53:32.408766] Epoch: [204] [1660/2904] eta: 0:15:41 lr: 0.002133 loss: 0.1850 (0.1948) loss_rec_all: 0.2112 (0.2207) loss_rec_sfr: 0.2710 (0.2852) loss_cl: -0.2791 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [19:53:47.319146] Epoch: [204] [1680/2904] eta: 0:15:26 lr: 0.002133 loss: 0.1875 (0.1948) loss_rec_all: 0.2135 (0.2207) loss_rec_sfr: 0.2645 (0.2851) loss_cl: -0.2783 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [19:54:02.223348] Epoch: [204] [1700/2904] eta: 0:15:10 lr: 0.002133 loss: 0.1882 (0.1948) loss_rec_all: 0.2140 (0.2207) loss_rec_sfr: 0.2626 (0.2849) loss_cl: -0.2785 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [19:54:17.136650] Epoch: [204] [1720/2904] eta: 0:14:55 lr: 0.002133 loss: 0.1913 (0.1948) loss_rec_all: 0.2173 (0.2207) loss_rec_sfr: 0.2703 (0.2850) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [19:54:32.052630] Epoch: [204] [1740/2904] eta: 0:14:40 lr: 0.002133 loss: 0.1846 (0.1949) loss_rec_all: 0.2106 (0.2208) loss_rec_sfr: 0.2773 (0.2852) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [19:54:46.970122] Epoch: [204] [1760/2904] eta: 0:14:25 lr: 0.002133 loss: 0.1873 (0.1949) loss_rec_all: 0.2131 (0.2208) loss_rec_sfr: 0.2711 (0.2855) loss_cl: -0.2781 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [19:55:01.883450] Epoch: [204] [1780/2904] eta: 0:14:09 lr: 0.002133 loss: 0.1807 (0.1949) loss_rec_all: 0.2071 (0.2208) loss_rec_sfr: 0.2573 (0.2854) loss_cl: -0.2781 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [19:55:16.797402] Epoch: [204] [1800/2904] eta: 0:13:54 lr: 0.002133 loss: 0.1857 (0.1949) loss_rec_all: 0.2122 (0.2208) loss_rec_sfr: 0.2823 (0.2855) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [19:55:31.707312] Epoch: [204] [1820/2904] eta: 0:13:39 lr: 0.002133 loss: 0.1881 (0.1950) loss_rec_all: 0.2140 (0.2209) loss_rec_sfr: 0.2612 (0.2857) loss_cl: -0.2795 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [19:55:46.619244] Epoch: [204] [1840/2904] eta: 0:13:24 lr: 0.002133 loss: 0.1830 (0.1951) loss_rec_all: 0.2092 (0.2209) loss_rec_sfr: 0.2477 (0.2859) loss_cl: -0.2793 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [19:56:01.527947] Epoch: [204] [1860/2904] eta: 0:13:08 lr: 0.002133 loss: 0.1847 (0.1950) loss_rec_all: 0.2108 (0.2209) loss_rec_sfr: 0.2671 (0.2857) loss_cl: -0.2790 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [19:56:16.440320] Epoch: [204] [1880/2904] eta: 0:12:53 lr: 0.002133 loss: 0.1960 (0.1951) loss_rec_all: 0.2219 (0.2210) loss_rec_sfr: 0.2760 (0.2861) loss_cl: -0.2779 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [19:56:31.355018] Epoch: [204] [1900/2904] eta: 0:12:38 lr: 0.002133 loss: 0.1844 (0.1951) loss_rec_all: 0.2105 (0.2209) loss_rec_sfr: 0.2349 (0.2858) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [19:56:46.261138] Epoch: [204] [1920/2904] eta: 0:12:23 lr: 0.002133 loss: 0.1913 (0.1952) loss_rec_all: 0.2171 (0.2211) loss_rec_sfr: 0.2693 (0.2862) loss_cl: -0.2790 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [19:57:01.162470] Epoch: [204] [1940/2904] eta: 0:12:08 lr: 0.002133 loss: 0.1828 (0.1952) loss_rec_all: 0.2086 (0.2210) loss_rec_sfr: 0.2648 (0.2862) loss_cl: -0.2783 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [19:57:16.071390] Epoch: [204] [1960/2904] eta: 0:11:52 lr: 0.002133 loss: 0.1862 (0.1952) loss_rec_all: 0.2125 (0.2210) loss_rec_sfr: 0.2623 (0.2861) loss_cl: -0.2794 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [19:57:30.974856] Epoch: [204] [1980/2904] eta: 0:11:37 lr: 0.002133 loss: 0.1865 (0.1952) loss_rec_all: 0.2125 (0.2210) loss_rec_sfr: 0.2718 (0.2861) loss_cl: -0.2788 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [19:57:45.878547] Epoch: [204] [2000/2904] eta: 0:11:22 lr: 0.002133 loss: 0.1850 (0.1951) loss_rec_all: 0.2114 (0.2210) loss_rec_sfr: 0.2632 (0.2860) loss_cl: -0.2789 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [19:58:00.789933] Epoch: [204] [2020/2904] eta: 0:11:07 lr: 0.002132 loss: 0.1877 (0.1952) loss_rec_all: 0.2137 (0.2211) loss_rec_sfr: 0.2746 (0.2863) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [19:58:15.701357] Epoch: [204] [2040/2904] eta: 0:10:52 lr: 0.002132 loss: 0.1837 (0.1952) loss_rec_all: 0.2094 (0.2210) loss_rec_sfr: 0.2662 (0.2862) loss_cl: -0.2778 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [19:58:30.625698] Epoch: [204] [2060/2904] eta: 0:10:36 lr: 0.002132 loss: 0.1920 (0.1953) loss_rec_all: 0.2180 (0.2212) loss_rec_sfr: 0.2756 (0.2866) loss_cl: -0.2783 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [19:58:45.541669] Epoch: [204] [2080/2904] eta: 0:10:21 lr: 0.002132 loss: 0.1868 (0.1954) loss_rec_all: 0.2128 (0.2213) loss_rec_sfr: 0.2698 (0.2868) loss_cl: -0.2802 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [19:59:00.452868] Epoch: [204] [2100/2904] eta: 0:10:06 lr: 0.002132 loss: 0.1867 (0.1953) loss_rec_all: 0.2129 (0.2212) loss_rec_sfr: 0.2717 (0.2868) loss_cl: -0.2793 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [19:59:15.365628] Epoch: [204] [2120/2904] eta: 0:09:51 lr: 0.002132 loss: 0.1856 (0.1953) loss_rec_all: 0.2114 (0.2211) loss_rec_sfr: 0.2660 (0.2865) loss_cl: -0.2784 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [19:59:30.269600] Epoch: [204] [2140/2904] eta: 0:09:36 lr: 0.002132 loss: 0.1844 (0.1953) loss_rec_all: 0.2107 (0.2211) loss_rec_sfr: 0.2646 (0.2864) loss_cl: -0.2782 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [19:59:45.172245] Epoch: [204] [2160/2904] eta: 0:09:21 lr: 0.002132 loss: 0.1894 (0.1953) loss_rec_all: 0.2153 (0.2212) loss_rec_sfr: 0.2708 (0.2865) loss_cl: -0.2791 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [20:00:00.084256] Epoch: [204] [2180/2904] eta: 0:09:06 lr: 0.002132 loss: 0.1872 (0.1953) loss_rec_all: 0.2135 (0.2212) loss_rec_sfr: 0.2788 (0.2868) loss_cl: -0.2793 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [20:00:14.998731] Epoch: [204] [2200/2904] eta: 0:08:50 lr: 0.002132 loss: 0.1868 (0.1953) loss_rec_all: 0.2129 (0.2212) loss_rec_sfr: 0.2272 (0.2865) loss_cl: -0.2777 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [20:00:29.915784] Epoch: [204] [2220/2904] eta: 0:08:35 lr: 0.002132 loss: 0.1908 (0.1954) loss_rec_all: 0.2166 (0.2213) loss_rec_sfr: 0.2744 (0.2867) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [20:00:44.831848] Epoch: [204] [2240/2904] eta: 0:08:20 lr: 0.002132 loss: 0.1927 (0.1954) loss_rec_all: 0.2187 (0.2213) loss_rec_sfr: 0.2663 (0.2867) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [20:00:59.742474] Epoch: [204] [2260/2904] eta: 0:08:05 lr: 0.002132 loss: 0.1862 (0.1954) loss_rec_all: 0.2121 (0.2213) loss_rec_sfr: 0.2766 (0.2868) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [20:01:14.656041] Epoch: [204] [2280/2904] eta: 0:07:50 lr: 0.002132 loss: 0.1866 (0.1954) loss_rec_all: 0.2126 (0.2213) loss_rec_sfr: 0.2686 (0.2868) loss_cl: -0.2793 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [20:01:29.560998] Epoch: [204] [2300/2904] eta: 0:07:35 lr: 0.002132 loss: 0.1834 (0.1953) loss_rec_all: 0.2096 (0.2212) loss_rec_sfr: 0.2734 (0.2866) loss_cl: -0.2788 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [20:01:44.471400] Epoch: [204] [2320/2904] eta: 0:07:20 lr: 0.002132 loss: 0.1838 (0.1953) loss_rec_all: 0.2100 (0.2212) loss_rec_sfr: 0.2650 (0.2865) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [20:01:59.379959] Epoch: [204] [2340/2904] eta: 0:07:05 lr: 0.002132 loss: 0.1920 (0.1954) loss_rec_all: 0.2179 (0.2213) loss_rec_sfr: 0.2793 (0.2868) loss_cl: -0.2778 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [20:02:14.293952] Epoch: [204] [2360/2904] eta: 0:06:49 lr: 0.002132 loss: 0.1841 (0.1953) loss_rec_all: 0.2100 (0.2212) loss_rec_sfr: 0.2628 (0.2866) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [20:02:29.209983] Epoch: [204] [2380/2904] eta: 0:06:34 lr: 0.002132 loss: 0.1824 (0.1953) loss_rec_all: 0.2089 (0.2212) loss_rec_sfr: 0.2731 (0.2865) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [20:02:44.113789] Epoch: [204] [2400/2904] eta: 0:06:19 lr: 0.002132 loss: 0.1840 (0.1953) loss_rec_all: 0.2099 (0.2212) loss_rec_sfr: 0.2661 (0.2866) loss_cl: -0.2784 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [20:02:59.015513] Epoch: [204] [2420/2904] eta: 0:06:04 lr: 0.002132 loss: 0.1825 (0.1953) loss_rec_all: 0.2088 (0.2212) loss_rec_sfr: 0.2331 (0.2865) loss_cl: -0.2787 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [20:03:13.929650] Epoch: [204] [2440/2904] eta: 0:05:49 lr: 0.002132 loss: 0.1917 (0.1954) loss_rec_all: 0.2177 (0.2212) loss_rec_sfr: 0.2624 (0.2866) loss_cl: -0.2793 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [20:03:28.846526] Epoch: [204] [2460/2904] eta: 0:05:34 lr: 0.002132 loss: 0.1879 (0.1954) loss_rec_all: 0.2141 (0.2213) loss_rec_sfr: 0.2731 (0.2867) loss_cl: -0.2798 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [20:03:43.755274] Epoch: [204] [2480/2904] eta: 0:05:19 lr: 0.002132 loss: 0.1856 (0.1955) loss_rec_all: 0.2119 (0.2213) loss_rec_sfr: 0.2773 (0.2870) loss_cl: -0.2786 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [20:03:58.667803] Epoch: [204] [2500/2904] eta: 0:05:04 lr: 0.002132 loss: 0.1826 (0.1955) loss_rec_all: 0.2089 (0.2213) loss_rec_sfr: 0.2716 (0.2870) loss_cl: -0.2781 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [20:04:13.576044] Epoch: [204] [2520/2904] eta: 0:04:49 lr: 0.002132 loss: 0.1847 (0.1955) loss_rec_all: 0.2108 (0.2214) loss_rec_sfr: 0.2664 (0.2870) loss_cl: -0.2792 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [20:04:28.478582] Epoch: [204] [2540/2904] eta: 0:04:34 lr: 0.002132 loss: 0.1857 (0.1955) loss_rec_all: 0.2118 (0.2214) loss_rec_sfr: 0.2703 (0.2872) loss_cl: -0.2792 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [20:04:43.394021] Epoch: [204] [2560/2904] eta: 0:04:18 lr: 0.002132 loss: 0.1867 (0.1955) loss_rec_all: 0.2125 (0.2214) loss_rec_sfr: 0.2353 (0.2872) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [20:04:58.298976] Epoch: [204] [2580/2904] eta: 0:04:03 lr: 0.002132 loss: 0.1851 (0.1955) loss_rec_all: 0.2110 (0.2214) loss_rec_sfr: 0.2441 (0.2870) loss_cl: -0.2783 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [20:05:13.203536] Epoch: [204] [2600/2904] eta: 0:03:48 lr: 0.002132 loss: 0.1864 (0.1955) loss_rec_all: 0.2123 (0.2214) loss_rec_sfr: 0.2768 (0.2871) loss_cl: -0.2786 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [20:05:28.114127] Epoch: [204] [2620/2904] eta: 0:03:33 lr: 0.002132 loss: 0.1891 (0.1955) loss_rec_all: 0.2150 (0.2213) loss_rec_sfr: 0.2648 (0.2869) loss_cl: -0.2785 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [20:05:43.024606] Epoch: [204] [2640/2904] eta: 0:03:18 lr: 0.002132 loss: 0.1835 (0.1954) loss_rec_all: 0.2095 (0.2213) loss_rec_sfr: 0.2301 (0.2868) loss_cl: -0.2793 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [20:05:57.934528] Epoch: [204] [2660/2904] eta: 0:03:03 lr: 0.002132 loss: 0.1828 (0.1954) loss_rec_all: 0.2090 (0.2213) loss_rec_sfr: 0.2670 (0.2868) loss_cl: -0.2794 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [20:06:12.842007] Epoch: [204] [2680/2904] eta: 0:02:48 lr: 0.002132 loss: 0.1861 (0.1954) loss_rec_all: 0.2121 (0.2213) loss_rec_sfr: 0.2646 (0.2867) loss_cl: -0.2792 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [20:06:27.753498] Epoch: [204] [2700/2904] eta: 0:02:33 lr: 0.002132 loss: 0.1866 (0.1954) loss_rec_all: 0.2123 (0.2213) loss_rec_sfr: 0.2649 (0.2868) loss_cl: -0.2780 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [20:06:42.666074] Epoch: [204] [2720/2904] eta: 0:02:18 lr: 0.002132 loss: 0.1860 (0.1955) loss_rec_all: 0.2120 (0.2213) loss_rec_sfr: 0.2694 (0.2869) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [20:06:57.587303] Epoch: [204] [2740/2904] eta: 0:02:03 lr: 0.002132 loss: 0.1894 (0.1955) loss_rec_all: 0.2157 (0.2214) loss_rec_sfr: 0.2839 (0.2870) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [20:07:12.503033] Epoch: [204] [2760/2904] eta: 0:01:48 lr: 0.002132 loss: 0.1857 (0.1955) loss_rec_all: 0.2121 (0.2213) loss_rec_sfr: 0.2349 (0.2869) loss_cl: -0.2784 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [20:07:27.417436] Epoch: [204] [2780/2904] eta: 0:01:33 lr: 0.002132 loss: 0.1881 (0.1955) loss_rec_all: 0.2144 (0.2214) loss_rec_sfr: 0.2546 (0.2869) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [20:07:42.326751] Epoch: [204] [2800/2904] eta: 0:01:18 lr: 0.002132 loss: 0.1821 (0.1955) loss_rec_all: 0.2084 (0.2213) loss_rec_sfr: 0.2314 (0.2867) loss_cl: -0.2791 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [20:07:57.239915] Epoch: [204] [2820/2904] eta: 0:01:03 lr: 0.002132 loss: 0.1853 (0.1955) loss_rec_all: 0.2112 (0.2214) loss_rec_sfr: 0.2820 (0.2869) loss_cl: -0.2797 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [20:08:12.181567] Epoch: [204] [2840/2904] eta: 0:00:48 lr: 0.002132 loss: 0.1842 (0.1955) loss_rec_all: 0.2106 (0.2214) loss_rec_sfr: 0.2677 (0.2869) loss_cl: -0.2797 (-0.2788) time: 0.7470 data: 0.0023 max mem: 29860 [20:08:27.072540] Epoch: [204] [2860/2904] eta: 0:00:33 lr: 0.002132 loss: 0.1822 (0.1955) loss_rec_all: 0.2085 (0.2213) loss_rec_sfr: 0.2429 (0.2867) loss_cl: -0.2782 (-0.2788) time: 0.7445 data: 0.0001 max mem: 29860 [20:08:41.965264] Epoch: [204] [2880/2904] eta: 0:00:18 lr: 0.002132 loss: 0.1864 (0.1955) loss_rec_all: 0.2122 (0.2213) loss_rec_sfr: 0.2644 (0.2867) loss_cl: -0.2792 (-0.2788) time: 0.7446 data: 0.0001 max mem: 29860 [20:08:56.867108] Epoch: [204] [2900/2904] eta: 0:00:03 lr: 0.002132 loss: 0.1880 (0.1955) loss_rec_all: 0.2139 (0.2213) loss_rec_sfr: 0.2726 (0.2867) loss_cl: -0.2790 (-0.2788) time: 0.7451 data: 0.0001 max mem: 29860 [20:08:59.110207] Epoch: [204] [2903/2904] eta: 0:00:00 lr: 0.002132 loss: 0.1889 (0.1954) loss_rec_all: 0.2149 (0.2213) loss_rec_sfr: 0.2737 (0.2867) loss_cl: -0.2787 (-0.2788) time: 0.7452 data: 0.0001 max mem: 29860 [20:09:01.191007] Epoch: [204] Total time: 0:36:26 (0.7528 s / it) [20:09:01.195544] Averaged stats: lr: 0.002132 loss: 0.1889 (0.1980) loss_rec_all: 0.2149 (0.2216) loss_rec_sfr: 0.2737 (0.2882) loss_cl: -0.2787 (-0.2555) [20:09:01.200704] log_dir: ./checkpoint/VF2_ViT-B [20:09:19.484803] Epoch: [205] [ 0/2904] eta: 14:44:54 lr: 0.002132 loss: 0.1841 (0.1841) loss_rec_all: 0.2104 (0.2104) loss_rec_sfr: 0.2190 (0.2190) loss_cl: -0.2783 (-0.2783) time: 18.2834 data: 17.5522 max mem: 29860 [20:09:36.123057] Epoch: [205] [ 20/2904] eta: 1:19:55 lr: 0.002132 loss: 0.1849 (0.1940) loss_rec_all: 0.2107 (0.2199) loss_rec_sfr: 0.2703 (0.2837) loss_cl: -0.2787 (-0.2783) time: 0.8319 data: 0.0002 max mem: 29860 [20:09:51.014921] Epoch: [205] [ 40/2904] eta: 0:57:59 lr: 0.002131 loss: 0.1840 (0.1931) loss_rec_all: 0.2102 (0.2189) loss_rec_sfr: 0.2558 (0.2805) loss_cl: -0.2783 (-0.2783) time: 0.7446 data: 0.0002 max mem: 29860 [20:10:05.910138] Epoch: [205] [ 60/2904] eta: 0:50:16 lr: 0.002131 loss: 0.1838 (0.1923) loss_rec_all: 0.2100 (0.2182) loss_rec_sfr: 0.2697 (0.2793) loss_cl: -0.2785 (-0.2783) time: 0.7447 data: 0.0002 max mem: 29860 [20:10:20.806194] Epoch: [205] [ 80/2904] eta: 0:46:15 lr: 0.002131 loss: 0.1873 (0.1929) loss_rec_all: 0.2136 (0.2188) loss_rec_sfr: 0.2627 (0.2796) loss_cl: -0.2791 (-0.2785) time: 0.7448 data: 0.0002 max mem: 29860 [20:10:35.738228] Epoch: [205] [ 100/2904] eta: 0:43:44 lr: 0.002131 loss: 0.1790 (0.1930) loss_rec_all: 0.2051 (0.2189) loss_rec_sfr: 0.2663 (0.2811) loss_cl: -0.2802 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [20:10:50.664155] Epoch: [205] [ 120/2904] eta: 0:41:58 lr: 0.002131 loss: 0.1815 (0.1925) loss_rec_all: 0.2078 (0.2184) loss_rec_sfr: 0.2686 (0.2811) loss_cl: -0.2790 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [20:11:05.590721] Epoch: [205] [ 140/2904] eta: 0:40:38 lr: 0.002131 loss: 0.1864 (0.1931) loss_rec_all: 0.2126 (0.2190) loss_rec_sfr: 0.2536 (0.2822) loss_cl: -0.2778 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [20:11:20.511544] Epoch: [205] [ 160/2904] eta: 0:39:34 lr: 0.002131 loss: 0.1839 (0.1934) loss_rec_all: 0.2103 (0.2193) loss_rec_sfr: 0.2679 (0.2825) loss_cl: -0.2780 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [20:11:35.448441] Epoch: [205] [ 180/2904] eta: 0:38:41 lr: 0.002131 loss: 0.1838 (0.1930) loss_rec_all: 0.2097 (0.2189) loss_rec_sfr: 0.2633 (0.2821) loss_cl: -0.2800 (-0.2787) time: 0.7468 data: 0.0002 max mem: 29860 [20:11:50.413014] Epoch: [205] [ 200/2904] eta: 0:37:56 lr: 0.002131 loss: 0.1825 (0.1923) loss_rec_all: 0.2082 (0.2182) loss_rec_sfr: 0.2627 (0.2801) loss_cl: -0.2791 (-0.2788) time: 0.7482 data: 0.0002 max mem: 29860 [20:12:05.346765] Epoch: [205] [ 220/2904] eta: 0:37:16 lr: 0.002131 loss: 0.1827 (0.1923) loss_rec_all: 0.2090 (0.2182) loss_rec_sfr: 0.2773 (0.2807) loss_cl: -0.2793 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [20:12:20.273743] Epoch: [205] [ 240/2904] eta: 0:36:40 lr: 0.002131 loss: 0.1860 (0.1930) loss_rec_all: 0.2123 (0.2189) loss_rec_sfr: 0.2679 (0.2826) loss_cl: -0.2785 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [20:12:35.203382] Epoch: [205] [ 260/2904] eta: 0:36:07 lr: 0.002131 loss: 0.1866 (0.1933) loss_rec_all: 0.2127 (0.2192) loss_rec_sfr: 0.2684 (0.2828) loss_cl: -0.2782 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [20:12:50.130440] Epoch: [205] [ 280/2904] eta: 0:35:37 lr: 0.002131 loss: 0.1858 (0.1932) loss_rec_all: 0.2116 (0.2191) loss_rec_sfr: 0.2677 (0.2821) loss_cl: -0.2790 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [20:13:05.053843] Epoch: [205] [ 300/2904] eta: 0:35:09 lr: 0.002131 loss: 0.1829 (0.1930) loss_rec_all: 0.2090 (0.2189) loss_rec_sfr: 0.2624 (0.2814) loss_cl: -0.2790 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [20:13:19.975221] Epoch: [205] [ 320/2904] eta: 0:34:42 lr: 0.002131 loss: 0.1838 (0.1930) loss_rec_all: 0.2100 (0.2189) loss_rec_sfr: 0.2748 (0.2819) loss_cl: -0.2786 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [20:13:34.947988] Epoch: [205] [ 340/2904] eta: 0:34:18 lr: 0.002131 loss: 0.1866 (0.1939) loss_rec_all: 0.2127 (0.2198) loss_rec_sfr: 0.2761 (0.2849) loss_cl: -0.2795 (-0.2788) time: 0.7486 data: 0.0002 max mem: 29860 [20:13:49.879527] Epoch: [205] [ 360/2904] eta: 0:33:54 lr: 0.002131 loss: 0.1853 (0.1938) loss_rec_all: 0.2114 (0.2197) loss_rec_sfr: 0.2728 (0.2849) loss_cl: -0.2791 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [20:14:04.807101] Epoch: [205] [ 380/2904] eta: 0:33:31 lr: 0.002131 loss: 0.1809 (0.1937) loss_rec_all: 0.2066 (0.2196) loss_rec_sfr: 0.2774 (0.2852) loss_cl: -0.2780 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [20:14:19.744897] Epoch: [205] [ 400/2904] eta: 0:33:08 lr: 0.002131 loss: 0.1816 (0.1937) loss_rec_all: 0.2077 (0.2195) loss_rec_sfr: 0.2686 (0.2853) loss_cl: -0.2784 (-0.2787) time: 0.7468 data: 0.0002 max mem: 29860 [20:14:34.677698] Epoch: [205] [ 420/2904] eta: 0:32:47 lr: 0.002131 loss: 0.1850 (0.1939) loss_rec_all: 0.2115 (0.2198) loss_rec_sfr: 0.2776 (0.2862) loss_cl: -0.2793 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [20:14:49.592477] Epoch: [205] [ 440/2904] eta: 0:32:26 lr: 0.002131 loss: 0.1856 (0.1944) loss_rec_all: 0.2120 (0.2203) loss_rec_sfr: 0.2581 (0.2875) loss_cl: -0.2793 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [20:15:04.514217] Epoch: [205] [ 460/2904] eta: 0:32:06 lr: 0.002131 loss: 0.1847 (0.1944) loss_rec_all: 0.2106 (0.2203) loss_rec_sfr: 0.2727 (0.2875) loss_cl: -0.2779 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [20:15:19.435216] Epoch: [205] [ 480/2904] eta: 0:31:46 lr: 0.002131 loss: 0.1873 (0.1950) loss_rec_all: 0.2131 (0.2209) loss_rec_sfr: 0.2954 (0.2900) loss_cl: -0.2786 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [20:15:34.362209] Epoch: [205] [ 500/2904] eta: 0:31:26 lr: 0.002131 loss: 0.1869 (0.1951) loss_rec_all: 0.2127 (0.2209) loss_rec_sfr: 0.2722 (0.2902) loss_cl: -0.2784 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [20:15:49.298461] Epoch: [205] [ 520/2904] eta: 0:31:07 lr: 0.002131 loss: 0.1847 (0.1952) loss_rec_all: 0.2109 (0.2211) loss_rec_sfr: 0.2668 (0.2906) loss_cl: -0.2786 (-0.2787) time: 0.7468 data: 0.0002 max mem: 29860 [20:16:04.220427] Epoch: [205] [ 540/2904] eta: 0:30:48 lr: 0.002131 loss: 0.1821 (0.1952) loss_rec_all: 0.2080 (0.2210) loss_rec_sfr: 0.2675 (0.2904) loss_cl: -0.2797 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [20:16:19.150755] Epoch: [205] [ 560/2904] eta: 0:30:29 lr: 0.002131 loss: 0.1937 (0.1955) loss_rec_all: 0.2197 (0.2213) loss_rec_sfr: 0.2708 (0.2910) loss_cl: -0.2782 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [20:16:34.079396] Epoch: [205] [ 580/2904] eta: 0:30:11 lr: 0.002131 loss: 0.1858 (0.1954) loss_rec_all: 0.2119 (0.2212) loss_rec_sfr: 0.2801 (0.2908) loss_cl: -0.2787 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [20:16:49.013408] Epoch: [205] [ 600/2904] eta: 0:29:53 lr: 0.002131 loss: 0.1892 (0.1958) loss_rec_all: 0.2152 (0.2216) loss_rec_sfr: 0.2782 (0.2919) loss_cl: -0.2787 (-0.2787) time: 0.7467 data: 0.0002 max mem: 29860 [20:17:03.958766] Epoch: [205] [ 620/2904] eta: 0:29:35 lr: 0.002131 loss: 0.1936 (0.1962) loss_rec_all: 0.2197 (0.2220) loss_rec_sfr: 0.2767 (0.2929) loss_cl: -0.2792 (-0.2787) time: 0.7472 data: 0.0002 max mem: 29860 [20:17:18.891783] Epoch: [205] [ 640/2904] eta: 0:29:17 lr: 0.002131 loss: 0.1841 (0.1960) loss_rec_all: 0.2103 (0.2218) loss_rec_sfr: 0.2605 (0.2921) loss_cl: -0.2800 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [20:17:33.816004] Epoch: [205] [ 660/2904] eta: 0:29:00 lr: 0.002131 loss: 0.1867 (0.1958) loss_rec_all: 0.2125 (0.2217) loss_rec_sfr: 0.2726 (0.2917) loss_cl: -0.2789 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [20:17:48.741995] Epoch: [205] [ 680/2904] eta: 0:28:42 lr: 0.002131 loss: 0.1908 (0.1959) loss_rec_all: 0.2169 (0.2217) loss_rec_sfr: 0.2555 (0.2916) loss_cl: -0.2782 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [20:18:03.661584] Epoch: [205] [ 700/2904] eta: 0:28:25 lr: 0.002131 loss: 0.1868 (0.1961) loss_rec_all: 0.2128 (0.2219) loss_rec_sfr: 0.2837 (0.2925) loss_cl: -0.2779 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [20:18:18.591396] Epoch: [205] [ 720/2904] eta: 0:28:08 lr: 0.002131 loss: 0.1863 (0.1960) loss_rec_all: 0.2125 (0.2218) loss_rec_sfr: 0.2521 (0.2921) loss_cl: -0.2787 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [20:18:33.514072] Epoch: [205] [ 740/2904] eta: 0:27:51 lr: 0.002131 loss: 0.1865 (0.1960) loss_rec_all: 0.2128 (0.2219) loss_rec_sfr: 0.2723 (0.2922) loss_cl: -0.2795 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [20:18:48.434270] Epoch: [205] [ 760/2904] eta: 0:27:34 lr: 0.002131 loss: 0.1836 (0.1960) loss_rec_all: 0.2097 (0.2218) loss_rec_sfr: 0.2402 (0.2918) loss_cl: -0.2787 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [20:19:03.354895] Epoch: [205] [ 780/2904] eta: 0:27:17 lr: 0.002131 loss: 0.1856 (0.1961) loss_rec_all: 0.2116 (0.2219) loss_rec_sfr: 0.2749 (0.2920) loss_cl: -0.2792 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [20:19:18.275716] Epoch: [205] [ 800/2904] eta: 0:27:00 lr: 0.002131 loss: 0.1833 (0.1961) loss_rec_all: 0.2091 (0.2219) loss_rec_sfr: 0.2702 (0.2922) loss_cl: -0.2788 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [20:19:33.195994] Epoch: [205] [ 820/2904] eta: 0:26:44 lr: 0.002131 loss: 0.1872 (0.1963) loss_rec_all: 0.2135 (0.2221) loss_rec_sfr: 0.2750 (0.2930) loss_cl: -0.2788 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [20:19:48.120079] Epoch: [205] [ 840/2904] eta: 0:26:27 lr: 0.002131 loss: 0.1835 (0.1961) loss_rec_all: 0.2098 (0.2219) loss_rec_sfr: 0.2753 (0.2924) loss_cl: -0.2787 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [20:20:03.041391] Epoch: [205] [ 860/2904] eta: 0:26:11 lr: 0.002131 loss: 0.1811 (0.1958) loss_rec_all: 0.2074 (0.2217) loss_rec_sfr: 0.2685 (0.2917) loss_cl: -0.2787 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [20:20:17.963750] Epoch: [205] [ 880/2904] eta: 0:25:54 lr: 0.002131 loss: 0.1874 (0.1960) loss_rec_all: 0.2137 (0.2219) loss_rec_sfr: 0.2708 (0.2922) loss_cl: -0.2785 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [20:20:32.887847] Epoch: [205] [ 900/2904] eta: 0:25:38 lr: 0.002131 loss: 0.1820 (0.1961) loss_rec_all: 0.2083 (0.2219) loss_rec_sfr: 0.2835 (0.2926) loss_cl: -0.2789 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [20:20:47.813901] Epoch: [205] [ 920/2904] eta: 0:25:22 lr: 0.002131 loss: 0.1848 (0.1961) loss_rec_all: 0.2111 (0.2219) loss_rec_sfr: 0.2666 (0.2923) loss_cl: -0.2793 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [20:21:02.747432] Epoch: [205] [ 940/2904] eta: 0:25:05 lr: 0.002131 loss: 0.1882 (0.1961) loss_rec_all: 0.2144 (0.2220) loss_rec_sfr: 0.2769 (0.2926) loss_cl: -0.2796 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [20:21:17.663941] Epoch: [205] [ 960/2904] eta: 0:24:49 lr: 0.002130 loss: 0.1850 (0.1960) loss_rec_all: 0.2114 (0.2219) loss_rec_sfr: 0.2677 (0.2921) loss_cl: -0.2793 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [20:21:32.584332] Epoch: [205] [ 980/2904] eta: 0:24:33 lr: 0.002130 loss: 0.1849 (0.1961) loss_rec_all: 0.2111 (0.2219) loss_rec_sfr: 0.2791 (0.2924) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [20:21:47.502923] Epoch: [205] [1000/2904] eta: 0:24:17 lr: 0.002130 loss: 0.1891 (0.1962) loss_rec_all: 0.2150 (0.2221) loss_rec_sfr: 0.2722 (0.2927) loss_cl: -0.2781 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [20:22:02.423876] Epoch: [205] [1020/2904] eta: 0:24:01 lr: 0.002130 loss: 0.1892 (0.1964) loss_rec_all: 0.2155 (0.2222) loss_rec_sfr: 0.2678 (0.2929) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [20:22:17.342972] Epoch: [205] [1040/2904] eta: 0:23:45 lr: 0.002130 loss: 0.1840 (0.1962) loss_rec_all: 0.2098 (0.2221) loss_rec_sfr: 0.2809 (0.2927) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [20:22:32.264471] Epoch: [205] [1060/2904] eta: 0:23:29 lr: 0.002130 loss: 0.1845 (0.1962) loss_rec_all: 0.2109 (0.2220) loss_rec_sfr: 0.2715 (0.2925) loss_cl: -0.2786 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [20:22:47.185472] Epoch: [205] [1080/2904] eta: 0:23:13 lr: 0.002130 loss: 0.1891 (0.1964) loss_rec_all: 0.2152 (0.2222) loss_rec_sfr: 0.2739 (0.2933) loss_cl: -0.2796 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [20:23:02.115044] Epoch: [205] [1100/2904] eta: 0:22:57 lr: 0.002130 loss: 0.1875 (0.1963) loss_rec_all: 0.2134 (0.2222) loss_rec_sfr: 0.2709 (0.2930) loss_cl: -0.2792 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [20:23:17.041348] Epoch: [205] [1120/2904] eta: 0:22:41 lr: 0.002130 loss: 0.1856 (0.1963) loss_rec_all: 0.2115 (0.2221) loss_rec_sfr: 0.2760 (0.2929) loss_cl: -0.2791 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [20:23:31.973046] Epoch: [205] [1140/2904] eta: 0:22:26 lr: 0.002130 loss: 0.1859 (0.1962) loss_rec_all: 0.2118 (0.2221) loss_rec_sfr: 0.2685 (0.2926) loss_cl: -0.2787 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [20:23:46.886163] Epoch: [205] [1160/2904] eta: 0:22:10 lr: 0.002130 loss: 0.1884 (0.1963) loss_rec_all: 0.2143 (0.2221) loss_rec_sfr: 0.2719 (0.2927) loss_cl: -0.2783 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [20:24:01.795561] Epoch: [205] [1180/2904] eta: 0:21:54 lr: 0.002130 loss: 0.1845 (0.1963) loss_rec_all: 0.2104 (0.2221) loss_rec_sfr: 0.2701 (0.2927) loss_cl: -0.2783 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [20:24:16.712034] Epoch: [205] [1200/2904] eta: 0:21:38 lr: 0.002130 loss: 0.1873 (0.1963) loss_rec_all: 0.2134 (0.2221) loss_rec_sfr: 0.2696 (0.2928) loss_cl: -0.2794 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [20:24:31.631064] Epoch: [205] [1220/2904] eta: 0:21:23 lr: 0.002130 loss: 0.1837 (0.1963) loss_rec_all: 0.2097 (0.2221) loss_rec_sfr: 0.2810 (0.2931) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [20:24:46.551964] Epoch: [205] [1240/2904] eta: 0:21:07 lr: 0.002130 loss: 0.1838 (0.1962) loss_rec_all: 0.2102 (0.2220) loss_rec_sfr: 0.2599 (0.2925) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [20:25:01.470873] Epoch: [205] [1260/2904] eta: 0:20:51 lr: 0.002130 loss: 0.1836 (0.1960) loss_rec_all: 0.2095 (0.2219) loss_rec_sfr: 0.2435 (0.2919) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [20:25:16.391405] Epoch: [205] [1280/2904] eta: 0:20:36 lr: 0.002130 loss: 0.1820 (0.1959) loss_rec_all: 0.2082 (0.2217) loss_rec_sfr: 0.2386 (0.2914) loss_cl: -0.2800 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [20:25:31.311143] Epoch: [205] [1300/2904] eta: 0:20:20 lr: 0.002130 loss: 0.1818 (0.1958) loss_rec_all: 0.2078 (0.2216) loss_rec_sfr: 0.2747 (0.2912) loss_cl: -0.2794 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [20:25:46.226224] Epoch: [205] [1320/2904] eta: 0:20:05 lr: 0.002130 loss: 0.1845 (0.1958) loss_rec_all: 0.2106 (0.2217) loss_rec_sfr: 0.2764 (0.2914) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [20:26:01.153812] Epoch: [205] [1340/2904] eta: 0:19:49 lr: 0.002130 loss: 0.1864 (0.1959) loss_rec_all: 0.2123 (0.2218) loss_rec_sfr: 0.2715 (0.2918) loss_cl: -0.2786 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [20:26:16.074119] Epoch: [205] [1360/2904] eta: 0:19:33 lr: 0.002130 loss: 0.1861 (0.1960) loss_rec_all: 0.2121 (0.2218) loss_rec_sfr: 0.2685 (0.2919) loss_cl: -0.2795 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [20:26:30.993082] Epoch: [205] [1380/2904] eta: 0:19:18 lr: 0.002130 loss: 0.1877 (0.1960) loss_rec_all: 0.2136 (0.2219) loss_rec_sfr: 0.2832 (0.2922) loss_cl: -0.2781 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [20:26:45.911834] Epoch: [205] [1400/2904] eta: 0:19:02 lr: 0.002130 loss: 0.1851 (0.1961) loss_rec_all: 0.2116 (0.2219) loss_rec_sfr: 0.2738 (0.2923) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [20:27:00.835318] Epoch: [205] [1420/2904] eta: 0:18:47 lr: 0.002130 loss: 0.1853 (0.1961) loss_rec_all: 0.2112 (0.2219) loss_rec_sfr: 0.2693 (0.2923) loss_cl: -0.2790 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [20:27:15.755787] Epoch: [205] [1440/2904] eta: 0:18:31 lr: 0.002130 loss: 0.1879 (0.1962) loss_rec_all: 0.2139 (0.2220) loss_rec_sfr: 0.2642 (0.2925) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [20:27:30.674286] Epoch: [205] [1460/2904] eta: 0:18:16 lr: 0.002130 loss: 0.1864 (0.1961) loss_rec_all: 0.2126 (0.2220) loss_rec_sfr: 0.2449 (0.2923) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [20:27:45.590396] Epoch: [205] [1480/2904] eta: 0:18:01 lr: 0.002130 loss: 0.1842 (0.1961) loss_rec_all: 0.2101 (0.2219) loss_rec_sfr: 0.2651 (0.2920) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [20:28:00.505037] Epoch: [205] [1500/2904] eta: 0:17:45 lr: 0.002130 loss: 0.1848 (0.1961) loss_rec_all: 0.2106 (0.2219) loss_rec_sfr: 0.2610 (0.2921) loss_cl: -0.2782 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [20:28:15.428740] Epoch: [205] [1520/2904] eta: 0:17:30 lr: 0.002130 loss: 0.1865 (0.1962) loss_rec_all: 0.2123 (0.2221) loss_rec_sfr: 0.2719 (0.2925) loss_cl: -0.2781 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [20:28:30.347771] Epoch: [205] [1540/2904] eta: 0:17:14 lr: 0.002130 loss: 0.1865 (0.1962) loss_rec_all: 0.2126 (0.2221) loss_rec_sfr: 0.2632 (0.2925) loss_cl: -0.2783 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [20:28:45.262430] Epoch: [205] [1560/2904] eta: 0:16:59 lr: 0.002130 loss: 0.1869 (0.1962) loss_rec_all: 0.2127 (0.2220) loss_rec_sfr: 0.2625 (0.2924) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [20:29:00.183043] Epoch: [205] [1580/2904] eta: 0:16:44 lr: 0.002130 loss: 0.1841 (0.1962) loss_rec_all: 0.2103 (0.2220) loss_rec_sfr: 0.2716 (0.2923) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [20:29:15.108115] Epoch: [205] [1600/2904] eta: 0:16:28 lr: 0.002130 loss: 0.1855 (0.1962) loss_rec_all: 0.2119 (0.2220) loss_rec_sfr: 0.2488 (0.2923) loss_cl: -0.2791 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [20:29:30.025220] Epoch: [205] [1620/2904] eta: 0:16:13 lr: 0.002130 loss: 0.1839 (0.1962) loss_rec_all: 0.2097 (0.2220) loss_rec_sfr: 0.2710 (0.2923) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [20:29:44.942319] Epoch: [205] [1640/2904] eta: 0:15:57 lr: 0.002130 loss: 0.1836 (0.1962) loss_rec_all: 0.2096 (0.2220) loss_rec_sfr: 0.2704 (0.2923) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [20:29:59.865623] Epoch: [205] [1660/2904] eta: 0:15:42 lr: 0.002130 loss: 0.1887 (0.1963) loss_rec_all: 0.2146 (0.2221) loss_rec_sfr: 0.2686 (0.2926) loss_cl: -0.2793 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [20:30:14.792189] Epoch: [205] [1680/2904] eta: 0:15:27 lr: 0.002130 loss: 0.1834 (0.1962) loss_rec_all: 0.2094 (0.2220) loss_rec_sfr: 0.2734 (0.2924) loss_cl: -0.2790 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [20:30:29.713432] Epoch: [205] [1700/2904] eta: 0:15:11 lr: 0.002130 loss: 0.1861 (0.1961) loss_rec_all: 0.2121 (0.2220) loss_rec_sfr: 0.2650 (0.2922) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [20:30:44.635954] Epoch: [205] [1720/2904] eta: 0:14:56 lr: 0.002130 loss: 0.1851 (0.1961) loss_rec_all: 0.2109 (0.2219) loss_rec_sfr: 0.2584 (0.2919) loss_cl: -0.2784 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [20:30:59.559886] Epoch: [205] [1740/2904] eta: 0:14:41 lr: 0.002130 loss: 0.1871 (0.1961) loss_rec_all: 0.2130 (0.2220) loss_rec_sfr: 0.2850 (0.2922) loss_cl: -0.2785 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [20:31:14.475170] Epoch: [205] [1760/2904] eta: 0:14:26 lr: 0.002130 loss: 0.1875 (0.1961) loss_rec_all: 0.2134 (0.2219) loss_rec_sfr: 0.2794 (0.2921) loss_cl: -0.2794 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [20:31:29.393885] Epoch: [205] [1780/2904] eta: 0:14:10 lr: 0.002130 loss: 0.1833 (0.1960) loss_rec_all: 0.2096 (0.2218) loss_rec_sfr: 0.2326 (0.2917) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [20:31:44.310327] Epoch: [205] [1800/2904] eta: 0:13:55 lr: 0.002130 loss: 0.1881 (0.1960) loss_rec_all: 0.2143 (0.2218) loss_rec_sfr: 0.2553 (0.2915) loss_cl: -0.2777 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [20:31:59.225509] Epoch: [205] [1820/2904] eta: 0:13:40 lr: 0.002130 loss: 0.1864 (0.1959) loss_rec_all: 0.2125 (0.2218) loss_rec_sfr: 0.2617 (0.2911) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [20:32:14.141198] Epoch: [205] [1840/2904] eta: 0:13:24 lr: 0.002130 loss: 0.1866 (0.1959) loss_rec_all: 0.2124 (0.2218) loss_rec_sfr: 0.2742 (0.2912) loss_cl: -0.2795 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [20:32:29.059200] Epoch: [205] [1860/2904] eta: 0:13:09 lr: 0.002130 loss: 0.1843 (0.1959) loss_rec_all: 0.2106 (0.2218) loss_rec_sfr: 0.2586 (0.2911) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [20:32:43.978044] Epoch: [205] [1880/2904] eta: 0:12:54 lr: 0.002130 loss: 0.1829 (0.1959) loss_rec_all: 0.2088 (0.2217) loss_rec_sfr: 0.2704 (0.2910) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [20:32:58.901098] Epoch: [205] [1900/2904] eta: 0:12:39 lr: 0.002129 loss: 0.1857 (0.1959) loss_rec_all: 0.2122 (0.2218) loss_rec_sfr: 0.2637 (0.2910) loss_cl: -0.2786 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [20:33:13.827139] Epoch: [205] [1920/2904] eta: 0:12:24 lr: 0.002129 loss: 0.1889 (0.1959) loss_rec_all: 0.2148 (0.2218) loss_rec_sfr: 0.2693 (0.2909) loss_cl: -0.2788 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [20:33:28.749522] Epoch: [205] [1940/2904] eta: 0:12:08 lr: 0.002129 loss: 0.1909 (0.1959) loss_rec_all: 0.2169 (0.2218) loss_rec_sfr: 0.2736 (0.2909) loss_cl: -0.2797 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [20:33:43.671086] Epoch: [205] [1960/2904] eta: 0:11:53 lr: 0.002129 loss: 0.1834 (0.1959) loss_rec_all: 0.2100 (0.2218) loss_rec_sfr: 0.2651 (0.2908) loss_cl: -0.2800 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [20:33:58.587820] Epoch: [205] [1980/2904] eta: 0:11:38 lr: 0.002129 loss: 0.1887 (0.1959) loss_rec_all: 0.2147 (0.2218) loss_rec_sfr: 0.2656 (0.2908) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [20:34:13.507659] Epoch: [205] [2000/2904] eta: 0:11:23 lr: 0.002129 loss: 0.1874 (0.1960) loss_rec_all: 0.2132 (0.2218) loss_rec_sfr: 0.2654 (0.2909) loss_cl: -0.2779 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [20:34:28.426723] Epoch: [205] [2020/2904] eta: 0:11:07 lr: 0.002129 loss: 0.1881 (0.1960) loss_rec_all: 0.2141 (0.2219) loss_rec_sfr: 0.2768 (0.2911) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [20:34:43.346066] Epoch: [205] [2040/2904] eta: 0:10:52 lr: 0.002129 loss: 0.1877 (0.1961) loss_rec_all: 0.2137 (0.2219) loss_rec_sfr: 0.2635 (0.2911) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [20:34:58.263076] Epoch: [205] [2060/2904] eta: 0:10:37 lr: 0.002129 loss: 0.1881 (0.1960) loss_rec_all: 0.2139 (0.2219) loss_rec_sfr: 0.2844 (0.2911) loss_cl: -0.2793 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [20:35:13.181468] Epoch: [205] [2080/2904] eta: 0:10:22 lr: 0.002129 loss: 0.1853 (0.1960) loss_rec_all: 0.2113 (0.2219) loss_rec_sfr: 0.2765 (0.2911) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [20:35:28.096340] Epoch: [205] [2100/2904] eta: 0:10:07 lr: 0.002129 loss: 0.1880 (0.1960) loss_rec_all: 0.2142 (0.2219) loss_rec_sfr: 0.2674 (0.2911) loss_cl: -0.2795 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [20:35:43.011230] Epoch: [205] [2120/2904] eta: 0:09:52 lr: 0.002129 loss: 0.1869 (0.1961) loss_rec_all: 0.2129 (0.2219) loss_rec_sfr: 0.2751 (0.2911) loss_cl: -0.2793 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [20:35:57.930243] Epoch: [205] [2140/2904] eta: 0:09:36 lr: 0.002129 loss: 0.1844 (0.1960) loss_rec_all: 0.2105 (0.2219) loss_rec_sfr: 0.2751 (0.2911) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [20:36:12.851467] Epoch: [205] [2160/2904] eta: 0:09:21 lr: 0.002129 loss: 0.1858 (0.1959) loss_rec_all: 0.2120 (0.2218) loss_rec_sfr: 0.2698 (0.2908) loss_cl: -0.2794 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [20:36:27.771083] Epoch: [205] [2180/2904] eta: 0:09:06 lr: 0.002129 loss: 0.1890 (0.1959) loss_rec_all: 0.2151 (0.2218) loss_rec_sfr: 0.2747 (0.2909) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [20:36:42.701209] Epoch: [205] [2200/2904] eta: 0:08:51 lr: 0.002129 loss: 0.1859 (0.1959) loss_rec_all: 0.2123 (0.2217) loss_rec_sfr: 0.2682 (0.2907) loss_cl: -0.2787 (-0.2788) time: 0.7465 data: 0.0003 max mem: 29860 [20:36:57.622636] Epoch: [205] [2220/2904] eta: 0:08:36 lr: 0.002129 loss: 0.1853 (0.1958) loss_rec_all: 0.2112 (0.2216) loss_rec_sfr: 0.2662 (0.2904) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [20:37:12.536016] Epoch: [205] [2240/2904] eta: 0:08:21 lr: 0.002129 loss: 0.1943 (0.1959) loss_rec_all: 0.2204 (0.2217) loss_rec_sfr: 0.2767 (0.2907) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [20:37:27.449864] Epoch: [205] [2260/2904] eta: 0:08:05 lr: 0.002129 loss: 0.1843 (0.1959) loss_rec_all: 0.2103 (0.2217) loss_rec_sfr: 0.2741 (0.2906) loss_cl: -0.2798 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [20:37:42.366620] Epoch: [205] [2280/2904] eta: 0:07:50 lr: 0.002129 loss: 0.1855 (0.1958) loss_rec_all: 0.2119 (0.2217) loss_rec_sfr: 0.2783 (0.2907) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [20:37:57.279470] Epoch: [205] [2300/2904] eta: 0:07:35 lr: 0.002129 loss: 0.1851 (0.1958) loss_rec_all: 0.2110 (0.2216) loss_rec_sfr: 0.2632 (0.2905) loss_cl: -0.2784 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [20:38:12.189606] Epoch: [205] [2320/2904] eta: 0:07:20 lr: 0.002129 loss: 0.1847 (0.1958) loss_rec_all: 0.2105 (0.2216) loss_rec_sfr: 0.2367 (0.2904) loss_cl: -0.2784 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [20:38:27.097880] Epoch: [205] [2340/2904] eta: 0:07:05 lr: 0.002129 loss: 0.1850 (0.1958) loss_rec_all: 0.2109 (0.2216) loss_rec_sfr: 0.2571 (0.2903) loss_cl: -0.2786 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [20:38:42.012689] Epoch: [205] [2360/2904] eta: 0:06:50 lr: 0.002129 loss: 0.1892 (0.1958) loss_rec_all: 0.2151 (0.2217) loss_rec_sfr: 0.2774 (0.2904) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [20:38:56.925427] Epoch: [205] [2380/2904] eta: 0:06:35 lr: 0.002129 loss: 0.1852 (0.1957) loss_rec_all: 0.2111 (0.2216) loss_rec_sfr: 0.2653 (0.2900) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [20:39:11.837545] Epoch: [205] [2400/2904] eta: 0:06:20 lr: 0.002129 loss: 0.1846 (0.1957) loss_rec_all: 0.2109 (0.2216) loss_rec_sfr: 0.2569 (0.2900) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [20:39:26.751506] Epoch: [205] [2420/2904] eta: 0:06:04 lr: 0.002129 loss: 0.1868 (0.1957) loss_rec_all: 0.2129 (0.2216) loss_rec_sfr: 0.2761 (0.2901) loss_cl: -0.2797 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [20:39:41.653368] Epoch: [205] [2440/2904] eta: 0:05:49 lr: 0.002129 loss: 0.1860 (0.1958) loss_rec_all: 0.2119 (0.2216) loss_rec_sfr: 0.2735 (0.2904) loss_cl: -0.2789 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [20:39:56.559807] Epoch: [205] [2460/2904] eta: 0:05:34 lr: 0.002129 loss: 0.1834 (0.1957) loss_rec_all: 0.2095 (0.2216) loss_rec_sfr: 0.2628 (0.2902) loss_cl: -0.2789 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [20:40:11.467336] Epoch: [205] [2480/2904] eta: 0:05:19 lr: 0.002129 loss: 0.1863 (0.1958) loss_rec_all: 0.2121 (0.2216) loss_rec_sfr: 0.2630 (0.2903) loss_cl: -0.2783 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [20:40:26.368053] Epoch: [205] [2500/2904] eta: 0:05:04 lr: 0.002129 loss: 0.1839 (0.1957) loss_rec_all: 0.2100 (0.2215) loss_rec_sfr: 0.2627 (0.2900) loss_cl: -0.2784 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [20:40:41.267967] Epoch: [205] [2520/2904] eta: 0:04:49 lr: 0.002129 loss: 0.1827 (0.1957) loss_rec_all: 0.2087 (0.2215) loss_rec_sfr: 0.2716 (0.2899) loss_cl: -0.2788 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [20:40:56.167239] Epoch: [205] [2540/2904] eta: 0:04:34 lr: 0.002129 loss: 0.1818 (0.1956) loss_rec_all: 0.2082 (0.2214) loss_rec_sfr: 0.2673 (0.2897) loss_cl: -0.2786 (-0.2788) time: 0.7449 data: 0.0002 max mem: 29860 [20:41:11.074379] Epoch: [205] [2560/2904] eta: 0:04:19 lr: 0.002129 loss: 0.1873 (0.1956) loss_rec_all: 0.2131 (0.2215) loss_rec_sfr: 0.2605 (0.2898) loss_cl: -0.2796 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [20:41:25.977442] Epoch: [205] [2580/2904] eta: 0:04:04 lr: 0.002129 loss: 0.1852 (0.1957) loss_rec_all: 0.2116 (0.2215) loss_rec_sfr: 0.2709 (0.2900) loss_cl: -0.2795 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [20:41:40.884540] Epoch: [205] [2600/2904] eta: 0:03:49 lr: 0.002129 loss: 0.1856 (0.1957) loss_rec_all: 0.2121 (0.2215) loss_rec_sfr: 0.2653 (0.2900) loss_cl: -0.2790 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [20:41:55.795401] Epoch: [205] [2620/2904] eta: 0:03:33 lr: 0.002129 loss: 0.1883 (0.1957) loss_rec_all: 0.2140 (0.2216) loss_rec_sfr: 0.2866 (0.2902) loss_cl: -0.2782 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [20:42:10.706321] Epoch: [205] [2640/2904] eta: 0:03:18 lr: 0.002129 loss: 0.1854 (0.1958) loss_rec_all: 0.2118 (0.2216) loss_rec_sfr: 0.2739 (0.2903) loss_cl: -0.2783 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [20:42:25.613209] Epoch: [205] [2660/2904] eta: 0:03:03 lr: 0.002129 loss: 0.1876 (0.1958) loss_rec_all: 0.2134 (0.2216) loss_rec_sfr: 0.2708 (0.2902) loss_cl: -0.2788 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [20:42:40.513562] Epoch: [205] [2680/2904] eta: 0:02:48 lr: 0.002129 loss: 0.1861 (0.1957) loss_rec_all: 0.2120 (0.2216) loss_rec_sfr: 0.2833 (0.2902) loss_cl: -0.2792 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [20:42:55.416279] Epoch: [205] [2700/2904] eta: 0:02:33 lr: 0.002129 loss: 0.1837 (0.1957) loss_rec_all: 0.2098 (0.2216) loss_rec_sfr: 0.2715 (0.2902) loss_cl: -0.2786 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [20:43:10.319265] Epoch: [205] [2720/2904] eta: 0:02:18 lr: 0.002129 loss: 0.1823 (0.1956) loss_rec_all: 0.2084 (0.2215) loss_rec_sfr: 0.2363 (0.2899) loss_cl: -0.2781 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [20:43:25.227505] Epoch: [205] [2740/2904] eta: 0:02:03 lr: 0.002129 loss: 0.1882 (0.1957) loss_rec_all: 0.2142 (0.2215) loss_rec_sfr: 0.2709 (0.2900) loss_cl: -0.2782 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [20:43:40.140386] Epoch: [205] [2760/2904] eta: 0:01:48 lr: 0.002129 loss: 0.1830 (0.1957) loss_rec_all: 0.2093 (0.2215) loss_rec_sfr: 0.2793 (0.2900) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [20:43:55.044038] Epoch: [205] [2780/2904] eta: 0:01:33 lr: 0.002129 loss: 0.1838 (0.1957) loss_rec_all: 0.2104 (0.2215) loss_rec_sfr: 0.2602 (0.2900) loss_cl: -0.2798 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [20:44:09.952011] Epoch: [205] [2800/2904] eta: 0:01:18 lr: 0.002129 loss: 0.1898 (0.1957) loss_rec_all: 0.2159 (0.2216) loss_rec_sfr: 0.2876 (0.2902) loss_cl: -0.2790 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [20:44:24.856010] Epoch: [205] [2820/2904] eta: 0:01:03 lr: 0.002128 loss: 0.1841 (0.1956) loss_rec_all: 0.2104 (0.2215) loss_rec_sfr: 0.2728 (0.2901) loss_cl: -0.2787 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [20:44:39.806678] Epoch: [205] [2840/2904] eta: 0:00:48 lr: 0.002128 loss: 0.1853 (0.1957) loss_rec_all: 0.2114 (0.2215) loss_rec_sfr: 0.2715 (0.2901) loss_cl: -0.2786 (-0.2788) time: 0.7475 data: 0.0024 max mem: 29860 [20:44:54.690581] Epoch: [205] [2860/2904] eta: 0:00:33 lr: 0.002128 loss: 0.1850 (0.1956) loss_rec_all: 0.2109 (0.2214) loss_rec_sfr: 0.2741 (0.2900) loss_cl: -0.2791 (-0.2788) time: 0.7441 data: 0.0001 max mem: 29860 [20:45:09.575330] Epoch: [205] [2880/2904] eta: 0:00:18 lr: 0.002128 loss: 0.1879 (0.1956) loss_rec_all: 0.2138 (0.2215) loss_rec_sfr: 0.2749 (0.2900) loss_cl: -0.2788 (-0.2788) time: 0.7442 data: 0.0001 max mem: 29860 [20:45:24.468053] Epoch: [205] [2900/2904] eta: 0:00:03 lr: 0.002128 loss: 0.1835 (0.1956) loss_rec_all: 0.2094 (0.2215) loss_rec_sfr: 0.2743 (0.2900) loss_cl: -0.2793 (-0.2788) time: 0.7446 data: 0.0001 max mem: 29860 [20:45:26.708657] Epoch: [205] [2903/2904] eta: 0:00:00 lr: 0.002128 loss: 0.1865 (0.1956) loss_rec_all: 0.2130 (0.2215) loss_rec_sfr: 0.2727 (0.2901) loss_cl: -0.2793 (-0.2788) time: 0.7445 data: 0.0001 max mem: 29860 [20:45:28.901060] Epoch: [205] Total time: 0:36:27 (0.7533 s / it) [20:45:28.904700] Averaged stats: lr: 0.002128 loss: 0.1865 (0.1976) loss_rec_all: 0.2130 (0.2211) loss_rec_sfr: 0.2727 (0.2872) loss_cl: -0.2793 (-0.2556) [20:45:28.909810] log_dir: ./checkpoint/VF2_ViT-B [20:45:44.660548] Epoch: [206] [ 0/2904] eta: 12:42:17 lr: 0.002128 loss: 0.1688 (0.1688) loss_rec_all: 0.1954 (0.1954) loss_rec_sfr: 0.1931 (0.1931) loss_cl: -0.2793 (-0.2793) time: 15.7498 data: 14.9921 max mem: 29860 [20:46:02.254880] Epoch: [206] [ 20/2904] eta: 1:16:19 lr: 0.002128 loss: 0.1873 (0.1947) loss_rec_all: 0.2136 (0.2207) loss_rec_sfr: 0.2666 (0.2755) loss_cl: -0.2789 (-0.2790) time: 0.8797 data: 0.1064 max mem: 29860 [20:46:17.131834] Epoch: [206] [ 40/2904] eta: 0:56:08 lr: 0.002128 loss: 0.1841 (0.1912) loss_rec_all: 0.2104 (0.2172) loss_rec_sfr: 0.2611 (0.2664) loss_cl: -0.2788 (-0.2788) time: 0.7438 data: 0.0002 max mem: 29860 [20:46:32.044065] Epoch: [206] [ 60/2904] eta: 0:49:03 lr: 0.002128 loss: 0.1816 (0.1888) loss_rec_all: 0.2076 (0.2149) loss_rec_sfr: 0.2677 (0.2609) loss_cl: -0.2789 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [20:46:46.952342] Epoch: [206] [ 80/2904] eta: 0:45:20 lr: 0.002128 loss: 0.1868 (0.1897) loss_rec_all: 0.2129 (0.2157) loss_rec_sfr: 0.2673 (0.2646) loss_cl: -0.2793 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [20:47:01.859921] Epoch: [206] [ 100/2904] eta: 0:43:00 lr: 0.002128 loss: 0.1917 (0.1926) loss_rec_all: 0.2178 (0.2186) loss_rec_sfr: 0.2674 (0.2752) loss_cl: -0.2786 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [20:47:16.784677] Epoch: [206] [ 120/2904] eta: 0:41:21 lr: 0.002128 loss: 0.1856 (0.1924) loss_rec_all: 0.2114 (0.2183) loss_rec_sfr: 0.2392 (0.2739) loss_cl: -0.2789 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [20:47:31.694778] Epoch: [206] [ 140/2904] eta: 0:40:06 lr: 0.002128 loss: 0.1854 (0.1927) loss_rec_all: 0.2113 (0.2187) loss_rec_sfr: 0.2632 (0.2749) loss_cl: -0.2793 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [20:47:46.616223] Epoch: [206] [ 160/2904] eta: 0:39:06 lr: 0.002128 loss: 0.1847 (0.1938) loss_rec_all: 0.2110 (0.2197) loss_rec_sfr: 0.2790 (0.2795) loss_cl: -0.2794 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [20:48:01.533344] Epoch: [206] [ 180/2904] eta: 0:38:16 lr: 0.002128 loss: 0.1859 (0.1942) loss_rec_all: 0.2118 (0.2201) loss_rec_sfr: 0.2667 (0.2801) loss_cl: -0.2782 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [20:48:16.475243] Epoch: [206] [ 200/2904] eta: 0:37:34 lr: 0.002128 loss: 0.1872 (0.1946) loss_rec_all: 0.2132 (0.2205) loss_rec_sfr: 0.2681 (0.2809) loss_cl: -0.2778 (-0.2787) time: 0.7470 data: 0.0002 max mem: 29860 [20:48:31.381731] Epoch: [206] [ 220/2904] eta: 0:36:55 lr: 0.002128 loss: 0.1835 (0.1942) loss_rec_all: 0.2099 (0.2201) loss_rec_sfr: 0.2705 (0.2808) loss_cl: -0.2790 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [20:48:46.297739] Epoch: [206] [ 240/2904] eta: 0:36:21 lr: 0.002128 loss: 0.1845 (0.1946) loss_rec_all: 0.2107 (0.2205) loss_rec_sfr: 0.2695 (0.2821) loss_cl: -0.2795 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [20:49:01.224934] Epoch: [206] [ 260/2904] eta: 0:35:50 lr: 0.002128 loss: 0.1900 (0.1949) loss_rec_all: 0.2161 (0.2208) loss_rec_sfr: 0.2665 (0.2833) loss_cl: -0.2796 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [20:49:16.135976] Epoch: [206] [ 280/2904] eta: 0:35:21 lr: 0.002128 loss: 0.1840 (0.1945) loss_rec_all: 0.2098 (0.2204) loss_rec_sfr: 0.2814 (0.2834) loss_cl: -0.2780 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [20:49:31.052497] Epoch: [206] [ 300/2904] eta: 0:34:54 lr: 0.002128 loss: 0.1832 (0.1941) loss_rec_all: 0.2094 (0.2200) loss_rec_sfr: 0.2059 (0.2810) loss_cl: -0.2780 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [20:49:46.011203] Epoch: [206] [ 320/2904] eta: 0:34:29 lr: 0.002128 loss: 0.1834 (0.1942) loss_rec_all: 0.2093 (0.2201) loss_rec_sfr: 0.2750 (0.2819) loss_cl: -0.2786 (-0.2788) time: 0.7479 data: 0.0002 max mem: 29860 [20:50:00.932256] Epoch: [206] [ 340/2904] eta: 0:34:05 lr: 0.002128 loss: 0.1852 (0.1941) loss_rec_all: 0.2111 (0.2200) loss_rec_sfr: 0.2694 (0.2815) loss_cl: -0.2793 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [20:50:15.845598] Epoch: [206] [ 360/2904] eta: 0:33:41 lr: 0.002128 loss: 0.1852 (0.1946) loss_rec_all: 0.2110 (0.2205) loss_rec_sfr: 0.2826 (0.2836) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [20:50:30.784764] Epoch: [206] [ 380/2904] eta: 0:33:19 lr: 0.002128 loss: 0.1856 (0.1942) loss_rec_all: 0.2117 (0.2201) loss_rec_sfr: 0.2603 (0.2825) loss_cl: -0.2785 (-0.2788) time: 0.7469 data: 0.0002 max mem: 29860 [20:50:45.697723] Epoch: [206] [ 400/2904] eta: 0:32:58 lr: 0.002128 loss: 0.1861 (0.1941) loss_rec_all: 0.2127 (0.2200) loss_rec_sfr: 0.2642 (0.2820) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [20:51:00.778233] Epoch: [206] [ 420/2904] eta: 0:32:37 lr: 0.002128 loss: 0.1850 (0.1941) loss_rec_all: 0.2111 (0.2200) loss_rec_sfr: 0.2634 (0.2816) loss_cl: -0.2787 (-0.2788) time: 0.7540 data: 0.0002 max mem: 29860 [20:51:15.696232] Epoch: [206] [ 440/2904] eta: 0:32:17 lr: 0.002128 loss: 0.1840 (0.1941) loss_rec_all: 0.2105 (0.2200) loss_rec_sfr: 0.2761 (0.2819) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [20:51:30.613348] Epoch: [206] [ 460/2904] eta: 0:31:57 lr: 0.002128 loss: 0.1847 (0.1943) loss_rec_all: 0.2110 (0.2202) loss_rec_sfr: 0.2662 (0.2826) loss_cl: -0.2795 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [20:51:45.535089] Epoch: [206] [ 480/2904] eta: 0:31:37 lr: 0.002128 loss: 0.1834 (0.1942) loss_rec_all: 0.2101 (0.2201) loss_rec_sfr: 0.2466 (0.2819) loss_cl: -0.2800 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [20:52:00.451491] Epoch: [206] [ 500/2904] eta: 0:31:18 lr: 0.002128 loss: 0.1907 (0.1947) loss_rec_all: 0.2163 (0.2206) loss_rec_sfr: 0.2882 (0.2835) loss_cl: -0.2779 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [20:52:15.364461] Epoch: [206] [ 520/2904] eta: 0:30:59 lr: 0.002128 loss: 0.1833 (0.1947) loss_rec_all: 0.2093 (0.2206) loss_rec_sfr: 0.2796 (0.2842) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [20:52:30.289048] Epoch: [206] [ 540/2904] eta: 0:30:41 lr: 0.002128 loss: 0.1830 (0.1945) loss_rec_all: 0.2091 (0.2204) loss_rec_sfr: 0.2359 (0.2828) loss_cl: -0.2785 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [20:52:45.206314] Epoch: [206] [ 560/2904] eta: 0:30:22 lr: 0.002128 loss: 0.1825 (0.1942) loss_rec_all: 0.2086 (0.2201) loss_rec_sfr: 0.2492 (0.2819) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [20:53:00.121509] Epoch: [206] [ 580/2904] eta: 0:30:04 lr: 0.002128 loss: 0.1817 (0.1941) loss_rec_all: 0.2077 (0.2200) loss_rec_sfr: 0.2718 (0.2819) loss_cl: -0.2796 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [20:53:15.038928] Epoch: [206] [ 600/2904] eta: 0:29:46 lr: 0.002128 loss: 0.1830 (0.1943) loss_rec_all: 0.2091 (0.2202) loss_rec_sfr: 0.2612 (0.2821) loss_cl: -0.2799 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [20:53:29.957558] Epoch: [206] [ 620/2904] eta: 0:29:29 lr: 0.002128 loss: 0.1859 (0.1944) loss_rec_all: 0.2123 (0.2203) loss_rec_sfr: 0.2692 (0.2828) loss_cl: -0.2797 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [20:53:44.874757] Epoch: [206] [ 640/2904] eta: 0:29:11 lr: 0.002128 loss: 0.1858 (0.1943) loss_rec_all: 0.2120 (0.2202) loss_rec_sfr: 0.2773 (0.2827) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [20:53:59.788519] Epoch: [206] [ 660/2904] eta: 0:28:54 lr: 0.002128 loss: 0.1831 (0.1941) loss_rec_all: 0.2094 (0.2200) loss_rec_sfr: 0.2656 (0.2821) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [20:54:14.709011] Epoch: [206] [ 680/2904] eta: 0:28:37 lr: 0.002128 loss: 0.1874 (0.1943) loss_rec_all: 0.2135 (0.2202) loss_rec_sfr: 0.2791 (0.2828) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [20:54:29.624899] Epoch: [206] [ 700/2904] eta: 0:28:19 lr: 0.002128 loss: 0.1850 (0.1944) loss_rec_all: 0.2109 (0.2203) loss_rec_sfr: 0.2636 (0.2833) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [20:54:44.541002] Epoch: [206] [ 720/2904] eta: 0:28:02 lr: 0.002128 loss: 0.1856 (0.1946) loss_rec_all: 0.2117 (0.2204) loss_rec_sfr: 0.2736 (0.2839) loss_cl: -0.2795 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [20:54:59.462535] Epoch: [206] [ 740/2904] eta: 0:27:46 lr: 0.002128 loss: 0.1964 (0.1949) loss_rec_all: 0.2223 (0.2208) loss_rec_sfr: 0.2741 (0.2851) loss_cl: -0.2781 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [20:55:14.377228] Epoch: [206] [ 760/2904] eta: 0:27:29 lr: 0.002128 loss: 0.1839 (0.1948) loss_rec_all: 0.2097 (0.2207) loss_rec_sfr: 0.2346 (0.2849) loss_cl: -0.2781 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [20:55:29.291985] Epoch: [206] [ 780/2904] eta: 0:27:12 lr: 0.002128 loss: 0.1818 (0.1947) loss_rec_all: 0.2080 (0.2206) loss_rec_sfr: 0.2726 (0.2848) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [20:55:44.204870] Epoch: [206] [ 800/2904] eta: 0:26:56 lr: 0.002128 loss: 0.1839 (0.1946) loss_rec_all: 0.2104 (0.2205) loss_rec_sfr: 0.2692 (0.2845) loss_cl: -0.2802 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [20:55:59.117022] Epoch: [206] [ 820/2904] eta: 0:26:39 lr: 0.002128 loss: 0.1849 (0.1946) loss_rec_all: 0.2110 (0.2205) loss_rec_sfr: 0.2665 (0.2843) loss_cl: -0.2797 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [20:56:14.041608] Epoch: [206] [ 840/2904] eta: 0:26:23 lr: 0.002127 loss: 0.1874 (0.1949) loss_rec_all: 0.2135 (0.2208) loss_rec_sfr: 0.2831 (0.2851) loss_cl: -0.2785 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [20:56:28.969323] Epoch: [206] [ 860/2904] eta: 0:26:06 lr: 0.002127 loss: 0.1848 (0.1949) loss_rec_all: 0.2111 (0.2207) loss_rec_sfr: 0.2627 (0.2851) loss_cl: -0.2784 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [20:56:43.892735] Epoch: [206] [ 880/2904] eta: 0:25:50 lr: 0.002127 loss: 0.1889 (0.1949) loss_rec_all: 0.2150 (0.2208) loss_rec_sfr: 0.2559 (0.2850) loss_cl: -0.2789 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [20:56:58.812041] Epoch: [206] [ 900/2904] eta: 0:25:34 lr: 0.002127 loss: 0.1858 (0.1948) loss_rec_all: 0.2116 (0.2207) loss_rec_sfr: 0.2656 (0.2849) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [20:57:13.728796] Epoch: [206] [ 920/2904] eta: 0:25:18 lr: 0.002127 loss: 0.1816 (0.1949) loss_rec_all: 0.2075 (0.2207) loss_rec_sfr: 0.2638 (0.2850) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [20:57:28.649489] Epoch: [206] [ 940/2904] eta: 0:25:02 lr: 0.002127 loss: 0.1840 (0.1948) loss_rec_all: 0.2104 (0.2207) loss_rec_sfr: 0.2457 (0.2848) loss_cl: -0.2779 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [20:57:43.569056] Epoch: [206] [ 960/2904] eta: 0:24:46 lr: 0.002127 loss: 0.1846 (0.1947) loss_rec_all: 0.2109 (0.2206) loss_rec_sfr: 0.2676 (0.2846) loss_cl: -0.2795 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [20:57:58.485642] Epoch: [206] [ 980/2904] eta: 0:24:30 lr: 0.002127 loss: 0.1824 (0.1946) loss_rec_all: 0.2082 (0.2205) loss_rec_sfr: 0.2708 (0.2843) loss_cl: -0.2799 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [20:58:13.402221] Epoch: [206] [1000/2904] eta: 0:24:14 lr: 0.002127 loss: 0.1844 (0.1947) loss_rec_all: 0.2110 (0.2206) loss_rec_sfr: 0.2705 (0.2844) loss_cl: -0.2794 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [20:58:28.323107] Epoch: [206] [1020/2904] eta: 0:23:58 lr: 0.002127 loss: 0.1827 (0.1946) loss_rec_all: 0.2088 (0.2205) loss_rec_sfr: 0.2701 (0.2844) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [20:58:43.238665] Epoch: [206] [1040/2904] eta: 0:23:42 lr: 0.002127 loss: 0.1839 (0.1947) loss_rec_all: 0.2098 (0.2206) loss_rec_sfr: 0.2700 (0.2845) loss_cl: -0.2783 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [20:58:58.154109] Epoch: [206] [1060/2904] eta: 0:23:26 lr: 0.002127 loss: 0.1852 (0.1947) loss_rec_all: 0.2111 (0.2206) loss_rec_sfr: 0.2763 (0.2847) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [20:59:13.074884] Epoch: [206] [1080/2904] eta: 0:23:10 lr: 0.002127 loss: 0.1892 (0.1948) loss_rec_all: 0.2155 (0.2207) loss_rec_sfr: 0.2733 (0.2850) loss_cl: -0.2799 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [20:59:27.998586] Epoch: [206] [1100/2904] eta: 0:22:54 lr: 0.002127 loss: 0.1820 (0.1947) loss_rec_all: 0.2080 (0.2206) loss_rec_sfr: 0.2710 (0.2848) loss_cl: -0.2788 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [20:59:42.918328] Epoch: [206] [1120/2904] eta: 0:22:39 lr: 0.002127 loss: 0.1869 (0.1949) loss_rec_all: 0.2124 (0.2207) loss_rec_sfr: 0.2799 (0.2854) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [20:59:57.832707] Epoch: [206] [1140/2904] eta: 0:22:23 lr: 0.002127 loss: 0.1822 (0.1948) loss_rec_all: 0.2087 (0.2207) loss_rec_sfr: 0.2691 (0.2849) loss_cl: -0.2783 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [21:00:12.753820] Epoch: [206] [1160/2904] eta: 0:22:07 lr: 0.002127 loss: 0.1857 (0.1947) loss_rec_all: 0.2120 (0.2206) loss_rec_sfr: 0.2797 (0.2848) loss_cl: -0.2798 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [21:00:27.675055] Epoch: [206] [1180/2904] eta: 0:21:51 lr: 0.002127 loss: 0.1818 (0.1947) loss_rec_all: 0.2082 (0.2206) loss_rec_sfr: 0.2666 (0.2848) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [21:00:42.597211] Epoch: [206] [1200/2904] eta: 0:21:36 lr: 0.002127 loss: 0.1852 (0.1947) loss_rec_all: 0.2109 (0.2206) loss_rec_sfr: 0.2707 (0.2846) loss_cl: -0.2780 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [21:00:57.514121] Epoch: [206] [1220/2904] eta: 0:21:20 lr: 0.002127 loss: 0.1884 (0.1948) loss_rec_all: 0.2143 (0.2206) loss_rec_sfr: 0.2693 (0.2848) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [21:01:12.425554] Epoch: [206] [1240/2904] eta: 0:21:05 lr: 0.002127 loss: 0.1863 (0.1948) loss_rec_all: 0.2121 (0.2207) loss_rec_sfr: 0.2787 (0.2850) loss_cl: -0.2784 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [21:01:27.345129] Epoch: [206] [1260/2904] eta: 0:20:49 lr: 0.002127 loss: 0.1833 (0.1947) loss_rec_all: 0.2095 (0.2206) loss_rec_sfr: 0.2660 (0.2846) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [21:01:42.265146] Epoch: [206] [1280/2904] eta: 0:20:33 lr: 0.002127 loss: 0.1890 (0.1948) loss_rec_all: 0.2152 (0.2206) loss_rec_sfr: 0.2613 (0.2847) loss_cl: -0.2794 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [21:01:57.187156] Epoch: [206] [1300/2904] eta: 0:20:18 lr: 0.002127 loss: 0.1834 (0.1947) loss_rec_all: 0.2096 (0.2206) loss_rec_sfr: 0.2691 (0.2846) loss_cl: -0.2792 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [21:02:12.112549] Epoch: [206] [1320/2904] eta: 0:20:02 lr: 0.002127 loss: 0.1844 (0.1946) loss_rec_all: 0.2105 (0.2205) loss_rec_sfr: 0.2633 (0.2843) loss_cl: -0.2783 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [21:02:27.030652] Epoch: [206] [1340/2904] eta: 0:19:47 lr: 0.002127 loss: 0.1840 (0.1946) loss_rec_all: 0.2098 (0.2205) loss_rec_sfr: 0.2774 (0.2845) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [21:02:41.947496] Epoch: [206] [1360/2904] eta: 0:19:31 lr: 0.002127 loss: 0.1822 (0.1946) loss_rec_all: 0.2083 (0.2205) loss_rec_sfr: 0.2628 (0.2844) loss_cl: -0.2796 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [21:02:56.866202] Epoch: [206] [1380/2904] eta: 0:19:16 lr: 0.002127 loss: 0.1831 (0.1946) loss_rec_all: 0.2091 (0.2205) loss_rec_sfr: 0.2810 (0.2847) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [21:03:11.785001] Epoch: [206] [1400/2904] eta: 0:19:00 lr: 0.002127 loss: 0.1845 (0.1946) loss_rec_all: 0.2108 (0.2205) loss_rec_sfr: 0.2719 (0.2848) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [21:03:26.704669] Epoch: [206] [1420/2904] eta: 0:18:45 lr: 0.002127 loss: 0.1858 (0.1947) loss_rec_all: 0.2119 (0.2205) loss_rec_sfr: 0.2636 (0.2849) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [21:03:41.624992] Epoch: [206] [1440/2904] eta: 0:18:30 lr: 0.002127 loss: 0.1829 (0.1947) loss_rec_all: 0.2091 (0.2206) loss_rec_sfr: 0.2816 (0.2852) loss_cl: -0.2792 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [21:03:56.544833] Epoch: [206] [1460/2904] eta: 0:18:14 lr: 0.002127 loss: 0.1888 (0.1948) loss_rec_all: 0.2151 (0.2207) loss_rec_sfr: 0.2789 (0.2855) loss_cl: -0.2795 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [21:04:11.470956] Epoch: [206] [1480/2904] eta: 0:17:59 lr: 0.002127 loss: 0.1886 (0.1948) loss_rec_all: 0.2145 (0.2207) loss_rec_sfr: 0.2781 (0.2857) loss_cl: -0.2793 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [21:04:26.393954] Epoch: [206] [1500/2904] eta: 0:17:43 lr: 0.002127 loss: 0.1911 (0.1950) loss_rec_all: 0.2171 (0.2209) loss_rec_sfr: 0.2804 (0.2860) loss_cl: -0.2791 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [21:04:41.329596] Epoch: [206] [1520/2904] eta: 0:17:28 lr: 0.002127 loss: 0.1830 (0.1950) loss_rec_all: 0.2094 (0.2208) loss_rec_sfr: 0.2366 (0.2858) loss_cl: -0.2782 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [21:04:56.248495] Epoch: [206] [1540/2904] eta: 0:17:13 lr: 0.002127 loss: 0.1830 (0.1948) loss_rec_all: 0.2093 (0.2207) loss_rec_sfr: 0.2511 (0.2854) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [21:05:11.172680] Epoch: [206] [1560/2904] eta: 0:16:57 lr: 0.002127 loss: 0.1857 (0.1948) loss_rec_all: 0.2123 (0.2207) loss_rec_sfr: 0.2314 (0.2851) loss_cl: -0.2792 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [21:05:26.103848] Epoch: [206] [1580/2904] eta: 0:16:42 lr: 0.002127 loss: 0.1856 (0.1949) loss_rec_all: 0.2116 (0.2208) loss_rec_sfr: 0.2716 (0.2855) loss_cl: -0.2785 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [21:05:41.036356] Epoch: [206] [1600/2904] eta: 0:16:27 lr: 0.002127 loss: 0.1910 (0.1949) loss_rec_all: 0.2168 (0.2208) loss_rec_sfr: 0.2774 (0.2856) loss_cl: -0.2785 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [21:05:55.974054] Epoch: [206] [1620/2904] eta: 0:16:11 lr: 0.002127 loss: 0.1857 (0.1949) loss_rec_all: 0.2121 (0.2208) loss_rec_sfr: 0.2338 (0.2853) loss_cl: -0.2790 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [21:06:10.897910] Epoch: [206] [1640/2904] eta: 0:15:56 lr: 0.002127 loss: 0.1848 (0.1949) loss_rec_all: 0.2114 (0.2207) loss_rec_sfr: 0.2789 (0.2853) loss_cl: -0.2789 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [21:06:25.821178] Epoch: [206] [1660/2904] eta: 0:15:41 lr: 0.002127 loss: 0.1846 (0.1948) loss_rec_all: 0.2108 (0.2207) loss_rec_sfr: 0.2714 (0.2853) loss_cl: -0.2792 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [21:06:40.742116] Epoch: [206] [1680/2904] eta: 0:15:26 lr: 0.002127 loss: 0.1861 (0.1948) loss_rec_all: 0.2120 (0.2207) loss_rec_sfr: 0.2704 (0.2853) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [21:06:55.673142] Epoch: [206] [1700/2904] eta: 0:15:10 lr: 0.002127 loss: 0.1811 (0.1947) loss_rec_all: 0.2075 (0.2206) loss_rec_sfr: 0.2269 (0.2847) loss_cl: -0.2778 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [21:07:10.599548] Epoch: [206] [1720/2904] eta: 0:14:55 lr: 0.002127 loss: 0.1851 (0.1947) loss_rec_all: 0.2109 (0.2206) loss_rec_sfr: 0.2642 (0.2847) loss_cl: -0.2786 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [21:07:25.527027] Epoch: [206] [1740/2904] eta: 0:14:40 lr: 0.002127 loss: 0.1810 (0.1946) loss_rec_all: 0.2076 (0.2205) loss_rec_sfr: 0.2677 (0.2845) loss_cl: -0.2799 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [21:07:40.459619] Epoch: [206] [1760/2904] eta: 0:14:24 lr: 0.002126 loss: 0.1847 (0.1947) loss_rec_all: 0.2106 (0.2206) loss_rec_sfr: 0.2724 (0.2848) loss_cl: -0.2791 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [21:07:55.379374] Epoch: [206] [1780/2904] eta: 0:14:09 lr: 0.002126 loss: 0.1844 (0.1947) loss_rec_all: 0.2106 (0.2206) loss_rec_sfr: 0.2787 (0.2851) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [21:08:10.298837] Epoch: [206] [1800/2904] eta: 0:13:54 lr: 0.002126 loss: 0.1885 (0.1948) loss_rec_all: 0.2144 (0.2207) loss_rec_sfr: 0.2529 (0.2851) loss_cl: -0.2796 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [21:08:25.221714] Epoch: [206] [1820/2904] eta: 0:13:39 lr: 0.002126 loss: 0.1876 (0.1948) loss_rec_all: 0.2139 (0.2207) loss_rec_sfr: 0.2786 (0.2854) loss_cl: -0.2784 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [21:08:40.151542] Epoch: [206] [1840/2904] eta: 0:13:24 lr: 0.002126 loss: 0.1827 (0.1949) loss_rec_all: 0.2090 (0.2208) loss_rec_sfr: 0.2772 (0.2856) loss_cl: -0.2773 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [21:08:55.073835] Epoch: [206] [1860/2904] eta: 0:13:08 lr: 0.002126 loss: 0.1877 (0.1949) loss_rec_all: 0.2135 (0.2208) loss_rec_sfr: 0.2765 (0.2858) loss_cl: -0.2796 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [21:09:09.996013] Epoch: [206] [1880/2904] eta: 0:12:53 lr: 0.002126 loss: 0.1871 (0.1950) loss_rec_all: 0.2134 (0.2208) loss_rec_sfr: 0.2637 (0.2858) loss_cl: -0.2797 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [21:09:24.917307] Epoch: [206] [1900/2904] eta: 0:12:38 lr: 0.002126 loss: 0.1899 (0.1950) loss_rec_all: 0.2162 (0.2209) loss_rec_sfr: 0.2712 (0.2859) loss_cl: -0.2799 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [21:09:39.838983] Epoch: [206] [1920/2904] eta: 0:12:23 lr: 0.002126 loss: 0.1858 (0.1951) loss_rec_all: 0.2117 (0.2209) loss_rec_sfr: 0.2787 (0.2862) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [21:09:54.759960] Epoch: [206] [1940/2904] eta: 0:12:07 lr: 0.002126 loss: 0.1809 (0.1951) loss_rec_all: 0.2072 (0.2210) loss_rec_sfr: 0.2732 (0.2863) loss_cl: -0.2778 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [21:10:09.681779] Epoch: [206] [1960/2904] eta: 0:11:52 lr: 0.002126 loss: 0.1848 (0.1952) loss_rec_all: 0.2107 (0.2210) loss_rec_sfr: 0.2836 (0.2867) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [21:10:24.598193] Epoch: [206] [1980/2904] eta: 0:11:37 lr: 0.002126 loss: 0.1845 (0.1952) loss_rec_all: 0.2109 (0.2211) loss_rec_sfr: 0.2321 (0.2866) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [21:10:39.522478] Epoch: [206] [2000/2904] eta: 0:11:22 lr: 0.002126 loss: 0.1861 (0.1952) loss_rec_all: 0.2124 (0.2211) loss_rec_sfr: 0.2663 (0.2867) loss_cl: -0.2795 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [21:10:54.446883] Epoch: [206] [2020/2904] eta: 0:11:07 lr: 0.002126 loss: 0.1857 (0.1952) loss_rec_all: 0.2116 (0.2210) loss_rec_sfr: 0.2727 (0.2866) loss_cl: -0.2789 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [21:11:09.366050] Epoch: [206] [2040/2904] eta: 0:10:52 lr: 0.002126 loss: 0.1892 (0.1952) loss_rec_all: 0.2152 (0.2211) loss_rec_sfr: 0.2722 (0.2869) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [21:11:24.287431] Epoch: [206] [2060/2904] eta: 0:10:36 lr: 0.002126 loss: 0.1811 (0.1952) loss_rec_all: 0.2070 (0.2211) loss_rec_sfr: 0.2672 (0.2867) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [21:11:39.204352] Epoch: [206] [2080/2904] eta: 0:10:21 lr: 0.002126 loss: 0.1936 (0.1954) loss_rec_all: 0.2197 (0.2212) loss_rec_sfr: 0.2712 (0.2872) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [21:11:54.125851] Epoch: [206] [2100/2904] eta: 0:10:06 lr: 0.002126 loss: 0.1844 (0.1953) loss_rec_all: 0.2104 (0.2212) loss_rec_sfr: 0.2704 (0.2871) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [21:12:09.046094] Epoch: [206] [2120/2904] eta: 0:09:51 lr: 0.002126 loss: 0.1847 (0.1954) loss_rec_all: 0.2105 (0.2212) loss_rec_sfr: 0.2817 (0.2872) loss_cl: -0.2795 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [21:12:23.971948] Epoch: [206] [2140/2904] eta: 0:09:36 lr: 0.002126 loss: 0.1867 (0.1955) loss_rec_all: 0.2127 (0.2213) loss_rec_sfr: 0.2725 (0.2874) loss_cl: -0.2790 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [21:12:38.898036] Epoch: [206] [2160/2904] eta: 0:09:21 lr: 0.002126 loss: 0.1820 (0.1954) loss_rec_all: 0.2082 (0.2213) loss_rec_sfr: 0.2554 (0.2873) loss_cl: -0.2775 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [21:12:53.818258] Epoch: [206] [2180/2904] eta: 0:09:06 lr: 0.002126 loss: 0.1860 (0.1954) loss_rec_all: 0.2119 (0.2213) loss_rec_sfr: 0.2649 (0.2874) loss_cl: -0.2799 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [21:13:08.746966] Epoch: [206] [2200/2904] eta: 0:08:50 lr: 0.002126 loss: 0.1912 (0.1955) loss_rec_all: 0.2171 (0.2214) loss_rec_sfr: 0.2808 (0.2876) loss_cl: -0.2796 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [21:13:23.670862] Epoch: [206] [2220/2904] eta: 0:08:35 lr: 0.002126 loss: 0.1845 (0.1956) loss_rec_all: 0.2106 (0.2214) loss_rec_sfr: 0.2799 (0.2878) loss_cl: -0.2784 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [21:13:38.591734] Epoch: [206] [2240/2904] eta: 0:08:20 lr: 0.002126 loss: 0.1852 (0.1955) loss_rec_all: 0.2108 (0.2214) loss_rec_sfr: 0.2668 (0.2876) loss_cl: -0.2781 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [21:13:53.510068] Epoch: [206] [2260/2904] eta: 0:08:05 lr: 0.002126 loss: 0.1838 (0.1955) loss_rec_all: 0.2103 (0.2214) loss_rec_sfr: 0.2763 (0.2876) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [21:14:08.431220] Epoch: [206] [2280/2904] eta: 0:07:50 lr: 0.002126 loss: 0.1818 (0.1955) loss_rec_all: 0.2079 (0.2213) loss_rec_sfr: 0.2272 (0.2874) loss_cl: -0.2784 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [21:14:23.355371] Epoch: [206] [2300/2904] eta: 0:07:35 lr: 0.002126 loss: 0.1831 (0.1954) loss_rec_all: 0.2094 (0.2213) loss_rec_sfr: 0.2592 (0.2873) loss_cl: -0.2790 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [21:14:38.292845] Epoch: [206] [2320/2904] eta: 0:07:20 lr: 0.002126 loss: 0.1837 (0.1954) loss_rec_all: 0.2103 (0.2213) loss_rec_sfr: 0.2318 (0.2872) loss_cl: -0.2795 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [21:14:53.222717] Epoch: [206] [2340/2904] eta: 0:07:05 lr: 0.002126 loss: 0.1818 (0.1955) loss_rec_all: 0.2077 (0.2213) loss_rec_sfr: 0.2800 (0.2873) loss_cl: -0.2789 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [21:15:08.143612] Epoch: [206] [2360/2904] eta: 0:06:49 lr: 0.002126 loss: 0.1852 (0.1955) loss_rec_all: 0.2113 (0.2214) loss_rec_sfr: 0.2748 (0.2873) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [21:15:23.062812] Epoch: [206] [2380/2904] eta: 0:06:34 lr: 0.002126 loss: 0.1854 (0.1955) loss_rec_all: 0.2113 (0.2213) loss_rec_sfr: 0.2614 (0.2872) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [21:15:37.988420] Epoch: [206] [2400/2904] eta: 0:06:19 lr: 0.002126 loss: 0.1801 (0.1954) loss_rec_all: 0.2066 (0.2213) loss_rec_sfr: 0.2385 (0.2870) loss_cl: -0.2787 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [21:15:52.909168] Epoch: [206] [2420/2904] eta: 0:06:04 lr: 0.002126 loss: 0.1842 (0.1954) loss_rec_all: 0.2108 (0.2213) loss_rec_sfr: 0.2648 (0.2870) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [21:16:07.826863] Epoch: [206] [2440/2904] eta: 0:05:49 lr: 0.002126 loss: 0.1858 (0.1954) loss_rec_all: 0.2118 (0.2213) loss_rec_sfr: 0.2796 (0.2871) loss_cl: -0.2793 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [21:16:22.743551] Epoch: [206] [2460/2904] eta: 0:05:34 lr: 0.002126 loss: 0.1847 (0.1954) loss_rec_all: 0.2109 (0.2213) loss_rec_sfr: 0.2752 (0.2872) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [21:16:37.665592] Epoch: [206] [2480/2904] eta: 0:05:19 lr: 0.002126 loss: 0.1874 (0.1955) loss_rec_all: 0.2138 (0.2214) loss_rec_sfr: 0.2674 (0.2873) loss_cl: -0.2786 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [21:16:52.587935] Epoch: [206] [2500/2904] eta: 0:05:04 lr: 0.002126 loss: 0.1846 (0.1954) loss_rec_all: 0.2105 (0.2213) loss_rec_sfr: 0.2378 (0.2872) loss_cl: -0.2785 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [21:17:07.505475] Epoch: [206] [2520/2904] eta: 0:04:49 lr: 0.002126 loss: 0.1906 (0.1955) loss_rec_all: 0.2165 (0.2214) loss_rec_sfr: 0.2817 (0.2874) loss_cl: -0.2793 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [21:17:22.425022] Epoch: [206] [2540/2904] eta: 0:04:34 lr: 0.002126 loss: 0.1912 (0.1956) loss_rec_all: 0.2169 (0.2215) loss_rec_sfr: 0.2786 (0.2877) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [21:17:37.346256] Epoch: [206] [2560/2904] eta: 0:04:19 lr: 0.002126 loss: 0.1868 (0.1956) loss_rec_all: 0.2128 (0.2214) loss_rec_sfr: 0.2687 (0.2876) loss_cl: -0.2791 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [21:17:52.264745] Epoch: [206] [2580/2904] eta: 0:04:03 lr: 0.002126 loss: 0.1820 (0.1955) loss_rec_all: 0.2084 (0.2214) loss_rec_sfr: 0.2686 (0.2875) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [21:18:07.185499] Epoch: [206] [2600/2904] eta: 0:03:48 lr: 0.002126 loss: 0.1833 (0.1955) loss_rec_all: 0.2100 (0.2213) loss_rec_sfr: 0.2613 (0.2873) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [21:18:22.106347] Epoch: [206] [2620/2904] eta: 0:03:33 lr: 0.002126 loss: 0.1853 (0.1955) loss_rec_all: 0.2113 (0.2213) loss_rec_sfr: 0.2676 (0.2873) loss_cl: -0.2782 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [21:18:37.022028] Epoch: [206] [2640/2904] eta: 0:03:18 lr: 0.002126 loss: 0.1854 (0.1954) loss_rec_all: 0.2114 (0.2213) loss_rec_sfr: 0.2702 (0.2873) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [21:18:51.947500] Epoch: [206] [2660/2904] eta: 0:03:03 lr: 0.002126 loss: 0.1878 (0.1955) loss_rec_all: 0.2137 (0.2214) loss_rec_sfr: 0.2915 (0.2876) loss_cl: -0.2783 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [21:19:06.867718] Epoch: [206] [2680/2904] eta: 0:02:48 lr: 0.002125 loss: 0.1834 (0.1955) loss_rec_all: 0.2095 (0.2213) loss_rec_sfr: 0.2602 (0.2875) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [21:19:21.788256] Epoch: [206] [2700/2904] eta: 0:02:33 lr: 0.002125 loss: 0.1825 (0.1954) loss_rec_all: 0.2089 (0.2213) loss_rec_sfr: 0.2683 (0.2873) loss_cl: -0.2794 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [21:19:36.708398] Epoch: [206] [2720/2904] eta: 0:02:18 lr: 0.002125 loss: 0.1834 (0.1954) loss_rec_all: 0.2093 (0.2213) loss_rec_sfr: 0.2298 (0.2871) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [21:19:51.627429] Epoch: [206] [2740/2904] eta: 0:02:03 lr: 0.002125 loss: 0.1804 (0.1953) loss_rec_all: 0.2065 (0.2212) loss_rec_sfr: 0.2351 (0.2869) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [21:20:06.549993] Epoch: [206] [2760/2904] eta: 0:01:48 lr: 0.002125 loss: 0.1827 (0.1953) loss_rec_all: 0.2086 (0.2211) loss_rec_sfr: 0.2689 (0.2869) loss_cl: -0.2790 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [21:20:21.465796] Epoch: [206] [2780/2904] eta: 0:01:33 lr: 0.002125 loss: 0.1845 (0.1952) loss_rec_all: 0.2102 (0.2211) loss_rec_sfr: 0.2563 (0.2867) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [21:20:36.382634] Epoch: [206] [2800/2904] eta: 0:01:18 lr: 0.002125 loss: 0.1829 (0.1952) loss_rec_all: 0.2088 (0.2211) loss_rec_sfr: 0.2589 (0.2866) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [21:20:51.301003] Epoch: [206] [2820/2904] eta: 0:01:03 lr: 0.002125 loss: 0.1868 (0.1952) loss_rec_all: 0.2126 (0.2211) loss_rec_sfr: 0.2694 (0.2867) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [21:21:06.271098] Epoch: [206] [2840/2904] eta: 0:00:48 lr: 0.002125 loss: 0.1820 (0.1953) loss_rec_all: 0.2086 (0.2212) loss_rec_sfr: 0.2816 (0.2869) loss_cl: -0.2785 (-0.2788) time: 0.7485 data: 0.0024 max mem: 29860 [21:21:21.168603] Epoch: [206] [2860/2904] eta: 0:00:33 lr: 0.002125 loss: 0.1834 (0.1952) loss_rec_all: 0.2095 (0.2211) loss_rec_sfr: 0.2389 (0.2867) loss_cl: -0.2783 (-0.2788) time: 0.7448 data: 0.0001 max mem: 29860 [21:21:36.062939] Epoch: [206] [2880/2904] eta: 0:00:18 lr: 0.002125 loss: 0.1864 (0.1953) loss_rec_all: 0.2123 (0.2212) loss_rec_sfr: 0.2778 (0.2870) loss_cl: -0.2784 (-0.2788) time: 0.7447 data: 0.0001 max mem: 29860 [21:21:50.958158] Epoch: [206] [2900/2904] eta: 0:00:03 lr: 0.002125 loss: 0.1818 (0.1952) loss_rec_all: 0.2081 (0.2211) loss_rec_sfr: 0.2410 (0.2868) loss_cl: -0.2789 (-0.2788) time: 0.7447 data: 0.0001 max mem: 29860 [21:21:53.200156] Epoch: [206] [2903/2904] eta: 0:00:00 lr: 0.002125 loss: 0.1822 (0.1952) loss_rec_all: 0.2081 (0.2211) loss_rec_sfr: 0.2410 (0.2868) loss_cl: -0.2786 (-0.2788) time: 0.7447 data: 0.0001 max mem: 29860 [21:21:55.380573] Epoch: [206] Total time: 0:36:26 (0.7529 s / it) [21:21:55.387392] Averaged stats: lr: 0.002125 loss: 0.1822 (0.1973) loss_rec_all: 0.2081 (0.2209) loss_rec_sfr: 0.2410 (0.2863) loss_cl: -0.2786 (-0.2556) [21:21:55.392508] log_dir: ./checkpoint/VF2_ViT-B [21:22:14.306427] Epoch: [207] [ 0/2904] eta: 15:15:23 lr: 0.002125 loss: 0.2348 (0.2348) loss_rec_all: 0.2595 (0.2595) loss_rec_sfr: 0.4464 (0.4464) loss_cl: -0.2788 (-0.2788) time: 18.9132 data: 14.9646 max mem: 29860 [21:22:31.012892] Epoch: [207] [ 20/2904] eta: 1:21:31 lr: 0.002125 loss: 0.1860 (0.1913) loss_rec_all: 0.2122 (0.2174) loss_rec_sfr: 0.2334 (0.2585) loss_cl: -0.2796 (-0.2792) time: 0.8353 data: 0.0112 max mem: 29860 [21:22:45.896297] Epoch: [207] [ 40/2904] eta: 0:58:47 lr: 0.002125 loss: 0.1856 (0.1936) loss_rec_all: 0.2116 (0.2196) loss_rec_sfr: 0.2594 (0.2730) loss_cl: -0.2792 (-0.2791) time: 0.7441 data: 0.0002 max mem: 29860 [21:23:00.788658] Epoch: [207] [ 60/2904] eta: 0:50:48 lr: 0.002125 loss: 0.1837 (0.1930) loss_rec_all: 0.2097 (0.2189) loss_rec_sfr: 0.2673 (0.2732) loss_cl: -0.2791 (-0.2790) time: 0.7446 data: 0.0002 max mem: 29860 [21:23:15.683990] Epoch: [207] [ 80/2904] eta: 0:46:39 lr: 0.002125 loss: 0.1849 (0.1955) loss_rec_all: 0.2113 (0.2214) loss_rec_sfr: 0.2772 (0.2846) loss_cl: -0.2785 (-0.2789) time: 0.7447 data: 0.0002 max mem: 29860 [21:23:30.606514] Epoch: [207] [ 100/2904] eta: 0:44:03 lr: 0.002125 loss: 0.1830 (0.1945) loss_rec_all: 0.2090 (0.2204) loss_rec_sfr: 0.2708 (0.2838) loss_cl: -0.2787 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [21:23:45.521476] Epoch: [207] [ 120/2904] eta: 0:42:13 lr: 0.002125 loss: 0.1822 (0.1939) loss_rec_all: 0.2087 (0.2198) loss_rec_sfr: 0.2685 (0.2830) loss_cl: -0.2784 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [21:24:00.434036] Epoch: [207] [ 140/2904] eta: 0:40:51 lr: 0.002125 loss: 0.1816 (0.1931) loss_rec_all: 0.2080 (0.2190) loss_rec_sfr: 0.2624 (0.2805) loss_cl: -0.2796 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [21:24:15.355472] Epoch: [207] [ 160/2904] eta: 0:39:45 lr: 0.002125 loss: 0.1854 (0.1941) loss_rec_all: 0.2117 (0.2200) loss_rec_sfr: 0.2782 (0.2847) loss_cl: -0.2791 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [21:24:30.287334] Epoch: [207] [ 180/2904] eta: 0:38:50 lr: 0.002125 loss: 0.1869 (0.1936) loss_rec_all: 0.2129 (0.2195) loss_rec_sfr: 0.2642 (0.2828) loss_cl: -0.2796 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [21:24:45.251053] Epoch: [207] [ 200/2904] eta: 0:38:04 lr: 0.002125 loss: 0.1840 (0.1935) loss_rec_all: 0.2105 (0.2194) loss_rec_sfr: 0.2723 (0.2824) loss_cl: -0.2792 (-0.2789) time: 0.7481 data: 0.0002 max mem: 29860 [21:25:00.177496] Epoch: [207] [ 220/2904] eta: 0:37:24 lr: 0.002125 loss: 0.1894 (0.1940) loss_rec_all: 0.2152 (0.2199) loss_rec_sfr: 0.2727 (0.2837) loss_cl: -0.2790 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [21:25:15.098654] Epoch: [207] [ 240/2904] eta: 0:36:47 lr: 0.002125 loss: 0.1821 (0.1938) loss_rec_all: 0.2083 (0.2197) loss_rec_sfr: 0.2585 (0.2831) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [21:25:30.019719] Epoch: [207] [ 260/2904] eta: 0:36:14 lr: 0.002125 loss: 0.1834 (0.1936) loss_rec_all: 0.2098 (0.2195) loss_rec_sfr: 0.2621 (0.2823) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [21:25:44.933253] Epoch: [207] [ 280/2904] eta: 0:35:43 lr: 0.002125 loss: 0.1839 (0.1934) loss_rec_all: 0.2104 (0.2193) loss_rec_sfr: 0.2742 (0.2821) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [21:25:59.847258] Epoch: [207] [ 300/2904] eta: 0:35:14 lr: 0.002125 loss: 0.1858 (0.1937) loss_rec_all: 0.2119 (0.2196) loss_rec_sfr: 0.2694 (0.2830) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [21:26:14.802377] Epoch: [207] [ 320/2904] eta: 0:34:48 lr: 0.002125 loss: 0.1875 (0.1938) loss_rec_all: 0.2134 (0.2197) loss_rec_sfr: 0.2687 (0.2832) loss_cl: -0.2791 (-0.2788) time: 0.7477 data: 0.0004 max mem: 29860 [21:26:29.722141] Epoch: [207] [ 340/2904] eta: 0:34:22 lr: 0.002125 loss: 0.1841 (0.1936) loss_rec_all: 0.2101 (0.2195) loss_rec_sfr: 0.2553 (0.2823) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0004 max mem: 29860 [21:26:44.651285] Epoch: [207] [ 360/2904] eta: 0:33:58 lr: 0.002125 loss: 0.1847 (0.1935) loss_rec_all: 0.2108 (0.2194) loss_rec_sfr: 0.2700 (0.2820) loss_cl: -0.2781 (-0.2788) time: 0.7464 data: 0.0003 max mem: 29860 [21:26:59.579522] Epoch: [207] [ 380/2904] eta: 0:33:35 lr: 0.002125 loss: 0.1874 (0.1940) loss_rec_all: 0.2137 (0.2199) loss_rec_sfr: 0.2364 (0.2826) loss_cl: -0.2792 (-0.2788) time: 0.7464 data: 0.0003 max mem: 29860 [21:27:14.499282] Epoch: [207] [ 400/2904] eta: 0:33:12 lr: 0.002125 loss: 0.1848 (0.1937) loss_rec_all: 0.2112 (0.2196) loss_rec_sfr: 0.2653 (0.2814) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [21:27:29.420984] Epoch: [207] [ 420/2904] eta: 0:32:50 lr: 0.002125 loss: 0.1831 (0.1939) loss_rec_all: 0.2095 (0.2198) loss_rec_sfr: 0.2449 (0.2818) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [21:27:44.341443] Epoch: [207] [ 440/2904] eta: 0:32:29 lr: 0.002125 loss: 0.1850 (0.1939) loss_rec_all: 0.2108 (0.2198) loss_rec_sfr: 0.2726 (0.2818) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [21:27:59.259205] Epoch: [207] [ 460/2904] eta: 0:32:08 lr: 0.002125 loss: 0.1836 (0.1936) loss_rec_all: 0.2096 (0.2195) loss_rec_sfr: 0.2713 (0.2809) loss_cl: -0.2799 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [21:28:14.186083] Epoch: [207] [ 480/2904] eta: 0:31:48 lr: 0.002125 loss: 0.1948 (0.1942) loss_rec_all: 0.2208 (0.2201) loss_rec_sfr: 0.2748 (0.2825) loss_cl: -0.2785 (-0.2788) time: 0.7463 data: 0.0003 max mem: 29860 [21:28:29.110006] Epoch: [207] [ 500/2904] eta: 0:31:29 lr: 0.002125 loss: 0.1868 (0.1944) loss_rec_all: 0.2133 (0.2203) loss_rec_sfr: 0.2776 (0.2832) loss_cl: -0.2789 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [21:28:44.028729] Epoch: [207] [ 520/2904] eta: 0:31:09 lr: 0.002125 loss: 0.1872 (0.1943) loss_rec_all: 0.2133 (0.2202) loss_rec_sfr: 0.2800 (0.2831) loss_cl: -0.2777 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [21:28:58.952444] Epoch: [207] [ 540/2904] eta: 0:30:50 lr: 0.002125 loss: 0.1885 (0.1946) loss_rec_all: 0.2146 (0.2205) loss_rec_sfr: 0.2695 (0.2839) loss_cl: -0.2782 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [21:29:13.876792] Epoch: [207] [ 560/2904] eta: 0:30:31 lr: 0.002125 loss: 0.1852 (0.1943) loss_rec_all: 0.2115 (0.2202) loss_rec_sfr: 0.2602 (0.2829) loss_cl: -0.2794 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [21:29:28.798935] Epoch: [207] [ 580/2904] eta: 0:30:13 lr: 0.002125 loss: 0.1806 (0.1940) loss_rec_all: 0.2068 (0.2199) loss_rec_sfr: 0.2683 (0.2819) loss_cl: -0.2797 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [21:29:43.735885] Epoch: [207] [ 600/2904] eta: 0:29:55 lr: 0.002125 loss: 0.1904 (0.1942) loss_rec_all: 0.2157 (0.2201) loss_rec_sfr: 0.2810 (0.2829) loss_cl: -0.2792 (-0.2788) time: 0.7468 data: 0.0003 max mem: 29860 [21:29:58.645085] Epoch: [207] [ 620/2904] eta: 0:29:37 lr: 0.002125 loss: 0.1846 (0.1943) loss_rec_all: 0.2106 (0.2202) loss_rec_sfr: 0.2748 (0.2834) loss_cl: -0.2791 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [21:30:13.564844] Epoch: [207] [ 640/2904] eta: 0:29:19 lr: 0.002125 loss: 0.1816 (0.1942) loss_rec_all: 0.2079 (0.2201) loss_rec_sfr: 0.2668 (0.2831) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [21:30:28.484690] Epoch: [207] [ 660/2904] eta: 0:29:01 lr: 0.002125 loss: 0.1840 (0.1942) loss_rec_all: 0.2102 (0.2201) loss_rec_sfr: 0.2747 (0.2837) loss_cl: -0.2783 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [21:30:43.408603] Epoch: [207] [ 680/2904] eta: 0:28:44 lr: 0.002125 loss: 0.1837 (0.1941) loss_rec_all: 0.2094 (0.2200) loss_rec_sfr: 0.2743 (0.2835) loss_cl: -0.2788 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [21:30:58.320835] Epoch: [207] [ 700/2904] eta: 0:28:26 lr: 0.002124 loss: 0.1845 (0.1939) loss_rec_all: 0.2105 (0.2198) loss_rec_sfr: 0.2588 (0.2828) loss_cl: -0.2798 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [21:31:13.232568] Epoch: [207] [ 720/2904] eta: 0:28:09 lr: 0.002124 loss: 0.1850 (0.1939) loss_rec_all: 0.2110 (0.2198) loss_rec_sfr: 0.2676 (0.2826) loss_cl: -0.2796 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [21:31:28.152489] Epoch: [207] [ 740/2904] eta: 0:27:52 lr: 0.002124 loss: 0.1873 (0.1939) loss_rec_all: 0.2132 (0.2198) loss_rec_sfr: 0.2625 (0.2827) loss_cl: -0.2796 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [21:31:43.091792] Epoch: [207] [ 760/2904] eta: 0:27:35 lr: 0.002124 loss: 0.1841 (0.1938) loss_rec_all: 0.2105 (0.2197) loss_rec_sfr: 0.2632 (0.2820) loss_cl: -0.2786 (-0.2788) time: 0.7469 data: 0.0003 max mem: 29860 [21:31:58.011629] Epoch: [207] [ 780/2904] eta: 0:27:18 lr: 0.002124 loss: 0.1825 (0.1935) loss_rec_all: 0.2082 (0.2194) loss_rec_sfr: 0.2618 (0.2812) loss_cl: -0.2780 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [21:32:12.935963] Epoch: [207] [ 800/2904] eta: 0:27:02 lr: 0.002124 loss: 0.1940 (0.1939) loss_rec_all: 0.2199 (0.2198) loss_rec_sfr: 0.2683 (0.2822) loss_cl: -0.2788 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [21:32:27.859693] Epoch: [207] [ 820/2904] eta: 0:26:45 lr: 0.002124 loss: 0.1927 (0.1941) loss_rec_all: 0.2188 (0.2200) loss_rec_sfr: 0.2748 (0.2828) loss_cl: -0.2795 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [21:32:42.786675] Epoch: [207] [ 840/2904] eta: 0:26:28 lr: 0.002124 loss: 0.1828 (0.1939) loss_rec_all: 0.2090 (0.2198) loss_rec_sfr: 0.2708 (0.2824) loss_cl: -0.2800 (-0.2788) time: 0.7463 data: 0.0003 max mem: 29860 [21:32:57.710483] Epoch: [207] [ 860/2904] eta: 0:26:12 lr: 0.002124 loss: 0.1833 (0.1939) loss_rec_all: 0.2093 (0.2198) loss_rec_sfr: 0.2577 (0.2825) loss_cl: -0.2782 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [21:33:12.633066] Epoch: [207] [ 880/2904] eta: 0:25:55 lr: 0.002124 loss: 0.1804 (0.1938) loss_rec_all: 0.2063 (0.2197) loss_rec_sfr: 0.2412 (0.2821) loss_cl: -0.2783 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [21:33:27.554822] Epoch: [207] [ 900/2904] eta: 0:25:39 lr: 0.002124 loss: 0.1815 (0.1939) loss_rec_all: 0.2073 (0.2198) loss_rec_sfr: 0.2583 (0.2822) loss_cl: -0.2782 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [21:33:42.474109] Epoch: [207] [ 920/2904] eta: 0:25:23 lr: 0.002124 loss: 0.1861 (0.1938) loss_rec_all: 0.2119 (0.2197) loss_rec_sfr: 0.2641 (0.2820) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [21:33:57.398919] Epoch: [207] [ 940/2904] eta: 0:25:06 lr: 0.002124 loss: 0.1839 (0.1939) loss_rec_all: 0.2102 (0.2198) loss_rec_sfr: 0.2602 (0.2819) loss_cl: -0.2792 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [21:34:12.319234] Epoch: [207] [ 960/2904] eta: 0:24:50 lr: 0.002124 loss: 0.1856 (0.1940) loss_rec_all: 0.2119 (0.2199) loss_rec_sfr: 0.2649 (0.2823) loss_cl: -0.2795 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [21:34:27.245654] Epoch: [207] [ 980/2904] eta: 0:24:34 lr: 0.002124 loss: 0.1923 (0.1943) loss_rec_all: 0.2184 (0.2202) loss_rec_sfr: 0.2739 (0.2830) loss_cl: -0.2790 (-0.2788) time: 0.7463 data: 0.0003 max mem: 29860 [21:34:42.171552] Epoch: [207] [1000/2904] eta: 0:24:18 lr: 0.002124 loss: 0.1883 (0.1945) loss_rec_all: 0.2139 (0.2204) loss_rec_sfr: 0.2762 (0.2837) loss_cl: -0.2779 (-0.2788) time: 0.7463 data: 0.0003 max mem: 29860 [21:34:57.096442] Epoch: [207] [1020/2904] eta: 0:24:02 lr: 0.002124 loss: 0.1818 (0.1944) loss_rec_all: 0.2082 (0.2203) loss_rec_sfr: 0.2776 (0.2837) loss_cl: -0.2790 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [21:35:12.029542] Epoch: [207] [1040/2904] eta: 0:23:46 lr: 0.002124 loss: 0.2009 (0.1948) loss_rec_all: 0.2272 (0.2207) loss_rec_sfr: 0.2818 (0.2849) loss_cl: -0.2797 (-0.2788) time: 0.7466 data: 0.0003 max mem: 29860 [21:35:26.968559] Epoch: [207] [1060/2904] eta: 0:23:30 lr: 0.002124 loss: 0.1871 (0.1948) loss_rec_all: 0.2130 (0.2207) loss_rec_sfr: 0.2688 (0.2850) loss_cl: -0.2789 (-0.2788) time: 0.7469 data: 0.0003 max mem: 29860 [21:35:41.910019] Epoch: [207] [1080/2904] eta: 0:23:14 lr: 0.002124 loss: 0.1876 (0.1949) loss_rec_all: 0.2133 (0.2208) loss_rec_sfr: 0.2766 (0.2854) loss_cl: -0.2785 (-0.2788) time: 0.7470 data: 0.0003 max mem: 29860 [21:35:56.829013] Epoch: [207] [1100/2904] eta: 0:22:58 lr: 0.002124 loss: 0.1852 (0.1950) loss_rec_all: 0.2112 (0.2209) loss_rec_sfr: 0.2809 (0.2861) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [21:36:11.745590] Epoch: [207] [1120/2904] eta: 0:22:42 lr: 0.002124 loss: 0.1829 (0.1949) loss_rec_all: 0.2090 (0.2208) loss_rec_sfr: 0.2569 (0.2856) loss_cl: -0.2797 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [21:36:26.661652] Epoch: [207] [1140/2904] eta: 0:22:26 lr: 0.002124 loss: 0.1841 (0.1949) loss_rec_all: 0.2102 (0.2207) loss_rec_sfr: 0.2688 (0.2856) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [21:36:41.576914] Epoch: [207] [1160/2904] eta: 0:22:11 lr: 0.002124 loss: 0.1855 (0.1949) loss_rec_all: 0.2115 (0.2207) loss_rec_sfr: 0.2684 (0.2855) loss_cl: -0.2784 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [21:36:56.505935] Epoch: [207] [1180/2904] eta: 0:21:55 lr: 0.002124 loss: 0.1860 (0.1948) loss_rec_all: 0.2123 (0.2207) loss_rec_sfr: 0.2643 (0.2852) loss_cl: -0.2781 (-0.2788) time: 0.7464 data: 0.0003 max mem: 29860 [21:37:11.429460] Epoch: [207] [1200/2904] eta: 0:21:39 lr: 0.002124 loss: 0.1883 (0.1949) loss_rec_all: 0.2144 (0.2208) loss_rec_sfr: 0.2780 (0.2857) loss_cl: -0.2791 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [21:37:26.350051] Epoch: [207] [1220/2904] eta: 0:21:23 lr: 0.002124 loss: 0.1793 (0.1949) loss_rec_all: 0.2058 (0.2208) loss_rec_sfr: 0.2681 (0.2857) loss_cl: -0.2793 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [21:37:41.263283] Epoch: [207] [1240/2904] eta: 0:21:08 lr: 0.002124 loss: 0.1854 (0.1949) loss_rec_all: 0.2116 (0.2208) loss_rec_sfr: 0.2781 (0.2858) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [21:37:56.171861] Epoch: [207] [1260/2904] eta: 0:20:52 lr: 0.002124 loss: 0.1844 (0.1949) loss_rec_all: 0.2103 (0.2208) loss_rec_sfr: 0.2359 (0.2858) loss_cl: -0.2787 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [21:38:11.087235] Epoch: [207] [1280/2904] eta: 0:20:36 lr: 0.002124 loss: 0.1843 (0.1950) loss_rec_all: 0.2106 (0.2209) loss_rec_sfr: 0.2551 (0.2860) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [21:38:26.009077] Epoch: [207] [1300/2904] eta: 0:20:21 lr: 0.002124 loss: 0.1881 (0.1951) loss_rec_all: 0.2143 (0.2210) loss_rec_sfr: 0.2706 (0.2862) loss_cl: -0.2788 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [21:38:40.928871] Epoch: [207] [1320/2904] eta: 0:20:05 lr: 0.002124 loss: 0.1878 (0.1952) loss_rec_all: 0.2140 (0.2211) loss_rec_sfr: 0.2758 (0.2866) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [21:38:55.848633] Epoch: [207] [1340/2904] eta: 0:19:50 lr: 0.002124 loss: 0.1836 (0.1951) loss_rec_all: 0.2095 (0.2210) loss_rec_sfr: 0.2673 (0.2863) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [21:39:10.767391] Epoch: [207] [1360/2904] eta: 0:19:34 lr: 0.002124 loss: 0.1893 (0.1952) loss_rec_all: 0.2151 (0.2211) loss_rec_sfr: 0.2707 (0.2866) loss_cl: -0.2794 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [21:39:25.684325] Epoch: [207] [1380/2904] eta: 0:19:18 lr: 0.002124 loss: 0.1913 (0.1953) loss_rec_all: 0.2172 (0.2211) loss_rec_sfr: 0.2748 (0.2868) loss_cl: -0.2794 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [21:39:40.596469] Epoch: [207] [1400/2904] eta: 0:19:03 lr: 0.002124 loss: 0.1894 (0.1954) loss_rec_all: 0.2155 (0.2213) loss_rec_sfr: 0.2740 (0.2873) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [21:39:55.512237] Epoch: [207] [1420/2904] eta: 0:18:47 lr: 0.002124 loss: 0.1842 (0.1953) loss_rec_all: 0.2106 (0.2212) loss_rec_sfr: 0.2675 (0.2870) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [21:40:10.430463] Epoch: [207] [1440/2904] eta: 0:18:32 lr: 0.002124 loss: 0.1856 (0.1952) loss_rec_all: 0.2112 (0.2211) loss_rec_sfr: 0.2720 (0.2867) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [21:40:25.349479] Epoch: [207] [1460/2904] eta: 0:18:16 lr: 0.002124 loss: 0.1832 (0.1952) loss_rec_all: 0.2093 (0.2210) loss_rec_sfr: 0.2636 (0.2866) loss_cl: -0.2795 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [21:40:40.268524] Epoch: [207] [1480/2904] eta: 0:18:01 lr: 0.002124 loss: 0.1856 (0.1951) loss_rec_all: 0.2117 (0.2210) loss_rec_sfr: 0.2463 (0.2865) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [21:40:55.187961] Epoch: [207] [1500/2904] eta: 0:17:46 lr: 0.002124 loss: 0.1835 (0.1951) loss_rec_all: 0.2099 (0.2210) loss_rec_sfr: 0.2795 (0.2865) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [21:41:10.105924] Epoch: [207] [1520/2904] eta: 0:17:30 lr: 0.002124 loss: 0.1841 (0.1951) loss_rec_all: 0.2101 (0.2210) loss_rec_sfr: 0.2792 (0.2866) loss_cl: -0.2794 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [21:41:25.021693] Epoch: [207] [1540/2904] eta: 0:17:15 lr: 0.002124 loss: 0.1823 (0.1950) loss_rec_all: 0.2083 (0.2209) loss_rec_sfr: 0.2385 (0.2863) loss_cl: -0.2783 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [21:41:39.941105] Epoch: [207] [1560/2904] eta: 0:16:59 lr: 0.002124 loss: 0.1830 (0.1950) loss_rec_all: 0.2093 (0.2209) loss_rec_sfr: 0.2627 (0.2863) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [21:41:54.858376] Epoch: [207] [1580/2904] eta: 0:16:44 lr: 0.002124 loss: 0.1857 (0.1950) loss_rec_all: 0.2118 (0.2209) loss_rec_sfr: 0.2709 (0.2861) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [21:42:09.774302] Epoch: [207] [1600/2904] eta: 0:16:29 lr: 0.002124 loss: 0.1822 (0.1949) loss_rec_all: 0.2086 (0.2208) loss_rec_sfr: 0.2722 (0.2861) loss_cl: -0.2795 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [21:42:24.691746] Epoch: [207] [1620/2904] eta: 0:16:13 lr: 0.002123 loss: 0.1855 (0.1950) loss_rec_all: 0.2113 (0.2209) loss_rec_sfr: 0.2725 (0.2863) loss_cl: -0.2799 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [21:42:39.609351] Epoch: [207] [1640/2904] eta: 0:15:58 lr: 0.002123 loss: 0.1857 (0.1950) loss_rec_all: 0.2121 (0.2209) loss_rec_sfr: 0.2401 (0.2862) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [21:42:54.528070] Epoch: [207] [1660/2904] eta: 0:15:42 lr: 0.002123 loss: 0.1844 (0.1949) loss_rec_all: 0.2105 (0.2208) loss_rec_sfr: 0.2405 (0.2861) loss_cl: -0.2782 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [21:43:09.436122] Epoch: [207] [1680/2904] eta: 0:15:27 lr: 0.002123 loss: 0.1842 (0.1950) loss_rec_all: 0.2101 (0.2209) loss_rec_sfr: 0.2720 (0.2863) loss_cl: -0.2780 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [21:43:24.353774] Epoch: [207] [1700/2904] eta: 0:15:12 lr: 0.002123 loss: 0.1837 (0.1950) loss_rec_all: 0.2098 (0.2208) loss_rec_sfr: 0.2708 (0.2864) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [21:43:39.272642] Epoch: [207] [1720/2904] eta: 0:14:56 lr: 0.002123 loss: 0.1864 (0.1950) loss_rec_all: 0.2126 (0.2208) loss_rec_sfr: 0.2550 (0.2862) loss_cl: -0.2796 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [21:43:54.192467] Epoch: [207] [1740/2904] eta: 0:14:41 lr: 0.002123 loss: 0.1875 (0.1950) loss_rec_all: 0.2134 (0.2209) loss_rec_sfr: 0.2654 (0.2863) loss_cl: -0.2794 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [21:44:09.297277] Epoch: [207] [1760/2904] eta: 0:14:26 lr: 0.002123 loss: 0.1836 (0.1950) loss_rec_all: 0.2095 (0.2209) loss_rec_sfr: 0.2743 (0.2866) loss_cl: -0.2789 (-0.2788) time: 0.7552 data: 0.0003 max mem: 29860 [21:44:24.210392] Epoch: [207] [1780/2904] eta: 0:14:11 lr: 0.002123 loss: 0.1900 (0.1951) loss_rec_all: 0.2158 (0.2210) loss_rec_sfr: 0.2723 (0.2867) loss_cl: -0.2779 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [21:44:39.120790] Epoch: [207] [1800/2904] eta: 0:13:55 lr: 0.002123 loss: 0.1885 (0.1952) loss_rec_all: 0.2144 (0.2211) loss_rec_sfr: 0.2643 (0.2870) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [21:44:54.034871] Epoch: [207] [1820/2904] eta: 0:13:40 lr: 0.002123 loss: 0.1909 (0.1953) loss_rec_all: 0.2170 (0.2211) loss_rec_sfr: 0.2744 (0.2870) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [21:45:08.948543] Epoch: [207] [1840/2904] eta: 0:13:25 lr: 0.002123 loss: 0.1840 (0.1952) loss_rec_all: 0.2099 (0.2211) loss_rec_sfr: 0.2659 (0.2869) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [21:45:23.862849] Epoch: [207] [1860/2904] eta: 0:13:10 lr: 0.002123 loss: 0.1866 (0.1952) loss_rec_all: 0.2127 (0.2210) loss_rec_sfr: 0.2723 (0.2868) loss_cl: -0.2793 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [21:45:38.784398] Epoch: [207] [1880/2904] eta: 0:12:54 lr: 0.002123 loss: 0.1838 (0.1951) loss_rec_all: 0.2099 (0.2209) loss_rec_sfr: 0.2734 (0.2866) loss_cl: -0.2799 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [21:45:53.696054] Epoch: [207] [1900/2904] eta: 0:12:39 lr: 0.002123 loss: 0.1919 (0.1952) loss_rec_all: 0.2180 (0.2211) loss_rec_sfr: 0.2798 (0.2870) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [21:46:08.611091] Epoch: [207] [1920/2904] eta: 0:12:24 lr: 0.002123 loss: 0.1856 (0.1952) loss_rec_all: 0.2115 (0.2211) loss_rec_sfr: 0.2648 (0.2869) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [21:46:23.530367] Epoch: [207] [1940/2904] eta: 0:12:09 lr: 0.002123 loss: 0.1926 (0.1953) loss_rec_all: 0.2183 (0.2212) loss_rec_sfr: 0.2686 (0.2874) loss_cl: -0.2780 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [21:46:38.448907] Epoch: [207] [1960/2904] eta: 0:11:53 lr: 0.002123 loss: 0.1829 (0.1953) loss_rec_all: 0.2089 (0.2211) loss_rec_sfr: 0.2766 (0.2874) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [21:46:53.363007] Epoch: [207] [1980/2904] eta: 0:11:38 lr: 0.002123 loss: 0.1888 (0.1953) loss_rec_all: 0.2150 (0.2212) loss_rec_sfr: 0.2679 (0.2874) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [21:47:08.278010] Epoch: [207] [2000/2904] eta: 0:11:23 lr: 0.002123 loss: 0.1877 (0.1953) loss_rec_all: 0.2135 (0.2212) loss_rec_sfr: 0.2628 (0.2874) loss_cl: -0.2797 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [21:47:23.192232] Epoch: [207] [2020/2904] eta: 0:11:08 lr: 0.002123 loss: 0.1851 (0.1952) loss_rec_all: 0.2108 (0.2211) loss_rec_sfr: 0.2680 (0.2872) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [21:47:38.107452] Epoch: [207] [2040/2904] eta: 0:10:53 lr: 0.002123 loss: 0.1872 (0.1952) loss_rec_all: 0.2133 (0.2211) loss_rec_sfr: 0.2735 (0.2871) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [21:47:53.023892] Epoch: [207] [2060/2904] eta: 0:10:37 lr: 0.002123 loss: 0.1828 (0.1952) loss_rec_all: 0.2086 (0.2210) loss_rec_sfr: 0.2741 (0.2870) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [21:48:07.942404] Epoch: [207] [2080/2904] eta: 0:10:22 lr: 0.002123 loss: 0.1871 (0.1952) loss_rec_all: 0.2128 (0.2210) loss_rec_sfr: 0.2740 (0.2871) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [21:48:22.858027] Epoch: [207] [2100/2904] eta: 0:10:07 lr: 0.002123 loss: 0.1853 (0.1952) loss_rec_all: 0.2118 (0.2211) loss_rec_sfr: 0.2712 (0.2872) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [21:48:37.776004] Epoch: [207] [2120/2904] eta: 0:09:52 lr: 0.002123 loss: 0.1873 (0.1952) loss_rec_all: 0.2138 (0.2211) loss_rec_sfr: 0.2836 (0.2873) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [21:48:52.700325] Epoch: [207] [2140/2904] eta: 0:09:37 lr: 0.002123 loss: 0.1794 (0.1951) loss_rec_all: 0.2053 (0.2210) loss_rec_sfr: 0.2676 (0.2871) loss_cl: -0.2795 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [21:49:07.617260] Epoch: [207] [2160/2904] eta: 0:09:21 lr: 0.002123 loss: 0.1842 (0.1951) loss_rec_all: 0.2100 (0.2210) loss_rec_sfr: 0.2753 (0.2873) loss_cl: -0.2800 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [21:49:22.536279] Epoch: [207] [2180/2904] eta: 0:09:06 lr: 0.002123 loss: 0.1848 (0.1951) loss_rec_all: 0.2108 (0.2210) loss_rec_sfr: 0.2723 (0.2873) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [21:49:37.452922] Epoch: [207] [2200/2904] eta: 0:08:51 lr: 0.002123 loss: 0.1803 (0.1950) loss_rec_all: 0.2068 (0.2209) loss_rec_sfr: 0.2356 (0.2870) loss_cl: -0.2797 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [21:49:52.371834] Epoch: [207] [2220/2904] eta: 0:08:36 lr: 0.002123 loss: 0.1865 (0.1950) loss_rec_all: 0.2127 (0.2209) loss_rec_sfr: 0.2629 (0.2868) loss_cl: -0.2784 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [21:50:07.295485] Epoch: [207] [2240/2904] eta: 0:08:21 lr: 0.002123 loss: 0.1933 (0.1951) loss_rec_all: 0.2191 (0.2209) loss_rec_sfr: 0.2630 (0.2868) loss_cl: -0.2782 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [21:50:22.208261] Epoch: [207] [2260/2904] eta: 0:08:06 lr: 0.002123 loss: 0.1847 (0.1950) loss_rec_all: 0.2107 (0.2209) loss_rec_sfr: 0.2760 (0.2868) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [21:50:37.129080] Epoch: [207] [2280/2904] eta: 0:07:50 lr: 0.002123 loss: 0.1866 (0.1950) loss_rec_all: 0.2125 (0.2209) loss_rec_sfr: 0.2566 (0.2866) loss_cl: -0.2791 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [21:50:52.052423] Epoch: [207] [2300/2904] eta: 0:07:35 lr: 0.002123 loss: 0.1818 (0.1950) loss_rec_all: 0.2085 (0.2209) loss_rec_sfr: 0.2603 (0.2865) loss_cl: -0.2794 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [21:51:06.966173] Epoch: [207] [2320/2904] eta: 0:07:20 lr: 0.002123 loss: 0.1888 (0.1950) loss_rec_all: 0.2149 (0.2209) loss_rec_sfr: 0.2766 (0.2866) loss_cl: -0.2800 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [21:51:21.879283] Epoch: [207] [2340/2904] eta: 0:07:05 lr: 0.002123 loss: 0.1886 (0.1951) loss_rec_all: 0.2150 (0.2210) loss_rec_sfr: 0.2723 (0.2868) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [21:51:36.797384] Epoch: [207] [2360/2904] eta: 0:06:50 lr: 0.002123 loss: 0.1833 (0.1950) loss_rec_all: 0.2099 (0.2209) loss_rec_sfr: 0.2652 (0.2866) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [21:51:51.715509] Epoch: [207] [2380/2904] eta: 0:06:35 lr: 0.002123 loss: 0.1837 (0.1950) loss_rec_all: 0.2099 (0.2209) loss_rec_sfr: 0.2767 (0.2866) loss_cl: -0.2794 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [21:52:06.631784] Epoch: [207] [2400/2904] eta: 0:06:20 lr: 0.002123 loss: 0.1833 (0.1950) loss_rec_all: 0.2091 (0.2209) loss_rec_sfr: 0.2700 (0.2865) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [21:52:21.548928] Epoch: [207] [2420/2904] eta: 0:06:05 lr: 0.002123 loss: 0.1849 (0.1950) loss_rec_all: 0.2109 (0.2208) loss_rec_sfr: 0.2630 (0.2864) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [21:52:36.464860] Epoch: [207] [2440/2904] eta: 0:05:49 lr: 0.002123 loss: 0.1865 (0.1951) loss_rec_all: 0.2127 (0.2210) loss_rec_sfr: 0.2833 (0.2868) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [21:52:51.390655] Epoch: [207] [2460/2904] eta: 0:05:34 lr: 0.002123 loss: 0.1837 (0.1951) loss_rec_all: 0.2100 (0.2209) loss_rec_sfr: 0.2373 (0.2867) loss_cl: -0.2796 (-0.2788) time: 0.7463 data: 0.0003 max mem: 29860 [21:53:06.315490] Epoch: [207] [2480/2904] eta: 0:05:19 lr: 0.002123 loss: 0.1856 (0.1950) loss_rec_all: 0.2120 (0.2209) loss_rec_sfr: 0.2351 (0.2865) loss_cl: -0.2791 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [21:53:21.239044] Epoch: [207] [2500/2904] eta: 0:05:04 lr: 0.002123 loss: 0.1875 (0.1950) loss_rec_all: 0.2133 (0.2209) loss_rec_sfr: 0.2711 (0.2866) loss_cl: -0.2784 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [21:53:36.155558] Epoch: [207] [2520/2904] eta: 0:04:49 lr: 0.002123 loss: 0.1874 (0.1951) loss_rec_all: 0.2139 (0.2209) loss_rec_sfr: 0.2683 (0.2867) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [21:53:51.073063] Epoch: [207] [2540/2904] eta: 0:04:34 lr: 0.002122 loss: 0.1850 (0.1951) loss_rec_all: 0.2109 (0.2209) loss_rec_sfr: 0.2645 (0.2867) loss_cl: -0.2780 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [21:54:05.987751] Epoch: [207] [2560/2904] eta: 0:04:19 lr: 0.002122 loss: 0.1878 (0.1951) loss_rec_all: 0.2140 (0.2210) loss_rec_sfr: 0.2687 (0.2867) loss_cl: -0.2780 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [21:54:20.899217] Epoch: [207] [2580/2904] eta: 0:04:04 lr: 0.002122 loss: 0.1829 (0.1951) loss_rec_all: 0.2089 (0.2209) loss_rec_sfr: 0.2724 (0.2867) loss_cl: -0.2796 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [21:54:35.814949] Epoch: [207] [2600/2904] eta: 0:03:49 lr: 0.002122 loss: 0.1862 (0.1951) loss_rec_all: 0.2120 (0.2209) loss_rec_sfr: 0.2802 (0.2867) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [21:54:50.736887] Epoch: [207] [2620/2904] eta: 0:03:34 lr: 0.002122 loss: 0.1844 (0.1951) loss_rec_all: 0.2104 (0.2210) loss_rec_sfr: 0.2648 (0.2868) loss_cl: -0.2785 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [21:55:05.652892] Epoch: [207] [2640/2904] eta: 0:03:18 lr: 0.002122 loss: 0.1819 (0.1951) loss_rec_all: 0.2077 (0.2210) loss_rec_sfr: 0.2667 (0.2868) loss_cl: -0.2772 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [21:55:20.566831] Epoch: [207] [2660/2904] eta: 0:03:03 lr: 0.002122 loss: 0.1862 (0.1952) loss_rec_all: 0.2126 (0.2210) loss_rec_sfr: 0.2786 (0.2870) loss_cl: -0.2781 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [21:55:35.480679] Epoch: [207] [2680/2904] eta: 0:02:48 lr: 0.002122 loss: 0.1917 (0.1952) loss_rec_all: 0.2182 (0.2211) loss_rec_sfr: 0.2658 (0.2872) loss_cl: -0.2801 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [21:55:50.398038] Epoch: [207] [2700/2904] eta: 0:02:33 lr: 0.002122 loss: 0.1818 (0.1952) loss_rec_all: 0.2079 (0.2211) loss_rec_sfr: 0.2682 (0.2873) loss_cl: -0.2802 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [21:56:05.299808] Epoch: [207] [2720/2904] eta: 0:02:18 lr: 0.002122 loss: 0.1970 (0.1953) loss_rec_all: 0.2230 (0.2212) loss_rec_sfr: 0.2778 (0.2876) loss_cl: -0.2786 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [21:56:20.214041] Epoch: [207] [2740/2904] eta: 0:02:03 lr: 0.002122 loss: 0.1841 (0.1953) loss_rec_all: 0.2101 (0.2212) loss_rec_sfr: 0.2730 (0.2875) loss_cl: -0.2780 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [21:56:35.125298] Epoch: [207] [2760/2904] eta: 0:01:48 lr: 0.002122 loss: 0.1842 (0.1953) loss_rec_all: 0.2102 (0.2212) loss_rec_sfr: 0.2779 (0.2876) loss_cl: -0.2775 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [21:56:50.035302] Epoch: [207] [2780/2904] eta: 0:01:33 lr: 0.002122 loss: 0.1822 (0.1954) loss_rec_all: 0.2086 (0.2212) loss_rec_sfr: 0.2731 (0.2877) loss_cl: -0.2783 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [21:57:04.951958] Epoch: [207] [2800/2904] eta: 0:01:18 lr: 0.002122 loss: 0.1852 (0.1953) loss_rec_all: 0.2116 (0.2212) loss_rec_sfr: 0.2613 (0.2876) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [21:57:19.863703] Epoch: [207] [2820/2904] eta: 0:01:03 lr: 0.002122 loss: 0.1877 (0.1953) loss_rec_all: 0.2137 (0.2212) loss_rec_sfr: 0.2659 (0.2875) loss_cl: -0.2800 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [21:57:34.807140] Epoch: [207] [2840/2904] eta: 0:00:48 lr: 0.002122 loss: 0.1878 (0.1953) loss_rec_all: 0.2137 (0.2212) loss_rec_sfr: 0.2704 (0.2876) loss_cl: -0.2785 (-0.2788) time: 0.7471 data: 0.0026 max mem: 29860 [21:57:49.705299] Epoch: [207] [2860/2904] eta: 0:00:33 lr: 0.002122 loss: 0.1842 (0.1954) loss_rec_all: 0.2102 (0.2212) loss_rec_sfr: 0.2720 (0.2878) loss_cl: -0.2788 (-0.2788) time: 0.7449 data: 0.0001 max mem: 29860 [21:58:04.607840] Epoch: [207] [2880/2904] eta: 0:00:18 lr: 0.002122 loss: 0.1943 (0.1955) loss_rec_all: 0.2200 (0.2213) loss_rec_sfr: 0.2791 (0.2881) loss_cl: -0.2789 (-0.2788) time: 0.7451 data: 0.0001 max mem: 29860 [21:58:19.516873] Epoch: [207] [2900/2904] eta: 0:00:03 lr: 0.002122 loss: 0.1838 (0.1954) loss_rec_all: 0.2102 (0.2213) loss_rec_sfr: 0.2708 (0.2880) loss_cl: -0.2790 (-0.2788) time: 0.7454 data: 0.0001 max mem: 29860 [21:58:21.759342] Epoch: [207] [2903/2904] eta: 0:00:00 lr: 0.002122 loss: 0.1831 (0.1954) loss_rec_all: 0.2098 (0.2213) loss_rec_sfr: 0.2708 (0.2881) loss_cl: -0.2791 (-0.2788) time: 0.7454 data: 0.0001 max mem: 29860 [21:58:23.995176] Epoch: [207] Total time: 0:36:28 (0.7537 s / it) [21:58:24.000476] Averaged stats: lr: 0.002122 loss: 0.1831 (0.1981) loss_rec_all: 0.2098 (0.2217) loss_rec_sfr: 0.2708 (0.2894) loss_cl: -0.2791 (-0.2555) [21:58:24.005741] log_dir: ./checkpoint/VF2_ViT-B [21:58:41.830401] Epoch: [208] [ 0/2904] eta: 14:22:38 lr: 0.002122 loss: 0.1812 (0.1812) loss_rec_all: 0.2070 (0.2070) loss_rec_sfr: 0.2906 (0.2906) loss_cl: -0.2789 (-0.2789) time: 17.8233 data: 16.7565 max mem: 29860 [21:58:56.708456] Epoch: [208] [ 20/2904] eta: 1:14:50 lr: 0.002122 loss: 0.1883 (0.1948) loss_rec_all: 0.2142 (0.2206) loss_rec_sfr: 0.2679 (0.2908) loss_cl: -0.2783 (-0.2782) time: 0.7438 data: 0.0002 max mem: 29860 [21:59:11.589287] Epoch: [208] [ 40/2904] eta: 0:55:23 lr: 0.002122 loss: 0.1869 (0.1948) loss_rec_all: 0.2128 (0.2206) loss_rec_sfr: 0.2721 (0.2887) loss_cl: -0.2784 (-0.2782) time: 0.7440 data: 0.0002 max mem: 29860 [21:59:26.463883] Epoch: [208] [ 60/2904] eta: 0:48:31 lr: 0.002122 loss: 0.1836 (0.1945) loss_rec_all: 0.2095 (0.2203) loss_rec_sfr: 0.2706 (0.2886) loss_cl: -0.2785 (-0.2783) time: 0.7437 data: 0.0003 max mem: 29860 [21:59:41.350456] Epoch: [208] [ 80/2904] eta: 0:44:56 lr: 0.002122 loss: 0.1830 (0.1952) loss_rec_all: 0.2090 (0.2210) loss_rec_sfr: 0.2732 (0.2919) loss_cl: -0.2792 (-0.2786) time: 0.7443 data: 0.0002 max mem: 29860 [21:59:56.254802] Epoch: [208] [ 100/2904] eta: 0:42:40 lr: 0.002122 loss: 0.1840 (0.1946) loss_rec_all: 0.2103 (0.2204) loss_rec_sfr: 0.2706 (0.2895) loss_cl: -0.2801 (-0.2789) time: 0.7452 data: 0.0003 max mem: 29860 [22:00:11.158571] Epoch: [208] [ 120/2904] eta: 0:41:05 lr: 0.002122 loss: 0.1804 (0.1938) loss_rec_all: 0.2066 (0.2197) loss_rec_sfr: 0.2685 (0.2869) loss_cl: -0.2792 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [22:00:26.079277] Epoch: [208] [ 140/2904] eta: 0:39:52 lr: 0.002122 loss: 0.1884 (0.1948) loss_rec_all: 0.2140 (0.2206) loss_rec_sfr: 0.2685 (0.2890) loss_cl: -0.2780 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [22:00:40.987446] Epoch: [208] [ 160/2904] eta: 0:38:54 lr: 0.002122 loss: 0.1840 (0.1952) loss_rec_all: 0.2105 (0.2210) loss_rec_sfr: 0.2656 (0.2910) loss_cl: -0.2785 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [22:00:55.906749] Epoch: [208] [ 180/2904] eta: 0:38:05 lr: 0.002122 loss: 0.1878 (0.1960) loss_rec_all: 0.2138 (0.2218) loss_rec_sfr: 0.2748 (0.2926) loss_cl: -0.2788 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [22:01:10.822171] Epoch: [208] [ 200/2904] eta: 0:37:23 lr: 0.002122 loss: 0.1866 (0.1957) loss_rec_all: 0.2126 (0.2216) loss_rec_sfr: 0.2660 (0.2915) loss_cl: -0.2785 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [22:01:25.741756] Epoch: [208] [ 220/2904] eta: 0:36:46 lr: 0.002122 loss: 0.1835 (0.1949) loss_rec_all: 0.2100 (0.2208) loss_rec_sfr: 0.2324 (0.2879) loss_cl: -0.2789 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [22:01:40.675181] Epoch: [208] [ 240/2904] eta: 0:36:13 lr: 0.002122 loss: 0.1816 (0.1944) loss_rec_all: 0.2079 (0.2203) loss_rec_sfr: 0.2630 (0.2859) loss_cl: -0.2791 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [22:01:55.593191] Epoch: [208] [ 260/2904] eta: 0:35:43 lr: 0.002122 loss: 0.1857 (0.1946) loss_rec_all: 0.2119 (0.2205) loss_rec_sfr: 0.2654 (0.2860) loss_cl: -0.2797 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [22:02:10.509903] Epoch: [208] [ 280/2904] eta: 0:35:14 lr: 0.002122 loss: 0.1867 (0.1947) loss_rec_all: 0.2126 (0.2206) loss_rec_sfr: 0.2709 (0.2859) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [22:02:25.431452] Epoch: [208] [ 300/2904] eta: 0:34:48 lr: 0.002122 loss: 0.1829 (0.1941) loss_rec_all: 0.2091 (0.2200) loss_rec_sfr: 0.2694 (0.2847) loss_cl: -0.2782 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [22:02:40.375936] Epoch: [208] [ 320/2904] eta: 0:34:23 lr: 0.002122 loss: 0.1876 (0.1944) loss_rec_all: 0.2134 (0.2203) loss_rec_sfr: 0.2550 (0.2848) loss_cl: -0.2784 (-0.2787) time: 0.7471 data: 0.0003 max mem: 29860 [22:02:55.287037] Epoch: [208] [ 340/2904] eta: 0:33:59 lr: 0.002122 loss: 0.1834 (0.1940) loss_rec_all: 0.2092 (0.2199) loss_rec_sfr: 0.2664 (0.2840) loss_cl: -0.2797 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [22:03:10.396919] Epoch: [208] [ 360/2904] eta: 0:33:38 lr: 0.002122 loss: 0.1834 (0.1943) loss_rec_all: 0.2094 (0.2202) loss_rec_sfr: 0.2660 (0.2853) loss_cl: -0.2795 (-0.2788) time: 0.7554 data: 0.0002 max mem: 29860 [22:03:25.317255] Epoch: [208] [ 380/2904] eta: 0:33:15 lr: 0.002122 loss: 0.1863 (0.1944) loss_rec_all: 0.2122 (0.2203) loss_rec_sfr: 0.2751 (0.2858) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [22:03:40.230386] Epoch: [208] [ 400/2904] eta: 0:32:54 lr: 0.002122 loss: 0.1882 (0.1949) loss_rec_all: 0.2148 (0.2208) loss_rec_sfr: 0.2716 (0.2870) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [22:03:55.134776] Epoch: [208] [ 420/2904] eta: 0:32:33 lr: 0.002122 loss: 0.1864 (0.1948) loss_rec_all: 0.2124 (0.2207) loss_rec_sfr: 0.2739 (0.2866) loss_cl: -0.2786 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [22:04:10.035189] Epoch: [208] [ 440/2904] eta: 0:32:13 lr: 0.002122 loss: 0.1826 (0.1946) loss_rec_all: 0.2086 (0.2205) loss_rec_sfr: 0.2692 (0.2859) loss_cl: -0.2792 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [22:04:24.948266] Epoch: [208] [ 460/2904] eta: 0:31:53 lr: 0.002122 loss: 0.1862 (0.1949) loss_rec_all: 0.2122 (0.2207) loss_rec_sfr: 0.2705 (0.2867) loss_cl: -0.2781 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [22:04:39.868471] Epoch: [208] [ 480/2904] eta: 0:31:34 lr: 0.002122 loss: 0.1822 (0.1949) loss_rec_all: 0.2084 (0.2208) loss_rec_sfr: 0.2656 (0.2873) loss_cl: -0.2784 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [22:04:54.785132] Epoch: [208] [ 500/2904] eta: 0:31:14 lr: 0.002122 loss: 0.1835 (0.1950) loss_rec_all: 0.2098 (0.2208) loss_rec_sfr: 0.2729 (0.2873) loss_cl: -0.2782 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [22:05:09.702628] Epoch: [208] [ 520/2904] eta: 0:30:56 lr: 0.002122 loss: 0.1848 (0.1948) loss_rec_all: 0.2108 (0.2207) loss_rec_sfr: 0.2660 (0.2868) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [22:05:24.621020] Epoch: [208] [ 540/2904] eta: 0:30:37 lr: 0.002121 loss: 0.1860 (0.1947) loss_rec_all: 0.2119 (0.2205) loss_rec_sfr: 0.2666 (0.2863) loss_cl: -0.2795 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [22:05:39.534295] Epoch: [208] [ 560/2904] eta: 0:30:19 lr: 0.002121 loss: 0.1843 (0.1948) loss_rec_all: 0.2101 (0.2206) loss_rec_sfr: 0.2553 (0.2864) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [22:05:54.443805] Epoch: [208] [ 580/2904] eta: 0:30:01 lr: 0.002121 loss: 0.1824 (0.1947) loss_rec_all: 0.2085 (0.2206) loss_rec_sfr: 0.2661 (0.2861) loss_cl: -0.2775 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [22:06:09.364149] Epoch: [208] [ 600/2904] eta: 0:29:43 lr: 0.002121 loss: 0.1826 (0.1944) loss_rec_all: 0.2088 (0.2203) loss_rec_sfr: 0.2328 (0.2852) loss_cl: -0.2786 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [22:06:24.286862] Epoch: [208] [ 620/2904] eta: 0:29:26 lr: 0.002121 loss: 0.1820 (0.1942) loss_rec_all: 0.2086 (0.2201) loss_rec_sfr: 0.2606 (0.2845) loss_cl: -0.2806 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [22:06:39.208829] Epoch: [208] [ 640/2904] eta: 0:29:08 lr: 0.002121 loss: 0.1889 (0.1945) loss_rec_all: 0.2150 (0.2204) loss_rec_sfr: 0.2785 (0.2855) loss_cl: -0.2798 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [22:06:54.140350] Epoch: [208] [ 660/2904] eta: 0:28:51 lr: 0.002121 loss: 0.1894 (0.1948) loss_rec_all: 0.2154 (0.2207) loss_rec_sfr: 0.2815 (0.2867) loss_cl: -0.2786 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [22:07:09.058060] Epoch: [208] [ 680/2904] eta: 0:28:34 lr: 0.002121 loss: 0.1891 (0.1950) loss_rec_all: 0.2149 (0.2209) loss_rec_sfr: 0.2778 (0.2873) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [22:07:23.974526] Epoch: [208] [ 700/2904] eta: 0:28:17 lr: 0.002121 loss: 0.1840 (0.1948) loss_rec_all: 0.2097 (0.2206) loss_rec_sfr: 0.2632 (0.2866) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [22:07:38.890091] Epoch: [208] [ 720/2904] eta: 0:28:00 lr: 0.002121 loss: 0.1842 (0.1948) loss_rec_all: 0.2105 (0.2207) loss_rec_sfr: 0.2773 (0.2868) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [22:07:53.818215] Epoch: [208] [ 740/2904] eta: 0:27:43 lr: 0.002121 loss: 0.1888 (0.1948) loss_rec_all: 0.2147 (0.2207) loss_rec_sfr: 0.2729 (0.2869) loss_cl: -0.2793 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [22:08:08.737710] Epoch: [208] [ 760/2904] eta: 0:27:27 lr: 0.002121 loss: 0.1875 (0.1948) loss_rec_all: 0.2140 (0.2207) loss_rec_sfr: 0.2695 (0.2869) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [22:08:23.659252] Epoch: [208] [ 780/2904] eta: 0:27:10 lr: 0.002121 loss: 0.1855 (0.1947) loss_rec_all: 0.2118 (0.2206) loss_rec_sfr: 0.2713 (0.2865) loss_cl: -0.2792 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [22:08:38.578594] Epoch: [208] [ 800/2904] eta: 0:26:54 lr: 0.002121 loss: 0.1847 (0.1947) loss_rec_all: 0.2106 (0.2206) loss_rec_sfr: 0.2716 (0.2866) loss_cl: -0.2779 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [22:08:53.502442] Epoch: [208] [ 820/2904] eta: 0:26:37 lr: 0.002121 loss: 0.1867 (0.1948) loss_rec_all: 0.2127 (0.2207) loss_rec_sfr: 0.2758 (0.2869) loss_cl: -0.2779 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [22:09:08.421271] Epoch: [208] [ 840/2904] eta: 0:26:21 lr: 0.002121 loss: 0.1889 (0.1951) loss_rec_all: 0.2148 (0.2210) loss_rec_sfr: 0.2706 (0.2877) loss_cl: -0.2795 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [22:09:23.338601] Epoch: [208] [ 860/2904] eta: 0:26:05 lr: 0.002121 loss: 0.1922 (0.1953) loss_rec_all: 0.2180 (0.2212) loss_rec_sfr: 0.2742 (0.2885) loss_cl: -0.2796 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [22:09:38.253740] Epoch: [208] [ 880/2904] eta: 0:25:48 lr: 0.002121 loss: 0.1835 (0.1954) loss_rec_all: 0.2100 (0.2213) loss_rec_sfr: 0.2726 (0.2888) loss_cl: -0.2784 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [22:09:53.168203] Epoch: [208] [ 900/2904] eta: 0:25:32 lr: 0.002121 loss: 0.1898 (0.1955) loss_rec_all: 0.2160 (0.2214) loss_rec_sfr: 0.2815 (0.2890) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [22:10:08.080208] Epoch: [208] [ 920/2904] eta: 0:25:16 lr: 0.002121 loss: 0.1816 (0.1956) loss_rec_all: 0.2077 (0.2215) loss_rec_sfr: 0.2671 (0.2895) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [22:10:22.994527] Epoch: [208] [ 940/2904] eta: 0:25:00 lr: 0.002121 loss: 0.1863 (0.1955) loss_rec_all: 0.2119 (0.2214) loss_rec_sfr: 0.2752 (0.2891) loss_cl: -0.2780 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [22:10:37.912342] Epoch: [208] [ 960/2904] eta: 0:24:44 lr: 0.002121 loss: 0.1850 (0.1956) loss_rec_all: 0.2110 (0.2214) loss_rec_sfr: 0.2769 (0.2892) loss_cl: -0.2780 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [22:10:52.829935] Epoch: [208] [ 980/2904] eta: 0:24:28 lr: 0.002121 loss: 0.1828 (0.1956) loss_rec_all: 0.2091 (0.2215) loss_rec_sfr: 0.2727 (0.2896) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [22:11:07.744963] Epoch: [208] [1000/2904] eta: 0:24:12 lr: 0.002121 loss: 0.1835 (0.1958) loss_rec_all: 0.2095 (0.2217) loss_rec_sfr: 0.2255 (0.2898) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [22:11:22.654116] Epoch: [208] [1020/2904] eta: 0:23:56 lr: 0.002121 loss: 0.1842 (0.1958) loss_rec_all: 0.2101 (0.2217) loss_rec_sfr: 0.2754 (0.2900) loss_cl: -0.2789 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [22:11:37.569245] Epoch: [208] [1040/2904] eta: 0:23:40 lr: 0.002121 loss: 0.1847 (0.1957) loss_rec_all: 0.2106 (0.2216) loss_rec_sfr: 0.2666 (0.2896) loss_cl: -0.2794 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [22:11:52.476679] Epoch: [208] [1060/2904] eta: 0:23:25 lr: 0.002121 loss: 0.1859 (0.1957) loss_rec_all: 0.2124 (0.2215) loss_rec_sfr: 0.2659 (0.2893) loss_cl: -0.2795 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [22:12:07.383004] Epoch: [208] [1080/2904] eta: 0:23:09 lr: 0.002121 loss: 0.1851 (0.1957) loss_rec_all: 0.2112 (0.2215) loss_rec_sfr: 0.2702 (0.2893) loss_cl: -0.2781 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [22:12:22.295644] Epoch: [208] [1100/2904] eta: 0:22:53 lr: 0.002121 loss: 0.1845 (0.1956) loss_rec_all: 0.2101 (0.2215) loss_rec_sfr: 0.2674 (0.2892) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [22:12:37.210120] Epoch: [208] [1120/2904] eta: 0:22:37 lr: 0.002121 loss: 0.1839 (0.1957) loss_rec_all: 0.2104 (0.2216) loss_rec_sfr: 0.2722 (0.2894) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [22:12:52.129434] Epoch: [208] [1140/2904] eta: 0:22:22 lr: 0.002121 loss: 0.1844 (0.1957) loss_rec_all: 0.2104 (0.2216) loss_rec_sfr: 0.2717 (0.2894) loss_cl: -0.2795 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [22:13:07.047935] Epoch: [208] [1160/2904] eta: 0:22:06 lr: 0.002121 loss: 0.1857 (0.1957) loss_rec_all: 0.2118 (0.2215) loss_rec_sfr: 0.2736 (0.2894) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [22:13:21.970367] Epoch: [208] [1180/2904] eta: 0:21:50 lr: 0.002121 loss: 0.1857 (0.1957) loss_rec_all: 0.2114 (0.2216) loss_rec_sfr: 0.2746 (0.2894) loss_cl: -0.2779 (-0.2788) time: 0.7461 data: 0.0005 max mem: 29860 [22:13:36.899773] Epoch: [208] [1200/2904] eta: 0:21:35 lr: 0.002121 loss: 0.1882 (0.1958) loss_rec_all: 0.2141 (0.2216) loss_rec_sfr: 0.2757 (0.2896) loss_cl: -0.2788 (-0.2788) time: 0.7464 data: 0.0004 max mem: 29860 [22:13:51.840632] Epoch: [208] [1220/2904] eta: 0:21:19 lr: 0.002121 loss: 0.1844 (0.1958) loss_rec_all: 0.2109 (0.2216) loss_rec_sfr: 0.2653 (0.2895) loss_cl: -0.2799 (-0.2788) time: 0.7470 data: 0.0004 max mem: 29860 [22:14:06.767125] Epoch: [208] [1240/2904] eta: 0:21:04 lr: 0.002121 loss: 0.1869 (0.1959) loss_rec_all: 0.2129 (0.2218) loss_rec_sfr: 0.2713 (0.2900) loss_cl: -0.2791 (-0.2788) time: 0.7463 data: 0.0003 max mem: 29860 [22:14:21.685258] Epoch: [208] [1260/2904] eta: 0:20:48 lr: 0.002121 loss: 0.1893 (0.1959) loss_rec_all: 0.2156 (0.2217) loss_rec_sfr: 0.2596 (0.2897) loss_cl: -0.2775 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [22:14:36.602084] Epoch: [208] [1280/2904] eta: 0:20:32 lr: 0.002121 loss: 0.1827 (0.1958) loss_rec_all: 0.2088 (0.2216) loss_rec_sfr: 0.2526 (0.2892) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [22:14:51.517026] Epoch: [208] [1300/2904] eta: 0:20:17 lr: 0.002121 loss: 0.1897 (0.1959) loss_rec_all: 0.2157 (0.2218) loss_rec_sfr: 0.2751 (0.2895) loss_cl: -0.2799 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [22:15:06.428834] Epoch: [208] [1320/2904] eta: 0:20:01 lr: 0.002121 loss: 0.1843 (0.1959) loss_rec_all: 0.2106 (0.2218) loss_rec_sfr: 0.2719 (0.2897) loss_cl: -0.2795 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [22:15:21.338193] Epoch: [208] [1340/2904] eta: 0:19:46 lr: 0.002121 loss: 0.1812 (0.1958) loss_rec_all: 0.2074 (0.2216) loss_rec_sfr: 0.2386 (0.2891) loss_cl: -0.2793 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [22:15:36.240745] Epoch: [208] [1360/2904] eta: 0:19:30 lr: 0.002121 loss: 0.1807 (0.1957) loss_rec_all: 0.2066 (0.2216) loss_rec_sfr: 0.2644 (0.2890) loss_cl: -0.2788 (-0.2788) time: 0.7451 data: 0.0003 max mem: 29860 [22:15:51.148356] Epoch: [208] [1380/2904] eta: 0:19:15 lr: 0.002121 loss: 0.1898 (0.1958) loss_rec_all: 0.2155 (0.2216) loss_rec_sfr: 0.2670 (0.2890) loss_cl: -0.2775 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [22:16:06.058188] Epoch: [208] [1400/2904] eta: 0:19:00 lr: 0.002121 loss: 0.1856 (0.1956) loss_rec_all: 0.2116 (0.2215) loss_rec_sfr: 0.2662 (0.2886) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [22:16:20.961843] Epoch: [208] [1420/2904] eta: 0:18:44 lr: 0.002121 loss: 0.1822 (0.1955) loss_rec_all: 0.2087 (0.2214) loss_rec_sfr: 0.2675 (0.2882) loss_cl: -0.2787 (-0.2788) time: 0.7451 data: 0.0003 max mem: 29860 [22:16:35.865441] Epoch: [208] [1440/2904] eta: 0:18:29 lr: 0.002121 loss: 0.1785 (0.1954) loss_rec_all: 0.2049 (0.2212) loss_rec_sfr: 0.2792 (0.2880) loss_cl: -0.2792 (-0.2788) time: 0.7451 data: 0.0003 max mem: 29860 [22:16:50.770199] Epoch: [208] [1460/2904] eta: 0:18:13 lr: 0.002120 loss: 0.1935 (0.1954) loss_rec_all: 0.2196 (0.2213) loss_rec_sfr: 0.2697 (0.2882) loss_cl: -0.2791 (-0.2788) time: 0.7452 data: 0.0003 max mem: 29860 [22:17:05.669829] Epoch: [208] [1480/2904] eta: 0:17:58 lr: 0.002120 loss: 0.1825 (0.1954) loss_rec_all: 0.2088 (0.2212) loss_rec_sfr: 0.2326 (0.2878) loss_cl: -0.2783 (-0.2788) time: 0.7449 data: 0.0003 max mem: 29860 [22:17:20.571123] Epoch: [208] [1500/2904] eta: 0:17:43 lr: 0.002120 loss: 0.1860 (0.1953) loss_rec_all: 0.2120 (0.2212) loss_rec_sfr: 0.2727 (0.2877) loss_cl: -0.2783 (-0.2788) time: 0.7450 data: 0.0003 max mem: 29860 [22:17:35.474589] Epoch: [208] [1520/2904] eta: 0:17:27 lr: 0.002120 loss: 0.1874 (0.1954) loss_rec_all: 0.2137 (0.2213) loss_rec_sfr: 0.2831 (0.2881) loss_cl: -0.2786 (-0.2788) time: 0.7451 data: 0.0003 max mem: 29860 [22:17:50.376007] Epoch: [208] [1540/2904] eta: 0:17:12 lr: 0.002120 loss: 0.1864 (0.1954) loss_rec_all: 0.2129 (0.2213) loss_rec_sfr: 0.2640 (0.2879) loss_cl: -0.2794 (-0.2788) time: 0.7450 data: 0.0003 max mem: 29860 [22:18:05.275994] Epoch: [208] [1560/2904] eta: 0:16:56 lr: 0.002120 loss: 0.1891 (0.1954) loss_rec_all: 0.2150 (0.2213) loss_rec_sfr: 0.2701 (0.2880) loss_cl: -0.2786 (-0.2788) time: 0.7450 data: 0.0003 max mem: 29860 [22:18:20.173932] Epoch: [208] [1580/2904] eta: 0:16:41 lr: 0.002120 loss: 0.1839 (0.1953) loss_rec_all: 0.2098 (0.2212) loss_rec_sfr: 0.2627 (0.2877) loss_cl: -0.2791 (-0.2788) time: 0.7449 data: 0.0003 max mem: 29860 [22:18:35.077740] Epoch: [208] [1600/2904] eta: 0:16:26 lr: 0.002120 loss: 0.1878 (0.1954) loss_rec_all: 0.2139 (0.2212) loss_rec_sfr: 0.2732 (0.2879) loss_cl: -0.2795 (-0.2788) time: 0.7452 data: 0.0003 max mem: 29860 [22:18:49.973005] Epoch: [208] [1620/2904] eta: 0:16:11 lr: 0.002120 loss: 0.1918 (0.1954) loss_rec_all: 0.2180 (0.2212) loss_rec_sfr: 0.2725 (0.2878) loss_cl: -0.2789 (-0.2788) time: 0.7447 data: 0.0003 max mem: 29860 [22:19:04.880491] Epoch: [208] [1640/2904] eta: 0:15:55 lr: 0.002120 loss: 0.1838 (0.1954) loss_rec_all: 0.2102 (0.2213) loss_rec_sfr: 0.2313 (0.2879) loss_cl: -0.2778 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [22:19:19.787003] Epoch: [208] [1660/2904] eta: 0:15:40 lr: 0.002120 loss: 0.1885 (0.1954) loss_rec_all: 0.2145 (0.2212) loss_rec_sfr: 0.2776 (0.2878) loss_cl: -0.2783 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [22:19:34.703547] Epoch: [208] [1680/2904] eta: 0:15:25 lr: 0.002120 loss: 0.1881 (0.1953) loss_rec_all: 0.2140 (0.2212) loss_rec_sfr: 0.2715 (0.2876) loss_cl: -0.2798 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [22:19:49.619710] Epoch: [208] [1700/2904] eta: 0:15:09 lr: 0.002120 loss: 0.1829 (0.1954) loss_rec_all: 0.2089 (0.2212) loss_rec_sfr: 0.2725 (0.2878) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [22:20:04.529374] Epoch: [208] [1720/2904] eta: 0:14:54 lr: 0.002120 loss: 0.1857 (0.1954) loss_rec_all: 0.2116 (0.2212) loss_rec_sfr: 0.2774 (0.2880) loss_cl: -0.2787 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [22:20:19.452619] Epoch: [208] [1740/2904] eta: 0:14:39 lr: 0.002120 loss: 0.1843 (0.1953) loss_rec_all: 0.2103 (0.2212) loss_rec_sfr: 0.2730 (0.2880) loss_cl: -0.2784 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [22:20:34.368491] Epoch: [208] [1760/2904] eta: 0:14:24 lr: 0.002120 loss: 0.1855 (0.1954) loss_rec_all: 0.2113 (0.2212) loss_rec_sfr: 0.2762 (0.2881) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [22:20:49.277459] Epoch: [208] [1780/2904] eta: 0:14:08 lr: 0.002120 loss: 0.1809 (0.1953) loss_rec_all: 0.2067 (0.2211) loss_rec_sfr: 0.2807 (0.2880) loss_cl: -0.2786 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [22:21:04.183089] Epoch: [208] [1800/2904] eta: 0:13:53 lr: 0.002120 loss: 0.1850 (0.1953) loss_rec_all: 0.2107 (0.2212) loss_rec_sfr: 0.2695 (0.2881) loss_cl: -0.2786 (-0.2788) time: 0.7452 data: 0.0003 max mem: 29860 [22:21:19.086715] Epoch: [208] [1820/2904] eta: 0:13:38 lr: 0.002120 loss: 0.1869 (0.1953) loss_rec_all: 0.2128 (0.2212) loss_rec_sfr: 0.2670 (0.2880) loss_cl: -0.2794 (-0.2788) time: 0.7451 data: 0.0003 max mem: 29860 [22:21:33.992585] Epoch: [208] [1840/2904] eta: 0:13:23 lr: 0.002120 loss: 0.1869 (0.1954) loss_rec_all: 0.2128 (0.2212) loss_rec_sfr: 0.2736 (0.2882) loss_cl: -0.2795 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [22:21:48.895956] Epoch: [208] [1860/2904] eta: 0:13:08 lr: 0.002120 loss: 0.1823 (0.1954) loss_rec_all: 0.2086 (0.2212) loss_rec_sfr: 0.2813 (0.2883) loss_cl: -0.2788 (-0.2788) time: 0.7451 data: 0.0003 max mem: 29860 [22:22:03.799365] Epoch: [208] [1880/2904] eta: 0:12:52 lr: 0.002120 loss: 0.1814 (0.1953) loss_rec_all: 0.2073 (0.2211) loss_rec_sfr: 0.2679 (0.2880) loss_cl: -0.2786 (-0.2788) time: 0.7451 data: 0.0003 max mem: 29860 [22:22:18.704624] Epoch: [208] [1900/2904] eta: 0:12:37 lr: 0.002120 loss: 0.1874 (0.1954) loss_rec_all: 0.2137 (0.2212) loss_rec_sfr: 0.2592 (0.2883) loss_cl: -0.2794 (-0.2788) time: 0.7452 data: 0.0003 max mem: 29860 [22:22:33.613215] Epoch: [208] [1920/2904] eta: 0:12:22 lr: 0.002120 loss: 0.1846 (0.1954) loss_rec_all: 0.2110 (0.2212) loss_rec_sfr: 0.2723 (0.2882) loss_cl: -0.2791 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [22:22:48.517620] Epoch: [208] [1940/2904] eta: 0:12:07 lr: 0.002120 loss: 0.1847 (0.1953) loss_rec_all: 0.2108 (0.2212) loss_rec_sfr: 0.2672 (0.2879) loss_cl: -0.2795 (-0.2788) time: 0.7452 data: 0.0003 max mem: 29860 [22:23:03.423126] Epoch: [208] [1960/2904] eta: 0:11:52 lr: 0.002120 loss: 0.1887 (0.1953) loss_rec_all: 0.2147 (0.2212) loss_rec_sfr: 0.2702 (0.2880) loss_cl: -0.2794 (-0.2788) time: 0.7452 data: 0.0003 max mem: 29860 [22:23:18.329860] Epoch: [208] [1980/2904] eta: 0:11:36 lr: 0.002120 loss: 0.1849 (0.1954) loss_rec_all: 0.2112 (0.2213) loss_rec_sfr: 0.2716 (0.2882) loss_cl: -0.2792 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [22:23:33.225616] Epoch: [208] [2000/2904] eta: 0:11:21 lr: 0.002120 loss: 0.1883 (0.1954) loss_rec_all: 0.2145 (0.2213) loss_rec_sfr: 0.2664 (0.2882) loss_cl: -0.2783 (-0.2788) time: 0.7448 data: 0.0003 max mem: 29860 [22:23:48.124288] Epoch: [208] [2020/2904] eta: 0:11:06 lr: 0.002120 loss: 0.1841 (0.1955) loss_rec_all: 0.2103 (0.2214) loss_rec_sfr: 0.2713 (0.2885) loss_cl: -0.2786 (-0.2788) time: 0.7449 data: 0.0003 max mem: 29860 [22:24:03.029172] Epoch: [208] [2040/2904] eta: 0:10:51 lr: 0.002120 loss: 0.1859 (0.1955) loss_rec_all: 0.2121 (0.2214) loss_rec_sfr: 0.2761 (0.2887) loss_cl: -0.2788 (-0.2788) time: 0.7452 data: 0.0003 max mem: 29860 [22:24:17.930368] Epoch: [208] [2060/2904] eta: 0:10:36 lr: 0.002120 loss: 0.1872 (0.1956) loss_rec_all: 0.2131 (0.2214) loss_rec_sfr: 0.2765 (0.2889) loss_cl: -0.2787 (-0.2788) time: 0.7450 data: 0.0003 max mem: 29860 [22:24:32.836435] Epoch: [208] [2080/2904] eta: 0:10:21 lr: 0.002120 loss: 0.1828 (0.1955) loss_rec_all: 0.2092 (0.2214) loss_rec_sfr: 0.2294 (0.2887) loss_cl: -0.2784 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [22:24:47.740505] Epoch: [208] [2100/2904] eta: 0:10:06 lr: 0.002120 loss: 0.1836 (0.1955) loss_rec_all: 0.2098 (0.2214) loss_rec_sfr: 0.2462 (0.2886) loss_cl: -0.2787 (-0.2788) time: 0.7452 data: 0.0003 max mem: 29860 [22:25:02.642683] Epoch: [208] [2120/2904] eta: 0:09:50 lr: 0.002120 loss: 0.1818 (0.1956) loss_rec_all: 0.2081 (0.2214) loss_rec_sfr: 0.2334 (0.2886) loss_cl: -0.2788 (-0.2788) time: 0.7451 data: 0.0003 max mem: 29860 [22:25:17.543166] Epoch: [208] [2140/2904] eta: 0:09:35 lr: 0.002120 loss: 0.1894 (0.1957) loss_rec_all: 0.2156 (0.2215) loss_rec_sfr: 0.2735 (0.2889) loss_cl: -0.2790 (-0.2788) time: 0.7450 data: 0.0003 max mem: 29860 [22:25:32.446506] Epoch: [208] [2160/2904] eta: 0:09:20 lr: 0.002120 loss: 0.1929 (0.1958) loss_rec_all: 0.2187 (0.2216) loss_rec_sfr: 0.2801 (0.2892) loss_cl: -0.2788 (-0.2788) time: 0.7451 data: 0.0003 max mem: 29860 [22:25:47.350404] Epoch: [208] [2180/2904] eta: 0:09:05 lr: 0.002120 loss: 0.1880 (0.1958) loss_rec_all: 0.2141 (0.2217) loss_rec_sfr: 0.2731 (0.2894) loss_cl: -0.2781 (-0.2788) time: 0.7452 data: 0.0003 max mem: 29860 [22:26:02.248727] Epoch: [208] [2200/2904] eta: 0:08:50 lr: 0.002120 loss: 0.1945 (0.1959) loss_rec_all: 0.2203 (0.2218) loss_rec_sfr: 0.2778 (0.2898) loss_cl: -0.2794 (-0.2788) time: 0.7449 data: 0.0003 max mem: 29860 [22:26:17.148486] Epoch: [208] [2220/2904] eta: 0:08:35 lr: 0.002120 loss: 0.1907 (0.1961) loss_rec_all: 0.2166 (0.2219) loss_rec_sfr: 0.2873 (0.2902) loss_cl: -0.2787 (-0.2788) time: 0.7449 data: 0.0003 max mem: 29860 [22:26:32.049403] Epoch: [208] [2240/2904] eta: 0:08:20 lr: 0.002120 loss: 0.1850 (0.1961) loss_rec_all: 0.2112 (0.2220) loss_rec_sfr: 0.2653 (0.2903) loss_cl: -0.2793 (-0.2788) time: 0.7450 data: 0.0003 max mem: 29860 [22:26:46.955280] Epoch: [208] [2260/2904] eta: 0:08:05 lr: 0.002120 loss: 0.1823 (0.1962) loss_rec_all: 0.2082 (0.2220) loss_rec_sfr: 0.2683 (0.2906) loss_cl: -0.2789 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [22:27:01.859763] Epoch: [208] [2280/2904] eta: 0:07:49 lr: 0.002120 loss: 0.1826 (0.1961) loss_rec_all: 0.2084 (0.2220) loss_rec_sfr: 0.2675 (0.2904) loss_cl: -0.2779 (-0.2788) time: 0.7452 data: 0.0003 max mem: 29860 [22:27:16.766173] Epoch: [208] [2300/2904] eta: 0:07:34 lr: 0.002120 loss: 0.1923 (0.1962) loss_rec_all: 0.2175 (0.2221) loss_rec_sfr: 0.2711 (0.2906) loss_cl: -0.2773 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [22:27:31.679913] Epoch: [208] [2320/2904] eta: 0:07:19 lr: 0.002120 loss: 0.1880 (0.1963) loss_rec_all: 0.2139 (0.2221) loss_rec_sfr: 0.2690 (0.2907) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [22:27:46.590243] Epoch: [208] [2340/2904] eta: 0:07:04 lr: 0.002120 loss: 0.1893 (0.1963) loss_rec_all: 0.2152 (0.2221) loss_rec_sfr: 0.2692 (0.2908) loss_cl: -0.2785 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [22:28:01.493531] Epoch: [208] [2360/2904] eta: 0:06:49 lr: 0.002119 loss: 0.1861 (0.1963) loss_rec_all: 0.2118 (0.2221) loss_rec_sfr: 0.2467 (0.2906) loss_cl: -0.2776 (-0.2788) time: 0.7451 data: 0.0003 max mem: 29860 [22:28:16.399188] Epoch: [208] [2380/2904] eta: 0:06:34 lr: 0.002119 loss: 0.1831 (0.1962) loss_rec_all: 0.2089 (0.2220) loss_rec_sfr: 0.2775 (0.2906) loss_cl: -0.2795 (-0.2788) time: 0.7452 data: 0.0003 max mem: 29860 [22:28:31.312074] Epoch: [208] [2400/2904] eta: 0:06:19 lr: 0.002119 loss: 0.1865 (0.1962) loss_rec_all: 0.2126 (0.2220) loss_rec_sfr: 0.2678 (0.2906) loss_cl: -0.2797 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [22:28:46.217778] Epoch: [208] [2420/2904] eta: 0:06:04 lr: 0.002119 loss: 0.1882 (0.1962) loss_rec_all: 0.2144 (0.2221) loss_rec_sfr: 0.2647 (0.2907) loss_cl: -0.2784 (-0.2788) time: 0.7452 data: 0.0003 max mem: 29860 [22:29:01.128874] Epoch: [208] [2440/2904] eta: 0:05:49 lr: 0.002119 loss: 0.1843 (0.1962) loss_rec_all: 0.2102 (0.2221) loss_rec_sfr: 0.2736 (0.2907) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [22:29:16.036244] Epoch: [208] [2460/2904] eta: 0:05:34 lr: 0.002119 loss: 0.1850 (0.1961) loss_rec_all: 0.2112 (0.2220) loss_rec_sfr: 0.2643 (0.2904) loss_cl: -0.2788 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [22:29:30.944748] Epoch: [208] [2480/2904] eta: 0:05:19 lr: 0.002119 loss: 0.1838 (0.1961) loss_rec_all: 0.2100 (0.2219) loss_rec_sfr: 0.2653 (0.2903) loss_cl: -0.2801 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [22:29:45.852959] Epoch: [208] [2500/2904] eta: 0:05:03 lr: 0.002119 loss: 0.1832 (0.1960) loss_rec_all: 0.2098 (0.2219) loss_rec_sfr: 0.2633 (0.2901) loss_cl: -0.2788 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [22:30:00.764269] Epoch: [208] [2520/2904] eta: 0:04:48 lr: 0.002119 loss: 0.1836 (0.1960) loss_rec_all: 0.2094 (0.2218) loss_rec_sfr: 0.2651 (0.2899) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [22:30:15.674511] Epoch: [208] [2540/2904] eta: 0:04:33 lr: 0.002119 loss: 0.1838 (0.1960) loss_rec_all: 0.2095 (0.2219) loss_rec_sfr: 0.2857 (0.2902) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [22:30:30.578192] Epoch: [208] [2560/2904] eta: 0:04:18 lr: 0.002119 loss: 0.1859 (0.1960) loss_rec_all: 0.2121 (0.2219) loss_rec_sfr: 0.2734 (0.2901) loss_cl: -0.2788 (-0.2788) time: 0.7451 data: 0.0003 max mem: 29860 [22:30:45.492195] Epoch: [208] [2580/2904] eta: 0:04:03 lr: 0.002119 loss: 0.1869 (0.1960) loss_rec_all: 0.2132 (0.2218) loss_rec_sfr: 0.2725 (0.2900) loss_cl: -0.2793 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [22:31:00.396593] Epoch: [208] [2600/2904] eta: 0:03:48 lr: 0.002119 loss: 0.1828 (0.1960) loss_rec_all: 0.2089 (0.2218) loss_rec_sfr: 0.2694 (0.2900) loss_cl: -0.2798 (-0.2788) time: 0.7452 data: 0.0003 max mem: 29860 [22:31:15.298686] Epoch: [208] [2620/2904] eta: 0:03:33 lr: 0.002119 loss: 0.1862 (0.1960) loss_rec_all: 0.2122 (0.2218) loss_rec_sfr: 0.2654 (0.2900) loss_cl: -0.2780 (-0.2788) time: 0.7451 data: 0.0003 max mem: 29860 [22:31:30.199689] Epoch: [208] [2640/2904] eta: 0:03:18 lr: 0.002119 loss: 0.1863 (0.1960) loss_rec_all: 0.2128 (0.2218) loss_rec_sfr: 0.2618 (0.2898) loss_cl: -0.2785 (-0.2788) time: 0.7450 data: 0.0003 max mem: 29860 [22:31:45.099261] Epoch: [208] [2660/2904] eta: 0:03:03 lr: 0.002119 loss: 0.1838 (0.1959) loss_rec_all: 0.2102 (0.2218) loss_rec_sfr: 0.2393 (0.2897) loss_cl: -0.2795 (-0.2788) time: 0.7449 data: 0.0003 max mem: 29860 [22:31:59.999834] Epoch: [208] [2680/2904] eta: 0:02:48 lr: 0.002119 loss: 0.1862 (0.1960) loss_rec_all: 0.2120 (0.2218) loss_rec_sfr: 0.2786 (0.2898) loss_cl: -0.2792 (-0.2788) time: 0.7450 data: 0.0003 max mem: 29860 [22:32:14.907357] Epoch: [208] [2700/2904] eta: 0:02:33 lr: 0.002119 loss: 0.1893 (0.1960) loss_rec_all: 0.2158 (0.2219) loss_rec_sfr: 0.2696 (0.2900) loss_cl: -0.2789 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [22:32:29.809452] Epoch: [208] [2720/2904] eta: 0:02:18 lr: 0.002119 loss: 0.1827 (0.1960) loss_rec_all: 0.2088 (0.2218) loss_rec_sfr: 0.2777 (0.2899) loss_cl: -0.2783 (-0.2788) time: 0.7451 data: 0.0003 max mem: 29860 [22:32:44.713471] Epoch: [208] [2740/2904] eta: 0:02:03 lr: 0.002119 loss: 0.1858 (0.1960) loss_rec_all: 0.2117 (0.2218) loss_rec_sfr: 0.2431 (0.2898) loss_cl: -0.2781 (-0.2788) time: 0.7452 data: 0.0003 max mem: 29860 [22:32:59.620559] Epoch: [208] [2760/2904] eta: 0:01:48 lr: 0.002119 loss: 0.1847 (0.1959) loss_rec_all: 0.2105 (0.2218) loss_rec_sfr: 0.2644 (0.2896) loss_cl: -0.2798 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [22:33:14.525733] Epoch: [208] [2780/2904] eta: 0:01:33 lr: 0.002119 loss: 0.1828 (0.1959) loss_rec_all: 0.2086 (0.2217) loss_rec_sfr: 0.2650 (0.2896) loss_cl: -0.2794 (-0.2788) time: 0.7452 data: 0.0003 max mem: 29860 [22:33:29.440520] Epoch: [208] [2800/2904] eta: 0:01:18 lr: 0.002119 loss: 0.1857 (0.1959) loss_rec_all: 0.2117 (0.2217) loss_rec_sfr: 0.2677 (0.2896) loss_cl: -0.2781 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [22:33:44.351106] Epoch: [208] [2820/2904] eta: 0:01:03 lr: 0.002119 loss: 0.1890 (0.1959) loss_rec_all: 0.2154 (0.2218) loss_rec_sfr: 0.2688 (0.2896) loss_cl: -0.2785 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [22:33:59.350074] Epoch: [208] [2840/2904] eta: 0:00:48 lr: 0.002119 loss: 0.1807 (0.1959) loss_rec_all: 0.2071 (0.2218) loss_rec_sfr: 0.2752 (0.2896) loss_cl: -0.2795 (-0.2788) time: 0.7499 data: 0.0045 max mem: 29860 [22:34:14.258607] Epoch: [208] [2860/2904] eta: 0:00:33 lr: 0.002119 loss: 0.1874 (0.1959) loss_rec_all: 0.2134 (0.2218) loss_rec_sfr: 0.2782 (0.2897) loss_cl: -0.2794 (-0.2788) time: 0.7454 data: 0.0001 max mem: 29860 [22:34:29.168964] Epoch: [208] [2880/2904] eta: 0:00:18 lr: 0.002119 loss: 0.1844 (0.1959) loss_rec_all: 0.2103 (0.2218) loss_rec_sfr: 0.2701 (0.2897) loss_cl: -0.2792 (-0.2788) time: 0.7455 data: 0.0001 max mem: 29860 [22:34:44.067654] Epoch: [208] [2900/2904] eta: 0:00:03 lr: 0.002119 loss: 0.1831 (0.1959) loss_rec_all: 0.2091 (0.2217) loss_rec_sfr: 0.2645 (0.2895) loss_cl: -0.2786 (-0.2788) time: 0.7449 data: 0.0001 max mem: 29860 [22:34:46.310158] Epoch: [208] [2903/2904] eta: 0:00:00 lr: 0.002119 loss: 0.1836 (0.1959) loss_rec_all: 0.2096 (0.2217) loss_rec_sfr: 0.2698 (0.2895) loss_cl: -0.2783 (-0.2788) time: 0.7449 data: 0.0001 max mem: 29860 [22:34:48.549328] Epoch: [208] Total time: 0:36:24 (0.7523 s / it) [22:34:48.550209] Averaged stats: lr: 0.002119 loss: 0.1836 (0.1981) loss_rec_all: 0.2096 (0.2216) loss_rec_sfr: 0.2698 (0.2889) loss_cl: -0.2783 (-0.2555) [22:34:48.554919] log_dir: ./checkpoint/VF2_ViT-B [22:35:06.434238] Epoch: [209] [ 0/2904] eta: 14:25:17 lr: 0.002119 loss: 0.1908 (0.1908) loss_rec_all: 0.2168 (0.2168) loss_rec_sfr: 0.2619 (0.2619) loss_cl: -0.2784 (-0.2784) time: 17.8780 data: 14.8032 max mem: 29860 [22:35:22.840408] Epoch: [209] [ 20/2904] eta: 1:18:28 lr: 0.002119 loss: 0.1812 (0.1900) loss_rec_all: 0.2074 (0.2160) loss_rec_sfr: 0.2581 (0.2690) loss_cl: -0.2790 (-0.2790) time: 0.8203 data: 0.0150 max mem: 29860 [22:35:37.721413] Epoch: [209] [ 40/2904] eta: 0:57:14 lr: 0.002119 loss: 0.1849 (0.1924) loss_rec_all: 0.2109 (0.2183) loss_rec_sfr: 0.2741 (0.2812) loss_cl: -0.2787 (-0.2787) time: 0.7440 data: 0.0002 max mem: 29860 [22:35:52.620612] Epoch: [209] [ 60/2904] eta: 0:49:46 lr: 0.002119 loss: 0.1839 (0.1949) loss_rec_all: 0.2101 (0.2207) loss_rec_sfr: 0.2677 (0.2875) loss_cl: -0.2783 (-0.2788) time: 0.7449 data: 0.0002 max mem: 29860 [22:36:07.525874] Epoch: [209] [ 80/2904] eta: 0:45:53 lr: 0.002119 loss: 0.1893 (0.1963) loss_rec_all: 0.2155 (0.2222) loss_rec_sfr: 0.2643 (0.2907) loss_cl: -0.2795 (-0.2790) time: 0.7452 data: 0.0002 max mem: 29860 [22:36:22.436983] Epoch: [209] [ 100/2904] eta: 0:43:26 lr: 0.002119 loss: 0.1864 (0.1962) loss_rec_all: 0.2126 (0.2220) loss_rec_sfr: 0.2568 (0.2890) loss_cl: -0.2796 (-0.2791) time: 0.7455 data: 0.0002 max mem: 29860 [22:36:37.351342] Epoch: [209] [ 120/2904] eta: 0:41:43 lr: 0.002119 loss: 0.1836 (0.1953) loss_rec_all: 0.2100 (0.2212) loss_rec_sfr: 0.2754 (0.2880) loss_cl: -0.2792 (-0.2791) time: 0.7457 data: 0.0003 max mem: 29860 [22:36:52.269278] Epoch: [209] [ 140/2904] eta: 0:40:25 lr: 0.002119 loss: 0.1805 (0.1948) loss_rec_all: 0.2066 (0.2207) loss_rec_sfr: 0.2686 (0.2881) loss_cl: -0.2790 (-0.2791) time: 0.7459 data: 0.0002 max mem: 29860 [22:37:07.189905] Epoch: [209] [ 160/2904] eta: 0:39:22 lr: 0.002119 loss: 0.1846 (0.1942) loss_rec_all: 0.2106 (0.2201) loss_rec_sfr: 0.2550 (0.2856) loss_cl: -0.2794 (-0.2791) time: 0.7460 data: 0.0002 max mem: 29860 [22:37:22.110530] Epoch: [209] [ 180/2904] eta: 0:38:30 lr: 0.002119 loss: 0.1901 (0.1949) loss_rec_all: 0.2161 (0.2207) loss_rec_sfr: 0.2709 (0.2876) loss_cl: -0.2782 (-0.2790) time: 0.7460 data: 0.0002 max mem: 29860 [22:37:37.034301] Epoch: [209] [ 200/2904] eta: 0:37:46 lr: 0.002119 loss: 0.1841 (0.1953) loss_rec_all: 0.2104 (0.2212) loss_rec_sfr: 0.2681 (0.2894) loss_cl: -0.2784 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [22:37:51.973509] Epoch: [209] [ 220/2904] eta: 0:37:07 lr: 0.002119 loss: 0.1887 (0.1955) loss_rec_all: 0.2144 (0.2214) loss_rec_sfr: 0.2681 (0.2897) loss_cl: -0.2785 (-0.2789) time: 0.7469 data: 0.0002 max mem: 29860 [22:38:06.893223] Epoch: [209] [ 240/2904] eta: 0:36:32 lr: 0.002119 loss: 0.1880 (0.1961) loss_rec_all: 0.2143 (0.2220) loss_rec_sfr: 0.2599 (0.2912) loss_cl: -0.2786 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [22:38:21.810108] Epoch: [209] [ 260/2904] eta: 0:36:00 lr: 0.002119 loss: 0.1935 (0.1972) loss_rec_all: 0.2195 (0.2231) loss_rec_sfr: 0.2798 (0.2949) loss_cl: -0.2795 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [22:38:36.726724] Epoch: [209] [ 280/2904] eta: 0:35:30 lr: 0.002119 loss: 0.1865 (0.1974) loss_rec_all: 0.2126 (0.2232) loss_rec_sfr: 0.2739 (0.2955) loss_cl: -0.2787 (-0.2789) time: 0.7458 data: 0.0003 max mem: 29860 [22:38:51.645585] Epoch: [209] [ 300/2904] eta: 0:35:02 lr: 0.002119 loss: 0.1858 (0.1971) loss_rec_all: 0.2119 (0.2230) loss_rec_sfr: 0.2653 (0.2949) loss_cl: -0.2788 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [22:39:06.564585] Epoch: [209] [ 320/2904] eta: 0:34:36 lr: 0.002119 loss: 0.1939 (0.1980) loss_rec_all: 0.2197 (0.2238) loss_rec_sfr: 0.2700 (0.2969) loss_cl: -0.2789 (-0.2790) time: 0.7459 data: 0.0002 max mem: 29860 [22:39:21.479086] Epoch: [209] [ 340/2904] eta: 0:34:12 lr: 0.002119 loss: 0.1826 (0.1975) loss_rec_all: 0.2090 (0.2234) loss_rec_sfr: 0.2327 (0.2947) loss_cl: -0.2778 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [22:39:36.476265] Epoch: [209] [ 360/2904] eta: 0:33:48 lr: 0.002119 loss: 0.1880 (0.1977) loss_rec_all: 0.2142 (0.2236) loss_rec_sfr: 0.2632 (0.2950) loss_cl: -0.2799 (-0.2790) time: 0.7498 data: 0.0002 max mem: 29860 [22:39:51.391428] Epoch: [209] [ 380/2904] eta: 0:33:26 lr: 0.002118 loss: 0.1843 (0.1977) loss_rec_all: 0.2106 (0.2236) loss_rec_sfr: 0.2672 (0.2951) loss_cl: -0.2779 (-0.2790) time: 0.7457 data: 0.0002 max mem: 29860 [22:40:06.307359] Epoch: [209] [ 400/2904] eta: 0:33:04 lr: 0.002118 loss: 0.1843 (0.1977) loss_rec_all: 0.2104 (0.2235) loss_rec_sfr: 0.2343 (0.2945) loss_cl: -0.2775 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [22:40:21.222584] Epoch: [209] [ 420/2904] eta: 0:32:42 lr: 0.002118 loss: 0.1925 (0.1981) loss_rec_all: 0.2186 (0.2239) loss_rec_sfr: 0.2696 (0.2957) loss_cl: -0.2795 (-0.2790) time: 0.7457 data: 0.0002 max mem: 29860 [22:40:36.136817] Epoch: [209] [ 440/2904] eta: 0:32:21 lr: 0.002118 loss: 0.1831 (0.1983) loss_rec_all: 0.2081 (0.2242) loss_rec_sfr: 0.2828 (0.2971) loss_cl: -0.2756 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [22:40:51.045042] Epoch: [209] [ 460/2904] eta: 0:32:01 lr: 0.002118 loss: 0.1855 (0.1980) loss_rec_all: 0.2117 (0.2238) loss_rec_sfr: 0.2716 (0.2962) loss_cl: -0.2799 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [22:41:05.955404] Epoch: [209] [ 480/2904] eta: 0:31:41 lr: 0.002118 loss: 0.1877 (0.1980) loss_rec_all: 0.2133 (0.2239) loss_rec_sfr: 0.2771 (0.2968) loss_cl: -0.2756 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [22:41:20.865935] Epoch: [209] [ 500/2904] eta: 0:31:22 lr: 0.002118 loss: 0.1852 (0.1981) loss_rec_all: 0.2111 (0.2239) loss_rec_sfr: 0.2790 (0.2972) loss_cl: -0.2769 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [22:41:35.773347] Epoch: [209] [ 520/2904] eta: 0:31:03 lr: 0.002118 loss: 0.1876 (0.1979) loss_rec_all: 0.2138 (0.2237) loss_rec_sfr: 0.2761 (0.2967) loss_cl: -0.2792 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [22:41:50.686882] Epoch: [209] [ 540/2904] eta: 0:30:44 lr: 0.002118 loss: 0.1858 (0.1978) loss_rec_all: 0.2121 (0.2236) loss_rec_sfr: 0.2634 (0.2961) loss_cl: -0.2785 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [22:42:05.600474] Epoch: [209] [ 560/2904] eta: 0:30:25 lr: 0.002118 loss: 0.1845 (0.1978) loss_rec_all: 0.2101 (0.2236) loss_rec_sfr: 0.2736 (0.2961) loss_cl: -0.2788 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [22:42:20.509917] Epoch: [209] [ 580/2904] eta: 0:30:07 lr: 0.002118 loss: 0.1847 (0.1975) loss_rec_all: 0.2110 (0.2233) loss_rec_sfr: 0.2659 (0.2950) loss_cl: -0.2787 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [22:42:35.427391] Epoch: [209] [ 600/2904] eta: 0:29:49 lr: 0.002118 loss: 0.1856 (0.1974) loss_rec_all: 0.2119 (0.2233) loss_rec_sfr: 0.2659 (0.2945) loss_cl: -0.2784 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [22:42:50.342671] Epoch: [209] [ 620/2904] eta: 0:29:31 lr: 0.002118 loss: 0.1878 (0.1974) loss_rec_all: 0.2138 (0.2232) loss_rec_sfr: 0.2669 (0.2941) loss_cl: -0.2790 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [22:43:05.257390] Epoch: [209] [ 640/2904] eta: 0:29:14 lr: 0.002118 loss: 0.1856 (0.1973) loss_rec_all: 0.2115 (0.2231) loss_rec_sfr: 0.2650 (0.2941) loss_cl: -0.2792 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [22:43:20.170947] Epoch: [209] [ 660/2904] eta: 0:28:56 lr: 0.002118 loss: 0.1864 (0.1972) loss_rec_all: 0.2129 (0.2230) loss_rec_sfr: 0.2591 (0.2935) loss_cl: -0.2792 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [22:43:35.076617] Epoch: [209] [ 680/2904] eta: 0:28:39 lr: 0.002118 loss: 0.1871 (0.1969) loss_rec_all: 0.2130 (0.2228) loss_rec_sfr: 0.2823 (0.2928) loss_cl: -0.2795 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [22:43:49.990057] Epoch: [209] [ 700/2904] eta: 0:28:22 lr: 0.002118 loss: 0.1930 (0.1972) loss_rec_all: 0.2191 (0.2230) loss_rec_sfr: 0.2731 (0.2937) loss_cl: -0.2795 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [22:44:04.901903] Epoch: [209] [ 720/2904] eta: 0:28:05 lr: 0.002118 loss: 0.1854 (0.1973) loss_rec_all: 0.2110 (0.2231) loss_rec_sfr: 0.2752 (0.2942) loss_cl: -0.2778 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [22:44:19.817156] Epoch: [209] [ 740/2904] eta: 0:27:48 lr: 0.002118 loss: 0.1828 (0.1970) loss_rec_all: 0.2089 (0.2229) loss_rec_sfr: 0.2715 (0.2937) loss_cl: -0.2778 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [22:44:34.735799] Epoch: [209] [ 760/2904] eta: 0:27:31 lr: 0.002118 loss: 0.1853 (0.1970) loss_rec_all: 0.2111 (0.2228) loss_rec_sfr: 0.2668 (0.2934) loss_cl: -0.2781 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [22:44:49.650626] Epoch: [209] [ 780/2904] eta: 0:27:14 lr: 0.002118 loss: 0.1842 (0.1969) loss_rec_all: 0.2105 (0.2228) loss_rec_sfr: 0.2731 (0.2933) loss_cl: -0.2795 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [22:45:04.572593] Epoch: [209] [ 800/2904] eta: 0:26:58 lr: 0.002118 loss: 0.1882 (0.1969) loss_rec_all: 0.2143 (0.2228) loss_rec_sfr: 0.2737 (0.2933) loss_cl: -0.2796 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [22:45:19.487582] Epoch: [209] [ 820/2904] eta: 0:26:41 lr: 0.002118 loss: 0.1854 (0.1969) loss_rec_all: 0.2112 (0.2227) loss_rec_sfr: 0.2723 (0.2929) loss_cl: -0.2788 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [22:45:34.398929] Epoch: [209] [ 840/2904] eta: 0:26:24 lr: 0.002118 loss: 0.1856 (0.1968) loss_rec_all: 0.2113 (0.2226) loss_rec_sfr: 0.2328 (0.2925) loss_cl: -0.2780 (-0.2789) time: 0.7455 data: 0.0003 max mem: 29860 [22:45:49.306826] Epoch: [209] [ 860/2904] eta: 0:26:08 lr: 0.002118 loss: 0.1845 (0.1968) loss_rec_all: 0.2103 (0.2226) loss_rec_sfr: 0.2715 (0.2925) loss_cl: -0.2785 (-0.2789) time: 0.7453 data: 0.0004 max mem: 29860 [22:46:04.213851] Epoch: [209] [ 880/2904] eta: 0:25:52 lr: 0.002118 loss: 0.1818 (0.1965) loss_rec_all: 0.2080 (0.2224) loss_rec_sfr: 0.2683 (0.2916) loss_cl: -0.2798 (-0.2789) time: 0.7453 data: 0.0004 max mem: 29860 [22:46:19.133760] Epoch: [209] [ 900/2904] eta: 0:25:35 lr: 0.002118 loss: 0.1861 (0.1965) loss_rec_all: 0.2122 (0.2223) loss_rec_sfr: 0.2649 (0.2914) loss_cl: -0.2786 (-0.2789) time: 0.7460 data: 0.0005 max mem: 29860 [22:46:34.048102] Epoch: [209] [ 920/2904] eta: 0:25:19 lr: 0.002118 loss: 0.1820 (0.1963) loss_rec_all: 0.2085 (0.2222) loss_rec_sfr: 0.2360 (0.2909) loss_cl: -0.2785 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [22:46:48.964768] Epoch: [209] [ 940/2904] eta: 0:25:03 lr: 0.002118 loss: 0.1898 (0.1964) loss_rec_all: 0.2157 (0.2222) loss_rec_sfr: 0.2737 (0.2911) loss_cl: -0.2787 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [22:47:03.877701] Epoch: [209] [ 960/2904] eta: 0:24:47 lr: 0.002118 loss: 0.1842 (0.1963) loss_rec_all: 0.2101 (0.2222) loss_rec_sfr: 0.2592 (0.2909) loss_cl: -0.2800 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [22:47:18.792916] Epoch: [209] [ 980/2904] eta: 0:24:31 lr: 0.002118 loss: 0.1825 (0.1962) loss_rec_all: 0.2087 (0.2220) loss_rec_sfr: 0.2621 (0.2904) loss_cl: -0.2802 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [22:47:33.702558] Epoch: [209] [1000/2904] eta: 0:24:15 lr: 0.002118 loss: 0.1852 (0.1961) loss_rec_all: 0.2112 (0.2219) loss_rec_sfr: 0.2738 (0.2901) loss_cl: -0.2784 (-0.2789) time: 0.7454 data: 0.0003 max mem: 29860 [22:47:48.617622] Epoch: [209] [1020/2904] eta: 0:23:59 lr: 0.002118 loss: 0.1825 (0.1961) loss_rec_all: 0.2083 (0.2219) loss_rec_sfr: 0.2743 (0.2902) loss_cl: -0.2776 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [22:48:03.527745] Epoch: [209] [1040/2904] eta: 0:23:43 lr: 0.002118 loss: 0.1851 (0.1960) loss_rec_all: 0.2109 (0.2219) loss_rec_sfr: 0.2581 (0.2901) loss_cl: -0.2783 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [22:48:18.441210] Epoch: [209] [1060/2904] eta: 0:23:27 lr: 0.002118 loss: 0.1855 (0.1960) loss_rec_all: 0.2115 (0.2218) loss_rec_sfr: 0.2661 (0.2898) loss_cl: -0.2789 (-0.2789) time: 0.7456 data: 0.0003 max mem: 29860 [22:48:33.351842] Epoch: [209] [1080/2904] eta: 0:23:11 lr: 0.002118 loss: 0.1820 (0.1959) loss_rec_all: 0.2083 (0.2218) loss_rec_sfr: 0.2616 (0.2897) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [22:48:48.264091] Epoch: [209] [1100/2904] eta: 0:22:55 lr: 0.002118 loss: 0.1857 (0.1959) loss_rec_all: 0.2117 (0.2217) loss_rec_sfr: 0.2720 (0.2895) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [22:49:03.176092] Epoch: [209] [1120/2904] eta: 0:22:39 lr: 0.002118 loss: 0.1881 (0.1958) loss_rec_all: 0.2142 (0.2217) loss_rec_sfr: 0.2614 (0.2892) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [22:49:18.086030] Epoch: [209] [1140/2904] eta: 0:22:24 lr: 0.002118 loss: 0.1816 (0.1957) loss_rec_all: 0.2077 (0.2216) loss_rec_sfr: 0.2302 (0.2887) loss_cl: -0.2797 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [22:49:33.001026] Epoch: [209] [1160/2904] eta: 0:22:08 lr: 0.002118 loss: 0.1858 (0.1957) loss_rec_all: 0.2118 (0.2216) loss_rec_sfr: 0.2715 (0.2888) loss_cl: -0.2799 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [22:49:47.919819] Epoch: [209] [1180/2904] eta: 0:21:52 lr: 0.002118 loss: 0.1840 (0.1956) loss_rec_all: 0.2101 (0.2215) loss_rec_sfr: 0.2600 (0.2883) loss_cl: -0.2792 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [22:50:02.835160] Epoch: [209] [1200/2904] eta: 0:21:37 lr: 0.002118 loss: 0.1831 (0.1956) loss_rec_all: 0.2092 (0.2214) loss_rec_sfr: 0.2717 (0.2883) loss_cl: -0.2801 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [22:50:17.751031] Epoch: [209] [1220/2904] eta: 0:21:21 lr: 0.002118 loss: 0.1821 (0.1955) loss_rec_all: 0.2089 (0.2214) loss_rec_sfr: 0.2357 (0.2880) loss_cl: -0.2796 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [22:50:32.661463] Epoch: [209] [1240/2904] eta: 0:21:05 lr: 0.002118 loss: 0.1867 (0.1955) loss_rec_all: 0.2127 (0.2214) loss_rec_sfr: 0.2631 (0.2878) loss_cl: -0.2797 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [22:50:47.573855] Epoch: [209] [1260/2904] eta: 0:20:50 lr: 0.002118 loss: 0.1839 (0.1955) loss_rec_all: 0.2100 (0.2214) loss_rec_sfr: 0.2330 (0.2876) loss_cl: -0.2802 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [22:51:02.482308] Epoch: [209] [1280/2904] eta: 0:20:34 lr: 0.002117 loss: 0.1827 (0.1954) loss_rec_all: 0.2089 (0.2213) loss_rec_sfr: 0.2534 (0.2874) loss_cl: -0.2786 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [22:51:17.400755] Epoch: [209] [1300/2904] eta: 0:20:19 lr: 0.002117 loss: 0.1832 (0.1954) loss_rec_all: 0.2091 (0.2212) loss_rec_sfr: 0.2375 (0.2870) loss_cl: -0.2796 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [22:51:32.318530] Epoch: [209] [1320/2904] eta: 0:20:03 lr: 0.002117 loss: 0.1919 (0.1955) loss_rec_all: 0.2178 (0.2214) loss_rec_sfr: 0.2728 (0.2878) loss_cl: -0.2777 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [22:51:47.229687] Epoch: [209] [1340/2904] eta: 0:19:48 lr: 0.002117 loss: 0.1830 (0.1956) loss_rec_all: 0.2094 (0.2214) loss_rec_sfr: 0.2656 (0.2879) loss_cl: -0.2781 (-0.2789) time: 0.7455 data: 0.0003 max mem: 29860 [22:52:02.141637] Epoch: [209] [1360/2904] eta: 0:19:32 lr: 0.002117 loss: 0.1833 (0.1954) loss_rec_all: 0.2099 (0.2213) loss_rec_sfr: 0.2644 (0.2876) loss_cl: -0.2784 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [22:52:17.057151] Epoch: [209] [1380/2904] eta: 0:19:17 lr: 0.002117 loss: 0.1830 (0.1954) loss_rec_all: 0.2089 (0.2213) loss_rec_sfr: 0.2643 (0.2874) loss_cl: -0.2788 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [22:52:31.974098] Epoch: [209] [1400/2904] eta: 0:19:01 lr: 0.002117 loss: 0.1833 (0.1954) loss_rec_all: 0.2095 (0.2212) loss_rec_sfr: 0.2777 (0.2873) loss_cl: -0.2783 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [22:52:46.891307] Epoch: [209] [1420/2904] eta: 0:18:46 lr: 0.002117 loss: 0.1871 (0.1954) loss_rec_all: 0.2134 (0.2213) loss_rec_sfr: 0.2728 (0.2874) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [22:53:01.802729] Epoch: [209] [1440/2904] eta: 0:18:30 lr: 0.002117 loss: 0.1857 (0.1954) loss_rec_all: 0.2116 (0.2212) loss_rec_sfr: 0.2738 (0.2875) loss_cl: -0.2796 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [22:53:16.719371] Epoch: [209] [1460/2904] eta: 0:18:15 lr: 0.002117 loss: 0.1828 (0.1953) loss_rec_all: 0.2090 (0.2212) loss_rec_sfr: 0.2699 (0.2873) loss_cl: -0.2802 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [22:53:31.643228] Epoch: [209] [1480/2904] eta: 0:17:59 lr: 0.002117 loss: 0.1895 (0.1954) loss_rec_all: 0.2159 (0.2213) loss_rec_sfr: 0.2383 (0.2873) loss_cl: -0.2791 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [22:53:46.559237] Epoch: [209] [1500/2904] eta: 0:17:44 lr: 0.002117 loss: 0.1870 (0.1955) loss_rec_all: 0.2131 (0.2214) loss_rec_sfr: 0.2734 (0.2875) loss_cl: -0.2786 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [22:54:01.491596] Epoch: [209] [1520/2904] eta: 0:17:29 lr: 0.002117 loss: 0.1861 (0.1955) loss_rec_all: 0.2123 (0.2213) loss_rec_sfr: 0.2628 (0.2874) loss_cl: -0.2784 (-0.2789) time: 0.7466 data: 0.0002 max mem: 29860 [22:54:16.409984] Epoch: [209] [1540/2904] eta: 0:17:13 lr: 0.002117 loss: 0.1841 (0.1955) loss_rec_all: 0.2101 (0.2214) loss_rec_sfr: 0.2752 (0.2876) loss_cl: -0.2793 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [22:54:31.325327] Epoch: [209] [1560/2904] eta: 0:16:58 lr: 0.002117 loss: 0.1872 (0.1956) loss_rec_all: 0.2133 (0.2214) loss_rec_sfr: 0.2710 (0.2878) loss_cl: -0.2782 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [22:54:46.241950] Epoch: [209] [1580/2904] eta: 0:16:42 lr: 0.002117 loss: 0.1874 (0.1955) loss_rec_all: 0.2134 (0.2214) loss_rec_sfr: 0.2669 (0.2877) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [22:55:01.158002] Epoch: [209] [1600/2904] eta: 0:16:27 lr: 0.002117 loss: 0.1858 (0.1955) loss_rec_all: 0.2121 (0.2214) loss_rec_sfr: 0.2540 (0.2874) loss_cl: -0.2794 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [22:55:16.074733] Epoch: [209] [1620/2904] eta: 0:16:12 lr: 0.002117 loss: 0.1880 (0.1956) loss_rec_all: 0.2142 (0.2214) loss_rec_sfr: 0.2671 (0.2875) loss_cl: -0.2792 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [22:55:30.985781] Epoch: [209] [1640/2904] eta: 0:15:56 lr: 0.002117 loss: 0.1921 (0.1957) loss_rec_all: 0.2180 (0.2216) loss_rec_sfr: 0.2755 (0.2880) loss_cl: -0.2786 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [22:55:45.900630] Epoch: [209] [1660/2904] eta: 0:15:41 lr: 0.002117 loss: 0.1864 (0.1956) loss_rec_all: 0.2123 (0.2215) loss_rec_sfr: 0.2679 (0.2879) loss_cl: -0.2789 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [22:56:00.817667] Epoch: [209] [1680/2904] eta: 0:15:26 lr: 0.002117 loss: 0.1807 (0.1956) loss_rec_all: 0.2070 (0.2215) loss_rec_sfr: 0.2334 (0.2878) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [22:56:15.739187] Epoch: [209] [1700/2904] eta: 0:15:11 lr: 0.002117 loss: 0.1895 (0.1957) loss_rec_all: 0.2155 (0.2216) loss_rec_sfr: 0.2750 (0.2880) loss_cl: -0.2783 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [22:56:30.659743] Epoch: [209] [1720/2904] eta: 0:14:55 lr: 0.002117 loss: 0.1889 (0.1958) loss_rec_all: 0.2149 (0.2216) loss_rec_sfr: 0.2712 (0.2882) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [22:56:45.575464] Epoch: [209] [1740/2904] eta: 0:14:40 lr: 0.002117 loss: 0.1831 (0.1958) loss_rec_all: 0.2087 (0.2217) loss_rec_sfr: 0.2692 (0.2883) loss_cl: -0.2794 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [22:57:00.491960] Epoch: [209] [1760/2904] eta: 0:14:25 lr: 0.002117 loss: 0.1838 (0.1957) loss_rec_all: 0.2102 (0.2216) loss_rec_sfr: 0.2787 (0.2882) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [22:57:15.409986] Epoch: [209] [1780/2904] eta: 0:14:09 lr: 0.002117 loss: 0.1937 (0.1958) loss_rec_all: 0.2198 (0.2217) loss_rec_sfr: 0.2712 (0.2887) loss_cl: -0.2797 (-0.2789) time: 0.7459 data: 0.0003 max mem: 29860 [22:57:30.332383] Epoch: [209] [1800/2904] eta: 0:13:54 lr: 0.002117 loss: 0.1857 (0.1957) loss_rec_all: 0.2124 (0.2216) loss_rec_sfr: 0.2597 (0.2882) loss_cl: -0.2792 (-0.2789) time: 0.7461 data: 0.0003 max mem: 29860 [22:57:45.250382] Epoch: [209] [1820/2904] eta: 0:13:39 lr: 0.002117 loss: 0.1866 (0.1958) loss_rec_all: 0.2127 (0.2216) loss_rec_sfr: 0.2775 (0.2883) loss_cl: -0.2784 (-0.2789) time: 0.7459 data: 0.0003 max mem: 29860 [22:58:00.167540] Epoch: [209] [1840/2904] eta: 0:13:24 lr: 0.002117 loss: 0.1843 (0.1958) loss_rec_all: 0.2102 (0.2216) loss_rec_sfr: 0.2693 (0.2883) loss_cl: -0.2786 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [22:58:15.077477] Epoch: [209] [1860/2904] eta: 0:13:08 lr: 0.002117 loss: 0.1890 (0.1958) loss_rec_all: 0.2149 (0.2216) loss_rec_sfr: 0.2645 (0.2882) loss_cl: -0.2790 (-0.2789) time: 0.7455 data: 0.0003 max mem: 29860 [22:58:29.993961] Epoch: [209] [1880/2904] eta: 0:12:53 lr: 0.002117 loss: 0.1843 (0.1958) loss_rec_all: 0.2106 (0.2216) loss_rec_sfr: 0.2606 (0.2882) loss_cl: -0.2789 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [22:58:44.911158] Epoch: [209] [1900/2904] eta: 0:12:38 lr: 0.002117 loss: 0.1821 (0.1957) loss_rec_all: 0.2081 (0.2216) loss_rec_sfr: 0.2442 (0.2880) loss_cl: -0.2785 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [22:58:59.824570] Epoch: [209] [1920/2904] eta: 0:12:23 lr: 0.002117 loss: 0.1863 (0.1957) loss_rec_all: 0.2123 (0.2216) loss_rec_sfr: 0.2640 (0.2879) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [22:59:14.740480] Epoch: [209] [1940/2904] eta: 0:12:08 lr: 0.002117 loss: 0.1868 (0.1957) loss_rec_all: 0.2133 (0.2215) loss_rec_sfr: 0.2738 (0.2878) loss_cl: -0.2793 (-0.2789) time: 0.7458 data: 0.0003 max mem: 29860 [22:59:29.656190] Epoch: [209] [1960/2904] eta: 0:11:52 lr: 0.002117 loss: 0.1841 (0.1956) loss_rec_all: 0.2106 (0.2215) loss_rec_sfr: 0.2829 (0.2878) loss_cl: -0.2793 (-0.2789) time: 0.7457 data: 0.0003 max mem: 29860 [22:59:44.567310] Epoch: [209] [1980/2904] eta: 0:11:37 lr: 0.002117 loss: 0.1914 (0.1957) loss_rec_all: 0.2174 (0.2216) loss_rec_sfr: 0.2726 (0.2881) loss_cl: -0.2789 (-0.2789) time: 0.7455 data: 0.0003 max mem: 29860 [22:59:59.477491] Epoch: [209] [2000/2904] eta: 0:11:22 lr: 0.002117 loss: 0.1873 (0.1957) loss_rec_all: 0.2134 (0.2215) loss_rec_sfr: 0.2358 (0.2879) loss_cl: -0.2790 (-0.2789) time: 0.7455 data: 0.0003 max mem: 29860 [23:00:14.395848] Epoch: [209] [2020/2904] eta: 0:11:07 lr: 0.002117 loss: 0.1866 (0.1956) loss_rec_all: 0.2128 (0.2215) loss_rec_sfr: 0.2645 (0.2877) loss_cl: -0.2796 (-0.2789) time: 0.7459 data: 0.0003 max mem: 29860 [23:00:29.311495] Epoch: [209] [2040/2904] eta: 0:10:52 lr: 0.002117 loss: 0.1825 (0.1956) loss_rec_all: 0.2084 (0.2215) loss_rec_sfr: 0.2648 (0.2876) loss_cl: -0.2789 (-0.2789) time: 0.7457 data: 0.0003 max mem: 29860 [23:00:44.221953] Epoch: [209] [2060/2904] eta: 0:10:37 lr: 0.002117 loss: 0.1803 (0.1955) loss_rec_all: 0.2067 (0.2214) loss_rec_sfr: 0.2432 (0.2873) loss_cl: -0.2791 (-0.2789) time: 0.7455 data: 0.0003 max mem: 29860 [23:00:59.136356] Epoch: [209] [2080/2904] eta: 0:10:21 lr: 0.002117 loss: 0.1825 (0.1955) loss_rec_all: 0.2087 (0.2213) loss_rec_sfr: 0.2370 (0.2872) loss_cl: -0.2783 (-0.2789) time: 0.7457 data: 0.0003 max mem: 29860 [23:01:14.054372] Epoch: [209] [2100/2904] eta: 0:10:06 lr: 0.002117 loss: 0.1851 (0.1954) loss_rec_all: 0.2110 (0.2213) loss_rec_sfr: 0.2613 (0.2869) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [23:01:28.975710] Epoch: [209] [2120/2904] eta: 0:09:51 lr: 0.002117 loss: 0.1858 (0.1954) loss_rec_all: 0.2122 (0.2213) loss_rec_sfr: 0.2606 (0.2869) loss_cl: -0.2796 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [23:01:43.889274] Epoch: [209] [2140/2904] eta: 0:09:36 lr: 0.002117 loss: 0.1873 (0.1954) loss_rec_all: 0.2137 (0.2213) loss_rec_sfr: 0.2704 (0.2869) loss_cl: -0.2793 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [23:01:58.801320] Epoch: [209] [2160/2904] eta: 0:09:21 lr: 0.002117 loss: 0.1818 (0.1954) loss_rec_all: 0.2082 (0.2213) loss_rec_sfr: 0.2750 (0.2870) loss_cl: -0.2791 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [23:02:13.717005] Epoch: [209] [2180/2904] eta: 0:09:06 lr: 0.002116 loss: 0.1862 (0.1955) loss_rec_all: 0.2123 (0.2214) loss_rec_sfr: 0.2828 (0.2873) loss_cl: -0.2782 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [23:02:28.634941] Epoch: [209] [2200/2904] eta: 0:08:50 lr: 0.002116 loss: 0.1857 (0.1955) loss_rec_all: 0.2115 (0.2214) loss_rec_sfr: 0.2721 (0.2875) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [23:02:43.555444] Epoch: [209] [2220/2904] eta: 0:08:35 lr: 0.002116 loss: 0.1833 (0.1955) loss_rec_all: 0.2094 (0.2213) loss_rec_sfr: 0.2684 (0.2873) loss_cl: -0.2782 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [23:02:58.467885] Epoch: [209] [2240/2904] eta: 0:08:20 lr: 0.002116 loss: 0.1816 (0.1954) loss_rec_all: 0.2079 (0.2213) loss_rec_sfr: 0.2349 (0.2870) loss_cl: -0.2797 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [23:03:13.379201] Epoch: [209] [2260/2904] eta: 0:08:05 lr: 0.002116 loss: 0.1848 (0.1954) loss_rec_all: 0.2112 (0.2213) loss_rec_sfr: 0.2631 (0.2870) loss_cl: -0.2793 (-0.2789) time: 0.7455 data: 0.0003 max mem: 29860 [23:03:28.285543] Epoch: [209] [2280/2904] eta: 0:07:50 lr: 0.002116 loss: 0.1915 (0.1955) loss_rec_all: 0.2176 (0.2214) loss_rec_sfr: 0.2706 (0.2873) loss_cl: -0.2788 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [23:03:43.194853] Epoch: [209] [2300/2904] eta: 0:07:35 lr: 0.002116 loss: 0.1849 (0.1956) loss_rec_all: 0.2112 (0.2215) loss_rec_sfr: 0.2669 (0.2875) loss_cl: -0.2782 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [23:03:58.101998] Epoch: [209] [2320/2904] eta: 0:07:20 lr: 0.002116 loss: 0.1867 (0.1956) loss_rec_all: 0.2127 (0.2215) loss_rec_sfr: 0.2746 (0.2876) loss_cl: -0.2788 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [23:04:13.010614] Epoch: [209] [2340/2904] eta: 0:07:05 lr: 0.002116 loss: 0.1841 (0.1956) loss_rec_all: 0.2106 (0.2214) loss_rec_sfr: 0.2630 (0.2874) loss_cl: -0.2791 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [23:04:27.923048] Epoch: [209] [2360/2904] eta: 0:06:49 lr: 0.002116 loss: 0.1838 (0.1955) loss_rec_all: 0.2098 (0.2214) loss_rec_sfr: 0.2667 (0.2873) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [23:04:42.832955] Epoch: [209] [2380/2904] eta: 0:06:34 lr: 0.002116 loss: 0.1852 (0.1955) loss_rec_all: 0.2111 (0.2214) loss_rec_sfr: 0.2639 (0.2872) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [23:04:57.749122] Epoch: [209] [2400/2904] eta: 0:06:19 lr: 0.002116 loss: 0.1877 (0.1955) loss_rec_all: 0.2139 (0.2214) loss_rec_sfr: 0.2732 (0.2873) loss_cl: -0.2795 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [23:05:12.666400] Epoch: [209] [2420/2904] eta: 0:06:04 lr: 0.002116 loss: 0.1825 (0.1955) loss_rec_all: 0.2085 (0.2214) loss_rec_sfr: 0.2629 (0.2872) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [23:05:27.583869] Epoch: [209] [2440/2904] eta: 0:05:49 lr: 0.002116 loss: 0.1879 (0.1954) loss_rec_all: 0.2137 (0.2213) loss_rec_sfr: 0.2807 (0.2870) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [23:05:42.496282] Epoch: [209] [2460/2904] eta: 0:05:34 lr: 0.002116 loss: 0.1841 (0.1954) loss_rec_all: 0.2104 (0.2213) loss_rec_sfr: 0.2693 (0.2871) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [23:05:57.404563] Epoch: [209] [2480/2904] eta: 0:05:19 lr: 0.002116 loss: 0.1843 (0.1955) loss_rec_all: 0.2105 (0.2213) loss_rec_sfr: 0.2664 (0.2871) loss_cl: -0.2797 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [23:06:12.326460] Epoch: [209] [2500/2904] eta: 0:05:04 lr: 0.002116 loss: 0.1833 (0.1954) loss_rec_all: 0.2094 (0.2213) loss_rec_sfr: 0.2708 (0.2870) loss_cl: -0.2792 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [23:06:27.242111] Epoch: [209] [2520/2904] eta: 0:04:49 lr: 0.002116 loss: 0.1852 (0.1955) loss_rec_all: 0.2118 (0.2214) loss_rec_sfr: 0.2770 (0.2872) loss_cl: -0.2791 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [23:06:42.161758] Epoch: [209] [2540/2904] eta: 0:04:34 lr: 0.002116 loss: 0.1848 (0.1956) loss_rec_all: 0.2109 (0.2214) loss_rec_sfr: 0.2718 (0.2874) loss_cl: -0.2790 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [23:06:57.072633] Epoch: [209] [2560/2904] eta: 0:04:19 lr: 0.002116 loss: 0.1887 (0.1956) loss_rec_all: 0.2150 (0.2215) loss_rec_sfr: 0.2747 (0.2876) loss_cl: -0.2797 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [23:07:11.984551] Epoch: [209] [2580/2904] eta: 0:04:03 lr: 0.002116 loss: 0.1832 (0.1956) loss_rec_all: 0.2097 (0.2215) loss_rec_sfr: 0.2318 (0.2874) loss_cl: -0.2789 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [23:07:26.891096] Epoch: [209] [2600/2904] eta: 0:03:48 lr: 0.002116 loss: 0.1863 (0.1956) loss_rec_all: 0.2126 (0.2215) loss_rec_sfr: 0.2673 (0.2874) loss_cl: -0.2784 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [23:07:41.802707] Epoch: [209] [2620/2904] eta: 0:03:33 lr: 0.002116 loss: 0.1852 (0.1956) loss_rec_all: 0.2113 (0.2215) loss_rec_sfr: 0.2654 (0.2873) loss_cl: -0.2791 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [23:07:56.716451] Epoch: [209] [2640/2904] eta: 0:03:18 lr: 0.002116 loss: 0.1869 (0.1956) loss_rec_all: 0.2128 (0.2215) loss_rec_sfr: 0.2678 (0.2874) loss_cl: -0.2787 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [23:08:11.638885] Epoch: [209] [2660/2904] eta: 0:03:03 lr: 0.002116 loss: 0.1803 (0.1956) loss_rec_all: 0.2065 (0.2214) loss_rec_sfr: 0.2428 (0.2872) loss_cl: -0.2781 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [23:08:26.556048] Epoch: [209] [2680/2904] eta: 0:02:48 lr: 0.002116 loss: 0.1837 (0.1955) loss_rec_all: 0.2098 (0.2214) loss_rec_sfr: 0.2765 (0.2872) loss_cl: -0.2795 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [23:08:41.466696] Epoch: [209] [2700/2904] eta: 0:02:33 lr: 0.002116 loss: 0.1864 (0.1955) loss_rec_all: 0.2124 (0.2214) loss_rec_sfr: 0.2662 (0.2871) loss_cl: -0.2792 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [23:08:56.377521] Epoch: [209] [2720/2904] eta: 0:02:18 lr: 0.002116 loss: 0.1845 (0.1955) loss_rec_all: 0.2105 (0.2214) loss_rec_sfr: 0.2729 (0.2872) loss_cl: -0.2792 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [23:09:11.289237] Epoch: [209] [2740/2904] eta: 0:02:03 lr: 0.002116 loss: 0.1840 (0.1955) loss_rec_all: 0.2103 (0.2214) loss_rec_sfr: 0.2558 (0.2872) loss_cl: -0.2790 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [23:09:26.198382] Epoch: [209] [2760/2904] eta: 0:01:48 lr: 0.002116 loss: 0.1819 (0.1955) loss_rec_all: 0.2082 (0.2214) loss_rec_sfr: 0.2764 (0.2872) loss_cl: -0.2786 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [23:09:41.107326] Epoch: [209] [2780/2904] eta: 0:01:33 lr: 0.002116 loss: 0.1868 (0.1955) loss_rec_all: 0.2128 (0.2213) loss_rec_sfr: 0.2611 (0.2871) loss_cl: -0.2787 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [23:09:56.027405] Epoch: [209] [2800/2904] eta: 0:01:18 lr: 0.002116 loss: 0.1833 (0.1955) loss_rec_all: 0.2094 (0.2213) loss_rec_sfr: 0.2688 (0.2872) loss_cl: -0.2793 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [23:10:10.943104] Epoch: [209] [2820/2904] eta: 0:01:03 lr: 0.002116 loss: 0.1848 (0.1955) loss_rec_all: 0.2106 (0.2213) loss_rec_sfr: 0.2655 (0.2871) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [23:10:25.916613] Epoch: [209] [2840/2904] eta: 0:00:48 lr: 0.002116 loss: 0.1846 (0.1954) loss_rec_all: 0.2112 (0.2213) loss_rec_sfr: 0.2618 (0.2870) loss_cl: -0.2793 (-0.2789) time: 0.7486 data: 0.0036 max mem: 29860 [23:10:40.820256] Epoch: [209] [2860/2904] eta: 0:00:33 lr: 0.002116 loss: 0.1821 (0.1953) loss_rec_all: 0.2086 (0.2212) loss_rec_sfr: 0.2377 (0.2866) loss_cl: -0.2787 (-0.2789) time: 0.7451 data: 0.0001 max mem: 29860 [23:10:55.720883] Epoch: [209] [2880/2904] eta: 0:00:18 lr: 0.002116 loss: 0.1862 (0.1953) loss_rec_all: 0.2122 (0.2212) loss_rec_sfr: 0.2659 (0.2867) loss_cl: -0.2792 (-0.2788) time: 0.7450 data: 0.0001 max mem: 29860 [23:11:10.617624] Epoch: [209] [2900/2904] eta: 0:00:03 lr: 0.002116 loss: 0.1846 (0.1954) loss_rec_all: 0.2106 (0.2213) loss_rec_sfr: 0.2697 (0.2868) loss_cl: -0.2785 (-0.2788) time: 0.7448 data: 0.0001 max mem: 29860 [23:11:12.860709] Epoch: [209] [2903/2904] eta: 0:00:00 lr: 0.002116 loss: 0.1846 (0.1954) loss_rec_all: 0.2106 (0.2213) loss_rec_sfr: 0.2697 (0.2868) loss_cl: -0.2785 (-0.2788) time: 0.7449 data: 0.0001 max mem: 29860 [23:11:14.908071] Epoch: [209] Total time: 0:36:26 (0.7529 s / it) [23:11:14.916425] Averaged stats: lr: 0.002116 loss: 0.1846 (0.1974) loss_rec_all: 0.2106 (0.2210) loss_rec_sfr: 0.2697 (0.2866) loss_cl: -0.2785 (-0.2556) [23:11:14.921866] log_dir: ./checkpoint/VF2_ViT-B [23:11:30.361286] Epoch: [210] [ 0/2904] eta: 12:27:14 lr: 0.002116 loss: 0.1784 (0.1784) loss_rec_all: 0.2043 (0.2043) loss_rec_sfr: 0.2803 (0.2803) loss_cl: -0.2784 (-0.2784) time: 15.4387 data: 14.7072 max mem: 29860 [23:11:47.003202] Epoch: [210] [ 20/2904] eta: 1:13:25 lr: 0.002116 loss: 0.1833 (0.1879) loss_rec_all: 0.2090 (0.2138) loss_rec_sfr: 0.2744 (0.2696) loss_cl: -0.2780 (-0.2780) time: 0.8321 data: 0.0002 max mem: 29860 [23:12:01.877825] Epoch: [210] [ 40/2904] eta: 0:54:39 lr: 0.002116 loss: 0.1884 (0.1950) loss_rec_all: 0.2142 (0.2208) loss_rec_sfr: 0.2750 (0.2897) loss_cl: -0.2783 (-0.2782) time: 0.7437 data: 0.0002 max mem: 29860 [23:12:16.760510] Epoch: [210] [ 60/2904] eta: 0:48:02 lr: 0.002116 loss: 0.1803 (0.1938) loss_rec_all: 0.2064 (0.2196) loss_rec_sfr: 0.2453 (0.2851) loss_cl: -0.2792 (-0.2785) time: 0.7441 data: 0.0002 max mem: 29860 [23:12:31.653750] Epoch: [210] [ 80/2904] eta: 0:44:35 lr: 0.002116 loss: 0.1842 (0.1933) loss_rec_all: 0.2106 (0.2192) loss_rec_sfr: 0.2565 (0.2804) loss_cl: -0.2794 (-0.2787) time: 0.7446 data: 0.0003 max mem: 29860 [23:12:46.560485] Epoch: [210] [ 100/2904] eta: 0:42:23 lr: 0.002116 loss: 0.1814 (0.1938) loss_rec_all: 0.2079 (0.2197) loss_rec_sfr: 0.2724 (0.2834) loss_cl: -0.2792 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [23:13:01.478512] Epoch: [210] [ 120/2904] eta: 0:40:51 lr: 0.002116 loss: 0.1834 (0.1938) loss_rec_all: 0.2095 (0.2197) loss_rec_sfr: 0.2752 (0.2844) loss_cl: -0.2796 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [23:13:16.397184] Epoch: [210] [ 140/2904] eta: 0:39:41 lr: 0.002116 loss: 0.1866 (0.1944) loss_rec_all: 0.2127 (0.2203) loss_rec_sfr: 0.2678 (0.2850) loss_cl: -0.2801 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [23:13:31.319593] Epoch: [210] [ 160/2904] eta: 0:38:44 lr: 0.002116 loss: 0.1858 (0.1947) loss_rec_all: 0.2120 (0.2206) loss_rec_sfr: 0.2680 (0.2859) loss_cl: -0.2771 (-0.2786) time: 0.7461 data: 0.0003 max mem: 29860 [23:13:46.237964] Epoch: [210] [ 180/2904] eta: 0:37:57 lr: 0.002116 loss: 0.1848 (0.1954) loss_rec_all: 0.2107 (0.2212) loss_rec_sfr: 0.2697 (0.2891) loss_cl: -0.2775 (-0.2785) time: 0.7459 data: 0.0002 max mem: 29860 [23:14:01.154133] Epoch: [210] [ 200/2904] eta: 0:37:16 lr: 0.002115 loss: 0.1859 (0.1955) loss_rec_all: 0.2122 (0.2213) loss_rec_sfr: 0.2722 (0.2883) loss_cl: -0.2775 (-0.2783) time: 0.7458 data: 0.0003 max mem: 29860 [23:14:16.088904] Epoch: [210] [ 220/2904] eta: 0:36:40 lr: 0.002115 loss: 0.1833 (0.1953) loss_rec_all: 0.2095 (0.2211) loss_rec_sfr: 0.2569 (0.2869) loss_cl: -0.2778 (-0.2783) time: 0.7467 data: 0.0002 max mem: 29860 [23:14:31.011375] Epoch: [210] [ 240/2904] eta: 0:36:07 lr: 0.002115 loss: 0.1839 (0.1959) loss_rec_all: 0.2099 (0.2218) loss_rec_sfr: 0.2651 (0.2889) loss_cl: -0.2806 (-0.2786) time: 0.7461 data: 0.0003 max mem: 29860 [23:14:45.937527] Epoch: [210] [ 260/2904] eta: 0:35:37 lr: 0.002115 loss: 0.1858 (0.1964) loss_rec_all: 0.2123 (0.2222) loss_rec_sfr: 0.2796 (0.2909) loss_cl: -0.2785 (-0.2786) time: 0.7463 data: 0.0003 max mem: 29860 [23:15:00.856728] Epoch: [210] [ 280/2904] eta: 0:35:09 lr: 0.002115 loss: 0.1862 (0.1967) loss_rec_all: 0.2118 (0.2225) loss_rec_sfr: 0.2773 (0.2921) loss_cl: -0.2759 (-0.2785) time: 0.7459 data: 0.0003 max mem: 29860 [23:15:15.776617] Epoch: [210] [ 300/2904] eta: 0:34:43 lr: 0.002115 loss: 0.1909 (0.1969) loss_rec_all: 0.2163 (0.2227) loss_rec_sfr: 0.2645 (0.2924) loss_cl: -0.2724 (-0.2784) time: 0.7459 data: 0.0002 max mem: 29860 [23:15:30.695545] Epoch: [210] [ 320/2904] eta: 0:34:18 lr: 0.002115 loss: 0.1881 (0.1970) loss_rec_all: 0.2136 (0.2227) loss_rec_sfr: 0.2771 (0.2930) loss_cl: -0.2753 (-0.2783) time: 0.7459 data: 0.0002 max mem: 29860 [23:15:45.641276] Epoch: [210] [ 340/2904] eta: 0:33:55 lr: 0.002115 loss: 0.1843 (0.1967) loss_rec_all: 0.2102 (0.2225) loss_rec_sfr: 0.2785 (0.2927) loss_cl: -0.2789 (-0.2783) time: 0.7472 data: 0.0002 max mem: 29860 [23:16:00.556560] Epoch: [210] [ 360/2904] eta: 0:33:32 lr: 0.002115 loss: 0.1844 (0.1960) loss_rec_all: 0.2104 (0.2218) loss_rec_sfr: 0.2679 (0.2907) loss_cl: -0.2789 (-0.2783) time: 0.7457 data: 0.0002 max mem: 29860 [23:16:15.489223] Epoch: [210] [ 380/2904] eta: 0:33:11 lr: 0.002115 loss: 0.1837 (0.1961) loss_rec_all: 0.2102 (0.2219) loss_rec_sfr: 0.2644 (0.2909) loss_cl: -0.2791 (-0.2784) time: 0.7466 data: 0.0002 max mem: 29860 [23:16:30.407663] Epoch: [210] [ 400/2904] eta: 0:32:49 lr: 0.002115 loss: 0.1865 (0.1960) loss_rec_all: 0.2129 (0.2218) loss_rec_sfr: 0.2653 (0.2899) loss_cl: -0.2787 (-0.2784) time: 0.7459 data: 0.0002 max mem: 29860 [23:16:45.325578] Epoch: [210] [ 420/2904] eta: 0:32:29 lr: 0.002115 loss: 0.1867 (0.1956) loss_rec_all: 0.2126 (0.2214) loss_rec_sfr: 0.2637 (0.2886) loss_cl: -0.2790 (-0.2784) time: 0.7458 data: 0.0002 max mem: 29860 [23:17:00.243204] Epoch: [210] [ 440/2904] eta: 0:32:09 lr: 0.002115 loss: 0.1840 (0.1955) loss_rec_all: 0.2099 (0.2213) loss_rec_sfr: 0.2596 (0.2880) loss_cl: -0.2785 (-0.2784) time: 0.7458 data: 0.0002 max mem: 29860 [23:17:15.163201] Epoch: [210] [ 460/2904] eta: 0:31:49 lr: 0.002115 loss: 0.1867 (0.1955) loss_rec_all: 0.2127 (0.2213) loss_rec_sfr: 0.2670 (0.2878) loss_cl: -0.2794 (-0.2784) time: 0.7460 data: 0.0002 max mem: 29860 [23:17:30.070536] Epoch: [210] [ 480/2904] eta: 0:31:30 lr: 0.002115 loss: 0.1894 (0.1959) loss_rec_all: 0.2152 (0.2217) loss_rec_sfr: 0.2756 (0.2892) loss_cl: -0.2779 (-0.2784) time: 0.7453 data: 0.0002 max mem: 29860 [23:17:44.979786] Epoch: [210] [ 500/2904] eta: 0:31:11 lr: 0.002115 loss: 0.1853 (0.1959) loss_rec_all: 0.2118 (0.2218) loss_rec_sfr: 0.2640 (0.2893) loss_cl: -0.2792 (-0.2785) time: 0.7454 data: 0.0002 max mem: 29860 [23:17:59.892575] Epoch: [210] [ 520/2904] eta: 0:30:52 lr: 0.002115 loss: 0.1841 (0.1958) loss_rec_all: 0.2100 (0.2216) loss_rec_sfr: 0.2614 (0.2885) loss_cl: -0.2783 (-0.2785) time: 0.7456 data: 0.0002 max mem: 29860 [23:18:14.810737] Epoch: [210] [ 540/2904] eta: 0:30:34 lr: 0.002115 loss: 0.1842 (0.1956) loss_rec_all: 0.2104 (0.2214) loss_rec_sfr: 0.2576 (0.2877) loss_cl: -0.2799 (-0.2785) time: 0.7459 data: 0.0002 max mem: 29860 [23:18:29.725418] Epoch: [210] [ 560/2904] eta: 0:30:16 lr: 0.002115 loss: 0.1860 (0.1960) loss_rec_all: 0.2120 (0.2218) loss_rec_sfr: 0.2815 (0.2892) loss_cl: -0.2778 (-0.2785) time: 0.7457 data: 0.0002 max mem: 29860 [23:18:44.642437] Epoch: [210] [ 580/2904] eta: 0:29:58 lr: 0.002115 loss: 0.1863 (0.1958) loss_rec_all: 0.2121 (0.2216) loss_rec_sfr: 0.2630 (0.2885) loss_cl: -0.2784 (-0.2785) time: 0.7458 data: 0.0002 max mem: 29860 [23:18:59.558845] Epoch: [210] [ 600/2904] eta: 0:29:41 lr: 0.002115 loss: 0.1907 (0.1958) loss_rec_all: 0.2167 (0.2216) loss_rec_sfr: 0.2732 (0.2884) loss_cl: -0.2794 (-0.2785) time: 0.7458 data: 0.0002 max mem: 29860 [23:19:14.470191] Epoch: [210] [ 620/2904] eta: 0:29:23 lr: 0.002115 loss: 0.1829 (0.1956) loss_rec_all: 0.2090 (0.2214) loss_rec_sfr: 0.2347 (0.2876) loss_cl: -0.2795 (-0.2785) time: 0.7455 data: 0.0002 max mem: 29860 [23:19:29.388682] Epoch: [210] [ 640/2904] eta: 0:29:06 lr: 0.002115 loss: 0.1854 (0.1957) loss_rec_all: 0.2112 (0.2215) loss_rec_sfr: 0.2689 (0.2882) loss_cl: -0.2779 (-0.2785) time: 0.7459 data: 0.0002 max mem: 29860 [23:19:44.304327] Epoch: [210] [ 660/2904] eta: 0:28:49 lr: 0.002115 loss: 0.1894 (0.1961) loss_rec_all: 0.2154 (0.2219) loss_rec_sfr: 0.2724 (0.2893) loss_cl: -0.2781 (-0.2785) time: 0.7457 data: 0.0002 max mem: 29860 [23:19:59.218829] Epoch: [210] [ 680/2904] eta: 0:28:32 lr: 0.002115 loss: 0.1832 (0.1960) loss_rec_all: 0.2094 (0.2218) loss_rec_sfr: 0.2728 (0.2889) loss_cl: -0.2795 (-0.2785) time: 0.7457 data: 0.0003 max mem: 29860 [23:20:14.137655] Epoch: [210] [ 700/2904] eta: 0:28:15 lr: 0.002115 loss: 0.1852 (0.1958) loss_rec_all: 0.2116 (0.2216) loss_rec_sfr: 0.2579 (0.2882) loss_cl: -0.2797 (-0.2786) time: 0.7459 data: 0.0003 max mem: 29860 [23:20:29.055375] Epoch: [210] [ 720/2904] eta: 0:27:58 lr: 0.002115 loss: 0.1845 (0.1958) loss_rec_all: 0.2109 (0.2216) loss_rec_sfr: 0.2370 (0.2882) loss_cl: -0.2792 (-0.2786) time: 0.7458 data: 0.0003 max mem: 29860 [23:20:43.969410] Epoch: [210] [ 740/2904] eta: 0:27:41 lr: 0.002115 loss: 0.1942 (0.1960) loss_rec_all: 0.2201 (0.2218) loss_rec_sfr: 0.2727 (0.2888) loss_cl: -0.2779 (-0.2786) time: 0.7457 data: 0.0003 max mem: 29860 [23:20:58.893647] Epoch: [210] [ 760/2904] eta: 0:27:25 lr: 0.002115 loss: 0.1857 (0.1959) loss_rec_all: 0.2119 (0.2217) loss_rec_sfr: 0.2684 (0.2882) loss_cl: -0.2790 (-0.2786) time: 0.7462 data: 0.0003 max mem: 29860 [23:21:13.807096] Epoch: [210] [ 780/2904] eta: 0:27:08 lr: 0.002115 loss: 0.1876 (0.1960) loss_rec_all: 0.2134 (0.2218) loss_rec_sfr: 0.2756 (0.2889) loss_cl: -0.2787 (-0.2786) time: 0.7456 data: 0.0003 max mem: 29860 [23:21:28.723907] Epoch: [210] [ 800/2904] eta: 0:26:52 lr: 0.002115 loss: 0.1859 (0.1961) loss_rec_all: 0.2118 (0.2219) loss_rec_sfr: 0.2796 (0.2895) loss_cl: -0.2791 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [23:21:43.643538] Epoch: [210] [ 820/2904] eta: 0:26:35 lr: 0.002115 loss: 0.1842 (0.1962) loss_rec_all: 0.2104 (0.2220) loss_rec_sfr: 0.2723 (0.2899) loss_cl: -0.2788 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [23:21:58.562381] Epoch: [210] [ 840/2904] eta: 0:26:19 lr: 0.002115 loss: 0.1843 (0.1961) loss_rec_all: 0.2104 (0.2219) loss_rec_sfr: 0.2741 (0.2900) loss_cl: -0.2793 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [23:22:13.482357] Epoch: [210] [ 860/2904] eta: 0:26:03 lr: 0.002115 loss: 0.1856 (0.1962) loss_rec_all: 0.2121 (0.2220) loss_rec_sfr: 0.2713 (0.2902) loss_cl: -0.2795 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [23:22:28.396295] Epoch: [210] [ 880/2904] eta: 0:25:47 lr: 0.002115 loss: 0.1827 (0.1961) loss_rec_all: 0.2084 (0.2219) loss_rec_sfr: 0.2841 (0.2902) loss_cl: -0.2784 (-0.2786) time: 0.7456 data: 0.0003 max mem: 29860 [23:22:43.312665] Epoch: [210] [ 900/2904] eta: 0:25:31 lr: 0.002115 loss: 0.1825 (0.1960) loss_rec_all: 0.2084 (0.2218) loss_rec_sfr: 0.2687 (0.2897) loss_cl: -0.2793 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [23:22:58.230686] Epoch: [210] [ 920/2904] eta: 0:25:14 lr: 0.002115 loss: 0.1833 (0.1959) loss_rec_all: 0.2091 (0.2218) loss_rec_sfr: 0.2454 (0.2896) loss_cl: -0.2784 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [23:23:13.150234] Epoch: [210] [ 940/2904] eta: 0:24:58 lr: 0.002115 loss: 0.1864 (0.1960) loss_rec_all: 0.2122 (0.2219) loss_rec_sfr: 0.2716 (0.2898) loss_cl: -0.2777 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [23:23:28.064367] Epoch: [210] [ 960/2904] eta: 0:24:42 lr: 0.002115 loss: 0.1882 (0.1961) loss_rec_all: 0.2141 (0.2219) loss_rec_sfr: 0.2693 (0.2900) loss_cl: -0.2784 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [23:23:42.988172] Epoch: [210] [ 980/2904] eta: 0:24:27 lr: 0.002115 loss: 0.1814 (0.1960) loss_rec_all: 0.2073 (0.2218) loss_rec_sfr: 0.2784 (0.2899) loss_cl: -0.2791 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [23:23:57.907977] Epoch: [210] [1000/2904] eta: 0:24:11 lr: 0.002115 loss: 0.1865 (0.1960) loss_rec_all: 0.2128 (0.2218) loss_rec_sfr: 0.2614 (0.2896) loss_cl: -0.2786 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [23:24:12.832474] Epoch: [210] [1020/2904] eta: 0:23:55 lr: 0.002115 loss: 0.1815 (0.1957) loss_rec_all: 0.2077 (0.2215) loss_rec_sfr: 0.2599 (0.2887) loss_cl: -0.2793 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [23:24:27.746135] Epoch: [210] [1040/2904] eta: 0:23:39 lr: 0.002115 loss: 0.1831 (0.1957) loss_rec_all: 0.2089 (0.2215) loss_rec_sfr: 0.2560 (0.2885) loss_cl: -0.2794 (-0.2786) time: 0.7456 data: 0.0002 max mem: 29860 [23:24:42.662944] Epoch: [210] [1060/2904] eta: 0:23:23 lr: 0.002115 loss: 0.1876 (0.1957) loss_rec_all: 0.2137 (0.2215) loss_rec_sfr: 0.2688 (0.2885) loss_cl: -0.2778 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [23:24:57.580192] Epoch: [210] [1080/2904] eta: 0:23:08 lr: 0.002115 loss: 0.1842 (0.1956) loss_rec_all: 0.2105 (0.2214) loss_rec_sfr: 0.2623 (0.2881) loss_cl: -0.2785 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [23:25:12.499132] Epoch: [210] [1100/2904] eta: 0:22:52 lr: 0.002114 loss: 0.1860 (0.1956) loss_rec_all: 0.2120 (0.2214) loss_rec_sfr: 0.2752 (0.2881) loss_cl: -0.2804 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [23:25:27.419552] Epoch: [210] [1120/2904] eta: 0:22:36 lr: 0.002114 loss: 0.1851 (0.1956) loss_rec_all: 0.2116 (0.2214) loss_rec_sfr: 0.2722 (0.2880) loss_cl: -0.2799 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [23:25:42.344937] Epoch: [210] [1140/2904] eta: 0:22:20 lr: 0.002114 loss: 0.1845 (0.1955) loss_rec_all: 0.2109 (0.2214) loss_rec_sfr: 0.2687 (0.2879) loss_cl: -0.2779 (-0.2787) time: 0.7462 data: 0.0003 max mem: 29860 [23:25:57.272600] Epoch: [210] [1160/2904] eta: 0:22:05 lr: 0.002114 loss: 0.1855 (0.1955) loss_rec_all: 0.2114 (0.2213) loss_rec_sfr: 0.2750 (0.2878) loss_cl: -0.2776 (-0.2786) time: 0.7463 data: 0.0003 max mem: 29860 [23:26:12.196671] Epoch: [210] [1180/2904] eta: 0:21:49 lr: 0.002114 loss: 0.1892 (0.1955) loss_rec_all: 0.2153 (0.2213) loss_rec_sfr: 0.2634 (0.2877) loss_cl: -0.2787 (-0.2786) time: 0.7462 data: 0.0003 max mem: 29860 [23:26:27.118954] Epoch: [210] [1200/2904] eta: 0:21:34 lr: 0.002114 loss: 0.1817 (0.1953) loss_rec_all: 0.2081 (0.2212) loss_rec_sfr: 0.2635 (0.2872) loss_cl: -0.2801 (-0.2787) time: 0.7461 data: 0.0003 max mem: 29860 [23:26:42.037756] Epoch: [210] [1220/2904] eta: 0:21:18 lr: 0.002114 loss: 0.1850 (0.1952) loss_rec_all: 0.2110 (0.2211) loss_rec_sfr: 0.2612 (0.2868) loss_cl: -0.2793 (-0.2787) time: 0.7459 data: 0.0003 max mem: 29860 [23:26:56.955352] Epoch: [210] [1240/2904] eta: 0:21:03 lr: 0.002114 loss: 0.1925 (0.1953) loss_rec_all: 0.2184 (0.2211) loss_rec_sfr: 0.2775 (0.2869) loss_cl: -0.2786 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [23:27:11.871588] Epoch: [210] [1260/2904] eta: 0:20:47 lr: 0.002114 loss: 0.1861 (0.1953) loss_rec_all: 0.2124 (0.2212) loss_rec_sfr: 0.2486 (0.2869) loss_cl: -0.2783 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [23:27:26.794040] Epoch: [210] [1280/2904] eta: 0:20:32 lr: 0.002114 loss: 0.1835 (0.1952) loss_rec_all: 0.2095 (0.2211) loss_rec_sfr: 0.2651 (0.2866) loss_cl: -0.2795 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [23:27:41.712893] Epoch: [210] [1300/2904] eta: 0:20:16 lr: 0.002114 loss: 0.1890 (0.1953) loss_rec_all: 0.2151 (0.2212) loss_rec_sfr: 0.2586 (0.2869) loss_cl: -0.2789 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [23:27:56.633583] Epoch: [210] [1320/2904] eta: 0:20:01 lr: 0.002114 loss: 0.1865 (0.1953) loss_rec_all: 0.2124 (0.2212) loss_rec_sfr: 0.2597 (0.2867) loss_cl: -0.2788 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [23:28:11.556626] Epoch: [210] [1340/2904] eta: 0:19:45 lr: 0.002114 loss: 0.1907 (0.1955) loss_rec_all: 0.2167 (0.2213) loss_rec_sfr: 0.2685 (0.2872) loss_cl: -0.2786 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [23:28:26.479090] Epoch: [210] [1360/2904] eta: 0:19:30 lr: 0.002114 loss: 0.1854 (0.1955) loss_rec_all: 0.2112 (0.2213) loss_rec_sfr: 0.2351 (0.2870) loss_cl: -0.2789 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [23:28:41.399036] Epoch: [210] [1380/2904] eta: 0:19:14 lr: 0.002114 loss: 0.1902 (0.1956) loss_rec_all: 0.2163 (0.2214) loss_rec_sfr: 0.2698 (0.2874) loss_cl: -0.2795 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [23:28:56.319062] Epoch: [210] [1400/2904] eta: 0:18:59 lr: 0.002114 loss: 0.1982 (0.1958) loss_rec_all: 0.2245 (0.2216) loss_rec_sfr: 0.2893 (0.2881) loss_cl: -0.2794 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [23:29:11.246446] Epoch: [210] [1420/2904] eta: 0:18:43 lr: 0.002114 loss: 0.1856 (0.1957) loss_rec_all: 0.2115 (0.2216) loss_rec_sfr: 0.2717 (0.2880) loss_cl: -0.2794 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [23:29:26.165767] Epoch: [210] [1440/2904] eta: 0:18:28 lr: 0.002114 loss: 0.1855 (0.1957) loss_rec_all: 0.2114 (0.2216) loss_rec_sfr: 0.2731 (0.2881) loss_cl: -0.2790 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [23:29:41.083333] Epoch: [210] [1460/2904] eta: 0:18:13 lr: 0.002114 loss: 0.1868 (0.1958) loss_rec_all: 0.2124 (0.2216) loss_rec_sfr: 0.2766 (0.2884) loss_cl: -0.2785 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [23:29:55.997161] Epoch: [210] [1480/2904] eta: 0:17:57 lr: 0.002114 loss: 0.1938 (0.1960) loss_rec_all: 0.2198 (0.2218) loss_rec_sfr: 0.2840 (0.2891) loss_cl: -0.2780 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [23:30:10.912034] Epoch: [210] [1500/2904] eta: 0:17:42 lr: 0.002114 loss: 0.1859 (0.1961) loss_rec_all: 0.2117 (0.2219) loss_rec_sfr: 0.2722 (0.2894) loss_cl: -0.2787 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [23:30:25.825641] Epoch: [210] [1520/2904] eta: 0:17:27 lr: 0.002114 loss: 0.1849 (0.1962) loss_rec_all: 0.2107 (0.2220) loss_rec_sfr: 0.2798 (0.2898) loss_cl: -0.2786 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [23:30:40.737204] Epoch: [210] [1540/2904] eta: 0:17:11 lr: 0.002114 loss: 0.1828 (0.1960) loss_rec_all: 0.2090 (0.2219) loss_rec_sfr: 0.2569 (0.2892) loss_cl: -0.2794 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [23:30:55.651543] Epoch: [210] [1560/2904] eta: 0:16:56 lr: 0.002114 loss: 0.1816 (0.1959) loss_rec_all: 0.2080 (0.2217) loss_rec_sfr: 0.2318 (0.2889) loss_cl: -0.2782 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [23:31:10.571927] Epoch: [210] [1580/2904] eta: 0:16:41 lr: 0.002114 loss: 0.1805 (0.1958) loss_rec_all: 0.2067 (0.2217) loss_rec_sfr: 0.2812 (0.2889) loss_cl: -0.2777 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [23:31:25.488692] Epoch: [210] [1600/2904] eta: 0:16:25 lr: 0.002114 loss: 0.1807 (0.1958) loss_rec_all: 0.2069 (0.2216) loss_rec_sfr: 0.2797 (0.2888) loss_cl: -0.2783 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [23:31:40.410542] Epoch: [210] [1620/2904] eta: 0:16:10 lr: 0.002114 loss: 0.1818 (0.1957) loss_rec_all: 0.2082 (0.2215) loss_rec_sfr: 0.2303 (0.2883) loss_cl: -0.2781 (-0.2787) time: 0.7460 data: 0.0003 max mem: 29860 [23:31:55.330691] Epoch: [210] [1640/2904] eta: 0:15:55 lr: 0.002114 loss: 0.1844 (0.1956) loss_rec_all: 0.2108 (0.2215) loss_rec_sfr: 0.2658 (0.2881) loss_cl: -0.2797 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [23:32:10.252049] Epoch: [210] [1660/2904] eta: 0:15:40 lr: 0.002114 loss: 0.1852 (0.1956) loss_rec_all: 0.2115 (0.2215) loss_rec_sfr: 0.2839 (0.2882) loss_cl: -0.2799 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [23:32:25.169642] Epoch: [210] [1680/2904] eta: 0:15:24 lr: 0.002114 loss: 0.1892 (0.1957) loss_rec_all: 0.2151 (0.2215) loss_rec_sfr: 0.2749 (0.2885) loss_cl: -0.2788 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [23:32:40.091431] Epoch: [210] [1700/2904] eta: 0:15:09 lr: 0.002114 loss: 0.1827 (0.1956) loss_rec_all: 0.2089 (0.2215) loss_rec_sfr: 0.2654 (0.2883) loss_cl: -0.2791 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [23:32:55.007397] Epoch: [210] [1720/2904] eta: 0:14:54 lr: 0.002114 loss: 0.1818 (0.1955) loss_rec_all: 0.2079 (0.2213) loss_rec_sfr: 0.2687 (0.2879) loss_cl: -0.2792 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [23:33:09.937623] Epoch: [210] [1740/2904] eta: 0:14:39 lr: 0.002114 loss: 0.1805 (0.1954) loss_rec_all: 0.2069 (0.2213) loss_rec_sfr: 0.2699 (0.2878) loss_cl: -0.2791 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [23:33:24.858387] Epoch: [210] [1760/2904] eta: 0:14:23 lr: 0.002114 loss: 0.1839 (0.1953) loss_rec_all: 0.2100 (0.2212) loss_rec_sfr: 0.2714 (0.2876) loss_cl: -0.2790 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [23:33:39.776411] Epoch: [210] [1780/2904] eta: 0:14:08 lr: 0.002114 loss: 0.1849 (0.1953) loss_rec_all: 0.2112 (0.2212) loss_rec_sfr: 0.2631 (0.2875) loss_cl: -0.2791 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [23:33:54.689354] Epoch: [210] [1800/2904] eta: 0:13:53 lr: 0.002114 loss: 0.1853 (0.1953) loss_rec_all: 0.2116 (0.2212) loss_rec_sfr: 0.2658 (0.2874) loss_cl: -0.2788 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [23:34:09.606989] Epoch: [210] [1820/2904] eta: 0:13:38 lr: 0.002114 loss: 0.1837 (0.1953) loss_rec_all: 0.2100 (0.2211) loss_rec_sfr: 0.2696 (0.2873) loss_cl: -0.2793 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [23:34:24.521561] Epoch: [210] [1840/2904] eta: 0:13:23 lr: 0.002114 loss: 0.1835 (0.1952) loss_rec_all: 0.2095 (0.2210) loss_rec_sfr: 0.2545 (0.2869) loss_cl: -0.2787 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [23:34:39.438611] Epoch: [210] [1860/2904] eta: 0:13:07 lr: 0.002114 loss: 0.1859 (0.1951) loss_rec_all: 0.2121 (0.2210) loss_rec_sfr: 0.2746 (0.2868) loss_cl: -0.2790 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [23:34:54.353309] Epoch: [210] [1880/2904] eta: 0:12:52 lr: 0.002114 loss: 0.1852 (0.1952) loss_rec_all: 0.2115 (0.2210) loss_rec_sfr: 0.2755 (0.2870) loss_cl: -0.2790 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [23:35:09.274308] Epoch: [210] [1900/2904] eta: 0:12:37 lr: 0.002114 loss: 0.1844 (0.1952) loss_rec_all: 0.2105 (0.2210) loss_rec_sfr: 0.2732 (0.2870) loss_cl: -0.2794 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [23:35:24.192962] Epoch: [210] [1920/2904] eta: 0:12:22 lr: 0.002114 loss: 0.1898 (0.1953) loss_rec_all: 0.2158 (0.2212) loss_rec_sfr: 0.2861 (0.2873) loss_cl: -0.2786 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [23:35:39.110316] Epoch: [210] [1940/2904] eta: 0:12:07 lr: 0.002114 loss: 0.1867 (0.1954) loss_rec_all: 0.2125 (0.2212) loss_rec_sfr: 0.2726 (0.2875) loss_cl: -0.2783 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [23:35:54.030550] Epoch: [210] [1960/2904] eta: 0:11:51 lr: 0.002114 loss: 0.1865 (0.1954) loss_rec_all: 0.2126 (0.2212) loss_rec_sfr: 0.2683 (0.2875) loss_cl: -0.2785 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [23:36:08.955463] Epoch: [210] [1980/2904] eta: 0:11:36 lr: 0.002114 loss: 0.1886 (0.1954) loss_rec_all: 0.2142 (0.2213) loss_rec_sfr: 0.2712 (0.2878) loss_cl: -0.2786 (-0.2787) time: 0.7462 data: 0.0003 max mem: 29860 [23:36:23.883933] Epoch: [210] [2000/2904] eta: 0:11:21 lr: 0.002113 loss: 0.1836 (0.1955) loss_rec_all: 0.2098 (0.2213) loss_rec_sfr: 0.2814 (0.2882) loss_cl: -0.2787 (-0.2787) time: 0.7464 data: 0.0003 max mem: 29860 [23:36:38.796455] Epoch: [210] [2020/2904] eta: 0:11:06 lr: 0.002113 loss: 0.1873 (0.1954) loss_rec_all: 0.2132 (0.2213) loss_rec_sfr: 0.2752 (0.2881) loss_cl: -0.2788 (-0.2787) time: 0.7456 data: 0.0003 max mem: 29860 [23:36:53.721795] Epoch: [210] [2040/2904] eta: 0:10:51 lr: 0.002113 loss: 0.1845 (0.1955) loss_rec_all: 0.2105 (0.2213) loss_rec_sfr: 0.2655 (0.2882) loss_cl: -0.2793 (-0.2787) time: 0.7462 data: 0.0003 max mem: 29860 [23:37:08.638451] Epoch: [210] [2060/2904] eta: 0:10:36 lr: 0.002113 loss: 0.1847 (0.1954) loss_rec_all: 0.2107 (0.2213) loss_rec_sfr: 0.2694 (0.2881) loss_cl: -0.2789 (-0.2787) time: 0.7458 data: 0.0003 max mem: 29860 [23:37:23.558232] Epoch: [210] [2080/2904] eta: 0:10:21 lr: 0.002113 loss: 0.1843 (0.1954) loss_rec_all: 0.2107 (0.2213) loss_rec_sfr: 0.2531 (0.2880) loss_cl: -0.2796 (-0.2787) time: 0.7459 data: 0.0003 max mem: 29860 [23:37:38.476787] Epoch: [210] [2100/2904] eta: 0:10:05 lr: 0.002113 loss: 0.1827 (0.1954) loss_rec_all: 0.2090 (0.2212) loss_rec_sfr: 0.2658 (0.2878) loss_cl: -0.2785 (-0.2787) time: 0.7459 data: 0.0003 max mem: 29860 [23:37:53.393339] Epoch: [210] [2120/2904] eta: 0:09:50 lr: 0.002113 loss: 0.1860 (0.1954) loss_rec_all: 0.2122 (0.2212) loss_rec_sfr: 0.2667 (0.2879) loss_cl: -0.2787 (-0.2787) time: 0.7458 data: 0.0003 max mem: 29860 [23:38:08.323545] Epoch: [210] [2140/2904] eta: 0:09:35 lr: 0.002113 loss: 0.1862 (0.1954) loss_rec_all: 0.2126 (0.2212) loss_rec_sfr: 0.2709 (0.2879) loss_cl: -0.2782 (-0.2787) time: 0.7465 data: 0.0003 max mem: 29860 [23:38:23.248475] Epoch: [210] [2160/2904] eta: 0:09:20 lr: 0.002113 loss: 0.1821 (0.1954) loss_rec_all: 0.2083 (0.2212) loss_rec_sfr: 0.2673 (0.2879) loss_cl: -0.2791 (-0.2787) time: 0.7462 data: 0.0003 max mem: 29860 [23:38:38.172950] Epoch: [210] [2180/2904] eta: 0:09:05 lr: 0.002113 loss: 0.1834 (0.1953) loss_rec_all: 0.2100 (0.2211) loss_rec_sfr: 0.2605 (0.2875) loss_cl: -0.2793 (-0.2787) time: 0.7462 data: 0.0003 max mem: 29860 [23:38:53.097918] Epoch: [210] [2200/2904] eta: 0:08:50 lr: 0.002113 loss: 0.1871 (0.1952) loss_rec_all: 0.2133 (0.2211) loss_rec_sfr: 0.2662 (0.2872) loss_cl: -0.2791 (-0.2787) time: 0.7462 data: 0.0003 max mem: 29860 [23:39:08.015247] Epoch: [210] [2220/2904] eta: 0:08:35 lr: 0.002113 loss: 0.1835 (0.1952) loss_rec_all: 0.2100 (0.2210) loss_rec_sfr: 0.2600 (0.2870) loss_cl: -0.2795 (-0.2787) time: 0.7458 data: 0.0003 max mem: 29860 [23:39:22.940212] Epoch: [210] [2240/2904] eta: 0:08:20 lr: 0.002113 loss: 0.1832 (0.1951) loss_rec_all: 0.2091 (0.2209) loss_rec_sfr: 0.2580 (0.2867) loss_cl: -0.2796 (-0.2787) time: 0.7462 data: 0.0003 max mem: 29860 [23:39:37.860685] Epoch: [210] [2260/2904] eta: 0:08:05 lr: 0.002113 loss: 0.1863 (0.1951) loss_rec_all: 0.2123 (0.2210) loss_rec_sfr: 0.2819 (0.2870) loss_cl: -0.2783 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [23:39:52.778740] Epoch: [210] [2280/2904] eta: 0:07:49 lr: 0.002113 loss: 0.1842 (0.1951) loss_rec_all: 0.2107 (0.2210) loss_rec_sfr: 0.2304 (0.2868) loss_cl: -0.2784 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [23:40:07.706524] Epoch: [210] [2300/2904] eta: 0:07:34 lr: 0.002113 loss: 0.1859 (0.1951) loss_rec_all: 0.2119 (0.2210) loss_rec_sfr: 0.2654 (0.2869) loss_cl: -0.2784 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [23:40:22.631760] Epoch: [210] [2320/2904] eta: 0:07:19 lr: 0.002113 loss: 0.1837 (0.1951) loss_rec_all: 0.2097 (0.2209) loss_rec_sfr: 0.2715 (0.2868) loss_cl: -0.2785 (-0.2787) time: 0.7462 data: 0.0003 max mem: 29860 [23:40:37.564554] Epoch: [210] [2340/2904] eta: 0:07:04 lr: 0.002113 loss: 0.1886 (0.1952) loss_rec_all: 0.2146 (0.2210) loss_rec_sfr: 0.2757 (0.2870) loss_cl: -0.2794 (-0.2787) time: 0.7466 data: 0.0003 max mem: 29860 [23:40:52.504536] Epoch: [210] [2360/2904] eta: 0:06:49 lr: 0.002113 loss: 0.1872 (0.1951) loss_rec_all: 0.2133 (0.2210) loss_rec_sfr: 0.2631 (0.2868) loss_cl: -0.2796 (-0.2787) time: 0.7470 data: 0.0003 max mem: 29860 [23:41:07.443089] Epoch: [210] [2380/2904] eta: 0:06:34 lr: 0.002113 loss: 0.1835 (0.1951) loss_rec_all: 0.2096 (0.2210) loss_rec_sfr: 0.2720 (0.2869) loss_cl: -0.2794 (-0.2787) time: 0.7469 data: 0.0003 max mem: 29860 [23:41:22.395974] Epoch: [210] [2400/2904] eta: 0:06:19 lr: 0.002113 loss: 0.1862 (0.1951) loss_rec_all: 0.2124 (0.2209) loss_rec_sfr: 0.2331 (0.2866) loss_cl: -0.2785 (-0.2787) time: 0.7476 data: 0.0003 max mem: 29860 [23:41:37.330215] Epoch: [210] [2420/2904] eta: 0:06:04 lr: 0.002113 loss: 0.1867 (0.1951) loss_rec_all: 0.2125 (0.2210) loss_rec_sfr: 0.2462 (0.2865) loss_cl: -0.2784 (-0.2787) time: 0.7467 data: 0.0003 max mem: 29860 [23:41:52.245603] Epoch: [210] [2440/2904] eta: 0:05:49 lr: 0.002113 loss: 0.1901 (0.1952) loss_rec_all: 0.2158 (0.2210) loss_rec_sfr: 0.2723 (0.2868) loss_cl: -0.2789 (-0.2787) time: 0.7457 data: 0.0003 max mem: 29860 [23:42:07.161458] Epoch: [210] [2460/2904] eta: 0:05:34 lr: 0.002113 loss: 0.1846 (0.1952) loss_rec_all: 0.2107 (0.2210) loss_rec_sfr: 0.2627 (0.2869) loss_cl: -0.2777 (-0.2787) time: 0.7457 data: 0.0003 max mem: 29860 [23:42:22.075139] Epoch: [210] [2480/2904] eta: 0:05:19 lr: 0.002113 loss: 0.1820 (0.1952) loss_rec_all: 0.2080 (0.2211) loss_rec_sfr: 0.2700 (0.2870) loss_cl: -0.2787 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [23:42:36.991077] Epoch: [210] [2500/2904] eta: 0:05:04 lr: 0.002113 loss: 0.1891 (0.1952) loss_rec_all: 0.2150 (0.2211) loss_rec_sfr: 0.2842 (0.2871) loss_cl: -0.2791 (-0.2787) time: 0.7458 data: 0.0003 max mem: 29860 [23:42:51.908304] Epoch: [210] [2520/2904] eta: 0:04:48 lr: 0.002113 loss: 0.1892 (0.1953) loss_rec_all: 0.2152 (0.2212) loss_rec_sfr: 0.2888 (0.2875) loss_cl: -0.2793 (-0.2787) time: 0.7458 data: 0.0003 max mem: 29860 [23:43:06.829056] Epoch: [210] [2540/2904] eta: 0:04:33 lr: 0.002113 loss: 0.1856 (0.1953) loss_rec_all: 0.2115 (0.2212) loss_rec_sfr: 0.2693 (0.2874) loss_cl: -0.2793 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [23:43:21.758430] Epoch: [210] [2560/2904] eta: 0:04:18 lr: 0.002113 loss: 0.1849 (0.1953) loss_rec_all: 0.2108 (0.2212) loss_rec_sfr: 0.2791 (0.2876) loss_cl: -0.2789 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [23:43:36.675979] Epoch: [210] [2580/2904] eta: 0:04:03 lr: 0.002113 loss: 0.1842 (0.1953) loss_rec_all: 0.2099 (0.2212) loss_rec_sfr: 0.2789 (0.2876) loss_cl: -0.2777 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [23:43:51.606816] Epoch: [210] [2600/2904] eta: 0:03:48 lr: 0.002113 loss: 0.1831 (0.1952) loss_rec_all: 0.2094 (0.2211) loss_rec_sfr: 0.2225 (0.2872) loss_cl: -0.2790 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [23:44:06.524086] Epoch: [210] [2620/2904] eta: 0:03:33 lr: 0.002113 loss: 0.1852 (0.1952) loss_rec_all: 0.2113 (0.2211) loss_rec_sfr: 0.2746 (0.2873) loss_cl: -0.2793 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [23:44:21.457069] Epoch: [210] [2640/2904] eta: 0:03:18 lr: 0.002113 loss: 0.1890 (0.1952) loss_rec_all: 0.2153 (0.2211) loss_rec_sfr: 0.2481 (0.2871) loss_cl: -0.2781 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [23:44:36.384850] Epoch: [210] [2660/2904] eta: 0:03:03 lr: 0.002113 loss: 0.1924 (0.1953) loss_rec_all: 0.2185 (0.2211) loss_rec_sfr: 0.2675 (0.2873) loss_cl: -0.2786 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [23:44:51.313738] Epoch: [210] [2680/2904] eta: 0:02:48 lr: 0.002113 loss: 0.1907 (0.1954) loss_rec_all: 0.2167 (0.2212) loss_rec_sfr: 0.2754 (0.2876) loss_cl: -0.2787 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [23:45:06.234040] Epoch: [210] [2700/2904] eta: 0:02:33 lr: 0.002113 loss: 0.1864 (0.1953) loss_rec_all: 0.2125 (0.2212) loss_rec_sfr: 0.2764 (0.2876) loss_cl: -0.2786 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [23:45:21.156417] Epoch: [210] [2720/2904] eta: 0:02:18 lr: 0.002113 loss: 0.1904 (0.1954) loss_rec_all: 0.2164 (0.2213) loss_rec_sfr: 0.2694 (0.2877) loss_cl: -0.2788 (-0.2787) time: 0.7461 data: 0.0003 max mem: 29860 [23:45:36.076917] Epoch: [210] [2740/2904] eta: 0:02:03 lr: 0.002113 loss: 0.1827 (0.1954) loss_rec_all: 0.2085 (0.2212) loss_rec_sfr: 0.2735 (0.2876) loss_cl: -0.2790 (-0.2787) time: 0.7460 data: 0.0003 max mem: 29860 [23:45:50.988661] Epoch: [210] [2760/2904] eta: 0:01:48 lr: 0.002113 loss: 0.1853 (0.1953) loss_rec_all: 0.2114 (0.2212) loss_rec_sfr: 0.2351 (0.2874) loss_cl: -0.2790 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [23:46:05.903936] Epoch: [210] [2780/2904] eta: 0:01:33 lr: 0.002113 loss: 0.1841 (0.1953) loss_rec_all: 0.2099 (0.2212) loss_rec_sfr: 0.2696 (0.2875) loss_cl: -0.2788 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [23:46:20.826603] Epoch: [210] [2800/2904] eta: 0:01:18 lr: 0.002113 loss: 0.1889 (0.1953) loss_rec_all: 0.2149 (0.2212) loss_rec_sfr: 0.2717 (0.2875) loss_cl: -0.2783 (-0.2787) time: 0.7461 data: 0.0003 max mem: 29860 [23:46:35.749789] Epoch: [210] [2820/2904] eta: 0:01:03 lr: 0.002113 loss: 0.1908 (0.1954) loss_rec_all: 0.2166 (0.2213) loss_rec_sfr: 0.2863 (0.2879) loss_cl: -0.2785 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [23:46:50.701903] Epoch: [210] [2840/2904] eta: 0:00:48 lr: 0.002113 loss: 0.1829 (0.1954) loss_rec_all: 0.2088 (0.2212) loss_rec_sfr: 0.2650 (0.2878) loss_cl: -0.2781 (-0.2787) time: 0.7476 data: 0.0023 max mem: 29860 [23:47:05.610197] Epoch: [210] [2860/2904] eta: 0:00:33 lr: 0.002113 loss: 0.1824 (0.1954) loss_rec_all: 0.2086 (0.2212) loss_rec_sfr: 0.2610 (0.2877) loss_cl: -0.2789 (-0.2787) time: 0.7454 data: 0.0001 max mem: 29860 [23:47:20.520347] Epoch: [210] [2880/2904] eta: 0:00:18 lr: 0.002113 loss: 0.1881 (0.1954) loss_rec_all: 0.2144 (0.2212) loss_rec_sfr: 0.2603 (0.2877) loss_cl: -0.2786 (-0.2787) time: 0.7455 data: 0.0001 max mem: 29860 [23:47:35.425044] Epoch: [210] [2900/2904] eta: 0:00:03 lr: 0.002112 loss: 0.1841 (0.1954) loss_rec_all: 0.2102 (0.2213) loss_rec_sfr: 0.2840 (0.2880) loss_cl: -0.2790 (-0.2787) time: 0.7452 data: 0.0001 max mem: 29860 [23:47:37.667306] Epoch: [210] [2903/2904] eta: 0:00:00 lr: 0.002112 loss: 0.1866 (0.1954) loss_rec_all: 0.2126 (0.2213) loss_rec_sfr: 0.2835 (0.2880) loss_cl: -0.2790 (-0.2787) time: 0.7452 data: 0.0001 max mem: 29860 [23:47:39.972779] Epoch: [210] Total time: 0:36:25 (0.7524 s / it) [23:47:39.973907] Averaged stats: lr: 0.002112 loss: 0.1866 (0.1978) loss_rec_all: 0.2126 (0.2213) loss_rec_sfr: 0.2835 (0.2880) loss_cl: -0.2790 (-0.2555) [23:47:39.979704] log_dir: ./checkpoint/VF2_ViT-B [23:47:57.039638] Epoch: [211] [ 0/2904] eta: 13:45:37 lr: 0.002112 loss: 0.2011 (0.2011) loss_rec_all: 0.2270 (0.2270) loss_rec_sfr: 0.2767 (0.2767) loss_cl: -0.2791 (-0.2791) time: 17.0583 data: 14.3700 max mem: 29860 [23:48:12.539136] Epoch: [211] [ 20/2904] eta: 1:14:31 lr: 0.002112 loss: 0.1860 (0.2014) loss_rec_all: 0.2124 (0.2271) loss_rec_sfr: 0.2826 (0.3177) loss_cl: -0.2796 (-0.2797) time: 0.7749 data: 0.0309 max mem: 29860 [23:48:27.422179] Epoch: [211] [ 40/2904] eta: 0:55:13 lr: 0.002112 loss: 0.1902 (0.2024) loss_rec_all: 0.2162 (0.2282) loss_rec_sfr: 0.2640 (0.3108) loss_cl: -0.2791 (-0.2794) time: 0.7441 data: 0.0002 max mem: 29860 [23:48:42.305006] Epoch: [211] [ 60/2904] eta: 0:48:25 lr: 0.002112 loss: 0.1892 (0.2003) loss_rec_all: 0.2150 (0.2261) loss_rec_sfr: 0.2802 (0.3058) loss_cl: -0.2784 (-0.2791) time: 0.7441 data: 0.0002 max mem: 29860 [23:48:57.195955] Epoch: [211] [ 80/2904] eta: 0:44:51 lr: 0.002112 loss: 0.1835 (0.1994) loss_rec_all: 0.2094 (0.2252) loss_rec_sfr: 0.2771 (0.3022) loss_cl: -0.2784 (-0.2790) time: 0.7445 data: 0.0002 max mem: 29860 [23:49:12.096269] Epoch: [211] [ 100/2904] eta: 0:42:37 lr: 0.002112 loss: 0.1836 (0.1969) loss_rec_all: 0.2096 (0.2228) loss_rec_sfr: 0.2611 (0.2936) loss_cl: -0.2785 (-0.2789) time: 0.7450 data: 0.0002 max mem: 29860 [23:49:27.006063] Epoch: [211] [ 120/2904] eta: 0:41:02 lr: 0.002112 loss: 0.1802 (0.1951) loss_rec_all: 0.2062 (0.2210) loss_rec_sfr: 0.2730 (0.2895) loss_cl: -0.2794 (-0.2790) time: 0.7454 data: 0.0002 max mem: 29860 [23:49:41.919127] Epoch: [211] [ 140/2904] eta: 0:39:50 lr: 0.002112 loss: 0.1842 (0.1948) loss_rec_all: 0.2104 (0.2206) loss_rec_sfr: 0.2781 (0.2895) loss_cl: -0.2791 (-0.2790) time: 0.7456 data: 0.0002 max mem: 29860 [23:49:56.850968] Epoch: [211] [ 160/2904] eta: 0:38:52 lr: 0.002112 loss: 0.1870 (0.1955) loss_rec_all: 0.2131 (0.2213) loss_rec_sfr: 0.2894 (0.2923) loss_cl: -0.2788 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [23:50:11.791887] Epoch: [211] [ 180/2904] eta: 0:38:04 lr: 0.002112 loss: 0.1865 (0.1960) loss_rec_all: 0.2124 (0.2218) loss_rec_sfr: 0.2710 (0.2934) loss_cl: -0.2783 (-0.2788) time: 0.7470 data: 0.0002 max mem: 29860 [23:50:26.722941] Epoch: [211] [ 200/2904] eta: 0:37:23 lr: 0.002112 loss: 0.1825 (0.1953) loss_rec_all: 0.2084 (0.2212) loss_rec_sfr: 0.2629 (0.2913) loss_cl: -0.2789 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [23:50:41.639710] Epoch: [211] [ 220/2904] eta: 0:36:46 lr: 0.002112 loss: 0.1844 (0.1952) loss_rec_all: 0.2109 (0.2210) loss_rec_sfr: 0.2632 (0.2907) loss_cl: -0.2798 (-0.2790) time: 0.7458 data: 0.0002 max mem: 29860 [23:50:56.555042] Epoch: [211] [ 240/2904] eta: 0:36:12 lr: 0.002112 loss: 0.1815 (0.1956) loss_rec_all: 0.2076 (0.2214) loss_rec_sfr: 0.2741 (0.2927) loss_cl: -0.2793 (-0.2790) time: 0.7457 data: 0.0002 max mem: 29860 [23:51:11.467861] Epoch: [211] [ 260/2904] eta: 0:35:42 lr: 0.002112 loss: 0.1823 (0.1956) loss_rec_all: 0.2081 (0.2215) loss_rec_sfr: 0.2711 (0.2931) loss_cl: -0.2789 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [23:51:26.382805] Epoch: [211] [ 280/2904] eta: 0:35:14 lr: 0.002112 loss: 0.1877 (0.1966) loss_rec_all: 0.2135 (0.2224) loss_rec_sfr: 0.2882 (0.2968) loss_cl: -0.2776 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [23:51:41.304870] Epoch: [211] [ 300/2904] eta: 0:34:47 lr: 0.002112 loss: 0.1842 (0.1963) loss_rec_all: 0.2103 (0.2221) loss_rec_sfr: 0.2539 (0.2958) loss_cl: -0.2792 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [23:51:56.225295] Epoch: [211] [ 320/2904] eta: 0:34:22 lr: 0.002112 loss: 0.1816 (0.1960) loss_rec_all: 0.2079 (0.2218) loss_rec_sfr: 0.2699 (0.2949) loss_cl: -0.2804 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [23:52:11.171829] Epoch: [211] [ 340/2904] eta: 0:33:58 lr: 0.002112 loss: 0.1840 (0.1957) loss_rec_all: 0.2102 (0.2215) loss_rec_sfr: 0.2762 (0.2940) loss_cl: -0.2791 (-0.2789) time: 0.7473 data: 0.0002 max mem: 29860 [23:52:26.095369] Epoch: [211] [ 360/2904] eta: 0:33:36 lr: 0.002112 loss: 0.1886 (0.1960) loss_rec_all: 0.2148 (0.2218) loss_rec_sfr: 0.2709 (0.2946) loss_cl: -0.2783 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [23:52:41.037179] Epoch: [211] [ 380/2904] eta: 0:33:14 lr: 0.002112 loss: 0.1851 (0.1962) loss_rec_all: 0.2109 (0.2220) loss_rec_sfr: 0.2671 (0.2952) loss_cl: -0.2787 (-0.2789) time: 0.7470 data: 0.0002 max mem: 29860 [23:52:55.952622] Epoch: [211] [ 400/2904] eta: 0:32:52 lr: 0.002112 loss: 0.1841 (0.1962) loss_rec_all: 0.2099 (0.2220) loss_rec_sfr: 0.2578 (0.2950) loss_cl: -0.2777 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [23:53:11.036402] Epoch: [211] [ 420/2904] eta: 0:32:33 lr: 0.002112 loss: 0.1883 (0.1965) loss_rec_all: 0.2141 (0.2224) loss_rec_sfr: 0.2655 (0.2958) loss_cl: -0.2787 (-0.2788) time: 0.7541 data: 0.0004 max mem: 29860 [23:53:25.959107] Epoch: [211] [ 440/2904] eta: 0:32:12 lr: 0.002112 loss: 0.1834 (0.1963) loss_rec_all: 0.2093 (0.2221) loss_rec_sfr: 0.2663 (0.2951) loss_cl: -0.2794 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [23:53:40.881437] Epoch: [211] [ 460/2904] eta: 0:31:53 lr: 0.002112 loss: 0.1828 (0.1960) loss_rec_all: 0.2088 (0.2218) loss_rec_sfr: 0.2660 (0.2941) loss_cl: -0.2786 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [23:53:55.809229] Epoch: [211] [ 480/2904] eta: 0:31:33 lr: 0.002112 loss: 0.1859 (0.1961) loss_rec_all: 0.2117 (0.2219) loss_rec_sfr: 0.2762 (0.2945) loss_cl: -0.2780 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [23:54:10.740537] Epoch: [211] [ 500/2904] eta: 0:31:14 lr: 0.002112 loss: 0.1837 (0.1960) loss_rec_all: 0.2100 (0.2218) loss_rec_sfr: 0.2676 (0.2941) loss_cl: -0.2792 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [23:54:25.670483] Epoch: [211] [ 520/2904] eta: 0:30:56 lr: 0.002112 loss: 0.1866 (0.1960) loss_rec_all: 0.2127 (0.2218) loss_rec_sfr: 0.2691 (0.2938) loss_cl: -0.2794 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [23:54:40.594372] Epoch: [211] [ 540/2904] eta: 0:30:37 lr: 0.002112 loss: 0.1871 (0.1963) loss_rec_all: 0.2133 (0.2221) loss_rec_sfr: 0.2697 (0.2947) loss_cl: -0.2788 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [23:54:55.514244] Epoch: [211] [ 560/2904] eta: 0:30:19 lr: 0.002112 loss: 0.1892 (0.1963) loss_rec_all: 0.2151 (0.2221) loss_rec_sfr: 0.2595 (0.2944) loss_cl: -0.2782 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [23:55:10.428188] Epoch: [211] [ 580/2904] eta: 0:30:01 lr: 0.002112 loss: 0.1899 (0.1968) loss_rec_all: 0.2157 (0.2226) loss_rec_sfr: 0.2760 (0.2957) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [23:55:25.342022] Epoch: [211] [ 600/2904] eta: 0:29:43 lr: 0.002112 loss: 0.1814 (0.1966) loss_rec_all: 0.2077 (0.2224) loss_rec_sfr: 0.2747 (0.2952) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [23:55:40.259429] Epoch: [211] [ 620/2904] eta: 0:29:26 lr: 0.002112 loss: 0.1839 (0.1966) loss_rec_all: 0.2103 (0.2224) loss_rec_sfr: 0.2573 (0.2950) loss_cl: -0.2793 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [23:55:55.180443] Epoch: [211] [ 640/2904] eta: 0:29:08 lr: 0.002112 loss: 0.1855 (0.1964) loss_rec_all: 0.2116 (0.2222) loss_rec_sfr: 0.2577 (0.2940) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [23:56:10.104522] Epoch: [211] [ 660/2904] eta: 0:28:51 lr: 0.002112 loss: 0.1885 (0.1966) loss_rec_all: 0.2143 (0.2225) loss_rec_sfr: 0.2703 (0.2946) loss_cl: -0.2785 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [23:56:25.027688] Epoch: [211] [ 680/2904] eta: 0:28:34 lr: 0.002112 loss: 0.1849 (0.1969) loss_rec_all: 0.2107 (0.2227) loss_rec_sfr: 0.2714 (0.2953) loss_cl: -0.2790 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [23:56:39.947129] Epoch: [211] [ 700/2904] eta: 0:28:17 lr: 0.002112 loss: 0.1818 (0.1964) loss_rec_all: 0.2077 (0.2223) loss_rec_sfr: 0.2698 (0.2943) loss_cl: -0.2781 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [23:56:54.867578] Epoch: [211] [ 720/2904] eta: 0:28:00 lr: 0.002112 loss: 0.1872 (0.1964) loss_rec_all: 0.2132 (0.2223) loss_rec_sfr: 0.2681 (0.2941) loss_cl: -0.2779 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [23:57:09.784403] Epoch: [211] [ 740/2904] eta: 0:27:43 lr: 0.002112 loss: 0.1862 (0.1964) loss_rec_all: 0.2124 (0.2222) loss_rec_sfr: 0.2380 (0.2935) loss_cl: -0.2782 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [23:57:24.702842] Epoch: [211] [ 760/2904] eta: 0:27:27 lr: 0.002112 loss: 0.1859 (0.1965) loss_rec_all: 0.2124 (0.2223) loss_rec_sfr: 0.2729 (0.2937) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [23:57:39.620159] Epoch: [211] [ 780/2904] eta: 0:27:10 lr: 0.002112 loss: 0.1868 (0.1965) loss_rec_all: 0.2129 (0.2223) loss_rec_sfr: 0.2644 (0.2933) loss_cl: -0.2793 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [23:57:54.539687] Epoch: [211] [ 800/2904] eta: 0:26:54 lr: 0.002112 loss: 0.1895 (0.1965) loss_rec_all: 0.2155 (0.2223) loss_rec_sfr: 0.2681 (0.2929) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [23:58:09.460207] Epoch: [211] [ 820/2904] eta: 0:26:37 lr: 0.002112 loss: 0.1840 (0.1964) loss_rec_all: 0.2099 (0.2223) loss_rec_sfr: 0.2643 (0.2927) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [23:58:24.374879] Epoch: [211] [ 840/2904] eta: 0:26:21 lr: 0.002112 loss: 0.1860 (0.1965) loss_rec_all: 0.2121 (0.2223) loss_rec_sfr: 0.2748 (0.2929) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [23:58:39.296173] Epoch: [211] [ 860/2904] eta: 0:26:05 lr: 0.002112 loss: 0.1868 (0.1963) loss_rec_all: 0.2127 (0.2222) loss_rec_sfr: 0.2630 (0.2923) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [23:58:54.217734] Epoch: [211] [ 880/2904] eta: 0:25:48 lr: 0.002112 loss: 0.1848 (0.1962) loss_rec_all: 0.2107 (0.2221) loss_rec_sfr: 0.2599 (0.2918) loss_cl: -0.2784 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [23:59:09.134247] Epoch: [211] [ 900/2904] eta: 0:25:32 lr: 0.002111 loss: 0.1833 (0.1964) loss_rec_all: 0.2096 (0.2222) loss_rec_sfr: 0.2771 (0.2924) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [23:59:24.052758] Epoch: [211] [ 920/2904] eta: 0:25:16 lr: 0.002111 loss: 0.1827 (0.1963) loss_rec_all: 0.2093 (0.2221) loss_rec_sfr: 0.2581 (0.2921) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [23:59:38.970129] Epoch: [211] [ 940/2904] eta: 0:25:00 lr: 0.002111 loss: 0.1825 (0.1961) loss_rec_all: 0.2085 (0.2219) loss_rec_sfr: 0.2651 (0.2913) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [23:59:53.884402] Epoch: [211] [ 960/2904] eta: 0:24:44 lr: 0.002111 loss: 0.1822 (0.1960) loss_rec_all: 0.2082 (0.2219) loss_rec_sfr: 0.2753 (0.2913) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [00:00:08.800461] Epoch: [211] [ 980/2904] eta: 0:24:28 lr: 0.002111 loss: 0.1818 (0.1961) loss_rec_all: 0.2078 (0.2219) loss_rec_sfr: 0.2724 (0.2915) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [00:00:23.715879] Epoch: [211] [1000/2904] eta: 0:24:12 lr: 0.002111 loss: 0.1824 (0.1958) loss_rec_all: 0.2083 (0.2217) loss_rec_sfr: 0.2340 (0.2907) loss_cl: -0.2794 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [00:00:38.627492] Epoch: [211] [1020/2904] eta: 0:23:56 lr: 0.002111 loss: 0.1863 (0.1958) loss_rec_all: 0.2128 (0.2216) loss_rec_sfr: 0.2584 (0.2905) loss_cl: -0.2791 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [00:00:53.541268] Epoch: [211] [1040/2904] eta: 0:23:40 lr: 0.002111 loss: 0.1867 (0.1958) loss_rec_all: 0.2131 (0.2216) loss_rec_sfr: 0.2628 (0.2903) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [00:01:08.455369] Epoch: [211] [1060/2904] eta: 0:23:25 lr: 0.002111 loss: 0.1902 (0.1958) loss_rec_all: 0.2161 (0.2216) loss_rec_sfr: 0.2648 (0.2902) loss_cl: -0.2778 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [00:01:23.367590] Epoch: [211] [1080/2904] eta: 0:23:09 lr: 0.002111 loss: 0.1849 (0.1957) loss_rec_all: 0.2108 (0.2216) loss_rec_sfr: 0.2767 (0.2901) loss_cl: -0.2780 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [00:01:38.281311] Epoch: [211] [1100/2904] eta: 0:22:53 lr: 0.002111 loss: 0.1835 (0.1957) loss_rec_all: 0.2095 (0.2216) loss_rec_sfr: 0.2643 (0.2902) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [00:01:53.198770] Epoch: [211] [1120/2904] eta: 0:22:37 lr: 0.002111 loss: 0.1877 (0.1958) loss_rec_all: 0.2140 (0.2216) loss_rec_sfr: 0.2589 (0.2902) loss_cl: -0.2796 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [00:02:08.116848] Epoch: [211] [1140/2904] eta: 0:22:22 lr: 0.002111 loss: 0.1845 (0.1957) loss_rec_all: 0.2110 (0.2215) loss_rec_sfr: 0.2441 (0.2895) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [00:02:23.032060] Epoch: [211] [1160/2904] eta: 0:22:06 lr: 0.002111 loss: 0.1874 (0.1956) loss_rec_all: 0.2132 (0.2215) loss_rec_sfr: 0.2722 (0.2893) loss_cl: -0.2782 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [00:02:37.948161] Epoch: [211] [1180/2904] eta: 0:21:50 lr: 0.002111 loss: 0.1848 (0.1956) loss_rec_all: 0.2107 (0.2215) loss_rec_sfr: 0.2680 (0.2895) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [00:02:52.854852] Epoch: [211] [1200/2904] eta: 0:21:35 lr: 0.002111 loss: 0.1842 (0.1955) loss_rec_all: 0.2107 (0.2214) loss_rec_sfr: 0.2637 (0.2890) loss_cl: -0.2794 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [00:03:07.760860] Epoch: [211] [1220/2904] eta: 0:21:19 lr: 0.002111 loss: 0.1842 (0.1955) loss_rec_all: 0.2108 (0.2214) loss_rec_sfr: 0.2681 (0.2890) loss_cl: -0.2801 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [00:03:22.676381] Epoch: [211] [1240/2904] eta: 0:21:03 lr: 0.002111 loss: 0.1846 (0.1954) loss_rec_all: 0.2107 (0.2213) loss_rec_sfr: 0.2700 (0.2886) loss_cl: -0.2794 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [00:03:37.587366] Epoch: [211] [1260/2904] eta: 0:20:48 lr: 0.002111 loss: 0.1821 (0.1955) loss_rec_all: 0.2080 (0.2213) loss_rec_sfr: 0.2746 (0.2888) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [00:03:52.498113] Epoch: [211] [1280/2904] eta: 0:20:32 lr: 0.002111 loss: 0.1858 (0.1953) loss_rec_all: 0.2121 (0.2212) loss_rec_sfr: 0.2602 (0.2882) loss_cl: -0.2780 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [00:04:07.414142] Epoch: [211] [1300/2904] eta: 0:20:17 lr: 0.002111 loss: 0.1834 (0.1953) loss_rec_all: 0.2092 (0.2212) loss_rec_sfr: 0.2781 (0.2885) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [00:04:22.329603] Epoch: [211] [1320/2904] eta: 0:20:01 lr: 0.002111 loss: 0.1842 (0.1953) loss_rec_all: 0.2102 (0.2212) loss_rec_sfr: 0.2678 (0.2884) loss_cl: -0.2796 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [00:04:37.247268] Epoch: [211] [1340/2904] eta: 0:19:46 lr: 0.002111 loss: 0.1820 (0.1953) loss_rec_all: 0.2081 (0.2212) loss_rec_sfr: 0.2709 (0.2883) loss_cl: -0.2801 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [00:04:52.165262] Epoch: [211] [1360/2904] eta: 0:19:30 lr: 0.002111 loss: 0.1808 (0.1952) loss_rec_all: 0.2069 (0.2211) loss_rec_sfr: 0.2763 (0.2882) loss_cl: -0.2794 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [00:05:07.085542] Epoch: [211] [1380/2904] eta: 0:19:15 lr: 0.002111 loss: 0.1919 (0.1952) loss_rec_all: 0.2177 (0.2211) loss_rec_sfr: 0.2622 (0.2878) loss_cl: -0.2783 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [00:05:22.010737] Epoch: [211] [1400/2904] eta: 0:19:00 lr: 0.002111 loss: 0.1873 (0.1953) loss_rec_all: 0.2138 (0.2212) loss_rec_sfr: 0.2697 (0.2881) loss_cl: -0.2788 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [00:05:36.931721] Epoch: [211] [1420/2904] eta: 0:18:44 lr: 0.002111 loss: 0.1849 (0.1952) loss_rec_all: 0.2108 (0.2211) loss_rec_sfr: 0.2723 (0.2879) loss_cl: -0.2794 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [00:05:51.851668] Epoch: [211] [1440/2904] eta: 0:18:29 lr: 0.002111 loss: 0.1850 (0.1951) loss_rec_all: 0.2110 (0.2210) loss_rec_sfr: 0.2581 (0.2875) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [00:06:06.770950] Epoch: [211] [1460/2904] eta: 0:18:13 lr: 0.002111 loss: 0.1884 (0.1952) loss_rec_all: 0.2143 (0.2210) loss_rec_sfr: 0.2784 (0.2878) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [00:06:21.692981] Epoch: [211] [1480/2904] eta: 0:17:58 lr: 0.002111 loss: 0.1857 (0.1951) loss_rec_all: 0.2115 (0.2210) loss_rec_sfr: 0.2853 (0.2880) loss_cl: -0.2788 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [00:06:36.604751] Epoch: [211] [1500/2904] eta: 0:17:43 lr: 0.002111 loss: 0.1824 (0.1952) loss_rec_all: 0.2082 (0.2210) loss_rec_sfr: 0.2572 (0.2881) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [00:06:51.527113] Epoch: [211] [1520/2904] eta: 0:17:27 lr: 0.002111 loss: 0.1844 (0.1952) loss_rec_all: 0.2104 (0.2211) loss_rec_sfr: 0.2654 (0.2880) loss_cl: -0.2784 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [00:07:06.447375] Epoch: [211] [1540/2904] eta: 0:17:12 lr: 0.002111 loss: 0.1788 (0.1950) loss_rec_all: 0.2051 (0.2209) loss_rec_sfr: 0.2380 (0.2873) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [00:07:21.370841] Epoch: [211] [1560/2904] eta: 0:16:57 lr: 0.002111 loss: 0.1859 (0.1950) loss_rec_all: 0.2122 (0.2209) loss_rec_sfr: 0.2616 (0.2872) loss_cl: -0.2784 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [00:07:36.295437] Epoch: [211] [1580/2904] eta: 0:16:41 lr: 0.002111 loss: 0.1870 (0.1950) loss_rec_all: 0.2130 (0.2209) loss_rec_sfr: 0.2684 (0.2873) loss_cl: -0.2792 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [00:07:51.219062] Epoch: [211] [1600/2904] eta: 0:16:26 lr: 0.002111 loss: 0.1881 (0.1950) loss_rec_all: 0.2146 (0.2209) loss_rec_sfr: 0.2723 (0.2874) loss_cl: -0.2804 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [00:08:06.148469] Epoch: [211] [1620/2904] eta: 0:16:11 lr: 0.002111 loss: 0.1825 (0.1950) loss_rec_all: 0.2086 (0.2209) loss_rec_sfr: 0.2619 (0.2872) loss_cl: -0.2794 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [00:08:21.071806] Epoch: [211] [1640/2904] eta: 0:15:55 lr: 0.002111 loss: 0.1819 (0.1949) loss_rec_all: 0.2081 (0.2208) loss_rec_sfr: 0.2534 (0.2871) loss_cl: -0.2782 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [00:08:35.994030] Epoch: [211] [1660/2904] eta: 0:15:40 lr: 0.002111 loss: 0.1835 (0.1949) loss_rec_all: 0.2096 (0.2208) loss_rec_sfr: 0.2400 (0.2868) loss_cl: -0.2781 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [00:08:50.917309] Epoch: [211] [1680/2904] eta: 0:15:25 lr: 0.002111 loss: 0.1870 (0.1949) loss_rec_all: 0.2130 (0.2208) loss_rec_sfr: 0.2820 (0.2870) loss_cl: -0.2791 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [00:09:05.841190] Epoch: [211] [1700/2904] eta: 0:15:10 lr: 0.002111 loss: 0.1830 (0.1949) loss_rec_all: 0.2089 (0.2208) loss_rec_sfr: 0.2628 (0.2869) loss_cl: -0.2790 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [00:09:20.758995] Epoch: [211] [1720/2904] eta: 0:14:54 lr: 0.002111 loss: 0.1877 (0.1949) loss_rec_all: 0.2139 (0.2207) loss_rec_sfr: 0.2693 (0.2868) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [00:09:35.676698] Epoch: [211] [1740/2904] eta: 0:14:39 lr: 0.002111 loss: 0.1902 (0.1949) loss_rec_all: 0.2162 (0.2208) loss_rec_sfr: 0.2633 (0.2867) loss_cl: -0.2795 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [00:09:50.596550] Epoch: [211] [1760/2904] eta: 0:14:24 lr: 0.002111 loss: 0.1831 (0.1948) loss_rec_all: 0.2093 (0.2207) loss_rec_sfr: 0.2305 (0.2863) loss_cl: -0.2791 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [00:10:05.511374] Epoch: [211] [1780/2904] eta: 0:14:09 lr: 0.002111 loss: 0.1834 (0.1947) loss_rec_all: 0.2094 (0.2206) loss_rec_sfr: 0.2642 (0.2862) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [00:10:20.425172] Epoch: [211] [1800/2904] eta: 0:13:53 lr: 0.002110 loss: 0.1869 (0.1948) loss_rec_all: 0.2129 (0.2206) loss_rec_sfr: 0.2815 (0.2863) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [00:10:35.343960] Epoch: [211] [1820/2904] eta: 0:13:38 lr: 0.002110 loss: 0.1839 (0.1948) loss_rec_all: 0.2101 (0.2207) loss_rec_sfr: 0.2841 (0.2867) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [00:10:50.261423] Epoch: [211] [1840/2904] eta: 0:13:23 lr: 0.002110 loss: 0.1891 (0.1948) loss_rec_all: 0.2151 (0.2207) loss_rec_sfr: 0.2656 (0.2867) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [00:11:05.187167] Epoch: [211] [1860/2904] eta: 0:13:08 lr: 0.002110 loss: 0.1854 (0.1948) loss_rec_all: 0.2119 (0.2207) loss_rec_sfr: 0.2402 (0.2866) loss_cl: -0.2788 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [00:11:20.104200] Epoch: [211] [1880/2904] eta: 0:12:53 lr: 0.002110 loss: 0.1833 (0.1948) loss_rec_all: 0.2093 (0.2207) loss_rec_sfr: 0.2775 (0.2866) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [00:11:35.017608] Epoch: [211] [1900/2904] eta: 0:12:37 lr: 0.002110 loss: 0.1848 (0.1948) loss_rec_all: 0.2111 (0.2207) loss_rec_sfr: 0.2311 (0.2867) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [00:11:49.932797] Epoch: [211] [1920/2904] eta: 0:12:22 lr: 0.002110 loss: 0.1857 (0.1948) loss_rec_all: 0.2117 (0.2207) loss_rec_sfr: 0.2653 (0.2866) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [00:12:04.849887] Epoch: [211] [1940/2904] eta: 0:12:07 lr: 0.002110 loss: 0.1860 (0.1948) loss_rec_all: 0.2121 (0.2207) loss_rec_sfr: 0.2697 (0.2866) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [00:12:19.769527] Epoch: [211] [1960/2904] eta: 0:11:52 lr: 0.002110 loss: 0.1879 (0.1948) loss_rec_all: 0.2142 (0.2207) loss_rec_sfr: 0.2627 (0.2865) loss_cl: -0.2795 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [00:12:34.694338] Epoch: [211] [1980/2904] eta: 0:11:37 lr: 0.002110 loss: 0.1884 (0.1948) loss_rec_all: 0.2146 (0.2207) loss_rec_sfr: 0.2655 (0.2865) loss_cl: -0.2786 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [00:12:49.613367] Epoch: [211] [2000/2904] eta: 0:11:21 lr: 0.002110 loss: 0.1863 (0.1948) loss_rec_all: 0.2122 (0.2207) loss_rec_sfr: 0.2707 (0.2865) loss_cl: -0.2780 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [00:13:04.535061] Epoch: [211] [2020/2904] eta: 0:11:06 lr: 0.002110 loss: 0.1823 (0.1948) loss_rec_all: 0.2085 (0.2207) loss_rec_sfr: 0.2522 (0.2863) loss_cl: -0.2791 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [00:13:19.455498] Epoch: [211] [2040/2904] eta: 0:10:51 lr: 0.002110 loss: 0.1845 (0.1948) loss_rec_all: 0.2106 (0.2207) loss_rec_sfr: 0.2734 (0.2863) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [00:13:34.372850] Epoch: [211] [2060/2904] eta: 0:10:36 lr: 0.002110 loss: 0.1873 (0.1948) loss_rec_all: 0.2135 (0.2207) loss_rec_sfr: 0.2719 (0.2864) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [00:13:49.293856] Epoch: [211] [2080/2904] eta: 0:10:21 lr: 0.002110 loss: 0.1883 (0.1949) loss_rec_all: 0.2148 (0.2207) loss_rec_sfr: 0.2686 (0.2865) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [00:14:04.215558] Epoch: [211] [2100/2904] eta: 0:10:06 lr: 0.002110 loss: 0.1866 (0.1948) loss_rec_all: 0.2130 (0.2207) loss_rec_sfr: 0.2678 (0.2863) loss_cl: -0.2783 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [00:14:19.135989] Epoch: [211] [2120/2904] eta: 0:09:51 lr: 0.002110 loss: 0.1880 (0.1949) loss_rec_all: 0.2142 (0.2207) loss_rec_sfr: 0.2749 (0.2865) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [00:14:34.052450] Epoch: [211] [2140/2904] eta: 0:09:35 lr: 0.002110 loss: 0.1863 (0.1949) loss_rec_all: 0.2123 (0.2208) loss_rec_sfr: 0.2621 (0.2865) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [00:14:48.969590] Epoch: [211] [2160/2904] eta: 0:09:20 lr: 0.002110 loss: 0.1916 (0.1949) loss_rec_all: 0.2178 (0.2208) loss_rec_sfr: 0.2697 (0.2866) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [00:15:03.884688] Epoch: [211] [2180/2904] eta: 0:09:05 lr: 0.002110 loss: 0.1822 (0.1949) loss_rec_all: 0.2084 (0.2207) loss_rec_sfr: 0.2701 (0.2864) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [00:15:18.799694] Epoch: [211] [2200/2904] eta: 0:08:50 lr: 0.002110 loss: 0.1817 (0.1949) loss_rec_all: 0.2076 (0.2208) loss_rec_sfr: 0.2793 (0.2866) loss_cl: -0.2794 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [00:15:33.721475] Epoch: [211] [2220/2904] eta: 0:08:35 lr: 0.002110 loss: 0.1843 (0.1949) loss_rec_all: 0.2106 (0.2207) loss_rec_sfr: 0.2637 (0.2866) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [00:15:48.643076] Epoch: [211] [2240/2904] eta: 0:08:20 lr: 0.002110 loss: 0.1829 (0.1948) loss_rec_all: 0.2092 (0.2207) loss_rec_sfr: 0.2622 (0.2866) loss_cl: -0.2782 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [00:16:03.566948] Epoch: [211] [2260/2904] eta: 0:08:05 lr: 0.002110 loss: 0.1858 (0.1949) loss_rec_all: 0.2120 (0.2207) loss_rec_sfr: 0.2679 (0.2866) loss_cl: -0.2790 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [00:16:18.495675] Epoch: [211] [2280/2904] eta: 0:07:50 lr: 0.002110 loss: 0.1840 (0.1948) loss_rec_all: 0.2101 (0.2207) loss_rec_sfr: 0.2712 (0.2867) loss_cl: -0.2800 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [00:16:33.418518] Epoch: [211] [2300/2904] eta: 0:07:34 lr: 0.002110 loss: 0.1811 (0.1948) loss_rec_all: 0.2075 (0.2207) loss_rec_sfr: 0.2615 (0.2866) loss_cl: -0.2797 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [00:16:48.343990] Epoch: [211] [2320/2904] eta: 0:07:19 lr: 0.002110 loss: 0.1866 (0.1948) loss_rec_all: 0.2129 (0.2206) loss_rec_sfr: 0.2736 (0.2866) loss_cl: -0.2788 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [00:17:03.261688] Epoch: [211] [2340/2904] eta: 0:07:04 lr: 0.002110 loss: 0.1851 (0.1948) loss_rec_all: 0.2111 (0.2207) loss_rec_sfr: 0.2913 (0.2868) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [00:17:18.179707] Epoch: [211] [2360/2904] eta: 0:06:49 lr: 0.002110 loss: 0.1847 (0.1947) loss_rec_all: 0.2109 (0.2206) loss_rec_sfr: 0.2617 (0.2866) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [00:17:33.100724] Epoch: [211] [2380/2904] eta: 0:06:34 lr: 0.002110 loss: 0.1859 (0.1948) loss_rec_all: 0.2118 (0.2206) loss_rec_sfr: 0.2599 (0.2866) loss_cl: -0.2784 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [00:17:48.021443] Epoch: [211] [2400/2904] eta: 0:06:19 lr: 0.002110 loss: 0.1840 (0.1947) loss_rec_all: 0.2101 (0.2206) loss_rec_sfr: 0.2742 (0.2864) loss_cl: -0.2792 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [00:18:02.935658] Epoch: [211] [2420/2904] eta: 0:06:04 lr: 0.002110 loss: 0.1829 (0.1947) loss_rec_all: 0.2091 (0.2206) loss_rec_sfr: 0.2446 (0.2863) loss_cl: -0.2783 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [00:18:17.861192] Epoch: [211] [2440/2904] eta: 0:05:49 lr: 0.002110 loss: 0.1854 (0.1946) loss_rec_all: 0.2114 (0.2205) loss_rec_sfr: 0.2588 (0.2862) loss_cl: -0.2787 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [00:18:32.779230] Epoch: [211] [2460/2904] eta: 0:05:34 lr: 0.002110 loss: 0.1859 (0.1946) loss_rec_all: 0.2119 (0.2205) loss_rec_sfr: 0.2649 (0.2861) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [00:18:47.698317] Epoch: [211] [2480/2904] eta: 0:05:19 lr: 0.002110 loss: 0.1886 (0.1946) loss_rec_all: 0.2149 (0.2205) loss_rec_sfr: 0.2664 (0.2861) loss_cl: -0.2800 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [00:19:02.618223] Epoch: [211] [2500/2904] eta: 0:05:04 lr: 0.002110 loss: 0.1865 (0.1946) loss_rec_all: 0.2129 (0.2205) loss_rec_sfr: 0.2682 (0.2859) loss_cl: -0.2801 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [00:19:17.538145] Epoch: [211] [2520/2904] eta: 0:04:49 lr: 0.002110 loss: 0.1834 (0.1946) loss_rec_all: 0.2096 (0.2205) loss_rec_sfr: 0.2773 (0.2859) loss_cl: -0.2796 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [00:19:32.463228] Epoch: [211] [2540/2904] eta: 0:04:33 lr: 0.002110 loss: 0.1871 (0.1946) loss_rec_all: 0.2129 (0.2204) loss_rec_sfr: 0.2623 (0.2858) loss_cl: -0.2791 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [00:19:47.387948] Epoch: [211] [2560/2904] eta: 0:04:18 lr: 0.002110 loss: 0.1851 (0.1945) loss_rec_all: 0.2111 (0.2204) loss_rec_sfr: 0.2690 (0.2857) loss_cl: -0.2793 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [00:20:02.309819] Epoch: [211] [2580/2904] eta: 0:04:03 lr: 0.002110 loss: 0.1868 (0.1946) loss_rec_all: 0.2129 (0.2204) loss_rec_sfr: 0.2763 (0.2858) loss_cl: -0.2778 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [00:20:17.225412] Epoch: [211] [2600/2904] eta: 0:03:48 lr: 0.002110 loss: 0.1859 (0.1946) loss_rec_all: 0.2121 (0.2205) loss_rec_sfr: 0.2833 (0.2860) loss_cl: -0.2784 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [00:20:32.137211] Epoch: [211] [2620/2904] eta: 0:03:33 lr: 0.002110 loss: 0.1865 (0.1946) loss_rec_all: 0.2130 (0.2205) loss_rec_sfr: 0.2644 (0.2860) loss_cl: -0.2796 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [00:20:47.054817] Epoch: [211] [2640/2904] eta: 0:03:18 lr: 0.002110 loss: 0.1843 (0.1947) loss_rec_all: 0.2108 (0.2205) loss_rec_sfr: 0.2662 (0.2861) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [00:21:01.973621] Epoch: [211] [2660/2904] eta: 0:03:03 lr: 0.002110 loss: 0.1867 (0.1947) loss_rec_all: 0.2128 (0.2206) loss_rec_sfr: 0.2678 (0.2862) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [00:21:16.904684] Epoch: [211] [2680/2904] eta: 0:02:48 lr: 0.002110 loss: 0.1820 (0.1946) loss_rec_all: 0.2082 (0.2205) loss_rec_sfr: 0.2330 (0.2859) loss_cl: -0.2787 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [00:21:31.829792] Epoch: [211] [2700/2904] eta: 0:02:33 lr: 0.002109 loss: 0.1893 (0.1946) loss_rec_all: 0.2151 (0.2205) loss_rec_sfr: 0.2793 (0.2860) loss_cl: -0.2781 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [00:21:46.761436] Epoch: [211] [2720/2904] eta: 0:02:18 lr: 0.002109 loss: 0.1880 (0.1947) loss_rec_all: 0.2138 (0.2206) loss_rec_sfr: 0.2838 (0.2862) loss_cl: -0.2781 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [00:22:01.685060] Epoch: [211] [2740/2904] eta: 0:02:03 lr: 0.002109 loss: 0.1914 (0.1948) loss_rec_all: 0.2176 (0.2206) loss_rec_sfr: 0.2673 (0.2864) loss_cl: -0.2794 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [00:22:16.605586] Epoch: [211] [2760/2904] eta: 0:01:48 lr: 0.002109 loss: 0.1898 (0.1949) loss_rec_all: 0.2158 (0.2207) loss_rec_sfr: 0.2643 (0.2866) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [00:22:31.528206] Epoch: [211] [2780/2904] eta: 0:01:33 lr: 0.002109 loss: 0.1844 (0.1948) loss_rec_all: 0.2104 (0.2207) loss_rec_sfr: 0.2702 (0.2866) loss_cl: -0.2790 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [00:22:46.449947] Epoch: [211] [2800/2904] eta: 0:01:18 lr: 0.002109 loss: 0.1875 (0.1949) loss_rec_all: 0.2133 (0.2208) loss_rec_sfr: 0.2730 (0.2867) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [00:23:01.371469] Epoch: [211] [2820/2904] eta: 0:01:03 lr: 0.002109 loss: 0.1841 (0.1948) loss_rec_all: 0.2103 (0.2207) loss_rec_sfr: 0.2557 (0.2865) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [00:23:16.327300] Epoch: [211] [2840/2904] eta: 0:00:48 lr: 0.002109 loss: 0.1867 (0.1949) loss_rec_all: 0.2127 (0.2207) loss_rec_sfr: 0.2679 (0.2866) loss_cl: -0.2786 (-0.2788) time: 0.7478 data: 0.0024 max mem: 29860 [00:23:31.233073] Epoch: [211] [2860/2904] eta: 0:00:33 lr: 0.002109 loss: 0.1845 (0.1949) loss_rec_all: 0.2107 (0.2208) loss_rec_sfr: 0.2745 (0.2868) loss_cl: -0.2780 (-0.2788) time: 0.7452 data: 0.0001 max mem: 29860 [00:23:46.135857] Epoch: [211] [2880/2904] eta: 0:00:18 lr: 0.002109 loss: 0.1855 (0.1949) loss_rec_all: 0.2114 (0.2208) loss_rec_sfr: 0.2704 (0.2869) loss_cl: -0.2794 (-0.2788) time: 0.7451 data: 0.0001 max mem: 29860 [00:24:01.038999] Epoch: [211] [2900/2904] eta: 0:00:03 lr: 0.002109 loss: 0.1844 (0.1949) loss_rec_all: 0.2103 (0.2208) loss_rec_sfr: 0.2823 (0.2869) loss_cl: -0.2796 (-0.2788) time: 0.7451 data: 0.0001 max mem: 29860 [00:24:03.281060] Epoch: [211] [2903/2904] eta: 0:00:00 lr: 0.002109 loss: 0.1843 (0.1950) loss_rec_all: 0.2102 (0.2208) loss_rec_sfr: 0.2846 (0.2870) loss_cl: -0.2796 (-0.2788) time: 0.7451 data: 0.0001 max mem: 29860 [00:24:05.445053] Epoch: [211] Total time: 0:36:25 (0.7526 s / it) [00:24:05.445971] Averaged stats: lr: 0.002109 loss: 0.1843 (0.1975) loss_rec_all: 0.2102 (0.2210) loss_rec_sfr: 0.2846 (0.2874) loss_cl: -0.2796 (-0.2556) [00:24:05.459493] log_dir: ./checkpoint/VF2_ViT-B [00:24:20.488833] Epoch: [212] [ 0/2904] eta: 12:07:21 lr: 0.002109 loss: 0.1982 (0.1982) loss_rec_all: 0.2242 (0.2242) loss_rec_sfr: 0.2702 (0.2702) loss_cl: -0.2789 (-0.2789) time: 15.0280 data: 13.1421 max mem: 29860 [00:24:38.286141] Epoch: [212] [ 20/2904] eta: 1:15:07 lr: 0.002109 loss: 0.1838 (0.1925) loss_rec_all: 0.2100 (0.2184) loss_rec_sfr: 0.2765 (0.2797) loss_cl: -0.2787 (-0.2785) time: 0.8898 data: 0.0812 max mem: 29860 [00:24:53.160360] Epoch: [212] [ 40/2904] eta: 0:55:31 lr: 0.002109 loss: 0.1867 (0.1933) loss_rec_all: 0.2127 (0.2192) loss_rec_sfr: 0.2706 (0.2813) loss_cl: -0.2784 (-0.2784) time: 0.7437 data: 0.0002 max mem: 29860 [00:25:08.044015] Epoch: [212] [ 60/2904] eta: 0:48:37 lr: 0.002109 loss: 0.1846 (0.1931) loss_rec_all: 0.2107 (0.2190) loss_rec_sfr: 0.2734 (0.2824) loss_cl: -0.2783 (-0.2784) time: 0.7441 data: 0.0002 max mem: 29860 [00:25:22.928877] Epoch: [212] [ 80/2904] eta: 0:45:00 lr: 0.002109 loss: 0.1816 (0.1929) loss_rec_all: 0.2082 (0.2188) loss_rec_sfr: 0.2699 (0.2813) loss_cl: -0.2794 (-0.2787) time: 0.7442 data: 0.0002 max mem: 29860 [00:25:37.837014] Epoch: [212] [ 100/2904] eta: 0:42:44 lr: 0.002109 loss: 0.1843 (0.1938) loss_rec_all: 0.2104 (0.2197) loss_rec_sfr: 0.2757 (0.2851) loss_cl: -0.2796 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [00:25:52.772606] Epoch: [212] [ 120/2904] eta: 0:41:08 lr: 0.002109 loss: 0.1811 (0.1942) loss_rec_all: 0.2074 (0.2201) loss_rec_sfr: 0.2519 (0.2859) loss_cl: -0.2791 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [00:26:07.689357] Epoch: [212] [ 140/2904] eta: 0:39:55 lr: 0.002109 loss: 0.1875 (0.1944) loss_rec_all: 0.2136 (0.2203) loss_rec_sfr: 0.2603 (0.2870) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [00:26:22.759269] Epoch: [212] [ 160/2904] eta: 0:38:59 lr: 0.002109 loss: 0.1856 (0.1947) loss_rec_all: 0.2115 (0.2206) loss_rec_sfr: 0.2825 (0.2887) loss_cl: -0.2785 (-0.2788) time: 0.7534 data: 0.0002 max mem: 29860 [00:26:37.682923] Epoch: [212] [ 180/2904] eta: 0:38:10 lr: 0.002109 loss: 0.1829 (0.1952) loss_rec_all: 0.2093 (0.2211) loss_rec_sfr: 0.2677 (0.2897) loss_cl: -0.2786 (-0.2788) time: 0.7461 data: 0.0005 max mem: 29860 [00:26:52.600285] Epoch: [212] [ 200/2904] eta: 0:37:28 lr: 0.002109 loss: 0.1874 (0.1960) loss_rec_all: 0.2133 (0.2219) loss_rec_sfr: 0.2765 (0.2927) loss_cl: -0.2786 (-0.2787) time: 0.7458 data: 0.0005 max mem: 29860 [00:27:07.520487] Epoch: [212] [ 220/2904] eta: 0:36:50 lr: 0.002109 loss: 0.1860 (0.1962) loss_rec_all: 0.2119 (0.2220) loss_rec_sfr: 0.2667 (0.2929) loss_cl: -0.2787 (-0.2787) time: 0.7459 data: 0.0004 max mem: 29860 [00:27:22.446913] Epoch: [212] [ 240/2904] eta: 0:36:17 lr: 0.002109 loss: 0.1860 (0.1958) loss_rec_all: 0.2122 (0.2216) loss_rec_sfr: 0.2769 (0.2923) loss_cl: -0.2792 (-0.2787) time: 0.7463 data: 0.0003 max mem: 29860 [00:27:37.368294] Epoch: [212] [ 260/2904] eta: 0:35:46 lr: 0.002109 loss: 0.1872 (0.1957) loss_rec_all: 0.2133 (0.2215) loss_rec_sfr: 0.2790 (0.2921) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0004 max mem: 29860 [00:27:52.288192] Epoch: [212] [ 280/2904] eta: 0:35:17 lr: 0.002109 loss: 0.1851 (0.1956) loss_rec_all: 0.2109 (0.2215) loss_rec_sfr: 0.2806 (0.2926) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [00:28:07.238710] Epoch: [212] [ 300/2904] eta: 0:34:51 lr: 0.002109 loss: 0.1910 (0.1958) loss_rec_all: 0.2170 (0.2217) loss_rec_sfr: 0.2647 (0.2920) loss_cl: -0.2781 (-0.2787) time: 0.7475 data: 0.0003 max mem: 29860 [00:28:22.160370] Epoch: [212] [ 320/2904] eta: 0:34:26 lr: 0.002109 loss: 0.1864 (0.1963) loss_rec_all: 0.2124 (0.2221) loss_rec_sfr: 0.2766 (0.2938) loss_cl: -0.2791 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [00:28:37.125338] Epoch: [212] [ 340/2904] eta: 0:34:02 lr: 0.002109 loss: 0.1854 (0.1964) loss_rec_all: 0.2115 (0.2222) loss_rec_sfr: 0.2813 (0.2949) loss_cl: -0.2789 (-0.2788) time: 0.7482 data: 0.0003 max mem: 29860 [00:28:52.048470] Epoch: [212] [ 360/2904] eta: 0:33:39 lr: 0.002109 loss: 0.1845 (0.1966) loss_rec_all: 0.2108 (0.2224) loss_rec_sfr: 0.2787 (0.2954) loss_cl: -0.2780 (-0.2787) time: 0.7461 data: 0.0003 max mem: 29860 [00:29:06.971553] Epoch: [212] [ 380/2904] eta: 0:33:17 lr: 0.002109 loss: 0.1861 (0.1969) loss_rec_all: 0.2122 (0.2227) loss_rec_sfr: 0.2771 (0.2969) loss_cl: -0.2799 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [00:29:21.887569] Epoch: [212] [ 400/2904] eta: 0:32:55 lr: 0.002109 loss: 0.1832 (0.1969) loss_rec_all: 0.2092 (0.2227) loss_rec_sfr: 0.2672 (0.2969) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [00:29:36.805210] Epoch: [212] [ 420/2904] eta: 0:32:34 lr: 0.002109 loss: 0.1844 (0.1969) loss_rec_all: 0.2109 (0.2228) loss_rec_sfr: 0.2596 (0.2963) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [00:29:51.721845] Epoch: [212] [ 440/2904] eta: 0:32:14 lr: 0.002109 loss: 0.1862 (0.1966) loss_rec_all: 0.2120 (0.2224) loss_rec_sfr: 0.2678 (0.2949) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [00:30:06.635483] Epoch: [212] [ 460/2904] eta: 0:31:54 lr: 0.002109 loss: 0.1828 (0.1964) loss_rec_all: 0.2092 (0.2222) loss_rec_sfr: 0.2717 (0.2941) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [00:30:21.542081] Epoch: [212] [ 480/2904] eta: 0:31:35 lr: 0.002109 loss: 0.1803 (0.1965) loss_rec_all: 0.2064 (0.2223) loss_rec_sfr: 0.2638 (0.2944) loss_cl: -0.2779 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [00:30:36.453110] Epoch: [212] [ 500/2904] eta: 0:31:16 lr: 0.002109 loss: 0.1809 (0.1960) loss_rec_all: 0.2073 (0.2219) loss_rec_sfr: 0.2714 (0.2933) loss_cl: -0.2781 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [00:30:51.357045] Epoch: [212] [ 520/2904] eta: 0:30:57 lr: 0.002109 loss: 0.1845 (0.1959) loss_rec_all: 0.2104 (0.2217) loss_rec_sfr: 0.2752 (0.2933) loss_cl: -0.2795 (-0.2787) time: 0.7451 data: 0.0002 max mem: 29860 [00:31:06.269326] Epoch: [212] [ 540/2904] eta: 0:30:38 lr: 0.002109 loss: 0.1859 (0.1958) loss_rec_all: 0.2119 (0.2217) loss_rec_sfr: 0.2739 (0.2932) loss_cl: -0.2793 (-0.2787) time: 0.7456 data: 0.0003 max mem: 29860 [00:31:21.178814] Epoch: [212] [ 560/2904] eta: 0:30:20 lr: 0.002109 loss: 0.1884 (0.1961) loss_rec_all: 0.2146 (0.2219) loss_rec_sfr: 0.2634 (0.2936) loss_cl: -0.2787 (-0.2787) time: 0.7454 data: 0.0003 max mem: 29860 [00:31:36.090545] Epoch: [212] [ 580/2904] eta: 0:30:02 lr: 0.002109 loss: 0.1859 (0.1960) loss_rec_all: 0.2122 (0.2219) loss_rec_sfr: 0.2674 (0.2932) loss_cl: -0.2786 (-0.2787) time: 0.7455 data: 0.0003 max mem: 29860 [00:31:51.001654] Epoch: [212] [ 600/2904] eta: 0:29:44 lr: 0.002109 loss: 0.1825 (0.1960) loss_rec_all: 0.2086 (0.2218) loss_rec_sfr: 0.2731 (0.2930) loss_cl: -0.2790 (-0.2787) time: 0.7455 data: 0.0003 max mem: 29860 [00:32:05.915937] Epoch: [212] [ 620/2904] eta: 0:29:26 lr: 0.002109 loss: 0.1845 (0.1959) loss_rec_all: 0.2104 (0.2218) loss_rec_sfr: 0.2373 (0.2925) loss_cl: -0.2800 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [00:32:20.828369] Epoch: [212] [ 640/2904] eta: 0:29:09 lr: 0.002109 loss: 0.1852 (0.1958) loss_rec_all: 0.2111 (0.2216) loss_rec_sfr: 0.2676 (0.2920) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [00:32:35.750527] Epoch: [212] [ 660/2904] eta: 0:28:52 lr: 0.002109 loss: 0.1840 (0.1957) loss_rec_all: 0.2099 (0.2215) loss_rec_sfr: 0.2722 (0.2916) loss_cl: -0.2779 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [00:32:50.665801] Epoch: [212] [ 680/2904] eta: 0:28:35 lr: 0.002108 loss: 0.1887 (0.1958) loss_rec_all: 0.2147 (0.2216) loss_rec_sfr: 0.2760 (0.2919) loss_cl: -0.2782 (-0.2787) time: 0.7457 data: 0.0003 max mem: 29860 [00:33:05.576228] Epoch: [212] [ 700/2904] eta: 0:28:18 lr: 0.002108 loss: 0.1876 (0.1960) loss_rec_all: 0.2135 (0.2219) loss_rec_sfr: 0.2769 (0.2925) loss_cl: -0.2789 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [00:33:20.488927] Epoch: [212] [ 720/2904] eta: 0:28:01 lr: 0.002108 loss: 0.1836 (0.1960) loss_rec_all: 0.2096 (0.2218) loss_rec_sfr: 0.2774 (0.2924) loss_cl: -0.2795 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [00:33:35.401300] Epoch: [212] [ 740/2904] eta: 0:27:44 lr: 0.002108 loss: 0.1828 (0.1960) loss_rec_all: 0.2086 (0.2219) loss_rec_sfr: 0.2773 (0.2929) loss_cl: -0.2791 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [00:33:50.314960] Epoch: [212] [ 760/2904] eta: 0:27:27 lr: 0.002108 loss: 0.1870 (0.1961) loss_rec_all: 0.2128 (0.2219) loss_rec_sfr: 0.2553 (0.2925) loss_cl: -0.2783 (-0.2787) time: 0.7456 data: 0.0003 max mem: 29860 [00:34:05.233569] Epoch: [212] [ 780/2904] eta: 0:27:11 lr: 0.002108 loss: 0.1842 (0.1960) loss_rec_all: 0.2102 (0.2218) loss_rec_sfr: 0.2583 (0.2923) loss_cl: -0.2787 (-0.2787) time: 0.7459 data: 0.0004 max mem: 29860 [00:34:20.148086] Epoch: [212] [ 800/2904] eta: 0:26:54 lr: 0.002108 loss: 0.1869 (0.1961) loss_rec_all: 0.2130 (0.2219) loss_rec_sfr: 0.2845 (0.2925) loss_cl: -0.2795 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [00:34:35.078856] Epoch: [212] [ 820/2904] eta: 0:26:38 lr: 0.002108 loss: 0.1849 (0.1961) loss_rec_all: 0.2108 (0.2219) loss_rec_sfr: 0.2740 (0.2927) loss_cl: -0.2793 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [00:34:50.003058] Epoch: [212] [ 840/2904] eta: 0:26:21 lr: 0.002108 loss: 0.1834 (0.1959) loss_rec_all: 0.2092 (0.2217) loss_rec_sfr: 0.2640 (0.2920) loss_cl: -0.2785 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [00:35:04.915206] Epoch: [212] [ 860/2904] eta: 0:26:05 lr: 0.002108 loss: 0.1827 (0.1957) loss_rec_all: 0.2087 (0.2216) loss_rec_sfr: 0.2614 (0.2915) loss_cl: -0.2793 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [00:35:19.834085] Epoch: [212] [ 880/2904] eta: 0:25:49 lr: 0.002108 loss: 0.1849 (0.1956) loss_rec_all: 0.2109 (0.2215) loss_rec_sfr: 0.2701 (0.2911) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [00:35:34.753398] Epoch: [212] [ 900/2904] eta: 0:25:33 lr: 0.002108 loss: 0.1823 (0.1955) loss_rec_all: 0.2083 (0.2214) loss_rec_sfr: 0.2660 (0.2909) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [00:35:49.670271] Epoch: [212] [ 920/2904] eta: 0:25:16 lr: 0.002108 loss: 0.1823 (0.1955) loss_rec_all: 0.2082 (0.2213) loss_rec_sfr: 0.2678 (0.2907) loss_cl: -0.2796 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [00:36:04.596723] Epoch: [212] [ 940/2904] eta: 0:25:00 lr: 0.002108 loss: 0.1858 (0.1955) loss_rec_all: 0.2119 (0.2214) loss_rec_sfr: 0.2657 (0.2907) loss_cl: -0.2789 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [00:36:19.507575] Epoch: [212] [ 960/2904] eta: 0:24:44 lr: 0.002108 loss: 0.1852 (0.1955) loss_rec_all: 0.2111 (0.2214) loss_rec_sfr: 0.2696 (0.2907) loss_cl: -0.2784 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [00:36:34.418159] Epoch: [212] [ 980/2904] eta: 0:24:28 lr: 0.002108 loss: 0.1860 (0.1955) loss_rec_all: 0.2120 (0.2214) loss_rec_sfr: 0.2679 (0.2907) loss_cl: -0.2780 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [00:36:49.328678] Epoch: [212] [1000/2904] eta: 0:24:12 lr: 0.002108 loss: 0.1845 (0.1954) loss_rec_all: 0.2103 (0.2213) loss_rec_sfr: 0.2632 (0.2902) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [00:37:04.240639] Epoch: [212] [1020/2904] eta: 0:23:56 lr: 0.002108 loss: 0.1886 (0.1954) loss_rec_all: 0.2144 (0.2213) loss_rec_sfr: 0.2750 (0.2902) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [00:37:19.153763] Epoch: [212] [1040/2904] eta: 0:23:41 lr: 0.002108 loss: 0.1816 (0.1952) loss_rec_all: 0.2079 (0.2211) loss_rec_sfr: 0.2565 (0.2895) loss_cl: -0.2793 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [00:37:34.064939] Epoch: [212] [1060/2904] eta: 0:23:25 lr: 0.002108 loss: 0.1844 (0.1951) loss_rec_all: 0.2106 (0.2210) loss_rec_sfr: 0.2599 (0.2890) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0004 max mem: 29860 [00:37:48.976142] Epoch: [212] [1080/2904] eta: 0:23:09 lr: 0.002108 loss: 0.1827 (0.1951) loss_rec_all: 0.2089 (0.2209) loss_rec_sfr: 0.2633 (0.2889) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0005 max mem: 29860 [00:38:03.892512] Epoch: [212] [1100/2904] eta: 0:22:53 lr: 0.002108 loss: 0.1845 (0.1951) loss_rec_all: 0.2106 (0.2209) loss_rec_sfr: 0.2717 (0.2890) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0004 max mem: 29860 [00:38:18.808534] Epoch: [212] [1120/2904] eta: 0:22:37 lr: 0.002108 loss: 0.1887 (0.1952) loss_rec_all: 0.2146 (0.2210) loss_rec_sfr: 0.2679 (0.2891) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [00:38:33.722807] Epoch: [212] [1140/2904] eta: 0:22:22 lr: 0.002108 loss: 0.1873 (0.1952) loss_rec_all: 0.2132 (0.2210) loss_rec_sfr: 0.2701 (0.2891) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [00:38:48.635527] Epoch: [212] [1160/2904] eta: 0:22:06 lr: 0.002108 loss: 0.1845 (0.1952) loss_rec_all: 0.2102 (0.2210) loss_rec_sfr: 0.2759 (0.2893) loss_cl: -0.2783 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [00:39:03.545493] Epoch: [212] [1180/2904] eta: 0:21:50 lr: 0.002108 loss: 0.1837 (0.1953) loss_rec_all: 0.2096 (0.2211) loss_rec_sfr: 0.2770 (0.2897) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [00:39:18.461533] Epoch: [212] [1200/2904] eta: 0:21:35 lr: 0.002108 loss: 0.1822 (0.1952) loss_rec_all: 0.2081 (0.2211) loss_rec_sfr: 0.2582 (0.2895) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [00:39:33.373960] Epoch: [212] [1220/2904] eta: 0:21:19 lr: 0.002108 loss: 0.1877 (0.1953) loss_rec_all: 0.2140 (0.2211) loss_rec_sfr: 0.2771 (0.2896) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [00:39:48.292727] Epoch: [212] [1240/2904] eta: 0:21:04 lr: 0.002108 loss: 0.1844 (0.1952) loss_rec_all: 0.2105 (0.2210) loss_rec_sfr: 0.2680 (0.2895) loss_cl: -0.2796 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [00:40:03.209606] Epoch: [212] [1260/2904] eta: 0:20:48 lr: 0.002108 loss: 0.1820 (0.1951) loss_rec_all: 0.2081 (0.2209) loss_rec_sfr: 0.2657 (0.2891) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [00:40:18.128965] Epoch: [212] [1280/2904] eta: 0:20:33 lr: 0.002108 loss: 0.1870 (0.1952) loss_rec_all: 0.2132 (0.2210) loss_rec_sfr: 0.2685 (0.2894) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [00:40:33.041546] Epoch: [212] [1300/2904] eta: 0:20:17 lr: 0.002108 loss: 0.1888 (0.1953) loss_rec_all: 0.2147 (0.2212) loss_rec_sfr: 0.2786 (0.2899) loss_cl: -0.2781 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [00:40:47.955310] Epoch: [212] [1320/2904] eta: 0:20:02 lr: 0.002108 loss: 0.1833 (0.1954) loss_rec_all: 0.2093 (0.2212) loss_rec_sfr: 0.2761 (0.2902) loss_cl: -0.2794 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [00:41:02.871104] Epoch: [212] [1340/2904] eta: 0:19:46 lr: 0.002108 loss: 0.1906 (0.1954) loss_rec_all: 0.2166 (0.2213) loss_rec_sfr: 0.2658 (0.2902) loss_cl: -0.2793 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [00:41:17.782915] Epoch: [212] [1360/2904] eta: 0:19:31 lr: 0.002108 loss: 0.1866 (0.1954) loss_rec_all: 0.2131 (0.2212) loss_rec_sfr: 0.2608 (0.2899) loss_cl: -0.2791 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [00:41:32.700117] Epoch: [212] [1380/2904] eta: 0:19:15 lr: 0.002108 loss: 0.1836 (0.1954) loss_rec_all: 0.2095 (0.2213) loss_rec_sfr: 0.2744 (0.2900) loss_cl: -0.2782 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [00:41:47.616055] Epoch: [212] [1400/2904] eta: 0:19:00 lr: 0.002108 loss: 0.1873 (0.1955) loss_rec_all: 0.2134 (0.2214) loss_rec_sfr: 0.2844 (0.2904) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [00:42:02.535025] Epoch: [212] [1420/2904] eta: 0:18:44 lr: 0.002108 loss: 0.1907 (0.1955) loss_rec_all: 0.2164 (0.2214) loss_rec_sfr: 0.2615 (0.2902) loss_cl: -0.2797 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [00:42:17.453966] Epoch: [212] [1440/2904] eta: 0:18:29 lr: 0.002108 loss: 0.1817 (0.1954) loss_rec_all: 0.2080 (0.2213) loss_rec_sfr: 0.2729 (0.2900) loss_cl: -0.2794 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [00:42:32.372510] Epoch: [212] [1460/2904] eta: 0:18:13 lr: 0.002108 loss: 0.1828 (0.1953) loss_rec_all: 0.2090 (0.2212) loss_rec_sfr: 0.2614 (0.2896) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [00:42:47.288876] Epoch: [212] [1480/2904] eta: 0:17:58 lr: 0.002108 loss: 0.1832 (0.1953) loss_rec_all: 0.2091 (0.2211) loss_rec_sfr: 0.2302 (0.2894) loss_cl: -0.2782 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [00:43:02.205990] Epoch: [212] [1500/2904] eta: 0:17:43 lr: 0.002108 loss: 0.1846 (0.1953) loss_rec_all: 0.2108 (0.2212) loss_rec_sfr: 0.2704 (0.2894) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [00:43:17.120672] Epoch: [212] [1520/2904] eta: 0:17:27 lr: 0.002108 loss: 0.1915 (0.1954) loss_rec_all: 0.2175 (0.2212) loss_rec_sfr: 0.2793 (0.2897) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [00:43:32.041330] Epoch: [212] [1540/2904] eta: 0:17:12 lr: 0.002108 loss: 0.1865 (0.1954) loss_rec_all: 0.2124 (0.2212) loss_rec_sfr: 0.2854 (0.2898) loss_cl: -0.2791 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [00:43:46.954479] Epoch: [212] [1560/2904] eta: 0:16:57 lr: 0.002108 loss: 0.1820 (0.1953) loss_rec_all: 0.2081 (0.2212) loss_rec_sfr: 0.2660 (0.2897) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [00:44:01.868869] Epoch: [212] [1580/2904] eta: 0:16:41 lr: 0.002107 loss: 0.1885 (0.1954) loss_rec_all: 0.2143 (0.2212) loss_rec_sfr: 0.2735 (0.2898) loss_cl: -0.2784 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [00:44:16.785154] Epoch: [212] [1600/2904] eta: 0:16:26 lr: 0.002107 loss: 0.1830 (0.1953) loss_rec_all: 0.2095 (0.2212) loss_rec_sfr: 0.2328 (0.2894) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [00:44:31.705883] Epoch: [212] [1620/2904] eta: 0:16:11 lr: 0.002107 loss: 0.1862 (0.1954) loss_rec_all: 0.2122 (0.2213) loss_rec_sfr: 0.2768 (0.2898) loss_cl: -0.2798 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [00:44:46.619304] Epoch: [212] [1640/2904] eta: 0:15:55 lr: 0.002107 loss: 0.1846 (0.1954) loss_rec_all: 0.2111 (0.2213) loss_rec_sfr: 0.2628 (0.2897) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [00:45:01.535106] Epoch: [212] [1660/2904] eta: 0:15:40 lr: 0.002107 loss: 0.1865 (0.1955) loss_rec_all: 0.2124 (0.2214) loss_rec_sfr: 0.2670 (0.2898) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [00:45:16.450743] Epoch: [212] [1680/2904] eta: 0:15:25 lr: 0.002107 loss: 0.1868 (0.1955) loss_rec_all: 0.2127 (0.2214) loss_rec_sfr: 0.2808 (0.2899) loss_cl: -0.2784 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [00:45:31.370559] Epoch: [212] [1700/2904] eta: 0:15:10 lr: 0.002107 loss: 0.1817 (0.1955) loss_rec_all: 0.2078 (0.2214) loss_rec_sfr: 0.2363 (0.2897) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [00:45:46.293155] Epoch: [212] [1720/2904] eta: 0:14:54 lr: 0.002107 loss: 0.1872 (0.1955) loss_rec_all: 0.2136 (0.2214) loss_rec_sfr: 0.2660 (0.2897) loss_cl: -0.2784 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [00:46:01.226755] Epoch: [212] [1740/2904] eta: 0:14:39 lr: 0.002107 loss: 0.1859 (0.1956) loss_rec_all: 0.2117 (0.2214) loss_rec_sfr: 0.2656 (0.2897) loss_cl: -0.2788 (-0.2788) time: 0.7466 data: 0.0003 max mem: 29860 [00:46:16.158491] Epoch: [212] [1760/2904] eta: 0:14:24 lr: 0.002107 loss: 0.1910 (0.1957) loss_rec_all: 0.2170 (0.2216) loss_rec_sfr: 0.2877 (0.2903) loss_cl: -0.2794 (-0.2788) time: 0.7465 data: 0.0003 max mem: 29860 [00:46:31.084452] Epoch: [212] [1780/2904] eta: 0:14:09 lr: 0.002107 loss: 0.1817 (0.1957) loss_rec_all: 0.2075 (0.2215) loss_rec_sfr: 0.2635 (0.2901) loss_cl: -0.2784 (-0.2788) time: 0.7463 data: 0.0003 max mem: 29860 [00:46:46.023278] Epoch: [212] [1800/2904] eta: 0:13:53 lr: 0.002107 loss: 0.1803 (0.1956) loss_rec_all: 0.2069 (0.2214) loss_rec_sfr: 0.2695 (0.2898) loss_cl: -0.2790 (-0.2788) time: 0.7469 data: 0.0003 max mem: 29860 [00:47:00.950123] Epoch: [212] [1820/2904] eta: 0:13:38 lr: 0.002107 loss: 0.1933 (0.1957) loss_rec_all: 0.2196 (0.2215) loss_rec_sfr: 0.2605 (0.2899) loss_cl: -0.2791 (-0.2788) time: 0.7463 data: 0.0003 max mem: 29860 [00:47:15.868829] Epoch: [212] [1840/2904] eta: 0:13:23 lr: 0.002107 loss: 0.1811 (0.1956) loss_rec_all: 0.2070 (0.2215) loss_rec_sfr: 0.2574 (0.2897) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [00:47:30.785189] Epoch: [212] [1860/2904] eta: 0:13:08 lr: 0.002107 loss: 0.1848 (0.1956) loss_rec_all: 0.2109 (0.2215) loss_rec_sfr: 0.2606 (0.2896) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [00:47:45.697324] Epoch: [212] [1880/2904] eta: 0:12:53 lr: 0.002107 loss: 0.1877 (0.1957) loss_rec_all: 0.2136 (0.2215) loss_rec_sfr: 0.2750 (0.2899) loss_cl: -0.2798 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [00:48:00.609221] Epoch: [212] [1900/2904] eta: 0:12:37 lr: 0.002107 loss: 0.1799 (0.1956) loss_rec_all: 0.2060 (0.2214) loss_rec_sfr: 0.2619 (0.2896) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [00:48:15.523967] Epoch: [212] [1920/2904] eta: 0:12:22 lr: 0.002107 loss: 0.1923 (0.1956) loss_rec_all: 0.2183 (0.2215) loss_rec_sfr: 0.2669 (0.2897) loss_cl: -0.2780 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [00:48:30.439734] Epoch: [212] [1940/2904] eta: 0:12:07 lr: 0.002107 loss: 0.1883 (0.1957) loss_rec_all: 0.2142 (0.2215) loss_rec_sfr: 0.2798 (0.2899) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [00:48:45.362116] Epoch: [212] [1960/2904] eta: 0:11:52 lr: 0.002107 loss: 0.1821 (0.1956) loss_rec_all: 0.2086 (0.2215) loss_rec_sfr: 0.2612 (0.2897) loss_cl: -0.2788 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [00:49:00.285387] Epoch: [212] [1980/2904] eta: 0:11:37 lr: 0.002107 loss: 0.1849 (0.1956) loss_rec_all: 0.2109 (0.2215) loss_rec_sfr: 0.2681 (0.2896) loss_cl: -0.2788 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [00:49:15.202588] Epoch: [212] [2000/2904] eta: 0:11:22 lr: 0.002107 loss: 0.1856 (0.1956) loss_rec_all: 0.2117 (0.2214) loss_rec_sfr: 0.2327 (0.2893) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [00:49:30.120660] Epoch: [212] [2020/2904] eta: 0:11:06 lr: 0.002107 loss: 0.1929 (0.1956) loss_rec_all: 0.2190 (0.2215) loss_rec_sfr: 0.2648 (0.2894) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [00:49:45.033281] Epoch: [212] [2040/2904] eta: 0:10:51 lr: 0.002107 loss: 0.1836 (0.1956) loss_rec_all: 0.2096 (0.2214) loss_rec_sfr: 0.2788 (0.2894) loss_cl: -0.2783 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [00:49:59.945201] Epoch: [212] [2060/2904] eta: 0:10:36 lr: 0.002107 loss: 0.1836 (0.1955) loss_rec_all: 0.2095 (0.2214) loss_rec_sfr: 0.2542 (0.2893) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [00:50:14.860770] Epoch: [212] [2080/2904] eta: 0:10:21 lr: 0.002107 loss: 0.1839 (0.1956) loss_rec_all: 0.2104 (0.2214) loss_rec_sfr: 0.2771 (0.2894) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [00:50:29.778716] Epoch: [212] [2100/2904] eta: 0:10:06 lr: 0.002107 loss: 0.1874 (0.1957) loss_rec_all: 0.2134 (0.2215) loss_rec_sfr: 0.2799 (0.2897) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [00:50:44.693054] Epoch: [212] [2120/2904] eta: 0:09:51 lr: 0.002107 loss: 0.1844 (0.1957) loss_rec_all: 0.2104 (0.2215) loss_rec_sfr: 0.2770 (0.2897) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [00:50:59.608775] Epoch: [212] [2140/2904] eta: 0:09:35 lr: 0.002107 loss: 0.1848 (0.1957) loss_rec_all: 0.2110 (0.2216) loss_rec_sfr: 0.2759 (0.2900) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [00:51:14.528875] Epoch: [212] [2160/2904] eta: 0:09:20 lr: 0.002107 loss: 0.1852 (0.1957) loss_rec_all: 0.2112 (0.2216) loss_rec_sfr: 0.2712 (0.2900) loss_cl: -0.2792 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [00:51:29.445772] Epoch: [212] [2180/2904] eta: 0:09:05 lr: 0.002107 loss: 0.1816 (0.1957) loss_rec_all: 0.2077 (0.2215) loss_rec_sfr: 0.2727 (0.2899) loss_cl: -0.2793 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [00:51:44.364057] Epoch: [212] [2200/2904] eta: 0:08:50 lr: 0.002107 loss: 0.1847 (0.1957) loss_rec_all: 0.2105 (0.2215) loss_rec_sfr: 0.2797 (0.2901) loss_cl: -0.2777 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [00:51:59.271706] Epoch: [212] [2220/2904] eta: 0:08:35 lr: 0.002107 loss: 0.1897 (0.1957) loss_rec_all: 0.2156 (0.2215) loss_rec_sfr: 0.2710 (0.2900) loss_cl: -0.2786 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [00:52:14.184190] Epoch: [212] [2240/2904] eta: 0:08:20 lr: 0.002107 loss: 0.1836 (0.1957) loss_rec_all: 0.2097 (0.2215) loss_rec_sfr: 0.2681 (0.2899) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [00:52:29.096138] Epoch: [212] [2260/2904] eta: 0:08:05 lr: 0.002107 loss: 0.1845 (0.1956) loss_rec_all: 0.2108 (0.2215) loss_rec_sfr: 0.2698 (0.2898) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [00:52:44.003931] Epoch: [212] [2280/2904] eta: 0:07:50 lr: 0.002107 loss: 0.1848 (0.1956) loss_rec_all: 0.2109 (0.2215) loss_rec_sfr: 0.2640 (0.2899) loss_cl: -0.2785 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [00:52:58.913446] Epoch: [212] [2300/2904] eta: 0:07:34 lr: 0.002107 loss: 0.1866 (0.1956) loss_rec_all: 0.2129 (0.2214) loss_rec_sfr: 0.2670 (0.2899) loss_cl: -0.2799 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [00:53:13.822322] Epoch: [212] [2320/2904] eta: 0:07:19 lr: 0.002107 loss: 0.1831 (0.1955) loss_rec_all: 0.2094 (0.2214) loss_rec_sfr: 0.2636 (0.2897) loss_cl: -0.2795 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [00:53:28.735729] Epoch: [212] [2340/2904] eta: 0:07:04 lr: 0.002107 loss: 0.1798 (0.1955) loss_rec_all: 0.2061 (0.2213) loss_rec_sfr: 0.2314 (0.2894) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [00:53:43.651080] Epoch: [212] [2360/2904] eta: 0:06:49 lr: 0.002107 loss: 0.1871 (0.1955) loss_rec_all: 0.2136 (0.2213) loss_rec_sfr: 0.2690 (0.2895) loss_cl: -0.2780 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [00:53:58.565337] Epoch: [212] [2380/2904] eta: 0:06:34 lr: 0.002107 loss: 0.1850 (0.1954) loss_rec_all: 0.2110 (0.2213) loss_rec_sfr: 0.2531 (0.2892) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [00:54:13.478514] Epoch: [212] [2400/2904] eta: 0:06:19 lr: 0.002107 loss: 0.1861 (0.1955) loss_rec_all: 0.2119 (0.2213) loss_rec_sfr: 0.2706 (0.2894) loss_cl: -0.2784 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [00:54:28.395752] Epoch: [212] [2420/2904] eta: 0:06:04 lr: 0.002107 loss: 0.1882 (0.1955) loss_rec_all: 0.2140 (0.2214) loss_rec_sfr: 0.2729 (0.2896) loss_cl: -0.2778 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [00:54:43.309197] Epoch: [212] [2440/2904] eta: 0:05:49 lr: 0.002107 loss: 0.1857 (0.1955) loss_rec_all: 0.2115 (0.2213) loss_rec_sfr: 0.2740 (0.2895) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [00:54:58.218370] Epoch: [212] [2460/2904] eta: 0:05:34 lr: 0.002107 loss: 0.1860 (0.1955) loss_rec_all: 0.2119 (0.2213) loss_rec_sfr: 0.2702 (0.2895) loss_cl: -0.2795 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [00:55:13.128663] Epoch: [212] [2480/2904] eta: 0:05:19 lr: 0.002106 loss: 0.1852 (0.1955) loss_rec_all: 0.2112 (0.2213) loss_rec_sfr: 0.2726 (0.2895) loss_cl: -0.2795 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [00:55:28.039746] Epoch: [212] [2500/2904] eta: 0:05:04 lr: 0.002106 loss: 0.1828 (0.1955) loss_rec_all: 0.2088 (0.2213) loss_rec_sfr: 0.2723 (0.2894) loss_cl: -0.2793 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [00:55:42.948190] Epoch: [212] [2520/2904] eta: 0:04:49 lr: 0.002106 loss: 0.1841 (0.1954) loss_rec_all: 0.2104 (0.2213) loss_rec_sfr: 0.2575 (0.2893) loss_cl: -0.2791 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [00:55:57.856522] Epoch: [212] [2540/2904] eta: 0:04:33 lr: 0.002106 loss: 0.1920 (0.1955) loss_rec_all: 0.2179 (0.2214) loss_rec_sfr: 0.2759 (0.2896) loss_cl: -0.2790 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [00:56:12.769602] Epoch: [212] [2560/2904] eta: 0:04:18 lr: 0.002106 loss: 0.1815 (0.1955) loss_rec_all: 0.2078 (0.2213) loss_rec_sfr: 0.2662 (0.2895) loss_cl: -0.2782 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [00:56:27.683685] Epoch: [212] [2580/2904] eta: 0:04:03 lr: 0.002106 loss: 0.1842 (0.1954) loss_rec_all: 0.2101 (0.2213) loss_rec_sfr: 0.2635 (0.2892) loss_cl: -0.2781 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [00:56:42.591361] Epoch: [212] [2600/2904] eta: 0:03:48 lr: 0.002106 loss: 0.1910 (0.1955) loss_rec_all: 0.2169 (0.2213) loss_rec_sfr: 0.2815 (0.2893) loss_cl: -0.2794 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [00:56:57.502490] Epoch: [212] [2620/2904] eta: 0:03:33 lr: 0.002106 loss: 0.1845 (0.1954) loss_rec_all: 0.2106 (0.2213) loss_rec_sfr: 0.2631 (0.2892) loss_cl: -0.2799 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [00:57:12.418470] Epoch: [212] [2640/2904] eta: 0:03:18 lr: 0.002106 loss: 0.1912 (0.1954) loss_rec_all: 0.2172 (0.2213) loss_rec_sfr: 0.2638 (0.2892) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [00:57:27.332463] Epoch: [212] [2660/2904] eta: 0:03:03 lr: 0.002106 loss: 0.1848 (0.1954) loss_rec_all: 0.2110 (0.2213) loss_rec_sfr: 0.2620 (0.2890) loss_cl: -0.2780 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [00:57:42.243449] Epoch: [212] [2680/2904] eta: 0:02:48 lr: 0.002106 loss: 0.1853 (0.1955) loss_rec_all: 0.2115 (0.2213) loss_rec_sfr: 0.2705 (0.2892) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [00:57:57.156149] Epoch: [212] [2700/2904] eta: 0:02:33 lr: 0.002106 loss: 0.1836 (0.1954) loss_rec_all: 0.2098 (0.2213) loss_rec_sfr: 0.2755 (0.2892) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [00:58:12.067560] Epoch: [212] [2720/2904] eta: 0:02:18 lr: 0.002106 loss: 0.1837 (0.1954) loss_rec_all: 0.2095 (0.2213) loss_rec_sfr: 0.2380 (0.2891) loss_cl: -0.2781 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [00:58:26.976182] Epoch: [212] [2740/2904] eta: 0:02:03 lr: 0.002106 loss: 0.1883 (0.1954) loss_rec_all: 0.2142 (0.2213) loss_rec_sfr: 0.2762 (0.2893) loss_cl: -0.2786 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [00:58:41.888147] Epoch: [212] [2760/2904] eta: 0:01:48 lr: 0.002106 loss: 0.1870 (0.1955) loss_rec_all: 0.2129 (0.2213) loss_rec_sfr: 0.2731 (0.2894) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [00:58:56.799584] Epoch: [212] [2780/2904] eta: 0:01:33 lr: 0.002106 loss: 0.1842 (0.1955) loss_rec_all: 0.2101 (0.2213) loss_rec_sfr: 0.2600 (0.2892) loss_cl: -0.2794 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [00:59:11.707411] Epoch: [212] [2800/2904] eta: 0:01:18 lr: 0.002106 loss: 0.1905 (0.1955) loss_rec_all: 0.2166 (0.2214) loss_rec_sfr: 0.2781 (0.2895) loss_cl: -0.2787 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [00:59:26.617026] Epoch: [212] [2820/2904] eta: 0:01:03 lr: 0.002106 loss: 0.1925 (0.1956) loss_rec_all: 0.2186 (0.2215) loss_rec_sfr: 0.2851 (0.2898) loss_cl: -0.2788 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [00:59:41.584952] Epoch: [212] [2840/2904] eta: 0:00:48 lr: 0.002106 loss: 0.1829 (0.1956) loss_rec_all: 0.2094 (0.2214) loss_rec_sfr: 0.2616 (0.2897) loss_cl: -0.2793 (-0.2788) time: 0.7484 data: 0.0035 max mem: 29860 [00:59:56.486747] Epoch: [212] [2860/2904] eta: 0:00:33 lr: 0.002106 loss: 0.1845 (0.1956) loss_rec_all: 0.2107 (0.2215) loss_rec_sfr: 0.2823 (0.2899) loss_cl: -0.2792 (-0.2788) time: 0.7451 data: 0.0001 max mem: 29860 [01:00:11.389977] Epoch: [212] [2880/2904] eta: 0:00:18 lr: 0.002106 loss: 0.1855 (0.1957) loss_rec_all: 0.2113 (0.2215) loss_rec_sfr: 0.2777 (0.2901) loss_cl: -0.2792 (-0.2788) time: 0.7451 data: 0.0001 max mem: 29860 [01:00:26.293600] Epoch: [212] [2900/2904] eta: 0:00:03 lr: 0.002106 loss: 0.1859 (0.1957) loss_rec_all: 0.2119 (0.2216) loss_rec_sfr: 0.2773 (0.2903) loss_cl: -0.2778 (-0.2788) time: 0.7451 data: 0.0001 max mem: 29860 [01:00:28.534609] Epoch: [212] [2903/2904] eta: 0:00:00 lr: 0.002106 loss: 0.1850 (0.1957) loss_rec_all: 0.2114 (0.2215) loss_rec_sfr: 0.2711 (0.2903) loss_cl: -0.2777 (-0.2788) time: 0.7450 data: 0.0001 max mem: 29860 [01:00:30.704407] Epoch: [212] Total time: 0:36:25 (0.7525 s / it) [01:00:30.714231] Averaged stats: lr: 0.002106 loss: 0.1850 (0.1975) loss_rec_all: 0.2114 (0.2211) loss_rec_sfr: 0.2711 (0.2878) loss_cl: -0.2777 (-0.2556) [01:00:30.718974] log_dir: ./checkpoint/VF2_ViT-B [01:00:46.539980] Epoch: [213] [ 0/2904] eta: 12:45:42 lr: 0.002106 loss: 0.1782 (0.1782) loss_rec_all: 0.2043 (0.2043) loss_rec_sfr: 0.2532 (0.2532) loss_cl: -0.2784 (-0.2784) time: 15.8203 data: 10.2199 max mem: 29860 [01:01:04.272287] Epoch: [213] [ 20/2904] eta: 1:16:47 lr: 0.002106 loss: 0.1833 (0.1885) loss_rec_all: 0.2093 (0.2145) loss_rec_sfr: 0.2613 (0.2681) loss_cl: -0.2785 (-0.2788) time: 0.8866 data: 0.0805 max mem: 29860 [01:01:19.144887] Epoch: [213] [ 40/2904] eta: 0:56:22 lr: 0.002106 loss: 0.1833 (0.1915) loss_rec_all: 0.2093 (0.2174) loss_rec_sfr: 0.2681 (0.2782) loss_cl: -0.2787 (-0.2789) time: 0.7436 data: 0.0002 max mem: 29860 [01:01:34.032727] Epoch: [213] [ 60/2904] eta: 0:49:11 lr: 0.002106 loss: 0.1829 (0.1931) loss_rec_all: 0.2093 (0.2190) loss_rec_sfr: 0.2674 (0.2825) loss_cl: -0.2790 (-0.2789) time: 0.7444 data: 0.0002 max mem: 29860 [01:01:48.932632] Epoch: [213] [ 80/2904] eta: 0:45:26 lr: 0.002106 loss: 0.1902 (0.1947) loss_rec_all: 0.2159 (0.2206) loss_rec_sfr: 0.2668 (0.2861) loss_cl: -0.2795 (-0.2790) time: 0.7450 data: 0.0002 max mem: 29860 [01:02:03.840239] Epoch: [213] [ 100/2904] eta: 0:43:05 lr: 0.002106 loss: 0.1884 (0.1944) loss_rec_all: 0.2146 (0.2203) loss_rec_sfr: 0.2707 (0.2837) loss_cl: -0.2790 (-0.2790) time: 0.7453 data: 0.0002 max mem: 29860 [01:02:18.774472] Epoch: [213] [ 120/2904] eta: 0:41:26 lr: 0.002106 loss: 0.1851 (0.1952) loss_rec_all: 0.2110 (0.2211) loss_rec_sfr: 0.2721 (0.2866) loss_cl: -0.2784 (-0.2789) time: 0.7467 data: 0.0002 max mem: 29860 [01:02:33.692162] Epoch: [213] [ 140/2904] eta: 0:40:10 lr: 0.002106 loss: 0.1830 (0.1945) loss_rec_all: 0.2091 (0.2204) loss_rec_sfr: 0.2630 (0.2839) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [01:02:48.599020] Epoch: [213] [ 160/2904] eta: 0:39:09 lr: 0.002106 loss: 0.1859 (0.1949) loss_rec_all: 0.2123 (0.2208) loss_rec_sfr: 0.2397 (0.2843) loss_cl: -0.2792 (-0.2789) time: 0.7453 data: 0.0003 max mem: 29860 [01:03:03.506736] Epoch: [213] [ 180/2904] eta: 0:38:19 lr: 0.002106 loss: 0.1836 (0.1944) loss_rec_all: 0.2096 (0.2203) loss_rec_sfr: 0.2624 (0.2824) loss_cl: -0.2793 (-0.2789) time: 0.7453 data: 0.0003 max mem: 29860 [01:03:18.410946] Epoch: [213] [ 200/2904] eta: 0:37:35 lr: 0.002106 loss: 0.1848 (0.1946) loss_rec_all: 0.2109 (0.2205) loss_rec_sfr: 0.2667 (0.2824) loss_cl: -0.2788 (-0.2789) time: 0.7452 data: 0.0003 max mem: 29860 [01:03:33.319807] Epoch: [213] [ 220/2904] eta: 0:36:57 lr: 0.002106 loss: 0.1896 (0.1946) loss_rec_all: 0.2157 (0.2205) loss_rec_sfr: 0.2767 (0.2837) loss_cl: -0.2789 (-0.2789) time: 0.7454 data: 0.0003 max mem: 29860 [01:03:48.245623] Epoch: [213] [ 240/2904] eta: 0:36:23 lr: 0.002106 loss: 0.1860 (0.1948) loss_rec_all: 0.2120 (0.2207) loss_rec_sfr: 0.2624 (0.2840) loss_cl: -0.2786 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [01:04:03.172391] Epoch: [213] [ 260/2904] eta: 0:35:52 lr: 0.002106 loss: 0.1881 (0.1946) loss_rec_all: 0.2141 (0.2205) loss_rec_sfr: 0.2615 (0.2822) loss_cl: -0.2786 (-0.2788) time: 0.7463 data: 0.0003 max mem: 29860 [01:04:18.117680] Epoch: [213] [ 280/2904] eta: 0:35:23 lr: 0.002106 loss: 0.1867 (0.1951) loss_rec_all: 0.2126 (0.2210) loss_rec_sfr: 0.2621 (0.2838) loss_cl: -0.2787 (-0.2788) time: 0.7472 data: 0.0003 max mem: 29860 [01:04:33.053443] Epoch: [213] [ 300/2904] eta: 0:34:56 lr: 0.002106 loss: 0.1907 (0.1958) loss_rec_all: 0.2168 (0.2217) loss_rec_sfr: 0.2761 (0.2861) loss_cl: -0.2793 (-0.2788) time: 0.7467 data: 0.0003 max mem: 29860 [01:04:48.006836] Epoch: [213] [ 320/2904] eta: 0:34:30 lr: 0.002106 loss: 0.1872 (0.1957) loss_rec_all: 0.2134 (0.2215) loss_rec_sfr: 0.2704 (0.2863) loss_cl: -0.2791 (-0.2789) time: 0.7476 data: 0.0002 max mem: 29860 [01:05:02.924839] Epoch: [213] [ 340/2904] eta: 0:34:06 lr: 0.002106 loss: 0.1852 (0.1956) loss_rec_all: 0.2112 (0.2214) loss_rec_sfr: 0.2707 (0.2861) loss_cl: -0.2789 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [01:05:17.839716] Epoch: [213] [ 360/2904] eta: 0:33:43 lr: 0.002106 loss: 0.1853 (0.1958) loss_rec_all: 0.2113 (0.2217) loss_rec_sfr: 0.2723 (0.2874) loss_cl: -0.2787 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [01:05:32.896329] Epoch: [213] [ 380/2904] eta: 0:33:21 lr: 0.002106 loss: 0.1946 (0.1967) loss_rec_all: 0.2206 (0.2226) loss_rec_sfr: 0.2890 (0.2902) loss_cl: -0.2786 (-0.2788) time: 0.7528 data: 0.0002 max mem: 29860 [01:05:47.810673] Epoch: [213] [ 400/2904] eta: 0:32:59 lr: 0.002106 loss: 0.1865 (0.1966) loss_rec_all: 0.2127 (0.2225) loss_rec_sfr: 0.2399 (0.2895) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [01:06:02.721536] Epoch: [213] [ 420/2904] eta: 0:32:38 lr: 0.002106 loss: 0.1842 (0.1966) loss_rec_all: 0.2101 (0.2224) loss_rec_sfr: 0.2662 (0.2897) loss_cl: -0.2796 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [01:06:17.635261] Epoch: [213] [ 440/2904] eta: 0:32:18 lr: 0.002106 loss: 0.1828 (0.1963) loss_rec_all: 0.2091 (0.2222) loss_rec_sfr: 0.2757 (0.2891) loss_cl: -0.2783 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [01:06:32.566265] Epoch: [213] [ 460/2904] eta: 0:31:58 lr: 0.002105 loss: 0.1898 (0.1963) loss_rec_all: 0.2161 (0.2222) loss_rec_sfr: 0.2712 (0.2896) loss_cl: -0.2779 (-0.2788) time: 0.7465 data: 0.0003 max mem: 29860 [01:06:47.483096] Epoch: [213] [ 480/2904] eta: 0:31:38 lr: 0.002105 loss: 0.1868 (0.1965) loss_rec_all: 0.2127 (0.2224) loss_rec_sfr: 0.2811 (0.2908) loss_cl: -0.2796 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [01:07:02.404559] Epoch: [213] [ 500/2904] eta: 0:31:19 lr: 0.002105 loss: 0.1819 (0.1963) loss_rec_all: 0.2083 (0.2221) loss_rec_sfr: 0.2703 (0.2902) loss_cl: -0.2791 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [01:07:17.322478] Epoch: [213] [ 520/2904] eta: 0:31:00 lr: 0.002105 loss: 0.1834 (0.1962) loss_rec_all: 0.2099 (0.2221) loss_rec_sfr: 0.2341 (0.2894) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [01:07:32.236329] Epoch: [213] [ 540/2904] eta: 0:30:41 lr: 0.002105 loss: 0.1814 (0.1960) loss_rec_all: 0.2073 (0.2218) loss_rec_sfr: 0.2754 (0.2890) loss_cl: -0.2783 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [01:07:47.152884] Epoch: [213] [ 560/2904] eta: 0:30:23 lr: 0.002105 loss: 0.1868 (0.1962) loss_rec_all: 0.2126 (0.2221) loss_rec_sfr: 0.2707 (0.2897) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [01:08:02.074746] Epoch: [213] [ 580/2904] eta: 0:30:05 lr: 0.002105 loss: 0.1846 (0.1960) loss_rec_all: 0.2109 (0.2219) loss_rec_sfr: 0.2578 (0.2889) loss_cl: -0.2794 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [01:08:16.991909] Epoch: [213] [ 600/2904] eta: 0:29:47 lr: 0.002105 loss: 0.1834 (0.1958) loss_rec_all: 0.2097 (0.2216) loss_rec_sfr: 0.2351 (0.2880) loss_cl: -0.2793 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [01:08:31.914797] Epoch: [213] [ 620/2904] eta: 0:29:29 lr: 0.002105 loss: 0.1884 (0.1961) loss_rec_all: 0.2143 (0.2219) loss_rec_sfr: 0.2818 (0.2892) loss_cl: -0.2789 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [01:08:46.835146] Epoch: [213] [ 640/2904] eta: 0:29:12 lr: 0.002105 loss: 0.1853 (0.1959) loss_rec_all: 0.2112 (0.2217) loss_rec_sfr: 0.2644 (0.2885) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [01:09:01.752805] Epoch: [213] [ 660/2904] eta: 0:28:54 lr: 0.002105 loss: 0.1859 (0.1960) loss_rec_all: 0.2118 (0.2219) loss_rec_sfr: 0.2690 (0.2891) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [01:09:16.673340] Epoch: [213] [ 680/2904] eta: 0:28:37 lr: 0.002105 loss: 0.1843 (0.1959) loss_rec_all: 0.2102 (0.2217) loss_rec_sfr: 0.2670 (0.2888) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [01:09:31.593838] Epoch: [213] [ 700/2904] eta: 0:28:20 lr: 0.002105 loss: 0.1837 (0.1959) loss_rec_all: 0.2096 (0.2217) loss_rec_sfr: 0.2727 (0.2889) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [01:09:46.511077] Epoch: [213] [ 720/2904] eta: 0:28:03 lr: 0.002105 loss: 0.1841 (0.1960) loss_rec_all: 0.2100 (0.2218) loss_rec_sfr: 0.2689 (0.2890) loss_cl: -0.2794 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [01:10:01.427424] Epoch: [213] [ 740/2904] eta: 0:27:46 lr: 0.002105 loss: 0.1816 (0.1957) loss_rec_all: 0.2076 (0.2216) loss_rec_sfr: 0.2727 (0.2885) loss_cl: -0.2794 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [01:10:16.341126] Epoch: [213] [ 760/2904] eta: 0:27:29 lr: 0.002105 loss: 0.1835 (0.1957) loss_rec_all: 0.2099 (0.2216) loss_rec_sfr: 0.2785 (0.2885) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [01:10:31.254070] Epoch: [213] [ 780/2904] eta: 0:27:13 lr: 0.002105 loss: 0.1858 (0.1958) loss_rec_all: 0.2115 (0.2216) loss_rec_sfr: 0.2820 (0.2889) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [01:10:46.171513] Epoch: [213] [ 800/2904] eta: 0:26:56 lr: 0.002105 loss: 0.1896 (0.1958) loss_rec_all: 0.2156 (0.2217) loss_rec_sfr: 0.2783 (0.2894) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [01:11:01.094181] Epoch: [213] [ 820/2904] eta: 0:26:40 lr: 0.002105 loss: 0.1819 (0.1957) loss_rec_all: 0.2079 (0.2215) loss_rec_sfr: 0.2296 (0.2887) loss_cl: -0.2784 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [01:11:16.015069] Epoch: [213] [ 840/2904] eta: 0:26:23 lr: 0.002105 loss: 0.1930 (0.1959) loss_rec_all: 0.2190 (0.2217) loss_rec_sfr: 0.2693 (0.2891) loss_cl: -0.2781 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [01:11:30.932630] Epoch: [213] [ 860/2904] eta: 0:26:07 lr: 0.002105 loss: 0.1850 (0.1958) loss_rec_all: 0.2113 (0.2217) loss_rec_sfr: 0.2723 (0.2890) loss_cl: -0.2798 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [01:11:45.841324] Epoch: [213] [ 880/2904] eta: 0:25:50 lr: 0.002105 loss: 0.1883 (0.1959) loss_rec_all: 0.2143 (0.2218) loss_rec_sfr: 0.2703 (0.2893) loss_cl: -0.2788 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [01:12:00.752172] Epoch: [213] [ 900/2904] eta: 0:25:34 lr: 0.002105 loss: 0.1834 (0.1959) loss_rec_all: 0.2094 (0.2218) loss_rec_sfr: 0.2735 (0.2894) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [01:12:15.673653] Epoch: [213] [ 920/2904] eta: 0:25:18 lr: 0.002105 loss: 0.1828 (0.1958) loss_rec_all: 0.2087 (0.2217) loss_rec_sfr: 0.2739 (0.2892) loss_cl: -0.2784 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [01:12:30.593174] Epoch: [213] [ 940/2904] eta: 0:25:02 lr: 0.002105 loss: 0.1856 (0.1960) loss_rec_all: 0.2113 (0.2218) loss_rec_sfr: 0.2780 (0.2897) loss_cl: -0.2782 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [01:12:45.511671] Epoch: [213] [ 960/2904] eta: 0:24:46 lr: 0.002105 loss: 0.1913 (0.1963) loss_rec_all: 0.2173 (0.2221) loss_rec_sfr: 0.2847 (0.2907) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [01:13:00.434537] Epoch: [213] [ 980/2904] eta: 0:24:30 lr: 0.002105 loss: 0.1828 (0.1962) loss_rec_all: 0.2089 (0.2221) loss_rec_sfr: 0.2688 (0.2906) loss_cl: -0.2793 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [01:13:15.353357] Epoch: [213] [1000/2904] eta: 0:24:14 lr: 0.002105 loss: 0.1809 (0.1961) loss_rec_all: 0.2072 (0.2219) loss_rec_sfr: 0.2698 (0.2902) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [01:13:30.267687] Epoch: [213] [1020/2904] eta: 0:23:58 lr: 0.002105 loss: 0.1824 (0.1959) loss_rec_all: 0.2082 (0.2217) loss_rec_sfr: 0.2618 (0.2897) loss_cl: -0.2780 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [01:13:45.179940] Epoch: [213] [1040/2904] eta: 0:23:42 lr: 0.002105 loss: 0.1821 (0.1958) loss_rec_all: 0.2083 (0.2217) loss_rec_sfr: 0.2675 (0.2894) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [01:14:00.095455] Epoch: [213] [1060/2904] eta: 0:23:26 lr: 0.002105 loss: 0.1871 (0.1959) loss_rec_all: 0.2133 (0.2218) loss_rec_sfr: 0.2645 (0.2896) loss_cl: -0.2793 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [01:14:15.008806] Epoch: [213] [1080/2904] eta: 0:23:10 lr: 0.002105 loss: 0.1900 (0.1960) loss_rec_all: 0.2158 (0.2219) loss_rec_sfr: 0.2722 (0.2899) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [01:14:29.923456] Epoch: [213] [1100/2904] eta: 0:22:54 lr: 0.002105 loss: 0.1855 (0.1959) loss_rec_all: 0.2117 (0.2217) loss_rec_sfr: 0.2373 (0.2892) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [01:14:44.839529] Epoch: [213] [1120/2904] eta: 0:22:39 lr: 0.002105 loss: 0.1843 (0.1958) loss_rec_all: 0.2106 (0.2217) loss_rec_sfr: 0.2619 (0.2888) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [01:14:59.755573] Epoch: [213] [1140/2904] eta: 0:22:23 lr: 0.002105 loss: 0.1850 (0.1958) loss_rec_all: 0.2109 (0.2216) loss_rec_sfr: 0.2599 (0.2887) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [01:15:14.668820] Epoch: [213] [1160/2904] eta: 0:22:07 lr: 0.002105 loss: 0.1855 (0.1958) loss_rec_all: 0.2116 (0.2217) loss_rec_sfr: 0.2615 (0.2889) loss_cl: -0.2794 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [01:15:29.584341] Epoch: [213] [1180/2904] eta: 0:21:52 lr: 0.002105 loss: 0.1850 (0.1959) loss_rec_all: 0.2110 (0.2217) loss_rec_sfr: 0.2657 (0.2890) loss_cl: -0.2793 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [01:15:44.500158] Epoch: [213] [1200/2904] eta: 0:21:36 lr: 0.002105 loss: 0.1830 (0.1959) loss_rec_all: 0.2088 (0.2217) loss_rec_sfr: 0.2720 (0.2890) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [01:15:59.417116] Epoch: [213] [1220/2904] eta: 0:21:20 lr: 0.002105 loss: 0.1851 (0.1958) loss_rec_all: 0.2108 (0.2216) loss_rec_sfr: 0.2645 (0.2888) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [01:16:14.329346] Epoch: [213] [1240/2904] eta: 0:21:05 lr: 0.002105 loss: 0.1851 (0.1957) loss_rec_all: 0.2109 (0.2216) loss_rec_sfr: 0.2723 (0.2887) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [01:16:29.247406] Epoch: [213] [1260/2904] eta: 0:20:49 lr: 0.002105 loss: 0.1867 (0.1958) loss_rec_all: 0.2126 (0.2217) loss_rec_sfr: 0.2735 (0.2890) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [01:16:44.159802] Epoch: [213] [1280/2904] eta: 0:20:34 lr: 0.002105 loss: 0.1882 (0.1959) loss_rec_all: 0.2142 (0.2218) loss_rec_sfr: 0.2688 (0.2892) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [01:16:59.071017] Epoch: [213] [1300/2904] eta: 0:20:18 lr: 0.002105 loss: 0.1847 (0.1958) loss_rec_all: 0.2107 (0.2217) loss_rec_sfr: 0.2585 (0.2888) loss_cl: -0.2783 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [01:17:13.990765] Epoch: [213] [1320/2904] eta: 0:20:02 lr: 0.002105 loss: 0.1814 (0.1956) loss_rec_all: 0.2071 (0.2215) loss_rec_sfr: 0.2787 (0.2883) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [01:17:28.889375] Epoch: [213] [1340/2904] eta: 0:19:47 lr: 0.002105 loss: 0.1853 (0.1956) loss_rec_all: 0.2116 (0.2214) loss_rec_sfr: 0.2658 (0.2881) loss_cl: -0.2793 (-0.2788) time: 0.7449 data: 0.0002 max mem: 29860 [01:17:43.807516] Epoch: [213] [1360/2904] eta: 0:19:31 lr: 0.002104 loss: 0.1823 (0.1955) loss_rec_all: 0.2086 (0.2213) loss_rec_sfr: 0.2581 (0.2877) loss_cl: -0.2798 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [01:17:58.721586] Epoch: [213] [1380/2904] eta: 0:19:16 lr: 0.002104 loss: 0.1844 (0.1955) loss_rec_all: 0.2104 (0.2213) loss_rec_sfr: 0.2629 (0.2877) loss_cl: -0.2797 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [01:18:13.637601] Epoch: [213] [1400/2904] eta: 0:19:00 lr: 0.002104 loss: 0.1819 (0.1955) loss_rec_all: 0.2084 (0.2214) loss_rec_sfr: 0.2768 (0.2879) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [01:18:28.550905] Epoch: [213] [1420/2904] eta: 0:18:45 lr: 0.002104 loss: 0.1838 (0.1954) loss_rec_all: 0.2096 (0.2213) loss_rec_sfr: 0.2738 (0.2877) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [01:18:43.465780] Epoch: [213] [1440/2904] eta: 0:18:30 lr: 0.002104 loss: 0.1854 (0.1954) loss_rec_all: 0.2118 (0.2213) loss_rec_sfr: 0.2599 (0.2876) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [01:18:58.372246] Epoch: [213] [1460/2904] eta: 0:18:14 lr: 0.002104 loss: 0.1845 (0.1955) loss_rec_all: 0.2105 (0.2213) loss_rec_sfr: 0.2696 (0.2878) loss_cl: -0.2785 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [01:19:13.284099] Epoch: [213] [1480/2904] eta: 0:17:59 lr: 0.002104 loss: 0.1806 (0.1954) loss_rec_all: 0.2069 (0.2213) loss_rec_sfr: 0.2299 (0.2876) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [01:19:28.197059] Epoch: [213] [1500/2904] eta: 0:17:43 lr: 0.002104 loss: 0.1857 (0.1954) loss_rec_all: 0.2117 (0.2213) loss_rec_sfr: 0.2707 (0.2876) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [01:19:43.115373] Epoch: [213] [1520/2904] eta: 0:17:28 lr: 0.002104 loss: 0.1852 (0.1954) loss_rec_all: 0.2110 (0.2213) loss_rec_sfr: 0.2738 (0.2875) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [01:19:58.032539] Epoch: [213] [1540/2904] eta: 0:17:13 lr: 0.002104 loss: 0.1859 (0.1954) loss_rec_all: 0.2118 (0.2213) loss_rec_sfr: 0.2674 (0.2875) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [01:20:12.945787] Epoch: [213] [1560/2904] eta: 0:16:57 lr: 0.002104 loss: 0.1848 (0.1955) loss_rec_all: 0.2111 (0.2214) loss_rec_sfr: 0.2676 (0.2878) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [01:20:27.857501] Epoch: [213] [1580/2904] eta: 0:16:42 lr: 0.002104 loss: 0.1889 (0.1955) loss_rec_all: 0.2148 (0.2214) loss_rec_sfr: 0.2737 (0.2878) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [01:20:42.770987] Epoch: [213] [1600/2904] eta: 0:16:27 lr: 0.002104 loss: 0.1857 (0.1955) loss_rec_all: 0.2118 (0.2214) loss_rec_sfr: 0.2729 (0.2879) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [01:20:57.685703] Epoch: [213] [1620/2904] eta: 0:16:11 lr: 0.002104 loss: 0.1870 (0.1955) loss_rec_all: 0.2128 (0.2214) loss_rec_sfr: 0.2641 (0.2879) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [01:21:12.594991] Epoch: [213] [1640/2904] eta: 0:15:56 lr: 0.002104 loss: 0.1875 (0.1956) loss_rec_all: 0.2133 (0.2214) loss_rec_sfr: 0.2719 (0.2881) loss_cl: -0.2793 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [01:21:27.506654] Epoch: [213] [1660/2904] eta: 0:15:41 lr: 0.002104 loss: 0.1828 (0.1954) loss_rec_all: 0.2087 (0.2213) loss_rec_sfr: 0.2673 (0.2877) loss_cl: -0.2797 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [01:21:42.419510] Epoch: [213] [1680/2904] eta: 0:15:25 lr: 0.002104 loss: 0.1832 (0.1954) loss_rec_all: 0.2091 (0.2213) loss_rec_sfr: 0.2668 (0.2876) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [01:21:57.328069] Epoch: [213] [1700/2904] eta: 0:15:10 lr: 0.002104 loss: 0.1849 (0.1954) loss_rec_all: 0.2111 (0.2212) loss_rec_sfr: 0.2668 (0.2875) loss_cl: -0.2782 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [01:22:12.235922] Epoch: [213] [1720/2904] eta: 0:14:55 lr: 0.002104 loss: 0.1811 (0.1953) loss_rec_all: 0.2073 (0.2212) loss_rec_sfr: 0.2605 (0.2874) loss_cl: -0.2789 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [01:22:27.146664] Epoch: [213] [1740/2904] eta: 0:14:40 lr: 0.002104 loss: 0.1817 (0.1952) loss_rec_all: 0.2081 (0.2210) loss_rec_sfr: 0.2381 (0.2869) loss_cl: -0.2794 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [01:22:42.059707] Epoch: [213] [1760/2904] eta: 0:14:24 lr: 0.002104 loss: 0.1843 (0.1951) loss_rec_all: 0.2107 (0.2210) loss_rec_sfr: 0.2613 (0.2868) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [01:22:56.975268] Epoch: [213] [1780/2904] eta: 0:14:09 lr: 0.002104 loss: 0.1879 (0.1951) loss_rec_all: 0.2142 (0.2210) loss_rec_sfr: 0.2668 (0.2867) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [01:23:11.889156] Epoch: [213] [1800/2904] eta: 0:13:54 lr: 0.002104 loss: 0.1849 (0.1950) loss_rec_all: 0.2110 (0.2209) loss_rec_sfr: 0.2672 (0.2864) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [01:23:26.806173] Epoch: [213] [1820/2904] eta: 0:13:39 lr: 0.002104 loss: 0.1869 (0.1950) loss_rec_all: 0.2127 (0.2208) loss_rec_sfr: 0.2740 (0.2863) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [01:23:41.719557] Epoch: [213] [1840/2904] eta: 0:13:23 lr: 0.002104 loss: 0.1841 (0.1950) loss_rec_all: 0.2105 (0.2209) loss_rec_sfr: 0.2763 (0.2864) loss_cl: -0.2801 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [01:23:56.635975] Epoch: [213] [1860/2904] eta: 0:13:08 lr: 0.002104 loss: 0.1859 (0.1951) loss_rec_all: 0.2123 (0.2210) loss_rec_sfr: 0.2820 (0.2868) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [01:24:11.549256] Epoch: [213] [1880/2904] eta: 0:12:53 lr: 0.002104 loss: 0.1891 (0.1951) loss_rec_all: 0.2153 (0.2210) loss_rec_sfr: 0.2635 (0.2868) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [01:24:26.465262] Epoch: [213] [1900/2904] eta: 0:12:38 lr: 0.002104 loss: 0.1813 (0.1950) loss_rec_all: 0.2078 (0.2209) loss_rec_sfr: 0.2624 (0.2864) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [01:24:41.377608] Epoch: [213] [1920/2904] eta: 0:12:23 lr: 0.002104 loss: 0.1908 (0.1951) loss_rec_all: 0.2172 (0.2210) loss_rec_sfr: 0.2659 (0.2867) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [01:24:56.292599] Epoch: [213] [1940/2904] eta: 0:12:07 lr: 0.002104 loss: 0.1854 (0.1952) loss_rec_all: 0.2114 (0.2210) loss_rec_sfr: 0.2724 (0.2869) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [01:25:11.206342] Epoch: [213] [1960/2904] eta: 0:11:52 lr: 0.002104 loss: 0.1930 (0.1953) loss_rec_all: 0.2189 (0.2212) loss_rec_sfr: 0.2814 (0.2875) loss_cl: -0.2784 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [01:25:26.124611] Epoch: [213] [1980/2904] eta: 0:11:37 lr: 0.002104 loss: 0.1860 (0.1953) loss_rec_all: 0.2119 (0.2211) loss_rec_sfr: 0.2709 (0.2874) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [01:25:41.039758] Epoch: [213] [2000/2904] eta: 0:11:22 lr: 0.002104 loss: 0.1809 (0.1952) loss_rec_all: 0.2071 (0.2211) loss_rec_sfr: 0.2339 (0.2872) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [01:25:55.950584] Epoch: [213] [2020/2904] eta: 0:11:07 lr: 0.002104 loss: 0.1871 (0.1952) loss_rec_all: 0.2134 (0.2211) loss_rec_sfr: 0.2661 (0.2872) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [01:26:10.861757] Epoch: [213] [2040/2904] eta: 0:10:51 lr: 0.002104 loss: 0.1876 (0.1953) loss_rec_all: 0.2135 (0.2211) loss_rec_sfr: 0.2711 (0.2873) loss_cl: -0.2793 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [01:26:25.770569] Epoch: [213] [2060/2904] eta: 0:10:36 lr: 0.002104 loss: 0.1841 (0.1952) loss_rec_all: 0.2102 (0.2211) loss_rec_sfr: 0.2731 (0.2872) loss_cl: -0.2789 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [01:26:40.680356] Epoch: [213] [2080/2904] eta: 0:10:21 lr: 0.002104 loss: 0.1838 (0.1951) loss_rec_all: 0.2103 (0.2210) loss_rec_sfr: 0.2511 (0.2869) loss_cl: -0.2796 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [01:26:55.587690] Epoch: [213] [2100/2904] eta: 0:10:06 lr: 0.002104 loss: 0.1856 (0.1952) loss_rec_all: 0.2121 (0.2211) loss_rec_sfr: 0.2800 (0.2870) loss_cl: -0.2795 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [01:27:10.498310] Epoch: [213] [2120/2904] eta: 0:09:51 lr: 0.002104 loss: 0.1871 (0.1952) loss_rec_all: 0.2133 (0.2211) loss_rec_sfr: 0.2692 (0.2871) loss_cl: -0.2792 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [01:27:25.412994] Epoch: [213] [2140/2904] eta: 0:09:36 lr: 0.002104 loss: 0.1858 (0.1952) loss_rec_all: 0.2118 (0.2211) loss_rec_sfr: 0.2615 (0.2872) loss_cl: -0.2780 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [01:27:40.328723] Epoch: [213] [2160/2904] eta: 0:09:21 lr: 0.002104 loss: 0.1843 (0.1953) loss_rec_all: 0.2102 (0.2212) loss_rec_sfr: 0.2753 (0.2874) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [01:27:55.237392] Epoch: [213] [2180/2904] eta: 0:09:05 lr: 0.002104 loss: 0.1896 (0.1953) loss_rec_all: 0.2157 (0.2212) loss_rec_sfr: 0.2676 (0.2874) loss_cl: -0.2789 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [01:28:10.147162] Epoch: [213] [2200/2904] eta: 0:08:50 lr: 0.002104 loss: 0.1990 (0.1955) loss_rec_all: 0.2250 (0.2214) loss_rec_sfr: 0.2725 (0.2878) loss_cl: -0.2793 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [01:28:25.053946] Epoch: [213] [2220/2904] eta: 0:08:35 lr: 0.002104 loss: 0.1866 (0.1956) loss_rec_all: 0.2125 (0.2215) loss_rec_sfr: 0.2809 (0.2882) loss_cl: -0.2786 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [01:28:39.964631] Epoch: [213] [2240/2904] eta: 0:08:20 lr: 0.002103 loss: 0.1842 (0.1956) loss_rec_all: 0.2101 (0.2214) loss_rec_sfr: 0.2792 (0.2882) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [01:28:54.876462] Epoch: [213] [2260/2904] eta: 0:08:05 lr: 0.002103 loss: 0.1840 (0.1955) loss_rec_all: 0.2105 (0.2214) loss_rec_sfr: 0.2626 (0.2881) loss_cl: -0.2792 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [01:29:09.793216] Epoch: [213] [2280/2904] eta: 0:07:50 lr: 0.002103 loss: 0.1871 (0.1955) loss_rec_all: 0.2130 (0.2214) loss_rec_sfr: 0.2658 (0.2880) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [01:29:24.709725] Epoch: [213] [2300/2904] eta: 0:07:35 lr: 0.002103 loss: 0.1882 (0.1955) loss_rec_all: 0.2141 (0.2214) loss_rec_sfr: 0.2596 (0.2880) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [01:29:39.623784] Epoch: [213] [2320/2904] eta: 0:07:20 lr: 0.002103 loss: 0.1852 (0.1955) loss_rec_all: 0.2113 (0.2214) loss_rec_sfr: 0.2672 (0.2880) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [01:29:54.537916] Epoch: [213] [2340/2904] eta: 0:07:04 lr: 0.002103 loss: 0.1822 (0.1955) loss_rec_all: 0.2082 (0.2214) loss_rec_sfr: 0.2657 (0.2880) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [01:30:09.455751] Epoch: [213] [2360/2904] eta: 0:06:49 lr: 0.002103 loss: 0.1820 (0.1955) loss_rec_all: 0.2079 (0.2214) loss_rec_sfr: 0.2682 (0.2879) loss_cl: -0.2795 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [01:30:24.367964] Epoch: [213] [2380/2904] eta: 0:06:34 lr: 0.002103 loss: 0.1833 (0.1955) loss_rec_all: 0.2093 (0.2213) loss_rec_sfr: 0.2260 (0.2877) loss_cl: -0.2795 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [01:30:39.274023] Epoch: [213] [2400/2904] eta: 0:06:19 lr: 0.002103 loss: 0.1837 (0.1954) loss_rec_all: 0.2095 (0.2213) loss_rec_sfr: 0.2577 (0.2876) loss_cl: -0.2794 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [01:30:54.193105] Epoch: [213] [2420/2904] eta: 0:06:04 lr: 0.002103 loss: 0.1874 (0.1954) loss_rec_all: 0.2133 (0.2213) loss_rec_sfr: 0.2762 (0.2876) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [01:31:09.111058] Epoch: [213] [2440/2904] eta: 0:05:49 lr: 0.002103 loss: 0.1853 (0.1955) loss_rec_all: 0.2116 (0.2213) loss_rec_sfr: 0.2783 (0.2878) loss_cl: -0.2783 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [01:31:24.021986] Epoch: [213] [2460/2904] eta: 0:05:34 lr: 0.002103 loss: 0.1821 (0.1954) loss_rec_all: 0.2080 (0.2213) loss_rec_sfr: 0.2623 (0.2876) loss_cl: -0.2782 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [01:31:38.938585] Epoch: [213] [2480/2904] eta: 0:05:19 lr: 0.002103 loss: 0.1799 (0.1954) loss_rec_all: 0.2066 (0.2212) loss_rec_sfr: 0.2227 (0.2873) loss_cl: -0.2796 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [01:31:53.858540] Epoch: [213] [2500/2904] eta: 0:05:04 lr: 0.002103 loss: 0.1848 (0.1953) loss_rec_all: 0.2109 (0.2212) loss_rec_sfr: 0.2260 (0.2872) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [01:32:08.775854] Epoch: [213] [2520/2904] eta: 0:04:49 lr: 0.002103 loss: 0.1853 (0.1953) loss_rec_all: 0.2112 (0.2212) loss_rec_sfr: 0.2630 (0.2872) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [01:32:23.682161] Epoch: [213] [2540/2904] eta: 0:04:34 lr: 0.002103 loss: 0.1878 (0.1953) loss_rec_all: 0.2141 (0.2212) loss_rec_sfr: 0.2583 (0.2871) loss_cl: -0.2788 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [01:32:38.594964] Epoch: [213] [2560/2904] eta: 0:04:18 lr: 0.002103 loss: 0.1857 (0.1953) loss_rec_all: 0.2116 (0.2212) loss_rec_sfr: 0.2652 (0.2871) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [01:32:53.507434] Epoch: [213] [2580/2904] eta: 0:04:03 lr: 0.002103 loss: 0.1840 (0.1953) loss_rec_all: 0.2096 (0.2212) loss_rec_sfr: 0.2561 (0.2870) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [01:33:08.422011] Epoch: [213] [2600/2904] eta: 0:03:48 lr: 0.002103 loss: 0.1847 (0.1953) loss_rec_all: 0.2106 (0.2212) loss_rec_sfr: 0.2731 (0.2871) loss_cl: -0.2793 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [01:33:23.336558] Epoch: [213] [2620/2904] eta: 0:03:33 lr: 0.002103 loss: 0.1833 (0.1953) loss_rec_all: 0.2094 (0.2212) loss_rec_sfr: 0.2664 (0.2871) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [01:33:38.254023] Epoch: [213] [2640/2904] eta: 0:03:18 lr: 0.002103 loss: 0.1839 (0.1954) loss_rec_all: 0.2097 (0.2212) loss_rec_sfr: 0.2583 (0.2872) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [01:33:53.166122] Epoch: [213] [2660/2904] eta: 0:03:03 lr: 0.002103 loss: 0.1824 (0.1953) loss_rec_all: 0.2086 (0.2212) loss_rec_sfr: 0.2714 (0.2872) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [01:34:08.083517] Epoch: [213] [2680/2904] eta: 0:02:48 lr: 0.002103 loss: 0.1814 (0.1953) loss_rec_all: 0.2077 (0.2212) loss_rec_sfr: 0.2583 (0.2871) loss_cl: -0.2780 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [01:34:22.998566] Epoch: [213] [2700/2904] eta: 0:02:33 lr: 0.002103 loss: 0.1862 (0.1953) loss_rec_all: 0.2124 (0.2211) loss_rec_sfr: 0.2638 (0.2871) loss_cl: -0.2793 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [01:34:37.910706] Epoch: [213] [2720/2904] eta: 0:02:18 lr: 0.002103 loss: 0.1856 (0.1952) loss_rec_all: 0.2119 (0.2211) loss_rec_sfr: 0.2467 (0.2867) loss_cl: -0.2794 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [01:34:52.821009] Epoch: [213] [2740/2904] eta: 0:02:03 lr: 0.002103 loss: 0.1865 (0.1953) loss_rec_all: 0.2124 (0.2211) loss_rec_sfr: 0.2665 (0.2869) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [01:35:07.733020] Epoch: [213] [2760/2904] eta: 0:01:48 lr: 0.002103 loss: 0.1892 (0.1953) loss_rec_all: 0.2154 (0.2212) loss_rec_sfr: 0.2778 (0.2871) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [01:35:22.643985] Epoch: [213] [2780/2904] eta: 0:01:33 lr: 0.002103 loss: 0.1835 (0.1953) loss_rec_all: 0.2094 (0.2212) loss_rec_sfr: 0.2273 (0.2872) loss_cl: -0.2782 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [01:35:37.558428] Epoch: [213] [2800/2904] eta: 0:01:18 lr: 0.002103 loss: 0.1850 (0.1953) loss_rec_all: 0.2111 (0.2212) loss_rec_sfr: 0.2728 (0.2871) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [01:35:52.473278] Epoch: [213] [2820/2904] eta: 0:01:03 lr: 0.002103 loss: 0.1870 (0.1954) loss_rec_all: 0.2131 (0.2212) loss_rec_sfr: 0.2744 (0.2873) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [01:36:07.449893] Epoch: [213] [2840/2904] eta: 0:00:48 lr: 0.002103 loss: 0.1933 (0.1954) loss_rec_all: 0.2192 (0.2213) loss_rec_sfr: 0.2828 (0.2876) loss_cl: -0.2779 (-0.2788) time: 0.7488 data: 0.0040 max mem: 29860 [01:36:22.351269] Epoch: [213] [2860/2904] eta: 0:00:33 lr: 0.002103 loss: 0.1829 (0.1954) loss_rec_all: 0.2088 (0.2213) loss_rec_sfr: 0.2647 (0.2875) loss_cl: -0.2793 (-0.2788) time: 0.7450 data: 0.0001 max mem: 29860 [01:36:37.247765] Epoch: [213] [2880/2904] eta: 0:00:18 lr: 0.002103 loss: 0.1827 (0.1953) loss_rec_all: 0.2089 (0.2212) loss_rec_sfr: 0.2612 (0.2873) loss_cl: -0.2785 (-0.2788) time: 0.7448 data: 0.0001 max mem: 29860 [01:36:52.140420] Epoch: [213] [2900/2904] eta: 0:00:03 lr: 0.002103 loss: 0.1818 (0.1953) loss_rec_all: 0.2078 (0.2212) loss_rec_sfr: 0.2654 (0.2873) loss_cl: -0.2790 (-0.2788) time: 0.7446 data: 0.0001 max mem: 29860 [01:36:54.380112] Epoch: [213] [2903/2904] eta: 0:00:00 lr: 0.002103 loss: 0.1799 (0.1953) loss_rec_all: 0.2060 (0.2212) loss_rec_sfr: 0.2653 (0.2873) loss_cl: -0.2790 (-0.2788) time: 0.7445 data: 0.0001 max mem: 29860 [01:36:56.434623] Epoch: [213] Total time: 0:36:25 (0.7527 s / it) [01:36:56.437368] Averaged stats: lr: 0.002103 loss: 0.1799 (0.1977) loss_rec_all: 0.2060 (0.2213) loss_rec_sfr: 0.2653 (0.2877) loss_cl: -0.2790 (-0.2556) [01:36:56.442792] log_dir: ./checkpoint/VF2_ViT-B [01:37:13.378744] Epoch: [214] [ 0/2904] eta: 13:39:39 lr: 0.002103 loss: 0.1885 (0.1885) loss_rec_all: 0.2145 (0.2145) loss_rec_sfr: 0.2476 (0.2476) loss_cl: -0.2781 (-0.2781) time: 16.9352 data: 16.2037 max mem: 29860 [01:37:30.052206] Epoch: [214] [ 20/2904] eta: 1:16:55 lr: 0.002103 loss: 0.1901 (0.2001) loss_rec_all: 0.2162 (0.2259) loss_rec_sfr: 0.2655 (0.2968) loss_cl: -0.2792 (-0.2790) time: 0.8336 data: 0.0002 max mem: 29860 [01:37:44.923740] Epoch: [214] [ 40/2904] eta: 0:56:26 lr: 0.002103 loss: 0.1843 (0.1967) loss_rec_all: 0.2104 (0.2225) loss_rec_sfr: 0.2675 (0.2928) loss_cl: -0.2786 (-0.2788) time: 0.7435 data: 0.0002 max mem: 29860 [01:37:59.803493] Epoch: [214] [ 60/2904] eta: 0:49:13 lr: 0.002103 loss: 0.1833 (0.1994) loss_rec_all: 0.2093 (0.2251) loss_rec_sfr: 0.2669 (0.3019) loss_cl: -0.2788 (-0.2788) time: 0.7439 data: 0.0002 max mem: 29860 [01:38:14.697381] Epoch: [214] [ 80/2904] eta: 0:45:28 lr: 0.002103 loss: 0.1911 (0.2007) loss_rec_all: 0.2171 (0.2264) loss_rec_sfr: 0.2808 (0.3091) loss_cl: -0.2785 (-0.2787) time: 0.7446 data: 0.0002 max mem: 29860 [01:38:29.619526] Epoch: [214] [ 100/2904] eta: 0:43:06 lr: 0.002103 loss: 0.1860 (0.2000) loss_rec_all: 0.2118 (0.2258) loss_rec_sfr: 0.2679 (0.3058) loss_cl: -0.2784 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [01:38:44.510725] Epoch: [214] [ 120/2904] eta: 0:41:26 lr: 0.002103 loss: 0.1814 (0.1991) loss_rec_all: 0.2078 (0.2248) loss_rec_sfr: 0.2694 (0.3034) loss_cl: -0.2791 (-0.2787) time: 0.7445 data: 0.0002 max mem: 29860 [01:38:59.402360] Epoch: [214] [ 140/2904] eta: 0:40:10 lr: 0.002103 loss: 0.1866 (0.1988) loss_rec_all: 0.2127 (0.2246) loss_rec_sfr: 0.2648 (0.3013) loss_cl: -0.2794 (-0.2788) time: 0.7445 data: 0.0002 max mem: 29860 [01:39:14.296454] Epoch: [214] [ 160/2904] eta: 0:39:09 lr: 0.002103 loss: 0.1849 (0.1988) loss_rec_all: 0.2107 (0.2246) loss_rec_sfr: 0.2745 (0.3021) loss_cl: -0.2790 (-0.2788) time: 0.7447 data: 0.0002 max mem: 29860 [01:39:29.204812] Epoch: [214] [ 180/2904] eta: 0:38:18 lr: 0.002103 loss: 0.1810 (0.1979) loss_rec_all: 0.2072 (0.2236) loss_rec_sfr: 0.2708 (0.2998) loss_cl: -0.2783 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [01:39:44.121652] Epoch: [214] [ 200/2904] eta: 0:37:35 lr: 0.002103 loss: 0.1860 (0.1982) loss_rec_all: 0.2125 (0.2240) loss_rec_sfr: 0.2703 (0.3003) loss_cl: -0.2782 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [01:39:59.046171] Epoch: [214] [ 220/2904] eta: 0:36:57 lr: 0.002103 loss: 0.1857 (0.1973) loss_rec_all: 0.2118 (0.2231) loss_rec_sfr: 0.2706 (0.2975) loss_cl: -0.2786 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [01:40:13.988590] Epoch: [214] [ 240/2904] eta: 0:36:23 lr: 0.002102 loss: 0.1872 (0.1967) loss_rec_all: 0.2133 (0.2225) loss_rec_sfr: 0.2671 (0.2948) loss_cl: -0.2789 (-0.2787) time: 0.7471 data: 0.0002 max mem: 29860 [01:40:28.921598] Epoch: [214] [ 260/2904] eta: 0:35:52 lr: 0.002102 loss: 0.1810 (0.1964) loss_rec_all: 0.2075 (0.2223) loss_rec_sfr: 0.2309 (0.2925) loss_cl: -0.2792 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [01:40:43.851392] Epoch: [214] [ 280/2904] eta: 0:35:23 lr: 0.002102 loss: 0.1817 (0.1959) loss_rec_all: 0.2078 (0.2217) loss_rec_sfr: 0.2491 (0.2905) loss_cl: -0.2790 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [01:40:58.775460] Epoch: [214] [ 300/2904] eta: 0:34:56 lr: 0.002102 loss: 0.1847 (0.1957) loss_rec_all: 0.2109 (0.2215) loss_rec_sfr: 0.2560 (0.2891) loss_cl: -0.2786 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [01:41:13.704396] Epoch: [214] [ 320/2904] eta: 0:34:30 lr: 0.002102 loss: 0.1838 (0.1954) loss_rec_all: 0.2096 (0.2213) loss_rec_sfr: 0.2643 (0.2879) loss_cl: -0.2793 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [01:41:28.623324] Epoch: [214] [ 340/2904] eta: 0:34:06 lr: 0.002102 loss: 0.1905 (0.1961) loss_rec_all: 0.2168 (0.2219) loss_rec_sfr: 0.2685 (0.2895) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [01:41:43.575398] Epoch: [214] [ 360/2904] eta: 0:33:43 lr: 0.002102 loss: 0.1809 (0.1958) loss_rec_all: 0.2073 (0.2216) loss_rec_sfr: 0.2719 (0.2889) loss_cl: -0.2791 (-0.2788) time: 0.7476 data: 0.0002 max mem: 29860 [01:41:58.499669] Epoch: [214] [ 380/2904] eta: 0:33:20 lr: 0.002102 loss: 0.1840 (0.1957) loss_rec_all: 0.2100 (0.2216) loss_rec_sfr: 0.2735 (0.2892) loss_cl: -0.2799 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [01:42:13.423134] Epoch: [214] [ 400/2904] eta: 0:32:59 lr: 0.002102 loss: 0.1850 (0.1954) loss_rec_all: 0.2112 (0.2213) loss_rec_sfr: 0.2323 (0.2878) loss_cl: -0.2778 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [01:42:28.348500] Epoch: [214] [ 420/2904] eta: 0:32:38 lr: 0.002102 loss: 0.1841 (0.1953) loss_rec_all: 0.2104 (0.2211) loss_rec_sfr: 0.2394 (0.2873) loss_cl: -0.2782 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [01:42:43.272655] Epoch: [214] [ 440/2904] eta: 0:32:17 lr: 0.002102 loss: 0.1864 (0.1956) loss_rec_all: 0.2124 (0.2214) loss_rec_sfr: 0.2757 (0.2883) loss_cl: -0.2785 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [01:42:58.191468] Epoch: [214] [ 460/2904] eta: 0:31:57 lr: 0.002102 loss: 0.1848 (0.1953) loss_rec_all: 0.2113 (0.2212) loss_rec_sfr: 0.2621 (0.2875) loss_cl: -0.2788 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [01:43:13.112383] Epoch: [214] [ 480/2904] eta: 0:31:38 lr: 0.002102 loss: 0.1867 (0.1956) loss_rec_all: 0.2127 (0.2215) loss_rec_sfr: 0.2609 (0.2884) loss_cl: -0.2791 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [01:43:28.031647] Epoch: [214] [ 500/2904] eta: 0:31:18 lr: 0.002102 loss: 0.1879 (0.1954) loss_rec_all: 0.2138 (0.2213) loss_rec_sfr: 0.2608 (0.2873) loss_cl: -0.2794 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [01:43:42.951371] Epoch: [214] [ 520/2904] eta: 0:30:59 lr: 0.002102 loss: 0.1833 (0.1953) loss_rec_all: 0.2094 (0.2212) loss_rec_sfr: 0.2619 (0.2870) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [01:43:57.869761] Epoch: [214] [ 540/2904] eta: 0:30:41 lr: 0.002102 loss: 0.1839 (0.1954) loss_rec_all: 0.2102 (0.2213) loss_rec_sfr: 0.2744 (0.2874) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [01:44:12.790290] Epoch: [214] [ 560/2904] eta: 0:30:23 lr: 0.002102 loss: 0.1830 (0.1952) loss_rec_all: 0.2092 (0.2210) loss_rec_sfr: 0.2674 (0.2866) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [01:44:27.716421] Epoch: [214] [ 580/2904] eta: 0:30:04 lr: 0.002102 loss: 0.1852 (0.1951) loss_rec_all: 0.2116 (0.2210) loss_rec_sfr: 0.2600 (0.2862) loss_cl: -0.2786 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [01:44:42.636835] Epoch: [214] [ 600/2904] eta: 0:29:47 lr: 0.002102 loss: 0.1838 (0.1951) loss_rec_all: 0.2099 (0.2209) loss_rec_sfr: 0.2343 (0.2858) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [01:44:57.560526] Epoch: [214] [ 620/2904] eta: 0:29:29 lr: 0.002102 loss: 0.1857 (0.1950) loss_rec_all: 0.2115 (0.2209) loss_rec_sfr: 0.2749 (0.2859) loss_cl: -0.2782 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [01:45:12.489024] Epoch: [214] [ 640/2904] eta: 0:29:11 lr: 0.002102 loss: 0.1807 (0.1950) loss_rec_all: 0.2072 (0.2209) loss_rec_sfr: 0.2720 (0.2861) loss_cl: -0.2790 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [01:45:27.407782] Epoch: [214] [ 660/2904] eta: 0:28:54 lr: 0.002102 loss: 0.1862 (0.1952) loss_rec_all: 0.2121 (0.2210) loss_rec_sfr: 0.2690 (0.2864) loss_cl: -0.2801 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [01:45:42.320295] Epoch: [214] [ 680/2904] eta: 0:28:37 lr: 0.002102 loss: 0.1879 (0.1951) loss_rec_all: 0.2138 (0.2210) loss_rec_sfr: 0.2714 (0.2861) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [01:45:57.239959] Epoch: [214] [ 700/2904] eta: 0:28:20 lr: 0.002102 loss: 0.1789 (0.1949) loss_rec_all: 0.2048 (0.2208) loss_rec_sfr: 0.2619 (0.2857) loss_cl: -0.2784 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [01:46:12.165405] Epoch: [214] [ 720/2904] eta: 0:28:03 lr: 0.002102 loss: 0.1851 (0.1948) loss_rec_all: 0.2111 (0.2207) loss_rec_sfr: 0.2411 (0.2851) loss_cl: -0.2784 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [01:46:27.088885] Epoch: [214] [ 740/2904] eta: 0:27:46 lr: 0.002102 loss: 0.1854 (0.1949) loss_rec_all: 0.2117 (0.2208) loss_rec_sfr: 0.2665 (0.2853) loss_cl: -0.2786 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [01:46:42.010558] Epoch: [214] [ 760/2904] eta: 0:27:29 lr: 0.002102 loss: 0.1829 (0.1949) loss_rec_all: 0.2095 (0.2208) loss_rec_sfr: 0.2295 (0.2851) loss_cl: -0.2802 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [01:46:56.926337] Epoch: [214] [ 780/2904] eta: 0:27:12 lr: 0.002102 loss: 0.1849 (0.1949) loss_rec_all: 0.2111 (0.2208) loss_rec_sfr: 0.2544 (0.2851) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [01:47:11.845460] Epoch: [214] [ 800/2904] eta: 0:26:56 lr: 0.002102 loss: 0.1867 (0.1950) loss_rec_all: 0.2123 (0.2209) loss_rec_sfr: 0.2716 (0.2856) loss_cl: -0.2781 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [01:47:26.767298] Epoch: [214] [ 820/2904] eta: 0:26:39 lr: 0.002102 loss: 0.1804 (0.1949) loss_rec_all: 0.2070 (0.2208) loss_rec_sfr: 0.2698 (0.2856) loss_cl: -0.2792 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [01:47:41.679831] Epoch: [214] [ 840/2904] eta: 0:26:23 lr: 0.002102 loss: 0.1825 (0.1949) loss_rec_all: 0.2090 (0.2207) loss_rec_sfr: 0.2799 (0.2856) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [01:47:56.597043] Epoch: [214] [ 860/2904] eta: 0:26:07 lr: 0.002102 loss: 0.1838 (0.1949) loss_rec_all: 0.2099 (0.2208) loss_rec_sfr: 0.2662 (0.2858) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [01:48:11.517750] Epoch: [214] [ 880/2904] eta: 0:25:50 lr: 0.002102 loss: 0.1825 (0.1948) loss_rec_all: 0.2086 (0.2207) loss_rec_sfr: 0.2629 (0.2854) loss_cl: -0.2791 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [01:48:26.432422] Epoch: [214] [ 900/2904] eta: 0:25:34 lr: 0.002102 loss: 0.1877 (0.1948) loss_rec_all: 0.2138 (0.2206) loss_rec_sfr: 0.2578 (0.2852) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [01:48:41.346701] Epoch: [214] [ 920/2904] eta: 0:25:18 lr: 0.002102 loss: 0.1885 (0.1948) loss_rec_all: 0.2144 (0.2207) loss_rec_sfr: 0.2706 (0.2852) loss_cl: -0.2781 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [01:48:56.261628] Epoch: [214] [ 940/2904] eta: 0:25:02 lr: 0.002102 loss: 0.1854 (0.1949) loss_rec_all: 0.2114 (0.2208) loss_rec_sfr: 0.2650 (0.2853) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [01:49:11.174645] Epoch: [214] [ 960/2904] eta: 0:24:46 lr: 0.002102 loss: 0.1824 (0.1946) loss_rec_all: 0.2085 (0.2205) loss_rec_sfr: 0.2315 (0.2845) loss_cl: -0.2783 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [01:49:26.093442] Epoch: [214] [ 980/2904] eta: 0:24:30 lr: 0.002102 loss: 0.1855 (0.1948) loss_rec_all: 0.2114 (0.2206) loss_rec_sfr: 0.2751 (0.2850) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [01:49:41.014265] Epoch: [214] [1000/2904] eta: 0:24:14 lr: 0.002102 loss: 0.1831 (0.1946) loss_rec_all: 0.2089 (0.2205) loss_rec_sfr: 0.2624 (0.2847) loss_cl: -0.2795 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [01:49:55.932667] Epoch: [214] [1020/2904] eta: 0:23:58 lr: 0.002102 loss: 0.1817 (0.1944) loss_rec_all: 0.2078 (0.2203) loss_rec_sfr: 0.2337 (0.2841) loss_cl: -0.2797 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [01:50:10.852971] Epoch: [214] [1040/2904] eta: 0:23:42 lr: 0.002102 loss: 0.1893 (0.1945) loss_rec_all: 0.2154 (0.2204) loss_rec_sfr: 0.2679 (0.2843) loss_cl: -0.2793 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [01:50:25.770029] Epoch: [214] [1060/2904] eta: 0:23:26 lr: 0.002102 loss: 0.1820 (0.1943) loss_rec_all: 0.2079 (0.2202) loss_rec_sfr: 0.2780 (0.2840) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [01:50:40.693626] Epoch: [214] [1080/2904] eta: 0:23:10 lr: 0.002102 loss: 0.1831 (0.1942) loss_rec_all: 0.2089 (0.2201) loss_rec_sfr: 0.2623 (0.2834) loss_cl: -0.2787 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [01:50:55.612422] Epoch: [214] [1100/2904] eta: 0:22:54 lr: 0.002102 loss: 0.1857 (0.1941) loss_rec_all: 0.2117 (0.2200) loss_rec_sfr: 0.2639 (0.2832) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [01:51:10.530654] Epoch: [214] [1120/2904] eta: 0:22:39 lr: 0.002101 loss: 0.1813 (0.1940) loss_rec_all: 0.2075 (0.2199) loss_rec_sfr: 0.2789 (0.2830) loss_cl: -0.2798 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [01:51:25.451623] Epoch: [214] [1140/2904] eta: 0:22:23 lr: 0.002101 loss: 0.1861 (0.1939) loss_rec_all: 0.2122 (0.2198) loss_rec_sfr: 0.2593 (0.2828) loss_cl: -0.2791 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [01:51:40.370341] Epoch: [214] [1160/2904] eta: 0:22:07 lr: 0.002101 loss: 0.1857 (0.1940) loss_rec_all: 0.2117 (0.2199) loss_rec_sfr: 0.2598 (0.2828) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [01:51:55.287006] Epoch: [214] [1180/2904] eta: 0:21:52 lr: 0.002101 loss: 0.1853 (0.1941) loss_rec_all: 0.2116 (0.2200) loss_rec_sfr: 0.2760 (0.2832) loss_cl: -0.2794 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [01:52:10.216504] Epoch: [214] [1200/2904] eta: 0:21:36 lr: 0.002101 loss: 0.1837 (0.1941) loss_rec_all: 0.2100 (0.2200) loss_rec_sfr: 0.2636 (0.2831) loss_cl: -0.2793 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [01:52:25.141623] Epoch: [214] [1220/2904] eta: 0:21:20 lr: 0.002101 loss: 0.1801 (0.1941) loss_rec_all: 0.2061 (0.2200) loss_rec_sfr: 0.2729 (0.2832) loss_cl: -0.2793 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [01:52:40.062179] Epoch: [214] [1240/2904] eta: 0:21:05 lr: 0.002101 loss: 0.1852 (0.1942) loss_rec_all: 0.2112 (0.2201) loss_rec_sfr: 0.2807 (0.2838) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [01:52:54.976333] Epoch: [214] [1260/2904] eta: 0:20:49 lr: 0.002101 loss: 0.1831 (0.1941) loss_rec_all: 0.2091 (0.2200) loss_rec_sfr: 0.2323 (0.2833) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [01:53:09.893761] Epoch: [214] [1280/2904] eta: 0:20:34 lr: 0.002101 loss: 0.1844 (0.1942) loss_rec_all: 0.2111 (0.2201) loss_rec_sfr: 0.2802 (0.2838) loss_cl: -0.2794 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [01:53:24.814850] Epoch: [214] [1300/2904] eta: 0:20:18 lr: 0.002101 loss: 0.1823 (0.1941) loss_rec_all: 0.2082 (0.2200) loss_rec_sfr: 0.2717 (0.2836) loss_cl: -0.2793 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [01:53:39.733060] Epoch: [214] [1320/2904] eta: 0:20:02 lr: 0.002101 loss: 0.1836 (0.1941) loss_rec_all: 0.2099 (0.2200) loss_rec_sfr: 0.2634 (0.2837) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [01:53:54.650740] Epoch: [214] [1340/2904] eta: 0:19:47 lr: 0.002101 loss: 0.1897 (0.1943) loss_rec_all: 0.2155 (0.2202) loss_rec_sfr: 0.2819 (0.2844) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [01:54:09.571696] Epoch: [214] [1360/2904] eta: 0:19:31 lr: 0.002101 loss: 0.1836 (0.1944) loss_rec_all: 0.2095 (0.2203) loss_rec_sfr: 0.2793 (0.2847) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [01:54:24.492804] Epoch: [214] [1380/2904] eta: 0:19:16 lr: 0.002101 loss: 0.1873 (0.1944) loss_rec_all: 0.2136 (0.2203) loss_rec_sfr: 0.2570 (0.2846) loss_cl: -0.2791 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [01:54:39.415715] Epoch: [214] [1400/2904] eta: 0:19:01 lr: 0.002101 loss: 0.1829 (0.1943) loss_rec_all: 0.2089 (0.2202) loss_rec_sfr: 0.2657 (0.2844) loss_cl: -0.2783 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [01:54:54.333549] Epoch: [214] [1420/2904] eta: 0:18:45 lr: 0.002101 loss: 0.1862 (0.1943) loss_rec_all: 0.2123 (0.2202) loss_rec_sfr: 0.2678 (0.2842) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [01:55:09.253399] Epoch: [214] [1440/2904] eta: 0:18:30 lr: 0.002101 loss: 0.1830 (0.1943) loss_rec_all: 0.2088 (0.2202) loss_rec_sfr: 0.2765 (0.2844) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [01:55:24.167972] Epoch: [214] [1460/2904] eta: 0:18:14 lr: 0.002101 loss: 0.1864 (0.1945) loss_rec_all: 0.2124 (0.2204) loss_rec_sfr: 0.2764 (0.2850) loss_cl: -0.2781 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [01:55:39.084451] Epoch: [214] [1480/2904] eta: 0:17:59 lr: 0.002101 loss: 0.1879 (0.1945) loss_rec_all: 0.2138 (0.2204) loss_rec_sfr: 0.2709 (0.2850) loss_cl: -0.2783 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [01:55:54.005638] Epoch: [214] [1500/2904] eta: 0:17:43 lr: 0.002101 loss: 0.1835 (0.1945) loss_rec_all: 0.2100 (0.2203) loss_rec_sfr: 0.2657 (0.2848) loss_cl: -0.2794 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [01:56:08.938831] Epoch: [214] [1520/2904] eta: 0:17:28 lr: 0.002101 loss: 0.1877 (0.1945) loss_rec_all: 0.2137 (0.2204) loss_rec_sfr: 0.2683 (0.2849) loss_cl: -0.2794 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [01:56:23.857493] Epoch: [214] [1540/2904] eta: 0:17:13 lr: 0.002101 loss: 0.1861 (0.1944) loss_rec_all: 0.2124 (0.2203) loss_rec_sfr: 0.2646 (0.2847) loss_cl: -0.2777 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [01:56:38.773398] Epoch: [214] [1560/2904] eta: 0:16:57 lr: 0.002101 loss: 0.1857 (0.1944) loss_rec_all: 0.2114 (0.2203) loss_rec_sfr: 0.2678 (0.2846) loss_cl: -0.2782 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [01:56:53.694320] Epoch: [214] [1580/2904] eta: 0:16:42 lr: 0.002101 loss: 0.1834 (0.1943) loss_rec_all: 0.2094 (0.2202) loss_rec_sfr: 0.2638 (0.2843) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [01:57:08.604064] Epoch: [214] [1600/2904] eta: 0:16:27 lr: 0.002101 loss: 0.1866 (0.1944) loss_rec_all: 0.2125 (0.2203) loss_rec_sfr: 0.2744 (0.2845) loss_cl: -0.2800 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [01:57:23.529004] Epoch: [214] [1620/2904] eta: 0:16:11 lr: 0.002101 loss: 0.1875 (0.1944) loss_rec_all: 0.2139 (0.2203) loss_rec_sfr: 0.2715 (0.2847) loss_cl: -0.2785 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [01:57:38.439230] Epoch: [214] [1640/2904] eta: 0:15:56 lr: 0.002101 loss: 0.1830 (0.1945) loss_rec_all: 0.2089 (0.2204) loss_rec_sfr: 0.2752 (0.2849) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [01:57:53.362496] Epoch: [214] [1660/2904] eta: 0:15:41 lr: 0.002101 loss: 0.1848 (0.1946) loss_rec_all: 0.2112 (0.2204) loss_rec_sfr: 0.2716 (0.2852) loss_cl: -0.2780 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [01:58:08.283224] Epoch: [214] [1680/2904] eta: 0:15:26 lr: 0.002101 loss: 0.1894 (0.1947) loss_rec_all: 0.2154 (0.2206) loss_rec_sfr: 0.2763 (0.2856) loss_cl: -0.2783 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [01:58:23.197753] Epoch: [214] [1700/2904] eta: 0:15:10 lr: 0.002101 loss: 0.1831 (0.1946) loss_rec_all: 0.2090 (0.2205) loss_rec_sfr: 0.2672 (0.2855) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [01:58:38.109156] Epoch: [214] [1720/2904] eta: 0:14:55 lr: 0.002101 loss: 0.1837 (0.1946) loss_rec_all: 0.2098 (0.2204) loss_rec_sfr: 0.2734 (0.2854) loss_cl: -0.2793 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [01:58:53.024815] Epoch: [214] [1740/2904] eta: 0:14:40 lr: 0.002101 loss: 0.1859 (0.1946) loss_rec_all: 0.2119 (0.2205) loss_rec_sfr: 0.2749 (0.2858) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [01:59:07.940719] Epoch: [214] [1760/2904] eta: 0:14:24 lr: 0.002101 loss: 0.1886 (0.1947) loss_rec_all: 0.2146 (0.2205) loss_rec_sfr: 0.2694 (0.2858) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [01:59:22.867155] Epoch: [214] [1780/2904] eta: 0:14:09 lr: 0.002101 loss: 0.1862 (0.1946) loss_rec_all: 0.2127 (0.2205) loss_rec_sfr: 0.2759 (0.2857) loss_cl: -0.2794 (-0.2788) time: 0.7463 data: 0.0003 max mem: 29860 [01:59:37.791583] Epoch: [214] [1800/2904] eta: 0:13:54 lr: 0.002101 loss: 0.1878 (0.1946) loss_rec_all: 0.2140 (0.2205) loss_rec_sfr: 0.2662 (0.2857) loss_cl: -0.2795 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [01:59:52.710075] Epoch: [214] [1820/2904] eta: 0:13:39 lr: 0.002101 loss: 0.1872 (0.1947) loss_rec_all: 0.2132 (0.2206) loss_rec_sfr: 0.2699 (0.2859) loss_cl: -0.2794 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [02:00:07.637777] Epoch: [214] [1840/2904] eta: 0:13:23 lr: 0.002101 loss: 0.1873 (0.1947) loss_rec_all: 0.2131 (0.2206) loss_rec_sfr: 0.2788 (0.2861) loss_cl: -0.2779 (-0.2788) time: 0.7463 data: 0.0003 max mem: 29860 [02:00:22.571738] Epoch: [214] [1860/2904] eta: 0:13:08 lr: 0.002101 loss: 0.1907 (0.1948) loss_rec_all: 0.2167 (0.2207) loss_rec_sfr: 0.2732 (0.2863) loss_cl: -0.2783 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [02:00:37.502469] Epoch: [214] [1880/2904] eta: 0:12:53 lr: 0.002101 loss: 0.1833 (0.1947) loss_rec_all: 0.2098 (0.2206) loss_rec_sfr: 0.2606 (0.2859) loss_cl: -0.2803 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [02:00:52.422351] Epoch: [214] [1900/2904] eta: 0:12:38 lr: 0.002101 loss: 0.1854 (0.1947) loss_rec_all: 0.2115 (0.2206) loss_rec_sfr: 0.2751 (0.2861) loss_cl: -0.2794 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [02:01:07.345132] Epoch: [214] [1920/2904] eta: 0:12:23 lr: 0.002101 loss: 0.1849 (0.1947) loss_rec_all: 0.2111 (0.2206) loss_rec_sfr: 0.2646 (0.2860) loss_cl: -0.2784 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [02:01:22.256696] Epoch: [214] [1940/2904] eta: 0:12:07 lr: 0.002101 loss: 0.1876 (0.1948) loss_rec_all: 0.2137 (0.2207) loss_rec_sfr: 0.2710 (0.2862) loss_cl: -0.2780 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [02:01:37.175527] Epoch: [214] [1960/2904] eta: 0:11:52 lr: 0.002101 loss: 0.1822 (0.1947) loss_rec_all: 0.2083 (0.2206) loss_rec_sfr: 0.2675 (0.2861) loss_cl: -0.2797 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [02:01:52.093440] Epoch: [214] [1980/2904] eta: 0:11:37 lr: 0.002101 loss: 0.1869 (0.1947) loss_rec_all: 0.2131 (0.2206) loss_rec_sfr: 0.2609 (0.2860) loss_cl: -0.2799 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [02:02:07.009614] Epoch: [214] [2000/2904] eta: 0:11:22 lr: 0.002100 loss: 0.1857 (0.1947) loss_rec_all: 0.2121 (0.2206) loss_rec_sfr: 0.2497 (0.2858) loss_cl: -0.2783 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [02:02:21.930015] Epoch: [214] [2020/2904] eta: 0:11:07 lr: 0.002100 loss: 0.1868 (0.1947) loss_rec_all: 0.2131 (0.2206) loss_rec_sfr: 0.2673 (0.2857) loss_cl: -0.2782 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [02:02:36.845759] Epoch: [214] [2040/2904] eta: 0:10:52 lr: 0.002100 loss: 0.1850 (0.1947) loss_rec_all: 0.2107 (0.2206) loss_rec_sfr: 0.2747 (0.2857) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [02:02:51.755996] Epoch: [214] [2060/2904] eta: 0:10:36 lr: 0.002100 loss: 0.1943 (0.1948) loss_rec_all: 0.2203 (0.2207) loss_rec_sfr: 0.2925 (0.2862) loss_cl: -0.2795 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [02:03:06.668956] Epoch: [214] [2080/2904] eta: 0:10:21 lr: 0.002100 loss: 0.1843 (0.1948) loss_rec_all: 0.2103 (0.2207) loss_rec_sfr: 0.2682 (0.2862) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [02:03:21.588792] Epoch: [214] [2100/2904] eta: 0:10:06 lr: 0.002100 loss: 0.1890 (0.1948) loss_rec_all: 0.2150 (0.2207) loss_rec_sfr: 0.2656 (0.2862) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [02:03:36.506028] Epoch: [214] [2120/2904] eta: 0:09:51 lr: 0.002100 loss: 0.1854 (0.1948) loss_rec_all: 0.2114 (0.2207) loss_rec_sfr: 0.2609 (0.2861) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [02:03:51.432373] Epoch: [214] [2140/2904] eta: 0:09:36 lr: 0.002100 loss: 0.1826 (0.1948) loss_rec_all: 0.2084 (0.2207) loss_rec_sfr: 0.2580 (0.2862) loss_cl: -0.2778 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [02:04:06.353515] Epoch: [214] [2160/2904] eta: 0:09:21 lr: 0.002100 loss: 0.1834 (0.1949) loss_rec_all: 0.2095 (0.2207) loss_rec_sfr: 0.2653 (0.2861) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [02:04:21.267159] Epoch: [214] [2180/2904] eta: 0:09:05 lr: 0.002100 loss: 0.1873 (0.1948) loss_rec_all: 0.2136 (0.2207) loss_rec_sfr: 0.2696 (0.2860) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [02:04:36.188296] Epoch: [214] [2200/2904] eta: 0:08:50 lr: 0.002100 loss: 0.1847 (0.1948) loss_rec_all: 0.2106 (0.2207) loss_rec_sfr: 0.2660 (0.2860) loss_cl: -0.2798 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [02:04:51.113320] Epoch: [214] [2220/2904] eta: 0:08:35 lr: 0.002100 loss: 0.1831 (0.1949) loss_rec_all: 0.2093 (0.2208) loss_rec_sfr: 0.2444 (0.2863) loss_cl: -0.2787 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [02:05:06.028654] Epoch: [214] [2240/2904] eta: 0:08:20 lr: 0.002100 loss: 0.1813 (0.1948) loss_rec_all: 0.2078 (0.2207) loss_rec_sfr: 0.2610 (0.2860) loss_cl: -0.2782 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [02:05:20.945483] Epoch: [214] [2260/2904] eta: 0:08:05 lr: 0.002100 loss: 0.1927 (0.1949) loss_rec_all: 0.2188 (0.2208) loss_rec_sfr: 0.2690 (0.2862) loss_cl: -0.2795 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [02:05:35.870930] Epoch: [214] [2280/2904] eta: 0:07:50 lr: 0.002100 loss: 0.1859 (0.1949) loss_rec_all: 0.2117 (0.2208) loss_rec_sfr: 0.2733 (0.2862) loss_cl: -0.2796 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [02:05:50.789727] Epoch: [214] [2300/2904] eta: 0:07:35 lr: 0.002100 loss: 0.1834 (0.1949) loss_rec_all: 0.2094 (0.2208) loss_rec_sfr: 0.2657 (0.2861) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [02:06:05.707515] Epoch: [214] [2320/2904] eta: 0:07:20 lr: 0.002100 loss: 0.1866 (0.1949) loss_rec_all: 0.2125 (0.2208) loss_rec_sfr: 0.2740 (0.2862) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [02:06:20.627411] Epoch: [214] [2340/2904] eta: 0:07:05 lr: 0.002100 loss: 0.1956 (0.1950) loss_rec_all: 0.2217 (0.2209) loss_rec_sfr: 0.2742 (0.2865) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [02:06:35.547584] Epoch: [214] [2360/2904] eta: 0:06:49 lr: 0.002100 loss: 0.1866 (0.1950) loss_rec_all: 0.2124 (0.2209) loss_rec_sfr: 0.2702 (0.2866) loss_cl: -0.2791 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [02:06:50.467321] Epoch: [214] [2380/2904] eta: 0:06:34 lr: 0.002100 loss: 0.1899 (0.1950) loss_rec_all: 0.2159 (0.2209) loss_rec_sfr: 0.2745 (0.2867) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [02:07:05.383719] Epoch: [214] [2400/2904] eta: 0:06:19 lr: 0.002100 loss: 0.1857 (0.1950) loss_rec_all: 0.2116 (0.2209) loss_rec_sfr: 0.2692 (0.2867) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [02:07:20.304737] Epoch: [214] [2420/2904] eta: 0:06:04 lr: 0.002100 loss: 0.1895 (0.1950) loss_rec_all: 0.2153 (0.2209) loss_rec_sfr: 0.2680 (0.2866) loss_cl: -0.2783 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [02:07:35.225119] Epoch: [214] [2440/2904] eta: 0:05:49 lr: 0.002100 loss: 0.1852 (0.1950) loss_rec_all: 0.2116 (0.2209) loss_rec_sfr: 0.2686 (0.2867) loss_cl: -0.2793 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [02:07:50.141953] Epoch: [214] [2460/2904] eta: 0:05:34 lr: 0.002100 loss: 0.1826 (0.1950) loss_rec_all: 0.2089 (0.2209) loss_rec_sfr: 0.2671 (0.2866) loss_cl: -0.2794 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [02:08:05.060540] Epoch: [214] [2480/2904] eta: 0:05:19 lr: 0.002100 loss: 0.1835 (0.1949) loss_rec_all: 0.2094 (0.2208) loss_rec_sfr: 0.2717 (0.2863) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [02:08:19.979579] Epoch: [214] [2500/2904] eta: 0:05:04 lr: 0.002100 loss: 0.1825 (0.1949) loss_rec_all: 0.2084 (0.2208) loss_rec_sfr: 0.2650 (0.2863) loss_cl: -0.2778 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [02:08:34.899640] Epoch: [214] [2520/2904] eta: 0:04:49 lr: 0.002100 loss: 0.1847 (0.1949) loss_rec_all: 0.2111 (0.2207) loss_rec_sfr: 0.2711 (0.2862) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [02:08:49.819193] Epoch: [214] [2540/2904] eta: 0:04:34 lr: 0.002100 loss: 0.1877 (0.1949) loss_rec_all: 0.2140 (0.2207) loss_rec_sfr: 0.2716 (0.2862) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [02:09:04.733398] Epoch: [214] [2560/2904] eta: 0:04:18 lr: 0.002100 loss: 0.1852 (0.1949) loss_rec_all: 0.2117 (0.2208) loss_rec_sfr: 0.2687 (0.2863) loss_cl: -0.2799 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [02:09:19.651698] Epoch: [214] [2580/2904] eta: 0:04:03 lr: 0.002100 loss: 0.1847 (0.1949) loss_rec_all: 0.2110 (0.2208) loss_rec_sfr: 0.2788 (0.2864) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [02:09:34.566077] Epoch: [214] [2600/2904] eta: 0:03:48 lr: 0.002100 loss: 0.1878 (0.1950) loss_rec_all: 0.2137 (0.2208) loss_rec_sfr: 0.2677 (0.2866) loss_cl: -0.2777 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [02:09:49.486098] Epoch: [214] [2620/2904] eta: 0:03:33 lr: 0.002100 loss: 0.1867 (0.1950) loss_rec_all: 0.2132 (0.2209) loss_rec_sfr: 0.2755 (0.2867) loss_cl: -0.2794 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [02:10:04.397704] Epoch: [214] [2640/2904] eta: 0:03:18 lr: 0.002100 loss: 0.1984 (0.1952) loss_rec_all: 0.2246 (0.2210) loss_rec_sfr: 0.2898 (0.2872) loss_cl: -0.2785 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [02:10:19.318338] Epoch: [214] [2660/2904] eta: 0:03:03 lr: 0.002100 loss: 0.1844 (0.1952) loss_rec_all: 0.2107 (0.2211) loss_rec_sfr: 0.2710 (0.2873) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [02:10:34.238018] Epoch: [214] [2680/2904] eta: 0:02:48 lr: 0.002100 loss: 0.1853 (0.1952) loss_rec_all: 0.2113 (0.2210) loss_rec_sfr: 0.2676 (0.2871) loss_cl: -0.2797 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [02:10:49.156286] Epoch: [214] [2700/2904] eta: 0:02:33 lr: 0.002100 loss: 0.1888 (0.1952) loss_rec_all: 0.2145 (0.2211) loss_rec_sfr: 0.2697 (0.2873) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [02:11:04.070153] Epoch: [214] [2720/2904] eta: 0:02:18 lr: 0.002100 loss: 0.1869 (0.1952) loss_rec_all: 0.2131 (0.2211) loss_rec_sfr: 0.2711 (0.2873) loss_cl: -0.2797 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [02:11:18.984717] Epoch: [214] [2740/2904] eta: 0:02:03 lr: 0.002100 loss: 0.1826 (0.1952) loss_rec_all: 0.2085 (0.2211) loss_rec_sfr: 0.2693 (0.2873) loss_cl: -0.2781 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [02:11:33.903041] Epoch: [214] [2760/2904] eta: 0:01:48 lr: 0.002100 loss: 0.1902 (0.1953) loss_rec_all: 0.2163 (0.2212) loss_rec_sfr: 0.2800 (0.2877) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [02:11:48.818434] Epoch: [214] [2780/2904] eta: 0:01:33 lr: 0.002100 loss: 0.1839 (0.1952) loss_rec_all: 0.2099 (0.2211) loss_rec_sfr: 0.2522 (0.2875) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [02:12:03.733080] Epoch: [214] [2800/2904] eta: 0:01:18 lr: 0.002100 loss: 0.1838 (0.1953) loss_rec_all: 0.2101 (0.2212) loss_rec_sfr: 0.2858 (0.2877) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [02:12:18.661111] Epoch: [214] [2820/2904] eta: 0:01:03 lr: 0.002100 loss: 0.1851 (0.1953) loss_rec_all: 0.2115 (0.2212) loss_rec_sfr: 0.2724 (0.2877) loss_cl: -0.2797 (-0.2788) time: 0.7463 data: 0.0004 max mem: 29860 [02:12:33.616876] Epoch: [214] [2840/2904] eta: 0:00:48 lr: 0.002100 loss: 0.1888 (0.1953) loss_rec_all: 0.2149 (0.2212) loss_rec_sfr: 0.2568 (0.2877) loss_cl: -0.2790 (-0.2788) time: 0.7477 data: 0.0029 max mem: 29860 [02:12:48.516864] Epoch: [214] [2860/2904] eta: 0:00:33 lr: 0.002100 loss: 0.1819 (0.1953) loss_rec_all: 0.2079 (0.2212) loss_rec_sfr: 0.2729 (0.2877) loss_cl: -0.2788 (-0.2788) time: 0.7449 data: 0.0002 max mem: 29860 [02:13:03.418053] Epoch: [214] [2880/2904] eta: 0:00:18 lr: 0.002100 loss: 0.1883 (0.1953) loss_rec_all: 0.2142 (0.2212) loss_rec_sfr: 0.2694 (0.2877) loss_cl: -0.2795 (-0.2788) time: 0.7450 data: 0.0001 max mem: 29860 [02:13:18.319784] Epoch: [214] [2900/2904] eta: 0:00:03 lr: 0.002099 loss: 0.1897 (0.1954) loss_rec_all: 0.2160 (0.2212) loss_rec_sfr: 0.2529 (0.2877) loss_cl: -0.2788 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [02:13:20.562326] Epoch: [214] [2903/2904] eta: 0:00:00 lr: 0.002099 loss: 0.1885 (0.1954) loss_rec_all: 0.2146 (0.2212) loss_rec_sfr: 0.2529 (0.2877) loss_cl: -0.2783 (-0.2788) time: 0.7451 data: 0.0001 max mem: 29860 [02:13:23.195394] Epoch: [214] Total time: 0:36:26 (0.7530 s / it) [02:13:23.198325] Averaged stats: lr: 0.002099 loss: 0.1885 (0.1975) loss_rec_all: 0.2146 (0.2210) loss_rec_sfr: 0.2529 (0.2877) loss_cl: -0.2783 (-0.2556) [02:13:23.203621] log_dir: ./checkpoint/VF2_ViT-B [02:13:42.268523] Epoch: [215] [ 0/2904] eta: 15:22:38 lr: 0.002099 loss: 0.2471 (0.2471) loss_rec_all: 0.2716 (0.2716) loss_rec_sfr: 0.4625 (0.4625) loss_cl: -0.2775 (-0.2775) time: 19.0627 data: 12.1561 max mem: 29860 [02:13:57.760449] Epoch: [215] [ 20/2904] eta: 1:19:05 lr: 0.002099 loss: 0.1838 (0.1936) loss_rec_all: 0.2100 (0.2194) loss_rec_sfr: 0.2716 (0.2887) loss_cl: -0.2782 (-0.2782) time: 0.7746 data: 0.0243 max mem: 29860 [02:14:12.634886] Epoch: [215] [ 40/2904] eta: 0:57:32 lr: 0.002099 loss: 0.1837 (0.1926) loss_rec_all: 0.2103 (0.2184) loss_rec_sfr: 0.2615 (0.2810) loss_cl: -0.2782 (-0.2783) time: 0.7437 data: 0.0004 max mem: 29860 [02:14:27.509714] Epoch: [215] [ 60/2904] eta: 0:49:57 lr: 0.002099 loss: 0.1826 (0.1918) loss_rec_all: 0.2091 (0.2177) loss_rec_sfr: 0.2634 (0.2790) loss_cl: -0.2797 (-0.2787) time: 0.7437 data: 0.0002 max mem: 29860 [02:14:42.405686] Epoch: [215] [ 80/2904] eta: 0:46:01 lr: 0.002099 loss: 0.1811 (0.1914) loss_rec_all: 0.2073 (0.2174) loss_rec_sfr: 0.2672 (0.2795) loss_cl: -0.2795 (-0.2789) time: 0.7448 data: 0.0003 max mem: 29860 [02:14:57.332770] Epoch: [215] [ 100/2904] eta: 0:43:33 lr: 0.002099 loss: 0.1904 (0.1946) loss_rec_all: 0.2162 (0.2205) loss_rec_sfr: 0.2800 (0.2887) loss_cl: -0.2786 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [02:15:12.256861] Epoch: [215] [ 120/2904] eta: 0:41:48 lr: 0.002099 loss: 0.1876 (0.1957) loss_rec_all: 0.2135 (0.2216) loss_rec_sfr: 0.2788 (0.2932) loss_cl: -0.2787 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [02:15:27.178949] Epoch: [215] [ 140/2904] eta: 0:40:30 lr: 0.002099 loss: 0.1871 (0.1958) loss_rec_all: 0.2130 (0.2216) loss_rec_sfr: 0.2689 (0.2920) loss_cl: -0.2793 (-0.2789) time: 0.7460 data: 0.0003 max mem: 29860 [02:15:42.101633] Epoch: [215] [ 160/2904] eta: 0:39:27 lr: 0.002099 loss: 0.1853 (0.1957) loss_rec_all: 0.2113 (0.2215) loss_rec_sfr: 0.2693 (0.2926) loss_cl: -0.2791 (-0.2789) time: 0.7460 data: 0.0003 max mem: 29860 [02:15:57.021722] Epoch: [215] [ 180/2904] eta: 0:38:34 lr: 0.002099 loss: 0.1846 (0.1959) loss_rec_all: 0.2109 (0.2218) loss_rec_sfr: 0.2590 (0.2918) loss_cl: -0.2783 (-0.2788) time: 0.7459 data: 0.0005 max mem: 29860 [02:16:11.939026] Epoch: [215] [ 200/2904] eta: 0:37:49 lr: 0.002099 loss: 0.1823 (0.1955) loss_rec_all: 0.2085 (0.2213) loss_rec_sfr: 0.2373 (0.2898) loss_cl: -0.2782 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [02:16:26.854631] Epoch: [215] [ 220/2904] eta: 0:37:10 lr: 0.002099 loss: 0.1890 (0.1962) loss_rec_all: 0.2148 (0.2220) loss_rec_sfr: 0.2735 (0.2916) loss_cl: -0.2783 (-0.2787) time: 0.7457 data: 0.0003 max mem: 29860 [02:16:41.787202] Epoch: [215] [ 240/2904] eta: 0:36:34 lr: 0.002099 loss: 0.1855 (0.1956) loss_rec_all: 0.2115 (0.2215) loss_rec_sfr: 0.2623 (0.2899) loss_cl: -0.2796 (-0.2788) time: 0.7466 data: 0.0004 max mem: 29860 [02:16:56.704618] Epoch: [215] [ 260/2904] eta: 0:36:02 lr: 0.002099 loss: 0.1848 (0.1960) loss_rec_all: 0.2111 (0.2218) loss_rec_sfr: 0.2739 (0.2914) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [02:17:11.615658] Epoch: [215] [ 280/2904] eta: 0:35:32 lr: 0.002099 loss: 0.1808 (0.1962) loss_rec_all: 0.2067 (0.2220) loss_rec_sfr: 0.2722 (0.2920) loss_cl: -0.2783 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [02:17:26.531510] Epoch: [215] [ 300/2904] eta: 0:35:04 lr: 0.002099 loss: 0.1951 (0.1970) loss_rec_all: 0.2209 (0.2228) loss_rec_sfr: 0.2716 (0.2945) loss_cl: -0.2786 (-0.2787) time: 0.7457 data: 0.0003 max mem: 29860 [02:17:41.444359] Epoch: [215] [ 320/2904] eta: 0:34:38 lr: 0.002099 loss: 0.1878 (0.1968) loss_rec_all: 0.2136 (0.2226) loss_rec_sfr: 0.2653 (0.2937) loss_cl: -0.2797 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [02:17:56.367670] Epoch: [215] [ 340/2904] eta: 0:34:13 lr: 0.002099 loss: 0.1805 (0.1963) loss_rec_all: 0.2064 (0.2221) loss_rec_sfr: 0.2694 (0.2926) loss_cl: -0.2782 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [02:18:11.306937] Epoch: [215] [ 360/2904] eta: 0:33:50 lr: 0.002099 loss: 0.1863 (0.1962) loss_rec_all: 0.2127 (0.2220) loss_rec_sfr: 0.2740 (0.2922) loss_cl: -0.2786 (-0.2788) time: 0.7469 data: 0.0003 max mem: 29860 [02:18:26.230670] Epoch: [215] [ 380/2904] eta: 0:33:27 lr: 0.002099 loss: 0.1836 (0.1956) loss_rec_all: 0.2094 (0.2214) loss_rec_sfr: 0.2705 (0.2902) loss_cl: -0.2783 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [02:18:41.143542] Epoch: [215] [ 400/2904] eta: 0:33:05 lr: 0.002099 loss: 0.1838 (0.1951) loss_rec_all: 0.2098 (0.2209) loss_rec_sfr: 0.2384 (0.2884) loss_cl: -0.2780 (-0.2787) time: 0.7456 data: 0.0003 max mem: 29860 [02:18:56.061653] Epoch: [215] [ 420/2904] eta: 0:32:43 lr: 0.002099 loss: 0.1844 (0.1952) loss_rec_all: 0.2108 (0.2211) loss_rec_sfr: 0.2597 (0.2884) loss_cl: -0.2791 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [02:19:10.975774] Epoch: [215] [ 440/2904] eta: 0:32:22 lr: 0.002099 loss: 0.1842 (0.1954) loss_rec_all: 0.2107 (0.2213) loss_rec_sfr: 0.2577 (0.2888) loss_cl: -0.2789 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [02:19:25.895599] Epoch: [215] [ 460/2904] eta: 0:32:02 lr: 0.002099 loss: 0.1850 (0.1952) loss_rec_all: 0.2111 (0.2211) loss_rec_sfr: 0.2696 (0.2881) loss_cl: -0.2794 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [02:19:40.811257] Epoch: [215] [ 480/2904] eta: 0:31:42 lr: 0.002099 loss: 0.1874 (0.1956) loss_rec_all: 0.2133 (0.2214) loss_rec_sfr: 0.2694 (0.2893) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [02:19:55.731518] Epoch: [215] [ 500/2904] eta: 0:31:23 lr: 0.002099 loss: 0.1862 (0.1957) loss_rec_all: 0.2120 (0.2216) loss_rec_sfr: 0.2801 (0.2902) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [02:20:10.645730] Epoch: [215] [ 520/2904] eta: 0:31:04 lr: 0.002099 loss: 0.1848 (0.1959) loss_rec_all: 0.2110 (0.2217) loss_rec_sfr: 0.2745 (0.2908) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [02:20:25.558864] Epoch: [215] [ 540/2904] eta: 0:30:45 lr: 0.002099 loss: 0.1875 (0.1962) loss_rec_all: 0.2133 (0.2220) loss_rec_sfr: 0.2782 (0.2917) loss_cl: -0.2781 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [02:20:40.470330] Epoch: [215] [ 560/2904] eta: 0:30:26 lr: 0.002099 loss: 0.1852 (0.1963) loss_rec_all: 0.2114 (0.2222) loss_rec_sfr: 0.2616 (0.2921) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [02:20:55.379947] Epoch: [215] [ 580/2904] eta: 0:30:08 lr: 0.002099 loss: 0.1858 (0.1965) loss_rec_all: 0.2116 (0.2224) loss_rec_sfr: 0.2735 (0.2933) loss_cl: -0.2784 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [02:21:10.300347] Epoch: [215] [ 600/2904] eta: 0:29:50 lr: 0.002099 loss: 0.1891 (0.1968) loss_rec_all: 0.2154 (0.2226) loss_rec_sfr: 0.2731 (0.2942) loss_cl: -0.2786 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [02:21:25.225585] Epoch: [215] [ 620/2904] eta: 0:29:32 lr: 0.002099 loss: 0.1809 (0.1966) loss_rec_all: 0.2068 (0.2224) loss_rec_sfr: 0.2710 (0.2937) loss_cl: -0.2787 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [02:21:40.147323] Epoch: [215] [ 640/2904] eta: 0:29:15 lr: 0.002099 loss: 0.1925 (0.1969) loss_rec_all: 0.2185 (0.2227) loss_rec_sfr: 0.2728 (0.2945) loss_cl: -0.2784 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [02:21:55.065548] Epoch: [215] [ 660/2904] eta: 0:28:57 lr: 0.002099 loss: 0.1856 (0.1969) loss_rec_all: 0.2115 (0.2227) loss_rec_sfr: 0.2721 (0.2946) loss_cl: -0.2788 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [02:22:09.982497] Epoch: [215] [ 680/2904] eta: 0:28:40 lr: 0.002099 loss: 0.1833 (0.1966) loss_rec_all: 0.2094 (0.2224) loss_rec_sfr: 0.2659 (0.2936) loss_cl: -0.2800 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [02:22:24.900069] Epoch: [215] [ 700/2904] eta: 0:28:23 lr: 0.002099 loss: 0.1829 (0.1965) loss_rec_all: 0.2090 (0.2223) loss_rec_sfr: 0.2715 (0.2933) loss_cl: -0.2796 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [02:22:39.815923] Epoch: [215] [ 720/2904] eta: 0:28:05 lr: 0.002099 loss: 0.1822 (0.1964) loss_rec_all: 0.2088 (0.2222) loss_rec_sfr: 0.2455 (0.2928) loss_cl: -0.2783 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [02:22:54.733450] Epoch: [215] [ 740/2904] eta: 0:27:48 lr: 0.002099 loss: 0.1880 (0.1964) loss_rec_all: 0.2136 (0.2222) loss_rec_sfr: 0.2728 (0.2927) loss_cl: -0.2775 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [02:23:09.647992] Epoch: [215] [ 760/2904] eta: 0:27:32 lr: 0.002099 loss: 0.1842 (0.1962) loss_rec_all: 0.2100 (0.2220) loss_rec_sfr: 0.2685 (0.2920) loss_cl: -0.2779 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [02:23:24.563073] Epoch: [215] [ 780/2904] eta: 0:27:15 lr: 0.002099 loss: 0.1804 (0.1960) loss_rec_all: 0.2068 (0.2218) loss_rec_sfr: 0.2607 (0.2914) loss_cl: -0.2796 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [02:23:39.480039] Epoch: [215] [ 800/2904] eta: 0:26:58 lr: 0.002099 loss: 0.1879 (0.1960) loss_rec_all: 0.2140 (0.2218) loss_rec_sfr: 0.2667 (0.2914) loss_cl: -0.2799 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [02:23:54.399446] Epoch: [215] [ 820/2904] eta: 0:26:42 lr: 0.002099 loss: 0.1851 (0.1959) loss_rec_all: 0.2117 (0.2217) loss_rec_sfr: 0.2719 (0.2910) loss_cl: -0.2797 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [02:24:09.320856] Epoch: [215] [ 840/2904] eta: 0:26:25 lr: 0.002099 loss: 0.1854 (0.1958) loss_rec_all: 0.2113 (0.2216) loss_rec_sfr: 0.2689 (0.2908) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [02:24:24.239114] Epoch: [215] [ 860/2904] eta: 0:26:09 lr: 0.002099 loss: 0.1850 (0.1957) loss_rec_all: 0.2109 (0.2216) loss_rec_sfr: 0.2655 (0.2908) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [02:24:39.158264] Epoch: [215] [ 880/2904] eta: 0:25:52 lr: 0.002098 loss: 0.1871 (0.1957) loss_rec_all: 0.2132 (0.2215) loss_rec_sfr: 0.2700 (0.2908) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [02:24:54.074171] Epoch: [215] [ 900/2904] eta: 0:25:36 lr: 0.002098 loss: 0.1824 (0.1957) loss_rec_all: 0.2086 (0.2215) loss_rec_sfr: 0.2638 (0.2907) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [02:25:08.988875] Epoch: [215] [ 920/2904] eta: 0:25:20 lr: 0.002098 loss: 0.1828 (0.1955) loss_rec_all: 0.2093 (0.2214) loss_rec_sfr: 0.2742 (0.2903) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [02:25:23.905304] Epoch: [215] [ 940/2904] eta: 0:25:04 lr: 0.002098 loss: 0.1842 (0.1956) loss_rec_all: 0.2102 (0.2214) loss_rec_sfr: 0.2619 (0.2900) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [02:25:38.822091] Epoch: [215] [ 960/2904] eta: 0:24:47 lr: 0.002098 loss: 0.1867 (0.1955) loss_rec_all: 0.2126 (0.2214) loss_rec_sfr: 0.2621 (0.2897) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [02:25:53.738745] Epoch: [215] [ 980/2904] eta: 0:24:31 lr: 0.002098 loss: 0.1840 (0.1956) loss_rec_all: 0.2101 (0.2214) loss_rec_sfr: 0.2702 (0.2897) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [02:26:08.653733] Epoch: [215] [1000/2904] eta: 0:24:15 lr: 0.002098 loss: 0.1827 (0.1955) loss_rec_all: 0.2090 (0.2213) loss_rec_sfr: 0.2669 (0.2894) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [02:26:23.567990] Epoch: [215] [1020/2904] eta: 0:23:59 lr: 0.002098 loss: 0.1858 (0.1956) loss_rec_all: 0.2120 (0.2214) loss_rec_sfr: 0.2808 (0.2898) loss_cl: -0.2797 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [02:26:38.481923] Epoch: [215] [1040/2904] eta: 0:23:43 lr: 0.002098 loss: 0.1860 (0.1955) loss_rec_all: 0.2126 (0.2214) loss_rec_sfr: 0.2693 (0.2897) loss_cl: -0.2793 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [02:26:53.399180] Epoch: [215] [1060/2904] eta: 0:23:28 lr: 0.002098 loss: 0.1805 (0.1954) loss_rec_all: 0.2066 (0.2213) loss_rec_sfr: 0.2673 (0.2894) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [02:27:08.313452] Epoch: [215] [1080/2904] eta: 0:23:12 lr: 0.002098 loss: 0.1896 (0.1956) loss_rec_all: 0.2157 (0.2214) loss_rec_sfr: 0.2725 (0.2898) loss_cl: -0.2782 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [02:27:23.233577] Epoch: [215] [1100/2904] eta: 0:22:56 lr: 0.002098 loss: 0.1868 (0.1956) loss_rec_all: 0.2127 (0.2214) loss_rec_sfr: 0.2684 (0.2898) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [02:27:38.153699] Epoch: [215] [1120/2904] eta: 0:22:40 lr: 0.002098 loss: 0.1853 (0.1957) loss_rec_all: 0.2113 (0.2215) loss_rec_sfr: 0.2688 (0.2901) loss_cl: -0.2783 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [02:27:53.070717] Epoch: [215] [1140/2904] eta: 0:22:24 lr: 0.002098 loss: 0.1829 (0.1955) loss_rec_all: 0.2090 (0.2214) loss_rec_sfr: 0.2565 (0.2892) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [02:28:07.987978] Epoch: [215] [1160/2904] eta: 0:22:08 lr: 0.002098 loss: 0.1864 (0.1955) loss_rec_all: 0.2125 (0.2213) loss_rec_sfr: 0.2846 (0.2892) loss_cl: -0.2793 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [02:28:22.900080] Epoch: [215] [1180/2904] eta: 0:21:53 lr: 0.002098 loss: 0.1829 (0.1954) loss_rec_all: 0.2093 (0.2212) loss_rec_sfr: 0.2676 (0.2889) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [02:28:37.821407] Epoch: [215] [1200/2904] eta: 0:21:37 lr: 0.002098 loss: 0.1833 (0.1953) loss_rec_all: 0.2092 (0.2212) loss_rec_sfr: 0.2591 (0.2888) loss_cl: -0.2791 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [02:28:52.741948] Epoch: [215] [1220/2904] eta: 0:21:21 lr: 0.002098 loss: 0.1904 (0.1953) loss_rec_all: 0.2161 (0.2212) loss_rec_sfr: 0.2665 (0.2887) loss_cl: -0.2791 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [02:29:07.659642] Epoch: [215] [1240/2904] eta: 0:21:06 lr: 0.002098 loss: 0.1880 (0.1954) loss_rec_all: 0.2141 (0.2213) loss_rec_sfr: 0.2695 (0.2889) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [02:29:22.577746] Epoch: [215] [1260/2904] eta: 0:20:50 lr: 0.002098 loss: 0.1858 (0.1954) loss_rec_all: 0.2118 (0.2213) loss_rec_sfr: 0.2606 (0.2886) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [02:29:37.637044] Epoch: [215] [1280/2904] eta: 0:20:35 lr: 0.002098 loss: 0.1866 (0.1954) loss_rec_all: 0.2125 (0.2213) loss_rec_sfr: 0.2667 (0.2885) loss_cl: -0.2790 (-0.2788) time: 0.7529 data: 0.0002 max mem: 29860 [02:29:52.552874] Epoch: [215] [1300/2904] eta: 0:20:19 lr: 0.002098 loss: 0.1878 (0.1954) loss_rec_all: 0.2140 (0.2213) loss_rec_sfr: 0.2657 (0.2884) loss_cl: -0.2798 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [02:30:07.473033] Epoch: [215] [1320/2904] eta: 0:20:04 lr: 0.002098 loss: 0.1851 (0.1953) loss_rec_all: 0.2112 (0.2212) loss_rec_sfr: 0.2760 (0.2882) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [02:30:22.391827] Epoch: [215] [1340/2904] eta: 0:19:48 lr: 0.002098 loss: 0.1852 (0.1954) loss_rec_all: 0.2114 (0.2212) loss_rec_sfr: 0.2816 (0.2886) loss_cl: -0.2779 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [02:30:37.307965] Epoch: [215] [1360/2904] eta: 0:19:33 lr: 0.002098 loss: 0.1895 (0.1954) loss_rec_all: 0.2161 (0.2213) loss_rec_sfr: 0.2765 (0.2887) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [02:30:52.226032] Epoch: [215] [1380/2904] eta: 0:19:17 lr: 0.002098 loss: 0.1846 (0.1955) loss_rec_all: 0.2110 (0.2214) loss_rec_sfr: 0.2686 (0.2890) loss_cl: -0.2796 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [02:31:07.137819] Epoch: [215] [1400/2904] eta: 0:19:02 lr: 0.002098 loss: 0.1829 (0.1955) loss_rec_all: 0.2090 (0.2214) loss_rec_sfr: 0.2630 (0.2890) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [02:31:22.054788] Epoch: [215] [1420/2904] eta: 0:18:46 lr: 0.002098 loss: 0.1813 (0.1953) loss_rec_all: 0.2074 (0.2212) loss_rec_sfr: 0.2134 (0.2881) loss_cl: -0.2794 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [02:31:36.972384] Epoch: [215] [1440/2904] eta: 0:18:31 lr: 0.002098 loss: 0.1826 (0.1953) loss_rec_all: 0.2090 (0.2212) loss_rec_sfr: 0.2135 (0.2878) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [02:31:51.886099] Epoch: [215] [1460/2904] eta: 0:18:15 lr: 0.002098 loss: 0.1824 (0.1953) loss_rec_all: 0.2085 (0.2211) loss_rec_sfr: 0.2681 (0.2877) loss_cl: -0.2799 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [02:32:06.801216] Epoch: [215] [1480/2904] eta: 0:18:00 lr: 0.002098 loss: 0.1844 (0.1952) loss_rec_all: 0.2111 (0.2211) loss_rec_sfr: 0.2288 (0.2874) loss_cl: -0.2805 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [02:32:21.717790] Epoch: [215] [1500/2904] eta: 0:17:44 lr: 0.002098 loss: 0.1853 (0.1951) loss_rec_all: 0.2120 (0.2210) loss_rec_sfr: 0.2662 (0.2871) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [02:32:36.635703] Epoch: [215] [1520/2904] eta: 0:17:29 lr: 0.002098 loss: 0.1836 (0.1951) loss_rec_all: 0.2096 (0.2209) loss_rec_sfr: 0.2674 (0.2869) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [02:32:51.557051] Epoch: [215] [1540/2904] eta: 0:17:14 lr: 0.002098 loss: 0.1829 (0.1950) loss_rec_all: 0.2089 (0.2209) loss_rec_sfr: 0.2657 (0.2866) loss_cl: -0.2806 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [02:33:06.473273] Epoch: [215] [1560/2904] eta: 0:16:58 lr: 0.002098 loss: 0.1832 (0.1950) loss_rec_all: 0.2097 (0.2209) loss_rec_sfr: 0.2612 (0.2866) loss_cl: -0.2803 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [02:33:21.392702] Epoch: [215] [1580/2904] eta: 0:16:43 lr: 0.002098 loss: 0.1801 (0.1949) loss_rec_all: 0.2066 (0.2208) loss_rec_sfr: 0.2667 (0.2864) loss_cl: -0.2814 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [02:33:36.312994] Epoch: [215] [1600/2904] eta: 0:16:28 lr: 0.002098 loss: 0.1824 (0.1948) loss_rec_all: 0.2088 (0.2207) loss_rec_sfr: 0.2647 (0.2862) loss_cl: -0.2782 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [02:33:51.228472] Epoch: [215] [1620/2904] eta: 0:16:12 lr: 0.002098 loss: 0.1863 (0.1948) loss_rec_all: 0.2120 (0.2207) loss_rec_sfr: 0.2645 (0.2863) loss_cl: -0.2797 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [02:34:06.142765] Epoch: [215] [1640/2904] eta: 0:15:57 lr: 0.002098 loss: 0.1830 (0.1948) loss_rec_all: 0.2093 (0.2207) loss_rec_sfr: 0.2595 (0.2860) loss_cl: -0.2809 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [02:34:21.059646] Epoch: [215] [1660/2904] eta: 0:15:42 lr: 0.002098 loss: 0.1843 (0.1948) loss_rec_all: 0.2107 (0.2207) loss_rec_sfr: 0.2675 (0.2860) loss_cl: -0.2805 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [02:34:35.965288] Epoch: [215] [1680/2904] eta: 0:15:26 lr: 0.002098 loss: 0.1860 (0.1948) loss_rec_all: 0.2121 (0.2207) loss_rec_sfr: 0.2797 (0.2864) loss_cl: -0.2815 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [02:34:50.880719] Epoch: [215] [1700/2904] eta: 0:15:11 lr: 0.002098 loss: 0.1839 (0.1949) loss_rec_all: 0.2099 (0.2208) loss_rec_sfr: 0.2659 (0.2865) loss_cl: -0.2801 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [02:35:05.798720] Epoch: [215] [1720/2904] eta: 0:14:56 lr: 0.002098 loss: 0.1860 (0.1949) loss_rec_all: 0.2121 (0.2208) loss_rec_sfr: 0.2677 (0.2864) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [02:35:20.715271] Epoch: [215] [1740/2904] eta: 0:14:40 lr: 0.002098 loss: 0.1815 (0.1950) loss_rec_all: 0.2076 (0.2209) loss_rec_sfr: 0.2772 (0.2869) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [02:35:35.636645] Epoch: [215] [1760/2904] eta: 0:14:25 lr: 0.002097 loss: 0.1840 (0.1950) loss_rec_all: 0.2102 (0.2209) loss_rec_sfr: 0.2541 (0.2866) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [02:35:50.551364] Epoch: [215] [1780/2904] eta: 0:14:10 lr: 0.002097 loss: 0.1857 (0.1950) loss_rec_all: 0.2120 (0.2209) loss_rec_sfr: 0.2576 (0.2866) loss_cl: -0.2783 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [02:36:05.467867] Epoch: [215] [1800/2904] eta: 0:13:55 lr: 0.002097 loss: 0.1861 (0.1950) loss_rec_all: 0.2126 (0.2209) loss_rec_sfr: 0.2708 (0.2865) loss_cl: -0.2795 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [02:36:20.385574] Epoch: [215] [1820/2904] eta: 0:13:39 lr: 0.002097 loss: 0.1829 (0.1950) loss_rec_all: 0.2088 (0.2209) loss_rec_sfr: 0.2829 (0.2867) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [02:36:35.301253] Epoch: [215] [1840/2904] eta: 0:13:24 lr: 0.002097 loss: 0.1872 (0.1949) loss_rec_all: 0.2130 (0.2208) loss_rec_sfr: 0.2716 (0.2865) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [02:36:50.209820] Epoch: [215] [1860/2904] eta: 0:13:09 lr: 0.002097 loss: 0.1812 (0.1948) loss_rec_all: 0.2078 (0.2207) loss_rec_sfr: 0.2656 (0.2862) loss_cl: -0.2797 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [02:37:05.120134] Epoch: [215] [1880/2904] eta: 0:12:54 lr: 0.002097 loss: 0.1847 (0.1949) loss_rec_all: 0.2111 (0.2207) loss_rec_sfr: 0.2703 (0.2864) loss_cl: -0.2795 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [02:37:20.035513] Epoch: [215] [1900/2904] eta: 0:12:38 lr: 0.002097 loss: 0.1904 (0.1949) loss_rec_all: 0.2162 (0.2208) loss_rec_sfr: 0.2681 (0.2863) loss_cl: -0.2790 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [02:37:34.946918] Epoch: [215] [1920/2904] eta: 0:12:23 lr: 0.002097 loss: 0.1870 (0.1950) loss_rec_all: 0.2134 (0.2209) loss_rec_sfr: 0.2633 (0.2865) loss_cl: -0.2788 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [02:37:49.857565] Epoch: [215] [1940/2904] eta: 0:12:08 lr: 0.002097 loss: 0.1878 (0.1950) loss_rec_all: 0.2140 (0.2209) loss_rec_sfr: 0.2691 (0.2866) loss_cl: -0.2784 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [02:38:04.765572] Epoch: [215] [1960/2904] eta: 0:11:53 lr: 0.002097 loss: 0.1854 (0.1950) loss_rec_all: 0.2118 (0.2209) loss_rec_sfr: 0.2701 (0.2866) loss_cl: -0.2782 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [02:38:19.676490] Epoch: [215] [1980/2904] eta: 0:11:37 lr: 0.002097 loss: 0.1857 (0.1951) loss_rec_all: 0.2117 (0.2210) loss_rec_sfr: 0.2710 (0.2868) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [02:38:34.591123] Epoch: [215] [2000/2904] eta: 0:11:22 lr: 0.002097 loss: 0.1818 (0.1950) loss_rec_all: 0.2077 (0.2209) loss_rec_sfr: 0.2718 (0.2866) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [02:38:49.503862] Epoch: [215] [2020/2904] eta: 0:11:07 lr: 0.002097 loss: 0.1819 (0.1950) loss_rec_all: 0.2081 (0.2209) loss_rec_sfr: 0.2364 (0.2866) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [02:39:04.418922] Epoch: [215] [2040/2904] eta: 0:10:52 lr: 0.002097 loss: 0.1844 (0.1950) loss_rec_all: 0.2108 (0.2209) loss_rec_sfr: 0.2729 (0.2865) loss_cl: -0.2796 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [02:39:19.333393] Epoch: [215] [2060/2904] eta: 0:10:37 lr: 0.002097 loss: 0.1812 (0.1949) loss_rec_all: 0.2074 (0.2208) loss_rec_sfr: 0.2343 (0.2863) loss_cl: -0.2797 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [02:39:34.251852] Epoch: [215] [2080/2904] eta: 0:10:22 lr: 0.002097 loss: 0.1856 (0.1948) loss_rec_all: 0.2115 (0.2207) loss_rec_sfr: 0.2658 (0.2860) loss_cl: -0.2783 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [02:39:49.166263] Epoch: [215] [2100/2904] eta: 0:10:06 lr: 0.002097 loss: 0.1891 (0.1949) loss_rec_all: 0.2150 (0.2208) loss_rec_sfr: 0.2739 (0.2862) loss_cl: -0.2784 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [02:40:04.080708] Epoch: [215] [2120/2904] eta: 0:09:51 lr: 0.002097 loss: 0.1828 (0.1949) loss_rec_all: 0.2090 (0.2208) loss_rec_sfr: 0.2750 (0.2862) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [02:40:18.994004] Epoch: [215] [2140/2904] eta: 0:09:36 lr: 0.002097 loss: 0.1865 (0.1949) loss_rec_all: 0.2122 (0.2208) loss_rec_sfr: 0.2366 (0.2860) loss_cl: -0.2783 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [02:40:33.908295] Epoch: [215] [2160/2904] eta: 0:09:21 lr: 0.002097 loss: 0.1842 (0.1949) loss_rec_all: 0.2104 (0.2208) loss_rec_sfr: 0.2769 (0.2860) loss_cl: -0.2794 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [02:40:48.821626] Epoch: [215] [2180/2904] eta: 0:09:06 lr: 0.002097 loss: 0.1892 (0.1949) loss_rec_all: 0.2153 (0.2208) loss_rec_sfr: 0.2729 (0.2862) loss_cl: -0.2783 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [02:41:03.733094] Epoch: [215] [2200/2904] eta: 0:08:51 lr: 0.002097 loss: 0.1851 (0.1950) loss_rec_all: 0.2111 (0.2208) loss_rec_sfr: 0.2789 (0.2863) loss_cl: -0.2792 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [02:41:18.642266] Epoch: [215] [2220/2904] eta: 0:08:35 lr: 0.002097 loss: 0.1820 (0.1950) loss_rec_all: 0.2079 (0.2208) loss_rec_sfr: 0.2675 (0.2864) loss_cl: -0.2786 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [02:41:33.554422] Epoch: [215] [2240/2904] eta: 0:08:20 lr: 0.002097 loss: 0.1848 (0.1950) loss_rec_all: 0.2111 (0.2208) loss_rec_sfr: 0.2741 (0.2864) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [02:41:48.472848] Epoch: [215] [2260/2904] eta: 0:08:05 lr: 0.002097 loss: 0.1834 (0.1950) loss_rec_all: 0.2094 (0.2208) loss_rec_sfr: 0.2775 (0.2866) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [02:42:03.389787] Epoch: [215] [2280/2904] eta: 0:07:50 lr: 0.002097 loss: 0.1898 (0.1950) loss_rec_all: 0.2158 (0.2208) loss_rec_sfr: 0.2724 (0.2866) loss_cl: -0.2780 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [02:42:18.307850] Epoch: [215] [2300/2904] eta: 0:07:35 lr: 0.002097 loss: 0.1835 (0.1949) loss_rec_all: 0.2094 (0.2208) loss_rec_sfr: 0.2294 (0.2863) loss_cl: -0.2783 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [02:42:33.225271] Epoch: [215] [2320/2904] eta: 0:07:20 lr: 0.002097 loss: 0.1869 (0.1950) loss_rec_all: 0.2127 (0.2208) loss_rec_sfr: 0.2605 (0.2864) loss_cl: -0.2781 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [02:42:48.139913] Epoch: [215] [2340/2904] eta: 0:07:05 lr: 0.002097 loss: 0.1830 (0.1949) loss_rec_all: 0.2091 (0.2208) loss_rec_sfr: 0.2618 (0.2863) loss_cl: -0.2799 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [02:43:03.057327] Epoch: [215] [2360/2904] eta: 0:06:50 lr: 0.002097 loss: 0.1846 (0.1949) loss_rec_all: 0.2112 (0.2208) loss_rec_sfr: 0.2419 (0.2861) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [02:43:17.977626] Epoch: [215] [2380/2904] eta: 0:06:34 lr: 0.002097 loss: 0.1857 (0.1948) loss_rec_all: 0.2122 (0.2207) loss_rec_sfr: 0.2601 (0.2859) loss_cl: -0.2797 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [02:43:32.901395] Epoch: [215] [2400/2904] eta: 0:06:19 lr: 0.002097 loss: 0.1844 (0.1948) loss_rec_all: 0.2103 (0.2207) loss_rec_sfr: 0.2624 (0.2859) loss_cl: -0.2792 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [02:43:47.820412] Epoch: [215] [2420/2904] eta: 0:06:04 lr: 0.002097 loss: 0.1852 (0.1949) loss_rec_all: 0.2117 (0.2207) loss_rec_sfr: 0.2487 (0.2859) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [02:44:02.739633] Epoch: [215] [2440/2904] eta: 0:05:49 lr: 0.002097 loss: 0.1894 (0.1949) loss_rec_all: 0.2152 (0.2208) loss_rec_sfr: 0.2685 (0.2860) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [02:44:17.666908] Epoch: [215] [2460/2904] eta: 0:05:34 lr: 0.002097 loss: 0.1866 (0.1949) loss_rec_all: 0.2125 (0.2208) loss_rec_sfr: 0.2671 (0.2861) loss_cl: -0.2784 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [02:44:32.582563] Epoch: [215] [2480/2904] eta: 0:05:19 lr: 0.002097 loss: 0.1864 (0.1949) loss_rec_all: 0.2127 (0.2208) loss_rec_sfr: 0.2663 (0.2860) loss_cl: -0.2783 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [02:44:47.495273] Epoch: [215] [2500/2904] eta: 0:05:04 lr: 0.002097 loss: 0.1825 (0.1949) loss_rec_all: 0.2086 (0.2207) loss_rec_sfr: 0.2681 (0.2860) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [02:45:02.396267] Epoch: [215] [2520/2904] eta: 0:04:49 lr: 0.002097 loss: 0.1854 (0.1949) loss_rec_all: 0.2114 (0.2207) loss_rec_sfr: 0.2771 (0.2860) loss_cl: -0.2792 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [02:45:17.305202] Epoch: [215] [2540/2904] eta: 0:04:34 lr: 0.002097 loss: 0.1856 (0.1949) loss_rec_all: 0.2116 (0.2208) loss_rec_sfr: 0.2769 (0.2861) loss_cl: -0.2791 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [02:45:32.218599] Epoch: [215] [2560/2904] eta: 0:04:19 lr: 0.002097 loss: 0.1879 (0.1949) loss_rec_all: 0.2137 (0.2208) loss_rec_sfr: 0.2710 (0.2862) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [02:45:47.137056] Epoch: [215] [2580/2904] eta: 0:04:04 lr: 0.002097 loss: 0.1820 (0.1949) loss_rec_all: 0.2077 (0.2207) loss_rec_sfr: 0.2651 (0.2861) loss_cl: -0.2783 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [02:46:02.058594] Epoch: [215] [2600/2904] eta: 0:03:48 lr: 0.002097 loss: 0.1844 (0.1948) loss_rec_all: 0.2105 (0.2207) loss_rec_sfr: 0.2634 (0.2859) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [02:46:16.986537] Epoch: [215] [2620/2904] eta: 0:03:33 lr: 0.002097 loss: 0.1878 (0.1948) loss_rec_all: 0.2139 (0.2207) loss_rec_sfr: 0.2692 (0.2861) loss_cl: -0.2786 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [02:46:31.901182] Epoch: [215] [2640/2904] eta: 0:03:18 lr: 0.002096 loss: 0.1860 (0.1948) loss_rec_all: 0.2121 (0.2207) loss_rec_sfr: 0.2312 (0.2859) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [02:46:46.814822] Epoch: [215] [2660/2904] eta: 0:03:03 lr: 0.002096 loss: 0.1855 (0.1949) loss_rec_all: 0.2118 (0.2208) loss_rec_sfr: 0.2653 (0.2860) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [02:47:01.734566] Epoch: [215] [2680/2904] eta: 0:02:48 lr: 0.002096 loss: 0.1851 (0.1949) loss_rec_all: 0.2111 (0.2208) loss_rec_sfr: 0.2690 (0.2860) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [02:47:16.652262] Epoch: [215] [2700/2904] eta: 0:02:33 lr: 0.002096 loss: 0.1840 (0.1949) loss_rec_all: 0.2103 (0.2208) loss_rec_sfr: 0.2603 (0.2859) loss_cl: -0.2794 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [02:47:31.571777] Epoch: [215] [2720/2904] eta: 0:02:18 lr: 0.002096 loss: 0.1889 (0.1949) loss_rec_all: 0.2146 (0.2208) loss_rec_sfr: 0.2785 (0.2861) loss_cl: -0.2781 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [02:47:46.490437] Epoch: [215] [2740/2904] eta: 0:02:03 lr: 0.002096 loss: 0.1855 (0.1950) loss_rec_all: 0.2114 (0.2208) loss_rec_sfr: 0.2726 (0.2863) loss_cl: -0.2781 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [02:48:01.406523] Epoch: [215] [2760/2904] eta: 0:01:48 lr: 0.002096 loss: 0.1908 (0.1951) loss_rec_all: 0.2164 (0.2209) loss_rec_sfr: 0.2814 (0.2866) loss_cl: -0.2782 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [02:48:16.321801] Epoch: [215] [2780/2904] eta: 0:01:33 lr: 0.002096 loss: 0.1824 (0.1950) loss_rec_all: 0.2088 (0.2209) loss_rec_sfr: 0.2578 (0.2864) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [02:48:31.236302] Epoch: [215] [2800/2904] eta: 0:01:18 lr: 0.002096 loss: 0.1856 (0.1950) loss_rec_all: 0.2119 (0.2208) loss_rec_sfr: 0.2643 (0.2863) loss_cl: -0.2796 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [02:48:46.154905] Epoch: [215] [2820/2904] eta: 0:01:03 lr: 0.002096 loss: 0.1807 (0.1949) loss_rec_all: 0.2070 (0.2208) loss_rec_sfr: 0.2319 (0.2862) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [02:49:01.159107] Epoch: [215] [2840/2904] eta: 0:00:48 lr: 0.002096 loss: 0.1821 (0.1949) loss_rec_all: 0.2081 (0.2208) loss_rec_sfr: 0.2636 (0.2861) loss_cl: -0.2787 (-0.2788) time: 0.7502 data: 0.0050 max mem: 29860 [02:49:16.063580] Epoch: [215] [2860/2904] eta: 0:00:33 lr: 0.002096 loss: 0.1816 (0.1949) loss_rec_all: 0.2074 (0.2207) loss_rec_sfr: 0.2725 (0.2861) loss_cl: -0.2793 (-0.2788) time: 0.7452 data: 0.0001 max mem: 29860 [02:49:30.971864] Epoch: [215] [2880/2904] eta: 0:00:18 lr: 0.002096 loss: 0.1827 (0.1949) loss_rec_all: 0.2089 (0.2208) loss_rec_sfr: 0.2789 (0.2864) loss_cl: -0.2795 (-0.2788) time: 0.7454 data: 0.0001 max mem: 29860 [02:49:45.876104] Epoch: [215] [2900/2904] eta: 0:00:03 lr: 0.002096 loss: 0.1855 (0.1949) loss_rec_all: 0.2118 (0.2208) loss_rec_sfr: 0.2692 (0.2863) loss_cl: -0.2788 (-0.2788) time: 0.7452 data: 0.0001 max mem: 29860 [02:49:48.119019] Epoch: [215] [2903/2904] eta: 0:00:00 lr: 0.002096 loss: 0.1860 (0.1949) loss_rec_all: 0.2118 (0.2208) loss_rec_sfr: 0.2692 (0.2863) loss_cl: -0.2787 (-0.2788) time: 0.7451 data: 0.0001 max mem: 29860 [02:49:50.278385] Epoch: [215] Total time: 0:36:27 (0.7531 s / it) [02:49:50.279808] Averaged stats: lr: 0.002096 loss: 0.1860 (0.1977) loss_rec_all: 0.2118 (0.2213) loss_rec_sfr: 0.2692 (0.2884) loss_cl: -0.2787 (-0.2556) [02:49:50.285794] log_dir: ./checkpoint/VF2_ViT-B [02:50:05.955466] Epoch: [216] [ 0/2904] eta: 12:38:22 lr: 0.002096 loss: 0.1835 (0.1835) loss_rec_all: 0.2096 (0.2096) loss_rec_sfr: 0.2771 (0.2771) loss_cl: -0.2795 (-0.2795) time: 15.6688 data: 12.4857 max mem: 29860 [02:50:21.585268] Epoch: [216] [ 20/2904] eta: 1:11:38 lr: 0.002096 loss: 0.1829 (0.1895) loss_rec_all: 0.2090 (0.2154) loss_rec_sfr: 0.2558 (0.2699) loss_cl: -0.2783 (-0.2784) time: 0.7814 data: 0.0156 max mem: 29860 [02:50:36.480601] Epoch: [216] [ 40/2904] eta: 0:53:46 lr: 0.002096 loss: 0.1871 (0.1972) loss_rec_all: 0.2130 (0.2230) loss_rec_sfr: 0.2649 (0.2924) loss_cl: -0.2781 (-0.2783) time: 0.7447 data: 0.0002 max mem: 29860 [02:50:51.360730] Epoch: [216] [ 60/2904] eta: 0:47:27 lr: 0.002096 loss: 0.1856 (0.1942) loss_rec_all: 0.2117 (0.2201) loss_rec_sfr: 0.2613 (0.2832) loss_cl: -0.2792 (-0.2786) time: 0.7439 data: 0.0004 max mem: 29860 [02:51:06.252843] Epoch: [216] [ 80/2904] eta: 0:44:08 lr: 0.002096 loss: 0.1933 (0.1983) loss_rec_all: 0.2194 (0.2241) loss_rec_sfr: 0.2755 (0.2948) loss_cl: -0.2800 (-0.2789) time: 0.7445 data: 0.0005 max mem: 29860 [02:51:21.178423] Epoch: [216] [ 100/2904] eta: 0:42:03 lr: 0.002096 loss: 0.1808 (0.1970) loss_rec_all: 0.2071 (0.2228) loss_rec_sfr: 0.2363 (0.2899) loss_cl: -0.2785 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [02:51:36.088535] Epoch: [216] [ 120/2904] eta: 0:40:34 lr: 0.002096 loss: 0.1841 (0.1959) loss_rec_all: 0.2098 (0.2218) loss_rec_sfr: 0.2627 (0.2860) loss_cl: -0.2783 (-0.2787) time: 0.7454 data: 0.0003 max mem: 29860 [02:51:51.002345] Epoch: [216] [ 140/2904] eta: 0:39:26 lr: 0.002096 loss: 0.1824 (0.1956) loss_rec_all: 0.2082 (0.2215) loss_rec_sfr: 0.2708 (0.2866) loss_cl: -0.2786 (-0.2787) time: 0.7456 data: 0.0003 max mem: 29860 [02:52:05.922241] Epoch: [216] [ 160/2904] eta: 0:38:31 lr: 0.002096 loss: 0.1850 (0.1963) loss_rec_all: 0.2112 (0.2222) loss_rec_sfr: 0.2674 (0.2885) loss_cl: -0.2787 (-0.2787) time: 0.7459 data: 0.0004 max mem: 29860 [02:52:20.846887] Epoch: [216] [ 180/2904] eta: 0:37:45 lr: 0.002096 loss: 0.1843 (0.1958) loss_rec_all: 0.2108 (0.2217) loss_rec_sfr: 0.2741 (0.2876) loss_cl: -0.2800 (-0.2789) time: 0.7462 data: 0.0003 max mem: 29860 [02:52:35.768963] Epoch: [216] [ 200/2904] eta: 0:37:06 lr: 0.002096 loss: 0.1928 (0.1974) loss_rec_all: 0.2189 (0.2233) loss_rec_sfr: 0.2727 (0.2929) loss_cl: -0.2789 (-0.2789) time: 0.7461 data: 0.0003 max mem: 29860 [02:52:50.686271] Epoch: [216] [ 220/2904] eta: 0:36:30 lr: 0.002096 loss: 0.1833 (0.1976) loss_rec_all: 0.2091 (0.2235) loss_rec_sfr: 0.2693 (0.2935) loss_cl: -0.2789 (-0.2789) time: 0.7458 data: 0.0003 max mem: 29860 [02:53:05.604127] Epoch: [216] [ 240/2904] eta: 0:35:58 lr: 0.002096 loss: 0.1828 (0.1968) loss_rec_all: 0.2091 (0.2227) loss_rec_sfr: 0.2733 (0.2916) loss_cl: -0.2788 (-0.2789) time: 0.7458 data: 0.0003 max mem: 29860 [02:53:20.538340] Epoch: [216] [ 260/2904] eta: 0:35:29 lr: 0.002096 loss: 0.1826 (0.1972) loss_rec_all: 0.2090 (0.2230) loss_rec_sfr: 0.2654 (0.2931) loss_cl: -0.2786 (-0.2788) time: 0.7467 data: 0.0003 max mem: 29860 [02:53:35.476192] Epoch: [216] [ 280/2904] eta: 0:35:02 lr: 0.002096 loss: 0.1822 (0.1968) loss_rec_all: 0.2082 (0.2227) loss_rec_sfr: 0.2620 (0.2920) loss_cl: -0.2781 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [02:53:50.399124] Epoch: [216] [ 300/2904] eta: 0:34:37 lr: 0.002096 loss: 0.1827 (0.1964) loss_rec_all: 0.2087 (0.2223) loss_rec_sfr: 0.2396 (0.2910) loss_cl: -0.2790 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [02:54:05.335517] Epoch: [216] [ 320/2904] eta: 0:34:12 lr: 0.002096 loss: 0.1874 (0.1962) loss_rec_all: 0.2134 (0.2220) loss_rec_sfr: 0.2614 (0.2897) loss_cl: -0.2790 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [02:54:20.274471] Epoch: [216] [ 340/2904] eta: 0:33:49 lr: 0.002096 loss: 0.1878 (0.1963) loss_rec_all: 0.2140 (0.2221) loss_rec_sfr: 0.2632 (0.2899) loss_cl: -0.2785 (-0.2788) time: 0.7469 data: 0.0002 max mem: 29860 [02:54:35.314093] Epoch: [216] [ 360/2904] eta: 0:33:28 lr: 0.002096 loss: 0.1859 (0.1960) loss_rec_all: 0.2117 (0.2219) loss_rec_sfr: 0.2709 (0.2889) loss_cl: -0.2780 (-0.2787) time: 0.7519 data: 0.0003 max mem: 29860 [02:54:50.239780] Epoch: [216] [ 380/2904] eta: 0:33:06 lr: 0.002096 loss: 0.1875 (0.1965) loss_rec_all: 0.2133 (0.2223) loss_rec_sfr: 0.2888 (0.2909) loss_cl: -0.2781 (-0.2787) time: 0.7462 data: 0.0003 max mem: 29860 [02:55:05.165751] Epoch: [216] [ 400/2904] eta: 0:32:46 lr: 0.002096 loss: 0.1835 (0.1960) loss_rec_all: 0.2095 (0.2218) loss_rec_sfr: 0.2678 (0.2897) loss_cl: -0.2793 (-0.2787) time: 0.7463 data: 0.0003 max mem: 29860 [02:55:20.104655] Epoch: [216] [ 420/2904] eta: 0:32:25 lr: 0.002096 loss: 0.1840 (0.1960) loss_rec_all: 0.2100 (0.2219) loss_rec_sfr: 0.2754 (0.2902) loss_cl: -0.2798 (-0.2788) time: 0.7469 data: 0.0002 max mem: 29860 [02:55:35.186462] Epoch: [216] [ 440/2904] eta: 0:32:06 lr: 0.002096 loss: 0.1866 (0.1958) loss_rec_all: 0.2125 (0.2217) loss_rec_sfr: 0.2677 (0.2897) loss_cl: -0.2788 (-0.2788) time: 0.7540 data: 0.0002 max mem: 29860 [02:55:50.108448] Epoch: [216] [ 460/2904] eta: 0:31:47 lr: 0.002096 loss: 0.1869 (0.1958) loss_rec_all: 0.2130 (0.2217) loss_rec_sfr: 0.2690 (0.2893) loss_cl: -0.2784 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [02:56:05.034931] Epoch: [216] [ 480/2904] eta: 0:31:28 lr: 0.002096 loss: 0.1888 (0.1959) loss_rec_all: 0.2149 (0.2218) loss_rec_sfr: 0.2693 (0.2895) loss_cl: -0.2793 (-0.2788) time: 0.7463 data: 0.0003 max mem: 29860 [02:56:19.951708] Epoch: [216] [ 500/2904] eta: 0:31:09 lr: 0.002096 loss: 0.1859 (0.1960) loss_rec_all: 0.2120 (0.2218) loss_rec_sfr: 0.2543 (0.2894) loss_cl: -0.2795 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [02:56:34.869347] Epoch: [216] [ 520/2904] eta: 0:30:51 lr: 0.002096 loss: 0.1833 (0.1956) loss_rec_all: 0.2093 (0.2215) loss_rec_sfr: 0.2605 (0.2885) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [02:56:49.786154] Epoch: [216] [ 540/2904] eta: 0:30:32 lr: 0.002096 loss: 0.1859 (0.1957) loss_rec_all: 0.2119 (0.2216) loss_rec_sfr: 0.2355 (0.2884) loss_cl: -0.2782 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [02:57:04.706348] Epoch: [216] [ 560/2904] eta: 0:30:14 lr: 0.002096 loss: 0.1876 (0.1962) loss_rec_all: 0.2133 (0.2221) loss_rec_sfr: 0.2782 (0.2899) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [02:57:19.619800] Epoch: [216] [ 580/2904] eta: 0:29:57 lr: 0.002096 loss: 0.1862 (0.1963) loss_rec_all: 0.2119 (0.2222) loss_rec_sfr: 0.2697 (0.2902) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [02:57:34.532742] Epoch: [216] [ 600/2904] eta: 0:29:39 lr: 0.002096 loss: 0.1881 (0.1963) loss_rec_all: 0.2141 (0.2221) loss_rec_sfr: 0.2641 (0.2901) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [02:57:49.450283] Epoch: [216] [ 620/2904] eta: 0:29:22 lr: 0.002095 loss: 0.1846 (0.1961) loss_rec_all: 0.2106 (0.2220) loss_rec_sfr: 0.2713 (0.2898) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [02:58:04.376786] Epoch: [216] [ 640/2904] eta: 0:29:05 lr: 0.002095 loss: 0.1878 (0.1961) loss_rec_all: 0.2135 (0.2219) loss_rec_sfr: 0.2658 (0.2894) loss_cl: -0.2789 (-0.2788) time: 0.7463 data: 0.0003 max mem: 29860 [02:58:19.289923] Epoch: [216] [ 660/2904] eta: 0:28:47 lr: 0.002095 loss: 0.1835 (0.1963) loss_rec_all: 0.2099 (0.2221) loss_rec_sfr: 0.2736 (0.2905) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [02:58:34.196027] Epoch: [216] [ 680/2904] eta: 0:28:30 lr: 0.002095 loss: 0.1879 (0.1965) loss_rec_all: 0.2143 (0.2223) loss_rec_sfr: 0.2767 (0.2915) loss_cl: -0.2796 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [02:58:49.105748] Epoch: [216] [ 700/2904] eta: 0:28:13 lr: 0.002095 loss: 0.1931 (0.1966) loss_rec_all: 0.2191 (0.2225) loss_rec_sfr: 0.2674 (0.2918) loss_cl: -0.2784 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [02:59:03.998230] Epoch: [216] [ 720/2904] eta: 0:27:57 lr: 0.002095 loss: 0.1846 (0.1968) loss_rec_all: 0.2107 (0.2226) loss_rec_sfr: 0.2687 (0.2921) loss_cl: -0.2786 (-0.2788) time: 0.7446 data: 0.0002 max mem: 29860 [02:59:18.913398] Epoch: [216] [ 740/2904] eta: 0:27:40 lr: 0.002095 loss: 0.1821 (0.1966) loss_rec_all: 0.2082 (0.2224) loss_rec_sfr: 0.2662 (0.2914) loss_cl: -0.2783 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [02:59:33.825892] Epoch: [216] [ 760/2904] eta: 0:27:23 lr: 0.002095 loss: 0.1834 (0.1964) loss_rec_all: 0.2094 (0.2222) loss_rec_sfr: 0.2672 (0.2909) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [02:59:48.736834] Epoch: [216] [ 780/2904] eta: 0:27:07 lr: 0.002095 loss: 0.1870 (0.1964) loss_rec_all: 0.2132 (0.2222) loss_rec_sfr: 0.2756 (0.2910) loss_cl: -0.2793 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [03:00:03.651250] Epoch: [216] [ 800/2904] eta: 0:26:51 lr: 0.002095 loss: 0.1882 (0.1966) loss_rec_all: 0.2140 (0.2225) loss_rec_sfr: 0.2726 (0.2917) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [03:00:18.570488] Epoch: [216] [ 820/2904] eta: 0:26:34 lr: 0.002095 loss: 0.1836 (0.1965) loss_rec_all: 0.2099 (0.2223) loss_rec_sfr: 0.2605 (0.2910) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [03:00:33.487080] Epoch: [216] [ 840/2904] eta: 0:26:18 lr: 0.002095 loss: 0.1908 (0.1964) loss_rec_all: 0.2168 (0.2223) loss_rec_sfr: 0.2664 (0.2909) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [03:00:48.405963] Epoch: [216] [ 860/2904] eta: 0:26:02 lr: 0.002095 loss: 0.1881 (0.1964) loss_rec_all: 0.2141 (0.2222) loss_rec_sfr: 0.2781 (0.2909) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [03:01:03.332415] Epoch: [216] [ 880/2904] eta: 0:25:46 lr: 0.002095 loss: 0.1863 (0.1966) loss_rec_all: 0.2120 (0.2224) loss_rec_sfr: 0.2670 (0.2914) loss_cl: -0.2789 (-0.2788) time: 0.7463 data: 0.0003 max mem: 29860 [03:01:18.253238] Epoch: [216] [ 900/2904] eta: 0:25:30 lr: 0.002095 loss: 0.1853 (0.1965) loss_rec_all: 0.2115 (0.2224) loss_rec_sfr: 0.2508 (0.2912) loss_cl: -0.2784 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [03:01:33.155544] Epoch: [216] [ 920/2904] eta: 0:25:14 lr: 0.002095 loss: 0.1864 (0.1966) loss_rec_all: 0.2125 (0.2224) loss_rec_sfr: 0.2715 (0.2912) loss_cl: -0.2787 (-0.2788) time: 0.7451 data: 0.0003 max mem: 29860 [03:01:48.059299] Epoch: [216] [ 940/2904] eta: 0:24:57 lr: 0.002095 loss: 0.1839 (0.1963) loss_rec_all: 0.2098 (0.2222) loss_rec_sfr: 0.2600 (0.2906) loss_cl: -0.2794 (-0.2788) time: 0.7451 data: 0.0003 max mem: 29860 [03:02:02.967786] Epoch: [216] [ 960/2904] eta: 0:24:42 lr: 0.002095 loss: 0.1861 (0.1963) loss_rec_all: 0.2121 (0.2222) loss_rec_sfr: 0.2675 (0.2905) loss_cl: -0.2795 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [03:02:17.877959] Epoch: [216] [ 980/2904] eta: 0:24:26 lr: 0.002095 loss: 0.1936 (0.1967) loss_rec_all: 0.2197 (0.2225) loss_rec_sfr: 0.2827 (0.2913) loss_cl: -0.2785 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [03:02:32.786218] Epoch: [216] [1000/2904] eta: 0:24:10 lr: 0.002095 loss: 0.1836 (0.1966) loss_rec_all: 0.2099 (0.2224) loss_rec_sfr: 0.2732 (0.2910) loss_cl: -0.2784 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [03:02:47.696309] Epoch: [216] [1020/2904] eta: 0:23:54 lr: 0.002095 loss: 0.1856 (0.1965) loss_rec_all: 0.2118 (0.2223) loss_rec_sfr: 0.2621 (0.2907) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [03:03:02.598443] Epoch: [216] [1040/2904] eta: 0:23:38 lr: 0.002095 loss: 0.1877 (0.1965) loss_rec_all: 0.2141 (0.2224) loss_rec_sfr: 0.2688 (0.2907) loss_cl: -0.2788 (-0.2788) time: 0.7451 data: 0.0003 max mem: 29860 [03:03:17.503806] Epoch: [216] [1060/2904] eta: 0:23:22 lr: 0.002095 loss: 0.1816 (0.1964) loss_rec_all: 0.2077 (0.2222) loss_rec_sfr: 0.2630 (0.2902) loss_cl: -0.2791 (-0.2788) time: 0.7452 data: 0.0003 max mem: 29860 [03:03:32.412280] Epoch: [216] [1080/2904] eta: 0:23:07 lr: 0.002095 loss: 0.1831 (0.1964) loss_rec_all: 0.2090 (0.2222) loss_rec_sfr: 0.2725 (0.2904) loss_cl: -0.2787 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [03:03:47.319521] Epoch: [216] [1100/2904] eta: 0:22:51 lr: 0.002095 loss: 0.1816 (0.1963) loss_rec_all: 0.2077 (0.2221) loss_rec_sfr: 0.2624 (0.2900) loss_cl: -0.2790 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [03:04:02.227978] Epoch: [216] [1120/2904] eta: 0:22:35 lr: 0.002095 loss: 0.1824 (0.1960) loss_rec_all: 0.2082 (0.2219) loss_rec_sfr: 0.2405 (0.2892) loss_cl: -0.2783 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [03:04:17.136427] Epoch: [216] [1140/2904] eta: 0:22:20 lr: 0.002095 loss: 0.1881 (0.1960) loss_rec_all: 0.2143 (0.2219) loss_rec_sfr: 0.2755 (0.2892) loss_cl: -0.2789 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [03:04:32.043248] Epoch: [216] [1160/2904] eta: 0:22:04 lr: 0.002095 loss: 0.1862 (0.1959) loss_rec_all: 0.2121 (0.2217) loss_rec_sfr: 0.2672 (0.2888) loss_cl: -0.2793 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [03:04:46.952294] Epoch: [216] [1180/2904] eta: 0:21:48 lr: 0.002095 loss: 0.1859 (0.1958) loss_rec_all: 0.2117 (0.2217) loss_rec_sfr: 0.2632 (0.2887) loss_cl: -0.2792 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [03:05:01.861098] Epoch: [216] [1200/2904] eta: 0:21:33 lr: 0.002095 loss: 0.1852 (0.1958) loss_rec_all: 0.2112 (0.2216) loss_rec_sfr: 0.2618 (0.2883) loss_cl: -0.2799 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [03:05:16.762919] Epoch: [216] [1220/2904] eta: 0:21:17 lr: 0.002095 loss: 0.1846 (0.1958) loss_rec_all: 0.2114 (0.2216) loss_rec_sfr: 0.2592 (0.2882) loss_cl: -0.2810 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [03:05:31.658854] Epoch: [216] [1240/2904] eta: 0:21:02 lr: 0.002095 loss: 0.1806 (0.1958) loss_rec_all: 0.2073 (0.2216) loss_rec_sfr: 0.2299 (0.2881) loss_cl: -0.2808 (-0.2788) time: 0.7448 data: 0.0003 max mem: 29860 [03:05:46.560081] Epoch: [216] [1260/2904] eta: 0:20:46 lr: 0.002095 loss: 0.1819 (0.1957) loss_rec_all: 0.2079 (0.2216) loss_rec_sfr: 0.2688 (0.2880) loss_cl: -0.2790 (-0.2788) time: 0.7450 data: 0.0003 max mem: 29860 [03:06:01.459566] Epoch: [216] [1280/2904] eta: 0:20:31 lr: 0.002095 loss: 0.1831 (0.1956) loss_rec_all: 0.2090 (0.2215) loss_rec_sfr: 0.2799 (0.2879) loss_cl: -0.2795 (-0.2788) time: 0.7449 data: 0.0003 max mem: 29860 [03:06:16.364095] Epoch: [216] [1300/2904] eta: 0:20:15 lr: 0.002095 loss: 0.1822 (0.1955) loss_rec_all: 0.2081 (0.2214) loss_rec_sfr: 0.2419 (0.2875) loss_cl: -0.2795 (-0.2788) time: 0.7452 data: 0.0003 max mem: 29860 [03:06:31.269217] Epoch: [216] [1320/2904] eta: 0:20:00 lr: 0.002095 loss: 0.1831 (0.1956) loss_rec_all: 0.2092 (0.2214) loss_rec_sfr: 0.2725 (0.2877) loss_cl: -0.2779 (-0.2788) time: 0.7452 data: 0.0003 max mem: 29860 [03:06:46.164606] Epoch: [216] [1340/2904] eta: 0:19:44 lr: 0.002095 loss: 0.1863 (0.1956) loss_rec_all: 0.2120 (0.2215) loss_rec_sfr: 0.2709 (0.2879) loss_cl: -0.2775 (-0.2788) time: 0.7447 data: 0.0003 max mem: 29860 [03:07:01.063101] Epoch: [216] [1360/2904] eta: 0:19:29 lr: 0.002095 loss: 0.1812 (0.1956) loss_rec_all: 0.2073 (0.2215) loss_rec_sfr: 0.2711 (0.2880) loss_cl: -0.2789 (-0.2788) time: 0.7449 data: 0.0003 max mem: 29860 [03:07:15.965143] Epoch: [216] [1380/2904] eta: 0:19:13 lr: 0.002095 loss: 0.1823 (0.1956) loss_rec_all: 0.2082 (0.2215) loss_rec_sfr: 0.2413 (0.2878) loss_cl: -0.2791 (-0.2788) time: 0.7451 data: 0.0003 max mem: 29860 [03:07:30.868982] Epoch: [216] [1400/2904] eta: 0:18:58 lr: 0.002095 loss: 0.1851 (0.1957) loss_rec_all: 0.2111 (0.2216) loss_rec_sfr: 0.2780 (0.2884) loss_cl: -0.2799 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [03:07:45.777729] Epoch: [216] [1420/2904] eta: 0:18:43 lr: 0.002095 loss: 0.1919 (0.1959) loss_rec_all: 0.2178 (0.2218) loss_rec_sfr: 0.2765 (0.2889) loss_cl: -0.2791 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [03:08:00.681778] Epoch: [216] [1440/2904] eta: 0:18:27 lr: 0.002095 loss: 0.1841 (0.1959) loss_rec_all: 0.2105 (0.2218) loss_rec_sfr: 0.2553 (0.2888) loss_cl: -0.2792 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [03:08:15.583155] Epoch: [216] [1460/2904] eta: 0:18:12 lr: 0.002095 loss: 0.1836 (0.1958) loss_rec_all: 0.2096 (0.2217) loss_rec_sfr: 0.2620 (0.2884) loss_cl: -0.2783 (-0.2788) time: 0.7450 data: 0.0003 max mem: 29860 [03:08:30.485582] Epoch: [216] [1480/2904] eta: 0:17:57 lr: 0.002095 loss: 0.1864 (0.1959) loss_rec_all: 0.2128 (0.2218) loss_rec_sfr: 0.2751 (0.2888) loss_cl: -0.2785 (-0.2788) time: 0.7451 data: 0.0003 max mem: 29860 [03:08:45.388764] Epoch: [216] [1500/2904] eta: 0:17:41 lr: 0.002094 loss: 0.1813 (0.1958) loss_rec_all: 0.2078 (0.2216) loss_rec_sfr: 0.2273 (0.2884) loss_cl: -0.2795 (-0.2788) time: 0.7451 data: 0.0003 max mem: 29860 [03:09:00.287971] Epoch: [216] [1520/2904] eta: 0:17:26 lr: 0.002094 loss: 0.1826 (0.1958) loss_rec_all: 0.2086 (0.2216) loss_rec_sfr: 0.2714 (0.2885) loss_cl: -0.2791 (-0.2788) time: 0.7449 data: 0.0003 max mem: 29860 [03:09:15.189408] Epoch: [216] [1540/2904] eta: 0:17:11 lr: 0.002094 loss: 0.1840 (0.1957) loss_rec_all: 0.2099 (0.2215) loss_rec_sfr: 0.2698 (0.2882) loss_cl: -0.2781 (-0.2788) time: 0.7450 data: 0.0003 max mem: 29860 [03:09:30.100808] Epoch: [216] [1560/2904] eta: 0:16:55 lr: 0.002094 loss: 0.1851 (0.1957) loss_rec_all: 0.2112 (0.2215) loss_rec_sfr: 0.2606 (0.2880) loss_cl: -0.2781 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [03:09:45.008512] Epoch: [216] [1580/2904] eta: 0:16:40 lr: 0.002094 loss: 0.1883 (0.1956) loss_rec_all: 0.2140 (0.2215) loss_rec_sfr: 0.2731 (0.2880) loss_cl: -0.2778 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [03:09:59.910363] Epoch: [216] [1600/2904] eta: 0:16:25 lr: 0.002094 loss: 0.1817 (0.1955) loss_rec_all: 0.2081 (0.2214) loss_rec_sfr: 0.2261 (0.2876) loss_cl: -0.2791 (-0.2788) time: 0.7451 data: 0.0003 max mem: 29860 [03:10:14.816466] Epoch: [216] [1620/2904] eta: 0:16:09 lr: 0.002094 loss: 0.1852 (0.1956) loss_rec_all: 0.2109 (0.2215) loss_rec_sfr: 0.2711 (0.2878) loss_cl: -0.2795 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [03:10:29.718737] Epoch: [216] [1640/2904] eta: 0:15:54 lr: 0.002094 loss: 0.1877 (0.1956) loss_rec_all: 0.2136 (0.2214) loss_rec_sfr: 0.2720 (0.2877) loss_cl: -0.2794 (-0.2788) time: 0.7451 data: 0.0003 max mem: 29860 [03:10:44.623865] Epoch: [216] [1660/2904] eta: 0:15:39 lr: 0.002094 loss: 0.1931 (0.1957) loss_rec_all: 0.2193 (0.2215) loss_rec_sfr: 0.2756 (0.2879) loss_cl: -0.2784 (-0.2788) time: 0.7452 data: 0.0003 max mem: 29860 [03:10:59.527459] Epoch: [216] [1680/2904] eta: 0:15:24 lr: 0.002094 loss: 0.1830 (0.1957) loss_rec_all: 0.2091 (0.2216) loss_rec_sfr: 0.2854 (0.2881) loss_cl: -0.2785 (-0.2788) time: 0.7451 data: 0.0003 max mem: 29860 [03:11:14.436969] Epoch: [216] [1700/2904] eta: 0:15:08 lr: 0.002094 loss: 0.1824 (0.1957) loss_rec_all: 0.2084 (0.2216) loss_rec_sfr: 0.2477 (0.2881) loss_cl: -0.2788 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [03:11:29.343798] Epoch: [216] [1720/2904] eta: 0:14:53 lr: 0.002094 loss: 0.1889 (0.1958) loss_rec_all: 0.2151 (0.2217) loss_rec_sfr: 0.2692 (0.2885) loss_cl: -0.2787 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [03:11:44.245638] Epoch: [216] [1740/2904] eta: 0:14:38 lr: 0.002094 loss: 0.1843 (0.1958) loss_rec_all: 0.2103 (0.2217) loss_rec_sfr: 0.2673 (0.2885) loss_cl: -0.2786 (-0.2788) time: 0.7450 data: 0.0003 max mem: 29860 [03:11:59.141388] Epoch: [216] [1760/2904] eta: 0:14:23 lr: 0.002094 loss: 0.1843 (0.1958) loss_rec_all: 0.2100 (0.2217) loss_rec_sfr: 0.2593 (0.2884) loss_cl: -0.2785 (-0.2788) time: 0.7447 data: 0.0003 max mem: 29860 [03:12:14.042663] Epoch: [216] [1780/2904] eta: 0:14:08 lr: 0.002094 loss: 0.1849 (0.1958) loss_rec_all: 0.2113 (0.2217) loss_rec_sfr: 0.2596 (0.2885) loss_cl: -0.2788 (-0.2788) time: 0.7450 data: 0.0003 max mem: 29860 [03:12:28.945077] Epoch: [216] [1800/2904] eta: 0:13:52 lr: 0.002094 loss: 0.1828 (0.1958) loss_rec_all: 0.2087 (0.2217) loss_rec_sfr: 0.2645 (0.2884) loss_cl: -0.2793 (-0.2788) time: 0.7451 data: 0.0003 max mem: 29860 [03:12:43.855180] Epoch: [216] [1820/2904] eta: 0:13:37 lr: 0.002094 loss: 0.1869 (0.1958) loss_rec_all: 0.2130 (0.2217) loss_rec_sfr: 0.2740 (0.2885) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [03:12:58.765358] Epoch: [216] [1840/2904] eta: 0:13:22 lr: 0.002094 loss: 0.1831 (0.1958) loss_rec_all: 0.2091 (0.2216) loss_rec_sfr: 0.2405 (0.2883) loss_cl: -0.2779 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [03:13:13.688061] Epoch: [216] [1860/2904] eta: 0:13:07 lr: 0.002094 loss: 0.1872 (0.1958) loss_rec_all: 0.2129 (0.2217) loss_rec_sfr: 0.2789 (0.2886) loss_cl: -0.2785 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [03:13:28.594030] Epoch: [216] [1880/2904] eta: 0:12:52 lr: 0.002094 loss: 0.1829 (0.1958) loss_rec_all: 0.2087 (0.2216) loss_rec_sfr: 0.2673 (0.2884) loss_cl: -0.2784 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [03:13:43.501137] Epoch: [216] [1900/2904] eta: 0:12:36 lr: 0.002094 loss: 0.1821 (0.1957) loss_rec_all: 0.2084 (0.2215) loss_rec_sfr: 0.2696 (0.2882) loss_cl: -0.2790 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [03:13:58.408740] Epoch: [216] [1920/2904] eta: 0:12:21 lr: 0.002094 loss: 0.1841 (0.1957) loss_rec_all: 0.2101 (0.2215) loss_rec_sfr: 0.2803 (0.2883) loss_cl: -0.2795 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [03:14:13.319645] Epoch: [216] [1940/2904] eta: 0:12:06 lr: 0.002094 loss: 0.1865 (0.1956) loss_rec_all: 0.2123 (0.2215) loss_rec_sfr: 0.2705 (0.2881) loss_cl: -0.2793 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [03:14:28.222975] Epoch: [216] [1960/2904] eta: 0:11:51 lr: 0.002094 loss: 0.1846 (0.1955) loss_rec_all: 0.2109 (0.2214) loss_rec_sfr: 0.2357 (0.2877) loss_cl: -0.2798 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [03:14:43.128872] Epoch: [216] [1980/2904] eta: 0:11:36 lr: 0.002094 loss: 0.1828 (0.1955) loss_rec_all: 0.2088 (0.2213) loss_rec_sfr: 0.2805 (0.2878) loss_cl: -0.2791 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [03:14:58.030409] Epoch: [216] [2000/2904] eta: 0:11:21 lr: 0.002094 loss: 0.1830 (0.1954) loss_rec_all: 0.2089 (0.2213) loss_rec_sfr: 0.2712 (0.2876) loss_cl: -0.2788 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [03:15:12.938319] Epoch: [216] [2020/2904] eta: 0:11:05 lr: 0.002094 loss: 0.1862 (0.1954) loss_rec_all: 0.2125 (0.2213) loss_rec_sfr: 0.2716 (0.2877) loss_cl: -0.2781 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [03:15:27.836871] Epoch: [216] [2040/2904] eta: 0:10:50 lr: 0.002094 loss: 0.1823 (0.1954) loss_rec_all: 0.2088 (0.2213) loss_rec_sfr: 0.2721 (0.2877) loss_cl: -0.2794 (-0.2788) time: 0.7449 data: 0.0002 max mem: 29860 [03:15:42.740275] Epoch: [216] [2060/2904] eta: 0:10:35 lr: 0.002094 loss: 0.1815 (0.1954) loss_rec_all: 0.2074 (0.2213) loss_rec_sfr: 0.2649 (0.2876) loss_cl: -0.2784 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [03:15:57.647840] Epoch: [216] [2080/2904] eta: 0:10:20 lr: 0.002094 loss: 0.1827 (0.1954) loss_rec_all: 0.2086 (0.2212) loss_rec_sfr: 0.2460 (0.2875) loss_cl: -0.2790 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [03:16:12.561092] Epoch: [216] [2100/2904] eta: 0:10:05 lr: 0.002094 loss: 0.1812 (0.1954) loss_rec_all: 0.2070 (0.2212) loss_rec_sfr: 0.2701 (0.2875) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [03:16:27.478739] Epoch: [216] [2120/2904] eta: 0:09:50 lr: 0.002094 loss: 0.1818 (0.1953) loss_rec_all: 0.2079 (0.2212) loss_rec_sfr: 0.2631 (0.2873) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [03:16:42.384978] Epoch: [216] [2140/2904] eta: 0:09:35 lr: 0.002094 loss: 0.1842 (0.1952) loss_rec_all: 0.2105 (0.2211) loss_rec_sfr: 0.2644 (0.2871) loss_cl: -0.2794 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [03:16:57.440958] Epoch: [216] [2160/2904] eta: 0:09:20 lr: 0.002094 loss: 0.1847 (0.1952) loss_rec_all: 0.2106 (0.2211) loss_rec_sfr: 0.2719 (0.2871) loss_cl: -0.2785 (-0.2788) time: 0.7528 data: 0.0002 max mem: 29860 [03:17:12.352483] Epoch: [216] [2180/2904] eta: 0:09:05 lr: 0.002094 loss: 0.1901 (0.1953) loss_rec_all: 0.2165 (0.2212) loss_rec_sfr: 0.2716 (0.2874) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [03:17:27.262630] Epoch: [216] [2200/2904] eta: 0:08:49 lr: 0.002094 loss: 0.1866 (0.1953) loss_rec_all: 0.2125 (0.2212) loss_rec_sfr: 0.2717 (0.2874) loss_cl: -0.2793 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [03:17:42.176124] Epoch: [216] [2220/2904] eta: 0:08:34 lr: 0.002094 loss: 0.1856 (0.1952) loss_rec_all: 0.2115 (0.2211) loss_rec_sfr: 0.2735 (0.2872) loss_cl: -0.2783 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [03:17:57.081839] Epoch: [216] [2240/2904] eta: 0:08:19 lr: 0.002094 loss: 0.1833 (0.1952) loss_rec_all: 0.2092 (0.2211) loss_rec_sfr: 0.2677 (0.2871) loss_cl: -0.2786 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [03:18:11.987524] Epoch: [216] [2260/2904] eta: 0:08:04 lr: 0.002094 loss: 0.1803 (0.1951) loss_rec_all: 0.2065 (0.2210) loss_rec_sfr: 0.2398 (0.2869) loss_cl: -0.2795 (-0.2788) time: 0.7452 data: 0.0003 max mem: 29860 [03:18:26.899483] Epoch: [216] [2280/2904] eta: 0:07:49 lr: 0.002094 loss: 0.1860 (0.1951) loss_rec_all: 0.2119 (0.2210) loss_rec_sfr: 0.2665 (0.2869) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [03:18:41.812845] Epoch: [216] [2300/2904] eta: 0:07:34 lr: 0.002094 loss: 0.1871 (0.1951) loss_rec_all: 0.2130 (0.2210) loss_rec_sfr: 0.2616 (0.2868) loss_cl: -0.2782 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [03:18:56.727044] Epoch: [216] [2320/2904] eta: 0:07:19 lr: 0.002094 loss: 0.1849 (0.1952) loss_rec_all: 0.2108 (0.2210) loss_rec_sfr: 0.2726 (0.2870) loss_cl: -0.2794 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [03:19:11.638536] Epoch: [216] [2340/2904] eta: 0:07:04 lr: 0.002094 loss: 0.1856 (0.1952) loss_rec_all: 0.2120 (0.2210) loss_rec_sfr: 0.2636 (0.2869) loss_cl: -0.2795 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [03:19:26.548164] Epoch: [216] [2360/2904] eta: 0:06:49 lr: 0.002093 loss: 0.1878 (0.1952) loss_rec_all: 0.2140 (0.2210) loss_rec_sfr: 0.2681 (0.2870) loss_cl: -0.2787 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [03:19:41.460649] Epoch: [216] [2380/2904] eta: 0:06:34 lr: 0.002093 loss: 0.1835 (0.1951) loss_rec_all: 0.2097 (0.2210) loss_rec_sfr: 0.2650 (0.2869) loss_cl: -0.2793 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [03:19:56.372386] Epoch: [216] [2400/2904] eta: 0:06:19 lr: 0.002093 loss: 0.1850 (0.1951) loss_rec_all: 0.2112 (0.2210) loss_rec_sfr: 0.2706 (0.2868) loss_cl: -0.2799 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [03:20:11.283369] Epoch: [216] [2420/2904] eta: 0:06:04 lr: 0.002093 loss: 0.1836 (0.1951) loss_rec_all: 0.2095 (0.2210) loss_rec_sfr: 0.2690 (0.2868) loss_cl: -0.2785 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [03:20:26.191501] Epoch: [216] [2440/2904] eta: 0:05:48 lr: 0.002093 loss: 0.1847 (0.1951) loss_rec_all: 0.2105 (0.2210) loss_rec_sfr: 0.2650 (0.2868) loss_cl: -0.2779 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [03:20:41.100477] Epoch: [216] [2460/2904] eta: 0:05:33 lr: 0.002093 loss: 0.1868 (0.1951) loss_rec_all: 0.2128 (0.2210) loss_rec_sfr: 0.2652 (0.2868) loss_cl: -0.2784 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [03:20:56.001421] Epoch: [216] [2480/2904] eta: 0:05:18 lr: 0.002093 loss: 0.1871 (0.1951) loss_rec_all: 0.2131 (0.2210) loss_rec_sfr: 0.2673 (0.2868) loss_cl: -0.2784 (-0.2788) time: 0.7450 data: 0.0003 max mem: 29860 [03:21:10.909637] Epoch: [216] [2500/2904] eta: 0:05:03 lr: 0.002093 loss: 0.1841 (0.1951) loss_rec_all: 0.2101 (0.2210) loss_rec_sfr: 0.2747 (0.2868) loss_cl: -0.2795 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [03:21:25.817696] Epoch: [216] [2520/2904] eta: 0:04:48 lr: 0.002093 loss: 0.1816 (0.1951) loss_rec_all: 0.2077 (0.2209) loss_rec_sfr: 0.2777 (0.2868) loss_cl: -0.2791 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [03:21:40.731903] Epoch: [216] [2540/2904] eta: 0:04:33 lr: 0.002093 loss: 0.1833 (0.1951) loss_rec_all: 0.2098 (0.2209) loss_rec_sfr: 0.2649 (0.2868) loss_cl: -0.2796 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [03:21:55.645638] Epoch: [216] [2560/2904] eta: 0:04:18 lr: 0.002093 loss: 0.1860 (0.1950) loss_rec_all: 0.2122 (0.2209) loss_rec_sfr: 0.2562 (0.2867) loss_cl: -0.2793 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [03:22:10.553375] Epoch: [216] [2580/2904] eta: 0:04:03 lr: 0.002093 loss: 0.1862 (0.1950) loss_rec_all: 0.2121 (0.2209) loss_rec_sfr: 0.2692 (0.2867) loss_cl: -0.2784 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [03:22:25.458430] Epoch: [216] [2600/2904] eta: 0:03:48 lr: 0.002093 loss: 0.1877 (0.1950) loss_rec_all: 0.2135 (0.2209) loss_rec_sfr: 0.2626 (0.2865) loss_cl: -0.2779 (-0.2788) time: 0.7452 data: 0.0003 max mem: 29860 [03:22:40.370205] Epoch: [216] [2620/2904] eta: 0:03:33 lr: 0.002093 loss: 0.1872 (0.1951) loss_rec_all: 0.2136 (0.2209) loss_rec_sfr: 0.2814 (0.2868) loss_cl: -0.2794 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [03:22:55.279495] Epoch: [216] [2640/2904] eta: 0:03:18 lr: 0.002093 loss: 0.1853 (0.1951) loss_rec_all: 0.2116 (0.2210) loss_rec_sfr: 0.2688 (0.2869) loss_cl: -0.2800 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [03:23:10.183167] Epoch: [216] [2660/2904] eta: 0:03:03 lr: 0.002093 loss: 0.1839 (0.1951) loss_rec_all: 0.2098 (0.2210) loss_rec_sfr: 0.2604 (0.2868) loss_cl: -0.2791 (-0.2788) time: 0.7451 data: 0.0003 max mem: 29860 [03:23:25.090517] Epoch: [216] [2680/2904] eta: 0:02:48 lr: 0.002093 loss: 0.1860 (0.1951) loss_rec_all: 0.2118 (0.2209) loss_rec_sfr: 0.2769 (0.2868) loss_cl: -0.2776 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [03:23:39.999169] Epoch: [216] [2700/2904] eta: 0:02:33 lr: 0.002093 loss: 0.1820 (0.1950) loss_rec_all: 0.2083 (0.2209) loss_rec_sfr: 0.2649 (0.2866) loss_cl: -0.2791 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [03:23:54.906906] Epoch: [216] [2720/2904] eta: 0:02:18 lr: 0.002093 loss: 0.1863 (0.1950) loss_rec_all: 0.2124 (0.2209) loss_rec_sfr: 0.2625 (0.2865) loss_cl: -0.2796 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [03:24:09.818145] Epoch: [216] [2740/2904] eta: 0:02:03 lr: 0.002093 loss: 0.1859 (0.1950) loss_rec_all: 0.2125 (0.2209) loss_rec_sfr: 0.2722 (0.2865) loss_cl: -0.2795 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [03:24:24.725842] Epoch: [216] [2760/2904] eta: 0:01:48 lr: 0.002093 loss: 0.1829 (0.1950) loss_rec_all: 0.2089 (0.2209) loss_rec_sfr: 0.2732 (0.2866) loss_cl: -0.2794 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [03:24:39.629172] Epoch: [216] [2780/2904] eta: 0:01:33 lr: 0.002093 loss: 0.1853 (0.1950) loss_rec_all: 0.2113 (0.2209) loss_rec_sfr: 0.2664 (0.2866) loss_cl: -0.2781 (-0.2788) time: 0.7451 data: 0.0003 max mem: 29860 [03:24:54.538262] Epoch: [216] [2800/2904] eta: 0:01:18 lr: 0.002093 loss: 0.1831 (0.1950) loss_rec_all: 0.2090 (0.2208) loss_rec_sfr: 0.2663 (0.2866) loss_cl: -0.2789 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [03:25:09.451368] Epoch: [216] [2820/2904] eta: 0:01:03 lr: 0.002093 loss: 0.1885 (0.1950) loss_rec_all: 0.2143 (0.2209) loss_rec_sfr: 0.2742 (0.2867) loss_cl: -0.2782 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [03:25:24.389100] Epoch: [216] [2840/2904] eta: 0:00:48 lr: 0.002093 loss: 0.1892 (0.1951) loss_rec_all: 0.2150 (0.2209) loss_rec_sfr: 0.2599 (0.2868) loss_cl: -0.2782 (-0.2788) time: 0.7468 data: 0.0024 max mem: 29860 [03:25:39.285236] Epoch: [216] [2860/2904] eta: 0:00:33 lr: 0.002093 loss: 0.1853 (0.1951) loss_rec_all: 0.2112 (0.2209) loss_rec_sfr: 0.2770 (0.2869) loss_cl: -0.2791 (-0.2788) time: 0.7448 data: 0.0001 max mem: 29860 [03:25:54.180942] Epoch: [216] [2880/2904] eta: 0:00:18 lr: 0.002093 loss: 0.1853 (0.1951) loss_rec_all: 0.2114 (0.2209) loss_rec_sfr: 0.2615 (0.2868) loss_cl: -0.2785 (-0.2788) time: 0.7447 data: 0.0001 max mem: 29860 [03:26:09.078562] Epoch: [216] [2900/2904] eta: 0:00:03 lr: 0.002093 loss: 0.1834 (0.1951) loss_rec_all: 0.2096 (0.2210) loss_rec_sfr: 0.2767 (0.2870) loss_cl: -0.2791 (-0.2788) time: 0.7448 data: 0.0001 max mem: 29860 [03:26:11.319898] Epoch: [216] [2903/2904] eta: 0:00:00 lr: 0.002093 loss: 0.1871 (0.1951) loss_rec_all: 0.2131 (0.2210) loss_rec_sfr: 0.2767 (0.2870) loss_cl: -0.2791 (-0.2788) time: 0.7448 data: 0.0001 max mem: 29860 [03:26:13.434650] Epoch: [216] Total time: 0:36:23 (0.7518 s / it) [03:26:13.436014] Averaged stats: lr: 0.002093 loss: 0.1871 (0.1974) loss_rec_all: 0.2131 (0.2209) loss_rec_sfr: 0.2767 (0.2872) loss_cl: -0.2791 (-0.2556) [03:26:13.441303] log_dir: ./checkpoint/VF2_ViT-B [03:26:30.544641] Epoch: [217] [ 0/2904] eta: 13:47:45 lr: 0.002093 loss: 0.1802 (0.1802) loss_rec_all: 0.2066 (0.2066) loss_rec_sfr: 0.2219 (0.2219) loss_cl: -0.2791 (-0.2791) time: 17.1026 data: 16.3710 max mem: 29860 [03:26:46.540255] Epoch: [217] [ 20/2904] eta: 1:15:45 lr: 0.002093 loss: 0.1817 (0.1962) loss_rec_all: 0.2084 (0.2222) loss_rec_sfr: 0.2653 (0.2873) loss_cl: -0.2797 (-0.2795) time: 0.7997 data: 0.0002 max mem: 29860 [03:27:01.393399] Epoch: [217] [ 40/2904] eta: 0:55:49 lr: 0.002093 loss: 0.1858 (0.1995) loss_rec_all: 0.2119 (0.2254) loss_rec_sfr: 0.2731 (0.3017) loss_cl: -0.2795 (-0.2795) time: 0.7426 data: 0.0002 max mem: 29860 [03:27:16.273070] Epoch: [217] [ 60/2904] eta: 0:48:49 lr: 0.002093 loss: 0.1861 (0.1984) loss_rec_all: 0.2120 (0.2242) loss_rec_sfr: 0.2682 (0.2996) loss_cl: -0.2786 (-0.2793) time: 0.7439 data: 0.0002 max mem: 29860 [03:27:31.143030] Epoch: [217] [ 80/2904] eta: 0:45:08 lr: 0.002093 loss: 0.1864 (0.1966) loss_rec_all: 0.2123 (0.2224) loss_rec_sfr: 0.2689 (0.2946) loss_cl: -0.2786 (-0.2791) time: 0.7434 data: 0.0002 max mem: 29860 [03:27:46.029726] Epoch: [217] [ 100/2904] eta: 0:42:50 lr: 0.002093 loss: 0.1852 (0.1968) loss_rec_all: 0.2110 (0.2227) loss_rec_sfr: 0.2434 (0.2929) loss_cl: -0.2789 (-0.2790) time: 0.7442 data: 0.0003 max mem: 29860 [03:28:00.942232] Epoch: [217] [ 120/2904] eta: 0:41:13 lr: 0.002093 loss: 0.1895 (0.1973) loss_rec_all: 0.2157 (0.2232) loss_rec_sfr: 0.2614 (0.2927) loss_cl: -0.2787 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [03:28:15.854256] Epoch: [217] [ 140/2904] eta: 0:39:59 lr: 0.002093 loss: 0.1845 (0.1971) loss_rec_all: 0.2110 (0.2229) loss_rec_sfr: 0.2685 (0.2915) loss_cl: -0.2785 (-0.2789) time: 0.7455 data: 0.0003 max mem: 29860 [03:28:30.763554] Epoch: [217] [ 160/2904] eta: 0:39:00 lr: 0.002093 loss: 0.1862 (0.1969) loss_rec_all: 0.2124 (0.2227) loss_rec_sfr: 0.2683 (0.2911) loss_cl: -0.2794 (-0.2789) time: 0.7454 data: 0.0003 max mem: 29860 [03:28:45.677176] Epoch: [217] [ 180/2904] eta: 0:38:10 lr: 0.002093 loss: 0.1809 (0.1956) loss_rec_all: 0.2075 (0.2215) loss_rec_sfr: 0.2281 (0.2865) loss_cl: -0.2795 (-0.2790) time: 0.7456 data: 0.0003 max mem: 29860 [03:29:00.593531] Epoch: [217] [ 200/2904] eta: 0:37:28 lr: 0.002093 loss: 0.1826 (0.1955) loss_rec_all: 0.2086 (0.2214) loss_rec_sfr: 0.2643 (0.2866) loss_cl: -0.2783 (-0.2789) time: 0.7458 data: 0.0003 max mem: 29860 [03:29:15.503349] Epoch: [217] [ 220/2904] eta: 0:36:50 lr: 0.002093 loss: 0.1805 (0.1952) loss_rec_all: 0.2068 (0.2211) loss_rec_sfr: 0.2577 (0.2863) loss_cl: -0.2787 (-0.2789) time: 0.7454 data: 0.0003 max mem: 29860 [03:29:30.403259] Epoch: [217] [ 240/2904] eta: 0:36:17 lr: 0.002093 loss: 0.1877 (0.1958) loss_rec_all: 0.2138 (0.2217) loss_rec_sfr: 0.2778 (0.2888) loss_cl: -0.2789 (-0.2789) time: 0.7450 data: 0.0003 max mem: 29860 [03:29:45.325433] Epoch: [217] [ 260/2904] eta: 0:35:46 lr: 0.002093 loss: 0.1843 (0.1960) loss_rec_all: 0.2107 (0.2219) loss_rec_sfr: 0.2340 (0.2887) loss_cl: -0.2791 (-0.2789) time: 0.7461 data: 0.0003 max mem: 29860 [03:30:00.227737] Epoch: [217] [ 280/2904] eta: 0:35:17 lr: 0.002093 loss: 0.1873 (0.1957) loss_rec_all: 0.2135 (0.2216) loss_rec_sfr: 0.2659 (0.2878) loss_cl: -0.2798 (-0.2790) time: 0.7451 data: 0.0003 max mem: 29860 [03:30:15.128665] Epoch: [217] [ 300/2904] eta: 0:34:50 lr: 0.002093 loss: 0.1850 (0.1957) loss_rec_all: 0.2112 (0.2216) loss_rec_sfr: 0.2663 (0.2882) loss_cl: -0.2789 (-0.2789) time: 0.7450 data: 0.0003 max mem: 29860 [03:30:30.026773] Epoch: [217] [ 320/2904] eta: 0:34:25 lr: 0.002093 loss: 0.1841 (0.1958) loss_rec_all: 0.2099 (0.2216) loss_rec_sfr: 0.2679 (0.2886) loss_cl: -0.2788 (-0.2789) time: 0.7449 data: 0.0002 max mem: 29860 [03:30:44.952732] Epoch: [217] [ 340/2904] eta: 0:34:01 lr: 0.002092 loss: 0.1850 (0.1955) loss_rec_all: 0.2111 (0.2213) loss_rec_sfr: 0.2670 (0.2878) loss_cl: -0.2784 (-0.2789) time: 0.7463 data: 0.0003 max mem: 29860 [03:30:59.856233] Epoch: [217] [ 360/2904] eta: 0:33:38 lr: 0.002092 loss: 0.1883 (0.1955) loss_rec_all: 0.2145 (0.2214) loss_rec_sfr: 0.2661 (0.2878) loss_cl: -0.2790 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [03:31:14.770086] Epoch: [217] [ 380/2904] eta: 0:33:16 lr: 0.002092 loss: 0.1862 (0.1958) loss_rec_all: 0.2124 (0.2217) loss_rec_sfr: 0.2612 (0.2886) loss_cl: -0.2792 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [03:31:29.703948] Epoch: [217] [ 400/2904] eta: 0:32:54 lr: 0.002092 loss: 0.1879 (0.1964) loss_rec_all: 0.2139 (0.2222) loss_rec_sfr: 0.2802 (0.2905) loss_cl: -0.2791 (-0.2789) time: 0.7467 data: 0.0002 max mem: 29860 [03:31:44.640552] Epoch: [217] [ 420/2904] eta: 0:32:34 lr: 0.002092 loss: 0.1857 (0.1962) loss_rec_all: 0.2120 (0.2221) loss_rec_sfr: 0.2618 (0.2896) loss_cl: -0.2790 (-0.2789) time: 0.7468 data: 0.0002 max mem: 29860 [03:31:59.577939] Epoch: [217] [ 440/2904] eta: 0:32:13 lr: 0.002092 loss: 0.1864 (0.1961) loss_rec_all: 0.2122 (0.2219) loss_rec_sfr: 0.2733 (0.2891) loss_cl: -0.2795 (-0.2789) time: 0.7468 data: 0.0002 max mem: 29860 [03:32:14.507672] Epoch: [217] [ 460/2904] eta: 0:31:54 lr: 0.002092 loss: 0.1827 (0.1959) loss_rec_all: 0.2086 (0.2217) loss_rec_sfr: 0.2669 (0.2884) loss_cl: -0.2778 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [03:32:29.426682] Epoch: [217] [ 480/2904] eta: 0:31:34 lr: 0.002092 loss: 0.1904 (0.1960) loss_rec_all: 0.2161 (0.2219) loss_rec_sfr: 0.2776 (0.2896) loss_cl: -0.2782 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [03:32:44.350516] Epoch: [217] [ 500/2904] eta: 0:31:15 lr: 0.002092 loss: 0.1823 (0.1960) loss_rec_all: 0.2084 (0.2219) loss_rec_sfr: 0.2735 (0.2900) loss_cl: -0.2784 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [03:32:59.261170] Epoch: [217] [ 520/2904] eta: 0:30:56 lr: 0.002092 loss: 0.1836 (0.1960) loss_rec_all: 0.2095 (0.2218) loss_rec_sfr: 0.2707 (0.2903) loss_cl: -0.2800 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [03:33:14.181149] Epoch: [217] [ 540/2904] eta: 0:30:38 lr: 0.002092 loss: 0.1832 (0.1960) loss_rec_all: 0.2092 (0.2219) loss_rec_sfr: 0.2723 (0.2906) loss_cl: -0.2788 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [03:33:29.107489] Epoch: [217] [ 560/2904] eta: 0:30:20 lr: 0.002092 loss: 0.1875 (0.1960) loss_rec_all: 0.2133 (0.2219) loss_rec_sfr: 0.2632 (0.2906) loss_cl: -0.2789 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [03:33:44.028280] Epoch: [217] [ 580/2904] eta: 0:30:02 lr: 0.002092 loss: 0.1859 (0.1961) loss_rec_all: 0.2117 (0.2220) loss_rec_sfr: 0.2773 (0.2909) loss_cl: -0.2779 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [03:33:58.942272] Epoch: [217] [ 600/2904] eta: 0:29:44 lr: 0.002092 loss: 0.1826 (0.1958) loss_rec_all: 0.2092 (0.2216) loss_rec_sfr: 0.2675 (0.2899) loss_cl: -0.2792 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [03:34:13.857181] Epoch: [217] [ 620/2904] eta: 0:29:26 lr: 0.002092 loss: 0.1842 (0.1960) loss_rec_all: 0.2102 (0.2218) loss_rec_sfr: 0.2679 (0.2904) loss_cl: -0.2799 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [03:34:28.776562] Epoch: [217] [ 640/2904] eta: 0:29:09 lr: 0.002092 loss: 0.1851 (0.1959) loss_rec_all: 0.2114 (0.2217) loss_rec_sfr: 0.2621 (0.2898) loss_cl: -0.2789 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [03:34:43.695681] Epoch: [217] [ 660/2904] eta: 0:28:52 lr: 0.002092 loss: 0.1868 (0.1960) loss_rec_all: 0.2127 (0.2219) loss_rec_sfr: 0.2815 (0.2905) loss_cl: -0.2787 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [03:34:58.614858] Epoch: [217] [ 680/2904] eta: 0:28:34 lr: 0.002092 loss: 0.1852 (0.1960) loss_rec_all: 0.2114 (0.2219) loss_rec_sfr: 0.2320 (0.2900) loss_cl: -0.2784 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [03:35:13.534230] Epoch: [217] [ 700/2904] eta: 0:28:17 lr: 0.002092 loss: 0.1825 (0.1959) loss_rec_all: 0.2088 (0.2217) loss_rec_sfr: 0.2634 (0.2896) loss_cl: -0.2790 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [03:35:28.452004] Epoch: [217] [ 720/2904] eta: 0:28:01 lr: 0.002092 loss: 0.1819 (0.1959) loss_rec_all: 0.2084 (0.2217) loss_rec_sfr: 0.2756 (0.2900) loss_cl: -0.2787 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [03:35:43.371567] Epoch: [217] [ 740/2904] eta: 0:27:44 lr: 0.002092 loss: 0.1821 (0.1958) loss_rec_all: 0.2084 (0.2216) loss_rec_sfr: 0.2673 (0.2898) loss_cl: -0.2792 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [03:35:58.296414] Epoch: [217] [ 760/2904] eta: 0:27:27 lr: 0.002092 loss: 0.1810 (0.1958) loss_rec_all: 0.2071 (0.2216) loss_rec_sfr: 0.2639 (0.2897) loss_cl: -0.2781 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [03:36:13.211409] Epoch: [217] [ 780/2904] eta: 0:27:11 lr: 0.002092 loss: 0.1871 (0.1959) loss_rec_all: 0.2130 (0.2218) loss_rec_sfr: 0.2697 (0.2901) loss_cl: -0.2783 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [03:36:28.128303] Epoch: [217] [ 800/2904] eta: 0:26:54 lr: 0.002092 loss: 0.1835 (0.1957) loss_rec_all: 0.2095 (0.2215) loss_rec_sfr: 0.2539 (0.2895) loss_cl: -0.2777 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [03:36:43.038843] Epoch: [217] [ 820/2904] eta: 0:26:38 lr: 0.002092 loss: 0.1880 (0.1959) loss_rec_all: 0.2142 (0.2217) loss_rec_sfr: 0.2593 (0.2898) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [03:36:57.956737] Epoch: [217] [ 840/2904] eta: 0:26:21 lr: 0.002092 loss: 0.1870 (0.1959) loss_rec_all: 0.2131 (0.2217) loss_rec_sfr: 0.2713 (0.2901) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [03:37:12.876794] Epoch: [217] [ 860/2904] eta: 0:26:05 lr: 0.002092 loss: 0.1848 (0.1957) loss_rec_all: 0.2110 (0.2216) loss_rec_sfr: 0.2659 (0.2894) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [03:37:27.791451] Epoch: [217] [ 880/2904] eta: 0:25:49 lr: 0.002092 loss: 0.1815 (0.1957) loss_rec_all: 0.2078 (0.2216) loss_rec_sfr: 0.2715 (0.2895) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [03:37:42.712261] Epoch: [217] [ 900/2904] eta: 0:25:32 lr: 0.002092 loss: 0.1894 (0.1960) loss_rec_all: 0.2153 (0.2218) loss_rec_sfr: 0.2751 (0.2902) loss_cl: -0.2776 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [03:37:57.625322] Epoch: [217] [ 920/2904] eta: 0:25:16 lr: 0.002092 loss: 0.1862 (0.1960) loss_rec_all: 0.2122 (0.2219) loss_rec_sfr: 0.2703 (0.2904) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [03:38:12.535217] Epoch: [217] [ 940/2904] eta: 0:25:00 lr: 0.002092 loss: 0.1841 (0.1960) loss_rec_all: 0.2108 (0.2219) loss_rec_sfr: 0.2760 (0.2905) loss_cl: -0.2797 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [03:38:27.452960] Epoch: [217] [ 960/2904] eta: 0:24:44 lr: 0.002092 loss: 0.1845 (0.1959) loss_rec_all: 0.2104 (0.2218) loss_rec_sfr: 0.2648 (0.2903) loss_cl: -0.2797 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [03:38:42.362291] Epoch: [217] [ 980/2904] eta: 0:24:28 lr: 0.002092 loss: 0.1853 (0.1959) loss_rec_all: 0.2111 (0.2218) loss_rec_sfr: 0.2720 (0.2903) loss_cl: -0.2789 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [03:38:57.283913] Epoch: [217] [1000/2904] eta: 0:24:12 lr: 0.002092 loss: 0.1892 (0.1959) loss_rec_all: 0.2150 (0.2218) loss_rec_sfr: 0.2704 (0.2904) loss_cl: -0.2781 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [03:39:12.197848] Epoch: [217] [1020/2904] eta: 0:23:56 lr: 0.002092 loss: 0.1813 (0.1958) loss_rec_all: 0.2076 (0.2217) loss_rec_sfr: 0.2659 (0.2900) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [03:39:27.111699] Epoch: [217] [1040/2904] eta: 0:23:41 lr: 0.002092 loss: 0.1832 (0.1960) loss_rec_all: 0.2097 (0.2219) loss_rec_sfr: 0.2686 (0.2908) loss_cl: -0.2794 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [03:39:42.025196] Epoch: [217] [1060/2904] eta: 0:23:25 lr: 0.002092 loss: 0.1809 (0.1959) loss_rec_all: 0.2073 (0.2218) loss_rec_sfr: 0.2646 (0.2904) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [03:39:56.940295] Epoch: [217] [1080/2904] eta: 0:23:09 lr: 0.002092 loss: 0.1826 (0.1959) loss_rec_all: 0.2085 (0.2218) loss_rec_sfr: 0.2724 (0.2906) loss_cl: -0.2784 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [03:40:11.853924] Epoch: [217] [1100/2904] eta: 0:22:53 lr: 0.002092 loss: 0.1826 (0.1961) loss_rec_all: 0.2090 (0.2219) loss_rec_sfr: 0.2708 (0.2910) loss_cl: -0.2784 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [03:40:26.770352] Epoch: [217] [1120/2904] eta: 0:22:37 lr: 0.002092 loss: 0.1877 (0.1961) loss_rec_all: 0.2136 (0.2219) loss_rec_sfr: 0.2754 (0.2909) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [03:40:41.679346] Epoch: [217] [1140/2904] eta: 0:22:22 lr: 0.002092 loss: 0.1843 (0.1960) loss_rec_all: 0.2107 (0.2218) loss_rec_sfr: 0.2660 (0.2906) loss_cl: -0.2798 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [03:40:56.589182] Epoch: [217] [1160/2904] eta: 0:22:06 lr: 0.002092 loss: 0.1912 (0.1960) loss_rec_all: 0.2172 (0.2218) loss_rec_sfr: 0.2710 (0.2906) loss_cl: -0.2802 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [03:41:11.509552] Epoch: [217] [1180/2904] eta: 0:21:50 lr: 0.002092 loss: 0.1878 (0.1962) loss_rec_all: 0.2138 (0.2220) loss_rec_sfr: 0.2848 (0.2911) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [03:41:26.428823] Epoch: [217] [1200/2904] eta: 0:21:35 lr: 0.002092 loss: 0.1882 (0.1962) loss_rec_all: 0.2144 (0.2220) loss_rec_sfr: 0.2607 (0.2909) loss_cl: -0.2782 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [03:41:41.346459] Epoch: [217] [1220/2904] eta: 0:21:19 lr: 0.002091 loss: 0.1840 (0.1962) loss_rec_all: 0.2101 (0.2220) loss_rec_sfr: 0.2651 (0.2908) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [03:41:56.262327] Epoch: [217] [1240/2904] eta: 0:21:04 lr: 0.002091 loss: 0.1834 (0.1961) loss_rec_all: 0.2097 (0.2220) loss_rec_sfr: 0.2592 (0.2904) loss_cl: -0.2794 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [03:42:11.185915] Epoch: [217] [1260/2904] eta: 0:20:48 lr: 0.002091 loss: 0.1806 (0.1960) loss_rec_all: 0.2065 (0.2218) loss_rec_sfr: 0.2733 (0.2901) loss_cl: -0.2793 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [03:42:26.110106] Epoch: [217] [1280/2904] eta: 0:20:33 lr: 0.002091 loss: 0.1883 (0.1960) loss_rec_all: 0.2142 (0.2219) loss_rec_sfr: 0.2707 (0.2901) loss_cl: -0.2787 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [03:42:41.029430] Epoch: [217] [1300/2904] eta: 0:20:17 lr: 0.002091 loss: 0.1861 (0.1960) loss_rec_all: 0.2122 (0.2219) loss_rec_sfr: 0.2781 (0.2902) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [03:42:55.946418] Epoch: [217] [1320/2904] eta: 0:20:02 lr: 0.002091 loss: 0.1941 (0.1963) loss_rec_all: 0.2201 (0.2221) loss_rec_sfr: 0.2680 (0.2907) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [03:43:10.868297] Epoch: [217] [1340/2904] eta: 0:19:46 lr: 0.002091 loss: 0.1846 (0.1962) loss_rec_all: 0.2105 (0.2221) loss_rec_sfr: 0.2627 (0.2908) loss_cl: -0.2791 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [03:43:25.790939] Epoch: [217] [1360/2904] eta: 0:19:31 lr: 0.002091 loss: 0.1870 (0.1962) loss_rec_all: 0.2128 (0.2221) loss_rec_sfr: 0.2730 (0.2908) loss_cl: -0.2789 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [03:43:40.706770] Epoch: [217] [1380/2904] eta: 0:19:15 lr: 0.002091 loss: 0.1849 (0.1963) loss_rec_all: 0.2107 (0.2222) loss_rec_sfr: 0.2804 (0.2913) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [03:43:55.623043] Epoch: [217] [1400/2904] eta: 0:19:00 lr: 0.002091 loss: 0.1860 (0.1963) loss_rec_all: 0.2126 (0.2222) loss_rec_sfr: 0.2652 (0.2912) loss_cl: -0.2797 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [03:44:10.546851] Epoch: [217] [1420/2904] eta: 0:18:44 lr: 0.002091 loss: 0.1826 (0.1962) loss_rec_all: 0.2089 (0.2221) loss_rec_sfr: 0.2613 (0.2907) loss_cl: -0.2794 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [03:44:25.466130] Epoch: [217] [1440/2904] eta: 0:18:29 lr: 0.002091 loss: 0.1851 (0.1961) loss_rec_all: 0.2112 (0.2220) loss_rec_sfr: 0.2689 (0.2905) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [03:44:40.381559] Epoch: [217] [1460/2904] eta: 0:18:13 lr: 0.002091 loss: 0.1849 (0.1961) loss_rec_all: 0.2110 (0.2219) loss_rec_sfr: 0.2649 (0.2902) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [03:44:55.295654] Epoch: [217] [1480/2904] eta: 0:17:58 lr: 0.002091 loss: 0.1850 (0.1961) loss_rec_all: 0.2110 (0.2219) loss_rec_sfr: 0.2720 (0.2902) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [03:45:10.208452] Epoch: [217] [1500/2904] eta: 0:17:43 lr: 0.002091 loss: 0.1831 (0.1961) loss_rec_all: 0.2093 (0.2219) loss_rec_sfr: 0.2656 (0.2903) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [03:45:25.117829] Epoch: [217] [1520/2904] eta: 0:17:27 lr: 0.002091 loss: 0.1827 (0.1961) loss_rec_all: 0.2089 (0.2219) loss_rec_sfr: 0.2641 (0.2903) loss_cl: -0.2791 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [03:45:40.031082] Epoch: [217] [1540/2904] eta: 0:17:12 lr: 0.002091 loss: 0.1843 (0.1961) loss_rec_all: 0.2105 (0.2220) loss_rec_sfr: 0.2711 (0.2905) loss_cl: -0.2779 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [03:45:54.945107] Epoch: [217] [1560/2904] eta: 0:16:57 lr: 0.002091 loss: 0.1862 (0.1962) loss_rec_all: 0.2121 (0.2220) loss_rec_sfr: 0.2807 (0.2908) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [03:46:09.857014] Epoch: [217] [1580/2904] eta: 0:16:41 lr: 0.002091 loss: 0.1840 (0.1961) loss_rec_all: 0.2097 (0.2220) loss_rec_sfr: 0.2747 (0.2908) loss_cl: -0.2793 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [03:46:24.772717] Epoch: [217] [1600/2904] eta: 0:16:26 lr: 0.002091 loss: 0.1848 (0.1961) loss_rec_all: 0.2107 (0.2220) loss_rec_sfr: 0.2788 (0.2909) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [03:46:39.689745] Epoch: [217] [1620/2904] eta: 0:16:11 lr: 0.002091 loss: 0.1900 (0.1961) loss_rec_all: 0.2165 (0.2220) loss_rec_sfr: 0.2639 (0.2908) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [03:46:54.609411] Epoch: [217] [1640/2904] eta: 0:15:55 lr: 0.002091 loss: 0.1842 (0.1962) loss_rec_all: 0.2098 (0.2220) loss_rec_sfr: 0.2731 (0.2910) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [03:47:09.529238] Epoch: [217] [1660/2904] eta: 0:15:40 lr: 0.002091 loss: 0.1813 (0.1961) loss_rec_all: 0.2077 (0.2219) loss_rec_sfr: 0.2643 (0.2906) loss_cl: -0.2796 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [03:47:24.444219] Epoch: [217] [1680/2904] eta: 0:15:25 lr: 0.002091 loss: 0.1881 (0.1960) loss_rec_all: 0.2142 (0.2219) loss_rec_sfr: 0.2728 (0.2906) loss_cl: -0.2793 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [03:47:39.358415] Epoch: [217] [1700/2904] eta: 0:15:10 lr: 0.002091 loss: 0.1813 (0.1960) loss_rec_all: 0.2075 (0.2218) loss_rec_sfr: 0.2277 (0.2903) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [03:47:54.276410] Epoch: [217] [1720/2904] eta: 0:14:54 lr: 0.002091 loss: 0.1899 (0.1961) loss_rec_all: 0.2160 (0.2219) loss_rec_sfr: 0.2603 (0.2904) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [03:48:09.194644] Epoch: [217] [1740/2904] eta: 0:14:39 lr: 0.002091 loss: 0.1835 (0.1960) loss_rec_all: 0.2094 (0.2219) loss_rec_sfr: 0.2650 (0.2903) loss_cl: -0.2798 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [03:48:24.118071] Epoch: [217] [1760/2904] eta: 0:14:24 lr: 0.002091 loss: 0.1812 (0.1959) loss_rec_all: 0.2075 (0.2217) loss_rec_sfr: 0.2584 (0.2898) loss_cl: -0.2788 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [03:48:39.031200] Epoch: [217] [1780/2904] eta: 0:14:09 lr: 0.002091 loss: 0.1846 (0.1959) loss_rec_all: 0.2103 (0.2217) loss_rec_sfr: 0.2606 (0.2897) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [03:48:53.945574] Epoch: [217] [1800/2904] eta: 0:13:53 lr: 0.002091 loss: 0.1850 (0.1958) loss_rec_all: 0.2112 (0.2217) loss_rec_sfr: 0.2758 (0.2897) loss_cl: -0.2781 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [03:49:08.852319] Epoch: [217] [1820/2904] eta: 0:13:38 lr: 0.002091 loss: 0.1858 (0.1959) loss_rec_all: 0.2120 (0.2217) loss_rec_sfr: 0.2776 (0.2900) loss_cl: -0.2790 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [03:49:23.767144] Epoch: [217] [1840/2904] eta: 0:13:23 lr: 0.002091 loss: 0.1847 (0.1958) loss_rec_all: 0.2107 (0.2217) loss_rec_sfr: 0.2731 (0.2897) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [03:49:38.685872] Epoch: [217] [1860/2904] eta: 0:13:08 lr: 0.002091 loss: 0.1875 (0.1958) loss_rec_all: 0.2137 (0.2216) loss_rec_sfr: 0.2601 (0.2894) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [03:49:53.603233] Epoch: [217] [1880/2904] eta: 0:12:53 lr: 0.002091 loss: 0.1892 (0.1958) loss_rec_all: 0.2153 (0.2217) loss_rec_sfr: 0.2694 (0.2896) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [03:50:08.531549] Epoch: [217] [1900/2904] eta: 0:12:37 lr: 0.002091 loss: 0.1868 (0.1958) loss_rec_all: 0.2127 (0.2217) loss_rec_sfr: 0.2682 (0.2894) loss_cl: -0.2796 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [03:50:23.447361] Epoch: [217] [1920/2904] eta: 0:12:22 lr: 0.002091 loss: 0.1842 (0.1958) loss_rec_all: 0.2102 (0.2216) loss_rec_sfr: 0.2699 (0.2894) loss_cl: -0.2796 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [03:50:38.358872] Epoch: [217] [1940/2904] eta: 0:12:07 lr: 0.002091 loss: 0.1816 (0.1957) loss_rec_all: 0.2079 (0.2215) loss_rec_sfr: 0.2644 (0.2891) loss_cl: -0.2798 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [03:50:53.265924] Epoch: [217] [1960/2904] eta: 0:11:52 lr: 0.002091 loss: 0.1846 (0.1956) loss_rec_all: 0.2104 (0.2215) loss_rec_sfr: 0.2680 (0.2890) loss_cl: -0.2783 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [03:51:08.172491] Epoch: [217] [1980/2904] eta: 0:11:37 lr: 0.002091 loss: 0.1842 (0.1956) loss_rec_all: 0.2105 (0.2215) loss_rec_sfr: 0.2644 (0.2889) loss_cl: -0.2786 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [03:51:23.076204] Epoch: [217] [2000/2904] eta: 0:11:21 lr: 0.002091 loss: 0.1842 (0.1956) loss_rec_all: 0.2100 (0.2215) loss_rec_sfr: 0.2664 (0.2888) loss_cl: -0.2788 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [03:51:37.978855] Epoch: [217] [2020/2904] eta: 0:11:06 lr: 0.002091 loss: 0.1830 (0.1955) loss_rec_all: 0.2089 (0.2214) loss_rec_sfr: 0.2701 (0.2886) loss_cl: -0.2795 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [03:51:52.884109] Epoch: [217] [2040/2904] eta: 0:10:51 lr: 0.002091 loss: 0.1887 (0.1956) loss_rec_all: 0.2147 (0.2214) loss_rec_sfr: 0.2718 (0.2888) loss_cl: -0.2801 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [03:52:07.784397] Epoch: [217] [2060/2904] eta: 0:10:36 lr: 0.002091 loss: 0.1884 (0.1956) loss_rec_all: 0.2143 (0.2214) loss_rec_sfr: 0.2686 (0.2888) loss_cl: -0.2790 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [03:52:22.689782] Epoch: [217] [2080/2904] eta: 0:10:21 lr: 0.002091 loss: 0.1824 (0.1956) loss_rec_all: 0.2090 (0.2215) loss_rec_sfr: 0.2696 (0.2888) loss_cl: -0.2785 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [03:52:37.596091] Epoch: [217] [2100/2904] eta: 0:10:06 lr: 0.002090 loss: 0.1830 (0.1955) loss_rec_all: 0.2096 (0.2214) loss_rec_sfr: 0.2309 (0.2883) loss_cl: -0.2785 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [03:52:52.502608] Epoch: [217] [2120/2904] eta: 0:09:51 lr: 0.002090 loss: 0.1901 (0.1956) loss_rec_all: 0.2160 (0.2214) loss_rec_sfr: 0.2715 (0.2886) loss_cl: -0.2787 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [03:53:07.411690] Epoch: [217] [2140/2904] eta: 0:09:35 lr: 0.002090 loss: 0.1830 (0.1955) loss_rec_all: 0.2090 (0.2214) loss_rec_sfr: 0.2641 (0.2885) loss_cl: -0.2784 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [03:53:22.316224] Epoch: [217] [2160/2904] eta: 0:09:20 lr: 0.002090 loss: 0.1837 (0.1955) loss_rec_all: 0.2102 (0.2214) loss_rec_sfr: 0.2598 (0.2883) loss_cl: -0.2790 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [03:53:37.216660] Epoch: [217] [2180/2904] eta: 0:09:05 lr: 0.002090 loss: 0.1828 (0.1955) loss_rec_all: 0.2087 (0.2213) loss_rec_sfr: 0.2692 (0.2883) loss_cl: -0.2788 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [03:53:52.122007] Epoch: [217] [2200/2904] eta: 0:08:50 lr: 0.002090 loss: 0.1857 (0.1955) loss_rec_all: 0.2115 (0.2214) loss_rec_sfr: 0.2762 (0.2885) loss_cl: -0.2791 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [03:54:07.023597] Epoch: [217] [2220/2904] eta: 0:08:35 lr: 0.002090 loss: 0.1889 (0.1956) loss_rec_all: 0.2147 (0.2215) loss_rec_sfr: 0.2799 (0.2888) loss_cl: -0.2784 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [03:54:21.923631] Epoch: [217] [2240/2904] eta: 0:08:20 lr: 0.002090 loss: 0.1849 (0.1957) loss_rec_all: 0.2110 (0.2215) loss_rec_sfr: 0.2691 (0.2890) loss_cl: -0.2791 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [03:54:36.828720] Epoch: [217] [2260/2904] eta: 0:08:05 lr: 0.002090 loss: 0.1850 (0.1956) loss_rec_all: 0.2114 (0.2215) loss_rec_sfr: 0.2636 (0.2889) loss_cl: -0.2786 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [03:54:51.732446] Epoch: [217] [2280/2904] eta: 0:07:50 lr: 0.002090 loss: 0.1866 (0.1957) loss_rec_all: 0.2125 (0.2215) loss_rec_sfr: 0.2714 (0.2890) loss_cl: -0.2789 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [03:55:06.633840] Epoch: [217] [2300/2904] eta: 0:07:34 lr: 0.002090 loss: 0.1833 (0.1956) loss_rec_all: 0.2095 (0.2215) loss_rec_sfr: 0.2656 (0.2890) loss_cl: -0.2794 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [03:55:21.538984] Epoch: [217] [2320/2904] eta: 0:07:19 lr: 0.002090 loss: 0.1870 (0.1956) loss_rec_all: 0.2130 (0.2215) loss_rec_sfr: 0.2642 (0.2888) loss_cl: -0.2784 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [03:55:36.439962] Epoch: [217] [2340/2904] eta: 0:07:04 lr: 0.002090 loss: 0.1841 (0.1956) loss_rec_all: 0.2100 (0.2215) loss_rec_sfr: 0.2655 (0.2888) loss_cl: -0.2782 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [03:55:51.341335] Epoch: [217] [2360/2904] eta: 0:06:49 lr: 0.002090 loss: 0.1836 (0.1956) loss_rec_all: 0.2099 (0.2214) loss_rec_sfr: 0.2280 (0.2886) loss_cl: -0.2790 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [03:56:06.244066] Epoch: [217] [2380/2904] eta: 0:06:34 lr: 0.002090 loss: 0.1845 (0.1956) loss_rec_all: 0.2108 (0.2215) loss_rec_sfr: 0.2631 (0.2888) loss_cl: -0.2795 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [03:56:21.150822] Epoch: [217] [2400/2904] eta: 0:06:19 lr: 0.002090 loss: 0.1848 (0.1956) loss_rec_all: 0.2108 (0.2215) loss_rec_sfr: 0.2764 (0.2888) loss_cl: -0.2789 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [03:56:36.061011] Epoch: [217] [2420/2904] eta: 0:06:04 lr: 0.002090 loss: 0.1864 (0.1956) loss_rec_all: 0.2124 (0.2215) loss_rec_sfr: 0.2731 (0.2889) loss_cl: -0.2791 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [03:56:50.963482] Epoch: [217] [2440/2904] eta: 0:05:49 lr: 0.002090 loss: 0.1887 (0.1957) loss_rec_all: 0.2145 (0.2215) loss_rec_sfr: 0.2649 (0.2890) loss_cl: -0.2793 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [03:57:05.869326] Epoch: [217] [2460/2904] eta: 0:05:34 lr: 0.002090 loss: 0.1846 (0.1957) loss_rec_all: 0.2106 (0.2216) loss_rec_sfr: 0.2805 (0.2892) loss_cl: -0.2792 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [03:57:20.768990] Epoch: [217] [2480/2904] eta: 0:05:19 lr: 0.002090 loss: 0.1850 (0.1956) loss_rec_all: 0.2109 (0.2215) loss_rec_sfr: 0.2672 (0.2890) loss_cl: -0.2791 (-0.2788) time: 0.7449 data: 0.0002 max mem: 29860 [03:57:35.676157] Epoch: [217] [2500/2904] eta: 0:05:04 lr: 0.002090 loss: 0.1849 (0.1956) loss_rec_all: 0.2107 (0.2214) loss_rec_sfr: 0.2668 (0.2888) loss_cl: -0.2785 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [03:57:50.577043] Epoch: [217] [2520/2904] eta: 0:04:48 lr: 0.002090 loss: 0.1833 (0.1955) loss_rec_all: 0.2090 (0.2214) loss_rec_sfr: 0.2601 (0.2886) loss_cl: -0.2780 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [03:58:05.476310] Epoch: [217] [2540/2904] eta: 0:04:33 lr: 0.002090 loss: 0.1859 (0.1955) loss_rec_all: 0.2119 (0.2213) loss_rec_sfr: 0.2715 (0.2886) loss_cl: -0.2792 (-0.2788) time: 0.7449 data: 0.0002 max mem: 29860 [03:58:20.373672] Epoch: [217] [2560/2904] eta: 0:04:18 lr: 0.002090 loss: 0.1867 (0.1955) loss_rec_all: 0.2126 (0.2213) loss_rec_sfr: 0.2673 (0.2885) loss_cl: -0.2799 (-0.2788) time: 0.7448 data: 0.0002 max mem: 29860 [03:58:35.273261] Epoch: [217] [2580/2904] eta: 0:04:03 lr: 0.002090 loss: 0.1868 (0.1955) loss_rec_all: 0.2129 (0.2214) loss_rec_sfr: 0.2699 (0.2886) loss_cl: -0.2804 (-0.2788) time: 0.7449 data: 0.0002 max mem: 29860 [03:58:50.176724] Epoch: [217] [2600/2904] eta: 0:03:48 lr: 0.002090 loss: 0.1921 (0.1955) loss_rec_all: 0.2181 (0.2214) loss_rec_sfr: 0.2657 (0.2887) loss_cl: -0.2797 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [03:59:05.082528] Epoch: [217] [2620/2904] eta: 0:03:33 lr: 0.002090 loss: 0.1865 (0.1955) loss_rec_all: 0.2122 (0.2214) loss_rec_sfr: 0.2621 (0.2887) loss_cl: -0.2778 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [03:59:19.986622] Epoch: [217] [2640/2904] eta: 0:03:18 lr: 0.002090 loss: 0.1840 (0.1955) loss_rec_all: 0.2096 (0.2214) loss_rec_sfr: 0.2615 (0.2885) loss_cl: -0.2780 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [03:59:34.885386] Epoch: [217] [2660/2904] eta: 0:03:03 lr: 0.002090 loss: 0.1863 (0.1954) loss_rec_all: 0.2124 (0.2213) loss_rec_sfr: 0.2776 (0.2884) loss_cl: -0.2778 (-0.2788) time: 0.7449 data: 0.0002 max mem: 29860 [03:59:49.794682] Epoch: [217] [2680/2904] eta: 0:02:48 lr: 0.002090 loss: 0.1806 (0.1954) loss_rec_all: 0.2067 (0.2213) loss_rec_sfr: 0.2445 (0.2882) loss_cl: -0.2788 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [04:00:04.697602] Epoch: [217] [2700/2904] eta: 0:02:33 lr: 0.002090 loss: 0.1830 (0.1953) loss_rec_all: 0.2090 (0.2212) loss_rec_sfr: 0.2768 (0.2882) loss_cl: -0.2801 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [04:00:19.600278] Epoch: [217] [2720/2904] eta: 0:02:18 lr: 0.002090 loss: 0.1862 (0.1954) loss_rec_all: 0.2121 (0.2212) loss_rec_sfr: 0.2628 (0.2882) loss_cl: -0.2788 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [04:00:34.510585] Epoch: [217] [2740/2904] eta: 0:02:03 lr: 0.002090 loss: 0.1876 (0.1954) loss_rec_all: 0.2136 (0.2212) loss_rec_sfr: 0.2700 (0.2882) loss_cl: -0.2782 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [04:00:49.423834] Epoch: [217] [2760/2904] eta: 0:01:48 lr: 0.002090 loss: 0.1873 (0.1954) loss_rec_all: 0.2130 (0.2213) loss_rec_sfr: 0.2715 (0.2883) loss_cl: -0.2781 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [04:01:04.326842] Epoch: [217] [2780/2904] eta: 0:01:33 lr: 0.002090 loss: 0.1878 (0.1954) loss_rec_all: 0.2139 (0.2213) loss_rec_sfr: 0.2682 (0.2884) loss_cl: -0.2789 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [04:01:19.237112] Epoch: [217] [2800/2904] eta: 0:01:18 lr: 0.002090 loss: 0.1852 (0.1954) loss_rec_all: 0.2113 (0.2213) loss_rec_sfr: 0.2574 (0.2884) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [04:01:34.136302] Epoch: [217] [2820/2904] eta: 0:01:03 lr: 0.002090 loss: 0.1843 (0.1954) loss_rec_all: 0.2102 (0.2213) loss_rec_sfr: 0.2734 (0.2885) loss_cl: -0.2787 (-0.2788) time: 0.7449 data: 0.0002 max mem: 29860 [04:01:49.077043] Epoch: [217] [2840/2904] eta: 0:00:48 lr: 0.002090 loss: 0.1848 (0.1954) loss_rec_all: 0.2106 (0.2213) loss_rec_sfr: 0.2652 (0.2884) loss_cl: -0.2783 (-0.2788) time: 0.7470 data: 0.0024 max mem: 29860 [04:02:03.966493] Epoch: [217] [2860/2904] eta: 0:00:33 lr: 0.002090 loss: 0.1874 (0.1954) loss_rec_all: 0.2133 (0.2213) loss_rec_sfr: 0.2715 (0.2884) loss_cl: -0.2792 (-0.2788) time: 0.7444 data: 0.0001 max mem: 29860 [04:02:18.854614] Epoch: [217] [2880/2904] eta: 0:00:18 lr: 0.002090 loss: 0.1883 (0.1954) loss_rec_all: 0.2141 (0.2213) loss_rec_sfr: 0.2690 (0.2885) loss_cl: -0.2800 (-0.2788) time: 0.7444 data: 0.0001 max mem: 29860 [04:02:33.742117] Epoch: [217] [2900/2904] eta: 0:00:03 lr: 0.002090 loss: 0.1825 (0.1954) loss_rec_all: 0.2089 (0.2213) loss_rec_sfr: 0.2638 (0.2883) loss_cl: -0.2795 (-0.2788) time: 0.7443 data: 0.0001 max mem: 29860 [04:02:35.983191] Epoch: [217] [2903/2904] eta: 0:00:00 lr: 0.002090 loss: 0.1841 (0.1954) loss_rec_all: 0.2105 (0.2213) loss_rec_sfr: 0.2752 (0.2884) loss_cl: -0.2794 (-0.2788) time: 0.7444 data: 0.0001 max mem: 29860 [04:02:38.107513] Epoch: [217] Total time: 0:36:24 (0.7523 s / it) [04:02:38.109412] Averaged stats: lr: 0.002090 loss: 0.1841 (0.1970) loss_rec_all: 0.2105 (0.2206) loss_rec_sfr: 0.2752 (0.2863) loss_cl: -0.2794 (-0.2556) [04:02:38.114675] log_dir: ./checkpoint/VF2_ViT-B [04:02:57.239727] Epoch: [218] [ 0/2904] eta: 15:25:37 lr: 0.002090 loss: 0.1936 (0.1936) loss_rec_all: 0.2196 (0.2196) loss_rec_sfr: 0.2641 (0.2641) loss_cl: -0.2788 (-0.2788) time: 19.1244 data: 18.3930 max mem: 29860 [04:03:13.903926] Epoch: [218] [ 20/2904] eta: 1:21:54 lr: 0.002090 loss: 0.1858 (0.1948) loss_rec_all: 0.2120 (0.2207) loss_rec_sfr: 0.2583 (0.2774) loss_cl: -0.2782 (-0.2783) time: 0.8332 data: 0.0002 max mem: 29860 [04:03:28.762859] Epoch: [218] [ 40/2904] eta: 0:58:57 lr: 0.002090 loss: 0.1848 (0.1933) loss_rec_all: 0.2109 (0.2192) loss_rec_sfr: 0.2632 (0.2762) loss_cl: -0.2788 (-0.2784) time: 0.7429 data: 0.0002 max mem: 29860 [04:03:43.659350] Epoch: [218] [ 60/2904] eta: 0:50:55 lr: 0.002089 loss: 0.1880 (0.1944) loss_rec_all: 0.2148 (0.2203) loss_rec_sfr: 0.2660 (0.2783) loss_cl: -0.2798 (-0.2789) time: 0.7448 data: 0.0002 max mem: 29860 [04:03:58.573955] Epoch: [218] [ 80/2904] eta: 0:46:44 lr: 0.002089 loss: 0.1817 (0.1914) loss_rec_all: 0.2078 (0.2173) loss_rec_sfr: 0.2735 (0.2753) loss_cl: -0.2792 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [04:04:13.498000] Epoch: [218] [ 100/2904] eta: 0:44:07 lr: 0.002089 loss: 0.1826 (0.1918) loss_rec_all: 0.2088 (0.2177) loss_rec_sfr: 0.2721 (0.2790) loss_cl: -0.2791 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [04:04:28.417599] Epoch: [218] [ 120/2904] eta: 0:42:17 lr: 0.002089 loss: 0.1898 (0.1943) loss_rec_all: 0.2158 (0.2201) loss_rec_sfr: 0.2796 (0.2863) loss_cl: -0.2776 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [04:04:43.348392] Epoch: [218] [ 140/2904] eta: 0:40:54 lr: 0.002089 loss: 0.1853 (0.1960) loss_rec_all: 0.2113 (0.2218) loss_rec_sfr: 0.2827 (0.2917) loss_cl: -0.2780 (-0.2785) time: 0.7465 data: 0.0002 max mem: 29860 [04:04:58.273096] Epoch: [218] [ 160/2904] eta: 0:39:48 lr: 0.002089 loss: 0.1850 (0.1968) loss_rec_all: 0.2109 (0.2226) loss_rec_sfr: 0.2670 (0.2943) loss_cl: -0.2799 (-0.2786) time: 0.7462 data: 0.0002 max mem: 29860 [04:05:13.195478] Epoch: [218] [ 180/2904] eta: 0:38:53 lr: 0.002089 loss: 0.1848 (0.1963) loss_rec_all: 0.2109 (0.2221) loss_rec_sfr: 0.2678 (0.2922) loss_cl: -0.2790 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [04:05:28.113235] Epoch: [218] [ 200/2904] eta: 0:38:06 lr: 0.002089 loss: 0.1845 (0.1967) loss_rec_all: 0.2107 (0.2225) loss_rec_sfr: 0.2746 (0.2935) loss_cl: -0.2784 (-0.2786) time: 0.7458 data: 0.0002 max mem: 29860 [04:05:43.032653] Epoch: [218] [ 220/2904] eta: 0:37:25 lr: 0.002089 loss: 0.1827 (0.1966) loss_rec_all: 0.2085 (0.2224) loss_rec_sfr: 0.2466 (0.2928) loss_cl: -0.2785 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [04:05:57.944277] Epoch: [218] [ 240/2904] eta: 0:36:48 lr: 0.002089 loss: 0.1835 (0.1968) loss_rec_all: 0.2093 (0.2226) loss_rec_sfr: 0.2706 (0.2939) loss_cl: -0.2791 (-0.2786) time: 0.7455 data: 0.0002 max mem: 29860 [04:06:12.874895] Epoch: [218] [ 260/2904] eta: 0:36:15 lr: 0.002089 loss: 0.1857 (0.1970) loss_rec_all: 0.2122 (0.2228) loss_rec_sfr: 0.2675 (0.2945) loss_cl: -0.2781 (-0.2786) time: 0.7465 data: 0.0002 max mem: 29860 [04:06:27.790198] Epoch: [218] [ 280/2904] eta: 0:35:44 lr: 0.002089 loss: 0.1823 (0.1964) loss_rec_all: 0.2085 (0.2222) loss_rec_sfr: 0.2589 (0.2925) loss_cl: -0.2797 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [04:06:42.706732] Epoch: [218] [ 300/2904] eta: 0:35:15 lr: 0.002089 loss: 0.1860 (0.1973) loss_rec_all: 0.2121 (0.2231) loss_rec_sfr: 0.2778 (0.2956) loss_cl: -0.2788 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [04:06:57.618742] Epoch: [218] [ 320/2904] eta: 0:34:48 lr: 0.002089 loss: 0.1874 (0.1969) loss_rec_all: 0.2138 (0.2227) loss_rec_sfr: 0.2663 (0.2938) loss_cl: -0.2790 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [04:07:12.582037] Epoch: [218] [ 340/2904] eta: 0:34:23 lr: 0.002089 loss: 0.1849 (0.1966) loss_rec_all: 0.2113 (0.2224) loss_rec_sfr: 0.2629 (0.2922) loss_cl: -0.2782 (-0.2787) time: 0.7481 data: 0.0002 max mem: 29860 [04:07:27.507617] Epoch: [218] [ 360/2904] eta: 0:33:59 lr: 0.002089 loss: 0.1827 (0.1961) loss_rec_all: 0.2087 (0.2219) loss_rec_sfr: 0.2764 (0.2909) loss_cl: -0.2783 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [04:07:42.661940] Epoch: [218] [ 380/2904] eta: 0:33:37 lr: 0.002089 loss: 0.1835 (0.1962) loss_rec_all: 0.2096 (0.2220) loss_rec_sfr: 0.2670 (0.2912) loss_cl: -0.2789 (-0.2787) time: 0.7577 data: 0.0002 max mem: 29860 [04:07:57.581019] Epoch: [218] [ 400/2904] eta: 0:33:14 lr: 0.002089 loss: 0.1845 (0.1962) loss_rec_all: 0.2108 (0.2221) loss_rec_sfr: 0.2725 (0.2918) loss_cl: -0.2785 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [04:08:12.499263] Epoch: [218] [ 420/2904] eta: 0:32:52 lr: 0.002089 loss: 0.1872 (0.1960) loss_rec_all: 0.2133 (0.2219) loss_rec_sfr: 0.2649 (0.2912) loss_cl: -0.2782 (-0.2787) time: 0.7459 data: 0.0003 max mem: 29860 [04:08:27.417163] Epoch: [218] [ 440/2904] eta: 0:32:31 lr: 0.002089 loss: 0.1829 (0.1965) loss_rec_all: 0.2088 (0.2223) loss_rec_sfr: 0.2804 (0.2928) loss_cl: -0.2785 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [04:08:42.335936] Epoch: [218] [ 460/2904] eta: 0:32:10 lr: 0.002089 loss: 0.1867 (0.1962) loss_rec_all: 0.2127 (0.2220) loss_rec_sfr: 0.2765 (0.2922) loss_cl: -0.2794 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [04:08:57.258136] Epoch: [218] [ 480/2904] eta: 0:31:50 lr: 0.002089 loss: 0.1821 (0.1959) loss_rec_all: 0.2084 (0.2217) loss_rec_sfr: 0.2756 (0.2913) loss_cl: -0.2800 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [04:09:12.178318] Epoch: [218] [ 500/2904] eta: 0:31:30 lr: 0.002089 loss: 0.1873 (0.1959) loss_rec_all: 0.2134 (0.2218) loss_rec_sfr: 0.2720 (0.2914) loss_cl: -0.2790 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [04:09:27.101419] Epoch: [218] [ 520/2904] eta: 0:31:11 lr: 0.002089 loss: 0.1874 (0.1957) loss_rec_all: 0.2134 (0.2216) loss_rec_sfr: 0.2628 (0.2906) loss_cl: -0.2785 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [04:09:42.021400] Epoch: [218] [ 540/2904] eta: 0:30:52 lr: 0.002089 loss: 0.1834 (0.1956) loss_rec_all: 0.2094 (0.2215) loss_rec_sfr: 0.2574 (0.2900) loss_cl: -0.2784 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [04:09:56.933342] Epoch: [218] [ 560/2904] eta: 0:30:33 lr: 0.002089 loss: 0.1816 (0.1956) loss_rec_all: 0.2081 (0.2214) loss_rec_sfr: 0.2269 (0.2896) loss_cl: -0.2791 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [04:10:11.850557] Epoch: [218] [ 580/2904] eta: 0:30:14 lr: 0.002089 loss: 0.1862 (0.1957) loss_rec_all: 0.2123 (0.2216) loss_rec_sfr: 0.2635 (0.2899) loss_cl: -0.2804 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [04:10:26.772580] Epoch: [218] [ 600/2904] eta: 0:29:56 lr: 0.002089 loss: 0.1864 (0.1958) loss_rec_all: 0.2123 (0.2216) loss_rec_sfr: 0.2753 (0.2900) loss_cl: -0.2790 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [04:10:41.689915] Epoch: [218] [ 620/2904] eta: 0:29:38 lr: 0.002089 loss: 0.1870 (0.1960) loss_rec_all: 0.2128 (0.2218) loss_rec_sfr: 0.2696 (0.2907) loss_cl: -0.2783 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [04:10:56.601135] Epoch: [218] [ 640/2904] eta: 0:29:20 lr: 0.002089 loss: 0.1849 (0.1960) loss_rec_all: 0.2110 (0.2218) loss_rec_sfr: 0.2712 (0.2910) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [04:11:11.512960] Epoch: [218] [ 660/2904] eta: 0:29:02 lr: 0.002089 loss: 0.1849 (0.1959) loss_rec_all: 0.2112 (0.2217) loss_rec_sfr: 0.2590 (0.2901) loss_cl: -0.2797 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [04:11:26.428803] Epoch: [218] [ 680/2904] eta: 0:28:45 lr: 0.002089 loss: 0.1899 (0.1962) loss_rec_all: 0.2161 (0.2220) loss_rec_sfr: 0.2775 (0.2914) loss_cl: -0.2796 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [04:11:41.338896] Epoch: [218] [ 700/2904] eta: 0:28:27 lr: 0.002089 loss: 0.1831 (0.1962) loss_rec_all: 0.2093 (0.2221) loss_rec_sfr: 0.2721 (0.2915) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [04:11:56.254320] Epoch: [218] [ 720/2904] eta: 0:28:10 lr: 0.002089 loss: 0.1844 (0.1962) loss_rec_all: 0.2103 (0.2220) loss_rec_sfr: 0.2693 (0.2915) loss_cl: -0.2795 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [04:12:11.162710] Epoch: [218] [ 740/2904] eta: 0:27:53 lr: 0.002089 loss: 0.1870 (0.1963) loss_rec_all: 0.2128 (0.2221) loss_rec_sfr: 0.2689 (0.2919) loss_cl: -0.2787 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [04:12:26.083525] Epoch: [218] [ 760/2904] eta: 0:27:36 lr: 0.002089 loss: 0.1883 (0.1965) loss_rec_all: 0.2143 (0.2223) loss_rec_sfr: 0.2365 (0.2921) loss_cl: -0.2777 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [04:12:40.998107] Epoch: [218] [ 780/2904] eta: 0:27:19 lr: 0.002089 loss: 0.1845 (0.1964) loss_rec_all: 0.2104 (0.2222) loss_rec_sfr: 0.2683 (0.2917) loss_cl: -0.2780 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [04:12:55.914512] Epoch: [218] [ 800/2904] eta: 0:27:02 lr: 0.002089 loss: 0.1842 (0.1963) loss_rec_all: 0.2104 (0.2221) loss_rec_sfr: 0.2326 (0.2913) loss_cl: -0.2783 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [04:13:10.827883] Epoch: [218] [ 820/2904] eta: 0:26:45 lr: 0.002089 loss: 0.1862 (0.1964) loss_rec_all: 0.2120 (0.2222) loss_rec_sfr: 0.2687 (0.2917) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [04:13:25.740809] Epoch: [218] [ 840/2904] eta: 0:26:29 lr: 0.002089 loss: 0.1842 (0.1963) loss_rec_all: 0.2101 (0.2221) loss_rec_sfr: 0.2307 (0.2909) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [04:13:40.653449] Epoch: [218] [ 860/2904] eta: 0:26:12 lr: 0.002089 loss: 0.1860 (0.1961) loss_rec_all: 0.2119 (0.2219) loss_rec_sfr: 0.2663 (0.2904) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [04:13:55.564726] Epoch: [218] [ 880/2904] eta: 0:25:56 lr: 0.002089 loss: 0.1884 (0.1963) loss_rec_all: 0.2145 (0.2222) loss_rec_sfr: 0.2833 (0.2914) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [04:14:10.476238] Epoch: [218] [ 900/2904] eta: 0:25:39 lr: 0.002089 loss: 0.1853 (0.1963) loss_rec_all: 0.2114 (0.2222) loss_rec_sfr: 0.2731 (0.2915) loss_cl: -0.2784 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [04:14:25.389966] Epoch: [218] [ 920/2904] eta: 0:25:23 lr: 0.002089 loss: 0.1830 (0.1961) loss_rec_all: 0.2094 (0.2220) loss_rec_sfr: 0.2215 (0.2906) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [04:14:40.305456] Epoch: [218] [ 940/2904] eta: 0:25:07 lr: 0.002088 loss: 0.1867 (0.1962) loss_rec_all: 0.2126 (0.2221) loss_rec_sfr: 0.2779 (0.2910) loss_cl: -0.2802 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [04:14:55.217623] Epoch: [218] [ 960/2904] eta: 0:24:50 lr: 0.002088 loss: 0.1821 (0.1961) loss_rec_all: 0.2079 (0.2220) loss_rec_sfr: 0.2667 (0.2906) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [04:15:10.129199] Epoch: [218] [ 980/2904] eta: 0:24:34 lr: 0.002088 loss: 0.1860 (0.1960) loss_rec_all: 0.2121 (0.2218) loss_rec_sfr: 0.2609 (0.2901) loss_cl: -0.2783 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [04:15:25.035944] Epoch: [218] [1000/2904] eta: 0:24:18 lr: 0.002088 loss: 0.1839 (0.1960) loss_rec_all: 0.2097 (0.2218) loss_rec_sfr: 0.2750 (0.2902) loss_cl: -0.2777 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [04:15:39.949832] Epoch: [218] [1020/2904] eta: 0:24:02 lr: 0.002088 loss: 0.1846 (0.1959) loss_rec_all: 0.2107 (0.2218) loss_rec_sfr: 0.2687 (0.2902) loss_cl: -0.2794 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [04:15:54.871695] Epoch: [218] [1040/2904] eta: 0:23:46 lr: 0.002088 loss: 0.1810 (0.1957) loss_rec_all: 0.2075 (0.2215) loss_rec_sfr: 0.2648 (0.2894) loss_cl: -0.2802 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [04:16:09.788504] Epoch: [218] [1060/2904] eta: 0:23:30 lr: 0.002088 loss: 0.1826 (0.1955) loss_rec_all: 0.2085 (0.2214) loss_rec_sfr: 0.2682 (0.2891) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [04:16:24.701041] Epoch: [218] [1080/2904] eta: 0:23:14 lr: 0.002088 loss: 0.1850 (0.1955) loss_rec_all: 0.2109 (0.2214) loss_rec_sfr: 0.2668 (0.2889) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [04:16:39.609857] Epoch: [218] [1100/2904] eta: 0:22:58 lr: 0.002088 loss: 0.1881 (0.1957) loss_rec_all: 0.2146 (0.2215) loss_rec_sfr: 0.2804 (0.2895) loss_cl: -0.2790 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [04:16:54.520753] Epoch: [218] [1120/2904] eta: 0:22:42 lr: 0.002088 loss: 0.1858 (0.1957) loss_rec_all: 0.2125 (0.2215) loss_rec_sfr: 0.2653 (0.2895) loss_cl: -0.2807 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [04:17:09.426465] Epoch: [218] [1140/2904] eta: 0:22:26 lr: 0.002088 loss: 0.1824 (0.1956) loss_rec_all: 0.2084 (0.2214) loss_rec_sfr: 0.2287 (0.2892) loss_cl: -0.2790 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [04:17:24.334880] Epoch: [218] [1160/2904] eta: 0:22:11 lr: 0.002088 loss: 0.1889 (0.1956) loss_rec_all: 0.2151 (0.2215) loss_rec_sfr: 0.2718 (0.2893) loss_cl: -0.2777 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [04:17:39.249198] Epoch: [218] [1180/2904] eta: 0:21:55 lr: 0.002088 loss: 0.1866 (0.1957) loss_rec_all: 0.2125 (0.2216) loss_rec_sfr: 0.2884 (0.2898) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [04:17:54.161737] Epoch: [218] [1200/2904] eta: 0:21:39 lr: 0.002088 loss: 0.1824 (0.1956) loss_rec_all: 0.2088 (0.2215) loss_rec_sfr: 0.2371 (0.2893) loss_cl: -0.2795 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [04:18:09.084020] Epoch: [218] [1220/2904] eta: 0:21:23 lr: 0.002088 loss: 0.1866 (0.1957) loss_rec_all: 0.2125 (0.2216) loss_rec_sfr: 0.2752 (0.2896) loss_cl: -0.2786 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [04:18:24.005817] Epoch: [218] [1240/2904] eta: 0:21:08 lr: 0.002088 loss: 0.1843 (0.1956) loss_rec_all: 0.2102 (0.2214) loss_rec_sfr: 0.2656 (0.2891) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [04:18:38.926598] Epoch: [218] [1260/2904] eta: 0:20:52 lr: 0.002088 loss: 0.1795 (0.1953) loss_rec_all: 0.2058 (0.2212) loss_rec_sfr: 0.2277 (0.2884) loss_cl: -0.2792 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [04:18:53.837396] Epoch: [218] [1280/2904] eta: 0:20:36 lr: 0.002088 loss: 0.1853 (0.1953) loss_rec_all: 0.2113 (0.2212) loss_rec_sfr: 0.2570 (0.2884) loss_cl: -0.2784 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [04:19:08.743880] Epoch: [218] [1300/2904] eta: 0:20:21 lr: 0.002088 loss: 0.1822 (0.1952) loss_rec_all: 0.2083 (0.2211) loss_rec_sfr: 0.2781 (0.2882) loss_cl: -0.2794 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [04:19:23.652773] Epoch: [218] [1320/2904] eta: 0:20:05 lr: 0.002088 loss: 0.1880 (0.1953) loss_rec_all: 0.2140 (0.2212) loss_rec_sfr: 0.2716 (0.2885) loss_cl: -0.2782 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [04:19:38.562255] Epoch: [218] [1340/2904] eta: 0:19:50 lr: 0.002088 loss: 0.1825 (0.1952) loss_rec_all: 0.2086 (0.2211) loss_rec_sfr: 0.2760 (0.2884) loss_cl: -0.2799 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [04:19:53.478346] Epoch: [218] [1360/2904] eta: 0:19:34 lr: 0.002088 loss: 0.1865 (0.1952) loss_rec_all: 0.2130 (0.2211) loss_rec_sfr: 0.2650 (0.2883) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [04:20:08.400598] Epoch: [218] [1380/2904] eta: 0:19:18 lr: 0.002088 loss: 0.1837 (0.1952) loss_rec_all: 0.2100 (0.2211) loss_rec_sfr: 0.2431 (0.2882) loss_cl: -0.2809 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [04:20:23.316137] Epoch: [218] [1400/2904] eta: 0:19:03 lr: 0.002088 loss: 0.1837 (0.1951) loss_rec_all: 0.2098 (0.2210) loss_rec_sfr: 0.2705 (0.2879) loss_cl: -0.2793 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [04:20:38.233977] Epoch: [218] [1420/2904] eta: 0:18:47 lr: 0.002088 loss: 0.1853 (0.1952) loss_rec_all: 0.2116 (0.2211) loss_rec_sfr: 0.2722 (0.2882) loss_cl: -0.2759 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [04:20:53.146981] Epoch: [218] [1440/2904] eta: 0:18:32 lr: 0.002088 loss: 0.1835 (0.1952) loss_rec_all: 0.2098 (0.2210) loss_rec_sfr: 0.2709 (0.2881) loss_cl: -0.2811 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [04:21:08.060508] Epoch: [218] [1460/2904] eta: 0:18:16 lr: 0.002088 loss: 0.1851 (0.1951) loss_rec_all: 0.2111 (0.2210) loss_rec_sfr: 0.2738 (0.2881) loss_cl: -0.2809 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [04:21:22.975213] Epoch: [218] [1480/2904] eta: 0:18:01 lr: 0.002088 loss: 0.1826 (0.1951) loss_rec_all: 0.2092 (0.2210) loss_rec_sfr: 0.2638 (0.2881) loss_cl: -0.2793 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [04:21:37.890809] Epoch: [218] [1500/2904] eta: 0:17:46 lr: 0.002088 loss: 0.1877 (0.1952) loss_rec_all: 0.2136 (0.2210) loss_rec_sfr: 0.2667 (0.2882) loss_cl: -0.2781 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [04:21:52.809094] Epoch: [218] [1520/2904] eta: 0:17:30 lr: 0.002088 loss: 0.1933 (0.1954) loss_rec_all: 0.2190 (0.2213) loss_rec_sfr: 0.2772 (0.2888) loss_cl: -0.2782 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [04:22:07.724145] Epoch: [218] [1540/2904] eta: 0:17:15 lr: 0.002088 loss: 0.1862 (0.1955) loss_rec_all: 0.2124 (0.2213) loss_rec_sfr: 0.2680 (0.2892) loss_cl: -0.2791 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [04:22:22.637189] Epoch: [218] [1560/2904] eta: 0:16:59 lr: 0.002088 loss: 0.1829 (0.1955) loss_rec_all: 0.2094 (0.2213) loss_rec_sfr: 0.2688 (0.2891) loss_cl: -0.2792 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [04:22:37.554010] Epoch: [218] [1580/2904] eta: 0:16:44 lr: 0.002088 loss: 0.1812 (0.1954) loss_rec_all: 0.2075 (0.2213) loss_rec_sfr: 0.2631 (0.2888) loss_cl: -0.2793 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [04:22:52.470251] Epoch: [218] [1600/2904] eta: 0:16:29 lr: 0.002088 loss: 0.1833 (0.1954) loss_rec_all: 0.2091 (0.2213) loss_rec_sfr: 0.2782 (0.2890) loss_cl: -0.2786 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [04:23:07.382141] Epoch: [218] [1620/2904] eta: 0:16:13 lr: 0.002088 loss: 0.1823 (0.1954) loss_rec_all: 0.2085 (0.2212) loss_rec_sfr: 0.2456 (0.2888) loss_cl: -0.2793 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [04:23:22.299743] Epoch: [218] [1640/2904] eta: 0:15:58 lr: 0.002088 loss: 0.1850 (0.1954) loss_rec_all: 0.2109 (0.2213) loss_rec_sfr: 0.2657 (0.2890) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [04:23:37.215959] Epoch: [218] [1660/2904] eta: 0:15:42 lr: 0.002088 loss: 0.1856 (0.1955) loss_rec_all: 0.2121 (0.2214) loss_rec_sfr: 0.2727 (0.2894) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [04:23:52.130511] Epoch: [218] [1680/2904] eta: 0:15:27 lr: 0.002088 loss: 0.1842 (0.1956) loss_rec_all: 0.2102 (0.2214) loss_rec_sfr: 0.2780 (0.2897) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [04:24:07.044027] Epoch: [218] [1700/2904] eta: 0:15:12 lr: 0.002088 loss: 0.1895 (0.1957) loss_rec_all: 0.2155 (0.2215) loss_rec_sfr: 0.2686 (0.2898) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [04:24:21.953272] Epoch: [218] [1720/2904] eta: 0:14:56 lr: 0.002088 loss: 0.1890 (0.1958) loss_rec_all: 0.2148 (0.2216) loss_rec_sfr: 0.2879 (0.2903) loss_cl: -0.2779 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [04:24:36.863951] Epoch: [218] [1740/2904] eta: 0:14:41 lr: 0.002088 loss: 0.1873 (0.1958) loss_rec_all: 0.2131 (0.2217) loss_rec_sfr: 0.2842 (0.2907) loss_cl: -0.2793 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [04:24:51.781118] Epoch: [218] [1760/2904] eta: 0:14:26 lr: 0.002088 loss: 0.1848 (0.1957) loss_rec_all: 0.2109 (0.2216) loss_rec_sfr: 0.2597 (0.2903) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [04:25:06.701171] Epoch: [218] [1780/2904] eta: 0:14:11 lr: 0.002088 loss: 0.1868 (0.1957) loss_rec_all: 0.2129 (0.2215) loss_rec_sfr: 0.2697 (0.2902) loss_cl: -0.2795 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [04:25:21.618716] Epoch: [218] [1800/2904] eta: 0:13:55 lr: 0.002087 loss: 0.1850 (0.1957) loss_rec_all: 0.2113 (0.2216) loss_rec_sfr: 0.2687 (0.2902) loss_cl: -0.2780 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [04:25:36.535773] Epoch: [218] [1820/2904] eta: 0:13:40 lr: 0.002087 loss: 0.1819 (0.1958) loss_rec_all: 0.2081 (0.2216) loss_rec_sfr: 0.2762 (0.2904) loss_cl: -0.2781 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [04:25:51.456803] Epoch: [218] [1840/2904] eta: 0:13:25 lr: 0.002087 loss: 0.1864 (0.1957) loss_rec_all: 0.2125 (0.2216) loss_rec_sfr: 0.2627 (0.2903) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [04:26:06.373626] Epoch: [218] [1860/2904] eta: 0:13:09 lr: 0.002087 loss: 0.1866 (0.1958) loss_rec_all: 0.2126 (0.2216) loss_rec_sfr: 0.2705 (0.2904) loss_cl: -0.2800 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [04:26:21.289423] Epoch: [218] [1880/2904] eta: 0:12:54 lr: 0.002087 loss: 0.1852 (0.1958) loss_rec_all: 0.2116 (0.2216) loss_rec_sfr: 0.2721 (0.2904) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [04:26:36.202352] Epoch: [218] [1900/2904] eta: 0:12:39 lr: 0.002087 loss: 0.1840 (0.1957) loss_rec_all: 0.2103 (0.2215) loss_rec_sfr: 0.2477 (0.2900) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [04:26:51.120193] Epoch: [218] [1920/2904] eta: 0:12:24 lr: 0.002087 loss: 0.1852 (0.1956) loss_rec_all: 0.2110 (0.2214) loss_rec_sfr: 0.2712 (0.2898) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [04:27:06.049513] Epoch: [218] [1940/2904] eta: 0:12:09 lr: 0.002087 loss: 0.1888 (0.1957) loss_rec_all: 0.2146 (0.2215) loss_rec_sfr: 0.2752 (0.2901) loss_cl: -0.2786 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [04:27:20.967961] Epoch: [218] [1960/2904] eta: 0:11:53 lr: 0.002087 loss: 0.1847 (0.1956) loss_rec_all: 0.2107 (0.2215) loss_rec_sfr: 0.2652 (0.2898) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [04:27:35.885449] Epoch: [218] [1980/2904] eta: 0:11:38 lr: 0.002087 loss: 0.1815 (0.1956) loss_rec_all: 0.2078 (0.2214) loss_rec_sfr: 0.2534 (0.2895) loss_cl: -0.2796 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [04:27:50.797640] Epoch: [218] [2000/2904] eta: 0:11:23 lr: 0.002087 loss: 0.1871 (0.1956) loss_rec_all: 0.2131 (0.2215) loss_rec_sfr: 0.2664 (0.2897) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [04:28:05.713415] Epoch: [218] [2020/2904] eta: 0:11:08 lr: 0.002087 loss: 0.1845 (0.1957) loss_rec_all: 0.2103 (0.2215) loss_rec_sfr: 0.2791 (0.2900) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [04:28:20.630987] Epoch: [218] [2040/2904] eta: 0:10:52 lr: 0.002087 loss: 0.1826 (0.1956) loss_rec_all: 0.2085 (0.2215) loss_rec_sfr: 0.2239 (0.2897) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [04:28:35.544810] Epoch: [218] [2060/2904] eta: 0:10:37 lr: 0.002087 loss: 0.1858 (0.1956) loss_rec_all: 0.2120 (0.2215) loss_rec_sfr: 0.2700 (0.2897) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [04:28:50.461140] Epoch: [218] [2080/2904] eta: 0:10:22 lr: 0.002087 loss: 0.1830 (0.1956) loss_rec_all: 0.2093 (0.2215) loss_rec_sfr: 0.2716 (0.2897) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [04:29:05.384500] Epoch: [218] [2100/2904] eta: 0:10:07 lr: 0.002087 loss: 0.1842 (0.1956) loss_rec_all: 0.2101 (0.2215) loss_rec_sfr: 0.2658 (0.2896) loss_cl: -0.2789 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [04:29:20.303779] Epoch: [218] [2120/2904] eta: 0:09:52 lr: 0.002087 loss: 0.1850 (0.1956) loss_rec_all: 0.2111 (0.2214) loss_rec_sfr: 0.2651 (0.2895) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [04:29:35.222813] Epoch: [218] [2140/2904] eta: 0:09:37 lr: 0.002087 loss: 0.1866 (0.1955) loss_rec_all: 0.2125 (0.2214) loss_rec_sfr: 0.2806 (0.2894) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [04:29:50.145435] Epoch: [218] [2160/2904] eta: 0:09:21 lr: 0.002087 loss: 0.1840 (0.1956) loss_rec_all: 0.2102 (0.2214) loss_rec_sfr: 0.2757 (0.2896) loss_cl: -0.2793 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [04:30:05.073246] Epoch: [218] [2180/2904] eta: 0:09:06 lr: 0.002087 loss: 0.1823 (0.1956) loss_rec_all: 0.2084 (0.2214) loss_rec_sfr: 0.2303 (0.2895) loss_cl: -0.2792 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [04:30:19.988227] Epoch: [218] [2200/2904] eta: 0:08:51 lr: 0.002087 loss: 0.1811 (0.1955) loss_rec_all: 0.2071 (0.2213) loss_rec_sfr: 0.2472 (0.2892) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [04:30:34.900399] Epoch: [218] [2220/2904] eta: 0:08:36 lr: 0.002087 loss: 0.1836 (0.1954) loss_rec_all: 0.2095 (0.2213) loss_rec_sfr: 0.2639 (0.2891) loss_cl: -0.2782 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [04:30:49.814518] Epoch: [218] [2240/2904] eta: 0:08:21 lr: 0.002087 loss: 0.1825 (0.1954) loss_rec_all: 0.2087 (0.2213) loss_rec_sfr: 0.2658 (0.2890) loss_cl: -0.2796 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [04:31:04.731649] Epoch: [218] [2260/2904] eta: 0:08:06 lr: 0.002087 loss: 0.1834 (0.1954) loss_rec_all: 0.2095 (0.2213) loss_rec_sfr: 0.2646 (0.2891) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [04:31:19.645192] Epoch: [218] [2280/2904] eta: 0:07:50 lr: 0.002087 loss: 0.1824 (0.1954) loss_rec_all: 0.2085 (0.2213) loss_rec_sfr: 0.2715 (0.2890) loss_cl: -0.2795 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [04:31:34.559499] Epoch: [218] [2300/2904] eta: 0:07:35 lr: 0.002087 loss: 0.1870 (0.1954) loss_rec_all: 0.2131 (0.2213) loss_rec_sfr: 0.2688 (0.2891) loss_cl: -0.2782 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [04:31:49.474802] Epoch: [218] [2320/2904] eta: 0:07:20 lr: 0.002087 loss: 0.1864 (0.1955) loss_rec_all: 0.2125 (0.2213) loss_rec_sfr: 0.2547 (0.2892) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [04:32:04.394700] Epoch: [218] [2340/2904] eta: 0:07:05 lr: 0.002087 loss: 0.1840 (0.1955) loss_rec_all: 0.2102 (0.2214) loss_rec_sfr: 0.2731 (0.2893) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [04:32:19.311172] Epoch: [218] [2360/2904] eta: 0:06:50 lr: 0.002087 loss: 0.1889 (0.1956) loss_rec_all: 0.2152 (0.2214) loss_rec_sfr: 0.2767 (0.2895) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [04:32:34.229540] Epoch: [218] [2380/2904] eta: 0:06:35 lr: 0.002087 loss: 0.1857 (0.1955) loss_rec_all: 0.2120 (0.2214) loss_rec_sfr: 0.2268 (0.2893) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [04:32:49.146197] Epoch: [218] [2400/2904] eta: 0:06:20 lr: 0.002087 loss: 0.1860 (0.1955) loss_rec_all: 0.2124 (0.2214) loss_rec_sfr: 0.2366 (0.2892) loss_cl: -0.2796 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [04:33:04.060798] Epoch: [218] [2420/2904] eta: 0:06:05 lr: 0.002087 loss: 0.1831 (0.1954) loss_rec_all: 0.2090 (0.2213) loss_rec_sfr: 0.2701 (0.2889) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [04:33:18.972719] Epoch: [218] [2440/2904] eta: 0:05:49 lr: 0.002087 loss: 0.1860 (0.1954) loss_rec_all: 0.2118 (0.2213) loss_rec_sfr: 0.2593 (0.2888) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [04:33:33.886380] Epoch: [218] [2460/2904] eta: 0:05:34 lr: 0.002087 loss: 0.1918 (0.1955) loss_rec_all: 0.2180 (0.2213) loss_rec_sfr: 0.2730 (0.2889) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [04:33:48.802488] Epoch: [218] [2480/2904] eta: 0:05:19 lr: 0.002087 loss: 0.1847 (0.1955) loss_rec_all: 0.2106 (0.2213) loss_rec_sfr: 0.2614 (0.2890) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [04:34:03.717175] Epoch: [218] [2500/2904] eta: 0:05:04 lr: 0.002087 loss: 0.1881 (0.1955) loss_rec_all: 0.2139 (0.2214) loss_rec_sfr: 0.2678 (0.2890) loss_cl: -0.2779 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [04:34:18.626120] Epoch: [218] [2520/2904] eta: 0:04:49 lr: 0.002087 loss: 0.1861 (0.1955) loss_rec_all: 0.2119 (0.2214) loss_rec_sfr: 0.2786 (0.2891) loss_cl: -0.2790 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [04:34:33.539924] Epoch: [218] [2540/2904] eta: 0:04:34 lr: 0.002087 loss: 0.1863 (0.1955) loss_rec_all: 0.2123 (0.2214) loss_rec_sfr: 0.2691 (0.2892) loss_cl: -0.2794 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [04:34:48.454742] Epoch: [218] [2560/2904] eta: 0:04:19 lr: 0.002087 loss: 0.1870 (0.1956) loss_rec_all: 0.2129 (0.2214) loss_rec_sfr: 0.2684 (0.2892) loss_cl: -0.2798 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [04:35:03.366543] Epoch: [218] [2580/2904] eta: 0:04:04 lr: 0.002087 loss: 0.1826 (0.1956) loss_rec_all: 0.2088 (0.2214) loss_rec_sfr: 0.2609 (0.2893) loss_cl: -0.2783 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [04:35:18.284225] Epoch: [218] [2600/2904] eta: 0:03:49 lr: 0.002087 loss: 0.1877 (0.1956) loss_rec_all: 0.2137 (0.2215) loss_rec_sfr: 0.2699 (0.2894) loss_cl: -0.2778 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [04:35:33.194506] Epoch: [218] [2620/2904] eta: 0:03:33 lr: 0.002087 loss: 0.1827 (0.1956) loss_rec_all: 0.2085 (0.2214) loss_rec_sfr: 0.2550 (0.2892) loss_cl: -0.2783 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [04:35:48.111420] Epoch: [218] [2640/2904] eta: 0:03:18 lr: 0.002087 loss: 0.1833 (0.1955) loss_rec_all: 0.2096 (0.2213) loss_rec_sfr: 0.2536 (0.2889) loss_cl: -0.2798 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [04:36:03.026833] Epoch: [218] [2660/2904] eta: 0:03:03 lr: 0.002087 loss: 0.1899 (0.1955) loss_rec_all: 0.2157 (0.2214) loss_rec_sfr: 0.2755 (0.2891) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [04:36:17.969331] Epoch: [218] [2680/2904] eta: 0:02:48 lr: 0.002086 loss: 0.1853 (0.1955) loss_rec_all: 0.2111 (0.2214) loss_rec_sfr: 0.2642 (0.2890) loss_cl: -0.2795 (-0.2788) time: 0.7471 data: 0.0002 max mem: 29860 [04:36:32.893562] Epoch: [218] [2700/2904] eta: 0:02:33 lr: 0.002086 loss: 0.1839 (0.1955) loss_rec_all: 0.2101 (0.2214) loss_rec_sfr: 0.2330 (0.2890) loss_cl: -0.2781 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [04:36:47.814487] Epoch: [218] [2720/2904] eta: 0:02:18 lr: 0.002086 loss: 0.1871 (0.1956) loss_rec_all: 0.2135 (0.2214) loss_rec_sfr: 0.2623 (0.2891) loss_cl: -0.2781 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [04:37:02.733331] Epoch: [218] [2740/2904] eta: 0:02:03 lr: 0.002086 loss: 0.1862 (0.1956) loss_rec_all: 0.2121 (0.2215) loss_rec_sfr: 0.2833 (0.2892) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [04:37:17.647086] Epoch: [218] [2760/2904] eta: 0:01:48 lr: 0.002086 loss: 0.1888 (0.1956) loss_rec_all: 0.2147 (0.2215) loss_rec_sfr: 0.2759 (0.2894) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [04:37:32.558345] Epoch: [218] [2780/2904] eta: 0:01:33 lr: 0.002086 loss: 0.1872 (0.1956) loss_rec_all: 0.2129 (0.2215) loss_rec_sfr: 0.2625 (0.2894) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [04:37:47.462881] Epoch: [218] [2800/2904] eta: 0:01:18 lr: 0.002086 loss: 0.1825 (0.1956) loss_rec_all: 0.2088 (0.2214) loss_rec_sfr: 0.2628 (0.2893) loss_cl: -0.2786 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [04:38:02.366285] Epoch: [218] [2820/2904] eta: 0:01:03 lr: 0.002086 loss: 0.1847 (0.1956) loss_rec_all: 0.2105 (0.2214) loss_rec_sfr: 0.2617 (0.2892) loss_cl: -0.2784 (-0.2788) time: 0.7451 data: 0.0005 max mem: 29860 [04:38:17.367101] Epoch: [218] [2840/2904] eta: 0:00:48 lr: 0.002086 loss: 0.1864 (0.1956) loss_rec_all: 0.2120 (0.2215) loss_rec_sfr: 0.2744 (0.2892) loss_cl: -0.2787 (-0.2788) time: 0.7500 data: 0.0062 max mem: 29860 [04:38:32.247241] Epoch: [218] [2860/2904] eta: 0:00:33 lr: 0.002086 loss: 0.1878 (0.1956) loss_rec_all: 0.2137 (0.2214) loss_rec_sfr: 0.2806 (0.2892) loss_cl: -0.2789 (-0.2788) time: 0.7439 data: 0.0001 max mem: 29860 [04:38:47.138756] Epoch: [218] [2880/2904] eta: 0:00:18 lr: 0.002086 loss: 0.1809 (0.1955) loss_rec_all: 0.2072 (0.2214) loss_rec_sfr: 0.2174 (0.2888) loss_cl: -0.2787 (-0.2788) time: 0.7445 data: 0.0001 max mem: 29860 [04:39:02.049851] Epoch: [218] [2900/2904] eta: 0:00:03 lr: 0.002086 loss: 0.1872 (0.1955) loss_rec_all: 0.2132 (0.2214) loss_rec_sfr: 0.2657 (0.2888) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0001 max mem: 29860 [04:39:04.293656] Epoch: [218] [2903/2904] eta: 0:00:00 lr: 0.002086 loss: 0.1865 (0.1955) loss_rec_all: 0.2124 (0.2214) loss_rec_sfr: 0.2712 (0.2888) loss_cl: -0.2793 (-0.2788) time: 0.7455 data: 0.0001 max mem: 29860 [04:39:06.578074] Epoch: [218] Total time: 0:36:28 (0.7536 s / it) [04:39:06.579000] Averaged stats: lr: 0.002086 loss: 0.1865 (0.1975) loss_rec_all: 0.2124 (0.2210) loss_rec_sfr: 0.2712 (0.2877) loss_cl: -0.2793 (-0.2555) [04:39:06.583873] log_dir: ./checkpoint/VF2_ViT-B [04:39:22.583128] Epoch: [219] [ 0/2904] eta: 12:54:17 lr: 0.002086 loss: 0.1796 (0.1796) loss_rec_all: 0.2060 (0.2060) loss_rec_sfr: 0.2231 (0.2231) loss_cl: -0.2800 (-0.2800) time: 15.9979 data: 15.0551 max mem: 29860 [04:39:38.499489] Epoch: [219] [ 20/2904] eta: 1:13:02 lr: 0.002086 loss: 0.1854 (0.1964) loss_rec_all: 0.2117 (0.2223) loss_rec_sfr: 0.2721 (0.2905) loss_cl: -0.2792 (-0.2790) time: 0.7958 data: 0.0002 max mem: 29860 [04:39:53.370132] Epoch: [219] [ 40/2904] eta: 0:54:27 lr: 0.002086 loss: 0.1858 (0.1954) loss_rec_all: 0.2117 (0.2213) loss_rec_sfr: 0.2620 (0.2847) loss_cl: -0.2788 (-0.2788) time: 0.7435 data: 0.0002 max mem: 29860 [04:40:08.263769] Epoch: [219] [ 60/2904] eta: 0:47:55 lr: 0.002086 loss: 0.1898 (0.1973) loss_rec_all: 0.2157 (0.2232) loss_rec_sfr: 0.2739 (0.2878) loss_cl: -0.2788 (-0.2788) time: 0.7446 data: 0.0003 max mem: 29860 [04:40:23.138948] Epoch: [219] [ 80/2904] eta: 0:44:28 lr: 0.002086 loss: 0.2183 (0.2039) loss_rec_all: 0.2437 (0.2297) loss_rec_sfr: 0.2638 (0.2940) loss_cl: -0.2787 (-0.2788) time: 0.7437 data: 0.0002 max mem: 29860 [04:40:38.063187] Epoch: [219] [ 100/2904] eta: 0:42:19 lr: 0.002086 loss: 0.2211 (0.2084) loss_rec_all: 0.2473 (0.2342) loss_rec_sfr: 0.3040 (0.2961) loss_cl: -0.2789 (-0.2788) time: 0.7461 data: 0.0004 max mem: 29860 [04:40:52.983784] Epoch: [219] [ 120/2904] eta: 0:40:47 lr: 0.002086 loss: 0.2123 (0.2110) loss_rec_all: 0.2386 (0.2368) loss_rec_sfr: 0.3097 (0.2999) loss_cl: -0.2784 (-0.2787) time: 0.7460 data: 0.0004 max mem: 29860 [04:41:07.906220] Epoch: [219] [ 140/2904] eta: 0:39:38 lr: 0.002086 loss: 0.1991 (0.2101) loss_rec_all: 0.2253 (0.2359) loss_rec_sfr: 0.2847 (0.2979) loss_cl: -0.2798 (-0.2788) time: 0.7461 data: 0.0004 max mem: 29860 [04:41:22.824934] Epoch: [219] [ 160/2904] eta: 0:38:41 lr: 0.002086 loss: 0.1913 (0.2096) loss_rec_all: 0.2174 (0.2354) loss_rec_sfr: 0.2760 (0.2977) loss_cl: -0.2783 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [04:41:37.740658] Epoch: [219] [ 180/2904] eta: 0:37:54 lr: 0.002086 loss: 0.1887 (0.2087) loss_rec_all: 0.2150 (0.2345) loss_rec_sfr: 0.2721 (0.2975) loss_cl: -0.2786 (-0.2787) time: 0.7457 data: 0.0003 max mem: 29860 [04:41:52.672608] Epoch: [219] [ 200/2904] eta: 0:37:14 lr: 0.002086 loss: 0.1868 (0.2076) loss_rec_all: 0.2130 (0.2334) loss_rec_sfr: 0.2777 (0.2966) loss_cl: -0.2783 (-0.2786) time: 0.7466 data: 0.0002 max mem: 29860 [04:42:07.590427] Epoch: [219] [ 220/2904] eta: 0:36:38 lr: 0.002086 loss: 0.1855 (0.2064) loss_rec_all: 0.2114 (0.2322) loss_rec_sfr: 0.2722 (0.2959) loss_cl: -0.2801 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [04:42:22.507407] Epoch: [219] [ 240/2904] eta: 0:36:05 lr: 0.002086 loss: 0.1889 (0.2065) loss_rec_all: 0.2146 (0.2323) loss_rec_sfr: 0.2656 (0.2984) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [04:42:37.422407] Epoch: [219] [ 260/2904] eta: 0:35:35 lr: 0.002086 loss: 0.1833 (0.2056) loss_rec_all: 0.2095 (0.2314) loss_rec_sfr: 0.2630 (0.2970) loss_cl: -0.2780 (-0.2787) time: 0.7457 data: 0.0003 max mem: 29860 [04:42:52.343960] Epoch: [219] [ 280/2904] eta: 0:35:08 lr: 0.002086 loss: 0.1857 (0.2047) loss_rec_all: 0.2118 (0.2305) loss_rec_sfr: 0.2740 (0.2966) loss_cl: -0.2792 (-0.2787) time: 0.7460 data: 0.0003 max mem: 29860 [04:43:07.302258] Epoch: [219] [ 300/2904] eta: 0:34:42 lr: 0.002086 loss: 0.1822 (0.2041) loss_rec_all: 0.2086 (0.2299) loss_rec_sfr: 0.2673 (0.2962) loss_cl: -0.2798 (-0.2788) time: 0.7479 data: 0.0003 max mem: 29860 [04:43:22.219725] Epoch: [219] [ 320/2904] eta: 0:34:17 lr: 0.002086 loss: 0.1834 (0.2030) loss_rec_all: 0.2094 (0.2288) loss_rec_sfr: 0.2646 (0.2940) loss_cl: -0.2794 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [04:43:37.137674] Epoch: [219] [ 340/2904] eta: 0:33:54 lr: 0.002086 loss: 0.1819 (0.2025) loss_rec_all: 0.2080 (0.2283) loss_rec_sfr: 0.2701 (0.2943) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [04:43:52.056117] Epoch: [219] [ 360/2904] eta: 0:33:31 lr: 0.002086 loss: 0.1969 (0.2027) loss_rec_all: 0.2229 (0.2285) loss_rec_sfr: 0.2701 (0.2952) loss_cl: -0.2783 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [04:44:07.003942] Epoch: [219] [ 380/2904] eta: 0:33:10 lr: 0.002086 loss: 0.1868 (0.2023) loss_rec_all: 0.2133 (0.2281) loss_rec_sfr: 0.2769 (0.2951) loss_cl: -0.2793 (-0.2788) time: 0.7473 data: 0.0003 max mem: 29860 [04:44:21.927653] Epoch: [219] [ 400/2904] eta: 0:32:48 lr: 0.002086 loss: 0.1835 (0.2016) loss_rec_all: 0.2095 (0.2275) loss_rec_sfr: 0.2732 (0.2944) loss_cl: -0.2791 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [04:44:36.850973] Epoch: [219] [ 420/2904] eta: 0:32:28 lr: 0.002086 loss: 0.1834 (0.2011) loss_rec_all: 0.2098 (0.2270) loss_rec_sfr: 0.2373 (0.2930) loss_cl: -0.2788 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [04:44:51.773942] Epoch: [219] [ 440/2904] eta: 0:32:08 lr: 0.002086 loss: 0.1921 (0.2012) loss_rec_all: 0.2182 (0.2270) loss_rec_sfr: 0.2704 (0.2939) loss_cl: -0.2784 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [04:45:06.695364] Epoch: [219] [ 460/2904] eta: 0:31:48 lr: 0.002086 loss: 0.1870 (0.2008) loss_rec_all: 0.2130 (0.2267) loss_rec_sfr: 0.2685 (0.2934) loss_cl: -0.2784 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [04:45:21.616344] Epoch: [219] [ 480/2904] eta: 0:31:29 lr: 0.002086 loss: 0.1821 (0.2002) loss_rec_all: 0.2081 (0.2260) loss_rec_sfr: 0.2649 (0.2923) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [04:45:36.536293] Epoch: [219] [ 500/2904] eta: 0:31:11 lr: 0.002086 loss: 0.1877 (0.2000) loss_rec_all: 0.2136 (0.2259) loss_rec_sfr: 0.2644 (0.2926) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [04:45:51.452760] Epoch: [219] [ 520/2904] eta: 0:30:52 lr: 0.002086 loss: 0.1818 (0.1995) loss_rec_all: 0.2079 (0.2254) loss_rec_sfr: 0.2406 (0.2912) loss_cl: -0.2794 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [04:46:06.382501] Epoch: [219] [ 540/2904] eta: 0:30:34 lr: 0.002086 loss: 0.1830 (0.1993) loss_rec_all: 0.2090 (0.2252) loss_rec_sfr: 0.2659 (0.2907) loss_cl: -0.2788 (-0.2788) time: 0.7464 data: 0.0003 max mem: 29860 [04:46:21.303619] Epoch: [219] [ 560/2904] eta: 0:30:16 lr: 0.002086 loss: 0.1820 (0.1992) loss_rec_all: 0.2078 (0.2251) loss_rec_sfr: 0.2667 (0.2909) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [04:46:36.221020] Epoch: [219] [ 580/2904] eta: 0:29:58 lr: 0.002086 loss: 0.1829 (0.1989) loss_rec_all: 0.2088 (0.2247) loss_rec_sfr: 0.2579 (0.2901) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [04:46:51.136274] Epoch: [219] [ 600/2904] eta: 0:29:40 lr: 0.002086 loss: 0.1946 (0.1992) loss_rec_all: 0.2207 (0.2250) loss_rec_sfr: 0.2831 (0.2917) loss_cl: -0.2783 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [04:47:06.055790] Epoch: [219] [ 620/2904] eta: 0:29:23 lr: 0.002086 loss: 0.1804 (0.1989) loss_rec_all: 0.2069 (0.2247) loss_rec_sfr: 0.2311 (0.2909) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [04:47:20.976061] Epoch: [219] [ 640/2904] eta: 0:29:06 lr: 0.002085 loss: 0.1829 (0.1985) loss_rec_all: 0.2093 (0.2244) loss_rec_sfr: 0.2676 (0.2901) loss_cl: -0.2794 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [04:47:35.894271] Epoch: [219] [ 660/2904] eta: 0:28:48 lr: 0.002085 loss: 0.1874 (0.1985) loss_rec_all: 0.2135 (0.2243) loss_rec_sfr: 0.2719 (0.2902) loss_cl: -0.2800 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [04:47:50.811642] Epoch: [219] [ 680/2904] eta: 0:28:31 lr: 0.002085 loss: 0.1821 (0.1982) loss_rec_all: 0.2082 (0.2241) loss_rec_sfr: 0.2639 (0.2895) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [04:48:05.733319] Epoch: [219] [ 700/2904] eta: 0:28:15 lr: 0.002085 loss: 0.1855 (0.1982) loss_rec_all: 0.2117 (0.2240) loss_rec_sfr: 0.2698 (0.2897) loss_cl: -0.2784 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [04:48:20.649026] Epoch: [219] [ 720/2904] eta: 0:27:58 lr: 0.002085 loss: 0.1838 (0.1979) loss_rec_all: 0.2099 (0.2237) loss_rec_sfr: 0.2444 (0.2889) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [04:48:35.569794] Epoch: [219] [ 740/2904] eta: 0:27:41 lr: 0.002085 loss: 0.1863 (0.1977) loss_rec_all: 0.2122 (0.2235) loss_rec_sfr: 0.2710 (0.2886) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [04:48:50.487624] Epoch: [219] [ 760/2904] eta: 0:27:24 lr: 0.002085 loss: 0.1869 (0.1976) loss_rec_all: 0.2129 (0.2235) loss_rec_sfr: 0.2755 (0.2886) loss_cl: -0.2796 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [04:49:05.400916] Epoch: [219] [ 780/2904] eta: 0:27:08 lr: 0.002085 loss: 0.1847 (0.1976) loss_rec_all: 0.2106 (0.2234) loss_rec_sfr: 0.2747 (0.2888) loss_cl: -0.2779 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [04:49:20.319341] Epoch: [219] [ 800/2904] eta: 0:26:51 lr: 0.002085 loss: 0.1867 (0.1976) loss_rec_all: 0.2126 (0.2235) loss_rec_sfr: 0.2636 (0.2889) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [04:49:35.242073] Epoch: [219] [ 820/2904] eta: 0:26:35 lr: 0.002085 loss: 0.1792 (0.1975) loss_rec_all: 0.2053 (0.2234) loss_rec_sfr: 0.2563 (0.2886) loss_cl: -0.2792 (-0.2788) time: 0.7461 data: 0.0004 max mem: 29860 [04:49:50.162185] Epoch: [219] [ 840/2904] eta: 0:26:19 lr: 0.002085 loss: 0.1828 (0.1974) loss_rec_all: 0.2088 (0.2232) loss_rec_sfr: 0.2667 (0.2883) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [04:50:05.079199] Epoch: [219] [ 860/2904] eta: 0:26:03 lr: 0.002085 loss: 0.1840 (0.1973) loss_rec_all: 0.2102 (0.2232) loss_rec_sfr: 0.2582 (0.2881) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [04:50:19.999649] Epoch: [219] [ 880/2904] eta: 0:25:46 lr: 0.002085 loss: 0.1892 (0.1975) loss_rec_all: 0.2150 (0.2234) loss_rec_sfr: 0.2826 (0.2891) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [04:50:34.919918] Epoch: [219] [ 900/2904] eta: 0:25:30 lr: 0.002085 loss: 0.1829 (0.1975) loss_rec_all: 0.2089 (0.2234) loss_rec_sfr: 0.2765 (0.2895) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [04:50:49.845113] Epoch: [219] [ 920/2904] eta: 0:25:14 lr: 0.002085 loss: 0.1839 (0.1974) loss_rec_all: 0.2097 (0.2232) loss_rec_sfr: 0.2641 (0.2891) loss_cl: -0.2783 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [04:51:04.759597] Epoch: [219] [ 940/2904] eta: 0:24:58 lr: 0.002085 loss: 0.1925 (0.1976) loss_rec_all: 0.2189 (0.2235) loss_rec_sfr: 0.2764 (0.2900) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [04:51:19.680361] Epoch: [219] [ 960/2904] eta: 0:24:42 lr: 0.002085 loss: 0.1879 (0.1975) loss_rec_all: 0.2144 (0.2234) loss_rec_sfr: 0.2592 (0.2894) loss_cl: -0.2796 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [04:51:34.596195] Epoch: [219] [ 980/2904] eta: 0:24:26 lr: 0.002085 loss: 0.1830 (0.1974) loss_rec_all: 0.2093 (0.2232) loss_rec_sfr: 0.2319 (0.2889) loss_cl: -0.2801 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [04:51:49.508455] Epoch: [219] [1000/2904] eta: 0:24:11 lr: 0.002085 loss: 0.1845 (0.1972) loss_rec_all: 0.2107 (0.2230) loss_rec_sfr: 0.2667 (0.2883) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [04:52:04.425810] Epoch: [219] [1020/2904] eta: 0:23:55 lr: 0.002085 loss: 0.1858 (0.1970) loss_rec_all: 0.2118 (0.2229) loss_rec_sfr: 0.2680 (0.2876) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [04:52:19.343707] Epoch: [219] [1040/2904] eta: 0:23:39 lr: 0.002085 loss: 0.1853 (0.1970) loss_rec_all: 0.2119 (0.2228) loss_rec_sfr: 0.2652 (0.2876) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [04:52:34.266915] Epoch: [219] [1060/2904] eta: 0:23:23 lr: 0.002085 loss: 0.1822 (0.1969) loss_rec_all: 0.2085 (0.2227) loss_rec_sfr: 0.2659 (0.2872) loss_cl: -0.2792 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [04:52:49.183660] Epoch: [219] [1080/2904] eta: 0:23:07 lr: 0.002085 loss: 0.1870 (0.1967) loss_rec_all: 0.2128 (0.2226) loss_rec_sfr: 0.2653 (0.2868) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [04:53:04.103212] Epoch: [219] [1100/2904] eta: 0:22:52 lr: 0.002085 loss: 0.1787 (0.1965) loss_rec_all: 0.2050 (0.2224) loss_rec_sfr: 0.2407 (0.2864) loss_cl: -0.2798 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [04:53:19.015108] Epoch: [219] [1120/2904] eta: 0:22:36 lr: 0.002085 loss: 0.1843 (0.1965) loss_rec_all: 0.2103 (0.2224) loss_rec_sfr: 0.2652 (0.2862) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [04:53:33.924702] Epoch: [219] [1140/2904] eta: 0:22:20 lr: 0.002085 loss: 0.1860 (0.1965) loss_rec_all: 0.2126 (0.2224) loss_rec_sfr: 0.2609 (0.2862) loss_cl: -0.2787 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [04:53:48.837090] Epoch: [219] [1160/2904] eta: 0:22:05 lr: 0.002085 loss: 0.1852 (0.1963) loss_rec_all: 0.2115 (0.2222) loss_rec_sfr: 0.2638 (0.2859) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [04:54:03.759241] Epoch: [219] [1180/2904] eta: 0:21:49 lr: 0.002085 loss: 0.1860 (0.1963) loss_rec_all: 0.2118 (0.2222) loss_rec_sfr: 0.2728 (0.2859) loss_cl: -0.2789 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [04:54:18.677594] Epoch: [219] [1200/2904] eta: 0:21:34 lr: 0.002085 loss: 0.1851 (0.1963) loss_rec_all: 0.2113 (0.2222) loss_rec_sfr: 0.2645 (0.2858) loss_cl: -0.2797 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [04:54:33.597344] Epoch: [219] [1220/2904] eta: 0:21:18 lr: 0.002085 loss: 0.1907 (0.1964) loss_rec_all: 0.2165 (0.2223) loss_rec_sfr: 0.2703 (0.2862) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [04:54:48.516698] Epoch: [219] [1240/2904] eta: 0:21:02 lr: 0.002085 loss: 0.1864 (0.1965) loss_rec_all: 0.2122 (0.2223) loss_rec_sfr: 0.2724 (0.2864) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [04:55:03.432476] Epoch: [219] [1260/2904] eta: 0:20:47 lr: 0.002085 loss: 0.1867 (0.1966) loss_rec_all: 0.2131 (0.2224) loss_rec_sfr: 0.2659 (0.2868) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [04:55:18.346757] Epoch: [219] [1280/2904] eta: 0:20:31 lr: 0.002085 loss: 0.1838 (0.1965) loss_rec_all: 0.2100 (0.2224) loss_rec_sfr: 0.2569 (0.2866) loss_cl: -0.2794 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [04:55:33.262084] Epoch: [219] [1300/2904] eta: 0:20:16 lr: 0.002085 loss: 0.1857 (0.1965) loss_rec_all: 0.2121 (0.2224) loss_rec_sfr: 0.2604 (0.2865) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [04:55:48.181323] Epoch: [219] [1320/2904] eta: 0:20:00 lr: 0.002085 loss: 0.1836 (0.1964) loss_rec_all: 0.2094 (0.2223) loss_rec_sfr: 0.2623 (0.2864) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [04:56:03.098659] Epoch: [219] [1340/2904] eta: 0:19:45 lr: 0.002085 loss: 0.1950 (0.1966) loss_rec_all: 0.2211 (0.2224) loss_rec_sfr: 0.2661 (0.2868) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [04:56:18.015879] Epoch: [219] [1360/2904] eta: 0:19:30 lr: 0.002085 loss: 0.1871 (0.1964) loss_rec_all: 0.2132 (0.2223) loss_rec_sfr: 0.2633 (0.2865) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [04:56:32.929833] Epoch: [219] [1380/2904] eta: 0:19:14 lr: 0.002085 loss: 0.1800 (0.1963) loss_rec_all: 0.2065 (0.2222) loss_rec_sfr: 0.2352 (0.2861) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [04:56:47.846339] Epoch: [219] [1400/2904] eta: 0:18:59 lr: 0.002085 loss: 0.1821 (0.1962) loss_rec_all: 0.2080 (0.2221) loss_rec_sfr: 0.2387 (0.2858) loss_cl: -0.2793 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [04:57:02.760555] Epoch: [219] [1420/2904] eta: 0:18:43 lr: 0.002085 loss: 0.1846 (0.1961) loss_rec_all: 0.2110 (0.2220) loss_rec_sfr: 0.2655 (0.2856) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [04:57:17.676808] Epoch: [219] [1440/2904] eta: 0:18:28 lr: 0.002085 loss: 0.1839 (0.1961) loss_rec_all: 0.2099 (0.2220) loss_rec_sfr: 0.2689 (0.2857) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [04:57:32.590676] Epoch: [219] [1460/2904] eta: 0:18:13 lr: 0.002085 loss: 0.1802 (0.1960) loss_rec_all: 0.2063 (0.2219) loss_rec_sfr: 0.2713 (0.2855) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [04:57:47.503838] Epoch: [219] [1480/2904] eta: 0:17:57 lr: 0.002085 loss: 0.1864 (0.1959) loss_rec_all: 0.2124 (0.2218) loss_rec_sfr: 0.2628 (0.2852) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [04:58:02.418183] Epoch: [219] [1500/2904] eta: 0:17:42 lr: 0.002084 loss: 0.1872 (0.1960) loss_rec_all: 0.2133 (0.2219) loss_rec_sfr: 0.2736 (0.2854) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [04:58:17.337520] Epoch: [219] [1520/2904] eta: 0:17:27 lr: 0.002084 loss: 0.1883 (0.1960) loss_rec_all: 0.2140 (0.2219) loss_rec_sfr: 0.2677 (0.2854) loss_cl: -0.2783 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [04:58:32.255626] Epoch: [219] [1540/2904] eta: 0:17:11 lr: 0.002084 loss: 0.1822 (0.1960) loss_rec_all: 0.2084 (0.2219) loss_rec_sfr: 0.2698 (0.2855) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [04:58:47.172355] Epoch: [219] [1560/2904] eta: 0:16:56 lr: 0.002084 loss: 0.1831 (0.1960) loss_rec_all: 0.2096 (0.2219) loss_rec_sfr: 0.2596 (0.2854) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [04:59:02.087686] Epoch: [219] [1580/2904] eta: 0:16:41 lr: 0.002084 loss: 0.1917 (0.1960) loss_rec_all: 0.2179 (0.2219) loss_rec_sfr: 0.2678 (0.2856) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [04:59:16.999434] Epoch: [219] [1600/2904] eta: 0:16:25 lr: 0.002084 loss: 0.1816 (0.1959) loss_rec_all: 0.2078 (0.2218) loss_rec_sfr: 0.2300 (0.2853) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [04:59:31.909504] Epoch: [219] [1620/2904] eta: 0:16:10 lr: 0.002084 loss: 0.1858 (0.1960) loss_rec_all: 0.2120 (0.2219) loss_rec_sfr: 0.2747 (0.2856) loss_cl: -0.2783 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [04:59:46.827801] Epoch: [219] [1640/2904] eta: 0:15:55 lr: 0.002084 loss: 0.1869 (0.1960) loss_rec_all: 0.2129 (0.2219) loss_rec_sfr: 0.2871 (0.2859) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [05:00:01.748441] Epoch: [219] [1660/2904] eta: 0:15:39 lr: 0.002084 loss: 0.1841 (0.1960) loss_rec_all: 0.2100 (0.2219) loss_rec_sfr: 0.2720 (0.2858) loss_cl: -0.2793 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [05:00:16.673675] Epoch: [219] [1680/2904] eta: 0:15:24 lr: 0.002084 loss: 0.1877 (0.1960) loss_rec_all: 0.2135 (0.2219) loss_rec_sfr: 0.2653 (0.2859) loss_cl: -0.2786 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [05:00:31.596506] Epoch: [219] [1700/2904] eta: 0:15:09 lr: 0.002084 loss: 0.1871 (0.1960) loss_rec_all: 0.2130 (0.2219) loss_rec_sfr: 0.2663 (0.2859) loss_cl: -0.2776 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [05:00:46.516532] Epoch: [219] [1720/2904] eta: 0:14:54 lr: 0.002084 loss: 0.1840 (0.1959) loss_rec_all: 0.2097 (0.2218) loss_rec_sfr: 0.2575 (0.2856) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [05:01:01.430491] Epoch: [219] [1740/2904] eta: 0:14:39 lr: 0.002084 loss: 0.1876 (0.1958) loss_rec_all: 0.2134 (0.2217) loss_rec_sfr: 0.2705 (0.2854) loss_cl: -0.2799 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [05:01:16.343248] Epoch: [219] [1760/2904] eta: 0:14:23 lr: 0.002084 loss: 0.1839 (0.1959) loss_rec_all: 0.2102 (0.2218) loss_rec_sfr: 0.2678 (0.2855) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [05:01:31.253924] Epoch: [219] [1780/2904] eta: 0:14:08 lr: 0.002084 loss: 0.1820 (0.1958) loss_rec_all: 0.2079 (0.2217) loss_rec_sfr: 0.2668 (0.2855) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [05:01:46.164766] Epoch: [219] [1800/2904] eta: 0:13:53 lr: 0.002084 loss: 0.1840 (0.1959) loss_rec_all: 0.2103 (0.2218) loss_rec_sfr: 0.2716 (0.2858) loss_cl: -0.2791 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [05:02:01.078341] Epoch: [219] [1820/2904] eta: 0:13:38 lr: 0.002084 loss: 0.1865 (0.1959) loss_rec_all: 0.2130 (0.2218) loss_rec_sfr: 0.2720 (0.2860) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [05:02:15.994806] Epoch: [219] [1840/2904] eta: 0:13:22 lr: 0.002084 loss: 0.1850 (0.1960) loss_rec_all: 0.2113 (0.2218) loss_rec_sfr: 0.2583 (0.2859) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [05:02:30.912900] Epoch: [219] [1860/2904] eta: 0:13:07 lr: 0.002084 loss: 0.1828 (0.1960) loss_rec_all: 0.2085 (0.2218) loss_rec_sfr: 0.2676 (0.2860) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [05:02:45.836010] Epoch: [219] [1880/2904] eta: 0:12:52 lr: 0.002084 loss: 0.1845 (0.1959) loss_rec_all: 0.2108 (0.2218) loss_rec_sfr: 0.2683 (0.2859) loss_cl: -0.2786 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [05:03:00.756871] Epoch: [219] [1900/2904] eta: 0:12:37 lr: 0.002084 loss: 0.1823 (0.1959) loss_rec_all: 0.2086 (0.2218) loss_rec_sfr: 0.2629 (0.2857) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [05:03:15.686734] Epoch: [219] [1920/2904] eta: 0:12:22 lr: 0.002084 loss: 0.1827 (0.1959) loss_rec_all: 0.2091 (0.2217) loss_rec_sfr: 0.2638 (0.2856) loss_cl: -0.2786 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [05:03:30.609173] Epoch: [219] [1940/2904] eta: 0:12:07 lr: 0.002084 loss: 0.1883 (0.1960) loss_rec_all: 0.2145 (0.2218) loss_rec_sfr: 0.2738 (0.2860) loss_cl: -0.2785 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [05:03:45.522202] Epoch: [219] [1960/2904] eta: 0:11:51 lr: 0.002084 loss: 0.1814 (0.1959) loss_rec_all: 0.2078 (0.2218) loss_rec_sfr: 0.2268 (0.2857) loss_cl: -0.2794 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [05:04:00.438432] Epoch: [219] [1980/2904] eta: 0:11:36 lr: 0.002084 loss: 0.1898 (0.1959) loss_rec_all: 0.2156 (0.2218) loss_rec_sfr: 0.2683 (0.2858) loss_cl: -0.2795 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [05:04:15.350814] Epoch: [219] [2000/2904] eta: 0:11:21 lr: 0.002084 loss: 0.1825 (0.1958) loss_rec_all: 0.2088 (0.2217) loss_rec_sfr: 0.2596 (0.2855) loss_cl: -0.2798 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [05:04:30.266918] Epoch: [219] [2020/2904] eta: 0:11:06 lr: 0.002084 loss: 0.1855 (0.1958) loss_rec_all: 0.2120 (0.2217) loss_rec_sfr: 0.2556 (0.2854) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [05:04:45.180491] Epoch: [219] [2040/2904] eta: 0:10:51 lr: 0.002084 loss: 0.1832 (0.1957) loss_rec_all: 0.2091 (0.2216) loss_rec_sfr: 0.2360 (0.2849) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [05:05:00.096452] Epoch: [219] [2060/2904] eta: 0:10:36 lr: 0.002084 loss: 0.1849 (0.1957) loss_rec_all: 0.2113 (0.2216) loss_rec_sfr: 0.2662 (0.2850) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [05:05:15.010269] Epoch: [219] [2080/2904] eta: 0:10:20 lr: 0.002084 loss: 0.1828 (0.1956) loss_rec_all: 0.2085 (0.2215) loss_rec_sfr: 0.2626 (0.2848) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [05:05:29.931710] Epoch: [219] [2100/2904] eta: 0:10:05 lr: 0.002084 loss: 0.1832 (0.1955) loss_rec_all: 0.2094 (0.2214) loss_rec_sfr: 0.2380 (0.2845) loss_cl: -0.2791 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [05:05:44.858659] Epoch: [219] [2120/2904] eta: 0:09:50 lr: 0.002084 loss: 0.1879 (0.1955) loss_rec_all: 0.2136 (0.2214) loss_rec_sfr: 0.2657 (0.2844) loss_cl: -0.2787 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [05:05:59.786685] Epoch: [219] [2140/2904] eta: 0:09:35 lr: 0.002084 loss: 0.1887 (0.1955) loss_rec_all: 0.2146 (0.2214) loss_rec_sfr: 0.2677 (0.2844) loss_cl: -0.2800 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [05:06:14.709754] Epoch: [219] [2160/2904] eta: 0:09:20 lr: 0.002084 loss: 0.1822 (0.1955) loss_rec_all: 0.2081 (0.2214) loss_rec_sfr: 0.2713 (0.2844) loss_cl: -0.2798 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [05:06:29.628002] Epoch: [219] [2180/2904] eta: 0:09:05 lr: 0.002084 loss: 0.1853 (0.1955) loss_rec_all: 0.2114 (0.2214) loss_rec_sfr: 0.2723 (0.2846) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [05:06:44.544540] Epoch: [219] [2200/2904] eta: 0:08:50 lr: 0.002084 loss: 0.1831 (0.1955) loss_rec_all: 0.2095 (0.2214) loss_rec_sfr: 0.2667 (0.2845) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [05:06:59.465464] Epoch: [219] [2220/2904] eta: 0:08:35 lr: 0.002084 loss: 0.1844 (0.1955) loss_rec_all: 0.2107 (0.2214) loss_rec_sfr: 0.2454 (0.2847) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [05:07:14.388247] Epoch: [219] [2240/2904] eta: 0:08:20 lr: 0.002084 loss: 0.1834 (0.1956) loss_rec_all: 0.2095 (0.2215) loss_rec_sfr: 0.2732 (0.2849) loss_cl: -0.2781 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [05:07:29.311919] Epoch: [219] [2260/2904] eta: 0:08:04 lr: 0.002084 loss: 0.1808 (0.1955) loss_rec_all: 0.2067 (0.2213) loss_rec_sfr: 0.2317 (0.2845) loss_cl: -0.2790 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [05:07:44.230000] Epoch: [219] [2280/2904] eta: 0:07:49 lr: 0.002084 loss: 0.1792 (0.1954) loss_rec_all: 0.2052 (0.2213) loss_rec_sfr: 0.2667 (0.2844) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [05:07:59.147523] Epoch: [219] [2300/2904] eta: 0:07:34 lr: 0.002084 loss: 0.1849 (0.1954) loss_rec_all: 0.2108 (0.2213) loss_rec_sfr: 0.2790 (0.2844) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [05:08:14.061131] Epoch: [219] [2320/2904] eta: 0:07:19 lr: 0.002084 loss: 0.1895 (0.1955) loss_rec_all: 0.2160 (0.2214) loss_rec_sfr: 0.2650 (0.2847) loss_cl: -0.2798 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [05:08:28.985557] Epoch: [219] [2340/2904] eta: 0:07:04 lr: 0.002084 loss: 0.1848 (0.1955) loss_rec_all: 0.2107 (0.2214) loss_rec_sfr: 0.2636 (0.2849) loss_cl: -0.2789 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [05:08:43.904352] Epoch: [219] [2360/2904] eta: 0:06:49 lr: 0.002083 loss: 0.1883 (0.1956) loss_rec_all: 0.2141 (0.2215) loss_rec_sfr: 0.2726 (0.2850) loss_cl: -0.2779 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [05:08:58.824830] Epoch: [219] [2380/2904] eta: 0:06:34 lr: 0.002083 loss: 0.1871 (0.1956) loss_rec_all: 0.2131 (0.2215) loss_rec_sfr: 0.2667 (0.2852) loss_cl: -0.2777 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [05:09:13.751433] Epoch: [219] [2400/2904] eta: 0:06:19 lr: 0.002083 loss: 0.1917 (0.1957) loss_rec_all: 0.2180 (0.2216) loss_rec_sfr: 0.2683 (0.2854) loss_cl: -0.2792 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [05:09:28.675653] Epoch: [219] [2420/2904] eta: 0:06:04 lr: 0.002083 loss: 0.1833 (0.1957) loss_rec_all: 0.2093 (0.2216) loss_rec_sfr: 0.2905 (0.2857) loss_cl: -0.2800 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [05:09:43.598039] Epoch: [219] [2440/2904] eta: 0:05:49 lr: 0.002083 loss: 0.1837 (0.1957) loss_rec_all: 0.2096 (0.2216) loss_rec_sfr: 0.2740 (0.2857) loss_cl: -0.2790 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [05:09:58.520634] Epoch: [219] [2460/2904] eta: 0:05:34 lr: 0.002083 loss: 0.1820 (0.1957) loss_rec_all: 0.2082 (0.2216) loss_rec_sfr: 0.2317 (0.2857) loss_cl: -0.2785 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [05:10:13.441530] Epoch: [219] [2480/2904] eta: 0:05:19 lr: 0.002083 loss: 0.1823 (0.1957) loss_rec_all: 0.2087 (0.2216) loss_rec_sfr: 0.2769 (0.2858) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [05:10:28.361854] Epoch: [219] [2500/2904] eta: 0:05:03 lr: 0.002083 loss: 0.1859 (0.1957) loss_rec_all: 0.2124 (0.2216) loss_rec_sfr: 0.2702 (0.2859) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [05:10:43.279691] Epoch: [219] [2520/2904] eta: 0:04:48 lr: 0.002083 loss: 0.1861 (0.1957) loss_rec_all: 0.2124 (0.2216) loss_rec_sfr: 0.2735 (0.2859) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [05:10:58.193162] Epoch: [219] [2540/2904] eta: 0:04:33 lr: 0.002083 loss: 0.1830 (0.1957) loss_rec_all: 0.2091 (0.2216) loss_rec_sfr: 0.2709 (0.2860) loss_cl: -0.2794 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [05:11:13.112912] Epoch: [219] [2560/2904] eta: 0:04:18 lr: 0.002083 loss: 0.1813 (0.1957) loss_rec_all: 0.2078 (0.2216) loss_rec_sfr: 0.2754 (0.2859) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [05:11:28.034589] Epoch: [219] [2580/2904] eta: 0:04:03 lr: 0.002083 loss: 0.1836 (0.1957) loss_rec_all: 0.2096 (0.2216) loss_rec_sfr: 0.2795 (0.2859) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [05:11:42.955473] Epoch: [219] [2600/2904] eta: 0:03:48 lr: 0.002083 loss: 0.1883 (0.1957) loss_rec_all: 0.2144 (0.2216) loss_rec_sfr: 0.2612 (0.2859) loss_cl: -0.2781 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [05:11:57.874520] Epoch: [219] [2620/2904] eta: 0:03:33 lr: 0.002083 loss: 0.1886 (0.1957) loss_rec_all: 0.2146 (0.2216) loss_rec_sfr: 0.2792 (0.2861) loss_cl: -0.2780 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [05:12:12.797143] Epoch: [219] [2640/2904] eta: 0:03:18 lr: 0.002083 loss: 0.1838 (0.1957) loss_rec_all: 0.2097 (0.2216) loss_rec_sfr: 0.2604 (0.2861) loss_cl: -0.2766 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [05:12:27.716295] Epoch: [219] [2660/2904] eta: 0:03:03 lr: 0.002083 loss: 0.1835 (0.1957) loss_rec_all: 0.2089 (0.2216) loss_rec_sfr: 0.2682 (0.2860) loss_cl: -0.2765 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [05:12:42.643853] Epoch: [219] [2680/2904] eta: 0:02:48 lr: 0.002083 loss: 0.1827 (0.1957) loss_rec_all: 0.2084 (0.2215) loss_rec_sfr: 0.2605 (0.2859) loss_cl: -0.2756 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [05:12:57.563920] Epoch: [219] [2700/2904] eta: 0:02:33 lr: 0.002083 loss: 0.1833 (0.1957) loss_rec_all: 0.2098 (0.2216) loss_rec_sfr: 0.2817 (0.2861) loss_cl: -0.2800 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [05:13:12.478015] Epoch: [219] [2720/2904] eta: 0:02:18 lr: 0.002083 loss: 0.1872 (0.1957) loss_rec_all: 0.2132 (0.2215) loss_rec_sfr: 0.2691 (0.2861) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [05:13:27.398736] Epoch: [219] [2740/2904] eta: 0:02:03 lr: 0.002083 loss: 0.1850 (0.1956) loss_rec_all: 0.2114 (0.2215) loss_rec_sfr: 0.2650 (0.2859) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [05:13:42.314490] Epoch: [219] [2760/2904] eta: 0:01:48 lr: 0.002083 loss: 0.1848 (0.1957) loss_rec_all: 0.2108 (0.2215) loss_rec_sfr: 0.2556 (0.2860) loss_cl: -0.2784 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [05:13:57.366079] Epoch: [219] [2780/2904] eta: 0:01:33 lr: 0.002083 loss: 0.1843 (0.1956) loss_rec_all: 0.2101 (0.2215) loss_rec_sfr: 0.2655 (0.2859) loss_cl: -0.2785 (-0.2788) time: 0.7525 data: 0.0002 max mem: 29860 [05:14:12.287087] Epoch: [219] [2800/2904] eta: 0:01:18 lr: 0.002083 loss: 0.1858 (0.1956) loss_rec_all: 0.2117 (0.2215) loss_rec_sfr: 0.2645 (0.2859) loss_cl: -0.2791 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [05:14:27.209914] Epoch: [219] [2820/2904] eta: 0:01:03 lr: 0.002083 loss: 0.1865 (0.1956) loss_rec_all: 0.2127 (0.2215) loss_rec_sfr: 0.2671 (0.2859) loss_cl: -0.2787 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [05:14:42.212036] Epoch: [219] [2840/2904] eta: 0:00:48 lr: 0.002083 loss: 0.1828 (0.1956) loss_rec_all: 0.2092 (0.2215) loss_rec_sfr: 0.2570 (0.2859) loss_cl: -0.2791 (-0.2788) time: 0.7501 data: 0.0052 max mem: 29860 [05:14:57.113030] Epoch: [219] [2860/2904] eta: 0:00:33 lr: 0.002083 loss: 0.1876 (0.1956) loss_rec_all: 0.2135 (0.2215) loss_rec_sfr: 0.2800 (0.2860) loss_cl: -0.2789 (-0.2788) time: 0.7450 data: 0.0001 max mem: 29860 [05:15:12.021159] Epoch: [219] [2880/2904] eta: 0:00:18 lr: 0.002083 loss: 0.1861 (0.1956) loss_rec_all: 0.2120 (0.2215) loss_rec_sfr: 0.2713 (0.2860) loss_cl: -0.2786 (-0.2788) time: 0.7454 data: 0.0001 max mem: 29860 [05:15:26.932737] Epoch: [219] [2900/2904] eta: 0:00:03 lr: 0.002083 loss: 0.1828 (0.1956) loss_rec_all: 0.2087 (0.2214) loss_rec_sfr: 0.2714 (0.2859) loss_cl: -0.2779 (-0.2788) time: 0.7455 data: 0.0001 max mem: 29860 [05:15:29.176058] Epoch: [219] [2903/2904] eta: 0:00:00 lr: 0.002083 loss: 0.1828 (0.1956) loss_rec_all: 0.2087 (0.2214) loss_rec_sfr: 0.2643 (0.2858) loss_cl: -0.2781 (-0.2788) time: 0.7454 data: 0.0001 max mem: 29860 [05:15:31.279205] Epoch: [219] Total time: 0:36:24 (0.7523 s / it) [05:15:31.280046] Averaged stats: lr: 0.002083 loss: 0.1828 (0.1984) loss_rec_all: 0.2087 (0.2219) loss_rec_sfr: 0.2643 (0.2886) loss_cl: -0.2781 (-0.2555) [05:15:31.285310] log_dir: ./checkpoint/VF2_ViT-B [05:15:50.447624] Epoch: [220] [ 0/2904] eta: 15:27:22 lr: 0.002083 loss: 0.1887 (0.1887) loss_rec_all: 0.2147 (0.2147) loss_rec_sfr: 0.2746 (0.2746) loss_cl: -0.2794 (-0.2794) time: 19.1607 data: 15.6799 max mem: 29860 [05:16:07.195394] Epoch: [220] [ 20/2904] eta: 1:22:11 lr: 0.002083 loss: 0.1839 (0.1917) loss_rec_all: 0.2100 (0.2177) loss_rec_sfr: 0.2634 (0.2749) loss_cl: -0.2794 (-0.2794) time: 0.8373 data: 0.0642 max mem: 29860 [05:16:22.064009] Epoch: [220] [ 40/2904] eta: 0:59:06 lr: 0.002083 loss: 0.1894 (0.1980) loss_rec_all: 0.2154 (0.2238) loss_rec_sfr: 0.2671 (0.2946) loss_cl: -0.2788 (-0.2790) time: 0.7434 data: 0.0002 max mem: 29860 [05:16:36.945628] Epoch: [220] [ 60/2904] eta: 0:51:01 lr: 0.002083 loss: 0.1926 (0.1979) loss_rec_all: 0.2186 (0.2237) loss_rec_sfr: 0.2731 (0.2948) loss_cl: -0.2788 (-0.2789) time: 0.7440 data: 0.0004 max mem: 29860 [05:16:51.839730] Epoch: [220] [ 80/2904] eta: 0:46:48 lr: 0.002083 loss: 0.1799 (0.1972) loss_rec_all: 0.2062 (0.2230) loss_rec_sfr: 0.2291 (0.2903) loss_cl: -0.2795 (-0.2791) time: 0.7446 data: 0.0003 max mem: 29860 [05:17:06.745931] Epoch: [220] [ 100/2904] eta: 0:44:10 lr: 0.002083 loss: 0.1859 (0.1986) loss_rec_all: 0.2122 (0.2244) loss_rec_sfr: 0.2661 (0.2932) loss_cl: -0.2786 (-0.2790) time: 0.7453 data: 0.0003 max mem: 29860 [05:17:21.657963] Epoch: [220] [ 120/2904] eta: 0:42:19 lr: 0.002083 loss: 0.1851 (0.1989) loss_rec_all: 0.2110 (0.2247) loss_rec_sfr: 0.2775 (0.2960) loss_cl: -0.2790 (-0.2789) time: 0.7456 data: 0.0003 max mem: 29860 [05:17:36.583691] Epoch: [220] [ 140/2904] eta: 0:40:56 lr: 0.002083 loss: 0.1818 (0.1977) loss_rec_all: 0.2083 (0.2236) loss_rec_sfr: 0.2583 (0.2913) loss_cl: -0.2789 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [05:17:51.508310] Epoch: [220] [ 160/2904] eta: 0:39:49 lr: 0.002083 loss: 0.1814 (0.1971) loss_rec_all: 0.2072 (0.2230) loss_rec_sfr: 0.2699 (0.2907) loss_cl: -0.2787 (-0.2789) time: 0.7462 data: 0.0003 max mem: 29860 [05:18:06.430326] Epoch: [220] [ 180/2904] eta: 0:38:54 lr: 0.002083 loss: 0.1800 (0.1961) loss_rec_all: 0.2062 (0.2219) loss_rec_sfr: 0.2683 (0.2887) loss_cl: -0.2785 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [05:18:21.359748] Epoch: [220] [ 200/2904] eta: 0:38:07 lr: 0.002083 loss: 0.1869 (0.1954) loss_rec_all: 0.2125 (0.2213) loss_rec_sfr: 0.2684 (0.2867) loss_cl: -0.2785 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [05:18:36.275238] Epoch: [220] [ 220/2904] eta: 0:37:26 lr: 0.002083 loss: 0.1841 (0.1953) loss_rec_all: 0.2103 (0.2211) loss_rec_sfr: 0.2842 (0.2878) loss_cl: -0.2784 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [05:18:51.196526] Epoch: [220] [ 240/2904] eta: 0:36:49 lr: 0.002083 loss: 0.1852 (0.1954) loss_rec_all: 0.2109 (0.2213) loss_rec_sfr: 0.2712 (0.2888) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [05:19:06.119113] Epoch: [220] [ 260/2904] eta: 0:36:16 lr: 0.002083 loss: 0.1822 (0.1957) loss_rec_all: 0.2085 (0.2215) loss_rec_sfr: 0.2716 (0.2898) loss_cl: -0.2795 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [05:19:21.077932] Epoch: [220] [ 280/2904] eta: 0:35:45 lr: 0.002083 loss: 0.1792 (0.1953) loss_rec_all: 0.2056 (0.2212) loss_rec_sfr: 0.2336 (0.2884) loss_cl: -0.2791 (-0.2788) time: 0.7479 data: 0.0003 max mem: 29860 [05:19:35.995664] Epoch: [220] [ 300/2904] eta: 0:35:16 lr: 0.002083 loss: 0.1823 (0.1952) loss_rec_all: 0.2084 (0.2210) loss_rec_sfr: 0.2709 (0.2882) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [05:19:50.915923] Epoch: [220] [ 320/2904] eta: 0:34:49 lr: 0.002082 loss: 0.1857 (0.1946) loss_rec_all: 0.2118 (0.2205) loss_rec_sfr: 0.2423 (0.2855) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [05:20:05.840870] Epoch: [220] [ 340/2904] eta: 0:34:24 lr: 0.002082 loss: 0.1845 (0.1948) loss_rec_all: 0.2106 (0.2207) loss_rec_sfr: 0.2748 (0.2866) loss_cl: -0.2790 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [05:20:20.760587] Epoch: [220] [ 360/2904] eta: 0:33:59 lr: 0.002082 loss: 0.1834 (0.1948) loss_rec_all: 0.2096 (0.2207) loss_rec_sfr: 0.2694 (0.2867) loss_cl: -0.2783 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [05:20:35.730256] Epoch: [220] [ 380/2904] eta: 0:33:36 lr: 0.002082 loss: 0.1852 (0.1951) loss_rec_all: 0.2117 (0.2209) loss_rec_sfr: 0.2760 (0.2877) loss_cl: -0.2783 (-0.2787) time: 0.7484 data: 0.0002 max mem: 29860 [05:20:50.651492] Epoch: [220] [ 400/2904] eta: 0:33:14 lr: 0.002082 loss: 0.1835 (0.1952) loss_rec_all: 0.2096 (0.2211) loss_rec_sfr: 0.2749 (0.2884) loss_cl: -0.2793 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [05:21:05.566940] Epoch: [220] [ 420/2904] eta: 0:32:52 lr: 0.002082 loss: 0.1872 (0.1951) loss_rec_all: 0.2134 (0.2209) loss_rec_sfr: 0.2726 (0.2881) loss_cl: -0.2797 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [05:21:20.481168] Epoch: [220] [ 440/2904] eta: 0:32:30 lr: 0.002082 loss: 0.1830 (0.1951) loss_rec_all: 0.2096 (0.2210) loss_rec_sfr: 0.2643 (0.2884) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [05:21:35.399723] Epoch: [220] [ 460/2904] eta: 0:32:10 lr: 0.002082 loss: 0.1866 (0.1952) loss_rec_all: 0.2124 (0.2211) loss_rec_sfr: 0.2686 (0.2883) loss_cl: -0.2781 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [05:21:50.321027] Epoch: [220] [ 480/2904] eta: 0:31:50 lr: 0.002082 loss: 0.1881 (0.1951) loss_rec_all: 0.2144 (0.2210) loss_rec_sfr: 0.2659 (0.2878) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [05:22:05.239146] Epoch: [220] [ 500/2904] eta: 0:31:30 lr: 0.002082 loss: 0.1819 (0.1952) loss_rec_all: 0.2081 (0.2210) loss_rec_sfr: 0.2306 (0.2876) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [05:22:20.159709] Epoch: [220] [ 520/2904] eta: 0:31:10 lr: 0.002082 loss: 0.1852 (0.1953) loss_rec_all: 0.2111 (0.2212) loss_rec_sfr: 0.2740 (0.2882) loss_cl: -0.2793 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [05:22:35.077765] Epoch: [220] [ 540/2904] eta: 0:30:51 lr: 0.002082 loss: 0.1847 (0.1950) loss_rec_all: 0.2110 (0.2209) loss_rec_sfr: 0.2570 (0.2874) loss_cl: -0.2783 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [05:22:49.999768] Epoch: [220] [ 560/2904] eta: 0:30:32 lr: 0.002082 loss: 0.1835 (0.1948) loss_rec_all: 0.2096 (0.2207) loss_rec_sfr: 0.2599 (0.2864) loss_cl: -0.2783 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [05:23:04.919661] Epoch: [220] [ 580/2904] eta: 0:30:14 lr: 0.002082 loss: 0.1843 (0.1948) loss_rec_all: 0.2103 (0.2207) loss_rec_sfr: 0.2709 (0.2867) loss_cl: -0.2788 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [05:23:19.837192] Epoch: [220] [ 600/2904] eta: 0:29:56 lr: 0.002082 loss: 0.1860 (0.1948) loss_rec_all: 0.2119 (0.2206) loss_rec_sfr: 0.2644 (0.2862) loss_cl: -0.2793 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [05:23:34.752019] Epoch: [220] [ 620/2904] eta: 0:29:38 lr: 0.002082 loss: 0.1843 (0.1948) loss_rec_all: 0.2104 (0.2207) loss_rec_sfr: 0.2600 (0.2861) loss_cl: -0.2794 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [05:23:49.670747] Epoch: [220] [ 640/2904] eta: 0:29:20 lr: 0.002082 loss: 0.1844 (0.1950) loss_rec_all: 0.2109 (0.2209) loss_rec_sfr: 0.2494 (0.2864) loss_cl: -0.2797 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [05:24:04.586868] Epoch: [220] [ 660/2904] eta: 0:29:02 lr: 0.002082 loss: 0.1879 (0.1950) loss_rec_all: 0.2140 (0.2208) loss_rec_sfr: 0.2675 (0.2863) loss_cl: -0.2784 (-0.2788) time: 0.7457 data: 0.0004 max mem: 29860 [05:24:19.510587] Epoch: [220] [ 680/2904] eta: 0:28:44 lr: 0.002082 loss: 0.1851 (0.1949) loss_rec_all: 0.2113 (0.2208) loss_rec_sfr: 0.2685 (0.2864) loss_cl: -0.2787 (-0.2788) time: 0.7461 data: 0.0004 max mem: 29860 [05:24:34.446033] Epoch: [220] [ 700/2904] eta: 0:28:27 lr: 0.002082 loss: 0.1869 (0.1948) loss_rec_all: 0.2132 (0.2206) loss_rec_sfr: 0.2634 (0.2858) loss_cl: -0.2788 (-0.2788) time: 0.7467 data: 0.0003 max mem: 29860 [05:24:49.376299] Epoch: [220] [ 720/2904] eta: 0:28:10 lr: 0.002082 loss: 0.1827 (0.1947) loss_rec_all: 0.2091 (0.2206) loss_rec_sfr: 0.2755 (0.2857) loss_cl: -0.2790 (-0.2788) time: 0.7465 data: 0.0003 max mem: 29860 [05:25:04.291779] Epoch: [220] [ 740/2904] eta: 0:27:53 lr: 0.002082 loss: 0.1831 (0.1946) loss_rec_all: 0.2093 (0.2204) loss_rec_sfr: 0.2678 (0.2853) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [05:25:19.190411] Epoch: [220] [ 760/2904] eta: 0:27:36 lr: 0.002082 loss: 0.1823 (0.1946) loss_rec_all: 0.2085 (0.2205) loss_rec_sfr: 0.2672 (0.2854) loss_cl: -0.2786 (-0.2788) time: 0.7449 data: 0.0002 max mem: 29860 [05:25:34.097732] Epoch: [220] [ 780/2904] eta: 0:27:19 lr: 0.002082 loss: 0.1920 (0.1948) loss_rec_all: 0.2182 (0.2207) loss_rec_sfr: 0.2644 (0.2859) loss_cl: -0.2795 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [05:25:49.008599] Epoch: [220] [ 800/2904] eta: 0:27:02 lr: 0.002082 loss: 0.1854 (0.1950) loss_rec_all: 0.2112 (0.2209) loss_rec_sfr: 0.2737 (0.2866) loss_cl: -0.2792 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [05:26:03.921131] Epoch: [220] [ 820/2904] eta: 0:26:45 lr: 0.002082 loss: 0.1870 (0.1951) loss_rec_all: 0.2129 (0.2210) loss_rec_sfr: 0.2673 (0.2867) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [05:26:18.829631] Epoch: [220] [ 840/2904] eta: 0:26:29 lr: 0.002082 loss: 0.1846 (0.1951) loss_rec_all: 0.2110 (0.2210) loss_rec_sfr: 0.2665 (0.2867) loss_cl: -0.2785 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [05:26:33.741265] Epoch: [220] [ 860/2904] eta: 0:26:12 lr: 0.002082 loss: 0.1823 (0.1951) loss_rec_all: 0.2082 (0.2210) loss_rec_sfr: 0.2554 (0.2868) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [05:26:48.654835] Epoch: [220] [ 880/2904] eta: 0:25:56 lr: 0.002082 loss: 0.1814 (0.1950) loss_rec_all: 0.2081 (0.2209) loss_rec_sfr: 0.2637 (0.2866) loss_cl: -0.2796 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [05:27:03.565876] Epoch: [220] [ 900/2904] eta: 0:25:39 lr: 0.002082 loss: 0.1819 (0.1949) loss_rec_all: 0.2083 (0.2208) loss_rec_sfr: 0.2728 (0.2865) loss_cl: -0.2799 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [05:27:18.480283] Epoch: [220] [ 920/2904] eta: 0:25:23 lr: 0.002082 loss: 0.1832 (0.1949) loss_rec_all: 0.2093 (0.2207) loss_rec_sfr: 0.2637 (0.2863) loss_cl: -0.2783 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [05:27:33.389062] Epoch: [220] [ 940/2904] eta: 0:25:07 lr: 0.002082 loss: 0.1843 (0.1948) loss_rec_all: 0.2103 (0.2207) loss_rec_sfr: 0.2635 (0.2863) loss_cl: -0.2780 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [05:27:48.299017] Epoch: [220] [ 960/2904] eta: 0:24:50 lr: 0.002082 loss: 0.1882 (0.1949) loss_rec_all: 0.2145 (0.2208) loss_rec_sfr: 0.2651 (0.2866) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [05:28:03.214390] Epoch: [220] [ 980/2904] eta: 0:24:34 lr: 0.002082 loss: 0.1857 (0.1950) loss_rec_all: 0.2120 (0.2208) loss_rec_sfr: 0.2780 (0.2866) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [05:28:18.124269] Epoch: [220] [1000/2904] eta: 0:24:18 lr: 0.002082 loss: 0.1817 (0.1949) loss_rec_all: 0.2081 (0.2208) loss_rec_sfr: 0.2652 (0.2866) loss_cl: -0.2794 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [05:28:33.033104] Epoch: [220] [1020/2904] eta: 0:24:02 lr: 0.002082 loss: 0.1859 (0.1950) loss_rec_all: 0.2119 (0.2208) loss_rec_sfr: 0.2701 (0.2868) loss_cl: -0.2789 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [05:28:47.945672] Epoch: [220] [1040/2904] eta: 0:23:46 lr: 0.002082 loss: 0.1868 (0.1950) loss_rec_all: 0.2132 (0.2209) loss_rec_sfr: 0.2715 (0.2868) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [05:29:02.854144] Epoch: [220] [1060/2904] eta: 0:23:30 lr: 0.002082 loss: 0.1873 (0.1949) loss_rec_all: 0.2137 (0.2208) loss_rec_sfr: 0.2678 (0.2867) loss_cl: -0.2789 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [05:29:17.762931] Epoch: [220] [1080/2904] eta: 0:23:14 lr: 0.002082 loss: 0.1888 (0.1951) loss_rec_all: 0.2146 (0.2210) loss_rec_sfr: 0.2791 (0.2875) loss_cl: -0.2794 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [05:29:32.671072] Epoch: [220] [1100/2904] eta: 0:22:58 lr: 0.002082 loss: 0.1801 (0.1951) loss_rec_all: 0.2060 (0.2210) loss_rec_sfr: 0.2648 (0.2874) loss_cl: -0.2781 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [05:29:47.582897] Epoch: [220] [1120/2904] eta: 0:22:42 lr: 0.002082 loss: 0.1850 (0.1951) loss_rec_all: 0.2108 (0.2210) loss_rec_sfr: 0.2646 (0.2875) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [05:30:02.497076] Epoch: [220] [1140/2904] eta: 0:22:26 lr: 0.002082 loss: 0.1830 (0.1951) loss_rec_all: 0.2093 (0.2209) loss_rec_sfr: 0.2368 (0.2872) loss_cl: -0.2796 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [05:30:17.419493] Epoch: [220] [1160/2904] eta: 0:22:11 lr: 0.002082 loss: 0.1864 (0.1951) loss_rec_all: 0.2123 (0.2210) loss_rec_sfr: 0.2779 (0.2876) loss_cl: -0.2794 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [05:30:32.330540] Epoch: [220] [1180/2904] eta: 0:21:55 lr: 0.002082 loss: 0.1901 (0.1953) loss_rec_all: 0.2161 (0.2212) loss_rec_sfr: 0.2817 (0.2884) loss_cl: -0.2794 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [05:30:47.238911] Epoch: [220] [1200/2904] eta: 0:21:39 lr: 0.002081 loss: 0.1851 (0.1952) loss_rec_all: 0.2112 (0.2211) loss_rec_sfr: 0.2611 (0.2879) loss_cl: -0.2777 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [05:31:02.145165] Epoch: [220] [1220/2904] eta: 0:21:23 lr: 0.002081 loss: 0.1850 (0.1951) loss_rec_all: 0.2109 (0.2210) loss_rec_sfr: 0.2573 (0.2874) loss_cl: -0.2784 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [05:31:17.057586] Epoch: [220] [1240/2904] eta: 0:21:08 lr: 0.002081 loss: 0.1862 (0.1950) loss_rec_all: 0.2120 (0.2209) loss_rec_sfr: 0.2652 (0.2870) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [05:31:31.968534] Epoch: [220] [1260/2904] eta: 0:20:52 lr: 0.002081 loss: 0.1850 (0.1950) loss_rec_all: 0.2115 (0.2209) loss_rec_sfr: 0.2640 (0.2868) loss_cl: -0.2795 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [05:31:46.881927] Epoch: [220] [1280/2904] eta: 0:20:36 lr: 0.002081 loss: 0.1861 (0.1950) loss_rec_all: 0.2120 (0.2209) loss_rec_sfr: 0.2719 (0.2867) loss_cl: -0.2794 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [05:32:01.795396] Epoch: [220] [1300/2904] eta: 0:20:21 lr: 0.002081 loss: 0.1828 (0.1948) loss_rec_all: 0.2086 (0.2207) loss_rec_sfr: 0.2700 (0.2864) loss_cl: -0.2793 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [05:32:16.711327] Epoch: [220] [1320/2904] eta: 0:20:05 lr: 0.002081 loss: 0.1872 (0.1949) loss_rec_all: 0.2137 (0.2208) loss_rec_sfr: 0.2624 (0.2863) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [05:32:31.628224] Epoch: [220] [1340/2904] eta: 0:19:49 lr: 0.002081 loss: 0.1926 (0.1950) loss_rec_all: 0.2187 (0.2209) loss_rec_sfr: 0.2674 (0.2866) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [05:32:46.541003] Epoch: [220] [1360/2904] eta: 0:19:34 lr: 0.002081 loss: 0.1821 (0.1949) loss_rec_all: 0.2079 (0.2208) loss_rec_sfr: 0.2439 (0.2863) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [05:33:01.457986] Epoch: [220] [1380/2904] eta: 0:19:18 lr: 0.002081 loss: 0.1860 (0.1950) loss_rec_all: 0.2119 (0.2209) loss_rec_sfr: 0.2843 (0.2866) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [05:33:16.373100] Epoch: [220] [1400/2904] eta: 0:19:03 lr: 0.002081 loss: 0.1865 (0.1950) loss_rec_all: 0.2125 (0.2209) loss_rec_sfr: 0.2648 (0.2865) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [05:33:31.291554] Epoch: [220] [1420/2904] eta: 0:18:47 lr: 0.002081 loss: 0.1890 (0.1951) loss_rec_all: 0.2150 (0.2209) loss_rec_sfr: 0.2734 (0.2868) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [05:33:46.208193] Epoch: [220] [1440/2904] eta: 0:18:32 lr: 0.002081 loss: 0.1947 (0.1951) loss_rec_all: 0.2208 (0.2210) loss_rec_sfr: 0.2713 (0.2870) loss_cl: -0.2795 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [05:34:01.118831] Epoch: [220] [1460/2904] eta: 0:18:16 lr: 0.002081 loss: 0.1858 (0.1951) loss_rec_all: 0.2119 (0.2209) loss_rec_sfr: 0.2693 (0.2870) loss_cl: -0.2794 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [05:34:16.029747] Epoch: [220] [1480/2904] eta: 0:18:01 lr: 0.002081 loss: 0.1808 (0.1950) loss_rec_all: 0.2071 (0.2209) loss_rec_sfr: 0.2342 (0.2867) loss_cl: -0.2782 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [05:34:30.942768] Epoch: [220] [1500/2904] eta: 0:17:45 lr: 0.002081 loss: 0.1880 (0.1951) loss_rec_all: 0.2140 (0.2210) loss_rec_sfr: 0.2765 (0.2871) loss_cl: -0.2781 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [05:34:45.856594] Epoch: [220] [1520/2904] eta: 0:17:30 lr: 0.002081 loss: 0.1874 (0.1951) loss_rec_all: 0.2134 (0.2210) loss_rec_sfr: 0.2743 (0.2872) loss_cl: -0.2783 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [05:35:00.767243] Epoch: [220] [1540/2904] eta: 0:17:15 lr: 0.002081 loss: 0.1815 (0.1950) loss_rec_all: 0.2081 (0.2209) loss_rec_sfr: 0.2321 (0.2868) loss_cl: -0.2794 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [05:35:15.679068] Epoch: [220] [1560/2904] eta: 0:16:59 lr: 0.002081 loss: 0.1807 (0.1950) loss_rec_all: 0.2067 (0.2208) loss_rec_sfr: 0.2695 (0.2867) loss_cl: -0.2795 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [05:35:30.594983] Epoch: [220] [1580/2904] eta: 0:16:44 lr: 0.002081 loss: 0.1863 (0.1950) loss_rec_all: 0.2121 (0.2209) loss_rec_sfr: 0.2701 (0.2867) loss_cl: -0.2795 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [05:35:45.509904] Epoch: [220] [1600/2904] eta: 0:16:28 lr: 0.002081 loss: 0.1838 (0.1949) loss_rec_all: 0.2100 (0.2208) loss_rec_sfr: 0.2598 (0.2864) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [05:36:00.422826] Epoch: [220] [1620/2904] eta: 0:16:13 lr: 0.002081 loss: 0.1815 (0.1949) loss_rec_all: 0.2078 (0.2207) loss_rec_sfr: 0.2312 (0.2861) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [05:36:15.334321] Epoch: [220] [1640/2904] eta: 0:15:58 lr: 0.002081 loss: 0.1817 (0.1947) loss_rec_all: 0.2080 (0.2206) loss_rec_sfr: 0.2589 (0.2856) loss_cl: -0.2792 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [05:36:30.247421] Epoch: [220] [1660/2904] eta: 0:15:42 lr: 0.002081 loss: 0.1845 (0.1947) loss_rec_all: 0.2107 (0.2206) loss_rec_sfr: 0.2641 (0.2856) loss_cl: -0.2802 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [05:36:45.158721] Epoch: [220] [1680/2904] eta: 0:15:27 lr: 0.002081 loss: 0.1860 (0.1948) loss_rec_all: 0.2121 (0.2207) loss_rec_sfr: 0.2751 (0.2859) loss_cl: -0.2780 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [05:37:00.063809] Epoch: [220] [1700/2904] eta: 0:15:12 lr: 0.002081 loss: 0.1861 (0.1948) loss_rec_all: 0.2120 (0.2207) loss_rec_sfr: 0.2660 (0.2859) loss_cl: -0.2798 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [05:37:14.972369] Epoch: [220] [1720/2904] eta: 0:14:56 lr: 0.002081 loss: 0.1848 (0.1948) loss_rec_all: 0.2108 (0.2207) loss_rec_sfr: 0.2638 (0.2858) loss_cl: -0.2795 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [05:37:29.885051] Epoch: [220] [1740/2904] eta: 0:14:41 lr: 0.002081 loss: 0.1840 (0.1948) loss_rec_all: 0.2104 (0.2207) loss_rec_sfr: 0.2350 (0.2856) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [05:37:44.803989] Epoch: [220] [1760/2904] eta: 0:14:26 lr: 0.002081 loss: 0.1835 (0.1948) loss_rec_all: 0.2094 (0.2207) loss_rec_sfr: 0.2571 (0.2856) loss_cl: -0.2783 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [05:37:59.726124] Epoch: [220] [1780/2904] eta: 0:14:10 lr: 0.002081 loss: 0.1911 (0.1950) loss_rec_all: 0.2171 (0.2208) loss_rec_sfr: 0.2717 (0.2861) loss_cl: -0.2785 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [05:38:14.642724] Epoch: [220] [1800/2904] eta: 0:13:55 lr: 0.002081 loss: 0.1831 (0.1949) loss_rec_all: 0.2098 (0.2208) loss_rec_sfr: 0.2625 (0.2859) loss_cl: -0.2796 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [05:38:29.565678] Epoch: [220] [1820/2904] eta: 0:13:40 lr: 0.002081 loss: 0.1821 (0.1949) loss_rec_all: 0.2083 (0.2207) loss_rec_sfr: 0.2649 (0.2859) loss_cl: -0.2799 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [05:38:44.475989] Epoch: [220] [1840/2904] eta: 0:13:25 lr: 0.002081 loss: 0.1838 (0.1948) loss_rec_all: 0.2097 (0.2207) loss_rec_sfr: 0.2623 (0.2856) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [05:38:59.392563] Epoch: [220] [1860/2904] eta: 0:13:09 lr: 0.002081 loss: 0.1857 (0.1948) loss_rec_all: 0.2122 (0.2207) loss_rec_sfr: 0.2703 (0.2855) loss_cl: -0.2781 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [05:39:14.316073] Epoch: [220] [1880/2904] eta: 0:12:54 lr: 0.002081 loss: 0.1809 (0.1948) loss_rec_all: 0.2074 (0.2207) loss_rec_sfr: 0.2184 (0.2855) loss_cl: -0.2790 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [05:39:29.226294] Epoch: [220] [1900/2904] eta: 0:12:39 lr: 0.002081 loss: 0.1904 (0.1948) loss_rec_all: 0.2163 (0.2207) loss_rec_sfr: 0.2684 (0.2856) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [05:39:44.146371] Epoch: [220] [1920/2904] eta: 0:12:24 lr: 0.002081 loss: 0.1847 (0.1949) loss_rec_all: 0.2109 (0.2207) loss_rec_sfr: 0.2851 (0.2858) loss_cl: -0.2777 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [05:39:59.067284] Epoch: [220] [1940/2904] eta: 0:12:08 lr: 0.002081 loss: 0.1892 (0.1949) loss_rec_all: 0.2153 (0.2208) loss_rec_sfr: 0.2646 (0.2860) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [05:40:13.981035] Epoch: [220] [1960/2904] eta: 0:11:53 lr: 0.002081 loss: 0.1845 (0.1950) loss_rec_all: 0.2111 (0.2209) loss_rec_sfr: 0.2691 (0.2862) loss_cl: -0.2793 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [05:40:28.897615] Epoch: [220] [1980/2904] eta: 0:11:38 lr: 0.002081 loss: 0.1820 (0.1950) loss_rec_all: 0.2077 (0.2208) loss_rec_sfr: 0.2607 (0.2861) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [05:40:43.812719] Epoch: [220] [2000/2904] eta: 0:11:23 lr: 0.002081 loss: 0.1846 (0.1949) loss_rec_all: 0.2107 (0.2208) loss_rec_sfr: 0.2631 (0.2861) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [05:40:58.727683] Epoch: [220] [2020/2904] eta: 0:11:08 lr: 0.002081 loss: 0.1822 (0.1949) loss_rec_all: 0.2083 (0.2208) loss_rec_sfr: 0.2644 (0.2862) loss_cl: -0.2778 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [05:41:13.638310] Epoch: [220] [2040/2904] eta: 0:10:52 lr: 0.002081 loss: 0.1848 (0.1949) loss_rec_all: 0.2107 (0.2208) loss_rec_sfr: 0.2775 (0.2862) loss_cl: -0.2784 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [05:41:28.551064] Epoch: [220] [2060/2904] eta: 0:10:37 lr: 0.002080 loss: 0.1802 (0.1949) loss_rec_all: 0.2061 (0.2208) loss_rec_sfr: 0.2620 (0.2862) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [05:41:43.457043] Epoch: [220] [2080/2904] eta: 0:10:22 lr: 0.002080 loss: 0.1849 (0.1948) loss_rec_all: 0.2111 (0.2207) loss_rec_sfr: 0.2657 (0.2860) loss_cl: -0.2789 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [05:41:58.369473] Epoch: [220] [2100/2904] eta: 0:10:07 lr: 0.002080 loss: 0.1834 (0.1948) loss_rec_all: 0.2093 (0.2206) loss_rec_sfr: 0.2572 (0.2859) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [05:42:13.276044] Epoch: [220] [2120/2904] eta: 0:09:52 lr: 0.002080 loss: 0.1846 (0.1948) loss_rec_all: 0.2105 (0.2207) loss_rec_sfr: 0.2754 (0.2862) loss_cl: -0.2786 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [05:42:28.189580] Epoch: [220] [2140/2904] eta: 0:09:36 lr: 0.002080 loss: 0.1836 (0.1948) loss_rec_all: 0.2096 (0.2207) loss_rec_sfr: 0.2578 (0.2861) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [05:42:43.097092] Epoch: [220] [2160/2904] eta: 0:09:21 lr: 0.002080 loss: 0.1860 (0.1948) loss_rec_all: 0.2123 (0.2207) loss_rec_sfr: 0.2538 (0.2861) loss_cl: -0.2790 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [05:42:58.006120] Epoch: [220] [2180/2904] eta: 0:09:06 lr: 0.002080 loss: 0.1856 (0.1948) loss_rec_all: 0.2115 (0.2206) loss_rec_sfr: 0.2670 (0.2859) loss_cl: -0.2787 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [05:43:12.924098] Epoch: [220] [2200/2904] eta: 0:08:51 lr: 0.002080 loss: 0.1878 (0.1948) loss_rec_all: 0.2137 (0.2207) loss_rec_sfr: 0.2636 (0.2860) loss_cl: -0.2797 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [05:43:27.836586] Epoch: [220] [2220/2904] eta: 0:08:36 lr: 0.002080 loss: 0.1888 (0.1948) loss_rec_all: 0.2149 (0.2207) loss_rec_sfr: 0.2670 (0.2860) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [05:43:42.749853] Epoch: [220] [2240/2904] eta: 0:08:21 lr: 0.002080 loss: 0.1805 (0.1948) loss_rec_all: 0.2071 (0.2207) loss_rec_sfr: 0.2326 (0.2859) loss_cl: -0.2793 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [05:43:57.662983] Epoch: [220] [2260/2904] eta: 0:08:05 lr: 0.002080 loss: 0.1840 (0.1949) loss_rec_all: 0.2099 (0.2207) loss_rec_sfr: 0.2503 (0.2860) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [05:44:12.577384] Epoch: [220] [2280/2904] eta: 0:07:50 lr: 0.002080 loss: 0.1835 (0.1948) loss_rec_all: 0.2095 (0.2207) loss_rec_sfr: 0.2525 (0.2858) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [05:44:27.489069] Epoch: [220] [2300/2904] eta: 0:07:35 lr: 0.002080 loss: 0.1911 (0.1949) loss_rec_all: 0.2172 (0.2208) loss_rec_sfr: 0.2794 (0.2861) loss_cl: -0.2791 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [05:44:42.396832] Epoch: [220] [2320/2904] eta: 0:07:20 lr: 0.002080 loss: 0.1852 (0.1949) loss_rec_all: 0.2114 (0.2208) loss_rec_sfr: 0.2636 (0.2860) loss_cl: -0.2787 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [05:44:57.304777] Epoch: [220] [2340/2904] eta: 0:07:05 lr: 0.002080 loss: 0.1864 (0.1949) loss_rec_all: 0.2121 (0.2208) loss_rec_sfr: 0.2783 (0.2861) loss_cl: -0.2782 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [05:45:12.213725] Epoch: [220] [2360/2904] eta: 0:06:50 lr: 0.002080 loss: 0.1878 (0.1950) loss_rec_all: 0.2142 (0.2209) loss_rec_sfr: 0.2707 (0.2864) loss_cl: -0.2793 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [05:45:27.126654] Epoch: [220] [2380/2904] eta: 0:06:35 lr: 0.002080 loss: 0.1805 (0.1949) loss_rec_all: 0.2064 (0.2208) loss_rec_sfr: 0.2388 (0.2863) loss_cl: -0.2796 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [05:45:42.039022] Epoch: [220] [2400/2904] eta: 0:06:20 lr: 0.002080 loss: 0.1811 (0.1949) loss_rec_all: 0.2074 (0.2208) loss_rec_sfr: 0.2318 (0.2860) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [05:45:56.952574] Epoch: [220] [2420/2904] eta: 0:06:04 lr: 0.002080 loss: 0.1821 (0.1948) loss_rec_all: 0.2086 (0.2207) loss_rec_sfr: 0.2334 (0.2856) loss_cl: -0.2784 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [05:46:11.867554] Epoch: [220] [2440/2904] eta: 0:05:49 lr: 0.002080 loss: 0.1877 (0.1949) loss_rec_all: 0.2138 (0.2208) loss_rec_sfr: 0.2708 (0.2859) loss_cl: -0.2782 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [05:46:26.784298] Epoch: [220] [2460/2904] eta: 0:05:34 lr: 0.002080 loss: 0.1852 (0.1949) loss_rec_all: 0.2117 (0.2208) loss_rec_sfr: 0.2844 (0.2861) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [05:46:41.696200] Epoch: [220] [2480/2904] eta: 0:05:19 lr: 0.002080 loss: 0.1872 (0.1949) loss_rec_all: 0.2138 (0.2208) loss_rec_sfr: 0.2654 (0.2860) loss_cl: -0.2794 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [05:46:56.607885] Epoch: [220] [2500/2904] eta: 0:05:04 lr: 0.002080 loss: 0.1856 (0.1949) loss_rec_all: 0.2113 (0.2207) loss_rec_sfr: 0.2682 (0.2859) loss_cl: -0.2791 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [05:47:11.520451] Epoch: [220] [2520/2904] eta: 0:04:49 lr: 0.002080 loss: 0.1824 (0.1949) loss_rec_all: 0.2083 (0.2207) loss_rec_sfr: 0.2713 (0.2859) loss_cl: -0.2793 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [05:47:26.434155] Epoch: [220] [2540/2904] eta: 0:04:34 lr: 0.002080 loss: 0.1854 (0.1949) loss_rec_all: 0.2115 (0.2208) loss_rec_sfr: 0.2711 (0.2859) loss_cl: -0.2795 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [05:47:41.342548] Epoch: [220] [2560/2904] eta: 0:04:19 lr: 0.002080 loss: 0.1830 (0.1949) loss_rec_all: 0.2090 (0.2208) loss_rec_sfr: 0.2684 (0.2860) loss_cl: -0.2794 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [05:47:56.256783] Epoch: [220] [2580/2904] eta: 0:04:04 lr: 0.002080 loss: 0.1859 (0.1949) loss_rec_all: 0.2118 (0.2208) loss_rec_sfr: 0.2803 (0.2862) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [05:48:11.167115] Epoch: [220] [2600/2904] eta: 0:03:49 lr: 0.002080 loss: 0.1833 (0.1950) loss_rec_all: 0.2096 (0.2208) loss_rec_sfr: 0.2452 (0.2863) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [05:48:26.077390] Epoch: [220] [2620/2904] eta: 0:03:33 lr: 0.002080 loss: 0.1866 (0.1950) loss_rec_all: 0.2125 (0.2208) loss_rec_sfr: 0.2701 (0.2863) loss_cl: -0.2784 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [05:48:40.987378] Epoch: [220] [2640/2904] eta: 0:03:18 lr: 0.002080 loss: 0.1831 (0.1950) loss_rec_all: 0.2091 (0.2209) loss_rec_sfr: 0.2768 (0.2865) loss_cl: -0.2797 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [05:48:55.899634] Epoch: [220] [2660/2904] eta: 0:03:03 lr: 0.002080 loss: 0.1899 (0.1950) loss_rec_all: 0.2159 (0.2209) loss_rec_sfr: 0.2741 (0.2866) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [05:49:10.804711] Epoch: [220] [2680/2904] eta: 0:02:48 lr: 0.002080 loss: 0.1880 (0.1951) loss_rec_all: 0.2141 (0.2209) loss_rec_sfr: 0.2623 (0.2866) loss_cl: -0.2781 (-0.2788) time: 0.7452 data: 0.0003 max mem: 29860 [05:49:25.717486] Epoch: [220] [2700/2904] eta: 0:02:33 lr: 0.002080 loss: 0.1826 (0.1950) loss_rec_all: 0.2087 (0.2209) loss_rec_sfr: 0.2776 (0.2865) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [05:49:40.628643] Epoch: [220] [2720/2904] eta: 0:02:18 lr: 0.002080 loss: 0.1847 (0.1950) loss_rec_all: 0.2110 (0.2208) loss_rec_sfr: 0.2715 (0.2864) loss_cl: -0.2791 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [05:49:55.545159] Epoch: [220] [2740/2904] eta: 0:02:03 lr: 0.002080 loss: 0.1837 (0.1949) loss_rec_all: 0.2100 (0.2208) loss_rec_sfr: 0.2362 (0.2862) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [05:50:10.458817] Epoch: [220] [2760/2904] eta: 0:01:48 lr: 0.002080 loss: 0.1887 (0.1950) loss_rec_all: 0.2145 (0.2208) loss_rec_sfr: 0.2646 (0.2863) loss_cl: -0.2775 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [05:50:25.374164] Epoch: [220] [2780/2904] eta: 0:01:33 lr: 0.002080 loss: 0.1852 (0.1950) loss_rec_all: 0.2113 (0.2208) loss_rec_sfr: 0.2710 (0.2863) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [05:50:40.285705] Epoch: [220] [2800/2904] eta: 0:01:18 lr: 0.002080 loss: 0.1796 (0.1949) loss_rec_all: 0.2060 (0.2208) loss_rec_sfr: 0.2564 (0.2861) loss_cl: -0.2796 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [05:50:55.196911] Epoch: [220] [2820/2904] eta: 0:01:03 lr: 0.002080 loss: 0.1905 (0.1950) loss_rec_all: 0.2169 (0.2208) loss_rec_sfr: 0.2768 (0.2863) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [05:51:10.177572] Epoch: [220] [2840/2904] eta: 0:00:48 lr: 0.002080 loss: 0.1804 (0.1949) loss_rec_all: 0.2069 (0.2208) loss_rec_sfr: 0.2672 (0.2863) loss_cl: -0.2789 (-0.2788) time: 0.7490 data: 0.0027 max mem: 29860 [05:51:25.071972] Epoch: [220] [2860/2904] eta: 0:00:33 lr: 0.002080 loss: 0.1816 (0.1949) loss_rec_all: 0.2081 (0.2208) loss_rec_sfr: 0.2399 (0.2862) loss_cl: -0.2791 (-0.2788) time: 0.7447 data: 0.0001 max mem: 29860 [05:51:39.969262] Epoch: [220] [2880/2904] eta: 0:00:18 lr: 0.002080 loss: 0.1851 (0.1949) loss_rec_all: 0.2115 (0.2208) loss_rec_sfr: 0.2705 (0.2862) loss_cl: -0.2796 (-0.2788) time: 0.7448 data: 0.0001 max mem: 29860 [05:51:54.868690] Epoch: [220] [2900/2904] eta: 0:00:03 lr: 0.002080 loss: 0.1804 (0.1948) loss_rec_all: 0.2061 (0.2207) loss_rec_sfr: 0.2346 (0.2860) loss_cl: -0.2786 (-0.2788) time: 0.7449 data: 0.0001 max mem: 29860 [05:51:57.111503] Epoch: [220] [2903/2904] eta: 0:00:00 lr: 0.002080 loss: 0.1818 (0.1948) loss_rec_all: 0.2078 (0.2207) loss_rec_sfr: 0.2404 (0.2860) loss_cl: -0.2779 (-0.2788) time: 0.7449 data: 0.0001 max mem: 29860 [05:51:59.275687] Epoch: [220] Total time: 0:36:27 (0.7534 s / it) [05:51:59.281455] Averaged stats: lr: 0.002080 loss: 0.1818 (0.1973) loss_rec_all: 0.2078 (0.2208) loss_rec_sfr: 0.2404 (0.2866) loss_cl: -0.2779 (-0.2556) [05:51:59.286245] log_dir: ./checkpoint/VF2_ViT-B [05:52:17.886522] Epoch: [221] [ 0/2904] eta: 15:00:12 lr: 0.002080 loss: 0.1849 (0.1849) loss_rec_all: 0.2108 (0.2108) loss_rec_sfr: 0.2779 (0.2779) loss_cl: -0.2784 (-0.2784) time: 18.5995 data: 12.0695 max mem: 29860 [05:52:34.215438] Epoch: [221] [ 20/2904] eta: 1:19:56 lr: 0.002079 loss: 0.1822 (0.1957) loss_rec_all: 0.2086 (0.2215) loss_rec_sfr: 0.2670 (0.2856) loss_cl: -0.2787 (-0.2784) time: 0.8164 data: 0.0405 max mem: 29860 [05:52:49.088140] Epoch: [221] [ 40/2904] eta: 0:57:58 lr: 0.002079 loss: 0.1844 (0.1938) loss_rec_all: 0.2104 (0.2197) loss_rec_sfr: 0.2685 (0.2807) loss_cl: -0.2792 (-0.2787) time: 0.7436 data: 0.0002 max mem: 29860 [05:53:03.968092] Epoch: [221] [ 60/2904] eta: 0:50:15 lr: 0.002079 loss: 0.1862 (0.1940) loss_rec_all: 0.2120 (0.2199) loss_rec_sfr: 0.2694 (0.2839) loss_cl: -0.2788 (-0.2787) time: 0.7439 data: 0.0002 max mem: 29860 [05:53:18.856261] Epoch: [221] [ 80/2904] eta: 0:46:13 lr: 0.002079 loss: 0.1833 (0.1940) loss_rec_all: 0.2093 (0.2198) loss_rec_sfr: 0.2693 (0.2842) loss_cl: -0.2791 (-0.2787) time: 0.7444 data: 0.0002 max mem: 29860 [05:53:33.762272] Epoch: [221] [ 100/2904] eta: 0:43:42 lr: 0.002079 loss: 0.1861 (0.1943) loss_rec_all: 0.2122 (0.2201) loss_rec_sfr: 0.2574 (0.2845) loss_cl: -0.2787 (-0.2787) time: 0.7452 data: 0.0004 max mem: 29860 [05:53:48.673083] Epoch: [221] [ 120/2904] eta: 0:41:56 lr: 0.002079 loss: 0.1883 (0.1942) loss_rec_all: 0.2145 (0.2201) loss_rec_sfr: 0.2651 (0.2821) loss_cl: -0.2786 (-0.2787) time: 0.7454 data: 0.0003 max mem: 29860 [05:54:03.589475] Epoch: [221] [ 140/2904] eta: 0:40:36 lr: 0.002079 loss: 0.1813 (0.1931) loss_rec_all: 0.2075 (0.2190) loss_rec_sfr: 0.2675 (0.2803) loss_cl: -0.2790 (-0.2787) time: 0.7458 data: 0.0003 max mem: 29860 [05:54:18.506619] Epoch: [221] [ 160/2904] eta: 0:39:32 lr: 0.002079 loss: 0.1855 (0.1939) loss_rec_all: 0.2117 (0.2198) loss_rec_sfr: 0.2640 (0.2827) loss_cl: -0.2788 (-0.2787) time: 0.7458 data: 0.0004 max mem: 29860 [05:54:33.428408] Epoch: [221] [ 180/2904] eta: 0:38:39 lr: 0.002079 loss: 0.1796 (0.1931) loss_rec_all: 0.2062 (0.2190) loss_rec_sfr: 0.2265 (0.2792) loss_cl: -0.2798 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [05:54:48.360191] Epoch: [221] [ 200/2904] eta: 0:37:54 lr: 0.002079 loss: 0.1825 (0.1925) loss_rec_all: 0.2090 (0.2184) loss_rec_sfr: 0.2751 (0.2782) loss_cl: -0.2788 (-0.2788) time: 0.7465 data: 0.0003 max mem: 29860 [05:55:03.273041] Epoch: [221] [ 220/2904] eta: 0:37:14 lr: 0.002079 loss: 0.1844 (0.1923) loss_rec_all: 0.2103 (0.2182) loss_rec_sfr: 0.2743 (0.2786) loss_cl: -0.2781 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [05:55:18.188786] Epoch: [221] [ 240/2904] eta: 0:36:38 lr: 0.002079 loss: 0.1809 (0.1917) loss_rec_all: 0.2072 (0.2176) loss_rec_sfr: 0.2554 (0.2773) loss_cl: -0.2790 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [05:55:33.100661] Epoch: [221] [ 260/2904] eta: 0:36:05 lr: 0.002079 loss: 0.1825 (0.1915) loss_rec_all: 0.2091 (0.2175) loss_rec_sfr: 0.2636 (0.2769) loss_cl: -0.2794 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [05:55:48.113551] Epoch: [221] [ 280/2904] eta: 0:35:36 lr: 0.002079 loss: 0.1840 (0.1917) loss_rec_all: 0.2102 (0.2177) loss_rec_sfr: 0.2271 (0.2763) loss_cl: -0.2794 (-0.2788) time: 0.7506 data: 0.0003 max mem: 29860 [05:56:03.033615] Epoch: [221] [ 300/2904] eta: 0:35:08 lr: 0.002079 loss: 0.1857 (0.1919) loss_rec_all: 0.2117 (0.2178) loss_rec_sfr: 0.2668 (0.2775) loss_cl: -0.2796 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [05:56:18.099985] Epoch: [221] [ 320/2904] eta: 0:34:43 lr: 0.002079 loss: 0.1867 (0.1920) loss_rec_all: 0.2132 (0.2179) loss_rec_sfr: 0.2623 (0.2774) loss_cl: -0.2791 (-0.2789) time: 0.7533 data: 0.0002 max mem: 29860 [05:56:33.013607] Epoch: [221] [ 340/2904] eta: 0:34:18 lr: 0.002079 loss: 0.1839 (0.1921) loss_rec_all: 0.2098 (0.2181) loss_rec_sfr: 0.2705 (0.2785) loss_cl: -0.2784 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [05:56:47.947498] Epoch: [221] [ 360/2904] eta: 0:33:54 lr: 0.002079 loss: 0.1876 (0.1924) loss_rec_all: 0.2135 (0.2183) loss_rec_sfr: 0.2742 (0.2801) loss_cl: -0.2792 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [05:57:02.854039] Epoch: [221] [ 380/2904] eta: 0:33:30 lr: 0.002079 loss: 0.1846 (0.1922) loss_rec_all: 0.2108 (0.2182) loss_rec_sfr: 0.2690 (0.2795) loss_cl: -0.2790 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [05:57:17.769781] Epoch: [221] [ 400/2904] eta: 0:33:08 lr: 0.002079 loss: 0.1923 (0.1930) loss_rec_all: 0.2184 (0.2189) loss_rec_sfr: 0.2700 (0.2816) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [05:57:32.675927] Epoch: [221] [ 420/2904] eta: 0:32:46 lr: 0.002079 loss: 0.1793 (0.1927) loss_rec_all: 0.2053 (0.2186) loss_rec_sfr: 0.2691 (0.2812) loss_cl: -0.2795 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [05:57:47.581002] Epoch: [221] [ 440/2904] eta: 0:32:25 lr: 0.002079 loss: 0.1838 (0.1930) loss_rec_all: 0.2098 (0.2190) loss_rec_sfr: 0.2737 (0.2822) loss_cl: -0.2784 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [05:58:02.486025] Epoch: [221] [ 460/2904] eta: 0:32:05 lr: 0.002079 loss: 0.1849 (0.1929) loss_rec_all: 0.2109 (0.2189) loss_rec_sfr: 0.2552 (0.2812) loss_cl: -0.2782 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [05:58:17.392069] Epoch: [221] [ 480/2904] eta: 0:31:45 lr: 0.002079 loss: 0.1833 (0.1931) loss_rec_all: 0.2097 (0.2190) loss_rec_sfr: 0.2676 (0.2820) loss_cl: -0.2781 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [05:58:32.300079] Epoch: [221] [ 500/2904] eta: 0:31:25 lr: 0.002079 loss: 0.1937 (0.1938) loss_rec_all: 0.2197 (0.2197) loss_rec_sfr: 0.2652 (0.2839) loss_cl: -0.2791 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [05:58:47.208677] Epoch: [221] [ 520/2904] eta: 0:31:06 lr: 0.002079 loss: 0.1855 (0.1939) loss_rec_all: 0.2111 (0.2198) loss_rec_sfr: 0.2663 (0.2838) loss_cl: -0.2766 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [05:59:02.120518] Epoch: [221] [ 540/2904] eta: 0:30:47 lr: 0.002079 loss: 0.1912 (0.1941) loss_rec_all: 0.2175 (0.2200) loss_rec_sfr: 0.2699 (0.2844) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [05:59:17.030637] Epoch: [221] [ 560/2904] eta: 0:30:28 lr: 0.002079 loss: 0.1840 (0.1939) loss_rec_all: 0.2095 (0.2198) loss_rec_sfr: 0.2747 (0.2840) loss_cl: -0.2770 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [05:59:31.936817] Epoch: [221] [ 580/2904] eta: 0:30:10 lr: 0.002079 loss: 0.1822 (0.1937) loss_rec_all: 0.2085 (0.2196) loss_rec_sfr: 0.2626 (0.2833) loss_cl: -0.2793 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [05:59:46.845748] Epoch: [221] [ 600/2904] eta: 0:29:52 lr: 0.002079 loss: 0.1832 (0.1938) loss_rec_all: 0.2094 (0.2197) loss_rec_sfr: 0.2677 (0.2833) loss_cl: -0.2798 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [06:00:01.751109] Epoch: [221] [ 620/2904] eta: 0:29:34 lr: 0.002079 loss: 0.1851 (0.1938) loss_rec_all: 0.2110 (0.2197) loss_rec_sfr: 0.2636 (0.2832) loss_cl: -0.2777 (-0.2787) time: 0.7452 data: 0.0002 max mem: 29860 [06:00:16.668904] Epoch: [221] [ 640/2904] eta: 0:29:16 lr: 0.002079 loss: 0.1868 (0.1940) loss_rec_all: 0.2126 (0.2199) loss_rec_sfr: 0.2721 (0.2841) loss_cl: -0.2783 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [06:00:31.575833] Epoch: [221] [ 660/2904] eta: 0:28:59 lr: 0.002079 loss: 0.1846 (0.1940) loss_rec_all: 0.2107 (0.2199) loss_rec_sfr: 0.2761 (0.2844) loss_cl: -0.2793 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [06:00:46.489681] Epoch: [221] [ 680/2904] eta: 0:28:41 lr: 0.002079 loss: 0.1830 (0.1938) loss_rec_all: 0.2094 (0.2196) loss_rec_sfr: 0.2612 (0.2833) loss_cl: -0.2796 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [06:01:01.400730] Epoch: [221] [ 700/2904] eta: 0:28:24 lr: 0.002079 loss: 0.1849 (0.1938) loss_rec_all: 0.2107 (0.2197) loss_rec_sfr: 0.2661 (0.2833) loss_cl: -0.2792 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [06:01:16.315020] Epoch: [221] [ 720/2904] eta: 0:28:07 lr: 0.002079 loss: 0.1908 (0.1939) loss_rec_all: 0.2168 (0.2198) loss_rec_sfr: 0.2609 (0.2837) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [06:01:31.223104] Epoch: [221] [ 740/2904] eta: 0:27:50 lr: 0.002079 loss: 0.1849 (0.1940) loss_rec_all: 0.2107 (0.2199) loss_rec_sfr: 0.2760 (0.2842) loss_cl: -0.2787 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [06:01:46.132310] Epoch: [221] [ 760/2904] eta: 0:27:33 lr: 0.002079 loss: 0.1897 (0.1940) loss_rec_all: 0.2160 (0.2199) loss_rec_sfr: 0.2607 (0.2841) loss_cl: -0.2791 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [06:02:01.046319] Epoch: [221] [ 780/2904] eta: 0:27:16 lr: 0.002079 loss: 0.1838 (0.1939) loss_rec_all: 0.2100 (0.2198) loss_rec_sfr: 0.2648 (0.2837) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [06:02:15.958143] Epoch: [221] [ 800/2904] eta: 0:26:59 lr: 0.002079 loss: 0.1822 (0.1941) loss_rec_all: 0.2085 (0.2199) loss_rec_sfr: 0.2704 (0.2844) loss_cl: -0.2784 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [06:02:30.868945] Epoch: [221] [ 820/2904] eta: 0:26:43 lr: 0.002079 loss: 0.1820 (0.1941) loss_rec_all: 0.2077 (0.2200) loss_rec_sfr: 0.2646 (0.2846) loss_cl: -0.2783 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [06:02:45.779663] Epoch: [221] [ 840/2904] eta: 0:26:26 lr: 0.002079 loss: 0.1856 (0.1942) loss_rec_all: 0.2118 (0.2201) loss_rec_sfr: 0.2527 (0.2845) loss_cl: -0.2792 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [06:03:00.685420] Epoch: [221] [ 860/2904] eta: 0:26:10 lr: 0.002079 loss: 0.1885 (0.1944) loss_rec_all: 0.2143 (0.2203) loss_rec_sfr: 0.2693 (0.2851) loss_cl: -0.2796 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [06:03:15.592429] Epoch: [221] [ 880/2904] eta: 0:25:53 lr: 0.002078 loss: 0.1828 (0.1943) loss_rec_all: 0.2087 (0.2202) loss_rec_sfr: 0.2570 (0.2847) loss_cl: -0.2789 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [06:03:30.503692] Epoch: [221] [ 900/2904] eta: 0:25:37 lr: 0.002078 loss: 0.1873 (0.1944) loss_rec_all: 0.2134 (0.2203) loss_rec_sfr: 0.2729 (0.2852) loss_cl: -0.2776 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [06:03:45.414142] Epoch: [221] [ 920/2904] eta: 0:25:21 lr: 0.002078 loss: 0.1879 (0.1944) loss_rec_all: 0.2140 (0.2203) loss_rec_sfr: 0.2677 (0.2848) loss_cl: -0.2791 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [06:04:00.332962] Epoch: [221] [ 940/2904] eta: 0:25:04 lr: 0.002078 loss: 0.1855 (0.1945) loss_rec_all: 0.2116 (0.2203) loss_rec_sfr: 0.2704 (0.2852) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [06:04:15.242453] Epoch: [221] [ 960/2904] eta: 0:24:48 lr: 0.002078 loss: 0.1796 (0.1944) loss_rec_all: 0.2058 (0.2203) loss_rec_sfr: 0.2272 (0.2849) loss_cl: -0.2794 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [06:04:30.150372] Epoch: [221] [ 980/2904] eta: 0:24:32 lr: 0.002078 loss: 0.1850 (0.1944) loss_rec_all: 0.2106 (0.2203) loss_rec_sfr: 0.2682 (0.2847) loss_cl: -0.2785 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [06:04:45.060050] Epoch: [221] [1000/2904] eta: 0:24:16 lr: 0.002078 loss: 0.1844 (0.1944) loss_rec_all: 0.2102 (0.2203) loss_rec_sfr: 0.2765 (0.2849) loss_cl: -0.2781 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [06:04:59.963450] Epoch: [221] [1020/2904] eta: 0:24:00 lr: 0.002078 loss: 0.1850 (0.1943) loss_rec_all: 0.2107 (0.2202) loss_rec_sfr: 0.2646 (0.2845) loss_cl: -0.2786 (-0.2788) time: 0.7451 data: 0.0003 max mem: 29860 [06:05:14.871513] Epoch: [221] [1040/2904] eta: 0:23:44 lr: 0.002078 loss: 0.1804 (0.1942) loss_rec_all: 0.2069 (0.2201) loss_rec_sfr: 0.2694 (0.2842) loss_cl: -0.2791 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [06:05:29.781940] Epoch: [221] [1060/2904] eta: 0:23:28 lr: 0.002078 loss: 0.1822 (0.1942) loss_rec_all: 0.2081 (0.2201) loss_rec_sfr: 0.2364 (0.2841) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [06:05:44.695463] Epoch: [221] [1080/2904] eta: 0:23:12 lr: 0.002078 loss: 0.1891 (0.1942) loss_rec_all: 0.2151 (0.2200) loss_rec_sfr: 0.2646 (0.2840) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [06:05:59.603870] Epoch: [221] [1100/2904] eta: 0:22:56 lr: 0.002078 loss: 0.1802 (0.1941) loss_rec_all: 0.2066 (0.2200) loss_rec_sfr: 0.2667 (0.2839) loss_cl: -0.2801 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [06:06:14.519639] Epoch: [221] [1120/2904] eta: 0:22:40 lr: 0.002078 loss: 0.1874 (0.1944) loss_rec_all: 0.2136 (0.2202) loss_rec_sfr: 0.2766 (0.2847) loss_cl: -0.2793 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [06:06:29.421340] Epoch: [221] [1140/2904] eta: 0:22:25 lr: 0.002078 loss: 0.1844 (0.1945) loss_rec_all: 0.2102 (0.2204) loss_rec_sfr: 0.2758 (0.2851) loss_cl: -0.2784 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [06:06:44.327751] Epoch: [221] [1160/2904] eta: 0:22:09 lr: 0.002078 loss: 0.1915 (0.1947) loss_rec_all: 0.2175 (0.2206) loss_rec_sfr: 0.2716 (0.2857) loss_cl: -0.2791 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [06:06:59.237813] Epoch: [221] [1180/2904] eta: 0:21:53 lr: 0.002078 loss: 0.1819 (0.1945) loss_rec_all: 0.2082 (0.2204) loss_rec_sfr: 0.2586 (0.2853) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [06:07:14.142899] Epoch: [221] [1200/2904] eta: 0:21:37 lr: 0.002078 loss: 0.1823 (0.1947) loss_rec_all: 0.2084 (0.2205) loss_rec_sfr: 0.2645 (0.2856) loss_cl: -0.2782 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [06:07:29.052878] Epoch: [221] [1220/2904] eta: 0:21:22 lr: 0.002078 loss: 0.1809 (0.1946) loss_rec_all: 0.2069 (0.2205) loss_rec_sfr: 0.2678 (0.2856) loss_cl: -0.2792 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [06:07:43.995905] Epoch: [221] [1240/2904] eta: 0:21:06 lr: 0.002078 loss: 0.1826 (0.1946) loss_rec_all: 0.2089 (0.2205) loss_rec_sfr: 0.2564 (0.2857) loss_cl: -0.2787 (-0.2788) time: 0.7471 data: 0.0002 max mem: 29860 [06:07:58.924650] Epoch: [221] [1260/2904] eta: 0:20:51 lr: 0.002078 loss: 0.1852 (0.1946) loss_rec_all: 0.2111 (0.2205) loss_rec_sfr: 0.2646 (0.2856) loss_cl: -0.2788 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [06:08:13.868015] Epoch: [221] [1280/2904] eta: 0:20:35 lr: 0.002078 loss: 0.1861 (0.1947) loss_rec_all: 0.2120 (0.2205) loss_rec_sfr: 0.2639 (0.2857) loss_cl: -0.2789 (-0.2788) time: 0.7471 data: 0.0002 max mem: 29860 [06:08:28.789463] Epoch: [221] [1300/2904] eta: 0:20:19 lr: 0.002078 loss: 0.1809 (0.1946) loss_rec_all: 0.2076 (0.2205) loss_rec_sfr: 0.2671 (0.2856) loss_cl: -0.2791 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [06:08:43.705324] Epoch: [221] [1320/2904] eta: 0:20:04 lr: 0.002078 loss: 0.1908 (0.1948) loss_rec_all: 0.2170 (0.2207) loss_rec_sfr: 0.2689 (0.2863) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [06:08:58.619820] Epoch: [221] [1340/2904] eta: 0:19:48 lr: 0.002078 loss: 0.1851 (0.1948) loss_rec_all: 0.2112 (0.2207) loss_rec_sfr: 0.2739 (0.2863) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [06:09:13.539872] Epoch: [221] [1360/2904] eta: 0:19:33 lr: 0.002078 loss: 0.1825 (0.1947) loss_rec_all: 0.2085 (0.2206) loss_rec_sfr: 0.2619 (0.2862) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [06:09:28.463144] Epoch: [221] [1380/2904] eta: 0:19:17 lr: 0.002078 loss: 0.1811 (0.1947) loss_rec_all: 0.2074 (0.2206) loss_rec_sfr: 0.2618 (0.2860) loss_cl: -0.2789 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [06:09:43.379606] Epoch: [221] [1400/2904] eta: 0:19:02 lr: 0.002078 loss: 0.1864 (0.1948) loss_rec_all: 0.2122 (0.2207) loss_rec_sfr: 0.2714 (0.2862) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [06:09:58.299509] Epoch: [221] [1420/2904] eta: 0:18:46 lr: 0.002078 loss: 0.1861 (0.1948) loss_rec_all: 0.2123 (0.2206) loss_rec_sfr: 0.2553 (0.2858) loss_cl: -0.2797 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [06:10:13.222555] Epoch: [221] [1440/2904] eta: 0:18:31 lr: 0.002078 loss: 0.1851 (0.1947) loss_rec_all: 0.2109 (0.2206) loss_rec_sfr: 0.2656 (0.2857) loss_cl: -0.2794 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [06:10:28.147853] Epoch: [221] [1460/2904] eta: 0:18:15 lr: 0.002078 loss: 0.1814 (0.1947) loss_rec_all: 0.2077 (0.2206) loss_rec_sfr: 0.2697 (0.2857) loss_cl: -0.2783 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [06:10:43.070042] Epoch: [221] [1480/2904] eta: 0:18:00 lr: 0.002078 loss: 0.1872 (0.1948) loss_rec_all: 0.2134 (0.2206) loss_rec_sfr: 0.2610 (0.2859) loss_cl: -0.2786 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [06:10:57.990864] Epoch: [221] [1500/2904] eta: 0:17:45 lr: 0.002078 loss: 0.1877 (0.1947) loss_rec_all: 0.2137 (0.2206) loss_rec_sfr: 0.2642 (0.2858) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [06:11:12.917159] Epoch: [221] [1520/2904] eta: 0:17:29 lr: 0.002078 loss: 0.1834 (0.1948) loss_rec_all: 0.2093 (0.2207) loss_rec_sfr: 0.2694 (0.2860) loss_cl: -0.2794 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [06:11:27.838314] Epoch: [221] [1540/2904] eta: 0:17:14 lr: 0.002078 loss: 0.1838 (0.1949) loss_rec_all: 0.2100 (0.2207) loss_rec_sfr: 0.2671 (0.2862) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [06:11:42.759666] Epoch: [221] [1560/2904] eta: 0:16:58 lr: 0.002078 loss: 0.1851 (0.1948) loss_rec_all: 0.2110 (0.2207) loss_rec_sfr: 0.2714 (0.2862) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [06:11:57.678633] Epoch: [221] [1580/2904] eta: 0:16:43 lr: 0.002078 loss: 0.1882 (0.1949) loss_rec_all: 0.2141 (0.2207) loss_rec_sfr: 0.2711 (0.2863) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [06:12:12.599352] Epoch: [221] [1600/2904] eta: 0:16:28 lr: 0.002078 loss: 0.1831 (0.1949) loss_rec_all: 0.2090 (0.2207) loss_rec_sfr: 0.2703 (0.2862) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [06:12:27.518062] Epoch: [221] [1620/2904] eta: 0:16:12 lr: 0.002078 loss: 0.1867 (0.1948) loss_rec_all: 0.2127 (0.2207) loss_rec_sfr: 0.2783 (0.2862) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [06:12:42.454974] Epoch: [221] [1640/2904] eta: 0:15:57 lr: 0.002078 loss: 0.1820 (0.1948) loss_rec_all: 0.2078 (0.2207) loss_rec_sfr: 0.2552 (0.2860) loss_cl: -0.2788 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [06:12:57.379507] Epoch: [221] [1660/2904] eta: 0:15:42 lr: 0.002078 loss: 0.1864 (0.1949) loss_rec_all: 0.2124 (0.2208) loss_rec_sfr: 0.2706 (0.2865) loss_cl: -0.2790 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [06:13:12.302013] Epoch: [221] [1680/2904] eta: 0:15:26 lr: 0.002078 loss: 0.1845 (0.1949) loss_rec_all: 0.2106 (0.2208) loss_rec_sfr: 0.2688 (0.2866) loss_cl: -0.2789 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [06:13:27.227370] Epoch: [221] [1700/2904] eta: 0:15:11 lr: 0.002078 loss: 0.1851 (0.1950) loss_rec_all: 0.2112 (0.2208) loss_rec_sfr: 0.2665 (0.2866) loss_cl: -0.2792 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [06:13:42.158909] Epoch: [221] [1720/2904] eta: 0:14:56 lr: 0.002078 loss: 0.1840 (0.1949) loss_rec_all: 0.2100 (0.2208) loss_rec_sfr: 0.2733 (0.2864) loss_cl: -0.2790 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [06:13:57.088358] Epoch: [221] [1740/2904] eta: 0:14:41 lr: 0.002077 loss: 0.1838 (0.1949) loss_rec_all: 0.2100 (0.2207) loss_rec_sfr: 0.2705 (0.2863) loss_cl: -0.2788 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [06:14:12.013152] Epoch: [221] [1760/2904] eta: 0:14:25 lr: 0.002077 loss: 0.1849 (0.1948) loss_rec_all: 0.2109 (0.2207) loss_rec_sfr: 0.2738 (0.2862) loss_cl: -0.2792 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [06:14:26.929291] Epoch: [221] [1780/2904] eta: 0:14:10 lr: 0.002077 loss: 0.1863 (0.1949) loss_rec_all: 0.2126 (0.2208) loss_rec_sfr: 0.2795 (0.2866) loss_cl: -0.2778 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [06:14:41.846445] Epoch: [221] [1800/2904] eta: 0:13:55 lr: 0.002077 loss: 0.1848 (0.1949) loss_rec_all: 0.2108 (0.2208) loss_rec_sfr: 0.2550 (0.2864) loss_cl: -0.2774 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [06:14:56.758275] Epoch: [221] [1820/2904] eta: 0:13:39 lr: 0.002077 loss: 0.1825 (0.1948) loss_rec_all: 0.2084 (0.2207) loss_rec_sfr: 0.2357 (0.2862) loss_cl: -0.2797 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [06:15:11.675926] Epoch: [221] [1840/2904] eta: 0:13:24 lr: 0.002077 loss: 0.1826 (0.1948) loss_rec_all: 0.2087 (0.2207) loss_rec_sfr: 0.2746 (0.2863) loss_cl: -0.2804 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [06:15:26.596147] Epoch: [221] [1860/2904] eta: 0:13:09 lr: 0.002077 loss: 0.1857 (0.1949) loss_rec_all: 0.2115 (0.2207) loss_rec_sfr: 0.2720 (0.2865) loss_cl: -0.2793 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [06:15:41.517297] Epoch: [221] [1880/2904] eta: 0:12:54 lr: 0.002077 loss: 0.1862 (0.1948) loss_rec_all: 0.2125 (0.2207) loss_rec_sfr: 0.2603 (0.2863) loss_cl: -0.2778 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [06:15:56.439848] Epoch: [221] [1900/2904] eta: 0:12:38 lr: 0.002077 loss: 0.1899 (0.1949) loss_rec_all: 0.2158 (0.2208) loss_rec_sfr: 0.2669 (0.2864) loss_cl: -0.2778 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [06:16:11.361560] Epoch: [221] [1920/2904] eta: 0:12:23 lr: 0.002077 loss: 0.1856 (0.1949) loss_rec_all: 0.2121 (0.2208) loss_rec_sfr: 0.2729 (0.2863) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [06:16:26.277991] Epoch: [221] [1940/2904] eta: 0:12:08 lr: 0.002077 loss: 0.1836 (0.1948) loss_rec_all: 0.2097 (0.2207) loss_rec_sfr: 0.2407 (0.2860) loss_cl: -0.2803 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [06:16:41.185477] Epoch: [221] [1960/2904] eta: 0:11:53 lr: 0.002077 loss: 0.1868 (0.1948) loss_rec_all: 0.2127 (0.2207) loss_rec_sfr: 0.2662 (0.2860) loss_cl: -0.2787 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [06:16:56.103889] Epoch: [221] [1980/2904] eta: 0:11:38 lr: 0.002077 loss: 0.1857 (0.1948) loss_rec_all: 0.2117 (0.2207) loss_rec_sfr: 0.2669 (0.2859) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [06:17:11.017521] Epoch: [221] [2000/2904] eta: 0:11:22 lr: 0.002077 loss: 0.1893 (0.1948) loss_rec_all: 0.2155 (0.2207) loss_rec_sfr: 0.2659 (0.2858) loss_cl: -0.2784 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [06:17:25.940603] Epoch: [221] [2020/2904] eta: 0:11:07 lr: 0.002077 loss: 0.1850 (0.1949) loss_rec_all: 0.2113 (0.2207) loss_rec_sfr: 0.2681 (0.2860) loss_cl: -0.2785 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [06:17:40.856405] Epoch: [221] [2040/2904] eta: 0:10:52 lr: 0.002077 loss: 0.1810 (0.1949) loss_rec_all: 0.2075 (0.2208) loss_rec_sfr: 0.2714 (0.2861) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [06:17:55.779518] Epoch: [221] [2060/2904] eta: 0:10:37 lr: 0.002077 loss: 0.1832 (0.1948) loss_rec_all: 0.2090 (0.2207) loss_rec_sfr: 0.2698 (0.2859) loss_cl: -0.2793 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [06:18:10.700628] Epoch: [221] [2080/2904] eta: 0:10:22 lr: 0.002077 loss: 0.1808 (0.1947) loss_rec_all: 0.2073 (0.2206) loss_rec_sfr: 0.2593 (0.2856) loss_cl: -0.2780 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [06:18:25.624628] Epoch: [221] [2100/2904] eta: 0:10:07 lr: 0.002077 loss: 0.1854 (0.1947) loss_rec_all: 0.2112 (0.2206) loss_rec_sfr: 0.2641 (0.2857) loss_cl: -0.2789 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [06:18:40.548883] Epoch: [221] [2120/2904] eta: 0:09:51 lr: 0.002077 loss: 0.1889 (0.1948) loss_rec_all: 0.2151 (0.2206) loss_rec_sfr: 0.2685 (0.2857) loss_cl: -0.2794 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [06:18:55.477864] Epoch: [221] [2140/2904] eta: 0:09:36 lr: 0.002077 loss: 0.1904 (0.1947) loss_rec_all: 0.2166 (0.2206) loss_rec_sfr: 0.2640 (0.2856) loss_cl: -0.2796 (-0.2788) time: 0.7464 data: 0.0003 max mem: 29860 [06:19:10.401064] Epoch: [221] [2160/2904] eta: 0:09:21 lr: 0.002077 loss: 0.1856 (0.1948) loss_rec_all: 0.2119 (0.2206) loss_rec_sfr: 0.2565 (0.2856) loss_cl: -0.2793 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [06:19:25.317997] Epoch: [221] [2180/2904] eta: 0:09:06 lr: 0.002077 loss: 0.1863 (0.1948) loss_rec_all: 0.2124 (0.2207) loss_rec_sfr: 0.2711 (0.2857) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [06:19:40.240289] Epoch: [221] [2200/2904] eta: 0:08:51 lr: 0.002077 loss: 0.1880 (0.1948) loss_rec_all: 0.2139 (0.2207) loss_rec_sfr: 0.2697 (0.2857) loss_cl: -0.2784 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [06:19:55.162845] Epoch: [221] [2220/2904] eta: 0:08:36 lr: 0.002077 loss: 0.1915 (0.1949) loss_rec_all: 0.2177 (0.2208) loss_rec_sfr: 0.2722 (0.2859) loss_cl: -0.2782 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [06:20:10.087140] Epoch: [221] [2240/2904] eta: 0:08:20 lr: 0.002077 loss: 0.1866 (0.1949) loss_rec_all: 0.2124 (0.2207) loss_rec_sfr: 0.2864 (0.2860) loss_cl: -0.2782 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [06:20:25.008451] Epoch: [221] [2260/2904] eta: 0:08:05 lr: 0.002077 loss: 0.1842 (0.1948) loss_rec_all: 0.2101 (0.2207) loss_rec_sfr: 0.2660 (0.2859) loss_cl: -0.2796 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [06:20:39.928171] Epoch: [221] [2280/2904] eta: 0:07:50 lr: 0.002077 loss: 0.1867 (0.1948) loss_rec_all: 0.2125 (0.2207) loss_rec_sfr: 0.2770 (0.2860) loss_cl: -0.2801 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [06:20:54.853701] Epoch: [221] [2300/2904] eta: 0:07:35 lr: 0.002077 loss: 0.1851 (0.1949) loss_rec_all: 0.2118 (0.2208) loss_rec_sfr: 0.2689 (0.2862) loss_cl: -0.2784 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [06:21:09.762340] Epoch: [221] [2320/2904] eta: 0:07:20 lr: 0.002077 loss: 0.1882 (0.1950) loss_rec_all: 0.2146 (0.2208) loss_rec_sfr: 0.2666 (0.2863) loss_cl: -0.2790 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [06:21:24.669593] Epoch: [221] [2340/2904] eta: 0:07:05 lr: 0.002077 loss: 0.1809 (0.1949) loss_rec_all: 0.2071 (0.2208) loss_rec_sfr: 0.2680 (0.2863) loss_cl: -0.2786 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [06:21:39.575329] Epoch: [221] [2360/2904] eta: 0:06:50 lr: 0.002077 loss: 0.1827 (0.1949) loss_rec_all: 0.2092 (0.2208) loss_rec_sfr: 0.2687 (0.2863) loss_cl: -0.2786 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [06:21:54.480914] Epoch: [221] [2380/2904] eta: 0:06:35 lr: 0.002077 loss: 0.1899 (0.1950) loss_rec_all: 0.2157 (0.2209) loss_rec_sfr: 0.2675 (0.2864) loss_cl: -0.2788 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [06:22:09.383436] Epoch: [221] [2400/2904] eta: 0:06:19 lr: 0.002077 loss: 0.1809 (0.1950) loss_rec_all: 0.2072 (0.2208) loss_rec_sfr: 0.2256 (0.2862) loss_cl: -0.2792 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [06:22:24.289920] Epoch: [221] [2420/2904] eta: 0:06:04 lr: 0.002077 loss: 0.1859 (0.1950) loss_rec_all: 0.2124 (0.2208) loss_rec_sfr: 0.2641 (0.2862) loss_cl: -0.2791 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [06:22:39.201941] Epoch: [221] [2440/2904] eta: 0:05:49 lr: 0.002077 loss: 0.1863 (0.1950) loss_rec_all: 0.2127 (0.2208) loss_rec_sfr: 0.2569 (0.2861) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [06:22:54.125613] Epoch: [221] [2460/2904] eta: 0:05:34 lr: 0.002077 loss: 0.1822 (0.1949) loss_rec_all: 0.2081 (0.2208) loss_rec_sfr: 0.2690 (0.2861) loss_cl: -0.2790 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [06:23:09.049967] Epoch: [221] [2480/2904] eta: 0:05:19 lr: 0.002077 loss: 0.1853 (0.1949) loss_rec_all: 0.2112 (0.2208) loss_rec_sfr: 0.2593 (0.2861) loss_cl: -0.2792 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [06:23:23.966820] Epoch: [221] [2500/2904] eta: 0:05:04 lr: 0.002077 loss: 0.1829 (0.1950) loss_rec_all: 0.2090 (0.2208) loss_rec_sfr: 0.2775 (0.2863) loss_cl: -0.2781 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [06:23:38.898416] Epoch: [221] [2520/2904] eta: 0:04:49 lr: 0.002077 loss: 0.1825 (0.1949) loss_rec_all: 0.2083 (0.2208) loss_rec_sfr: 0.2684 (0.2861) loss_cl: -0.2784 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [06:23:53.808550] Epoch: [221] [2540/2904] eta: 0:04:34 lr: 0.002077 loss: 0.1888 (0.1949) loss_rec_all: 0.2147 (0.2208) loss_rec_sfr: 0.2651 (0.2860) loss_cl: -0.2782 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [06:24:08.720668] Epoch: [221] [2560/2904] eta: 0:04:19 lr: 0.002077 loss: 0.1820 (0.1949) loss_rec_all: 0.2085 (0.2208) loss_rec_sfr: 0.2721 (0.2859) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [06:24:23.644677] Epoch: [221] [2580/2904] eta: 0:04:04 lr: 0.002076 loss: 0.1824 (0.1949) loss_rec_all: 0.2085 (0.2208) loss_rec_sfr: 0.2748 (0.2860) loss_cl: -0.2800 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [06:24:38.556874] Epoch: [221] [2600/2904] eta: 0:03:48 lr: 0.002076 loss: 0.1859 (0.1950) loss_rec_all: 0.2119 (0.2208) loss_rec_sfr: 0.2617 (0.2862) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [06:24:53.474220] Epoch: [221] [2620/2904] eta: 0:03:33 lr: 0.002076 loss: 0.1875 (0.1950) loss_rec_all: 0.2135 (0.2208) loss_rec_sfr: 0.2718 (0.2863) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [06:25:08.389388] Epoch: [221] [2640/2904] eta: 0:03:18 lr: 0.002076 loss: 0.1854 (0.1950) loss_rec_all: 0.2114 (0.2208) loss_rec_sfr: 0.2618 (0.2863) loss_cl: -0.2782 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [06:25:23.293245] Epoch: [221] [2660/2904] eta: 0:03:03 lr: 0.002076 loss: 0.1850 (0.1950) loss_rec_all: 0.2115 (0.2209) loss_rec_sfr: 0.2361 (0.2863) loss_cl: -0.2786 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [06:25:38.205655] Epoch: [221] [2680/2904] eta: 0:02:48 lr: 0.002076 loss: 0.1840 (0.1950) loss_rec_all: 0.2105 (0.2209) loss_rec_sfr: 0.2770 (0.2864) loss_cl: -0.2793 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [06:25:53.132513] Epoch: [221] [2700/2904] eta: 0:02:33 lr: 0.002076 loss: 0.1869 (0.1950) loss_rec_all: 0.2130 (0.2209) loss_rec_sfr: 0.2657 (0.2863) loss_cl: -0.2796 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [06:26:08.042915] Epoch: [221] [2720/2904] eta: 0:02:18 lr: 0.002076 loss: 0.1927 (0.1951) loss_rec_all: 0.2187 (0.2210) loss_rec_sfr: 0.2743 (0.2865) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [06:26:22.954100] Epoch: [221] [2740/2904] eta: 0:02:03 lr: 0.002076 loss: 0.1820 (0.1951) loss_rec_all: 0.2083 (0.2210) loss_rec_sfr: 0.2607 (0.2865) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [06:26:37.866517] Epoch: [221] [2760/2904] eta: 0:01:48 lr: 0.002076 loss: 0.1869 (0.1951) loss_rec_all: 0.2127 (0.2210) loss_rec_sfr: 0.2634 (0.2865) loss_cl: -0.2783 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [06:26:52.781831] Epoch: [221] [2780/2904] eta: 0:01:33 lr: 0.002076 loss: 0.1856 (0.1951) loss_rec_all: 0.2119 (0.2210) loss_rec_sfr: 0.2467 (0.2865) loss_cl: -0.2802 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [06:27:07.698844] Epoch: [221] [2800/2904] eta: 0:01:18 lr: 0.002076 loss: 0.1820 (0.1950) loss_rec_all: 0.2080 (0.2209) loss_rec_sfr: 0.2461 (0.2862) loss_cl: -0.2794 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [06:27:22.627943] Epoch: [221] [2820/2904] eta: 0:01:03 lr: 0.002076 loss: 0.1873 (0.1951) loss_rec_all: 0.2128 (0.2210) loss_rec_sfr: 0.2700 (0.2864) loss_cl: -0.2782 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [06:27:37.607450] Epoch: [221] [2840/2904] eta: 0:00:48 lr: 0.002076 loss: 0.1875 (0.1951) loss_rec_all: 0.2133 (0.2210) loss_rec_sfr: 0.2686 (0.2864) loss_cl: -0.2776 (-0.2788) time: 0.7489 data: 0.0024 max mem: 29860 [06:27:52.496528] Epoch: [221] [2860/2904] eta: 0:00:33 lr: 0.002076 loss: 0.1867 (0.1951) loss_rec_all: 0.2126 (0.2210) loss_rec_sfr: 0.2665 (0.2864) loss_cl: -0.2790 (-0.2788) time: 0.7444 data: 0.0001 max mem: 29860 [06:28:07.388022] Epoch: [221] [2880/2904] eta: 0:00:18 lr: 0.002076 loss: 0.1828 (0.1951) loss_rec_all: 0.2089 (0.2209) loss_rec_sfr: 0.2646 (0.2864) loss_cl: -0.2797 (-0.2788) time: 0.7445 data: 0.0001 max mem: 29860 [06:28:22.283558] Epoch: [221] [2900/2904] eta: 0:00:03 lr: 0.002076 loss: 0.1849 (0.1951) loss_rec_all: 0.2112 (0.2209) loss_rec_sfr: 0.2667 (0.2863) loss_cl: -0.2793 (-0.2788) time: 0.7447 data: 0.0001 max mem: 29860 [06:28:24.523914] Epoch: [221] [2903/2904] eta: 0:00:00 lr: 0.002076 loss: 0.1850 (0.1950) loss_rec_all: 0.2115 (0.2209) loss_rec_sfr: 0.2656 (0.2862) loss_cl: -0.2794 (-0.2788) time: 0.7447 data: 0.0001 max mem: 29860 [06:28:26.643208] Epoch: [221] Total time: 0:36:27 (0.7532 s / it) [06:28:26.644175] Averaged stats: lr: 0.002076 loss: 0.1850 (0.1977) loss_rec_all: 0.2115 (0.2212) loss_rec_sfr: 0.2656 (0.2882) loss_cl: -0.2794 (-0.2555) [06:28:26.649920] log_dir: ./checkpoint/VF2_ViT-B [06:28:44.165187] Epoch: [222] [ 0/2904] eta: 14:07:42 lr: 0.002076 loss: 0.1847 (0.1847) loss_rec_all: 0.2111 (0.2111) loss_rec_sfr: 0.2056 (0.2056) loss_cl: -0.2781 (-0.2781) time: 17.5145 data: 16.5758 max mem: 29860 [06:28:59.162960] Epoch: [222] [ 20/2904] eta: 1:14:24 lr: 0.002076 loss: 0.1875 (0.1981) loss_rec_all: 0.2136 (0.2239) loss_rec_sfr: 0.2647 (0.2888) loss_cl: -0.2784 (-0.2785) time: 0.7498 data: 0.0002 max mem: 29860 [06:29:14.066010] Epoch: [222] [ 40/2904] eta: 0:55:11 lr: 0.002076 loss: 0.1848 (0.1926) loss_rec_all: 0.2106 (0.2186) loss_rec_sfr: 0.2627 (0.2725) loss_cl: -0.2791 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [06:29:28.969581] Epoch: [222] [ 60/2904] eta: 0:48:25 lr: 0.002076 loss: 0.1842 (0.1923) loss_rec_all: 0.2099 (0.2183) loss_rec_sfr: 0.2609 (0.2727) loss_cl: -0.2781 (-0.2786) time: 0.7451 data: 0.0002 max mem: 29860 [06:29:43.878747] Epoch: [222] [ 80/2904] eta: 0:44:52 lr: 0.002076 loss: 0.1869 (0.1932) loss_rec_all: 0.2130 (0.2191) loss_rec_sfr: 0.2731 (0.2762) loss_cl: -0.2783 (-0.2785) time: 0.7454 data: 0.0002 max mem: 29860 [06:29:58.795425] Epoch: [222] [ 100/2904] eta: 0:42:38 lr: 0.002076 loss: 0.1815 (0.1932) loss_rec_all: 0.2074 (0.2191) loss_rec_sfr: 0.2694 (0.2799) loss_cl: -0.2788 (-0.2785) time: 0.7458 data: 0.0002 max mem: 29860 [06:30:13.724515] Epoch: [222] [ 120/2904] eta: 0:41:03 lr: 0.002076 loss: 0.1882 (0.1931) loss_rec_all: 0.2141 (0.2190) loss_rec_sfr: 0.2686 (0.2791) loss_cl: -0.2795 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [06:30:28.644990] Epoch: [222] [ 140/2904] eta: 0:39:51 lr: 0.002076 loss: 0.1856 (0.1933) loss_rec_all: 0.2114 (0.2192) loss_rec_sfr: 0.2721 (0.2806) loss_cl: -0.2795 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [06:30:43.583793] Epoch: [222] [ 160/2904] eta: 0:38:53 lr: 0.002076 loss: 0.1932 (0.1955) loss_rec_all: 0.2192 (0.2213) loss_rec_sfr: 0.2713 (0.2875) loss_cl: -0.2779 (-0.2786) time: 0.7469 data: 0.0002 max mem: 29860 [06:30:58.514540] Epoch: [222] [ 180/2904] eta: 0:38:05 lr: 0.002076 loss: 0.1825 (0.1951) loss_rec_all: 0.2087 (0.2210) loss_rec_sfr: 0.2538 (0.2861) loss_cl: -0.2785 (-0.2786) time: 0.7465 data: 0.0002 max mem: 29860 [06:31:13.466205] Epoch: [222] [ 200/2904] eta: 0:37:24 lr: 0.002076 loss: 0.1846 (0.1948) loss_rec_all: 0.2110 (0.2206) loss_rec_sfr: 0.2650 (0.2843) loss_cl: -0.2797 (-0.2786) time: 0.7475 data: 0.0002 max mem: 29860 [06:31:28.395833] Epoch: [222] [ 220/2904] eta: 0:36:47 lr: 0.002076 loss: 0.1839 (0.1951) loss_rec_all: 0.2103 (0.2210) loss_rec_sfr: 0.2720 (0.2861) loss_cl: -0.2788 (-0.2786) time: 0.7464 data: 0.0002 max mem: 29860 [06:31:43.324605] Epoch: [222] [ 240/2904] eta: 0:36:13 lr: 0.002076 loss: 0.1880 (0.1956) loss_rec_all: 0.2141 (0.2214) loss_rec_sfr: 0.2698 (0.2876) loss_cl: -0.2791 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [06:31:58.256678] Epoch: [222] [ 260/2904] eta: 0:35:43 lr: 0.002076 loss: 0.1852 (0.1951) loss_rec_all: 0.2118 (0.2209) loss_rec_sfr: 0.2664 (0.2861) loss_cl: -0.2792 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [06:32:13.187495] Epoch: [222] [ 280/2904] eta: 0:35:15 lr: 0.002076 loss: 0.1848 (0.1947) loss_rec_all: 0.2107 (0.2206) loss_rec_sfr: 0.2640 (0.2853) loss_cl: -0.2788 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [06:32:28.115964] Epoch: [222] [ 300/2904] eta: 0:34:48 lr: 0.002076 loss: 0.1850 (0.1948) loss_rec_all: 0.2110 (0.2207) loss_rec_sfr: 0.2591 (0.2851) loss_cl: -0.2789 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [06:32:43.063083] Epoch: [222] [ 320/2904] eta: 0:34:23 lr: 0.002076 loss: 0.1833 (0.1947) loss_rec_all: 0.2095 (0.2206) loss_rec_sfr: 0.2621 (0.2848) loss_cl: -0.2787 (-0.2787) time: 0.7473 data: 0.0002 max mem: 29860 [06:32:57.984015] Epoch: [222] [ 340/2904] eta: 0:34:00 lr: 0.002076 loss: 0.1855 (0.1948) loss_rec_all: 0.2113 (0.2207) loss_rec_sfr: 0.2682 (0.2856) loss_cl: -0.2782 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [06:33:12.952197] Epoch: [222] [ 360/2904] eta: 0:33:37 lr: 0.002076 loss: 0.1902 (0.1950) loss_rec_all: 0.2165 (0.2209) loss_rec_sfr: 0.2688 (0.2861) loss_cl: -0.2796 (-0.2787) time: 0.7484 data: 0.0002 max mem: 29860 [06:33:27.874436] Epoch: [222] [ 380/2904] eta: 0:33:15 lr: 0.002076 loss: 0.1846 (0.1950) loss_rec_all: 0.2104 (0.2208) loss_rec_sfr: 0.2299 (0.2855) loss_cl: -0.2793 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [06:33:42.803073] Epoch: [222] [ 400/2904] eta: 0:32:54 lr: 0.002076 loss: 0.1851 (0.1951) loss_rec_all: 0.2113 (0.2209) loss_rec_sfr: 0.2752 (0.2865) loss_cl: -0.2790 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [06:33:57.736116] Epoch: [222] [ 420/2904] eta: 0:32:33 lr: 0.002076 loss: 0.1867 (0.1951) loss_rec_all: 0.2126 (0.2210) loss_rec_sfr: 0.2739 (0.2868) loss_cl: -0.2787 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [06:34:12.662542] Epoch: [222] [ 440/2904] eta: 0:32:13 lr: 0.002076 loss: 0.1812 (0.1949) loss_rec_all: 0.2070 (0.2208) loss_rec_sfr: 0.2666 (0.2865) loss_cl: -0.2787 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [06:34:27.578407] Epoch: [222] [ 460/2904] eta: 0:31:53 lr: 0.002076 loss: 0.1823 (0.1948) loss_rec_all: 0.2082 (0.2206) loss_rec_sfr: 0.2695 (0.2860) loss_cl: -0.2787 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [06:34:42.501825] Epoch: [222] [ 480/2904] eta: 0:31:33 lr: 0.002076 loss: 0.1852 (0.1943) loss_rec_all: 0.2111 (0.2202) loss_rec_sfr: 0.2754 (0.2851) loss_cl: -0.2792 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [06:34:57.423681] Epoch: [222] [ 500/2904] eta: 0:31:14 lr: 0.002076 loss: 0.1819 (0.1940) loss_rec_all: 0.2079 (0.2198) loss_rec_sfr: 0.2631 (0.2842) loss_cl: -0.2792 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [06:35:12.349611] Epoch: [222] [ 520/2904] eta: 0:30:56 lr: 0.002076 loss: 0.1823 (0.1936) loss_rec_all: 0.2080 (0.2195) loss_rec_sfr: 0.2718 (0.2834) loss_cl: -0.2792 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [06:35:27.276322] Epoch: [222] [ 540/2904] eta: 0:30:37 lr: 0.002075 loss: 0.1878 (0.1937) loss_rec_all: 0.2136 (0.2196) loss_rec_sfr: 0.2592 (0.2837) loss_cl: -0.2775 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [06:35:42.200628] Epoch: [222] [ 560/2904] eta: 0:30:19 lr: 0.002075 loss: 0.1867 (0.1937) loss_rec_all: 0.2125 (0.2196) loss_rec_sfr: 0.2695 (0.2838) loss_cl: -0.2791 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [06:35:57.121898] Epoch: [222] [ 580/2904] eta: 0:30:01 lr: 0.002075 loss: 0.1854 (0.1935) loss_rec_all: 0.2116 (0.2194) loss_rec_sfr: 0.2616 (0.2829) loss_cl: -0.2799 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [06:36:12.046532] Epoch: [222] [ 600/2904] eta: 0:29:44 lr: 0.002075 loss: 0.1849 (0.1939) loss_rec_all: 0.2113 (0.2198) loss_rec_sfr: 0.2722 (0.2842) loss_cl: -0.2793 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [06:36:26.962601] Epoch: [222] [ 620/2904] eta: 0:29:26 lr: 0.002075 loss: 0.1824 (0.1938) loss_rec_all: 0.2085 (0.2197) loss_rec_sfr: 0.2509 (0.2840) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [06:36:41.883894] Epoch: [222] [ 640/2904] eta: 0:29:09 lr: 0.002075 loss: 0.1865 (0.1938) loss_rec_all: 0.2128 (0.2197) loss_rec_sfr: 0.2713 (0.2838) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [06:36:56.804425] Epoch: [222] [ 660/2904] eta: 0:28:51 lr: 0.002075 loss: 0.1831 (0.1939) loss_rec_all: 0.2092 (0.2198) loss_rec_sfr: 0.2619 (0.2838) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [06:37:11.725170] Epoch: [222] [ 680/2904] eta: 0:28:34 lr: 0.002075 loss: 0.1843 (0.1939) loss_rec_all: 0.2105 (0.2198) loss_rec_sfr: 0.2685 (0.2840) loss_cl: -0.2796 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [06:37:26.650376] Epoch: [222] [ 700/2904] eta: 0:28:17 lr: 0.002075 loss: 0.1917 (0.1941) loss_rec_all: 0.2176 (0.2200) loss_rec_sfr: 0.2676 (0.2844) loss_cl: -0.2794 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [06:37:41.572618] Epoch: [222] [ 720/2904] eta: 0:28:00 lr: 0.002075 loss: 0.1795 (0.1940) loss_rec_all: 0.2058 (0.2199) loss_rec_sfr: 0.2681 (0.2840) loss_cl: -0.2788 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [06:37:56.493943] Epoch: [222] [ 740/2904] eta: 0:27:44 lr: 0.002075 loss: 0.1824 (0.1940) loss_rec_all: 0.2085 (0.2199) loss_rec_sfr: 0.2637 (0.2842) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [06:38:11.413916] Epoch: [222] [ 760/2904] eta: 0:27:27 lr: 0.002075 loss: 0.1820 (0.1939) loss_rec_all: 0.2086 (0.2198) loss_rec_sfr: 0.2730 (0.2841) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [06:38:26.330232] Epoch: [222] [ 780/2904] eta: 0:27:10 lr: 0.002075 loss: 0.1847 (0.1938) loss_rec_all: 0.2108 (0.2197) loss_rec_sfr: 0.2724 (0.2840) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [06:38:41.250817] Epoch: [222] [ 800/2904] eta: 0:26:54 lr: 0.002075 loss: 0.1851 (0.1938) loss_rec_all: 0.2111 (0.2197) loss_rec_sfr: 0.2754 (0.2840) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [06:38:56.169233] Epoch: [222] [ 820/2904] eta: 0:26:37 lr: 0.002075 loss: 0.1820 (0.1937) loss_rec_all: 0.2078 (0.2196) loss_rec_sfr: 0.2685 (0.2837) loss_cl: -0.2795 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [06:39:11.089476] Epoch: [222] [ 840/2904] eta: 0:26:21 lr: 0.002075 loss: 0.1860 (0.1938) loss_rec_all: 0.2118 (0.2197) loss_rec_sfr: 0.2746 (0.2844) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [06:39:26.015770] Epoch: [222] [ 860/2904] eta: 0:26:05 lr: 0.002075 loss: 0.1810 (0.1938) loss_rec_all: 0.2072 (0.2197) loss_rec_sfr: 0.2584 (0.2842) loss_cl: -0.2795 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [06:39:40.943780] Epoch: [222] [ 880/2904] eta: 0:25:49 lr: 0.002075 loss: 0.1870 (0.1937) loss_rec_all: 0.2131 (0.2196) loss_rec_sfr: 0.2619 (0.2838) loss_cl: -0.2791 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [06:39:55.869291] Epoch: [222] [ 900/2904] eta: 0:25:32 lr: 0.002075 loss: 0.1838 (0.1937) loss_rec_all: 0.2102 (0.2195) loss_rec_sfr: 0.2642 (0.2834) loss_cl: -0.2786 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [06:40:10.795139] Epoch: [222] [ 920/2904] eta: 0:25:16 lr: 0.002075 loss: 0.1846 (0.1938) loss_rec_all: 0.2108 (0.2197) loss_rec_sfr: 0.2756 (0.2840) loss_cl: -0.2788 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [06:40:25.720489] Epoch: [222] [ 940/2904] eta: 0:25:00 lr: 0.002075 loss: 0.1830 (0.1938) loss_rec_all: 0.2092 (0.2197) loss_rec_sfr: 0.2646 (0.2838) loss_cl: -0.2792 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [06:40:40.641732] Epoch: [222] [ 960/2904] eta: 0:24:44 lr: 0.002075 loss: 0.1838 (0.1940) loss_rec_all: 0.2097 (0.2199) loss_rec_sfr: 0.2739 (0.2847) loss_cl: -0.2794 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [06:40:55.555675] Epoch: [222] [ 980/2904] eta: 0:24:28 lr: 0.002075 loss: 0.1858 (0.1940) loss_rec_all: 0.2121 (0.2199) loss_rec_sfr: 0.2825 (0.2850) loss_cl: -0.2794 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [06:41:10.484552] Epoch: [222] [1000/2904] eta: 0:24:12 lr: 0.002075 loss: 0.1817 (0.1938) loss_rec_all: 0.2079 (0.2197) loss_rec_sfr: 0.2714 (0.2845) loss_cl: -0.2790 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [06:41:25.411233] Epoch: [222] [1020/2904] eta: 0:23:56 lr: 0.002075 loss: 0.1846 (0.1939) loss_rec_all: 0.2104 (0.2198) loss_rec_sfr: 0.2755 (0.2848) loss_cl: -0.2778 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [06:41:40.338049] Epoch: [222] [1040/2904] eta: 0:23:41 lr: 0.002075 loss: 0.1802 (0.1938) loss_rec_all: 0.2063 (0.2197) loss_rec_sfr: 0.2621 (0.2844) loss_cl: -0.2781 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [06:41:55.257310] Epoch: [222] [1060/2904] eta: 0:23:25 lr: 0.002075 loss: 0.1844 (0.1940) loss_rec_all: 0.2109 (0.2199) loss_rec_sfr: 0.2760 (0.2851) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [06:42:10.185249] Epoch: [222] [1080/2904] eta: 0:23:09 lr: 0.002075 loss: 0.1809 (0.1939) loss_rec_all: 0.2075 (0.2198) loss_rec_sfr: 0.2586 (0.2846) loss_cl: -0.2786 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [06:42:25.111529] Epoch: [222] [1100/2904] eta: 0:22:53 lr: 0.002075 loss: 0.1857 (0.1938) loss_rec_all: 0.2122 (0.2196) loss_rec_sfr: 0.2407 (0.2841) loss_cl: -0.2794 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [06:42:40.047044] Epoch: [222] [1120/2904] eta: 0:22:38 lr: 0.002075 loss: 0.1873 (0.1938) loss_rec_all: 0.2132 (0.2197) loss_rec_sfr: 0.2685 (0.2841) loss_cl: -0.2787 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [06:42:54.971983] Epoch: [222] [1140/2904] eta: 0:22:22 lr: 0.002075 loss: 0.1820 (0.1936) loss_rec_all: 0.2083 (0.2195) loss_rec_sfr: 0.2332 (0.2834) loss_cl: -0.2789 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [06:43:09.893092] Epoch: [222] [1160/2904] eta: 0:22:06 lr: 0.002075 loss: 0.1822 (0.1935) loss_rec_all: 0.2087 (0.2194) loss_rec_sfr: 0.2682 (0.2833) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [06:43:24.820105] Epoch: [222] [1180/2904] eta: 0:21:51 lr: 0.002075 loss: 0.1862 (0.1936) loss_rec_all: 0.2124 (0.2195) loss_rec_sfr: 0.2713 (0.2834) loss_cl: -0.2794 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [06:43:39.741785] Epoch: [222] [1200/2904] eta: 0:21:35 lr: 0.002075 loss: 0.1854 (0.1936) loss_rec_all: 0.2113 (0.2195) loss_rec_sfr: 0.2641 (0.2834) loss_cl: -0.2796 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [06:43:54.666455] Epoch: [222] [1220/2904] eta: 0:21:19 lr: 0.002075 loss: 0.1816 (0.1936) loss_rec_all: 0.2073 (0.2195) loss_rec_sfr: 0.2739 (0.2836) loss_cl: -0.2786 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [06:44:09.582970] Epoch: [222] [1240/2904] eta: 0:21:04 lr: 0.002075 loss: 0.1841 (0.1935) loss_rec_all: 0.2101 (0.2194) loss_rec_sfr: 0.2563 (0.2834) loss_cl: -0.2781 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [06:44:24.504732] Epoch: [222] [1260/2904] eta: 0:20:48 lr: 0.002075 loss: 0.1827 (0.1934) loss_rec_all: 0.2090 (0.2193) loss_rec_sfr: 0.2638 (0.2831) loss_cl: -0.2783 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [06:44:39.432199] Epoch: [222] [1280/2904] eta: 0:20:33 lr: 0.002075 loss: 0.1816 (0.1935) loss_rec_all: 0.2083 (0.2194) loss_rec_sfr: 0.2698 (0.2832) loss_cl: -0.2792 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [06:44:54.352369] Epoch: [222] [1300/2904] eta: 0:20:17 lr: 0.002075 loss: 0.1807 (0.1933) loss_rec_all: 0.2070 (0.2192) loss_rec_sfr: 0.2267 (0.2826) loss_cl: -0.2797 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [06:45:09.282218] Epoch: [222] [1320/2904] eta: 0:20:02 lr: 0.002075 loss: 0.1818 (0.1933) loss_rec_all: 0.2078 (0.2192) loss_rec_sfr: 0.2346 (0.2825) loss_cl: -0.2789 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [06:45:24.210664] Epoch: [222] [1340/2904] eta: 0:19:46 lr: 0.002075 loss: 0.1868 (0.1934) loss_rec_all: 0.2128 (0.2193) loss_rec_sfr: 0.2662 (0.2829) loss_cl: -0.2778 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [06:45:39.140491] Epoch: [222] [1360/2904] eta: 0:19:31 lr: 0.002075 loss: 0.1817 (0.1934) loss_rec_all: 0.2079 (0.2193) loss_rec_sfr: 0.2684 (0.2827) loss_cl: -0.2785 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [06:45:54.065917] Epoch: [222] [1380/2904] eta: 0:19:15 lr: 0.002075 loss: 0.1831 (0.1933) loss_rec_all: 0.2091 (0.2192) loss_rec_sfr: 0.2685 (0.2824) loss_cl: -0.2792 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [06:46:08.987813] Epoch: [222] [1400/2904] eta: 0:19:00 lr: 0.002074 loss: 0.1853 (0.1934) loss_rec_all: 0.2111 (0.2193) loss_rec_sfr: 0.2733 (0.2830) loss_cl: -0.2796 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [06:46:23.910674] Epoch: [222] [1420/2904] eta: 0:18:44 lr: 0.002074 loss: 0.1856 (0.1934) loss_rec_all: 0.2117 (0.2193) loss_rec_sfr: 0.2693 (0.2828) loss_cl: -0.2797 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [06:46:38.839718] Epoch: [222] [1440/2904] eta: 0:18:29 lr: 0.002074 loss: 0.1837 (0.1934) loss_rec_all: 0.2097 (0.2193) loss_rec_sfr: 0.2694 (0.2827) loss_cl: -0.2786 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [06:46:53.766295] Epoch: [222] [1460/2904] eta: 0:18:14 lr: 0.002074 loss: 0.1855 (0.1935) loss_rec_all: 0.2122 (0.2194) loss_rec_sfr: 0.2806 (0.2830) loss_cl: -0.2782 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [06:47:08.692717] Epoch: [222] [1480/2904] eta: 0:17:58 lr: 0.002074 loss: 0.1835 (0.1934) loss_rec_all: 0.2093 (0.2193) loss_rec_sfr: 0.2552 (0.2827) loss_cl: -0.2794 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [06:47:23.616427] Epoch: [222] [1500/2904] eta: 0:17:43 lr: 0.002074 loss: 0.1834 (0.1934) loss_rec_all: 0.2095 (0.2193) loss_rec_sfr: 0.2693 (0.2828) loss_cl: -0.2782 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [06:47:38.538978] Epoch: [222] [1520/2904] eta: 0:17:28 lr: 0.002074 loss: 0.1850 (0.1934) loss_rec_all: 0.2112 (0.2193) loss_rec_sfr: 0.2739 (0.2829) loss_cl: -0.2786 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [06:47:53.468007] Epoch: [222] [1540/2904] eta: 0:17:12 lr: 0.002074 loss: 0.1839 (0.1934) loss_rec_all: 0.2098 (0.2193) loss_rec_sfr: 0.2610 (0.2828) loss_cl: -0.2792 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [06:48:08.395674] Epoch: [222] [1560/2904] eta: 0:16:57 lr: 0.002074 loss: 0.1867 (0.1936) loss_rec_all: 0.2127 (0.2194) loss_rec_sfr: 0.2893 (0.2835) loss_cl: -0.2788 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [06:48:23.323589] Epoch: [222] [1580/2904] eta: 0:16:42 lr: 0.002074 loss: 0.1841 (0.1937) loss_rec_all: 0.2104 (0.2196) loss_rec_sfr: 0.2775 (0.2839) loss_cl: -0.2788 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [06:48:38.252735] Epoch: [222] [1600/2904] eta: 0:16:26 lr: 0.002074 loss: 0.1814 (0.1936) loss_rec_all: 0.2076 (0.2195) loss_rec_sfr: 0.2421 (0.2838) loss_cl: -0.2791 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [06:48:53.171322] Epoch: [222] [1620/2904] eta: 0:16:11 lr: 0.002074 loss: 0.1895 (0.1936) loss_rec_all: 0.2155 (0.2195) loss_rec_sfr: 0.2649 (0.2837) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [06:49:08.098351] Epoch: [222] [1640/2904] eta: 0:15:56 lr: 0.002074 loss: 0.1839 (0.1936) loss_rec_all: 0.2098 (0.2195) loss_rec_sfr: 0.2718 (0.2837) loss_cl: -0.2787 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [06:49:23.024279] Epoch: [222] [1660/2904] eta: 0:15:40 lr: 0.002074 loss: 0.1816 (0.1935) loss_rec_all: 0.2080 (0.2194) loss_rec_sfr: 0.2429 (0.2833) loss_cl: -0.2796 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [06:49:37.943814] Epoch: [222] [1680/2904] eta: 0:15:25 lr: 0.002074 loss: 0.1856 (0.1935) loss_rec_all: 0.2113 (0.2194) loss_rec_sfr: 0.2684 (0.2834) loss_cl: -0.2780 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [06:49:52.864895] Epoch: [222] [1700/2904] eta: 0:15:10 lr: 0.002074 loss: 0.1869 (0.1936) loss_rec_all: 0.2128 (0.2195) loss_rec_sfr: 0.2743 (0.2836) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [06:50:07.790977] Epoch: [222] [1720/2904] eta: 0:14:55 lr: 0.002074 loss: 0.1862 (0.1935) loss_rec_all: 0.2123 (0.2194) loss_rec_sfr: 0.2725 (0.2833) loss_cl: -0.2793 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [06:50:22.715681] Epoch: [222] [1740/2904] eta: 0:14:39 lr: 0.002074 loss: 0.1842 (0.1935) loss_rec_all: 0.2105 (0.2194) loss_rec_sfr: 0.2623 (0.2832) loss_cl: -0.2794 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [06:50:37.632167] Epoch: [222] [1760/2904] eta: 0:14:24 lr: 0.002074 loss: 0.1866 (0.1935) loss_rec_all: 0.2126 (0.2194) loss_rec_sfr: 0.2689 (0.2834) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [06:50:52.553762] Epoch: [222] [1780/2904] eta: 0:14:09 lr: 0.002074 loss: 0.1820 (0.1935) loss_rec_all: 0.2081 (0.2194) loss_rec_sfr: 0.2667 (0.2832) loss_cl: -0.2791 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [06:51:07.474624] Epoch: [222] [1800/2904] eta: 0:13:54 lr: 0.002074 loss: 0.1827 (0.1935) loss_rec_all: 0.2086 (0.2194) loss_rec_sfr: 0.2650 (0.2833) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [06:51:22.401099] Epoch: [222] [1820/2904] eta: 0:13:38 lr: 0.002074 loss: 0.1801 (0.1934) loss_rec_all: 0.2060 (0.2193) loss_rec_sfr: 0.2670 (0.2832) loss_cl: -0.2781 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [06:51:37.346223] Epoch: [222] [1840/2904] eta: 0:13:23 lr: 0.002074 loss: 0.1855 (0.1935) loss_rec_all: 0.2118 (0.2194) loss_rec_sfr: 0.2678 (0.2833) loss_cl: -0.2785 (-0.2788) time: 0.7472 data: 0.0002 max mem: 29860 [06:51:52.278861] Epoch: [222] [1860/2904] eta: 0:13:08 lr: 0.002074 loss: 0.1845 (0.1934) loss_rec_all: 0.2103 (0.2193) loss_rec_sfr: 0.2790 (0.2832) loss_cl: -0.2793 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [06:52:07.196474] Epoch: [222] [1880/2904] eta: 0:12:53 lr: 0.002074 loss: 0.1891 (0.1935) loss_rec_all: 0.2152 (0.2194) loss_rec_sfr: 0.2711 (0.2834) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [06:52:22.122940] Epoch: [222] [1900/2904] eta: 0:12:38 lr: 0.002074 loss: 0.1889 (0.1935) loss_rec_all: 0.2148 (0.2194) loss_rec_sfr: 0.2677 (0.2837) loss_cl: -0.2790 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [06:52:37.053938] Epoch: [222] [1920/2904] eta: 0:12:22 lr: 0.002074 loss: 0.1844 (0.1935) loss_rec_all: 0.2104 (0.2194) loss_rec_sfr: 0.2680 (0.2835) loss_cl: -0.2793 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [06:52:51.982109] Epoch: [222] [1940/2904] eta: 0:12:07 lr: 0.002074 loss: 0.1873 (0.1935) loss_rec_all: 0.2131 (0.2194) loss_rec_sfr: 0.2741 (0.2836) loss_cl: -0.2788 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [06:53:06.908711] Epoch: [222] [1960/2904] eta: 0:11:52 lr: 0.002074 loss: 0.1884 (0.1936) loss_rec_all: 0.2143 (0.2195) loss_rec_sfr: 0.2660 (0.2838) loss_cl: -0.2787 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [06:53:21.830008] Epoch: [222] [1980/2904] eta: 0:11:37 lr: 0.002074 loss: 0.1811 (0.1936) loss_rec_all: 0.2069 (0.2195) loss_rec_sfr: 0.2721 (0.2839) loss_cl: -0.2783 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [06:53:36.758035] Epoch: [222] [2000/2904] eta: 0:11:22 lr: 0.002074 loss: 0.1835 (0.1936) loss_rec_all: 0.2096 (0.2195) loss_rec_sfr: 0.2726 (0.2839) loss_cl: -0.2789 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [06:53:51.693607] Epoch: [222] [2020/2904] eta: 0:11:07 lr: 0.002074 loss: 0.1869 (0.1936) loss_rec_all: 0.2131 (0.2195) loss_rec_sfr: 0.2564 (0.2840) loss_cl: -0.2791 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [06:54:06.614617] Epoch: [222] [2040/2904] eta: 0:10:51 lr: 0.002074 loss: 0.1827 (0.1936) loss_rec_all: 0.2092 (0.2195) loss_rec_sfr: 0.2535 (0.2839) loss_cl: -0.2795 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [06:54:21.544810] Epoch: [222] [2060/2904] eta: 0:10:36 lr: 0.002074 loss: 0.1846 (0.1936) loss_rec_all: 0.2104 (0.2195) loss_rec_sfr: 0.2636 (0.2838) loss_cl: -0.2785 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [06:54:36.467383] Epoch: [222] [2080/2904] eta: 0:10:21 lr: 0.002074 loss: 0.1839 (0.1936) loss_rec_all: 0.2100 (0.2195) loss_rec_sfr: 0.2735 (0.2840) loss_cl: -0.2788 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [06:54:51.388872] Epoch: [222] [2100/2904] eta: 0:10:06 lr: 0.002074 loss: 0.1840 (0.1936) loss_rec_all: 0.2099 (0.2195) loss_rec_sfr: 0.2652 (0.2838) loss_cl: -0.2791 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [06:55:06.307517] Epoch: [222] [2120/2904] eta: 0:09:51 lr: 0.002074 loss: 0.1880 (0.1937) loss_rec_all: 0.2141 (0.2196) loss_rec_sfr: 0.2762 (0.2840) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [06:55:21.234349] Epoch: [222] [2140/2904] eta: 0:09:36 lr: 0.002074 loss: 0.1883 (0.1937) loss_rec_all: 0.2141 (0.2196) loss_rec_sfr: 0.2847 (0.2843) loss_cl: -0.2793 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [06:55:36.160002] Epoch: [222] [2160/2904] eta: 0:09:20 lr: 0.002074 loss: 0.1856 (0.1938) loss_rec_all: 0.2120 (0.2197) loss_rec_sfr: 0.2377 (0.2843) loss_cl: -0.2789 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [06:55:51.080068] Epoch: [222] [2180/2904] eta: 0:09:05 lr: 0.002074 loss: 0.1863 (0.1937) loss_rec_all: 0.2125 (0.2196) loss_rec_sfr: 0.2737 (0.2843) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [06:56:06.003408] Epoch: [222] [2200/2904] eta: 0:08:50 lr: 0.002074 loss: 0.1842 (0.1937) loss_rec_all: 0.2107 (0.2196) loss_rec_sfr: 0.2588 (0.2841) loss_cl: -0.2786 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [06:56:20.923887] Epoch: [222] [2220/2904] eta: 0:08:35 lr: 0.002074 loss: 0.1828 (0.1937) loss_rec_all: 0.2095 (0.2196) loss_rec_sfr: 0.2590 (0.2839) loss_cl: -0.2798 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [06:56:35.845145] Epoch: [222] [2240/2904] eta: 0:08:20 lr: 0.002074 loss: 0.1882 (0.1937) loss_rec_all: 0.2140 (0.2196) loss_rec_sfr: 0.2731 (0.2841) loss_cl: -0.2791 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [06:56:50.772033] Epoch: [222] [2260/2904] eta: 0:08:05 lr: 0.002073 loss: 0.1864 (0.1938) loss_rec_all: 0.2121 (0.2197) loss_rec_sfr: 0.2690 (0.2843) loss_cl: -0.2787 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [06:57:05.694267] Epoch: [222] [2280/2904] eta: 0:07:50 lr: 0.002073 loss: 0.1867 (0.1939) loss_rec_all: 0.2126 (0.2198) loss_rec_sfr: 0.2771 (0.2847) loss_cl: -0.2784 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [06:57:20.618806] Epoch: [222] [2300/2904] eta: 0:07:35 lr: 0.002073 loss: 0.1838 (0.1939) loss_rec_all: 0.2100 (0.2198) loss_rec_sfr: 0.2656 (0.2846) loss_cl: -0.2793 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [06:57:35.542285] Epoch: [222] [2320/2904] eta: 0:07:20 lr: 0.002073 loss: 0.1840 (0.1939) loss_rec_all: 0.2102 (0.2198) loss_rec_sfr: 0.2584 (0.2848) loss_cl: -0.2792 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [06:57:50.466862] Epoch: [222] [2340/2904] eta: 0:07:04 lr: 0.002073 loss: 0.1878 (0.1940) loss_rec_all: 0.2137 (0.2199) loss_rec_sfr: 0.2721 (0.2851) loss_cl: -0.2789 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [06:58:05.386004] Epoch: [222] [2360/2904] eta: 0:06:49 lr: 0.002073 loss: 0.1855 (0.1940) loss_rec_all: 0.2113 (0.2199) loss_rec_sfr: 0.2811 (0.2852) loss_cl: -0.2773 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [06:58:20.305897] Epoch: [222] [2380/2904] eta: 0:06:34 lr: 0.002073 loss: 0.1850 (0.1940) loss_rec_all: 0.2113 (0.2199) loss_rec_sfr: 0.2717 (0.2853) loss_cl: -0.2779 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [06:58:35.227479] Epoch: [222] [2400/2904] eta: 0:06:19 lr: 0.002073 loss: 0.1869 (0.1940) loss_rec_all: 0.2126 (0.2199) loss_rec_sfr: 0.2712 (0.2853) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [06:58:50.153800] Epoch: [222] [2420/2904] eta: 0:06:04 lr: 0.002073 loss: 0.1851 (0.1941) loss_rec_all: 0.2112 (0.2200) loss_rec_sfr: 0.2760 (0.2856) loss_cl: -0.2777 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [06:59:05.076035] Epoch: [222] [2440/2904] eta: 0:05:49 lr: 0.002073 loss: 0.1890 (0.1941) loss_rec_all: 0.2148 (0.2200) loss_rec_sfr: 0.2703 (0.2857) loss_cl: -0.2784 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [06:59:20.002155] Epoch: [222] [2460/2904] eta: 0:05:34 lr: 0.002073 loss: 0.1840 (0.1941) loss_rec_all: 0.2098 (0.2200) loss_rec_sfr: 0.2622 (0.2856) loss_cl: -0.2740 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [06:59:34.922234] Epoch: [222] [2480/2904] eta: 0:05:19 lr: 0.002073 loss: 0.1819 (0.1940) loss_rec_all: 0.2083 (0.2199) loss_rec_sfr: 0.2660 (0.2854) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [06:59:49.843267] Epoch: [222] [2500/2904] eta: 0:05:04 lr: 0.002073 loss: 0.1831 (0.1940) loss_rec_all: 0.2091 (0.2199) loss_rec_sfr: 0.2524 (0.2852) loss_cl: -0.2803 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [07:00:04.765104] Epoch: [222] [2520/2904] eta: 0:04:49 lr: 0.002073 loss: 0.1816 (0.1939) loss_rec_all: 0.2075 (0.2198) loss_rec_sfr: 0.2632 (0.2850) loss_cl: -0.2786 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [07:00:19.691091] Epoch: [222] [2540/2904] eta: 0:04:34 lr: 0.002073 loss: 0.1831 (0.1940) loss_rec_all: 0.2088 (0.2199) loss_rec_sfr: 0.2735 (0.2852) loss_cl: -0.2782 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [07:00:34.625834] Epoch: [222] [2560/2904] eta: 0:04:18 lr: 0.002073 loss: 0.1888 (0.1940) loss_rec_all: 0.2150 (0.2199) loss_rec_sfr: 0.2759 (0.2854) loss_cl: -0.2787 (-0.2788) time: 0.7467 data: 0.0005 max mem: 29860 [07:00:49.533886] Epoch: [222] [2580/2904] eta: 0:04:03 lr: 0.002073 loss: 0.1810 (0.1940) loss_rec_all: 0.2076 (0.2199) loss_rec_sfr: 0.2649 (0.2852) loss_cl: -0.2801 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [07:01:04.446587] Epoch: [222] [2600/2904] eta: 0:03:48 lr: 0.002073 loss: 0.1840 (0.1940) loss_rec_all: 0.2106 (0.2199) loss_rec_sfr: 0.2599 (0.2851) loss_cl: -0.2795 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [07:01:19.359098] Epoch: [222] [2620/2904] eta: 0:03:33 lr: 0.002073 loss: 0.1843 (0.1939) loss_rec_all: 0.2102 (0.2198) loss_rec_sfr: 0.2641 (0.2850) loss_cl: -0.2781 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [07:01:34.273643] Epoch: [222] [2640/2904] eta: 0:03:18 lr: 0.002073 loss: 0.1866 (0.1940) loss_rec_all: 0.2126 (0.2199) loss_rec_sfr: 0.2856 (0.2852) loss_cl: -0.2793 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [07:01:49.186353] Epoch: [222] [2660/2904] eta: 0:03:03 lr: 0.002073 loss: 0.1865 (0.1940) loss_rec_all: 0.2130 (0.2199) loss_rec_sfr: 0.2648 (0.2851) loss_cl: -0.2793 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [07:02:04.099826] Epoch: [222] [2680/2904] eta: 0:02:48 lr: 0.002073 loss: 0.1857 (0.1940) loss_rec_all: 0.2120 (0.2198) loss_rec_sfr: 0.2670 (0.2850) loss_cl: -0.2798 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [07:02:19.012244] Epoch: [222] [2700/2904] eta: 0:02:33 lr: 0.002073 loss: 0.1896 (0.1940) loss_rec_all: 0.2156 (0.2199) loss_rec_sfr: 0.2570 (0.2851) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [07:02:33.926177] Epoch: [222] [2720/2904] eta: 0:02:18 lr: 0.002073 loss: 0.1845 (0.1940) loss_rec_all: 0.2104 (0.2199) loss_rec_sfr: 0.2761 (0.2853) loss_cl: -0.2780 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [07:02:48.845653] Epoch: [222] [2740/2904] eta: 0:02:03 lr: 0.002073 loss: 0.1848 (0.1940) loss_rec_all: 0.2108 (0.2199) loss_rec_sfr: 0.2725 (0.2853) loss_cl: -0.2779 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [07:03:03.760152] Epoch: [222] [2760/2904] eta: 0:01:48 lr: 0.002073 loss: 0.1837 (0.1940) loss_rec_all: 0.2097 (0.2199) loss_rec_sfr: 0.2794 (0.2854) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [07:03:18.673117] Epoch: [222] [2780/2904] eta: 0:01:33 lr: 0.002073 loss: 0.1840 (0.1940) loss_rec_all: 0.2100 (0.2199) loss_rec_sfr: 0.2594 (0.2854) loss_cl: -0.2794 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [07:03:33.589628] Epoch: [222] [2800/2904] eta: 0:01:18 lr: 0.002073 loss: 0.1837 (0.1941) loss_rec_all: 0.2102 (0.2200) loss_rec_sfr: 0.2799 (0.2856) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [07:03:48.491748] Epoch: [222] [2820/2904] eta: 0:01:03 lr: 0.002073 loss: 0.1854 (0.1941) loss_rec_all: 0.2116 (0.2200) loss_rec_sfr: 0.2693 (0.2856) loss_cl: -0.2790 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [07:04:03.439992] Epoch: [222] [2840/2904] eta: 0:00:48 lr: 0.002073 loss: 0.1872 (0.1941) loss_rec_all: 0.2131 (0.2200) loss_rec_sfr: 0.2654 (0.2856) loss_cl: -0.2789 (-0.2788) time: 0.7474 data: 0.0030 max mem: 29860 [07:04:18.330882] Epoch: [222] [2860/2904] eta: 0:00:33 lr: 0.002073 loss: 0.1842 (0.1941) loss_rec_all: 0.2107 (0.2200) loss_rec_sfr: 0.2336 (0.2855) loss_cl: -0.2789 (-0.2788) time: 0.7445 data: 0.0001 max mem: 29860 [07:04:33.222087] Epoch: [222] [2880/2904] eta: 0:00:18 lr: 0.002073 loss: 0.1851 (0.1941) loss_rec_all: 0.2109 (0.2200) loss_rec_sfr: 0.2681 (0.2856) loss_cl: -0.2789 (-0.2788) time: 0.7445 data: 0.0001 max mem: 29860 [07:04:48.117293] Epoch: [222] [2900/2904] eta: 0:00:03 lr: 0.002073 loss: 0.1868 (0.1941) loss_rec_all: 0.2131 (0.2200) loss_rec_sfr: 0.2637 (0.2856) loss_cl: -0.2785 (-0.2788) time: 0.7447 data: 0.0002 max mem: 29860 [07:04:50.360028] Epoch: [222] [2903/2904] eta: 0:00:00 lr: 0.002073 loss: 0.1855 (0.1941) loss_rec_all: 0.2110 (0.2200) loss_rec_sfr: 0.2679 (0.2857) loss_cl: -0.2786 (-0.2788) time: 0.7447 data: 0.0001 max mem: 29860 [07:04:52.531424] Epoch: [222] Total time: 0:36:25 (0.7527 s / it) [07:04:52.532384] Averaged stats: lr: 0.002073 loss: 0.1855 (0.1970) loss_rec_all: 0.2110 (0.2205) loss_rec_sfr: 0.2679 (0.2870) loss_cl: -0.2786 (-0.2556) [07:04:52.546464] log_dir: ./checkpoint/VF2_ViT-B [07:05:09.948755] Epoch: [223] [ 0/2904] eta: 14:02:11 lr: 0.002073 loss: 0.1983 (0.1983) loss_rec_all: 0.2244 (0.2244) loss_rec_sfr: 0.2708 (0.2708) loss_cl: -0.2805 (-0.2805) time: 17.4007 data: 13.7163 max mem: 29860 [07:05:26.100673] Epoch: [223] [ 20/2904] eta: 1:16:47 lr: 0.002073 loss: 0.1866 (0.2028) loss_rec_all: 0.2123 (0.2285) loss_rec_sfr: 0.2783 (0.3155) loss_cl: -0.2795 (-0.2794) time: 0.8075 data: 0.0629 max mem: 29860 [07:05:40.993527] Epoch: [223] [ 40/2904] eta: 0:56:23 lr: 0.002073 loss: 0.1886 (0.2001) loss_rec_all: 0.2142 (0.2259) loss_rec_sfr: 0.2660 (0.3025) loss_cl: -0.2783 (-0.2789) time: 0.7446 data: 0.0002 max mem: 29860 [07:05:55.888754] Epoch: [223] [ 60/2904] eta: 0:49:12 lr: 0.002073 loss: 0.1834 (0.1968) loss_rec_all: 0.2098 (0.2227) loss_rec_sfr: 0.2621 (0.2902) loss_cl: -0.2779 (-0.2786) time: 0.7447 data: 0.0003 max mem: 29860 [07:06:10.798609] Epoch: [223] [ 80/2904] eta: 0:45:27 lr: 0.002073 loss: 0.1847 (0.1947) loss_rec_all: 0.2105 (0.2206) loss_rec_sfr: 0.2561 (0.2812) loss_cl: -0.2795 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [07:06:25.711834] Epoch: [223] [ 100/2904] eta: 0:43:06 lr: 0.002073 loss: 0.1819 (0.1927) loss_rec_all: 0.2081 (0.2186) loss_rec_sfr: 0.2572 (0.2762) loss_cl: -0.2797 (-0.2789) time: 0.7456 data: 0.0003 max mem: 29860 [07:06:40.630898] Epoch: [223] [ 120/2904] eta: 0:41:26 lr: 0.002073 loss: 0.1885 (0.1944) loss_rec_all: 0.2144 (0.2203) loss_rec_sfr: 0.2852 (0.2841) loss_cl: -0.2788 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [07:06:55.554688] Epoch: [223] [ 140/2904] eta: 0:40:11 lr: 0.002073 loss: 0.1857 (0.1943) loss_rec_all: 0.2117 (0.2202) loss_rec_sfr: 0.2605 (0.2842) loss_cl: -0.2784 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [07:07:10.482969] Epoch: [223] [ 160/2904] eta: 0:39:10 lr: 0.002073 loss: 0.1817 (0.1929) loss_rec_all: 0.2077 (0.2188) loss_rec_sfr: 0.2394 (0.2800) loss_cl: -0.2793 (-0.2789) time: 0.7464 data: 0.0003 max mem: 29860 [07:07:25.437621] Epoch: [223] [ 180/2904] eta: 0:38:20 lr: 0.002073 loss: 0.1823 (0.1928) loss_rec_all: 0.2088 (0.2188) loss_rec_sfr: 0.2598 (0.2796) loss_cl: -0.2788 (-0.2789) time: 0.7477 data: 0.0003 max mem: 29860 [07:07:40.364613] Epoch: [223] [ 200/2904] eta: 0:37:37 lr: 0.002072 loss: 0.1866 (0.1927) loss_rec_all: 0.2125 (0.2186) loss_rec_sfr: 0.2653 (0.2799) loss_cl: -0.2790 (-0.2789) time: 0.7463 data: 0.0003 max mem: 29860 [07:07:55.288184] Epoch: [223] [ 220/2904] eta: 0:36:59 lr: 0.002072 loss: 0.1848 (0.1919) loss_rec_all: 0.2109 (0.2179) loss_rec_sfr: 0.2599 (0.2771) loss_cl: -0.2792 (-0.2789) time: 0.7461 data: 0.0003 max mem: 29860 [07:08:10.214440] Epoch: [223] [ 240/2904] eta: 0:36:24 lr: 0.002072 loss: 0.1859 (0.1924) loss_rec_all: 0.2119 (0.2183) loss_rec_sfr: 0.2703 (0.2792) loss_cl: -0.2788 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [07:08:25.150714] Epoch: [223] [ 260/2904] eta: 0:35:53 lr: 0.002072 loss: 0.1842 (0.1926) loss_rec_all: 0.2104 (0.2185) loss_rec_sfr: 0.2770 (0.2804) loss_cl: -0.2789 (-0.2788) time: 0.7468 data: 0.0003 max mem: 29860 [07:08:40.080794] Epoch: [223] [ 280/2904] eta: 0:35:24 lr: 0.002072 loss: 0.1808 (0.1921) loss_rec_all: 0.2071 (0.2180) loss_rec_sfr: 0.2186 (0.2777) loss_cl: -0.2785 (-0.2788) time: 0.7465 data: 0.0003 max mem: 29860 [07:08:55.013810] Epoch: [223] [ 300/2904] eta: 0:34:57 lr: 0.002072 loss: 0.1881 (0.1926) loss_rec_all: 0.2142 (0.2186) loss_rec_sfr: 0.2761 (0.2796) loss_cl: -0.2795 (-0.2788) time: 0.7466 data: 0.0003 max mem: 29860 [07:09:09.969713] Epoch: [223] [ 320/2904] eta: 0:34:32 lr: 0.002072 loss: 0.1832 (0.1926) loss_rec_all: 0.2092 (0.2185) loss_rec_sfr: 0.2607 (0.2795) loss_cl: -0.2790 (-0.2788) time: 0.7477 data: 0.0002 max mem: 29860 [07:09:24.895680] Epoch: [223] [ 340/2904] eta: 0:34:07 lr: 0.002072 loss: 0.1836 (0.1923) loss_rec_all: 0.2099 (0.2182) loss_rec_sfr: 0.2573 (0.2786) loss_cl: -0.2790 (-0.2789) time: 0.7462 data: 0.0003 max mem: 29860 [07:09:39.856915] Epoch: [223] [ 360/2904] eta: 0:33:44 lr: 0.002072 loss: 0.1846 (0.1926) loss_rec_all: 0.2106 (0.2186) loss_rec_sfr: 0.2786 (0.2803) loss_cl: -0.2795 (-0.2789) time: 0.7480 data: 0.0003 max mem: 29860 [07:09:54.780884] Epoch: [223] [ 380/2904] eta: 0:33:22 lr: 0.002072 loss: 0.1848 (0.1929) loss_rec_all: 0.2107 (0.2189) loss_rec_sfr: 0.2777 (0.2813) loss_cl: -0.2793 (-0.2789) time: 0.7461 data: 0.0003 max mem: 29860 [07:10:09.861443] Epoch: [223] [ 400/2904] eta: 0:33:01 lr: 0.002072 loss: 0.1808 (0.1926) loss_rec_all: 0.2067 (0.2186) loss_rec_sfr: 0.2158 (0.2799) loss_cl: -0.2785 (-0.2789) time: 0.7540 data: 0.0003 max mem: 29860 [07:10:24.778544] Epoch: [223] [ 420/2904] eta: 0:32:40 lr: 0.002072 loss: 0.1835 (0.1928) loss_rec_all: 0.2095 (0.2187) loss_rec_sfr: 0.2762 (0.2803) loss_cl: -0.2787 (-0.2789) time: 0.7458 data: 0.0003 max mem: 29860 [07:10:39.713578] Epoch: [223] [ 440/2904] eta: 0:32:19 lr: 0.002072 loss: 0.1857 (0.1930) loss_rec_all: 0.2115 (0.2189) loss_rec_sfr: 0.2741 (0.2809) loss_cl: -0.2779 (-0.2788) time: 0.7467 data: 0.0003 max mem: 29860 [07:10:54.647713] Epoch: [223] [ 460/2904] eta: 0:31:59 lr: 0.002072 loss: 0.1823 (0.1930) loss_rec_all: 0.2081 (0.2189) loss_rec_sfr: 0.2821 (0.2814) loss_cl: -0.2785 (-0.2788) time: 0.7467 data: 0.0003 max mem: 29860 [07:11:09.585191] Epoch: [223] [ 480/2904] eta: 0:31:39 lr: 0.002072 loss: 0.1870 (0.1931) loss_rec_all: 0.2131 (0.2191) loss_rec_sfr: 0.2701 (0.2820) loss_cl: -0.2797 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [07:11:24.511408] Epoch: [223] [ 500/2904] eta: 0:31:20 lr: 0.002072 loss: 0.1885 (0.1937) loss_rec_all: 0.2147 (0.2196) loss_rec_sfr: 0.2653 (0.2839) loss_cl: -0.2796 (-0.2788) time: 0.7463 data: 0.0003 max mem: 29860 [07:11:39.438420] Epoch: [223] [ 520/2904] eta: 0:31:01 lr: 0.002072 loss: 0.1834 (0.1935) loss_rec_all: 0.2094 (0.2194) loss_rec_sfr: 0.2663 (0.2833) loss_cl: -0.2779 (-0.2788) time: 0.7463 data: 0.0003 max mem: 29860 [07:11:54.363180] Epoch: [223] [ 540/2904] eta: 0:30:43 lr: 0.002072 loss: 0.1828 (0.1930) loss_rec_all: 0.2089 (0.2189) loss_rec_sfr: 0.2646 (0.2822) loss_cl: -0.2784 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [07:12:09.300836] Epoch: [223] [ 560/2904] eta: 0:30:24 lr: 0.002072 loss: 0.1800 (0.1927) loss_rec_all: 0.2058 (0.2186) loss_rec_sfr: 0.2598 (0.2813) loss_cl: -0.2791 (-0.2788) time: 0.7468 data: 0.0003 max mem: 29860 [07:12:24.221186] Epoch: [223] [ 580/2904] eta: 0:30:06 lr: 0.002072 loss: 0.1846 (0.1926) loss_rec_all: 0.2104 (0.2186) loss_rec_sfr: 0.2780 (0.2815) loss_cl: -0.2797 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [07:12:39.148754] Epoch: [223] [ 600/2904] eta: 0:29:48 lr: 0.002072 loss: 0.1795 (0.1927) loss_rec_all: 0.2054 (0.2186) loss_rec_sfr: 0.2625 (0.2815) loss_cl: -0.2790 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [07:12:54.069940] Epoch: [223] [ 620/2904] eta: 0:29:30 lr: 0.002072 loss: 0.1848 (0.1928) loss_rec_all: 0.2107 (0.2187) loss_rec_sfr: 0.2698 (0.2819) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [07:13:09.002883] Epoch: [223] [ 640/2904] eta: 0:29:13 lr: 0.002072 loss: 0.1898 (0.1932) loss_rec_all: 0.2159 (0.2191) loss_rec_sfr: 0.2738 (0.2834) loss_cl: -0.2789 (-0.2788) time: 0.7466 data: 0.0003 max mem: 29860 [07:13:23.931869] Epoch: [223] [ 660/2904] eta: 0:28:55 lr: 0.002072 loss: 0.1827 (0.1931) loss_rec_all: 0.2087 (0.2190) loss_rec_sfr: 0.2592 (0.2829) loss_cl: -0.2799 (-0.2788) time: 0.7464 data: 0.0003 max mem: 29860 [07:13:38.855925] Epoch: [223] [ 680/2904] eta: 0:28:38 lr: 0.002072 loss: 0.1848 (0.1931) loss_rec_all: 0.2105 (0.2190) loss_rec_sfr: 0.2708 (0.2830) loss_cl: -0.2781 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [07:13:53.784260] Epoch: [223] [ 700/2904] eta: 0:28:21 lr: 0.002072 loss: 0.1832 (0.1931) loss_rec_all: 0.2094 (0.2190) loss_rec_sfr: 0.2737 (0.2833) loss_cl: -0.2788 (-0.2788) time: 0.7464 data: 0.0003 max mem: 29860 [07:14:08.712387] Epoch: [223] [ 720/2904] eta: 0:28:04 lr: 0.002072 loss: 0.1828 (0.1930) loss_rec_all: 0.2093 (0.2189) loss_rec_sfr: 0.2581 (0.2826) loss_cl: -0.2790 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [07:14:23.631868] Epoch: [223] [ 740/2904] eta: 0:27:47 lr: 0.002072 loss: 0.1798 (0.1930) loss_rec_all: 0.2061 (0.2189) loss_rec_sfr: 0.2691 (0.2827) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [07:14:38.556471] Epoch: [223] [ 760/2904] eta: 0:27:30 lr: 0.002072 loss: 0.1836 (0.1930) loss_rec_all: 0.2096 (0.2189) loss_rec_sfr: 0.2648 (0.2829) loss_cl: -0.2789 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [07:14:53.475014] Epoch: [223] [ 780/2904] eta: 0:27:14 lr: 0.002072 loss: 0.1839 (0.1931) loss_rec_all: 0.2104 (0.2190) loss_rec_sfr: 0.2599 (0.2831) loss_cl: -0.2794 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [07:15:08.400590] Epoch: [223] [ 800/2904] eta: 0:26:57 lr: 0.002072 loss: 0.1851 (0.1931) loss_rec_all: 0.2111 (0.2190) loss_rec_sfr: 0.2730 (0.2833) loss_cl: -0.2792 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [07:15:23.323166] Epoch: [223] [ 820/2904] eta: 0:26:41 lr: 0.002072 loss: 0.1867 (0.1932) loss_rec_all: 0.2127 (0.2191) loss_rec_sfr: 0.2700 (0.2835) loss_cl: -0.2788 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [07:15:38.244180] Epoch: [223] [ 840/2904] eta: 0:26:24 lr: 0.002072 loss: 0.1848 (0.1933) loss_rec_all: 0.2112 (0.2192) loss_rec_sfr: 0.2741 (0.2840) loss_cl: -0.2793 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [07:15:53.161733] Epoch: [223] [ 860/2904] eta: 0:26:08 lr: 0.002072 loss: 0.1846 (0.1935) loss_rec_all: 0.2106 (0.2194) loss_rec_sfr: 0.2775 (0.2849) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [07:16:08.074070] Epoch: [223] [ 880/2904] eta: 0:25:51 lr: 0.002072 loss: 0.1872 (0.1935) loss_rec_all: 0.2136 (0.2194) loss_rec_sfr: 0.2711 (0.2847) loss_cl: -0.2794 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [07:16:22.988510] Epoch: [223] [ 900/2904] eta: 0:25:35 lr: 0.002072 loss: 0.1792 (0.1935) loss_rec_all: 0.2052 (0.2194) loss_rec_sfr: 0.2158 (0.2844) loss_cl: -0.2778 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [07:16:37.899456] Epoch: [223] [ 920/2904] eta: 0:25:19 lr: 0.002072 loss: 0.1818 (0.1933) loss_rec_all: 0.2082 (0.2192) loss_rec_sfr: 0.2645 (0.2837) loss_cl: -0.2792 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [07:16:52.809424] Epoch: [223] [ 940/2904] eta: 0:25:03 lr: 0.002072 loss: 0.1828 (0.1933) loss_rec_all: 0.2090 (0.2192) loss_rec_sfr: 0.2614 (0.2835) loss_cl: -0.2740 (-0.2787) time: 0.7455 data: 0.0003 max mem: 29860 [07:17:07.717517] Epoch: [223] [ 960/2904] eta: 0:24:47 lr: 0.002072 loss: 0.1877 (0.1934) loss_rec_all: 0.2136 (0.2193) loss_rec_sfr: 0.2726 (0.2837) loss_cl: -0.2798 (-0.2787) time: 0.7454 data: 0.0003 max mem: 29860 [07:17:22.636154] Epoch: [223] [ 980/2904] eta: 0:24:31 lr: 0.002072 loss: 0.1824 (0.1936) loss_rec_all: 0.2090 (0.2195) loss_rec_sfr: 0.2739 (0.2844) loss_cl: -0.2800 (-0.2787) time: 0.7459 data: 0.0003 max mem: 29860 [07:17:37.555187] Epoch: [223] [1000/2904] eta: 0:24:15 lr: 0.002072 loss: 0.1872 (0.1938) loss_rec_all: 0.2128 (0.2197) loss_rec_sfr: 0.2827 (0.2853) loss_cl: -0.2762 (-0.2787) time: 0.7459 data: 0.0003 max mem: 29860 [07:17:52.477859] Epoch: [223] [1020/2904] eta: 0:23:59 lr: 0.002072 loss: 0.1821 (0.1937) loss_rec_all: 0.2082 (0.2196) loss_rec_sfr: 0.2609 (0.2850) loss_cl: -0.2781 (-0.2787) time: 0.7461 data: 0.0003 max mem: 29860 [07:18:07.405140] Epoch: [223] [1040/2904] eta: 0:23:43 lr: 0.002072 loss: 0.1828 (0.1936) loss_rec_all: 0.2092 (0.2195) loss_rec_sfr: 0.2402 (0.2843) loss_cl: -0.2808 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [07:18:22.325395] Epoch: [223] [1060/2904] eta: 0:23:27 lr: 0.002071 loss: 0.1808 (0.1934) loss_rec_all: 0.2072 (0.2193) loss_rec_sfr: 0.2472 (0.2838) loss_cl: -0.2803 (-0.2787) time: 0.7460 data: 0.0003 max mem: 29860 [07:18:37.246524] Epoch: [223] [1080/2904] eta: 0:23:11 lr: 0.002071 loss: 0.1839 (0.1934) loss_rec_all: 0.2104 (0.2193) loss_rec_sfr: 0.2665 (0.2837) loss_cl: -0.2793 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [07:18:52.160000] Epoch: [223] [1100/2904] eta: 0:22:55 lr: 0.002071 loss: 0.1892 (0.1935) loss_rec_all: 0.2151 (0.2193) loss_rec_sfr: 0.2720 (0.2840) loss_cl: -0.2784 (-0.2787) time: 0.7456 data: 0.0003 max mem: 29860 [07:19:07.078899] Epoch: [223] [1120/2904] eta: 0:22:39 lr: 0.002071 loss: 0.1834 (0.1934) loss_rec_all: 0.2094 (0.2193) loss_rec_sfr: 0.2638 (0.2837) loss_cl: -0.2787 (-0.2787) time: 0.7459 data: 0.0003 max mem: 29860 [07:19:21.992757] Epoch: [223] [1140/2904] eta: 0:22:24 lr: 0.002071 loss: 0.1843 (0.1934) loss_rec_all: 0.2103 (0.2193) loss_rec_sfr: 0.2656 (0.2836) loss_cl: -0.2786 (-0.2787) time: 0.7456 data: 0.0003 max mem: 29860 [07:19:36.910502] Epoch: [223] [1160/2904] eta: 0:22:08 lr: 0.002071 loss: 0.1864 (0.1934) loss_rec_all: 0.2128 (0.2193) loss_rec_sfr: 0.2653 (0.2834) loss_cl: -0.2784 (-0.2787) time: 0.7458 data: 0.0003 max mem: 29860 [07:19:51.830119] Epoch: [223] [1180/2904] eta: 0:21:52 lr: 0.002071 loss: 0.1915 (0.1935) loss_rec_all: 0.2174 (0.2194) loss_rec_sfr: 0.2712 (0.2837) loss_cl: -0.2799 (-0.2787) time: 0.7459 data: 0.0003 max mem: 29860 [07:20:06.749420] Epoch: [223] [1200/2904] eta: 0:21:36 lr: 0.002071 loss: 0.1842 (0.1935) loss_rec_all: 0.2103 (0.2194) loss_rec_sfr: 0.2765 (0.2840) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [07:20:21.675223] Epoch: [223] [1220/2904] eta: 0:21:21 lr: 0.002071 loss: 0.1871 (0.1936) loss_rec_all: 0.2131 (0.2195) loss_rec_sfr: 0.2551 (0.2840) loss_cl: -0.2784 (-0.2787) time: 0.7462 data: 0.0003 max mem: 29860 [07:20:36.593688] Epoch: [223] [1240/2904] eta: 0:21:05 lr: 0.002071 loss: 0.1824 (0.1935) loss_rec_all: 0.2086 (0.2194) loss_rec_sfr: 0.2584 (0.2835) loss_cl: -0.2784 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [07:20:51.507173] Epoch: [223] [1260/2904] eta: 0:20:50 lr: 0.002071 loss: 0.1845 (0.1935) loss_rec_all: 0.2108 (0.2194) loss_rec_sfr: 0.2631 (0.2836) loss_cl: -0.2793 (-0.2787) time: 0.7456 data: 0.0003 max mem: 29860 [07:21:06.430998] Epoch: [223] [1280/2904] eta: 0:20:34 lr: 0.002071 loss: 0.1857 (0.1935) loss_rec_all: 0.2119 (0.2194) loss_rec_sfr: 0.2663 (0.2837) loss_cl: -0.2792 (-0.2787) time: 0.7462 data: 0.0003 max mem: 29860 [07:21:21.352297] Epoch: [223] [1300/2904] eta: 0:20:19 lr: 0.002071 loss: 0.1826 (0.1935) loss_rec_all: 0.2087 (0.2194) loss_rec_sfr: 0.2619 (0.2837) loss_cl: -0.2786 (-0.2787) time: 0.7460 data: 0.0003 max mem: 29860 [07:21:36.264934] Epoch: [223] [1320/2904] eta: 0:20:03 lr: 0.002071 loss: 0.1840 (0.1935) loss_rec_all: 0.2098 (0.2194) loss_rec_sfr: 0.2613 (0.2836) loss_cl: -0.2789 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [07:21:51.182796] Epoch: [223] [1340/2904] eta: 0:19:47 lr: 0.002071 loss: 0.1864 (0.1935) loss_rec_all: 0.2121 (0.2194) loss_rec_sfr: 0.2680 (0.2837) loss_cl: -0.2785 (-0.2787) time: 0.7458 data: 0.0003 max mem: 29860 [07:22:06.103977] Epoch: [223] [1360/2904] eta: 0:19:32 lr: 0.002071 loss: 0.1839 (0.1934) loss_rec_all: 0.2099 (0.2193) loss_rec_sfr: 0.2645 (0.2834) loss_cl: -0.2793 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [07:22:21.027555] Epoch: [223] [1380/2904] eta: 0:19:16 lr: 0.002071 loss: 0.1866 (0.1936) loss_rec_all: 0.2128 (0.2195) loss_rec_sfr: 0.2682 (0.2839) loss_cl: -0.2782 (-0.2787) time: 0.7461 data: 0.0003 max mem: 29860 [07:22:35.938174] Epoch: [223] [1400/2904] eta: 0:19:01 lr: 0.002071 loss: 0.1855 (0.1936) loss_rec_all: 0.2121 (0.2195) loss_rec_sfr: 0.2686 (0.2839) loss_cl: -0.2787 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [07:22:50.851700] Epoch: [223] [1420/2904] eta: 0:18:46 lr: 0.002071 loss: 0.1832 (0.1935) loss_rec_all: 0.2098 (0.2194) loss_rec_sfr: 0.2654 (0.2837) loss_cl: -0.2786 (-0.2787) time: 0.7456 data: 0.0003 max mem: 29860 [07:23:05.766752] Epoch: [223] [1440/2904] eta: 0:18:30 lr: 0.002071 loss: 0.1848 (0.1936) loss_rec_all: 0.2108 (0.2195) loss_rec_sfr: 0.2647 (0.2838) loss_cl: -0.2793 (-0.2787) time: 0.7457 data: 0.0003 max mem: 29860 [07:23:20.689312] Epoch: [223] [1460/2904] eta: 0:18:15 lr: 0.002071 loss: 0.1880 (0.1937) loss_rec_all: 0.2142 (0.2195) loss_rec_sfr: 0.2637 (0.2839) loss_cl: -0.2794 (-0.2787) time: 0.7461 data: 0.0003 max mem: 29860 [07:23:35.605237] Epoch: [223] [1480/2904] eta: 0:17:59 lr: 0.002071 loss: 0.1862 (0.1937) loss_rec_all: 0.2121 (0.2196) loss_rec_sfr: 0.2753 (0.2841) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [07:23:50.521206] Epoch: [223] [1500/2904] eta: 0:17:44 lr: 0.002071 loss: 0.1853 (0.1937) loss_rec_all: 0.2112 (0.2196) loss_rec_sfr: 0.2710 (0.2841) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [07:24:05.435822] Epoch: [223] [1520/2904] eta: 0:17:28 lr: 0.002071 loss: 0.1815 (0.1936) loss_rec_all: 0.2075 (0.2195) loss_rec_sfr: 0.2637 (0.2836) loss_cl: -0.2787 (-0.2787) time: 0.7457 data: 0.0003 max mem: 29860 [07:24:20.350275] Epoch: [223] [1540/2904] eta: 0:17:13 lr: 0.002071 loss: 0.1845 (0.1936) loss_rec_all: 0.2108 (0.2195) loss_rec_sfr: 0.2707 (0.2836) loss_cl: -0.2786 (-0.2787) time: 0.7457 data: 0.0005 max mem: 29860 [07:24:35.269976] Epoch: [223] [1560/2904] eta: 0:16:58 lr: 0.002071 loss: 0.1839 (0.1936) loss_rec_all: 0.2097 (0.2195) loss_rec_sfr: 0.2629 (0.2836) loss_cl: -0.2784 (-0.2787) time: 0.7459 data: 0.0003 max mem: 29860 [07:24:50.201937] Epoch: [223] [1580/2904] eta: 0:16:42 lr: 0.002071 loss: 0.1879 (0.1937) loss_rec_all: 0.2140 (0.2196) loss_rec_sfr: 0.2789 (0.2840) loss_cl: -0.2780 (-0.2787) time: 0.7466 data: 0.0003 max mem: 29860 [07:25:05.121840] Epoch: [223] [1600/2904] eta: 0:16:27 lr: 0.002071 loss: 0.1865 (0.1937) loss_rec_all: 0.2127 (0.2196) loss_rec_sfr: 0.2697 (0.2840) loss_cl: -0.2782 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [07:25:20.035544] Epoch: [223] [1620/2904] eta: 0:16:12 lr: 0.002071 loss: 0.1832 (0.1937) loss_rec_all: 0.2091 (0.2196) loss_rec_sfr: 0.2263 (0.2837) loss_cl: -0.2794 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [07:25:34.957528] Epoch: [223] [1640/2904] eta: 0:15:56 lr: 0.002071 loss: 0.1823 (0.1936) loss_rec_all: 0.2083 (0.2195) loss_rec_sfr: 0.2578 (0.2835) loss_cl: -0.2788 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [07:25:49.879105] Epoch: [223] [1660/2904] eta: 0:15:41 lr: 0.002071 loss: 0.1829 (0.1936) loss_rec_all: 0.2087 (0.2195) loss_rec_sfr: 0.2601 (0.2833) loss_cl: -0.2785 (-0.2787) time: 0.7460 data: 0.0003 max mem: 29860 [07:26:04.802014] Epoch: [223] [1680/2904] eta: 0:15:26 lr: 0.002071 loss: 0.1877 (0.1936) loss_rec_all: 0.2136 (0.2195) loss_rec_sfr: 0.2758 (0.2834) loss_cl: -0.2782 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [07:26:19.722100] Epoch: [223] [1700/2904] eta: 0:15:11 lr: 0.002071 loss: 0.1836 (0.1936) loss_rec_all: 0.2094 (0.2195) loss_rec_sfr: 0.2711 (0.2835) loss_cl: -0.2784 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [07:26:34.649345] Epoch: [223] [1720/2904] eta: 0:14:55 lr: 0.002071 loss: 0.1850 (0.1937) loss_rec_all: 0.2107 (0.2195) loss_rec_sfr: 0.2705 (0.2838) loss_cl: -0.2782 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [07:26:49.570978] Epoch: [223] [1740/2904] eta: 0:14:40 lr: 0.002071 loss: 0.1816 (0.1937) loss_rec_all: 0.2077 (0.2196) loss_rec_sfr: 0.2660 (0.2839) loss_cl: -0.2789 (-0.2787) time: 0.7460 data: 0.0003 max mem: 29860 [07:27:04.489164] Epoch: [223] [1760/2904] eta: 0:14:25 lr: 0.002071 loss: 0.1835 (0.1937) loss_rec_all: 0.2097 (0.2196) loss_rec_sfr: 0.2277 (0.2839) loss_cl: -0.2787 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [07:27:19.407804] Epoch: [223] [1780/2904] eta: 0:14:09 lr: 0.002071 loss: 0.1854 (0.1938) loss_rec_all: 0.2115 (0.2197) loss_rec_sfr: 0.2677 (0.2842) loss_cl: -0.2786 (-0.2787) time: 0.7459 data: 0.0003 max mem: 29860 [07:27:34.337984] Epoch: [223] [1800/2904] eta: 0:13:54 lr: 0.002071 loss: 0.1838 (0.1938) loss_rec_all: 0.2098 (0.2197) loss_rec_sfr: 0.2707 (0.2841) loss_cl: -0.2794 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [07:27:49.251253] Epoch: [223] [1820/2904] eta: 0:13:39 lr: 0.002071 loss: 0.1851 (0.1938) loss_rec_all: 0.2114 (0.2197) loss_rec_sfr: 0.2571 (0.2840) loss_cl: -0.2795 (-0.2787) time: 0.7456 data: 0.0003 max mem: 29860 [07:28:04.168318] Epoch: [223] [1840/2904] eta: 0:13:24 lr: 0.002071 loss: 0.1827 (0.1938) loss_rec_all: 0.2092 (0.2197) loss_rec_sfr: 0.2579 (0.2838) loss_cl: -0.2795 (-0.2787) time: 0.7458 data: 0.0003 max mem: 29860 [07:28:19.082628] Epoch: [223] [1860/2904] eta: 0:13:08 lr: 0.002071 loss: 0.1839 (0.1938) loss_rec_all: 0.2097 (0.2197) loss_rec_sfr: 0.2668 (0.2838) loss_cl: -0.2795 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [07:28:33.994912] Epoch: [223] [1880/2904] eta: 0:12:53 lr: 0.002071 loss: 0.1832 (0.1938) loss_rec_all: 0.2090 (0.2197) loss_rec_sfr: 0.2724 (0.2839) loss_cl: -0.2783 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [07:28:48.911065] Epoch: [223] [1900/2904] eta: 0:12:38 lr: 0.002070 loss: 0.1853 (0.1938) loss_rec_all: 0.2115 (0.2197) loss_rec_sfr: 0.2311 (0.2837) loss_cl: -0.2789 (-0.2787) time: 0.7458 data: 0.0003 max mem: 29860 [07:29:03.831513] Epoch: [223] [1920/2904] eta: 0:12:23 lr: 0.002070 loss: 0.1823 (0.1939) loss_rec_all: 0.2086 (0.2198) loss_rec_sfr: 0.2640 (0.2839) loss_cl: -0.2794 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [07:29:18.745202] Epoch: [223] [1940/2904] eta: 0:12:08 lr: 0.002070 loss: 0.1894 (0.1940) loss_rec_all: 0.2152 (0.2199) loss_rec_sfr: 0.2883 (0.2844) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [07:29:33.660152] Epoch: [223] [1960/2904] eta: 0:11:52 lr: 0.002070 loss: 0.1861 (0.1940) loss_rec_all: 0.2120 (0.2199) loss_rec_sfr: 0.2649 (0.2844) loss_cl: -0.2785 (-0.2787) time: 0.7457 data: 0.0003 max mem: 29860 [07:29:48.572429] Epoch: [223] [1980/2904] eta: 0:11:37 lr: 0.002070 loss: 0.1865 (0.1941) loss_rec_all: 0.2122 (0.2200) loss_rec_sfr: 0.2799 (0.2846) loss_cl: -0.2772 (-0.2787) time: 0.7456 data: 0.0003 max mem: 29860 [07:30:03.488075] Epoch: [223] [2000/2904] eta: 0:11:22 lr: 0.002070 loss: 0.1834 (0.1941) loss_rec_all: 0.2092 (0.2200) loss_rec_sfr: 0.2785 (0.2848) loss_cl: -0.2792 (-0.2787) time: 0.7457 data: 0.0003 max mem: 29860 [07:30:18.405549] Epoch: [223] [2020/2904] eta: 0:11:07 lr: 0.002070 loss: 0.1878 (0.1941) loss_rec_all: 0.2138 (0.2200) loss_rec_sfr: 0.2688 (0.2848) loss_cl: -0.2794 (-0.2787) time: 0.7458 data: 0.0003 max mem: 29860 [07:30:33.322677] Epoch: [223] [2040/2904] eta: 0:10:52 lr: 0.002070 loss: 0.1827 (0.1941) loss_rec_all: 0.2088 (0.2200) loss_rec_sfr: 0.2658 (0.2848) loss_cl: -0.2793 (-0.2787) time: 0.7458 data: 0.0003 max mem: 29860 [07:30:48.234805] Epoch: [223] [2060/2904] eta: 0:10:37 lr: 0.002070 loss: 0.1885 (0.1941) loss_rec_all: 0.2143 (0.2200) loss_rec_sfr: 0.2567 (0.2847) loss_cl: -0.2783 (-0.2787) time: 0.7456 data: 0.0003 max mem: 29860 [07:31:03.148324] Epoch: [223] [2080/2904] eta: 0:10:21 lr: 0.002070 loss: 0.1861 (0.1941) loss_rec_all: 0.2119 (0.2200) loss_rec_sfr: 0.2697 (0.2846) loss_cl: -0.2785 (-0.2787) time: 0.7456 data: 0.0003 max mem: 29860 [07:31:18.060441] Epoch: [223] [2100/2904] eta: 0:10:06 lr: 0.002070 loss: 0.1818 (0.1941) loss_rec_all: 0.2077 (0.2200) loss_rec_sfr: 0.2681 (0.2847) loss_cl: -0.2798 (-0.2787) time: 0.7455 data: 0.0003 max mem: 29860 [07:31:32.974878] Epoch: [223] [2120/2904] eta: 0:09:51 lr: 0.002070 loss: 0.1883 (0.1941) loss_rec_all: 0.2142 (0.2200) loss_rec_sfr: 0.2572 (0.2847) loss_cl: -0.2787 (-0.2787) time: 0.7457 data: 0.0003 max mem: 29860 [07:31:47.891802] Epoch: [223] [2140/2904] eta: 0:09:36 lr: 0.002070 loss: 0.1847 (0.1942) loss_rec_all: 0.2109 (0.2201) loss_rec_sfr: 0.2737 (0.2849) loss_cl: -0.2786 (-0.2787) time: 0.7458 data: 0.0003 max mem: 29860 [07:32:02.809155] Epoch: [223] [2160/2904] eta: 0:09:21 lr: 0.002070 loss: 0.1857 (0.1942) loss_rec_all: 0.2116 (0.2200) loss_rec_sfr: 0.2632 (0.2848) loss_cl: -0.2788 (-0.2787) time: 0.7458 data: 0.0003 max mem: 29860 [07:32:17.721733] Epoch: [223] [2180/2904] eta: 0:09:06 lr: 0.002070 loss: 0.1866 (0.1942) loss_rec_all: 0.2130 (0.2200) loss_rec_sfr: 0.2680 (0.2848) loss_cl: -0.2794 (-0.2787) time: 0.7456 data: 0.0003 max mem: 29860 [07:32:32.636378] Epoch: [223] [2200/2904] eta: 0:08:50 lr: 0.002070 loss: 0.1899 (0.1942) loss_rec_all: 0.2161 (0.2201) loss_rec_sfr: 0.2867 (0.2850) loss_cl: -0.2784 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [07:32:47.557710] Epoch: [223] [2220/2904] eta: 0:08:35 lr: 0.002070 loss: 0.1871 (0.1943) loss_rec_all: 0.2130 (0.2202) loss_rec_sfr: 0.2728 (0.2853) loss_cl: -0.2784 (-0.2787) time: 0.7460 data: 0.0003 max mem: 29860 [07:33:02.480822] Epoch: [223] [2240/2904] eta: 0:08:20 lr: 0.002070 loss: 0.1864 (0.1944) loss_rec_all: 0.2125 (0.2203) loss_rec_sfr: 0.2737 (0.2855) loss_cl: -0.2788 (-0.2787) time: 0.7461 data: 0.0003 max mem: 29860 [07:33:17.389619] Epoch: [223] [2260/2904] eta: 0:08:05 lr: 0.002070 loss: 0.1882 (0.1945) loss_rec_all: 0.2142 (0.2204) loss_rec_sfr: 0.2801 (0.2859) loss_cl: -0.2785 (-0.2787) time: 0.7454 data: 0.0003 max mem: 29860 [07:33:32.306538] Epoch: [223] [2280/2904] eta: 0:07:50 lr: 0.002070 loss: 0.1877 (0.1945) loss_rec_all: 0.2139 (0.2203) loss_rec_sfr: 0.2682 (0.2858) loss_cl: -0.2792 (-0.2787) time: 0.7458 data: 0.0003 max mem: 29860 [07:33:47.230174] Epoch: [223] [2300/2904] eta: 0:07:35 lr: 0.002070 loss: 0.1864 (0.1944) loss_rec_all: 0.2127 (0.2203) loss_rec_sfr: 0.2584 (0.2855) loss_cl: -0.2793 (-0.2787) time: 0.7461 data: 0.0003 max mem: 29860 [07:34:02.149051] Epoch: [223] [2320/2904] eta: 0:07:20 lr: 0.002070 loss: 0.1891 (0.1944) loss_rec_all: 0.2151 (0.2203) loss_rec_sfr: 0.2711 (0.2856) loss_cl: -0.2792 (-0.2787) time: 0.7459 data: 0.0003 max mem: 29860 [07:34:17.067837] Epoch: [223] [2340/2904] eta: 0:07:05 lr: 0.002070 loss: 0.1827 (0.1945) loss_rec_all: 0.2090 (0.2204) loss_rec_sfr: 0.2733 (0.2858) loss_cl: -0.2788 (-0.2787) time: 0.7459 data: 0.0003 max mem: 29860 [07:34:31.989311] Epoch: [223] [2360/2904] eta: 0:06:49 lr: 0.002070 loss: 0.1850 (0.1945) loss_rec_all: 0.2107 (0.2204) loss_rec_sfr: 0.2758 (0.2860) loss_cl: -0.2786 (-0.2787) time: 0.7460 data: 0.0003 max mem: 29860 [07:34:46.911468] Epoch: [223] [2380/2904] eta: 0:06:34 lr: 0.002070 loss: 0.1874 (0.1946) loss_rec_all: 0.2133 (0.2205) loss_rec_sfr: 0.2744 (0.2862) loss_cl: -0.2789 (-0.2787) time: 0.7461 data: 0.0003 max mem: 29860 [07:35:01.827261] Epoch: [223] [2400/2904] eta: 0:06:19 lr: 0.002070 loss: 0.1818 (0.1945) loss_rec_all: 0.2077 (0.2204) loss_rec_sfr: 0.2689 (0.2862) loss_cl: -0.2781 (-0.2787) time: 0.7457 data: 0.0003 max mem: 29860 [07:35:16.744313] Epoch: [223] [2420/2904] eta: 0:06:04 lr: 0.002070 loss: 0.1825 (0.1945) loss_rec_all: 0.2090 (0.2204) loss_rec_sfr: 0.2628 (0.2860) loss_cl: -0.2794 (-0.2787) time: 0.7458 data: 0.0003 max mem: 29860 [07:35:31.657731] Epoch: [223] [2440/2904] eta: 0:05:49 lr: 0.002070 loss: 0.1920 (0.1946) loss_rec_all: 0.2183 (0.2204) loss_rec_sfr: 0.2762 (0.2863) loss_cl: -0.2794 (-0.2787) time: 0.7456 data: 0.0003 max mem: 29860 [07:35:46.569686] Epoch: [223] [2460/2904] eta: 0:05:34 lr: 0.002070 loss: 0.1853 (0.1946) loss_rec_all: 0.2111 (0.2205) loss_rec_sfr: 0.2719 (0.2864) loss_cl: -0.2787 (-0.2787) time: 0.7455 data: 0.0003 max mem: 29860 [07:36:01.487839] Epoch: [223] [2480/2904] eta: 0:05:19 lr: 0.002070 loss: 0.1913 (0.1947) loss_rec_all: 0.2172 (0.2206) loss_rec_sfr: 0.2734 (0.2867) loss_cl: -0.2785 (-0.2787) time: 0.7459 data: 0.0003 max mem: 29860 [07:36:16.404852] Epoch: [223] [2500/2904] eta: 0:05:04 lr: 0.002070 loss: 0.1844 (0.1947) loss_rec_all: 0.2105 (0.2206) loss_rec_sfr: 0.2764 (0.2867) loss_cl: -0.2781 (-0.2787) time: 0.7458 data: 0.0003 max mem: 29860 [07:36:31.321894] Epoch: [223] [2520/2904] eta: 0:04:49 lr: 0.002070 loss: 0.1894 (0.1947) loss_rec_all: 0.2152 (0.2206) loss_rec_sfr: 0.2689 (0.2868) loss_cl: -0.2784 (-0.2787) time: 0.7458 data: 0.0003 max mem: 29860 [07:36:46.241125] Epoch: [223] [2540/2904] eta: 0:04:34 lr: 0.002070 loss: 0.1840 (0.1947) loss_rec_all: 0.2101 (0.2206) loss_rec_sfr: 0.2755 (0.2868) loss_cl: -0.2793 (-0.2787) time: 0.7459 data: 0.0003 max mem: 29860 [07:37:01.155661] Epoch: [223] [2560/2904] eta: 0:04:19 lr: 0.002070 loss: 0.1835 (0.1947) loss_rec_all: 0.2094 (0.2206) loss_rec_sfr: 0.2701 (0.2868) loss_cl: -0.2779 (-0.2787) time: 0.7457 data: 0.0003 max mem: 29860 [07:37:16.072328] Epoch: [223] [2580/2904] eta: 0:04:03 lr: 0.002070 loss: 0.1850 (0.1947) loss_rec_all: 0.2111 (0.2206) loss_rec_sfr: 0.2656 (0.2868) loss_cl: -0.2778 (-0.2787) time: 0.7458 data: 0.0003 max mem: 29860 [07:37:30.988924] Epoch: [223] [2600/2904] eta: 0:03:48 lr: 0.002070 loss: 0.1846 (0.1947) loss_rec_all: 0.2111 (0.2206) loss_rec_sfr: 0.2705 (0.2868) loss_cl: -0.2797 (-0.2787) time: 0.7458 data: 0.0003 max mem: 29860 [07:37:45.904583] Epoch: [223] [2620/2904] eta: 0:03:33 lr: 0.002070 loss: 0.1881 (0.1947) loss_rec_all: 0.2143 (0.2206) loss_rec_sfr: 0.2653 (0.2866) loss_cl: -0.2800 (-0.2787) time: 0.7457 data: 0.0003 max mem: 29860 [07:38:00.821063] Epoch: [223] [2640/2904] eta: 0:03:18 lr: 0.002070 loss: 0.1819 (0.1946) loss_rec_all: 0.2083 (0.2205) loss_rec_sfr: 0.2646 (0.2866) loss_cl: -0.2801 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [07:38:15.736767] Epoch: [223] [2660/2904] eta: 0:03:03 lr: 0.002070 loss: 0.1843 (0.1946) loss_rec_all: 0.2101 (0.2205) loss_rec_sfr: 0.2821 (0.2867) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [07:38:30.655002] Epoch: [223] [2680/2904] eta: 0:02:48 lr: 0.002070 loss: 0.1858 (0.1946) loss_rec_all: 0.2120 (0.2205) loss_rec_sfr: 0.2376 (0.2864) loss_cl: -0.2776 (-0.2787) time: 0.7459 data: 0.0003 max mem: 29860 [07:38:45.577582] Epoch: [223] [2700/2904] eta: 0:02:33 lr: 0.002070 loss: 0.1849 (0.1946) loss_rec_all: 0.2113 (0.2205) loss_rec_sfr: 0.2447 (0.2864) loss_cl: -0.2786 (-0.2787) time: 0.7461 data: 0.0003 max mem: 29860 [07:39:00.495973] Epoch: [223] [2720/2904] eta: 0:02:18 lr: 0.002070 loss: 0.1840 (0.1946) loss_rec_all: 0.2101 (0.2205) loss_rec_sfr: 0.2720 (0.2864) loss_cl: -0.2791 (-0.2787) time: 0.7459 data: 0.0003 max mem: 29860 [07:39:15.416064] Epoch: [223] [2740/2904] eta: 0:02:03 lr: 0.002070 loss: 0.1921 (0.1947) loss_rec_all: 0.2182 (0.2206) loss_rec_sfr: 0.2821 (0.2868) loss_cl: -0.2790 (-0.2787) time: 0.7460 data: 0.0003 max mem: 29860 [07:39:30.334704] Epoch: [223] [2760/2904] eta: 0:01:48 lr: 0.002069 loss: 0.1785 (0.1947) loss_rec_all: 0.2049 (0.2205) loss_rec_sfr: 0.2599 (0.2867) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [07:39:45.258258] Epoch: [223] [2780/2904] eta: 0:01:33 lr: 0.002069 loss: 0.1823 (0.1946) loss_rec_all: 0.2087 (0.2205) loss_rec_sfr: 0.2473 (0.2865) loss_cl: -0.2785 (-0.2787) time: 0.7461 data: 0.0003 max mem: 29860 [07:40:00.177250] Epoch: [223] [2800/2904] eta: 0:01:18 lr: 0.002069 loss: 0.1821 (0.1946) loss_rec_all: 0.2081 (0.2205) loss_rec_sfr: 0.2759 (0.2865) loss_cl: -0.2783 (-0.2787) time: 0.7459 data: 0.0003 max mem: 29860 [07:40:15.087593] Epoch: [223] [2820/2904] eta: 0:01:03 lr: 0.002069 loss: 0.1847 (0.1946) loss_rec_all: 0.2111 (0.2205) loss_rec_sfr: 0.2670 (0.2866) loss_cl: -0.2781 (-0.2787) time: 0.7455 data: 0.0003 max mem: 29860 [07:40:30.033687] Epoch: [223] [2840/2904] eta: 0:00:48 lr: 0.002069 loss: 0.1924 (0.1947) loss_rec_all: 0.2184 (0.2206) loss_rec_sfr: 0.2741 (0.2868) loss_cl: -0.2794 (-0.2787) time: 0.7473 data: 0.0028 max mem: 29860 [07:40:44.935430] Epoch: [223] [2860/2904] eta: 0:00:33 lr: 0.002069 loss: 0.1859 (0.1947) loss_rec_all: 0.2123 (0.2205) loss_rec_sfr: 0.2608 (0.2866) loss_cl: -0.2798 (-0.2788) time: 0.7450 data: 0.0001 max mem: 29860 [07:40:59.835340] Epoch: [223] [2880/2904] eta: 0:00:18 lr: 0.002069 loss: 0.1905 (0.1947) loss_rec_all: 0.2163 (0.2206) loss_rec_sfr: 0.2733 (0.2868) loss_cl: -0.2801 (-0.2788) time: 0.7450 data: 0.0001 max mem: 29860 [07:41:14.737117] Epoch: [223] [2900/2904] eta: 0:00:03 lr: 0.002069 loss: 0.1851 (0.1947) loss_rec_all: 0.2109 (0.2206) loss_rec_sfr: 0.2769 (0.2869) loss_cl: -0.2775 (-0.2788) time: 0.7451 data: 0.0001 max mem: 29860 [07:41:16.980007] Epoch: [223] [2903/2904] eta: 0:00:00 lr: 0.002069 loss: 0.1846 (0.1947) loss_rec_all: 0.2103 (0.2206) loss_rec_sfr: 0.2698 (0.2869) loss_cl: -0.2775 (-0.2788) time: 0.7450 data: 0.0001 max mem: 29860 [07:41:19.094942] Epoch: [223] Total time: 0:36:26 (0.7529 s / it) [07:41:19.096860] Averaged stats: lr: 0.002069 loss: 0.1846 (0.1969) loss_rec_all: 0.2103 (0.2205) loss_rec_sfr: 0.2698 (0.2861) loss_cl: -0.2775 (-0.2555) [07:41:19.101547] log_dir: ./checkpoint/VF2_ViT-B [07:41:38.033278] Epoch: [224] [ 0/2904] eta: 15:16:15 lr: 0.002069 loss: 0.1885 (0.1885) loss_rec_all: 0.2145 (0.2145) loss_rec_sfr: 0.2455 (0.2455) loss_cl: -0.2770 (-0.2770) time: 18.9310 data: 16.1391 max mem: 29860 [07:41:52.921835] Epoch: [224] [ 20/2904] eta: 1:17:24 lr: 0.002069 loss: 0.1869 (0.1913) loss_rec_all: 0.2133 (0.2173) loss_rec_sfr: 0.2539 (0.2626) loss_cl: -0.2778 (-0.2780) time: 0.7444 data: 0.0002 max mem: 29860 [07:42:07.801617] Epoch: [224] [ 40/2904] eta: 0:56:41 lr: 0.002069 loss: 0.1880 (0.1993) loss_rec_all: 0.2140 (0.2251) loss_rec_sfr: 0.2631 (0.2901) loss_cl: -0.2796 (-0.2788) time: 0.7439 data: 0.0002 max mem: 29860 [07:42:22.695326] Epoch: [224] [ 60/2904] eta: 0:49:24 lr: 0.002069 loss: 0.1827 (0.1996) loss_rec_all: 0.2091 (0.2255) loss_rec_sfr: 0.2334 (0.2910) loss_cl: -0.2795 (-0.2791) time: 0.7446 data: 0.0003 max mem: 29860 [07:42:37.584058] Epoch: [224] [ 80/2904] eta: 0:45:36 lr: 0.002069 loss: 0.1858 (0.1987) loss_rec_all: 0.2122 (0.2245) loss_rec_sfr: 0.2646 (0.2921) loss_cl: -0.2793 (-0.2791) time: 0.7444 data: 0.0002 max mem: 29860 [07:42:52.483093] Epoch: [224] [ 100/2904] eta: 0:43:12 lr: 0.002069 loss: 0.1824 (0.1963) loss_rec_all: 0.2086 (0.2222) loss_rec_sfr: 0.2604 (0.2853) loss_cl: -0.2785 (-0.2790) time: 0.7449 data: 0.0003 max mem: 29860 [07:43:07.393444] Epoch: [224] [ 120/2904] eta: 0:41:31 lr: 0.002069 loss: 0.1863 (0.1959) loss_rec_all: 0.2121 (0.2217) loss_rec_sfr: 0.2625 (0.2851) loss_cl: -0.2784 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [07:43:22.316958] Epoch: [224] [ 140/2904] eta: 0:40:15 lr: 0.002069 loss: 0.1858 (0.1965) loss_rec_all: 0.2119 (0.2223) loss_rec_sfr: 0.2777 (0.2873) loss_cl: -0.2790 (-0.2789) time: 0.7461 data: 0.0003 max mem: 29860 [07:43:37.244509] Epoch: [224] [ 160/2904] eta: 0:39:14 lr: 0.002069 loss: 0.1838 (0.1952) loss_rec_all: 0.2095 (0.2211) loss_rec_sfr: 0.2624 (0.2841) loss_cl: -0.2786 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [07:43:52.181458] Epoch: [224] [ 180/2904] eta: 0:38:23 lr: 0.002069 loss: 0.1858 (0.1948) loss_rec_all: 0.2118 (0.2207) loss_rec_sfr: 0.2651 (0.2833) loss_cl: -0.2782 (-0.2788) time: 0.7468 data: 0.0003 max mem: 29860 [07:44:07.101117] Epoch: [224] [ 200/2904] eta: 0:37:39 lr: 0.002069 loss: 0.1844 (0.1943) loss_rec_all: 0.2103 (0.2202) loss_rec_sfr: 0.2670 (0.2812) loss_cl: -0.2800 (-0.2789) time: 0.7459 data: 0.0003 max mem: 29860 [07:44:22.162206] Epoch: [224] [ 220/2904] eta: 0:37:03 lr: 0.002069 loss: 0.1854 (0.1940) loss_rec_all: 0.2112 (0.2199) loss_rec_sfr: 0.2650 (0.2807) loss_cl: -0.2786 (-0.2788) time: 0.7530 data: 0.0002 max mem: 29860 [07:44:37.084215] Epoch: [224] [ 240/2904] eta: 0:36:28 lr: 0.002069 loss: 0.1854 (0.1943) loss_rec_all: 0.2114 (0.2202) loss_rec_sfr: 0.2753 (0.2826) loss_cl: -0.2777 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [07:44:52.006063] Epoch: [224] [ 260/2904] eta: 0:35:56 lr: 0.002069 loss: 0.1859 (0.1940) loss_rec_all: 0.2119 (0.2199) loss_rec_sfr: 0.2733 (0.2823) loss_cl: -0.2793 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [07:45:06.928141] Epoch: [224] [ 280/2904] eta: 0:35:27 lr: 0.002069 loss: 0.1805 (0.1939) loss_rec_all: 0.2065 (0.2198) loss_rec_sfr: 0.2675 (0.2826) loss_cl: -0.2794 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [07:45:21.893299] Epoch: [224] [ 300/2904] eta: 0:35:00 lr: 0.002069 loss: 0.1773 (0.1937) loss_rec_all: 0.2035 (0.2196) loss_rec_sfr: 0.2582 (0.2819) loss_cl: -0.2789 (-0.2788) time: 0.7482 data: 0.0002 max mem: 29860 [07:45:36.811850] Epoch: [224] [ 320/2904] eta: 0:34:34 lr: 0.002069 loss: 0.1864 (0.1944) loss_rec_all: 0.2125 (0.2203) loss_rec_sfr: 0.2674 (0.2843) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [07:45:51.735608] Epoch: [224] [ 340/2904] eta: 0:34:09 lr: 0.002069 loss: 0.1830 (0.1943) loss_rec_all: 0.2093 (0.2202) loss_rec_sfr: 0.2435 (0.2835) loss_cl: -0.2796 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [07:46:06.654857] Epoch: [224] [ 360/2904] eta: 0:33:46 lr: 0.002069 loss: 0.1905 (0.1946) loss_rec_all: 0.2166 (0.2205) loss_rec_sfr: 0.2726 (0.2844) loss_cl: -0.2795 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [07:46:21.603941] Epoch: [224] [ 380/2904] eta: 0:33:23 lr: 0.002069 loss: 0.1907 (0.1948) loss_rec_all: 0.2170 (0.2207) loss_rec_sfr: 0.2735 (0.2849) loss_cl: -0.2783 (-0.2788) time: 0.7474 data: 0.0002 max mem: 29860 [07:46:36.525596] Epoch: [224] [ 400/2904] eta: 0:33:02 lr: 0.002069 loss: 0.1867 (0.1954) loss_rec_all: 0.2127 (0.2213) loss_rec_sfr: 0.2691 (0.2867) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [07:46:51.438144] Epoch: [224] [ 420/2904] eta: 0:32:40 lr: 0.002069 loss: 0.1839 (0.1950) loss_rec_all: 0.2098 (0.2208) loss_rec_sfr: 0.2542 (0.2853) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [07:47:06.356939] Epoch: [224] [ 440/2904] eta: 0:32:20 lr: 0.002069 loss: 0.1848 (0.1949) loss_rec_all: 0.2110 (0.2208) loss_rec_sfr: 0.2632 (0.2851) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [07:47:21.271283] Epoch: [224] [ 460/2904] eta: 0:31:59 lr: 0.002069 loss: 0.1853 (0.1949) loss_rec_all: 0.2114 (0.2208) loss_rec_sfr: 0.2733 (0.2856) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [07:47:36.187784] Epoch: [224] [ 480/2904] eta: 0:31:40 lr: 0.002069 loss: 0.1831 (0.1950) loss_rec_all: 0.2091 (0.2209) loss_rec_sfr: 0.2839 (0.2868) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [07:47:51.108667] Epoch: [224] [ 500/2904] eta: 0:31:20 lr: 0.002069 loss: 0.1831 (0.1945) loss_rec_all: 0.2093 (0.2204) loss_rec_sfr: 0.2676 (0.2854) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [07:48:06.030497] Epoch: [224] [ 520/2904] eta: 0:31:01 lr: 0.002069 loss: 0.1822 (0.1943) loss_rec_all: 0.2086 (0.2202) loss_rec_sfr: 0.2654 (0.2848) loss_cl: -0.2788 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [07:48:20.951630] Epoch: [224] [ 540/2904] eta: 0:30:43 lr: 0.002069 loss: 0.1848 (0.1944) loss_rec_all: 0.2109 (0.2203) loss_rec_sfr: 0.2671 (0.2851) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [07:48:35.871740] Epoch: [224] [ 560/2904] eta: 0:30:24 lr: 0.002069 loss: 0.1817 (0.1942) loss_rec_all: 0.2081 (0.2201) loss_rec_sfr: 0.2719 (0.2848) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [07:48:50.790737] Epoch: [224] [ 580/2904] eta: 0:30:06 lr: 0.002069 loss: 0.1865 (0.1943) loss_rec_all: 0.2121 (0.2202) loss_rec_sfr: 0.2644 (0.2849) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [07:49:05.707180] Epoch: [224] [ 600/2904] eta: 0:29:48 lr: 0.002069 loss: 0.1866 (0.1942) loss_rec_all: 0.2124 (0.2201) loss_rec_sfr: 0.2618 (0.2848) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [07:49:20.636103] Epoch: [224] [ 620/2904] eta: 0:29:30 lr: 0.002069 loss: 0.1925 (0.1944) loss_rec_all: 0.2186 (0.2203) loss_rec_sfr: 0.2694 (0.2852) loss_cl: -0.2793 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [07:49:35.555201] Epoch: [224] [ 640/2904] eta: 0:29:13 lr: 0.002069 loss: 0.1832 (0.1943) loss_rec_all: 0.2091 (0.2202) loss_rec_sfr: 0.2684 (0.2850) loss_cl: -0.2796 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [07:49:50.474882] Epoch: [224] [ 660/2904] eta: 0:28:55 lr: 0.002069 loss: 0.1814 (0.1943) loss_rec_all: 0.2076 (0.2202) loss_rec_sfr: 0.2627 (0.2848) loss_cl: -0.2783 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [07:50:05.395267] Epoch: [224] [ 680/2904] eta: 0:28:38 lr: 0.002069 loss: 0.1860 (0.1944) loss_rec_all: 0.2120 (0.2203) loss_rec_sfr: 0.2599 (0.2847) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [07:50:20.314359] Epoch: [224] [ 700/2904] eta: 0:28:21 lr: 0.002068 loss: 0.1895 (0.1945) loss_rec_all: 0.2154 (0.2204) loss_rec_sfr: 0.2767 (0.2850) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [07:50:35.236106] Epoch: [224] [ 720/2904] eta: 0:28:04 lr: 0.002068 loss: 0.1879 (0.1946) loss_rec_all: 0.2141 (0.2205) loss_rec_sfr: 0.2384 (0.2851) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [07:50:50.155115] Epoch: [224] [ 740/2904] eta: 0:27:47 lr: 0.002068 loss: 0.1893 (0.1947) loss_rec_all: 0.2152 (0.2206) loss_rec_sfr: 0.2712 (0.2857) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [07:51:05.075586] Epoch: [224] [ 760/2904] eta: 0:27:30 lr: 0.002068 loss: 0.1871 (0.1951) loss_rec_all: 0.2133 (0.2210) loss_rec_sfr: 0.2836 (0.2869) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [07:51:19.993077] Epoch: [224] [ 780/2904] eta: 0:27:14 lr: 0.002068 loss: 0.1801 (0.1949) loss_rec_all: 0.2061 (0.2208) loss_rec_sfr: 0.2508 (0.2861) loss_cl: -0.2782 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [07:51:34.911544] Epoch: [224] [ 800/2904] eta: 0:26:57 lr: 0.002068 loss: 0.1854 (0.1948) loss_rec_all: 0.2114 (0.2207) loss_rec_sfr: 0.2647 (0.2858) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [07:51:49.834911] Epoch: [224] [ 820/2904] eta: 0:26:40 lr: 0.002068 loss: 0.1860 (0.1950) loss_rec_all: 0.2126 (0.2209) loss_rec_sfr: 0.2658 (0.2865) loss_cl: -0.2799 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [07:52:04.758654] Epoch: [224] [ 840/2904] eta: 0:26:24 lr: 0.002068 loss: 0.1873 (0.1951) loss_rec_all: 0.2140 (0.2210) loss_rec_sfr: 0.2683 (0.2868) loss_cl: -0.2797 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [07:52:19.683154] Epoch: [224] [ 860/2904] eta: 0:26:08 lr: 0.002068 loss: 0.1856 (0.1950) loss_rec_all: 0.2119 (0.2209) loss_rec_sfr: 0.2499 (0.2862) loss_cl: -0.2792 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [07:52:34.603126] Epoch: [224] [ 880/2904] eta: 0:25:51 lr: 0.002068 loss: 0.1835 (0.1950) loss_rec_all: 0.2093 (0.2208) loss_rec_sfr: 0.2666 (0.2860) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [07:52:49.524991] Epoch: [224] [ 900/2904] eta: 0:25:35 lr: 0.002068 loss: 0.1849 (0.1951) loss_rec_all: 0.2107 (0.2210) loss_rec_sfr: 0.2807 (0.2865) loss_cl: -0.2785 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [07:53:04.454403] Epoch: [224] [ 920/2904] eta: 0:25:19 lr: 0.002068 loss: 0.1880 (0.1953) loss_rec_all: 0.2141 (0.2212) loss_rec_sfr: 0.2755 (0.2873) loss_cl: -0.2791 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [07:53:19.377986] Epoch: [224] [ 940/2904] eta: 0:25:03 lr: 0.002068 loss: 0.1865 (0.1954) loss_rec_all: 0.2128 (0.2212) loss_rec_sfr: 0.2694 (0.2874) loss_cl: -0.2785 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [07:53:34.297820] Epoch: [224] [ 960/2904] eta: 0:24:47 lr: 0.002068 loss: 0.1854 (0.1954) loss_rec_all: 0.2118 (0.2213) loss_rec_sfr: 0.2681 (0.2875) loss_cl: -0.2794 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [07:53:49.215073] Epoch: [224] [ 980/2904] eta: 0:24:31 lr: 0.002068 loss: 0.1891 (0.1956) loss_rec_all: 0.2151 (0.2215) loss_rec_sfr: 0.2757 (0.2881) loss_cl: -0.2783 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [07:54:04.132137] Epoch: [224] [1000/2904] eta: 0:24:15 lr: 0.002068 loss: 0.1848 (0.1956) loss_rec_all: 0.2107 (0.2215) loss_rec_sfr: 0.2378 (0.2879) loss_cl: -0.2776 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [07:54:19.049401] Epoch: [224] [1020/2904] eta: 0:23:59 lr: 0.002068 loss: 0.1840 (0.1955) loss_rec_all: 0.2102 (0.2214) loss_rec_sfr: 0.2520 (0.2875) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [07:54:33.964062] Epoch: [224] [1040/2904] eta: 0:23:43 lr: 0.002068 loss: 0.1808 (0.1954) loss_rec_all: 0.2073 (0.2212) loss_rec_sfr: 0.2602 (0.2871) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [07:54:48.887824] Epoch: [224] [1060/2904] eta: 0:23:27 lr: 0.002068 loss: 0.1818 (0.1952) loss_rec_all: 0.2082 (0.2210) loss_rec_sfr: 0.2379 (0.2864) loss_cl: -0.2783 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [07:55:03.811148] Epoch: [224] [1080/2904] eta: 0:23:11 lr: 0.002068 loss: 0.1881 (0.1954) loss_rec_all: 0.2139 (0.2212) loss_rec_sfr: 0.2646 (0.2870) loss_cl: -0.2796 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [07:55:18.732962] Epoch: [224] [1100/2904] eta: 0:22:55 lr: 0.002068 loss: 0.1827 (0.1954) loss_rec_all: 0.2087 (0.2213) loss_rec_sfr: 0.2709 (0.2870) loss_cl: -0.2797 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [07:55:33.653088] Epoch: [224] [1120/2904] eta: 0:22:39 lr: 0.002068 loss: 0.1838 (0.1954) loss_rec_all: 0.2097 (0.2213) loss_rec_sfr: 0.2668 (0.2874) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [07:55:48.572536] Epoch: [224] [1140/2904] eta: 0:22:24 lr: 0.002068 loss: 0.1829 (0.1953) loss_rec_all: 0.2092 (0.2212) loss_rec_sfr: 0.2287 (0.2866) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [07:56:03.502445] Epoch: [224] [1160/2904] eta: 0:22:08 lr: 0.002068 loss: 0.1851 (0.1953) loss_rec_all: 0.2110 (0.2212) loss_rec_sfr: 0.2756 (0.2869) loss_cl: -0.2788 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [07:56:18.425844] Epoch: [224] [1180/2904] eta: 0:21:52 lr: 0.002068 loss: 0.1858 (0.1954) loss_rec_all: 0.2118 (0.2213) loss_rec_sfr: 0.2824 (0.2873) loss_cl: -0.2791 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [07:56:33.347701] Epoch: [224] [1200/2904] eta: 0:21:37 lr: 0.002068 loss: 0.1803 (0.1952) loss_rec_all: 0.2068 (0.2211) loss_rec_sfr: 0.2694 (0.2869) loss_cl: -0.2783 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [07:56:48.268918] Epoch: [224] [1220/2904] eta: 0:21:21 lr: 0.002068 loss: 0.1841 (0.1953) loss_rec_all: 0.2106 (0.2212) loss_rec_sfr: 0.2687 (0.2872) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [07:57:03.191799] Epoch: [224] [1240/2904] eta: 0:21:05 lr: 0.002068 loss: 0.1820 (0.1952) loss_rec_all: 0.2077 (0.2211) loss_rec_sfr: 0.2435 (0.2868) loss_cl: -0.2786 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [07:57:18.114932] Epoch: [224] [1260/2904] eta: 0:20:50 lr: 0.002068 loss: 0.1839 (0.1954) loss_rec_all: 0.2097 (0.2212) loss_rec_sfr: 0.2806 (0.2874) loss_cl: -0.2784 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [07:57:33.034726] Epoch: [224] [1280/2904] eta: 0:20:34 lr: 0.002068 loss: 0.1869 (0.1953) loss_rec_all: 0.2128 (0.2212) loss_rec_sfr: 0.2656 (0.2873) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [07:57:47.954053] Epoch: [224] [1300/2904] eta: 0:20:19 lr: 0.002068 loss: 0.1815 (0.1953) loss_rec_all: 0.2075 (0.2211) loss_rec_sfr: 0.2615 (0.2872) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [07:58:02.873479] Epoch: [224] [1320/2904] eta: 0:20:03 lr: 0.002068 loss: 0.1860 (0.1953) loss_rec_all: 0.2124 (0.2212) loss_rec_sfr: 0.2716 (0.2873) loss_cl: -0.2797 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [07:58:17.789322] Epoch: [224] [1340/2904] eta: 0:19:48 lr: 0.002068 loss: 0.1815 (0.1952) loss_rec_all: 0.2076 (0.2211) loss_rec_sfr: 0.2431 (0.2870) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [07:58:32.708966] Epoch: [224] [1360/2904] eta: 0:19:32 lr: 0.002068 loss: 0.1837 (0.1952) loss_rec_all: 0.2097 (0.2211) loss_rec_sfr: 0.2625 (0.2869) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [07:58:47.629523] Epoch: [224] [1380/2904] eta: 0:19:17 lr: 0.002068 loss: 0.1846 (0.1952) loss_rec_all: 0.2107 (0.2211) loss_rec_sfr: 0.2560 (0.2868) loss_cl: -0.2780 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [07:59:02.545417] Epoch: [224] [1400/2904] eta: 0:19:01 lr: 0.002068 loss: 0.1846 (0.1952) loss_rec_all: 0.2109 (0.2210) loss_rec_sfr: 0.2726 (0.2867) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [07:59:17.462061] Epoch: [224] [1420/2904] eta: 0:18:46 lr: 0.002068 loss: 0.1828 (0.1951) loss_rec_all: 0.2092 (0.2210) loss_rec_sfr: 0.2633 (0.2864) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [07:59:32.383323] Epoch: [224] [1440/2904] eta: 0:18:30 lr: 0.002068 loss: 0.1824 (0.1951) loss_rec_all: 0.2084 (0.2210) loss_rec_sfr: 0.2745 (0.2865) loss_cl: -0.2795 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [07:59:47.302497] Epoch: [224] [1460/2904] eta: 0:18:15 lr: 0.002068 loss: 0.1844 (0.1952) loss_rec_all: 0.2110 (0.2211) loss_rec_sfr: 0.2652 (0.2869) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [08:00:02.222235] Epoch: [224] [1480/2904] eta: 0:17:59 lr: 0.002068 loss: 0.1846 (0.1952) loss_rec_all: 0.2104 (0.2210) loss_rec_sfr: 0.2613 (0.2865) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [08:00:17.147649] Epoch: [224] [1500/2904] eta: 0:17:44 lr: 0.002068 loss: 0.1831 (0.1952) loss_rec_all: 0.2093 (0.2210) loss_rec_sfr: 0.2589 (0.2864) loss_cl: -0.2785 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [08:00:32.074710] Epoch: [224] [1520/2904] eta: 0:17:29 lr: 0.002068 loss: 0.1901 (0.1952) loss_rec_all: 0.2157 (0.2211) loss_rec_sfr: 0.2814 (0.2867) loss_cl: -0.2793 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [08:00:46.998853] Epoch: [224] [1540/2904] eta: 0:17:13 lr: 0.002067 loss: 0.1832 (0.1952) loss_rec_all: 0.2094 (0.2211) loss_rec_sfr: 0.2640 (0.2867) loss_cl: -0.2788 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [08:01:01.917678] Epoch: [224] [1560/2904] eta: 0:16:58 lr: 0.002067 loss: 0.1835 (0.1951) loss_rec_all: 0.2092 (0.2210) loss_rec_sfr: 0.2688 (0.2865) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [08:01:16.841228] Epoch: [224] [1580/2904] eta: 0:16:42 lr: 0.002067 loss: 0.1817 (0.1951) loss_rec_all: 0.2077 (0.2209) loss_rec_sfr: 0.2639 (0.2862) loss_cl: -0.2790 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [08:01:31.763921] Epoch: [224] [1600/2904] eta: 0:16:27 lr: 0.002067 loss: 0.1838 (0.1951) loss_rec_all: 0.2095 (0.2209) loss_rec_sfr: 0.2747 (0.2864) loss_cl: -0.2794 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [08:01:46.692233] Epoch: [224] [1620/2904] eta: 0:16:12 lr: 0.002067 loss: 0.1910 (0.1951) loss_rec_all: 0.2170 (0.2210) loss_rec_sfr: 0.2624 (0.2866) loss_cl: -0.2786 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [08:02:01.614728] Epoch: [224] [1640/2904] eta: 0:15:57 lr: 0.002067 loss: 0.1892 (0.1953) loss_rec_all: 0.2153 (0.2211) loss_rec_sfr: 0.2743 (0.2870) loss_cl: -0.2779 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [08:02:16.533615] Epoch: [224] [1660/2904] eta: 0:15:41 lr: 0.002067 loss: 0.1868 (0.1953) loss_rec_all: 0.2128 (0.2212) loss_rec_sfr: 0.2662 (0.2871) loss_cl: -0.2781 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [08:02:31.447288] Epoch: [224] [1680/2904] eta: 0:15:26 lr: 0.002067 loss: 0.1833 (0.1952) loss_rec_all: 0.2099 (0.2211) loss_rec_sfr: 0.2491 (0.2867) loss_cl: -0.2794 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [08:02:46.362836] Epoch: [224] [1700/2904] eta: 0:15:11 lr: 0.002067 loss: 0.1822 (0.1951) loss_rec_all: 0.2083 (0.2210) loss_rec_sfr: 0.2679 (0.2865) loss_cl: -0.2793 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [08:03:01.281965] Epoch: [224] [1720/2904] eta: 0:14:55 lr: 0.002067 loss: 0.1836 (0.1951) loss_rec_all: 0.2096 (0.2210) loss_rec_sfr: 0.2687 (0.2865) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [08:03:16.205029] Epoch: [224] [1740/2904] eta: 0:14:40 lr: 0.002067 loss: 0.1813 (0.1951) loss_rec_all: 0.2079 (0.2210) loss_rec_sfr: 0.2359 (0.2866) loss_cl: -0.2791 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [08:03:31.124482] Epoch: [224] [1760/2904] eta: 0:14:25 lr: 0.002067 loss: 0.1835 (0.1951) loss_rec_all: 0.2095 (0.2210) loss_rec_sfr: 0.2731 (0.2866) loss_cl: -0.2795 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [08:03:46.043995] Epoch: [224] [1780/2904] eta: 0:14:10 lr: 0.002067 loss: 0.1898 (0.1952) loss_rec_all: 0.2159 (0.2210) loss_rec_sfr: 0.2643 (0.2867) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [08:04:00.961844] Epoch: [224] [1800/2904] eta: 0:13:54 lr: 0.002067 loss: 0.1831 (0.1951) loss_rec_all: 0.2091 (0.2209) loss_rec_sfr: 0.2637 (0.2864) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [08:04:15.882138] Epoch: [224] [1820/2904] eta: 0:13:39 lr: 0.002067 loss: 0.1852 (0.1951) loss_rec_all: 0.2115 (0.2210) loss_rec_sfr: 0.2686 (0.2865) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [08:04:30.802566] Epoch: [224] [1840/2904] eta: 0:13:24 lr: 0.002067 loss: 0.1846 (0.1951) loss_rec_all: 0.2107 (0.2209) loss_rec_sfr: 0.2685 (0.2865) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [08:04:45.722609] Epoch: [224] [1860/2904] eta: 0:13:09 lr: 0.002067 loss: 0.1873 (0.1950) loss_rec_all: 0.2133 (0.2209) loss_rec_sfr: 0.2589 (0.2863) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [08:05:00.640637] Epoch: [224] [1880/2904] eta: 0:12:53 lr: 0.002067 loss: 0.1827 (0.1950) loss_rec_all: 0.2091 (0.2209) loss_rec_sfr: 0.2712 (0.2863) loss_cl: -0.2794 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [08:05:15.559823] Epoch: [224] [1900/2904] eta: 0:12:38 lr: 0.002067 loss: 0.1820 (0.1950) loss_rec_all: 0.2080 (0.2208) loss_rec_sfr: 0.2597 (0.2861) loss_cl: -0.2796 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [08:05:30.481437] Epoch: [224] [1920/2904] eta: 0:12:23 lr: 0.002067 loss: 0.1814 (0.1949) loss_rec_all: 0.2076 (0.2208) loss_rec_sfr: 0.2362 (0.2858) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [08:05:45.400989] Epoch: [224] [1940/2904] eta: 0:12:08 lr: 0.002067 loss: 0.1827 (0.1948) loss_rec_all: 0.2087 (0.2207) loss_rec_sfr: 0.2648 (0.2857) loss_cl: -0.2783 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [08:06:00.320128] Epoch: [224] [1960/2904] eta: 0:11:53 lr: 0.002067 loss: 0.1855 (0.1949) loss_rec_all: 0.2119 (0.2208) loss_rec_sfr: 0.2696 (0.2859) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [08:06:15.234332] Epoch: [224] [1980/2904] eta: 0:11:37 lr: 0.002067 loss: 0.1880 (0.1949) loss_rec_all: 0.2140 (0.2208) loss_rec_sfr: 0.2797 (0.2860) loss_cl: -0.2797 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [08:06:30.157479] Epoch: [224] [2000/2904] eta: 0:11:22 lr: 0.002067 loss: 0.1831 (0.1949) loss_rec_all: 0.2090 (0.2208) loss_rec_sfr: 0.2770 (0.2861) loss_cl: -0.2790 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [08:06:45.079670] Epoch: [224] [2020/2904] eta: 0:11:07 lr: 0.002067 loss: 0.1836 (0.1949) loss_rec_all: 0.2096 (0.2208) loss_rec_sfr: 0.2679 (0.2861) loss_cl: -0.2788 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [08:06:59.998479] Epoch: [224] [2040/2904] eta: 0:10:52 lr: 0.002067 loss: 0.1841 (0.1949) loss_rec_all: 0.2106 (0.2208) loss_rec_sfr: 0.2816 (0.2863) loss_cl: -0.2797 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [08:07:14.912788] Epoch: [224] [2060/2904] eta: 0:10:37 lr: 0.002067 loss: 0.1877 (0.1949) loss_rec_all: 0.2136 (0.2208) loss_rec_sfr: 0.2702 (0.2862) loss_cl: -0.2780 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [08:07:29.830009] Epoch: [224] [2080/2904] eta: 0:10:21 lr: 0.002067 loss: 0.1823 (0.1949) loss_rec_all: 0.2088 (0.2207) loss_rec_sfr: 0.2607 (0.2861) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [08:07:44.748372] Epoch: [224] [2100/2904] eta: 0:10:06 lr: 0.002067 loss: 0.1824 (0.1948) loss_rec_all: 0.2085 (0.2207) loss_rec_sfr: 0.2719 (0.2860) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [08:07:59.667855] Epoch: [224] [2120/2904] eta: 0:09:51 lr: 0.002067 loss: 0.1834 (0.1948) loss_rec_all: 0.2097 (0.2207) loss_rec_sfr: 0.2651 (0.2861) loss_cl: -0.2783 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [08:08:14.587346] Epoch: [224] [2140/2904] eta: 0:09:36 lr: 0.002067 loss: 0.1812 (0.1948) loss_rec_all: 0.2071 (0.2206) loss_rec_sfr: 0.2655 (0.2859) loss_cl: -0.2784 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [08:08:29.504091] Epoch: [224] [2160/2904] eta: 0:09:21 lr: 0.002067 loss: 0.1844 (0.1948) loss_rec_all: 0.2103 (0.2206) loss_rec_sfr: 0.2673 (0.2859) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [08:08:44.418833] Epoch: [224] [2180/2904] eta: 0:09:06 lr: 0.002067 loss: 0.1855 (0.1947) loss_rec_all: 0.2117 (0.2206) loss_rec_sfr: 0.2589 (0.2856) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [08:08:59.339622] Epoch: [224] [2200/2904] eta: 0:08:51 lr: 0.002067 loss: 0.1869 (0.1947) loss_rec_all: 0.2130 (0.2206) loss_rec_sfr: 0.2601 (0.2855) loss_cl: -0.2794 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [08:09:14.261164] Epoch: [224] [2220/2904] eta: 0:08:35 lr: 0.002067 loss: 0.1881 (0.1947) loss_rec_all: 0.2144 (0.2206) loss_rec_sfr: 0.2699 (0.2856) loss_cl: -0.2792 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [08:09:29.184379] Epoch: [224] [2240/2904] eta: 0:08:20 lr: 0.002067 loss: 0.1852 (0.1947) loss_rec_all: 0.2114 (0.2206) loss_rec_sfr: 0.2684 (0.2855) loss_cl: -0.2788 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [08:09:44.100735] Epoch: [224] [2260/2904] eta: 0:08:05 lr: 0.002067 loss: 0.1859 (0.1947) loss_rec_all: 0.2120 (0.2206) loss_rec_sfr: 0.2670 (0.2855) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [08:09:59.025178] Epoch: [224] [2280/2904] eta: 0:07:50 lr: 0.002067 loss: 0.1853 (0.1947) loss_rec_all: 0.2113 (0.2206) loss_rec_sfr: 0.2581 (0.2854) loss_cl: -0.2787 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [08:10:13.943113] Epoch: [224] [2300/2904] eta: 0:07:35 lr: 0.002067 loss: 0.1829 (0.1946) loss_rec_all: 0.2089 (0.2205) loss_rec_sfr: 0.2690 (0.2853) loss_cl: -0.2801 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [08:10:28.866551] Epoch: [224] [2320/2904] eta: 0:07:20 lr: 0.002067 loss: 0.1933 (0.1947) loss_rec_all: 0.2195 (0.2206) loss_rec_sfr: 0.2780 (0.2856) loss_cl: -0.2793 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [08:10:43.786935] Epoch: [224] [2340/2904] eta: 0:07:05 lr: 0.002067 loss: 0.1839 (0.1947) loss_rec_all: 0.2101 (0.2205) loss_rec_sfr: 0.2617 (0.2854) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [08:10:58.705596] Epoch: [224] [2360/2904] eta: 0:06:50 lr: 0.002067 loss: 0.1805 (0.1946) loss_rec_all: 0.2069 (0.2205) loss_rec_sfr: 0.2560 (0.2851) loss_cl: -0.2784 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [08:11:13.621322] Epoch: [224] [2380/2904] eta: 0:06:34 lr: 0.002067 loss: 0.1848 (0.1946) loss_rec_all: 0.2105 (0.2205) loss_rec_sfr: 0.2661 (0.2851) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [08:11:28.536006] Epoch: [224] [2400/2904] eta: 0:06:19 lr: 0.002066 loss: 0.1839 (0.1946) loss_rec_all: 0.2098 (0.2204) loss_rec_sfr: 0.2669 (0.2851) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [08:11:43.449903] Epoch: [224] [2420/2904] eta: 0:06:04 lr: 0.002066 loss: 0.1850 (0.1945) loss_rec_all: 0.2114 (0.2204) loss_rec_sfr: 0.2566 (0.2849) loss_cl: -0.2794 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [08:11:58.370880] Epoch: [224] [2440/2904] eta: 0:05:49 lr: 0.002066 loss: 0.1837 (0.1945) loss_rec_all: 0.2097 (0.2204) loss_rec_sfr: 0.2643 (0.2848) loss_cl: -0.2797 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [08:12:13.288463] Epoch: [224] [2460/2904] eta: 0:05:34 lr: 0.002066 loss: 0.1807 (0.1944) loss_rec_all: 0.2072 (0.2203) loss_rec_sfr: 0.2622 (0.2847) loss_cl: -0.2798 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [08:12:28.204551] Epoch: [224] [2480/2904] eta: 0:05:19 lr: 0.002066 loss: 0.1826 (0.1944) loss_rec_all: 0.2090 (0.2203) loss_rec_sfr: 0.2686 (0.2847) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [08:12:43.129270] Epoch: [224] [2500/2904] eta: 0:05:04 lr: 0.002066 loss: 0.1871 (0.1944) loss_rec_all: 0.2129 (0.2203) loss_rec_sfr: 0.2666 (0.2846) loss_cl: -0.2784 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [08:12:58.052338] Epoch: [224] [2520/2904] eta: 0:04:49 lr: 0.002066 loss: 0.1866 (0.1944) loss_rec_all: 0.2124 (0.2203) loss_rec_sfr: 0.2794 (0.2848) loss_cl: -0.2784 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [08:13:12.972739] Epoch: [224] [2540/2904] eta: 0:04:34 lr: 0.002066 loss: 0.1808 (0.1943) loss_rec_all: 0.2067 (0.2202) loss_rec_sfr: 0.2679 (0.2846) loss_cl: -0.2792 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [08:13:27.890280] Epoch: [224] [2560/2904] eta: 0:04:19 lr: 0.002066 loss: 0.1837 (0.1943) loss_rec_all: 0.2099 (0.2202) loss_rec_sfr: 0.2752 (0.2846) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [08:13:42.807044] Epoch: [224] [2580/2904] eta: 0:04:03 lr: 0.002066 loss: 0.1826 (0.1943) loss_rec_all: 0.2090 (0.2202) loss_rec_sfr: 0.2677 (0.2846) loss_cl: -0.2804 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [08:13:57.728249] Epoch: [224] [2600/2904] eta: 0:03:48 lr: 0.002066 loss: 0.1844 (0.1944) loss_rec_all: 0.2103 (0.2203) loss_rec_sfr: 0.2782 (0.2848) loss_cl: -0.2792 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [08:14:12.649068] Epoch: [224] [2620/2904] eta: 0:03:33 lr: 0.002066 loss: 0.1854 (0.1944) loss_rec_all: 0.2114 (0.2203) loss_rec_sfr: 0.2606 (0.2850) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [08:14:27.566923] Epoch: [224] [2640/2904] eta: 0:03:18 lr: 0.002066 loss: 0.1854 (0.1944) loss_rec_all: 0.2113 (0.2203) loss_rec_sfr: 0.2690 (0.2850) loss_cl: -0.2797 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [08:14:42.483478] Epoch: [224] [2660/2904] eta: 0:03:03 lr: 0.002066 loss: 0.1852 (0.1944) loss_rec_all: 0.2112 (0.2203) loss_rec_sfr: 0.2673 (0.2851) loss_cl: -0.2795 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [08:14:57.399623] Epoch: [224] [2680/2904] eta: 0:02:48 lr: 0.002066 loss: 0.1832 (0.1944) loss_rec_all: 0.2093 (0.2203) loss_rec_sfr: 0.2632 (0.2850) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [08:15:12.319276] Epoch: [224] [2700/2904] eta: 0:02:33 lr: 0.002066 loss: 0.1869 (0.1944) loss_rec_all: 0.2129 (0.2203) loss_rec_sfr: 0.2698 (0.2850) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [08:15:27.232298] Epoch: [224] [2720/2904] eta: 0:02:18 lr: 0.002066 loss: 0.1835 (0.1944) loss_rec_all: 0.2098 (0.2203) loss_rec_sfr: 0.2601 (0.2850) loss_cl: -0.2780 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [08:15:42.150619] Epoch: [224] [2740/2904] eta: 0:02:03 lr: 0.002066 loss: 0.1907 (0.1945) loss_rec_all: 0.2167 (0.2204) loss_rec_sfr: 0.2762 (0.2852) loss_cl: -0.2782 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [08:15:57.066031] Epoch: [224] [2760/2904] eta: 0:01:48 lr: 0.002066 loss: 0.1845 (0.1944) loss_rec_all: 0.2109 (0.2203) loss_rec_sfr: 0.2373 (0.2850) loss_cl: -0.2794 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [08:16:11.988148] Epoch: [224] [2780/2904] eta: 0:01:33 lr: 0.002066 loss: 0.1851 (0.1944) loss_rec_all: 0.2110 (0.2203) loss_rec_sfr: 0.2642 (0.2849) loss_cl: -0.2795 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [08:16:26.905825] Epoch: [224] [2800/2904] eta: 0:01:18 lr: 0.002066 loss: 0.1851 (0.1944) loss_rec_all: 0.2114 (0.2203) loss_rec_sfr: 0.2354 (0.2848) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [08:16:41.825742] Epoch: [224] [2820/2904] eta: 0:01:03 lr: 0.002066 loss: 0.1846 (0.1944) loss_rec_all: 0.2105 (0.2203) loss_rec_sfr: 0.2611 (0.2847) loss_cl: -0.2782 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [08:16:56.774971] Epoch: [224] [2840/2904] eta: 0:00:48 lr: 0.002066 loss: 0.1840 (0.1944) loss_rec_all: 0.2099 (0.2203) loss_rec_sfr: 0.2766 (0.2848) loss_cl: -0.2792 (-0.2788) time: 0.7474 data: 0.0023 max mem: 29860 [08:17:11.679396] Epoch: [224] [2860/2904] eta: 0:00:33 lr: 0.002066 loss: 0.1834 (0.1944) loss_rec_all: 0.2095 (0.2203) loss_rec_sfr: 0.2724 (0.2849) loss_cl: -0.2794 (-0.2788) time: 0.7452 data: 0.0001 max mem: 29860 [08:17:26.583595] Epoch: [224] [2880/2904] eta: 0:00:18 lr: 0.002066 loss: 0.1816 (0.1944) loss_rec_all: 0.2075 (0.2202) loss_rec_sfr: 0.2300 (0.2847) loss_cl: -0.2795 (-0.2788) time: 0.7452 data: 0.0001 max mem: 29860 [08:17:41.486061] Epoch: [224] [2900/2904] eta: 0:00:03 lr: 0.002066 loss: 0.1839 (0.1943) loss_rec_all: 0.2097 (0.2202) loss_rec_sfr: 0.2695 (0.2847) loss_cl: -0.2782 (-0.2788) time: 0.7451 data: 0.0001 max mem: 29860 [08:17:43.727973] Epoch: [224] [2903/2904] eta: 0:00:00 lr: 0.002066 loss: 0.1839 (0.1944) loss_rec_all: 0.2097 (0.2203) loss_rec_sfr: 0.2719 (0.2847) loss_cl: -0.2781 (-0.2788) time: 0.7451 data: 0.0001 max mem: 29860 [08:17:45.871105] Epoch: [224] Total time: 0:36:26 (0.7530 s / it) [08:17:45.879065] Averaged stats: lr: 0.002066 loss: 0.1839 (0.1973) loss_rec_all: 0.2097 (0.2209) loss_rec_sfr: 0.2719 (0.2880) loss_cl: -0.2781 (-0.2556) [08:17:45.883717] log_dir: ./checkpoint/VF2_ViT-B [08:18:01.917595] Epoch: [225] [ 0/2904] eta: 12:56:00 lr: 0.002066 loss: 0.1747 (0.1747) loss_rec_all: 0.2007 (0.2007) loss_rec_sfr: 0.2740 (0.2740) loss_cl: -0.2788 (-0.2788) time: 16.0331 data: 11.6675 max mem: 29860 [08:18:19.444537] Epoch: [225] [ 20/2904] eta: 1:16:48 lr: 0.002066 loss: 0.1798 (0.1868) loss_rec_all: 0.2058 (0.2127) loss_rec_sfr: 0.2654 (0.2706) loss_cl: -0.2785 (-0.2782) time: 0.8763 data: 0.0002 max mem: 29860 [08:18:34.336890] Epoch: [225] [ 40/2904] eta: 0:56:24 lr: 0.002066 loss: 0.1842 (0.1919) loss_rec_all: 0.2106 (0.2178) loss_rec_sfr: 0.2680 (0.2825) loss_cl: -0.2791 (-0.2786) time: 0.7446 data: 0.0002 max mem: 29860 [08:18:49.229798] Epoch: [225] [ 60/2904] eta: 0:49:13 lr: 0.002066 loss: 0.1852 (0.1926) loss_rec_all: 0.2114 (0.2185) loss_rec_sfr: 0.2669 (0.2833) loss_cl: -0.2801 (-0.2790) time: 0.7446 data: 0.0002 max mem: 29860 [08:19:04.138768] Epoch: [225] [ 80/2904] eta: 0:45:28 lr: 0.002066 loss: 0.1850 (0.1936) loss_rec_all: 0.2111 (0.2195) loss_rec_sfr: 0.2585 (0.2857) loss_cl: -0.2789 (-0.2790) time: 0.7454 data: 0.0002 max mem: 29860 [08:19:19.059538] Epoch: [225] [ 100/2904] eta: 0:43:06 lr: 0.002066 loss: 0.1856 (0.1922) loss_rec_all: 0.2117 (0.2181) loss_rec_sfr: 0.2594 (0.2799) loss_cl: -0.2779 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [08:19:33.996488] Epoch: [225] [ 120/2904] eta: 0:41:27 lr: 0.002066 loss: 0.1873 (0.1935) loss_rec_all: 0.2135 (0.2194) loss_rec_sfr: 0.2663 (0.2824) loss_cl: -0.2780 (-0.2786) time: 0.7468 data: 0.0002 max mem: 29860 [08:19:48.921999] Epoch: [225] [ 140/2904] eta: 0:40:11 lr: 0.002066 loss: 0.1863 (0.1946) loss_rec_all: 0.2124 (0.2204) loss_rec_sfr: 0.2756 (0.2859) loss_cl: -0.2796 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [08:20:03.856091] Epoch: [225] [ 160/2904] eta: 0:39:11 lr: 0.002066 loss: 0.1827 (0.1939) loss_rec_all: 0.2087 (0.2198) loss_rec_sfr: 0.2655 (0.2839) loss_cl: -0.2801 (-0.2789) time: 0.7467 data: 0.0002 max mem: 29860 [08:20:18.785396] Epoch: [225] [ 180/2904] eta: 0:38:21 lr: 0.002066 loss: 0.1892 (0.1955) loss_rec_all: 0.2151 (0.2214) loss_rec_sfr: 0.2695 (0.2886) loss_cl: -0.2794 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [08:20:33.695822] Epoch: [225] [ 200/2904] eta: 0:37:37 lr: 0.002066 loss: 0.1897 (0.1957) loss_rec_all: 0.2156 (0.2216) loss_rec_sfr: 0.2683 (0.2884) loss_cl: -0.2789 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [08:20:48.628076] Epoch: [225] [ 220/2904] eta: 0:36:59 lr: 0.002066 loss: 0.1812 (0.1954) loss_rec_all: 0.2075 (0.2212) loss_rec_sfr: 0.2716 (0.2879) loss_cl: -0.2786 (-0.2789) time: 0.7466 data: 0.0002 max mem: 29860 [08:21:03.547413] Epoch: [225] [ 240/2904] eta: 0:36:24 lr: 0.002066 loss: 0.1844 (0.1958) loss_rec_all: 0.2103 (0.2217) loss_rec_sfr: 0.2815 (0.2899) loss_cl: -0.2787 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [08:21:18.482310] Epoch: [225] [ 260/2904] eta: 0:35:53 lr: 0.002066 loss: 0.1831 (0.1956) loss_rec_all: 0.2091 (0.2215) loss_rec_sfr: 0.2673 (0.2896) loss_cl: -0.2784 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [08:21:33.398290] Epoch: [225] [ 280/2904] eta: 0:35:24 lr: 0.002066 loss: 0.1880 (0.1956) loss_rec_all: 0.2142 (0.2214) loss_rec_sfr: 0.2694 (0.2894) loss_cl: -0.2781 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [08:21:48.316817] Epoch: [225] [ 300/2904] eta: 0:34:57 lr: 0.002066 loss: 0.1826 (0.1954) loss_rec_all: 0.2085 (0.2213) loss_rec_sfr: 0.2729 (0.2901) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [08:22:03.234451] Epoch: [225] [ 320/2904] eta: 0:34:31 lr: 0.002066 loss: 0.1856 (0.1952) loss_rec_all: 0.2115 (0.2210) loss_rec_sfr: 0.2649 (0.2892) loss_cl: -0.2797 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [08:22:18.153475] Epoch: [225] [ 340/2904] eta: 0:34:07 lr: 0.002065 loss: 0.1826 (0.1954) loss_rec_all: 0.2087 (0.2212) loss_rec_sfr: 0.2677 (0.2901) loss_cl: -0.2790 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [08:22:33.067084] Epoch: [225] [ 360/2904] eta: 0:33:43 lr: 0.002065 loss: 0.1851 (0.1953) loss_rec_all: 0.2112 (0.2212) loss_rec_sfr: 0.2650 (0.2900) loss_cl: -0.2782 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [08:22:48.008675] Epoch: [225] [ 380/2904] eta: 0:33:21 lr: 0.002065 loss: 0.1844 (0.1953) loss_rec_all: 0.2105 (0.2211) loss_rec_sfr: 0.2647 (0.2898) loss_cl: -0.2786 (-0.2788) time: 0.7470 data: 0.0002 max mem: 29860 [08:23:02.924508] Epoch: [225] [ 400/2904] eta: 0:32:59 lr: 0.002065 loss: 0.1840 (0.1953) loss_rec_all: 0.2102 (0.2211) loss_rec_sfr: 0.2662 (0.2896) loss_cl: -0.2783 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [08:23:17.847626] Epoch: [225] [ 420/2904] eta: 0:32:38 lr: 0.002065 loss: 0.1834 (0.1950) loss_rec_all: 0.2098 (0.2209) loss_rec_sfr: 0.2396 (0.2882) loss_cl: -0.2791 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [08:23:32.761707] Epoch: [225] [ 440/2904] eta: 0:32:18 lr: 0.002065 loss: 0.1810 (0.1949) loss_rec_all: 0.2073 (0.2208) loss_rec_sfr: 0.2764 (0.2880) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [08:23:47.679663] Epoch: [225] [ 460/2904] eta: 0:31:57 lr: 0.002065 loss: 0.1874 (0.1950) loss_rec_all: 0.2133 (0.2209) loss_rec_sfr: 0.2619 (0.2882) loss_cl: -0.2794 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [08:24:02.599072] Epoch: [225] [ 480/2904] eta: 0:31:38 lr: 0.002065 loss: 0.1871 (0.1950) loss_rec_all: 0.2129 (0.2209) loss_rec_sfr: 0.2635 (0.2882) loss_cl: -0.2783 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [08:24:17.514535] Epoch: [225] [ 500/2904] eta: 0:31:19 lr: 0.002065 loss: 0.1840 (0.1949) loss_rec_all: 0.2102 (0.2207) loss_rec_sfr: 0.2420 (0.2875) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [08:24:32.430360] Epoch: [225] [ 520/2904] eta: 0:31:00 lr: 0.002065 loss: 0.1823 (0.1947) loss_rec_all: 0.2083 (0.2206) loss_rec_sfr: 0.2667 (0.2876) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [08:24:47.345709] Epoch: [225] [ 540/2904] eta: 0:30:41 lr: 0.002065 loss: 0.1867 (0.1948) loss_rec_all: 0.2126 (0.2207) loss_rec_sfr: 0.2691 (0.2874) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [08:25:02.261048] Epoch: [225] [ 560/2904] eta: 0:30:23 lr: 0.002065 loss: 0.1818 (0.1950) loss_rec_all: 0.2081 (0.2208) loss_rec_sfr: 0.2591 (0.2880) loss_cl: -0.2782 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [08:25:17.185153] Epoch: [225] [ 580/2904] eta: 0:30:05 lr: 0.002065 loss: 0.1834 (0.1947) loss_rec_all: 0.2092 (0.2206) loss_rec_sfr: 0.2725 (0.2875) loss_cl: -0.2785 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [08:25:32.107549] Epoch: [225] [ 600/2904] eta: 0:29:47 lr: 0.002065 loss: 0.1856 (0.1950) loss_rec_all: 0.2115 (0.2208) loss_rec_sfr: 0.2791 (0.2887) loss_cl: -0.2787 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [08:25:47.032470] Epoch: [225] [ 620/2904] eta: 0:29:29 lr: 0.002065 loss: 0.1834 (0.1947) loss_rec_all: 0.2096 (0.2205) loss_rec_sfr: 0.2734 (0.2880) loss_cl: -0.2797 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [08:26:01.957309] Epoch: [225] [ 640/2904] eta: 0:29:12 lr: 0.002065 loss: 0.1861 (0.1946) loss_rec_all: 0.2120 (0.2204) loss_rec_sfr: 0.2625 (0.2872) loss_cl: -0.2796 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [08:26:16.872621] Epoch: [225] [ 660/2904] eta: 0:28:54 lr: 0.002065 loss: 0.1831 (0.1945) loss_rec_all: 0.2091 (0.2203) loss_rec_sfr: 0.2597 (0.2868) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [08:26:31.787309] Epoch: [225] [ 680/2904] eta: 0:28:37 lr: 0.002065 loss: 0.1842 (0.1944) loss_rec_all: 0.2101 (0.2203) loss_rec_sfr: 0.2808 (0.2867) loss_cl: -0.2781 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [08:26:46.699585] Epoch: [225] [ 700/2904] eta: 0:28:20 lr: 0.002065 loss: 0.1829 (0.1943) loss_rec_all: 0.2088 (0.2202) loss_rec_sfr: 0.2366 (0.2862) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [08:27:01.611439] Epoch: [225] [ 720/2904] eta: 0:28:03 lr: 0.002065 loss: 0.1874 (0.1943) loss_rec_all: 0.2131 (0.2202) loss_rec_sfr: 0.2699 (0.2864) loss_cl: -0.2793 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [08:27:16.529536] Epoch: [225] [ 740/2904] eta: 0:27:46 lr: 0.002065 loss: 0.1844 (0.1944) loss_rec_all: 0.2103 (0.2203) loss_rec_sfr: 0.2676 (0.2864) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [08:27:31.446387] Epoch: [225] [ 760/2904] eta: 0:27:29 lr: 0.002065 loss: 0.1833 (0.1943) loss_rec_all: 0.2093 (0.2202) loss_rec_sfr: 0.2658 (0.2864) loss_cl: -0.2783 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [08:27:46.365668] Epoch: [225] [ 780/2904] eta: 0:27:12 lr: 0.002065 loss: 0.1840 (0.1941) loss_rec_all: 0.2103 (0.2200) loss_rec_sfr: 0.2666 (0.2860) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [08:28:01.290795] Epoch: [225] [ 800/2904] eta: 0:26:56 lr: 0.002065 loss: 0.1855 (0.1944) loss_rec_all: 0.2119 (0.2203) loss_rec_sfr: 0.2765 (0.2867) loss_cl: -0.2792 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [08:28:16.209257] Epoch: [225] [ 820/2904] eta: 0:26:39 lr: 0.002065 loss: 0.1875 (0.1946) loss_rec_all: 0.2134 (0.2204) loss_rec_sfr: 0.2676 (0.2874) loss_cl: -0.2795 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [08:28:31.126857] Epoch: [225] [ 840/2904] eta: 0:26:23 lr: 0.002065 loss: 0.1887 (0.1946) loss_rec_all: 0.2145 (0.2205) loss_rec_sfr: 0.2805 (0.2877) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [08:28:46.047699] Epoch: [225] [ 860/2904] eta: 0:26:07 lr: 0.002065 loss: 0.1854 (0.1946) loss_rec_all: 0.2111 (0.2205) loss_rec_sfr: 0.2617 (0.2874) loss_cl: -0.2780 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [08:29:00.966114] Epoch: [225] [ 880/2904] eta: 0:25:50 lr: 0.002065 loss: 0.1850 (0.1946) loss_rec_all: 0.2112 (0.2205) loss_rec_sfr: 0.2769 (0.2875) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [08:29:15.890982] Epoch: [225] [ 900/2904] eta: 0:25:34 lr: 0.002065 loss: 0.1884 (0.1946) loss_rec_all: 0.2144 (0.2204) loss_rec_sfr: 0.2717 (0.2873) loss_cl: -0.2796 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [08:29:30.807392] Epoch: [225] [ 920/2904] eta: 0:25:18 lr: 0.002065 loss: 0.1891 (0.1946) loss_rec_all: 0.2150 (0.2205) loss_rec_sfr: 0.2655 (0.2872) loss_cl: -0.2794 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [08:29:45.718504] Epoch: [225] [ 940/2904] eta: 0:25:02 lr: 0.002065 loss: 0.1877 (0.1948) loss_rec_all: 0.2136 (0.2207) loss_rec_sfr: 0.2725 (0.2878) loss_cl: -0.2780 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [08:30:00.630452] Epoch: [225] [ 960/2904] eta: 0:24:46 lr: 0.002065 loss: 0.1798 (0.1947) loss_rec_all: 0.2061 (0.2206) loss_rec_sfr: 0.2691 (0.2877) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [08:30:15.550032] Epoch: [225] [ 980/2904] eta: 0:24:30 lr: 0.002065 loss: 0.1836 (0.1946) loss_rec_all: 0.2096 (0.2205) loss_rec_sfr: 0.2554 (0.2872) loss_cl: -0.2783 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [08:30:30.468257] Epoch: [225] [1000/2904] eta: 0:24:14 lr: 0.002065 loss: 0.1863 (0.1947) loss_rec_all: 0.2122 (0.2206) loss_rec_sfr: 0.2556 (0.2874) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [08:30:45.386684] Epoch: [225] [1020/2904] eta: 0:23:58 lr: 0.002065 loss: 0.1849 (0.1947) loss_rec_all: 0.2110 (0.2206) loss_rec_sfr: 0.2724 (0.2875) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [08:31:00.308148] Epoch: [225] [1040/2904] eta: 0:23:42 lr: 0.002065 loss: 0.1849 (0.1947) loss_rec_all: 0.2110 (0.2206) loss_rec_sfr: 0.2614 (0.2873) loss_cl: -0.2802 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [08:31:15.231927] Epoch: [225] [1060/2904] eta: 0:23:26 lr: 0.002065 loss: 0.1841 (0.1947) loss_rec_all: 0.2104 (0.2206) loss_rec_sfr: 0.2699 (0.2872) loss_cl: -0.2792 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [08:31:30.155704] Epoch: [225] [1080/2904] eta: 0:23:10 lr: 0.002065 loss: 0.1858 (0.1947) loss_rec_all: 0.2117 (0.2206) loss_rec_sfr: 0.2703 (0.2872) loss_cl: -0.2787 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [08:31:45.077042] Epoch: [225] [1100/2904] eta: 0:22:54 lr: 0.002065 loss: 0.1869 (0.1947) loss_rec_all: 0.2129 (0.2206) loss_rec_sfr: 0.2705 (0.2872) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [08:31:59.995027] Epoch: [225] [1120/2904] eta: 0:22:39 lr: 0.002065 loss: 0.1898 (0.1948) loss_rec_all: 0.2162 (0.2207) loss_rec_sfr: 0.2638 (0.2874) loss_cl: -0.2794 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [08:32:14.914191] Epoch: [225] [1140/2904] eta: 0:22:23 lr: 0.002065 loss: 0.1840 (0.1947) loss_rec_all: 0.2101 (0.2206) loss_rec_sfr: 0.2688 (0.2869) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [08:32:29.838877] Epoch: [225] [1160/2904] eta: 0:22:07 lr: 0.002065 loss: 0.1818 (0.1946) loss_rec_all: 0.2077 (0.2205) loss_rec_sfr: 0.2650 (0.2866) loss_cl: -0.2784 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [08:32:44.757078] Epoch: [225] [1180/2904] eta: 0:21:52 lr: 0.002064 loss: 0.1845 (0.1946) loss_rec_all: 0.2108 (0.2205) loss_rec_sfr: 0.2690 (0.2869) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [08:32:59.677247] Epoch: [225] [1200/2904] eta: 0:21:36 lr: 0.002064 loss: 0.1850 (0.1947) loss_rec_all: 0.2114 (0.2206) loss_rec_sfr: 0.2667 (0.2870) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [08:33:14.597615] Epoch: [225] [1220/2904] eta: 0:21:20 lr: 0.002064 loss: 0.1867 (0.1948) loss_rec_all: 0.2129 (0.2207) loss_rec_sfr: 0.2678 (0.2873) loss_cl: -0.2782 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [08:33:29.516295] Epoch: [225] [1240/2904] eta: 0:21:05 lr: 0.002064 loss: 0.1868 (0.1949) loss_rec_all: 0.2127 (0.2207) loss_rec_sfr: 0.2741 (0.2875) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [08:33:44.439162] Epoch: [225] [1260/2904] eta: 0:20:49 lr: 0.002064 loss: 0.1853 (0.1950) loss_rec_all: 0.2113 (0.2208) loss_rec_sfr: 0.2695 (0.2878) loss_cl: -0.2790 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [08:33:59.361150] Epoch: [225] [1280/2904] eta: 0:20:34 lr: 0.002064 loss: 0.1812 (0.1949) loss_rec_all: 0.2074 (0.2208) loss_rec_sfr: 0.2626 (0.2876) loss_cl: -0.2797 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [08:34:14.282760] Epoch: [225] [1300/2904] eta: 0:20:18 lr: 0.002064 loss: 0.1838 (0.1949) loss_rec_all: 0.2099 (0.2207) loss_rec_sfr: 0.2591 (0.2874) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [08:34:29.198280] Epoch: [225] [1320/2904] eta: 0:20:02 lr: 0.002064 loss: 0.1850 (0.1948) loss_rec_all: 0.2113 (0.2207) loss_rec_sfr: 0.2650 (0.2875) loss_cl: -0.2782 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [08:34:44.114145] Epoch: [225] [1340/2904] eta: 0:19:47 lr: 0.002064 loss: 0.1859 (0.1949) loss_rec_all: 0.2122 (0.2207) loss_rec_sfr: 0.2729 (0.2878) loss_cl: -0.2778 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [08:34:59.025676] Epoch: [225] [1360/2904] eta: 0:19:31 lr: 0.002064 loss: 0.1812 (0.1948) loss_rec_all: 0.2073 (0.2206) loss_rec_sfr: 0.2647 (0.2875) loss_cl: -0.2792 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [08:35:13.946389] Epoch: [225] [1380/2904] eta: 0:19:16 lr: 0.002064 loss: 0.1817 (0.1948) loss_rec_all: 0.2075 (0.2206) loss_rec_sfr: 0.2751 (0.2876) loss_cl: -0.2796 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [08:35:28.864160] Epoch: [225] [1400/2904] eta: 0:19:01 lr: 0.002064 loss: 0.1788 (0.1947) loss_rec_all: 0.2055 (0.2206) loss_rec_sfr: 0.2554 (0.2874) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [08:35:43.786375] Epoch: [225] [1420/2904] eta: 0:18:45 lr: 0.002064 loss: 0.1795 (0.1946) loss_rec_all: 0.2057 (0.2205) loss_rec_sfr: 0.2588 (0.2870) loss_cl: -0.2786 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [08:35:58.706273] Epoch: [225] [1440/2904] eta: 0:18:30 lr: 0.002064 loss: 0.1861 (0.1947) loss_rec_all: 0.2119 (0.2205) loss_rec_sfr: 0.2684 (0.2871) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [08:36:13.624787] Epoch: [225] [1460/2904] eta: 0:18:14 lr: 0.002064 loss: 0.1847 (0.1946) loss_rec_all: 0.2111 (0.2205) loss_rec_sfr: 0.2671 (0.2869) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [08:36:28.536849] Epoch: [225] [1480/2904] eta: 0:17:59 lr: 0.002064 loss: 0.1863 (0.1947) loss_rec_all: 0.2128 (0.2205) loss_rec_sfr: 0.2680 (0.2871) loss_cl: -0.2779 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [08:36:43.456333] Epoch: [225] [1500/2904] eta: 0:17:43 lr: 0.002064 loss: 0.1880 (0.1946) loss_rec_all: 0.2140 (0.2205) loss_rec_sfr: 0.2593 (0.2868) loss_cl: -0.2797 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [08:36:58.382590] Epoch: [225] [1520/2904] eta: 0:17:28 lr: 0.002064 loss: 0.1840 (0.1946) loss_rec_all: 0.2104 (0.2205) loss_rec_sfr: 0.2697 (0.2867) loss_cl: -0.2799 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [08:37:13.301124] Epoch: [225] [1540/2904] eta: 0:17:13 lr: 0.002064 loss: 0.1803 (0.1945) loss_rec_all: 0.2062 (0.2204) loss_rec_sfr: 0.2622 (0.2865) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [08:37:28.219823] Epoch: [225] [1560/2904] eta: 0:16:57 lr: 0.002064 loss: 0.1899 (0.1946) loss_rec_all: 0.2157 (0.2205) loss_rec_sfr: 0.2678 (0.2868) loss_cl: -0.2781 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [08:37:43.136742] Epoch: [225] [1580/2904] eta: 0:16:42 lr: 0.002064 loss: 0.1882 (0.1947) loss_rec_all: 0.2143 (0.2206) loss_rec_sfr: 0.2663 (0.2869) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [08:37:58.058124] Epoch: [225] [1600/2904] eta: 0:16:27 lr: 0.002064 loss: 0.1831 (0.1947) loss_rec_all: 0.2092 (0.2205) loss_rec_sfr: 0.2343 (0.2867) loss_cl: -0.2796 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [08:38:12.983080] Epoch: [225] [1620/2904] eta: 0:16:11 lr: 0.002064 loss: 0.1843 (0.1948) loss_rec_all: 0.2102 (0.2206) loss_rec_sfr: 0.2697 (0.2870) loss_cl: -0.2793 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [08:38:27.900117] Epoch: [225] [1640/2904] eta: 0:15:56 lr: 0.002064 loss: 0.1849 (0.1947) loss_rec_all: 0.2108 (0.2206) loss_rec_sfr: 0.2693 (0.2869) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [08:38:42.818354] Epoch: [225] [1660/2904] eta: 0:15:41 lr: 0.002064 loss: 0.1839 (0.1947) loss_rec_all: 0.2099 (0.2205) loss_rec_sfr: 0.2666 (0.2867) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [08:38:57.735441] Epoch: [225] [1680/2904] eta: 0:15:26 lr: 0.002064 loss: 0.1866 (0.1947) loss_rec_all: 0.2124 (0.2205) loss_rec_sfr: 0.2721 (0.2868) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [08:39:12.647431] Epoch: [225] [1700/2904] eta: 0:15:10 lr: 0.002064 loss: 0.1816 (0.1946) loss_rec_all: 0.2075 (0.2205) loss_rec_sfr: 0.2739 (0.2867) loss_cl: -0.2783 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [08:39:27.565803] Epoch: [225] [1720/2904] eta: 0:14:55 lr: 0.002064 loss: 0.1856 (0.1946) loss_rec_all: 0.2116 (0.2205) loss_rec_sfr: 0.2659 (0.2866) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [08:39:42.479776] Epoch: [225] [1740/2904] eta: 0:14:40 lr: 0.002064 loss: 0.1815 (0.1946) loss_rec_all: 0.2078 (0.2205) loss_rec_sfr: 0.2658 (0.2867) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [08:39:57.392612] Epoch: [225] [1760/2904] eta: 0:14:24 lr: 0.002064 loss: 0.1819 (0.1946) loss_rec_all: 0.2085 (0.2204) loss_rec_sfr: 0.2741 (0.2867) loss_cl: -0.2793 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [08:40:12.308816] Epoch: [225] [1780/2904] eta: 0:14:09 lr: 0.002064 loss: 0.1813 (0.1945) loss_rec_all: 0.2073 (0.2204) loss_rec_sfr: 0.2648 (0.2864) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [08:40:27.232264] Epoch: [225] [1800/2904] eta: 0:13:54 lr: 0.002064 loss: 0.1821 (0.1945) loss_rec_all: 0.2086 (0.2204) loss_rec_sfr: 0.2742 (0.2864) loss_cl: -0.2785 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [08:40:42.152866] Epoch: [225] [1820/2904] eta: 0:13:39 lr: 0.002064 loss: 0.1818 (0.1944) loss_rec_all: 0.2080 (0.2203) loss_rec_sfr: 0.2737 (0.2864) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [08:40:57.081142] Epoch: [225] [1840/2904] eta: 0:13:23 lr: 0.002064 loss: 0.1830 (0.1945) loss_rec_all: 0.2092 (0.2204) loss_rec_sfr: 0.2688 (0.2866) loss_cl: -0.2782 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [08:41:11.997590] Epoch: [225] [1860/2904] eta: 0:13:08 lr: 0.002064 loss: 0.1844 (0.1945) loss_rec_all: 0.2106 (0.2204) loss_rec_sfr: 0.2599 (0.2865) loss_cl: -0.2783 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [08:41:26.915270] Epoch: [225] [1880/2904] eta: 0:12:53 lr: 0.002064 loss: 0.1855 (0.1945) loss_rec_all: 0.2116 (0.2204) loss_rec_sfr: 0.2653 (0.2866) loss_cl: -0.2797 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [08:41:41.833170] Epoch: [225] [1900/2904] eta: 0:12:38 lr: 0.002064 loss: 0.1838 (0.1945) loss_rec_all: 0.2099 (0.2203) loss_rec_sfr: 0.2647 (0.2864) loss_cl: -0.2805 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [08:41:56.755874] Epoch: [225] [1920/2904] eta: 0:12:23 lr: 0.002064 loss: 0.1847 (0.1945) loss_rec_all: 0.2106 (0.2204) loss_rec_sfr: 0.2681 (0.2866) loss_cl: -0.2788 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [08:42:11.674514] Epoch: [225] [1940/2904] eta: 0:12:07 lr: 0.002064 loss: 0.1865 (0.1945) loss_rec_all: 0.2126 (0.2203) loss_rec_sfr: 0.2740 (0.2864) loss_cl: -0.2784 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [08:42:26.600931] Epoch: [225] [1960/2904] eta: 0:11:52 lr: 0.002064 loss: 0.1784 (0.1944) loss_rec_all: 0.2048 (0.2203) loss_rec_sfr: 0.2383 (0.2863) loss_cl: -0.2783 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [08:42:41.523986] Epoch: [225] [1980/2904] eta: 0:11:37 lr: 0.002064 loss: 0.1848 (0.1944) loss_rec_all: 0.2111 (0.2203) loss_rec_sfr: 0.2785 (0.2863) loss_cl: -0.2787 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [08:42:56.448615] Epoch: [225] [2000/2904] eta: 0:11:22 lr: 0.002064 loss: 0.1801 (0.1944) loss_rec_all: 0.2066 (0.2202) loss_rec_sfr: 0.2556 (0.2861) loss_cl: -0.2792 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [08:43:11.370492] Epoch: [225] [2020/2904] eta: 0:11:07 lr: 0.002063 loss: 0.1868 (0.1944) loss_rec_all: 0.2131 (0.2203) loss_rec_sfr: 0.2730 (0.2862) loss_cl: -0.2788 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [08:43:26.286681] Epoch: [225] [2040/2904] eta: 0:10:52 lr: 0.002063 loss: 0.1819 (0.1944) loss_rec_all: 0.2082 (0.2203) loss_rec_sfr: 0.2316 (0.2860) loss_cl: -0.2795 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [08:43:41.225300] Epoch: [225] [2060/2904] eta: 0:10:36 lr: 0.002063 loss: 0.1834 (0.1943) loss_rec_all: 0.2096 (0.2202) loss_rec_sfr: 0.2697 (0.2860) loss_cl: -0.2791 (-0.2788) time: 0.7469 data: 0.0002 max mem: 29860 [08:43:56.159624] Epoch: [225] [2080/2904] eta: 0:10:21 lr: 0.002063 loss: 0.1848 (0.1944) loss_rec_all: 0.2109 (0.2203) loss_rec_sfr: 0.2638 (0.2861) loss_cl: -0.2789 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [08:44:11.088653] Epoch: [225] [2100/2904] eta: 0:10:06 lr: 0.002063 loss: 0.1881 (0.1944) loss_rec_all: 0.2141 (0.2203) loss_rec_sfr: 0.2618 (0.2860) loss_cl: -0.2794 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [08:44:26.019695] Epoch: [225] [2120/2904] eta: 0:09:51 lr: 0.002063 loss: 0.1834 (0.1944) loss_rec_all: 0.2092 (0.2202) loss_rec_sfr: 0.2639 (0.2859) loss_cl: -0.2787 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [08:44:40.943080] Epoch: [225] [2140/2904] eta: 0:09:36 lr: 0.002063 loss: 0.1830 (0.1943) loss_rec_all: 0.2092 (0.2202) loss_rec_sfr: 0.2658 (0.2857) loss_cl: -0.2789 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [08:44:55.866077] Epoch: [225] [2160/2904] eta: 0:09:21 lr: 0.002063 loss: 0.1821 (0.1942) loss_rec_all: 0.2085 (0.2201) loss_rec_sfr: 0.2502 (0.2854) loss_cl: -0.2796 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [08:45:10.793726] Epoch: [225] [2180/2904] eta: 0:09:06 lr: 0.002063 loss: 0.1855 (0.1943) loss_rec_all: 0.2114 (0.2202) loss_rec_sfr: 0.2719 (0.2855) loss_cl: -0.2778 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [08:45:25.710915] Epoch: [225] [2200/2904] eta: 0:08:50 lr: 0.002063 loss: 0.1860 (0.1942) loss_rec_all: 0.2122 (0.2201) loss_rec_sfr: 0.2531 (0.2852) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [08:45:40.634096] Epoch: [225] [2220/2904] eta: 0:08:35 lr: 0.002063 loss: 0.1884 (0.1943) loss_rec_all: 0.2144 (0.2202) loss_rec_sfr: 0.2702 (0.2853) loss_cl: -0.2789 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [08:45:55.563041] Epoch: [225] [2240/2904] eta: 0:08:20 lr: 0.002063 loss: 0.1846 (0.1942) loss_rec_all: 0.2111 (0.2201) loss_rec_sfr: 0.2617 (0.2852) loss_cl: -0.2790 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [08:46:10.488231] Epoch: [225] [2260/2904] eta: 0:08:05 lr: 0.002063 loss: 0.1872 (0.1943) loss_rec_all: 0.2131 (0.2201) loss_rec_sfr: 0.2737 (0.2852) loss_cl: -0.2788 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [08:46:25.420732] Epoch: [225] [2280/2904] eta: 0:07:50 lr: 0.002063 loss: 0.1852 (0.1943) loss_rec_all: 0.2115 (0.2202) loss_rec_sfr: 0.2713 (0.2852) loss_cl: -0.2791 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [08:46:40.352025] Epoch: [225] [2300/2904] eta: 0:07:35 lr: 0.002063 loss: 0.1830 (0.1942) loss_rec_all: 0.2091 (0.2201) loss_rec_sfr: 0.2580 (0.2850) loss_cl: -0.2790 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [08:46:55.274437] Epoch: [225] [2320/2904] eta: 0:07:20 lr: 0.002063 loss: 0.1850 (0.1943) loss_rec_all: 0.2109 (0.2202) loss_rec_sfr: 0.2585 (0.2851) loss_cl: -0.2790 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [08:47:10.199398] Epoch: [225] [2340/2904] eta: 0:07:05 lr: 0.002063 loss: 0.1841 (0.1942) loss_rec_all: 0.2107 (0.2201) loss_rec_sfr: 0.2651 (0.2850) loss_cl: -0.2787 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [08:47:25.126315] Epoch: [225] [2360/2904] eta: 0:06:49 lr: 0.002063 loss: 0.1834 (0.1943) loss_rec_all: 0.2095 (0.2202) loss_rec_sfr: 0.2700 (0.2851) loss_cl: -0.2793 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [08:47:40.046946] Epoch: [225] [2380/2904] eta: 0:06:34 lr: 0.002063 loss: 0.1845 (0.1944) loss_rec_all: 0.2109 (0.2202) loss_rec_sfr: 0.2764 (0.2853) loss_cl: -0.2794 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [08:47:54.968560] Epoch: [225] [2400/2904] eta: 0:06:19 lr: 0.002063 loss: 0.1805 (0.1943) loss_rec_all: 0.2069 (0.2202) loss_rec_sfr: 0.2264 (0.2851) loss_cl: -0.2806 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [08:48:09.893509] Epoch: [225] [2420/2904] eta: 0:06:04 lr: 0.002063 loss: 0.1863 (0.1942) loss_rec_all: 0.2124 (0.2201) loss_rec_sfr: 0.2716 (0.2850) loss_cl: -0.2791 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [08:48:24.820541] Epoch: [225] [2440/2904] eta: 0:05:49 lr: 0.002063 loss: 0.1835 (0.1942) loss_rec_all: 0.2093 (0.2201) loss_rec_sfr: 0.2657 (0.2848) loss_cl: -0.2794 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [08:48:39.750546] Epoch: [225] [2460/2904] eta: 0:05:34 lr: 0.002063 loss: 0.1838 (0.1941) loss_rec_all: 0.2100 (0.2200) loss_rec_sfr: 0.2652 (0.2847) loss_cl: -0.2793 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [08:48:54.674274] Epoch: [225] [2480/2904] eta: 0:05:19 lr: 0.002063 loss: 0.1843 (0.1942) loss_rec_all: 0.2106 (0.2200) loss_rec_sfr: 0.2657 (0.2848) loss_cl: -0.2790 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [08:49:09.593652] Epoch: [225] [2500/2904] eta: 0:05:04 lr: 0.002063 loss: 0.1829 (0.1941) loss_rec_all: 0.2092 (0.2200) loss_rec_sfr: 0.2681 (0.2847) loss_cl: -0.2800 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [08:49:24.514074] Epoch: [225] [2520/2904] eta: 0:04:49 lr: 0.002063 loss: 0.1795 (0.1941) loss_rec_all: 0.2060 (0.2200) loss_rec_sfr: 0.2291 (0.2845) loss_cl: -0.2807 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [08:49:39.435876] Epoch: [225] [2540/2904] eta: 0:04:34 lr: 0.002063 loss: 0.1884 (0.1941) loss_rec_all: 0.2148 (0.2200) loss_rec_sfr: 0.2784 (0.2847) loss_cl: -0.2795 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [08:49:54.361709] Epoch: [225] [2560/2904] eta: 0:04:19 lr: 0.002063 loss: 0.1881 (0.1942) loss_rec_all: 0.2141 (0.2201) loss_rec_sfr: 0.2705 (0.2849) loss_cl: -0.2781 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [08:50:09.279323] Epoch: [225] [2580/2904] eta: 0:04:03 lr: 0.002063 loss: 0.1836 (0.1943) loss_rec_all: 0.2098 (0.2201) loss_rec_sfr: 0.2696 (0.2850) loss_cl: -0.2775 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [08:50:24.195226] Epoch: [225] [2600/2904] eta: 0:03:48 lr: 0.002063 loss: 0.1828 (0.1942) loss_rec_all: 0.2088 (0.2201) loss_rec_sfr: 0.2580 (0.2847) loss_cl: -0.2795 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [08:50:39.113956] Epoch: [225] [2620/2904] eta: 0:03:33 lr: 0.002063 loss: 0.1833 (0.1942) loss_rec_all: 0.2097 (0.2200) loss_rec_sfr: 0.2660 (0.2847) loss_cl: -0.2801 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [08:50:54.039027] Epoch: [225] [2640/2904] eta: 0:03:18 lr: 0.002063 loss: 0.1881 (0.1942) loss_rec_all: 0.2140 (0.2201) loss_rec_sfr: 0.2755 (0.2850) loss_cl: -0.2789 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [08:51:08.957290] Epoch: [225] [2660/2904] eta: 0:03:03 lr: 0.002063 loss: 0.1891 (0.1943) loss_rec_all: 0.2153 (0.2202) loss_rec_sfr: 0.2698 (0.2850) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [08:51:23.877032] Epoch: [225] [2680/2904] eta: 0:02:48 lr: 0.002063 loss: 0.1816 (0.1942) loss_rec_all: 0.2080 (0.2201) loss_rec_sfr: 0.2364 (0.2848) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [08:51:38.795695] Epoch: [225] [2700/2904] eta: 0:02:33 lr: 0.002063 loss: 0.1851 (0.1942) loss_rec_all: 0.2111 (0.2201) loss_rec_sfr: 0.2802 (0.2849) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [08:51:53.711386] Epoch: [225] [2720/2904] eta: 0:02:18 lr: 0.002063 loss: 0.1826 (0.1942) loss_rec_all: 0.2085 (0.2201) loss_rec_sfr: 0.2781 (0.2850) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [08:52:08.628898] Epoch: [225] [2740/2904] eta: 0:02:03 lr: 0.002063 loss: 0.1843 (0.1942) loss_rec_all: 0.2101 (0.2201) loss_rec_sfr: 0.2658 (0.2849) loss_cl: -0.2782 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [08:52:23.545824] Epoch: [225] [2760/2904] eta: 0:01:48 lr: 0.002063 loss: 0.1876 (0.1942) loss_rec_all: 0.2134 (0.2201) loss_rec_sfr: 0.2664 (0.2849) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [08:52:38.470434] Epoch: [225] [2780/2904] eta: 0:01:33 lr: 0.002063 loss: 0.1826 (0.1942) loss_rec_all: 0.2091 (0.2201) loss_rec_sfr: 0.2477 (0.2848) loss_cl: -0.2791 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [08:52:53.401511] Epoch: [225] [2800/2904] eta: 0:01:18 lr: 0.002063 loss: 0.1844 (0.1942) loss_rec_all: 0.2104 (0.2201) loss_rec_sfr: 0.2807 (0.2848) loss_cl: -0.2796 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [08:53:08.485812] Epoch: [225] [2820/2904] eta: 0:01:03 lr: 0.002063 loss: 0.1913 (0.1942) loss_rec_all: 0.2172 (0.2201) loss_rec_sfr: 0.2755 (0.2851) loss_cl: -0.2795 (-0.2788) time: 0.7542 data: 0.0002 max mem: 29860 [08:53:23.438499] Epoch: [225] [2840/2904] eta: 0:00:48 lr: 0.002063 loss: 0.1846 (0.1942) loss_rec_all: 0.2110 (0.2201) loss_rec_sfr: 0.2657 (0.2851) loss_cl: -0.2787 (-0.2788) time: 0.7476 data: 0.0013 max mem: 29860 [08:53:38.341760] Epoch: [225] [2860/2904] eta: 0:00:33 lr: 0.002062 loss: 0.1860 (0.1943) loss_rec_all: 0.2122 (0.2202) loss_rec_sfr: 0.2619 (0.2851) loss_cl: -0.2791 (-0.2788) time: 0.7451 data: 0.0001 max mem: 29860 [08:53:53.244661] Epoch: [225] [2880/2904] eta: 0:00:18 lr: 0.002062 loss: 0.1827 (0.1942) loss_rec_all: 0.2092 (0.2201) loss_rec_sfr: 0.2676 (0.2849) loss_cl: -0.2790 (-0.2788) time: 0.7451 data: 0.0001 max mem: 29860 [08:54:08.144481] Epoch: [225] [2900/2904] eta: 0:00:03 lr: 0.002062 loss: 0.1834 (0.1942) loss_rec_all: 0.2096 (0.2200) loss_rec_sfr: 0.2256 (0.2846) loss_cl: -0.2792 (-0.2788) time: 0.7450 data: 0.0001 max mem: 29860 [08:54:10.386396] Epoch: [225] [2903/2904] eta: 0:00:00 lr: 0.002062 loss: 0.1820 (0.1941) loss_rec_all: 0.2085 (0.2200) loss_rec_sfr: 0.2219 (0.2846) loss_cl: -0.2795 (-0.2788) time: 0.7450 data: 0.0001 max mem: 29860 [08:54:12.425191] Epoch: [225] Total time: 0:36:26 (0.7529 s / it) [08:54:12.426144] Averaged stats: lr: 0.002062 loss: 0.1820 (0.1967) loss_rec_all: 0.2085 (0.2202) loss_rec_sfr: 0.2219 (0.2850) loss_cl: -0.2795 (-0.2556) [08:54:12.430934] log_dir: ./checkpoint/VF2_ViT-B [08:54:29.929075] Epoch: [226] [ 0/2904] eta: 14:06:52 lr: 0.002062 loss: 0.1727 (0.1727) loss_rec_all: 0.1992 (0.1992) loss_rec_sfr: 0.1918 (0.1918) loss_cl: -0.2791 (-0.2791) time: 17.4975 data: 16.0316 max mem: 29860 [08:54:46.430285] Epoch: [226] [ 20/2904] eta: 1:17:49 lr: 0.002062 loss: 0.1842 (0.1927) loss_rec_all: 0.2107 (0.2187) loss_rec_sfr: 0.2663 (0.2829) loss_cl: -0.2797 (-0.2795) time: 0.8250 data: 0.0002 max mem: 29860 [08:55:01.310026] Epoch: [226] [ 40/2904] eta: 0:56:54 lr: 0.002062 loss: 0.1851 (0.1945) loss_rec_all: 0.2111 (0.2204) loss_rec_sfr: 0.2711 (0.2915) loss_cl: -0.2791 (-0.2792) time: 0.7439 data: 0.0002 max mem: 29860 [08:55:16.198017] Epoch: [226] [ 60/2904] eta: 0:49:32 lr: 0.002062 loss: 0.1816 (0.1943) loss_rec_all: 0.2078 (0.2202) loss_rec_sfr: 0.2589 (0.2895) loss_cl: -0.2785 (-0.2790) time: 0.7444 data: 0.0002 max mem: 29860 [08:55:31.120019] Epoch: [226] [ 80/2904] eta: 0:45:43 lr: 0.002062 loss: 0.1842 (0.1933) loss_rec_all: 0.2102 (0.2192) loss_rec_sfr: 0.2717 (0.2868) loss_cl: -0.2788 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [08:55:46.035086] Epoch: [226] [ 100/2904] eta: 0:43:18 lr: 0.002062 loss: 0.1804 (0.1936) loss_rec_all: 0.2068 (0.2194) loss_rec_sfr: 0.2645 (0.2894) loss_cl: -0.2778 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [08:56:00.964153] Epoch: [226] [ 120/2904] eta: 0:41:37 lr: 0.002062 loss: 0.1898 (0.1952) loss_rec_all: 0.2160 (0.2210) loss_rec_sfr: 0.2707 (0.2922) loss_cl: -0.2780 (-0.2786) time: 0.7464 data: 0.0002 max mem: 29860 [08:56:15.889271] Epoch: [226] [ 140/2904] eta: 0:40:20 lr: 0.002062 loss: 0.1857 (0.1956) loss_rec_all: 0.2113 (0.2214) loss_rec_sfr: 0.2682 (0.2926) loss_cl: -0.2782 (-0.2785) time: 0.7462 data: 0.0002 max mem: 29860 [08:56:30.833173] Epoch: [226] [ 160/2904] eta: 0:39:18 lr: 0.002062 loss: 0.1795 (0.1957) loss_rec_all: 0.2058 (0.2215) loss_rec_sfr: 0.2715 (0.2932) loss_cl: -0.2793 (-0.2786) time: 0.7472 data: 0.0002 max mem: 29860 [08:56:45.766500] Epoch: [226] [ 180/2904] eta: 0:38:27 lr: 0.002062 loss: 0.1844 (0.1958) loss_rec_all: 0.2108 (0.2216) loss_rec_sfr: 0.2804 (0.2942) loss_cl: -0.2794 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [08:57:00.720235] Epoch: [226] [ 200/2904] eta: 0:37:43 lr: 0.002062 loss: 0.1857 (0.1953) loss_rec_all: 0.2118 (0.2212) loss_rec_sfr: 0.2658 (0.2925) loss_cl: -0.2788 (-0.2787) time: 0.7476 data: 0.0002 max mem: 29860 [08:57:15.641856] Epoch: [226] [ 220/2904] eta: 0:37:04 lr: 0.002062 loss: 0.1834 (0.1949) loss_rec_all: 0.2094 (0.2207) loss_rec_sfr: 0.2617 (0.2906) loss_cl: -0.2787 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [08:57:30.569371] Epoch: [226] [ 240/2904] eta: 0:36:30 lr: 0.002062 loss: 0.1842 (0.1951) loss_rec_all: 0.2101 (0.2210) loss_rec_sfr: 0.2822 (0.2920) loss_cl: -0.2791 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [08:57:45.490843] Epoch: [226] [ 260/2904] eta: 0:35:58 lr: 0.002062 loss: 0.1838 (0.1950) loss_rec_all: 0.2098 (0.2208) loss_rec_sfr: 0.2637 (0.2912) loss_cl: -0.2788 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [08:58:00.425810] Epoch: [226] [ 280/2904] eta: 0:35:28 lr: 0.002062 loss: 0.1835 (0.1950) loss_rec_all: 0.2100 (0.2209) loss_rec_sfr: 0.2627 (0.2908) loss_cl: -0.2790 (-0.2787) time: 0.7467 data: 0.0002 max mem: 29860 [08:58:15.346090] Epoch: [226] [ 300/2904] eta: 0:35:01 lr: 0.002062 loss: 0.1835 (0.1947) loss_rec_all: 0.2099 (0.2205) loss_rec_sfr: 0.2330 (0.2889) loss_cl: -0.2790 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [08:58:30.276804] Epoch: [226] [ 320/2904] eta: 0:34:35 lr: 0.002062 loss: 0.1826 (0.1954) loss_rec_all: 0.2086 (0.2212) loss_rec_sfr: 0.2660 (0.2908) loss_cl: -0.2794 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [08:58:45.201057] Epoch: [226] [ 340/2904] eta: 0:34:10 lr: 0.002062 loss: 0.1951 (0.1963) loss_rec_all: 0.2213 (0.2221) loss_rec_sfr: 0.2638 (0.2930) loss_cl: -0.2795 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [08:59:00.123301] Epoch: [226] [ 360/2904] eta: 0:33:47 lr: 0.002062 loss: 0.1820 (0.1960) loss_rec_all: 0.2081 (0.2218) loss_rec_sfr: 0.2728 (0.2927) loss_cl: -0.2795 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [08:59:15.068460] Epoch: [226] [ 380/2904] eta: 0:33:24 lr: 0.002062 loss: 0.1821 (0.1958) loss_rec_all: 0.2083 (0.2217) loss_rec_sfr: 0.2271 (0.2912) loss_cl: -0.2786 (-0.2788) time: 0.7472 data: 0.0002 max mem: 29860 [08:59:29.981943] Epoch: [226] [ 400/2904] eta: 0:33:02 lr: 0.002062 loss: 0.1812 (0.1957) loss_rec_all: 0.2075 (0.2215) loss_rec_sfr: 0.2314 (0.2904) loss_cl: -0.2783 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [08:59:44.897408] Epoch: [226] [ 420/2904] eta: 0:32:41 lr: 0.002062 loss: 0.1834 (0.1954) loss_rec_all: 0.2092 (0.2213) loss_rec_sfr: 0.2553 (0.2895) loss_cl: -0.2786 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [08:59:59.811226] Epoch: [226] [ 440/2904] eta: 0:32:20 lr: 0.002062 loss: 0.1863 (0.1955) loss_rec_all: 0.2122 (0.2214) loss_rec_sfr: 0.2667 (0.2896) loss_cl: -0.2779 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [09:00:14.731348] Epoch: [226] [ 460/2904] eta: 0:32:00 lr: 0.002062 loss: 0.1836 (0.1953) loss_rec_all: 0.2099 (0.2212) loss_rec_sfr: 0.2744 (0.2895) loss_cl: -0.2783 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [09:00:29.649094] Epoch: [226] [ 480/2904] eta: 0:31:40 lr: 0.002062 loss: 0.1805 (0.1951) loss_rec_all: 0.2070 (0.2210) loss_rec_sfr: 0.2559 (0.2884) loss_cl: -0.2794 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [09:00:44.565450] Epoch: [226] [ 500/2904] eta: 0:31:21 lr: 0.002062 loss: 0.1812 (0.1948) loss_rec_all: 0.2075 (0.2207) loss_rec_sfr: 0.2300 (0.2867) loss_cl: -0.2792 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [09:00:59.484626] Epoch: [226] [ 520/2904] eta: 0:31:02 lr: 0.002062 loss: 0.1842 (0.1948) loss_rec_all: 0.2101 (0.2207) loss_rec_sfr: 0.2629 (0.2865) loss_cl: -0.2792 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [09:01:14.400890] Epoch: [226] [ 540/2904] eta: 0:30:43 lr: 0.002062 loss: 0.1823 (0.1946) loss_rec_all: 0.2089 (0.2205) loss_rec_sfr: 0.2742 (0.2863) loss_cl: -0.2790 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [09:01:29.318777] Epoch: [226] [ 560/2904] eta: 0:30:25 lr: 0.002062 loss: 0.1907 (0.1951) loss_rec_all: 0.2167 (0.2209) loss_rec_sfr: 0.2807 (0.2878) loss_cl: -0.2784 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [09:01:44.236785] Epoch: [226] [ 580/2904] eta: 0:30:07 lr: 0.002062 loss: 0.1840 (0.1951) loss_rec_all: 0.2106 (0.2210) loss_rec_sfr: 0.2569 (0.2877) loss_cl: -0.2789 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [09:01:59.160047] Epoch: [226] [ 600/2904] eta: 0:29:49 lr: 0.002062 loss: 0.1906 (0.1954) loss_rec_all: 0.2171 (0.2213) loss_rec_sfr: 0.2661 (0.2887) loss_cl: -0.2794 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [09:02:14.085411] Epoch: [226] [ 620/2904] eta: 0:29:31 lr: 0.002062 loss: 0.1875 (0.1955) loss_rec_all: 0.2136 (0.2213) loss_rec_sfr: 0.2655 (0.2886) loss_cl: -0.2790 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [09:02:29.004325] Epoch: [226] [ 640/2904] eta: 0:29:13 lr: 0.002062 loss: 0.1853 (0.1955) loss_rec_all: 0.2118 (0.2214) loss_rec_sfr: 0.2702 (0.2886) loss_cl: -0.2784 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [09:02:43.921607] Epoch: [226] [ 660/2904] eta: 0:28:56 lr: 0.002062 loss: 0.1836 (0.1953) loss_rec_all: 0.2096 (0.2212) loss_rec_sfr: 0.2556 (0.2877) loss_cl: -0.2787 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [09:02:58.836891] Epoch: [226] [ 680/2904] eta: 0:28:39 lr: 0.002062 loss: 0.1833 (0.1951) loss_rec_all: 0.2092 (0.2209) loss_rec_sfr: 0.2228 (0.2864) loss_cl: -0.2789 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [09:03:13.752474] Epoch: [226] [ 700/2904] eta: 0:28:21 lr: 0.002062 loss: 0.1807 (0.1950) loss_rec_all: 0.2068 (0.2208) loss_rec_sfr: 0.2274 (0.2858) loss_cl: -0.2791 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [09:03:28.671749] Epoch: [226] [ 720/2904] eta: 0:28:04 lr: 0.002062 loss: 0.1801 (0.1951) loss_rec_all: 0.2066 (0.2209) loss_rec_sfr: 0.2680 (0.2863) loss_cl: -0.2794 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [09:03:43.591677] Epoch: [226] [ 740/2904] eta: 0:27:47 lr: 0.002062 loss: 0.1886 (0.1951) loss_rec_all: 0.2143 (0.2210) loss_rec_sfr: 0.2633 (0.2863) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [09:03:58.507018] Epoch: [226] [ 760/2904] eta: 0:27:31 lr: 0.002062 loss: 0.1864 (0.1954) loss_rec_all: 0.2125 (0.2213) loss_rec_sfr: 0.2633 (0.2874) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [09:04:13.422990] Epoch: [226] [ 780/2904] eta: 0:27:14 lr: 0.002062 loss: 0.1878 (0.1956) loss_rec_all: 0.2135 (0.2215) loss_rec_sfr: 0.2706 (0.2878) loss_cl: -0.2782 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [09:04:28.337527] Epoch: [226] [ 800/2904] eta: 0:26:57 lr: 0.002061 loss: 0.1894 (0.1957) loss_rec_all: 0.2154 (0.2216) loss_rec_sfr: 0.2660 (0.2882) loss_cl: -0.2795 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [09:04:43.255429] Epoch: [226] [ 820/2904] eta: 0:26:41 lr: 0.002061 loss: 0.1832 (0.1958) loss_rec_all: 0.2095 (0.2216) loss_rec_sfr: 0.2673 (0.2883) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [09:04:58.169668] Epoch: [226] [ 840/2904] eta: 0:26:24 lr: 0.002061 loss: 0.1893 (0.1959) loss_rec_all: 0.2154 (0.2217) loss_rec_sfr: 0.2735 (0.2887) loss_cl: -0.2782 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [09:05:13.085288] Epoch: [226] [ 860/2904] eta: 0:26:08 lr: 0.002061 loss: 0.1863 (0.1958) loss_rec_all: 0.2123 (0.2216) loss_rec_sfr: 0.2730 (0.2884) loss_cl: -0.2783 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [09:05:28.005217] Epoch: [226] [ 880/2904] eta: 0:25:51 lr: 0.002061 loss: 0.1835 (0.1956) loss_rec_all: 0.2096 (0.2214) loss_rec_sfr: 0.2718 (0.2878) loss_cl: -0.2801 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [09:05:42.923151] Epoch: [226] [ 900/2904] eta: 0:25:35 lr: 0.002061 loss: 0.1841 (0.1956) loss_rec_all: 0.2099 (0.2214) loss_rec_sfr: 0.2816 (0.2880) loss_cl: -0.2794 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [09:05:57.839965] Epoch: [226] [ 920/2904] eta: 0:25:19 lr: 0.002061 loss: 0.1824 (0.1954) loss_rec_all: 0.2082 (0.2213) loss_rec_sfr: 0.2704 (0.2877) loss_cl: -0.2783 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [09:06:12.761008] Epoch: [226] [ 940/2904] eta: 0:25:03 lr: 0.002061 loss: 0.1828 (0.1953) loss_rec_all: 0.2087 (0.2212) loss_rec_sfr: 0.2749 (0.2876) loss_cl: -0.2777 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [09:06:27.677647] Epoch: [226] [ 960/2904] eta: 0:24:47 lr: 0.002061 loss: 0.1860 (0.1953) loss_rec_all: 0.2119 (0.2212) loss_rec_sfr: 0.2671 (0.2875) loss_cl: -0.2790 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [09:06:42.592250] Epoch: [226] [ 980/2904] eta: 0:24:31 lr: 0.002061 loss: 0.1859 (0.1953) loss_rec_all: 0.2125 (0.2212) loss_rec_sfr: 0.2714 (0.2876) loss_cl: -0.2798 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [09:06:57.512091] Epoch: [226] [1000/2904] eta: 0:24:15 lr: 0.002061 loss: 0.1857 (0.1952) loss_rec_all: 0.2118 (0.2211) loss_rec_sfr: 0.2670 (0.2872) loss_cl: -0.2797 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [09:07:12.431728] Epoch: [226] [1020/2904] eta: 0:23:59 lr: 0.002061 loss: 0.1841 (0.1952) loss_rec_all: 0.2099 (0.2211) loss_rec_sfr: 0.2746 (0.2877) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [09:07:27.352310] Epoch: [226] [1040/2904] eta: 0:23:43 lr: 0.002061 loss: 0.1841 (0.1951) loss_rec_all: 0.2102 (0.2210) loss_rec_sfr: 0.2782 (0.2877) loss_cl: -0.2795 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [09:07:42.269266] Epoch: [226] [1060/2904] eta: 0:23:27 lr: 0.002061 loss: 0.1868 (0.1951) loss_rec_all: 0.2128 (0.2210) loss_rec_sfr: 0.2727 (0.2876) loss_cl: -0.2794 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [09:07:57.188264] Epoch: [226] [1080/2904] eta: 0:23:11 lr: 0.002061 loss: 0.1862 (0.1952) loss_rec_all: 0.2123 (0.2210) loss_rec_sfr: 0.2717 (0.2880) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [09:08:12.101165] Epoch: [226] [1100/2904] eta: 0:22:55 lr: 0.002061 loss: 0.1877 (0.1952) loss_rec_all: 0.2137 (0.2210) loss_rec_sfr: 0.2646 (0.2878) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [09:08:27.018392] Epoch: [226] [1120/2904] eta: 0:22:39 lr: 0.002061 loss: 0.1842 (0.1953) loss_rec_all: 0.2103 (0.2211) loss_rec_sfr: 0.2652 (0.2880) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [09:08:41.933983] Epoch: [226] [1140/2904] eta: 0:22:24 lr: 0.002061 loss: 0.1807 (0.1950) loss_rec_all: 0.2071 (0.2209) loss_rec_sfr: 0.2334 (0.2872) loss_cl: -0.2798 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [09:08:56.851953] Epoch: [226] [1160/2904] eta: 0:22:08 lr: 0.002061 loss: 0.1845 (0.1950) loss_rec_all: 0.2104 (0.2208) loss_rec_sfr: 0.2586 (0.2869) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [09:09:11.775503] Epoch: [226] [1180/2904] eta: 0:21:52 lr: 0.002061 loss: 0.1853 (0.1950) loss_rec_all: 0.2116 (0.2209) loss_rec_sfr: 0.2641 (0.2869) loss_cl: -0.2786 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [09:09:26.697420] Epoch: [226] [1200/2904] eta: 0:21:37 lr: 0.002061 loss: 0.1826 (0.1951) loss_rec_all: 0.2087 (0.2209) loss_rec_sfr: 0.2722 (0.2872) loss_cl: -0.2799 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [09:09:41.613532] Epoch: [226] [1220/2904] eta: 0:21:21 lr: 0.002061 loss: 0.1826 (0.1950) loss_rec_all: 0.2089 (0.2209) loss_rec_sfr: 0.2668 (0.2871) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [09:09:56.529927] Epoch: [226] [1240/2904] eta: 0:21:05 lr: 0.002061 loss: 0.1835 (0.1950) loss_rec_all: 0.2099 (0.2209) loss_rec_sfr: 0.2620 (0.2871) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [09:10:11.443513] Epoch: [226] [1260/2904] eta: 0:20:50 lr: 0.002061 loss: 0.1819 (0.1949) loss_rec_all: 0.2079 (0.2208) loss_rec_sfr: 0.2589 (0.2866) loss_cl: -0.2796 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [09:10:26.358799] Epoch: [226] [1280/2904] eta: 0:20:34 lr: 0.002061 loss: 0.1808 (0.1948) loss_rec_all: 0.2067 (0.2207) loss_rec_sfr: 0.2536 (0.2862) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [09:10:41.280771] Epoch: [226] [1300/2904] eta: 0:20:19 lr: 0.002061 loss: 0.1841 (0.1947) loss_rec_all: 0.2099 (0.2206) loss_rec_sfr: 0.2702 (0.2860) loss_cl: -0.2793 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [09:10:56.201935] Epoch: [226] [1320/2904] eta: 0:20:03 lr: 0.002061 loss: 0.1824 (0.1947) loss_rec_all: 0.2088 (0.2205) loss_rec_sfr: 0.2832 (0.2860) loss_cl: -0.2802 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [09:11:11.121626] Epoch: [226] [1340/2904] eta: 0:19:48 lr: 0.002061 loss: 0.1850 (0.1947) loss_rec_all: 0.2109 (0.2206) loss_rec_sfr: 0.2783 (0.2862) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [09:11:26.034508] Epoch: [226] [1360/2904] eta: 0:19:32 lr: 0.002061 loss: 0.1829 (0.1946) loss_rec_all: 0.2094 (0.2205) loss_rec_sfr: 0.2668 (0.2860) loss_cl: -0.2783 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [09:11:40.949137] Epoch: [226] [1380/2904] eta: 0:19:17 lr: 0.002061 loss: 0.1917 (0.1948) loss_rec_all: 0.2175 (0.2207) loss_rec_sfr: 0.2729 (0.2865) loss_cl: -0.2779 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [09:11:55.871003] Epoch: [226] [1400/2904] eta: 0:19:01 lr: 0.002061 loss: 0.1810 (0.1949) loss_rec_all: 0.2074 (0.2207) loss_rec_sfr: 0.2760 (0.2868) loss_cl: -0.2788 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [09:12:10.792747] Epoch: [226] [1420/2904] eta: 0:18:46 lr: 0.002061 loss: 0.1860 (0.1948) loss_rec_all: 0.2120 (0.2207) loss_rec_sfr: 0.2696 (0.2865) loss_cl: -0.2795 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [09:12:25.711167] Epoch: [226] [1440/2904] eta: 0:18:30 lr: 0.002061 loss: 0.1817 (0.1948) loss_rec_all: 0.2082 (0.2207) loss_rec_sfr: 0.2606 (0.2863) loss_cl: -0.2797 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [09:12:40.634052] Epoch: [226] [1460/2904] eta: 0:18:15 lr: 0.002061 loss: 0.1859 (0.1948) loss_rec_all: 0.2120 (0.2207) loss_rec_sfr: 0.2719 (0.2863) loss_cl: -0.2791 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [09:12:55.557432] Epoch: [226] [1480/2904] eta: 0:17:59 lr: 0.002061 loss: 0.1816 (0.1946) loss_rec_all: 0.2078 (0.2205) loss_rec_sfr: 0.2680 (0.2859) loss_cl: -0.2783 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [09:13:10.476198] Epoch: [226] [1500/2904] eta: 0:17:44 lr: 0.002061 loss: 0.1839 (0.1946) loss_rec_all: 0.2099 (0.2205) loss_rec_sfr: 0.2619 (0.2858) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [09:13:25.397827] Epoch: [226] [1520/2904] eta: 0:17:29 lr: 0.002061 loss: 0.1861 (0.1946) loss_rec_all: 0.2120 (0.2204) loss_rec_sfr: 0.2725 (0.2857) loss_cl: -0.2792 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [09:13:40.323542] Epoch: [226] [1540/2904] eta: 0:17:13 lr: 0.002061 loss: 0.1791 (0.1945) loss_rec_all: 0.2057 (0.2204) loss_rec_sfr: 0.2586 (0.2856) loss_cl: -0.2793 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [09:13:55.243497] Epoch: [226] [1560/2904] eta: 0:16:58 lr: 0.002061 loss: 0.1822 (0.1945) loss_rec_all: 0.2080 (0.2204) loss_rec_sfr: 0.2485 (0.2855) loss_cl: -0.2784 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [09:14:10.161521] Epoch: [226] [1580/2904] eta: 0:16:42 lr: 0.002061 loss: 0.1831 (0.1945) loss_rec_all: 0.2092 (0.2204) loss_rec_sfr: 0.2686 (0.2855) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [09:14:25.082409] Epoch: [226] [1600/2904] eta: 0:16:27 lr: 0.002061 loss: 0.1856 (0.1947) loss_rec_all: 0.2116 (0.2205) loss_rec_sfr: 0.2565 (0.2859) loss_cl: -0.2797 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [09:14:39.999773] Epoch: [226] [1620/2904] eta: 0:16:12 lr: 0.002061 loss: 0.1815 (0.1946) loss_rec_all: 0.2077 (0.2205) loss_rec_sfr: 0.2382 (0.2857) loss_cl: -0.2797 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [09:14:54.917936] Epoch: [226] [1640/2904] eta: 0:15:56 lr: 0.002060 loss: 0.1840 (0.1946) loss_rec_all: 0.2101 (0.2204) loss_rec_sfr: 0.2569 (0.2856) loss_cl: -0.2776 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [09:15:09.841445] Epoch: [226] [1660/2904] eta: 0:15:41 lr: 0.002060 loss: 0.1825 (0.1947) loss_rec_all: 0.2086 (0.2206) loss_rec_sfr: 0.2691 (0.2860) loss_cl: -0.2780 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [09:15:24.770481] Epoch: [226] [1680/2904] eta: 0:15:26 lr: 0.002060 loss: 0.1830 (0.1946) loss_rec_all: 0.2091 (0.2205) loss_rec_sfr: 0.2662 (0.2859) loss_cl: -0.2786 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [09:15:39.684736] Epoch: [226] [1700/2904] eta: 0:15:11 lr: 0.002060 loss: 0.1800 (0.1946) loss_rec_all: 0.2061 (0.2205) loss_rec_sfr: 0.2682 (0.2856) loss_cl: -0.2795 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [09:15:54.598351] Epoch: [226] [1720/2904] eta: 0:14:55 lr: 0.002060 loss: 0.1812 (0.1945) loss_rec_all: 0.2070 (0.2204) loss_rec_sfr: 0.2674 (0.2856) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [09:16:09.512001] Epoch: [226] [1740/2904] eta: 0:14:40 lr: 0.002060 loss: 0.1932 (0.1947) loss_rec_all: 0.2194 (0.2206) loss_rec_sfr: 0.2677 (0.2861) loss_cl: -0.2795 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [09:16:24.426239] Epoch: [226] [1760/2904] eta: 0:14:25 lr: 0.002060 loss: 0.1827 (0.1946) loss_rec_all: 0.2091 (0.2205) loss_rec_sfr: 0.2652 (0.2860) loss_cl: -0.2795 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [09:16:39.344414] Epoch: [226] [1780/2904] eta: 0:14:10 lr: 0.002060 loss: 0.1929 (0.1947) loss_rec_all: 0.2186 (0.2206) loss_rec_sfr: 0.2775 (0.2864) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [09:16:54.261188] Epoch: [226] [1800/2904] eta: 0:13:54 lr: 0.002060 loss: 0.1826 (0.1947) loss_rec_all: 0.2085 (0.2206) loss_rec_sfr: 0.2367 (0.2861) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [09:17:09.182357] Epoch: [226] [1820/2904] eta: 0:13:39 lr: 0.002060 loss: 0.1923 (0.1948) loss_rec_all: 0.2182 (0.2207) loss_rec_sfr: 0.2873 (0.2867) loss_cl: -0.2784 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [09:17:24.100790] Epoch: [226] [1840/2904] eta: 0:13:24 lr: 0.002060 loss: 0.1837 (0.1949) loss_rec_all: 0.2097 (0.2208) loss_rec_sfr: 0.2725 (0.2870) loss_cl: -0.2783 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [09:17:39.025511] Epoch: [226] [1860/2904] eta: 0:13:09 lr: 0.002060 loss: 0.1836 (0.1950) loss_rec_all: 0.2099 (0.2209) loss_rec_sfr: 0.2670 (0.2873) loss_cl: -0.2782 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [09:17:53.950823] Epoch: [226] [1880/2904] eta: 0:12:53 lr: 0.002060 loss: 0.1883 (0.1950) loss_rec_all: 0.2140 (0.2209) loss_rec_sfr: 0.2782 (0.2874) loss_cl: -0.2775 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [09:18:08.872977] Epoch: [226] [1900/2904] eta: 0:12:38 lr: 0.002060 loss: 0.1846 (0.1950) loss_rec_all: 0.2107 (0.2209) loss_rec_sfr: 0.2643 (0.2875) loss_cl: -0.2792 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [09:18:23.798645] Epoch: [226] [1920/2904] eta: 0:12:23 lr: 0.002060 loss: 0.1848 (0.1950) loss_rec_all: 0.2107 (0.2209) loss_rec_sfr: 0.2708 (0.2874) loss_cl: -0.2791 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [09:18:38.718538] Epoch: [226] [1940/2904] eta: 0:12:08 lr: 0.002060 loss: 0.1862 (0.1951) loss_rec_all: 0.2119 (0.2209) loss_rec_sfr: 0.2800 (0.2875) loss_cl: -0.2780 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [09:18:53.639828] Epoch: [226] [1960/2904] eta: 0:11:52 lr: 0.002060 loss: 0.1863 (0.1951) loss_rec_all: 0.2126 (0.2210) loss_rec_sfr: 0.2678 (0.2877) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [09:19:08.561036] Epoch: [226] [1980/2904] eta: 0:11:37 lr: 0.002060 loss: 0.1825 (0.1951) loss_rec_all: 0.2082 (0.2210) loss_rec_sfr: 0.2646 (0.2876) loss_cl: -0.2779 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [09:19:23.484716] Epoch: [226] [2000/2904] eta: 0:11:22 lr: 0.002060 loss: 0.1808 (0.1950) loss_rec_all: 0.2075 (0.2209) loss_rec_sfr: 0.2340 (0.2873) loss_cl: -0.2785 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [09:19:38.418383] Epoch: [226] [2020/2904] eta: 0:11:07 lr: 0.002060 loss: 0.1824 (0.1950) loss_rec_all: 0.2086 (0.2209) loss_rec_sfr: 0.2708 (0.2874) loss_cl: -0.2790 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [09:19:53.340620] Epoch: [226] [2040/2904] eta: 0:10:52 lr: 0.002060 loss: 0.1867 (0.1951) loss_rec_all: 0.2128 (0.2210) loss_rec_sfr: 0.2738 (0.2876) loss_cl: -0.2786 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [09:20:08.262113] Epoch: [226] [2060/2904] eta: 0:10:37 lr: 0.002060 loss: 0.1841 (0.1951) loss_rec_all: 0.2102 (0.2210) loss_rec_sfr: 0.2643 (0.2876) loss_cl: -0.2795 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [09:20:23.175501] Epoch: [226] [2080/2904] eta: 0:10:21 lr: 0.002060 loss: 0.1888 (0.1951) loss_rec_all: 0.2150 (0.2210) loss_rec_sfr: 0.2605 (0.2876) loss_cl: -0.2784 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [09:20:38.090759] Epoch: [226] [2100/2904] eta: 0:10:06 lr: 0.002060 loss: 0.1854 (0.1951) loss_rec_all: 0.2111 (0.2210) loss_rec_sfr: 0.2629 (0.2875) loss_cl: -0.2782 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [09:20:53.003589] Epoch: [226] [2120/2904] eta: 0:09:51 lr: 0.002060 loss: 0.1868 (0.1951) loss_rec_all: 0.2130 (0.2209) loss_rec_sfr: 0.2663 (0.2874) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [09:21:07.921527] Epoch: [226] [2140/2904] eta: 0:09:36 lr: 0.002060 loss: 0.1814 (0.1950) loss_rec_all: 0.2075 (0.2209) loss_rec_sfr: 0.2502 (0.2872) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [09:21:22.840181] Epoch: [226] [2160/2904] eta: 0:09:21 lr: 0.002060 loss: 0.1860 (0.1951) loss_rec_all: 0.2123 (0.2209) loss_rec_sfr: 0.2784 (0.2874) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [09:21:37.756472] Epoch: [226] [2180/2904] eta: 0:09:06 lr: 0.002060 loss: 0.1823 (0.1950) loss_rec_all: 0.2082 (0.2209) loss_rec_sfr: 0.2604 (0.2873) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [09:21:52.676579] Epoch: [226] [2200/2904] eta: 0:08:51 lr: 0.002060 loss: 0.1803 (0.1950) loss_rec_all: 0.2060 (0.2209) loss_rec_sfr: 0.2279 (0.2871) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [09:22:07.598200] Epoch: [226] [2220/2904] eta: 0:08:35 lr: 0.002060 loss: 0.1898 (0.1950) loss_rec_all: 0.2160 (0.2209) loss_rec_sfr: 0.2677 (0.2873) loss_cl: -0.2792 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [09:22:22.516001] Epoch: [226] [2240/2904] eta: 0:08:20 lr: 0.002060 loss: 0.1872 (0.1951) loss_rec_all: 0.2129 (0.2209) loss_rec_sfr: 0.2709 (0.2873) loss_cl: -0.2782 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [09:22:37.431629] Epoch: [226] [2260/2904] eta: 0:08:05 lr: 0.002060 loss: 0.1812 (0.1950) loss_rec_all: 0.2071 (0.2209) loss_rec_sfr: 0.2642 (0.2872) loss_cl: -0.2784 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [09:22:52.345767] Epoch: [226] [2280/2904] eta: 0:07:50 lr: 0.002060 loss: 0.1840 (0.1950) loss_rec_all: 0.2101 (0.2209) loss_rec_sfr: 0.2653 (0.2872) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [09:23:07.262339] Epoch: [226] [2300/2904] eta: 0:07:35 lr: 0.002060 loss: 0.1858 (0.1950) loss_rec_all: 0.2117 (0.2209) loss_rec_sfr: 0.2662 (0.2871) loss_cl: -0.2797 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [09:23:22.186562] Epoch: [226] [2320/2904] eta: 0:07:20 lr: 0.002060 loss: 0.1876 (0.1950) loss_rec_all: 0.2134 (0.2209) loss_rec_sfr: 0.2668 (0.2871) loss_cl: -0.2787 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [09:23:37.107897] Epoch: [226] [2340/2904] eta: 0:07:05 lr: 0.002060 loss: 0.1859 (0.1950) loss_rec_all: 0.2121 (0.2209) loss_rec_sfr: 0.2759 (0.2871) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [09:23:52.023548] Epoch: [226] [2360/2904] eta: 0:06:50 lr: 0.002060 loss: 0.1805 (0.1950) loss_rec_all: 0.2069 (0.2209) loss_rec_sfr: 0.2661 (0.2870) loss_cl: -0.2778 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [09:24:06.945608] Epoch: [226] [2380/2904] eta: 0:06:34 lr: 0.002060 loss: 0.1816 (0.1950) loss_rec_all: 0.2077 (0.2208) loss_rec_sfr: 0.2403 (0.2869) loss_cl: -0.2791 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [09:24:21.864915] Epoch: [226] [2400/2904] eta: 0:06:19 lr: 0.002060 loss: 0.1846 (0.1949) loss_rec_all: 0.2105 (0.2208) loss_rec_sfr: 0.2650 (0.2869) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [09:24:36.780061] Epoch: [226] [2420/2904] eta: 0:06:04 lr: 0.002060 loss: 0.1830 (0.1949) loss_rec_all: 0.2090 (0.2208) loss_rec_sfr: 0.2701 (0.2867) loss_cl: -0.2799 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [09:24:51.694057] Epoch: [226] [2440/2904] eta: 0:05:49 lr: 0.002060 loss: 0.1869 (0.1948) loss_rec_all: 0.2128 (0.2207) loss_rec_sfr: 0.2715 (0.2866) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [09:25:06.618690] Epoch: [226] [2460/2904] eta: 0:05:34 lr: 0.002060 loss: 0.1852 (0.1949) loss_rec_all: 0.2109 (0.2207) loss_rec_sfr: 0.2763 (0.2868) loss_cl: -0.2779 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [09:25:21.538210] Epoch: [226] [2480/2904] eta: 0:05:19 lr: 0.002059 loss: 0.1915 (0.1950) loss_rec_all: 0.2174 (0.2209) loss_rec_sfr: 0.2796 (0.2872) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [09:25:36.459341] Epoch: [226] [2500/2904] eta: 0:05:04 lr: 0.002059 loss: 0.1859 (0.1951) loss_rec_all: 0.2123 (0.2209) loss_rec_sfr: 0.2706 (0.2874) loss_cl: -0.2797 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [09:25:51.372765] Epoch: [226] [2520/2904] eta: 0:04:49 lr: 0.002059 loss: 0.1816 (0.1950) loss_rec_all: 0.2079 (0.2209) loss_rec_sfr: 0.2448 (0.2872) loss_cl: -0.2793 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [09:26:06.287071] Epoch: [226] [2540/2904] eta: 0:04:34 lr: 0.002059 loss: 0.1955 (0.1951) loss_rec_all: 0.2215 (0.2210) loss_rec_sfr: 0.2797 (0.2875) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [09:26:21.203233] Epoch: [226] [2560/2904] eta: 0:04:19 lr: 0.002059 loss: 0.1867 (0.1951) loss_rec_all: 0.2128 (0.2210) loss_rec_sfr: 0.2637 (0.2874) loss_cl: -0.2781 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [09:26:36.128475] Epoch: [226] [2580/2904] eta: 0:04:03 lr: 0.002059 loss: 0.1789 (0.1950) loss_rec_all: 0.2052 (0.2209) loss_rec_sfr: 0.2561 (0.2871) loss_cl: -0.2787 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [09:26:51.047687] Epoch: [226] [2600/2904] eta: 0:03:48 lr: 0.002059 loss: 0.1819 (0.1949) loss_rec_all: 0.2082 (0.2208) loss_rec_sfr: 0.2347 (0.2868) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [09:27:05.969678] Epoch: [226] [2620/2904] eta: 0:03:33 lr: 0.002059 loss: 0.1842 (0.1950) loss_rec_all: 0.2102 (0.2208) loss_rec_sfr: 0.2666 (0.2869) loss_cl: -0.2784 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [09:27:20.884291] Epoch: [226] [2640/2904] eta: 0:03:18 lr: 0.002059 loss: 0.1837 (0.1950) loss_rec_all: 0.2097 (0.2209) loss_rec_sfr: 0.2822 (0.2872) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [09:27:35.798969] Epoch: [226] [2660/2904] eta: 0:03:03 lr: 0.002059 loss: 0.1888 (0.1951) loss_rec_all: 0.2150 (0.2209) loss_rec_sfr: 0.2736 (0.2873) loss_cl: -0.2793 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [09:27:50.714092] Epoch: [226] [2680/2904] eta: 0:02:48 lr: 0.002059 loss: 0.1834 (0.1950) loss_rec_all: 0.2093 (0.2209) loss_rec_sfr: 0.2663 (0.2872) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [09:28:05.632827] Epoch: [226] [2700/2904] eta: 0:02:33 lr: 0.002059 loss: 0.1877 (0.1951) loss_rec_all: 0.2136 (0.2209) loss_rec_sfr: 0.2781 (0.2873) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [09:28:20.551035] Epoch: [226] [2720/2904] eta: 0:02:18 lr: 0.002059 loss: 0.1830 (0.1950) loss_rec_all: 0.2093 (0.2209) loss_rec_sfr: 0.2670 (0.2873) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [09:28:35.463756] Epoch: [226] [2740/2904] eta: 0:02:03 lr: 0.002059 loss: 0.1853 (0.1950) loss_rec_all: 0.2116 (0.2209) loss_rec_sfr: 0.2670 (0.2872) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [09:28:50.381507] Epoch: [226] [2760/2904] eta: 0:01:48 lr: 0.002059 loss: 0.1873 (0.1950) loss_rec_all: 0.2133 (0.2209) loss_rec_sfr: 0.2660 (0.2873) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [09:29:05.298083] Epoch: [226] [2780/2904] eta: 0:01:33 lr: 0.002059 loss: 0.1880 (0.1950) loss_rec_all: 0.2141 (0.2209) loss_rec_sfr: 0.2672 (0.2873) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [09:29:20.212844] Epoch: [226] [2800/2904] eta: 0:01:18 lr: 0.002059 loss: 0.1838 (0.1950) loss_rec_all: 0.2097 (0.2209) loss_rec_sfr: 0.2677 (0.2873) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [09:29:35.134524] Epoch: [226] [2820/2904] eta: 0:01:03 lr: 0.002059 loss: 0.1808 (0.1950) loss_rec_all: 0.2072 (0.2209) loss_rec_sfr: 0.2300 (0.2872) loss_cl: -0.2793 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [09:29:50.077604] Epoch: [226] [2840/2904] eta: 0:00:48 lr: 0.002059 loss: 0.1862 (0.1950) loss_rec_all: 0.2120 (0.2209) loss_rec_sfr: 0.2695 (0.2873) loss_cl: -0.2786 (-0.2788) time: 0.7471 data: 0.0023 max mem: 29860 [09:30:04.979526] Epoch: [226] [2860/2904] eta: 0:00:33 lr: 0.002059 loss: 0.1850 (0.1951) loss_rec_all: 0.2110 (0.2210) loss_rec_sfr: 0.2694 (0.2875) loss_cl: -0.2783 (-0.2788) time: 0.7451 data: 0.0001 max mem: 29860 [09:30:19.881862] Epoch: [226] [2880/2904] eta: 0:00:18 lr: 0.002059 loss: 0.1874 (0.1951) loss_rec_all: 0.2136 (0.2209) loss_rec_sfr: 0.2659 (0.2874) loss_cl: -0.2788 (-0.2788) time: 0.7451 data: 0.0001 max mem: 29860 [09:30:34.780283] Epoch: [226] [2900/2904] eta: 0:00:03 lr: 0.002059 loss: 0.1823 (0.1951) loss_rec_all: 0.2086 (0.2209) loss_rec_sfr: 0.2694 (0.2874) loss_cl: -0.2791 (-0.2788) time: 0.7449 data: 0.0001 max mem: 29860 [09:30:37.023618] Epoch: [226] [2903/2904] eta: 0:00:00 lr: 0.002059 loss: 0.1823 (0.1950) loss_rec_all: 0.2086 (0.2209) loss_rec_sfr: 0.2653 (0.2873) loss_cl: -0.2791 (-0.2788) time: 0.7450 data: 0.0001 max mem: 29860 [09:30:39.075484] Epoch: [226] Total time: 0:36:26 (0.7530 s / it) [09:30:39.088070] Averaged stats: lr: 0.002059 loss: 0.1823 (0.1973) loss_rec_all: 0.2086 (0.2208) loss_rec_sfr: 0.2653 (0.2877) loss_cl: -0.2791 (-0.2556) [09:30:39.092823] log_dir: ./checkpoint/VF2_ViT-B [09:30:55.406762] Epoch: [227] [ 0/2904] eta: 13:09:33 lr: 0.002059 loss: 0.1786 (0.1786) loss_rec_all: 0.2045 (0.2045) loss_rec_sfr: 0.2746 (0.2746) loss_cl: -0.2782 (-0.2782) time: 16.3132 data: 8.7933 max mem: 29860 [09:31:12.835244] Epoch: [227] [ 20/2904] eta: 1:17:13 lr: 0.002059 loss: 0.1848 (0.1945) loss_rec_all: 0.2106 (0.2204) loss_rec_sfr: 0.2709 (0.2833) loss_cl: -0.2789 (-0.2789) time: 0.8714 data: 0.0700 max mem: 29860 [09:31:27.711080] Epoch: [227] [ 40/2904] eta: 0:56:36 lr: 0.002059 loss: 0.1801 (0.1921) loss_rec_all: 0.2066 (0.2181) loss_rec_sfr: 0.2578 (0.2757) loss_cl: -0.2796 (-0.2791) time: 0.7438 data: 0.0002 max mem: 29860 [09:31:42.609898] Epoch: [227] [ 60/2904] eta: 0:49:21 lr: 0.002059 loss: 0.1914 (0.1971) loss_rec_all: 0.2177 (0.2230) loss_rec_sfr: 0.2749 (0.2936) loss_cl: -0.2789 (-0.2791) time: 0.7449 data: 0.0002 max mem: 29860 [09:31:57.509856] Epoch: [227] [ 80/2904] eta: 0:45:33 lr: 0.002059 loss: 0.1811 (0.1958) loss_rec_all: 0.2073 (0.2216) loss_rec_sfr: 0.2595 (0.2883) loss_cl: -0.2790 (-0.2791) time: 0.7450 data: 0.0002 max mem: 29860 [09:32:12.419612] Epoch: [227] [ 100/2904] eta: 0:43:10 lr: 0.002059 loss: 0.1879 (0.1958) loss_rec_all: 0.2138 (0.2217) loss_rec_sfr: 0.2718 (0.2884) loss_cl: -0.2789 (-0.2790) time: 0.7454 data: 0.0002 max mem: 29860 [09:32:27.342907] Epoch: [227] [ 120/2904] eta: 0:41:30 lr: 0.002059 loss: 0.1821 (0.1958) loss_rec_all: 0.2081 (0.2217) loss_rec_sfr: 0.2660 (0.2883) loss_cl: -0.2782 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [09:32:42.264595] Epoch: [227] [ 140/2904] eta: 0:40:14 lr: 0.002059 loss: 0.1813 (0.1944) loss_rec_all: 0.2077 (0.2203) loss_rec_sfr: 0.2613 (0.2840) loss_cl: -0.2791 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [09:32:57.204642] Epoch: [227] [ 160/2904] eta: 0:39:13 lr: 0.002059 loss: 0.1860 (0.1947) loss_rec_all: 0.2121 (0.2206) loss_rec_sfr: 0.2336 (0.2843) loss_cl: -0.2793 (-0.2790) time: 0.7470 data: 0.0002 max mem: 29860 [09:33:12.134917] Epoch: [227] [ 180/2904] eta: 0:38:23 lr: 0.002059 loss: 0.1802 (0.1938) loss_rec_all: 0.2067 (0.2197) loss_rec_sfr: 0.2674 (0.2823) loss_cl: -0.2798 (-0.2790) time: 0.7465 data: 0.0002 max mem: 29860 [09:33:27.074534] Epoch: [227] [ 200/2904] eta: 0:37:39 lr: 0.002059 loss: 0.1891 (0.1940) loss_rec_all: 0.2153 (0.2200) loss_rec_sfr: 0.2660 (0.2831) loss_cl: -0.2781 (-0.2789) time: 0.7469 data: 0.0002 max mem: 29860 [09:33:42.010221] Epoch: [227] [ 220/2904] eta: 0:37:01 lr: 0.002059 loss: 0.1825 (0.1936) loss_rec_all: 0.2084 (0.2196) loss_rec_sfr: 0.2657 (0.2821) loss_cl: -0.2790 (-0.2789) time: 0.7467 data: 0.0002 max mem: 29860 [09:33:56.929682] Epoch: [227] [ 240/2904] eta: 0:36:26 lr: 0.002059 loss: 0.1813 (0.1933) loss_rec_all: 0.2075 (0.2193) loss_rec_sfr: 0.2674 (0.2816) loss_cl: -0.2794 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [09:34:11.852182] Epoch: [227] [ 260/2904] eta: 0:35:55 lr: 0.002059 loss: 0.1840 (0.1933) loss_rec_all: 0.2102 (0.2192) loss_rec_sfr: 0.2683 (0.2808) loss_cl: -0.2786 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [09:34:26.770515] Epoch: [227] [ 280/2904] eta: 0:35:25 lr: 0.002059 loss: 0.1848 (0.1936) loss_rec_all: 0.2108 (0.2195) loss_rec_sfr: 0.2689 (0.2821) loss_cl: -0.2791 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [09:34:41.689975] Epoch: [227] [ 300/2904] eta: 0:34:58 lr: 0.002059 loss: 0.1839 (0.1944) loss_rec_all: 0.2098 (0.2203) loss_rec_sfr: 0.2774 (0.2850) loss_cl: -0.2783 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [09:34:56.614845] Epoch: [227] [ 320/2904] eta: 0:34:32 lr: 0.002059 loss: 0.1849 (0.1943) loss_rec_all: 0.2106 (0.2202) loss_rec_sfr: 0.2726 (0.2853) loss_cl: -0.2785 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [09:35:11.539918] Epoch: [227] [ 340/2904] eta: 0:34:08 lr: 0.002059 loss: 0.1901 (0.1945) loss_rec_all: 0.2163 (0.2204) loss_rec_sfr: 0.2639 (0.2859) loss_cl: -0.2796 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [09:35:26.464856] Epoch: [227] [ 360/2904] eta: 0:33:45 lr: 0.002059 loss: 0.1823 (0.1949) loss_rec_all: 0.2089 (0.2207) loss_rec_sfr: 0.2713 (0.2867) loss_cl: -0.2795 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [09:35:41.416714] Epoch: [227] [ 380/2904] eta: 0:33:22 lr: 0.002059 loss: 0.1840 (0.1947) loss_rec_all: 0.2098 (0.2206) loss_rec_sfr: 0.2672 (0.2860) loss_cl: -0.2784 (-0.2789) time: 0.7476 data: 0.0002 max mem: 29860 [09:35:56.334273] Epoch: [227] [ 400/2904] eta: 0:33:00 lr: 0.002059 loss: 0.1838 (0.1946) loss_rec_all: 0.2097 (0.2205) loss_rec_sfr: 0.2738 (0.2860) loss_cl: -0.2780 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [09:36:11.249396] Epoch: [227] [ 420/2904] eta: 0:32:39 lr: 0.002058 loss: 0.1815 (0.1948) loss_rec_all: 0.2077 (0.2207) loss_rec_sfr: 0.2775 (0.2868) loss_cl: -0.2782 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [09:36:26.163425] Epoch: [227] [ 440/2904] eta: 0:32:19 lr: 0.002058 loss: 0.1801 (0.1945) loss_rec_all: 0.2066 (0.2204) loss_rec_sfr: 0.2697 (0.2863) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [09:36:41.078967] Epoch: [227] [ 460/2904] eta: 0:31:58 lr: 0.002058 loss: 0.1853 (0.1946) loss_rec_all: 0.2111 (0.2205) loss_rec_sfr: 0.2749 (0.2864) loss_cl: -0.2797 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [09:36:55.995834] Epoch: [227] [ 480/2904] eta: 0:31:39 lr: 0.002058 loss: 0.1820 (0.1943) loss_rec_all: 0.2079 (0.2202) loss_rec_sfr: 0.2626 (0.2856) loss_cl: -0.2783 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [09:37:10.908624] Epoch: [227] [ 500/2904] eta: 0:31:19 lr: 0.002058 loss: 0.1879 (0.1943) loss_rec_all: 0.2142 (0.2202) loss_rec_sfr: 0.2618 (0.2852) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [09:37:25.825868] Epoch: [227] [ 520/2904] eta: 0:31:01 lr: 0.002058 loss: 0.1852 (0.1941) loss_rec_all: 0.2112 (0.2200) loss_rec_sfr: 0.2696 (0.2848) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [09:37:40.738765] Epoch: [227] [ 540/2904] eta: 0:30:42 lr: 0.002058 loss: 0.1826 (0.1940) loss_rec_all: 0.2085 (0.2199) loss_rec_sfr: 0.2658 (0.2844) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [09:37:55.651592] Epoch: [227] [ 560/2904] eta: 0:30:23 lr: 0.002058 loss: 0.1947 (0.1946) loss_rec_all: 0.2208 (0.2205) loss_rec_sfr: 0.2934 (0.2867) loss_cl: -0.2784 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [09:38:10.569866] Epoch: [227] [ 580/2904] eta: 0:30:05 lr: 0.002058 loss: 0.1828 (0.1947) loss_rec_all: 0.2087 (0.2205) loss_rec_sfr: 0.2274 (0.2865) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [09:38:25.487598] Epoch: [227] [ 600/2904] eta: 0:29:47 lr: 0.002058 loss: 0.1851 (0.1945) loss_rec_all: 0.2112 (0.2204) loss_rec_sfr: 0.2713 (0.2861) loss_cl: -0.2798 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [09:38:40.407881] Epoch: [227] [ 620/2904] eta: 0:29:30 lr: 0.002058 loss: 0.1838 (0.1944) loss_rec_all: 0.2098 (0.2203) loss_rec_sfr: 0.2656 (0.2861) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [09:38:55.324100] Epoch: [227] [ 640/2904] eta: 0:29:12 lr: 0.002058 loss: 0.1851 (0.1943) loss_rec_all: 0.2108 (0.2202) loss_rec_sfr: 0.2697 (0.2858) loss_cl: -0.2776 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [09:39:10.243809] Epoch: [227] [ 660/2904] eta: 0:28:55 lr: 0.002058 loss: 0.1838 (0.1945) loss_rec_all: 0.2097 (0.2203) loss_rec_sfr: 0.2590 (0.2861) loss_cl: -0.2781 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [09:39:25.161260] Epoch: [227] [ 680/2904] eta: 0:28:37 lr: 0.002058 loss: 0.1808 (0.1944) loss_rec_all: 0.2071 (0.2202) loss_rec_sfr: 0.2058 (0.2856) loss_cl: -0.2797 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [09:39:40.079730] Epoch: [227] [ 700/2904] eta: 0:28:20 lr: 0.002058 loss: 0.1811 (0.1943) loss_rec_all: 0.2071 (0.2202) loss_rec_sfr: 0.2719 (0.2854) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [09:39:54.995228] Epoch: [227] [ 720/2904] eta: 0:28:03 lr: 0.002058 loss: 0.1814 (0.1942) loss_rec_all: 0.2073 (0.2201) loss_rec_sfr: 0.2337 (0.2849) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [09:40:09.915010] Epoch: [227] [ 740/2904] eta: 0:27:46 lr: 0.002058 loss: 0.1851 (0.1941) loss_rec_all: 0.2113 (0.2200) loss_rec_sfr: 0.2334 (0.2844) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [09:40:24.832154] Epoch: [227] [ 760/2904] eta: 0:27:30 lr: 0.002058 loss: 0.1855 (0.1942) loss_rec_all: 0.2112 (0.2201) loss_rec_sfr: 0.2806 (0.2849) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [09:40:39.751530] Epoch: [227] [ 780/2904] eta: 0:27:13 lr: 0.002058 loss: 0.1902 (0.1946) loss_rec_all: 0.2162 (0.2205) loss_rec_sfr: 0.2650 (0.2861) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [09:40:54.672237] Epoch: [227] [ 800/2904] eta: 0:26:56 lr: 0.002058 loss: 0.1846 (0.1947) loss_rec_all: 0.2108 (0.2206) loss_rec_sfr: 0.2670 (0.2864) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [09:41:09.589674] Epoch: [227] [ 820/2904] eta: 0:26:40 lr: 0.002058 loss: 0.1844 (0.1946) loss_rec_all: 0.2104 (0.2205) loss_rec_sfr: 0.2720 (0.2863) loss_cl: -0.2782 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [09:41:24.504984] Epoch: [227] [ 840/2904] eta: 0:26:23 lr: 0.002058 loss: 0.1878 (0.1946) loss_rec_all: 0.2138 (0.2205) loss_rec_sfr: 0.2676 (0.2864) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [09:41:39.425700] Epoch: [227] [ 860/2904] eta: 0:26:07 lr: 0.002058 loss: 0.1874 (0.1946) loss_rec_all: 0.2132 (0.2205) loss_rec_sfr: 0.2750 (0.2865) loss_cl: -0.2778 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [09:41:54.343168] Epoch: [227] [ 880/2904] eta: 0:25:51 lr: 0.002058 loss: 0.1854 (0.1948) loss_rec_all: 0.2117 (0.2206) loss_rec_sfr: 0.2625 (0.2868) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [09:42:09.269286] Epoch: [227] [ 900/2904] eta: 0:25:35 lr: 0.002058 loss: 0.1834 (0.1947) loss_rec_all: 0.2094 (0.2206) loss_rec_sfr: 0.2690 (0.2865) loss_cl: -0.2790 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [09:42:24.193183] Epoch: [227] [ 920/2904] eta: 0:25:18 lr: 0.002058 loss: 0.1863 (0.1948) loss_rec_all: 0.2122 (0.2207) loss_rec_sfr: 0.2587 (0.2868) loss_cl: -0.2793 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [09:42:39.090046] Epoch: [227] [ 940/2904] eta: 0:25:02 lr: 0.002058 loss: 0.1820 (0.1948) loss_rec_all: 0.2079 (0.2207) loss_rec_sfr: 0.2785 (0.2873) loss_cl: -0.2784 (-0.2788) time: 0.7448 data: 0.0002 max mem: 29860 [09:42:54.017063] Epoch: [227] [ 960/2904] eta: 0:24:46 lr: 0.002058 loss: 0.1802 (0.1947) loss_rec_all: 0.2062 (0.2206) loss_rec_sfr: 0.2721 (0.2871) loss_cl: -0.2787 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [09:43:08.935397] Epoch: [227] [ 980/2904] eta: 0:24:30 lr: 0.002058 loss: 0.1880 (0.1947) loss_rec_all: 0.2138 (0.2205) loss_rec_sfr: 0.2799 (0.2872) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [09:43:23.852701] Epoch: [227] [1000/2904] eta: 0:24:14 lr: 0.002058 loss: 0.1877 (0.1948) loss_rec_all: 0.2136 (0.2206) loss_rec_sfr: 0.2776 (0.2875) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [09:43:38.777269] Epoch: [227] [1020/2904] eta: 0:23:58 lr: 0.002058 loss: 0.1855 (0.1949) loss_rec_all: 0.2118 (0.2208) loss_rec_sfr: 0.2684 (0.2880) loss_cl: -0.2791 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [09:43:53.705264] Epoch: [227] [1040/2904] eta: 0:23:42 lr: 0.002058 loss: 0.1852 (0.1949) loss_rec_all: 0.2113 (0.2208) loss_rec_sfr: 0.2689 (0.2880) loss_cl: -0.2796 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [09:44:08.623177] Epoch: [227] [1060/2904] eta: 0:23:26 lr: 0.002058 loss: 0.1823 (0.1948) loss_rec_all: 0.2086 (0.2207) loss_rec_sfr: 0.2585 (0.2876) loss_cl: -0.2797 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [09:44:23.544726] Epoch: [227] [1080/2904] eta: 0:23:11 lr: 0.002058 loss: 0.1802 (0.1949) loss_rec_all: 0.2061 (0.2207) loss_rec_sfr: 0.2659 (0.2877) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [09:44:38.467872] Epoch: [227] [1100/2904] eta: 0:22:55 lr: 0.002058 loss: 0.1836 (0.1949) loss_rec_all: 0.2097 (0.2207) loss_rec_sfr: 0.2710 (0.2879) loss_cl: -0.2794 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [09:44:53.388438] Epoch: [227] [1120/2904] eta: 0:22:39 lr: 0.002058 loss: 0.1824 (0.1948) loss_rec_all: 0.2086 (0.2207) loss_rec_sfr: 0.2580 (0.2876) loss_cl: -0.2779 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [09:45:08.309993] Epoch: [227] [1140/2904] eta: 0:22:23 lr: 0.002058 loss: 0.1864 (0.1949) loss_rec_all: 0.2124 (0.2208) loss_rec_sfr: 0.2701 (0.2879) loss_cl: -0.2793 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [09:45:23.230402] Epoch: [227] [1160/2904] eta: 0:22:08 lr: 0.002058 loss: 0.1874 (0.1949) loss_rec_all: 0.2135 (0.2208) loss_rec_sfr: 0.2551 (0.2878) loss_cl: -0.2791 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [09:45:38.151887] Epoch: [227] [1180/2904] eta: 0:21:52 lr: 0.002058 loss: 0.1833 (0.1949) loss_rec_all: 0.2095 (0.2208) loss_rec_sfr: 0.2751 (0.2876) loss_cl: -0.2798 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [09:45:53.078910] Epoch: [227] [1200/2904] eta: 0:21:36 lr: 0.002058 loss: 0.1879 (0.1950) loss_rec_all: 0.2140 (0.2209) loss_rec_sfr: 0.2798 (0.2882) loss_cl: -0.2775 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [09:46:08.008544] Epoch: [227] [1220/2904] eta: 0:21:21 lr: 0.002058 loss: 0.1861 (0.1950) loss_rec_all: 0.2122 (0.2209) loss_rec_sfr: 0.2668 (0.2878) loss_cl: -0.2776 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [09:46:22.931420] Epoch: [227] [1240/2904] eta: 0:21:05 lr: 0.002058 loss: 0.1822 (0.1949) loss_rec_all: 0.2086 (0.2208) loss_rec_sfr: 0.2679 (0.2875) loss_cl: -0.2795 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [09:46:37.859781] Epoch: [227] [1260/2904] eta: 0:20:49 lr: 0.002057 loss: 0.1848 (0.1950) loss_rec_all: 0.2111 (0.2208) loss_rec_sfr: 0.2662 (0.2874) loss_cl: -0.2809 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [09:46:52.787926] Epoch: [227] [1280/2904] eta: 0:20:34 lr: 0.002057 loss: 0.1881 (0.1950) loss_rec_all: 0.2140 (0.2209) loss_rec_sfr: 0.2667 (0.2877) loss_cl: -0.2789 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [09:47:07.712832] Epoch: [227] [1300/2904] eta: 0:20:18 lr: 0.002057 loss: 0.1858 (0.1950) loss_rec_all: 0.2116 (0.2209) loss_rec_sfr: 0.2714 (0.2878) loss_cl: -0.2779 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [09:47:22.630885] Epoch: [227] [1320/2904] eta: 0:20:03 lr: 0.002057 loss: 0.1842 (0.1950) loss_rec_all: 0.2102 (0.2209) loss_rec_sfr: 0.2578 (0.2878) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [09:47:37.541339] Epoch: [227] [1340/2904] eta: 0:19:47 lr: 0.002057 loss: 0.1907 (0.1951) loss_rec_all: 0.2169 (0.2209) loss_rec_sfr: 0.2640 (0.2878) loss_cl: -0.2778 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [09:47:52.464821] Epoch: [227] [1360/2904] eta: 0:19:32 lr: 0.002057 loss: 0.1836 (0.1949) loss_rec_all: 0.2092 (0.2208) loss_rec_sfr: 0.2669 (0.2873) loss_cl: -0.2796 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [09:48:07.385828] Epoch: [227] [1380/2904] eta: 0:19:16 lr: 0.002057 loss: 0.1845 (0.1949) loss_rec_all: 0.2106 (0.2207) loss_rec_sfr: 0.2681 (0.2871) loss_cl: -0.2791 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [09:48:22.309644] Epoch: [227] [1400/2904] eta: 0:19:01 lr: 0.002057 loss: 0.1823 (0.1948) loss_rec_all: 0.2082 (0.2207) loss_rec_sfr: 0.2302 (0.2869) loss_cl: -0.2792 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [09:48:37.232408] Epoch: [227] [1420/2904] eta: 0:18:45 lr: 0.002057 loss: 0.1950 (0.1950) loss_rec_all: 0.2211 (0.2209) loss_rec_sfr: 0.2726 (0.2875) loss_cl: -0.2796 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [09:48:52.156678] Epoch: [227] [1440/2904] eta: 0:18:30 lr: 0.002057 loss: 0.1845 (0.1949) loss_rec_all: 0.2103 (0.2208) loss_rec_sfr: 0.2746 (0.2875) loss_cl: -0.2789 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [09:49:07.077261] Epoch: [227] [1460/2904] eta: 0:18:15 lr: 0.002057 loss: 0.1826 (0.1950) loss_rec_all: 0.2084 (0.2208) loss_rec_sfr: 0.2746 (0.2878) loss_cl: -0.2784 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [09:49:21.996319] Epoch: [227] [1480/2904] eta: 0:17:59 lr: 0.002057 loss: 0.1851 (0.1950) loss_rec_all: 0.2111 (0.2208) loss_rec_sfr: 0.2724 (0.2877) loss_cl: -0.2784 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [09:49:36.917902] Epoch: [227] [1500/2904] eta: 0:17:44 lr: 0.002057 loss: 0.1840 (0.1949) loss_rec_all: 0.2102 (0.2208) loss_rec_sfr: 0.2705 (0.2875) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [09:49:51.832625] Epoch: [227] [1520/2904] eta: 0:17:28 lr: 0.002057 loss: 0.1835 (0.1948) loss_rec_all: 0.2100 (0.2207) loss_rec_sfr: 0.2726 (0.2874) loss_cl: -0.2794 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [09:50:06.756000] Epoch: [227] [1540/2904] eta: 0:17:13 lr: 0.002057 loss: 0.1865 (0.1949) loss_rec_all: 0.2127 (0.2208) loss_rec_sfr: 0.2681 (0.2877) loss_cl: -0.2801 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [09:50:21.678520] Epoch: [227] [1560/2904] eta: 0:16:58 lr: 0.002057 loss: 0.1896 (0.1951) loss_rec_all: 0.2156 (0.2210) loss_rec_sfr: 0.2759 (0.2881) loss_cl: -0.2790 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [09:50:36.604103] Epoch: [227] [1580/2904] eta: 0:16:42 lr: 0.002057 loss: 0.1823 (0.1950) loss_rec_all: 0.2083 (0.2208) loss_rec_sfr: 0.2669 (0.2878) loss_cl: -0.2781 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [09:50:51.528223] Epoch: [227] [1600/2904] eta: 0:16:27 lr: 0.002057 loss: 0.1841 (0.1949) loss_rec_all: 0.2100 (0.2208) loss_rec_sfr: 0.2745 (0.2876) loss_cl: -0.2781 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [09:51:06.452325] Epoch: [227] [1620/2904] eta: 0:16:12 lr: 0.002057 loss: 0.1823 (0.1949) loss_rec_all: 0.2090 (0.2208) loss_rec_sfr: 0.2643 (0.2874) loss_cl: -0.2792 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [09:51:21.373089] Epoch: [227] [1640/2904] eta: 0:15:56 lr: 0.002057 loss: 0.1866 (0.1949) loss_rec_all: 0.2128 (0.2208) loss_rec_sfr: 0.2714 (0.2875) loss_cl: -0.2794 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [09:51:36.294869] Epoch: [227] [1660/2904] eta: 0:15:41 lr: 0.002057 loss: 0.1873 (0.1949) loss_rec_all: 0.2133 (0.2208) loss_rec_sfr: 0.2684 (0.2874) loss_cl: -0.2794 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [09:51:51.218417] Epoch: [227] [1680/2904] eta: 0:15:26 lr: 0.002057 loss: 0.1857 (0.1949) loss_rec_all: 0.2115 (0.2207) loss_rec_sfr: 0.2737 (0.2874) loss_cl: -0.2788 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [09:52:06.136970] Epoch: [227] [1700/2904] eta: 0:15:10 lr: 0.002057 loss: 0.1828 (0.1948) loss_rec_all: 0.2090 (0.2206) loss_rec_sfr: 0.2303 (0.2870) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [09:52:21.056968] Epoch: [227] [1720/2904] eta: 0:14:55 lr: 0.002057 loss: 0.1876 (0.1948) loss_rec_all: 0.2135 (0.2207) loss_rec_sfr: 0.2755 (0.2873) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [09:52:35.979970] Epoch: [227] [1740/2904] eta: 0:14:40 lr: 0.002057 loss: 0.1842 (0.1948) loss_rec_all: 0.2105 (0.2207) loss_rec_sfr: 0.2707 (0.2873) loss_cl: -0.2794 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [09:52:50.901517] Epoch: [227] [1760/2904] eta: 0:14:25 lr: 0.002057 loss: 0.1901 (0.1949) loss_rec_all: 0.2162 (0.2208) loss_rec_sfr: 0.2708 (0.2876) loss_cl: -0.2782 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [09:53:05.818433] Epoch: [227] [1780/2904] eta: 0:14:09 lr: 0.002057 loss: 0.1839 (0.1949) loss_rec_all: 0.2101 (0.2208) loss_rec_sfr: 0.2741 (0.2877) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [09:53:20.733069] Epoch: [227] [1800/2904] eta: 0:13:54 lr: 0.002057 loss: 0.1838 (0.1950) loss_rec_all: 0.2101 (0.2209) loss_rec_sfr: 0.2732 (0.2879) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [09:53:35.651723] Epoch: [227] [1820/2904] eta: 0:13:39 lr: 0.002057 loss: 0.1827 (0.1949) loss_rec_all: 0.2090 (0.2208) loss_rec_sfr: 0.2598 (0.2875) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [09:53:50.571268] Epoch: [227] [1840/2904] eta: 0:13:24 lr: 0.002057 loss: 0.1807 (0.1948) loss_rec_all: 0.2070 (0.2207) loss_rec_sfr: 0.2549 (0.2871) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [09:54:05.490604] Epoch: [227] [1860/2904] eta: 0:13:08 lr: 0.002057 loss: 0.1859 (0.1948) loss_rec_all: 0.2117 (0.2207) loss_rec_sfr: 0.2851 (0.2875) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [09:54:20.414032] Epoch: [227] [1880/2904] eta: 0:12:53 lr: 0.002057 loss: 0.1849 (0.1949) loss_rec_all: 0.2111 (0.2208) loss_rec_sfr: 0.2674 (0.2878) loss_cl: -0.2789 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [09:54:35.340930] Epoch: [227] [1900/2904] eta: 0:12:38 lr: 0.002057 loss: 0.1822 (0.1949) loss_rec_all: 0.2084 (0.2208) loss_rec_sfr: 0.2691 (0.2878) loss_cl: -0.2795 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [09:54:50.260943] Epoch: [227] [1920/2904] eta: 0:12:23 lr: 0.002057 loss: 0.1823 (0.1949) loss_rec_all: 0.2083 (0.2207) loss_rec_sfr: 0.2714 (0.2876) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [09:55:05.183987] Epoch: [227] [1940/2904] eta: 0:12:08 lr: 0.002057 loss: 0.1827 (0.1948) loss_rec_all: 0.2089 (0.2207) loss_rec_sfr: 0.2623 (0.2873) loss_cl: -0.2791 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [09:55:20.104141] Epoch: [227] [1960/2904] eta: 0:11:52 lr: 0.002057 loss: 0.1820 (0.1948) loss_rec_all: 0.2080 (0.2207) loss_rec_sfr: 0.2734 (0.2876) loss_cl: -0.2783 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [09:55:35.022961] Epoch: [227] [1980/2904] eta: 0:11:37 lr: 0.002057 loss: 0.1838 (0.1948) loss_rec_all: 0.2098 (0.2206) loss_rec_sfr: 0.2718 (0.2874) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [09:55:49.943644] Epoch: [227] [2000/2904] eta: 0:11:22 lr: 0.002057 loss: 0.1847 (0.1948) loss_rec_all: 0.2106 (0.2207) loss_rec_sfr: 0.2728 (0.2875) loss_cl: -0.2794 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [09:56:04.861048] Epoch: [227] [2020/2904] eta: 0:11:07 lr: 0.002057 loss: 0.1830 (0.1948) loss_rec_all: 0.2092 (0.2206) loss_rec_sfr: 0.2646 (0.2874) loss_cl: -0.2797 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [09:56:19.781742] Epoch: [227] [2040/2904] eta: 0:10:52 lr: 0.002057 loss: 0.1843 (0.1948) loss_rec_all: 0.2109 (0.2206) loss_rec_sfr: 0.2624 (0.2875) loss_cl: -0.2793 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [09:56:34.708221] Epoch: [227] [2060/2904] eta: 0:10:37 lr: 0.002057 loss: 0.1837 (0.1947) loss_rec_all: 0.2096 (0.2206) loss_rec_sfr: 0.2736 (0.2873) loss_cl: -0.2791 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [09:56:49.628292] Epoch: [227] [2080/2904] eta: 0:10:21 lr: 0.002057 loss: 0.1867 (0.1947) loss_rec_all: 0.2125 (0.2206) loss_rec_sfr: 0.2785 (0.2875) loss_cl: -0.2783 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [09:57:04.546549] Epoch: [227] [2100/2904] eta: 0:10:06 lr: 0.002056 loss: 0.1868 (0.1947) loss_rec_all: 0.2127 (0.2206) loss_rec_sfr: 0.2691 (0.2875) loss_cl: -0.2781 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [09:57:19.460996] Epoch: [227] [2120/2904] eta: 0:09:51 lr: 0.002056 loss: 0.1850 (0.1947) loss_rec_all: 0.2110 (0.2206) loss_rec_sfr: 0.2601 (0.2874) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [09:57:34.379931] Epoch: [227] [2140/2904] eta: 0:09:36 lr: 0.002056 loss: 0.1868 (0.1947) loss_rec_all: 0.2128 (0.2206) loss_rec_sfr: 0.2610 (0.2873) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [09:57:49.301624] Epoch: [227] [2160/2904] eta: 0:09:21 lr: 0.002056 loss: 0.1828 (0.1947) loss_rec_all: 0.2089 (0.2205) loss_rec_sfr: 0.2542 (0.2872) loss_cl: -0.2796 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [09:58:04.225897] Epoch: [227] [2180/2904] eta: 0:09:06 lr: 0.002056 loss: 0.1864 (0.1947) loss_rec_all: 0.2126 (0.2205) loss_rec_sfr: 0.2717 (0.2872) loss_cl: -0.2796 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [09:58:19.145336] Epoch: [227] [2200/2904] eta: 0:08:50 lr: 0.002056 loss: 0.1858 (0.1948) loss_rec_all: 0.2121 (0.2206) loss_rec_sfr: 0.2820 (0.2875) loss_cl: -0.2795 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [09:58:34.061903] Epoch: [227] [2220/2904] eta: 0:08:35 lr: 0.002056 loss: 0.1889 (0.1949) loss_rec_all: 0.2153 (0.2207) loss_rec_sfr: 0.2810 (0.2879) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [09:58:48.975551] Epoch: [227] [2240/2904] eta: 0:08:20 lr: 0.002056 loss: 0.1885 (0.1949) loss_rec_all: 0.2141 (0.2207) loss_rec_sfr: 0.2566 (0.2879) loss_cl: -0.2780 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [09:59:03.885070] Epoch: [227] [2260/2904] eta: 0:08:05 lr: 0.002056 loss: 0.1807 (0.1948) loss_rec_all: 0.2065 (0.2207) loss_rec_sfr: 0.2588 (0.2877) loss_cl: -0.2782 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [09:59:18.797741] Epoch: [227] [2280/2904] eta: 0:07:50 lr: 0.002056 loss: 0.1813 (0.1948) loss_rec_all: 0.2077 (0.2207) loss_rec_sfr: 0.2708 (0.2879) loss_cl: -0.2795 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [09:59:33.711813] Epoch: [227] [2300/2904] eta: 0:07:35 lr: 0.002056 loss: 0.1947 (0.1950) loss_rec_all: 0.2209 (0.2208) loss_rec_sfr: 0.2825 (0.2884) loss_cl: -0.2802 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [09:59:48.630099] Epoch: [227] [2320/2904] eta: 0:07:20 lr: 0.002056 loss: 0.1892 (0.1950) loss_rec_all: 0.2150 (0.2209) loss_rec_sfr: 0.2693 (0.2885) loss_cl: -0.2783 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [10:00:03.554936] Epoch: [227] [2340/2904] eta: 0:07:05 lr: 0.002056 loss: 0.1844 (0.1950) loss_rec_all: 0.2102 (0.2209) loss_rec_sfr: 0.2750 (0.2885) loss_cl: -0.2788 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [10:00:18.480835] Epoch: [227] [2360/2904] eta: 0:06:49 lr: 0.002056 loss: 0.1850 (0.1950) loss_rec_all: 0.2107 (0.2209) loss_rec_sfr: 0.2637 (0.2884) loss_cl: -0.2791 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [10:00:33.402076] Epoch: [227] [2380/2904] eta: 0:06:34 lr: 0.002056 loss: 0.1799 (0.1949) loss_rec_all: 0.2057 (0.2208) loss_rec_sfr: 0.2694 (0.2882) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [10:00:48.320338] Epoch: [227] [2400/2904] eta: 0:06:19 lr: 0.002056 loss: 0.1836 (0.1949) loss_rec_all: 0.2095 (0.2207) loss_rec_sfr: 0.2684 (0.2880) loss_cl: -0.2782 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [10:01:03.236728] Epoch: [227] [2420/2904] eta: 0:06:04 lr: 0.002056 loss: 0.1871 (0.1949) loss_rec_all: 0.2132 (0.2207) loss_rec_sfr: 0.2609 (0.2879) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [10:01:18.154135] Epoch: [227] [2440/2904] eta: 0:05:49 lr: 0.002056 loss: 0.1823 (0.1948) loss_rec_all: 0.2090 (0.2207) loss_rec_sfr: 0.2630 (0.2878) loss_cl: -0.2801 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [10:01:33.078953] Epoch: [227] [2460/2904] eta: 0:05:34 lr: 0.002056 loss: 0.1839 (0.1949) loss_rec_all: 0.2103 (0.2207) loss_rec_sfr: 0.2639 (0.2878) loss_cl: -0.2795 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [10:01:47.998215] Epoch: [227] [2480/2904] eta: 0:05:19 lr: 0.002056 loss: 0.1814 (0.1948) loss_rec_all: 0.2075 (0.2206) loss_rec_sfr: 0.2354 (0.2874) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [10:02:02.919548] Epoch: [227] [2500/2904] eta: 0:05:04 lr: 0.002056 loss: 0.1805 (0.1947) loss_rec_all: 0.2069 (0.2206) loss_rec_sfr: 0.2291 (0.2873) loss_cl: -0.2791 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [10:02:17.839172] Epoch: [227] [2520/2904] eta: 0:04:49 lr: 0.002056 loss: 0.1848 (0.1947) loss_rec_all: 0.2106 (0.2206) loss_rec_sfr: 0.2745 (0.2873) loss_cl: -0.2780 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [10:02:32.761160] Epoch: [227] [2540/2904] eta: 0:04:34 lr: 0.002056 loss: 0.1821 (0.1947) loss_rec_all: 0.2087 (0.2206) loss_rec_sfr: 0.2728 (0.2873) loss_cl: -0.2787 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [10:02:47.681199] Epoch: [227] [2560/2904] eta: 0:04:19 lr: 0.002056 loss: 0.1841 (0.1947) loss_rec_all: 0.2102 (0.2206) loss_rec_sfr: 0.2617 (0.2874) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [10:03:02.595026] Epoch: [227] [2580/2904] eta: 0:04:03 lr: 0.002056 loss: 0.1811 (0.1947) loss_rec_all: 0.2075 (0.2206) loss_rec_sfr: 0.2361 (0.2873) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [10:03:17.518643] Epoch: [227] [2600/2904] eta: 0:03:48 lr: 0.002056 loss: 0.1893 (0.1947) loss_rec_all: 0.2152 (0.2206) loss_rec_sfr: 0.2636 (0.2873) loss_cl: -0.2793 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [10:03:32.439838] Epoch: [227] [2620/2904] eta: 0:03:33 lr: 0.002056 loss: 0.1869 (0.1947) loss_rec_all: 0.2134 (0.2206) loss_rec_sfr: 0.2598 (0.2871) loss_cl: -0.2793 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [10:03:47.360596] Epoch: [227] [2640/2904] eta: 0:03:18 lr: 0.002056 loss: 0.1852 (0.1947) loss_rec_all: 0.2112 (0.2206) loss_rec_sfr: 0.2557 (0.2870) loss_cl: -0.2797 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [10:04:02.275077] Epoch: [227] [2660/2904] eta: 0:03:03 lr: 0.002056 loss: 0.1853 (0.1947) loss_rec_all: 0.2116 (0.2206) loss_rec_sfr: 0.2729 (0.2870) loss_cl: -0.2794 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [10:04:17.190650] Epoch: [227] [2680/2904] eta: 0:02:48 lr: 0.002056 loss: 0.1829 (0.1948) loss_rec_all: 0.2088 (0.2206) loss_rec_sfr: 0.2706 (0.2873) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [10:04:32.109500] Epoch: [227] [2700/2904] eta: 0:02:33 lr: 0.002056 loss: 0.1841 (0.1948) loss_rec_all: 0.2104 (0.2207) loss_rec_sfr: 0.2641 (0.2874) loss_cl: -0.2778 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [10:04:47.029358] Epoch: [227] [2720/2904] eta: 0:02:18 lr: 0.002056 loss: 0.1838 (0.1947) loss_rec_all: 0.2101 (0.2206) loss_rec_sfr: 0.2627 (0.2872) loss_cl: -0.2784 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [10:05:01.936991] Epoch: [227] [2740/2904] eta: 0:02:03 lr: 0.002056 loss: 0.1815 (0.1947) loss_rec_all: 0.2080 (0.2206) loss_rec_sfr: 0.2701 (0.2872) loss_cl: -0.2786 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [10:05:16.856484] Epoch: [227] [2760/2904] eta: 0:01:48 lr: 0.002056 loss: 0.1831 (0.1947) loss_rec_all: 0.2090 (0.2205) loss_rec_sfr: 0.2608 (0.2870) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [10:05:31.773715] Epoch: [227] [2780/2904] eta: 0:01:33 lr: 0.002056 loss: 0.1889 (0.1947) loss_rec_all: 0.2148 (0.2206) loss_rec_sfr: 0.2808 (0.2871) loss_cl: -0.2796 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [10:05:46.689187] Epoch: [227] [2800/2904] eta: 0:01:18 lr: 0.002056 loss: 0.1844 (0.1947) loss_rec_all: 0.2104 (0.2206) loss_rec_sfr: 0.2663 (0.2871) loss_cl: -0.2793 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [10:06:01.604198] Epoch: [227] [2820/2904] eta: 0:01:03 lr: 0.002056 loss: 0.1867 (0.1947) loss_rec_all: 0.2127 (0.2206) loss_rec_sfr: 0.2618 (0.2870) loss_cl: -0.2783 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [10:06:16.550493] Epoch: [227] [2840/2904] eta: 0:00:48 lr: 0.002056 loss: 0.1823 (0.1946) loss_rec_all: 0.2089 (0.2205) loss_rec_sfr: 0.2674 (0.2869) loss_cl: -0.2795 (-0.2788) time: 0.7473 data: 0.0023 max mem: 29860 [10:06:31.444429] Epoch: [227] [2860/2904] eta: 0:00:33 lr: 0.002056 loss: 0.1847 (0.1946) loss_rec_all: 0.2110 (0.2205) loss_rec_sfr: 0.2669 (0.2869) loss_cl: -0.2796 (-0.2788) time: 0.7447 data: 0.0001 max mem: 29860 [10:06:46.345480] Epoch: [227] [2880/2904] eta: 0:00:18 lr: 0.002056 loss: 0.1846 (0.1946) loss_rec_all: 0.2107 (0.2205) loss_rec_sfr: 0.2285 (0.2867) loss_cl: -0.2788 (-0.2788) time: 0.7450 data: 0.0001 max mem: 29860 [10:07:01.244256] Epoch: [227] [2900/2904] eta: 0:00:03 lr: 0.002056 loss: 0.1845 (0.1946) loss_rec_all: 0.2105 (0.2204) loss_rec_sfr: 0.2704 (0.2866) loss_cl: -0.2795 (-0.2788) time: 0.7449 data: 0.0001 max mem: 29860 [10:07:03.487332] Epoch: [227] [2903/2904] eta: 0:00:00 lr: 0.002056 loss: 0.1843 (0.1946) loss_rec_all: 0.2103 (0.2204) loss_rec_sfr: 0.2661 (0.2866) loss_cl: -0.2798 (-0.2788) time: 0.7450 data: 0.0001 max mem: 29860 [10:07:05.504084] Epoch: [227] Total time: 0:36:26 (0.7529 s / it) [10:07:05.508455] Averaged stats: lr: 0.002056 loss: 0.1843 (0.1970) loss_rec_all: 0.2103 (0.2206) loss_rec_sfr: 0.2661 (0.2867) loss_cl: -0.2798 (-0.2556) [10:07:05.513136] log_dir: ./checkpoint/VF2_ViT-B [10:07:21.937211] Epoch: [228] [ 0/2904] eta: 13:14:52 lr: 0.002056 loss: 0.1866 (0.1866) loss_rec_all: 0.2129 (0.2129) loss_rec_sfr: 0.2383 (0.2383) loss_cl: -0.2794 (-0.2794) time: 16.4229 data: 8.9498 max mem: 29860 [10:07:37.891221] Epoch: [228] [ 20/2904] eta: 1:14:06 lr: 0.002055 loss: 0.1806 (0.1870) loss_rec_all: 0.2068 (0.2130) loss_rec_sfr: 0.2554 (0.2659) loss_cl: -0.2787 (-0.2787) time: 0.7977 data: 0.0278 max mem: 29860 [10:07:52.768762] Epoch: [228] [ 40/2904] eta: 0:55:00 lr: 0.002055 loss: 0.1816 (0.1896) loss_rec_all: 0.2083 (0.2156) loss_rec_sfr: 0.2542 (0.2722) loss_cl: -0.2796 (-0.2789) time: 0.7438 data: 0.0002 max mem: 29860 [10:08:07.652539] Epoch: [228] [ 60/2904] eta: 0:48:16 lr: 0.002055 loss: 0.1798 (0.1881) loss_rec_all: 0.2061 (0.2142) loss_rec_sfr: 0.2389 (0.2676) loss_cl: -0.2791 (-0.2789) time: 0.7441 data: 0.0002 max mem: 29860 [10:08:22.542385] Epoch: [228] [ 80/2904] eta: 0:44:45 lr: 0.002055 loss: 0.1855 (0.1884) loss_rec_all: 0.2116 (0.2144) loss_rec_sfr: 0.2639 (0.2650) loss_cl: -0.2796 (-0.2791) time: 0.7445 data: 0.0002 max mem: 29860 [10:08:37.447427] Epoch: [228] [ 100/2904] eta: 0:42:32 lr: 0.002055 loss: 0.1824 (0.1881) loss_rec_all: 0.2085 (0.2142) loss_rec_sfr: 0.2774 (0.2664) loss_cl: -0.2797 (-0.2792) time: 0.7452 data: 0.0002 max mem: 29860 [10:08:52.365225] Epoch: [228] [ 120/2904] eta: 0:40:58 lr: 0.002055 loss: 0.1850 (0.1896) loss_rec_all: 0.2111 (0.2157) loss_rec_sfr: 0.2620 (0.2693) loss_cl: -0.2792 (-0.2791) time: 0.7459 data: 0.0002 max mem: 29860 [10:09:07.290398] Epoch: [228] [ 140/2904] eta: 0:39:47 lr: 0.002055 loss: 0.1870 (0.1917) loss_rec_all: 0.2129 (0.2177) loss_rec_sfr: 0.2740 (0.2756) loss_cl: -0.2784 (-0.2790) time: 0.7462 data: 0.0002 max mem: 29860 [10:09:22.227915] Epoch: [228] [ 160/2904] eta: 0:38:49 lr: 0.002055 loss: 0.1816 (0.1911) loss_rec_all: 0.2077 (0.2170) loss_rec_sfr: 0.2648 (0.2737) loss_cl: -0.2800 (-0.2790) time: 0.7468 data: 0.0002 max mem: 29860 [10:09:37.149118] Epoch: [228] [ 180/2904] eta: 0:38:01 lr: 0.002055 loss: 0.1816 (0.1906) loss_rec_all: 0.2079 (0.2166) loss_rec_sfr: 0.2644 (0.2736) loss_cl: -0.2789 (-0.2790) time: 0.7460 data: 0.0002 max mem: 29860 [10:09:52.084103] Epoch: [228] [ 200/2904] eta: 0:37:20 lr: 0.002055 loss: 0.1890 (0.1908) loss_rec_all: 0.2151 (0.2168) loss_rec_sfr: 0.2735 (0.2743) loss_cl: -0.2792 (-0.2790) time: 0.7467 data: 0.0002 max mem: 29860 [10:10:07.000765] Epoch: [228] [ 220/2904] eta: 0:36:44 lr: 0.002055 loss: 0.1823 (0.1910) loss_rec_all: 0.2082 (0.2170) loss_rec_sfr: 0.2630 (0.2753) loss_cl: -0.2785 (-0.2790) time: 0.7458 data: 0.0002 max mem: 29860 [10:10:21.919156] Epoch: [228] [ 240/2904] eta: 0:36:10 lr: 0.002055 loss: 0.1833 (0.1917) loss_rec_all: 0.2093 (0.2177) loss_rec_sfr: 0.2794 (0.2779) loss_cl: -0.2783 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [10:10:36.841779] Epoch: [228] [ 260/2904] eta: 0:35:40 lr: 0.002055 loss: 0.1845 (0.1916) loss_rec_all: 0.2106 (0.2176) loss_rec_sfr: 0.2792 (0.2782) loss_cl: -0.2790 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [10:10:51.757147] Epoch: [228] [ 280/2904] eta: 0:35:12 lr: 0.002055 loss: 0.1823 (0.1913) loss_rec_all: 0.2087 (0.2173) loss_rec_sfr: 0.2368 (0.2765) loss_cl: -0.2787 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [10:11:06.672938] Epoch: [228] [ 300/2904] eta: 0:34:46 lr: 0.002055 loss: 0.1857 (0.1920) loss_rec_all: 0.2120 (0.2179) loss_rec_sfr: 0.2750 (0.2795) loss_cl: -0.2789 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [10:11:21.592496] Epoch: [228] [ 320/2904] eta: 0:34:21 lr: 0.002055 loss: 0.1857 (0.1922) loss_rec_all: 0.2113 (0.2181) loss_rec_sfr: 0.2575 (0.2795) loss_cl: -0.2782 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [10:11:36.514036] Epoch: [228] [ 340/2904] eta: 0:33:57 lr: 0.002055 loss: 0.1840 (0.1920) loss_rec_all: 0.2098 (0.2179) loss_rec_sfr: 0.2582 (0.2779) loss_cl: -0.2783 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [10:11:51.459058] Epoch: [228] [ 360/2904] eta: 0:33:34 lr: 0.002055 loss: 0.1823 (0.1920) loss_rec_all: 0.2083 (0.2179) loss_rec_sfr: 0.2644 (0.2782) loss_cl: -0.2797 (-0.2789) time: 0.7472 data: 0.0002 max mem: 29860 [10:12:06.375226] Epoch: [228] [ 380/2904] eta: 0:33:13 lr: 0.002055 loss: 0.1868 (0.1920) loss_rec_all: 0.2127 (0.2179) loss_rec_sfr: 0.2753 (0.2786) loss_cl: -0.2782 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [10:12:21.440809] Epoch: [228] [ 400/2904] eta: 0:32:52 lr: 0.002055 loss: 0.1832 (0.1922) loss_rec_all: 0.2092 (0.2182) loss_rec_sfr: 0.2331 (0.2792) loss_cl: -0.2786 (-0.2788) time: 0.7532 data: 0.0002 max mem: 29860 [10:12:36.353348] Epoch: [228] [ 420/2904] eta: 0:32:31 lr: 0.002055 loss: 0.1836 (0.1925) loss_rec_all: 0.2103 (0.2184) loss_rec_sfr: 0.2650 (0.2795) loss_cl: -0.2802 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [10:12:51.268799] Epoch: [228] [ 440/2904] eta: 0:32:11 lr: 0.002055 loss: 0.1873 (0.1928) loss_rec_all: 0.2133 (0.2187) loss_rec_sfr: 0.2648 (0.2802) loss_cl: -0.2793 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [10:13:06.186346] Epoch: [228] [ 460/2904] eta: 0:31:52 lr: 0.002055 loss: 0.1849 (0.1929) loss_rec_all: 0.2115 (0.2189) loss_rec_sfr: 0.2636 (0.2804) loss_cl: -0.2793 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [10:13:21.108245] Epoch: [228] [ 480/2904] eta: 0:31:32 lr: 0.002055 loss: 0.1842 (0.1929) loss_rec_all: 0.2103 (0.2188) loss_rec_sfr: 0.2676 (0.2802) loss_cl: -0.2785 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [10:13:36.030988] Epoch: [228] [ 500/2904] eta: 0:31:13 lr: 0.002055 loss: 0.1855 (0.1927) loss_rec_all: 0.2117 (0.2186) loss_rec_sfr: 0.2640 (0.2794) loss_cl: -0.2785 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [10:13:50.951687] Epoch: [228] [ 520/2904] eta: 0:30:55 lr: 0.002055 loss: 0.1843 (0.1929) loss_rec_all: 0.2102 (0.2189) loss_rec_sfr: 0.2698 (0.2801) loss_cl: -0.2784 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [10:14:05.875343] Epoch: [228] [ 540/2904] eta: 0:30:36 lr: 0.002055 loss: 0.1856 (0.1931) loss_rec_all: 0.2124 (0.2190) loss_rec_sfr: 0.2584 (0.2803) loss_cl: -0.2785 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [10:14:20.797407] Epoch: [228] [ 560/2904] eta: 0:30:18 lr: 0.002055 loss: 0.1864 (0.1934) loss_rec_all: 0.2127 (0.2193) loss_rec_sfr: 0.2618 (0.2814) loss_cl: -0.2801 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [10:14:35.721276] Epoch: [228] [ 580/2904] eta: 0:30:00 lr: 0.002055 loss: 0.1864 (0.1933) loss_rec_all: 0.2125 (0.2192) loss_rec_sfr: 0.2664 (0.2809) loss_cl: -0.2803 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [10:14:50.634881] Epoch: [228] [ 600/2904] eta: 0:29:42 lr: 0.002055 loss: 0.1848 (0.1932) loss_rec_all: 0.2111 (0.2192) loss_rec_sfr: 0.2574 (0.2806) loss_cl: -0.2787 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [10:15:05.549619] Epoch: [228] [ 620/2904] eta: 0:29:25 lr: 0.002055 loss: 0.1830 (0.1932) loss_rec_all: 0.2092 (0.2191) loss_rec_sfr: 0.2625 (0.2804) loss_cl: -0.2777 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [10:15:20.467822] Epoch: [228] [ 640/2904] eta: 0:29:08 lr: 0.002055 loss: 0.1827 (0.1930) loss_rec_all: 0.2087 (0.2189) loss_rec_sfr: 0.2628 (0.2796) loss_cl: -0.2794 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [10:15:35.388831] Epoch: [228] [ 660/2904] eta: 0:28:50 lr: 0.002055 loss: 0.1835 (0.1930) loss_rec_all: 0.2099 (0.2190) loss_rec_sfr: 0.2651 (0.2800) loss_cl: -0.2798 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [10:15:50.305088] Epoch: [228] [ 680/2904] eta: 0:28:33 lr: 0.002055 loss: 0.1843 (0.1930) loss_rec_all: 0.2102 (0.2189) loss_rec_sfr: 0.2653 (0.2801) loss_cl: -0.2790 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [10:16:05.221591] Epoch: [228] [ 700/2904] eta: 0:28:16 lr: 0.002055 loss: 0.1851 (0.1930) loss_rec_all: 0.2110 (0.2189) loss_rec_sfr: 0.2636 (0.2801) loss_cl: -0.2790 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [10:16:20.137460] Epoch: [228] [ 720/2904] eta: 0:27:59 lr: 0.002055 loss: 0.1836 (0.1929) loss_rec_all: 0.2095 (0.2189) loss_rec_sfr: 0.2657 (0.2799) loss_cl: -0.2786 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [10:16:35.055610] Epoch: [228] [ 740/2904] eta: 0:27:43 lr: 0.002055 loss: 0.1863 (0.1930) loss_rec_all: 0.2125 (0.2189) loss_rec_sfr: 0.2680 (0.2803) loss_cl: -0.2790 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [10:16:49.978730] Epoch: [228] [ 760/2904] eta: 0:27:26 lr: 0.002055 loss: 0.1850 (0.1930) loss_rec_all: 0.2108 (0.2189) loss_rec_sfr: 0.2648 (0.2804) loss_cl: -0.2796 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [10:17:04.898148] Epoch: [228] [ 780/2904] eta: 0:27:09 lr: 0.002055 loss: 0.1837 (0.1929) loss_rec_all: 0.2099 (0.2188) loss_rec_sfr: 0.2692 (0.2801) loss_cl: -0.2787 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [10:17:19.816316] Epoch: [228] [ 800/2904] eta: 0:26:53 lr: 0.002055 loss: 0.1853 (0.1928) loss_rec_all: 0.2114 (0.2187) loss_rec_sfr: 0.2694 (0.2799) loss_cl: -0.2789 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [10:17:34.730377] Epoch: [228] [ 820/2904] eta: 0:26:37 lr: 0.002055 loss: 0.1829 (0.1927) loss_rec_all: 0.2092 (0.2187) loss_rec_sfr: 0.2583 (0.2797) loss_cl: -0.2788 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [10:17:49.641925] Epoch: [228] [ 840/2904] eta: 0:26:20 lr: 0.002055 loss: 0.1848 (0.1927) loss_rec_all: 0.2109 (0.2187) loss_rec_sfr: 0.2617 (0.2798) loss_cl: -0.2790 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [10:18:04.561197] Epoch: [228] [ 860/2904] eta: 0:26:04 lr: 0.002054 loss: 0.1822 (0.1926) loss_rec_all: 0.2084 (0.2185) loss_rec_sfr: 0.2671 (0.2793) loss_cl: -0.2796 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [10:18:19.481030] Epoch: [228] [ 880/2904] eta: 0:25:48 lr: 0.002054 loss: 0.1842 (0.1929) loss_rec_all: 0.2103 (0.2188) loss_rec_sfr: 0.2814 (0.2804) loss_cl: -0.2791 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [10:18:34.397039] Epoch: [228] [ 900/2904] eta: 0:25:32 lr: 0.002054 loss: 0.1836 (0.1929) loss_rec_all: 0.2096 (0.2188) loss_rec_sfr: 0.2716 (0.2806) loss_cl: -0.2785 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [10:18:49.314992] Epoch: [228] [ 920/2904] eta: 0:25:16 lr: 0.002054 loss: 0.1829 (0.1928) loss_rec_all: 0.2094 (0.2187) loss_rec_sfr: 0.2681 (0.2804) loss_cl: -0.2787 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [10:19:04.228797] Epoch: [228] [ 940/2904] eta: 0:24:59 lr: 0.002054 loss: 0.1831 (0.1928) loss_rec_all: 0.2091 (0.2187) loss_rec_sfr: 0.2700 (0.2804) loss_cl: -0.2793 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [10:19:19.140228] Epoch: [228] [ 960/2904] eta: 0:24:43 lr: 0.002054 loss: 0.1853 (0.1927) loss_rec_all: 0.2113 (0.2186) loss_rec_sfr: 0.2723 (0.2802) loss_cl: -0.2791 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [10:19:34.054690] Epoch: [228] [ 980/2904] eta: 0:24:28 lr: 0.002054 loss: 0.1858 (0.1927) loss_rec_all: 0.2116 (0.2186) loss_rec_sfr: 0.2699 (0.2803) loss_cl: -0.2788 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [10:19:48.965285] Epoch: [228] [1000/2904] eta: 0:24:12 lr: 0.002054 loss: 0.1868 (0.1928) loss_rec_all: 0.2130 (0.2187) loss_rec_sfr: 0.2701 (0.2805) loss_cl: -0.2775 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [10:20:03.880006] Epoch: [228] [1020/2904] eta: 0:23:56 lr: 0.002054 loss: 0.1888 (0.1930) loss_rec_all: 0.2150 (0.2189) loss_rec_sfr: 0.2846 (0.2812) loss_cl: -0.2796 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [10:20:18.796904] Epoch: [228] [1040/2904] eta: 0:23:40 lr: 0.002054 loss: 0.1819 (0.1930) loss_rec_all: 0.2083 (0.2189) loss_rec_sfr: 0.2299 (0.2812) loss_cl: -0.2795 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [10:20:33.718064] Epoch: [228] [1060/2904] eta: 0:23:24 lr: 0.002054 loss: 0.1940 (0.1932) loss_rec_all: 0.2201 (0.2191) loss_rec_sfr: 0.2767 (0.2820) loss_cl: -0.2794 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [10:20:48.635402] Epoch: [228] [1080/2904] eta: 0:23:08 lr: 0.002054 loss: 0.1864 (0.1932) loss_rec_all: 0.2123 (0.2191) loss_rec_sfr: 0.2653 (0.2819) loss_cl: -0.2786 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [10:21:03.555975] Epoch: [228] [1100/2904] eta: 0:22:53 lr: 0.002054 loss: 0.1835 (0.1931) loss_rec_all: 0.2097 (0.2190) loss_rec_sfr: 0.2656 (0.2818) loss_cl: -0.2781 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [10:21:18.477931] Epoch: [228] [1120/2904] eta: 0:22:37 lr: 0.002054 loss: 0.1809 (0.1931) loss_rec_all: 0.2067 (0.2190) loss_rec_sfr: 0.2670 (0.2819) loss_cl: -0.2791 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [10:21:33.392981] Epoch: [228] [1140/2904] eta: 0:22:21 lr: 0.002054 loss: 0.1792 (0.1930) loss_rec_all: 0.2054 (0.2190) loss_rec_sfr: 0.2288 (0.2816) loss_cl: -0.2794 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [10:21:48.304814] Epoch: [228] [1160/2904] eta: 0:22:06 lr: 0.002054 loss: 0.1807 (0.1931) loss_rec_all: 0.2071 (0.2190) loss_rec_sfr: 0.2676 (0.2819) loss_cl: -0.2781 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [10:22:03.214990] Epoch: [228] [1180/2904] eta: 0:21:50 lr: 0.002054 loss: 0.1810 (0.1931) loss_rec_all: 0.2068 (0.2190) loss_rec_sfr: 0.2771 (0.2822) loss_cl: -0.2779 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [10:22:18.124884] Epoch: [228] [1200/2904] eta: 0:21:34 lr: 0.002054 loss: 0.1851 (0.1931) loss_rec_all: 0.2109 (0.2190) loss_rec_sfr: 0.2709 (0.2823) loss_cl: -0.2788 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [10:22:33.037781] Epoch: [228] [1220/2904] eta: 0:21:19 lr: 0.002054 loss: 0.1866 (0.1930) loss_rec_all: 0.2125 (0.2190) loss_rec_sfr: 0.2719 (0.2822) loss_cl: -0.2795 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [10:22:47.952164] Epoch: [228] [1240/2904] eta: 0:21:03 lr: 0.002054 loss: 0.1812 (0.1929) loss_rec_all: 0.2080 (0.2188) loss_rec_sfr: 0.2305 (0.2816) loss_cl: -0.2806 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [10:23:02.870763] Epoch: [228] [1260/2904] eta: 0:20:48 lr: 0.002054 loss: 0.1893 (0.1929) loss_rec_all: 0.2152 (0.2188) loss_rec_sfr: 0.2664 (0.2813) loss_cl: -0.2792 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [10:23:17.789216] Epoch: [228] [1280/2904] eta: 0:20:32 lr: 0.002054 loss: 0.1859 (0.1928) loss_rec_all: 0.2122 (0.2187) loss_rec_sfr: 0.2373 (0.2809) loss_cl: -0.2780 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [10:23:32.706393] Epoch: [228] [1300/2904] eta: 0:20:17 lr: 0.002054 loss: 0.1800 (0.1928) loss_rec_all: 0.2061 (0.2187) loss_rec_sfr: 0.2677 (0.2809) loss_cl: -0.2783 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [10:23:47.620053] Epoch: [228] [1320/2904] eta: 0:20:01 lr: 0.002054 loss: 0.1796 (0.1926) loss_rec_all: 0.2063 (0.2186) loss_rec_sfr: 0.2339 (0.2804) loss_cl: -0.2793 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [10:24:02.533962] Epoch: [228] [1340/2904] eta: 0:19:46 lr: 0.002054 loss: 0.1846 (0.1928) loss_rec_all: 0.2106 (0.2187) loss_rec_sfr: 0.2580 (0.2809) loss_cl: -0.2796 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [10:24:17.453650] Epoch: [228] [1360/2904] eta: 0:19:30 lr: 0.002054 loss: 0.1828 (0.1927) loss_rec_all: 0.2092 (0.2187) loss_rec_sfr: 0.2637 (0.2808) loss_cl: -0.2792 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [10:24:32.372506] Epoch: [228] [1380/2904] eta: 0:19:15 lr: 0.002054 loss: 0.1840 (0.1927) loss_rec_all: 0.2102 (0.2187) loss_rec_sfr: 0.2335 (0.2806) loss_cl: -0.2784 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [10:24:47.289008] Epoch: [228] [1400/2904] eta: 0:18:59 lr: 0.002054 loss: 0.1861 (0.1928) loss_rec_all: 0.2122 (0.2187) loss_rec_sfr: 0.2723 (0.2807) loss_cl: -0.2783 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [10:25:02.207967] Epoch: [228] [1420/2904] eta: 0:18:44 lr: 0.002054 loss: 0.1788 (0.1928) loss_rec_all: 0.2052 (0.2187) loss_rec_sfr: 0.2722 (0.2808) loss_cl: -0.2788 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [10:25:17.125841] Epoch: [228] [1440/2904] eta: 0:18:28 lr: 0.002054 loss: 0.1807 (0.1926) loss_rec_all: 0.2072 (0.2186) loss_rec_sfr: 0.2333 (0.2802) loss_cl: -0.2798 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [10:25:32.038624] Epoch: [228] [1460/2904] eta: 0:18:13 lr: 0.002054 loss: 0.1807 (0.1926) loss_rec_all: 0.2072 (0.2185) loss_rec_sfr: 0.2647 (0.2798) loss_cl: -0.2796 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [10:25:46.949424] Epoch: [228] [1480/2904] eta: 0:17:58 lr: 0.002054 loss: 0.1809 (0.1926) loss_rec_all: 0.2068 (0.2185) loss_rec_sfr: 0.2262 (0.2799) loss_cl: -0.2783 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [10:26:01.869249] Epoch: [228] [1500/2904] eta: 0:17:42 lr: 0.002054 loss: 0.1827 (0.1926) loss_rec_all: 0.2085 (0.2185) loss_rec_sfr: 0.2626 (0.2798) loss_cl: -0.2781 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [10:26:16.789510] Epoch: [228] [1520/2904] eta: 0:17:27 lr: 0.002054 loss: 0.1828 (0.1926) loss_rec_all: 0.2090 (0.2185) loss_rec_sfr: 0.2706 (0.2800) loss_cl: -0.2780 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [10:26:31.706544] Epoch: [228] [1540/2904] eta: 0:17:12 lr: 0.002054 loss: 0.1848 (0.1927) loss_rec_all: 0.2108 (0.2186) loss_rec_sfr: 0.2674 (0.2802) loss_cl: -0.2786 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [10:26:46.622781] Epoch: [228] [1560/2904] eta: 0:16:56 lr: 0.002054 loss: 0.1867 (0.1928) loss_rec_all: 0.2131 (0.2187) loss_rec_sfr: 0.2668 (0.2804) loss_cl: -0.2797 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [10:27:01.538899] Epoch: [228] [1580/2904] eta: 0:16:41 lr: 0.002054 loss: 0.1824 (0.1928) loss_rec_all: 0.2088 (0.2187) loss_rec_sfr: 0.2772 (0.2805) loss_cl: -0.2790 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [10:27:16.455182] Epoch: [228] [1600/2904] eta: 0:16:26 lr: 0.002054 loss: 0.1850 (0.1928) loss_rec_all: 0.2109 (0.2187) loss_rec_sfr: 0.2715 (0.2805) loss_cl: -0.2787 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [10:27:31.365884] Epoch: [228] [1620/2904] eta: 0:16:10 lr: 0.002054 loss: 0.1833 (0.1927) loss_rec_all: 0.2090 (0.2187) loss_rec_sfr: 0.2583 (0.2803) loss_cl: -0.2788 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [10:27:46.277487] Epoch: [228] [1640/2904] eta: 0:15:55 lr: 0.002054 loss: 0.1876 (0.1928) loss_rec_all: 0.2133 (0.2188) loss_rec_sfr: 0.2774 (0.2807) loss_cl: -0.2786 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [10:28:01.189007] Epoch: [228] [1660/2904] eta: 0:15:40 lr: 0.002054 loss: 0.1848 (0.1928) loss_rec_all: 0.2108 (0.2187) loss_rec_sfr: 0.2774 (0.2808) loss_cl: -0.2794 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [10:28:16.098923] Epoch: [228] [1680/2904] eta: 0:15:25 lr: 0.002053 loss: 0.1832 (0.1928) loss_rec_all: 0.2096 (0.2188) loss_rec_sfr: 0.2688 (0.2810) loss_cl: -0.2793 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [10:28:31.163524] Epoch: [228] [1700/2904] eta: 0:15:09 lr: 0.002053 loss: 0.1838 (0.1928) loss_rec_all: 0.2101 (0.2187) loss_rec_sfr: 0.2694 (0.2809) loss_cl: -0.2788 (-0.2789) time: 0.7532 data: 0.0002 max mem: 29860 [10:28:46.080655] Epoch: [228] [1720/2904] eta: 0:14:54 lr: 0.002053 loss: 0.1822 (0.1929) loss_rec_all: 0.2081 (0.2188) loss_rec_sfr: 0.2745 (0.2812) loss_cl: -0.2783 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [10:29:01.000446] Epoch: [228] [1740/2904] eta: 0:14:39 lr: 0.002053 loss: 0.1844 (0.1929) loss_rec_all: 0.2105 (0.2188) loss_rec_sfr: 0.2683 (0.2812) loss_cl: -0.2795 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [10:29:15.923002] Epoch: [228] [1760/2904] eta: 0:14:24 lr: 0.002053 loss: 0.1840 (0.1929) loss_rec_all: 0.2105 (0.2188) loss_rec_sfr: 0.2550 (0.2813) loss_cl: -0.2790 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [10:29:30.845146] Epoch: [228] [1780/2904] eta: 0:14:09 lr: 0.002053 loss: 0.1848 (0.1929) loss_rec_all: 0.2109 (0.2188) loss_rec_sfr: 0.2633 (0.2811) loss_cl: -0.2791 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [10:29:45.777395] Epoch: [228] [1800/2904] eta: 0:13:53 lr: 0.002053 loss: 0.1862 (0.1929) loss_rec_all: 0.2120 (0.2188) loss_rec_sfr: 0.2347 (0.2811) loss_cl: -0.2779 (-0.2789) time: 0.7466 data: 0.0002 max mem: 29860 [10:30:00.699597] Epoch: [228] [1820/2904] eta: 0:13:38 lr: 0.002053 loss: 0.1850 (0.1930) loss_rec_all: 0.2114 (0.2189) loss_rec_sfr: 0.2777 (0.2814) loss_cl: -0.2786 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [10:30:15.628446] Epoch: [228] [1840/2904] eta: 0:13:23 lr: 0.002053 loss: 0.1835 (0.1930) loss_rec_all: 0.2098 (0.2190) loss_rec_sfr: 0.2647 (0.2815) loss_cl: -0.2789 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [10:30:30.549527] Epoch: [228] [1860/2904] eta: 0:13:08 lr: 0.002053 loss: 0.1937 (0.1931) loss_rec_all: 0.2197 (0.2190) loss_rec_sfr: 0.2764 (0.2817) loss_cl: -0.2787 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [10:30:45.470678] Epoch: [228] [1880/2904] eta: 0:12:52 lr: 0.002053 loss: 0.1842 (0.1931) loss_rec_all: 0.2103 (0.2190) loss_rec_sfr: 0.2705 (0.2817) loss_cl: -0.2790 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [10:31:00.398634] Epoch: [228] [1900/2904] eta: 0:12:37 lr: 0.002053 loss: 0.1876 (0.1931) loss_rec_all: 0.2135 (0.2190) loss_rec_sfr: 0.2637 (0.2817) loss_cl: -0.2787 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [10:31:15.321444] Epoch: [228] [1920/2904] eta: 0:12:22 lr: 0.002053 loss: 0.1923 (0.1932) loss_rec_all: 0.2182 (0.2191) loss_rec_sfr: 0.2708 (0.2820) loss_cl: -0.2777 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [10:31:30.239386] Epoch: [228] [1940/2904] eta: 0:12:07 lr: 0.002053 loss: 0.1844 (0.1932) loss_rec_all: 0.2102 (0.2191) loss_rec_sfr: 0.2766 (0.2821) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [10:31:45.161281] Epoch: [228] [1960/2904] eta: 0:11:52 lr: 0.002053 loss: 0.1837 (0.1932) loss_rec_all: 0.2097 (0.2191) loss_rec_sfr: 0.2757 (0.2822) loss_cl: -0.2795 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [10:32:00.084375] Epoch: [228] [1980/2904] eta: 0:11:37 lr: 0.002053 loss: 0.1825 (0.1932) loss_rec_all: 0.2087 (0.2191) loss_rec_sfr: 0.2363 (0.2819) loss_cl: -0.2793 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [10:32:15.004822] Epoch: [228] [2000/2904] eta: 0:11:21 lr: 0.002053 loss: 0.1926 (0.1932) loss_rec_all: 0.2185 (0.2192) loss_rec_sfr: 0.2703 (0.2822) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [10:32:29.916900] Epoch: [228] [2020/2904] eta: 0:11:06 lr: 0.002053 loss: 0.1831 (0.1933) loss_rec_all: 0.2092 (0.2192) loss_rec_sfr: 0.2755 (0.2824) loss_cl: -0.2791 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [10:32:44.835569] Epoch: [228] [2040/2904] eta: 0:10:51 lr: 0.002053 loss: 0.1804 (0.1933) loss_rec_all: 0.2068 (0.2192) loss_rec_sfr: 0.2621 (0.2825) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [10:32:59.755339] Epoch: [228] [2060/2904] eta: 0:10:36 lr: 0.002053 loss: 0.1817 (0.1933) loss_rec_all: 0.2079 (0.2192) loss_rec_sfr: 0.2678 (0.2827) loss_cl: -0.2783 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [10:33:14.677093] Epoch: [228] [2080/2904] eta: 0:10:21 lr: 0.002053 loss: 0.1843 (0.1933) loss_rec_all: 0.2102 (0.2192) loss_rec_sfr: 0.2709 (0.2827) loss_cl: -0.2792 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [10:33:29.601363] Epoch: [228] [2100/2904] eta: 0:10:06 lr: 0.002053 loss: 0.1849 (0.1934) loss_rec_all: 0.2109 (0.2193) loss_rec_sfr: 0.2703 (0.2828) loss_cl: -0.2793 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [10:33:44.524676] Epoch: [228] [2120/2904] eta: 0:09:51 lr: 0.002053 loss: 0.1827 (0.1935) loss_rec_all: 0.2088 (0.2194) loss_rec_sfr: 0.2674 (0.2830) loss_cl: -0.2799 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [10:33:59.450640] Epoch: [228] [2140/2904] eta: 0:09:35 lr: 0.002053 loss: 0.1833 (0.1935) loss_rec_all: 0.2095 (0.2194) loss_rec_sfr: 0.2689 (0.2833) loss_cl: -0.2794 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [10:34:14.372601] Epoch: [228] [2160/2904] eta: 0:09:20 lr: 0.002053 loss: 0.1866 (0.1936) loss_rec_all: 0.2128 (0.2195) loss_rec_sfr: 0.2744 (0.2834) loss_cl: -0.2786 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [10:34:29.300282] Epoch: [228] [2180/2904] eta: 0:09:05 lr: 0.002053 loss: 0.1882 (0.1937) loss_rec_all: 0.2142 (0.2196) loss_rec_sfr: 0.2690 (0.2837) loss_cl: -0.2777 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [10:34:44.221343] Epoch: [228] [2200/2904] eta: 0:08:50 lr: 0.002053 loss: 0.1937 (0.1937) loss_rec_all: 0.2193 (0.2196) loss_rec_sfr: 0.2715 (0.2839) loss_cl: -0.2775 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [10:34:59.140356] Epoch: [228] [2220/2904] eta: 0:08:35 lr: 0.002053 loss: 0.1839 (0.1937) loss_rec_all: 0.2101 (0.2196) loss_rec_sfr: 0.2727 (0.2838) loss_cl: -0.2781 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [10:35:14.062475] Epoch: [228] [2240/2904] eta: 0:08:20 lr: 0.002053 loss: 0.1870 (0.1938) loss_rec_all: 0.2128 (0.2197) loss_rec_sfr: 0.2788 (0.2842) loss_cl: -0.2794 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [10:35:28.975412] Epoch: [228] [2260/2904] eta: 0:08:05 lr: 0.002053 loss: 0.1840 (0.1938) loss_rec_all: 0.2104 (0.2197) loss_rec_sfr: 0.2566 (0.2843) loss_cl: -0.2796 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [10:35:43.889472] Epoch: [228] [2280/2904] eta: 0:07:50 lr: 0.002053 loss: 0.1852 (0.1939) loss_rec_all: 0.2112 (0.2198) loss_rec_sfr: 0.2599 (0.2844) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [10:35:58.807596] Epoch: [228] [2300/2904] eta: 0:07:34 lr: 0.002053 loss: 0.1861 (0.1939) loss_rec_all: 0.2117 (0.2198) loss_rec_sfr: 0.2760 (0.2845) loss_cl: -0.2775 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [10:36:13.725466] Epoch: [228] [2320/2904] eta: 0:07:19 lr: 0.002053 loss: 0.1846 (0.1939) loss_rec_all: 0.2111 (0.2198) loss_rec_sfr: 0.2657 (0.2844) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [10:36:28.640588] Epoch: [228] [2340/2904] eta: 0:07:04 lr: 0.002053 loss: 0.1832 (0.1938) loss_rec_all: 0.2089 (0.2197) loss_rec_sfr: 0.2677 (0.2843) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [10:36:43.566427] Epoch: [228] [2360/2904] eta: 0:06:49 lr: 0.002053 loss: 0.1827 (0.1938) loss_rec_all: 0.2088 (0.2197) loss_rec_sfr: 0.2635 (0.2842) loss_cl: -0.2797 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [10:36:58.484555] Epoch: [228] [2380/2904] eta: 0:06:34 lr: 0.002053 loss: 0.1864 (0.1939) loss_rec_all: 0.2129 (0.2198) loss_rec_sfr: 0.2675 (0.2845) loss_cl: -0.2795 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [10:37:13.406945] Epoch: [228] [2400/2904] eta: 0:06:19 lr: 0.002053 loss: 0.1860 (0.1939) loss_rec_all: 0.2126 (0.2198) loss_rec_sfr: 0.2649 (0.2844) loss_cl: -0.2802 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [10:37:28.324340] Epoch: [228] [2420/2904] eta: 0:06:04 lr: 0.002053 loss: 0.1871 (0.1939) loss_rec_all: 0.2132 (0.2198) loss_rec_sfr: 0.2638 (0.2846) loss_cl: -0.2794 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [10:37:43.245604] Epoch: [228] [2440/2904] eta: 0:05:49 lr: 0.002053 loss: 0.1865 (0.1939) loss_rec_all: 0.2123 (0.2198) loss_rec_sfr: 0.2699 (0.2845) loss_cl: -0.2780 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [10:37:58.165988] Epoch: [228] [2460/2904] eta: 0:05:34 lr: 0.002053 loss: 0.1879 (0.1940) loss_rec_all: 0.2139 (0.2199) loss_rec_sfr: 0.2665 (0.2847) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [10:38:13.086407] Epoch: [228] [2480/2904] eta: 0:05:19 lr: 0.002053 loss: 0.1840 (0.1940) loss_rec_all: 0.2104 (0.2199) loss_rec_sfr: 0.2608 (0.2847) loss_cl: -0.2780 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [10:38:28.005862] Epoch: [228] [2500/2904] eta: 0:05:04 lr: 0.002053 loss: 0.1853 (0.1941) loss_rec_all: 0.2115 (0.2200) loss_rec_sfr: 0.2767 (0.2850) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [10:38:42.925140] Epoch: [228] [2520/2904] eta: 0:04:48 lr: 0.002052 loss: 0.1850 (0.1941) loss_rec_all: 0.2110 (0.2200) loss_rec_sfr: 0.2802 (0.2850) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [10:38:57.848944] Epoch: [228] [2540/2904] eta: 0:04:33 lr: 0.002052 loss: 0.1866 (0.1941) loss_rec_all: 0.2132 (0.2200) loss_rec_sfr: 0.2549 (0.2849) loss_cl: -0.2791 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [10:39:12.767414] Epoch: [228] [2560/2904] eta: 0:04:18 lr: 0.002052 loss: 0.1922 (0.1942) loss_rec_all: 0.2184 (0.2201) loss_rec_sfr: 0.2809 (0.2853) loss_cl: -0.2782 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [10:39:27.689473] Epoch: [228] [2580/2904] eta: 0:04:03 lr: 0.002052 loss: 0.1830 (0.1941) loss_rec_all: 0.2092 (0.2200) loss_rec_sfr: 0.2595 (0.2851) loss_cl: -0.2782 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [10:39:42.605722] Epoch: [228] [2600/2904] eta: 0:03:48 lr: 0.002052 loss: 0.1819 (0.1941) loss_rec_all: 0.2080 (0.2199) loss_rec_sfr: 0.2603 (0.2849) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [10:39:57.524113] Epoch: [228] [2620/2904] eta: 0:03:33 lr: 0.002052 loss: 0.1862 (0.1941) loss_rec_all: 0.2121 (0.2200) loss_rec_sfr: 0.2751 (0.2850) loss_cl: -0.2796 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [10:40:12.446145] Epoch: [228] [2640/2904] eta: 0:03:18 lr: 0.002052 loss: 0.1829 (0.1940) loss_rec_all: 0.2093 (0.2199) loss_rec_sfr: 0.2635 (0.2849) loss_cl: -0.2798 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [10:40:27.367421] Epoch: [228] [2660/2904] eta: 0:03:03 lr: 0.002052 loss: 0.1876 (0.1941) loss_rec_all: 0.2137 (0.2200) loss_rec_sfr: 0.2720 (0.2851) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [10:40:42.290189] Epoch: [228] [2680/2904] eta: 0:02:48 lr: 0.002052 loss: 0.1817 (0.1940) loss_rec_all: 0.2084 (0.2199) loss_rec_sfr: 0.2327 (0.2848) loss_cl: -0.2783 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [10:40:57.202516] Epoch: [228] [2700/2904] eta: 0:02:33 lr: 0.002052 loss: 0.1828 (0.1940) loss_rec_all: 0.2089 (0.2199) loss_rec_sfr: 0.2734 (0.2848) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [10:41:12.119048] Epoch: [228] [2720/2904] eta: 0:02:18 lr: 0.002052 loss: 0.1868 (0.1941) loss_rec_all: 0.2128 (0.2199) loss_rec_sfr: 0.2721 (0.2849) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [10:41:27.031548] Epoch: [228] [2740/2904] eta: 0:02:03 lr: 0.002052 loss: 0.1852 (0.1941) loss_rec_all: 0.2111 (0.2200) loss_rec_sfr: 0.2664 (0.2851) loss_cl: -0.2795 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [10:41:41.953456] Epoch: [228] [2760/2904] eta: 0:01:48 lr: 0.002052 loss: 0.1870 (0.1941) loss_rec_all: 0.2128 (0.2200) loss_rec_sfr: 0.2846 (0.2853) loss_cl: -0.2785 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [10:41:56.874376] Epoch: [228] [2780/2904] eta: 0:01:33 lr: 0.002052 loss: 0.1858 (0.1942) loss_rec_all: 0.2120 (0.2201) loss_rec_sfr: 0.2791 (0.2855) loss_cl: -0.2782 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [10:42:11.794598] Epoch: [228] [2800/2904] eta: 0:01:18 lr: 0.002052 loss: 0.1804 (0.1941) loss_rec_all: 0.2062 (0.2200) loss_rec_sfr: 0.2652 (0.2853) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [10:42:26.720387] Epoch: [228] [2820/2904] eta: 0:01:03 lr: 0.002052 loss: 0.1826 (0.1941) loss_rec_all: 0.2086 (0.2200) loss_rec_sfr: 0.2723 (0.2852) loss_cl: -0.2794 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [10:42:41.667809] Epoch: [228] [2840/2904] eta: 0:00:48 lr: 0.002052 loss: 0.1834 (0.1941) loss_rec_all: 0.2093 (0.2200) loss_rec_sfr: 0.2713 (0.2854) loss_cl: -0.2789 (-0.2788) time: 0.7473 data: 0.0023 max mem: 29860 [10:42:56.567867] Epoch: [228] [2860/2904] eta: 0:00:33 lr: 0.002052 loss: 0.1894 (0.1942) loss_rec_all: 0.2155 (0.2201) loss_rec_sfr: 0.2688 (0.2856) loss_cl: -0.2786 (-0.2788) time: 0.7450 data: 0.0001 max mem: 29860 [10:43:11.467634] Epoch: [228] [2880/2904] eta: 0:00:18 lr: 0.002052 loss: 0.1830 (0.1941) loss_rec_all: 0.2093 (0.2200) loss_rec_sfr: 0.2324 (0.2854) loss_cl: -0.2796 (-0.2788) time: 0.7449 data: 0.0001 max mem: 29860 [10:43:26.371138] Epoch: [228] [2900/2904] eta: 0:00:03 lr: 0.002052 loss: 0.1868 (0.1942) loss_rec_all: 0.2129 (0.2200) loss_rec_sfr: 0.2737 (0.2854) loss_cl: -0.2793 (-0.2788) time: 0.7451 data: 0.0001 max mem: 29860 [10:43:28.613703] Epoch: [228] [2903/2904] eta: 0:00:00 lr: 0.002052 loss: 0.1858 (0.1941) loss_rec_all: 0.2122 (0.2200) loss_rec_sfr: 0.2753 (0.2854) loss_cl: -0.2793 (-0.2788) time: 0.7451 data: 0.0001 max mem: 29860 [10:43:30.719042] Epoch: [228] Total time: 0:36:25 (0.7525 s / it) [10:43:30.733352] Averaged stats: lr: 0.002052 loss: 0.1858 (0.1967) loss_rec_all: 0.2122 (0.2203) loss_rec_sfr: 0.2753 (0.2852) loss_cl: -0.2793 (-0.2556) [10:43:30.738018] log_dir: ./checkpoint/VF2_ViT-B [10:43:47.960082] Epoch: [229] [ 0/2904] eta: 13:53:29 lr: 0.002052 loss: 0.1810 (0.1810) loss_rec_all: 0.2072 (0.2072) loss_rec_sfr: 0.2251 (0.2251) loss_cl: -0.2784 (-0.2784) time: 17.2210 data: 15.7124 max mem: 29860 [10:44:04.165472] Epoch: [229] [ 20/2904] eta: 1:16:30 lr: 0.002052 loss: 0.1843 (0.1927) loss_rec_all: 0.2103 (0.2186) loss_rec_sfr: 0.2753 (0.2836) loss_cl: -0.2790 (-0.2790) time: 0.8102 data: 0.0002 max mem: 29860 [10:44:19.043015] Epoch: [229] [ 40/2904] eta: 0:56:14 lr: 0.002052 loss: 0.1818 (0.1953) loss_rec_all: 0.2080 (0.2212) loss_rec_sfr: 0.2396 (0.2859) loss_cl: -0.2784 (-0.2787) time: 0.7438 data: 0.0002 max mem: 29860 [10:44:33.930088] Epoch: [229] [ 60/2904] eta: 0:49:06 lr: 0.002052 loss: 0.1889 (0.1957) loss_rec_all: 0.2149 (0.2215) loss_rec_sfr: 0.2663 (0.2853) loss_cl: -0.2783 (-0.2784) time: 0.7443 data: 0.0002 max mem: 29860 [10:44:48.823662] Epoch: [229] [ 80/2904] eta: 0:45:22 lr: 0.002052 loss: 0.1871 (0.1983) loss_rec_all: 0.2130 (0.2240) loss_rec_sfr: 0.2774 (0.2963) loss_cl: -0.2788 (-0.2785) time: 0.7446 data: 0.0002 max mem: 29860 [10:45:03.731927] Epoch: [229] [ 100/2904] eta: 0:43:01 lr: 0.002052 loss: 0.1828 (0.1967) loss_rec_all: 0.2091 (0.2226) loss_rec_sfr: 0.2291 (0.2886) loss_cl: -0.2789 (-0.2785) time: 0.7454 data: 0.0002 max mem: 29860 [10:45:18.653262] Epoch: [229] [ 120/2904] eta: 0:41:22 lr: 0.002052 loss: 0.1812 (0.1951) loss_rec_all: 0.2074 (0.2209) loss_rec_sfr: 0.2625 (0.2846) loss_cl: -0.2793 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [10:45:33.586384] Epoch: [229] [ 140/2904] eta: 0:40:08 lr: 0.002052 loss: 0.1869 (0.1954) loss_rec_all: 0.2129 (0.2213) loss_rec_sfr: 0.2658 (0.2864) loss_cl: -0.2789 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [10:45:48.506931] Epoch: [229] [ 160/2904] eta: 0:39:07 lr: 0.002052 loss: 0.1858 (0.1961) loss_rec_all: 0.2122 (0.2220) loss_rec_sfr: 0.2776 (0.2886) loss_cl: -0.2782 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [10:46:03.430058] Epoch: [229] [ 180/2904] eta: 0:38:17 lr: 0.002052 loss: 0.1841 (0.1958) loss_rec_all: 0.2101 (0.2217) loss_rec_sfr: 0.2654 (0.2875) loss_cl: -0.2793 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [10:46:18.370177] Epoch: [229] [ 200/2904] eta: 0:37:34 lr: 0.002052 loss: 0.1869 (0.1956) loss_rec_all: 0.2130 (0.2214) loss_rec_sfr: 0.2686 (0.2867) loss_cl: -0.2790 (-0.2787) time: 0.7470 data: 0.0002 max mem: 29860 [10:46:33.296872] Epoch: [229] [ 220/2904] eta: 0:36:57 lr: 0.002052 loss: 0.1830 (0.1953) loss_rec_all: 0.2088 (0.2211) loss_rec_sfr: 0.2764 (0.2870) loss_cl: -0.2781 (-0.2786) time: 0.7463 data: 0.0002 max mem: 29860 [10:46:48.217381] Epoch: [229] [ 240/2904] eta: 0:36:22 lr: 0.002052 loss: 0.1878 (0.1957) loss_rec_all: 0.2136 (0.2215) loss_rec_sfr: 0.2673 (0.2890) loss_cl: -0.2790 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [10:47:03.136699] Epoch: [229] [ 260/2904] eta: 0:35:51 lr: 0.002052 loss: 0.1848 (0.1954) loss_rec_all: 0.2111 (0.2212) loss_rec_sfr: 0.2681 (0.2884) loss_cl: -0.2793 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [10:47:18.050447] Epoch: [229] [ 280/2904] eta: 0:35:22 lr: 0.002052 loss: 0.1851 (0.1957) loss_rec_all: 0.2111 (0.2215) loss_rec_sfr: 0.2823 (0.2903) loss_cl: -0.2806 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [10:47:32.969093] Epoch: [229] [ 300/2904] eta: 0:34:55 lr: 0.002052 loss: 0.1806 (0.1952) loss_rec_all: 0.2065 (0.2210) loss_rec_sfr: 0.2721 (0.2886) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [10:47:47.889511] Epoch: [229] [ 320/2904] eta: 0:34:29 lr: 0.002052 loss: 0.1866 (0.1954) loss_rec_all: 0.2130 (0.2212) loss_rec_sfr: 0.2720 (0.2890) loss_cl: -0.2781 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [10:48:02.805902] Epoch: [229] [ 340/2904] eta: 0:34:05 lr: 0.002052 loss: 0.1825 (0.1951) loss_rec_all: 0.2083 (0.2210) loss_rec_sfr: 0.2715 (0.2880) loss_cl: -0.2783 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [10:48:17.749859] Epoch: [229] [ 360/2904] eta: 0:33:42 lr: 0.002052 loss: 0.1817 (0.1951) loss_rec_all: 0.2079 (0.2209) loss_rec_sfr: 0.2655 (0.2883) loss_cl: -0.2798 (-0.2788) time: 0.7472 data: 0.0002 max mem: 29860 [10:48:32.663691] Epoch: [229] [ 380/2904] eta: 0:33:20 lr: 0.002052 loss: 0.1840 (0.1953) loss_rec_all: 0.2100 (0.2212) loss_rec_sfr: 0.2761 (0.2891) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [10:48:47.579701] Epoch: [229] [ 400/2904] eta: 0:32:58 lr: 0.002052 loss: 0.1850 (0.1954) loss_rec_all: 0.2115 (0.2213) loss_rec_sfr: 0.2686 (0.2894) loss_cl: -0.2781 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [10:49:02.494254] Epoch: [229] [ 420/2904] eta: 0:32:37 lr: 0.002052 loss: 0.1839 (0.1954) loss_rec_all: 0.2099 (0.2212) loss_rec_sfr: 0.2671 (0.2894) loss_cl: -0.2784 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [10:49:17.414551] Epoch: [229] [ 440/2904] eta: 0:32:16 lr: 0.002051 loss: 0.1822 (0.1950) loss_rec_all: 0.2084 (0.2209) loss_rec_sfr: 0.2616 (0.2886) loss_cl: -0.2793 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [10:49:32.329899] Epoch: [229] [ 460/2904] eta: 0:31:56 lr: 0.002051 loss: 0.1814 (0.1950) loss_rec_all: 0.2079 (0.2208) loss_rec_sfr: 0.2727 (0.2883) loss_cl: -0.2793 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [10:49:47.253781] Epoch: [229] [ 480/2904] eta: 0:31:37 lr: 0.002051 loss: 0.1883 (0.1953) loss_rec_all: 0.2146 (0.2211) loss_rec_sfr: 0.2746 (0.2896) loss_cl: -0.2783 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [10:50:02.173793] Epoch: [229] [ 500/2904] eta: 0:31:18 lr: 0.002051 loss: 0.1844 (0.1952) loss_rec_all: 0.2103 (0.2210) loss_rec_sfr: 0.2640 (0.2891) loss_cl: -0.2778 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [10:50:17.090009] Epoch: [229] [ 520/2904] eta: 0:30:59 lr: 0.002051 loss: 0.1840 (0.1953) loss_rec_all: 0.2099 (0.2212) loss_rec_sfr: 0.2663 (0.2896) loss_cl: -0.2791 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [10:50:32.005489] Epoch: [229] [ 540/2904] eta: 0:30:40 lr: 0.002051 loss: 0.1806 (0.1949) loss_rec_all: 0.2066 (0.2208) loss_rec_sfr: 0.2265 (0.2879) loss_cl: -0.2797 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [10:50:46.923255] Epoch: [229] [ 560/2904] eta: 0:30:22 lr: 0.002051 loss: 0.1844 (0.1948) loss_rec_all: 0.2105 (0.2207) loss_rec_sfr: 0.2682 (0.2875) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [10:51:01.843143] Epoch: [229] [ 580/2904] eta: 0:30:04 lr: 0.002051 loss: 0.1846 (0.1948) loss_rec_all: 0.2109 (0.2207) loss_rec_sfr: 0.2594 (0.2872) loss_cl: -0.2777 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [10:51:16.758761] Epoch: [229] [ 600/2904] eta: 0:29:46 lr: 0.002051 loss: 0.1860 (0.1950) loss_rec_all: 0.2120 (0.2209) loss_rec_sfr: 0.2767 (0.2881) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [10:51:31.678996] Epoch: [229] [ 620/2904] eta: 0:29:28 lr: 0.002051 loss: 0.1849 (0.1950) loss_rec_all: 0.2108 (0.2209) loss_rec_sfr: 0.2748 (0.2884) loss_cl: -0.2792 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [10:51:46.604901] Epoch: [229] [ 640/2904] eta: 0:29:11 lr: 0.002051 loss: 0.1844 (0.1950) loss_rec_all: 0.2105 (0.2209) loss_rec_sfr: 0.2618 (0.2882) loss_cl: -0.2776 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [10:52:01.526963] Epoch: [229] [ 660/2904] eta: 0:28:53 lr: 0.002051 loss: 0.1839 (0.1952) loss_rec_all: 0.2098 (0.2210) loss_rec_sfr: 0.2783 (0.2894) loss_cl: -0.2783 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [10:52:16.448535] Epoch: [229] [ 680/2904] eta: 0:28:36 lr: 0.002051 loss: 0.1826 (0.1951) loss_rec_all: 0.2086 (0.2209) loss_rec_sfr: 0.2608 (0.2887) loss_cl: -0.2786 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [10:52:31.377832] Epoch: [229] [ 700/2904] eta: 0:28:19 lr: 0.002051 loss: 0.1833 (0.1950) loss_rec_all: 0.2092 (0.2209) loss_rec_sfr: 0.2659 (0.2886) loss_cl: -0.2797 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [10:52:46.312276] Epoch: [229] [ 720/2904] eta: 0:28:02 lr: 0.002051 loss: 0.1850 (0.1950) loss_rec_all: 0.2110 (0.2209) loss_rec_sfr: 0.2668 (0.2885) loss_cl: -0.2806 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [10:53:01.232800] Epoch: [229] [ 740/2904] eta: 0:27:45 lr: 0.002051 loss: 0.1872 (0.1950) loss_rec_all: 0.2132 (0.2208) loss_rec_sfr: 0.2636 (0.2881) loss_cl: -0.2784 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [10:53:16.150519] Epoch: [229] [ 760/2904] eta: 0:27:29 lr: 0.002051 loss: 0.1814 (0.1951) loss_rec_all: 0.2073 (0.2210) loss_rec_sfr: 0.2728 (0.2887) loss_cl: -0.2781 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [10:53:31.074302] Epoch: [229] [ 780/2904] eta: 0:27:12 lr: 0.002051 loss: 0.1855 (0.1952) loss_rec_all: 0.2118 (0.2211) loss_rec_sfr: 0.2663 (0.2890) loss_cl: -0.2785 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [10:53:45.994513] Epoch: [229] [ 800/2904] eta: 0:26:56 lr: 0.002051 loss: 0.1851 (0.1952) loss_rec_all: 0.2113 (0.2211) loss_rec_sfr: 0.2689 (0.2891) loss_cl: -0.2791 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [10:54:00.916111] Epoch: [229] [ 820/2904] eta: 0:26:39 lr: 0.002051 loss: 0.1868 (0.1956) loss_rec_all: 0.2131 (0.2215) loss_rec_sfr: 0.2853 (0.2905) loss_cl: -0.2800 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [10:54:15.839237] Epoch: [229] [ 840/2904] eta: 0:26:23 lr: 0.002051 loss: 0.1866 (0.1955) loss_rec_all: 0.2127 (0.2213) loss_rec_sfr: 0.2761 (0.2902) loss_cl: -0.2797 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [10:54:30.761646] Epoch: [229] [ 860/2904] eta: 0:26:06 lr: 0.002051 loss: 0.1829 (0.1955) loss_rec_all: 0.2094 (0.2214) loss_rec_sfr: 0.2286 (0.2901) loss_cl: -0.2788 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [10:54:45.680939] Epoch: [229] [ 880/2904] eta: 0:25:50 lr: 0.002051 loss: 0.1842 (0.1955) loss_rec_all: 0.2106 (0.2213) loss_rec_sfr: 0.2615 (0.2899) loss_cl: -0.2784 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [10:55:00.599405] Epoch: [229] [ 900/2904] eta: 0:25:34 lr: 0.002051 loss: 0.1800 (0.1952) loss_rec_all: 0.2063 (0.2210) loss_rec_sfr: 0.2068 (0.2888) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [10:55:15.513111] Epoch: [229] [ 920/2904] eta: 0:25:18 lr: 0.002051 loss: 0.1816 (0.1952) loss_rec_all: 0.2079 (0.2211) loss_rec_sfr: 0.2667 (0.2891) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [10:55:30.431594] Epoch: [229] [ 940/2904] eta: 0:25:02 lr: 0.002051 loss: 0.1916 (0.1954) loss_rec_all: 0.2178 (0.2213) loss_rec_sfr: 0.2700 (0.2894) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [10:55:45.348196] Epoch: [229] [ 960/2904] eta: 0:24:45 lr: 0.002051 loss: 0.1854 (0.1953) loss_rec_all: 0.2112 (0.2212) loss_rec_sfr: 0.2622 (0.2889) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [10:56:00.260860] Epoch: [229] [ 980/2904] eta: 0:24:29 lr: 0.002051 loss: 0.1846 (0.1952) loss_rec_all: 0.2105 (0.2210) loss_rec_sfr: 0.2339 (0.2881) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [10:56:15.175676] Epoch: [229] [1000/2904] eta: 0:24:13 lr: 0.002051 loss: 0.1859 (0.1953) loss_rec_all: 0.2117 (0.2212) loss_rec_sfr: 0.2692 (0.2885) loss_cl: -0.2779 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [10:56:30.089597] Epoch: [229] [1020/2904] eta: 0:23:58 lr: 0.002051 loss: 0.1847 (0.1954) loss_rec_all: 0.2108 (0.2213) loss_rec_sfr: 0.2659 (0.2890) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [10:56:45.008721] Epoch: [229] [1040/2904] eta: 0:23:42 lr: 0.002051 loss: 0.1848 (0.1954) loss_rec_all: 0.2111 (0.2212) loss_rec_sfr: 0.2677 (0.2888) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [10:56:59.925879] Epoch: [229] [1060/2904] eta: 0:23:26 lr: 0.002051 loss: 0.1789 (0.1952) loss_rec_all: 0.2049 (0.2211) loss_rec_sfr: 0.2668 (0.2885) loss_cl: -0.2795 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [10:57:14.844068] Epoch: [229] [1080/2904] eta: 0:23:10 lr: 0.002051 loss: 0.1916 (0.1954) loss_rec_all: 0.2177 (0.2212) loss_rec_sfr: 0.2796 (0.2891) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [10:57:29.774069] Epoch: [229] [1100/2904] eta: 0:22:54 lr: 0.002051 loss: 0.1836 (0.1953) loss_rec_all: 0.2094 (0.2211) loss_rec_sfr: 0.2542 (0.2887) loss_cl: -0.2790 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [10:57:44.693535] Epoch: [229] [1120/2904] eta: 0:22:38 lr: 0.002051 loss: 0.1823 (0.1952) loss_rec_all: 0.2082 (0.2210) loss_rec_sfr: 0.2545 (0.2885) loss_cl: -0.2783 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [10:57:59.611315] Epoch: [229] [1140/2904] eta: 0:22:23 lr: 0.002051 loss: 0.1818 (0.1950) loss_rec_all: 0.2082 (0.2209) loss_rec_sfr: 0.2626 (0.2880) loss_cl: -0.2794 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [10:58:14.524620] Epoch: [229] [1160/2904] eta: 0:22:07 lr: 0.002051 loss: 0.1868 (0.1950) loss_rec_all: 0.2126 (0.2209) loss_rec_sfr: 0.2693 (0.2880) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [10:58:29.436788] Epoch: [229] [1180/2904] eta: 0:21:51 lr: 0.002051 loss: 0.1839 (0.1948) loss_rec_all: 0.2099 (0.2207) loss_rec_sfr: 0.2701 (0.2875) loss_cl: -0.2795 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [10:58:44.355019] Epoch: [229] [1200/2904] eta: 0:21:36 lr: 0.002051 loss: 0.1834 (0.1947) loss_rec_all: 0.2095 (0.2206) loss_rec_sfr: 0.2696 (0.2872) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [10:58:59.276574] Epoch: [229] [1220/2904] eta: 0:21:20 lr: 0.002051 loss: 0.1828 (0.1947) loss_rec_all: 0.2087 (0.2206) loss_rec_sfr: 0.2701 (0.2873) loss_cl: -0.2781 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [10:59:14.198210] Epoch: [229] [1240/2904] eta: 0:21:04 lr: 0.002051 loss: 0.1801 (0.1946) loss_rec_all: 0.2066 (0.2205) loss_rec_sfr: 0.2704 (0.2869) loss_cl: -0.2782 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [10:59:29.112190] Epoch: [229] [1260/2904] eta: 0:20:49 lr: 0.002051 loss: 0.1806 (0.1947) loss_rec_all: 0.2071 (0.2205) loss_rec_sfr: 0.2654 (0.2871) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [10:59:44.023155] Epoch: [229] [1280/2904] eta: 0:20:33 lr: 0.002050 loss: 0.1844 (0.1946) loss_rec_all: 0.2106 (0.2205) loss_rec_sfr: 0.2740 (0.2869) loss_cl: -0.2794 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [10:59:58.936793] Epoch: [229] [1300/2904] eta: 0:20:18 lr: 0.002050 loss: 0.1851 (0.1945) loss_rec_all: 0.2112 (0.2204) loss_rec_sfr: 0.2708 (0.2870) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [11:00:13.855243] Epoch: [229] [1320/2904] eta: 0:20:02 lr: 0.002050 loss: 0.1851 (0.1945) loss_rec_all: 0.2111 (0.2204) loss_rec_sfr: 0.2575 (0.2868) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [11:00:28.768279] Epoch: [229] [1340/2904] eta: 0:19:47 lr: 0.002050 loss: 0.1820 (0.1945) loss_rec_all: 0.2085 (0.2204) loss_rec_sfr: 0.2564 (0.2868) loss_cl: -0.2784 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [11:00:43.680857] Epoch: [229] [1360/2904] eta: 0:19:31 lr: 0.002050 loss: 0.1872 (0.1945) loss_rec_all: 0.2135 (0.2204) loss_rec_sfr: 0.2633 (0.2866) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [11:00:58.596625] Epoch: [229] [1380/2904] eta: 0:19:16 lr: 0.002050 loss: 0.1874 (0.1946) loss_rec_all: 0.2140 (0.2205) loss_rec_sfr: 0.2692 (0.2870) loss_cl: -0.2796 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [11:01:13.511962] Epoch: [229] [1400/2904] eta: 0:19:00 lr: 0.002050 loss: 0.1842 (0.1947) loss_rec_all: 0.2101 (0.2206) loss_rec_sfr: 0.2788 (0.2873) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [11:01:28.432051] Epoch: [229] [1420/2904] eta: 0:18:45 lr: 0.002050 loss: 0.1844 (0.1948) loss_rec_all: 0.2104 (0.2206) loss_rec_sfr: 0.2567 (0.2876) loss_cl: -0.2783 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [11:01:43.348209] Epoch: [229] [1440/2904] eta: 0:18:29 lr: 0.002050 loss: 0.1884 (0.1948) loss_rec_all: 0.2144 (0.2207) loss_rec_sfr: 0.2671 (0.2877) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [11:01:58.260519] Epoch: [229] [1460/2904] eta: 0:18:14 lr: 0.002050 loss: 0.1804 (0.1948) loss_rec_all: 0.2066 (0.2207) loss_rec_sfr: 0.2339 (0.2875) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [11:02:13.177916] Epoch: [229] [1480/2904] eta: 0:17:59 lr: 0.002050 loss: 0.1860 (0.1949) loss_rec_all: 0.2123 (0.2207) loss_rec_sfr: 0.2391 (0.2874) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [11:02:28.097223] Epoch: [229] [1500/2904] eta: 0:17:43 lr: 0.002050 loss: 0.1831 (0.1949) loss_rec_all: 0.2096 (0.2208) loss_rec_sfr: 0.2385 (0.2873) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [11:02:43.016830] Epoch: [229] [1520/2904] eta: 0:17:28 lr: 0.002050 loss: 0.1826 (0.1949) loss_rec_all: 0.2087 (0.2207) loss_rec_sfr: 0.2759 (0.2874) loss_cl: -0.2782 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [11:02:57.933318] Epoch: [229] [1540/2904] eta: 0:17:13 lr: 0.002050 loss: 0.1823 (0.1949) loss_rec_all: 0.2087 (0.2207) loss_rec_sfr: 0.2377 (0.2873) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [11:03:12.857053] Epoch: [229] [1560/2904] eta: 0:16:57 lr: 0.002050 loss: 0.1898 (0.1950) loss_rec_all: 0.2159 (0.2208) loss_rec_sfr: 0.2640 (0.2876) loss_cl: -0.2781 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [11:03:27.772172] Epoch: [229] [1580/2904] eta: 0:16:42 lr: 0.002050 loss: 0.1866 (0.1951) loss_rec_all: 0.2131 (0.2210) loss_rec_sfr: 0.2800 (0.2882) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [11:03:42.698210] Epoch: [229] [1600/2904] eta: 0:16:27 lr: 0.002050 loss: 0.1818 (0.1951) loss_rec_all: 0.2081 (0.2209) loss_rec_sfr: 0.2636 (0.2880) loss_cl: -0.2796 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [11:03:57.617535] Epoch: [229] [1620/2904] eta: 0:16:11 lr: 0.002050 loss: 0.1819 (0.1950) loss_rec_all: 0.2079 (0.2208) loss_rec_sfr: 0.2514 (0.2876) loss_cl: -0.2794 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [11:04:12.538301] Epoch: [229] [1640/2904] eta: 0:15:56 lr: 0.002050 loss: 0.1841 (0.1949) loss_rec_all: 0.2104 (0.2208) loss_rec_sfr: 0.2682 (0.2876) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [11:04:27.458064] Epoch: [229] [1660/2904] eta: 0:15:41 lr: 0.002050 loss: 0.1862 (0.1950) loss_rec_all: 0.2126 (0.2208) loss_rec_sfr: 0.2639 (0.2876) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [11:04:42.379344] Epoch: [229] [1680/2904] eta: 0:15:25 lr: 0.002050 loss: 0.1898 (0.1950) loss_rec_all: 0.2156 (0.2209) loss_rec_sfr: 0.2714 (0.2878) loss_cl: -0.2795 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [11:04:57.296297] Epoch: [229] [1700/2904] eta: 0:15:10 lr: 0.002050 loss: 0.1859 (0.1951) loss_rec_all: 0.2118 (0.2210) loss_rec_sfr: 0.2608 (0.2880) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [11:05:12.216949] Epoch: [229] [1720/2904] eta: 0:14:55 lr: 0.002050 loss: 0.1812 (0.1950) loss_rec_all: 0.2073 (0.2209) loss_rec_sfr: 0.2374 (0.2878) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [11:05:27.138055] Epoch: [229] [1740/2904] eta: 0:14:40 lr: 0.002050 loss: 0.1792 (0.1950) loss_rec_all: 0.2051 (0.2209) loss_rec_sfr: 0.2727 (0.2877) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [11:05:42.059275] Epoch: [229] [1760/2904] eta: 0:14:24 lr: 0.002050 loss: 0.1848 (0.1950) loss_rec_all: 0.2113 (0.2208) loss_rec_sfr: 0.2738 (0.2878) loss_cl: -0.2793 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [11:05:56.974751] Epoch: [229] [1780/2904] eta: 0:14:09 lr: 0.002050 loss: 0.1833 (0.1949) loss_rec_all: 0.2097 (0.2207) loss_rec_sfr: 0.2360 (0.2874) loss_cl: -0.2778 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [11:06:11.887184] Epoch: [229] [1800/2904] eta: 0:13:54 lr: 0.002050 loss: 0.1801 (0.1948) loss_rec_all: 0.2059 (0.2207) loss_rec_sfr: 0.2736 (0.2873) loss_cl: -0.2783 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [11:06:26.802337] Epoch: [229] [1820/2904] eta: 0:13:39 lr: 0.002050 loss: 0.1815 (0.1949) loss_rec_all: 0.2080 (0.2207) loss_rec_sfr: 0.2693 (0.2874) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [11:06:41.723952] Epoch: [229] [1840/2904] eta: 0:13:23 lr: 0.002050 loss: 0.1838 (0.1949) loss_rec_all: 0.2101 (0.2207) loss_rec_sfr: 0.2692 (0.2874) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [11:06:56.654372] Epoch: [229] [1860/2904] eta: 0:13:08 lr: 0.002050 loss: 0.1861 (0.1949) loss_rec_all: 0.2121 (0.2207) loss_rec_sfr: 0.2539 (0.2873) loss_cl: -0.2785 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [11:07:11.573293] Epoch: [229] [1880/2904] eta: 0:12:53 lr: 0.002050 loss: 0.1904 (0.1950) loss_rec_all: 0.2163 (0.2208) loss_rec_sfr: 0.2757 (0.2876) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [11:07:26.498155] Epoch: [229] [1900/2904] eta: 0:12:38 lr: 0.002050 loss: 0.1863 (0.1950) loss_rec_all: 0.2124 (0.2208) loss_rec_sfr: 0.2632 (0.2876) loss_cl: -0.2796 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [11:07:41.422277] Epoch: [229] [1920/2904] eta: 0:12:23 lr: 0.002050 loss: 0.1882 (0.1950) loss_rec_all: 0.2142 (0.2209) loss_rec_sfr: 0.2706 (0.2878) loss_cl: -0.2779 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [11:07:56.344134] Epoch: [229] [1940/2904] eta: 0:12:07 lr: 0.002050 loss: 0.1861 (0.1950) loss_rec_all: 0.2121 (0.2208) loss_rec_sfr: 0.2715 (0.2877) loss_cl: -0.2790 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [11:08:11.256270] Epoch: [229] [1960/2904] eta: 0:11:52 lr: 0.002050 loss: 0.1832 (0.1950) loss_rec_all: 0.2093 (0.2209) loss_rec_sfr: 0.2665 (0.2878) loss_cl: -0.2793 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [11:08:26.168250] Epoch: [229] [1980/2904] eta: 0:11:37 lr: 0.002050 loss: 0.1816 (0.1949) loss_rec_all: 0.2078 (0.2207) loss_rec_sfr: 0.2283 (0.2873) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [11:08:41.084328] Epoch: [229] [2000/2904] eta: 0:11:22 lr: 0.002050 loss: 0.1855 (0.1949) loss_rec_all: 0.2115 (0.2207) loss_rec_sfr: 0.2787 (0.2874) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [11:08:56.008378] Epoch: [229] [2020/2904] eta: 0:11:07 lr: 0.002050 loss: 0.1855 (0.1949) loss_rec_all: 0.2118 (0.2208) loss_rec_sfr: 0.2620 (0.2874) loss_cl: -0.2788 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [11:09:10.930764] Epoch: [229] [2040/2904] eta: 0:10:51 lr: 0.002050 loss: 0.1864 (0.1949) loss_rec_all: 0.2126 (0.2208) loss_rec_sfr: 0.2758 (0.2875) loss_cl: -0.2783 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [11:09:25.851576] Epoch: [229] [2060/2904] eta: 0:10:36 lr: 0.002050 loss: 0.1826 (0.1949) loss_rec_all: 0.2086 (0.2207) loss_rec_sfr: 0.2627 (0.2873) loss_cl: -0.2782 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [11:09:40.769413] Epoch: [229] [2080/2904] eta: 0:10:21 lr: 0.002050 loss: 0.1868 (0.1949) loss_rec_all: 0.2127 (0.2207) loss_rec_sfr: 0.2660 (0.2873) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [11:09:55.687111] Epoch: [229] [2100/2904] eta: 0:10:06 lr: 0.002049 loss: 0.1860 (0.1948) loss_rec_all: 0.2119 (0.2207) loss_rec_sfr: 0.2633 (0.2871) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [11:10:10.608359] Epoch: [229] [2120/2904] eta: 0:09:51 lr: 0.002049 loss: 0.1816 (0.1948) loss_rec_all: 0.2076 (0.2207) loss_rec_sfr: 0.2634 (0.2871) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [11:10:25.526643] Epoch: [229] [2140/2904] eta: 0:09:36 lr: 0.002049 loss: 0.1828 (0.1948) loss_rec_all: 0.2092 (0.2207) loss_rec_sfr: 0.2242 (0.2869) loss_cl: -0.2795 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [11:10:40.439053] Epoch: [229] [2160/2904] eta: 0:09:21 lr: 0.002049 loss: 0.1827 (0.1948) loss_rec_all: 0.2094 (0.2206) loss_rec_sfr: 0.2553 (0.2867) loss_cl: -0.2796 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [11:10:55.353086] Epoch: [229] [2180/2904] eta: 0:09:05 lr: 0.002049 loss: 0.1812 (0.1947) loss_rec_all: 0.2069 (0.2205) loss_rec_sfr: 0.2550 (0.2864) loss_cl: -0.2784 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [11:11:10.268358] Epoch: [229] [2200/2904] eta: 0:08:50 lr: 0.002049 loss: 0.1822 (0.1946) loss_rec_all: 0.2079 (0.2205) loss_rec_sfr: 0.2288 (0.2861) loss_cl: -0.2780 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [11:11:25.187625] Epoch: [229] [2220/2904] eta: 0:08:35 lr: 0.002049 loss: 0.1869 (0.1946) loss_rec_all: 0.2132 (0.2204) loss_rec_sfr: 0.2586 (0.2860) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [11:11:40.104112] Epoch: [229] [2240/2904] eta: 0:08:20 lr: 0.002049 loss: 0.1861 (0.1945) loss_rec_all: 0.2122 (0.2204) loss_rec_sfr: 0.2636 (0.2860) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [11:11:55.021406] Epoch: [229] [2260/2904] eta: 0:08:05 lr: 0.002049 loss: 0.1888 (0.1946) loss_rec_all: 0.2146 (0.2205) loss_rec_sfr: 0.2660 (0.2859) loss_cl: -0.2795 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [11:12:09.938686] Epoch: [229] [2280/2904] eta: 0:07:50 lr: 0.002049 loss: 0.1855 (0.1946) loss_rec_all: 0.2118 (0.2205) loss_rec_sfr: 0.2660 (0.2860) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [11:12:24.857223] Epoch: [229] [2300/2904] eta: 0:07:35 lr: 0.002049 loss: 0.1865 (0.1947) loss_rec_all: 0.2126 (0.2206) loss_rec_sfr: 0.2800 (0.2863) loss_cl: -0.2799 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [11:12:39.778189] Epoch: [229] [2320/2904] eta: 0:07:20 lr: 0.002049 loss: 0.1877 (0.1948) loss_rec_all: 0.2136 (0.2207) loss_rec_sfr: 0.2828 (0.2867) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [11:12:54.696557] Epoch: [229] [2340/2904] eta: 0:07:04 lr: 0.002049 loss: 0.1878 (0.1949) loss_rec_all: 0.2139 (0.2208) loss_rec_sfr: 0.2630 (0.2869) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [11:13:09.617590] Epoch: [229] [2360/2904] eta: 0:06:49 lr: 0.002049 loss: 0.1871 (0.1949) loss_rec_all: 0.2129 (0.2208) loss_rec_sfr: 0.2656 (0.2870) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [11:13:24.539066] Epoch: [229] [2380/2904] eta: 0:06:34 lr: 0.002049 loss: 0.1852 (0.1950) loss_rec_all: 0.2109 (0.2208) loss_rec_sfr: 0.2771 (0.2871) loss_cl: -0.2778 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [11:13:39.467516] Epoch: [229] [2400/2904] eta: 0:06:19 lr: 0.002049 loss: 0.1857 (0.1949) loss_rec_all: 0.2121 (0.2208) loss_rec_sfr: 0.2362 (0.2870) loss_cl: -0.2778 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [11:13:54.380847] Epoch: [229] [2420/2904] eta: 0:06:04 lr: 0.002049 loss: 0.1874 (0.1950) loss_rec_all: 0.2135 (0.2208) loss_rec_sfr: 0.2673 (0.2870) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [11:14:09.297571] Epoch: [229] [2440/2904] eta: 0:05:49 lr: 0.002049 loss: 0.1805 (0.1950) loss_rec_all: 0.2070 (0.2208) loss_rec_sfr: 0.2683 (0.2871) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [11:14:24.213993] Epoch: [229] [2460/2904] eta: 0:05:34 lr: 0.002049 loss: 0.1803 (0.1949) loss_rec_all: 0.2067 (0.2208) loss_rec_sfr: 0.2269 (0.2868) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [11:14:39.128297] Epoch: [229] [2480/2904] eta: 0:05:19 lr: 0.002049 loss: 0.1841 (0.1949) loss_rec_all: 0.2101 (0.2208) loss_rec_sfr: 0.2855 (0.2869) loss_cl: -0.2784 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [11:14:54.044622] Epoch: [229] [2500/2904] eta: 0:05:04 lr: 0.002049 loss: 0.1845 (0.1948) loss_rec_all: 0.2107 (0.2207) loss_rec_sfr: 0.2663 (0.2868) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [11:15:08.961483] Epoch: [229] [2520/2904] eta: 0:04:49 lr: 0.002049 loss: 0.1808 (0.1948) loss_rec_all: 0.2073 (0.2207) loss_rec_sfr: 0.2618 (0.2865) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [11:15:23.878415] Epoch: [229] [2540/2904] eta: 0:04:34 lr: 0.002049 loss: 0.1823 (0.1948) loss_rec_all: 0.2087 (0.2206) loss_rec_sfr: 0.2646 (0.2864) loss_cl: -0.2798 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [11:15:38.794135] Epoch: [229] [2560/2904] eta: 0:04:18 lr: 0.002049 loss: 0.1815 (0.1947) loss_rec_all: 0.2081 (0.2206) loss_rec_sfr: 0.2553 (0.2863) loss_cl: -0.2799 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [11:15:53.708758] Epoch: [229] [2580/2904] eta: 0:04:03 lr: 0.002049 loss: 0.1864 (0.1947) loss_rec_all: 0.2126 (0.2206) loss_rec_sfr: 0.2711 (0.2862) loss_cl: -0.2784 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [11:16:08.625759] Epoch: [229] [2600/2904] eta: 0:03:48 lr: 0.002049 loss: 0.1828 (0.1947) loss_rec_all: 0.2091 (0.2206) loss_rec_sfr: 0.2720 (0.2863) loss_cl: -0.2780 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [11:16:23.541853] Epoch: [229] [2620/2904] eta: 0:03:33 lr: 0.002049 loss: 0.1822 (0.1947) loss_rec_all: 0.2085 (0.2205) loss_rec_sfr: 0.2533 (0.2861) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [11:16:38.457999] Epoch: [229] [2640/2904] eta: 0:03:18 lr: 0.002049 loss: 0.1875 (0.1947) loss_rec_all: 0.2134 (0.2206) loss_rec_sfr: 0.2753 (0.2863) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [11:16:53.377970] Epoch: [229] [2660/2904] eta: 0:03:03 lr: 0.002049 loss: 0.1871 (0.1948) loss_rec_all: 0.2130 (0.2206) loss_rec_sfr: 0.2659 (0.2865) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [11:17:08.293880] Epoch: [229] [2680/2904] eta: 0:02:48 lr: 0.002049 loss: 0.1853 (0.1948) loss_rec_all: 0.2117 (0.2207) loss_rec_sfr: 0.2679 (0.2866) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [11:17:23.210819] Epoch: [229] [2700/2904] eta: 0:02:33 lr: 0.002049 loss: 0.1854 (0.1948) loss_rec_all: 0.2112 (0.2207) loss_rec_sfr: 0.2823 (0.2868) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [11:17:38.125670] Epoch: [229] [2720/2904] eta: 0:02:18 lr: 0.002049 loss: 0.1860 (0.1949) loss_rec_all: 0.2120 (0.2208) loss_rec_sfr: 0.2811 (0.2871) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [11:17:53.049539] Epoch: [229] [2740/2904] eta: 0:02:03 lr: 0.002049 loss: 0.1847 (0.1949) loss_rec_all: 0.2107 (0.2208) loss_rec_sfr: 0.2776 (0.2871) loss_cl: -0.2787 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [11:18:07.965179] Epoch: [229] [2760/2904] eta: 0:01:48 lr: 0.002049 loss: 0.1861 (0.1949) loss_rec_all: 0.2122 (0.2208) loss_rec_sfr: 0.2769 (0.2872) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [11:18:22.886995] Epoch: [229] [2780/2904] eta: 0:01:33 lr: 0.002049 loss: 0.1875 (0.1950) loss_rec_all: 0.2134 (0.2208) loss_rec_sfr: 0.2704 (0.2873) loss_cl: -0.2789 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [11:18:37.807555] Epoch: [229] [2800/2904] eta: 0:01:18 lr: 0.002049 loss: 0.1876 (0.1950) loss_rec_all: 0.2140 (0.2209) loss_rec_sfr: 0.2622 (0.2874) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [11:18:52.730617] Epoch: [229] [2820/2904] eta: 0:01:03 lr: 0.002049 loss: 0.1854 (0.1950) loss_rec_all: 0.2116 (0.2209) loss_rec_sfr: 0.2718 (0.2874) loss_cl: -0.2787 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [11:19:07.681904] Epoch: [229] [2840/2904] eta: 0:00:48 lr: 0.002049 loss: 0.1852 (0.1950) loss_rec_all: 0.2112 (0.2209) loss_rec_sfr: 0.2610 (0.2873) loss_cl: -0.2789 (-0.2788) time: 0.7475 data: 0.0023 max mem: 29860 [11:19:22.581294] Epoch: [229] [2860/2904] eta: 0:00:33 lr: 0.002049 loss: 0.1839 (0.1950) loss_rec_all: 0.2097 (0.2209) loss_rec_sfr: 0.2818 (0.2876) loss_cl: -0.2788 (-0.2788) time: 0.7449 data: 0.0001 max mem: 29860 [11:19:37.478191] Epoch: [229] [2880/2904] eta: 0:00:18 lr: 0.002049 loss: 0.1847 (0.1950) loss_rec_all: 0.2110 (0.2209) loss_rec_sfr: 0.2365 (0.2874) loss_cl: -0.2789 (-0.2788) time: 0.7448 data: 0.0001 max mem: 29860 [11:19:52.377015] Epoch: [229] [2900/2904] eta: 0:00:03 lr: 0.002049 loss: 0.1834 (0.1949) loss_rec_all: 0.2094 (0.2208) loss_rec_sfr: 0.2662 (0.2872) loss_cl: -0.2795 (-0.2788) time: 0.7449 data: 0.0001 max mem: 29860 [11:19:54.620225] Epoch: [229] [2903/2904] eta: 0:00:00 lr: 0.002049 loss: 0.1831 (0.1949) loss_rec_all: 0.2094 (0.2208) loss_rec_sfr: 0.2690 (0.2872) loss_cl: -0.2795 (-0.2788) time: 0.7449 data: 0.0001 max mem: 29860 [11:19:56.693660] Epoch: [229] Total time: 0:36:25 (0.7527 s / it) [11:19:56.699728] Averaged stats: lr: 0.002049 loss: 0.1831 (0.1968) loss_rec_all: 0.2094 (0.2203) loss_rec_sfr: 0.2690 (0.2859) loss_cl: -0.2795 (-0.2556) [11:19:56.704452] log_dir: ./checkpoint/VF2_ViT-B [11:20:13.038884] Epoch: [230] [ 0/2904] eta: 13:10:32 lr: 0.002049 loss: 0.1856 (0.1856) loss_rec_all: 0.2118 (0.2118) loss_rec_sfr: 0.2377 (0.2377) loss_cl: -0.2785 (-0.2785) time: 16.3334 data: 8.7712 max mem: 29860 [11:20:30.535493] Epoch: [230] [ 20/2904] eta: 1:17:25 lr: 0.002049 loss: 0.1789 (0.1853) loss_rec_all: 0.2052 (0.2115) loss_rec_sfr: 0.2344 (0.2491) loss_cl: -0.2793 (-0.2792) time: 0.8748 data: 0.0132 max mem: 29860 [11:20:45.413951] Epoch: [230] [ 40/2904] eta: 0:56:42 lr: 0.002048 loss: 0.1822 (0.1883) loss_rec_all: 0.2084 (0.2144) loss_rec_sfr: 0.2456 (0.2626) loss_cl: -0.2788 (-0.2789) time: 0.7439 data: 0.0002 max mem: 29860 [11:21:00.302885] Epoch: [230] [ 60/2904] eta: 0:49:24 lr: 0.002048 loss: 0.1872 (0.1920) loss_rec_all: 0.2136 (0.2179) loss_rec_sfr: 0.2682 (0.2743) loss_cl: -0.2781 (-0.2786) time: 0.7444 data: 0.0002 max mem: 29860 [11:21:15.198987] Epoch: [230] [ 80/2904] eta: 0:45:36 lr: 0.002048 loss: 0.1838 (0.1930) loss_rec_all: 0.2097 (0.2189) loss_rec_sfr: 0.2589 (0.2788) loss_cl: -0.2788 (-0.2786) time: 0.7448 data: 0.0002 max mem: 29860 [11:21:30.105341] Epoch: [230] [ 100/2904] eta: 0:43:12 lr: 0.002048 loss: 0.1834 (0.1919) loss_rec_all: 0.2094 (0.2178) loss_rec_sfr: 0.2554 (0.2772) loss_cl: -0.2796 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [11:21:45.020238] Epoch: [230] [ 120/2904] eta: 0:41:32 lr: 0.002048 loss: 0.1909 (0.1937) loss_rec_all: 0.2169 (0.2196) loss_rec_sfr: 0.2758 (0.2844) loss_cl: -0.2789 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [11:21:59.956238] Epoch: [230] [ 140/2904] eta: 0:40:15 lr: 0.002048 loss: 0.1831 (0.1933) loss_rec_all: 0.2089 (0.2192) loss_rec_sfr: 0.2566 (0.2838) loss_cl: -0.2794 (-0.2789) time: 0.7468 data: 0.0003 max mem: 29860 [11:22:14.878477] Epoch: [230] [ 160/2904] eta: 0:39:14 lr: 0.002048 loss: 0.1895 (0.1941) loss_rec_all: 0.2154 (0.2200) loss_rec_sfr: 0.2707 (0.2864) loss_cl: -0.2790 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [11:22:29.840936] Epoch: [230] [ 180/2904] eta: 0:38:24 lr: 0.002048 loss: 0.1825 (0.1936) loss_rec_all: 0.2084 (0.2195) loss_rec_sfr: 0.2698 (0.2853) loss_cl: -0.2797 (-0.2789) time: 0.7481 data: 0.0002 max mem: 29860 [11:22:44.769030] Epoch: [230] [ 200/2904] eta: 0:37:40 lr: 0.002048 loss: 0.1871 (0.1948) loss_rec_all: 0.2130 (0.2207) loss_rec_sfr: 0.2787 (0.2892) loss_cl: -0.2791 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [11:22:59.822723] Epoch: [230] [ 220/2904] eta: 0:37:03 lr: 0.002048 loss: 0.1812 (0.1948) loss_rec_all: 0.2074 (0.2206) loss_rec_sfr: 0.2625 (0.2889) loss_cl: -0.2781 (-0.2789) time: 0.7526 data: 0.0002 max mem: 29860 [11:23:14.746264] Epoch: [230] [ 240/2904] eta: 0:36:29 lr: 0.002048 loss: 0.1825 (0.1946) loss_rec_all: 0.2085 (0.2204) loss_rec_sfr: 0.2555 (0.2878) loss_cl: -0.2772 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [11:23:29.690566] Epoch: [230] [ 260/2904] eta: 0:35:57 lr: 0.002048 loss: 0.1862 (0.1944) loss_rec_all: 0.2123 (0.2203) loss_rec_sfr: 0.2352 (0.2865) loss_cl: -0.2785 (-0.2787) time: 0.7472 data: 0.0003 max mem: 29860 [11:23:44.592077] Epoch: [230] [ 280/2904] eta: 0:35:27 lr: 0.002048 loss: 0.1857 (0.1946) loss_rec_all: 0.2117 (0.2205) loss_rec_sfr: 0.2778 (0.2878) loss_cl: -0.2793 (-0.2787) time: 0.7450 data: 0.0002 max mem: 29860 [11:23:59.510026] Epoch: [230] [ 300/2904] eta: 0:35:00 lr: 0.002048 loss: 0.1815 (0.1941) loss_rec_all: 0.2078 (0.2200) loss_rec_sfr: 0.2607 (0.2860) loss_cl: -0.2797 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [11:24:14.427875] Epoch: [230] [ 320/2904] eta: 0:34:34 lr: 0.002048 loss: 0.1851 (0.1943) loss_rec_all: 0.2113 (0.2202) loss_rec_sfr: 0.2586 (0.2863) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [11:24:29.347800] Epoch: [230] [ 340/2904] eta: 0:34:09 lr: 0.002048 loss: 0.1814 (0.1942) loss_rec_all: 0.2072 (0.2200) loss_rec_sfr: 0.2668 (0.2860) loss_cl: -0.2783 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [11:24:44.288872] Epoch: [230] [ 360/2904] eta: 0:33:46 lr: 0.002048 loss: 0.1825 (0.1939) loss_rec_all: 0.2085 (0.2198) loss_rec_sfr: 0.2691 (0.2854) loss_cl: -0.2784 (-0.2787) time: 0.7470 data: 0.0002 max mem: 29860 [11:24:59.214964] Epoch: [230] [ 380/2904] eta: 0:33:23 lr: 0.002048 loss: 0.1825 (0.1941) loss_rec_all: 0.2086 (0.2199) loss_rec_sfr: 0.2637 (0.2855) loss_cl: -0.2791 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [11:25:14.132900] Epoch: [230] [ 400/2904] eta: 0:33:02 lr: 0.002048 loss: 0.1849 (0.1941) loss_rec_all: 0.2108 (0.2200) loss_rec_sfr: 0.2710 (0.2854) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [11:25:29.053132] Epoch: [230] [ 420/2904] eta: 0:32:40 lr: 0.002048 loss: 0.1900 (0.1944) loss_rec_all: 0.2158 (0.2203) loss_rec_sfr: 0.2793 (0.2865) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [11:25:43.970170] Epoch: [230] [ 440/2904] eta: 0:32:20 lr: 0.002048 loss: 0.1874 (0.1946) loss_rec_all: 0.2140 (0.2205) loss_rec_sfr: 0.2626 (0.2866) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [11:25:58.887307] Epoch: [230] [ 460/2904] eta: 0:32:00 lr: 0.002048 loss: 0.1864 (0.1948) loss_rec_all: 0.2129 (0.2206) loss_rec_sfr: 0.2727 (0.2872) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [11:26:13.803582] Epoch: [230] [ 480/2904] eta: 0:31:40 lr: 0.002048 loss: 0.1822 (0.1945) loss_rec_all: 0.2081 (0.2204) loss_rec_sfr: 0.2648 (0.2865) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [11:26:28.722395] Epoch: [230] [ 500/2904] eta: 0:31:20 lr: 0.002048 loss: 0.1907 (0.1948) loss_rec_all: 0.2165 (0.2206) loss_rec_sfr: 0.2664 (0.2874) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [11:26:43.639436] Epoch: [230] [ 520/2904] eta: 0:31:01 lr: 0.002048 loss: 0.1889 (0.1949) loss_rec_all: 0.2147 (0.2207) loss_rec_sfr: 0.2622 (0.2873) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [11:26:58.557666] Epoch: [230] [ 540/2904] eta: 0:30:43 lr: 0.002048 loss: 0.1834 (0.1947) loss_rec_all: 0.2094 (0.2206) loss_rec_sfr: 0.2656 (0.2866) loss_cl: -0.2796 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [11:27:13.477955] Epoch: [230] [ 560/2904] eta: 0:30:24 lr: 0.002048 loss: 0.1832 (0.1946) loss_rec_all: 0.2093 (0.2204) loss_rec_sfr: 0.2622 (0.2861) loss_cl: -0.2795 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [11:27:28.396821] Epoch: [230] [ 580/2904] eta: 0:30:06 lr: 0.002048 loss: 0.1848 (0.1946) loss_rec_all: 0.2108 (0.2205) loss_rec_sfr: 0.2699 (0.2864) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [11:27:43.315994] Epoch: [230] [ 600/2904] eta: 0:29:48 lr: 0.002048 loss: 0.1812 (0.1945) loss_rec_all: 0.2071 (0.2203) loss_rec_sfr: 0.2612 (0.2859) loss_cl: -0.2783 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [11:27:58.236193] Epoch: [230] [ 620/2904] eta: 0:29:30 lr: 0.002048 loss: 0.1880 (0.1947) loss_rec_all: 0.2142 (0.2206) loss_rec_sfr: 0.2783 (0.2868) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [11:28:13.148590] Epoch: [230] [ 640/2904] eta: 0:29:13 lr: 0.002048 loss: 0.1813 (0.1948) loss_rec_all: 0.2072 (0.2206) loss_rec_sfr: 0.2686 (0.2870) loss_cl: -0.2793 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [11:28:28.067386] Epoch: [230] [ 660/2904] eta: 0:28:55 lr: 0.002048 loss: 0.1852 (0.1949) loss_rec_all: 0.2113 (0.2208) loss_rec_sfr: 0.2489 (0.2875) loss_cl: -0.2794 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [11:28:42.986927] Epoch: [230] [ 680/2904] eta: 0:28:38 lr: 0.002048 loss: 0.1861 (0.1950) loss_rec_all: 0.2124 (0.2209) loss_rec_sfr: 0.2446 (0.2875) loss_cl: -0.2783 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [11:28:57.907184] Epoch: [230] [ 700/2904] eta: 0:28:21 lr: 0.002048 loss: 0.1908 (0.1952) loss_rec_all: 0.2168 (0.2210) loss_rec_sfr: 0.2659 (0.2876) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [11:29:12.824908] Epoch: [230] [ 720/2904] eta: 0:28:04 lr: 0.002048 loss: 0.1803 (0.1952) loss_rec_all: 0.2066 (0.2211) loss_rec_sfr: 0.2292 (0.2877) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [11:29:27.745089] Epoch: [230] [ 740/2904] eta: 0:27:47 lr: 0.002048 loss: 0.1843 (0.1951) loss_rec_all: 0.2105 (0.2210) loss_rec_sfr: 0.2583 (0.2872) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [11:29:42.662099] Epoch: [230] [ 760/2904] eta: 0:27:30 lr: 0.002048 loss: 0.1817 (0.1952) loss_rec_all: 0.2079 (0.2211) loss_rec_sfr: 0.2575 (0.2876) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [11:29:57.580863] Epoch: [230] [ 780/2904] eta: 0:27:14 lr: 0.002048 loss: 0.1857 (0.1953) loss_rec_all: 0.2117 (0.2212) loss_rec_sfr: 0.2656 (0.2881) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [11:30:12.496480] Epoch: [230] [ 800/2904] eta: 0:26:57 lr: 0.002048 loss: 0.1832 (0.1954) loss_rec_all: 0.2093 (0.2212) loss_rec_sfr: 0.2639 (0.2880) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [11:30:27.414686] Epoch: [230] [ 820/2904] eta: 0:26:40 lr: 0.002048 loss: 0.1889 (0.1955) loss_rec_all: 0.2151 (0.2214) loss_rec_sfr: 0.2745 (0.2886) loss_cl: -0.2784 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [11:30:42.336611] Epoch: [230] [ 840/2904] eta: 0:26:24 lr: 0.002048 loss: 0.1881 (0.1957) loss_rec_all: 0.2139 (0.2216) loss_rec_sfr: 0.2707 (0.2892) loss_cl: -0.2784 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [11:30:57.257233] Epoch: [230] [ 860/2904] eta: 0:26:08 lr: 0.002047 loss: 0.1851 (0.1956) loss_rec_all: 0.2113 (0.2214) loss_rec_sfr: 0.2711 (0.2888) loss_cl: -0.2783 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [11:31:12.181565] Epoch: [230] [ 880/2904] eta: 0:25:51 lr: 0.002047 loss: 0.1851 (0.1955) loss_rec_all: 0.2112 (0.2214) loss_rec_sfr: 0.2632 (0.2885) loss_cl: -0.2794 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [11:31:27.098837] Epoch: [230] [ 900/2904] eta: 0:25:35 lr: 0.002047 loss: 0.1852 (0.1956) loss_rec_all: 0.2112 (0.2215) loss_rec_sfr: 0.2694 (0.2889) loss_cl: -0.2797 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [11:31:42.014936] Epoch: [230] [ 920/2904] eta: 0:25:19 lr: 0.002047 loss: 0.1832 (0.1955) loss_rec_all: 0.2091 (0.2213) loss_rec_sfr: 0.2661 (0.2885) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [11:31:56.935729] Epoch: [230] [ 940/2904] eta: 0:25:03 lr: 0.002047 loss: 0.1834 (0.1955) loss_rec_all: 0.2092 (0.2213) loss_rec_sfr: 0.2634 (0.2885) loss_cl: -0.2784 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [11:32:11.851397] Epoch: [230] [ 960/2904] eta: 0:24:47 lr: 0.002047 loss: 0.1853 (0.1955) loss_rec_all: 0.2113 (0.2213) loss_rec_sfr: 0.2660 (0.2887) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [11:32:26.772580] Epoch: [230] [ 980/2904] eta: 0:24:31 lr: 0.002047 loss: 0.1850 (0.1955) loss_rec_all: 0.2114 (0.2214) loss_rec_sfr: 0.2760 (0.2889) loss_cl: -0.2798 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [11:32:41.694596] Epoch: [230] [1000/2904] eta: 0:24:15 lr: 0.002047 loss: 0.1828 (0.1955) loss_rec_all: 0.2093 (0.2213) loss_rec_sfr: 0.2598 (0.2888) loss_cl: -0.2806 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [11:32:56.619809] Epoch: [230] [1020/2904] eta: 0:23:59 lr: 0.002047 loss: 0.1818 (0.1954) loss_rec_all: 0.2075 (0.2213) loss_rec_sfr: 0.2806 (0.2888) loss_cl: -0.2781 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [11:33:11.545610] Epoch: [230] [1040/2904] eta: 0:23:43 lr: 0.002047 loss: 0.1804 (0.1952) loss_rec_all: 0.2068 (0.2210) loss_rec_sfr: 0.2303 (0.2879) loss_cl: -0.2783 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [11:33:26.464714] Epoch: [230] [1060/2904] eta: 0:23:27 lr: 0.002047 loss: 0.1867 (0.1951) loss_rec_all: 0.2127 (0.2210) loss_rec_sfr: 0.2686 (0.2878) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [11:33:41.384615] Epoch: [230] [1080/2904] eta: 0:23:11 lr: 0.002047 loss: 0.1823 (0.1951) loss_rec_all: 0.2086 (0.2210) loss_rec_sfr: 0.2751 (0.2880) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [11:33:56.308704] Epoch: [230] [1100/2904] eta: 0:22:55 lr: 0.002047 loss: 0.1856 (0.1950) loss_rec_all: 0.2116 (0.2208) loss_rec_sfr: 0.2672 (0.2875) loss_cl: -0.2788 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [11:34:11.228273] Epoch: [230] [1120/2904] eta: 0:22:39 lr: 0.002047 loss: 0.1863 (0.1953) loss_rec_all: 0.2127 (0.2212) loss_rec_sfr: 0.2736 (0.2883) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [11:34:26.147729] Epoch: [230] [1140/2904] eta: 0:22:24 lr: 0.002047 loss: 0.1851 (0.1951) loss_rec_all: 0.2110 (0.2210) loss_rec_sfr: 0.2620 (0.2877) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [11:34:41.066859] Epoch: [230] [1160/2904] eta: 0:22:08 lr: 0.002047 loss: 0.1878 (0.1953) loss_rec_all: 0.2138 (0.2211) loss_rec_sfr: 0.2749 (0.2884) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [11:34:55.988427] Epoch: [230] [1180/2904] eta: 0:21:52 lr: 0.002047 loss: 0.1854 (0.1953) loss_rec_all: 0.2115 (0.2211) loss_rec_sfr: 0.2619 (0.2883) loss_cl: -0.2791 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [11:35:10.908914] Epoch: [230] [1200/2904] eta: 0:21:37 lr: 0.002047 loss: 0.1877 (0.1953) loss_rec_all: 0.2136 (0.2212) loss_rec_sfr: 0.2723 (0.2885) loss_cl: -0.2792 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [11:35:25.829550] Epoch: [230] [1220/2904] eta: 0:21:21 lr: 0.002047 loss: 0.1991 (0.1956) loss_rec_all: 0.2252 (0.2214) loss_rec_sfr: 0.2736 (0.2894) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [11:35:40.747769] Epoch: [230] [1240/2904] eta: 0:21:05 lr: 0.002047 loss: 0.1864 (0.1956) loss_rec_all: 0.2126 (0.2215) loss_rec_sfr: 0.2683 (0.2897) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [11:35:55.666245] Epoch: [230] [1260/2904] eta: 0:20:50 lr: 0.002047 loss: 0.1842 (0.1956) loss_rec_all: 0.2100 (0.2214) loss_rec_sfr: 0.2694 (0.2895) loss_cl: -0.2781 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [11:36:10.586552] Epoch: [230] [1280/2904] eta: 0:20:34 lr: 0.002047 loss: 0.1861 (0.1956) loss_rec_all: 0.2124 (0.2214) loss_rec_sfr: 0.2677 (0.2895) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [11:36:25.513397] Epoch: [230] [1300/2904] eta: 0:20:19 lr: 0.002047 loss: 0.1824 (0.1955) loss_rec_all: 0.2083 (0.2214) loss_rec_sfr: 0.2653 (0.2893) loss_cl: -0.2784 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [11:36:40.428732] Epoch: [230] [1320/2904] eta: 0:20:03 lr: 0.002047 loss: 0.1844 (0.1954) loss_rec_all: 0.2101 (0.2212) loss_rec_sfr: 0.2637 (0.2890) loss_cl: -0.2780 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [11:36:55.346502] Epoch: [230] [1340/2904] eta: 0:19:47 lr: 0.002047 loss: 0.1849 (0.1954) loss_rec_all: 0.2109 (0.2213) loss_rec_sfr: 0.2772 (0.2892) loss_cl: -0.2796 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [11:37:10.267798] Epoch: [230] [1360/2904] eta: 0:19:32 lr: 0.002047 loss: 0.1836 (0.1954) loss_rec_all: 0.2097 (0.2213) loss_rec_sfr: 0.2693 (0.2891) loss_cl: -0.2795 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [11:37:25.186419] Epoch: [230] [1380/2904] eta: 0:19:16 lr: 0.002047 loss: 0.1855 (0.1954) loss_rec_all: 0.2115 (0.2212) loss_rec_sfr: 0.2676 (0.2890) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [11:37:40.107424] Epoch: [230] [1400/2904] eta: 0:19:01 lr: 0.002047 loss: 0.1792 (0.1953) loss_rec_all: 0.2054 (0.2211) loss_rec_sfr: 0.2634 (0.2888) loss_cl: -0.2783 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [11:37:55.027866] Epoch: [230] [1420/2904] eta: 0:18:46 lr: 0.002047 loss: 0.1889 (0.1954) loss_rec_all: 0.2153 (0.2212) loss_rec_sfr: 0.2678 (0.2890) loss_cl: -0.2781 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [11:38:09.943110] Epoch: [230] [1440/2904] eta: 0:18:30 lr: 0.002047 loss: 0.1818 (0.1953) loss_rec_all: 0.2081 (0.2211) loss_rec_sfr: 0.2393 (0.2885) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [11:38:24.856047] Epoch: [230] [1460/2904] eta: 0:18:15 lr: 0.002047 loss: 0.1836 (0.1951) loss_rec_all: 0.2099 (0.2210) loss_rec_sfr: 0.2628 (0.2880) loss_cl: -0.2800 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [11:38:39.770208] Epoch: [230] [1480/2904] eta: 0:17:59 lr: 0.002047 loss: 0.1859 (0.1951) loss_rec_all: 0.2121 (0.2210) loss_rec_sfr: 0.2668 (0.2880) loss_cl: -0.2793 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [11:38:54.686905] Epoch: [230] [1500/2904] eta: 0:17:44 lr: 0.002047 loss: 0.1859 (0.1951) loss_rec_all: 0.2123 (0.2210) loss_rec_sfr: 0.2660 (0.2878) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [11:39:09.608805] Epoch: [230] [1520/2904] eta: 0:17:29 lr: 0.002047 loss: 0.1844 (0.1952) loss_rec_all: 0.2104 (0.2210) loss_rec_sfr: 0.2620 (0.2879) loss_cl: -0.2787 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [11:39:24.524977] Epoch: [230] [1540/2904] eta: 0:17:13 lr: 0.002047 loss: 0.1820 (0.1951) loss_rec_all: 0.2083 (0.2210) loss_rec_sfr: 0.2548 (0.2878) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [11:39:39.434798] Epoch: [230] [1560/2904] eta: 0:16:58 lr: 0.002047 loss: 0.1867 (0.1952) loss_rec_all: 0.2126 (0.2211) loss_rec_sfr: 0.2747 (0.2882) loss_cl: -0.2786 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [11:39:54.348970] Epoch: [230] [1580/2904] eta: 0:16:42 lr: 0.002047 loss: 0.1818 (0.1952) loss_rec_all: 0.2077 (0.2211) loss_rec_sfr: 0.2561 (0.2881) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [11:40:09.273113] Epoch: [230] [1600/2904] eta: 0:16:27 lr: 0.002047 loss: 0.1791 (0.1951) loss_rec_all: 0.2054 (0.2209) loss_rec_sfr: 0.2698 (0.2878) loss_cl: -0.2787 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [11:40:24.191295] Epoch: [230] [1620/2904] eta: 0:16:12 lr: 0.002047 loss: 0.1828 (0.1950) loss_rec_all: 0.2092 (0.2208) loss_rec_sfr: 0.2376 (0.2873) loss_cl: -0.2797 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [11:40:39.111726] Epoch: [230] [1640/2904] eta: 0:15:56 lr: 0.002047 loss: 0.1833 (0.1950) loss_rec_all: 0.2093 (0.2208) loss_rec_sfr: 0.2694 (0.2875) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [11:40:54.030711] Epoch: [230] [1660/2904] eta: 0:15:41 lr: 0.002047 loss: 0.1863 (0.1949) loss_rec_all: 0.2128 (0.2208) loss_rec_sfr: 0.2565 (0.2872) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [11:41:08.947604] Epoch: [230] [1680/2904] eta: 0:15:26 lr: 0.002046 loss: 0.1830 (0.1950) loss_rec_all: 0.2089 (0.2209) loss_rec_sfr: 0.2821 (0.2876) loss_cl: -0.2793 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [11:41:23.866238] Epoch: [230] [1700/2904] eta: 0:15:11 lr: 0.002046 loss: 0.1822 (0.1949) loss_rec_all: 0.2083 (0.2208) loss_rec_sfr: 0.2394 (0.2873) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [11:41:38.780735] Epoch: [230] [1720/2904] eta: 0:14:55 lr: 0.002046 loss: 0.1821 (0.1950) loss_rec_all: 0.2084 (0.2209) loss_rec_sfr: 0.2697 (0.2876) loss_cl: -0.2794 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [11:41:53.696901] Epoch: [230] [1740/2904] eta: 0:14:40 lr: 0.002046 loss: 0.1865 (0.1951) loss_rec_all: 0.2128 (0.2209) loss_rec_sfr: 0.2784 (0.2878) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [11:42:08.611949] Epoch: [230] [1760/2904] eta: 0:14:25 lr: 0.002046 loss: 0.1853 (0.1951) loss_rec_all: 0.2114 (0.2210) loss_rec_sfr: 0.2691 (0.2880) loss_cl: -0.2783 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [11:42:23.525266] Epoch: [230] [1780/2904] eta: 0:14:09 lr: 0.002046 loss: 0.1875 (0.1952) loss_rec_all: 0.2131 (0.2210) loss_rec_sfr: 0.2684 (0.2882) loss_cl: -0.2784 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [11:42:38.439359] Epoch: [230] [1800/2904] eta: 0:13:54 lr: 0.002046 loss: 0.1842 (0.1951) loss_rec_all: 0.2103 (0.2210) loss_rec_sfr: 0.2615 (0.2880) loss_cl: -0.2778 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [11:42:53.354122] Epoch: [230] [1820/2904] eta: 0:13:39 lr: 0.002046 loss: 0.1874 (0.1952) loss_rec_all: 0.2135 (0.2211) loss_rec_sfr: 0.2786 (0.2884) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [11:43:08.271262] Epoch: [230] [1840/2904] eta: 0:13:24 lr: 0.002046 loss: 0.1844 (0.1952) loss_rec_all: 0.2104 (0.2211) loss_rec_sfr: 0.2683 (0.2883) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [11:43:23.191109] Epoch: [230] [1860/2904] eta: 0:13:08 lr: 0.002046 loss: 0.1838 (0.1952) loss_rec_all: 0.2096 (0.2211) loss_rec_sfr: 0.2676 (0.2883) loss_cl: -0.2792 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [11:43:38.112317] Epoch: [230] [1880/2904] eta: 0:12:53 lr: 0.002046 loss: 0.1829 (0.1952) loss_rec_all: 0.2095 (0.2211) loss_rec_sfr: 0.2698 (0.2883) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [11:43:53.031317] Epoch: [230] [1900/2904] eta: 0:12:38 lr: 0.002046 loss: 0.1823 (0.1952) loss_rec_all: 0.2082 (0.2211) loss_rec_sfr: 0.2696 (0.2882) loss_cl: -0.2796 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [11:44:07.948266] Epoch: [230] [1920/2904] eta: 0:12:23 lr: 0.002046 loss: 0.1835 (0.1952) loss_rec_all: 0.2096 (0.2211) loss_rec_sfr: 0.2783 (0.2885) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [11:44:22.865606] Epoch: [230] [1940/2904] eta: 0:12:08 lr: 0.002046 loss: 0.1883 (0.1953) loss_rec_all: 0.2143 (0.2212) loss_rec_sfr: 0.2694 (0.2887) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [11:44:37.783961] Epoch: [230] [1960/2904] eta: 0:11:52 lr: 0.002046 loss: 0.1818 (0.1952) loss_rec_all: 0.2082 (0.2211) loss_rec_sfr: 0.2549 (0.2885) loss_cl: -0.2784 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [11:44:52.699500] Epoch: [230] [1980/2904] eta: 0:11:37 lr: 0.002046 loss: 0.1827 (0.1952) loss_rec_all: 0.2089 (0.2211) loss_rec_sfr: 0.2727 (0.2885) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [11:45:07.616675] Epoch: [230] [2000/2904] eta: 0:11:22 lr: 0.002046 loss: 0.1842 (0.1952) loss_rec_all: 0.2102 (0.2210) loss_rec_sfr: 0.2605 (0.2883) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [11:45:22.537121] Epoch: [230] [2020/2904] eta: 0:11:07 lr: 0.002046 loss: 0.1831 (0.1951) loss_rec_all: 0.2095 (0.2210) loss_rec_sfr: 0.2207 (0.2880) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [11:45:37.458949] Epoch: [230] [2040/2904] eta: 0:10:52 lr: 0.002046 loss: 0.1798 (0.1951) loss_rec_all: 0.2063 (0.2210) loss_rec_sfr: 0.2680 (0.2880) loss_cl: -0.2788 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [11:45:52.381844] Epoch: [230] [2060/2904] eta: 0:10:37 lr: 0.002046 loss: 0.1878 (0.1952) loss_rec_all: 0.2138 (0.2210) loss_rec_sfr: 0.2639 (0.2881) loss_cl: -0.2782 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [11:46:07.301094] Epoch: [230] [2080/2904] eta: 0:10:21 lr: 0.002046 loss: 0.1841 (0.1952) loss_rec_all: 0.2101 (0.2211) loss_rec_sfr: 0.2611 (0.2881) loss_cl: -0.2796 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [11:46:22.216095] Epoch: [230] [2100/2904] eta: 0:10:06 lr: 0.002046 loss: 0.1856 (0.1953) loss_rec_all: 0.2119 (0.2211) loss_rec_sfr: 0.2731 (0.2884) loss_cl: -0.2796 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [11:46:37.136363] Epoch: [230] [2120/2904] eta: 0:09:51 lr: 0.002046 loss: 0.1827 (0.1952) loss_rec_all: 0.2090 (0.2211) loss_rec_sfr: 0.2177 (0.2881) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [11:46:52.052615] Epoch: [230] [2140/2904] eta: 0:09:36 lr: 0.002046 loss: 0.1865 (0.1952) loss_rec_all: 0.2130 (0.2211) loss_rec_sfr: 0.2708 (0.2880) loss_cl: -0.2780 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [11:47:06.966914] Epoch: [230] [2160/2904] eta: 0:09:21 lr: 0.002046 loss: 0.1867 (0.1952) loss_rec_all: 0.2127 (0.2211) loss_rec_sfr: 0.2744 (0.2881) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [11:47:21.887162] Epoch: [230] [2180/2904] eta: 0:09:06 lr: 0.002046 loss: 0.1859 (0.1952) loss_rec_all: 0.2119 (0.2211) loss_rec_sfr: 0.2671 (0.2881) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [11:47:36.807254] Epoch: [230] [2200/2904] eta: 0:08:50 lr: 0.002046 loss: 0.1832 (0.1952) loss_rec_all: 0.2092 (0.2211) loss_rec_sfr: 0.2620 (0.2879) loss_cl: -0.2795 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [11:47:51.727315] Epoch: [230] [2220/2904] eta: 0:08:35 lr: 0.002046 loss: 0.1854 (0.1952) loss_rec_all: 0.2114 (0.2210) loss_rec_sfr: 0.2632 (0.2878) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [11:48:06.645237] Epoch: [230] [2240/2904] eta: 0:08:20 lr: 0.002046 loss: 0.1821 (0.1951) loss_rec_all: 0.2082 (0.2210) loss_rec_sfr: 0.2338 (0.2876) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [11:48:21.569787] Epoch: [230] [2260/2904] eta: 0:08:05 lr: 0.002046 loss: 0.1880 (0.1952) loss_rec_all: 0.2140 (0.2210) loss_rec_sfr: 0.2737 (0.2879) loss_cl: -0.2778 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [11:48:36.490769] Epoch: [230] [2280/2904] eta: 0:07:50 lr: 0.002046 loss: 0.1881 (0.1952) loss_rec_all: 0.2137 (0.2211) loss_rec_sfr: 0.2726 (0.2880) loss_cl: -0.2784 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [11:48:51.405440] Epoch: [230] [2300/2904] eta: 0:07:35 lr: 0.002046 loss: 0.1841 (0.1952) loss_rec_all: 0.2101 (0.2210) loss_rec_sfr: 0.2490 (0.2878) loss_cl: -0.2795 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [11:49:06.321488] Epoch: [230] [2320/2904] eta: 0:07:20 lr: 0.002046 loss: 0.1872 (0.1952) loss_rec_all: 0.2134 (0.2211) loss_rec_sfr: 0.2635 (0.2878) loss_cl: -0.2796 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [11:49:21.236141] Epoch: [230] [2340/2904] eta: 0:07:05 lr: 0.002046 loss: 0.1843 (0.1951) loss_rec_all: 0.2102 (0.2210) loss_rec_sfr: 0.2350 (0.2877) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [11:49:36.150502] Epoch: [230] [2360/2904] eta: 0:06:49 lr: 0.002046 loss: 0.1865 (0.1952) loss_rec_all: 0.2122 (0.2211) loss_rec_sfr: 0.2746 (0.2879) loss_cl: -0.2782 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [11:49:51.061766] Epoch: [230] [2380/2904] eta: 0:06:34 lr: 0.002046 loss: 0.1832 (0.1952) loss_rec_all: 0.2090 (0.2211) loss_rec_sfr: 0.2748 (0.2881) loss_cl: -0.2782 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [11:50:05.975209] Epoch: [230] [2400/2904] eta: 0:06:19 lr: 0.002046 loss: 0.1826 (0.1953) loss_rec_all: 0.2089 (0.2211) loss_rec_sfr: 0.2708 (0.2882) loss_cl: -0.2794 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [11:50:20.886152] Epoch: [230] [2420/2904] eta: 0:06:04 lr: 0.002046 loss: 0.1835 (0.1952) loss_rec_all: 0.2095 (0.2211) loss_rec_sfr: 0.2746 (0.2881) loss_cl: -0.2791 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [11:50:35.799285] Epoch: [230] [2440/2904] eta: 0:05:49 lr: 0.002046 loss: 0.1822 (0.1952) loss_rec_all: 0.2086 (0.2210) loss_rec_sfr: 0.2654 (0.2880) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [11:50:50.714892] Epoch: [230] [2460/2904] eta: 0:05:34 lr: 0.002046 loss: 0.1855 (0.1952) loss_rec_all: 0.2116 (0.2210) loss_rec_sfr: 0.2626 (0.2879) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [11:51:05.634794] Epoch: [230] [2480/2904] eta: 0:05:19 lr: 0.002046 loss: 0.1886 (0.1951) loss_rec_all: 0.2145 (0.2210) loss_rec_sfr: 0.2723 (0.2879) loss_cl: -0.2794 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [11:51:20.549255] Epoch: [230] [2500/2904] eta: 0:05:04 lr: 0.002046 loss: 0.1815 (0.1951) loss_rec_all: 0.2077 (0.2210) loss_rec_sfr: 0.2577 (0.2877) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [11:51:35.465795] Epoch: [230] [2520/2904] eta: 0:04:49 lr: 0.002045 loss: 0.1849 (0.1951) loss_rec_all: 0.2106 (0.2210) loss_rec_sfr: 0.2471 (0.2878) loss_cl: -0.2778 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [11:51:50.383494] Epoch: [230] [2540/2904] eta: 0:04:34 lr: 0.002045 loss: 0.1887 (0.1952) loss_rec_all: 0.2146 (0.2210) loss_rec_sfr: 0.2716 (0.2879) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [11:52:05.296428] Epoch: [230] [2560/2904] eta: 0:04:19 lr: 0.002045 loss: 0.1841 (0.1952) loss_rec_all: 0.2105 (0.2210) loss_rec_sfr: 0.2361 (0.2878) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [11:52:20.217946] Epoch: [230] [2580/2904] eta: 0:04:03 lr: 0.002045 loss: 0.1819 (0.1951) loss_rec_all: 0.2080 (0.2210) loss_rec_sfr: 0.2671 (0.2877) loss_cl: -0.2793 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [11:52:35.137704] Epoch: [230] [2600/2904] eta: 0:03:48 lr: 0.002045 loss: 0.1846 (0.1951) loss_rec_all: 0.2107 (0.2210) loss_rec_sfr: 0.2683 (0.2877) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [11:52:50.054682] Epoch: [230] [2620/2904] eta: 0:03:33 lr: 0.002045 loss: 0.1861 (0.1951) loss_rec_all: 0.2122 (0.2210) loss_rec_sfr: 0.2750 (0.2878) loss_cl: -0.2781 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [11:53:04.970654] Epoch: [230] [2640/2904] eta: 0:03:18 lr: 0.002045 loss: 0.1871 (0.1951) loss_rec_all: 0.2130 (0.2210) loss_rec_sfr: 0.2723 (0.2878) loss_cl: -0.2793 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [11:53:19.890188] Epoch: [230] [2660/2904] eta: 0:03:03 lr: 0.002045 loss: 0.1861 (0.1952) loss_rec_all: 0.2121 (0.2211) loss_rec_sfr: 0.2702 (0.2881) loss_cl: -0.2796 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [11:53:34.809436] Epoch: [230] [2680/2904] eta: 0:02:48 lr: 0.002045 loss: 0.1815 (0.1952) loss_rec_all: 0.2077 (0.2211) loss_rec_sfr: 0.2695 (0.2882) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [11:53:49.727684] Epoch: [230] [2700/2904] eta: 0:02:33 lr: 0.002045 loss: 0.1820 (0.1952) loss_rec_all: 0.2079 (0.2211) loss_rec_sfr: 0.2684 (0.2880) loss_cl: -0.2781 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [11:54:04.647870] Epoch: [230] [2720/2904] eta: 0:02:18 lr: 0.002045 loss: 0.1828 (0.1952) loss_rec_all: 0.2093 (0.2211) loss_rec_sfr: 0.2787 (0.2882) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [11:54:19.558872] Epoch: [230] [2740/2904] eta: 0:02:03 lr: 0.002045 loss: 0.1870 (0.1952) loss_rec_all: 0.2127 (0.2211) loss_rec_sfr: 0.2709 (0.2881) loss_cl: -0.2793 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [11:54:34.473821] Epoch: [230] [2760/2904] eta: 0:01:48 lr: 0.002045 loss: 0.1879 (0.1953) loss_rec_all: 0.2145 (0.2212) loss_rec_sfr: 0.2631 (0.2883) loss_cl: -0.2800 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [11:54:49.388607] Epoch: [230] [2780/2904] eta: 0:01:33 lr: 0.002045 loss: 0.1876 (0.1953) loss_rec_all: 0.2139 (0.2212) loss_rec_sfr: 0.2667 (0.2884) loss_cl: -0.2781 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [11:55:04.310499] Epoch: [230] [2800/2904] eta: 0:01:18 lr: 0.002045 loss: 0.1806 (0.1953) loss_rec_all: 0.2071 (0.2212) loss_rec_sfr: 0.2664 (0.2884) loss_cl: -0.2789 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [11:55:19.232475] Epoch: [230] [2820/2904] eta: 0:01:03 lr: 0.002045 loss: 0.1834 (0.1953) loss_rec_all: 0.2094 (0.2212) loss_rec_sfr: 0.2772 (0.2883) loss_cl: -0.2790 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [11:55:34.180595] Epoch: [230] [2840/2904] eta: 0:00:48 lr: 0.002045 loss: 0.1842 (0.1953) loss_rec_all: 0.2105 (0.2212) loss_rec_sfr: 0.2732 (0.2883) loss_cl: -0.2795 (-0.2788) time: 0.7474 data: 0.0023 max mem: 29860 [11:55:49.077056] Epoch: [230] [2860/2904] eta: 0:00:33 lr: 0.002045 loss: 0.1806 (0.1953) loss_rec_all: 0.2062 (0.2212) loss_rec_sfr: 0.2725 (0.2885) loss_cl: -0.2789 (-0.2788) time: 0.7448 data: 0.0001 max mem: 29860 [11:56:03.979480] Epoch: [230] [2880/2904] eta: 0:00:18 lr: 0.002045 loss: 0.1892 (0.1954) loss_rec_all: 0.2149 (0.2212) loss_rec_sfr: 0.2649 (0.2886) loss_cl: -0.2789 (-0.2788) time: 0.7451 data: 0.0001 max mem: 29860 [11:56:18.880497] Epoch: [230] [2900/2904] eta: 0:00:03 lr: 0.002045 loss: 0.1799 (0.1953) loss_rec_all: 0.2063 (0.2212) loss_rec_sfr: 0.2357 (0.2884) loss_cl: -0.2787 (-0.2788) time: 0.7450 data: 0.0001 max mem: 29860 [11:56:21.121500] Epoch: [230] [2903/2904] eta: 0:00:00 lr: 0.002045 loss: 0.1819 (0.1953) loss_rec_all: 0.2083 (0.2212) loss_rec_sfr: 0.2357 (0.2883) loss_cl: -0.2787 (-0.2788) time: 0.7449 data: 0.0001 max mem: 29860 [11:56:23.212974] Epoch: [230] Total time: 0:36:26 (0.7529 s / it) [11:56:23.214143] Averaged stats: lr: 0.002045 loss: 0.1819 (0.1970) loss_rec_all: 0.2083 (0.2205) loss_rec_sfr: 0.2357 (0.2866) loss_cl: -0.2787 (-0.2556) [11:56:23.223422] log_dir: ./checkpoint/VF2_ViT-B [11:56:41.716972] Epoch: [231] [ 0/2904] eta: 14:55:03 lr: 0.002045 loss: 0.1907 (0.1907) loss_rec_all: 0.2168 (0.2168) loss_rec_sfr: 0.2560 (0.2560) loss_cl: -0.2784 (-0.2784) time: 18.4929 data: 9.6332 max mem: 29860 [11:56:57.938335] Epoch: [231] [ 20/2904] eta: 1:19:27 lr: 0.002045 loss: 0.1880 (0.2005) loss_rec_all: 0.2143 (0.2263) loss_rec_sfr: 0.2674 (0.3000) loss_cl: -0.2788 (-0.2785) time: 0.8110 data: 0.0680 max mem: 29860 [11:57:12.821363] Epoch: [231] [ 40/2904] eta: 0:57:44 lr: 0.002045 loss: 0.1839 (0.1953) loss_rec_all: 0.2101 (0.2211) loss_rec_sfr: 0.2580 (0.2841) loss_cl: -0.2788 (-0.2786) time: 0.7441 data: 0.0002 max mem: 29860 [11:57:27.725090] Epoch: [231] [ 60/2904] eta: 0:50:07 lr: 0.002045 loss: 0.1829 (0.1940) loss_rec_all: 0.2087 (0.2198) loss_rec_sfr: 0.2705 (0.2827) loss_cl: -0.2787 (-0.2786) time: 0.7451 data: 0.0002 max mem: 29860 [11:57:42.629230] Epoch: [231] [ 80/2904] eta: 0:46:08 lr: 0.002045 loss: 0.1864 (0.1952) loss_rec_all: 0.2126 (0.2210) loss_rec_sfr: 0.2650 (0.2873) loss_cl: -0.2784 (-0.2787) time: 0.7452 data: 0.0002 max mem: 29860 [11:57:57.546731] Epoch: [231] [ 100/2904] eta: 0:43:38 lr: 0.002045 loss: 0.1814 (0.1928) loss_rec_all: 0.2077 (0.2188) loss_rec_sfr: 0.2600 (0.2802) loss_cl: -0.2792 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [11:58:12.477483] Epoch: [231] [ 120/2904] eta: 0:41:53 lr: 0.002045 loss: 0.1827 (0.1921) loss_rec_all: 0.2094 (0.2181) loss_rec_sfr: 0.2562 (0.2773) loss_cl: -0.2799 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [11:58:27.420336] Epoch: [231] [ 140/2904] eta: 0:40:34 lr: 0.002045 loss: 0.1805 (0.1918) loss_rec_all: 0.2065 (0.2177) loss_rec_sfr: 0.2660 (0.2775) loss_cl: -0.2789 (-0.2789) time: 0.7471 data: 0.0002 max mem: 29860 [11:58:42.347943] Epoch: [231] [ 160/2904] eta: 0:39:31 lr: 0.002045 loss: 0.1791 (0.1920) loss_rec_all: 0.2054 (0.2179) loss_rec_sfr: 0.2588 (0.2770) loss_cl: -0.2783 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [11:58:57.283653] Epoch: [231] [ 180/2904] eta: 0:38:38 lr: 0.002045 loss: 0.1842 (0.1928) loss_rec_all: 0.2106 (0.2188) loss_rec_sfr: 0.2722 (0.2794) loss_cl: -0.2789 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [11:59:12.209258] Epoch: [231] [ 200/2904] eta: 0:37:53 lr: 0.002045 loss: 0.1834 (0.1925) loss_rec_all: 0.2095 (0.2185) loss_rec_sfr: 0.2682 (0.2793) loss_cl: -0.2789 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [11:59:27.133277] Epoch: [231] [ 220/2904] eta: 0:37:13 lr: 0.002045 loss: 0.1853 (0.1929) loss_rec_all: 0.2110 (0.2188) loss_rec_sfr: 0.2756 (0.2810) loss_cl: -0.2787 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [11:59:42.059411] Epoch: [231] [ 240/2904] eta: 0:36:37 lr: 0.002045 loss: 0.1880 (0.1934) loss_rec_all: 0.2142 (0.2193) loss_rec_sfr: 0.2674 (0.2825) loss_cl: -0.2785 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [11:59:56.980104] Epoch: [231] [ 260/2904] eta: 0:36:05 lr: 0.002045 loss: 0.1836 (0.1938) loss_rec_all: 0.2096 (0.2197) loss_rec_sfr: 0.2734 (0.2844) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [12:00:11.903250] Epoch: [231] [ 280/2904] eta: 0:35:35 lr: 0.002045 loss: 0.1863 (0.1934) loss_rec_all: 0.2123 (0.2193) loss_rec_sfr: 0.2568 (0.2827) loss_cl: -0.2793 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [12:00:26.843139] Epoch: [231] [ 300/2904] eta: 0:35:07 lr: 0.002045 loss: 0.1814 (0.1931) loss_rec_all: 0.2079 (0.2190) loss_rec_sfr: 0.2404 (0.2812) loss_cl: -0.2791 (-0.2789) time: 0.7470 data: 0.0002 max mem: 29860 [12:00:41.771632] Epoch: [231] [ 320/2904] eta: 0:34:41 lr: 0.002045 loss: 0.1804 (0.1928) loss_rec_all: 0.2062 (0.2187) loss_rec_sfr: 0.2662 (0.2802) loss_cl: -0.2782 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [12:00:56.725264] Epoch: [231] [ 340/2904] eta: 0:34:16 lr: 0.002045 loss: 0.1846 (0.1929) loss_rec_all: 0.2108 (0.2189) loss_rec_sfr: 0.2628 (0.2807) loss_cl: -0.2791 (-0.2789) time: 0.7476 data: 0.0002 max mem: 29860 [12:01:11.649941] Epoch: [231] [ 360/2904] eta: 0:33:52 lr: 0.002045 loss: 0.1864 (0.1929) loss_rec_all: 0.2124 (0.2189) loss_rec_sfr: 0.2827 (0.2812) loss_cl: -0.2795 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [12:01:26.580227] Epoch: [231] [ 380/2904] eta: 0:33:29 lr: 0.002045 loss: 0.1807 (0.1932) loss_rec_all: 0.2070 (0.2191) loss_rec_sfr: 0.2592 (0.2817) loss_cl: -0.2784 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [12:01:41.512283] Epoch: [231] [ 400/2904] eta: 0:33:07 lr: 0.002045 loss: 0.1854 (0.1933) loss_rec_all: 0.2114 (0.2192) loss_rec_sfr: 0.2725 (0.2825) loss_cl: -0.2784 (-0.2789) time: 0.7466 data: 0.0002 max mem: 29860 [12:01:56.439337] Epoch: [231] [ 420/2904] eta: 0:32:45 lr: 0.002045 loss: 0.1856 (0.1935) loss_rec_all: 0.2112 (0.2194) loss_rec_sfr: 0.2784 (0.2840) loss_cl: -0.2781 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [12:02:11.366619] Epoch: [231] [ 440/2904] eta: 0:32:25 lr: 0.002044 loss: 0.1892 (0.1937) loss_rec_all: 0.2155 (0.2196) loss_rec_sfr: 0.2707 (0.2849) loss_cl: -0.2800 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [12:02:26.291001] Epoch: [231] [ 460/2904] eta: 0:32:04 lr: 0.002044 loss: 0.1859 (0.1942) loss_rec_all: 0.2123 (0.2201) loss_rec_sfr: 0.2598 (0.2859) loss_cl: -0.2793 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [12:02:41.211827] Epoch: [231] [ 480/2904] eta: 0:31:44 lr: 0.002044 loss: 0.1870 (0.1941) loss_rec_all: 0.2125 (0.2200) loss_rec_sfr: 0.2599 (0.2853) loss_cl: -0.2784 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [12:02:56.131435] Epoch: [231] [ 500/2904] eta: 0:31:25 lr: 0.002044 loss: 0.1849 (0.1939) loss_rec_all: 0.2107 (0.2198) loss_rec_sfr: 0.2666 (0.2846) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [12:03:11.048871] Epoch: [231] [ 520/2904] eta: 0:31:06 lr: 0.002044 loss: 0.1890 (0.1940) loss_rec_all: 0.2151 (0.2199) loss_rec_sfr: 0.2648 (0.2845) loss_cl: -0.2796 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [12:03:25.967510] Epoch: [231] [ 540/2904] eta: 0:30:47 lr: 0.002044 loss: 0.1838 (0.1937) loss_rec_all: 0.2103 (0.2196) loss_rec_sfr: 0.2586 (0.2838) loss_cl: -0.2794 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [12:03:40.888906] Epoch: [231] [ 560/2904] eta: 0:30:28 lr: 0.002044 loss: 0.1825 (0.1936) loss_rec_all: 0.2084 (0.2195) loss_rec_sfr: 0.2730 (0.2835) loss_cl: -0.2795 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [12:03:55.809604] Epoch: [231] [ 580/2904] eta: 0:30:10 lr: 0.002044 loss: 0.1851 (0.1936) loss_rec_all: 0.2114 (0.2195) loss_rec_sfr: 0.2598 (0.2831) loss_cl: -0.2785 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [12:04:10.731786] Epoch: [231] [ 600/2904] eta: 0:29:52 lr: 0.002044 loss: 0.1826 (0.1936) loss_rec_all: 0.2086 (0.2195) loss_rec_sfr: 0.2784 (0.2835) loss_cl: -0.2785 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [12:04:25.650280] Epoch: [231] [ 620/2904] eta: 0:29:34 lr: 0.002044 loss: 0.1814 (0.1934) loss_rec_all: 0.2076 (0.2193) loss_rec_sfr: 0.2614 (0.2831) loss_cl: -0.2797 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [12:04:40.568250] Epoch: [231] [ 640/2904] eta: 0:29:16 lr: 0.002044 loss: 0.1893 (0.1935) loss_rec_all: 0.2151 (0.2194) loss_rec_sfr: 0.2582 (0.2834) loss_cl: -0.2788 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [12:04:55.485627] Epoch: [231] [ 660/2904] eta: 0:28:58 lr: 0.002044 loss: 0.1867 (0.1936) loss_rec_all: 0.2126 (0.2195) loss_rec_sfr: 0.2641 (0.2838) loss_cl: -0.2788 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [12:05:10.408375] Epoch: [231] [ 680/2904] eta: 0:28:41 lr: 0.002044 loss: 0.1817 (0.1935) loss_rec_all: 0.2077 (0.2194) loss_rec_sfr: 0.2705 (0.2834) loss_cl: -0.2782 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [12:05:25.326210] Epoch: [231] [ 700/2904] eta: 0:28:24 lr: 0.002044 loss: 0.1857 (0.1935) loss_rec_all: 0.2121 (0.2194) loss_rec_sfr: 0.2605 (0.2833) loss_cl: -0.2786 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [12:05:40.249527] Epoch: [231] [ 720/2904] eta: 0:28:07 lr: 0.002044 loss: 0.1844 (0.1935) loss_rec_all: 0.2102 (0.2194) loss_rec_sfr: 0.2710 (0.2834) loss_cl: -0.2790 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [12:05:55.168675] Epoch: [231] [ 740/2904] eta: 0:27:50 lr: 0.002044 loss: 0.1832 (0.1935) loss_rec_all: 0.2097 (0.2194) loss_rec_sfr: 0.2651 (0.2832) loss_cl: -0.2791 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [12:06:10.082129] Epoch: [231] [ 760/2904] eta: 0:27:33 lr: 0.002044 loss: 0.1856 (0.1935) loss_rec_all: 0.2116 (0.2194) loss_rec_sfr: 0.2645 (0.2832) loss_cl: -0.2795 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [12:06:25.000038] Epoch: [231] [ 780/2904] eta: 0:27:16 lr: 0.002044 loss: 0.1836 (0.1934) loss_rec_all: 0.2098 (0.2193) loss_rec_sfr: 0.2701 (0.2832) loss_cl: -0.2783 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [12:06:39.915152] Epoch: [231] [ 800/2904] eta: 0:26:59 lr: 0.002044 loss: 0.1832 (0.1935) loss_rec_all: 0.2090 (0.2194) loss_rec_sfr: 0.2747 (0.2837) loss_cl: -0.2780 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [12:06:54.836332] Epoch: [231] [ 820/2904] eta: 0:26:43 lr: 0.002044 loss: 0.1840 (0.1935) loss_rec_all: 0.2098 (0.2194) loss_rec_sfr: 0.2661 (0.2836) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [12:07:09.759931] Epoch: [231] [ 840/2904] eta: 0:26:26 lr: 0.002044 loss: 0.1863 (0.1935) loss_rec_all: 0.2127 (0.2194) loss_rec_sfr: 0.2783 (0.2837) loss_cl: -0.2802 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [12:07:24.677245] Epoch: [231] [ 860/2904] eta: 0:26:10 lr: 0.002044 loss: 0.1834 (0.1936) loss_rec_all: 0.2099 (0.2195) loss_rec_sfr: 0.2603 (0.2840) loss_cl: -0.2789 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [12:07:39.595124] Epoch: [231] [ 880/2904] eta: 0:25:53 lr: 0.002044 loss: 0.1853 (0.1936) loss_rec_all: 0.2112 (0.2195) loss_rec_sfr: 0.2644 (0.2840) loss_cl: -0.2784 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [12:07:54.511322] Epoch: [231] [ 900/2904] eta: 0:25:37 lr: 0.002044 loss: 0.1833 (0.1935) loss_rec_all: 0.2095 (0.2194) loss_rec_sfr: 0.2652 (0.2838) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [12:08:09.432381] Epoch: [231] [ 920/2904] eta: 0:25:21 lr: 0.002044 loss: 0.1858 (0.1935) loss_rec_all: 0.2119 (0.2194) loss_rec_sfr: 0.2610 (0.2838) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [12:08:24.348587] Epoch: [231] [ 940/2904] eta: 0:25:05 lr: 0.002044 loss: 0.1830 (0.1935) loss_rec_all: 0.2090 (0.2194) loss_rec_sfr: 0.2674 (0.2839) loss_cl: -0.2793 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [12:08:39.267788] Epoch: [231] [ 960/2904] eta: 0:24:48 lr: 0.002044 loss: 0.1871 (0.1934) loss_rec_all: 0.2129 (0.2193) loss_rec_sfr: 0.2654 (0.2836) loss_cl: -0.2795 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [12:08:54.181716] Epoch: [231] [ 980/2904] eta: 0:24:32 lr: 0.002044 loss: 0.1876 (0.1934) loss_rec_all: 0.2136 (0.2193) loss_rec_sfr: 0.2748 (0.2839) loss_cl: -0.2790 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [12:09:09.103896] Epoch: [231] [1000/2904] eta: 0:24:16 lr: 0.002044 loss: 0.1804 (0.1934) loss_rec_all: 0.2065 (0.2193) loss_rec_sfr: 0.2750 (0.2839) loss_cl: -0.2780 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [12:09:24.028503] Epoch: [231] [1020/2904] eta: 0:24:00 lr: 0.002044 loss: 0.1856 (0.1933) loss_rec_all: 0.2117 (0.2192) loss_rec_sfr: 0.2656 (0.2835) loss_cl: -0.2781 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [12:09:38.946407] Epoch: [231] [1040/2904] eta: 0:23:44 lr: 0.002044 loss: 0.1841 (0.1934) loss_rec_all: 0.2099 (0.2193) loss_rec_sfr: 0.2729 (0.2837) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [12:09:53.863753] Epoch: [231] [1060/2904] eta: 0:23:28 lr: 0.002044 loss: 0.1864 (0.1933) loss_rec_all: 0.2126 (0.2192) loss_rec_sfr: 0.2594 (0.2836) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [12:10:08.776904] Epoch: [231] [1080/2904] eta: 0:23:12 lr: 0.002044 loss: 0.1798 (0.1932) loss_rec_all: 0.2063 (0.2191) loss_rec_sfr: 0.2653 (0.2830) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [12:10:23.692477] Epoch: [231] [1100/2904] eta: 0:22:57 lr: 0.002044 loss: 0.1844 (0.1934) loss_rec_all: 0.2104 (0.2193) loss_rec_sfr: 0.2697 (0.2837) loss_cl: -0.2782 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [12:10:38.613018] Epoch: [231] [1120/2904] eta: 0:22:41 lr: 0.002044 loss: 0.1856 (0.1935) loss_rec_all: 0.2121 (0.2194) loss_rec_sfr: 0.2595 (0.2837) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [12:10:53.534462] Epoch: [231] [1140/2904] eta: 0:22:25 lr: 0.002044 loss: 0.1854 (0.1936) loss_rec_all: 0.2119 (0.2195) loss_rec_sfr: 0.2700 (0.2842) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [12:11:08.450779] Epoch: [231] [1160/2904] eta: 0:22:09 lr: 0.002044 loss: 0.1855 (0.1935) loss_rec_all: 0.2113 (0.2194) loss_rec_sfr: 0.2612 (0.2837) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [12:11:23.367151] Epoch: [231] [1180/2904] eta: 0:21:53 lr: 0.002044 loss: 0.1871 (0.1936) loss_rec_all: 0.2129 (0.2195) loss_rec_sfr: 0.2660 (0.2840) loss_cl: -0.2783 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [12:11:38.288979] Epoch: [231] [1200/2904] eta: 0:21:38 lr: 0.002044 loss: 0.1823 (0.1936) loss_rec_all: 0.2082 (0.2195) loss_rec_sfr: 0.2624 (0.2840) loss_cl: -0.2793 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [12:11:53.204733] Epoch: [231] [1220/2904] eta: 0:21:22 lr: 0.002044 loss: 0.1809 (0.1935) loss_rec_all: 0.2071 (0.2194) loss_rec_sfr: 0.2389 (0.2835) loss_cl: -0.2794 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [12:12:08.118495] Epoch: [231] [1240/2904] eta: 0:21:06 lr: 0.002044 loss: 0.1881 (0.1937) loss_rec_all: 0.2140 (0.2196) loss_rec_sfr: 0.2765 (0.2841) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [12:12:23.039238] Epoch: [231] [1260/2904] eta: 0:20:51 lr: 0.002043 loss: 0.1858 (0.1939) loss_rec_all: 0.2116 (0.2198) loss_rec_sfr: 0.2684 (0.2846) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [12:12:37.961332] Epoch: [231] [1280/2904] eta: 0:20:35 lr: 0.002043 loss: 0.1808 (0.1939) loss_rec_all: 0.2070 (0.2198) loss_rec_sfr: 0.2312 (0.2845) loss_cl: -0.2791 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [12:12:52.885678] Epoch: [231] [1300/2904] eta: 0:20:20 lr: 0.002043 loss: 0.1865 (0.1940) loss_rec_all: 0.2124 (0.2199) loss_rec_sfr: 0.2747 (0.2848) loss_cl: -0.2790 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [12:13:07.807228] Epoch: [231] [1320/2904] eta: 0:20:04 lr: 0.002043 loss: 0.1809 (0.1940) loss_rec_all: 0.2073 (0.2199) loss_rec_sfr: 0.2737 (0.2848) loss_cl: -0.2792 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [12:13:22.723432] Epoch: [231] [1340/2904] eta: 0:19:48 lr: 0.002043 loss: 0.1896 (0.1939) loss_rec_all: 0.2159 (0.2198) loss_rec_sfr: 0.2692 (0.2846) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [12:13:37.635822] Epoch: [231] [1360/2904] eta: 0:19:33 lr: 0.002043 loss: 0.1803 (0.1940) loss_rec_all: 0.2061 (0.2198) loss_rec_sfr: 0.2730 (0.2850) loss_cl: -0.2782 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [12:13:52.556253] Epoch: [231] [1380/2904] eta: 0:19:17 lr: 0.002043 loss: 0.1827 (0.1940) loss_rec_all: 0.2088 (0.2199) loss_rec_sfr: 0.2637 (0.2851) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [12:14:07.480935] Epoch: [231] [1400/2904] eta: 0:19:02 lr: 0.002043 loss: 0.1810 (0.1939) loss_rec_all: 0.2073 (0.2198) loss_rec_sfr: 0.2685 (0.2849) loss_cl: -0.2794 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [12:14:22.406271] Epoch: [231] [1420/2904] eta: 0:18:46 lr: 0.002043 loss: 0.1838 (0.1940) loss_rec_all: 0.2100 (0.2199) loss_rec_sfr: 0.2730 (0.2853) loss_cl: -0.2793 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [12:14:37.333355] Epoch: [231] [1440/2904] eta: 0:18:31 lr: 0.002043 loss: 0.1842 (0.1940) loss_rec_all: 0.2101 (0.2199) loss_rec_sfr: 0.2709 (0.2851) loss_cl: -0.2789 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [12:14:52.255175] Epoch: [231] [1460/2904] eta: 0:18:16 lr: 0.002043 loss: 0.1848 (0.1939) loss_rec_all: 0.2107 (0.2198) loss_rec_sfr: 0.2635 (0.2849) loss_cl: -0.2781 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [12:15:07.179057] Epoch: [231] [1480/2904] eta: 0:18:00 lr: 0.002043 loss: 0.1867 (0.1940) loss_rec_all: 0.2126 (0.2199) loss_rec_sfr: 0.2601 (0.2852) loss_cl: -0.2786 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [12:15:22.105051] Epoch: [231] [1500/2904] eta: 0:17:45 lr: 0.002043 loss: 0.1805 (0.1939) loss_rec_all: 0.2070 (0.2198) loss_rec_sfr: 0.2656 (0.2849) loss_cl: -0.2798 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [12:15:37.029453] Epoch: [231] [1520/2904] eta: 0:17:29 lr: 0.002043 loss: 0.1839 (0.1940) loss_rec_all: 0.2099 (0.2199) loss_rec_sfr: 0.2709 (0.2851) loss_cl: -0.2793 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [12:15:51.952298] Epoch: [231] [1540/2904] eta: 0:17:14 lr: 0.002043 loss: 0.1883 (0.1941) loss_rec_all: 0.2142 (0.2200) loss_rec_sfr: 0.2688 (0.2853) loss_cl: -0.2791 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [12:16:06.879680] Epoch: [231] [1560/2904] eta: 0:16:59 lr: 0.002043 loss: 0.1819 (0.1941) loss_rec_all: 0.2084 (0.2199) loss_rec_sfr: 0.2718 (0.2852) loss_cl: -0.2795 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [12:16:21.806783] Epoch: [231] [1580/2904] eta: 0:16:43 lr: 0.002043 loss: 0.1982 (0.1943) loss_rec_all: 0.2241 (0.2202) loss_rec_sfr: 0.2704 (0.2858) loss_cl: -0.2787 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [12:16:36.733473] Epoch: [231] [1600/2904] eta: 0:16:28 lr: 0.002043 loss: 0.1842 (0.1943) loss_rec_all: 0.2101 (0.2202) loss_rec_sfr: 0.2727 (0.2859) loss_cl: -0.2785 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [12:16:51.664746] Epoch: [231] [1620/2904] eta: 0:16:13 lr: 0.002043 loss: 0.1832 (0.1944) loss_rec_all: 0.2091 (0.2202) loss_rec_sfr: 0.2823 (0.2862) loss_cl: -0.2784 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [12:17:06.593727] Epoch: [231] [1640/2904] eta: 0:15:57 lr: 0.002043 loss: 0.1804 (0.1942) loss_rec_all: 0.2065 (0.2201) loss_rec_sfr: 0.2651 (0.2859) loss_cl: -0.2788 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [12:17:21.520035] Epoch: [231] [1660/2904] eta: 0:15:42 lr: 0.002043 loss: 0.1869 (0.1943) loss_rec_all: 0.2128 (0.2202) loss_rec_sfr: 0.2590 (0.2862) loss_cl: -0.2783 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [12:17:36.437987] Epoch: [231] [1680/2904] eta: 0:15:27 lr: 0.002043 loss: 0.1845 (0.1944) loss_rec_all: 0.2108 (0.2203) loss_rec_sfr: 0.2708 (0.2864) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [12:17:51.358139] Epoch: [231] [1700/2904] eta: 0:15:11 lr: 0.002043 loss: 0.1815 (0.1945) loss_rec_all: 0.2080 (0.2204) loss_rec_sfr: 0.2661 (0.2866) loss_cl: -0.2800 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [12:18:06.279297] Epoch: [231] [1720/2904] eta: 0:14:56 lr: 0.002043 loss: 0.1824 (0.1944) loss_rec_all: 0.2087 (0.2203) loss_rec_sfr: 0.2593 (0.2862) loss_cl: -0.2793 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [12:18:21.200914] Epoch: [231] [1740/2904] eta: 0:14:41 lr: 0.002043 loss: 0.1812 (0.1943) loss_rec_all: 0.2077 (0.2202) loss_rec_sfr: 0.2330 (0.2859) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [12:18:36.123636] Epoch: [231] [1760/2904] eta: 0:14:25 lr: 0.002043 loss: 0.1865 (0.1944) loss_rec_all: 0.2126 (0.2203) loss_rec_sfr: 0.2720 (0.2862) loss_cl: -0.2782 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [12:18:51.041968] Epoch: [231] [1780/2904] eta: 0:14:10 lr: 0.002043 loss: 0.1852 (0.1945) loss_rec_all: 0.2116 (0.2203) loss_rec_sfr: 0.2605 (0.2863) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [12:19:05.961002] Epoch: [231] [1800/2904] eta: 0:13:55 lr: 0.002043 loss: 0.1859 (0.1945) loss_rec_all: 0.2125 (0.2204) loss_rec_sfr: 0.2780 (0.2865) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [12:19:20.883248] Epoch: [231] [1820/2904] eta: 0:13:40 lr: 0.002043 loss: 0.1830 (0.1946) loss_rec_all: 0.2092 (0.2204) loss_rec_sfr: 0.2539 (0.2866) loss_cl: -0.2786 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [12:19:35.799303] Epoch: [231] [1840/2904] eta: 0:13:24 lr: 0.002043 loss: 0.1851 (0.1945) loss_rec_all: 0.2108 (0.2204) loss_rec_sfr: 0.2710 (0.2865) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [12:19:50.716427] Epoch: [231] [1860/2904] eta: 0:13:09 lr: 0.002043 loss: 0.1822 (0.1946) loss_rec_all: 0.2083 (0.2204) loss_rec_sfr: 0.2709 (0.2867) loss_cl: -0.2794 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [12:20:05.638735] Epoch: [231] [1880/2904] eta: 0:12:54 lr: 0.002043 loss: 0.1824 (0.1946) loss_rec_all: 0.2088 (0.2204) loss_rec_sfr: 0.2737 (0.2868) loss_cl: -0.2793 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [12:20:20.559605] Epoch: [231] [1900/2904] eta: 0:12:39 lr: 0.002043 loss: 0.1832 (0.1946) loss_rec_all: 0.2095 (0.2205) loss_rec_sfr: 0.2411 (0.2869) loss_cl: -0.2794 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [12:20:35.486338] Epoch: [231] [1920/2904] eta: 0:12:23 lr: 0.002043 loss: 0.1817 (0.1946) loss_rec_all: 0.2080 (0.2205) loss_rec_sfr: 0.2677 (0.2868) loss_cl: -0.2777 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [12:20:50.410287] Epoch: [231] [1940/2904] eta: 0:12:08 lr: 0.002043 loss: 0.1856 (0.1946) loss_rec_all: 0.2115 (0.2205) loss_rec_sfr: 0.2678 (0.2869) loss_cl: -0.2786 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [12:21:05.334963] Epoch: [231] [1960/2904] eta: 0:11:53 lr: 0.002043 loss: 0.1831 (0.1946) loss_rec_all: 0.2094 (0.2205) loss_rec_sfr: 0.2671 (0.2869) loss_cl: -0.2785 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [12:21:20.254956] Epoch: [231] [1980/2904] eta: 0:11:38 lr: 0.002043 loss: 0.1825 (0.1945) loss_rec_all: 0.2084 (0.2204) loss_rec_sfr: 0.2334 (0.2865) loss_cl: -0.2782 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [12:21:35.182856] Epoch: [231] [2000/2904] eta: 0:11:23 lr: 0.002043 loss: 0.1842 (0.1945) loss_rec_all: 0.2105 (0.2204) loss_rec_sfr: 0.2604 (0.2864) loss_cl: -0.2789 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [12:21:50.104019] Epoch: [231] [2020/2904] eta: 0:11:07 lr: 0.002043 loss: 0.1841 (0.1945) loss_rec_all: 0.2105 (0.2204) loss_rec_sfr: 0.2688 (0.2864) loss_cl: -0.2802 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [12:22:05.024692] Epoch: [231] [2040/2904] eta: 0:10:52 lr: 0.002043 loss: 0.1828 (0.1946) loss_rec_all: 0.2092 (0.2205) loss_rec_sfr: 0.2633 (0.2867) loss_cl: -0.2795 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [12:22:19.941593] Epoch: [231] [2060/2904] eta: 0:10:37 lr: 0.002043 loss: 0.1877 (0.1946) loss_rec_all: 0.2137 (0.2205) loss_rec_sfr: 0.2733 (0.2868) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [12:22:34.857799] Epoch: [231] [2080/2904] eta: 0:10:22 lr: 0.002042 loss: 0.1854 (0.1946) loss_rec_all: 0.2113 (0.2205) loss_rec_sfr: 0.2663 (0.2865) loss_cl: -0.2782 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [12:22:49.785851] Epoch: [231] [2100/2904] eta: 0:10:07 lr: 0.002042 loss: 0.1851 (0.1946) loss_rec_all: 0.2110 (0.2205) loss_rec_sfr: 0.2800 (0.2867) loss_cl: -0.2785 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [12:23:04.704190] Epoch: [231] [2120/2904] eta: 0:09:51 lr: 0.002042 loss: 0.1810 (0.1945) loss_rec_all: 0.2075 (0.2204) loss_rec_sfr: 0.2386 (0.2865) loss_cl: -0.2795 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [12:23:19.628245] Epoch: [231] [2140/2904] eta: 0:09:36 lr: 0.002042 loss: 0.1867 (0.1946) loss_rec_all: 0.2125 (0.2205) loss_rec_sfr: 0.2759 (0.2867) loss_cl: -0.2787 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [12:23:34.549306] Epoch: [231] [2160/2904] eta: 0:09:21 lr: 0.002042 loss: 0.1817 (0.1946) loss_rec_all: 0.2080 (0.2204) loss_rec_sfr: 0.2691 (0.2867) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [12:23:49.471087] Epoch: [231] [2180/2904] eta: 0:09:06 lr: 0.002042 loss: 0.1867 (0.1946) loss_rec_all: 0.2128 (0.2205) loss_rec_sfr: 0.2817 (0.2869) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [12:24:04.392689] Epoch: [231] [2200/2904] eta: 0:08:51 lr: 0.002042 loss: 0.1854 (0.1946) loss_rec_all: 0.2117 (0.2205) loss_rec_sfr: 0.2629 (0.2868) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [12:24:19.316020] Epoch: [231] [2220/2904] eta: 0:08:36 lr: 0.002042 loss: 0.1830 (0.1946) loss_rec_all: 0.2089 (0.2205) loss_rec_sfr: 0.2346 (0.2867) loss_cl: -0.2789 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [12:24:34.242507] Epoch: [231] [2240/2904] eta: 0:08:21 lr: 0.002042 loss: 0.1844 (0.1946) loss_rec_all: 0.2108 (0.2204) loss_rec_sfr: 0.2592 (0.2865) loss_cl: -0.2789 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [12:24:49.164980] Epoch: [231] [2260/2904] eta: 0:08:05 lr: 0.002042 loss: 0.1820 (0.1945) loss_rec_all: 0.2080 (0.2204) loss_rec_sfr: 0.2695 (0.2866) loss_cl: -0.2795 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [12:25:04.089983] Epoch: [231] [2280/2904] eta: 0:07:50 lr: 0.002042 loss: 0.1802 (0.1945) loss_rec_all: 0.2061 (0.2204) loss_rec_sfr: 0.2674 (0.2864) loss_cl: -0.2782 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [12:25:19.021311] Epoch: [231] [2300/2904] eta: 0:07:35 lr: 0.002042 loss: 0.1850 (0.1945) loss_rec_all: 0.2111 (0.2204) loss_rec_sfr: 0.2774 (0.2865) loss_cl: -0.2797 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [12:25:33.945504] Epoch: [231] [2320/2904] eta: 0:07:20 lr: 0.002042 loss: 0.1822 (0.1944) loss_rec_all: 0.2087 (0.2203) loss_rec_sfr: 0.2508 (0.2862) loss_cl: -0.2797 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [12:25:48.871175] Epoch: [231] [2340/2904] eta: 0:07:05 lr: 0.002042 loss: 0.1834 (0.1944) loss_rec_all: 0.2095 (0.2203) loss_rec_sfr: 0.2690 (0.2860) loss_cl: -0.2793 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [12:26:03.791953] Epoch: [231] [2360/2904] eta: 0:06:50 lr: 0.002042 loss: 0.1874 (0.1944) loss_rec_all: 0.2133 (0.2202) loss_rec_sfr: 0.2637 (0.2859) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [12:26:18.715992] Epoch: [231] [2380/2904] eta: 0:06:35 lr: 0.002042 loss: 0.1826 (0.1943) loss_rec_all: 0.2086 (0.2202) loss_rec_sfr: 0.2595 (0.2859) loss_cl: -0.2785 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [12:26:33.633272] Epoch: [231] [2400/2904] eta: 0:06:20 lr: 0.002042 loss: 0.1806 (0.1944) loss_rec_all: 0.2069 (0.2203) loss_rec_sfr: 0.2772 (0.2861) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [12:26:48.557244] Epoch: [231] [2420/2904] eta: 0:06:04 lr: 0.002042 loss: 0.1852 (0.1944) loss_rec_all: 0.2118 (0.2203) loss_rec_sfr: 0.2659 (0.2862) loss_cl: -0.2784 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [12:27:03.477231] Epoch: [231] [2440/2904] eta: 0:05:49 lr: 0.002042 loss: 0.1840 (0.1944) loss_rec_all: 0.2104 (0.2203) loss_rec_sfr: 0.2599 (0.2862) loss_cl: -0.2800 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [12:27:18.405394] Epoch: [231] [2460/2904] eta: 0:05:34 lr: 0.002042 loss: 0.1811 (0.1944) loss_rec_all: 0.2072 (0.2203) loss_rec_sfr: 0.2634 (0.2860) loss_cl: -0.2787 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [12:27:33.328822] Epoch: [231] [2480/2904] eta: 0:05:19 lr: 0.002042 loss: 0.1850 (0.1944) loss_rec_all: 0.2115 (0.2203) loss_rec_sfr: 0.2342 (0.2859) loss_cl: -0.2790 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [12:27:48.254350] Epoch: [231] [2500/2904] eta: 0:05:04 lr: 0.002042 loss: 0.1811 (0.1943) loss_rec_all: 0.2070 (0.2202) loss_rec_sfr: 0.2681 (0.2856) loss_cl: -0.2794 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [12:28:03.179451] Epoch: [231] [2520/2904] eta: 0:04:49 lr: 0.002042 loss: 0.1844 (0.1943) loss_rec_all: 0.2104 (0.2202) loss_rec_sfr: 0.2667 (0.2856) loss_cl: -0.2785 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [12:28:18.105196] Epoch: [231] [2540/2904] eta: 0:04:34 lr: 0.002042 loss: 0.1828 (0.1943) loss_rec_all: 0.2090 (0.2202) loss_rec_sfr: 0.2761 (0.2858) loss_cl: -0.2785 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [12:28:33.034861] Epoch: [231] [2560/2904] eta: 0:04:19 lr: 0.002042 loss: 0.1854 (0.1944) loss_rec_all: 0.2114 (0.2202) loss_rec_sfr: 0.2671 (0.2858) loss_cl: -0.2792 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [12:28:47.960420] Epoch: [231] [2580/2904] eta: 0:04:04 lr: 0.002042 loss: 0.1918 (0.1944) loss_rec_all: 0.2178 (0.2203) loss_rec_sfr: 0.2677 (0.2858) loss_cl: -0.2792 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [12:29:02.884727] Epoch: [231] [2600/2904] eta: 0:03:49 lr: 0.002042 loss: 0.1847 (0.1944) loss_rec_all: 0.2107 (0.2203) loss_rec_sfr: 0.2758 (0.2860) loss_cl: -0.2787 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [12:29:17.814290] Epoch: [231] [2620/2904] eta: 0:03:33 lr: 0.002042 loss: 0.1894 (0.1945) loss_rec_all: 0.2150 (0.2204) loss_rec_sfr: 0.2654 (0.2861) loss_cl: -0.2775 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [12:29:32.738568] Epoch: [231] [2640/2904] eta: 0:03:18 lr: 0.002042 loss: 0.1847 (0.1945) loss_rec_all: 0.2106 (0.2203) loss_rec_sfr: 0.2671 (0.2860) loss_cl: -0.2785 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [12:29:47.655566] Epoch: [231] [2660/2904] eta: 0:03:03 lr: 0.002042 loss: 0.1854 (0.1945) loss_rec_all: 0.2116 (0.2204) loss_rec_sfr: 0.2678 (0.2861) loss_cl: -0.2801 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [12:30:02.577951] Epoch: [231] [2680/2904] eta: 0:02:48 lr: 0.002042 loss: 0.1842 (0.1944) loss_rec_all: 0.2104 (0.2203) loss_rec_sfr: 0.2678 (0.2860) loss_cl: -0.2795 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [12:30:17.501276] Epoch: [231] [2700/2904] eta: 0:02:33 lr: 0.002042 loss: 0.1854 (0.1944) loss_rec_all: 0.2112 (0.2203) loss_rec_sfr: 0.2762 (0.2859) loss_cl: -0.2789 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [12:30:32.423864] Epoch: [231] [2720/2904] eta: 0:02:18 lr: 0.002042 loss: 0.1827 (0.1944) loss_rec_all: 0.2089 (0.2203) loss_rec_sfr: 0.2658 (0.2859) loss_cl: -0.2783 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [12:30:47.350023] Epoch: [231] [2740/2904] eta: 0:02:03 lr: 0.002042 loss: 0.1825 (0.1944) loss_rec_all: 0.2083 (0.2203) loss_rec_sfr: 0.2739 (0.2860) loss_cl: -0.2782 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [12:31:02.273671] Epoch: [231] [2760/2904] eta: 0:01:48 lr: 0.002042 loss: 0.1843 (0.1943) loss_rec_all: 0.2102 (0.2202) loss_rec_sfr: 0.2674 (0.2858) loss_cl: -0.2790 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [12:31:17.195179] Epoch: [231] [2780/2904] eta: 0:01:33 lr: 0.002042 loss: 0.1797 (0.1943) loss_rec_all: 0.2062 (0.2202) loss_rec_sfr: 0.2199 (0.2857) loss_cl: -0.2796 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [12:31:32.133562] Epoch: [231] [2800/2904] eta: 0:01:18 lr: 0.002042 loss: 0.1867 (0.1943) loss_rec_all: 0.2125 (0.2202) loss_rec_sfr: 0.2782 (0.2858) loss_cl: -0.2791 (-0.2788) time: 0.7469 data: 0.0002 max mem: 29860 [12:31:47.059188] Epoch: [231] [2820/2904] eta: 0:01:03 lr: 0.002042 loss: 0.1929 (0.1945) loss_rec_all: 0.2188 (0.2203) loss_rec_sfr: 0.2755 (0.2862) loss_cl: -0.2789 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [12:32:02.015679] Epoch: [231] [2840/2904] eta: 0:00:48 lr: 0.002042 loss: 0.1895 (0.1945) loss_rec_all: 0.2156 (0.2204) loss_rec_sfr: 0.2682 (0.2863) loss_cl: -0.2797 (-0.2788) time: 0.7478 data: 0.0023 max mem: 29860 [12:32:16.925030] Epoch: [231] [2860/2904] eta: 0:00:33 lr: 0.002042 loss: 0.1929 (0.1945) loss_rec_all: 0.2189 (0.2204) loss_rec_sfr: 0.2698 (0.2864) loss_cl: -0.2792 (-0.2788) time: 0.7454 data: 0.0001 max mem: 29860 [12:32:31.832300] Epoch: [231] [2880/2904] eta: 0:00:18 lr: 0.002042 loss: 0.1823 (0.1944) loss_rec_all: 0.2081 (0.2203) loss_rec_sfr: 0.2712 (0.2862) loss_cl: -0.2779 (-0.2788) time: 0.7453 data: 0.0001 max mem: 29860 [12:32:46.740183] Epoch: [231] [2900/2904] eta: 0:00:03 lr: 0.002041 loss: 0.1870 (0.1944) loss_rec_all: 0.2132 (0.2203) loss_rec_sfr: 0.2691 (0.2861) loss_cl: -0.2778 (-0.2788) time: 0.7454 data: 0.0001 max mem: 29860 [12:32:48.982753] Epoch: [231] [2903/2904] eta: 0:00:00 lr: 0.002041 loss: 0.1859 (0.1945) loss_rec_all: 0.2121 (0.2203) loss_rec_sfr: 0.2711 (0.2863) loss_cl: -0.2778 (-0.2788) time: 0.7453 data: 0.0001 max mem: 29860 [12:32:51.066652] Epoch: [231] Total time: 0:36:27 (0.7534 s / it) [12:32:51.069621] Averaged stats: lr: 0.002041 loss: 0.1859 (0.1967) loss_rec_all: 0.2121 (0.2202) loss_rec_sfr: 0.2711 (0.2858) loss_cl: -0.2778 (-0.2556) [12:32:51.075130] log_dir: ./checkpoint/VF2_ViT-B [12:33:07.963940] Epoch: [232] [ 0/2904] eta: 13:37:22 lr: 0.002041 loss: 0.1856 (0.1856) loss_rec_all: 0.2115 (0.2115) loss_rec_sfr: 0.2799 (0.2799) loss_cl: -0.2792 (-0.2792) time: 16.8881 data: 9.7642 max mem: 29860 [12:33:24.750257] Epoch: [232] [ 20/2904] eta: 1:17:04 lr: 0.002041 loss: 0.1890 (0.2038) loss_rec_all: 0.2153 (0.2295) loss_rec_sfr: 0.2782 (0.3176) loss_cl: -0.2790 (-0.2790) time: 0.8393 data: 0.0958 max mem: 29860 [12:33:39.629765] Epoch: [232] [ 40/2904] eta: 0:56:31 lr: 0.002041 loss: 0.1839 (0.1963) loss_rec_all: 0.2098 (0.2221) loss_rec_sfr: 0.2609 (0.2917) loss_cl: -0.2786 (-0.2787) time: 0.7439 data: 0.0002 max mem: 29860 [12:33:54.516831] Epoch: [232] [ 60/2904] eta: 0:49:17 lr: 0.002041 loss: 0.1806 (0.1944) loss_rec_all: 0.2067 (0.2202) loss_rec_sfr: 0.2663 (0.2865) loss_cl: -0.2790 (-0.2788) time: 0.7443 data: 0.0002 max mem: 29860 [12:34:09.434655] Epoch: [232] [ 80/2904] eta: 0:45:31 lr: 0.002041 loss: 0.1896 (0.1957) loss_rec_all: 0.2158 (0.2216) loss_rec_sfr: 0.2614 (0.2881) loss_cl: -0.2791 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [12:34:24.350642] Epoch: [232] [ 100/2904] eta: 0:43:09 lr: 0.002041 loss: 0.1835 (0.1960) loss_rec_all: 0.2095 (0.2218) loss_rec_sfr: 0.2700 (0.2889) loss_cl: -0.2794 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [12:34:39.299850] Epoch: [232] [ 120/2904] eta: 0:41:29 lr: 0.002041 loss: 0.1877 (0.1950) loss_rec_all: 0.2139 (0.2208) loss_rec_sfr: 0.2655 (0.2853) loss_cl: -0.2787 (-0.2789) time: 0.7474 data: 0.0002 max mem: 29860 [12:34:54.235472] Epoch: [232] [ 140/2904] eta: 0:40:14 lr: 0.002041 loss: 0.1858 (0.1954) loss_rec_all: 0.2116 (0.2213) loss_rec_sfr: 0.2724 (0.2873) loss_cl: -0.2787 (-0.2789) time: 0.7467 data: 0.0002 max mem: 29860 [12:35:09.163045] Epoch: [232] [ 160/2904] eta: 0:39:13 lr: 0.002041 loss: 0.1824 (0.1955) loss_rec_all: 0.2085 (0.2213) loss_rec_sfr: 0.2637 (0.2879) loss_cl: -0.2786 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [12:35:24.109543] Epoch: [232] [ 180/2904] eta: 0:38:23 lr: 0.002041 loss: 0.1831 (0.1950) loss_rec_all: 0.2089 (0.2209) loss_rec_sfr: 0.2623 (0.2865) loss_cl: -0.2791 (-0.2788) time: 0.7473 data: 0.0002 max mem: 29860 [12:35:39.035606] Epoch: [232] [ 200/2904] eta: 0:37:39 lr: 0.002041 loss: 0.1858 (0.1956) loss_rec_all: 0.2116 (0.2215) loss_rec_sfr: 0.2654 (0.2892) loss_cl: -0.2787 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [12:35:53.961599] Epoch: [232] [ 220/2904] eta: 0:37:01 lr: 0.002041 loss: 0.1827 (0.1959) loss_rec_all: 0.2086 (0.2217) loss_rec_sfr: 0.2747 (0.2908) loss_cl: -0.2794 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [12:36:08.884025] Epoch: [232] [ 240/2904] eta: 0:36:26 lr: 0.002041 loss: 0.1870 (0.1963) loss_rec_all: 0.2131 (0.2221) loss_rec_sfr: 0.2753 (0.2923) loss_cl: -0.2780 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [12:36:23.805850] Epoch: [232] [ 260/2904] eta: 0:35:54 lr: 0.002041 loss: 0.1832 (0.1960) loss_rec_all: 0.2090 (0.2218) loss_rec_sfr: 0.2385 (0.2905) loss_cl: -0.2793 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [12:36:38.735956] Epoch: [232] [ 280/2904] eta: 0:35:25 lr: 0.002041 loss: 0.1823 (0.1958) loss_rec_all: 0.2083 (0.2217) loss_rec_sfr: 0.2668 (0.2900) loss_cl: -0.2796 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [12:36:53.685909] Epoch: [232] [ 300/2904] eta: 0:34:58 lr: 0.002041 loss: 0.1902 (0.1962) loss_rec_all: 0.2164 (0.2220) loss_rec_sfr: 0.2714 (0.2907) loss_cl: -0.2801 (-0.2789) time: 0.7475 data: 0.0002 max mem: 29860 [12:37:08.621616] Epoch: [232] [ 320/2904] eta: 0:34:33 lr: 0.002041 loss: 0.1844 (0.1961) loss_rec_all: 0.2102 (0.2219) loss_rec_sfr: 0.2741 (0.2914) loss_cl: -0.2788 (-0.2789) time: 0.7467 data: 0.0002 max mem: 29860 [12:37:23.569617] Epoch: [232] [ 340/2904] eta: 0:34:08 lr: 0.002041 loss: 0.1788 (0.1953) loss_rec_all: 0.2051 (0.2212) loss_rec_sfr: 0.2370 (0.2889) loss_cl: -0.2787 (-0.2789) time: 0.7474 data: 0.0002 max mem: 29860 [12:37:38.491035] Epoch: [232] [ 360/2904] eta: 0:33:45 lr: 0.002041 loss: 0.1847 (0.1951) loss_rec_all: 0.2109 (0.2210) loss_rec_sfr: 0.2691 (0.2885) loss_cl: -0.2784 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [12:37:53.408988] Epoch: [232] [ 380/2904] eta: 0:33:22 lr: 0.002041 loss: 0.1839 (0.1952) loss_rec_all: 0.2098 (0.2210) loss_rec_sfr: 0.2622 (0.2887) loss_cl: -0.2789 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [12:38:08.326852] Epoch: [232] [ 400/2904] eta: 0:33:00 lr: 0.002041 loss: 0.1833 (0.1950) loss_rec_all: 0.2097 (0.2209) loss_rec_sfr: 0.2648 (0.2880) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [12:38:23.251977] Epoch: [232] [ 420/2904] eta: 0:32:39 lr: 0.002041 loss: 0.1873 (0.1956) loss_rec_all: 0.2132 (0.2214) loss_rec_sfr: 0.2795 (0.2901) loss_cl: -0.2783 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [12:38:38.173332] Epoch: [232] [ 440/2904] eta: 0:32:19 lr: 0.002041 loss: 0.1809 (0.1959) loss_rec_all: 0.2069 (0.2217) loss_rec_sfr: 0.2713 (0.2914) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [12:38:53.091284] Epoch: [232] [ 460/2904] eta: 0:31:59 lr: 0.002041 loss: 0.1884 (0.1958) loss_rec_all: 0.2144 (0.2217) loss_rec_sfr: 0.2639 (0.2906) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [12:39:08.011475] Epoch: [232] [ 480/2904] eta: 0:31:39 lr: 0.002041 loss: 0.1839 (0.1959) loss_rec_all: 0.2101 (0.2217) loss_rec_sfr: 0.2553 (0.2907) loss_cl: -0.2793 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [12:39:22.933411] Epoch: [232] [ 500/2904] eta: 0:31:20 lr: 0.002041 loss: 0.1849 (0.1956) loss_rec_all: 0.2113 (0.2214) loss_rec_sfr: 0.2546 (0.2896) loss_cl: -0.2794 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [12:39:37.850151] Epoch: [232] [ 520/2904] eta: 0:31:01 lr: 0.002041 loss: 0.1841 (0.1957) loss_rec_all: 0.2099 (0.2216) loss_rec_sfr: 0.2706 (0.2900) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [12:39:52.772197] Epoch: [232] [ 540/2904] eta: 0:30:42 lr: 0.002041 loss: 0.1813 (0.1957) loss_rec_all: 0.2072 (0.2216) loss_rec_sfr: 0.2687 (0.2902) loss_cl: -0.2776 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [12:40:07.693797] Epoch: [232] [ 560/2904] eta: 0:30:24 lr: 0.002041 loss: 0.1868 (0.1957) loss_rec_all: 0.2128 (0.2215) loss_rec_sfr: 0.2586 (0.2898) loss_cl: -0.2782 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [12:40:22.612052] Epoch: [232] [ 580/2904] eta: 0:30:06 lr: 0.002041 loss: 0.1837 (0.1955) loss_rec_all: 0.2100 (0.2213) loss_rec_sfr: 0.2628 (0.2891) loss_cl: -0.2797 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [12:40:37.530662] Epoch: [232] [ 600/2904] eta: 0:29:48 lr: 0.002041 loss: 0.1826 (0.1954) loss_rec_all: 0.2087 (0.2213) loss_rec_sfr: 0.2627 (0.2890) loss_cl: -0.2796 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [12:40:52.448268] Epoch: [232] [ 620/2904] eta: 0:29:30 lr: 0.002041 loss: 0.1817 (0.1952) loss_rec_all: 0.2081 (0.2211) loss_rec_sfr: 0.2586 (0.2883) loss_cl: -0.2798 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [12:41:07.377742] Epoch: [232] [ 640/2904] eta: 0:29:12 lr: 0.002041 loss: 0.1800 (0.1950) loss_rec_all: 0.2058 (0.2209) loss_rec_sfr: 0.2669 (0.2879) loss_cl: -0.2787 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [12:41:22.304930] Epoch: [232] [ 660/2904] eta: 0:28:55 lr: 0.002041 loss: 0.1857 (0.1951) loss_rec_all: 0.2116 (0.2209) loss_rec_sfr: 0.2693 (0.2881) loss_cl: -0.2778 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [12:41:37.226373] Epoch: [232] [ 680/2904] eta: 0:28:38 lr: 0.002041 loss: 0.1828 (0.1948) loss_rec_all: 0.2088 (0.2207) loss_rec_sfr: 0.2323 (0.2871) loss_cl: -0.2781 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [12:41:52.149659] Epoch: [232] [ 700/2904] eta: 0:28:21 lr: 0.002041 loss: 0.1852 (0.1950) loss_rec_all: 0.2113 (0.2208) loss_rec_sfr: 0.2709 (0.2874) loss_cl: -0.2786 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [12:42:07.069141] Epoch: [232] [ 720/2904] eta: 0:28:04 lr: 0.002041 loss: 0.1818 (0.1947) loss_rec_all: 0.2079 (0.2206) loss_rec_sfr: 0.2661 (0.2866) loss_cl: -0.2800 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [12:42:21.989614] Epoch: [232] [ 740/2904] eta: 0:27:47 lr: 0.002041 loss: 0.1856 (0.1947) loss_rec_all: 0.2116 (0.2206) loss_rec_sfr: 0.2826 (0.2870) loss_cl: -0.2794 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [12:42:36.909926] Epoch: [232] [ 760/2904] eta: 0:27:30 lr: 0.002041 loss: 0.1844 (0.1949) loss_rec_all: 0.2105 (0.2208) loss_rec_sfr: 0.2724 (0.2878) loss_cl: -0.2781 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [12:42:51.838224] Epoch: [232] [ 780/2904] eta: 0:27:13 lr: 0.002041 loss: 0.1839 (0.1949) loss_rec_all: 0.2097 (0.2207) loss_rec_sfr: 0.2710 (0.2880) loss_cl: -0.2782 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [12:43:06.788404] Epoch: [232] [ 800/2904] eta: 0:26:57 lr: 0.002041 loss: 0.1851 (0.1949) loss_rec_all: 0.2108 (0.2208) loss_rec_sfr: 0.2737 (0.2882) loss_cl: -0.2782 (-0.2788) time: 0.7475 data: 0.0002 max mem: 29860 [12:43:21.726349] Epoch: [232] [ 820/2904] eta: 0:26:40 lr: 0.002040 loss: 0.1799 (0.1948) loss_rec_all: 0.2064 (0.2207) loss_rec_sfr: 0.2585 (0.2880) loss_cl: -0.2791 (-0.2788) time: 0.7469 data: 0.0002 max mem: 29860 [12:43:36.649248] Epoch: [232] [ 840/2904] eta: 0:26:24 lr: 0.002040 loss: 0.2002 (0.1953) loss_rec_all: 0.2262 (0.2211) loss_rec_sfr: 0.2903 (0.2896) loss_cl: -0.2796 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [12:43:51.581990] Epoch: [232] [ 860/2904] eta: 0:26:07 lr: 0.002040 loss: 0.1867 (0.1953) loss_rec_all: 0.2128 (0.2212) loss_rec_sfr: 0.2672 (0.2897) loss_cl: -0.2787 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [12:44:06.532081] Epoch: [232] [ 880/2904] eta: 0:25:51 lr: 0.002040 loss: 0.1782 (0.1950) loss_rec_all: 0.2045 (0.2209) loss_rec_sfr: 0.2620 (0.2890) loss_cl: -0.2793 (-0.2788) time: 0.7475 data: 0.0002 max mem: 29860 [12:44:21.477421] Epoch: [232] [ 900/2904] eta: 0:25:35 lr: 0.002040 loss: 0.1847 (0.1950) loss_rec_all: 0.2112 (0.2209) loss_rec_sfr: 0.2642 (0.2887) loss_cl: -0.2792 (-0.2788) time: 0.7472 data: 0.0002 max mem: 29860 [12:44:36.407329] Epoch: [232] [ 920/2904] eta: 0:25:19 lr: 0.002040 loss: 0.1856 (0.1949) loss_rec_all: 0.2118 (0.2208) loss_rec_sfr: 0.2613 (0.2883) loss_cl: -0.2797 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [12:44:51.336654] Epoch: [232] [ 940/2904] eta: 0:25:03 lr: 0.002040 loss: 0.1840 (0.1948) loss_rec_all: 0.2100 (0.2207) loss_rec_sfr: 0.2664 (0.2881) loss_cl: -0.2796 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [12:45:06.277118] Epoch: [232] [ 960/2904] eta: 0:24:47 lr: 0.002040 loss: 0.1878 (0.1950) loss_rec_all: 0.2140 (0.2208) loss_rec_sfr: 0.2586 (0.2884) loss_cl: -0.2779 (-0.2788) time: 0.7470 data: 0.0002 max mem: 29860 [12:45:21.240636] Epoch: [232] [ 980/2904] eta: 0:24:31 lr: 0.002040 loss: 0.1841 (0.1950) loss_rec_all: 0.2098 (0.2209) loss_rec_sfr: 0.2722 (0.2887) loss_cl: -0.2776 (-0.2788) time: 0.7481 data: 0.0002 max mem: 29860 [12:45:36.215736] Epoch: [232] [1000/2904] eta: 0:24:15 lr: 0.002040 loss: 0.1828 (0.1951) loss_rec_all: 0.2093 (0.2209) loss_rec_sfr: 0.2568 (0.2884) loss_cl: -0.2794 (-0.2788) time: 0.7487 data: 0.0002 max mem: 29860 [12:45:51.198012] Epoch: [232] [1020/2904] eta: 0:23:59 lr: 0.002040 loss: 0.1841 (0.1950) loss_rec_all: 0.2100 (0.2209) loss_rec_sfr: 0.2703 (0.2883) loss_cl: -0.2794 (-0.2788) time: 0.7491 data: 0.0002 max mem: 29860 [12:46:06.151618] Epoch: [232] [1040/2904] eta: 0:23:43 lr: 0.002040 loss: 0.1815 (0.1951) loss_rec_all: 0.2079 (0.2209) loss_rec_sfr: 0.2633 (0.2885) loss_cl: -0.2787 (-0.2788) time: 0.7476 data: 0.0002 max mem: 29860 [12:46:21.116091] Epoch: [232] [1060/2904] eta: 0:23:27 lr: 0.002040 loss: 0.1861 (0.1951) loss_rec_all: 0.2121 (0.2210) loss_rec_sfr: 0.2289 (0.2883) loss_cl: -0.2778 (-0.2788) time: 0.7482 data: 0.0002 max mem: 29860 [12:46:36.068644] Epoch: [232] [1080/2904] eta: 0:23:11 lr: 0.002040 loss: 0.1844 (0.1950) loss_rec_all: 0.2104 (0.2209) loss_rec_sfr: 0.2562 (0.2880) loss_cl: -0.2789 (-0.2788) time: 0.7476 data: 0.0002 max mem: 29860 [12:46:51.023053] Epoch: [232] [1100/2904] eta: 0:22:56 lr: 0.002040 loss: 0.1837 (0.1950) loss_rec_all: 0.2100 (0.2209) loss_rec_sfr: 0.2611 (0.2879) loss_cl: -0.2803 (-0.2788) time: 0.7477 data: 0.0002 max mem: 29860 [12:47:05.998291] Epoch: [232] [1120/2904] eta: 0:22:40 lr: 0.002040 loss: 0.1825 (0.1949) loss_rec_all: 0.2090 (0.2208) loss_rec_sfr: 0.2491 (0.2876) loss_cl: -0.2799 (-0.2788) time: 0.7487 data: 0.0002 max mem: 29860 [12:47:20.953734] Epoch: [232] [1140/2904] eta: 0:22:24 lr: 0.002040 loss: 0.1861 (0.1949) loss_rec_all: 0.2120 (0.2208) loss_rec_sfr: 0.2713 (0.2876) loss_cl: -0.2786 (-0.2788) time: 0.7477 data: 0.0002 max mem: 29860 [12:47:35.915886] Epoch: [232] [1160/2904] eta: 0:22:09 lr: 0.002040 loss: 0.1824 (0.1948) loss_rec_all: 0.2084 (0.2207) loss_rec_sfr: 0.2691 (0.2876) loss_cl: -0.2783 (-0.2788) time: 0.7481 data: 0.0002 max mem: 29860 [12:47:50.867708] Epoch: [232] [1180/2904] eta: 0:21:53 lr: 0.002040 loss: 0.1852 (0.1947) loss_rec_all: 0.2113 (0.2206) loss_rec_sfr: 0.2693 (0.2871) loss_cl: -0.2791 (-0.2788) time: 0.7476 data: 0.0002 max mem: 29860 [12:48:05.810513] Epoch: [232] [1200/2904] eta: 0:21:37 lr: 0.002040 loss: 0.1860 (0.1947) loss_rec_all: 0.2125 (0.2206) loss_rec_sfr: 0.2396 (0.2870) loss_cl: -0.2792 (-0.2788) time: 0.7471 data: 0.0002 max mem: 29860 [12:48:20.758815] Epoch: [232] [1220/2904] eta: 0:21:22 lr: 0.002040 loss: 0.1823 (0.1946) loss_rec_all: 0.2081 (0.2205) loss_rec_sfr: 0.2693 (0.2869) loss_cl: -0.2782 (-0.2788) time: 0.7474 data: 0.0002 max mem: 29860 [12:48:35.716800] Epoch: [232] [1240/2904] eta: 0:21:06 lr: 0.002040 loss: 0.1857 (0.1948) loss_rec_all: 0.2121 (0.2207) loss_rec_sfr: 0.2725 (0.2876) loss_cl: -0.2790 (-0.2788) time: 0.7479 data: 0.0002 max mem: 29860 [12:48:50.666643] Epoch: [232] [1260/2904] eta: 0:20:50 lr: 0.002040 loss: 0.1829 (0.1947) loss_rec_all: 0.2090 (0.2206) loss_rec_sfr: 0.2705 (0.2873) loss_cl: -0.2791 (-0.2788) time: 0.7475 data: 0.0002 max mem: 29860 [12:49:05.612975] Epoch: [232] [1280/2904] eta: 0:20:35 lr: 0.002040 loss: 0.1850 (0.1947) loss_rec_all: 0.2110 (0.2206) loss_rec_sfr: 0.2710 (0.2873) loss_cl: -0.2786 (-0.2788) time: 0.7473 data: 0.0002 max mem: 29860 [12:49:20.569176] Epoch: [232] [1300/2904] eta: 0:20:19 lr: 0.002040 loss: 0.1864 (0.1947) loss_rec_all: 0.2130 (0.2206) loss_rec_sfr: 0.2392 (0.2872) loss_cl: -0.2795 (-0.2788) time: 0.7478 data: 0.0002 max mem: 29860 [12:49:35.508469] Epoch: [232] [1320/2904] eta: 0:20:04 lr: 0.002040 loss: 0.1817 (0.1947) loss_rec_all: 0.2079 (0.2205) loss_rec_sfr: 0.2300 (0.2869) loss_cl: -0.2788 (-0.2788) time: 0.7469 data: 0.0002 max mem: 29860 [12:49:50.451886] Epoch: [232] [1340/2904] eta: 0:19:48 lr: 0.002040 loss: 0.1806 (0.1945) loss_rec_all: 0.2067 (0.2204) loss_rec_sfr: 0.2299 (0.2865) loss_cl: -0.2778 (-0.2788) time: 0.7471 data: 0.0002 max mem: 29860 [12:50:05.406195] Epoch: [232] [1360/2904] eta: 0:19:33 lr: 0.002040 loss: 0.1801 (0.1946) loss_rec_all: 0.2066 (0.2204) loss_rec_sfr: 0.2662 (0.2866) loss_cl: -0.2778 (-0.2788) time: 0.7477 data: 0.0002 max mem: 29860 [12:50:20.328763] Epoch: [232] [1380/2904] eta: 0:19:17 lr: 0.002040 loss: 0.1823 (0.1945) loss_rec_all: 0.2082 (0.2203) loss_rec_sfr: 0.2721 (0.2864) loss_cl: -0.2790 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [12:50:35.266975] Epoch: [232] [1400/2904] eta: 0:19:02 lr: 0.002040 loss: 0.1885 (0.1946) loss_rec_all: 0.2149 (0.2205) loss_rec_sfr: 0.2713 (0.2868) loss_cl: -0.2799 (-0.2788) time: 0.7469 data: 0.0002 max mem: 29860 [12:50:50.199152] Epoch: [232] [1420/2904] eta: 0:18:46 lr: 0.002040 loss: 0.1843 (0.1946) loss_rec_all: 0.2108 (0.2204) loss_rec_sfr: 0.2631 (0.2866) loss_cl: -0.2798 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [12:51:05.132102] Epoch: [232] [1440/2904] eta: 0:18:31 lr: 0.002040 loss: 0.1827 (0.1946) loss_rec_all: 0.2089 (0.2204) loss_rec_sfr: 0.2318 (0.2865) loss_cl: -0.2783 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [12:51:20.058119] Epoch: [232] [1460/2904] eta: 0:18:16 lr: 0.002040 loss: 0.1820 (0.1946) loss_rec_all: 0.2080 (0.2205) loss_rec_sfr: 0.2756 (0.2867) loss_cl: -0.2785 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [12:51:34.970427] Epoch: [232] [1480/2904] eta: 0:18:00 lr: 0.002040 loss: 0.1817 (0.1946) loss_rec_all: 0.2075 (0.2204) loss_rec_sfr: 0.2651 (0.2867) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [12:51:49.886104] Epoch: [232] [1500/2904] eta: 0:17:45 lr: 0.002040 loss: 0.1888 (0.1946) loss_rec_all: 0.2148 (0.2205) loss_rec_sfr: 0.2684 (0.2868) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [12:52:04.799685] Epoch: [232] [1520/2904] eta: 0:17:29 lr: 0.002040 loss: 0.1859 (0.1946) loss_rec_all: 0.2119 (0.2205) loss_rec_sfr: 0.2681 (0.2867) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [12:52:19.712497] Epoch: [232] [1540/2904] eta: 0:17:14 lr: 0.002040 loss: 0.1818 (0.1946) loss_rec_all: 0.2077 (0.2205) loss_rec_sfr: 0.2737 (0.2867) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [12:52:34.626233] Epoch: [232] [1560/2904] eta: 0:16:58 lr: 0.002040 loss: 0.1890 (0.1947) loss_rec_all: 0.2152 (0.2205) loss_rec_sfr: 0.2718 (0.2869) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [12:52:49.541311] Epoch: [232] [1580/2904] eta: 0:16:43 lr: 0.002040 loss: 0.1847 (0.1947) loss_rec_all: 0.2111 (0.2206) loss_rec_sfr: 0.2656 (0.2870) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [12:53:04.460419] Epoch: [232] [1600/2904] eta: 0:16:28 lr: 0.002040 loss: 0.1841 (0.1947) loss_rec_all: 0.2100 (0.2205) loss_rec_sfr: 0.2650 (0.2868) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [12:53:19.381922] Epoch: [232] [1620/2904] eta: 0:16:12 lr: 0.002040 loss: 0.1820 (0.1946) loss_rec_all: 0.2080 (0.2205) loss_rec_sfr: 0.2663 (0.2867) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [12:53:34.297286] Epoch: [232] [1640/2904] eta: 0:15:57 lr: 0.002039 loss: 0.1936 (0.1948) loss_rec_all: 0.2198 (0.2206) loss_rec_sfr: 0.2821 (0.2872) loss_cl: -0.2793 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [12:53:49.211122] Epoch: [232] [1660/2904] eta: 0:15:42 lr: 0.002039 loss: 0.1835 (0.1947) loss_rec_all: 0.2097 (0.2206) loss_rec_sfr: 0.2662 (0.2871) loss_cl: -0.2797 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [12:54:04.119006] Epoch: [232] [1680/2904] eta: 0:15:26 lr: 0.002039 loss: 0.1829 (0.1946) loss_rec_all: 0.2088 (0.2205) loss_rec_sfr: 0.2762 (0.2869) loss_cl: -0.2790 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [12:54:19.034640] Epoch: [232] [1700/2904] eta: 0:15:11 lr: 0.002039 loss: 0.1806 (0.1946) loss_rec_all: 0.2070 (0.2205) loss_rec_sfr: 0.2624 (0.2867) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [12:54:33.955386] Epoch: [232] [1720/2904] eta: 0:14:56 lr: 0.002039 loss: 0.1845 (0.1945) loss_rec_all: 0.2106 (0.2204) loss_rec_sfr: 0.2713 (0.2867) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [12:54:48.879676] Epoch: [232] [1740/2904] eta: 0:14:41 lr: 0.002039 loss: 0.1819 (0.1944) loss_rec_all: 0.2078 (0.2203) loss_rec_sfr: 0.2222 (0.2862) loss_cl: -0.2790 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [12:55:03.799946] Epoch: [232] [1760/2904] eta: 0:14:25 lr: 0.002039 loss: 0.1884 (0.1945) loss_rec_all: 0.2148 (0.2204) loss_rec_sfr: 0.2705 (0.2864) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [12:55:18.721903] Epoch: [232] [1780/2904] eta: 0:14:10 lr: 0.002039 loss: 0.1830 (0.1945) loss_rec_all: 0.2091 (0.2204) loss_rec_sfr: 0.2546 (0.2862) loss_cl: -0.2788 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [12:55:33.641152] Epoch: [232] [1800/2904] eta: 0:13:55 lr: 0.002039 loss: 0.1925 (0.1946) loss_rec_all: 0.2186 (0.2204) loss_rec_sfr: 0.2688 (0.2865) loss_cl: -0.2783 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [12:55:48.556945] Epoch: [232] [1820/2904] eta: 0:13:39 lr: 0.002039 loss: 0.1839 (0.1946) loss_rec_all: 0.2099 (0.2205) loss_rec_sfr: 0.2664 (0.2866) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [12:56:03.474934] Epoch: [232] [1840/2904] eta: 0:13:24 lr: 0.002039 loss: 0.1816 (0.1946) loss_rec_all: 0.2080 (0.2205) loss_rec_sfr: 0.2599 (0.2866) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [12:56:18.396582] Epoch: [232] [1860/2904] eta: 0:13:09 lr: 0.002039 loss: 0.1824 (0.1946) loss_rec_all: 0.2084 (0.2205) loss_rec_sfr: 0.2790 (0.2867) loss_cl: -0.2794 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [12:56:33.317579] Epoch: [232] [1880/2904] eta: 0:12:54 lr: 0.002039 loss: 0.1854 (0.1947) loss_rec_all: 0.2119 (0.2206) loss_rec_sfr: 0.2635 (0.2869) loss_cl: -0.2801 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [12:56:48.240094] Epoch: [232] [1900/2904] eta: 0:12:38 lr: 0.002039 loss: 0.1850 (0.1947) loss_rec_all: 0.2111 (0.2206) loss_rec_sfr: 0.2729 (0.2871) loss_cl: -0.2792 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [12:57:03.159643] Epoch: [232] [1920/2904] eta: 0:12:23 lr: 0.002039 loss: 0.1814 (0.1947) loss_rec_all: 0.2073 (0.2206) loss_rec_sfr: 0.2690 (0.2872) loss_cl: -0.2783 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [12:57:18.079891] Epoch: [232] [1940/2904] eta: 0:12:08 lr: 0.002039 loss: 0.1825 (0.1947) loss_rec_all: 0.2087 (0.2205) loss_rec_sfr: 0.2569 (0.2869) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [12:57:33.000124] Epoch: [232] [1960/2904] eta: 0:11:53 lr: 0.002039 loss: 0.1882 (0.1947) loss_rec_all: 0.2141 (0.2206) loss_rec_sfr: 0.2638 (0.2869) loss_cl: -0.2783 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [12:57:47.919357] Epoch: [232] [1980/2904] eta: 0:11:38 lr: 0.002039 loss: 0.1822 (0.1947) loss_rec_all: 0.2083 (0.2205) loss_rec_sfr: 0.2674 (0.2868) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [12:58:02.840416] Epoch: [232] [2000/2904] eta: 0:11:22 lr: 0.002039 loss: 0.1836 (0.1946) loss_rec_all: 0.2097 (0.2205) loss_rec_sfr: 0.2336 (0.2866) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [12:58:17.767864] Epoch: [232] [2020/2904] eta: 0:11:07 lr: 0.002039 loss: 0.1840 (0.1945) loss_rec_all: 0.2098 (0.2204) loss_rec_sfr: 0.2569 (0.2862) loss_cl: -0.2796 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [12:58:32.686257] Epoch: [232] [2040/2904] eta: 0:10:52 lr: 0.002039 loss: 0.1827 (0.1945) loss_rec_all: 0.2089 (0.2204) loss_rec_sfr: 0.2547 (0.2860) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [12:58:47.602360] Epoch: [232] [2060/2904] eta: 0:10:37 lr: 0.002039 loss: 0.1866 (0.1945) loss_rec_all: 0.2124 (0.2204) loss_rec_sfr: 0.2737 (0.2862) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [12:59:02.519693] Epoch: [232] [2080/2904] eta: 0:10:22 lr: 0.002039 loss: 0.1867 (0.1946) loss_rec_all: 0.2130 (0.2205) loss_rec_sfr: 0.2700 (0.2865) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [12:59:17.437090] Epoch: [232] [2100/2904] eta: 0:10:07 lr: 0.002039 loss: 0.1864 (0.1946) loss_rec_all: 0.2122 (0.2205) loss_rec_sfr: 0.2465 (0.2862) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [12:59:32.355151] Epoch: [232] [2120/2904] eta: 0:09:51 lr: 0.002039 loss: 0.1858 (0.1946) loss_rec_all: 0.2115 (0.2205) loss_rec_sfr: 0.2791 (0.2863) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [12:59:47.271049] Epoch: [232] [2140/2904] eta: 0:09:36 lr: 0.002039 loss: 0.1843 (0.1946) loss_rec_all: 0.2103 (0.2205) loss_rec_sfr: 0.2693 (0.2864) loss_cl: -0.2783 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [13:00:02.189443] Epoch: [232] [2160/2904] eta: 0:09:21 lr: 0.002039 loss: 0.1818 (0.1946) loss_rec_all: 0.2079 (0.2204) loss_rec_sfr: 0.2697 (0.2862) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [13:00:17.110623] Epoch: [232] [2180/2904] eta: 0:09:06 lr: 0.002039 loss: 0.1854 (0.1945) loss_rec_all: 0.2115 (0.2204) loss_rec_sfr: 0.2643 (0.2861) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [13:00:32.029726] Epoch: [232] [2200/2904] eta: 0:08:51 lr: 0.002039 loss: 0.1812 (0.1945) loss_rec_all: 0.2076 (0.2204) loss_rec_sfr: 0.2666 (0.2861) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [13:00:46.947378] Epoch: [232] [2220/2904] eta: 0:08:36 lr: 0.002039 loss: 0.1839 (0.1945) loss_rec_all: 0.2100 (0.2204) loss_rec_sfr: 0.2765 (0.2862) loss_cl: -0.2795 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [13:01:01.867431] Epoch: [232] [2240/2904] eta: 0:08:20 lr: 0.002039 loss: 0.1834 (0.1945) loss_rec_all: 0.2098 (0.2204) loss_rec_sfr: 0.2635 (0.2861) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [13:01:16.786991] Epoch: [232] [2260/2904] eta: 0:08:05 lr: 0.002039 loss: 0.1810 (0.1945) loss_rec_all: 0.2070 (0.2203) loss_rec_sfr: 0.2631 (0.2860) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [13:01:31.707457] Epoch: [232] [2280/2904] eta: 0:07:50 lr: 0.002039 loss: 0.1823 (0.1945) loss_rec_all: 0.2087 (0.2204) loss_rec_sfr: 0.2689 (0.2860) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [13:01:46.627695] Epoch: [232] [2300/2904] eta: 0:07:35 lr: 0.002039 loss: 0.1862 (0.1945) loss_rec_all: 0.2122 (0.2204) loss_rec_sfr: 0.2756 (0.2861) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [13:02:01.550316] Epoch: [232] [2320/2904] eta: 0:07:20 lr: 0.002039 loss: 0.1837 (0.1945) loss_rec_all: 0.2096 (0.2203) loss_rec_sfr: 0.2756 (0.2861) loss_cl: -0.2788 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [13:02:16.464487] Epoch: [232] [2340/2904] eta: 0:07:05 lr: 0.002039 loss: 0.1836 (0.1945) loss_rec_all: 0.2095 (0.2203) loss_rec_sfr: 0.2567 (0.2861) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [13:02:31.390094] Epoch: [232] [2360/2904] eta: 0:06:50 lr: 0.002039 loss: 0.1857 (0.1945) loss_rec_all: 0.2117 (0.2204) loss_rec_sfr: 0.2646 (0.2862) loss_cl: -0.2790 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [13:02:46.310845] Epoch: [232] [2380/2904] eta: 0:06:35 lr: 0.002039 loss: 0.1827 (0.1945) loss_rec_all: 0.2093 (0.2203) loss_rec_sfr: 0.2455 (0.2861) loss_cl: -0.2783 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [13:03:01.235036] Epoch: [232] [2400/2904] eta: 0:06:19 lr: 0.002039 loss: 0.1841 (0.1945) loss_rec_all: 0.2101 (0.2204) loss_rec_sfr: 0.2560 (0.2861) loss_cl: -0.2781 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [13:03:16.160267] Epoch: [232] [2420/2904] eta: 0:06:04 lr: 0.002039 loss: 0.1866 (0.1946) loss_rec_all: 0.2125 (0.2205) loss_rec_sfr: 0.2731 (0.2864) loss_cl: -0.2789 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [13:03:31.083979] Epoch: [232] [2440/2904] eta: 0:05:49 lr: 0.002039 loss: 0.1841 (0.1946) loss_rec_all: 0.2100 (0.2205) loss_rec_sfr: 0.2735 (0.2866) loss_cl: -0.2792 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [13:03:46.000325] Epoch: [232] [2460/2904] eta: 0:05:34 lr: 0.002038 loss: 0.1803 (0.1946) loss_rec_all: 0.2066 (0.2204) loss_rec_sfr: 0.2573 (0.2864) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [13:04:00.920745] Epoch: [232] [2480/2904] eta: 0:05:19 lr: 0.002038 loss: 0.1824 (0.1946) loss_rec_all: 0.2084 (0.2205) loss_rec_sfr: 0.2648 (0.2865) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [13:04:15.843481] Epoch: [232] [2500/2904] eta: 0:05:04 lr: 0.002038 loss: 0.1916 (0.1946) loss_rec_all: 0.2174 (0.2205) loss_rec_sfr: 0.2631 (0.2865) loss_cl: -0.2781 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [13:04:30.758665] Epoch: [232] [2520/2904] eta: 0:04:49 lr: 0.002038 loss: 0.1829 (0.1946) loss_rec_all: 0.2089 (0.2205) loss_rec_sfr: 0.2392 (0.2864) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [13:04:45.677534] Epoch: [232] [2540/2904] eta: 0:04:34 lr: 0.002038 loss: 0.1818 (0.1946) loss_rec_all: 0.2082 (0.2204) loss_rec_sfr: 0.2616 (0.2863) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [13:05:00.596338] Epoch: [232] [2560/2904] eta: 0:04:19 lr: 0.002038 loss: 0.1844 (0.1945) loss_rec_all: 0.2106 (0.2204) loss_rec_sfr: 0.2577 (0.2862) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [13:05:15.514756] Epoch: [232] [2580/2904] eta: 0:04:04 lr: 0.002038 loss: 0.1882 (0.1945) loss_rec_all: 0.2142 (0.2204) loss_rec_sfr: 0.2730 (0.2862) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [13:05:30.438643] Epoch: [232] [2600/2904] eta: 0:03:48 lr: 0.002038 loss: 0.1824 (0.1945) loss_rec_all: 0.2083 (0.2204) loss_rec_sfr: 0.2690 (0.2861) loss_cl: -0.2787 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [13:05:45.357194] Epoch: [232] [2620/2904] eta: 0:03:33 lr: 0.002038 loss: 0.1825 (0.1944) loss_rec_all: 0.2091 (0.2203) loss_rec_sfr: 0.2194 (0.2858) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [13:06:00.268671] Epoch: [232] [2640/2904] eta: 0:03:18 lr: 0.002038 loss: 0.1857 (0.1944) loss_rec_all: 0.2117 (0.2203) loss_rec_sfr: 0.2697 (0.2857) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [13:06:15.187162] Epoch: [232] [2660/2904] eta: 0:03:03 lr: 0.002038 loss: 0.1832 (0.1944) loss_rec_all: 0.2092 (0.2203) loss_rec_sfr: 0.2665 (0.2856) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [13:06:30.108187] Epoch: [232] [2680/2904] eta: 0:02:48 lr: 0.002038 loss: 0.1885 (0.1944) loss_rec_all: 0.2143 (0.2203) loss_rec_sfr: 0.2797 (0.2857) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [13:06:45.027690] Epoch: [232] [2700/2904] eta: 0:02:33 lr: 0.002038 loss: 0.1849 (0.1944) loss_rec_all: 0.2108 (0.2202) loss_rec_sfr: 0.2680 (0.2855) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [13:06:59.948171] Epoch: [232] [2720/2904] eta: 0:02:18 lr: 0.002038 loss: 0.1890 (0.1944) loss_rec_all: 0.2152 (0.2203) loss_rec_sfr: 0.2637 (0.2855) loss_cl: -0.2795 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [13:07:14.860518] Epoch: [232] [2740/2904] eta: 0:02:03 lr: 0.002038 loss: 0.1841 (0.1944) loss_rec_all: 0.2100 (0.2203) loss_rec_sfr: 0.2735 (0.2854) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [13:07:29.781534] Epoch: [232] [2760/2904] eta: 0:01:48 lr: 0.002038 loss: 0.1833 (0.1943) loss_rec_all: 0.2094 (0.2202) loss_rec_sfr: 0.2620 (0.2853) loss_cl: -0.2793 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [13:07:44.698180] Epoch: [232] [2780/2904] eta: 0:01:33 lr: 0.002038 loss: 0.1819 (0.1943) loss_rec_all: 0.2082 (0.2202) loss_rec_sfr: 0.2452 (0.2852) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [13:07:59.612163] Epoch: [232] [2800/2904] eta: 0:01:18 lr: 0.002038 loss: 0.1828 (0.1943) loss_rec_all: 0.2089 (0.2202) loss_rec_sfr: 0.2629 (0.2852) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [13:08:14.528892] Epoch: [232] [2820/2904] eta: 0:01:03 lr: 0.002038 loss: 0.1803 (0.1943) loss_rec_all: 0.2069 (0.2202) loss_rec_sfr: 0.2646 (0.2850) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [13:08:29.475589] Epoch: [232] [2840/2904] eta: 0:00:48 lr: 0.002038 loss: 0.1836 (0.1942) loss_rec_all: 0.2095 (0.2201) loss_rec_sfr: 0.2803 (0.2850) loss_cl: -0.2794 (-0.2788) time: 0.7473 data: 0.0024 max mem: 29860 [13:08:44.376313] Epoch: [232] [2860/2904] eta: 0:00:33 lr: 0.002038 loss: 0.1879 (0.1943) loss_rec_all: 0.2139 (0.2202) loss_rec_sfr: 0.2645 (0.2851) loss_cl: -0.2791 (-0.2788) time: 0.7450 data: 0.0001 max mem: 29860 [13:08:59.274437] Epoch: [232] [2880/2904] eta: 0:00:18 lr: 0.002038 loss: 0.1828 (0.1943) loss_rec_all: 0.2092 (0.2202) loss_rec_sfr: 0.2702 (0.2852) loss_cl: -0.2787 (-0.2788) time: 0.7449 data: 0.0001 max mem: 29860 [13:09:14.177595] Epoch: [232] [2900/2904] eta: 0:00:03 lr: 0.002038 loss: 0.1887 (0.1943) loss_rec_all: 0.2146 (0.2202) loss_rec_sfr: 0.2704 (0.2852) loss_cl: -0.2797 (-0.2788) time: 0.7451 data: 0.0001 max mem: 29860 [13:09:16.420077] Epoch: [232] [2903/2904] eta: 0:00:00 lr: 0.002038 loss: 0.1887 (0.1943) loss_rec_all: 0.2146 (0.2202) loss_rec_sfr: 0.2704 (0.2851) loss_cl: -0.2797 (-0.2788) time: 0.7451 data: 0.0001 max mem: 29860 [13:09:18.554647] Epoch: [232] Total time: 0:36:27 (0.7533 s / it) [13:09:18.577998] Averaged stats: lr: 0.002038 loss: 0.1887 (0.1970) loss_rec_all: 0.2146 (0.2206) loss_rec_sfr: 0.2704 (0.2870) loss_cl: -0.2797 (-0.2556) [13:09:18.582615] log_dir: ./checkpoint/VF2_ViT-B [13:09:35.630940] Epoch: [233] [ 0/2904] eta: 13:45:04 lr: 0.002038 loss: 0.1910 (0.1910) loss_rec_all: 0.2170 (0.2170) loss_rec_sfr: 0.2628 (0.2628) loss_cl: -0.2788 (-0.2788) time: 17.0472 data: 14.6894 max mem: 29860 [13:09:51.145342] Epoch: [233] [ 20/2904] eta: 1:14:31 lr: 0.002038 loss: 0.1858 (0.1911) loss_rec_all: 0.2120 (0.2171) loss_rec_sfr: 0.2652 (0.2748) loss_cl: -0.2794 (-0.2791) time: 0.7757 data: 0.0264 max mem: 29860 [13:10:06.030627] Epoch: [233] [ 40/2904] eta: 0:55:14 lr: 0.002038 loss: 0.1821 (0.1879) loss_rec_all: 0.2083 (0.2140) loss_rec_sfr: 0.2350 (0.2637) loss_cl: -0.2792 (-0.2789) time: 0.7442 data: 0.0002 max mem: 29860 [13:10:20.911437] Epoch: [233] [ 60/2904] eta: 0:48:25 lr: 0.002038 loss: 0.1832 (0.1914) loss_rec_all: 0.2090 (0.2173) loss_rec_sfr: 0.2764 (0.2809) loss_cl: -0.2775 (-0.2783) time: 0.7440 data: 0.0002 max mem: 29860 [13:10:35.950136] Epoch: [233] [ 80/2904] eta: 0:44:57 lr: 0.002038 loss: 0.1849 (0.1925) loss_rec_all: 0.2109 (0.2184) loss_rec_sfr: 0.2651 (0.2841) loss_cl: -0.2793 (-0.2785) time: 0.7519 data: 0.0002 max mem: 29860 [13:10:50.853504] Epoch: [233] [ 100/2904] eta: 0:42:41 lr: 0.002038 loss: 0.1808 (0.1910) loss_rec_all: 0.2068 (0.2170) loss_rec_sfr: 0.2279 (0.2781) loss_cl: -0.2788 (-0.2786) time: 0.7451 data: 0.0002 max mem: 29860 [13:11:05.763566] Epoch: [233] [ 120/2904] eta: 0:41:05 lr: 0.002038 loss: 0.1826 (0.1906) loss_rec_all: 0.2088 (0.2166) loss_rec_sfr: 0.2737 (0.2793) loss_cl: -0.2797 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [13:11:20.684488] Epoch: [233] [ 140/2904] eta: 0:39:53 lr: 0.002038 loss: 0.1835 (0.1905) loss_rec_all: 0.2095 (0.2164) loss_rec_sfr: 0.2722 (0.2798) loss_cl: -0.2799 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [13:11:35.618130] Epoch: [233] [ 160/2904] eta: 0:38:55 lr: 0.002038 loss: 0.1868 (0.1917) loss_rec_all: 0.2129 (0.2176) loss_rec_sfr: 0.2727 (0.2829) loss_cl: -0.2787 (-0.2789) time: 0.7466 data: 0.0003 max mem: 29860 [13:11:50.528605] Epoch: [233] [ 180/2904] eta: 0:38:06 lr: 0.002038 loss: 0.1832 (0.1923) loss_rec_all: 0.2092 (0.2182) loss_rec_sfr: 0.2717 (0.2850) loss_cl: -0.2796 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [13:12:05.438850] Epoch: [233] [ 200/2904] eta: 0:37:24 lr: 0.002038 loss: 0.1830 (0.1923) loss_rec_all: 0.2090 (0.2182) loss_rec_sfr: 0.2708 (0.2852) loss_cl: -0.2791 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [13:12:20.350814] Epoch: [233] [ 220/2904] eta: 0:36:47 lr: 0.002038 loss: 0.1888 (0.1932) loss_rec_all: 0.2149 (0.2191) loss_rec_sfr: 0.2697 (0.2875) loss_cl: -0.2776 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [13:12:35.268730] Epoch: [233] [ 240/2904] eta: 0:36:14 lr: 0.002038 loss: 0.1884 (0.1938) loss_rec_all: 0.2146 (0.2196) loss_rec_sfr: 0.2738 (0.2887) loss_cl: -0.2778 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [13:12:50.206758] Epoch: [233] [ 260/2904] eta: 0:35:43 lr: 0.002038 loss: 0.1846 (0.1935) loss_rec_all: 0.2109 (0.2193) loss_rec_sfr: 0.2621 (0.2872) loss_cl: -0.2791 (-0.2788) time: 0.7469 data: 0.0002 max mem: 29860 [13:13:05.125550] Epoch: [233] [ 280/2904] eta: 0:35:15 lr: 0.002038 loss: 0.1896 (0.1942) loss_rec_all: 0.2161 (0.2200) loss_rec_sfr: 0.2624 (0.2883) loss_cl: -0.2784 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [13:13:20.042041] Epoch: [233] [ 300/2904] eta: 0:34:48 lr: 0.002038 loss: 0.1796 (0.1936) loss_rec_all: 0.2059 (0.2194) loss_rec_sfr: 0.2631 (0.2864) loss_cl: -0.2779 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [13:13:34.956383] Epoch: [233] [ 320/2904] eta: 0:34:23 lr: 0.002038 loss: 0.1862 (0.1939) loss_rec_all: 0.2125 (0.2197) loss_rec_sfr: 0.2732 (0.2876) loss_cl: -0.2778 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [13:13:49.894038] Epoch: [233] [ 340/2904] eta: 0:33:59 lr: 0.002038 loss: 0.1840 (0.1937) loss_rec_all: 0.2106 (0.2196) loss_rec_sfr: 0.2490 (0.2859) loss_cl: -0.2784 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [13:14:04.804868] Epoch: [233] [ 360/2904] eta: 0:33:36 lr: 0.002038 loss: 0.1834 (0.1937) loss_rec_all: 0.2094 (0.2195) loss_rec_sfr: 0.2733 (0.2865) loss_cl: -0.2787 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [13:14:19.876393] Epoch: [233] [ 380/2904] eta: 0:33:15 lr: 0.002037 loss: 0.1822 (0.1936) loss_rec_all: 0.2082 (0.2195) loss_rec_sfr: 0.2751 (0.2864) loss_cl: -0.2791 (-0.2788) time: 0.7535 data: 0.0002 max mem: 29860 [13:14:34.793779] Epoch: [233] [ 400/2904] eta: 0:32:54 lr: 0.002037 loss: 0.1866 (0.1941) loss_rec_all: 0.2124 (0.2200) loss_rec_sfr: 0.2486 (0.2872) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [13:14:49.711421] Epoch: [233] [ 420/2904] eta: 0:32:33 lr: 0.002037 loss: 0.1833 (0.1940) loss_rec_all: 0.2091 (0.2199) loss_rec_sfr: 0.2723 (0.2872) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [13:15:04.625753] Epoch: [233] [ 440/2904] eta: 0:32:13 lr: 0.002037 loss: 0.1835 (0.1939) loss_rec_all: 0.2101 (0.2198) loss_rec_sfr: 0.2666 (0.2869) loss_cl: -0.2783 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [13:15:19.543047] Epoch: [233] [ 460/2904] eta: 0:31:53 lr: 0.002037 loss: 0.1812 (0.1937) loss_rec_all: 0.2075 (0.2196) loss_rec_sfr: 0.2640 (0.2861) loss_cl: -0.2794 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [13:15:34.460559] Epoch: [233] [ 480/2904] eta: 0:31:34 lr: 0.002037 loss: 0.1835 (0.1936) loss_rec_all: 0.2095 (0.2195) loss_rec_sfr: 0.2604 (0.2857) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [13:15:49.374737] Epoch: [233] [ 500/2904] eta: 0:31:15 lr: 0.002037 loss: 0.1823 (0.1934) loss_rec_all: 0.2086 (0.2193) loss_rec_sfr: 0.2304 (0.2847) loss_cl: -0.2780 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [13:16:04.287326] Epoch: [233] [ 520/2904] eta: 0:30:56 lr: 0.002037 loss: 0.1898 (0.1934) loss_rec_all: 0.2157 (0.2193) loss_rec_sfr: 0.2648 (0.2844) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [13:16:19.205713] Epoch: [233] [ 540/2904] eta: 0:30:37 lr: 0.002037 loss: 0.1869 (0.1934) loss_rec_all: 0.2128 (0.2193) loss_rec_sfr: 0.2629 (0.2841) loss_cl: -0.2778 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [13:16:34.121219] Epoch: [233] [ 560/2904] eta: 0:30:19 lr: 0.002037 loss: 0.1815 (0.1932) loss_rec_all: 0.2076 (0.2191) loss_rec_sfr: 0.2502 (0.2830) loss_cl: -0.2800 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [13:16:49.039020] Epoch: [233] [ 580/2904] eta: 0:30:01 lr: 0.002037 loss: 0.1818 (0.1929) loss_rec_all: 0.2078 (0.2188) loss_rec_sfr: 0.2707 (0.2826) loss_cl: -0.2793 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [13:17:03.958161] Epoch: [233] [ 600/2904] eta: 0:29:43 lr: 0.002037 loss: 0.1816 (0.1928) loss_rec_all: 0.2080 (0.2187) loss_rec_sfr: 0.2226 (0.2813) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [13:17:18.876405] Epoch: [233] [ 620/2904] eta: 0:29:26 lr: 0.002037 loss: 0.1846 (0.1929) loss_rec_all: 0.2111 (0.2189) loss_rec_sfr: 0.2695 (0.2817) loss_cl: -0.2783 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [13:17:33.785985] Epoch: [233] [ 640/2904] eta: 0:29:08 lr: 0.002037 loss: 0.1830 (0.1927) loss_rec_all: 0.2089 (0.2186) loss_rec_sfr: 0.2438 (0.2811) loss_cl: -0.2791 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [13:17:48.697823] Epoch: [233] [ 660/2904] eta: 0:28:51 lr: 0.002037 loss: 0.1911 (0.1929) loss_rec_all: 0.2175 (0.2188) loss_rec_sfr: 0.2651 (0.2811) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [13:18:03.612381] Epoch: [233] [ 680/2904] eta: 0:28:34 lr: 0.002037 loss: 0.1814 (0.1927) loss_rec_all: 0.2075 (0.2186) loss_rec_sfr: 0.2632 (0.2806) loss_cl: -0.2784 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [13:18:18.523622] Epoch: [233] [ 700/2904] eta: 0:28:17 lr: 0.002037 loss: 0.1827 (0.1928) loss_rec_all: 0.2093 (0.2187) loss_rec_sfr: 0.2627 (0.2807) loss_cl: -0.2794 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [13:18:33.435406] Epoch: [233] [ 720/2904] eta: 0:28:00 lr: 0.002037 loss: 0.1828 (0.1928) loss_rec_all: 0.2092 (0.2187) loss_rec_sfr: 0.2755 (0.2809) loss_cl: -0.2794 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [13:18:48.346640] Epoch: [233] [ 740/2904] eta: 0:27:43 lr: 0.002037 loss: 0.1862 (0.1929) loss_rec_all: 0.2120 (0.2188) loss_rec_sfr: 0.2478 (0.2810) loss_cl: -0.2792 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [13:19:03.255840] Epoch: [233] [ 760/2904] eta: 0:27:27 lr: 0.002037 loss: 0.1866 (0.1929) loss_rec_all: 0.2124 (0.2188) loss_rec_sfr: 0.2655 (0.2812) loss_cl: -0.2783 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [13:19:18.170687] Epoch: [233] [ 780/2904] eta: 0:27:10 lr: 0.002037 loss: 0.1828 (0.1929) loss_rec_all: 0.2090 (0.2188) loss_rec_sfr: 0.2292 (0.2810) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [13:19:33.085850] Epoch: [233] [ 800/2904] eta: 0:26:54 lr: 0.002037 loss: 0.1811 (0.1930) loss_rec_all: 0.2070 (0.2189) loss_rec_sfr: 0.2736 (0.2813) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [13:19:48.001599] Epoch: [233] [ 820/2904] eta: 0:26:37 lr: 0.002037 loss: 0.1851 (0.1929) loss_rec_all: 0.2112 (0.2188) loss_rec_sfr: 0.2639 (0.2809) loss_cl: -0.2795 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [13:20:02.918702] Epoch: [233] [ 840/2904] eta: 0:26:21 lr: 0.002037 loss: 0.1832 (0.1929) loss_rec_all: 0.2091 (0.2188) loss_rec_sfr: 0.2707 (0.2810) loss_cl: -0.2805 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [13:20:17.831673] Epoch: [233] [ 860/2904] eta: 0:26:04 lr: 0.002037 loss: 0.1851 (0.1928) loss_rec_all: 0.2117 (0.2188) loss_rec_sfr: 0.2616 (0.2807) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [13:20:32.744254] Epoch: [233] [ 880/2904] eta: 0:25:48 lr: 0.002037 loss: 0.1856 (0.1929) loss_rec_all: 0.2115 (0.2188) loss_rec_sfr: 0.2684 (0.2812) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [13:20:47.657633] Epoch: [233] [ 900/2904] eta: 0:25:32 lr: 0.002037 loss: 0.1817 (0.1928) loss_rec_all: 0.2075 (0.2187) loss_rec_sfr: 0.2699 (0.2811) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [13:21:02.569960] Epoch: [233] [ 920/2904] eta: 0:25:16 lr: 0.002037 loss: 0.1810 (0.1927) loss_rec_all: 0.2072 (0.2187) loss_rec_sfr: 0.2608 (0.2808) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [13:21:17.491230] Epoch: [233] [ 940/2904] eta: 0:25:00 lr: 0.002037 loss: 0.1851 (0.1929) loss_rec_all: 0.2112 (0.2188) loss_rec_sfr: 0.2681 (0.2814) loss_cl: -0.2797 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [13:21:32.404383] Epoch: [233] [ 960/2904] eta: 0:24:44 lr: 0.002037 loss: 0.1856 (0.1929) loss_rec_all: 0.2121 (0.2188) loss_rec_sfr: 0.2661 (0.2814) loss_cl: -0.2798 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [13:21:47.310224] Epoch: [233] [ 980/2904] eta: 0:24:28 lr: 0.002037 loss: 0.1869 (0.1929) loss_rec_all: 0.2128 (0.2188) loss_rec_sfr: 0.2656 (0.2814) loss_cl: -0.2789 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [13:22:02.225905] Epoch: [233] [1000/2904] eta: 0:24:12 lr: 0.002037 loss: 0.1842 (0.1929) loss_rec_all: 0.2105 (0.2188) loss_rec_sfr: 0.2638 (0.2812) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [13:22:17.137303] Epoch: [233] [1020/2904] eta: 0:23:56 lr: 0.002037 loss: 0.1845 (0.1930) loss_rec_all: 0.2112 (0.2189) loss_rec_sfr: 0.2675 (0.2814) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [13:22:32.053480] Epoch: [233] [1040/2904] eta: 0:23:40 lr: 0.002037 loss: 0.1836 (0.1929) loss_rec_all: 0.2094 (0.2188) loss_rec_sfr: 0.2347 (0.2812) loss_cl: -0.2794 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [13:22:46.964270] Epoch: [233] [1060/2904] eta: 0:23:24 lr: 0.002037 loss: 0.1838 (0.1928) loss_rec_all: 0.2100 (0.2187) loss_rec_sfr: 0.2629 (0.2809) loss_cl: -0.2803 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [13:23:01.884630] Epoch: [233] [1080/2904] eta: 0:23:09 lr: 0.002037 loss: 0.1869 (0.1928) loss_rec_all: 0.2132 (0.2187) loss_rec_sfr: 0.2595 (0.2806) loss_cl: -0.2797 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [13:23:16.800063] Epoch: [233] [1100/2904] eta: 0:22:53 lr: 0.002037 loss: 0.1838 (0.1929) loss_rec_all: 0.2098 (0.2188) loss_rec_sfr: 0.2370 (0.2807) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [13:23:31.715331] Epoch: [233] [1120/2904] eta: 0:22:37 lr: 0.002037 loss: 0.1845 (0.1930) loss_rec_all: 0.2106 (0.2189) loss_rec_sfr: 0.2745 (0.2813) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [13:23:46.629588] Epoch: [233] [1140/2904] eta: 0:22:21 lr: 0.002037 loss: 0.1826 (0.1930) loss_rec_all: 0.2087 (0.2189) loss_rec_sfr: 0.2743 (0.2814) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [13:24:01.544074] Epoch: [233] [1160/2904] eta: 0:22:06 lr: 0.002037 loss: 0.1843 (0.1930) loss_rec_all: 0.2101 (0.2189) loss_rec_sfr: 0.2719 (0.2816) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [13:24:16.454302] Epoch: [233] [1180/2904] eta: 0:21:50 lr: 0.002036 loss: 0.1828 (0.1931) loss_rec_all: 0.2091 (0.2190) loss_rec_sfr: 0.2580 (0.2816) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [13:24:31.364311] Epoch: [233] [1200/2904] eta: 0:21:34 lr: 0.002036 loss: 0.1826 (0.1930) loss_rec_all: 0.2089 (0.2189) loss_rec_sfr: 0.2384 (0.2812) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [13:24:46.272162] Epoch: [233] [1220/2904] eta: 0:21:19 lr: 0.002036 loss: 0.1881 (0.1930) loss_rec_all: 0.2141 (0.2190) loss_rec_sfr: 0.2679 (0.2813) loss_cl: -0.2786 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [13:25:01.184418] Epoch: [233] [1240/2904] eta: 0:21:03 lr: 0.002036 loss: 0.1825 (0.1929) loss_rec_all: 0.2084 (0.2189) loss_rec_sfr: 0.2652 (0.2812) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [13:25:16.094990] Epoch: [233] [1260/2904] eta: 0:20:48 lr: 0.002036 loss: 0.1835 (0.1928) loss_rec_all: 0.2093 (0.2188) loss_rec_sfr: 0.2747 (0.2809) loss_cl: -0.2785 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [13:25:31.015342] Epoch: [233] [1280/2904] eta: 0:20:32 lr: 0.002036 loss: 0.1856 (0.1930) loss_rec_all: 0.2117 (0.2190) loss_rec_sfr: 0.2757 (0.2817) loss_cl: -0.2795 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [13:25:45.932093] Epoch: [233] [1300/2904] eta: 0:20:17 lr: 0.002036 loss: 0.1833 (0.1931) loss_rec_all: 0.2095 (0.2190) loss_rec_sfr: 0.2652 (0.2818) loss_cl: -0.2796 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [13:26:00.852165] Epoch: [233] [1320/2904] eta: 0:20:01 lr: 0.002036 loss: 0.1831 (0.1930) loss_rec_all: 0.2093 (0.2190) loss_rec_sfr: 0.2394 (0.2816) loss_cl: -0.2782 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [13:26:15.768661] Epoch: [233] [1340/2904] eta: 0:19:46 lr: 0.002036 loss: 0.1826 (0.1931) loss_rec_all: 0.2084 (0.2190) loss_rec_sfr: 0.2592 (0.2817) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [13:26:30.685343] Epoch: [233] [1360/2904] eta: 0:19:30 lr: 0.002036 loss: 0.1813 (0.1930) loss_rec_all: 0.2079 (0.2189) loss_rec_sfr: 0.2341 (0.2814) loss_cl: -0.2797 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [13:26:45.598254] Epoch: [233] [1380/2904] eta: 0:19:15 lr: 0.002036 loss: 0.1812 (0.1930) loss_rec_all: 0.2070 (0.2189) loss_rec_sfr: 0.2647 (0.2813) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [13:27:00.508333] Epoch: [233] [1400/2904] eta: 0:18:59 lr: 0.002036 loss: 0.1854 (0.1930) loss_rec_all: 0.2112 (0.2189) loss_rec_sfr: 0.2607 (0.2814) loss_cl: -0.2782 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [13:27:15.419767] Epoch: [233] [1420/2904] eta: 0:18:44 lr: 0.002036 loss: 0.1875 (0.1931) loss_rec_all: 0.2139 (0.2190) loss_rec_sfr: 0.2705 (0.2815) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [13:27:30.335126] Epoch: [233] [1440/2904] eta: 0:18:29 lr: 0.002036 loss: 0.1822 (0.1931) loss_rec_all: 0.2087 (0.2190) loss_rec_sfr: 0.2679 (0.2817) loss_cl: -0.2798 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [13:27:45.254853] Epoch: [233] [1460/2904] eta: 0:18:13 lr: 0.002036 loss: 0.1840 (0.1931) loss_rec_all: 0.2103 (0.2190) loss_rec_sfr: 0.2650 (0.2817) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [13:28:00.175562] Epoch: [233] [1480/2904] eta: 0:17:58 lr: 0.002036 loss: 0.1845 (0.1931) loss_rec_all: 0.2104 (0.2190) loss_rec_sfr: 0.2561 (0.2816) loss_cl: -0.2784 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [13:28:15.099142] Epoch: [233] [1500/2904] eta: 0:17:43 lr: 0.002036 loss: 0.1795 (0.1931) loss_rec_all: 0.2056 (0.2190) loss_rec_sfr: 0.2669 (0.2815) loss_cl: -0.2789 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [13:28:30.018244] Epoch: [233] [1520/2904] eta: 0:17:27 lr: 0.002036 loss: 0.1828 (0.1930) loss_rec_all: 0.2090 (0.2189) loss_rec_sfr: 0.2644 (0.2813) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [13:28:44.930179] Epoch: [233] [1540/2904] eta: 0:17:12 lr: 0.002036 loss: 0.1883 (0.1930) loss_rec_all: 0.2142 (0.2189) loss_rec_sfr: 0.2638 (0.2811) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [13:28:59.841883] Epoch: [233] [1560/2904] eta: 0:16:56 lr: 0.002036 loss: 0.1801 (0.1930) loss_rec_all: 0.2065 (0.2189) loss_rec_sfr: 0.2685 (0.2811) loss_cl: -0.2793 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [13:29:14.753809] Epoch: [233] [1580/2904] eta: 0:16:41 lr: 0.002036 loss: 0.1846 (0.1932) loss_rec_all: 0.2108 (0.2191) loss_rec_sfr: 0.2829 (0.2817) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [13:29:29.664731] Epoch: [233] [1600/2904] eta: 0:16:26 lr: 0.002036 loss: 0.1794 (0.1931) loss_rec_all: 0.2057 (0.2190) loss_rec_sfr: 0.2278 (0.2815) loss_cl: -0.2792 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [13:29:44.576082] Epoch: [233] [1620/2904] eta: 0:16:11 lr: 0.002036 loss: 0.1852 (0.1932) loss_rec_all: 0.2112 (0.2191) loss_rec_sfr: 0.2759 (0.2818) loss_cl: -0.2793 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [13:29:59.480967] Epoch: [233] [1640/2904] eta: 0:15:55 lr: 0.002036 loss: 0.1815 (0.1931) loss_rec_all: 0.2077 (0.2190) loss_rec_sfr: 0.2372 (0.2816) loss_cl: -0.2793 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [13:30:14.396827] Epoch: [233] [1660/2904] eta: 0:15:40 lr: 0.002036 loss: 0.1833 (0.1930) loss_rec_all: 0.2098 (0.2189) loss_rec_sfr: 0.2575 (0.2814) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [13:30:29.334146] Epoch: [233] [1680/2904] eta: 0:15:25 lr: 0.002036 loss: 0.1846 (0.1931) loss_rec_all: 0.2104 (0.2190) loss_rec_sfr: 0.2639 (0.2815) loss_cl: -0.2784 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [13:30:44.284404] Epoch: [233] [1700/2904] eta: 0:15:09 lr: 0.002036 loss: 0.1852 (0.1931) loss_rec_all: 0.2115 (0.2190) loss_rec_sfr: 0.2707 (0.2817) loss_cl: -0.2789 (-0.2788) time: 0.7475 data: 0.0002 max mem: 29860 [13:30:59.237769] Epoch: [233] [1720/2904] eta: 0:14:54 lr: 0.002036 loss: 0.1828 (0.1930) loss_rec_all: 0.2087 (0.2189) loss_rec_sfr: 0.2666 (0.2815) loss_cl: -0.2784 (-0.2788) time: 0.7476 data: 0.0002 max mem: 29860 [13:31:14.178425] Epoch: [233] [1740/2904] eta: 0:14:39 lr: 0.002036 loss: 0.1821 (0.1930) loss_rec_all: 0.2084 (0.2189) loss_rec_sfr: 0.2569 (0.2815) loss_cl: -0.2790 (-0.2788) time: 0.7470 data: 0.0002 max mem: 29860 [13:31:29.119173] Epoch: [233] [1760/2904] eta: 0:14:24 lr: 0.002036 loss: 0.1820 (0.1929) loss_rec_all: 0.2080 (0.2188) loss_rec_sfr: 0.2715 (0.2814) loss_cl: -0.2787 (-0.2788) time: 0.7470 data: 0.0002 max mem: 29860 [13:31:44.075897] Epoch: [233] [1780/2904] eta: 0:14:09 lr: 0.002036 loss: 0.1834 (0.1930) loss_rec_all: 0.2094 (0.2189) loss_rec_sfr: 0.2758 (0.2816) loss_cl: -0.2789 (-0.2788) time: 0.7478 data: 0.0002 max mem: 29860 [13:31:59.032025] Epoch: [233] [1800/2904] eta: 0:13:53 lr: 0.002036 loss: 0.1847 (0.1930) loss_rec_all: 0.2106 (0.2189) loss_rec_sfr: 0.2622 (0.2815) loss_cl: -0.2788 (-0.2788) time: 0.7478 data: 0.0002 max mem: 29860 [13:32:14.001208] Epoch: [233] [1820/2904] eta: 0:13:38 lr: 0.002036 loss: 0.1853 (0.1930) loss_rec_all: 0.2114 (0.2189) loss_rec_sfr: 0.2697 (0.2816) loss_cl: -0.2798 (-0.2788) time: 0.7484 data: 0.0002 max mem: 29860 [13:32:28.972114] Epoch: [233] [1840/2904] eta: 0:13:23 lr: 0.002036 loss: 0.1832 (0.1931) loss_rec_all: 0.2095 (0.2190) loss_rec_sfr: 0.2714 (0.2819) loss_cl: -0.2790 (-0.2788) time: 0.7485 data: 0.0002 max mem: 29860 [13:32:43.933656] Epoch: [233] [1860/2904] eta: 0:13:08 lr: 0.002036 loss: 0.1872 (0.1931) loss_rec_all: 0.2130 (0.2190) loss_rec_sfr: 0.2687 (0.2821) loss_cl: -0.2781 (-0.2788) time: 0.7480 data: 0.0002 max mem: 29860 [13:32:58.943624] Epoch: [233] [1880/2904] eta: 0:12:53 lr: 0.002036 loss: 0.1808 (0.1931) loss_rec_all: 0.2067 (0.2190) loss_rec_sfr: 0.2308 (0.2820) loss_cl: -0.2787 (-0.2788) time: 0.7505 data: 0.0002 max mem: 29860 [13:33:13.953424] Epoch: [233] [1900/2904] eta: 0:12:38 lr: 0.002036 loss: 0.1851 (0.1931) loss_rec_all: 0.2109 (0.2190) loss_rec_sfr: 0.2679 (0.2822) loss_cl: -0.2782 (-0.2788) time: 0.7504 data: 0.0002 max mem: 29860 [13:33:28.909972] Epoch: [233] [1920/2904] eta: 0:12:22 lr: 0.002036 loss: 0.1801 (0.1930) loss_rec_all: 0.2061 (0.2189) loss_rec_sfr: 0.2319 (0.2817) loss_cl: -0.2792 (-0.2788) time: 0.7478 data: 0.0002 max mem: 29860 [13:33:43.875623] Epoch: [233] [1940/2904] eta: 0:12:07 lr: 0.002036 loss: 0.1834 (0.1930) loss_rec_all: 0.2093 (0.2189) loss_rec_sfr: 0.2739 (0.2818) loss_cl: -0.2788 (-0.2788) time: 0.7482 data: 0.0002 max mem: 29860 [13:33:58.819539] Epoch: [233] [1960/2904] eta: 0:11:52 lr: 0.002036 loss: 0.1836 (0.1930) loss_rec_all: 0.2100 (0.2189) loss_rec_sfr: 0.2633 (0.2817) loss_cl: -0.2795 (-0.2788) time: 0.7472 data: 0.0002 max mem: 29860 [13:34:13.750107] Epoch: [233] [1980/2904] eta: 0:11:37 lr: 0.002036 loss: 0.1878 (0.1931) loss_rec_all: 0.2142 (0.2190) loss_rec_sfr: 0.2647 (0.2819) loss_cl: -0.2787 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [13:34:28.674415] Epoch: [233] [2000/2904] eta: 0:11:22 lr: 0.002035 loss: 0.1842 (0.1930) loss_rec_all: 0.2107 (0.2190) loss_rec_sfr: 0.2684 (0.2818) loss_cl: -0.2784 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [13:34:43.612617] Epoch: [233] [2020/2904] eta: 0:11:07 lr: 0.002035 loss: 0.1823 (0.1931) loss_rec_all: 0.2085 (0.2190) loss_rec_sfr: 0.2332 (0.2818) loss_cl: -0.2789 (-0.2788) time: 0.7469 data: 0.0002 max mem: 29860 [13:34:58.547458] Epoch: [233] [2040/2904] eta: 0:10:51 lr: 0.002035 loss: 0.1842 (0.1931) loss_rec_all: 0.2101 (0.2190) loss_rec_sfr: 0.2762 (0.2821) loss_cl: -0.2792 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [13:35:13.477697] Epoch: [233] [2060/2904] eta: 0:10:36 lr: 0.002035 loss: 0.1836 (0.1932) loss_rec_all: 0.2095 (0.2191) loss_rec_sfr: 0.2679 (0.2822) loss_cl: -0.2790 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [13:35:28.424220] Epoch: [233] [2080/2904] eta: 0:10:21 lr: 0.002035 loss: 0.1866 (0.1932) loss_rec_all: 0.2127 (0.2191) loss_rec_sfr: 0.2784 (0.2824) loss_cl: -0.2791 (-0.2788) time: 0.7473 data: 0.0002 max mem: 29860 [13:35:43.347135] Epoch: [233] [2100/2904] eta: 0:10:06 lr: 0.002035 loss: 0.1808 (0.1931) loss_rec_all: 0.2069 (0.2191) loss_rec_sfr: 0.2380 (0.2822) loss_cl: -0.2796 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [13:35:58.261164] Epoch: [233] [2120/2904] eta: 0:09:51 lr: 0.002035 loss: 0.1813 (0.1931) loss_rec_all: 0.2075 (0.2190) loss_rec_sfr: 0.2706 (0.2822) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [13:36:13.171093] Epoch: [233] [2140/2904] eta: 0:09:36 lr: 0.002035 loss: 0.1837 (0.1931) loss_rec_all: 0.2104 (0.2190) loss_rec_sfr: 0.2703 (0.2822) loss_cl: -0.2785 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [13:36:28.076304] Epoch: [233] [2160/2904] eta: 0:09:20 lr: 0.002035 loss: 0.1862 (0.1932) loss_rec_all: 0.2125 (0.2191) loss_rec_sfr: 0.2669 (0.2824) loss_cl: -0.2791 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [13:36:42.988612] Epoch: [233] [2180/2904] eta: 0:09:05 lr: 0.002035 loss: 0.1866 (0.1932) loss_rec_all: 0.2125 (0.2191) loss_rec_sfr: 0.2681 (0.2824) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [13:36:57.902182] Epoch: [233] [2200/2904] eta: 0:08:50 lr: 0.002035 loss: 0.1826 (0.1932) loss_rec_all: 0.2086 (0.2191) loss_rec_sfr: 0.2674 (0.2825) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [13:37:12.815299] Epoch: [233] [2220/2904] eta: 0:08:35 lr: 0.002035 loss: 0.1841 (0.1933) loss_rec_all: 0.2105 (0.2192) loss_rec_sfr: 0.2686 (0.2826) loss_cl: -0.2793 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [13:37:27.728203] Epoch: [233] [2240/2904] eta: 0:08:20 lr: 0.002035 loss: 0.1859 (0.1933) loss_rec_all: 0.2118 (0.2192) loss_rec_sfr: 0.2707 (0.2827) loss_cl: -0.2796 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [13:37:42.641039] Epoch: [233] [2260/2904] eta: 0:08:05 lr: 0.002035 loss: 0.1835 (0.1933) loss_rec_all: 0.2098 (0.2192) loss_rec_sfr: 0.2647 (0.2826) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [13:37:57.555893] Epoch: [233] [2280/2904] eta: 0:07:50 lr: 0.002035 loss: 0.1880 (0.1933) loss_rec_all: 0.2142 (0.2192) loss_rec_sfr: 0.2655 (0.2827) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [13:38:12.467843] Epoch: [233] [2300/2904] eta: 0:07:35 lr: 0.002035 loss: 0.1842 (0.1932) loss_rec_all: 0.2106 (0.2191) loss_rec_sfr: 0.2612 (0.2825) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [13:38:27.378719] Epoch: [233] [2320/2904] eta: 0:07:20 lr: 0.002035 loss: 0.1791 (0.1931) loss_rec_all: 0.2049 (0.2191) loss_rec_sfr: 0.2677 (0.2822) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [13:38:42.290269] Epoch: [233] [2340/2904] eta: 0:07:04 lr: 0.002035 loss: 0.1816 (0.1931) loss_rec_all: 0.2076 (0.2190) loss_rec_sfr: 0.2636 (0.2821) loss_cl: -0.2791 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [13:38:57.199691] Epoch: [233] [2360/2904] eta: 0:06:49 lr: 0.002035 loss: 0.1829 (0.1931) loss_rec_all: 0.2090 (0.2190) loss_rec_sfr: 0.2283 (0.2819) loss_cl: -0.2788 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [13:39:12.111541] Epoch: [233] [2380/2904] eta: 0:06:34 lr: 0.002035 loss: 0.1839 (0.1931) loss_rec_all: 0.2099 (0.2190) loss_rec_sfr: 0.2730 (0.2821) loss_cl: -0.2778 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [13:39:27.026133] Epoch: [233] [2400/2904] eta: 0:06:19 lr: 0.002035 loss: 0.1812 (0.1931) loss_rec_all: 0.2076 (0.2190) loss_rec_sfr: 0.2674 (0.2820) loss_cl: -0.2797 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [13:39:41.935151] Epoch: [233] [2420/2904] eta: 0:06:04 lr: 0.002035 loss: 0.1847 (0.1931) loss_rec_all: 0.2108 (0.2190) loss_rec_sfr: 0.2734 (0.2821) loss_cl: -0.2799 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [13:39:56.841949] Epoch: [233] [2440/2904] eta: 0:05:49 lr: 0.002035 loss: 0.1844 (0.1932) loss_rec_all: 0.2102 (0.2191) loss_rec_sfr: 0.2787 (0.2823) loss_cl: -0.2781 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [13:40:11.749322] Epoch: [233] [2460/2904] eta: 0:05:34 lr: 0.002035 loss: 0.1827 (0.1932) loss_rec_all: 0.2089 (0.2191) loss_rec_sfr: 0.2740 (0.2824) loss_cl: -0.2781 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [13:40:26.664038] Epoch: [233] [2480/2904] eta: 0:05:19 lr: 0.002035 loss: 0.1851 (0.1932) loss_rec_all: 0.2111 (0.2191) loss_rec_sfr: 0.2346 (0.2824) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [13:40:41.573114] Epoch: [233] [2500/2904] eta: 0:05:04 lr: 0.002035 loss: 0.1864 (0.1932) loss_rec_all: 0.2128 (0.2191) loss_rec_sfr: 0.2610 (0.2824) loss_cl: -0.2790 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [13:40:56.486598] Epoch: [233] [2520/2904] eta: 0:04:49 lr: 0.002035 loss: 0.1850 (0.1932) loss_rec_all: 0.2109 (0.2191) loss_rec_sfr: 0.2675 (0.2825) loss_cl: -0.2801 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [13:41:11.394183] Epoch: [233] [2540/2904] eta: 0:04:33 lr: 0.002035 loss: 0.1877 (0.1933) loss_rec_all: 0.2137 (0.2192) loss_rec_sfr: 0.2681 (0.2826) loss_cl: -0.2787 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [13:41:26.304543] Epoch: [233] [2560/2904] eta: 0:04:18 lr: 0.002035 loss: 0.1838 (0.1932) loss_rec_all: 0.2098 (0.2191) loss_rec_sfr: 0.2405 (0.2824) loss_cl: -0.2778 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [13:41:41.219693] Epoch: [233] [2580/2904] eta: 0:04:03 lr: 0.002035 loss: 0.1843 (0.1932) loss_rec_all: 0.2101 (0.2191) loss_rec_sfr: 0.2644 (0.2824) loss_cl: -0.2776 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [13:41:56.133812] Epoch: [233] [2600/2904] eta: 0:03:48 lr: 0.002035 loss: 0.1853 (0.1933) loss_rec_all: 0.2118 (0.2192) loss_rec_sfr: 0.2754 (0.2825) loss_cl: -0.2778 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [13:42:11.047699] Epoch: [233] [2620/2904] eta: 0:03:33 lr: 0.002035 loss: 0.1844 (0.1933) loss_rec_all: 0.2101 (0.2192) loss_rec_sfr: 0.2452 (0.2825) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [13:42:25.962200] Epoch: [233] [2640/2904] eta: 0:03:18 lr: 0.002035 loss: 0.1840 (0.1933) loss_rec_all: 0.2101 (0.2192) loss_rec_sfr: 0.2741 (0.2826) loss_cl: -0.2795 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [13:42:40.873064] Epoch: [233] [2660/2904] eta: 0:03:03 lr: 0.002035 loss: 0.1806 (0.1933) loss_rec_all: 0.2066 (0.2192) loss_rec_sfr: 0.2309 (0.2825) loss_cl: -0.2796 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [13:42:55.785459] Epoch: [233] [2680/2904] eta: 0:02:48 lr: 0.002035 loss: 0.1822 (0.1933) loss_rec_all: 0.2084 (0.2192) loss_rec_sfr: 0.2633 (0.2825) loss_cl: -0.2796 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [13:43:10.699364] Epoch: [233] [2700/2904] eta: 0:02:33 lr: 0.002035 loss: 0.1819 (0.1933) loss_rec_all: 0.2081 (0.2192) loss_rec_sfr: 0.2252 (0.2822) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [13:43:25.609281] Epoch: [233] [2720/2904] eta: 0:02:18 lr: 0.002035 loss: 0.1851 (0.1933) loss_rec_all: 0.2110 (0.2192) loss_rec_sfr: 0.2776 (0.2823) loss_cl: -0.2785 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [13:43:40.522412] Epoch: [233] [2740/2904] eta: 0:02:03 lr: 0.002035 loss: 0.1876 (0.1933) loss_rec_all: 0.2134 (0.2192) loss_rec_sfr: 0.2724 (0.2824) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [13:43:55.433468] Epoch: [233] [2760/2904] eta: 0:01:48 lr: 0.002035 loss: 0.1816 (0.1933) loss_rec_all: 0.2075 (0.2192) loss_rec_sfr: 0.2406 (0.2823) loss_cl: -0.2783 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [13:44:10.344599] Epoch: [233] [2780/2904] eta: 0:01:33 lr: 0.002035 loss: 0.1822 (0.1933) loss_rec_all: 0.2082 (0.2192) loss_rec_sfr: 0.2708 (0.2824) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [13:44:25.252048] Epoch: [233] [2800/2904] eta: 0:01:18 lr: 0.002035 loss: 0.1810 (0.1932) loss_rec_all: 0.2072 (0.2191) loss_rec_sfr: 0.2303 (0.2821) loss_cl: -0.2791 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [13:44:40.158280] Epoch: [233] [2820/2904] eta: 0:01:03 lr: 0.002034 loss: 0.1901 (0.1933) loss_rec_all: 0.2161 (0.2192) loss_rec_sfr: 0.2674 (0.2823) loss_cl: -0.2785 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [13:44:55.104544] Epoch: [233] [2840/2904] eta: 0:00:48 lr: 0.002034 loss: 0.1835 (0.1932) loss_rec_all: 0.2094 (0.2191) loss_rec_sfr: 0.2697 (0.2822) loss_cl: -0.2783 (-0.2788) time: 0.7473 data: 0.0023 max mem: 29860 [13:45:10.005711] Epoch: [233] [2860/2904] eta: 0:00:33 lr: 0.002034 loss: 0.1833 (0.1932) loss_rec_all: 0.2095 (0.2191) loss_rec_sfr: 0.2658 (0.2821) loss_cl: -0.2792 (-0.2788) time: 0.7450 data: 0.0001 max mem: 29860 [13:45:24.902092] Epoch: [233] [2880/2904] eta: 0:00:18 lr: 0.002034 loss: 0.1816 (0.1932) loss_rec_all: 0.2075 (0.2191) loss_rec_sfr: 0.2705 (0.2822) loss_cl: -0.2792 (-0.2788) time: 0.7448 data: 0.0001 max mem: 29860 [13:45:39.794478] Epoch: [233] [2900/2904] eta: 0:00:03 lr: 0.002034 loss: 0.1822 (0.1932) loss_rec_all: 0.2083 (0.2191) loss_rec_sfr: 0.2635 (0.2821) loss_cl: -0.2786 (-0.2788) time: 0.7446 data: 0.0001 max mem: 29860 [13:45:42.036756] Epoch: [233] [2903/2904] eta: 0:00:00 lr: 0.002034 loss: 0.1819 (0.1932) loss_rec_all: 0.2081 (0.2191) loss_rec_sfr: 0.2321 (0.2821) loss_cl: -0.2789 (-0.2788) time: 0.7446 data: 0.0001 max mem: 29860 [13:45:44.179734] Epoch: [233] Total time: 0:36:25 (0.7526 s / it) [13:45:44.191054] Averaged stats: lr: 0.002034 loss: 0.1819 (0.1964) loss_rec_all: 0.2081 (0.2200) loss_rec_sfr: 0.2321 (0.2850) loss_cl: -0.2789 (-0.2556) [13:45:44.195727] log_dir: ./checkpoint/VF2_ViT-B [13:46:02.703260] Epoch: [234] [ 0/2904] eta: 14:55:43 lr: 0.002034 loss: 0.1805 (0.1805) loss_rec_all: 0.2067 (0.2067) loss_rec_sfr: 0.2253 (0.2253) loss_cl: -0.2787 (-0.2787) time: 18.5068 data: 15.1513 max mem: 29860 [13:46:18.634743] Epoch: [234] [ 20/2904] eta: 1:18:49 lr: 0.002034 loss: 0.1823 (0.1931) loss_rec_all: 0.2083 (0.2191) loss_rec_sfr: 0.2305 (0.2686) loss_cl: -0.2794 (-0.2790) time: 0.7965 data: 0.0002 max mem: 29860 [13:46:33.504809] Epoch: [234] [ 40/2904] eta: 0:57:24 lr: 0.002034 loss: 0.1898 (0.1964) loss_rec_all: 0.2162 (0.2224) loss_rec_sfr: 0.2704 (0.2816) loss_cl: -0.2795 (-0.2790) time: 0.7435 data: 0.0002 max mem: 29860 [13:46:48.379671] Epoch: [234] [ 60/2904] eta: 0:49:52 lr: 0.002034 loss: 0.1897 (0.1972) loss_rec_all: 0.2158 (0.2230) loss_rec_sfr: 0.2822 (0.2912) loss_cl: -0.2791 (-0.2789) time: 0.7437 data: 0.0002 max mem: 29860 [13:47:03.263050] Epoch: [234] [ 80/2904] eta: 0:45:56 lr: 0.002034 loss: 0.1780 (0.1942) loss_rec_all: 0.2040 (0.2201) loss_rec_sfr: 0.2655 (0.2850) loss_cl: -0.2791 (-0.2789) time: 0.7441 data: 0.0002 max mem: 29860 [13:47:18.158685] Epoch: [234] [ 100/2904] eta: 0:43:28 lr: 0.002034 loss: 0.1805 (0.1932) loss_rec_all: 0.2064 (0.2191) loss_rec_sfr: 0.2625 (0.2813) loss_cl: -0.2787 (-0.2788) time: 0.7447 data: 0.0002 max mem: 29860 [13:47:33.069139] Epoch: [234] [ 120/2904] eta: 0:41:44 lr: 0.002034 loss: 0.1819 (0.1936) loss_rec_all: 0.2083 (0.2195) loss_rec_sfr: 0.2698 (0.2828) loss_cl: -0.2784 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [13:47:47.986665] Epoch: [234] [ 140/2904] eta: 0:40:26 lr: 0.002034 loss: 0.1818 (0.1934) loss_rec_all: 0.2084 (0.2193) loss_rec_sfr: 0.2720 (0.2831) loss_cl: -0.2788 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [13:48:02.918444] Epoch: [234] [ 160/2904] eta: 0:39:24 lr: 0.002034 loss: 0.1833 (0.1928) loss_rec_all: 0.2095 (0.2187) loss_rec_sfr: 0.2588 (0.2792) loss_cl: -0.2796 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [13:48:17.843807] Epoch: [234] [ 180/2904] eta: 0:38:32 lr: 0.002034 loss: 0.1777 (0.1926) loss_rec_all: 0.2039 (0.2185) loss_rec_sfr: 0.2565 (0.2784) loss_cl: -0.2789 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [13:48:32.783470] Epoch: [234] [ 200/2904] eta: 0:37:47 lr: 0.002034 loss: 0.1831 (0.1920) loss_rec_all: 0.2091 (0.2179) loss_rec_sfr: 0.2740 (0.2774) loss_cl: -0.2789 (-0.2789) time: 0.7469 data: 0.0002 max mem: 29860 [13:48:47.701713] Epoch: [234] [ 220/2904] eta: 0:37:08 lr: 0.002034 loss: 0.1840 (0.1920) loss_rec_all: 0.2102 (0.2179) loss_rec_sfr: 0.2709 (0.2782) loss_cl: -0.2789 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [13:49:02.620201] Epoch: [234] [ 240/2904] eta: 0:36:33 lr: 0.002034 loss: 0.1832 (0.1917) loss_rec_all: 0.2091 (0.2176) loss_rec_sfr: 0.2783 (0.2781) loss_cl: -0.2794 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [13:49:17.547612] Epoch: [234] [ 260/2904] eta: 0:36:01 lr: 0.002034 loss: 0.1832 (0.1919) loss_rec_all: 0.2095 (0.2179) loss_rec_sfr: 0.2670 (0.2795) loss_cl: -0.2781 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [13:49:32.471431] Epoch: [234] [ 280/2904] eta: 0:35:31 lr: 0.002034 loss: 0.1797 (0.1913) loss_rec_all: 0.2057 (0.2172) loss_rec_sfr: 0.2593 (0.2773) loss_cl: -0.2791 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [13:49:47.396880] Epoch: [234] [ 300/2904] eta: 0:35:03 lr: 0.002034 loss: 0.1838 (0.1909) loss_rec_all: 0.2096 (0.2169) loss_rec_sfr: 0.2694 (0.2765) loss_cl: -0.2798 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [13:50:02.320056] Epoch: [234] [ 320/2904] eta: 0:34:37 lr: 0.002034 loss: 0.1865 (0.1914) loss_rec_all: 0.2127 (0.2174) loss_rec_sfr: 0.2713 (0.2780) loss_cl: -0.2789 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [13:50:17.243984] Epoch: [234] [ 340/2904] eta: 0:34:12 lr: 0.002034 loss: 0.1849 (0.1912) loss_rec_all: 0.2112 (0.2172) loss_rec_sfr: 0.2614 (0.2772) loss_cl: -0.2785 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [13:50:32.171559] Epoch: [234] [ 360/2904] eta: 0:33:49 lr: 0.002034 loss: 0.1812 (0.1912) loss_rec_all: 0.2074 (0.2172) loss_rec_sfr: 0.2353 (0.2767) loss_cl: -0.2788 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [13:50:47.126971] Epoch: [234] [ 380/2904] eta: 0:33:26 lr: 0.002034 loss: 0.1850 (0.1914) loss_rec_all: 0.2114 (0.2173) loss_rec_sfr: 0.2654 (0.2771) loss_cl: -0.2790 (-0.2788) time: 0.7477 data: 0.0002 max mem: 29860 [13:51:02.053077] Epoch: [234] [ 400/2904] eta: 0:33:04 lr: 0.002034 loss: 0.1793 (0.1911) loss_rec_all: 0.2058 (0.2170) loss_rec_sfr: 0.2698 (0.2763) loss_cl: -0.2790 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [13:51:16.974516] Epoch: [234] [ 420/2904] eta: 0:32:43 lr: 0.002034 loss: 0.1831 (0.1912) loss_rec_all: 0.2095 (0.2171) loss_rec_sfr: 0.2612 (0.2760) loss_cl: -0.2779 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [13:51:31.893571] Epoch: [234] [ 440/2904] eta: 0:32:22 lr: 0.002034 loss: 0.1821 (0.1912) loss_rec_all: 0.2085 (0.2172) loss_rec_sfr: 0.2604 (0.2761) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [13:51:46.816007] Epoch: [234] [ 460/2904] eta: 0:32:02 lr: 0.002034 loss: 0.1815 (0.1911) loss_rec_all: 0.2075 (0.2170) loss_rec_sfr: 0.2582 (0.2753) loss_cl: -0.2794 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [13:52:01.736040] Epoch: [234] [ 480/2904] eta: 0:31:42 lr: 0.002034 loss: 0.1873 (0.1913) loss_rec_all: 0.2134 (0.2172) loss_rec_sfr: 0.2688 (0.2763) loss_cl: -0.2796 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [13:52:16.665210] Epoch: [234] [ 500/2904] eta: 0:31:23 lr: 0.002034 loss: 0.1822 (0.1910) loss_rec_all: 0.2084 (0.2170) loss_rec_sfr: 0.2711 (0.2754) loss_cl: -0.2800 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [13:52:31.585917] Epoch: [234] [ 520/2904] eta: 0:31:04 lr: 0.002034 loss: 0.1813 (0.1909) loss_rec_all: 0.2076 (0.2169) loss_rec_sfr: 0.2324 (0.2750) loss_cl: -0.2798 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [13:52:46.508207] Epoch: [234] [ 540/2904] eta: 0:30:45 lr: 0.002034 loss: 0.1798 (0.1908) loss_rec_all: 0.2063 (0.2168) loss_rec_sfr: 0.2365 (0.2746) loss_cl: -0.2796 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [13:53:01.419381] Epoch: [234] [ 560/2904] eta: 0:30:26 lr: 0.002034 loss: 0.1793 (0.1907) loss_rec_all: 0.2055 (0.2167) loss_rec_sfr: 0.2618 (0.2744) loss_cl: -0.2792 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [13:53:16.334283] Epoch: [234] [ 580/2904] eta: 0:30:08 lr: 0.002034 loss: 0.1863 (0.1910) loss_rec_all: 0.2128 (0.2169) loss_rec_sfr: 0.2623 (0.2753) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [13:53:31.253710] Epoch: [234] [ 600/2904] eta: 0:29:50 lr: 0.002034 loss: 0.1814 (0.1909) loss_rec_all: 0.2075 (0.2169) loss_rec_sfr: 0.2450 (0.2748) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [13:53:46.169984] Epoch: [234] [ 620/2904] eta: 0:29:32 lr: 0.002034 loss: 0.1863 (0.1911) loss_rec_all: 0.2121 (0.2170) loss_rec_sfr: 0.2613 (0.2753) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [13:54:01.091559] Epoch: [234] [ 640/2904] eta: 0:29:14 lr: 0.002034 loss: 0.1832 (0.1910) loss_rec_all: 0.2095 (0.2170) loss_rec_sfr: 0.2529 (0.2749) loss_cl: -0.2793 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [13:54:16.014515] Epoch: [234] [ 660/2904] eta: 0:28:57 lr: 0.002034 loss: 0.1834 (0.1911) loss_rec_all: 0.2095 (0.2171) loss_rec_sfr: 0.2716 (0.2752) loss_cl: -0.2790 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [13:54:30.934288] Epoch: [234] [ 680/2904] eta: 0:28:40 lr: 0.002034 loss: 0.1841 (0.1914) loss_rec_all: 0.2098 (0.2174) loss_rec_sfr: 0.2756 (0.2764) loss_cl: -0.2784 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [13:54:45.850464] Epoch: [234] [ 700/2904] eta: 0:28:22 lr: 0.002034 loss: 0.1860 (0.1916) loss_rec_all: 0.2123 (0.2176) loss_rec_sfr: 0.2692 (0.2768) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [13:55:00.768021] Epoch: [234] [ 720/2904] eta: 0:28:05 lr: 0.002033 loss: 0.1867 (0.1916) loss_rec_all: 0.2129 (0.2175) loss_rec_sfr: 0.2643 (0.2765) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [13:55:15.685050] Epoch: [234] [ 740/2904] eta: 0:27:48 lr: 0.002033 loss: 0.1833 (0.1917) loss_rec_all: 0.2094 (0.2176) loss_rec_sfr: 0.2665 (0.2768) loss_cl: -0.2805 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [13:55:30.603062] Epoch: [234] [ 760/2904] eta: 0:27:32 lr: 0.002033 loss: 0.1838 (0.1917) loss_rec_all: 0.2100 (0.2177) loss_rec_sfr: 0.2754 (0.2771) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [13:55:45.529048] Epoch: [234] [ 780/2904] eta: 0:27:15 lr: 0.002033 loss: 0.1821 (0.1917) loss_rec_all: 0.2080 (0.2176) loss_rec_sfr: 0.2789 (0.2774) loss_cl: -0.2782 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [13:56:00.454198] Epoch: [234] [ 800/2904] eta: 0:26:58 lr: 0.002033 loss: 0.1818 (0.1916) loss_rec_all: 0.2079 (0.2176) loss_rec_sfr: 0.2735 (0.2775) loss_cl: -0.2785 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [13:56:15.375070] Epoch: [234] [ 820/2904] eta: 0:26:42 lr: 0.002033 loss: 0.1883 (0.1919) loss_rec_all: 0.2147 (0.2178) loss_rec_sfr: 0.2681 (0.2781) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [13:56:30.297840] Epoch: [234] [ 840/2904] eta: 0:26:25 lr: 0.002033 loss: 0.1827 (0.1918) loss_rec_all: 0.2086 (0.2178) loss_rec_sfr: 0.2626 (0.2780) loss_cl: -0.2793 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [13:56:45.214702] Epoch: [234] [ 860/2904] eta: 0:26:09 lr: 0.002033 loss: 0.1819 (0.1918) loss_rec_all: 0.2082 (0.2177) loss_rec_sfr: 0.2590 (0.2778) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [13:57:00.130600] Epoch: [234] [ 880/2904] eta: 0:25:52 lr: 0.002033 loss: 0.1841 (0.1919) loss_rec_all: 0.2099 (0.2178) loss_rec_sfr: 0.2704 (0.2780) loss_cl: -0.2793 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [13:57:15.051514] Epoch: [234] [ 900/2904] eta: 0:25:36 lr: 0.002033 loss: 0.1843 (0.1921) loss_rec_all: 0.2104 (0.2181) loss_rec_sfr: 0.2754 (0.2789) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [13:57:29.973037] Epoch: [234] [ 920/2904] eta: 0:25:20 lr: 0.002033 loss: 0.1855 (0.1922) loss_rec_all: 0.2114 (0.2181) loss_rec_sfr: 0.2671 (0.2791) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [13:57:44.888252] Epoch: [234] [ 940/2904] eta: 0:25:04 lr: 0.002033 loss: 0.1862 (0.1922) loss_rec_all: 0.2123 (0.2181) loss_rec_sfr: 0.2651 (0.2791) loss_cl: -0.2780 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [13:57:59.807778] Epoch: [234] [ 960/2904] eta: 0:24:47 lr: 0.002033 loss: 0.1892 (0.1925) loss_rec_all: 0.2151 (0.2184) loss_rec_sfr: 0.2751 (0.2802) loss_cl: -0.2781 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [13:58:14.725068] Epoch: [234] [ 980/2904] eta: 0:24:31 lr: 0.002033 loss: 0.1833 (0.1924) loss_rec_all: 0.2095 (0.2183) loss_rec_sfr: 0.2569 (0.2799) loss_cl: -0.2797 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [13:58:29.642922] Epoch: [234] [1000/2904] eta: 0:24:15 lr: 0.002033 loss: 0.1858 (0.1926) loss_rec_all: 0.2119 (0.2185) loss_rec_sfr: 0.2791 (0.2805) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [13:58:44.561143] Epoch: [234] [1020/2904] eta: 0:23:59 lr: 0.002033 loss: 0.1804 (0.1925) loss_rec_all: 0.2067 (0.2184) loss_rec_sfr: 0.2724 (0.2803) loss_cl: -0.2795 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [13:58:59.478649] Epoch: [234] [1040/2904] eta: 0:23:43 lr: 0.002033 loss: 0.1816 (0.1924) loss_rec_all: 0.2076 (0.2183) loss_rec_sfr: 0.2701 (0.2802) loss_cl: -0.2794 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [13:59:14.402113] Epoch: [234] [1060/2904] eta: 0:23:28 lr: 0.002033 loss: 0.1821 (0.1922) loss_rec_all: 0.2080 (0.2181) loss_rec_sfr: 0.2569 (0.2795) loss_cl: -0.2790 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [13:59:29.323974] Epoch: [234] [1080/2904] eta: 0:23:12 lr: 0.002033 loss: 0.1851 (0.1923) loss_rec_all: 0.2110 (0.2183) loss_rec_sfr: 0.2674 (0.2799) loss_cl: -0.2791 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [13:59:44.239931] Epoch: [234] [1100/2904] eta: 0:22:56 lr: 0.002033 loss: 0.1861 (0.1924) loss_rec_all: 0.2119 (0.2184) loss_rec_sfr: 0.2677 (0.2801) loss_cl: -0.2782 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [13:59:59.156539] Epoch: [234] [1120/2904] eta: 0:22:40 lr: 0.002033 loss: 0.1808 (0.1924) loss_rec_all: 0.2071 (0.2184) loss_rec_sfr: 0.2738 (0.2802) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [14:00:14.077414] Epoch: [234] [1140/2904] eta: 0:22:24 lr: 0.002033 loss: 0.1878 (0.1926) loss_rec_all: 0.2144 (0.2185) loss_rec_sfr: 0.2728 (0.2807) loss_cl: -0.2794 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [14:00:28.994614] Epoch: [234] [1160/2904] eta: 0:22:09 lr: 0.002033 loss: 0.1826 (0.1926) loss_rec_all: 0.2085 (0.2186) loss_rec_sfr: 0.2657 (0.2808) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [14:00:43.917939] Epoch: [234] [1180/2904] eta: 0:21:53 lr: 0.002033 loss: 0.1878 (0.1926) loss_rec_all: 0.2136 (0.2186) loss_rec_sfr: 0.2689 (0.2807) loss_cl: -0.2785 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [14:00:58.836341] Epoch: [234] [1200/2904] eta: 0:21:37 lr: 0.002033 loss: 0.1876 (0.1927) loss_rec_all: 0.2135 (0.2186) loss_rec_sfr: 0.2722 (0.2810) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [14:01:13.757997] Epoch: [234] [1220/2904] eta: 0:21:21 lr: 0.002033 loss: 0.1857 (0.1928) loss_rec_all: 0.2118 (0.2187) loss_rec_sfr: 0.2746 (0.2814) loss_cl: -0.2795 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [14:01:28.677160] Epoch: [234] [1240/2904] eta: 0:21:06 lr: 0.002033 loss: 0.1848 (0.1929) loss_rec_all: 0.2109 (0.2188) loss_rec_sfr: 0.2682 (0.2816) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [14:01:43.605229] Epoch: [234] [1260/2904] eta: 0:20:50 lr: 0.002033 loss: 0.1832 (0.1929) loss_rec_all: 0.2091 (0.2189) loss_rec_sfr: 0.2721 (0.2820) loss_cl: -0.2784 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [14:01:58.531138] Epoch: [234] [1280/2904] eta: 0:20:35 lr: 0.002033 loss: 0.1859 (0.1930) loss_rec_all: 0.2122 (0.2189) loss_rec_sfr: 0.2682 (0.2820) loss_cl: -0.2783 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [14:02:13.457880] Epoch: [234] [1300/2904] eta: 0:20:19 lr: 0.002033 loss: 0.1859 (0.1931) loss_rec_all: 0.2117 (0.2190) loss_rec_sfr: 0.2774 (0.2824) loss_cl: -0.2782 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [14:02:28.379783] Epoch: [234] [1320/2904] eta: 0:20:04 lr: 0.002033 loss: 0.1858 (0.1932) loss_rec_all: 0.2116 (0.2191) loss_rec_sfr: 0.2709 (0.2829) loss_cl: -0.2786 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [14:02:43.307371] Epoch: [234] [1340/2904] eta: 0:19:48 lr: 0.002033 loss: 0.1856 (0.1933) loss_rec_all: 0.2120 (0.2192) loss_rec_sfr: 0.2663 (0.2832) loss_cl: -0.2787 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [14:02:58.233630] Epoch: [234] [1360/2904] eta: 0:19:33 lr: 0.002033 loss: 0.1874 (0.1934) loss_rec_all: 0.2133 (0.2193) loss_rec_sfr: 0.2664 (0.2836) loss_cl: -0.2791 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [14:03:13.159051] Epoch: [234] [1380/2904] eta: 0:19:17 lr: 0.002033 loss: 0.1861 (0.1934) loss_rec_all: 0.2119 (0.2193) loss_rec_sfr: 0.2583 (0.2834) loss_cl: -0.2784 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [14:03:28.079575] Epoch: [234] [1400/2904] eta: 0:19:02 lr: 0.002033 loss: 0.1809 (0.1933) loss_rec_all: 0.2076 (0.2192) loss_rec_sfr: 0.2678 (0.2830) loss_cl: -0.2794 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [14:03:42.997524] Epoch: [234] [1420/2904] eta: 0:18:46 lr: 0.002033 loss: 0.1886 (0.1934) loss_rec_all: 0.2148 (0.2193) loss_rec_sfr: 0.2606 (0.2832) loss_cl: -0.2795 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [14:03:57.913347] Epoch: [234] [1440/2904] eta: 0:18:31 lr: 0.002033 loss: 0.1853 (0.1934) loss_rec_all: 0.2112 (0.2193) loss_rec_sfr: 0.2666 (0.2831) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [14:04:12.832675] Epoch: [234] [1460/2904] eta: 0:18:15 lr: 0.002033 loss: 0.1835 (0.1935) loss_rec_all: 0.2098 (0.2194) loss_rec_sfr: 0.2735 (0.2836) loss_cl: -0.2783 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [14:04:27.751572] Epoch: [234] [1480/2904] eta: 0:18:00 lr: 0.002033 loss: 0.1822 (0.1934) loss_rec_all: 0.2085 (0.2193) loss_rec_sfr: 0.2420 (0.2834) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [14:04:42.674310] Epoch: [234] [1500/2904] eta: 0:17:44 lr: 0.002033 loss: 0.1884 (0.1935) loss_rec_all: 0.2142 (0.2194) loss_rec_sfr: 0.2594 (0.2836) loss_cl: -0.2785 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [14:04:57.596958] Epoch: [234] [1520/2904] eta: 0:17:29 lr: 0.002033 loss: 0.1838 (0.1934) loss_rec_all: 0.2101 (0.2193) loss_rec_sfr: 0.2625 (0.2834) loss_cl: -0.2789 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [14:05:12.517974] Epoch: [234] [1540/2904] eta: 0:17:14 lr: 0.002032 loss: 0.1815 (0.1934) loss_rec_all: 0.2075 (0.2193) loss_rec_sfr: 0.2654 (0.2833) loss_cl: -0.2798 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [14:05:27.439936] Epoch: [234] [1560/2904] eta: 0:16:58 lr: 0.002032 loss: 0.1818 (0.1934) loss_rec_all: 0.2080 (0.2193) loss_rec_sfr: 0.2633 (0.2833) loss_cl: -0.2787 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [14:05:42.362936] Epoch: [234] [1580/2904] eta: 0:16:43 lr: 0.002032 loss: 0.1866 (0.1935) loss_rec_all: 0.2128 (0.2193) loss_rec_sfr: 0.2716 (0.2835) loss_cl: -0.2780 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [14:05:57.277889] Epoch: [234] [1600/2904] eta: 0:16:27 lr: 0.002032 loss: 0.1829 (0.1935) loss_rec_all: 0.2089 (0.2193) loss_rec_sfr: 0.2724 (0.2836) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [14:06:12.195939] Epoch: [234] [1620/2904] eta: 0:16:12 lr: 0.002032 loss: 0.1845 (0.1935) loss_rec_all: 0.2105 (0.2194) loss_rec_sfr: 0.2681 (0.2835) loss_cl: -0.2797 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [14:06:27.111460] Epoch: [234] [1640/2904] eta: 0:15:57 lr: 0.002032 loss: 0.1883 (0.1935) loss_rec_all: 0.2143 (0.2194) loss_rec_sfr: 0.2602 (0.2836) loss_cl: -0.2795 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [14:06:42.023809] Epoch: [234] [1660/2904] eta: 0:15:41 lr: 0.002032 loss: 0.1849 (0.1934) loss_rec_all: 0.2108 (0.2193) loss_rec_sfr: 0.2721 (0.2835) loss_cl: -0.2784 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [14:06:56.938819] Epoch: [234] [1680/2904] eta: 0:15:26 lr: 0.002032 loss: 0.1838 (0.1935) loss_rec_all: 0.2096 (0.2193) loss_rec_sfr: 0.2325 (0.2834) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [14:07:11.858838] Epoch: [234] [1700/2904] eta: 0:15:11 lr: 0.002032 loss: 0.1850 (0.1935) loss_rec_all: 0.2109 (0.2194) loss_rec_sfr: 0.2670 (0.2834) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [14:07:26.919005] Epoch: [234] [1720/2904] eta: 0:14:56 lr: 0.002032 loss: 0.1836 (0.1935) loss_rec_all: 0.2094 (0.2194) loss_rec_sfr: 0.2621 (0.2834) loss_cl: -0.2791 (-0.2788) time: 0.7530 data: 0.0002 max mem: 29860 [14:07:41.842637] Epoch: [234] [1740/2904] eta: 0:14:40 lr: 0.002032 loss: 0.1801 (0.1934) loss_rec_all: 0.2065 (0.2193) loss_rec_sfr: 0.2590 (0.2831) loss_cl: -0.2793 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [14:07:56.762478] Epoch: [234] [1760/2904] eta: 0:14:25 lr: 0.002032 loss: 0.1854 (0.1935) loss_rec_all: 0.2115 (0.2194) loss_rec_sfr: 0.2678 (0.2833) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [14:08:11.678336] Epoch: [234] [1780/2904] eta: 0:14:10 lr: 0.002032 loss: 0.1851 (0.1935) loss_rec_all: 0.2114 (0.2194) loss_rec_sfr: 0.2702 (0.2833) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [14:08:26.599634] Epoch: [234] [1800/2904] eta: 0:13:55 lr: 0.002032 loss: 0.1880 (0.1935) loss_rec_all: 0.2139 (0.2194) loss_rec_sfr: 0.2663 (0.2833) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [14:08:41.514534] Epoch: [234] [1820/2904] eta: 0:13:39 lr: 0.002032 loss: 0.1856 (0.1935) loss_rec_all: 0.2115 (0.2194) loss_rec_sfr: 0.2782 (0.2835) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [14:08:56.431508] Epoch: [234] [1840/2904] eta: 0:13:24 lr: 0.002032 loss: 0.1841 (0.1935) loss_rec_all: 0.2103 (0.2194) loss_rec_sfr: 0.2661 (0.2834) loss_cl: -0.2794 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [14:09:11.352962] Epoch: [234] [1860/2904] eta: 0:13:09 lr: 0.002032 loss: 0.1829 (0.1935) loss_rec_all: 0.2091 (0.2193) loss_rec_sfr: 0.2406 (0.2832) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [14:09:26.271361] Epoch: [234] [1880/2904] eta: 0:12:54 lr: 0.002032 loss: 0.1827 (0.1934) loss_rec_all: 0.2089 (0.2193) loss_rec_sfr: 0.2675 (0.2831) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [14:09:41.188083] Epoch: [234] [1900/2904] eta: 0:12:38 lr: 0.002032 loss: 0.1831 (0.1935) loss_rec_all: 0.2091 (0.2194) loss_rec_sfr: 0.2706 (0.2832) loss_cl: -0.2794 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [14:09:56.104512] Epoch: [234] [1920/2904] eta: 0:12:23 lr: 0.002032 loss: 0.1814 (0.1934) loss_rec_all: 0.2074 (0.2193) loss_rec_sfr: 0.2600 (0.2831) loss_cl: -0.2796 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [14:10:11.021860] Epoch: [234] [1940/2904] eta: 0:12:08 lr: 0.002032 loss: 0.1812 (0.1934) loss_rec_all: 0.2071 (0.2193) loss_rec_sfr: 0.2696 (0.2831) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [14:10:25.941293] Epoch: [234] [1960/2904] eta: 0:11:53 lr: 0.002032 loss: 0.1853 (0.1935) loss_rec_all: 0.2112 (0.2194) loss_rec_sfr: 0.2709 (0.2834) loss_cl: -0.2781 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [14:10:40.858315] Epoch: [234] [1980/2904] eta: 0:11:38 lr: 0.002032 loss: 0.1830 (0.1935) loss_rec_all: 0.2092 (0.2194) loss_rec_sfr: 0.2716 (0.2835) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [14:10:55.777463] Epoch: [234] [2000/2904] eta: 0:11:22 lr: 0.002032 loss: 0.1838 (0.1935) loss_rec_all: 0.2097 (0.2194) loss_rec_sfr: 0.2627 (0.2834) loss_cl: -0.2795 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [14:11:10.698621] Epoch: [234] [2020/2904] eta: 0:11:07 lr: 0.002032 loss: 0.1811 (0.1935) loss_rec_all: 0.2073 (0.2194) loss_rec_sfr: 0.2429 (0.2833) loss_cl: -0.2793 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [14:11:25.617963] Epoch: [234] [2040/2904] eta: 0:10:52 lr: 0.002032 loss: 0.1811 (0.1934) loss_rec_all: 0.2072 (0.2193) loss_rec_sfr: 0.2656 (0.2831) loss_cl: -0.2797 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [14:11:40.544338] Epoch: [234] [2060/2904] eta: 0:10:37 lr: 0.002032 loss: 0.1807 (0.1934) loss_rec_all: 0.2067 (0.2193) loss_rec_sfr: 0.2695 (0.2831) loss_cl: -0.2787 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [14:11:55.462832] Epoch: [234] [2080/2904] eta: 0:10:22 lr: 0.002032 loss: 0.1845 (0.1934) loss_rec_all: 0.2105 (0.2193) loss_rec_sfr: 0.2592 (0.2830) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [14:12:10.380908] Epoch: [234] [2100/2904] eta: 0:10:06 lr: 0.002032 loss: 0.1878 (0.1935) loss_rec_all: 0.2135 (0.2194) loss_rec_sfr: 0.2780 (0.2834) loss_cl: -0.2783 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [14:12:25.295301] Epoch: [234] [2120/2904] eta: 0:09:51 lr: 0.002032 loss: 0.1882 (0.1936) loss_rec_all: 0.2141 (0.2195) loss_rec_sfr: 0.2657 (0.2835) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [14:12:40.212881] Epoch: [234] [2140/2904] eta: 0:09:36 lr: 0.002032 loss: 0.1890 (0.1936) loss_rec_all: 0.2152 (0.2195) loss_rec_sfr: 0.2637 (0.2835) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [14:12:55.128736] Epoch: [234] [2160/2904] eta: 0:09:21 lr: 0.002032 loss: 0.1825 (0.1935) loss_rec_all: 0.2083 (0.2194) loss_rec_sfr: 0.2748 (0.2834) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [14:13:10.049360] Epoch: [234] [2180/2904] eta: 0:09:06 lr: 0.002032 loss: 0.1890 (0.1936) loss_rec_all: 0.2149 (0.2195) loss_rec_sfr: 0.2775 (0.2835) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [14:13:24.969267] Epoch: [234] [2200/2904] eta: 0:08:51 lr: 0.002032 loss: 0.1847 (0.1936) loss_rec_all: 0.2110 (0.2195) loss_rec_sfr: 0.2727 (0.2837) loss_cl: -0.2791 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [14:13:39.886685] Epoch: [234] [2220/2904] eta: 0:08:36 lr: 0.002032 loss: 0.1833 (0.1936) loss_rec_all: 0.2094 (0.2195) loss_rec_sfr: 0.2686 (0.2836) loss_cl: -0.2783 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [14:13:54.811823] Epoch: [234] [2240/2904] eta: 0:08:20 lr: 0.002032 loss: 0.1874 (0.1937) loss_rec_all: 0.2132 (0.2196) loss_rec_sfr: 0.2637 (0.2838) loss_cl: -0.2790 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [14:14:09.726626] Epoch: [234] [2260/2904] eta: 0:08:05 lr: 0.002032 loss: 0.1841 (0.1936) loss_rec_all: 0.2100 (0.2195) loss_rec_sfr: 0.2682 (0.2837) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [14:14:24.640529] Epoch: [234] [2280/2904] eta: 0:07:50 lr: 0.002032 loss: 0.1837 (0.1936) loss_rec_all: 0.2095 (0.2195) loss_rec_sfr: 0.2786 (0.2838) loss_cl: -0.2794 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [14:14:39.553894] Epoch: [234] [2300/2904] eta: 0:07:35 lr: 0.002032 loss: 0.1838 (0.1936) loss_rec_all: 0.2101 (0.2195) loss_rec_sfr: 0.2337 (0.2835) loss_cl: -0.2793 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [14:14:54.472957] Epoch: [234] [2320/2904] eta: 0:07:20 lr: 0.002032 loss: 0.1815 (0.1935) loss_rec_all: 0.2077 (0.2194) loss_rec_sfr: 0.2226 (0.2833) loss_cl: -0.2783 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [14:15:09.392908] Epoch: [234] [2340/2904] eta: 0:07:05 lr: 0.002032 loss: 0.1846 (0.1935) loss_rec_all: 0.2105 (0.2194) loss_rec_sfr: 0.2660 (0.2831) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [14:15:24.318599] Epoch: [234] [2360/2904] eta: 0:06:50 lr: 0.002031 loss: 0.1834 (0.1935) loss_rec_all: 0.2093 (0.2194) loss_rec_sfr: 0.2365 (0.2830) loss_cl: -0.2785 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [14:15:39.238914] Epoch: [234] [2380/2904] eta: 0:06:35 lr: 0.002031 loss: 0.1797 (0.1934) loss_rec_all: 0.2063 (0.2193) loss_rec_sfr: 0.2564 (0.2829) loss_cl: -0.2795 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [14:15:54.159972] Epoch: [234] [2400/2904] eta: 0:06:19 lr: 0.002031 loss: 0.1800 (0.1935) loss_rec_all: 0.2068 (0.2194) loss_rec_sfr: 0.2333 (0.2828) loss_cl: -0.2795 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [14:16:09.080050] Epoch: [234] [2420/2904] eta: 0:06:04 lr: 0.002031 loss: 0.1866 (0.1935) loss_rec_all: 0.2128 (0.2194) loss_rec_sfr: 0.2684 (0.2831) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [14:16:23.993448] Epoch: [234] [2440/2904] eta: 0:05:49 lr: 0.002031 loss: 0.1822 (0.1935) loss_rec_all: 0.2080 (0.2194) loss_rec_sfr: 0.2611 (0.2829) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [14:16:38.908325] Epoch: [234] [2460/2904] eta: 0:05:34 lr: 0.002031 loss: 0.1822 (0.1934) loss_rec_all: 0.2086 (0.2193) loss_rec_sfr: 0.2342 (0.2827) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [14:16:53.822697] Epoch: [234] [2480/2904] eta: 0:05:19 lr: 0.002031 loss: 0.1846 (0.1934) loss_rec_all: 0.2109 (0.2193) loss_rec_sfr: 0.2657 (0.2827) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [14:17:08.743136] Epoch: [234] [2500/2904] eta: 0:05:04 lr: 0.002031 loss: 0.1818 (0.1934) loss_rec_all: 0.2077 (0.2193) loss_rec_sfr: 0.2661 (0.2826) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [14:17:23.659257] Epoch: [234] [2520/2904] eta: 0:04:49 lr: 0.002031 loss: 0.1830 (0.1934) loss_rec_all: 0.2089 (0.2193) loss_rec_sfr: 0.2568 (0.2825) loss_cl: -0.2795 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [14:17:38.571858] Epoch: [234] [2540/2904] eta: 0:04:34 lr: 0.002031 loss: 0.1844 (0.1934) loss_rec_all: 0.2110 (0.2193) loss_rec_sfr: 0.2715 (0.2826) loss_cl: -0.2797 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [14:17:53.488871] Epoch: [234] [2560/2904] eta: 0:04:19 lr: 0.002031 loss: 0.1833 (0.1934) loss_rec_all: 0.2096 (0.2193) loss_rec_sfr: 0.2546 (0.2825) loss_cl: -0.2796 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [14:18:08.401665] Epoch: [234] [2580/2904] eta: 0:04:04 lr: 0.002031 loss: 0.1822 (0.1934) loss_rec_all: 0.2087 (0.2193) loss_rec_sfr: 0.2613 (0.2825) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [14:18:23.315427] Epoch: [234] [2600/2904] eta: 0:03:48 lr: 0.002031 loss: 0.1880 (0.1934) loss_rec_all: 0.2137 (0.2193) loss_rec_sfr: 0.2709 (0.2827) loss_cl: -0.2782 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [14:18:38.235460] Epoch: [234] [2620/2904] eta: 0:03:33 lr: 0.002031 loss: 0.1824 (0.1934) loss_rec_all: 0.2087 (0.2193) loss_rec_sfr: 0.2747 (0.2828) loss_cl: -0.2794 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [14:18:53.156841] Epoch: [234] [2640/2904] eta: 0:03:18 lr: 0.002031 loss: 0.1815 (0.1934) loss_rec_all: 0.2077 (0.2193) loss_rec_sfr: 0.2604 (0.2826) loss_cl: -0.2793 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [14:19:08.078098] Epoch: [234] [2660/2904] eta: 0:03:03 lr: 0.002031 loss: 0.1841 (0.1933) loss_rec_all: 0.2105 (0.2192) loss_rec_sfr: 0.2680 (0.2825) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [14:19:22.999443] Epoch: [234] [2680/2904] eta: 0:02:48 lr: 0.002031 loss: 0.1827 (0.1933) loss_rec_all: 0.2092 (0.2192) loss_rec_sfr: 0.2554 (0.2824) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [14:19:37.913856] Epoch: [234] [2700/2904] eta: 0:02:33 lr: 0.002031 loss: 0.1866 (0.1933) loss_rec_all: 0.2126 (0.2192) loss_rec_sfr: 0.2677 (0.2824) loss_cl: -0.2800 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [14:19:52.835299] Epoch: [234] [2720/2904] eta: 0:02:18 lr: 0.002031 loss: 0.1846 (0.1934) loss_rec_all: 0.2106 (0.2193) loss_rec_sfr: 0.2825 (0.2827) loss_cl: -0.2793 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [14:20:07.756691] Epoch: [234] [2740/2904] eta: 0:02:03 lr: 0.002031 loss: 0.1807 (0.1933) loss_rec_all: 0.2071 (0.2192) loss_rec_sfr: 0.2227 (0.2824) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [14:20:22.677421] Epoch: [234] [2760/2904] eta: 0:01:48 lr: 0.002031 loss: 0.1877 (0.1934) loss_rec_all: 0.2138 (0.2193) loss_rec_sfr: 0.2761 (0.2825) loss_cl: -0.2777 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [14:20:37.593969] Epoch: [234] [2780/2904] eta: 0:01:33 lr: 0.002031 loss: 0.1819 (0.1933) loss_rec_all: 0.2080 (0.2192) loss_rec_sfr: 0.2369 (0.2824) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [14:20:52.511963] Epoch: [234] [2800/2904] eta: 0:01:18 lr: 0.002031 loss: 0.1880 (0.1934) loss_rec_all: 0.2147 (0.2193) loss_rec_sfr: 0.2754 (0.2827) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [14:21:07.436179] Epoch: [234] [2820/2904] eta: 0:01:03 lr: 0.002031 loss: 0.1918 (0.1935) loss_rec_all: 0.2180 (0.2194) loss_rec_sfr: 0.2745 (0.2830) loss_cl: -0.2791 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [14:21:22.397828] Epoch: [234] [2840/2904] eta: 0:00:48 lr: 0.002031 loss: 0.1859 (0.1934) loss_rec_all: 0.2117 (0.2193) loss_rec_sfr: 0.2576 (0.2828) loss_cl: -0.2791 (-0.2788) time: 0.7480 data: 0.0023 max mem: 29860 [14:21:37.319320] Epoch: [234] [2860/2904] eta: 0:00:33 lr: 0.002031 loss: 0.1886 (0.1935) loss_rec_all: 0.2146 (0.2194) loss_rec_sfr: 0.2709 (0.2830) loss_cl: -0.2778 (-0.2788) time: 0.7460 data: 0.0001 max mem: 29860 [14:21:52.245451] Epoch: [234] [2880/2904] eta: 0:00:18 lr: 0.002031 loss: 0.1860 (0.1935) loss_rec_all: 0.2122 (0.2194) loss_rec_sfr: 0.2625 (0.2830) loss_cl: -0.2785 (-0.2788) time: 0.7463 data: 0.0001 max mem: 29860 [14:22:07.180341] Epoch: [234] [2900/2904] eta: 0:00:03 lr: 0.002031 loss: 0.1808 (0.1935) loss_rec_all: 0.2065 (0.2194) loss_rec_sfr: 0.2572 (0.2829) loss_cl: -0.2785 (-0.2788) time: 0.7467 data: 0.0001 max mem: 29860 [14:22:09.424797] Epoch: [234] [2903/2904] eta: 0:00:00 lr: 0.002031 loss: 0.1808 (0.1935) loss_rec_all: 0.2068 (0.2194) loss_rec_sfr: 0.2572 (0.2829) loss_cl: -0.2785 (-0.2788) time: 0.7466 data: 0.0001 max mem: 29860 [14:22:11.590026] Epoch: [234] Total time: 0:36:27 (0.7532 s / it) [14:22:11.591312] Averaged stats: lr: 0.002031 loss: 0.1808 (0.1964) loss_rec_all: 0.2068 (0.2199) loss_rec_sfr: 0.2572 (0.2848) loss_cl: -0.2785 (-0.2556) [14:22:11.596095] log_dir: ./checkpoint/VF2_ViT-B [14:22:30.531937] Epoch: [235] [ 0/2904] eta: 15:16:26 lr: 0.002031 loss: 0.2462 (0.2462) loss_rec_all: 0.2708 (0.2708) loss_rec_sfr: 0.4619 (0.4619) loss_cl: -0.2778 (-0.2778) time: 18.9348 data: 10.7484 max mem: 29860 [14:22:48.098473] Epoch: [235] [ 20/2904] eta: 1:23:32 lr: 0.002031 loss: 0.1861 (0.2007) loss_rec_all: 0.2119 (0.2264) loss_rec_sfr: 0.2644 (0.3076) loss_cl: -0.2788 (-0.2785) time: 0.8783 data: 0.1335 max mem: 29860 [14:23:02.973376] Epoch: [235] [ 40/2904] eta: 0:59:48 lr: 0.002031 loss: 0.1851 (0.1981) loss_rec_all: 0.2111 (0.2238) loss_rec_sfr: 0.2728 (0.3002) loss_cl: -0.2794 (-0.2789) time: 0.7437 data: 0.0002 max mem: 29860 [14:23:17.850637] Epoch: [235] [ 60/2904] eta: 0:51:28 lr: 0.002031 loss: 0.1867 (0.1969) loss_rec_all: 0.2125 (0.2227) loss_rec_sfr: 0.2610 (0.2952) loss_cl: -0.2802 (-0.2793) time: 0.7438 data: 0.0002 max mem: 29860 [14:23:32.763616] Epoch: [235] [ 80/2904] eta: 0:47:09 lr: 0.002031 loss: 0.1798 (0.1931) loss_rec_all: 0.2061 (0.2190) loss_rec_sfr: 0.2550 (0.2828) loss_cl: -0.2789 (-0.2793) time: 0.7456 data: 0.0002 max mem: 29860 [14:23:47.685739] Epoch: [235] [ 100/2904] eta: 0:44:27 lr: 0.002031 loss: 0.1848 (0.1932) loss_rec_all: 0.2106 (0.2191) loss_rec_sfr: 0.2641 (0.2829) loss_cl: -0.2779 (-0.2790) time: 0.7461 data: 0.0002 max mem: 29860 [14:24:02.611268] Epoch: [235] [ 120/2904] eta: 0:42:34 lr: 0.002031 loss: 0.1822 (0.1930) loss_rec_all: 0.2083 (0.2189) loss_rec_sfr: 0.2367 (0.2807) loss_cl: -0.2784 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [14:24:17.541602] Epoch: [235] [ 140/2904] eta: 0:41:08 lr: 0.002031 loss: 0.1833 (0.1926) loss_rec_all: 0.2090 (0.2185) loss_rec_sfr: 0.2748 (0.2805) loss_cl: -0.2793 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [14:24:32.476465] Epoch: [235] [ 160/2904] eta: 0:40:00 lr: 0.002031 loss: 0.1825 (0.1923) loss_rec_all: 0.2086 (0.2183) loss_rec_sfr: 0.2567 (0.2792) loss_cl: -0.2784 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [14:24:47.400447] Epoch: [235] [ 180/2904] eta: 0:39:04 lr: 0.002031 loss: 0.1834 (0.1933) loss_rec_all: 0.2095 (0.2192) loss_rec_sfr: 0.2638 (0.2828) loss_cl: -0.2783 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [14:25:02.336535] Epoch: [235] [ 200/2904] eta: 0:38:16 lr: 0.002031 loss: 0.1826 (0.1930) loss_rec_all: 0.2087 (0.2189) loss_rec_sfr: 0.2660 (0.2812) loss_cl: -0.2792 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [14:25:17.256264] Epoch: [235] [ 220/2904] eta: 0:37:34 lr: 0.002031 loss: 0.1815 (0.1930) loss_rec_all: 0.2080 (0.2189) loss_rec_sfr: 0.2763 (0.2820) loss_cl: -0.2801 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [14:25:32.180607] Epoch: [235] [ 240/2904] eta: 0:36:57 lr: 0.002031 loss: 0.1853 (0.1933) loss_rec_all: 0.2113 (0.2192) loss_rec_sfr: 0.2674 (0.2837) loss_cl: -0.2795 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [14:25:47.101834] Epoch: [235] [ 260/2904] eta: 0:36:23 lr: 0.002030 loss: 0.1858 (0.1936) loss_rec_all: 0.2116 (0.2195) loss_rec_sfr: 0.2772 (0.2852) loss_cl: -0.2786 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [14:26:02.035762] Epoch: [235] [ 280/2904] eta: 0:35:51 lr: 0.002030 loss: 0.1890 (0.1939) loss_rec_all: 0.2151 (0.2198) loss_rec_sfr: 0.2682 (0.2860) loss_cl: -0.2783 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [14:26:16.966534] Epoch: [235] [ 300/2904] eta: 0:35:22 lr: 0.002030 loss: 0.1808 (0.1937) loss_rec_all: 0.2071 (0.2196) loss_rec_sfr: 0.2709 (0.2853) loss_cl: -0.2788 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [14:26:31.886740] Epoch: [235] [ 320/2904] eta: 0:34:55 lr: 0.002030 loss: 0.1890 (0.1944) loss_rec_all: 0.2149 (0.2203) loss_rec_sfr: 0.2811 (0.2876) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [14:26:46.803158] Epoch: [235] [ 340/2904] eta: 0:34:29 lr: 0.002030 loss: 0.1839 (0.1947) loss_rec_all: 0.2100 (0.2206) loss_rec_sfr: 0.2699 (0.2883) loss_cl: -0.2779 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [14:27:01.747944] Epoch: [235] [ 360/2904] eta: 0:34:04 lr: 0.002030 loss: 0.1902 (0.1951) loss_rec_all: 0.2163 (0.2209) loss_rec_sfr: 0.2744 (0.2896) loss_cl: -0.2789 (-0.2788) time: 0.7472 data: 0.0002 max mem: 29860 [14:27:16.664155] Epoch: [235] [ 380/2904] eta: 0:33:40 lr: 0.002030 loss: 0.1897 (0.1954) loss_rec_all: 0.2156 (0.2213) loss_rec_sfr: 0.2840 (0.2908) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [14:27:31.580285] Epoch: [235] [ 400/2904] eta: 0:33:17 lr: 0.002030 loss: 0.1813 (0.1948) loss_rec_all: 0.2078 (0.2207) loss_rec_sfr: 0.2634 (0.2888) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [14:27:46.499905] Epoch: [235] [ 420/2904] eta: 0:32:55 lr: 0.002030 loss: 0.1834 (0.1950) loss_rec_all: 0.2098 (0.2209) loss_rec_sfr: 0.2724 (0.2895) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [14:28:01.449437] Epoch: [235] [ 440/2904] eta: 0:32:34 lr: 0.002030 loss: 0.1804 (0.1945) loss_rec_all: 0.2066 (0.2204) loss_rec_sfr: 0.2648 (0.2881) loss_cl: -0.2788 (-0.2788) time: 0.7474 data: 0.0002 max mem: 29860 [14:28:16.411583] Epoch: [235] [ 460/2904] eta: 0:32:13 lr: 0.002030 loss: 0.1848 (0.1948) loss_rec_all: 0.2107 (0.2206) loss_rec_sfr: 0.2754 (0.2891) loss_cl: -0.2787 (-0.2788) time: 0.7481 data: 0.0002 max mem: 29860 [14:28:31.357645] Epoch: [235] [ 480/2904] eta: 0:31:53 lr: 0.002030 loss: 0.1875 (0.1952) loss_rec_all: 0.2141 (0.2211) loss_rec_sfr: 0.2336 (0.2896) loss_cl: -0.2792 (-0.2788) time: 0.7473 data: 0.0002 max mem: 29860 [14:28:46.317514] Epoch: [235] [ 500/2904] eta: 0:31:33 lr: 0.002030 loss: 0.1870 (0.1950) loss_rec_all: 0.2135 (0.2209) loss_rec_sfr: 0.2665 (0.2888) loss_cl: -0.2798 (-0.2788) time: 0.7480 data: 0.0002 max mem: 29860 [14:29:01.263239] Epoch: [235] [ 520/2904] eta: 0:31:14 lr: 0.002030 loss: 0.1815 (0.1951) loss_rec_all: 0.2080 (0.2210) loss_rec_sfr: 0.2751 (0.2894) loss_cl: -0.2795 (-0.2788) time: 0.7472 data: 0.0002 max mem: 29860 [14:29:16.236754] Epoch: [235] [ 540/2904] eta: 0:30:55 lr: 0.002030 loss: 0.1836 (0.1950) loss_rec_all: 0.2094 (0.2208) loss_rec_sfr: 0.2718 (0.2895) loss_cl: -0.2775 (-0.2788) time: 0.7486 data: 0.0002 max mem: 29860 [14:29:31.204495] Epoch: [235] [ 560/2904] eta: 0:30:36 lr: 0.002030 loss: 0.1899 (0.1952) loss_rec_all: 0.2155 (0.2211) loss_rec_sfr: 0.2806 (0.2905) loss_cl: -0.2775 (-0.2788) time: 0.7483 data: 0.0002 max mem: 29860 [14:29:46.159655] Epoch: [235] [ 580/2904] eta: 0:30:18 lr: 0.002030 loss: 0.1820 (0.1950) loss_rec_all: 0.2077 (0.2209) loss_rec_sfr: 0.2553 (0.2895) loss_cl: -0.2789 (-0.2788) time: 0.7477 data: 0.0002 max mem: 29860 [14:30:01.122422] Epoch: [235] [ 600/2904] eta: 0:29:59 lr: 0.002030 loss: 0.1792 (0.1951) loss_rec_all: 0.2053 (0.2209) loss_rec_sfr: 0.2519 (0.2897) loss_cl: -0.2793 (-0.2788) time: 0.7481 data: 0.0002 max mem: 29860 [14:30:16.091820] Epoch: [235] [ 620/2904] eta: 0:29:41 lr: 0.002030 loss: 0.1817 (0.1948) loss_rec_all: 0.2078 (0.2206) loss_rec_sfr: 0.2710 (0.2890) loss_cl: -0.2794 (-0.2788) time: 0.7484 data: 0.0002 max mem: 29860 [14:30:31.047896] Epoch: [235] [ 640/2904] eta: 0:29:23 lr: 0.002030 loss: 0.1865 (0.1950) loss_rec_all: 0.2125 (0.2208) loss_rec_sfr: 0.2696 (0.2896) loss_cl: -0.2793 (-0.2788) time: 0.7478 data: 0.0002 max mem: 29860 [14:30:46.034861] Epoch: [235] [ 660/2904] eta: 0:29:06 lr: 0.002030 loss: 0.1814 (0.1948) loss_rec_all: 0.2081 (0.2206) loss_rec_sfr: 0.2586 (0.2890) loss_cl: -0.2787 (-0.2788) time: 0.7493 data: 0.0002 max mem: 29860 [14:31:01.026183] Epoch: [235] [ 680/2904] eta: 0:28:48 lr: 0.002030 loss: 0.1822 (0.1946) loss_rec_all: 0.2082 (0.2204) loss_rec_sfr: 0.2676 (0.2886) loss_cl: -0.2788 (-0.2788) time: 0.7495 data: 0.0003 max mem: 29860 [14:31:15.969512] Epoch: [235] [ 700/2904] eta: 0:28:31 lr: 0.002030 loss: 0.1864 (0.1946) loss_rec_all: 0.2123 (0.2205) loss_rec_sfr: 0.2689 (0.2888) loss_cl: -0.2775 (-0.2788) time: 0.7471 data: 0.0002 max mem: 29860 [14:31:30.912935] Epoch: [235] [ 720/2904] eta: 0:28:14 lr: 0.002030 loss: 0.1838 (0.1945) loss_rec_all: 0.2099 (0.2204) loss_rec_sfr: 0.2306 (0.2882) loss_cl: -0.2786 (-0.2788) time: 0.7471 data: 0.0002 max mem: 29860 [14:31:45.840473] Epoch: [235] [ 740/2904] eta: 0:27:56 lr: 0.002030 loss: 0.1879 (0.1949) loss_rec_all: 0.2140 (0.2207) loss_rec_sfr: 0.2826 (0.2893) loss_cl: -0.2792 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [14:32:00.767824] Epoch: [235] [ 760/2904] eta: 0:27:39 lr: 0.002030 loss: 0.1827 (0.1948) loss_rec_all: 0.2088 (0.2207) loss_rec_sfr: 0.2708 (0.2893) loss_cl: -0.2792 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [14:32:15.696469] Epoch: [235] [ 780/2904] eta: 0:27:22 lr: 0.002030 loss: 0.1822 (0.1947) loss_rec_all: 0.2086 (0.2206) loss_rec_sfr: 0.2554 (0.2886) loss_cl: -0.2793 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [14:32:30.613739] Epoch: [235] [ 800/2904] eta: 0:27:05 lr: 0.002030 loss: 0.1816 (0.1947) loss_rec_all: 0.2077 (0.2206) loss_rec_sfr: 0.2639 (0.2888) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [14:32:45.529819] Epoch: [235] [ 820/2904] eta: 0:26:49 lr: 0.002030 loss: 0.1784 (0.1946) loss_rec_all: 0.2047 (0.2205) loss_rec_sfr: 0.2609 (0.2884) loss_cl: -0.2783 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [14:33:00.453949] Epoch: [235] [ 840/2904] eta: 0:26:32 lr: 0.002030 loss: 0.1877 (0.1946) loss_rec_all: 0.2139 (0.2205) loss_rec_sfr: 0.2600 (0.2884) loss_cl: -0.2784 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [14:33:15.391582] Epoch: [235] [ 860/2904] eta: 0:26:15 lr: 0.002030 loss: 0.1852 (0.1945) loss_rec_all: 0.2113 (0.2204) loss_rec_sfr: 0.2621 (0.2878) loss_cl: -0.2790 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [14:33:30.326970] Epoch: [235] [ 880/2904] eta: 0:25:59 lr: 0.002030 loss: 0.1859 (0.1946) loss_rec_all: 0.2119 (0.2204) loss_rec_sfr: 0.2642 (0.2879) loss_cl: -0.2788 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [14:33:45.263983] Epoch: [235] [ 900/2904] eta: 0:25:42 lr: 0.002030 loss: 0.1842 (0.1945) loss_rec_all: 0.2106 (0.2204) loss_rec_sfr: 0.2677 (0.2877) loss_cl: -0.2788 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [14:34:00.199479] Epoch: [235] [ 920/2904] eta: 0:25:26 lr: 0.002030 loss: 0.1813 (0.1944) loss_rec_all: 0.2074 (0.2203) loss_rec_sfr: 0.2678 (0.2876) loss_cl: -0.2790 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [14:34:15.140524] Epoch: [235] [ 940/2904] eta: 0:25:10 lr: 0.002030 loss: 0.1809 (0.1943) loss_rec_all: 0.2073 (0.2202) loss_rec_sfr: 0.2368 (0.2869) loss_cl: -0.2789 (-0.2788) time: 0.7470 data: 0.0002 max mem: 29860 [14:34:30.089616] Epoch: [235] [ 960/2904] eta: 0:24:53 lr: 0.002030 loss: 0.1833 (0.1942) loss_rec_all: 0.2095 (0.2201) loss_rec_sfr: 0.2669 (0.2866) loss_cl: -0.2784 (-0.2788) time: 0.7474 data: 0.0002 max mem: 29860 [14:34:45.037894] Epoch: [235] [ 980/2904] eta: 0:24:37 lr: 0.002030 loss: 0.1926 (0.1945) loss_rec_all: 0.2184 (0.2203) loss_rec_sfr: 0.2741 (0.2873) loss_cl: -0.2782 (-0.2788) time: 0.7474 data: 0.0002 max mem: 29860 [14:35:00.000111] Epoch: [235] [1000/2904] eta: 0:24:21 lr: 0.002030 loss: 0.1877 (0.1946) loss_rec_all: 0.2136 (0.2205) loss_rec_sfr: 0.2711 (0.2877) loss_cl: -0.2791 (-0.2788) time: 0.7481 data: 0.0002 max mem: 29860 [14:35:14.932166] Epoch: [235] [1020/2904] eta: 0:24:05 lr: 0.002030 loss: 0.1837 (0.1945) loss_rec_all: 0.2098 (0.2204) loss_rec_sfr: 0.2731 (0.2877) loss_cl: -0.2796 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [14:35:29.849069] Epoch: [235] [1040/2904] eta: 0:23:49 lr: 0.002030 loss: 0.1871 (0.1945) loss_rec_all: 0.2132 (0.2204) loss_rec_sfr: 0.2681 (0.2876) loss_cl: -0.2795 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [14:35:44.766063] Epoch: [235] [1060/2904] eta: 0:23:33 lr: 0.002030 loss: 0.1821 (0.1946) loss_rec_all: 0.2081 (0.2205) loss_rec_sfr: 0.2644 (0.2879) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [14:35:59.684349] Epoch: [235] [1080/2904] eta: 0:23:17 lr: 0.002029 loss: 0.1841 (0.1945) loss_rec_all: 0.2103 (0.2203) loss_rec_sfr: 0.2547 (0.2873) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [14:36:14.604202] Epoch: [235] [1100/2904] eta: 0:23:01 lr: 0.002029 loss: 0.1841 (0.1945) loss_rec_all: 0.2104 (0.2204) loss_rec_sfr: 0.2632 (0.2874) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [14:36:29.525946] Epoch: [235] [1120/2904] eta: 0:22:45 lr: 0.002029 loss: 0.1838 (0.1946) loss_rec_all: 0.2099 (0.2204) loss_rec_sfr: 0.2694 (0.2875) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [14:36:44.445568] Epoch: [235] [1140/2904] eta: 0:22:29 lr: 0.002029 loss: 0.1831 (0.1946) loss_rec_all: 0.2094 (0.2205) loss_rec_sfr: 0.2588 (0.2877) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [14:36:59.381610] Epoch: [235] [1160/2904] eta: 0:22:13 lr: 0.002029 loss: 0.1813 (0.1947) loss_rec_all: 0.2075 (0.2205) loss_rec_sfr: 0.2670 (0.2880) loss_cl: -0.2792 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [14:37:14.332324] Epoch: [235] [1180/2904] eta: 0:21:57 lr: 0.002029 loss: 0.1851 (0.1948) loss_rec_all: 0.2110 (0.2207) loss_rec_sfr: 0.2868 (0.2888) loss_cl: -0.2792 (-0.2788) time: 0.7475 data: 0.0002 max mem: 29860 [14:37:29.276666] Epoch: [235] [1200/2904] eta: 0:21:41 lr: 0.002029 loss: 0.1877 (0.1949) loss_rec_all: 0.2135 (0.2208) loss_rec_sfr: 0.2758 (0.2892) loss_cl: -0.2787 (-0.2788) time: 0.7472 data: 0.0002 max mem: 29860 [14:37:44.222172] Epoch: [235] [1220/2904] eta: 0:21:26 lr: 0.002029 loss: 0.1858 (0.1951) loss_rec_all: 0.2118 (0.2209) loss_rec_sfr: 0.2807 (0.2898) loss_cl: -0.2785 (-0.2788) time: 0.7472 data: 0.0002 max mem: 29860 [14:37:59.399266] Epoch: [235] [1240/2904] eta: 0:21:10 lr: 0.002029 loss: 0.1842 (0.1950) loss_rec_all: 0.2106 (0.2209) loss_rec_sfr: 0.2632 (0.2895) loss_cl: -0.2780 (-0.2788) time: 0.7588 data: 0.0002 max mem: 29860 [14:38:14.358197] Epoch: [235] [1260/2904] eta: 0:20:55 lr: 0.002029 loss: 0.1834 (0.1950) loss_rec_all: 0.2098 (0.2209) loss_rec_sfr: 0.2581 (0.2894) loss_cl: -0.2789 (-0.2788) time: 0.7479 data: 0.0002 max mem: 29860 [14:38:29.319855] Epoch: [235] [1280/2904] eta: 0:20:39 lr: 0.002029 loss: 0.1821 (0.1949) loss_rec_all: 0.2085 (0.2207) loss_rec_sfr: 0.2298 (0.2887) loss_cl: -0.2793 (-0.2788) time: 0.7480 data: 0.0002 max mem: 29860 [14:38:44.284497] Epoch: [235] [1300/2904] eta: 0:20:23 lr: 0.002029 loss: 0.1866 (0.1950) loss_rec_all: 0.2125 (0.2209) loss_rec_sfr: 0.2769 (0.2892) loss_cl: -0.2788 (-0.2788) time: 0.7482 data: 0.0002 max mem: 29860 [14:38:59.257512] Epoch: [235] [1320/2904] eta: 0:20:08 lr: 0.002029 loss: 0.1845 (0.1951) loss_rec_all: 0.2102 (0.2210) loss_rec_sfr: 0.2696 (0.2895) loss_cl: -0.2786 (-0.2788) time: 0.7486 data: 0.0002 max mem: 29860 [14:39:14.242385] Epoch: [235] [1340/2904] eta: 0:19:52 lr: 0.002029 loss: 0.1877 (0.1951) loss_rec_all: 0.2136 (0.2210) loss_rec_sfr: 0.2648 (0.2895) loss_cl: -0.2787 (-0.2788) time: 0.7492 data: 0.0002 max mem: 29860 [14:39:29.223860] Epoch: [235] [1360/2904] eta: 0:19:37 lr: 0.002029 loss: 0.1802 (0.1952) loss_rec_all: 0.2062 (0.2210) loss_rec_sfr: 0.2702 (0.2897) loss_cl: -0.2792 (-0.2788) time: 0.7490 data: 0.0002 max mem: 29860 [14:39:44.194535] Epoch: [235] [1380/2904] eta: 0:19:21 lr: 0.002029 loss: 0.1832 (0.1952) loss_rec_all: 0.2098 (0.2210) loss_rec_sfr: 0.2410 (0.2896) loss_cl: -0.2794 (-0.2788) time: 0.7485 data: 0.0002 max mem: 29860 [14:39:59.135747] Epoch: [235] [1400/2904] eta: 0:19:05 lr: 0.002029 loss: 0.1916 (0.1953) loss_rec_all: 0.2173 (0.2211) loss_rec_sfr: 0.2648 (0.2898) loss_cl: -0.2793 (-0.2788) time: 0.7470 data: 0.0002 max mem: 29860 [14:40:14.067582] Epoch: [235] [1420/2904] eta: 0:18:50 lr: 0.002029 loss: 0.1875 (0.1953) loss_rec_all: 0.2131 (0.2211) loss_rec_sfr: 0.2721 (0.2899) loss_cl: -0.2791 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [14:40:29.015721] Epoch: [235] [1440/2904] eta: 0:18:34 lr: 0.002029 loss: 0.1960 (0.1955) loss_rec_all: 0.2218 (0.2213) loss_rec_sfr: 0.2753 (0.2904) loss_cl: -0.2778 (-0.2788) time: 0.7474 data: 0.0002 max mem: 29860 [14:40:43.965807] Epoch: [235] [1460/2904] eta: 0:18:19 lr: 0.002029 loss: 0.1845 (0.1953) loss_rec_all: 0.2106 (0.2212) loss_rec_sfr: 0.2432 (0.2900) loss_cl: -0.2782 (-0.2788) time: 0.7475 data: 0.0002 max mem: 29860 [14:40:58.908477] Epoch: [235] [1480/2904] eta: 0:18:03 lr: 0.002029 loss: 0.1844 (0.1952) loss_rec_all: 0.2103 (0.2211) loss_rec_sfr: 0.2667 (0.2896) loss_cl: -0.2794 (-0.2788) time: 0.7471 data: 0.0002 max mem: 29860 [14:41:13.848168] Epoch: [235] [1500/2904] eta: 0:17:48 lr: 0.002029 loss: 0.1813 (0.1952) loss_rec_all: 0.2077 (0.2210) loss_rec_sfr: 0.2336 (0.2894) loss_cl: -0.2797 (-0.2788) time: 0.7469 data: 0.0002 max mem: 29860 [14:41:28.805891] Epoch: [235] [1520/2904] eta: 0:17:32 lr: 0.002029 loss: 0.1846 (0.1952) loss_rec_all: 0.2107 (0.2210) loss_rec_sfr: 0.2793 (0.2895) loss_cl: -0.2788 (-0.2788) time: 0.7478 data: 0.0002 max mem: 29860 [14:41:43.743376] Epoch: [235] [1540/2904] eta: 0:17:17 lr: 0.002029 loss: 0.1831 (0.1951) loss_rec_all: 0.2095 (0.2210) loss_rec_sfr: 0.2306 (0.2892) loss_cl: -0.2787 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [14:41:58.659702] Epoch: [235] [1560/2904] eta: 0:17:01 lr: 0.002029 loss: 0.1784 (0.1950) loss_rec_all: 0.2047 (0.2208) loss_rec_sfr: 0.2296 (0.2888) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [14:42:13.573365] Epoch: [235] [1580/2904] eta: 0:16:46 lr: 0.002029 loss: 0.1858 (0.1950) loss_rec_all: 0.2120 (0.2209) loss_rec_sfr: 0.2711 (0.2888) loss_cl: -0.2800 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [14:42:28.495097] Epoch: [235] [1600/2904] eta: 0:16:31 lr: 0.002029 loss: 0.1821 (0.1949) loss_rec_all: 0.2080 (0.2208) loss_rec_sfr: 0.2648 (0.2886) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [14:42:43.409043] Epoch: [235] [1620/2904] eta: 0:16:15 lr: 0.002029 loss: 0.1828 (0.1949) loss_rec_all: 0.2088 (0.2208) loss_rec_sfr: 0.2719 (0.2886) loss_cl: -0.2781 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [14:42:58.322371] Epoch: [235] [1640/2904] eta: 0:16:00 lr: 0.002029 loss: 0.1800 (0.1950) loss_rec_all: 0.2064 (0.2208) loss_rec_sfr: 0.2403 (0.2887) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [14:43:13.235579] Epoch: [235] [1660/2904] eta: 0:15:44 lr: 0.002029 loss: 0.1857 (0.1950) loss_rec_all: 0.2113 (0.2209) loss_rec_sfr: 0.2738 (0.2889) loss_cl: -0.2793 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [14:43:28.153876] Epoch: [235] [1680/2904] eta: 0:15:29 lr: 0.002029 loss: 0.1798 (0.1950) loss_rec_all: 0.2059 (0.2208) loss_rec_sfr: 0.2676 (0.2887) loss_cl: -0.2794 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [14:43:43.065067] Epoch: [235] [1700/2904] eta: 0:15:14 lr: 0.002029 loss: 0.1865 (0.1950) loss_rec_all: 0.2127 (0.2208) loss_rec_sfr: 0.2658 (0.2889) loss_cl: -0.2773 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [14:43:57.985050] Epoch: [235] [1720/2904] eta: 0:14:58 lr: 0.002029 loss: 0.1851 (0.1950) loss_rec_all: 0.2110 (0.2209) loss_rec_sfr: 0.2678 (0.2890) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [14:44:12.907647] Epoch: [235] [1740/2904] eta: 0:14:43 lr: 0.002029 loss: 0.1826 (0.1949) loss_rec_all: 0.2086 (0.2208) loss_rec_sfr: 0.2586 (0.2886) loss_cl: -0.2793 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [14:44:27.831038] Epoch: [235] [1760/2904] eta: 0:14:28 lr: 0.002029 loss: 0.1820 (0.1948) loss_rec_all: 0.2081 (0.2207) loss_rec_sfr: 0.2605 (0.2884) loss_cl: -0.2785 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [14:44:42.757830] Epoch: [235] [1780/2904] eta: 0:14:12 lr: 0.002029 loss: 0.1785 (0.1947) loss_rec_all: 0.2044 (0.2206) loss_rec_sfr: 0.2596 (0.2880) loss_cl: -0.2793 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [14:44:57.678824] Epoch: [235] [1800/2904] eta: 0:13:57 lr: 0.002029 loss: 0.1860 (0.1947) loss_rec_all: 0.2121 (0.2206) loss_rec_sfr: 0.2747 (0.2881) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [14:45:12.596134] Epoch: [235] [1820/2904] eta: 0:13:42 lr: 0.002029 loss: 0.1825 (0.1946) loss_rec_all: 0.2085 (0.2205) loss_rec_sfr: 0.2559 (0.2878) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [14:45:27.506834] Epoch: [235] [1840/2904] eta: 0:13:26 lr: 0.002029 loss: 0.1919 (0.1947) loss_rec_all: 0.2180 (0.2205) loss_rec_sfr: 0.2747 (0.2880) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [14:45:42.425120] Epoch: [235] [1860/2904] eta: 0:13:11 lr: 0.002029 loss: 0.1849 (0.1946) loss_rec_all: 0.2113 (0.2205) loss_rec_sfr: 0.2743 (0.2878) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [14:45:57.349332] Epoch: [235] [1880/2904] eta: 0:12:56 lr: 0.002028 loss: 0.1844 (0.1946) loss_rec_all: 0.2107 (0.2205) loss_rec_sfr: 0.2591 (0.2877) loss_cl: -0.2796 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [14:46:12.274496] Epoch: [235] [1900/2904] eta: 0:12:40 lr: 0.002028 loss: 0.1816 (0.1945) loss_rec_all: 0.2081 (0.2204) loss_rec_sfr: 0.2373 (0.2873) loss_cl: -0.2798 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [14:46:27.211006] Epoch: [235] [1920/2904] eta: 0:12:25 lr: 0.002028 loss: 0.1833 (0.1945) loss_rec_all: 0.2097 (0.2203) loss_rec_sfr: 0.2619 (0.2871) loss_cl: -0.2790 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [14:46:42.139447] Epoch: [235] [1940/2904] eta: 0:12:10 lr: 0.002028 loss: 0.1819 (0.1944) loss_rec_all: 0.2083 (0.2203) loss_rec_sfr: 0.2597 (0.2869) loss_cl: -0.2789 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [14:46:57.064640] Epoch: [235] [1960/2904] eta: 0:11:55 lr: 0.002028 loss: 0.1881 (0.1945) loss_rec_all: 0.2140 (0.2203) loss_rec_sfr: 0.2848 (0.2872) loss_cl: -0.2786 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [14:47:11.980175] Epoch: [235] [1980/2904] eta: 0:11:39 lr: 0.002028 loss: 0.1875 (0.1945) loss_rec_all: 0.2134 (0.2203) loss_rec_sfr: 0.2686 (0.2872) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [14:47:26.894202] Epoch: [235] [2000/2904] eta: 0:11:24 lr: 0.002028 loss: 0.1829 (0.1945) loss_rec_all: 0.2089 (0.2203) loss_rec_sfr: 0.2726 (0.2872) loss_cl: -0.2793 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [14:47:41.808549] Epoch: [235] [2020/2904] eta: 0:11:09 lr: 0.002028 loss: 0.1904 (0.1945) loss_rec_all: 0.2163 (0.2204) loss_rec_sfr: 0.2710 (0.2874) loss_cl: -0.2784 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [14:47:56.742216] Epoch: [235] [2040/2904] eta: 0:10:54 lr: 0.002028 loss: 0.1818 (0.1946) loss_rec_all: 0.2078 (0.2204) loss_rec_sfr: 0.2718 (0.2876) loss_cl: -0.2790 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [14:48:11.663726] Epoch: [235] [2060/2904] eta: 0:10:38 lr: 0.002028 loss: 0.1849 (0.1945) loss_rec_all: 0.2108 (0.2204) loss_rec_sfr: 0.2634 (0.2875) loss_cl: -0.2801 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [14:48:26.582640] Epoch: [235] [2080/2904] eta: 0:10:23 lr: 0.002028 loss: 0.1836 (0.1945) loss_rec_all: 0.2097 (0.2204) loss_rec_sfr: 0.2769 (0.2876) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [14:48:41.507986] Epoch: [235] [2100/2904] eta: 0:10:08 lr: 0.002028 loss: 0.1817 (0.1945) loss_rec_all: 0.2079 (0.2203) loss_rec_sfr: 0.2684 (0.2874) loss_cl: -0.2783 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [14:48:56.432506] Epoch: [235] [2120/2904] eta: 0:09:53 lr: 0.002028 loss: 0.1833 (0.1945) loss_rec_all: 0.2091 (0.2204) loss_rec_sfr: 0.2695 (0.2875) loss_cl: -0.2779 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [14:49:11.354711] Epoch: [235] [2140/2904] eta: 0:09:37 lr: 0.002028 loss: 0.1822 (0.1944) loss_rec_all: 0.2082 (0.2203) loss_rec_sfr: 0.2550 (0.2872) loss_cl: -0.2786 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [14:49:26.292168] Epoch: [235] [2160/2904] eta: 0:09:22 lr: 0.002028 loss: 0.1886 (0.1945) loss_rec_all: 0.2147 (0.2203) loss_rec_sfr: 0.2655 (0.2874) loss_cl: -0.2789 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [14:49:41.212447] Epoch: [235] [2180/2904] eta: 0:09:07 lr: 0.002028 loss: 0.1832 (0.1944) loss_rec_all: 0.2091 (0.2203) loss_rec_sfr: 0.2722 (0.2872) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [14:49:56.139969] Epoch: [235] [2200/2904] eta: 0:08:52 lr: 0.002028 loss: 0.1863 (0.1944) loss_rec_all: 0.2126 (0.2203) loss_rec_sfr: 0.2656 (0.2872) loss_cl: -0.2785 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [14:50:11.084413] Epoch: [235] [2220/2904] eta: 0:08:37 lr: 0.002028 loss: 0.1845 (0.1944) loss_rec_all: 0.2104 (0.2203) loss_rec_sfr: 0.2701 (0.2872) loss_cl: -0.2792 (-0.2788) time: 0.7472 data: 0.0002 max mem: 29860 [14:50:26.036360] Epoch: [235] [2240/2904] eta: 0:08:22 lr: 0.002028 loss: 0.1860 (0.1944) loss_rec_all: 0.2124 (0.2203) loss_rec_sfr: 0.2710 (0.2873) loss_cl: -0.2795 (-0.2788) time: 0.7475 data: 0.0002 max mem: 29860 [14:50:40.993594] Epoch: [235] [2260/2904] eta: 0:08:06 lr: 0.002028 loss: 0.1824 (0.1944) loss_rec_all: 0.2088 (0.2203) loss_rec_sfr: 0.2677 (0.2873) loss_cl: -0.2796 (-0.2788) time: 0.7478 data: 0.0002 max mem: 29860 [14:50:55.940474] Epoch: [235] [2280/2904] eta: 0:07:51 lr: 0.002028 loss: 0.1833 (0.1944) loss_rec_all: 0.2095 (0.2202) loss_rec_sfr: 0.2640 (0.2871) loss_cl: -0.2794 (-0.2788) time: 0.7473 data: 0.0002 max mem: 29860 [14:51:10.911918] Epoch: [235] [2300/2904] eta: 0:07:36 lr: 0.002028 loss: 0.1820 (0.1943) loss_rec_all: 0.2080 (0.2202) loss_rec_sfr: 0.2652 (0.2869) loss_cl: -0.2788 (-0.2788) time: 0.7485 data: 0.0002 max mem: 29860 [14:51:25.867867] Epoch: [235] [2320/2904] eta: 0:07:21 lr: 0.002028 loss: 0.1804 (0.1943) loss_rec_all: 0.2066 (0.2201) loss_rec_sfr: 0.2612 (0.2867) loss_cl: -0.2787 (-0.2788) time: 0.7477 data: 0.0002 max mem: 29860 [14:51:40.839682] Epoch: [235] [2340/2904] eta: 0:07:06 lr: 0.002028 loss: 0.1831 (0.1942) loss_rec_all: 0.2094 (0.2201) loss_rec_sfr: 0.2643 (0.2866) loss_cl: -0.2794 (-0.2788) time: 0.7485 data: 0.0002 max mem: 29860 [14:51:55.791831] Epoch: [235] [2360/2904] eta: 0:06:51 lr: 0.002028 loss: 0.1840 (0.1943) loss_rec_all: 0.2098 (0.2201) loss_rec_sfr: 0.2711 (0.2866) loss_cl: -0.2794 (-0.2788) time: 0.7476 data: 0.0002 max mem: 29860 [14:52:10.747977] Epoch: [235] [2380/2904] eta: 0:06:35 lr: 0.002028 loss: 0.1803 (0.1942) loss_rec_all: 0.2064 (0.2201) loss_rec_sfr: 0.2592 (0.2866) loss_cl: -0.2783 (-0.2788) time: 0.7478 data: 0.0002 max mem: 29860 [14:52:25.699286] Epoch: [235] [2400/2904] eta: 0:06:20 lr: 0.002028 loss: 0.1889 (0.1943) loss_rec_all: 0.2147 (0.2201) loss_rec_sfr: 0.2772 (0.2867) loss_cl: -0.2782 (-0.2788) time: 0.7475 data: 0.0002 max mem: 29860 [14:52:40.651029] Epoch: [235] [2420/2904] eta: 0:06:05 lr: 0.002028 loss: 0.1801 (0.1943) loss_rec_all: 0.2060 (0.2202) loss_rec_sfr: 0.2623 (0.2867) loss_cl: -0.2789 (-0.2788) time: 0.7475 data: 0.0002 max mem: 29860 [14:52:55.589511] Epoch: [235] [2440/2904] eta: 0:05:50 lr: 0.002028 loss: 0.1806 (0.1942) loss_rec_all: 0.2071 (0.2201) loss_rec_sfr: 0.2251 (0.2865) loss_cl: -0.2787 (-0.2788) time: 0.7469 data: 0.0003 max mem: 29860 [14:53:10.553301] Epoch: [235] [2460/2904] eta: 0:05:35 lr: 0.002028 loss: 0.1835 (0.1942) loss_rec_all: 0.2094 (0.2201) loss_rec_sfr: 0.2681 (0.2863) loss_cl: -0.2788 (-0.2788) time: 0.7481 data: 0.0002 max mem: 29860 [14:53:25.496466] Epoch: [235] [2480/2904] eta: 0:05:20 lr: 0.002028 loss: 0.1843 (0.1942) loss_rec_all: 0.2101 (0.2201) loss_rec_sfr: 0.2795 (0.2865) loss_cl: -0.2788 (-0.2788) time: 0.7471 data: 0.0002 max mem: 29860 [14:53:40.420247] Epoch: [235] [2500/2904] eta: 0:05:05 lr: 0.002028 loss: 0.1899 (0.1943) loss_rec_all: 0.2161 (0.2201) loss_rec_sfr: 0.2610 (0.2865) loss_cl: -0.2791 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [14:53:55.351799] Epoch: [235] [2520/2904] eta: 0:04:49 lr: 0.002028 loss: 0.1857 (0.1943) loss_rec_all: 0.2120 (0.2202) loss_rec_sfr: 0.2640 (0.2866) loss_cl: -0.2788 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [14:54:10.284190] Epoch: [235] [2540/2904] eta: 0:04:34 lr: 0.002028 loss: 0.1817 (0.1943) loss_rec_all: 0.2077 (0.2202) loss_rec_sfr: 0.2696 (0.2866) loss_cl: -0.2789 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [14:54:25.208908] Epoch: [235] [2560/2904] eta: 0:04:19 lr: 0.002028 loss: 0.1899 (0.1944) loss_rec_all: 0.2160 (0.2202) loss_rec_sfr: 0.2661 (0.2867) loss_cl: -0.2791 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [14:54:40.126053] Epoch: [235] [2580/2904] eta: 0:04:04 lr: 0.002028 loss: 0.1852 (0.1943) loss_rec_all: 0.2110 (0.2202) loss_rec_sfr: 0.2619 (0.2867) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [14:54:55.049201] Epoch: [235] [2600/2904] eta: 0:03:49 lr: 0.002028 loss: 0.1838 (0.1943) loss_rec_all: 0.2098 (0.2202) loss_rec_sfr: 0.2675 (0.2866) loss_cl: -0.2782 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [14:55:09.972972] Epoch: [235] [2620/2904] eta: 0:03:34 lr: 0.002028 loss: 0.1791 (0.1942) loss_rec_all: 0.2057 (0.2201) loss_rec_sfr: 0.2240 (0.2863) loss_cl: -0.2793 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [14:55:24.892162] Epoch: [235] [2640/2904] eta: 0:03:19 lr: 0.002028 loss: 0.1837 (0.1943) loss_rec_all: 0.2102 (0.2201) loss_rec_sfr: 0.2585 (0.2862) loss_cl: -0.2782 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [14:55:39.808936] Epoch: [235] [2660/2904] eta: 0:03:04 lr: 0.002028 loss: 0.1880 (0.1943) loss_rec_all: 0.2142 (0.2202) loss_rec_sfr: 0.2651 (0.2863) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [14:55:54.723882] Epoch: [235] [2680/2904] eta: 0:02:49 lr: 0.002028 loss: 0.1838 (0.1943) loss_rec_all: 0.2100 (0.2202) loss_rec_sfr: 0.2658 (0.2862) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [14:56:09.644533] Epoch: [235] [2700/2904] eta: 0:02:33 lr: 0.002027 loss: 0.1803 (0.1942) loss_rec_all: 0.2067 (0.2201) loss_rec_sfr: 0.2321 (0.2860) loss_cl: -0.2796 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [14:56:24.559955] Epoch: [235] [2720/2904] eta: 0:02:18 lr: 0.002027 loss: 0.1870 (0.1943) loss_rec_all: 0.2129 (0.2201) loss_rec_sfr: 0.2701 (0.2861) loss_cl: -0.2799 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [14:56:39.474157] Epoch: [235] [2740/2904] eta: 0:02:03 lr: 0.002027 loss: 0.1903 (0.1943) loss_rec_all: 0.2158 (0.2202) loss_rec_sfr: 0.2725 (0.2863) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [14:56:54.391045] Epoch: [235] [2760/2904] eta: 0:01:48 lr: 0.002027 loss: 0.1816 (0.1942) loss_rec_all: 0.2075 (0.2201) loss_rec_sfr: 0.2669 (0.2862) loss_cl: -0.2783 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [14:57:09.306655] Epoch: [235] [2780/2904] eta: 0:01:33 lr: 0.002027 loss: 0.1878 (0.1943) loss_rec_all: 0.2138 (0.2202) loss_rec_sfr: 0.2723 (0.2863) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [14:57:24.225101] Epoch: [235] [2800/2904] eta: 0:01:18 lr: 0.002027 loss: 0.1856 (0.1943) loss_rec_all: 0.2114 (0.2202) loss_rec_sfr: 0.2746 (0.2863) loss_cl: -0.2777 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [14:57:39.138140] Epoch: [235] [2820/2904] eta: 0:01:03 lr: 0.002027 loss: 0.1876 (0.1943) loss_rec_all: 0.2139 (0.2201) loss_rec_sfr: 0.2723 (0.2862) loss_cl: -0.2796 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [14:57:54.089072] Epoch: [235] [2840/2904] eta: 0:00:48 lr: 0.002027 loss: 0.1897 (0.1943) loss_rec_all: 0.2158 (0.2202) loss_rec_sfr: 0.2665 (0.2861) loss_cl: -0.2800 (-0.2788) time: 0.7475 data: 0.0023 max mem: 29860 [14:58:08.986100] Epoch: [235] [2860/2904] eta: 0:00:33 lr: 0.002027 loss: 0.1843 (0.1942) loss_rec_all: 0.2105 (0.2201) loss_rec_sfr: 0.2542 (0.2860) loss_cl: -0.2797 (-0.2788) time: 0.7448 data: 0.0001 max mem: 29860 [14:58:23.886027] Epoch: [235] [2880/2904] eta: 0:00:18 lr: 0.002027 loss: 0.1873 (0.1943) loss_rec_all: 0.2132 (0.2202) loss_rec_sfr: 0.2801 (0.2862) loss_cl: -0.2780 (-0.2788) time: 0.7450 data: 0.0001 max mem: 29860 [14:58:38.788405] Epoch: [235] [2900/2904] eta: 0:00:03 lr: 0.002027 loss: 0.1809 (0.1943) loss_rec_all: 0.2068 (0.2201) loss_rec_sfr: 0.2635 (0.2861) loss_cl: -0.2787 (-0.2788) time: 0.7451 data: 0.0001 max mem: 29860 [14:58:41.030488] Epoch: [235] [2903/2904] eta: 0:00:00 lr: 0.002027 loss: 0.1809 (0.1943) loss_rec_all: 0.2068 (0.2201) loss_rec_sfr: 0.2649 (0.2861) loss_cl: -0.2788 (-0.2788) time: 0.7450 data: 0.0001 max mem: 29860 [14:58:43.176952] Epoch: [235] Total time: 0:36:31 (0.7547 s / it) [14:58:43.188624] Averaged stats: lr: 0.002027 loss: 0.1809 (0.1968) loss_rec_all: 0.2068 (0.2203) loss_rec_sfr: 0.2649 (0.2865) loss_cl: -0.2788 (-0.2555) [14:58:43.193555] log_dir: ./checkpoint/VF2_ViT-B [14:59:01.437387] Epoch: [236] [ 0/2904] eta: 14:42:57 lr: 0.002027 loss: 0.1719 (0.1719) loss_rec_all: 0.1985 (0.1985) loss_rec_sfr: 0.1835 (0.1835) loss_cl: -0.2795 (-0.2795) time: 18.2430 data: 14.5845 max mem: 29860 [14:59:16.826879] Epoch: [236] [ 20/2904] eta: 1:16:58 lr: 0.002027 loss: 0.1803 (0.1892) loss_rec_all: 0.2062 (0.2151) loss_rec_sfr: 0.2214 (0.2662) loss_cl: -0.2784 (-0.2784) time: 0.7694 data: 0.0002 max mem: 29860 [14:59:31.800750] Epoch: [236] [ 40/2904] eta: 0:56:35 lr: 0.002027 loss: 0.1829 (0.1916) loss_rec_all: 0.2087 (0.2176) loss_rec_sfr: 0.2199 (0.2682) loss_cl: -0.2790 (-0.2786) time: 0.7486 data: 0.0002 max mem: 29860 [14:59:46.766865] Epoch: [236] [ 60/2904] eta: 0:49:23 lr: 0.002027 loss: 0.1838 (0.1919) loss_rec_all: 0.2098 (0.2178) loss_rec_sfr: 0.2747 (0.2748) loss_cl: -0.2789 (-0.2787) time: 0.7483 data: 0.0002 max mem: 29860 [15:00:01.731344] Epoch: [236] [ 80/2904] eta: 0:45:37 lr: 0.002027 loss: 0.1839 (0.1922) loss_rec_all: 0.2100 (0.2182) loss_rec_sfr: 0.2665 (0.2764) loss_cl: -0.2791 (-0.2788) time: 0.7482 data: 0.0004 max mem: 29860 [15:00:16.708177] Epoch: [236] [ 100/2904] eta: 0:43:16 lr: 0.002027 loss: 0.1842 (0.1920) loss_rec_all: 0.2105 (0.2180) loss_rec_sfr: 0.2625 (0.2737) loss_cl: -0.2789 (-0.2788) time: 0.7488 data: 0.0003 max mem: 29860 [15:00:31.673910] Epoch: [236] [ 120/2904] eta: 0:41:35 lr: 0.002027 loss: 0.1803 (0.1908) loss_rec_all: 0.2066 (0.2168) loss_rec_sfr: 0.2304 (0.2700) loss_cl: -0.2792 (-0.2789) time: 0.7482 data: 0.0003 max mem: 29860 [15:00:46.679733] Epoch: [236] [ 140/2904] eta: 0:40:20 lr: 0.002027 loss: 0.1882 (0.1911) loss_rec_all: 0.2143 (0.2171) loss_rec_sfr: 0.2555 (0.2708) loss_cl: -0.2786 (-0.2788) time: 0.7502 data: 0.0004 max mem: 29860 [15:01:01.677833] Epoch: [236] [ 160/2904] eta: 0:39:20 lr: 0.002027 loss: 0.1855 (0.1918) loss_rec_all: 0.2114 (0.2177) loss_rec_sfr: 0.2676 (0.2738) loss_cl: -0.2789 (-0.2788) time: 0.7498 data: 0.0003 max mem: 29860 [15:01:16.661327] Epoch: [236] [ 180/2904] eta: 0:38:29 lr: 0.002027 loss: 0.1835 (0.1916) loss_rec_all: 0.2096 (0.2176) loss_rec_sfr: 0.2670 (0.2737) loss_cl: -0.2786 (-0.2788) time: 0.7491 data: 0.0003 max mem: 29860 [15:01:31.700982] Epoch: [236] [ 200/2904] eta: 0:37:46 lr: 0.002027 loss: 0.1813 (0.1919) loss_rec_all: 0.2077 (0.2179) loss_rec_sfr: 0.2552 (0.2744) loss_cl: -0.2801 (-0.2789) time: 0.7519 data: 0.0002 max mem: 29860 [15:01:46.671114] Epoch: [236] [ 220/2904] eta: 0:37:08 lr: 0.002027 loss: 0.1839 (0.1923) loss_rec_all: 0.2098 (0.2182) loss_rec_sfr: 0.2559 (0.2754) loss_cl: -0.2793 (-0.2789) time: 0.7484 data: 0.0005 max mem: 29860 [15:02:01.654260] Epoch: [236] [ 240/2904] eta: 0:36:33 lr: 0.002027 loss: 0.1866 (0.1927) loss_rec_all: 0.2128 (0.2187) loss_rec_sfr: 0.2632 (0.2766) loss_cl: -0.2791 (-0.2789) time: 0.7491 data: 0.0003 max mem: 29860 [15:02:16.619340] Epoch: [236] [ 260/2904] eta: 0:36:01 lr: 0.002027 loss: 0.1809 (0.1926) loss_rec_all: 0.2070 (0.2185) loss_rec_sfr: 0.2245 (0.2756) loss_cl: -0.2784 (-0.2789) time: 0.7482 data: 0.0003 max mem: 29860 [15:02:31.605377] Epoch: [236] [ 280/2904] eta: 0:35:32 lr: 0.002027 loss: 0.1842 (0.1921) loss_rec_all: 0.2098 (0.2180) loss_rec_sfr: 0.2260 (0.2735) loss_cl: -0.2785 (-0.2789) time: 0.7492 data: 0.0003 max mem: 29860 [15:02:46.522188] Epoch: [236] [ 300/2904] eta: 0:35:04 lr: 0.002027 loss: 0.1858 (0.1920) loss_rec_all: 0.2116 (0.2180) loss_rec_sfr: 0.2721 (0.2740) loss_cl: -0.2788 (-0.2789) time: 0.7458 data: 0.0003 max mem: 29860 [15:03:01.442534] Epoch: [236] [ 320/2904] eta: 0:34:38 lr: 0.002027 loss: 0.1793 (0.1920) loss_rec_all: 0.2058 (0.2180) loss_rec_sfr: 0.2644 (0.2746) loss_cl: -0.2791 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [15:03:16.364986] Epoch: [236] [ 340/2904] eta: 0:34:13 lr: 0.002027 loss: 0.1829 (0.1918) loss_rec_all: 0.2089 (0.2178) loss_rec_sfr: 0.2684 (0.2747) loss_cl: -0.2785 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [15:03:31.311409] Epoch: [236] [ 360/2904] eta: 0:33:50 lr: 0.002027 loss: 0.1812 (0.1918) loss_rec_all: 0.2073 (0.2178) loss_rec_sfr: 0.2660 (0.2753) loss_cl: -0.2793 (-0.2789) time: 0.7473 data: 0.0002 max mem: 29860 [15:03:46.228275] Epoch: [236] [ 380/2904] eta: 0:33:27 lr: 0.002027 loss: 0.1833 (0.1921) loss_rec_all: 0.2092 (0.2181) loss_rec_sfr: 0.2753 (0.2771) loss_cl: -0.2805 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [15:04:01.147015] Epoch: [236] [ 400/2904] eta: 0:33:05 lr: 0.002027 loss: 0.1837 (0.1919) loss_rec_all: 0.2103 (0.2179) loss_rec_sfr: 0.2637 (0.2761) loss_cl: -0.2797 (-0.2790) time: 0.7459 data: 0.0002 max mem: 29860 [15:04:16.064266] Epoch: [236] [ 420/2904] eta: 0:32:43 lr: 0.002027 loss: 0.1863 (0.1923) loss_rec_all: 0.2128 (0.2183) loss_rec_sfr: 0.2562 (0.2775) loss_cl: -0.2788 (-0.2790) time: 0.7458 data: 0.0002 max mem: 29860 [15:04:30.982595] Epoch: [236] [ 440/2904] eta: 0:32:23 lr: 0.002027 loss: 0.1873 (0.1925) loss_rec_all: 0.2132 (0.2185) loss_rec_sfr: 0.2621 (0.2781) loss_cl: -0.2781 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [15:04:45.899869] Epoch: [236] [ 460/2904] eta: 0:32:02 lr: 0.002027 loss: 0.1902 (0.1930) loss_rec_all: 0.2160 (0.2190) loss_rec_sfr: 0.2757 (0.2798) loss_cl: -0.2780 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [15:05:00.819419] Epoch: [236] [ 480/2904] eta: 0:31:42 lr: 0.002027 loss: 0.1828 (0.1930) loss_rec_all: 0.2087 (0.2190) loss_rec_sfr: 0.2652 (0.2798) loss_cl: -0.2786 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [15:05:15.736255] Epoch: [236] [ 500/2904] eta: 0:31:23 lr: 0.002027 loss: 0.1812 (0.1928) loss_rec_all: 0.2074 (0.2188) loss_rec_sfr: 0.2643 (0.2793) loss_cl: -0.2793 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [15:05:30.650499] Epoch: [236] [ 520/2904] eta: 0:31:04 lr: 0.002027 loss: 0.1832 (0.1932) loss_rec_all: 0.2096 (0.2191) loss_rec_sfr: 0.2711 (0.2806) loss_cl: -0.2794 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [15:05:45.565951] Epoch: [236] [ 540/2904] eta: 0:30:45 lr: 0.002027 loss: 0.1816 (0.1930) loss_rec_all: 0.2079 (0.2189) loss_rec_sfr: 0.2645 (0.2802) loss_cl: -0.2790 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [15:06:00.494877] Epoch: [236] [ 560/2904] eta: 0:30:27 lr: 0.002027 loss: 0.1826 (0.1933) loss_rec_all: 0.2091 (0.2192) loss_rec_sfr: 0.2728 (0.2813) loss_cl: -0.2781 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [15:06:15.416765] Epoch: [236] [ 580/2904] eta: 0:30:08 lr: 0.002027 loss: 0.1863 (0.1934) loss_rec_all: 0.2124 (0.2193) loss_rec_sfr: 0.2629 (0.2817) loss_cl: -0.2789 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [15:06:30.336005] Epoch: [236] [ 600/2904] eta: 0:29:50 lr: 0.002026 loss: 0.1860 (0.1935) loss_rec_all: 0.2124 (0.2194) loss_rec_sfr: 0.2675 (0.2820) loss_cl: -0.2793 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [15:06:45.251208] Epoch: [236] [ 620/2904] eta: 0:29:32 lr: 0.002026 loss: 0.1837 (0.1934) loss_rec_all: 0.2097 (0.2194) loss_rec_sfr: 0.2633 (0.2818) loss_cl: -0.2793 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [15:07:00.158942] Epoch: [236] [ 640/2904] eta: 0:29:15 lr: 0.002026 loss: 0.1826 (0.1934) loss_rec_all: 0.2085 (0.2194) loss_rec_sfr: 0.2749 (0.2822) loss_cl: -0.2791 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [15:07:15.079628] Epoch: [236] [ 660/2904] eta: 0:28:57 lr: 0.002026 loss: 0.1798 (0.1932) loss_rec_all: 0.2057 (0.2191) loss_rec_sfr: 0.2758 (0.2819) loss_cl: -0.2790 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [15:07:30.009049] Epoch: [236] [ 680/2904] eta: 0:28:40 lr: 0.002026 loss: 0.1916 (0.1935) loss_rec_all: 0.2175 (0.2194) loss_rec_sfr: 0.2681 (0.2828) loss_cl: -0.2796 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [15:07:44.930593] Epoch: [236] [ 700/2904] eta: 0:28:23 lr: 0.002026 loss: 0.1806 (0.1933) loss_rec_all: 0.2067 (0.2192) loss_rec_sfr: 0.2385 (0.2819) loss_cl: -0.2779 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [15:07:59.842781] Epoch: [236] [ 720/2904] eta: 0:28:06 lr: 0.002026 loss: 0.1870 (0.1933) loss_rec_all: 0.2134 (0.2192) loss_rec_sfr: 0.2672 (0.2820) loss_cl: -0.2783 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [15:08:14.759310] Epoch: [236] [ 740/2904] eta: 0:27:49 lr: 0.002026 loss: 0.1840 (0.1934) loss_rec_all: 0.2106 (0.2193) loss_rec_sfr: 0.2645 (0.2822) loss_cl: -0.2793 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [15:08:29.676991] Epoch: [236] [ 760/2904] eta: 0:27:32 lr: 0.002026 loss: 0.1854 (0.1934) loss_rec_all: 0.2116 (0.2193) loss_rec_sfr: 0.2711 (0.2823) loss_cl: -0.2793 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [15:08:44.597335] Epoch: [236] [ 780/2904] eta: 0:27:15 lr: 0.002026 loss: 0.1846 (0.1934) loss_rec_all: 0.2105 (0.2193) loss_rec_sfr: 0.2392 (0.2817) loss_cl: -0.2783 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [15:08:59.519752] Epoch: [236] [ 800/2904] eta: 0:26:58 lr: 0.002026 loss: 0.1825 (0.1934) loss_rec_all: 0.2086 (0.2193) loss_rec_sfr: 0.2668 (0.2819) loss_cl: -0.2788 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [15:09:14.434778] Epoch: [236] [ 820/2904] eta: 0:26:42 lr: 0.002026 loss: 0.1826 (0.1935) loss_rec_all: 0.2090 (0.2194) loss_rec_sfr: 0.2602 (0.2820) loss_cl: -0.2791 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [15:09:29.354844] Epoch: [236] [ 840/2904] eta: 0:26:25 lr: 0.002026 loss: 0.1816 (0.1934) loss_rec_all: 0.2077 (0.2193) loss_rec_sfr: 0.2715 (0.2822) loss_cl: -0.2794 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [15:09:44.271226] Epoch: [236] [ 860/2904] eta: 0:26:09 lr: 0.002026 loss: 0.1829 (0.1933) loss_rec_all: 0.2090 (0.2192) loss_rec_sfr: 0.2609 (0.2820) loss_cl: -0.2795 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [15:09:59.196839] Epoch: [236] [ 880/2904] eta: 0:25:52 lr: 0.002026 loss: 0.1870 (0.1934) loss_rec_all: 0.2131 (0.2193) loss_rec_sfr: 0.2540 (0.2819) loss_cl: -0.2778 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [15:10:14.119999] Epoch: [236] [ 900/2904] eta: 0:25:36 lr: 0.002026 loss: 0.1846 (0.1933) loss_rec_all: 0.2106 (0.2192) loss_rec_sfr: 0.2370 (0.2815) loss_cl: -0.2784 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [15:10:29.036037] Epoch: [236] [ 920/2904] eta: 0:25:20 lr: 0.002026 loss: 0.1870 (0.1933) loss_rec_all: 0.2129 (0.2193) loss_rec_sfr: 0.2701 (0.2816) loss_cl: -0.2794 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [15:10:43.958667] Epoch: [236] [ 940/2904] eta: 0:25:04 lr: 0.002026 loss: 0.1807 (0.1932) loss_rec_all: 0.2070 (0.2191) loss_rec_sfr: 0.2598 (0.2810) loss_cl: -0.2800 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [15:10:58.879945] Epoch: [236] [ 960/2904] eta: 0:24:48 lr: 0.002026 loss: 0.1805 (0.1930) loss_rec_all: 0.2064 (0.2189) loss_rec_sfr: 0.2351 (0.2805) loss_cl: -0.2790 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [15:11:13.801626] Epoch: [236] [ 980/2904] eta: 0:24:32 lr: 0.002026 loss: 0.1810 (0.1929) loss_rec_all: 0.2074 (0.2188) loss_rec_sfr: 0.2412 (0.2801) loss_cl: -0.2791 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [15:11:28.724077] Epoch: [236] [1000/2904] eta: 0:24:16 lr: 0.002026 loss: 0.1839 (0.1931) loss_rec_all: 0.2105 (0.2190) loss_rec_sfr: 0.2701 (0.2805) loss_cl: -0.2787 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [15:11:43.645967] Epoch: [236] [1020/2904] eta: 0:24:00 lr: 0.002026 loss: 0.1856 (0.1931) loss_rec_all: 0.2120 (0.2190) loss_rec_sfr: 0.2659 (0.2806) loss_cl: -0.2789 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [15:11:58.570236] Epoch: [236] [1040/2904] eta: 0:23:44 lr: 0.002026 loss: 0.1847 (0.1931) loss_rec_all: 0.2108 (0.2190) loss_rec_sfr: 0.2553 (0.2807) loss_cl: -0.2787 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [15:12:13.491834] Epoch: [236] [1060/2904] eta: 0:23:28 lr: 0.002026 loss: 0.1855 (0.1933) loss_rec_all: 0.2117 (0.2192) loss_rec_sfr: 0.2764 (0.2812) loss_cl: -0.2783 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [15:12:28.409683] Epoch: [236] [1080/2904] eta: 0:23:12 lr: 0.002026 loss: 0.1887 (0.1933) loss_rec_all: 0.2146 (0.2192) loss_rec_sfr: 0.2704 (0.2812) loss_cl: -0.2788 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [15:12:43.331409] Epoch: [236] [1100/2904] eta: 0:22:56 lr: 0.002026 loss: 0.1837 (0.1933) loss_rec_all: 0.2100 (0.2192) loss_rec_sfr: 0.2582 (0.2811) loss_cl: -0.2788 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [15:12:58.255586] Epoch: [236] [1120/2904] eta: 0:22:40 lr: 0.002026 loss: 0.1849 (0.1933) loss_rec_all: 0.2112 (0.2192) loss_rec_sfr: 0.2684 (0.2815) loss_cl: -0.2780 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [15:13:13.175794] Epoch: [236] [1140/2904] eta: 0:22:24 lr: 0.002026 loss: 0.1847 (0.1933) loss_rec_all: 0.2109 (0.2192) loss_rec_sfr: 0.2656 (0.2813) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [15:13:28.090194] Epoch: [236] [1160/2904] eta: 0:22:09 lr: 0.002026 loss: 0.1841 (0.1933) loss_rec_all: 0.2100 (0.2192) loss_rec_sfr: 0.2680 (0.2814) loss_cl: -0.2795 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [15:13:43.009776] Epoch: [236] [1180/2904] eta: 0:21:53 lr: 0.002026 loss: 0.1815 (0.1932) loss_rec_all: 0.2076 (0.2191) loss_rec_sfr: 0.2547 (0.2809) loss_cl: -0.2793 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [15:13:57.932785] Epoch: [236] [1200/2904] eta: 0:21:37 lr: 0.002026 loss: 0.1861 (0.1934) loss_rec_all: 0.2121 (0.2193) loss_rec_sfr: 0.2794 (0.2816) loss_cl: -0.2787 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [15:14:12.849975] Epoch: [236] [1220/2904] eta: 0:21:22 lr: 0.002026 loss: 0.1814 (0.1934) loss_rec_all: 0.2075 (0.2193) loss_rec_sfr: 0.2670 (0.2814) loss_cl: -0.2787 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [15:14:27.767781] Epoch: [236] [1240/2904] eta: 0:21:06 lr: 0.002026 loss: 0.1808 (0.1933) loss_rec_all: 0.2074 (0.2192) loss_rec_sfr: 0.2529 (0.2811) loss_cl: -0.2793 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [15:14:42.681646] Epoch: [236] [1260/2904] eta: 0:20:50 lr: 0.002026 loss: 0.1801 (0.1932) loss_rec_all: 0.2065 (0.2191) loss_rec_sfr: 0.2567 (0.2806) loss_cl: -0.2797 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [15:14:57.600079] Epoch: [236] [1280/2904] eta: 0:20:35 lr: 0.002026 loss: 0.1819 (0.1931) loss_rec_all: 0.2081 (0.2191) loss_rec_sfr: 0.2632 (0.2806) loss_cl: -0.2793 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [15:15:12.517634] Epoch: [236] [1300/2904] eta: 0:20:19 lr: 0.002026 loss: 0.1783 (0.1930) loss_rec_all: 0.2047 (0.2189) loss_rec_sfr: 0.2235 (0.2801) loss_cl: -0.2786 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [15:15:27.432038] Epoch: [236] [1320/2904] eta: 0:20:04 lr: 0.002026 loss: 0.1959 (0.1932) loss_rec_all: 0.2220 (0.2192) loss_rec_sfr: 0.2765 (0.2808) loss_cl: -0.2777 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [15:15:42.352303] Epoch: [236] [1340/2904] eta: 0:19:48 lr: 0.002026 loss: 0.1841 (0.1933) loss_rec_all: 0.2099 (0.2192) loss_rec_sfr: 0.2704 (0.2809) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [15:15:57.270128] Epoch: [236] [1360/2904] eta: 0:19:33 lr: 0.002026 loss: 0.1849 (0.1932) loss_rec_all: 0.2110 (0.2192) loss_rec_sfr: 0.2652 (0.2809) loss_cl: -0.2795 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [15:16:12.184770] Epoch: [236] [1380/2904] eta: 0:19:17 lr: 0.002026 loss: 0.1880 (0.1934) loss_rec_all: 0.2140 (0.2193) loss_rec_sfr: 0.2767 (0.2814) loss_cl: -0.2791 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [15:16:27.100492] Epoch: [236] [1400/2904] eta: 0:19:02 lr: 0.002025 loss: 0.1871 (0.1933) loss_rec_all: 0.2128 (0.2193) loss_rec_sfr: 0.2666 (0.2812) loss_cl: -0.2794 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [15:16:42.022329] Epoch: [236] [1420/2904] eta: 0:18:46 lr: 0.002025 loss: 0.1843 (0.1933) loss_rec_all: 0.2107 (0.2192) loss_rec_sfr: 0.2738 (0.2812) loss_cl: -0.2787 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [15:16:56.956619] Epoch: [236] [1440/2904] eta: 0:18:31 lr: 0.002025 loss: 0.1837 (0.1933) loss_rec_all: 0.2095 (0.2192) loss_rec_sfr: 0.2790 (0.2814) loss_cl: -0.2784 (-0.2789) time: 0.7467 data: 0.0002 max mem: 29860 [15:17:11.877948] Epoch: [236] [1460/2904] eta: 0:18:15 lr: 0.002025 loss: 0.1836 (0.1934) loss_rec_all: 0.2097 (0.2193) loss_rec_sfr: 0.2689 (0.2818) loss_cl: -0.2779 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [15:17:26.793781] Epoch: [236] [1480/2904] eta: 0:18:00 lr: 0.002025 loss: 0.1856 (0.1934) loss_rec_all: 0.2119 (0.2193) loss_rec_sfr: 0.2632 (0.2818) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [15:17:41.704726] Epoch: [236] [1500/2904] eta: 0:17:44 lr: 0.002025 loss: 0.1831 (0.1934) loss_rec_all: 0.2095 (0.2193) loss_rec_sfr: 0.2338 (0.2816) loss_cl: -0.2797 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [15:17:56.628703] Epoch: [236] [1520/2904] eta: 0:17:29 lr: 0.002025 loss: 0.1854 (0.1935) loss_rec_all: 0.2114 (0.2194) loss_rec_sfr: 0.2638 (0.2818) loss_cl: -0.2799 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [15:18:11.544462] Epoch: [236] [1540/2904] eta: 0:17:14 lr: 0.002025 loss: 0.1836 (0.1933) loss_rec_all: 0.2097 (0.2193) loss_rec_sfr: 0.2519 (0.2814) loss_cl: -0.2790 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [15:18:26.461484] Epoch: [236] [1560/2904] eta: 0:16:58 lr: 0.002025 loss: 0.1868 (0.1933) loss_rec_all: 0.2128 (0.2193) loss_rec_sfr: 0.2659 (0.2815) loss_cl: -0.2776 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [15:18:41.375673] Epoch: [236] [1580/2904] eta: 0:16:43 lr: 0.002025 loss: 0.1814 (0.1933) loss_rec_all: 0.2071 (0.2192) loss_rec_sfr: 0.2653 (0.2813) loss_cl: -0.2791 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [15:18:56.293006] Epoch: [236] [1600/2904] eta: 0:16:28 lr: 0.002025 loss: 0.1967 (0.1935) loss_rec_all: 0.2227 (0.2195) loss_rec_sfr: 0.2819 (0.2821) loss_cl: -0.2789 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [15:19:11.209887] Epoch: [236] [1620/2904] eta: 0:16:12 lr: 0.002025 loss: 0.1866 (0.1936) loss_rec_all: 0.2126 (0.2195) loss_rec_sfr: 0.2678 (0.2823) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [15:19:26.123233] Epoch: [236] [1640/2904] eta: 0:15:57 lr: 0.002025 loss: 0.1859 (0.1936) loss_rec_all: 0.2120 (0.2195) loss_rec_sfr: 0.2603 (0.2823) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [15:19:41.037141] Epoch: [236] [1660/2904] eta: 0:15:42 lr: 0.002025 loss: 0.1829 (0.1936) loss_rec_all: 0.2094 (0.2195) loss_rec_sfr: 0.2707 (0.2825) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [15:19:55.952174] Epoch: [236] [1680/2904] eta: 0:15:26 lr: 0.002025 loss: 0.1851 (0.1937) loss_rec_all: 0.2110 (0.2196) loss_rec_sfr: 0.2718 (0.2828) loss_cl: -0.2781 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [15:20:10.863443] Epoch: [236] [1700/2904] eta: 0:15:11 lr: 0.002025 loss: 0.1836 (0.1937) loss_rec_all: 0.2095 (0.2196) loss_rec_sfr: 0.2590 (0.2829) loss_cl: -0.2792 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [15:20:25.783708] Epoch: [236] [1720/2904] eta: 0:14:56 lr: 0.002025 loss: 0.1818 (0.1937) loss_rec_all: 0.2078 (0.2196) loss_rec_sfr: 0.2626 (0.2825) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [15:20:40.702036] Epoch: [236] [1740/2904] eta: 0:14:40 lr: 0.002025 loss: 0.1887 (0.1936) loss_rec_all: 0.2147 (0.2195) loss_rec_sfr: 0.2638 (0.2824) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [15:20:55.620537] Epoch: [236] [1760/2904] eta: 0:14:25 lr: 0.002025 loss: 0.1839 (0.1936) loss_rec_all: 0.2100 (0.2195) loss_rec_sfr: 0.2631 (0.2822) loss_cl: -0.2801 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [15:21:10.541431] Epoch: [236] [1780/2904] eta: 0:14:10 lr: 0.002025 loss: 0.1836 (0.1936) loss_rec_all: 0.2103 (0.2196) loss_rec_sfr: 0.2744 (0.2823) loss_cl: -0.2799 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [15:21:25.459978] Epoch: [236] [1800/2904] eta: 0:13:55 lr: 0.002025 loss: 0.1906 (0.1938) loss_rec_all: 0.2167 (0.2197) loss_rec_sfr: 0.2713 (0.2829) loss_cl: -0.2782 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [15:21:40.376895] Epoch: [236] [1820/2904] eta: 0:13:39 lr: 0.002025 loss: 0.1832 (0.1938) loss_rec_all: 0.2091 (0.2197) loss_rec_sfr: 0.2752 (0.2831) loss_cl: -0.2780 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [15:21:55.287897] Epoch: [236] [1840/2904] eta: 0:13:24 lr: 0.002025 loss: 0.1851 (0.1938) loss_rec_all: 0.2108 (0.2197) loss_rec_sfr: 0.2736 (0.2830) loss_cl: -0.2781 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [15:22:10.201045] Epoch: [236] [1860/2904] eta: 0:13:09 lr: 0.002025 loss: 0.1828 (0.1937) loss_rec_all: 0.2088 (0.2196) loss_rec_sfr: 0.2771 (0.2828) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [15:22:25.114697] Epoch: [236] [1880/2904] eta: 0:12:54 lr: 0.002025 loss: 0.1793 (0.1936) loss_rec_all: 0.2057 (0.2196) loss_rec_sfr: 0.2665 (0.2827) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [15:22:40.024382] Epoch: [236] [1900/2904] eta: 0:12:38 lr: 0.002025 loss: 0.1831 (0.1937) loss_rec_all: 0.2090 (0.2196) loss_rec_sfr: 0.2772 (0.2829) loss_cl: -0.2788 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [15:22:54.941373] Epoch: [236] [1920/2904] eta: 0:12:23 lr: 0.002025 loss: 0.1810 (0.1936) loss_rec_all: 0.2075 (0.2195) loss_rec_sfr: 0.2645 (0.2829) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [15:23:09.864999] Epoch: [236] [1940/2904] eta: 0:12:08 lr: 0.002025 loss: 0.1823 (0.1936) loss_rec_all: 0.2083 (0.2195) loss_rec_sfr: 0.2606 (0.2827) loss_cl: -0.2786 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [15:23:24.785578] Epoch: [236] [1960/2904] eta: 0:11:53 lr: 0.002025 loss: 0.1863 (0.1937) loss_rec_all: 0.2124 (0.2196) loss_rec_sfr: 0.2837 (0.2831) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [15:23:39.699802] Epoch: [236] [1980/2904] eta: 0:11:37 lr: 0.002025 loss: 0.1830 (0.1936) loss_rec_all: 0.2095 (0.2195) loss_rec_sfr: 0.2606 (0.2830) loss_cl: -0.2797 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [15:23:54.619401] Epoch: [236] [2000/2904] eta: 0:11:22 lr: 0.002025 loss: 0.1819 (0.1936) loss_rec_all: 0.2078 (0.2195) loss_rec_sfr: 0.2689 (0.2830) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [15:24:09.535090] Epoch: [236] [2020/2904] eta: 0:11:07 lr: 0.002025 loss: 0.1885 (0.1937) loss_rec_all: 0.2145 (0.2196) loss_rec_sfr: 0.2780 (0.2833) loss_cl: -0.2784 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [15:24:24.457864] Epoch: [236] [2040/2904] eta: 0:10:52 lr: 0.002025 loss: 0.1812 (0.1937) loss_rec_all: 0.2070 (0.2195) loss_rec_sfr: 0.2765 (0.2833) loss_cl: -0.2781 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [15:24:39.376880] Epoch: [236] [2060/2904] eta: 0:10:37 lr: 0.002025 loss: 0.1828 (0.1937) loss_rec_all: 0.2089 (0.2196) loss_rec_sfr: 0.2646 (0.2834) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [15:24:54.302206] Epoch: [236] [2080/2904] eta: 0:10:22 lr: 0.002025 loss: 0.1841 (0.1937) loss_rec_all: 0.2104 (0.2196) loss_rec_sfr: 0.2830 (0.2836) loss_cl: -0.2794 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [15:25:09.221920] Epoch: [236] [2100/2904] eta: 0:10:06 lr: 0.002025 loss: 0.1839 (0.1937) loss_rec_all: 0.2105 (0.2196) loss_rec_sfr: 0.2540 (0.2834) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [15:25:24.144093] Epoch: [236] [2120/2904] eta: 0:09:51 lr: 0.002025 loss: 0.1863 (0.1937) loss_rec_all: 0.2126 (0.2196) loss_rec_sfr: 0.2771 (0.2836) loss_cl: -0.2787 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [15:25:39.058833] Epoch: [236] [2140/2904] eta: 0:09:36 lr: 0.002025 loss: 0.1832 (0.1937) loss_rec_all: 0.2095 (0.2196) loss_rec_sfr: 0.2426 (0.2835) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [15:25:53.977067] Epoch: [236] [2160/2904] eta: 0:09:21 lr: 0.002025 loss: 0.1859 (0.1937) loss_rec_all: 0.2121 (0.2196) loss_rec_sfr: 0.2514 (0.2835) loss_cl: -0.2782 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [15:26:08.894022] Epoch: [236] [2180/2904] eta: 0:09:06 lr: 0.002025 loss: 0.1844 (0.1937) loss_rec_all: 0.2106 (0.2196) loss_rec_sfr: 0.2563 (0.2834) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [15:26:23.811060] Epoch: [236] [2200/2904] eta: 0:08:51 lr: 0.002024 loss: 0.1836 (0.1937) loss_rec_all: 0.2098 (0.2196) loss_rec_sfr: 0.2515 (0.2832) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [15:26:38.726915] Epoch: [236] [2220/2904] eta: 0:08:35 lr: 0.002024 loss: 0.1829 (0.1936) loss_rec_all: 0.2087 (0.2195) loss_rec_sfr: 0.2635 (0.2831) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [15:26:53.643684] Epoch: [236] [2240/2904] eta: 0:08:20 lr: 0.002024 loss: 0.1894 (0.1937) loss_rec_all: 0.2153 (0.2196) loss_rec_sfr: 0.2781 (0.2834) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [15:27:08.555821] Epoch: [236] [2260/2904] eta: 0:08:05 lr: 0.002024 loss: 0.1829 (0.1937) loss_rec_all: 0.2093 (0.2196) loss_rec_sfr: 0.2666 (0.2836) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [15:27:23.471415] Epoch: [236] [2280/2904] eta: 0:07:50 lr: 0.002024 loss: 0.1846 (0.1937) loss_rec_all: 0.2105 (0.2196) loss_rec_sfr: 0.2653 (0.2833) loss_cl: -0.2794 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [15:27:38.384829] Epoch: [236] [2300/2904] eta: 0:07:35 lr: 0.002024 loss: 0.1831 (0.1937) loss_rec_all: 0.2094 (0.2196) loss_rec_sfr: 0.2352 (0.2833) loss_cl: -0.2794 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [15:27:53.300577] Epoch: [236] [2320/2904] eta: 0:07:20 lr: 0.002024 loss: 0.1818 (0.1937) loss_rec_all: 0.2083 (0.2196) loss_rec_sfr: 0.2736 (0.2833) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [15:28:08.215772] Epoch: [236] [2340/2904] eta: 0:07:05 lr: 0.002024 loss: 0.1835 (0.1936) loss_rec_all: 0.2093 (0.2195) loss_rec_sfr: 0.2670 (0.2831) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [15:28:23.129733] Epoch: [236] [2360/2904] eta: 0:06:50 lr: 0.002024 loss: 0.1829 (0.1936) loss_rec_all: 0.2095 (0.2195) loss_rec_sfr: 0.2633 (0.2831) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [15:28:38.045292] Epoch: [236] [2380/2904] eta: 0:06:34 lr: 0.002024 loss: 0.1871 (0.1936) loss_rec_all: 0.2129 (0.2195) loss_rec_sfr: 0.2643 (0.2831) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [15:28:52.968496] Epoch: [236] [2400/2904] eta: 0:06:19 lr: 0.002024 loss: 0.1861 (0.1937) loss_rec_all: 0.2126 (0.2196) loss_rec_sfr: 0.2761 (0.2833) loss_cl: -0.2783 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [15:29:07.885040] Epoch: [236] [2420/2904] eta: 0:06:04 lr: 0.002024 loss: 0.1857 (0.1936) loss_rec_all: 0.2117 (0.2195) loss_rec_sfr: 0.2585 (0.2830) loss_cl: -0.2783 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [15:29:22.799507] Epoch: [236] [2440/2904] eta: 0:05:49 lr: 0.002024 loss: 0.1807 (0.1936) loss_rec_all: 0.2071 (0.2195) loss_rec_sfr: 0.2268 (0.2828) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [15:29:37.716158] Epoch: [236] [2460/2904] eta: 0:05:34 lr: 0.002024 loss: 0.1788 (0.1935) loss_rec_all: 0.2050 (0.2194) loss_rec_sfr: 0.2563 (0.2826) loss_cl: -0.2800 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [15:29:52.632850] Epoch: [236] [2480/2904] eta: 0:05:19 lr: 0.002024 loss: 0.1892 (0.1935) loss_rec_all: 0.2151 (0.2195) loss_rec_sfr: 0.2703 (0.2827) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [15:30:07.545580] Epoch: [236] [2500/2904] eta: 0:05:04 lr: 0.002024 loss: 0.1784 (0.1935) loss_rec_all: 0.2049 (0.2194) loss_rec_sfr: 0.2593 (0.2826) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [15:30:22.457692] Epoch: [236] [2520/2904] eta: 0:04:49 lr: 0.002024 loss: 0.1798 (0.1934) loss_rec_all: 0.2065 (0.2193) loss_rec_sfr: 0.2558 (0.2824) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [15:30:37.368923] Epoch: [236] [2540/2904] eta: 0:04:34 lr: 0.002024 loss: 0.1888 (0.1934) loss_rec_all: 0.2149 (0.2193) loss_rec_sfr: 0.2669 (0.2824) loss_cl: -0.2792 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [15:30:52.285059] Epoch: [236] [2560/2904] eta: 0:04:19 lr: 0.002024 loss: 0.1835 (0.1935) loss_rec_all: 0.2101 (0.2194) loss_rec_sfr: 0.2753 (0.2826) loss_cl: -0.2797 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [15:31:07.198059] Epoch: [236] [2580/2904] eta: 0:04:04 lr: 0.002024 loss: 0.1821 (0.1935) loss_rec_all: 0.2081 (0.2194) loss_rec_sfr: 0.2694 (0.2826) loss_cl: -0.2794 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [15:31:22.112064] Epoch: [236] [2600/2904] eta: 0:03:48 lr: 0.002024 loss: 0.1823 (0.1934) loss_rec_all: 0.2082 (0.2193) loss_rec_sfr: 0.2223 (0.2825) loss_cl: -0.2777 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [15:31:37.028140] Epoch: [236] [2620/2904] eta: 0:03:33 lr: 0.002024 loss: 0.1812 (0.1935) loss_rec_all: 0.2075 (0.2194) loss_rec_sfr: 0.2690 (0.2825) loss_cl: -0.2780 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [15:31:51.943663] Epoch: [236] [2640/2904] eta: 0:03:18 lr: 0.002024 loss: 0.1842 (0.1934) loss_rec_all: 0.2105 (0.2193) loss_rec_sfr: 0.2583 (0.2824) loss_cl: -0.2796 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [15:32:06.857812] Epoch: [236] [2660/2904] eta: 0:03:03 lr: 0.002024 loss: 0.1833 (0.1934) loss_rec_all: 0.2098 (0.2193) loss_rec_sfr: 0.2381 (0.2824) loss_cl: -0.2796 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [15:32:21.771228] Epoch: [236] [2680/2904] eta: 0:02:48 lr: 0.002024 loss: 0.1807 (0.1934) loss_rec_all: 0.2071 (0.2193) loss_rec_sfr: 0.2630 (0.2822) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [15:32:36.687012] Epoch: [236] [2700/2904] eta: 0:02:33 lr: 0.002024 loss: 0.1874 (0.1934) loss_rec_all: 0.2134 (0.2193) loss_rec_sfr: 0.2744 (0.2824) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [15:32:51.604321] Epoch: [236] [2720/2904] eta: 0:02:18 lr: 0.002024 loss: 0.1812 (0.1934) loss_rec_all: 0.2069 (0.2193) loss_rec_sfr: 0.2598 (0.2823) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [15:33:06.513723] Epoch: [236] [2740/2904] eta: 0:02:03 lr: 0.002024 loss: 0.1849 (0.1934) loss_rec_all: 0.2112 (0.2193) loss_rec_sfr: 0.2690 (0.2823) loss_cl: -0.2793 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [15:33:21.430115] Epoch: [236] [2760/2904] eta: 0:01:48 lr: 0.002024 loss: 0.1834 (0.1934) loss_rec_all: 0.2096 (0.2193) loss_rec_sfr: 0.2655 (0.2823) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [15:33:36.344572] Epoch: [236] [2780/2904] eta: 0:01:33 lr: 0.002024 loss: 0.1846 (0.1934) loss_rec_all: 0.2109 (0.2193) loss_rec_sfr: 0.2739 (0.2823) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [15:33:51.257497] Epoch: [236] [2800/2904] eta: 0:01:18 lr: 0.002024 loss: 0.1833 (0.1934) loss_rec_all: 0.2094 (0.2193) loss_rec_sfr: 0.2543 (0.2822) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [15:34:06.177364] Epoch: [236] [2820/2904] eta: 0:01:03 lr: 0.002024 loss: 0.1807 (0.1933) loss_rec_all: 0.2071 (0.2192) loss_rec_sfr: 0.2328 (0.2818) loss_cl: -0.2797 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [15:34:21.138441] Epoch: [236] [2840/2904] eta: 0:00:48 lr: 0.002024 loss: 0.1866 (0.1933) loss_rec_all: 0.2128 (0.2192) loss_rec_sfr: 0.2676 (0.2819) loss_cl: -0.2794 (-0.2788) time: 0.7480 data: 0.0023 max mem: 29860 [15:34:36.046042] Epoch: [236] [2860/2904] eta: 0:00:33 lr: 0.002024 loss: 0.1882 (0.1934) loss_rec_all: 0.2143 (0.2193) loss_rec_sfr: 0.2688 (0.2820) loss_cl: -0.2784 (-0.2788) time: 0.7453 data: 0.0001 max mem: 29860 [15:34:50.946991] Epoch: [236] [2880/2904] eta: 0:00:18 lr: 0.002024 loss: 0.1854 (0.1934) loss_rec_all: 0.2114 (0.2193) loss_rec_sfr: 0.2699 (0.2822) loss_cl: -0.2783 (-0.2788) time: 0.7450 data: 0.0001 max mem: 29860 [15:35:05.842261] Epoch: [236] [2900/2904] eta: 0:00:03 lr: 0.002024 loss: 0.1869 (0.1934) loss_rec_all: 0.2129 (0.2193) loss_rec_sfr: 0.2669 (0.2822) loss_cl: -0.2787 (-0.2788) time: 0.7447 data: 0.0001 max mem: 29860 [15:35:08.083479] Epoch: [236] [2903/2904] eta: 0:00:00 lr: 0.002024 loss: 0.1863 (0.1934) loss_rec_all: 0.2122 (0.2193) loss_rec_sfr: 0.2681 (0.2822) loss_cl: -0.2787 (-0.2788) time: 0.7447 data: 0.0001 max mem: 29860 [15:35:10.163387] Epoch: [236] Total time: 0:36:26 (0.7531 s / it) [15:35:10.174500] Averaged stats: lr: 0.002024 loss: 0.1863 (0.1961) loss_rec_all: 0.2122 (0.2197) loss_rec_sfr: 0.2681 (0.2842) loss_cl: -0.2787 (-0.2556) [15:35:10.179196] log_dir: ./checkpoint/VF2_ViT-B [15:35:25.867830] Epoch: [237] [ 0/2904] eta: 12:39:17 lr: 0.002024 loss: 0.1790 (0.1790) loss_rec_all: 0.2050 (0.2050) loss_rec_sfr: 0.2676 (0.2676) loss_cl: -0.2784 (-0.2784) time: 15.6880 data: 8.1964 max mem: 29860 [15:35:41.894285] Epoch: [237] [ 20/2904] eta: 1:12:35 lr: 0.002024 loss: 0.1860 (0.1955) loss_rec_all: 0.2120 (0.2213) loss_rec_sfr: 0.2690 (0.2900) loss_cl: -0.2784 (-0.2784) time: 0.8013 data: 0.0565 max mem: 29860 [15:35:56.775331] Epoch: [237] [ 40/2904] eta: 0:54:14 lr: 0.002024 loss: 0.1825 (0.1953) loss_rec_all: 0.2089 (0.2212) loss_rec_sfr: 0.2476 (0.2853) loss_cl: -0.2794 (-0.2789) time: 0.7440 data: 0.0002 max mem: 29860 [15:36:11.673200] Epoch: [237] [ 60/2904] eta: 0:47:46 lr: 0.002024 loss: 0.1986 (0.2011) loss_rec_all: 0.2248 (0.2269) loss_rec_sfr: 0.2749 (0.3047) loss_cl: -0.2791 (-0.2790) time: 0.7449 data: 0.0002 max mem: 29860 [15:36:26.576878] Epoch: [237] [ 80/2904] eta: 0:44:23 lr: 0.002024 loss: 0.1811 (0.1988) loss_rec_all: 0.2075 (0.2246) loss_rec_sfr: 0.2544 (0.2963) loss_cl: -0.2784 (-0.2787) time: 0.7451 data: 0.0002 max mem: 29860 [15:36:41.499329] Epoch: [237] [ 100/2904] eta: 0:42:15 lr: 0.002023 loss: 0.1878 (0.1978) loss_rec_all: 0.2137 (0.2236) loss_rec_sfr: 0.2682 (0.2949) loss_cl: -0.2775 (-0.2785) time: 0.7461 data: 0.0002 max mem: 29860 [15:36:56.434409] Epoch: [237] [ 120/2904] eta: 0:40:44 lr: 0.002023 loss: 0.1860 (0.1975) loss_rec_all: 0.2117 (0.2233) loss_rec_sfr: 0.2717 (0.2965) loss_cl: -0.2788 (-0.2785) time: 0.7467 data: 0.0002 max mem: 29860 [15:37:11.370161] Epoch: [237] [ 140/2904] eta: 0:39:35 lr: 0.002023 loss: 0.1829 (0.1963) loss_rec_all: 0.2092 (0.2221) loss_rec_sfr: 0.2282 (0.2913) loss_cl: -0.2796 (-0.2786) time: 0.7467 data: 0.0002 max mem: 29860 [15:37:26.310749] Epoch: [237] [ 160/2904] eta: 0:38:40 lr: 0.002023 loss: 0.1774 (0.1947) loss_rec_all: 0.2040 (0.2205) loss_rec_sfr: 0.2368 (0.2866) loss_cl: -0.2800 (-0.2788) time: 0.7470 data: 0.0002 max mem: 29860 [15:37:41.284797] Epoch: [237] [ 180/2904] eta: 0:37:53 lr: 0.002023 loss: 0.1836 (0.1947) loss_rec_all: 0.2099 (0.2206) loss_rec_sfr: 0.2394 (0.2862) loss_cl: -0.2782 (-0.2788) time: 0.7487 data: 0.0002 max mem: 29860 [15:37:56.221735] Epoch: [237] [ 200/2904] eta: 0:37:13 lr: 0.002023 loss: 0.1869 (0.1957) loss_rec_all: 0.2129 (0.2216) loss_rec_sfr: 0.2815 (0.2902) loss_cl: -0.2782 (-0.2787) time: 0.7468 data: 0.0002 max mem: 29860 [15:38:11.142399] Epoch: [237] [ 220/2904] eta: 0:36:37 lr: 0.002023 loss: 0.1842 (0.1955) loss_rec_all: 0.2100 (0.2213) loss_rec_sfr: 0.2648 (0.2894) loss_cl: -0.2781 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [15:38:26.057571] Epoch: [237] [ 240/2904] eta: 0:36:05 lr: 0.002023 loss: 0.1808 (0.1950) loss_rec_all: 0.2073 (0.2208) loss_rec_sfr: 0.2620 (0.2876) loss_cl: -0.2798 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [15:38:40.981820] Epoch: [237] [ 260/2904] eta: 0:35:35 lr: 0.002023 loss: 0.1811 (0.1942) loss_rec_all: 0.2076 (0.2201) loss_rec_sfr: 0.2649 (0.2861) loss_cl: -0.2797 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [15:38:55.895529] Epoch: [237] [ 280/2904] eta: 0:35:07 lr: 0.002023 loss: 0.1805 (0.1938) loss_rec_all: 0.2070 (0.2197) loss_rec_sfr: 0.2267 (0.2841) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [15:39:10.819472] Epoch: [237] [ 300/2904] eta: 0:34:41 lr: 0.002023 loss: 0.1809 (0.1936) loss_rec_all: 0.2074 (0.2195) loss_rec_sfr: 0.2316 (0.2830) loss_cl: -0.2790 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [15:39:25.734090] Epoch: [237] [ 320/2904] eta: 0:34:17 lr: 0.002023 loss: 0.1841 (0.1933) loss_rec_all: 0.2101 (0.2192) loss_rec_sfr: 0.2526 (0.2817) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [15:39:40.653760] Epoch: [237] [ 340/2904] eta: 0:33:53 lr: 0.002023 loss: 0.1811 (0.1932) loss_rec_all: 0.2076 (0.2191) loss_rec_sfr: 0.2697 (0.2811) loss_cl: -0.2795 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [15:39:55.662755] Epoch: [237] [ 360/2904] eta: 0:33:31 lr: 0.002023 loss: 0.1837 (0.1934) loss_rec_all: 0.2096 (0.2193) loss_rec_sfr: 0.2664 (0.2819) loss_cl: -0.2787 (-0.2788) time: 0.7504 data: 0.0002 max mem: 29860 [15:40:10.575241] Epoch: [237] [ 380/2904] eta: 0:33:09 lr: 0.002023 loss: 0.1833 (0.1931) loss_rec_all: 0.2095 (0.2190) loss_rec_sfr: 0.2575 (0.2805) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [15:40:25.476315] Epoch: [237] [ 400/2904] eta: 0:32:48 lr: 0.002023 loss: 0.1830 (0.1929) loss_rec_all: 0.2087 (0.2189) loss_rec_sfr: 0.2718 (0.2802) loss_cl: -0.2787 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [15:40:40.379317] Epoch: [237] [ 420/2904] eta: 0:32:28 lr: 0.002023 loss: 0.1861 (0.1934) loss_rec_all: 0.2122 (0.2193) loss_rec_sfr: 0.2724 (0.2818) loss_cl: -0.2786 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [15:40:55.288016] Epoch: [237] [ 440/2904] eta: 0:32:08 lr: 0.002023 loss: 0.1847 (0.1932) loss_rec_all: 0.2107 (0.2191) loss_rec_sfr: 0.2661 (0.2815) loss_cl: -0.2791 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [15:41:10.201144] Epoch: [237] [ 460/2904] eta: 0:31:48 lr: 0.002023 loss: 0.1851 (0.1934) loss_rec_all: 0.2113 (0.2193) loss_rec_sfr: 0.2682 (0.2821) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [15:41:25.110164] Epoch: [237] [ 480/2904] eta: 0:31:29 lr: 0.002023 loss: 0.1863 (0.1934) loss_rec_all: 0.2121 (0.2193) loss_rec_sfr: 0.2714 (0.2823) loss_cl: -0.2790 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [15:41:40.029828] Epoch: [237] [ 500/2904] eta: 0:31:10 lr: 0.002023 loss: 0.1823 (0.1931) loss_rec_all: 0.2085 (0.2190) loss_rec_sfr: 0.2541 (0.2814) loss_cl: -0.2795 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [15:41:54.944163] Epoch: [237] [ 520/2904] eta: 0:30:52 lr: 0.002023 loss: 0.1805 (0.1930) loss_rec_all: 0.2065 (0.2189) loss_rec_sfr: 0.2644 (0.2812) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [15:42:09.858782] Epoch: [237] [ 540/2904] eta: 0:30:33 lr: 0.002023 loss: 0.1840 (0.1930) loss_rec_all: 0.2099 (0.2189) loss_rec_sfr: 0.2662 (0.2815) loss_cl: -0.2783 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [15:42:24.777763] Epoch: [237] [ 560/2904] eta: 0:30:15 lr: 0.002023 loss: 0.1842 (0.1933) loss_rec_all: 0.2103 (0.2192) loss_rec_sfr: 0.2656 (0.2823) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [15:42:39.703183] Epoch: [237] [ 580/2904] eta: 0:29:58 lr: 0.002023 loss: 0.1811 (0.1929) loss_rec_all: 0.2077 (0.2188) loss_rec_sfr: 0.2582 (0.2811) loss_cl: -0.2799 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [15:42:54.616778] Epoch: [237] [ 600/2904] eta: 0:29:40 lr: 0.002023 loss: 0.1862 (0.1929) loss_rec_all: 0.2126 (0.2189) loss_rec_sfr: 0.2603 (0.2811) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [15:43:09.536271] Epoch: [237] [ 620/2904] eta: 0:29:22 lr: 0.002023 loss: 0.1808 (0.1928) loss_rec_all: 0.2068 (0.2187) loss_rec_sfr: 0.2695 (0.2811) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [15:43:24.449459] Epoch: [237] [ 640/2904] eta: 0:29:05 lr: 0.002023 loss: 0.1905 (0.1933) loss_rec_all: 0.2165 (0.2192) loss_rec_sfr: 0.2761 (0.2827) loss_cl: -0.2780 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [15:43:39.364208] Epoch: [237] [ 660/2904] eta: 0:28:48 lr: 0.002023 loss: 0.1884 (0.1935) loss_rec_all: 0.2147 (0.2194) loss_rec_sfr: 0.2655 (0.2834) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [15:43:54.268658] Epoch: [237] [ 680/2904] eta: 0:28:31 lr: 0.002023 loss: 0.1828 (0.1937) loss_rec_all: 0.2093 (0.2196) loss_rec_sfr: 0.2752 (0.2843) loss_cl: -0.2790 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [15:44:09.177470] Epoch: [237] [ 700/2904] eta: 0:28:14 lr: 0.002023 loss: 0.1829 (0.1936) loss_rec_all: 0.2091 (0.2195) loss_rec_sfr: 0.2720 (0.2843) loss_cl: -0.2794 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [15:44:24.086043] Epoch: [237] [ 720/2904] eta: 0:27:57 lr: 0.002023 loss: 0.1838 (0.1937) loss_rec_all: 0.2098 (0.2196) loss_rec_sfr: 0.2687 (0.2845) loss_cl: -0.2791 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [15:44:38.994983] Epoch: [237] [ 740/2904] eta: 0:27:41 lr: 0.002023 loss: 0.1846 (0.1935) loss_rec_all: 0.2106 (0.2194) loss_rec_sfr: 0.2652 (0.2839) loss_cl: -0.2789 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [15:44:53.903234] Epoch: [237] [ 760/2904] eta: 0:27:24 lr: 0.002023 loss: 0.1821 (0.1934) loss_rec_all: 0.2085 (0.2193) loss_rec_sfr: 0.2636 (0.2835) loss_cl: -0.2795 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [15:45:08.812311] Epoch: [237] [ 780/2904] eta: 0:27:07 lr: 0.002023 loss: 0.1810 (0.1933) loss_rec_all: 0.2073 (0.2192) loss_rec_sfr: 0.2737 (0.2831) loss_cl: -0.2795 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [15:45:23.725667] Epoch: [237] [ 800/2904] eta: 0:26:51 lr: 0.002023 loss: 0.1844 (0.1935) loss_rec_all: 0.2106 (0.2194) loss_rec_sfr: 0.2690 (0.2839) loss_cl: -0.2784 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [15:45:38.636723] Epoch: [237] [ 820/2904] eta: 0:26:35 lr: 0.002023 loss: 0.1856 (0.1936) loss_rec_all: 0.2116 (0.2195) loss_rec_sfr: 0.2666 (0.2841) loss_cl: -0.2780 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [15:45:53.552622] Epoch: [237] [ 840/2904] eta: 0:26:18 lr: 0.002023 loss: 0.1867 (0.1938) loss_rec_all: 0.2127 (0.2197) loss_rec_sfr: 0.2660 (0.2851) loss_cl: -0.2782 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [15:46:08.465794] Epoch: [237] [ 860/2904] eta: 0:26:02 lr: 0.002023 loss: 0.1823 (0.1938) loss_rec_all: 0.2089 (0.2197) loss_rec_sfr: 0.2223 (0.2846) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [15:46:23.370763] Epoch: [237] [ 880/2904] eta: 0:25:46 lr: 0.002023 loss: 0.1867 (0.1938) loss_rec_all: 0.2130 (0.2197) loss_rec_sfr: 0.2627 (0.2845) loss_cl: -0.2796 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [15:46:38.288853] Epoch: [237] [ 900/2904] eta: 0:25:30 lr: 0.002023 loss: 0.1833 (0.1937) loss_rec_all: 0.2092 (0.2196) loss_rec_sfr: 0.2436 (0.2842) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [15:46:53.197834] Epoch: [237] [ 920/2904] eta: 0:25:14 lr: 0.002022 loss: 0.1820 (0.1936) loss_rec_all: 0.2082 (0.2195) loss_rec_sfr: 0.2288 (0.2837) loss_cl: -0.2790 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [15:47:08.116369] Epoch: [237] [ 940/2904] eta: 0:24:58 lr: 0.002022 loss: 0.1830 (0.1936) loss_rec_all: 0.2091 (0.2195) loss_rec_sfr: 0.2732 (0.2839) loss_cl: -0.2784 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [15:47:23.033944] Epoch: [237] [ 960/2904] eta: 0:24:42 lr: 0.002022 loss: 0.1833 (0.1937) loss_rec_all: 0.2094 (0.2196) loss_rec_sfr: 0.2777 (0.2843) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [15:47:37.952108] Epoch: [237] [ 980/2904] eta: 0:24:26 lr: 0.002022 loss: 0.1795 (0.1936) loss_rec_all: 0.2063 (0.2195) loss_rec_sfr: 0.2585 (0.2841) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [15:47:52.867490] Epoch: [237] [1000/2904] eta: 0:24:10 lr: 0.002022 loss: 0.1823 (0.1938) loss_rec_all: 0.2090 (0.2197) loss_rec_sfr: 0.2646 (0.2847) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [15:48:07.786544] Epoch: [237] [1020/2904] eta: 0:23:54 lr: 0.002022 loss: 0.1824 (0.1938) loss_rec_all: 0.2086 (0.2197) loss_rec_sfr: 0.2721 (0.2848) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [15:48:22.699160] Epoch: [237] [1040/2904] eta: 0:23:38 lr: 0.002022 loss: 0.1818 (0.1938) loss_rec_all: 0.2081 (0.2197) loss_rec_sfr: 0.2248 (0.2847) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [15:48:37.613855] Epoch: [237] [1060/2904] eta: 0:23:23 lr: 0.002022 loss: 0.1881 (0.1938) loss_rec_all: 0.2139 (0.2197) loss_rec_sfr: 0.2719 (0.2847) loss_cl: -0.2781 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [15:48:52.524097] Epoch: [237] [1080/2904] eta: 0:23:07 lr: 0.002022 loss: 0.1855 (0.1939) loss_rec_all: 0.2115 (0.2198) loss_rec_sfr: 0.2674 (0.2850) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [15:49:07.428743] Epoch: [237] [1100/2904] eta: 0:22:51 lr: 0.002022 loss: 0.1809 (0.1939) loss_rec_all: 0.2071 (0.2198) loss_rec_sfr: 0.2775 (0.2852) loss_cl: -0.2789 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [15:49:22.341343] Epoch: [237] [1120/2904] eta: 0:22:36 lr: 0.002022 loss: 0.1806 (0.1940) loss_rec_all: 0.2071 (0.2198) loss_rec_sfr: 0.2650 (0.2853) loss_cl: -0.2799 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [15:49:37.252052] Epoch: [237] [1140/2904] eta: 0:22:20 lr: 0.002022 loss: 0.1855 (0.1940) loss_rec_all: 0.2119 (0.2199) loss_rec_sfr: 0.2743 (0.2853) loss_cl: -0.2793 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [15:49:52.176507] Epoch: [237] [1160/2904] eta: 0:22:04 lr: 0.002022 loss: 0.1835 (0.1941) loss_rec_all: 0.2097 (0.2199) loss_rec_sfr: 0.2499 (0.2855) loss_cl: -0.2786 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [15:50:07.087731] Epoch: [237] [1180/2904] eta: 0:21:49 lr: 0.002022 loss: 0.1840 (0.1940) loss_rec_all: 0.2101 (0.2199) loss_rec_sfr: 0.2599 (0.2851) loss_cl: -0.2796 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [15:50:21.995035] Epoch: [237] [1200/2904] eta: 0:21:33 lr: 0.002022 loss: 0.1849 (0.1941) loss_rec_all: 0.2112 (0.2200) loss_rec_sfr: 0.2551 (0.2851) loss_cl: -0.2789 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [15:50:36.907556] Epoch: [237] [1220/2904] eta: 0:21:18 lr: 0.002022 loss: 0.1834 (0.1941) loss_rec_all: 0.2096 (0.2199) loss_rec_sfr: 0.2604 (0.2851) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [15:50:51.821207] Epoch: [237] [1240/2904] eta: 0:21:02 lr: 0.002022 loss: 0.1843 (0.1941) loss_rec_all: 0.2101 (0.2200) loss_rec_sfr: 0.2649 (0.2852) loss_cl: -0.2779 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [15:51:06.727034] Epoch: [237] [1260/2904] eta: 0:20:47 lr: 0.002022 loss: 0.1851 (0.1940) loss_rec_all: 0.2111 (0.2199) loss_rec_sfr: 0.2661 (0.2850) loss_cl: -0.2789 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [15:51:21.635421] Epoch: [237] [1280/2904] eta: 0:20:31 lr: 0.002022 loss: 0.1850 (0.1939) loss_rec_all: 0.2109 (0.2198) loss_rec_sfr: 0.2657 (0.2849) loss_cl: -0.2796 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [15:51:36.551923] Epoch: [237] [1300/2904] eta: 0:20:16 lr: 0.002022 loss: 0.1831 (0.1938) loss_rec_all: 0.2089 (0.2197) loss_rec_sfr: 0.2677 (0.2846) loss_cl: -0.2782 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [15:51:51.457357] Epoch: [237] [1320/2904] eta: 0:20:00 lr: 0.002022 loss: 0.1940 (0.1940) loss_rec_all: 0.2198 (0.2199) loss_rec_sfr: 0.2732 (0.2852) loss_cl: -0.2780 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [15:52:06.367662] Epoch: [237] [1340/2904] eta: 0:19:45 lr: 0.002022 loss: 0.1842 (0.1940) loss_rec_all: 0.2104 (0.2199) loss_rec_sfr: 0.2741 (0.2852) loss_cl: -0.2795 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [15:52:21.272828] Epoch: [237] [1360/2904] eta: 0:19:29 lr: 0.002022 loss: 0.1866 (0.1940) loss_rec_all: 0.2126 (0.2199) loss_rec_sfr: 0.2664 (0.2854) loss_cl: -0.2792 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [15:52:36.184163] Epoch: [237] [1380/2904] eta: 0:19:14 lr: 0.002022 loss: 0.1792 (0.1939) loss_rec_all: 0.2051 (0.2198) loss_rec_sfr: 0.2508 (0.2851) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [15:52:51.099557] Epoch: [237] [1400/2904] eta: 0:18:58 lr: 0.002022 loss: 0.1828 (0.1940) loss_rec_all: 0.2093 (0.2198) loss_rec_sfr: 0.2537 (0.2851) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [15:53:06.016374] Epoch: [237] [1420/2904] eta: 0:18:43 lr: 0.002022 loss: 0.1856 (0.1941) loss_rec_all: 0.2116 (0.2200) loss_rec_sfr: 0.2697 (0.2854) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [15:53:20.924708] Epoch: [237] [1440/2904] eta: 0:18:28 lr: 0.002022 loss: 0.1802 (0.1940) loss_rec_all: 0.2063 (0.2199) loss_rec_sfr: 0.2655 (0.2852) loss_cl: -0.2796 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [15:53:35.833889] Epoch: [237] [1460/2904] eta: 0:18:12 lr: 0.002022 loss: 0.1828 (0.1940) loss_rec_all: 0.2087 (0.2199) loss_rec_sfr: 0.2700 (0.2854) loss_cl: -0.2796 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [15:53:50.751054] Epoch: [237] [1480/2904] eta: 0:17:57 lr: 0.002022 loss: 0.1874 (0.1940) loss_rec_all: 0.2132 (0.2199) loss_rec_sfr: 0.2655 (0.2856) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [15:54:05.658224] Epoch: [237] [1500/2904] eta: 0:17:42 lr: 0.002022 loss: 0.1866 (0.1941) loss_rec_all: 0.2124 (0.2200) loss_rec_sfr: 0.2719 (0.2859) loss_cl: -0.2784 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [15:54:20.565659] Epoch: [237] [1520/2904] eta: 0:17:26 lr: 0.002022 loss: 0.1860 (0.1941) loss_rec_all: 0.2118 (0.2200) loss_rec_sfr: 0.2564 (0.2859) loss_cl: -0.2781 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [15:54:35.473279] Epoch: [237] [1540/2904] eta: 0:17:11 lr: 0.002022 loss: 0.1864 (0.1942) loss_rec_all: 0.2123 (0.2200) loss_rec_sfr: 0.2616 (0.2859) loss_cl: -0.2787 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [15:54:50.379388] Epoch: [237] [1560/2904] eta: 0:16:56 lr: 0.002022 loss: 0.1851 (0.1942) loss_rec_all: 0.2111 (0.2201) loss_rec_sfr: 0.2751 (0.2861) loss_cl: -0.2789 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [15:55:05.286468] Epoch: [237] [1580/2904] eta: 0:16:40 lr: 0.002022 loss: 0.1844 (0.1943) loss_rec_all: 0.2104 (0.2201) loss_rec_sfr: 0.2651 (0.2861) loss_cl: -0.2793 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [15:55:20.203246] Epoch: [237] [1600/2904] eta: 0:16:25 lr: 0.002022 loss: 0.1839 (0.1943) loss_rec_all: 0.2097 (0.2201) loss_rec_sfr: 0.2721 (0.2862) loss_cl: -0.2783 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [15:55:35.117665] Epoch: [237] [1620/2904] eta: 0:16:10 lr: 0.002022 loss: 0.1861 (0.1942) loss_rec_all: 0.2122 (0.2201) loss_rec_sfr: 0.2533 (0.2859) loss_cl: -0.2780 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [15:55:50.031185] Epoch: [237] [1640/2904] eta: 0:15:54 lr: 0.002022 loss: 0.1825 (0.1942) loss_rec_all: 0.2083 (0.2200) loss_rec_sfr: 0.2352 (0.2857) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [15:56:04.940983] Epoch: [237] [1660/2904] eta: 0:15:39 lr: 0.002022 loss: 0.1831 (0.1941) loss_rec_all: 0.2095 (0.2200) loss_rec_sfr: 0.2582 (0.2855) loss_cl: -0.2791 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [15:56:19.844982] Epoch: [237] [1680/2904] eta: 0:15:24 lr: 0.002022 loss: 0.1826 (0.1941) loss_rec_all: 0.2086 (0.2200) loss_rec_sfr: 0.2676 (0.2855) loss_cl: -0.2795 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [15:56:34.758191] Epoch: [237] [1700/2904] eta: 0:15:09 lr: 0.002022 loss: 0.1825 (0.1941) loss_rec_all: 0.2088 (0.2200) loss_rec_sfr: 0.2703 (0.2856) loss_cl: -0.2783 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [15:56:49.666423] Epoch: [237] [1720/2904] eta: 0:14:53 lr: 0.002021 loss: 0.1826 (0.1942) loss_rec_all: 0.2088 (0.2201) loss_rec_sfr: 0.2750 (0.2858) loss_cl: -0.2791 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [15:57:04.575303] Epoch: [237] [1740/2904] eta: 0:14:38 lr: 0.002021 loss: 0.1877 (0.1942) loss_rec_all: 0.2138 (0.2201) loss_rec_sfr: 0.2669 (0.2859) loss_cl: -0.2793 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [15:57:19.485294] Epoch: [237] [1760/2904] eta: 0:14:23 lr: 0.002021 loss: 0.1808 (0.1941) loss_rec_all: 0.2068 (0.2200) loss_rec_sfr: 0.2508 (0.2855) loss_cl: -0.2799 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [15:57:34.398087] Epoch: [237] [1780/2904] eta: 0:14:08 lr: 0.002021 loss: 0.1806 (0.1940) loss_rec_all: 0.2069 (0.2199) loss_rec_sfr: 0.2566 (0.2852) loss_cl: -0.2793 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [15:57:49.308309] Epoch: [237] [1800/2904] eta: 0:13:53 lr: 0.002021 loss: 0.1827 (0.1940) loss_rec_all: 0.2088 (0.2199) loss_rec_sfr: 0.2684 (0.2851) loss_cl: -0.2780 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [15:58:04.212438] Epoch: [237] [1820/2904] eta: 0:13:37 lr: 0.002021 loss: 0.1898 (0.1941) loss_rec_all: 0.2158 (0.2200) loss_rec_sfr: 0.2679 (0.2853) loss_cl: -0.2779 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [15:58:19.120708] Epoch: [237] [1840/2904] eta: 0:13:22 lr: 0.002021 loss: 0.1835 (0.1941) loss_rec_all: 0.2093 (0.2199) loss_rec_sfr: 0.2613 (0.2851) loss_cl: -0.2786 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [15:58:34.030023] Epoch: [237] [1860/2904] eta: 0:13:07 lr: 0.002021 loss: 0.1826 (0.1941) loss_rec_all: 0.2093 (0.2200) loss_rec_sfr: 0.2657 (0.2851) loss_cl: -0.2798 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [15:58:48.937904] Epoch: [237] [1880/2904] eta: 0:12:52 lr: 0.002021 loss: 0.1810 (0.1940) loss_rec_all: 0.2069 (0.2199) loss_rec_sfr: 0.2664 (0.2849) loss_cl: -0.2793 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [15:59:03.848904] Epoch: [237] [1900/2904] eta: 0:12:37 lr: 0.002021 loss: 0.1810 (0.1939) loss_rec_all: 0.2074 (0.2198) loss_rec_sfr: 0.2611 (0.2848) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [15:59:18.757316] Epoch: [237] [1920/2904] eta: 0:12:21 lr: 0.002021 loss: 0.1843 (0.1939) loss_rec_all: 0.2104 (0.2198) loss_rec_sfr: 0.2684 (0.2847) loss_cl: -0.2786 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [15:59:33.663863] Epoch: [237] [1940/2904] eta: 0:12:06 lr: 0.002021 loss: 0.1858 (0.1939) loss_rec_all: 0.2121 (0.2198) loss_rec_sfr: 0.2661 (0.2847) loss_cl: -0.2792 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [15:59:48.574993] Epoch: [237] [1960/2904] eta: 0:11:51 lr: 0.002021 loss: 0.1795 (0.1938) loss_rec_all: 0.2055 (0.2197) loss_rec_sfr: 0.2622 (0.2844) loss_cl: -0.2792 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [16:00:03.484813] Epoch: [237] [1980/2904] eta: 0:11:36 lr: 0.002021 loss: 0.1870 (0.1938) loss_rec_all: 0.2131 (0.2197) loss_rec_sfr: 0.2738 (0.2846) loss_cl: -0.2794 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [16:00:18.394967] Epoch: [237] [2000/2904] eta: 0:11:21 lr: 0.002021 loss: 0.1849 (0.1938) loss_rec_all: 0.2112 (0.2197) loss_rec_sfr: 0.2740 (0.2844) loss_cl: -0.2792 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [16:00:33.301393] Epoch: [237] [2020/2904] eta: 0:11:06 lr: 0.002021 loss: 0.1785 (0.1937) loss_rec_all: 0.2045 (0.2196) loss_rec_sfr: 0.2237 (0.2841) loss_cl: -0.2792 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [16:00:48.211455] Epoch: [237] [2040/2904] eta: 0:10:51 lr: 0.002021 loss: 0.1852 (0.1937) loss_rec_all: 0.2116 (0.2196) loss_rec_sfr: 0.2613 (0.2841) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [16:01:03.118835] Epoch: [237] [2060/2904] eta: 0:10:35 lr: 0.002021 loss: 0.1852 (0.1937) loss_rec_all: 0.2117 (0.2195) loss_rec_sfr: 0.2712 (0.2840) loss_cl: -0.2783 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [16:01:18.164265] Epoch: [237] [2080/2904] eta: 0:10:20 lr: 0.002021 loss: 0.1889 (0.1938) loss_rec_all: 0.2148 (0.2196) loss_rec_sfr: 0.2746 (0.2844) loss_cl: -0.2783 (-0.2788) time: 0.7522 data: 0.0002 max mem: 29860 [16:01:33.070268] Epoch: [237] [2100/2904] eta: 0:10:05 lr: 0.002021 loss: 0.1856 (0.1938) loss_rec_all: 0.2119 (0.2197) loss_rec_sfr: 0.2601 (0.2844) loss_cl: -0.2787 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [16:01:47.974906] Epoch: [237] [2120/2904] eta: 0:09:50 lr: 0.002021 loss: 0.1843 (0.1938) loss_rec_all: 0.2108 (0.2197) loss_rec_sfr: 0.2305 (0.2845) loss_cl: -0.2794 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [16:02:02.880719] Epoch: [237] [2140/2904] eta: 0:09:35 lr: 0.002021 loss: 0.1808 (0.1938) loss_rec_all: 0.2068 (0.2197) loss_rec_sfr: 0.2578 (0.2844) loss_cl: -0.2789 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [16:02:17.801403] Epoch: [237] [2160/2904] eta: 0:09:20 lr: 0.002021 loss: 0.1857 (0.1939) loss_rec_all: 0.2117 (0.2198) loss_rec_sfr: 0.2758 (0.2847) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [16:02:32.713980] Epoch: [237] [2180/2904] eta: 0:09:05 lr: 0.002021 loss: 0.1837 (0.1940) loss_rec_all: 0.2099 (0.2198) loss_rec_sfr: 0.2848 (0.2851) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [16:02:47.621594] Epoch: [237] [2200/2904] eta: 0:08:50 lr: 0.002021 loss: 0.1835 (0.1939) loss_rec_all: 0.2099 (0.2198) loss_rec_sfr: 0.2637 (0.2849) loss_cl: -0.2792 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [16:03:02.527999] Epoch: [237] [2220/2904] eta: 0:08:35 lr: 0.002021 loss: 0.1799 (0.1939) loss_rec_all: 0.2060 (0.2198) loss_rec_sfr: 0.2607 (0.2849) loss_cl: -0.2789 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [16:03:17.435212] Epoch: [237] [2240/2904] eta: 0:08:19 lr: 0.002021 loss: 0.1851 (0.1939) loss_rec_all: 0.2113 (0.2198) loss_rec_sfr: 0.2733 (0.2850) loss_cl: -0.2788 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [16:03:32.342595] Epoch: [237] [2260/2904] eta: 0:08:04 lr: 0.002021 loss: 0.1869 (0.1939) loss_rec_all: 0.2127 (0.2198) loss_rec_sfr: 0.2712 (0.2851) loss_cl: -0.2777 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [16:03:47.249444] Epoch: [237] [2280/2904] eta: 0:07:49 lr: 0.002021 loss: 0.1840 (0.1940) loss_rec_all: 0.2100 (0.2198) loss_rec_sfr: 0.2705 (0.2852) loss_cl: -0.2791 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [16:04:02.155389] Epoch: [237] [2300/2904] eta: 0:07:34 lr: 0.002021 loss: 0.1842 (0.1939) loss_rec_all: 0.2106 (0.2198) loss_rec_sfr: 0.2687 (0.2851) loss_cl: -0.2799 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [16:04:17.071653] Epoch: [237] [2320/2904] eta: 0:07:19 lr: 0.002021 loss: 0.1871 (0.1940) loss_rec_all: 0.2132 (0.2199) loss_rec_sfr: 0.2679 (0.2853) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [16:04:31.985674] Epoch: [237] [2340/2904] eta: 0:07:04 lr: 0.002021 loss: 0.1821 (0.1940) loss_rec_all: 0.2079 (0.2199) loss_rec_sfr: 0.2682 (0.2853) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [16:04:46.901372] Epoch: [237] [2360/2904] eta: 0:06:49 lr: 0.002021 loss: 0.1816 (0.1940) loss_rec_all: 0.2078 (0.2199) loss_rec_sfr: 0.2728 (0.2853) loss_cl: -0.2782 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [16:05:01.813185] Epoch: [237] [2380/2904] eta: 0:06:34 lr: 0.002021 loss: 0.1828 (0.1940) loss_rec_all: 0.2086 (0.2199) loss_rec_sfr: 0.2723 (0.2854) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [16:05:16.726787] Epoch: [237] [2400/2904] eta: 0:06:19 lr: 0.002021 loss: 0.1820 (0.1940) loss_rec_all: 0.2083 (0.2199) loss_rec_sfr: 0.2640 (0.2854) loss_cl: -0.2801 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [16:05:31.638319] Epoch: [237] [2420/2904] eta: 0:06:04 lr: 0.002021 loss: 0.1862 (0.1940) loss_rec_all: 0.2126 (0.2199) loss_rec_sfr: 0.2405 (0.2855) loss_cl: -0.2784 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [16:05:46.545872] Epoch: [237] [2440/2904] eta: 0:05:49 lr: 0.002021 loss: 0.1873 (0.1941) loss_rec_all: 0.2135 (0.2200) loss_rec_sfr: 0.2738 (0.2857) loss_cl: -0.2778 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [16:06:01.453879] Epoch: [237] [2460/2904] eta: 0:05:33 lr: 0.002021 loss: 0.1853 (0.1941) loss_rec_all: 0.2113 (0.2199) loss_rec_sfr: 0.2761 (0.2857) loss_cl: -0.2790 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [16:06:16.359057] Epoch: [237] [2480/2904] eta: 0:05:18 lr: 0.002021 loss: 0.1814 (0.1941) loss_rec_all: 0.2080 (0.2200) loss_rec_sfr: 0.2598 (0.2857) loss_cl: -0.2793 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [16:06:31.265693] Epoch: [237] [2500/2904] eta: 0:05:03 lr: 0.002021 loss: 0.1857 (0.1941) loss_rec_all: 0.2119 (0.2200) loss_rec_sfr: 0.2621 (0.2859) loss_cl: -0.2794 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [16:06:46.171024] Epoch: [237] [2520/2904] eta: 0:04:48 lr: 0.002020 loss: 0.1891 (0.1942) loss_rec_all: 0.2152 (0.2201) loss_rec_sfr: 0.2707 (0.2860) loss_cl: -0.2783 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [16:07:01.068787] Epoch: [237] [2540/2904] eta: 0:04:33 lr: 0.002020 loss: 0.1842 (0.1941) loss_rec_all: 0.2105 (0.2200) loss_rec_sfr: 0.2289 (0.2858) loss_cl: -0.2786 (-0.2788) time: 0.7448 data: 0.0002 max mem: 29860 [16:07:15.971898] Epoch: [237] [2560/2904] eta: 0:04:18 lr: 0.002020 loss: 0.1857 (0.1941) loss_rec_all: 0.2115 (0.2200) loss_rec_sfr: 0.2651 (0.2858) loss_cl: -0.2792 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [16:07:30.880644] Epoch: [237] [2580/2904] eta: 0:04:03 lr: 0.002020 loss: 0.1850 (0.1941) loss_rec_all: 0.2108 (0.2200) loss_rec_sfr: 0.2731 (0.2857) loss_cl: -0.2788 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [16:07:45.782668] Epoch: [237] [2600/2904] eta: 0:03:48 lr: 0.002020 loss: 0.1881 (0.1942) loss_rec_all: 0.2142 (0.2201) loss_rec_sfr: 0.2766 (0.2860) loss_cl: -0.2783 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [16:08:00.691138] Epoch: [237] [2620/2904] eta: 0:03:33 lr: 0.002020 loss: 0.1847 (0.1942) loss_rec_all: 0.2106 (0.2201) loss_rec_sfr: 0.2751 (0.2861) loss_cl: -0.2788 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [16:08:15.593900] Epoch: [237] [2640/2904] eta: 0:03:18 lr: 0.002020 loss: 0.1835 (0.1942) loss_rec_all: 0.2100 (0.2201) loss_rec_sfr: 0.2588 (0.2860) loss_cl: -0.2793 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [16:08:30.495970] Epoch: [237] [2660/2904] eta: 0:03:03 lr: 0.002020 loss: 0.1857 (0.1943) loss_rec_all: 0.2116 (0.2202) loss_rec_sfr: 0.2772 (0.2864) loss_cl: -0.2793 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [16:08:45.397265] Epoch: [237] [2680/2904] eta: 0:02:48 lr: 0.002020 loss: 0.1880 (0.1943) loss_rec_all: 0.2138 (0.2202) loss_rec_sfr: 0.2750 (0.2866) loss_cl: -0.2788 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [16:09:00.307145] Epoch: [237] [2700/2904] eta: 0:02:33 lr: 0.002020 loss: 0.1849 (0.1943) loss_rec_all: 0.2107 (0.2202) loss_rec_sfr: 0.2609 (0.2865) loss_cl: -0.2785 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [16:09:15.220372] Epoch: [237] [2720/2904] eta: 0:02:18 lr: 0.002020 loss: 0.1891 (0.1943) loss_rec_all: 0.2151 (0.2202) loss_rec_sfr: 0.2651 (0.2865) loss_cl: -0.2795 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [16:09:30.129605] Epoch: [237] [2740/2904] eta: 0:02:03 lr: 0.002020 loss: 0.1937 (0.1945) loss_rec_all: 0.2196 (0.2203) loss_rec_sfr: 0.2744 (0.2869) loss_cl: -0.2788 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [16:09:45.036941] Epoch: [237] [2760/2904] eta: 0:01:48 lr: 0.002020 loss: 0.1837 (0.1945) loss_rec_all: 0.2097 (0.2204) loss_rec_sfr: 0.2561 (0.2870) loss_cl: -0.2789 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [16:09:59.944479] Epoch: [237] [2780/2904] eta: 0:01:33 lr: 0.002020 loss: 0.1842 (0.1945) loss_rec_all: 0.2098 (0.2203) loss_rec_sfr: 0.2697 (0.2869) loss_cl: -0.2782 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [16:10:14.852679] Epoch: [237] [2800/2904] eta: 0:01:18 lr: 0.002020 loss: 0.1793 (0.1944) loss_rec_all: 0.2058 (0.2202) loss_rec_sfr: 0.2340 (0.2866) loss_cl: -0.2782 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [16:10:29.759090] Epoch: [237] [2820/2904] eta: 0:01:03 lr: 0.002020 loss: 0.1846 (0.1943) loss_rec_all: 0.2105 (0.2202) loss_rec_sfr: 0.2587 (0.2865) loss_cl: -0.2793 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [16:10:44.703983] Epoch: [237] [2840/2904] eta: 0:00:48 lr: 0.002020 loss: 0.1854 (0.1944) loss_rec_all: 0.2120 (0.2203) loss_rec_sfr: 0.2822 (0.2867) loss_cl: -0.2788 (-0.2788) time: 0.7472 data: 0.0023 max mem: 29860 [16:10:59.597817] Epoch: [237] [2860/2904] eta: 0:00:33 lr: 0.002020 loss: 0.1837 (0.1944) loss_rec_all: 0.2093 (0.2203) loss_rec_sfr: 0.2611 (0.2866) loss_cl: -0.2775 (-0.2788) time: 0.7447 data: 0.0001 max mem: 29860 [16:11:14.492577] Epoch: [237] [2880/2904] eta: 0:00:18 lr: 0.002020 loss: 0.1828 (0.1943) loss_rec_all: 0.2093 (0.2202) loss_rec_sfr: 0.2689 (0.2865) loss_cl: -0.2788 (-0.2788) time: 0.7447 data: 0.0001 max mem: 29860 [16:11:29.391051] Epoch: [237] [2900/2904] eta: 0:00:03 lr: 0.002020 loss: 0.1876 (0.1944) loss_rec_all: 0.2137 (0.2203) loss_rec_sfr: 0.2599 (0.2866) loss_cl: -0.2796 (-0.2788) time: 0.7449 data: 0.0001 max mem: 29860 [16:11:31.631586] Epoch: [237] [2903/2904] eta: 0:00:00 lr: 0.002020 loss: 0.1933 (0.1944) loss_rec_all: 0.2193 (0.2203) loss_rec_sfr: 0.2663 (0.2866) loss_cl: -0.2794 (-0.2788) time: 0.7449 data: 0.0001 max mem: 29860 [16:11:33.753143] Epoch: [237] Total time: 0:36:23 (0.7519 s / it) [16:11:33.789452] Averaged stats: lr: 0.002020 loss: 0.1933 (0.1967) loss_rec_all: 0.2193 (0.2202) loss_rec_sfr: 0.2663 (0.2860) loss_cl: -0.2794 (-0.2556) [16:11:33.794174] log_dir: ./checkpoint/VF2_ViT-B [16:11:52.395349] Epoch: [238] [ 0/2904] eta: 15:00:14 lr: 0.002020 loss: 0.1742 (0.1742) loss_rec_all: 0.2009 (0.2009) loss_rec_sfr: 0.1852 (0.1852) loss_cl: -0.2799 (-0.2799) time: 18.5999 data: 16.2504 max mem: 29860 [16:12:07.763097] Epoch: [238] [ 20/2904] eta: 1:17:44 lr: 0.002020 loss: 0.1834 (0.1850) loss_rec_all: 0.2092 (0.2111) loss_rec_sfr: 0.2700 (0.2659) loss_cl: -0.2793 (-0.2793) time: 0.7684 data: 0.0262 max mem: 29860 [16:12:22.639103] Epoch: [238] [ 40/2904] eta: 0:56:51 lr: 0.002020 loss: 0.1848 (0.1912) loss_rec_all: 0.2107 (0.2172) loss_rec_sfr: 0.2647 (0.2783) loss_cl: -0.2791 (-0.2791) time: 0.7438 data: 0.0002 max mem: 29860 [16:12:37.536424] Epoch: [238] [ 60/2904] eta: 0:49:31 lr: 0.002020 loss: 0.1857 (0.1914) loss_rec_all: 0.2117 (0.2173) loss_rec_sfr: 0.2626 (0.2765) loss_cl: -0.2782 (-0.2787) time: 0.7448 data: 0.0002 max mem: 29860 [16:12:52.425868] Epoch: [238] [ 80/2904] eta: 0:45:41 lr: 0.002020 loss: 0.1860 (0.1932) loss_rec_all: 0.2118 (0.2191) loss_rec_sfr: 0.2677 (0.2830) loss_cl: -0.2792 (-0.2788) time: 0.7444 data: 0.0002 max mem: 29860 [16:13:07.324913] Epoch: [238] [ 100/2904] eta: 0:43:16 lr: 0.002020 loss: 0.1853 (0.1927) loss_rec_all: 0.2117 (0.2186) loss_rec_sfr: 0.2678 (0.2815) loss_cl: -0.2785 (-0.2787) time: 0.7449 data: 0.0002 max mem: 29860 [16:13:22.233963] Epoch: [238] [ 120/2904] eta: 0:41:34 lr: 0.002020 loss: 0.1864 (0.1930) loss_rec_all: 0.2122 (0.2189) loss_rec_sfr: 0.2664 (0.2823) loss_cl: -0.2785 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [16:13:37.143573] Epoch: [238] [ 140/2904] eta: 0:40:17 lr: 0.002020 loss: 0.1830 (0.1933) loss_rec_all: 0.2096 (0.2192) loss_rec_sfr: 0.2713 (0.2846) loss_cl: -0.2797 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [16:13:52.054067] Epoch: [238] [ 160/2904] eta: 0:39:16 lr: 0.002020 loss: 0.1821 (0.1928) loss_rec_all: 0.2084 (0.2187) loss_rec_sfr: 0.2670 (0.2836) loss_cl: -0.2796 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [16:14:06.992276] Epoch: [238] [ 180/2904] eta: 0:38:25 lr: 0.002020 loss: 0.1839 (0.1930) loss_rec_all: 0.2097 (0.2189) loss_rec_sfr: 0.2599 (0.2838) loss_cl: -0.2783 (-0.2788) time: 0.7469 data: 0.0002 max mem: 29860 [16:14:21.904764] Epoch: [238] [ 200/2904] eta: 0:37:41 lr: 0.002020 loss: 0.1823 (0.1936) loss_rec_all: 0.2082 (0.2195) loss_rec_sfr: 0.2667 (0.2850) loss_cl: -0.2779 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [16:14:36.817712] Epoch: [238] [ 220/2904] eta: 0:37:02 lr: 0.002020 loss: 0.1933 (0.1944) loss_rec_all: 0.2194 (0.2203) loss_rec_sfr: 0.2692 (0.2866) loss_cl: -0.2791 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [16:14:51.731805] Epoch: [238] [ 240/2904] eta: 0:36:27 lr: 0.002020 loss: 0.1824 (0.1945) loss_rec_all: 0.2083 (0.2203) loss_rec_sfr: 0.2679 (0.2869) loss_cl: -0.2793 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [16:15:06.640512] Epoch: [238] [ 260/2904] eta: 0:35:56 lr: 0.002020 loss: 0.1840 (0.1945) loss_rec_all: 0.2099 (0.2204) loss_rec_sfr: 0.2713 (0.2874) loss_cl: -0.2793 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [16:15:21.554692] Epoch: [238] [ 280/2904] eta: 0:35:26 lr: 0.002020 loss: 0.1835 (0.1946) loss_rec_all: 0.2095 (0.2204) loss_rec_sfr: 0.2600 (0.2871) loss_cl: -0.2780 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [16:15:36.465441] Epoch: [238] [ 300/2904] eta: 0:34:59 lr: 0.002020 loss: 0.1867 (0.1942) loss_rec_all: 0.2124 (0.2201) loss_rec_sfr: 0.2696 (0.2859) loss_cl: -0.2780 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [16:15:51.375092] Epoch: [238] [ 320/2904] eta: 0:34:33 lr: 0.002020 loss: 0.1840 (0.1944) loss_rec_all: 0.2099 (0.2203) loss_rec_sfr: 0.2693 (0.2869) loss_cl: -0.2786 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [16:16:06.321305] Epoch: [238] [ 340/2904] eta: 0:34:09 lr: 0.002020 loss: 0.1821 (0.1944) loss_rec_all: 0.2083 (0.2203) loss_rec_sfr: 0.2540 (0.2869) loss_cl: -0.2783 (-0.2787) time: 0.7473 data: 0.0002 max mem: 29860 [16:16:21.235905] Epoch: [238] [ 360/2904] eta: 0:33:45 lr: 0.002020 loss: 0.1844 (0.1946) loss_rec_all: 0.2103 (0.2204) loss_rec_sfr: 0.2796 (0.2877) loss_cl: -0.2783 (-0.2786) time: 0.7457 data: 0.0002 max mem: 29860 [16:16:36.301280] Epoch: [238] [ 380/2904] eta: 0:33:23 lr: 0.002020 loss: 0.1824 (0.1939) loss_rec_all: 0.2083 (0.2198) loss_rec_sfr: 0.2593 (0.2856) loss_cl: -0.2790 (-0.2786) time: 0.7532 data: 0.0002 max mem: 29860 [16:16:51.214908] Epoch: [238] [ 400/2904] eta: 0:33:01 lr: 0.002020 loss: 0.1826 (0.1938) loss_rec_all: 0.2091 (0.2197) loss_rec_sfr: 0.2611 (0.2854) loss_cl: -0.2796 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [16:17:06.129967] Epoch: [238] [ 420/2904] eta: 0:32:40 lr: 0.002019 loss: 0.1875 (0.1942) loss_rec_all: 0.2136 (0.2200) loss_rec_sfr: 0.2694 (0.2863) loss_cl: -0.2788 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [16:17:21.044702] Epoch: [238] [ 440/2904] eta: 0:32:20 lr: 0.002019 loss: 0.1821 (0.1940) loss_rec_all: 0.2081 (0.2199) loss_rec_sfr: 0.2598 (0.2857) loss_cl: -0.2787 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [16:17:35.960504] Epoch: [238] [ 460/2904] eta: 0:31:59 lr: 0.002019 loss: 0.1863 (0.1943) loss_rec_all: 0.2126 (0.2202) loss_rec_sfr: 0.2697 (0.2864) loss_cl: -0.2786 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [16:17:50.879389] Epoch: [238] [ 480/2904] eta: 0:31:40 lr: 0.002019 loss: 0.1822 (0.1942) loss_rec_all: 0.2085 (0.2201) loss_rec_sfr: 0.2646 (0.2862) loss_cl: -0.2789 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [16:18:05.791383] Epoch: [238] [ 500/2904] eta: 0:31:20 lr: 0.002019 loss: 0.1828 (0.1942) loss_rec_all: 0.2087 (0.2201) loss_rec_sfr: 0.2750 (0.2862) loss_cl: -0.2785 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [16:18:20.705491] Epoch: [238] [ 520/2904] eta: 0:31:01 lr: 0.002019 loss: 0.1848 (0.1940) loss_rec_all: 0.2112 (0.2198) loss_rec_sfr: 0.2572 (0.2854) loss_cl: -0.2794 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [16:18:35.615897] Epoch: [238] [ 540/2904] eta: 0:30:43 lr: 0.002019 loss: 0.1820 (0.1940) loss_rec_all: 0.2080 (0.2198) loss_rec_sfr: 0.2661 (0.2854) loss_cl: -0.2795 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [16:18:50.526680] Epoch: [238] [ 560/2904] eta: 0:30:24 lr: 0.002019 loss: 0.1825 (0.1938) loss_rec_all: 0.2085 (0.2197) loss_rec_sfr: 0.2411 (0.2848) loss_cl: -0.2791 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [16:19:05.436121] Epoch: [238] [ 580/2904] eta: 0:30:06 lr: 0.002019 loss: 0.1800 (0.1935) loss_rec_all: 0.2065 (0.2194) loss_rec_sfr: 0.2586 (0.2836) loss_cl: -0.2777 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [16:19:20.345890] Epoch: [238] [ 600/2904] eta: 0:29:48 lr: 0.002019 loss: 0.1830 (0.1932) loss_rec_all: 0.2088 (0.2191) loss_rec_sfr: 0.2606 (0.2826) loss_cl: -0.2779 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [16:19:35.256548] Epoch: [238] [ 620/2904] eta: 0:29:30 lr: 0.002019 loss: 0.1836 (0.1933) loss_rec_all: 0.2094 (0.2192) loss_rec_sfr: 0.2697 (0.2834) loss_cl: -0.2788 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [16:19:50.167072] Epoch: [238] [ 640/2904] eta: 0:29:13 lr: 0.002019 loss: 0.1861 (0.1935) loss_rec_all: 0.2124 (0.2194) loss_rec_sfr: 0.2722 (0.2841) loss_cl: -0.2803 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [16:20:05.072084] Epoch: [238] [ 660/2904] eta: 0:28:55 lr: 0.002019 loss: 0.1878 (0.1940) loss_rec_all: 0.2141 (0.2199) loss_rec_sfr: 0.2860 (0.2861) loss_cl: -0.2793 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [16:20:19.985683] Epoch: [238] [ 680/2904] eta: 0:28:38 lr: 0.002019 loss: 0.1879 (0.1941) loss_rec_all: 0.2137 (0.2200) loss_rec_sfr: 0.2812 (0.2866) loss_cl: -0.2780 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [16:20:34.897533] Epoch: [238] [ 700/2904] eta: 0:28:21 lr: 0.002019 loss: 0.1849 (0.1942) loss_rec_all: 0.2108 (0.2201) loss_rec_sfr: 0.2716 (0.2872) loss_cl: -0.2777 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [16:20:49.806727] Epoch: [238] [ 720/2904] eta: 0:28:04 lr: 0.002019 loss: 0.1837 (0.1943) loss_rec_all: 0.2095 (0.2201) loss_rec_sfr: 0.2725 (0.2875) loss_cl: -0.2783 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [16:21:04.720783] Epoch: [238] [ 740/2904] eta: 0:27:47 lr: 0.002019 loss: 0.1842 (0.1941) loss_rec_all: 0.2104 (0.2200) loss_rec_sfr: 0.2694 (0.2869) loss_cl: -0.2798 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [16:21:19.626365] Epoch: [238] [ 760/2904] eta: 0:27:30 lr: 0.002019 loss: 0.1838 (0.1940) loss_rec_all: 0.2096 (0.2199) loss_rec_sfr: 0.2664 (0.2868) loss_cl: -0.2793 (-0.2787) time: 0.7452 data: 0.0002 max mem: 29860 [16:21:34.538208] Epoch: [238] [ 780/2904] eta: 0:27:13 lr: 0.002019 loss: 0.1828 (0.1939) loss_rec_all: 0.2087 (0.2197) loss_rec_sfr: 0.2686 (0.2863) loss_cl: -0.2787 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [16:21:49.450019] Epoch: [238] [ 800/2904] eta: 0:26:57 lr: 0.002019 loss: 0.1799 (0.1936) loss_rec_all: 0.2060 (0.2195) loss_rec_sfr: 0.2644 (0.2854) loss_cl: -0.2787 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [16:22:04.369800] Epoch: [238] [ 820/2904] eta: 0:26:40 lr: 0.002019 loss: 0.1820 (0.1935) loss_rec_all: 0.2085 (0.2194) loss_rec_sfr: 0.2692 (0.2851) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [16:22:19.281241] Epoch: [238] [ 840/2904] eta: 0:26:24 lr: 0.002019 loss: 0.1940 (0.1936) loss_rec_all: 0.2200 (0.2195) loss_rec_sfr: 0.2695 (0.2853) loss_cl: -0.2792 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [16:22:34.192386] Epoch: [238] [ 860/2904] eta: 0:26:07 lr: 0.002019 loss: 0.1921 (0.1939) loss_rec_all: 0.2184 (0.2198) loss_rec_sfr: 0.2682 (0.2861) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [16:22:49.100847] Epoch: [238] [ 880/2904] eta: 0:25:51 lr: 0.002019 loss: 0.1825 (0.1939) loss_rec_all: 0.2087 (0.2198) loss_rec_sfr: 0.2663 (0.2861) loss_cl: -0.2788 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [16:23:04.009071] Epoch: [238] [ 900/2904] eta: 0:25:35 lr: 0.002019 loss: 0.1845 (0.1939) loss_rec_all: 0.2108 (0.2198) loss_rec_sfr: 0.2605 (0.2856) loss_cl: -0.2785 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [16:23:18.915865] Epoch: [238] [ 920/2904] eta: 0:25:18 lr: 0.002019 loss: 0.1819 (0.1939) loss_rec_all: 0.2078 (0.2197) loss_rec_sfr: 0.2678 (0.2855) loss_cl: -0.2784 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [16:23:33.826225] Epoch: [238] [ 940/2904] eta: 0:25:02 lr: 0.002019 loss: 0.1818 (0.1938) loss_rec_all: 0.2079 (0.2197) loss_rec_sfr: 0.2578 (0.2854) loss_cl: -0.2793 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [16:23:48.738732] Epoch: [238] [ 960/2904] eta: 0:24:46 lr: 0.002019 loss: 0.1879 (0.1940) loss_rec_all: 0.2139 (0.2199) loss_rec_sfr: 0.2833 (0.2861) loss_cl: -0.2793 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [16:24:03.657402] Epoch: [238] [ 980/2904] eta: 0:24:30 lr: 0.002019 loss: 0.1812 (0.1940) loss_rec_all: 0.2078 (0.2198) loss_rec_sfr: 0.2649 (0.2857) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [16:24:18.568931] Epoch: [238] [1000/2904] eta: 0:24:14 lr: 0.002019 loss: 0.1819 (0.1939) loss_rec_all: 0.2078 (0.2198) loss_rec_sfr: 0.2545 (0.2853) loss_cl: -0.2785 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [16:24:33.480982] Epoch: [238] [1020/2904] eta: 0:23:58 lr: 0.002019 loss: 0.1866 (0.1940) loss_rec_all: 0.2127 (0.2198) loss_rec_sfr: 0.2726 (0.2855) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [16:24:48.391546] Epoch: [238] [1040/2904] eta: 0:23:42 lr: 0.002019 loss: 0.1819 (0.1940) loss_rec_all: 0.2077 (0.2199) loss_rec_sfr: 0.2693 (0.2856) loss_cl: -0.2784 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [16:25:03.300731] Epoch: [238] [1060/2904] eta: 0:23:26 lr: 0.002019 loss: 0.1892 (0.1941) loss_rec_all: 0.2154 (0.2200) loss_rec_sfr: 0.2637 (0.2857) loss_cl: -0.2792 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [16:25:18.208851] Epoch: [238] [1080/2904] eta: 0:23:10 lr: 0.002019 loss: 0.1891 (0.1941) loss_rec_all: 0.2151 (0.2200) loss_rec_sfr: 0.2687 (0.2858) loss_cl: -0.2797 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [16:25:33.118683] Epoch: [238] [1100/2904] eta: 0:22:55 lr: 0.002019 loss: 0.1864 (0.1941) loss_rec_all: 0.2125 (0.2199) loss_rec_sfr: 0.2693 (0.2857) loss_cl: -0.2798 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [16:25:48.034186] Epoch: [238] [1120/2904] eta: 0:22:39 lr: 0.002019 loss: 0.1845 (0.1941) loss_rec_all: 0.2105 (0.2200) loss_rec_sfr: 0.2635 (0.2856) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [16:26:02.952333] Epoch: [238] [1140/2904] eta: 0:22:23 lr: 0.002019 loss: 0.1814 (0.1941) loss_rec_all: 0.2079 (0.2200) loss_rec_sfr: 0.2691 (0.2859) loss_cl: -0.2784 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [16:26:17.878942] Epoch: [238] [1160/2904] eta: 0:22:07 lr: 0.002019 loss: 0.1834 (0.1942) loss_rec_all: 0.2094 (0.2201) loss_rec_sfr: 0.2731 (0.2861) loss_cl: -0.2790 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [16:26:32.790068] Epoch: [238] [1180/2904] eta: 0:21:52 lr: 0.002019 loss: 0.1841 (0.1942) loss_rec_all: 0.2098 (0.2201) loss_rec_sfr: 0.2617 (0.2861) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [16:26:47.697413] Epoch: [238] [1200/2904] eta: 0:21:36 lr: 0.002019 loss: 0.1845 (0.1942) loss_rec_all: 0.2104 (0.2201) loss_rec_sfr: 0.2776 (0.2860) loss_cl: -0.2788 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [16:27:02.605220] Epoch: [238] [1220/2904] eta: 0:21:20 lr: 0.002018 loss: 0.1839 (0.1941) loss_rec_all: 0.2098 (0.2200) loss_rec_sfr: 0.2740 (0.2860) loss_cl: -0.2789 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [16:27:17.514381] Epoch: [238] [1240/2904] eta: 0:21:05 lr: 0.002018 loss: 0.1845 (0.1942) loss_rec_all: 0.2104 (0.2201) loss_rec_sfr: 0.2695 (0.2865) loss_cl: -0.2788 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [16:27:32.424298] Epoch: [238] [1260/2904] eta: 0:20:49 lr: 0.002018 loss: 0.1799 (0.1941) loss_rec_all: 0.2065 (0.2200) loss_rec_sfr: 0.2746 (0.2863) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [16:27:47.342837] Epoch: [238] [1280/2904] eta: 0:20:34 lr: 0.002018 loss: 0.1837 (0.1941) loss_rec_all: 0.2097 (0.2200) loss_rec_sfr: 0.2667 (0.2863) loss_cl: -0.2794 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [16:28:02.253477] Epoch: [238] [1300/2904] eta: 0:20:18 lr: 0.002018 loss: 0.1792 (0.1942) loss_rec_all: 0.2051 (0.2200) loss_rec_sfr: 0.2603 (0.2864) loss_cl: -0.2791 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [16:28:17.171332] Epoch: [238] [1320/2904] eta: 0:20:03 lr: 0.002018 loss: 0.1808 (0.1942) loss_rec_all: 0.2073 (0.2201) loss_rec_sfr: 0.2645 (0.2865) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [16:28:32.096850] Epoch: [238] [1340/2904] eta: 0:19:47 lr: 0.002018 loss: 0.1922 (0.1943) loss_rec_all: 0.2180 (0.2202) loss_rec_sfr: 0.2678 (0.2867) loss_cl: -0.2784 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [16:28:47.020259] Epoch: [238] [1360/2904] eta: 0:19:32 lr: 0.002018 loss: 0.1878 (0.1944) loss_rec_all: 0.2135 (0.2202) loss_rec_sfr: 0.2720 (0.2871) loss_cl: -0.2787 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [16:29:01.930557] Epoch: [238] [1380/2904] eta: 0:19:16 lr: 0.002018 loss: 0.1838 (0.1944) loss_rec_all: 0.2099 (0.2203) loss_rec_sfr: 0.2658 (0.2870) loss_cl: -0.2796 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [16:29:16.844218] Epoch: [238] [1400/2904] eta: 0:19:01 lr: 0.002018 loss: 0.1835 (0.1945) loss_rec_all: 0.2097 (0.2203) loss_rec_sfr: 0.2772 (0.2873) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [16:29:31.759073] Epoch: [238] [1420/2904] eta: 0:18:45 lr: 0.002018 loss: 0.1834 (0.1945) loss_rec_all: 0.2095 (0.2203) loss_rec_sfr: 0.2603 (0.2872) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [16:29:46.678295] Epoch: [238] [1440/2904] eta: 0:18:30 lr: 0.002018 loss: 0.1823 (0.1945) loss_rec_all: 0.2085 (0.2203) loss_rec_sfr: 0.2718 (0.2872) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [16:30:01.591688] Epoch: [238] [1460/2904] eta: 0:18:14 lr: 0.002018 loss: 0.1824 (0.1945) loss_rec_all: 0.2084 (0.2203) loss_rec_sfr: 0.2750 (0.2873) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [16:30:16.504807] Epoch: [238] [1480/2904] eta: 0:17:59 lr: 0.002018 loss: 0.1809 (0.1945) loss_rec_all: 0.2075 (0.2204) loss_rec_sfr: 0.2669 (0.2874) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [16:30:31.419166] Epoch: [238] [1500/2904] eta: 0:17:44 lr: 0.002018 loss: 0.1833 (0.1944) loss_rec_all: 0.2092 (0.2203) loss_rec_sfr: 0.2574 (0.2871) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [16:30:46.334653] Epoch: [238] [1520/2904] eta: 0:17:28 lr: 0.002018 loss: 0.1828 (0.1945) loss_rec_all: 0.2088 (0.2203) loss_rec_sfr: 0.2773 (0.2873) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [16:31:01.250393] Epoch: [238] [1540/2904] eta: 0:17:13 lr: 0.002018 loss: 0.1819 (0.1944) loss_rec_all: 0.2082 (0.2203) loss_rec_sfr: 0.2641 (0.2871) loss_cl: -0.2780 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [16:31:16.169357] Epoch: [238] [1560/2904] eta: 0:16:57 lr: 0.002018 loss: 0.1810 (0.1943) loss_rec_all: 0.2072 (0.2201) loss_rec_sfr: 0.2321 (0.2867) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [16:31:31.087722] Epoch: [238] [1580/2904] eta: 0:16:42 lr: 0.002018 loss: 0.1873 (0.1943) loss_rec_all: 0.2134 (0.2202) loss_rec_sfr: 0.2773 (0.2869) loss_cl: -0.2796 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [16:31:46.009658] Epoch: [238] [1600/2904] eta: 0:16:27 lr: 0.002018 loss: 0.1846 (0.1943) loss_rec_all: 0.2105 (0.2201) loss_rec_sfr: 0.2731 (0.2868) loss_cl: -0.2796 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [16:32:00.924424] Epoch: [238] [1620/2904] eta: 0:16:11 lr: 0.002018 loss: 0.1851 (0.1942) loss_rec_all: 0.2110 (0.2201) loss_rec_sfr: 0.2635 (0.2867) loss_cl: -0.2797 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [16:32:15.845507] Epoch: [238] [1640/2904] eta: 0:15:56 lr: 0.002018 loss: 0.1808 (0.1941) loss_rec_all: 0.2069 (0.2200) loss_rec_sfr: 0.2670 (0.2864) loss_cl: -0.2784 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [16:32:30.755479] Epoch: [238] [1660/2904] eta: 0:15:41 lr: 0.002018 loss: 0.1844 (0.1940) loss_rec_all: 0.2100 (0.2199) loss_rec_sfr: 0.2702 (0.2862) loss_cl: -0.2782 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [16:32:45.667862] Epoch: [238] [1680/2904] eta: 0:15:26 lr: 0.002018 loss: 0.1797 (0.1940) loss_rec_all: 0.2061 (0.2198) loss_rec_sfr: 0.2686 (0.2860) loss_cl: -0.2779 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [16:33:00.583490] Epoch: [238] [1700/2904] eta: 0:15:10 lr: 0.002018 loss: 0.1802 (0.1939) loss_rec_all: 0.2063 (0.2198) loss_rec_sfr: 0.2699 (0.2860) loss_cl: -0.2797 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [16:33:15.487342] Epoch: [238] [1720/2904] eta: 0:14:55 lr: 0.002018 loss: 0.1850 (0.1939) loss_rec_all: 0.2115 (0.2198) loss_rec_sfr: 0.2723 (0.2860) loss_cl: -0.2796 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [16:33:30.398294] Epoch: [238] [1740/2904] eta: 0:14:40 lr: 0.002018 loss: 0.1813 (0.1939) loss_rec_all: 0.2077 (0.2198) loss_rec_sfr: 0.2661 (0.2861) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [16:33:45.318314] Epoch: [238] [1760/2904] eta: 0:14:24 lr: 0.002018 loss: 0.1829 (0.1939) loss_rec_all: 0.2090 (0.2198) loss_rec_sfr: 0.2619 (0.2860) loss_cl: -0.2794 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [16:34:00.239086] Epoch: [238] [1780/2904] eta: 0:14:09 lr: 0.002018 loss: 0.1791 (0.1938) loss_rec_all: 0.2055 (0.2197) loss_rec_sfr: 0.2400 (0.2856) loss_cl: -0.2805 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [16:34:15.165562] Epoch: [238] [1800/2904] eta: 0:13:54 lr: 0.002018 loss: 0.1856 (0.1938) loss_rec_all: 0.2119 (0.2197) loss_rec_sfr: 0.2653 (0.2855) loss_cl: -0.2790 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [16:34:30.077671] Epoch: [238] [1820/2904] eta: 0:13:39 lr: 0.002018 loss: 0.1864 (0.1939) loss_rec_all: 0.2130 (0.2197) loss_rec_sfr: 0.2616 (0.2856) loss_cl: -0.2800 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [16:34:44.989314] Epoch: [238] [1840/2904] eta: 0:13:23 lr: 0.002018 loss: 0.1830 (0.1939) loss_rec_all: 0.2095 (0.2198) loss_rec_sfr: 0.2684 (0.2857) loss_cl: -0.2783 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [16:34:59.902019] Epoch: [238] [1860/2904] eta: 0:13:08 lr: 0.002018 loss: 0.1822 (0.1939) loss_rec_all: 0.2087 (0.2198) loss_rec_sfr: 0.2610 (0.2855) loss_cl: -0.2778 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [16:35:14.811777] Epoch: [238] [1880/2904] eta: 0:12:53 lr: 0.002018 loss: 0.1821 (0.1938) loss_rec_all: 0.2082 (0.2197) loss_rec_sfr: 0.2720 (0.2853) loss_cl: -0.2791 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [16:35:29.721654] Epoch: [238] [1900/2904] eta: 0:12:38 lr: 0.002018 loss: 0.1826 (0.1938) loss_rec_all: 0.2091 (0.2197) loss_rec_sfr: 0.2665 (0.2854) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [16:35:44.631710] Epoch: [238] [1920/2904] eta: 0:12:23 lr: 0.002018 loss: 0.1860 (0.1938) loss_rec_all: 0.2118 (0.2197) loss_rec_sfr: 0.2608 (0.2853) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [16:35:59.541420] Epoch: [238] [1940/2904] eta: 0:12:07 lr: 0.002018 loss: 0.1830 (0.1938) loss_rec_all: 0.2091 (0.2196) loss_rec_sfr: 0.2677 (0.2852) loss_cl: -0.2784 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [16:36:14.449646] Epoch: [238] [1960/2904] eta: 0:11:52 lr: 0.002018 loss: 0.1866 (0.1937) loss_rec_all: 0.2125 (0.2196) loss_rec_sfr: 0.2662 (0.2851) loss_cl: -0.2788 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [16:36:29.356467] Epoch: [238] [1980/2904] eta: 0:11:37 lr: 0.002018 loss: 0.1862 (0.1938) loss_rec_all: 0.2122 (0.2196) loss_rec_sfr: 0.2615 (0.2852) loss_cl: -0.2791 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [16:36:44.267606] Epoch: [238] [2000/2904] eta: 0:11:22 lr: 0.002018 loss: 0.1836 (0.1937) loss_rec_all: 0.2096 (0.2196) loss_rec_sfr: 0.2541 (0.2849) loss_cl: -0.2798 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [16:36:59.175242] Epoch: [238] [2020/2904] eta: 0:11:07 lr: 0.002017 loss: 0.1828 (0.1936) loss_rec_all: 0.2092 (0.2195) loss_rec_sfr: 0.2689 (0.2846) loss_cl: -0.2794 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [16:37:14.084166] Epoch: [238] [2040/2904] eta: 0:10:52 lr: 0.002017 loss: 0.1886 (0.1937) loss_rec_all: 0.2148 (0.2196) loss_rec_sfr: 0.2758 (0.2849) loss_cl: -0.2788 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [16:37:29.000143] Epoch: [238] [2060/2904] eta: 0:10:36 lr: 0.002017 loss: 0.1837 (0.1937) loss_rec_all: 0.2099 (0.2196) loss_rec_sfr: 0.2361 (0.2849) loss_cl: -0.2793 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [16:37:43.910104] Epoch: [238] [2080/2904] eta: 0:10:21 lr: 0.002017 loss: 0.1838 (0.1937) loss_rec_all: 0.2099 (0.2196) loss_rec_sfr: 0.2721 (0.2849) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [16:37:58.821169] Epoch: [238] [2100/2904] eta: 0:10:06 lr: 0.002017 loss: 0.1844 (0.1936) loss_rec_all: 0.2103 (0.2195) loss_rec_sfr: 0.2676 (0.2847) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [16:38:13.733000] Epoch: [238] [2120/2904] eta: 0:09:51 lr: 0.002017 loss: 0.1801 (0.1936) loss_rec_all: 0.2064 (0.2195) loss_rec_sfr: 0.2602 (0.2845) loss_cl: -0.2794 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [16:38:28.639747] Epoch: [238] [2140/2904] eta: 0:09:36 lr: 0.002017 loss: 0.1878 (0.1935) loss_rec_all: 0.2139 (0.2194) loss_rec_sfr: 0.2655 (0.2844) loss_cl: -0.2793 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [16:38:43.549182] Epoch: [238] [2160/2904] eta: 0:09:21 lr: 0.002017 loss: 0.1908 (0.1936) loss_rec_all: 0.2167 (0.2195) loss_rec_sfr: 0.2685 (0.2845) loss_cl: -0.2777 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [16:38:58.460516] Epoch: [238] [2180/2904] eta: 0:09:05 lr: 0.002017 loss: 0.1825 (0.1936) loss_rec_all: 0.2083 (0.2195) loss_rec_sfr: 0.2638 (0.2844) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [16:39:13.373266] Epoch: [238] [2200/2904] eta: 0:08:50 lr: 0.002017 loss: 0.1848 (0.1936) loss_rec_all: 0.2110 (0.2195) loss_rec_sfr: 0.2716 (0.2844) loss_cl: -0.2794 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [16:39:28.286421] Epoch: [238] [2220/2904] eta: 0:08:35 lr: 0.002017 loss: 0.1810 (0.1936) loss_rec_all: 0.2076 (0.2195) loss_rec_sfr: 0.2346 (0.2842) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [16:39:43.198066] Epoch: [238] [2240/2904] eta: 0:08:20 lr: 0.002017 loss: 0.1831 (0.1936) loss_rec_all: 0.2096 (0.2194) loss_rec_sfr: 0.2647 (0.2842) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [16:39:58.108516] Epoch: [238] [2260/2904] eta: 0:08:05 lr: 0.002017 loss: 0.1896 (0.1936) loss_rec_all: 0.2157 (0.2195) loss_rec_sfr: 0.2743 (0.2844) loss_cl: -0.2783 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [16:40:13.020878] Epoch: [238] [2280/2904] eta: 0:07:50 lr: 0.002017 loss: 0.1836 (0.1936) loss_rec_all: 0.2094 (0.2195) loss_rec_sfr: 0.2676 (0.2844) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [16:40:27.929421] Epoch: [238] [2300/2904] eta: 0:07:35 lr: 0.002017 loss: 0.1814 (0.1936) loss_rec_all: 0.2080 (0.2195) loss_rec_sfr: 0.2699 (0.2845) loss_cl: -0.2788 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [16:40:42.835339] Epoch: [238] [2320/2904] eta: 0:07:20 lr: 0.002017 loss: 0.1875 (0.1936) loss_rec_all: 0.2136 (0.2195) loss_rec_sfr: 0.2668 (0.2845) loss_cl: -0.2791 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [16:40:57.744207] Epoch: [238] [2340/2904] eta: 0:07:04 lr: 0.002017 loss: 0.1848 (0.1937) loss_rec_all: 0.2113 (0.2196) loss_rec_sfr: 0.2603 (0.2846) loss_cl: -0.2794 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [16:41:12.655891] Epoch: [238] [2360/2904] eta: 0:06:49 lr: 0.002017 loss: 0.1850 (0.1937) loss_rec_all: 0.2111 (0.2196) loss_rec_sfr: 0.2716 (0.2847) loss_cl: -0.2793 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [16:41:27.570452] Epoch: [238] [2380/2904] eta: 0:06:34 lr: 0.002017 loss: 0.1818 (0.1937) loss_rec_all: 0.2078 (0.2196) loss_rec_sfr: 0.2575 (0.2847) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [16:41:42.481997] Epoch: [238] [2400/2904] eta: 0:06:19 lr: 0.002017 loss: 0.1811 (0.1936) loss_rec_all: 0.2075 (0.2195) loss_rec_sfr: 0.2412 (0.2843) loss_cl: -0.2782 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [16:41:57.393807] Epoch: [238] [2420/2904] eta: 0:06:04 lr: 0.002017 loss: 0.1813 (0.1936) loss_rec_all: 0.2072 (0.2195) loss_rec_sfr: 0.2590 (0.2841) loss_cl: -0.2783 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [16:42:12.302667] Epoch: [238] [2440/2904] eta: 0:05:49 lr: 0.002017 loss: 0.1910 (0.1937) loss_rec_all: 0.2171 (0.2196) loss_rec_sfr: 0.2830 (0.2846) loss_cl: -0.2792 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [16:42:27.208213] Epoch: [238] [2460/2904] eta: 0:05:34 lr: 0.002017 loss: 0.1877 (0.1938) loss_rec_all: 0.2138 (0.2197) loss_rec_sfr: 0.2694 (0.2849) loss_cl: -0.2795 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [16:42:42.122937] Epoch: [238] [2480/2904] eta: 0:05:19 lr: 0.002017 loss: 0.1825 (0.1938) loss_rec_all: 0.2086 (0.2197) loss_rec_sfr: 0.2727 (0.2850) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [16:42:57.029127] Epoch: [238] [2500/2904] eta: 0:05:04 lr: 0.002017 loss: 0.1866 (0.1939) loss_rec_all: 0.2126 (0.2198) loss_rec_sfr: 0.2732 (0.2852) loss_cl: -0.2787 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [16:43:11.941512] Epoch: [238] [2520/2904] eta: 0:04:49 lr: 0.002017 loss: 0.1854 (0.1939) loss_rec_all: 0.2116 (0.2198) loss_rec_sfr: 0.2612 (0.2852) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [16:43:26.854871] Epoch: [238] [2540/2904] eta: 0:04:34 lr: 0.002017 loss: 0.1825 (0.1938) loss_rec_all: 0.2085 (0.2197) loss_rec_sfr: 0.2568 (0.2850) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [16:43:41.770595] Epoch: [238] [2560/2904] eta: 0:04:18 lr: 0.002017 loss: 0.1881 (0.1939) loss_rec_all: 0.2138 (0.2198) loss_rec_sfr: 0.2772 (0.2853) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [16:43:56.686809] Epoch: [238] [2580/2904] eta: 0:04:03 lr: 0.002017 loss: 0.1813 (0.1939) loss_rec_all: 0.2072 (0.2197) loss_rec_sfr: 0.2765 (0.2853) loss_cl: -0.2795 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [16:44:11.599553] Epoch: [238] [2600/2904] eta: 0:03:48 lr: 0.002017 loss: 0.1811 (0.1938) loss_rec_all: 0.2070 (0.2197) loss_rec_sfr: 0.2738 (0.2851) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [16:44:26.513842] Epoch: [238] [2620/2904] eta: 0:03:33 lr: 0.002017 loss: 0.1874 (0.1938) loss_rec_all: 0.2137 (0.2197) loss_rec_sfr: 0.2628 (0.2853) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [16:44:41.423822] Epoch: [238] [2640/2904] eta: 0:03:18 lr: 0.002017 loss: 0.1833 (0.1938) loss_rec_all: 0.2095 (0.2197) loss_rec_sfr: 0.2661 (0.2852) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [16:44:56.339708] Epoch: [238] [2660/2904] eta: 0:03:03 lr: 0.002017 loss: 0.1841 (0.1939) loss_rec_all: 0.2101 (0.2197) loss_rec_sfr: 0.2657 (0.2854) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [16:45:11.251895] Epoch: [238] [2680/2904] eta: 0:02:48 lr: 0.002017 loss: 0.1865 (0.1939) loss_rec_all: 0.2128 (0.2198) loss_rec_sfr: 0.2676 (0.2855) loss_cl: -0.2783 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [16:45:26.161144] Epoch: [238] [2700/2904] eta: 0:02:33 lr: 0.002017 loss: 0.1856 (0.1938) loss_rec_all: 0.2113 (0.2197) loss_rec_sfr: 0.2632 (0.2853) loss_cl: -0.2783 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [16:45:41.070857] Epoch: [238] [2720/2904] eta: 0:02:18 lr: 0.002017 loss: 0.1948 (0.1940) loss_rec_all: 0.2209 (0.2198) loss_rec_sfr: 0.2815 (0.2856) loss_cl: -0.2785 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [16:45:55.974776] Epoch: [238] [2740/2904] eta: 0:02:03 lr: 0.002017 loss: 0.1805 (0.1939) loss_rec_all: 0.2070 (0.2198) loss_rec_sfr: 0.2759 (0.2856) loss_cl: -0.2791 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [16:46:10.880688] Epoch: [238] [2760/2904] eta: 0:01:48 lr: 0.002017 loss: 0.1838 (0.1939) loss_rec_all: 0.2102 (0.2198) loss_rec_sfr: 0.2669 (0.2857) loss_cl: -0.2792 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [16:46:25.788159] Epoch: [238] [2780/2904] eta: 0:01:33 lr: 0.002017 loss: 0.1838 (0.1940) loss_rec_all: 0.2096 (0.2199) loss_rec_sfr: 0.2787 (0.2858) loss_cl: -0.2782 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [16:46:40.698120] Epoch: [238] [2800/2904] eta: 0:01:18 lr: 0.002017 loss: 0.1843 (0.1940) loss_rec_all: 0.2106 (0.2199) loss_rec_sfr: 0.2650 (0.2859) loss_cl: -0.2780 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [16:46:55.614362] Epoch: [238] [2820/2904] eta: 0:01:03 lr: 0.002016 loss: 0.1833 (0.1940) loss_rec_all: 0.2091 (0.2199) loss_rec_sfr: 0.2606 (0.2858) loss_cl: -0.2795 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [16:47:10.556003] Epoch: [238] [2840/2904] eta: 0:00:48 lr: 0.002016 loss: 0.1910 (0.1940) loss_rec_all: 0.2171 (0.2199) loss_rec_sfr: 0.2672 (0.2859) loss_cl: -0.2797 (-0.2788) time: 0.7470 data: 0.0023 max mem: 29860 [16:47:25.450376] Epoch: [238] [2860/2904] eta: 0:00:33 lr: 0.002016 loss: 0.1823 (0.1940) loss_rec_all: 0.2088 (0.2198) loss_rec_sfr: 0.2576 (0.2856) loss_cl: -0.2794 (-0.2788) time: 0.7447 data: 0.0001 max mem: 29860 [16:47:40.340208] Epoch: [238] [2880/2904] eta: 0:00:18 lr: 0.002016 loss: 0.1882 (0.1940) loss_rec_all: 0.2140 (0.2199) loss_rec_sfr: 0.2629 (0.2856) loss_cl: -0.2787 (-0.2788) time: 0.7445 data: 0.0001 max mem: 29860 [16:47:55.238057] Epoch: [238] [2900/2904] eta: 0:00:03 lr: 0.002016 loss: 0.1812 (0.1940) loss_rec_all: 0.2071 (0.2199) loss_rec_sfr: 0.2641 (0.2856) loss_cl: -0.2777 (-0.2788) time: 0.7449 data: 0.0001 max mem: 29860 [16:47:57.479957] Epoch: [238] [2903/2904] eta: 0:00:00 lr: 0.002016 loss: 0.1846 (0.1940) loss_rec_all: 0.2104 (0.2199) loss_rec_sfr: 0.2665 (0.2857) loss_cl: -0.2780 (-0.2788) time: 0.7449 data: 0.0001 max mem: 29860 [16:47:59.543034] Epoch: [238] Total time: 0:36:25 (0.7527 s / it) [16:47:59.543946] Averaged stats: lr: 0.002016 loss: 0.1846 (0.1964) loss_rec_all: 0.2104 (0.2200) loss_rec_sfr: 0.2665 (0.2853) loss_cl: -0.2780 (-0.2556) [16:47:59.548684] log_dir: ./checkpoint/VF2_ViT-B [16:48:18.250176] Epoch: [239] [ 0/2904] eta: 15:05:05 lr: 0.002016 loss: 0.1781 (0.1781) loss_rec_all: 0.2047 (0.2047) loss_rec_sfr: 0.1897 (0.1897) loss_cl: -0.2798 (-0.2798) time: 18.7002 data: 16.6557 max mem: 29860 [16:48:33.129882] Epoch: [239] [ 20/2904] eta: 1:16:51 lr: 0.002016 loss: 0.1878 (0.1944) loss_rec_all: 0.2135 (0.2203) loss_rec_sfr: 0.2706 (0.2845) loss_cl: -0.2789 (-0.2789) time: 0.7439 data: 0.0002 max mem: 29860 [16:48:48.002023] Epoch: [239] [ 40/2904] eta: 0:56:24 lr: 0.002016 loss: 0.1827 (0.1898) loss_rec_all: 0.2093 (0.2158) loss_rec_sfr: 0.2602 (0.2662) loss_cl: -0.2795 (-0.2793) time: 0.7436 data: 0.0002 max mem: 29860 [16:49:02.884275] Epoch: [239] [ 60/2904] eta: 0:49:12 lr: 0.002016 loss: 0.1779 (0.1869) loss_rec_all: 0.2045 (0.2130) loss_rec_sfr: 0.2579 (0.2601) loss_cl: -0.2789 (-0.2792) time: 0.7441 data: 0.0003 max mem: 29860 [16:49:17.761996] Epoch: [239] [ 80/2904] eta: 0:45:26 lr: 0.002016 loss: 0.1820 (0.1893) loss_rec_all: 0.2080 (0.2154) loss_rec_sfr: 0.2602 (0.2667) loss_cl: -0.2779 (-0.2788) time: 0.7438 data: 0.0002 max mem: 29860 [16:49:32.655918] Epoch: [239] [ 100/2904] eta: 0:43:04 lr: 0.002016 loss: 0.1787 (0.1895) loss_rec_all: 0.2050 (0.2155) loss_rec_sfr: 0.2570 (0.2681) loss_cl: -0.2789 (-0.2788) time: 0.7447 data: 0.0002 max mem: 29860 [16:49:47.563849] Epoch: [239] [ 120/2904] eta: 0:41:25 lr: 0.002016 loss: 0.1829 (0.1894) loss_rec_all: 0.2091 (0.2154) loss_rec_sfr: 0.2688 (0.2682) loss_cl: -0.2798 (-0.2790) time: 0.7454 data: 0.0002 max mem: 29860 [16:50:02.484224] Epoch: [239] [ 140/2904] eta: 0:40:09 lr: 0.002016 loss: 0.1821 (0.1894) loss_rec_all: 0.2083 (0.2154) loss_rec_sfr: 0.2552 (0.2677) loss_cl: -0.2786 (-0.2790) time: 0.7460 data: 0.0002 max mem: 29860 [16:50:17.393438] Epoch: [239] [ 160/2904] eta: 0:39:09 lr: 0.002016 loss: 0.1826 (0.1902) loss_rec_all: 0.2090 (0.2162) loss_rec_sfr: 0.2523 (0.2698) loss_cl: -0.2786 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [16:50:32.337214] Epoch: [239] [ 180/2904] eta: 0:38:19 lr: 0.002016 loss: 0.1829 (0.1901) loss_rec_all: 0.2090 (0.2161) loss_rec_sfr: 0.2613 (0.2693) loss_cl: -0.2788 (-0.2789) time: 0.7471 data: 0.0002 max mem: 29860 [16:50:47.250816] Epoch: [239] [ 200/2904] eta: 0:37:35 lr: 0.002016 loss: 0.1832 (0.1905) loss_rec_all: 0.2094 (0.2165) loss_rec_sfr: 0.2629 (0.2711) loss_cl: -0.2789 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [16:51:02.321006] Epoch: [239] [ 220/2904] eta: 0:36:59 lr: 0.002016 loss: 0.1805 (0.1900) loss_rec_all: 0.2070 (0.2160) loss_rec_sfr: 0.2298 (0.2689) loss_cl: -0.2792 (-0.2789) time: 0.7535 data: 0.0002 max mem: 29860 [16:51:17.228637] Epoch: [239] [ 240/2904] eta: 0:36:25 lr: 0.002016 loss: 0.1844 (0.1905) loss_rec_all: 0.2103 (0.2165) loss_rec_sfr: 0.2361 (0.2697) loss_cl: -0.2794 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [16:51:32.146994] Epoch: [239] [ 260/2904] eta: 0:35:53 lr: 0.002016 loss: 0.1838 (0.1901) loss_rec_all: 0.2100 (0.2161) loss_rec_sfr: 0.2371 (0.2675) loss_cl: -0.2793 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [16:51:47.061638] Epoch: [239] [ 280/2904] eta: 0:35:24 lr: 0.002016 loss: 0.1807 (0.1906) loss_rec_all: 0.2071 (0.2166) loss_rec_sfr: 0.2566 (0.2688) loss_cl: -0.2797 (-0.2790) time: 0.7457 data: 0.0002 max mem: 29860 [16:52:01.982582] Epoch: [239] [ 300/2904] eta: 0:34:57 lr: 0.002016 loss: 0.1819 (0.1904) loss_rec_all: 0.2082 (0.2164) loss_rec_sfr: 0.2339 (0.2676) loss_cl: -0.2791 (-0.2790) time: 0.7460 data: 0.0002 max mem: 29860 [16:52:16.896047] Epoch: [239] [ 320/2904] eta: 0:34:31 lr: 0.002016 loss: 0.1857 (0.1905) loss_rec_all: 0.2116 (0.2165) loss_rec_sfr: 0.2737 (0.2681) loss_cl: -0.2787 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [16:52:31.842429] Epoch: [239] [ 340/2904] eta: 0:34:07 lr: 0.002016 loss: 0.1856 (0.1906) loss_rec_all: 0.2122 (0.2166) loss_rec_sfr: 0.2610 (0.2682) loss_cl: -0.2800 (-0.2790) time: 0.7473 data: 0.0002 max mem: 29860 [16:52:46.751008] Epoch: [239] [ 360/2904] eta: 0:33:43 lr: 0.002016 loss: 0.1816 (0.1905) loss_rec_all: 0.2080 (0.2166) loss_rec_sfr: 0.2706 (0.2683) loss_cl: -0.2799 (-0.2790) time: 0.7454 data: 0.0002 max mem: 29860 [16:53:01.661709] Epoch: [239] [ 380/2904] eta: 0:33:21 lr: 0.002016 loss: 0.1814 (0.1904) loss_rec_all: 0.2074 (0.2164) loss_rec_sfr: 0.2745 (0.2688) loss_cl: -0.2786 (-0.2790) time: 0.7455 data: 0.0002 max mem: 29860 [16:53:16.568837] Epoch: [239] [ 400/2904] eta: 0:32:59 lr: 0.002016 loss: 0.1787 (0.1903) loss_rec_all: 0.2049 (0.2163) loss_rec_sfr: 0.2536 (0.2684) loss_cl: -0.2793 (-0.2790) time: 0.7453 data: 0.0002 max mem: 29860 [16:53:31.478827] Epoch: [239] [ 420/2904] eta: 0:32:38 lr: 0.002016 loss: 0.1820 (0.1904) loss_rec_all: 0.2082 (0.2164) loss_rec_sfr: 0.2664 (0.2691) loss_cl: -0.2801 (-0.2790) time: 0.7455 data: 0.0002 max mem: 29860 [16:53:46.390325] Epoch: [239] [ 440/2904] eta: 0:32:17 lr: 0.002016 loss: 0.1827 (0.1906) loss_rec_all: 0.2086 (0.2166) loss_rec_sfr: 0.2661 (0.2701) loss_cl: -0.2799 (-0.2790) time: 0.7455 data: 0.0002 max mem: 29860 [16:54:01.294191] Epoch: [239] [ 460/2904] eta: 0:31:57 lr: 0.002016 loss: 0.1924 (0.1912) loss_rec_all: 0.2186 (0.2172) loss_rec_sfr: 0.2709 (0.2722) loss_cl: -0.2791 (-0.2790) time: 0.7452 data: 0.0002 max mem: 29860 [16:54:16.198367] Epoch: [239] [ 480/2904] eta: 0:31:38 lr: 0.002016 loss: 0.1873 (0.1917) loss_rec_all: 0.2134 (0.2177) loss_rec_sfr: 0.2615 (0.2736) loss_cl: -0.2785 (-0.2790) time: 0.7452 data: 0.0002 max mem: 29860 [16:54:31.103692] Epoch: [239] [ 500/2904] eta: 0:31:18 lr: 0.002016 loss: 0.1809 (0.1915) loss_rec_all: 0.2068 (0.2175) loss_rec_sfr: 0.2702 (0.2733) loss_cl: -0.2786 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [16:54:46.007336] Epoch: [239] [ 520/2904] eta: 0:30:59 lr: 0.002016 loss: 0.1871 (0.1918) loss_rec_all: 0.2133 (0.2178) loss_rec_sfr: 0.2772 (0.2745) loss_cl: -0.2791 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [16:55:00.913614] Epoch: [239] [ 540/2904] eta: 0:30:41 lr: 0.002016 loss: 0.1824 (0.1915) loss_rec_all: 0.2081 (0.2175) loss_rec_sfr: 0.2672 (0.2740) loss_cl: -0.2790 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [16:55:15.818701] Epoch: [239] [ 560/2904] eta: 0:30:22 lr: 0.002016 loss: 0.1842 (0.1913) loss_rec_all: 0.2100 (0.2173) loss_rec_sfr: 0.2687 (0.2740) loss_cl: -0.2790 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [16:55:30.725264] Epoch: [239] [ 580/2904] eta: 0:30:04 lr: 0.002016 loss: 0.1807 (0.1911) loss_rec_all: 0.2067 (0.2170) loss_rec_sfr: 0.2324 (0.2734) loss_cl: -0.2789 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [16:55:45.632293] Epoch: [239] [ 600/2904] eta: 0:29:46 lr: 0.002016 loss: 0.1916 (0.1914) loss_rec_all: 0.2174 (0.2173) loss_rec_sfr: 0.2736 (0.2747) loss_cl: -0.2788 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [16:56:00.539482] Epoch: [239] [ 620/2904] eta: 0:29:28 lr: 0.002016 loss: 0.1809 (0.1912) loss_rec_all: 0.2071 (0.2172) loss_rec_sfr: 0.2574 (0.2739) loss_cl: -0.2788 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [16:56:15.446049] Epoch: [239] [ 640/2904] eta: 0:29:11 lr: 0.002016 loss: 0.1816 (0.1909) loss_rec_all: 0.2076 (0.2169) loss_rec_sfr: 0.2384 (0.2729) loss_cl: -0.2781 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [16:56:30.351856] Epoch: [239] [ 660/2904] eta: 0:28:54 lr: 0.002016 loss: 0.1813 (0.1909) loss_rec_all: 0.2077 (0.2168) loss_rec_sfr: 0.2280 (0.2726) loss_cl: -0.2796 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [16:56:45.253005] Epoch: [239] [ 680/2904] eta: 0:28:36 lr: 0.002016 loss: 0.1808 (0.1911) loss_rec_all: 0.2069 (0.2171) loss_rec_sfr: 0.2702 (0.2738) loss_cl: -0.2798 (-0.2789) time: 0.7450 data: 0.0002 max mem: 29860 [16:57:00.162742] Epoch: [239] [ 700/2904] eta: 0:28:19 lr: 0.002016 loss: 0.1886 (0.1912) loss_rec_all: 0.2144 (0.2172) loss_rec_sfr: 0.2675 (0.2744) loss_cl: -0.2786 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [16:57:15.069963] Epoch: [239] [ 720/2904] eta: 0:28:02 lr: 0.002015 loss: 0.1838 (0.1913) loss_rec_all: 0.2104 (0.2173) loss_rec_sfr: 0.2686 (0.2747) loss_cl: -0.2793 (-0.2789) time: 0.7453 data: 0.0004 max mem: 29860 [16:57:29.979035] Epoch: [239] [ 740/2904] eta: 0:27:45 lr: 0.002015 loss: 0.1816 (0.1914) loss_rec_all: 0.2080 (0.2173) loss_rec_sfr: 0.2637 (0.2751) loss_cl: -0.2795 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [16:57:44.883217] Epoch: [239] [ 760/2904] eta: 0:27:28 lr: 0.002015 loss: 0.1859 (0.1914) loss_rec_all: 0.2118 (0.2173) loss_rec_sfr: 0.2697 (0.2750) loss_cl: -0.2788 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [16:57:59.790357] Epoch: [239] [ 780/2904] eta: 0:27:12 lr: 0.002015 loss: 0.1863 (0.1916) loss_rec_all: 0.2123 (0.2176) loss_rec_sfr: 0.2641 (0.2757) loss_cl: -0.2781 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [16:58:14.698017] Epoch: [239] [ 800/2904] eta: 0:26:55 lr: 0.002015 loss: 0.1801 (0.1916) loss_rec_all: 0.2059 (0.2175) loss_rec_sfr: 0.2674 (0.2759) loss_cl: -0.2789 (-0.2789) time: 0.7453 data: 0.0003 max mem: 29860 [16:58:29.601624] Epoch: [239] [ 820/2904] eta: 0:26:39 lr: 0.002015 loss: 0.1834 (0.1917) loss_rec_all: 0.2098 (0.2177) loss_rec_sfr: 0.2838 (0.2768) loss_cl: -0.2794 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [16:58:44.503676] Epoch: [239] [ 840/2904] eta: 0:26:22 lr: 0.002015 loss: 0.1818 (0.1918) loss_rec_all: 0.2081 (0.2177) loss_rec_sfr: 0.2634 (0.2768) loss_cl: -0.2788 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [16:58:59.411047] Epoch: [239] [ 860/2904] eta: 0:26:06 lr: 0.002015 loss: 0.1813 (0.1920) loss_rec_all: 0.2072 (0.2179) loss_rec_sfr: 0.2697 (0.2775) loss_cl: -0.2787 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [16:59:14.310981] Epoch: [239] [ 880/2904] eta: 0:25:50 lr: 0.002015 loss: 0.1862 (0.1920) loss_rec_all: 0.2126 (0.2180) loss_rec_sfr: 0.2532 (0.2776) loss_cl: -0.2793 (-0.2789) time: 0.7450 data: 0.0002 max mem: 29860 [16:59:29.216191] Epoch: [239] [ 900/2904] eta: 0:25:33 lr: 0.002015 loss: 0.1890 (0.1922) loss_rec_all: 0.2150 (0.2181) loss_rec_sfr: 0.2723 (0.2780) loss_cl: -0.2788 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [16:59:44.121763] Epoch: [239] [ 920/2904] eta: 0:25:17 lr: 0.002015 loss: 0.1817 (0.1921) loss_rec_all: 0.2077 (0.2181) loss_rec_sfr: 0.2695 (0.2781) loss_cl: -0.2787 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [16:59:59.029176] Epoch: [239] [ 940/2904] eta: 0:25:01 lr: 0.002015 loss: 0.1849 (0.1922) loss_rec_all: 0.2106 (0.2181) loss_rec_sfr: 0.2738 (0.2783) loss_cl: -0.2787 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [17:00:13.934663] Epoch: [239] [ 960/2904] eta: 0:24:45 lr: 0.002015 loss: 0.1837 (0.1922) loss_rec_all: 0.2097 (0.2182) loss_rec_sfr: 0.2696 (0.2786) loss_cl: -0.2786 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [17:00:28.846298] Epoch: [239] [ 980/2904] eta: 0:24:29 lr: 0.002015 loss: 0.1791 (0.1921) loss_rec_all: 0.2049 (0.2181) loss_rec_sfr: 0.2624 (0.2785) loss_cl: -0.2793 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [17:00:43.752970] Epoch: [239] [1000/2904] eta: 0:24:13 lr: 0.002015 loss: 0.1835 (0.1922) loss_rec_all: 0.2098 (0.2182) loss_rec_sfr: 0.2774 (0.2790) loss_cl: -0.2787 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [17:00:58.662292] Epoch: [239] [1020/2904] eta: 0:23:57 lr: 0.002015 loss: 0.1813 (0.1922) loss_rec_all: 0.2078 (0.2181) loss_rec_sfr: 0.2377 (0.2789) loss_cl: -0.2784 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [17:01:13.572519] Epoch: [239] [1040/2904] eta: 0:23:41 lr: 0.002015 loss: 0.1860 (0.1923) loss_rec_all: 0.2123 (0.2182) loss_rec_sfr: 0.2686 (0.2791) loss_cl: -0.2784 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [17:01:28.479635] Epoch: [239] [1060/2904] eta: 0:23:25 lr: 0.002015 loss: 0.1820 (0.1924) loss_rec_all: 0.2085 (0.2183) loss_rec_sfr: 0.2746 (0.2795) loss_cl: -0.2793 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [17:01:43.383620] Epoch: [239] [1080/2904] eta: 0:23:09 lr: 0.002015 loss: 0.1817 (0.1923) loss_rec_all: 0.2077 (0.2183) loss_rec_sfr: 0.2306 (0.2792) loss_cl: -0.2781 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [17:01:58.288003] Epoch: [239] [1100/2904] eta: 0:22:54 lr: 0.002015 loss: 0.1783 (0.1924) loss_rec_all: 0.2042 (0.2184) loss_rec_sfr: 0.2666 (0.2796) loss_cl: -0.2791 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [17:02:13.196591] Epoch: [239] [1120/2904] eta: 0:22:38 lr: 0.002015 loss: 0.1820 (0.1923) loss_rec_all: 0.2081 (0.2182) loss_rec_sfr: 0.2664 (0.2793) loss_cl: -0.2783 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [17:02:28.097638] Epoch: [239] [1140/2904] eta: 0:22:22 lr: 0.002015 loss: 0.1911 (0.1925) loss_rec_all: 0.2172 (0.2184) loss_rec_sfr: 0.2685 (0.2798) loss_cl: -0.2787 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [17:02:42.998888] Epoch: [239] [1160/2904] eta: 0:22:07 lr: 0.002015 loss: 0.1845 (0.1926) loss_rec_all: 0.2110 (0.2186) loss_rec_sfr: 0.2720 (0.2804) loss_cl: -0.2788 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [17:02:57.911343] Epoch: [239] [1180/2904] eta: 0:21:51 lr: 0.002015 loss: 0.1859 (0.1927) loss_rec_all: 0.2120 (0.2187) loss_rec_sfr: 0.2786 (0.2808) loss_cl: -0.2782 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [17:03:12.810423] Epoch: [239] [1200/2904] eta: 0:21:35 lr: 0.002015 loss: 0.1831 (0.1927) loss_rec_all: 0.2092 (0.2186) loss_rec_sfr: 0.2606 (0.2806) loss_cl: -0.2777 (-0.2788) time: 0.7449 data: 0.0002 max mem: 29860 [17:03:27.717734] Epoch: [239] [1220/2904] eta: 0:21:20 lr: 0.002015 loss: 0.1915 (0.1928) loss_rec_all: 0.2179 (0.2187) loss_rec_sfr: 0.2703 (0.2810) loss_cl: -0.2781 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [17:03:42.620082] Epoch: [239] [1240/2904] eta: 0:21:04 lr: 0.002015 loss: 0.1799 (0.1928) loss_rec_all: 0.2063 (0.2187) loss_rec_sfr: 0.2548 (0.2807) loss_cl: -0.2790 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [17:03:57.528252] Epoch: [239] [1260/2904] eta: 0:20:48 lr: 0.002015 loss: 0.1838 (0.1928) loss_rec_all: 0.2099 (0.2187) loss_rec_sfr: 0.2676 (0.2809) loss_cl: -0.2796 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [17:04:12.436272] Epoch: [239] [1280/2904] eta: 0:20:33 lr: 0.002015 loss: 0.1822 (0.1928) loss_rec_all: 0.2084 (0.2187) loss_rec_sfr: 0.2787 (0.2811) loss_cl: -0.2799 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [17:04:27.342769] Epoch: [239] [1300/2904] eta: 0:20:17 lr: 0.002015 loss: 0.1829 (0.1929) loss_rec_all: 0.2089 (0.2188) loss_rec_sfr: 0.2671 (0.2812) loss_cl: -0.2797 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [17:04:42.248388] Epoch: [239] [1320/2904] eta: 0:20:02 lr: 0.002015 loss: 0.1809 (0.1929) loss_rec_all: 0.2069 (0.2188) loss_rec_sfr: 0.2708 (0.2815) loss_cl: -0.2785 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [17:04:57.153541] Epoch: [239] [1340/2904] eta: 0:19:46 lr: 0.002015 loss: 0.1841 (0.1929) loss_rec_all: 0.2105 (0.2189) loss_rec_sfr: 0.2687 (0.2817) loss_cl: -0.2786 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [17:05:12.056931] Epoch: [239] [1360/2904] eta: 0:19:31 lr: 0.002015 loss: 0.1818 (0.1929) loss_rec_all: 0.2083 (0.2188) loss_rec_sfr: 0.2712 (0.2818) loss_cl: -0.2791 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [17:05:26.959868] Epoch: [239] [1380/2904] eta: 0:19:15 lr: 0.002015 loss: 0.1840 (0.1930) loss_rec_all: 0.2098 (0.2189) loss_rec_sfr: 0.2681 (0.2819) loss_cl: -0.2789 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [17:05:41.866744] Epoch: [239] [1400/2904] eta: 0:19:00 lr: 0.002015 loss: 0.1789 (0.1929) loss_rec_all: 0.2049 (0.2188) loss_rec_sfr: 0.2654 (0.2819) loss_cl: -0.2787 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [17:05:56.776900] Epoch: [239] [1420/2904] eta: 0:18:44 lr: 0.002015 loss: 0.1907 (0.1931) loss_rec_all: 0.2164 (0.2190) loss_rec_sfr: 0.2757 (0.2826) loss_cl: -0.2779 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [17:06:11.686434] Epoch: [239] [1440/2904] eta: 0:18:29 lr: 0.002015 loss: 0.1867 (0.1932) loss_rec_all: 0.2128 (0.2192) loss_rec_sfr: 0.2636 (0.2829) loss_cl: -0.2785 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [17:06:26.593566] Epoch: [239] [1460/2904] eta: 0:18:14 lr: 0.002015 loss: 0.1836 (0.1934) loss_rec_all: 0.2099 (0.2193) loss_rec_sfr: 0.2764 (0.2835) loss_cl: -0.2796 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [17:06:41.494470] Epoch: [239] [1480/2904] eta: 0:17:58 lr: 0.002015 loss: 0.1879 (0.1936) loss_rec_all: 0.2143 (0.2195) loss_rec_sfr: 0.2730 (0.2842) loss_cl: -0.2797 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [17:06:56.395405] Epoch: [239] [1500/2904] eta: 0:17:43 lr: 0.002015 loss: 0.1826 (0.1935) loss_rec_all: 0.2086 (0.2194) loss_rec_sfr: 0.2644 (0.2839) loss_cl: -0.2786 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [17:07:11.304374] Epoch: [239] [1520/2904] eta: 0:17:27 lr: 0.002014 loss: 0.1825 (0.1935) loss_rec_all: 0.2084 (0.2194) loss_rec_sfr: 0.2722 (0.2840) loss_cl: -0.2778 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [17:07:26.216249] Epoch: [239] [1540/2904] eta: 0:17:12 lr: 0.002014 loss: 0.1835 (0.1935) loss_rec_all: 0.2093 (0.2194) loss_rec_sfr: 0.2695 (0.2840) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [17:07:41.124184] Epoch: [239] [1560/2904] eta: 0:16:57 lr: 0.002014 loss: 0.1821 (0.1936) loss_rec_all: 0.2083 (0.2195) loss_rec_sfr: 0.2708 (0.2843) loss_cl: -0.2793 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [17:07:56.026531] Epoch: [239] [1580/2904] eta: 0:16:41 lr: 0.002014 loss: 0.1888 (0.1936) loss_rec_all: 0.2153 (0.2195) loss_rec_sfr: 0.2706 (0.2843) loss_cl: -0.2789 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [17:08:10.931792] Epoch: [239] [1600/2904] eta: 0:16:26 lr: 0.002014 loss: 0.1814 (0.1935) loss_rec_all: 0.2077 (0.2194) loss_rec_sfr: 0.2295 (0.2840) loss_cl: -0.2785 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [17:08:25.828236] Epoch: [239] [1620/2904] eta: 0:16:11 lr: 0.002014 loss: 0.1856 (0.1935) loss_rec_all: 0.2115 (0.2194) loss_rec_sfr: 0.2618 (0.2838) loss_cl: -0.2789 (-0.2788) time: 0.7448 data: 0.0002 max mem: 29860 [17:08:40.729229] Epoch: [239] [1640/2904] eta: 0:15:55 lr: 0.002014 loss: 0.1863 (0.1936) loss_rec_all: 0.2130 (0.2195) loss_rec_sfr: 0.2683 (0.2843) loss_cl: -0.2795 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [17:08:55.636395] Epoch: [239] [1660/2904] eta: 0:15:40 lr: 0.002014 loss: 0.1823 (0.1936) loss_rec_all: 0.2091 (0.2194) loss_rec_sfr: 0.2593 (0.2840) loss_cl: -0.2793 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [17:09:10.537896] Epoch: [239] [1680/2904] eta: 0:15:25 lr: 0.002014 loss: 0.1833 (0.1936) loss_rec_all: 0.2096 (0.2195) loss_rec_sfr: 0.2717 (0.2841) loss_cl: -0.2779 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [17:09:25.444881] Epoch: [239] [1700/2904] eta: 0:15:10 lr: 0.002014 loss: 0.1873 (0.1936) loss_rec_all: 0.2131 (0.2195) loss_rec_sfr: 0.2625 (0.2841) loss_cl: -0.2779 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [17:09:40.349570] Epoch: [239] [1720/2904] eta: 0:14:54 lr: 0.002014 loss: 0.1857 (0.1936) loss_rec_all: 0.2120 (0.2195) loss_rec_sfr: 0.2669 (0.2841) loss_cl: -0.2788 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [17:09:55.250304] Epoch: [239] [1740/2904] eta: 0:14:39 lr: 0.002014 loss: 0.1875 (0.1937) loss_rec_all: 0.2134 (0.2196) loss_rec_sfr: 0.2725 (0.2845) loss_cl: -0.2788 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [17:10:10.147914] Epoch: [239] [1760/2904] eta: 0:14:24 lr: 0.002014 loss: 0.1830 (0.1937) loss_rec_all: 0.2089 (0.2196) loss_rec_sfr: 0.2680 (0.2846) loss_cl: -0.2795 (-0.2788) time: 0.7448 data: 0.0002 max mem: 29860 [17:10:25.052568] Epoch: [239] [1780/2904] eta: 0:14:09 lr: 0.002014 loss: 0.1866 (0.1937) loss_rec_all: 0.2128 (0.2196) loss_rec_sfr: 0.2614 (0.2845) loss_cl: -0.2792 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [17:10:39.958007] Epoch: [239] [1800/2904] eta: 0:13:53 lr: 0.002014 loss: 0.1858 (0.1937) loss_rec_all: 0.2117 (0.2196) loss_rec_sfr: 0.2644 (0.2845) loss_cl: -0.2785 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [17:10:54.864413] Epoch: [239] [1820/2904] eta: 0:13:38 lr: 0.002014 loss: 0.1809 (0.1936) loss_rec_all: 0.2070 (0.2195) loss_rec_sfr: 0.2672 (0.2843) loss_cl: -0.2782 (-0.2788) time: 0.7453 data: 0.0004 max mem: 29860 [17:11:09.770094] Epoch: [239] [1840/2904] eta: 0:13:23 lr: 0.002014 loss: 0.1864 (0.1937) loss_rec_all: 0.2127 (0.2196) loss_rec_sfr: 0.2608 (0.2844) loss_cl: -0.2789 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [17:11:24.674423] Epoch: [239] [1860/2904] eta: 0:13:08 lr: 0.002014 loss: 0.1845 (0.1937) loss_rec_all: 0.2105 (0.2196) loss_rec_sfr: 0.2667 (0.2843) loss_cl: -0.2790 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [17:11:39.580075] Epoch: [239] [1880/2904] eta: 0:12:53 lr: 0.002014 loss: 0.1852 (0.1937) loss_rec_all: 0.2111 (0.2196) loss_rec_sfr: 0.2583 (0.2844) loss_cl: -0.2792 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [17:11:54.482687] Epoch: [239] [1900/2904] eta: 0:12:37 lr: 0.002014 loss: 0.1857 (0.1938) loss_rec_all: 0.2116 (0.2197) loss_rec_sfr: 0.2681 (0.2844) loss_cl: -0.2790 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [17:12:09.386950] Epoch: [239] [1920/2904] eta: 0:12:22 lr: 0.002014 loss: 0.1844 (0.1938) loss_rec_all: 0.2103 (0.2197) loss_rec_sfr: 0.2630 (0.2844) loss_cl: -0.2779 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [17:12:24.294875] Epoch: [239] [1940/2904] eta: 0:12:07 lr: 0.002014 loss: 0.1874 (0.1938) loss_rec_all: 0.2134 (0.2197) loss_rec_sfr: 0.2607 (0.2843) loss_cl: -0.2785 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [17:12:39.200054] Epoch: [239] [1960/2904] eta: 0:11:52 lr: 0.002014 loss: 0.1833 (0.1937) loss_rec_all: 0.2093 (0.2196) loss_rec_sfr: 0.2410 (0.2842) loss_cl: -0.2786 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [17:12:54.105563] Epoch: [239] [1980/2904] eta: 0:11:37 lr: 0.002014 loss: 0.1846 (0.1938) loss_rec_all: 0.2106 (0.2197) loss_rec_sfr: 0.2664 (0.2843) loss_cl: -0.2787 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [17:13:09.016700] Epoch: [239] [2000/2904] eta: 0:11:21 lr: 0.002014 loss: 0.1817 (0.1938) loss_rec_all: 0.2079 (0.2197) loss_rec_sfr: 0.2613 (0.2842) loss_cl: -0.2791 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [17:13:23.921473] Epoch: [239] [2020/2904] eta: 0:11:06 lr: 0.002014 loss: 0.1877 (0.1938) loss_rec_all: 0.2136 (0.2197) loss_rec_sfr: 0.2658 (0.2841) loss_cl: -0.2791 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [17:13:38.826075] Epoch: [239] [2040/2904] eta: 0:10:51 lr: 0.002014 loss: 0.1796 (0.1936) loss_rec_all: 0.2061 (0.2195) loss_rec_sfr: 0.2564 (0.2837) loss_cl: -0.2793 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [17:13:53.729693] Epoch: [239] [2060/2904] eta: 0:10:36 lr: 0.002014 loss: 0.1809 (0.1936) loss_rec_all: 0.2070 (0.2195) loss_rec_sfr: 0.2639 (0.2837) loss_cl: -0.2790 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [17:14:08.637284] Epoch: [239] [2080/2904] eta: 0:10:21 lr: 0.002014 loss: 0.1840 (0.1937) loss_rec_all: 0.2105 (0.2196) loss_rec_sfr: 0.2615 (0.2839) loss_cl: -0.2794 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [17:14:23.540925] Epoch: [239] [2100/2904] eta: 0:10:06 lr: 0.002014 loss: 0.1847 (0.1937) loss_rec_all: 0.2108 (0.2196) loss_rec_sfr: 0.2751 (0.2841) loss_cl: -0.2787 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [17:14:38.447862] Epoch: [239] [2120/2904] eta: 0:09:50 lr: 0.002014 loss: 0.1849 (0.1937) loss_rec_all: 0.2114 (0.2196) loss_rec_sfr: 0.2614 (0.2841) loss_cl: -0.2786 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [17:14:53.354215] Epoch: [239] [2140/2904] eta: 0:09:35 lr: 0.002014 loss: 0.1857 (0.1937) loss_rec_all: 0.2118 (0.2196) loss_rec_sfr: 0.2674 (0.2841) loss_cl: -0.2792 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [17:15:08.256527] Epoch: [239] [2160/2904] eta: 0:09:20 lr: 0.002014 loss: 0.1871 (0.1937) loss_rec_all: 0.2131 (0.2196) loss_rec_sfr: 0.2643 (0.2841) loss_cl: -0.2791 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [17:15:23.165311] Epoch: [239] [2180/2904] eta: 0:09:05 lr: 0.002014 loss: 0.1887 (0.1937) loss_rec_all: 0.2144 (0.2196) loss_rec_sfr: 0.2662 (0.2841) loss_cl: -0.2785 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [17:15:38.073677] Epoch: [239] [2200/2904] eta: 0:08:50 lr: 0.002014 loss: 0.1814 (0.1937) loss_rec_all: 0.2075 (0.2196) loss_rec_sfr: 0.2699 (0.2841) loss_cl: -0.2780 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [17:15:52.990843] Epoch: [239] [2220/2904] eta: 0:08:35 lr: 0.002014 loss: 0.1825 (0.1936) loss_rec_all: 0.2086 (0.2195) loss_rec_sfr: 0.2696 (0.2838) loss_cl: -0.2793 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [17:16:07.905448] Epoch: [239] [2240/2904] eta: 0:08:20 lr: 0.002014 loss: 0.1839 (0.1937) loss_rec_all: 0.2099 (0.2196) loss_rec_sfr: 0.2697 (0.2840) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [17:16:22.823929] Epoch: [239] [2260/2904] eta: 0:08:05 lr: 0.002014 loss: 0.1821 (0.1936) loss_rec_all: 0.2082 (0.2195) loss_rec_sfr: 0.2379 (0.2837) loss_cl: -0.2799 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [17:16:37.736088] Epoch: [239] [2280/2904] eta: 0:07:50 lr: 0.002014 loss: 0.1841 (0.1936) loss_rec_all: 0.2104 (0.2195) loss_rec_sfr: 0.2706 (0.2838) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [17:16:52.647011] Epoch: [239] [2300/2904] eta: 0:07:34 lr: 0.002013 loss: 0.1854 (0.1937) loss_rec_all: 0.2114 (0.2196) loss_rec_sfr: 0.2772 (0.2841) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [17:17:07.556580] Epoch: [239] [2320/2904] eta: 0:07:19 lr: 0.002013 loss: 0.1819 (0.1936) loss_rec_all: 0.2082 (0.2195) loss_rec_sfr: 0.2475 (0.2839) loss_cl: -0.2787 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [17:17:22.464565] Epoch: [239] [2340/2904] eta: 0:07:04 lr: 0.002013 loss: 0.1857 (0.1937) loss_rec_all: 0.2121 (0.2196) loss_rec_sfr: 0.2693 (0.2841) loss_cl: -0.2794 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [17:17:37.372402] Epoch: [239] [2360/2904] eta: 0:06:49 lr: 0.002013 loss: 0.1836 (0.1937) loss_rec_all: 0.2095 (0.2196) loss_rec_sfr: 0.2629 (0.2842) loss_cl: -0.2796 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [17:17:52.281183] Epoch: [239] [2380/2904] eta: 0:06:34 lr: 0.002013 loss: 0.1816 (0.1937) loss_rec_all: 0.2077 (0.2196) loss_rec_sfr: 0.2694 (0.2842) loss_cl: -0.2783 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [17:18:07.190886] Epoch: [239] [2400/2904] eta: 0:06:19 lr: 0.002013 loss: 0.1842 (0.1937) loss_rec_all: 0.2100 (0.2196) loss_rec_sfr: 0.2688 (0.2841) loss_cl: -0.2789 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [17:18:22.104259] Epoch: [239] [2420/2904] eta: 0:06:04 lr: 0.002013 loss: 0.1850 (0.1937) loss_rec_all: 0.2110 (0.2196) loss_rec_sfr: 0.2641 (0.2841) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [17:18:37.014991] Epoch: [239] [2440/2904] eta: 0:05:49 lr: 0.002013 loss: 0.1821 (0.1937) loss_rec_all: 0.2082 (0.2196) loss_rec_sfr: 0.2687 (0.2842) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [17:18:51.921775] Epoch: [239] [2460/2904] eta: 0:05:34 lr: 0.002013 loss: 0.1855 (0.1937) loss_rec_all: 0.2114 (0.2196) loss_rec_sfr: 0.2769 (0.2842) loss_cl: -0.2787 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [17:19:06.833816] Epoch: [239] [2480/2904] eta: 0:05:19 lr: 0.002013 loss: 0.1844 (0.1937) loss_rec_all: 0.2105 (0.2196) loss_rec_sfr: 0.2658 (0.2840) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [17:19:21.744266] Epoch: [239] [2500/2904] eta: 0:05:04 lr: 0.002013 loss: 0.1810 (0.1936) loss_rec_all: 0.2073 (0.2195) loss_rec_sfr: 0.2683 (0.2840) loss_cl: -0.2791 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [17:19:36.650408] Epoch: [239] [2520/2904] eta: 0:04:48 lr: 0.002013 loss: 0.1850 (0.1937) loss_rec_all: 0.2116 (0.2196) loss_rec_sfr: 0.2528 (0.2840) loss_cl: -0.2784 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [17:19:51.556282] Epoch: [239] [2540/2904] eta: 0:04:33 lr: 0.002013 loss: 0.1831 (0.1937) loss_rec_all: 0.2091 (0.2196) loss_rec_sfr: 0.2683 (0.2840) loss_cl: -0.2793 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [17:20:06.466154] Epoch: [239] [2560/2904] eta: 0:04:18 lr: 0.002013 loss: 0.1844 (0.1937) loss_rec_all: 0.2105 (0.2196) loss_rec_sfr: 0.2682 (0.2840) loss_cl: -0.2796 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [17:20:21.377307] Epoch: [239] [2580/2904] eta: 0:04:03 lr: 0.002013 loss: 0.1817 (0.1937) loss_rec_all: 0.2079 (0.2196) loss_rec_sfr: 0.2609 (0.2841) loss_cl: -0.2802 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [17:20:36.284964] Epoch: [239] [2600/2904] eta: 0:03:48 lr: 0.002013 loss: 0.1837 (0.1937) loss_rec_all: 0.2097 (0.2196) loss_rec_sfr: 0.2668 (0.2840) loss_cl: -0.2795 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [17:20:51.190843] Epoch: [239] [2620/2904] eta: 0:03:33 lr: 0.002013 loss: 0.1839 (0.1937) loss_rec_all: 0.2098 (0.2196) loss_rec_sfr: 0.2260 (0.2839) loss_cl: -0.2792 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [17:21:06.099361] Epoch: [239] [2640/2904] eta: 0:03:18 lr: 0.002013 loss: 0.1796 (0.1937) loss_rec_all: 0.2057 (0.2196) loss_rec_sfr: 0.2418 (0.2838) loss_cl: -0.2788 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [17:21:21.007933] Epoch: [239] [2660/2904] eta: 0:03:03 lr: 0.002013 loss: 0.1836 (0.1937) loss_rec_all: 0.2098 (0.2196) loss_rec_sfr: 0.2777 (0.2839) loss_cl: -0.2790 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [17:21:35.913994] Epoch: [239] [2680/2904] eta: 0:02:48 lr: 0.002013 loss: 0.1888 (0.1937) loss_rec_all: 0.2152 (0.2196) loss_rec_sfr: 0.2682 (0.2840) loss_cl: -0.2789 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [17:21:50.824795] Epoch: [239] [2700/2904] eta: 0:02:33 lr: 0.002013 loss: 0.1816 (0.1937) loss_rec_all: 0.2078 (0.2196) loss_rec_sfr: 0.2340 (0.2840) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [17:22:05.736653] Epoch: [239] [2720/2904] eta: 0:02:18 lr: 0.002013 loss: 0.1798 (0.1937) loss_rec_all: 0.2059 (0.2196) loss_rec_sfr: 0.2760 (0.2841) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [17:22:20.803330] Epoch: [239] [2740/2904] eta: 0:02:03 lr: 0.002013 loss: 0.1808 (0.1937) loss_rec_all: 0.2068 (0.2196) loss_rec_sfr: 0.2335 (0.2838) loss_cl: -0.2784 (-0.2788) time: 0.7533 data: 0.0002 max mem: 29860 [17:22:35.716720] Epoch: [239] [2760/2904] eta: 0:01:48 lr: 0.002013 loss: 0.1831 (0.1936) loss_rec_all: 0.2089 (0.2195) loss_rec_sfr: 0.2756 (0.2839) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [17:22:50.625329] Epoch: [239] [2780/2904] eta: 0:01:33 lr: 0.002013 loss: 0.1844 (0.1937) loss_rec_all: 0.2104 (0.2195) loss_rec_sfr: 0.2790 (0.2840) loss_cl: -0.2794 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [17:23:05.532039] Epoch: [239] [2800/2904] eta: 0:01:18 lr: 0.002013 loss: 0.1869 (0.1937) loss_rec_all: 0.2128 (0.2196) loss_rec_sfr: 0.2621 (0.2841) loss_cl: -0.2788 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [17:23:20.445794] Epoch: [239] [2820/2904] eta: 0:01:03 lr: 0.002013 loss: 0.1802 (0.1936) loss_rec_all: 0.2060 (0.2195) loss_rec_sfr: 0.2680 (0.2839) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [17:23:35.391284] Epoch: [239] [2840/2904] eta: 0:00:48 lr: 0.002013 loss: 0.1808 (0.1936) loss_rec_all: 0.2076 (0.2195) loss_rec_sfr: 0.2581 (0.2838) loss_cl: -0.2788 (-0.2788) time: 0.7472 data: 0.0023 max mem: 29860 [17:23:50.285427] Epoch: [239] [2860/2904] eta: 0:00:33 lr: 0.002013 loss: 0.1886 (0.1936) loss_rec_all: 0.2146 (0.2195) loss_rec_sfr: 0.2606 (0.2837) loss_cl: -0.2789 (-0.2788) time: 0.7447 data: 0.0001 max mem: 29860 [17:24:05.177422] Epoch: [239] [2880/2904] eta: 0:00:18 lr: 0.002013 loss: 0.1815 (0.1935) loss_rec_all: 0.2078 (0.2194) loss_rec_sfr: 0.2307 (0.2835) loss_cl: -0.2797 (-0.2788) time: 0.7446 data: 0.0001 max mem: 29860 [17:24:20.073020] Epoch: [239] [2900/2904] eta: 0:00:03 lr: 0.002013 loss: 0.1879 (0.1935) loss_rec_all: 0.2136 (0.2194) loss_rec_sfr: 0.2775 (0.2835) loss_cl: -0.2789 (-0.2788) time: 0.7447 data: 0.0001 max mem: 29860 [17:24:22.313330] Epoch: [239] [2903/2904] eta: 0:00:00 lr: 0.002013 loss: 0.1879 (0.1935) loss_rec_all: 0.2136 (0.2194) loss_rec_sfr: 0.2781 (0.2836) loss_cl: -0.2790 (-0.2788) time: 0.7447 data: 0.0001 max mem: 29860 [17:24:24.473609] Epoch: [239] Total time: 0:36:24 (0.7524 s / it) [17:24:24.474416] Averaged stats: lr: 0.002013 loss: 0.1879 (0.1962) loss_rec_all: 0.2136 (0.2198) loss_rec_sfr: 0.2781 (0.2848) loss_cl: -0.2790 (-0.2556) [17:24:24.479326] log_dir: ./checkpoint/VF2_ViT-B [17:24:42.656677] Epoch: [240] [ 0/2904] eta: 14:39:45 lr: 0.002013 loss: 0.1785 (0.1785) loss_rec_all: 0.2050 (0.2050) loss_rec_sfr: 0.2241 (0.2241) loss_cl: -0.2802 (-0.2802) time: 18.1767 data: 16.6882 max mem: 29860 [17:24:57.534623] Epoch: [240] [ 20/2904] eta: 1:15:39 lr: 0.002013 loss: 0.1824 (0.1955) loss_rec_all: 0.2086 (0.2214) loss_rec_sfr: 0.2709 (0.2957) loss_cl: -0.2789 (-0.2790) time: 0.7439 data: 0.0002 max mem: 29860 [17:25:12.410759] Epoch: [240] [ 40/2904] eta: 0:55:48 lr: 0.002013 loss: 0.1855 (0.1957) loss_rec_all: 0.2115 (0.2215) loss_rec_sfr: 0.2652 (0.2930) loss_cl: -0.2785 (-0.2787) time: 0.7438 data: 0.0002 max mem: 29860 [17:25:27.292098] Epoch: [240] [ 60/2904] eta: 0:48:48 lr: 0.002013 loss: 0.1814 (0.1928) loss_rec_all: 0.2074 (0.2187) loss_rec_sfr: 0.2658 (0.2811) loss_cl: -0.2787 (-0.2786) time: 0.7440 data: 0.0002 max mem: 29860 [17:25:42.180182] Epoch: [240] [ 80/2904] eta: 0:45:08 lr: 0.002013 loss: 0.1851 (0.1933) loss_rec_all: 0.2114 (0.2192) loss_rec_sfr: 0.2616 (0.2820) loss_cl: -0.2792 (-0.2787) time: 0.7444 data: 0.0002 max mem: 29860 [17:25:57.072546] Epoch: [240] [ 100/2904] eta: 0:42:50 lr: 0.002013 loss: 0.1812 (0.1921) loss_rec_all: 0.2075 (0.2180) loss_rec_sfr: 0.2575 (0.2764) loss_cl: -0.2798 (-0.2789) time: 0.7446 data: 0.0002 max mem: 29860 [17:26:12.018640] Epoch: [240] [ 120/2904] eta: 0:41:14 lr: 0.002013 loss: 0.1841 (0.1931) loss_rec_all: 0.2103 (0.2191) loss_rec_sfr: 0.2668 (0.2798) loss_cl: -0.2788 (-0.2788) time: 0.7473 data: 0.0002 max mem: 29860 [17:26:26.941124] Epoch: [240] [ 140/2904] eta: 0:40:00 lr: 0.002013 loss: 0.1815 (0.1923) loss_rec_all: 0.2075 (0.2182) loss_rec_sfr: 0.2716 (0.2788) loss_cl: -0.2796 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [17:26:41.878728] Epoch: [240] [ 160/2904] eta: 0:39:01 lr: 0.002013 loss: 0.1824 (0.1916) loss_rec_all: 0.2084 (0.2176) loss_rec_sfr: 0.2649 (0.2766) loss_cl: -0.2789 (-0.2789) time: 0.7468 data: 0.0002 max mem: 29860 [17:26:56.788617] Epoch: [240] [ 180/2904] eta: 0:38:12 lr: 0.002013 loss: 0.1842 (0.1918) loss_rec_all: 0.2103 (0.2177) loss_rec_sfr: 0.2810 (0.2789) loss_cl: -0.2796 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [17:27:11.698088] Epoch: [240] [ 200/2904] eta: 0:37:29 lr: 0.002012 loss: 0.1814 (0.1915) loss_rec_all: 0.2074 (0.2175) loss_rec_sfr: 0.2630 (0.2779) loss_cl: -0.2794 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [17:27:26.608420] Epoch: [240] [ 220/2904] eta: 0:36:51 lr: 0.002012 loss: 0.1865 (0.1915) loss_rec_all: 0.2125 (0.2175) loss_rec_sfr: 0.2613 (0.2767) loss_cl: -0.2794 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [17:27:41.515906] Epoch: [240] [ 240/2904] eta: 0:36:17 lr: 0.002012 loss: 0.1876 (0.1919) loss_rec_all: 0.2134 (0.2179) loss_rec_sfr: 0.2627 (0.2772) loss_cl: -0.2783 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [17:27:56.428846] Epoch: [240] [ 260/2904] eta: 0:35:46 lr: 0.002012 loss: 0.1842 (0.1919) loss_rec_all: 0.2102 (0.2179) loss_rec_sfr: 0.2599 (0.2771) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [17:28:11.336225] Epoch: [240] [ 280/2904] eta: 0:35:18 lr: 0.002012 loss: 0.1878 (0.1921) loss_rec_all: 0.2137 (0.2180) loss_rec_sfr: 0.2680 (0.2778) loss_cl: -0.2793 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [17:28:26.244340] Epoch: [240] [ 300/2904] eta: 0:34:51 lr: 0.002012 loss: 0.1843 (0.1920) loss_rec_all: 0.2110 (0.2179) loss_rec_sfr: 0.2729 (0.2782) loss_cl: -0.2798 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [17:28:41.158544] Epoch: [240] [ 320/2904] eta: 0:34:26 lr: 0.002012 loss: 0.1882 (0.1918) loss_rec_all: 0.2143 (0.2177) loss_rec_sfr: 0.2712 (0.2775) loss_cl: -0.2791 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [17:28:56.093932] Epoch: [240] [ 340/2904] eta: 0:34:02 lr: 0.002012 loss: 0.1804 (0.1915) loss_rec_all: 0.2065 (0.2174) loss_rec_sfr: 0.2685 (0.2769) loss_cl: -0.2785 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [17:29:11.002015] Epoch: [240] [ 360/2904] eta: 0:33:39 lr: 0.002012 loss: 0.1856 (0.1917) loss_rec_all: 0.2115 (0.2176) loss_rec_sfr: 0.2722 (0.2775) loss_cl: -0.2793 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [17:29:25.915989] Epoch: [240] [ 380/2904] eta: 0:33:16 lr: 0.002012 loss: 0.1876 (0.1919) loss_rec_all: 0.2139 (0.2178) loss_rec_sfr: 0.2617 (0.2779) loss_cl: -0.2808 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [17:29:40.828036] Epoch: [240] [ 400/2904] eta: 0:32:55 lr: 0.002012 loss: 0.1818 (0.1920) loss_rec_all: 0.2080 (0.2179) loss_rec_sfr: 0.2673 (0.2785) loss_cl: -0.2794 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [17:29:55.736699] Epoch: [240] [ 420/2904] eta: 0:32:34 lr: 0.002012 loss: 0.1816 (0.1919) loss_rec_all: 0.2076 (0.2179) loss_rec_sfr: 0.2633 (0.2784) loss_cl: -0.2788 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [17:30:10.640158] Epoch: [240] [ 440/2904] eta: 0:32:14 lr: 0.002012 loss: 0.1864 (0.1923) loss_rec_all: 0.2126 (0.2182) loss_rec_sfr: 0.2679 (0.2796) loss_cl: -0.2794 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [17:30:25.546652] Epoch: [240] [ 460/2904] eta: 0:31:54 lr: 0.002012 loss: 0.1801 (0.1919) loss_rec_all: 0.2061 (0.2179) loss_rec_sfr: 0.2572 (0.2789) loss_cl: -0.2792 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [17:30:40.453787] Epoch: [240] [ 480/2904] eta: 0:31:34 lr: 0.002012 loss: 0.1864 (0.1920) loss_rec_all: 0.2125 (0.2179) loss_rec_sfr: 0.2577 (0.2786) loss_cl: -0.2791 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [17:30:55.357204] Epoch: [240] [ 500/2904] eta: 0:31:15 lr: 0.002012 loss: 0.1855 (0.1925) loss_rec_all: 0.2118 (0.2184) loss_rec_sfr: 0.2746 (0.2806) loss_cl: -0.2797 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [17:31:10.275014] Epoch: [240] [ 520/2904] eta: 0:30:56 lr: 0.002012 loss: 0.1868 (0.1927) loss_rec_all: 0.2129 (0.2186) loss_rec_sfr: 0.2777 (0.2811) loss_cl: -0.2794 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [17:31:25.183003] Epoch: [240] [ 540/2904] eta: 0:30:38 lr: 0.002012 loss: 0.1839 (0.1925) loss_rec_all: 0.2103 (0.2185) loss_rec_sfr: 0.2618 (0.2808) loss_cl: -0.2793 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [17:31:40.098439] Epoch: [240] [ 560/2904] eta: 0:30:20 lr: 0.002012 loss: 0.1837 (0.1926) loss_rec_all: 0.2099 (0.2185) loss_rec_sfr: 0.2680 (0.2809) loss_cl: -0.2792 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [17:31:55.015197] Epoch: [240] [ 580/2904] eta: 0:30:02 lr: 0.002012 loss: 0.1835 (0.1927) loss_rec_all: 0.2096 (0.2187) loss_rec_sfr: 0.2716 (0.2816) loss_cl: -0.2790 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [17:32:09.933830] Epoch: [240] [ 600/2904] eta: 0:29:44 lr: 0.002012 loss: 0.1842 (0.1927) loss_rec_all: 0.2101 (0.2187) loss_rec_sfr: 0.2603 (0.2817) loss_cl: -0.2780 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [17:32:24.843620] Epoch: [240] [ 620/2904] eta: 0:29:26 lr: 0.002012 loss: 0.1870 (0.1932) loss_rec_all: 0.2130 (0.2191) loss_rec_sfr: 0.2722 (0.2834) loss_cl: -0.2781 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [17:32:39.763060] Epoch: [240] [ 640/2904] eta: 0:29:09 lr: 0.002012 loss: 0.1875 (0.1933) loss_rec_all: 0.2138 (0.2192) loss_rec_sfr: 0.2682 (0.2839) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [17:32:54.678478] Epoch: [240] [ 660/2904] eta: 0:28:51 lr: 0.002012 loss: 0.1834 (0.1933) loss_rec_all: 0.2093 (0.2192) loss_rec_sfr: 0.2562 (0.2835) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [17:33:09.594018] Epoch: [240] [ 680/2904] eta: 0:28:34 lr: 0.002012 loss: 0.1796 (0.1929) loss_rec_all: 0.2059 (0.2188) loss_rec_sfr: 0.2273 (0.2820) loss_cl: -0.2793 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [17:33:24.506393] Epoch: [240] [ 700/2904] eta: 0:28:17 lr: 0.002012 loss: 0.1834 (0.1929) loss_rec_all: 0.2092 (0.2188) loss_rec_sfr: 0.2595 (0.2818) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [17:33:39.414872] Epoch: [240] [ 720/2904] eta: 0:28:00 lr: 0.002012 loss: 0.1850 (0.1928) loss_rec_all: 0.2115 (0.2187) loss_rec_sfr: 0.2689 (0.2817) loss_cl: -0.2789 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [17:33:54.329538] Epoch: [240] [ 740/2904] eta: 0:27:44 lr: 0.002012 loss: 0.1840 (0.1928) loss_rec_all: 0.2100 (0.2187) loss_rec_sfr: 0.2622 (0.2817) loss_cl: -0.2797 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [17:34:09.232915] Epoch: [240] [ 760/2904] eta: 0:27:27 lr: 0.002012 loss: 0.1843 (0.1929) loss_rec_all: 0.2106 (0.2189) loss_rec_sfr: 0.2615 (0.2820) loss_cl: -0.2802 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [17:34:24.145191] Epoch: [240] [ 780/2904] eta: 0:27:10 lr: 0.002012 loss: 0.1871 (0.1931) loss_rec_all: 0.2130 (0.2190) loss_rec_sfr: 0.2697 (0.2825) loss_cl: -0.2791 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [17:34:39.054786] Epoch: [240] [ 800/2904] eta: 0:26:54 lr: 0.002012 loss: 0.1866 (0.1933) loss_rec_all: 0.2125 (0.2192) loss_rec_sfr: 0.2759 (0.2834) loss_cl: -0.2783 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [17:34:53.963043] Epoch: [240] [ 820/2904] eta: 0:26:37 lr: 0.002012 loss: 0.1837 (0.1933) loss_rec_all: 0.2098 (0.2192) loss_rec_sfr: 0.2635 (0.2833) loss_cl: -0.2785 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [17:35:08.875260] Epoch: [240] [ 840/2904] eta: 0:26:21 lr: 0.002012 loss: 0.1824 (0.1933) loss_rec_all: 0.2085 (0.2192) loss_rec_sfr: 0.2516 (0.2834) loss_cl: -0.2789 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [17:35:23.786595] Epoch: [240] [ 860/2904] eta: 0:26:05 lr: 0.002012 loss: 0.1875 (0.1933) loss_rec_all: 0.2136 (0.2192) loss_rec_sfr: 0.2642 (0.2833) loss_cl: -0.2797 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [17:35:38.694444] Epoch: [240] [ 880/2904] eta: 0:25:48 lr: 0.002012 loss: 0.1850 (0.1933) loss_rec_all: 0.2110 (0.2192) loss_rec_sfr: 0.2544 (0.2830) loss_cl: -0.2787 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [17:35:53.593833] Epoch: [240] [ 900/2904] eta: 0:25:32 lr: 0.002012 loss: 0.1835 (0.1933) loss_rec_all: 0.2097 (0.2192) loss_rec_sfr: 0.2605 (0.2832) loss_cl: -0.2777 (-0.2788) time: 0.7449 data: 0.0002 max mem: 29860 [17:36:08.497449] Epoch: [240] [ 920/2904] eta: 0:25:16 lr: 0.002012 loss: 0.1886 (0.1935) loss_rec_all: 0.2145 (0.2194) loss_rec_sfr: 0.2612 (0.2836) loss_cl: -0.2789 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [17:36:23.404340] Epoch: [240] [ 940/2904] eta: 0:25:00 lr: 0.002012 loss: 0.1863 (0.1936) loss_rec_all: 0.2123 (0.2195) loss_rec_sfr: 0.2660 (0.2836) loss_cl: -0.2788 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [17:36:38.316581] Epoch: [240] [ 960/2904] eta: 0:24:44 lr: 0.002012 loss: 0.1816 (0.1936) loss_rec_all: 0.2073 (0.2195) loss_rec_sfr: 0.2765 (0.2837) loss_cl: -0.2793 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [17:36:53.217532] Epoch: [240] [ 980/2904] eta: 0:24:28 lr: 0.002012 loss: 0.1831 (0.1934) loss_rec_all: 0.2093 (0.2193) loss_rec_sfr: 0.2690 (0.2833) loss_cl: -0.2791 (-0.2789) time: 0.7450 data: 0.0002 max mem: 29860 [17:37:08.123281] Epoch: [240] [1000/2904] eta: 0:24:12 lr: 0.002011 loss: 0.1838 (0.1936) loss_rec_all: 0.2099 (0.2195) loss_rec_sfr: 0.2613 (0.2835) loss_cl: -0.2785 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [17:37:23.031328] Epoch: [240] [1020/2904] eta: 0:23:56 lr: 0.002011 loss: 0.1853 (0.1936) loss_rec_all: 0.2117 (0.2195) loss_rec_sfr: 0.2730 (0.2839) loss_cl: -0.2794 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [17:37:37.941293] Epoch: [240] [1040/2904] eta: 0:23:40 lr: 0.002011 loss: 0.1832 (0.1937) loss_rec_all: 0.2095 (0.2196) loss_rec_sfr: 0.2649 (0.2837) loss_cl: -0.2792 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [17:37:52.851081] Epoch: [240] [1060/2904] eta: 0:23:24 lr: 0.002011 loss: 0.1803 (0.1936) loss_rec_all: 0.2064 (0.2195) loss_rec_sfr: 0.2637 (0.2836) loss_cl: -0.2792 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [17:38:07.759626] Epoch: [240] [1080/2904] eta: 0:23:09 lr: 0.002011 loss: 0.1857 (0.1938) loss_rec_all: 0.2118 (0.2197) loss_rec_sfr: 0.2616 (0.2841) loss_cl: -0.2787 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [17:38:22.675689] Epoch: [240] [1100/2904] eta: 0:22:53 lr: 0.002011 loss: 0.1833 (0.1938) loss_rec_all: 0.2094 (0.2197) loss_rec_sfr: 0.2693 (0.2843) loss_cl: -0.2792 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [17:38:37.586211] Epoch: [240] [1120/2904] eta: 0:22:37 lr: 0.002011 loss: 0.1830 (0.1937) loss_rec_all: 0.2089 (0.2196) loss_rec_sfr: 0.2674 (0.2839) loss_cl: -0.2786 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [17:38:52.495156] Epoch: [240] [1140/2904] eta: 0:22:21 lr: 0.002011 loss: 0.1852 (0.1937) loss_rec_all: 0.2110 (0.2196) loss_rec_sfr: 0.2635 (0.2837) loss_cl: -0.2788 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [17:39:07.400072] Epoch: [240] [1160/2904] eta: 0:22:06 lr: 0.002011 loss: 0.1861 (0.1937) loss_rec_all: 0.2119 (0.2196) loss_rec_sfr: 0.2763 (0.2841) loss_cl: -0.2780 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [17:39:22.305746] Epoch: [240] [1180/2904] eta: 0:21:50 lr: 0.002011 loss: 0.1795 (0.1935) loss_rec_all: 0.2060 (0.2194) loss_rec_sfr: 0.2357 (0.2834) loss_cl: -0.2791 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [17:39:37.212024] Epoch: [240] [1200/2904] eta: 0:21:34 lr: 0.002011 loss: 0.1902 (0.1935) loss_rec_all: 0.2162 (0.2194) loss_rec_sfr: 0.2615 (0.2833) loss_cl: -0.2785 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [17:39:52.119965] Epoch: [240] [1220/2904] eta: 0:21:19 lr: 0.002011 loss: 0.1837 (0.1935) loss_rec_all: 0.2095 (0.2194) loss_rec_sfr: 0.2619 (0.2831) loss_cl: -0.2790 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [17:40:07.024668] Epoch: [240] [1240/2904] eta: 0:21:03 lr: 0.002011 loss: 0.1851 (0.1934) loss_rec_all: 0.2110 (0.2193) loss_rec_sfr: 0.2683 (0.2830) loss_cl: -0.2790 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [17:40:21.934780] Epoch: [240] [1260/2904] eta: 0:20:48 lr: 0.002011 loss: 0.1794 (0.1933) loss_rec_all: 0.2055 (0.2192) loss_rec_sfr: 0.2248 (0.2825) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [17:40:36.841003] Epoch: [240] [1280/2904] eta: 0:20:32 lr: 0.002011 loss: 0.1832 (0.1933) loss_rec_all: 0.2092 (0.2192) loss_rec_sfr: 0.2663 (0.2825) loss_cl: -0.2788 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [17:40:51.749790] Epoch: [240] [1300/2904] eta: 0:20:17 lr: 0.002011 loss: 0.1843 (0.1933) loss_rec_all: 0.2105 (0.2192) loss_rec_sfr: 0.2668 (0.2826) loss_cl: -0.2786 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [17:41:06.654030] Epoch: [240] [1320/2904] eta: 0:20:01 lr: 0.002011 loss: 0.1790 (0.1932) loss_rec_all: 0.2055 (0.2191) loss_rec_sfr: 0.2602 (0.2822) loss_cl: -0.2794 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [17:41:21.569171] Epoch: [240] [1340/2904] eta: 0:19:46 lr: 0.002011 loss: 0.1830 (0.1933) loss_rec_all: 0.2091 (0.2192) loss_rec_sfr: 0.2713 (0.2826) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [17:41:36.472956] Epoch: [240] [1360/2904] eta: 0:19:30 lr: 0.002011 loss: 0.1822 (0.1933) loss_rec_all: 0.2084 (0.2192) loss_rec_sfr: 0.2629 (0.2827) loss_cl: -0.2787 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [17:41:51.373742] Epoch: [240] [1380/2904] eta: 0:19:15 lr: 0.002011 loss: 0.1838 (0.1933) loss_rec_all: 0.2104 (0.2192) loss_rec_sfr: 0.2678 (0.2826) loss_cl: -0.2797 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [17:42:06.279815] Epoch: [240] [1400/2904] eta: 0:18:59 lr: 0.002011 loss: 0.1797 (0.1932) loss_rec_all: 0.2062 (0.2191) loss_rec_sfr: 0.2717 (0.2826) loss_cl: -0.2796 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [17:42:21.190814] Epoch: [240] [1420/2904] eta: 0:18:44 lr: 0.002011 loss: 0.1834 (0.1933) loss_rec_all: 0.2093 (0.2192) loss_rec_sfr: 0.2708 (0.2827) loss_cl: -0.2774 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [17:42:36.090836] Epoch: [240] [1440/2904] eta: 0:18:28 lr: 0.002011 loss: 0.1858 (0.1934) loss_rec_all: 0.2116 (0.2193) loss_rec_sfr: 0.2696 (0.2830) loss_cl: -0.2777 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [17:42:50.990913] Epoch: [240] [1460/2904] eta: 0:18:13 lr: 0.002011 loss: 0.1830 (0.1934) loss_rec_all: 0.2093 (0.2193) loss_rec_sfr: 0.2709 (0.2831) loss_cl: -0.2793 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [17:43:05.898112] Epoch: [240] [1480/2904] eta: 0:17:58 lr: 0.002011 loss: 0.1836 (0.1933) loss_rec_all: 0.2099 (0.2192) loss_rec_sfr: 0.2447 (0.2827) loss_cl: -0.2794 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [17:43:20.798688] Epoch: [240] [1500/2904] eta: 0:17:42 lr: 0.002011 loss: 0.1828 (0.1933) loss_rec_all: 0.2088 (0.2192) loss_rec_sfr: 0.2659 (0.2828) loss_cl: -0.2789 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [17:43:35.706702] Epoch: [240] [1520/2904] eta: 0:17:27 lr: 0.002011 loss: 0.1893 (0.1934) loss_rec_all: 0.2154 (0.2193) loss_rec_sfr: 0.2693 (0.2832) loss_cl: -0.2785 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [17:43:50.618926] Epoch: [240] [1540/2904] eta: 0:17:12 lr: 0.002011 loss: 0.1856 (0.1935) loss_rec_all: 0.2115 (0.2194) loss_rec_sfr: 0.2652 (0.2832) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [17:44:05.534255] Epoch: [240] [1560/2904] eta: 0:16:56 lr: 0.002011 loss: 0.1833 (0.1936) loss_rec_all: 0.2092 (0.2195) loss_rec_sfr: 0.2677 (0.2834) loss_cl: -0.2800 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [17:44:20.438693] Epoch: [240] [1580/2904] eta: 0:16:41 lr: 0.002011 loss: 0.1855 (0.1936) loss_rec_all: 0.2119 (0.2195) loss_rec_sfr: 0.2653 (0.2837) loss_cl: -0.2792 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [17:44:35.337451] Epoch: [240] [1600/2904] eta: 0:16:26 lr: 0.002011 loss: 0.1850 (0.1936) loss_rec_all: 0.2111 (0.2195) loss_rec_sfr: 0.2620 (0.2835) loss_cl: -0.2773 (-0.2788) time: 0.7449 data: 0.0002 max mem: 29860 [17:44:50.239893] Epoch: [240] [1620/2904] eta: 0:16:10 lr: 0.002011 loss: 0.1817 (0.1936) loss_rec_all: 0.2077 (0.2195) loss_rec_sfr: 0.2496 (0.2834) loss_cl: -0.2778 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [17:45:05.142282] Epoch: [240] [1640/2904] eta: 0:15:55 lr: 0.002011 loss: 0.1821 (0.1936) loss_rec_all: 0.2084 (0.2195) loss_rec_sfr: 0.2670 (0.2834) loss_cl: -0.2795 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [17:45:20.040746] Epoch: [240] [1660/2904] eta: 0:15:40 lr: 0.002011 loss: 0.1814 (0.1935) loss_rec_all: 0.2075 (0.2194) loss_rec_sfr: 0.2365 (0.2831) loss_cl: -0.2790 (-0.2788) time: 0.7449 data: 0.0002 max mem: 29860 [17:45:34.937905] Epoch: [240] [1680/2904] eta: 0:15:25 lr: 0.002011 loss: 0.1814 (0.1934) loss_rec_all: 0.2078 (0.2193) loss_rec_sfr: 0.2656 (0.2828) loss_cl: -0.2791 (-0.2788) time: 0.7448 data: 0.0002 max mem: 29860 [17:45:49.840280] Epoch: [240] [1700/2904] eta: 0:15:09 lr: 0.002011 loss: 0.1825 (0.1934) loss_rec_all: 0.2088 (0.2193) loss_rec_sfr: 0.2629 (0.2826) loss_cl: -0.2797 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [17:46:04.740418] Epoch: [240] [1720/2904] eta: 0:14:54 lr: 0.002011 loss: 0.1814 (0.1933) loss_rec_all: 0.2075 (0.2192) loss_rec_sfr: 0.2689 (0.2825) loss_cl: -0.2784 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [17:46:19.645943] Epoch: [240] [1740/2904] eta: 0:14:39 lr: 0.002011 loss: 0.1852 (0.1933) loss_rec_all: 0.2112 (0.2192) loss_rec_sfr: 0.2531 (0.2825) loss_cl: -0.2785 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [17:46:34.546533] Epoch: [240] [1760/2904] eta: 0:14:24 lr: 0.002011 loss: 0.1843 (0.1933) loss_rec_all: 0.2105 (0.2192) loss_rec_sfr: 0.2415 (0.2824) loss_cl: -0.2795 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [17:46:49.450762] Epoch: [240] [1780/2904] eta: 0:14:08 lr: 0.002010 loss: 0.1804 (0.1933) loss_rec_all: 0.2065 (0.2192) loss_rec_sfr: 0.2605 (0.2824) loss_cl: -0.2792 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [17:47:04.353884] Epoch: [240] [1800/2904] eta: 0:13:53 lr: 0.002010 loss: 0.1856 (0.1933) loss_rec_all: 0.2121 (0.2192) loss_rec_sfr: 0.2677 (0.2823) loss_cl: -0.2791 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [17:47:19.258524] Epoch: [240] [1820/2904] eta: 0:13:38 lr: 0.002010 loss: 0.1843 (0.1934) loss_rec_all: 0.2104 (0.2193) loss_rec_sfr: 0.2673 (0.2826) loss_cl: -0.2786 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [17:47:34.163957] Epoch: [240] [1840/2904] eta: 0:13:23 lr: 0.002010 loss: 0.1840 (0.1934) loss_rec_all: 0.2099 (0.2193) loss_rec_sfr: 0.2636 (0.2826) loss_cl: -0.2784 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [17:47:49.072011] Epoch: [240] [1860/2904] eta: 0:13:07 lr: 0.002010 loss: 0.1838 (0.1934) loss_rec_all: 0.2098 (0.2193) loss_rec_sfr: 0.2816 (0.2828) loss_cl: -0.2793 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [17:48:03.984410] Epoch: [240] [1880/2904] eta: 0:12:52 lr: 0.002010 loss: 0.1825 (0.1934) loss_rec_all: 0.2088 (0.2193) loss_rec_sfr: 0.2654 (0.2828) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [17:48:18.895774] Epoch: [240] [1900/2904] eta: 0:12:37 lr: 0.002010 loss: 0.1808 (0.1933) loss_rec_all: 0.2070 (0.2192) loss_rec_sfr: 0.2405 (0.2825) loss_cl: -0.2796 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [17:48:33.814798] Epoch: [240] [1920/2904] eta: 0:12:22 lr: 0.002010 loss: 0.1863 (0.1933) loss_rec_all: 0.2127 (0.2192) loss_rec_sfr: 0.2700 (0.2825) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [17:48:48.720358] Epoch: [240] [1940/2904] eta: 0:12:07 lr: 0.002010 loss: 0.1848 (0.1934) loss_rec_all: 0.2106 (0.2193) loss_rec_sfr: 0.2705 (0.2828) loss_cl: -0.2790 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [17:49:03.630472] Epoch: [240] [1960/2904] eta: 0:11:52 lr: 0.002010 loss: 0.1865 (0.1934) loss_rec_all: 0.2126 (0.2193) loss_rec_sfr: 0.2591 (0.2828) loss_cl: -0.2785 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [17:49:18.535578] Epoch: [240] [1980/2904] eta: 0:11:36 lr: 0.002010 loss: 0.1852 (0.1934) loss_rec_all: 0.2113 (0.2193) loss_rec_sfr: 0.2591 (0.2827) loss_cl: -0.2784 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [17:49:33.441805] Epoch: [240] [2000/2904] eta: 0:11:21 lr: 0.002010 loss: 0.1849 (0.1934) loss_rec_all: 0.2110 (0.2193) loss_rec_sfr: 0.2490 (0.2825) loss_cl: -0.2787 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [17:49:48.339726] Epoch: [240] [2020/2904] eta: 0:11:06 lr: 0.002010 loss: 0.1822 (0.1933) loss_rec_all: 0.2083 (0.2192) loss_rec_sfr: 0.2702 (0.2824) loss_cl: -0.2792 (-0.2788) time: 0.7449 data: 0.0002 max mem: 29860 [17:50:03.243218] Epoch: [240] [2040/2904] eta: 0:10:51 lr: 0.002010 loss: 0.1868 (0.1934) loss_rec_all: 0.2128 (0.2193) loss_rec_sfr: 0.2778 (0.2828) loss_cl: -0.2791 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [17:50:18.144265] Epoch: [240] [2060/2904] eta: 0:10:36 lr: 0.002010 loss: 0.1848 (0.1934) loss_rec_all: 0.2107 (0.2193) loss_rec_sfr: 0.2708 (0.2827) loss_cl: -0.2787 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [17:50:33.051969] Epoch: [240] [2080/2904] eta: 0:10:21 lr: 0.002010 loss: 0.1820 (0.1934) loss_rec_all: 0.2084 (0.2193) loss_rec_sfr: 0.2729 (0.2828) loss_cl: -0.2782 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [17:50:47.957368] Epoch: [240] [2100/2904] eta: 0:10:05 lr: 0.002010 loss: 0.1801 (0.1934) loss_rec_all: 0.2066 (0.2193) loss_rec_sfr: 0.2277 (0.2826) loss_cl: -0.2797 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [17:51:02.858503] Epoch: [240] [2120/2904] eta: 0:09:50 lr: 0.002010 loss: 0.1817 (0.1933) loss_rec_all: 0.2081 (0.2192) loss_rec_sfr: 0.2615 (0.2826) loss_cl: -0.2791 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [17:51:17.765299] Epoch: [240] [2140/2904] eta: 0:09:35 lr: 0.002010 loss: 0.1831 (0.1934) loss_rec_all: 0.2089 (0.2193) loss_rec_sfr: 0.2691 (0.2827) loss_cl: -0.2782 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [17:51:32.666208] Epoch: [240] [2160/2904] eta: 0:09:20 lr: 0.002010 loss: 0.1824 (0.1933) loss_rec_all: 0.2084 (0.2192) loss_rec_sfr: 0.2646 (0.2826) loss_cl: -0.2782 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [17:51:47.571807] Epoch: [240] [2180/2904] eta: 0:09:05 lr: 0.002010 loss: 0.1819 (0.1933) loss_rec_all: 0.2082 (0.2192) loss_rec_sfr: 0.2618 (0.2824) loss_cl: -0.2786 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [17:52:02.479102] Epoch: [240] [2200/2904] eta: 0:08:50 lr: 0.002010 loss: 0.1906 (0.1934) loss_rec_all: 0.2166 (0.2193) loss_rec_sfr: 0.2746 (0.2828) loss_cl: -0.2791 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [17:52:17.385793] Epoch: [240] [2220/2904] eta: 0:08:35 lr: 0.002010 loss: 0.1803 (0.1933) loss_rec_all: 0.2068 (0.2192) loss_rec_sfr: 0.2288 (0.2825) loss_cl: -0.2799 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [17:52:32.287881] Epoch: [240] [2240/2904] eta: 0:08:20 lr: 0.002010 loss: 0.1915 (0.1934) loss_rec_all: 0.2173 (0.2193) loss_rec_sfr: 0.2621 (0.2826) loss_cl: -0.2778 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [17:52:47.192892] Epoch: [240] [2260/2904] eta: 0:08:04 lr: 0.002010 loss: 0.1830 (0.1934) loss_rec_all: 0.2093 (0.2193) loss_rec_sfr: 0.2696 (0.2828) loss_cl: -0.2784 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [17:53:02.098819] Epoch: [240] [2280/2904] eta: 0:07:49 lr: 0.002010 loss: 0.1841 (0.1934) loss_rec_all: 0.2101 (0.2193) loss_rec_sfr: 0.2577 (0.2827) loss_cl: -0.2790 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [17:53:17.007019] Epoch: [240] [2300/2904] eta: 0:07:34 lr: 0.002010 loss: 0.1877 (0.1935) loss_rec_all: 0.2143 (0.2194) loss_rec_sfr: 0.2645 (0.2830) loss_cl: -0.2793 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [17:53:31.911209] Epoch: [240] [2320/2904] eta: 0:07:19 lr: 0.002010 loss: 0.1816 (0.1935) loss_rec_all: 0.2080 (0.2194) loss_rec_sfr: 0.2779 (0.2830) loss_cl: -0.2794 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [17:53:46.822091] Epoch: [240] [2340/2904] eta: 0:07:04 lr: 0.002010 loss: 0.1837 (0.1935) loss_rec_all: 0.2095 (0.2194) loss_rec_sfr: 0.2296 (0.2828) loss_cl: -0.2782 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [17:54:01.732559] Epoch: [240] [2360/2904] eta: 0:06:49 lr: 0.002010 loss: 0.1847 (0.1934) loss_rec_all: 0.2104 (0.2193) loss_rec_sfr: 0.2657 (0.2827) loss_cl: -0.2782 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [17:54:16.643128] Epoch: [240] [2380/2904] eta: 0:06:34 lr: 0.002010 loss: 0.1856 (0.1934) loss_rec_all: 0.2120 (0.2193) loss_rec_sfr: 0.2604 (0.2826) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [17:54:31.547973] Epoch: [240] [2400/2904] eta: 0:06:19 lr: 0.002010 loss: 0.1844 (0.1935) loss_rec_all: 0.2105 (0.2194) loss_rec_sfr: 0.2720 (0.2827) loss_cl: -0.2786 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [17:54:46.453407] Epoch: [240] [2420/2904] eta: 0:06:04 lr: 0.002010 loss: 0.1842 (0.1935) loss_rec_all: 0.2104 (0.2194) loss_rec_sfr: 0.2534 (0.2826) loss_cl: -0.2788 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [17:55:01.354062] Epoch: [240] [2440/2904] eta: 0:05:49 lr: 0.002010 loss: 0.1817 (0.1934) loss_rec_all: 0.2077 (0.2193) loss_rec_sfr: 0.2684 (0.2826) loss_cl: -0.2787 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [17:55:16.245445] Epoch: [240] [2460/2904] eta: 0:05:34 lr: 0.002010 loss: 0.1837 (0.1934) loss_rec_all: 0.2096 (0.2193) loss_rec_sfr: 0.2537 (0.2827) loss_cl: -0.2785 (-0.2788) time: 0.7445 data: 0.0002 max mem: 29860 [17:55:31.151545] Epoch: [240] [2480/2904] eta: 0:05:18 lr: 0.002010 loss: 0.1852 (0.1934) loss_rec_all: 0.2112 (0.2193) loss_rec_sfr: 0.2655 (0.2827) loss_cl: -0.2790 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [17:55:46.060946] Epoch: [240] [2500/2904] eta: 0:05:03 lr: 0.002010 loss: 0.1837 (0.1934) loss_rec_all: 0.2097 (0.2193) loss_rec_sfr: 0.2742 (0.2828) loss_cl: -0.2790 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [17:56:00.973655] Epoch: [240] [2520/2904] eta: 0:04:48 lr: 0.002010 loss: 0.1805 (0.1934) loss_rec_all: 0.2070 (0.2193) loss_rec_sfr: 0.2647 (0.2827) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [17:56:15.877401] Epoch: [240] [2540/2904] eta: 0:04:33 lr: 0.002010 loss: 0.1835 (0.1934) loss_rec_all: 0.2100 (0.2193) loss_rec_sfr: 0.2726 (0.2827) loss_cl: -0.2794 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [17:56:30.780522] Epoch: [240] [2560/2904] eta: 0:04:18 lr: 0.002010 loss: 0.1835 (0.1934) loss_rec_all: 0.2100 (0.2193) loss_rec_sfr: 0.2633 (0.2827) loss_cl: -0.2789 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [17:56:45.684440] Epoch: [240] [2580/2904] eta: 0:04:03 lr: 0.002009 loss: 0.1870 (0.1934) loss_rec_all: 0.2132 (0.2193) loss_rec_sfr: 0.2723 (0.2828) loss_cl: -0.2787 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [17:57:00.591228] Epoch: [240] [2600/2904] eta: 0:03:48 lr: 0.002009 loss: 0.1911 (0.1935) loss_rec_all: 0.2171 (0.2194) loss_rec_sfr: 0.2672 (0.2830) loss_cl: -0.2791 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [17:57:15.496245] Epoch: [240] [2620/2904] eta: 0:03:33 lr: 0.002009 loss: 0.1842 (0.1935) loss_rec_all: 0.2103 (0.2194) loss_rec_sfr: 0.2654 (0.2832) loss_cl: -0.2787 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [17:57:30.380229] Epoch: [240] [2640/2904] eta: 0:03:18 lr: 0.002009 loss: 0.1910 (0.1937) loss_rec_all: 0.2168 (0.2196) loss_rec_sfr: 0.2814 (0.2837) loss_cl: -0.2781 (-0.2788) time: 0.7442 data: 0.0002 max mem: 29860 [17:57:45.285227] Epoch: [240] [2660/2904] eta: 0:03:03 lr: 0.002009 loss: 0.1819 (0.1937) loss_rec_all: 0.2084 (0.2196) loss_rec_sfr: 0.2331 (0.2835) loss_cl: -0.2794 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [17:58:00.184539] Epoch: [240] [2680/2904] eta: 0:02:48 lr: 0.002009 loss: 0.1836 (0.1937) loss_rec_all: 0.2100 (0.2195) loss_rec_sfr: 0.2649 (0.2835) loss_cl: -0.2794 (-0.2788) time: 0.7449 data: 0.0002 max mem: 29860 [17:58:15.092225] Epoch: [240] [2700/2904] eta: 0:02:33 lr: 0.002009 loss: 0.1901 (0.1937) loss_rec_all: 0.2165 (0.2196) loss_rec_sfr: 0.2682 (0.2836) loss_cl: -0.2800 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [17:58:30.001302] Epoch: [240] [2720/2904] eta: 0:02:18 lr: 0.002009 loss: 0.1854 (0.1938) loss_rec_all: 0.2113 (0.2197) loss_rec_sfr: 0.2621 (0.2838) loss_cl: -0.2784 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [17:58:44.907365] Epoch: [240] [2740/2904] eta: 0:02:03 lr: 0.002009 loss: 0.1836 (0.1938) loss_rec_all: 0.2095 (0.2197) loss_rec_sfr: 0.2727 (0.2839) loss_cl: -0.2782 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [17:58:59.817654] Epoch: [240] [2760/2904] eta: 0:01:48 lr: 0.002009 loss: 0.1871 (0.1938) loss_rec_all: 0.2129 (0.2197) loss_rec_sfr: 0.2731 (0.2840) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [17:59:14.727371] Epoch: [240] [2780/2904] eta: 0:01:33 lr: 0.002009 loss: 0.1827 (0.1938) loss_rec_all: 0.2087 (0.2197) loss_rec_sfr: 0.2633 (0.2840) loss_cl: -0.2791 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [17:59:29.638096] Epoch: [240] [2800/2904] eta: 0:01:18 lr: 0.002009 loss: 0.1855 (0.1938) loss_rec_all: 0.2115 (0.2197) loss_rec_sfr: 0.2672 (0.2839) loss_cl: -0.2791 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [17:59:44.547220] Epoch: [240] [2820/2904] eta: 0:01:03 lr: 0.002009 loss: 0.1850 (0.1938) loss_rec_all: 0.2112 (0.2197) loss_rec_sfr: 0.2607 (0.2840) loss_cl: -0.2790 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [17:59:59.494668] Epoch: [240] [2840/2904] eta: 0:00:48 lr: 0.002009 loss: 0.1858 (0.1939) loss_rec_all: 0.2120 (0.2198) loss_rec_sfr: 0.2683 (0.2841) loss_cl: -0.2786 (-0.2788) time: 0.7473 data: 0.0023 max mem: 29860 [18:00:14.389315] Epoch: [240] [2860/2904] eta: 0:00:33 lr: 0.002009 loss: 0.1830 (0.1939) loss_rec_all: 0.2090 (0.2197) loss_rec_sfr: 0.2622 (0.2840) loss_cl: -0.2789 (-0.2788) time: 0.7447 data: 0.0001 max mem: 29860 [18:00:29.285917] Epoch: [240] [2880/2904] eta: 0:00:18 lr: 0.002009 loss: 0.1857 (0.1939) loss_rec_all: 0.2117 (0.2198) loss_rec_sfr: 0.2769 (0.2843) loss_cl: -0.2785 (-0.2788) time: 0.7448 data: 0.0001 max mem: 29860 [18:00:44.177144] Epoch: [240] [2900/2904] eta: 0:00:03 lr: 0.002009 loss: 0.1857 (0.1939) loss_rec_all: 0.2116 (0.2198) loss_rec_sfr: 0.2731 (0.2842) loss_cl: -0.2787 (-0.2788) time: 0.7445 data: 0.0001 max mem: 29860 [18:00:46.417868] Epoch: [240] [2903/2904] eta: 0:00:00 lr: 0.002009 loss: 0.1857 (0.1939) loss_rec_all: 0.2116 (0.2198) loss_rec_sfr: 0.2726 (0.2842) loss_cl: -0.2786 (-0.2788) time: 0.7445 data: 0.0001 max mem: 29860 [18:00:48.493127] Epoch: [240] Total time: 0:36:24 (0.7521 s / it) [18:00:48.497643] Averaged stats: lr: 0.002009 loss: 0.1857 (0.1964) loss_rec_all: 0.2116 (0.2200) loss_rec_sfr: 0.2726 (0.2852) loss_cl: -0.2786 (-0.2556) [18:00:48.502415] log_dir: ./checkpoint/VF2_ViT-B [18:01:08.041302] Epoch: [241] [ 0/2904] eta: 15:45:38 lr: 0.002009 loss: 0.2284 (0.2284) loss_rec_all: 0.2530 (0.2530) loss_rec_sfr: 0.4368 (0.4368) loss_cl: -0.2769 (-0.2769) time: 19.5381 data: 16.0528 max mem: 29860 [18:01:23.492911] Epoch: [241] [ 20/2904] eta: 1:20:05 lr: 0.002009 loss: 0.1791 (0.1906) loss_rec_all: 0.2055 (0.2164) loss_rec_sfr: 0.2703 (0.2845) loss_cl: -0.2785 (-0.2784) time: 0.7725 data: 0.0002 max mem: 29860 [18:01:38.377991] Epoch: [241] [ 40/2904] eta: 0:58:03 lr: 0.002009 loss: 0.1834 (0.1923) loss_rec_all: 0.2101 (0.2182) loss_rec_sfr: 0.2690 (0.2821) loss_cl: -0.2789 (-0.2787) time: 0.7442 data: 0.0005 max mem: 29860 [18:01:53.272647] Epoch: [241] [ 60/2904] eta: 0:50:19 lr: 0.002009 loss: 0.1835 (0.1930) loss_rec_all: 0.2097 (0.2189) loss_rec_sfr: 0.2643 (0.2838) loss_cl: -0.2780 (-0.2785) time: 0.7447 data: 0.0003 max mem: 29860 [18:02:08.157375] Epoch: [241] [ 80/2904] eta: 0:46:16 lr: 0.002009 loss: 0.1822 (0.1944) loss_rec_all: 0.2086 (0.2202) loss_rec_sfr: 0.2685 (0.2863) loss_cl: -0.2789 (-0.2786) time: 0.7442 data: 0.0003 max mem: 29860 [18:02:23.053688] Epoch: [241] [ 100/2904] eta: 0:43:44 lr: 0.002009 loss: 0.1833 (0.1952) loss_rec_all: 0.2094 (0.2211) loss_rec_sfr: 0.2761 (0.2909) loss_cl: -0.2792 (-0.2787) time: 0.7447 data: 0.0004 max mem: 29860 [18:02:37.990852] Epoch: [241] [ 120/2904] eta: 0:41:58 lr: 0.002009 loss: 0.1837 (0.1956) loss_rec_all: 0.2100 (0.2214) loss_rec_sfr: 0.2608 (0.2915) loss_cl: -0.2803 (-0.2790) time: 0.7468 data: 0.0003 max mem: 29860 [18:02:52.899071] Epoch: [241] [ 140/2904] eta: 0:40:38 lr: 0.002009 loss: 0.1831 (0.1952) loss_rec_all: 0.2090 (0.2211) loss_rec_sfr: 0.2702 (0.2910) loss_cl: -0.2794 (-0.2790) time: 0.7453 data: 0.0004 max mem: 29860 [18:03:07.819876] Epoch: [241] [ 160/2904] eta: 0:39:34 lr: 0.002009 loss: 0.1848 (0.1959) loss_rec_all: 0.2105 (0.2217) loss_rec_sfr: 0.2808 (0.2948) loss_cl: -0.2778 (-0.2789) time: 0.7460 data: 0.0005 max mem: 29860 [18:03:22.752545] Epoch: [241] [ 180/2904] eta: 0:38:41 lr: 0.002009 loss: 0.1825 (0.1955) loss_rec_all: 0.2083 (0.2213) loss_rec_sfr: 0.2738 (0.2946) loss_cl: -0.2781 (-0.2788) time: 0.7466 data: 0.0004 max mem: 29860 [18:03:37.665073] Epoch: [241] [ 200/2904] eta: 0:37:55 lr: 0.002009 loss: 0.1830 (0.1957) loss_rec_all: 0.2089 (0.2215) loss_rec_sfr: 0.2716 (0.2950) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0004 max mem: 29860 [18:03:52.572070] Epoch: [241] [ 220/2904] eta: 0:37:15 lr: 0.002009 loss: 0.1816 (0.1950) loss_rec_all: 0.2076 (0.2208) loss_rec_sfr: 0.2610 (0.2925) loss_cl: -0.2784 (-0.2788) time: 0.7453 data: 0.0004 max mem: 29860 [18:04:07.480720] Epoch: [241] [ 240/2904] eta: 0:36:39 lr: 0.002009 loss: 0.1817 (0.1947) loss_rec_all: 0.2080 (0.2205) loss_rec_sfr: 0.2677 (0.2912) loss_cl: -0.2794 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [18:04:22.395948] Epoch: [241] [ 260/2904] eta: 0:36:06 lr: 0.002009 loss: 0.1809 (0.1940) loss_rec_all: 0.2073 (0.2199) loss_rec_sfr: 0.2561 (0.2886) loss_cl: -0.2803 (-0.2789) time: 0.7457 data: 0.0003 max mem: 29860 [18:04:37.308347] Epoch: [241] [ 280/2904] eta: 0:35:36 lr: 0.002009 loss: 0.1821 (0.1942) loss_rec_all: 0.2087 (0.2201) loss_rec_sfr: 0.2696 (0.2897) loss_cl: -0.2796 (-0.2789) time: 0.7456 data: 0.0003 max mem: 29860 [18:04:52.224897] Epoch: [241] [ 300/2904] eta: 0:35:08 lr: 0.002009 loss: 0.1809 (0.1936) loss_rec_all: 0.2070 (0.2195) loss_rec_sfr: 0.2362 (0.2872) loss_cl: -0.2790 (-0.2789) time: 0.7458 data: 0.0003 max mem: 29860 [18:05:07.160258] Epoch: [241] [ 320/2904] eta: 0:34:41 lr: 0.002009 loss: 0.1840 (0.1935) loss_rec_all: 0.2101 (0.2194) loss_rec_sfr: 0.2575 (0.2866) loss_cl: -0.2776 (-0.2788) time: 0.7467 data: 0.0003 max mem: 29860 [18:05:22.074749] Epoch: [241] [ 340/2904] eta: 0:34:16 lr: 0.002009 loss: 0.1808 (0.1930) loss_rec_all: 0.2068 (0.2189) loss_rec_sfr: 0.2548 (0.2849) loss_cl: -0.2797 (-0.2789) time: 0.7457 data: 0.0003 max mem: 29860 [18:05:36.997740] Epoch: [241] [ 360/2904] eta: 0:33:52 lr: 0.002009 loss: 0.1854 (0.1930) loss_rec_all: 0.2113 (0.2189) loss_rec_sfr: 0.2578 (0.2838) loss_cl: -0.2794 (-0.2789) time: 0.7461 data: 0.0003 max mem: 29860 [18:05:51.906558] Epoch: [241] [ 380/2904] eta: 0:33:29 lr: 0.002009 loss: 0.1847 (0.1931) loss_rec_all: 0.2107 (0.2190) loss_rec_sfr: 0.2670 (0.2846) loss_cl: -0.2791 (-0.2789) time: 0.7454 data: 0.0003 max mem: 29860 [18:06:06.821076] Epoch: [241] [ 400/2904] eta: 0:33:07 lr: 0.002009 loss: 0.1813 (0.1932) loss_rec_all: 0.2073 (0.2191) loss_rec_sfr: 0.2711 (0.2854) loss_cl: -0.2787 (-0.2789) time: 0.7457 data: 0.0004 max mem: 29860 [18:06:21.741857] Epoch: [241] [ 420/2904] eta: 0:32:46 lr: 0.002009 loss: 0.1863 (0.1936) loss_rec_all: 0.2122 (0.2195) loss_rec_sfr: 0.2730 (0.2870) loss_cl: -0.2796 (-0.2789) time: 0.7460 data: 0.0003 max mem: 29860 [18:06:36.666420] Epoch: [241] [ 440/2904] eta: 0:32:25 lr: 0.002009 loss: 0.1858 (0.1938) loss_rec_all: 0.2120 (0.2196) loss_rec_sfr: 0.2651 (0.2872) loss_cl: -0.2793 (-0.2789) time: 0.7462 data: 0.0004 max mem: 29860 [18:06:51.587043] Epoch: [241] [ 460/2904] eta: 0:32:04 lr: 0.002009 loss: 0.1832 (0.1940) loss_rec_all: 0.2092 (0.2199) loss_rec_sfr: 0.2694 (0.2880) loss_cl: -0.2783 (-0.2789) time: 0.7460 data: 0.0003 max mem: 29860 [18:07:06.510332] Epoch: [241] [ 480/2904] eta: 0:31:44 lr: 0.002008 loss: 0.1834 (0.1940) loss_rec_all: 0.2091 (0.2199) loss_rec_sfr: 0.2547 (0.2877) loss_cl: -0.2775 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [18:07:21.432474] Epoch: [241] [ 500/2904] eta: 0:31:25 lr: 0.002008 loss: 0.1841 (0.1944) loss_rec_all: 0.2105 (0.2203) loss_rec_sfr: 0.2769 (0.2886) loss_cl: -0.2782 (-0.2788) time: 0.7461 data: 0.0004 max mem: 29860 [18:07:36.359217] Epoch: [241] [ 520/2904] eta: 0:31:06 lr: 0.002008 loss: 0.1843 (0.1945) loss_rec_all: 0.2108 (0.2203) loss_rec_sfr: 0.2373 (0.2883) loss_cl: -0.2791 (-0.2788) time: 0.7463 data: 0.0004 max mem: 29860 [18:07:51.280922] Epoch: [241] [ 540/2904] eta: 0:30:47 lr: 0.002008 loss: 0.1849 (0.1943) loss_rec_all: 0.2110 (0.2202) loss_rec_sfr: 0.2620 (0.2877) loss_cl: -0.2795 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [18:08:06.201054] Epoch: [241] [ 560/2904] eta: 0:30:28 lr: 0.002008 loss: 0.1861 (0.1945) loss_rec_all: 0.2122 (0.2204) loss_rec_sfr: 0.2579 (0.2878) loss_cl: -0.2793 (-0.2789) time: 0.7460 data: 0.0003 max mem: 29860 [18:08:21.119335] Epoch: [241] [ 580/2904] eta: 0:30:10 lr: 0.002008 loss: 0.1834 (0.1944) loss_rec_all: 0.2093 (0.2203) loss_rec_sfr: 0.2700 (0.2877) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0004 max mem: 29860 [18:08:36.040938] Epoch: [241] [ 600/2904] eta: 0:29:52 lr: 0.002008 loss: 0.1839 (0.1944) loss_rec_all: 0.2098 (0.2203) loss_rec_sfr: 0.2709 (0.2876) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [18:08:50.961863] Epoch: [241] [ 620/2904] eta: 0:29:34 lr: 0.002008 loss: 0.1847 (0.1947) loss_rec_all: 0.2109 (0.2206) loss_rec_sfr: 0.2801 (0.2886) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [18:09:05.875962] Epoch: [241] [ 640/2904] eta: 0:29:16 lr: 0.002008 loss: 0.1872 (0.1949) loss_rec_all: 0.2137 (0.2207) loss_rec_sfr: 0.2757 (0.2892) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [18:09:20.790468] Epoch: [241] [ 660/2904] eta: 0:28:59 lr: 0.002008 loss: 0.1840 (0.1948) loss_rec_all: 0.2099 (0.2206) loss_rec_sfr: 0.2728 (0.2891) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [18:09:35.705721] Epoch: [241] [ 680/2904] eta: 0:28:41 lr: 0.002008 loss: 0.1848 (0.1951) loss_rec_all: 0.2111 (0.2209) loss_rec_sfr: 0.2681 (0.2899) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [18:09:50.623690] Epoch: [241] [ 700/2904] eta: 0:28:24 lr: 0.002008 loss: 0.1895 (0.1951) loss_rec_all: 0.2154 (0.2210) loss_rec_sfr: 0.2699 (0.2898) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [18:10:05.538428] Epoch: [241] [ 720/2904] eta: 0:28:07 lr: 0.002008 loss: 0.1812 (0.1950) loss_rec_all: 0.2071 (0.2208) loss_rec_sfr: 0.2572 (0.2893) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [18:10:20.454653] Epoch: [241] [ 740/2904] eta: 0:27:50 lr: 0.002008 loss: 0.1844 (0.1949) loss_rec_all: 0.2104 (0.2207) loss_rec_sfr: 0.2651 (0.2891) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [18:10:35.370766] Epoch: [241] [ 760/2904] eta: 0:27:33 lr: 0.002008 loss: 0.1827 (0.1948) loss_rec_all: 0.2087 (0.2206) loss_rec_sfr: 0.2585 (0.2887) loss_cl: -0.2781 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [18:10:50.296335] Epoch: [241] [ 780/2904] eta: 0:27:16 lr: 0.002008 loss: 0.1855 (0.1950) loss_rec_all: 0.2117 (0.2209) loss_rec_sfr: 0.2713 (0.2894) loss_cl: -0.2788 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [18:11:05.217103] Epoch: [241] [ 800/2904] eta: 0:26:59 lr: 0.002008 loss: 0.1846 (0.1950) loss_rec_all: 0.2104 (0.2209) loss_rec_sfr: 0.2697 (0.2895) loss_cl: -0.2791 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [18:11:20.141122] Epoch: [241] [ 820/2904] eta: 0:26:43 lr: 0.002008 loss: 0.1880 (0.1951) loss_rec_all: 0.2141 (0.2209) loss_rec_sfr: 0.2586 (0.2894) loss_cl: -0.2803 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [18:11:35.056465] Epoch: [241] [ 840/2904] eta: 0:26:26 lr: 0.002008 loss: 0.1831 (0.1951) loss_rec_all: 0.2096 (0.2209) loss_rec_sfr: 0.2625 (0.2891) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [18:11:49.973279] Epoch: [241] [ 860/2904] eta: 0:26:10 lr: 0.002008 loss: 0.1914 (0.1954) loss_rec_all: 0.2175 (0.2212) loss_rec_sfr: 0.2840 (0.2901) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [18:12:04.886453] Epoch: [241] [ 880/2904] eta: 0:25:53 lr: 0.002008 loss: 0.1848 (0.1953) loss_rec_all: 0.2108 (0.2211) loss_rec_sfr: 0.2564 (0.2897) loss_cl: -0.2770 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [18:12:19.796565] Epoch: [241] [ 900/2904] eta: 0:25:37 lr: 0.002008 loss: 0.1900 (0.1953) loss_rec_all: 0.2161 (0.2212) loss_rec_sfr: 0.2698 (0.2899) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0004 max mem: 29860 [18:12:34.708257] Epoch: [241] [ 920/2904] eta: 0:25:21 lr: 0.002008 loss: 0.1879 (0.1955) loss_rec_all: 0.2138 (0.2214) loss_rec_sfr: 0.2686 (0.2905) loss_cl: -0.2785 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [18:12:49.618021] Epoch: [241] [ 940/2904] eta: 0:25:04 lr: 0.002008 loss: 0.1825 (0.1954) loss_rec_all: 0.2079 (0.2212) loss_rec_sfr: 0.2632 (0.2902) loss_cl: -0.2732 (-0.2787) time: 0.7454 data: 0.0003 max mem: 29860 [18:13:04.524863] Epoch: [241] [ 960/2904] eta: 0:24:48 lr: 0.002008 loss: 0.1826 (0.1952) loss_rec_all: 0.2086 (0.2211) loss_rec_sfr: 0.2682 (0.2899) loss_cl: -0.2794 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [18:13:19.436265] Epoch: [241] [ 980/2904] eta: 0:24:32 lr: 0.002008 loss: 0.1871 (0.1952) loss_rec_all: 0.2130 (0.2211) loss_rec_sfr: 0.2735 (0.2897) loss_cl: -0.2797 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [18:13:34.346299] Epoch: [241] [1000/2904] eta: 0:24:16 lr: 0.002008 loss: 0.1840 (0.1953) loss_rec_all: 0.2098 (0.2211) loss_rec_sfr: 0.2660 (0.2899) loss_cl: -0.2785 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [18:13:49.256144] Epoch: [241] [1020/2904] eta: 0:24:00 lr: 0.002008 loss: 0.1834 (0.1953) loss_rec_all: 0.2092 (0.2212) loss_rec_sfr: 0.2634 (0.2900) loss_cl: -0.2780 (-0.2788) time: 0.7454 data: 0.0004 max mem: 29860 [18:14:04.168030] Epoch: [241] [1040/2904] eta: 0:23:44 lr: 0.002008 loss: 0.1860 (0.1954) loss_rec_all: 0.2123 (0.2212) loss_rec_sfr: 0.2630 (0.2901) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [18:14:19.085289] Epoch: [241] [1060/2904] eta: 0:23:28 lr: 0.002008 loss: 0.1800 (0.1952) loss_rec_all: 0.2064 (0.2210) loss_rec_sfr: 0.2584 (0.2895) loss_cl: -0.2796 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [18:14:34.007312] Epoch: [241] [1080/2904] eta: 0:23:12 lr: 0.002008 loss: 0.1835 (0.1950) loss_rec_all: 0.2098 (0.2209) loss_rec_sfr: 0.2665 (0.2890) loss_cl: -0.2795 (-0.2788) time: 0.7461 data: 0.0004 max mem: 29860 [18:14:48.931120] Epoch: [241] [1100/2904] eta: 0:22:56 lr: 0.002008 loss: 0.1802 (0.1949) loss_rec_all: 0.2066 (0.2208) loss_rec_sfr: 0.2636 (0.2887) loss_cl: -0.2787 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [18:15:03.844827] Epoch: [241] [1120/2904] eta: 0:22:41 lr: 0.002008 loss: 0.1833 (0.1948) loss_rec_all: 0.2093 (0.2207) loss_rec_sfr: 0.2683 (0.2884) loss_cl: -0.2778 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [18:15:18.759561] Epoch: [241] [1140/2904] eta: 0:22:25 lr: 0.002008 loss: 0.1833 (0.1948) loss_rec_all: 0.2092 (0.2206) loss_rec_sfr: 0.2657 (0.2881) loss_cl: -0.2781 (-0.2787) time: 0.7457 data: 0.0003 max mem: 29860 [18:15:33.670074] Epoch: [241] [1160/2904] eta: 0:22:09 lr: 0.002008 loss: 0.1854 (0.1946) loss_rec_all: 0.2114 (0.2205) loss_rec_sfr: 0.2594 (0.2877) loss_cl: -0.2789 (-0.2787) time: 0.7455 data: 0.0003 max mem: 29860 [18:15:48.574933] Epoch: [241] [1180/2904] eta: 0:21:53 lr: 0.002008 loss: 0.1835 (0.1946) loss_rec_all: 0.2101 (0.2204) loss_rec_sfr: 0.2678 (0.2875) loss_cl: -0.2801 (-0.2788) time: 0.7452 data: 0.0003 max mem: 29860 [18:16:03.492608] Epoch: [241] [1200/2904] eta: 0:21:38 lr: 0.002008 loss: 0.1786 (0.1944) loss_rec_all: 0.2052 (0.2203) loss_rec_sfr: 0.2320 (0.2868) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [18:16:18.405551] Epoch: [241] [1220/2904] eta: 0:21:22 lr: 0.002008 loss: 0.1823 (0.1945) loss_rec_all: 0.2084 (0.2204) loss_rec_sfr: 0.2707 (0.2871) loss_cl: -0.2783 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [18:16:33.334916] Epoch: [241] [1240/2904] eta: 0:21:06 lr: 0.002008 loss: 0.1848 (0.1944) loss_rec_all: 0.2107 (0.2203) loss_rec_sfr: 0.2631 (0.2867) loss_cl: -0.2778 (-0.2787) time: 0.7464 data: 0.0003 max mem: 29860 [18:16:48.266042] Epoch: [241] [1260/2904] eta: 0:20:51 lr: 0.002007 loss: 0.1889 (0.1945) loss_rec_all: 0.2149 (0.2203) loss_rec_sfr: 0.2690 (0.2869) loss_cl: -0.2787 (-0.2787) time: 0.7465 data: 0.0003 max mem: 29860 [18:17:03.187448] Epoch: [241] [1280/2904] eta: 0:20:35 lr: 0.002007 loss: 0.1824 (0.1945) loss_rec_all: 0.2090 (0.2203) loss_rec_sfr: 0.2696 (0.2871) loss_cl: -0.2796 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [18:17:18.114983] Epoch: [241] [1300/2904] eta: 0:20:20 lr: 0.002007 loss: 0.1901 (0.1945) loss_rec_all: 0.2163 (0.2204) loss_rec_sfr: 0.2672 (0.2873) loss_cl: -0.2790 (-0.2788) time: 0.7463 data: 0.0003 max mem: 29860 [18:17:33.036904] Epoch: [241] [1320/2904] eta: 0:20:04 lr: 0.002007 loss: 0.1845 (0.1945) loss_rec_all: 0.2106 (0.2204) loss_rec_sfr: 0.2682 (0.2872) loss_cl: -0.2788 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [18:17:47.952587] Epoch: [241] [1340/2904] eta: 0:19:48 lr: 0.002007 loss: 0.1862 (0.1945) loss_rec_all: 0.2123 (0.2204) loss_rec_sfr: 0.2622 (0.2871) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0004 max mem: 29860 [18:18:02.868890] Epoch: [241] [1360/2904] eta: 0:19:33 lr: 0.002007 loss: 0.1821 (0.1945) loss_rec_all: 0.2086 (0.2203) loss_rec_sfr: 0.2520 (0.2869) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [18:18:17.787102] Epoch: [241] [1380/2904] eta: 0:19:17 lr: 0.002007 loss: 0.1825 (0.1945) loss_rec_all: 0.2087 (0.2203) loss_rec_sfr: 0.2710 (0.2869) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [18:18:32.702679] Epoch: [241] [1400/2904] eta: 0:19:02 lr: 0.002007 loss: 0.1836 (0.1945) loss_rec_all: 0.2095 (0.2204) loss_rec_sfr: 0.2758 (0.2872) loss_cl: -0.2782 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [18:18:47.609289] Epoch: [241] [1420/2904] eta: 0:18:46 lr: 0.002007 loss: 0.1820 (0.1946) loss_rec_all: 0.2084 (0.2204) loss_rec_sfr: 0.2638 (0.2873) loss_cl: -0.2794 (-0.2788) time: 0.7453 data: 0.0004 max mem: 29860 [18:19:02.522781] Epoch: [241] [1440/2904] eta: 0:18:31 lr: 0.002007 loss: 0.1799 (0.1945) loss_rec_all: 0.2060 (0.2204) loss_rec_sfr: 0.2574 (0.2870) loss_cl: -0.2794 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [18:19:17.434207] Epoch: [241] [1460/2904] eta: 0:18:15 lr: 0.002007 loss: 0.1816 (0.1944) loss_rec_all: 0.2074 (0.2203) loss_rec_sfr: 0.2656 (0.2869) loss_cl: -0.2784 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [18:19:32.345998] Epoch: [241] [1480/2904] eta: 0:18:00 lr: 0.002007 loss: 0.1780 (0.1944) loss_rec_all: 0.2042 (0.2203) loss_rec_sfr: 0.2624 (0.2868) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [18:19:47.259076] Epoch: [241] [1500/2904] eta: 0:17:45 lr: 0.002007 loss: 0.1851 (0.1945) loss_rec_all: 0.2113 (0.2203) loss_rec_sfr: 0.2711 (0.2870) loss_cl: -0.2798 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [18:20:02.176380] Epoch: [241] [1520/2904] eta: 0:17:29 lr: 0.002007 loss: 0.1832 (0.1943) loss_rec_all: 0.2094 (0.2202) loss_rec_sfr: 0.2281 (0.2864) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [18:20:17.091037] Epoch: [241] [1540/2904] eta: 0:17:14 lr: 0.002007 loss: 0.1852 (0.1943) loss_rec_all: 0.2112 (0.2202) loss_rec_sfr: 0.2657 (0.2863) loss_cl: -0.2793 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [18:20:32.006286] Epoch: [241] [1560/2904] eta: 0:16:58 lr: 0.002007 loss: 0.1843 (0.1942) loss_rec_all: 0.2108 (0.2201) loss_rec_sfr: 0.2770 (0.2863) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0004 max mem: 29860 [18:20:46.910001] Epoch: [241] [1580/2904] eta: 0:16:43 lr: 0.002007 loss: 0.1811 (0.1942) loss_rec_all: 0.2072 (0.2201) loss_rec_sfr: 0.2666 (0.2862) loss_cl: -0.2784 (-0.2788) time: 0.7451 data: 0.0003 max mem: 29860 [18:21:01.810987] Epoch: [241] [1600/2904] eta: 0:16:28 lr: 0.002007 loss: 0.1819 (0.1942) loss_rec_all: 0.2084 (0.2201) loss_rec_sfr: 0.2642 (0.2860) loss_cl: -0.2794 (-0.2788) time: 0.7450 data: 0.0003 max mem: 29860 [18:21:16.719671] Epoch: [241] [1620/2904] eta: 0:16:12 lr: 0.002007 loss: 0.1844 (0.1942) loss_rec_all: 0.2103 (0.2200) loss_rec_sfr: 0.2591 (0.2859) loss_cl: -0.2786 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [18:21:31.628144] Epoch: [241] [1640/2904] eta: 0:15:57 lr: 0.002007 loss: 0.1834 (0.1942) loss_rec_all: 0.2096 (0.2201) loss_rec_sfr: 0.2633 (0.2860) loss_cl: -0.2774 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [18:21:46.538183] Epoch: [241] [1660/2904] eta: 0:15:42 lr: 0.002007 loss: 0.1817 (0.1942) loss_rec_all: 0.2082 (0.2201) loss_rec_sfr: 0.2569 (0.2859) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [18:22:01.445826] Epoch: [241] [1680/2904] eta: 0:15:26 lr: 0.002007 loss: 0.1904 (0.1944) loss_rec_all: 0.2165 (0.2202) loss_rec_sfr: 0.2870 (0.2865) loss_cl: -0.2794 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [18:22:16.352430] Epoch: [241] [1700/2904] eta: 0:15:11 lr: 0.002007 loss: 0.1831 (0.1943) loss_rec_all: 0.2093 (0.2201) loss_rec_sfr: 0.2062 (0.2860) loss_cl: -0.2790 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [18:22:31.255771] Epoch: [241] [1720/2904] eta: 0:14:56 lr: 0.002007 loss: 0.1842 (0.1943) loss_rec_all: 0.2101 (0.2202) loss_rec_sfr: 0.2729 (0.2861) loss_cl: -0.2784 (-0.2788) time: 0.7451 data: 0.0003 max mem: 29860 [18:22:46.161806] Epoch: [241] [1740/2904] eta: 0:14:40 lr: 0.002007 loss: 0.1814 (0.1942) loss_rec_all: 0.2077 (0.2201) loss_rec_sfr: 0.2735 (0.2860) loss_cl: -0.2785 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [18:23:01.068134] Epoch: [241] [1760/2904] eta: 0:14:25 lr: 0.002007 loss: 0.1822 (0.1942) loss_rec_all: 0.2080 (0.2200) loss_rec_sfr: 0.2738 (0.2860) loss_cl: -0.2794 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [18:23:15.978216] Epoch: [241] [1780/2904] eta: 0:14:10 lr: 0.002007 loss: 0.1817 (0.1941) loss_rec_all: 0.2078 (0.2200) loss_rec_sfr: 0.2412 (0.2857) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [18:23:30.890947] Epoch: [241] [1800/2904] eta: 0:13:55 lr: 0.002007 loss: 0.1854 (0.1942) loss_rec_all: 0.2114 (0.2200) loss_rec_sfr: 0.2770 (0.2859) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [18:23:45.807473] Epoch: [241] [1820/2904] eta: 0:13:39 lr: 0.002007 loss: 0.1886 (0.1943) loss_rec_all: 0.2148 (0.2201) loss_rec_sfr: 0.2585 (0.2861) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [18:24:00.716729] Epoch: [241] [1840/2904] eta: 0:13:24 lr: 0.002007 loss: 0.1831 (0.1942) loss_rec_all: 0.2089 (0.2201) loss_rec_sfr: 0.2716 (0.2860) loss_cl: -0.2787 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [18:24:15.626623] Epoch: [241] [1860/2904] eta: 0:13:09 lr: 0.002007 loss: 0.1845 (0.1942) loss_rec_all: 0.2107 (0.2201) loss_rec_sfr: 0.2650 (0.2862) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [18:24:30.536512] Epoch: [241] [1880/2904] eta: 0:12:54 lr: 0.002007 loss: 0.1821 (0.1942) loss_rec_all: 0.2083 (0.2201) loss_rec_sfr: 0.2314 (0.2859) loss_cl: -0.2785 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [18:24:45.441586] Epoch: [241] [1900/2904] eta: 0:12:38 lr: 0.002007 loss: 0.1823 (0.1941) loss_rec_all: 0.2086 (0.2200) loss_rec_sfr: 0.2326 (0.2854) loss_cl: -0.2785 (-0.2788) time: 0.7452 data: 0.0003 max mem: 29860 [18:25:00.349293] Epoch: [241] [1920/2904] eta: 0:12:23 lr: 0.002007 loss: 0.1876 (0.1941) loss_rec_all: 0.2140 (0.2200) loss_rec_sfr: 0.2678 (0.2856) loss_cl: -0.2792 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [18:25:15.255421] Epoch: [241] [1940/2904] eta: 0:12:08 lr: 0.002007 loss: 0.1851 (0.1941) loss_rec_all: 0.2114 (0.2200) loss_rec_sfr: 0.2618 (0.2855) loss_cl: -0.2794 (-0.2788) time: 0.7453 data: 0.0004 max mem: 29860 [18:25:30.159799] Epoch: [241] [1960/2904] eta: 0:11:53 lr: 0.002007 loss: 0.1815 (0.1941) loss_rec_all: 0.2072 (0.2199) loss_rec_sfr: 0.2362 (0.2853) loss_cl: -0.2787 (-0.2788) time: 0.7452 data: 0.0004 max mem: 29860 [18:25:45.062758] Epoch: [241] [1980/2904] eta: 0:11:37 lr: 0.002007 loss: 0.1839 (0.1940) loss_rec_all: 0.2100 (0.2199) loss_rec_sfr: 0.2348 (0.2851) loss_cl: -0.2785 (-0.2788) time: 0.7451 data: 0.0003 max mem: 29860 [18:25:59.978938] Epoch: [241] [2000/2904] eta: 0:11:22 lr: 0.002007 loss: 0.1843 (0.1940) loss_rec_all: 0.2106 (0.2199) loss_rec_sfr: 0.2644 (0.2852) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [18:26:14.895860] Epoch: [241] [2020/2904] eta: 0:11:07 lr: 0.002007 loss: 0.1836 (0.1940) loss_rec_all: 0.2094 (0.2199) loss_rec_sfr: 0.2719 (0.2850) loss_cl: -0.2783 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [18:26:29.814672] Epoch: [241] [2040/2904] eta: 0:10:52 lr: 0.002007 loss: 0.1830 (0.1939) loss_rec_all: 0.2089 (0.2198) loss_rec_sfr: 0.2597 (0.2848) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [18:26:44.735594] Epoch: [241] [2060/2904] eta: 0:10:37 lr: 0.002006 loss: 0.1858 (0.1940) loss_rec_all: 0.2117 (0.2199) loss_rec_sfr: 0.2693 (0.2849) loss_cl: -0.2791 (-0.2788) time: 0.7460 data: 0.0004 max mem: 29860 [18:26:59.651633] Epoch: [241] [2080/2904] eta: 0:10:22 lr: 0.002006 loss: 0.1836 (0.1940) loss_rec_all: 0.2095 (0.2198) loss_rec_sfr: 0.2749 (0.2850) loss_cl: -0.2799 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [18:27:14.574215] Epoch: [241] [2100/2904] eta: 0:10:06 lr: 0.002006 loss: 0.1836 (0.1940) loss_rec_all: 0.2097 (0.2199) loss_rec_sfr: 0.2610 (0.2850) loss_cl: -0.2794 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [18:27:29.487794] Epoch: [241] [2120/2904] eta: 0:09:51 lr: 0.002006 loss: 0.1802 (0.1939) loss_rec_all: 0.2062 (0.2198) loss_rec_sfr: 0.2258 (0.2846) loss_cl: -0.2795 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [18:27:44.400003] Epoch: [241] [2140/2904] eta: 0:09:36 lr: 0.002006 loss: 0.1838 (0.1939) loss_rec_all: 0.2097 (0.2198) loss_rec_sfr: 0.2762 (0.2847) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [18:27:59.308137] Epoch: [241] [2160/2904] eta: 0:09:21 lr: 0.002006 loss: 0.1823 (0.1939) loss_rec_all: 0.2088 (0.2198) loss_rec_sfr: 0.2692 (0.2848) loss_cl: -0.2780 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [18:28:14.218549] Epoch: [241] [2180/2904] eta: 0:09:06 lr: 0.002006 loss: 0.1861 (0.1940) loss_rec_all: 0.2121 (0.2199) loss_rec_sfr: 0.2665 (0.2849) loss_cl: -0.2784 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [18:28:29.128475] Epoch: [241] [2200/2904] eta: 0:08:51 lr: 0.002006 loss: 0.1839 (0.1940) loss_rec_all: 0.2100 (0.2198) loss_rec_sfr: 0.2734 (0.2849) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [18:28:44.040559] Epoch: [241] [2220/2904] eta: 0:08:35 lr: 0.002006 loss: 0.1863 (0.1940) loss_rec_all: 0.2126 (0.2198) loss_rec_sfr: 0.2672 (0.2849) loss_cl: -0.2800 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [18:28:58.950401] Epoch: [241] [2240/2904] eta: 0:08:20 lr: 0.002006 loss: 0.1804 (0.1939) loss_rec_all: 0.2068 (0.2198) loss_rec_sfr: 0.2567 (0.2847) loss_cl: -0.2797 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [18:29:13.855649] Epoch: [241] [2260/2904] eta: 0:08:05 lr: 0.002006 loss: 0.1841 (0.1940) loss_rec_all: 0.2105 (0.2199) loss_rec_sfr: 0.2540 (0.2848) loss_cl: -0.2785 (-0.2788) time: 0.7452 data: 0.0003 max mem: 29860 [18:29:28.766909] Epoch: [241] [2280/2904] eta: 0:07:50 lr: 0.002006 loss: 0.1856 (0.1940) loss_rec_all: 0.2117 (0.2199) loss_rec_sfr: 0.2453 (0.2848) loss_cl: -0.2779 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [18:29:43.679901] Epoch: [241] [2300/2904] eta: 0:07:35 lr: 0.002006 loss: 0.1826 (0.1939) loss_rec_all: 0.2085 (0.2198) loss_rec_sfr: 0.2364 (0.2846) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [18:29:58.593397] Epoch: [241] [2320/2904] eta: 0:07:20 lr: 0.002006 loss: 0.1823 (0.1939) loss_rec_all: 0.2085 (0.2198) loss_rec_sfr: 0.2267 (0.2843) loss_cl: -0.2793 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [18:30:13.504598] Epoch: [241] [2340/2904] eta: 0:07:05 lr: 0.002006 loss: 0.1869 (0.1939) loss_rec_all: 0.2133 (0.2198) loss_rec_sfr: 0.2784 (0.2846) loss_cl: -0.2784 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [18:30:28.418984] Epoch: [241] [2360/2904] eta: 0:06:50 lr: 0.002006 loss: 0.1829 (0.1939) loss_rec_all: 0.2092 (0.2198) loss_rec_sfr: 0.2645 (0.2846) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [18:30:43.332090] Epoch: [241] [2380/2904] eta: 0:06:34 lr: 0.002006 loss: 0.1793 (0.1939) loss_rec_all: 0.2054 (0.2198) loss_rec_sfr: 0.2542 (0.2845) loss_cl: -0.2794 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [18:30:58.243521] Epoch: [241] [2400/2904] eta: 0:06:19 lr: 0.002006 loss: 0.1846 (0.1939) loss_rec_all: 0.2108 (0.2198) loss_rec_sfr: 0.2676 (0.2847) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [18:31:13.149030] Epoch: [241] [2420/2904] eta: 0:06:04 lr: 0.002006 loss: 0.1840 (0.1939) loss_rec_all: 0.2102 (0.2198) loss_rec_sfr: 0.2749 (0.2847) loss_cl: -0.2785 (-0.2788) time: 0.7452 data: 0.0003 max mem: 29860 [18:31:28.061756] Epoch: [241] [2440/2904] eta: 0:05:49 lr: 0.002006 loss: 0.1810 (0.1940) loss_rec_all: 0.2069 (0.2198) loss_rec_sfr: 0.2566 (0.2848) loss_cl: -0.2795 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [18:31:42.975566] Epoch: [241] [2460/2904] eta: 0:05:34 lr: 0.002006 loss: 0.1866 (0.1940) loss_rec_all: 0.2126 (0.2199) loss_rec_sfr: 0.2579 (0.2848) loss_cl: -0.2796 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [18:31:57.883655] Epoch: [241] [2480/2904] eta: 0:05:19 lr: 0.002006 loss: 0.1829 (0.1939) loss_rec_all: 0.2088 (0.2198) loss_rec_sfr: 0.2590 (0.2846) loss_cl: -0.2785 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [18:32:12.796122] Epoch: [241] [2500/2904] eta: 0:05:04 lr: 0.002006 loss: 0.1830 (0.1939) loss_rec_all: 0.2094 (0.2198) loss_rec_sfr: 0.2378 (0.2844) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [18:32:27.712228] Epoch: [241] [2520/2904] eta: 0:04:49 lr: 0.002006 loss: 0.1828 (0.1938) loss_rec_all: 0.2087 (0.2197) loss_rec_sfr: 0.2639 (0.2842) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [18:32:42.625959] Epoch: [241] [2540/2904] eta: 0:04:34 lr: 0.002006 loss: 0.1817 (0.1938) loss_rec_all: 0.2081 (0.2197) loss_rec_sfr: 0.2702 (0.2843) loss_cl: -0.2795 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [18:32:57.538212] Epoch: [241] [2560/2904] eta: 0:04:19 lr: 0.002006 loss: 0.1855 (0.1939) loss_rec_all: 0.2113 (0.2198) loss_rec_sfr: 0.2777 (0.2845) loss_cl: -0.2780 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [18:33:12.453841] Epoch: [241] [2580/2904] eta: 0:04:04 lr: 0.002006 loss: 0.1799 (0.1939) loss_rec_all: 0.2058 (0.2198) loss_rec_sfr: 0.2698 (0.2846) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [18:33:27.367295] Epoch: [241] [2600/2904] eta: 0:03:48 lr: 0.002006 loss: 0.1830 (0.1939) loss_rec_all: 0.2091 (0.2198) loss_rec_sfr: 0.2607 (0.2846) loss_cl: -0.2794 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [18:33:42.283861] Epoch: [241] [2620/2904] eta: 0:03:33 lr: 0.002006 loss: 0.1831 (0.1939) loss_rec_all: 0.2092 (0.2198) loss_rec_sfr: 0.2664 (0.2846) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [18:33:57.206010] Epoch: [241] [2640/2904] eta: 0:03:18 lr: 0.002006 loss: 0.1852 (0.1939) loss_rec_all: 0.2114 (0.2198) loss_rec_sfr: 0.2585 (0.2847) loss_cl: -0.2778 (-0.2788) time: 0.7461 data: 0.0004 max mem: 29860 [18:34:12.117391] Epoch: [241] [2660/2904] eta: 0:03:03 lr: 0.002006 loss: 0.1867 (0.1939) loss_rec_all: 0.2125 (0.2198) loss_rec_sfr: 0.2703 (0.2848) loss_cl: -0.2783 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [18:34:27.022960] Epoch: [241] [2680/2904] eta: 0:02:48 lr: 0.002006 loss: 0.1845 (0.1939) loss_rec_all: 0.2104 (0.2198) loss_rec_sfr: 0.2686 (0.2846) loss_cl: -0.2791 (-0.2788) time: 0.7452 data: 0.0003 max mem: 29860 [18:34:41.930866] Epoch: [241] [2700/2904] eta: 0:02:33 lr: 0.002006 loss: 0.1832 (0.1939) loss_rec_all: 0.2091 (0.2198) loss_rec_sfr: 0.2692 (0.2848) loss_cl: -0.2791 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [18:34:56.842181] Epoch: [241] [2720/2904] eta: 0:02:18 lr: 0.002006 loss: 0.1859 (0.1939) loss_rec_all: 0.2123 (0.2198) loss_rec_sfr: 0.2546 (0.2847) loss_cl: -0.2794 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [18:35:11.750760] Epoch: [241] [2740/2904] eta: 0:02:03 lr: 0.002006 loss: 0.1839 (0.1939) loss_rec_all: 0.2100 (0.2198) loss_rec_sfr: 0.2605 (0.2846) loss_cl: -0.2788 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [18:35:26.660768] Epoch: [241] [2760/2904] eta: 0:01:48 lr: 0.002006 loss: 0.1815 (0.1939) loss_rec_all: 0.2083 (0.2198) loss_rec_sfr: 0.2658 (0.2846) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [18:35:41.576533] Epoch: [241] [2780/2904] eta: 0:01:33 lr: 0.002006 loss: 0.1847 (0.1940) loss_rec_all: 0.2107 (0.2199) loss_rec_sfr: 0.2723 (0.2848) loss_cl: -0.2794 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [18:35:56.488131] Epoch: [241] [2800/2904] eta: 0:01:18 lr: 0.002006 loss: 0.1862 (0.1939) loss_rec_all: 0.2123 (0.2198) loss_rec_sfr: 0.2627 (0.2847) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [18:36:11.402022] Epoch: [241] [2820/2904] eta: 0:01:03 lr: 0.002006 loss: 0.1855 (0.1939) loss_rec_all: 0.2113 (0.2198) loss_rec_sfr: 0.2690 (0.2847) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [18:36:26.352516] Epoch: [241] [2840/2904] eta: 0:00:48 lr: 0.002005 loss: 0.1831 (0.1939) loss_rec_all: 0.2093 (0.2198) loss_rec_sfr: 0.2338 (0.2846) loss_cl: -0.2793 (-0.2788) time: 0.7475 data: 0.0030 max mem: 29860 [18:36:41.246666] Epoch: [241] [2860/2904] eta: 0:00:33 lr: 0.002005 loss: 0.1861 (0.1939) loss_rec_all: 0.2125 (0.2198) loss_rec_sfr: 0.2752 (0.2847) loss_cl: -0.2789 (-0.2788) time: 0.7447 data: 0.0001 max mem: 29860 [18:36:56.138500] Epoch: [241] [2880/2904] eta: 0:00:18 lr: 0.002005 loss: 0.1875 (0.1940) loss_rec_all: 0.2134 (0.2199) loss_rec_sfr: 0.2699 (0.2849) loss_cl: -0.2789 (-0.2788) time: 0.7446 data: 0.0001 max mem: 29860 [18:37:11.034342] Epoch: [241] [2900/2904] eta: 0:00:03 lr: 0.002005 loss: 0.1856 (0.1940) loss_rec_all: 0.2117 (0.2199) loss_rec_sfr: 0.2753 (0.2849) loss_cl: -0.2793 (-0.2788) time: 0.7447 data: 0.0001 max mem: 29860 [18:37:13.277511] Epoch: [241] [2903/2904] eta: 0:00:00 lr: 0.002005 loss: 0.1856 (0.1940) loss_rec_all: 0.2117 (0.2199) loss_rec_sfr: 0.2696 (0.2849) loss_cl: -0.2793 (-0.2788) time: 0.7448 data: 0.0001 max mem: 29860 [18:37:15.420462] Epoch: [241] Total time: 0:36:26 (0.7531 s / it) [18:37:15.421526] Averaged stats: lr: 0.002005 loss: 0.1856 (0.1964) loss_rec_all: 0.2117 (0.2199) loss_rec_sfr: 0.2696 (0.2853) loss_cl: -0.2793 (-0.2556) [18:37:15.426842] log_dir: ./checkpoint/VF2_ViT-B [18:37:31.818903] Epoch: [242] [ 0/2904] eta: 13:13:20 lr: 0.002005 loss: 0.1816 (0.1816) loss_rec_all: 0.2075 (0.2075) loss_rec_sfr: 0.2781 (0.2781) loss_cl: -0.2781 (-0.2781) time: 16.3912 data: 15.6573 max mem: 29860 [18:37:48.350306] Epoch: [242] [ 20/2904] eta: 1:15:21 lr: 0.002005 loss: 0.1850 (0.1944) loss_rec_all: 0.2111 (0.2203) loss_rec_sfr: 0.2702 (0.2986) loss_cl: -0.2796 (-0.2791) time: 0.8265 data: 0.0003 max mem: 29860 [18:38:03.231968] Epoch: [242] [ 40/2904] eta: 0:55:39 lr: 0.002005 loss: 0.1842 (0.1975) loss_rec_all: 0.2102 (0.2232) loss_rec_sfr: 0.2719 (0.3023) loss_cl: -0.2785 (-0.2788) time: 0.7440 data: 0.0004 max mem: 29860 [18:38:18.154963] Epoch: [242] [ 60/2904] eta: 0:48:44 lr: 0.002005 loss: 0.1823 (0.1946) loss_rec_all: 0.2086 (0.2205) loss_rec_sfr: 0.2672 (0.2911) loss_cl: -0.2789 (-0.2787) time: 0.7461 data: 0.0003 max mem: 29860 [18:38:33.057330] Epoch: [242] [ 80/2904] eta: 0:45:06 lr: 0.002005 loss: 0.1884 (0.1960) loss_rec_all: 0.2144 (0.2218) loss_rec_sfr: 0.2673 (0.2946) loss_cl: -0.2786 (-0.2787) time: 0.7451 data: 0.0003 max mem: 29860 [18:38:47.982379] Epoch: [242] [ 100/2904] eta: 0:42:49 lr: 0.002005 loss: 0.1850 (0.1947) loss_rec_all: 0.2112 (0.2206) loss_rec_sfr: 0.2600 (0.2902) loss_cl: -0.2791 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [18:39:02.890325] Epoch: [242] [ 120/2904] eta: 0:41:12 lr: 0.002005 loss: 0.1856 (0.1954) loss_rec_all: 0.2118 (0.2212) loss_rec_sfr: 0.2720 (0.2927) loss_cl: -0.2785 (-0.2787) time: 0.7454 data: 0.0004 max mem: 29860 [18:39:17.806559] Epoch: [242] [ 140/2904] eta: 0:39:58 lr: 0.002005 loss: 0.1855 (0.1951) loss_rec_all: 0.2116 (0.2209) loss_rec_sfr: 0.2621 (0.2903) loss_cl: -0.2786 (-0.2787) time: 0.7458 data: 0.0004 max mem: 29860 [18:39:32.720670] Epoch: [242] [ 160/2904] eta: 0:38:59 lr: 0.002005 loss: 0.1831 (0.1945) loss_rec_all: 0.2093 (0.2203) loss_rec_sfr: 0.2672 (0.2881) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [18:39:47.631797] Epoch: [242] [ 180/2904] eta: 0:38:10 lr: 0.002005 loss: 0.1831 (0.1949) loss_rec_all: 0.2092 (0.2208) loss_rec_sfr: 0.2677 (0.2891) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0004 max mem: 29860 [18:40:02.549369] Epoch: [242] [ 200/2904] eta: 0:37:28 lr: 0.002005 loss: 0.1844 (0.1950) loss_rec_all: 0.2106 (0.2209) loss_rec_sfr: 0.2577 (0.2888) loss_cl: -0.2784 (-0.2787) time: 0.7458 data: 0.0003 max mem: 29860 [18:40:17.454176] Epoch: [242] [ 220/2904] eta: 0:36:50 lr: 0.002005 loss: 0.1804 (0.1951) loss_rec_all: 0.2064 (0.2210) loss_rec_sfr: 0.2590 (0.2887) loss_cl: -0.2783 (-0.2787) time: 0.7452 data: 0.0003 max mem: 29860 [18:40:32.357254] Epoch: [242] [ 240/2904] eta: 0:36:16 lr: 0.002005 loss: 0.1868 (0.1956) loss_rec_all: 0.2129 (0.2214) loss_rec_sfr: 0.2696 (0.2899) loss_cl: -0.2791 (-0.2787) time: 0.7451 data: 0.0003 max mem: 29860 [18:40:47.263818] Epoch: [242] [ 260/2904] eta: 0:35:45 lr: 0.002005 loss: 0.1846 (0.1952) loss_rec_all: 0.2107 (0.2211) loss_rec_sfr: 0.2652 (0.2885) loss_cl: -0.2788 (-0.2788) time: 0.7452 data: 0.0004 max mem: 29860 [18:41:02.173071] Epoch: [242] [ 280/2904] eta: 0:35:17 lr: 0.002005 loss: 0.1803 (0.1947) loss_rec_all: 0.2065 (0.2205) loss_rec_sfr: 0.2336 (0.2868) loss_cl: -0.2787 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [18:41:17.075524] Epoch: [242] [ 300/2904] eta: 0:34:50 lr: 0.002005 loss: 0.1874 (0.1952) loss_rec_all: 0.2134 (0.2210) loss_rec_sfr: 0.2665 (0.2883) loss_cl: -0.2789 (-0.2788) time: 0.7451 data: 0.0003 max mem: 29860 [18:41:32.003706] Epoch: [242] [ 320/2904] eta: 0:34:25 lr: 0.002005 loss: 0.1871 (0.1956) loss_rec_all: 0.2128 (0.2214) loss_rec_sfr: 0.2696 (0.2900) loss_cl: -0.2790 (-0.2788) time: 0.7464 data: 0.0003 max mem: 29860 [18:41:46.909423] Epoch: [242] [ 340/2904] eta: 0:34:01 lr: 0.002005 loss: 0.1906 (0.1963) loss_rec_all: 0.2169 (0.2221) loss_rec_sfr: 0.2727 (0.2921) loss_cl: -0.2783 (-0.2787) time: 0.7452 data: 0.0003 max mem: 29860 [18:42:01.810284] Epoch: [242] [ 360/2904] eta: 0:33:37 lr: 0.002005 loss: 0.1844 (0.1961) loss_rec_all: 0.2105 (0.2219) loss_rec_sfr: 0.2648 (0.2916) loss_cl: -0.2782 (-0.2787) time: 0.7450 data: 0.0004 max mem: 29860 [18:42:16.720941] Epoch: [242] [ 380/2904] eta: 0:33:15 lr: 0.002005 loss: 0.1897 (0.1966) loss_rec_all: 0.2155 (0.2224) loss_rec_sfr: 0.2686 (0.2929) loss_cl: -0.2790 (-0.2787) time: 0.7455 data: 0.0003 max mem: 29860 [18:42:31.632238] Epoch: [242] [ 400/2904] eta: 0:32:54 lr: 0.002005 loss: 0.1895 (0.1968) loss_rec_all: 0.2158 (0.2226) loss_rec_sfr: 0.2628 (0.2935) loss_cl: -0.2793 (-0.2788) time: 0.7455 data: 0.0004 max mem: 29860 [18:42:46.538033] Epoch: [242] [ 420/2904] eta: 0:32:33 lr: 0.002005 loss: 0.1830 (0.1965) loss_rec_all: 0.2089 (0.2224) loss_rec_sfr: 0.2697 (0.2926) loss_cl: -0.2792 (-0.2788) time: 0.7452 data: 0.0003 max mem: 29860 [18:43:01.444727] Epoch: [242] [ 440/2904] eta: 0:32:13 lr: 0.002005 loss: 0.1882 (0.1966) loss_rec_all: 0.2143 (0.2224) loss_rec_sfr: 0.2698 (0.2929) loss_cl: -0.2787 (-0.2788) time: 0.7453 data: 0.0004 max mem: 29860 [18:43:16.352895] Epoch: [242] [ 460/2904] eta: 0:31:53 lr: 0.002005 loss: 0.1834 (0.1964) loss_rec_all: 0.2096 (0.2222) loss_rec_sfr: 0.2740 (0.2928) loss_cl: -0.2783 (-0.2787) time: 0.7454 data: 0.0003 max mem: 29860 [18:43:31.261956] Epoch: [242] [ 480/2904] eta: 0:31:33 lr: 0.002005 loss: 0.1824 (0.1963) loss_rec_all: 0.2087 (0.2221) loss_rec_sfr: 0.2763 (0.2927) loss_cl: -0.2794 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [18:43:46.181130] Epoch: [242] [ 500/2904] eta: 0:31:14 lr: 0.002005 loss: 0.1882 (0.1964) loss_rec_all: 0.2142 (0.2223) loss_rec_sfr: 0.2653 (0.2930) loss_cl: -0.2784 (-0.2787) time: 0.7459 data: 0.0003 max mem: 29860 [18:44:01.092109] Epoch: [242] [ 520/2904] eta: 0:30:56 lr: 0.002005 loss: 0.1857 (0.1964) loss_rec_all: 0.2115 (0.2222) loss_rec_sfr: 0.2766 (0.2929) loss_cl: -0.2785 (-0.2787) time: 0.7455 data: 0.0003 max mem: 29860 [18:44:16.000228] Epoch: [242] [ 540/2904] eta: 0:30:37 lr: 0.002005 loss: 0.1845 (0.1966) loss_rec_all: 0.2104 (0.2224) loss_rec_sfr: 0.2776 (0.2938) loss_cl: -0.2796 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [18:44:30.915074] Epoch: [242] [ 560/2904] eta: 0:30:19 lr: 0.002005 loss: 0.1823 (0.1966) loss_rec_all: 0.2083 (0.2224) loss_rec_sfr: 0.2684 (0.2939) loss_cl: -0.2796 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [18:44:45.831301] Epoch: [242] [ 580/2904] eta: 0:30:01 lr: 0.002005 loss: 0.1819 (0.1967) loss_rec_all: 0.2083 (0.2225) loss_rec_sfr: 0.2543 (0.2939) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [18:45:00.736272] Epoch: [242] [ 600/2904] eta: 0:29:43 lr: 0.002005 loss: 0.1823 (0.1965) loss_rec_all: 0.2080 (0.2223) loss_rec_sfr: 0.2585 (0.2933) loss_cl: -0.2784 (-0.2788) time: 0.7452 data: 0.0003 max mem: 29860 [18:45:15.641441] Epoch: [242] [ 620/2904] eta: 0:29:26 lr: 0.002005 loss: 0.1871 (0.1964) loss_rec_all: 0.2129 (0.2223) loss_rec_sfr: 0.2755 (0.2934) loss_cl: -0.2794 (-0.2788) time: 0.7452 data: 0.0003 max mem: 29860 [18:45:30.549981] Epoch: [242] [ 640/2904] eta: 0:29:08 lr: 0.002005 loss: 0.1828 (0.1967) loss_rec_all: 0.2089 (0.2225) loss_rec_sfr: 0.2570 (0.2938) loss_cl: -0.2792 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [18:45:45.454961] Epoch: [242] [ 660/2904] eta: 0:28:51 lr: 0.002005 loss: 0.1834 (0.1964) loss_rec_all: 0.2098 (0.2223) loss_rec_sfr: 0.2637 (0.2929) loss_cl: -0.2792 (-0.2788) time: 0.7452 data: 0.0003 max mem: 29860 [18:46:00.361739] Epoch: [242] [ 680/2904] eta: 0:28:34 lr: 0.002005 loss: 0.1849 (0.1965) loss_rec_all: 0.2108 (0.2224) loss_rec_sfr: 0.2605 (0.2930) loss_cl: -0.2793 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [18:46:15.264076] Epoch: [242] [ 700/2904] eta: 0:28:17 lr: 0.002005 loss: 0.1831 (0.1966) loss_rec_all: 0.2089 (0.2224) loss_rec_sfr: 0.2755 (0.2934) loss_cl: -0.2778 (-0.2788) time: 0.7451 data: 0.0003 max mem: 29860 [18:46:30.167268] Epoch: [242] [ 720/2904] eta: 0:28:00 lr: 0.002004 loss: 0.1806 (0.1963) loss_rec_all: 0.2064 (0.2222) loss_rec_sfr: 0.2674 (0.2928) loss_cl: -0.2783 (-0.2788) time: 0.7451 data: 0.0003 max mem: 29860 [18:46:45.076233] Epoch: [242] [ 740/2904] eta: 0:27:43 lr: 0.002004 loss: 0.1835 (0.1963) loss_rec_all: 0.2098 (0.2221) loss_rec_sfr: 0.2439 (0.2926) loss_cl: -0.2788 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [18:46:59.991314] Epoch: [242] [ 760/2904] eta: 0:27:26 lr: 0.002004 loss: 0.1842 (0.1961) loss_rec_all: 0.2102 (0.2220) loss_rec_sfr: 0.2664 (0.2922) loss_cl: -0.2804 (-0.2788) time: 0.7457 data: 0.0004 max mem: 29860 [18:47:14.903847] Epoch: [242] [ 780/2904] eta: 0:27:10 lr: 0.002004 loss: 0.1820 (0.1961) loss_rec_all: 0.2085 (0.2219) loss_rec_sfr: 0.2509 (0.2921) loss_cl: -0.2798 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [18:47:29.823170] Epoch: [242] [ 800/2904] eta: 0:26:53 lr: 0.002004 loss: 0.1837 (0.1959) loss_rec_all: 0.2100 (0.2218) loss_rec_sfr: 0.2641 (0.2916) loss_cl: -0.2784 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [18:47:44.739819] Epoch: [242] [ 820/2904] eta: 0:26:37 lr: 0.002004 loss: 0.1851 (0.1958) loss_rec_all: 0.2110 (0.2216) loss_rec_sfr: 0.2632 (0.2910) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [18:47:59.661730] Epoch: [242] [ 840/2904] eta: 0:26:20 lr: 0.002004 loss: 0.1870 (0.1960) loss_rec_all: 0.2134 (0.2219) loss_rec_sfr: 0.2587 (0.2917) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [18:48:14.576354] Epoch: [242] [ 860/2904] eta: 0:26:04 lr: 0.002004 loss: 0.1869 (0.1960) loss_rec_all: 0.2132 (0.2219) loss_rec_sfr: 0.2623 (0.2916) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [18:48:29.491032] Epoch: [242] [ 880/2904] eta: 0:25:48 lr: 0.002004 loss: 0.1837 (0.1960) loss_rec_all: 0.2096 (0.2219) loss_rec_sfr: 0.2626 (0.2915) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [18:48:44.404999] Epoch: [242] [ 900/2904] eta: 0:25:32 lr: 0.002004 loss: 0.1821 (0.1959) loss_rec_all: 0.2083 (0.2218) loss_rec_sfr: 0.2666 (0.2910) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [18:48:59.317218] Epoch: [242] [ 920/2904] eta: 0:25:16 lr: 0.002004 loss: 0.1836 (0.1960) loss_rec_all: 0.2095 (0.2218) loss_rec_sfr: 0.2792 (0.2914) loss_cl: -0.2784 (-0.2788) time: 0.7456 data: 0.0004 max mem: 29860 [18:49:14.229312] Epoch: [242] [ 940/2904] eta: 0:25:00 lr: 0.002004 loss: 0.1813 (0.1958) loss_rec_all: 0.2079 (0.2216) loss_rec_sfr: 0.2633 (0.2908) loss_cl: -0.2793 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [18:49:29.134832] Epoch: [242] [ 960/2904] eta: 0:24:44 lr: 0.002004 loss: 0.1834 (0.1957) loss_rec_all: 0.2093 (0.2215) loss_rec_sfr: 0.2633 (0.2904) loss_cl: -0.2791 (-0.2788) time: 0.7452 data: 0.0003 max mem: 29860 [18:49:44.042525] Epoch: [242] [ 980/2904] eta: 0:24:28 lr: 0.002004 loss: 0.1834 (0.1956) loss_rec_all: 0.2091 (0.2215) loss_rec_sfr: 0.2651 (0.2902) loss_cl: -0.2789 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [18:49:59.089084] Epoch: [242] [1000/2904] eta: 0:24:12 lr: 0.002004 loss: 0.1890 (0.1957) loss_rec_all: 0.2148 (0.2215) loss_rec_sfr: 0.2757 (0.2907) loss_cl: -0.2786 (-0.2788) time: 0.7523 data: 0.0003 max mem: 29860 [18:50:14.002357] Epoch: [242] [1020/2904] eta: 0:23:56 lr: 0.002004 loss: 0.1801 (0.1956) loss_rec_all: 0.2066 (0.2214) loss_rec_sfr: 0.2677 (0.2904) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [18:50:28.907085] Epoch: [242] [1040/2904] eta: 0:23:40 lr: 0.002004 loss: 0.1858 (0.1955) loss_rec_all: 0.2117 (0.2214) loss_rec_sfr: 0.2573 (0.2901) loss_cl: -0.2797 (-0.2788) time: 0.7452 data: 0.0004 max mem: 29860 [18:50:43.818652] Epoch: [242] [1060/2904] eta: 0:23:24 lr: 0.002004 loss: 0.1871 (0.1956) loss_rec_all: 0.2129 (0.2215) loss_rec_sfr: 0.2795 (0.2905) loss_cl: -0.2794 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [18:50:58.732341] Epoch: [242] [1080/2904] eta: 0:23:09 lr: 0.002004 loss: 0.1804 (0.1956) loss_rec_all: 0.2068 (0.2215) loss_rec_sfr: 0.2596 (0.2904) loss_cl: -0.2780 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [18:51:13.640370] Epoch: [242] [1100/2904] eta: 0:22:53 lr: 0.002004 loss: 0.1846 (0.1956) loss_rec_all: 0.2103 (0.2215) loss_rec_sfr: 0.2718 (0.2907) loss_cl: -0.2794 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [18:51:28.555361] Epoch: [242] [1120/2904] eta: 0:22:37 lr: 0.002004 loss: 0.1791 (0.1954) loss_rec_all: 0.2052 (0.2213) loss_rec_sfr: 0.2398 (0.2897) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [18:51:43.472074] Epoch: [242] [1140/2904] eta: 0:22:21 lr: 0.002004 loss: 0.1799 (0.1953) loss_rec_all: 0.2060 (0.2211) loss_rec_sfr: 0.2286 (0.2891) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [18:51:58.399420] Epoch: [242] [1160/2904] eta: 0:22:06 lr: 0.002004 loss: 0.1845 (0.1952) loss_rec_all: 0.2106 (0.2211) loss_rec_sfr: 0.2556 (0.2889) loss_cl: -0.2772 (-0.2788) time: 0.7463 data: 0.0003 max mem: 29860 [18:52:13.316113] Epoch: [242] [1180/2904] eta: 0:21:50 lr: 0.002004 loss: 0.1847 (0.1952) loss_rec_all: 0.2109 (0.2211) loss_rec_sfr: 0.2750 (0.2889) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [18:52:28.228625] Epoch: [242] [1200/2904] eta: 0:21:35 lr: 0.002004 loss: 0.1866 (0.1952) loss_rec_all: 0.2127 (0.2211) loss_rec_sfr: 0.2716 (0.2889) loss_cl: -0.2796 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [18:52:43.138815] Epoch: [242] [1220/2904] eta: 0:21:19 lr: 0.002004 loss: 0.1828 (0.1953) loss_rec_all: 0.2094 (0.2212) loss_rec_sfr: 0.2655 (0.2892) loss_cl: -0.2791 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [18:52:58.046989] Epoch: [242] [1240/2904] eta: 0:21:03 lr: 0.002004 loss: 0.1847 (0.1954) loss_rec_all: 0.2109 (0.2212) loss_rec_sfr: 0.2582 (0.2892) loss_cl: -0.2787 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [18:53:12.958392] Epoch: [242] [1260/2904] eta: 0:20:48 lr: 0.002004 loss: 0.1864 (0.1954) loss_rec_all: 0.2123 (0.2212) loss_rec_sfr: 0.2703 (0.2892) loss_cl: -0.2793 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [18:53:27.866047] Epoch: [242] [1280/2904] eta: 0:20:32 lr: 0.002004 loss: 0.1835 (0.1953) loss_rec_all: 0.2098 (0.2211) loss_rec_sfr: 0.2633 (0.2889) loss_cl: -0.2788 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [18:53:42.778212] Epoch: [242] [1300/2904] eta: 0:20:17 lr: 0.002004 loss: 0.1851 (0.1952) loss_rec_all: 0.2111 (0.2211) loss_rec_sfr: 0.2680 (0.2886) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0004 max mem: 29860 [18:53:57.695041] Epoch: [242] [1320/2904] eta: 0:20:01 lr: 0.002004 loss: 0.1861 (0.1952) loss_rec_all: 0.2121 (0.2210) loss_rec_sfr: 0.2570 (0.2885) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [18:54:12.609669] Epoch: [242] [1340/2904] eta: 0:19:46 lr: 0.002004 loss: 0.1853 (0.1951) loss_rec_all: 0.2111 (0.2209) loss_rec_sfr: 0.2690 (0.2883) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [18:54:27.523765] Epoch: [242] [1360/2904] eta: 0:19:30 lr: 0.002004 loss: 0.1815 (0.1949) loss_rec_all: 0.2075 (0.2208) loss_rec_sfr: 0.2661 (0.2880) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [18:54:42.432550] Epoch: [242] [1380/2904] eta: 0:19:15 lr: 0.002004 loss: 0.1814 (0.1948) loss_rec_all: 0.2077 (0.2207) loss_rec_sfr: 0.2663 (0.2876) loss_cl: -0.2795 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [18:54:57.339793] Epoch: [242] [1400/2904] eta: 0:18:59 lr: 0.002004 loss: 0.1897 (0.1948) loss_rec_all: 0.2160 (0.2207) loss_rec_sfr: 0.2629 (0.2874) loss_cl: -0.2791 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [18:55:12.247530] Epoch: [242] [1420/2904] eta: 0:18:44 lr: 0.002004 loss: 0.1828 (0.1949) loss_rec_all: 0.2088 (0.2207) loss_rec_sfr: 0.2698 (0.2875) loss_cl: -0.2788 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [18:55:27.154490] Epoch: [242] [1440/2904] eta: 0:18:29 lr: 0.002004 loss: 0.1848 (0.1949) loss_rec_all: 0.2106 (0.2208) loss_rec_sfr: 0.2667 (0.2876) loss_cl: -0.2783 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [18:55:42.059557] Epoch: [242] [1460/2904] eta: 0:18:13 lr: 0.002004 loss: 0.1776 (0.1948) loss_rec_all: 0.2039 (0.2207) loss_rec_sfr: 0.2225 (0.2871) loss_cl: -0.2783 (-0.2788) time: 0.7452 data: 0.0003 max mem: 29860 [18:55:56.967657] Epoch: [242] [1480/2904] eta: 0:17:58 lr: 0.002004 loss: 0.1866 (0.1949) loss_rec_all: 0.2127 (0.2207) loss_rec_sfr: 0.2622 (0.2873) loss_cl: -0.2780 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [18:56:11.876402] Epoch: [242] [1500/2904] eta: 0:17:42 lr: 0.002004 loss: 0.1828 (0.1948) loss_rec_all: 0.2087 (0.2207) loss_rec_sfr: 0.2601 (0.2872) loss_cl: -0.2791 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [18:56:26.788695] Epoch: [242] [1520/2904] eta: 0:17:27 lr: 0.002003 loss: 0.1834 (0.1949) loss_rec_all: 0.2100 (0.2207) loss_rec_sfr: 0.2695 (0.2873) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [18:56:41.700287] Epoch: [242] [1540/2904] eta: 0:17:12 lr: 0.002003 loss: 0.1839 (0.1948) loss_rec_all: 0.2103 (0.2207) loss_rec_sfr: 0.2503 (0.2870) loss_cl: -0.2792 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [18:56:56.606416] Epoch: [242] [1560/2904] eta: 0:16:56 lr: 0.002003 loss: 0.1831 (0.1949) loss_rec_all: 0.2093 (0.2207) loss_rec_sfr: 0.2660 (0.2871) loss_cl: -0.2783 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [18:57:11.512968] Epoch: [242] [1580/2904] eta: 0:16:41 lr: 0.002003 loss: 0.1823 (0.1948) loss_rec_all: 0.2089 (0.2206) loss_rec_sfr: 0.2571 (0.2867) loss_cl: -0.2790 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [18:57:26.428006] Epoch: [242] [1600/2904] eta: 0:16:26 lr: 0.002003 loss: 0.1858 (0.1949) loss_rec_all: 0.2119 (0.2207) loss_rec_sfr: 0.2780 (0.2871) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0004 max mem: 29860 [18:57:41.349105] Epoch: [242] [1620/2904] eta: 0:16:10 lr: 0.002003 loss: 0.1853 (0.1950) loss_rec_all: 0.2113 (0.2208) loss_rec_sfr: 0.2748 (0.2875) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [18:57:56.266393] Epoch: [242] [1640/2904] eta: 0:15:55 lr: 0.002003 loss: 0.1879 (0.1951) loss_rec_all: 0.2140 (0.2209) loss_rec_sfr: 0.2685 (0.2879) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [18:58:11.181356] Epoch: [242] [1660/2904] eta: 0:15:40 lr: 0.002003 loss: 0.1842 (0.1951) loss_rec_all: 0.2100 (0.2209) loss_rec_sfr: 0.2739 (0.2879) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0004 max mem: 29860 [18:58:26.096712] Epoch: [242] [1680/2904] eta: 0:15:25 lr: 0.002003 loss: 0.1838 (0.1950) loss_rec_all: 0.2103 (0.2209) loss_rec_sfr: 0.2663 (0.2878) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [18:58:41.021983] Epoch: [242] [1700/2904] eta: 0:15:09 lr: 0.002003 loss: 0.1831 (0.1950) loss_rec_all: 0.2090 (0.2208) loss_rec_sfr: 0.2542 (0.2875) loss_cl: -0.2788 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [18:58:55.939787] Epoch: [242] [1720/2904] eta: 0:14:54 lr: 0.002003 loss: 0.1828 (0.1949) loss_rec_all: 0.2094 (0.2207) loss_rec_sfr: 0.2285 (0.2870) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [18:59:10.858318] Epoch: [242] [1740/2904] eta: 0:14:39 lr: 0.002003 loss: 0.1804 (0.1947) loss_rec_all: 0.2067 (0.2206) loss_rec_sfr: 0.2272 (0.2866) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [18:59:25.775925] Epoch: [242] [1760/2904] eta: 0:14:24 lr: 0.002003 loss: 0.1850 (0.1948) loss_rec_all: 0.2112 (0.2206) loss_rec_sfr: 0.2743 (0.2867) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [18:59:40.685943] Epoch: [242] [1780/2904] eta: 0:14:08 lr: 0.002003 loss: 0.1802 (0.1947) loss_rec_all: 0.2063 (0.2206) loss_rec_sfr: 0.2598 (0.2866) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [18:59:55.590919] Epoch: [242] [1800/2904] eta: 0:13:53 lr: 0.002003 loss: 0.1830 (0.1947) loss_rec_all: 0.2093 (0.2206) loss_rec_sfr: 0.2394 (0.2866) loss_cl: -0.2783 (-0.2788) time: 0.7452 data: 0.0003 max mem: 29860 [19:00:10.501605] Epoch: [242] [1820/2904] eta: 0:13:38 lr: 0.002003 loss: 0.1858 (0.1948) loss_rec_all: 0.2116 (0.2207) loss_rec_sfr: 0.2766 (0.2868) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [19:00:25.411699] Epoch: [242] [1840/2904] eta: 0:13:23 lr: 0.002003 loss: 0.1829 (0.1948) loss_rec_all: 0.2095 (0.2207) loss_rec_sfr: 0.2349 (0.2867) loss_cl: -0.2795 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [19:00:40.318558] Epoch: [242] [1860/2904] eta: 0:13:08 lr: 0.002003 loss: 0.1808 (0.1947) loss_rec_all: 0.2069 (0.2206) loss_rec_sfr: 0.2449 (0.2865) loss_cl: -0.2789 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [19:00:55.228694] Epoch: [242] [1880/2904] eta: 0:12:52 lr: 0.002003 loss: 0.1830 (0.1947) loss_rec_all: 0.2095 (0.2206) loss_rec_sfr: 0.2569 (0.2863) loss_cl: -0.2784 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [19:01:10.134256] Epoch: [242] [1900/2904] eta: 0:12:37 lr: 0.002003 loss: 0.1884 (0.1948) loss_rec_all: 0.2145 (0.2207) loss_rec_sfr: 0.2676 (0.2865) loss_cl: -0.2784 (-0.2788) time: 0.7452 data: 0.0003 max mem: 29860 [19:01:25.041988] Epoch: [242] [1920/2904] eta: 0:12:22 lr: 0.002003 loss: 0.1858 (0.1948) loss_rec_all: 0.2119 (0.2206) loss_rec_sfr: 0.2647 (0.2864) loss_cl: -0.2793 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [19:01:39.956439] Epoch: [242] [1940/2904] eta: 0:12:07 lr: 0.002003 loss: 0.1832 (0.1948) loss_rec_all: 0.2093 (0.2207) loss_rec_sfr: 0.2619 (0.2864) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [19:01:54.862517] Epoch: [242] [1960/2904] eta: 0:11:52 lr: 0.002003 loss: 0.1861 (0.1948) loss_rec_all: 0.2119 (0.2207) loss_rec_sfr: 0.2668 (0.2865) loss_cl: -0.2784 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [19:02:09.771019] Epoch: [242] [1980/2904] eta: 0:11:36 lr: 0.002003 loss: 0.1784 (0.1947) loss_rec_all: 0.2049 (0.2206) loss_rec_sfr: 0.2202 (0.2861) loss_cl: -0.2794 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [19:02:24.682314] Epoch: [242] [2000/2904] eta: 0:11:21 lr: 0.002003 loss: 0.1877 (0.1948) loss_rec_all: 0.2137 (0.2207) loss_rec_sfr: 0.2777 (0.2863) loss_cl: -0.2801 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [19:02:39.596587] Epoch: [242] [2020/2904] eta: 0:11:06 lr: 0.002003 loss: 0.1856 (0.1949) loss_rec_all: 0.2115 (0.2208) loss_rec_sfr: 0.2672 (0.2866) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [19:02:54.509258] Epoch: [242] [2040/2904] eta: 0:10:51 lr: 0.002003 loss: 0.1818 (0.1949) loss_rec_all: 0.2078 (0.2208) loss_rec_sfr: 0.2677 (0.2867) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [19:03:09.418316] Epoch: [242] [2060/2904] eta: 0:10:36 lr: 0.002003 loss: 0.1903 (0.1949) loss_rec_all: 0.2159 (0.2208) loss_rec_sfr: 0.2661 (0.2867) loss_cl: -0.2778 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [19:03:24.328409] Epoch: [242] [2080/2904] eta: 0:10:21 lr: 0.002003 loss: 0.1826 (0.1949) loss_rec_all: 0.2090 (0.2208) loss_rec_sfr: 0.2616 (0.2865) loss_cl: -0.2782 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [19:03:39.244204] Epoch: [242] [2100/2904] eta: 0:10:06 lr: 0.002003 loss: 0.1839 (0.1948) loss_rec_all: 0.2101 (0.2207) loss_rec_sfr: 0.2616 (0.2864) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [19:03:54.156667] Epoch: [242] [2120/2904] eta: 0:09:50 lr: 0.002003 loss: 0.1891 (0.1948) loss_rec_all: 0.2155 (0.2207) loss_rec_sfr: 0.2637 (0.2863) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [19:04:09.066768] Epoch: [242] [2140/2904] eta: 0:09:35 lr: 0.002003 loss: 0.1855 (0.1949) loss_rec_all: 0.2118 (0.2207) loss_rec_sfr: 0.2673 (0.2864) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [19:04:23.977934] Epoch: [242] [2160/2904] eta: 0:09:20 lr: 0.002003 loss: 0.1838 (0.1948) loss_rec_all: 0.2098 (0.2207) loss_rec_sfr: 0.2585 (0.2862) loss_cl: -0.2783 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [19:04:38.884580] Epoch: [242] [2180/2904] eta: 0:09:05 lr: 0.002003 loss: 0.1820 (0.1948) loss_rec_all: 0.2085 (0.2206) loss_rec_sfr: 0.2665 (0.2860) loss_cl: -0.2785 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [19:04:53.797001] Epoch: [242] [2200/2904] eta: 0:08:50 lr: 0.002003 loss: 0.1839 (0.1948) loss_rec_all: 0.2098 (0.2207) loss_rec_sfr: 0.2683 (0.2862) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [19:05:08.710207] Epoch: [242] [2220/2904] eta: 0:08:35 lr: 0.002003 loss: 0.1871 (0.1948) loss_rec_all: 0.2132 (0.2207) loss_rec_sfr: 0.2646 (0.2863) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [19:05:23.620467] Epoch: [242] [2240/2904] eta: 0:08:20 lr: 0.002003 loss: 0.1821 (0.1948) loss_rec_all: 0.2083 (0.2207) loss_rec_sfr: 0.2671 (0.2863) loss_cl: -0.2782 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [19:05:38.536846] Epoch: [242] [2260/2904] eta: 0:08:05 lr: 0.002003 loss: 0.1830 (0.1949) loss_rec_all: 0.2090 (0.2207) loss_rec_sfr: 0.2601 (0.2865) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [19:05:53.455877] Epoch: [242] [2280/2904] eta: 0:07:49 lr: 0.002003 loss: 0.1830 (0.1948) loss_rec_all: 0.2089 (0.2207) loss_rec_sfr: 0.2675 (0.2863) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [19:06:08.372775] Epoch: [242] [2300/2904] eta: 0:07:34 lr: 0.002002 loss: 0.1827 (0.1947) loss_rec_all: 0.2092 (0.2206) loss_rec_sfr: 0.2613 (0.2861) loss_cl: -0.2794 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [19:06:23.288149] Epoch: [242] [2320/2904] eta: 0:07:19 lr: 0.002002 loss: 0.1895 (0.1948) loss_rec_all: 0.2156 (0.2207) loss_rec_sfr: 0.2749 (0.2864) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [19:06:38.202769] Epoch: [242] [2340/2904] eta: 0:07:04 lr: 0.002002 loss: 0.1833 (0.1948) loss_rec_all: 0.2097 (0.2207) loss_rec_sfr: 0.2660 (0.2863) loss_cl: -0.2793 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [19:06:53.116927] Epoch: [242] [2360/2904] eta: 0:06:49 lr: 0.002002 loss: 0.1855 (0.1948) loss_rec_all: 0.2116 (0.2207) loss_rec_sfr: 0.2805 (0.2865) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [19:07:08.034641] Epoch: [242] [2380/2904] eta: 0:06:34 lr: 0.002002 loss: 0.1829 (0.1948) loss_rec_all: 0.2092 (0.2207) loss_rec_sfr: 0.2673 (0.2866) loss_cl: -0.2781 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [19:07:22.945479] Epoch: [242] [2400/2904] eta: 0:06:19 lr: 0.002002 loss: 0.1839 (0.1947) loss_rec_all: 0.2099 (0.2206) loss_rec_sfr: 0.2561 (0.2862) loss_cl: -0.2795 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [19:07:37.856639] Epoch: [242] [2420/2904] eta: 0:06:04 lr: 0.002002 loss: 0.1794 (0.1947) loss_rec_all: 0.2060 (0.2206) loss_rec_sfr: 0.2606 (0.2861) loss_cl: -0.2793 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [19:07:52.763303] Epoch: [242] [2440/2904] eta: 0:05:49 lr: 0.002002 loss: 0.1833 (0.1947) loss_rec_all: 0.2098 (0.2206) loss_rec_sfr: 0.2606 (0.2861) loss_cl: -0.2788 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [19:08:07.684756] Epoch: [242] [2460/2904] eta: 0:05:34 lr: 0.002002 loss: 0.1807 (0.1946) loss_rec_all: 0.2072 (0.2205) loss_rec_sfr: 0.2332 (0.2859) loss_cl: -0.2794 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [19:08:22.592398] Epoch: [242] [2480/2904] eta: 0:05:19 lr: 0.002002 loss: 0.1852 (0.1946) loss_rec_all: 0.2110 (0.2205) loss_rec_sfr: 0.2682 (0.2860) loss_cl: -0.2778 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [19:08:37.505292] Epoch: [242] [2500/2904] eta: 0:05:04 lr: 0.002002 loss: 0.1842 (0.1947) loss_rec_all: 0.2109 (0.2206) loss_rec_sfr: 0.2310 (0.2861) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [19:08:52.412634] Epoch: [242] [2520/2904] eta: 0:04:48 lr: 0.002002 loss: 0.1858 (0.1948) loss_rec_all: 0.2119 (0.2206) loss_rec_sfr: 0.2802 (0.2864) loss_cl: -0.2791 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [19:09:07.326043] Epoch: [242] [2540/2904] eta: 0:04:33 lr: 0.002002 loss: 0.1829 (0.1948) loss_rec_all: 0.2087 (0.2206) loss_rec_sfr: 0.2703 (0.2864) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [19:09:22.235060] Epoch: [242] [2560/2904] eta: 0:04:18 lr: 0.002002 loss: 0.1908 (0.1949) loss_rec_all: 0.2170 (0.2207) loss_rec_sfr: 0.2781 (0.2868) loss_cl: -0.2778 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [19:09:37.142335] Epoch: [242] [2580/2904] eta: 0:04:03 lr: 0.002002 loss: 0.1815 (0.1948) loss_rec_all: 0.2072 (0.2207) loss_rec_sfr: 0.2701 (0.2866) loss_cl: -0.2782 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [19:09:52.045940] Epoch: [242] [2600/2904] eta: 0:03:48 lr: 0.002002 loss: 0.1863 (0.1949) loss_rec_all: 0.2122 (0.2207) loss_rec_sfr: 0.2697 (0.2868) loss_cl: -0.2782 (-0.2788) time: 0.7451 data: 0.0003 max mem: 29860 [19:10:06.954797] Epoch: [242] [2620/2904] eta: 0:03:33 lr: 0.002002 loss: 0.1804 (0.1948) loss_rec_all: 0.2070 (0.2207) loss_rec_sfr: 0.2288 (0.2866) loss_cl: -0.2791 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [19:10:21.867737] Epoch: [242] [2640/2904] eta: 0:03:18 lr: 0.002002 loss: 0.1839 (0.1949) loss_rec_all: 0.2100 (0.2207) loss_rec_sfr: 0.2691 (0.2868) loss_cl: -0.2800 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [19:10:36.781205] Epoch: [242] [2660/2904] eta: 0:03:03 lr: 0.002002 loss: 0.1853 (0.1948) loss_rec_all: 0.2117 (0.2207) loss_rec_sfr: 0.2629 (0.2866) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [19:10:51.691289] Epoch: [242] [2680/2904] eta: 0:02:48 lr: 0.002002 loss: 0.1834 (0.1948) loss_rec_all: 0.2098 (0.2206) loss_rec_sfr: 0.2697 (0.2865) loss_cl: -0.2785 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [19:11:06.608552] Epoch: [242] [2700/2904] eta: 0:02:33 lr: 0.002002 loss: 0.1808 (0.1947) loss_rec_all: 0.2067 (0.2206) loss_rec_sfr: 0.2662 (0.2864) loss_cl: -0.2778 (-0.2788) time: 0.7458 data: 0.0004 max mem: 29860 [19:11:21.522237] Epoch: [242] [2720/2904] eta: 0:02:18 lr: 0.002002 loss: 0.1812 (0.1947) loss_rec_all: 0.2076 (0.2206) loss_rec_sfr: 0.2746 (0.2865) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [19:11:36.443487] Epoch: [242] [2740/2904] eta: 0:02:03 lr: 0.002002 loss: 0.1877 (0.1948) loss_rec_all: 0.2139 (0.2207) loss_rec_sfr: 0.2718 (0.2867) loss_cl: -0.2796 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [19:11:51.353360] Epoch: [242] [2760/2904] eta: 0:01:48 lr: 0.002002 loss: 0.1822 (0.1948) loss_rec_all: 0.2087 (0.2207) loss_rec_sfr: 0.2714 (0.2868) loss_cl: -0.2791 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [19:12:06.263301] Epoch: [242] [2780/2904] eta: 0:01:33 lr: 0.002002 loss: 0.1816 (0.1947) loss_rec_all: 0.2079 (0.2206) loss_rec_sfr: 0.2347 (0.2865) loss_cl: -0.2784 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [19:12:21.170346] Epoch: [242] [2800/2904] eta: 0:01:18 lr: 0.002002 loss: 0.1869 (0.1947) loss_rec_all: 0.2129 (0.2206) loss_rec_sfr: 0.2736 (0.2866) loss_cl: -0.2788 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [19:12:36.070466] Epoch: [242] [2820/2904] eta: 0:01:03 lr: 0.002002 loss: 0.1801 (0.1947) loss_rec_all: 0.2063 (0.2206) loss_rec_sfr: 0.2277 (0.2864) loss_cl: -0.2791 (-0.2788) time: 0.7449 data: 0.0003 max mem: 29860 [19:12:51.047496] Epoch: [242] [2840/2904] eta: 0:00:48 lr: 0.002002 loss: 0.1838 (0.1947) loss_rec_all: 0.2101 (0.2206) loss_rec_sfr: 0.2658 (0.2865) loss_cl: -0.2789 (-0.2788) time: 0.7488 data: 0.0047 max mem: 29860 [19:13:05.930069] Epoch: [242] [2860/2904] eta: 0:00:33 lr: 0.002002 loss: 0.1808 (0.1947) loss_rec_all: 0.2069 (0.2206) loss_rec_sfr: 0.2695 (0.2865) loss_cl: -0.2788 (-0.2788) time: 0.7441 data: 0.0001 max mem: 29860 [19:13:20.822937] Epoch: [242] [2880/2904] eta: 0:00:18 lr: 0.002002 loss: 0.1824 (0.1946) loss_rec_all: 0.2084 (0.2205) loss_rec_sfr: 0.2678 (0.2863) loss_cl: -0.2793 (-0.2788) time: 0.7446 data: 0.0001 max mem: 29860 [19:13:35.717054] Epoch: [242] [2900/2904] eta: 0:00:03 lr: 0.002002 loss: 0.1824 (0.1947) loss_rec_all: 0.2082 (0.2205) loss_rec_sfr: 0.2655 (0.2863) loss_cl: -0.2793 (-0.2788) time: 0.7447 data: 0.0001 max mem: 29860 [19:13:37.958584] Epoch: [242] [2903/2904] eta: 0:00:00 lr: 0.002002 loss: 0.1835 (0.1947) loss_rec_all: 0.2098 (0.2205) loss_rec_sfr: 0.2621 (0.2863) loss_cl: -0.2793 (-0.2788) time: 0.7447 data: 0.0001 max mem: 29860 [19:13:40.121980] Epoch: [242] Total time: 0:36:24 (0.7523 s / it) [19:13:40.123736] Averaged stats: lr: 0.002002 loss: 0.1835 (0.1962) loss_rec_all: 0.2098 (0.2198) loss_rec_sfr: 0.2621 (0.2847) loss_cl: -0.2793 (-0.2556) [19:13:40.128783] log_dir: ./checkpoint/VF2_ViT-B [19:14:00.964829] Epoch: [243] [ 0/2904] eta: 16:48:24 lr: 0.002002 loss: 0.1728 (0.1728) loss_rec_all: 0.1989 (0.1989) loss_rec_sfr: 0.2608 (0.2608) loss_cl: -0.2796 (-0.2796) time: 20.8348 data: 20.0567 max mem: 29860 [19:14:16.639096] Epoch: [243] [ 20/2904] eta: 1:23:33 lr: 0.002002 loss: 0.1843 (0.1956) loss_rec_all: 0.2105 (0.2213) loss_rec_sfr: 0.2796 (0.3002) loss_cl: -0.2786 (-0.2786) time: 0.7837 data: 0.0002 max mem: 29860 [19:14:31.523215] Epoch: [243] [ 40/2904] eta: 0:59:49 lr: 0.002002 loss: 0.1840 (0.1961) loss_rec_all: 0.2102 (0.2219) loss_rec_sfr: 0.2635 (0.2956) loss_cl: -0.2790 (-0.2788) time: 0.7441 data: 0.0002 max mem: 29860 [19:14:46.511047] Epoch: [243] [ 60/2904] eta: 0:51:34 lr: 0.002002 loss: 0.1867 (0.1957) loss_rec_all: 0.2125 (0.2215) loss_rec_sfr: 0.2722 (0.2926) loss_cl: -0.2787 (-0.2787) time: 0.7493 data: 0.0003 max mem: 29860 [19:15:01.412127] Epoch: [243] [ 80/2904] eta: 0:47:13 lr: 0.002002 loss: 0.1849 (0.1954) loss_rec_all: 0.2108 (0.2212) loss_rec_sfr: 0.2618 (0.2911) loss_cl: -0.2792 (-0.2788) time: 0.7450 data: 0.0003 max mem: 29860 [19:15:16.351891] Epoch: [243] [ 100/2904] eta: 0:44:31 lr: 0.002002 loss: 0.1804 (0.1947) loss_rec_all: 0.2063 (0.2206) loss_rec_sfr: 0.2673 (0.2895) loss_cl: -0.2791 (-0.2789) time: 0.7469 data: 0.0004 max mem: 29860 [19:15:31.273355] Epoch: [243] [ 120/2904] eta: 0:42:37 lr: 0.002002 loss: 0.1815 (0.1938) loss_rec_all: 0.2079 (0.2197) loss_rec_sfr: 0.2353 (0.2852) loss_cl: -0.2797 (-0.2789) time: 0.7460 data: 0.0004 max mem: 29860 [19:15:46.182965] Epoch: [243] [ 140/2904] eta: 0:41:10 lr: 0.002002 loss: 0.1833 (0.1937) loss_rec_all: 0.2093 (0.2196) loss_rec_sfr: 0.2689 (0.2861) loss_cl: -0.2788 (-0.2789) time: 0.7454 data: 0.0003 max mem: 29860 [19:16:01.099238] Epoch: [243] [ 160/2904] eta: 0:40:02 lr: 0.002002 loss: 0.1867 (0.1936) loss_rec_all: 0.2129 (0.2195) loss_rec_sfr: 0.2686 (0.2853) loss_cl: -0.2782 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [19:16:16.010007] Epoch: [243] [ 180/2904] eta: 0:39:05 lr: 0.002001 loss: 0.1835 (0.1931) loss_rec_all: 0.2095 (0.2190) loss_rec_sfr: 0.2371 (0.2831) loss_cl: -0.2781 (-0.2787) time: 0.7455 data: 0.0003 max mem: 29860 [19:16:30.925550] Epoch: [243] [ 200/2904] eta: 0:38:17 lr: 0.002001 loss: 0.1822 (0.1931) loss_rec_all: 0.2087 (0.2190) loss_rec_sfr: 0.2605 (0.2823) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0004 max mem: 29860 [19:16:45.854506] Epoch: [243] [ 220/2904] eta: 0:37:35 lr: 0.002001 loss: 0.1811 (0.1930) loss_rec_all: 0.2074 (0.2189) loss_rec_sfr: 0.2644 (0.2826) loss_cl: -0.2791 (-0.2788) time: 0.7464 data: 0.0003 max mem: 29860 [19:17:00.786767] Epoch: [243] [ 240/2904] eta: 0:36:57 lr: 0.002001 loss: 0.1792 (0.1923) loss_rec_all: 0.2051 (0.2182) loss_rec_sfr: 0.2709 (0.2810) loss_cl: -0.2794 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [19:17:15.708728] Epoch: [243] [ 260/2904] eta: 0:36:23 lr: 0.002001 loss: 0.1827 (0.1920) loss_rec_all: 0.2088 (0.2179) loss_rec_sfr: 0.2415 (0.2798) loss_cl: -0.2790 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [19:17:30.629938] Epoch: [243] [ 280/2904] eta: 0:35:52 lr: 0.002001 loss: 0.1839 (0.1923) loss_rec_all: 0.2100 (0.2182) loss_rec_sfr: 0.2633 (0.2808) loss_cl: -0.2782 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [19:17:45.547290] Epoch: [243] [ 300/2904] eta: 0:35:22 lr: 0.002001 loss: 0.1813 (0.1920) loss_rec_all: 0.2078 (0.2179) loss_rec_sfr: 0.2634 (0.2794) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [19:18:00.514276] Epoch: [243] [ 320/2904] eta: 0:34:55 lr: 0.002001 loss: 0.1825 (0.1918) loss_rec_all: 0.2084 (0.2177) loss_rec_sfr: 0.2608 (0.2783) loss_cl: -0.2790 (-0.2788) time: 0.7483 data: 0.0002 max mem: 29860 [19:18:15.446877] Epoch: [243] [ 340/2904] eta: 0:34:29 lr: 0.002001 loss: 0.1867 (0.1921) loss_rec_all: 0.2126 (0.2181) loss_rec_sfr: 0.2435 (0.2785) loss_cl: -0.2790 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [19:18:30.525476] Epoch: [243] [ 360/2904] eta: 0:34:06 lr: 0.002001 loss: 0.1801 (0.1922) loss_rec_all: 0.2059 (0.2181) loss_rec_sfr: 0.2756 (0.2796) loss_cl: -0.2789 (-0.2788) time: 0.7539 data: 0.0002 max mem: 29860 [19:18:45.452968] Epoch: [243] [ 380/2904] eta: 0:33:42 lr: 0.002001 loss: 0.1831 (0.1922) loss_rec_all: 0.2092 (0.2182) loss_rec_sfr: 0.2709 (0.2805) loss_cl: -0.2793 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [19:19:00.374279] Epoch: [243] [ 400/2904] eta: 0:33:19 lr: 0.002001 loss: 0.1867 (0.1925) loss_rec_all: 0.2126 (0.2184) loss_rec_sfr: 0.2601 (0.2809) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [19:19:15.295766] Epoch: [243] [ 420/2904] eta: 0:32:57 lr: 0.002001 loss: 0.1813 (0.1924) loss_rec_all: 0.2074 (0.2183) loss_rec_sfr: 0.2629 (0.2806) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [19:19:30.213316] Epoch: [243] [ 440/2904] eta: 0:32:35 lr: 0.002001 loss: 0.1839 (0.1926) loss_rec_all: 0.2100 (0.2185) loss_rec_sfr: 0.2601 (0.2813) loss_cl: -0.2781 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [19:19:45.144874] Epoch: [243] [ 460/2904] eta: 0:32:14 lr: 0.002001 loss: 0.1846 (0.1925) loss_rec_all: 0.2105 (0.2184) loss_rec_sfr: 0.2568 (0.2807) loss_cl: -0.2785 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [19:20:00.062287] Epoch: [243] [ 480/2904] eta: 0:31:54 lr: 0.002001 loss: 0.1819 (0.1923) loss_rec_all: 0.2078 (0.2183) loss_rec_sfr: 0.2661 (0.2804) loss_cl: -0.2796 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [19:20:14.991409] Epoch: [243] [ 500/2904] eta: 0:31:34 lr: 0.002001 loss: 0.1827 (0.1926) loss_rec_all: 0.2091 (0.2185) loss_rec_sfr: 0.2649 (0.2814) loss_cl: -0.2795 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [19:20:29.913768] Epoch: [243] [ 520/2904] eta: 0:31:14 lr: 0.002001 loss: 0.1824 (0.1923) loss_rec_all: 0.2087 (0.2182) loss_rec_sfr: 0.2587 (0.2806) loss_cl: -0.2790 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [19:20:44.824730] Epoch: [243] [ 540/2904] eta: 0:30:55 lr: 0.002001 loss: 0.1844 (0.1923) loss_rec_all: 0.2104 (0.2183) loss_rec_sfr: 0.2781 (0.2810) loss_cl: -0.2785 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [19:20:59.745739] Epoch: [243] [ 560/2904] eta: 0:30:36 lr: 0.002001 loss: 0.1835 (0.1925) loss_rec_all: 0.2097 (0.2184) loss_rec_sfr: 0.2739 (0.2818) loss_cl: -0.2796 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [19:21:14.652307] Epoch: [243] [ 580/2904] eta: 0:30:17 lr: 0.002001 loss: 0.1838 (0.1924) loss_rec_all: 0.2102 (0.2183) loss_rec_sfr: 0.2602 (0.2809) loss_cl: -0.2800 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [19:21:29.570088] Epoch: [243] [ 600/2904] eta: 0:29:59 lr: 0.002001 loss: 0.1825 (0.1923) loss_rec_all: 0.2085 (0.2182) loss_rec_sfr: 0.2588 (0.2806) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [19:21:44.477054] Epoch: [243] [ 620/2904] eta: 0:29:41 lr: 0.002001 loss: 0.1817 (0.1923) loss_rec_all: 0.2078 (0.2182) loss_rec_sfr: 0.2532 (0.2803) loss_cl: -0.2784 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [19:21:59.393393] Epoch: [243] [ 640/2904] eta: 0:29:23 lr: 0.002001 loss: 0.1820 (0.1923) loss_rec_all: 0.2087 (0.2182) loss_rec_sfr: 0.2629 (0.2801) loss_cl: -0.2799 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [19:22:14.325537] Epoch: [243] [ 660/2904] eta: 0:29:05 lr: 0.002001 loss: 0.1865 (0.1926) loss_rec_all: 0.2123 (0.2185) loss_rec_sfr: 0.2746 (0.2812) loss_cl: -0.2790 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [19:22:29.259749] Epoch: [243] [ 680/2904] eta: 0:28:47 lr: 0.002001 loss: 0.1840 (0.1926) loss_rec_all: 0.2100 (0.2185) loss_rec_sfr: 0.2720 (0.2813) loss_cl: -0.2788 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [19:22:44.185746] Epoch: [243] [ 700/2904] eta: 0:28:30 lr: 0.002001 loss: 0.1840 (0.1925) loss_rec_all: 0.2103 (0.2184) loss_rec_sfr: 0.2658 (0.2811) loss_cl: -0.2784 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [19:22:59.105127] Epoch: [243] [ 720/2904] eta: 0:28:13 lr: 0.002001 loss: 0.1873 (0.1928) loss_rec_all: 0.2136 (0.2187) loss_rec_sfr: 0.2763 (0.2821) loss_cl: -0.2800 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [19:23:14.020830] Epoch: [243] [ 740/2904] eta: 0:27:55 lr: 0.002001 loss: 0.1843 (0.1928) loss_rec_all: 0.2104 (0.2187) loss_rec_sfr: 0.2697 (0.2822) loss_cl: -0.2803 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [19:23:28.935182] Epoch: [243] [ 760/2904] eta: 0:27:38 lr: 0.002001 loss: 0.1801 (0.1927) loss_rec_all: 0.2067 (0.2186) loss_rec_sfr: 0.2651 (0.2818) loss_cl: -0.2824 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [19:23:43.853804] Epoch: [243] [ 780/2904] eta: 0:27:21 lr: 0.002001 loss: 0.1799 (0.1924) loss_rec_all: 0.2065 (0.2184) loss_rec_sfr: 0.2417 (0.2808) loss_cl: -0.2803 (-0.2790) time: 0.7459 data: 0.0002 max mem: 29860 [19:23:58.766275] Epoch: [243] [ 800/2904] eta: 0:27:04 lr: 0.002001 loss: 0.1807 (0.1924) loss_rec_all: 0.2076 (0.2183) loss_rec_sfr: 0.2275 (0.2807) loss_cl: -0.2773 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [19:24:13.687272] Epoch: [243] [ 820/2904] eta: 0:26:48 lr: 0.002001 loss: 0.1808 (0.1924) loss_rec_all: 0.2080 (0.2184) loss_rec_sfr: 0.2556 (0.2806) loss_cl: -0.2906 (-0.2790) time: 0.7460 data: 0.0002 max mem: 29860 [19:24:28.609187] Epoch: [243] [ 840/2904] eta: 0:26:31 lr: 0.002001 loss: 0.1812 (0.1926) loss_rec_all: 0.2075 (0.2185) loss_rec_sfr: 0.2644 (0.2812) loss_cl: -0.2777 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [19:24:43.526366] Epoch: [243] [ 860/2904] eta: 0:26:14 lr: 0.002001 loss: 0.1786 (0.1925) loss_rec_all: 0.2055 (0.2184) loss_rec_sfr: 0.2609 (0.2809) loss_cl: -0.2806 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [19:24:58.439741] Epoch: [243] [ 880/2904] eta: 0:25:58 lr: 0.002001 loss: 0.1821 (0.1925) loss_rec_all: 0.2082 (0.2184) loss_rec_sfr: 0.2654 (0.2809) loss_cl: -0.2810 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [19:25:13.352233] Epoch: [243] [ 900/2904] eta: 0:25:41 lr: 0.002001 loss: 0.1873 (0.1925) loss_rec_all: 0.2138 (0.2184) loss_rec_sfr: 0.2621 (0.2806) loss_cl: -0.2783 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [19:25:28.266376] Epoch: [243] [ 920/2904] eta: 0:25:25 lr: 0.002001 loss: 0.1847 (0.1925) loss_rec_all: 0.2105 (0.2184) loss_rec_sfr: 0.2630 (0.2807) loss_cl: -0.2782 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [19:25:43.178519] Epoch: [243] [ 940/2904] eta: 0:25:09 lr: 0.002001 loss: 0.1890 (0.1927) loss_rec_all: 0.2150 (0.2186) loss_rec_sfr: 0.2666 (0.2813) loss_cl: -0.2777 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [19:25:58.091740] Epoch: [243] [ 960/2904] eta: 0:24:52 lr: 0.002001 loss: 0.1809 (0.1927) loss_rec_all: 0.2067 (0.2186) loss_rec_sfr: 0.2800 (0.2814) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [19:26:13.005299] Epoch: [243] [ 980/2904] eta: 0:24:36 lr: 0.002000 loss: 0.1847 (0.1927) loss_rec_all: 0.2106 (0.2186) loss_rec_sfr: 0.2616 (0.2816) loss_cl: -0.2780 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [19:26:27.907261] Epoch: [243] [1000/2904] eta: 0:24:20 lr: 0.002000 loss: 0.1850 (0.1927) loss_rec_all: 0.2112 (0.2186) loss_rec_sfr: 0.2629 (0.2814) loss_cl: -0.2777 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [19:26:42.809688] Epoch: [243] [1020/2904] eta: 0:24:04 lr: 0.002000 loss: 0.1832 (0.1927) loss_rec_all: 0.2097 (0.2186) loss_rec_sfr: 0.2290 (0.2813) loss_cl: -0.2789 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [19:26:57.730254] Epoch: [243] [1040/2904] eta: 0:23:48 lr: 0.002000 loss: 0.1820 (0.1927) loss_rec_all: 0.2085 (0.2186) loss_rec_sfr: 0.2578 (0.2810) loss_cl: -0.2799 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [19:27:12.637401] Epoch: [243] [1060/2904] eta: 0:23:32 lr: 0.002000 loss: 0.1947 (0.1929) loss_rec_all: 0.2208 (0.2188) loss_rec_sfr: 0.2719 (0.2818) loss_cl: -0.2795 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [19:27:27.548860] Epoch: [243] [1080/2904] eta: 0:23:16 lr: 0.002000 loss: 0.1888 (0.1931) loss_rec_all: 0.2151 (0.2190) loss_rec_sfr: 0.2760 (0.2823) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [19:27:42.459257] Epoch: [243] [1100/2904] eta: 0:23:00 lr: 0.002000 loss: 0.1871 (0.1932) loss_rec_all: 0.2132 (0.2191) loss_rec_sfr: 0.2698 (0.2828) loss_cl: -0.2778 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [19:27:57.375308] Epoch: [243] [1120/2904] eta: 0:22:44 lr: 0.002000 loss: 0.1822 (0.1934) loss_rec_all: 0.2079 (0.2193) loss_rec_sfr: 0.2739 (0.2833) loss_cl: -0.2778 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [19:28:12.281209] Epoch: [243] [1140/2904] eta: 0:22:28 lr: 0.002000 loss: 0.1828 (0.1933) loss_rec_all: 0.2088 (0.2192) loss_rec_sfr: 0.2628 (0.2832) loss_cl: -0.2791 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [19:28:27.194138] Epoch: [243] [1160/2904] eta: 0:22:12 lr: 0.002000 loss: 0.1820 (0.1932) loss_rec_all: 0.2081 (0.2191) loss_rec_sfr: 0.2630 (0.2827) loss_cl: -0.2798 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [19:28:42.102729] Epoch: [243] [1180/2904] eta: 0:21:56 lr: 0.002000 loss: 0.1830 (0.1930) loss_rec_all: 0.2093 (0.2189) loss_rec_sfr: 0.2592 (0.2822) loss_cl: -0.2785 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [19:28:57.018098] Epoch: [243] [1200/2904] eta: 0:21:40 lr: 0.002000 loss: 0.1809 (0.1930) loss_rec_all: 0.2069 (0.2189) loss_rec_sfr: 0.2586 (0.2820) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [19:29:11.923432] Epoch: [243] [1220/2904] eta: 0:21:25 lr: 0.002000 loss: 0.1831 (0.1930) loss_rec_all: 0.2091 (0.2189) loss_rec_sfr: 0.2616 (0.2820) loss_cl: -0.2789 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [19:29:26.829726] Epoch: [243] [1240/2904] eta: 0:21:09 lr: 0.002000 loss: 0.1893 (0.1932) loss_rec_all: 0.2151 (0.2191) loss_rec_sfr: 0.2713 (0.2826) loss_cl: -0.2790 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [19:29:41.737081] Epoch: [243] [1260/2904] eta: 0:20:53 lr: 0.002000 loss: 0.1825 (0.1931) loss_rec_all: 0.2085 (0.2190) loss_rec_sfr: 0.2645 (0.2826) loss_cl: -0.2784 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [19:29:56.656082] Epoch: [243] [1280/2904] eta: 0:20:37 lr: 0.002000 loss: 0.1773 (0.1929) loss_rec_all: 0.2035 (0.2188) loss_rec_sfr: 0.2307 (0.2819) loss_cl: -0.2779 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [19:30:11.561908] Epoch: [243] [1300/2904] eta: 0:20:22 lr: 0.002000 loss: 0.1803 (0.1929) loss_rec_all: 0.2068 (0.2188) loss_rec_sfr: 0.2154 (0.2816) loss_cl: -0.2795 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [19:30:26.484206] Epoch: [243] [1320/2904] eta: 0:20:06 lr: 0.002000 loss: 0.1799 (0.1927) loss_rec_all: 0.2059 (0.2186) loss_rec_sfr: 0.2698 (0.2811) loss_cl: -0.2800 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [19:30:41.399737] Epoch: [243] [1340/2904] eta: 0:19:51 lr: 0.002000 loss: 0.1825 (0.1927) loss_rec_all: 0.2083 (0.2186) loss_rec_sfr: 0.2335 (0.2809) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [19:30:56.313422] Epoch: [243] [1360/2904] eta: 0:19:35 lr: 0.002000 loss: 0.1879 (0.1929) loss_rec_all: 0.2138 (0.2188) loss_rec_sfr: 0.2691 (0.2815) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [19:31:11.230449] Epoch: [243] [1380/2904] eta: 0:19:19 lr: 0.002000 loss: 0.1856 (0.1930) loss_rec_all: 0.2116 (0.2189) loss_rec_sfr: 0.2706 (0.2819) loss_cl: -0.2798 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [19:31:26.139973] Epoch: [243] [1400/2904] eta: 0:19:04 lr: 0.002000 loss: 0.1787 (0.1929) loss_rec_all: 0.2045 (0.2188) loss_rec_sfr: 0.2600 (0.2816) loss_cl: -0.2796 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [19:31:41.058021] Epoch: [243] [1420/2904] eta: 0:18:48 lr: 0.002000 loss: 0.1861 (0.1929) loss_rec_all: 0.2120 (0.2188) loss_rec_sfr: 0.2601 (0.2816) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [19:31:55.974119] Epoch: [243] [1440/2904] eta: 0:18:33 lr: 0.002000 loss: 0.1856 (0.1930) loss_rec_all: 0.2113 (0.2189) loss_rec_sfr: 0.2689 (0.2817) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [19:32:10.883193] Epoch: [243] [1460/2904] eta: 0:18:17 lr: 0.002000 loss: 0.1811 (0.1929) loss_rec_all: 0.2068 (0.2188) loss_rec_sfr: 0.2630 (0.2816) loss_cl: -0.2781 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [19:32:25.797407] Epoch: [243] [1480/2904] eta: 0:18:02 lr: 0.002000 loss: 0.1865 (0.1929) loss_rec_all: 0.2128 (0.2189) loss_rec_sfr: 0.2600 (0.2816) loss_cl: -0.2794 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [19:32:40.709916] Epoch: [243] [1500/2904] eta: 0:17:46 lr: 0.002000 loss: 0.1855 (0.1929) loss_rec_all: 0.2113 (0.2188) loss_rec_sfr: 0.2707 (0.2817) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [19:32:55.619242] Epoch: [243] [1520/2904] eta: 0:17:31 lr: 0.002000 loss: 0.1908 (0.1930) loss_rec_all: 0.2169 (0.2189) loss_rec_sfr: 0.2698 (0.2819) loss_cl: -0.2792 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [19:33:10.536941] Epoch: [243] [1540/2904] eta: 0:17:15 lr: 0.002000 loss: 0.1828 (0.1930) loss_rec_all: 0.2092 (0.2189) loss_rec_sfr: 0.2671 (0.2818) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [19:33:25.452686] Epoch: [243] [1560/2904] eta: 0:17:00 lr: 0.002000 loss: 0.1840 (0.1930) loss_rec_all: 0.2098 (0.2189) loss_rec_sfr: 0.2700 (0.2818) loss_cl: -0.2782 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [19:33:40.383221] Epoch: [243] [1580/2904] eta: 0:16:45 lr: 0.002000 loss: 0.1833 (0.1930) loss_rec_all: 0.2092 (0.2189) loss_rec_sfr: 0.2614 (0.2819) loss_cl: -0.2785 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [19:33:55.307203] Epoch: [243] [1600/2904] eta: 0:16:29 lr: 0.002000 loss: 0.1866 (0.1930) loss_rec_all: 0.2126 (0.2189) loss_rec_sfr: 0.2599 (0.2819) loss_cl: -0.2792 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [19:34:10.222687] Epoch: [243] [1620/2904] eta: 0:16:14 lr: 0.002000 loss: 0.1781 (0.1930) loss_rec_all: 0.2042 (0.2189) loss_rec_sfr: 0.2525 (0.2819) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [19:34:25.130613] Epoch: [243] [1640/2904] eta: 0:15:58 lr: 0.002000 loss: 0.1847 (0.1930) loss_rec_all: 0.2106 (0.2189) loss_rec_sfr: 0.2390 (0.2816) loss_cl: -0.2791 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [19:34:40.039737] Epoch: [243] [1660/2904] eta: 0:15:43 lr: 0.002000 loss: 0.1797 (0.1929) loss_rec_all: 0.2063 (0.2188) loss_rec_sfr: 0.2491 (0.2815) loss_cl: -0.2795 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [19:34:54.946245] Epoch: [243] [1680/2904] eta: 0:15:28 lr: 0.002000 loss: 0.1855 (0.1930) loss_rec_all: 0.2120 (0.2189) loss_rec_sfr: 0.2672 (0.2815) loss_cl: -0.2791 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [19:35:09.851135] Epoch: [243] [1700/2904] eta: 0:15:12 lr: 0.002000 loss: 0.1825 (0.1930) loss_rec_all: 0.2089 (0.2189) loss_rec_sfr: 0.2579 (0.2814) loss_cl: -0.2790 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [19:35:24.765705] Epoch: [243] [1720/2904] eta: 0:14:57 lr: 0.002000 loss: 0.1822 (0.1929) loss_rec_all: 0.2081 (0.2188) loss_rec_sfr: 0.2660 (0.2814) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [19:35:39.673149] Epoch: [243] [1740/2904] eta: 0:14:42 lr: 0.002000 loss: 0.1928 (0.1931) loss_rec_all: 0.2190 (0.2191) loss_rec_sfr: 0.2810 (0.2822) loss_cl: -0.2784 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [19:35:54.579716] Epoch: [243] [1760/2904] eta: 0:14:26 lr: 0.001999 loss: 0.1887 (0.1932) loss_rec_all: 0.2146 (0.2191) loss_rec_sfr: 0.2688 (0.2823) loss_cl: -0.2791 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [19:36:09.497791] Epoch: [243] [1780/2904] eta: 0:14:11 lr: 0.001999 loss: 0.1859 (0.1932) loss_rec_all: 0.2117 (0.2191) loss_rec_sfr: 0.2685 (0.2823) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [19:36:24.409267] Epoch: [243] [1800/2904] eta: 0:13:56 lr: 0.001999 loss: 0.1880 (0.1932) loss_rec_all: 0.2141 (0.2191) loss_rec_sfr: 0.2683 (0.2824) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [19:36:39.320319] Epoch: [243] [1820/2904] eta: 0:13:40 lr: 0.001999 loss: 0.1827 (0.1932) loss_rec_all: 0.2087 (0.2191) loss_rec_sfr: 0.2686 (0.2825) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [19:36:54.230755] Epoch: [243] [1840/2904] eta: 0:13:25 lr: 0.001999 loss: 0.1874 (0.1933) loss_rec_all: 0.2138 (0.2192) loss_rec_sfr: 0.2717 (0.2827) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [19:37:09.142613] Epoch: [243] [1860/2904] eta: 0:13:10 lr: 0.001999 loss: 0.1822 (0.1932) loss_rec_all: 0.2082 (0.2191) loss_rec_sfr: 0.2707 (0.2826) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [19:37:24.054901] Epoch: [243] [1880/2904] eta: 0:12:55 lr: 0.001999 loss: 0.1794 (0.1932) loss_rec_all: 0.2058 (0.2191) loss_rec_sfr: 0.2684 (0.2826) loss_cl: -0.2799 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [19:37:38.968907] Epoch: [243] [1900/2904] eta: 0:12:39 lr: 0.001999 loss: 0.1814 (0.1932) loss_rec_all: 0.2074 (0.2191) loss_rec_sfr: 0.2656 (0.2827) loss_cl: -0.2795 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [19:37:53.882043] Epoch: [243] [1920/2904] eta: 0:12:24 lr: 0.001999 loss: 0.1808 (0.1932) loss_rec_all: 0.2067 (0.2191) loss_rec_sfr: 0.2657 (0.2826) loss_cl: -0.2776 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [19:38:08.786600] Epoch: [243] [1940/2904] eta: 0:12:09 lr: 0.001999 loss: 0.1862 (0.1932) loss_rec_all: 0.2121 (0.2191) loss_rec_sfr: 0.2630 (0.2828) loss_cl: -0.2782 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [19:38:23.689735] Epoch: [243] [1960/2904] eta: 0:11:54 lr: 0.001999 loss: 0.1813 (0.1932) loss_rec_all: 0.2076 (0.2191) loss_rec_sfr: 0.2622 (0.2826) loss_cl: -0.2790 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [19:38:38.603464] Epoch: [243] [1980/2904] eta: 0:11:38 lr: 0.001999 loss: 0.1797 (0.1932) loss_rec_all: 0.2057 (0.2191) loss_rec_sfr: 0.2658 (0.2826) loss_cl: -0.2795 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [19:38:53.517389] Epoch: [243] [2000/2904] eta: 0:11:23 lr: 0.001999 loss: 0.1836 (0.1931) loss_rec_all: 0.2098 (0.2190) loss_rec_sfr: 0.2677 (0.2825) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [19:39:08.432099] Epoch: [243] [2020/2904] eta: 0:11:08 lr: 0.001999 loss: 0.1869 (0.1932) loss_rec_all: 0.2132 (0.2191) loss_rec_sfr: 0.2673 (0.2828) loss_cl: -0.2779 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [19:39:23.346774] Epoch: [243] [2040/2904] eta: 0:10:53 lr: 0.001999 loss: 0.1890 (0.1933) loss_rec_all: 0.2150 (0.2192) loss_rec_sfr: 0.2684 (0.2831) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [19:39:38.252510] Epoch: [243] [2060/2904] eta: 0:10:38 lr: 0.001999 loss: 0.1838 (0.1933) loss_rec_all: 0.2102 (0.2192) loss_rec_sfr: 0.2575 (0.2829) loss_cl: -0.2792 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [19:39:53.158979] Epoch: [243] [2080/2904] eta: 0:10:22 lr: 0.001999 loss: 0.1885 (0.1933) loss_rec_all: 0.2144 (0.2192) loss_rec_sfr: 0.2692 (0.2830) loss_cl: -0.2785 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [19:40:08.071043] Epoch: [243] [2100/2904] eta: 0:10:07 lr: 0.001999 loss: 0.1831 (0.1934) loss_rec_all: 0.2092 (0.2193) loss_rec_sfr: 0.2537 (0.2831) loss_cl: -0.2783 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [19:40:22.982964] Epoch: [243] [2120/2904] eta: 0:09:52 lr: 0.001999 loss: 0.1805 (0.1934) loss_rec_all: 0.2068 (0.2193) loss_rec_sfr: 0.2758 (0.2834) loss_cl: -0.2794 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [19:40:37.890199] Epoch: [243] [2140/2904] eta: 0:09:37 lr: 0.001999 loss: 0.1898 (0.1936) loss_rec_all: 0.2159 (0.2195) loss_rec_sfr: 0.2818 (0.2840) loss_cl: -0.2795 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [19:40:52.945968] Epoch: [243] [2160/2904] eta: 0:09:22 lr: 0.001999 loss: 0.1813 (0.1935) loss_rec_all: 0.2074 (0.2194) loss_rec_sfr: 0.2693 (0.2838) loss_cl: -0.2784 (-0.2788) time: 0.7528 data: 0.0002 max mem: 29860 [19:41:07.865191] Epoch: [243] [2180/2904] eta: 0:09:06 lr: 0.001999 loss: 0.1863 (0.1935) loss_rec_all: 0.2121 (0.2194) loss_rec_sfr: 0.2730 (0.2839) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [19:41:22.783457] Epoch: [243] [2200/2904] eta: 0:08:51 lr: 0.001999 loss: 0.1825 (0.1935) loss_rec_all: 0.2083 (0.2194) loss_rec_sfr: 0.2570 (0.2837) loss_cl: -0.2796 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [19:41:37.694426] Epoch: [243] [2220/2904] eta: 0:08:36 lr: 0.001999 loss: 0.1822 (0.1934) loss_rec_all: 0.2085 (0.2193) loss_rec_sfr: 0.2628 (0.2836) loss_cl: -0.2792 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [19:41:52.600552] Epoch: [243] [2240/2904] eta: 0:08:21 lr: 0.001999 loss: 0.1846 (0.1934) loss_rec_all: 0.2106 (0.2193) loss_rec_sfr: 0.2743 (0.2836) loss_cl: -0.2785 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [19:42:07.520809] Epoch: [243] [2260/2904] eta: 0:08:06 lr: 0.001999 loss: 0.1806 (0.1934) loss_rec_all: 0.2064 (0.2193) loss_rec_sfr: 0.2544 (0.2836) loss_cl: -0.2782 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [19:42:22.433211] Epoch: [243] [2280/2904] eta: 0:07:51 lr: 0.001999 loss: 0.1824 (0.1934) loss_rec_all: 0.2085 (0.2193) loss_rec_sfr: 0.2611 (0.2835) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [19:42:37.349469] Epoch: [243] [2300/2904] eta: 0:07:35 lr: 0.001999 loss: 0.1836 (0.1933) loss_rec_all: 0.2094 (0.2192) loss_rec_sfr: 0.2650 (0.2833) loss_cl: -0.2783 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [19:42:52.257776] Epoch: [243] [2320/2904] eta: 0:07:20 lr: 0.001999 loss: 0.1859 (0.1934) loss_rec_all: 0.2119 (0.2193) loss_rec_sfr: 0.2692 (0.2834) loss_cl: -0.2791 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [19:43:07.171723] Epoch: [243] [2340/2904] eta: 0:07:05 lr: 0.001999 loss: 0.1837 (0.1933) loss_rec_all: 0.2096 (0.2192) loss_rec_sfr: 0.2656 (0.2833) loss_cl: -0.2800 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [19:43:22.084271] Epoch: [243] [2360/2904] eta: 0:06:50 lr: 0.001999 loss: 0.1823 (0.1934) loss_rec_all: 0.2089 (0.2193) loss_rec_sfr: 0.2680 (0.2835) loss_cl: -0.2798 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [19:43:36.993784] Epoch: [243] [2380/2904] eta: 0:06:35 lr: 0.001999 loss: 0.1848 (0.1935) loss_rec_all: 0.2108 (0.2194) loss_rec_sfr: 0.2661 (0.2837) loss_cl: -0.2783 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [19:43:51.910569] Epoch: [243] [2400/2904] eta: 0:06:20 lr: 0.001999 loss: 0.1891 (0.1935) loss_rec_all: 0.2151 (0.2194) loss_rec_sfr: 0.2713 (0.2838) loss_cl: -0.2782 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [19:44:06.824879] Epoch: [243] [2420/2904] eta: 0:06:05 lr: 0.001999 loss: 0.1856 (0.1936) loss_rec_all: 0.2116 (0.2194) loss_rec_sfr: 0.2649 (0.2839) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [19:44:21.738597] Epoch: [243] [2440/2904] eta: 0:05:50 lr: 0.001999 loss: 0.1828 (0.1935) loss_rec_all: 0.2087 (0.2194) loss_rec_sfr: 0.2699 (0.2839) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [19:44:36.653975] Epoch: [243] [2460/2904] eta: 0:05:34 lr: 0.001999 loss: 0.1851 (0.1936) loss_rec_all: 0.2111 (0.2194) loss_rec_sfr: 0.2762 (0.2841) loss_cl: -0.2795 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [19:44:51.561090] Epoch: [243] [2480/2904] eta: 0:05:19 lr: 0.001999 loss: 0.1829 (0.1936) loss_rec_all: 0.2088 (0.2195) loss_rec_sfr: 0.2718 (0.2842) loss_cl: -0.2786 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [19:45:06.484736] Epoch: [243] [2500/2904] eta: 0:05:04 lr: 0.001999 loss: 0.1799 (0.1935) loss_rec_all: 0.2060 (0.2194) loss_rec_sfr: 0.2288 (0.2840) loss_cl: -0.2791 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [19:45:21.398872] Epoch: [243] [2520/2904] eta: 0:04:49 lr: 0.001999 loss: 0.1822 (0.1935) loss_rec_all: 0.2083 (0.2194) loss_rec_sfr: 0.2521 (0.2839) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [19:45:36.304680] Epoch: [243] [2540/2904] eta: 0:04:34 lr: 0.001998 loss: 0.1831 (0.1935) loss_rec_all: 0.2090 (0.2194) loss_rec_sfr: 0.2685 (0.2841) loss_cl: -0.2783 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [19:45:51.216456] Epoch: [243] [2560/2904] eta: 0:04:19 lr: 0.001998 loss: 0.1857 (0.1936) loss_rec_all: 0.2117 (0.2194) loss_rec_sfr: 0.2605 (0.2840) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [19:46:06.135408] Epoch: [243] [2580/2904] eta: 0:04:04 lr: 0.001998 loss: 0.1878 (0.1936) loss_rec_all: 0.2135 (0.2195) loss_rec_sfr: 0.2754 (0.2843) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [19:46:21.051243] Epoch: [243] [2600/2904] eta: 0:03:49 lr: 0.001998 loss: 0.1865 (0.1937) loss_rec_all: 0.2123 (0.2195) loss_rec_sfr: 0.2697 (0.2844) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [19:46:35.963657] Epoch: [243] [2620/2904] eta: 0:03:34 lr: 0.001998 loss: 0.1862 (0.1937) loss_rec_all: 0.2122 (0.2196) loss_rec_sfr: 0.2760 (0.2844) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [19:46:50.879367] Epoch: [243] [2640/2904] eta: 0:03:18 lr: 0.001998 loss: 0.1801 (0.1936) loss_rec_all: 0.2061 (0.2195) loss_rec_sfr: 0.2691 (0.2842) loss_cl: -0.2800 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [19:47:05.790810] Epoch: [243] [2660/2904] eta: 0:03:03 lr: 0.001998 loss: 0.1811 (0.1936) loss_rec_all: 0.2076 (0.2195) loss_rec_sfr: 0.2413 (0.2841) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [19:47:20.703546] Epoch: [243] [2680/2904] eta: 0:02:48 lr: 0.001998 loss: 0.1890 (0.1937) loss_rec_all: 0.2148 (0.2195) loss_rec_sfr: 0.2663 (0.2842) loss_cl: -0.2780 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [19:47:35.619438] Epoch: [243] [2700/2904] eta: 0:02:33 lr: 0.001998 loss: 0.1870 (0.1937) loss_rec_all: 0.2128 (0.2196) loss_rec_sfr: 0.2829 (0.2845) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [19:47:50.530226] Epoch: [243] [2720/2904] eta: 0:02:18 lr: 0.001998 loss: 0.1841 (0.1937) loss_rec_all: 0.2104 (0.2196) loss_rec_sfr: 0.2538 (0.2843) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [19:48:05.440071] Epoch: [243] [2740/2904] eta: 0:02:03 lr: 0.001998 loss: 0.1823 (0.1936) loss_rec_all: 0.2086 (0.2195) loss_rec_sfr: 0.2668 (0.2842) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [19:48:20.345597] Epoch: [243] [2760/2904] eta: 0:01:48 lr: 0.001998 loss: 0.1810 (0.1936) loss_rec_all: 0.2073 (0.2195) loss_rec_sfr: 0.2679 (0.2842) loss_cl: -0.2784 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [19:48:35.254110] Epoch: [243] [2780/2904] eta: 0:01:33 lr: 0.001998 loss: 0.1817 (0.1936) loss_rec_all: 0.2080 (0.2195) loss_rec_sfr: 0.2374 (0.2839) loss_cl: -0.2791 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [19:48:50.164168] Epoch: [243] [2800/2904] eta: 0:01:18 lr: 0.001998 loss: 0.1808 (0.1935) loss_rec_all: 0.2068 (0.2194) loss_rec_sfr: 0.2599 (0.2839) loss_cl: -0.2793 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [19:49:05.075460] Epoch: [243] [2820/2904] eta: 0:01:03 lr: 0.001998 loss: 0.1832 (0.1936) loss_rec_all: 0.2096 (0.2195) loss_rec_sfr: 0.2680 (0.2840) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [19:49:20.034066] Epoch: [243] [2840/2904] eta: 0:00:48 lr: 0.001998 loss: 0.1828 (0.1935) loss_rec_all: 0.2088 (0.2194) loss_rec_sfr: 0.2723 (0.2839) loss_cl: -0.2796 (-0.2788) time: 0.7479 data: 0.0024 max mem: 29860 [19:49:34.930402] Epoch: [243] [2860/2904] eta: 0:00:33 lr: 0.001998 loss: 0.1896 (0.1936) loss_rec_all: 0.2156 (0.2195) loss_rec_sfr: 0.2724 (0.2840) loss_cl: -0.2792 (-0.2788) time: 0.7448 data: 0.0001 max mem: 29860 [19:49:49.823757] Epoch: [243] [2880/2904] eta: 0:00:18 lr: 0.001998 loss: 0.1813 (0.1935) loss_rec_all: 0.2075 (0.2194) loss_rec_sfr: 0.2174 (0.2837) loss_cl: -0.2786 (-0.2788) time: 0.7446 data: 0.0001 max mem: 29860 [19:50:04.718491] Epoch: [243] [2900/2904] eta: 0:00:03 lr: 0.001998 loss: 0.1795 (0.1935) loss_rec_all: 0.2061 (0.2194) loss_rec_sfr: 0.2536 (0.2837) loss_cl: -0.2790 (-0.2788) time: 0.7447 data: 0.0001 max mem: 29860 [19:50:06.960548] Epoch: [243] [2903/2904] eta: 0:00:00 lr: 0.001998 loss: 0.1795 (0.1935) loss_rec_all: 0.2061 (0.2194) loss_rec_sfr: 0.2536 (0.2836) loss_cl: -0.2790 (-0.2788) time: 0.7447 data: 0.0001 max mem: 29860 [19:50:09.196213] Epoch: [243] Total time: 0:36:29 (0.7538 s / it) [19:50:09.202965] Averaged stats: lr: 0.001998 loss: 0.1795 (0.1963) loss_rec_all: 0.2061 (0.2199) loss_rec_sfr: 0.2536 (0.2857) loss_cl: -0.2790 (-0.2556) [19:50:09.207750] log_dir: ./checkpoint/VF2_ViT-B [19:50:26.446958] Epoch: [244] [ 0/2904] eta: 13:54:19 lr: 0.001998 loss: 0.1799 (0.1799) loss_rec_all: 0.2064 (0.2064) loss_rec_sfr: 0.2061 (0.2061) loss_cl: -0.2795 (-0.2795) time: 17.2381 data: 14.4381 max mem: 29860 [19:50:43.545037] Epoch: [244] [ 20/2904] eta: 1:18:35 lr: 0.001998 loss: 0.1809 (0.1870) loss_rec_all: 0.2069 (0.2131) loss_rec_sfr: 0.2653 (0.2627) loss_cl: -0.2792 (-0.2791) time: 0.8549 data: 0.0287 max mem: 29860 [19:50:58.438989] Epoch: [244] [ 40/2904] eta: 0:57:18 lr: 0.001998 loss: 0.1810 (0.1869) loss_rec_all: 0.2071 (0.2130) loss_rec_sfr: 0.2649 (0.2588) loss_cl: -0.2792 (-0.2791) time: 0.7447 data: 0.0002 max mem: 29860 [19:51:13.314631] Epoch: [244] [ 60/2904] eta: 0:49:48 lr: 0.001998 loss: 0.1869 (0.1924) loss_rec_all: 0.2131 (0.2184) loss_rec_sfr: 0.2751 (0.2793) loss_cl: -0.2786 (-0.2790) time: 0.7437 data: 0.0002 max mem: 29860 [19:51:28.215858] Epoch: [244] [ 80/2904] eta: 0:45:54 lr: 0.001998 loss: 0.1842 (0.1919) loss_rec_all: 0.2099 (0.2178) loss_rec_sfr: 0.2644 (0.2781) loss_cl: -0.2789 (-0.2790) time: 0.7450 data: 0.0002 max mem: 29860 [19:51:43.290932] Epoch: [244] [ 100/2904] eta: 0:43:31 lr: 0.001998 loss: 0.1840 (0.1904) loss_rec_all: 0.2107 (0.2164) loss_rec_sfr: 0.2545 (0.2720) loss_cl: -0.2789 (-0.2790) time: 0.7537 data: 0.0002 max mem: 29860 [19:51:58.199228] Epoch: [244] [ 120/2904] eta: 0:41:47 lr: 0.001998 loss: 0.1831 (0.1907) loss_rec_all: 0.2092 (0.2167) loss_rec_sfr: 0.2655 (0.2724) loss_cl: -0.2785 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [19:52:13.107455] Epoch: [244] [ 140/2904] eta: 0:40:28 lr: 0.001998 loss: 0.1822 (0.1909) loss_rec_all: 0.2081 (0.2168) loss_rec_sfr: 0.2674 (0.2740) loss_cl: -0.2793 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [19:52:28.022219] Epoch: [244] [ 160/2904] eta: 0:39:25 lr: 0.001998 loss: 0.1830 (0.1913) loss_rec_all: 0.2092 (0.2173) loss_rec_sfr: 0.2673 (0.2764) loss_cl: -0.2795 (-0.2790) time: 0.7457 data: 0.0002 max mem: 29860 [19:52:42.933641] Epoch: [244] [ 180/2904] eta: 0:38:33 lr: 0.001998 loss: 0.1905 (0.1923) loss_rec_all: 0.2167 (0.2182) loss_rec_sfr: 0.2691 (0.2786) loss_cl: -0.2785 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [19:52:57.846290] Epoch: [244] [ 200/2904] eta: 0:37:48 lr: 0.001998 loss: 0.1847 (0.1922) loss_rec_all: 0.2110 (0.2182) loss_rec_sfr: 0.2593 (0.2773) loss_cl: -0.2781 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [19:53:12.755106] Epoch: [244] [ 220/2904] eta: 0:37:09 lr: 0.001998 loss: 0.1846 (0.1926) loss_rec_all: 0.2106 (0.2185) loss_rec_sfr: 0.2669 (0.2792) loss_cl: -0.2786 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [19:53:27.669582] Epoch: [244] [ 240/2904] eta: 0:36:33 lr: 0.001998 loss: 0.1841 (0.1926) loss_rec_all: 0.2102 (0.2185) loss_rec_sfr: 0.2579 (0.2788) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [19:53:42.583826] Epoch: [244] [ 260/2904] eta: 0:36:01 lr: 0.001998 loss: 0.1818 (0.1921) loss_rec_all: 0.2083 (0.2181) loss_rec_sfr: 0.2617 (0.2773) loss_cl: -0.2797 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [19:53:57.495403] Epoch: [244] [ 280/2904] eta: 0:35:31 lr: 0.001998 loss: 0.1870 (0.1927) loss_rec_all: 0.2132 (0.2186) loss_rec_sfr: 0.2718 (0.2795) loss_cl: -0.2792 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [19:54:12.403780] Epoch: [244] [ 300/2904] eta: 0:35:03 lr: 0.001998 loss: 0.1820 (0.1927) loss_rec_all: 0.2082 (0.2186) loss_rec_sfr: 0.2681 (0.2796) loss_cl: -0.2785 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [19:54:27.312540] Epoch: [244] [ 320/2904] eta: 0:34:37 lr: 0.001998 loss: 0.1825 (0.1927) loss_rec_all: 0.2089 (0.2186) loss_rec_sfr: 0.2701 (0.2801) loss_cl: -0.2792 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [19:54:42.224266] Epoch: [244] [ 340/2904] eta: 0:34:12 lr: 0.001998 loss: 0.1779 (0.1921) loss_rec_all: 0.2041 (0.2180) loss_rec_sfr: 0.2608 (0.2786) loss_cl: -0.2785 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [19:54:57.162162] Epoch: [244] [ 360/2904] eta: 0:33:49 lr: 0.001998 loss: 0.1796 (0.1919) loss_rec_all: 0.2059 (0.2179) loss_rec_sfr: 0.2176 (0.2776) loss_cl: -0.2787 (-0.2788) time: 0.7469 data: 0.0002 max mem: 29860 [19:55:12.073075] Epoch: [244] [ 380/2904] eta: 0:33:26 lr: 0.001998 loss: 0.1865 (0.1922) loss_rec_all: 0.2126 (0.2181) loss_rec_sfr: 0.2660 (0.2781) loss_cl: -0.2793 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [19:55:26.981351] Epoch: [244] [ 400/2904] eta: 0:33:04 lr: 0.001998 loss: 0.1855 (0.1921) loss_rec_all: 0.2120 (0.2181) loss_rec_sfr: 0.2665 (0.2781) loss_cl: -0.2794 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [19:55:41.901800] Epoch: [244] [ 420/2904] eta: 0:32:42 lr: 0.001997 loss: 0.1832 (0.1923) loss_rec_all: 0.2092 (0.2182) loss_rec_sfr: 0.2589 (0.2784) loss_cl: -0.2793 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [19:55:56.817793] Epoch: [244] [ 440/2904] eta: 0:32:22 lr: 0.001997 loss: 0.1920 (0.1928) loss_rec_all: 0.2181 (0.2187) loss_rec_sfr: 0.2657 (0.2799) loss_cl: -0.2790 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [19:56:11.723291] Epoch: [244] [ 460/2904] eta: 0:32:01 lr: 0.001997 loss: 0.1843 (0.1925) loss_rec_all: 0.2107 (0.2185) loss_rec_sfr: 0.2624 (0.2791) loss_cl: -0.2787 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [19:56:26.639800] Epoch: [244] [ 480/2904] eta: 0:31:41 lr: 0.001997 loss: 0.1819 (0.1924) loss_rec_all: 0.2077 (0.2183) loss_rec_sfr: 0.2564 (0.2784) loss_cl: -0.2795 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [19:56:41.550210] Epoch: [244] [ 500/2904] eta: 0:31:22 lr: 0.001997 loss: 0.1807 (0.1925) loss_rec_all: 0.2068 (0.2184) loss_rec_sfr: 0.2700 (0.2790) loss_cl: -0.2795 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [19:56:56.461484] Epoch: [244] [ 520/2904] eta: 0:31:03 lr: 0.001997 loss: 0.1851 (0.1927) loss_rec_all: 0.2117 (0.2186) loss_rec_sfr: 0.2684 (0.2796) loss_cl: -0.2782 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [19:57:11.373564] Epoch: [244] [ 540/2904] eta: 0:30:44 lr: 0.001997 loss: 0.1869 (0.1930) loss_rec_all: 0.2127 (0.2189) loss_rec_sfr: 0.2660 (0.2805) loss_cl: -0.2786 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [19:57:26.288912] Epoch: [244] [ 560/2904] eta: 0:30:26 lr: 0.001997 loss: 0.1839 (0.1929) loss_rec_all: 0.2102 (0.2189) loss_rec_sfr: 0.2628 (0.2805) loss_cl: -0.2795 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [19:57:41.199345] Epoch: [244] [ 580/2904] eta: 0:30:07 lr: 0.001997 loss: 0.1824 (0.1930) loss_rec_all: 0.2088 (0.2189) loss_rec_sfr: 0.2573 (0.2806) loss_cl: -0.2790 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [19:57:56.108245] Epoch: [244] [ 600/2904] eta: 0:29:49 lr: 0.001997 loss: 0.1861 (0.1932) loss_rec_all: 0.2122 (0.2191) loss_rec_sfr: 0.2609 (0.2809) loss_cl: -0.2782 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [19:58:11.014811] Epoch: [244] [ 620/2904] eta: 0:29:31 lr: 0.001997 loss: 0.1809 (0.1931) loss_rec_all: 0.2068 (0.2190) loss_rec_sfr: 0.2678 (0.2804) loss_cl: -0.2787 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [19:58:25.927115] Epoch: [244] [ 640/2904] eta: 0:29:14 lr: 0.001997 loss: 0.1886 (0.1932) loss_rec_all: 0.2147 (0.2191) loss_rec_sfr: 0.2750 (0.2811) loss_cl: -0.2788 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [19:58:40.835544] Epoch: [244] [ 660/2904] eta: 0:28:56 lr: 0.001997 loss: 0.1843 (0.1932) loss_rec_all: 0.2101 (0.2192) loss_rec_sfr: 0.2655 (0.2812) loss_cl: -0.2794 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [19:58:55.743423] Epoch: [244] [ 680/2904] eta: 0:28:39 lr: 0.001997 loss: 0.1886 (0.1935) loss_rec_all: 0.2148 (0.2194) loss_rec_sfr: 0.2634 (0.2819) loss_cl: -0.2794 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [19:59:10.650281] Epoch: [244] [ 700/2904] eta: 0:28:22 lr: 0.001997 loss: 0.1824 (0.1934) loss_rec_all: 0.2080 (0.2193) loss_rec_sfr: 0.2708 (0.2820) loss_cl: -0.2792 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [19:59:25.553271] Epoch: [244] [ 720/2904] eta: 0:28:05 lr: 0.001997 loss: 0.1799 (0.1932) loss_rec_all: 0.2063 (0.2192) loss_rec_sfr: 0.2344 (0.2814) loss_cl: -0.2793 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [19:59:40.462786] Epoch: [244] [ 740/2904] eta: 0:27:48 lr: 0.001997 loss: 0.1837 (0.1934) loss_rec_all: 0.2094 (0.2193) loss_rec_sfr: 0.2632 (0.2821) loss_cl: -0.2788 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [19:59:55.371200] Epoch: [244] [ 760/2904] eta: 0:27:31 lr: 0.001997 loss: 0.1831 (0.1934) loss_rec_all: 0.2088 (0.2193) loss_rec_sfr: 0.2598 (0.2817) loss_cl: -0.2792 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [20:00:10.282317] Epoch: [244] [ 780/2904] eta: 0:27:14 lr: 0.001997 loss: 0.1858 (0.1933) loss_rec_all: 0.2124 (0.2192) loss_rec_sfr: 0.2367 (0.2811) loss_cl: -0.2791 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [20:00:25.190584] Epoch: [244] [ 800/2904] eta: 0:26:57 lr: 0.001997 loss: 0.1874 (0.1934) loss_rec_all: 0.2130 (0.2193) loss_rec_sfr: 0.2724 (0.2815) loss_cl: -0.2790 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [20:00:40.098959] Epoch: [244] [ 820/2904] eta: 0:26:41 lr: 0.001997 loss: 0.1831 (0.1933) loss_rec_all: 0.2088 (0.2192) loss_rec_sfr: 0.2743 (0.2815) loss_cl: -0.2782 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [20:00:55.007133] Epoch: [244] [ 840/2904] eta: 0:26:24 lr: 0.001997 loss: 0.1830 (0.1934) loss_rec_all: 0.2094 (0.2193) loss_rec_sfr: 0.2740 (0.2819) loss_cl: -0.2782 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [20:01:09.909950] Epoch: [244] [ 860/2904] eta: 0:26:08 lr: 0.001997 loss: 0.1856 (0.1934) loss_rec_all: 0.2120 (0.2193) loss_rec_sfr: 0.2690 (0.2821) loss_cl: -0.2783 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [20:01:24.817767] Epoch: [244] [ 880/2904] eta: 0:25:52 lr: 0.001997 loss: 0.1826 (0.1934) loss_rec_all: 0.2091 (0.2193) loss_rec_sfr: 0.2595 (0.2821) loss_cl: -0.2789 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [20:01:39.723123] Epoch: [244] [ 900/2904] eta: 0:25:35 lr: 0.001997 loss: 0.1821 (0.1934) loss_rec_all: 0.2084 (0.2193) loss_rec_sfr: 0.2576 (0.2819) loss_cl: -0.2795 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [20:01:54.636865] Epoch: [244] [ 920/2904] eta: 0:25:19 lr: 0.001997 loss: 0.1846 (0.1933) loss_rec_all: 0.2109 (0.2192) loss_rec_sfr: 0.2749 (0.2820) loss_cl: -0.2793 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [20:02:09.546477] Epoch: [244] [ 940/2904] eta: 0:25:03 lr: 0.001997 loss: 0.1883 (0.1935) loss_rec_all: 0.2145 (0.2194) loss_rec_sfr: 0.2576 (0.2823) loss_cl: -0.2796 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [20:02:24.456676] Epoch: [244] [ 960/2904] eta: 0:24:47 lr: 0.001997 loss: 0.1837 (0.1936) loss_rec_all: 0.2098 (0.2195) loss_rec_sfr: 0.2666 (0.2825) loss_cl: -0.2792 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [20:02:39.368598] Epoch: [244] [ 980/2904] eta: 0:24:31 lr: 0.001997 loss: 0.1893 (0.1937) loss_rec_all: 0.2151 (0.2196) loss_rec_sfr: 0.2680 (0.2831) loss_cl: -0.2784 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [20:02:54.271363] Epoch: [244] [1000/2904] eta: 0:24:15 lr: 0.001997 loss: 0.1803 (0.1937) loss_rec_all: 0.2066 (0.2196) loss_rec_sfr: 0.2575 (0.2828) loss_cl: -0.2784 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [20:03:09.172758] Epoch: [244] [1020/2904] eta: 0:23:59 lr: 0.001997 loss: 0.1823 (0.1936) loss_rec_all: 0.2085 (0.2195) loss_rec_sfr: 0.2690 (0.2826) loss_cl: -0.2781 (-0.2789) time: 0.7450 data: 0.0002 max mem: 29860 [20:03:24.079536] Epoch: [244] [1040/2904] eta: 0:23:43 lr: 0.001997 loss: 0.1880 (0.1937) loss_rec_all: 0.2139 (0.2196) loss_rec_sfr: 0.2659 (0.2829) loss_cl: -0.2791 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [20:03:38.987324] Epoch: [244] [1060/2904] eta: 0:23:27 lr: 0.001997 loss: 0.1869 (0.1939) loss_rec_all: 0.2130 (0.2198) loss_rec_sfr: 0.2712 (0.2834) loss_cl: -0.2782 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [20:03:53.895920] Epoch: [244] [1080/2904] eta: 0:23:11 lr: 0.001997 loss: 0.1830 (0.1939) loss_rec_all: 0.2092 (0.2198) loss_rec_sfr: 0.2734 (0.2835) loss_cl: -0.2784 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [20:04:08.801881] Epoch: [244] [1100/2904] eta: 0:22:55 lr: 0.001997 loss: 0.1854 (0.1938) loss_rec_all: 0.2117 (0.2197) loss_rec_sfr: 0.2512 (0.2831) loss_cl: -0.2794 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [20:04:23.708783] Epoch: [244] [1120/2904] eta: 0:22:39 lr: 0.001997 loss: 0.1838 (0.1939) loss_rec_all: 0.2097 (0.2198) loss_rec_sfr: 0.2788 (0.2835) loss_cl: -0.2795 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [20:04:38.617800] Epoch: [244] [1140/2904] eta: 0:22:24 lr: 0.001997 loss: 0.1826 (0.1940) loss_rec_all: 0.2088 (0.2199) loss_rec_sfr: 0.2731 (0.2840) loss_cl: -0.2804 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [20:04:53.527919] Epoch: [244] [1160/2904] eta: 0:22:08 lr: 0.001997 loss: 0.1860 (0.1940) loss_rec_all: 0.2118 (0.2199) loss_rec_sfr: 0.2636 (0.2839) loss_cl: -0.2789 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [20:05:08.440719] Epoch: [244] [1180/2904] eta: 0:21:52 lr: 0.001997 loss: 0.1831 (0.1939) loss_rec_all: 0.2090 (0.2198) loss_rec_sfr: 0.2587 (0.2838) loss_cl: -0.2779 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [20:05:23.352035] Epoch: [244] [1200/2904] eta: 0:21:36 lr: 0.001996 loss: 0.1822 (0.1939) loss_rec_all: 0.2078 (0.2198) loss_rec_sfr: 0.2580 (0.2838) loss_cl: -0.2783 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [20:05:38.262461] Epoch: [244] [1220/2904] eta: 0:21:21 lr: 0.001996 loss: 0.1846 (0.1939) loss_rec_all: 0.2109 (0.2198) loss_rec_sfr: 0.2680 (0.2838) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [20:05:53.169993] Epoch: [244] [1240/2904] eta: 0:21:05 lr: 0.001996 loss: 0.1876 (0.1941) loss_rec_all: 0.2140 (0.2200) loss_rec_sfr: 0.2854 (0.2844) loss_cl: -0.2794 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [20:06:08.089407] Epoch: [244] [1260/2904] eta: 0:20:50 lr: 0.001996 loss: 0.1853 (0.1942) loss_rec_all: 0.2117 (0.2201) loss_rec_sfr: 0.2669 (0.2847) loss_cl: -0.2791 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [20:06:22.997332] Epoch: [244] [1280/2904] eta: 0:20:34 lr: 0.001996 loss: 0.1862 (0.1942) loss_rec_all: 0.2120 (0.2201) loss_rec_sfr: 0.2655 (0.2849) loss_cl: -0.2788 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [20:06:37.903344] Epoch: [244] [1300/2904] eta: 0:20:18 lr: 0.001996 loss: 0.1835 (0.1942) loss_rec_all: 0.2096 (0.2201) loss_rec_sfr: 0.2622 (0.2847) loss_cl: -0.2792 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [20:06:52.823280] Epoch: [244] [1320/2904] eta: 0:20:03 lr: 0.001996 loss: 0.1820 (0.1943) loss_rec_all: 0.2084 (0.2202) loss_rec_sfr: 0.2741 (0.2852) loss_cl: -0.2787 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [20:07:07.741408] Epoch: [244] [1340/2904] eta: 0:19:47 lr: 0.001996 loss: 0.1833 (0.1945) loss_rec_all: 0.2097 (0.2203) loss_rec_sfr: 0.2771 (0.2858) loss_cl: -0.2777 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [20:07:22.650162] Epoch: [244] [1360/2904] eta: 0:19:32 lr: 0.001996 loss: 0.1794 (0.1943) loss_rec_all: 0.2054 (0.2202) loss_rec_sfr: 0.2552 (0.2852) loss_cl: -0.2776 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [20:07:37.566001] Epoch: [244] [1380/2904] eta: 0:19:16 lr: 0.001996 loss: 0.1809 (0.1942) loss_rec_all: 0.2073 (0.2201) loss_rec_sfr: 0.2638 (0.2850) loss_cl: -0.2793 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [20:07:52.476755] Epoch: [244] [1400/2904] eta: 0:19:01 lr: 0.001996 loss: 0.1838 (0.1941) loss_rec_all: 0.2095 (0.2200) loss_rec_sfr: 0.2692 (0.2848) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [20:08:07.397301] Epoch: [244] [1420/2904] eta: 0:18:45 lr: 0.001996 loss: 0.1860 (0.1942) loss_rec_all: 0.2119 (0.2201) loss_rec_sfr: 0.2717 (0.2850) loss_cl: -0.2794 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [20:08:22.314987] Epoch: [244] [1440/2904] eta: 0:18:30 lr: 0.001996 loss: 0.1865 (0.1941) loss_rec_all: 0.2126 (0.2200) loss_rec_sfr: 0.2616 (0.2848) loss_cl: -0.2778 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [20:08:37.227429] Epoch: [244] [1460/2904] eta: 0:18:15 lr: 0.001996 loss: 0.1841 (0.1941) loss_rec_all: 0.2104 (0.2200) loss_rec_sfr: 0.2650 (0.2847) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [20:08:52.145451] Epoch: [244] [1480/2904] eta: 0:17:59 lr: 0.001996 loss: 0.1885 (0.1941) loss_rec_all: 0.2145 (0.2200) loss_rec_sfr: 0.2661 (0.2849) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [20:09:07.081015] Epoch: [244] [1500/2904] eta: 0:17:44 lr: 0.001996 loss: 0.1839 (0.1943) loss_rec_all: 0.2098 (0.2201) loss_rec_sfr: 0.2670 (0.2852) loss_cl: -0.2781 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [20:09:22.011236] Epoch: [244] [1520/2904] eta: 0:17:28 lr: 0.001996 loss: 0.1842 (0.1943) loss_rec_all: 0.2102 (0.2202) loss_rec_sfr: 0.2737 (0.2854) loss_cl: -0.2791 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [20:09:36.940477] Epoch: [244] [1540/2904] eta: 0:17:13 lr: 0.001996 loss: 0.1846 (0.1942) loss_rec_all: 0.2103 (0.2201) loss_rec_sfr: 0.2623 (0.2852) loss_cl: -0.2794 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [20:09:51.867371] Epoch: [244] [1560/2904] eta: 0:16:58 lr: 0.001996 loss: 0.1801 (0.1941) loss_rec_all: 0.2062 (0.2200) loss_rec_sfr: 0.2622 (0.2848) loss_cl: -0.2791 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [20:10:06.794764] Epoch: [244] [1580/2904] eta: 0:16:42 lr: 0.001996 loss: 0.1876 (0.1942) loss_rec_all: 0.2135 (0.2201) loss_rec_sfr: 0.2706 (0.2850) loss_cl: -0.2786 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [20:10:21.719482] Epoch: [244] [1600/2904] eta: 0:16:27 lr: 0.001996 loss: 0.1835 (0.1942) loss_rec_all: 0.2094 (0.2201) loss_rec_sfr: 0.2652 (0.2850) loss_cl: -0.2784 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [20:10:36.637618] Epoch: [244] [1620/2904] eta: 0:16:12 lr: 0.001996 loss: 0.1806 (0.1942) loss_rec_all: 0.2069 (0.2201) loss_rec_sfr: 0.2599 (0.2848) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [20:10:51.556899] Epoch: [244] [1640/2904] eta: 0:15:56 lr: 0.001996 loss: 0.1814 (0.1942) loss_rec_all: 0.2076 (0.2201) loss_rec_sfr: 0.2692 (0.2849) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [20:11:06.475576] Epoch: [244] [1660/2904] eta: 0:15:41 lr: 0.001996 loss: 0.1855 (0.1941) loss_rec_all: 0.2114 (0.2200) loss_rec_sfr: 0.2566 (0.2847) loss_cl: -0.2784 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [20:11:21.390081] Epoch: [244] [1680/2904] eta: 0:15:26 lr: 0.001996 loss: 0.1826 (0.1941) loss_rec_all: 0.2086 (0.2200) loss_rec_sfr: 0.2644 (0.2847) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [20:11:36.311298] Epoch: [244] [1700/2904] eta: 0:15:10 lr: 0.001996 loss: 0.1802 (0.1941) loss_rec_all: 0.2066 (0.2199) loss_rec_sfr: 0.2570 (0.2845) loss_cl: -0.2793 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [20:11:51.235394] Epoch: [244] [1720/2904] eta: 0:14:55 lr: 0.001996 loss: 0.1910 (0.1942) loss_rec_all: 0.2170 (0.2200) loss_rec_sfr: 0.2679 (0.2848) loss_cl: -0.2788 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [20:12:06.155680] Epoch: [244] [1740/2904] eta: 0:14:40 lr: 0.001996 loss: 0.1855 (0.1942) loss_rec_all: 0.2118 (0.2201) loss_rec_sfr: 0.2693 (0.2851) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [20:12:21.069746] Epoch: [244] [1760/2904] eta: 0:14:25 lr: 0.001996 loss: 0.1818 (0.1942) loss_rec_all: 0.2080 (0.2201) loss_rec_sfr: 0.2695 (0.2851) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [20:12:35.989461] Epoch: [244] [1780/2904] eta: 0:14:09 lr: 0.001996 loss: 0.1840 (0.1942) loss_rec_all: 0.2103 (0.2201) loss_rec_sfr: 0.2744 (0.2853) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [20:12:50.927066] Epoch: [244] [1800/2904] eta: 0:13:54 lr: 0.001996 loss: 0.1821 (0.1941) loss_rec_all: 0.2084 (0.2200) loss_rec_sfr: 0.2350 (0.2849) loss_cl: -0.2787 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [20:13:05.851898] Epoch: [244] [1820/2904] eta: 0:13:39 lr: 0.001996 loss: 0.1857 (0.1941) loss_rec_all: 0.2117 (0.2200) loss_rec_sfr: 0.2464 (0.2848) loss_cl: -0.2787 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [20:13:20.777927] Epoch: [244] [1840/2904] eta: 0:13:24 lr: 0.001996 loss: 0.1797 (0.1940) loss_rec_all: 0.2063 (0.2199) loss_rec_sfr: 0.2256 (0.2845) loss_cl: -0.2790 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [20:13:35.697154] Epoch: [244] [1860/2904] eta: 0:13:08 lr: 0.001996 loss: 0.1869 (0.1941) loss_rec_all: 0.2132 (0.2199) loss_rec_sfr: 0.2690 (0.2844) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [20:13:50.633446] Epoch: [244] [1880/2904] eta: 0:12:53 lr: 0.001996 loss: 0.1808 (0.1940) loss_rec_all: 0.2069 (0.2199) loss_rec_sfr: 0.2649 (0.2843) loss_cl: -0.2792 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [20:14:05.565692] Epoch: [244] [1900/2904] eta: 0:12:38 lr: 0.001996 loss: 0.1813 (0.1940) loss_rec_all: 0.2076 (0.2199) loss_rec_sfr: 0.2708 (0.2844) loss_cl: -0.2792 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [20:14:20.489907] Epoch: [244] [1920/2904] eta: 0:12:23 lr: 0.001996 loss: 0.1809 (0.1940) loss_rec_all: 0.2067 (0.2199) loss_rec_sfr: 0.2563 (0.2843) loss_cl: -0.2792 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [20:14:35.411969] Epoch: [244] [1940/2904] eta: 0:12:08 lr: 0.001996 loss: 0.1837 (0.1941) loss_rec_all: 0.2095 (0.2200) loss_rec_sfr: 0.2749 (0.2846) loss_cl: -0.2787 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [20:14:50.333041] Epoch: [244] [1960/2904] eta: 0:11:52 lr: 0.001996 loss: 0.1813 (0.1940) loss_rec_all: 0.2074 (0.2199) loss_rec_sfr: 0.2683 (0.2844) loss_cl: -0.2781 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [20:15:05.259478] Epoch: [244] [1980/2904] eta: 0:11:37 lr: 0.001996 loss: 0.1856 (0.1941) loss_rec_all: 0.2118 (0.2200) loss_rec_sfr: 0.2665 (0.2847) loss_cl: -0.2794 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [20:15:20.188132] Epoch: [244] [2000/2904] eta: 0:11:22 lr: 0.001995 loss: 0.1819 (0.1940) loss_rec_all: 0.2084 (0.2199) loss_rec_sfr: 0.2619 (0.2845) loss_cl: -0.2789 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [20:15:35.108049] Epoch: [244] [2020/2904] eta: 0:11:07 lr: 0.001995 loss: 0.1850 (0.1941) loss_rec_all: 0.2109 (0.2200) loss_rec_sfr: 0.2544 (0.2845) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [20:15:50.036012] Epoch: [244] [2040/2904] eta: 0:10:52 lr: 0.001995 loss: 0.1863 (0.1941) loss_rec_all: 0.2123 (0.2200) loss_rec_sfr: 0.2624 (0.2845) loss_cl: -0.2795 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [20:16:04.957429] Epoch: [244] [2060/2904] eta: 0:10:37 lr: 0.001995 loss: 0.1850 (0.1941) loss_rec_all: 0.2108 (0.2200) loss_rec_sfr: 0.2513 (0.2846) loss_cl: -0.2780 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [20:16:19.872556] Epoch: [244] [2080/2904] eta: 0:10:21 lr: 0.001995 loss: 0.1868 (0.1941) loss_rec_all: 0.2131 (0.2200) loss_rec_sfr: 0.2665 (0.2846) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [20:16:34.788751] Epoch: [244] [2100/2904] eta: 0:10:06 lr: 0.001995 loss: 0.1817 (0.1942) loss_rec_all: 0.2081 (0.2201) loss_rec_sfr: 0.2759 (0.2849) loss_cl: -0.2795 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [20:16:49.705837] Epoch: [244] [2120/2904] eta: 0:09:51 lr: 0.001995 loss: 0.1833 (0.1942) loss_rec_all: 0.2093 (0.2201) loss_rec_sfr: 0.2619 (0.2849) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [20:17:04.634430] Epoch: [244] [2140/2904] eta: 0:09:36 lr: 0.001995 loss: 0.1827 (0.1942) loss_rec_all: 0.2087 (0.2201) loss_rec_sfr: 0.2647 (0.2848) loss_cl: -0.2788 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [20:17:19.554218] Epoch: [244] [2160/2904] eta: 0:09:21 lr: 0.001995 loss: 0.1877 (0.1942) loss_rec_all: 0.2137 (0.2201) loss_rec_sfr: 0.2624 (0.2850) loss_cl: -0.2792 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [20:17:34.475109] Epoch: [244] [2180/2904] eta: 0:09:06 lr: 0.001995 loss: 0.1823 (0.1943) loss_rec_all: 0.2086 (0.2201) loss_rec_sfr: 0.2736 (0.2851) loss_cl: -0.2792 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [20:17:49.390779] Epoch: [244] [2200/2904] eta: 0:08:50 lr: 0.001995 loss: 0.1856 (0.1943) loss_rec_all: 0.2116 (0.2201) loss_rec_sfr: 0.2679 (0.2851) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [20:18:04.309586] Epoch: [244] [2220/2904] eta: 0:08:35 lr: 0.001995 loss: 0.1851 (0.1942) loss_rec_all: 0.2111 (0.2201) loss_rec_sfr: 0.2614 (0.2851) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [20:18:19.235049] Epoch: [244] [2240/2904] eta: 0:08:20 lr: 0.001995 loss: 0.1805 (0.1941) loss_rec_all: 0.2068 (0.2200) loss_rec_sfr: 0.2310 (0.2847) loss_cl: -0.2780 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [20:18:34.165028] Epoch: [244] [2260/2904] eta: 0:08:05 lr: 0.001995 loss: 0.1827 (0.1941) loss_rec_all: 0.2088 (0.2200) loss_rec_sfr: 0.2585 (0.2846) loss_cl: -0.2787 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [20:18:49.095371] Epoch: [244] [2280/2904] eta: 0:07:50 lr: 0.001995 loss: 0.1889 (0.1941) loss_rec_all: 0.2149 (0.2200) loss_rec_sfr: 0.2723 (0.2847) loss_cl: -0.2795 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [20:19:04.031564] Epoch: [244] [2300/2904] eta: 0:07:35 lr: 0.001995 loss: 0.1823 (0.1941) loss_rec_all: 0.2088 (0.2200) loss_rec_sfr: 0.2580 (0.2846) loss_cl: -0.2794 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [20:19:18.962153] Epoch: [244] [2320/2904] eta: 0:07:20 lr: 0.001995 loss: 0.1821 (0.1941) loss_rec_all: 0.2083 (0.2200) loss_rec_sfr: 0.2673 (0.2846) loss_cl: -0.2784 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [20:19:33.884857] Epoch: [244] [2340/2904] eta: 0:07:05 lr: 0.001995 loss: 0.1921 (0.1942) loss_rec_all: 0.2181 (0.2201) loss_rec_sfr: 0.2686 (0.2849) loss_cl: -0.2788 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [20:19:48.804777] Epoch: [244] [2360/2904] eta: 0:06:50 lr: 0.001995 loss: 0.1826 (0.1942) loss_rec_all: 0.2086 (0.2201) loss_rec_sfr: 0.2530 (0.2849) loss_cl: -0.2792 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [20:20:03.728543] Epoch: [244] [2380/2904] eta: 0:06:34 lr: 0.001995 loss: 0.1819 (0.1941) loss_rec_all: 0.2082 (0.2200) loss_rec_sfr: 0.2327 (0.2847) loss_cl: -0.2792 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [20:20:18.655436] Epoch: [244] [2400/2904] eta: 0:06:19 lr: 0.001995 loss: 0.1775 (0.1941) loss_rec_all: 0.2038 (0.2200) loss_rec_sfr: 0.2603 (0.2846) loss_cl: -0.2792 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [20:20:33.581821] Epoch: [244] [2420/2904] eta: 0:06:04 lr: 0.001995 loss: 0.1838 (0.1941) loss_rec_all: 0.2101 (0.2200) loss_rec_sfr: 0.2742 (0.2847) loss_cl: -0.2788 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [20:20:48.511943] Epoch: [244] [2440/2904] eta: 0:05:49 lr: 0.001995 loss: 0.1846 (0.1941) loss_rec_all: 0.2108 (0.2200) loss_rec_sfr: 0.2539 (0.2846) loss_cl: -0.2791 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [20:21:03.434305] Epoch: [244] [2460/2904] eta: 0:05:34 lr: 0.001995 loss: 0.1804 (0.1941) loss_rec_all: 0.2067 (0.2200) loss_rec_sfr: 0.2691 (0.2847) loss_cl: -0.2790 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [20:21:18.353135] Epoch: [244] [2480/2904] eta: 0:05:19 lr: 0.001995 loss: 0.1885 (0.1941) loss_rec_all: 0.2145 (0.2200) loss_rec_sfr: 0.2776 (0.2849) loss_cl: -0.2779 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [20:21:33.271905] Epoch: [244] [2500/2904] eta: 0:05:04 lr: 0.001995 loss: 0.1846 (0.1942) loss_rec_all: 0.2110 (0.2201) loss_rec_sfr: 0.2403 (0.2849) loss_cl: -0.2781 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [20:21:48.194599] Epoch: [244] [2520/2904] eta: 0:04:49 lr: 0.001995 loss: 0.1856 (0.1942) loss_rec_all: 0.2118 (0.2200) loss_rec_sfr: 0.2601 (0.2848) loss_cl: -0.2796 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [20:22:03.108322] Epoch: [244] [2540/2904] eta: 0:04:34 lr: 0.001995 loss: 0.1829 (0.1942) loss_rec_all: 0.2090 (0.2201) loss_rec_sfr: 0.2647 (0.2848) loss_cl: -0.2801 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [20:22:18.025348] Epoch: [244] [2560/2904] eta: 0:04:19 lr: 0.001995 loss: 0.1805 (0.1941) loss_rec_all: 0.2069 (0.2200) loss_rec_sfr: 0.2546 (0.2847) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [20:22:32.941362] Epoch: [244] [2580/2904] eta: 0:04:03 lr: 0.001995 loss: 0.1822 (0.1941) loss_rec_all: 0.2081 (0.2200) loss_rec_sfr: 0.2640 (0.2846) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [20:22:47.865465] Epoch: [244] [2600/2904] eta: 0:03:48 lr: 0.001995 loss: 0.1902 (0.1941) loss_rec_all: 0.2161 (0.2200) loss_rec_sfr: 0.2647 (0.2846) loss_cl: -0.2789 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [20:23:02.782286] Epoch: [244] [2620/2904] eta: 0:03:33 lr: 0.001995 loss: 0.1847 (0.1941) loss_rec_all: 0.2106 (0.2200) loss_rec_sfr: 0.2753 (0.2847) loss_cl: -0.2793 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [20:23:17.698327] Epoch: [244] [2640/2904] eta: 0:03:18 lr: 0.001995 loss: 0.1829 (0.1941) loss_rec_all: 0.2091 (0.2199) loss_rec_sfr: 0.2621 (0.2846) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [20:23:32.621352] Epoch: [244] [2660/2904] eta: 0:03:03 lr: 0.001995 loss: 0.1877 (0.1941) loss_rec_all: 0.2135 (0.2200) loss_rec_sfr: 0.2633 (0.2846) loss_cl: -0.2785 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [20:23:47.539359] Epoch: [244] [2680/2904] eta: 0:02:48 lr: 0.001995 loss: 0.1842 (0.1941) loss_rec_all: 0.2101 (0.2200) loss_rec_sfr: 0.2622 (0.2845) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [20:24:02.457510] Epoch: [244] [2700/2904] eta: 0:02:33 lr: 0.001995 loss: 0.1864 (0.1941) loss_rec_all: 0.2123 (0.2200) loss_rec_sfr: 0.2728 (0.2846) loss_cl: -0.2783 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [20:24:17.377796] Epoch: [244] [2720/2904] eta: 0:02:18 lr: 0.001995 loss: 0.1833 (0.1941) loss_rec_all: 0.2096 (0.2199) loss_rec_sfr: 0.2372 (0.2845) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [20:24:32.292636] Epoch: [244] [2740/2904] eta: 0:02:03 lr: 0.001995 loss: 0.1870 (0.1941) loss_rec_all: 0.2133 (0.2200) loss_rec_sfr: 0.2688 (0.2847) loss_cl: -0.2797 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [20:24:47.208233] Epoch: [244] [2760/2904] eta: 0:01:48 lr: 0.001995 loss: 0.1836 (0.1941) loss_rec_all: 0.2096 (0.2200) loss_rec_sfr: 0.2622 (0.2846) loss_cl: -0.2793 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [20:25:02.134074] Epoch: [244] [2780/2904] eta: 0:01:33 lr: 0.001994 loss: 0.1829 (0.1940) loss_rec_all: 0.2091 (0.2199) loss_rec_sfr: 0.2358 (0.2844) loss_cl: -0.2786 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [20:25:17.064959] Epoch: [244] [2800/2904] eta: 0:01:18 lr: 0.001994 loss: 0.1809 (0.1940) loss_rec_all: 0.2068 (0.2199) loss_rec_sfr: 0.2670 (0.2843) loss_cl: -0.2785 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [20:25:31.995074] Epoch: [244] [2820/2904] eta: 0:01:03 lr: 0.001994 loss: 0.1843 (0.1940) loss_rec_all: 0.2100 (0.2199) loss_rec_sfr: 0.2825 (0.2844) loss_cl: -0.2786 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [20:25:46.973903] Epoch: [244] [2840/2904] eta: 0:00:48 lr: 0.001994 loss: 0.1807 (0.1940) loss_rec_all: 0.2071 (0.2198) loss_rec_sfr: 0.2230 (0.2843) loss_cl: -0.2789 (-0.2788) time: 0.7489 data: 0.0024 max mem: 29860 [20:26:01.880023] Epoch: [244] [2860/2904] eta: 0:00:33 lr: 0.001994 loss: 0.1816 (0.1940) loss_rec_all: 0.2080 (0.2198) loss_rec_sfr: 0.2661 (0.2843) loss_cl: -0.2792 (-0.2788) time: 0.7453 data: 0.0001 max mem: 29860 [20:26:16.789329] Epoch: [244] [2880/2904] eta: 0:00:18 lr: 0.001994 loss: 0.1811 (0.1939) loss_rec_all: 0.2070 (0.2198) loss_rec_sfr: 0.2661 (0.2841) loss_cl: -0.2791 (-0.2788) time: 0.7454 data: 0.0001 max mem: 29860 [20:26:31.702785] Epoch: [244] [2900/2904] eta: 0:00:03 lr: 0.001994 loss: 0.1862 (0.1940) loss_rec_all: 0.2123 (0.2199) loss_rec_sfr: 0.2719 (0.2844) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0001 max mem: 29860 [20:26:33.946629] Epoch: [244] [2903/2904] eta: 0:00:00 lr: 0.001994 loss: 0.1809 (0.1940) loss_rec_all: 0.2075 (0.2199) loss_rec_sfr: 0.2645 (0.2844) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0001 max mem: 29860 [20:26:35.975436] Epoch: [244] Total time: 0:36:26 (0.7530 s / it) [20:26:36.054539] Averaged stats: lr: 0.001994 loss: 0.1809 (0.1961) loss_rec_all: 0.2075 (0.2197) loss_rec_sfr: 0.2645 (0.2844) loss_cl: -0.2787 (-0.2556) [20:26:36.059245] log_dir: ./checkpoint/VF2_ViT-B [20:26:50.916040] Epoch: [245] [ 0/2904] eta: 11:59:01 lr: 0.001994 loss: 0.1801 (0.1801) loss_rec_all: 0.2062 (0.2062) loss_rec_sfr: 0.2678 (0.2678) loss_cl: -0.2792 (-0.2792) time: 14.8560 data: 13.5607 max mem: 29860 [20:27:07.650657] Epoch: [245] [ 20/2904] eta: 1:12:18 lr: 0.001994 loss: 0.1864 (0.1935) loss_rec_all: 0.2126 (0.2195) loss_rec_sfr: 0.2508 (0.2761) loss_cl: -0.2788 (-0.2788) time: 0.8367 data: 0.0003 max mem: 29860 [20:27:22.536428] Epoch: [245] [ 40/2904] eta: 0:54:06 lr: 0.001994 loss: 0.1796 (0.1889) loss_rec_all: 0.2055 (0.2150) loss_rec_sfr: 0.2462 (0.2646) loss_cl: -0.2791 (-0.2789) time: 0.7443 data: 0.0002 max mem: 29860 [20:27:37.426965] Epoch: [245] [ 60/2904] eta: 0:47:40 lr: 0.001994 loss: 0.1866 (0.1904) loss_rec_all: 0.2127 (0.2163) loss_rec_sfr: 0.2637 (0.2705) loss_cl: -0.2783 (-0.2787) time: 0.7445 data: 0.0002 max mem: 29860 [20:27:52.331686] Epoch: [245] [ 80/2904] eta: 0:44:19 lr: 0.001994 loss: 0.1809 (0.1917) loss_rec_all: 0.2067 (0.2176) loss_rec_sfr: 0.2792 (0.2795) loss_cl: -0.2789 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [20:28:07.248951] Epoch: [245] [ 100/2904] eta: 0:42:11 lr: 0.001994 loss: 0.1846 (0.1922) loss_rec_all: 0.2107 (0.2181) loss_rec_sfr: 0.2724 (0.2821) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [20:28:22.183740] Epoch: [245] [ 120/2904] eta: 0:40:41 lr: 0.001994 loss: 0.1899 (0.1922) loss_rec_all: 0.2161 (0.2182) loss_rec_sfr: 0.2623 (0.2805) loss_cl: -0.2791 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [20:28:37.135711] Epoch: [245] [ 140/2904] eta: 0:39:33 lr: 0.001994 loss: 0.1830 (0.1923) loss_rec_all: 0.2093 (0.2182) loss_rec_sfr: 0.2297 (0.2792) loss_cl: -0.2783 (-0.2788) time: 0.7476 data: 0.0002 max mem: 29860 [20:28:52.076221] Epoch: [245] [ 160/2904] eta: 0:38:38 lr: 0.001994 loss: 0.1838 (0.1937) loss_rec_all: 0.2098 (0.2196) loss_rec_sfr: 0.2698 (0.2849) loss_cl: -0.2791 (-0.2788) time: 0.7470 data: 0.0002 max mem: 29860 [20:29:07.018810] Epoch: [245] [ 180/2904] eta: 0:37:51 lr: 0.001994 loss: 0.1844 (0.1941) loss_rec_all: 0.2104 (0.2199) loss_rec_sfr: 0.2694 (0.2862) loss_cl: -0.2793 (-0.2788) time: 0.7471 data: 0.0002 max mem: 29860 [20:29:21.965178] Epoch: [245] [ 200/2904] eta: 0:37:11 lr: 0.001994 loss: 0.1847 (0.1941) loss_rec_all: 0.2106 (0.2199) loss_rec_sfr: 0.2694 (0.2861) loss_cl: -0.2790 (-0.2788) time: 0.7473 data: 0.0002 max mem: 29860 [20:29:36.908392] Epoch: [245] [ 220/2904] eta: 0:36:36 lr: 0.001994 loss: 0.1864 (0.1944) loss_rec_all: 0.2127 (0.2202) loss_rec_sfr: 0.2621 (0.2871) loss_cl: -0.2790 (-0.2789) time: 0.7471 data: 0.0002 max mem: 29860 [20:29:51.839606] Epoch: [245] [ 240/2904] eta: 0:36:04 lr: 0.001994 loss: 0.1882 (0.1946) loss_rec_all: 0.2140 (0.2204) loss_rec_sfr: 0.2785 (0.2884) loss_cl: -0.2782 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [20:30:06.761423] Epoch: [245] [ 260/2904] eta: 0:35:34 lr: 0.001994 loss: 0.1912 (0.1946) loss_rec_all: 0.2172 (0.2205) loss_rec_sfr: 0.2638 (0.2879) loss_cl: -0.2788 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [20:30:21.699548] Epoch: [245] [ 280/2904] eta: 0:35:06 lr: 0.001994 loss: 0.1826 (0.1949) loss_rec_all: 0.2092 (0.2208) loss_rec_sfr: 0.2670 (0.2888) loss_cl: -0.2797 (-0.2788) time: 0.7469 data: 0.0002 max mem: 29860 [20:30:36.643698] Epoch: [245] [ 300/2904] eta: 0:34:41 lr: 0.001994 loss: 0.1813 (0.1948) loss_rec_all: 0.2077 (0.2207) loss_rec_sfr: 0.2568 (0.2876) loss_cl: -0.2787 (-0.2789) time: 0.7472 data: 0.0002 max mem: 29860 [20:30:51.583586] Epoch: [245] [ 320/2904] eta: 0:34:16 lr: 0.001994 loss: 0.1797 (0.1945) loss_rec_all: 0.2059 (0.2204) loss_rec_sfr: 0.2564 (0.2868) loss_cl: -0.2791 (-0.2789) time: 0.7470 data: 0.0002 max mem: 29860 [20:31:06.543338] Epoch: [245] [ 340/2904] eta: 0:33:53 lr: 0.001994 loss: 0.1876 (0.1947) loss_rec_all: 0.2135 (0.2206) loss_rec_sfr: 0.2679 (0.2877) loss_cl: -0.2787 (-0.2789) time: 0.7479 data: 0.0002 max mem: 29860 [20:31:21.481269] Epoch: [245] [ 360/2904] eta: 0:33:31 lr: 0.001994 loss: 0.1825 (0.1949) loss_rec_all: 0.2084 (0.2208) loss_rec_sfr: 0.2714 (0.2887) loss_cl: -0.2783 (-0.2789) time: 0.7469 data: 0.0002 max mem: 29860 [20:31:36.420433] Epoch: [245] [ 380/2904] eta: 0:33:09 lr: 0.001994 loss: 0.1794 (0.1947) loss_rec_all: 0.2056 (0.2206) loss_rec_sfr: 0.2459 (0.2879) loss_cl: -0.2783 (-0.2788) time: 0.7469 data: 0.0002 max mem: 29860 [20:31:51.344059] Epoch: [245] [ 400/2904] eta: 0:32:48 lr: 0.001994 loss: 0.1814 (0.1941) loss_rec_all: 0.2073 (0.2200) loss_rec_sfr: 0.2628 (0.2859) loss_cl: -0.2787 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [20:32:06.279405] Epoch: [245] [ 420/2904] eta: 0:32:28 lr: 0.001994 loss: 0.1806 (0.1939) loss_rec_all: 0.2069 (0.2198) loss_rec_sfr: 0.2262 (0.2851) loss_cl: -0.2795 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [20:32:21.210122] Epoch: [245] [ 440/2904] eta: 0:32:08 lr: 0.001994 loss: 0.1855 (0.1939) loss_rec_all: 0.2119 (0.2198) loss_rec_sfr: 0.2631 (0.2849) loss_cl: -0.2793 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [20:32:36.163569] Epoch: [245] [ 460/2904] eta: 0:31:48 lr: 0.001994 loss: 0.1783 (0.1938) loss_rec_all: 0.2048 (0.2197) loss_rec_sfr: 0.2291 (0.2846) loss_cl: -0.2789 (-0.2788) time: 0.7476 data: 0.0002 max mem: 29860 [20:32:51.124650] Epoch: [245] [ 480/2904] eta: 0:31:30 lr: 0.001994 loss: 0.1776 (0.1934) loss_rec_all: 0.2042 (0.2193) loss_rec_sfr: 0.2230 (0.2830) loss_cl: -0.2794 (-0.2789) time: 0.7480 data: 0.0002 max mem: 29860 [20:33:06.069256] Epoch: [245] [ 500/2904] eta: 0:31:11 lr: 0.001994 loss: 0.1832 (0.1933) loss_rec_all: 0.2094 (0.2192) loss_rec_sfr: 0.2790 (0.2835) loss_cl: -0.2792 (-0.2789) time: 0.7472 data: 0.0002 max mem: 29860 [20:33:20.992669] Epoch: [245] [ 520/2904] eta: 0:30:52 lr: 0.001994 loss: 0.1841 (0.1932) loss_rec_all: 0.2102 (0.2191) loss_rec_sfr: 0.2677 (0.2831) loss_cl: -0.2794 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [20:33:35.907319] Epoch: [245] [ 540/2904] eta: 0:30:34 lr: 0.001994 loss: 0.1815 (0.1930) loss_rec_all: 0.2073 (0.2190) loss_rec_sfr: 0.2730 (0.2829) loss_cl: -0.2787 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [20:33:50.819659] Epoch: [245] [ 560/2904] eta: 0:30:16 lr: 0.001994 loss: 0.1827 (0.1930) loss_rec_all: 0.2090 (0.2189) loss_rec_sfr: 0.2649 (0.2824) loss_cl: -0.2792 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [20:34:05.734980] Epoch: [245] [ 580/2904] eta: 0:29:58 lr: 0.001994 loss: 0.1848 (0.1932) loss_rec_all: 0.2110 (0.2191) loss_rec_sfr: 0.2647 (0.2830) loss_cl: -0.2780 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [20:34:20.649074] Epoch: [245] [ 600/2904] eta: 0:29:40 lr: 0.001994 loss: 0.1928 (0.1936) loss_rec_all: 0.2187 (0.2195) loss_rec_sfr: 0.2723 (0.2844) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [20:34:35.568571] Epoch: [245] [ 620/2904] eta: 0:29:23 lr: 0.001994 loss: 0.1819 (0.1938) loss_rec_all: 0.2080 (0.2197) loss_rec_sfr: 0.2781 (0.2851) loss_cl: -0.2795 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [20:34:50.493698] Epoch: [245] [ 640/2904] eta: 0:29:06 lr: 0.001993 loss: 0.1807 (0.1938) loss_rec_all: 0.2065 (0.2197) loss_rec_sfr: 0.2579 (0.2851) loss_cl: -0.2794 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [20:35:05.417753] Epoch: [245] [ 660/2904] eta: 0:28:49 lr: 0.001993 loss: 0.1842 (0.1937) loss_rec_all: 0.2103 (0.2196) loss_rec_sfr: 0.2609 (0.2852) loss_cl: -0.2787 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [20:35:20.341488] Epoch: [245] [ 680/2904] eta: 0:28:32 lr: 0.001993 loss: 0.1914 (0.1941) loss_rec_all: 0.2173 (0.2199) loss_rec_sfr: 0.2737 (0.2862) loss_cl: -0.2776 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [20:35:35.260725] Epoch: [245] [ 700/2904] eta: 0:28:15 lr: 0.001993 loss: 0.1806 (0.1940) loss_rec_all: 0.2064 (0.2198) loss_rec_sfr: 0.2216 (0.2856) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [20:35:50.180840] Epoch: [245] [ 720/2904] eta: 0:27:58 lr: 0.001993 loss: 0.1860 (0.1940) loss_rec_all: 0.2121 (0.2199) loss_rec_sfr: 0.2657 (0.2858) loss_cl: -0.2796 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [20:36:05.103307] Epoch: [245] [ 740/2904] eta: 0:27:41 lr: 0.001993 loss: 0.1875 (0.1941) loss_rec_all: 0.2136 (0.2200) loss_rec_sfr: 0.2689 (0.2863) loss_cl: -0.2796 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [20:36:20.017513] Epoch: [245] [ 760/2904] eta: 0:27:25 lr: 0.001993 loss: 0.1800 (0.1940) loss_rec_all: 0.2059 (0.2199) loss_rec_sfr: 0.2211 (0.2858) loss_cl: -0.2794 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [20:36:34.937834] Epoch: [245] [ 780/2904] eta: 0:27:08 lr: 0.001993 loss: 0.1816 (0.1941) loss_rec_all: 0.2075 (0.2200) loss_rec_sfr: 0.2703 (0.2863) loss_cl: -0.2780 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [20:36:49.856318] Epoch: [245] [ 800/2904] eta: 0:26:52 lr: 0.001993 loss: 0.1841 (0.1939) loss_rec_all: 0.2098 (0.2198) loss_rec_sfr: 0.2676 (0.2859) loss_cl: -0.2777 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [20:37:04.771625] Epoch: [245] [ 820/2904] eta: 0:26:35 lr: 0.001993 loss: 0.1832 (0.1939) loss_rec_all: 0.2097 (0.2198) loss_rec_sfr: 0.2687 (0.2860) loss_cl: -0.2794 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [20:37:19.681644] Epoch: [245] [ 840/2904] eta: 0:26:19 lr: 0.001993 loss: 0.1853 (0.1938) loss_rec_all: 0.2112 (0.2197) loss_rec_sfr: 0.2331 (0.2854) loss_cl: -0.2790 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [20:37:34.601130] Epoch: [245] [ 860/2904] eta: 0:26:03 lr: 0.001993 loss: 0.1829 (0.1941) loss_rec_all: 0.2088 (0.2200) loss_rec_sfr: 0.2720 (0.2862) loss_cl: -0.2786 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [20:37:49.517618] Epoch: [245] [ 880/2904] eta: 0:25:47 lr: 0.001993 loss: 0.1834 (0.1940) loss_rec_all: 0.2091 (0.2198) loss_rec_sfr: 0.2700 (0.2860) loss_cl: -0.2778 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [20:38:04.439587] Epoch: [245] [ 900/2904] eta: 0:25:31 lr: 0.001993 loss: 0.1869 (0.1941) loss_rec_all: 0.2127 (0.2200) loss_rec_sfr: 0.2575 (0.2863) loss_cl: -0.2776 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [20:38:19.358479] Epoch: [245] [ 920/2904] eta: 0:25:14 lr: 0.001993 loss: 0.1848 (0.1941) loss_rec_all: 0.2108 (0.2200) loss_rec_sfr: 0.2629 (0.2863) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [20:38:34.279733] Epoch: [245] [ 940/2904] eta: 0:24:58 lr: 0.001993 loss: 0.1800 (0.1940) loss_rec_all: 0.2061 (0.2199) loss_rec_sfr: 0.2694 (0.2860) loss_cl: -0.2793 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [20:38:49.202955] Epoch: [245] [ 960/2904] eta: 0:24:42 lr: 0.001993 loss: 0.1809 (0.1939) loss_rec_all: 0.2068 (0.2198) loss_rec_sfr: 0.2503 (0.2858) loss_cl: -0.2791 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [20:39:04.131921] Epoch: [245] [ 980/2904] eta: 0:24:27 lr: 0.001993 loss: 0.1808 (0.1939) loss_rec_all: 0.2071 (0.2197) loss_rec_sfr: 0.2551 (0.2855) loss_cl: -0.2789 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [20:39:19.069673] Epoch: [245] [1000/2904] eta: 0:24:11 lr: 0.001993 loss: 0.1802 (0.1938) loss_rec_all: 0.2066 (0.2196) loss_rec_sfr: 0.2416 (0.2850) loss_cl: -0.2787 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [20:39:34.003374] Epoch: [245] [1020/2904] eta: 0:23:55 lr: 0.001993 loss: 0.1849 (0.1936) loss_rec_all: 0.2110 (0.2195) loss_rec_sfr: 0.2560 (0.2845) loss_cl: -0.2789 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [20:39:48.932275] Epoch: [245] [1040/2904] eta: 0:23:39 lr: 0.001993 loss: 0.1847 (0.1936) loss_rec_all: 0.2106 (0.2195) loss_rec_sfr: 0.2722 (0.2849) loss_cl: -0.2790 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [20:40:03.854660] Epoch: [245] [1060/2904] eta: 0:23:23 lr: 0.001993 loss: 0.1853 (0.1937) loss_rec_all: 0.2113 (0.2196) loss_rec_sfr: 0.2663 (0.2850) loss_cl: -0.2795 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [20:40:18.780626] Epoch: [245] [1080/2904] eta: 0:23:08 lr: 0.001993 loss: 0.1800 (0.1936) loss_rec_all: 0.2065 (0.2195) loss_rec_sfr: 0.2678 (0.2848) loss_cl: -0.2798 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [20:40:33.706382] Epoch: [245] [1100/2904] eta: 0:22:52 lr: 0.001993 loss: 0.1889 (0.1937) loss_rec_all: 0.2150 (0.2196) loss_rec_sfr: 0.2626 (0.2848) loss_cl: -0.2793 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [20:40:48.633068] Epoch: [245] [1120/2904] eta: 0:22:36 lr: 0.001993 loss: 0.1818 (0.1937) loss_rec_all: 0.2080 (0.2196) loss_rec_sfr: 0.2731 (0.2849) loss_cl: -0.2794 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [20:41:03.549094] Epoch: [245] [1140/2904] eta: 0:22:21 lr: 0.001993 loss: 0.1813 (0.1936) loss_rec_all: 0.2075 (0.2195) loss_rec_sfr: 0.2308 (0.2842) loss_cl: -0.2786 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [20:41:18.465512] Epoch: [245] [1160/2904] eta: 0:22:05 lr: 0.001993 loss: 0.1823 (0.1935) loss_rec_all: 0.2082 (0.2194) loss_rec_sfr: 0.2598 (0.2840) loss_cl: -0.2778 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [20:41:33.386022] Epoch: [245] [1180/2904] eta: 0:21:49 lr: 0.001993 loss: 0.1852 (0.1936) loss_rec_all: 0.2112 (0.2195) loss_rec_sfr: 0.2712 (0.2844) loss_cl: -0.2784 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [20:41:48.304444] Epoch: [245] [1200/2904] eta: 0:21:34 lr: 0.001993 loss: 0.1810 (0.1936) loss_rec_all: 0.2069 (0.2195) loss_rec_sfr: 0.2532 (0.2842) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [20:42:03.228595] Epoch: [245] [1220/2904] eta: 0:21:18 lr: 0.001993 loss: 0.1875 (0.1938) loss_rec_all: 0.2134 (0.2197) loss_rec_sfr: 0.2741 (0.2851) loss_cl: -0.2778 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [20:42:18.148594] Epoch: [245] [1240/2904] eta: 0:21:03 lr: 0.001993 loss: 0.1831 (0.1939) loss_rec_all: 0.2096 (0.2198) loss_rec_sfr: 0.2743 (0.2856) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [20:42:33.062168] Epoch: [245] [1260/2904] eta: 0:20:47 lr: 0.001993 loss: 0.1851 (0.1941) loss_rec_all: 0.2113 (0.2200) loss_rec_sfr: 0.2613 (0.2861) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [20:42:47.984364] Epoch: [245] [1280/2904] eta: 0:20:32 lr: 0.001993 loss: 0.1828 (0.1942) loss_rec_all: 0.2088 (0.2201) loss_rec_sfr: 0.2667 (0.2864) loss_cl: -0.2789 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [20:43:02.905339] Epoch: [245] [1300/2904] eta: 0:20:16 lr: 0.001993 loss: 0.1887 (0.1943) loss_rec_all: 0.2146 (0.2202) loss_rec_sfr: 0.2799 (0.2869) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [20:43:17.823639] Epoch: [245] [1320/2904] eta: 0:20:01 lr: 0.001993 loss: 0.1815 (0.1942) loss_rec_all: 0.2076 (0.2201) loss_rec_sfr: 0.2267 (0.2864) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [20:43:32.741220] Epoch: [245] [1340/2904] eta: 0:19:45 lr: 0.001993 loss: 0.1933 (0.1944) loss_rec_all: 0.2193 (0.2203) loss_rec_sfr: 0.2724 (0.2870) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [20:43:47.678693] Epoch: [245] [1360/2904] eta: 0:19:30 lr: 0.001993 loss: 0.1818 (0.1944) loss_rec_all: 0.2080 (0.2203) loss_rec_sfr: 0.2747 (0.2871) loss_cl: -0.2786 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [20:44:02.608599] Epoch: [245] [1380/2904] eta: 0:19:14 lr: 0.001993 loss: 0.1822 (0.1944) loss_rec_all: 0.2084 (0.2203) loss_rec_sfr: 0.2626 (0.2872) loss_cl: -0.2789 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [20:44:17.542798] Epoch: [245] [1400/2904] eta: 0:18:59 lr: 0.001993 loss: 0.1807 (0.1944) loss_rec_all: 0.2067 (0.2203) loss_rec_sfr: 0.2651 (0.2873) loss_cl: -0.2789 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [20:44:32.465900] Epoch: [245] [1420/2904] eta: 0:18:44 lr: 0.001992 loss: 0.1826 (0.1943) loss_rec_all: 0.2088 (0.2202) loss_rec_sfr: 0.2710 (0.2871) loss_cl: -0.2783 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [20:44:47.378926] Epoch: [245] [1440/2904] eta: 0:18:28 lr: 0.001992 loss: 0.1881 (0.1944) loss_rec_all: 0.2139 (0.2203) loss_rec_sfr: 0.2689 (0.2873) loss_cl: -0.2799 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [20:45:02.298852] Epoch: [245] [1460/2904] eta: 0:18:13 lr: 0.001992 loss: 0.1842 (0.1944) loss_rec_all: 0.2104 (0.2203) loss_rec_sfr: 0.2724 (0.2873) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [20:45:17.225075] Epoch: [245] [1480/2904] eta: 0:17:57 lr: 0.001992 loss: 0.1838 (0.1944) loss_rec_all: 0.2097 (0.2203) loss_rec_sfr: 0.2692 (0.2874) loss_cl: -0.2788 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [20:45:32.148498] Epoch: [245] [1500/2904] eta: 0:17:42 lr: 0.001992 loss: 0.1846 (0.1943) loss_rec_all: 0.2104 (0.2202) loss_rec_sfr: 0.2725 (0.2871) loss_cl: -0.2786 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [20:45:47.068103] Epoch: [245] [1520/2904] eta: 0:17:27 lr: 0.001992 loss: 0.1812 (0.1945) loss_rec_all: 0.2071 (0.2203) loss_rec_sfr: 0.2765 (0.2877) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [20:46:01.988714] Epoch: [245] [1540/2904] eta: 0:17:11 lr: 0.001992 loss: 0.1874 (0.1946) loss_rec_all: 0.2133 (0.2204) loss_rec_sfr: 0.2614 (0.2878) loss_cl: -0.2783 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [20:46:16.905552] Epoch: [245] [1560/2904] eta: 0:16:56 lr: 0.001992 loss: 0.1844 (0.1946) loss_rec_all: 0.2106 (0.2204) loss_rec_sfr: 0.2679 (0.2879) loss_cl: -0.2804 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [20:46:31.830120] Epoch: [245] [1580/2904] eta: 0:16:41 lr: 0.001992 loss: 0.1852 (0.1946) loss_rec_all: 0.2115 (0.2205) loss_rec_sfr: 0.2393 (0.2880) loss_cl: -0.2799 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [20:46:46.749186] Epoch: [245] [1600/2904] eta: 0:16:26 lr: 0.001992 loss: 0.1830 (0.1945) loss_rec_all: 0.2093 (0.2204) loss_rec_sfr: 0.2238 (0.2875) loss_cl: -0.2783 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [20:47:01.666724] Epoch: [245] [1620/2904] eta: 0:16:10 lr: 0.001992 loss: 0.1835 (0.1944) loss_rec_all: 0.2100 (0.2203) loss_rec_sfr: 0.2391 (0.2871) loss_cl: -0.2779 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [20:47:16.589793] Epoch: [245] [1640/2904] eta: 0:15:55 lr: 0.001992 loss: 0.1834 (0.1944) loss_rec_all: 0.2099 (0.2203) loss_rec_sfr: 0.2679 (0.2869) loss_cl: -0.2783 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [20:47:31.501651] Epoch: [245] [1660/2904] eta: 0:15:40 lr: 0.001992 loss: 0.1862 (0.1945) loss_rec_all: 0.2121 (0.2204) loss_rec_sfr: 0.2644 (0.2872) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [20:47:46.419303] Epoch: [245] [1680/2904] eta: 0:15:24 lr: 0.001992 loss: 0.1822 (0.1945) loss_rec_all: 0.2089 (0.2203) loss_rec_sfr: 0.2089 (0.2868) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [20:48:01.333828] Epoch: [245] [1700/2904] eta: 0:15:09 lr: 0.001992 loss: 0.1881 (0.1945) loss_rec_all: 0.2144 (0.2204) loss_rec_sfr: 0.2769 (0.2870) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [20:48:16.244060] Epoch: [245] [1720/2904] eta: 0:14:54 lr: 0.001992 loss: 0.1893 (0.1946) loss_rec_all: 0.2153 (0.2205) loss_rec_sfr: 0.2645 (0.2872) loss_cl: -0.2793 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [20:48:31.156889] Epoch: [245] [1740/2904] eta: 0:14:39 lr: 0.001992 loss: 0.1868 (0.1946) loss_rec_all: 0.2127 (0.2205) loss_rec_sfr: 0.2626 (0.2872) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [20:48:46.070360] Epoch: [245] [1760/2904] eta: 0:14:23 lr: 0.001992 loss: 0.1866 (0.1946) loss_rec_all: 0.2126 (0.2205) loss_rec_sfr: 0.2586 (0.2872) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [20:49:00.988025] Epoch: [245] [1780/2904] eta: 0:14:08 lr: 0.001992 loss: 0.1860 (0.1948) loss_rec_all: 0.2122 (0.2206) loss_rec_sfr: 0.2822 (0.2876) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [20:49:15.902191] Epoch: [245] [1800/2904] eta: 0:13:53 lr: 0.001992 loss: 0.1864 (0.1948) loss_rec_all: 0.2122 (0.2206) loss_rec_sfr: 0.2786 (0.2877) loss_cl: -0.2794 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [20:49:30.822700] Epoch: [245] [1820/2904] eta: 0:13:38 lr: 0.001992 loss: 0.1838 (0.1948) loss_rec_all: 0.2102 (0.2207) loss_rec_sfr: 0.2658 (0.2878) loss_cl: -0.2795 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [20:49:45.745456] Epoch: [245] [1840/2904] eta: 0:13:23 lr: 0.001992 loss: 0.1853 (0.1948) loss_rec_all: 0.2112 (0.2206) loss_rec_sfr: 0.2671 (0.2878) loss_cl: -0.2788 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [20:50:00.659976] Epoch: [245] [1860/2904] eta: 0:13:07 lr: 0.001992 loss: 0.1846 (0.1948) loss_rec_all: 0.2105 (0.2207) loss_rec_sfr: 0.2680 (0.2881) loss_cl: -0.2783 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [20:50:15.596985] Epoch: [245] [1880/2904] eta: 0:12:52 lr: 0.001992 loss: 0.1872 (0.1949) loss_rec_all: 0.2131 (0.2207) loss_rec_sfr: 0.2762 (0.2882) loss_cl: -0.2787 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [20:50:30.523922] Epoch: [245] [1900/2904] eta: 0:12:37 lr: 0.001992 loss: 0.1849 (0.1949) loss_rec_all: 0.2112 (0.2208) loss_rec_sfr: 0.2661 (0.2885) loss_cl: -0.2791 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [20:50:45.459401] Epoch: [245] [1920/2904] eta: 0:12:22 lr: 0.001992 loss: 0.1909 (0.1951) loss_rec_all: 0.2166 (0.2209) loss_rec_sfr: 0.2780 (0.2890) loss_cl: -0.2783 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [20:51:00.383979] Epoch: [245] [1940/2904] eta: 0:12:07 lr: 0.001992 loss: 0.1832 (0.1951) loss_rec_all: 0.2097 (0.2209) loss_rec_sfr: 0.2559 (0.2890) loss_cl: -0.2788 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [20:51:15.308977] Epoch: [245] [1960/2904] eta: 0:11:52 lr: 0.001992 loss: 0.1801 (0.1950) loss_rec_all: 0.2059 (0.2209) loss_rec_sfr: 0.2642 (0.2890) loss_cl: -0.2787 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [20:51:30.243420] Epoch: [245] [1980/2904] eta: 0:11:36 lr: 0.001992 loss: 0.1853 (0.1951) loss_rec_all: 0.2115 (0.2210) loss_rec_sfr: 0.2781 (0.2894) loss_cl: -0.2793 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [20:51:45.182163] Epoch: [245] [2000/2904] eta: 0:11:21 lr: 0.001992 loss: 0.1809 (0.1951) loss_rec_all: 0.2074 (0.2210) loss_rec_sfr: 0.2603 (0.2894) loss_cl: -0.2791 (-0.2788) time: 0.7469 data: 0.0002 max mem: 29860 [20:52:00.100698] Epoch: [245] [2020/2904] eta: 0:11:06 lr: 0.001992 loss: 0.1835 (0.1951) loss_rec_all: 0.2095 (0.2209) loss_rec_sfr: 0.2596 (0.2893) loss_cl: -0.2795 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [20:52:15.034716] Epoch: [245] [2040/2904] eta: 0:10:51 lr: 0.001992 loss: 0.1831 (0.1950) loss_rec_all: 0.2091 (0.2209) loss_rec_sfr: 0.2407 (0.2890) loss_cl: -0.2785 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [20:52:29.955199] Epoch: [245] [2060/2904] eta: 0:10:36 lr: 0.001992 loss: 0.1828 (0.1950) loss_rec_all: 0.2089 (0.2209) loss_rec_sfr: 0.2501 (0.2889) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [20:52:44.884950] Epoch: [245] [2080/2904] eta: 0:10:21 lr: 0.001992 loss: 0.1801 (0.1950) loss_rec_all: 0.2066 (0.2209) loss_rec_sfr: 0.2673 (0.2888) loss_cl: -0.2786 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [20:52:59.810496] Epoch: [245] [2100/2904] eta: 0:10:06 lr: 0.001992 loss: 0.1923 (0.1951) loss_rec_all: 0.2182 (0.2210) loss_rec_sfr: 0.2723 (0.2892) loss_cl: -0.2788 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [20:53:14.736231] Epoch: [245] [2120/2904] eta: 0:09:50 lr: 0.001992 loss: 0.1849 (0.1951) loss_rec_all: 0.2111 (0.2209) loss_rec_sfr: 0.2641 (0.2890) loss_cl: -0.2794 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [20:53:29.658063] Epoch: [245] [2140/2904] eta: 0:09:35 lr: 0.001992 loss: 0.1845 (0.1951) loss_rec_all: 0.2110 (0.2209) loss_rec_sfr: 0.2659 (0.2891) loss_cl: -0.2794 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [20:53:44.578686] Epoch: [245] [2160/2904] eta: 0:09:20 lr: 0.001992 loss: 0.1811 (0.1951) loss_rec_all: 0.2070 (0.2209) loss_rec_sfr: 0.2629 (0.2890) loss_cl: -0.2792 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [20:53:59.491335] Epoch: [245] [2180/2904] eta: 0:09:05 lr: 0.001992 loss: 0.1852 (0.1951) loss_rec_all: 0.2110 (0.2209) loss_rec_sfr: 0.2746 (0.2890) loss_cl: -0.2784 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [20:54:14.410872] Epoch: [245] [2200/2904] eta: 0:08:50 lr: 0.001991 loss: 0.1812 (0.1950) loss_rec_all: 0.2071 (0.2208) loss_rec_sfr: 0.2644 (0.2888) loss_cl: -0.2787 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [20:54:29.334568] Epoch: [245] [2220/2904] eta: 0:08:35 lr: 0.001991 loss: 0.1811 (0.1949) loss_rec_all: 0.2071 (0.2207) loss_rec_sfr: 0.2360 (0.2884) loss_cl: -0.2789 (-0.2789) time: 0.7461 data: 0.0003 max mem: 29860 [20:54:44.252140] Epoch: [245] [2240/2904] eta: 0:08:20 lr: 0.001991 loss: 0.1805 (0.1949) loss_rec_all: 0.2068 (0.2207) loss_rec_sfr: 0.2283 (0.2883) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [20:54:59.166705] Epoch: [245] [2260/2904] eta: 0:08:05 lr: 0.001991 loss: 0.1876 (0.1949) loss_rec_all: 0.2136 (0.2208) loss_rec_sfr: 0.2736 (0.2885) loss_cl: -0.2780 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [20:55:14.086716] Epoch: [245] [2280/2904] eta: 0:07:49 lr: 0.001991 loss: 0.1827 (0.1949) loss_rec_all: 0.2087 (0.2208) loss_rec_sfr: 0.2671 (0.2884) loss_cl: -0.2793 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [20:55:29.002307] Epoch: [245] [2300/2904] eta: 0:07:34 lr: 0.001991 loss: 0.1920 (0.1949) loss_rec_all: 0.2177 (0.2208) loss_rec_sfr: 0.2694 (0.2884) loss_cl: -0.2794 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [20:55:43.921794] Epoch: [245] [2320/2904] eta: 0:07:19 lr: 0.001991 loss: 0.1822 (0.1949) loss_rec_all: 0.2084 (0.2208) loss_rec_sfr: 0.2724 (0.2886) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [20:55:58.843902] Epoch: [245] [2340/2904] eta: 0:07:04 lr: 0.001991 loss: 0.1811 (0.1949) loss_rec_all: 0.2070 (0.2208) loss_rec_sfr: 0.2651 (0.2886) loss_cl: -0.2786 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [20:56:13.767928] Epoch: [245] [2360/2904] eta: 0:06:49 lr: 0.001991 loss: 0.1838 (0.1949) loss_rec_all: 0.2095 (0.2207) loss_rec_sfr: 0.2659 (0.2885) loss_cl: -0.2789 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [20:56:28.692053] Epoch: [245] [2380/2904] eta: 0:06:34 lr: 0.001991 loss: 0.1798 (0.1948) loss_rec_all: 0.2061 (0.2207) loss_rec_sfr: 0.2303 (0.2882) loss_cl: -0.2792 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [20:56:43.609179] Epoch: [245] [2400/2904] eta: 0:06:19 lr: 0.001991 loss: 0.1850 (0.1948) loss_rec_all: 0.2114 (0.2207) loss_rec_sfr: 0.2707 (0.2881) loss_cl: -0.2797 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [20:56:58.526913] Epoch: [245] [2420/2904] eta: 0:06:04 lr: 0.001991 loss: 0.1852 (0.1948) loss_rec_all: 0.2113 (0.2207) loss_rec_sfr: 0.2537 (0.2881) loss_cl: -0.2794 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [20:57:13.451054] Epoch: [245] [2440/2904] eta: 0:05:49 lr: 0.001991 loss: 0.1827 (0.1948) loss_rec_all: 0.2092 (0.2207) loss_rec_sfr: 0.2455 (0.2882) loss_cl: -0.2796 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [20:57:28.374069] Epoch: [245] [2460/2904] eta: 0:05:34 lr: 0.001991 loss: 0.1832 (0.1948) loss_rec_all: 0.2096 (0.2207) loss_rec_sfr: 0.2661 (0.2880) loss_cl: -0.2783 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [20:57:43.284555] Epoch: [245] [2480/2904] eta: 0:05:19 lr: 0.001991 loss: 0.1835 (0.1948) loss_rec_all: 0.2092 (0.2206) loss_rec_sfr: 0.2716 (0.2880) loss_cl: -0.2782 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [20:57:58.199824] Epoch: [245] [2500/2904] eta: 0:05:04 lr: 0.001991 loss: 0.1807 (0.1948) loss_rec_all: 0.2070 (0.2206) loss_rec_sfr: 0.2389 (0.2880) loss_cl: -0.2781 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [20:58:13.113992] Epoch: [245] [2520/2904] eta: 0:04:48 lr: 0.001991 loss: 0.1838 (0.1948) loss_rec_all: 0.2099 (0.2207) loss_rec_sfr: 0.2761 (0.2881) loss_cl: -0.2794 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [20:58:28.026437] Epoch: [245] [2540/2904] eta: 0:04:33 lr: 0.001991 loss: 0.1839 (0.1948) loss_rec_all: 0.2102 (0.2207) loss_rec_sfr: 0.2642 (0.2881) loss_cl: -0.2799 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [20:58:42.942304] Epoch: [245] [2560/2904] eta: 0:04:18 lr: 0.001991 loss: 0.1812 (0.1948) loss_rec_all: 0.2076 (0.2207) loss_rec_sfr: 0.2654 (0.2881) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [20:58:57.858558] Epoch: [245] [2580/2904] eta: 0:04:03 lr: 0.001991 loss: 0.1823 (0.1948) loss_rec_all: 0.2086 (0.2206) loss_rec_sfr: 0.2766 (0.2881) loss_cl: -0.2782 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [20:59:12.772991] Epoch: [245] [2600/2904] eta: 0:03:48 lr: 0.001991 loss: 0.1851 (0.1948) loss_rec_all: 0.2109 (0.2206) loss_rec_sfr: 0.2363 (0.2880) loss_cl: -0.2778 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [20:59:27.696297] Epoch: [245] [2620/2904] eta: 0:03:33 lr: 0.001991 loss: 0.1851 (0.1948) loss_rec_all: 0.2110 (0.2206) loss_rec_sfr: 0.2693 (0.2880) loss_cl: -0.2790 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [20:59:42.624939] Epoch: [245] [2640/2904] eta: 0:03:18 lr: 0.001991 loss: 0.1846 (0.1948) loss_rec_all: 0.2106 (0.2206) loss_rec_sfr: 0.2727 (0.2880) loss_cl: -0.2792 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [20:59:57.558525] Epoch: [245] [2660/2904] eta: 0:03:03 lr: 0.001991 loss: 0.1861 (0.1948) loss_rec_all: 0.2121 (0.2207) loss_rec_sfr: 0.2728 (0.2882) loss_cl: -0.2792 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [21:00:12.489547] Epoch: [245] [2680/2904] eta: 0:02:48 lr: 0.001991 loss: 0.1859 (0.1949) loss_rec_all: 0.2119 (0.2207) loss_rec_sfr: 0.2672 (0.2884) loss_cl: -0.2788 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [21:00:27.417100] Epoch: [245] [2700/2904] eta: 0:02:33 lr: 0.001991 loss: 0.1801 (0.1948) loss_rec_all: 0.2066 (0.2207) loss_rec_sfr: 0.2650 (0.2882) loss_cl: -0.2790 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [21:00:42.342215] Epoch: [245] [2720/2904] eta: 0:02:18 lr: 0.001991 loss: 0.1858 (0.1949) loss_rec_all: 0.2117 (0.2208) loss_rec_sfr: 0.2751 (0.2884) loss_cl: -0.2787 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [21:00:57.265593] Epoch: [245] [2740/2904] eta: 0:02:03 lr: 0.001991 loss: 0.1839 (0.1949) loss_rec_all: 0.2097 (0.2207) loss_rec_sfr: 0.2653 (0.2883) loss_cl: -0.2792 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [21:01:12.193107] Epoch: [245] [2760/2904] eta: 0:01:48 lr: 0.001991 loss: 0.1800 (0.1948) loss_rec_all: 0.2065 (0.2207) loss_rec_sfr: 0.2651 (0.2882) loss_cl: -0.2788 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [21:01:27.120993] Epoch: [245] [2780/2904] eta: 0:01:33 lr: 0.001991 loss: 0.1842 (0.1948) loss_rec_all: 0.2101 (0.2206) loss_rec_sfr: 0.2697 (0.2880) loss_cl: -0.2783 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [21:01:42.048404] Epoch: [245] [2800/2904] eta: 0:01:18 lr: 0.001991 loss: 0.1851 (0.1947) loss_rec_all: 0.2111 (0.2206) loss_rec_sfr: 0.2806 (0.2881) loss_cl: -0.2788 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [21:01:56.972913] Epoch: [245] [2820/2904] eta: 0:01:03 lr: 0.001991 loss: 0.1846 (0.1948) loss_rec_all: 0.2104 (0.2207) loss_rec_sfr: 0.2852 (0.2883) loss_cl: -0.2796 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [21:02:11.935600] Epoch: [245] [2840/2904] eta: 0:00:48 lr: 0.001991 loss: 0.1805 (0.1947) loss_rec_all: 0.2069 (0.2206) loss_rec_sfr: 0.2619 (0.2880) loss_cl: -0.2798 (-0.2788) time: 0.7481 data: 0.0023 max mem: 29860 [21:02:26.865923] Epoch: [245] [2860/2904] eta: 0:00:33 lr: 0.001991 loss: 0.1927 (0.1948) loss_rec_all: 0.2186 (0.2206) loss_rec_sfr: 0.2608 (0.2880) loss_cl: -0.2787 (-0.2788) time: 0.7465 data: 0.0001 max mem: 29860 [21:02:41.799948] Epoch: [245] [2880/2904] eta: 0:00:18 lr: 0.001991 loss: 0.1819 (0.1947) loss_rec_all: 0.2077 (0.2206) loss_rec_sfr: 0.2275 (0.2878) loss_cl: -0.2789 (-0.2788) time: 0.7467 data: 0.0001 max mem: 29860 [21:02:56.738536] Epoch: [245] [2900/2904] eta: 0:00:03 lr: 0.001991 loss: 0.1830 (0.1947) loss_rec_all: 0.2086 (0.2206) loss_rec_sfr: 0.2566 (0.2878) loss_cl: -0.2781 (-0.2788) time: 0.7469 data: 0.0001 max mem: 29860 [21:02:58.989081] Epoch: [245] [2903/2904] eta: 0:00:00 lr: 0.001991 loss: 0.1816 (0.1947) loss_rec_all: 0.2075 (0.2206) loss_rec_sfr: 0.2538 (0.2878) loss_cl: -0.2781 (-0.2788) time: 0.7471 data: 0.0001 max mem: 29860 [21:03:01.099470] Epoch: [245] Total time: 0:36:25 (0.7524 s / it) [21:03:01.130214] Averaged stats: lr: 0.001991 loss: 0.1816 (0.1965) loss_rec_all: 0.2075 (0.2200) loss_rec_sfr: 0.2538 (0.2862) loss_cl: -0.2781 (-0.2556) [21:03:01.134956] log_dir: ./checkpoint/VF2_ViT-B [21:03:19.889960] Epoch: [246] [ 0/2904] eta: 15:07:42 lr: 0.001991 loss: 0.1806 (0.1806) loss_rec_all: 0.2071 (0.2071) loss_rec_sfr: 0.1948 (0.1948) loss_cl: -0.2785 (-0.2785) time: 18.7543 data: 15.9058 max mem: 29860 [21:03:35.621914] Epoch: [246] [ 20/2904] eta: 1:18:55 lr: 0.001991 loss: 0.1819 (0.1821) loss_rec_all: 0.2082 (0.2083) loss_rec_sfr: 0.2309 (0.2405) loss_cl: -0.2790 (-0.2787) time: 0.7866 data: 0.0102 max mem: 29860 [21:03:50.500311] Epoch: [246] [ 40/2904] eta: 0:57:28 lr: 0.001991 loss: 0.1831 (0.1888) loss_rec_all: 0.2091 (0.2148) loss_rec_sfr: 0.2662 (0.2678) loss_cl: -0.2790 (-0.2788) time: 0.7439 data: 0.0002 max mem: 29860 [21:04:05.378854] Epoch: [246] [ 60/2904] eta: 0:49:55 lr: 0.001991 loss: 0.1816 (0.1892) loss_rec_all: 0.2081 (0.2152) loss_rec_sfr: 0.2687 (0.2700) loss_cl: -0.2803 (-0.2792) time: 0.7439 data: 0.0002 max mem: 29860 [21:04:20.268891] Epoch: [246] [ 80/2904] eta: 0:45:58 lr: 0.001990 loss: 0.1893 (0.1928) loss_rec_all: 0.2154 (0.2187) loss_rec_sfr: 0.2669 (0.2807) loss_cl: -0.2789 (-0.2791) time: 0.7445 data: 0.0002 max mem: 29860 [21:04:35.177796] Epoch: [246] [ 100/2904] eta: 0:43:30 lr: 0.001990 loss: 0.1853 (0.1911) loss_rec_all: 0.2117 (0.2171) loss_rec_sfr: 0.2543 (0.2739) loss_cl: -0.2798 (-0.2792) time: 0.7454 data: 0.0002 max mem: 29860 [21:04:50.093645] Epoch: [246] [ 120/2904] eta: 0:41:46 lr: 0.001990 loss: 0.1857 (0.1914) loss_rec_all: 0.2116 (0.2173) loss_rec_sfr: 0.2700 (0.2771) loss_cl: -0.2780 (-0.2790) time: 0.7457 data: 0.0002 max mem: 29860 [21:05:05.016606] Epoch: [246] [ 140/2904] eta: 0:40:28 lr: 0.001990 loss: 0.1888 (0.1926) loss_rec_all: 0.2147 (0.2186) loss_rec_sfr: 0.2765 (0.2815) loss_cl: -0.2785 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [21:05:19.935316] Epoch: [246] [ 160/2904] eta: 0:39:25 lr: 0.001990 loss: 0.1857 (0.1934) loss_rec_all: 0.2118 (0.2193) loss_rec_sfr: 0.2740 (0.2850) loss_cl: -0.2789 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [21:05:34.857625] Epoch: [246] [ 180/2904] eta: 0:38:33 lr: 0.001990 loss: 0.1818 (0.1929) loss_rec_all: 0.2082 (0.2188) loss_rec_sfr: 0.2653 (0.2827) loss_cl: -0.2792 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [21:05:49.784272] Epoch: [246] [ 200/2904] eta: 0:37:48 lr: 0.001990 loss: 0.1855 (0.1927) loss_rec_all: 0.2116 (0.2186) loss_rec_sfr: 0.2554 (0.2812) loss_cl: -0.2790 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [21:06:04.702681] Epoch: [246] [ 220/2904] eta: 0:37:09 lr: 0.001990 loss: 0.1853 (0.1934) loss_rec_all: 0.2113 (0.2193) loss_rec_sfr: 0.2616 (0.2833) loss_cl: -0.2785 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [21:06:19.632337] Epoch: [246] [ 240/2904] eta: 0:36:34 lr: 0.001990 loss: 0.1836 (0.1930) loss_rec_all: 0.2098 (0.2189) loss_rec_sfr: 0.2654 (0.2819) loss_cl: -0.2797 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [21:06:34.568589] Epoch: [246] [ 260/2904] eta: 0:36:02 lr: 0.001990 loss: 0.1842 (0.1928) loss_rec_all: 0.2103 (0.2187) loss_rec_sfr: 0.2664 (0.2816) loss_cl: -0.2791 (-0.2789) time: 0.7468 data: 0.0002 max mem: 29860 [21:06:49.495394] Epoch: [246] [ 280/2904] eta: 0:35:32 lr: 0.001990 loss: 0.1835 (0.1926) loss_rec_all: 0.2095 (0.2185) loss_rec_sfr: 0.2661 (0.2812) loss_cl: -0.2782 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [21:07:04.420543] Epoch: [246] [ 300/2904] eta: 0:35:04 lr: 0.001990 loss: 0.1824 (0.1928) loss_rec_all: 0.2084 (0.2188) loss_rec_sfr: 0.2620 (0.2817) loss_cl: -0.2790 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [21:07:19.340677] Epoch: [246] [ 320/2904] eta: 0:34:38 lr: 0.001990 loss: 0.1839 (0.1932) loss_rec_all: 0.2105 (0.2191) loss_rec_sfr: 0.2716 (0.2833) loss_cl: -0.2792 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [21:07:34.310603] Epoch: [246] [ 340/2904] eta: 0:34:13 lr: 0.001990 loss: 0.1797 (0.1925) loss_rec_all: 0.2062 (0.2184) loss_rec_sfr: 0.2555 (0.2808) loss_cl: -0.2795 (-0.2789) time: 0.7484 data: 0.0002 max mem: 29860 [21:07:49.230801] Epoch: [246] [ 360/2904] eta: 0:33:50 lr: 0.001990 loss: 0.1810 (0.1926) loss_rec_all: 0.2076 (0.2185) loss_rec_sfr: 0.2673 (0.2806) loss_cl: -0.2788 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [21:08:04.149917] Epoch: [246] [ 380/2904] eta: 0:33:27 lr: 0.001990 loss: 0.1815 (0.1925) loss_rec_all: 0.2075 (0.2184) loss_rec_sfr: 0.2698 (0.2805) loss_cl: -0.2786 (-0.2789) time: 0.7459 data: 0.0003 max mem: 29860 [21:08:19.069377] Epoch: [246] [ 400/2904] eta: 0:33:05 lr: 0.001990 loss: 0.1851 (0.1928) loss_rec_all: 0.2110 (0.2187) loss_rec_sfr: 0.2638 (0.2814) loss_cl: -0.2786 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [21:08:33.990234] Epoch: [246] [ 420/2904] eta: 0:32:43 lr: 0.001990 loss: 0.1822 (0.1925) loss_rec_all: 0.2082 (0.2184) loss_rec_sfr: 0.2612 (0.2804) loss_cl: -0.2792 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [21:08:48.912007] Epoch: [246] [ 440/2904] eta: 0:32:23 lr: 0.001990 loss: 0.1811 (0.1923) loss_rec_all: 0.2073 (0.2182) loss_rec_sfr: 0.2629 (0.2798) loss_cl: -0.2797 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [21:09:03.835038] Epoch: [246] [ 460/2904] eta: 0:32:02 lr: 0.001990 loss: 0.1837 (0.1929) loss_rec_all: 0.2095 (0.2188) loss_rec_sfr: 0.2790 (0.2819) loss_cl: -0.2786 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [21:09:18.758980] Epoch: [246] [ 480/2904] eta: 0:31:42 lr: 0.001990 loss: 0.1865 (0.1929) loss_rec_all: 0.2126 (0.2188) loss_rec_sfr: 0.2625 (0.2818) loss_cl: -0.2788 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [21:09:33.684117] Epoch: [246] [ 500/2904] eta: 0:31:23 lr: 0.001990 loss: 0.1849 (0.1932) loss_rec_all: 0.2113 (0.2191) loss_rec_sfr: 0.2600 (0.2823) loss_cl: -0.2787 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [21:09:48.607582] Epoch: [246] [ 520/2904] eta: 0:31:04 lr: 0.001990 loss: 0.1902 (0.1937) loss_rec_all: 0.2163 (0.2196) loss_rec_sfr: 0.2673 (0.2844) loss_cl: -0.2793 (-0.2789) time: 0.7461 data: 0.0003 max mem: 29860 [21:10:03.529427] Epoch: [246] [ 540/2904] eta: 0:30:45 lr: 0.001990 loss: 0.1803 (0.1936) loss_rec_all: 0.2061 (0.2195) loss_rec_sfr: 0.2313 (0.2837) loss_cl: -0.2793 (-0.2789) time: 0.7460 data: 0.0004 max mem: 29860 [21:10:18.447110] Epoch: [246] [ 560/2904] eta: 0:30:27 lr: 0.001990 loss: 0.1861 (0.1939) loss_rec_all: 0.2121 (0.2198) loss_rec_sfr: 0.2660 (0.2847) loss_cl: -0.2788 (-0.2789) time: 0.7458 data: 0.0004 max mem: 29860 [21:10:33.365376] Epoch: [246] [ 580/2904] eta: 0:30:08 lr: 0.001990 loss: 0.1839 (0.1939) loss_rec_all: 0.2102 (0.2198) loss_rec_sfr: 0.2711 (0.2850) loss_cl: -0.2780 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [21:10:48.288249] Epoch: [246] [ 600/2904] eta: 0:29:50 lr: 0.001990 loss: 0.1876 (0.1939) loss_rec_all: 0.2142 (0.2198) loss_rec_sfr: 0.2657 (0.2845) loss_cl: -0.2793 (-0.2789) time: 0.7461 data: 0.0003 max mem: 29860 [21:11:03.208978] Epoch: [246] [ 620/2904] eta: 0:29:32 lr: 0.001990 loss: 0.1845 (0.1942) loss_rec_all: 0.2104 (0.2200) loss_rec_sfr: 0.2754 (0.2857) loss_cl: -0.2794 (-0.2789) time: 0.7460 data: 0.0003 max mem: 29860 [21:11:18.130955] Epoch: [246] [ 640/2904] eta: 0:29:15 lr: 0.001990 loss: 0.1826 (0.1940) loss_rec_all: 0.2089 (0.2199) loss_rec_sfr: 0.2371 (0.2851) loss_cl: -0.2788 (-0.2789) time: 0.7460 data: 0.0003 max mem: 29860 [21:11:33.056069] Epoch: [246] [ 660/2904] eta: 0:28:57 lr: 0.001990 loss: 0.1836 (0.1941) loss_rec_all: 0.2094 (0.2200) loss_rec_sfr: 0.2770 (0.2858) loss_cl: -0.2782 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [21:11:47.982317] Epoch: [246] [ 680/2904] eta: 0:28:40 lr: 0.001990 loss: 0.1830 (0.1943) loss_rec_all: 0.2092 (0.2202) loss_rec_sfr: 0.2627 (0.2862) loss_cl: -0.2781 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [21:12:02.904458] Epoch: [246] [ 700/2904] eta: 0:28:23 lr: 0.001990 loss: 0.1841 (0.1942) loss_rec_all: 0.2100 (0.2201) loss_rec_sfr: 0.2686 (0.2860) loss_cl: -0.2790 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [21:12:17.834457] Epoch: [246] [ 720/2904] eta: 0:28:06 lr: 0.001990 loss: 0.1846 (0.1942) loss_rec_all: 0.2105 (0.2201) loss_rec_sfr: 0.2634 (0.2859) loss_cl: -0.2795 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [21:12:32.758694] Epoch: [246] [ 740/2904] eta: 0:27:49 lr: 0.001990 loss: 0.1853 (0.1943) loss_rec_all: 0.2113 (0.2202) loss_rec_sfr: 0.2693 (0.2863) loss_cl: -0.2800 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [21:12:47.681433] Epoch: [246] [ 760/2904] eta: 0:27:32 lr: 0.001990 loss: 0.1854 (0.1942) loss_rec_all: 0.2114 (0.2201) loss_rec_sfr: 0.2632 (0.2860) loss_cl: -0.2787 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [21:13:02.602193] Epoch: [246] [ 780/2904] eta: 0:27:15 lr: 0.001990 loss: 0.1847 (0.1943) loss_rec_all: 0.2103 (0.2201) loss_rec_sfr: 0.2678 (0.2861) loss_cl: -0.2780 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [21:13:17.520995] Epoch: [246] [ 800/2904] eta: 0:26:58 lr: 0.001990 loss: 0.1828 (0.1941) loss_rec_all: 0.2090 (0.2200) loss_rec_sfr: 0.2345 (0.2854) loss_cl: -0.2781 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [21:13:32.440967] Epoch: [246] [ 820/2904] eta: 0:26:42 lr: 0.001990 loss: 0.1825 (0.1941) loss_rec_all: 0.2086 (0.2199) loss_rec_sfr: 0.2718 (0.2854) loss_cl: -0.2791 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [21:13:47.362881] Epoch: [246] [ 840/2904] eta: 0:26:25 lr: 0.001990 loss: 0.1812 (0.1939) loss_rec_all: 0.2069 (0.2198) loss_rec_sfr: 0.2614 (0.2849) loss_cl: -0.2794 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [21:14:02.281197] Epoch: [246] [ 860/2904] eta: 0:26:09 lr: 0.001989 loss: 0.1845 (0.1940) loss_rec_all: 0.2108 (0.2199) loss_rec_sfr: 0.2749 (0.2851) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [21:14:17.202021] Epoch: [246] [ 880/2904] eta: 0:25:53 lr: 0.001989 loss: 0.1810 (0.1938) loss_rec_all: 0.2071 (0.2197) loss_rec_sfr: 0.2362 (0.2842) loss_cl: -0.2794 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [21:14:32.121649] Epoch: [246] [ 900/2904] eta: 0:25:36 lr: 0.001989 loss: 0.1818 (0.1937) loss_rec_all: 0.2084 (0.2196) loss_rec_sfr: 0.2648 (0.2840) loss_cl: -0.2798 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [21:14:47.036926] Epoch: [246] [ 920/2904] eta: 0:25:20 lr: 0.001989 loss: 0.1870 (0.1938) loss_rec_all: 0.2132 (0.2197) loss_rec_sfr: 0.2703 (0.2843) loss_cl: -0.2782 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [21:15:01.954509] Epoch: [246] [ 940/2904] eta: 0:25:04 lr: 0.001989 loss: 0.1885 (0.1940) loss_rec_all: 0.2141 (0.2199) loss_rec_sfr: 0.2703 (0.2848) loss_cl: -0.2778 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [21:15:16.874431] Epoch: [246] [ 960/2904] eta: 0:24:48 lr: 0.001989 loss: 0.1913 (0.1941) loss_rec_all: 0.2174 (0.2200) loss_rec_sfr: 0.2647 (0.2852) loss_cl: -0.2780 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [21:15:31.793653] Epoch: [246] [ 980/2904] eta: 0:24:32 lr: 0.001989 loss: 0.1820 (0.1942) loss_rec_all: 0.2079 (0.2201) loss_rec_sfr: 0.2629 (0.2856) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [21:15:46.713481] Epoch: [246] [1000/2904] eta: 0:24:16 lr: 0.001989 loss: 0.1790 (0.1940) loss_rec_all: 0.2056 (0.2199) loss_rec_sfr: 0.2284 (0.2848) loss_cl: -0.2797 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [21:16:01.637047] Epoch: [246] [1020/2904] eta: 0:24:00 lr: 0.001989 loss: 0.1838 (0.1940) loss_rec_all: 0.2102 (0.2199) loss_rec_sfr: 0.2632 (0.2847) loss_cl: -0.2790 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [21:16:16.557186] Epoch: [246] [1040/2904] eta: 0:23:44 lr: 0.001989 loss: 0.1828 (0.1940) loss_rec_all: 0.2089 (0.2199) loss_rec_sfr: 0.2706 (0.2849) loss_cl: -0.2784 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [21:16:31.471435] Epoch: [246] [1060/2904] eta: 0:23:28 lr: 0.001989 loss: 0.1808 (0.1941) loss_rec_all: 0.2071 (0.2200) loss_rec_sfr: 0.2682 (0.2852) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [21:16:46.393761] Epoch: [246] [1080/2904] eta: 0:23:12 lr: 0.001989 loss: 0.1813 (0.1941) loss_rec_all: 0.2074 (0.2200) loss_rec_sfr: 0.2677 (0.2853) loss_cl: -0.2792 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [21:17:01.321100] Epoch: [246] [1100/2904] eta: 0:22:56 lr: 0.001989 loss: 0.1883 (0.1942) loss_rec_all: 0.2145 (0.2201) loss_rec_sfr: 0.2617 (0.2856) loss_cl: -0.2788 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [21:17:16.241072] Epoch: [246] [1120/2904] eta: 0:22:40 lr: 0.001989 loss: 0.1853 (0.1942) loss_rec_all: 0.2116 (0.2201) loss_rec_sfr: 0.2638 (0.2853) loss_cl: -0.2784 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [21:17:31.161832] Epoch: [246] [1140/2904] eta: 0:22:24 lr: 0.001989 loss: 0.1842 (0.1942) loss_rec_all: 0.2103 (0.2201) loss_rec_sfr: 0.2703 (0.2853) loss_cl: -0.2783 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [21:17:46.080387] Epoch: [246] [1160/2904] eta: 0:22:09 lr: 0.001989 loss: 0.1849 (0.1943) loss_rec_all: 0.2112 (0.2202) loss_rec_sfr: 0.2656 (0.2857) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [21:18:01.002013] Epoch: [246] [1180/2904] eta: 0:21:53 lr: 0.001989 loss: 0.1789 (0.1941) loss_rec_all: 0.2055 (0.2200) loss_rec_sfr: 0.2230 (0.2850) loss_cl: -0.2793 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [21:18:15.921847] Epoch: [246] [1200/2904] eta: 0:21:37 lr: 0.001989 loss: 0.1801 (0.1941) loss_rec_all: 0.2062 (0.2199) loss_rec_sfr: 0.2648 (0.2847) loss_cl: -0.2794 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [21:18:30.840751] Epoch: [246] [1220/2904] eta: 0:21:22 lr: 0.001989 loss: 0.1801 (0.1939) loss_rec_all: 0.2061 (0.2198) loss_rec_sfr: 0.2314 (0.2839) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [21:18:45.761547] Epoch: [246] [1240/2904] eta: 0:21:06 lr: 0.001989 loss: 0.1824 (0.1938) loss_rec_all: 0.2087 (0.2197) loss_rec_sfr: 0.2239 (0.2834) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [21:19:00.679596] Epoch: [246] [1260/2904] eta: 0:20:50 lr: 0.001989 loss: 0.1854 (0.1937) loss_rec_all: 0.2115 (0.2196) loss_rec_sfr: 0.2662 (0.2834) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [21:19:15.611366] Epoch: [246] [1280/2904] eta: 0:20:35 lr: 0.001989 loss: 0.1827 (0.1936) loss_rec_all: 0.2091 (0.2195) loss_rec_sfr: 0.2688 (0.2829) loss_cl: -0.2788 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [21:19:30.531775] Epoch: [246] [1300/2904] eta: 0:20:19 lr: 0.001989 loss: 0.1798 (0.1936) loss_rec_all: 0.2057 (0.2195) loss_rec_sfr: 0.2289 (0.2827) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [21:19:45.452152] Epoch: [246] [1320/2904] eta: 0:20:04 lr: 0.001989 loss: 0.1862 (0.1937) loss_rec_all: 0.2121 (0.2196) loss_rec_sfr: 0.2768 (0.2833) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [21:20:00.372111] Epoch: [246] [1340/2904] eta: 0:19:48 lr: 0.001989 loss: 0.1814 (0.1936) loss_rec_all: 0.2073 (0.2195) loss_rec_sfr: 0.2367 (0.2831) loss_cl: -0.2801 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [21:20:15.290451] Epoch: [246] [1360/2904] eta: 0:19:33 lr: 0.001989 loss: 0.1802 (0.1936) loss_rec_all: 0.2064 (0.2195) loss_rec_sfr: 0.2308 (0.2830) loss_cl: -0.2798 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [21:20:30.211677] Epoch: [246] [1380/2904] eta: 0:19:17 lr: 0.001989 loss: 0.1831 (0.1936) loss_rec_all: 0.2093 (0.2195) loss_rec_sfr: 0.2674 (0.2829) loss_cl: -0.2789 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [21:20:45.131637] Epoch: [246] [1400/2904] eta: 0:19:02 lr: 0.001989 loss: 0.1829 (0.1935) loss_rec_all: 0.2095 (0.2194) loss_rec_sfr: 0.2582 (0.2825) loss_cl: -0.2784 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [21:21:00.048023] Epoch: [246] [1420/2904] eta: 0:18:46 lr: 0.001989 loss: 0.1863 (0.1936) loss_rec_all: 0.2126 (0.2195) loss_rec_sfr: 0.2689 (0.2827) loss_cl: -0.2781 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [21:21:14.959893] Epoch: [246] [1440/2904] eta: 0:18:31 lr: 0.001989 loss: 0.1828 (0.1937) loss_rec_all: 0.2091 (0.2196) loss_rec_sfr: 0.2693 (0.2831) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [21:21:29.886940] Epoch: [246] [1460/2904] eta: 0:18:15 lr: 0.001989 loss: 0.1846 (0.1937) loss_rec_all: 0.2104 (0.2196) loss_rec_sfr: 0.2547 (0.2829) loss_cl: -0.2796 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [21:21:44.785842] Epoch: [246] [1480/2904] eta: 0:18:00 lr: 0.001989 loss: 0.1816 (0.1936) loss_rec_all: 0.2074 (0.2196) loss_rec_sfr: 0.2325 (0.2827) loss_cl: -0.2791 (-0.2789) time: 0.7449 data: 0.0002 max mem: 29860 [21:21:59.697709] Epoch: [246] [1500/2904] eta: 0:17:44 lr: 0.001989 loss: 0.1851 (0.1936) loss_rec_all: 0.2117 (0.2195) loss_rec_sfr: 0.2313 (0.2824) loss_cl: -0.2791 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [21:22:14.610556] Epoch: [246] [1520/2904] eta: 0:17:29 lr: 0.001989 loss: 0.1817 (0.1936) loss_rec_all: 0.2076 (0.2195) loss_rec_sfr: 0.2654 (0.2824) loss_cl: -0.2784 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [21:22:29.525969] Epoch: [246] [1540/2904] eta: 0:17:14 lr: 0.001989 loss: 0.1862 (0.1936) loss_rec_all: 0.2121 (0.2195) loss_rec_sfr: 0.2767 (0.2827) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [21:22:44.451540] Epoch: [246] [1560/2904] eta: 0:16:58 lr: 0.001989 loss: 0.1801 (0.1936) loss_rec_all: 0.2062 (0.2195) loss_rec_sfr: 0.2652 (0.2826) loss_cl: -0.2791 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [21:22:59.375912] Epoch: [246] [1580/2904] eta: 0:16:43 lr: 0.001989 loss: 0.1879 (0.1936) loss_rec_all: 0.2139 (0.2195) loss_rec_sfr: 0.2573 (0.2828) loss_cl: -0.2792 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [21:23:14.297668] Epoch: [246] [1600/2904] eta: 0:16:28 lr: 0.001989 loss: 0.1851 (0.1937) loss_rec_all: 0.2114 (0.2196) loss_rec_sfr: 0.2649 (0.2830) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [21:23:29.215421] Epoch: [246] [1620/2904] eta: 0:16:12 lr: 0.001989 loss: 0.1856 (0.1937) loss_rec_all: 0.2116 (0.2196) loss_rec_sfr: 0.2696 (0.2831) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [21:23:44.129737] Epoch: [246] [1640/2904] eta: 0:15:57 lr: 0.001988 loss: 0.1858 (0.1938) loss_rec_all: 0.2117 (0.2197) loss_rec_sfr: 0.2713 (0.2833) loss_cl: -0.2793 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [21:23:59.040331] Epoch: [246] [1660/2904] eta: 0:15:42 lr: 0.001988 loss: 0.1838 (0.1938) loss_rec_all: 0.2096 (0.2197) loss_rec_sfr: 0.2710 (0.2835) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [21:24:13.961773] Epoch: [246] [1680/2904] eta: 0:15:26 lr: 0.001988 loss: 0.1854 (0.1938) loss_rec_all: 0.2113 (0.2197) loss_rec_sfr: 0.2639 (0.2834) loss_cl: -0.2784 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [21:24:28.881051] Epoch: [246] [1700/2904] eta: 0:15:11 lr: 0.001988 loss: 0.1865 (0.1939) loss_rec_all: 0.2128 (0.2198) loss_rec_sfr: 0.2859 (0.2841) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [21:24:43.805973] Epoch: [246] [1720/2904] eta: 0:14:56 lr: 0.001988 loss: 0.1828 (0.1939) loss_rec_all: 0.2091 (0.2198) loss_rec_sfr: 0.2609 (0.2840) loss_cl: -0.2791 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [21:24:58.720110] Epoch: [246] [1740/2904] eta: 0:14:40 lr: 0.001988 loss: 0.1823 (0.1940) loss_rec_all: 0.2084 (0.2199) loss_rec_sfr: 0.2754 (0.2844) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [21:25:13.635845] Epoch: [246] [1760/2904] eta: 0:14:25 lr: 0.001988 loss: 0.1870 (0.1941) loss_rec_all: 0.2130 (0.2200) loss_rec_sfr: 0.2726 (0.2847) loss_cl: -0.2782 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [21:25:28.554350] Epoch: [246] [1780/2904] eta: 0:14:10 lr: 0.001988 loss: 0.1844 (0.1941) loss_rec_all: 0.2101 (0.2200) loss_rec_sfr: 0.2709 (0.2849) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [21:25:43.474000] Epoch: [246] [1800/2904] eta: 0:13:55 lr: 0.001988 loss: 0.1899 (0.1942) loss_rec_all: 0.2155 (0.2201) loss_rec_sfr: 0.2713 (0.2854) loss_cl: -0.2784 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [21:25:58.392014] Epoch: [246] [1820/2904] eta: 0:13:39 lr: 0.001988 loss: 0.1806 (0.1942) loss_rec_all: 0.2069 (0.2201) loss_rec_sfr: 0.2623 (0.2851) loss_cl: -0.2782 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [21:26:13.306974] Epoch: [246] [1840/2904] eta: 0:13:24 lr: 0.001988 loss: 0.1896 (0.1942) loss_rec_all: 0.2148 (0.2201) loss_rec_sfr: 0.2649 (0.2850) loss_cl: -0.2776 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [21:26:28.227390] Epoch: [246] [1860/2904] eta: 0:13:09 lr: 0.001988 loss: 0.1839 (0.1943) loss_rec_all: 0.2106 (0.2202) loss_rec_sfr: 0.2735 (0.2854) loss_cl: -0.2781 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [21:26:43.142004] Epoch: [246] [1880/2904] eta: 0:12:54 lr: 0.001988 loss: 0.1802 (0.1942) loss_rec_all: 0.2067 (0.2201) loss_rec_sfr: 0.2299 (0.2851) loss_cl: -0.2760 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [21:26:58.061899] Epoch: [246] [1900/2904] eta: 0:12:38 lr: 0.001988 loss: 0.1823 (0.1942) loss_rec_all: 0.2083 (0.2201) loss_rec_sfr: 0.2658 (0.2850) loss_cl: -0.2797 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [21:27:12.981074] Epoch: [246] [1920/2904] eta: 0:12:23 lr: 0.001988 loss: 0.1807 (0.1942) loss_rec_all: 0.2066 (0.2201) loss_rec_sfr: 0.2651 (0.2851) loss_cl: -0.2782 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [21:27:27.897610] Epoch: [246] [1940/2904] eta: 0:12:08 lr: 0.001988 loss: 0.1858 (0.1942) loss_rec_all: 0.2117 (0.2201) loss_rec_sfr: 0.2649 (0.2851) loss_cl: -0.2777 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [21:27:42.810105] Epoch: [246] [1960/2904] eta: 0:11:53 lr: 0.001988 loss: 0.1860 (0.1943) loss_rec_all: 0.2118 (0.2202) loss_rec_sfr: 0.2758 (0.2854) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [21:27:57.723756] Epoch: [246] [1980/2904] eta: 0:11:38 lr: 0.001988 loss: 0.1815 (0.1942) loss_rec_all: 0.2079 (0.2201) loss_rec_sfr: 0.2377 (0.2852) loss_cl: -0.2796 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [21:28:12.638240] Epoch: [246] [2000/2904] eta: 0:11:22 lr: 0.001988 loss: 0.1847 (0.1942) loss_rec_all: 0.2106 (0.2201) loss_rec_sfr: 0.2667 (0.2851) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [21:28:27.554820] Epoch: [246] [2020/2904] eta: 0:11:07 lr: 0.001988 loss: 0.1841 (0.1942) loss_rec_all: 0.2101 (0.2200) loss_rec_sfr: 0.2685 (0.2850) loss_cl: -0.2782 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [21:28:42.472079] Epoch: [246] [2040/2904] eta: 0:10:52 lr: 0.001988 loss: 0.1861 (0.1942) loss_rec_all: 0.2119 (0.2201) loss_rec_sfr: 0.2788 (0.2851) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [21:28:57.393079] Epoch: [246] [2060/2904] eta: 0:10:37 lr: 0.001988 loss: 0.1873 (0.1942) loss_rec_all: 0.2132 (0.2201) loss_rec_sfr: 0.2638 (0.2851) loss_cl: -0.2791 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [21:29:12.310353] Epoch: [246] [2080/2904] eta: 0:10:22 lr: 0.001988 loss: 0.1831 (0.1942) loss_rec_all: 0.2095 (0.2201) loss_rec_sfr: 0.2544 (0.2850) loss_cl: -0.2796 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [21:29:27.231467] Epoch: [246] [2100/2904] eta: 0:10:06 lr: 0.001988 loss: 0.1915 (0.1943) loss_rec_all: 0.2176 (0.2202) loss_rec_sfr: 0.2634 (0.2854) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [21:29:42.146107] Epoch: [246] [2120/2904] eta: 0:09:51 lr: 0.001988 loss: 0.1860 (0.1943) loss_rec_all: 0.2121 (0.2202) loss_rec_sfr: 0.2639 (0.2854) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [21:29:57.063765] Epoch: [246] [2140/2904] eta: 0:09:36 lr: 0.001988 loss: 0.1844 (0.1943) loss_rec_all: 0.2102 (0.2202) loss_rec_sfr: 0.2613 (0.2854) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [21:30:11.977026] Epoch: [246] [2160/2904] eta: 0:09:21 lr: 0.001988 loss: 0.1843 (0.1944) loss_rec_all: 0.2101 (0.2203) loss_rec_sfr: 0.2717 (0.2855) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [21:30:26.893330] Epoch: [246] [2180/2904] eta: 0:09:06 lr: 0.001988 loss: 0.1815 (0.1944) loss_rec_all: 0.2077 (0.2203) loss_rec_sfr: 0.2688 (0.2857) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [21:30:41.804664] Epoch: [246] [2200/2904] eta: 0:08:51 lr: 0.001988 loss: 0.1806 (0.1944) loss_rec_all: 0.2070 (0.2203) loss_rec_sfr: 0.2620 (0.2855) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [21:30:56.721586] Epoch: [246] [2220/2904] eta: 0:08:36 lr: 0.001988 loss: 0.1798 (0.1944) loss_rec_all: 0.2062 (0.2202) loss_rec_sfr: 0.2331 (0.2853) loss_cl: -0.2795 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [21:31:11.641720] Epoch: [246] [2240/2904] eta: 0:08:20 lr: 0.001988 loss: 0.1822 (0.1943) loss_rec_all: 0.2080 (0.2202) loss_rec_sfr: 0.2720 (0.2851) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [21:31:26.565187] Epoch: [246] [2260/2904] eta: 0:08:05 lr: 0.001988 loss: 0.1855 (0.1943) loss_rec_all: 0.2112 (0.2202) loss_rec_sfr: 0.2713 (0.2854) loss_cl: -0.2783 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [21:31:41.484850] Epoch: [246] [2280/2904] eta: 0:07:50 lr: 0.001988 loss: 0.1820 (0.1943) loss_rec_all: 0.2087 (0.2202) loss_rec_sfr: 0.2694 (0.2853) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [21:31:56.403171] Epoch: [246] [2300/2904] eta: 0:07:35 lr: 0.001988 loss: 0.1851 (0.1943) loss_rec_all: 0.2111 (0.2201) loss_rec_sfr: 0.2769 (0.2852) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [21:32:11.328975] Epoch: [246] [2320/2904] eta: 0:07:20 lr: 0.001988 loss: 0.1799 (0.1942) loss_rec_all: 0.2059 (0.2201) loss_rec_sfr: 0.2678 (0.2851) loss_cl: -0.2790 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [21:32:26.255530] Epoch: [246] [2340/2904] eta: 0:07:05 lr: 0.001988 loss: 0.1819 (0.1942) loss_rec_all: 0.2080 (0.2201) loss_rec_sfr: 0.2645 (0.2851) loss_cl: -0.2789 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [21:32:41.175544] Epoch: [246] [2360/2904] eta: 0:06:50 lr: 0.001988 loss: 0.1873 (0.1942) loss_rec_all: 0.2133 (0.2201) loss_rec_sfr: 0.2626 (0.2852) loss_cl: -0.2782 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [21:32:56.094142] Epoch: [246] [2380/2904] eta: 0:06:35 lr: 0.001988 loss: 0.1853 (0.1942) loss_rec_all: 0.2113 (0.2201) loss_rec_sfr: 0.2706 (0.2852) loss_cl: -0.2800 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [21:33:11.007381] Epoch: [246] [2400/2904] eta: 0:06:19 lr: 0.001988 loss: 0.1820 (0.1943) loss_rec_all: 0.2085 (0.2201) loss_rec_sfr: 0.2763 (0.2853) loss_cl: -0.2796 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [21:33:25.926692] Epoch: [246] [2420/2904] eta: 0:06:04 lr: 0.001987 loss: 0.1828 (0.1943) loss_rec_all: 0.2088 (0.2202) loss_rec_sfr: 0.2684 (0.2855) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [21:33:40.849905] Epoch: [246] [2440/2904] eta: 0:05:49 lr: 0.001987 loss: 0.1841 (0.1943) loss_rec_all: 0.2101 (0.2202) loss_rec_sfr: 0.2703 (0.2856) loss_cl: -0.2776 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [21:33:55.769553] Epoch: [246] [2460/2904] eta: 0:05:34 lr: 0.001987 loss: 0.1867 (0.1943) loss_rec_all: 0.2127 (0.2202) loss_rec_sfr: 0.2642 (0.2856) loss_cl: -0.2780 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [21:34:10.688738] Epoch: [246] [2480/2904] eta: 0:05:19 lr: 0.001987 loss: 0.1813 (0.1942) loss_rec_all: 0.2074 (0.2201) loss_rec_sfr: 0.2365 (0.2854) loss_cl: -0.2802 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [21:34:25.602266] Epoch: [246] [2500/2904] eta: 0:05:04 lr: 0.001987 loss: 0.1868 (0.1943) loss_rec_all: 0.2130 (0.2202) loss_rec_sfr: 0.2682 (0.2855) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [21:34:40.519679] Epoch: [246] [2520/2904] eta: 0:04:49 lr: 0.001987 loss: 0.1840 (0.1943) loss_rec_all: 0.2104 (0.2202) loss_rec_sfr: 0.2661 (0.2855) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [21:34:55.433636] Epoch: [246] [2540/2904] eta: 0:04:34 lr: 0.001987 loss: 0.1782 (0.1942) loss_rec_all: 0.2046 (0.2201) loss_rec_sfr: 0.2397 (0.2853) loss_cl: -0.2798 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [21:35:10.347619] Epoch: [246] [2560/2904] eta: 0:04:19 lr: 0.001987 loss: 0.1865 (0.1942) loss_rec_all: 0.2125 (0.2201) loss_rec_sfr: 0.2728 (0.2852) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [21:35:25.267506] Epoch: [246] [2580/2904] eta: 0:04:04 lr: 0.001987 loss: 0.1809 (0.1942) loss_rec_all: 0.2072 (0.2200) loss_rec_sfr: 0.2247 (0.2850) loss_cl: -0.2784 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [21:35:40.188930] Epoch: [246] [2600/2904] eta: 0:03:48 lr: 0.001987 loss: 0.1854 (0.1941) loss_rec_all: 0.2116 (0.2200) loss_rec_sfr: 0.2595 (0.2849) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [21:35:55.106100] Epoch: [246] [2620/2904] eta: 0:03:33 lr: 0.001987 loss: 0.1834 (0.1941) loss_rec_all: 0.2098 (0.2200) loss_rec_sfr: 0.2673 (0.2850) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [21:36:10.015856] Epoch: [246] [2640/2904] eta: 0:03:18 lr: 0.001987 loss: 0.1817 (0.1941) loss_rec_all: 0.2077 (0.2200) loss_rec_sfr: 0.2264 (0.2847) loss_cl: -0.2795 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [21:36:24.934184] Epoch: [246] [2660/2904] eta: 0:03:03 lr: 0.001987 loss: 0.1805 (0.1941) loss_rec_all: 0.2064 (0.2200) loss_rec_sfr: 0.2626 (0.2847) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [21:36:39.859843] Epoch: [246] [2680/2904] eta: 0:02:48 lr: 0.001987 loss: 0.1814 (0.1940) loss_rec_all: 0.2071 (0.2199) loss_rec_sfr: 0.2672 (0.2846) loss_cl: -0.2780 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [21:36:54.787504] Epoch: [246] [2700/2904] eta: 0:02:33 lr: 0.001987 loss: 0.1842 (0.1940) loss_rec_all: 0.2099 (0.2199) loss_rec_sfr: 0.2655 (0.2845) loss_cl: -0.2788 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [21:37:09.709305] Epoch: [246] [2720/2904] eta: 0:02:18 lr: 0.001987 loss: 0.1813 (0.1940) loss_rec_all: 0.2073 (0.2199) loss_rec_sfr: 0.2572 (0.2843) loss_cl: -0.2795 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [21:37:24.626197] Epoch: [246] [2740/2904] eta: 0:02:03 lr: 0.001987 loss: 0.1838 (0.1939) loss_rec_all: 0.2099 (0.2198) loss_rec_sfr: 0.2645 (0.2842) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [21:37:39.542530] Epoch: [246] [2760/2904] eta: 0:01:48 lr: 0.001987 loss: 0.1788 (0.1939) loss_rec_all: 0.2051 (0.2198) loss_rec_sfr: 0.2567 (0.2842) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [21:37:54.455500] Epoch: [246] [2780/2904] eta: 0:01:33 lr: 0.001987 loss: 0.1778 (0.1938) loss_rec_all: 0.2044 (0.2197) loss_rec_sfr: 0.2253 (0.2839) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [21:38:09.371539] Epoch: [246] [2800/2904] eta: 0:01:18 lr: 0.001987 loss: 0.1811 (0.1938) loss_rec_all: 0.2074 (0.2197) loss_rec_sfr: 0.2348 (0.2837) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [21:38:24.288362] Epoch: [246] [2820/2904] eta: 0:01:03 lr: 0.001987 loss: 0.1825 (0.1938) loss_rec_all: 0.2087 (0.2197) loss_rec_sfr: 0.2557 (0.2838) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [21:38:39.238635] Epoch: [246] [2840/2904] eta: 0:00:48 lr: 0.001987 loss: 0.1843 (0.1938) loss_rec_all: 0.2101 (0.2197) loss_rec_sfr: 0.2587 (0.2836) loss_cl: -0.2790 (-0.2788) time: 0.7475 data: 0.0023 max mem: 29860 [21:38:54.136447] Epoch: [246] [2860/2904] eta: 0:00:33 lr: 0.001987 loss: 0.1823 (0.1937) loss_rec_all: 0.2087 (0.2196) loss_rec_sfr: 0.2282 (0.2833) loss_cl: -0.2794 (-0.2788) time: 0.7449 data: 0.0001 max mem: 29860 [21:39:09.037469] Epoch: [246] [2880/2904] eta: 0:00:18 lr: 0.001987 loss: 0.1818 (0.1937) loss_rec_all: 0.2078 (0.2196) loss_rec_sfr: 0.2322 (0.2833) loss_cl: -0.2790 (-0.2788) time: 0.7450 data: 0.0001 max mem: 29860 [21:39:23.943926] Epoch: [246] [2900/2904] eta: 0:00:03 lr: 0.001987 loss: 0.1893 (0.1938) loss_rec_all: 0.2150 (0.2197) loss_rec_sfr: 0.2648 (0.2834) loss_cl: -0.2783 (-0.2788) time: 0.7453 data: 0.0001 max mem: 29860 [21:39:26.187137] Epoch: [246] [2903/2904] eta: 0:00:00 lr: 0.001987 loss: 0.1865 (0.1938) loss_rec_all: 0.2124 (0.2197) loss_rec_sfr: 0.2648 (0.2834) loss_cl: -0.2784 (-0.2788) time: 0.7453 data: 0.0001 max mem: 29860 [21:39:28.292262] Epoch: [246] Total time: 0:36:27 (0.7532 s / it) [21:39:28.381879] Averaged stats: lr: 0.001987 loss: 0.1865 (0.1959) loss_rec_all: 0.2124 (0.2195) loss_rec_sfr: 0.2648 (0.2839) loss_cl: -0.2784 (-0.2556) [21:39:28.386555] log_dir: ./checkpoint/VF2_ViT-B [21:39:45.637833] Epoch: [247] [ 0/2904] eta: 13:54:54 lr: 0.001987 loss: 0.1830 (0.1830) loss_rec_all: 0.2097 (0.2097) loss_rec_sfr: 0.1943 (0.1943) loss_cl: -0.2802 (-0.2802) time: 17.2502 data: 15.5549 max mem: 29860 [21:40:03.190155] Epoch: [247] [ 20/2904] eta: 1:19:39 lr: 0.001987 loss: 0.1847 (0.1948) loss_rec_all: 0.2106 (0.2206) loss_rec_sfr: 0.2759 (0.2916) loss_cl: -0.2789 (-0.2788) time: 0.8776 data: 0.0002 max mem: 29860 [21:40:18.061798] Epoch: [247] [ 40/2904] eta: 0:57:49 lr: 0.001987 loss: 0.1822 (0.1914) loss_rec_all: 0.2088 (0.2174) loss_rec_sfr: 0.2592 (0.2748) loss_cl: -0.2789 (-0.2788) time: 0.7435 data: 0.0002 max mem: 29860 [21:40:32.962275] Epoch: [247] [ 60/2904] eta: 0:50:10 lr: 0.001987 loss: 0.1895 (0.1948) loss_rec_all: 0.2157 (0.2207) loss_rec_sfr: 0.2753 (0.2871) loss_cl: -0.2790 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [21:40:47.867856] Epoch: [247] [ 80/2904] eta: 0:46:10 lr: 0.001987 loss: 0.1827 (0.1950) loss_rec_all: 0.2086 (0.2209) loss_rec_sfr: 0.2658 (0.2874) loss_cl: -0.2793 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [21:41:02.791002] Epoch: [247] [ 100/2904] eta: 0:43:40 lr: 0.001987 loss: 0.1817 (0.1948) loss_rec_all: 0.2077 (0.2207) loss_rec_sfr: 0.2575 (0.2858) loss_cl: -0.2790 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [21:41:17.706035] Epoch: [247] [ 120/2904] eta: 0:41:55 lr: 0.001987 loss: 0.1864 (0.1950) loss_rec_all: 0.2125 (0.2209) loss_rec_sfr: 0.2748 (0.2881) loss_cl: -0.2781 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [21:41:32.644354] Epoch: [247] [ 140/2904] eta: 0:40:35 lr: 0.001987 loss: 0.1874 (0.1952) loss_rec_all: 0.2137 (0.2210) loss_rec_sfr: 0.2652 (0.2889) loss_cl: -0.2787 (-0.2787) time: 0.7469 data: 0.0002 max mem: 29860 [21:41:47.565611] Epoch: [247] [ 160/2904] eta: 0:39:31 lr: 0.001987 loss: 0.1813 (0.1948) loss_rec_all: 0.2072 (0.2207) loss_rec_sfr: 0.2719 (0.2893) loss_cl: -0.2795 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [21:42:02.488081] Epoch: [247] [ 180/2904] eta: 0:38:39 lr: 0.001987 loss: 0.1847 (0.1956) loss_rec_all: 0.2114 (0.2214) loss_rec_sfr: 0.2707 (0.2914) loss_cl: -0.2790 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [21:42:17.402601] Epoch: [247] [ 200/2904] eta: 0:37:53 lr: 0.001987 loss: 0.1859 (0.1952) loss_rec_all: 0.2120 (0.2210) loss_rec_sfr: 0.2549 (0.2893) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [21:42:32.319434] Epoch: [247] [ 220/2904] eta: 0:37:13 lr: 0.001987 loss: 0.1842 (0.1948) loss_rec_all: 0.2106 (0.2207) loss_rec_sfr: 0.2650 (0.2884) loss_cl: -0.2796 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [21:42:47.234465] Epoch: [247] [ 240/2904] eta: 0:36:37 lr: 0.001987 loss: 0.1817 (0.1953) loss_rec_all: 0.2077 (0.2211) loss_rec_sfr: 0.2717 (0.2907) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [21:43:02.156301] Epoch: [247] [ 260/2904] eta: 0:36:05 lr: 0.001987 loss: 0.1822 (0.1957) loss_rec_all: 0.2084 (0.2215) loss_rec_sfr: 0.2605 (0.2920) loss_cl: -0.2786 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [21:43:17.078399] Epoch: [247] [ 280/2904] eta: 0:35:35 lr: 0.001986 loss: 0.1815 (0.1955) loss_rec_all: 0.2080 (0.2213) loss_rec_sfr: 0.2648 (0.2911) loss_cl: -0.2788 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [21:43:31.998448] Epoch: [247] [ 300/2904] eta: 0:35:07 lr: 0.001986 loss: 0.1858 (0.1954) loss_rec_all: 0.2116 (0.2213) loss_rec_sfr: 0.2752 (0.2906) loss_cl: -0.2792 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [21:43:46.913446] Epoch: [247] [ 320/2904] eta: 0:34:40 lr: 0.001986 loss: 0.1808 (0.1951) loss_rec_all: 0.2073 (0.2209) loss_rec_sfr: 0.2427 (0.2892) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [21:44:01.859111] Epoch: [247] [ 340/2904] eta: 0:34:16 lr: 0.001986 loss: 0.1818 (0.1947) loss_rec_all: 0.2077 (0.2205) loss_rec_sfr: 0.2412 (0.2876) loss_cl: -0.2787 (-0.2788) time: 0.7472 data: 0.0002 max mem: 29860 [21:44:16.780353] Epoch: [247] [ 360/2904] eta: 0:33:52 lr: 0.001986 loss: 0.1865 (0.1950) loss_rec_all: 0.2126 (0.2209) loss_rec_sfr: 0.2667 (0.2889) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [21:44:31.695010] Epoch: [247] [ 380/2904] eta: 0:33:29 lr: 0.001986 loss: 0.1822 (0.1951) loss_rec_all: 0.2086 (0.2209) loss_rec_sfr: 0.2676 (0.2887) loss_cl: -0.2795 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [21:44:46.611535] Epoch: [247] [ 400/2904] eta: 0:33:07 lr: 0.001986 loss: 0.1818 (0.1949) loss_rec_all: 0.2077 (0.2208) loss_rec_sfr: 0.2673 (0.2882) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [21:45:01.532841] Epoch: [247] [ 420/2904] eta: 0:32:45 lr: 0.001986 loss: 0.1809 (0.1949) loss_rec_all: 0.2072 (0.2208) loss_rec_sfr: 0.2632 (0.2883) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [21:45:16.460661] Epoch: [247] [ 440/2904] eta: 0:32:24 lr: 0.001986 loss: 0.1865 (0.1952) loss_rec_all: 0.2128 (0.2211) loss_rec_sfr: 0.2688 (0.2894) loss_cl: -0.2790 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [21:45:31.520268] Epoch: [247] [ 460/2904] eta: 0:32:05 lr: 0.001986 loss: 0.1851 (0.1950) loss_rec_all: 0.2112 (0.2209) loss_rec_sfr: 0.2680 (0.2889) loss_cl: -0.2792 (-0.2788) time: 0.7529 data: 0.0002 max mem: 29860 [21:45:46.438027] Epoch: [247] [ 480/2904] eta: 0:31:45 lr: 0.001986 loss: 0.1841 (0.1954) loss_rec_all: 0.2102 (0.2212) loss_rec_sfr: 0.2687 (0.2898) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [21:46:01.358004] Epoch: [247] [ 500/2904] eta: 0:31:25 lr: 0.001986 loss: 0.1816 (0.1952) loss_rec_all: 0.2075 (0.2211) loss_rec_sfr: 0.2584 (0.2895) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [21:46:16.268871] Epoch: [247] [ 520/2904] eta: 0:31:06 lr: 0.001986 loss: 0.1848 (0.1952) loss_rec_all: 0.2109 (0.2211) loss_rec_sfr: 0.2692 (0.2898) loss_cl: -0.2784 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [21:46:31.179464] Epoch: [247] [ 540/2904] eta: 0:30:47 lr: 0.001986 loss: 0.1807 (0.1952) loss_rec_all: 0.2070 (0.2210) loss_rec_sfr: 0.2273 (0.2892) loss_cl: -0.2780 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [21:46:46.100057] Epoch: [247] [ 560/2904] eta: 0:30:28 lr: 0.001986 loss: 0.1850 (0.1951) loss_rec_all: 0.2111 (0.2210) loss_rec_sfr: 0.2644 (0.2888) loss_cl: -0.2784 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [21:47:01.019693] Epoch: [247] [ 580/2904] eta: 0:30:10 lr: 0.001986 loss: 0.1885 (0.1951) loss_rec_all: 0.2145 (0.2210) loss_rec_sfr: 0.2653 (0.2886) loss_cl: -0.2783 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [21:47:15.942692] Epoch: [247] [ 600/2904] eta: 0:29:52 lr: 0.001986 loss: 0.1852 (0.1952) loss_rec_all: 0.2110 (0.2210) loss_rec_sfr: 0.2736 (0.2889) loss_cl: -0.2791 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [21:47:30.869281] Epoch: [247] [ 620/2904] eta: 0:29:34 lr: 0.001986 loss: 0.1833 (0.1949) loss_rec_all: 0.2093 (0.2208) loss_rec_sfr: 0.2691 (0.2881) loss_cl: -0.2795 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [21:47:45.793837] Epoch: [247] [ 640/2904] eta: 0:29:16 lr: 0.001986 loss: 0.1781 (0.1944) loss_rec_all: 0.2044 (0.2203) loss_rec_sfr: 0.2652 (0.2870) loss_cl: -0.2792 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [21:48:00.708596] Epoch: [247] [ 660/2904] eta: 0:28:59 lr: 0.001986 loss: 0.1832 (0.1944) loss_rec_all: 0.2092 (0.2203) loss_rec_sfr: 0.2666 (0.2869) loss_cl: -0.2783 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [21:48:15.628364] Epoch: [247] [ 680/2904] eta: 0:28:41 lr: 0.001986 loss: 0.1837 (0.1943) loss_rec_all: 0.2098 (0.2202) loss_rec_sfr: 0.2672 (0.2869) loss_cl: -0.2777 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [21:48:30.551962] Epoch: [247] [ 700/2904] eta: 0:28:24 lr: 0.001986 loss: 0.1823 (0.1945) loss_rec_all: 0.2083 (0.2204) loss_rec_sfr: 0.2748 (0.2877) loss_cl: -0.2787 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [21:48:45.470122] Epoch: [247] [ 720/2904] eta: 0:28:07 lr: 0.001986 loss: 0.1880 (0.1948) loss_rec_all: 0.2140 (0.2206) loss_rec_sfr: 0.2821 (0.2885) loss_cl: -0.2801 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [21:49:00.388417] Epoch: [247] [ 740/2904] eta: 0:27:50 lr: 0.001986 loss: 0.1810 (0.1944) loss_rec_all: 0.2074 (0.2203) loss_rec_sfr: 0.2323 (0.2873) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [21:49:15.309102] Epoch: [247] [ 760/2904] eta: 0:27:33 lr: 0.001986 loss: 0.1892 (0.1947) loss_rec_all: 0.2152 (0.2206) loss_rec_sfr: 0.2747 (0.2883) loss_cl: -0.2778 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [21:49:30.229510] Epoch: [247] [ 780/2904] eta: 0:27:16 lr: 0.001986 loss: 0.1888 (0.1948) loss_rec_all: 0.2149 (0.2207) loss_rec_sfr: 0.2697 (0.2886) loss_cl: -0.2784 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [21:49:45.145017] Epoch: [247] [ 800/2904] eta: 0:26:59 lr: 0.001986 loss: 0.1830 (0.1946) loss_rec_all: 0.2090 (0.2204) loss_rec_sfr: 0.2697 (0.2880) loss_cl: -0.2787 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [21:50:00.059346] Epoch: [247] [ 820/2904] eta: 0:26:43 lr: 0.001986 loss: 0.1823 (0.1945) loss_rec_all: 0.2084 (0.2204) loss_rec_sfr: 0.2669 (0.2878) loss_cl: -0.2791 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [21:50:14.977367] Epoch: [247] [ 840/2904] eta: 0:26:26 lr: 0.001986 loss: 0.1819 (0.1943) loss_rec_all: 0.2082 (0.2202) loss_rec_sfr: 0.2524 (0.2869) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [21:50:29.900818] Epoch: [247] [ 860/2904] eta: 0:26:10 lr: 0.001986 loss: 0.1802 (0.1943) loss_rec_all: 0.2066 (0.2202) loss_rec_sfr: 0.2481 (0.2869) loss_cl: -0.2786 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [21:50:44.817956] Epoch: [247] [ 880/2904] eta: 0:25:53 lr: 0.001986 loss: 0.1808 (0.1943) loss_rec_all: 0.2069 (0.2202) loss_rec_sfr: 0.2693 (0.2870) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [21:50:59.738946] Epoch: [247] [ 900/2904] eta: 0:25:37 lr: 0.001986 loss: 0.1848 (0.1945) loss_rec_all: 0.2107 (0.2204) loss_rec_sfr: 0.2617 (0.2875) loss_cl: -0.2779 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [21:51:14.658143] Epoch: [247] [ 920/2904] eta: 0:25:21 lr: 0.001986 loss: 0.1816 (0.1945) loss_rec_all: 0.2076 (0.2203) loss_rec_sfr: 0.2680 (0.2875) loss_cl: -0.2786 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [21:51:29.582404] Epoch: [247] [ 940/2904] eta: 0:25:05 lr: 0.001986 loss: 0.1812 (0.1943) loss_rec_all: 0.2076 (0.2201) loss_rec_sfr: 0.2683 (0.2870) loss_cl: -0.2795 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [21:51:44.503908] Epoch: [247] [ 960/2904] eta: 0:24:49 lr: 0.001986 loss: 0.1789 (0.1942) loss_rec_all: 0.2053 (0.2201) loss_rec_sfr: 0.2308 (0.2866) loss_cl: -0.2792 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [21:51:59.427665] Epoch: [247] [ 980/2904] eta: 0:24:32 lr: 0.001986 loss: 0.1825 (0.1942) loss_rec_all: 0.2087 (0.2201) loss_rec_sfr: 0.2730 (0.2867) loss_cl: -0.2791 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [21:52:14.345187] Epoch: [247] [1000/2904] eta: 0:24:16 lr: 0.001986 loss: 0.1813 (0.1942) loss_rec_all: 0.2075 (0.2200) loss_rec_sfr: 0.2719 (0.2867) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [21:52:29.265324] Epoch: [247] [1020/2904] eta: 0:24:00 lr: 0.001986 loss: 0.1862 (0.1942) loss_rec_all: 0.2122 (0.2201) loss_rec_sfr: 0.2669 (0.2868) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [21:52:44.183825] Epoch: [247] [1040/2904] eta: 0:23:44 lr: 0.001986 loss: 0.1803 (0.1943) loss_rec_all: 0.2064 (0.2202) loss_rec_sfr: 0.2695 (0.2872) loss_cl: -0.2784 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [21:52:59.101840] Epoch: [247] [1060/2904] eta: 0:23:28 lr: 0.001985 loss: 0.1839 (0.1943) loss_rec_all: 0.2101 (0.2202) loss_rec_sfr: 0.2676 (0.2870) loss_cl: -0.2781 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [21:53:14.026939] Epoch: [247] [1080/2904] eta: 0:23:13 lr: 0.001985 loss: 0.1830 (0.1942) loss_rec_all: 0.2088 (0.2201) loss_rec_sfr: 0.2457 (0.2868) loss_cl: -0.2791 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [21:53:28.949381] Epoch: [247] [1100/2904] eta: 0:22:57 lr: 0.001985 loss: 0.1831 (0.1941) loss_rec_all: 0.2092 (0.2200) loss_rec_sfr: 0.2734 (0.2866) loss_cl: -0.2792 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [21:53:43.866645] Epoch: [247] [1120/2904] eta: 0:22:41 lr: 0.001985 loss: 0.1812 (0.1940) loss_rec_all: 0.2077 (0.2198) loss_rec_sfr: 0.2636 (0.2859) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [21:53:58.783863] Epoch: [247] [1140/2904] eta: 0:22:25 lr: 0.001985 loss: 0.1815 (0.1939) loss_rec_all: 0.2078 (0.2198) loss_rec_sfr: 0.2419 (0.2857) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [21:54:13.712971] Epoch: [247] [1160/2904] eta: 0:22:09 lr: 0.001985 loss: 0.1778 (0.1937) loss_rec_all: 0.2037 (0.2196) loss_rec_sfr: 0.2550 (0.2851) loss_cl: -0.2784 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [21:54:28.633959] Epoch: [247] [1180/2904] eta: 0:21:54 lr: 0.001985 loss: 0.1827 (0.1937) loss_rec_all: 0.2087 (0.2196) loss_rec_sfr: 0.2616 (0.2850) loss_cl: -0.2784 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [21:54:43.552009] Epoch: [247] [1200/2904] eta: 0:21:38 lr: 0.001985 loss: 0.1870 (0.1937) loss_rec_all: 0.2131 (0.2196) loss_rec_sfr: 0.2639 (0.2849) loss_cl: -0.2790 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [21:54:58.472055] Epoch: [247] [1220/2904] eta: 0:21:22 lr: 0.001985 loss: 0.1852 (0.1936) loss_rec_all: 0.2111 (0.2195) loss_rec_sfr: 0.2688 (0.2848) loss_cl: -0.2789 (-0.2787) time: 0.7459 data: 0.0004 max mem: 29860 [21:55:13.387110] Epoch: [247] [1240/2904] eta: 0:21:07 lr: 0.001985 loss: 0.1838 (0.1936) loss_rec_all: 0.2101 (0.2195) loss_rec_sfr: 0.2609 (0.2847) loss_cl: -0.2790 (-0.2787) time: 0.7457 data: 0.0003 max mem: 29860 [21:55:28.309393] Epoch: [247] [1260/2904] eta: 0:20:51 lr: 0.001985 loss: 0.1836 (0.1937) loss_rec_all: 0.2094 (0.2196) loss_rec_sfr: 0.2560 (0.2848) loss_cl: -0.2788 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [21:55:43.222255] Epoch: [247] [1280/2904] eta: 0:20:35 lr: 0.001985 loss: 0.1863 (0.1937) loss_rec_all: 0.2122 (0.2196) loss_rec_sfr: 0.2705 (0.2847) loss_cl: -0.2788 (-0.2787) time: 0.7456 data: 0.0004 max mem: 29860 [21:55:58.137720] Epoch: [247] [1300/2904] eta: 0:20:20 lr: 0.001985 loss: 0.1838 (0.1936) loss_rec_all: 0.2099 (0.2195) loss_rec_sfr: 0.2600 (0.2844) loss_cl: -0.2799 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [21:56:13.059572] Epoch: [247] [1320/2904] eta: 0:20:04 lr: 0.001985 loss: 0.1933 (0.1938) loss_rec_all: 0.2191 (0.2197) loss_rec_sfr: 0.2720 (0.2850) loss_cl: -0.2783 (-0.2787) time: 0.7460 data: 0.0003 max mem: 29860 [21:56:27.977320] Epoch: [247] [1340/2904] eta: 0:19:49 lr: 0.001985 loss: 0.1806 (0.1938) loss_rec_all: 0.2068 (0.2197) loss_rec_sfr: 0.2721 (0.2852) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [21:56:42.894036] Epoch: [247] [1360/2904] eta: 0:19:33 lr: 0.001985 loss: 0.1835 (0.1939) loss_rec_all: 0.2098 (0.2198) loss_rec_sfr: 0.2751 (0.2854) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [21:56:57.810750] Epoch: [247] [1380/2904] eta: 0:19:18 lr: 0.001985 loss: 0.1852 (0.1939) loss_rec_all: 0.2110 (0.2198) loss_rec_sfr: 0.2760 (0.2857) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [21:57:12.730260] Epoch: [247] [1400/2904] eta: 0:19:02 lr: 0.001985 loss: 0.1906 (0.1940) loss_rec_all: 0.2165 (0.2199) loss_rec_sfr: 0.2686 (0.2860) loss_cl: -0.2781 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [21:57:27.647586] Epoch: [247] [1420/2904] eta: 0:18:47 lr: 0.001985 loss: 0.1811 (0.1939) loss_rec_all: 0.2073 (0.2198) loss_rec_sfr: 0.2608 (0.2856) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [21:57:42.572244] Epoch: [247] [1440/2904] eta: 0:18:31 lr: 0.001985 loss: 0.1866 (0.1940) loss_rec_all: 0.2125 (0.2199) loss_rec_sfr: 0.2634 (0.2857) loss_cl: -0.2788 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [21:57:57.490744] Epoch: [247] [1460/2904] eta: 0:18:16 lr: 0.001985 loss: 0.1835 (0.1940) loss_rec_all: 0.2095 (0.2199) loss_rec_sfr: 0.2656 (0.2859) loss_cl: -0.2784 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [21:58:12.420187] Epoch: [247] [1480/2904] eta: 0:18:00 lr: 0.001985 loss: 0.1924 (0.1942) loss_rec_all: 0.2184 (0.2200) loss_rec_sfr: 0.2756 (0.2865) loss_cl: -0.2786 (-0.2787) time: 0.7464 data: 0.0003 max mem: 29860 [21:58:27.341014] Epoch: [247] [1500/2904] eta: 0:17:45 lr: 0.001985 loss: 0.1790 (0.1941) loss_rec_all: 0.2056 (0.2199) loss_rec_sfr: 0.2641 (0.2861) loss_cl: -0.2791 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [21:58:42.255629] Epoch: [247] [1520/2904] eta: 0:17:29 lr: 0.001985 loss: 0.1845 (0.1941) loss_rec_all: 0.2105 (0.2200) loss_rec_sfr: 0.2653 (0.2861) loss_cl: -0.2793 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [21:58:57.171108] Epoch: [247] [1540/2904] eta: 0:17:14 lr: 0.001985 loss: 0.1835 (0.1940) loss_rec_all: 0.2093 (0.2199) loss_rec_sfr: 0.2606 (0.2859) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [21:59:12.087150] Epoch: [247] [1560/2904] eta: 0:16:59 lr: 0.001985 loss: 0.1831 (0.1941) loss_rec_all: 0.2091 (0.2199) loss_rec_sfr: 0.2672 (0.2861) loss_cl: -0.2794 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [21:59:26.999596] Epoch: [247] [1580/2904] eta: 0:16:43 lr: 0.001985 loss: 0.1840 (0.1940) loss_rec_all: 0.2100 (0.2199) loss_rec_sfr: 0.2599 (0.2860) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [21:59:41.914859] Epoch: [247] [1600/2904] eta: 0:16:28 lr: 0.001985 loss: 0.1845 (0.1940) loss_rec_all: 0.2103 (0.2199) loss_rec_sfr: 0.2628 (0.2860) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [21:59:56.830282] Epoch: [247] [1620/2904] eta: 0:16:12 lr: 0.001985 loss: 0.1880 (0.1942) loss_rec_all: 0.2142 (0.2200) loss_rec_sfr: 0.2612 (0.2863) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [22:00:11.749887] Epoch: [247] [1640/2904] eta: 0:15:57 lr: 0.001985 loss: 0.1849 (0.1941) loss_rec_all: 0.2106 (0.2200) loss_rec_sfr: 0.2601 (0.2862) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [22:00:26.668885] Epoch: [247] [1660/2904] eta: 0:15:42 lr: 0.001985 loss: 0.1781 (0.1940) loss_rec_all: 0.2049 (0.2199) loss_rec_sfr: 0.2583 (0.2859) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [22:00:41.582486] Epoch: [247] [1680/2904] eta: 0:15:27 lr: 0.001985 loss: 0.1826 (0.1940) loss_rec_all: 0.2088 (0.2199) loss_rec_sfr: 0.2633 (0.2858) loss_cl: -0.2796 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [22:00:56.502195] Epoch: [247] [1700/2904] eta: 0:15:11 lr: 0.001985 loss: 0.1821 (0.1940) loss_rec_all: 0.2081 (0.2199) loss_rec_sfr: 0.2673 (0.2858) loss_cl: -0.2797 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [22:01:11.424884] Epoch: [247] [1720/2904] eta: 0:14:56 lr: 0.001985 loss: 0.1882 (0.1941) loss_rec_all: 0.2144 (0.2200) loss_rec_sfr: 0.2679 (0.2862) loss_cl: -0.2796 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [22:01:26.347888] Epoch: [247] [1740/2904] eta: 0:14:41 lr: 0.001985 loss: 0.1850 (0.1941) loss_rec_all: 0.2110 (0.2200) loss_rec_sfr: 0.2686 (0.2863) loss_cl: -0.2781 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [22:01:41.272261] Epoch: [247] [1760/2904] eta: 0:14:25 lr: 0.001985 loss: 0.1826 (0.1940) loss_rec_all: 0.2088 (0.2199) loss_rec_sfr: 0.2598 (0.2858) loss_cl: -0.2781 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [22:01:56.194352] Epoch: [247] [1780/2904] eta: 0:14:10 lr: 0.001985 loss: 0.1853 (0.1940) loss_rec_all: 0.2113 (0.2199) loss_rec_sfr: 0.2705 (0.2858) loss_cl: -0.2792 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [22:02:11.119822] Epoch: [247] [1800/2904] eta: 0:13:55 lr: 0.001985 loss: 0.1876 (0.1941) loss_rec_all: 0.2138 (0.2200) loss_rec_sfr: 0.2703 (0.2860) loss_cl: -0.2790 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [22:02:26.043046] Epoch: [247] [1820/2904] eta: 0:13:40 lr: 0.001985 loss: 0.1857 (0.1941) loss_rec_all: 0.2118 (0.2200) loss_rec_sfr: 0.2695 (0.2860) loss_cl: -0.2793 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [22:02:40.962819] Epoch: [247] [1840/2904] eta: 0:13:24 lr: 0.001984 loss: 0.1831 (0.1942) loss_rec_all: 0.2089 (0.2201) loss_rec_sfr: 0.2781 (0.2864) loss_cl: -0.2792 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [22:02:55.881396] Epoch: [247] [1860/2904] eta: 0:13:09 lr: 0.001984 loss: 0.1841 (0.1942) loss_rec_all: 0.2103 (0.2200) loss_rec_sfr: 0.2607 (0.2862) loss_cl: -0.2797 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [22:03:10.816452] Epoch: [247] [1880/2904] eta: 0:12:54 lr: 0.001984 loss: 0.1815 (0.1941) loss_rec_all: 0.2074 (0.2200) loss_rec_sfr: 0.2670 (0.2860) loss_cl: -0.2792 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [22:03:25.745387] Epoch: [247] [1900/2904] eta: 0:12:39 lr: 0.001984 loss: 0.1797 (0.1940) loss_rec_all: 0.2054 (0.2199) loss_rec_sfr: 0.2320 (0.2856) loss_cl: -0.2776 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [22:03:40.666926] Epoch: [247] [1920/2904] eta: 0:12:23 lr: 0.001984 loss: 0.1805 (0.1940) loss_rec_all: 0.2068 (0.2199) loss_rec_sfr: 0.2597 (0.2855) loss_cl: -0.2775 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [22:03:55.590111] Epoch: [247] [1940/2904] eta: 0:12:08 lr: 0.001984 loss: 0.1836 (0.1939) loss_rec_all: 0.2099 (0.2198) loss_rec_sfr: 0.2626 (0.2854) loss_cl: -0.2784 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [22:04:10.508706] Epoch: [247] [1960/2904] eta: 0:11:53 lr: 0.001984 loss: 0.1821 (0.1939) loss_rec_all: 0.2083 (0.2198) loss_rec_sfr: 0.2602 (0.2853) loss_cl: -0.2794 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [22:04:25.426831] Epoch: [247] [1980/2904] eta: 0:11:38 lr: 0.001984 loss: 0.1874 (0.1940) loss_rec_all: 0.2137 (0.2199) loss_rec_sfr: 0.2625 (0.2856) loss_cl: -0.2795 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [22:04:40.348623] Epoch: [247] [2000/2904] eta: 0:11:23 lr: 0.001984 loss: 0.1830 (0.1940) loss_rec_all: 0.2092 (0.2198) loss_rec_sfr: 0.2601 (0.2853) loss_cl: -0.2797 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [22:04:55.275921] Epoch: [247] [2020/2904] eta: 0:11:07 lr: 0.001984 loss: 0.1848 (0.1940) loss_rec_all: 0.2106 (0.2199) loss_rec_sfr: 0.2748 (0.2855) loss_cl: -0.2792 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [22:05:10.197347] Epoch: [247] [2040/2904] eta: 0:10:52 lr: 0.001984 loss: 0.1823 (0.1940) loss_rec_all: 0.2081 (0.2199) loss_rec_sfr: 0.2627 (0.2855) loss_cl: -0.2791 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [22:05:25.112827] Epoch: [247] [2060/2904] eta: 0:10:37 lr: 0.001984 loss: 0.1829 (0.1941) loss_rec_all: 0.2094 (0.2200) loss_rec_sfr: 0.2672 (0.2857) loss_cl: -0.2783 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [22:05:40.035449] Epoch: [247] [2080/2904] eta: 0:10:22 lr: 0.001984 loss: 0.1808 (0.1940) loss_rec_all: 0.2071 (0.2199) loss_rec_sfr: 0.2782 (0.2857) loss_cl: -0.2784 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [22:05:54.955867] Epoch: [247] [2100/2904] eta: 0:10:07 lr: 0.001984 loss: 0.1805 (0.1940) loss_rec_all: 0.2070 (0.2198) loss_rec_sfr: 0.2608 (0.2853) loss_cl: -0.2791 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [22:06:09.878057] Epoch: [247] [2120/2904] eta: 0:09:51 lr: 0.001984 loss: 0.1836 (0.1940) loss_rec_all: 0.2093 (0.2198) loss_rec_sfr: 0.2646 (0.2854) loss_cl: -0.2787 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [22:06:24.798564] Epoch: [247] [2140/2904] eta: 0:09:36 lr: 0.001984 loss: 0.1858 (0.1939) loss_rec_all: 0.2118 (0.2198) loss_rec_sfr: 0.2651 (0.2853) loss_cl: -0.2782 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [22:06:39.716679] Epoch: [247] [2160/2904] eta: 0:09:21 lr: 0.001984 loss: 0.1858 (0.1940) loss_rec_all: 0.2118 (0.2199) loss_rec_sfr: 0.2750 (0.2855) loss_cl: -0.2798 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [22:06:54.633173] Epoch: [247] [2180/2904] eta: 0:09:06 lr: 0.001984 loss: 0.1821 (0.1940) loss_rec_all: 0.2083 (0.2199) loss_rec_sfr: 0.2326 (0.2854) loss_cl: -0.2793 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [22:07:09.550330] Epoch: [247] [2200/2904] eta: 0:08:51 lr: 0.001984 loss: 0.1824 (0.1939) loss_rec_all: 0.2085 (0.2198) loss_rec_sfr: 0.2638 (0.2852) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [22:07:24.468685] Epoch: [247] [2220/2904] eta: 0:08:36 lr: 0.001984 loss: 0.1812 (0.1939) loss_rec_all: 0.2077 (0.2198) loss_rec_sfr: 0.2576 (0.2851) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [22:07:39.392517] Epoch: [247] [2240/2904] eta: 0:08:21 lr: 0.001984 loss: 0.1832 (0.1939) loss_rec_all: 0.2096 (0.2198) loss_rec_sfr: 0.2629 (0.2851) loss_cl: -0.2786 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [22:07:54.310487] Epoch: [247] [2260/2904] eta: 0:08:05 lr: 0.001984 loss: 0.1821 (0.1939) loss_rec_all: 0.2081 (0.2198) loss_rec_sfr: 0.2587 (0.2850) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [22:08:09.224402] Epoch: [247] [2280/2904] eta: 0:07:50 lr: 0.001984 loss: 0.1854 (0.1939) loss_rec_all: 0.2117 (0.2198) loss_rec_sfr: 0.2657 (0.2851) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [22:08:24.138743] Epoch: [247] [2300/2904] eta: 0:07:35 lr: 0.001984 loss: 0.1836 (0.1939) loss_rec_all: 0.2096 (0.2198) loss_rec_sfr: 0.2673 (0.2851) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [22:08:39.059192] Epoch: [247] [2320/2904] eta: 0:07:20 lr: 0.001984 loss: 0.1866 (0.1940) loss_rec_all: 0.2127 (0.2199) loss_rec_sfr: 0.2731 (0.2853) loss_cl: -0.2796 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [22:08:53.979333] Epoch: [247] [2340/2904] eta: 0:07:05 lr: 0.001984 loss: 0.1872 (0.1940) loss_rec_all: 0.2132 (0.2199) loss_rec_sfr: 0.2668 (0.2854) loss_cl: -0.2792 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [22:09:08.898020] Epoch: [247] [2360/2904] eta: 0:06:50 lr: 0.001984 loss: 0.1843 (0.1940) loss_rec_all: 0.2106 (0.2199) loss_rec_sfr: 0.2632 (0.2854) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [22:09:23.811776] Epoch: [247] [2380/2904] eta: 0:06:35 lr: 0.001984 loss: 0.1833 (0.1940) loss_rec_all: 0.2096 (0.2199) loss_rec_sfr: 0.2584 (0.2854) loss_cl: -0.2784 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [22:09:38.731568] Epoch: [247] [2400/2904] eta: 0:06:19 lr: 0.001984 loss: 0.1868 (0.1941) loss_rec_all: 0.2128 (0.2200) loss_rec_sfr: 0.2702 (0.2856) loss_cl: -0.2783 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [22:09:53.654475] Epoch: [247] [2420/2904] eta: 0:06:04 lr: 0.001984 loss: 0.1842 (0.1941) loss_rec_all: 0.2103 (0.2200) loss_rec_sfr: 0.2642 (0.2856) loss_cl: -0.2789 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [22:10:08.573500] Epoch: [247] [2440/2904] eta: 0:05:49 lr: 0.001984 loss: 0.1910 (0.1941) loss_rec_all: 0.2169 (0.2200) loss_rec_sfr: 0.2712 (0.2856) loss_cl: -0.2784 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [22:10:23.491543] Epoch: [247] [2460/2904] eta: 0:05:34 lr: 0.001984 loss: 0.1853 (0.1942) loss_rec_all: 0.2116 (0.2200) loss_rec_sfr: 0.2654 (0.2858) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [22:10:38.419248] Epoch: [247] [2480/2904] eta: 0:05:19 lr: 0.001984 loss: 0.1814 (0.1942) loss_rec_all: 0.2075 (0.2200) loss_rec_sfr: 0.2654 (0.2857) loss_cl: -0.2790 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [22:10:53.341195] Epoch: [247] [2500/2904] eta: 0:05:04 lr: 0.001984 loss: 0.1845 (0.1942) loss_rec_all: 0.2104 (0.2201) loss_rec_sfr: 0.2728 (0.2858) loss_cl: -0.2794 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [22:11:08.268001] Epoch: [247] [2520/2904] eta: 0:04:49 lr: 0.001984 loss: 0.1822 (0.1941) loss_rec_all: 0.2082 (0.2200) loss_rec_sfr: 0.2598 (0.2856) loss_cl: -0.2788 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [22:11:23.187903] Epoch: [247] [2540/2904] eta: 0:04:34 lr: 0.001984 loss: 0.1876 (0.1941) loss_rec_all: 0.2141 (0.2200) loss_rec_sfr: 0.2552 (0.2856) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [22:11:38.106546] Epoch: [247] [2560/2904] eta: 0:04:19 lr: 0.001984 loss: 0.1815 (0.1941) loss_rec_all: 0.2076 (0.2199) loss_rec_sfr: 0.2660 (0.2854) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [22:11:53.028802] Epoch: [247] [2580/2904] eta: 0:04:04 lr: 0.001984 loss: 0.1814 (0.1941) loss_rec_all: 0.2080 (0.2200) loss_rec_sfr: 0.2606 (0.2854) loss_cl: -0.2784 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [22:12:07.947308] Epoch: [247] [2600/2904] eta: 0:03:49 lr: 0.001983 loss: 0.1844 (0.1941) loss_rec_all: 0.2105 (0.2200) loss_rec_sfr: 0.2749 (0.2857) loss_cl: -0.2794 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [22:12:22.858532] Epoch: [247] [2620/2904] eta: 0:03:33 lr: 0.001983 loss: 0.1871 (0.1941) loss_rec_all: 0.2133 (0.2200) loss_rec_sfr: 0.2624 (0.2857) loss_cl: -0.2794 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [22:12:37.766417] Epoch: [247] [2640/2904] eta: 0:03:18 lr: 0.001983 loss: 0.1884 (0.1942) loss_rec_all: 0.2144 (0.2201) loss_rec_sfr: 0.2792 (0.2860) loss_cl: -0.2785 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [22:12:52.677590] Epoch: [247] [2660/2904] eta: 0:03:03 lr: 0.001983 loss: 0.1849 (0.1942) loss_rec_all: 0.2106 (0.2201) loss_rec_sfr: 0.2821 (0.2862) loss_cl: -0.2783 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [22:13:07.590097] Epoch: [247] [2680/2904] eta: 0:02:48 lr: 0.001983 loss: 0.1832 (0.1943) loss_rec_all: 0.2092 (0.2201) loss_rec_sfr: 0.2533 (0.2862) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [22:13:22.500979] Epoch: [247] [2700/2904] eta: 0:02:33 lr: 0.001983 loss: 0.1802 (0.1942) loss_rec_all: 0.2063 (0.2201) loss_rec_sfr: 0.2635 (0.2862) loss_cl: -0.2795 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [22:13:37.412873] Epoch: [247] [2720/2904] eta: 0:02:18 lr: 0.001983 loss: 0.1820 (0.1942) loss_rec_all: 0.2084 (0.2201) loss_rec_sfr: 0.2673 (0.2862) loss_cl: -0.2797 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [22:13:52.329640] Epoch: [247] [2740/2904] eta: 0:02:03 lr: 0.001983 loss: 0.1837 (0.1942) loss_rec_all: 0.2101 (0.2201) loss_rec_sfr: 0.2543 (0.2862) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [22:14:07.242990] Epoch: [247] [2760/2904] eta: 0:01:48 lr: 0.001983 loss: 0.1807 (0.1942) loss_rec_all: 0.2072 (0.2201) loss_rec_sfr: 0.2667 (0.2861) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [22:14:22.160511] Epoch: [247] [2780/2904] eta: 0:01:33 lr: 0.001983 loss: 0.1832 (0.1941) loss_rec_all: 0.2099 (0.2200) loss_rec_sfr: 0.2753 (0.2860) loss_cl: -0.2798 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [22:14:37.074728] Epoch: [247] [2800/2904] eta: 0:01:18 lr: 0.001983 loss: 0.1840 (0.1942) loss_rec_all: 0.2103 (0.2200) loss_rec_sfr: 0.2612 (0.2860) loss_cl: -0.2794 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [22:14:51.987856] Epoch: [247] [2820/2904] eta: 0:01:03 lr: 0.001983 loss: 0.1800 (0.1942) loss_rec_all: 0.2063 (0.2200) loss_rec_sfr: 0.2669 (0.2860) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [22:15:06.932813] Epoch: [247] [2840/2904] eta: 0:00:48 lr: 0.001983 loss: 0.1844 (0.1941) loss_rec_all: 0.2102 (0.2200) loss_rec_sfr: 0.2720 (0.2860) loss_cl: -0.2778 (-0.2788) time: 0.7472 data: 0.0023 max mem: 29860 [22:15:21.832316] Epoch: [247] [2860/2904] eta: 0:00:33 lr: 0.001983 loss: 0.1825 (0.1940) loss_rec_all: 0.2089 (0.2199) loss_rec_sfr: 0.2564 (0.2857) loss_cl: -0.2794 (-0.2788) time: 0.7449 data: 0.0001 max mem: 29860 [22:15:36.734682] Epoch: [247] [2880/2904] eta: 0:00:18 lr: 0.001983 loss: 0.1878 (0.1941) loss_rec_all: 0.2143 (0.2200) loss_rec_sfr: 0.2563 (0.2859) loss_cl: -0.2792 (-0.2788) time: 0.7451 data: 0.0001 max mem: 29860 [22:15:51.639177] Epoch: [247] [2900/2904] eta: 0:00:03 lr: 0.001983 loss: 0.1812 (0.1941) loss_rec_all: 0.2077 (0.2200) loss_rec_sfr: 0.2495 (0.2858) loss_cl: -0.2784 (-0.2788) time: 0.7452 data: 0.0001 max mem: 29860 [22:15:53.882489] Epoch: [247] [2903/2904] eta: 0:00:00 lr: 0.001983 loss: 0.1826 (0.1941) loss_rec_all: 0.2084 (0.2200) loss_rec_sfr: 0.2677 (0.2859) loss_cl: -0.2784 (-0.2788) time: 0.7453 data: 0.0001 max mem: 29860 [22:15:56.083152] Epoch: [247] Total time: 0:36:27 (0.7533 s / it) [22:15:56.103995] Averaged stats: lr: 0.001983 loss: 0.1826 (0.1959) loss_rec_all: 0.2084 (0.2195) loss_rec_sfr: 0.2677 (0.2842) loss_cl: -0.2784 (-0.2556) [22:15:56.108707] log_dir: ./checkpoint/VF2_ViT-B [22:16:12.623408] Epoch: [248] [ 0/2904] eta: 13:19:16 lr: 0.001983 loss: 0.1961 (0.1961) loss_rec_all: 0.2220 (0.2220) loss_rec_sfr: 0.2654 (0.2654) loss_cl: -0.2778 (-0.2778) time: 16.5141 data: 15.7839 max mem: 29860 [22:16:29.880407] Epoch: [248] [ 20/2904] eta: 1:17:17 lr: 0.001983 loss: 0.1801 (0.1860) loss_rec_all: 0.2064 (0.2121) loss_rec_sfr: 0.2139 (0.2489) loss_cl: -0.2784 (-0.2785) time: 0.8628 data: 0.0002 max mem: 29860 [22:16:44.760348] Epoch: [248] [ 40/2904] eta: 0:56:38 lr: 0.001983 loss: 0.1808 (0.1905) loss_rec_all: 0.2067 (0.2165) loss_rec_sfr: 0.2624 (0.2727) loss_cl: -0.2789 (-0.2787) time: 0.7440 data: 0.0002 max mem: 29860 [22:16:59.646974] Epoch: [248] [ 60/2904] eta: 0:49:22 lr: 0.001983 loss: 0.1828 (0.1889) loss_rec_all: 0.2089 (0.2149) loss_rec_sfr: 0.2683 (0.2692) loss_cl: -0.2789 (-0.2788) time: 0.7443 data: 0.0002 max mem: 29860 [22:17:14.547522] Epoch: [248] [ 80/2904] eta: 0:45:34 lr: 0.001983 loss: 0.1803 (0.1902) loss_rec_all: 0.2068 (0.2162) loss_rec_sfr: 0.2512 (0.2714) loss_cl: -0.2791 (-0.2790) time: 0.7450 data: 0.0002 max mem: 29860 [22:17:29.457285] Epoch: [248] [ 100/2904] eta: 0:43:11 lr: 0.001983 loss: 0.1818 (0.1899) loss_rec_all: 0.2081 (0.2159) loss_rec_sfr: 0.2276 (0.2689) loss_cl: -0.2789 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [22:17:44.379228] Epoch: [248] [ 120/2904] eta: 0:41:30 lr: 0.001983 loss: 0.1841 (0.1904) loss_rec_all: 0.2104 (0.2164) loss_rec_sfr: 0.2623 (0.2712) loss_cl: -0.2784 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [22:17:59.296339] Epoch: [248] [ 140/2904] eta: 0:40:14 lr: 0.001983 loss: 0.1841 (0.1911) loss_rec_all: 0.2101 (0.2171) loss_rec_sfr: 0.2687 (0.2736) loss_cl: -0.2794 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [22:18:14.216723] Epoch: [248] [ 160/2904] eta: 0:39:13 lr: 0.001983 loss: 0.1849 (0.1925) loss_rec_all: 0.2111 (0.2184) loss_rec_sfr: 0.2800 (0.2798) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [22:18:29.132941] Epoch: [248] [ 180/2904] eta: 0:38:22 lr: 0.001983 loss: 0.1821 (0.1930) loss_rec_all: 0.2082 (0.2189) loss_rec_sfr: 0.2708 (0.2821) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [22:18:44.057401] Epoch: [248] [ 200/2904] eta: 0:37:39 lr: 0.001983 loss: 0.1857 (0.1938) loss_rec_all: 0.2116 (0.2197) loss_rec_sfr: 0.2721 (0.2856) loss_cl: -0.2779 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [22:18:58.977181] Epoch: [248] [ 220/2904] eta: 0:37:00 lr: 0.001983 loss: 0.1834 (0.1940) loss_rec_all: 0.2094 (0.2198) loss_rec_sfr: 0.2714 (0.2863) loss_cl: -0.2787 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [22:19:13.895230] Epoch: [248] [ 240/2904] eta: 0:36:26 lr: 0.001983 loss: 0.1810 (0.1939) loss_rec_all: 0.2072 (0.2198) loss_rec_sfr: 0.2654 (0.2859) loss_cl: -0.2798 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [22:19:28.813026] Epoch: [248] [ 260/2904] eta: 0:35:54 lr: 0.001983 loss: 0.1839 (0.1944) loss_rec_all: 0.2099 (0.2203) loss_rec_sfr: 0.2675 (0.2876) loss_cl: -0.2796 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [22:19:43.731822] Epoch: [248] [ 280/2904] eta: 0:35:25 lr: 0.001983 loss: 0.1814 (0.1945) loss_rec_all: 0.2076 (0.2204) loss_rec_sfr: 0.2220 (0.2873) loss_cl: -0.2792 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [22:19:58.649300] Epoch: [248] [ 300/2904] eta: 0:34:58 lr: 0.001983 loss: 0.1868 (0.1954) loss_rec_all: 0.2126 (0.2213) loss_rec_sfr: 0.2872 (0.2904) loss_cl: -0.2782 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [22:20:13.592507] Epoch: [248] [ 320/2904] eta: 0:34:32 lr: 0.001983 loss: 0.1839 (0.1953) loss_rec_all: 0.2099 (0.2212) loss_rec_sfr: 0.2759 (0.2899) loss_cl: -0.2794 (-0.2788) time: 0.7471 data: 0.0002 max mem: 29860 [22:20:28.508379] Epoch: [248] [ 340/2904] eta: 0:34:08 lr: 0.001983 loss: 0.1812 (0.1951) loss_rec_all: 0.2075 (0.2209) loss_rec_sfr: 0.2523 (0.2886) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [22:20:43.421929] Epoch: [248] [ 360/2904] eta: 0:33:44 lr: 0.001983 loss: 0.1877 (0.1953) loss_rec_all: 0.2138 (0.2211) loss_rec_sfr: 0.2682 (0.2893) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [22:20:58.498169] Epoch: [248] [ 380/2904] eta: 0:33:23 lr: 0.001983 loss: 0.1843 (0.1956) loss_rec_all: 0.2103 (0.2214) loss_rec_sfr: 0.2748 (0.2903) loss_cl: -0.2790 (-0.2788) time: 0.7538 data: 0.0002 max mem: 29860 [22:21:13.411623] Epoch: [248] [ 400/2904] eta: 0:33:01 lr: 0.001983 loss: 0.1834 (0.1954) loss_rec_all: 0.2094 (0.2212) loss_rec_sfr: 0.2710 (0.2902) loss_cl: -0.2798 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [22:21:28.327081] Epoch: [248] [ 420/2904] eta: 0:32:40 lr: 0.001983 loss: 0.1827 (0.1950) loss_rec_all: 0.2088 (0.2208) loss_rec_sfr: 0.2640 (0.2890) loss_cl: -0.2793 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [22:21:43.245860] Epoch: [248] [ 440/2904] eta: 0:32:19 lr: 0.001983 loss: 0.1792 (0.1951) loss_rec_all: 0.2050 (0.2209) loss_rec_sfr: 0.2657 (0.2894) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [22:21:58.167432] Epoch: [248] [ 460/2904] eta: 0:31:59 lr: 0.001983 loss: 0.1840 (0.1948) loss_rec_all: 0.2097 (0.2207) loss_rec_sfr: 0.2678 (0.2887) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [22:22:13.081279] Epoch: [248] [ 480/2904] eta: 0:31:39 lr: 0.001982 loss: 0.1867 (0.1954) loss_rec_all: 0.2126 (0.2212) loss_rec_sfr: 0.2748 (0.2908) loss_cl: -0.2784 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [22:22:28.132180] Epoch: [248] [ 500/2904] eta: 0:31:20 lr: 0.001982 loss: 0.1858 (0.1957) loss_rec_all: 0.2121 (0.2215) loss_rec_sfr: 0.2584 (0.2914) loss_cl: -0.2784 (-0.2788) time: 0.7525 data: 0.0002 max mem: 29860 [22:22:43.048211] Epoch: [248] [ 520/2904] eta: 0:31:01 lr: 0.001982 loss: 0.1854 (0.1961) loss_rec_all: 0.2115 (0.2219) loss_rec_sfr: 0.2764 (0.2928) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [22:22:57.963816] Epoch: [248] [ 540/2904] eta: 0:30:43 lr: 0.001982 loss: 0.1813 (0.1958) loss_rec_all: 0.2073 (0.2216) loss_rec_sfr: 0.2682 (0.2922) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [22:23:12.879403] Epoch: [248] [ 560/2904] eta: 0:30:24 lr: 0.001982 loss: 0.1815 (0.1957) loss_rec_all: 0.2074 (0.2216) loss_rec_sfr: 0.2834 (0.2925) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [22:23:27.799916] Epoch: [248] [ 580/2904] eta: 0:30:06 lr: 0.001982 loss: 0.1861 (0.1957) loss_rec_all: 0.2120 (0.2215) loss_rec_sfr: 0.2653 (0.2922) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [22:23:42.724704] Epoch: [248] [ 600/2904] eta: 0:29:48 lr: 0.001982 loss: 0.1854 (0.1956) loss_rec_all: 0.2121 (0.2215) loss_rec_sfr: 0.2675 (0.2920) loss_cl: -0.2791 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [22:23:57.640577] Epoch: [248] [ 620/2904] eta: 0:29:30 lr: 0.001982 loss: 0.1849 (0.1959) loss_rec_all: 0.2109 (0.2217) loss_rec_sfr: 0.2777 (0.2931) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [22:24:12.559616] Epoch: [248] [ 640/2904] eta: 0:29:13 lr: 0.001982 loss: 0.1823 (0.1955) loss_rec_all: 0.2084 (0.2214) loss_rec_sfr: 0.2645 (0.2923) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [22:24:27.475637] Epoch: [248] [ 660/2904] eta: 0:28:55 lr: 0.001982 loss: 0.1835 (0.1957) loss_rec_all: 0.2094 (0.2215) loss_rec_sfr: 0.2721 (0.2929) loss_cl: -0.2781 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [22:24:42.400196] Epoch: [248] [ 680/2904] eta: 0:28:38 lr: 0.001982 loss: 0.1819 (0.1956) loss_rec_all: 0.2085 (0.2214) loss_rec_sfr: 0.2722 (0.2926) loss_cl: -0.2794 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [22:24:57.321576] Epoch: [248] [ 700/2904] eta: 0:28:21 lr: 0.001982 loss: 0.1847 (0.1955) loss_rec_all: 0.2107 (0.2214) loss_rec_sfr: 0.2592 (0.2922) loss_cl: -0.2795 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [22:25:12.242920] Epoch: [248] [ 720/2904] eta: 0:28:04 lr: 0.001982 loss: 0.1865 (0.1957) loss_rec_all: 0.2130 (0.2215) loss_rec_sfr: 0.2683 (0.2925) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [22:25:27.164856] Epoch: [248] [ 740/2904] eta: 0:27:47 lr: 0.001982 loss: 0.1867 (0.1959) loss_rec_all: 0.2129 (0.2218) loss_rec_sfr: 0.2738 (0.2933) loss_cl: -0.2788 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [22:25:42.081641] Epoch: [248] [ 760/2904] eta: 0:27:30 lr: 0.001982 loss: 0.1802 (0.1958) loss_rec_all: 0.2064 (0.2216) loss_rec_sfr: 0.2613 (0.2929) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [22:25:57.000298] Epoch: [248] [ 780/2904] eta: 0:27:14 lr: 0.001982 loss: 0.1829 (0.1958) loss_rec_all: 0.2089 (0.2216) loss_rec_sfr: 0.2561 (0.2926) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [22:26:11.923068] Epoch: [248] [ 800/2904] eta: 0:26:57 lr: 0.001982 loss: 0.1831 (0.1956) loss_rec_all: 0.2090 (0.2215) loss_rec_sfr: 0.2599 (0.2919) loss_cl: -0.2785 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [22:26:26.842186] Epoch: [248] [ 820/2904] eta: 0:26:40 lr: 0.001982 loss: 0.1859 (0.1956) loss_rec_all: 0.2117 (0.2214) loss_rec_sfr: 0.2608 (0.2917) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [22:26:41.760736] Epoch: [248] [ 840/2904] eta: 0:26:24 lr: 0.001982 loss: 0.1869 (0.1957) loss_rec_all: 0.2132 (0.2215) loss_rec_sfr: 0.2685 (0.2918) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [22:26:56.677784] Epoch: [248] [ 860/2904] eta: 0:26:08 lr: 0.001982 loss: 0.1872 (0.1960) loss_rec_all: 0.2132 (0.2218) loss_rec_sfr: 0.2779 (0.2930) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [22:27:11.600171] Epoch: [248] [ 880/2904] eta: 0:25:51 lr: 0.001982 loss: 0.1821 (0.1959) loss_rec_all: 0.2083 (0.2217) loss_rec_sfr: 0.2628 (0.2928) loss_cl: -0.2783 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [22:27:26.520429] Epoch: [248] [ 900/2904] eta: 0:25:35 lr: 0.001982 loss: 0.1825 (0.1960) loss_rec_all: 0.2084 (0.2218) loss_rec_sfr: 0.2700 (0.2931) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [22:27:41.445446] Epoch: [248] [ 920/2904] eta: 0:25:19 lr: 0.001982 loss: 0.1805 (0.1958) loss_rec_all: 0.2072 (0.2216) loss_rec_sfr: 0.2688 (0.2926) loss_cl: -0.2793 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [22:27:56.368133] Epoch: [248] [ 940/2904] eta: 0:25:03 lr: 0.001982 loss: 0.1825 (0.1957) loss_rec_all: 0.2089 (0.2216) loss_rec_sfr: 0.2319 (0.2923) loss_cl: -0.2792 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [22:28:11.282249] Epoch: [248] [ 960/2904] eta: 0:24:47 lr: 0.001982 loss: 0.1829 (0.1955) loss_rec_all: 0.2090 (0.2214) loss_rec_sfr: 0.2708 (0.2918) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [22:28:26.204260] Epoch: [248] [ 980/2904] eta: 0:24:31 lr: 0.001982 loss: 0.1816 (0.1956) loss_rec_all: 0.2077 (0.2214) loss_rec_sfr: 0.2695 (0.2920) loss_cl: -0.2791 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [22:28:41.125778] Epoch: [248] [1000/2904] eta: 0:24:15 lr: 0.001982 loss: 0.1806 (0.1955) loss_rec_all: 0.2066 (0.2213) loss_rec_sfr: 0.2617 (0.2917) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [22:28:56.046712] Epoch: [248] [1020/2904] eta: 0:23:59 lr: 0.001982 loss: 0.1807 (0.1954) loss_rec_all: 0.2073 (0.2213) loss_rec_sfr: 0.2573 (0.2916) loss_cl: -0.2792 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [22:29:10.967895] Epoch: [248] [1040/2904] eta: 0:23:43 lr: 0.001982 loss: 0.1774 (0.1953) loss_rec_all: 0.2039 (0.2211) loss_rec_sfr: 0.2315 (0.2913) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [22:29:25.887724] Epoch: [248] [1060/2904] eta: 0:23:27 lr: 0.001982 loss: 0.1826 (0.1953) loss_rec_all: 0.2087 (0.2212) loss_rec_sfr: 0.2671 (0.2913) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [22:29:40.809355] Epoch: [248] [1080/2904] eta: 0:23:11 lr: 0.001982 loss: 0.1852 (0.1954) loss_rec_all: 0.2112 (0.2212) loss_rec_sfr: 0.2668 (0.2915) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [22:29:55.725747] Epoch: [248] [1100/2904] eta: 0:22:55 lr: 0.001982 loss: 0.1845 (0.1955) loss_rec_all: 0.2110 (0.2213) loss_rec_sfr: 0.2689 (0.2917) loss_cl: -0.2795 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [22:30:10.643969] Epoch: [248] [1120/2904] eta: 0:22:39 lr: 0.001982 loss: 0.1824 (0.1954) loss_rec_all: 0.2089 (0.2213) loss_rec_sfr: 0.2499 (0.2913) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [22:30:25.565428] Epoch: [248] [1140/2904] eta: 0:22:24 lr: 0.001982 loss: 0.1815 (0.1954) loss_rec_all: 0.2074 (0.2212) loss_rec_sfr: 0.2637 (0.2912) loss_cl: -0.2779 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [22:30:40.482464] Epoch: [248] [1160/2904] eta: 0:22:08 lr: 0.001982 loss: 0.1816 (0.1953) loss_rec_all: 0.2076 (0.2211) loss_rec_sfr: 0.2634 (0.2911) loss_cl: -0.2794 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [22:30:55.406537] Epoch: [248] [1180/2904] eta: 0:21:52 lr: 0.001982 loss: 0.1859 (0.1953) loss_rec_all: 0.2120 (0.2211) loss_rec_sfr: 0.2674 (0.2911) loss_cl: -0.2800 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [22:31:10.327351] Epoch: [248] [1200/2904] eta: 0:21:37 lr: 0.001982 loss: 0.1812 (0.1952) loss_rec_all: 0.2073 (0.2210) loss_rec_sfr: 0.2656 (0.2907) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [22:31:25.245431] Epoch: [248] [1220/2904] eta: 0:21:21 lr: 0.001982 loss: 0.1826 (0.1951) loss_rec_all: 0.2090 (0.2210) loss_rec_sfr: 0.2679 (0.2905) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [22:31:40.160731] Epoch: [248] [1240/2904] eta: 0:21:05 lr: 0.001981 loss: 0.1834 (0.1950) loss_rec_all: 0.2098 (0.2209) loss_rec_sfr: 0.2707 (0.2903) loss_cl: -0.2784 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [22:31:55.077170] Epoch: [248] [1260/2904] eta: 0:20:50 lr: 0.001981 loss: 0.1875 (0.1951) loss_rec_all: 0.2135 (0.2210) loss_rec_sfr: 0.2648 (0.2905) loss_cl: -0.2797 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [22:32:09.993450] Epoch: [248] [1280/2904] eta: 0:20:34 lr: 0.001981 loss: 0.1875 (0.1953) loss_rec_all: 0.2135 (0.2211) loss_rec_sfr: 0.2880 (0.2911) loss_cl: -0.2798 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [22:32:24.915632] Epoch: [248] [1300/2904] eta: 0:20:19 lr: 0.001981 loss: 0.1819 (0.1953) loss_rec_all: 0.2080 (0.2211) loss_rec_sfr: 0.2598 (0.2911) loss_cl: -0.2790 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [22:32:39.843997] Epoch: [248] [1320/2904] eta: 0:20:03 lr: 0.001981 loss: 0.1880 (0.1953) loss_rec_all: 0.2140 (0.2211) loss_rec_sfr: 0.2741 (0.2911) loss_cl: -0.2779 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [22:32:54.769042] Epoch: [248] [1340/2904] eta: 0:19:47 lr: 0.001981 loss: 0.1798 (0.1951) loss_rec_all: 0.2061 (0.2209) loss_rec_sfr: 0.2560 (0.2904) loss_cl: -0.2787 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [22:33:09.690646] Epoch: [248] [1360/2904] eta: 0:19:32 lr: 0.001981 loss: 0.1835 (0.1951) loss_rec_all: 0.2093 (0.2210) loss_rec_sfr: 0.2635 (0.2905) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [22:33:24.619683] Epoch: [248] [1380/2904] eta: 0:19:17 lr: 0.001981 loss: 0.1849 (0.1951) loss_rec_all: 0.2109 (0.2209) loss_rec_sfr: 0.2616 (0.2902) loss_cl: -0.2785 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [22:33:39.546984] Epoch: [248] [1400/2904] eta: 0:19:01 lr: 0.001981 loss: 0.1844 (0.1951) loss_rec_all: 0.2104 (0.2210) loss_rec_sfr: 0.2728 (0.2904) loss_cl: -0.2789 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [22:33:54.464256] Epoch: [248] [1420/2904] eta: 0:18:46 lr: 0.001981 loss: 0.1832 (0.1950) loss_rec_all: 0.2092 (0.2208) loss_rec_sfr: 0.2650 (0.2899) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [22:34:09.393100] Epoch: [248] [1440/2904] eta: 0:18:30 lr: 0.001981 loss: 0.1851 (0.1950) loss_rec_all: 0.2110 (0.2209) loss_rec_sfr: 0.2729 (0.2902) loss_cl: -0.2789 (-0.2788) time: 0.7463 data: 0.0003 max mem: 29860 [22:34:24.314602] Epoch: [248] [1460/2904] eta: 0:18:15 lr: 0.001981 loss: 0.1866 (0.1950) loss_rec_all: 0.2129 (0.2208) loss_rec_sfr: 0.2695 (0.2900) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0004 max mem: 29860 [22:34:39.240304] Epoch: [248] [1480/2904] eta: 0:17:59 lr: 0.001981 loss: 0.1841 (0.1950) loss_rec_all: 0.2101 (0.2209) loss_rec_sfr: 0.2686 (0.2901) loss_cl: -0.2788 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [22:34:54.169971] Epoch: [248] [1500/2904] eta: 0:17:44 lr: 0.001981 loss: 0.1835 (0.1949) loss_rec_all: 0.2095 (0.2208) loss_rec_sfr: 0.2705 (0.2898) loss_cl: -0.2788 (-0.2788) time: 0.7464 data: 0.0003 max mem: 29860 [22:35:09.092349] Epoch: [248] [1520/2904] eta: 0:17:29 lr: 0.001981 loss: 0.2345 (0.1952) loss_rec_all: 0.2591 (0.2211) loss_rec_sfr: 0.4432 (0.2909) loss_cl: -0.2789 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [22:35:24.026690] Epoch: [248] [1540/2904] eta: 0:17:13 lr: 0.001981 loss: 0.1877 (0.1953) loss_rec_all: 0.2137 (0.2211) loss_rec_sfr: 0.2659 (0.2910) loss_cl: -0.2787 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [22:35:38.953013] Epoch: [248] [1560/2904] eta: 0:16:58 lr: 0.001981 loss: 0.1801 (0.1953) loss_rec_all: 0.2062 (0.2211) loss_rec_sfr: 0.2633 (0.2909) loss_cl: -0.2786 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [22:35:53.879805] Epoch: [248] [1580/2904] eta: 0:16:43 lr: 0.001981 loss: 0.1818 (0.1952) loss_rec_all: 0.2082 (0.2211) loss_rec_sfr: 0.2632 (0.2906) loss_cl: -0.2793 (-0.2788) time: 0.7463 data: 0.0003 max mem: 29860 [22:36:08.811876] Epoch: [248] [1600/2904] eta: 0:16:27 lr: 0.001981 loss: 0.1866 (0.1953) loss_rec_all: 0.2125 (0.2212) loss_rec_sfr: 0.2839 (0.2912) loss_cl: -0.2785 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [22:36:23.745806] Epoch: [248] [1620/2904] eta: 0:16:12 lr: 0.001981 loss: 0.1779 (0.1953) loss_rec_all: 0.2043 (0.2211) loss_rec_sfr: 0.2464 (0.2908) loss_cl: -0.2790 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [22:36:38.671875] Epoch: [248] [1640/2904] eta: 0:15:57 lr: 0.001981 loss: 0.1809 (0.1952) loss_rec_all: 0.2071 (0.2211) loss_rec_sfr: 0.2693 (0.2907) loss_cl: -0.2792 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [22:36:53.593622] Epoch: [248] [1660/2904] eta: 0:15:41 lr: 0.001981 loss: 0.1838 (0.1952) loss_rec_all: 0.2096 (0.2211) loss_rec_sfr: 0.2736 (0.2908) loss_cl: -0.2795 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [22:37:08.519887] Epoch: [248] [1680/2904] eta: 0:15:26 lr: 0.001981 loss: 0.1854 (0.1953) loss_rec_all: 0.2114 (0.2211) loss_rec_sfr: 0.2757 (0.2910) loss_cl: -0.2791 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [22:37:23.446007] Epoch: [248] [1700/2904] eta: 0:15:11 lr: 0.001981 loss: 0.1813 (0.1952) loss_rec_all: 0.2079 (0.2211) loss_rec_sfr: 0.2661 (0.2908) loss_cl: -0.2799 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [22:37:38.374715] Epoch: [248] [1720/2904] eta: 0:14:55 lr: 0.001981 loss: 0.1852 (0.1952) loss_rec_all: 0.2112 (0.2211) loss_rec_sfr: 0.2715 (0.2909) loss_cl: -0.2790 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [22:37:53.305032] Epoch: [248] [1740/2904] eta: 0:14:40 lr: 0.001981 loss: 0.1837 (0.1952) loss_rec_all: 0.2099 (0.2210) loss_rec_sfr: 0.2681 (0.2907) loss_cl: -0.2776 (-0.2788) time: 0.7465 data: 0.0003 max mem: 29860 [22:38:08.241702] Epoch: [248] [1760/2904] eta: 0:14:25 lr: 0.001981 loss: 0.1832 (0.1952) loss_rec_all: 0.2096 (0.2210) loss_rec_sfr: 0.2693 (0.2907) loss_cl: -0.2790 (-0.2788) time: 0.7468 data: 0.0003 max mem: 29860 [22:38:23.173016] Epoch: [248] [1780/2904] eta: 0:14:10 lr: 0.001981 loss: 0.1848 (0.1951) loss_rec_all: 0.2110 (0.2209) loss_rec_sfr: 0.2550 (0.2902) loss_cl: -0.2788 (-0.2788) time: 0.7465 data: 0.0003 max mem: 29860 [22:38:38.089684] Epoch: [248] [1800/2904] eta: 0:13:54 lr: 0.001981 loss: 0.1879 (0.1951) loss_rec_all: 0.2143 (0.2209) loss_rec_sfr: 0.2640 (0.2903) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [22:38:53.007136] Epoch: [248] [1820/2904] eta: 0:13:39 lr: 0.001981 loss: 0.1840 (0.1951) loss_rec_all: 0.2100 (0.2209) loss_rec_sfr: 0.2485 (0.2902) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [22:39:07.926095] Epoch: [248] [1840/2904] eta: 0:13:24 lr: 0.001981 loss: 0.1861 (0.1951) loss_rec_all: 0.2121 (0.2210) loss_rec_sfr: 0.2791 (0.2905) loss_cl: -0.2795 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [22:39:22.841080] Epoch: [248] [1860/2904] eta: 0:13:09 lr: 0.001981 loss: 0.1832 (0.1952) loss_rec_all: 0.2093 (0.2210) loss_rec_sfr: 0.2645 (0.2906) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [22:39:37.758886] Epoch: [248] [1880/2904] eta: 0:12:53 lr: 0.001981 loss: 0.1855 (0.1952) loss_rec_all: 0.2117 (0.2210) loss_rec_sfr: 0.2551 (0.2906) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [22:39:52.678979] Epoch: [248] [1900/2904] eta: 0:12:38 lr: 0.001981 loss: 0.1800 (0.1950) loss_rec_all: 0.2060 (0.2209) loss_rec_sfr: 0.2277 (0.2901) loss_cl: -0.2777 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [22:40:07.600658] Epoch: [248] [1920/2904] eta: 0:12:23 lr: 0.001981 loss: 0.1858 (0.1950) loss_rec_all: 0.2117 (0.2208) loss_rec_sfr: 0.2699 (0.2900) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [22:40:22.522002] Epoch: [248] [1940/2904] eta: 0:12:08 lr: 0.001981 loss: 0.1842 (0.1950) loss_rec_all: 0.2103 (0.2208) loss_rec_sfr: 0.2683 (0.2900) loss_cl: -0.2798 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [22:40:37.440707] Epoch: [248] [1960/2904] eta: 0:11:53 lr: 0.001981 loss: 0.1838 (0.1950) loss_rec_all: 0.2097 (0.2209) loss_rec_sfr: 0.2702 (0.2901) loss_cl: -0.2799 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [22:40:52.353889] Epoch: [248] [1980/2904] eta: 0:11:37 lr: 0.001981 loss: 0.1822 (0.1950) loss_rec_all: 0.2081 (0.2208) loss_rec_sfr: 0.2683 (0.2900) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [22:41:07.267970] Epoch: [248] [2000/2904] eta: 0:11:22 lr: 0.001981 loss: 0.1872 (0.1949) loss_rec_all: 0.2129 (0.2208) loss_rec_sfr: 0.2645 (0.2898) loss_cl: -0.2781 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [22:41:22.184280] Epoch: [248] [2020/2904] eta: 0:11:07 lr: 0.001980 loss: 0.1810 (0.1950) loss_rec_all: 0.2071 (0.2208) loss_rec_sfr: 0.2614 (0.2898) loss_cl: -0.2781 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [22:41:37.099827] Epoch: [248] [2040/2904] eta: 0:10:52 lr: 0.001980 loss: 0.1828 (0.1950) loss_rec_all: 0.2090 (0.2209) loss_rec_sfr: 0.2680 (0.2899) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [22:41:52.020329] Epoch: [248] [2060/2904] eta: 0:10:37 lr: 0.001980 loss: 0.1861 (0.1950) loss_rec_all: 0.2122 (0.2208) loss_rec_sfr: 0.2634 (0.2898) loss_cl: -0.2791 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [22:42:06.935647] Epoch: [248] [2080/2904] eta: 0:10:21 lr: 0.001980 loss: 0.1832 (0.1950) loss_rec_all: 0.2093 (0.2208) loss_rec_sfr: 0.2565 (0.2896) loss_cl: -0.2798 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [22:42:21.854406] Epoch: [248] [2100/2904] eta: 0:10:06 lr: 0.001980 loss: 0.1860 (0.1950) loss_rec_all: 0.2122 (0.2209) loss_rec_sfr: 0.2625 (0.2896) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [22:42:36.780314] Epoch: [248] [2120/2904] eta: 0:09:51 lr: 0.001980 loss: 0.1823 (0.1949) loss_rec_all: 0.2086 (0.2208) loss_rec_sfr: 0.2677 (0.2894) loss_cl: -0.2778 (-0.2788) time: 0.7463 data: 0.0003 max mem: 29860 [22:42:51.696460] Epoch: [248] [2140/2904] eta: 0:09:36 lr: 0.001980 loss: 0.1841 (0.1949) loss_rec_all: 0.2105 (0.2207) loss_rec_sfr: 0.2675 (0.2892) loss_cl: -0.2783 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [22:43:06.607884] Epoch: [248] [2160/2904] eta: 0:09:21 lr: 0.001980 loss: 0.1840 (0.1948) loss_rec_all: 0.2100 (0.2207) loss_rec_sfr: 0.2715 (0.2891) loss_cl: -0.2797 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [22:43:21.523948] Epoch: [248] [2180/2904] eta: 0:09:06 lr: 0.001980 loss: 0.1816 (0.1948) loss_rec_all: 0.2077 (0.2207) loss_rec_sfr: 0.2624 (0.2891) loss_cl: -0.2797 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [22:43:36.434455] Epoch: [248] [2200/2904] eta: 0:08:51 lr: 0.001980 loss: 0.1806 (0.1947) loss_rec_all: 0.2070 (0.2206) loss_rec_sfr: 0.2634 (0.2889) loss_cl: -0.2797 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [22:43:51.347385] Epoch: [248] [2220/2904] eta: 0:08:35 lr: 0.001980 loss: 0.1860 (0.1947) loss_rec_all: 0.2123 (0.2206) loss_rec_sfr: 0.2665 (0.2888) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [22:44:06.262911] Epoch: [248] [2240/2904] eta: 0:08:20 lr: 0.001980 loss: 0.1864 (0.1947) loss_rec_all: 0.2124 (0.2206) loss_rec_sfr: 0.2676 (0.2887) loss_cl: -0.2780 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [22:44:21.184002] Epoch: [248] [2260/2904] eta: 0:08:05 lr: 0.001980 loss: 0.1848 (0.1947) loss_rec_all: 0.2112 (0.2206) loss_rec_sfr: 0.2652 (0.2887) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [22:44:36.110075] Epoch: [248] [2280/2904] eta: 0:07:50 lr: 0.001980 loss: 0.1849 (0.1947) loss_rec_all: 0.2115 (0.2206) loss_rec_sfr: 0.2659 (0.2888) loss_cl: -0.2788 (-0.2788) time: 0.7463 data: 0.0003 max mem: 29860 [22:44:51.030511] Epoch: [248] [2300/2904] eta: 0:07:35 lr: 0.001980 loss: 0.1818 (0.1947) loss_rec_all: 0.2083 (0.2206) loss_rec_sfr: 0.2673 (0.2888) loss_cl: -0.2799 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [22:45:05.950805] Epoch: [248] [2320/2904] eta: 0:07:20 lr: 0.001980 loss: 0.1814 (0.1947) loss_rec_all: 0.2073 (0.2206) loss_rec_sfr: 0.2603 (0.2887) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [22:45:20.859136] Epoch: [248] [2340/2904] eta: 0:07:05 lr: 0.001980 loss: 0.1811 (0.1947) loss_rec_all: 0.2073 (0.2205) loss_rec_sfr: 0.2578 (0.2885) loss_cl: -0.2782 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [22:45:35.773677] Epoch: [248] [2360/2904] eta: 0:06:50 lr: 0.001980 loss: 0.1813 (0.1947) loss_rec_all: 0.2073 (0.2205) loss_rec_sfr: 0.2585 (0.2885) loss_cl: -0.2779 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [22:45:50.690622] Epoch: [248] [2380/2904] eta: 0:06:34 lr: 0.001980 loss: 0.1814 (0.1947) loss_rec_all: 0.2074 (0.2205) loss_rec_sfr: 0.2736 (0.2886) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [22:46:05.603330] Epoch: [248] [2400/2904] eta: 0:06:19 lr: 0.001980 loss: 0.1796 (0.1946) loss_rec_all: 0.2056 (0.2205) loss_rec_sfr: 0.2599 (0.2884) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0004 max mem: 29860 [22:46:20.524131] Epoch: [248] [2420/2904] eta: 0:06:04 lr: 0.001980 loss: 0.1820 (0.1946) loss_rec_all: 0.2082 (0.2205) loss_rec_sfr: 0.2666 (0.2884) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [22:46:35.443268] Epoch: [248] [2440/2904] eta: 0:05:49 lr: 0.001980 loss: 0.1831 (0.1946) loss_rec_all: 0.2095 (0.2205) loss_rec_sfr: 0.2676 (0.2883) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [22:46:50.359862] Epoch: [248] [2460/2904] eta: 0:05:34 lr: 0.001980 loss: 0.1832 (0.1946) loss_rec_all: 0.2092 (0.2205) loss_rec_sfr: 0.2698 (0.2884) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [22:47:05.273149] Epoch: [248] [2480/2904] eta: 0:05:19 lr: 0.001980 loss: 0.1817 (0.1946) loss_rec_all: 0.2083 (0.2205) loss_rec_sfr: 0.2726 (0.2884) loss_cl: -0.2795 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [22:47:20.190501] Epoch: [248] [2500/2904] eta: 0:05:04 lr: 0.001980 loss: 0.1804 (0.1947) loss_rec_all: 0.2068 (0.2205) loss_rec_sfr: 0.2674 (0.2886) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [22:47:35.283437] Epoch: [248] [2520/2904] eta: 0:04:49 lr: 0.001980 loss: 0.1832 (0.1947) loss_rec_all: 0.2093 (0.2205) loss_rec_sfr: 0.2638 (0.2885) loss_cl: -0.2786 (-0.2788) time: 0.7546 data: 0.0002 max mem: 29860 [22:47:50.200481] Epoch: [248] [2540/2904] eta: 0:04:34 lr: 0.001980 loss: 0.1837 (0.1947) loss_rec_all: 0.2101 (0.2205) loss_rec_sfr: 0.2641 (0.2885) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [22:48:05.116875] Epoch: [248] [2560/2904] eta: 0:04:19 lr: 0.001980 loss: 0.1836 (0.1947) loss_rec_all: 0.2100 (0.2206) loss_rec_sfr: 0.2723 (0.2887) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [22:48:20.034366] Epoch: [248] [2580/2904] eta: 0:04:04 lr: 0.001980 loss: 0.1825 (0.1947) loss_rec_all: 0.2086 (0.2206) loss_rec_sfr: 0.2666 (0.2888) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [22:48:34.941311] Epoch: [248] [2600/2904] eta: 0:03:48 lr: 0.001980 loss: 0.1862 (0.1947) loss_rec_all: 0.2125 (0.2206) loss_rec_sfr: 0.2626 (0.2887) loss_cl: -0.2797 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [22:48:49.848289] Epoch: [248] [2620/2904] eta: 0:03:33 lr: 0.001980 loss: 0.1801 (0.1947) loss_rec_all: 0.2062 (0.2205) loss_rec_sfr: 0.2675 (0.2885) loss_cl: -0.2795 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [22:49:04.755271] Epoch: [248] [2640/2904] eta: 0:03:18 lr: 0.001980 loss: 0.1936 (0.1947) loss_rec_all: 0.2193 (0.2206) loss_rec_sfr: 0.2734 (0.2887) loss_cl: -0.2778 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [22:49:19.666893] Epoch: [248] [2660/2904] eta: 0:03:03 lr: 0.001980 loss: 0.1840 (0.1948) loss_rec_all: 0.2100 (0.2206) loss_rec_sfr: 0.2724 (0.2888) loss_cl: -0.2780 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [22:49:34.580522] Epoch: [248] [2680/2904] eta: 0:02:48 lr: 0.001980 loss: 0.1819 (0.1947) loss_rec_all: 0.2078 (0.2206) loss_rec_sfr: 0.2677 (0.2886) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [22:49:49.500384] Epoch: [248] [2700/2904] eta: 0:02:33 lr: 0.001980 loss: 0.1858 (0.1947) loss_rec_all: 0.2120 (0.2205) loss_rec_sfr: 0.2612 (0.2884) loss_cl: -0.2795 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [22:50:04.413447] Epoch: [248] [2720/2904] eta: 0:02:18 lr: 0.001980 loss: 0.1901 (0.1947) loss_rec_all: 0.2161 (0.2205) loss_rec_sfr: 0.2602 (0.2883) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [22:50:19.333796] Epoch: [248] [2740/2904] eta: 0:02:03 lr: 0.001980 loss: 0.1839 (0.1947) loss_rec_all: 0.2096 (0.2206) loss_rec_sfr: 0.2758 (0.2885) loss_cl: -0.2779 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [22:50:34.243712] Epoch: [248] [2760/2904] eta: 0:01:48 lr: 0.001980 loss: 0.1886 (0.1947) loss_rec_all: 0.2148 (0.2206) loss_rec_sfr: 0.2618 (0.2884) loss_cl: -0.2787 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [22:50:49.149045] Epoch: [248] [2780/2904] eta: 0:01:33 lr: 0.001979 loss: 0.1807 (0.1947) loss_rec_all: 0.2070 (0.2205) loss_rec_sfr: 0.2581 (0.2882) loss_cl: -0.2790 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [22:51:04.064202] Epoch: [248] [2800/2904] eta: 0:01:18 lr: 0.001979 loss: 0.1810 (0.1946) loss_rec_all: 0.2070 (0.2205) loss_rec_sfr: 0.2644 (0.2881) loss_cl: -0.2794 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [22:51:18.984734] Epoch: [248] [2820/2904] eta: 0:01:03 lr: 0.001979 loss: 0.1817 (0.1946) loss_rec_all: 0.2083 (0.2205) loss_rec_sfr: 0.2676 (0.2880) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [22:51:33.955735] Epoch: [248] [2840/2904] eta: 0:00:48 lr: 0.001979 loss: 0.1843 (0.1946) loss_rec_all: 0.2102 (0.2205) loss_rec_sfr: 0.2679 (0.2881) loss_cl: -0.2783 (-0.2788) time: 0.7485 data: 0.0036 max mem: 29860 [22:51:48.859878] Epoch: [248] [2860/2904] eta: 0:00:33 lr: 0.001979 loss: 0.1810 (0.1945) loss_rec_all: 0.2071 (0.2204) loss_rec_sfr: 0.2568 (0.2878) loss_cl: -0.2783 (-0.2788) time: 0.7452 data: 0.0001 max mem: 29860 [22:52:03.764822] Epoch: [248] [2880/2904] eta: 0:00:18 lr: 0.001979 loss: 0.1848 (0.1945) loss_rec_all: 0.2107 (0.2204) loss_rec_sfr: 0.2668 (0.2878) loss_cl: -0.2799 (-0.2788) time: 0.7452 data: 0.0001 max mem: 29860 [22:52:18.672537] Epoch: [248] [2900/2904] eta: 0:00:03 lr: 0.001979 loss: 0.1857 (0.1945) loss_rec_all: 0.2116 (0.2204) loss_rec_sfr: 0.2732 (0.2878) loss_cl: -0.2792 (-0.2788) time: 0.7453 data: 0.0001 max mem: 29860 [22:52:20.913938] Epoch: [248] [2903/2904] eta: 0:00:00 lr: 0.001979 loss: 0.1852 (0.1945) loss_rec_all: 0.2111 (0.2204) loss_rec_sfr: 0.2708 (0.2878) loss_cl: -0.2791 (-0.2788) time: 0.7452 data: 0.0001 max mem: 29860 [22:52:23.028136] Epoch: [248] Total time: 0:36:26 (0.7531 s / it) [22:52:23.029219] Averaged stats: lr: 0.001979 loss: 0.1852 (0.1962) loss_rec_all: 0.2111 (0.2198) loss_rec_sfr: 0.2708 (0.2857) loss_cl: -0.2791 (-0.2556) [22:52:23.034463] log_dir: ./checkpoint/VF2_ViT-B [22:52:39.470494] Epoch: [249] [ 0/2904] eta: 13:15:28 lr: 0.001979 loss: 0.1833 (0.1833) loss_rec_all: 0.2096 (0.2096) loss_rec_sfr: 0.2327 (0.2327) loss_cl: -0.2791 (-0.2791) time: 16.4354 data: 15.7040 max mem: 29860 [22:52:55.402266] Epoch: [249] [ 20/2904] eta: 1:14:04 lr: 0.001979 loss: 0.1841 (0.1975) loss_rec_all: 0.2104 (0.2233) loss_rec_sfr: 0.2645 (0.3001) loss_cl: -0.2791 (-0.2788) time: 0.7965 data: 0.0003 max mem: 29860 [22:53:10.281688] Epoch: [249] [ 40/2904] eta: 0:55:00 lr: 0.001979 loss: 0.1864 (0.1956) loss_rec_all: 0.2122 (0.2215) loss_rec_sfr: 0.2697 (0.2942) loss_cl: -0.2791 (-0.2789) time: 0.7439 data: 0.0006 max mem: 29860 [22:53:25.168508] Epoch: [249] [ 60/2904] eta: 0:48:16 lr: 0.001979 loss: 0.1805 (0.1940) loss_rec_all: 0.2070 (0.2199) loss_rec_sfr: 0.2259 (0.2863) loss_cl: -0.2789 (-0.2790) time: 0.7443 data: 0.0002 max mem: 29860 [22:53:40.061309] Epoch: [249] [ 80/2904] eta: 0:44:45 lr: 0.001979 loss: 0.1822 (0.1943) loss_rec_all: 0.2085 (0.2202) loss_rec_sfr: 0.2682 (0.2884) loss_cl: -0.2789 (-0.2790) time: 0.7446 data: 0.0002 max mem: 29860 [22:53:54.969000] Epoch: [249] [ 100/2904] eta: 0:42:32 lr: 0.001979 loss: 0.1871 (0.1948) loss_rec_all: 0.2129 (0.2207) loss_rec_sfr: 0.2635 (0.2892) loss_cl: -0.2781 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [22:54:09.896806] Epoch: [249] [ 120/2904] eta: 0:40:58 lr: 0.001979 loss: 0.1805 (0.1941) loss_rec_all: 0.2064 (0.2199) loss_rec_sfr: 0.2606 (0.2862) loss_cl: -0.2787 (-0.2787) time: 0.7463 data: 0.0003 max mem: 29860 [22:54:24.837196] Epoch: [249] [ 140/2904] eta: 0:39:47 lr: 0.001979 loss: 0.1851 (0.1948) loss_rec_all: 0.2109 (0.2207) loss_rec_sfr: 0.2687 (0.2905) loss_cl: -0.2786 (-0.2787) time: 0.7470 data: 0.0002 max mem: 29860 [22:54:39.794786] Epoch: [249] [ 160/2904] eta: 0:38:50 lr: 0.001979 loss: 0.1897 (0.1956) loss_rec_all: 0.2159 (0.2214) loss_rec_sfr: 0.2676 (0.2928) loss_cl: -0.2797 (-0.2788) time: 0.7478 data: 0.0002 max mem: 29860 [22:54:54.730089] Epoch: [249] [ 180/2904] eta: 0:38:02 lr: 0.001979 loss: 0.1801 (0.1953) loss_rec_all: 0.2064 (0.2211) loss_rec_sfr: 0.2604 (0.2924) loss_cl: -0.2790 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [22:55:09.665408] Epoch: [249] [ 200/2904] eta: 0:37:21 lr: 0.001979 loss: 0.1827 (0.1951) loss_rec_all: 0.2087 (0.2209) loss_rec_sfr: 0.2640 (0.2914) loss_cl: -0.2790 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [22:55:24.587056] Epoch: [249] [ 220/2904] eta: 0:36:44 lr: 0.001979 loss: 0.1858 (0.1953) loss_rec_all: 0.2117 (0.2211) loss_rec_sfr: 0.2644 (0.2915) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [22:55:39.510034] Epoch: [249] [ 240/2904] eta: 0:36:11 lr: 0.001979 loss: 0.1826 (0.1955) loss_rec_all: 0.2086 (0.2214) loss_rec_sfr: 0.2689 (0.2923) loss_cl: -0.2795 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [22:55:54.429579] Epoch: [249] [ 260/2904] eta: 0:35:41 lr: 0.001979 loss: 0.1815 (0.1948) loss_rec_all: 0.2075 (0.2207) loss_rec_sfr: 0.2453 (0.2891) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [22:56:09.356831] Epoch: [249] [ 280/2904] eta: 0:35:13 lr: 0.001979 loss: 0.1867 (0.1953) loss_rec_all: 0.2128 (0.2212) loss_rec_sfr: 0.2728 (0.2909) loss_cl: -0.2783 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [22:56:24.273126] Epoch: [249] [ 300/2904] eta: 0:34:46 lr: 0.001979 loss: 0.1845 (0.1955) loss_rec_all: 0.2105 (0.2214) loss_rec_sfr: 0.2692 (0.2918) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [22:56:39.211549] Epoch: [249] [ 320/2904] eta: 0:34:22 lr: 0.001979 loss: 0.1804 (0.1949) loss_rec_all: 0.2062 (0.2208) loss_rec_sfr: 0.2613 (0.2903) loss_cl: -0.2789 (-0.2788) time: 0.7469 data: 0.0002 max mem: 29860 [22:56:54.122618] Epoch: [249] [ 340/2904] eta: 0:33:58 lr: 0.001979 loss: 0.1816 (0.1950) loss_rec_all: 0.2078 (0.2208) loss_rec_sfr: 0.2722 (0.2907) loss_cl: -0.2791 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [22:57:09.042244] Epoch: [249] [ 360/2904] eta: 0:33:35 lr: 0.001979 loss: 0.1817 (0.1944) loss_rec_all: 0.2080 (0.2203) loss_rec_sfr: 0.2618 (0.2889) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [22:57:23.963196] Epoch: [249] [ 380/2904] eta: 0:33:13 lr: 0.001979 loss: 0.1851 (0.1949) loss_rec_all: 0.2111 (0.2207) loss_rec_sfr: 0.2646 (0.2902) loss_cl: -0.2784 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [22:57:38.888726] Epoch: [249] [ 400/2904] eta: 0:32:52 lr: 0.001979 loss: 0.1814 (0.1945) loss_rec_all: 0.2072 (0.2204) loss_rec_sfr: 0.2658 (0.2896) loss_cl: -0.2790 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [22:57:53.811302] Epoch: [249] [ 420/2904] eta: 0:32:31 lr: 0.001979 loss: 0.1812 (0.1941) loss_rec_all: 0.2075 (0.2200) loss_rec_sfr: 0.2572 (0.2879) loss_cl: -0.2792 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [22:58:08.732870] Epoch: [249] [ 440/2904] eta: 0:32:11 lr: 0.001979 loss: 0.1857 (0.1941) loss_rec_all: 0.2114 (0.2199) loss_rec_sfr: 0.2744 (0.2880) loss_cl: -0.2779 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [22:58:23.652867] Epoch: [249] [ 460/2904] eta: 0:31:51 lr: 0.001979 loss: 0.1833 (0.1944) loss_rec_all: 0.2096 (0.2202) loss_rec_sfr: 0.2719 (0.2891) loss_cl: -0.2784 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [22:58:38.575427] Epoch: [249] [ 480/2904] eta: 0:31:32 lr: 0.001979 loss: 0.1830 (0.1943) loss_rec_all: 0.2095 (0.2201) loss_rec_sfr: 0.2658 (0.2888) loss_cl: -0.2799 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [22:58:53.497940] Epoch: [249] [ 500/2904] eta: 0:31:13 lr: 0.001979 loss: 0.1797 (0.1939) loss_rec_all: 0.2056 (0.2197) loss_rec_sfr: 0.2638 (0.2878) loss_cl: -0.2796 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [22:59:08.416112] Epoch: [249] [ 520/2904] eta: 0:30:54 lr: 0.001979 loss: 0.1813 (0.1936) loss_rec_all: 0.2075 (0.2194) loss_rec_sfr: 0.2334 (0.2864) loss_cl: -0.2784 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [22:59:23.333222] Epoch: [249] [ 540/2904] eta: 0:30:36 lr: 0.001979 loss: 0.1816 (0.1936) loss_rec_all: 0.2075 (0.2194) loss_rec_sfr: 0.2626 (0.2861) loss_cl: -0.2779 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [22:59:38.246422] Epoch: [249] [ 560/2904] eta: 0:30:18 lr: 0.001979 loss: 0.1841 (0.1933) loss_rec_all: 0.2100 (0.2191) loss_rec_sfr: 0.2682 (0.2853) loss_cl: -0.2788 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [22:59:53.158326] Epoch: [249] [ 580/2904] eta: 0:30:00 lr: 0.001979 loss: 0.1813 (0.1931) loss_rec_all: 0.2077 (0.2190) loss_rec_sfr: 0.2351 (0.2850) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [23:00:08.073009] Epoch: [249] [ 600/2904] eta: 0:29:42 lr: 0.001979 loss: 0.1799 (0.1928) loss_rec_all: 0.2059 (0.2187) loss_rec_sfr: 0.2359 (0.2835) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [23:00:22.996437] Epoch: [249] [ 620/2904] eta: 0:29:25 lr: 0.001979 loss: 0.1842 (0.1930) loss_rec_all: 0.2103 (0.2189) loss_rec_sfr: 0.2769 (0.2847) loss_cl: -0.2787 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [23:00:37.923493] Epoch: [249] [ 640/2904] eta: 0:29:07 lr: 0.001979 loss: 0.1817 (0.1930) loss_rec_all: 0.2082 (0.2189) loss_rec_sfr: 0.2703 (0.2845) loss_cl: -0.2787 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [23:00:52.845204] Epoch: [249] [ 660/2904] eta: 0:28:50 lr: 0.001978 loss: 0.1810 (0.1929) loss_rec_all: 0.2072 (0.2187) loss_rec_sfr: 0.2308 (0.2837) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [23:01:07.762060] Epoch: [249] [ 680/2904] eta: 0:28:33 lr: 0.001978 loss: 0.1816 (0.1927) loss_rec_all: 0.2079 (0.2186) loss_rec_sfr: 0.2644 (0.2833) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [23:01:22.679019] Epoch: [249] [ 700/2904] eta: 0:28:16 lr: 0.001978 loss: 0.1847 (0.1928) loss_rec_all: 0.2105 (0.2187) loss_rec_sfr: 0.2620 (0.2839) loss_cl: -0.2783 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [23:01:37.595723] Epoch: [249] [ 720/2904] eta: 0:27:59 lr: 0.001978 loss: 0.1842 (0.1927) loss_rec_all: 0.2104 (0.2186) loss_rec_sfr: 0.2591 (0.2831) loss_cl: -0.2795 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [23:01:52.510671] Epoch: [249] [ 740/2904] eta: 0:27:42 lr: 0.001978 loss: 0.1816 (0.1926) loss_rec_all: 0.2076 (0.2185) loss_rec_sfr: 0.2715 (0.2829) loss_cl: -0.2793 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [23:02:07.424677] Epoch: [249] [ 760/2904] eta: 0:27:26 lr: 0.001978 loss: 0.1842 (0.1925) loss_rec_all: 0.2105 (0.2184) loss_rec_sfr: 0.2476 (0.2822) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [23:02:22.343123] Epoch: [249] [ 780/2904] eta: 0:27:09 lr: 0.001978 loss: 0.1843 (0.1925) loss_rec_all: 0.2101 (0.2184) loss_rec_sfr: 0.2599 (0.2822) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [23:02:37.260103] Epoch: [249] [ 800/2904] eta: 0:26:53 lr: 0.001978 loss: 0.1820 (0.1926) loss_rec_all: 0.2077 (0.2185) loss_rec_sfr: 0.2674 (0.2825) loss_cl: -0.2794 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [23:02:52.178456] Epoch: [249] [ 820/2904] eta: 0:26:36 lr: 0.001978 loss: 0.1824 (0.1928) loss_rec_all: 0.2087 (0.2187) loss_rec_sfr: 0.2601 (0.2827) loss_cl: -0.2794 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [23:03:07.098893] Epoch: [249] [ 840/2904] eta: 0:26:20 lr: 0.001978 loss: 0.1872 (0.1928) loss_rec_all: 0.2133 (0.2187) loss_rec_sfr: 0.2642 (0.2828) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [23:03:22.019572] Epoch: [249] [ 860/2904] eta: 0:26:04 lr: 0.001978 loss: 0.1843 (0.1929) loss_rec_all: 0.2105 (0.2188) loss_rec_sfr: 0.2718 (0.2832) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [23:03:36.936091] Epoch: [249] [ 880/2904] eta: 0:25:48 lr: 0.001978 loss: 0.1828 (0.1930) loss_rec_all: 0.2087 (0.2189) loss_rec_sfr: 0.2693 (0.2835) loss_cl: -0.2783 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [23:03:51.845665] Epoch: [249] [ 900/2904] eta: 0:25:31 lr: 0.001978 loss: 0.1831 (0.1929) loss_rec_all: 0.2092 (0.2188) loss_rec_sfr: 0.2698 (0.2833) loss_cl: -0.2790 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [23:04:06.759485] Epoch: [249] [ 920/2904] eta: 0:25:15 lr: 0.001978 loss: 0.1830 (0.1928) loss_rec_all: 0.2090 (0.2187) loss_rec_sfr: 0.2599 (0.2829) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [23:04:21.679451] Epoch: [249] [ 940/2904] eta: 0:24:59 lr: 0.001978 loss: 0.1860 (0.1929) loss_rec_all: 0.2121 (0.2188) loss_rec_sfr: 0.2664 (0.2832) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [23:04:36.595114] Epoch: [249] [ 960/2904] eta: 0:24:43 lr: 0.001978 loss: 0.1845 (0.1928) loss_rec_all: 0.2107 (0.2187) loss_rec_sfr: 0.2572 (0.2825) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [23:04:51.512249] Epoch: [249] [ 980/2904] eta: 0:24:27 lr: 0.001978 loss: 0.1941 (0.1930) loss_rec_all: 0.2201 (0.2189) loss_rec_sfr: 0.2655 (0.2831) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [23:05:06.426941] Epoch: [249] [1000/2904] eta: 0:24:11 lr: 0.001978 loss: 0.1870 (0.1931) loss_rec_all: 0.2129 (0.2190) loss_rec_sfr: 0.2646 (0.2833) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [23:05:21.323536] Epoch: [249] [1020/2904] eta: 0:23:56 lr: 0.001978 loss: 0.1865 (0.1930) loss_rec_all: 0.2126 (0.2189) loss_rec_sfr: 0.2678 (0.2832) loss_cl: -0.2786 (-0.2788) time: 0.7448 data: 0.0002 max mem: 29860 [23:05:36.242706] Epoch: [249] [1040/2904] eta: 0:23:40 lr: 0.001978 loss: 0.1813 (0.1929) loss_rec_all: 0.2074 (0.2188) loss_rec_sfr: 0.2683 (0.2829) loss_cl: -0.2783 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [23:05:51.160769] Epoch: [249] [1060/2904] eta: 0:23:24 lr: 0.001978 loss: 0.1845 (0.1931) loss_rec_all: 0.2108 (0.2190) loss_rec_sfr: 0.2719 (0.2837) loss_cl: -0.2795 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [23:06:06.077660] Epoch: [249] [1080/2904] eta: 0:23:08 lr: 0.001978 loss: 0.1830 (0.1930) loss_rec_all: 0.2092 (0.2189) loss_rec_sfr: 0.2552 (0.2832) loss_cl: -0.2795 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [23:06:20.993501] Epoch: [249] [1100/2904] eta: 0:22:52 lr: 0.001978 loss: 0.1825 (0.1931) loss_rec_all: 0.2088 (0.2190) loss_rec_sfr: 0.2691 (0.2835) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [23:06:35.911710] Epoch: [249] [1120/2904] eta: 0:22:37 lr: 0.001978 loss: 0.1830 (0.1931) loss_rec_all: 0.2091 (0.2190) loss_rec_sfr: 0.2640 (0.2837) loss_cl: -0.2778 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [23:06:50.834087] Epoch: [249] [1140/2904] eta: 0:22:21 lr: 0.001978 loss: 0.1882 (0.1933) loss_rec_all: 0.2145 (0.2192) loss_rec_sfr: 0.2617 (0.2843) loss_cl: -0.2780 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [23:07:05.756531] Epoch: [249] [1160/2904] eta: 0:22:05 lr: 0.001978 loss: 0.1864 (0.1934) loss_rec_all: 0.2128 (0.2193) loss_rec_sfr: 0.2649 (0.2846) loss_cl: -0.2793 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [23:07:20.673753] Epoch: [249] [1180/2904] eta: 0:21:50 lr: 0.001978 loss: 0.1836 (0.1934) loss_rec_all: 0.2099 (0.2193) loss_rec_sfr: 0.2462 (0.2844) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [23:07:35.587721] Epoch: [249] [1200/2904] eta: 0:21:34 lr: 0.001978 loss: 0.1796 (0.1934) loss_rec_all: 0.2061 (0.2193) loss_rec_sfr: 0.2712 (0.2844) loss_cl: -0.2806 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [23:07:50.505329] Epoch: [249] [1220/2904] eta: 0:21:19 lr: 0.001978 loss: 0.1812 (0.1934) loss_rec_all: 0.2072 (0.2193) loss_rec_sfr: 0.2340 (0.2841) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [23:08:05.431246] Epoch: [249] [1240/2904] eta: 0:21:03 lr: 0.001978 loss: 0.1847 (0.1933) loss_rec_all: 0.2108 (0.2192) loss_rec_sfr: 0.2589 (0.2838) loss_cl: -0.2791 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [23:08:20.348449] Epoch: [249] [1260/2904] eta: 0:20:48 lr: 0.001978 loss: 0.1877 (0.1934) loss_rec_all: 0.2135 (0.2193) loss_rec_sfr: 0.2780 (0.2843) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [23:08:35.268796] Epoch: [249] [1280/2904] eta: 0:20:32 lr: 0.001978 loss: 0.1828 (0.1933) loss_rec_all: 0.2086 (0.2191) loss_rec_sfr: 0.2597 (0.2837) loss_cl: -0.2777 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [23:08:50.188002] Epoch: [249] [1300/2904] eta: 0:20:16 lr: 0.001978 loss: 0.1825 (0.1932) loss_rec_all: 0.2084 (0.2191) loss_rec_sfr: 0.2741 (0.2836) loss_cl: -0.2784 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [23:09:05.103215] Epoch: [249] [1320/2904] eta: 0:20:01 lr: 0.001978 loss: 0.1837 (0.1932) loss_rec_all: 0.2096 (0.2191) loss_rec_sfr: 0.2368 (0.2834) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [23:09:20.021147] Epoch: [249] [1340/2904] eta: 0:19:46 lr: 0.001978 loss: 0.1820 (0.1932) loss_rec_all: 0.2085 (0.2191) loss_rec_sfr: 0.2654 (0.2834) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [23:09:34.938515] Epoch: [249] [1360/2904] eta: 0:19:30 lr: 0.001978 loss: 0.1843 (0.1932) loss_rec_all: 0.2104 (0.2191) loss_rec_sfr: 0.2660 (0.2835) loss_cl: -0.2796 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [23:09:49.855229] Epoch: [249] [1380/2904] eta: 0:19:15 lr: 0.001978 loss: 0.1804 (0.1931) loss_rec_all: 0.2064 (0.2190) loss_rec_sfr: 0.2264 (0.2831) loss_cl: -0.2800 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [23:10:04.776009] Epoch: [249] [1400/2904] eta: 0:18:59 lr: 0.001978 loss: 0.1834 (0.1931) loss_rec_all: 0.2094 (0.2190) loss_rec_sfr: 0.2741 (0.2832) loss_cl: -0.2795 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [23:10:19.690622] Epoch: [249] [1420/2904] eta: 0:18:44 lr: 0.001977 loss: 0.1842 (0.1931) loss_rec_all: 0.2102 (0.2190) loss_rec_sfr: 0.2734 (0.2832) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [23:10:34.604579] Epoch: [249] [1440/2904] eta: 0:18:28 lr: 0.001977 loss: 0.1850 (0.1931) loss_rec_all: 0.2109 (0.2190) loss_rec_sfr: 0.2698 (0.2833) loss_cl: -0.2778 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [23:10:49.527582] Epoch: [249] [1460/2904] eta: 0:18:13 lr: 0.001977 loss: 0.1827 (0.1931) loss_rec_all: 0.2091 (0.2190) loss_rec_sfr: 0.2615 (0.2833) loss_cl: -0.2788 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [23:11:04.445396] Epoch: [249] [1480/2904] eta: 0:17:58 lr: 0.001977 loss: 0.1819 (0.1930) loss_rec_all: 0.2082 (0.2189) loss_rec_sfr: 0.2592 (0.2831) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [23:11:19.362915] Epoch: [249] [1500/2904] eta: 0:17:42 lr: 0.001977 loss: 0.1818 (0.1930) loss_rec_all: 0.2077 (0.2189) loss_rec_sfr: 0.2668 (0.2829) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [23:11:34.280871] Epoch: [249] [1520/2904] eta: 0:17:27 lr: 0.001977 loss: 0.1814 (0.1929) loss_rec_all: 0.2071 (0.2188) loss_rec_sfr: 0.2616 (0.2828) loss_cl: -0.2795 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [23:11:49.195339] Epoch: [249] [1540/2904] eta: 0:17:12 lr: 0.001977 loss: 0.1829 (0.1929) loss_rec_all: 0.2089 (0.2188) loss_rec_sfr: 0.2626 (0.2826) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [23:12:04.139422] Epoch: [249] [1560/2904] eta: 0:16:56 lr: 0.001977 loss: 0.1791 (0.1929) loss_rec_all: 0.2056 (0.2188) loss_rec_sfr: 0.2335 (0.2826) loss_cl: -0.2783 (-0.2788) time: 0.7472 data: 0.0002 max mem: 29860 [23:12:19.068434] Epoch: [249] [1580/2904] eta: 0:16:41 lr: 0.001977 loss: 0.1851 (0.1930) loss_rec_all: 0.2114 (0.2188) loss_rec_sfr: 0.2677 (0.2828) loss_cl: -0.2789 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [23:12:33.989078] Epoch: [249] [1600/2904] eta: 0:16:26 lr: 0.001977 loss: 0.1839 (0.1929) loss_rec_all: 0.2101 (0.2188) loss_rec_sfr: 0.2276 (0.2826) loss_cl: -0.2799 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [23:12:48.921004] Epoch: [249] [1620/2904] eta: 0:16:10 lr: 0.001977 loss: 0.1795 (0.1929) loss_rec_all: 0.2058 (0.2189) loss_rec_sfr: 0.2613 (0.2826) loss_cl: -0.2789 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [23:13:03.839359] Epoch: [249] [1640/2904] eta: 0:15:55 lr: 0.001977 loss: 0.1798 (0.1929) loss_rec_all: 0.2061 (0.2188) loss_rec_sfr: 0.2174 (0.2823) loss_cl: -0.2794 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [23:13:18.767765] Epoch: [249] [1660/2904] eta: 0:15:40 lr: 0.001977 loss: 0.1840 (0.1928) loss_rec_all: 0.2099 (0.2188) loss_rec_sfr: 0.2575 (0.2820) loss_cl: -0.2792 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [23:13:33.695889] Epoch: [249] [1680/2904] eta: 0:15:25 lr: 0.001977 loss: 0.1858 (0.1929) loss_rec_all: 0.2116 (0.2188) loss_rec_sfr: 0.2781 (0.2823) loss_cl: -0.2781 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [23:13:48.623338] Epoch: [249] [1700/2904] eta: 0:15:09 lr: 0.001977 loss: 0.1824 (0.1929) loss_rec_all: 0.2089 (0.2188) loss_rec_sfr: 0.2519 (0.2822) loss_cl: -0.2787 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [23:14:03.552003] Epoch: [249] [1720/2904] eta: 0:14:54 lr: 0.001977 loss: 0.1841 (0.1930) loss_rec_all: 0.2102 (0.2189) loss_rec_sfr: 0.2773 (0.2827) loss_cl: -0.2784 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [23:14:18.476186] Epoch: [249] [1740/2904] eta: 0:14:39 lr: 0.001977 loss: 0.1862 (0.1930) loss_rec_all: 0.2122 (0.2189) loss_rec_sfr: 0.2682 (0.2826) loss_cl: -0.2799 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [23:14:33.402110] Epoch: [249] [1760/2904] eta: 0:14:24 lr: 0.001977 loss: 0.1849 (0.1930) loss_rec_all: 0.2110 (0.2189) loss_rec_sfr: 0.2627 (0.2827) loss_cl: -0.2784 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [23:14:48.318751] Epoch: [249] [1780/2904] eta: 0:14:08 lr: 0.001977 loss: 0.1824 (0.1930) loss_rec_all: 0.2088 (0.2189) loss_rec_sfr: 0.2615 (0.2827) loss_cl: -0.2778 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [23:15:03.237139] Epoch: [249] [1800/2904] eta: 0:13:53 lr: 0.001977 loss: 0.1805 (0.1931) loss_rec_all: 0.2065 (0.2190) loss_rec_sfr: 0.2673 (0.2829) loss_cl: -0.2782 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [23:15:18.161863] Epoch: [249] [1820/2904] eta: 0:13:38 lr: 0.001977 loss: 0.1835 (0.1931) loss_rec_all: 0.2099 (0.2190) loss_rec_sfr: 0.2610 (0.2828) loss_cl: -0.2789 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [23:15:33.085125] Epoch: [249] [1840/2904] eta: 0:13:23 lr: 0.001977 loss: 0.1879 (0.1932) loss_rec_all: 0.2142 (0.2191) loss_rec_sfr: 0.2585 (0.2831) loss_cl: -0.2791 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [23:15:48.008577] Epoch: [249] [1860/2904] eta: 0:13:08 lr: 0.001977 loss: 0.1835 (0.1932) loss_rec_all: 0.2096 (0.2191) loss_rec_sfr: 0.2719 (0.2832) loss_cl: -0.2794 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [23:16:02.926826] Epoch: [249] [1880/2904] eta: 0:12:52 lr: 0.001977 loss: 0.1802 (0.1932) loss_rec_all: 0.2068 (0.2191) loss_rec_sfr: 0.2564 (0.2830) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [23:16:17.845496] Epoch: [249] [1900/2904] eta: 0:12:37 lr: 0.001977 loss: 0.1840 (0.1931) loss_rec_all: 0.2097 (0.2190) loss_rec_sfr: 0.2767 (0.2831) loss_cl: -0.2781 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [23:16:32.765592] Epoch: [249] [1920/2904] eta: 0:12:22 lr: 0.001977 loss: 0.1841 (0.1931) loss_rec_all: 0.2106 (0.2190) loss_rec_sfr: 0.2624 (0.2830) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [23:16:47.686870] Epoch: [249] [1940/2904] eta: 0:12:07 lr: 0.001977 loss: 0.1797 (0.1930) loss_rec_all: 0.2063 (0.2189) loss_rec_sfr: 0.2500 (0.2826) loss_cl: -0.2791 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [23:17:02.607565] Epoch: [249] [1960/2904] eta: 0:11:52 lr: 0.001977 loss: 0.1806 (0.1929) loss_rec_all: 0.2069 (0.2188) loss_rec_sfr: 0.2312 (0.2822) loss_cl: -0.2791 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [23:17:17.533661] Epoch: [249] [1980/2904] eta: 0:11:37 lr: 0.001977 loss: 0.1836 (0.1930) loss_rec_all: 0.2092 (0.2189) loss_rec_sfr: 0.2756 (0.2825) loss_cl: -0.2789 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [23:17:32.464863] Epoch: [249] [2000/2904] eta: 0:11:21 lr: 0.001977 loss: 0.1837 (0.1930) loss_rec_all: 0.2097 (0.2189) loss_rec_sfr: 0.2724 (0.2824) loss_cl: -0.2781 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [23:17:47.391463] Epoch: [249] [2020/2904] eta: 0:11:06 lr: 0.001977 loss: 0.1822 (0.1929) loss_rec_all: 0.2082 (0.2188) loss_rec_sfr: 0.2562 (0.2821) loss_cl: -0.2791 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [23:18:02.313141] Epoch: [249] [2040/2904] eta: 0:10:51 lr: 0.001977 loss: 0.1794 (0.1929) loss_rec_all: 0.2058 (0.2188) loss_rec_sfr: 0.2672 (0.2822) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [23:18:17.236521] Epoch: [249] [2060/2904] eta: 0:10:36 lr: 0.001977 loss: 0.1844 (0.1929) loss_rec_all: 0.2107 (0.2188) loss_rec_sfr: 0.2340 (0.2822) loss_cl: -0.2784 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [23:18:32.151580] Epoch: [249] [2080/2904] eta: 0:10:21 lr: 0.001977 loss: 0.1791 (0.1929) loss_rec_all: 0.2051 (0.2188) loss_rec_sfr: 0.2521 (0.2820) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [23:18:47.068496] Epoch: [249] [2100/2904] eta: 0:10:06 lr: 0.001977 loss: 0.1867 (0.1929) loss_rec_all: 0.2125 (0.2189) loss_rec_sfr: 0.2754 (0.2823) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [23:19:01.985853] Epoch: [249] [2120/2904] eta: 0:09:50 lr: 0.001977 loss: 0.1837 (0.1929) loss_rec_all: 0.2100 (0.2188) loss_rec_sfr: 0.2543 (0.2822) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [23:19:16.907728] Epoch: [249] [2140/2904] eta: 0:09:35 lr: 0.001977 loss: 0.1831 (0.1929) loss_rec_all: 0.2092 (0.2188) loss_rec_sfr: 0.2628 (0.2820) loss_cl: -0.2799 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [23:19:31.825352] Epoch: [249] [2160/2904] eta: 0:09:20 lr: 0.001977 loss: 0.1901 (0.1929) loss_rec_all: 0.2162 (0.2188) loss_rec_sfr: 0.2646 (0.2821) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [23:19:46.748227] Epoch: [249] [2180/2904] eta: 0:09:05 lr: 0.001977 loss: 0.1793 (0.1929) loss_rec_all: 0.2052 (0.2188) loss_rec_sfr: 0.2652 (0.2821) loss_cl: -0.2787 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [23:20:01.667083] Epoch: [249] [2200/2904] eta: 0:08:50 lr: 0.001976 loss: 0.1822 (0.1930) loss_rec_all: 0.2084 (0.2189) loss_rec_sfr: 0.2691 (0.2823) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [23:20:16.583742] Epoch: [249] [2220/2904] eta: 0:08:35 lr: 0.001976 loss: 0.1820 (0.1930) loss_rec_all: 0.2078 (0.2189) loss_rec_sfr: 0.2617 (0.2823) loss_cl: -0.2782 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [23:20:31.499813] Epoch: [249] [2240/2904] eta: 0:08:20 lr: 0.001976 loss: 0.1783 (0.1930) loss_rec_all: 0.2045 (0.2189) loss_rec_sfr: 0.2332 (0.2823) loss_cl: -0.2781 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [23:20:46.413171] Epoch: [249] [2260/2904] eta: 0:08:05 lr: 0.001976 loss: 0.1887 (0.1930) loss_rec_all: 0.2146 (0.2189) loss_rec_sfr: 0.2602 (0.2824) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [23:21:01.328467] Epoch: [249] [2280/2904] eta: 0:07:50 lr: 0.001976 loss: 0.1828 (0.1930) loss_rec_all: 0.2093 (0.2189) loss_rec_sfr: 0.2579 (0.2823) loss_cl: -0.2799 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [23:21:16.248939] Epoch: [249] [2300/2904] eta: 0:07:34 lr: 0.001976 loss: 0.1831 (0.1931) loss_rec_all: 0.2093 (0.2190) loss_rec_sfr: 0.2638 (0.2824) loss_cl: -0.2801 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [23:21:31.167276] Epoch: [249] [2320/2904] eta: 0:07:19 lr: 0.001976 loss: 0.1804 (0.1930) loss_rec_all: 0.2069 (0.2189) loss_rec_sfr: 0.2618 (0.2823) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [23:21:46.084603] Epoch: [249] [2340/2904] eta: 0:07:04 lr: 0.001976 loss: 0.1872 (0.1930) loss_rec_all: 0.2131 (0.2189) loss_rec_sfr: 0.2712 (0.2824) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [23:22:00.997365] Epoch: [249] [2360/2904] eta: 0:06:49 lr: 0.001976 loss: 0.1883 (0.1931) loss_rec_all: 0.2145 (0.2190) loss_rec_sfr: 0.2651 (0.2826) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [23:22:15.915466] Epoch: [249] [2380/2904] eta: 0:06:34 lr: 0.001976 loss: 0.1857 (0.1931) loss_rec_all: 0.2120 (0.2190) loss_rec_sfr: 0.2317 (0.2825) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [23:22:30.827174] Epoch: [249] [2400/2904] eta: 0:06:19 lr: 0.001976 loss: 0.1829 (0.1931) loss_rec_all: 0.2089 (0.2190) loss_rec_sfr: 0.2629 (0.2825) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [23:22:45.740126] Epoch: [249] [2420/2904] eta: 0:06:04 lr: 0.001976 loss: 0.1810 (0.1930) loss_rec_all: 0.2076 (0.2189) loss_rec_sfr: 0.2548 (0.2823) loss_cl: -0.2798 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [23:23:00.663847] Epoch: [249] [2440/2904] eta: 0:05:49 lr: 0.001976 loss: 0.1822 (0.1930) loss_rec_all: 0.2086 (0.2189) loss_rec_sfr: 0.2727 (0.2821) loss_cl: -0.2786 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [23:23:15.589394] Epoch: [249] [2460/2904] eta: 0:05:34 lr: 0.001976 loss: 0.1866 (0.1929) loss_rec_all: 0.2126 (0.2188) loss_rec_sfr: 0.2631 (0.2821) loss_cl: -0.2782 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [23:23:30.505983] Epoch: [249] [2480/2904] eta: 0:05:19 lr: 0.001976 loss: 0.1875 (0.1930) loss_rec_all: 0.2131 (0.2189) loss_rec_sfr: 0.2774 (0.2822) loss_cl: -0.2780 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [23:23:45.420493] Epoch: [249] [2500/2904] eta: 0:05:04 lr: 0.001976 loss: 0.1821 (0.1929) loss_rec_all: 0.2083 (0.2189) loss_rec_sfr: 0.2600 (0.2821) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [23:24:00.337201] Epoch: [249] [2520/2904] eta: 0:04:48 lr: 0.001976 loss: 0.1817 (0.1929) loss_rec_all: 0.2081 (0.2188) loss_rec_sfr: 0.2610 (0.2821) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [23:24:15.254497] Epoch: [249] [2540/2904] eta: 0:04:33 lr: 0.001976 loss: 0.1821 (0.1930) loss_rec_all: 0.2083 (0.2189) loss_rec_sfr: 0.2685 (0.2822) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [23:24:30.178089] Epoch: [249] [2560/2904] eta: 0:04:18 lr: 0.001976 loss: 0.1821 (0.1930) loss_rec_all: 0.2080 (0.2189) loss_rec_sfr: 0.2641 (0.2822) loss_cl: -0.2792 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [23:24:45.109166] Epoch: [249] [2580/2904] eta: 0:04:03 lr: 0.001976 loss: 0.1853 (0.1930) loss_rec_all: 0.2117 (0.2189) loss_rec_sfr: 0.2712 (0.2824) loss_cl: -0.2793 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [23:25:00.020866] Epoch: [249] [2600/2904] eta: 0:03:48 lr: 0.001976 loss: 0.1806 (0.1929) loss_rec_all: 0.2068 (0.2189) loss_rec_sfr: 0.2599 (0.2823) loss_cl: -0.2785 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [23:25:14.936439] Epoch: [249] [2620/2904] eta: 0:03:33 lr: 0.001976 loss: 0.1830 (0.1929) loss_rec_all: 0.2093 (0.2188) loss_rec_sfr: 0.2636 (0.2823) loss_cl: -0.2784 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [23:25:29.854035] Epoch: [249] [2640/2904] eta: 0:03:18 lr: 0.001976 loss: 0.1821 (0.1929) loss_rec_all: 0.2080 (0.2188) loss_rec_sfr: 0.2724 (0.2822) loss_cl: -0.2783 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [23:25:44.767031] Epoch: [249] [2660/2904] eta: 0:03:03 lr: 0.001976 loss: 0.1785 (0.1928) loss_rec_all: 0.2049 (0.2187) loss_rec_sfr: 0.2191 (0.2819) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [23:25:59.682400] Epoch: [249] [2680/2904] eta: 0:02:48 lr: 0.001976 loss: 0.1874 (0.1928) loss_rec_all: 0.2134 (0.2187) loss_rec_sfr: 0.2640 (0.2819) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [23:26:14.596514] Epoch: [249] [2700/2904] eta: 0:02:33 lr: 0.001976 loss: 0.1816 (0.1928) loss_rec_all: 0.2076 (0.2187) loss_rec_sfr: 0.2575 (0.2819) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [23:26:29.519123] Epoch: [249] [2720/2904] eta: 0:02:18 lr: 0.001976 loss: 0.1818 (0.1928) loss_rec_all: 0.2081 (0.2187) loss_rec_sfr: 0.2616 (0.2818) loss_cl: -0.2796 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [23:26:44.451307] Epoch: [249] [2740/2904] eta: 0:02:03 lr: 0.001976 loss: 0.1843 (0.1928) loss_rec_all: 0.2105 (0.2187) loss_rec_sfr: 0.2749 (0.2820) loss_cl: -0.2787 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [23:26:59.368729] Epoch: [249] [2760/2904] eta: 0:01:48 lr: 0.001976 loss: 0.1851 (0.1928) loss_rec_all: 0.2109 (0.2187) loss_rec_sfr: 0.2575 (0.2820) loss_cl: -0.2780 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [23:27:14.284160] Epoch: [249] [2780/2904] eta: 0:01:33 lr: 0.001976 loss: 0.1838 (0.1928) loss_rec_all: 0.2103 (0.2187) loss_rec_sfr: 0.2590 (0.2819) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [23:27:29.197726] Epoch: [249] [2800/2904] eta: 0:01:18 lr: 0.001976 loss: 0.1865 (0.1928) loss_rec_all: 0.2127 (0.2187) loss_rec_sfr: 0.2674 (0.2819) loss_cl: -0.2797 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [23:27:44.109507] Epoch: [249] [2820/2904] eta: 0:01:03 lr: 0.001976 loss: 0.1875 (0.1929) loss_rec_all: 0.2138 (0.2188) loss_rec_sfr: 0.2741 (0.2821) loss_cl: -0.2795 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [23:27:59.051202] Epoch: [249] [2840/2904] eta: 0:00:48 lr: 0.001976 loss: 0.1816 (0.1929) loss_rec_all: 0.2076 (0.2188) loss_rec_sfr: 0.2697 (0.2820) loss_cl: -0.2790 (-0.2788) time: 0.7470 data: 0.0023 max mem: 29860 [23:28:13.951133] Epoch: [249] [2860/2904] eta: 0:00:33 lr: 0.001976 loss: 0.1869 (0.1929) loss_rec_all: 0.2131 (0.2188) loss_rec_sfr: 0.2665 (0.2820) loss_cl: -0.2780 (-0.2788) time: 0.7450 data: 0.0001 max mem: 29860 [23:28:28.849515] Epoch: [249] [2880/2904] eta: 0:00:18 lr: 0.001976 loss: 0.1856 (0.1929) loss_rec_all: 0.2114 (0.2188) loss_rec_sfr: 0.2608 (0.2820) loss_cl: -0.2782 (-0.2788) time: 0.7449 data: 0.0001 max mem: 29860 [23:28:43.755496] Epoch: [249] [2900/2904] eta: 0:00:03 lr: 0.001976 loss: 0.1839 (0.1929) loss_rec_all: 0.2100 (0.2188) loss_rec_sfr: 0.2635 (0.2820) loss_cl: -0.2797 (-0.2788) time: 0.7453 data: 0.0001 max mem: 29860 [23:28:45.998133] Epoch: [249] [2903/2904] eta: 0:00:00 lr: 0.001976 loss: 0.1846 (0.1929) loss_rec_all: 0.2108 (0.2188) loss_rec_sfr: 0.2641 (0.2821) loss_cl: -0.2797 (-0.2788) time: 0.7452 data: 0.0001 max mem: 29860 [23:28:48.273725] Epoch: [249] Total time: 0:36:25 (0.7525 s / it) [23:28:48.281525] Averaged stats: lr: 0.001976 loss: 0.1846 (0.1955) loss_rec_all: 0.2108 (0.2191) loss_rec_sfr: 0.2641 (0.2829) loss_cl: -0.2797 (-0.2556) [23:28:48.286768] log_dir: ./checkpoint/VF2_ViT-B [23:29:05.556445] Epoch: [250] [ 0/2904] eta: 13:55:47 lr: 0.001976 loss: 0.1837 (0.1837) loss_rec_all: 0.2094 (0.2094) loss_rec_sfr: 0.2949 (0.2949) loss_cl: -0.2781 (-0.2781) time: 17.2684 data: 16.5372 max mem: 29860 [23:29:20.988424] Epoch: [250] [ 20/2904] eta: 1:14:50 lr: 0.001976 loss: 0.1812 (0.1919) loss_rec_all: 0.2073 (0.2179) loss_rec_sfr: 0.2665 (0.2795) loss_cl: -0.2793 (-0.2794) time: 0.7716 data: 0.0002 max mem: 29860 [23:29:35.876178] Epoch: [250] [ 40/2904] eta: 0:55:24 lr: 0.001976 loss: 0.1848 (0.1933) loss_rec_all: 0.2109 (0.2192) loss_rec_sfr: 0.2687 (0.2828) loss_cl: -0.2792 (-0.2792) time: 0.7443 data: 0.0002 max mem: 29860 [23:29:50.762303] Epoch: [250] [ 60/2904] eta: 0:48:32 lr: 0.001975 loss: 0.1831 (0.1910) loss_rec_all: 0.2088 (0.2170) loss_rec_sfr: 0.2607 (0.2755) loss_cl: -0.2788 (-0.2790) time: 0.7443 data: 0.0002 max mem: 29860 [23:30:05.671071] Epoch: [250] [ 80/2904] eta: 0:44:57 lr: 0.001975 loss: 0.1857 (0.1914) loss_rec_all: 0.2118 (0.2173) loss_rec_sfr: 0.2615 (0.2755) loss_cl: -0.2789 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [23:30:20.589989] Epoch: [250] [ 100/2904] eta: 0:42:42 lr: 0.001975 loss: 0.1847 (0.1952) loss_rec_all: 0.2110 (0.2210) loss_rec_sfr: 0.2706 (0.2890) loss_cl: -0.2784 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [23:30:35.507151] Epoch: [250] [ 120/2904] eta: 0:41:06 lr: 0.001975 loss: 0.1844 (0.1962) loss_rec_all: 0.2104 (0.2220) loss_rec_sfr: 0.2698 (0.2926) loss_cl: -0.2792 (-0.2789) time: 0.7458 data: 0.0003 max mem: 29860 [23:30:50.428217] Epoch: [250] [ 140/2904] eta: 0:39:54 lr: 0.001975 loss: 0.1820 (0.1953) loss_rec_all: 0.2086 (0.2212) loss_rec_sfr: 0.2554 (0.2884) loss_cl: -0.2792 (-0.2789) time: 0.7460 data: 0.0003 max mem: 29860 [23:31:05.346642] Epoch: [250] [ 160/2904] eta: 0:38:55 lr: 0.001975 loss: 0.1814 (0.1964) loss_rec_all: 0.2077 (0.2222) loss_rec_sfr: 0.2708 (0.2935) loss_cl: -0.2790 (-0.2789) time: 0.7459 data: 0.0003 max mem: 29860 [23:31:20.266348] Epoch: [250] [ 180/2904] eta: 0:38:07 lr: 0.001975 loss: 0.1846 (0.1964) loss_rec_all: 0.2105 (0.2222) loss_rec_sfr: 0.2773 (0.2943) loss_cl: -0.2788 (-0.2789) time: 0.7459 data: 0.0003 max mem: 29860 [23:31:35.185296] Epoch: [250] [ 200/2904] eta: 0:37:25 lr: 0.001975 loss: 0.1850 (0.1960) loss_rec_all: 0.2109 (0.2218) loss_rec_sfr: 0.2711 (0.2937) loss_cl: -0.2781 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [23:31:50.107996] Epoch: [250] [ 220/2904] eta: 0:36:48 lr: 0.001975 loss: 0.1811 (0.1950) loss_rec_all: 0.2077 (0.2209) loss_rec_sfr: 0.2609 (0.2904) loss_cl: -0.2795 (-0.2789) time: 0.7461 data: 0.0003 max mem: 29860 [23:32:05.026314] Epoch: [250] [ 240/2904] eta: 0:36:14 lr: 0.001975 loss: 0.1863 (0.1950) loss_rec_all: 0.2126 (0.2208) loss_rec_sfr: 0.2628 (0.2896) loss_cl: -0.2796 (-0.2789) time: 0.7459 data: 0.0003 max mem: 29860 [23:32:19.945597] Epoch: [250] [ 260/2904] eta: 0:35:44 lr: 0.001975 loss: 0.1813 (0.1944) loss_rec_all: 0.2075 (0.2202) loss_rec_sfr: 0.2284 (0.2873) loss_cl: -0.2792 (-0.2789) time: 0.7459 data: 0.0003 max mem: 29860 [23:32:34.872841] Epoch: [250] [ 280/2904] eta: 0:35:15 lr: 0.001975 loss: 0.1863 (0.1952) loss_rec_all: 0.2124 (0.2211) loss_rec_sfr: 0.2818 (0.2904) loss_cl: -0.2786 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [23:32:49.803459] Epoch: [250] [ 300/2904] eta: 0:34:49 lr: 0.001975 loss: 0.1842 (0.1955) loss_rec_all: 0.2102 (0.2213) loss_rec_sfr: 0.2297 (0.2910) loss_cl: -0.2789 (-0.2789) time: 0.7465 data: 0.0003 max mem: 29860 [23:33:04.751170] Epoch: [250] [ 320/2904] eta: 0:34:24 lr: 0.001975 loss: 0.1826 (0.1951) loss_rec_all: 0.2089 (0.2210) loss_rec_sfr: 0.2332 (0.2892) loss_cl: -0.2783 (-0.2788) time: 0.7473 data: 0.0003 max mem: 29860 [23:33:19.683265] Epoch: [250] [ 340/2904] eta: 0:34:00 lr: 0.001975 loss: 0.1850 (0.1948) loss_rec_all: 0.2113 (0.2206) loss_rec_sfr: 0.2306 (0.2872) loss_cl: -0.2787 (-0.2788) time: 0.7466 data: 0.0003 max mem: 29860 [23:33:34.603237] Epoch: [250] [ 360/2904] eta: 0:33:37 lr: 0.001975 loss: 0.1850 (0.1948) loss_rec_all: 0.2112 (0.2206) loss_rec_sfr: 0.2734 (0.2875) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [23:33:49.526258] Epoch: [250] [ 380/2904] eta: 0:33:15 lr: 0.001975 loss: 0.1842 (0.1945) loss_rec_all: 0.2101 (0.2204) loss_rec_sfr: 0.2617 (0.2865) loss_cl: -0.2791 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [23:34:04.448874] Epoch: [250] [ 400/2904] eta: 0:32:54 lr: 0.001975 loss: 0.1863 (0.1945) loss_rec_all: 0.2121 (0.2203) loss_rec_sfr: 0.2694 (0.2865) loss_cl: -0.2786 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [23:34:19.376879] Epoch: [250] [ 420/2904] eta: 0:32:33 lr: 0.001975 loss: 0.1825 (0.1945) loss_rec_all: 0.2090 (0.2204) loss_rec_sfr: 0.2596 (0.2864) loss_cl: -0.2788 (-0.2788) time: 0.7463 data: 0.0004 max mem: 29860 [23:34:34.296438] Epoch: [250] [ 440/2904] eta: 0:32:13 lr: 0.001975 loss: 0.1829 (0.1944) loss_rec_all: 0.2092 (0.2203) loss_rec_sfr: 0.2389 (0.2852) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0005 max mem: 29860 [23:34:49.214938] Epoch: [250] [ 460/2904] eta: 0:31:53 lr: 0.001975 loss: 0.1822 (0.1943) loss_rec_all: 0.2082 (0.2202) loss_rec_sfr: 0.2566 (0.2849) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [23:35:04.130328] Epoch: [250] [ 480/2904] eta: 0:31:33 lr: 0.001975 loss: 0.1854 (0.1947) loss_rec_all: 0.2112 (0.2206) loss_rec_sfr: 0.2801 (0.2867) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [23:35:19.051633] Epoch: [250] [ 500/2904] eta: 0:31:14 lr: 0.001975 loss: 0.1842 (0.1947) loss_rec_all: 0.2104 (0.2206) loss_rec_sfr: 0.2696 (0.2870) loss_cl: -0.2793 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [23:35:33.965958] Epoch: [250] [ 520/2904] eta: 0:30:56 lr: 0.001975 loss: 0.1872 (0.1947) loss_rec_all: 0.2134 (0.2206) loss_rec_sfr: 0.2688 (0.2871) loss_cl: -0.2780 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [23:35:48.886199] Epoch: [250] [ 540/2904] eta: 0:30:37 lr: 0.001975 loss: 0.1806 (0.1946) loss_rec_all: 0.2067 (0.2205) loss_rec_sfr: 0.2677 (0.2868) loss_cl: -0.2777 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [23:36:03.807428] Epoch: [250] [ 560/2904] eta: 0:30:19 lr: 0.001975 loss: 0.1814 (0.1942) loss_rec_all: 0.2077 (0.2201) loss_rec_sfr: 0.2546 (0.2855) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [23:36:18.723851] Epoch: [250] [ 580/2904] eta: 0:30:01 lr: 0.001975 loss: 0.1825 (0.1940) loss_rec_all: 0.2085 (0.2199) loss_rec_sfr: 0.2700 (0.2852) loss_cl: -0.2797 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [23:36:33.640370] Epoch: [250] [ 600/2904] eta: 0:29:43 lr: 0.001975 loss: 0.1858 (0.1942) loss_rec_all: 0.2115 (0.2201) loss_rec_sfr: 0.2632 (0.2856) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [23:36:48.562584] Epoch: [250] [ 620/2904] eta: 0:29:26 lr: 0.001975 loss: 0.1874 (0.1943) loss_rec_all: 0.2138 (0.2202) loss_rec_sfr: 0.2712 (0.2860) loss_cl: -0.2784 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [23:37:03.477973] Epoch: [250] [ 640/2904] eta: 0:29:08 lr: 0.001975 loss: 0.1845 (0.1944) loss_rec_all: 0.2109 (0.2203) loss_rec_sfr: 0.2768 (0.2866) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [23:37:18.394441] Epoch: [250] [ 660/2904] eta: 0:28:51 lr: 0.001975 loss: 0.1809 (0.1945) loss_rec_all: 0.2067 (0.2204) loss_rec_sfr: 0.2533 (0.2864) loss_cl: -0.2783 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [23:37:33.310312] Epoch: [250] [ 680/2904] eta: 0:28:34 lr: 0.001975 loss: 0.1847 (0.1944) loss_rec_all: 0.2106 (0.2203) loss_rec_sfr: 0.2728 (0.2864) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [23:37:48.226875] Epoch: [250] [ 700/2904] eta: 0:28:17 lr: 0.001975 loss: 0.1817 (0.1944) loss_rec_all: 0.2076 (0.2203) loss_rec_sfr: 0.2346 (0.2865) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [23:38:03.147670] Epoch: [250] [ 720/2904] eta: 0:28:00 lr: 0.001975 loss: 0.1826 (0.1945) loss_rec_all: 0.2084 (0.2203) loss_rec_sfr: 0.2699 (0.2868) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [23:38:18.072541] Epoch: [250] [ 740/2904] eta: 0:27:43 lr: 0.001975 loss: 0.1823 (0.1943) loss_rec_all: 0.2083 (0.2202) loss_rec_sfr: 0.2572 (0.2862) loss_cl: -0.2783 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [23:38:32.992139] Epoch: [250] [ 760/2904] eta: 0:27:27 lr: 0.001975 loss: 0.1814 (0.1943) loss_rec_all: 0.2077 (0.2201) loss_rec_sfr: 0.2683 (0.2862) loss_cl: -0.2784 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [23:38:47.914998] Epoch: [250] [ 780/2904] eta: 0:27:10 lr: 0.001975 loss: 0.1842 (0.1943) loss_rec_all: 0.2107 (0.2201) loss_rec_sfr: 0.2625 (0.2860) loss_cl: -0.2794 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [23:39:02.834423] Epoch: [250] [ 800/2904] eta: 0:26:54 lr: 0.001975 loss: 0.1843 (0.1942) loss_rec_all: 0.2103 (0.2201) loss_rec_sfr: 0.2761 (0.2861) loss_cl: -0.2797 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [23:39:17.753699] Epoch: [250] [ 820/2904] eta: 0:26:37 lr: 0.001974 loss: 0.1857 (0.1941) loss_rec_all: 0.2116 (0.2200) loss_rec_sfr: 0.2658 (0.2858) loss_cl: -0.2795 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [23:39:32.666703] Epoch: [250] [ 840/2904] eta: 0:26:21 lr: 0.001974 loss: 0.1834 (0.1940) loss_rec_all: 0.2091 (0.2199) loss_rec_sfr: 0.2637 (0.2855) loss_cl: -0.2780 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [23:39:47.590351] Epoch: [250] [ 860/2904] eta: 0:26:05 lr: 0.001974 loss: 0.1796 (0.1938) loss_rec_all: 0.2058 (0.2197) loss_rec_sfr: 0.2564 (0.2847) loss_cl: -0.2790 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [23:40:02.509647] Epoch: [250] [ 880/2904] eta: 0:25:48 lr: 0.001974 loss: 0.1802 (0.1937) loss_rec_all: 0.2062 (0.2195) loss_rec_sfr: 0.2633 (0.2844) loss_cl: -0.2797 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [23:40:17.426768] Epoch: [250] [ 900/2904] eta: 0:25:32 lr: 0.001974 loss: 0.1848 (0.1936) loss_rec_all: 0.2108 (0.2195) loss_rec_sfr: 0.2664 (0.2844) loss_cl: -0.2794 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [23:40:32.345160] Epoch: [250] [ 920/2904] eta: 0:25:16 lr: 0.001974 loss: 0.1834 (0.1936) loss_rec_all: 0.2093 (0.2194) loss_rec_sfr: 0.2658 (0.2841) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [23:40:47.257944] Epoch: [250] [ 940/2904] eta: 0:25:00 lr: 0.001974 loss: 0.1816 (0.1935) loss_rec_all: 0.2080 (0.2194) loss_rec_sfr: 0.2644 (0.2840) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [23:41:02.169326] Epoch: [250] [ 960/2904] eta: 0:24:44 lr: 0.001974 loss: 0.1812 (0.1934) loss_rec_all: 0.2076 (0.2193) loss_rec_sfr: 0.2690 (0.2837) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [23:41:17.089859] Epoch: [250] [ 980/2904] eta: 0:24:28 lr: 0.001974 loss: 0.1822 (0.1934) loss_rec_all: 0.2089 (0.2193) loss_rec_sfr: 0.2657 (0.2839) loss_cl: -0.2791 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [23:41:32.005210] Epoch: [250] [1000/2904] eta: 0:24:12 lr: 0.001974 loss: 0.1871 (0.1935) loss_rec_all: 0.2130 (0.2194) loss_rec_sfr: 0.2712 (0.2841) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [23:41:46.922774] Epoch: [250] [1020/2904] eta: 0:23:56 lr: 0.001974 loss: 0.1893 (0.1936) loss_rec_all: 0.2151 (0.2195) loss_rec_sfr: 0.2716 (0.2845) loss_cl: -0.2797 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [23:42:01.840520] Epoch: [250] [1040/2904] eta: 0:23:40 lr: 0.001974 loss: 0.1868 (0.1937) loss_rec_all: 0.2129 (0.2196) loss_rec_sfr: 0.2618 (0.2847) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [23:42:16.764136] Epoch: [250] [1060/2904] eta: 0:23:25 lr: 0.001974 loss: 0.1823 (0.1939) loss_rec_all: 0.2087 (0.2198) loss_rec_sfr: 0.2716 (0.2853) loss_cl: -0.2784 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [23:42:31.686097] Epoch: [250] [1080/2904] eta: 0:23:09 lr: 0.001974 loss: 0.1842 (0.1941) loss_rec_all: 0.2104 (0.2199) loss_rec_sfr: 0.2741 (0.2859) loss_cl: -0.2775 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [23:42:46.603836] Epoch: [250] [1100/2904] eta: 0:22:53 lr: 0.001974 loss: 0.1863 (0.1940) loss_rec_all: 0.2128 (0.2199) loss_rec_sfr: 0.2600 (0.2857) loss_cl: -0.2800 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [23:43:01.520785] Epoch: [250] [1120/2904] eta: 0:22:37 lr: 0.001974 loss: 0.1836 (0.1941) loss_rec_all: 0.2098 (0.2199) loss_rec_sfr: 0.2625 (0.2859) loss_cl: -0.2804 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [23:43:16.442550] Epoch: [250] [1140/2904] eta: 0:22:22 lr: 0.001974 loss: 0.1855 (0.1941) loss_rec_all: 0.2115 (0.2200) loss_rec_sfr: 0.2712 (0.2861) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [23:43:31.359318] Epoch: [250] [1160/2904] eta: 0:22:06 lr: 0.001974 loss: 0.1813 (0.1940) loss_rec_all: 0.2073 (0.2199) loss_rec_sfr: 0.2653 (0.2859) loss_cl: -0.2782 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [23:43:46.276244] Epoch: [250] [1180/2904] eta: 0:21:50 lr: 0.001974 loss: 0.1859 (0.1941) loss_rec_all: 0.2117 (0.2200) loss_rec_sfr: 0.2675 (0.2860) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [23:44:01.198722] Epoch: [250] [1200/2904] eta: 0:21:35 lr: 0.001974 loss: 0.1808 (0.1941) loss_rec_all: 0.2073 (0.2200) loss_rec_sfr: 0.2316 (0.2862) loss_cl: -0.2796 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [23:44:16.113006] Epoch: [250] [1220/2904] eta: 0:21:19 lr: 0.001974 loss: 0.1854 (0.1942) loss_rec_all: 0.2113 (0.2200) loss_rec_sfr: 0.2689 (0.2862) loss_cl: -0.2794 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [23:44:31.031398] Epoch: [250] [1240/2904] eta: 0:21:04 lr: 0.001974 loss: 0.1805 (0.1941) loss_rec_all: 0.2066 (0.2200) loss_rec_sfr: 0.2648 (0.2861) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [23:44:45.949504] Epoch: [250] [1260/2904] eta: 0:20:48 lr: 0.001974 loss: 0.1810 (0.1939) loss_rec_all: 0.2075 (0.2198) loss_rec_sfr: 0.2177 (0.2852) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [23:45:00.868874] Epoch: [250] [1280/2904] eta: 0:20:32 lr: 0.001974 loss: 0.1873 (0.1940) loss_rec_all: 0.2132 (0.2199) loss_rec_sfr: 0.2654 (0.2856) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [23:45:15.791026] Epoch: [250] [1300/2904] eta: 0:20:17 lr: 0.001974 loss: 0.1883 (0.1941) loss_rec_all: 0.2148 (0.2200) loss_rec_sfr: 0.2660 (0.2856) loss_cl: -0.2786 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [23:45:30.708824] Epoch: [250] [1320/2904] eta: 0:20:01 lr: 0.001974 loss: 0.1823 (0.1941) loss_rec_all: 0.2090 (0.2200) loss_rec_sfr: 0.2299 (0.2855) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [23:45:45.632217] Epoch: [250] [1340/2904] eta: 0:19:46 lr: 0.001974 loss: 0.1841 (0.1940) loss_rec_all: 0.2102 (0.2199) loss_rec_sfr: 0.2623 (0.2854) loss_cl: -0.2796 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [23:46:00.548395] Epoch: [250] [1360/2904] eta: 0:19:30 lr: 0.001974 loss: 0.1819 (0.1940) loss_rec_all: 0.2079 (0.2199) loss_rec_sfr: 0.2341 (0.2854) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [23:46:15.466974] Epoch: [250] [1380/2904] eta: 0:19:15 lr: 0.001974 loss: 0.1800 (0.1939) loss_rec_all: 0.2060 (0.2198) loss_rec_sfr: 0.2553 (0.2851) loss_cl: -0.2777 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [23:46:30.387795] Epoch: [250] [1400/2904] eta: 0:19:00 lr: 0.001974 loss: 0.1822 (0.1939) loss_rec_all: 0.2084 (0.2198) loss_rec_sfr: 0.2699 (0.2852) loss_cl: -0.2799 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [23:46:45.307215] Epoch: [250] [1420/2904] eta: 0:18:44 lr: 0.001974 loss: 0.1829 (0.1941) loss_rec_all: 0.2093 (0.2199) loss_rec_sfr: 0.2713 (0.2854) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [23:47:00.234403] Epoch: [250] [1440/2904] eta: 0:18:29 lr: 0.001974 loss: 0.1852 (0.1941) loss_rec_all: 0.2111 (0.2200) loss_rec_sfr: 0.2687 (0.2856) loss_cl: -0.2783 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [23:47:15.159758] Epoch: [250] [1460/2904] eta: 0:18:13 lr: 0.001974 loss: 0.1804 (0.1941) loss_rec_all: 0.2064 (0.2200) loss_rec_sfr: 0.2633 (0.2854) loss_cl: -0.2788 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [23:47:30.079987] Epoch: [250] [1480/2904] eta: 0:17:58 lr: 0.001974 loss: 0.1856 (0.1939) loss_rec_all: 0.2121 (0.2198) loss_rec_sfr: 0.2606 (0.2849) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [23:47:45.004854] Epoch: [250] [1500/2904] eta: 0:17:43 lr: 0.001974 loss: 0.1861 (0.1939) loss_rec_all: 0.2122 (0.2198) loss_rec_sfr: 0.2659 (0.2848) loss_cl: -0.2792 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [23:47:59.924836] Epoch: [250] [1520/2904] eta: 0:17:27 lr: 0.001974 loss: 0.1878 (0.1940) loss_rec_all: 0.2135 (0.2199) loss_rec_sfr: 0.2648 (0.2850) loss_cl: -0.2782 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [23:48:14.843065] Epoch: [250] [1540/2904] eta: 0:17:12 lr: 0.001974 loss: 0.1812 (0.1940) loss_rec_all: 0.2070 (0.2198) loss_rec_sfr: 0.2727 (0.2850) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [23:48:29.764762] Epoch: [250] [1560/2904] eta: 0:16:57 lr: 0.001974 loss: 0.1819 (0.1940) loss_rec_all: 0.2080 (0.2199) loss_rec_sfr: 0.2723 (0.2852) loss_cl: -0.2797 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [23:48:44.683228] Epoch: [250] [1580/2904] eta: 0:16:41 lr: 0.001973 loss: 0.1812 (0.1939) loss_rec_all: 0.2075 (0.2198) loss_rec_sfr: 0.2423 (0.2847) loss_cl: -0.2799 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [23:48:59.601977] Epoch: [250] [1600/2904] eta: 0:16:26 lr: 0.001973 loss: 0.1866 (0.1939) loss_rec_all: 0.2125 (0.2198) loss_rec_sfr: 0.2545 (0.2847) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [23:49:14.522183] Epoch: [250] [1620/2904] eta: 0:16:11 lr: 0.001973 loss: 0.1846 (0.1939) loss_rec_all: 0.2109 (0.2198) loss_rec_sfr: 0.2706 (0.2849) loss_cl: -0.2780 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [23:49:29.442030] Epoch: [250] [1640/2904] eta: 0:15:55 lr: 0.001973 loss: 0.1820 (0.1939) loss_rec_all: 0.2079 (0.2198) loss_rec_sfr: 0.2736 (0.2850) loss_cl: -0.2784 (-0.2788) time: 0.7459 data: 0.0004 max mem: 29860 [23:49:44.355477] Epoch: [250] [1660/2904] eta: 0:15:40 lr: 0.001973 loss: 0.1817 (0.1938) loss_rec_all: 0.2080 (0.2197) loss_rec_sfr: 0.2548 (0.2847) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [23:49:59.278424] Epoch: [250] [1680/2904] eta: 0:15:25 lr: 0.001973 loss: 0.1831 (0.1938) loss_rec_all: 0.2090 (0.2197) loss_rec_sfr: 0.2725 (0.2846) loss_cl: -0.2795 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [23:50:14.196653] Epoch: [250] [1700/2904] eta: 0:15:10 lr: 0.001973 loss: 0.1845 (0.1938) loss_rec_all: 0.2107 (0.2196) loss_rec_sfr: 0.2611 (0.2844) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [23:50:29.114080] Epoch: [250] [1720/2904] eta: 0:14:54 lr: 0.001973 loss: 0.1835 (0.1938) loss_rec_all: 0.2095 (0.2197) loss_rec_sfr: 0.2749 (0.2847) loss_cl: -0.2782 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [23:50:44.032300] Epoch: [250] [1740/2904] eta: 0:14:39 lr: 0.001973 loss: 0.1857 (0.1938) loss_rec_all: 0.2117 (0.2197) loss_rec_sfr: 0.2750 (0.2849) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [23:50:58.951964] Epoch: [250] [1760/2904] eta: 0:14:24 lr: 0.001973 loss: 0.1813 (0.1938) loss_rec_all: 0.2074 (0.2197) loss_rec_sfr: 0.2298 (0.2848) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [23:51:13.877304] Epoch: [250] [1780/2904] eta: 0:14:09 lr: 0.001973 loss: 0.1859 (0.1939) loss_rec_all: 0.2120 (0.2198) loss_rec_sfr: 0.2723 (0.2851) loss_cl: -0.2798 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [23:51:28.801568] Epoch: [250] [1800/2904] eta: 0:13:53 lr: 0.001973 loss: 0.1844 (0.1939) loss_rec_all: 0.2105 (0.2198) loss_rec_sfr: 0.2813 (0.2852) loss_cl: -0.2796 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [23:51:43.720204] Epoch: [250] [1820/2904] eta: 0:13:38 lr: 0.001973 loss: 0.1853 (0.1939) loss_rec_all: 0.2115 (0.2198) loss_rec_sfr: 0.2545 (0.2851) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [23:51:58.641846] Epoch: [250] [1840/2904] eta: 0:13:23 lr: 0.001973 loss: 0.1831 (0.1938) loss_rec_all: 0.2092 (0.2197) loss_rec_sfr: 0.2638 (0.2849) loss_cl: -0.2784 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [23:52:13.562301] Epoch: [250] [1860/2904] eta: 0:13:08 lr: 0.001973 loss: 0.1791 (0.1938) loss_rec_all: 0.2052 (0.2197) loss_rec_sfr: 0.2657 (0.2849) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [23:52:28.484951] Epoch: [250] [1880/2904] eta: 0:12:53 lr: 0.001973 loss: 0.1834 (0.1938) loss_rec_all: 0.2097 (0.2197) loss_rec_sfr: 0.2615 (0.2849) loss_cl: -0.2783 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [23:52:43.405593] Epoch: [250] [1900/2904] eta: 0:12:37 lr: 0.001973 loss: 0.1792 (0.1938) loss_rec_all: 0.2058 (0.2197) loss_rec_sfr: 0.2572 (0.2848) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [23:52:58.325313] Epoch: [250] [1920/2904] eta: 0:12:22 lr: 0.001973 loss: 0.1820 (0.1937) loss_rec_all: 0.2084 (0.2196) loss_rec_sfr: 0.2616 (0.2847) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [23:53:13.241218] Epoch: [250] [1940/2904] eta: 0:12:07 lr: 0.001973 loss: 0.1835 (0.1938) loss_rec_all: 0.2094 (0.2197) loss_rec_sfr: 0.2668 (0.2848) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [23:53:28.160244] Epoch: [250] [1960/2904] eta: 0:11:52 lr: 0.001973 loss: 0.1879 (0.1938) loss_rec_all: 0.2138 (0.2197) loss_rec_sfr: 0.2651 (0.2848) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [23:53:43.077455] Epoch: [250] [1980/2904] eta: 0:11:37 lr: 0.001973 loss: 0.1920 (0.1939) loss_rec_all: 0.2181 (0.2198) loss_rec_sfr: 0.2672 (0.2851) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [23:53:58.000843] Epoch: [250] [2000/2904] eta: 0:11:22 lr: 0.001973 loss: 0.1866 (0.1940) loss_rec_all: 0.2129 (0.2198) loss_rec_sfr: 0.2683 (0.2852) loss_cl: -0.2786 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [23:54:12.922367] Epoch: [250] [2020/2904] eta: 0:11:06 lr: 0.001973 loss: 0.1901 (0.1941) loss_rec_all: 0.2164 (0.2200) loss_rec_sfr: 0.2664 (0.2856) loss_cl: -0.2783 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [23:54:27.841776] Epoch: [250] [2040/2904] eta: 0:10:51 lr: 0.001973 loss: 0.1816 (0.1941) loss_rec_all: 0.2079 (0.2200) loss_rec_sfr: 0.2617 (0.2856) loss_cl: -0.2794 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [23:54:42.756614] Epoch: [250] [2060/2904] eta: 0:10:36 lr: 0.001973 loss: 0.1839 (0.1941) loss_rec_all: 0.2101 (0.2199) loss_rec_sfr: 0.2640 (0.2855) loss_cl: -0.2802 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [23:54:57.673677] Epoch: [250] [2080/2904] eta: 0:10:21 lr: 0.001973 loss: 0.1840 (0.1941) loss_rec_all: 0.2099 (0.2199) loss_rec_sfr: 0.2702 (0.2855) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [23:55:12.594072] Epoch: [250] [2100/2904] eta: 0:10:06 lr: 0.001973 loss: 0.1825 (0.1940) loss_rec_all: 0.2083 (0.2199) loss_rec_sfr: 0.2362 (0.2853) loss_cl: -0.2779 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [23:55:27.512959] Epoch: [250] [2120/2904] eta: 0:09:51 lr: 0.001973 loss: 0.1847 (0.1940) loss_rec_all: 0.2106 (0.2199) loss_rec_sfr: 0.2589 (0.2852) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [23:55:42.433817] Epoch: [250] [2140/2904] eta: 0:09:35 lr: 0.001973 loss: 0.1892 (0.1940) loss_rec_all: 0.2152 (0.2199) loss_rec_sfr: 0.2728 (0.2854) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [23:55:57.362428] Epoch: [250] [2160/2904] eta: 0:09:20 lr: 0.001973 loss: 0.1810 (0.1940) loss_rec_all: 0.2073 (0.2199) loss_rec_sfr: 0.2615 (0.2854) loss_cl: -0.2791 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [23:56:12.286776] Epoch: [250] [2180/2904] eta: 0:09:05 lr: 0.001973 loss: 0.1849 (0.1941) loss_rec_all: 0.2109 (0.2200) loss_rec_sfr: 0.2656 (0.2855) loss_cl: -0.2800 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [23:56:27.213463] Epoch: [250] [2200/2904] eta: 0:08:50 lr: 0.001973 loss: 0.1867 (0.1940) loss_rec_all: 0.2129 (0.2199) loss_rec_sfr: 0.2676 (0.2854) loss_cl: -0.2790 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [23:56:42.146658] Epoch: [250] [2220/2904] eta: 0:08:35 lr: 0.001973 loss: 0.1857 (0.1940) loss_rec_all: 0.2115 (0.2199) loss_rec_sfr: 0.2694 (0.2855) loss_cl: -0.2782 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [23:56:57.062294] Epoch: [250] [2240/2904] eta: 0:08:20 lr: 0.001973 loss: 0.1825 (0.1940) loss_rec_all: 0.2087 (0.2199) loss_rec_sfr: 0.2786 (0.2856) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [23:57:11.987031] Epoch: [250] [2260/2904] eta: 0:08:05 lr: 0.001973 loss: 0.1859 (0.1940) loss_rec_all: 0.2125 (0.2199) loss_rec_sfr: 0.2679 (0.2856) loss_cl: -0.2795 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [23:57:26.902611] Epoch: [250] [2280/2904] eta: 0:07:50 lr: 0.001973 loss: 0.1816 (0.1940) loss_rec_all: 0.2076 (0.2199) loss_rec_sfr: 0.2597 (0.2855) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [23:57:41.817535] Epoch: [250] [2300/2904] eta: 0:07:35 lr: 0.001973 loss: 0.1851 (0.1940) loss_rec_all: 0.2109 (0.2199) loss_rec_sfr: 0.2637 (0.2855) loss_cl: -0.2783 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [23:57:56.737361] Epoch: [250] [2320/2904] eta: 0:07:19 lr: 0.001973 loss: 0.1845 (0.1940) loss_rec_all: 0.2102 (0.2199) loss_rec_sfr: 0.2637 (0.2853) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [23:58:11.656144] Epoch: [250] [2340/2904] eta: 0:07:04 lr: 0.001973 loss: 0.1847 (0.1940) loss_rec_all: 0.2111 (0.2199) loss_rec_sfr: 0.2694 (0.2855) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [23:58:26.577179] Epoch: [250] [2360/2904] eta: 0:06:49 lr: 0.001972 loss: 0.1851 (0.1940) loss_rec_all: 0.2114 (0.2199) loss_rec_sfr: 0.2329 (0.2854) loss_cl: -0.2798 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [23:58:41.495493] Epoch: [250] [2380/2904] eta: 0:06:34 lr: 0.001972 loss: 0.1817 (0.1940) loss_rec_all: 0.2081 (0.2199) loss_rec_sfr: 0.2653 (0.2855) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [23:58:56.410220] Epoch: [250] [2400/2904] eta: 0:06:19 lr: 0.001972 loss: 0.1845 (0.1940) loss_rec_all: 0.2105 (0.2199) loss_rec_sfr: 0.2727 (0.2854) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [23:59:11.326705] Epoch: [250] [2420/2904] eta: 0:06:04 lr: 0.001972 loss: 0.1840 (0.1941) loss_rec_all: 0.2101 (0.2200) loss_rec_sfr: 0.2718 (0.2857) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [23:59:26.247890] Epoch: [250] [2440/2904] eta: 0:05:49 lr: 0.001972 loss: 0.1877 (0.1942) loss_rec_all: 0.2141 (0.2201) loss_rec_sfr: 0.2686 (0.2859) loss_cl: -0.2797 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [23:59:41.177387] Epoch: [250] [2460/2904] eta: 0:05:34 lr: 0.001972 loss: 0.1892 (0.1942) loss_rec_all: 0.2150 (0.2201) loss_rec_sfr: 0.2631 (0.2861) loss_cl: -0.2786 (-0.2788) time: 0.7464 data: 0.0003 max mem: 29860 [23:59:56.094138] Epoch: [250] [2480/2904] eta: 0:05:19 lr: 0.001972 loss: 0.1781 (0.1942) loss_rec_all: 0.2039 (0.2200) loss_rec_sfr: 0.2599 (0.2859) loss_cl: -0.2779 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [00:00:11.030385] Epoch: [250] [2500/2904] eta: 0:05:04 lr: 0.001972 loss: 0.1809 (0.1941) loss_rec_all: 0.2068 (0.2200) loss_rec_sfr: 0.2663 (0.2856) loss_cl: -0.2789 (-0.2788) time: 0.7468 data: 0.0003 max mem: 29860 [00:00:25.954167] Epoch: [250] [2520/2904] eta: 0:04:49 lr: 0.001972 loss: 0.1841 (0.1941) loss_rec_all: 0.2101 (0.2200) loss_rec_sfr: 0.2800 (0.2858) loss_cl: -0.2787 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [00:00:40.872749] Epoch: [250] [2540/2904] eta: 0:04:33 lr: 0.001972 loss: 0.1862 (0.1942) loss_rec_all: 0.2123 (0.2201) loss_rec_sfr: 0.2593 (0.2859) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [00:00:55.792005] Epoch: [250] [2560/2904] eta: 0:04:18 lr: 0.001972 loss: 0.1825 (0.1942) loss_rec_all: 0.2085 (0.2201) loss_rec_sfr: 0.2698 (0.2859) loss_cl: -0.2794 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [00:01:10.710230] Epoch: [250] [2580/2904] eta: 0:04:03 lr: 0.001972 loss: 0.1840 (0.1942) loss_rec_all: 0.2098 (0.2201) loss_rec_sfr: 0.2720 (0.2861) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [00:01:25.633507] Epoch: [250] [2600/2904] eta: 0:03:48 lr: 0.001972 loss: 0.1817 (0.1942) loss_rec_all: 0.2082 (0.2200) loss_rec_sfr: 0.2661 (0.2860) loss_cl: -0.2794 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [00:01:40.557633] Epoch: [250] [2620/2904] eta: 0:03:33 lr: 0.001972 loss: 0.1834 (0.1941) loss_rec_all: 0.2099 (0.2200) loss_rec_sfr: 0.2617 (0.2859) loss_cl: -0.2790 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [00:01:55.481137] Epoch: [250] [2640/2904] eta: 0:03:18 lr: 0.001972 loss: 0.1841 (0.1941) loss_rec_all: 0.2101 (0.2200) loss_rec_sfr: 0.2648 (0.2858) loss_cl: -0.2781 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [00:02:10.405939] Epoch: [250] [2660/2904] eta: 0:03:03 lr: 0.001972 loss: 0.1820 (0.1941) loss_rec_all: 0.2079 (0.2200) loss_rec_sfr: 0.2729 (0.2859) loss_cl: -0.2790 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [00:02:25.325253] Epoch: [250] [2680/2904] eta: 0:02:48 lr: 0.001972 loss: 0.1842 (0.1941) loss_rec_all: 0.2103 (0.2200) loss_rec_sfr: 0.2668 (0.2860) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [00:02:40.244297] Epoch: [250] [2700/2904] eta: 0:02:33 lr: 0.001972 loss: 0.1826 (0.1941) loss_rec_all: 0.2090 (0.2200) loss_rec_sfr: 0.2664 (0.2859) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [00:02:55.161526] Epoch: [250] [2720/2904] eta: 0:02:18 lr: 0.001972 loss: 0.1795 (0.1941) loss_rec_all: 0.2060 (0.2200) loss_rec_sfr: 0.2290 (0.2858) loss_cl: -0.2783 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [00:03:10.078303] Epoch: [250] [2740/2904] eta: 0:02:03 lr: 0.001972 loss: 0.1818 (0.1941) loss_rec_all: 0.2078 (0.2200) loss_rec_sfr: 0.2719 (0.2859) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [00:03:25.001281] Epoch: [250] [2760/2904] eta: 0:01:48 lr: 0.001972 loss: 0.1848 (0.1941) loss_rec_all: 0.2112 (0.2200) loss_rec_sfr: 0.2667 (0.2858) loss_cl: -0.2789 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [00:03:39.921493] Epoch: [250] [2780/2904] eta: 0:01:33 lr: 0.001972 loss: 0.1816 (0.1941) loss_rec_all: 0.2078 (0.2200) loss_rec_sfr: 0.2686 (0.2858) loss_cl: -0.2793 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [00:03:54.842860] Epoch: [250] [2800/2904] eta: 0:01:18 lr: 0.001972 loss: 0.1860 (0.1941) loss_rec_all: 0.2120 (0.2200) loss_rec_sfr: 0.2752 (0.2860) loss_cl: -0.2793 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [00:04:09.766763] Epoch: [250] [2820/2904] eta: 0:01:03 lr: 0.001972 loss: 0.1830 (0.1941) loss_rec_all: 0.2090 (0.2200) loss_rec_sfr: 0.2695 (0.2861) loss_cl: -0.2790 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [00:04:24.724981] Epoch: [250] [2840/2904] eta: 0:00:48 lr: 0.001972 loss: 0.1826 (0.1941) loss_rec_all: 0.2085 (0.2200) loss_rec_sfr: 0.2690 (0.2860) loss_cl: -0.2781 (-0.2788) time: 0.7479 data: 0.0028 max mem: 29860 [00:04:39.623936] Epoch: [250] [2860/2904] eta: 0:00:33 lr: 0.001972 loss: 0.1831 (0.1941) loss_rec_all: 0.2093 (0.2200) loss_rec_sfr: 0.2732 (0.2860) loss_cl: -0.2785 (-0.2788) time: 0.7449 data: 0.0001 max mem: 29860 [00:04:54.519486] Epoch: [250] [2880/2904] eta: 0:00:18 lr: 0.001972 loss: 0.1858 (0.1941) loss_rec_all: 0.2118 (0.2200) loss_rec_sfr: 0.2690 (0.2860) loss_cl: -0.2787 (-0.2788) time: 0.7447 data: 0.0001 max mem: 29860 [00:05:09.420497] Epoch: [250] [2900/2904] eta: 0:00:03 lr: 0.001972 loss: 0.1851 (0.1941) loss_rec_all: 0.2114 (0.2200) loss_rec_sfr: 0.2765 (0.2861) loss_cl: -0.2793 (-0.2788) time: 0.7450 data: 0.0001 max mem: 29860 [00:05:11.663846] Epoch: [250] [2903/2904] eta: 0:00:00 lr: 0.001972 loss: 0.1850 (0.1941) loss_rec_all: 0.2112 (0.2200) loss_rec_sfr: 0.2755 (0.2861) loss_cl: -0.2794 (-0.2788) time: 0.7451 data: 0.0001 max mem: 29860 [00:05:13.771987] Epoch: [250] Total time: 0:36:25 (0.7526 s / it) [00:05:13.772956] Averaged stats: lr: 0.001972 loss: 0.1850 (0.1964) loss_rec_all: 0.2112 (0.2199) loss_rec_sfr: 0.2755 (0.2864) loss_cl: -0.2794 (-0.2556) [00:05:16.410471] log_dir: ./checkpoint/VF2_ViT-B [00:05:30.081945] Epoch: [251] [ 0/2904] eta: 11:01:39 lr: 0.001972 loss: 0.2410 (0.2410) loss_rec_all: 0.2657 (0.2657) loss_rec_sfr: 0.4595 (0.4595) loss_cl: -0.2789 (-0.2789) time: 13.6707 data: 12.9389 max mem: 29860 [00:05:46.718955] Epoch: [251] [ 20/2904] eta: 1:09:22 lr: 0.001972 loss: 0.1814 (0.1860) loss_rec_all: 0.2078 (0.2122) loss_rec_sfr: 0.2353 (0.2545) loss_cl: -0.2795 (-0.2796) time: 0.8318 data: 0.0002 max mem: 29860 [00:06:01.597344] Epoch: [251] [ 40/2904] eta: 0:52:36 lr: 0.001972 loss: 0.1797 (0.1860) loss_rec_all: 0.2060 (0.2121) loss_rec_sfr: 0.2329 (0.2579) loss_cl: -0.2796 (-0.2795) time: 0.7438 data: 0.0002 max mem: 29860 [00:06:16.485746] Epoch: [251] [ 60/2904] eta: 0:46:40 lr: 0.001972 loss: 0.1865 (0.1900) loss_rec_all: 0.2123 (0.2160) loss_rec_sfr: 0.2691 (0.2708) loss_cl: -0.2782 (-0.2790) time: 0.7444 data: 0.0003 max mem: 29860 [00:06:31.388342] Epoch: [251] [ 80/2904] eta: 0:43:33 lr: 0.001972 loss: 0.1810 (0.1898) loss_rec_all: 0.2071 (0.2158) loss_rec_sfr: 0.2622 (0.2695) loss_cl: -0.2786 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [00:06:46.304885] Epoch: [251] [ 100/2904] eta: 0:41:35 lr: 0.001972 loss: 0.1871 (0.1911) loss_rec_all: 0.2131 (0.2170) loss_rec_sfr: 0.2639 (0.2748) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [00:07:01.228719] Epoch: [251] [ 120/2904] eta: 0:40:11 lr: 0.001972 loss: 0.1839 (0.1913) loss_rec_all: 0.2098 (0.2173) loss_rec_sfr: 0.2594 (0.2747) loss_cl: -0.2793 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [00:07:16.155033] Epoch: [251] [ 140/2904] eta: 0:39:07 lr: 0.001972 loss: 0.1878 (0.1926) loss_rec_all: 0.2138 (0.2185) loss_rec_sfr: 0.2652 (0.2793) loss_cl: -0.2791 (-0.2789) time: 0.7463 data: 0.0003 max mem: 29860 [00:07:31.080512] Epoch: [251] [ 160/2904] eta: 0:38:15 lr: 0.001972 loss: 0.1823 (0.1920) loss_rec_all: 0.2082 (0.2179) loss_rec_sfr: 0.2604 (0.2781) loss_cl: -0.2791 (-0.2789) time: 0.7462 data: 0.0003 max mem: 29860 [00:07:46.004990] Epoch: [251] [ 180/2904] eta: 0:37:31 lr: 0.001972 loss: 0.1795 (0.1916) loss_rec_all: 0.2055 (0.2175) loss_rec_sfr: 0.2671 (0.2773) loss_cl: -0.2794 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [00:08:00.927245] Epoch: [251] [ 200/2904] eta: 0:36:53 lr: 0.001972 loss: 0.1824 (0.1911) loss_rec_all: 0.2088 (0.2170) loss_rec_sfr: 0.2590 (0.2752) loss_cl: -0.2786 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [00:08:15.868346] Epoch: [251] [ 220/2904] eta: 0:36:19 lr: 0.001971 loss: 0.1837 (0.1907) loss_rec_all: 0.2097 (0.2167) loss_rec_sfr: 0.2645 (0.2742) loss_cl: -0.2782 (-0.2788) time: 0.7470 data: 0.0002 max mem: 29860 [00:08:30.789491] Epoch: [251] [ 240/2904] eta: 0:35:48 lr: 0.001971 loss: 0.1833 (0.1909) loss_rec_all: 0.2097 (0.2168) loss_rec_sfr: 0.2605 (0.2747) loss_cl: -0.2801 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [00:08:45.706677] Epoch: [251] [ 260/2904] eta: 0:35:20 lr: 0.001971 loss: 0.1818 (0.1910) loss_rec_all: 0.2082 (0.2170) loss_rec_sfr: 0.2633 (0.2753) loss_cl: -0.2797 (-0.2790) time: 0.7458 data: 0.0003 max mem: 29860 [00:09:00.624434] Epoch: [251] [ 280/2904] eta: 0:34:53 lr: 0.001971 loss: 0.1819 (0.1906) loss_rec_all: 0.2084 (0.2166) loss_rec_sfr: 0.2668 (0.2744) loss_cl: -0.2799 (-0.2790) time: 0.7458 data: 0.0002 max mem: 29860 [00:09:15.542029] Epoch: [251] [ 300/2904] eta: 0:34:28 lr: 0.001971 loss: 0.1839 (0.1910) loss_rec_all: 0.2102 (0.2169) loss_rec_sfr: 0.2321 (0.2746) loss_cl: -0.2783 (-0.2789) time: 0.7458 data: 0.0003 max mem: 29860 [00:09:30.487608] Epoch: [251] [ 320/2904] eta: 0:34:05 lr: 0.001971 loss: 0.1817 (0.1907) loss_rec_all: 0.2078 (0.2167) loss_rec_sfr: 0.2701 (0.2741) loss_cl: -0.2783 (-0.2789) time: 0.7472 data: 0.0003 max mem: 29860 [00:09:45.406990] Epoch: [251] [ 340/2904] eta: 0:33:42 lr: 0.001971 loss: 0.1802 (0.1905) loss_rec_all: 0.2063 (0.2165) loss_rec_sfr: 0.2675 (0.2745) loss_cl: -0.2792 (-0.2789) time: 0.7459 data: 0.0003 max mem: 29860 [00:10:00.325874] Epoch: [251] [ 360/2904] eta: 0:33:20 lr: 0.001971 loss: 0.1844 (0.1910) loss_rec_all: 0.2103 (0.2170) loss_rec_sfr: 0.2768 (0.2764) loss_cl: -0.2791 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [00:10:15.246470] Epoch: [251] [ 380/2904] eta: 0:32:59 lr: 0.001971 loss: 0.1909 (0.1916) loss_rec_all: 0.2169 (0.2176) loss_rec_sfr: 0.2644 (0.2785) loss_cl: -0.2779 (-0.2789) time: 0.7460 data: 0.0003 max mem: 29860 [00:10:30.172041] Epoch: [251] [ 400/2904] eta: 0:32:39 lr: 0.001971 loss: 0.1841 (0.1918) loss_rec_all: 0.2105 (0.2178) loss_rec_sfr: 0.2733 (0.2795) loss_cl: -0.2800 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [00:10:45.090801] Epoch: [251] [ 420/2904] eta: 0:32:19 lr: 0.001971 loss: 0.1869 (0.1924) loss_rec_all: 0.2130 (0.2184) loss_rec_sfr: 0.2627 (0.2811) loss_cl: -0.2795 (-0.2789) time: 0.7459 data: 0.0003 max mem: 29860 [00:11:00.011533] Epoch: [251] [ 440/2904] eta: 0:31:59 lr: 0.001971 loss: 0.1887 (0.1924) loss_rec_all: 0.2145 (0.2183) loss_rec_sfr: 0.2631 (0.2807) loss_cl: -0.2785 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [00:11:14.931994] Epoch: [251] [ 460/2904] eta: 0:31:40 lr: 0.001971 loss: 0.1835 (0.1927) loss_rec_all: 0.2095 (0.2186) loss_rec_sfr: 0.2712 (0.2818) loss_cl: -0.2777 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [00:11:29.854469] Epoch: [251] [ 480/2904] eta: 0:31:21 lr: 0.001971 loss: 0.1813 (0.1927) loss_rec_all: 0.2076 (0.2186) loss_rec_sfr: 0.2713 (0.2823) loss_cl: -0.2785 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [00:11:44.774197] Epoch: [251] [ 500/2904] eta: 0:31:03 lr: 0.001971 loss: 0.1788 (0.1928) loss_rec_all: 0.2053 (0.2188) loss_rec_sfr: 0.2638 (0.2828) loss_cl: -0.2797 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [00:11:59.693215] Epoch: [251] [ 520/2904] eta: 0:30:45 lr: 0.001971 loss: 0.1852 (0.1931) loss_rec_all: 0.2111 (0.2190) loss_rec_sfr: 0.2661 (0.2836) loss_cl: -0.2790 (-0.2789) time: 0.7459 data: 0.0003 max mem: 29860 [00:12:14.620115] Epoch: [251] [ 540/2904] eta: 0:30:27 lr: 0.001971 loss: 0.1840 (0.1931) loss_rec_all: 0.2102 (0.2190) loss_rec_sfr: 0.2353 (0.2831) loss_cl: -0.2788 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [00:12:29.543692] Epoch: [251] [ 560/2904] eta: 0:30:09 lr: 0.001971 loss: 0.1807 (0.1931) loss_rec_all: 0.2070 (0.2190) loss_rec_sfr: 0.2853 (0.2836) loss_cl: -0.2789 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [00:12:44.466392] Epoch: [251] [ 580/2904] eta: 0:29:52 lr: 0.001971 loss: 0.1906 (0.1932) loss_rec_all: 0.2166 (0.2191) loss_rec_sfr: 0.2693 (0.2837) loss_cl: -0.2793 (-0.2789) time: 0.7461 data: 0.0003 max mem: 29860 [00:12:59.387898] Epoch: [251] [ 600/2904] eta: 0:29:34 lr: 0.001971 loss: 0.1838 (0.1936) loss_rec_all: 0.2097 (0.2195) loss_rec_sfr: 0.2740 (0.2852) loss_cl: -0.2784 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [00:13:14.311418] Epoch: [251] [ 620/2904] eta: 0:29:17 lr: 0.001971 loss: 0.1799 (0.1935) loss_rec_all: 0.2061 (0.2194) loss_rec_sfr: 0.2385 (0.2847) loss_cl: -0.2784 (-0.2789) time: 0.7461 data: 0.0003 max mem: 29860 [00:13:29.224780] Epoch: [251] [ 640/2904] eta: 0:29:00 lr: 0.001971 loss: 0.1826 (0.1936) loss_rec_all: 0.2086 (0.2194) loss_rec_sfr: 0.2680 (0.2852) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [00:13:44.141447] Epoch: [251] [ 660/2904] eta: 0:28:43 lr: 0.001971 loss: 0.1845 (0.1935) loss_rec_all: 0.2107 (0.2194) loss_rec_sfr: 0.2664 (0.2850) loss_cl: -0.2782 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [00:13:59.049766] Epoch: [251] [ 680/2904] eta: 0:28:26 lr: 0.001971 loss: 0.1820 (0.1936) loss_rec_all: 0.2080 (0.2195) loss_rec_sfr: 0.2578 (0.2850) loss_cl: -0.2794 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [00:14:13.964937] Epoch: [251] [ 700/2904] eta: 0:28:10 lr: 0.001971 loss: 0.1851 (0.1938) loss_rec_all: 0.2113 (0.2197) loss_rec_sfr: 0.2796 (0.2859) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [00:14:28.877198] Epoch: [251] [ 720/2904] eta: 0:27:53 lr: 0.001971 loss: 0.1799 (0.1935) loss_rec_all: 0.2062 (0.2194) loss_rec_sfr: 0.2593 (0.2849) loss_cl: -0.2783 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [00:14:43.792922] Epoch: [251] [ 740/2904] eta: 0:27:36 lr: 0.001971 loss: 0.1811 (0.1934) loss_rec_all: 0.2070 (0.2193) loss_rec_sfr: 0.2695 (0.2849) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [00:14:58.709122] Epoch: [251] [ 760/2904] eta: 0:27:20 lr: 0.001971 loss: 0.1785 (0.1934) loss_rec_all: 0.2049 (0.2193) loss_rec_sfr: 0.2243 (0.2847) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [00:15:13.625198] Epoch: [251] [ 780/2904] eta: 0:27:04 lr: 0.001971 loss: 0.1894 (0.1937) loss_rec_all: 0.2154 (0.2196) loss_rec_sfr: 0.2732 (0.2858) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [00:15:28.542565] Epoch: [251] [ 800/2904] eta: 0:26:47 lr: 0.001971 loss: 0.1793 (0.1936) loss_rec_all: 0.2054 (0.2195) loss_rec_sfr: 0.2569 (0.2856) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [00:15:43.457509] Epoch: [251] [ 820/2904] eta: 0:26:31 lr: 0.001971 loss: 0.1830 (0.1934) loss_rec_all: 0.2090 (0.2193) loss_rec_sfr: 0.2594 (0.2849) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [00:15:58.374984] Epoch: [251] [ 840/2904] eta: 0:26:15 lr: 0.001971 loss: 0.1799 (0.1932) loss_rec_all: 0.2059 (0.2191) loss_rec_sfr: 0.2621 (0.2841) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [00:16:13.290549] Epoch: [251] [ 860/2904] eta: 0:25:59 lr: 0.001971 loss: 0.1832 (0.1931) loss_rec_all: 0.2091 (0.2190) loss_rec_sfr: 0.2402 (0.2837) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [00:16:28.205493] Epoch: [251] [ 880/2904] eta: 0:25:43 lr: 0.001971 loss: 0.1845 (0.1930) loss_rec_all: 0.2108 (0.2189) loss_rec_sfr: 0.2555 (0.2834) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [00:16:43.120727] Epoch: [251] [ 900/2904] eta: 0:25:27 lr: 0.001971 loss: 0.1810 (0.1929) loss_rec_all: 0.2073 (0.2188) loss_rec_sfr: 0.2639 (0.2832) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [00:16:58.037870] Epoch: [251] [ 920/2904] eta: 0:25:11 lr: 0.001971 loss: 0.1837 (0.1928) loss_rec_all: 0.2097 (0.2187) loss_rec_sfr: 0.2627 (0.2825) loss_cl: -0.2796 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [00:17:12.952830] Epoch: [251] [ 940/2904] eta: 0:24:55 lr: 0.001971 loss: 0.1810 (0.1927) loss_rec_all: 0.2071 (0.2186) loss_rec_sfr: 0.2588 (0.2825) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [00:17:27.871619] Epoch: [251] [ 960/2904] eta: 0:24:39 lr: 0.001971 loss: 0.1833 (0.1928) loss_rec_all: 0.2092 (0.2187) loss_rec_sfr: 0.2771 (0.2827) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [00:17:42.791320] Epoch: [251] [ 980/2904] eta: 0:24:23 lr: 0.001970 loss: 0.1838 (0.1928) loss_rec_all: 0.2097 (0.2187) loss_rec_sfr: 0.2761 (0.2829) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [00:17:57.706596] Epoch: [251] [1000/2904] eta: 0:24:07 lr: 0.001970 loss: 0.1831 (0.1929) loss_rec_all: 0.2092 (0.2188) loss_rec_sfr: 0.2826 (0.2833) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [00:18:12.614756] Epoch: [251] [1020/2904] eta: 0:23:52 lr: 0.001970 loss: 0.1826 (0.1928) loss_rec_all: 0.2088 (0.2187) loss_rec_sfr: 0.2353 (0.2829) loss_cl: -0.2787 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [00:18:27.530748] Epoch: [251] [1040/2904] eta: 0:23:36 lr: 0.001970 loss: 0.1854 (0.1929) loss_rec_all: 0.2114 (0.2188) loss_rec_sfr: 0.2626 (0.2832) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [00:18:42.451615] Epoch: [251] [1060/2904] eta: 0:23:20 lr: 0.001970 loss: 0.1829 (0.1928) loss_rec_all: 0.2091 (0.2187) loss_rec_sfr: 0.2293 (0.2826) loss_cl: -0.2792 (-0.2789) time: 0.7460 data: 0.0003 max mem: 29860 [00:18:57.368553] Epoch: [251] [1080/2904] eta: 0:23:05 lr: 0.001970 loss: 0.1849 (0.1930) loss_rec_all: 0.2109 (0.2189) loss_rec_sfr: 0.2628 (0.2830) loss_cl: -0.2791 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [00:19:12.280186] Epoch: [251] [1100/2904] eta: 0:22:49 lr: 0.001970 loss: 0.1872 (0.1933) loss_rec_all: 0.2131 (0.2192) loss_rec_sfr: 0.2563 (0.2838) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [00:19:27.196840] Epoch: [251] [1120/2904] eta: 0:22:33 lr: 0.001970 loss: 0.1811 (0.1932) loss_rec_all: 0.2070 (0.2191) loss_rec_sfr: 0.2583 (0.2834) loss_cl: -0.2777 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [00:19:42.111770] Epoch: [251] [1140/2904] eta: 0:22:18 lr: 0.001970 loss: 0.1826 (0.1931) loss_rec_all: 0.2088 (0.2190) loss_rec_sfr: 0.2616 (0.2831) loss_cl: -0.2782 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [00:19:57.025020] Epoch: [251] [1160/2904] eta: 0:22:02 lr: 0.001970 loss: 0.1827 (0.1930) loss_rec_all: 0.2089 (0.2189) loss_rec_sfr: 0.2622 (0.2827) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [00:20:11.942637] Epoch: [251] [1180/2904] eta: 0:21:47 lr: 0.001970 loss: 0.1838 (0.1929) loss_rec_all: 0.2100 (0.2188) loss_rec_sfr: 0.2695 (0.2826) loss_cl: -0.2799 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [00:20:26.862818] Epoch: [251] [1200/2904] eta: 0:21:31 lr: 0.001970 loss: 0.1844 (0.1929) loss_rec_all: 0.2107 (0.2188) loss_rec_sfr: 0.2672 (0.2827) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [00:20:41.787988] Epoch: [251] [1220/2904] eta: 0:21:16 lr: 0.001970 loss: 0.1839 (0.1930) loss_rec_all: 0.2100 (0.2189) loss_rec_sfr: 0.2642 (0.2828) loss_cl: -0.2783 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [00:20:56.711831] Epoch: [251] [1240/2904] eta: 0:21:00 lr: 0.001970 loss: 0.1861 (0.1932) loss_rec_all: 0.2120 (0.2191) loss_rec_sfr: 0.2829 (0.2837) loss_cl: -0.2786 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [00:21:11.632914] Epoch: [251] [1260/2904] eta: 0:20:45 lr: 0.001970 loss: 0.1862 (0.1932) loss_rec_all: 0.2126 (0.2191) loss_rec_sfr: 0.2359 (0.2836) loss_cl: -0.2794 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [00:21:26.547698] Epoch: [251] [1280/2904] eta: 0:20:29 lr: 0.001970 loss: 0.1846 (0.1933) loss_rec_all: 0.2103 (0.2192) loss_rec_sfr: 0.2735 (0.2838) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [00:21:41.463622] Epoch: [251] [1300/2904] eta: 0:20:14 lr: 0.001970 loss: 0.1837 (0.1933) loss_rec_all: 0.2097 (0.2192) loss_rec_sfr: 0.2635 (0.2840) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [00:21:56.383624] Epoch: [251] [1320/2904] eta: 0:19:58 lr: 0.001970 loss: 0.1829 (0.1933) loss_rec_all: 0.2090 (0.2192) loss_rec_sfr: 0.2639 (0.2838) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [00:22:11.304357] Epoch: [251] [1340/2904] eta: 0:19:43 lr: 0.001970 loss: 0.1784 (0.1932) loss_rec_all: 0.2044 (0.2191) loss_rec_sfr: 0.2725 (0.2837) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [00:22:26.219065] Epoch: [251] [1360/2904] eta: 0:19:28 lr: 0.001970 loss: 0.1817 (0.1932) loss_rec_all: 0.2080 (0.2191) loss_rec_sfr: 0.2649 (0.2836) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [00:22:41.134854] Epoch: [251] [1380/2904] eta: 0:19:12 lr: 0.001970 loss: 0.1818 (0.1931) loss_rec_all: 0.2077 (0.2190) loss_rec_sfr: 0.2626 (0.2834) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [00:22:56.050462] Epoch: [251] [1400/2904] eta: 0:18:57 lr: 0.001970 loss: 0.1848 (0.1933) loss_rec_all: 0.2114 (0.2191) loss_rec_sfr: 0.2723 (0.2839) loss_cl: -0.2794 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [00:23:10.968263] Epoch: [251] [1420/2904] eta: 0:18:42 lr: 0.001970 loss: 0.1853 (0.1933) loss_rec_all: 0.2114 (0.2192) loss_rec_sfr: 0.2672 (0.2839) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0005 max mem: 29860 [00:23:25.892540] Epoch: [251] [1440/2904] eta: 0:18:26 lr: 0.001970 loss: 0.1920 (0.1934) loss_rec_all: 0.2183 (0.2193) loss_rec_sfr: 0.2625 (0.2841) loss_cl: -0.2791 (-0.2788) time: 0.7461 data: 0.0004 max mem: 29860 [00:23:40.842348] Epoch: [251] [1460/2904] eta: 0:18:11 lr: 0.001970 loss: 0.1836 (0.1934) loss_rec_all: 0.2096 (0.2193) loss_rec_sfr: 0.2679 (0.2842) loss_cl: -0.2789 (-0.2788) time: 0.7474 data: 0.0003 max mem: 29860 [00:23:55.765225] Epoch: [251] [1480/2904] eta: 0:17:56 lr: 0.001970 loss: 0.1805 (0.1934) loss_rec_all: 0.2064 (0.2193) loss_rec_sfr: 0.2568 (0.2841) loss_cl: -0.2790 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [00:24:10.684701] Epoch: [251] [1500/2904] eta: 0:17:40 lr: 0.001970 loss: 0.1849 (0.1934) loss_rec_all: 0.2111 (0.2193) loss_rec_sfr: 0.2729 (0.2843) loss_cl: -0.2796 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [00:24:25.603726] Epoch: [251] [1520/2904] eta: 0:17:25 lr: 0.001970 loss: 0.1812 (0.1933) loss_rec_all: 0.2074 (0.2192) loss_rec_sfr: 0.2635 (0.2839) loss_cl: -0.2792 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [00:24:40.526046] Epoch: [251] [1540/2904] eta: 0:17:10 lr: 0.001970 loss: 0.1804 (0.1931) loss_rec_all: 0.2065 (0.2190) loss_rec_sfr: 0.2572 (0.2835) loss_cl: -0.2781 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [00:24:55.439996] Epoch: [251] [1560/2904] eta: 0:16:55 lr: 0.001970 loss: 0.1782 (0.1931) loss_rec_all: 0.2042 (0.2190) loss_rec_sfr: 0.2674 (0.2833) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [00:25:10.356262] Epoch: [251] [1580/2904] eta: 0:16:39 lr: 0.001970 loss: 0.1830 (0.1931) loss_rec_all: 0.2093 (0.2190) loss_rec_sfr: 0.2700 (0.2834) loss_cl: -0.2795 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [00:25:25.276360] Epoch: [251] [1600/2904] eta: 0:16:24 lr: 0.001970 loss: 0.1795 (0.1931) loss_rec_all: 0.2056 (0.2190) loss_rec_sfr: 0.2572 (0.2834) loss_cl: -0.2791 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [00:25:40.198659] Epoch: [251] [1620/2904] eta: 0:16:09 lr: 0.001970 loss: 0.1837 (0.1931) loss_rec_all: 0.2095 (0.2190) loss_rec_sfr: 0.2653 (0.2834) loss_cl: -0.2787 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [00:25:55.110387] Epoch: [251] [1640/2904] eta: 0:15:54 lr: 0.001970 loss: 0.1806 (0.1930) loss_rec_all: 0.2068 (0.2189) loss_rec_sfr: 0.2522 (0.2830) loss_cl: -0.2785 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [00:26:10.020477] Epoch: [251] [1660/2904] eta: 0:15:38 lr: 0.001970 loss: 0.1836 (0.1929) loss_rec_all: 0.2095 (0.2188) loss_rec_sfr: 0.2678 (0.2830) loss_cl: -0.2797 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [00:26:24.944717] Epoch: [251] [1680/2904] eta: 0:15:23 lr: 0.001970 loss: 0.1834 (0.1930) loss_rec_all: 0.2096 (0.2189) loss_rec_sfr: 0.2664 (0.2832) loss_cl: -0.2795 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [00:26:39.859504] Epoch: [251] [1700/2904] eta: 0:15:08 lr: 0.001970 loss: 0.1844 (0.1930) loss_rec_all: 0.2107 (0.2189) loss_rec_sfr: 0.2640 (0.2831) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [00:26:54.772536] Epoch: [251] [1720/2904] eta: 0:14:53 lr: 0.001970 loss: 0.1837 (0.1931) loss_rec_all: 0.2097 (0.2190) loss_rec_sfr: 0.2684 (0.2834) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [00:27:09.686157] Epoch: [251] [1740/2904] eta: 0:14:37 lr: 0.001969 loss: 0.1859 (0.1931) loss_rec_all: 0.2120 (0.2190) loss_rec_sfr: 0.2678 (0.2833) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [00:27:24.596920] Epoch: [251] [1760/2904] eta: 0:14:22 lr: 0.001969 loss: 0.1802 (0.1930) loss_rec_all: 0.2064 (0.2189) loss_rec_sfr: 0.2555 (0.2832) loss_cl: -0.2794 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [00:27:39.512448] Epoch: [251] [1780/2904] eta: 0:14:07 lr: 0.001969 loss: 0.1811 (0.1929) loss_rec_all: 0.2070 (0.2188) loss_rec_sfr: 0.2656 (0.2828) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [00:27:54.435602] Epoch: [251] [1800/2904] eta: 0:13:52 lr: 0.001969 loss: 0.1809 (0.1928) loss_rec_all: 0.2072 (0.2187) loss_rec_sfr: 0.2632 (0.2824) loss_cl: -0.2795 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [00:28:09.360812] Epoch: [251] [1820/2904] eta: 0:13:37 lr: 0.001969 loss: 0.1840 (0.1928) loss_rec_all: 0.2103 (0.2187) loss_rec_sfr: 0.2512 (0.2825) loss_cl: -0.2795 (-0.2789) time: 0.7462 data: 0.0004 max mem: 29860 [00:28:24.280569] Epoch: [251] [1840/2904] eta: 0:13:22 lr: 0.001969 loss: 0.1809 (0.1927) loss_rec_all: 0.2068 (0.2186) loss_rec_sfr: 0.2228 (0.2820) loss_cl: -0.2790 (-0.2789) time: 0.7459 data: 0.0004 max mem: 29860 [00:28:39.199667] Epoch: [251] [1860/2904] eta: 0:13:06 lr: 0.001969 loss: 0.1822 (0.1927) loss_rec_all: 0.2085 (0.2187) loss_rec_sfr: 0.2699 (0.2821) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [00:28:54.118609] Epoch: [251] [1880/2904] eta: 0:12:51 lr: 0.001969 loss: 0.1870 (0.1928) loss_rec_all: 0.2130 (0.2187) loss_rec_sfr: 0.2719 (0.2823) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [00:29:09.029656] Epoch: [251] [1900/2904] eta: 0:12:36 lr: 0.001969 loss: 0.1832 (0.1927) loss_rec_all: 0.2096 (0.2186) loss_rec_sfr: 0.2683 (0.2821) loss_cl: -0.2779 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [00:29:23.935548] Epoch: [251] [1920/2904] eta: 0:12:21 lr: 0.001969 loss: 0.1803 (0.1928) loss_rec_all: 0.2066 (0.2187) loss_rec_sfr: 0.2676 (0.2822) loss_cl: -0.2788 (-0.2788) time: 0.7452 data: 0.0003 max mem: 29860 [00:29:38.834887] Epoch: [251] [1940/2904] eta: 0:12:06 lr: 0.001969 loss: 0.1844 (0.1928) loss_rec_all: 0.2108 (0.2187) loss_rec_sfr: 0.2419 (0.2821) loss_cl: -0.2784 (-0.2788) time: 0.7449 data: 0.0005 max mem: 29860 [00:29:53.742598] Epoch: [251] [1960/2904] eta: 0:11:51 lr: 0.001969 loss: 0.1849 (0.1928) loss_rec_all: 0.2107 (0.2187) loss_rec_sfr: 0.2633 (0.2821) loss_cl: -0.2781 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [00:30:08.654224] Epoch: [251] [1980/2904] eta: 0:11:35 lr: 0.001969 loss: 0.1796 (0.1928) loss_rec_all: 0.2055 (0.2187) loss_rec_sfr: 0.2705 (0.2822) loss_cl: -0.2797 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [00:30:23.564007] Epoch: [251] [2000/2904] eta: 0:11:20 lr: 0.001969 loss: 0.1880 (0.1929) loss_rec_all: 0.2141 (0.2188) loss_rec_sfr: 0.2701 (0.2824) loss_cl: -0.2798 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [00:30:38.472475] Epoch: [251] [2020/2904] eta: 0:11:05 lr: 0.001969 loss: 0.1841 (0.1929) loss_rec_all: 0.2105 (0.2188) loss_rec_sfr: 0.2752 (0.2825) loss_cl: -0.2790 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [00:30:53.373761] Epoch: [251] [2040/2904] eta: 0:10:50 lr: 0.001969 loss: 0.1859 (0.1929) loss_rec_all: 0.2117 (0.2188) loss_rec_sfr: 0.2637 (0.2827) loss_cl: -0.2785 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [00:31:08.280511] Epoch: [251] [2060/2904] eta: 0:10:35 lr: 0.001969 loss: 0.1824 (0.1929) loss_rec_all: 0.2085 (0.2188) loss_rec_sfr: 0.2615 (0.2825) loss_cl: -0.2791 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [00:31:23.187349] Epoch: [251] [2080/2904] eta: 0:10:20 lr: 0.001969 loss: 0.1885 (0.1929) loss_rec_all: 0.2144 (0.2189) loss_rec_sfr: 0.2669 (0.2828) loss_cl: -0.2794 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [00:31:38.087507] Epoch: [251] [2100/2904] eta: 0:10:05 lr: 0.001969 loss: 0.1843 (0.1929) loss_rec_all: 0.2105 (0.2188) loss_rec_sfr: 0.2670 (0.2826) loss_cl: -0.2775 (-0.2788) time: 0.7450 data: 0.0003 max mem: 29860 [00:31:53.000192] Epoch: [251] [2120/2904] eta: 0:09:50 lr: 0.001969 loss: 0.1850 (0.1929) loss_rec_all: 0.2110 (0.2188) loss_rec_sfr: 0.2646 (0.2826) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0004 max mem: 29860 [00:32:07.909644] Epoch: [251] [2140/2904] eta: 0:09:35 lr: 0.001969 loss: 0.1834 (0.1929) loss_rec_all: 0.2094 (0.2188) loss_rec_sfr: 0.2671 (0.2826) loss_cl: -0.2797 (-0.2788) time: 0.7454 data: 0.0004 max mem: 29860 [00:32:22.816494] Epoch: [251] [2160/2904] eta: 0:09:19 lr: 0.001969 loss: 0.1814 (0.1929) loss_rec_all: 0.2075 (0.2188) loss_rec_sfr: 0.2539 (0.2826) loss_cl: -0.2786 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [00:32:37.724891] Epoch: [251] [2180/2904] eta: 0:09:04 lr: 0.001969 loss: 0.1847 (0.1929) loss_rec_all: 0.2108 (0.2188) loss_rec_sfr: 0.2683 (0.2828) loss_cl: -0.2790 (-0.2788) time: 0.7454 data: 0.0004 max mem: 29860 [00:32:52.641939] Epoch: [251] [2200/2904] eta: 0:08:49 lr: 0.001969 loss: 0.1795 (0.1929) loss_rec_all: 0.2056 (0.2189) loss_rec_sfr: 0.2351 (0.2828) loss_cl: -0.2795 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [00:33:07.552381] Epoch: [251] [2220/2904] eta: 0:08:34 lr: 0.001969 loss: 0.1892 (0.1930) loss_rec_all: 0.2151 (0.2189) loss_rec_sfr: 0.2839 (0.2832) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [00:33:22.460690] Epoch: [251] [2240/2904] eta: 0:08:19 lr: 0.001969 loss: 0.1797 (0.1931) loss_rec_all: 0.2061 (0.2190) loss_rec_sfr: 0.2644 (0.2831) loss_cl: -0.2781 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [00:33:37.373876] Epoch: [251] [2260/2904] eta: 0:08:04 lr: 0.001969 loss: 0.1818 (0.1930) loss_rec_all: 0.2077 (0.2189) loss_rec_sfr: 0.2710 (0.2832) loss_cl: -0.2781 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [00:33:52.281481] Epoch: [251] [2280/2904] eta: 0:07:49 lr: 0.001969 loss: 0.1853 (0.1930) loss_rec_all: 0.2112 (0.2189) loss_rec_sfr: 0.2624 (0.2831) loss_cl: -0.2790 (-0.2788) time: 0.7453 data: 0.0004 max mem: 29860 [00:34:07.187074] Epoch: [251] [2300/2904] eta: 0:07:34 lr: 0.001969 loss: 0.1815 (0.1930) loss_rec_all: 0.2076 (0.2189) loss_rec_sfr: 0.2699 (0.2831) loss_cl: -0.2788 (-0.2788) time: 0.7452 data: 0.0004 max mem: 29860 [00:34:22.092968] Epoch: [251] [2320/2904] eta: 0:07:19 lr: 0.001969 loss: 0.1931 (0.1931) loss_rec_all: 0.2191 (0.2190) loss_rec_sfr: 0.2744 (0.2835) loss_cl: -0.2790 (-0.2788) time: 0.7452 data: 0.0003 max mem: 29860 [00:34:37.003625] Epoch: [251] [2340/2904] eta: 0:07:04 lr: 0.001969 loss: 0.1836 (0.1931) loss_rec_all: 0.2096 (0.2190) loss_rec_sfr: 0.2755 (0.2836) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [00:34:51.917177] Epoch: [251] [2360/2904] eta: 0:06:49 lr: 0.001969 loss: 0.1817 (0.1931) loss_rec_all: 0.2080 (0.2190) loss_rec_sfr: 0.2618 (0.2836) loss_cl: -0.2800 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [00:35:06.829090] Epoch: [251] [2380/2904] eta: 0:06:34 lr: 0.001969 loss: 0.1825 (0.1931) loss_rec_all: 0.2086 (0.2190) loss_rec_sfr: 0.2688 (0.2835) loss_cl: -0.2796 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [00:35:21.742661] Epoch: [251] [2400/2904] eta: 0:06:18 lr: 0.001969 loss: 0.1836 (0.1931) loss_rec_all: 0.2099 (0.2190) loss_rec_sfr: 0.2381 (0.2834) loss_cl: -0.2784 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [00:35:36.661286] Epoch: [251] [2420/2904] eta: 0:06:03 lr: 0.001969 loss: 0.1872 (0.1932) loss_rec_all: 0.2132 (0.2191) loss_rec_sfr: 0.2700 (0.2837) loss_cl: -0.2779 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [00:35:51.569840] Epoch: [251] [2440/2904] eta: 0:05:48 lr: 0.001969 loss: 0.1819 (0.1932) loss_rec_all: 0.2083 (0.2191) loss_rec_sfr: 0.2651 (0.2838) loss_cl: -0.2789 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [00:36:06.471825] Epoch: [251] [2460/2904] eta: 0:05:33 lr: 0.001969 loss: 0.1817 (0.1932) loss_rec_all: 0.2077 (0.2191) loss_rec_sfr: 0.2677 (0.2838) loss_cl: -0.2792 (-0.2788) time: 0.7451 data: 0.0003 max mem: 29860 [00:36:21.381558] Epoch: [251] [2480/2904] eta: 0:05:18 lr: 0.001969 loss: 0.1820 (0.1932) loss_rec_all: 0.2078 (0.2191) loss_rec_sfr: 0.2698 (0.2838) loss_cl: -0.2787 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [00:36:36.288336] Epoch: [251] [2500/2904] eta: 0:05:03 lr: 0.001968 loss: 0.1860 (0.1932) loss_rec_all: 0.2121 (0.2191) loss_rec_sfr: 0.2689 (0.2838) loss_cl: -0.2784 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [00:36:51.196029] Epoch: [251] [2520/2904] eta: 0:04:48 lr: 0.001968 loss: 0.1830 (0.1933) loss_rec_all: 0.2091 (0.2192) loss_rec_sfr: 0.2734 (0.2840) loss_cl: -0.2792 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [00:37:06.105704] Epoch: [251] [2540/2904] eta: 0:04:33 lr: 0.001968 loss: 0.1858 (0.1933) loss_rec_all: 0.2119 (0.2192) loss_rec_sfr: 0.2632 (0.2841) loss_cl: -0.2794 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [00:37:21.016167] Epoch: [251] [2560/2904] eta: 0:04:18 lr: 0.001968 loss: 0.1860 (0.1933) loss_rec_all: 0.2118 (0.2192) loss_rec_sfr: 0.2642 (0.2840) loss_cl: -0.2791 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [00:37:35.922621] Epoch: [251] [2580/2904] eta: 0:04:03 lr: 0.001968 loss: 0.1859 (0.1933) loss_rec_all: 0.2119 (0.2192) loss_rec_sfr: 0.2700 (0.2840) loss_cl: -0.2788 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [00:37:50.831372] Epoch: [251] [2600/2904] eta: 0:03:48 lr: 0.001968 loss: 0.1835 (0.1933) loss_rec_all: 0.2095 (0.2192) loss_rec_sfr: 0.2647 (0.2840) loss_cl: -0.2781 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [00:38:05.738970] Epoch: [251] [2620/2904] eta: 0:03:33 lr: 0.001968 loss: 0.1846 (0.1933) loss_rec_all: 0.2104 (0.2192) loss_rec_sfr: 0.2647 (0.2842) loss_cl: -0.2789 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [00:38:20.646882] Epoch: [251] [2640/2904] eta: 0:03:18 lr: 0.001968 loss: 0.1826 (0.1933) loss_rec_all: 0.2092 (0.2192) loss_rec_sfr: 0.2712 (0.2842) loss_cl: -0.2792 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [00:38:35.560062] Epoch: [251] [2660/2904] eta: 0:03:03 lr: 0.001968 loss: 0.1845 (0.1933) loss_rec_all: 0.2103 (0.2192) loss_rec_sfr: 0.2694 (0.2841) loss_cl: -0.2783 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [00:38:50.469177] Epoch: [251] [2680/2904] eta: 0:02:48 lr: 0.001968 loss: 0.1809 (0.1933) loss_rec_all: 0.2068 (0.2192) loss_rec_sfr: 0.2663 (0.2840) loss_cl: -0.2788 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [00:39:05.382092] Epoch: [251] [2700/2904] eta: 0:02:33 lr: 0.001968 loss: 0.1815 (0.1932) loss_rec_all: 0.2075 (0.2191) loss_rec_sfr: 0.2612 (0.2839) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [00:39:20.293752] Epoch: [251] [2720/2904] eta: 0:02:18 lr: 0.001968 loss: 0.1841 (0.1932) loss_rec_all: 0.2100 (0.2191) loss_rec_sfr: 0.2588 (0.2838) loss_cl: -0.2792 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [00:39:35.200971] Epoch: [251] [2740/2904] eta: 0:02:03 lr: 0.001968 loss: 0.1827 (0.1933) loss_rec_all: 0.2093 (0.2192) loss_rec_sfr: 0.2745 (0.2840) loss_cl: -0.2787 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [00:39:50.107026] Epoch: [251] [2760/2904] eta: 0:01:48 lr: 0.001968 loss: 0.1836 (0.1933) loss_rec_all: 0.2096 (0.2192) loss_rec_sfr: 0.2732 (0.2840) loss_cl: -0.2782 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [00:40:05.013011] Epoch: [251] [2780/2904] eta: 0:01:33 lr: 0.001968 loss: 0.1851 (0.1933) loss_rec_all: 0.2113 (0.2192) loss_rec_sfr: 0.2675 (0.2841) loss_cl: -0.2788 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [00:40:19.921216] Epoch: [251] [2800/2904] eta: 0:01:18 lr: 0.001968 loss: 0.1839 (0.1933) loss_rec_all: 0.2102 (0.2192) loss_rec_sfr: 0.2634 (0.2840) loss_cl: -0.2791 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [00:40:34.824801] Epoch: [251] [2820/2904] eta: 0:01:03 lr: 0.001968 loss: 0.1873 (0.1934) loss_rec_all: 0.2132 (0.2193) loss_rec_sfr: 0.2836 (0.2843) loss_cl: -0.2785 (-0.2788) time: 0.7451 data: 0.0003 max mem: 29860 [00:40:49.806231] Epoch: [251] [2840/2904] eta: 0:00:48 lr: 0.001968 loss: 0.1912 (0.1935) loss_rec_all: 0.2173 (0.2194) loss_rec_sfr: 0.2718 (0.2846) loss_cl: -0.2791 (-0.2788) time: 0.7490 data: 0.0025 max mem: 29860 [00:41:04.702762] Epoch: [251] [2860/2904] eta: 0:00:33 lr: 0.001968 loss: 0.1812 (0.1935) loss_rec_all: 0.2074 (0.2193) loss_rec_sfr: 0.2487 (0.2845) loss_cl: -0.2785 (-0.2788) time: 0.7448 data: 0.0001 max mem: 29860 [00:41:19.592527] Epoch: [251] [2880/2904] eta: 0:00:18 lr: 0.001968 loss: 0.1841 (0.1935) loss_rec_all: 0.2105 (0.2194) loss_rec_sfr: 0.2719 (0.2847) loss_cl: -0.2784 (-0.2788) time: 0.7444 data: 0.0001 max mem: 29860 [00:41:34.500312] Epoch: [251] [2900/2904] eta: 0:00:03 lr: 0.001968 loss: 0.1870 (0.1935) loss_rec_all: 0.2133 (0.2194) loss_rec_sfr: 0.2682 (0.2847) loss_cl: -0.2787 (-0.2788) time: 0.7453 data: 0.0001 max mem: 29860 [00:41:36.744024] Epoch: [251] [2903/2904] eta: 0:00:00 lr: 0.001968 loss: 0.1874 (0.1935) loss_rec_all: 0.2133 (0.2194) loss_rec_sfr: 0.2682 (0.2847) loss_cl: -0.2788 (-0.2788) time: 0.7454 data: 0.0001 max mem: 29860 [00:41:39.009019] Epoch: [251] Total time: 0:36:22 (0.7516 s / it) [00:41:39.010221] Averaged stats: lr: 0.001968 loss: 0.1874 (0.1953) loss_rec_all: 0.2133 (0.2189) loss_rec_sfr: 0.2682 (0.2824) loss_cl: -0.2788 (-0.2556) [00:41:39.015870] log_dir: ./checkpoint/VF2_ViT-B [00:41:58.692423] Epoch: [252] [ 0/2904] eta: 15:52:13 lr: 0.001968 loss: 0.1743 (0.1743) loss_rec_all: 0.2004 (0.2004) loss_rec_sfr: 0.2754 (0.2754) loss_cl: -0.2795 (-0.2795) time: 19.6742 data: 17.8266 max mem: 29860 [00:42:14.642486] Epoch: [252] [ 20/2904] eta: 1:21:32 lr: 0.001968 loss: 0.1795 (0.1880) loss_rec_all: 0.2061 (0.2141) loss_rec_sfr: 0.2576 (0.2624) loss_cl: -0.2794 (-0.2795) time: 0.7975 data: 0.0002 max mem: 29860 [00:42:29.512227] Epoch: [252] [ 40/2904] eta: 0:58:47 lr: 0.001968 loss: 0.1848 (0.1871) loss_rec_all: 0.2104 (0.2131) loss_rec_sfr: 0.2865 (0.2730) loss_cl: -0.2794 (-0.2795) time: 0.7434 data: 0.0002 max mem: 29860 [00:42:44.389005] Epoch: [252] [ 60/2904] eta: 0:50:47 lr: 0.001968 loss: 0.1800 (0.1848) loss_rec_all: 0.2058 (0.2109) loss_rec_sfr: 0.2617 (0.2661) loss_cl: -0.2786 (-0.2792) time: 0.7438 data: 0.0002 max mem: 29860 [00:42:59.289707] Epoch: [252] [ 80/2904] eta: 0:46:38 lr: 0.001968 loss: 0.1870 (0.1888) loss_rec_all: 0.2129 (0.2148) loss_rec_sfr: 0.2668 (0.2768) loss_cl: -0.2779 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [00:43:14.208241] Epoch: [252] [ 100/2904] eta: 0:44:02 lr: 0.001968 loss: 0.1813 (0.1885) loss_rec_all: 0.2076 (0.2144) loss_rec_sfr: 0.2675 (0.2737) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [00:43:29.127204] Epoch: [252] [ 120/2904] eta: 0:42:13 lr: 0.001968 loss: 0.1832 (0.1879) loss_rec_all: 0.2093 (0.2139) loss_rec_sfr: 0.2670 (0.2727) loss_cl: -0.2797 (-0.2790) time: 0.7459 data: 0.0002 max mem: 29860 [00:43:44.058785] Epoch: [252] [ 140/2904] eta: 0:40:51 lr: 0.001968 loss: 0.1835 (0.1889) loss_rec_all: 0.2098 (0.2148) loss_rec_sfr: 0.2637 (0.2748) loss_cl: -0.2791 (-0.2789) time: 0.7465 data: 0.0003 max mem: 29860 [00:43:59.007000] Epoch: [252] [ 160/2904] eta: 0:39:45 lr: 0.001968 loss: 0.1829 (0.1889) loss_rec_all: 0.2087 (0.2149) loss_rec_sfr: 0.2688 (0.2747) loss_cl: -0.2790 (-0.2789) time: 0.7473 data: 0.0003 max mem: 29860 [00:44:13.972481] Epoch: [252] [ 180/2904] eta: 0:38:51 lr: 0.001968 loss: 0.1821 (0.1904) loss_rec_all: 0.2086 (0.2164) loss_rec_sfr: 0.2689 (0.2803) loss_cl: -0.2783 (-0.2789) time: 0.7482 data: 0.0003 max mem: 29860 [00:44:28.911567] Epoch: [252] [ 200/2904] eta: 0:38:05 lr: 0.001968 loss: 0.1817 (0.1901) loss_rec_all: 0.2082 (0.2161) loss_rec_sfr: 0.2588 (0.2788) loss_cl: -0.2795 (-0.2789) time: 0.7469 data: 0.0002 max mem: 29860 [00:44:43.861053] Epoch: [252] [ 220/2904] eta: 0:37:24 lr: 0.001968 loss: 0.1871 (0.1904) loss_rec_all: 0.2131 (0.2164) loss_rec_sfr: 0.2647 (0.2797) loss_cl: -0.2801 (-0.2790) time: 0.7474 data: 0.0003 max mem: 29860 [00:44:58.782488] Epoch: [252] [ 240/2904] eta: 0:36:48 lr: 0.001968 loss: 0.1876 (0.1911) loss_rec_all: 0.2138 (0.2170) loss_rec_sfr: 0.2716 (0.2823) loss_cl: -0.2790 (-0.2790) time: 0.7460 data: 0.0003 max mem: 29860 [00:45:13.890184] Epoch: [252] [ 260/2904] eta: 0:36:16 lr: 0.001968 loss: 0.1859 (0.1915) loss_rec_all: 0.2122 (0.2174) loss_rec_sfr: 0.2711 (0.2835) loss_cl: -0.2785 (-0.2790) time: 0.7553 data: 0.0003 max mem: 29860 [00:45:28.827299] Epoch: [252] [ 280/2904] eta: 0:35:45 lr: 0.001968 loss: 0.1878 (0.1918) loss_rec_all: 0.2139 (0.2177) loss_rec_sfr: 0.2706 (0.2839) loss_cl: -0.2785 (-0.2789) time: 0.7468 data: 0.0002 max mem: 29860 [00:45:43.816095] Epoch: [252] [ 300/2904] eta: 0:35:17 lr: 0.001968 loss: 0.1810 (0.1921) loss_rec_all: 0.2072 (0.2180) loss_rec_sfr: 0.2761 (0.2849) loss_cl: -0.2788 (-0.2789) time: 0.7494 data: 0.0002 max mem: 29860 [00:45:58.744557] Epoch: [252] [ 320/2904] eta: 0:34:50 lr: 0.001968 loss: 0.1821 (0.1920) loss_rec_all: 0.2083 (0.2179) loss_rec_sfr: 0.2612 (0.2843) loss_cl: -0.2787 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [00:46:13.673580] Epoch: [252] [ 340/2904] eta: 0:34:25 lr: 0.001968 loss: 0.1803 (0.1918) loss_rec_all: 0.2065 (0.2178) loss_rec_sfr: 0.2649 (0.2840) loss_cl: -0.2789 (-0.2789) time: 0.7463 data: 0.0003 max mem: 29860 [00:46:28.584043] Epoch: [252] [ 360/2904] eta: 0:34:00 lr: 0.001967 loss: 0.1778 (0.1914) loss_rec_all: 0.2044 (0.2174) loss_rec_sfr: 0.2289 (0.2818) loss_cl: -0.2790 (-0.2789) time: 0.7455 data: 0.0003 max mem: 29860 [00:46:43.527534] Epoch: [252] [ 380/2904] eta: 0:33:37 lr: 0.001967 loss: 0.1795 (0.1912) loss_rec_all: 0.2058 (0.2171) loss_rec_sfr: 0.2327 (0.2806) loss_cl: -0.2789 (-0.2789) time: 0.7471 data: 0.0002 max mem: 29860 [00:46:58.465161] Epoch: [252] [ 400/2904] eta: 0:33:14 lr: 0.001967 loss: 0.1836 (0.1911) loss_rec_all: 0.2096 (0.2170) loss_rec_sfr: 0.2585 (0.2803) loss_cl: -0.2786 (-0.2789) time: 0.7468 data: 0.0002 max mem: 29860 [00:47:13.400492] Epoch: [252] [ 420/2904] eta: 0:32:52 lr: 0.001967 loss: 0.1816 (0.1911) loss_rec_all: 0.2081 (0.2170) loss_rec_sfr: 0.2588 (0.2798) loss_cl: -0.2788 (-0.2789) time: 0.7467 data: 0.0002 max mem: 29860 [00:47:28.475438] Epoch: [252] [ 440/2904] eta: 0:32:32 lr: 0.001967 loss: 0.1799 (0.1911) loss_rec_all: 0.2058 (0.2170) loss_rec_sfr: 0.2687 (0.2803) loss_cl: -0.2785 (-0.2789) time: 0.7537 data: 0.0002 max mem: 29860 [00:47:43.391842] Epoch: [252] [ 460/2904] eta: 0:32:11 lr: 0.001967 loss: 0.1829 (0.1907) loss_rec_all: 0.2088 (0.2167) loss_rec_sfr: 0.2557 (0.2792) loss_cl: -0.2792 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [00:47:58.315942] Epoch: [252] [ 480/2904] eta: 0:31:51 lr: 0.001967 loss: 0.1833 (0.1907) loss_rec_all: 0.2092 (0.2166) loss_rec_sfr: 0.2699 (0.2792) loss_cl: -0.2793 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [00:48:13.230108] Epoch: [252] [ 500/2904] eta: 0:31:31 lr: 0.001967 loss: 0.1816 (0.1907) loss_rec_all: 0.2078 (0.2166) loss_rec_sfr: 0.2563 (0.2789) loss_cl: -0.2791 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [00:48:28.157190] Epoch: [252] [ 520/2904] eta: 0:31:12 lr: 0.001967 loss: 0.1836 (0.1909) loss_rec_all: 0.2098 (0.2168) loss_rec_sfr: 0.2644 (0.2793) loss_cl: -0.2786 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [00:48:43.084873] Epoch: [252] [ 540/2904] eta: 0:30:52 lr: 0.001967 loss: 0.1814 (0.1909) loss_rec_all: 0.2074 (0.2168) loss_rec_sfr: 0.2329 (0.2790) loss_cl: -0.2796 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [00:48:58.007845] Epoch: [252] [ 560/2904] eta: 0:30:34 lr: 0.001967 loss: 0.1842 (0.1910) loss_rec_all: 0.2106 (0.2169) loss_rec_sfr: 0.2552 (0.2790) loss_cl: -0.2795 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [00:49:12.919258] Epoch: [252] [ 580/2904] eta: 0:30:15 lr: 0.001967 loss: 0.1840 (0.1909) loss_rec_all: 0.2101 (0.2169) loss_rec_sfr: 0.2716 (0.2788) loss_cl: -0.2788 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [00:49:27.847419] Epoch: [252] [ 600/2904] eta: 0:29:57 lr: 0.001967 loss: 0.1806 (0.1910) loss_rec_all: 0.2067 (0.2170) loss_rec_sfr: 0.2296 (0.2787) loss_cl: -0.2790 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [00:49:42.779774] Epoch: [252] [ 620/2904] eta: 0:29:39 lr: 0.001967 loss: 0.1808 (0.1910) loss_rec_all: 0.2072 (0.2169) loss_rec_sfr: 0.2637 (0.2785) loss_cl: -0.2797 (-0.2789) time: 0.7466 data: 0.0002 max mem: 29860 [00:49:57.710129] Epoch: [252] [ 640/2904] eta: 0:29:21 lr: 0.001967 loss: 0.1877 (0.1913) loss_rec_all: 0.2137 (0.2173) loss_rec_sfr: 0.2659 (0.2797) loss_cl: -0.2790 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [00:50:12.634139] Epoch: [252] [ 660/2904] eta: 0:29:03 lr: 0.001967 loss: 0.1837 (0.1915) loss_rec_all: 0.2097 (0.2174) loss_rec_sfr: 0.2552 (0.2800) loss_cl: -0.2794 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [00:50:27.562443] Epoch: [252] [ 680/2904] eta: 0:28:45 lr: 0.001967 loss: 0.1832 (0.1915) loss_rec_all: 0.2091 (0.2174) loss_rec_sfr: 0.2644 (0.2799) loss_cl: -0.2784 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [00:50:42.490764] Epoch: [252] [ 700/2904] eta: 0:28:28 lr: 0.001967 loss: 0.1840 (0.1914) loss_rec_all: 0.2099 (0.2174) loss_rec_sfr: 0.2727 (0.2798) loss_cl: -0.2788 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [00:50:57.416992] Epoch: [252] [ 720/2904] eta: 0:28:11 lr: 0.001967 loss: 0.1837 (0.1914) loss_rec_all: 0.2100 (0.2173) loss_rec_sfr: 0.2641 (0.2797) loss_cl: -0.2791 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [00:51:12.345826] Epoch: [252] [ 740/2904] eta: 0:27:54 lr: 0.001967 loss: 0.1814 (0.1918) loss_rec_all: 0.2075 (0.2177) loss_rec_sfr: 0.2699 (0.2809) loss_cl: -0.2787 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [00:51:27.265439] Epoch: [252] [ 760/2904] eta: 0:27:37 lr: 0.001967 loss: 0.1857 (0.1919) loss_rec_all: 0.2116 (0.2178) loss_rec_sfr: 0.2672 (0.2812) loss_cl: -0.2782 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [00:51:42.201763] Epoch: [252] [ 780/2904] eta: 0:27:20 lr: 0.001967 loss: 0.1781 (0.1917) loss_rec_all: 0.2045 (0.2176) loss_rec_sfr: 0.2257 (0.2807) loss_cl: -0.2782 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [00:51:57.123596] Epoch: [252] [ 800/2904] eta: 0:27:03 lr: 0.001967 loss: 0.1845 (0.1918) loss_rec_all: 0.2106 (0.2177) loss_rec_sfr: 0.2602 (0.2807) loss_cl: -0.2789 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [00:52:12.045823] Epoch: [252] [ 820/2904] eta: 0:26:46 lr: 0.001967 loss: 0.1833 (0.1917) loss_rec_all: 0.2095 (0.2176) loss_rec_sfr: 0.2608 (0.2803) loss_cl: -0.2791 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [00:52:26.957444] Epoch: [252] [ 840/2904] eta: 0:26:30 lr: 0.001967 loss: 0.1828 (0.1918) loss_rec_all: 0.2091 (0.2177) loss_rec_sfr: 0.2629 (0.2805) loss_cl: -0.2792 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [00:52:41.884988] Epoch: [252] [ 860/2904] eta: 0:26:13 lr: 0.001967 loss: 0.1845 (0.1917) loss_rec_all: 0.2105 (0.2176) loss_rec_sfr: 0.2539 (0.2799) loss_cl: -0.2791 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [00:52:56.806938] Epoch: [252] [ 880/2904] eta: 0:25:57 lr: 0.001967 loss: 0.1814 (0.1917) loss_rec_all: 0.2072 (0.2177) loss_rec_sfr: 0.2617 (0.2801) loss_cl: -0.2784 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [00:53:11.721769] Epoch: [252] [ 900/2904] eta: 0:25:40 lr: 0.001967 loss: 0.1787 (0.1917) loss_rec_all: 0.2048 (0.2176) loss_rec_sfr: 0.2323 (0.2797) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [00:53:26.650923] Epoch: [252] [ 920/2904] eta: 0:25:24 lr: 0.001967 loss: 0.1800 (0.1916) loss_rec_all: 0.2063 (0.2175) loss_rec_sfr: 0.2632 (0.2793) loss_cl: -0.2799 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [00:53:41.582620] Epoch: [252] [ 940/2904] eta: 0:25:07 lr: 0.001967 loss: 0.1839 (0.1917) loss_rec_all: 0.2101 (0.2176) loss_rec_sfr: 0.2650 (0.2797) loss_cl: -0.2802 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [00:53:56.507987] Epoch: [252] [ 960/2904] eta: 0:24:51 lr: 0.001967 loss: 0.1831 (0.1917) loss_rec_all: 0.2091 (0.2176) loss_rec_sfr: 0.2679 (0.2795) loss_cl: -0.2798 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [00:54:11.429952] Epoch: [252] [ 980/2904] eta: 0:24:35 lr: 0.001967 loss: 0.1822 (0.1919) loss_rec_all: 0.2080 (0.2178) loss_rec_sfr: 0.2711 (0.2800) loss_cl: -0.2787 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [00:54:26.352257] Epoch: [252] [1000/2904] eta: 0:24:19 lr: 0.001967 loss: 0.1829 (0.1919) loss_rec_all: 0.2089 (0.2178) loss_rec_sfr: 0.2691 (0.2801) loss_cl: -0.2788 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [00:54:41.272406] Epoch: [252] [1020/2904] eta: 0:24:03 lr: 0.001967 loss: 0.1852 (0.1920) loss_rec_all: 0.2112 (0.2179) loss_rec_sfr: 0.2659 (0.2804) loss_cl: -0.2779 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [00:54:56.205140] Epoch: [252] [1040/2904] eta: 0:23:47 lr: 0.001967 loss: 0.1827 (0.1920) loss_rec_all: 0.2086 (0.2180) loss_rec_sfr: 0.2599 (0.2805) loss_cl: -0.2778 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [00:55:11.146125] Epoch: [252] [1060/2904] eta: 0:23:31 lr: 0.001967 loss: 0.1829 (0.1919) loss_rec_all: 0.2092 (0.2179) loss_rec_sfr: 0.2669 (0.2804) loss_cl: -0.2774 (-0.2788) time: 0.7470 data: 0.0002 max mem: 29860 [00:55:26.084685] Epoch: [252] [1080/2904] eta: 0:23:15 lr: 0.001967 loss: 0.1806 (0.1919) loss_rec_all: 0.2072 (0.2178) loss_rec_sfr: 0.2654 (0.2801) loss_cl: -0.2794 (-0.2788) time: 0.7469 data: 0.0002 max mem: 29860 [00:55:41.009499] Epoch: [252] [1100/2904] eta: 0:22:59 lr: 0.001967 loss: 0.1794 (0.1918) loss_rec_all: 0.2057 (0.2177) loss_rec_sfr: 0.2639 (0.2799) loss_cl: -0.2797 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [00:55:55.952361] Epoch: [252] [1120/2904] eta: 0:22:43 lr: 0.001966 loss: 0.1856 (0.1918) loss_rec_all: 0.2116 (0.2177) loss_rec_sfr: 0.2603 (0.2797) loss_cl: -0.2795 (-0.2788) time: 0.7471 data: 0.0002 max mem: 29860 [00:56:10.907478] Epoch: [252] [1140/2904] eta: 0:22:27 lr: 0.001966 loss: 0.1800 (0.1916) loss_rec_all: 0.2061 (0.2176) loss_rec_sfr: 0.2315 (0.2791) loss_cl: -0.2786 (-0.2788) time: 0.7477 data: 0.0002 max mem: 29860 [00:56:25.834675] Epoch: [252] [1160/2904] eta: 0:22:12 lr: 0.001966 loss: 0.1811 (0.1916) loss_rec_all: 0.2077 (0.2175) loss_rec_sfr: 0.2523 (0.2789) loss_cl: -0.2792 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [00:56:40.763574] Epoch: [252] [1180/2904] eta: 0:21:56 lr: 0.001966 loss: 0.1850 (0.1917) loss_rec_all: 0.2111 (0.2176) loss_rec_sfr: 0.2690 (0.2792) loss_cl: -0.2790 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [00:56:55.691190] Epoch: [252] [1200/2904] eta: 0:21:40 lr: 0.001966 loss: 0.1824 (0.1917) loss_rec_all: 0.2087 (0.2177) loss_rec_sfr: 0.2655 (0.2794) loss_cl: -0.2789 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [00:57:10.620389] Epoch: [252] [1220/2904] eta: 0:21:24 lr: 0.001966 loss: 0.1836 (0.1917) loss_rec_all: 0.2099 (0.2177) loss_rec_sfr: 0.2677 (0.2793) loss_cl: -0.2791 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [00:57:25.547503] Epoch: [252] [1240/2904] eta: 0:21:09 lr: 0.001966 loss: 0.1833 (0.1917) loss_rec_all: 0.2094 (0.2176) loss_rec_sfr: 0.2537 (0.2789) loss_cl: -0.2790 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [00:57:40.473086] Epoch: [252] [1260/2904] eta: 0:20:53 lr: 0.001966 loss: 0.1813 (0.1917) loss_rec_all: 0.2074 (0.2176) loss_rec_sfr: 0.2720 (0.2790) loss_cl: -0.2795 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [00:57:55.406850] Epoch: [252] [1280/2904] eta: 0:20:37 lr: 0.001966 loss: 0.1836 (0.1918) loss_rec_all: 0.2097 (0.2177) loss_rec_sfr: 0.2709 (0.2794) loss_cl: -0.2775 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [00:58:10.327846] Epoch: [252] [1300/2904] eta: 0:20:22 lr: 0.001966 loss: 0.1826 (0.1918) loss_rec_all: 0.2090 (0.2177) loss_rec_sfr: 0.2635 (0.2794) loss_cl: -0.2780 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [00:58:25.247577] Epoch: [252] [1320/2904] eta: 0:20:06 lr: 0.001966 loss: 0.1791 (0.1920) loss_rec_all: 0.2052 (0.2179) loss_rec_sfr: 0.2788 (0.2799) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [00:58:40.166585] Epoch: [252] [1340/2904] eta: 0:19:50 lr: 0.001966 loss: 0.1820 (0.1920) loss_rec_all: 0.2080 (0.2179) loss_rec_sfr: 0.2286 (0.2796) loss_cl: -0.2797 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [00:58:55.085948] Epoch: [252] [1360/2904] eta: 0:19:35 lr: 0.001966 loss: 0.1817 (0.1920) loss_rec_all: 0.2081 (0.2179) loss_rec_sfr: 0.2358 (0.2796) loss_cl: -0.2794 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [00:59:10.009769] Epoch: [252] [1380/2904] eta: 0:19:19 lr: 0.001966 loss: 0.1825 (0.1919) loss_rec_all: 0.2083 (0.2179) loss_rec_sfr: 0.2664 (0.2795) loss_cl: -0.2788 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [00:59:24.933407] Epoch: [252] [1400/2904] eta: 0:19:04 lr: 0.001966 loss: 0.1850 (0.1920) loss_rec_all: 0.2109 (0.2180) loss_rec_sfr: 0.2785 (0.2800) loss_cl: -0.2776 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [00:59:39.861365] Epoch: [252] [1420/2904] eta: 0:18:48 lr: 0.001966 loss: 0.1825 (0.1920) loss_rec_all: 0.2085 (0.2180) loss_rec_sfr: 0.2713 (0.2800) loss_cl: -0.2792 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [00:59:54.783497] Epoch: [252] [1440/2904] eta: 0:18:33 lr: 0.001966 loss: 0.1849 (0.1920) loss_rec_all: 0.2107 (0.2179) loss_rec_sfr: 0.2653 (0.2801) loss_cl: -0.2792 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [01:00:09.717700] Epoch: [252] [1460/2904] eta: 0:18:17 lr: 0.001966 loss: 0.1864 (0.1920) loss_rec_all: 0.2124 (0.2180) loss_rec_sfr: 0.2644 (0.2802) loss_cl: -0.2786 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [01:00:24.641875] Epoch: [252] [1480/2904] eta: 0:18:02 lr: 0.001966 loss: 0.1839 (0.1920) loss_rec_all: 0.2102 (0.2179) loss_rec_sfr: 0.2617 (0.2801) loss_cl: -0.2781 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [01:00:39.565467] Epoch: [252] [1500/2904] eta: 0:17:46 lr: 0.001966 loss: 0.1811 (0.1919) loss_rec_all: 0.2078 (0.2178) loss_rec_sfr: 0.2482 (0.2798) loss_cl: -0.2802 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [01:00:54.487952] Epoch: [252] [1520/2904] eta: 0:17:31 lr: 0.001966 loss: 0.1846 (0.1920) loss_rec_all: 0.2105 (0.2179) loss_rec_sfr: 0.2674 (0.2800) loss_cl: -0.2800 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [01:01:09.407274] Epoch: [252] [1540/2904] eta: 0:17:15 lr: 0.001966 loss: 0.1813 (0.1921) loss_rec_all: 0.2073 (0.2180) loss_rec_sfr: 0.2644 (0.2802) loss_cl: -0.2781 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [01:01:24.330471] Epoch: [252] [1560/2904] eta: 0:17:00 lr: 0.001966 loss: 0.1832 (0.1920) loss_rec_all: 0.2092 (0.2179) loss_rec_sfr: 0.2658 (0.2801) loss_cl: -0.2780 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [01:01:39.248812] Epoch: [252] [1580/2904] eta: 0:16:45 lr: 0.001966 loss: 0.1820 (0.1921) loss_rec_all: 0.2085 (0.2180) loss_rec_sfr: 0.2595 (0.2803) loss_cl: -0.2797 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [01:01:54.165153] Epoch: [252] [1600/2904] eta: 0:16:29 lr: 0.001966 loss: 0.1846 (0.1920) loss_rec_all: 0.2109 (0.2179) loss_rec_sfr: 0.2583 (0.2800) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [01:02:09.086957] Epoch: [252] [1620/2904] eta: 0:16:14 lr: 0.001966 loss: 0.1807 (0.1921) loss_rec_all: 0.2067 (0.2180) loss_rec_sfr: 0.2706 (0.2801) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [01:02:24.010756] Epoch: [252] [1640/2904] eta: 0:15:58 lr: 0.001966 loss: 0.1875 (0.1922) loss_rec_all: 0.2132 (0.2181) loss_rec_sfr: 0.2784 (0.2807) loss_cl: -0.2776 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [01:02:38.927178] Epoch: [252] [1660/2904] eta: 0:15:43 lr: 0.001966 loss: 0.1839 (0.1923) loss_rec_all: 0.2098 (0.2182) loss_rec_sfr: 0.2694 (0.2809) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [01:02:53.847659] Epoch: [252] [1680/2904] eta: 0:15:28 lr: 0.001966 loss: 0.1850 (0.1924) loss_rec_all: 0.2109 (0.2183) loss_rec_sfr: 0.2552 (0.2811) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [01:03:08.773877] Epoch: [252] [1700/2904] eta: 0:15:12 lr: 0.001966 loss: 0.1820 (0.1923) loss_rec_all: 0.2080 (0.2182) loss_rec_sfr: 0.2644 (0.2808) loss_cl: -0.2794 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [01:03:23.713283] Epoch: [252] [1720/2904] eta: 0:14:57 lr: 0.001966 loss: 0.1828 (0.1924) loss_rec_all: 0.2087 (0.2183) loss_rec_sfr: 0.2743 (0.2813) loss_cl: -0.2792 (-0.2788) time: 0.7469 data: 0.0002 max mem: 29860 [01:03:38.638417] Epoch: [252] [1740/2904] eta: 0:14:42 lr: 0.001966 loss: 0.1817 (0.1924) loss_rec_all: 0.2076 (0.2183) loss_rec_sfr: 0.2674 (0.2812) loss_cl: -0.2784 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [01:03:53.563155] Epoch: [252] [1760/2904] eta: 0:14:26 lr: 0.001966 loss: 0.1813 (0.1924) loss_rec_all: 0.2075 (0.2183) loss_rec_sfr: 0.2650 (0.2813) loss_cl: -0.2786 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [01:04:08.483662] Epoch: [252] [1780/2904] eta: 0:14:11 lr: 0.001966 loss: 0.1850 (0.1924) loss_rec_all: 0.2115 (0.2183) loss_rec_sfr: 0.2612 (0.2813) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [01:04:23.402238] Epoch: [252] [1800/2904] eta: 0:13:56 lr: 0.001966 loss: 0.1809 (0.1924) loss_rec_all: 0.2068 (0.2183) loss_rec_sfr: 0.2754 (0.2815) loss_cl: -0.2795 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [01:04:38.322600] Epoch: [252] [1820/2904] eta: 0:13:41 lr: 0.001966 loss: 0.1805 (0.1924) loss_rec_all: 0.2068 (0.2183) loss_rec_sfr: 0.2624 (0.2814) loss_cl: -0.2776 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [01:04:53.241537] Epoch: [252] [1840/2904] eta: 0:13:25 lr: 0.001966 loss: 0.1797 (0.1924) loss_rec_all: 0.2056 (0.2183) loss_rec_sfr: 0.2586 (0.2813) loss_cl: -0.2804 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [01:05:08.161304] Epoch: [252] [1860/2904] eta: 0:13:10 lr: 0.001966 loss: 0.1798 (0.1923) loss_rec_all: 0.2061 (0.2182) loss_rec_sfr: 0.2247 (0.2810) loss_cl: -0.2794 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [01:05:23.078267] Epoch: [252] [1880/2904] eta: 0:12:55 lr: 0.001965 loss: 0.1825 (0.1922) loss_rec_all: 0.2086 (0.2181) loss_rec_sfr: 0.2638 (0.2807) loss_cl: -0.2777 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [01:05:37.999167] Epoch: [252] [1900/2904] eta: 0:12:39 lr: 0.001965 loss: 0.1827 (0.1922) loss_rec_all: 0.2089 (0.2181) loss_rec_sfr: 0.2545 (0.2806) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [01:05:52.918581] Epoch: [252] [1920/2904] eta: 0:12:24 lr: 0.001965 loss: 0.1804 (0.1922) loss_rec_all: 0.2065 (0.2181) loss_rec_sfr: 0.2258 (0.2803) loss_cl: -0.2795 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [01:06:07.836207] Epoch: [252] [1940/2904] eta: 0:12:09 lr: 0.001965 loss: 0.1882 (0.1922) loss_rec_all: 0.2144 (0.2181) loss_rec_sfr: 0.2669 (0.2804) loss_cl: -0.2795 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [01:06:22.765941] Epoch: [252] [1960/2904] eta: 0:11:54 lr: 0.001965 loss: 0.1820 (0.1922) loss_rec_all: 0.2082 (0.2181) loss_rec_sfr: 0.2607 (0.2803) loss_cl: -0.2787 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [01:06:37.703219] Epoch: [252] [1980/2904] eta: 0:11:38 lr: 0.001965 loss: 0.1816 (0.1922) loss_rec_all: 0.2077 (0.2181) loss_rec_sfr: 0.2617 (0.2803) loss_cl: -0.2786 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [01:06:52.627641] Epoch: [252] [2000/2904] eta: 0:11:23 lr: 0.001965 loss: 0.1807 (0.1922) loss_rec_all: 0.2065 (0.2181) loss_rec_sfr: 0.2660 (0.2803) loss_cl: -0.2779 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [01:07:07.539280] Epoch: [252] [2020/2904] eta: 0:11:08 lr: 0.001965 loss: 0.1829 (0.1922) loss_rec_all: 0.2088 (0.2181) loss_rec_sfr: 0.2608 (0.2801) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [01:07:22.457098] Epoch: [252] [2040/2904] eta: 0:10:53 lr: 0.001965 loss: 0.1853 (0.1922) loss_rec_all: 0.2117 (0.2181) loss_rec_sfr: 0.2594 (0.2802) loss_cl: -0.2780 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [01:07:37.370903] Epoch: [252] [2060/2904] eta: 0:10:38 lr: 0.001965 loss: 0.1819 (0.1922) loss_rec_all: 0.2080 (0.2181) loss_rec_sfr: 0.2741 (0.2803) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [01:07:52.284007] Epoch: [252] [2080/2904] eta: 0:10:22 lr: 0.001965 loss: 0.1865 (0.1922) loss_rec_all: 0.2129 (0.2182) loss_rec_sfr: 0.2618 (0.2803) loss_cl: -0.2802 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [01:08:07.199690] Epoch: [252] [2100/2904] eta: 0:10:07 lr: 0.001965 loss: 0.1865 (0.1922) loss_rec_all: 0.2128 (0.2182) loss_rec_sfr: 0.2642 (0.2802) loss_cl: -0.2781 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [01:08:22.113438] Epoch: [252] [2120/2904] eta: 0:09:52 lr: 0.001965 loss: 0.1856 (0.1923) loss_rec_all: 0.2117 (0.2182) loss_rec_sfr: 0.2613 (0.2804) loss_cl: -0.2782 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [01:08:37.025319] Epoch: [252] [2140/2904] eta: 0:09:37 lr: 0.001965 loss: 0.1838 (0.1923) loss_rec_all: 0.2097 (0.2182) loss_rec_sfr: 0.2615 (0.2802) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [01:08:51.934597] Epoch: [252] [2160/2904] eta: 0:09:22 lr: 0.001965 loss: 0.1854 (0.1923) loss_rec_all: 0.2113 (0.2182) loss_rec_sfr: 0.2697 (0.2805) loss_cl: -0.2791 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [01:09:06.854527] Epoch: [252] [2180/2904] eta: 0:09:06 lr: 0.001965 loss: 0.1852 (0.1925) loss_rec_all: 0.2111 (0.2184) loss_rec_sfr: 0.2881 (0.2811) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [01:09:21.783853] Epoch: [252] [2200/2904] eta: 0:08:51 lr: 0.001965 loss: 0.1869 (0.1925) loss_rec_all: 0.2130 (0.2184) loss_rec_sfr: 0.2693 (0.2811) loss_cl: -0.2788 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [01:09:36.713613] Epoch: [252] [2220/2904] eta: 0:08:36 lr: 0.001965 loss: 0.1882 (0.1926) loss_rec_all: 0.2140 (0.2185) loss_rec_sfr: 0.2770 (0.2814) loss_cl: -0.2787 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [01:09:51.634373] Epoch: [252] [2240/2904] eta: 0:08:21 lr: 0.001965 loss: 0.1831 (0.1925) loss_rec_all: 0.2093 (0.2184) loss_rec_sfr: 0.2608 (0.2812) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [01:10:06.557439] Epoch: [252] [2260/2904] eta: 0:08:06 lr: 0.001965 loss: 0.1948 (0.1927) loss_rec_all: 0.2209 (0.2186) loss_rec_sfr: 0.2809 (0.2817) loss_cl: -0.2778 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [01:10:21.470063] Epoch: [252] [2280/2904] eta: 0:07:51 lr: 0.001965 loss: 0.1820 (0.1926) loss_rec_all: 0.2080 (0.2185) loss_rec_sfr: 0.2587 (0.2815) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [01:10:36.381662] Epoch: [252] [2300/2904] eta: 0:07:36 lr: 0.001965 loss: 0.1833 (0.1927) loss_rec_all: 0.2095 (0.2186) loss_rec_sfr: 0.2753 (0.2819) loss_cl: -0.2793 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [01:10:51.300406] Epoch: [252] [2320/2904] eta: 0:07:20 lr: 0.001965 loss: 0.1833 (0.1927) loss_rec_all: 0.2093 (0.2186) loss_rec_sfr: 0.2614 (0.2820) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [01:11:06.221224] Epoch: [252] [2340/2904] eta: 0:07:05 lr: 0.001965 loss: 0.1833 (0.1927) loss_rec_all: 0.2094 (0.2186) loss_rec_sfr: 0.2519 (0.2819) loss_cl: -0.2795 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [01:11:21.126473] Epoch: [252] [2360/2904] eta: 0:06:50 lr: 0.001965 loss: 0.1784 (0.1927) loss_rec_all: 0.2044 (0.2186) loss_rec_sfr: 0.2668 (0.2818) loss_cl: -0.2790 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [01:11:36.048348] Epoch: [252] [2380/2904] eta: 0:06:35 lr: 0.001965 loss: 0.1833 (0.1927) loss_rec_all: 0.2095 (0.2186) loss_rec_sfr: 0.2641 (0.2819) loss_cl: -0.2783 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [01:11:50.962110] Epoch: [252] [2400/2904] eta: 0:06:20 lr: 0.001965 loss: 0.1849 (0.1928) loss_rec_all: 0.2109 (0.2187) loss_rec_sfr: 0.2730 (0.2821) loss_cl: -0.2793 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [01:12:05.886419] Epoch: [252] [2420/2904] eta: 0:06:05 lr: 0.001965 loss: 0.1961 (0.1929) loss_rec_all: 0.2222 (0.2188) loss_rec_sfr: 0.2681 (0.2823) loss_cl: -0.2797 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [01:12:20.791275] Epoch: [252] [2440/2904] eta: 0:05:50 lr: 0.001965 loss: 0.1816 (0.1928) loss_rec_all: 0.2080 (0.2188) loss_rec_sfr: 0.2384 (0.2822) loss_cl: -0.2796 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [01:12:35.708866] Epoch: [252] [2460/2904] eta: 0:05:34 lr: 0.001965 loss: 0.1835 (0.1928) loss_rec_all: 0.2095 (0.2187) loss_rec_sfr: 0.2620 (0.2820) loss_cl: -0.2782 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [01:12:50.618102] Epoch: [252] [2480/2904] eta: 0:05:19 lr: 0.001965 loss: 0.1822 (0.1928) loss_rec_all: 0.2082 (0.2187) loss_rec_sfr: 0.2633 (0.2820) loss_cl: -0.2781 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [01:13:05.540775] Epoch: [252] [2500/2904] eta: 0:05:04 lr: 0.001965 loss: 0.1859 (0.1929) loss_rec_all: 0.2123 (0.2188) loss_rec_sfr: 0.2720 (0.2823) loss_cl: -0.2783 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [01:13:20.462088] Epoch: [252] [2520/2904] eta: 0:04:49 lr: 0.001965 loss: 0.1840 (0.1929) loss_rec_all: 0.2099 (0.2188) loss_rec_sfr: 0.2556 (0.2822) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [01:13:35.390509] Epoch: [252] [2540/2904] eta: 0:04:34 lr: 0.001965 loss: 0.1850 (0.1929) loss_rec_all: 0.2112 (0.2188) loss_rec_sfr: 0.2655 (0.2823) loss_cl: -0.2804 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [01:13:50.300871] Epoch: [252] [2560/2904] eta: 0:04:19 lr: 0.001965 loss: 0.1826 (0.1929) loss_rec_all: 0.2084 (0.2188) loss_rec_sfr: 0.2692 (0.2822) loss_cl: -0.2799 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [01:14:05.222025] Epoch: [252] [2580/2904] eta: 0:04:04 lr: 0.001965 loss: 0.1802 (0.1928) loss_rec_all: 0.2063 (0.2187) loss_rec_sfr: 0.2536 (0.2821) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [01:14:20.141954] Epoch: [252] [2600/2904] eta: 0:03:49 lr: 0.001965 loss: 0.1816 (0.1928) loss_rec_all: 0.2076 (0.2187) loss_rec_sfr: 0.2601 (0.2819) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [01:14:35.058562] Epoch: [252] [2620/2904] eta: 0:03:34 lr: 0.001965 loss: 0.1824 (0.1928) loss_rec_all: 0.2084 (0.2187) loss_rec_sfr: 0.2646 (0.2819) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [01:14:49.965991] Epoch: [252] [2640/2904] eta: 0:03:19 lr: 0.001964 loss: 0.1802 (0.1927) loss_rec_all: 0.2064 (0.2186) loss_rec_sfr: 0.2640 (0.2818) loss_cl: -0.2789 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [01:15:04.877862] Epoch: [252] [2660/2904] eta: 0:03:03 lr: 0.001964 loss: 0.1841 (0.1927) loss_rec_all: 0.2101 (0.2186) loss_rec_sfr: 0.2655 (0.2818) loss_cl: -0.2784 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [01:15:19.783042] Epoch: [252] [2680/2904] eta: 0:02:48 lr: 0.001964 loss: 0.1806 (0.1927) loss_rec_all: 0.2068 (0.2186) loss_rec_sfr: 0.2648 (0.2817) loss_cl: -0.2801 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [01:15:34.688362] Epoch: [252] [2700/2904] eta: 0:02:33 lr: 0.001964 loss: 0.1839 (0.1927) loss_rec_all: 0.2104 (0.2186) loss_rec_sfr: 0.2625 (0.2816) loss_cl: -0.2794 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [01:15:49.593717] Epoch: [252] [2720/2904] eta: 0:02:18 lr: 0.001964 loss: 0.1810 (0.1926) loss_rec_all: 0.2073 (0.2185) loss_rec_sfr: 0.2522 (0.2814) loss_cl: -0.2786 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [01:16:04.496862] Epoch: [252] [2740/2904] eta: 0:02:03 lr: 0.001964 loss: 0.1806 (0.1926) loss_rec_all: 0.2062 (0.2185) loss_rec_sfr: 0.2623 (0.2813) loss_cl: -0.2781 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [01:16:19.399752] Epoch: [252] [2760/2904] eta: 0:01:48 lr: 0.001964 loss: 0.1851 (0.1926) loss_rec_all: 0.2111 (0.2185) loss_rec_sfr: 0.2754 (0.2813) loss_cl: -0.2793 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [01:16:34.314416] Epoch: [252] [2780/2904] eta: 0:01:33 lr: 0.001964 loss: 0.1821 (0.1926) loss_rec_all: 0.2083 (0.2185) loss_rec_sfr: 0.2276 (0.2813) loss_cl: -0.2794 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [01:16:49.232140] Epoch: [252] [2800/2904] eta: 0:01:18 lr: 0.001964 loss: 0.1845 (0.1926) loss_rec_all: 0.2108 (0.2185) loss_rec_sfr: 0.2706 (0.2813) loss_cl: -0.2793 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [01:17:04.141650] Epoch: [252] [2820/2904] eta: 0:01:03 lr: 0.001964 loss: 0.1824 (0.1926) loss_rec_all: 0.2089 (0.2185) loss_rec_sfr: 0.2665 (0.2814) loss_cl: -0.2795 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [01:17:19.081609] Epoch: [252] [2840/2904] eta: 0:00:48 lr: 0.001964 loss: 0.1853 (0.1927) loss_rec_all: 0.2113 (0.2186) loss_rec_sfr: 0.2669 (0.2815) loss_cl: -0.2791 (-0.2788) time: 0.7470 data: 0.0023 max mem: 29860 [01:17:33.972405] Epoch: [252] [2860/2904] eta: 0:00:33 lr: 0.001964 loss: 0.1809 (0.1926) loss_rec_all: 0.2069 (0.2185) loss_rec_sfr: 0.2630 (0.2815) loss_cl: -0.2783 (-0.2788) time: 0.7445 data: 0.0001 max mem: 29860 [01:17:48.859452] Epoch: [252] [2880/2904] eta: 0:00:18 lr: 0.001964 loss: 0.1827 (0.1927) loss_rec_all: 0.2091 (0.2186) loss_rec_sfr: 0.2700 (0.2816) loss_cl: -0.2784 (-0.2788) time: 0.7443 data: 0.0001 max mem: 29860 [01:18:03.752970] Epoch: [252] [2900/2904] eta: 0:00:03 lr: 0.001964 loss: 0.1814 (0.1927) loss_rec_all: 0.2079 (0.2186) loss_rec_sfr: 0.2644 (0.2816) loss_cl: -0.2791 (-0.2788) time: 0.7446 data: 0.0001 max mem: 29860 [01:18:05.992673] Epoch: [252] [2903/2904] eta: 0:00:00 lr: 0.001964 loss: 0.1814 (0.1927) loss_rec_all: 0.2079 (0.2186) loss_rec_sfr: 0.2639 (0.2816) loss_cl: -0.2792 (-0.2788) time: 0.7446 data: 0.0001 max mem: 29860 [01:18:08.289564] Epoch: [252] Total time: 0:36:29 (0.7539 s / it) [01:18:08.295528] Averaged stats: lr: 0.001964 loss: 0.1814 (0.1957) loss_rec_all: 0.2079 (0.2193) loss_rec_sfr: 0.2639 (0.2840) loss_cl: -0.2792 (-0.2556) [01:18:08.300785] log_dir: ./checkpoint/VF2_ViT-B [01:18:26.435506] Epoch: [253] [ 0/2904] eta: 14:37:41 lr: 0.001964 loss: 0.1850 (0.1850) loss_rec_all: 0.2112 (0.2112) loss_rec_sfr: 0.2356 (0.2356) loss_cl: -0.2788 (-0.2788) time: 18.1341 data: 17.4032 max mem: 29860 [01:18:41.952125] Epoch: [253] [ 20/2904] eta: 1:17:01 lr: 0.001964 loss: 0.1844 (0.1908) loss_rec_all: 0.2102 (0.2168) loss_rec_sfr: 0.2556 (0.2749) loss_cl: -0.2784 (-0.2786) time: 0.7758 data: 0.0002 max mem: 29860 [01:18:56.831157] Epoch: [253] [ 40/2904] eta: 0:56:29 lr: 0.001964 loss: 0.1831 (0.1909) loss_rec_all: 0.2092 (0.2168) loss_rec_sfr: 0.2590 (0.2775) loss_cl: -0.2788 (-0.2788) time: 0.7439 data: 0.0002 max mem: 29860 [01:19:11.712071] Epoch: [253] [ 60/2904] eta: 0:49:16 lr: 0.001964 loss: 0.1884 (0.1960) loss_rec_all: 0.2146 (0.2218) loss_rec_sfr: 0.2744 (0.2927) loss_cl: -0.2790 (-0.2787) time: 0.7440 data: 0.0002 max mem: 29860 [01:19:26.605442] Epoch: [253] [ 80/2904] eta: 0:45:29 lr: 0.001964 loss: 0.1813 (0.1958) loss_rec_all: 0.2075 (0.2217) loss_rec_sfr: 0.2744 (0.2952) loss_cl: -0.2789 (-0.2788) time: 0.7446 data: 0.0002 max mem: 29860 [01:19:41.495713] Epoch: [253] [ 100/2904] eta: 0:43:07 lr: 0.001964 loss: 0.1838 (0.1968) loss_rec_all: 0.2096 (0.2225) loss_rec_sfr: 0.2707 (0.2989) loss_cl: -0.2787 (-0.2788) time: 0.7445 data: 0.0002 max mem: 29860 [01:19:56.400036] Epoch: [253] [ 120/2904] eta: 0:41:27 lr: 0.001964 loss: 0.1896 (0.1991) loss_rec_all: 0.2157 (0.2248) loss_rec_sfr: 0.2774 (0.3064) loss_cl: -0.2786 (-0.2787) time: 0.7452 data: 0.0002 max mem: 29860 [01:20:11.319637] Epoch: [253] [ 140/2904] eta: 0:40:11 lr: 0.001964 loss: 0.1823 (0.1987) loss_rec_all: 0.2086 (0.2244) loss_rec_sfr: 0.2323 (0.3033) loss_cl: -0.2789 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [01:20:26.235463] Epoch: [253] [ 160/2904] eta: 0:39:10 lr: 0.001964 loss: 0.1822 (0.1978) loss_rec_all: 0.2080 (0.2235) loss_rec_sfr: 0.2729 (0.3015) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [01:20:41.145985] Epoch: [253] [ 180/2904] eta: 0:38:20 lr: 0.001964 loss: 0.1837 (0.1977) loss_rec_all: 0.2097 (0.2235) loss_rec_sfr: 0.2624 (0.3003) loss_cl: -0.2777 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [01:20:56.057736] Epoch: [253] [ 200/2904] eta: 0:37:36 lr: 0.001964 loss: 0.1822 (0.1971) loss_rec_all: 0.2085 (0.2229) loss_rec_sfr: 0.2549 (0.2977) loss_cl: -0.2790 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [01:21:10.966372] Epoch: [253] [ 220/2904] eta: 0:36:58 lr: 0.001964 loss: 0.1822 (0.1966) loss_rec_all: 0.2081 (0.2224) loss_rec_sfr: 0.2760 (0.2963) loss_cl: -0.2793 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [01:21:25.882320] Epoch: [253] [ 240/2904] eta: 0:36:23 lr: 0.001964 loss: 0.1787 (0.1959) loss_rec_all: 0.2050 (0.2217) loss_rec_sfr: 0.2315 (0.2936) loss_cl: -0.2798 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [01:21:40.811659] Epoch: [253] [ 260/2904] eta: 0:35:52 lr: 0.001964 loss: 0.1828 (0.1958) loss_rec_all: 0.2092 (0.2216) loss_rec_sfr: 0.2757 (0.2933) loss_cl: -0.2796 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [01:21:55.725884] Epoch: [253] [ 280/2904] eta: 0:35:23 lr: 0.001964 loss: 0.1818 (0.1950) loss_rec_all: 0.2080 (0.2208) loss_rec_sfr: 0.2633 (0.2910) loss_cl: -0.2779 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [01:22:10.671078] Epoch: [253] [ 300/2904] eta: 0:34:56 lr: 0.001964 loss: 0.1796 (0.1949) loss_rec_all: 0.2058 (0.2207) loss_rec_sfr: 0.2715 (0.2916) loss_cl: -0.2790 (-0.2788) time: 0.7472 data: 0.0002 max mem: 29860 [01:22:25.582786] Epoch: [253] [ 320/2904] eta: 0:34:30 lr: 0.001964 loss: 0.1877 (0.1953) loss_rec_all: 0.2141 (0.2212) loss_rec_sfr: 0.2588 (0.2924) loss_cl: -0.2793 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [01:22:40.651725] Epoch: [253] [ 340/2904] eta: 0:34:07 lr: 0.001964 loss: 0.1841 (0.1951) loss_rec_all: 0.2103 (0.2210) loss_rec_sfr: 0.2466 (0.2910) loss_cl: -0.2790 (-0.2789) time: 0.7534 data: 0.0002 max mem: 29860 [01:22:55.557565] Epoch: [253] [ 360/2904] eta: 0:33:44 lr: 0.001964 loss: 0.1819 (0.1948) loss_rec_all: 0.2080 (0.2206) loss_rec_sfr: 0.2621 (0.2900) loss_cl: -0.2786 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [01:23:10.457799] Epoch: [253] [ 380/2904] eta: 0:33:21 lr: 0.001964 loss: 0.1796 (0.1943) loss_rec_all: 0.2055 (0.2201) loss_rec_sfr: 0.2576 (0.2887) loss_cl: -0.2786 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [01:23:25.364851] Epoch: [253] [ 400/2904] eta: 0:32:59 lr: 0.001964 loss: 0.1849 (0.1940) loss_rec_all: 0.2107 (0.2199) loss_rec_sfr: 0.2625 (0.2870) loss_cl: -0.2785 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [01:23:40.270699] Epoch: [253] [ 420/2904] eta: 0:32:38 lr: 0.001964 loss: 0.1879 (0.1943) loss_rec_all: 0.2137 (0.2202) loss_rec_sfr: 0.2717 (0.2879) loss_cl: -0.2784 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [01:23:55.177663] Epoch: [253] [ 440/2904] eta: 0:32:17 lr: 0.001964 loss: 0.1801 (0.1940) loss_rec_all: 0.2062 (0.2199) loss_rec_sfr: 0.2527 (0.2866) loss_cl: -0.2793 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [01:24:10.090241] Epoch: [253] [ 460/2904] eta: 0:31:57 lr: 0.001964 loss: 0.1796 (0.1934) loss_rec_all: 0.2061 (0.2193) loss_rec_sfr: 0.2509 (0.2848) loss_cl: -0.2799 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [01:24:24.993068] Epoch: [253] [ 480/2904] eta: 0:31:38 lr: 0.001964 loss: 0.1804 (0.1931) loss_rec_all: 0.2068 (0.2190) loss_rec_sfr: 0.2544 (0.2833) loss_cl: -0.2794 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [01:24:39.892669] Epoch: [253] [ 500/2904] eta: 0:31:18 lr: 0.001963 loss: 0.1891 (0.1936) loss_rec_all: 0.2148 (0.2195) loss_rec_sfr: 0.2709 (0.2850) loss_cl: -0.2775 (-0.2788) time: 0.7449 data: 0.0002 max mem: 29860 [01:24:54.803398] Epoch: [253] [ 520/2904] eta: 0:30:59 lr: 0.001963 loss: 0.1838 (0.1934) loss_rec_all: 0.2097 (0.2193) loss_rec_sfr: 0.2638 (0.2840) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [01:25:09.719144] Epoch: [253] [ 540/2904] eta: 0:30:41 lr: 0.001963 loss: 0.1817 (0.1933) loss_rec_all: 0.2080 (0.2192) loss_rec_sfr: 0.2626 (0.2837) loss_cl: -0.2796 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [01:25:24.628063] Epoch: [253] [ 560/2904] eta: 0:30:22 lr: 0.001963 loss: 0.1867 (0.1935) loss_rec_all: 0.2125 (0.2194) loss_rec_sfr: 0.2677 (0.2844) loss_cl: -0.2792 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [01:25:39.535191] Epoch: [253] [ 580/2904] eta: 0:30:04 lr: 0.001963 loss: 0.1866 (0.1936) loss_rec_all: 0.2127 (0.2195) loss_rec_sfr: 0.2697 (0.2848) loss_cl: -0.2786 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [01:25:54.442417] Epoch: [253] [ 600/2904] eta: 0:29:46 lr: 0.001963 loss: 0.1822 (0.1938) loss_rec_all: 0.2088 (0.2197) loss_rec_sfr: 0.2665 (0.2853) loss_cl: -0.2792 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [01:26:09.349112] Epoch: [253] [ 620/2904] eta: 0:29:29 lr: 0.001963 loss: 0.1835 (0.1937) loss_rec_all: 0.2096 (0.2196) loss_rec_sfr: 0.2652 (0.2850) loss_cl: -0.2784 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [01:26:24.249988] Epoch: [253] [ 640/2904] eta: 0:29:11 lr: 0.001963 loss: 0.1831 (0.1936) loss_rec_all: 0.2095 (0.2194) loss_rec_sfr: 0.2628 (0.2846) loss_cl: -0.2788 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [01:26:39.162408] Epoch: [253] [ 660/2904] eta: 0:28:54 lr: 0.001963 loss: 0.1842 (0.1934) loss_rec_all: 0.2103 (0.2193) loss_rec_sfr: 0.2667 (0.2839) loss_cl: -0.2793 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [01:26:54.075355] Epoch: [253] [ 680/2904] eta: 0:28:36 lr: 0.001963 loss: 0.1865 (0.1937) loss_rec_all: 0.2123 (0.2196) loss_rec_sfr: 0.2782 (0.2850) loss_cl: -0.2800 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [01:27:08.992296] Epoch: [253] [ 700/2904] eta: 0:28:19 lr: 0.001963 loss: 0.1854 (0.1936) loss_rec_all: 0.2120 (0.2195) loss_rec_sfr: 0.2597 (0.2846) loss_cl: -0.2798 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [01:27:23.896864] Epoch: [253] [ 720/2904] eta: 0:28:02 lr: 0.001963 loss: 0.1814 (0.1937) loss_rec_all: 0.2074 (0.2196) loss_rec_sfr: 0.2702 (0.2850) loss_cl: -0.2785 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [01:27:38.808667] Epoch: [253] [ 740/2904] eta: 0:27:46 lr: 0.001963 loss: 0.1799 (0.1937) loss_rec_all: 0.2059 (0.2196) loss_rec_sfr: 0.2720 (0.2847) loss_cl: -0.2780 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [01:27:53.719406] Epoch: [253] [ 760/2904] eta: 0:27:29 lr: 0.001963 loss: 0.1846 (0.1937) loss_rec_all: 0.2109 (0.2196) loss_rec_sfr: 0.2725 (0.2848) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [01:28:08.636429] Epoch: [253] [ 780/2904] eta: 0:27:12 lr: 0.001963 loss: 0.1852 (0.1936) loss_rec_all: 0.2111 (0.2195) loss_rec_sfr: 0.2690 (0.2846) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [01:28:23.546239] Epoch: [253] [ 800/2904] eta: 0:26:55 lr: 0.001963 loss: 0.1849 (0.1937) loss_rec_all: 0.2111 (0.2195) loss_rec_sfr: 0.2616 (0.2847) loss_cl: -0.2789 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [01:28:38.454656] Epoch: [253] [ 820/2904] eta: 0:26:39 lr: 0.001963 loss: 0.1820 (0.1937) loss_rec_all: 0.2085 (0.2196) loss_rec_sfr: 0.2598 (0.2848) loss_cl: -0.2790 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [01:28:53.364611] Epoch: [253] [ 840/2904] eta: 0:26:23 lr: 0.001963 loss: 0.1834 (0.1936) loss_rec_all: 0.2092 (0.2195) loss_rec_sfr: 0.2289 (0.2843) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [01:29:08.269251] Epoch: [253] [ 860/2904] eta: 0:26:06 lr: 0.001963 loss: 0.1832 (0.1937) loss_rec_all: 0.2093 (0.2196) loss_rec_sfr: 0.2654 (0.2848) loss_cl: -0.2796 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [01:29:23.183341] Epoch: [253] [ 880/2904] eta: 0:25:50 lr: 0.001963 loss: 0.1837 (0.1938) loss_rec_all: 0.2096 (0.2197) loss_rec_sfr: 0.2663 (0.2852) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [01:29:38.090743] Epoch: [253] [ 900/2904] eta: 0:25:34 lr: 0.001963 loss: 0.1844 (0.1938) loss_rec_all: 0.2109 (0.2196) loss_rec_sfr: 0.2202 (0.2846) loss_cl: -0.2787 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [01:29:52.994630] Epoch: [253] [ 920/2904] eta: 0:25:17 lr: 0.001963 loss: 0.1829 (0.1938) loss_rec_all: 0.2092 (0.2197) loss_rec_sfr: 0.2520 (0.2847) loss_cl: -0.2783 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [01:30:07.900161] Epoch: [253] [ 940/2904] eta: 0:25:01 lr: 0.001963 loss: 0.1824 (0.1937) loss_rec_all: 0.2085 (0.2196) loss_rec_sfr: 0.2675 (0.2846) loss_cl: -0.2781 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [01:30:22.811286] Epoch: [253] [ 960/2904] eta: 0:24:45 lr: 0.001963 loss: 0.1876 (0.1937) loss_rec_all: 0.2136 (0.2196) loss_rec_sfr: 0.2609 (0.2845) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [01:30:37.717503] Epoch: [253] [ 980/2904] eta: 0:24:29 lr: 0.001963 loss: 0.1800 (0.1936) loss_rec_all: 0.2060 (0.2195) loss_rec_sfr: 0.2626 (0.2842) loss_cl: -0.2789 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [01:30:52.624135] Epoch: [253] [1000/2904] eta: 0:24:13 lr: 0.001963 loss: 0.1791 (0.1934) loss_rec_all: 0.2055 (0.2193) loss_rec_sfr: 0.2241 (0.2836) loss_cl: -0.2800 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [01:31:07.528975] Epoch: [253] [1020/2904] eta: 0:23:57 lr: 0.001963 loss: 0.1822 (0.1933) loss_rec_all: 0.2082 (0.2192) loss_rec_sfr: 0.2387 (0.2829) loss_cl: -0.2795 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [01:31:22.430793] Epoch: [253] [1040/2904] eta: 0:23:41 lr: 0.001963 loss: 0.1843 (0.1933) loss_rec_all: 0.2106 (0.2192) loss_rec_sfr: 0.2779 (0.2830) loss_cl: -0.2794 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [01:31:37.338265] Epoch: [253] [1060/2904] eta: 0:23:26 lr: 0.001963 loss: 0.1873 (0.1934) loss_rec_all: 0.2131 (0.2193) loss_rec_sfr: 0.2621 (0.2832) loss_cl: -0.2779 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [01:31:52.250195] Epoch: [253] [1080/2904] eta: 0:23:10 lr: 0.001963 loss: 0.1844 (0.1934) loss_rec_all: 0.2106 (0.2193) loss_rec_sfr: 0.2623 (0.2832) loss_cl: -0.2777 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [01:32:07.161756] Epoch: [253] [1100/2904] eta: 0:22:54 lr: 0.001963 loss: 0.1820 (0.1933) loss_rec_all: 0.2084 (0.2192) loss_rec_sfr: 0.2648 (0.2831) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [01:32:22.073554] Epoch: [253] [1120/2904] eta: 0:22:38 lr: 0.001963 loss: 0.1838 (0.1934) loss_rec_all: 0.2097 (0.2193) loss_rec_sfr: 0.2740 (0.2834) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [01:32:36.985181] Epoch: [253] [1140/2904] eta: 0:22:22 lr: 0.001963 loss: 0.1854 (0.1934) loss_rec_all: 0.2115 (0.2193) loss_rec_sfr: 0.2714 (0.2836) loss_cl: -0.2798 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [01:32:51.894849] Epoch: [253] [1160/2904] eta: 0:22:07 lr: 0.001963 loss: 0.1875 (0.1936) loss_rec_all: 0.2136 (0.2195) loss_rec_sfr: 0.2757 (0.2841) loss_cl: -0.2797 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [01:33:06.804086] Epoch: [253] [1180/2904] eta: 0:21:51 lr: 0.001963 loss: 0.1844 (0.1936) loss_rec_all: 0.2103 (0.2195) loss_rec_sfr: 0.2635 (0.2842) loss_cl: -0.2784 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [01:33:21.711735] Epoch: [253] [1200/2904] eta: 0:21:35 lr: 0.001963 loss: 0.1839 (0.1936) loss_rec_all: 0.2099 (0.2195) loss_rec_sfr: 0.2651 (0.2841) loss_cl: -0.2780 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [01:33:36.625606] Epoch: [253] [1220/2904] eta: 0:21:20 lr: 0.001963 loss: 0.1836 (0.1937) loss_rec_all: 0.2094 (0.2195) loss_rec_sfr: 0.2680 (0.2843) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [01:33:51.539333] Epoch: [253] [1240/2904] eta: 0:21:04 lr: 0.001963 loss: 0.1853 (0.1937) loss_rec_all: 0.2112 (0.2196) loss_rec_sfr: 0.2714 (0.2845) loss_cl: -0.2799 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [01:34:06.448918] Epoch: [253] [1260/2904] eta: 0:20:49 lr: 0.001962 loss: 0.1835 (0.1937) loss_rec_all: 0.2100 (0.2196) loss_rec_sfr: 0.2676 (0.2846) loss_cl: -0.2795 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [01:34:21.355646] Epoch: [253] [1280/2904] eta: 0:20:33 lr: 0.001962 loss: 0.1814 (0.1936) loss_rec_all: 0.2078 (0.2194) loss_rec_sfr: 0.2670 (0.2840) loss_cl: -0.2789 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [01:34:36.263017] Epoch: [253] [1300/2904] eta: 0:20:17 lr: 0.001962 loss: 0.1834 (0.1936) loss_rec_all: 0.2094 (0.2195) loss_rec_sfr: 0.2303 (0.2841) loss_cl: -0.2786 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [01:34:51.164490] Epoch: [253] [1320/2904] eta: 0:20:02 lr: 0.001962 loss: 0.1830 (0.1936) loss_rec_all: 0.2090 (0.2195) loss_rec_sfr: 0.2662 (0.2839) loss_cl: -0.2788 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [01:35:06.075696] Epoch: [253] [1340/2904] eta: 0:19:46 lr: 0.001962 loss: 0.1836 (0.1936) loss_rec_all: 0.2099 (0.2195) loss_rec_sfr: 0.2684 (0.2840) loss_cl: -0.2792 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [01:35:20.986155] Epoch: [253] [1360/2904] eta: 0:19:31 lr: 0.001962 loss: 0.1864 (0.1937) loss_rec_all: 0.2125 (0.2196) loss_rec_sfr: 0.2617 (0.2841) loss_cl: -0.2796 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [01:35:35.890720] Epoch: [253] [1380/2904] eta: 0:19:15 lr: 0.001962 loss: 0.1825 (0.1936) loss_rec_all: 0.2084 (0.2195) loss_rec_sfr: 0.2645 (0.2840) loss_cl: -0.2788 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [01:35:50.801113] Epoch: [253] [1400/2904] eta: 0:19:00 lr: 0.001962 loss: 0.1884 (0.1936) loss_rec_all: 0.2146 (0.2195) loss_rec_sfr: 0.2620 (0.2839) loss_cl: -0.2785 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [01:36:05.715670] Epoch: [253] [1420/2904] eta: 0:18:45 lr: 0.001962 loss: 0.1841 (0.1936) loss_rec_all: 0.2102 (0.2195) loss_rec_sfr: 0.2703 (0.2840) loss_cl: -0.2793 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [01:36:20.807954] Epoch: [253] [1440/2904] eta: 0:18:29 lr: 0.001962 loss: 0.1885 (0.1938) loss_rec_all: 0.2145 (0.2197) loss_rec_sfr: 0.2772 (0.2846) loss_cl: -0.2790 (-0.2788) time: 0.7546 data: 0.0002 max mem: 29860 [01:36:35.717449] Epoch: [253] [1460/2904] eta: 0:18:14 lr: 0.001962 loss: 0.1878 (0.1939) loss_rec_all: 0.2138 (0.2197) loss_rec_sfr: 0.2697 (0.2849) loss_cl: -0.2788 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [01:36:50.632503] Epoch: [253] [1480/2904] eta: 0:17:59 lr: 0.001962 loss: 0.1829 (0.1938) loss_rec_all: 0.2090 (0.2197) loss_rec_sfr: 0.2551 (0.2848) loss_cl: -0.2793 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [01:37:05.548759] Epoch: [253] [1500/2904] eta: 0:17:43 lr: 0.001962 loss: 0.1828 (0.1939) loss_rec_all: 0.2091 (0.2197) loss_rec_sfr: 0.2344 (0.2847) loss_cl: -0.2793 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [01:37:20.463943] Epoch: [253] [1520/2904] eta: 0:17:28 lr: 0.001962 loss: 0.1823 (0.1938) loss_rec_all: 0.2082 (0.2197) loss_rec_sfr: 0.2501 (0.2846) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [01:37:35.371173] Epoch: [253] [1540/2904] eta: 0:17:12 lr: 0.001962 loss: 0.1824 (0.1938) loss_rec_all: 0.2083 (0.2197) loss_rec_sfr: 0.2640 (0.2846) loss_cl: -0.2790 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [01:37:50.285508] Epoch: [253] [1560/2904] eta: 0:16:57 lr: 0.001962 loss: 0.1788 (0.1938) loss_rec_all: 0.2051 (0.2197) loss_rec_sfr: 0.2562 (0.2844) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [01:38:05.196627] Epoch: [253] [1580/2904] eta: 0:16:42 lr: 0.001962 loss: 0.1854 (0.1937) loss_rec_all: 0.2115 (0.2196) loss_rec_sfr: 0.2668 (0.2842) loss_cl: -0.2784 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [01:38:20.109460] Epoch: [253] [1600/2904] eta: 0:16:26 lr: 0.001962 loss: 0.1800 (0.1937) loss_rec_all: 0.2062 (0.2196) loss_rec_sfr: 0.2237 (0.2841) loss_cl: -0.2778 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [01:38:35.027103] Epoch: [253] [1620/2904] eta: 0:16:11 lr: 0.001962 loss: 0.1821 (0.1938) loss_rec_all: 0.2085 (0.2197) loss_rec_sfr: 0.2649 (0.2843) loss_cl: -0.2795 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [01:38:49.937715] Epoch: [253] [1640/2904] eta: 0:15:56 lr: 0.001962 loss: 0.1814 (0.1937) loss_rec_all: 0.2075 (0.2196) loss_rec_sfr: 0.2677 (0.2839) loss_cl: -0.2793 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [01:39:04.850397] Epoch: [253] [1660/2904] eta: 0:15:41 lr: 0.001962 loss: 0.1845 (0.1936) loss_rec_all: 0.2108 (0.2195) loss_rec_sfr: 0.2604 (0.2836) loss_cl: -0.2798 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [01:39:19.758869] Epoch: [253] [1680/2904] eta: 0:15:25 lr: 0.001962 loss: 0.1808 (0.1935) loss_rec_all: 0.2072 (0.2194) loss_rec_sfr: 0.2428 (0.2835) loss_cl: -0.2785 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [01:39:34.673762] Epoch: [253] [1700/2904] eta: 0:15:10 lr: 0.001962 loss: 0.1890 (0.1935) loss_rec_all: 0.2153 (0.2194) loss_rec_sfr: 0.2635 (0.2833) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [01:39:49.585501] Epoch: [253] [1720/2904] eta: 0:14:55 lr: 0.001962 loss: 0.1874 (0.1936) loss_rec_all: 0.2136 (0.2195) loss_rec_sfr: 0.2615 (0.2835) loss_cl: -0.2794 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [01:40:04.497513] Epoch: [253] [1740/2904] eta: 0:14:39 lr: 0.001962 loss: 0.1821 (0.1935) loss_rec_all: 0.2085 (0.2194) loss_rec_sfr: 0.2644 (0.2833) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [01:40:19.408335] Epoch: [253] [1760/2904] eta: 0:14:24 lr: 0.001962 loss: 0.1850 (0.1935) loss_rec_all: 0.2116 (0.2194) loss_rec_sfr: 0.2551 (0.2833) loss_cl: -0.2798 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [01:40:34.318208] Epoch: [253] [1780/2904] eta: 0:14:09 lr: 0.001962 loss: 0.1903 (0.1937) loss_rec_all: 0.2163 (0.2195) loss_rec_sfr: 0.2729 (0.2836) loss_cl: -0.2785 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [01:40:49.228210] Epoch: [253] [1800/2904] eta: 0:13:54 lr: 0.001962 loss: 0.1871 (0.1937) loss_rec_all: 0.2130 (0.2196) loss_rec_sfr: 0.2802 (0.2839) loss_cl: -0.2792 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [01:41:04.144401] Epoch: [253] [1820/2904] eta: 0:13:38 lr: 0.001962 loss: 0.1836 (0.1937) loss_rec_all: 0.2100 (0.2196) loss_rec_sfr: 0.2533 (0.2838) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [01:41:19.054538] Epoch: [253] [1840/2904] eta: 0:13:23 lr: 0.001962 loss: 0.1849 (0.1937) loss_rec_all: 0.2112 (0.2196) loss_rec_sfr: 0.2689 (0.2839) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [01:41:33.967709] Epoch: [253] [1860/2904] eta: 0:13:08 lr: 0.001962 loss: 0.1837 (0.1937) loss_rec_all: 0.2099 (0.2196) loss_rec_sfr: 0.2629 (0.2840) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [01:41:48.880033] Epoch: [253] [1880/2904] eta: 0:12:53 lr: 0.001962 loss: 0.1973 (0.1939) loss_rec_all: 0.2233 (0.2198) loss_rec_sfr: 0.2777 (0.2845) loss_cl: -0.2780 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [01:42:03.804387] Epoch: [253] [1900/2904] eta: 0:12:38 lr: 0.001962 loss: 0.1847 (0.1939) loss_rec_all: 0.2109 (0.2198) loss_rec_sfr: 0.2608 (0.2845) loss_cl: -0.2792 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [01:42:18.751463] Epoch: [253] [1920/2904] eta: 0:12:22 lr: 0.001962 loss: 0.1827 (0.1940) loss_rec_all: 0.2088 (0.2199) loss_rec_sfr: 0.2678 (0.2848) loss_cl: -0.2794 (-0.2788) time: 0.7473 data: 0.0002 max mem: 29860 [01:42:33.683856] Epoch: [253] [1940/2904] eta: 0:12:07 lr: 0.001962 loss: 0.1831 (0.1940) loss_rec_all: 0.2094 (0.2199) loss_rec_sfr: 0.2642 (0.2848) loss_cl: -0.2783 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [01:42:48.611746] Epoch: [253] [1960/2904] eta: 0:11:52 lr: 0.001962 loss: 0.1879 (0.1941) loss_rec_all: 0.2142 (0.2200) loss_rec_sfr: 0.2763 (0.2852) loss_cl: -0.2786 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [01:43:03.536453] Epoch: [253] [1980/2904] eta: 0:11:37 lr: 0.001962 loss: 0.1800 (0.1940) loss_rec_all: 0.2060 (0.2199) loss_rec_sfr: 0.2658 (0.2850) loss_cl: -0.2779 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [01:43:18.461520] Epoch: [253] [2000/2904] eta: 0:11:22 lr: 0.001962 loss: 0.1870 (0.1941) loss_rec_all: 0.2132 (0.2200) loss_rec_sfr: 0.2767 (0.2853) loss_cl: -0.2788 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [01:43:33.384883] Epoch: [253] [2020/2904] eta: 0:11:07 lr: 0.001961 loss: 0.1828 (0.1940) loss_rec_all: 0.2087 (0.2199) loss_rec_sfr: 0.2680 (0.2850) loss_cl: -0.2793 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [01:43:48.308355] Epoch: [253] [2040/2904] eta: 0:10:51 lr: 0.001961 loss: 0.1823 (0.1940) loss_rec_all: 0.2085 (0.2199) loss_rec_sfr: 0.2679 (0.2850) loss_cl: -0.2791 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [01:44:03.233257] Epoch: [253] [2060/2904] eta: 0:10:36 lr: 0.001961 loss: 0.1835 (0.1939) loss_rec_all: 0.2097 (0.2198) loss_rec_sfr: 0.2689 (0.2849) loss_cl: -0.2789 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [01:44:18.156278] Epoch: [253] [2080/2904] eta: 0:10:21 lr: 0.001961 loss: 0.1840 (0.1939) loss_rec_all: 0.2099 (0.2198) loss_rec_sfr: 0.2633 (0.2848) loss_cl: -0.2784 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [01:44:33.084991] Epoch: [253] [2100/2904] eta: 0:10:06 lr: 0.001961 loss: 0.1819 (0.1939) loss_rec_all: 0.2081 (0.2198) loss_rec_sfr: 0.2316 (0.2847) loss_cl: -0.2794 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [01:44:48.000465] Epoch: [253] [2120/2904] eta: 0:09:51 lr: 0.001961 loss: 0.1849 (0.1939) loss_rec_all: 0.2108 (0.2198) loss_rec_sfr: 0.2674 (0.2848) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [01:45:02.921823] Epoch: [253] [2140/2904] eta: 0:09:36 lr: 0.001961 loss: 0.1808 (0.1938) loss_rec_all: 0.2069 (0.2197) loss_rec_sfr: 0.2657 (0.2845) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [01:45:17.850551] Epoch: [253] [2160/2904] eta: 0:09:20 lr: 0.001961 loss: 0.1839 (0.1938) loss_rec_all: 0.2103 (0.2197) loss_rec_sfr: 0.2657 (0.2845) loss_cl: -0.2792 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [01:45:32.771586] Epoch: [253] [2180/2904] eta: 0:09:05 lr: 0.001961 loss: 0.1832 (0.1938) loss_rec_all: 0.2094 (0.2197) loss_rec_sfr: 0.2680 (0.2845) loss_cl: -0.2792 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [01:45:47.702392] Epoch: [253] [2200/2904] eta: 0:08:50 lr: 0.001961 loss: 0.1832 (0.1938) loss_rec_all: 0.2091 (0.2197) loss_rec_sfr: 0.2652 (0.2845) loss_cl: -0.2782 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [01:46:02.629845] Epoch: [253] [2220/2904] eta: 0:08:35 lr: 0.001961 loss: 0.1820 (0.1937) loss_rec_all: 0.2081 (0.2196) loss_rec_sfr: 0.2589 (0.2844) loss_cl: -0.2792 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [01:46:17.546381] Epoch: [253] [2240/2904] eta: 0:08:20 lr: 0.001961 loss: 0.1851 (0.1938) loss_rec_all: 0.2113 (0.2197) loss_rec_sfr: 0.2810 (0.2847) loss_cl: -0.2793 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [01:46:32.467852] Epoch: [253] [2260/2904] eta: 0:08:05 lr: 0.001961 loss: 0.1815 (0.1938) loss_rec_all: 0.2074 (0.2197) loss_rec_sfr: 0.2650 (0.2846) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [01:46:47.396480] Epoch: [253] [2280/2904] eta: 0:07:50 lr: 0.001961 loss: 0.1853 (0.1938) loss_rec_all: 0.2114 (0.2197) loss_rec_sfr: 0.2636 (0.2846) loss_cl: -0.2787 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [01:47:02.322196] Epoch: [253] [2300/2904] eta: 0:07:35 lr: 0.001961 loss: 0.1869 (0.1938) loss_rec_all: 0.2129 (0.2197) loss_rec_sfr: 0.2646 (0.2846) loss_cl: -0.2785 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [01:47:17.246348] Epoch: [253] [2320/2904] eta: 0:07:20 lr: 0.001961 loss: 0.1842 (0.1938) loss_rec_all: 0.2101 (0.2197) loss_rec_sfr: 0.2562 (0.2845) loss_cl: -0.2783 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [01:47:32.168401] Epoch: [253] [2340/2904] eta: 0:07:04 lr: 0.001961 loss: 0.1835 (0.1938) loss_rec_all: 0.2096 (0.2197) loss_rec_sfr: 0.2617 (0.2845) loss_cl: -0.2786 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [01:47:47.096143] Epoch: [253] [2360/2904] eta: 0:06:49 lr: 0.001961 loss: 0.1818 (0.1938) loss_rec_all: 0.2080 (0.2197) loss_rec_sfr: 0.2600 (0.2843) loss_cl: -0.2793 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [01:48:02.026352] Epoch: [253] [2380/2904] eta: 0:06:34 lr: 0.001961 loss: 0.1882 (0.1937) loss_rec_all: 0.2139 (0.2196) loss_rec_sfr: 0.2620 (0.2842) loss_cl: -0.2794 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [01:48:16.951787] Epoch: [253] [2400/2904] eta: 0:06:19 lr: 0.001961 loss: 0.1832 (0.1937) loss_rec_all: 0.2093 (0.2196) loss_rec_sfr: 0.2641 (0.2842) loss_cl: -0.2784 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [01:48:31.872014] Epoch: [253] [2420/2904] eta: 0:06:04 lr: 0.001961 loss: 0.1842 (0.1937) loss_rec_all: 0.2099 (0.2196) loss_rec_sfr: 0.2645 (0.2842) loss_cl: -0.2791 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [01:48:46.792757] Epoch: [253] [2440/2904] eta: 0:05:49 lr: 0.001961 loss: 0.1818 (0.1937) loss_rec_all: 0.2078 (0.2196) loss_rec_sfr: 0.2716 (0.2842) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [01:49:01.714373] Epoch: [253] [2460/2904] eta: 0:05:34 lr: 0.001961 loss: 0.1836 (0.1937) loss_rec_all: 0.2099 (0.2196) loss_rec_sfr: 0.2647 (0.2841) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [01:49:16.640142] Epoch: [253] [2480/2904] eta: 0:05:19 lr: 0.001961 loss: 0.1903 (0.1938) loss_rec_all: 0.2163 (0.2197) loss_rec_sfr: 0.2670 (0.2843) loss_cl: -0.2788 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [01:49:31.561534] Epoch: [253] [2500/2904] eta: 0:05:04 lr: 0.001961 loss: 0.1871 (0.1938) loss_rec_all: 0.2130 (0.2197) loss_rec_sfr: 0.2699 (0.2844) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [01:49:46.483465] Epoch: [253] [2520/2904] eta: 0:04:49 lr: 0.001961 loss: 0.1817 (0.1937) loss_rec_all: 0.2080 (0.2196) loss_rec_sfr: 0.2556 (0.2842) loss_cl: -0.2786 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [01:50:01.400952] Epoch: [253] [2540/2904] eta: 0:04:34 lr: 0.001961 loss: 0.1910 (0.1938) loss_rec_all: 0.2170 (0.2197) loss_rec_sfr: 0.2639 (0.2842) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [01:50:16.318987] Epoch: [253] [2560/2904] eta: 0:04:18 lr: 0.001961 loss: 0.1866 (0.1937) loss_rec_all: 0.2126 (0.2196) loss_rec_sfr: 0.2639 (0.2840) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [01:50:31.240615] Epoch: [253] [2580/2904] eta: 0:04:03 lr: 0.001961 loss: 0.1830 (0.1937) loss_rec_all: 0.2092 (0.2196) loss_rec_sfr: 0.2707 (0.2841) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [01:50:46.159599] Epoch: [253] [2600/2904] eta: 0:03:48 lr: 0.001961 loss: 0.1849 (0.1938) loss_rec_all: 0.2111 (0.2197) loss_rec_sfr: 0.2781 (0.2844) loss_cl: -0.2782 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [01:51:01.080887] Epoch: [253] [2620/2904] eta: 0:03:33 lr: 0.001961 loss: 0.1839 (0.1938) loss_rec_all: 0.2102 (0.2197) loss_rec_sfr: 0.2611 (0.2844) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [01:51:15.997560] Epoch: [253] [2640/2904] eta: 0:03:18 lr: 0.001961 loss: 0.1789 (0.1938) loss_rec_all: 0.2050 (0.2197) loss_rec_sfr: 0.2726 (0.2844) loss_cl: -0.2797 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [01:51:30.918411] Epoch: [253] [2660/2904] eta: 0:03:03 lr: 0.001961 loss: 0.1818 (0.1937) loss_rec_all: 0.2078 (0.2196) loss_rec_sfr: 0.2633 (0.2843) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [01:51:45.841716] Epoch: [253] [2680/2904] eta: 0:02:48 lr: 0.001961 loss: 0.1816 (0.1937) loss_rec_all: 0.2077 (0.2196) loss_rec_sfr: 0.2507 (0.2843) loss_cl: -0.2790 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [01:52:00.759658] Epoch: [253] [2700/2904] eta: 0:02:33 lr: 0.001961 loss: 0.1844 (0.1938) loss_rec_all: 0.2106 (0.2197) loss_rec_sfr: 0.2636 (0.2843) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [01:52:15.679086] Epoch: [253] [2720/2904] eta: 0:02:18 lr: 0.001961 loss: 0.1825 (0.1937) loss_rec_all: 0.2083 (0.2196) loss_rec_sfr: 0.2587 (0.2842) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [01:52:30.597087] Epoch: [253] [2740/2904] eta: 0:02:03 lr: 0.001961 loss: 0.1842 (0.1937) loss_rec_all: 0.2102 (0.2196) loss_rec_sfr: 0.2646 (0.2842) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [01:52:45.515050] Epoch: [253] [2760/2904] eta: 0:01:48 lr: 0.001961 loss: 0.1845 (0.1937) loss_rec_all: 0.2106 (0.2196) loss_rec_sfr: 0.2334 (0.2842) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [01:53:00.427669] Epoch: [253] [2780/2904] eta: 0:01:33 lr: 0.001960 loss: 0.1803 (0.1937) loss_rec_all: 0.2062 (0.2196) loss_rec_sfr: 0.2678 (0.2841) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [01:53:15.353183] Epoch: [253] [2800/2904] eta: 0:01:18 lr: 0.001960 loss: 0.1849 (0.1937) loss_rec_all: 0.2109 (0.2196) loss_rec_sfr: 0.2649 (0.2841) loss_cl: -0.2793 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [01:53:30.275524] Epoch: [253] [2820/2904] eta: 0:01:03 lr: 0.001960 loss: 0.1837 (0.1937) loss_rec_all: 0.2098 (0.2196) loss_rec_sfr: 0.2642 (0.2841) loss_cl: -0.2797 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [01:53:45.244657] Epoch: [253] [2840/2904] eta: 0:00:48 lr: 0.001960 loss: 0.1891 (0.1938) loss_rec_all: 0.2152 (0.2196) loss_rec_sfr: 0.2657 (0.2842) loss_cl: -0.2794 (-0.2788) time: 0.7484 data: 0.0023 max mem: 29860 [01:54:00.143382] Epoch: [253] [2860/2904] eta: 0:00:33 lr: 0.001960 loss: 0.1827 (0.1938) loss_rec_all: 0.2093 (0.2197) loss_rec_sfr: 0.2593 (0.2842) loss_cl: -0.2790 (-0.2788) time: 0.7449 data: 0.0001 max mem: 29860 [01:54:15.044191] Epoch: [253] [2880/2904] eta: 0:00:18 lr: 0.001960 loss: 0.1845 (0.1938) loss_rec_all: 0.2106 (0.2197) loss_rec_sfr: 0.2708 (0.2843) loss_cl: -0.2795 (-0.2788) time: 0.7450 data: 0.0001 max mem: 29860 [01:54:29.941168] Epoch: [253] [2900/2904] eta: 0:00:03 lr: 0.001960 loss: 0.1872 (0.1938) loss_rec_all: 0.2132 (0.2197) loss_rec_sfr: 0.2679 (0.2844) loss_cl: -0.2786 (-0.2788) time: 0.7448 data: 0.0001 max mem: 29860 [01:54:32.182772] Epoch: [253] [2903/2904] eta: 0:00:00 lr: 0.001960 loss: 0.1827 (0.1938) loss_rec_all: 0.2089 (0.2197) loss_rec_sfr: 0.2679 (0.2844) loss_cl: -0.2785 (-0.2788) time: 0.7449 data: 0.0001 max mem: 29860 [01:54:34.375215] Epoch: [253] Total time: 0:36:26 (0.7528 s / it) [01:54:34.391324] Averaged stats: lr: 0.001960 loss: 0.1827 (0.1961) loss_rec_all: 0.2089 (0.2197) loss_rec_sfr: 0.2679 (0.2853) loss_cl: -0.2785 (-0.2556) [01:54:34.396549] log_dir: ./checkpoint/VF2_ViT-B [01:54:51.570232] Epoch: [254] [ 0/2904] eta: 13:51:08 lr: 0.001960 loss: 0.1762 (0.1762) loss_rec_all: 0.2020 (0.2020) loss_rec_sfr: 0.2676 (0.2676) loss_cl: -0.2774 (-0.2774) time: 17.1725 data: 16.4415 max mem: 29860 [01:55:08.523143] Epoch: [254] [ 20/2904] eta: 1:18:06 lr: 0.001960 loss: 0.1829 (0.1962) loss_rec_all: 0.2088 (0.2219) loss_rec_sfr: 0.2635 (0.2988) loss_cl: -0.2779 (-0.2779) time: 0.8476 data: 0.0002 max mem: 29860 [01:55:23.401679] Epoch: [254] [ 40/2904] eta: 0:57:02 lr: 0.001960 loss: 0.1815 (0.1919) loss_rec_all: 0.2072 (0.2177) loss_rec_sfr: 0.2338 (0.2815) loss_cl: -0.2790 (-0.2784) time: 0.7439 data: 0.0002 max mem: 29860 [01:55:38.283917] Epoch: [254] [ 60/2904] eta: 0:49:38 lr: 0.001960 loss: 0.1827 (0.1936) loss_rec_all: 0.2089 (0.2194) loss_rec_sfr: 0.2682 (0.2891) loss_cl: -0.2793 (-0.2786) time: 0.7441 data: 0.0002 max mem: 29860 [01:55:53.172049] Epoch: [254] [ 80/2904] eta: 0:45:46 lr: 0.001960 loss: 0.1803 (0.1919) loss_rec_all: 0.2064 (0.2177) loss_rec_sfr: 0.2615 (0.2834) loss_cl: -0.2795 (-0.2787) time: 0.7444 data: 0.0002 max mem: 29860 [01:56:08.071301] Epoch: [254] [ 100/2904] eta: 0:43:20 lr: 0.001960 loss: 0.1848 (0.1911) loss_rec_all: 0.2107 (0.2170) loss_rec_sfr: 0.2661 (0.2808) loss_cl: -0.2788 (-0.2787) time: 0.7449 data: 0.0002 max mem: 29860 [01:56:22.984982] Epoch: [254] [ 120/2904] eta: 0:41:38 lr: 0.001960 loss: 0.1839 (0.1926) loss_rec_all: 0.2097 (0.2185) loss_rec_sfr: 0.2646 (0.2867) loss_cl: -0.2782 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [01:56:37.903418] Epoch: [254] [ 140/2904] eta: 0:40:20 lr: 0.001960 loss: 0.1813 (0.1924) loss_rec_all: 0.2076 (0.2182) loss_rec_sfr: 0.2639 (0.2850) loss_cl: -0.2792 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [01:56:52.820398] Epoch: [254] [ 160/2904] eta: 0:39:19 lr: 0.001960 loss: 0.1833 (0.1928) loss_rec_all: 0.2095 (0.2187) loss_rec_sfr: 0.2691 (0.2863) loss_cl: -0.2784 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [01:57:07.734502] Epoch: [254] [ 180/2904] eta: 0:38:27 lr: 0.001960 loss: 0.1833 (0.1925) loss_rec_all: 0.2092 (0.2184) loss_rec_sfr: 0.2626 (0.2848) loss_cl: -0.2786 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [01:57:22.667251] Epoch: [254] [ 200/2904] eta: 0:37:43 lr: 0.001960 loss: 0.1841 (0.1930) loss_rec_all: 0.2105 (0.2189) loss_rec_sfr: 0.2710 (0.2855) loss_cl: -0.2790 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [01:57:37.584685] Epoch: [254] [ 220/2904] eta: 0:37:04 lr: 0.001960 loss: 0.1800 (0.1932) loss_rec_all: 0.2062 (0.2190) loss_rec_sfr: 0.2610 (0.2856) loss_cl: -0.2788 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [01:57:52.504141] Epoch: [254] [ 240/2904] eta: 0:36:29 lr: 0.001960 loss: 0.1829 (0.1931) loss_rec_all: 0.2087 (0.2190) loss_rec_sfr: 0.2676 (0.2858) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [01:58:07.427259] Epoch: [254] [ 260/2904] eta: 0:35:57 lr: 0.001960 loss: 0.1812 (0.1933) loss_rec_all: 0.2070 (0.2192) loss_rec_sfr: 0.2663 (0.2866) loss_cl: -0.2789 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [01:58:22.342111] Epoch: [254] [ 280/2904] eta: 0:35:28 lr: 0.001960 loss: 0.1846 (0.1932) loss_rec_all: 0.2108 (0.2190) loss_rec_sfr: 0.2767 (0.2867) loss_cl: -0.2787 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [01:58:37.263989] Epoch: [254] [ 300/2904] eta: 0:35:00 lr: 0.001960 loss: 0.1826 (0.1932) loss_rec_all: 0.2091 (0.2191) loss_rec_sfr: 0.2370 (0.2857) loss_cl: -0.2795 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [01:58:52.175076] Epoch: [254] [ 320/2904] eta: 0:34:34 lr: 0.001960 loss: 0.1804 (0.1927) loss_rec_all: 0.2064 (0.2186) loss_rec_sfr: 0.2683 (0.2851) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [01:59:07.113129] Epoch: [254] [ 340/2904] eta: 0:34:10 lr: 0.001960 loss: 0.1835 (0.1928) loss_rec_all: 0.2095 (0.2186) loss_rec_sfr: 0.2685 (0.2848) loss_cl: -0.2791 (-0.2788) time: 0.7469 data: 0.0002 max mem: 29860 [01:59:22.028978] Epoch: [254] [ 360/2904] eta: 0:33:46 lr: 0.001960 loss: 0.1810 (0.1931) loss_rec_all: 0.2077 (0.2189) loss_rec_sfr: 0.2693 (0.2860) loss_cl: -0.2793 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [01:59:36.938125] Epoch: [254] [ 380/2904] eta: 0:33:24 lr: 0.001960 loss: 0.1856 (0.1933) loss_rec_all: 0.2113 (0.2191) loss_rec_sfr: 0.2809 (0.2872) loss_cl: -0.2787 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [01:59:51.851938] Epoch: [254] [ 400/2904] eta: 0:33:02 lr: 0.001960 loss: 0.1844 (0.1935) loss_rec_all: 0.2102 (0.2194) loss_rec_sfr: 0.2773 (0.2882) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [02:00:06.764169] Epoch: [254] [ 420/2904] eta: 0:32:40 lr: 0.001960 loss: 0.1838 (0.1939) loss_rec_all: 0.2097 (0.2198) loss_rec_sfr: 0.2692 (0.2893) loss_cl: -0.2787 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [02:00:21.682739] Epoch: [254] [ 440/2904] eta: 0:32:20 lr: 0.001960 loss: 0.1813 (0.1940) loss_rec_all: 0.2072 (0.2199) loss_rec_sfr: 0.2743 (0.2898) loss_cl: -0.2786 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [02:00:36.590645] Epoch: [254] [ 460/2904] eta: 0:32:00 lr: 0.001960 loss: 0.1932 (0.1946) loss_rec_all: 0.2192 (0.2204) loss_rec_sfr: 0.2668 (0.2915) loss_cl: -0.2792 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [02:00:51.503125] Epoch: [254] [ 480/2904] eta: 0:31:40 lr: 0.001960 loss: 0.1832 (0.1946) loss_rec_all: 0.2095 (0.2204) loss_rec_sfr: 0.2714 (0.2916) loss_cl: -0.2794 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [02:01:06.411800] Epoch: [254] [ 500/2904] eta: 0:31:20 lr: 0.001960 loss: 0.1804 (0.1946) loss_rec_all: 0.2066 (0.2204) loss_rec_sfr: 0.2604 (0.2913) loss_cl: -0.2782 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [02:01:21.328396] Epoch: [254] [ 520/2904] eta: 0:31:01 lr: 0.001960 loss: 0.1843 (0.1945) loss_rec_all: 0.2106 (0.2203) loss_rec_sfr: 0.2708 (0.2911) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [02:01:36.242319] Epoch: [254] [ 540/2904] eta: 0:30:43 lr: 0.001960 loss: 0.1831 (0.1945) loss_rec_all: 0.2094 (0.2203) loss_rec_sfr: 0.2586 (0.2909) loss_cl: -0.2794 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [02:01:51.149763] Epoch: [254] [ 560/2904] eta: 0:30:24 lr: 0.001960 loss: 0.1821 (0.1947) loss_rec_all: 0.2080 (0.2205) loss_rec_sfr: 0.2687 (0.2915) loss_cl: -0.2790 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [02:02:06.061457] Epoch: [254] [ 580/2904] eta: 0:30:06 lr: 0.001960 loss: 0.1824 (0.1946) loss_rec_all: 0.2089 (0.2204) loss_rec_sfr: 0.2622 (0.2912) loss_cl: -0.2785 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [02:02:20.972127] Epoch: [254] [ 600/2904] eta: 0:29:48 lr: 0.001960 loss: 0.1778 (0.1943) loss_rec_all: 0.2036 (0.2202) loss_rec_sfr: 0.2635 (0.2903) loss_cl: -0.2783 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [02:02:35.876853] Epoch: [254] [ 620/2904] eta: 0:29:30 lr: 0.001959 loss: 0.1834 (0.1942) loss_rec_all: 0.2093 (0.2201) loss_rec_sfr: 0.2694 (0.2902) loss_cl: -0.2791 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [02:02:50.786278] Epoch: [254] [ 640/2904] eta: 0:29:13 lr: 0.001959 loss: 0.1810 (0.1942) loss_rec_all: 0.2075 (0.2201) loss_rec_sfr: 0.2684 (0.2903) loss_cl: -0.2790 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [02:03:05.699766] Epoch: [254] [ 660/2904] eta: 0:28:55 lr: 0.001959 loss: 0.1863 (0.1944) loss_rec_all: 0.2120 (0.2203) loss_rec_sfr: 0.2693 (0.2909) loss_cl: -0.2782 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [02:03:20.608735] Epoch: [254] [ 680/2904] eta: 0:28:38 lr: 0.001959 loss: 0.1832 (0.1945) loss_rec_all: 0.2096 (0.2203) loss_rec_sfr: 0.2580 (0.2907) loss_cl: -0.2794 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [02:03:35.527399] Epoch: [254] [ 700/2904] eta: 0:28:21 lr: 0.001959 loss: 0.1835 (0.1942) loss_rec_all: 0.2094 (0.2201) loss_rec_sfr: 0.2646 (0.2900) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [02:03:50.443344] Epoch: [254] [ 720/2904] eta: 0:28:04 lr: 0.001959 loss: 0.1838 (0.1944) loss_rec_all: 0.2098 (0.2203) loss_rec_sfr: 0.2652 (0.2905) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [02:04:05.350812] Epoch: [254] [ 740/2904] eta: 0:27:47 lr: 0.001959 loss: 0.1815 (0.1944) loss_rec_all: 0.2076 (0.2202) loss_rec_sfr: 0.2600 (0.2904) loss_cl: -0.2786 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [02:04:20.264055] Epoch: [254] [ 760/2904] eta: 0:27:30 lr: 0.001959 loss: 0.1843 (0.1944) loss_rec_all: 0.2101 (0.2202) loss_rec_sfr: 0.2601 (0.2901) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [02:04:35.171851] Epoch: [254] [ 780/2904] eta: 0:27:13 lr: 0.001959 loss: 0.1818 (0.1944) loss_rec_all: 0.2078 (0.2203) loss_rec_sfr: 0.2637 (0.2901) loss_cl: -0.2787 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [02:04:50.084476] Epoch: [254] [ 800/2904] eta: 0:26:57 lr: 0.001959 loss: 0.1854 (0.1945) loss_rec_all: 0.2111 (0.2204) loss_rec_sfr: 0.2743 (0.2905) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [02:05:04.994569] Epoch: [254] [ 820/2904] eta: 0:26:40 lr: 0.001959 loss: 0.1827 (0.1943) loss_rec_all: 0.2087 (0.2202) loss_rec_sfr: 0.2612 (0.2899) loss_cl: -0.2792 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [02:05:19.904868] Epoch: [254] [ 840/2904] eta: 0:26:24 lr: 0.001959 loss: 0.1833 (0.1943) loss_rec_all: 0.2096 (0.2201) loss_rec_sfr: 0.2648 (0.2897) loss_cl: -0.2780 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [02:05:34.817935] Epoch: [254] [ 860/2904] eta: 0:26:07 lr: 0.001959 loss: 0.1795 (0.1941) loss_rec_all: 0.2057 (0.2199) loss_rec_sfr: 0.2507 (0.2889) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [02:05:49.733796] Epoch: [254] [ 880/2904] eta: 0:25:51 lr: 0.001959 loss: 0.1826 (0.1940) loss_rec_all: 0.2087 (0.2198) loss_rec_sfr: 0.2431 (0.2885) loss_cl: -0.2793 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [02:06:04.646777] Epoch: [254] [ 900/2904] eta: 0:25:35 lr: 0.001959 loss: 0.1789 (0.1940) loss_rec_all: 0.2053 (0.2198) loss_rec_sfr: 0.2572 (0.2885) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [02:06:19.560083] Epoch: [254] [ 920/2904] eta: 0:25:18 lr: 0.001959 loss: 0.1820 (0.1940) loss_rec_all: 0.2080 (0.2199) loss_rec_sfr: 0.2650 (0.2886) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [02:06:34.473781] Epoch: [254] [ 940/2904] eta: 0:25:02 lr: 0.001959 loss: 0.1823 (0.1939) loss_rec_all: 0.2081 (0.2198) loss_rec_sfr: 0.2688 (0.2883) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [02:06:49.384399] Epoch: [254] [ 960/2904] eta: 0:24:46 lr: 0.001959 loss: 0.1834 (0.1939) loss_rec_all: 0.2092 (0.2198) loss_rec_sfr: 0.2696 (0.2883) loss_cl: -0.2784 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [02:07:04.299301] Epoch: [254] [ 980/2904] eta: 0:24:30 lr: 0.001959 loss: 0.1843 (0.1940) loss_rec_all: 0.2106 (0.2198) loss_rec_sfr: 0.2677 (0.2884) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [02:07:19.211269] Epoch: [254] [1000/2904] eta: 0:24:14 lr: 0.001959 loss: 0.1837 (0.1938) loss_rec_all: 0.2097 (0.2197) loss_rec_sfr: 0.2658 (0.2880) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [02:07:34.123923] Epoch: [254] [1020/2904] eta: 0:23:58 lr: 0.001959 loss: 0.1820 (0.1938) loss_rec_all: 0.2080 (0.2197) loss_rec_sfr: 0.2690 (0.2881) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [02:07:49.034721] Epoch: [254] [1040/2904] eta: 0:23:42 lr: 0.001959 loss: 0.1839 (0.1939) loss_rec_all: 0.2102 (0.2197) loss_rec_sfr: 0.2662 (0.2882) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [02:08:03.947485] Epoch: [254] [1060/2904] eta: 0:23:26 lr: 0.001959 loss: 0.1836 (0.1939) loss_rec_all: 0.2096 (0.2197) loss_rec_sfr: 0.2700 (0.2881) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [02:08:18.854367] Epoch: [254] [1080/2904] eta: 0:23:11 lr: 0.001959 loss: 0.1848 (0.1939) loss_rec_all: 0.2107 (0.2197) loss_rec_sfr: 0.2624 (0.2879) loss_cl: -0.2783 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [02:08:33.764425] Epoch: [254] [1100/2904] eta: 0:22:55 lr: 0.001959 loss: 0.1858 (0.1937) loss_rec_all: 0.2115 (0.2196) loss_rec_sfr: 0.2601 (0.2874) loss_cl: -0.2778 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [02:08:48.684638] Epoch: [254] [1120/2904] eta: 0:22:39 lr: 0.001959 loss: 0.1835 (0.1936) loss_rec_all: 0.2100 (0.2195) loss_rec_sfr: 0.2299 (0.2866) loss_cl: -0.2791 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [02:09:03.594906] Epoch: [254] [1140/2904] eta: 0:22:23 lr: 0.001959 loss: 0.1817 (0.1935) loss_rec_all: 0.2084 (0.2194) loss_rec_sfr: 0.2274 (0.2861) loss_cl: -0.2791 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [02:09:18.508135] Epoch: [254] [1160/2904] eta: 0:22:07 lr: 0.001959 loss: 0.1845 (0.1935) loss_rec_all: 0.2110 (0.2194) loss_rec_sfr: 0.2660 (0.2860) loss_cl: -0.2793 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [02:09:33.420885] Epoch: [254] [1180/2904] eta: 0:21:52 lr: 0.001959 loss: 0.1833 (0.1934) loss_rec_all: 0.2097 (0.2193) loss_rec_sfr: 0.2661 (0.2858) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [02:09:48.331862] Epoch: [254] [1200/2904] eta: 0:21:36 lr: 0.001959 loss: 0.1807 (0.1934) loss_rec_all: 0.2071 (0.2193) loss_rec_sfr: 0.2609 (0.2857) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [02:10:03.242074] Epoch: [254] [1220/2904] eta: 0:21:20 lr: 0.001959 loss: 0.1807 (0.1934) loss_rec_all: 0.2072 (0.2193) loss_rec_sfr: 0.2511 (0.2856) loss_cl: -0.2794 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [02:10:18.156251] Epoch: [254] [1240/2904] eta: 0:21:05 lr: 0.001959 loss: 0.1817 (0.1934) loss_rec_all: 0.2078 (0.2193) loss_rec_sfr: 0.2634 (0.2855) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [02:10:33.075668] Epoch: [254] [1260/2904] eta: 0:20:49 lr: 0.001959 loss: 0.1810 (0.1934) loss_rec_all: 0.2073 (0.2193) loss_rec_sfr: 0.2338 (0.2851) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [02:10:47.994503] Epoch: [254] [1280/2904] eta: 0:20:34 lr: 0.001959 loss: 0.1842 (0.1934) loss_rec_all: 0.2103 (0.2193) loss_rec_sfr: 0.2622 (0.2850) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [02:11:02.909013] Epoch: [254] [1300/2904] eta: 0:20:18 lr: 0.001959 loss: 0.1815 (0.1933) loss_rec_all: 0.2074 (0.2192) loss_rec_sfr: 0.2618 (0.2846) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [02:11:17.822530] Epoch: [254] [1320/2904] eta: 0:20:03 lr: 0.001959 loss: 0.1860 (0.1934) loss_rec_all: 0.2119 (0.2193) loss_rec_sfr: 0.2720 (0.2848) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [02:11:32.744475] Epoch: [254] [1340/2904] eta: 0:19:47 lr: 0.001959 loss: 0.1798 (0.1932) loss_rec_all: 0.2061 (0.2191) loss_rec_sfr: 0.2587 (0.2843) loss_cl: -0.2797 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [02:11:47.658321] Epoch: [254] [1360/2904] eta: 0:19:32 lr: 0.001959 loss: 0.1845 (0.1932) loss_rec_all: 0.2110 (0.2191) loss_rec_sfr: 0.2615 (0.2843) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [02:12:02.570628] Epoch: [254] [1380/2904] eta: 0:19:16 lr: 0.001958 loss: 0.1791 (0.1933) loss_rec_all: 0.2055 (0.2192) loss_rec_sfr: 0.2266 (0.2844) loss_cl: -0.2783 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [02:12:17.488424] Epoch: [254] [1400/2904] eta: 0:19:01 lr: 0.001958 loss: 0.1790 (0.1933) loss_rec_all: 0.2051 (0.2192) loss_rec_sfr: 0.2535 (0.2842) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [02:12:32.408200] Epoch: [254] [1420/2904] eta: 0:18:45 lr: 0.001958 loss: 0.1833 (0.1932) loss_rec_all: 0.2094 (0.2191) loss_rec_sfr: 0.2720 (0.2841) loss_cl: -0.2794 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [02:12:47.315530] Epoch: [254] [1440/2904] eta: 0:18:30 lr: 0.001958 loss: 0.1820 (0.1932) loss_rec_all: 0.2084 (0.2191) loss_rec_sfr: 0.2242 (0.2840) loss_cl: -0.2784 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [02:13:02.221183] Epoch: [254] [1460/2904] eta: 0:18:14 lr: 0.001958 loss: 0.1820 (0.1932) loss_rec_all: 0.2083 (0.2191) loss_rec_sfr: 0.2688 (0.2839) loss_cl: -0.2788 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [02:13:17.129502] Epoch: [254] [1480/2904] eta: 0:17:59 lr: 0.001958 loss: 0.1810 (0.1932) loss_rec_all: 0.2076 (0.2190) loss_rec_sfr: 0.2689 (0.2838) loss_cl: -0.2791 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [02:13:32.046292] Epoch: [254] [1500/2904] eta: 0:17:44 lr: 0.001958 loss: 0.1909 (0.1932) loss_rec_all: 0.2172 (0.2191) loss_rec_sfr: 0.2627 (0.2837) loss_cl: -0.2794 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [02:13:46.959920] Epoch: [254] [1520/2904] eta: 0:17:28 lr: 0.001958 loss: 0.1812 (0.1932) loss_rec_all: 0.2072 (0.2191) loss_rec_sfr: 0.2649 (0.2837) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [02:14:01.873767] Epoch: [254] [1540/2904] eta: 0:17:13 lr: 0.001958 loss: 0.1874 (0.1933) loss_rec_all: 0.2132 (0.2192) loss_rec_sfr: 0.2718 (0.2842) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [02:14:16.792527] Epoch: [254] [1560/2904] eta: 0:16:57 lr: 0.001958 loss: 0.1844 (0.1933) loss_rec_all: 0.2107 (0.2192) loss_rec_sfr: 0.2573 (0.2839) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [02:14:31.705915] Epoch: [254] [1580/2904] eta: 0:16:42 lr: 0.001958 loss: 0.1852 (0.1933) loss_rec_all: 0.2110 (0.2192) loss_rec_sfr: 0.2645 (0.2839) loss_cl: -0.2784 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [02:14:46.614375] Epoch: [254] [1600/2904] eta: 0:16:27 lr: 0.001958 loss: 0.1818 (0.1933) loss_rec_all: 0.2079 (0.2192) loss_rec_sfr: 0.2638 (0.2839) loss_cl: -0.2778 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [02:15:01.523205] Epoch: [254] [1620/2904] eta: 0:16:11 lr: 0.001958 loss: 0.1865 (0.1933) loss_rec_all: 0.2123 (0.2192) loss_rec_sfr: 0.2626 (0.2840) loss_cl: -0.2780 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [02:15:16.434005] Epoch: [254] [1640/2904] eta: 0:15:56 lr: 0.001958 loss: 0.1790 (0.1933) loss_rec_all: 0.2051 (0.2192) loss_rec_sfr: 0.2673 (0.2838) loss_cl: -0.2794 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [02:15:31.347353] Epoch: [254] [1660/2904] eta: 0:15:41 lr: 0.001958 loss: 0.1844 (0.1933) loss_rec_all: 0.2109 (0.2192) loss_rec_sfr: 0.2568 (0.2839) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [02:15:46.256594] Epoch: [254] [1680/2904] eta: 0:15:26 lr: 0.001958 loss: 0.1817 (0.1933) loss_rec_all: 0.2080 (0.2192) loss_rec_sfr: 0.2595 (0.2839) loss_cl: -0.2793 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [02:16:01.164579] Epoch: [254] [1700/2904] eta: 0:15:10 lr: 0.001958 loss: 0.1854 (0.1934) loss_rec_all: 0.2114 (0.2193) loss_rec_sfr: 0.2720 (0.2842) loss_cl: -0.2788 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [02:16:16.075757] Epoch: [254] [1720/2904] eta: 0:14:55 lr: 0.001958 loss: 0.1840 (0.1934) loss_rec_all: 0.2101 (0.2193) loss_rec_sfr: 0.2666 (0.2841) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [02:16:30.996794] Epoch: [254] [1740/2904] eta: 0:14:40 lr: 0.001958 loss: 0.1821 (0.1934) loss_rec_all: 0.2085 (0.2193) loss_rec_sfr: 0.2668 (0.2842) loss_cl: -0.2792 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [02:16:45.910816] Epoch: [254] [1760/2904] eta: 0:14:24 lr: 0.001958 loss: 0.1816 (0.1934) loss_rec_all: 0.2077 (0.2193) loss_rec_sfr: 0.2643 (0.2841) loss_cl: -0.2793 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [02:17:00.832527] Epoch: [254] [1780/2904] eta: 0:14:09 lr: 0.001958 loss: 0.1844 (0.1935) loss_rec_all: 0.2108 (0.2193) loss_rec_sfr: 0.2753 (0.2844) loss_cl: -0.2783 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [02:17:15.751752] Epoch: [254] [1800/2904] eta: 0:13:54 lr: 0.001958 loss: 0.1844 (0.1935) loss_rec_all: 0.2106 (0.2193) loss_rec_sfr: 0.2568 (0.2843) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [02:17:30.667695] Epoch: [254] [1820/2904] eta: 0:13:39 lr: 0.001958 loss: 0.1825 (0.1935) loss_rec_all: 0.2088 (0.2194) loss_rec_sfr: 0.2765 (0.2846) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [02:17:45.582082] Epoch: [254] [1840/2904] eta: 0:13:23 lr: 0.001958 loss: 0.1826 (0.1936) loss_rec_all: 0.2088 (0.2194) loss_rec_sfr: 0.2796 (0.2849) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [02:18:00.492659] Epoch: [254] [1860/2904] eta: 0:13:08 lr: 0.001958 loss: 0.1838 (0.1936) loss_rec_all: 0.2098 (0.2195) loss_rec_sfr: 0.2754 (0.2850) loss_cl: -0.2791 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [02:18:15.406249] Epoch: [254] [1880/2904] eta: 0:12:53 lr: 0.001958 loss: 0.1842 (0.1937) loss_rec_all: 0.2102 (0.2195) loss_rec_sfr: 0.2720 (0.2852) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [02:18:30.314864] Epoch: [254] [1900/2904] eta: 0:12:38 lr: 0.001958 loss: 0.1808 (0.1936) loss_rec_all: 0.2069 (0.2195) loss_rec_sfr: 0.2437 (0.2850) loss_cl: -0.2784 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [02:18:45.228585] Epoch: [254] [1920/2904] eta: 0:12:23 lr: 0.001958 loss: 0.1809 (0.1936) loss_rec_all: 0.2071 (0.2194) loss_rec_sfr: 0.2529 (0.2848) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [02:19:00.139768] Epoch: [254] [1940/2904] eta: 0:12:07 lr: 0.001958 loss: 0.1807 (0.1935) loss_rec_all: 0.2065 (0.2194) loss_rec_sfr: 0.2709 (0.2847) loss_cl: -0.2791 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [02:19:15.049274] Epoch: [254] [1960/2904] eta: 0:11:52 lr: 0.001958 loss: 0.1864 (0.1936) loss_rec_all: 0.2124 (0.2194) loss_rec_sfr: 0.2703 (0.2849) loss_cl: -0.2786 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [02:19:29.955080] Epoch: [254] [1980/2904] eta: 0:11:37 lr: 0.001958 loss: 0.1860 (0.1936) loss_rec_all: 0.2123 (0.2195) loss_rec_sfr: 0.2659 (0.2849) loss_cl: -0.2795 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [02:19:44.863660] Epoch: [254] [2000/2904] eta: 0:11:22 lr: 0.001958 loss: 0.1809 (0.1935) loss_rec_all: 0.2070 (0.2194) loss_rec_sfr: 0.2699 (0.2848) loss_cl: -0.2787 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [02:19:59.771440] Epoch: [254] [2020/2904] eta: 0:11:07 lr: 0.001958 loss: 0.1835 (0.1935) loss_rec_all: 0.2096 (0.2194) loss_rec_sfr: 0.2642 (0.2847) loss_cl: -0.2785 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [02:20:14.683706] Epoch: [254] [2040/2904] eta: 0:10:52 lr: 0.001958 loss: 0.1815 (0.1934) loss_rec_all: 0.2077 (0.2193) loss_rec_sfr: 0.2690 (0.2846) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [02:20:29.599115] Epoch: [254] [2060/2904] eta: 0:10:36 lr: 0.001958 loss: 0.1818 (0.1935) loss_rec_all: 0.2080 (0.2193) loss_rec_sfr: 0.2645 (0.2846) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [02:20:44.520178] Epoch: [254] [2080/2904] eta: 0:10:21 lr: 0.001958 loss: 0.1837 (0.1935) loss_rec_all: 0.2095 (0.2194) loss_rec_sfr: 0.2697 (0.2847) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [02:20:59.438539] Epoch: [254] [2100/2904] eta: 0:10:06 lr: 0.001958 loss: 0.1864 (0.1936) loss_rec_all: 0.2124 (0.2194) loss_rec_sfr: 0.2742 (0.2851) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [02:21:14.357691] Epoch: [254] [2120/2904] eta: 0:09:51 lr: 0.001958 loss: 0.1815 (0.1935) loss_rec_all: 0.2078 (0.2194) loss_rec_sfr: 0.2710 (0.2851) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [02:21:29.265284] Epoch: [254] [2140/2904] eta: 0:09:36 lr: 0.001957 loss: 0.1831 (0.1935) loss_rec_all: 0.2087 (0.2194) loss_rec_sfr: 0.2706 (0.2851) loss_cl: -0.2785 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [02:21:44.174109] Epoch: [254] [2160/2904] eta: 0:09:21 lr: 0.001957 loss: 0.1813 (0.1935) loss_rec_all: 0.2071 (0.2194) loss_rec_sfr: 0.2285 (0.2850) loss_cl: -0.2793 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [02:21:59.089470] Epoch: [254] [2180/2904] eta: 0:09:05 lr: 0.001957 loss: 0.1837 (0.1935) loss_rec_all: 0.2097 (0.2194) loss_rec_sfr: 0.2710 (0.2851) loss_cl: -0.2799 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [02:22:14.003959] Epoch: [254] [2200/2904] eta: 0:08:50 lr: 0.001957 loss: 0.1833 (0.1935) loss_rec_all: 0.2092 (0.2194) loss_rec_sfr: 0.2722 (0.2852) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [02:22:28.918903] Epoch: [254] [2220/2904] eta: 0:08:35 lr: 0.001957 loss: 0.1846 (0.1935) loss_rec_all: 0.2104 (0.2194) loss_rec_sfr: 0.2703 (0.2852) loss_cl: -0.2784 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [02:22:43.833484] Epoch: [254] [2240/2904] eta: 0:08:20 lr: 0.001957 loss: 0.1807 (0.1934) loss_rec_all: 0.2071 (0.2193) loss_rec_sfr: 0.2619 (0.2850) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [02:22:58.751497] Epoch: [254] [2260/2904] eta: 0:08:05 lr: 0.001957 loss: 0.1886 (0.1935) loss_rec_all: 0.2145 (0.2194) loss_rec_sfr: 0.2622 (0.2851) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [02:23:13.670618] Epoch: [254] [2280/2904] eta: 0:07:50 lr: 0.001957 loss: 0.1844 (0.1935) loss_rec_all: 0.2103 (0.2194) loss_rec_sfr: 0.2755 (0.2852) loss_cl: -0.2797 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [02:23:28.581751] Epoch: [254] [2300/2904] eta: 0:07:35 lr: 0.001957 loss: 0.1826 (0.1935) loss_rec_all: 0.2087 (0.2193) loss_rec_sfr: 0.2668 (0.2851) loss_cl: -0.2796 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [02:23:43.496694] Epoch: [254] [2320/2904] eta: 0:07:20 lr: 0.001957 loss: 0.1824 (0.1935) loss_rec_all: 0.2082 (0.2194) loss_rec_sfr: 0.2671 (0.2852) loss_cl: -0.2784 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [02:23:58.413782] Epoch: [254] [2340/2904] eta: 0:07:04 lr: 0.001957 loss: 0.1831 (0.1934) loss_rec_all: 0.2089 (0.2193) loss_rec_sfr: 0.2632 (0.2850) loss_cl: -0.2773 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [02:24:13.330201] Epoch: [254] [2360/2904] eta: 0:06:49 lr: 0.001957 loss: 0.1792 (0.1933) loss_rec_all: 0.2055 (0.2192) loss_rec_sfr: 0.2615 (0.2848) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [02:24:28.245006] Epoch: [254] [2380/2904] eta: 0:06:34 lr: 0.001957 loss: 0.1814 (0.1933) loss_rec_all: 0.2080 (0.2192) loss_rec_sfr: 0.2552 (0.2846) loss_cl: -0.2793 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [02:24:43.158442] Epoch: [254] [2400/2904] eta: 0:06:19 lr: 0.001957 loss: 0.1841 (0.1933) loss_rec_all: 0.2099 (0.2192) loss_rec_sfr: 0.2757 (0.2847) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [02:24:58.069378] Epoch: [254] [2420/2904] eta: 0:06:04 lr: 0.001957 loss: 0.1798 (0.1932) loss_rec_all: 0.2059 (0.2191) loss_rec_sfr: 0.2388 (0.2843) loss_cl: -0.2785 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [02:25:12.978060] Epoch: [254] [2440/2904] eta: 0:05:49 lr: 0.001957 loss: 0.1882 (0.1932) loss_rec_all: 0.2143 (0.2191) loss_rec_sfr: 0.2687 (0.2844) loss_cl: -0.2782 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [02:25:27.889243] Epoch: [254] [2460/2904] eta: 0:05:34 lr: 0.001957 loss: 0.1834 (0.1933) loss_rec_all: 0.2096 (0.2192) loss_rec_sfr: 0.2759 (0.2845) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [02:25:42.798365] Epoch: [254] [2480/2904] eta: 0:05:19 lr: 0.001957 loss: 0.1825 (0.1932) loss_rec_all: 0.2090 (0.2191) loss_rec_sfr: 0.2659 (0.2842) loss_cl: -0.2801 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [02:25:57.716927] Epoch: [254] [2500/2904] eta: 0:05:04 lr: 0.001957 loss: 0.1877 (0.1933) loss_rec_all: 0.2137 (0.2192) loss_rec_sfr: 0.2697 (0.2844) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [02:26:12.635369] Epoch: [254] [2520/2904] eta: 0:04:49 lr: 0.001957 loss: 0.1880 (0.1933) loss_rec_all: 0.2141 (0.2192) loss_rec_sfr: 0.2637 (0.2843) loss_cl: -0.2781 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [02:26:27.551117] Epoch: [254] [2540/2904] eta: 0:04:34 lr: 0.001957 loss: 0.1825 (0.1933) loss_rec_all: 0.2083 (0.2192) loss_rec_sfr: 0.2850 (0.2846) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [02:26:42.482537] Epoch: [254] [2560/2904] eta: 0:04:18 lr: 0.001957 loss: 0.1818 (0.1933) loss_rec_all: 0.2081 (0.2192) loss_rec_sfr: 0.2643 (0.2845) loss_cl: -0.2790 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [02:26:57.418447] Epoch: [254] [2580/2904] eta: 0:04:03 lr: 0.001957 loss: 0.1844 (0.1934) loss_rec_all: 0.2106 (0.2193) loss_rec_sfr: 0.2621 (0.2847) loss_cl: -0.2795 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [02:27:12.348176] Epoch: [254] [2600/2904] eta: 0:03:48 lr: 0.001957 loss: 0.1812 (0.1934) loss_rec_all: 0.2071 (0.2193) loss_rec_sfr: 0.2751 (0.2847) loss_cl: -0.2778 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [02:27:27.276590] Epoch: [254] [2620/2904] eta: 0:03:33 lr: 0.001957 loss: 0.1843 (0.1934) loss_rec_all: 0.2105 (0.2192) loss_rec_sfr: 0.2631 (0.2846) loss_cl: -0.2785 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [02:27:42.205195] Epoch: [254] [2640/2904] eta: 0:03:18 lr: 0.001957 loss: 0.1866 (0.1934) loss_rec_all: 0.2128 (0.2193) loss_rec_sfr: 0.2656 (0.2848) loss_cl: -0.2793 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [02:27:57.132432] Epoch: [254] [2660/2904] eta: 0:03:03 lr: 0.001957 loss: 0.1786 (0.1934) loss_rec_all: 0.2047 (0.2193) loss_rec_sfr: 0.2591 (0.2847) loss_cl: -0.2799 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [02:28:12.065195] Epoch: [254] [2680/2904] eta: 0:02:48 lr: 0.001957 loss: 0.1872 (0.1935) loss_rec_all: 0.2136 (0.2194) loss_rec_sfr: 0.2670 (0.2850) loss_cl: -0.2798 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [02:28:26.995234] Epoch: [254] [2700/2904] eta: 0:02:33 lr: 0.001957 loss: 0.1838 (0.1935) loss_rec_all: 0.2101 (0.2194) loss_rec_sfr: 0.2560 (0.2849) loss_cl: -0.2785 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [02:28:41.916872] Epoch: [254] [2720/2904] eta: 0:02:18 lr: 0.001957 loss: 0.1807 (0.1934) loss_rec_all: 0.2066 (0.2193) loss_rec_sfr: 0.2584 (0.2847) loss_cl: -0.2781 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [02:28:56.835936] Epoch: [254] [2740/2904] eta: 0:02:03 lr: 0.001957 loss: 0.1836 (0.1934) loss_rec_all: 0.2096 (0.2193) loss_rec_sfr: 0.2676 (0.2847) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [02:29:11.757248] Epoch: [254] [2760/2904] eta: 0:01:48 lr: 0.001957 loss: 0.1910 (0.1935) loss_rec_all: 0.2170 (0.2194) loss_rec_sfr: 0.2661 (0.2849) loss_cl: -0.2797 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [02:29:26.683304] Epoch: [254] [2780/2904] eta: 0:01:33 lr: 0.001957 loss: 0.1793 (0.1935) loss_rec_all: 0.2054 (0.2194) loss_rec_sfr: 0.2696 (0.2851) loss_cl: -0.2789 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [02:29:41.610117] Epoch: [254] [2800/2904] eta: 0:01:18 lr: 0.001957 loss: 0.1828 (0.1935) loss_rec_all: 0.2090 (0.2194) loss_rec_sfr: 0.2445 (0.2851) loss_cl: -0.2779 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [02:29:56.530451] Epoch: [254] [2820/2904] eta: 0:01:03 lr: 0.001957 loss: 0.1844 (0.1935) loss_rec_all: 0.2102 (0.2194) loss_rec_sfr: 0.2696 (0.2850) loss_cl: -0.2782 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [02:30:11.498308] Epoch: [254] [2840/2904] eta: 0:00:48 lr: 0.001957 loss: 0.1828 (0.1934) loss_rec_all: 0.2088 (0.2193) loss_rec_sfr: 0.2700 (0.2849) loss_cl: -0.2796 (-0.2788) time: 0.7484 data: 0.0024 max mem: 29860 [02:30:26.398227] Epoch: [254] [2860/2904] eta: 0:00:33 lr: 0.001957 loss: 0.1881 (0.1935) loss_rec_all: 0.2143 (0.2194) loss_rec_sfr: 0.2591 (0.2850) loss_cl: -0.2795 (-0.2788) time: 0.7450 data: 0.0001 max mem: 29860 [02:30:41.303913] Epoch: [254] [2880/2904] eta: 0:00:18 lr: 0.001957 loss: 0.1827 (0.1935) loss_rec_all: 0.2088 (0.2194) loss_rec_sfr: 0.2652 (0.2850) loss_cl: -0.2787 (-0.2788) time: 0.7452 data: 0.0001 max mem: 29860 [02:30:56.204717] Epoch: [254] [2900/2904] eta: 0:00:03 lr: 0.001956 loss: 0.1804 (0.1934) loss_rec_all: 0.2064 (0.2193) loss_rec_sfr: 0.2724 (0.2848) loss_cl: -0.2782 (-0.2788) time: 0.7450 data: 0.0001 max mem: 29860 [02:30:58.445747] Epoch: [254] [2903/2904] eta: 0:00:00 lr: 0.001956 loss: 0.1804 (0.1934) loss_rec_all: 0.2064 (0.2193) loss_rec_sfr: 0.2733 (0.2849) loss_cl: -0.2781 (-0.2788) time: 0.7449 data: 0.0001 max mem: 29860 [02:31:00.699899] Epoch: [254] Total time: 0:36:26 (0.7529 s / it) [02:31:00.700907] Averaged stats: lr: 0.001956 loss: 0.1804 (0.1957) loss_rec_all: 0.2064 (0.2193) loss_rec_sfr: 0.2733 (0.2840) loss_cl: -0.2781 (-0.2556) [02:31:00.706071] log_dir: ./checkpoint/VF2_ViT-B [02:31:16.762941] Epoch: [255] [ 0/2904] eta: 12:57:06 lr: 0.001956 loss: 0.1788 (0.1788) loss_rec_all: 0.2048 (0.2048) loss_rec_sfr: 0.2801 (0.2801) loss_cl: -0.2790 (-0.2790) time: 16.0560 data: 15.3238 max mem: 29860 [02:31:33.774013] Epoch: [255] [ 20/2904] eta: 1:15:41 lr: 0.001956 loss: 0.1873 (0.1975) loss_rec_all: 0.2135 (0.2232) loss_rec_sfr: 0.2661 (0.3026) loss_cl: -0.2787 (-0.2785) time: 0.8505 data: 0.0403 max mem: 29860 [02:31:48.658270] Epoch: [255] [ 40/2904] eta: 0:55:49 lr: 0.001956 loss: 0.1859 (0.1944) loss_rec_all: 0.2118 (0.2202) loss_rec_sfr: 0.2695 (0.2898) loss_cl: -0.2787 (-0.2785) time: 0.7442 data: 0.0002 max mem: 29860 [02:32:03.566375] Epoch: [255] [ 60/2904] eta: 0:48:50 lr: 0.001956 loss: 0.1851 (0.1961) loss_rec_all: 0.2112 (0.2219) loss_rec_sfr: 0.2708 (0.2957) loss_cl: -0.2798 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [02:32:18.470612] Epoch: [255] [ 80/2904] eta: 0:45:11 lr: 0.001956 loss: 0.1873 (0.1961) loss_rec_all: 0.2137 (0.2219) loss_rec_sfr: 0.2708 (0.2968) loss_cl: -0.2790 (-0.2789) time: 0.7452 data: 0.0003 max mem: 29860 [02:32:33.380051] Epoch: [255] [ 100/2904] eta: 0:42:52 lr: 0.001956 loss: 0.1806 (0.1954) loss_rec_all: 0.2067 (0.2212) loss_rec_sfr: 0.2690 (0.2951) loss_cl: -0.2793 (-0.2790) time: 0.7454 data: 0.0002 max mem: 29860 [02:32:48.296105] Epoch: [255] [ 120/2904] eta: 0:41:15 lr: 0.001956 loss: 0.1810 (0.1956) loss_rec_all: 0.2072 (0.2214) loss_rec_sfr: 0.2663 (0.2938) loss_cl: -0.2783 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [02:33:03.223715] Epoch: [255] [ 140/2904] eta: 0:40:01 lr: 0.001956 loss: 0.1789 (0.1944) loss_rec_all: 0.2051 (0.2202) loss_rec_sfr: 0.2363 (0.2884) loss_cl: -0.2780 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [02:33:18.154077] Epoch: [255] [ 160/2904] eta: 0:39:02 lr: 0.001956 loss: 0.1827 (0.1934) loss_rec_all: 0.2090 (0.2192) loss_rec_sfr: 0.2669 (0.2860) loss_cl: -0.2788 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [02:33:33.092833] Epoch: [255] [ 180/2904] eta: 0:38:13 lr: 0.001956 loss: 0.1828 (0.1930) loss_rec_all: 0.2091 (0.2188) loss_rec_sfr: 0.2648 (0.2848) loss_cl: -0.2792 (-0.2787) time: 0.7469 data: 0.0002 max mem: 29860 [02:33:48.023231] Epoch: [255] [ 200/2904] eta: 0:37:30 lr: 0.001956 loss: 0.1804 (0.1920) loss_rec_all: 0.2071 (0.2179) loss_rec_sfr: 0.2323 (0.2802) loss_cl: -0.2802 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [02:34:02.952578] Epoch: [255] [ 220/2904] eta: 0:36:53 lr: 0.001956 loss: 0.1815 (0.1917) loss_rec_all: 0.2079 (0.2177) loss_rec_sfr: 0.2596 (0.2791) loss_cl: -0.2794 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [02:34:17.878042] Epoch: [255] [ 240/2904] eta: 0:36:19 lr: 0.001956 loss: 0.1839 (0.1915) loss_rec_all: 0.2099 (0.2175) loss_rec_sfr: 0.2677 (0.2786) loss_cl: -0.2784 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [02:34:32.806283] Epoch: [255] [ 260/2904] eta: 0:35:48 lr: 0.001956 loss: 0.1806 (0.1910) loss_rec_all: 0.2065 (0.2169) loss_rec_sfr: 0.2725 (0.2777) loss_cl: -0.2790 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [02:34:47.781781] Epoch: [255] [ 280/2904] eta: 0:35:20 lr: 0.001956 loss: 0.1838 (0.1915) loss_rec_all: 0.2103 (0.2174) loss_rec_sfr: 0.2631 (0.2787) loss_cl: -0.2791 (-0.2788) time: 0.7487 data: 0.0002 max mem: 29860 [02:35:02.711732] Epoch: [255] [ 300/2904] eta: 0:34:53 lr: 0.001956 loss: 0.1848 (0.1915) loss_rec_all: 0.2106 (0.2174) loss_rec_sfr: 0.2591 (0.2783) loss_cl: -0.2783 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [02:35:17.636770] Epoch: [255] [ 320/2904] eta: 0:34:28 lr: 0.001956 loss: 0.1800 (0.1913) loss_rec_all: 0.2061 (0.2172) loss_rec_sfr: 0.2624 (0.2779) loss_cl: -0.2787 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [02:35:32.566794] Epoch: [255] [ 340/2904] eta: 0:34:04 lr: 0.001956 loss: 0.1797 (0.1910) loss_rec_all: 0.2058 (0.2170) loss_rec_sfr: 0.2423 (0.2769) loss_cl: -0.2799 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [02:35:47.494916] Epoch: [255] [ 360/2904] eta: 0:33:40 lr: 0.001956 loss: 0.1840 (0.1909) loss_rec_all: 0.2100 (0.2168) loss_rec_sfr: 0.2621 (0.2764) loss_cl: -0.2797 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [02:36:02.418770] Epoch: [255] [ 380/2904] eta: 0:33:18 lr: 0.001956 loss: 0.1842 (0.1908) loss_rec_all: 0.2107 (0.2167) loss_rec_sfr: 0.2684 (0.2763) loss_cl: -0.2791 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [02:36:17.342592] Epoch: [255] [ 400/2904] eta: 0:32:57 lr: 0.001956 loss: 0.1778 (0.1906) loss_rec_all: 0.2042 (0.2166) loss_rec_sfr: 0.2261 (0.2757) loss_cl: -0.2785 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [02:36:32.262960] Epoch: [255] [ 420/2904] eta: 0:32:36 lr: 0.001956 loss: 0.1861 (0.1912) loss_rec_all: 0.2122 (0.2171) loss_rec_sfr: 0.2698 (0.2774) loss_cl: -0.2781 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [02:36:47.189831] Epoch: [255] [ 440/2904] eta: 0:32:15 lr: 0.001956 loss: 0.1830 (0.1913) loss_rec_all: 0.2091 (0.2172) loss_rec_sfr: 0.2323 (0.2776) loss_cl: -0.2793 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [02:37:02.111348] Epoch: [255] [ 460/2904] eta: 0:31:55 lr: 0.001956 loss: 0.1825 (0.1912) loss_rec_all: 0.2091 (0.2171) loss_rec_sfr: 0.2686 (0.2772) loss_cl: -0.2793 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [02:37:17.031931] Epoch: [255] [ 480/2904] eta: 0:31:36 lr: 0.001956 loss: 0.1836 (0.1917) loss_rec_all: 0.2097 (0.2176) loss_rec_sfr: 0.2698 (0.2790) loss_cl: -0.2782 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [02:37:31.951881] Epoch: [255] [ 500/2904] eta: 0:31:17 lr: 0.001956 loss: 0.1877 (0.1918) loss_rec_all: 0.2141 (0.2178) loss_rec_sfr: 0.2619 (0.2790) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [02:37:46.871162] Epoch: [255] [ 520/2904] eta: 0:30:58 lr: 0.001956 loss: 0.1837 (0.1920) loss_rec_all: 0.2095 (0.2179) loss_rec_sfr: 0.2728 (0.2797) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [02:38:01.790112] Epoch: [255] [ 540/2904] eta: 0:30:39 lr: 0.001956 loss: 0.1877 (0.1922) loss_rec_all: 0.2138 (0.2182) loss_rec_sfr: 0.2670 (0.2807) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [02:38:16.712321] Epoch: [255] [ 560/2904] eta: 0:30:21 lr: 0.001956 loss: 0.1802 (0.1920) loss_rec_all: 0.2065 (0.2180) loss_rec_sfr: 0.2647 (0.2800) loss_cl: -0.2790 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [02:38:31.628156] Epoch: [255] [ 580/2904] eta: 0:30:03 lr: 0.001956 loss: 0.1832 (0.1921) loss_rec_all: 0.2092 (0.2180) loss_rec_sfr: 0.2754 (0.2801) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [02:38:46.545477] Epoch: [255] [ 600/2904] eta: 0:29:45 lr: 0.001956 loss: 0.1794 (0.1920) loss_rec_all: 0.2055 (0.2179) loss_rec_sfr: 0.2389 (0.2796) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [02:39:01.464761] Epoch: [255] [ 620/2904] eta: 0:29:28 lr: 0.001956 loss: 0.1915 (0.1925) loss_rec_all: 0.2176 (0.2184) loss_rec_sfr: 0.2705 (0.2810) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [02:39:16.381941] Epoch: [255] [ 640/2904] eta: 0:29:10 lr: 0.001956 loss: 0.1842 (0.1925) loss_rec_all: 0.2105 (0.2184) loss_rec_sfr: 0.2665 (0.2814) loss_cl: -0.2793 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [02:39:31.300140] Epoch: [255] [ 660/2904] eta: 0:28:53 lr: 0.001956 loss: 0.1838 (0.1927) loss_rec_all: 0.2102 (0.2187) loss_rec_sfr: 0.2678 (0.2821) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [02:39:46.217109] Epoch: [255] [ 680/2904] eta: 0:28:36 lr: 0.001956 loss: 0.1823 (0.1929) loss_rec_all: 0.2085 (0.2188) loss_rec_sfr: 0.2654 (0.2827) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [02:40:01.134020] Epoch: [255] [ 700/2904] eta: 0:28:19 lr: 0.001956 loss: 0.1875 (0.1931) loss_rec_all: 0.2136 (0.2190) loss_rec_sfr: 0.2608 (0.2830) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [02:40:16.051651] Epoch: [255] [ 720/2904] eta: 0:28:02 lr: 0.001956 loss: 0.1837 (0.1931) loss_rec_all: 0.2096 (0.2190) loss_rec_sfr: 0.2571 (0.2829) loss_cl: -0.2796 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [02:40:30.969956] Epoch: [255] [ 740/2904] eta: 0:27:45 lr: 0.001955 loss: 0.1823 (0.1929) loss_rec_all: 0.2085 (0.2188) loss_rec_sfr: 0.2562 (0.2825) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0004 max mem: 29860 [02:40:45.882523] Epoch: [255] [ 760/2904] eta: 0:27:28 lr: 0.001955 loss: 0.1832 (0.1930) loss_rec_all: 0.2091 (0.2189) loss_rec_sfr: 0.2687 (0.2828) loss_cl: -0.2781 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [02:41:00.801879] Epoch: [255] [ 780/2904] eta: 0:27:11 lr: 0.001955 loss: 0.1885 (0.1930) loss_rec_all: 0.2143 (0.2189) loss_rec_sfr: 0.2643 (0.2831) loss_cl: -0.2784 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [02:41:15.730975] Epoch: [255] [ 800/2904] eta: 0:26:55 lr: 0.001955 loss: 0.1885 (0.1932) loss_rec_all: 0.2145 (0.2191) loss_rec_sfr: 0.2605 (0.2832) loss_cl: -0.2789 (-0.2788) time: 0.7464 data: 0.0004 max mem: 29860 [02:41:30.646206] Epoch: [255] [ 820/2904] eta: 0:26:38 lr: 0.001955 loss: 0.1807 (0.1931) loss_rec_all: 0.2069 (0.2190) loss_rec_sfr: 0.2720 (0.2832) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [02:41:45.560787] Epoch: [255] [ 840/2904] eta: 0:26:22 lr: 0.001955 loss: 0.1837 (0.1930) loss_rec_all: 0.2098 (0.2189) loss_rec_sfr: 0.2627 (0.2828) loss_cl: -0.2793 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [02:42:00.477381] Epoch: [255] [ 860/2904] eta: 0:26:06 lr: 0.001955 loss: 0.1851 (0.1931) loss_rec_all: 0.2111 (0.2190) loss_rec_sfr: 0.2817 (0.2836) loss_cl: -0.2794 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [02:42:15.395055] Epoch: [255] [ 880/2904] eta: 0:25:49 lr: 0.001955 loss: 0.1839 (0.1932) loss_rec_all: 0.2098 (0.2191) loss_rec_sfr: 0.2613 (0.2838) loss_cl: -0.2781 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [02:42:30.307385] Epoch: [255] [ 900/2904] eta: 0:25:33 lr: 0.001955 loss: 0.1827 (0.1932) loss_rec_all: 0.2092 (0.2191) loss_rec_sfr: 0.2661 (0.2837) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [02:42:45.217844] Epoch: [255] [ 920/2904] eta: 0:25:17 lr: 0.001955 loss: 0.1840 (0.1933) loss_rec_all: 0.2098 (0.2192) loss_rec_sfr: 0.2758 (0.2843) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [02:43:00.131637] Epoch: [255] [ 940/2904] eta: 0:25:01 lr: 0.001955 loss: 0.1857 (0.1934) loss_rec_all: 0.2121 (0.2193) loss_rec_sfr: 0.2675 (0.2845) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [02:43:15.037139] Epoch: [255] [ 960/2904] eta: 0:24:45 lr: 0.001955 loss: 0.1865 (0.1936) loss_rec_all: 0.2122 (0.2194) loss_rec_sfr: 0.2644 (0.2850) loss_cl: -0.2791 (-0.2788) time: 0.7452 data: 0.0003 max mem: 29860 [02:43:29.945972] Epoch: [255] [ 980/2904] eta: 0:24:29 lr: 0.001955 loss: 0.1858 (0.1936) loss_rec_all: 0.2120 (0.2195) loss_rec_sfr: 0.2319 (0.2849) loss_cl: -0.2781 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [02:43:44.851556] Epoch: [255] [1000/2904] eta: 0:24:13 lr: 0.001955 loss: 0.1841 (0.1936) loss_rec_all: 0.2102 (0.2195) loss_rec_sfr: 0.2679 (0.2849) loss_cl: -0.2789 (-0.2788) time: 0.7452 data: 0.0003 max mem: 29860 [02:43:59.754696] Epoch: [255] [1020/2904] eta: 0:23:57 lr: 0.001955 loss: 0.1831 (0.1936) loss_rec_all: 0.2094 (0.2195) loss_rec_sfr: 0.2567 (0.2849) loss_cl: -0.2780 (-0.2788) time: 0.7451 data: 0.0003 max mem: 29860 [02:44:14.667070] Epoch: [255] [1040/2904] eta: 0:23:41 lr: 0.001955 loss: 0.1848 (0.1937) loss_rec_all: 0.2107 (0.2196) loss_rec_sfr: 0.2643 (0.2852) loss_cl: -0.2763 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [02:44:29.581102] Epoch: [255] [1060/2904] eta: 0:23:25 lr: 0.001955 loss: 0.1817 (0.1938) loss_rec_all: 0.2081 (0.2197) loss_rec_sfr: 0.2628 (0.2854) loss_cl: -0.2774 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [02:44:44.491787] Epoch: [255] [1080/2904] eta: 0:23:09 lr: 0.001955 loss: 0.1816 (0.1937) loss_rec_all: 0.2076 (0.2195) loss_rec_sfr: 0.2288 (0.2849) loss_cl: -0.2768 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [02:44:59.402785] Epoch: [255] [1100/2904] eta: 0:22:54 lr: 0.001955 loss: 0.1850 (0.1938) loss_rec_all: 0.2111 (0.2196) loss_rec_sfr: 0.2731 (0.2852) loss_cl: -0.2795 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [02:45:14.314759] Epoch: [255] [1120/2904] eta: 0:22:38 lr: 0.001955 loss: 0.1834 (0.1936) loss_rec_all: 0.2095 (0.2195) loss_rec_sfr: 0.2612 (0.2848) loss_cl: -0.2794 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [02:45:29.224036] Epoch: [255] [1140/2904] eta: 0:22:22 lr: 0.001955 loss: 0.1830 (0.1937) loss_rec_all: 0.2093 (0.2196) loss_rec_sfr: 0.2720 (0.2852) loss_cl: -0.2791 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [02:45:44.132838] Epoch: [255] [1160/2904] eta: 0:22:06 lr: 0.001955 loss: 0.1869 (0.1938) loss_rec_all: 0.2127 (0.2197) loss_rec_sfr: 0.2715 (0.2855) loss_cl: -0.2785 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [02:45:59.050741] Epoch: [255] [1180/2904] eta: 0:21:51 lr: 0.001955 loss: 0.1890 (0.1940) loss_rec_all: 0.2152 (0.2199) loss_rec_sfr: 0.2659 (0.2861) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [02:46:13.963123] Epoch: [255] [1200/2904] eta: 0:21:35 lr: 0.001955 loss: 0.1863 (0.1940) loss_rec_all: 0.2127 (0.2199) loss_rec_sfr: 0.2401 (0.2861) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [02:46:28.878646] Epoch: [255] [1220/2904] eta: 0:21:20 lr: 0.001955 loss: 0.1808 (0.1941) loss_rec_all: 0.2072 (0.2200) loss_rec_sfr: 0.2695 (0.2863) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [02:46:43.798701] Epoch: [255] [1240/2904] eta: 0:21:04 lr: 0.001955 loss: 0.1834 (0.1940) loss_rec_all: 0.2092 (0.2199) loss_rec_sfr: 0.2582 (0.2861) loss_cl: -0.2791 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [02:46:58.708328] Epoch: [255] [1260/2904] eta: 0:20:48 lr: 0.001955 loss: 0.1845 (0.1942) loss_rec_all: 0.2106 (0.2200) loss_rec_sfr: 0.2749 (0.2867) loss_cl: -0.2798 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [02:47:13.618729] Epoch: [255] [1280/2904] eta: 0:20:33 lr: 0.001955 loss: 0.1805 (0.1940) loss_rec_all: 0.2067 (0.2199) loss_rec_sfr: 0.2625 (0.2863) loss_cl: -0.2795 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [02:47:28.528059] Epoch: [255] [1300/2904] eta: 0:20:17 lr: 0.001955 loss: 0.1810 (0.1939) loss_rec_all: 0.2073 (0.2198) loss_rec_sfr: 0.2286 (0.2858) loss_cl: -0.2784 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [02:47:43.442100] Epoch: [255] [1320/2904] eta: 0:20:02 lr: 0.001955 loss: 0.1832 (0.1939) loss_rec_all: 0.2092 (0.2198) loss_rec_sfr: 0.2683 (0.2858) loss_cl: -0.2780 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [02:47:58.352215] Epoch: [255] [1340/2904] eta: 0:19:46 lr: 0.001955 loss: 0.1831 (0.1940) loss_rec_all: 0.2094 (0.2199) loss_rec_sfr: 0.2752 (0.2862) loss_cl: -0.2782 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [02:48:13.266391] Epoch: [255] [1360/2904] eta: 0:19:31 lr: 0.001955 loss: 0.1864 (0.1941) loss_rec_all: 0.2126 (0.2200) loss_rec_sfr: 0.2768 (0.2865) loss_cl: -0.2798 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [02:48:28.183737] Epoch: [255] [1380/2904] eta: 0:19:15 lr: 0.001955 loss: 0.1969 (0.1944) loss_rec_all: 0.2227 (0.2202) loss_rec_sfr: 0.2726 (0.2874) loss_cl: -0.2796 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [02:48:43.104210] Epoch: [255] [1400/2904] eta: 0:19:00 lr: 0.001955 loss: 0.1839 (0.1943) loss_rec_all: 0.2098 (0.2202) loss_rec_sfr: 0.2721 (0.2875) loss_cl: -0.2783 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [02:48:58.029851] Epoch: [255] [1420/2904] eta: 0:18:45 lr: 0.001955 loss: 0.1854 (0.1944) loss_rec_all: 0.2114 (0.2203) loss_rec_sfr: 0.2625 (0.2876) loss_cl: -0.2783 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [02:49:12.954318] Epoch: [255] [1440/2904] eta: 0:18:29 lr: 0.001955 loss: 0.1803 (0.1944) loss_rec_all: 0.2062 (0.2202) loss_rec_sfr: 0.2629 (0.2876) loss_cl: -0.2783 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [02:49:27.872247] Epoch: [255] [1460/2904] eta: 0:18:14 lr: 0.001955 loss: 0.1830 (0.1944) loss_rec_all: 0.2089 (0.2202) loss_rec_sfr: 0.2657 (0.2875) loss_cl: -0.2781 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [02:49:42.796325] Epoch: [255] [1480/2904] eta: 0:17:58 lr: 0.001955 loss: 0.1840 (0.1944) loss_rec_all: 0.2099 (0.2203) loss_rec_sfr: 0.2693 (0.2877) loss_cl: -0.2789 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [02:49:57.730928] Epoch: [255] [1500/2904] eta: 0:17:43 lr: 0.001954 loss: 0.1816 (0.1944) loss_rec_all: 0.2076 (0.2202) loss_rec_sfr: 0.2588 (0.2874) loss_cl: -0.2794 (-0.2788) time: 0.7467 data: 0.0003 max mem: 29860 [02:50:12.649114] Epoch: [255] [1520/2904] eta: 0:17:28 lr: 0.001954 loss: 0.1819 (0.1942) loss_rec_all: 0.2079 (0.2201) loss_rec_sfr: 0.2590 (0.2870) loss_cl: -0.2797 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [02:50:27.568783] Epoch: [255] [1540/2904] eta: 0:17:12 lr: 0.001954 loss: 0.1837 (0.1943) loss_rec_all: 0.2096 (0.2201) loss_rec_sfr: 0.2636 (0.2870) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [02:50:42.494670] Epoch: [255] [1560/2904] eta: 0:16:57 lr: 0.001954 loss: 0.1822 (0.1943) loss_rec_all: 0.2081 (0.2202) loss_rec_sfr: 0.2729 (0.2872) loss_cl: -0.2785 (-0.2788) time: 0.7463 data: 0.0003 max mem: 29860 [02:50:57.416776] Epoch: [255] [1580/2904] eta: 0:16:42 lr: 0.001954 loss: 0.1809 (0.1942) loss_rec_all: 0.2072 (0.2201) loss_rec_sfr: 0.2544 (0.2868) loss_cl: -0.2790 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [02:51:12.337980] Epoch: [255] [1600/2904] eta: 0:16:26 lr: 0.001954 loss: 0.1822 (0.1941) loss_rec_all: 0.2087 (0.2200) loss_rec_sfr: 0.2601 (0.2865) loss_cl: -0.2800 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [02:51:27.261827] Epoch: [255] [1620/2904] eta: 0:16:11 lr: 0.001954 loss: 0.1859 (0.1942) loss_rec_all: 0.2120 (0.2201) loss_rec_sfr: 0.2680 (0.2869) loss_cl: -0.2792 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [02:51:42.202376] Epoch: [255] [1640/2904] eta: 0:15:56 lr: 0.001954 loss: 0.1819 (0.1942) loss_rec_all: 0.2083 (0.2201) loss_rec_sfr: 0.2671 (0.2868) loss_cl: -0.2773 (-0.2788) time: 0.7470 data: 0.0003 max mem: 29860 [02:51:57.137168] Epoch: [255] [1660/2904] eta: 0:15:40 lr: 0.001954 loss: 0.1838 (0.1942) loss_rec_all: 0.2100 (0.2201) loss_rec_sfr: 0.2671 (0.2867) loss_cl: -0.2782 (-0.2788) time: 0.7467 data: 0.0003 max mem: 29860 [02:52:12.065745] Epoch: [255] [1680/2904] eta: 0:15:25 lr: 0.001954 loss: 0.1871 (0.1943) loss_rec_all: 0.2132 (0.2201) loss_rec_sfr: 0.2760 (0.2870) loss_cl: -0.2785 (-0.2788) time: 0.7464 data: 0.0003 max mem: 29860 [02:52:27.002354] Epoch: [255] [1700/2904] eta: 0:15:10 lr: 0.001954 loss: 0.1847 (0.1942) loss_rec_all: 0.2109 (0.2201) loss_rec_sfr: 0.2451 (0.2868) loss_cl: -0.2794 (-0.2788) time: 0.7468 data: 0.0003 max mem: 29860 [02:52:41.928423] Epoch: [255] [1720/2904] eta: 0:14:55 lr: 0.001954 loss: 0.1841 (0.1943) loss_rec_all: 0.2106 (0.2201) loss_rec_sfr: 0.2663 (0.2870) loss_cl: -0.2798 (-0.2788) time: 0.7463 data: 0.0003 max mem: 29860 [02:52:56.835826] Epoch: [255] [1740/2904] eta: 0:14:39 lr: 0.001954 loss: 0.1845 (0.1944) loss_rec_all: 0.2106 (0.2202) loss_rec_sfr: 0.2775 (0.2873) loss_cl: -0.2790 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [02:53:11.741895] Epoch: [255] [1760/2904] eta: 0:14:24 lr: 0.001954 loss: 0.1868 (0.1945) loss_rec_all: 0.2127 (0.2203) loss_rec_sfr: 0.2780 (0.2878) loss_cl: -0.2786 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [02:53:26.650788] Epoch: [255] [1780/2904] eta: 0:14:09 lr: 0.001954 loss: 0.1846 (0.1944) loss_rec_all: 0.2104 (0.2203) loss_rec_sfr: 0.2581 (0.2875) loss_cl: -0.2782 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [02:53:41.555844] Epoch: [255] [1800/2904] eta: 0:13:54 lr: 0.001954 loss: 0.1828 (0.1944) loss_rec_all: 0.2090 (0.2203) loss_rec_sfr: 0.2745 (0.2877) loss_cl: -0.2786 (-0.2788) time: 0.7452 data: 0.0003 max mem: 29860 [02:53:56.463381] Epoch: [255] [1820/2904] eta: 0:13:38 lr: 0.001954 loss: 0.1843 (0.1943) loss_rec_all: 0.2106 (0.2202) loss_rec_sfr: 0.2654 (0.2874) loss_cl: -0.2789 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [02:54:11.375770] Epoch: [255] [1840/2904] eta: 0:13:23 lr: 0.001954 loss: 0.1856 (0.1944) loss_rec_all: 0.2116 (0.2203) loss_rec_sfr: 0.2737 (0.2876) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [02:54:26.291570] Epoch: [255] [1860/2904] eta: 0:13:08 lr: 0.001954 loss: 0.1837 (0.1944) loss_rec_all: 0.2100 (0.2202) loss_rec_sfr: 0.2269 (0.2872) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [02:54:41.195174] Epoch: [255] [1880/2904] eta: 0:12:53 lr: 0.001954 loss: 0.1793 (0.1943) loss_rec_all: 0.2059 (0.2202) loss_rec_sfr: 0.2694 (0.2871) loss_cl: -0.2800 (-0.2788) time: 0.7451 data: 0.0003 max mem: 29860 [02:54:56.103361] Epoch: [255] [1900/2904] eta: 0:12:38 lr: 0.001954 loss: 0.1847 (0.1943) loss_rec_all: 0.2108 (0.2202) loss_rec_sfr: 0.2678 (0.2871) loss_cl: -0.2792 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [02:55:11.017588] Epoch: [255] [1920/2904] eta: 0:12:22 lr: 0.001954 loss: 0.1876 (0.1944) loss_rec_all: 0.2136 (0.2203) loss_rec_sfr: 0.2821 (0.2876) loss_cl: -0.2782 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [02:55:25.935146] Epoch: [255] [1940/2904] eta: 0:12:07 lr: 0.001954 loss: 0.1860 (0.1945) loss_rec_all: 0.2119 (0.2203) loss_rec_sfr: 0.2617 (0.2877) loss_cl: -0.2778 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [02:55:40.845175] Epoch: [255] [1960/2904] eta: 0:11:52 lr: 0.001954 loss: 0.1836 (0.1945) loss_rec_all: 0.2096 (0.2204) loss_rec_sfr: 0.2671 (0.2877) loss_cl: -0.2793 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [02:55:55.755343] Epoch: [255] [1980/2904] eta: 0:11:37 lr: 0.001954 loss: 0.1863 (0.1946) loss_rec_all: 0.2120 (0.2204) loss_rec_sfr: 0.2802 (0.2880) loss_cl: -0.2793 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [02:56:10.663754] Epoch: [255] [2000/2904] eta: 0:11:22 lr: 0.001954 loss: 0.1825 (0.1945) loss_rec_all: 0.2086 (0.2204) loss_rec_sfr: 0.2413 (0.2878) loss_cl: -0.2794 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [02:56:25.576002] Epoch: [255] [2020/2904] eta: 0:11:06 lr: 0.001954 loss: 0.1851 (0.1945) loss_rec_all: 0.2110 (0.2203) loss_rec_sfr: 0.2650 (0.2877) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [02:56:40.486371] Epoch: [255] [2040/2904] eta: 0:10:51 lr: 0.001954 loss: 0.1811 (0.1945) loss_rec_all: 0.2075 (0.2203) loss_rec_sfr: 0.2272 (0.2875) loss_cl: -0.2785 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [02:56:55.391854] Epoch: [255] [2060/2904] eta: 0:10:36 lr: 0.001954 loss: 0.1849 (0.1945) loss_rec_all: 0.2108 (0.2203) loss_rec_sfr: 0.2676 (0.2876) loss_cl: -0.2778 (-0.2788) time: 0.7452 data: 0.0003 max mem: 29860 [02:57:10.303111] Epoch: [255] [2080/2904] eta: 0:10:21 lr: 0.001954 loss: 0.1814 (0.1944) loss_rec_all: 0.2076 (0.2203) loss_rec_sfr: 0.2332 (0.2874) loss_cl: -0.2794 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [02:57:25.225559] Epoch: [255] [2100/2904] eta: 0:10:06 lr: 0.001954 loss: 0.1882 (0.1945) loss_rec_all: 0.2140 (0.2203) loss_rec_sfr: 0.2788 (0.2876) loss_cl: -0.2792 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [02:57:40.127983] Epoch: [255] [2120/2904] eta: 0:09:51 lr: 0.001954 loss: 0.1840 (0.1945) loss_rec_all: 0.2099 (0.2203) loss_rec_sfr: 0.2677 (0.2876) loss_cl: -0.2789 (-0.2788) time: 0.7451 data: 0.0003 max mem: 29860 [02:57:55.034661] Epoch: [255] [2140/2904] eta: 0:09:36 lr: 0.001954 loss: 0.1820 (0.1945) loss_rec_all: 0.2081 (0.2203) loss_rec_sfr: 0.2609 (0.2876) loss_cl: -0.2790 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [02:58:09.941643] Epoch: [255] [2160/2904] eta: 0:09:20 lr: 0.001954 loss: 0.1865 (0.1945) loss_rec_all: 0.2126 (0.2204) loss_rec_sfr: 0.2773 (0.2878) loss_cl: -0.2787 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [02:58:24.851692] Epoch: [255] [2180/2904] eta: 0:09:05 lr: 0.001954 loss: 0.1808 (0.1945) loss_rec_all: 0.2069 (0.2203) loss_rec_sfr: 0.2560 (0.2876) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [02:58:39.763304] Epoch: [255] [2200/2904] eta: 0:08:50 lr: 0.001954 loss: 0.1840 (0.1945) loss_rec_all: 0.2099 (0.2203) loss_rec_sfr: 0.2660 (0.2876) loss_cl: -0.2781 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [02:58:54.668848] Epoch: [255] [2220/2904] eta: 0:08:35 lr: 0.001954 loss: 0.1866 (0.1945) loss_rec_all: 0.2126 (0.2203) loss_rec_sfr: 0.2575 (0.2876) loss_cl: -0.2789 (-0.2788) time: 0.7452 data: 0.0003 max mem: 29860 [02:59:09.579690] Epoch: [255] [2240/2904] eta: 0:08:20 lr: 0.001953 loss: 0.1883 (0.1945) loss_rec_all: 0.2142 (0.2204) loss_rec_sfr: 0.2649 (0.2877) loss_cl: -0.2791 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [02:59:24.487137] Epoch: [255] [2260/2904] eta: 0:08:05 lr: 0.001953 loss: 0.1890 (0.1945) loss_rec_all: 0.2147 (0.2204) loss_rec_sfr: 0.2577 (0.2878) loss_cl: -0.2787 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [02:59:39.389620] Epoch: [255] [2280/2904] eta: 0:07:50 lr: 0.001953 loss: 0.1835 (0.1945) loss_rec_all: 0.2094 (0.2204) loss_rec_sfr: 0.2651 (0.2877) loss_cl: -0.2789 (-0.2788) time: 0.7451 data: 0.0003 max mem: 29860 [02:59:54.297380] Epoch: [255] [2300/2904] eta: 0:07:35 lr: 0.001953 loss: 0.1834 (0.1944) loss_rec_all: 0.2093 (0.2203) loss_rec_sfr: 0.2647 (0.2875) loss_cl: -0.2789 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [03:00:09.204470] Epoch: [255] [2320/2904] eta: 0:07:19 lr: 0.001953 loss: 0.1905 (0.1945) loss_rec_all: 0.2165 (0.2203) loss_rec_sfr: 0.2646 (0.2875) loss_cl: -0.2783 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [03:00:24.115011] Epoch: [255] [2340/2904] eta: 0:07:04 lr: 0.001953 loss: 0.1827 (0.1945) loss_rec_all: 0.2091 (0.2203) loss_rec_sfr: 0.2719 (0.2876) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [03:00:39.019998] Epoch: [255] [2360/2904] eta: 0:06:49 lr: 0.001953 loss: 0.1911 (0.1946) loss_rec_all: 0.2173 (0.2204) loss_rec_sfr: 0.2748 (0.2878) loss_cl: -0.2797 (-0.2788) time: 0.7452 data: 0.0003 max mem: 29860 [03:00:53.924319] Epoch: [255] [2380/2904] eta: 0:06:34 lr: 0.001953 loss: 0.1955 (0.1947) loss_rec_all: 0.2218 (0.2205) loss_rec_sfr: 0.2700 (0.2882) loss_cl: -0.2790 (-0.2788) time: 0.7452 data: 0.0003 max mem: 29860 [03:01:08.831181] Epoch: [255] [2400/2904] eta: 0:06:19 lr: 0.001953 loss: 0.1817 (0.1946) loss_rec_all: 0.2077 (0.2205) loss_rec_sfr: 0.2589 (0.2881) loss_cl: -0.2778 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [03:01:23.737323] Epoch: [255] [2420/2904] eta: 0:06:04 lr: 0.001953 loss: 0.1848 (0.1947) loss_rec_all: 0.2106 (0.2205) loss_rec_sfr: 0.2751 (0.2882) loss_cl: -0.2785 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [03:01:38.642630] Epoch: [255] [2440/2904] eta: 0:05:49 lr: 0.001953 loss: 0.1831 (0.1947) loss_rec_all: 0.2091 (0.2205) loss_rec_sfr: 0.2805 (0.2882) loss_cl: -0.2786 (-0.2788) time: 0.7452 data: 0.0003 max mem: 29860 [03:01:53.547281] Epoch: [255] [2460/2904] eta: 0:05:34 lr: 0.001953 loss: 0.1843 (0.1946) loss_rec_all: 0.2101 (0.2205) loss_rec_sfr: 0.2712 (0.2882) loss_cl: -0.2786 (-0.2788) time: 0.7452 data: 0.0003 max mem: 29860 [03:02:08.453884] Epoch: [255] [2480/2904] eta: 0:05:19 lr: 0.001953 loss: 0.1851 (0.1947) loss_rec_all: 0.2116 (0.2205) loss_rec_sfr: 0.2611 (0.2883) loss_cl: -0.2787 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [03:02:23.375721] Epoch: [255] [2500/2904] eta: 0:05:04 lr: 0.001953 loss: 0.1828 (0.1947) loss_rec_all: 0.2088 (0.2205) loss_rec_sfr: 0.2676 (0.2883) loss_cl: -0.2792 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [03:02:38.292756] Epoch: [255] [2520/2904] eta: 0:04:49 lr: 0.001953 loss: 0.1860 (0.1947) loss_rec_all: 0.2119 (0.2206) loss_rec_sfr: 0.2712 (0.2885) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [03:02:53.195917] Epoch: [255] [2540/2904] eta: 0:04:33 lr: 0.001953 loss: 0.1861 (0.1947) loss_rec_all: 0.2121 (0.2206) loss_rec_sfr: 0.2757 (0.2885) loss_cl: -0.2788 (-0.2788) time: 0.7451 data: 0.0003 max mem: 29860 [03:03:08.099526] Epoch: [255] [2560/2904] eta: 0:04:18 lr: 0.001953 loss: 0.1783 (0.1946) loss_rec_all: 0.2041 (0.2205) loss_rec_sfr: 0.2393 (0.2883) loss_cl: -0.2792 (-0.2788) time: 0.7451 data: 0.0003 max mem: 29860 [03:03:23.004941] Epoch: [255] [2580/2904] eta: 0:04:03 lr: 0.001953 loss: 0.1834 (0.1946) loss_rec_all: 0.2097 (0.2205) loss_rec_sfr: 0.2702 (0.2883) loss_cl: -0.2791 (-0.2788) time: 0.7452 data: 0.0003 max mem: 29860 [03:03:37.913517] Epoch: [255] [2600/2904] eta: 0:03:48 lr: 0.001953 loss: 0.1802 (0.1946) loss_rec_all: 0.2066 (0.2205) loss_rec_sfr: 0.2644 (0.2883) loss_cl: -0.2787 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [03:03:52.820029] Epoch: [255] [2620/2904] eta: 0:03:33 lr: 0.001953 loss: 0.1852 (0.1947) loss_rec_all: 0.2111 (0.2205) loss_rec_sfr: 0.2647 (0.2884) loss_cl: -0.2790 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [03:04:07.725649] Epoch: [255] [2640/2904] eta: 0:03:18 lr: 0.001953 loss: 0.1856 (0.1946) loss_rec_all: 0.2115 (0.2205) loss_rec_sfr: 0.2686 (0.2884) loss_cl: -0.2787 (-0.2788) time: 0.7452 data: 0.0003 max mem: 29860 [03:04:22.628428] Epoch: [255] [2660/2904] eta: 0:03:03 lr: 0.001953 loss: 0.1800 (0.1946) loss_rec_all: 0.2061 (0.2205) loss_rec_sfr: 0.2648 (0.2883) loss_cl: -0.2792 (-0.2788) time: 0.7451 data: 0.0003 max mem: 29860 [03:04:37.537180] Epoch: [255] [2680/2904] eta: 0:02:48 lr: 0.001953 loss: 0.1818 (0.1945) loss_rec_all: 0.2081 (0.2204) loss_rec_sfr: 0.2648 (0.2882) loss_cl: -0.2795 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [03:04:52.447089] Epoch: [255] [2700/2904] eta: 0:02:33 lr: 0.001953 loss: 0.1800 (0.1945) loss_rec_all: 0.2064 (0.2203) loss_rec_sfr: 0.2712 (0.2881) loss_cl: -0.2792 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [03:05:07.349949] Epoch: [255] [2720/2904] eta: 0:02:18 lr: 0.001953 loss: 0.1845 (0.1945) loss_rec_all: 0.2104 (0.2204) loss_rec_sfr: 0.2629 (0.2882) loss_cl: -0.2783 (-0.2788) time: 0.7451 data: 0.0003 max mem: 29860 [03:05:22.259328] Epoch: [255] [2740/2904] eta: 0:02:03 lr: 0.001953 loss: 0.1852 (0.1945) loss_rec_all: 0.2112 (0.2203) loss_rec_sfr: 0.2624 (0.2881) loss_cl: -0.2780 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [03:05:37.170207] Epoch: [255] [2760/2904] eta: 0:01:48 lr: 0.001953 loss: 0.1828 (0.1945) loss_rec_all: 0.2092 (0.2204) loss_rec_sfr: 0.2725 (0.2882) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [03:05:52.076398] Epoch: [255] [2780/2904] eta: 0:01:33 lr: 0.001953 loss: 0.1897 (0.1946) loss_rec_all: 0.2156 (0.2205) loss_rec_sfr: 0.2614 (0.2885) loss_cl: -0.2787 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [03:06:06.975116] Epoch: [255] [2800/2904] eta: 0:01:18 lr: 0.001953 loss: 0.1874 (0.1946) loss_rec_all: 0.2134 (0.2205) loss_rec_sfr: 0.2672 (0.2885) loss_cl: -0.2795 (-0.2788) time: 0.7449 data: 0.0003 max mem: 29860 [03:06:21.878838] Epoch: [255] [2820/2904] eta: 0:01:03 lr: 0.001953 loss: 0.1845 (0.1946) loss_rec_all: 0.2107 (0.2205) loss_rec_sfr: 0.2640 (0.2884) loss_cl: -0.2795 (-0.2788) time: 0.7451 data: 0.0003 max mem: 29860 [03:06:36.842641] Epoch: [255] [2840/2904] eta: 0:00:48 lr: 0.001953 loss: 0.1797 (0.1945) loss_rec_all: 0.2057 (0.2204) loss_rec_sfr: 0.2680 (0.2883) loss_cl: -0.2784 (-0.2788) time: 0.7482 data: 0.0040 max mem: 29860 [03:06:51.734544] Epoch: [255] [2860/2904] eta: 0:00:33 lr: 0.001953 loss: 0.1837 (0.1946) loss_rec_all: 0.2095 (0.2204) loss_rec_sfr: 0.2459 (0.2883) loss_cl: -0.2778 (-0.2788) time: 0.7446 data: 0.0001 max mem: 29860 [03:07:06.626899] Epoch: [255] [2880/2904] eta: 0:00:18 lr: 0.001953 loss: 0.1839 (0.1945) loss_rec_all: 0.2099 (0.2204) loss_rec_sfr: 0.2693 (0.2883) loss_cl: -0.2793 (-0.2788) time: 0.7446 data: 0.0001 max mem: 29860 [03:07:21.522367] Epoch: [255] [2900/2904] eta: 0:00:03 lr: 0.001953 loss: 0.1793 (0.1945) loss_rec_all: 0.2058 (0.2203) loss_rec_sfr: 0.2584 (0.2881) loss_cl: -0.2795 (-0.2788) time: 0.7447 data: 0.0001 max mem: 29860 [03:07:23.762538] Epoch: [255] [2903/2904] eta: 0:00:00 lr: 0.001953 loss: 0.1793 (0.1945) loss_rec_all: 0.2058 (0.2203) loss_rec_sfr: 0.2595 (0.2880) loss_cl: -0.2797 (-0.2788) time: 0.7446 data: 0.0001 max mem: 29860 [03:07:25.899631] Epoch: [255] Total time: 0:36:25 (0.7525 s / it) [03:07:25.902495] Averaged stats: lr: 0.001953 loss: 0.1793 (0.1961) loss_rec_all: 0.2058 (0.2196) loss_rec_sfr: 0.2595 (0.2853) loss_cl: -0.2797 (-0.2555) [03:07:25.907190] log_dir: ./checkpoint/VF2_ViT-B [03:07:44.568338] Epoch: [256] [ 0/2904] eta: 15:03:08 lr: 0.001953 loss: 0.1890 (0.1890) loss_rec_all: 0.2153 (0.2153) loss_rec_sfr: 0.2557 (0.2557) loss_cl: -0.2807 (-0.2807) time: 18.6599 data: 9.0761 max mem: 29860 [03:08:00.773376] Epoch: [256] [ 20/2904] eta: 1:19:48 lr: 0.001953 loss: 0.1828 (0.1921) loss_rec_all: 0.2089 (0.2181) loss_rec_sfr: 0.2660 (0.2800) loss_cl: -0.2795 (-0.2796) time: 0.8102 data: 0.0613 max mem: 29860 [03:08:15.653440] Epoch: [256] [ 40/2904] eta: 0:57:54 lr: 0.001953 loss: 0.1792 (0.1879) loss_rec_all: 0.2051 (0.2140) loss_rec_sfr: 0.2241 (0.2658) loss_cl: -0.2790 (-0.2793) time: 0.7440 data: 0.0002 max mem: 29860 [03:08:30.577777] Epoch: [256] [ 60/2904] eta: 0:50:14 lr: 0.001953 loss: 0.1865 (0.1918) loss_rec_all: 0.2122 (0.2177) loss_rec_sfr: 0.2744 (0.2803) loss_cl: -0.2776 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [03:08:45.494390] Epoch: [256] [ 80/2904] eta: 0:46:14 lr: 0.001953 loss: 0.1828 (0.1936) loss_rec_all: 0.2088 (0.2195) loss_rec_sfr: 0.2703 (0.2871) loss_cl: -0.2791 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [03:09:00.425482] Epoch: [256] [ 100/2904] eta: 0:43:43 lr: 0.001952 loss: 0.1851 (0.1932) loss_rec_all: 0.2110 (0.2191) loss_rec_sfr: 0.2765 (0.2876) loss_cl: -0.2794 (-0.2790) time: 0.7465 data: 0.0002 max mem: 29860 [03:09:15.354818] Epoch: [256] [ 120/2904] eta: 0:41:58 lr: 0.001952 loss: 0.1836 (0.1932) loss_rec_all: 0.2097 (0.2191) loss_rec_sfr: 0.2673 (0.2866) loss_cl: -0.2790 (-0.2790) time: 0.7464 data: 0.0002 max mem: 29860 [03:09:30.279689] Epoch: [256] [ 140/2904] eta: 0:40:37 lr: 0.001952 loss: 0.1834 (0.1934) loss_rec_all: 0.2096 (0.2193) loss_rec_sfr: 0.2653 (0.2867) loss_cl: -0.2784 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [03:09:45.241340] Epoch: [256] [ 160/2904] eta: 0:39:34 lr: 0.001952 loss: 0.1842 (0.1931) loss_rec_all: 0.2101 (0.2190) loss_rec_sfr: 0.2670 (0.2858) loss_cl: -0.2781 (-0.2788) time: 0.7480 data: 0.0002 max mem: 29860 [03:10:00.165068] Epoch: [256] [ 180/2904] eta: 0:38:41 lr: 0.001952 loss: 0.1812 (0.1923) loss_rec_all: 0.2073 (0.2182) loss_rec_sfr: 0.2606 (0.2842) loss_cl: -0.2787 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [03:10:15.090671] Epoch: [256] [ 200/2904] eta: 0:37:55 lr: 0.001952 loss: 0.1903 (0.1932) loss_rec_all: 0.2164 (0.2191) loss_rec_sfr: 0.2640 (0.2862) loss_cl: -0.2788 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [03:10:30.012673] Epoch: [256] [ 220/2904] eta: 0:37:15 lr: 0.001952 loss: 0.1811 (0.1928) loss_rec_all: 0.2077 (0.2187) loss_rec_sfr: 0.2617 (0.2842) loss_cl: -0.2798 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [03:10:44.928882] Epoch: [256] [ 240/2904] eta: 0:36:39 lr: 0.001952 loss: 0.1813 (0.1928) loss_rec_all: 0.2074 (0.2187) loss_rec_sfr: 0.2672 (0.2842) loss_cl: -0.2794 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [03:10:59.851069] Epoch: [256] [ 260/2904] eta: 0:36:07 lr: 0.001952 loss: 0.1836 (0.1927) loss_rec_all: 0.2095 (0.2187) loss_rec_sfr: 0.2542 (0.2833) loss_cl: -0.2786 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [03:11:14.811353] Epoch: [256] [ 280/2904] eta: 0:35:37 lr: 0.001952 loss: 0.1789 (0.1924) loss_rec_all: 0.2053 (0.2183) loss_rec_sfr: 0.2194 (0.2814) loss_cl: -0.2787 (-0.2789) time: 0.7480 data: 0.0002 max mem: 29860 [03:11:29.733430] Epoch: [256] [ 300/2904] eta: 0:35:09 lr: 0.001952 loss: 0.1853 (0.1922) loss_rec_all: 0.2112 (0.2181) loss_rec_sfr: 0.2621 (0.2808) loss_cl: -0.2785 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [03:11:44.693974] Epoch: [256] [ 320/2904] eta: 0:34:43 lr: 0.001952 loss: 0.1828 (0.1919) loss_rec_all: 0.2094 (0.2178) loss_rec_sfr: 0.2492 (0.2789) loss_cl: -0.2792 (-0.2789) time: 0.7480 data: 0.0002 max mem: 29860 [03:11:59.639241] Epoch: [256] [ 340/2904] eta: 0:34:18 lr: 0.001952 loss: 0.1864 (0.1925) loss_rec_all: 0.2123 (0.2184) loss_rec_sfr: 0.2712 (0.2809) loss_cl: -0.2785 (-0.2788) time: 0.7472 data: 0.0002 max mem: 29860 [03:12:14.569291] Epoch: [256] [ 360/2904] eta: 0:33:54 lr: 0.001952 loss: 0.1857 (0.1927) loss_rec_all: 0.2115 (0.2186) loss_rec_sfr: 0.2622 (0.2818) loss_cl: -0.2787 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [03:12:29.495352] Epoch: [256] [ 380/2904] eta: 0:33:31 lr: 0.001952 loss: 0.1847 (0.1931) loss_rec_all: 0.2105 (0.2190) loss_rec_sfr: 0.2720 (0.2837) loss_cl: -0.2784 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [03:12:44.419533] Epoch: [256] [ 400/2904] eta: 0:33:08 lr: 0.001952 loss: 0.1790 (0.1928) loss_rec_all: 0.2052 (0.2187) loss_rec_sfr: 0.2525 (0.2820) loss_cl: -0.2786 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [03:12:59.355310] Epoch: [256] [ 420/2904] eta: 0:32:47 lr: 0.001952 loss: 0.1829 (0.1929) loss_rec_all: 0.2088 (0.2188) loss_rec_sfr: 0.2695 (0.2823) loss_cl: -0.2786 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [03:13:14.275964] Epoch: [256] [ 440/2904] eta: 0:32:26 lr: 0.001952 loss: 0.1829 (0.1933) loss_rec_all: 0.2088 (0.2192) loss_rec_sfr: 0.2628 (0.2836) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [03:13:29.195047] Epoch: [256] [ 460/2904] eta: 0:32:05 lr: 0.001952 loss: 0.1800 (0.1929) loss_rec_all: 0.2066 (0.2188) loss_rec_sfr: 0.2614 (0.2823) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [03:13:44.118941] Epoch: [256] [ 480/2904] eta: 0:31:45 lr: 0.001952 loss: 0.1838 (0.1931) loss_rec_all: 0.2097 (0.2190) loss_rec_sfr: 0.2623 (0.2831) loss_cl: -0.2791 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [03:13:59.045782] Epoch: [256] [ 500/2904] eta: 0:31:26 lr: 0.001952 loss: 0.1811 (0.1931) loss_rec_all: 0.2076 (0.2190) loss_rec_sfr: 0.2711 (0.2832) loss_cl: -0.2787 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [03:14:13.972385] Epoch: [256] [ 520/2904] eta: 0:31:07 lr: 0.001952 loss: 0.1885 (0.1931) loss_rec_all: 0.2145 (0.2190) loss_rec_sfr: 0.2670 (0.2833) loss_cl: -0.2787 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [03:14:28.898513] Epoch: [256] [ 540/2904] eta: 0:30:48 lr: 0.001952 loss: 0.1819 (0.1932) loss_rec_all: 0.2083 (0.2191) loss_rec_sfr: 0.2691 (0.2835) loss_cl: -0.2788 (-0.2788) time: 0.7462 data: 0.0004 max mem: 29860 [03:14:43.825857] Epoch: [256] [ 560/2904] eta: 0:30:29 lr: 0.001952 loss: 0.1804 (0.1930) loss_rec_all: 0.2062 (0.2189) loss_rec_sfr: 0.2549 (0.2830) loss_cl: -0.2787 (-0.2788) time: 0.7463 data: 0.0003 max mem: 29860 [03:14:58.753023] Epoch: [256] [ 580/2904] eta: 0:30:11 lr: 0.001952 loss: 0.1822 (0.1930) loss_rec_all: 0.2086 (0.2189) loss_rec_sfr: 0.2697 (0.2829) loss_cl: -0.2795 (-0.2788) time: 0.7463 data: 0.0004 max mem: 29860 [03:15:13.674388] Epoch: [256] [ 600/2904] eta: 0:29:53 lr: 0.001952 loss: 0.1812 (0.1931) loss_rec_all: 0.2077 (0.2190) loss_rec_sfr: 0.2625 (0.2833) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0004 max mem: 29860 [03:15:28.590067] Epoch: [256] [ 620/2904] eta: 0:29:35 lr: 0.001952 loss: 0.1848 (0.1933) loss_rec_all: 0.2107 (0.2192) loss_rec_sfr: 0.2743 (0.2844) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [03:15:43.501338] Epoch: [256] [ 640/2904] eta: 0:29:17 lr: 0.001952 loss: 0.1829 (0.1935) loss_rec_all: 0.2088 (0.2194) loss_rec_sfr: 0.2655 (0.2851) loss_cl: -0.2777 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [03:15:58.420304] Epoch: [256] [ 660/2904] eta: 0:28:59 lr: 0.001952 loss: 0.1807 (0.1932) loss_rec_all: 0.2068 (0.2191) loss_rec_sfr: 0.2573 (0.2842) loss_cl: -0.2780 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [03:16:13.353190] Epoch: [256] [ 680/2904] eta: 0:28:42 lr: 0.001952 loss: 0.1814 (0.1932) loss_rec_all: 0.2079 (0.2191) loss_rec_sfr: 0.2182 (0.2837) loss_cl: -0.2791 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [03:16:28.280194] Epoch: [256] [ 700/2904] eta: 0:28:25 lr: 0.001952 loss: 0.1863 (0.1933) loss_rec_all: 0.2123 (0.2192) loss_rec_sfr: 0.2606 (0.2839) loss_cl: -0.2792 (-0.2788) time: 0.7463 data: 0.0003 max mem: 29860 [03:16:43.203505] Epoch: [256] [ 720/2904] eta: 0:28:08 lr: 0.001952 loss: 0.1813 (0.1932) loss_rec_all: 0.2077 (0.2191) loss_rec_sfr: 0.2534 (0.2836) loss_cl: -0.2788 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [03:16:58.125875] Epoch: [256] [ 740/2904] eta: 0:27:50 lr: 0.001952 loss: 0.1807 (0.1931) loss_rec_all: 0.2071 (0.2190) loss_rec_sfr: 0.2658 (0.2833) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [03:17:13.051553] Epoch: [256] [ 760/2904] eta: 0:27:34 lr: 0.001952 loss: 0.1820 (0.1929) loss_rec_all: 0.2085 (0.2188) loss_rec_sfr: 0.2569 (0.2825) loss_cl: -0.2788 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [03:17:27.976449] Epoch: [256] [ 780/2904] eta: 0:27:17 lr: 0.001952 loss: 0.1815 (0.1927) loss_rec_all: 0.2076 (0.2186) loss_rec_sfr: 0.2608 (0.2820) loss_cl: -0.2793 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [03:17:42.903778] Epoch: [256] [ 800/2904] eta: 0:27:00 lr: 0.001952 loss: 0.1815 (0.1926) loss_rec_all: 0.2076 (0.2185) loss_rec_sfr: 0.2579 (0.2816) loss_cl: -0.2789 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [03:17:57.836949] Epoch: [256] [ 820/2904] eta: 0:26:43 lr: 0.001952 loss: 0.1816 (0.1925) loss_rec_all: 0.2075 (0.2184) loss_rec_sfr: 0.2372 (0.2811) loss_cl: -0.2799 (-0.2788) time: 0.7466 data: 0.0003 max mem: 29860 [03:18:12.768310] Epoch: [256] [ 840/2904] eta: 0:26:27 lr: 0.001951 loss: 0.1858 (0.1925) loss_rec_all: 0.2115 (0.2184) loss_rec_sfr: 0.2725 (0.2812) loss_cl: -0.2787 (-0.2788) time: 0.7465 data: 0.0003 max mem: 29860 [03:18:27.689851] Epoch: [256] [ 860/2904] eta: 0:26:10 lr: 0.001951 loss: 0.1897 (0.1927) loss_rec_all: 0.2157 (0.2186) loss_rec_sfr: 0.2796 (0.2823) loss_cl: -0.2800 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [03:18:42.616187] Epoch: [256] [ 880/2904] eta: 0:25:54 lr: 0.001951 loss: 0.1823 (0.1927) loss_rec_all: 0.2086 (0.2186) loss_rec_sfr: 0.2601 (0.2824) loss_cl: -0.2795 (-0.2788) time: 0.7463 data: 0.0003 max mem: 29860 [03:18:57.545826] Epoch: [256] [ 900/2904] eta: 0:25:38 lr: 0.001951 loss: 0.1860 (0.1926) loss_rec_all: 0.2120 (0.2185) loss_rec_sfr: 0.2586 (0.2821) loss_cl: -0.2787 (-0.2788) time: 0.7464 data: 0.0003 max mem: 29860 [03:19:12.482388] Epoch: [256] [ 920/2904] eta: 0:25:21 lr: 0.001951 loss: 0.1801 (0.1925) loss_rec_all: 0.2064 (0.2185) loss_rec_sfr: 0.2306 (0.2817) loss_cl: -0.2790 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [03:19:27.405039] Epoch: [256] [ 940/2904] eta: 0:25:05 lr: 0.001951 loss: 0.1858 (0.1926) loss_rec_all: 0.2121 (0.2186) loss_rec_sfr: 0.2552 (0.2817) loss_cl: -0.2792 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [03:19:42.331512] Epoch: [256] [ 960/2904] eta: 0:24:49 lr: 0.001951 loss: 0.1816 (0.1928) loss_rec_all: 0.2080 (0.2187) loss_rec_sfr: 0.2741 (0.2822) loss_cl: -0.2787 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [03:19:57.255405] Epoch: [256] [ 980/2904] eta: 0:24:33 lr: 0.001951 loss: 0.1801 (0.1928) loss_rec_all: 0.2067 (0.2187) loss_rec_sfr: 0.2596 (0.2821) loss_cl: -0.2790 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [03:20:12.178367] Epoch: [256] [1000/2904] eta: 0:24:17 lr: 0.001951 loss: 0.1828 (0.1928) loss_rec_all: 0.2089 (0.2188) loss_rec_sfr: 0.2654 (0.2824) loss_cl: -0.2787 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [03:20:27.098309] Epoch: [256] [1020/2904] eta: 0:24:01 lr: 0.001951 loss: 0.1844 (0.1930) loss_rec_all: 0.2108 (0.2189) loss_rec_sfr: 0.2625 (0.2827) loss_cl: -0.2784 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [03:20:42.017443] Epoch: [256] [1040/2904] eta: 0:23:45 lr: 0.001951 loss: 0.1813 (0.1929) loss_rec_all: 0.2077 (0.2188) loss_rec_sfr: 0.2352 (0.2821) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [03:20:56.938935] Epoch: [256] [1060/2904] eta: 0:23:29 lr: 0.001951 loss: 0.1806 (0.1927) loss_rec_all: 0.2069 (0.2186) loss_rec_sfr: 0.2644 (0.2817) loss_cl: -0.2797 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [03:21:11.859056] Epoch: [256] [1080/2904] eta: 0:23:13 lr: 0.001951 loss: 0.1826 (0.1926) loss_rec_all: 0.2084 (0.2185) loss_rec_sfr: 0.2681 (0.2815) loss_cl: -0.2792 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [03:21:26.775343] Epoch: [256] [1100/2904] eta: 0:22:57 lr: 0.001951 loss: 0.1826 (0.1928) loss_rec_all: 0.2088 (0.2187) loss_rec_sfr: 0.2816 (0.2821) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [03:21:41.696084] Epoch: [256] [1120/2904] eta: 0:22:41 lr: 0.001951 loss: 0.1798 (0.1926) loss_rec_all: 0.2063 (0.2185) loss_rec_sfr: 0.2609 (0.2816) loss_cl: -0.2783 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [03:21:56.614807] Epoch: [256] [1140/2904] eta: 0:22:26 lr: 0.001951 loss: 0.1864 (0.1927) loss_rec_all: 0.2126 (0.2186) loss_rec_sfr: 0.2579 (0.2819) loss_cl: -0.2794 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [03:22:11.538139] Epoch: [256] [1160/2904] eta: 0:22:10 lr: 0.001951 loss: 0.1799 (0.1926) loss_rec_all: 0.2056 (0.2185) loss_rec_sfr: 0.2575 (0.2816) loss_cl: -0.2788 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [03:22:26.476090] Epoch: [256] [1180/2904] eta: 0:21:54 lr: 0.001951 loss: 0.1803 (0.1925) loss_rec_all: 0.2061 (0.2185) loss_rec_sfr: 0.2657 (0.2815) loss_cl: -0.2789 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [03:22:41.397170] Epoch: [256] [1200/2904] eta: 0:21:38 lr: 0.001951 loss: 0.1904 (0.1927) loss_rec_all: 0.2166 (0.2186) loss_rec_sfr: 0.2716 (0.2822) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [03:22:56.323509] Epoch: [256] [1220/2904] eta: 0:21:23 lr: 0.001951 loss: 0.1810 (0.1926) loss_rec_all: 0.2074 (0.2185) loss_rec_sfr: 0.2538 (0.2819) loss_cl: -0.2784 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [03:23:11.244824] Epoch: [256] [1240/2904] eta: 0:21:07 lr: 0.001951 loss: 0.1857 (0.1927) loss_rec_all: 0.2116 (0.2186) loss_rec_sfr: 0.2710 (0.2823) loss_cl: -0.2784 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [03:23:26.156107] Epoch: [256] [1260/2904] eta: 0:20:51 lr: 0.001951 loss: 0.1834 (0.1927) loss_rec_all: 0.2092 (0.2186) loss_rec_sfr: 0.2652 (0.2822) loss_cl: -0.2796 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [03:23:41.070472] Epoch: [256] [1280/2904] eta: 0:20:36 lr: 0.001951 loss: 0.1843 (0.1927) loss_rec_all: 0.2106 (0.2186) loss_rec_sfr: 0.2345 (0.2820) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [03:23:55.985690] Epoch: [256] [1300/2904] eta: 0:20:20 lr: 0.001951 loss: 0.1838 (0.1927) loss_rec_all: 0.2096 (0.2186) loss_rec_sfr: 0.2580 (0.2819) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [03:24:10.897563] Epoch: [256] [1320/2904] eta: 0:20:04 lr: 0.001951 loss: 0.1920 (0.1929) loss_rec_all: 0.2181 (0.2188) loss_rec_sfr: 0.2678 (0.2826) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [03:24:25.810319] Epoch: [256] [1340/2904] eta: 0:19:49 lr: 0.001951 loss: 0.1831 (0.1929) loss_rec_all: 0.2088 (0.2188) loss_rec_sfr: 0.2590 (0.2823) loss_cl: -0.2779 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [03:24:40.730558] Epoch: [256] [1360/2904] eta: 0:19:33 lr: 0.001951 loss: 0.1876 (0.1929) loss_rec_all: 0.2136 (0.2188) loss_rec_sfr: 0.2645 (0.2824) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [03:24:55.649750] Epoch: [256] [1380/2904] eta: 0:19:18 lr: 0.001951 loss: 0.1794 (0.1929) loss_rec_all: 0.2054 (0.2188) loss_rec_sfr: 0.2203 (0.2820) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [03:25:10.574365] Epoch: [256] [1400/2904] eta: 0:19:02 lr: 0.001951 loss: 0.1788 (0.1928) loss_rec_all: 0.2052 (0.2187) loss_rec_sfr: 0.2554 (0.2817) loss_cl: -0.2797 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [03:25:25.490523] Epoch: [256] [1420/2904] eta: 0:18:47 lr: 0.001951 loss: 0.1874 (0.1928) loss_rec_all: 0.2132 (0.2187) loss_rec_sfr: 0.2602 (0.2817) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [03:25:40.426989] Epoch: [256] [1440/2904] eta: 0:18:31 lr: 0.001951 loss: 0.1819 (0.1928) loss_rec_all: 0.2081 (0.2187) loss_rec_sfr: 0.2756 (0.2820) loss_cl: -0.2782 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [03:25:55.348770] Epoch: [256] [1460/2904] eta: 0:18:16 lr: 0.001951 loss: 0.1871 (0.1930) loss_rec_all: 0.2134 (0.2189) loss_rec_sfr: 0.2685 (0.2823) loss_cl: -0.2791 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [03:26:10.267427] Epoch: [256] [1480/2904] eta: 0:18:01 lr: 0.001951 loss: 0.1832 (0.1929) loss_rec_all: 0.2091 (0.2188) loss_rec_sfr: 0.2580 (0.2820) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [03:26:25.184421] Epoch: [256] [1500/2904] eta: 0:17:45 lr: 0.001951 loss: 0.1847 (0.1929) loss_rec_all: 0.2114 (0.2188) loss_rec_sfr: 0.2717 (0.2821) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [03:26:40.108264] Epoch: [256] [1520/2904] eta: 0:17:30 lr: 0.001951 loss: 0.1825 (0.1929) loss_rec_all: 0.2087 (0.2188) loss_rec_sfr: 0.2568 (0.2822) loss_cl: -0.2789 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [03:26:55.021112] Epoch: [256] [1540/2904] eta: 0:17:14 lr: 0.001951 loss: 0.1847 (0.1929) loss_rec_all: 0.2107 (0.2188) loss_rec_sfr: 0.2601 (0.2819) loss_cl: -0.2801 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [03:27:09.935520] Epoch: [256] [1560/2904] eta: 0:16:59 lr: 0.001951 loss: 0.1831 (0.1928) loss_rec_all: 0.2090 (0.2187) loss_rec_sfr: 0.2580 (0.2818) loss_cl: -0.2793 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [03:27:24.854937] Epoch: [256] [1580/2904] eta: 0:16:43 lr: 0.001951 loss: 0.1852 (0.1927) loss_rec_all: 0.2114 (0.2186) loss_rec_sfr: 0.2647 (0.2815) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [03:27:39.775441] Epoch: [256] [1600/2904] eta: 0:16:28 lr: 0.001950 loss: 0.1822 (0.1927) loss_rec_all: 0.2084 (0.2186) loss_rec_sfr: 0.2565 (0.2813) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [03:27:54.699042] Epoch: [256] [1620/2904] eta: 0:16:13 lr: 0.001950 loss: 0.1809 (0.1927) loss_rec_all: 0.2070 (0.2186) loss_rec_sfr: 0.2648 (0.2815) loss_cl: -0.2790 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [03:28:09.625465] Epoch: [256] [1640/2904] eta: 0:15:57 lr: 0.001950 loss: 0.1828 (0.1927) loss_rec_all: 0.2094 (0.2186) loss_rec_sfr: 0.2585 (0.2814) loss_cl: -0.2796 (-0.2788) time: 0.7463 data: 0.0003 max mem: 29860 [03:28:24.542564] Epoch: [256] [1660/2904] eta: 0:15:42 lr: 0.001950 loss: 0.1907 (0.1929) loss_rec_all: 0.2167 (0.2188) loss_rec_sfr: 0.2789 (0.2820) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [03:28:39.468279] Epoch: [256] [1680/2904] eta: 0:15:27 lr: 0.001950 loss: 0.1831 (0.1929) loss_rec_all: 0.2092 (0.2188) loss_rec_sfr: 0.2668 (0.2821) loss_cl: -0.2794 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [03:28:54.527705] Epoch: [256] [1700/2904] eta: 0:15:12 lr: 0.001950 loss: 0.1853 (0.1930) loss_rec_all: 0.2115 (0.2189) loss_rec_sfr: 0.2696 (0.2825) loss_cl: -0.2794 (-0.2788) time: 0.7529 data: 0.0003 max mem: 29860 [03:29:09.441391] Epoch: [256] [1720/2904] eta: 0:14:56 lr: 0.001950 loss: 0.1803 (0.1930) loss_rec_all: 0.2067 (0.2189) loss_rec_sfr: 0.2668 (0.2826) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [03:29:24.362888] Epoch: [256] [1740/2904] eta: 0:14:41 lr: 0.001950 loss: 0.1782 (0.1930) loss_rec_all: 0.2045 (0.2189) loss_rec_sfr: 0.2292 (0.2825) loss_cl: -0.2793 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [03:29:39.270189] Epoch: [256] [1760/2904] eta: 0:14:26 lr: 0.001950 loss: 0.1834 (0.1930) loss_rec_all: 0.2094 (0.2189) loss_rec_sfr: 0.2671 (0.2824) loss_cl: -0.2799 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [03:29:54.180775] Epoch: [256] [1780/2904] eta: 0:14:10 lr: 0.001950 loss: 0.1857 (0.1930) loss_rec_all: 0.2116 (0.2189) loss_rec_sfr: 0.2586 (0.2823) loss_cl: -0.2792 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [03:30:09.095126] Epoch: [256] [1800/2904] eta: 0:13:55 lr: 0.001950 loss: 0.1839 (0.1930) loss_rec_all: 0.2100 (0.2189) loss_rec_sfr: 0.2628 (0.2823) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [03:30:24.006552] Epoch: [256] [1820/2904] eta: 0:13:40 lr: 0.001950 loss: 0.1867 (0.1930) loss_rec_all: 0.2126 (0.2189) loss_rec_sfr: 0.2703 (0.2825) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [03:30:38.920179] Epoch: [256] [1840/2904] eta: 0:13:25 lr: 0.001950 loss: 0.1797 (0.1930) loss_rec_all: 0.2059 (0.2189) loss_rec_sfr: 0.2665 (0.2823) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [03:30:53.834766] Epoch: [256] [1860/2904] eta: 0:13:09 lr: 0.001950 loss: 0.1849 (0.1930) loss_rec_all: 0.2109 (0.2189) loss_rec_sfr: 0.2729 (0.2826) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [03:31:08.745659] Epoch: [256] [1880/2904] eta: 0:12:54 lr: 0.001950 loss: 0.1813 (0.1929) loss_rec_all: 0.2073 (0.2188) loss_rec_sfr: 0.2530 (0.2823) loss_cl: -0.2791 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [03:31:23.654765] Epoch: [256] [1900/2904] eta: 0:12:39 lr: 0.001950 loss: 0.1859 (0.1930) loss_rec_all: 0.2120 (0.2189) loss_rec_sfr: 0.2625 (0.2826) loss_cl: -0.2795 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [03:31:38.563639] Epoch: [256] [1920/2904] eta: 0:12:24 lr: 0.001950 loss: 0.1859 (0.1931) loss_rec_all: 0.2120 (0.2190) loss_rec_sfr: 0.2626 (0.2828) loss_cl: -0.2788 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [03:31:53.482040] Epoch: [256] [1940/2904] eta: 0:12:08 lr: 0.001950 loss: 0.1811 (0.1931) loss_rec_all: 0.2074 (0.2190) loss_rec_sfr: 0.2680 (0.2827) loss_cl: -0.2797 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [03:32:08.404613] Epoch: [256] [1960/2904] eta: 0:11:53 lr: 0.001950 loss: 0.1810 (0.1930) loss_rec_all: 0.2070 (0.2190) loss_rec_sfr: 0.2700 (0.2827) loss_cl: -0.2788 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [03:32:23.329173] Epoch: [256] [1980/2904] eta: 0:11:38 lr: 0.001950 loss: 0.1886 (0.1931) loss_rec_all: 0.2150 (0.2190) loss_rec_sfr: 0.2632 (0.2827) loss_cl: -0.2779 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [03:32:38.248994] Epoch: [256] [2000/2904] eta: 0:11:23 lr: 0.001950 loss: 0.1853 (0.1931) loss_rec_all: 0.2115 (0.2190) loss_rec_sfr: 0.2663 (0.2827) loss_cl: -0.2782 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [03:32:53.168228] Epoch: [256] [2020/2904] eta: 0:11:07 lr: 0.001950 loss: 0.1831 (0.1931) loss_rec_all: 0.2092 (0.2190) loss_rec_sfr: 0.2743 (0.2828) loss_cl: -0.2795 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [03:33:08.084029] Epoch: [256] [2040/2904] eta: 0:10:52 lr: 0.001950 loss: 0.1815 (0.1930) loss_rec_all: 0.2075 (0.2189) loss_rec_sfr: 0.2647 (0.2826) loss_cl: -0.2795 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [03:33:23.005738] Epoch: [256] [2060/2904] eta: 0:10:37 lr: 0.001950 loss: 0.1819 (0.1930) loss_rec_all: 0.2083 (0.2189) loss_rec_sfr: 0.2335 (0.2824) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [03:33:37.926647] Epoch: [256] [2080/2904] eta: 0:10:22 lr: 0.001950 loss: 0.1863 (0.1930) loss_rec_all: 0.2124 (0.2189) loss_rec_sfr: 0.2673 (0.2825) loss_cl: -0.2780 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [03:33:52.846570] Epoch: [256] [2100/2904] eta: 0:10:07 lr: 0.001950 loss: 0.1832 (0.1930) loss_rec_all: 0.2092 (0.2189) loss_rec_sfr: 0.2781 (0.2826) loss_cl: -0.2792 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [03:34:07.757571] Epoch: [256] [2120/2904] eta: 0:09:52 lr: 0.001950 loss: 0.1801 (0.1929) loss_rec_all: 0.2063 (0.2189) loss_rec_sfr: 0.2557 (0.2824) loss_cl: -0.2803 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [03:34:22.672204] Epoch: [256] [2140/2904] eta: 0:09:36 lr: 0.001950 loss: 0.1836 (0.1930) loss_rec_all: 0.2097 (0.2189) loss_rec_sfr: 0.2641 (0.2824) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [03:34:37.583998] Epoch: [256] [2160/2904] eta: 0:09:21 lr: 0.001950 loss: 0.1837 (0.1929) loss_rec_all: 0.2093 (0.2188) loss_rec_sfr: 0.2816 (0.2824) loss_cl: -0.2777 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [03:34:52.498406] Epoch: [256] [2180/2904] eta: 0:09:06 lr: 0.001950 loss: 0.1835 (0.1930) loss_rec_all: 0.2098 (0.2189) loss_rec_sfr: 0.2803 (0.2826) loss_cl: -0.2778 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [03:35:07.417037] Epoch: [256] [2200/2904] eta: 0:08:51 lr: 0.001950 loss: 0.1801 (0.1930) loss_rec_all: 0.2057 (0.2189) loss_rec_sfr: 0.2692 (0.2827) loss_cl: -0.2781 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [03:35:22.330387] Epoch: [256] [2220/2904] eta: 0:08:36 lr: 0.001950 loss: 0.1821 (0.1930) loss_rec_all: 0.2087 (0.2189) loss_rec_sfr: 0.2296 (0.2826) loss_cl: -0.2797 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [03:35:37.244237] Epoch: [256] [2240/2904] eta: 0:08:21 lr: 0.001950 loss: 0.1837 (0.1931) loss_rec_all: 0.2102 (0.2190) loss_rec_sfr: 0.2595 (0.2829) loss_cl: -0.2794 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [03:35:52.160405] Epoch: [256] [2260/2904] eta: 0:08:05 lr: 0.001950 loss: 0.1830 (0.1931) loss_rec_all: 0.2094 (0.2190) loss_rec_sfr: 0.2703 (0.2830) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [03:36:07.079555] Epoch: [256] [2280/2904] eta: 0:07:50 lr: 0.001950 loss: 0.1861 (0.1931) loss_rec_all: 0.2121 (0.2190) loss_rec_sfr: 0.2727 (0.2830) loss_cl: -0.2784 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [03:36:22.006692] Epoch: [256] [2300/2904] eta: 0:07:35 lr: 0.001950 loss: 0.1834 (0.1931) loss_rec_all: 0.2094 (0.2190) loss_rec_sfr: 0.2713 (0.2830) loss_cl: -0.2784 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [03:36:36.927528] Epoch: [256] [2320/2904] eta: 0:07:20 lr: 0.001950 loss: 0.1816 (0.1931) loss_rec_all: 0.2080 (0.2190) loss_rec_sfr: 0.2664 (0.2830) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [03:36:51.840645] Epoch: [256] [2340/2904] eta: 0:07:05 lr: 0.001949 loss: 0.1853 (0.1931) loss_rec_all: 0.2114 (0.2190) loss_rec_sfr: 0.2615 (0.2831) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [03:37:06.756117] Epoch: [256] [2360/2904] eta: 0:06:50 lr: 0.001949 loss: 0.1823 (0.1932) loss_rec_all: 0.2084 (0.2191) loss_rec_sfr: 0.2790 (0.2834) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [03:37:21.668616] Epoch: [256] [2380/2904] eta: 0:06:35 lr: 0.001949 loss: 0.1820 (0.1931) loss_rec_all: 0.2087 (0.2190) loss_rec_sfr: 0.2311 (0.2831) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [03:37:36.580270] Epoch: [256] [2400/2904] eta: 0:06:20 lr: 0.001949 loss: 0.1841 (0.1931) loss_rec_all: 0.2102 (0.2190) loss_rec_sfr: 0.2644 (0.2831) loss_cl: -0.2792 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [03:37:51.495949] Epoch: [256] [2420/2904] eta: 0:06:04 lr: 0.001949 loss: 0.1825 (0.1931) loss_rec_all: 0.2090 (0.2190) loss_rec_sfr: 0.2606 (0.2830) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [03:38:06.408012] Epoch: [256] [2440/2904] eta: 0:05:49 lr: 0.001949 loss: 0.1849 (0.1931) loss_rec_all: 0.2109 (0.2190) loss_rec_sfr: 0.2579 (0.2829) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [03:38:21.326039] Epoch: [256] [2460/2904] eta: 0:05:34 lr: 0.001949 loss: 0.1832 (0.1931) loss_rec_all: 0.2093 (0.2190) loss_rec_sfr: 0.2567 (0.2831) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [03:38:36.245320] Epoch: [256] [2480/2904] eta: 0:05:19 lr: 0.001949 loss: 0.1825 (0.1931) loss_rec_all: 0.2087 (0.2190) loss_rec_sfr: 0.2683 (0.2830) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [03:38:51.161820] Epoch: [256] [2500/2904] eta: 0:05:04 lr: 0.001949 loss: 0.1888 (0.1932) loss_rec_all: 0.2153 (0.2191) loss_rec_sfr: 0.2648 (0.2833) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [03:39:06.078928] Epoch: [256] [2520/2904] eta: 0:04:49 lr: 0.001949 loss: 0.1861 (0.1933) loss_rec_all: 0.2122 (0.2192) loss_rec_sfr: 0.2731 (0.2836) loss_cl: -0.2796 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [03:39:20.996685] Epoch: [256] [2540/2904] eta: 0:04:34 lr: 0.001949 loss: 0.1833 (0.1933) loss_rec_all: 0.2092 (0.2192) loss_rec_sfr: 0.2631 (0.2835) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [03:39:35.913454] Epoch: [256] [2560/2904] eta: 0:04:19 lr: 0.001949 loss: 0.1804 (0.1933) loss_rec_all: 0.2068 (0.2192) loss_rec_sfr: 0.2633 (0.2835) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [03:39:50.829933] Epoch: [256] [2580/2904] eta: 0:04:04 lr: 0.001949 loss: 0.1864 (0.1933) loss_rec_all: 0.2129 (0.2192) loss_rec_sfr: 0.2768 (0.2836) loss_cl: -0.2794 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [03:40:05.747436] Epoch: [256] [2600/2904] eta: 0:03:49 lr: 0.001949 loss: 0.1818 (0.1933) loss_rec_all: 0.2077 (0.2192) loss_rec_sfr: 0.2726 (0.2836) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [03:40:20.664466] Epoch: [256] [2620/2904] eta: 0:03:33 lr: 0.001949 loss: 0.1858 (0.1933) loss_rec_all: 0.2121 (0.2192) loss_rec_sfr: 0.2769 (0.2836) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [03:40:35.586107] Epoch: [256] [2640/2904] eta: 0:03:18 lr: 0.001949 loss: 0.1880 (0.1933) loss_rec_all: 0.2141 (0.2192) loss_rec_sfr: 0.2615 (0.2835) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [03:40:50.502790] Epoch: [256] [2660/2904] eta: 0:03:03 lr: 0.001949 loss: 0.1813 (0.1932) loss_rec_all: 0.2077 (0.2191) loss_rec_sfr: 0.2615 (0.2833) loss_cl: -0.2783 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [03:41:05.418026] Epoch: [256] [2680/2904] eta: 0:02:48 lr: 0.001949 loss: 0.1800 (0.1932) loss_rec_all: 0.2065 (0.2191) loss_rec_sfr: 0.2533 (0.2834) loss_cl: -0.2793 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [03:41:20.333347] Epoch: [256] [2700/2904] eta: 0:02:33 lr: 0.001949 loss: 0.1824 (0.1932) loss_rec_all: 0.2082 (0.2191) loss_rec_sfr: 0.2644 (0.2834) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [03:41:35.245122] Epoch: [256] [2720/2904] eta: 0:02:18 lr: 0.001949 loss: 0.1835 (0.1932) loss_rec_all: 0.2097 (0.2191) loss_rec_sfr: 0.2728 (0.2834) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [03:41:50.157725] Epoch: [256] [2740/2904] eta: 0:02:03 lr: 0.001949 loss: 0.1816 (0.1932) loss_rec_all: 0.2081 (0.2191) loss_rec_sfr: 0.2600 (0.2834) loss_cl: -0.2793 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [03:42:05.073931] Epoch: [256] [2760/2904] eta: 0:01:48 lr: 0.001949 loss: 0.1815 (0.1932) loss_rec_all: 0.2075 (0.2191) loss_rec_sfr: 0.2563 (0.2833) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [03:42:19.986170] Epoch: [256] [2780/2904] eta: 0:01:33 lr: 0.001949 loss: 0.1851 (0.1932) loss_rec_all: 0.2115 (0.2191) loss_rec_sfr: 0.2606 (0.2832) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [03:42:34.894634] Epoch: [256] [2800/2904] eta: 0:01:18 lr: 0.001949 loss: 0.1854 (0.1932) loss_rec_all: 0.2112 (0.2191) loss_rec_sfr: 0.2732 (0.2832) loss_cl: -0.2782 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [03:42:49.811659] Epoch: [256] [2820/2904] eta: 0:01:03 lr: 0.001949 loss: 0.1830 (0.1932) loss_rec_all: 0.2088 (0.2191) loss_rec_sfr: 0.2737 (0.2833) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [03:43:04.774893] Epoch: [256] [2840/2904] eta: 0:00:48 lr: 0.001949 loss: 0.1823 (0.1932) loss_rec_all: 0.2084 (0.2191) loss_rec_sfr: 0.2726 (0.2833) loss_cl: -0.2797 (-0.2788) time: 0.7481 data: 0.0026 max mem: 29860 [03:43:19.675828] Epoch: [256] [2860/2904] eta: 0:00:33 lr: 0.001949 loss: 0.1811 (0.1932) loss_rec_all: 0.2070 (0.2191) loss_rec_sfr: 0.2642 (0.2832) loss_cl: -0.2787 (-0.2788) time: 0.7450 data: 0.0001 max mem: 29860 [03:43:34.576403] Epoch: [256] [2880/2904] eta: 0:00:18 lr: 0.001949 loss: 0.1897 (0.1932) loss_rec_all: 0.2155 (0.2191) loss_rec_sfr: 0.2728 (0.2834) loss_cl: -0.2785 (-0.2788) time: 0.7450 data: 0.0001 max mem: 29860 [03:43:49.478870] Epoch: [256] [2900/2904] eta: 0:00:03 lr: 0.001949 loss: 0.1848 (0.1932) loss_rec_all: 0.2111 (0.2191) loss_rec_sfr: 0.2288 (0.2833) loss_cl: -0.2786 (-0.2788) time: 0.7451 data: 0.0001 max mem: 29860 [03:43:51.722147] Epoch: [256] [2903/2904] eta: 0:00:00 lr: 0.001949 loss: 0.1850 (0.1932) loss_rec_all: 0.2113 (0.2191) loss_rec_sfr: 0.2557 (0.2833) loss_cl: -0.2786 (-0.2788) time: 0.7452 data: 0.0001 max mem: 29860 [03:43:53.827477] Epoch: [256] Total time: 0:36:27 (0.7534 s / it) [03:43:53.829675] Averaged stats: lr: 0.001949 loss: 0.1850 (0.1959) loss_rec_all: 0.2113 (0.2194) loss_rec_sfr: 0.2557 (0.2849) loss_cl: -0.2786 (-0.2556) [03:43:53.834442] log_dir: ./checkpoint/VF2_ViT-B [03:44:10.348142] Epoch: [257] [ 0/2904] eta: 13:19:12 lr: 0.001949 loss: 0.1752 (0.1752) loss_rec_all: 0.2017 (0.2017) loss_rec_sfr: 0.1987 (0.1987) loss_cl: -0.2790 (-0.2790) time: 16.5125 data: 14.0677 max mem: 29860 [03:44:25.836506] Epoch: [257] [ 20/2904] eta: 1:13:14 lr: 0.001949 loss: 0.1812 (0.1846) loss_rec_all: 0.2072 (0.2107) loss_rec_sfr: 0.2742 (0.2606) loss_cl: -0.2791 (-0.2790) time: 0.7744 data: 0.0171 max mem: 29860 [03:44:40.732845] Epoch: [257] [ 40/2904] eta: 0:54:35 lr: 0.001949 loss: 0.1833 (0.1838) loss_rec_all: 0.2094 (0.2100) loss_rec_sfr: 0.2274 (0.2497) loss_cl: -0.2798 (-0.2792) time: 0.7448 data: 0.0002 max mem: 29860 [03:44:55.615136] Epoch: [257] [ 60/2904] eta: 0:48:00 lr: 0.001949 loss: 0.1844 (0.1872) loss_rec_all: 0.2111 (0.2132) loss_rec_sfr: 0.2632 (0.2610) loss_cl: -0.2791 (-0.2790) time: 0.7441 data: 0.0002 max mem: 29860 [03:45:10.511533] Epoch: [257] [ 80/2904] eta: 0:44:33 lr: 0.001949 loss: 0.1905 (0.1890) loss_rec_all: 0.2164 (0.2150) loss_rec_sfr: 0.2599 (0.2640) loss_cl: -0.2782 (-0.2788) time: 0.7448 data: 0.0002 max mem: 29860 [03:45:25.420462] Epoch: [257] [ 100/2904] eta: 0:42:22 lr: 0.001949 loss: 0.1817 (0.1894) loss_rec_all: 0.2080 (0.2154) loss_rec_sfr: 0.2597 (0.2663) loss_cl: -0.2786 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [03:45:40.343357] Epoch: [257] [ 120/2904] eta: 0:40:50 lr: 0.001949 loss: 0.1827 (0.1904) loss_rec_all: 0.2094 (0.2164) loss_rec_sfr: 0.2600 (0.2690) loss_cl: -0.2792 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [03:45:55.277625] Epoch: [257] [ 140/2904] eta: 0:39:40 lr: 0.001949 loss: 0.1842 (0.1905) loss_rec_all: 0.2102 (0.2165) loss_rec_sfr: 0.2611 (0.2706) loss_cl: -0.2798 (-0.2789) time: 0.7467 data: 0.0002 max mem: 29860 [03:46:10.201515] Epoch: [257] [ 160/2904] eta: 0:38:44 lr: 0.001949 loss: 0.1870 (0.1916) loss_rec_all: 0.2130 (0.2175) loss_rec_sfr: 0.2676 (0.2745) loss_cl: -0.2800 (-0.2790) time: 0.7462 data: 0.0002 max mem: 29860 [03:46:25.124085] Epoch: [257] [ 180/2904] eta: 0:37:56 lr: 0.001949 loss: 0.1827 (0.1917) loss_rec_all: 0.2087 (0.2176) loss_rec_sfr: 0.2733 (0.2765) loss_cl: -0.2787 (-0.2790) time: 0.7461 data: 0.0002 max mem: 29860 [03:46:40.036656] Epoch: [257] [ 200/2904] eta: 0:37:15 lr: 0.001948 loss: 0.1839 (0.1920) loss_rec_all: 0.2099 (0.2180) loss_rec_sfr: 0.2616 (0.2765) loss_cl: -0.2777 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [03:46:54.954995] Epoch: [257] [ 220/2904] eta: 0:36:39 lr: 0.001948 loss: 0.1851 (0.1921) loss_rec_all: 0.2112 (0.2181) loss_rec_sfr: 0.2617 (0.2770) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [03:47:09.879872] Epoch: [257] [ 240/2904] eta: 0:36:06 lr: 0.001948 loss: 0.1825 (0.1919) loss_rec_all: 0.2085 (0.2179) loss_rec_sfr: 0.2654 (0.2770) loss_cl: -0.2791 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [03:47:24.796967] Epoch: [257] [ 260/2904] eta: 0:35:36 lr: 0.001948 loss: 0.1830 (0.1922) loss_rec_all: 0.2090 (0.2181) loss_rec_sfr: 0.2650 (0.2781) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [03:47:39.747087] Epoch: [257] [ 280/2904] eta: 0:35:09 lr: 0.001948 loss: 0.1829 (0.1922) loss_rec_all: 0.2093 (0.2181) loss_rec_sfr: 0.2709 (0.2791) loss_cl: -0.2788 (-0.2788) time: 0.7475 data: 0.0002 max mem: 29860 [03:47:54.666289] Epoch: [257] [ 300/2904] eta: 0:34:43 lr: 0.001948 loss: 0.1874 (0.1927) loss_rec_all: 0.2133 (0.2186) loss_rec_sfr: 0.2693 (0.2810) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [03:48:09.579035] Epoch: [257] [ 320/2904] eta: 0:34:18 lr: 0.001948 loss: 0.1804 (0.1920) loss_rec_all: 0.2069 (0.2179) loss_rec_sfr: 0.2600 (0.2788) loss_cl: -0.2783 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [03:48:24.496871] Epoch: [257] [ 340/2904] eta: 0:33:55 lr: 0.001948 loss: 0.1822 (0.1919) loss_rec_all: 0.2083 (0.2179) loss_rec_sfr: 0.2665 (0.2787) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [03:48:39.414839] Epoch: [257] [ 360/2904] eta: 0:33:32 lr: 0.001948 loss: 0.1886 (0.1925) loss_rec_all: 0.2145 (0.2184) loss_rec_sfr: 0.2777 (0.2811) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [03:48:54.330196] Epoch: [257] [ 380/2904] eta: 0:33:10 lr: 0.001948 loss: 0.1797 (0.1924) loss_rec_all: 0.2063 (0.2183) loss_rec_sfr: 0.2598 (0.2808) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [03:49:09.242311] Epoch: [257] [ 400/2904] eta: 0:32:49 lr: 0.001948 loss: 0.1846 (0.1926) loss_rec_all: 0.2110 (0.2185) loss_rec_sfr: 0.2628 (0.2813) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [03:49:24.152875] Epoch: [257] [ 420/2904] eta: 0:32:28 lr: 0.001948 loss: 0.1852 (0.1928) loss_rec_all: 0.2115 (0.2187) loss_rec_sfr: 0.2708 (0.2822) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [03:49:39.193567] Epoch: [257] [ 440/2904] eta: 0:32:09 lr: 0.001948 loss: 0.1812 (0.1929) loss_rec_all: 0.2078 (0.2188) loss_rec_sfr: 0.2629 (0.2824) loss_cl: -0.2787 (-0.2788) time: 0.7520 data: 0.0002 max mem: 29860 [03:49:54.109612] Epoch: [257] [ 460/2904] eta: 0:31:49 lr: 0.001948 loss: 0.1831 (0.1929) loss_rec_all: 0.2091 (0.2189) loss_rec_sfr: 0.2680 (0.2828) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [03:50:09.022005] Epoch: [257] [ 480/2904] eta: 0:31:30 lr: 0.001948 loss: 0.1832 (0.1930) loss_rec_all: 0.2093 (0.2189) loss_rec_sfr: 0.2727 (0.2831) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [03:50:23.939601] Epoch: [257] [ 500/2904] eta: 0:31:11 lr: 0.001948 loss: 0.1805 (0.1927) loss_rec_all: 0.2067 (0.2186) loss_rec_sfr: 0.2608 (0.2827) loss_cl: -0.2795 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [03:50:38.859342] Epoch: [257] [ 520/2904] eta: 0:30:53 lr: 0.001948 loss: 0.1824 (0.1928) loss_rec_all: 0.2085 (0.2187) loss_rec_sfr: 0.2683 (0.2830) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [03:50:53.775765] Epoch: [257] [ 540/2904] eta: 0:30:34 lr: 0.001948 loss: 0.1861 (0.1929) loss_rec_all: 0.2120 (0.2188) loss_rec_sfr: 0.2669 (0.2832) loss_cl: -0.2798 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [03:51:08.683525] Epoch: [257] [ 560/2904] eta: 0:30:16 lr: 0.001948 loss: 0.1833 (0.1927) loss_rec_all: 0.2097 (0.2186) loss_rec_sfr: 0.2599 (0.2823) loss_cl: -0.2783 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [03:51:23.593374] Epoch: [257] [ 580/2904] eta: 0:29:58 lr: 0.001948 loss: 0.1808 (0.1924) loss_rec_all: 0.2068 (0.2183) loss_rec_sfr: 0.2567 (0.2815) loss_cl: -0.2791 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [03:51:38.508906] Epoch: [257] [ 600/2904] eta: 0:29:41 lr: 0.001948 loss: 0.1832 (0.1925) loss_rec_all: 0.2093 (0.2184) loss_rec_sfr: 0.2672 (0.2819) loss_cl: -0.2793 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [03:51:53.418475] Epoch: [257] [ 620/2904] eta: 0:29:23 lr: 0.001948 loss: 0.1817 (0.1924) loss_rec_all: 0.2081 (0.2183) loss_rec_sfr: 0.2667 (0.2818) loss_cl: -0.2788 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [03:52:08.330141] Epoch: [257] [ 640/2904] eta: 0:29:06 lr: 0.001948 loss: 0.1848 (0.1926) loss_rec_all: 0.2110 (0.2185) loss_rec_sfr: 0.2581 (0.2822) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [03:52:23.242276] Epoch: [257] [ 660/2904] eta: 0:28:49 lr: 0.001948 loss: 0.1832 (0.1926) loss_rec_all: 0.2096 (0.2185) loss_rec_sfr: 0.2703 (0.2822) loss_cl: -0.2783 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [03:52:38.151886] Epoch: [257] [ 680/2904] eta: 0:28:32 lr: 0.001948 loss: 0.1830 (0.1925) loss_rec_all: 0.2092 (0.2184) loss_rec_sfr: 0.2687 (0.2821) loss_cl: -0.2788 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [03:52:53.061738] Epoch: [257] [ 700/2904] eta: 0:28:15 lr: 0.001948 loss: 0.1817 (0.1923) loss_rec_all: 0.2079 (0.2183) loss_rec_sfr: 0.2600 (0.2814) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [03:53:07.967273] Epoch: [257] [ 720/2904] eta: 0:27:58 lr: 0.001948 loss: 0.1829 (0.1922) loss_rec_all: 0.2093 (0.2181) loss_rec_sfr: 0.2549 (0.2810) loss_cl: -0.2795 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [03:53:22.877248] Epoch: [257] [ 740/2904] eta: 0:27:41 lr: 0.001948 loss: 0.1829 (0.1920) loss_rec_all: 0.2092 (0.2179) loss_rec_sfr: 0.2575 (0.2801) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [03:53:37.792882] Epoch: [257] [ 760/2904] eta: 0:27:25 lr: 0.001948 loss: 0.1827 (0.1919) loss_rec_all: 0.2089 (0.2178) loss_rec_sfr: 0.2698 (0.2802) loss_cl: -0.2795 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [03:53:52.709701] Epoch: [257] [ 780/2904] eta: 0:27:08 lr: 0.001948 loss: 0.1819 (0.1917) loss_rec_all: 0.2082 (0.2177) loss_rec_sfr: 0.2265 (0.2793) loss_cl: -0.2792 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [03:54:07.623904] Epoch: [257] [ 800/2904] eta: 0:26:52 lr: 0.001948 loss: 0.1826 (0.1918) loss_rec_all: 0.2085 (0.2177) loss_rec_sfr: 0.2689 (0.2796) loss_cl: -0.2789 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [03:54:22.539367] Epoch: [257] [ 820/2904] eta: 0:26:35 lr: 0.001948 loss: 0.1842 (0.1920) loss_rec_all: 0.2103 (0.2179) loss_rec_sfr: 0.2775 (0.2802) loss_cl: -0.2798 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [03:54:37.457018] Epoch: [257] [ 840/2904] eta: 0:26:19 lr: 0.001948 loss: 0.1823 (0.1918) loss_rec_all: 0.2083 (0.2178) loss_rec_sfr: 0.2241 (0.2797) loss_cl: -0.2797 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [03:54:52.369877] Epoch: [257] [ 860/2904] eta: 0:26:03 lr: 0.001948 loss: 0.1836 (0.1918) loss_rec_all: 0.2094 (0.2177) loss_rec_sfr: 0.2714 (0.2797) loss_cl: -0.2783 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [03:55:07.287531] Epoch: [257] [ 880/2904] eta: 0:25:47 lr: 0.001948 loss: 0.1874 (0.1920) loss_rec_all: 0.2135 (0.2179) loss_rec_sfr: 0.2704 (0.2802) loss_cl: -0.2792 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [03:55:22.208072] Epoch: [257] [ 900/2904] eta: 0:25:30 lr: 0.001948 loss: 0.1848 (0.1920) loss_rec_all: 0.2111 (0.2180) loss_rec_sfr: 0.2595 (0.2803) loss_cl: -0.2784 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [03:55:37.121712] Epoch: [257] [ 920/2904] eta: 0:25:14 lr: 0.001948 loss: 0.1811 (0.1919) loss_rec_all: 0.2074 (0.2178) loss_rec_sfr: 0.2542 (0.2798) loss_cl: -0.2802 (-0.2789) time: 0.7456 data: 0.0003 max mem: 29860 [03:55:52.029240] Epoch: [257] [ 940/2904] eta: 0:24:58 lr: 0.001947 loss: 0.1846 (0.1919) loss_rec_all: 0.2109 (0.2179) loss_rec_sfr: 0.2365 (0.2797) loss_cl: -0.2788 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [03:56:06.938261] Epoch: [257] [ 960/2904] eta: 0:24:42 lr: 0.001947 loss: 0.1836 (0.1918) loss_rec_all: 0.2096 (0.2178) loss_rec_sfr: 0.2601 (0.2793) loss_cl: -0.2786 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [03:56:21.849377] Epoch: [257] [ 980/2904] eta: 0:24:26 lr: 0.001947 loss: 0.1794 (0.1917) loss_rec_all: 0.2055 (0.2176) loss_rec_sfr: 0.2623 (0.2790) loss_cl: -0.2792 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [03:56:36.769994] Epoch: [257] [1000/2904] eta: 0:24:11 lr: 0.001947 loss: 0.1834 (0.1918) loss_rec_all: 0.2097 (0.2178) loss_rec_sfr: 0.2732 (0.2796) loss_cl: -0.2797 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [03:56:51.686836] Epoch: [257] [1020/2904] eta: 0:23:55 lr: 0.001947 loss: 0.1794 (0.1917) loss_rec_all: 0.2060 (0.2177) loss_rec_sfr: 0.2299 (0.2791) loss_cl: -0.2791 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [03:57:06.600734] Epoch: [257] [1040/2904] eta: 0:23:39 lr: 0.001947 loss: 0.1812 (0.1917) loss_rec_all: 0.2073 (0.2176) loss_rec_sfr: 0.2639 (0.2791) loss_cl: -0.2788 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [03:57:21.512190] Epoch: [257] [1060/2904] eta: 0:23:23 lr: 0.001947 loss: 0.1821 (0.1917) loss_rec_all: 0.2084 (0.2177) loss_rec_sfr: 0.2644 (0.2792) loss_cl: -0.2794 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [03:57:36.422953] Epoch: [257] [1080/2904] eta: 0:23:07 lr: 0.001947 loss: 0.1860 (0.1919) loss_rec_all: 0.2120 (0.2178) loss_rec_sfr: 0.2813 (0.2796) loss_cl: -0.2791 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [03:57:51.332498] Epoch: [257] [1100/2904] eta: 0:22:52 lr: 0.001947 loss: 0.1852 (0.1918) loss_rec_all: 0.2113 (0.2178) loss_rec_sfr: 0.2582 (0.2792) loss_cl: -0.2777 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [03:58:06.237376] Epoch: [257] [1120/2904] eta: 0:22:36 lr: 0.001947 loss: 0.1809 (0.1917) loss_rec_all: 0.2067 (0.2176) loss_rec_sfr: 0.2540 (0.2788) loss_cl: -0.2787 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [03:58:21.144462] Epoch: [257] [1140/2904] eta: 0:22:20 lr: 0.001947 loss: 0.1826 (0.1917) loss_rec_all: 0.2087 (0.2177) loss_rec_sfr: 0.2556 (0.2790) loss_cl: -0.2796 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [03:58:36.052035] Epoch: [257] [1160/2904] eta: 0:22:05 lr: 0.001947 loss: 0.1889 (0.1918) loss_rec_all: 0.2148 (0.2178) loss_rec_sfr: 0.2645 (0.2793) loss_cl: -0.2792 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [03:58:50.957498] Epoch: [257] [1180/2904] eta: 0:21:49 lr: 0.001947 loss: 0.1941 (0.1921) loss_rec_all: 0.2201 (0.2180) loss_rec_sfr: 0.2725 (0.2801) loss_cl: -0.2791 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [03:59:05.870787] Epoch: [257] [1200/2904] eta: 0:21:33 lr: 0.001947 loss: 0.1821 (0.1920) loss_rec_all: 0.2084 (0.2180) loss_rec_sfr: 0.2540 (0.2797) loss_cl: -0.2788 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [03:59:20.783872] Epoch: [257] [1220/2904] eta: 0:21:18 lr: 0.001947 loss: 0.1839 (0.1920) loss_rec_all: 0.2098 (0.2179) loss_rec_sfr: 0.2688 (0.2798) loss_cl: -0.2788 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [03:59:35.708712] Epoch: [257] [1240/2904] eta: 0:21:02 lr: 0.001947 loss: 0.1824 (0.1921) loss_rec_all: 0.2088 (0.2180) loss_rec_sfr: 0.2719 (0.2800) loss_cl: -0.2787 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [03:59:50.626567] Epoch: [257] [1260/2904] eta: 0:20:47 lr: 0.001947 loss: 0.1858 (0.1921) loss_rec_all: 0.2118 (0.2180) loss_rec_sfr: 0.2626 (0.2798) loss_cl: -0.2788 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [04:00:05.543909] Epoch: [257] [1280/2904] eta: 0:20:31 lr: 0.001947 loss: 0.1853 (0.1920) loss_rec_all: 0.2113 (0.2179) loss_rec_sfr: 0.2334 (0.2795) loss_cl: -0.2791 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [04:00:20.454250] Epoch: [257] [1300/2904] eta: 0:20:16 lr: 0.001947 loss: 0.1837 (0.1921) loss_rec_all: 0.2101 (0.2180) loss_rec_sfr: 0.2628 (0.2797) loss_cl: -0.2792 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [04:00:35.369212] Epoch: [257] [1320/2904] eta: 0:20:00 lr: 0.001947 loss: 0.1853 (0.1921) loss_rec_all: 0.2114 (0.2181) loss_rec_sfr: 0.2579 (0.2797) loss_cl: -0.2790 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [04:00:50.284084] Epoch: [257] [1340/2904] eta: 0:19:45 lr: 0.001947 loss: 0.1874 (0.1922) loss_rec_all: 0.2133 (0.2181) loss_rec_sfr: 0.2644 (0.2800) loss_cl: -0.2794 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [04:01:05.196679] Epoch: [257] [1360/2904] eta: 0:19:29 lr: 0.001947 loss: 0.1867 (0.1922) loss_rec_all: 0.2126 (0.2181) loss_rec_sfr: 0.2692 (0.2799) loss_cl: -0.2790 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [04:01:20.111732] Epoch: [257] [1380/2904] eta: 0:19:14 lr: 0.001947 loss: 0.1813 (0.1921) loss_rec_all: 0.2075 (0.2180) loss_rec_sfr: 0.2344 (0.2795) loss_cl: -0.2789 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [04:01:35.031684] Epoch: [257] [1400/2904] eta: 0:18:59 lr: 0.001947 loss: 0.1845 (0.1922) loss_rec_all: 0.2108 (0.2181) loss_rec_sfr: 0.2704 (0.2798) loss_cl: -0.2785 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [04:01:49.940068] Epoch: [257] [1420/2904] eta: 0:18:43 lr: 0.001947 loss: 0.1872 (0.1922) loss_rec_all: 0.2134 (0.2181) loss_rec_sfr: 0.2706 (0.2797) loss_cl: -0.2774 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [04:02:04.850713] Epoch: [257] [1440/2904] eta: 0:18:28 lr: 0.001947 loss: 0.1815 (0.1921) loss_rec_all: 0.2080 (0.2180) loss_rec_sfr: 0.2236 (0.2793) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [04:02:19.766981] Epoch: [257] [1460/2904] eta: 0:18:13 lr: 0.001947 loss: 0.1854 (0.1922) loss_rec_all: 0.2116 (0.2182) loss_rec_sfr: 0.2657 (0.2798) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [04:02:34.682882] Epoch: [257] [1480/2904] eta: 0:17:57 lr: 0.001947 loss: 0.1820 (0.1923) loss_rec_all: 0.2082 (0.2182) loss_rec_sfr: 0.2631 (0.2801) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [04:02:49.598828] Epoch: [257] [1500/2904] eta: 0:17:42 lr: 0.001947 loss: 0.1831 (0.1923) loss_rec_all: 0.2096 (0.2182) loss_rec_sfr: 0.2631 (0.2799) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [04:03:04.514790] Epoch: [257] [1520/2904] eta: 0:17:26 lr: 0.001947 loss: 0.1840 (0.1923) loss_rec_all: 0.2100 (0.2182) loss_rec_sfr: 0.2677 (0.2799) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [04:03:19.427754] Epoch: [257] [1540/2904] eta: 0:17:11 lr: 0.001947 loss: 0.1866 (0.1923) loss_rec_all: 0.2124 (0.2182) loss_rec_sfr: 0.2657 (0.2799) loss_cl: -0.2793 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [04:03:34.340372] Epoch: [257] [1560/2904] eta: 0:16:56 lr: 0.001947 loss: 0.1808 (0.1922) loss_rec_all: 0.2067 (0.2181) loss_rec_sfr: 0.2332 (0.2795) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [04:03:49.251497] Epoch: [257] [1580/2904] eta: 0:16:41 lr: 0.001947 loss: 0.1846 (0.1922) loss_rec_all: 0.2103 (0.2182) loss_rec_sfr: 0.2749 (0.2797) loss_cl: -0.2781 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [04:04:04.167338] Epoch: [257] [1600/2904] eta: 0:16:25 lr: 0.001947 loss: 0.1854 (0.1922) loss_rec_all: 0.2112 (0.2182) loss_rec_sfr: 0.2692 (0.2797) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [04:04:19.086841] Epoch: [257] [1620/2904] eta: 0:16:10 lr: 0.001947 loss: 0.1830 (0.1922) loss_rec_all: 0.2089 (0.2182) loss_rec_sfr: 0.2670 (0.2797) loss_cl: -0.2799 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [04:04:34.012072] Epoch: [257] [1640/2904] eta: 0:15:55 lr: 0.001947 loss: 0.1820 (0.1923) loss_rec_all: 0.2080 (0.2182) loss_rec_sfr: 0.2752 (0.2800) loss_cl: -0.2796 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [04:04:48.940484] Epoch: [257] [1660/2904] eta: 0:15:39 lr: 0.001947 loss: 0.1875 (0.1924) loss_rec_all: 0.2133 (0.2183) loss_rec_sfr: 0.2708 (0.2804) loss_cl: -0.2779 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [04:05:03.863630] Epoch: [257] [1680/2904] eta: 0:15:24 lr: 0.001946 loss: 0.1827 (0.1925) loss_rec_all: 0.2090 (0.2184) loss_rec_sfr: 0.2724 (0.2806) loss_cl: -0.2787 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [04:05:18.775901] Epoch: [257] [1700/2904] eta: 0:15:09 lr: 0.001946 loss: 0.1792 (0.1924) loss_rec_all: 0.2053 (0.2183) loss_rec_sfr: 0.2325 (0.2804) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [04:05:33.690406] Epoch: [257] [1720/2904] eta: 0:14:54 lr: 0.001946 loss: 0.1801 (0.1924) loss_rec_all: 0.2065 (0.2183) loss_rec_sfr: 0.2448 (0.2803) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [04:05:48.621191] Epoch: [257] [1740/2904] eta: 0:14:38 lr: 0.001946 loss: 0.1861 (0.1925) loss_rec_all: 0.2120 (0.2184) loss_rec_sfr: 0.2725 (0.2806) loss_cl: -0.2789 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [04:06:03.535932] Epoch: [257] [1760/2904] eta: 0:14:23 lr: 0.001946 loss: 0.1840 (0.1925) loss_rec_all: 0.2105 (0.2184) loss_rec_sfr: 0.2536 (0.2805) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [04:06:18.446161] Epoch: [257] [1780/2904] eta: 0:14:08 lr: 0.001946 loss: 0.1821 (0.1926) loss_rec_all: 0.2080 (0.2185) loss_rec_sfr: 0.2748 (0.2811) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [04:06:33.360736] Epoch: [257] [1800/2904] eta: 0:13:53 lr: 0.001946 loss: 0.1843 (0.1926) loss_rec_all: 0.2101 (0.2185) loss_rec_sfr: 0.2748 (0.2811) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [04:06:48.275024] Epoch: [257] [1820/2904] eta: 0:13:38 lr: 0.001946 loss: 0.1825 (0.1926) loss_rec_all: 0.2085 (0.2185) loss_rec_sfr: 0.2734 (0.2813) loss_cl: -0.2783 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [04:07:03.187792] Epoch: [257] [1840/2904] eta: 0:13:22 lr: 0.001946 loss: 0.1826 (0.1925) loss_rec_all: 0.2084 (0.2185) loss_rec_sfr: 0.2520 (0.2811) loss_cl: -0.2782 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [04:07:18.098422] Epoch: [257] [1860/2904] eta: 0:13:07 lr: 0.001946 loss: 0.1829 (0.1926) loss_rec_all: 0.2088 (0.2185) loss_rec_sfr: 0.2684 (0.2812) loss_cl: -0.2795 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [04:07:33.008686] Epoch: [257] [1880/2904] eta: 0:12:52 lr: 0.001946 loss: 0.1845 (0.1926) loss_rec_all: 0.2107 (0.2185) loss_rec_sfr: 0.2724 (0.2812) loss_cl: -0.2782 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [04:07:47.927587] Epoch: [257] [1900/2904] eta: 0:12:37 lr: 0.001946 loss: 0.1826 (0.1926) loss_rec_all: 0.2088 (0.2185) loss_rec_sfr: 0.2252 (0.2812) loss_cl: -0.2775 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [04:08:02.843893] Epoch: [257] [1920/2904] eta: 0:12:22 lr: 0.001946 loss: 0.1809 (0.1926) loss_rec_all: 0.2070 (0.2185) loss_rec_sfr: 0.2584 (0.2813) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [04:08:17.760461] Epoch: [257] [1940/2904] eta: 0:12:07 lr: 0.001946 loss: 0.1860 (0.1926) loss_rec_all: 0.2119 (0.2185) loss_rec_sfr: 0.2656 (0.2813) loss_cl: -0.2795 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [04:08:32.676663] Epoch: [257] [1960/2904] eta: 0:11:51 lr: 0.001946 loss: 0.1873 (0.1927) loss_rec_all: 0.2137 (0.2186) loss_rec_sfr: 0.2573 (0.2814) loss_cl: -0.2796 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [04:08:47.591568] Epoch: [257] [1980/2904] eta: 0:11:36 lr: 0.001946 loss: 0.1808 (0.1926) loss_rec_all: 0.2066 (0.2185) loss_rec_sfr: 0.2718 (0.2812) loss_cl: -0.2797 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [04:09:02.504029] Epoch: [257] [2000/2904] eta: 0:11:21 lr: 0.001946 loss: 0.1858 (0.1926) loss_rec_all: 0.2119 (0.2185) loss_rec_sfr: 0.2687 (0.2814) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [04:09:17.415727] Epoch: [257] [2020/2904] eta: 0:11:06 lr: 0.001946 loss: 0.1841 (0.1926) loss_rec_all: 0.2106 (0.2185) loss_rec_sfr: 0.2342 (0.2813) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [04:09:32.334809] Epoch: [257] [2040/2904] eta: 0:10:51 lr: 0.001946 loss: 0.1800 (0.1925) loss_rec_all: 0.2060 (0.2185) loss_rec_sfr: 0.2278 (0.2810) loss_cl: -0.2783 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [04:09:47.248030] Epoch: [257] [2060/2904] eta: 0:10:36 lr: 0.001946 loss: 0.1856 (0.1926) loss_rec_all: 0.2115 (0.2185) loss_rec_sfr: 0.2622 (0.2813) loss_cl: -0.2781 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [04:10:02.166151] Epoch: [257] [2080/2904] eta: 0:10:20 lr: 0.001946 loss: 0.1841 (0.1925) loss_rec_all: 0.2100 (0.2185) loss_rec_sfr: 0.2749 (0.2812) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [04:10:17.077670] Epoch: [257] [2100/2904] eta: 0:10:05 lr: 0.001946 loss: 0.1839 (0.1926) loss_rec_all: 0.2100 (0.2185) loss_rec_sfr: 0.2573 (0.2813) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [04:10:31.994411] Epoch: [257] [2120/2904] eta: 0:09:50 lr: 0.001946 loss: 0.1839 (0.1926) loss_rec_all: 0.2097 (0.2185) loss_rec_sfr: 0.2653 (0.2813) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [04:10:46.906313] Epoch: [257] [2140/2904] eta: 0:09:35 lr: 0.001946 loss: 0.1911 (0.1927) loss_rec_all: 0.2173 (0.2186) loss_rec_sfr: 0.2639 (0.2817) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [04:11:01.814552] Epoch: [257] [2160/2904] eta: 0:09:20 lr: 0.001946 loss: 0.1838 (0.1926) loss_rec_all: 0.2103 (0.2186) loss_rec_sfr: 0.2593 (0.2815) loss_cl: -0.2787 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [04:11:16.726948] Epoch: [257] [2180/2904] eta: 0:09:05 lr: 0.001946 loss: 0.1888 (0.1927) loss_rec_all: 0.2148 (0.2186) loss_rec_sfr: 0.2682 (0.2815) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [04:11:31.647829] Epoch: [257] [2200/2904] eta: 0:08:50 lr: 0.001946 loss: 0.1886 (0.1927) loss_rec_all: 0.2148 (0.2186) loss_rec_sfr: 0.2692 (0.2816) loss_cl: -0.2791 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [04:11:46.559869] Epoch: [257] [2220/2904] eta: 0:08:35 lr: 0.001946 loss: 0.1824 (0.1926) loss_rec_all: 0.2084 (0.2185) loss_rec_sfr: 0.2649 (0.2815) loss_cl: -0.2784 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [04:12:01.474335] Epoch: [257] [2240/2904] eta: 0:08:20 lr: 0.001946 loss: 0.1858 (0.1926) loss_rec_all: 0.2117 (0.2186) loss_rec_sfr: 0.2667 (0.2816) loss_cl: -0.2793 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [04:12:16.390888] Epoch: [257] [2260/2904] eta: 0:08:04 lr: 0.001946 loss: 0.1808 (0.1927) loss_rec_all: 0.2068 (0.2186) loss_rec_sfr: 0.2658 (0.2817) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [04:12:31.314402] Epoch: [257] [2280/2904] eta: 0:07:49 lr: 0.001946 loss: 0.1813 (0.1927) loss_rec_all: 0.2072 (0.2186) loss_rec_sfr: 0.2739 (0.2818) loss_cl: -0.2785 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [04:12:46.225089] Epoch: [257] [2300/2904] eta: 0:07:34 lr: 0.001946 loss: 0.1845 (0.1927) loss_rec_all: 0.2109 (0.2186) loss_rec_sfr: 0.2705 (0.2820) loss_cl: -0.2793 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [04:13:01.142884] Epoch: [257] [2320/2904] eta: 0:07:19 lr: 0.001946 loss: 0.1879 (0.1928) loss_rec_all: 0.2138 (0.2187) loss_rec_sfr: 0.2591 (0.2823) loss_cl: -0.2795 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [04:13:16.059816] Epoch: [257] [2340/2904] eta: 0:07:04 lr: 0.001946 loss: 0.1828 (0.1928) loss_rec_all: 0.2089 (0.2187) loss_rec_sfr: 0.2768 (0.2823) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [04:13:30.978128] Epoch: [257] [2360/2904] eta: 0:06:49 lr: 0.001946 loss: 0.1840 (0.1928) loss_rec_all: 0.2100 (0.2187) loss_rec_sfr: 0.2619 (0.2822) loss_cl: -0.2801 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [04:13:45.878119] Epoch: [257] [2380/2904] eta: 0:06:34 lr: 0.001946 loss: 0.1862 (0.1928) loss_rec_all: 0.2122 (0.2187) loss_rec_sfr: 0.2712 (0.2824) loss_cl: -0.2778 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [04:14:00.796693] Epoch: [257] [2400/2904] eta: 0:06:19 lr: 0.001946 loss: 0.1823 (0.1928) loss_rec_all: 0.2081 (0.2187) loss_rec_sfr: 0.2652 (0.2823) loss_cl: -0.2773 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [04:14:15.714610] Epoch: [257] [2420/2904] eta: 0:06:04 lr: 0.001946 loss: 0.1831 (0.1928) loss_rec_all: 0.2091 (0.2187) loss_rec_sfr: 0.2679 (0.2823) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [04:14:30.632003] Epoch: [257] [2440/2904] eta: 0:05:49 lr: 0.001945 loss: 0.1815 (0.1927) loss_rec_all: 0.2078 (0.2186) loss_rec_sfr: 0.2525 (0.2821) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [04:14:45.552563] Epoch: [257] [2460/2904] eta: 0:05:34 lr: 0.001945 loss: 0.1815 (0.1927) loss_rec_all: 0.2076 (0.2186) loss_rec_sfr: 0.2334 (0.2820) loss_cl: -0.2783 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [04:15:00.468435] Epoch: [257] [2480/2904] eta: 0:05:18 lr: 0.001945 loss: 0.1826 (0.1927) loss_rec_all: 0.2086 (0.2186) loss_rec_sfr: 0.2601 (0.2819) loss_cl: -0.2798 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [04:15:15.380225] Epoch: [257] [2500/2904] eta: 0:05:03 lr: 0.001945 loss: 0.1804 (0.1927) loss_rec_all: 0.2071 (0.2186) loss_rec_sfr: 0.2472 (0.2819) loss_cl: -0.2799 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [04:15:30.301996] Epoch: [257] [2520/2904] eta: 0:04:48 lr: 0.001945 loss: 0.1839 (0.1926) loss_rec_all: 0.2098 (0.2186) loss_rec_sfr: 0.2601 (0.2817) loss_cl: -0.2793 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [04:15:45.222030] Epoch: [257] [2540/2904] eta: 0:04:33 lr: 0.001945 loss: 0.1821 (0.1926) loss_rec_all: 0.2080 (0.2186) loss_rec_sfr: 0.2672 (0.2817) loss_cl: -0.2782 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [04:16:00.145883] Epoch: [257] [2560/2904] eta: 0:04:18 lr: 0.001945 loss: 0.1835 (0.1927) loss_rec_all: 0.2096 (0.2186) loss_rec_sfr: 0.2409 (0.2817) loss_cl: -0.2787 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [04:16:15.066492] Epoch: [257] [2580/2904] eta: 0:04:03 lr: 0.001945 loss: 0.1853 (0.1927) loss_rec_all: 0.2116 (0.2186) loss_rec_sfr: 0.2657 (0.2818) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [04:16:29.983940] Epoch: [257] [2600/2904] eta: 0:03:48 lr: 0.001945 loss: 0.1837 (0.1927) loss_rec_all: 0.2095 (0.2186) loss_rec_sfr: 0.2635 (0.2818) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [04:16:44.896673] Epoch: [257] [2620/2904] eta: 0:03:33 lr: 0.001945 loss: 0.1867 (0.1928) loss_rec_all: 0.2128 (0.2187) loss_rec_sfr: 0.2702 (0.2821) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [04:16:59.815768] Epoch: [257] [2640/2904] eta: 0:03:18 lr: 0.001945 loss: 0.1844 (0.1928) loss_rec_all: 0.2109 (0.2187) loss_rec_sfr: 0.2653 (0.2820) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [04:17:14.743238] Epoch: [257] [2660/2904] eta: 0:03:03 lr: 0.001945 loss: 0.1810 (0.1927) loss_rec_all: 0.2073 (0.2187) loss_rec_sfr: 0.2624 (0.2820) loss_cl: -0.2786 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [04:17:29.665923] Epoch: [257] [2680/2904] eta: 0:02:48 lr: 0.001945 loss: 0.1836 (0.1928) loss_rec_all: 0.2096 (0.2187) loss_rec_sfr: 0.2558 (0.2820) loss_cl: -0.2794 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [04:17:44.583853] Epoch: [257] [2700/2904] eta: 0:02:33 lr: 0.001945 loss: 0.1825 (0.1928) loss_rec_all: 0.2086 (0.2187) loss_rec_sfr: 0.2550 (0.2819) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [04:17:59.496570] Epoch: [257] [2720/2904] eta: 0:02:18 lr: 0.001945 loss: 0.1830 (0.1928) loss_rec_all: 0.2090 (0.2187) loss_rec_sfr: 0.2693 (0.2821) loss_cl: -0.2783 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [04:18:14.406843] Epoch: [257] [2740/2904] eta: 0:02:03 lr: 0.001945 loss: 0.1814 (0.1927) loss_rec_all: 0.2075 (0.2186) loss_rec_sfr: 0.2602 (0.2819) loss_cl: -0.2780 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [04:18:29.327781] Epoch: [257] [2760/2904] eta: 0:01:48 lr: 0.001945 loss: 0.1815 (0.1927) loss_rec_all: 0.2076 (0.2186) loss_rec_sfr: 0.2658 (0.2820) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [04:18:44.247698] Epoch: [257] [2780/2904] eta: 0:01:33 lr: 0.001945 loss: 0.1869 (0.1927) loss_rec_all: 0.2128 (0.2186) loss_rec_sfr: 0.2633 (0.2819) loss_cl: -0.2793 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [04:18:59.171178] Epoch: [257] [2800/2904] eta: 0:01:18 lr: 0.001945 loss: 0.1817 (0.1927) loss_rec_all: 0.2080 (0.2186) loss_rec_sfr: 0.2604 (0.2819) loss_cl: -0.2794 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [04:19:14.092398] Epoch: [257] [2820/2904] eta: 0:01:03 lr: 0.001945 loss: 0.1801 (0.1927) loss_rec_all: 0.2066 (0.2186) loss_rec_sfr: 0.2284 (0.2816) loss_cl: -0.2797 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [04:19:29.049340] Epoch: [257] [2840/2904] eta: 0:00:48 lr: 0.001945 loss: 0.1829 (0.1926) loss_rec_all: 0.2089 (0.2185) loss_rec_sfr: 0.2664 (0.2816) loss_cl: -0.2793 (-0.2788) time: 0.7478 data: 0.0023 max mem: 29860 [04:19:43.946891] Epoch: [257] [2860/2904] eta: 0:00:33 lr: 0.001945 loss: 0.1842 (0.1926) loss_rec_all: 0.2103 (0.2185) loss_rec_sfr: 0.2697 (0.2816) loss_cl: -0.2788 (-0.2788) time: 0.7448 data: 0.0001 max mem: 29860 [04:19:58.842326] Epoch: [257] [2880/2904] eta: 0:00:18 lr: 0.001945 loss: 0.1835 (0.1926) loss_rec_all: 0.2095 (0.2186) loss_rec_sfr: 0.2636 (0.2816) loss_cl: -0.2782 (-0.2788) time: 0.7447 data: 0.0001 max mem: 29860 [04:20:13.732771] Epoch: [257] [2900/2904] eta: 0:00:03 lr: 0.001945 loss: 0.1834 (0.1926) loss_rec_all: 0.2097 (0.2185) loss_rec_sfr: 0.2530 (0.2815) loss_cl: -0.2792 (-0.2788) time: 0.7445 data: 0.0001 max mem: 29860 [04:20:15.972236] Epoch: [257] [2903/2904] eta: 0:00:00 lr: 0.001945 loss: 0.1834 (0.1926) loss_rec_all: 0.2097 (0.2185) loss_rec_sfr: 0.2530 (0.2815) loss_cl: -0.2792 (-0.2788) time: 0.7444 data: 0.0001 max mem: 29860 [04:20:17.993002] Epoch: [257] Total time: 0:36:24 (0.7521 s / it) [04:20:18.123618] Averaged stats: lr: 0.001945 loss: 0.1834 (0.1950) loss_rec_all: 0.2097 (0.2186) loss_rec_sfr: 0.2530 (0.2819) loss_cl: -0.2792 (-0.2556) [04:20:18.128309] log_dir: ./checkpoint/VF2_ViT-B [04:20:35.709502] Epoch: [258] [ 0/2904] eta: 14:10:53 lr: 0.001945 loss: 0.1875 (0.1875) loss_rec_all: 0.2136 (0.2136) loss_rec_sfr: 0.2559 (0.2559) loss_cl: -0.2794 (-0.2794) time: 17.5805 data: 13.7456 max mem: 29860 [04:20:51.445431] Epoch: [258] [ 20/2904] eta: 1:16:15 lr: 0.001945 loss: 0.1850 (0.1925) loss_rec_all: 0.2110 (0.2184) loss_rec_sfr: 0.2614 (0.2786) loss_cl: -0.2785 (-0.2785) time: 0.7868 data: 0.0131 max mem: 29860 [04:21:06.313105] Epoch: [258] [ 40/2904] eta: 0:56:05 lr: 0.001945 loss: 0.1810 (0.1914) loss_rec_all: 0.2075 (0.2174) loss_rec_sfr: 0.2198 (0.2721) loss_cl: -0.2788 (-0.2787) time: 0.7433 data: 0.0002 max mem: 29860 [04:21:21.185283] Epoch: [258] [ 60/2904] eta: 0:48:59 lr: 0.001945 loss: 0.1836 (0.1915) loss_rec_all: 0.2095 (0.2174) loss_rec_sfr: 0.2634 (0.2747) loss_cl: -0.2789 (-0.2787) time: 0.7436 data: 0.0002 max mem: 29860 [04:21:36.066677] Epoch: [258] [ 80/2904] eta: 0:45:17 lr: 0.001945 loss: 0.1857 (0.1933) loss_rec_all: 0.2117 (0.2192) loss_rec_sfr: 0.2710 (0.2806) loss_cl: -0.2787 (-0.2787) time: 0.7440 data: 0.0002 max mem: 29860 [04:21:50.961888] Epoch: [258] [ 100/2904] eta: 0:42:57 lr: 0.001945 loss: 0.1855 (0.1949) loss_rec_all: 0.2119 (0.2208) loss_rec_sfr: 0.2543 (0.2849) loss_cl: -0.2786 (-0.2786) time: 0.7447 data: 0.0002 max mem: 29860 [04:22:05.869754] Epoch: [258] [ 120/2904] eta: 0:41:18 lr: 0.001945 loss: 0.1815 (0.1951) loss_rec_all: 0.2078 (0.2210) loss_rec_sfr: 0.2698 (0.2867) loss_cl: -0.2789 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [04:22:20.796960] Epoch: [258] [ 140/2904] eta: 0:40:04 lr: 0.001945 loss: 0.1817 (0.1961) loss_rec_all: 0.2084 (0.2219) loss_rec_sfr: 0.2662 (0.2908) loss_cl: -0.2788 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [04:22:35.709841] Epoch: [258] [ 160/2904] eta: 0:39:04 lr: 0.001945 loss: 0.1841 (0.1954) loss_rec_all: 0.2102 (0.2212) loss_rec_sfr: 0.2658 (0.2895) loss_cl: -0.2791 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [04:22:50.622611] Epoch: [258] [ 180/2904] eta: 0:38:14 lr: 0.001945 loss: 0.1835 (0.1948) loss_rec_all: 0.2096 (0.2207) loss_rec_sfr: 0.2749 (0.2889) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [04:23:05.540643] Epoch: [258] [ 200/2904] eta: 0:37:32 lr: 0.001945 loss: 0.1925 (0.1962) loss_rec_all: 0.2185 (0.2221) loss_rec_sfr: 0.2753 (0.2935) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [04:23:20.448840] Epoch: [258] [ 220/2904] eta: 0:36:54 lr: 0.001945 loss: 0.1811 (0.1961) loss_rec_all: 0.2072 (0.2219) loss_rec_sfr: 0.2755 (0.2944) loss_cl: -0.2781 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [04:23:35.359826] Epoch: [258] [ 240/2904] eta: 0:36:20 lr: 0.001945 loss: 0.1845 (0.1969) loss_rec_all: 0.2108 (0.2227) loss_rec_sfr: 0.2759 (0.2970) loss_cl: -0.2792 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [04:23:50.299829] Epoch: [258] [ 260/2904] eta: 0:35:49 lr: 0.001945 loss: 0.1847 (0.1964) loss_rec_all: 0.2105 (0.2222) loss_rec_sfr: 0.2636 (0.2954) loss_cl: -0.2794 (-0.2788) time: 0.7470 data: 0.0002 max mem: 29860 [04:24:05.216416] Epoch: [258] [ 280/2904] eta: 0:35:20 lr: 0.001944 loss: 0.1777 (0.1956) loss_rec_all: 0.2042 (0.2214) loss_rec_sfr: 0.2239 (0.2924) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [04:24:20.135479] Epoch: [258] [ 300/2904] eta: 0:34:53 lr: 0.001944 loss: 0.1835 (0.1957) loss_rec_all: 0.2093 (0.2215) loss_rec_sfr: 0.2629 (0.2928) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [04:24:35.050672] Epoch: [258] [ 320/2904] eta: 0:34:28 lr: 0.001944 loss: 0.1863 (0.1960) loss_rec_all: 0.2129 (0.2218) loss_rec_sfr: 0.2615 (0.2933) loss_cl: -0.2786 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [04:24:49.962080] Epoch: [258] [ 340/2904] eta: 0:34:03 lr: 0.001944 loss: 0.1814 (0.1955) loss_rec_all: 0.2073 (0.2213) loss_rec_sfr: 0.2690 (0.2922) loss_cl: -0.2787 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [04:25:04.873551] Epoch: [258] [ 360/2904] eta: 0:33:40 lr: 0.001944 loss: 0.1822 (0.1953) loss_rec_all: 0.2086 (0.2212) loss_rec_sfr: 0.2652 (0.2918) loss_cl: -0.2795 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [04:25:19.787968] Epoch: [258] [ 380/2904] eta: 0:33:18 lr: 0.001944 loss: 0.1809 (0.1951) loss_rec_all: 0.2071 (0.2209) loss_rec_sfr: 0.2627 (0.2908) loss_cl: -0.2799 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [04:25:34.706027] Epoch: [258] [ 400/2904] eta: 0:32:56 lr: 0.001944 loss: 0.1874 (0.1952) loss_rec_all: 0.2134 (0.2211) loss_rec_sfr: 0.2663 (0.2910) loss_cl: -0.2794 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [04:25:49.615744] Epoch: [258] [ 420/2904] eta: 0:32:35 lr: 0.001944 loss: 0.1828 (0.1949) loss_rec_all: 0.2088 (0.2208) loss_rec_sfr: 0.2637 (0.2900) loss_cl: -0.2775 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [04:26:04.528782] Epoch: [258] [ 440/2904] eta: 0:32:15 lr: 0.001944 loss: 0.1833 (0.1949) loss_rec_all: 0.2090 (0.2208) loss_rec_sfr: 0.2561 (0.2899) loss_cl: -0.2783 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [04:26:19.440781] Epoch: [258] [ 460/2904] eta: 0:31:55 lr: 0.001944 loss: 0.1853 (0.1948) loss_rec_all: 0.2117 (0.2206) loss_rec_sfr: 0.2610 (0.2892) loss_cl: -0.2798 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [04:26:34.362326] Epoch: [258] [ 480/2904] eta: 0:31:35 lr: 0.001944 loss: 0.1842 (0.1948) loss_rec_all: 0.2103 (0.2206) loss_rec_sfr: 0.2637 (0.2893) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [04:26:49.278984] Epoch: [258] [ 500/2904] eta: 0:31:16 lr: 0.001944 loss: 0.1808 (0.1945) loss_rec_all: 0.2066 (0.2204) loss_rec_sfr: 0.2664 (0.2883) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [04:27:04.194795] Epoch: [258] [ 520/2904] eta: 0:30:57 lr: 0.001944 loss: 0.1810 (0.1943) loss_rec_all: 0.2069 (0.2202) loss_rec_sfr: 0.2560 (0.2878) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [04:27:19.109961] Epoch: [258] [ 540/2904] eta: 0:30:39 lr: 0.001944 loss: 0.1790 (0.1939) loss_rec_all: 0.2053 (0.2197) loss_rec_sfr: 0.2449 (0.2864) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [04:27:34.027676] Epoch: [258] [ 560/2904] eta: 0:30:21 lr: 0.001944 loss: 0.1828 (0.1936) loss_rec_all: 0.2086 (0.2195) loss_rec_sfr: 0.2635 (0.2856) loss_cl: -0.2782 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [04:27:48.941378] Epoch: [258] [ 580/2904] eta: 0:30:03 lr: 0.001944 loss: 0.1865 (0.1938) loss_rec_all: 0.2126 (0.2197) loss_rec_sfr: 0.2579 (0.2860) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [04:28:03.856939] Epoch: [258] [ 600/2904] eta: 0:29:45 lr: 0.001944 loss: 0.1811 (0.1936) loss_rec_all: 0.2073 (0.2194) loss_rec_sfr: 0.2670 (0.2857) loss_cl: -0.2794 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [04:28:18.768707] Epoch: [258] [ 620/2904] eta: 0:29:27 lr: 0.001944 loss: 0.1810 (0.1935) loss_rec_all: 0.2069 (0.2194) loss_rec_sfr: 0.2296 (0.2853) loss_cl: -0.2797 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [04:28:33.680005] Epoch: [258] [ 640/2904] eta: 0:29:10 lr: 0.001944 loss: 0.1874 (0.1937) loss_rec_all: 0.2134 (0.2195) loss_rec_sfr: 0.2630 (0.2857) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [04:28:48.589766] Epoch: [258] [ 660/2904] eta: 0:28:52 lr: 0.001944 loss: 0.1811 (0.1934) loss_rec_all: 0.2075 (0.2193) loss_rec_sfr: 0.2567 (0.2848) loss_cl: -0.2787 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [04:29:03.500871] Epoch: [258] [ 680/2904] eta: 0:28:35 lr: 0.001944 loss: 0.1826 (0.1934) loss_rec_all: 0.2091 (0.2193) loss_rec_sfr: 0.2626 (0.2844) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [04:29:18.419462] Epoch: [258] [ 700/2904] eta: 0:28:18 lr: 0.001944 loss: 0.1842 (0.1934) loss_rec_all: 0.2102 (0.2193) loss_rec_sfr: 0.2681 (0.2846) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [04:29:33.335653] Epoch: [258] [ 720/2904] eta: 0:28:01 lr: 0.001944 loss: 0.1950 (0.1936) loss_rec_all: 0.2208 (0.2195) loss_rec_sfr: 0.2677 (0.2853) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [04:29:48.250878] Epoch: [258] [ 740/2904] eta: 0:27:44 lr: 0.001944 loss: 0.1850 (0.1936) loss_rec_all: 0.2110 (0.2195) loss_rec_sfr: 0.2538 (0.2850) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [04:30:03.169049] Epoch: [258] [ 760/2904] eta: 0:27:28 lr: 0.001944 loss: 0.1843 (0.1937) loss_rec_all: 0.2110 (0.2196) loss_rec_sfr: 0.2565 (0.2852) loss_cl: -0.2794 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [04:30:18.078591] Epoch: [258] [ 780/2904] eta: 0:27:11 lr: 0.001944 loss: 0.1850 (0.1938) loss_rec_all: 0.2110 (0.2196) loss_rec_sfr: 0.2673 (0.2855) loss_cl: -0.2786 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [04:30:32.990262] Epoch: [258] [ 800/2904] eta: 0:26:54 lr: 0.001944 loss: 0.1781 (0.1935) loss_rec_all: 0.2045 (0.2194) loss_rec_sfr: 0.2231 (0.2844) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [04:30:47.897693] Epoch: [258] [ 820/2904] eta: 0:26:38 lr: 0.001944 loss: 0.1849 (0.1936) loss_rec_all: 0.2108 (0.2195) loss_rec_sfr: 0.2699 (0.2849) loss_cl: -0.2781 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [04:31:02.812420] Epoch: [258] [ 840/2904] eta: 0:26:22 lr: 0.001944 loss: 0.1877 (0.1936) loss_rec_all: 0.2139 (0.2195) loss_rec_sfr: 0.2681 (0.2848) loss_cl: -0.2783 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [04:31:17.728709] Epoch: [258] [ 860/2904] eta: 0:26:05 lr: 0.001944 loss: 0.1789 (0.1934) loss_rec_all: 0.2054 (0.2193) loss_rec_sfr: 0.2620 (0.2843) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [04:31:32.637709] Epoch: [258] [ 880/2904] eta: 0:25:49 lr: 0.001944 loss: 0.1861 (0.1935) loss_rec_all: 0.2122 (0.2194) loss_rec_sfr: 0.2577 (0.2844) loss_cl: -0.2794 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [04:31:47.553319] Epoch: [258] [ 900/2904] eta: 0:25:33 lr: 0.001944 loss: 0.1831 (0.1935) loss_rec_all: 0.2089 (0.2194) loss_rec_sfr: 0.2635 (0.2845) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [04:32:02.465328] Epoch: [258] [ 920/2904] eta: 0:25:17 lr: 0.001944 loss: 0.1796 (0.1934) loss_rec_all: 0.2056 (0.2193) loss_rec_sfr: 0.2231 (0.2839) loss_cl: -0.2794 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [04:32:17.523784] Epoch: [258] [ 940/2904] eta: 0:25:01 lr: 0.001944 loss: 0.1851 (0.1933) loss_rec_all: 0.2111 (0.2192) loss_rec_sfr: 0.2682 (0.2835) loss_cl: -0.2794 (-0.2788) time: 0.7529 data: 0.0002 max mem: 29860 [04:32:32.438628] Epoch: [258] [ 960/2904] eta: 0:24:45 lr: 0.001944 loss: 0.1923 (0.1936) loss_rec_all: 0.2183 (0.2195) loss_rec_sfr: 0.2800 (0.2848) loss_cl: -0.2783 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [04:32:47.352159] Epoch: [258] [ 980/2904] eta: 0:24:29 lr: 0.001944 loss: 0.1849 (0.1937) loss_rec_all: 0.2107 (0.2196) loss_rec_sfr: 0.2647 (0.2852) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [04:33:02.262527] Epoch: [258] [1000/2904] eta: 0:24:13 lr: 0.001944 loss: 0.1802 (0.1936) loss_rec_all: 0.2065 (0.2195) loss_rec_sfr: 0.2325 (0.2847) loss_cl: -0.2783 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [04:33:17.179071] Epoch: [258] [1020/2904] eta: 0:23:57 lr: 0.001943 loss: 0.1847 (0.1936) loss_rec_all: 0.2110 (0.2195) loss_rec_sfr: 0.2692 (0.2850) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [04:33:32.093072] Epoch: [258] [1040/2904] eta: 0:23:41 lr: 0.001943 loss: 0.1809 (0.1936) loss_rec_all: 0.2071 (0.2195) loss_rec_sfr: 0.2553 (0.2848) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [04:33:47.004183] Epoch: [258] [1060/2904] eta: 0:23:25 lr: 0.001943 loss: 0.1843 (0.1937) loss_rec_all: 0.2102 (0.2195) loss_rec_sfr: 0.2571 (0.2849) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [04:34:01.918966] Epoch: [258] [1080/2904] eta: 0:23:09 lr: 0.001943 loss: 0.1861 (0.1938) loss_rec_all: 0.2124 (0.2197) loss_rec_sfr: 0.2714 (0.2854) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [04:34:16.830358] Epoch: [258] [1100/2904] eta: 0:22:54 lr: 0.001943 loss: 0.1795 (0.1938) loss_rec_all: 0.2057 (0.2197) loss_rec_sfr: 0.2634 (0.2853) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [04:34:31.746987] Epoch: [258] [1120/2904] eta: 0:22:38 lr: 0.001943 loss: 0.1895 (0.1939) loss_rec_all: 0.2157 (0.2198) loss_rec_sfr: 0.2651 (0.2855) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [04:34:46.663512] Epoch: [258] [1140/2904] eta: 0:22:22 lr: 0.001943 loss: 0.1790 (0.1937) loss_rec_all: 0.2055 (0.2196) loss_rec_sfr: 0.2192 (0.2845) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [04:35:01.582203] Epoch: [258] [1160/2904] eta: 0:22:07 lr: 0.001943 loss: 0.1832 (0.1937) loss_rec_all: 0.2090 (0.2195) loss_rec_sfr: 0.2723 (0.2845) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [04:35:16.504567] Epoch: [258] [1180/2904] eta: 0:21:51 lr: 0.001943 loss: 0.1866 (0.1937) loss_rec_all: 0.2126 (0.2196) loss_rec_sfr: 0.2639 (0.2848) loss_cl: -0.2794 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [04:35:31.423645] Epoch: [258] [1200/2904] eta: 0:21:35 lr: 0.001943 loss: 0.1826 (0.1936) loss_rec_all: 0.2086 (0.2195) loss_rec_sfr: 0.2676 (0.2844) loss_cl: -0.2794 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [04:35:46.339848] Epoch: [258] [1220/2904] eta: 0:21:20 lr: 0.001943 loss: 0.1818 (0.1936) loss_rec_all: 0.2081 (0.2195) loss_rec_sfr: 0.2590 (0.2843) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [04:36:01.251513] Epoch: [258] [1240/2904] eta: 0:21:04 lr: 0.001943 loss: 0.1796 (0.1935) loss_rec_all: 0.2056 (0.2194) loss_rec_sfr: 0.2595 (0.2838) loss_cl: -0.2784 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [04:36:16.165959] Epoch: [258] [1260/2904] eta: 0:20:48 lr: 0.001943 loss: 0.1886 (0.1936) loss_rec_all: 0.2144 (0.2195) loss_rec_sfr: 0.2675 (0.2843) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [04:36:31.081482] Epoch: [258] [1280/2904] eta: 0:20:33 lr: 0.001943 loss: 0.1811 (0.1936) loss_rec_all: 0.2070 (0.2195) loss_rec_sfr: 0.2659 (0.2842) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [04:36:46.000875] Epoch: [258] [1300/2904] eta: 0:20:17 lr: 0.001943 loss: 0.1871 (0.1937) loss_rec_all: 0.2131 (0.2196) loss_rec_sfr: 0.2604 (0.2845) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [04:37:00.916182] Epoch: [258] [1320/2904] eta: 0:20:02 lr: 0.001943 loss: 0.1836 (0.1937) loss_rec_all: 0.2094 (0.2196) loss_rec_sfr: 0.2649 (0.2845) loss_cl: -0.2793 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [04:37:15.827253] Epoch: [258] [1340/2904] eta: 0:19:46 lr: 0.001943 loss: 0.1819 (0.1936) loss_rec_all: 0.2078 (0.2195) loss_rec_sfr: 0.2627 (0.2842) loss_cl: -0.2792 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [04:37:30.746630] Epoch: [258] [1360/2904] eta: 0:19:31 lr: 0.001943 loss: 0.1840 (0.1936) loss_rec_all: 0.2102 (0.2195) loss_rec_sfr: 0.2661 (0.2841) loss_cl: -0.2782 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [04:37:45.673876] Epoch: [258] [1380/2904] eta: 0:19:15 lr: 0.001943 loss: 0.1814 (0.1935) loss_rec_all: 0.2072 (0.2194) loss_rec_sfr: 0.2638 (0.2836) loss_cl: -0.2784 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [04:38:00.598588] Epoch: [258] [1400/2904] eta: 0:19:00 lr: 0.001943 loss: 0.1848 (0.1936) loss_rec_all: 0.2110 (0.2195) loss_rec_sfr: 0.2579 (0.2840) loss_cl: -0.2790 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [04:38:15.518273] Epoch: [258] [1420/2904] eta: 0:18:45 lr: 0.001943 loss: 0.1832 (0.1937) loss_rec_all: 0.2093 (0.2196) loss_rec_sfr: 0.2748 (0.2844) loss_cl: -0.2797 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [04:38:30.436582] Epoch: [258] [1440/2904] eta: 0:18:29 lr: 0.001943 loss: 0.1898 (0.1938) loss_rec_all: 0.2157 (0.2197) loss_rec_sfr: 0.2681 (0.2848) loss_cl: -0.2783 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [04:38:45.355862] Epoch: [258] [1460/2904] eta: 0:18:14 lr: 0.001943 loss: 0.1807 (0.1938) loss_rec_all: 0.2071 (0.2197) loss_rec_sfr: 0.2557 (0.2848) loss_cl: -0.2783 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [04:39:00.278328] Epoch: [258] [1480/2904] eta: 0:17:58 lr: 0.001943 loss: 0.1820 (0.1937) loss_rec_all: 0.2080 (0.2196) loss_rec_sfr: 0.2695 (0.2845) loss_cl: -0.2788 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [04:39:15.198067] Epoch: [258] [1500/2904] eta: 0:17:43 lr: 0.001943 loss: 0.1782 (0.1937) loss_rec_all: 0.2046 (0.2196) loss_rec_sfr: 0.2508 (0.2846) loss_cl: -0.2799 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [04:39:30.112392] Epoch: [258] [1520/2904] eta: 0:17:28 lr: 0.001943 loss: 0.1825 (0.1936) loss_rec_all: 0.2090 (0.2195) loss_rec_sfr: 0.2642 (0.2843) loss_cl: -0.2797 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [04:39:45.026507] Epoch: [258] [1540/2904] eta: 0:17:12 lr: 0.001943 loss: 0.1870 (0.1938) loss_rec_all: 0.2129 (0.2196) loss_rec_sfr: 0.2779 (0.2848) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [04:39:59.941108] Epoch: [258] [1560/2904] eta: 0:16:57 lr: 0.001943 loss: 0.1826 (0.1938) loss_rec_all: 0.2086 (0.2197) loss_rec_sfr: 0.2644 (0.2850) loss_cl: -0.2783 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [04:40:14.861773] Epoch: [258] [1580/2904] eta: 0:16:42 lr: 0.001943 loss: 0.1865 (0.1938) loss_rec_all: 0.2125 (0.2197) loss_rec_sfr: 0.2582 (0.2851) loss_cl: -0.2793 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [04:40:29.786167] Epoch: [258] [1600/2904] eta: 0:16:26 lr: 0.001943 loss: 0.1855 (0.1939) loss_rec_all: 0.2118 (0.2198) loss_rec_sfr: 0.2722 (0.2853) loss_cl: -0.2792 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [04:40:44.707788] Epoch: [258] [1620/2904] eta: 0:16:11 lr: 0.001943 loss: 0.1835 (0.1939) loss_rec_all: 0.2094 (0.2198) loss_rec_sfr: 0.2810 (0.2855) loss_cl: -0.2784 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [04:40:59.625608] Epoch: [258] [1640/2904] eta: 0:15:56 lr: 0.001943 loss: 0.1823 (0.1939) loss_rec_all: 0.2081 (0.2197) loss_rec_sfr: 0.2313 (0.2852) loss_cl: -0.2781 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [04:41:14.548143] Epoch: [258] [1660/2904] eta: 0:15:40 lr: 0.001943 loss: 0.1871 (0.1939) loss_rec_all: 0.2126 (0.2198) loss_rec_sfr: 0.2635 (0.2851) loss_cl: -0.2775 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [04:41:29.467100] Epoch: [258] [1680/2904] eta: 0:15:25 lr: 0.001943 loss: 0.1898 (0.1940) loss_rec_all: 0.2158 (0.2199) loss_rec_sfr: 0.2748 (0.2856) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [04:41:44.384193] Epoch: [258] [1700/2904] eta: 0:15:10 lr: 0.001943 loss: 0.1891 (0.1940) loss_rec_all: 0.2152 (0.2199) loss_rec_sfr: 0.2652 (0.2856) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [04:41:59.299386] Epoch: [258] [1720/2904] eta: 0:14:55 lr: 0.001943 loss: 0.1798 (0.1939) loss_rec_all: 0.2059 (0.2198) loss_rec_sfr: 0.2589 (0.2853) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [04:42:14.216275] Epoch: [258] [1740/2904] eta: 0:14:39 lr: 0.001943 loss: 0.1849 (0.1940) loss_rec_all: 0.2108 (0.2198) loss_rec_sfr: 0.2673 (0.2852) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [04:42:29.137848] Epoch: [258] [1760/2904] eta: 0:14:24 lr: 0.001942 loss: 0.1860 (0.1940) loss_rec_all: 0.2126 (0.2199) loss_rec_sfr: 0.2707 (0.2854) loss_cl: -0.2795 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [04:42:44.058032] Epoch: [258] [1780/2904] eta: 0:14:09 lr: 0.001942 loss: 0.1837 (0.1940) loss_rec_all: 0.2096 (0.2199) loss_rec_sfr: 0.2602 (0.2853) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [04:42:58.973925] Epoch: [258] [1800/2904] eta: 0:13:54 lr: 0.001942 loss: 0.1814 (0.1939) loss_rec_all: 0.2073 (0.2198) loss_rec_sfr: 0.2677 (0.2851) loss_cl: -0.2780 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [04:43:13.892688] Epoch: [258] [1820/2904] eta: 0:13:38 lr: 0.001942 loss: 0.1839 (0.1939) loss_rec_all: 0.2101 (0.2198) loss_rec_sfr: 0.2731 (0.2851) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [04:43:28.813767] Epoch: [258] [1840/2904] eta: 0:13:23 lr: 0.001942 loss: 0.1804 (0.1939) loss_rec_all: 0.2068 (0.2198) loss_rec_sfr: 0.2570 (0.2850) loss_cl: -0.2801 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [04:43:43.730411] Epoch: [258] [1860/2904] eta: 0:13:08 lr: 0.001942 loss: 0.1914 (0.1940) loss_rec_all: 0.2175 (0.2199) loss_rec_sfr: 0.2717 (0.2854) loss_cl: -0.2796 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [04:43:58.654793] Epoch: [258] [1880/2904] eta: 0:12:53 lr: 0.001942 loss: 0.1861 (0.1940) loss_rec_all: 0.2124 (0.2199) loss_rec_sfr: 0.2638 (0.2853) loss_cl: -0.2778 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [04:44:13.575986] Epoch: [258] [1900/2904] eta: 0:12:38 lr: 0.001942 loss: 0.1831 (0.1939) loss_rec_all: 0.2092 (0.2198) loss_rec_sfr: 0.2631 (0.2852) loss_cl: -0.2782 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [04:44:28.496686] Epoch: [258] [1920/2904] eta: 0:12:22 lr: 0.001942 loss: 0.1845 (0.1940) loss_rec_all: 0.2104 (0.2199) loss_rec_sfr: 0.2699 (0.2853) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [04:44:43.417885] Epoch: [258] [1940/2904] eta: 0:12:07 lr: 0.001942 loss: 0.1819 (0.1939) loss_rec_all: 0.2080 (0.2198) loss_rec_sfr: 0.2586 (0.2850) loss_cl: -0.2791 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [04:44:58.340516] Epoch: [258] [1960/2904] eta: 0:11:52 lr: 0.001942 loss: 0.1803 (0.1939) loss_rec_all: 0.2066 (0.2198) loss_rec_sfr: 0.2662 (0.2849) loss_cl: -0.2794 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [04:45:13.259539] Epoch: [258] [1980/2904] eta: 0:11:37 lr: 0.001942 loss: 0.1834 (0.1938) loss_rec_all: 0.2093 (0.2197) loss_rec_sfr: 0.2616 (0.2848) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [04:45:28.180819] Epoch: [258] [2000/2904] eta: 0:11:22 lr: 0.001942 loss: 0.1799 (0.1938) loss_rec_all: 0.2065 (0.2197) loss_rec_sfr: 0.2578 (0.2848) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [04:45:43.091832] Epoch: [258] [2020/2904] eta: 0:11:06 lr: 0.001942 loss: 0.1832 (0.1938) loss_rec_all: 0.2089 (0.2197) loss_rec_sfr: 0.2694 (0.2847) loss_cl: -0.2782 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [04:45:58.007845] Epoch: [258] [2040/2904] eta: 0:10:51 lr: 0.001942 loss: 0.1799 (0.1938) loss_rec_all: 0.2059 (0.2197) loss_rec_sfr: 0.2683 (0.2849) loss_cl: -0.2781 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [04:46:12.925124] Epoch: [258] [2060/2904] eta: 0:10:36 lr: 0.001942 loss: 0.1820 (0.1938) loss_rec_all: 0.2085 (0.2197) loss_rec_sfr: 0.2556 (0.2847) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [04:46:27.849507] Epoch: [258] [2080/2904] eta: 0:10:21 lr: 0.001942 loss: 0.1862 (0.1938) loss_rec_all: 0.2124 (0.2197) loss_rec_sfr: 0.2718 (0.2849) loss_cl: -0.2792 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [04:46:42.767820] Epoch: [258] [2100/2904] eta: 0:10:06 lr: 0.001942 loss: 0.1860 (0.1938) loss_rec_all: 0.2126 (0.2197) loss_rec_sfr: 0.2617 (0.2848) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [04:46:57.689068] Epoch: [258] [2120/2904] eta: 0:09:51 lr: 0.001942 loss: 0.1804 (0.1938) loss_rec_all: 0.2066 (0.2196) loss_rec_sfr: 0.2700 (0.2847) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [04:47:12.606294] Epoch: [258] [2140/2904] eta: 0:09:36 lr: 0.001942 loss: 0.1809 (0.1937) loss_rec_all: 0.2071 (0.2196) loss_rec_sfr: 0.2683 (0.2846) loss_cl: -0.2795 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [04:47:27.526508] Epoch: [258] [2160/2904] eta: 0:09:20 lr: 0.001942 loss: 0.1846 (0.1938) loss_rec_all: 0.2110 (0.2197) loss_rec_sfr: 0.2656 (0.2849) loss_cl: -0.2797 (-0.2788) time: 0.7459 data: 0.0005 max mem: 29860 [04:47:42.449022] Epoch: [258] [2180/2904] eta: 0:09:05 lr: 0.001942 loss: 0.1828 (0.1937) loss_rec_all: 0.2089 (0.2196) loss_rec_sfr: 0.2767 (0.2846) loss_cl: -0.2791 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [04:47:57.368599] Epoch: [258] [2200/2904] eta: 0:08:50 lr: 0.001942 loss: 0.1811 (0.1936) loss_rec_all: 0.2071 (0.2195) loss_rec_sfr: 0.2626 (0.2844) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [04:48:12.289501] Epoch: [258] [2220/2904] eta: 0:08:35 lr: 0.001942 loss: 0.1835 (0.1936) loss_rec_all: 0.2100 (0.2195) loss_rec_sfr: 0.2586 (0.2841) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [04:48:27.207628] Epoch: [258] [2240/2904] eta: 0:08:20 lr: 0.001942 loss: 0.1891 (0.1936) loss_rec_all: 0.2151 (0.2195) loss_rec_sfr: 0.2697 (0.2842) loss_cl: -0.2795 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [04:48:42.128453] Epoch: [258] [2260/2904] eta: 0:08:05 lr: 0.001942 loss: 0.1814 (0.1936) loss_rec_all: 0.2075 (0.2195) loss_rec_sfr: 0.2674 (0.2841) loss_cl: -0.2791 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [04:48:57.049802] Epoch: [258] [2280/2904] eta: 0:07:50 lr: 0.001942 loss: 0.1779 (0.1935) loss_rec_all: 0.2040 (0.2194) loss_rec_sfr: 0.2269 (0.2839) loss_cl: -0.2792 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [04:49:11.968083] Epoch: [258] [2300/2904] eta: 0:07:35 lr: 0.001942 loss: 0.1860 (0.1934) loss_rec_all: 0.2125 (0.2193) loss_rec_sfr: 0.2614 (0.2837) loss_cl: -0.2779 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [04:49:26.880698] Epoch: [258] [2320/2904] eta: 0:07:19 lr: 0.001942 loss: 0.1837 (0.1934) loss_rec_all: 0.2099 (0.2193) loss_rec_sfr: 0.2588 (0.2836) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [04:49:41.797641] Epoch: [258] [2340/2904] eta: 0:07:04 lr: 0.001942 loss: 0.1890 (0.1935) loss_rec_all: 0.2149 (0.2194) loss_rec_sfr: 0.2853 (0.2840) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [04:49:56.716800] Epoch: [258] [2360/2904] eta: 0:06:49 lr: 0.001942 loss: 0.1830 (0.1935) loss_rec_all: 0.2089 (0.2194) loss_rec_sfr: 0.2568 (0.2837) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [04:50:11.631772] Epoch: [258] [2380/2904] eta: 0:06:34 lr: 0.001942 loss: 0.1806 (0.1934) loss_rec_all: 0.2066 (0.2193) loss_rec_sfr: 0.2510 (0.2837) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [04:50:26.553134] Epoch: [258] [2400/2904] eta: 0:06:19 lr: 0.001942 loss: 0.1850 (0.1935) loss_rec_all: 0.2110 (0.2194) loss_rec_sfr: 0.2691 (0.2840) loss_cl: -0.2781 (-0.2788) time: 0.7460 data: 0.0004 max mem: 29860 [04:50:41.471603] Epoch: [258] [2420/2904] eta: 0:06:04 lr: 0.001942 loss: 0.1866 (0.1935) loss_rec_all: 0.2123 (0.2194) loss_rec_sfr: 0.2638 (0.2840) loss_cl: -0.2784 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [04:50:56.387317] Epoch: [258] [2440/2904] eta: 0:05:49 lr: 0.001942 loss: 0.1824 (0.1935) loss_rec_all: 0.2088 (0.2194) loss_rec_sfr: 0.2644 (0.2838) loss_cl: -0.2796 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [04:51:11.303292] Epoch: [258] [2460/2904] eta: 0:05:34 lr: 0.001942 loss: 0.1820 (0.1935) loss_rec_all: 0.2081 (0.2194) loss_rec_sfr: 0.2736 (0.2840) loss_cl: -0.2798 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [04:51:26.217446] Epoch: [258] [2480/2904] eta: 0:05:19 lr: 0.001942 loss: 0.1916 (0.1936) loss_rec_all: 0.2177 (0.2195) loss_rec_sfr: 0.2663 (0.2843) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [04:51:41.130795] Epoch: [258] [2500/2904] eta: 0:05:04 lr: 0.001942 loss: 0.1808 (0.1936) loss_rec_all: 0.2069 (0.2195) loss_rec_sfr: 0.2712 (0.2842) loss_cl: -0.2783 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [04:51:56.052463] Epoch: [258] [2520/2904] eta: 0:04:49 lr: 0.001941 loss: 0.1885 (0.1937) loss_rec_all: 0.2144 (0.2196) loss_rec_sfr: 0.2723 (0.2845) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [04:52:10.979442] Epoch: [258] [2540/2904] eta: 0:04:34 lr: 0.001941 loss: 0.1876 (0.1937) loss_rec_all: 0.2140 (0.2196) loss_rec_sfr: 0.2705 (0.2846) loss_cl: -0.2798 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [04:52:25.910433] Epoch: [258] [2560/2904] eta: 0:04:18 lr: 0.001941 loss: 0.1839 (0.1937) loss_rec_all: 0.2098 (0.2196) loss_rec_sfr: 0.2551 (0.2846) loss_cl: -0.2793 (-0.2788) time: 0.7465 data: 0.0003 max mem: 29860 [04:52:40.840083] Epoch: [258] [2580/2904] eta: 0:04:03 lr: 0.001941 loss: 0.1838 (0.1936) loss_rec_all: 0.2099 (0.2195) loss_rec_sfr: 0.2661 (0.2844) loss_cl: -0.2790 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [04:52:55.780024] Epoch: [258] [2600/2904] eta: 0:03:48 lr: 0.001941 loss: 0.1839 (0.1937) loss_rec_all: 0.2101 (0.2195) loss_rec_sfr: 0.2718 (0.2844) loss_cl: -0.2781 (-0.2788) time: 0.7469 data: 0.0003 max mem: 29860 [04:53:10.711099] Epoch: [258] [2620/2904] eta: 0:03:33 lr: 0.001941 loss: 0.1876 (0.1937) loss_rec_all: 0.2133 (0.2196) loss_rec_sfr: 0.2716 (0.2845) loss_cl: -0.2782 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [04:53:25.639896] Epoch: [258] [2640/2904] eta: 0:03:18 lr: 0.001941 loss: 0.1833 (0.1937) loss_rec_all: 0.2095 (0.2196) loss_rec_sfr: 0.2706 (0.2845) loss_cl: -0.2781 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [04:53:40.557922] Epoch: [258] [2660/2904] eta: 0:03:03 lr: 0.001941 loss: 0.1801 (0.1937) loss_rec_all: 0.2063 (0.2196) loss_rec_sfr: 0.2627 (0.2845) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [04:53:55.482138] Epoch: [258] [2680/2904] eta: 0:02:48 lr: 0.001941 loss: 0.1821 (0.1937) loss_rec_all: 0.2085 (0.2196) loss_rec_sfr: 0.2716 (0.2846) loss_cl: -0.2794 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [04:54:10.403580] Epoch: [258] [2700/2904] eta: 0:02:33 lr: 0.001941 loss: 0.1853 (0.1937) loss_rec_all: 0.2115 (0.2196) loss_rec_sfr: 0.2627 (0.2846) loss_cl: -0.2792 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [04:54:25.327009] Epoch: [258] [2720/2904] eta: 0:02:18 lr: 0.001941 loss: 0.1806 (0.1937) loss_rec_all: 0.2067 (0.2196) loss_rec_sfr: 0.2595 (0.2846) loss_cl: -0.2788 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [04:54:40.263481] Epoch: [258] [2740/2904] eta: 0:02:03 lr: 0.001941 loss: 0.1857 (0.1937) loss_rec_all: 0.2120 (0.2196) loss_rec_sfr: 0.2632 (0.2846) loss_cl: -0.2788 (-0.2788) time: 0.7468 data: 0.0003 max mem: 29860 [04:54:55.192133] Epoch: [258] [2760/2904] eta: 0:01:48 lr: 0.001941 loss: 0.1834 (0.1936) loss_rec_all: 0.2097 (0.2195) loss_rec_sfr: 0.2507 (0.2844) loss_cl: -0.2789 (-0.2788) time: 0.7464 data: 0.0003 max mem: 29860 [04:55:10.130328] Epoch: [258] [2780/2904] eta: 0:01:33 lr: 0.001941 loss: 0.1872 (0.1937) loss_rec_all: 0.2129 (0.2196) loss_rec_sfr: 0.2892 (0.2848) loss_cl: -0.2782 (-0.2788) time: 0.7469 data: 0.0003 max mem: 29860 [04:55:25.061408] Epoch: [258] [2800/2904] eta: 0:01:18 lr: 0.001941 loss: 0.1807 (0.1937) loss_rec_all: 0.2065 (0.2196) loss_rec_sfr: 0.2625 (0.2848) loss_cl: -0.2783 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [04:55:39.986311] Epoch: [258] [2820/2904] eta: 0:01:03 lr: 0.001941 loss: 0.1766 (0.1937) loss_rec_all: 0.2031 (0.2195) loss_rec_sfr: 0.2592 (0.2846) loss_cl: -0.2787 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [04:55:54.970315] Epoch: [258] [2840/2904] eta: 0:00:48 lr: 0.001941 loss: 0.1826 (0.1936) loss_rec_all: 0.2086 (0.2195) loss_rec_sfr: 0.2657 (0.2845) loss_cl: -0.2799 (-0.2788) time: 0.7492 data: 0.0032 max mem: 29860 [04:56:09.902393] Epoch: [258] [2860/2904] eta: 0:00:33 lr: 0.001941 loss: 0.1835 (0.1937) loss_rec_all: 0.2094 (0.2196) loss_rec_sfr: 0.2799 (0.2848) loss_cl: -0.2793 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [04:56:24.832840] Epoch: [258] [2880/2904] eta: 0:00:18 lr: 0.001941 loss: 0.1812 (0.1936) loss_rec_all: 0.2077 (0.2195) loss_rec_sfr: 0.2633 (0.2847) loss_cl: -0.2786 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [04:56:39.768164] Epoch: [258] [2900/2904] eta: 0:00:03 lr: 0.001941 loss: 0.1834 (0.1936) loss_rec_all: 0.2099 (0.2195) loss_rec_sfr: 0.2690 (0.2847) loss_cl: -0.2789 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [04:56:42.012908] Epoch: [258] [2903/2904] eta: 0:00:00 lr: 0.001941 loss: 0.1834 (0.1936) loss_rec_all: 0.2099 (0.2195) loss_rec_sfr: 0.2666 (0.2846) loss_cl: -0.2789 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [04:56:44.167627] Epoch: [258] Total time: 0:36:26 (0.7528 s / it) [04:56:44.186440] Averaged stats: lr: 0.001941 loss: 0.1834 (0.1958) loss_rec_all: 0.2099 (0.2193) loss_rec_sfr: 0.2666 (0.2844) loss_cl: -0.2789 (-0.2556) [04:56:44.192088] log_dir: ./checkpoint/VF2_ViT-B [04:57:01.759424] Epoch: [259] [ 0/2904] eta: 14:10:12 lr: 0.001941 loss: 0.1853 (0.1853) loss_rec_all: 0.2112 (0.2112) loss_rec_sfr: 0.2859 (0.2859) loss_cl: -0.2789 (-0.2789) time: 17.5661 data: 16.7016 max mem: 29860 [04:57:16.691709] Epoch: [259] [ 20/2904] eta: 1:14:22 lr: 0.001941 loss: 0.1821 (0.1905) loss_rec_all: 0.2082 (0.2165) loss_rec_sfr: 0.2656 (0.2793) loss_cl: -0.2792 (-0.2793) time: 0.7466 data: 0.0002 max mem: 29860 [04:57:31.586726] Epoch: [259] [ 40/2904] eta: 0:55:10 lr: 0.001941 loss: 0.1829 (0.1941) loss_rec_all: 0.2090 (0.2200) loss_rec_sfr: 0.2718 (0.2924) loss_cl: -0.2791 (-0.2793) time: 0.7447 data: 0.0002 max mem: 29860 [04:57:46.500377] Epoch: [259] [ 60/2904] eta: 0:48:24 lr: 0.001941 loss: 0.1833 (0.1904) loss_rec_all: 0.2097 (0.2163) loss_rec_sfr: 0.2647 (0.2797) loss_cl: -0.2789 (-0.2791) time: 0.7456 data: 0.0002 max mem: 29860 [04:58:01.448667] Epoch: [259] [ 80/2904] eta: 0:44:53 lr: 0.001941 loss: 0.1841 (0.1920) loss_rec_all: 0.2101 (0.2179) loss_rec_sfr: 0.2711 (0.2851) loss_cl: -0.2786 (-0.2789) time: 0.7473 data: 0.0002 max mem: 29860 [04:58:16.405367] Epoch: [259] [ 100/2904] eta: 0:42:39 lr: 0.001941 loss: 0.1862 (0.1936) loss_rec_all: 0.2121 (0.2195) loss_rec_sfr: 0.2667 (0.2897) loss_cl: -0.2787 (-0.2789) time: 0.7478 data: 0.0003 max mem: 29860 [04:58:31.336090] Epoch: [259] [ 120/2904] eta: 0:41:05 lr: 0.001941 loss: 0.1885 (0.1949) loss_rec_all: 0.2142 (0.2207) loss_rec_sfr: 0.2817 (0.2929) loss_cl: -0.2795 (-0.2790) time: 0.7465 data: 0.0003 max mem: 29860 [04:58:46.281457] Epoch: [259] [ 140/2904] eta: 0:39:53 lr: 0.001941 loss: 0.1820 (0.1938) loss_rec_all: 0.2082 (0.2197) loss_rec_sfr: 0.2574 (0.2869) loss_cl: -0.2784 (-0.2789) time: 0.7472 data: 0.0003 max mem: 29860 [04:59:01.202041] Epoch: [259] [ 160/2904] eta: 0:38:54 lr: 0.001941 loss: 0.1808 (0.1935) loss_rec_all: 0.2069 (0.2194) loss_rec_sfr: 0.2655 (0.2859) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [04:59:16.119201] Epoch: [259] [ 180/2904] eta: 0:38:06 lr: 0.001941 loss: 0.1815 (0.1931) loss_rec_all: 0.2077 (0.2190) loss_rec_sfr: 0.2287 (0.2840) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [04:59:31.041639] Epoch: [259] [ 200/2904] eta: 0:37:24 lr: 0.001941 loss: 0.1831 (0.1928) loss_rec_all: 0.2096 (0.2188) loss_rec_sfr: 0.2591 (0.2829) loss_cl: -0.2797 (-0.2789) time: 0.7461 data: 0.0003 max mem: 29860 [04:59:45.953835] Epoch: [259] [ 220/2904] eta: 0:36:47 lr: 0.001941 loss: 0.1792 (0.1923) loss_rec_all: 0.2055 (0.2183) loss_rec_sfr: 0.2254 (0.2806) loss_cl: -0.2795 (-0.2790) time: 0.7456 data: 0.0002 max mem: 29860 [05:00:00.863505] Epoch: [259] [ 240/2904] eta: 0:36:13 lr: 0.001941 loss: 0.1849 (0.1930) loss_rec_all: 0.2107 (0.2189) loss_rec_sfr: 0.2780 (0.2836) loss_cl: -0.2780 (-0.2789) time: 0.7454 data: 0.0003 max mem: 29860 [05:00:15.799754] Epoch: [259] [ 260/2904] eta: 0:35:43 lr: 0.001941 loss: 0.1819 (0.1928) loss_rec_all: 0.2083 (0.2187) loss_rec_sfr: 0.2618 (0.2829) loss_cl: -0.2777 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [05:00:30.711416] Epoch: [259] [ 280/2904] eta: 0:35:15 lr: 0.001941 loss: 0.1853 (0.1929) loss_rec_all: 0.2110 (0.2188) loss_rec_sfr: 0.2729 (0.2832) loss_cl: -0.2780 (-0.2787) time: 0.7455 data: 0.0003 max mem: 29860 [05:00:45.627173] Epoch: [259] [ 300/2904] eta: 0:34:48 lr: 0.001941 loss: 0.1812 (0.1928) loss_rec_all: 0.2075 (0.2187) loss_rec_sfr: 0.2567 (0.2828) loss_cl: -0.2793 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [05:01:00.540169] Epoch: [259] [ 320/2904] eta: 0:34:23 lr: 0.001941 loss: 0.1785 (0.1926) loss_rec_all: 0.2047 (0.2185) loss_rec_sfr: 0.2346 (0.2819) loss_cl: -0.2797 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [05:01:15.453358] Epoch: [259] [ 340/2904] eta: 0:33:59 lr: 0.001941 loss: 0.1784 (0.1924) loss_rec_all: 0.2045 (0.2183) loss_rec_sfr: 0.2612 (0.2816) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [05:01:30.365122] Epoch: [259] [ 360/2904] eta: 0:33:36 lr: 0.001940 loss: 0.1868 (0.1932) loss_rec_all: 0.2128 (0.2191) loss_rec_sfr: 0.2740 (0.2843) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [05:01:45.278977] Epoch: [259] [ 380/2904] eta: 0:33:14 lr: 0.001940 loss: 0.1844 (0.1934) loss_rec_all: 0.2107 (0.2193) loss_rec_sfr: 0.2572 (0.2851) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [05:02:00.191401] Epoch: [259] [ 400/2904] eta: 0:32:53 lr: 0.001940 loss: 0.1832 (0.1939) loss_rec_all: 0.2092 (0.2197) loss_rec_sfr: 0.2663 (0.2866) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [05:02:15.110957] Epoch: [259] [ 420/2904] eta: 0:32:32 lr: 0.001940 loss: 0.1811 (0.1937) loss_rec_all: 0.2075 (0.2196) loss_rec_sfr: 0.2260 (0.2855) loss_cl: -0.2784 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [05:02:30.026372] Epoch: [259] [ 440/2904] eta: 0:32:12 lr: 0.001940 loss: 0.1841 (0.1937) loss_rec_all: 0.2103 (0.2196) loss_rec_sfr: 0.2752 (0.2857) loss_cl: -0.2782 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [05:02:44.950640] Epoch: [259] [ 460/2904] eta: 0:31:52 lr: 0.001940 loss: 0.1826 (0.1935) loss_rec_all: 0.2089 (0.2194) loss_rec_sfr: 0.2615 (0.2852) loss_cl: -0.2787 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [05:02:59.865864] Epoch: [259] [ 480/2904] eta: 0:31:33 lr: 0.001940 loss: 0.1805 (0.1931) loss_rec_all: 0.2069 (0.2190) loss_rec_sfr: 0.2378 (0.2840) loss_cl: -0.2795 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [05:03:14.786885] Epoch: [259] [ 500/2904] eta: 0:31:14 lr: 0.001940 loss: 0.1824 (0.1933) loss_rec_all: 0.2087 (0.2191) loss_rec_sfr: 0.2508 (0.2842) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [05:03:29.716218] Epoch: [259] [ 520/2904] eta: 0:30:55 lr: 0.001940 loss: 0.1886 (0.1936) loss_rec_all: 0.2151 (0.2195) loss_rec_sfr: 0.2670 (0.2856) loss_cl: -0.2786 (-0.2788) time: 0.7464 data: 0.0004 max mem: 29860 [05:03:44.636808] Epoch: [259] [ 540/2904] eta: 0:30:37 lr: 0.001940 loss: 0.1841 (0.1938) loss_rec_all: 0.2104 (0.2196) loss_rec_sfr: 0.2665 (0.2862) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [05:03:59.543084] Epoch: [259] [ 560/2904] eta: 0:30:18 lr: 0.001940 loss: 0.1865 (0.1940) loss_rec_all: 0.2123 (0.2199) loss_rec_sfr: 0.2720 (0.2875) loss_cl: -0.2792 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [05:04:14.456301] Epoch: [259] [ 580/2904] eta: 0:30:00 lr: 0.001940 loss: 0.1832 (0.1942) loss_rec_all: 0.2093 (0.2200) loss_rec_sfr: 0.2734 (0.2881) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0004 max mem: 29860 [05:04:29.366568] Epoch: [259] [ 600/2904] eta: 0:29:43 lr: 0.001940 loss: 0.1814 (0.1941) loss_rec_all: 0.2073 (0.2199) loss_rec_sfr: 0.2621 (0.2878) loss_cl: -0.2781 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [05:04:44.283680] Epoch: [259] [ 620/2904] eta: 0:29:25 lr: 0.001940 loss: 0.1888 (0.1943) loss_rec_all: 0.2146 (0.2202) loss_rec_sfr: 0.2749 (0.2887) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [05:04:59.195660] Epoch: [259] [ 640/2904] eta: 0:29:08 lr: 0.001940 loss: 0.1799 (0.1940) loss_rec_all: 0.2060 (0.2199) loss_rec_sfr: 0.2636 (0.2877) loss_cl: -0.2796 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [05:05:14.103164] Epoch: [259] [ 660/2904] eta: 0:28:50 lr: 0.001940 loss: 0.1848 (0.1942) loss_rec_all: 0.2109 (0.2200) loss_rec_sfr: 0.2639 (0.2880) loss_cl: -0.2788 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [05:05:29.017480] Epoch: [259] [ 680/2904] eta: 0:28:33 lr: 0.001940 loss: 0.1814 (0.1940) loss_rec_all: 0.2074 (0.2199) loss_rec_sfr: 0.2588 (0.2874) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [05:05:43.926004] Epoch: [259] [ 700/2904] eta: 0:28:16 lr: 0.001940 loss: 0.1851 (0.1940) loss_rec_all: 0.2113 (0.2199) loss_rec_sfr: 0.2679 (0.2875) loss_cl: -0.2796 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [05:05:58.837149] Epoch: [259] [ 720/2904] eta: 0:27:59 lr: 0.001940 loss: 0.1850 (0.1941) loss_rec_all: 0.2107 (0.2200) loss_rec_sfr: 0.2673 (0.2881) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [05:06:13.752462] Epoch: [259] [ 740/2904] eta: 0:27:43 lr: 0.001940 loss: 0.1846 (0.1939) loss_rec_all: 0.2107 (0.2197) loss_rec_sfr: 0.2613 (0.2870) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [05:06:28.669798] Epoch: [259] [ 760/2904] eta: 0:27:26 lr: 0.001940 loss: 0.1821 (0.1941) loss_rec_all: 0.2086 (0.2199) loss_rec_sfr: 0.2264 (0.2872) loss_cl: -0.2783 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [05:06:43.581855] Epoch: [259] [ 780/2904] eta: 0:27:09 lr: 0.001940 loss: 0.1810 (0.1939) loss_rec_all: 0.2070 (0.2197) loss_rec_sfr: 0.2643 (0.2865) loss_cl: -0.2794 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [05:06:58.489511] Epoch: [259] [ 800/2904] eta: 0:26:53 lr: 0.001940 loss: 0.1807 (0.1937) loss_rec_all: 0.2071 (0.2196) loss_rec_sfr: 0.2644 (0.2863) loss_cl: -0.2788 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [05:07:13.397291] Epoch: [259] [ 820/2904] eta: 0:26:37 lr: 0.001940 loss: 0.1832 (0.1939) loss_rec_all: 0.2092 (0.2198) loss_rec_sfr: 0.2709 (0.2869) loss_cl: -0.2787 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [05:07:28.312110] Epoch: [259] [ 840/2904] eta: 0:26:20 lr: 0.001940 loss: 0.1845 (0.1940) loss_rec_all: 0.2108 (0.2199) loss_rec_sfr: 0.2760 (0.2876) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [05:07:43.228181] Epoch: [259] [ 860/2904] eta: 0:26:04 lr: 0.001940 loss: 0.1831 (0.1941) loss_rec_all: 0.2091 (0.2199) loss_rec_sfr: 0.2661 (0.2876) loss_cl: -0.2799 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [05:07:58.139560] Epoch: [259] [ 880/2904] eta: 0:25:48 lr: 0.001940 loss: 0.1829 (0.1939) loss_rec_all: 0.2092 (0.2198) loss_rec_sfr: 0.2693 (0.2874) loss_cl: -0.2795 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [05:08:13.048176] Epoch: [259] [ 900/2904] eta: 0:25:32 lr: 0.001940 loss: 0.1804 (0.1939) loss_rec_all: 0.2069 (0.2198) loss_rec_sfr: 0.2711 (0.2871) loss_cl: -0.2783 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [05:08:27.959789] Epoch: [259] [ 920/2904] eta: 0:25:15 lr: 0.001940 loss: 0.1841 (0.1937) loss_rec_all: 0.2100 (0.2196) loss_rec_sfr: 0.2479 (0.2863) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [05:08:42.877135] Epoch: [259] [ 940/2904] eta: 0:24:59 lr: 0.001940 loss: 0.1836 (0.1937) loss_rec_all: 0.2099 (0.2196) loss_rec_sfr: 0.2622 (0.2860) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [05:08:57.790669] Epoch: [259] [ 960/2904] eta: 0:24:43 lr: 0.001940 loss: 0.1814 (0.1936) loss_rec_all: 0.2078 (0.2195) loss_rec_sfr: 0.2355 (0.2855) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [05:09:12.697754] Epoch: [259] [ 980/2904] eta: 0:24:27 lr: 0.001940 loss: 0.1821 (0.1935) loss_rec_all: 0.2079 (0.2194) loss_rec_sfr: 0.2606 (0.2853) loss_cl: -0.2789 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [05:09:27.607105] Epoch: [259] [1000/2904] eta: 0:24:12 lr: 0.001940 loss: 0.1800 (0.1933) loss_rec_all: 0.2063 (0.2192) loss_rec_sfr: 0.2269 (0.2844) loss_cl: -0.2795 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [05:09:42.515621] Epoch: [259] [1020/2904] eta: 0:23:56 lr: 0.001940 loss: 0.1828 (0.1933) loss_rec_all: 0.2087 (0.2192) loss_rec_sfr: 0.2334 (0.2844) loss_cl: -0.2793 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [05:09:57.432319] Epoch: [259] [1040/2904] eta: 0:23:40 lr: 0.001940 loss: 0.1838 (0.1934) loss_rec_all: 0.2103 (0.2193) loss_rec_sfr: 0.2694 (0.2849) loss_cl: -0.2780 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [05:10:12.352585] Epoch: [259] [1060/2904] eta: 0:23:24 lr: 0.001940 loss: 0.1838 (0.1935) loss_rec_all: 0.2097 (0.2194) loss_rec_sfr: 0.2709 (0.2851) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [05:10:27.271146] Epoch: [259] [1080/2904] eta: 0:23:08 lr: 0.001940 loss: 0.1837 (0.1934) loss_rec_all: 0.2099 (0.2193) loss_rec_sfr: 0.2589 (0.2847) loss_cl: -0.2782 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [05:10:42.183033] Epoch: [259] [1100/2904] eta: 0:22:52 lr: 0.001939 loss: 0.1820 (0.1933) loss_rec_all: 0.2080 (0.2192) loss_rec_sfr: 0.2595 (0.2843) loss_cl: -0.2795 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [05:10:57.092643] Epoch: [259] [1120/2904] eta: 0:22:37 lr: 0.001939 loss: 0.1805 (0.1934) loss_rec_all: 0.2067 (0.2192) loss_rec_sfr: 0.2757 (0.2846) loss_cl: -0.2798 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [05:11:12.002328] Epoch: [259] [1140/2904] eta: 0:22:21 lr: 0.001939 loss: 0.1823 (0.1933) loss_rec_all: 0.2081 (0.2192) loss_rec_sfr: 0.2644 (0.2843) loss_cl: -0.2785 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [05:11:26.917393] Epoch: [259] [1160/2904] eta: 0:22:05 lr: 0.001939 loss: 0.1803 (0.1932) loss_rec_all: 0.2061 (0.2191) loss_rec_sfr: 0.2648 (0.2841) loss_cl: -0.2781 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [05:11:41.837080] Epoch: [259] [1180/2904] eta: 0:21:50 lr: 0.001939 loss: 0.1827 (0.1932) loss_rec_all: 0.2090 (0.2191) loss_rec_sfr: 0.2631 (0.2840) loss_cl: -0.2780 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [05:11:56.751681] Epoch: [259] [1200/2904] eta: 0:21:34 lr: 0.001939 loss: 0.1816 (0.1931) loss_rec_all: 0.2078 (0.2190) loss_rec_sfr: 0.2533 (0.2837) loss_cl: -0.2784 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [05:12:11.666704] Epoch: [259] [1220/2904] eta: 0:21:19 lr: 0.001939 loss: 0.1827 (0.1930) loss_rec_all: 0.2092 (0.2189) loss_rec_sfr: 0.2619 (0.2834) loss_cl: -0.2796 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [05:12:26.584400] Epoch: [259] [1240/2904] eta: 0:21:03 lr: 0.001939 loss: 0.1919 (0.1933) loss_rec_all: 0.2182 (0.2192) loss_rec_sfr: 0.2835 (0.2844) loss_cl: -0.2782 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [05:12:41.497951] Epoch: [259] [1260/2904] eta: 0:20:47 lr: 0.001939 loss: 0.1839 (0.1933) loss_rec_all: 0.2101 (0.2192) loss_rec_sfr: 0.2775 (0.2844) loss_cl: -0.2795 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [05:12:56.411890] Epoch: [259] [1280/2904] eta: 0:20:32 lr: 0.001939 loss: 0.1857 (0.1935) loss_rec_all: 0.2117 (0.2194) loss_rec_sfr: 0.2587 (0.2851) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [05:13:11.324811] Epoch: [259] [1300/2904] eta: 0:20:16 lr: 0.001939 loss: 0.1815 (0.1936) loss_rec_all: 0.2078 (0.2195) loss_rec_sfr: 0.2673 (0.2854) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [05:13:26.238131] Epoch: [259] [1320/2904] eta: 0:20:01 lr: 0.001939 loss: 0.1803 (0.1934) loss_rec_all: 0.2068 (0.2193) loss_rec_sfr: 0.2298 (0.2846) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [05:13:41.147850] Epoch: [259] [1340/2904] eta: 0:19:45 lr: 0.001939 loss: 0.1826 (0.1935) loss_rec_all: 0.2087 (0.2194) loss_rec_sfr: 0.2659 (0.2847) loss_cl: -0.2782 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [05:13:56.057528] Epoch: [259] [1360/2904] eta: 0:19:30 lr: 0.001939 loss: 0.1832 (0.1935) loss_rec_all: 0.2093 (0.2194) loss_rec_sfr: 0.2729 (0.2847) loss_cl: -0.2786 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [05:14:10.982097] Epoch: [259] [1380/2904] eta: 0:19:15 lr: 0.001939 loss: 0.1844 (0.1936) loss_rec_all: 0.2106 (0.2195) loss_rec_sfr: 0.2632 (0.2849) loss_cl: -0.2784 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [05:14:25.897394] Epoch: [259] [1400/2904] eta: 0:18:59 lr: 0.001939 loss: 0.1837 (0.1936) loss_rec_all: 0.2097 (0.2195) loss_rec_sfr: 0.2696 (0.2849) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [05:14:40.806720] Epoch: [259] [1420/2904] eta: 0:18:44 lr: 0.001939 loss: 0.1820 (0.1934) loss_rec_all: 0.2079 (0.2193) loss_rec_sfr: 0.2674 (0.2843) loss_cl: -0.2795 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [05:14:55.711793] Epoch: [259] [1440/2904] eta: 0:18:28 lr: 0.001939 loss: 0.1805 (0.1934) loss_rec_all: 0.2068 (0.2193) loss_rec_sfr: 0.2249 (0.2841) loss_cl: -0.2787 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [05:15:10.622388] Epoch: [259] [1460/2904] eta: 0:18:13 lr: 0.001939 loss: 0.1834 (0.1934) loss_rec_all: 0.2095 (0.2193) loss_rec_sfr: 0.2787 (0.2843) loss_cl: -0.2793 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [05:15:25.536904] Epoch: [259] [1480/2904] eta: 0:17:58 lr: 0.001939 loss: 0.1880 (0.1936) loss_rec_all: 0.2140 (0.2195) loss_rec_sfr: 0.2814 (0.2847) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [05:15:40.451839] Epoch: [259] [1500/2904] eta: 0:17:42 lr: 0.001939 loss: 0.1817 (0.1935) loss_rec_all: 0.2076 (0.2194) loss_rec_sfr: 0.2661 (0.2844) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [05:15:55.368528] Epoch: [259] [1520/2904] eta: 0:17:27 lr: 0.001939 loss: 0.1854 (0.1935) loss_rec_all: 0.2115 (0.2194) loss_rec_sfr: 0.2597 (0.2844) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [05:16:10.277990] Epoch: [259] [1540/2904] eta: 0:17:12 lr: 0.001939 loss: 0.1798 (0.1934) loss_rec_all: 0.2058 (0.2193) loss_rec_sfr: 0.2480 (0.2842) loss_cl: -0.2786 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [05:16:25.188734] Epoch: [259] [1560/2904] eta: 0:16:56 lr: 0.001939 loss: 0.1849 (0.1935) loss_rec_all: 0.2109 (0.2193) loss_rec_sfr: 0.2687 (0.2843) loss_cl: -0.2795 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [05:16:40.096959] Epoch: [259] [1580/2904] eta: 0:16:41 lr: 0.001939 loss: 0.1831 (0.1935) loss_rec_all: 0.2089 (0.2194) loss_rec_sfr: 0.2770 (0.2846) loss_cl: -0.2789 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [05:16:55.006143] Epoch: [259] [1600/2904] eta: 0:16:26 lr: 0.001939 loss: 0.1807 (0.1934) loss_rec_all: 0.2066 (0.2193) loss_rec_sfr: 0.2610 (0.2842) loss_cl: -0.2787 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [05:17:09.922619] Epoch: [259] [1620/2904] eta: 0:16:10 lr: 0.001939 loss: 0.1848 (0.1935) loss_rec_all: 0.2105 (0.2194) loss_rec_sfr: 0.2765 (0.2845) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [05:17:24.840158] Epoch: [259] [1640/2904] eta: 0:15:55 lr: 0.001939 loss: 0.1825 (0.1935) loss_rec_all: 0.2091 (0.2194) loss_rec_sfr: 0.2664 (0.2846) loss_cl: -0.2793 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [05:17:39.756894] Epoch: [259] [1660/2904] eta: 0:15:40 lr: 0.001939 loss: 0.1841 (0.1936) loss_rec_all: 0.2101 (0.2195) loss_rec_sfr: 0.2625 (0.2848) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [05:17:54.668306] Epoch: [259] [1680/2904] eta: 0:15:25 lr: 0.001939 loss: 0.1807 (0.1936) loss_rec_all: 0.2072 (0.2194) loss_rec_sfr: 0.2616 (0.2847) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [05:18:09.574523] Epoch: [259] [1700/2904] eta: 0:15:09 lr: 0.001939 loss: 0.1861 (0.1936) loss_rec_all: 0.2122 (0.2195) loss_rec_sfr: 0.2604 (0.2846) loss_cl: -0.2790 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [05:18:24.492779] Epoch: [259] [1720/2904] eta: 0:14:54 lr: 0.001939 loss: 0.1884 (0.1936) loss_rec_all: 0.2143 (0.2195) loss_rec_sfr: 0.2632 (0.2847) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [05:18:39.414704] Epoch: [259] [1740/2904] eta: 0:14:39 lr: 0.001939 loss: 0.1807 (0.1936) loss_rec_all: 0.2068 (0.2195) loss_rec_sfr: 0.2679 (0.2847) loss_cl: -0.2793 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [05:18:54.336620] Epoch: [259] [1760/2904] eta: 0:14:24 lr: 0.001939 loss: 0.1842 (0.1937) loss_rec_all: 0.2105 (0.2196) loss_rec_sfr: 0.2685 (0.2849) loss_cl: -0.2786 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [05:19:09.255700] Epoch: [259] [1780/2904] eta: 0:14:08 lr: 0.001939 loss: 0.1887 (0.1938) loss_rec_all: 0.2145 (0.2197) loss_rec_sfr: 0.2710 (0.2852) loss_cl: -0.2778 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [05:19:24.175072] Epoch: [259] [1800/2904] eta: 0:13:53 lr: 0.001939 loss: 0.1809 (0.1937) loss_rec_all: 0.2071 (0.2196) loss_rec_sfr: 0.2372 (0.2849) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [05:19:39.093642] Epoch: [259] [1820/2904] eta: 0:13:38 lr: 0.001939 loss: 0.1800 (0.1937) loss_rec_all: 0.2064 (0.2195) loss_rec_sfr: 0.2354 (0.2847) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [05:19:54.016269] Epoch: [259] [1840/2904] eta: 0:13:23 lr: 0.001938 loss: 0.1818 (0.1937) loss_rec_all: 0.2078 (0.2196) loss_rec_sfr: 0.2615 (0.2847) loss_cl: -0.2794 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [05:20:08.939158] Epoch: [259] [1860/2904] eta: 0:13:08 lr: 0.001938 loss: 0.1839 (0.1937) loss_rec_all: 0.2097 (0.2196) loss_rec_sfr: 0.2522 (0.2847) loss_cl: -0.2788 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [05:20:23.860789] Epoch: [259] [1880/2904] eta: 0:12:52 lr: 0.001938 loss: 0.1841 (0.1937) loss_rec_all: 0.2102 (0.2195) loss_rec_sfr: 0.2535 (0.2845) loss_cl: -0.2793 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [05:20:38.784942] Epoch: [259] [1900/2904] eta: 0:12:37 lr: 0.001938 loss: 0.1823 (0.1936) loss_rec_all: 0.2083 (0.2195) loss_rec_sfr: 0.2635 (0.2844) loss_cl: -0.2787 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [05:20:53.708276] Epoch: [259] [1920/2904] eta: 0:12:22 lr: 0.001938 loss: 0.1808 (0.1936) loss_rec_all: 0.2067 (0.2195) loss_rec_sfr: 0.2699 (0.2844) loss_cl: -0.2791 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [05:21:08.627445] Epoch: [259] [1940/2904] eta: 0:12:07 lr: 0.001938 loss: 0.1844 (0.1937) loss_rec_all: 0.2107 (0.2196) loss_rec_sfr: 0.2790 (0.2848) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [05:21:23.549627] Epoch: [259] [1960/2904] eta: 0:11:52 lr: 0.001938 loss: 0.1849 (0.1937) loss_rec_all: 0.2108 (0.2196) loss_rec_sfr: 0.2710 (0.2848) loss_cl: -0.2791 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [05:21:38.473367] Epoch: [259] [1980/2904] eta: 0:11:36 lr: 0.001938 loss: 0.1913 (0.1938) loss_rec_all: 0.2172 (0.2197) loss_rec_sfr: 0.2728 (0.2853) loss_cl: -0.2788 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [05:21:53.394771] Epoch: [259] [2000/2904] eta: 0:11:21 lr: 0.001938 loss: 0.1848 (0.1938) loss_rec_all: 0.2108 (0.2197) loss_rec_sfr: 0.2531 (0.2853) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [05:22:08.314165] Epoch: [259] [2020/2904] eta: 0:11:06 lr: 0.001938 loss: 0.1811 (0.1938) loss_rec_all: 0.2073 (0.2197) loss_rec_sfr: 0.2628 (0.2852) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [05:22:23.231163] Epoch: [259] [2040/2904] eta: 0:10:51 lr: 0.001938 loss: 0.1857 (0.1938) loss_rec_all: 0.2118 (0.2197) loss_rec_sfr: 0.2537 (0.2851) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [05:22:38.159213] Epoch: [259] [2060/2904] eta: 0:10:36 lr: 0.001938 loss: 0.1816 (0.1938) loss_rec_all: 0.2077 (0.2196) loss_rec_sfr: 0.2657 (0.2850) loss_cl: -0.2800 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [05:22:53.078216] Epoch: [259] [2080/2904] eta: 0:10:21 lr: 0.001938 loss: 0.1845 (0.1937) loss_rec_all: 0.2104 (0.2196) loss_rec_sfr: 0.2722 (0.2850) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [05:23:07.997750] Epoch: [259] [2100/2904] eta: 0:10:06 lr: 0.001938 loss: 0.1818 (0.1937) loss_rec_all: 0.2079 (0.2196) loss_rec_sfr: 0.2644 (0.2848) loss_cl: -0.2782 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [05:23:22.913811] Epoch: [259] [2120/2904] eta: 0:09:50 lr: 0.001938 loss: 0.1794 (0.1936) loss_rec_all: 0.2054 (0.2195) loss_rec_sfr: 0.2635 (0.2847) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [05:23:37.843095] Epoch: [259] [2140/2904] eta: 0:09:35 lr: 0.001938 loss: 0.1801 (0.1936) loss_rec_all: 0.2061 (0.2195) loss_rec_sfr: 0.2708 (0.2847) loss_cl: -0.2797 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [05:23:52.765991] Epoch: [259] [2160/2904] eta: 0:09:20 lr: 0.001938 loss: 0.1843 (0.1936) loss_rec_all: 0.2105 (0.2195) loss_rec_sfr: 0.2720 (0.2848) loss_cl: -0.2789 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [05:24:07.683252] Epoch: [259] [2180/2904] eta: 0:09:05 lr: 0.001938 loss: 0.1832 (0.1936) loss_rec_all: 0.2089 (0.2195) loss_rec_sfr: 0.2627 (0.2847) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [05:24:22.607847] Epoch: [259] [2200/2904] eta: 0:08:50 lr: 0.001938 loss: 0.1778 (0.1935) loss_rec_all: 0.2037 (0.2194) loss_rec_sfr: 0.2653 (0.2847) loss_cl: -0.2790 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [05:24:37.533195] Epoch: [259] [2220/2904] eta: 0:08:35 lr: 0.001938 loss: 0.1824 (0.1935) loss_rec_all: 0.2084 (0.2194) loss_rec_sfr: 0.2704 (0.2846) loss_cl: -0.2795 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [05:24:52.455847] Epoch: [259] [2240/2904] eta: 0:08:20 lr: 0.001938 loss: 0.1842 (0.1935) loss_rec_all: 0.2106 (0.2194) loss_rec_sfr: 0.2436 (0.2844) loss_cl: -0.2787 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [05:25:07.374275] Epoch: [259] [2260/2904] eta: 0:08:05 lr: 0.001938 loss: 0.1791 (0.1935) loss_rec_all: 0.2057 (0.2194) loss_rec_sfr: 0.2632 (0.2844) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [05:25:22.299190] Epoch: [259] [2280/2904] eta: 0:07:49 lr: 0.001938 loss: 0.1820 (0.1934) loss_rec_all: 0.2082 (0.2193) loss_rec_sfr: 0.2724 (0.2843) loss_cl: -0.2795 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [05:25:37.218341] Epoch: [259] [2300/2904] eta: 0:07:34 lr: 0.001938 loss: 0.1835 (0.1934) loss_rec_all: 0.2097 (0.2193) loss_rec_sfr: 0.2711 (0.2844) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [05:25:52.143288] Epoch: [259] [2320/2904] eta: 0:07:19 lr: 0.001938 loss: 0.1775 (0.1934) loss_rec_all: 0.2037 (0.2193) loss_rec_sfr: 0.2555 (0.2843) loss_cl: -0.2784 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [05:26:07.058248] Epoch: [259] [2340/2904] eta: 0:07:04 lr: 0.001938 loss: 0.1827 (0.1934) loss_rec_all: 0.2085 (0.2193) loss_rec_sfr: 0.2648 (0.2843) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [05:26:21.973188] Epoch: [259] [2360/2904] eta: 0:06:49 lr: 0.001938 loss: 0.1830 (0.1934) loss_rec_all: 0.2089 (0.2193) loss_rec_sfr: 0.2651 (0.2845) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [05:26:36.883975] Epoch: [259] [2380/2904] eta: 0:06:34 lr: 0.001938 loss: 0.1918 (0.1934) loss_rec_all: 0.2180 (0.2193) loss_rec_sfr: 0.2681 (0.2846) loss_cl: -0.2797 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [05:26:51.800371] Epoch: [259] [2400/2904] eta: 0:06:19 lr: 0.001938 loss: 0.1815 (0.1935) loss_rec_all: 0.2082 (0.2194) loss_rec_sfr: 0.2595 (0.2847) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [05:27:06.717117] Epoch: [259] [2420/2904] eta: 0:06:04 lr: 0.001938 loss: 0.1839 (0.1935) loss_rec_all: 0.2101 (0.2193) loss_rec_sfr: 0.2499 (0.2846) loss_cl: -0.2775 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [05:27:21.634206] Epoch: [259] [2440/2904] eta: 0:05:49 lr: 0.001938 loss: 0.1823 (0.1934) loss_rec_all: 0.2085 (0.2193) loss_rec_sfr: 0.2575 (0.2844) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [05:27:36.553376] Epoch: [259] [2460/2904] eta: 0:05:34 lr: 0.001938 loss: 0.1820 (0.1934) loss_rec_all: 0.2084 (0.2193) loss_rec_sfr: 0.2253 (0.2844) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [05:27:51.471045] Epoch: [259] [2480/2904] eta: 0:05:19 lr: 0.001938 loss: 0.1845 (0.1935) loss_rec_all: 0.2109 (0.2194) loss_rec_sfr: 0.2708 (0.2847) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [05:28:06.389479] Epoch: [259] [2500/2904] eta: 0:05:04 lr: 0.001938 loss: 0.1798 (0.1935) loss_rec_all: 0.2061 (0.2193) loss_rec_sfr: 0.2719 (0.2846) loss_cl: -0.2797 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [05:28:21.310863] Epoch: [259] [2520/2904] eta: 0:04:48 lr: 0.001938 loss: 0.1829 (0.1935) loss_rec_all: 0.2089 (0.2194) loss_rec_sfr: 0.2797 (0.2849) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [05:28:36.231185] Epoch: [259] [2540/2904] eta: 0:04:33 lr: 0.001938 loss: 0.1835 (0.1935) loss_rec_all: 0.2096 (0.2194) loss_rec_sfr: 0.2669 (0.2848) loss_cl: -0.2780 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [05:28:51.149212] Epoch: [259] [2560/2904] eta: 0:04:18 lr: 0.001938 loss: 0.1797 (0.1935) loss_rec_all: 0.2058 (0.2194) loss_rec_sfr: 0.2624 (0.2848) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [05:29:06.065155] Epoch: [259] [2580/2904] eta: 0:04:03 lr: 0.001937 loss: 0.1813 (0.1934) loss_rec_all: 0.2073 (0.2193) loss_rec_sfr: 0.2299 (0.2845) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [05:29:20.989822] Epoch: [259] [2600/2904] eta: 0:03:48 lr: 0.001937 loss: 0.1785 (0.1934) loss_rec_all: 0.2052 (0.2193) loss_rec_sfr: 0.2647 (0.2844) loss_cl: -0.2789 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [05:29:35.911267] Epoch: [259] [2620/2904] eta: 0:03:33 lr: 0.001937 loss: 0.1860 (0.1934) loss_rec_all: 0.2118 (0.2193) loss_rec_sfr: 0.2694 (0.2845) loss_cl: -0.2781 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [05:29:50.830094] Epoch: [259] [2640/2904] eta: 0:03:18 lr: 0.001937 loss: 0.1789 (0.1934) loss_rec_all: 0.2052 (0.2193) loss_rec_sfr: 0.2649 (0.2846) loss_cl: -0.2783 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [05:30:05.747904] Epoch: [259] [2660/2904] eta: 0:03:03 lr: 0.001937 loss: 0.1834 (0.1935) loss_rec_all: 0.2098 (0.2194) loss_rec_sfr: 0.2641 (0.2847) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [05:30:20.667469] Epoch: [259] [2680/2904] eta: 0:02:48 lr: 0.001937 loss: 0.1875 (0.1935) loss_rec_all: 0.2136 (0.2194) loss_rec_sfr: 0.2606 (0.2848) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [05:30:35.581720] Epoch: [259] [2700/2904] eta: 0:02:33 lr: 0.001937 loss: 0.1813 (0.1935) loss_rec_all: 0.2079 (0.2194) loss_rec_sfr: 0.2677 (0.2847) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [05:30:50.500048] Epoch: [259] [2720/2904] eta: 0:02:18 lr: 0.001937 loss: 0.1882 (0.1935) loss_rec_all: 0.2141 (0.2194) loss_rec_sfr: 0.2675 (0.2848) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [05:31:05.410482] Epoch: [259] [2740/2904] eta: 0:02:03 lr: 0.001937 loss: 0.1843 (0.1935) loss_rec_all: 0.2103 (0.2194) loss_rec_sfr: 0.2631 (0.2848) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [05:31:20.324022] Epoch: [259] [2760/2904] eta: 0:01:48 lr: 0.001937 loss: 0.1819 (0.1935) loss_rec_all: 0.2081 (0.2194) loss_rec_sfr: 0.2672 (0.2847) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [05:31:35.236030] Epoch: [259] [2780/2904] eta: 0:01:33 lr: 0.001937 loss: 0.1893 (0.1935) loss_rec_all: 0.2154 (0.2194) loss_rec_sfr: 0.2711 (0.2848) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [05:31:50.154555] Epoch: [259] [2800/2904] eta: 0:01:18 lr: 0.001937 loss: 0.1811 (0.1935) loss_rec_all: 0.2076 (0.2194) loss_rec_sfr: 0.2685 (0.2848) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [05:32:05.069135] Epoch: [259] [2820/2904] eta: 0:01:03 lr: 0.001937 loss: 0.1846 (0.1935) loss_rec_all: 0.2106 (0.2194) loss_rec_sfr: 0.2667 (0.2846) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [05:32:20.051699] Epoch: [259] [2840/2904] eta: 0:00:48 lr: 0.001937 loss: 0.1807 (0.1935) loss_rec_all: 0.2067 (0.2194) loss_rec_sfr: 0.2727 (0.2847) loss_cl: -0.2791 (-0.2788) time: 0.7491 data: 0.0041 max mem: 29860 [05:32:34.951803] Epoch: [259] [2860/2904] eta: 0:00:33 lr: 0.001937 loss: 0.1800 (0.1934) loss_rec_all: 0.2065 (0.2193) loss_rec_sfr: 0.2153 (0.2844) loss_cl: -0.2795 (-0.2788) time: 0.7450 data: 0.0001 max mem: 29860 [05:32:49.847450] Epoch: [259] [2880/2904] eta: 0:00:18 lr: 0.001937 loss: 0.1858 (0.1934) loss_rec_all: 0.2116 (0.2193) loss_rec_sfr: 0.2745 (0.2844) loss_cl: -0.2790 (-0.2788) time: 0.7447 data: 0.0002 max mem: 29860 [05:33:04.746470] Epoch: [259] [2900/2904] eta: 0:00:03 lr: 0.001937 loss: 0.1799 (0.1934) loss_rec_all: 0.2061 (0.2193) loss_rec_sfr: 0.2245 (0.2843) loss_cl: -0.2785 (-0.2788) time: 0.7449 data: 0.0001 max mem: 29860 [05:33:06.987864] Epoch: [259] [2903/2904] eta: 0:00:00 lr: 0.001937 loss: 0.1799 (0.1934) loss_rec_all: 0.2062 (0.2193) loss_rec_sfr: 0.2257 (0.2843) loss_cl: -0.2785 (-0.2788) time: 0.7448 data: 0.0001 max mem: 29860 [05:33:09.114085] Epoch: [259] Total time: 0:36:24 (0.7524 s / it) [05:33:09.115045] Averaged stats: lr: 0.001937 loss: 0.1799 (0.1958) loss_rec_all: 0.2062 (0.2193) loss_rec_sfr: 0.2257 (0.2847) loss_cl: -0.2785 (-0.2556) [05:33:09.119782] log_dir: ./checkpoint/VF2_ViT-B [05:33:26.768364] Epoch: [260] [ 0/2904] eta: 14:14:07 lr: 0.001937 loss: 0.1801 (0.1801) loss_rec_all: 0.2066 (0.2066) loss_rec_sfr: 0.2002 (0.2002) loss_cl: -0.2795 (-0.2795) time: 17.6472 data: 16.7902 max mem: 29860 [05:33:43.087340] Epoch: [260] [ 20/2904] eta: 1:17:44 lr: 0.001937 loss: 0.1798 (0.1980) loss_rec_all: 0.2063 (0.2237) loss_rec_sfr: 0.2623 (0.3053) loss_cl: -0.2793 (-0.2791) time: 0.8159 data: 0.0004 max mem: 29860 [05:33:57.992679] Epoch: [260] [ 40/2904] eta: 0:56:53 lr: 0.001937 loss: 0.1875 (0.2002) loss_rec_all: 0.2135 (0.2259) loss_rec_sfr: 0.2671 (0.3126) loss_cl: -0.2788 (-0.2789) time: 0.7452 data: 0.0003 max mem: 29860 [05:34:12.897234] Epoch: [260] [ 60/2904] eta: 0:49:33 lr: 0.001937 loss: 0.1836 (0.1992) loss_rec_all: 0.2095 (0.2249) loss_rec_sfr: 0.2774 (0.3083) loss_cl: -0.2788 (-0.2788) time: 0.7451 data: 0.0004 max mem: 29860 [05:34:27.812915] Epoch: [260] [ 80/2904] eta: 0:45:43 lr: 0.001937 loss: 0.1823 (0.1971) loss_rec_all: 0.2088 (0.2229) loss_rec_sfr: 0.2648 (0.3002) loss_cl: -0.2779 (-0.2785) time: 0.7457 data: 0.0005 max mem: 29860 [05:34:42.718162] Epoch: [260] [ 100/2904] eta: 0:43:18 lr: 0.001937 loss: 0.1857 (0.1971) loss_rec_all: 0.2114 (0.2229) loss_rec_sfr: 0.2711 (0.2988) loss_cl: -0.2786 (-0.2786) time: 0.7452 data: 0.0005 max mem: 29860 [05:34:57.629057] Epoch: [260] [ 120/2904] eta: 0:41:36 lr: 0.001937 loss: 0.1860 (0.1966) loss_rec_all: 0.2124 (0.2224) loss_rec_sfr: 0.2630 (0.2961) loss_cl: -0.2798 (-0.2788) time: 0.7455 data: 0.0005 max mem: 29860 [05:35:12.547322] Epoch: [260] [ 140/2904] eta: 0:40:19 lr: 0.001937 loss: 0.1802 (0.1959) loss_rec_all: 0.2065 (0.2217) loss_rec_sfr: 0.2314 (0.2933) loss_cl: -0.2796 (-0.2789) time: 0.7459 data: 0.0004 max mem: 29860 [05:35:27.462451] Epoch: [260] [ 160/2904] eta: 0:39:17 lr: 0.001937 loss: 0.1829 (0.1952) loss_rec_all: 0.2089 (0.2211) loss_rec_sfr: 0.2704 (0.2921) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0005 max mem: 29860 [05:35:42.371389] Epoch: [260] [ 180/2904] eta: 0:38:26 lr: 0.001937 loss: 0.1800 (0.1947) loss_rec_all: 0.2058 (0.2206) loss_rec_sfr: 0.2647 (0.2916) loss_cl: -0.2782 (-0.2788) time: 0.7454 data: 0.0005 max mem: 29860 [05:35:57.285635] Epoch: [260] [ 200/2904] eta: 0:37:42 lr: 0.001937 loss: 0.1846 (0.1945) loss_rec_all: 0.2110 (0.2203) loss_rec_sfr: 0.2578 (0.2901) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0005 max mem: 29860 [05:36:12.203909] Epoch: [260] [ 220/2904] eta: 0:37:03 lr: 0.001937 loss: 0.1808 (0.1941) loss_rec_all: 0.2073 (0.2199) loss_rec_sfr: 0.2576 (0.2886) loss_cl: -0.2797 (-0.2788) time: 0.7459 data: 0.0005 max mem: 29860 [05:36:27.118144] Epoch: [260] [ 240/2904] eta: 0:36:28 lr: 0.001937 loss: 0.1805 (0.1939) loss_rec_all: 0.2068 (0.2198) loss_rec_sfr: 0.2592 (0.2885) loss_cl: -0.2794 (-0.2789) time: 0.7457 data: 0.0004 max mem: 29860 [05:36:42.054545] Epoch: [260] [ 260/2904] eta: 0:35:56 lr: 0.001937 loss: 0.1807 (0.1934) loss_rec_all: 0.2066 (0.2193) loss_rec_sfr: 0.2653 (0.2872) loss_cl: -0.2785 (-0.2788) time: 0.7468 data: 0.0003 max mem: 29860 [05:36:56.969166] Epoch: [260] [ 280/2904] eta: 0:35:27 lr: 0.001937 loss: 0.1834 (0.1931) loss_rec_all: 0.2092 (0.2190) loss_rec_sfr: 0.2646 (0.2863) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [05:37:11.893835] Epoch: [260] [ 300/2904] eta: 0:35:00 lr: 0.001937 loss: 0.1847 (0.1931) loss_rec_all: 0.2107 (0.2190) loss_rec_sfr: 0.2642 (0.2859) loss_cl: -0.2787 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [05:37:26.813053] Epoch: [260] [ 320/2904] eta: 0:34:34 lr: 0.001937 loss: 0.1841 (0.1933) loss_rec_all: 0.2101 (0.2192) loss_rec_sfr: 0.2653 (0.2866) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [05:37:41.738265] Epoch: [260] [ 340/2904] eta: 0:34:09 lr: 0.001937 loss: 0.1809 (0.1932) loss_rec_all: 0.2069 (0.2191) loss_rec_sfr: 0.2690 (0.2861) loss_cl: -0.2785 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [05:37:56.664183] Epoch: [260] [ 360/2904] eta: 0:33:46 lr: 0.001937 loss: 0.1826 (0.1932) loss_rec_all: 0.2086 (0.2190) loss_rec_sfr: 0.2676 (0.2861) loss_cl: -0.2781 (-0.2787) time: 0.7462 data: 0.0003 max mem: 29860 [05:38:11.604740] Epoch: [260] [ 380/2904] eta: 0:33:23 lr: 0.001937 loss: 0.1816 (0.1931) loss_rec_all: 0.2078 (0.2190) loss_rec_sfr: 0.2611 (0.2859) loss_cl: -0.2786 (-0.2787) time: 0.7470 data: 0.0003 max mem: 29860 [05:38:26.524361] Epoch: [260] [ 400/2904] eta: 0:33:01 lr: 0.001937 loss: 0.1859 (0.1933) loss_rec_all: 0.2117 (0.2192) loss_rec_sfr: 0.2758 (0.2870) loss_cl: -0.2786 (-0.2787) time: 0.7459 data: 0.0004 max mem: 29860 [05:38:41.439933] Epoch: [260] [ 420/2904] eta: 0:32:40 lr: 0.001936 loss: 0.1804 (0.1933) loss_rec_all: 0.2067 (0.2191) loss_rec_sfr: 0.2571 (0.2864) loss_cl: -0.2793 (-0.2788) time: 0.7457 data: 0.0004 max mem: 29860 [05:38:56.354149] Epoch: [260] [ 440/2904] eta: 0:32:19 lr: 0.001936 loss: 0.1865 (0.1934) loss_rec_all: 0.2123 (0.2193) loss_rec_sfr: 0.2642 (0.2869) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [05:39:11.271998] Epoch: [260] [ 460/2904] eta: 0:31:59 lr: 0.001936 loss: 0.1822 (0.1930) loss_rec_all: 0.2081 (0.2189) loss_rec_sfr: 0.2586 (0.2858) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [05:39:26.192208] Epoch: [260] [ 480/2904] eta: 0:31:40 lr: 0.001936 loss: 0.1804 (0.1930) loss_rec_all: 0.2065 (0.2189) loss_rec_sfr: 0.2671 (0.2859) loss_cl: -0.2784 (-0.2788) time: 0.7459 data: 0.0004 max mem: 29860 [05:39:41.113678] Epoch: [260] [ 500/2904] eta: 0:31:20 lr: 0.001936 loss: 0.1812 (0.1929) loss_rec_all: 0.2070 (0.2188) loss_rec_sfr: 0.2634 (0.2857) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [05:39:56.028892] Epoch: [260] [ 520/2904] eta: 0:31:01 lr: 0.001936 loss: 0.1810 (0.1927) loss_rec_all: 0.2073 (0.2186) loss_rec_sfr: 0.2626 (0.2850) loss_cl: -0.2786 (-0.2787) time: 0.7457 data: 0.0004 max mem: 29860 [05:40:10.944811] Epoch: [260] [ 540/2904] eta: 0:30:43 lr: 0.001936 loss: 0.1827 (0.1929) loss_rec_all: 0.2087 (0.2188) loss_rec_sfr: 0.2726 (0.2859) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [05:40:25.861443] Epoch: [260] [ 560/2904] eta: 0:30:24 lr: 0.001936 loss: 0.1830 (0.1928) loss_rec_all: 0.2092 (0.2187) loss_rec_sfr: 0.2687 (0.2857) loss_cl: -0.2795 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [05:40:40.772171] Epoch: [260] [ 580/2904] eta: 0:30:06 lr: 0.001936 loss: 0.1831 (0.1929) loss_rec_all: 0.2091 (0.2188) loss_rec_sfr: 0.2559 (0.2855) loss_cl: -0.2785 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [05:40:55.691553] Epoch: [260] [ 600/2904] eta: 0:29:48 lr: 0.001936 loss: 0.1860 (0.1930) loss_rec_all: 0.2120 (0.2189) loss_rec_sfr: 0.2663 (0.2856) loss_cl: -0.2781 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [05:41:10.607912] Epoch: [260] [ 620/2904] eta: 0:29:30 lr: 0.001936 loss: 0.1839 (0.1930) loss_rec_all: 0.2099 (0.2189) loss_rec_sfr: 0.2627 (0.2855) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [05:41:25.520035] Epoch: [260] [ 640/2904] eta: 0:29:13 lr: 0.001936 loss: 0.1807 (0.1930) loss_rec_all: 0.2068 (0.2189) loss_rec_sfr: 0.2703 (0.2858) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [05:41:40.437027] Epoch: [260] [ 660/2904] eta: 0:28:55 lr: 0.001936 loss: 0.1799 (0.1928) loss_rec_all: 0.2058 (0.2187) loss_rec_sfr: 0.2565 (0.2848) loss_cl: -0.2795 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [05:41:55.351365] Epoch: [260] [ 680/2904] eta: 0:28:38 lr: 0.001936 loss: 0.1882 (0.1930) loss_rec_all: 0.2145 (0.2189) loss_rec_sfr: 0.2618 (0.2852) loss_cl: -0.2794 (-0.2788) time: 0.7457 data: 0.0004 max mem: 29860 [05:42:10.275234] Epoch: [260] [ 700/2904] eta: 0:28:21 lr: 0.001936 loss: 0.1809 (0.1930) loss_rec_all: 0.2073 (0.2189) loss_rec_sfr: 0.2378 (0.2850) loss_cl: -0.2792 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [05:42:25.195137] Epoch: [260] [ 720/2904] eta: 0:28:04 lr: 0.001936 loss: 0.1795 (0.1929) loss_rec_all: 0.2061 (0.2188) loss_rec_sfr: 0.2573 (0.2846) loss_cl: -0.2800 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [05:42:40.116343] Epoch: [260] [ 740/2904] eta: 0:27:47 lr: 0.001936 loss: 0.1796 (0.1929) loss_rec_all: 0.2055 (0.2188) loss_rec_sfr: 0.2627 (0.2845) loss_cl: -0.2791 (-0.2788) time: 0.7460 data: 0.0004 max mem: 29860 [05:42:55.036183] Epoch: [260] [ 760/2904] eta: 0:27:30 lr: 0.001936 loss: 0.1827 (0.1930) loss_rec_all: 0.2087 (0.2189) loss_rec_sfr: 0.2586 (0.2850) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0004 max mem: 29860 [05:43:09.952387] Epoch: [260] [ 780/2904] eta: 0:27:13 lr: 0.001936 loss: 0.1813 (0.1931) loss_rec_all: 0.2074 (0.2190) loss_rec_sfr: 0.2723 (0.2855) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [05:43:24.865387] Epoch: [260] [ 800/2904] eta: 0:26:57 lr: 0.001936 loss: 0.1800 (0.1931) loss_rec_all: 0.2065 (0.2190) loss_rec_sfr: 0.2617 (0.2853) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [05:43:39.780136] Epoch: [260] [ 820/2904] eta: 0:26:40 lr: 0.001936 loss: 0.1832 (0.1931) loss_rec_all: 0.2093 (0.2190) loss_rec_sfr: 0.2233 (0.2849) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [05:43:54.693820] Epoch: [260] [ 840/2904] eta: 0:26:24 lr: 0.001936 loss: 0.1837 (0.1929) loss_rec_all: 0.2099 (0.2188) loss_rec_sfr: 0.2594 (0.2844) loss_cl: -0.2795 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [05:44:09.612115] Epoch: [260] [ 860/2904] eta: 0:26:07 lr: 0.001936 loss: 0.1812 (0.1930) loss_rec_all: 0.2073 (0.2189) loss_rec_sfr: 0.2599 (0.2846) loss_cl: -0.2795 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [05:44:24.526300] Epoch: [260] [ 880/2904] eta: 0:25:51 lr: 0.001936 loss: 0.1803 (0.1930) loss_rec_all: 0.2064 (0.2189) loss_rec_sfr: 0.2681 (0.2848) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [05:44:39.446309] Epoch: [260] [ 900/2904] eta: 0:25:35 lr: 0.001936 loss: 0.1833 (0.1931) loss_rec_all: 0.2093 (0.2189) loss_rec_sfr: 0.2566 (0.2847) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0004 max mem: 29860 [05:44:54.366165] Epoch: [260] [ 920/2904] eta: 0:25:19 lr: 0.001936 loss: 0.1842 (0.1932) loss_rec_all: 0.2101 (0.2190) loss_rec_sfr: 0.2782 (0.2853) loss_cl: -0.2793 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [05:45:09.281529] Epoch: [260] [ 940/2904] eta: 0:25:02 lr: 0.001936 loss: 0.1794 (0.1932) loss_rec_all: 0.2054 (0.2191) loss_rec_sfr: 0.2700 (0.2854) loss_cl: -0.2796 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [05:45:24.201176] Epoch: [260] [ 960/2904] eta: 0:24:46 lr: 0.001936 loss: 0.1828 (0.1932) loss_rec_all: 0.2090 (0.2190) loss_rec_sfr: 0.2684 (0.2855) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [05:45:39.117448] Epoch: [260] [ 980/2904] eta: 0:24:30 lr: 0.001936 loss: 0.1792 (0.1929) loss_rec_all: 0.2056 (0.2188) loss_rec_sfr: 0.2645 (0.2849) loss_cl: -0.2793 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [05:45:54.025823] Epoch: [260] [1000/2904] eta: 0:24:14 lr: 0.001936 loss: 0.1933 (0.1932) loss_rec_all: 0.2193 (0.2191) loss_rec_sfr: 0.2762 (0.2855) loss_cl: -0.2793 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [05:46:08.945793] Epoch: [260] [1020/2904] eta: 0:23:58 lr: 0.001936 loss: 0.1834 (0.1932) loss_rec_all: 0.2096 (0.2191) loss_rec_sfr: 0.2778 (0.2855) loss_cl: -0.2795 (-0.2789) time: 0.7459 data: 0.0003 max mem: 29860 [05:46:23.887090] Epoch: [260] [1040/2904] eta: 0:23:42 lr: 0.001936 loss: 0.1835 (0.1930) loss_rec_all: 0.2093 (0.2189) loss_rec_sfr: 0.2647 (0.2850) loss_cl: -0.2781 (-0.2788) time: 0.7470 data: 0.0003 max mem: 29860 [05:46:38.803380] Epoch: [260] [1060/2904] eta: 0:23:27 lr: 0.001936 loss: 0.1814 (0.1929) loss_rec_all: 0.2073 (0.2188) loss_rec_sfr: 0.2580 (0.2845) loss_cl: -0.2778 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [05:46:53.708505] Epoch: [260] [1080/2904] eta: 0:23:11 lr: 0.001936 loss: 0.1816 (0.1927) loss_rec_all: 0.2078 (0.2186) loss_rec_sfr: 0.2588 (0.2838) loss_cl: -0.2787 (-0.2788) time: 0.7452 data: 0.0003 max mem: 29860 [05:47:08.617077] Epoch: [260] [1100/2904] eta: 0:22:55 lr: 0.001936 loss: 0.1835 (0.1926) loss_rec_all: 0.2095 (0.2185) loss_rec_sfr: 0.2626 (0.2835) loss_cl: -0.2787 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [05:47:23.522721] Epoch: [260] [1120/2904] eta: 0:22:39 lr: 0.001936 loss: 0.1845 (0.1925) loss_rec_all: 0.2105 (0.2184) loss_rec_sfr: 0.2719 (0.2833) loss_cl: -0.2795 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [05:47:38.432039] Epoch: [260] [1140/2904] eta: 0:22:23 lr: 0.001936 loss: 0.1790 (0.1924) loss_rec_all: 0.2053 (0.2183) loss_rec_sfr: 0.2595 (0.2829) loss_cl: -0.2792 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [05:47:53.337432] Epoch: [260] [1160/2904] eta: 0:22:08 lr: 0.001935 loss: 0.1868 (0.1925) loss_rec_all: 0.2129 (0.2184) loss_rec_sfr: 0.2647 (0.2832) loss_cl: -0.2787 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [05:48:08.244557] Epoch: [260] [1180/2904] eta: 0:21:52 lr: 0.001935 loss: 0.1823 (0.1924) loss_rec_all: 0.2082 (0.2183) loss_rec_sfr: 0.2718 (0.2831) loss_cl: -0.2792 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [05:48:23.150121] Epoch: [260] [1200/2904] eta: 0:21:36 lr: 0.001935 loss: 0.1860 (0.1925) loss_rec_all: 0.2119 (0.2184) loss_rec_sfr: 0.2691 (0.2834) loss_cl: -0.2785 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [05:48:38.056788] Epoch: [260] [1220/2904] eta: 0:21:21 lr: 0.001935 loss: 0.1831 (0.1925) loss_rec_all: 0.2094 (0.2184) loss_rec_sfr: 0.2371 (0.2832) loss_cl: -0.2797 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [05:48:52.960217] Epoch: [260] [1240/2904] eta: 0:21:05 lr: 0.001935 loss: 0.1824 (0.1927) loss_rec_all: 0.2083 (0.2186) loss_rec_sfr: 0.2712 (0.2836) loss_cl: -0.2784 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [05:49:07.861236] Epoch: [260] [1260/2904] eta: 0:20:49 lr: 0.001935 loss: 0.1815 (0.1927) loss_rec_all: 0.2079 (0.2186) loss_rec_sfr: 0.2658 (0.2837) loss_cl: -0.2785 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [05:49:22.765774] Epoch: [260] [1280/2904] eta: 0:20:34 lr: 0.001935 loss: 0.1832 (0.1926) loss_rec_all: 0.2091 (0.2185) loss_rec_sfr: 0.2691 (0.2837) loss_cl: -0.2793 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [05:49:37.671474] Epoch: [260] [1300/2904] eta: 0:20:18 lr: 0.001935 loss: 0.1924 (0.1928) loss_rec_all: 0.2181 (0.2186) loss_rec_sfr: 0.2735 (0.2842) loss_cl: -0.2789 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [05:49:52.575751] Epoch: [260] [1320/2904] eta: 0:20:03 lr: 0.001935 loss: 0.1817 (0.1927) loss_rec_all: 0.2077 (0.2186) loss_rec_sfr: 0.2677 (0.2841) loss_cl: -0.2796 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [05:50:07.478644] Epoch: [260] [1340/2904] eta: 0:19:47 lr: 0.001935 loss: 0.1812 (0.1928) loss_rec_all: 0.2073 (0.2186) loss_rec_sfr: 0.2670 (0.2843) loss_cl: -0.2796 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [05:50:22.378181] Epoch: [260] [1360/2904] eta: 0:19:32 lr: 0.001935 loss: 0.1819 (0.1927) loss_rec_all: 0.2081 (0.2186) loss_rec_sfr: 0.2626 (0.2841) loss_cl: -0.2785 (-0.2788) time: 0.7449 data: 0.0002 max mem: 29860 [05:50:37.278669] Epoch: [260] [1380/2904] eta: 0:19:16 lr: 0.001935 loss: 0.1812 (0.1925) loss_rec_all: 0.2073 (0.2184) loss_rec_sfr: 0.2561 (0.2836) loss_cl: -0.2789 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [05:50:52.192761] Epoch: [260] [1400/2904] eta: 0:19:01 lr: 0.001935 loss: 0.1902 (0.1926) loss_rec_all: 0.2163 (0.2185) loss_rec_sfr: 0.2629 (0.2838) loss_cl: -0.2793 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [05:51:07.101585] Epoch: [260] [1420/2904] eta: 0:18:45 lr: 0.001935 loss: 0.1825 (0.1927) loss_rec_all: 0.2086 (0.2186) loss_rec_sfr: 0.2743 (0.2840) loss_cl: -0.2800 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [05:51:22.013029] Epoch: [260] [1440/2904] eta: 0:18:30 lr: 0.001935 loss: 0.1803 (0.1926) loss_rec_all: 0.2067 (0.2184) loss_rec_sfr: 0.2325 (0.2835) loss_cl: -0.2782 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [05:51:36.921019] Epoch: [260] [1460/2904] eta: 0:18:14 lr: 0.001935 loss: 0.1797 (0.1924) loss_rec_all: 0.2058 (0.2183) loss_rec_sfr: 0.2608 (0.2830) loss_cl: -0.2787 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [05:51:51.834971] Epoch: [260] [1480/2904] eta: 0:17:59 lr: 0.001935 loss: 0.1823 (0.1924) loss_rec_all: 0.2085 (0.2183) loss_rec_sfr: 0.2727 (0.2830) loss_cl: -0.2796 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [05:52:06.759449] Epoch: [260] [1500/2904] eta: 0:17:44 lr: 0.001935 loss: 0.1792 (0.1922) loss_rec_all: 0.2055 (0.2181) loss_rec_sfr: 0.2604 (0.2825) loss_cl: -0.2806 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [05:52:21.668904] Epoch: [260] [1520/2904] eta: 0:17:28 lr: 0.001935 loss: 0.1885 (0.1924) loss_rec_all: 0.2148 (0.2183) loss_rec_sfr: 0.2744 (0.2830) loss_cl: -0.2791 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [05:52:36.580790] Epoch: [260] [1540/2904] eta: 0:17:13 lr: 0.001935 loss: 0.1886 (0.1925) loss_rec_all: 0.2149 (0.2184) loss_rec_sfr: 0.2703 (0.2835) loss_cl: -0.2779 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [05:52:51.501488] Epoch: [260] [1560/2904] eta: 0:16:57 lr: 0.001935 loss: 0.1800 (0.1925) loss_rec_all: 0.2065 (0.2184) loss_rec_sfr: 0.2716 (0.2836) loss_cl: -0.2781 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [05:53:06.412275] Epoch: [260] [1580/2904] eta: 0:16:42 lr: 0.001935 loss: 0.1807 (0.1925) loss_rec_all: 0.2067 (0.2184) loss_rec_sfr: 0.2310 (0.2833) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [05:53:21.337541] Epoch: [260] [1600/2904] eta: 0:16:27 lr: 0.001935 loss: 0.1899 (0.1926) loss_rec_all: 0.2159 (0.2185) loss_rec_sfr: 0.2648 (0.2836) loss_cl: -0.2794 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [05:53:36.251006] Epoch: [260] [1620/2904] eta: 0:16:11 lr: 0.001935 loss: 0.1840 (0.1927) loss_rec_all: 0.2100 (0.2186) loss_rec_sfr: 0.2724 (0.2838) loss_cl: -0.2790 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [05:53:51.179767] Epoch: [260] [1640/2904] eta: 0:15:56 lr: 0.001935 loss: 0.1825 (0.1926) loss_rec_all: 0.2086 (0.2185) loss_rec_sfr: 0.2596 (0.2837) loss_cl: -0.2785 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [05:54:06.098644] Epoch: [260] [1660/2904] eta: 0:15:41 lr: 0.001935 loss: 0.1842 (0.1927) loss_rec_all: 0.2103 (0.2186) loss_rec_sfr: 0.2705 (0.2840) loss_cl: -0.2794 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [05:54:21.016494] Epoch: [260] [1680/2904] eta: 0:15:26 lr: 0.001935 loss: 0.1819 (0.1927) loss_rec_all: 0.2083 (0.2186) loss_rec_sfr: 0.2303 (0.2839) loss_cl: -0.2787 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [05:54:35.933143] Epoch: [260] [1700/2904] eta: 0:15:10 lr: 0.001935 loss: 0.1815 (0.1927) loss_rec_all: 0.2075 (0.2186) loss_rec_sfr: 0.2676 (0.2838) loss_cl: -0.2783 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [05:54:50.849947] Epoch: [260] [1720/2904] eta: 0:14:55 lr: 0.001935 loss: 0.1845 (0.1927) loss_rec_all: 0.2105 (0.2186) loss_rec_sfr: 0.2701 (0.2839) loss_cl: -0.2789 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [05:55:05.766720] Epoch: [260] [1740/2904] eta: 0:14:40 lr: 0.001935 loss: 0.1845 (0.1928) loss_rec_all: 0.2110 (0.2187) loss_rec_sfr: 0.2691 (0.2841) loss_cl: -0.2797 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [05:55:20.684446] Epoch: [260] [1760/2904] eta: 0:14:24 lr: 0.001935 loss: 0.1780 (0.1926) loss_rec_all: 0.2046 (0.2185) loss_rec_sfr: 0.2588 (0.2839) loss_cl: -0.2794 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [05:55:35.610394] Epoch: [260] [1780/2904] eta: 0:14:09 lr: 0.001935 loss: 0.1807 (0.1926) loss_rec_all: 0.2068 (0.2185) loss_rec_sfr: 0.2570 (0.2837) loss_cl: -0.2787 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [05:55:50.534285] Epoch: [260] [1800/2904] eta: 0:13:54 lr: 0.001935 loss: 0.1863 (0.1926) loss_rec_all: 0.2120 (0.2185) loss_rec_sfr: 0.2669 (0.2838) loss_cl: -0.2779 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [05:56:05.458870] Epoch: [260] [1820/2904] eta: 0:13:39 lr: 0.001935 loss: 0.1814 (0.1925) loss_rec_all: 0.2074 (0.2184) loss_rec_sfr: 0.2324 (0.2833) loss_cl: -0.2788 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [05:56:20.379367] Epoch: [260] [1840/2904] eta: 0:13:24 lr: 0.001935 loss: 0.1843 (0.1925) loss_rec_all: 0.2100 (0.2184) loss_rec_sfr: 0.2745 (0.2833) loss_cl: -0.2790 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [05:56:35.305183] Epoch: [260] [1860/2904] eta: 0:13:08 lr: 0.001935 loss: 0.1782 (0.1924) loss_rec_all: 0.2047 (0.2183) loss_rec_sfr: 0.2568 (0.2830) loss_cl: -0.2792 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [05:56:50.219810] Epoch: [260] [1880/2904] eta: 0:12:53 lr: 0.001935 loss: 0.1848 (0.1924) loss_rec_all: 0.2110 (0.2183) loss_rec_sfr: 0.2357 (0.2829) loss_cl: -0.2783 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [05:57:05.134266] Epoch: [260] [1900/2904] eta: 0:12:38 lr: 0.001934 loss: 0.1885 (0.1925) loss_rec_all: 0.2145 (0.2184) loss_rec_sfr: 0.2691 (0.2830) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [05:57:20.033208] Epoch: [260] [1920/2904] eta: 0:12:23 lr: 0.001934 loss: 0.1832 (0.1924) loss_rec_all: 0.2091 (0.2183) loss_rec_sfr: 0.2715 (0.2828) loss_cl: -0.2799 (-0.2789) time: 0.7449 data: 0.0002 max mem: 29860 [05:57:34.954254] Epoch: [260] [1940/2904] eta: 0:12:07 lr: 0.001934 loss: 0.1809 (0.1924) loss_rec_all: 0.2070 (0.2183) loss_rec_sfr: 0.2652 (0.2828) loss_cl: -0.2798 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [05:57:49.883425] Epoch: [260] [1960/2904] eta: 0:11:52 lr: 0.001934 loss: 0.1794 (0.1924) loss_rec_all: 0.2052 (0.2183) loss_rec_sfr: 0.2588 (0.2827) loss_cl: -0.2789 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [05:58:04.800149] Epoch: [260] [1980/2904] eta: 0:11:37 lr: 0.001934 loss: 0.1823 (0.1924) loss_rec_all: 0.2084 (0.2183) loss_rec_sfr: 0.2632 (0.2825) loss_cl: -0.2774 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [05:58:19.712102] Epoch: [260] [2000/2904] eta: 0:11:22 lr: 0.001934 loss: 0.1823 (0.1923) loss_rec_all: 0.2082 (0.2182) loss_rec_sfr: 0.2618 (0.2824) loss_cl: -0.2793 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [05:58:34.637890] Epoch: [260] [2020/2904] eta: 0:11:07 lr: 0.001934 loss: 0.1804 (0.1923) loss_rec_all: 0.2063 (0.2182) loss_rec_sfr: 0.2300 (0.2822) loss_cl: -0.2798 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [05:58:49.562689] Epoch: [260] [2040/2904] eta: 0:10:52 lr: 0.001934 loss: 0.1824 (0.1923) loss_rec_all: 0.2087 (0.2182) loss_rec_sfr: 0.2691 (0.2823) loss_cl: -0.2806 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [05:59:04.477180] Epoch: [260] [2060/2904] eta: 0:10:36 lr: 0.001934 loss: 0.1792 (0.1923) loss_rec_all: 0.2057 (0.2182) loss_rec_sfr: 0.2698 (0.2824) loss_cl: -0.2789 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [05:59:19.394644] Epoch: [260] [2080/2904] eta: 0:10:21 lr: 0.001934 loss: 0.1800 (0.1922) loss_rec_all: 0.2063 (0.2181) loss_rec_sfr: 0.2565 (0.2821) loss_cl: -0.2789 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [05:59:34.324552] Epoch: [260] [2100/2904] eta: 0:10:06 lr: 0.001934 loss: 0.1814 (0.1922) loss_rec_all: 0.2075 (0.2181) loss_rec_sfr: 0.2691 (0.2821) loss_cl: -0.2790 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [05:59:49.257268] Epoch: [260] [2120/2904] eta: 0:09:51 lr: 0.001934 loss: 0.1866 (0.1922) loss_rec_all: 0.2126 (0.2181) loss_rec_sfr: 0.2623 (0.2821) loss_cl: -0.2789 (-0.2789) time: 0.7466 data: 0.0002 max mem: 29860 [06:00:04.189287] Epoch: [260] [2140/2904] eta: 0:09:36 lr: 0.001934 loss: 0.1814 (0.1922) loss_rec_all: 0.2080 (0.2181) loss_rec_sfr: 0.2690 (0.2821) loss_cl: -0.2802 (-0.2789) time: 0.7466 data: 0.0002 max mem: 29860 [06:00:19.134750] Epoch: [260] [2160/2904] eta: 0:09:21 lr: 0.001934 loss: 0.1850 (0.1922) loss_rec_all: 0.2114 (0.2181) loss_rec_sfr: 0.2703 (0.2822) loss_cl: -0.2791 (-0.2789) time: 0.7472 data: 0.0002 max mem: 29860 [06:00:34.058119] Epoch: [260] [2180/2904] eta: 0:09:06 lr: 0.001934 loss: 0.1796 (0.1922) loss_rec_all: 0.2060 (0.2181) loss_rec_sfr: 0.2639 (0.2822) loss_cl: -0.2794 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [06:00:48.975147] Epoch: [260] [2200/2904] eta: 0:08:50 lr: 0.001934 loss: 0.1854 (0.1922) loss_rec_all: 0.2115 (0.2181) loss_rec_sfr: 0.2693 (0.2822) loss_cl: -0.2791 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [06:01:03.901017] Epoch: [260] [2220/2904] eta: 0:08:35 lr: 0.001934 loss: 0.1865 (0.1923) loss_rec_all: 0.2127 (0.2182) loss_rec_sfr: 0.2801 (0.2826) loss_cl: -0.2802 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [06:01:18.820727] Epoch: [260] [2240/2904] eta: 0:08:20 lr: 0.001934 loss: 0.1827 (0.1923) loss_rec_all: 0.2088 (0.2182) loss_rec_sfr: 0.2355 (0.2825) loss_cl: -0.2793 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [06:01:33.746406] Epoch: [260] [2260/2904] eta: 0:08:05 lr: 0.001934 loss: 0.1854 (0.1924) loss_rec_all: 0.2113 (0.2183) loss_rec_sfr: 0.2685 (0.2826) loss_cl: -0.2787 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [06:01:48.665039] Epoch: [260] [2280/2904] eta: 0:07:50 lr: 0.001934 loss: 0.1875 (0.1925) loss_rec_all: 0.2137 (0.2184) loss_rec_sfr: 0.2684 (0.2828) loss_cl: -0.2781 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [06:02:03.581870] Epoch: [260] [2300/2904] eta: 0:07:35 lr: 0.001934 loss: 0.1838 (0.1926) loss_rec_all: 0.2097 (0.2185) loss_rec_sfr: 0.2780 (0.2832) loss_cl: -0.2781 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [06:02:18.502807] Epoch: [260] [2320/2904] eta: 0:07:20 lr: 0.001934 loss: 0.1777 (0.1925) loss_rec_all: 0.2042 (0.2184) loss_rec_sfr: 0.2603 (0.2829) loss_cl: -0.2794 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [06:02:33.421881] Epoch: [260] [2340/2904] eta: 0:07:05 lr: 0.001934 loss: 0.1850 (0.1926) loss_rec_all: 0.2109 (0.2185) loss_rec_sfr: 0.2760 (0.2832) loss_cl: -0.2788 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [06:02:48.334270] Epoch: [260] [2360/2904] eta: 0:06:49 lr: 0.001934 loss: 0.1872 (0.1926) loss_rec_all: 0.2131 (0.2185) loss_rec_sfr: 0.2690 (0.2833) loss_cl: -0.2776 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [06:03:03.255962] Epoch: [260] [2380/2904] eta: 0:06:34 lr: 0.001934 loss: 0.1883 (0.1926) loss_rec_all: 0.2144 (0.2185) loss_rec_sfr: 0.2650 (0.2833) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [06:03:18.181861] Epoch: [260] [2400/2904] eta: 0:06:19 lr: 0.001934 loss: 0.1827 (0.1926) loss_rec_all: 0.2090 (0.2185) loss_rec_sfr: 0.2602 (0.2832) loss_cl: -0.2792 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [06:03:33.099558] Epoch: [260] [2420/2904] eta: 0:06:04 lr: 0.001934 loss: 0.1857 (0.1926) loss_rec_all: 0.2120 (0.2185) loss_rec_sfr: 0.2695 (0.2833) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [06:03:48.021152] Epoch: [260] [2440/2904] eta: 0:05:49 lr: 0.001934 loss: 0.1865 (0.1926) loss_rec_all: 0.2124 (0.2185) loss_rec_sfr: 0.2594 (0.2832) loss_cl: -0.2784 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [06:04:02.956915] Epoch: [260] [2460/2904] eta: 0:05:34 lr: 0.001934 loss: 0.1819 (0.1927) loss_rec_all: 0.2085 (0.2186) loss_rec_sfr: 0.2710 (0.2834) loss_cl: -0.2789 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [06:04:17.887077] Epoch: [260] [2480/2904] eta: 0:05:19 lr: 0.001934 loss: 0.1800 (0.1926) loss_rec_all: 0.2066 (0.2185) loss_rec_sfr: 0.2258 (0.2832) loss_cl: -0.2787 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [06:04:32.812765] Epoch: [260] [2500/2904] eta: 0:05:04 lr: 0.001934 loss: 0.1859 (0.1926) loss_rec_all: 0.2119 (0.2185) loss_rec_sfr: 0.2679 (0.2832) loss_cl: -0.2790 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [06:04:47.731601] Epoch: [260] [2520/2904] eta: 0:04:49 lr: 0.001934 loss: 0.1803 (0.1926) loss_rec_all: 0.2062 (0.2185) loss_rec_sfr: 0.2715 (0.2830) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [06:05:02.665281] Epoch: [260] [2540/2904] eta: 0:04:34 lr: 0.001934 loss: 0.1876 (0.1926) loss_rec_all: 0.2141 (0.2185) loss_rec_sfr: 0.2581 (0.2830) loss_cl: -0.2788 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [06:05:17.587329] Epoch: [260] [2560/2904] eta: 0:04:19 lr: 0.001934 loss: 0.1855 (0.1926) loss_rec_all: 0.2119 (0.2185) loss_rec_sfr: 0.2643 (0.2830) loss_cl: -0.2782 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [06:05:32.508135] Epoch: [260] [2580/2904] eta: 0:04:03 lr: 0.001934 loss: 0.1851 (0.1927) loss_rec_all: 0.2107 (0.2186) loss_rec_sfr: 0.2640 (0.2832) loss_cl: -0.2793 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [06:05:47.429980] Epoch: [260] [2600/2904] eta: 0:03:48 lr: 0.001934 loss: 0.1813 (0.1927) loss_rec_all: 0.2077 (0.2186) loss_rec_sfr: 0.2630 (0.2831) loss_cl: -0.2797 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [06:06:02.362817] Epoch: [260] [2620/2904] eta: 0:03:33 lr: 0.001934 loss: 0.1808 (0.1926) loss_rec_all: 0.2071 (0.2185) loss_rec_sfr: 0.2346 (0.2830) loss_cl: -0.2789 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [06:06:17.290438] Epoch: [260] [2640/2904] eta: 0:03:18 lr: 0.001933 loss: 0.1812 (0.1927) loss_rec_all: 0.2072 (0.2186) loss_rec_sfr: 0.2656 (0.2830) loss_cl: -0.2790 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [06:06:32.225641] Epoch: [260] [2660/2904] eta: 0:03:03 lr: 0.001933 loss: 0.1829 (0.1927) loss_rec_all: 0.2088 (0.2186) loss_rec_sfr: 0.2721 (0.2832) loss_cl: -0.2788 (-0.2788) time: 0.7467 data: 0.0003 max mem: 29860 [06:06:47.154621] Epoch: [260] [2680/2904] eta: 0:02:48 lr: 0.001933 loss: 0.1809 (0.1926) loss_rec_all: 0.2072 (0.2185) loss_rec_sfr: 0.2635 (0.2830) loss_cl: -0.2783 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [06:07:02.082614] Epoch: [260] [2700/2904] eta: 0:02:33 lr: 0.001933 loss: 0.1824 (0.1927) loss_rec_all: 0.2086 (0.2186) loss_rec_sfr: 0.2629 (0.2832) loss_cl: -0.2784 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [06:07:17.014496] Epoch: [260] [2720/2904] eta: 0:02:18 lr: 0.001933 loss: 0.1789 (0.1927) loss_rec_all: 0.2049 (0.2186) loss_rec_sfr: 0.2664 (0.2832) loss_cl: -0.2787 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [06:07:31.945170] Epoch: [260] [2740/2904] eta: 0:02:03 lr: 0.001933 loss: 0.1812 (0.1927) loss_rec_all: 0.2075 (0.2186) loss_rec_sfr: 0.2666 (0.2833) loss_cl: -0.2782 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [06:07:46.867097] Epoch: [260] [2760/2904] eta: 0:01:48 lr: 0.001933 loss: 0.1865 (0.1928) loss_rec_all: 0.2125 (0.2187) loss_rec_sfr: 0.2558 (0.2833) loss_cl: -0.2793 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [06:08:01.788992] Epoch: [260] [2780/2904] eta: 0:01:33 lr: 0.001933 loss: 0.1853 (0.1928) loss_rec_all: 0.2113 (0.2187) loss_rec_sfr: 0.2713 (0.2834) loss_cl: -0.2795 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [06:08:16.715399] Epoch: [260] [2800/2904] eta: 0:01:18 lr: 0.001933 loss: 0.1812 (0.1928) loss_rec_all: 0.2073 (0.2187) loss_rec_sfr: 0.2739 (0.2834) loss_cl: -0.2795 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [06:08:31.653457] Epoch: [260] [2820/2904] eta: 0:01:03 lr: 0.001933 loss: 0.1824 (0.1928) loss_rec_all: 0.2086 (0.2187) loss_rec_sfr: 0.2660 (0.2834) loss_cl: -0.2786 (-0.2788) time: 0.7469 data: 0.0002 max mem: 29860 [06:08:46.620088] Epoch: [260] [2840/2904] eta: 0:00:48 lr: 0.001933 loss: 0.1801 (0.1927) loss_rec_all: 0.2064 (0.2186) loss_rec_sfr: 0.2331 (0.2832) loss_cl: -0.2779 (-0.2788) time: 0.7483 data: 0.0025 max mem: 29860 [06:09:01.537054] Epoch: [260] [2860/2904] eta: 0:00:33 lr: 0.001933 loss: 0.1832 (0.1927) loss_rec_all: 0.2091 (0.2186) loss_rec_sfr: 0.2641 (0.2832) loss_cl: -0.2780 (-0.2788) time: 0.7458 data: 0.0001 max mem: 29860 [06:09:16.450550] Epoch: [260] [2880/2904] eta: 0:00:18 lr: 0.001933 loss: 0.1830 (0.1927) loss_rec_all: 0.2089 (0.2186) loss_rec_sfr: 0.2575 (0.2831) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0001 max mem: 29860 [06:09:31.364069] Epoch: [260] [2900/2904] eta: 0:00:03 lr: 0.001933 loss: 0.1818 (0.1927) loss_rec_all: 0.2075 (0.2186) loss_rec_sfr: 0.2754 (0.2830) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0001 max mem: 29860 [06:09:33.606823] Epoch: [260] [2903/2904] eta: 0:00:00 lr: 0.001933 loss: 0.1833 (0.1927) loss_rec_all: 0.2092 (0.2186) loss_rec_sfr: 0.2772 (0.2830) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0001 max mem: 29860 [06:09:35.698727] Epoch: [260] Total time: 0:36:26 (0.7530 s / it) [06:09:35.699599] Averaged stats: lr: 0.001933 loss: 0.1833 (0.1952) loss_rec_all: 0.2092 (0.2188) loss_rec_sfr: 0.2772 (0.2832) loss_cl: -0.2786 (-0.2556) [06:09:35.704261] log_dir: ./checkpoint/VF2_ViT-B [06:09:51.430227] Epoch: [261] [ 0/2904] eta: 12:41:03 lr: 0.001933 loss: 0.2484 (0.2484) loss_rec_all: 0.2730 (0.2730) loss_rec_sfr: 0.4658 (0.4658) loss_cl: -0.2784 (-0.2784) time: 15.7244 data: 9.6610 max mem: 29860 [06:10:09.105157] Epoch: [261] [ 20/2904] eta: 1:16:26 lr: 0.001933 loss: 0.1803 (0.1868) loss_rec_all: 0.2062 (0.2128) loss_rec_sfr: 0.2709 (0.2713) loss_cl: -0.2789 (-0.2791) time: 0.8837 data: 0.0432 max mem: 29860 [06:10:23.982100] Epoch: [261] [ 40/2904] eta: 0:56:12 lr: 0.001933 loss: 0.1848 (0.1938) loss_rec_all: 0.2108 (0.2197) loss_rec_sfr: 0.2744 (0.2920) loss_cl: -0.2787 (-0.2789) time: 0.7438 data: 0.0002 max mem: 29860 [06:10:38.861220] Epoch: [261] [ 60/2904] eta: 0:49:04 lr: 0.001933 loss: 0.1834 (0.1943) loss_rec_all: 0.2094 (0.2201) loss_rec_sfr: 0.2632 (0.2912) loss_cl: -0.2784 (-0.2787) time: 0.7439 data: 0.0002 max mem: 29860 [06:10:53.890527] Epoch: [261] [ 80/2904] eta: 0:45:25 lr: 0.001933 loss: 0.1819 (0.1929) loss_rec_all: 0.2081 (0.2188) loss_rec_sfr: 0.2589 (0.2845) loss_cl: -0.2789 (-0.2787) time: 0.7514 data: 0.0002 max mem: 29860 [06:11:08.793451] Epoch: [261] [ 100/2904] eta: 0:43:04 lr: 0.001933 loss: 0.1804 (0.1929) loss_rec_all: 0.2064 (0.2188) loss_rec_sfr: 0.2597 (0.2833) loss_cl: -0.2791 (-0.2787) time: 0.7451 data: 0.0002 max mem: 29860 [06:11:23.709442] Epoch: [261] [ 120/2904] eta: 0:41:24 lr: 0.001933 loss: 0.1834 (0.1928) loss_rec_all: 0.2096 (0.2187) loss_rec_sfr: 0.2628 (0.2826) loss_cl: -0.2786 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [06:11:38.622768] Epoch: [261] [ 140/2904] eta: 0:40:09 lr: 0.001933 loss: 0.1839 (0.1919) loss_rec_all: 0.2099 (0.2178) loss_rec_sfr: 0.2656 (0.2804) loss_cl: -0.2793 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [06:11:53.539199] Epoch: [261] [ 160/2904] eta: 0:39:09 lr: 0.001933 loss: 0.1823 (0.1923) loss_rec_all: 0.2087 (0.2182) loss_rec_sfr: 0.2577 (0.2809) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [06:12:08.455181] Epoch: [261] [ 180/2904] eta: 0:38:18 lr: 0.001933 loss: 0.1810 (0.1923) loss_rec_all: 0.2069 (0.2182) loss_rec_sfr: 0.2511 (0.2806) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [06:12:23.374388] Epoch: [261] [ 200/2904] eta: 0:37:35 lr: 0.001933 loss: 0.1824 (0.1919) loss_rec_all: 0.2086 (0.2178) loss_rec_sfr: 0.2542 (0.2790) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [06:12:38.299151] Epoch: [261] [ 220/2904] eta: 0:36:57 lr: 0.001933 loss: 0.1848 (0.1927) loss_rec_all: 0.2109 (0.2186) loss_rec_sfr: 0.2713 (0.2820) loss_cl: -0.2785 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [06:12:53.215943] Epoch: [261] [ 240/2904] eta: 0:36:23 lr: 0.001933 loss: 0.1824 (0.1930) loss_rec_all: 0.2090 (0.2189) loss_rec_sfr: 0.2580 (0.2821) loss_cl: -0.2793 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [06:13:08.159645] Epoch: [261] [ 260/2904] eta: 0:35:52 lr: 0.001933 loss: 0.1841 (0.1934) loss_rec_all: 0.2101 (0.2193) loss_rec_sfr: 0.2749 (0.2843) loss_cl: -0.2794 (-0.2788) time: 0.7471 data: 0.0002 max mem: 29860 [06:13:23.074020] Epoch: [261] [ 280/2904] eta: 0:35:23 lr: 0.001933 loss: 0.1801 (0.1930) loss_rec_all: 0.2060 (0.2189) loss_rec_sfr: 0.2639 (0.2833) loss_cl: -0.2790 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [06:13:37.993417] Epoch: [261] [ 300/2904] eta: 0:34:55 lr: 0.001933 loss: 0.1788 (0.1931) loss_rec_all: 0.2052 (0.2190) loss_rec_sfr: 0.2657 (0.2834) loss_cl: -0.2783 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [06:13:52.911096] Epoch: [261] [ 320/2904] eta: 0:34:30 lr: 0.001933 loss: 0.1792 (0.1927) loss_rec_all: 0.2055 (0.2186) loss_rec_sfr: 0.2312 (0.2822) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [06:14:07.825424] Epoch: [261] [ 340/2904] eta: 0:34:05 lr: 0.001933 loss: 0.1856 (0.1932) loss_rec_all: 0.2118 (0.2191) loss_rec_sfr: 0.2686 (0.2840) loss_cl: -0.2793 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [06:14:22.744812] Epoch: [261] [ 360/2904] eta: 0:33:42 lr: 0.001933 loss: 0.1834 (0.1931) loss_rec_all: 0.2092 (0.2190) loss_rec_sfr: 0.2690 (0.2837) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [06:14:37.677626] Epoch: [261] [ 380/2904] eta: 0:33:20 lr: 0.001933 loss: 0.1818 (0.1930) loss_rec_all: 0.2077 (0.2189) loss_rec_sfr: 0.2704 (0.2836) loss_cl: -0.2783 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [06:14:52.593939] Epoch: [261] [ 400/2904] eta: 0:32:58 lr: 0.001933 loss: 0.1824 (0.1930) loss_rec_all: 0.2084 (0.2189) loss_rec_sfr: 0.2625 (0.2832) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [06:15:07.513993] Epoch: [261] [ 420/2904] eta: 0:32:37 lr: 0.001933 loss: 0.1845 (0.1931) loss_rec_all: 0.2104 (0.2190) loss_rec_sfr: 0.2725 (0.2837) loss_cl: -0.2793 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [06:15:22.431370] Epoch: [261] [ 440/2904] eta: 0:32:17 lr: 0.001933 loss: 0.1896 (0.1936) loss_rec_all: 0.2155 (0.2195) loss_rec_sfr: 0.2774 (0.2852) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [06:15:37.351442] Epoch: [261] [ 460/2904] eta: 0:31:57 lr: 0.001933 loss: 0.1818 (0.1933) loss_rec_all: 0.2077 (0.2192) loss_rec_sfr: 0.2545 (0.2840) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [06:15:52.274021] Epoch: [261] [ 480/2904] eta: 0:31:37 lr: 0.001932 loss: 0.1839 (0.1936) loss_rec_all: 0.2105 (0.2195) loss_rec_sfr: 0.2655 (0.2845) loss_cl: -0.2796 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [06:16:07.192726] Epoch: [261] [ 500/2904] eta: 0:31:18 lr: 0.001932 loss: 0.1787 (0.1935) loss_rec_all: 0.2052 (0.2194) loss_rec_sfr: 0.2586 (0.2846) loss_cl: -0.2795 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [06:16:22.113400] Epoch: [261] [ 520/2904] eta: 0:30:59 lr: 0.001932 loss: 0.1829 (0.1933) loss_rec_all: 0.2088 (0.2192) loss_rec_sfr: 0.2661 (0.2841) loss_cl: -0.2792 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [06:16:37.037221] Epoch: [261] [ 540/2904] eta: 0:30:40 lr: 0.001932 loss: 0.1871 (0.1936) loss_rec_all: 0.2129 (0.2195) loss_rec_sfr: 0.2665 (0.2850) loss_cl: -0.2783 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [06:16:51.959321] Epoch: [261] [ 560/2904] eta: 0:30:22 lr: 0.001932 loss: 0.1812 (0.1934) loss_rec_all: 0.2071 (0.2193) loss_rec_sfr: 0.2567 (0.2842) loss_cl: -0.2785 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [06:17:06.880849] Epoch: [261] [ 580/2904] eta: 0:30:04 lr: 0.001932 loss: 0.1825 (0.1934) loss_rec_all: 0.2085 (0.2193) loss_rec_sfr: 0.2679 (0.2844) loss_cl: -0.2791 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [06:17:21.808633] Epoch: [261] [ 600/2904] eta: 0:29:46 lr: 0.001932 loss: 0.1838 (0.1933) loss_rec_all: 0.2099 (0.2192) loss_rec_sfr: 0.2627 (0.2845) loss_cl: -0.2794 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [06:17:36.733501] Epoch: [261] [ 620/2904] eta: 0:29:29 lr: 0.001932 loss: 0.1880 (0.1937) loss_rec_all: 0.2142 (0.2196) loss_rec_sfr: 0.2680 (0.2858) loss_cl: -0.2783 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [06:17:51.661996] Epoch: [261] [ 640/2904] eta: 0:29:11 lr: 0.001932 loss: 0.1849 (0.1938) loss_rec_all: 0.2107 (0.2196) loss_rec_sfr: 0.2667 (0.2859) loss_cl: -0.2780 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [06:18:06.581925] Epoch: [261] [ 660/2904] eta: 0:28:54 lr: 0.001932 loss: 0.1828 (0.1937) loss_rec_all: 0.2087 (0.2196) loss_rec_sfr: 0.2645 (0.2858) loss_cl: -0.2782 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [06:18:21.509337] Epoch: [261] [ 680/2904] eta: 0:28:37 lr: 0.001932 loss: 0.1811 (0.1936) loss_rec_all: 0.2077 (0.2195) loss_rec_sfr: 0.2656 (0.2853) loss_cl: -0.2797 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [06:18:36.440773] Epoch: [261] [ 700/2904] eta: 0:28:20 lr: 0.001932 loss: 0.1829 (0.1935) loss_rec_all: 0.2092 (0.2194) loss_rec_sfr: 0.2601 (0.2850) loss_cl: -0.2796 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [06:18:51.368476] Epoch: [261] [ 720/2904] eta: 0:28:03 lr: 0.001932 loss: 0.1815 (0.1934) loss_rec_all: 0.2074 (0.2193) loss_rec_sfr: 0.2621 (0.2848) loss_cl: -0.2788 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [06:19:06.292361] Epoch: [261] [ 740/2904] eta: 0:27:46 lr: 0.001932 loss: 0.1822 (0.1934) loss_rec_all: 0.2082 (0.2193) loss_rec_sfr: 0.2711 (0.2849) loss_cl: -0.2782 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [06:19:21.215492] Epoch: [261] [ 760/2904] eta: 0:27:29 lr: 0.001932 loss: 0.1925 (0.1939) loss_rec_all: 0.2185 (0.2197) loss_rec_sfr: 0.2726 (0.2863) loss_cl: -0.2787 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [06:19:36.143046] Epoch: [261] [ 780/2904] eta: 0:27:12 lr: 0.001932 loss: 0.1832 (0.1940) loss_rec_all: 0.2097 (0.2199) loss_rec_sfr: 0.2606 (0.2867) loss_cl: -0.2796 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [06:19:51.069376] Epoch: [261] [ 800/2904] eta: 0:26:56 lr: 0.001932 loss: 0.1868 (0.1942) loss_rec_all: 0.2125 (0.2200) loss_rec_sfr: 0.2744 (0.2873) loss_cl: -0.2781 (-0.2788) time: 0.7463 data: 0.0004 max mem: 29860 [06:20:05.992158] Epoch: [261] [ 820/2904] eta: 0:26:39 lr: 0.001932 loss: 0.1837 (0.1942) loss_rec_all: 0.2099 (0.2201) loss_rec_sfr: 0.2654 (0.2873) loss_cl: -0.2779 (-0.2788) time: 0.7461 data: 0.0004 max mem: 29860 [06:20:20.912767] Epoch: [261] [ 840/2904] eta: 0:26:23 lr: 0.001932 loss: 0.1807 (0.1940) loss_rec_all: 0.2067 (0.2198) loss_rec_sfr: 0.2292 (0.2865) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [06:20:35.829709] Epoch: [261] [ 860/2904] eta: 0:26:07 lr: 0.001932 loss: 0.1820 (0.1939) loss_rec_all: 0.2079 (0.2197) loss_rec_sfr: 0.2720 (0.2865) loss_cl: -0.2797 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [06:20:50.754108] Epoch: [261] [ 880/2904] eta: 0:25:50 lr: 0.001932 loss: 0.1817 (0.1938) loss_rec_all: 0.2077 (0.2197) loss_rec_sfr: 0.2667 (0.2863) loss_cl: -0.2787 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [06:21:05.676566] Epoch: [261] [ 900/2904] eta: 0:25:34 lr: 0.001932 loss: 0.1830 (0.1939) loss_rec_all: 0.2092 (0.2198) loss_rec_sfr: 0.2746 (0.2869) loss_cl: -0.2782 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [06:21:20.599011] Epoch: [261] [ 920/2904] eta: 0:25:18 lr: 0.001932 loss: 0.1885 (0.1942) loss_rec_all: 0.2143 (0.2201) loss_rec_sfr: 0.2681 (0.2878) loss_cl: -0.2778 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [06:21:35.526001] Epoch: [261] [ 940/2904] eta: 0:25:02 lr: 0.001932 loss: 0.1803 (0.1940) loss_rec_all: 0.2063 (0.2198) loss_rec_sfr: 0.2235 (0.2869) loss_cl: -0.2790 (-0.2788) time: 0.7463 data: 0.0003 max mem: 29860 [06:21:50.442433] Epoch: [261] [ 960/2904] eta: 0:24:46 lr: 0.001932 loss: 0.1824 (0.1938) loss_rec_all: 0.2085 (0.2197) loss_rec_sfr: 0.2747 (0.2867) loss_cl: -0.2803 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [06:22:05.358974] Epoch: [261] [ 980/2904] eta: 0:24:30 lr: 0.001932 loss: 0.1805 (0.1936) loss_rec_all: 0.2065 (0.2195) loss_rec_sfr: 0.2754 (0.2861) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [06:22:20.276159] Epoch: [261] [1000/2904] eta: 0:24:14 lr: 0.001932 loss: 0.1820 (0.1935) loss_rec_all: 0.2080 (0.2194) loss_rec_sfr: 0.2655 (0.2860) loss_cl: -0.2783 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [06:22:35.200287] Epoch: [261] [1020/2904] eta: 0:23:58 lr: 0.001932 loss: 0.1868 (0.1935) loss_rec_all: 0.2128 (0.2194) loss_rec_sfr: 0.2600 (0.2858) loss_cl: -0.2794 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [06:22:50.116368] Epoch: [261] [1040/2904] eta: 0:23:42 lr: 0.001932 loss: 0.1834 (0.1934) loss_rec_all: 0.2095 (0.2192) loss_rec_sfr: 0.2667 (0.2853) loss_cl: -0.2798 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [06:23:05.046950] Epoch: [261] [1060/2904] eta: 0:23:26 lr: 0.001932 loss: 0.1830 (0.1935) loss_rec_all: 0.2090 (0.2194) loss_rec_sfr: 0.2741 (0.2860) loss_cl: -0.2783 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [06:23:19.967836] Epoch: [261] [1080/2904] eta: 0:23:10 lr: 0.001932 loss: 0.1819 (0.1935) loss_rec_all: 0.2081 (0.2193) loss_rec_sfr: 0.2704 (0.2859) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [06:23:34.891788] Epoch: [261] [1100/2904] eta: 0:22:54 lr: 0.001932 loss: 0.1815 (0.1932) loss_rec_all: 0.2078 (0.2191) loss_rec_sfr: 0.2332 (0.2851) loss_cl: -0.2792 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [06:23:49.822754] Epoch: [261] [1120/2904] eta: 0:22:39 lr: 0.001932 loss: 0.1787 (0.1930) loss_rec_all: 0.2050 (0.2189) loss_rec_sfr: 0.2564 (0.2845) loss_cl: -0.2793 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [06:24:04.743618] Epoch: [261] [1140/2904] eta: 0:22:23 lr: 0.001932 loss: 0.1796 (0.1930) loss_rec_all: 0.2058 (0.2189) loss_rec_sfr: 0.2609 (0.2843) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [06:24:19.664075] Epoch: [261] [1160/2904] eta: 0:22:07 lr: 0.001932 loss: 0.1848 (0.1931) loss_rec_all: 0.2109 (0.2189) loss_rec_sfr: 0.2645 (0.2845) loss_cl: -0.2799 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [06:24:34.586882] Epoch: [261] [1180/2904] eta: 0:21:52 lr: 0.001932 loss: 0.1801 (0.1929) loss_rec_all: 0.2064 (0.2188) loss_rec_sfr: 0.2604 (0.2840) loss_cl: -0.2796 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [06:24:49.503954] Epoch: [261] [1200/2904] eta: 0:21:36 lr: 0.001932 loss: 0.1816 (0.1928) loss_rec_all: 0.2080 (0.2187) loss_rec_sfr: 0.2729 (0.2839) loss_cl: -0.2803 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [06:25:04.423208] Epoch: [261] [1220/2904] eta: 0:21:20 lr: 0.001931 loss: 0.1811 (0.1928) loss_rec_all: 0.2077 (0.2187) loss_rec_sfr: 0.2726 (0.2838) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [06:25:19.345825] Epoch: [261] [1240/2904] eta: 0:21:05 lr: 0.001931 loss: 0.1814 (0.1927) loss_rec_all: 0.2077 (0.2186) loss_rec_sfr: 0.2658 (0.2837) loss_cl: -0.2801 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [06:25:34.272023] Epoch: [261] [1260/2904] eta: 0:20:49 lr: 0.001931 loss: 0.1833 (0.1927) loss_rec_all: 0.2099 (0.2186) loss_rec_sfr: 0.2637 (0.2836) loss_cl: -0.2784 (-0.2788) time: 0.7463 data: 0.0003 max mem: 29860 [06:25:49.196545] Epoch: [261] [1280/2904] eta: 0:20:34 lr: 0.001931 loss: 0.1857 (0.1928) loss_rec_all: 0.2119 (0.2187) loss_rec_sfr: 0.2692 (0.2837) loss_cl: -0.2793 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [06:26:04.112537] Epoch: [261] [1300/2904] eta: 0:20:18 lr: 0.001931 loss: 0.1809 (0.1928) loss_rec_all: 0.2070 (0.2187) loss_rec_sfr: 0.2579 (0.2837) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [06:26:19.037877] Epoch: [261] [1320/2904] eta: 0:20:03 lr: 0.001931 loss: 0.1889 (0.1928) loss_rec_all: 0.2150 (0.2187) loss_rec_sfr: 0.2708 (0.2838) loss_cl: -0.2781 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [06:26:33.953025] Epoch: [261] [1340/2904] eta: 0:19:47 lr: 0.001931 loss: 0.1829 (0.1928) loss_rec_all: 0.2089 (0.2187) loss_rec_sfr: 0.2629 (0.2838) loss_cl: -0.2783 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [06:26:48.865615] Epoch: [261] [1360/2904] eta: 0:19:32 lr: 0.001931 loss: 0.1824 (0.1927) loss_rec_all: 0.2084 (0.2186) loss_rec_sfr: 0.2666 (0.2833) loss_cl: -0.2795 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [06:27:03.789620] Epoch: [261] [1380/2904] eta: 0:19:16 lr: 0.001931 loss: 0.1844 (0.1928) loss_rec_all: 0.2103 (0.2187) loss_rec_sfr: 0.2660 (0.2834) loss_cl: -0.2792 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [06:27:18.704248] Epoch: [261] [1400/2904] eta: 0:19:01 lr: 0.001931 loss: 0.1850 (0.1927) loss_rec_all: 0.2112 (0.2186) loss_rec_sfr: 0.2600 (0.2831) loss_cl: -0.2796 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [06:27:33.622076] Epoch: [261] [1420/2904] eta: 0:18:45 lr: 0.001931 loss: 0.1827 (0.1927) loss_rec_all: 0.2087 (0.2186) loss_rec_sfr: 0.2513 (0.2829) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [06:27:48.544459] Epoch: [261] [1440/2904] eta: 0:18:30 lr: 0.001931 loss: 0.1842 (0.1927) loss_rec_all: 0.2105 (0.2186) loss_rec_sfr: 0.2669 (0.2830) loss_cl: -0.2785 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [06:28:03.464449] Epoch: [261] [1460/2904] eta: 0:18:14 lr: 0.001931 loss: 0.1824 (0.1926) loss_rec_all: 0.2088 (0.2185) loss_rec_sfr: 0.2587 (0.2829) loss_cl: -0.2794 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [06:28:18.369909] Epoch: [261] [1480/2904] eta: 0:17:59 lr: 0.001931 loss: 0.1790 (0.1926) loss_rec_all: 0.2049 (0.2185) loss_rec_sfr: 0.2711 (0.2828) loss_cl: -0.2790 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [06:28:33.289202] Epoch: [261] [1500/2904] eta: 0:17:44 lr: 0.001931 loss: 0.1838 (0.1925) loss_rec_all: 0.2104 (0.2184) loss_rec_sfr: 0.2659 (0.2826) loss_cl: -0.2794 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [06:28:48.207060] Epoch: [261] [1520/2904] eta: 0:17:28 lr: 0.001931 loss: 0.1796 (0.1924) loss_rec_all: 0.2055 (0.2183) loss_rec_sfr: 0.2329 (0.2822) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [06:29:03.123301] Epoch: [261] [1540/2904] eta: 0:17:13 lr: 0.001931 loss: 0.1820 (0.1923) loss_rec_all: 0.2083 (0.2182) loss_rec_sfr: 0.2685 (0.2820) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [06:29:18.045370] Epoch: [261] [1560/2904] eta: 0:16:57 lr: 0.001931 loss: 0.1876 (0.1924) loss_rec_all: 0.2141 (0.2183) loss_rec_sfr: 0.2633 (0.2821) loss_cl: -0.2786 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [06:29:32.967509] Epoch: [261] [1580/2904] eta: 0:16:42 lr: 0.001931 loss: 0.1812 (0.1924) loss_rec_all: 0.2072 (0.2183) loss_rec_sfr: 0.2614 (0.2821) loss_cl: -0.2788 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [06:29:47.879323] Epoch: [261] [1600/2904] eta: 0:16:27 lr: 0.001931 loss: 0.1867 (0.1925) loss_rec_all: 0.2126 (0.2184) loss_rec_sfr: 0.2809 (0.2824) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [06:30:02.797790] Epoch: [261] [1620/2904] eta: 0:16:11 lr: 0.001931 loss: 0.1837 (0.1924) loss_rec_all: 0.2098 (0.2183) loss_rec_sfr: 0.2693 (0.2823) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [06:30:17.711186] Epoch: [261] [1640/2904] eta: 0:15:56 lr: 0.001931 loss: 0.1874 (0.1925) loss_rec_all: 0.2134 (0.2184) loss_rec_sfr: 0.2786 (0.2826) loss_cl: -0.2793 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [06:30:32.628524] Epoch: [261] [1660/2904] eta: 0:15:41 lr: 0.001931 loss: 0.1840 (0.1926) loss_rec_all: 0.2100 (0.2185) loss_rec_sfr: 0.2652 (0.2828) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [06:30:47.545083] Epoch: [261] [1680/2904] eta: 0:15:26 lr: 0.001931 loss: 0.1892 (0.1927) loss_rec_all: 0.2151 (0.2185) loss_rec_sfr: 0.2683 (0.2831) loss_cl: -0.2781 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [06:31:02.462038] Epoch: [261] [1700/2904] eta: 0:15:10 lr: 0.001931 loss: 0.1823 (0.1926) loss_rec_all: 0.2084 (0.2185) loss_rec_sfr: 0.2574 (0.2829) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [06:31:17.382853] Epoch: [261] [1720/2904] eta: 0:14:55 lr: 0.001931 loss: 0.1788 (0.1926) loss_rec_all: 0.2050 (0.2185) loss_rec_sfr: 0.2672 (0.2828) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [06:31:32.304633] Epoch: [261] [1740/2904] eta: 0:14:40 lr: 0.001931 loss: 0.1804 (0.1926) loss_rec_all: 0.2068 (0.2185) loss_rec_sfr: 0.2592 (0.2827) loss_cl: -0.2800 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [06:31:47.224687] Epoch: [261] [1760/2904] eta: 0:14:24 lr: 0.001931 loss: 0.1834 (0.1926) loss_rec_all: 0.2092 (0.2185) loss_rec_sfr: 0.2681 (0.2828) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [06:32:02.149200] Epoch: [261] [1780/2904] eta: 0:14:09 lr: 0.001931 loss: 0.1837 (0.1926) loss_rec_all: 0.2095 (0.2185) loss_rec_sfr: 0.2648 (0.2829) loss_cl: -0.2786 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [06:32:17.069337] Epoch: [261] [1800/2904] eta: 0:13:54 lr: 0.001931 loss: 0.1808 (0.1926) loss_rec_all: 0.2070 (0.2185) loss_rec_sfr: 0.2666 (0.2828) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [06:32:31.988106] Epoch: [261] [1820/2904] eta: 0:13:39 lr: 0.001931 loss: 0.1823 (0.1925) loss_rec_all: 0.2086 (0.2184) loss_rec_sfr: 0.2636 (0.2825) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [06:32:46.905744] Epoch: [261] [1840/2904] eta: 0:13:23 lr: 0.001931 loss: 0.1805 (0.1926) loss_rec_all: 0.2069 (0.2185) loss_rec_sfr: 0.2328 (0.2828) loss_cl: -0.2796 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [06:33:01.830918] Epoch: [261] [1860/2904] eta: 0:13:08 lr: 0.001931 loss: 0.1844 (0.1927) loss_rec_all: 0.2105 (0.2186) loss_rec_sfr: 0.2689 (0.2831) loss_cl: -0.2784 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [06:33:16.749508] Epoch: [261] [1880/2904] eta: 0:12:53 lr: 0.001931 loss: 0.1819 (0.1927) loss_rec_all: 0.2079 (0.2186) loss_rec_sfr: 0.2350 (0.2830) loss_cl: -0.2783 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [06:33:31.676753] Epoch: [261] [1900/2904] eta: 0:12:38 lr: 0.001931 loss: 0.1854 (0.1928) loss_rec_all: 0.2113 (0.2187) loss_rec_sfr: 0.2638 (0.2832) loss_cl: -0.2794 (-0.2788) time: 0.7463 data: 0.0003 max mem: 29860 [06:33:46.603180] Epoch: [261] [1920/2904] eta: 0:12:23 lr: 0.001931 loss: 0.1825 (0.1927) loss_rec_all: 0.2083 (0.2186) loss_rec_sfr: 0.2614 (0.2831) loss_cl: -0.2782 (-0.2788) time: 0.7463 data: 0.0003 max mem: 29860 [06:34:01.519821] Epoch: [261] [1940/2904] eta: 0:12:07 lr: 0.001931 loss: 0.1812 (0.1928) loss_rec_all: 0.2072 (0.2187) loss_rec_sfr: 0.2646 (0.2835) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [06:34:16.439343] Epoch: [261] [1960/2904] eta: 0:11:52 lr: 0.001930 loss: 0.1814 (0.1928) loss_rec_all: 0.2079 (0.2187) loss_rec_sfr: 0.2693 (0.2834) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [06:34:31.361831] Epoch: [261] [1980/2904] eta: 0:11:37 lr: 0.001930 loss: 0.1832 (0.1928) loss_rec_all: 0.2090 (0.2187) loss_rec_sfr: 0.2665 (0.2835) loss_cl: -0.2787 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [06:34:46.279445] Epoch: [261] [2000/2904] eta: 0:11:22 lr: 0.001930 loss: 0.1807 (0.1927) loss_rec_all: 0.2066 (0.2186) loss_rec_sfr: 0.2293 (0.2833) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [06:35:01.206475] Epoch: [261] [2020/2904] eta: 0:11:07 lr: 0.001930 loss: 0.1827 (0.1929) loss_rec_all: 0.2089 (0.2188) loss_rec_sfr: 0.2753 (0.2837) loss_cl: -0.2791 (-0.2788) time: 0.7463 data: 0.0003 max mem: 29860 [06:35:16.131917] Epoch: [261] [2040/2904] eta: 0:10:52 lr: 0.001930 loss: 0.1815 (0.1928) loss_rec_all: 0.2076 (0.2187) loss_rec_sfr: 0.2586 (0.2834) loss_cl: -0.2788 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [06:35:31.054657] Epoch: [261] [2060/2904] eta: 0:10:36 lr: 0.001930 loss: 0.1876 (0.1928) loss_rec_all: 0.2139 (0.2187) loss_rec_sfr: 0.2593 (0.2834) loss_cl: -0.2784 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [06:35:45.976286] Epoch: [261] [2080/2904] eta: 0:10:21 lr: 0.001930 loss: 0.1842 (0.1929) loss_rec_all: 0.2101 (0.2188) loss_rec_sfr: 0.2714 (0.2835) loss_cl: -0.2791 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [06:36:00.894096] Epoch: [261] [2100/2904] eta: 0:10:06 lr: 0.001930 loss: 0.1796 (0.1928) loss_rec_all: 0.2059 (0.2187) loss_rec_sfr: 0.2283 (0.2833) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [06:36:15.812931] Epoch: [261] [2120/2904] eta: 0:09:51 lr: 0.001930 loss: 0.1848 (0.1930) loss_rec_all: 0.2107 (0.2188) loss_rec_sfr: 0.2697 (0.2836) loss_cl: -0.2795 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [06:36:30.732584] Epoch: [261] [2140/2904] eta: 0:09:36 lr: 0.001930 loss: 0.1829 (0.1930) loss_rec_all: 0.2094 (0.2188) loss_rec_sfr: 0.2627 (0.2835) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [06:36:45.658051] Epoch: [261] [2160/2904] eta: 0:09:21 lr: 0.001930 loss: 0.1842 (0.1930) loss_rec_all: 0.2100 (0.2189) loss_rec_sfr: 0.2675 (0.2836) loss_cl: -0.2784 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [06:37:00.582780] Epoch: [261] [2180/2904] eta: 0:09:05 lr: 0.001930 loss: 0.1854 (0.1930) loss_rec_all: 0.2113 (0.2189) loss_rec_sfr: 0.2600 (0.2836) loss_cl: -0.2786 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [06:37:15.505231] Epoch: [261] [2200/2904] eta: 0:08:50 lr: 0.001930 loss: 0.1835 (0.1930) loss_rec_all: 0.2098 (0.2189) loss_rec_sfr: 0.2325 (0.2834) loss_cl: -0.2785 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [06:37:30.425284] Epoch: [261] [2220/2904] eta: 0:08:35 lr: 0.001930 loss: 0.1816 (0.1930) loss_rec_all: 0.2079 (0.2189) loss_rec_sfr: 0.2616 (0.2835) loss_cl: -0.2783 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [06:37:45.344622] Epoch: [261] [2240/2904] eta: 0:08:20 lr: 0.001930 loss: 0.1815 (0.1930) loss_rec_all: 0.2077 (0.2189) loss_rec_sfr: 0.2718 (0.2835) loss_cl: -0.2794 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [06:38:00.266179] Epoch: [261] [2260/2904] eta: 0:08:05 lr: 0.001930 loss: 0.1863 (0.1930) loss_rec_all: 0.2123 (0.2189) loss_rec_sfr: 0.2699 (0.2836) loss_cl: -0.2798 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [06:38:15.187993] Epoch: [261] [2280/2904] eta: 0:07:50 lr: 0.001930 loss: 0.1827 (0.1930) loss_rec_all: 0.2086 (0.2189) loss_rec_sfr: 0.2791 (0.2837) loss_cl: -0.2795 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [06:38:30.121982] Epoch: [261] [2300/2904] eta: 0:07:35 lr: 0.001930 loss: 0.1784 (0.1929) loss_rec_all: 0.2047 (0.2188) loss_rec_sfr: 0.2257 (0.2834) loss_cl: -0.2784 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [06:38:45.053785] Epoch: [261] [2320/2904] eta: 0:07:20 lr: 0.001930 loss: 0.1833 (0.1930) loss_rec_all: 0.2098 (0.2189) loss_rec_sfr: 0.2648 (0.2835) loss_cl: -0.2794 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [06:38:59.974753] Epoch: [261] [2340/2904] eta: 0:07:05 lr: 0.001930 loss: 0.1844 (0.1930) loss_rec_all: 0.2105 (0.2189) loss_rec_sfr: 0.2664 (0.2835) loss_cl: -0.2784 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [06:39:14.900302] Epoch: [261] [2360/2904] eta: 0:06:49 lr: 0.001930 loss: 0.1790 (0.1929) loss_rec_all: 0.2054 (0.2188) loss_rec_sfr: 0.2617 (0.2833) loss_cl: -0.2786 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [06:39:29.822704] Epoch: [261] [2380/2904] eta: 0:06:34 lr: 0.001930 loss: 0.1830 (0.1929) loss_rec_all: 0.2088 (0.2188) loss_rec_sfr: 0.2734 (0.2836) loss_cl: -0.2794 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [06:39:44.740412] Epoch: [261] [2400/2904] eta: 0:06:19 lr: 0.001930 loss: 0.1814 (0.1929) loss_rec_all: 0.2078 (0.2188) loss_rec_sfr: 0.2704 (0.2836) loss_cl: -0.2781 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [06:39:59.662684] Epoch: [261] [2420/2904] eta: 0:06:04 lr: 0.001930 loss: 0.1832 (0.1929) loss_rec_all: 0.2094 (0.2188) loss_rec_sfr: 0.2580 (0.2836) loss_cl: -0.2791 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [06:40:14.587534] Epoch: [261] [2440/2904] eta: 0:05:49 lr: 0.001930 loss: 0.1815 (0.1929) loss_rec_all: 0.2075 (0.2188) loss_rec_sfr: 0.2708 (0.2836) loss_cl: -0.2797 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [06:40:29.510822] Epoch: [261] [2460/2904] eta: 0:05:34 lr: 0.001930 loss: 0.1791 (0.1929) loss_rec_all: 0.2051 (0.2188) loss_rec_sfr: 0.2721 (0.2835) loss_cl: -0.2785 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [06:40:44.432301] Epoch: [261] [2480/2904] eta: 0:05:19 lr: 0.001930 loss: 0.1837 (0.1929) loss_rec_all: 0.2098 (0.2188) loss_rec_sfr: 0.2231 (0.2834) loss_cl: -0.2782 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [06:40:59.355229] Epoch: [261] [2500/2904] eta: 0:05:04 lr: 0.001930 loss: 0.1834 (0.1929) loss_rec_all: 0.2095 (0.2188) loss_rec_sfr: 0.2804 (0.2835) loss_cl: -0.2780 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [06:41:14.274111] Epoch: [261] [2520/2904] eta: 0:04:49 lr: 0.001930 loss: 0.1810 (0.1929) loss_rec_all: 0.2070 (0.2188) loss_rec_sfr: 0.2590 (0.2835) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [06:41:29.190205] Epoch: [261] [2540/2904] eta: 0:04:34 lr: 0.001930 loss: 0.1810 (0.1928) loss_rec_all: 0.2070 (0.2187) loss_rec_sfr: 0.2595 (0.2832) loss_cl: -0.2795 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [06:41:44.113471] Epoch: [261] [2560/2904] eta: 0:04:19 lr: 0.001930 loss: 0.1844 (0.1929) loss_rec_all: 0.2108 (0.2188) loss_rec_sfr: 0.2764 (0.2834) loss_cl: -0.2801 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [06:41:59.037510] Epoch: [261] [2580/2904] eta: 0:04:03 lr: 0.001930 loss: 0.1856 (0.1929) loss_rec_all: 0.2120 (0.2188) loss_rec_sfr: 0.2628 (0.2835) loss_cl: -0.2787 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [06:42:13.956799] Epoch: [261] [2600/2904] eta: 0:03:48 lr: 0.001930 loss: 0.1852 (0.1929) loss_rec_all: 0.2109 (0.2188) loss_rec_sfr: 0.2655 (0.2836) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [06:42:28.876321] Epoch: [261] [2620/2904] eta: 0:03:33 lr: 0.001930 loss: 0.1831 (0.1930) loss_rec_all: 0.2093 (0.2189) loss_rec_sfr: 0.2639 (0.2837) loss_cl: -0.2779 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [06:42:43.795674] Epoch: [261] [2640/2904] eta: 0:03:18 lr: 0.001930 loss: 0.1832 (0.1930) loss_rec_all: 0.2094 (0.2189) loss_rec_sfr: 0.2585 (0.2838) loss_cl: -0.2781 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [06:42:58.720556] Epoch: [261] [2660/2904] eta: 0:03:03 lr: 0.001930 loss: 0.1826 (0.1930) loss_rec_all: 0.2086 (0.2188) loss_rec_sfr: 0.2682 (0.2836) loss_cl: -0.2790 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [06:43:13.642897] Epoch: [261] [2680/2904] eta: 0:02:48 lr: 0.001930 loss: 0.1849 (0.1930) loss_rec_all: 0.2109 (0.2189) loss_rec_sfr: 0.2772 (0.2838) loss_cl: -0.2792 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [06:43:28.560788] Epoch: [261] [2700/2904] eta: 0:02:33 lr: 0.001929 loss: 0.1809 (0.1930) loss_rec_all: 0.2068 (0.2188) loss_rec_sfr: 0.2642 (0.2837) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [06:43:43.484139] Epoch: [261] [2720/2904] eta: 0:02:18 lr: 0.001929 loss: 0.1837 (0.1930) loss_rec_all: 0.2100 (0.2189) loss_rec_sfr: 0.2590 (0.2839) loss_cl: -0.2796 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [06:43:58.401816] Epoch: [261] [2740/2904] eta: 0:02:03 lr: 0.001929 loss: 0.1833 (0.1930) loss_rec_all: 0.2094 (0.2189) loss_rec_sfr: 0.2638 (0.2839) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [06:44:13.324157] Epoch: [261] [2760/2904] eta: 0:01:48 lr: 0.001929 loss: 0.1830 (0.1930) loss_rec_all: 0.2088 (0.2189) loss_rec_sfr: 0.2617 (0.2838) loss_cl: -0.2789 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [06:44:28.240605] Epoch: [261] [2780/2904] eta: 0:01:33 lr: 0.001929 loss: 0.1785 (0.1930) loss_rec_all: 0.2048 (0.2189) loss_rec_sfr: 0.2372 (0.2838) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [06:44:43.159316] Epoch: [261] [2800/2904] eta: 0:01:18 lr: 0.001929 loss: 0.1850 (0.1930) loss_rec_all: 0.2112 (0.2189) loss_rec_sfr: 0.2693 (0.2839) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [06:44:58.079223] Epoch: [261] [2820/2904] eta: 0:01:03 lr: 0.001929 loss: 0.1826 (0.1930) loss_rec_all: 0.2087 (0.2189) loss_rec_sfr: 0.2336 (0.2838) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [06:45:13.032472] Epoch: [261] [2840/2904] eta: 0:00:48 lr: 0.001929 loss: 0.1803 (0.1930) loss_rec_all: 0.2067 (0.2189) loss_rec_sfr: 0.2638 (0.2838) loss_cl: -0.2787 (-0.2788) time: 0.7476 data: 0.0024 max mem: 29860 [06:45:27.938583] Epoch: [261] [2860/2904] eta: 0:00:33 lr: 0.001929 loss: 0.1828 (0.1930) loss_rec_all: 0.2088 (0.2189) loss_rec_sfr: 0.2607 (0.2836) loss_cl: -0.2790 (-0.2788) time: 0.7453 data: 0.0001 max mem: 29860 [06:45:42.845639] Epoch: [261] [2880/2904] eta: 0:00:18 lr: 0.001929 loss: 0.1861 (0.1930) loss_rec_all: 0.2124 (0.2189) loss_rec_sfr: 0.2760 (0.2838) loss_cl: -0.2793 (-0.2788) time: 0.7453 data: 0.0001 max mem: 29860 [06:45:57.751131] Epoch: [261] [2900/2904] eta: 0:00:03 lr: 0.001929 loss: 0.1821 (0.1930) loss_rec_all: 0.2081 (0.2189) loss_rec_sfr: 0.2640 (0.2838) loss_cl: -0.2790 (-0.2788) time: 0.7452 data: 0.0001 max mem: 29860 [06:45:59.993607] Epoch: [261] [2903/2904] eta: 0:00:00 lr: 0.001929 loss: 0.1863 (0.1930) loss_rec_all: 0.2126 (0.2189) loss_rec_sfr: 0.2674 (0.2838) loss_cl: -0.2789 (-0.2788) time: 0.7452 data: 0.0001 max mem: 29860 [06:46:02.158488] Epoch: [261] Total time: 0:36:26 (0.7529 s / it) [06:46:02.159800] Averaged stats: lr: 0.001929 loss: 0.1863 (0.1952) loss_rec_all: 0.2126 (0.2187) loss_rec_sfr: 0.2674 (0.2826) loss_cl: -0.2789 (-0.2556) [06:46:02.164569] log_dir: ./checkpoint/VF2_ViT-B [06:46:21.289323] Epoch: [262] [ 0/2904] eta: 15:25:34 lr: 0.001929 loss: 0.1807 (0.1807) loss_rec_all: 0.2069 (0.2069) loss_rec_sfr: 0.2297 (0.2297) loss_cl: -0.2788 (-0.2788) time: 19.1236 data: 16.2964 max mem: 29860 [06:46:36.185444] Epoch: [262] [ 20/2904] eta: 1:17:51 lr: 0.001929 loss: 0.1855 (0.1978) loss_rec_all: 0.2119 (0.2236) loss_rec_sfr: 0.2754 (0.2966) loss_cl: -0.2786 (-0.2790) time: 0.7448 data: 0.0003 max mem: 29860 [06:46:51.074709] Epoch: [262] [ 40/2904] eta: 0:56:56 lr: 0.001929 loss: 0.1841 (0.1986) loss_rec_all: 0.2098 (0.2244) loss_rec_sfr: 0.2707 (0.3048) loss_cl: -0.2784 (-0.2788) time: 0.7444 data: 0.0003 max mem: 29860 [06:47:05.959293] Epoch: [262] [ 60/2904] eta: 0:49:34 lr: 0.001929 loss: 0.1804 (0.1976) loss_rec_all: 0.2067 (0.2234) loss_rec_sfr: 0.2604 (0.3016) loss_cl: -0.2783 (-0.2788) time: 0.7442 data: 0.0002 max mem: 29860 [06:47:20.861294] Epoch: [262] [ 80/2904] eta: 0:45:43 lr: 0.001929 loss: 0.1825 (0.1961) loss_rec_all: 0.2082 (0.2219) loss_rec_sfr: 0.2749 (0.2963) loss_cl: -0.2778 (-0.2787) time: 0.7450 data: 0.0003 max mem: 29860 [06:47:35.770984] Epoch: [262] [ 100/2904] eta: 0:43:18 lr: 0.001929 loss: 0.1771 (0.1952) loss_rec_all: 0.2037 (0.2210) loss_rec_sfr: 0.2616 (0.2926) loss_cl: -0.2784 (-0.2787) time: 0.7454 data: 0.0003 max mem: 29860 [06:47:50.685785] Epoch: [262] [ 120/2904] eta: 0:41:36 lr: 0.001929 loss: 0.1859 (0.1939) loss_rec_all: 0.2118 (0.2198) loss_rec_sfr: 0.2675 (0.2884) loss_cl: -0.2774 (-0.2785) time: 0.7457 data: 0.0003 max mem: 29860 [06:48:05.605601] Epoch: [262] [ 140/2904] eta: 0:40:19 lr: 0.001929 loss: 0.1843 (0.1932) loss_rec_all: 0.2103 (0.2190) loss_rec_sfr: 0.2612 (0.2870) loss_cl: -0.2781 (-0.2785) time: 0.7459 data: 0.0002 max mem: 29860 [06:48:20.527449] Epoch: [262] [ 160/2904] eta: 0:39:18 lr: 0.001929 loss: 0.1859 (0.1929) loss_rec_all: 0.2119 (0.2187) loss_rec_sfr: 0.2630 (0.2852) loss_cl: -0.2801 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [06:48:35.446274] Epoch: [262] [ 180/2904] eta: 0:38:26 lr: 0.001929 loss: 0.1819 (0.1929) loss_rec_all: 0.2078 (0.2187) loss_rec_sfr: 0.2658 (0.2859) loss_cl: -0.2792 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [06:48:50.364372] Epoch: [262] [ 200/2904] eta: 0:37:42 lr: 0.001929 loss: 0.1832 (0.1923) loss_rec_all: 0.2097 (0.2182) loss_rec_sfr: 0.2495 (0.2833) loss_cl: -0.2792 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [06:49:05.286964] Epoch: [262] [ 220/2904] eta: 0:37:03 lr: 0.001929 loss: 0.1784 (0.1914) loss_rec_all: 0.2044 (0.2173) loss_rec_sfr: 0.2634 (0.2805) loss_cl: -0.2797 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [06:49:20.237381] Epoch: [262] [ 240/2904] eta: 0:36:29 lr: 0.001929 loss: 0.1801 (0.1914) loss_rec_all: 0.2065 (0.2173) loss_rec_sfr: 0.2507 (0.2798) loss_cl: -0.2795 (-0.2788) time: 0.7475 data: 0.0002 max mem: 29860 [06:49:35.157333] Epoch: [262] [ 260/2904] eta: 0:35:57 lr: 0.001929 loss: 0.1796 (0.1911) loss_rec_all: 0.2059 (0.2171) loss_rec_sfr: 0.2621 (0.2783) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [06:49:50.222265] Epoch: [262] [ 280/2904] eta: 0:35:29 lr: 0.001929 loss: 0.1839 (0.1913) loss_rec_all: 0.2101 (0.2172) loss_rec_sfr: 0.2703 (0.2788) loss_cl: -0.2788 (-0.2787) time: 0.7532 data: 0.0002 max mem: 29860 [06:50:05.137482] Epoch: [262] [ 300/2904] eta: 0:35:01 lr: 0.001929 loss: 0.1817 (0.1910) loss_rec_all: 0.2080 (0.2169) loss_rec_sfr: 0.2648 (0.2778) loss_cl: -0.2798 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [06:50:20.052809] Epoch: [262] [ 320/2904] eta: 0:34:35 lr: 0.001929 loss: 0.1851 (0.1916) loss_rec_all: 0.2111 (0.2175) loss_rec_sfr: 0.2668 (0.2800) loss_cl: -0.2789 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [06:50:34.963689] Epoch: [262] [ 340/2904] eta: 0:34:11 lr: 0.001929 loss: 0.1826 (0.1919) loss_rec_all: 0.2089 (0.2177) loss_rec_sfr: 0.2743 (0.2817) loss_cl: -0.2787 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [06:50:49.872589] Epoch: [262] [ 360/2904] eta: 0:33:47 lr: 0.001929 loss: 0.1838 (0.1919) loss_rec_all: 0.2097 (0.2178) loss_rec_sfr: 0.2662 (0.2820) loss_cl: -0.2797 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [06:51:04.800769] Epoch: [262] [ 380/2904] eta: 0:33:24 lr: 0.001929 loss: 0.1829 (0.1918) loss_rec_all: 0.2089 (0.2177) loss_rec_sfr: 0.2589 (0.2812) loss_cl: -0.2790 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [06:51:19.711850] Epoch: [262] [ 400/2904] eta: 0:33:02 lr: 0.001929 loss: 0.1798 (0.1916) loss_rec_all: 0.2057 (0.2175) loss_rec_sfr: 0.2516 (0.2802) loss_cl: -0.2787 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [06:51:34.767012] Epoch: [262] [ 420/2904] eta: 0:32:42 lr: 0.001929 loss: 0.1809 (0.1911) loss_rec_all: 0.2071 (0.2171) loss_rec_sfr: 0.2618 (0.2784) loss_cl: -0.2781 (-0.2787) time: 0.7527 data: 0.0002 max mem: 29860 [06:51:49.688379] Epoch: [262] [ 440/2904] eta: 0:32:21 lr: 0.001929 loss: 0.1834 (0.1911) loss_rec_all: 0.2093 (0.2170) loss_rec_sfr: 0.2630 (0.2779) loss_cl: -0.2786 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [06:52:04.604272] Epoch: [262] [ 460/2904] eta: 0:32:01 lr: 0.001929 loss: 0.1821 (0.1915) loss_rec_all: 0.2080 (0.2174) loss_rec_sfr: 0.2672 (0.2789) loss_cl: -0.2790 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [06:52:19.521718] Epoch: [262] [ 480/2904] eta: 0:31:41 lr: 0.001929 loss: 0.1819 (0.1914) loss_rec_all: 0.2079 (0.2173) loss_rec_sfr: 0.2372 (0.2782) loss_cl: -0.2798 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [06:52:34.440653] Epoch: [262] [ 500/2904] eta: 0:31:22 lr: 0.001929 loss: 0.1853 (0.1914) loss_rec_all: 0.2114 (0.2173) loss_rec_sfr: 0.2681 (0.2786) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [06:52:49.355256] Epoch: [262] [ 520/2904] eta: 0:31:03 lr: 0.001928 loss: 0.1851 (0.1915) loss_rec_all: 0.2113 (0.2174) loss_rec_sfr: 0.2571 (0.2787) loss_cl: -0.2782 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [06:53:04.265065] Epoch: [262] [ 540/2904] eta: 0:30:44 lr: 0.001928 loss: 0.1799 (0.1915) loss_rec_all: 0.2057 (0.2175) loss_rec_sfr: 0.2644 (0.2789) loss_cl: -0.2778 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [06:53:19.174096] Epoch: [262] [ 560/2904] eta: 0:30:25 lr: 0.001928 loss: 0.1812 (0.1913) loss_rec_all: 0.2078 (0.2173) loss_rec_sfr: 0.2476 (0.2782) loss_cl: -0.2794 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [06:53:34.088404] Epoch: [262] [ 580/2904] eta: 0:30:07 lr: 0.001928 loss: 0.1885 (0.1915) loss_rec_all: 0.2146 (0.2175) loss_rec_sfr: 0.2676 (0.2790) loss_cl: -0.2795 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [06:53:49.002334] Epoch: [262] [ 600/2904] eta: 0:29:49 lr: 0.001928 loss: 0.1824 (0.1916) loss_rec_all: 0.2088 (0.2176) loss_rec_sfr: 0.2647 (0.2794) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [06:54:03.919219] Epoch: [262] [ 620/2904] eta: 0:29:31 lr: 0.001928 loss: 0.1833 (0.1917) loss_rec_all: 0.2093 (0.2176) loss_rec_sfr: 0.2677 (0.2794) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [06:54:18.837520] Epoch: [262] [ 640/2904] eta: 0:29:14 lr: 0.001928 loss: 0.1904 (0.1918) loss_rec_all: 0.2166 (0.2178) loss_rec_sfr: 0.2640 (0.2798) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [06:54:33.751354] Epoch: [262] [ 660/2904] eta: 0:28:56 lr: 0.001928 loss: 0.1825 (0.1919) loss_rec_all: 0.2086 (0.2178) loss_rec_sfr: 0.2663 (0.2799) loss_cl: -0.2798 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [06:54:48.660463] Epoch: [262] [ 680/2904] eta: 0:28:39 lr: 0.001928 loss: 0.1816 (0.1919) loss_rec_all: 0.2076 (0.2178) loss_rec_sfr: 0.2666 (0.2802) loss_cl: -0.2796 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [06:55:03.578921] Epoch: [262] [ 700/2904] eta: 0:28:22 lr: 0.001928 loss: 0.1830 (0.1920) loss_rec_all: 0.2088 (0.2179) loss_rec_sfr: 0.2644 (0.2802) loss_cl: -0.2784 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [06:55:18.492527] Epoch: [262] [ 720/2904] eta: 0:28:05 lr: 0.001928 loss: 0.1806 (0.1918) loss_rec_all: 0.2065 (0.2177) loss_rec_sfr: 0.2530 (0.2795) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [06:55:33.406961] Epoch: [262] [ 740/2904] eta: 0:27:48 lr: 0.001928 loss: 0.1842 (0.1920) loss_rec_all: 0.2102 (0.2179) loss_rec_sfr: 0.2775 (0.2801) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [06:55:48.319394] Epoch: [262] [ 760/2904] eta: 0:27:31 lr: 0.001928 loss: 0.1829 (0.1922) loss_rec_all: 0.2092 (0.2181) loss_rec_sfr: 0.2739 (0.2807) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [06:56:03.238248] Epoch: [262] [ 780/2904] eta: 0:27:14 lr: 0.001928 loss: 0.1831 (0.1921) loss_rec_all: 0.2093 (0.2180) loss_rec_sfr: 0.2583 (0.2805) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [06:56:18.155070] Epoch: [262] [ 800/2904] eta: 0:26:57 lr: 0.001928 loss: 0.1825 (0.1919) loss_rec_all: 0.2085 (0.2178) loss_rec_sfr: 0.2676 (0.2800) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [06:56:33.069999] Epoch: [262] [ 820/2904] eta: 0:26:41 lr: 0.001928 loss: 0.1807 (0.1918) loss_rec_all: 0.2065 (0.2177) loss_rec_sfr: 0.2581 (0.2795) loss_cl: -0.2784 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [06:56:47.982158] Epoch: [262] [ 840/2904] eta: 0:26:24 lr: 0.001928 loss: 0.1783 (0.1916) loss_rec_all: 0.2046 (0.2175) loss_rec_sfr: 0.2679 (0.2791) loss_cl: -0.2793 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [06:57:02.895470] Epoch: [262] [ 860/2904] eta: 0:26:08 lr: 0.001928 loss: 0.1819 (0.1918) loss_rec_all: 0.2083 (0.2178) loss_rec_sfr: 0.2662 (0.2800) loss_cl: -0.2795 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [06:57:17.812080] Epoch: [262] [ 880/2904] eta: 0:25:52 lr: 0.001928 loss: 0.1828 (0.1918) loss_rec_all: 0.2088 (0.2177) loss_rec_sfr: 0.2684 (0.2799) loss_cl: -0.2801 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [06:57:32.725456] Epoch: [262] [ 900/2904] eta: 0:25:35 lr: 0.001928 loss: 0.1880 (0.1920) loss_rec_all: 0.2144 (0.2179) loss_rec_sfr: 0.2683 (0.2804) loss_cl: -0.2793 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [06:57:47.639660] Epoch: [262] [ 920/2904] eta: 0:25:19 lr: 0.001928 loss: 0.1835 (0.1919) loss_rec_all: 0.2097 (0.2178) loss_rec_sfr: 0.2635 (0.2801) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [06:58:02.560482] Epoch: [262] [ 940/2904] eta: 0:25:03 lr: 0.001928 loss: 0.1812 (0.1918) loss_rec_all: 0.2076 (0.2177) loss_rec_sfr: 0.2666 (0.2797) loss_cl: -0.2781 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [06:58:17.480864] Epoch: [262] [ 960/2904] eta: 0:24:47 lr: 0.001928 loss: 0.1848 (0.1919) loss_rec_all: 0.2109 (0.2178) loss_rec_sfr: 0.2680 (0.2801) loss_cl: -0.2784 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [06:58:32.405109] Epoch: [262] [ 980/2904] eta: 0:24:31 lr: 0.001928 loss: 0.1839 (0.1918) loss_rec_all: 0.2098 (0.2178) loss_rec_sfr: 0.2627 (0.2799) loss_cl: -0.2784 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [06:58:47.331913] Epoch: [262] [1000/2904] eta: 0:24:15 lr: 0.001928 loss: 0.1825 (0.1919) loss_rec_all: 0.2087 (0.2178) loss_rec_sfr: 0.2654 (0.2798) loss_cl: -0.2798 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [06:59:02.251298] Epoch: [262] [1020/2904] eta: 0:23:59 lr: 0.001928 loss: 0.1848 (0.1918) loss_rec_all: 0.2109 (0.2177) loss_rec_sfr: 0.2656 (0.2797) loss_cl: -0.2795 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [06:59:17.173538] Epoch: [262] [1040/2904] eta: 0:23:43 lr: 0.001928 loss: 0.1873 (0.1920) loss_rec_all: 0.2135 (0.2179) loss_rec_sfr: 0.2625 (0.2802) loss_cl: -0.2794 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [06:59:32.097113] Epoch: [262] [1060/2904] eta: 0:23:27 lr: 0.001928 loss: 0.1798 (0.1919) loss_rec_all: 0.2057 (0.2179) loss_rec_sfr: 0.2617 (0.2802) loss_cl: -0.2784 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [06:59:47.017138] Epoch: [262] [1080/2904] eta: 0:23:11 lr: 0.001928 loss: 0.1821 (0.1919) loss_rec_all: 0.2079 (0.2178) loss_rec_sfr: 0.2627 (0.2801) loss_cl: -0.2778 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [07:00:01.936149] Epoch: [262] [1100/2904] eta: 0:22:55 lr: 0.001928 loss: 0.1821 (0.1920) loss_rec_all: 0.2082 (0.2179) loss_rec_sfr: 0.2612 (0.2804) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [07:00:16.859923] Epoch: [262] [1120/2904] eta: 0:22:40 lr: 0.001928 loss: 0.1812 (0.1920) loss_rec_all: 0.2071 (0.2179) loss_rec_sfr: 0.2692 (0.2806) loss_cl: -0.2791 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [07:00:31.784745] Epoch: [262] [1140/2904] eta: 0:22:24 lr: 0.001928 loss: 0.1843 (0.1921) loss_rec_all: 0.2103 (0.2180) loss_rec_sfr: 0.2588 (0.2808) loss_cl: -0.2790 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [07:00:46.725283] Epoch: [262] [1160/2904] eta: 0:22:08 lr: 0.001928 loss: 0.1832 (0.1920) loss_rec_all: 0.2089 (0.2179) loss_rec_sfr: 0.2600 (0.2805) loss_cl: -0.2790 (-0.2788) time: 0.7470 data: 0.0002 max mem: 29860 [07:01:01.656592] Epoch: [262] [1180/2904] eta: 0:21:52 lr: 0.001928 loss: 0.1810 (0.1919) loss_rec_all: 0.2074 (0.2178) loss_rec_sfr: 0.2649 (0.2800) loss_cl: -0.2786 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [07:01:16.581642] Epoch: [262] [1200/2904] eta: 0:21:37 lr: 0.001928 loss: 0.1789 (0.1919) loss_rec_all: 0.2051 (0.2178) loss_rec_sfr: 0.2608 (0.2803) loss_cl: -0.2790 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [07:01:31.525282] Epoch: [262] [1220/2904] eta: 0:21:21 lr: 0.001928 loss: 0.1841 (0.1920) loss_rec_all: 0.2099 (0.2179) loss_rec_sfr: 0.2753 (0.2807) loss_cl: -0.2785 (-0.2788) time: 0.7471 data: 0.0002 max mem: 29860 [07:01:46.446155] Epoch: [262] [1240/2904] eta: 0:21:06 lr: 0.001928 loss: 0.1921 (0.1922) loss_rec_all: 0.2183 (0.2181) loss_rec_sfr: 0.2734 (0.2814) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [07:02:01.367411] Epoch: [262] [1260/2904] eta: 0:20:50 lr: 0.001927 loss: 0.1808 (0.1922) loss_rec_all: 0.2069 (0.2181) loss_rec_sfr: 0.2662 (0.2814) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [07:02:16.300649] Epoch: [262] [1280/2904] eta: 0:20:34 lr: 0.001927 loss: 0.1834 (0.1921) loss_rec_all: 0.2097 (0.2180) loss_rec_sfr: 0.2544 (0.2810) loss_cl: -0.2792 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [07:02:31.220510] Epoch: [262] [1300/2904] eta: 0:20:19 lr: 0.001927 loss: 0.1840 (0.1921) loss_rec_all: 0.2102 (0.2180) loss_rec_sfr: 0.2678 (0.2808) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [07:02:46.139078] Epoch: [262] [1320/2904] eta: 0:20:03 lr: 0.001927 loss: 0.1817 (0.1920) loss_rec_all: 0.2077 (0.2179) loss_rec_sfr: 0.2718 (0.2807) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [07:03:01.076783] Epoch: [262] [1340/2904] eta: 0:19:48 lr: 0.001927 loss: 0.1824 (0.1919) loss_rec_all: 0.2083 (0.2179) loss_rec_sfr: 0.2681 (0.2805) loss_cl: -0.2792 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [07:03:16.025435] Epoch: [262] [1360/2904] eta: 0:19:32 lr: 0.001927 loss: 0.1865 (0.1921) loss_rec_all: 0.2126 (0.2180) loss_rec_sfr: 0.2741 (0.2810) loss_cl: -0.2787 (-0.2788) time: 0.7474 data: 0.0002 max mem: 29860 [07:03:30.971388] Epoch: [262] [1380/2904] eta: 0:19:17 lr: 0.001927 loss: 0.1796 (0.1921) loss_rec_all: 0.2061 (0.2180) loss_rec_sfr: 0.2242 (0.2807) loss_cl: -0.2793 (-0.2788) time: 0.7473 data: 0.0002 max mem: 29860 [07:03:45.887739] Epoch: [262] [1400/2904] eta: 0:19:01 lr: 0.001927 loss: 0.1818 (0.1920) loss_rec_all: 0.2079 (0.2179) loss_rec_sfr: 0.2662 (0.2805) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [07:04:00.802094] Epoch: [262] [1420/2904] eta: 0:18:46 lr: 0.001927 loss: 0.1817 (0.1920) loss_rec_all: 0.2079 (0.2179) loss_rec_sfr: 0.2627 (0.2804) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [07:04:15.716674] Epoch: [262] [1440/2904] eta: 0:18:30 lr: 0.001927 loss: 0.1826 (0.1921) loss_rec_all: 0.2090 (0.2180) loss_rec_sfr: 0.2672 (0.2807) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [07:04:30.631549] Epoch: [262] [1460/2904] eta: 0:18:15 lr: 0.001927 loss: 0.1793 (0.1921) loss_rec_all: 0.2057 (0.2180) loss_rec_sfr: 0.2700 (0.2809) loss_cl: -0.2793 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [07:04:45.544382] Epoch: [262] [1480/2904] eta: 0:18:00 lr: 0.001927 loss: 0.1851 (0.1921) loss_rec_all: 0.2110 (0.2180) loss_rec_sfr: 0.2626 (0.2809) loss_cl: -0.2783 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [07:05:00.459744] Epoch: [262] [1500/2904] eta: 0:17:44 lr: 0.001927 loss: 0.1819 (0.1921) loss_rec_all: 0.2083 (0.2180) loss_rec_sfr: 0.2532 (0.2808) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [07:05:15.385131] Epoch: [262] [1520/2904] eta: 0:17:29 lr: 0.001927 loss: 0.1845 (0.1921) loss_rec_all: 0.2104 (0.2180) loss_rec_sfr: 0.2672 (0.2808) loss_cl: -0.2791 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [07:05:30.306489] Epoch: [262] [1540/2904] eta: 0:17:13 lr: 0.001927 loss: 0.1824 (0.1921) loss_rec_all: 0.2083 (0.2180) loss_rec_sfr: 0.2653 (0.2810) loss_cl: -0.2792 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [07:05:45.219701] Epoch: [262] [1560/2904] eta: 0:16:58 lr: 0.001927 loss: 0.1856 (0.1921) loss_rec_all: 0.2121 (0.2180) loss_rec_sfr: 0.2615 (0.2809) loss_cl: -0.2794 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [07:06:00.145131] Epoch: [262] [1580/2904] eta: 0:16:43 lr: 0.001927 loss: 0.1820 (0.1921) loss_rec_all: 0.2083 (0.2180) loss_rec_sfr: 0.2542 (0.2809) loss_cl: -0.2791 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [07:06:15.060592] Epoch: [262] [1600/2904] eta: 0:16:27 lr: 0.001927 loss: 0.1807 (0.1920) loss_rec_all: 0.2068 (0.2179) loss_rec_sfr: 0.2656 (0.2807) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [07:06:29.976065] Epoch: [262] [1620/2904] eta: 0:16:12 lr: 0.001927 loss: 0.1827 (0.1920) loss_rec_all: 0.2085 (0.2179) loss_rec_sfr: 0.2726 (0.2808) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [07:06:44.886164] Epoch: [262] [1640/2904] eta: 0:15:57 lr: 0.001927 loss: 0.1817 (0.1921) loss_rec_all: 0.2077 (0.2180) loss_rec_sfr: 0.2675 (0.2810) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [07:06:59.799197] Epoch: [262] [1660/2904] eta: 0:15:41 lr: 0.001927 loss: 0.1854 (0.1921) loss_rec_all: 0.2117 (0.2181) loss_rec_sfr: 0.2623 (0.2811) loss_cl: -0.2801 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [07:07:14.711903] Epoch: [262] [1680/2904] eta: 0:15:26 lr: 0.001927 loss: 0.1842 (0.1922) loss_rec_all: 0.2108 (0.2181) loss_rec_sfr: 0.2549 (0.2810) loss_cl: -0.2798 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [07:07:29.624201] Epoch: [262] [1700/2904] eta: 0:15:11 lr: 0.001927 loss: 0.1811 (0.1921) loss_rec_all: 0.2074 (0.2180) loss_rec_sfr: 0.2260 (0.2806) loss_cl: -0.2793 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [07:07:44.545353] Epoch: [262] [1720/2904] eta: 0:14:55 lr: 0.001927 loss: 0.1840 (0.1921) loss_rec_all: 0.2100 (0.2180) loss_rec_sfr: 0.2711 (0.2807) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [07:07:59.460802] Epoch: [262] [1740/2904] eta: 0:14:40 lr: 0.001927 loss: 0.1933 (0.1923) loss_rec_all: 0.2195 (0.2183) loss_rec_sfr: 0.2891 (0.2814) loss_cl: -0.2779 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [07:08:14.377747] Epoch: [262] [1760/2904] eta: 0:14:25 lr: 0.001927 loss: 0.1815 (0.1924) loss_rec_all: 0.2073 (0.2183) loss_rec_sfr: 0.2673 (0.2815) loss_cl: -0.2778 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [07:08:29.288231] Epoch: [262] [1780/2904] eta: 0:14:10 lr: 0.001927 loss: 0.1806 (0.1923) loss_rec_all: 0.2065 (0.2182) loss_rec_sfr: 0.2568 (0.2812) loss_cl: -0.2793 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [07:08:44.203808] Epoch: [262] [1800/2904] eta: 0:13:54 lr: 0.001927 loss: 0.1821 (0.1922) loss_rec_all: 0.2083 (0.2182) loss_rec_sfr: 0.2660 (0.2811) loss_cl: -0.2795 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [07:08:59.114876] Epoch: [262] [1820/2904] eta: 0:13:39 lr: 0.001927 loss: 0.1847 (0.1925) loss_rec_all: 0.2107 (0.2184) loss_rec_sfr: 0.2784 (0.2819) loss_cl: -0.2785 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [07:09:14.024980] Epoch: [262] [1840/2904] eta: 0:13:24 lr: 0.001927 loss: 0.1825 (0.1925) loss_rec_all: 0.2084 (0.2184) loss_rec_sfr: 0.2671 (0.2820) loss_cl: -0.2792 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [07:09:28.936925] Epoch: [262] [1860/2904] eta: 0:13:09 lr: 0.001927 loss: 0.1857 (0.1926) loss_rec_all: 0.2117 (0.2185) loss_rec_sfr: 0.2757 (0.2823) loss_cl: -0.2791 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [07:09:43.864919] Epoch: [262] [1880/2904] eta: 0:12:53 lr: 0.001927 loss: 0.1863 (0.1926) loss_rec_all: 0.2126 (0.2185) loss_rec_sfr: 0.2639 (0.2825) loss_cl: -0.2786 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [07:09:58.776893] Epoch: [262] [1900/2904] eta: 0:12:38 lr: 0.001927 loss: 0.1809 (0.1926) loss_rec_all: 0.2068 (0.2185) loss_rec_sfr: 0.2706 (0.2825) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [07:10:13.691192] Epoch: [262] [1920/2904] eta: 0:12:23 lr: 0.001927 loss: 0.1814 (0.1926) loss_rec_all: 0.2074 (0.2185) loss_rec_sfr: 0.2631 (0.2826) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [07:10:28.602046] Epoch: [262] [1940/2904] eta: 0:12:08 lr: 0.001927 loss: 0.1826 (0.1926) loss_rec_all: 0.2087 (0.2185) loss_rec_sfr: 0.2563 (0.2825) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [07:10:43.512882] Epoch: [262] [1960/2904] eta: 0:11:53 lr: 0.001927 loss: 0.1824 (0.1926) loss_rec_all: 0.2084 (0.2185) loss_rec_sfr: 0.2601 (0.2824) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [07:10:58.424289] Epoch: [262] [1980/2904] eta: 0:11:37 lr: 0.001927 loss: 0.1824 (0.1925) loss_rec_all: 0.2087 (0.2184) loss_rec_sfr: 0.2602 (0.2822) loss_cl: -0.2791 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [07:11:13.335706] Epoch: [262] [2000/2904] eta: 0:11:22 lr: 0.001926 loss: 0.1799 (0.1925) loss_rec_all: 0.2062 (0.2184) loss_rec_sfr: 0.2593 (0.2821) loss_cl: -0.2785 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [07:11:28.260110] Epoch: [262] [2020/2904] eta: 0:11:07 lr: 0.001926 loss: 0.1882 (0.1925) loss_rec_all: 0.2142 (0.2184) loss_rec_sfr: 0.2583 (0.2820) loss_cl: -0.2793 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [07:11:43.178870] Epoch: [262] [2040/2904] eta: 0:10:52 lr: 0.001926 loss: 0.1823 (0.1926) loss_rec_all: 0.2089 (0.2185) loss_rec_sfr: 0.2792 (0.2823) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [07:11:58.094274] Epoch: [262] [2060/2904] eta: 0:10:37 lr: 0.001926 loss: 0.1824 (0.1925) loss_rec_all: 0.2086 (0.2185) loss_rec_sfr: 0.2592 (0.2822) loss_cl: -0.2795 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [07:12:13.007481] Epoch: [262] [2080/2904] eta: 0:10:21 lr: 0.001926 loss: 0.1855 (0.1926) loss_rec_all: 0.2117 (0.2185) loss_rec_sfr: 0.2588 (0.2822) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [07:12:27.922246] Epoch: [262] [2100/2904] eta: 0:10:06 lr: 0.001926 loss: 0.1839 (0.1926) loss_rec_all: 0.2098 (0.2185) loss_rec_sfr: 0.2606 (0.2823) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [07:12:42.839342] Epoch: [262] [2120/2904] eta: 0:09:51 lr: 0.001926 loss: 0.1836 (0.1926) loss_rec_all: 0.2095 (0.2185) loss_rec_sfr: 0.2665 (0.2822) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [07:12:57.752437] Epoch: [262] [2140/2904] eta: 0:09:36 lr: 0.001926 loss: 0.1799 (0.1925) loss_rec_all: 0.2065 (0.2184) loss_rec_sfr: 0.2493 (0.2820) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [07:13:12.666433] Epoch: [262] [2160/2904] eta: 0:09:21 lr: 0.001926 loss: 0.1815 (0.1924) loss_rec_all: 0.2076 (0.2183) loss_rec_sfr: 0.2624 (0.2817) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [07:13:27.577736] Epoch: [262] [2180/2904] eta: 0:09:06 lr: 0.001926 loss: 0.1832 (0.1924) loss_rec_all: 0.2094 (0.2183) loss_rec_sfr: 0.2606 (0.2815) loss_cl: -0.2796 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [07:13:42.489452] Epoch: [262] [2200/2904] eta: 0:08:51 lr: 0.001926 loss: 0.1802 (0.1923) loss_rec_all: 0.2062 (0.2182) loss_rec_sfr: 0.2586 (0.2812) loss_cl: -0.2791 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [07:13:57.401568] Epoch: [262] [2220/2904] eta: 0:08:35 lr: 0.001926 loss: 0.1788 (0.1923) loss_rec_all: 0.2051 (0.2182) loss_rec_sfr: 0.2606 (0.2811) loss_cl: -0.2795 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [07:14:12.311649] Epoch: [262] [2240/2904] eta: 0:08:20 lr: 0.001926 loss: 0.1823 (0.1923) loss_rec_all: 0.2084 (0.2182) loss_rec_sfr: 0.2650 (0.2812) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [07:14:27.222668] Epoch: [262] [2260/2904] eta: 0:08:05 lr: 0.001926 loss: 0.1823 (0.1923) loss_rec_all: 0.2081 (0.2182) loss_rec_sfr: 0.2665 (0.2811) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [07:14:42.135904] Epoch: [262] [2280/2904] eta: 0:07:50 lr: 0.001926 loss: 0.1861 (0.1924) loss_rec_all: 0.2125 (0.2183) loss_rec_sfr: 0.2701 (0.2813) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [07:14:57.067161] Epoch: [262] [2300/2904] eta: 0:07:35 lr: 0.001926 loss: 0.1856 (0.1924) loss_rec_all: 0.2115 (0.2183) loss_rec_sfr: 0.2651 (0.2813) loss_cl: -0.2791 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [07:15:11.988347] Epoch: [262] [2320/2904] eta: 0:07:20 lr: 0.001926 loss: 0.1854 (0.1924) loss_rec_all: 0.2117 (0.2183) loss_rec_sfr: 0.2630 (0.2813) loss_cl: -0.2799 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [07:15:26.906718] Epoch: [262] [2340/2904] eta: 0:07:05 lr: 0.001926 loss: 0.1831 (0.1924) loss_rec_all: 0.2091 (0.2183) loss_rec_sfr: 0.2709 (0.2815) loss_cl: -0.2794 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [07:15:41.817683] Epoch: [262] [2360/2904] eta: 0:06:50 lr: 0.001926 loss: 0.1811 (0.1924) loss_rec_all: 0.2071 (0.2183) loss_rec_sfr: 0.2624 (0.2815) loss_cl: -0.2784 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [07:15:56.730927] Epoch: [262] [2380/2904] eta: 0:06:34 lr: 0.001926 loss: 0.1846 (0.1924) loss_rec_all: 0.2105 (0.2183) loss_rec_sfr: 0.2675 (0.2814) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [07:16:11.661760] Epoch: [262] [2400/2904] eta: 0:06:19 lr: 0.001926 loss: 0.1824 (0.1925) loss_rec_all: 0.2083 (0.2184) loss_rec_sfr: 0.2695 (0.2817) loss_cl: -0.2791 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [07:16:26.578790] Epoch: [262] [2420/2904] eta: 0:06:04 lr: 0.001926 loss: 0.1798 (0.1924) loss_rec_all: 0.2058 (0.2183) loss_rec_sfr: 0.2539 (0.2815) loss_cl: -0.2799 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [07:16:41.496113] Epoch: [262] [2440/2904] eta: 0:05:49 lr: 0.001926 loss: 0.1868 (0.1924) loss_rec_all: 0.2125 (0.2183) loss_rec_sfr: 0.2672 (0.2815) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [07:16:56.417952] Epoch: [262] [2460/2904] eta: 0:05:34 lr: 0.001926 loss: 0.1787 (0.1923) loss_rec_all: 0.2051 (0.2183) loss_rec_sfr: 0.2577 (0.2812) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [07:17:11.330435] Epoch: [262] [2480/2904] eta: 0:05:19 lr: 0.001926 loss: 0.1851 (0.1924) loss_rec_all: 0.2109 (0.2183) loss_rec_sfr: 0.2664 (0.2812) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [07:17:26.242387] Epoch: [262] [2500/2904] eta: 0:05:04 lr: 0.001926 loss: 0.1826 (0.1924) loss_rec_all: 0.2089 (0.2183) loss_rec_sfr: 0.2669 (0.2813) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [07:17:41.166638] Epoch: [262] [2520/2904] eta: 0:04:49 lr: 0.001926 loss: 0.1806 (0.1924) loss_rec_all: 0.2067 (0.2183) loss_rec_sfr: 0.2746 (0.2815) loss_cl: -0.2788 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [07:17:56.086810] Epoch: [262] [2540/2904] eta: 0:04:34 lr: 0.001926 loss: 0.1860 (0.1925) loss_rec_all: 0.2120 (0.2184) loss_rec_sfr: 0.2659 (0.2816) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [07:18:11.003238] Epoch: [262] [2560/2904] eta: 0:04:19 lr: 0.001926 loss: 0.1829 (0.1925) loss_rec_all: 0.2089 (0.2184) loss_rec_sfr: 0.2639 (0.2817) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [07:18:25.922386] Epoch: [262] [2580/2904] eta: 0:04:03 lr: 0.001926 loss: 0.1818 (0.1925) loss_rec_all: 0.2078 (0.2184) loss_rec_sfr: 0.2635 (0.2817) loss_cl: -0.2795 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [07:18:40.837330] Epoch: [262] [2600/2904] eta: 0:03:48 lr: 0.001926 loss: 0.1794 (0.1925) loss_rec_all: 0.2055 (0.2184) loss_rec_sfr: 0.2676 (0.2816) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [07:18:55.751958] Epoch: [262] [2620/2904] eta: 0:03:33 lr: 0.001926 loss: 0.1842 (0.1925) loss_rec_all: 0.2106 (0.2184) loss_rec_sfr: 0.2276 (0.2816) loss_cl: -0.2783 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [07:19:10.665529] Epoch: [262] [2640/2904] eta: 0:03:18 lr: 0.001926 loss: 0.1850 (0.1925) loss_rec_all: 0.2110 (0.2184) loss_rec_sfr: 0.2665 (0.2816) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [07:19:25.584388] Epoch: [262] [2660/2904] eta: 0:03:03 lr: 0.001926 loss: 0.1823 (0.1925) loss_rec_all: 0.2082 (0.2184) loss_rec_sfr: 0.2686 (0.2816) loss_cl: -0.2797 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [07:19:40.498666] Epoch: [262] [2680/2904] eta: 0:02:48 lr: 0.001926 loss: 0.1870 (0.1925) loss_rec_all: 0.2131 (0.2185) loss_rec_sfr: 0.2754 (0.2818) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [07:19:55.414295] Epoch: [262] [2700/2904] eta: 0:02:33 lr: 0.001926 loss: 0.1825 (0.1925) loss_rec_all: 0.2084 (0.2185) loss_rec_sfr: 0.2635 (0.2818) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [07:20:10.325379] Epoch: [262] [2720/2904] eta: 0:02:18 lr: 0.001926 loss: 0.1799 (0.1925) loss_rec_all: 0.2059 (0.2185) loss_rec_sfr: 0.2663 (0.2818) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [07:20:25.239336] Epoch: [262] [2740/2904] eta: 0:02:03 lr: 0.001925 loss: 0.1837 (0.1926) loss_rec_all: 0.2102 (0.2185) loss_rec_sfr: 0.2683 (0.2819) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [07:20:40.160016] Epoch: [262] [2760/2904] eta: 0:01:48 lr: 0.001925 loss: 0.1829 (0.1926) loss_rec_all: 0.2089 (0.2185) loss_rec_sfr: 0.2699 (0.2819) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [07:20:55.078266] Epoch: [262] [2780/2904] eta: 0:01:33 lr: 0.001925 loss: 0.1843 (0.1925) loss_rec_all: 0.2102 (0.2184) loss_rec_sfr: 0.2647 (0.2818) loss_cl: -0.2784 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [07:21:09.993117] Epoch: [262] [2800/2904] eta: 0:01:18 lr: 0.001925 loss: 0.1850 (0.1926) loss_rec_all: 0.2115 (0.2185) loss_rec_sfr: 0.2629 (0.2820) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [07:21:24.906421] Epoch: [262] [2820/2904] eta: 0:01:03 lr: 0.001925 loss: 0.1858 (0.1926) loss_rec_all: 0.2124 (0.2185) loss_rec_sfr: 0.2532 (0.2819) loss_cl: -0.2799 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [07:21:39.920821] Epoch: [262] [2840/2904] eta: 0:00:48 lr: 0.001925 loss: 0.1854 (0.1926) loss_rec_all: 0.2112 (0.2185) loss_rec_sfr: 0.2665 (0.2819) loss_cl: -0.2787 (-0.2788) time: 0.7507 data: 0.0059 max mem: 29860 [07:21:54.827212] Epoch: [262] [2860/2904] eta: 0:00:33 lr: 0.001925 loss: 0.1882 (0.1926) loss_rec_all: 0.2144 (0.2185) loss_rec_sfr: 0.2729 (0.2822) loss_cl: -0.2785 (-0.2788) time: 0.7453 data: 0.0001 max mem: 29860 [07:22:09.726740] Epoch: [262] [2880/2904] eta: 0:00:18 lr: 0.001925 loss: 0.1821 (0.1926) loss_rec_all: 0.2079 (0.2185) loss_rec_sfr: 0.2564 (0.2820) loss_cl: -0.2792 (-0.2788) time: 0.7449 data: 0.0001 max mem: 29860 [07:22:24.630495] Epoch: [262] [2900/2904] eta: 0:00:03 lr: 0.001925 loss: 0.1838 (0.1926) loss_rec_all: 0.2100 (0.2185) loss_rec_sfr: 0.2658 (0.2820) loss_cl: -0.2795 (-0.2788) time: 0.7451 data: 0.0001 max mem: 29860 [07:22:26.874642] Epoch: [262] [2903/2904] eta: 0:00:00 lr: 0.001925 loss: 0.1838 (0.1926) loss_rec_all: 0.2100 (0.2185) loss_rec_sfr: 0.2677 (0.2820) loss_cl: -0.2793 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [07:22:29.083022] Epoch: [262] Total time: 0:36:26 (0.7531 s / it) [07:22:29.097561] Averaged stats: lr: 0.001925 loss: 0.1838 (0.1956) loss_rec_all: 0.2100 (0.2192) loss_rec_sfr: 0.2677 (0.2842) loss_cl: -0.2793 (-0.2556) [07:22:29.103188] log_dir: ./checkpoint/VF2_ViT-B [07:22:48.102078] Epoch: [263] [ 0/2904] eta: 15:19:30 lr: 0.001925 loss: 0.1752 (0.1752) loss_rec_all: 0.2018 (0.2018) loss_rec_sfr: 0.1910 (0.1910) loss_cl: -0.2791 (-0.2791) time: 18.9982 data: 17.4639 max mem: 29860 [07:23:02.988631] Epoch: [263] [ 20/2904] eta: 1:17:33 lr: 0.001925 loss: 0.1805 (0.1863) loss_rec_all: 0.2069 (0.2123) loss_rec_sfr: 0.2645 (0.2682) loss_cl: -0.2786 (-0.2786) time: 0.7443 data: 0.0002 max mem: 29860 [07:23:17.871803] Epoch: [263] [ 40/2904] eta: 0:56:46 lr: 0.001925 loss: 0.1856 (0.1930) loss_rec_all: 0.2113 (0.2188) loss_rec_sfr: 0.2591 (0.2846) loss_cl: -0.2777 (-0.2781) time: 0.7441 data: 0.0002 max mem: 29860 [07:23:32.765930] Epoch: [263] [ 60/2904] eta: 0:49:27 lr: 0.001925 loss: 0.1811 (0.1942) loss_rec_all: 0.2071 (0.2201) loss_rec_sfr: 0.2592 (0.2880) loss_cl: -0.2789 (-0.2784) time: 0.7447 data: 0.0002 max mem: 29860 [07:23:47.657550] Epoch: [263] [ 80/2904] eta: 0:45:38 lr: 0.001925 loss: 0.1849 (0.1924) loss_rec_all: 0.2110 (0.2183) loss_rec_sfr: 0.2645 (0.2830) loss_cl: -0.2805 (-0.2789) time: 0.7445 data: 0.0002 max mem: 29860 [07:24:02.558267] Epoch: [263] [ 100/2904] eta: 0:43:14 lr: 0.001925 loss: 0.1779 (0.1920) loss_rec_all: 0.2044 (0.2179) loss_rec_sfr: 0.2591 (0.2803) loss_cl: -0.2792 (-0.2789) time: 0.7450 data: 0.0003 max mem: 29860 [07:24:17.477297] Epoch: [263] [ 120/2904] eta: 0:41:33 lr: 0.001925 loss: 0.1793 (0.1926) loss_rec_all: 0.2059 (0.2185) loss_rec_sfr: 0.2609 (0.2818) loss_cl: -0.2787 (-0.2789) time: 0.7459 data: 0.0003 max mem: 29860 [07:24:32.400816] Epoch: [263] [ 140/2904] eta: 0:40:16 lr: 0.001925 loss: 0.1826 (0.1934) loss_rec_all: 0.2086 (0.2193) loss_rec_sfr: 0.2669 (0.2842) loss_cl: -0.2789 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [07:24:47.321666] Epoch: [263] [ 160/2904] eta: 0:39:15 lr: 0.001925 loss: 0.1823 (0.1931) loss_rec_all: 0.2080 (0.2190) loss_rec_sfr: 0.2660 (0.2832) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [07:25:02.241600] Epoch: [263] [ 180/2904] eta: 0:38:24 lr: 0.001925 loss: 0.1824 (0.1936) loss_rec_all: 0.2083 (0.2195) loss_rec_sfr: 0.2644 (0.2846) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [07:25:17.167264] Epoch: [263] [ 200/2904] eta: 0:37:40 lr: 0.001925 loss: 0.1895 (0.1939) loss_rec_all: 0.2156 (0.2198) loss_rec_sfr: 0.2658 (0.2854) loss_cl: -0.2785 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [07:25:32.091107] Epoch: [263] [ 220/2904] eta: 0:37:02 lr: 0.001925 loss: 0.1818 (0.1932) loss_rec_all: 0.2077 (0.2191) loss_rec_sfr: 0.2580 (0.2830) loss_cl: -0.2790 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [07:25:47.015437] Epoch: [263] [ 240/2904] eta: 0:36:27 lr: 0.001925 loss: 0.1805 (0.1930) loss_rec_all: 0.2070 (0.2189) loss_rec_sfr: 0.2561 (0.2824) loss_cl: -0.2794 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [07:26:01.935194] Epoch: [263] [ 260/2904] eta: 0:35:55 lr: 0.001925 loss: 0.1838 (0.1930) loss_rec_all: 0.2102 (0.2189) loss_rec_sfr: 0.2648 (0.2827) loss_cl: -0.2794 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [07:26:16.886275] Epoch: [263] [ 280/2904] eta: 0:35:26 lr: 0.001925 loss: 0.1876 (0.1933) loss_rec_all: 0.2133 (0.2192) loss_rec_sfr: 0.2670 (0.2835) loss_cl: -0.2784 (-0.2788) time: 0.7475 data: 0.0003 max mem: 29860 [07:26:31.809470] Epoch: [263] [ 300/2904] eta: 0:34:59 lr: 0.001925 loss: 0.1807 (0.1928) loss_rec_all: 0.2069 (0.2187) loss_rec_sfr: 0.2642 (0.2819) loss_cl: -0.2783 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [07:26:46.732383] Epoch: [263] [ 320/2904] eta: 0:34:33 lr: 0.001925 loss: 0.1825 (0.1927) loss_rec_all: 0.2090 (0.2186) loss_rec_sfr: 0.2578 (0.2814) loss_cl: -0.2787 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [07:27:01.651484] Epoch: [263] [ 340/2904] eta: 0:34:09 lr: 0.001925 loss: 0.1836 (0.1928) loss_rec_all: 0.2097 (0.2187) loss_rec_sfr: 0.2573 (0.2814) loss_cl: -0.2796 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [07:27:16.606960] Epoch: [263] [ 360/2904] eta: 0:33:45 lr: 0.001925 loss: 0.1832 (0.1929) loss_rec_all: 0.2092 (0.2188) loss_rec_sfr: 0.2704 (0.2820) loss_cl: -0.2793 (-0.2789) time: 0.7477 data: 0.0003 max mem: 29860 [07:27:31.531501] Epoch: [263] [ 380/2904] eta: 0:33:23 lr: 0.001925 loss: 0.1868 (0.1934) loss_rec_all: 0.2129 (0.2193) loss_rec_sfr: 0.2696 (0.2839) loss_cl: -0.2792 (-0.2789) time: 0.7462 data: 0.0003 max mem: 29860 [07:27:46.648676] Epoch: [263] [ 400/2904] eta: 0:33:02 lr: 0.001925 loss: 0.1814 (0.1935) loss_rec_all: 0.2077 (0.2194) loss_rec_sfr: 0.2454 (0.2841) loss_cl: -0.2790 (-0.2789) time: 0.7558 data: 0.0003 max mem: 29860 [07:28:01.576409] Epoch: [263] [ 420/2904] eta: 0:32:41 lr: 0.001925 loss: 0.1801 (0.1936) loss_rec_all: 0.2062 (0.2195) loss_rec_sfr: 0.2714 (0.2845) loss_cl: -0.2789 (-0.2789) time: 0.7463 data: 0.0003 max mem: 29860 [07:28:16.486537] Epoch: [263] [ 440/2904] eta: 0:32:20 lr: 0.001925 loss: 0.1825 (0.1941) loss_rec_all: 0.2084 (0.2199) loss_rec_sfr: 0.2781 (0.2861) loss_cl: -0.2785 (-0.2789) time: 0.7455 data: 0.0003 max mem: 29860 [07:28:31.397861] Epoch: [263] [ 460/2904] eta: 0:32:00 lr: 0.001925 loss: 0.1879 (0.1941) loss_rec_all: 0.2139 (0.2200) loss_rec_sfr: 0.2747 (0.2864) loss_cl: -0.2784 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [07:28:46.311958] Epoch: [263] [ 480/2904] eta: 0:31:40 lr: 0.001925 loss: 0.1889 (0.1943) loss_rec_all: 0.2147 (0.2202) loss_rec_sfr: 0.2737 (0.2874) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [07:29:01.219201] Epoch: [263] [ 500/2904] eta: 0:31:21 lr: 0.001925 loss: 0.1799 (0.1941) loss_rec_all: 0.2062 (0.2200) loss_rec_sfr: 0.2681 (0.2871) loss_cl: -0.2790 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [07:29:16.132541] Epoch: [263] [ 520/2904] eta: 0:31:02 lr: 0.001925 loss: 0.1832 (0.1940) loss_rec_all: 0.2091 (0.2199) loss_rec_sfr: 0.2629 (0.2869) loss_cl: -0.2793 (-0.2789) time: 0.7456 data: 0.0003 max mem: 29860 [07:29:31.048548] Epoch: [263] [ 540/2904] eta: 0:30:43 lr: 0.001925 loss: 0.1856 (0.1941) loss_rec_all: 0.2117 (0.2200) loss_rec_sfr: 0.2710 (0.2873) loss_cl: -0.2786 (-0.2789) time: 0.7458 data: 0.0003 max mem: 29860 [07:29:45.962475] Epoch: [263] [ 560/2904] eta: 0:30:25 lr: 0.001924 loss: 0.1807 (0.1940) loss_rec_all: 0.2066 (0.2199) loss_rec_sfr: 0.2668 (0.2871) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [07:30:00.880029] Epoch: [263] [ 580/2904] eta: 0:30:06 lr: 0.001924 loss: 0.1802 (0.1937) loss_rec_all: 0.2059 (0.2196) loss_rec_sfr: 0.2569 (0.2862) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [07:30:15.803377] Epoch: [263] [ 600/2904] eta: 0:29:49 lr: 0.001924 loss: 0.1834 (0.1939) loss_rec_all: 0.2095 (0.2198) loss_rec_sfr: 0.2686 (0.2868) loss_cl: -0.2790 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [07:30:30.721293] Epoch: [263] [ 620/2904] eta: 0:29:31 lr: 0.001924 loss: 0.1783 (0.1937) loss_rec_all: 0.2047 (0.2195) loss_rec_sfr: 0.2586 (0.2860) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [07:30:45.640374] Epoch: [263] [ 640/2904] eta: 0:29:13 lr: 0.001924 loss: 0.1843 (0.1935) loss_rec_all: 0.2108 (0.2194) loss_rec_sfr: 0.2618 (0.2852) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [07:31:00.554756] Epoch: [263] [ 660/2904] eta: 0:28:56 lr: 0.001924 loss: 0.1856 (0.1935) loss_rec_all: 0.2116 (0.2194) loss_rec_sfr: 0.2584 (0.2848) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [07:31:15.468460] Epoch: [263] [ 680/2904] eta: 0:28:38 lr: 0.001924 loss: 0.1822 (0.1933) loss_rec_all: 0.2086 (0.2192) loss_rec_sfr: 0.2563 (0.2841) loss_cl: -0.2794 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [07:31:30.381214] Epoch: [263] [ 700/2904] eta: 0:28:21 lr: 0.001924 loss: 0.1851 (0.1935) loss_rec_all: 0.2111 (0.2194) loss_rec_sfr: 0.2658 (0.2847) loss_cl: -0.2782 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [07:31:45.308623] Epoch: [263] [ 720/2904] eta: 0:28:04 lr: 0.001924 loss: 0.1818 (0.1932) loss_rec_all: 0.2077 (0.2191) loss_rec_sfr: 0.2604 (0.2839) loss_cl: -0.2790 (-0.2788) time: 0.7463 data: 0.0003 max mem: 29860 [07:32:00.225542] Epoch: [263] [ 740/2904] eta: 0:27:47 lr: 0.001924 loss: 0.1816 (0.1933) loss_rec_all: 0.2082 (0.2192) loss_rec_sfr: 0.2474 (0.2839) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [07:32:15.144938] Epoch: [263] [ 760/2904] eta: 0:27:30 lr: 0.001924 loss: 0.1815 (0.1931) loss_rec_all: 0.2076 (0.2190) loss_rec_sfr: 0.2642 (0.2835) loss_cl: -0.2798 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [07:32:30.060910] Epoch: [263] [ 780/2904] eta: 0:27:14 lr: 0.001924 loss: 0.1790 (0.1930) loss_rec_all: 0.2050 (0.2189) loss_rec_sfr: 0.2711 (0.2834) loss_cl: -0.2790 (-0.2789) time: 0.7458 data: 0.0003 max mem: 29860 [07:32:44.973522] Epoch: [263] [ 800/2904] eta: 0:26:57 lr: 0.001924 loss: 0.1882 (0.1932) loss_rec_all: 0.2140 (0.2191) loss_rec_sfr: 0.2657 (0.2838) loss_cl: -0.2782 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [07:32:59.886759] Epoch: [263] [ 820/2904] eta: 0:26:41 lr: 0.001924 loss: 0.1830 (0.1931) loss_rec_all: 0.2090 (0.2190) loss_rec_sfr: 0.2649 (0.2834) loss_cl: -0.2781 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [07:33:14.798888] Epoch: [263] [ 840/2904] eta: 0:26:24 lr: 0.001924 loss: 0.1832 (0.1932) loss_rec_all: 0.2092 (0.2191) loss_rec_sfr: 0.2750 (0.2840) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [07:33:29.702068] Epoch: [263] [ 860/2904] eta: 0:26:08 lr: 0.001924 loss: 0.1800 (0.1931) loss_rec_all: 0.2061 (0.2190) loss_rec_sfr: 0.2346 (0.2834) loss_cl: -0.2800 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [07:33:44.611373] Epoch: [263] [ 880/2904] eta: 0:25:51 lr: 0.001924 loss: 0.1848 (0.1932) loss_rec_all: 0.2108 (0.2191) loss_rec_sfr: 0.2679 (0.2837) loss_cl: -0.2793 (-0.2789) time: 0.7454 data: 0.0003 max mem: 29860 [07:33:59.516735] Epoch: [263] [ 900/2904] eta: 0:25:35 lr: 0.001924 loss: 0.1820 (0.1931) loss_rec_all: 0.2078 (0.2190) loss_rec_sfr: 0.2739 (0.2836) loss_cl: -0.2793 (-0.2789) time: 0.7452 data: 0.0003 max mem: 29860 [07:34:14.424424] Epoch: [263] [ 920/2904] eta: 0:25:19 lr: 0.001924 loss: 0.1808 (0.1930) loss_rec_all: 0.2067 (0.2189) loss_rec_sfr: 0.2673 (0.2833) loss_cl: -0.2783 (-0.2789) time: 0.7453 data: 0.0003 max mem: 29860 [07:34:29.334398] Epoch: [263] [ 940/2904] eta: 0:25:03 lr: 0.001924 loss: 0.1829 (0.1930) loss_rec_all: 0.2093 (0.2189) loss_rec_sfr: 0.2651 (0.2832) loss_cl: -0.2787 (-0.2789) time: 0.7454 data: 0.0003 max mem: 29860 [07:34:44.248165] Epoch: [263] [ 960/2904] eta: 0:24:47 lr: 0.001924 loss: 0.1816 (0.1931) loss_rec_all: 0.2079 (0.2190) loss_rec_sfr: 0.2637 (0.2836) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [07:34:59.159435] Epoch: [263] [ 980/2904] eta: 0:24:30 lr: 0.001924 loss: 0.1890 (0.1934) loss_rec_all: 0.2149 (0.2193) loss_rec_sfr: 0.2767 (0.2845) loss_cl: -0.2778 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [07:35:14.069974] Epoch: [263] [1000/2904] eta: 0:24:14 lr: 0.001924 loss: 0.1881 (0.1933) loss_rec_all: 0.2143 (0.2192) loss_rec_sfr: 0.2588 (0.2840) loss_cl: -0.2794 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [07:35:28.973122] Epoch: [263] [1020/2904] eta: 0:23:58 lr: 0.001924 loss: 0.1807 (0.1931) loss_rec_all: 0.2072 (0.2190) loss_rec_sfr: 0.2604 (0.2835) loss_cl: -0.2799 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [07:35:43.879961] Epoch: [263] [1040/2904] eta: 0:23:43 lr: 0.001924 loss: 0.1867 (0.1933) loss_rec_all: 0.2131 (0.2192) loss_rec_sfr: 0.2669 (0.2838) loss_cl: -0.2793 (-0.2789) time: 0.7453 data: 0.0003 max mem: 29860 [07:35:58.791365] Epoch: [263] [1060/2904] eta: 0:23:27 lr: 0.001924 loss: 0.1772 (0.1931) loss_rec_all: 0.2031 (0.2190) loss_rec_sfr: 0.2301 (0.2832) loss_cl: -0.2791 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [07:36:13.703634] Epoch: [263] [1080/2904] eta: 0:23:11 lr: 0.001924 loss: 0.1816 (0.1931) loss_rec_all: 0.2076 (0.2190) loss_rec_sfr: 0.2624 (0.2834) loss_cl: -0.2785 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [07:36:28.617480] Epoch: [263] [1100/2904] eta: 0:22:55 lr: 0.001924 loss: 0.1834 (0.1932) loss_rec_all: 0.2094 (0.2191) loss_rec_sfr: 0.2636 (0.2838) loss_cl: -0.2791 (-0.2789) time: 0.7456 data: 0.0003 max mem: 29860 [07:36:43.528967] Epoch: [263] [1120/2904] eta: 0:22:39 lr: 0.001924 loss: 0.1810 (0.1931) loss_rec_all: 0.2074 (0.2191) loss_rec_sfr: 0.2643 (0.2835) loss_cl: -0.2786 (-0.2789) time: 0.7455 data: 0.0003 max mem: 29860 [07:36:58.439641] Epoch: [263] [1140/2904] eta: 0:22:23 lr: 0.001924 loss: 0.1809 (0.1931) loss_rec_all: 0.2068 (0.2190) loss_rec_sfr: 0.2543 (0.2832) loss_cl: -0.2784 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [07:37:13.350138] Epoch: [263] [1160/2904] eta: 0:22:08 lr: 0.001924 loss: 0.1835 (0.1930) loss_rec_all: 0.2094 (0.2189) loss_rec_sfr: 0.2649 (0.2831) loss_cl: -0.2784 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [07:37:28.256602] Epoch: [263] [1180/2904] eta: 0:21:52 lr: 0.001924 loss: 0.1837 (0.1930) loss_rec_all: 0.2096 (0.2189) loss_rec_sfr: 0.2648 (0.2830) loss_cl: -0.2788 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [07:37:43.164866] Epoch: [263] [1200/2904] eta: 0:21:36 lr: 0.001924 loss: 0.1823 (0.1930) loss_rec_all: 0.2084 (0.2189) loss_rec_sfr: 0.2599 (0.2828) loss_cl: -0.2788 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [07:37:58.074952] Epoch: [263] [1220/2904] eta: 0:21:21 lr: 0.001924 loss: 0.1830 (0.1929) loss_rec_all: 0.2088 (0.2188) loss_rec_sfr: 0.2731 (0.2828) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [07:38:12.984543] Epoch: [263] [1240/2904] eta: 0:21:05 lr: 0.001924 loss: 0.1831 (0.1929) loss_rec_all: 0.2097 (0.2188) loss_rec_sfr: 0.2611 (0.2827) loss_cl: -0.2784 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [07:38:27.897324] Epoch: [263] [1260/2904] eta: 0:20:49 lr: 0.001924 loss: 0.1852 (0.1930) loss_rec_all: 0.2109 (0.2189) loss_rec_sfr: 0.2777 (0.2832) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [07:38:42.813334] Epoch: [263] [1280/2904] eta: 0:20:34 lr: 0.001924 loss: 0.1801 (0.1929) loss_rec_all: 0.2063 (0.2188) loss_rec_sfr: 0.2278 (0.2827) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [07:38:57.709759] Epoch: [263] [1300/2904] eta: 0:20:18 lr: 0.001923 loss: 0.1787 (0.1928) loss_rec_all: 0.2050 (0.2187) loss_rec_sfr: 0.2642 (0.2825) loss_cl: -0.2794 (-0.2788) time: 0.7448 data: 0.0003 max mem: 29860 [07:39:12.624906] Epoch: [263] [1320/2904] eta: 0:20:03 lr: 0.001923 loss: 0.1824 (0.1929) loss_rec_all: 0.2084 (0.2188) loss_rec_sfr: 0.2697 (0.2827) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [07:39:27.534847] Epoch: [263] [1340/2904] eta: 0:19:47 lr: 0.001923 loss: 0.1820 (0.1930) loss_rec_all: 0.2079 (0.2189) loss_rec_sfr: 0.2669 (0.2830) loss_cl: -0.2785 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [07:39:42.451808] Epoch: [263] [1360/2904] eta: 0:19:32 lr: 0.001923 loss: 0.1850 (0.1929) loss_rec_all: 0.2110 (0.2189) loss_rec_sfr: 0.2689 (0.2830) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [07:39:57.362971] Epoch: [263] [1380/2904] eta: 0:19:16 lr: 0.001923 loss: 0.1771 (0.1928) loss_rec_all: 0.2036 (0.2188) loss_rec_sfr: 0.2226 (0.2826) loss_cl: -0.2792 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [07:40:12.274662] Epoch: [263] [1400/2904] eta: 0:19:01 lr: 0.001923 loss: 0.1799 (0.1929) loss_rec_all: 0.2061 (0.2188) loss_rec_sfr: 0.2599 (0.2827) loss_cl: -0.2795 (-0.2789) time: 0.7455 data: 0.0003 max mem: 29860 [07:40:27.186746] Epoch: [263] [1420/2904] eta: 0:18:45 lr: 0.001923 loss: 0.1820 (0.1928) loss_rec_all: 0.2081 (0.2187) loss_rec_sfr: 0.2288 (0.2824) loss_cl: -0.2790 (-0.2789) time: 0.7456 data: 0.0003 max mem: 29860 [07:40:42.101593] Epoch: [263] [1440/2904] eta: 0:18:30 lr: 0.001923 loss: 0.1820 (0.1927) loss_rec_all: 0.2079 (0.2186) loss_rec_sfr: 0.2691 (0.2821) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [07:40:57.010605] Epoch: [263] [1460/2904] eta: 0:18:14 lr: 0.001923 loss: 0.1873 (0.1927) loss_rec_all: 0.2133 (0.2186) loss_rec_sfr: 0.2662 (0.2820) loss_cl: -0.2791 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [07:41:11.925335] Epoch: [263] [1480/2904] eta: 0:17:59 lr: 0.001923 loss: 0.1812 (0.1927) loss_rec_all: 0.2077 (0.2186) loss_rec_sfr: 0.2573 (0.2818) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [07:41:26.837824] Epoch: [263] [1500/2904] eta: 0:17:44 lr: 0.001923 loss: 0.1824 (0.1927) loss_rec_all: 0.2087 (0.2186) loss_rec_sfr: 0.2675 (0.2818) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [07:41:41.747367] Epoch: [263] [1520/2904] eta: 0:17:28 lr: 0.001923 loss: 0.1814 (0.1927) loss_rec_all: 0.2074 (0.2186) loss_rec_sfr: 0.2699 (0.2822) loss_cl: -0.2796 (-0.2789) time: 0.7454 data: 0.0003 max mem: 29860 [07:41:56.659180] Epoch: [263] [1540/2904] eta: 0:17:13 lr: 0.001923 loss: 0.1805 (0.1926) loss_rec_all: 0.2068 (0.2185) loss_rec_sfr: 0.2220 (0.2819) loss_cl: -0.2797 (-0.2789) time: 0.7455 data: 0.0003 max mem: 29860 [07:42:11.571654] Epoch: [263] [1560/2904] eta: 0:16:58 lr: 0.001923 loss: 0.1837 (0.1926) loss_rec_all: 0.2096 (0.2186) loss_rec_sfr: 0.2678 (0.2819) loss_cl: -0.2792 (-0.2789) time: 0.7456 data: 0.0003 max mem: 29860 [07:42:26.495825] Epoch: [263] [1580/2904] eta: 0:16:42 lr: 0.001923 loss: 0.1866 (0.1927) loss_rec_all: 0.2127 (0.2186) loss_rec_sfr: 0.2663 (0.2822) loss_cl: -0.2784 (-0.2789) time: 0.7462 data: 0.0003 max mem: 29860 [07:42:41.414306] Epoch: [263] [1600/2904] eta: 0:16:27 lr: 0.001923 loss: 0.1803 (0.1926) loss_rec_all: 0.2060 (0.2185) loss_rec_sfr: 0.2650 (0.2820) loss_cl: -0.2784 (-0.2789) time: 0.7459 data: 0.0003 max mem: 29860 [07:42:56.327960] Epoch: [263] [1620/2904] eta: 0:16:12 lr: 0.001923 loss: 0.1782 (0.1925) loss_rec_all: 0.2046 (0.2184) loss_rec_sfr: 0.2562 (0.2817) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [07:43:11.238513] Epoch: [263] [1640/2904] eta: 0:15:56 lr: 0.001923 loss: 0.1814 (0.1926) loss_rec_all: 0.2076 (0.2185) loss_rec_sfr: 0.2557 (0.2818) loss_cl: -0.2785 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [07:43:26.158762] Epoch: [263] [1660/2904] eta: 0:15:41 lr: 0.001923 loss: 0.1857 (0.1926) loss_rec_all: 0.2116 (0.2185) loss_rec_sfr: 0.2700 (0.2820) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [07:43:41.081452] Epoch: [263] [1680/2904] eta: 0:15:26 lr: 0.001923 loss: 0.1812 (0.1926) loss_rec_all: 0.2074 (0.2185) loss_rec_sfr: 0.2709 (0.2820) loss_cl: -0.2787 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [07:43:55.999465] Epoch: [263] [1700/2904] eta: 0:15:10 lr: 0.001923 loss: 0.1851 (0.1926) loss_rec_all: 0.2112 (0.2185) loss_rec_sfr: 0.2624 (0.2821) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [07:44:10.921328] Epoch: [263] [1720/2904] eta: 0:14:55 lr: 0.001923 loss: 0.1838 (0.1926) loss_rec_all: 0.2099 (0.2185) loss_rec_sfr: 0.2640 (0.2819) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [07:44:25.831288] Epoch: [263] [1740/2904] eta: 0:14:40 lr: 0.001923 loss: 0.1809 (0.1926) loss_rec_all: 0.2071 (0.2185) loss_rec_sfr: 0.2734 (0.2821) loss_cl: -0.2798 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [07:44:40.735341] Epoch: [263] [1760/2904] eta: 0:14:25 lr: 0.001923 loss: 0.1825 (0.1926) loss_rec_all: 0.2084 (0.2185) loss_rec_sfr: 0.2642 (0.2820) loss_cl: -0.2792 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [07:44:55.651435] Epoch: [263] [1780/2904] eta: 0:14:09 lr: 0.001923 loss: 0.1850 (0.1926) loss_rec_all: 0.2116 (0.2185) loss_rec_sfr: 0.2641 (0.2822) loss_cl: -0.2794 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [07:45:10.566392] Epoch: [263] [1800/2904] eta: 0:13:54 lr: 0.001923 loss: 0.1833 (0.1926) loss_rec_all: 0.2091 (0.2185) loss_rec_sfr: 0.2646 (0.2822) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [07:45:25.476994] Epoch: [263] [1820/2904] eta: 0:13:39 lr: 0.001923 loss: 0.1815 (0.1925) loss_rec_all: 0.2077 (0.2185) loss_rec_sfr: 0.2681 (0.2820) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [07:45:40.394075] Epoch: [263] [1840/2904] eta: 0:13:24 lr: 0.001923 loss: 0.1819 (0.1926) loss_rec_all: 0.2078 (0.2185) loss_rec_sfr: 0.2694 (0.2822) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [07:45:55.305870] Epoch: [263] [1860/2904] eta: 0:13:08 lr: 0.001923 loss: 0.1885 (0.1927) loss_rec_all: 0.2145 (0.2186) loss_rec_sfr: 0.2744 (0.2826) loss_cl: -0.2780 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [07:46:10.223756] Epoch: [263] [1880/2904] eta: 0:12:53 lr: 0.001923 loss: 0.1817 (0.1928) loss_rec_all: 0.2077 (0.2187) loss_rec_sfr: 0.2663 (0.2827) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [07:46:25.138018] Epoch: [263] [1900/2904] eta: 0:12:38 lr: 0.001923 loss: 0.1814 (0.1928) loss_rec_all: 0.2077 (0.2187) loss_rec_sfr: 0.2727 (0.2829) loss_cl: -0.2793 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [07:46:40.060505] Epoch: [263] [1920/2904] eta: 0:12:23 lr: 0.001923 loss: 0.1827 (0.1927) loss_rec_all: 0.2091 (0.2186) loss_rec_sfr: 0.2573 (0.2825) loss_cl: -0.2789 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [07:46:54.968157] Epoch: [263] [1940/2904] eta: 0:12:07 lr: 0.001923 loss: 0.1820 (0.1927) loss_rec_all: 0.2079 (0.2186) loss_rec_sfr: 0.2692 (0.2825) loss_cl: -0.2793 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [07:47:09.881152] Epoch: [263] [1960/2904] eta: 0:11:52 lr: 0.001923 loss: 0.1800 (0.1927) loss_rec_all: 0.2064 (0.2186) loss_rec_sfr: 0.2263 (0.2823) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [07:47:24.792108] Epoch: [263] [1980/2904] eta: 0:11:37 lr: 0.001923 loss: 0.1873 (0.1927) loss_rec_all: 0.2134 (0.2187) loss_rec_sfr: 0.2589 (0.2825) loss_cl: -0.2784 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [07:47:39.708079] Epoch: [263] [2000/2904] eta: 0:11:22 lr: 0.001923 loss: 0.1824 (0.1927) loss_rec_all: 0.2082 (0.2186) loss_rec_sfr: 0.2606 (0.2825) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [07:47:54.619153] Epoch: [263] [2020/2904] eta: 0:11:07 lr: 0.001923 loss: 0.1864 (0.1928) loss_rec_all: 0.2126 (0.2187) loss_rec_sfr: 0.2745 (0.2828) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [07:48:09.530845] Epoch: [263] [2040/2904] eta: 0:10:52 lr: 0.001922 loss: 0.1820 (0.1928) loss_rec_all: 0.2080 (0.2187) loss_rec_sfr: 0.2600 (0.2828) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [07:48:24.450833] Epoch: [263] [2060/2904] eta: 0:10:36 lr: 0.001922 loss: 0.1813 (0.1928) loss_rec_all: 0.2079 (0.2187) loss_rec_sfr: 0.2621 (0.2829) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [07:48:39.365249] Epoch: [263] [2080/2904] eta: 0:10:21 lr: 0.001922 loss: 0.1819 (0.1928) loss_rec_all: 0.2078 (0.2187) loss_rec_sfr: 0.2561 (0.2827) loss_cl: -0.2783 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [07:48:54.281439] Epoch: [263] [2100/2904] eta: 0:10:06 lr: 0.001922 loss: 0.1803 (0.1927) loss_rec_all: 0.2060 (0.2186) loss_rec_sfr: 0.2655 (0.2827) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [07:49:09.195322] Epoch: [263] [2120/2904] eta: 0:09:51 lr: 0.001922 loss: 0.1830 (0.1927) loss_rec_all: 0.2092 (0.2186) loss_rec_sfr: 0.2655 (0.2826) loss_cl: -0.2794 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [07:49:24.112462] Epoch: [263] [2140/2904] eta: 0:09:36 lr: 0.001922 loss: 0.1845 (0.1927) loss_rec_all: 0.2104 (0.2186) loss_rec_sfr: 0.2740 (0.2827) loss_cl: -0.2794 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [07:49:39.026789] Epoch: [263] [2160/2904] eta: 0:09:21 lr: 0.001922 loss: 0.1844 (0.1927) loss_rec_all: 0.2103 (0.2186) loss_rec_sfr: 0.2666 (0.2827) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [07:49:53.942767] Epoch: [263] [2180/2904] eta: 0:09:05 lr: 0.001922 loss: 0.1816 (0.1927) loss_rec_all: 0.2076 (0.2186) loss_rec_sfr: 0.2587 (0.2827) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [07:50:08.868461] Epoch: [263] [2200/2904] eta: 0:08:50 lr: 0.001922 loss: 0.1849 (0.1927) loss_rec_all: 0.2111 (0.2186) loss_rec_sfr: 0.2726 (0.2828) loss_cl: -0.2798 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [07:50:23.792832] Epoch: [263] [2220/2904] eta: 0:08:35 lr: 0.001922 loss: 0.1824 (0.1927) loss_rec_all: 0.2083 (0.2186) loss_rec_sfr: 0.2648 (0.2828) loss_cl: -0.2792 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [07:50:38.715823] Epoch: [263] [2240/2904] eta: 0:08:20 lr: 0.001922 loss: 0.1811 (0.1927) loss_rec_all: 0.2075 (0.2186) loss_rec_sfr: 0.2597 (0.2828) loss_cl: -0.2791 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [07:50:53.643287] Epoch: [263] [2260/2904] eta: 0:08:05 lr: 0.001922 loss: 0.1804 (0.1927) loss_rec_all: 0.2065 (0.2186) loss_rec_sfr: 0.2660 (0.2828) loss_cl: -0.2789 (-0.2788) time: 0.7463 data: 0.0003 max mem: 29860 [07:51:08.565578] Epoch: [263] [2280/2904] eta: 0:07:50 lr: 0.001922 loss: 0.1849 (0.1927) loss_rec_all: 0.2106 (0.2186) loss_rec_sfr: 0.2718 (0.2828) loss_cl: -0.2779 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [07:51:23.476416] Epoch: [263] [2300/2904] eta: 0:07:35 lr: 0.001922 loss: 0.1801 (0.1926) loss_rec_all: 0.2065 (0.2186) loss_rec_sfr: 0.2347 (0.2826) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [07:51:38.395430] Epoch: [263] [2320/2904] eta: 0:07:20 lr: 0.001922 loss: 0.1818 (0.1926) loss_rec_all: 0.2078 (0.2185) loss_rec_sfr: 0.2585 (0.2825) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [07:51:53.316715] Epoch: [263] [2340/2904] eta: 0:07:05 lr: 0.001922 loss: 0.1829 (0.1926) loss_rec_all: 0.2088 (0.2185) loss_rec_sfr: 0.2641 (0.2824) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [07:52:08.234820] Epoch: [263] [2360/2904] eta: 0:06:49 lr: 0.001922 loss: 0.1833 (0.1926) loss_rec_all: 0.2100 (0.2185) loss_rec_sfr: 0.2582 (0.2822) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [07:52:23.156176] Epoch: [263] [2380/2904] eta: 0:06:34 lr: 0.001922 loss: 0.1856 (0.1926) loss_rec_all: 0.2116 (0.2185) loss_rec_sfr: 0.2698 (0.2824) loss_cl: -0.2791 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [07:52:38.089203] Epoch: [263] [2400/2904] eta: 0:06:19 lr: 0.001922 loss: 0.1794 (0.1925) loss_rec_all: 0.2055 (0.2185) loss_rec_sfr: 0.2578 (0.2821) loss_cl: -0.2792 (-0.2788) time: 0.7466 data: 0.0003 max mem: 29860 [07:52:53.009220] Epoch: [263] [2420/2904] eta: 0:06:04 lr: 0.001922 loss: 0.1848 (0.1926) loss_rec_all: 0.2107 (0.2185) loss_rec_sfr: 0.2639 (0.2821) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [07:53:07.931434] Epoch: [263] [2440/2904] eta: 0:05:49 lr: 0.001922 loss: 0.1803 (0.1926) loss_rec_all: 0.2065 (0.2185) loss_rec_sfr: 0.2691 (0.2823) loss_cl: -0.2790 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [07:53:22.851584] Epoch: [263] [2460/2904] eta: 0:05:34 lr: 0.001922 loss: 0.1829 (0.1926) loss_rec_all: 0.2089 (0.2185) loss_rec_sfr: 0.2689 (0.2823) loss_cl: -0.2794 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [07:53:37.764396] Epoch: [263] [2480/2904] eta: 0:05:19 lr: 0.001922 loss: 0.1806 (0.1925) loss_rec_all: 0.2064 (0.2184) loss_rec_sfr: 0.2704 (0.2822) loss_cl: -0.2799 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [07:53:52.677900] Epoch: [263] [2500/2904] eta: 0:05:04 lr: 0.001922 loss: 0.1821 (0.1925) loss_rec_all: 0.2081 (0.2184) loss_rec_sfr: 0.2663 (0.2822) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [07:54:07.592030] Epoch: [263] [2520/2904] eta: 0:04:49 lr: 0.001922 loss: 0.1824 (0.1925) loss_rec_all: 0.2086 (0.2184) loss_rec_sfr: 0.2368 (0.2822) loss_cl: -0.2783 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [07:54:22.513291] Epoch: [263] [2540/2904] eta: 0:04:34 lr: 0.001922 loss: 0.1871 (0.1926) loss_rec_all: 0.2129 (0.2185) loss_rec_sfr: 0.2652 (0.2823) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [07:54:37.423759] Epoch: [263] [2560/2904] eta: 0:04:19 lr: 0.001922 loss: 0.1842 (0.1926) loss_rec_all: 0.2101 (0.2185) loss_rec_sfr: 0.2785 (0.2825) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [07:54:52.336091] Epoch: [263] [2580/2904] eta: 0:04:03 lr: 0.001922 loss: 0.1861 (0.1926) loss_rec_all: 0.2118 (0.2186) loss_rec_sfr: 0.2660 (0.2826) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [07:55:07.249687] Epoch: [263] [2600/2904] eta: 0:03:48 lr: 0.001922 loss: 0.1854 (0.1927) loss_rec_all: 0.2112 (0.2186) loss_rec_sfr: 0.2661 (0.2826) loss_cl: -0.2776 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [07:55:22.158615] Epoch: [263] [2620/2904] eta: 0:03:33 lr: 0.001922 loss: 0.1831 (0.1927) loss_rec_all: 0.2090 (0.2186) loss_rec_sfr: 0.2365 (0.2826) loss_cl: -0.2792 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [07:55:37.072095] Epoch: [263] [2640/2904] eta: 0:03:18 lr: 0.001922 loss: 0.1843 (0.1927) loss_rec_all: 0.2102 (0.2186) loss_rec_sfr: 0.2644 (0.2827) loss_cl: -0.2796 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [07:55:51.979035] Epoch: [263] [2660/2904] eta: 0:03:03 lr: 0.001922 loss: 0.1871 (0.1928) loss_rec_all: 0.2132 (0.2187) loss_rec_sfr: 0.2724 (0.2829) loss_cl: -0.2789 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [07:56:06.887868] Epoch: [263] [2680/2904] eta: 0:02:48 lr: 0.001922 loss: 0.1836 (0.1928) loss_rec_all: 0.2095 (0.2187) loss_rec_sfr: 0.2715 (0.2829) loss_cl: -0.2778 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [07:56:21.808335] Epoch: [263] [2700/2904] eta: 0:02:33 lr: 0.001922 loss: 0.1835 (0.1927) loss_rec_all: 0.2094 (0.2186) loss_rec_sfr: 0.2550 (0.2827) loss_cl: -0.2796 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [07:56:36.730520] Epoch: [263] [2720/2904] eta: 0:02:18 lr: 0.001922 loss: 0.1850 (0.1928) loss_rec_all: 0.2110 (0.2187) loss_rec_sfr: 0.2752 (0.2829) loss_cl: -0.2800 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [07:56:51.644376] Epoch: [263] [2740/2904] eta: 0:02:03 lr: 0.001922 loss: 0.1826 (0.1928) loss_rec_all: 0.2088 (0.2187) loss_rec_sfr: 0.2646 (0.2831) loss_cl: -0.2797 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [07:57:06.554001] Epoch: [263] [2760/2904] eta: 0:01:48 lr: 0.001921 loss: 0.1805 (0.1928) loss_rec_all: 0.2070 (0.2187) loss_rec_sfr: 0.2407 (0.2829) loss_cl: -0.2781 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [07:57:21.484569] Epoch: [263] [2780/2904] eta: 0:01:33 lr: 0.001921 loss: 0.1808 (0.1927) loss_rec_all: 0.2073 (0.2186) loss_rec_sfr: 0.2616 (0.2826) loss_cl: -0.2788 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [07:57:36.407070] Epoch: [263] [2800/2904] eta: 0:01:18 lr: 0.001921 loss: 0.1857 (0.1927) loss_rec_all: 0.2117 (0.2186) loss_rec_sfr: 0.2684 (0.2827) loss_cl: -0.2790 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [07:57:51.330217] Epoch: [263] [2820/2904] eta: 0:01:03 lr: 0.001921 loss: 0.1874 (0.1927) loss_rec_all: 0.2131 (0.2187) loss_rec_sfr: 0.2656 (0.2828) loss_cl: -0.2794 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [07:58:06.282808] Epoch: [263] [2840/2904] eta: 0:00:48 lr: 0.001921 loss: 0.1895 (0.1929) loss_rec_all: 0.2155 (0.2188) loss_rec_sfr: 0.2707 (0.2831) loss_cl: -0.2790 (-0.2788) time: 0.7476 data: 0.0024 max mem: 29860 [07:58:21.190688] Epoch: [263] [2860/2904] eta: 0:00:33 lr: 0.001921 loss: 0.1836 (0.1928) loss_rec_all: 0.2094 (0.2187) loss_rec_sfr: 0.2668 (0.2830) loss_cl: -0.2779 (-0.2788) time: 0.7454 data: 0.0001 max mem: 29860 [07:58:36.088538] Epoch: [263] [2880/2904] eta: 0:00:18 lr: 0.001921 loss: 0.1814 (0.1928) loss_rec_all: 0.2077 (0.2187) loss_rec_sfr: 0.2708 (0.2830) loss_cl: -0.2778 (-0.2788) time: 0.7448 data: 0.0001 max mem: 29860 [07:58:50.990204] Epoch: [263] [2900/2904] eta: 0:00:03 lr: 0.001921 loss: 0.1834 (0.1928) loss_rec_all: 0.2095 (0.2187) loss_rec_sfr: 0.2666 (0.2830) loss_cl: -0.2783 (-0.2788) time: 0.7450 data: 0.0001 max mem: 29860 [07:58:53.232136] Epoch: [263] [2903/2904] eta: 0:00:00 lr: 0.001921 loss: 0.1837 (0.1928) loss_rec_all: 0.2095 (0.2187) loss_rec_sfr: 0.2666 (0.2830) loss_cl: -0.2784 (-0.2788) time: 0.7450 data: 0.0001 max mem: 29860 [07:58:55.458686] Epoch: [263] Total time: 0:36:26 (0.7529 s / it) [07:58:55.474113] Averaged stats: lr: 0.001921 loss: 0.1837 (0.1951) loss_rec_all: 0.2095 (0.2187) loss_rec_sfr: 0.2666 (0.2828) loss_cl: -0.2784 (-0.2556) [07:58:55.479426] log_dir: ./checkpoint/VF2_ViT-B [07:59:16.186905] Epoch: [264] [ 0/2904] eta: 16:42:12 lr: 0.001921 loss: 0.1797 (0.1797) loss_rec_all: 0.2056 (0.2056) loss_rec_sfr: 0.2830 (0.2830) loss_cl: -0.2783 (-0.2783) time: 20.7067 data: 19.9739 max mem: 29860 [07:59:33.262391] Epoch: [264] [ 20/2904] eta: 1:26:28 lr: 0.001921 loss: 0.1818 (0.1982) loss_rec_all: 0.2079 (0.2239) loss_rec_sfr: 0.2754 (0.3155) loss_cl: -0.2795 (-0.2796) time: 0.8537 data: 0.0002 max mem: 29860 [07:59:48.151017] Epoch: [264] [ 40/2904] eta: 1:01:19 lr: 0.001921 loss: 0.1839 (0.1999) loss_rec_all: 0.2101 (0.2256) loss_rec_sfr: 0.2609 (0.3136) loss_cl: -0.2788 (-0.2792) time: 0.7444 data: 0.0002 max mem: 29860 [08:00:03.046440] Epoch: [264] [ 60/2904] eta: 0:52:30 lr: 0.001921 loss: 0.1877 (0.1987) loss_rec_all: 0.2138 (0.2245) loss_rec_sfr: 0.2639 (0.3080) loss_cl: -0.2787 (-0.2789) time: 0.7447 data: 0.0002 max mem: 29860 [08:00:17.959036] Epoch: [264] [ 80/2904] eta: 0:47:55 lr: 0.001921 loss: 0.1804 (0.1976) loss_rec_all: 0.2067 (0.2234) loss_rec_sfr: 0.2643 (0.3035) loss_cl: -0.2780 (-0.2787) time: 0.7456 data: 0.0003 max mem: 29860 [08:00:32.880583] Epoch: [264] [ 100/2904] eta: 0:45:03 lr: 0.001921 loss: 0.1825 (0.1964) loss_rec_all: 0.2086 (0.2222) loss_rec_sfr: 0.2635 (0.2990) loss_cl: -0.2793 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [08:00:47.803432] Epoch: [264] [ 120/2904] eta: 0:43:04 lr: 0.001921 loss: 0.1806 (0.1954) loss_rec_all: 0.2069 (0.2213) loss_rec_sfr: 0.2255 (0.2937) loss_cl: -0.2802 (-0.2790) time: 0.7461 data: 0.0003 max mem: 29860 [08:01:02.723547] Epoch: [264] [ 140/2904] eta: 0:41:34 lr: 0.001921 loss: 0.1875 (0.1959) loss_rec_all: 0.2137 (0.2218) loss_rec_sfr: 0.2605 (0.2939) loss_cl: -0.2792 (-0.2790) time: 0.7460 data: 0.0003 max mem: 29860 [08:01:17.650805] Epoch: [264] [ 160/2904] eta: 0:40:22 lr: 0.001921 loss: 0.1839 (0.1962) loss_rec_all: 0.2096 (0.2220) loss_rec_sfr: 0.2755 (0.2941) loss_cl: -0.2779 (-0.2789) time: 0.7463 data: 0.0003 max mem: 29860 [08:01:32.580196] Epoch: [264] [ 180/2904] eta: 0:39:24 lr: 0.001921 loss: 0.1827 (0.1958) loss_rec_all: 0.2088 (0.2217) loss_rec_sfr: 0.2583 (0.2930) loss_cl: -0.2789 (-0.2789) time: 0.7464 data: 0.0003 max mem: 29860 [08:01:47.499322] Epoch: [264] [ 200/2904] eta: 0:38:33 lr: 0.001921 loss: 0.1855 (0.1952) loss_rec_all: 0.2117 (0.2211) loss_rec_sfr: 0.2656 (0.2907) loss_cl: -0.2790 (-0.2789) time: 0.7459 data: 0.0003 max mem: 29860 [08:02:02.425404] Epoch: [264] [ 220/2904] eta: 0:37:50 lr: 0.001921 loss: 0.1813 (0.1947) loss_rec_all: 0.2077 (0.2206) loss_rec_sfr: 0.2314 (0.2886) loss_cl: -0.2792 (-0.2789) time: 0.7463 data: 0.0003 max mem: 29860 [08:02:17.344766] Epoch: [264] [ 240/2904] eta: 0:37:11 lr: 0.001921 loss: 0.1817 (0.1948) loss_rec_all: 0.2080 (0.2207) loss_rec_sfr: 0.2605 (0.2886) loss_cl: -0.2788 (-0.2789) time: 0.7459 data: 0.0003 max mem: 29860 [08:02:32.263520] Epoch: [264] [ 260/2904] eta: 0:36:35 lr: 0.001921 loss: 0.1782 (0.1942) loss_rec_all: 0.2047 (0.2201) loss_rec_sfr: 0.2336 (0.2862) loss_cl: -0.2777 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [08:02:47.209905] Epoch: [264] [ 280/2904] eta: 0:36:03 lr: 0.001921 loss: 0.1939 (0.1949) loss_rec_all: 0.2199 (0.2207) loss_rec_sfr: 0.2780 (0.2890) loss_cl: -0.2779 (-0.2788) time: 0.7473 data: 0.0002 max mem: 29860 [08:03:02.132078] Epoch: [264] [ 300/2904] eta: 0:35:33 lr: 0.001921 loss: 0.1910 (0.1950) loss_rec_all: 0.2173 (0.2209) loss_rec_sfr: 0.2679 (0.2898) loss_cl: -0.2790 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [08:03:17.054738] Epoch: [264] [ 320/2904] eta: 0:35:05 lr: 0.001921 loss: 0.1823 (0.1952) loss_rec_all: 0.2087 (0.2210) loss_rec_sfr: 0.2577 (0.2905) loss_cl: -0.2797 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [08:03:31.978244] Epoch: [264] [ 340/2904] eta: 0:34:38 lr: 0.001921 loss: 0.1851 (0.1950) loss_rec_all: 0.2114 (0.2209) loss_rec_sfr: 0.2617 (0.2897) loss_cl: -0.2796 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [08:03:46.920710] Epoch: [264] [ 360/2904] eta: 0:34:13 lr: 0.001921 loss: 0.1877 (0.1951) loss_rec_all: 0.2137 (0.2210) loss_rec_sfr: 0.2669 (0.2899) loss_cl: -0.2781 (-0.2788) time: 0.7471 data: 0.0003 max mem: 29860 [08:04:01.840762] Epoch: [264] [ 380/2904] eta: 0:33:49 lr: 0.001921 loss: 0.1828 (0.1948) loss_rec_all: 0.2086 (0.2207) loss_rec_sfr: 0.2407 (0.2886) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [08:04:16.762824] Epoch: [264] [ 400/2904] eta: 0:33:26 lr: 0.001921 loss: 0.1840 (0.1951) loss_rec_all: 0.2099 (0.2210) loss_rec_sfr: 0.2737 (0.2897) loss_cl: -0.2793 (-0.2789) time: 0.7460 data: 0.0003 max mem: 29860 [08:04:31.685049] Epoch: [264] [ 420/2904] eta: 0:33:03 lr: 0.001921 loss: 0.1834 (0.1949) loss_rec_all: 0.2098 (0.2208) loss_rec_sfr: 0.2632 (0.2890) loss_cl: -0.2788 (-0.2789) time: 0.7461 data: 0.0003 max mem: 29860 [08:04:46.606419] Epoch: [264] [ 440/2904] eta: 0:32:41 lr: 0.001921 loss: 0.1854 (0.1951) loss_rec_all: 0.2116 (0.2209) loss_rec_sfr: 0.2626 (0.2892) loss_cl: -0.2780 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [08:05:01.527096] Epoch: [264] [ 460/2904] eta: 0:32:20 lr: 0.001921 loss: 0.1825 (0.1950) loss_rec_all: 0.2088 (0.2209) loss_rec_sfr: 0.2270 (0.2883) loss_cl: -0.2797 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [08:05:16.451592] Epoch: [264] [ 480/2904] eta: 0:31:59 lr: 0.001921 loss: 0.1809 (0.1948) loss_rec_all: 0.2068 (0.2207) loss_rec_sfr: 0.2663 (0.2879) loss_cl: -0.2793 (-0.2789) time: 0.7462 data: 0.0003 max mem: 29860 [08:05:31.372712] Epoch: [264] [ 500/2904] eta: 0:31:39 lr: 0.001921 loss: 0.1814 (0.1945) loss_rec_all: 0.2075 (0.2204) loss_rec_sfr: 0.2641 (0.2873) loss_cl: -0.2790 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [08:05:46.288503] Epoch: [264] [ 520/2904] eta: 0:31:19 lr: 0.001921 loss: 0.1832 (0.1942) loss_rec_all: 0.2092 (0.2201) loss_rec_sfr: 0.2578 (0.2862) loss_cl: -0.2786 (-0.2789) time: 0.7457 data: 0.0003 max mem: 29860 [08:06:01.202524] Epoch: [264] [ 540/2904] eta: 0:31:00 lr: 0.001921 loss: 0.1831 (0.1944) loss_rec_all: 0.2091 (0.2203) loss_rec_sfr: 0.2658 (0.2869) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [08:06:16.123397] Epoch: [264] [ 560/2904] eta: 0:30:40 lr: 0.001921 loss: 0.1839 (0.1941) loss_rec_all: 0.2105 (0.2200) loss_rec_sfr: 0.2548 (0.2859) loss_cl: -0.2791 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [08:06:31.044467] Epoch: [264] [ 580/2904] eta: 0:30:22 lr: 0.001921 loss: 0.1828 (0.1944) loss_rec_all: 0.2095 (0.2203) loss_rec_sfr: 0.2716 (0.2870) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [08:06:45.965264] Epoch: [264] [ 600/2904] eta: 0:30:03 lr: 0.001920 loss: 0.1833 (0.1943) loss_rec_all: 0.2092 (0.2202) loss_rec_sfr: 0.2655 (0.2867) loss_cl: -0.2796 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [08:07:00.884315] Epoch: [264] [ 620/2904] eta: 0:29:45 lr: 0.001920 loss: 0.1850 (0.1944) loss_rec_all: 0.2110 (0.2202) loss_rec_sfr: 0.2711 (0.2871) loss_cl: -0.2796 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [08:07:15.802445] Epoch: [264] [ 640/2904] eta: 0:29:27 lr: 0.001920 loss: 0.1834 (0.1941) loss_rec_all: 0.2093 (0.2200) loss_rec_sfr: 0.2641 (0.2863) loss_cl: -0.2786 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [08:07:30.727404] Epoch: [264] [ 660/2904] eta: 0:29:09 lr: 0.001920 loss: 0.1837 (0.1941) loss_rec_all: 0.2096 (0.2200) loss_rec_sfr: 0.2583 (0.2862) loss_cl: -0.2784 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [08:07:45.652638] Epoch: [264] [ 680/2904] eta: 0:28:51 lr: 0.001920 loss: 0.1804 (0.1939) loss_rec_all: 0.2065 (0.2197) loss_rec_sfr: 0.2676 (0.2857) loss_cl: -0.2791 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [08:08:00.579064] Epoch: [264] [ 700/2904] eta: 0:28:33 lr: 0.001920 loss: 0.1838 (0.1939) loss_rec_all: 0.2103 (0.2198) loss_rec_sfr: 0.2604 (0.2856) loss_cl: -0.2803 (-0.2789) time: 0.7463 data: 0.0003 max mem: 29860 [08:08:15.500194] Epoch: [264] [ 720/2904] eta: 0:28:16 lr: 0.001920 loss: 0.1808 (0.1939) loss_rec_all: 0.2073 (0.2198) loss_rec_sfr: 0.2560 (0.2855) loss_cl: -0.2796 (-0.2789) time: 0.7460 data: 0.0003 max mem: 29860 [08:08:30.421284] Epoch: [264] [ 740/2904] eta: 0:27:58 lr: 0.001920 loss: 0.1805 (0.1938) loss_rec_all: 0.2066 (0.2197) loss_rec_sfr: 0.2639 (0.2854) loss_cl: -0.2788 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [08:08:45.336930] Epoch: [264] [ 760/2904] eta: 0:27:41 lr: 0.001920 loss: 0.1828 (0.1937) loss_rec_all: 0.2087 (0.2196) loss_rec_sfr: 0.2526 (0.2849) loss_cl: -0.2786 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [08:09:00.251852] Epoch: [264] [ 780/2904] eta: 0:27:24 lr: 0.001920 loss: 0.1786 (0.1935) loss_rec_all: 0.2052 (0.2194) loss_rec_sfr: 0.2577 (0.2840) loss_cl: -0.2784 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [08:09:15.168885] Epoch: [264] [ 800/2904] eta: 0:27:07 lr: 0.001920 loss: 0.1823 (0.1934) loss_rec_all: 0.2082 (0.2193) loss_rec_sfr: 0.2620 (0.2839) loss_cl: -0.2785 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [08:09:30.080201] Epoch: [264] [ 820/2904] eta: 0:26:50 lr: 0.001920 loss: 0.1825 (0.1935) loss_rec_all: 0.2087 (0.2194) loss_rec_sfr: 0.2524 (0.2839) loss_cl: -0.2790 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [08:09:45.006651] Epoch: [264] [ 840/2904] eta: 0:26:33 lr: 0.001920 loss: 0.1820 (0.1934) loss_rec_all: 0.2080 (0.2193) loss_rec_sfr: 0.2628 (0.2836) loss_cl: -0.2789 (-0.2789) time: 0.7463 data: 0.0003 max mem: 29860 [08:09:59.942231] Epoch: [264] [ 860/2904] eta: 0:26:17 lr: 0.001920 loss: 0.1877 (0.1934) loss_rec_all: 0.2138 (0.2193) loss_rec_sfr: 0.2675 (0.2834) loss_cl: -0.2797 (-0.2789) time: 0.7467 data: 0.0003 max mem: 29860 [08:10:14.856203] Epoch: [264] [ 880/2904] eta: 0:26:00 lr: 0.001920 loss: 0.1818 (0.1932) loss_rec_all: 0.2080 (0.2191) loss_rec_sfr: 0.2657 (0.2829) loss_cl: -0.2795 (-0.2789) time: 0.7457 data: 0.0003 max mem: 29860 [08:10:29.775875] Epoch: [264] [ 900/2904] eta: 0:25:44 lr: 0.001920 loss: 0.1825 (0.1932) loss_rec_all: 0.2086 (0.2191) loss_rec_sfr: 0.2780 (0.2832) loss_cl: -0.2795 (-0.2789) time: 0.7459 data: 0.0003 max mem: 29860 [08:10:44.683208] Epoch: [264] [ 920/2904] eta: 0:25:27 lr: 0.001920 loss: 0.1794 (0.1931) loss_rec_all: 0.2055 (0.2190) loss_rec_sfr: 0.2633 (0.2830) loss_cl: -0.2793 (-0.2789) time: 0.7453 data: 0.0003 max mem: 29860 [08:10:59.584036] Epoch: [264] [ 940/2904] eta: 0:25:11 lr: 0.001920 loss: 0.1822 (0.1930) loss_rec_all: 0.2083 (0.2190) loss_rec_sfr: 0.2656 (0.2829) loss_cl: -0.2775 (-0.2789) time: 0.7450 data: 0.0003 max mem: 29860 [08:11:14.488840] Epoch: [264] [ 960/2904] eta: 0:24:54 lr: 0.001920 loss: 0.1863 (0.1931) loss_rec_all: 0.2122 (0.2190) loss_rec_sfr: 0.2667 (0.2833) loss_cl: -0.2788 (-0.2789) time: 0.7452 data: 0.0003 max mem: 29860 [08:11:29.395330] Epoch: [264] [ 980/2904] eta: 0:24:38 lr: 0.001920 loss: 0.1822 (0.1930) loss_rec_all: 0.2086 (0.2189) loss_rec_sfr: 0.2654 (0.2831) loss_cl: -0.2793 (-0.2789) time: 0.7453 data: 0.0003 max mem: 29860 [08:11:44.298276] Epoch: [264] [1000/2904] eta: 0:24:22 lr: 0.001920 loss: 0.1827 (0.1930) loss_rec_all: 0.2086 (0.2189) loss_rec_sfr: 0.2570 (0.2829) loss_cl: -0.2788 (-0.2789) time: 0.7451 data: 0.0003 max mem: 29860 [08:11:59.212276] Epoch: [264] [1020/2904] eta: 0:24:06 lr: 0.001920 loss: 0.1821 (0.1929) loss_rec_all: 0.2084 (0.2188) loss_rec_sfr: 0.2338 (0.2825) loss_cl: -0.2795 (-0.2789) time: 0.7456 data: 0.0004 max mem: 29860 [08:12:14.105577] Epoch: [264] [1040/2904] eta: 0:23:49 lr: 0.001920 loss: 0.1777 (0.1928) loss_rec_all: 0.2035 (0.2187) loss_rec_sfr: 0.2625 (0.2823) loss_cl: -0.2794 (-0.2789) time: 0.7446 data: 0.0004 max mem: 29860 [08:12:29.001695] Epoch: [264] [1060/2904] eta: 0:23:33 lr: 0.001920 loss: 0.1806 (0.1927) loss_rec_all: 0.2069 (0.2186) loss_rec_sfr: 0.2621 (0.2822) loss_cl: -0.2788 (-0.2789) time: 0.7447 data: 0.0004 max mem: 29860 [08:12:43.893893] Epoch: [264] [1080/2904] eta: 0:23:17 lr: 0.001920 loss: 0.1825 (0.1928) loss_rec_all: 0.2088 (0.2187) loss_rec_sfr: 0.2641 (0.2823) loss_cl: -0.2782 (-0.2789) time: 0.7445 data: 0.0003 max mem: 29860 [08:12:58.789856] Epoch: [264] [1100/2904] eta: 0:23:01 lr: 0.001920 loss: 0.1814 (0.1927) loss_rec_all: 0.2080 (0.2186) loss_rec_sfr: 0.2621 (0.2821) loss_cl: -0.2792 (-0.2789) time: 0.7447 data: 0.0003 max mem: 29860 [08:13:13.699156] Epoch: [264] [1120/2904] eta: 0:22:45 lr: 0.001920 loss: 0.1855 (0.1928) loss_rec_all: 0.2118 (0.2187) loss_rec_sfr: 0.2595 (0.2822) loss_cl: -0.2795 (-0.2789) time: 0.7454 data: 0.0003 max mem: 29860 [08:13:28.594623] Epoch: [264] [1140/2904] eta: 0:22:29 lr: 0.001920 loss: 0.1876 (0.1929) loss_rec_all: 0.2138 (0.2189) loss_rec_sfr: 0.2606 (0.2826) loss_cl: -0.2793 (-0.2789) time: 0.7447 data: 0.0003 max mem: 29860 [08:13:43.491637] Epoch: [264] [1160/2904] eta: 0:22:13 lr: 0.001920 loss: 0.1849 (0.1930) loss_rec_all: 0.2107 (0.2189) loss_rec_sfr: 0.2593 (0.2826) loss_cl: -0.2792 (-0.2789) time: 0.7448 data: 0.0002 max mem: 29860 [08:13:58.385863] Epoch: [264] [1180/2904] eta: 0:21:57 lr: 0.001920 loss: 0.1846 (0.1930) loss_rec_all: 0.2105 (0.2189) loss_rec_sfr: 0.2589 (0.2827) loss_cl: -0.2783 (-0.2789) time: 0.7447 data: 0.0002 max mem: 29860 [08:14:13.279538] Epoch: [264] [1200/2904] eta: 0:21:42 lr: 0.001920 loss: 0.1863 (0.1931) loss_rec_all: 0.2122 (0.2190) loss_rec_sfr: 0.2601 (0.2828) loss_cl: -0.2783 (-0.2789) time: 0.7446 data: 0.0003 max mem: 29860 [08:14:28.170467] Epoch: [264] [1220/2904] eta: 0:21:26 lr: 0.001920 loss: 0.1885 (0.1933) loss_rec_all: 0.2143 (0.2192) loss_rec_sfr: 0.2760 (0.2836) loss_cl: -0.2790 (-0.2789) time: 0.7445 data: 0.0002 max mem: 29860 [08:14:43.063489] Epoch: [264] [1240/2904] eta: 0:21:10 lr: 0.001920 loss: 0.1848 (0.1934) loss_rec_all: 0.2110 (0.2193) loss_rec_sfr: 0.2705 (0.2837) loss_cl: -0.2794 (-0.2789) time: 0.7446 data: 0.0003 max mem: 29860 [08:14:57.960623] Epoch: [264] [1260/2904] eta: 0:20:54 lr: 0.001920 loss: 0.1849 (0.1933) loss_rec_all: 0.2103 (0.2192) loss_rec_sfr: 0.2685 (0.2837) loss_cl: -0.2786 (-0.2789) time: 0.7448 data: 0.0002 max mem: 29860 [08:15:12.847899] Epoch: [264] [1280/2904] eta: 0:20:38 lr: 0.001920 loss: 0.1795 (0.1932) loss_rec_all: 0.2052 (0.2191) loss_rec_sfr: 0.2590 (0.2832) loss_cl: -0.2786 (-0.2789) time: 0.7443 data: 0.0002 max mem: 29860 [08:15:27.742749] Epoch: [264] [1300/2904] eta: 0:20:23 lr: 0.001920 loss: 0.1794 (0.1931) loss_rec_all: 0.2054 (0.2190) loss_rec_sfr: 0.2684 (0.2829) loss_cl: -0.2790 (-0.2789) time: 0.7447 data: 0.0002 max mem: 29860 [08:15:42.639734] Epoch: [264] [1320/2904] eta: 0:20:07 lr: 0.001919 loss: 0.1838 (0.1931) loss_rec_all: 0.2100 (0.2190) loss_rec_sfr: 0.2640 (0.2830) loss_cl: -0.2786 (-0.2789) time: 0.7448 data: 0.0003 max mem: 29860 [08:15:57.537828] Epoch: [264] [1340/2904] eta: 0:19:51 lr: 0.001919 loss: 0.1825 (0.1930) loss_rec_all: 0.2085 (0.2189) loss_rec_sfr: 0.2660 (0.2828) loss_cl: -0.2791 (-0.2789) time: 0.7448 data: 0.0003 max mem: 29860 [08:16:12.432812] Epoch: [264] [1360/2904] eta: 0:19:36 lr: 0.001919 loss: 0.1866 (0.1931) loss_rec_all: 0.2124 (0.2190) loss_rec_sfr: 0.2663 (0.2831) loss_cl: -0.2785 (-0.2789) time: 0.7447 data: 0.0003 max mem: 29860 [08:16:27.327346] Epoch: [264] [1380/2904] eta: 0:19:20 lr: 0.001919 loss: 0.1844 (0.1931) loss_rec_all: 0.2106 (0.2190) loss_rec_sfr: 0.2643 (0.2832) loss_cl: -0.2789 (-0.2789) time: 0.7447 data: 0.0003 max mem: 29860 [08:16:42.224617] Epoch: [264] [1400/2904] eta: 0:19:05 lr: 0.001919 loss: 0.1812 (0.1931) loss_rec_all: 0.2074 (0.2190) loss_rec_sfr: 0.2686 (0.2832) loss_cl: -0.2797 (-0.2789) time: 0.7448 data: 0.0003 max mem: 29860 [08:16:57.126395] Epoch: [264] [1420/2904] eta: 0:18:49 lr: 0.001919 loss: 0.1835 (0.1931) loss_rec_all: 0.2098 (0.2190) loss_rec_sfr: 0.2654 (0.2831) loss_cl: -0.2801 (-0.2789) time: 0.7450 data: 0.0003 max mem: 29860 [08:17:12.028720] Epoch: [264] [1440/2904] eta: 0:18:33 lr: 0.001919 loss: 0.1805 (0.1930) loss_rec_all: 0.2065 (0.2189) loss_rec_sfr: 0.2739 (0.2830) loss_cl: -0.2787 (-0.2789) time: 0.7450 data: 0.0003 max mem: 29860 [08:17:26.939998] Epoch: [264] [1460/2904] eta: 0:18:18 lr: 0.001919 loss: 0.1822 (0.1930) loss_rec_all: 0.2082 (0.2189) loss_rec_sfr: 0.2682 (0.2832) loss_cl: -0.2782 (-0.2789) time: 0.7455 data: 0.0003 max mem: 29860 [08:17:41.845092] Epoch: [264] [1480/2904] eta: 0:18:02 lr: 0.001919 loss: 0.1822 (0.1930) loss_rec_all: 0.2085 (0.2189) loss_rec_sfr: 0.2579 (0.2830) loss_cl: -0.2786 (-0.2789) time: 0.7452 data: 0.0003 max mem: 29860 [08:17:56.753724] Epoch: [264] [1500/2904] eta: 0:17:47 lr: 0.001919 loss: 0.1795 (0.1929) loss_rec_all: 0.2057 (0.2188) loss_rec_sfr: 0.2513 (0.2828) loss_cl: -0.2797 (-0.2789) time: 0.7454 data: 0.0003 max mem: 29860 [08:18:11.658060] Epoch: [264] [1520/2904] eta: 0:17:31 lr: 0.001919 loss: 0.1827 (0.1928) loss_rec_all: 0.2091 (0.2187) loss_rec_sfr: 0.2706 (0.2827) loss_cl: -0.2788 (-0.2789) time: 0.7452 data: 0.0003 max mem: 29860 [08:18:26.566968] Epoch: [264] [1540/2904] eta: 0:17:16 lr: 0.001919 loss: 0.1822 (0.1928) loss_rec_all: 0.2085 (0.2187) loss_rec_sfr: 0.2682 (0.2827) loss_cl: -0.2788 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [08:18:41.474296] Epoch: [264] [1560/2904] eta: 0:17:01 lr: 0.001919 loss: 0.1899 (0.1929) loss_rec_all: 0.2158 (0.2188) loss_rec_sfr: 0.2682 (0.2829) loss_cl: -0.2784 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [08:18:56.375416] Epoch: [264] [1580/2904] eta: 0:16:45 lr: 0.001919 loss: 0.1860 (0.1930) loss_rec_all: 0.2121 (0.2189) loss_rec_sfr: 0.2622 (0.2834) loss_cl: -0.2785 (-0.2789) time: 0.7450 data: 0.0003 max mem: 29860 [08:19:11.285391] Epoch: [264] [1600/2904] eta: 0:16:30 lr: 0.001919 loss: 0.1824 (0.1930) loss_rec_all: 0.2087 (0.2189) loss_rec_sfr: 0.2723 (0.2835) loss_cl: -0.2790 (-0.2789) time: 0.7455 data: 0.0003 max mem: 29860 [08:19:26.197925] Epoch: [264] [1620/2904] eta: 0:16:14 lr: 0.001919 loss: 0.1806 (0.1929) loss_rec_all: 0.2067 (0.2188) loss_rec_sfr: 0.2674 (0.2832) loss_cl: -0.2791 (-0.2789) time: 0.7456 data: 0.0003 max mem: 29860 [08:19:41.102859] Epoch: [264] [1640/2904] eta: 0:15:59 lr: 0.001919 loss: 0.1793 (0.1929) loss_rec_all: 0.2051 (0.2188) loss_rec_sfr: 0.2709 (0.2832) loss_cl: -0.2789 (-0.2789) time: 0.7452 data: 0.0003 max mem: 29860 [08:19:56.014863] Epoch: [264] [1660/2904] eta: 0:15:44 lr: 0.001919 loss: 0.1834 (0.1928) loss_rec_all: 0.2095 (0.2187) loss_rec_sfr: 0.2644 (0.2829) loss_cl: -0.2782 (-0.2789) time: 0.7456 data: 0.0003 max mem: 29860 [08:20:10.920236] Epoch: [264] [1680/2904] eta: 0:15:28 lr: 0.001919 loss: 0.1907 (0.1929) loss_rec_all: 0.2169 (0.2189) loss_rec_sfr: 0.2717 (0.2832) loss_cl: -0.2787 (-0.2789) time: 0.7452 data: 0.0003 max mem: 29860 [08:20:25.822330] Epoch: [264] [1700/2904] eta: 0:15:13 lr: 0.001919 loss: 0.1846 (0.1930) loss_rec_all: 0.2110 (0.2189) loss_rec_sfr: 0.2538 (0.2832) loss_cl: -0.2789 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [08:20:40.717322] Epoch: [264] [1720/2904] eta: 0:14:57 lr: 0.001919 loss: 0.1826 (0.1929) loss_rec_all: 0.2086 (0.2189) loss_rec_sfr: 0.2681 (0.2832) loss_cl: -0.2792 (-0.2789) time: 0.7447 data: 0.0003 max mem: 29860 [08:20:55.622262] Epoch: [264] [1740/2904] eta: 0:14:42 lr: 0.001919 loss: 0.1817 (0.1930) loss_rec_all: 0.2079 (0.2189) loss_rec_sfr: 0.2326 (0.2833) loss_cl: -0.2782 (-0.2789) time: 0.7452 data: 0.0003 max mem: 29860 [08:21:10.525366] Epoch: [264] [1760/2904] eta: 0:14:27 lr: 0.001919 loss: 0.1804 (0.1930) loss_rec_all: 0.2067 (0.2189) loss_rec_sfr: 0.2602 (0.2832) loss_cl: -0.2784 (-0.2789) time: 0.7451 data: 0.0003 max mem: 29860 [08:21:25.424356] Epoch: [264] [1780/2904] eta: 0:14:11 lr: 0.001919 loss: 0.1788 (0.1930) loss_rec_all: 0.2053 (0.2189) loss_rec_sfr: 0.2667 (0.2832) loss_cl: -0.2791 (-0.2789) time: 0.7449 data: 0.0002 max mem: 29860 [08:21:40.325685] Epoch: [264] [1800/2904] eta: 0:13:56 lr: 0.001919 loss: 0.1826 (0.1929) loss_rec_all: 0.2092 (0.2189) loss_rec_sfr: 0.2682 (0.2832) loss_cl: -0.2797 (-0.2789) time: 0.7450 data: 0.0003 max mem: 29860 [08:21:55.230202] Epoch: [264] [1820/2904] eta: 0:13:41 lr: 0.001919 loss: 0.1817 (0.1930) loss_rec_all: 0.2081 (0.2189) loss_rec_sfr: 0.2683 (0.2834) loss_cl: -0.2783 (-0.2789) time: 0.7452 data: 0.0003 max mem: 29860 [08:22:10.135170] Epoch: [264] [1840/2904] eta: 0:13:25 lr: 0.001919 loss: 0.1880 (0.1931) loss_rec_all: 0.2140 (0.2190) loss_rec_sfr: 0.2645 (0.2835) loss_cl: -0.2788 (-0.2789) time: 0.7452 data: 0.0003 max mem: 29860 [08:22:25.032988] Epoch: [264] [1860/2904] eta: 0:13:10 lr: 0.001919 loss: 0.1825 (0.1931) loss_rec_all: 0.2086 (0.2190) loss_rec_sfr: 0.2567 (0.2835) loss_cl: -0.2787 (-0.2789) time: 0.7448 data: 0.0003 max mem: 29860 [08:22:39.937540] Epoch: [264] [1880/2904] eta: 0:12:55 lr: 0.001919 loss: 0.1833 (0.1931) loss_rec_all: 0.2093 (0.2190) loss_rec_sfr: 0.2684 (0.2836) loss_cl: -0.2789 (-0.2789) time: 0.7452 data: 0.0003 max mem: 29860 [08:22:54.849899] Epoch: [264] [1900/2904] eta: 0:12:40 lr: 0.001919 loss: 0.1824 (0.1930) loss_rec_all: 0.2084 (0.2189) loss_rec_sfr: 0.2646 (0.2834) loss_cl: -0.2794 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [08:23:09.757879] Epoch: [264] [1920/2904] eta: 0:12:24 lr: 0.001919 loss: 0.1845 (0.1930) loss_rec_all: 0.2104 (0.2189) loss_rec_sfr: 0.2574 (0.2831) loss_cl: -0.2782 (-0.2789) time: 0.7454 data: 0.0003 max mem: 29860 [08:23:24.665275] Epoch: [264] [1940/2904] eta: 0:12:09 lr: 0.001919 loss: 0.1830 (0.1929) loss_rec_all: 0.2090 (0.2188) loss_rec_sfr: 0.2263 (0.2828) loss_cl: -0.2790 (-0.2789) time: 0.7453 data: 0.0003 max mem: 29860 [08:23:39.567949] Epoch: [264] [1960/2904] eta: 0:11:54 lr: 0.001919 loss: 0.1853 (0.1930) loss_rec_all: 0.2113 (0.2189) loss_rec_sfr: 0.2670 (0.2830) loss_cl: -0.2782 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [08:23:54.471702] Epoch: [264] [1980/2904] eta: 0:11:39 lr: 0.001919 loss: 0.1856 (0.1930) loss_rec_all: 0.2114 (0.2189) loss_rec_sfr: 0.2677 (0.2830) loss_cl: -0.2789 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [08:24:09.378583] Epoch: [264] [2000/2904] eta: 0:11:23 lr: 0.001919 loss: 0.1804 (0.1930) loss_rec_all: 0.2065 (0.2189) loss_rec_sfr: 0.2644 (0.2830) loss_cl: -0.2796 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [08:24:24.291599] Epoch: [264] [2020/2904] eta: 0:11:08 lr: 0.001919 loss: 0.1814 (0.1930) loss_rec_all: 0.2077 (0.2189) loss_rec_sfr: 0.2576 (0.2829) loss_cl: -0.2790 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [08:24:39.195649] Epoch: [264] [2040/2904] eta: 0:10:53 lr: 0.001919 loss: 0.1795 (0.1929) loss_rec_all: 0.2060 (0.2188) loss_rec_sfr: 0.2628 (0.2827) loss_cl: -0.2784 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [08:24:54.100285] Epoch: [264] [2060/2904] eta: 0:10:38 lr: 0.001918 loss: 0.1816 (0.1928) loss_rec_all: 0.2080 (0.2187) loss_rec_sfr: 0.2542 (0.2825) loss_cl: -0.2788 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [08:25:09.005946] Epoch: [264] [2080/2904] eta: 0:10:23 lr: 0.001918 loss: 0.1847 (0.1928) loss_rec_all: 0.2105 (0.2187) loss_rec_sfr: 0.2597 (0.2823) loss_cl: -0.2788 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [08:25:23.911651] Epoch: [264] [2100/2904] eta: 0:10:07 lr: 0.001918 loss: 0.1844 (0.1927) loss_rec_all: 0.2107 (0.2186) loss_rec_sfr: 0.2577 (0.2822) loss_cl: -0.2800 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [08:25:38.821369] Epoch: [264] [2120/2904] eta: 0:09:52 lr: 0.001918 loss: 0.1812 (0.1927) loss_rec_all: 0.2077 (0.2186) loss_rec_sfr: 0.2602 (0.2822) loss_cl: -0.2792 (-0.2789) time: 0.7454 data: 0.0003 max mem: 29860 [08:25:53.732139] Epoch: [264] [2140/2904] eta: 0:09:37 lr: 0.001918 loss: 0.1813 (0.1927) loss_rec_all: 0.2078 (0.2186) loss_rec_sfr: 0.2663 (0.2822) loss_cl: -0.2786 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [08:26:08.639106] Epoch: [264] [2160/2904] eta: 0:09:22 lr: 0.001918 loss: 0.1835 (0.1927) loss_rec_all: 0.2095 (0.2186) loss_rec_sfr: 0.2591 (0.2822) loss_cl: -0.2782 (-0.2789) time: 0.7453 data: 0.0003 max mem: 29860 [08:26:23.549639] Epoch: [264] [2180/2904] eta: 0:09:07 lr: 0.001918 loss: 0.1850 (0.1927) loss_rec_all: 0.2113 (0.2186) loss_rec_sfr: 0.2588 (0.2821) loss_cl: -0.2787 (-0.2789) time: 0.7455 data: 0.0003 max mem: 29860 [08:26:38.455016] Epoch: [264] [2200/2904] eta: 0:08:51 lr: 0.001918 loss: 0.1828 (0.1926) loss_rec_all: 0.2088 (0.2185) loss_rec_sfr: 0.2640 (0.2819) loss_cl: -0.2790 (-0.2789) time: 0.7452 data: 0.0003 max mem: 29860 [08:26:53.363387] Epoch: [264] [2220/2904] eta: 0:08:36 lr: 0.001918 loss: 0.1841 (0.1926) loss_rec_all: 0.2098 (0.2185) loss_rec_sfr: 0.2677 (0.2818) loss_cl: -0.2786 (-0.2789) time: 0.7454 data: 0.0003 max mem: 29860 [08:27:08.263245] Epoch: [264] [2240/2904] eta: 0:08:21 lr: 0.001918 loss: 0.1830 (0.1927) loss_rec_all: 0.2091 (0.2186) loss_rec_sfr: 0.2686 (0.2821) loss_cl: -0.2793 (-0.2788) time: 0.7450 data: 0.0003 max mem: 29860 [08:27:23.171793] Epoch: [264] [2260/2904] eta: 0:08:06 lr: 0.001918 loss: 0.1820 (0.1927) loss_rec_all: 0.2084 (0.2186) loss_rec_sfr: 0.2624 (0.2821) loss_cl: -0.2789 (-0.2789) time: 0.7454 data: 0.0003 max mem: 29860 [08:27:38.075285] Epoch: [264] [2280/2904] eta: 0:07:51 lr: 0.001918 loss: 0.1862 (0.1927) loss_rec_all: 0.2124 (0.2186) loss_rec_sfr: 0.2597 (0.2821) loss_cl: -0.2792 (-0.2789) time: 0.7451 data: 0.0003 max mem: 29860 [08:27:52.978599] Epoch: [264] [2300/2904] eta: 0:07:36 lr: 0.001918 loss: 0.1837 (0.1927) loss_rec_all: 0.2098 (0.2186) loss_rec_sfr: 0.2535 (0.2820) loss_cl: -0.2783 (-0.2788) time: 0.7451 data: 0.0003 max mem: 29860 [08:28:07.885979] Epoch: [264] [2320/2904] eta: 0:07:20 lr: 0.001918 loss: 0.1794 (0.1926) loss_rec_all: 0.2057 (0.2186) loss_rec_sfr: 0.2220 (0.2817) loss_cl: -0.2786 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [08:28:22.788752] Epoch: [264] [2340/2904] eta: 0:07:05 lr: 0.001918 loss: 0.1856 (0.1927) loss_rec_all: 0.2120 (0.2186) loss_rec_sfr: 0.2654 (0.2818) loss_cl: -0.2796 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [08:28:37.691622] Epoch: [264] [2360/2904] eta: 0:06:50 lr: 0.001918 loss: 0.1838 (0.1928) loss_rec_all: 0.2100 (0.2187) loss_rec_sfr: 0.2712 (0.2820) loss_cl: -0.2793 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [08:28:52.596355] Epoch: [264] [2380/2904] eta: 0:06:35 lr: 0.001918 loss: 0.1809 (0.1927) loss_rec_all: 0.2074 (0.2186) loss_rec_sfr: 0.2659 (0.2820) loss_cl: -0.2780 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [08:29:07.500221] Epoch: [264] [2400/2904] eta: 0:06:20 lr: 0.001918 loss: 0.1848 (0.1928) loss_rec_all: 0.2110 (0.2187) loss_rec_sfr: 0.2670 (0.2821) loss_cl: -0.2780 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [08:29:22.406837] Epoch: [264] [2420/2904] eta: 0:06:05 lr: 0.001918 loss: 0.1823 (0.1927) loss_rec_all: 0.2088 (0.2186) loss_rec_sfr: 0.2588 (0.2819) loss_cl: -0.2791 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [08:29:37.311235] Epoch: [264] [2440/2904] eta: 0:05:50 lr: 0.001918 loss: 0.1835 (0.1927) loss_rec_all: 0.2098 (0.2186) loss_rec_sfr: 0.2616 (0.2820) loss_cl: -0.2795 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [08:29:52.214373] Epoch: [264] [2460/2904] eta: 0:05:34 lr: 0.001918 loss: 0.1810 (0.1927) loss_rec_all: 0.2072 (0.2186) loss_rec_sfr: 0.2659 (0.2820) loss_cl: -0.2789 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [08:30:07.122122] Epoch: [264] [2480/2904] eta: 0:05:19 lr: 0.001918 loss: 0.1843 (0.1927) loss_rec_all: 0.2109 (0.2186) loss_rec_sfr: 0.2569 (0.2820) loss_cl: -0.2792 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [08:30:22.037424] Epoch: [264] [2500/2904] eta: 0:05:04 lr: 0.001918 loss: 0.1837 (0.1928) loss_rec_all: 0.2098 (0.2187) loss_rec_sfr: 0.2636 (0.2821) loss_cl: -0.2796 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [08:30:36.949242] Epoch: [264] [2520/2904] eta: 0:04:49 lr: 0.001918 loss: 0.1820 (0.1928) loss_rec_all: 0.2085 (0.2187) loss_rec_sfr: 0.2651 (0.2822) loss_cl: -0.2785 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [08:30:51.855620] Epoch: [264] [2540/2904] eta: 0:04:34 lr: 0.001918 loss: 0.1886 (0.1928) loss_rec_all: 0.2148 (0.2187) loss_rec_sfr: 0.2706 (0.2824) loss_cl: -0.2788 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [08:31:06.760368] Epoch: [264] [2560/2904] eta: 0:04:19 lr: 0.001918 loss: 0.1841 (0.1928) loss_rec_all: 0.2103 (0.2187) loss_rec_sfr: 0.2629 (0.2823) loss_cl: -0.2784 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [08:31:21.665276] Epoch: [264] [2580/2904] eta: 0:04:04 lr: 0.001918 loss: 0.1860 (0.1929) loss_rec_all: 0.2117 (0.2188) loss_rec_sfr: 0.2762 (0.2825) loss_cl: -0.2784 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [08:31:36.569698] Epoch: [264] [2600/2904] eta: 0:03:49 lr: 0.001918 loss: 0.1792 (0.1928) loss_rec_all: 0.2058 (0.2187) loss_rec_sfr: 0.2578 (0.2824) loss_cl: -0.2794 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [08:31:51.470768] Epoch: [264] [2620/2904] eta: 0:03:34 lr: 0.001918 loss: 0.1843 (0.1928) loss_rec_all: 0.2106 (0.2188) loss_rec_sfr: 0.2621 (0.2824) loss_cl: -0.2796 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [08:32:06.379652] Epoch: [264] [2640/2904] eta: 0:03:19 lr: 0.001918 loss: 0.1825 (0.1929) loss_rec_all: 0.2091 (0.2188) loss_rec_sfr: 0.2600 (0.2825) loss_cl: -0.2794 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [08:32:21.286636] Epoch: [264] [2660/2904] eta: 0:03:03 lr: 0.001918 loss: 0.1781 (0.1928) loss_rec_all: 0.2041 (0.2187) loss_rec_sfr: 0.2627 (0.2824) loss_cl: -0.2793 (-0.2789) time: 0.7453 data: 0.0003 max mem: 29860 [08:32:36.189390] Epoch: [264] [2680/2904] eta: 0:02:48 lr: 0.001918 loss: 0.1851 (0.1929) loss_rec_all: 0.2117 (0.2188) loss_rec_sfr: 0.2674 (0.2826) loss_cl: -0.2797 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [08:32:51.089686] Epoch: [264] [2700/2904] eta: 0:02:33 lr: 0.001918 loss: 0.1807 (0.1929) loss_rec_all: 0.2069 (0.2188) loss_rec_sfr: 0.2623 (0.2825) loss_cl: -0.2790 (-0.2789) time: 0.7450 data: 0.0002 max mem: 29860 [08:33:05.985105] Epoch: [264] [2720/2904] eta: 0:02:18 lr: 0.001918 loss: 0.1828 (0.1929) loss_rec_all: 0.2087 (0.2188) loss_rec_sfr: 0.2811 (0.2828) loss_cl: -0.2786 (-0.2789) time: 0.7447 data: 0.0002 max mem: 29860 [08:33:20.888889] Epoch: [264] [2740/2904] eta: 0:02:03 lr: 0.001918 loss: 0.1804 (0.1929) loss_rec_all: 0.2067 (0.2188) loss_rec_sfr: 0.2630 (0.2828) loss_cl: -0.2780 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [08:33:35.792747] Epoch: [264] [2760/2904] eta: 0:01:48 lr: 0.001918 loss: 0.1834 (0.1930) loss_rec_all: 0.2093 (0.2189) loss_rec_sfr: 0.2759 (0.2830) loss_cl: -0.2783 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [08:33:50.693084] Epoch: [264] [2780/2904] eta: 0:01:33 lr: 0.001917 loss: 0.1813 (0.1930) loss_rec_all: 0.2076 (0.2189) loss_rec_sfr: 0.2614 (0.2831) loss_cl: -0.2788 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [08:34:05.596073] Epoch: [264] [2800/2904] eta: 0:01:18 lr: 0.001917 loss: 0.1823 (0.1930) loss_rec_all: 0.2088 (0.2189) loss_rec_sfr: 0.2637 (0.2832) loss_cl: -0.2791 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [08:34:20.501616] Epoch: [264] [2820/2904] eta: 0:01:03 lr: 0.001917 loss: 0.1811 (0.1930) loss_rec_all: 0.2069 (0.2189) loss_rec_sfr: 0.2573 (0.2830) loss_cl: -0.2791 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [08:34:35.458745] Epoch: [264] [2840/2904] eta: 0:00:48 lr: 0.001917 loss: 0.1842 (0.1930) loss_rec_all: 0.2105 (0.2189) loss_rec_sfr: 0.2569 (0.2831) loss_cl: -0.2793 (-0.2788) time: 0.7478 data: 0.0025 max mem: 29860 [08:34:50.341153] Epoch: [264] [2860/2904] eta: 0:00:33 lr: 0.001917 loss: 0.1805 (0.1930) loss_rec_all: 0.2065 (0.2189) loss_rec_sfr: 0.2567 (0.2830) loss_cl: -0.2789 (-0.2788) time: 0.7441 data: 0.0001 max mem: 29860 [08:35:05.229448] Epoch: [264] [2880/2904] eta: 0:00:18 lr: 0.001917 loss: 0.1792 (0.1930) loss_rec_all: 0.2057 (0.2189) loss_rec_sfr: 0.2205 (0.2829) loss_cl: -0.2794 (-0.2789) time: 0.7444 data: 0.0001 max mem: 29860 [08:35:20.119169] Epoch: [264] [2900/2904] eta: 0:00:03 lr: 0.001917 loss: 0.1817 (0.1930) loss_rec_all: 0.2076 (0.2189) loss_rec_sfr: 0.2753 (0.2830) loss_cl: -0.2790 (-0.2789) time: 0.7445 data: 0.0001 max mem: 29860 [08:35:22.359920] Epoch: [264] [2903/2904] eta: 0:00:00 lr: 0.001917 loss: 0.1821 (0.1930) loss_rec_all: 0.2080 (0.2189) loss_rec_sfr: 0.2738 (0.2830) loss_cl: -0.2787 (-0.2789) time: 0.7445 data: 0.0001 max mem: 29860 [08:35:24.791106] Epoch: [264] Total time: 0:36:29 (0.7539 s / it) [08:35:24.794144] Averaged stats: lr: 0.001917 loss: 0.1821 (0.1954) loss_rec_all: 0.2080 (0.2189) loss_rec_sfr: 0.2738 (0.2833) loss_cl: -0.2787 (-0.2556) [08:35:24.799339] log_dir: ./checkpoint/VF2_ViT-B [08:35:45.228043] Epoch: [265] [ 0/2904] eta: 16:28:42 lr: 0.001917 loss: 0.2524 (0.2524) loss_rec_all: 0.2769 (0.2769) loss_rec_sfr: 0.4717 (0.4717) loss_cl: -0.2779 (-0.2779) time: 20.4279 data: 19.5253 max mem: 29860 [08:36:01.383496] Epoch: [265] [ 20/2904] eta: 1:23:43 lr: 0.001917 loss: 0.1819 (0.1942) loss_rec_all: 0.2082 (0.2200) loss_rec_sfr: 0.2264 (0.2805) loss_cl: -0.2790 (-0.2785) time: 0.8077 data: 0.0002 max mem: 29860 [08:36:16.257170] Epoch: [265] [ 40/2904] eta: 0:59:54 lr: 0.001917 loss: 0.1844 (0.1939) loss_rec_all: 0.2104 (0.2197) loss_rec_sfr: 0.2609 (0.2813) loss_cl: -0.2783 (-0.2785) time: 0.7436 data: 0.0002 max mem: 29860 [08:36:31.143219] Epoch: [265] [ 60/2904] eta: 0:51:32 lr: 0.001917 loss: 0.1811 (0.1931) loss_rec_all: 0.2076 (0.2190) loss_rec_sfr: 0.2341 (0.2769) loss_cl: -0.2787 (-0.2786) time: 0.7442 data: 0.0003 max mem: 29860 [08:36:46.034344] Epoch: [265] [ 80/2904] eta: 0:47:11 lr: 0.001917 loss: 0.1804 (0.1921) loss_rec_all: 0.2064 (0.2181) loss_rec_sfr: 0.2573 (0.2732) loss_cl: -0.2789 (-0.2786) time: 0.7445 data: 0.0002 max mem: 29860 [08:37:00.941432] Epoch: [265] [ 100/2904] eta: 0:44:28 lr: 0.001917 loss: 0.1808 (0.1916) loss_rec_all: 0.2069 (0.2175) loss_rec_sfr: 0.2695 (0.2741) loss_cl: -0.2787 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [08:37:15.847086] Epoch: [265] [ 120/2904] eta: 0:42:34 lr: 0.001917 loss: 0.1831 (0.1926) loss_rec_all: 0.2094 (0.2185) loss_rec_sfr: 0.2696 (0.2788) loss_cl: -0.2791 (-0.2787) time: 0.7452 data: 0.0002 max mem: 29860 [08:37:30.751587] Epoch: [265] [ 140/2904] eta: 0:41:08 lr: 0.001917 loss: 0.1830 (0.1922) loss_rec_all: 0.2095 (0.2181) loss_rec_sfr: 0.2711 (0.2791) loss_cl: -0.2793 (-0.2788) time: 0.7451 data: 0.0003 max mem: 29860 [08:37:45.663443] Epoch: [265] [ 160/2904] eta: 0:40:00 lr: 0.001917 loss: 0.1803 (0.1920) loss_rec_all: 0.2066 (0.2180) loss_rec_sfr: 0.2522 (0.2780) loss_cl: -0.2794 (-0.2788) time: 0.7455 data: 0.0005 max mem: 29860 [08:38:00.577933] Epoch: [265] [ 180/2904] eta: 0:39:04 lr: 0.001917 loss: 0.1833 (0.1919) loss_rec_all: 0.2090 (0.2178) loss_rec_sfr: 0.2710 (0.2781) loss_cl: -0.2784 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [08:38:15.488625] Epoch: [265] [ 200/2904] eta: 0:38:16 lr: 0.001917 loss: 0.1859 (0.1915) loss_rec_all: 0.2119 (0.2174) loss_rec_sfr: 0.2630 (0.2768) loss_cl: -0.2789 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [08:38:30.393147] Epoch: [265] [ 220/2904] eta: 0:37:33 lr: 0.001917 loss: 0.1818 (0.1914) loss_rec_all: 0.2081 (0.2174) loss_rec_sfr: 0.2354 (0.2762) loss_cl: -0.2791 (-0.2788) time: 0.7452 data: 0.0003 max mem: 29860 [08:38:45.292635] Epoch: [265] [ 240/2904] eta: 0:36:56 lr: 0.001917 loss: 0.1844 (0.1917) loss_rec_all: 0.2104 (0.2177) loss_rec_sfr: 0.2674 (0.2778) loss_cl: -0.2790 (-0.2788) time: 0.7449 data: 0.0003 max mem: 29860 [08:39:00.228203] Epoch: [265] [ 260/2904] eta: 0:36:22 lr: 0.001917 loss: 0.1790 (0.1908) loss_rec_all: 0.2054 (0.2168) loss_rec_sfr: 0.2533 (0.2747) loss_cl: -0.2796 (-0.2788) time: 0.7467 data: 0.0004 max mem: 29860 [08:39:15.129318] Epoch: [265] [ 280/2904] eta: 0:35:50 lr: 0.001917 loss: 0.1811 (0.1913) loss_rec_all: 0.2076 (0.2172) loss_rec_sfr: 0.2511 (0.2752) loss_cl: -0.2788 (-0.2788) time: 0.7450 data: 0.0003 max mem: 29860 [08:39:30.025289] Epoch: [265] [ 300/2904] eta: 0:35:21 lr: 0.001917 loss: 0.1807 (0.1914) loss_rec_all: 0.2069 (0.2174) loss_rec_sfr: 0.2641 (0.2760) loss_cl: -0.2795 (-0.2788) time: 0.7447 data: 0.0004 max mem: 29860 [08:39:44.928484] Epoch: [265] [ 320/2904] eta: 0:34:53 lr: 0.001917 loss: 0.1804 (0.1914) loss_rec_all: 0.2070 (0.2173) loss_rec_sfr: 0.2659 (0.2764) loss_cl: -0.2788 (-0.2788) time: 0.7451 data: 0.0003 max mem: 29860 [08:39:59.816827] Epoch: [265] [ 340/2904] eta: 0:34:27 lr: 0.001917 loss: 0.1903 (0.1922) loss_rec_all: 0.2164 (0.2181) loss_rec_sfr: 0.2720 (0.2792) loss_cl: -0.2784 (-0.2788) time: 0.7444 data: 0.0002 max mem: 29860 [08:40:14.747733] Epoch: [265] [ 360/2904] eta: 0:34:03 lr: 0.001917 loss: 0.1866 (0.1923) loss_rec_all: 0.2127 (0.2183) loss_rec_sfr: 0.2657 (0.2795) loss_cl: -0.2785 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [08:40:29.645470] Epoch: [265] [ 380/2904] eta: 0:33:39 lr: 0.001917 loss: 0.1865 (0.1928) loss_rec_all: 0.2125 (0.2187) loss_rec_sfr: 0.2664 (0.2806) loss_cl: -0.2790 (-0.2788) time: 0.7448 data: 0.0003 max mem: 29860 [08:40:44.535956] Epoch: [265] [ 400/2904] eta: 0:33:16 lr: 0.001917 loss: 0.1840 (0.1925) loss_rec_all: 0.2100 (0.2184) loss_rec_sfr: 0.2652 (0.2803) loss_cl: -0.2792 (-0.2788) time: 0.7445 data: 0.0003 max mem: 29860 [08:40:59.442968] Epoch: [265] [ 420/2904] eta: 0:32:54 lr: 0.001917 loss: 0.1848 (0.1927) loss_rec_all: 0.2105 (0.2187) loss_rec_sfr: 0.2745 (0.2814) loss_cl: -0.2786 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [08:41:14.341392] Epoch: [265] [ 440/2904] eta: 0:32:32 lr: 0.001917 loss: 0.1837 (0.1932) loss_rec_all: 0.2103 (0.2191) loss_rec_sfr: 0.2753 (0.2830) loss_cl: -0.2786 (-0.2788) time: 0.7449 data: 0.0003 max mem: 29860 [08:41:29.235856] Epoch: [265] [ 460/2904] eta: 0:32:11 lr: 0.001917 loss: 0.1895 (0.1936) loss_rec_all: 0.2157 (0.2195) loss_rec_sfr: 0.2665 (0.2841) loss_cl: -0.2785 (-0.2787) time: 0.7447 data: 0.0003 max mem: 29860 [08:41:44.131255] Epoch: [265] [ 480/2904] eta: 0:31:51 lr: 0.001917 loss: 0.1838 (0.1937) loss_rec_all: 0.2100 (0.2196) loss_rec_sfr: 0.2723 (0.2845) loss_cl: -0.2793 (-0.2788) time: 0.7447 data: 0.0002 max mem: 29860 [08:41:59.027660] Epoch: [265] [ 500/2904] eta: 0:31:31 lr: 0.001917 loss: 0.1844 (0.1936) loss_rec_all: 0.2108 (0.2195) loss_rec_sfr: 0.2391 (0.2839) loss_cl: -0.2789 (-0.2788) time: 0.7448 data: 0.0002 max mem: 29860 [08:42:13.932753] Epoch: [265] [ 520/2904] eta: 0:31:11 lr: 0.001917 loss: 0.1827 (0.1932) loss_rec_all: 0.2087 (0.2191) loss_rec_sfr: 0.2678 (0.2827) loss_cl: -0.2792 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [08:42:28.822031] Epoch: [265] [ 540/2904] eta: 0:30:52 lr: 0.001917 loss: 0.1788 (0.1929) loss_rec_all: 0.2050 (0.2188) loss_rec_sfr: 0.2584 (0.2823) loss_cl: -0.2781 (-0.2788) time: 0.7444 data: 0.0002 max mem: 29860 [08:42:43.714915] Epoch: [265] [ 560/2904] eta: 0:30:33 lr: 0.001917 loss: 0.1789 (0.1929) loss_rec_all: 0.2052 (0.2188) loss_rec_sfr: 0.2591 (0.2823) loss_cl: -0.2785 (-0.2787) time: 0.7446 data: 0.0002 max mem: 29860 [08:42:58.609965] Epoch: [265] [ 580/2904] eta: 0:30:15 lr: 0.001917 loss: 0.1808 (0.1927) loss_rec_all: 0.2071 (0.2186) loss_rec_sfr: 0.2621 (0.2820) loss_cl: -0.2784 (-0.2787) time: 0.7447 data: 0.0003 max mem: 29860 [08:43:13.501107] Epoch: [265] [ 600/2904] eta: 0:29:56 lr: 0.001917 loss: 0.1814 (0.1925) loss_rec_all: 0.2074 (0.2184) loss_rec_sfr: 0.2625 (0.2814) loss_cl: -0.2792 (-0.2787) time: 0.7445 data: 0.0003 max mem: 29860 [08:43:28.394179] Epoch: [265] [ 620/2904] eta: 0:29:38 lr: 0.001916 loss: 0.1771 (0.1924) loss_rec_all: 0.2031 (0.2183) loss_rec_sfr: 0.2664 (0.2813) loss_cl: -0.2790 (-0.2788) time: 0.7446 data: 0.0003 max mem: 29860 [08:43:43.287607] Epoch: [265] [ 640/2904] eta: 0:29:20 lr: 0.001916 loss: 0.1804 (0.1924) loss_rec_all: 0.2065 (0.2183) loss_rec_sfr: 0.2645 (0.2811) loss_cl: -0.2794 (-0.2788) time: 0.7446 data: 0.0002 max mem: 29860 [08:43:58.183834] Epoch: [265] [ 660/2904] eta: 0:29:02 lr: 0.001916 loss: 0.1828 (0.1923) loss_rec_all: 0.2094 (0.2182) loss_rec_sfr: 0.2632 (0.2808) loss_cl: -0.2795 (-0.2788) time: 0.7448 data: 0.0002 max mem: 29860 [08:44:13.080667] Epoch: [265] [ 680/2904] eta: 0:28:45 lr: 0.001916 loss: 0.1840 (0.1924) loss_rec_all: 0.2102 (0.2183) loss_rec_sfr: 0.2675 (0.2809) loss_cl: -0.2792 (-0.2788) time: 0.7448 data: 0.0002 max mem: 29860 [08:44:27.975924] Epoch: [265] [ 700/2904] eta: 0:28:27 lr: 0.001916 loss: 0.1827 (0.1925) loss_rec_all: 0.2087 (0.2184) loss_rec_sfr: 0.2750 (0.2817) loss_cl: -0.2786 (-0.2788) time: 0.7447 data: 0.0002 max mem: 29860 [08:44:42.871847] Epoch: [265] [ 720/2904] eta: 0:28:10 lr: 0.001916 loss: 0.1802 (0.1923) loss_rec_all: 0.2065 (0.2182) loss_rec_sfr: 0.2673 (0.2811) loss_cl: -0.2782 (-0.2788) time: 0.7447 data: 0.0003 max mem: 29860 [08:44:57.770583] Epoch: [265] [ 740/2904] eta: 0:27:53 lr: 0.001916 loss: 0.1828 (0.1923) loss_rec_all: 0.2087 (0.2183) loss_rec_sfr: 0.2619 (0.2814) loss_cl: -0.2786 (-0.2788) time: 0.7449 data: 0.0002 max mem: 29860 [08:45:12.664816] Epoch: [265] [ 760/2904] eta: 0:27:36 lr: 0.001916 loss: 0.1844 (0.1923) loss_rec_all: 0.2105 (0.2182) loss_rec_sfr: 0.2618 (0.2810) loss_cl: -0.2793 (-0.2788) time: 0.7447 data: 0.0002 max mem: 29860 [08:45:27.557106] Epoch: [265] [ 780/2904] eta: 0:27:19 lr: 0.001916 loss: 0.1810 (0.1922) loss_rec_all: 0.2068 (0.2182) loss_rec_sfr: 0.2748 (0.2812) loss_cl: -0.2798 (-0.2788) time: 0.7446 data: 0.0002 max mem: 29860 [08:45:42.454488] Epoch: [265] [ 800/2904] eta: 0:27:02 lr: 0.001916 loss: 0.1839 (0.1924) loss_rec_all: 0.2099 (0.2183) loss_rec_sfr: 0.2821 (0.2818) loss_cl: -0.2786 (-0.2788) time: 0.7448 data: 0.0002 max mem: 29860 [08:45:57.356986] Epoch: [265] [ 820/2904] eta: 0:26:45 lr: 0.001916 loss: 0.1845 (0.1924) loss_rec_all: 0.2106 (0.2183) loss_rec_sfr: 0.2639 (0.2820) loss_cl: -0.2789 (-0.2788) time: 0.7451 data: 0.0003 max mem: 29860 [08:46:12.254448] Epoch: [265] [ 840/2904] eta: 0:26:28 lr: 0.001916 loss: 0.1815 (0.1923) loss_rec_all: 0.2074 (0.2183) loss_rec_sfr: 0.2555 (0.2818) loss_cl: -0.2788 (-0.2788) time: 0.7448 data: 0.0003 max mem: 29860 [08:46:27.152463] Epoch: [265] [ 860/2904] eta: 0:26:12 lr: 0.001916 loss: 0.1840 (0.1927) loss_rec_all: 0.2098 (0.2186) loss_rec_sfr: 0.2814 (0.2831) loss_cl: -0.2780 (-0.2788) time: 0.7449 data: 0.0003 max mem: 29860 [08:46:42.042305] Epoch: [265] [ 880/2904] eta: 0:25:55 lr: 0.001916 loss: 0.1815 (0.1927) loss_rec_all: 0.2075 (0.2186) loss_rec_sfr: 0.2556 (0.2829) loss_cl: -0.2785 (-0.2788) time: 0.7445 data: 0.0002 max mem: 29860 [08:46:56.936204] Epoch: [265] [ 900/2904] eta: 0:25:39 lr: 0.001916 loss: 0.1812 (0.1927) loss_rec_all: 0.2075 (0.2186) loss_rec_sfr: 0.2586 (0.2828) loss_cl: -0.2785 (-0.2787) time: 0.7447 data: 0.0002 max mem: 29860 [08:47:11.824471] Epoch: [265] [ 920/2904] eta: 0:25:22 lr: 0.001916 loss: 0.1794 (0.1926) loss_rec_all: 0.2055 (0.2185) loss_rec_sfr: 0.2622 (0.2828) loss_cl: -0.2788 (-0.2787) time: 0.7444 data: 0.0002 max mem: 29860 [08:47:26.718417] Epoch: [265] [ 940/2904] eta: 0:25:06 lr: 0.001916 loss: 0.1791 (0.1927) loss_rec_all: 0.2050 (0.2186) loss_rec_sfr: 0.2718 (0.2834) loss_cl: -0.2786 (-0.2787) time: 0.7446 data: 0.0002 max mem: 29860 [08:47:41.616641] Epoch: [265] [ 960/2904] eta: 0:24:50 lr: 0.001916 loss: 0.1832 (0.1927) loss_rec_all: 0.2090 (0.2186) loss_rec_sfr: 0.2589 (0.2831) loss_cl: -0.2782 (-0.2787) time: 0.7449 data: 0.0003 max mem: 29860 [08:47:56.514315] Epoch: [265] [ 980/2904] eta: 0:24:34 lr: 0.001916 loss: 0.1833 (0.1926) loss_rec_all: 0.2096 (0.2185) loss_rec_sfr: 0.2626 (0.2828) loss_cl: -0.2790 (-0.2787) time: 0.7448 data: 0.0003 max mem: 29860 [08:48:11.416775] Epoch: [265] [1000/2904] eta: 0:24:18 lr: 0.001916 loss: 0.1875 (0.1927) loss_rec_all: 0.2136 (0.2186) loss_rec_sfr: 0.2732 (0.2832) loss_cl: -0.2787 (-0.2787) time: 0.7451 data: 0.0002 max mem: 29860 [08:48:26.315278] Epoch: [265] [1020/2904] eta: 0:24:01 lr: 0.001916 loss: 0.1830 (0.1926) loss_rec_all: 0.2088 (0.2185) loss_rec_sfr: 0.2608 (0.2827) loss_cl: -0.2790 (-0.2787) time: 0.7449 data: 0.0003 max mem: 29860 [08:48:41.214565] Epoch: [265] [1040/2904] eta: 0:23:45 lr: 0.001916 loss: 0.1830 (0.1925) loss_rec_all: 0.2093 (0.2184) loss_rec_sfr: 0.2631 (0.2825) loss_cl: -0.2794 (-0.2787) time: 0.7449 data: 0.0003 max mem: 29860 [08:48:56.108561] Epoch: [265] [1060/2904] eta: 0:23:29 lr: 0.001916 loss: 0.1825 (0.1925) loss_rec_all: 0.2088 (0.2184) loss_rec_sfr: 0.2599 (0.2824) loss_cl: -0.2791 (-0.2788) time: 0.7447 data: 0.0003 max mem: 29860 [08:49:11.007002] Epoch: [265] [1080/2904] eta: 0:23:13 lr: 0.001916 loss: 0.1803 (0.1925) loss_rec_all: 0.2063 (0.2184) loss_rec_sfr: 0.2572 (0.2824) loss_cl: -0.2790 (-0.2788) time: 0.7449 data: 0.0003 max mem: 29860 [08:49:25.900178] Epoch: [265] [1100/2904] eta: 0:22:58 lr: 0.001916 loss: 0.1814 (0.1925) loss_rec_all: 0.2075 (0.2184) loss_rec_sfr: 0.2657 (0.2824) loss_cl: -0.2785 (-0.2788) time: 0.7446 data: 0.0002 max mem: 29860 [08:49:40.797146] Epoch: [265] [1120/2904] eta: 0:22:42 lr: 0.001916 loss: 0.1804 (0.1924) loss_rec_all: 0.2067 (0.2183) loss_rec_sfr: 0.2552 (0.2820) loss_cl: -0.2788 (-0.2788) time: 0.7448 data: 0.0003 max mem: 29860 [08:49:55.689791] Epoch: [265] [1140/2904] eta: 0:22:26 lr: 0.001916 loss: 0.1823 (0.1924) loss_rec_all: 0.2087 (0.2183) loss_rec_sfr: 0.2680 (0.2822) loss_cl: -0.2777 (-0.2787) time: 0.7446 data: 0.0002 max mem: 29860 [08:50:10.586191] Epoch: [265] [1160/2904] eta: 0:22:10 lr: 0.001916 loss: 0.1808 (0.1923) loss_rec_all: 0.2069 (0.2182) loss_rec_sfr: 0.2657 (0.2817) loss_cl: -0.2797 (-0.2788) time: 0.7448 data: 0.0002 max mem: 29860 [08:50:25.478962] Epoch: [265] [1180/2904] eta: 0:21:54 lr: 0.001916 loss: 0.1835 (0.1923) loss_rec_all: 0.2098 (0.2182) loss_rec_sfr: 0.2613 (0.2819) loss_cl: -0.2796 (-0.2788) time: 0.7446 data: 0.0002 max mem: 29860 [08:50:40.373883] Epoch: [265] [1200/2904] eta: 0:21:38 lr: 0.001916 loss: 0.1830 (0.1924) loss_rec_all: 0.2089 (0.2183) loss_rec_sfr: 0.2724 (0.2822) loss_cl: -0.2782 (-0.2788) time: 0.7447 data: 0.0002 max mem: 29860 [08:50:55.270159] Epoch: [265] [1220/2904] eta: 0:21:23 lr: 0.001916 loss: 0.1866 (0.1925) loss_rec_all: 0.2125 (0.2184) loss_rec_sfr: 0.2668 (0.2824) loss_cl: -0.2783 (-0.2787) time: 0.7448 data: 0.0002 max mem: 29860 [08:51:10.161369] Epoch: [265] [1240/2904] eta: 0:21:07 lr: 0.001916 loss: 0.1788 (0.1924) loss_rec_all: 0.2048 (0.2183) loss_rec_sfr: 0.2275 (0.2820) loss_cl: -0.2800 (-0.2788) time: 0.7445 data: 0.0003 max mem: 29860 [08:51:25.050895] Epoch: [265] [1260/2904] eta: 0:20:51 lr: 0.001916 loss: 0.1800 (0.1924) loss_rec_all: 0.2061 (0.2183) loss_rec_sfr: 0.2629 (0.2818) loss_cl: -0.2806 (-0.2788) time: 0.7444 data: 0.0003 max mem: 29860 [08:51:39.942016] Epoch: [265] [1280/2904] eta: 0:20:36 lr: 0.001916 loss: 0.1829 (0.1924) loss_rec_all: 0.2088 (0.2183) loss_rec_sfr: 0.2689 (0.2820) loss_cl: -0.2793 (-0.2788) time: 0.7445 data: 0.0002 max mem: 29860 [08:51:54.847025] Epoch: [265] [1300/2904] eta: 0:20:20 lr: 0.001916 loss: 0.1828 (0.1923) loss_rec_all: 0.2087 (0.2182) loss_rec_sfr: 0.2678 (0.2819) loss_cl: -0.2781 (-0.2788) time: 0.7452 data: 0.0003 max mem: 29860 [08:52:09.742541] Epoch: [265] [1320/2904] eta: 0:20:04 lr: 0.001916 loss: 0.1806 (0.1923) loss_rec_all: 0.2067 (0.2183) loss_rec_sfr: 0.2595 (0.2820) loss_cl: -0.2784 (-0.2788) time: 0.7447 data: 0.0003 max mem: 29860 [08:52:24.637569] Epoch: [265] [1340/2904] eta: 0:19:49 lr: 0.001915 loss: 0.1810 (0.1924) loss_rec_all: 0.2073 (0.2183) loss_rec_sfr: 0.2617 (0.2820) loss_cl: -0.2792 (-0.2788) time: 0.7447 data: 0.0003 max mem: 29860 [08:52:39.528651] Epoch: [265] [1360/2904] eta: 0:19:33 lr: 0.001915 loss: 0.1841 (0.1923) loss_rec_all: 0.2103 (0.2182) loss_rec_sfr: 0.2682 (0.2820) loss_cl: -0.2790 (-0.2788) time: 0.7445 data: 0.0003 max mem: 29860 [08:52:54.428564] Epoch: [265] [1380/2904] eta: 0:19:18 lr: 0.001915 loss: 0.1835 (0.1923) loss_rec_all: 0.2095 (0.2182) loss_rec_sfr: 0.2714 (0.2820) loss_cl: -0.2783 (-0.2788) time: 0.7450 data: 0.0003 max mem: 29860 [08:53:09.328396] Epoch: [265] [1400/2904] eta: 0:19:02 lr: 0.001915 loss: 0.1831 (0.1923) loss_rec_all: 0.2092 (0.2183) loss_rec_sfr: 0.2724 (0.2821) loss_cl: -0.2778 (-0.2788) time: 0.7450 data: 0.0003 max mem: 29860 [08:53:24.224755] Epoch: [265] [1420/2904] eta: 0:18:47 lr: 0.001915 loss: 0.1842 (0.1924) loss_rec_all: 0.2101 (0.2183) loss_rec_sfr: 0.2720 (0.2822) loss_cl: -0.2792 (-0.2788) time: 0.7448 data: 0.0003 max mem: 29860 [08:53:39.118729] Epoch: [265] [1440/2904] eta: 0:18:31 lr: 0.001915 loss: 0.1837 (0.1923) loss_rec_all: 0.2102 (0.2182) loss_rec_sfr: 0.2603 (0.2819) loss_cl: -0.2796 (-0.2788) time: 0.7447 data: 0.0003 max mem: 29860 [08:53:54.011820] Epoch: [265] [1460/2904] eta: 0:18:16 lr: 0.001915 loss: 0.1832 (0.1924) loss_rec_all: 0.2095 (0.2183) loss_rec_sfr: 0.2771 (0.2823) loss_cl: -0.2793 (-0.2788) time: 0.7446 data: 0.0003 max mem: 29860 [08:54:08.906459] Epoch: [265] [1480/2904] eta: 0:18:00 lr: 0.001915 loss: 0.1785 (0.1924) loss_rec_all: 0.2047 (0.2183) loss_rec_sfr: 0.2650 (0.2824) loss_cl: -0.2778 (-0.2788) time: 0.7447 data: 0.0003 max mem: 29860 [08:54:23.796644] Epoch: [265] [1500/2904] eta: 0:17:45 lr: 0.001915 loss: 0.1852 (0.1925) loss_rec_all: 0.2117 (0.2184) loss_rec_sfr: 0.2681 (0.2826) loss_cl: -0.2789 (-0.2788) time: 0.7445 data: 0.0003 max mem: 29860 [08:54:38.690732] Epoch: [265] [1520/2904] eta: 0:17:29 lr: 0.001915 loss: 0.1820 (0.1924) loss_rec_all: 0.2082 (0.2183) loss_rec_sfr: 0.2625 (0.2823) loss_cl: -0.2795 (-0.2788) time: 0.7447 data: 0.0003 max mem: 29860 [08:54:53.581080] Epoch: [265] [1540/2904] eta: 0:17:14 lr: 0.001915 loss: 0.1826 (0.1923) loss_rec_all: 0.2089 (0.2182) loss_rec_sfr: 0.2658 (0.2820) loss_cl: -0.2793 (-0.2788) time: 0.7445 data: 0.0003 max mem: 29860 [08:55:08.472313] Epoch: [265] [1560/2904] eta: 0:16:59 lr: 0.001915 loss: 0.1822 (0.1923) loss_rec_all: 0.2084 (0.2182) loss_rec_sfr: 0.2391 (0.2819) loss_cl: -0.2786 (-0.2788) time: 0.7445 data: 0.0003 max mem: 29860 [08:55:23.368936] Epoch: [265] [1580/2904] eta: 0:16:43 lr: 0.001915 loss: 0.1867 (0.1924) loss_rec_all: 0.2125 (0.2183) loss_rec_sfr: 0.2713 (0.2823) loss_cl: -0.2791 (-0.2788) time: 0.7448 data: 0.0003 max mem: 29860 [08:55:38.261346] Epoch: [265] [1600/2904] eta: 0:16:28 lr: 0.001915 loss: 0.1814 (0.1924) loss_rec_all: 0.2075 (0.2183) loss_rec_sfr: 0.2723 (0.2823) loss_cl: -0.2793 (-0.2788) time: 0.7446 data: 0.0003 max mem: 29860 [08:55:53.158421] Epoch: [265] [1620/2904] eta: 0:16:12 lr: 0.001915 loss: 0.1830 (0.1924) loss_rec_all: 0.2093 (0.2183) loss_rec_sfr: 0.2622 (0.2822) loss_cl: -0.2786 (-0.2788) time: 0.7448 data: 0.0003 max mem: 29860 [08:56:08.052201] Epoch: [265] [1640/2904] eta: 0:15:57 lr: 0.001915 loss: 0.1795 (0.1923) loss_rec_all: 0.2056 (0.2182) loss_rec_sfr: 0.2607 (0.2819) loss_cl: -0.2783 (-0.2788) time: 0.7447 data: 0.0003 max mem: 29860 [08:56:22.948017] Epoch: [265] [1660/2904] eta: 0:15:42 lr: 0.001915 loss: 0.1885 (0.1924) loss_rec_all: 0.2143 (0.2183) loss_rec_sfr: 0.2685 (0.2823) loss_cl: -0.2784 (-0.2788) time: 0.7448 data: 0.0003 max mem: 29860 [08:56:37.855540] Epoch: [265] [1680/2904] eta: 0:15:26 lr: 0.001915 loss: 0.1825 (0.1924) loss_rec_all: 0.2089 (0.2183) loss_rec_sfr: 0.2677 (0.2823) loss_cl: -0.2798 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [08:56:52.763796] Epoch: [265] [1700/2904] eta: 0:15:11 lr: 0.001915 loss: 0.1810 (0.1923) loss_rec_all: 0.2076 (0.2182) loss_rec_sfr: 0.2602 (0.2822) loss_cl: -0.2797 (-0.2788) time: 0.7453 data: 0.0004 max mem: 29860 [08:57:07.672915] Epoch: [265] [1720/2904] eta: 0:14:56 lr: 0.001915 loss: 0.1865 (0.1924) loss_rec_all: 0.2128 (0.2183) loss_rec_sfr: 0.2648 (0.2823) loss_cl: -0.2794 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [08:57:22.616766] Epoch: [265] [1740/2904] eta: 0:14:41 lr: 0.001915 loss: 0.1861 (0.1925) loss_rec_all: 0.2122 (0.2184) loss_rec_sfr: 0.2688 (0.2825) loss_cl: -0.2783 (-0.2788) time: 0.7471 data: 0.0003 max mem: 29860 [08:57:37.548832] Epoch: [265] [1760/2904] eta: 0:14:25 lr: 0.001915 loss: 0.1852 (0.1925) loss_rec_all: 0.2111 (0.2184) loss_rec_sfr: 0.2650 (0.2825) loss_cl: -0.2783 (-0.2788) time: 0.7466 data: 0.0003 max mem: 29860 [08:57:52.466103] Epoch: [265] [1780/2904] eta: 0:14:10 lr: 0.001915 loss: 0.1820 (0.1925) loss_rec_all: 0.2079 (0.2184) loss_rec_sfr: 0.2541 (0.2823) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [08:58:07.387015] Epoch: [265] [1800/2904] eta: 0:13:55 lr: 0.001915 loss: 0.1825 (0.1924) loss_rec_all: 0.2086 (0.2183) loss_rec_sfr: 0.2645 (0.2823) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [08:58:22.310036] Epoch: [265] [1820/2904] eta: 0:13:39 lr: 0.001915 loss: 0.1793 (0.1923) loss_rec_all: 0.2056 (0.2182) loss_rec_sfr: 0.2269 (0.2818) loss_cl: -0.2794 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [08:58:37.232260] Epoch: [265] [1840/2904] eta: 0:13:24 lr: 0.001915 loss: 0.1815 (0.1923) loss_rec_all: 0.2075 (0.2182) loss_rec_sfr: 0.2237 (0.2816) loss_cl: -0.2791 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [08:58:52.160398] Epoch: [265] [1860/2904] eta: 0:13:09 lr: 0.001915 loss: 0.1776 (0.1922) loss_rec_all: 0.2042 (0.2182) loss_rec_sfr: 0.2265 (0.2814) loss_cl: -0.2788 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [08:59:07.081555] Epoch: [265] [1880/2904] eta: 0:12:54 lr: 0.001915 loss: 0.1821 (0.1922) loss_rec_all: 0.2080 (0.2182) loss_rec_sfr: 0.2661 (0.2814) loss_cl: -0.2784 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [08:59:21.998357] Epoch: [265] [1900/2904] eta: 0:12:38 lr: 0.001915 loss: 0.1897 (0.1924) loss_rec_all: 0.2156 (0.2183) loss_rec_sfr: 0.2616 (0.2817) loss_cl: -0.2783 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [08:59:36.924120] Epoch: [265] [1920/2904] eta: 0:12:23 lr: 0.001915 loss: 0.1869 (0.1925) loss_rec_all: 0.2125 (0.2184) loss_rec_sfr: 0.2702 (0.2821) loss_cl: -0.2780 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [08:59:51.850892] Epoch: [265] [1940/2904] eta: 0:12:08 lr: 0.001915 loss: 0.1848 (0.1924) loss_rec_all: 0.2109 (0.2183) loss_rec_sfr: 0.2674 (0.2821) loss_cl: -0.2787 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [09:00:06.774151] Epoch: [265] [1960/2904] eta: 0:11:53 lr: 0.001915 loss: 0.1846 (0.1925) loss_rec_all: 0.2107 (0.2184) loss_rec_sfr: 0.2647 (0.2821) loss_cl: -0.2792 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [09:00:21.703345] Epoch: [265] [1980/2904] eta: 0:11:38 lr: 0.001915 loss: 0.1856 (0.1925) loss_rec_all: 0.2121 (0.2184) loss_rec_sfr: 0.2636 (0.2822) loss_cl: -0.2792 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [09:00:36.622037] Epoch: [265] [2000/2904] eta: 0:11:22 lr: 0.001915 loss: 0.1803 (0.1924) loss_rec_all: 0.2066 (0.2183) loss_rec_sfr: 0.2611 (0.2821) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [09:00:51.543434] Epoch: [265] [2020/2904] eta: 0:11:07 lr: 0.001915 loss: 0.1824 (0.1924) loss_rec_all: 0.2083 (0.2183) loss_rec_sfr: 0.2673 (0.2820) loss_cl: -0.2780 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [09:01:06.463679] Epoch: [265] [2040/2904] eta: 0:10:52 lr: 0.001915 loss: 0.1829 (0.1924) loss_rec_all: 0.2089 (0.2183) loss_rec_sfr: 0.2403 (0.2819) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [09:01:21.383977] Epoch: [265] [2060/2904] eta: 0:10:37 lr: 0.001915 loss: 0.1820 (0.1923) loss_rec_all: 0.2085 (0.2182) loss_rec_sfr: 0.2650 (0.2818) loss_cl: -0.2796 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [09:01:36.299238] Epoch: [265] [2080/2904] eta: 0:10:22 lr: 0.001914 loss: 0.1828 (0.1924) loss_rec_all: 0.2087 (0.2183) loss_rec_sfr: 0.2746 (0.2820) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [09:01:51.220715] Epoch: [265] [2100/2904] eta: 0:10:07 lr: 0.001914 loss: 0.1836 (0.1925) loss_rec_all: 0.2096 (0.2184) loss_rec_sfr: 0.2676 (0.2823) loss_cl: -0.2783 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [09:02:06.145234] Epoch: [265] [2120/2904] eta: 0:09:51 lr: 0.001914 loss: 0.1806 (0.1925) loss_rec_all: 0.2071 (0.2184) loss_rec_sfr: 0.2580 (0.2822) loss_cl: -0.2785 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [09:02:21.063211] Epoch: [265] [2140/2904] eta: 0:09:36 lr: 0.001914 loss: 0.1817 (0.1925) loss_rec_all: 0.2078 (0.2184) loss_rec_sfr: 0.2730 (0.2825) loss_cl: -0.2801 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [09:02:35.984049] Epoch: [265] [2160/2904] eta: 0:09:21 lr: 0.001914 loss: 0.1807 (0.1925) loss_rec_all: 0.2073 (0.2184) loss_rec_sfr: 0.2772 (0.2825) loss_cl: -0.2803 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [09:02:50.903574] Epoch: [265] [2180/2904] eta: 0:09:06 lr: 0.001914 loss: 0.1807 (0.1924) loss_rec_all: 0.2063 (0.2183) loss_rec_sfr: 0.2685 (0.2824) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [09:03:05.820829] Epoch: [265] [2200/2904] eta: 0:08:51 lr: 0.001914 loss: 0.1834 (0.1925) loss_rec_all: 0.2095 (0.2184) loss_rec_sfr: 0.2636 (0.2824) loss_cl: -0.2774 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [09:03:20.737607] Epoch: [265] [2220/2904] eta: 0:08:36 lr: 0.001914 loss: 0.1816 (0.1924) loss_rec_all: 0.2080 (0.2183) loss_rec_sfr: 0.2376 (0.2823) loss_cl: -0.2782 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [09:03:35.646391] Epoch: [265] [2240/2904] eta: 0:08:20 lr: 0.001914 loss: 0.1809 (0.1924) loss_rec_all: 0.2074 (0.2183) loss_rec_sfr: 0.2521 (0.2822) loss_cl: -0.2793 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [09:03:50.557171] Epoch: [265] [2260/2904] eta: 0:08:05 lr: 0.001914 loss: 0.1797 (0.1925) loss_rec_all: 0.2062 (0.2184) loss_rec_sfr: 0.2283 (0.2821) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [09:04:05.481800] Epoch: [265] [2280/2904] eta: 0:07:50 lr: 0.001914 loss: 0.1810 (0.1924) loss_rec_all: 0.2070 (0.2183) loss_rec_sfr: 0.2675 (0.2819) loss_cl: -0.2790 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [09:04:20.406498] Epoch: [265] [2300/2904] eta: 0:07:35 lr: 0.001914 loss: 0.1853 (0.1924) loss_rec_all: 0.2112 (0.2183) loss_rec_sfr: 0.2643 (0.2818) loss_cl: -0.2782 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [09:04:35.336360] Epoch: [265] [2320/2904] eta: 0:07:20 lr: 0.001914 loss: 0.1825 (0.1923) loss_rec_all: 0.2084 (0.2182) loss_rec_sfr: 0.2732 (0.2818) loss_cl: -0.2784 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [09:04:50.260150] Epoch: [265] [2340/2904] eta: 0:07:05 lr: 0.001914 loss: 0.1777 (0.1923) loss_rec_all: 0.2042 (0.2182) loss_rec_sfr: 0.2309 (0.2816) loss_cl: -0.2788 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [09:05:05.175646] Epoch: [265] [2360/2904] eta: 0:06:50 lr: 0.001914 loss: 0.1867 (0.1924) loss_rec_all: 0.2127 (0.2183) loss_rec_sfr: 0.2672 (0.2817) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [09:05:20.096155] Epoch: [265] [2380/2904] eta: 0:06:35 lr: 0.001914 loss: 0.1814 (0.1923) loss_rec_all: 0.2079 (0.2183) loss_rec_sfr: 0.2634 (0.2817) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [09:05:35.012960] Epoch: [265] [2400/2904] eta: 0:06:19 lr: 0.001914 loss: 0.1833 (0.1923) loss_rec_all: 0.2096 (0.2182) loss_rec_sfr: 0.2706 (0.2817) loss_cl: -0.2794 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [09:05:49.932747] Epoch: [265] [2420/2904] eta: 0:06:04 lr: 0.001914 loss: 0.1832 (0.1923) loss_rec_all: 0.2094 (0.2182) loss_rec_sfr: 0.2571 (0.2816) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [09:06:04.856335] Epoch: [265] [2440/2904] eta: 0:05:49 lr: 0.001914 loss: 0.1800 (0.1923) loss_rec_all: 0.2061 (0.2182) loss_rec_sfr: 0.2802 (0.2816) loss_cl: -0.2790 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [09:06:19.773264] Epoch: [265] [2460/2904] eta: 0:05:34 lr: 0.001914 loss: 0.1824 (0.1923) loss_rec_all: 0.2089 (0.2182) loss_rec_sfr: 0.2646 (0.2816) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [09:06:34.689897] Epoch: [265] [2480/2904] eta: 0:05:19 lr: 0.001914 loss: 0.1804 (0.1923) loss_rec_all: 0.2066 (0.2182) loss_rec_sfr: 0.2544 (0.2815) loss_cl: -0.2793 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [09:06:49.605844] Epoch: [265] [2500/2904] eta: 0:05:04 lr: 0.001914 loss: 0.1782 (0.1922) loss_rec_all: 0.2046 (0.2182) loss_rec_sfr: 0.2695 (0.2815) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [09:07:04.525944] Epoch: [265] [2520/2904] eta: 0:04:49 lr: 0.001914 loss: 0.1812 (0.1923) loss_rec_all: 0.2073 (0.2182) loss_rec_sfr: 0.2676 (0.2817) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [09:07:19.594370] Epoch: [265] [2540/2904] eta: 0:04:34 lr: 0.001914 loss: 0.1805 (0.1922) loss_rec_all: 0.2069 (0.2182) loss_rec_sfr: 0.2599 (0.2816) loss_cl: -0.2789 (-0.2788) time: 0.7534 data: 0.0002 max mem: 29860 [09:07:34.504238] Epoch: [265] [2560/2904] eta: 0:04:19 lr: 0.001914 loss: 0.1819 (0.1923) loss_rec_all: 0.2078 (0.2182) loss_rec_sfr: 0.2625 (0.2816) loss_cl: -0.2784 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [09:07:49.408802] Epoch: [265] [2580/2904] eta: 0:04:04 lr: 0.001914 loss: 0.1839 (0.1923) loss_rec_all: 0.2100 (0.2183) loss_rec_sfr: 0.2748 (0.2819) loss_cl: -0.2787 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [09:08:04.328081] Epoch: [265] [2600/2904] eta: 0:03:49 lr: 0.001914 loss: 0.1835 (0.1924) loss_rec_all: 0.2097 (0.2183) loss_rec_sfr: 0.2646 (0.2822) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [09:08:19.252978] Epoch: [265] [2620/2904] eta: 0:03:33 lr: 0.001914 loss: 0.1837 (0.1924) loss_rec_all: 0.2096 (0.2183) loss_rec_sfr: 0.2709 (0.2822) loss_cl: -0.2795 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [09:08:34.177230] Epoch: [265] [2640/2904] eta: 0:03:18 lr: 0.001914 loss: 0.1792 (0.1924) loss_rec_all: 0.2056 (0.2183) loss_rec_sfr: 0.2656 (0.2821) loss_cl: -0.2791 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [09:08:49.096373] Epoch: [265] [2660/2904] eta: 0:03:03 lr: 0.001914 loss: 0.1836 (0.1923) loss_rec_all: 0.2095 (0.2183) loss_rec_sfr: 0.2570 (0.2820) loss_cl: -0.2780 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [09:09:04.020836] Epoch: [265] [2680/2904] eta: 0:02:48 lr: 0.001914 loss: 0.1822 (0.1924) loss_rec_all: 0.2081 (0.2183) loss_rec_sfr: 0.2642 (0.2820) loss_cl: -0.2785 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [09:09:18.938412] Epoch: [265] [2700/2904] eta: 0:02:33 lr: 0.001914 loss: 0.1811 (0.1923) loss_rec_all: 0.2072 (0.2182) loss_rec_sfr: 0.2509 (0.2819) loss_cl: -0.2797 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [09:09:33.856120] Epoch: [265] [2720/2904] eta: 0:02:18 lr: 0.001914 loss: 0.1843 (0.1923) loss_rec_all: 0.2106 (0.2182) loss_rec_sfr: 0.2649 (0.2818) loss_cl: -0.2796 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [09:09:48.769836] Epoch: [265] [2740/2904] eta: 0:02:03 lr: 0.001914 loss: 0.1891 (0.1923) loss_rec_all: 0.2152 (0.2182) loss_rec_sfr: 0.2639 (0.2820) loss_cl: -0.2779 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [09:10:03.693044] Epoch: [265] [2760/2904] eta: 0:01:48 lr: 0.001914 loss: 0.1845 (0.1923) loss_rec_all: 0.2105 (0.2182) loss_rec_sfr: 0.2621 (0.2818) loss_cl: -0.2785 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [09:10:18.612697] Epoch: [265] [2780/2904] eta: 0:01:33 lr: 0.001914 loss: 0.1876 (0.1924) loss_rec_all: 0.2134 (0.2183) loss_rec_sfr: 0.2761 (0.2821) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [09:10:33.534869] Epoch: [265] [2800/2904] eta: 0:01:18 lr: 0.001913 loss: 0.1848 (0.1924) loss_rec_all: 0.2109 (0.2183) loss_rec_sfr: 0.2655 (0.2821) loss_cl: -0.2795 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [09:10:48.458742] Epoch: [265] [2820/2904] eta: 0:01:03 lr: 0.001913 loss: 0.1793 (0.1924) loss_rec_all: 0.2051 (0.2183) loss_rec_sfr: 0.2673 (0.2820) loss_cl: -0.2789 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [09:11:03.454763] Epoch: [265] [2840/2904] eta: 0:00:48 lr: 0.001913 loss: 0.1852 (0.1924) loss_rec_all: 0.2116 (0.2183) loss_rec_sfr: 0.2657 (0.2820) loss_cl: -0.2792 (-0.2788) time: 0.7498 data: 0.0033 max mem: 29860 [09:11:18.357959] Epoch: [265] [2860/2904] eta: 0:00:33 lr: 0.001913 loss: 0.1883 (0.1925) loss_rec_all: 0.2144 (0.2184) loss_rec_sfr: 0.2653 (0.2822) loss_cl: -0.2793 (-0.2788) time: 0.7451 data: 0.0001 max mem: 29860 [09:11:33.253734] Epoch: [265] [2880/2904] eta: 0:00:18 lr: 0.001913 loss: 0.1879 (0.1925) loss_rec_all: 0.2142 (0.2184) loss_rec_sfr: 0.2608 (0.2823) loss_cl: -0.2791 (-0.2788) time: 0.7447 data: 0.0001 max mem: 29860 [09:11:48.148923] Epoch: [265] [2900/2904] eta: 0:00:03 lr: 0.001913 loss: 0.1864 (0.1925) loss_rec_all: 0.2125 (0.2184) loss_rec_sfr: 0.2644 (0.2824) loss_cl: -0.2780 (-0.2788) time: 0.7447 data: 0.0001 max mem: 29860 [09:11:50.389452] Epoch: [265] [2903/2904] eta: 0:00:00 lr: 0.001913 loss: 0.1853 (0.1926) loss_rec_all: 0.2113 (0.2185) loss_rec_sfr: 0.2584 (0.2824) loss_cl: -0.2780 (-0.2788) time: 0.7447 data: 0.0001 max mem: 29860 [09:11:52.771122] Epoch: [265] Total time: 0:36:27 (0.7534 s / it) [09:11:52.772016] Averaged stats: lr: 0.001913 loss: 0.1853 (0.1953) loss_rec_all: 0.2113 (0.2188) loss_rec_sfr: 0.2584 (0.2833) loss_cl: -0.2780 (-0.2556) [09:11:52.777178] log_dir: ./checkpoint/VF2_ViT-B [09:12:08.333868] Epoch: [266] [ 0/2904] eta: 12:32:54 lr: 0.001913 loss: 0.1773 (0.1773) loss_rec_all: 0.2033 (0.2033) loss_rec_sfr: 0.2699 (0.2699) loss_cl: -0.2788 (-0.2788) time: 15.5560 data: 14.8240 max mem: 29860 [09:12:24.868556] Epoch: [266] [ 20/2904] eta: 1:13:26 lr: 0.001913 loss: 0.1835 (0.1927) loss_rec_all: 0.2096 (0.2186) loss_rec_sfr: 0.2590 (0.2792) loss_cl: -0.2790 (-0.2789) time: 0.8267 data: 0.0024 max mem: 29860 [09:12:39.741439] Epoch: [266] [ 40/2904] eta: 0:54:40 lr: 0.001913 loss: 0.1816 (0.1912) loss_rec_all: 0.2078 (0.2171) loss_rec_sfr: 0.2585 (0.2769) loss_cl: -0.2792 (-0.2790) time: 0.7436 data: 0.0002 max mem: 29860 [09:12:54.616337] Epoch: [266] [ 60/2904] eta: 0:48:02 lr: 0.001913 loss: 0.1865 (0.1936) loss_rec_all: 0.2123 (0.2195) loss_rec_sfr: 0.2752 (0.2852) loss_cl: -0.2788 (-0.2790) time: 0.7437 data: 0.0002 max mem: 29860 [09:13:09.499262] Epoch: [266] [ 80/2904] eta: 0:44:34 lr: 0.001913 loss: 0.1829 (0.1939) loss_rec_all: 0.2088 (0.2197) loss_rec_sfr: 0.2701 (0.2885) loss_cl: -0.2790 (-0.2790) time: 0.7441 data: 0.0002 max mem: 29860 [09:13:24.397507] Epoch: [266] [ 100/2904] eta: 0:42:23 lr: 0.001913 loss: 0.1820 (0.1942) loss_rec_all: 0.2082 (0.2201) loss_rec_sfr: 0.2319 (0.2885) loss_cl: -0.2797 (-0.2792) time: 0.7449 data: 0.0002 max mem: 29860 [09:13:39.302415] Epoch: [266] [ 120/2904] eta: 0:40:50 lr: 0.001913 loss: 0.1831 (0.1947) loss_rec_all: 0.2091 (0.2206) loss_rec_sfr: 0.2598 (0.2888) loss_cl: -0.2790 (-0.2791) time: 0.7452 data: 0.0002 max mem: 29860 [09:13:54.218944] Epoch: [266] [ 140/2904] eta: 0:39:40 lr: 0.001913 loss: 0.1847 (0.1950) loss_rec_all: 0.2110 (0.2208) loss_rec_sfr: 0.2583 (0.2894) loss_cl: -0.2784 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [09:14:09.128661] Epoch: [266] [ 160/2904] eta: 0:38:43 lr: 0.001913 loss: 0.1846 (0.1954) loss_rec_all: 0.2108 (0.2212) loss_rec_sfr: 0.2652 (0.2903) loss_cl: -0.2775 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [09:14:24.036355] Epoch: [266] [ 180/2904] eta: 0:37:56 lr: 0.001913 loss: 0.1866 (0.1956) loss_rec_all: 0.2125 (0.2214) loss_rec_sfr: 0.2745 (0.2918) loss_cl: -0.2787 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [09:14:38.952917] Epoch: [266] [ 200/2904] eta: 0:37:15 lr: 0.001913 loss: 0.1840 (0.1950) loss_rec_all: 0.2103 (0.2208) loss_rec_sfr: 0.2798 (0.2914) loss_cl: -0.2797 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [09:14:53.879110] Epoch: [266] [ 220/2904] eta: 0:36:39 lr: 0.001913 loss: 0.1833 (0.1948) loss_rec_all: 0.2094 (0.2207) loss_rec_sfr: 0.2605 (0.2908) loss_cl: -0.2794 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [09:15:08.781917] Epoch: [266] [ 240/2904] eta: 0:36:06 lr: 0.001913 loss: 0.1821 (0.1941) loss_rec_all: 0.2081 (0.2199) loss_rec_sfr: 0.2556 (0.2881) loss_cl: -0.2786 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [09:15:23.683633] Epoch: [266] [ 260/2904] eta: 0:35:36 lr: 0.001913 loss: 0.1786 (0.1932) loss_rec_all: 0.2047 (0.2190) loss_rec_sfr: 0.2640 (0.2856) loss_cl: -0.2784 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [09:15:38.592841] Epoch: [266] [ 280/2904] eta: 0:35:08 lr: 0.001913 loss: 0.1868 (0.1938) loss_rec_all: 0.2126 (0.2196) loss_rec_sfr: 0.2714 (0.2874) loss_cl: -0.2783 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [09:15:53.497025] Epoch: [266] [ 300/2904] eta: 0:34:42 lr: 0.001913 loss: 0.1883 (0.1944) loss_rec_all: 0.2148 (0.2202) loss_rec_sfr: 0.2310 (0.2889) loss_cl: -0.2791 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [09:16:08.411116] Epoch: [266] [ 320/2904] eta: 0:34:17 lr: 0.001913 loss: 0.1841 (0.1941) loss_rec_all: 0.2105 (0.2199) loss_rec_sfr: 0.2569 (0.2876) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [09:16:23.336986] Epoch: [266] [ 340/2904] eta: 0:33:54 lr: 0.001913 loss: 0.1852 (0.1941) loss_rec_all: 0.2111 (0.2200) loss_rec_sfr: 0.2639 (0.2881) loss_cl: -0.2784 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [09:16:38.251418] Epoch: [266] [ 360/2904] eta: 0:33:31 lr: 0.001913 loss: 0.1818 (0.1940) loss_rec_all: 0.2078 (0.2199) loss_rec_sfr: 0.2498 (0.2878) loss_cl: -0.2784 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [09:16:53.172898] Epoch: [266] [ 380/2904] eta: 0:33:09 lr: 0.001913 loss: 0.1861 (0.1939) loss_rec_all: 0.2119 (0.2198) loss_rec_sfr: 0.2624 (0.2873) loss_cl: -0.2788 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [09:17:08.078195] Epoch: [266] [ 400/2904] eta: 0:32:48 lr: 0.001913 loss: 0.1801 (0.1939) loss_rec_all: 0.2065 (0.2198) loss_rec_sfr: 0.2579 (0.2874) loss_cl: -0.2787 (-0.2787) time: 0.7452 data: 0.0002 max mem: 29860 [09:17:22.985230] Epoch: [266] [ 420/2904] eta: 0:32:28 lr: 0.001913 loss: 0.1859 (0.1936) loss_rec_all: 0.2122 (0.2195) loss_rec_sfr: 0.2604 (0.2861) loss_cl: -0.2785 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [09:17:37.897953] Epoch: [266] [ 440/2904] eta: 0:32:08 lr: 0.001913 loss: 0.1794 (0.1936) loss_rec_all: 0.2053 (0.2195) loss_rec_sfr: 0.2719 (0.2864) loss_cl: -0.2786 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [09:17:52.799798] Epoch: [266] [ 460/2904] eta: 0:31:48 lr: 0.001913 loss: 0.1811 (0.1935) loss_rec_all: 0.2077 (0.2194) loss_rec_sfr: 0.2346 (0.2856) loss_cl: -0.2795 (-0.2787) time: 0.7451 data: 0.0002 max mem: 29860 [09:18:07.706986] Epoch: [266] [ 480/2904] eta: 0:31:29 lr: 0.001913 loss: 0.1806 (0.1934) loss_rec_all: 0.2072 (0.2193) loss_rec_sfr: 0.2739 (0.2857) loss_cl: -0.2793 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [09:18:22.608277] Epoch: [266] [ 500/2904] eta: 0:31:10 lr: 0.001913 loss: 0.1805 (0.1934) loss_rec_all: 0.2067 (0.2193) loss_rec_sfr: 0.2260 (0.2854) loss_cl: -0.2787 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [09:18:37.523114] Epoch: [266] [ 520/2904] eta: 0:30:51 lr: 0.001913 loss: 0.1819 (0.1931) loss_rec_all: 0.2078 (0.2190) loss_rec_sfr: 0.2610 (0.2849) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [09:18:52.435608] Epoch: [266] [ 540/2904] eta: 0:30:33 lr: 0.001913 loss: 0.1838 (0.1932) loss_rec_all: 0.2098 (0.2191) loss_rec_sfr: 0.2730 (0.2853) loss_cl: -0.2795 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [09:19:07.344396] Epoch: [266] [ 560/2904] eta: 0:30:15 lr: 0.001913 loss: 0.1785 (0.1929) loss_rec_all: 0.2046 (0.2188) loss_rec_sfr: 0.2285 (0.2842) loss_cl: -0.2794 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [09:19:22.249682] Epoch: [266] [ 580/2904] eta: 0:29:57 lr: 0.001913 loss: 0.1812 (0.1927) loss_rec_all: 0.2074 (0.2186) loss_rec_sfr: 0.2570 (0.2835) loss_cl: -0.2784 (-0.2788) time: 0.7452 data: 0.0003 max mem: 29860 [09:19:37.166272] Epoch: [266] [ 600/2904] eta: 0:29:40 lr: 0.001913 loss: 0.1842 (0.1927) loss_rec_all: 0.2102 (0.2186) loss_rec_sfr: 0.2591 (0.2838) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [09:19:52.072657] Epoch: [266] [ 620/2904] eta: 0:29:22 lr: 0.001912 loss: 0.1802 (0.1925) loss_rec_all: 0.2066 (0.2184) loss_rec_sfr: 0.2578 (0.2831) loss_cl: -0.2797 (-0.2788) time: 0.7453 data: 0.0004 max mem: 29860 [09:20:06.976826] Epoch: [266] [ 640/2904] eta: 0:29:05 lr: 0.001912 loss: 0.1831 (0.1925) loss_rec_all: 0.2092 (0.2184) loss_rec_sfr: 0.2695 (0.2833) loss_cl: -0.2793 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [09:20:21.888020] Epoch: [266] [ 660/2904] eta: 0:28:48 lr: 0.001912 loss: 0.1875 (0.1927) loss_rec_all: 0.2136 (0.2186) loss_rec_sfr: 0.2705 (0.2838) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [09:20:36.802254] Epoch: [266] [ 680/2904] eta: 0:28:31 lr: 0.001912 loss: 0.1859 (0.1927) loss_rec_all: 0.2124 (0.2186) loss_rec_sfr: 0.2753 (0.2835) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [09:20:51.713572] Epoch: [266] [ 700/2904] eta: 0:28:14 lr: 0.001912 loss: 0.1807 (0.1926) loss_rec_all: 0.2073 (0.2185) loss_rec_sfr: 0.2355 (0.2832) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [09:21:06.616846] Epoch: [266] [ 720/2904] eta: 0:27:57 lr: 0.001912 loss: 0.1834 (0.1928) loss_rec_all: 0.2100 (0.2187) loss_rec_sfr: 0.2545 (0.2834) loss_cl: -0.2787 (-0.2788) time: 0.7451 data: 0.0003 max mem: 29860 [09:21:21.504046] Epoch: [266] [ 740/2904] eta: 0:27:40 lr: 0.001912 loss: 0.1804 (0.1926) loss_rec_all: 0.2067 (0.2185) loss_rec_sfr: 0.2641 (0.2829) loss_cl: -0.2790 (-0.2789) time: 0.7443 data: 0.0002 max mem: 29860 [09:21:36.408496] Epoch: [266] [ 760/2904] eta: 0:27:24 lr: 0.001912 loss: 0.1809 (0.1926) loss_rec_all: 0.2067 (0.2185) loss_rec_sfr: 0.2630 (0.2828) loss_cl: -0.2777 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [09:21:51.308139] Epoch: [266] [ 780/2904] eta: 0:27:07 lr: 0.001912 loss: 0.1852 (0.1928) loss_rec_all: 0.2115 (0.2187) loss_rec_sfr: 0.2541 (0.2832) loss_cl: -0.2787 (-0.2788) time: 0.7449 data: 0.0002 max mem: 29860 [09:22:06.219100] Epoch: [266] [ 800/2904] eta: 0:26:51 lr: 0.001912 loss: 0.1856 (0.1930) loss_rec_all: 0.2114 (0.2189) loss_rec_sfr: 0.2675 (0.2840) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [09:22:21.123601] Epoch: [266] [ 820/2904] eta: 0:26:34 lr: 0.001912 loss: 0.1826 (0.1929) loss_rec_all: 0.2087 (0.2188) loss_rec_sfr: 0.2614 (0.2835) loss_cl: -0.2795 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [09:22:36.027146] Epoch: [266] [ 840/2904] eta: 0:26:18 lr: 0.001912 loss: 0.1803 (0.1929) loss_rec_all: 0.2065 (0.2188) loss_rec_sfr: 0.2660 (0.2835) loss_cl: -0.2796 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [09:22:50.927350] Epoch: [266] [ 860/2904] eta: 0:26:02 lr: 0.001912 loss: 0.1850 (0.1929) loss_rec_all: 0.2108 (0.2188) loss_rec_sfr: 0.2626 (0.2835) loss_cl: -0.2789 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [09:23:05.832472] Epoch: [266] [ 880/2904] eta: 0:25:46 lr: 0.001912 loss: 0.1839 (0.1929) loss_rec_all: 0.2102 (0.2188) loss_rec_sfr: 0.2577 (0.2833) loss_cl: -0.2790 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [09:23:20.741231] Epoch: [266] [ 900/2904] eta: 0:25:30 lr: 0.001912 loss: 0.1817 (0.1930) loss_rec_all: 0.2075 (0.2189) loss_rec_sfr: 0.2623 (0.2834) loss_cl: -0.2794 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [09:23:35.648348] Epoch: [266] [ 920/2904] eta: 0:25:14 lr: 0.001912 loss: 0.1833 (0.1929) loss_rec_all: 0.2097 (0.2188) loss_rec_sfr: 0.2583 (0.2830) loss_cl: -0.2789 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [09:23:50.554434] Epoch: [266] [ 940/2904] eta: 0:24:58 lr: 0.001912 loss: 0.1831 (0.1929) loss_rec_all: 0.2092 (0.2188) loss_rec_sfr: 0.2696 (0.2833) loss_cl: -0.2787 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [09:24:05.458913] Epoch: [266] [ 960/2904] eta: 0:24:42 lr: 0.001912 loss: 0.1825 (0.1928) loss_rec_all: 0.2086 (0.2187) loss_rec_sfr: 0.2279 (0.2829) loss_cl: -0.2786 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [09:24:20.359884] Epoch: [266] [ 980/2904] eta: 0:24:26 lr: 0.001912 loss: 0.1810 (0.1928) loss_rec_all: 0.2068 (0.2187) loss_rec_sfr: 0.2688 (0.2830) loss_cl: -0.2788 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [09:24:35.264311] Epoch: [266] [1000/2904] eta: 0:24:10 lr: 0.001912 loss: 0.1823 (0.1929) loss_rec_all: 0.2083 (0.2188) loss_rec_sfr: 0.2630 (0.2832) loss_cl: -0.2781 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [09:24:50.165666] Epoch: [266] [1020/2904] eta: 0:23:54 lr: 0.001912 loss: 0.1832 (0.1930) loss_rec_all: 0.2093 (0.2189) loss_rec_sfr: 0.2619 (0.2833) loss_cl: -0.2796 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [09:25:05.070851] Epoch: [266] [1040/2904] eta: 0:23:38 lr: 0.001912 loss: 0.1824 (0.1930) loss_rec_all: 0.2085 (0.2189) loss_rec_sfr: 0.2736 (0.2837) loss_cl: -0.2792 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [09:25:19.971353] Epoch: [266] [1060/2904] eta: 0:23:22 lr: 0.001912 loss: 0.1825 (0.1930) loss_rec_all: 0.2090 (0.2189) loss_rec_sfr: 0.2621 (0.2835) loss_cl: -0.2786 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [09:25:34.874072] Epoch: [266] [1080/2904] eta: 0:23:07 lr: 0.001912 loss: 0.1814 (0.1929) loss_rec_all: 0.2077 (0.2188) loss_rec_sfr: 0.2512 (0.2834) loss_cl: -0.2781 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [09:25:49.777168] Epoch: [266] [1100/2904] eta: 0:22:51 lr: 0.001912 loss: 0.1815 (0.1930) loss_rec_all: 0.2073 (0.2189) loss_rec_sfr: 0.2768 (0.2837) loss_cl: -0.2796 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [09:26:04.683190] Epoch: [266] [1120/2904] eta: 0:22:35 lr: 0.001912 loss: 0.1822 (0.1930) loss_rec_all: 0.2085 (0.2189) loss_rec_sfr: 0.2554 (0.2834) loss_cl: -0.2789 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [09:26:19.583880] Epoch: [266] [1140/2904] eta: 0:22:20 lr: 0.001912 loss: 0.1867 (0.1932) loss_rec_all: 0.2127 (0.2191) loss_rec_sfr: 0.2704 (0.2842) loss_cl: -0.2777 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [09:26:34.483073] Epoch: [266] [1160/2904] eta: 0:22:04 lr: 0.001912 loss: 0.1858 (0.1931) loss_rec_all: 0.2119 (0.2190) loss_rec_sfr: 0.2638 (0.2841) loss_cl: -0.2784 (-0.2788) time: 0.7449 data: 0.0002 max mem: 29860 [09:26:49.394148] Epoch: [266] [1180/2904] eta: 0:21:48 lr: 0.001912 loss: 0.1793 (0.1931) loss_rec_all: 0.2053 (0.2190) loss_rec_sfr: 0.2704 (0.2840) loss_cl: -0.2795 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [09:27:04.320130] Epoch: [266] [1200/2904] eta: 0:21:33 lr: 0.001912 loss: 0.1830 (0.1932) loss_rec_all: 0.2089 (0.2191) loss_rec_sfr: 0.2712 (0.2847) loss_cl: -0.2790 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [09:27:19.232353] Epoch: [266] [1220/2904] eta: 0:21:17 lr: 0.001912 loss: 0.1783 (0.1931) loss_rec_all: 0.2045 (0.2190) loss_rec_sfr: 0.2652 (0.2844) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [09:27:34.158242] Epoch: [266] [1240/2904] eta: 0:21:02 lr: 0.001912 loss: 0.1853 (0.1933) loss_rec_all: 0.2112 (0.2192) loss_rec_sfr: 0.2774 (0.2851) loss_cl: -0.2781 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [09:27:49.115105] Epoch: [266] [1260/2904] eta: 0:20:46 lr: 0.001912 loss: 0.1837 (0.1934) loss_rec_all: 0.2100 (0.2192) loss_rec_sfr: 0.2737 (0.2852) loss_cl: -0.2791 (-0.2788) time: 0.7478 data: 0.0002 max mem: 29860 [09:28:04.048242] Epoch: [266] [1280/2904] eta: 0:20:31 lr: 0.001912 loss: 0.1850 (0.1934) loss_rec_all: 0.2114 (0.2193) loss_rec_sfr: 0.2773 (0.2856) loss_cl: -0.2788 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [09:28:18.972834] Epoch: [266] [1300/2904] eta: 0:20:15 lr: 0.001912 loss: 0.1794 (0.1934) loss_rec_all: 0.2054 (0.2193) loss_rec_sfr: 0.2524 (0.2854) loss_cl: -0.2786 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [09:28:33.891786] Epoch: [266] [1320/2904] eta: 0:20:00 lr: 0.001912 loss: 0.1829 (0.1933) loss_rec_all: 0.2088 (0.2192) loss_rec_sfr: 0.2688 (0.2849) loss_cl: -0.2778 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [09:28:48.804336] Epoch: [266] [1340/2904] eta: 0:19:44 lr: 0.001912 loss: 0.1805 (0.1932) loss_rec_all: 0.2067 (0.2191) loss_rec_sfr: 0.2516 (0.2846) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [09:29:03.711855] Epoch: [266] [1360/2904] eta: 0:19:29 lr: 0.001911 loss: 0.1827 (0.1931) loss_rec_all: 0.2088 (0.2190) loss_rec_sfr: 0.2625 (0.2844) loss_cl: -0.2796 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [09:29:18.626738] Epoch: [266] [1380/2904] eta: 0:19:14 lr: 0.001911 loss: 0.1803 (0.1931) loss_rec_all: 0.2064 (0.2190) loss_rec_sfr: 0.2610 (0.2843) loss_cl: -0.2795 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [09:29:33.549593] Epoch: [266] [1400/2904] eta: 0:18:58 lr: 0.001911 loss: 0.1808 (0.1930) loss_rec_all: 0.2072 (0.2189) loss_rec_sfr: 0.2538 (0.2839) loss_cl: -0.2795 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [09:29:48.463695] Epoch: [266] [1420/2904] eta: 0:18:43 lr: 0.001911 loss: 0.1839 (0.1931) loss_rec_all: 0.2097 (0.2190) loss_rec_sfr: 0.2705 (0.2842) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [09:30:03.378397] Epoch: [266] [1440/2904] eta: 0:18:27 lr: 0.001911 loss: 0.1808 (0.1930) loss_rec_all: 0.2071 (0.2189) loss_rec_sfr: 0.2618 (0.2841) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [09:30:18.294685] Epoch: [266] [1460/2904] eta: 0:18:12 lr: 0.001911 loss: 0.1844 (0.1930) loss_rec_all: 0.2104 (0.2189) loss_rec_sfr: 0.2703 (0.2841) loss_cl: -0.2780 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [09:30:33.206258] Epoch: [266] [1480/2904] eta: 0:17:57 lr: 0.001911 loss: 0.1861 (0.1930) loss_rec_all: 0.2119 (0.2189) loss_rec_sfr: 0.2700 (0.2842) loss_cl: -0.2778 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [09:30:48.125477] Epoch: [266] [1500/2904] eta: 0:17:41 lr: 0.001911 loss: 0.1845 (0.1930) loss_rec_all: 0.2108 (0.2189) loss_rec_sfr: 0.2314 (0.2837) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [09:31:03.043435] Epoch: [266] [1520/2904] eta: 0:17:26 lr: 0.001911 loss: 0.1886 (0.1930) loss_rec_all: 0.2146 (0.2189) loss_rec_sfr: 0.2661 (0.2836) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [09:31:17.974055] Epoch: [266] [1540/2904] eta: 0:17:11 lr: 0.001911 loss: 0.1862 (0.1931) loss_rec_all: 0.2123 (0.2190) loss_rec_sfr: 0.2733 (0.2840) loss_cl: -0.2790 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [09:31:32.892712] Epoch: [266] [1560/2904] eta: 0:16:56 lr: 0.001911 loss: 0.1825 (0.1931) loss_rec_all: 0.2085 (0.2190) loss_rec_sfr: 0.2710 (0.2841) loss_cl: -0.2783 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [09:31:47.830000] Epoch: [266] [1580/2904] eta: 0:16:40 lr: 0.001911 loss: 0.1894 (0.1933) loss_rec_all: 0.2156 (0.2191) loss_rec_sfr: 0.2690 (0.2846) loss_cl: -0.2788 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [09:32:02.752659] Epoch: [266] [1600/2904] eta: 0:16:25 lr: 0.001911 loss: 0.1818 (0.1933) loss_rec_all: 0.2085 (0.2192) loss_rec_sfr: 0.2668 (0.2847) loss_cl: -0.2791 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [09:32:17.675349] Epoch: [266] [1620/2904] eta: 0:16:10 lr: 0.001911 loss: 0.1867 (0.1933) loss_rec_all: 0.2127 (0.2192) loss_rec_sfr: 0.2625 (0.2847) loss_cl: -0.2790 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [09:32:32.590073] Epoch: [266] [1640/2904] eta: 0:15:54 lr: 0.001911 loss: 0.1819 (0.1933) loss_rec_all: 0.2081 (0.2192) loss_rec_sfr: 0.2601 (0.2846) loss_cl: -0.2783 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [09:32:47.501630] Epoch: [266] [1660/2904] eta: 0:15:39 lr: 0.001911 loss: 0.1936 (0.1935) loss_rec_all: 0.2194 (0.2194) loss_rec_sfr: 0.2911 (0.2854) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [09:33:02.422610] Epoch: [266] [1680/2904] eta: 0:15:24 lr: 0.001911 loss: 0.1877 (0.1936) loss_rec_all: 0.2136 (0.2194) loss_rec_sfr: 0.2701 (0.2855) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [09:33:17.336584] Epoch: [266] [1700/2904] eta: 0:15:09 lr: 0.001911 loss: 0.1811 (0.1935) loss_rec_all: 0.2070 (0.2194) loss_rec_sfr: 0.2656 (0.2853) loss_cl: -0.2793 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [09:33:32.260598] Epoch: [266] [1720/2904] eta: 0:14:53 lr: 0.001911 loss: 0.1821 (0.1935) loss_rec_all: 0.2082 (0.2194) loss_rec_sfr: 0.2661 (0.2854) loss_cl: -0.2789 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [09:33:47.175934] Epoch: [266] [1740/2904] eta: 0:14:38 lr: 0.001911 loss: 0.1858 (0.1935) loss_rec_all: 0.2119 (0.2194) loss_rec_sfr: 0.2560 (0.2853) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [09:34:02.091771] Epoch: [266] [1760/2904] eta: 0:14:23 lr: 0.001911 loss: 0.1793 (0.1934) loss_rec_all: 0.2059 (0.2193) loss_rec_sfr: 0.2589 (0.2849) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [09:34:17.222351] Epoch: [266] [1780/2904] eta: 0:14:08 lr: 0.001911 loss: 0.1810 (0.1934) loss_rec_all: 0.2073 (0.2193) loss_rec_sfr: 0.2638 (0.2850) loss_cl: -0.2785 (-0.2788) time: 0.7565 data: 0.0002 max mem: 29860 [09:34:32.150378] Epoch: [266] [1800/2904] eta: 0:13:53 lr: 0.001911 loss: 0.1876 (0.1934) loss_rec_all: 0.2133 (0.2193) loss_rec_sfr: 0.2656 (0.2850) loss_cl: -0.2792 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [09:34:47.083096] Epoch: [266] [1820/2904] eta: 0:13:38 lr: 0.001911 loss: 0.1812 (0.1934) loss_rec_all: 0.2075 (0.2192) loss_rec_sfr: 0.2292 (0.2847) loss_cl: -0.2789 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [09:35:02.014164] Epoch: [266] [1840/2904] eta: 0:13:22 lr: 0.001911 loss: 0.1806 (0.1933) loss_rec_all: 0.2067 (0.2192) loss_rec_sfr: 0.2611 (0.2844) loss_cl: -0.2792 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [09:35:16.941891] Epoch: [266] [1860/2904] eta: 0:13:07 lr: 0.001911 loss: 0.1812 (0.1933) loss_rec_all: 0.2077 (0.2192) loss_rec_sfr: 0.2669 (0.2846) loss_cl: -0.2784 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [09:35:31.866737] Epoch: [266] [1880/2904] eta: 0:12:52 lr: 0.001911 loss: 0.1838 (0.1933) loss_rec_all: 0.2098 (0.2192) loss_rec_sfr: 0.2661 (0.2847) loss_cl: -0.2789 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [09:35:46.807021] Epoch: [266] [1900/2904] eta: 0:12:37 lr: 0.001911 loss: 0.1861 (0.1933) loss_rec_all: 0.2120 (0.2192) loss_rec_sfr: 0.2730 (0.2848) loss_cl: -0.2789 (-0.2788) time: 0.7470 data: 0.0002 max mem: 29860 [09:36:01.738784] Epoch: [266] [1920/2904] eta: 0:12:22 lr: 0.001911 loss: 0.1818 (0.1934) loss_rec_all: 0.2081 (0.2192) loss_rec_sfr: 0.2665 (0.2849) loss_cl: -0.2790 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [09:36:16.657677] Epoch: [266] [1940/2904] eta: 0:12:06 lr: 0.001911 loss: 0.1822 (0.1934) loss_rec_all: 0.2083 (0.2193) loss_rec_sfr: 0.2762 (0.2850) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [09:36:31.575714] Epoch: [266] [1960/2904] eta: 0:11:51 lr: 0.001911 loss: 0.1915 (0.1935) loss_rec_all: 0.2175 (0.2194) loss_rec_sfr: 0.2750 (0.2855) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [09:36:46.502598] Epoch: [266] [1980/2904] eta: 0:11:36 lr: 0.001911 loss: 0.1824 (0.1935) loss_rec_all: 0.2085 (0.2194) loss_rec_sfr: 0.2635 (0.2854) loss_cl: -0.2783 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [09:37:01.418325] Epoch: [266] [2000/2904] eta: 0:11:21 lr: 0.001911 loss: 0.1857 (0.1936) loss_rec_all: 0.2117 (0.2194) loss_rec_sfr: 0.2690 (0.2855) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [09:37:16.341652] Epoch: [266] [2020/2904] eta: 0:11:06 lr: 0.001911 loss: 0.1853 (0.1936) loss_rec_all: 0.2112 (0.2195) loss_rec_sfr: 0.2707 (0.2857) loss_cl: -0.2795 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [09:37:31.252062] Epoch: [266] [2040/2904] eta: 0:10:51 lr: 0.001911 loss: 0.1795 (0.1936) loss_rec_all: 0.2059 (0.2195) loss_rec_sfr: 0.2589 (0.2856) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [09:37:46.174809] Epoch: [266] [2060/2904] eta: 0:10:36 lr: 0.001911 loss: 0.1845 (0.1936) loss_rec_all: 0.2105 (0.2194) loss_rec_sfr: 0.2731 (0.2855) loss_cl: -0.2788 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [09:38:01.091043] Epoch: [266] [2080/2904] eta: 0:10:20 lr: 0.001910 loss: 0.1815 (0.1936) loss_rec_all: 0.2076 (0.2195) loss_rec_sfr: 0.2615 (0.2857) loss_cl: -0.2783 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [09:38:16.009440] Epoch: [266] [2100/2904] eta: 0:10:05 lr: 0.001910 loss: 0.1841 (0.1935) loss_rec_all: 0.2103 (0.2194) loss_rec_sfr: 0.2641 (0.2856) loss_cl: -0.2775 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [09:38:30.925925] Epoch: [266] [2120/2904] eta: 0:09:50 lr: 0.001910 loss: 0.1843 (0.1936) loss_rec_all: 0.2101 (0.2194) loss_rec_sfr: 0.2600 (0.2856) loss_cl: -0.2782 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [09:38:45.840994] Epoch: [266] [2140/2904] eta: 0:09:35 lr: 0.001910 loss: 0.1844 (0.1936) loss_rec_all: 0.2103 (0.2195) loss_rec_sfr: 0.2651 (0.2857) loss_cl: -0.2798 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [09:39:00.752559] Epoch: [266] [2160/2904] eta: 0:09:20 lr: 0.001910 loss: 0.1838 (0.1937) loss_rec_all: 0.2100 (0.2196) loss_rec_sfr: 0.2694 (0.2859) loss_cl: -0.2793 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [09:39:15.663254] Epoch: [266] [2180/2904] eta: 0:09:05 lr: 0.001910 loss: 0.1794 (0.1936) loss_rec_all: 0.2056 (0.2195) loss_rec_sfr: 0.2677 (0.2857) loss_cl: -0.2794 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [09:39:30.575606] Epoch: [266] [2200/2904] eta: 0:08:50 lr: 0.001910 loss: 0.1797 (0.1936) loss_rec_all: 0.2055 (0.2195) loss_rec_sfr: 0.2620 (0.2856) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [09:39:45.494084] Epoch: [266] [2220/2904] eta: 0:08:35 lr: 0.001910 loss: 0.1824 (0.1936) loss_rec_all: 0.2090 (0.2194) loss_rec_sfr: 0.2642 (0.2854) loss_cl: -0.2783 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [09:40:00.412233] Epoch: [266] [2240/2904] eta: 0:08:20 lr: 0.001910 loss: 0.1821 (0.1936) loss_rec_all: 0.2081 (0.2195) loss_rec_sfr: 0.2656 (0.2855) loss_cl: -0.2782 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [09:40:15.324843] Epoch: [266] [2260/2904] eta: 0:08:04 lr: 0.001910 loss: 0.1811 (0.1935) loss_rec_all: 0.2072 (0.2194) loss_rec_sfr: 0.2626 (0.2853) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [09:40:30.238085] Epoch: [266] [2280/2904] eta: 0:07:49 lr: 0.001910 loss: 0.1819 (0.1935) loss_rec_all: 0.2077 (0.2194) loss_rec_sfr: 0.2550 (0.2851) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [09:40:45.158200] Epoch: [266] [2300/2904] eta: 0:07:34 lr: 0.001910 loss: 0.1840 (0.1935) loss_rec_all: 0.2101 (0.2194) loss_rec_sfr: 0.2628 (0.2853) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [09:41:00.071440] Epoch: [266] [2320/2904] eta: 0:07:19 lr: 0.001910 loss: 0.1791 (0.1935) loss_rec_all: 0.2050 (0.2194) loss_rec_sfr: 0.2651 (0.2852) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [09:41:14.986784] Epoch: [266] [2340/2904] eta: 0:07:04 lr: 0.001910 loss: 0.1873 (0.1936) loss_rec_all: 0.2132 (0.2194) loss_rec_sfr: 0.2656 (0.2853) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [09:41:29.905255] Epoch: [266] [2360/2904] eta: 0:06:49 lr: 0.001910 loss: 0.1841 (0.1935) loss_rec_all: 0.2106 (0.2194) loss_rec_sfr: 0.2433 (0.2852) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [09:41:44.823271] Epoch: [266] [2380/2904] eta: 0:06:34 lr: 0.001910 loss: 0.1803 (0.1935) loss_rec_all: 0.2069 (0.2194) loss_rec_sfr: 0.2678 (0.2852) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [09:41:59.739612] Epoch: [266] [2400/2904] eta: 0:06:19 lr: 0.001910 loss: 0.1842 (0.1936) loss_rec_all: 0.2103 (0.2195) loss_rec_sfr: 0.2709 (0.2855) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [09:42:14.670053] Epoch: [266] [2420/2904] eta: 0:06:04 lr: 0.001910 loss: 0.1841 (0.1937) loss_rec_all: 0.2100 (0.2195) loss_rec_sfr: 0.2672 (0.2857) loss_cl: -0.2784 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [09:42:29.599961] Epoch: [266] [2440/2904] eta: 0:05:49 lr: 0.001910 loss: 0.1814 (0.1937) loss_rec_all: 0.2072 (0.2196) loss_rec_sfr: 0.2763 (0.2859) loss_cl: -0.2781 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [09:42:44.513408] Epoch: [266] [2460/2904] eta: 0:05:34 lr: 0.001910 loss: 0.1817 (0.1937) loss_rec_all: 0.2080 (0.2196) loss_rec_sfr: 0.2550 (0.2858) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [09:42:59.424403] Epoch: [266] [2480/2904] eta: 0:05:18 lr: 0.001910 loss: 0.1855 (0.1937) loss_rec_all: 0.2115 (0.2196) loss_rec_sfr: 0.2735 (0.2859) loss_cl: -0.2796 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [09:43:14.338300] Epoch: [266] [2500/2904] eta: 0:05:03 lr: 0.001910 loss: 0.1808 (0.1937) loss_rec_all: 0.2066 (0.2195) loss_rec_sfr: 0.2557 (0.2858) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [09:43:29.265606] Epoch: [266] [2520/2904] eta: 0:04:48 lr: 0.001910 loss: 0.1897 (0.1937) loss_rec_all: 0.2157 (0.2196) loss_rec_sfr: 0.2682 (0.2859) loss_cl: -0.2789 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [09:43:44.179265] Epoch: [266] [2540/2904] eta: 0:04:33 lr: 0.001910 loss: 0.1825 (0.1937) loss_rec_all: 0.2086 (0.2196) loss_rec_sfr: 0.2725 (0.2860) loss_cl: -0.2783 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [09:43:59.098932] Epoch: [266] [2560/2904] eta: 0:04:18 lr: 0.001910 loss: 0.1785 (0.1936) loss_rec_all: 0.2045 (0.2195) loss_rec_sfr: 0.2596 (0.2857) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [09:44:14.020914] Epoch: [266] [2580/2904] eta: 0:04:03 lr: 0.001910 loss: 0.1834 (0.1936) loss_rec_all: 0.2092 (0.2195) loss_rec_sfr: 0.2589 (0.2856) loss_cl: -0.2788 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [09:44:28.944100] Epoch: [266] [2600/2904] eta: 0:03:48 lr: 0.001910 loss: 0.1799 (0.1935) loss_rec_all: 0.2058 (0.2194) loss_rec_sfr: 0.2351 (0.2852) loss_cl: -0.2787 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [09:44:43.861596] Epoch: [266] [2620/2904] eta: 0:03:33 lr: 0.001910 loss: 0.1836 (0.1935) loss_rec_all: 0.2096 (0.2194) loss_rec_sfr: 0.2712 (0.2852) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [09:44:58.780742] Epoch: [266] [2640/2904] eta: 0:03:18 lr: 0.001910 loss: 0.1831 (0.1935) loss_rec_all: 0.2094 (0.2194) loss_rec_sfr: 0.2688 (0.2852) loss_cl: -0.2794 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [09:45:13.697001] Epoch: [266] [2660/2904] eta: 0:03:03 lr: 0.001910 loss: 0.1859 (0.1935) loss_rec_all: 0.2125 (0.2194) loss_rec_sfr: 0.2643 (0.2851) loss_cl: -0.2794 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [09:45:28.617345] Epoch: [266] [2680/2904] eta: 0:02:48 lr: 0.001910 loss: 0.1820 (0.1935) loss_rec_all: 0.2080 (0.2194) loss_rec_sfr: 0.2583 (0.2851) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [09:45:43.539329] Epoch: [266] [2700/2904] eta: 0:02:33 lr: 0.001910 loss: 0.1807 (0.1935) loss_rec_all: 0.2066 (0.2193) loss_rec_sfr: 0.2297 (0.2849) loss_cl: -0.2783 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [09:45:58.457239] Epoch: [266] [2720/2904] eta: 0:02:18 lr: 0.001910 loss: 0.1838 (0.1935) loss_rec_all: 0.2101 (0.2193) loss_rec_sfr: 0.2600 (0.2849) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [09:46:13.374699] Epoch: [266] [2740/2904] eta: 0:02:03 lr: 0.001910 loss: 0.1799 (0.1934) loss_rec_all: 0.2062 (0.2193) loss_rec_sfr: 0.2670 (0.2849) loss_cl: -0.2782 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [09:46:28.293481] Epoch: [266] [2760/2904] eta: 0:01:48 lr: 0.001910 loss: 0.1798 (0.1934) loss_rec_all: 0.2058 (0.2193) loss_rec_sfr: 0.2623 (0.2847) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [09:46:43.215121] Epoch: [266] [2780/2904] eta: 0:01:33 lr: 0.001910 loss: 0.1950 (0.1935) loss_rec_all: 0.2210 (0.2194) loss_rec_sfr: 0.2669 (0.2850) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [09:46:58.130483] Epoch: [266] [2800/2904] eta: 0:01:18 lr: 0.001909 loss: 0.1836 (0.1935) loss_rec_all: 0.2098 (0.2193) loss_rec_sfr: 0.2538 (0.2849) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [09:47:13.052172] Epoch: [266] [2820/2904] eta: 0:01:03 lr: 0.001909 loss: 0.1779 (0.1935) loss_rec_all: 0.2044 (0.2193) loss_rec_sfr: 0.2653 (0.2849) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [09:47:28.066703] Epoch: [266] [2840/2904] eta: 0:00:48 lr: 0.001909 loss: 0.1800 (0.1935) loss_rec_all: 0.2062 (0.2194) loss_rec_sfr: 0.2684 (0.2850) loss_cl: -0.2788 (-0.2788) time: 0.7507 data: 0.0023 max mem: 29860 [09:47:42.965000] Epoch: [266] [2860/2904] eta: 0:00:33 lr: 0.001909 loss: 0.1824 (0.1935) loss_rec_all: 0.2085 (0.2194) loss_rec_sfr: 0.2718 (0.2850) loss_cl: -0.2789 (-0.2788) time: 0.7449 data: 0.0001 max mem: 29860 [09:47:57.862112] Epoch: [266] [2880/2904] eta: 0:00:18 lr: 0.001909 loss: 0.1790 (0.1935) loss_rec_all: 0.2053 (0.2194) loss_rec_sfr: 0.2536 (0.2852) loss_cl: -0.2788 (-0.2788) time: 0.7448 data: 0.0001 max mem: 29860 [09:48:12.757195] Epoch: [266] [2900/2904] eta: 0:00:03 lr: 0.001909 loss: 0.1839 (0.1935) loss_rec_all: 0.2100 (0.2194) loss_rec_sfr: 0.2624 (0.2852) loss_cl: -0.2791 (-0.2788) time: 0.7447 data: 0.0001 max mem: 29860 [09:48:14.999670] Epoch: [266] [2903/2904] eta: 0:00:00 lr: 0.001909 loss: 0.1841 (0.1935) loss_rec_all: 0.2103 (0.2194) loss_rec_sfr: 0.2670 (0.2852) loss_cl: -0.2793 (-0.2788) time: 0.7447 data: 0.0001 max mem: 29860 [09:48:17.225901] Epoch: [266] Total time: 0:36:24 (0.7522 s / it) [09:48:17.238865] Averaged stats: lr: 0.001909 loss: 0.1841 (0.1954) loss_rec_all: 0.2103 (0.2190) loss_rec_sfr: 0.2670 (0.2836) loss_cl: -0.2793 (-0.2556) [09:48:17.243980] log_dir: ./checkpoint/VF2_ViT-B [09:48:37.235122] Epoch: [267] [ 0/2904] eta: 16:07:31 lr: 0.001909 loss: 0.1821 (0.1821) loss_rec_all: 0.2082 (0.2082) loss_rec_sfr: 0.2755 (0.2755) loss_cl: -0.2801 (-0.2801) time: 19.9901 data: 17.3300 max mem: 29860 [09:48:52.118972] Epoch: [267] [ 20/2904] eta: 1:19:49 lr: 0.001909 loss: 0.1834 (0.1952) loss_rec_all: 0.2095 (0.2211) loss_rec_sfr: 0.2655 (0.2922) loss_cl: -0.2798 (-0.2798) time: 0.7441 data: 0.0003 max mem: 29860 [09:49:07.004210] Epoch: [267] [ 40/2904] eta: 0:57:55 lr: 0.001909 loss: 0.1830 (0.1934) loss_rec_all: 0.2089 (0.2193) loss_rec_sfr: 0.2654 (0.2899) loss_cl: -0.2790 (-0.2794) time: 0.7442 data: 0.0002 max mem: 29860 [09:49:21.896692] Epoch: [267] [ 60/2904] eta: 0:50:14 lr: 0.001909 loss: 0.1844 (0.1938) loss_rec_all: 0.2107 (0.2197) loss_rec_sfr: 0.2575 (0.2857) loss_cl: -0.2783 (-0.2791) time: 0.7445 data: 0.0003 max mem: 29860 [09:49:36.786256] Epoch: [267] [ 80/2904] eta: 0:46:12 lr: 0.001909 loss: 0.1855 (0.1934) loss_rec_all: 0.2118 (0.2193) loss_rec_sfr: 0.2597 (0.2857) loss_cl: -0.2787 (-0.2790) time: 0.7444 data: 0.0003 max mem: 29860 [09:49:51.688492] Epoch: [267] [ 100/2904] eta: 0:43:41 lr: 0.001909 loss: 0.1835 (0.1939) loss_rec_all: 0.2097 (0.2198) loss_rec_sfr: 0.2635 (0.2877) loss_cl: -0.2789 (-0.2791) time: 0.7451 data: 0.0002 max mem: 29860 [09:50:06.600444] Epoch: [267] [ 120/2904] eta: 0:41:55 lr: 0.001909 loss: 0.1835 (0.1935) loss_rec_all: 0.2094 (0.2195) loss_rec_sfr: 0.2567 (0.2854) loss_cl: -0.2789 (-0.2791) time: 0.7455 data: 0.0002 max mem: 29860 [09:50:21.519881] Epoch: [267] [ 140/2904] eta: 0:40:35 lr: 0.001909 loss: 0.1845 (0.1932) loss_rec_all: 0.2104 (0.2191) loss_rec_sfr: 0.2648 (0.2835) loss_cl: -0.2792 (-0.2791) time: 0.7459 data: 0.0002 max mem: 29860 [09:50:36.449242] Epoch: [267] [ 160/2904] eta: 0:39:32 lr: 0.001909 loss: 0.1792 (0.1934) loss_rec_all: 0.2053 (0.2193) loss_rec_sfr: 0.2650 (0.2844) loss_cl: -0.2777 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [09:50:51.363881] Epoch: [267] [ 180/2904] eta: 0:38:39 lr: 0.001909 loss: 0.1843 (0.1934) loss_rec_all: 0.2106 (0.2193) loss_rec_sfr: 0.2599 (0.2834) loss_cl: -0.2784 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [09:51:06.284311] Epoch: [267] [ 200/2904] eta: 0:37:53 lr: 0.001909 loss: 0.1857 (0.1937) loss_rec_all: 0.2117 (0.2196) loss_rec_sfr: 0.2709 (0.2854) loss_cl: -0.2788 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [09:51:21.233516] Epoch: [267] [ 220/2904] eta: 0:37:14 lr: 0.001909 loss: 0.1889 (0.1935) loss_rec_all: 0.2147 (0.2194) loss_rec_sfr: 0.2621 (0.2849) loss_cl: -0.2790 (-0.2789) time: 0.7474 data: 0.0002 max mem: 29860 [09:51:36.146471] Epoch: [267] [ 240/2904] eta: 0:36:38 lr: 0.001909 loss: 0.1805 (0.1931) loss_rec_all: 0.2065 (0.2190) loss_rec_sfr: 0.2664 (0.2842) loss_cl: -0.2786 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [09:51:51.088814] Epoch: [267] [ 260/2904] eta: 0:36:06 lr: 0.001909 loss: 0.1820 (0.1927) loss_rec_all: 0.2084 (0.2186) loss_rec_sfr: 0.2542 (0.2828) loss_cl: -0.2788 (-0.2788) time: 0.7471 data: 0.0002 max mem: 29860 [09:52:06.005629] Epoch: [267] [ 280/2904] eta: 0:35:36 lr: 0.001909 loss: 0.1811 (0.1929) loss_rec_all: 0.2072 (0.2188) loss_rec_sfr: 0.2533 (0.2833) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [09:52:20.926539] Epoch: [267] [ 300/2904] eta: 0:35:07 lr: 0.001909 loss: 0.1847 (0.1930) loss_rec_all: 0.2108 (0.2189) loss_rec_sfr: 0.2628 (0.2837) loss_cl: -0.2792 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [09:52:35.857043] Epoch: [267] [ 320/2904] eta: 0:34:41 lr: 0.001909 loss: 0.1805 (0.1926) loss_rec_all: 0.2063 (0.2185) loss_rec_sfr: 0.2641 (0.2827) loss_cl: -0.2786 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [09:52:50.814721] Epoch: [267] [ 340/2904] eta: 0:34:16 lr: 0.001909 loss: 0.1813 (0.1924) loss_rec_all: 0.2073 (0.2183) loss_rec_sfr: 0.2673 (0.2823) loss_cl: -0.2788 (-0.2788) time: 0.7478 data: 0.0002 max mem: 29860 [09:53:05.730984] Epoch: [267] [ 360/2904] eta: 0:33:52 lr: 0.001909 loss: 0.1840 (0.1926) loss_rec_all: 0.2104 (0.2185) loss_rec_sfr: 0.2360 (0.2822) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [09:53:20.664287] Epoch: [267] [ 380/2904] eta: 0:33:29 lr: 0.001909 loss: 0.1849 (0.1922) loss_rec_all: 0.2111 (0.2181) loss_rec_sfr: 0.2619 (0.2812) loss_cl: -0.2788 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [09:53:35.588488] Epoch: [267] [ 400/2904] eta: 0:33:07 lr: 0.001909 loss: 0.1812 (0.1920) loss_rec_all: 0.2071 (0.2179) loss_rec_sfr: 0.2716 (0.2809) loss_cl: -0.2795 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [09:53:50.677146] Epoch: [267] [ 420/2904] eta: 0:32:47 lr: 0.001909 loss: 0.1805 (0.1919) loss_rec_all: 0.2064 (0.2178) loss_rec_sfr: 0.2622 (0.2806) loss_cl: -0.2789 (-0.2789) time: 0.7544 data: 0.0002 max mem: 29860 [09:54:05.595835] Epoch: [267] [ 440/2904] eta: 0:32:26 lr: 0.001909 loss: 0.1845 (0.1920) loss_rec_all: 0.2105 (0.2179) loss_rec_sfr: 0.2583 (0.2810) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [09:54:20.515089] Epoch: [267] [ 460/2904] eta: 0:32:05 lr: 0.001909 loss: 0.1798 (0.1921) loss_rec_all: 0.2060 (0.2180) loss_rec_sfr: 0.2250 (0.2809) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [09:54:35.440047] Epoch: [267] [ 480/2904] eta: 0:31:45 lr: 0.001909 loss: 0.1819 (0.1920) loss_rec_all: 0.2077 (0.2179) loss_rec_sfr: 0.2696 (0.2808) loss_cl: -0.2783 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [09:54:50.360465] Epoch: [267] [ 500/2904] eta: 0:31:26 lr: 0.001909 loss: 0.1785 (0.1917) loss_rec_all: 0.2050 (0.2177) loss_rec_sfr: 0.2630 (0.2800) loss_cl: -0.2782 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [09:55:05.276239] Epoch: [267] [ 520/2904] eta: 0:31:06 lr: 0.001909 loss: 0.1812 (0.1915) loss_rec_all: 0.2076 (0.2175) loss_rec_sfr: 0.2542 (0.2791) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [09:55:20.189512] Epoch: [267] [ 540/2904] eta: 0:30:48 lr: 0.001909 loss: 0.1827 (0.1917) loss_rec_all: 0.2088 (0.2176) loss_rec_sfr: 0.2788 (0.2800) loss_cl: -0.2793 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [09:55:35.109221] Epoch: [267] [ 560/2904] eta: 0:30:29 lr: 0.001909 loss: 0.1819 (0.1919) loss_rec_all: 0.2082 (0.2178) loss_rec_sfr: 0.2699 (0.2807) loss_cl: -0.2802 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [09:55:50.024237] Epoch: [267] [ 580/2904] eta: 0:30:11 lr: 0.001909 loss: 0.1844 (0.1921) loss_rec_all: 0.2105 (0.2180) loss_rec_sfr: 0.2602 (0.2812) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [09:56:04.940350] Epoch: [267] [ 600/2904] eta: 0:29:52 lr: 0.001909 loss: 0.1802 (0.1919) loss_rec_all: 0.2061 (0.2178) loss_rec_sfr: 0.2569 (0.2802) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [09:56:19.853116] Epoch: [267] [ 620/2904] eta: 0:29:34 lr: 0.001908 loss: 0.1866 (0.1921) loss_rec_all: 0.2126 (0.2180) loss_rec_sfr: 0.2756 (0.2813) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [09:56:34.768603] Epoch: [267] [ 640/2904] eta: 0:29:17 lr: 0.001908 loss: 0.1836 (0.1921) loss_rec_all: 0.2100 (0.2180) loss_rec_sfr: 0.2775 (0.2817) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [09:56:49.692893] Epoch: [267] [ 660/2904] eta: 0:28:59 lr: 0.001908 loss: 0.1859 (0.1921) loss_rec_all: 0.2121 (0.2181) loss_rec_sfr: 0.2658 (0.2818) loss_cl: -0.2786 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [09:57:04.605844] Epoch: [267] [ 680/2904] eta: 0:28:42 lr: 0.001908 loss: 0.1831 (0.1920) loss_rec_all: 0.2092 (0.2179) loss_rec_sfr: 0.2642 (0.2812) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [09:57:19.517508] Epoch: [267] [ 700/2904] eta: 0:28:24 lr: 0.001908 loss: 0.1810 (0.1921) loss_rec_all: 0.2076 (0.2180) loss_rec_sfr: 0.2615 (0.2816) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [09:57:34.430044] Epoch: [267] [ 720/2904] eta: 0:28:07 lr: 0.001908 loss: 0.1817 (0.1921) loss_rec_all: 0.2076 (0.2180) loss_rec_sfr: 0.2588 (0.2814) loss_cl: -0.2795 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [09:57:49.344628] Epoch: [267] [ 740/2904] eta: 0:27:50 lr: 0.001908 loss: 0.1825 (0.1920) loss_rec_all: 0.2088 (0.2179) loss_rec_sfr: 0.2642 (0.2812) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [09:58:04.264537] Epoch: [267] [ 760/2904] eta: 0:27:33 lr: 0.001908 loss: 0.1827 (0.1918) loss_rec_all: 0.2085 (0.2177) loss_rec_sfr: 0.2590 (0.2806) loss_cl: -0.2780 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [09:58:19.186937] Epoch: [267] [ 780/2904] eta: 0:27:16 lr: 0.001908 loss: 0.1814 (0.1917) loss_rec_all: 0.2075 (0.2176) loss_rec_sfr: 0.2694 (0.2801) loss_cl: -0.2794 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [09:58:34.101881] Epoch: [267] [ 800/2904] eta: 0:27:00 lr: 0.001908 loss: 0.1854 (0.1917) loss_rec_all: 0.2118 (0.2176) loss_rec_sfr: 0.2612 (0.2799) loss_cl: -0.2803 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [09:58:49.031813] Epoch: [267] [ 820/2904] eta: 0:26:43 lr: 0.001908 loss: 0.1812 (0.1917) loss_rec_all: 0.2074 (0.2176) loss_rec_sfr: 0.2679 (0.2801) loss_cl: -0.2800 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [09:59:03.952756] Epoch: [267] [ 840/2904] eta: 0:26:27 lr: 0.001908 loss: 0.1843 (0.1919) loss_rec_all: 0.2102 (0.2178) loss_rec_sfr: 0.2625 (0.2804) loss_cl: -0.2785 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [09:59:18.870285] Epoch: [267] [ 860/2904] eta: 0:26:10 lr: 0.001908 loss: 0.1858 (0.1921) loss_rec_all: 0.2117 (0.2180) loss_rec_sfr: 0.2755 (0.2815) loss_cl: -0.2789 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [09:59:33.786306] Epoch: [267] [ 880/2904] eta: 0:25:54 lr: 0.001908 loss: 0.1804 (0.1921) loss_rec_all: 0.2065 (0.2180) loss_rec_sfr: 0.2605 (0.2814) loss_cl: -0.2782 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [09:59:48.699639] Epoch: [267] [ 900/2904] eta: 0:25:37 lr: 0.001908 loss: 0.1801 (0.1921) loss_rec_all: 0.2066 (0.2180) loss_rec_sfr: 0.2542 (0.2812) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [10:00:03.610805] Epoch: [267] [ 920/2904] eta: 0:25:21 lr: 0.001908 loss: 0.1841 (0.1922) loss_rec_all: 0.2105 (0.2181) loss_rec_sfr: 0.2640 (0.2815) loss_cl: -0.2785 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [10:00:18.528677] Epoch: [267] [ 940/2904] eta: 0:25:05 lr: 0.001908 loss: 0.1931 (0.1926) loss_rec_all: 0.2193 (0.2185) loss_rec_sfr: 0.2705 (0.2826) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [10:00:33.450518] Epoch: [267] [ 960/2904] eta: 0:24:49 lr: 0.001908 loss: 0.1838 (0.1927) loss_rec_all: 0.2101 (0.2186) loss_rec_sfr: 0.2659 (0.2830) loss_cl: -0.2793 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [10:00:48.367462] Epoch: [267] [ 980/2904] eta: 0:24:33 lr: 0.001908 loss: 0.1826 (0.1926) loss_rec_all: 0.2088 (0.2185) loss_rec_sfr: 0.2727 (0.2830) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [10:01:03.287912] Epoch: [267] [1000/2904] eta: 0:24:17 lr: 0.001908 loss: 0.1845 (0.1927) loss_rec_all: 0.2105 (0.2186) loss_rec_sfr: 0.2617 (0.2834) loss_cl: -0.2799 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [10:01:18.199935] Epoch: [267] [1020/2904] eta: 0:24:00 lr: 0.001908 loss: 0.1815 (0.1928) loss_rec_all: 0.2080 (0.2187) loss_rec_sfr: 0.2291 (0.2835) loss_cl: -0.2779 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [10:01:33.112483] Epoch: [267] [1040/2904] eta: 0:23:44 lr: 0.001908 loss: 0.1835 (0.1928) loss_rec_all: 0.2093 (0.2187) loss_rec_sfr: 0.2601 (0.2832) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [10:01:48.025885] Epoch: [267] [1060/2904] eta: 0:23:29 lr: 0.001908 loss: 0.1825 (0.1927) loss_rec_all: 0.2083 (0.2186) loss_rec_sfr: 0.2563 (0.2830) loss_cl: -0.2768 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [10:02:02.935274] Epoch: [267] [1080/2904] eta: 0:23:13 lr: 0.001908 loss: 0.1842 (0.1928) loss_rec_all: 0.2100 (0.2187) loss_rec_sfr: 0.2632 (0.2831) loss_cl: -0.2786 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [10:02:17.849712] Epoch: [267] [1100/2904] eta: 0:22:57 lr: 0.001908 loss: 0.1778 (0.1928) loss_rec_all: 0.2041 (0.2187) loss_rec_sfr: 0.2552 (0.2833) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [10:02:32.767257] Epoch: [267] [1120/2904] eta: 0:22:41 lr: 0.001908 loss: 0.1798 (0.1928) loss_rec_all: 0.2059 (0.2187) loss_rec_sfr: 0.2546 (0.2830) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [10:02:47.679919] Epoch: [267] [1140/2904] eta: 0:22:25 lr: 0.001908 loss: 0.1873 (0.1929) loss_rec_all: 0.2134 (0.2188) loss_rec_sfr: 0.2752 (0.2834) loss_cl: -0.2805 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [10:03:02.590271] Epoch: [267] [1160/2904] eta: 0:22:09 lr: 0.001908 loss: 0.1835 (0.1929) loss_rec_all: 0.2095 (0.2188) loss_rec_sfr: 0.2678 (0.2833) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [10:03:17.506050] Epoch: [267] [1180/2904] eta: 0:21:54 lr: 0.001908 loss: 0.1794 (0.1928) loss_rec_all: 0.2054 (0.2187) loss_rec_sfr: 0.2673 (0.2832) loss_cl: -0.2781 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [10:03:32.422283] Epoch: [267] [1200/2904] eta: 0:21:38 lr: 0.001908 loss: 0.1839 (0.1929) loss_rec_all: 0.2098 (0.2188) loss_rec_sfr: 0.2663 (0.2834) loss_cl: -0.2780 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [10:03:47.339034] Epoch: [267] [1220/2904] eta: 0:21:22 lr: 0.001908 loss: 0.1803 (0.1928) loss_rec_all: 0.2068 (0.2187) loss_rec_sfr: 0.2295 (0.2829) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [10:04:02.261230] Epoch: [267] [1240/2904] eta: 0:21:07 lr: 0.001908 loss: 0.1820 (0.1928) loss_rec_all: 0.2080 (0.2187) loss_rec_sfr: 0.2650 (0.2828) loss_cl: -0.2796 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [10:04:17.182814] Epoch: [267] [1260/2904] eta: 0:20:51 lr: 0.001908 loss: 0.1835 (0.1928) loss_rec_all: 0.2099 (0.2187) loss_rec_sfr: 0.2682 (0.2829) loss_cl: -0.2793 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [10:04:32.095958] Epoch: [267] [1280/2904] eta: 0:20:35 lr: 0.001908 loss: 0.1807 (0.1928) loss_rec_all: 0.2070 (0.2187) loss_rec_sfr: 0.2646 (0.2829) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [10:04:47.006896] Epoch: [267] [1300/2904] eta: 0:20:20 lr: 0.001908 loss: 0.1809 (0.1926) loss_rec_all: 0.2072 (0.2185) loss_rec_sfr: 0.2587 (0.2824) loss_cl: -0.2799 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [10:05:01.915374] Epoch: [267] [1320/2904] eta: 0:20:04 lr: 0.001908 loss: 0.1781 (0.1925) loss_rec_all: 0.2044 (0.2184) loss_rec_sfr: 0.2611 (0.2820) loss_cl: -0.2799 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [10:05:16.823345] Epoch: [267] [1340/2904] eta: 0:19:49 lr: 0.001908 loss: 0.1803 (0.1924) loss_rec_all: 0.2067 (0.2183) loss_rec_sfr: 0.2604 (0.2818) loss_cl: -0.2785 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [10:05:31.735517] Epoch: [267] [1360/2904] eta: 0:19:33 lr: 0.001907 loss: 0.1835 (0.1924) loss_rec_all: 0.2100 (0.2183) loss_rec_sfr: 0.2691 (0.2816) loss_cl: -0.2798 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [10:05:46.652865] Epoch: [267] [1380/2904] eta: 0:19:18 lr: 0.001907 loss: 0.1778 (0.1924) loss_rec_all: 0.2040 (0.2183) loss_rec_sfr: 0.2678 (0.2818) loss_cl: -0.2805 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [10:06:01.565694] Epoch: [267] [1400/2904] eta: 0:19:02 lr: 0.001907 loss: 0.1832 (0.1925) loss_rec_all: 0.2091 (0.2184) loss_rec_sfr: 0.2618 (0.2821) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [10:06:16.475818] Epoch: [267] [1420/2904] eta: 0:18:47 lr: 0.001907 loss: 0.1839 (0.1925) loss_rec_all: 0.2101 (0.2184) loss_rec_sfr: 0.2711 (0.2823) loss_cl: -0.2774 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [10:06:31.389141] Epoch: [267] [1440/2904] eta: 0:18:31 lr: 0.001907 loss: 0.1794 (0.1925) loss_rec_all: 0.2058 (0.2184) loss_rec_sfr: 0.2253 (0.2820) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [10:06:46.301684] Epoch: [267] [1460/2904] eta: 0:18:16 lr: 0.001907 loss: 0.1823 (0.1926) loss_rec_all: 0.2085 (0.2185) loss_rec_sfr: 0.2280 (0.2820) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [10:07:01.211352] Epoch: [267] [1480/2904] eta: 0:18:00 lr: 0.001907 loss: 0.1825 (0.1926) loss_rec_all: 0.2084 (0.2185) loss_rec_sfr: 0.2684 (0.2821) loss_cl: -0.2787 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [10:07:16.119976] Epoch: [267] [1500/2904] eta: 0:17:45 lr: 0.001907 loss: 0.1821 (0.1925) loss_rec_all: 0.2078 (0.2184) loss_rec_sfr: 0.2657 (0.2820) loss_cl: -0.2785 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [10:07:31.034515] Epoch: [267] [1520/2904] eta: 0:17:29 lr: 0.001907 loss: 0.1817 (0.1924) loss_rec_all: 0.2078 (0.2183) loss_rec_sfr: 0.2546 (0.2816) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [10:07:45.951985] Epoch: [267] [1540/2904] eta: 0:17:14 lr: 0.001907 loss: 0.1826 (0.1923) loss_rec_all: 0.2085 (0.2182) loss_rec_sfr: 0.2691 (0.2814) loss_cl: -0.2794 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [10:08:00.866929] Epoch: [267] [1560/2904] eta: 0:16:59 lr: 0.001907 loss: 0.1807 (0.1923) loss_rec_all: 0.2070 (0.2182) loss_rec_sfr: 0.2583 (0.2812) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [10:08:15.782693] Epoch: [267] [1580/2904] eta: 0:16:43 lr: 0.001907 loss: 0.1812 (0.1923) loss_rec_all: 0.2073 (0.2182) loss_rec_sfr: 0.2573 (0.2811) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [10:08:30.695548] Epoch: [267] [1600/2904] eta: 0:16:28 lr: 0.001907 loss: 0.1866 (0.1923) loss_rec_all: 0.2126 (0.2182) loss_rec_sfr: 0.2721 (0.2811) loss_cl: -0.2779 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [10:08:45.604380] Epoch: [267] [1620/2904] eta: 0:16:12 lr: 0.001907 loss: 0.1828 (0.1922) loss_rec_all: 0.2094 (0.2181) loss_rec_sfr: 0.2640 (0.2808) loss_cl: -0.2792 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [10:09:00.520956] Epoch: [267] [1640/2904] eta: 0:15:57 lr: 0.001907 loss: 0.1790 (0.1922) loss_rec_all: 0.2050 (0.2181) loss_rec_sfr: 0.2629 (0.2811) loss_cl: -0.2783 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [10:09:15.434400] Epoch: [267] [1660/2904] eta: 0:15:42 lr: 0.001907 loss: 0.1826 (0.1922) loss_rec_all: 0.2085 (0.2181) loss_rec_sfr: 0.2335 (0.2810) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [10:09:30.354126] Epoch: [267] [1680/2904] eta: 0:15:26 lr: 0.001907 loss: 0.1814 (0.1921) loss_rec_all: 0.2075 (0.2180) loss_rec_sfr: 0.2661 (0.2808) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [10:09:45.269660] Epoch: [267] [1700/2904] eta: 0:15:11 lr: 0.001907 loss: 0.1801 (0.1921) loss_rec_all: 0.2063 (0.2180) loss_rec_sfr: 0.2655 (0.2807) loss_cl: -0.2794 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [10:10:00.182236] Epoch: [267] [1720/2904] eta: 0:14:56 lr: 0.001907 loss: 0.1852 (0.1921) loss_rec_all: 0.2117 (0.2180) loss_rec_sfr: 0.2659 (0.2808) loss_cl: -0.2794 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [10:10:15.102939] Epoch: [267] [1740/2904] eta: 0:14:41 lr: 0.001907 loss: 0.1838 (0.1921) loss_rec_all: 0.2099 (0.2180) loss_rec_sfr: 0.2516 (0.2808) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [10:10:30.014509] Epoch: [267] [1760/2904] eta: 0:14:25 lr: 0.001907 loss: 0.1837 (0.1921) loss_rec_all: 0.2102 (0.2180) loss_rec_sfr: 0.2609 (0.2807) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [10:10:44.925557] Epoch: [267] [1780/2904] eta: 0:14:10 lr: 0.001907 loss: 0.1812 (0.1920) loss_rec_all: 0.2074 (0.2179) loss_rec_sfr: 0.2594 (0.2805) loss_cl: -0.2792 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [10:10:59.838456] Epoch: [267] [1800/2904] eta: 0:13:55 lr: 0.001907 loss: 0.1897 (0.1921) loss_rec_all: 0.2156 (0.2180) loss_rec_sfr: 0.2668 (0.2805) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [10:11:14.755459] Epoch: [267] [1820/2904] eta: 0:13:39 lr: 0.001907 loss: 0.1898 (0.1921) loss_rec_all: 0.2157 (0.2180) loss_rec_sfr: 0.2722 (0.2807) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [10:11:29.667765] Epoch: [267] [1840/2904] eta: 0:13:24 lr: 0.001907 loss: 0.1829 (0.1922) loss_rec_all: 0.2092 (0.2181) loss_rec_sfr: 0.2611 (0.2808) loss_cl: -0.2795 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [10:11:44.586768] Epoch: [267] [1860/2904] eta: 0:13:09 lr: 0.001907 loss: 0.1794 (0.1922) loss_rec_all: 0.2055 (0.2181) loss_rec_sfr: 0.2706 (0.2808) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [10:11:59.507888] Epoch: [267] [1880/2904] eta: 0:12:54 lr: 0.001907 loss: 0.1833 (0.1922) loss_rec_all: 0.2098 (0.2181) loss_rec_sfr: 0.2391 (0.2807) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [10:12:14.426936] Epoch: [267] [1900/2904] eta: 0:12:38 lr: 0.001907 loss: 0.1816 (0.1921) loss_rec_all: 0.2079 (0.2180) loss_rec_sfr: 0.2610 (0.2805) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [10:12:29.344228] Epoch: [267] [1920/2904] eta: 0:12:23 lr: 0.001907 loss: 0.1861 (0.1922) loss_rec_all: 0.2122 (0.2181) loss_rec_sfr: 0.2613 (0.2807) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [10:12:44.250153] Epoch: [267] [1940/2904] eta: 0:12:08 lr: 0.001907 loss: 0.1804 (0.1921) loss_rec_all: 0.2067 (0.2180) loss_rec_sfr: 0.2646 (0.2805) loss_cl: -0.2791 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [10:12:59.160521] Epoch: [267] [1960/2904] eta: 0:11:53 lr: 0.001907 loss: 0.1821 (0.1922) loss_rec_all: 0.2080 (0.2181) loss_rec_sfr: 0.2712 (0.2807) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [10:13:14.074725] Epoch: [267] [1980/2904] eta: 0:11:38 lr: 0.001907 loss: 0.1803 (0.1922) loss_rec_all: 0.2067 (0.2181) loss_rec_sfr: 0.2742 (0.2810) loss_cl: -0.2793 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [10:13:28.986673] Epoch: [267] [2000/2904] eta: 0:11:22 lr: 0.001907 loss: 0.1838 (0.1922) loss_rec_all: 0.2101 (0.2181) loss_rec_sfr: 0.2711 (0.2811) loss_cl: -0.2795 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [10:13:43.900750] Epoch: [267] [2020/2904] eta: 0:11:07 lr: 0.001907 loss: 0.1895 (0.1922) loss_rec_all: 0.2157 (0.2181) loss_rec_sfr: 0.2667 (0.2810) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [10:13:58.812506] Epoch: [267] [2040/2904] eta: 0:10:52 lr: 0.001907 loss: 0.1809 (0.1922) loss_rec_all: 0.2074 (0.2181) loss_rec_sfr: 0.2752 (0.2811) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [10:14:13.728426] Epoch: [267] [2060/2904] eta: 0:10:37 lr: 0.001907 loss: 0.1824 (0.1921) loss_rec_all: 0.2085 (0.2180) loss_rec_sfr: 0.2652 (0.2811) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [10:14:28.639002] Epoch: [267] [2080/2904] eta: 0:10:22 lr: 0.001906 loss: 0.1831 (0.1922) loss_rec_all: 0.2094 (0.2181) loss_rec_sfr: 0.2663 (0.2811) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [10:14:43.564543] Epoch: [267] [2100/2904] eta: 0:10:07 lr: 0.001906 loss: 0.1830 (0.1921) loss_rec_all: 0.2094 (0.2181) loss_rec_sfr: 0.2656 (0.2811) loss_cl: -0.2798 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [10:14:58.483965] Epoch: [267] [2120/2904] eta: 0:09:51 lr: 0.001906 loss: 0.1907 (0.1923) loss_rec_all: 0.2166 (0.2182) loss_rec_sfr: 0.2708 (0.2816) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [10:15:13.402879] Epoch: [267] [2140/2904] eta: 0:09:36 lr: 0.001906 loss: 0.1879 (0.1925) loss_rec_all: 0.2141 (0.2184) loss_rec_sfr: 0.2688 (0.2821) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [10:15:28.319815] Epoch: [267] [2160/2904] eta: 0:09:21 lr: 0.001906 loss: 0.1851 (0.1925) loss_rec_all: 0.2114 (0.2184) loss_rec_sfr: 0.2689 (0.2821) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [10:15:43.234592] Epoch: [267] [2180/2904] eta: 0:09:06 lr: 0.001906 loss: 0.1834 (0.1925) loss_rec_all: 0.2094 (0.2184) loss_rec_sfr: 0.2561 (0.2821) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [10:15:58.148162] Epoch: [267] [2200/2904] eta: 0:08:51 lr: 0.001906 loss: 0.1900 (0.1926) loss_rec_all: 0.2161 (0.2185) loss_rec_sfr: 0.2782 (0.2824) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [10:16:13.060336] Epoch: [267] [2220/2904] eta: 0:08:36 lr: 0.001906 loss: 0.1886 (0.1927) loss_rec_all: 0.2149 (0.2186) loss_rec_sfr: 0.2669 (0.2826) loss_cl: -0.2795 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [10:16:27.974495] Epoch: [267] [2240/2904] eta: 0:08:20 lr: 0.001906 loss: 0.1846 (0.1927) loss_rec_all: 0.2106 (0.2186) loss_rec_sfr: 0.2697 (0.2825) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [10:16:42.889663] Epoch: [267] [2260/2904] eta: 0:08:05 lr: 0.001906 loss: 0.1812 (0.1926) loss_rec_all: 0.2072 (0.2185) loss_rec_sfr: 0.2597 (0.2823) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [10:16:57.800437] Epoch: [267] [2280/2904] eta: 0:07:50 lr: 0.001906 loss: 0.1809 (0.1926) loss_rec_all: 0.2072 (0.2185) loss_rec_sfr: 0.2637 (0.2821) loss_cl: -0.2778 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [10:17:12.715805] Epoch: [267] [2300/2904] eta: 0:07:35 lr: 0.001906 loss: 0.1794 (0.1926) loss_rec_all: 0.2057 (0.2185) loss_rec_sfr: 0.2560 (0.2821) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [10:17:27.632969] Epoch: [267] [2320/2904] eta: 0:07:20 lr: 0.001906 loss: 0.1807 (0.1925) loss_rec_all: 0.2073 (0.2184) loss_rec_sfr: 0.2664 (0.2820) loss_cl: -0.2797 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [10:17:42.550310] Epoch: [267] [2340/2904] eta: 0:07:05 lr: 0.001906 loss: 0.1850 (0.1925) loss_rec_all: 0.2108 (0.2185) loss_rec_sfr: 0.2645 (0.2821) loss_cl: -0.2794 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [10:17:57.466272] Epoch: [267] [2360/2904] eta: 0:06:50 lr: 0.001906 loss: 0.1851 (0.1926) loss_rec_all: 0.2112 (0.2185) loss_rec_sfr: 0.2641 (0.2821) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [10:18:12.377576] Epoch: [267] [2380/2904] eta: 0:06:35 lr: 0.001906 loss: 0.1895 (0.1927) loss_rec_all: 0.2156 (0.2186) loss_rec_sfr: 0.2831 (0.2826) loss_cl: -0.2785 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [10:18:27.291570] Epoch: [267] [2400/2904] eta: 0:06:19 lr: 0.001906 loss: 0.1810 (0.1928) loss_rec_all: 0.2071 (0.2187) loss_rec_sfr: 0.2661 (0.2828) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [10:18:42.210312] Epoch: [267] [2420/2904] eta: 0:06:04 lr: 0.001906 loss: 0.1870 (0.1928) loss_rec_all: 0.2129 (0.2187) loss_rec_sfr: 0.2779 (0.2831) loss_cl: -0.2784 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [10:18:57.125393] Epoch: [267] [2440/2904] eta: 0:05:49 lr: 0.001906 loss: 0.1837 (0.1929) loss_rec_all: 0.2097 (0.2188) loss_rec_sfr: 0.2641 (0.2832) loss_cl: -0.2793 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [10:19:12.043468] Epoch: [267] [2460/2904] eta: 0:05:34 lr: 0.001906 loss: 0.1927 (0.1930) loss_rec_all: 0.2188 (0.2189) loss_rec_sfr: 0.2719 (0.2835) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [10:19:26.959228] Epoch: [267] [2480/2904] eta: 0:05:19 lr: 0.001906 loss: 0.1794 (0.1929) loss_rec_all: 0.2057 (0.2188) loss_rec_sfr: 0.2533 (0.2834) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [10:19:41.870284] Epoch: [267] [2500/2904] eta: 0:05:04 lr: 0.001906 loss: 0.1824 (0.1928) loss_rec_all: 0.2085 (0.2187) loss_rec_sfr: 0.2297 (0.2831) loss_cl: -0.2794 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [10:19:56.785416] Epoch: [267] [2520/2904] eta: 0:04:49 lr: 0.001906 loss: 0.1797 (0.1927) loss_rec_all: 0.2062 (0.2187) loss_rec_sfr: 0.2084 (0.2826) loss_cl: -0.2798 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [10:20:11.696996] Epoch: [267] [2540/2904] eta: 0:04:34 lr: 0.001906 loss: 0.1804 (0.1927) loss_rec_all: 0.2064 (0.2186) loss_rec_sfr: 0.2636 (0.2825) loss_cl: -0.2781 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [10:20:26.609003] Epoch: [267] [2560/2904] eta: 0:04:19 lr: 0.001906 loss: 0.1809 (0.1927) loss_rec_all: 0.2069 (0.2186) loss_rec_sfr: 0.2661 (0.2825) loss_cl: -0.2781 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [10:20:41.515779] Epoch: [267] [2580/2904] eta: 0:04:04 lr: 0.001906 loss: 0.1826 (0.1927) loss_rec_all: 0.2086 (0.2186) loss_rec_sfr: 0.2609 (0.2824) loss_cl: -0.2789 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [10:20:56.428389] Epoch: [267] [2600/2904] eta: 0:03:48 lr: 0.001906 loss: 0.1871 (0.1927) loss_rec_all: 0.2134 (0.2186) loss_rec_sfr: 0.2715 (0.2827) loss_cl: -0.2795 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [10:21:11.343089] Epoch: [267] [2620/2904] eta: 0:03:33 lr: 0.001906 loss: 0.1840 (0.1928) loss_rec_all: 0.2103 (0.2187) loss_rec_sfr: 0.2691 (0.2828) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [10:21:26.267499] Epoch: [267] [2640/2904] eta: 0:03:18 lr: 0.001906 loss: 0.1846 (0.1928) loss_rec_all: 0.2106 (0.2187) loss_rec_sfr: 0.2668 (0.2828) loss_cl: -0.2789 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [10:21:41.184056] Epoch: [267] [2660/2904] eta: 0:03:03 lr: 0.001906 loss: 0.1814 (0.1927) loss_rec_all: 0.2075 (0.2186) loss_rec_sfr: 0.2640 (0.2827) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [10:21:56.100839] Epoch: [267] [2680/2904] eta: 0:02:48 lr: 0.001906 loss: 0.1833 (0.1927) loss_rec_all: 0.2091 (0.2186) loss_rec_sfr: 0.2623 (0.2825) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [10:22:11.011726] Epoch: [267] [2700/2904] eta: 0:02:33 lr: 0.001906 loss: 0.1939 (0.1928) loss_rec_all: 0.2201 (0.2187) loss_rec_sfr: 0.2674 (0.2827) loss_cl: -0.2784 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [10:22:25.926022] Epoch: [267] [2720/2904] eta: 0:02:18 lr: 0.001906 loss: 0.1847 (0.1928) loss_rec_all: 0.2110 (0.2187) loss_rec_sfr: 0.2604 (0.2827) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [10:22:40.845065] Epoch: [267] [2740/2904] eta: 0:02:03 lr: 0.001906 loss: 0.1821 (0.1928) loss_rec_all: 0.2083 (0.2187) loss_rec_sfr: 0.2645 (0.2827) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [10:22:55.762026] Epoch: [267] [2760/2904] eta: 0:01:48 lr: 0.001906 loss: 0.1794 (0.1928) loss_rec_all: 0.2052 (0.2187) loss_rec_sfr: 0.2708 (0.2829) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [10:23:10.681402] Epoch: [267] [2780/2904] eta: 0:01:33 lr: 0.001906 loss: 0.1867 (0.1928) loss_rec_all: 0.2127 (0.2187) loss_rec_sfr: 0.2628 (0.2828) loss_cl: -0.2794 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [10:23:25.599429] Epoch: [267] [2800/2904] eta: 0:01:18 lr: 0.001905 loss: 0.1802 (0.1928) loss_rec_all: 0.2061 (0.2187) loss_rec_sfr: 0.2356 (0.2827) loss_cl: -0.2796 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [10:23:40.519038] Epoch: [267] [2820/2904] eta: 0:01:03 lr: 0.001905 loss: 0.1830 (0.1928) loss_rec_all: 0.2089 (0.2187) loss_rec_sfr: 0.2601 (0.2827) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [10:23:55.504040] Epoch: [267] [2840/2904] eta: 0:00:48 lr: 0.001905 loss: 0.1813 (0.1928) loss_rec_all: 0.2076 (0.2187) loss_rec_sfr: 0.2662 (0.2828) loss_cl: -0.2789 (-0.2788) time: 0.7492 data: 0.0024 max mem: 29860 [10:24:10.402247] Epoch: [267] [2860/2904] eta: 0:00:33 lr: 0.001905 loss: 0.1838 (0.1928) loss_rec_all: 0.2096 (0.2187) loss_rec_sfr: 0.2617 (0.2827) loss_cl: -0.2781 (-0.2788) time: 0.7449 data: 0.0001 max mem: 29860 [10:24:25.302305] Epoch: [267] [2880/2904] eta: 0:00:18 lr: 0.001905 loss: 0.1804 (0.1927) loss_rec_all: 0.2062 (0.2186) loss_rec_sfr: 0.2734 (0.2826) loss_cl: -0.2780 (-0.2788) time: 0.7450 data: 0.0001 max mem: 29860 [10:24:40.205371] Epoch: [267] [2900/2904] eta: 0:00:03 lr: 0.001905 loss: 0.1868 (0.1928) loss_rec_all: 0.2130 (0.2187) loss_rec_sfr: 0.2818 (0.2828) loss_cl: -0.2790 (-0.2788) time: 0.7451 data: 0.0001 max mem: 29860 [10:24:42.448110] Epoch: [267] [2903/2904] eta: 0:00:00 lr: 0.001905 loss: 0.1912 (0.1928) loss_rec_all: 0.2174 (0.2187) loss_rec_sfr: 0.2818 (0.2828) loss_cl: -0.2792 (-0.2788) time: 0.7450 data: 0.0001 max mem: 29860 [10:24:44.737320] Epoch: [267] Total time: 0:36:27 (0.7533 s / it) [10:24:44.739516] Averaged stats: lr: 0.001905 loss: 0.1912 (0.1949) loss_rec_all: 0.2174 (0.2185) loss_rec_sfr: 0.2818 (0.2828) loss_cl: -0.2792 (-0.2556) [10:24:44.744670] log_dir: ./checkpoint/VF2_ViT-B [10:25:05.270134] Epoch: [268] [ 0/2904] eta: 16:33:23 lr: 0.001905 loss: 0.2431 (0.2431) loss_rec_all: 0.2676 (0.2676) loss_rec_sfr: 0.4693 (0.4693) loss_cl: -0.2779 (-0.2779) time: 20.5248 data: 18.9479 max mem: 29860 [10:25:20.144365] Epoch: [268] [ 20/2904] eta: 1:21:01 lr: 0.001905 loss: 0.1826 (0.1881) loss_rec_all: 0.2086 (0.2141) loss_rec_sfr: 0.2691 (0.2752) loss_cl: -0.2793 (-0.2791) time: 0.7437 data: 0.0002 max mem: 29860 [10:25:35.023729] Epoch: [268] [ 40/2904] eta: 0:58:31 lr: 0.001905 loss: 0.1857 (0.1934) loss_rec_all: 0.2120 (0.2193) loss_rec_sfr: 0.2724 (0.2897) loss_cl: -0.2791 (-0.2791) time: 0.7439 data: 0.0002 max mem: 29860 [10:25:49.902277] Epoch: [268] [ 60/2904] eta: 0:50:37 lr: 0.001905 loss: 0.1807 (0.1911) loss_rec_all: 0.2068 (0.2170) loss_rec_sfr: 0.2288 (0.2787) loss_cl: -0.2785 (-0.2789) time: 0.7439 data: 0.0002 max mem: 29860 [10:26:04.792386] Epoch: [268] [ 80/2904] eta: 0:46:30 lr: 0.001905 loss: 0.1839 (0.1904) loss_rec_all: 0.2104 (0.2164) loss_rec_sfr: 0.2543 (0.2743) loss_cl: -0.2794 (-0.2791) time: 0.7445 data: 0.0002 max mem: 29860 [10:26:19.702441] Epoch: [268] [ 100/2904] eta: 0:43:56 lr: 0.001905 loss: 0.1914 (0.1937) loss_rec_all: 0.2173 (0.2196) loss_rec_sfr: 0.2663 (0.2844) loss_cl: -0.2786 (-0.2790) time: 0.7455 data: 0.0002 max mem: 29860 [10:26:34.624472] Epoch: [268] [ 120/2904] eta: 0:42:07 lr: 0.001905 loss: 0.1821 (0.1945) loss_rec_all: 0.2085 (0.2203) loss_rec_sfr: 0.2625 (0.2874) loss_cl: -0.2786 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [10:26:49.549053] Epoch: [268] [ 140/2904] eta: 0:40:46 lr: 0.001905 loss: 0.1898 (0.1958) loss_rec_all: 0.2159 (0.2216) loss_rec_sfr: 0.2728 (0.2926) loss_cl: -0.2789 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [10:27:04.495451] Epoch: [268] [ 160/2904] eta: 0:39:41 lr: 0.001905 loss: 0.1838 (0.1961) loss_rec_all: 0.2100 (0.2220) loss_rec_sfr: 0.2730 (0.2944) loss_cl: -0.2787 (-0.2789) time: 0.7473 data: 0.0003 max mem: 29860 [10:27:19.443520] Epoch: [268] [ 180/2904] eta: 0:38:48 lr: 0.001905 loss: 0.1828 (0.1957) loss_rec_all: 0.2090 (0.2216) loss_rec_sfr: 0.2683 (0.2939) loss_cl: -0.2787 (-0.2789) time: 0.7474 data: 0.0002 max mem: 29860 [10:27:34.415627] Epoch: [268] [ 200/2904] eta: 0:38:02 lr: 0.001905 loss: 0.1860 (0.1956) loss_rec_all: 0.2122 (0.2215) loss_rec_sfr: 0.2627 (0.2942) loss_cl: -0.2798 (-0.2790) time: 0.7486 data: 0.0002 max mem: 29860 [10:27:49.338209] Epoch: [268] [ 220/2904] eta: 0:37:21 lr: 0.001905 loss: 0.1797 (0.1951) loss_rec_all: 0.2058 (0.2209) loss_rec_sfr: 0.2673 (0.2929) loss_cl: -0.2790 (-0.2790) time: 0.7461 data: 0.0002 max mem: 29860 [10:28:04.264283] Epoch: [268] [ 240/2904] eta: 0:36:45 lr: 0.001905 loss: 0.1831 (0.1950) loss_rec_all: 0.2088 (0.2209) loss_rec_sfr: 0.2750 (0.2936) loss_cl: -0.2781 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [10:28:19.191242] Epoch: [268] [ 260/2904] eta: 0:36:12 lr: 0.001905 loss: 0.1833 (0.1954) loss_rec_all: 0.2095 (0.2212) loss_rec_sfr: 0.2523 (0.2937) loss_cl: -0.2775 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [10:28:34.118069] Epoch: [268] [ 280/2904] eta: 0:35:41 lr: 0.001905 loss: 0.1843 (0.1953) loss_rec_all: 0.2102 (0.2211) loss_rec_sfr: 0.2602 (0.2935) loss_cl: -0.2784 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [10:28:49.044815] Epoch: [268] [ 300/2904] eta: 0:35:13 lr: 0.001905 loss: 0.1832 (0.1959) loss_rec_all: 0.2091 (0.2217) loss_rec_sfr: 0.2682 (0.2949) loss_cl: -0.2787 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [10:29:03.987001] Epoch: [268] [ 320/2904] eta: 0:34:46 lr: 0.001905 loss: 0.1826 (0.1956) loss_rec_all: 0.2090 (0.2214) loss_rec_sfr: 0.2337 (0.2932) loss_cl: -0.2789 (-0.2787) time: 0.7471 data: 0.0002 max mem: 29860 [10:29:18.969879] Epoch: [268] [ 340/2904] eta: 0:34:21 lr: 0.001905 loss: 0.1876 (0.1956) loss_rec_all: 0.2138 (0.2214) loss_rec_sfr: 0.2646 (0.2927) loss_cl: -0.2792 (-0.2788) time: 0.7491 data: 0.0002 max mem: 29860 [10:29:33.897735] Epoch: [268] [ 360/2904] eta: 0:33:57 lr: 0.001905 loss: 0.1830 (0.1950) loss_rec_all: 0.2089 (0.2208) loss_rec_sfr: 0.2315 (0.2901) loss_cl: -0.2790 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [10:29:48.968951] Epoch: [268] [ 380/2904] eta: 0:33:35 lr: 0.001905 loss: 0.1855 (0.1951) loss_rec_all: 0.2115 (0.2209) loss_rec_sfr: 0.2657 (0.2906) loss_cl: -0.2793 (-0.2788) time: 0.7535 data: 0.0002 max mem: 29860 [10:30:03.879106] Epoch: [268] [ 400/2904] eta: 0:33:12 lr: 0.001905 loss: 0.1849 (0.1952) loss_rec_all: 0.2108 (0.2210) loss_rec_sfr: 0.2687 (0.2908) loss_cl: -0.2792 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [10:30:18.793660] Epoch: [268] [ 420/2904] eta: 0:32:50 lr: 0.001905 loss: 0.1853 (0.1948) loss_rec_all: 0.2116 (0.2206) loss_rec_sfr: 0.2581 (0.2891) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [10:30:33.712157] Epoch: [268] [ 440/2904] eta: 0:32:29 lr: 0.001905 loss: 0.1799 (0.1944) loss_rec_all: 0.2060 (0.2203) loss_rec_sfr: 0.2660 (0.2881) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [10:30:48.628496] Epoch: [268] [ 460/2904] eta: 0:32:09 lr: 0.001905 loss: 0.1836 (0.1940) loss_rec_all: 0.2098 (0.2199) loss_rec_sfr: 0.2667 (0.2871) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [10:31:03.541884] Epoch: [268] [ 480/2904] eta: 0:31:48 lr: 0.001905 loss: 0.1789 (0.1940) loss_rec_all: 0.2048 (0.2198) loss_rec_sfr: 0.2641 (0.2871) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [10:31:18.481887] Epoch: [268] [ 500/2904] eta: 0:31:29 lr: 0.001905 loss: 0.1828 (0.1941) loss_rec_all: 0.2093 (0.2200) loss_rec_sfr: 0.2829 (0.2878) loss_cl: -0.2792 (-0.2788) time: 0.7470 data: 0.0002 max mem: 29860 [10:31:33.413475] Epoch: [268] [ 520/2904] eta: 0:31:09 lr: 0.001905 loss: 0.1862 (0.1942) loss_rec_all: 0.2122 (0.2201) loss_rec_sfr: 0.2738 (0.2881) loss_cl: -0.2787 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [10:31:48.352646] Epoch: [268] [ 540/2904] eta: 0:30:50 lr: 0.001905 loss: 0.1838 (0.1942) loss_rec_all: 0.2097 (0.2200) loss_rec_sfr: 0.2572 (0.2876) loss_cl: -0.2788 (-0.2788) time: 0.7469 data: 0.0002 max mem: 29860 [10:32:03.269124] Epoch: [268] [ 560/2904] eta: 0:30:32 lr: 0.001905 loss: 0.1812 (0.1942) loss_rec_all: 0.2073 (0.2201) loss_rec_sfr: 0.2669 (0.2880) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [10:32:18.179259] Epoch: [268] [ 580/2904] eta: 0:30:13 lr: 0.001905 loss: 0.1831 (0.1941) loss_rec_all: 0.2094 (0.2199) loss_rec_sfr: 0.2634 (0.2875) loss_cl: -0.2791 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [10:32:33.087956] Epoch: [268] [ 600/2904] eta: 0:29:55 lr: 0.001905 loss: 0.1845 (0.1940) loss_rec_all: 0.2102 (0.2199) loss_rec_sfr: 0.2746 (0.2878) loss_cl: -0.2782 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [10:32:47.992647] Epoch: [268] [ 620/2904] eta: 0:29:37 lr: 0.001904 loss: 0.1788 (0.1940) loss_rec_all: 0.2047 (0.2198) loss_rec_sfr: 0.2555 (0.2877) loss_cl: -0.2791 (-0.2788) time: 0.7452 data: 0.0003 max mem: 29860 [10:33:02.892290] Epoch: [268] [ 640/2904] eta: 0:29:19 lr: 0.001904 loss: 0.1801 (0.1939) loss_rec_all: 0.2058 (0.2197) loss_rec_sfr: 0.2261 (0.2871) loss_cl: -0.2786 (-0.2788) time: 0.7449 data: 0.0004 max mem: 29860 [10:33:17.801695] Epoch: [268] [ 660/2904] eta: 0:29:01 lr: 0.001904 loss: 0.1814 (0.1937) loss_rec_all: 0.2072 (0.2196) loss_rec_sfr: 0.2257 (0.2860) loss_cl: -0.2777 (-0.2788) time: 0.7454 data: 0.0004 max mem: 29860 [10:33:32.711502] Epoch: [268] [ 680/2904] eta: 0:28:44 lr: 0.001904 loss: 0.1794 (0.1936) loss_rec_all: 0.2058 (0.2194) loss_rec_sfr: 0.2649 (0.2857) loss_cl: -0.2795 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [10:33:47.614611] Epoch: [268] [ 700/2904] eta: 0:28:26 lr: 0.001904 loss: 0.1838 (0.1936) loss_rec_all: 0.2101 (0.2195) loss_rec_sfr: 0.2623 (0.2857) loss_cl: -0.2793 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [10:34:02.523924] Epoch: [268] [ 720/2904] eta: 0:28:09 lr: 0.001904 loss: 0.1827 (0.1936) loss_rec_all: 0.2088 (0.2195) loss_rec_sfr: 0.2697 (0.2860) loss_cl: -0.2800 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [10:34:17.430189] Epoch: [268] [ 740/2904] eta: 0:27:52 lr: 0.001904 loss: 0.1794 (0.1933) loss_rec_all: 0.2059 (0.2192) loss_rec_sfr: 0.2512 (0.2849) loss_cl: -0.2789 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [10:34:32.337790] Epoch: [268] [ 760/2904] eta: 0:27:35 lr: 0.001904 loss: 0.1831 (0.1934) loss_rec_all: 0.2093 (0.2193) loss_rec_sfr: 0.2716 (0.2853) loss_cl: -0.2779 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [10:34:47.240900] Epoch: [268] [ 780/2904] eta: 0:27:18 lr: 0.001904 loss: 0.1780 (0.1934) loss_rec_all: 0.2040 (0.2193) loss_rec_sfr: 0.2579 (0.2851) loss_cl: -0.2786 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [10:35:02.153821] Epoch: [268] [ 800/2904] eta: 0:27:01 lr: 0.001904 loss: 0.1807 (0.1934) loss_rec_all: 0.2068 (0.2193) loss_rec_sfr: 0.2218 (0.2849) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [10:35:17.064233] Epoch: [268] [ 820/2904] eta: 0:26:44 lr: 0.001904 loss: 0.1797 (0.1935) loss_rec_all: 0.2060 (0.2194) loss_rec_sfr: 0.2553 (0.2849) loss_cl: -0.2797 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [10:35:31.965624] Epoch: [268] [ 840/2904] eta: 0:26:28 lr: 0.001904 loss: 0.1805 (0.1935) loss_rec_all: 0.2068 (0.2194) loss_rec_sfr: 0.2557 (0.2847) loss_cl: -0.2792 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [10:35:46.861757] Epoch: [268] [ 860/2904] eta: 0:26:11 lr: 0.001904 loss: 0.1811 (0.1935) loss_rec_all: 0.2074 (0.2194) loss_rec_sfr: 0.2725 (0.2852) loss_cl: -0.2786 (-0.2788) time: 0.7448 data: 0.0002 max mem: 29860 [10:36:01.766082] Epoch: [268] [ 880/2904] eta: 0:25:55 lr: 0.001904 loss: 0.1806 (0.1934) loss_rec_all: 0.2064 (0.2193) loss_rec_sfr: 0.2685 (0.2850) loss_cl: -0.2778 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [10:36:16.677357] Epoch: [268] [ 900/2904] eta: 0:25:38 lr: 0.001904 loss: 0.1857 (0.1936) loss_rec_all: 0.2114 (0.2195) loss_rec_sfr: 0.2645 (0.2855) loss_cl: -0.2784 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [10:36:31.586370] Epoch: [268] [ 920/2904] eta: 0:25:22 lr: 0.001904 loss: 0.1807 (0.1935) loss_rec_all: 0.2069 (0.2194) loss_rec_sfr: 0.2553 (0.2849) loss_cl: -0.2794 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [10:36:46.491590] Epoch: [268] [ 940/2904] eta: 0:25:06 lr: 0.001904 loss: 0.1799 (0.1934) loss_rec_all: 0.2060 (0.2193) loss_rec_sfr: 0.2629 (0.2848) loss_cl: -0.2794 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [10:37:01.391556] Epoch: [268] [ 960/2904] eta: 0:24:50 lr: 0.001904 loss: 0.1782 (0.1933) loss_rec_all: 0.2044 (0.2192) loss_rec_sfr: 0.2708 (0.2848) loss_cl: -0.2785 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [10:37:16.301328] Epoch: [268] [ 980/2904] eta: 0:24:33 lr: 0.001904 loss: 0.1905 (0.1935) loss_rec_all: 0.2165 (0.2193) loss_rec_sfr: 0.2633 (0.2850) loss_cl: -0.2783 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [10:37:31.206028] Epoch: [268] [1000/2904] eta: 0:24:17 lr: 0.001904 loss: 0.1827 (0.1935) loss_rec_all: 0.2088 (0.2194) loss_rec_sfr: 0.2635 (0.2850) loss_cl: -0.2793 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [10:37:46.108149] Epoch: [268] [1020/2904] eta: 0:24:01 lr: 0.001904 loss: 0.1839 (0.1934) loss_rec_all: 0.2100 (0.2193) loss_rec_sfr: 0.2567 (0.2846) loss_cl: -0.2790 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [10:38:01.015873] Epoch: [268] [1040/2904] eta: 0:23:45 lr: 0.001904 loss: 0.1840 (0.1934) loss_rec_all: 0.2099 (0.2193) loss_rec_sfr: 0.2705 (0.2846) loss_cl: -0.2790 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [10:38:15.925214] Epoch: [268] [1060/2904] eta: 0:23:29 lr: 0.001904 loss: 0.1841 (0.1933) loss_rec_all: 0.2099 (0.2192) loss_rec_sfr: 0.2661 (0.2845) loss_cl: -0.2786 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [10:38:30.829773] Epoch: [268] [1080/2904] eta: 0:23:13 lr: 0.001904 loss: 0.1821 (0.1932) loss_rec_all: 0.2084 (0.2191) loss_rec_sfr: 0.2539 (0.2841) loss_cl: -0.2787 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [10:38:45.733930] Epoch: [268] [1100/2904] eta: 0:22:57 lr: 0.001904 loss: 0.1833 (0.1932) loss_rec_all: 0.2096 (0.2191) loss_rec_sfr: 0.2582 (0.2837) loss_cl: -0.2790 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [10:39:00.647568] Epoch: [268] [1120/2904] eta: 0:22:42 lr: 0.001904 loss: 0.1856 (0.1932) loss_rec_all: 0.2120 (0.2191) loss_rec_sfr: 0.2695 (0.2837) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [10:39:15.549687] Epoch: [268] [1140/2904] eta: 0:22:26 lr: 0.001904 loss: 0.1790 (0.1932) loss_rec_all: 0.2056 (0.2191) loss_rec_sfr: 0.2510 (0.2836) loss_cl: -0.2793 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [10:39:30.448612] Epoch: [268] [1160/2904] eta: 0:22:10 lr: 0.001904 loss: 0.1814 (0.1932) loss_rec_all: 0.2078 (0.2191) loss_rec_sfr: 0.2493 (0.2835) loss_cl: -0.2790 (-0.2788) time: 0.7449 data: 0.0002 max mem: 29860 [10:39:45.353536] Epoch: [268] [1180/2904] eta: 0:21:54 lr: 0.001904 loss: 0.1828 (0.1932) loss_rec_all: 0.2093 (0.2191) loss_rec_sfr: 0.2668 (0.2836) loss_cl: -0.2789 (-0.2788) time: 0.7452 data: 0.0003 max mem: 29860 [10:40:00.259456] Epoch: [268] [1200/2904] eta: 0:21:38 lr: 0.001904 loss: 0.1879 (0.1933) loss_rec_all: 0.2141 (0.2192) loss_rec_sfr: 0.2697 (0.2841) loss_cl: -0.2785 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [10:40:15.165845] Epoch: [268] [1220/2904] eta: 0:21:23 lr: 0.001904 loss: 0.1822 (0.1933) loss_rec_all: 0.2084 (0.2192) loss_rec_sfr: 0.2616 (0.2840) loss_cl: -0.2793 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [10:40:30.069558] Epoch: [268] [1240/2904] eta: 0:21:07 lr: 0.001904 loss: 0.1800 (0.1932) loss_rec_all: 0.2060 (0.2191) loss_rec_sfr: 0.2641 (0.2839) loss_cl: -0.2788 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [10:40:44.979463] Epoch: [268] [1260/2904] eta: 0:20:51 lr: 0.001904 loss: 0.1846 (0.1933) loss_rec_all: 0.2108 (0.2192) loss_rec_sfr: 0.2641 (0.2842) loss_cl: -0.2796 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [10:40:59.890290] Epoch: [268] [1280/2904] eta: 0:20:36 lr: 0.001904 loss: 0.1836 (0.1933) loss_rec_all: 0.2095 (0.2192) loss_rec_sfr: 0.2637 (0.2842) loss_cl: -0.2794 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [10:41:14.800273] Epoch: [268] [1300/2904] eta: 0:20:20 lr: 0.001904 loss: 0.1822 (0.1932) loss_rec_all: 0.2085 (0.2191) loss_rec_sfr: 0.2323 (0.2838) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [10:41:29.707799] Epoch: [268] [1320/2904] eta: 0:20:04 lr: 0.001904 loss: 0.1811 (0.1932) loss_rec_all: 0.2070 (0.2191) loss_rec_sfr: 0.2692 (0.2840) loss_cl: -0.2776 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [10:41:44.610912] Epoch: [268] [1340/2904] eta: 0:19:49 lr: 0.001903 loss: 0.1848 (0.1933) loss_rec_all: 0.2110 (0.2192) loss_rec_sfr: 0.2636 (0.2844) loss_cl: -0.2787 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [10:41:59.517685] Epoch: [268] [1360/2904] eta: 0:19:33 lr: 0.001903 loss: 0.1810 (0.1932) loss_rec_all: 0.2071 (0.2191) loss_rec_sfr: 0.2498 (0.2839) loss_cl: -0.2793 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [10:42:14.422059] Epoch: [268] [1380/2904] eta: 0:19:18 lr: 0.001903 loss: 0.1806 (0.1931) loss_rec_all: 0.2065 (0.2190) loss_rec_sfr: 0.2739 (0.2838) loss_cl: -0.2793 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [10:42:29.328336] Epoch: [268] [1400/2904] eta: 0:19:02 lr: 0.001903 loss: 0.1880 (0.1931) loss_rec_all: 0.2142 (0.2190) loss_rec_sfr: 0.2650 (0.2838) loss_cl: -0.2793 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [10:42:44.232065] Epoch: [268] [1420/2904] eta: 0:18:47 lr: 0.001903 loss: 0.1814 (0.1931) loss_rec_all: 0.2072 (0.2190) loss_rec_sfr: 0.2596 (0.2836) loss_cl: -0.2784 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [10:42:59.136089] Epoch: [268] [1440/2904] eta: 0:18:31 lr: 0.001903 loss: 0.1809 (0.1930) loss_rec_all: 0.2067 (0.2189) loss_rec_sfr: 0.2690 (0.2836) loss_cl: -0.2788 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [10:43:14.050317] Epoch: [268] [1460/2904] eta: 0:18:16 lr: 0.001903 loss: 0.1841 (0.1930) loss_rec_all: 0.2104 (0.2189) loss_rec_sfr: 0.2735 (0.2834) loss_cl: -0.2794 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [10:43:28.959633] Epoch: [268] [1480/2904] eta: 0:18:00 lr: 0.001903 loss: 0.1861 (0.1931) loss_rec_all: 0.2121 (0.2190) loss_rec_sfr: 0.2710 (0.2836) loss_cl: -0.2791 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [10:43:43.893722] Epoch: [268] [1500/2904] eta: 0:17:45 lr: 0.001903 loss: 0.1836 (0.1932) loss_rec_all: 0.2099 (0.2191) loss_rec_sfr: 0.2735 (0.2841) loss_cl: -0.2790 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [10:43:58.799022] Epoch: [268] [1520/2904] eta: 0:17:30 lr: 0.001903 loss: 0.1826 (0.1932) loss_rec_all: 0.2086 (0.2191) loss_rec_sfr: 0.2713 (0.2843) loss_cl: -0.2784 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [10:44:13.700636] Epoch: [268] [1540/2904] eta: 0:17:14 lr: 0.001903 loss: 0.1849 (0.1933) loss_rec_all: 0.2111 (0.2192) loss_rec_sfr: 0.2637 (0.2846) loss_cl: -0.2789 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [10:44:28.601422] Epoch: [268] [1560/2904] eta: 0:16:59 lr: 0.001903 loss: 0.1818 (0.1933) loss_rec_all: 0.2076 (0.2192) loss_rec_sfr: 0.2641 (0.2844) loss_cl: -0.2785 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [10:44:43.509866] Epoch: [268] [1580/2904] eta: 0:16:43 lr: 0.001903 loss: 0.1820 (0.1932) loss_rec_all: 0.2078 (0.2191) loss_rec_sfr: 0.2639 (0.2841) loss_cl: -0.2786 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [10:44:58.408117] Epoch: [268] [1600/2904] eta: 0:16:28 lr: 0.001903 loss: 0.1829 (0.1932) loss_rec_all: 0.2095 (0.2191) loss_rec_sfr: 0.2647 (0.2840) loss_cl: -0.2795 (-0.2788) time: 0.7449 data: 0.0002 max mem: 29860 [10:45:13.316103] Epoch: [268] [1620/2904] eta: 0:16:13 lr: 0.001903 loss: 0.1865 (0.1932) loss_rec_all: 0.2127 (0.2191) loss_rec_sfr: 0.2652 (0.2839) loss_cl: -0.2794 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [10:45:28.227757] Epoch: [268] [1640/2904] eta: 0:15:57 lr: 0.001903 loss: 0.1798 (0.1930) loss_rec_all: 0.2059 (0.2189) loss_rec_sfr: 0.2690 (0.2836) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [10:45:43.155279] Epoch: [268] [1660/2904] eta: 0:15:42 lr: 0.001903 loss: 0.1802 (0.1930) loss_rec_all: 0.2061 (0.2189) loss_rec_sfr: 0.2614 (0.2836) loss_cl: -0.2780 (-0.2788) time: 0.7463 data: 0.0003 max mem: 29860 [10:45:58.062003] Epoch: [268] [1680/2904] eta: 0:15:27 lr: 0.001903 loss: 0.1844 (0.1930) loss_rec_all: 0.2103 (0.2189) loss_rec_sfr: 0.2586 (0.2834) loss_cl: -0.2779 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [10:46:12.969150] Epoch: [268] [1700/2904] eta: 0:15:11 lr: 0.001903 loss: 0.1813 (0.1929) loss_rec_all: 0.2074 (0.2188) loss_rec_sfr: 0.2564 (0.2830) loss_cl: -0.2794 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [10:46:27.887806] Epoch: [268] [1720/2904] eta: 0:14:56 lr: 0.001903 loss: 0.1866 (0.1929) loss_rec_all: 0.2133 (0.2188) loss_rec_sfr: 0.2686 (0.2832) loss_cl: -0.2799 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [10:46:42.805077] Epoch: [268] [1740/2904] eta: 0:14:41 lr: 0.001903 loss: 0.1809 (0.1929) loss_rec_all: 0.2075 (0.2188) loss_rec_sfr: 0.2264 (0.2832) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [10:46:57.718449] Epoch: [268] [1760/2904] eta: 0:14:25 lr: 0.001903 loss: 0.1831 (0.1930) loss_rec_all: 0.2092 (0.2189) loss_rec_sfr: 0.2699 (0.2833) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [10:47:12.625473] Epoch: [268] [1780/2904] eta: 0:14:10 lr: 0.001903 loss: 0.1895 (0.1930) loss_rec_all: 0.2156 (0.2189) loss_rec_sfr: 0.2682 (0.2835) loss_cl: -0.2784 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [10:47:27.533319] Epoch: [268] [1800/2904] eta: 0:13:55 lr: 0.001903 loss: 0.1805 (0.1931) loss_rec_all: 0.2068 (0.2190) loss_rec_sfr: 0.2636 (0.2835) loss_cl: -0.2792 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [10:47:42.440263] Epoch: [268] [1820/2904] eta: 0:13:40 lr: 0.001903 loss: 0.1835 (0.1931) loss_rec_all: 0.2098 (0.2190) loss_rec_sfr: 0.2600 (0.2835) loss_cl: -0.2786 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [10:47:57.354266] Epoch: [268] [1840/2904] eta: 0:13:24 lr: 0.001903 loss: 0.1834 (0.1931) loss_rec_all: 0.2096 (0.2190) loss_rec_sfr: 0.2633 (0.2834) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [10:48:12.260801] Epoch: [268] [1860/2904] eta: 0:13:09 lr: 0.001903 loss: 0.1810 (0.1930) loss_rec_all: 0.2070 (0.2189) loss_rec_sfr: 0.2506 (0.2832) loss_cl: -0.2796 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [10:48:27.169481] Epoch: [268] [1880/2904] eta: 0:12:54 lr: 0.001903 loss: 0.1856 (0.1930) loss_rec_all: 0.2117 (0.2189) loss_rec_sfr: 0.2579 (0.2830) loss_cl: -0.2792 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [10:48:42.082234] Epoch: [268] [1900/2904] eta: 0:12:39 lr: 0.001903 loss: 0.1926 (0.1932) loss_rec_all: 0.2186 (0.2191) loss_rec_sfr: 0.2767 (0.2837) loss_cl: -0.2779 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [10:48:56.997624] Epoch: [268] [1920/2904] eta: 0:12:23 lr: 0.001903 loss: 0.1821 (0.1932) loss_rec_all: 0.2082 (0.2191) loss_rec_sfr: 0.2270 (0.2836) loss_cl: -0.2777 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [10:49:11.911175] Epoch: [268] [1940/2904] eta: 0:12:08 lr: 0.001903 loss: 0.1789 (0.1931) loss_rec_all: 0.2052 (0.2190) loss_rec_sfr: 0.2250 (0.2832) loss_cl: -0.2795 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [10:49:26.824591] Epoch: [268] [1960/2904] eta: 0:11:53 lr: 0.001903 loss: 0.1801 (0.1930) loss_rec_all: 0.2061 (0.2189) loss_rec_sfr: 0.2618 (0.2831) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [10:49:41.739673] Epoch: [268] [1980/2904] eta: 0:11:38 lr: 0.001903 loss: 0.1833 (0.1930) loss_rec_all: 0.2093 (0.2189) loss_rec_sfr: 0.2688 (0.2832) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [10:49:56.648129] Epoch: [268] [2000/2904] eta: 0:11:22 lr: 0.001903 loss: 0.1794 (0.1930) loss_rec_all: 0.2057 (0.2189) loss_rec_sfr: 0.2347 (0.2829) loss_cl: -0.2785 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [10:50:11.553003] Epoch: [268] [2020/2904] eta: 0:11:07 lr: 0.001903 loss: 0.1806 (0.1929) loss_rec_all: 0.2064 (0.2188) loss_rec_sfr: 0.2449 (0.2827) loss_cl: -0.2784 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [10:50:26.465388] Epoch: [268] [2040/2904] eta: 0:10:52 lr: 0.001903 loss: 0.1853 (0.1929) loss_rec_all: 0.2116 (0.2188) loss_rec_sfr: 0.2673 (0.2828) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [10:50:41.380938] Epoch: [268] [2060/2904] eta: 0:10:37 lr: 0.001902 loss: 0.1842 (0.1929) loss_rec_all: 0.2100 (0.2188) loss_rec_sfr: 0.2638 (0.2828) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [10:50:56.298019] Epoch: [268] [2080/2904] eta: 0:10:22 lr: 0.001902 loss: 0.1809 (0.1929) loss_rec_all: 0.2069 (0.2188) loss_rec_sfr: 0.2640 (0.2827) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [10:51:11.213308] Epoch: [268] [2100/2904] eta: 0:10:07 lr: 0.001902 loss: 0.1824 (0.1929) loss_rec_all: 0.2085 (0.2188) loss_rec_sfr: 0.2712 (0.2828) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [10:51:26.136313] Epoch: [268] [2120/2904] eta: 0:09:51 lr: 0.001902 loss: 0.1833 (0.1929) loss_rec_all: 0.2092 (0.2188) loss_rec_sfr: 0.2702 (0.2827) loss_cl: -0.2795 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [10:51:41.048040] Epoch: [268] [2140/2904] eta: 0:09:36 lr: 0.001902 loss: 0.1844 (0.1929) loss_rec_all: 0.2106 (0.2188) loss_rec_sfr: 0.2669 (0.2827) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [10:51:55.965597] Epoch: [268] [2160/2904] eta: 0:09:21 lr: 0.001902 loss: 0.1879 (0.1929) loss_rec_all: 0.2138 (0.2188) loss_rec_sfr: 0.2809 (0.2829) loss_cl: -0.2783 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [10:52:10.874564] Epoch: [268] [2180/2904] eta: 0:09:06 lr: 0.001902 loss: 0.1815 (0.1929) loss_rec_all: 0.2078 (0.2188) loss_rec_sfr: 0.2231 (0.2826) loss_cl: -0.2788 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [10:52:25.792321] Epoch: [268] [2200/2904] eta: 0:08:51 lr: 0.001902 loss: 0.1880 (0.1930) loss_rec_all: 0.2143 (0.2189) loss_rec_sfr: 0.2582 (0.2828) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [10:52:40.703003] Epoch: [268] [2220/2904] eta: 0:08:36 lr: 0.001902 loss: 0.1853 (0.1930) loss_rec_all: 0.2111 (0.2189) loss_rec_sfr: 0.2586 (0.2829) loss_cl: -0.2794 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [10:52:55.611330] Epoch: [268] [2240/2904] eta: 0:08:20 lr: 0.001902 loss: 0.1851 (0.1930) loss_rec_all: 0.2112 (0.2189) loss_rec_sfr: 0.2744 (0.2831) loss_cl: -0.2792 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [10:53:10.519853] Epoch: [268] [2260/2904] eta: 0:08:05 lr: 0.001902 loss: 0.1843 (0.1931) loss_rec_all: 0.2102 (0.2190) loss_rec_sfr: 0.2633 (0.2831) loss_cl: -0.2780 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [10:53:25.434325] Epoch: [268] [2280/2904] eta: 0:07:50 lr: 0.001902 loss: 0.1815 (0.1930) loss_rec_all: 0.2079 (0.2189) loss_rec_sfr: 0.2576 (0.2830) loss_cl: -0.2793 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [10:53:40.345516] Epoch: [268] [2300/2904] eta: 0:07:35 lr: 0.001902 loss: 0.1775 (0.1930) loss_rec_all: 0.2032 (0.2189) loss_rec_sfr: 0.2663 (0.2831) loss_cl: -0.2794 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [10:53:55.260522] Epoch: [268] [2320/2904] eta: 0:07:20 lr: 0.001902 loss: 0.1847 (0.1931) loss_rec_all: 0.2107 (0.2190) loss_rec_sfr: 0.2762 (0.2833) loss_cl: -0.2796 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [10:54:10.170650] Epoch: [268] [2340/2904] eta: 0:07:05 lr: 0.001902 loss: 0.1779 (0.1931) loss_rec_all: 0.2043 (0.2190) loss_rec_sfr: 0.2631 (0.2833) loss_cl: -0.2793 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [10:54:25.072947] Epoch: [268] [2360/2904] eta: 0:06:50 lr: 0.001902 loss: 0.1873 (0.1931) loss_rec_all: 0.2131 (0.2190) loss_rec_sfr: 0.2620 (0.2833) loss_cl: -0.2786 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [10:54:39.984244] Epoch: [268] [2380/2904] eta: 0:06:35 lr: 0.001902 loss: 0.1910 (0.1931) loss_rec_all: 0.2170 (0.2190) loss_rec_sfr: 0.2706 (0.2835) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [10:54:54.895483] Epoch: [268] [2400/2904] eta: 0:06:19 lr: 0.001902 loss: 0.1814 (0.1931) loss_rec_all: 0.2072 (0.2190) loss_rec_sfr: 0.2745 (0.2834) loss_cl: -0.2783 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [10:55:09.799751] Epoch: [268] [2420/2904] eta: 0:06:04 lr: 0.001902 loss: 0.1805 (0.1931) loss_rec_all: 0.2064 (0.2190) loss_rec_sfr: 0.2216 (0.2833) loss_cl: -0.2793 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [10:55:24.709564] Epoch: [268] [2440/2904] eta: 0:05:49 lr: 0.001902 loss: 0.1845 (0.1931) loss_rec_all: 0.2107 (0.2190) loss_rec_sfr: 0.2521 (0.2832) loss_cl: -0.2799 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [10:55:39.623701] Epoch: [268] [2460/2904] eta: 0:05:34 lr: 0.001902 loss: 0.1820 (0.1930) loss_rec_all: 0.2080 (0.2189) loss_rec_sfr: 0.2726 (0.2832) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [10:55:54.541436] Epoch: [268] [2480/2904] eta: 0:05:19 lr: 0.001902 loss: 0.1765 (0.1929) loss_rec_all: 0.2030 (0.2188) loss_rec_sfr: 0.2569 (0.2830) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [10:56:09.462243] Epoch: [268] [2500/2904] eta: 0:05:04 lr: 0.001902 loss: 0.1831 (0.1929) loss_rec_all: 0.2091 (0.2188) loss_rec_sfr: 0.2529 (0.2828) loss_cl: -0.2780 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [10:56:24.378083] Epoch: [268] [2520/2904] eta: 0:04:49 lr: 0.001902 loss: 0.1816 (0.1929) loss_rec_all: 0.2076 (0.2188) loss_rec_sfr: 0.2734 (0.2830) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [10:56:39.282559] Epoch: [268] [2540/2904] eta: 0:04:34 lr: 0.001902 loss: 0.1843 (0.1929) loss_rec_all: 0.2101 (0.2188) loss_rec_sfr: 0.2657 (0.2830) loss_cl: -0.2790 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [10:56:54.181714] Epoch: [268] [2560/2904] eta: 0:04:19 lr: 0.001902 loss: 0.1817 (0.1929) loss_rec_all: 0.2076 (0.2188) loss_rec_sfr: 0.2659 (0.2829) loss_cl: -0.2792 (-0.2788) time: 0.7449 data: 0.0002 max mem: 29860 [10:57:09.088660] Epoch: [268] [2580/2904] eta: 0:04:04 lr: 0.001902 loss: 0.1844 (0.1929) loss_rec_all: 0.2103 (0.2188) loss_rec_sfr: 0.2596 (0.2828) loss_cl: -0.2789 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [10:57:23.999630] Epoch: [268] [2600/2904] eta: 0:03:48 lr: 0.001902 loss: 0.1799 (0.1928) loss_rec_all: 0.2061 (0.2187) loss_rec_sfr: 0.2522 (0.2827) loss_cl: -0.2785 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [10:57:38.904642] Epoch: [268] [2620/2904] eta: 0:03:33 lr: 0.001902 loss: 0.1810 (0.1928) loss_rec_all: 0.2069 (0.2187) loss_rec_sfr: 0.2646 (0.2826) loss_cl: -0.2794 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [10:57:53.815482] Epoch: [268] [2640/2904] eta: 0:03:18 lr: 0.001902 loss: 0.1783 (0.1927) loss_rec_all: 0.2047 (0.2186) loss_rec_sfr: 0.2640 (0.2825) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [10:58:08.717480] Epoch: [268] [2660/2904] eta: 0:03:03 lr: 0.001902 loss: 0.1833 (0.1927) loss_rec_all: 0.2095 (0.2186) loss_rec_sfr: 0.2681 (0.2825) loss_cl: -0.2782 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [10:58:23.626480] Epoch: [268] [2680/2904] eta: 0:02:48 lr: 0.001902 loss: 0.1822 (0.1927) loss_rec_all: 0.2085 (0.2186) loss_rec_sfr: 0.2742 (0.2825) loss_cl: -0.2793 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [10:58:38.532112] Epoch: [268] [2700/2904] eta: 0:02:33 lr: 0.001902 loss: 0.1826 (0.1928) loss_rec_all: 0.2087 (0.2187) loss_rec_sfr: 0.2719 (0.2827) loss_cl: -0.2794 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [10:58:53.440994] Epoch: [268] [2720/2904] eta: 0:02:18 lr: 0.001902 loss: 0.1829 (0.1928) loss_rec_all: 0.2089 (0.2187) loss_rec_sfr: 0.2625 (0.2828) loss_cl: -0.2797 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [10:59:08.353240] Epoch: [268] [2740/2904] eta: 0:02:03 lr: 0.001902 loss: 0.1857 (0.1928) loss_rec_all: 0.2119 (0.2187) loss_rec_sfr: 0.2721 (0.2829) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [10:59:23.261686] Epoch: [268] [2760/2904] eta: 0:01:48 lr: 0.001902 loss: 0.1827 (0.1929) loss_rec_all: 0.2086 (0.2188) loss_rec_sfr: 0.2818 (0.2831) loss_cl: -0.2784 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [10:59:38.168872] Epoch: [268] [2780/2904] eta: 0:01:33 lr: 0.001901 loss: 0.1845 (0.1928) loss_rec_all: 0.2104 (0.2187) loss_rec_sfr: 0.2603 (0.2829) loss_cl: -0.2785 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [10:59:53.082216] Epoch: [268] [2800/2904] eta: 0:01:18 lr: 0.001901 loss: 0.1814 (0.1928) loss_rec_all: 0.2079 (0.2187) loss_rec_sfr: 0.2746 (0.2831) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [11:00:07.987610] Epoch: [268] [2820/2904] eta: 0:01:03 lr: 0.001901 loss: 0.1797 (0.1928) loss_rec_all: 0.2065 (0.2187) loss_rec_sfr: 0.2657 (0.2830) loss_cl: -0.2784 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [11:00:22.954582] Epoch: [268] [2840/2904] eta: 0:00:48 lr: 0.001901 loss: 0.1804 (0.1928) loss_rec_all: 0.2064 (0.2187) loss_rec_sfr: 0.2648 (0.2829) loss_cl: -0.2791 (-0.2788) time: 0.7483 data: 0.0024 max mem: 29860 [11:00:37.845259] Epoch: [268] [2860/2904] eta: 0:00:33 lr: 0.001901 loss: 0.1847 (0.1928) loss_rec_all: 0.2108 (0.2187) loss_rec_sfr: 0.2667 (0.2830) loss_cl: -0.2789 (-0.2788) time: 0.7445 data: 0.0001 max mem: 29860 [11:00:52.741420] Epoch: [268] [2880/2904] eta: 0:00:18 lr: 0.001901 loss: 0.1833 (0.1928) loss_rec_all: 0.2093 (0.2187) loss_rec_sfr: 0.2630 (0.2830) loss_cl: -0.2794 (-0.2788) time: 0.7448 data: 0.0002 max mem: 29860 [11:01:07.636295] Epoch: [268] [2900/2904] eta: 0:00:03 lr: 0.001901 loss: 0.1795 (0.1928) loss_rec_all: 0.2058 (0.2187) loss_rec_sfr: 0.2711 (0.2830) loss_cl: -0.2794 (-0.2788) time: 0.7447 data: 0.0001 max mem: 29860 [11:01:09.876441] Epoch: [268] [2903/2904] eta: 0:00:00 lr: 0.001901 loss: 0.1791 (0.1928) loss_rec_all: 0.2055 (0.2187) loss_rec_sfr: 0.2717 (0.2831) loss_cl: -0.2795 (-0.2788) time: 0.7447 data: 0.0001 max mem: 29860 [11:01:12.265198] Epoch: [268] Total time: 0:36:27 (0.7533 s / it) [11:01:12.271811] Averaged stats: lr: 0.001901 loss: 0.1791 (0.1948) loss_rec_all: 0.2055 (0.2184) loss_rec_sfr: 0.2717 (0.2818) loss_cl: -0.2795 (-0.2556) [11:01:12.277018] log_dir: ./checkpoint/VF2_ViT-B [11:01:29.254347] Epoch: [269] [ 0/2904] eta: 13:41:38 lr: 0.001901 loss: 0.1793 (0.1793) loss_rec_all: 0.2052 (0.2052) loss_rec_sfr: 0.2874 (0.2874) loss_cl: -0.2794 (-0.2794) time: 16.9762 data: 16.2422 max mem: 29860 [11:01:46.548784] Epoch: [269] [ 20/2904] eta: 1:18:26 lr: 0.001901 loss: 0.1833 (0.1933) loss_rec_all: 0.2093 (0.2193) loss_rec_sfr: 0.2596 (0.2808) loss_cl: -0.2790 (-0.2790) time: 0.8646 data: 0.0089 max mem: 29860 [11:02:01.413222] Epoch: [269] [ 40/2904] eta: 0:57:12 lr: 0.001901 loss: 0.1806 (0.1930) loss_rec_all: 0.2068 (0.2189) loss_rec_sfr: 0.2566 (0.2819) loss_cl: -0.2786 (-0.2788) time: 0.7431 data: 0.0003 max mem: 29860 [11:02:16.294959] Epoch: [269] [ 60/2904] eta: 0:49:44 lr: 0.001901 loss: 0.1793 (0.1909) loss_rec_all: 0.2050 (0.2168) loss_rec_sfr: 0.2506 (0.2756) loss_cl: -0.2787 (-0.2788) time: 0.7440 data: 0.0003 max mem: 29860 [11:02:31.154188] Epoch: [269] [ 80/2904] eta: 0:45:49 lr: 0.001901 loss: 0.1825 (0.1905) loss_rec_all: 0.2085 (0.2165) loss_rec_sfr: 0.2581 (0.2743) loss_cl: -0.2793 (-0.2789) time: 0.7429 data: 0.0003 max mem: 29860 [11:02:46.075657] Epoch: [269] [ 100/2904] eta: 0:43:23 lr: 0.001901 loss: 0.1818 (0.1890) loss_rec_all: 0.2080 (0.2149) loss_rec_sfr: 0.2585 (0.2693) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [11:03:00.996494] Epoch: [269] [ 120/2904] eta: 0:41:41 lr: 0.001901 loss: 0.1795 (0.1885) loss_rec_all: 0.2057 (0.2145) loss_rec_sfr: 0.2491 (0.2679) loss_cl: -0.2783 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [11:03:15.934089] Epoch: [269] [ 140/2904] eta: 0:40:23 lr: 0.001901 loss: 0.1821 (0.1890) loss_rec_all: 0.2080 (0.2150) loss_rec_sfr: 0.2670 (0.2704) loss_cl: -0.2792 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [11:03:30.868988] Epoch: [269] [ 160/2904] eta: 0:39:21 lr: 0.001901 loss: 0.1801 (0.1889) loss_rec_all: 0.2061 (0.2149) loss_rec_sfr: 0.2442 (0.2695) loss_cl: -0.2799 (-0.2789) time: 0.7467 data: 0.0003 max mem: 29860 [11:03:45.810747] Epoch: [269] [ 180/2904] eta: 0:38:30 lr: 0.001901 loss: 0.1806 (0.1886) loss_rec_all: 0.2067 (0.2147) loss_rec_sfr: 0.2514 (0.2685) loss_cl: -0.2798 (-0.2790) time: 0.7470 data: 0.0002 max mem: 29860 [11:04:00.769951] Epoch: [269] [ 200/2904] eta: 0:37:46 lr: 0.001901 loss: 0.1839 (0.1897) loss_rec_all: 0.2103 (0.2157) loss_rec_sfr: 0.2662 (0.2717) loss_cl: -0.2784 (-0.2789) time: 0.7479 data: 0.0002 max mem: 29860 [11:04:15.711371] Epoch: [269] [ 220/2904] eta: 0:37:07 lr: 0.001901 loss: 0.1795 (0.1895) loss_rec_all: 0.2055 (0.2155) loss_rec_sfr: 0.2513 (0.2713) loss_cl: -0.2798 (-0.2790) time: 0.7470 data: 0.0003 max mem: 29860 [11:04:30.635398] Epoch: [269] [ 240/2904] eta: 0:36:32 lr: 0.001901 loss: 0.1822 (0.1897) loss_rec_all: 0.2082 (0.2157) loss_rec_sfr: 0.2616 (0.2721) loss_cl: -0.2787 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [11:04:45.571304] Epoch: [269] [ 260/2904] eta: 0:36:00 lr: 0.001901 loss: 0.1814 (0.1896) loss_rec_all: 0.2077 (0.2156) loss_rec_sfr: 0.2642 (0.2720) loss_cl: -0.2786 (-0.2789) time: 0.7468 data: 0.0002 max mem: 29860 [11:05:00.508558] Epoch: [269] [ 280/2904] eta: 0:35:31 lr: 0.001901 loss: 0.1833 (0.1894) loss_rec_all: 0.2095 (0.2154) loss_rec_sfr: 0.2608 (0.2708) loss_cl: -0.2788 (-0.2789) time: 0.7468 data: 0.0002 max mem: 29860 [11:05:15.457949] Epoch: [269] [ 300/2904] eta: 0:35:03 lr: 0.001901 loss: 0.1890 (0.1903) loss_rec_all: 0.2155 (0.2162) loss_rec_sfr: 0.2685 (0.2730) loss_cl: -0.2792 (-0.2789) time: 0.7474 data: 0.0002 max mem: 29860 [11:05:30.420782] Epoch: [269] [ 320/2904] eta: 0:34:37 lr: 0.001901 loss: 0.1817 (0.1903) loss_rec_all: 0.2074 (0.2163) loss_rec_sfr: 0.2597 (0.2730) loss_cl: -0.2787 (-0.2789) time: 0.7481 data: 0.0002 max mem: 29860 [11:05:45.346476] Epoch: [269] [ 340/2904] eta: 0:34:13 lr: 0.001901 loss: 0.1802 (0.1905) loss_rec_all: 0.2065 (0.2165) loss_rec_sfr: 0.2459 (0.2737) loss_cl: -0.2791 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [11:06:00.275089] Epoch: [269] [ 360/2904] eta: 0:33:49 lr: 0.001901 loss: 0.1817 (0.1905) loss_rec_all: 0.2076 (0.2164) loss_rec_sfr: 0.2502 (0.2737) loss_cl: -0.2780 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [11:06:15.227033] Epoch: [269] [ 380/2904] eta: 0:33:26 lr: 0.001901 loss: 0.1848 (0.1905) loss_rec_all: 0.2106 (0.2165) loss_rec_sfr: 0.2698 (0.2744) loss_cl: -0.2793 (-0.2789) time: 0.7476 data: 0.0002 max mem: 29860 [11:06:30.148724] Epoch: [269] [ 400/2904] eta: 0:33:04 lr: 0.001901 loss: 0.1862 (0.1912) loss_rec_all: 0.2122 (0.2171) loss_rec_sfr: 0.2765 (0.2766) loss_cl: -0.2793 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [11:06:45.073997] Epoch: [269] [ 420/2904] eta: 0:32:43 lr: 0.001901 loss: 0.1813 (0.1909) loss_rec_all: 0.2071 (0.2169) loss_rec_sfr: 0.2631 (0.2760) loss_cl: -0.2790 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [11:07:00.004880] Epoch: [269] [ 440/2904] eta: 0:32:22 lr: 0.001901 loss: 0.1818 (0.1910) loss_rec_all: 0.2080 (0.2170) loss_rec_sfr: 0.2372 (0.2761) loss_cl: -0.2785 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [11:07:14.932585] Epoch: [269] [ 460/2904] eta: 0:32:02 lr: 0.001901 loss: 0.1810 (0.1909) loss_rec_all: 0.2068 (0.2169) loss_rec_sfr: 0.2667 (0.2757) loss_cl: -0.2783 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [11:07:29.870053] Epoch: [269] [ 480/2904] eta: 0:31:42 lr: 0.001901 loss: 0.1818 (0.1911) loss_rec_all: 0.2078 (0.2170) loss_rec_sfr: 0.2738 (0.2767) loss_cl: -0.2788 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [11:07:44.795799] Epoch: [269] [ 500/2904] eta: 0:31:23 lr: 0.001901 loss: 0.1800 (0.1911) loss_rec_all: 0.2066 (0.2170) loss_rec_sfr: 0.2651 (0.2766) loss_cl: -0.2795 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [11:07:59.723800] Epoch: [269] [ 520/2904] eta: 0:31:04 lr: 0.001901 loss: 0.1826 (0.1911) loss_rec_all: 0.2090 (0.2171) loss_rec_sfr: 0.2595 (0.2768) loss_cl: -0.2803 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [11:08:14.654079] Epoch: [269] [ 540/2904] eta: 0:30:45 lr: 0.001901 loss: 0.1892 (0.1917) loss_rec_all: 0.2152 (0.2177) loss_rec_sfr: 0.2739 (0.2787) loss_cl: -0.2795 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [11:08:29.597039] Epoch: [269] [ 560/2904] eta: 0:30:27 lr: 0.001901 loss: 0.1814 (0.1916) loss_rec_all: 0.2073 (0.2176) loss_rec_sfr: 0.2663 (0.2784) loss_cl: -0.2788 (-0.2789) time: 0.7471 data: 0.0002 max mem: 29860 [11:08:44.532470] Epoch: [269] [ 580/2904] eta: 0:30:08 lr: 0.001901 loss: 0.1865 (0.1919) loss_rec_all: 0.2126 (0.2178) loss_rec_sfr: 0.2649 (0.2787) loss_cl: -0.2787 (-0.2789) time: 0.7467 data: 0.0002 max mem: 29860 [11:08:59.462640] Epoch: [269] [ 600/2904] eta: 0:29:50 lr: 0.001900 loss: 0.1839 (0.1920) loss_rec_all: 0.2102 (0.2179) loss_rec_sfr: 0.2684 (0.2794) loss_cl: -0.2792 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [11:09:14.383992] Epoch: [269] [ 620/2904] eta: 0:29:33 lr: 0.001900 loss: 0.1854 (0.1922) loss_rec_all: 0.2114 (0.2182) loss_rec_sfr: 0.2596 (0.2799) loss_cl: -0.2791 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [11:09:29.302165] Epoch: [269] [ 640/2904] eta: 0:29:15 lr: 0.001900 loss: 0.1806 (0.1922) loss_rec_all: 0.2067 (0.2181) loss_rec_sfr: 0.2605 (0.2798) loss_cl: -0.2794 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [11:09:44.226966] Epoch: [269] [ 660/2904] eta: 0:28:57 lr: 0.001900 loss: 0.1849 (0.1924) loss_rec_all: 0.2112 (0.2183) loss_rec_sfr: 0.2605 (0.2799) loss_cl: -0.2790 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [11:09:59.151780] Epoch: [269] [ 680/2904] eta: 0:28:40 lr: 0.001900 loss: 0.1823 (0.1924) loss_rec_all: 0.2085 (0.2184) loss_rec_sfr: 0.2563 (0.2802) loss_cl: -0.2785 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [11:10:14.079885] Epoch: [269] [ 700/2904] eta: 0:28:23 lr: 0.001900 loss: 0.1880 (0.1928) loss_rec_all: 0.2141 (0.2187) loss_rec_sfr: 0.2750 (0.2818) loss_cl: -0.2782 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [11:10:29.009905] Epoch: [269] [ 720/2904] eta: 0:28:06 lr: 0.001900 loss: 0.1826 (0.1927) loss_rec_all: 0.2083 (0.2186) loss_rec_sfr: 0.2548 (0.2812) loss_cl: -0.2786 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [11:10:43.949314] Epoch: [269] [ 740/2904] eta: 0:27:49 lr: 0.001900 loss: 0.1825 (0.1925) loss_rec_all: 0.2087 (0.2184) loss_rec_sfr: 0.2594 (0.2805) loss_cl: -0.2784 (-0.2788) time: 0.7469 data: 0.0002 max mem: 29860 [11:10:58.891952] Epoch: [269] [ 760/2904] eta: 0:27:32 lr: 0.001900 loss: 0.1819 (0.1926) loss_rec_all: 0.2079 (0.2185) loss_rec_sfr: 0.2659 (0.2808) loss_cl: -0.2797 (-0.2789) time: 0.7471 data: 0.0002 max mem: 29860 [11:11:13.841737] Epoch: [269] [ 780/2904] eta: 0:27:15 lr: 0.001900 loss: 0.1846 (0.1925) loss_rec_all: 0.2107 (0.2185) loss_rec_sfr: 0.2657 (0.2809) loss_cl: -0.2798 (-0.2789) time: 0.7474 data: 0.0002 max mem: 29860 [11:11:28.785004] Epoch: [269] [ 800/2904] eta: 0:26:59 lr: 0.001900 loss: 0.1793 (0.1923) loss_rec_all: 0.2052 (0.2183) loss_rec_sfr: 0.2556 (0.2803) loss_cl: -0.2785 (-0.2789) time: 0.7471 data: 0.0002 max mem: 29860 [11:11:43.727822] Epoch: [269] [ 820/2904] eta: 0:26:42 lr: 0.001900 loss: 0.1802 (0.1922) loss_rec_all: 0.2063 (0.2181) loss_rec_sfr: 0.2232 (0.2794) loss_cl: -0.2786 (-0.2789) time: 0.7471 data: 0.0002 max mem: 29860 [11:11:58.653685] Epoch: [269] [ 840/2904] eta: 0:26:26 lr: 0.001900 loss: 0.1822 (0.1922) loss_rec_all: 0.2081 (0.2181) loss_rec_sfr: 0.2653 (0.2795) loss_cl: -0.2791 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [11:12:13.593196] Epoch: [269] [ 860/2904] eta: 0:26:09 lr: 0.001900 loss: 0.1856 (0.1923) loss_rec_all: 0.2122 (0.2182) loss_rec_sfr: 0.2544 (0.2797) loss_cl: -0.2792 (-0.2789) time: 0.7469 data: 0.0002 max mem: 29860 [11:12:28.519939] Epoch: [269] [ 880/2904] eta: 0:25:53 lr: 0.001900 loss: 0.1816 (0.1923) loss_rec_all: 0.2081 (0.2182) loss_rec_sfr: 0.2636 (0.2795) loss_cl: -0.2791 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [11:12:43.434215] Epoch: [269] [ 900/2904] eta: 0:25:37 lr: 0.001900 loss: 0.1836 (0.1923) loss_rec_all: 0.2096 (0.2182) loss_rec_sfr: 0.2616 (0.2794) loss_cl: -0.2786 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [11:12:58.349376] Epoch: [269] [ 920/2904] eta: 0:25:20 lr: 0.001900 loss: 0.1854 (0.1923) loss_rec_all: 0.2117 (0.2182) loss_rec_sfr: 0.2586 (0.2791) loss_cl: -0.2778 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [11:13:13.272301] Epoch: [269] [ 940/2904] eta: 0:25:04 lr: 0.001900 loss: 0.1842 (0.1921) loss_rec_all: 0.2101 (0.2181) loss_rec_sfr: 0.2701 (0.2790) loss_cl: -0.2785 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [11:13:28.190980] Epoch: [269] [ 960/2904] eta: 0:24:48 lr: 0.001900 loss: 0.1935 (0.1924) loss_rec_all: 0.2197 (0.2183) loss_rec_sfr: 0.2796 (0.2797) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [11:13:43.111650] Epoch: [269] [ 980/2904] eta: 0:24:32 lr: 0.001900 loss: 0.1842 (0.1922) loss_rec_all: 0.2104 (0.2182) loss_rec_sfr: 0.2720 (0.2793) loss_cl: -0.2800 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [11:13:58.031619] Epoch: [269] [1000/2904] eta: 0:24:16 lr: 0.001900 loss: 0.1813 (0.1923) loss_rec_all: 0.2078 (0.2182) loss_rec_sfr: 0.2387 (0.2795) loss_cl: -0.2801 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [11:14:12.950127] Epoch: [269] [1020/2904] eta: 0:24:00 lr: 0.001900 loss: 0.1810 (0.1922) loss_rec_all: 0.2069 (0.2181) loss_rec_sfr: 0.2585 (0.2791) loss_cl: -0.2782 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [11:14:27.863739] Epoch: [269] [1040/2904] eta: 0:23:44 lr: 0.001900 loss: 0.1841 (0.1922) loss_rec_all: 0.2101 (0.2181) loss_rec_sfr: 0.2597 (0.2792) loss_cl: -0.2787 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [11:14:42.783650] Epoch: [269] [1060/2904] eta: 0:23:28 lr: 0.001900 loss: 0.1808 (0.1922) loss_rec_all: 0.2066 (0.2181) loss_rec_sfr: 0.2623 (0.2794) loss_cl: -0.2780 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [11:14:57.703798] Epoch: [269] [1080/2904] eta: 0:23:12 lr: 0.001900 loss: 0.1857 (0.1922) loss_rec_all: 0.2114 (0.2181) loss_rec_sfr: 0.2591 (0.2793) loss_cl: -0.2783 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [11:15:12.625064] Epoch: [269] [1100/2904] eta: 0:22:56 lr: 0.001900 loss: 0.1788 (0.1921) loss_rec_all: 0.2048 (0.2181) loss_rec_sfr: 0.2745 (0.2795) loss_cl: -0.2783 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [11:15:27.539751] Epoch: [269] [1120/2904] eta: 0:22:41 lr: 0.001900 loss: 0.1788 (0.1920) loss_rec_all: 0.2048 (0.2179) loss_rec_sfr: 0.2629 (0.2790) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [11:15:42.450244] Epoch: [269] [1140/2904] eta: 0:22:25 lr: 0.001900 loss: 0.1779 (0.1918) loss_rec_all: 0.2037 (0.2177) loss_rec_sfr: 0.2612 (0.2786) loss_cl: -0.2795 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [11:15:57.365496] Epoch: [269] [1160/2904] eta: 0:22:09 lr: 0.001900 loss: 0.1793 (0.1917) loss_rec_all: 0.2053 (0.2176) loss_rec_sfr: 0.2249 (0.2782) loss_cl: -0.2781 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [11:16:12.287066] Epoch: [269] [1180/2904] eta: 0:21:53 lr: 0.001900 loss: 0.1895 (0.1920) loss_rec_all: 0.2157 (0.2179) loss_rec_sfr: 0.2741 (0.2791) loss_cl: -0.2775 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [11:16:27.199801] Epoch: [269] [1200/2904] eta: 0:21:38 lr: 0.001900 loss: 0.1860 (0.1921) loss_rec_all: 0.2118 (0.2180) loss_rec_sfr: 0.2666 (0.2794) loss_cl: -0.2795 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [11:16:42.111738] Epoch: [269] [1220/2904] eta: 0:21:22 lr: 0.001900 loss: 0.1822 (0.1921) loss_rec_all: 0.2086 (0.2180) loss_rec_sfr: 0.2558 (0.2794) loss_cl: -0.2805 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [11:16:57.027709] Epoch: [269] [1240/2904] eta: 0:21:06 lr: 0.001900 loss: 0.1823 (0.1922) loss_rec_all: 0.2082 (0.2181) loss_rec_sfr: 0.2708 (0.2798) loss_cl: -0.2798 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [11:17:11.943407] Epoch: [269] [1260/2904] eta: 0:20:51 lr: 0.001900 loss: 0.1830 (0.1923) loss_rec_all: 0.2090 (0.2182) loss_rec_sfr: 0.2663 (0.2801) loss_cl: -0.2779 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [11:17:26.863509] Epoch: [269] [1280/2904] eta: 0:20:35 lr: 0.001900 loss: 0.1885 (0.1923) loss_rec_all: 0.2148 (0.2183) loss_rec_sfr: 0.2638 (0.2802) loss_cl: -0.2784 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [11:17:41.786203] Epoch: [269] [1300/2904] eta: 0:20:19 lr: 0.001900 loss: 0.1776 (0.1923) loss_rec_all: 0.2040 (0.2182) loss_rec_sfr: 0.2629 (0.2801) loss_cl: -0.2791 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [11:17:56.710194] Epoch: [269] [1320/2904] eta: 0:20:04 lr: 0.001899 loss: 0.1807 (0.1922) loss_rec_all: 0.2067 (0.2181) loss_rec_sfr: 0.2684 (0.2800) loss_cl: -0.2795 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [11:18:11.633448] Epoch: [269] [1340/2904] eta: 0:19:48 lr: 0.001899 loss: 0.1839 (0.1922) loss_rec_all: 0.2099 (0.2181) loss_rec_sfr: 0.2670 (0.2801) loss_cl: -0.2792 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [11:18:26.554418] Epoch: [269] [1360/2904] eta: 0:19:33 lr: 0.001899 loss: 0.1862 (0.1922) loss_rec_all: 0.2121 (0.2182) loss_rec_sfr: 0.2751 (0.2803) loss_cl: -0.2781 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [11:18:41.471521] Epoch: [269] [1380/2904] eta: 0:19:17 lr: 0.001899 loss: 0.1797 (0.1923) loss_rec_all: 0.2055 (0.2182) loss_rec_sfr: 0.2297 (0.2803) loss_cl: -0.2786 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [11:18:56.383229] Epoch: [269] [1400/2904] eta: 0:19:02 lr: 0.001899 loss: 0.1845 (0.1923) loss_rec_all: 0.2105 (0.2182) loss_rec_sfr: 0.2672 (0.2802) loss_cl: -0.2793 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [11:19:11.294832] Epoch: [269] [1420/2904] eta: 0:18:46 lr: 0.001899 loss: 0.1830 (0.1923) loss_rec_all: 0.2090 (0.2183) loss_rec_sfr: 0.2744 (0.2806) loss_cl: -0.2789 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [11:19:26.211570] Epoch: [269] [1440/2904] eta: 0:18:31 lr: 0.001899 loss: 0.1822 (0.1923) loss_rec_all: 0.2081 (0.2182) loss_rec_sfr: 0.2572 (0.2804) loss_cl: -0.2792 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [11:19:41.129495] Epoch: [269] [1460/2904] eta: 0:18:15 lr: 0.001899 loss: 0.1789 (0.1922) loss_rec_all: 0.2050 (0.2181) loss_rec_sfr: 0.2661 (0.2802) loss_cl: -0.2783 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [11:19:56.040548] Epoch: [269] [1480/2904] eta: 0:18:00 lr: 0.001899 loss: 0.1852 (0.1922) loss_rec_all: 0.2110 (0.2181) loss_rec_sfr: 0.2662 (0.2804) loss_cl: -0.2780 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [11:20:10.950616] Epoch: [269] [1500/2904] eta: 0:17:45 lr: 0.001899 loss: 0.1812 (0.1921) loss_rec_all: 0.2071 (0.2180) loss_rec_sfr: 0.2600 (0.2800) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [11:20:25.857372] Epoch: [269] [1520/2904] eta: 0:17:29 lr: 0.001899 loss: 0.1805 (0.1920) loss_rec_all: 0.2066 (0.2180) loss_rec_sfr: 0.2640 (0.2799) loss_cl: -0.2798 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [11:20:40.765035] Epoch: [269] [1540/2904] eta: 0:17:14 lr: 0.001899 loss: 0.1824 (0.1920) loss_rec_all: 0.2086 (0.2179) loss_rec_sfr: 0.2592 (0.2797) loss_cl: -0.2798 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [11:20:55.665017] Epoch: [269] [1560/2904] eta: 0:16:58 lr: 0.001899 loss: 0.1882 (0.1921) loss_rec_all: 0.2143 (0.2180) loss_rec_sfr: 0.2574 (0.2799) loss_cl: -0.2787 (-0.2789) time: 0.7450 data: 0.0002 max mem: 29860 [11:21:10.577544] Epoch: [269] [1580/2904] eta: 0:16:43 lr: 0.001899 loss: 0.1843 (0.1921) loss_rec_all: 0.2107 (0.2180) loss_rec_sfr: 0.2628 (0.2799) loss_cl: -0.2786 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [11:21:25.489893] Epoch: [269] [1600/2904] eta: 0:16:28 lr: 0.001899 loss: 0.1773 (0.1920) loss_rec_all: 0.2034 (0.2180) loss_rec_sfr: 0.2696 (0.2799) loss_cl: -0.2788 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [11:21:40.405842] Epoch: [269] [1620/2904] eta: 0:16:12 lr: 0.001899 loss: 0.1775 (0.1919) loss_rec_all: 0.2038 (0.2179) loss_rec_sfr: 0.2627 (0.2796) loss_cl: -0.2790 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [11:21:55.319377] Epoch: [269] [1640/2904] eta: 0:15:57 lr: 0.001899 loss: 0.1830 (0.1920) loss_rec_all: 0.2093 (0.2179) loss_rec_sfr: 0.2763 (0.2799) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [11:22:10.235685] Epoch: [269] [1660/2904] eta: 0:15:42 lr: 0.001899 loss: 0.1793 (0.1920) loss_rec_all: 0.2054 (0.2179) loss_rec_sfr: 0.2587 (0.2799) loss_cl: -0.2793 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [11:22:25.145653] Epoch: [269] [1680/2904] eta: 0:15:26 lr: 0.001899 loss: 0.1786 (0.1919) loss_rec_all: 0.2051 (0.2178) loss_rec_sfr: 0.2670 (0.2798) loss_cl: -0.2792 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [11:22:40.059970] Epoch: [269] [1700/2904] eta: 0:15:11 lr: 0.001899 loss: 0.1838 (0.1920) loss_rec_all: 0.2102 (0.2179) loss_rec_sfr: 0.2700 (0.2801) loss_cl: -0.2790 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [11:22:54.976291] Epoch: [269] [1720/2904] eta: 0:14:56 lr: 0.001899 loss: 0.1797 (0.1919) loss_rec_all: 0.2059 (0.2179) loss_rec_sfr: 0.2694 (0.2800) loss_cl: -0.2793 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [11:23:09.886689] Epoch: [269] [1740/2904] eta: 0:14:40 lr: 0.001899 loss: 0.1830 (0.1920) loss_rec_all: 0.2092 (0.2179) loss_rec_sfr: 0.2755 (0.2803) loss_cl: -0.2784 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [11:23:24.793830] Epoch: [269] [1760/2904] eta: 0:14:25 lr: 0.001899 loss: 0.1817 (0.1919) loss_rec_all: 0.2078 (0.2178) loss_rec_sfr: 0.2271 (0.2799) loss_cl: -0.2789 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [11:23:39.705666] Epoch: [269] [1780/2904] eta: 0:14:10 lr: 0.001899 loss: 0.1803 (0.1919) loss_rec_all: 0.2063 (0.2178) loss_rec_sfr: 0.2609 (0.2797) loss_cl: -0.2786 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [11:23:54.611181] Epoch: [269] [1800/2904] eta: 0:13:55 lr: 0.001899 loss: 0.1810 (0.1918) loss_rec_all: 0.2071 (0.2178) loss_rec_sfr: 0.2643 (0.2796) loss_cl: -0.2790 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [11:24:09.520400] Epoch: [269] [1820/2904] eta: 0:13:39 lr: 0.001899 loss: 0.1855 (0.1919) loss_rec_all: 0.2118 (0.2178) loss_rec_sfr: 0.2559 (0.2797) loss_cl: -0.2790 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [11:24:24.432903] Epoch: [269] [1840/2904] eta: 0:13:24 lr: 0.001899 loss: 0.1790 (0.1917) loss_rec_all: 0.2053 (0.2177) loss_rec_sfr: 0.2626 (0.2793) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [11:24:39.344692] Epoch: [269] [1860/2904] eta: 0:13:09 lr: 0.001899 loss: 0.1827 (0.1917) loss_rec_all: 0.2087 (0.2176) loss_rec_sfr: 0.2648 (0.2792) loss_cl: -0.2780 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [11:24:54.257391] Epoch: [269] [1880/2904] eta: 0:12:54 lr: 0.001899 loss: 0.1829 (0.1917) loss_rec_all: 0.2092 (0.2176) loss_rec_sfr: 0.2599 (0.2791) loss_cl: -0.2793 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [11:25:09.166783] Epoch: [269] [1900/2904] eta: 0:12:38 lr: 0.001899 loss: 0.1807 (0.1917) loss_rec_all: 0.2068 (0.2176) loss_rec_sfr: 0.2655 (0.2792) loss_cl: -0.2798 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [11:25:24.073909] Epoch: [269] [1920/2904] eta: 0:12:23 lr: 0.001899 loss: 0.1818 (0.1917) loss_rec_all: 0.2079 (0.2176) loss_rec_sfr: 0.2333 (0.2792) loss_cl: -0.2798 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [11:25:38.984144] Epoch: [269] [1940/2904] eta: 0:12:08 lr: 0.001899 loss: 0.1803 (0.1916) loss_rec_all: 0.2064 (0.2175) loss_rec_sfr: 0.2573 (0.2789) loss_cl: -0.2791 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [11:25:53.891524] Epoch: [269] [1960/2904] eta: 0:11:53 lr: 0.001899 loss: 0.1807 (0.1915) loss_rec_all: 0.2070 (0.2174) loss_rec_sfr: 0.2585 (0.2787) loss_cl: -0.2791 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [11:26:08.804885] Epoch: [269] [1980/2904] eta: 0:11:37 lr: 0.001899 loss: 0.1792 (0.1915) loss_rec_all: 0.2056 (0.2174) loss_rec_sfr: 0.2558 (0.2786) loss_cl: -0.2789 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [11:26:23.722155] Epoch: [269] [2000/2904] eta: 0:11:22 lr: 0.001899 loss: 0.1836 (0.1914) loss_rec_all: 0.2095 (0.2173) loss_rec_sfr: 0.2340 (0.2782) loss_cl: -0.2787 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [11:26:38.635232] Epoch: [269] [2020/2904] eta: 0:11:07 lr: 0.001899 loss: 0.1820 (0.1914) loss_rec_all: 0.2079 (0.2173) loss_rec_sfr: 0.2623 (0.2783) loss_cl: -0.2792 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [11:26:53.538655] Epoch: [269] [2040/2904] eta: 0:10:52 lr: 0.001898 loss: 0.1875 (0.1915) loss_rec_all: 0.2135 (0.2174) loss_rec_sfr: 0.2685 (0.2787) loss_cl: -0.2792 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [11:27:08.442726] Epoch: [269] [2060/2904] eta: 0:10:37 lr: 0.001898 loss: 0.1832 (0.1915) loss_rec_all: 0.2094 (0.2174) loss_rec_sfr: 0.2457 (0.2786) loss_cl: -0.2798 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [11:27:23.351372] Epoch: [269] [2080/2904] eta: 0:10:22 lr: 0.001898 loss: 0.1812 (0.1915) loss_rec_all: 0.2070 (0.2174) loss_rec_sfr: 0.2822 (0.2788) loss_cl: -0.2793 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [11:27:38.256341] Epoch: [269] [2100/2904] eta: 0:10:06 lr: 0.001898 loss: 0.1868 (0.1915) loss_rec_all: 0.2129 (0.2175) loss_rec_sfr: 0.2721 (0.2790) loss_cl: -0.2785 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [11:27:53.165123] Epoch: [269] [2120/2904] eta: 0:09:51 lr: 0.001898 loss: 0.1857 (0.1917) loss_rec_all: 0.2116 (0.2176) loss_rec_sfr: 0.2737 (0.2794) loss_cl: -0.2792 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [11:28:08.077149] Epoch: [269] [2140/2904] eta: 0:09:36 lr: 0.001898 loss: 0.1827 (0.1917) loss_rec_all: 0.2086 (0.2176) loss_rec_sfr: 0.2650 (0.2795) loss_cl: -0.2790 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [11:28:22.988582] Epoch: [269] [2160/2904] eta: 0:09:21 lr: 0.001898 loss: 0.1790 (0.1917) loss_rec_all: 0.2050 (0.2176) loss_rec_sfr: 0.2545 (0.2796) loss_cl: -0.2787 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [11:28:37.888711] Epoch: [269] [2180/2904] eta: 0:09:06 lr: 0.001898 loss: 0.1795 (0.1916) loss_rec_all: 0.2056 (0.2176) loss_rec_sfr: 0.2666 (0.2793) loss_cl: -0.2784 (-0.2789) time: 0.7450 data: 0.0002 max mem: 29860 [11:28:52.792854] Epoch: [269] [2200/2904] eta: 0:08:51 lr: 0.001898 loss: 0.1863 (0.1916) loss_rec_all: 0.2122 (0.2176) loss_rec_sfr: 0.2617 (0.2793) loss_cl: -0.2780 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [11:29:07.700395] Epoch: [269] [2220/2904] eta: 0:08:35 lr: 0.001898 loss: 0.1847 (0.1916) loss_rec_all: 0.2107 (0.2176) loss_rec_sfr: 0.2681 (0.2793) loss_cl: -0.2779 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [11:29:22.610192] Epoch: [269] [2240/2904] eta: 0:08:20 lr: 0.001898 loss: 0.1898 (0.1917) loss_rec_all: 0.2156 (0.2176) loss_rec_sfr: 0.2700 (0.2796) loss_cl: -0.2787 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [11:29:37.523996] Epoch: [269] [2260/2904] eta: 0:08:05 lr: 0.001898 loss: 0.1815 (0.1918) loss_rec_all: 0.2078 (0.2177) loss_rec_sfr: 0.2594 (0.2797) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [11:29:52.435990] Epoch: [269] [2280/2904] eta: 0:07:50 lr: 0.001898 loss: 0.1804 (0.1917) loss_rec_all: 0.2068 (0.2177) loss_rec_sfr: 0.2497 (0.2795) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [11:30:07.345289] Epoch: [269] [2300/2904] eta: 0:07:35 lr: 0.001898 loss: 0.1807 (0.1917) loss_rec_all: 0.2073 (0.2176) loss_rec_sfr: 0.2661 (0.2795) loss_cl: -0.2787 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [11:30:22.253896] Epoch: [269] [2320/2904] eta: 0:07:20 lr: 0.001898 loss: 0.1800 (0.1917) loss_rec_all: 0.2060 (0.2176) loss_rec_sfr: 0.2289 (0.2792) loss_cl: -0.2792 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [11:30:37.159353] Epoch: [269] [2340/2904] eta: 0:07:05 lr: 0.001898 loss: 0.1874 (0.1918) loss_rec_all: 0.2132 (0.2177) loss_rec_sfr: 0.2682 (0.2796) loss_cl: -0.2791 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [11:30:52.062710] Epoch: [269] [2360/2904] eta: 0:06:50 lr: 0.001898 loss: 0.1812 (0.1918) loss_rec_all: 0.2071 (0.2177) loss_rec_sfr: 0.2677 (0.2796) loss_cl: -0.2777 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [11:31:06.969192] Epoch: [269] [2380/2904] eta: 0:06:34 lr: 0.001898 loss: 0.1828 (0.1918) loss_rec_all: 0.2086 (0.2177) loss_rec_sfr: 0.2763 (0.2798) loss_cl: -0.2779 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [11:31:21.875823] Epoch: [269] [2400/2904] eta: 0:06:19 lr: 0.001898 loss: 0.1829 (0.1917) loss_rec_all: 0.2093 (0.2177) loss_rec_sfr: 0.2602 (0.2795) loss_cl: -0.2792 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [11:31:36.778880] Epoch: [269] [2420/2904] eta: 0:06:04 lr: 0.001898 loss: 0.1804 (0.1917) loss_rec_all: 0.2067 (0.2177) loss_rec_sfr: 0.2558 (0.2794) loss_cl: -0.2791 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [11:31:51.686830] Epoch: [269] [2440/2904] eta: 0:05:49 lr: 0.001898 loss: 0.1870 (0.1918) loss_rec_all: 0.2130 (0.2177) loss_rec_sfr: 0.2746 (0.2797) loss_cl: -0.2796 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [11:32:06.603423] Epoch: [269] [2460/2904] eta: 0:05:34 lr: 0.001898 loss: 0.1855 (0.1919) loss_rec_all: 0.2115 (0.2178) loss_rec_sfr: 0.2693 (0.2799) loss_cl: -0.2780 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [11:32:21.520076] Epoch: [269] [2480/2904] eta: 0:05:19 lr: 0.001898 loss: 0.1809 (0.1918) loss_rec_all: 0.2068 (0.2177) loss_rec_sfr: 0.2464 (0.2797) loss_cl: -0.2779 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [11:32:36.432587] Epoch: [269] [2500/2904] eta: 0:05:04 lr: 0.001898 loss: 0.1809 (0.1918) loss_rec_all: 0.2068 (0.2178) loss_rec_sfr: 0.2658 (0.2798) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [11:32:51.340932] Epoch: [269] [2520/2904] eta: 0:04:49 lr: 0.001898 loss: 0.1800 (0.1918) loss_rec_all: 0.2061 (0.2178) loss_rec_sfr: 0.2647 (0.2799) loss_cl: -0.2794 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [11:33:06.257184] Epoch: [269] [2540/2904] eta: 0:04:34 lr: 0.001898 loss: 0.1818 (0.1918) loss_rec_all: 0.2082 (0.2178) loss_rec_sfr: 0.2680 (0.2799) loss_cl: -0.2779 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [11:33:21.170660] Epoch: [269] [2560/2904] eta: 0:04:19 lr: 0.001898 loss: 0.1838 (0.1918) loss_rec_all: 0.2096 (0.2178) loss_rec_sfr: 0.2682 (0.2798) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [11:33:36.080851] Epoch: [269] [2580/2904] eta: 0:04:03 lr: 0.001898 loss: 0.1802 (0.1919) loss_rec_all: 0.2063 (0.2178) loss_rec_sfr: 0.2624 (0.2799) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [11:33:50.985840] Epoch: [269] [2600/2904] eta: 0:03:48 lr: 0.001898 loss: 0.1817 (0.1918) loss_rec_all: 0.2083 (0.2178) loss_rec_sfr: 0.2580 (0.2798) loss_cl: -0.2792 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [11:34:05.896508] Epoch: [269] [2620/2904] eta: 0:03:33 lr: 0.001898 loss: 0.1855 (0.1918) loss_rec_all: 0.2118 (0.2178) loss_rec_sfr: 0.2534 (0.2798) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [11:34:20.808966] Epoch: [269] [2640/2904] eta: 0:03:18 lr: 0.001898 loss: 0.1830 (0.1919) loss_rec_all: 0.2089 (0.2178) loss_rec_sfr: 0.2703 (0.2799) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [11:34:35.723062] Epoch: [269] [2660/2904] eta: 0:03:03 lr: 0.001898 loss: 0.1839 (0.1920) loss_rec_all: 0.2096 (0.2179) loss_rec_sfr: 0.2754 (0.2803) loss_cl: -0.2779 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [11:34:50.639274] Epoch: [269] [2680/2904] eta: 0:02:48 lr: 0.001898 loss: 0.1825 (0.1920) loss_rec_all: 0.2085 (0.2179) loss_rec_sfr: 0.2789 (0.2806) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [11:35:05.548587] Epoch: [269] [2700/2904] eta: 0:02:33 lr: 0.001898 loss: 0.1841 (0.1921) loss_rec_all: 0.2102 (0.2180) loss_rec_sfr: 0.2694 (0.2807) loss_cl: -0.2799 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [11:35:20.455438] Epoch: [269] [2720/2904] eta: 0:02:18 lr: 0.001898 loss: 0.1808 (0.1921) loss_rec_all: 0.2071 (0.2180) loss_rec_sfr: 0.2430 (0.2807) loss_cl: -0.2787 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [11:35:35.363137] Epoch: [269] [2740/2904] eta: 0:02:03 lr: 0.001898 loss: 0.1818 (0.1922) loss_rec_all: 0.2077 (0.2181) loss_rec_sfr: 0.2651 (0.2809) loss_cl: -0.2789 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [11:35:50.271071] Epoch: [269] [2760/2904] eta: 0:01:48 lr: 0.001897 loss: 0.1811 (0.1922) loss_rec_all: 0.2074 (0.2181) loss_rec_sfr: 0.2618 (0.2810) loss_cl: -0.2783 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [11:36:05.180092] Epoch: [269] [2780/2904] eta: 0:01:33 lr: 0.001897 loss: 0.1857 (0.1922) loss_rec_all: 0.2120 (0.2181) loss_rec_sfr: 0.2697 (0.2810) loss_cl: -0.2791 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [11:36:20.082622] Epoch: [269] [2800/2904] eta: 0:01:18 lr: 0.001897 loss: 0.1862 (0.1922) loss_rec_all: 0.2122 (0.2181) loss_rec_sfr: 0.2624 (0.2810) loss_cl: -0.2790 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [11:36:34.988855] Epoch: [269] [2820/2904] eta: 0:01:03 lr: 0.001897 loss: 0.1850 (0.1923) loss_rec_all: 0.2110 (0.2182) loss_rec_sfr: 0.2659 (0.2812) loss_cl: -0.2784 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [11:36:49.958475] Epoch: [269] [2840/2904] eta: 0:00:48 lr: 0.001897 loss: 0.1874 (0.1923) loss_rec_all: 0.2135 (0.2183) loss_rec_sfr: 0.2652 (0.2815) loss_cl: -0.2786 (-0.2788) time: 0.7484 data: 0.0025 max mem: 29860 [11:37:04.851161] Epoch: [269] [2860/2904] eta: 0:00:33 lr: 0.001897 loss: 0.1791 (0.1924) loss_rec_all: 0.2051 (0.2183) loss_rec_sfr: 0.2617 (0.2816) loss_cl: -0.2791 (-0.2788) time: 0.7446 data: 0.0001 max mem: 29860 [11:37:19.745117] Epoch: [269] [2880/2904] eta: 0:00:18 lr: 0.001897 loss: 0.1786 (0.1923) loss_rec_all: 0.2049 (0.2183) loss_rec_sfr: 0.2654 (0.2815) loss_cl: -0.2790 (-0.2788) time: 0.7447 data: 0.0001 max mem: 29860 [11:37:34.637710] Epoch: [269] [2900/2904] eta: 0:00:03 lr: 0.001897 loss: 0.1817 (0.1923) loss_rec_all: 0.2078 (0.2182) loss_rec_sfr: 0.2703 (0.2816) loss_cl: -0.2786 (-0.2788) time: 0.7446 data: 0.0001 max mem: 29860 [11:37:36.876798] Epoch: [269] [2903/2904] eta: 0:00:00 lr: 0.001897 loss: 0.1789 (0.1923) loss_rec_all: 0.2047 (0.2183) loss_rec_sfr: 0.2697 (0.2816) loss_cl: -0.2784 (-0.2788) time: 0.7445 data: 0.0001 max mem: 29860 [11:37:39.001743] Epoch: [269] Total time: 0:36:26 (0.7530 s / it) [11:37:39.002730] Averaged stats: lr: 0.001897 loss: 0.1789 (0.1948) loss_rec_all: 0.2047 (0.2184) loss_rec_sfr: 0.2697 (0.2820) loss_cl: -0.2784 (-0.2556) [11:37:39.007962] log_dir: ./checkpoint/VF2_ViT-B [11:37:57.683815] Epoch: [270] [ 0/2904] eta: 15:03:52 lr: 0.001897 loss: 0.1868 (0.1868) loss_rec_all: 0.2129 (0.2129) loss_rec_sfr: 0.2514 (0.2514) loss_cl: -0.2789 (-0.2789) time: 18.6752 data: 15.6362 max mem: 29860 [11:38:13.915011] Epoch: [270] [ 20/2904] eta: 1:19:53 lr: 0.001897 loss: 0.1798 (0.1893) loss_rec_all: 0.2058 (0.2154) loss_rec_sfr: 0.2591 (0.2615) loss_cl: -0.2796 (-0.2794) time: 0.8115 data: 0.0676 max mem: 29860 [11:38:28.791068] Epoch: [270] [ 40/2904] eta: 0:57:57 lr: 0.001897 loss: 0.1818 (0.1870) loss_rec_all: 0.2079 (0.2131) loss_rec_sfr: 0.2547 (0.2570) loss_cl: -0.2791 (-0.2792) time: 0.7438 data: 0.0002 max mem: 29860 [11:38:43.687884] Epoch: [270] [ 60/2904] eta: 0:50:15 lr: 0.001897 loss: 0.1833 (0.1883) loss_rec_all: 0.2097 (0.2144) loss_rec_sfr: 0.2676 (0.2641) loss_cl: -0.2785 (-0.2790) time: 0.7448 data: 0.0002 max mem: 29860 [11:38:58.577563] Epoch: [270] [ 80/2904] eta: 0:46:13 lr: 0.001897 loss: 0.1794 (0.1872) loss_rec_all: 0.2054 (0.2132) loss_rec_sfr: 0.2603 (0.2623) loss_cl: -0.2786 (-0.2789) time: 0.7444 data: 0.0002 max mem: 29860 [11:39:13.504577] Epoch: [270] [ 100/2904] eta: 0:43:43 lr: 0.001897 loss: 0.1847 (0.1898) loss_rec_all: 0.2105 (0.2158) loss_rec_sfr: 0.2645 (0.2719) loss_cl: -0.2788 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [11:39:28.430047] Epoch: [270] [ 120/2904] eta: 0:41:57 lr: 0.001897 loss: 0.1828 (0.1904) loss_rec_all: 0.2086 (0.2163) loss_rec_sfr: 0.2671 (0.2750) loss_cl: -0.2789 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [11:39:43.344240] Epoch: [270] [ 140/2904] eta: 0:40:37 lr: 0.001897 loss: 0.1814 (0.1903) loss_rec_all: 0.2078 (0.2163) loss_rec_sfr: 0.2601 (0.2755) loss_cl: -0.2793 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [11:39:58.260787] Epoch: [270] [ 160/2904] eta: 0:39:33 lr: 0.001897 loss: 0.1805 (0.1900) loss_rec_all: 0.2064 (0.2159) loss_rec_sfr: 0.2632 (0.2741) loss_cl: -0.2789 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [11:40:13.173586] Epoch: [270] [ 180/2904] eta: 0:38:40 lr: 0.001897 loss: 0.1799 (0.1903) loss_rec_all: 0.2060 (0.2163) loss_rec_sfr: 0.2637 (0.2759) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [11:40:28.105452] Epoch: [270] [ 200/2904] eta: 0:37:54 lr: 0.001897 loss: 0.1830 (0.1910) loss_rec_all: 0.2089 (0.2170) loss_rec_sfr: 0.2660 (0.2779) loss_cl: -0.2789 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [11:40:43.026283] Epoch: [270] [ 220/2904] eta: 0:37:14 lr: 0.001897 loss: 0.1782 (0.1912) loss_rec_all: 0.2042 (0.2171) loss_rec_sfr: 0.2657 (0.2787) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [11:40:57.941258] Epoch: [270] [ 240/2904] eta: 0:36:38 lr: 0.001897 loss: 0.1825 (0.1916) loss_rec_all: 0.2086 (0.2175) loss_rec_sfr: 0.2697 (0.2802) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [11:41:12.860164] Epoch: [270] [ 260/2904] eta: 0:36:06 lr: 0.001897 loss: 0.1832 (0.1916) loss_rec_all: 0.2094 (0.2175) loss_rec_sfr: 0.2571 (0.2799) loss_cl: -0.2798 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [11:41:27.772665] Epoch: [270] [ 280/2904] eta: 0:35:36 lr: 0.001897 loss: 0.1783 (0.1915) loss_rec_all: 0.2042 (0.2174) loss_rec_sfr: 0.2582 (0.2799) loss_cl: -0.2796 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [11:41:42.694738] Epoch: [270] [ 300/2904] eta: 0:35:08 lr: 0.001897 loss: 0.1899 (0.1922) loss_rec_all: 0.2162 (0.2181) loss_rec_sfr: 0.2628 (0.2813) loss_cl: -0.2783 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [11:41:57.624189] Epoch: [270] [ 320/2904] eta: 0:34:41 lr: 0.001897 loss: 0.1846 (0.1929) loss_rec_all: 0.2106 (0.2188) loss_rec_sfr: 0.2708 (0.2838) loss_cl: -0.2791 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [11:42:12.542343] Epoch: [270] [ 340/2904] eta: 0:34:16 lr: 0.001897 loss: 0.1834 (0.1927) loss_rec_all: 0.2092 (0.2186) loss_rec_sfr: 0.2606 (0.2831) loss_cl: -0.2793 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [11:42:27.471144] Epoch: [270] [ 360/2904] eta: 0:33:52 lr: 0.001897 loss: 0.1813 (0.1926) loss_rec_all: 0.2081 (0.2185) loss_rec_sfr: 0.2311 (0.2825) loss_cl: -0.2799 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [11:42:42.376405] Epoch: [270] [ 380/2904] eta: 0:33:29 lr: 0.001897 loss: 0.1852 (0.1930) loss_rec_all: 0.2114 (0.2189) loss_rec_sfr: 0.2679 (0.2840) loss_cl: -0.2787 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [11:42:57.287986] Epoch: [270] [ 400/2904] eta: 0:33:07 lr: 0.001897 loss: 0.1830 (0.1931) loss_rec_all: 0.2090 (0.2190) loss_rec_sfr: 0.2603 (0.2842) loss_cl: -0.2785 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [11:43:12.201635] Epoch: [270] [ 420/2904] eta: 0:32:45 lr: 0.001897 loss: 0.1825 (0.1929) loss_rec_all: 0.2087 (0.2188) loss_rec_sfr: 0.2340 (0.2825) loss_cl: -0.2780 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [11:43:27.122598] Epoch: [270] [ 440/2904] eta: 0:32:24 lr: 0.001897 loss: 0.1835 (0.1931) loss_rec_all: 0.2092 (0.2190) loss_rec_sfr: 0.2615 (0.2833) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [11:43:42.037978] Epoch: [270] [ 460/2904] eta: 0:32:04 lr: 0.001897 loss: 0.1781 (0.1927) loss_rec_all: 0.2047 (0.2186) loss_rec_sfr: 0.2206 (0.2820) loss_cl: -0.2793 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [11:43:56.946965] Epoch: [270] [ 480/2904] eta: 0:31:44 lr: 0.001897 loss: 0.1804 (0.1924) loss_rec_all: 0.2063 (0.2183) loss_rec_sfr: 0.2622 (0.2812) loss_cl: -0.2795 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [11:44:11.853978] Epoch: [270] [ 500/2904] eta: 0:31:24 lr: 0.001897 loss: 0.1797 (0.1920) loss_rec_all: 0.2063 (0.2179) loss_rec_sfr: 0.2605 (0.2800) loss_cl: -0.2794 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [11:44:26.761846] Epoch: [270] [ 520/2904] eta: 0:31:05 lr: 0.001897 loss: 0.1810 (0.1921) loss_rec_all: 0.2067 (0.2180) loss_rec_sfr: 0.2707 (0.2804) loss_cl: -0.2789 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [11:44:41.671897] Epoch: [270] [ 540/2904] eta: 0:30:46 lr: 0.001897 loss: 0.1851 (0.1922) loss_rec_all: 0.2110 (0.2181) loss_rec_sfr: 0.2618 (0.2806) loss_cl: -0.2785 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [11:44:56.583123] Epoch: [270] [ 560/2904] eta: 0:30:28 lr: 0.001897 loss: 0.1833 (0.1920) loss_rec_all: 0.2099 (0.2179) loss_rec_sfr: 0.2600 (0.2800) loss_cl: -0.2788 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [11:45:11.492383] Epoch: [270] [ 580/2904] eta: 0:30:09 lr: 0.001896 loss: 0.1840 (0.1920) loss_rec_all: 0.2107 (0.2179) loss_rec_sfr: 0.2643 (0.2798) loss_cl: -0.2792 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [11:45:26.401266] Epoch: [270] [ 600/2904] eta: 0:29:51 lr: 0.001896 loss: 0.1858 (0.1918) loss_rec_all: 0.2118 (0.2178) loss_rec_sfr: 0.2652 (0.2795) loss_cl: -0.2793 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [11:45:41.313771] Epoch: [270] [ 620/2904] eta: 0:29:33 lr: 0.001896 loss: 0.1785 (0.1917) loss_rec_all: 0.2045 (0.2177) loss_rec_sfr: 0.2706 (0.2798) loss_cl: -0.2782 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [11:45:56.223071] Epoch: [270] [ 640/2904] eta: 0:29:16 lr: 0.001896 loss: 0.1837 (0.1920) loss_rec_all: 0.2095 (0.2179) loss_rec_sfr: 0.2657 (0.2808) loss_cl: -0.2778 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [11:46:11.130987] Epoch: [270] [ 660/2904] eta: 0:28:58 lr: 0.001896 loss: 0.1829 (0.1920) loss_rec_all: 0.2086 (0.2179) loss_rec_sfr: 0.2656 (0.2809) loss_cl: -0.2786 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [11:46:26.034083] Epoch: [270] [ 680/2904] eta: 0:28:41 lr: 0.001896 loss: 0.1833 (0.1918) loss_rec_all: 0.2096 (0.2177) loss_rec_sfr: 0.2524 (0.2804) loss_cl: -0.2803 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [11:46:40.953484] Epoch: [270] [ 700/2904] eta: 0:28:23 lr: 0.001896 loss: 0.1900 (0.1921) loss_rec_all: 0.2162 (0.2180) loss_rec_sfr: 0.2642 (0.2813) loss_cl: -0.2803 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [11:46:55.874698] Epoch: [270] [ 720/2904] eta: 0:28:06 lr: 0.001896 loss: 0.1800 (0.1919) loss_rec_all: 0.2062 (0.2178) loss_rec_sfr: 0.2635 (0.2808) loss_cl: -0.2782 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [11:47:10.786663] Epoch: [270] [ 740/2904] eta: 0:27:49 lr: 0.001896 loss: 0.1861 (0.1921) loss_rec_all: 0.2123 (0.2180) loss_rec_sfr: 0.2708 (0.2816) loss_cl: -0.2779 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [11:47:25.696344] Epoch: [270] [ 760/2904] eta: 0:27:32 lr: 0.001896 loss: 0.1818 (0.1921) loss_rec_all: 0.2083 (0.2180) loss_rec_sfr: 0.2663 (0.2815) loss_cl: -0.2790 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [11:47:40.603323] Epoch: [270] [ 780/2904] eta: 0:27:15 lr: 0.001896 loss: 0.1866 (0.1922) loss_rec_all: 0.2125 (0.2181) loss_rec_sfr: 0.2700 (0.2819) loss_cl: -0.2791 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [11:47:55.514345] Epoch: [270] [ 800/2904] eta: 0:26:59 lr: 0.001896 loss: 0.1816 (0.1921) loss_rec_all: 0.2077 (0.2180) loss_rec_sfr: 0.2303 (0.2814) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [11:48:10.427984] Epoch: [270] [ 820/2904] eta: 0:26:42 lr: 0.001896 loss: 0.1847 (0.1922) loss_rec_all: 0.2106 (0.2182) loss_rec_sfr: 0.2659 (0.2819) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [11:48:25.347456] Epoch: [270] [ 840/2904] eta: 0:26:26 lr: 0.001896 loss: 0.1817 (0.1924) loss_rec_all: 0.2080 (0.2183) loss_rec_sfr: 0.2525 (0.2821) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [11:48:40.262767] Epoch: [270] [ 860/2904] eta: 0:26:09 lr: 0.001896 loss: 0.1780 (0.1923) loss_rec_all: 0.2041 (0.2182) loss_rec_sfr: 0.2661 (0.2819) loss_cl: -0.2797 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [11:48:55.171362] Epoch: [270] [ 880/2904] eta: 0:25:53 lr: 0.001896 loss: 0.1832 (0.1924) loss_rec_all: 0.2090 (0.2183) loss_rec_sfr: 0.2732 (0.2823) loss_cl: -0.2794 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [11:49:10.092127] Epoch: [270] [ 900/2904] eta: 0:25:37 lr: 0.001896 loss: 0.1833 (0.1923) loss_rec_all: 0.2092 (0.2182) loss_rec_sfr: 0.2616 (0.2821) loss_cl: -0.2791 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [11:49:25.008494] Epoch: [270] [ 920/2904] eta: 0:25:20 lr: 0.001896 loss: 0.1854 (0.1924) loss_rec_all: 0.2114 (0.2183) loss_rec_sfr: 0.2643 (0.2825) loss_cl: -0.2775 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [11:49:39.927748] Epoch: [270] [ 940/2904] eta: 0:25:04 lr: 0.001896 loss: 0.1826 (0.1923) loss_rec_all: 0.2087 (0.2182) loss_rec_sfr: 0.2612 (0.2820) loss_cl: -0.2782 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [11:49:54.843406] Epoch: [270] [ 960/2904] eta: 0:24:48 lr: 0.001896 loss: 0.1823 (0.1924) loss_rec_all: 0.2086 (0.2183) loss_rec_sfr: 0.2729 (0.2826) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [11:50:09.764417] Epoch: [270] [ 980/2904] eta: 0:24:32 lr: 0.001896 loss: 0.1827 (0.1923) loss_rec_all: 0.2090 (0.2182) loss_rec_sfr: 0.2591 (0.2822) loss_cl: -0.2801 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [11:50:24.685432] Epoch: [270] [1000/2904] eta: 0:24:16 lr: 0.001896 loss: 0.1772 (0.1921) loss_rec_all: 0.2034 (0.2180) loss_rec_sfr: 0.2641 (0.2820) loss_cl: -0.2807 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [11:50:39.597736] Epoch: [270] [1020/2904] eta: 0:24:00 lr: 0.001896 loss: 0.1799 (0.1920) loss_rec_all: 0.2065 (0.2179) loss_rec_sfr: 0.2644 (0.2816) loss_cl: -0.2789 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [11:50:54.510028] Epoch: [270] [1040/2904] eta: 0:23:44 lr: 0.001896 loss: 0.1901 (0.1922) loss_rec_all: 0.2160 (0.2181) loss_rec_sfr: 0.2646 (0.2824) loss_cl: -0.2774 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [11:51:09.425275] Epoch: [270] [1060/2904] eta: 0:23:28 lr: 0.001896 loss: 0.1814 (0.1924) loss_rec_all: 0.2074 (0.2183) loss_rec_sfr: 0.2754 (0.2832) loss_cl: -0.2780 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [11:51:24.333678] Epoch: [270] [1080/2904] eta: 0:23:12 lr: 0.001896 loss: 0.1789 (0.1923) loss_rec_all: 0.2055 (0.2182) loss_rec_sfr: 0.2250 (0.2828) loss_cl: -0.2789 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [11:51:39.243890] Epoch: [270] [1100/2904] eta: 0:22:56 lr: 0.001896 loss: 0.1873 (0.1924) loss_rec_all: 0.2137 (0.2183) loss_rec_sfr: 0.2654 (0.2830) loss_cl: -0.2791 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [11:51:54.154698] Epoch: [270] [1120/2904] eta: 0:22:40 lr: 0.001896 loss: 0.1829 (0.1924) loss_rec_all: 0.2091 (0.2183) loss_rec_sfr: 0.2608 (0.2831) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [11:52:09.064217] Epoch: [270] [1140/2904] eta: 0:22:25 lr: 0.001896 loss: 0.1854 (0.1926) loss_rec_all: 0.2112 (0.2185) loss_rec_sfr: 0.2761 (0.2838) loss_cl: -0.2790 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [11:52:23.979578] Epoch: [270] [1160/2904] eta: 0:22:09 lr: 0.001896 loss: 0.1847 (0.1926) loss_rec_all: 0.2108 (0.2185) loss_rec_sfr: 0.2681 (0.2837) loss_cl: -0.2798 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [11:52:38.893739] Epoch: [270] [1180/2904] eta: 0:21:53 lr: 0.001896 loss: 0.1797 (0.1925) loss_rec_all: 0.2063 (0.2184) loss_rec_sfr: 0.2537 (0.2833) loss_cl: -0.2795 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [11:52:53.802513] Epoch: [270] [1200/2904] eta: 0:21:37 lr: 0.001896 loss: 0.1820 (0.1924) loss_rec_all: 0.2077 (0.2183) loss_rec_sfr: 0.2592 (0.2829) loss_cl: -0.2787 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [11:53:08.709931] Epoch: [270] [1220/2904] eta: 0:21:22 lr: 0.001896 loss: 0.1812 (0.1923) loss_rec_all: 0.2075 (0.2182) loss_rec_sfr: 0.2322 (0.2826) loss_cl: -0.2780 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [11:53:23.624031] Epoch: [270] [1240/2904] eta: 0:21:06 lr: 0.001896 loss: 0.1817 (0.1924) loss_rec_all: 0.2076 (0.2183) loss_rec_sfr: 0.2668 (0.2829) loss_cl: -0.2789 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [11:53:38.568096] Epoch: [270] [1260/2904] eta: 0:20:50 lr: 0.001896 loss: 0.1848 (0.1924) loss_rec_all: 0.2111 (0.2183) loss_rec_sfr: 0.2604 (0.2828) loss_cl: -0.2796 (-0.2789) time: 0.7472 data: 0.0002 max mem: 29860 [11:53:53.480894] Epoch: [270] [1280/2904] eta: 0:20:35 lr: 0.001896 loss: 0.1822 (0.1924) loss_rec_all: 0.2088 (0.2183) loss_rec_sfr: 0.2536 (0.2825) loss_cl: -0.2792 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [11:54:08.396273] Epoch: [270] [1300/2904] eta: 0:20:19 lr: 0.001895 loss: 0.1858 (0.1924) loss_rec_all: 0.2117 (0.2183) loss_rec_sfr: 0.2702 (0.2827) loss_cl: -0.2786 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [11:54:23.313995] Epoch: [270] [1320/2904] eta: 0:20:04 lr: 0.001895 loss: 0.1799 (0.1923) loss_rec_all: 0.2057 (0.2182) loss_rec_sfr: 0.2631 (0.2824) loss_cl: -0.2783 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [11:54:38.235811] Epoch: [270] [1340/2904] eta: 0:19:48 lr: 0.001895 loss: 0.1795 (0.1923) loss_rec_all: 0.2061 (0.2182) loss_rec_sfr: 0.2298 (0.2822) loss_cl: -0.2793 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [11:54:53.170262] Epoch: [270] [1360/2904] eta: 0:19:33 lr: 0.001895 loss: 0.1819 (0.1922) loss_rec_all: 0.2076 (0.2181) loss_rec_sfr: 0.2275 (0.2818) loss_cl: -0.2794 (-0.2789) time: 0.7467 data: 0.0002 max mem: 29860 [11:55:08.117399] Epoch: [270] [1380/2904] eta: 0:19:17 lr: 0.001895 loss: 0.1846 (0.1922) loss_rec_all: 0.2110 (0.2181) loss_rec_sfr: 0.2622 (0.2818) loss_cl: -0.2784 (-0.2789) time: 0.7473 data: 0.0002 max mem: 29860 [11:55:23.055408] Epoch: [270] [1400/2904] eta: 0:19:02 lr: 0.001895 loss: 0.1798 (0.1921) loss_rec_all: 0.2062 (0.2181) loss_rec_sfr: 0.2629 (0.2814) loss_cl: -0.2782 (-0.2788) time: 0.7469 data: 0.0002 max mem: 29860 [11:55:37.988010] Epoch: [270] [1420/2904] eta: 0:18:46 lr: 0.001895 loss: 0.1813 (0.1921) loss_rec_all: 0.2076 (0.2180) loss_rec_sfr: 0.2355 (0.2811) loss_cl: -0.2787 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [11:55:52.920228] Epoch: [270] [1440/2904] eta: 0:18:31 lr: 0.001895 loss: 0.1809 (0.1922) loss_rec_all: 0.2069 (0.2181) loss_rec_sfr: 0.2744 (0.2817) loss_cl: -0.2781 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [11:56:07.843122] Epoch: [270] [1460/2904] eta: 0:18:15 lr: 0.001895 loss: 0.1850 (0.1922) loss_rec_all: 0.2114 (0.2182) loss_rec_sfr: 0.2577 (0.2816) loss_cl: -0.2795 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [11:56:22.766003] Epoch: [270] [1480/2904] eta: 0:18:00 lr: 0.001895 loss: 0.1840 (0.1923) loss_rec_all: 0.2104 (0.2182) loss_rec_sfr: 0.2237 (0.2816) loss_cl: -0.2791 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [11:56:37.688340] Epoch: [270] [1500/2904] eta: 0:17:45 lr: 0.001895 loss: 0.1844 (0.1923) loss_rec_all: 0.2105 (0.2182) loss_rec_sfr: 0.2267 (0.2814) loss_cl: -0.2783 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [11:56:52.616654] Epoch: [270] [1520/2904] eta: 0:17:29 lr: 0.001895 loss: 0.1940 (0.1925) loss_rec_all: 0.2202 (0.2184) loss_rec_sfr: 0.2669 (0.2820) loss_cl: -0.2775 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [11:57:07.537260] Epoch: [270] [1540/2904] eta: 0:17:14 lr: 0.001895 loss: 0.1812 (0.1925) loss_rec_all: 0.2077 (0.2184) loss_rec_sfr: 0.2570 (0.2819) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [11:57:22.474756] Epoch: [270] [1560/2904] eta: 0:16:58 lr: 0.001895 loss: 0.1840 (0.1925) loss_rec_all: 0.2100 (0.2184) loss_rec_sfr: 0.2680 (0.2819) loss_cl: -0.2794 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [11:57:37.400492] Epoch: [270] [1580/2904] eta: 0:16:43 lr: 0.001895 loss: 0.1823 (0.1925) loss_rec_all: 0.2087 (0.2184) loss_rec_sfr: 0.2579 (0.2818) loss_cl: -0.2785 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [11:57:52.322339] Epoch: [270] [1600/2904] eta: 0:16:28 lr: 0.001895 loss: 0.1862 (0.1927) loss_rec_all: 0.2119 (0.2186) loss_rec_sfr: 0.2781 (0.2823) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [11:58:07.254114] Epoch: [270] [1620/2904] eta: 0:16:12 lr: 0.001895 loss: 0.1822 (0.1925) loss_rec_all: 0.2084 (0.2184) loss_rec_sfr: 0.2308 (0.2817) loss_cl: -0.2792 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [11:58:22.188253] Epoch: [270] [1640/2904] eta: 0:15:57 lr: 0.001895 loss: 0.1843 (0.1926) loss_rec_all: 0.2103 (0.2185) loss_rec_sfr: 0.2695 (0.2820) loss_cl: -0.2788 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [11:58:37.126321] Epoch: [270] [1660/2904] eta: 0:15:42 lr: 0.001895 loss: 0.1843 (0.1927) loss_rec_all: 0.2104 (0.2186) loss_rec_sfr: 0.2578 (0.2821) loss_cl: -0.2791 (-0.2788) time: 0.7469 data: 0.0002 max mem: 29860 [11:58:52.062413] Epoch: [270] [1680/2904] eta: 0:15:26 lr: 0.001895 loss: 0.1886 (0.1928) loss_rec_all: 0.2146 (0.2187) loss_rec_sfr: 0.2740 (0.2827) loss_cl: -0.2788 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [11:59:06.986992] Epoch: [270] [1700/2904] eta: 0:15:11 lr: 0.001895 loss: 0.1812 (0.1927) loss_rec_all: 0.2075 (0.2186) loss_rec_sfr: 0.2598 (0.2823) loss_cl: -0.2802 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [11:59:21.909888] Epoch: [270] [1720/2904] eta: 0:14:56 lr: 0.001895 loss: 0.1851 (0.1927) loss_rec_all: 0.2111 (0.2186) loss_rec_sfr: 0.2703 (0.2824) loss_cl: -0.2803 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [11:59:36.830932] Epoch: [270] [1740/2904] eta: 0:14:41 lr: 0.001895 loss: 0.1850 (0.1928) loss_rec_all: 0.2111 (0.2187) loss_rec_sfr: 0.2678 (0.2826) loss_cl: -0.2791 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [11:59:51.763279] Epoch: [270] [1760/2904] eta: 0:14:25 lr: 0.001895 loss: 0.1811 (0.1927) loss_rec_all: 0.2066 (0.2186) loss_rec_sfr: 0.2719 (0.2825) loss_cl: -0.2771 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [12:00:06.697240] Epoch: [270] [1780/2904] eta: 0:14:10 lr: 0.001895 loss: 0.1801 (0.1927) loss_rec_all: 0.2064 (0.2186) loss_rec_sfr: 0.2256 (0.2824) loss_cl: -0.2775 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [12:00:21.630307] Epoch: [270] [1800/2904] eta: 0:13:55 lr: 0.001895 loss: 0.1790 (0.1926) loss_rec_all: 0.2050 (0.2185) loss_rec_sfr: 0.2258 (0.2821) loss_cl: -0.2792 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [12:00:36.558936] Epoch: [270] [1820/2904] eta: 0:13:39 lr: 0.001895 loss: 0.1814 (0.1926) loss_rec_all: 0.2080 (0.2185) loss_rec_sfr: 0.2629 (0.2819) loss_cl: -0.2788 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [12:00:51.482764] Epoch: [270] [1840/2904] eta: 0:13:24 lr: 0.001895 loss: 0.1827 (0.1926) loss_rec_all: 0.2092 (0.2185) loss_rec_sfr: 0.2509 (0.2817) loss_cl: -0.2790 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [12:01:06.408896] Epoch: [270] [1860/2904] eta: 0:13:09 lr: 0.001895 loss: 0.1839 (0.1926) loss_rec_all: 0.2100 (0.2185) loss_rec_sfr: 0.2611 (0.2818) loss_cl: -0.2782 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [12:01:21.330411] Epoch: [270] [1880/2904] eta: 0:12:54 lr: 0.001895 loss: 0.1828 (0.1927) loss_rec_all: 0.2086 (0.2186) loss_rec_sfr: 0.2669 (0.2821) loss_cl: -0.2793 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [12:01:36.253225] Epoch: [270] [1900/2904] eta: 0:12:39 lr: 0.001895 loss: 0.1823 (0.1926) loss_rec_all: 0.2084 (0.2185) loss_rec_sfr: 0.2611 (0.2818) loss_cl: -0.2792 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [12:01:51.321408] Epoch: [270] [1920/2904] eta: 0:12:23 lr: 0.001895 loss: 0.1792 (0.1926) loss_rec_all: 0.2056 (0.2185) loss_rec_sfr: 0.2133 (0.2817) loss_cl: -0.2793 (-0.2788) time: 0.7534 data: 0.0002 max mem: 29860 [12:02:06.242662] Epoch: [270] [1940/2904] eta: 0:12:08 lr: 0.001895 loss: 0.1819 (0.1925) loss_rec_all: 0.2081 (0.2184) loss_rec_sfr: 0.2383 (0.2814) loss_cl: -0.2791 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [12:02:21.168846] Epoch: [270] [1960/2904] eta: 0:11:53 lr: 0.001895 loss: 0.1852 (0.1925) loss_rec_all: 0.2110 (0.2184) loss_rec_sfr: 0.2731 (0.2815) loss_cl: -0.2783 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [12:02:36.086201] Epoch: [270] [1980/2904] eta: 0:11:38 lr: 0.001895 loss: 0.1814 (0.1927) loss_rec_all: 0.2076 (0.2186) loss_rec_sfr: 0.2658 (0.2819) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [12:02:51.008273] Epoch: [270] [2000/2904] eta: 0:11:23 lr: 0.001895 loss: 0.1864 (0.1927) loss_rec_all: 0.2126 (0.2186) loss_rec_sfr: 0.2582 (0.2821) loss_cl: -0.2788 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [12:03:05.928059] Epoch: [270] [2020/2904] eta: 0:11:07 lr: 0.001894 loss: 0.1842 (0.1927) loss_rec_all: 0.2103 (0.2186) loss_rec_sfr: 0.2588 (0.2820) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [12:03:20.843773] Epoch: [270] [2040/2904] eta: 0:10:52 lr: 0.001894 loss: 0.1831 (0.1926) loss_rec_all: 0.2093 (0.2185) loss_rec_sfr: 0.2798 (0.2820) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [12:03:35.758252] Epoch: [270] [2060/2904] eta: 0:10:37 lr: 0.001894 loss: 0.1841 (0.1927) loss_rec_all: 0.2101 (0.2186) loss_rec_sfr: 0.2692 (0.2822) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [12:03:50.675095] Epoch: [270] [2080/2904] eta: 0:10:22 lr: 0.001894 loss: 0.1842 (0.1927) loss_rec_all: 0.2102 (0.2186) loss_rec_sfr: 0.2656 (0.2820) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [12:04:05.598999] Epoch: [270] [2100/2904] eta: 0:10:07 lr: 0.001894 loss: 0.1838 (0.1927) loss_rec_all: 0.2096 (0.2186) loss_rec_sfr: 0.2605 (0.2821) loss_cl: -0.2783 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [12:04:20.517228] Epoch: [270] [2120/2904] eta: 0:09:51 lr: 0.001894 loss: 0.1807 (0.1926) loss_rec_all: 0.2072 (0.2185) loss_rec_sfr: 0.2280 (0.2817) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [12:04:35.439697] Epoch: [270] [2140/2904] eta: 0:09:36 lr: 0.001894 loss: 0.1824 (0.1926) loss_rec_all: 0.2086 (0.2185) loss_rec_sfr: 0.2711 (0.2819) loss_cl: -0.2785 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [12:04:50.361880] Epoch: [270] [2160/2904] eta: 0:09:21 lr: 0.001894 loss: 0.1835 (0.1926) loss_rec_all: 0.2093 (0.2185) loss_rec_sfr: 0.2586 (0.2818) loss_cl: -0.2790 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [12:05:05.286704] Epoch: [270] [2180/2904] eta: 0:09:06 lr: 0.001894 loss: 0.1809 (0.1926) loss_rec_all: 0.2075 (0.2185) loss_rec_sfr: 0.2633 (0.2819) loss_cl: -0.2794 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [12:05:20.208990] Epoch: [270] [2200/2904] eta: 0:08:51 lr: 0.001894 loss: 0.1818 (0.1926) loss_rec_all: 0.2079 (0.2185) loss_rec_sfr: 0.2674 (0.2819) loss_cl: -0.2783 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [12:05:35.132976] Epoch: [270] [2220/2904] eta: 0:08:36 lr: 0.001894 loss: 0.1897 (0.1926) loss_rec_all: 0.2156 (0.2185) loss_rec_sfr: 0.2627 (0.2819) loss_cl: -0.2794 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [12:05:50.049704] Epoch: [270] [2240/2904] eta: 0:08:21 lr: 0.001894 loss: 0.1790 (0.1926) loss_rec_all: 0.2051 (0.2185) loss_rec_sfr: 0.2313 (0.2817) loss_cl: -0.2781 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [12:06:04.968741] Epoch: [270] [2260/2904] eta: 0:08:05 lr: 0.001894 loss: 0.1816 (0.1925) loss_rec_all: 0.2077 (0.2184) loss_rec_sfr: 0.2607 (0.2815) loss_cl: -0.2795 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [12:06:19.888020] Epoch: [270] [2280/2904] eta: 0:07:50 lr: 0.001894 loss: 0.1817 (0.1926) loss_rec_all: 0.2081 (0.2185) loss_rec_sfr: 0.2359 (0.2816) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [12:06:34.808410] Epoch: [270] [2300/2904] eta: 0:07:35 lr: 0.001894 loss: 0.1860 (0.1926) loss_rec_all: 0.2124 (0.2185) loss_rec_sfr: 0.2645 (0.2818) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [12:06:49.724229] Epoch: [270] [2320/2904] eta: 0:07:20 lr: 0.001894 loss: 0.1789 (0.1926) loss_rec_all: 0.2052 (0.2185) loss_rec_sfr: 0.2623 (0.2818) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [12:07:04.637376] Epoch: [270] [2340/2904] eta: 0:07:05 lr: 0.001894 loss: 0.1866 (0.1926) loss_rec_all: 0.2127 (0.2185) loss_rec_sfr: 0.2661 (0.2818) loss_cl: -0.2782 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [12:07:19.553862] Epoch: [270] [2360/2904] eta: 0:06:50 lr: 0.001894 loss: 0.1788 (0.1926) loss_rec_all: 0.2050 (0.2185) loss_rec_sfr: 0.2230 (0.2817) loss_cl: -0.2778 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [12:07:34.465407] Epoch: [270] [2380/2904] eta: 0:06:35 lr: 0.001894 loss: 0.1857 (0.1926) loss_rec_all: 0.2120 (0.2185) loss_rec_sfr: 0.2625 (0.2818) loss_cl: -0.2796 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [12:07:49.377330] Epoch: [270] [2400/2904] eta: 0:06:19 lr: 0.001894 loss: 0.1834 (0.1926) loss_rec_all: 0.2094 (0.2185) loss_rec_sfr: 0.2573 (0.2819) loss_cl: -0.2796 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [12:08:04.283339] Epoch: [270] [2420/2904] eta: 0:06:04 lr: 0.001894 loss: 0.1788 (0.1925) loss_rec_all: 0.2048 (0.2184) loss_rec_sfr: 0.2608 (0.2815) loss_cl: -0.2791 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [12:08:19.201067] Epoch: [270] [2440/2904] eta: 0:05:49 lr: 0.001894 loss: 0.1818 (0.1925) loss_rec_all: 0.2080 (0.2184) loss_rec_sfr: 0.2595 (0.2814) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [12:08:34.120466] Epoch: [270] [2460/2904] eta: 0:05:34 lr: 0.001894 loss: 0.1855 (0.1925) loss_rec_all: 0.2116 (0.2184) loss_rec_sfr: 0.2611 (0.2815) loss_cl: -0.2795 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [12:08:49.035459] Epoch: [270] [2480/2904] eta: 0:05:19 lr: 0.001894 loss: 0.1800 (0.1925) loss_rec_all: 0.2062 (0.2184) loss_rec_sfr: 0.2305 (0.2814) loss_cl: -0.2802 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [12:09:03.950081] Epoch: [270] [2500/2904] eta: 0:05:04 lr: 0.001894 loss: 0.1869 (0.1926) loss_rec_all: 0.2131 (0.2185) loss_rec_sfr: 0.2626 (0.2815) loss_cl: -0.2795 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [12:09:18.864680] Epoch: [270] [2520/2904] eta: 0:04:49 lr: 0.001894 loss: 0.1828 (0.1925) loss_rec_all: 0.2087 (0.2184) loss_rec_sfr: 0.2646 (0.2814) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [12:09:33.783811] Epoch: [270] [2540/2904] eta: 0:04:34 lr: 0.001894 loss: 0.1829 (0.1925) loss_rec_all: 0.2090 (0.2184) loss_rec_sfr: 0.2665 (0.2814) loss_cl: -0.2782 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [12:09:48.701780] Epoch: [270] [2560/2904] eta: 0:04:19 lr: 0.001894 loss: 0.1846 (0.1926) loss_rec_all: 0.2105 (0.2185) loss_rec_sfr: 0.2767 (0.2817) loss_cl: -0.2783 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [12:10:03.624690] Epoch: [270] [2580/2904] eta: 0:04:04 lr: 0.001894 loss: 0.1833 (0.1927) loss_rec_all: 0.2095 (0.2186) loss_rec_sfr: 0.2685 (0.2819) loss_cl: -0.2798 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [12:10:18.544588] Epoch: [270] [2600/2904] eta: 0:03:49 lr: 0.001894 loss: 0.1811 (0.1927) loss_rec_all: 0.2075 (0.2186) loss_rec_sfr: 0.2565 (0.2819) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [12:10:33.459321] Epoch: [270] [2620/2904] eta: 0:03:33 lr: 0.001894 loss: 0.1857 (0.1928) loss_rec_all: 0.2118 (0.2187) loss_rec_sfr: 0.2714 (0.2821) loss_cl: -0.2781 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [12:10:48.365646] Epoch: [270] [2640/2904] eta: 0:03:18 lr: 0.001894 loss: 0.1814 (0.1928) loss_rec_all: 0.2071 (0.2187) loss_rec_sfr: 0.2581 (0.2821) loss_cl: -0.2777 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [12:11:03.276757] Epoch: [270] [2660/2904] eta: 0:03:03 lr: 0.001894 loss: 0.1833 (0.1928) loss_rec_all: 0.2091 (0.2187) loss_rec_sfr: 0.2635 (0.2823) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [12:11:18.180737] Epoch: [270] [2680/2904] eta: 0:02:48 lr: 0.001894 loss: 0.1858 (0.1928) loss_rec_all: 0.2124 (0.2187) loss_rec_sfr: 0.2725 (0.2823) loss_cl: -0.2789 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [12:11:33.088615] Epoch: [270] [2700/2904] eta: 0:02:33 lr: 0.001894 loss: 0.1775 (0.1928) loss_rec_all: 0.2036 (0.2187) loss_rec_sfr: 0.2694 (0.2823) loss_cl: -0.2792 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [12:11:48.010426] Epoch: [270] [2720/2904] eta: 0:02:18 lr: 0.001894 loss: 0.1799 (0.1928) loss_rec_all: 0.2064 (0.2187) loss_rec_sfr: 0.2678 (0.2824) loss_cl: -0.2793 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [12:12:02.923706] Epoch: [270] [2740/2904] eta: 0:02:03 lr: 0.001893 loss: 0.1822 (0.1928) loss_rec_all: 0.2084 (0.2187) loss_rec_sfr: 0.2513 (0.2823) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [12:12:17.840318] Epoch: [270] [2760/2904] eta: 0:01:48 lr: 0.001893 loss: 0.1779 (0.1927) loss_rec_all: 0.2040 (0.2186) loss_rec_sfr: 0.2638 (0.2823) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [12:12:32.753087] Epoch: [270] [2780/2904] eta: 0:01:33 lr: 0.001893 loss: 0.1820 (0.1927) loss_rec_all: 0.2081 (0.2186) loss_rec_sfr: 0.2570 (0.2821) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [12:12:47.663258] Epoch: [270] [2800/2904] eta: 0:01:18 lr: 0.001893 loss: 0.1783 (0.1926) loss_rec_all: 0.2042 (0.2186) loss_rec_sfr: 0.2616 (0.2820) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [12:13:02.577743] Epoch: [270] [2820/2904] eta: 0:01:03 lr: 0.001893 loss: 0.1812 (0.1926) loss_rec_all: 0.2071 (0.2185) loss_rec_sfr: 0.2333 (0.2818) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [12:13:17.525067] Epoch: [270] [2840/2904] eta: 0:00:48 lr: 0.001893 loss: 0.1821 (0.1926) loss_rec_all: 0.2081 (0.2185) loss_rec_sfr: 0.2736 (0.2820) loss_cl: -0.2793 (-0.2788) time: 0.7473 data: 0.0023 max mem: 29860 [12:13:32.425949] Epoch: [270] [2860/2904] eta: 0:00:33 lr: 0.001893 loss: 0.1798 (0.1926) loss_rec_all: 0.2064 (0.2185) loss_rec_sfr: 0.2638 (0.2818) loss_cl: -0.2792 (-0.2788) time: 0.7450 data: 0.0001 max mem: 29860 [12:13:47.320300] Epoch: [270] [2880/2904] eta: 0:00:18 lr: 0.001893 loss: 0.1863 (0.1926) loss_rec_all: 0.2121 (0.2185) loss_rec_sfr: 0.2699 (0.2819) loss_cl: -0.2791 (-0.2788) time: 0.7447 data: 0.0001 max mem: 29860 [12:14:02.223413] Epoch: [270] [2900/2904] eta: 0:00:03 lr: 0.001893 loss: 0.1843 (0.1927) loss_rec_all: 0.2103 (0.2186) loss_rec_sfr: 0.2755 (0.2822) loss_cl: -0.2789 (-0.2788) time: 0.7451 data: 0.0001 max mem: 29860 [12:14:04.464815] Epoch: [270] [2903/2904] eta: 0:00:00 lr: 0.001893 loss: 0.1843 (0.1927) loss_rec_all: 0.2103 (0.2186) loss_rec_sfr: 0.2752 (0.2822) loss_cl: -0.2787 (-0.2788) time: 0.7451 data: 0.0001 max mem: 29860 [12:14:06.693224] Epoch: [270] Total time: 0:36:27 (0.7533 s / it) [12:14:06.694157] Averaged stats: lr: 0.001893 loss: 0.1843 (0.1947) loss_rec_all: 0.2103 (0.2183) loss_rec_sfr: 0.2752 (0.2818) loss_cl: -0.2787 (-0.2556) [12:14:06.699337] log_dir: ./checkpoint/VF2_ViT-B [12:14:24.648376] Epoch: [271] [ 0/2904] eta: 14:28:37 lr: 0.001893 loss: 0.2492 (0.2492) loss_rec_all: 0.2737 (0.2737) loss_rec_sfr: 0.4686 (0.4686) loss_cl: -0.2782 (-0.2782) time: 17.9467 data: 14.3409 max mem: 29860 [12:14:40.116033] Epoch: [271] [ 20/2904] eta: 1:16:28 lr: 0.001893 loss: 0.1793 (0.1959) loss_rec_all: 0.2059 (0.2218) loss_rec_sfr: 0.2394 (0.2871) loss_cl: -0.2788 (-0.2788) time: 0.7733 data: 0.0304 max mem: 29860 [12:14:54.981510] Epoch: [271] [ 40/2904] eta: 0:56:12 lr: 0.001893 loss: 0.1882 (0.1981) loss_rec_all: 0.2143 (0.2239) loss_rec_sfr: 0.2619 (0.2989) loss_cl: -0.2787 (-0.2787) time: 0.7432 data: 0.0002 max mem: 29860 [12:15:09.870248] Epoch: [271] [ 60/2904] eta: 0:49:04 lr: 0.001893 loss: 0.1899 (0.2017) loss_rec_all: 0.2160 (0.2274) loss_rec_sfr: 0.2777 (0.3135) loss_cl: -0.2791 (-0.2787) time: 0.7444 data: 0.0002 max mem: 29860 [12:15:24.753346] Epoch: [271] [ 80/2904] eta: 0:45:21 lr: 0.001893 loss: 0.1787 (0.2009) loss_rec_all: 0.2049 (0.2266) loss_rec_sfr: 0.2203 (0.3101) loss_cl: -0.2780 (-0.2787) time: 0.7441 data: 0.0002 max mem: 29860 [12:15:39.647957] Epoch: [271] [ 100/2904] eta: 0:43:00 lr: 0.001893 loss: 0.1842 (0.2013) loss_rec_all: 0.2100 (0.2270) loss_rec_sfr: 0.2653 (0.3089) loss_cl: -0.2776 (-0.2786) time: 0.7447 data: 0.0002 max mem: 29860 [12:15:54.557878] Epoch: [271] [ 120/2904] eta: 0:41:21 lr: 0.001893 loss: 0.1827 (0.1996) loss_rec_all: 0.2089 (0.2254) loss_rec_sfr: 0.2526 (0.3032) loss_cl: -0.2793 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [12:16:09.470707] Epoch: [271] [ 140/2904] eta: 0:40:06 lr: 0.001893 loss: 0.1814 (0.1986) loss_rec_all: 0.2077 (0.2244) loss_rec_sfr: 0.2673 (0.3011) loss_cl: -0.2781 (-0.2786) time: 0.7456 data: 0.0002 max mem: 29860 [12:16:24.386099] Epoch: [271] [ 160/2904] eta: 0:39:06 lr: 0.001893 loss: 0.1797 (0.1971) loss_rec_all: 0.2062 (0.2229) loss_rec_sfr: 0.2607 (0.2967) loss_cl: -0.2794 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [12:16:39.298654] Epoch: [271] [ 180/2904] eta: 0:38:16 lr: 0.001893 loss: 0.1808 (0.1964) loss_rec_all: 0.2072 (0.2222) loss_rec_sfr: 0.2596 (0.2947) loss_cl: -0.2796 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [12:16:54.225623] Epoch: [271] [ 200/2904] eta: 0:37:33 lr: 0.001893 loss: 0.1792 (0.1951) loss_rec_all: 0.2054 (0.2210) loss_rec_sfr: 0.2597 (0.2904) loss_cl: -0.2784 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [12:17:09.136450] Epoch: [271] [ 220/2904] eta: 0:36:55 lr: 0.001893 loss: 0.1867 (0.1952) loss_rec_all: 0.2128 (0.2211) loss_rec_sfr: 0.2643 (0.2903) loss_cl: -0.2787 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [12:17:24.188860] Epoch: [271] [ 240/2904] eta: 0:36:22 lr: 0.001893 loss: 0.1813 (0.1942) loss_rec_all: 0.2072 (0.2201) loss_rec_sfr: 0.2608 (0.2867) loss_cl: -0.2786 (-0.2787) time: 0.7526 data: 0.0002 max mem: 29860 [12:17:39.098138] Epoch: [271] [ 260/2904] eta: 0:35:51 lr: 0.001893 loss: 0.1837 (0.1945) loss_rec_all: 0.2100 (0.2204) loss_rec_sfr: 0.2746 (0.2885) loss_cl: -0.2793 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [12:17:54.011507] Epoch: [271] [ 280/2904] eta: 0:35:22 lr: 0.001893 loss: 0.1797 (0.1942) loss_rec_all: 0.2055 (0.2201) loss_rec_sfr: 0.2322 (0.2872) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [12:18:08.923022] Epoch: [271] [ 300/2904] eta: 0:34:55 lr: 0.001893 loss: 0.1792 (0.1940) loss_rec_all: 0.2057 (0.2198) loss_rec_sfr: 0.2213 (0.2864) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [12:18:23.864175] Epoch: [271] [ 320/2904] eta: 0:34:30 lr: 0.001893 loss: 0.1819 (0.1939) loss_rec_all: 0.2083 (0.2198) loss_rec_sfr: 0.2518 (0.2859) loss_cl: -0.2782 (-0.2788) time: 0.7470 data: 0.0002 max mem: 29860 [12:18:38.775408] Epoch: [271] [ 340/2904] eta: 0:34:05 lr: 0.001893 loss: 0.1804 (0.1933) loss_rec_all: 0.2063 (0.2192) loss_rec_sfr: 0.2629 (0.2844) loss_cl: -0.2786 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [12:18:53.703635] Epoch: [271] [ 360/2904] eta: 0:33:42 lr: 0.001893 loss: 0.1814 (0.1930) loss_rec_all: 0.2073 (0.2189) loss_rec_sfr: 0.2281 (0.2829) loss_cl: -0.2789 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [12:19:08.610256] Epoch: [271] [ 380/2904] eta: 0:33:19 lr: 0.001893 loss: 0.1859 (0.1934) loss_rec_all: 0.2122 (0.2193) loss_rec_sfr: 0.2615 (0.2840) loss_cl: -0.2786 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [12:19:23.520645] Epoch: [271] [ 400/2904] eta: 0:32:58 lr: 0.001893 loss: 0.1811 (0.1929) loss_rec_all: 0.2069 (0.2188) loss_rec_sfr: 0.2676 (0.2826) loss_cl: -0.2786 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [12:19:38.431206] Epoch: [271] [ 420/2904] eta: 0:32:37 lr: 0.001893 loss: 0.1798 (0.1925) loss_rec_all: 0.2058 (0.2184) loss_rec_sfr: 0.2669 (0.2823) loss_cl: -0.2785 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [12:19:53.342542] Epoch: [271] [ 440/2904] eta: 0:32:16 lr: 0.001893 loss: 0.1843 (0.1928) loss_rec_all: 0.2107 (0.2187) loss_rec_sfr: 0.2728 (0.2836) loss_cl: -0.2789 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [12:20:08.254853] Epoch: [271] [ 460/2904] eta: 0:31:56 lr: 0.001893 loss: 0.1848 (0.1928) loss_rec_all: 0.2110 (0.2186) loss_rec_sfr: 0.2637 (0.2833) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [12:20:23.165593] Epoch: [271] [ 480/2904] eta: 0:31:37 lr: 0.001893 loss: 0.1839 (0.1930) loss_rec_all: 0.2103 (0.2189) loss_rec_sfr: 0.2722 (0.2843) loss_cl: -0.2798 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [12:20:38.072675] Epoch: [271] [ 500/2904] eta: 0:31:17 lr: 0.001893 loss: 0.1803 (0.1927) loss_rec_all: 0.2063 (0.2186) loss_rec_sfr: 0.2529 (0.2833) loss_cl: -0.2789 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [12:20:52.976115] Epoch: [271] [ 520/2904] eta: 0:30:58 lr: 0.001893 loss: 0.1854 (0.1928) loss_rec_all: 0.2112 (0.2187) loss_rec_sfr: 0.2679 (0.2834) loss_cl: -0.2788 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [12:21:07.884712] Epoch: [271] [ 540/2904] eta: 0:30:40 lr: 0.001892 loss: 0.1810 (0.1930) loss_rec_all: 0.2069 (0.2189) loss_rec_sfr: 0.2691 (0.2839) loss_cl: -0.2786 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [12:21:22.795431] Epoch: [271] [ 560/2904] eta: 0:30:22 lr: 0.001892 loss: 0.1837 (0.1929) loss_rec_all: 0.2100 (0.2188) loss_rec_sfr: 0.2557 (0.2835) loss_cl: -0.2786 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [12:21:37.707371] Epoch: [271] [ 580/2904] eta: 0:30:03 lr: 0.001892 loss: 0.1911 (0.1931) loss_rec_all: 0.2170 (0.2190) loss_rec_sfr: 0.2687 (0.2843) loss_cl: -0.2788 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [12:21:52.617853] Epoch: [271] [ 600/2904] eta: 0:29:46 lr: 0.001892 loss: 0.1795 (0.1928) loss_rec_all: 0.2060 (0.2187) loss_rec_sfr: 0.2491 (0.2831) loss_cl: -0.2788 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [12:22:07.530581] Epoch: [271] [ 620/2904] eta: 0:29:28 lr: 0.001892 loss: 0.1798 (0.1929) loss_rec_all: 0.2064 (0.2188) loss_rec_sfr: 0.2649 (0.2832) loss_cl: -0.2788 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [12:22:22.442639] Epoch: [271] [ 640/2904] eta: 0:29:10 lr: 0.001892 loss: 0.1815 (0.1927) loss_rec_all: 0.2079 (0.2186) loss_rec_sfr: 0.2653 (0.2826) loss_cl: -0.2787 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [12:22:37.351958] Epoch: [271] [ 660/2904] eta: 0:28:53 lr: 0.001892 loss: 0.1827 (0.1928) loss_rec_all: 0.2088 (0.2187) loss_rec_sfr: 0.2656 (0.2828) loss_cl: -0.2797 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [12:22:52.265205] Epoch: [271] [ 680/2904] eta: 0:28:36 lr: 0.001892 loss: 0.1836 (0.1930) loss_rec_all: 0.2100 (0.2189) loss_rec_sfr: 0.2681 (0.2835) loss_cl: -0.2795 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [12:23:07.174701] Epoch: [271] [ 700/2904] eta: 0:28:19 lr: 0.001892 loss: 0.1868 (0.1932) loss_rec_all: 0.2130 (0.2191) loss_rec_sfr: 0.2630 (0.2843) loss_cl: -0.2786 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [12:23:22.089342] Epoch: [271] [ 720/2904] eta: 0:28:02 lr: 0.001892 loss: 0.1808 (0.1931) loss_rec_all: 0.2067 (0.2190) loss_rec_sfr: 0.2614 (0.2841) loss_cl: -0.2780 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [12:23:37.001286] Epoch: [271] [ 740/2904] eta: 0:27:45 lr: 0.001892 loss: 0.1828 (0.1931) loss_rec_all: 0.2089 (0.2190) loss_rec_sfr: 0.2588 (0.2835) loss_cl: -0.2788 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [12:23:51.909555] Epoch: [271] [ 760/2904] eta: 0:27:28 lr: 0.001892 loss: 0.1840 (0.1931) loss_rec_all: 0.2102 (0.2190) loss_rec_sfr: 0.2717 (0.2837) loss_cl: -0.2790 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [12:24:06.817218] Epoch: [271] [ 780/2904] eta: 0:27:11 lr: 0.001892 loss: 0.1835 (0.1933) loss_rec_all: 0.2098 (0.2191) loss_rec_sfr: 0.2719 (0.2842) loss_cl: -0.2789 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [12:24:21.728523] Epoch: [271] [ 800/2904] eta: 0:26:55 lr: 0.001892 loss: 0.1840 (0.1935) loss_rec_all: 0.2099 (0.2194) loss_rec_sfr: 0.2663 (0.2852) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [12:24:36.632802] Epoch: [271] [ 820/2904] eta: 0:26:38 lr: 0.001892 loss: 0.1790 (0.1933) loss_rec_all: 0.2050 (0.2192) loss_rec_sfr: 0.2625 (0.2850) loss_cl: -0.2783 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [12:24:51.535736] Epoch: [271] [ 840/2904] eta: 0:26:22 lr: 0.001892 loss: 0.1797 (0.1933) loss_rec_all: 0.2058 (0.2192) loss_rec_sfr: 0.2579 (0.2850) loss_cl: -0.2790 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [12:25:06.436217] Epoch: [271] [ 860/2904] eta: 0:26:06 lr: 0.001892 loss: 0.1830 (0.1934) loss_rec_all: 0.2089 (0.2192) loss_rec_sfr: 0.2578 (0.2852) loss_cl: -0.2797 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [12:25:21.343139] Epoch: [271] [ 880/2904] eta: 0:25:49 lr: 0.001892 loss: 0.1874 (0.1934) loss_rec_all: 0.2136 (0.2193) loss_rec_sfr: 0.2732 (0.2850) loss_cl: -0.2784 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [12:25:36.250182] Epoch: [271] [ 900/2904] eta: 0:25:33 lr: 0.001892 loss: 0.1845 (0.1934) loss_rec_all: 0.2103 (0.2193) loss_rec_sfr: 0.2710 (0.2853) loss_cl: -0.2791 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [12:25:51.162403] Epoch: [271] [ 920/2904] eta: 0:25:17 lr: 0.001892 loss: 0.1891 (0.1936) loss_rec_all: 0.2151 (0.2195) loss_rec_sfr: 0.2678 (0.2858) loss_cl: -0.2783 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [12:26:06.070044] Epoch: [271] [ 940/2904] eta: 0:25:01 lr: 0.001892 loss: 0.1901 (0.1937) loss_rec_all: 0.2158 (0.2195) loss_rec_sfr: 0.2676 (0.2862) loss_cl: -0.2790 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [12:26:20.979376] Epoch: [271] [ 960/2904] eta: 0:24:45 lr: 0.001892 loss: 0.1814 (0.1936) loss_rec_all: 0.2078 (0.2195) loss_rec_sfr: 0.2530 (0.2858) loss_cl: -0.2795 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [12:26:35.895418] Epoch: [271] [ 980/2904] eta: 0:24:29 lr: 0.001892 loss: 0.1798 (0.1935) loss_rec_all: 0.2061 (0.2194) loss_rec_sfr: 0.2518 (0.2855) loss_cl: -0.2797 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [12:26:50.814069] Epoch: [271] [1000/2904] eta: 0:24:13 lr: 0.001892 loss: 0.1788 (0.1934) loss_rec_all: 0.2048 (0.2193) loss_rec_sfr: 0.2667 (0.2853) loss_cl: -0.2782 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [12:27:05.725673] Epoch: [271] [1020/2904] eta: 0:23:57 lr: 0.001892 loss: 0.1837 (0.1934) loss_rec_all: 0.2097 (0.2193) loss_rec_sfr: 0.2669 (0.2854) loss_cl: -0.2784 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [12:27:20.635056] Epoch: [271] [1040/2904] eta: 0:23:41 lr: 0.001892 loss: 0.1823 (0.1934) loss_rec_all: 0.2080 (0.2192) loss_rec_sfr: 0.2698 (0.2854) loss_cl: -0.2789 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [12:27:35.547125] Epoch: [271] [1060/2904] eta: 0:23:25 lr: 0.001892 loss: 0.1799 (0.1933) loss_rec_all: 0.2060 (0.2192) loss_rec_sfr: 0.2590 (0.2854) loss_cl: -0.2798 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [12:27:50.451158] Epoch: [271] [1080/2904] eta: 0:23:09 lr: 0.001892 loss: 0.1795 (0.1934) loss_rec_all: 0.2060 (0.2193) loss_rec_sfr: 0.2617 (0.2859) loss_cl: -0.2800 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [12:28:05.355654] Epoch: [271] [1100/2904] eta: 0:22:54 lr: 0.001892 loss: 0.1818 (0.1933) loss_rec_all: 0.2076 (0.2192) loss_rec_sfr: 0.2713 (0.2858) loss_cl: -0.2786 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [12:28:20.265970] Epoch: [271] [1120/2904] eta: 0:22:38 lr: 0.001892 loss: 0.1848 (0.1934) loss_rec_all: 0.2104 (0.2193) loss_rec_sfr: 0.2576 (0.2859) loss_cl: -0.2783 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [12:28:35.179636] Epoch: [271] [1140/2904] eta: 0:22:22 lr: 0.001892 loss: 0.1820 (0.1935) loss_rec_all: 0.2082 (0.2194) loss_rec_sfr: 0.2707 (0.2862) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [12:28:50.085961] Epoch: [271] [1160/2904] eta: 0:22:06 lr: 0.001892 loss: 0.1846 (0.1936) loss_rec_all: 0.2109 (0.2195) loss_rec_sfr: 0.2700 (0.2866) loss_cl: -0.2791 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [12:29:04.996267] Epoch: [271] [1180/2904] eta: 0:21:51 lr: 0.001892 loss: 0.1791 (0.1935) loss_rec_all: 0.2052 (0.2194) loss_rec_sfr: 0.2671 (0.2862) loss_cl: -0.2785 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [12:29:19.913544] Epoch: [271] [1200/2904] eta: 0:21:35 lr: 0.001892 loss: 0.1822 (0.1935) loss_rec_all: 0.2084 (0.2194) loss_rec_sfr: 0.2619 (0.2865) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [12:29:34.833597] Epoch: [271] [1220/2904] eta: 0:21:20 lr: 0.001892 loss: 0.1816 (0.1935) loss_rec_all: 0.2082 (0.2194) loss_rec_sfr: 0.2662 (0.2866) loss_cl: -0.2792 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [12:29:49.756044] Epoch: [271] [1240/2904] eta: 0:21:04 lr: 0.001892 loss: 0.1831 (0.1936) loss_rec_all: 0.2091 (0.2195) loss_rec_sfr: 0.2648 (0.2869) loss_cl: -0.2793 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [12:30:04.666144] Epoch: [271] [1260/2904] eta: 0:20:48 lr: 0.001891 loss: 0.1805 (0.1935) loss_rec_all: 0.2068 (0.2194) loss_rec_sfr: 0.2370 (0.2867) loss_cl: -0.2794 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [12:30:19.573950] Epoch: [271] [1280/2904] eta: 0:20:33 lr: 0.001891 loss: 0.1844 (0.1936) loss_rec_all: 0.2103 (0.2195) loss_rec_sfr: 0.2627 (0.2868) loss_cl: -0.2787 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [12:30:34.481897] Epoch: [271] [1300/2904] eta: 0:20:17 lr: 0.001891 loss: 0.1804 (0.1935) loss_rec_all: 0.2067 (0.2193) loss_rec_sfr: 0.2302 (0.2864) loss_cl: -0.2791 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [12:30:49.390932] Epoch: [271] [1320/2904] eta: 0:20:02 lr: 0.001891 loss: 0.1814 (0.1934) loss_rec_all: 0.2074 (0.2193) loss_rec_sfr: 0.2692 (0.2862) loss_cl: -0.2796 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [12:31:04.302545] Epoch: [271] [1340/2904] eta: 0:19:46 lr: 0.001891 loss: 0.1860 (0.1934) loss_rec_all: 0.2124 (0.2193) loss_rec_sfr: 0.2549 (0.2863) loss_cl: -0.2785 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [12:31:19.207085] Epoch: [271] [1360/2904] eta: 0:19:31 lr: 0.001891 loss: 0.1845 (0.1935) loss_rec_all: 0.2108 (0.2194) loss_rec_sfr: 0.2704 (0.2865) loss_cl: -0.2788 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [12:31:34.114107] Epoch: [271] [1380/2904] eta: 0:19:15 lr: 0.001891 loss: 0.1766 (0.1934) loss_rec_all: 0.2025 (0.2193) loss_rec_sfr: 0.2656 (0.2862) loss_cl: -0.2787 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [12:31:49.039366] Epoch: [271] [1400/2904] eta: 0:19:00 lr: 0.001891 loss: 0.1825 (0.1934) loss_rec_all: 0.2086 (0.2192) loss_rec_sfr: 0.2631 (0.2860) loss_cl: -0.2793 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [12:32:03.950426] Epoch: [271] [1420/2904] eta: 0:18:44 lr: 0.001891 loss: 0.1812 (0.1935) loss_rec_all: 0.2074 (0.2194) loss_rec_sfr: 0.2712 (0.2865) loss_cl: -0.2791 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [12:32:18.867611] Epoch: [271] [1440/2904] eta: 0:18:29 lr: 0.001891 loss: 0.1823 (0.1936) loss_rec_all: 0.2080 (0.2194) loss_rec_sfr: 0.2713 (0.2868) loss_cl: -0.2780 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [12:32:33.779791] Epoch: [271] [1460/2904] eta: 0:18:14 lr: 0.001891 loss: 0.1805 (0.1935) loss_rec_all: 0.2068 (0.2194) loss_rec_sfr: 0.2553 (0.2866) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [12:32:48.691522] Epoch: [271] [1480/2904] eta: 0:17:58 lr: 0.001891 loss: 0.1817 (0.1934) loss_rec_all: 0.2080 (0.2192) loss_rec_sfr: 0.2678 (0.2862) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [12:33:03.607361] Epoch: [271] [1500/2904] eta: 0:17:43 lr: 0.001891 loss: 0.1799 (0.1933) loss_rec_all: 0.2059 (0.2192) loss_rec_sfr: 0.2577 (0.2859) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [12:33:18.524886] Epoch: [271] [1520/2904] eta: 0:17:28 lr: 0.001891 loss: 0.1810 (0.1932) loss_rec_all: 0.2074 (0.2191) loss_rec_sfr: 0.2570 (0.2856) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [12:33:33.436266] Epoch: [271] [1540/2904] eta: 0:17:12 lr: 0.001891 loss: 0.1885 (0.1933) loss_rec_all: 0.2146 (0.2191) loss_rec_sfr: 0.2635 (0.2856) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [12:33:48.350253] Epoch: [271] [1560/2904] eta: 0:16:57 lr: 0.001891 loss: 0.1833 (0.1933) loss_rec_all: 0.2094 (0.2192) loss_rec_sfr: 0.2663 (0.2857) loss_cl: -0.2793 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [12:34:03.266353] Epoch: [271] [1580/2904] eta: 0:16:41 lr: 0.001891 loss: 0.1823 (0.1933) loss_rec_all: 0.2087 (0.2192) loss_rec_sfr: 0.2638 (0.2856) loss_cl: -0.2795 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [12:34:18.183842] Epoch: [271] [1600/2904] eta: 0:16:26 lr: 0.001891 loss: 0.1819 (0.1932) loss_rec_all: 0.2080 (0.2191) loss_rec_sfr: 0.2633 (0.2855) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [12:34:33.100703] Epoch: [271] [1620/2904] eta: 0:16:11 lr: 0.001891 loss: 0.1864 (0.1933) loss_rec_all: 0.2124 (0.2191) loss_rec_sfr: 0.2641 (0.2856) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [12:34:48.020018] Epoch: [271] [1640/2904] eta: 0:15:56 lr: 0.001891 loss: 0.1864 (0.1933) loss_rec_all: 0.2129 (0.2192) loss_rec_sfr: 0.2639 (0.2856) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [12:35:02.930798] Epoch: [271] [1660/2904] eta: 0:15:40 lr: 0.001891 loss: 0.1814 (0.1933) loss_rec_all: 0.2077 (0.2191) loss_rec_sfr: 0.2656 (0.2855) loss_cl: -0.2798 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [12:35:17.839186] Epoch: [271] [1680/2904] eta: 0:15:25 lr: 0.001891 loss: 0.1792 (0.1933) loss_rec_all: 0.2056 (0.2192) loss_rec_sfr: 0.2574 (0.2856) loss_cl: -0.2787 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [12:35:32.747584] Epoch: [271] [1700/2904] eta: 0:15:10 lr: 0.001891 loss: 0.1841 (0.1935) loss_rec_all: 0.2099 (0.2193) loss_rec_sfr: 0.2664 (0.2862) loss_cl: -0.2788 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [12:35:47.661858] Epoch: [271] [1720/2904] eta: 0:14:54 lr: 0.001891 loss: 0.1829 (0.1935) loss_rec_all: 0.2088 (0.2194) loss_rec_sfr: 0.2701 (0.2863) loss_cl: -0.2782 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [12:36:02.572637] Epoch: [271] [1740/2904] eta: 0:14:39 lr: 0.001891 loss: 0.1818 (0.1934) loss_rec_all: 0.2078 (0.2193) loss_rec_sfr: 0.2624 (0.2861) loss_cl: -0.2783 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [12:36:17.484103] Epoch: [271] [1760/2904] eta: 0:14:24 lr: 0.001891 loss: 0.1822 (0.1935) loss_rec_all: 0.2085 (0.2193) loss_rec_sfr: 0.2677 (0.2863) loss_cl: -0.2794 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [12:36:32.405243] Epoch: [271] [1780/2904] eta: 0:14:09 lr: 0.001891 loss: 0.1864 (0.1935) loss_rec_all: 0.2123 (0.2194) loss_rec_sfr: 0.2738 (0.2864) loss_cl: -0.2793 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [12:36:47.316180] Epoch: [271] [1800/2904] eta: 0:13:53 lr: 0.001891 loss: 0.1806 (0.1934) loss_rec_all: 0.2070 (0.2193) loss_rec_sfr: 0.2254 (0.2859) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [12:37:02.229843] Epoch: [271] [1820/2904] eta: 0:13:38 lr: 0.001891 loss: 0.1851 (0.1934) loss_rec_all: 0.2113 (0.2193) loss_rec_sfr: 0.2663 (0.2860) loss_cl: -0.2778 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [12:37:17.143782] Epoch: [271] [1840/2904] eta: 0:13:23 lr: 0.001891 loss: 0.1812 (0.1934) loss_rec_all: 0.2079 (0.2193) loss_rec_sfr: 0.2604 (0.2857) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [12:37:32.051989] Epoch: [271] [1860/2904] eta: 0:13:08 lr: 0.001891 loss: 0.1802 (0.1933) loss_rec_all: 0.2064 (0.2192) loss_rec_sfr: 0.2617 (0.2855) loss_cl: -0.2797 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [12:37:46.977908] Epoch: [271] [1880/2904] eta: 0:12:53 lr: 0.001891 loss: 0.1833 (0.1933) loss_rec_all: 0.2092 (0.2192) loss_rec_sfr: 0.2654 (0.2854) loss_cl: -0.2798 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [12:38:01.900242] Epoch: [271] [1900/2904] eta: 0:12:37 lr: 0.001891 loss: 0.1859 (0.1933) loss_rec_all: 0.2120 (0.2192) loss_rec_sfr: 0.2577 (0.2854) loss_cl: -0.2796 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [12:38:16.810999] Epoch: [271] [1920/2904] eta: 0:12:22 lr: 0.001891 loss: 0.1837 (0.1933) loss_rec_all: 0.2098 (0.2192) loss_rec_sfr: 0.2603 (0.2853) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [12:38:31.743474] Epoch: [271] [1940/2904] eta: 0:12:07 lr: 0.001891 loss: 0.1867 (0.1933) loss_rec_all: 0.2127 (0.2192) loss_rec_sfr: 0.2580 (0.2852) loss_cl: -0.2777 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [12:38:46.679456] Epoch: [271] [1960/2904] eta: 0:11:52 lr: 0.001891 loss: 0.1873 (0.1934) loss_rec_all: 0.2136 (0.2193) loss_rec_sfr: 0.2618 (0.2855) loss_cl: -0.2789 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [12:39:01.600953] Epoch: [271] [1980/2904] eta: 0:11:37 lr: 0.001890 loss: 0.1810 (0.1934) loss_rec_all: 0.2070 (0.2193) loss_rec_sfr: 0.2672 (0.2855) loss_cl: -0.2794 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [12:39:16.521138] Epoch: [271] [2000/2904] eta: 0:11:22 lr: 0.001890 loss: 0.1818 (0.1934) loss_rec_all: 0.2083 (0.2193) loss_rec_sfr: 0.2638 (0.2853) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [12:39:31.435844] Epoch: [271] [2020/2904] eta: 0:11:06 lr: 0.001890 loss: 0.1805 (0.1933) loss_rec_all: 0.2067 (0.2192) loss_rec_sfr: 0.2624 (0.2852) loss_cl: -0.2793 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [12:39:46.355638] Epoch: [271] [2040/2904] eta: 0:10:51 lr: 0.001890 loss: 0.1839 (0.1933) loss_rec_all: 0.2101 (0.2192) loss_rec_sfr: 0.2724 (0.2853) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [12:40:01.274811] Epoch: [271] [2060/2904] eta: 0:10:36 lr: 0.001890 loss: 0.1814 (0.1933) loss_rec_all: 0.2073 (0.2192) loss_rec_sfr: 0.2526 (0.2851) loss_cl: -0.2782 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [12:40:16.196509] Epoch: [271] [2080/2904] eta: 0:10:21 lr: 0.001890 loss: 0.1845 (0.1934) loss_rec_all: 0.2108 (0.2192) loss_rec_sfr: 0.2618 (0.2852) loss_cl: -0.2782 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [12:40:31.122213] Epoch: [271] [2100/2904] eta: 0:10:06 lr: 0.001890 loss: 0.1883 (0.1934) loss_rec_all: 0.2145 (0.2193) loss_rec_sfr: 0.2735 (0.2854) loss_cl: -0.2793 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [12:40:46.040990] Epoch: [271] [2120/2904] eta: 0:09:51 lr: 0.001890 loss: 0.1800 (0.1934) loss_rec_all: 0.2060 (0.2193) loss_rec_sfr: 0.2538 (0.2853) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [12:41:00.953342] Epoch: [271] [2140/2904] eta: 0:09:36 lr: 0.001890 loss: 0.1789 (0.1934) loss_rec_all: 0.2048 (0.2193) loss_rec_sfr: 0.2774 (0.2854) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [12:41:15.867224] Epoch: [271] [2160/2904] eta: 0:09:20 lr: 0.001890 loss: 0.1870 (0.1935) loss_rec_all: 0.2129 (0.2194) loss_rec_sfr: 0.2642 (0.2856) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [12:41:30.782593] Epoch: [271] [2180/2904] eta: 0:09:05 lr: 0.001890 loss: 0.1836 (0.1936) loss_rec_all: 0.2095 (0.2194) loss_rec_sfr: 0.2696 (0.2859) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [12:41:45.705679] Epoch: [271] [2200/2904] eta: 0:08:50 lr: 0.001890 loss: 0.1858 (0.1936) loss_rec_all: 0.2117 (0.2195) loss_rec_sfr: 0.2702 (0.2862) loss_cl: -0.2793 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [12:42:00.642931] Epoch: [271] [2220/2904] eta: 0:08:35 lr: 0.001890 loss: 0.1835 (0.1937) loss_rec_all: 0.2094 (0.2196) loss_rec_sfr: 0.2715 (0.2864) loss_cl: -0.2785 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [12:42:15.565815] Epoch: [271] [2240/2904] eta: 0:08:20 lr: 0.001890 loss: 0.1790 (0.1937) loss_rec_all: 0.2055 (0.2195) loss_rec_sfr: 0.2710 (0.2864) loss_cl: -0.2781 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [12:42:30.485088] Epoch: [271] [2260/2904] eta: 0:08:05 lr: 0.001890 loss: 0.1850 (0.1936) loss_rec_all: 0.2111 (0.2195) loss_rec_sfr: 0.2656 (0.2861) loss_cl: -0.2782 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [12:42:45.402409] Epoch: [271] [2280/2904] eta: 0:07:50 lr: 0.001890 loss: 0.1822 (0.1935) loss_rec_all: 0.2088 (0.2194) loss_rec_sfr: 0.2617 (0.2858) loss_cl: -0.2793 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [12:43:00.319832] Epoch: [271] [2300/2904] eta: 0:07:35 lr: 0.001890 loss: 0.1791 (0.1935) loss_rec_all: 0.2053 (0.2194) loss_rec_sfr: 0.2299 (0.2856) loss_cl: -0.2797 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [12:43:15.234610] Epoch: [271] [2320/2904] eta: 0:07:19 lr: 0.001890 loss: 0.1891 (0.1935) loss_rec_all: 0.2152 (0.2194) loss_rec_sfr: 0.2677 (0.2856) loss_cl: -0.2793 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [12:43:30.158548] Epoch: [271] [2340/2904] eta: 0:07:04 lr: 0.001890 loss: 0.1812 (0.1935) loss_rec_all: 0.2070 (0.2194) loss_rec_sfr: 0.2636 (0.2856) loss_cl: -0.2781 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [12:43:45.076496] Epoch: [271] [2360/2904] eta: 0:06:49 lr: 0.001890 loss: 0.1827 (0.1934) loss_rec_all: 0.2088 (0.2193) loss_rec_sfr: 0.2732 (0.2855) loss_cl: -0.2781 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [12:44:00.001166] Epoch: [271] [2380/2904] eta: 0:06:34 lr: 0.001890 loss: 0.1805 (0.1934) loss_rec_all: 0.2068 (0.2193) loss_rec_sfr: 0.2623 (0.2854) loss_cl: -0.2789 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [12:44:14.930130] Epoch: [271] [2400/2904] eta: 0:06:19 lr: 0.001890 loss: 0.1830 (0.1933) loss_rec_all: 0.2093 (0.2192) loss_rec_sfr: 0.2557 (0.2853) loss_cl: -0.2793 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [12:44:29.853054] Epoch: [271] [2420/2904] eta: 0:06:04 lr: 0.001890 loss: 0.1842 (0.1934) loss_rec_all: 0.2106 (0.2193) loss_rec_sfr: 0.2634 (0.2854) loss_cl: -0.2790 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [12:44:44.771161] Epoch: [271] [2440/2904] eta: 0:05:49 lr: 0.001890 loss: 0.1804 (0.1934) loss_rec_all: 0.2065 (0.2193) loss_rec_sfr: 0.2681 (0.2854) loss_cl: -0.2795 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [12:44:59.702974] Epoch: [271] [2460/2904] eta: 0:05:34 lr: 0.001890 loss: 0.1841 (0.1934) loss_rec_all: 0.2103 (0.2193) loss_rec_sfr: 0.2649 (0.2854) loss_cl: -0.2789 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [12:45:14.621322] Epoch: [271] [2480/2904] eta: 0:05:19 lr: 0.001890 loss: 0.1825 (0.1934) loss_rec_all: 0.2085 (0.2193) loss_rec_sfr: 0.2674 (0.2855) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [12:45:29.540224] Epoch: [271] [2500/2904] eta: 0:05:04 lr: 0.001890 loss: 0.1807 (0.1934) loss_rec_all: 0.2068 (0.2193) loss_rec_sfr: 0.2551 (0.2854) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [12:45:44.466911] Epoch: [271] [2520/2904] eta: 0:04:49 lr: 0.001890 loss: 0.1793 (0.1933) loss_rec_all: 0.2053 (0.2192) loss_rec_sfr: 0.2604 (0.2853) loss_cl: -0.2788 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [12:45:59.383665] Epoch: [271] [2540/2904] eta: 0:04:33 lr: 0.001890 loss: 0.1782 (0.1933) loss_rec_all: 0.2040 (0.2192) loss_rec_sfr: 0.2636 (0.2852) loss_cl: -0.2793 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [12:46:14.278135] Epoch: [271] [2560/2904] eta: 0:04:18 lr: 0.001890 loss: 0.1819 (0.1932) loss_rec_all: 0.2078 (0.2191) loss_rec_sfr: 0.2686 (0.2851) loss_cl: -0.2786 (-0.2788) time: 0.7447 data: 0.0002 max mem: 29860 [12:46:29.194884] Epoch: [271] [2580/2904] eta: 0:04:03 lr: 0.001890 loss: 0.1829 (0.1932) loss_rec_all: 0.2093 (0.2191) loss_rec_sfr: 0.2644 (0.2851) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [12:46:44.109773] Epoch: [271] [2600/2904] eta: 0:03:48 lr: 0.001890 loss: 0.1817 (0.1932) loss_rec_all: 0.2083 (0.2191) loss_rec_sfr: 0.2658 (0.2851) loss_cl: -0.2803 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [12:46:59.027708] Epoch: [271] [2620/2904] eta: 0:03:33 lr: 0.001890 loss: 0.1791 (0.1932) loss_rec_all: 0.2053 (0.2191) loss_rec_sfr: 0.2640 (0.2850) loss_cl: -0.2804 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [12:47:13.945157] Epoch: [271] [2640/2904] eta: 0:03:18 lr: 0.001890 loss: 0.1824 (0.1932) loss_rec_all: 0.2082 (0.2190) loss_rec_sfr: 0.2681 (0.2849) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [12:47:28.863869] Epoch: [271] [2660/2904] eta: 0:03:03 lr: 0.001890 loss: 0.1853 (0.1932) loss_rec_all: 0.2112 (0.2191) loss_rec_sfr: 0.2709 (0.2852) loss_cl: -0.2784 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [12:47:43.785628] Epoch: [271] [2680/2904] eta: 0:02:48 lr: 0.001890 loss: 0.1846 (0.1932) loss_rec_all: 0.2108 (0.2191) loss_rec_sfr: 0.2634 (0.2851) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [12:47:58.711463] Epoch: [271] [2700/2904] eta: 0:02:33 lr: 0.001889 loss: 0.1847 (0.1932) loss_rec_all: 0.2110 (0.2191) loss_rec_sfr: 0.2689 (0.2850) loss_cl: -0.2791 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [12:48:13.629645] Epoch: [271] [2720/2904] eta: 0:02:18 lr: 0.001889 loss: 0.1836 (0.1932) loss_rec_all: 0.2097 (0.2191) loss_rec_sfr: 0.2764 (0.2851) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [12:48:28.551617] Epoch: [271] [2740/2904] eta: 0:02:03 lr: 0.001889 loss: 0.1803 (0.1932) loss_rec_all: 0.2067 (0.2191) loss_rec_sfr: 0.2469 (0.2851) loss_cl: -0.2794 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [12:48:43.478992] Epoch: [271] [2760/2904] eta: 0:01:48 lr: 0.001889 loss: 0.1858 (0.1932) loss_rec_all: 0.2116 (0.2191) loss_rec_sfr: 0.2837 (0.2853) loss_cl: -0.2790 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [12:48:58.398384] Epoch: [271] [2780/2904] eta: 0:01:33 lr: 0.001889 loss: 0.1840 (0.1933) loss_rec_all: 0.2098 (0.2191) loss_rec_sfr: 0.2614 (0.2853) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [12:49:13.317034] Epoch: [271] [2800/2904] eta: 0:01:18 lr: 0.001889 loss: 0.1813 (0.1933) loss_rec_all: 0.2077 (0.2192) loss_rec_sfr: 0.2745 (0.2854) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [12:49:28.240544] Epoch: [271] [2820/2904] eta: 0:01:03 lr: 0.001889 loss: 0.1832 (0.1933) loss_rec_all: 0.2092 (0.2191) loss_rec_sfr: 0.2696 (0.2854) loss_cl: -0.2788 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [12:49:43.252110] Epoch: [271] [2840/2904] eta: 0:00:48 lr: 0.001889 loss: 0.1841 (0.1932) loss_rec_all: 0.2103 (0.2191) loss_rec_sfr: 0.2702 (0.2853) loss_cl: -0.2787 (-0.2788) time: 0.7505 data: 0.0023 max mem: 29860 [12:49:58.159407] Epoch: [271] [2860/2904] eta: 0:00:33 lr: 0.001889 loss: 0.1795 (0.1932) loss_rec_all: 0.2055 (0.2191) loss_rec_sfr: 0.2640 (0.2852) loss_cl: -0.2784 (-0.2788) time: 0.7453 data: 0.0001 max mem: 29860 [12:50:13.064087] Epoch: [271] [2880/2904] eta: 0:00:18 lr: 0.001889 loss: 0.1795 (0.1932) loss_rec_all: 0.2058 (0.2191) loss_rec_sfr: 0.2531 (0.2851) loss_cl: -0.2792 (-0.2788) time: 0.7452 data: 0.0001 max mem: 29860 [12:50:27.969909] Epoch: [271] [2900/2904] eta: 0:00:03 lr: 0.001889 loss: 0.1858 (0.1933) loss_rec_all: 0.2118 (0.2192) loss_rec_sfr: 0.2755 (0.2854) loss_cl: -0.2788 (-0.2788) time: 0.7453 data: 0.0001 max mem: 29860 [12:50:30.213430] Epoch: [271] [2903/2904] eta: 0:00:00 lr: 0.001889 loss: 0.1902 (0.1933) loss_rec_all: 0.2166 (0.2192) loss_rec_sfr: 0.2779 (0.2855) loss_cl: -0.2790 (-0.2788) time: 0.7452 data: 0.0001 max mem: 29860 [12:50:32.387883] Epoch: [271] Total time: 0:36:25 (0.7526 s / it) [12:50:32.397620] Averaged stats: lr: 0.001889 loss: 0.1902 (0.1952) loss_rec_all: 0.2166 (0.2188) loss_rec_sfr: 0.2779 (0.2835) loss_cl: -0.2790 (-0.2556) [12:50:32.402773] log_dir: ./checkpoint/VF2_ViT-B [12:50:52.299793] Epoch: [272] [ 0/2904] eta: 16:02:58 lr: 0.001889 loss: 0.1709 (0.1709) loss_rec_all: 0.1975 (0.1975) loss_rec_sfr: 0.1833 (0.1833) loss_cl: -0.2786 (-0.2786) time: 19.8963 data: 18.9653 max mem: 29860 [12:51:08.071437] Epoch: [272] [ 20/2904] eta: 1:21:38 lr: 0.001889 loss: 0.1806 (0.1932) loss_rec_all: 0.2068 (0.2190) loss_rec_sfr: 0.2646 (0.2858) loss_cl: -0.2777 (-0.2779) time: 0.7885 data: 0.0002 max mem: 29860 [12:51:22.947886] Epoch: [272] [ 40/2904] eta: 0:58:50 lr: 0.001889 loss: 0.1794 (0.1889) loss_rec_all: 0.2054 (0.2148) loss_rec_sfr: 0.2246 (0.2660) loss_cl: -0.2777 (-0.2779) time: 0.7438 data: 0.0002 max mem: 29860 [12:51:37.839638] Epoch: [272] [ 60/2904] eta: 0:50:50 lr: 0.001889 loss: 0.1808 (0.1883) loss_rec_all: 0.2067 (0.2142) loss_rec_sfr: 0.2620 (0.2653) loss_cl: -0.2787 (-0.2782) time: 0.7445 data: 0.0002 max mem: 29860 [12:51:52.742250] Epoch: [272] [ 80/2904] eta: 0:46:40 lr: 0.001889 loss: 0.1852 (0.1907) loss_rec_all: 0.2113 (0.2166) loss_rec_sfr: 0.2609 (0.2746) loss_cl: -0.2793 (-0.2785) time: 0.7451 data: 0.0002 max mem: 29860 [12:52:07.683104] Epoch: [272] [ 100/2904] eta: 0:44:05 lr: 0.001889 loss: 0.1838 (0.1915) loss_rec_all: 0.2099 (0.2174) loss_rec_sfr: 0.2682 (0.2777) loss_cl: -0.2787 (-0.2786) time: 0.7470 data: 0.0002 max mem: 29860 [12:52:22.615336] Epoch: [272] [ 120/2904] eta: 0:42:15 lr: 0.001889 loss: 0.1815 (0.1916) loss_rec_all: 0.2075 (0.2175) loss_rec_sfr: 0.2639 (0.2796) loss_cl: -0.2796 (-0.2788) time: 0.7466 data: 0.0004 max mem: 29860 [12:52:37.544858] Epoch: [272] [ 140/2904] eta: 0:40:52 lr: 0.001889 loss: 0.1819 (0.1921) loss_rec_all: 0.2080 (0.2180) loss_rec_sfr: 0.2618 (0.2808) loss_cl: -0.2789 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [12:52:52.465306] Epoch: [272] [ 160/2904] eta: 0:39:46 lr: 0.001889 loss: 0.1795 (0.1921) loss_rec_all: 0.2054 (0.2180) loss_rec_sfr: 0.2453 (0.2804) loss_cl: -0.2777 (-0.2786) time: 0.7460 data: 0.0003 max mem: 29860 [12:53:07.378289] Epoch: [272] [ 180/2904] eta: 0:38:52 lr: 0.001889 loss: 0.1832 (0.1911) loss_rec_all: 0.2092 (0.2170) loss_rec_sfr: 0.2582 (0.2771) loss_cl: -0.2783 (-0.2786) time: 0.7456 data: 0.0004 max mem: 29860 [12:53:22.294757] Epoch: [272] [ 200/2904] eta: 0:38:05 lr: 0.001889 loss: 0.1826 (0.1911) loss_rec_all: 0.2088 (0.2170) loss_rec_sfr: 0.2613 (0.2772) loss_cl: -0.2791 (-0.2786) time: 0.7458 data: 0.0005 max mem: 29860 [12:53:37.295373] Epoch: [272] [ 220/2904] eta: 0:37:25 lr: 0.001889 loss: 0.1811 (0.1911) loss_rec_all: 0.2072 (0.2170) loss_rec_sfr: 0.2645 (0.2772) loss_cl: -0.2793 (-0.2787) time: 0.7500 data: 0.0003 max mem: 29860 [12:53:52.207075] Epoch: [272] [ 240/2904] eta: 0:36:48 lr: 0.001889 loss: 0.1833 (0.1915) loss_rec_all: 0.2094 (0.2175) loss_rec_sfr: 0.2716 (0.2793) loss_cl: -0.2793 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [12:54:07.117032] Epoch: [272] [ 260/2904] eta: 0:36:14 lr: 0.001889 loss: 0.1827 (0.1920) loss_rec_all: 0.2088 (0.2179) loss_rec_sfr: 0.2729 (0.2809) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [12:54:22.038993] Epoch: [272] [ 280/2904] eta: 0:35:44 lr: 0.001889 loss: 0.1853 (0.1919) loss_rec_all: 0.2116 (0.2178) loss_rec_sfr: 0.2616 (0.2798) loss_cl: -0.2785 (-0.2787) time: 0.7460 data: 0.0003 max mem: 29860 [12:54:36.954555] Epoch: [272] [ 300/2904] eta: 0:35:15 lr: 0.001889 loss: 0.1838 (0.1916) loss_rec_all: 0.2098 (0.2175) loss_rec_sfr: 0.2681 (0.2786) loss_cl: -0.2782 (-0.2787) time: 0.7457 data: 0.0003 max mem: 29860 [12:54:51.897461] Epoch: [272] [ 320/2904] eta: 0:34:48 lr: 0.001889 loss: 0.1812 (0.1914) loss_rec_all: 0.2073 (0.2173) loss_rec_sfr: 0.2654 (0.2785) loss_cl: -0.2799 (-0.2788) time: 0.7471 data: 0.0003 max mem: 29860 [12:55:06.809671] Epoch: [272] [ 340/2904] eta: 0:34:23 lr: 0.001889 loss: 0.1798 (0.1913) loss_rec_all: 0.2059 (0.2173) loss_rec_sfr: 0.2652 (0.2788) loss_cl: -0.2798 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [12:55:21.819549] Epoch: [272] [ 360/2904] eta: 0:33:59 lr: 0.001889 loss: 0.1824 (0.1915) loss_rec_all: 0.2084 (0.2174) loss_rec_sfr: 0.2634 (0.2793) loss_cl: -0.2793 (-0.2788) time: 0.7505 data: 0.0002 max mem: 29860 [12:55:36.735619] Epoch: [272] [ 380/2904] eta: 0:33:35 lr: 0.001889 loss: 0.1839 (0.1918) loss_rec_all: 0.2101 (0.2178) loss_rec_sfr: 0.2608 (0.2801) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [12:55:51.646280] Epoch: [272] [ 400/2904] eta: 0:33:13 lr: 0.001889 loss: 0.1799 (0.1915) loss_rec_all: 0.2061 (0.2175) loss_rec_sfr: 0.2540 (0.2786) loss_cl: -0.2784 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [12:56:06.562999] Epoch: [272] [ 420/2904] eta: 0:32:51 lr: 0.001889 loss: 0.1832 (0.1917) loss_rec_all: 0.2097 (0.2177) loss_rec_sfr: 0.2699 (0.2792) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [12:56:21.611366] Epoch: [272] [ 440/2904] eta: 0:32:31 lr: 0.001889 loss: 0.1841 (0.1923) loss_rec_all: 0.2102 (0.2182) loss_rec_sfr: 0.2676 (0.2812) loss_cl: -0.2787 (-0.2788) time: 0.7524 data: 0.0002 max mem: 29860 [12:56:36.522019] Epoch: [272] [ 460/2904] eta: 0:32:10 lr: 0.001889 loss: 0.1799 (0.1921) loss_rec_all: 0.2058 (0.2180) loss_rec_sfr: 0.2622 (0.2805) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [12:56:51.434022] Epoch: [272] [ 480/2904] eta: 0:31:50 lr: 0.001889 loss: 0.1831 (0.1919) loss_rec_all: 0.2095 (0.2178) loss_rec_sfr: 0.2619 (0.2800) loss_cl: -0.2794 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [12:57:06.344827] Epoch: [272] [ 500/2904] eta: 0:31:30 lr: 0.001888 loss: 0.1849 (0.1919) loss_rec_all: 0.2109 (0.2178) loss_rec_sfr: 0.2620 (0.2801) loss_cl: -0.2794 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [12:57:21.254256] Epoch: [272] [ 520/2904] eta: 0:31:10 lr: 0.001888 loss: 0.1873 (0.1920) loss_rec_all: 0.2131 (0.2179) loss_rec_sfr: 0.2574 (0.2803) loss_cl: -0.2792 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [12:57:36.166173] Epoch: [272] [ 540/2904] eta: 0:30:51 lr: 0.001888 loss: 0.1876 (0.1922) loss_rec_all: 0.2138 (0.2181) loss_rec_sfr: 0.2653 (0.2808) loss_cl: -0.2799 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [12:57:51.075725] Epoch: [272] [ 560/2904] eta: 0:30:32 lr: 0.001888 loss: 0.1830 (0.1922) loss_rec_all: 0.2090 (0.2181) loss_rec_sfr: 0.2736 (0.2812) loss_cl: -0.2786 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [12:58:05.985871] Epoch: [272] [ 580/2904] eta: 0:30:14 lr: 0.001888 loss: 0.1854 (0.1923) loss_rec_all: 0.2115 (0.2182) loss_rec_sfr: 0.2685 (0.2814) loss_cl: -0.2779 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [12:58:20.898096] Epoch: [272] [ 600/2904] eta: 0:29:55 lr: 0.001888 loss: 0.1863 (0.1925) loss_rec_all: 0.2122 (0.2184) loss_rec_sfr: 0.2791 (0.2824) loss_cl: -0.2784 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [12:58:35.810945] Epoch: [272] [ 620/2904] eta: 0:29:37 lr: 0.001888 loss: 0.1805 (0.1924) loss_rec_all: 0.2065 (0.2183) loss_rec_sfr: 0.2259 (0.2820) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [12:58:50.726744] Epoch: [272] [ 640/2904] eta: 0:29:19 lr: 0.001888 loss: 0.1904 (0.1929) loss_rec_all: 0.2166 (0.2188) loss_rec_sfr: 0.2828 (0.2836) loss_cl: -0.2796 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [12:59:05.640240] Epoch: [272] [ 660/2904] eta: 0:29:02 lr: 0.001888 loss: 0.1819 (0.1929) loss_rec_all: 0.2083 (0.2188) loss_rec_sfr: 0.2680 (0.2839) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [12:59:20.546975] Epoch: [272] [ 680/2904] eta: 0:28:44 lr: 0.001888 loss: 0.1834 (0.1928) loss_rec_all: 0.2096 (0.2187) loss_rec_sfr: 0.2538 (0.2832) loss_cl: -0.2793 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [12:59:35.457996] Epoch: [272] [ 700/2904] eta: 0:28:27 lr: 0.001888 loss: 0.1779 (0.1926) loss_rec_all: 0.2039 (0.2185) loss_rec_sfr: 0.2018 (0.2823) loss_cl: -0.2791 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [12:59:50.366767] Epoch: [272] [ 720/2904] eta: 0:28:10 lr: 0.001888 loss: 0.1822 (0.1926) loss_rec_all: 0.2083 (0.2185) loss_rec_sfr: 0.2603 (0.2823) loss_cl: -0.2789 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [13:00:05.286893] Epoch: [272] [ 740/2904] eta: 0:27:52 lr: 0.001888 loss: 0.1808 (0.1925) loss_rec_all: 0.2069 (0.2184) loss_rec_sfr: 0.2613 (0.2819) loss_cl: -0.2772 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [13:00:20.201348] Epoch: [272] [ 760/2904] eta: 0:27:35 lr: 0.001888 loss: 0.1782 (0.1923) loss_rec_all: 0.2040 (0.2183) loss_rec_sfr: 0.2589 (0.2813) loss_cl: -0.2779 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [13:00:35.105717] Epoch: [272] [ 780/2904] eta: 0:27:19 lr: 0.001888 loss: 0.1869 (0.1923) loss_rec_all: 0.2130 (0.2183) loss_rec_sfr: 0.2678 (0.2816) loss_cl: -0.2801 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [13:00:50.016977] Epoch: [272] [ 800/2904] eta: 0:27:02 lr: 0.001888 loss: 0.1819 (0.1924) loss_rec_all: 0.2082 (0.2183) loss_rec_sfr: 0.2630 (0.2818) loss_cl: -0.2799 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [13:01:04.927491] Epoch: [272] [ 820/2904] eta: 0:26:45 lr: 0.001888 loss: 0.1806 (0.1923) loss_rec_all: 0.2072 (0.2182) loss_rec_sfr: 0.2570 (0.2812) loss_cl: -0.2793 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [13:01:19.837740] Epoch: [272] [ 840/2904] eta: 0:26:28 lr: 0.001888 loss: 0.1820 (0.1923) loss_rec_all: 0.2077 (0.2182) loss_rec_sfr: 0.2722 (0.2817) loss_cl: -0.2785 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [13:01:34.748058] Epoch: [272] [ 860/2904] eta: 0:26:12 lr: 0.001888 loss: 0.1813 (0.1922) loss_rec_all: 0.2073 (0.2181) loss_rec_sfr: 0.2669 (0.2815) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [13:01:49.655194] Epoch: [272] [ 880/2904] eta: 0:25:55 lr: 0.001888 loss: 0.1839 (0.1921) loss_rec_all: 0.2099 (0.2180) loss_rec_sfr: 0.2618 (0.2814) loss_cl: -0.2787 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [13:02:04.568976] Epoch: [272] [ 900/2904] eta: 0:25:39 lr: 0.001888 loss: 0.1805 (0.1920) loss_rec_all: 0.2071 (0.2179) loss_rec_sfr: 0.2340 (0.2809) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [13:02:19.485085] Epoch: [272] [ 920/2904] eta: 0:25:23 lr: 0.001888 loss: 0.1786 (0.1918) loss_rec_all: 0.2050 (0.2178) loss_rec_sfr: 0.2297 (0.2803) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [13:02:34.401057] Epoch: [272] [ 940/2904] eta: 0:25:06 lr: 0.001888 loss: 0.1823 (0.1918) loss_rec_all: 0.2082 (0.2177) loss_rec_sfr: 0.2347 (0.2800) loss_cl: -0.2783 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [13:02:49.311465] Epoch: [272] [ 960/2904] eta: 0:24:50 lr: 0.001888 loss: 0.1815 (0.1918) loss_rec_all: 0.2074 (0.2177) loss_rec_sfr: 0.2650 (0.2802) loss_cl: -0.2794 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [13:03:04.217853] Epoch: [272] [ 980/2904] eta: 0:24:34 lr: 0.001888 loss: 0.1821 (0.1919) loss_rec_all: 0.2086 (0.2178) loss_rec_sfr: 0.2632 (0.2805) loss_cl: -0.2804 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [13:03:19.125871] Epoch: [272] [1000/2904] eta: 0:24:18 lr: 0.001888 loss: 0.1870 (0.1920) loss_rec_all: 0.2132 (0.2180) loss_rec_sfr: 0.2685 (0.2810) loss_cl: -0.2797 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [13:03:34.036712] Epoch: [272] [1020/2904] eta: 0:24:02 lr: 0.001888 loss: 0.1821 (0.1920) loss_rec_all: 0.2086 (0.2179) loss_rec_sfr: 0.2646 (0.2808) loss_cl: -0.2793 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [13:03:48.947499] Epoch: [272] [1040/2904] eta: 0:23:46 lr: 0.001888 loss: 0.1800 (0.1919) loss_rec_all: 0.2059 (0.2178) loss_rec_sfr: 0.2232 (0.2802) loss_cl: -0.2785 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [13:04:03.867349] Epoch: [272] [1060/2904] eta: 0:23:30 lr: 0.001888 loss: 0.1822 (0.1918) loss_rec_all: 0.2082 (0.2177) loss_rec_sfr: 0.2621 (0.2799) loss_cl: -0.2779 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [13:04:18.795525] Epoch: [272] [1080/2904] eta: 0:23:14 lr: 0.001888 loss: 0.1827 (0.1918) loss_rec_all: 0.2093 (0.2177) loss_rec_sfr: 0.2706 (0.2801) loss_cl: -0.2782 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [13:04:33.712016] Epoch: [272] [1100/2904] eta: 0:22:58 lr: 0.001888 loss: 0.1822 (0.1917) loss_rec_all: 0.2082 (0.2176) loss_rec_sfr: 0.2686 (0.2799) loss_cl: -0.2798 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [13:04:48.634972] Epoch: [272] [1120/2904] eta: 0:22:42 lr: 0.001888 loss: 0.1891 (0.1919) loss_rec_all: 0.2150 (0.2178) loss_rec_sfr: 0.2745 (0.2804) loss_cl: -0.2792 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [13:05:03.553414] Epoch: [272] [1140/2904] eta: 0:22:26 lr: 0.001888 loss: 0.1781 (0.1917) loss_rec_all: 0.2040 (0.2177) loss_rec_sfr: 0.2641 (0.2799) loss_cl: -0.2782 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [13:05:18.462085] Epoch: [272] [1160/2904] eta: 0:22:10 lr: 0.001888 loss: 0.1820 (0.1916) loss_rec_all: 0.2079 (0.2175) loss_rec_sfr: 0.2663 (0.2795) loss_cl: -0.2785 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [13:05:33.374466] Epoch: [272] [1180/2904] eta: 0:21:55 lr: 0.001888 loss: 0.1802 (0.1915) loss_rec_all: 0.2061 (0.2174) loss_rec_sfr: 0.2634 (0.2793) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [13:05:48.285289] Epoch: [272] [1200/2904] eta: 0:21:39 lr: 0.001888 loss: 0.1820 (0.1915) loss_rec_all: 0.2081 (0.2174) loss_rec_sfr: 0.2666 (0.2793) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [13:06:03.195714] Epoch: [272] [1220/2904] eta: 0:21:23 lr: 0.001887 loss: 0.1792 (0.1914) loss_rec_all: 0.2053 (0.2173) loss_rec_sfr: 0.2623 (0.2793) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [13:06:18.097379] Epoch: [272] [1240/2904] eta: 0:21:07 lr: 0.001887 loss: 0.1813 (0.1913) loss_rec_all: 0.2073 (0.2173) loss_rec_sfr: 0.2612 (0.2790) loss_cl: -0.2785 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [13:06:32.999477] Epoch: [272] [1260/2904] eta: 0:20:52 lr: 0.001887 loss: 0.1834 (0.1914) loss_rec_all: 0.2096 (0.2173) loss_rec_sfr: 0.2678 (0.2790) loss_cl: -0.2791 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [13:06:47.903128] Epoch: [272] [1280/2904] eta: 0:20:36 lr: 0.001887 loss: 0.1846 (0.1914) loss_rec_all: 0.2106 (0.2173) loss_rec_sfr: 0.2683 (0.2792) loss_cl: -0.2793 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [13:07:02.810546] Epoch: [272] [1300/2904] eta: 0:20:21 lr: 0.001887 loss: 0.1809 (0.1914) loss_rec_all: 0.2069 (0.2173) loss_rec_sfr: 0.2656 (0.2790) loss_cl: -0.2796 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [13:07:17.717905] Epoch: [272] [1320/2904] eta: 0:20:05 lr: 0.001887 loss: 0.1830 (0.1915) loss_rec_all: 0.2092 (0.2174) loss_rec_sfr: 0.2580 (0.2794) loss_cl: -0.2785 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [13:07:32.627588] Epoch: [272] [1340/2904] eta: 0:19:49 lr: 0.001887 loss: 0.1798 (0.1915) loss_rec_all: 0.2064 (0.2174) loss_rec_sfr: 0.2295 (0.2793) loss_cl: -0.2789 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [13:07:47.539340] Epoch: [272] [1360/2904] eta: 0:19:34 lr: 0.001887 loss: 0.1858 (0.1916) loss_rec_all: 0.2116 (0.2175) loss_rec_sfr: 0.2606 (0.2796) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [13:08:02.452335] Epoch: [272] [1380/2904] eta: 0:19:18 lr: 0.001887 loss: 0.1842 (0.1916) loss_rec_all: 0.2107 (0.2176) loss_rec_sfr: 0.2631 (0.2798) loss_cl: -0.2799 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [13:08:17.360955] Epoch: [272] [1400/2904] eta: 0:19:03 lr: 0.001887 loss: 0.1803 (0.1915) loss_rec_all: 0.2063 (0.2175) loss_rec_sfr: 0.2303 (0.2793) loss_cl: -0.2791 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [13:08:32.267775] Epoch: [272] [1420/2904] eta: 0:18:47 lr: 0.001887 loss: 0.1805 (0.1914) loss_rec_all: 0.2067 (0.2174) loss_rec_sfr: 0.2670 (0.2791) loss_cl: -0.2779 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [13:08:47.175103] Epoch: [272] [1440/2904] eta: 0:18:32 lr: 0.001887 loss: 0.1842 (0.1915) loss_rec_all: 0.2102 (0.2174) loss_rec_sfr: 0.2762 (0.2793) loss_cl: -0.2783 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [13:09:02.087159] Epoch: [272] [1460/2904] eta: 0:18:16 lr: 0.001887 loss: 0.1854 (0.1915) loss_rec_all: 0.2114 (0.2174) loss_rec_sfr: 0.2624 (0.2794) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [13:09:16.999366] Epoch: [272] [1480/2904] eta: 0:18:01 lr: 0.001887 loss: 0.1797 (0.1914) loss_rec_all: 0.2058 (0.2173) loss_rec_sfr: 0.2604 (0.2791) loss_cl: -0.2803 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [13:09:31.906624] Epoch: [272] [1500/2904] eta: 0:17:45 lr: 0.001887 loss: 0.1835 (0.1915) loss_rec_all: 0.2094 (0.2175) loss_rec_sfr: 0.2645 (0.2795) loss_cl: -0.2790 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [13:09:46.815396] Epoch: [272] [1520/2904] eta: 0:17:30 lr: 0.001887 loss: 0.1819 (0.1916) loss_rec_all: 0.2079 (0.2175) loss_rec_sfr: 0.2672 (0.2797) loss_cl: -0.2786 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [13:10:01.722925] Epoch: [272] [1540/2904] eta: 0:17:14 lr: 0.001887 loss: 0.1842 (0.1916) loss_rec_all: 0.2101 (0.2175) loss_rec_sfr: 0.2657 (0.2797) loss_cl: -0.2788 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [13:10:16.630390] Epoch: [272] [1560/2904] eta: 0:16:59 lr: 0.001887 loss: 0.1841 (0.1917) loss_rec_all: 0.2105 (0.2176) loss_rec_sfr: 0.2737 (0.2800) loss_cl: -0.2791 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [13:10:31.542761] Epoch: [272] [1580/2904] eta: 0:16:44 lr: 0.001887 loss: 0.1818 (0.1916) loss_rec_all: 0.2081 (0.2175) loss_rec_sfr: 0.2264 (0.2797) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [13:10:46.450641] Epoch: [272] [1600/2904] eta: 0:16:28 lr: 0.001887 loss: 0.1833 (0.1916) loss_rec_all: 0.2092 (0.2176) loss_rec_sfr: 0.2617 (0.2798) loss_cl: -0.2781 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [13:11:01.360028] Epoch: [272] [1620/2904] eta: 0:16:13 lr: 0.001887 loss: 0.1795 (0.1916) loss_rec_all: 0.2055 (0.2175) loss_rec_sfr: 0.2655 (0.2797) loss_cl: -0.2786 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [13:11:16.273833] Epoch: [272] [1640/2904] eta: 0:15:58 lr: 0.001887 loss: 0.1906 (0.1917) loss_rec_all: 0.2168 (0.2177) loss_rec_sfr: 0.2746 (0.2803) loss_cl: -0.2793 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [13:11:31.183530] Epoch: [272] [1660/2904] eta: 0:15:42 lr: 0.001887 loss: 0.1845 (0.1918) loss_rec_all: 0.2106 (0.2177) loss_rec_sfr: 0.2599 (0.2803) loss_cl: -0.2793 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [13:11:46.093859] Epoch: [272] [1680/2904] eta: 0:15:27 lr: 0.001887 loss: 0.1808 (0.1917) loss_rec_all: 0.2072 (0.2176) loss_rec_sfr: 0.2445 (0.2801) loss_cl: -0.2793 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [13:12:00.998555] Epoch: [272] [1700/2904] eta: 0:15:12 lr: 0.001887 loss: 0.1836 (0.1917) loss_rec_all: 0.2098 (0.2176) loss_rec_sfr: 0.2586 (0.2800) loss_cl: -0.2780 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [13:12:15.905273] Epoch: [272] [1720/2904] eta: 0:14:56 lr: 0.001887 loss: 0.1806 (0.1917) loss_rec_all: 0.2070 (0.2176) loss_rec_sfr: 0.2560 (0.2799) loss_cl: -0.2785 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [13:12:30.811862] Epoch: [272] [1740/2904] eta: 0:14:41 lr: 0.001887 loss: 0.1850 (0.1917) loss_rec_all: 0.2112 (0.2176) loss_rec_sfr: 0.2594 (0.2798) loss_cl: -0.2789 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [13:12:45.720965] Epoch: [272] [1760/2904] eta: 0:14:26 lr: 0.001887 loss: 0.1794 (0.1917) loss_rec_all: 0.2058 (0.2176) loss_rec_sfr: 0.2650 (0.2798) loss_cl: -0.2792 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [13:13:00.631058] Epoch: [272] [1780/2904] eta: 0:14:10 lr: 0.001887 loss: 0.1851 (0.1917) loss_rec_all: 0.2111 (0.2176) loss_rec_sfr: 0.2628 (0.2798) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [13:13:15.539690] Epoch: [272] [1800/2904] eta: 0:13:55 lr: 0.001887 loss: 0.1824 (0.1917) loss_rec_all: 0.2083 (0.2176) loss_rec_sfr: 0.2590 (0.2797) loss_cl: -0.2788 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [13:13:30.442464] Epoch: [272] [1820/2904] eta: 0:13:40 lr: 0.001887 loss: 0.1805 (0.1916) loss_rec_all: 0.2068 (0.2175) loss_rec_sfr: 0.2644 (0.2794) loss_cl: -0.2792 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [13:13:45.348162] Epoch: [272] [1840/2904] eta: 0:13:25 lr: 0.001887 loss: 0.1783 (0.1915) loss_rec_all: 0.2047 (0.2174) loss_rec_sfr: 0.2314 (0.2792) loss_cl: -0.2793 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [13:14:00.259988] Epoch: [272] [1860/2904] eta: 0:13:09 lr: 0.001887 loss: 0.1801 (0.1915) loss_rec_all: 0.2061 (0.2174) loss_rec_sfr: 0.2652 (0.2792) loss_cl: -0.2784 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [13:14:15.165940] Epoch: [272] [1880/2904] eta: 0:12:54 lr: 0.001887 loss: 0.1801 (0.1915) loss_rec_all: 0.2064 (0.2174) loss_rec_sfr: 0.2672 (0.2791) loss_cl: -0.2786 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [13:14:30.075122] Epoch: [272] [1900/2904] eta: 0:12:39 lr: 0.001887 loss: 0.1866 (0.1915) loss_rec_all: 0.2126 (0.2174) loss_rec_sfr: 0.2761 (0.2792) loss_cl: -0.2799 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [13:14:44.976759] Epoch: [272] [1920/2904] eta: 0:12:24 lr: 0.001887 loss: 0.1805 (0.1916) loss_rec_all: 0.2066 (0.2175) loss_rec_sfr: 0.2679 (0.2795) loss_cl: -0.2794 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [13:14:59.882146] Epoch: [272] [1940/2904] eta: 0:12:08 lr: 0.001886 loss: 0.1794 (0.1916) loss_rec_all: 0.2060 (0.2175) loss_rec_sfr: 0.2197 (0.2793) loss_cl: -0.2787 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [13:15:14.791493] Epoch: [272] [1960/2904] eta: 0:11:53 lr: 0.001886 loss: 0.1793 (0.1916) loss_rec_all: 0.2053 (0.2175) loss_rec_sfr: 0.2630 (0.2795) loss_cl: -0.2785 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [13:15:29.698589] Epoch: [272] [1980/2904] eta: 0:11:38 lr: 0.001886 loss: 0.1800 (0.1915) loss_rec_all: 0.2062 (0.2174) loss_rec_sfr: 0.2593 (0.2791) loss_cl: -0.2792 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [13:15:44.604457] Epoch: [272] [2000/2904] eta: 0:11:23 lr: 0.001886 loss: 0.1816 (0.1915) loss_rec_all: 0.2078 (0.2174) loss_rec_sfr: 0.2356 (0.2791) loss_cl: -0.2803 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [13:15:59.508915] Epoch: [272] [2020/2904] eta: 0:11:07 lr: 0.001886 loss: 0.1851 (0.1915) loss_rec_all: 0.2114 (0.2175) loss_rec_sfr: 0.2619 (0.2791) loss_cl: -0.2791 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [13:16:14.418760] Epoch: [272] [2040/2904] eta: 0:10:52 lr: 0.001886 loss: 0.1831 (0.1916) loss_rec_all: 0.2091 (0.2175) loss_rec_sfr: 0.2657 (0.2794) loss_cl: -0.2783 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [13:16:29.330315] Epoch: [272] [2060/2904] eta: 0:10:37 lr: 0.001886 loss: 0.1825 (0.1916) loss_rec_all: 0.2087 (0.2176) loss_rec_sfr: 0.2622 (0.2794) loss_cl: -0.2796 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [13:16:44.240443] Epoch: [272] [2080/2904] eta: 0:10:22 lr: 0.001886 loss: 0.1831 (0.1916) loss_rec_all: 0.2098 (0.2176) loss_rec_sfr: 0.2650 (0.2795) loss_cl: -0.2801 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [13:16:59.146494] Epoch: [272] [2100/2904] eta: 0:10:07 lr: 0.001886 loss: 0.1775 (0.1916) loss_rec_all: 0.2034 (0.2176) loss_rec_sfr: 0.2271 (0.2794) loss_cl: -0.2794 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [13:17:14.060395] Epoch: [272] [2120/2904] eta: 0:09:51 lr: 0.001886 loss: 0.1860 (0.1917) loss_rec_all: 0.2119 (0.2176) loss_rec_sfr: 0.2723 (0.2797) loss_cl: -0.2781 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [13:17:28.972758] Epoch: [272] [2140/2904] eta: 0:09:36 lr: 0.001886 loss: 0.1842 (0.1917) loss_rec_all: 0.2098 (0.2176) loss_rec_sfr: 0.2667 (0.2797) loss_cl: -0.2769 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [13:17:43.879794] Epoch: [272] [2160/2904] eta: 0:09:21 lr: 0.001886 loss: 0.1814 (0.1917) loss_rec_all: 0.2074 (0.2176) loss_rec_sfr: 0.2570 (0.2796) loss_cl: -0.2782 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [13:17:58.785036] Epoch: [272] [2180/2904] eta: 0:09:06 lr: 0.001886 loss: 0.1813 (0.1917) loss_rec_all: 0.2076 (0.2176) loss_rec_sfr: 0.2656 (0.2795) loss_cl: -0.2797 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [13:18:13.692498] Epoch: [272] [2200/2904] eta: 0:08:51 lr: 0.001886 loss: 0.1796 (0.1916) loss_rec_all: 0.2061 (0.2176) loss_rec_sfr: 0.2629 (0.2794) loss_cl: -0.2793 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [13:18:28.601220] Epoch: [272] [2220/2904] eta: 0:08:36 lr: 0.001886 loss: 0.1815 (0.1916) loss_rec_all: 0.2078 (0.2175) loss_rec_sfr: 0.2609 (0.2792) loss_cl: -0.2791 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [13:18:43.513206] Epoch: [272] [2240/2904] eta: 0:08:21 lr: 0.001886 loss: 0.1788 (0.1916) loss_rec_all: 0.2053 (0.2175) loss_rec_sfr: 0.2571 (0.2791) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [13:18:58.419268] Epoch: [272] [2260/2904] eta: 0:08:05 lr: 0.001886 loss: 0.1869 (0.1916) loss_rec_all: 0.2130 (0.2175) loss_rec_sfr: 0.2656 (0.2792) loss_cl: -0.2786 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [13:19:13.323408] Epoch: [272] [2280/2904] eta: 0:07:50 lr: 0.001886 loss: 0.1856 (0.1916) loss_rec_all: 0.2117 (0.2176) loss_rec_sfr: 0.2726 (0.2794) loss_cl: -0.2785 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [13:19:28.231210] Epoch: [272] [2300/2904] eta: 0:07:35 lr: 0.001886 loss: 0.1828 (0.1917) loss_rec_all: 0.2092 (0.2176) loss_rec_sfr: 0.2673 (0.2795) loss_cl: -0.2797 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [13:19:43.137241] Epoch: [272] [2320/2904] eta: 0:07:20 lr: 0.001886 loss: 0.1849 (0.1917) loss_rec_all: 0.2109 (0.2176) loss_rec_sfr: 0.2534 (0.2795) loss_cl: -0.2797 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [13:19:58.039144] Epoch: [272] [2340/2904] eta: 0:07:05 lr: 0.001886 loss: 0.1805 (0.1917) loss_rec_all: 0.2070 (0.2176) loss_rec_sfr: 0.2556 (0.2794) loss_cl: -0.2793 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [13:20:12.948240] Epoch: [272] [2360/2904] eta: 0:06:50 lr: 0.001886 loss: 0.1845 (0.1917) loss_rec_all: 0.2104 (0.2177) loss_rec_sfr: 0.2815 (0.2796) loss_cl: -0.2782 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [13:20:27.860288] Epoch: [272] [2380/2904] eta: 0:06:35 lr: 0.001886 loss: 0.1832 (0.1918) loss_rec_all: 0.2092 (0.2177) loss_rec_sfr: 0.2791 (0.2799) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [13:20:42.773041] Epoch: [272] [2400/2904] eta: 0:06:19 lr: 0.001886 loss: 0.1811 (0.1918) loss_rec_all: 0.2072 (0.2177) loss_rec_sfr: 0.2666 (0.2800) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [13:20:57.684481] Epoch: [272] [2420/2904] eta: 0:06:04 lr: 0.001886 loss: 0.1831 (0.1918) loss_rec_all: 0.2089 (0.2177) loss_rec_sfr: 0.2632 (0.2800) loss_cl: -0.2785 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [13:21:12.596624] Epoch: [272] [2440/2904] eta: 0:05:49 lr: 0.001886 loss: 0.1839 (0.1918) loss_rec_all: 0.2098 (0.2177) loss_rec_sfr: 0.2726 (0.2801) loss_cl: -0.2782 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [13:21:27.506723] Epoch: [272] [2460/2904] eta: 0:05:34 lr: 0.001886 loss: 0.1831 (0.1918) loss_rec_all: 0.2095 (0.2177) loss_rec_sfr: 0.2670 (0.2802) loss_cl: -0.2791 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [13:21:42.436819] Epoch: [272] [2480/2904] eta: 0:05:19 lr: 0.001886 loss: 0.1805 (0.1917) loss_rec_all: 0.2065 (0.2177) loss_rec_sfr: 0.2596 (0.2799) loss_cl: -0.2798 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [13:21:57.356351] Epoch: [272] [2500/2904] eta: 0:05:04 lr: 0.001886 loss: 0.1837 (0.1917) loss_rec_all: 0.2098 (0.2176) loss_rec_sfr: 0.2674 (0.2799) loss_cl: -0.2797 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [13:22:12.278040] Epoch: [272] [2520/2904] eta: 0:04:49 lr: 0.001886 loss: 0.1791 (0.1917) loss_rec_all: 0.2057 (0.2176) loss_rec_sfr: 0.2144 (0.2796) loss_cl: -0.2792 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [13:22:27.193773] Epoch: [272] [2540/2904] eta: 0:04:34 lr: 0.001886 loss: 0.1808 (0.1917) loss_rec_all: 0.2072 (0.2176) loss_rec_sfr: 0.2545 (0.2796) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [13:22:42.122661] Epoch: [272] [2560/2904] eta: 0:04:19 lr: 0.001886 loss: 0.1816 (0.1916) loss_rec_all: 0.2078 (0.2176) loss_rec_sfr: 0.2603 (0.2795) loss_cl: -0.2788 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [13:22:57.059541] Epoch: [272] [2580/2904] eta: 0:04:04 lr: 0.001886 loss: 0.1881 (0.1918) loss_rec_all: 0.2141 (0.2177) loss_rec_sfr: 0.2781 (0.2799) loss_cl: -0.2786 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [13:23:11.985936] Epoch: [272] [2600/2904] eta: 0:03:49 lr: 0.001886 loss: 0.1799 (0.1917) loss_rec_all: 0.2066 (0.2176) loss_rec_sfr: 0.2250 (0.2796) loss_cl: -0.2798 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [13:23:26.912643] Epoch: [272] [2620/2904] eta: 0:03:33 lr: 0.001886 loss: 0.1831 (0.1918) loss_rec_all: 0.2093 (0.2177) loss_rec_sfr: 0.2753 (0.2799) loss_cl: -0.2793 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [13:23:41.843457] Epoch: [272] [2640/2904] eta: 0:03:18 lr: 0.001885 loss: 0.1822 (0.1918) loss_rec_all: 0.2085 (0.2178) loss_rec_sfr: 0.2692 (0.2801) loss_cl: -0.2782 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [13:23:56.772527] Epoch: [272] [2660/2904] eta: 0:03:03 lr: 0.001885 loss: 0.1844 (0.1918) loss_rec_all: 0.2103 (0.2177) loss_rec_sfr: 0.2695 (0.2800) loss_cl: -0.2782 (-0.2788) time: 0.7464 data: 0.0003 max mem: 29860 [13:24:11.699658] Epoch: [272] [2680/2904] eta: 0:02:48 lr: 0.001885 loss: 0.1819 (0.1918) loss_rec_all: 0.2079 (0.2177) loss_rec_sfr: 0.2554 (0.2800) loss_cl: -0.2795 (-0.2788) time: 0.7463 data: 0.0003 max mem: 29860 [13:24:26.625338] Epoch: [272] [2700/2904] eta: 0:02:33 lr: 0.001885 loss: 0.1806 (0.1918) loss_rec_all: 0.2068 (0.2177) loss_rec_sfr: 0.2587 (0.2799) loss_cl: -0.2790 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [13:24:41.545768] Epoch: [272] [2720/2904] eta: 0:02:18 lr: 0.001885 loss: 0.1815 (0.1918) loss_rec_all: 0.2072 (0.2177) loss_rec_sfr: 0.2601 (0.2799) loss_cl: -0.2792 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [13:24:56.471034] Epoch: [272] [2740/2904] eta: 0:02:03 lr: 0.001885 loss: 0.1813 (0.1917) loss_rec_all: 0.2077 (0.2176) loss_rec_sfr: 0.2286 (0.2797) loss_cl: -0.2791 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [13:25:11.398364] Epoch: [272] [2760/2904] eta: 0:01:48 lr: 0.001885 loss: 0.1831 (0.1917) loss_rec_all: 0.2093 (0.2176) loss_rec_sfr: 0.2586 (0.2796) loss_cl: -0.2792 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [13:25:26.317530] Epoch: [272] [2780/2904] eta: 0:01:33 lr: 0.001885 loss: 0.1849 (0.1917) loss_rec_all: 0.2110 (0.2176) loss_rec_sfr: 0.2685 (0.2796) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [13:25:41.243928] Epoch: [272] [2800/2904] eta: 0:01:18 lr: 0.001885 loss: 0.1870 (0.1918) loss_rec_all: 0.2133 (0.2177) loss_rec_sfr: 0.2324 (0.2796) loss_cl: -0.2790 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [13:25:56.165696] Epoch: [272] [2820/2904] eta: 0:01:03 lr: 0.001885 loss: 0.1860 (0.1917) loss_rec_all: 0.2118 (0.2177) loss_rec_sfr: 0.2683 (0.2796) loss_cl: -0.2796 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [13:26:11.136738] Epoch: [272] [2840/2904] eta: 0:00:48 lr: 0.001885 loss: 0.1798 (0.1917) loss_rec_all: 0.2058 (0.2177) loss_rec_sfr: 0.2653 (0.2797) loss_cl: -0.2787 (-0.2788) time: 0.7485 data: 0.0029 max mem: 29860 [13:26:26.050777] Epoch: [272] [2860/2904] eta: 0:00:33 lr: 0.001885 loss: 0.1820 (0.1917) loss_rec_all: 0.2083 (0.2177) loss_rec_sfr: 0.2613 (0.2797) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0001 max mem: 29860 [13:26:40.967552] Epoch: [272] [2880/2904] eta: 0:00:18 lr: 0.001885 loss: 0.1837 (0.1917) loss_rec_all: 0.2097 (0.2176) loss_rec_sfr: 0.2507 (0.2795) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0001 max mem: 29860 [13:26:55.869791] Epoch: [272] [2900/2904] eta: 0:00:03 lr: 0.001885 loss: 0.1854 (0.1918) loss_rec_all: 0.2115 (0.2177) loss_rec_sfr: 0.2683 (0.2797) loss_cl: -0.2795 (-0.2788) time: 0.7451 data: 0.0001 max mem: 29860 [13:26:58.112450] Epoch: [272] [2903/2904] eta: 0:00:00 lr: 0.001885 loss: 0.1821 (0.1918) loss_rec_all: 0.2084 (0.2177) loss_rec_sfr: 0.2683 (0.2796) loss_cl: -0.2798 (-0.2788) time: 0.7450 data: 0.0001 max mem: 29860 [13:27:00.474326] Epoch: [272] Total time: 0:36:28 (0.7535 s / it) [13:27:00.475606] Averaged stats: lr: 0.001885 loss: 0.1821 (0.1947) loss_rec_all: 0.2084 (0.2183) loss_rec_sfr: 0.2683 (0.2818) loss_cl: -0.2798 (-0.2556) [13:27:00.481487] log_dir: ./checkpoint/VF2_ViT-B [13:27:16.638823] Epoch: [273] [ 0/2904] eta: 13:01:57 lr: 0.001885 loss: 0.1743 (0.1743) loss_rec_all: 0.2005 (0.2005) loss_rec_sfr: 0.2272 (0.2272) loss_cl: -0.2784 (-0.2784) time: 16.1563 data: 15.4218 max mem: 29860 [13:27:33.531076] Epoch: [273] [ 20/2904] eta: 1:15:38 lr: 0.001885 loss: 0.1820 (0.1891) loss_rec_all: 0.2080 (0.2151) loss_rec_sfr: 0.2641 (0.2761) loss_cl: -0.2789 (-0.2789) time: 0.8446 data: 0.0129 max mem: 29860 [13:27:48.415601] Epoch: [273] [ 40/2904] eta: 0:55:48 lr: 0.001885 loss: 0.1829 (0.1915) loss_rec_all: 0.2092 (0.2175) loss_rec_sfr: 0.2657 (0.2809) loss_cl: -0.2792 (-0.2789) time: 0.7442 data: 0.0002 max mem: 29860 [13:28:03.317584] Epoch: [273] [ 60/2904] eta: 0:48:49 lr: 0.001885 loss: 0.1858 (0.1945) loss_rec_all: 0.2115 (0.2203) loss_rec_sfr: 0.2671 (0.2918) loss_cl: -0.2773 (-0.2784) time: 0.7450 data: 0.0002 max mem: 29860 [13:28:18.236201] Epoch: [273] [ 80/2904] eta: 0:45:10 lr: 0.001885 loss: 0.1831 (0.1935) loss_rec_all: 0.2088 (0.2193) loss_rec_sfr: 0.2676 (0.2886) loss_cl: -0.2781 (-0.2783) time: 0.7459 data: 0.0002 max mem: 29860 [13:28:33.157461] Epoch: [273] [ 100/2904] eta: 0:42:52 lr: 0.001885 loss: 0.1823 (0.1924) loss_rec_all: 0.2081 (0.2182) loss_rec_sfr: 0.2609 (0.2838) loss_cl: -0.2793 (-0.2784) time: 0.7460 data: 0.0002 max mem: 29860 [13:28:48.079621] Epoch: [273] [ 120/2904] eta: 0:41:15 lr: 0.001885 loss: 0.1877 (0.1926) loss_rec_all: 0.2138 (0.2185) loss_rec_sfr: 0.2648 (0.2852) loss_cl: -0.2797 (-0.2786) time: 0.7461 data: 0.0002 max mem: 29860 [13:29:03.030769] Epoch: [273] [ 140/2904] eta: 0:40:02 lr: 0.001885 loss: 0.1845 (0.1934) loss_rec_all: 0.2105 (0.2192) loss_rec_sfr: 0.2676 (0.2873) loss_cl: -0.2797 (-0.2788) time: 0.7475 data: 0.0003 max mem: 29860 [13:29:17.985006] Epoch: [273] [ 160/2904] eta: 0:39:03 lr: 0.001885 loss: 0.1828 (0.1930) loss_rec_all: 0.2090 (0.2188) loss_rec_sfr: 0.2563 (0.2856) loss_cl: -0.2794 (-0.2788) time: 0.7477 data: 0.0003 max mem: 29860 [13:29:32.932142] Epoch: [273] [ 180/2904] eta: 0:38:14 lr: 0.001885 loss: 0.1829 (0.1930) loss_rec_all: 0.2089 (0.2189) loss_rec_sfr: 0.2660 (0.2848) loss_cl: -0.2785 (-0.2788) time: 0.7473 data: 0.0002 max mem: 29860 [13:29:47.860035] Epoch: [273] [ 200/2904] eta: 0:37:31 lr: 0.001885 loss: 0.1821 (0.1934) loss_rec_all: 0.2083 (0.2193) loss_rec_sfr: 0.2679 (0.2864) loss_cl: -0.2784 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [13:30:02.827865] Epoch: [273] [ 220/2904] eta: 0:36:54 lr: 0.001885 loss: 0.1784 (0.1927) loss_rec_all: 0.2043 (0.2186) loss_rec_sfr: 0.2641 (0.2846) loss_cl: -0.2789 (-0.2788) time: 0.7483 data: 0.0003 max mem: 29860 [13:30:17.772386] Epoch: [273] [ 240/2904] eta: 0:36:20 lr: 0.001885 loss: 0.1824 (0.1926) loss_rec_all: 0.2085 (0.2184) loss_rec_sfr: 0.2651 (0.2846) loss_cl: -0.2787 (-0.2788) time: 0.7472 data: 0.0002 max mem: 29860 [13:30:32.706109] Epoch: [273] [ 260/2904] eta: 0:35:49 lr: 0.001885 loss: 0.1797 (0.1924) loss_rec_all: 0.2058 (0.2183) loss_rec_sfr: 0.2573 (0.2844) loss_cl: -0.2792 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [13:30:47.638363] Epoch: [273] [ 280/2904] eta: 0:35:21 lr: 0.001885 loss: 0.1788 (0.1917) loss_rec_all: 0.2051 (0.2177) loss_rec_sfr: 0.2509 (0.2818) loss_cl: -0.2785 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [13:31:02.598214] Epoch: [273] [ 300/2904] eta: 0:34:54 lr: 0.001885 loss: 0.1801 (0.1915) loss_rec_all: 0.2060 (0.2174) loss_rec_sfr: 0.2494 (0.2802) loss_cl: -0.2784 (-0.2787) time: 0.7480 data: 0.0002 max mem: 29860 [13:31:17.524683] Epoch: [273] [ 320/2904] eta: 0:34:29 lr: 0.001885 loss: 0.1819 (0.1914) loss_rec_all: 0.2080 (0.2173) loss_rec_sfr: 0.2640 (0.2803) loss_cl: -0.2795 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [13:31:32.593769] Epoch: [273] [ 340/2904] eta: 0:34:05 lr: 0.001885 loss: 0.1802 (0.1913) loss_rec_all: 0.2063 (0.2172) loss_rec_sfr: 0.2733 (0.2806) loss_cl: -0.2801 (-0.2788) time: 0.7534 data: 0.0002 max mem: 29860 [13:31:47.516273] Epoch: [273] [ 360/2904] eta: 0:33:42 lr: 0.001885 loss: 0.1802 (0.1911) loss_rec_all: 0.2065 (0.2170) loss_rec_sfr: 0.2598 (0.2797) loss_cl: -0.2793 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [13:32:02.440971] Epoch: [273] [ 380/2904] eta: 0:33:20 lr: 0.001885 loss: 0.1834 (0.1914) loss_rec_all: 0.2097 (0.2174) loss_rec_sfr: 0.2739 (0.2810) loss_cl: -0.2786 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [13:32:17.367328] Epoch: [273] [ 400/2904] eta: 0:32:58 lr: 0.001885 loss: 0.1816 (0.1915) loss_rec_all: 0.2075 (0.2175) loss_rec_sfr: 0.2666 (0.2817) loss_cl: -0.2794 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [13:32:32.284339] Epoch: [273] [ 420/2904] eta: 0:32:37 lr: 0.001885 loss: 0.1832 (0.1917) loss_rec_all: 0.2092 (0.2176) loss_rec_sfr: 0.2701 (0.2820) loss_cl: -0.2792 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [13:32:47.209409] Epoch: [273] [ 440/2904] eta: 0:32:17 lr: 0.001885 loss: 0.1811 (0.1916) loss_rec_all: 0.2077 (0.2175) loss_rec_sfr: 0.2671 (0.2817) loss_cl: -0.2792 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [13:33:02.137731] Epoch: [273] [ 460/2904] eta: 0:31:57 lr: 0.001884 loss: 0.1840 (0.1921) loss_rec_all: 0.2097 (0.2180) loss_rec_sfr: 0.2754 (0.2829) loss_cl: -0.2778 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [13:33:17.063969] Epoch: [273] [ 480/2904] eta: 0:31:37 lr: 0.001884 loss: 0.1817 (0.1921) loss_rec_all: 0.2078 (0.2180) loss_rec_sfr: 0.2735 (0.2832) loss_cl: -0.2784 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [13:33:31.984563] Epoch: [273] [ 500/2904] eta: 0:31:18 lr: 0.001884 loss: 0.1840 (0.1919) loss_rec_all: 0.2099 (0.2178) loss_rec_sfr: 0.2673 (0.2828) loss_cl: -0.2795 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [13:33:46.905532] Epoch: [273] [ 520/2904] eta: 0:30:59 lr: 0.001884 loss: 0.1844 (0.1920) loss_rec_all: 0.2105 (0.2179) loss_rec_sfr: 0.2599 (0.2827) loss_cl: -0.2796 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [13:34:01.827511] Epoch: [273] [ 540/2904] eta: 0:30:41 lr: 0.001884 loss: 0.1823 (0.1923) loss_rec_all: 0.2083 (0.2182) loss_rec_sfr: 0.2676 (0.2835) loss_cl: -0.2788 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [13:34:16.749503] Epoch: [273] [ 560/2904] eta: 0:30:22 lr: 0.001884 loss: 0.1812 (0.1923) loss_rec_all: 0.2076 (0.2182) loss_rec_sfr: 0.2708 (0.2837) loss_cl: -0.2789 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [13:34:31.677390] Epoch: [273] [ 580/2904] eta: 0:30:04 lr: 0.001884 loss: 0.1845 (0.1924) loss_rec_all: 0.2105 (0.2183) loss_rec_sfr: 0.2694 (0.2842) loss_cl: -0.2791 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [13:34:46.605808] Epoch: [273] [ 600/2904] eta: 0:29:46 lr: 0.001884 loss: 0.1850 (0.1927) loss_rec_all: 0.2112 (0.2186) loss_rec_sfr: 0.2714 (0.2853) loss_cl: -0.2791 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [13:35:01.521728] Epoch: [273] [ 620/2904] eta: 0:29:29 lr: 0.001884 loss: 0.1871 (0.1928) loss_rec_all: 0.2131 (0.2187) loss_rec_sfr: 0.2665 (0.2856) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [13:35:16.445064] Epoch: [273] [ 640/2904] eta: 0:29:11 lr: 0.001884 loss: 0.1823 (0.1928) loss_rec_all: 0.2083 (0.2186) loss_rec_sfr: 0.2526 (0.2851) loss_cl: -0.2783 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [13:35:31.376200] Epoch: [273] [ 660/2904] eta: 0:28:54 lr: 0.001884 loss: 0.1811 (0.1928) loss_rec_all: 0.2070 (0.2187) loss_rec_sfr: 0.2739 (0.2856) loss_cl: -0.2787 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [13:35:46.296790] Epoch: [273] [ 680/2904] eta: 0:28:37 lr: 0.001884 loss: 0.1813 (0.1927) loss_rec_all: 0.2072 (0.2186) loss_rec_sfr: 0.2618 (0.2855) loss_cl: -0.2783 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [13:36:01.213764] Epoch: [273] [ 700/2904] eta: 0:28:20 lr: 0.001884 loss: 0.1819 (0.1929) loss_rec_all: 0.2078 (0.2187) loss_rec_sfr: 0.2633 (0.2855) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [13:36:16.135217] Epoch: [273] [ 720/2904] eta: 0:28:03 lr: 0.001884 loss: 0.1842 (0.1928) loss_rec_all: 0.2104 (0.2187) loss_rec_sfr: 0.2729 (0.2853) loss_cl: -0.2794 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [13:36:31.055369] Epoch: [273] [ 740/2904] eta: 0:27:46 lr: 0.001884 loss: 0.1820 (0.1928) loss_rec_all: 0.2083 (0.2187) loss_rec_sfr: 0.2671 (0.2853) loss_cl: -0.2801 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [13:36:45.974313] Epoch: [273] [ 760/2904] eta: 0:27:29 lr: 0.001884 loss: 0.1818 (0.1928) loss_rec_all: 0.2076 (0.2187) loss_rec_sfr: 0.2591 (0.2853) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [13:37:00.887668] Epoch: [273] [ 780/2904] eta: 0:27:12 lr: 0.001884 loss: 0.1832 (0.1928) loss_rec_all: 0.2095 (0.2187) loss_rec_sfr: 0.2728 (0.2854) loss_cl: -0.2779 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [13:37:15.809977] Epoch: [273] [ 800/2904] eta: 0:26:56 lr: 0.001884 loss: 0.1811 (0.1928) loss_rec_all: 0.2069 (0.2186) loss_rec_sfr: 0.2700 (0.2857) loss_cl: -0.2775 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [13:37:30.727622] Epoch: [273] [ 820/2904] eta: 0:26:39 lr: 0.001884 loss: 0.1859 (0.1927) loss_rec_all: 0.2119 (0.2185) loss_rec_sfr: 0.2654 (0.2853) loss_cl: -0.2793 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [13:37:45.643249] Epoch: [273] [ 840/2904] eta: 0:26:23 lr: 0.001884 loss: 0.1878 (0.1926) loss_rec_all: 0.2142 (0.2185) loss_rec_sfr: 0.2606 (0.2849) loss_cl: -0.2795 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [13:38:00.561345] Epoch: [273] [ 860/2904] eta: 0:26:06 lr: 0.001884 loss: 0.1872 (0.1926) loss_rec_all: 0.2132 (0.2185) loss_rec_sfr: 0.2614 (0.2846) loss_cl: -0.2806 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [13:38:15.483928] Epoch: [273] [ 880/2904] eta: 0:25:50 lr: 0.001884 loss: 0.1804 (0.1924) loss_rec_all: 0.2066 (0.2183) loss_rec_sfr: 0.2625 (0.2840) loss_cl: -0.2790 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [13:38:30.400177] Epoch: [273] [ 900/2904] eta: 0:25:34 lr: 0.001884 loss: 0.1826 (0.1923) loss_rec_all: 0.2086 (0.2182) loss_rec_sfr: 0.2586 (0.2834) loss_cl: -0.2786 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [13:38:45.323884] Epoch: [273] [ 920/2904] eta: 0:25:18 lr: 0.001884 loss: 0.1796 (0.1921) loss_rec_all: 0.2058 (0.2180) loss_rec_sfr: 0.2581 (0.2828) loss_cl: -0.2777 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [13:39:00.242727] Epoch: [273] [ 940/2904] eta: 0:25:02 lr: 0.001884 loss: 0.1811 (0.1923) loss_rec_all: 0.2072 (0.2182) loss_rec_sfr: 0.2708 (0.2833) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [13:39:15.167918] Epoch: [273] [ 960/2904] eta: 0:24:46 lr: 0.001884 loss: 0.1814 (0.1921) loss_rec_all: 0.2072 (0.2180) loss_rec_sfr: 0.2341 (0.2826) loss_cl: -0.2793 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [13:39:30.091984] Epoch: [273] [ 980/2904] eta: 0:24:30 lr: 0.001884 loss: 0.1771 (0.1920) loss_rec_all: 0.2035 (0.2179) loss_rec_sfr: 0.2636 (0.2825) loss_cl: -0.2796 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [13:39:45.008176] Epoch: [273] [1000/2904] eta: 0:24:14 lr: 0.001884 loss: 0.1816 (0.1920) loss_rec_all: 0.2078 (0.2179) loss_rec_sfr: 0.2652 (0.2825) loss_cl: -0.2798 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [13:39:59.934561] Epoch: [273] [1020/2904] eta: 0:23:58 lr: 0.001884 loss: 0.1799 (0.1918) loss_rec_all: 0.2060 (0.2177) loss_rec_sfr: 0.2525 (0.2820) loss_cl: -0.2786 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [13:40:14.842536] Epoch: [273] [1040/2904] eta: 0:23:42 lr: 0.001884 loss: 0.1799 (0.1917) loss_rec_all: 0.2060 (0.2176) loss_rec_sfr: 0.2627 (0.2816) loss_cl: -0.2786 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [13:40:29.753873] Epoch: [273] [1060/2904] eta: 0:23:26 lr: 0.001884 loss: 0.1843 (0.1916) loss_rec_all: 0.2105 (0.2175) loss_rec_sfr: 0.2620 (0.2812) loss_cl: -0.2791 (-0.2788) time: 0.7455 data: 0.0005 max mem: 29860 [13:40:44.658159] Epoch: [273] [1080/2904] eta: 0:23:10 lr: 0.001884 loss: 0.1845 (0.1918) loss_rec_all: 0.2106 (0.2177) loss_rec_sfr: 0.2627 (0.2816) loss_cl: -0.2791 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [13:40:59.566265] Epoch: [273] [1100/2904] eta: 0:22:54 lr: 0.001884 loss: 0.1872 (0.1919) loss_rec_all: 0.2134 (0.2178) loss_rec_sfr: 0.2749 (0.2821) loss_cl: -0.2791 (-0.2788) time: 0.7454 data: 0.0004 max mem: 29860 [13:41:14.471413] Epoch: [273] [1120/2904] eta: 0:22:38 lr: 0.001884 loss: 0.1828 (0.1919) loss_rec_all: 0.2089 (0.2178) loss_rec_sfr: 0.2678 (0.2822) loss_cl: -0.2787 (-0.2788) time: 0.7452 data: 0.0004 max mem: 29860 [13:41:29.379891] Epoch: [273] [1140/2904] eta: 0:22:23 lr: 0.001884 loss: 0.1855 (0.1919) loss_rec_all: 0.2119 (0.2178) loss_rec_sfr: 0.2401 (0.2820) loss_cl: -0.2796 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [13:41:44.289854] Epoch: [273] [1160/2904] eta: 0:22:07 lr: 0.001884 loss: 0.1826 (0.1920) loss_rec_all: 0.2094 (0.2180) loss_rec_sfr: 0.2615 (0.2822) loss_cl: -0.2796 (-0.2789) time: 0.7455 data: 0.0003 max mem: 29860 [13:41:59.197661] Epoch: [273] [1180/2904] eta: 0:21:51 lr: 0.001883 loss: 0.1785 (0.1921) loss_rec_all: 0.2050 (0.2180) loss_rec_sfr: 0.2605 (0.2823) loss_cl: -0.2789 (-0.2789) time: 0.7453 data: 0.0003 max mem: 29860 [13:42:14.109732] Epoch: [273] [1200/2904] eta: 0:21:36 lr: 0.001883 loss: 0.1841 (0.1921) loss_rec_all: 0.2099 (0.2180) loss_rec_sfr: 0.2662 (0.2824) loss_cl: -0.2780 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [13:42:29.018830] Epoch: [273] [1220/2904] eta: 0:21:20 lr: 0.001883 loss: 0.1823 (0.1920) loss_rec_all: 0.2083 (0.2179) loss_rec_sfr: 0.2644 (0.2822) loss_cl: -0.2783 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [13:42:43.924575] Epoch: [273] [1240/2904] eta: 0:21:04 lr: 0.001883 loss: 0.1840 (0.1921) loss_rec_all: 0.2100 (0.2180) loss_rec_sfr: 0.2667 (0.2823) loss_cl: -0.2793 (-0.2788) time: 0.7452 data: 0.0003 max mem: 29860 [13:42:58.828534] Epoch: [273] [1260/2904] eta: 0:20:49 lr: 0.001883 loss: 0.1835 (0.1920) loss_rec_all: 0.2101 (0.2179) loss_rec_sfr: 0.2512 (0.2820) loss_cl: -0.2802 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [13:43:13.732118] Epoch: [273] [1280/2904] eta: 0:20:33 lr: 0.001883 loss: 0.1843 (0.1920) loss_rec_all: 0.2102 (0.2179) loss_rec_sfr: 0.2606 (0.2820) loss_cl: -0.2790 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [13:43:28.640127] Epoch: [273] [1300/2904] eta: 0:20:18 lr: 0.001883 loss: 0.1825 (0.1920) loss_rec_all: 0.2086 (0.2179) loss_rec_sfr: 0.2679 (0.2820) loss_cl: -0.2787 (-0.2789) time: 0.7454 data: 0.0003 max mem: 29860 [13:43:43.545249] Epoch: [273] [1320/2904] eta: 0:20:02 lr: 0.001883 loss: 0.1815 (0.1919) loss_rec_all: 0.2079 (0.2179) loss_rec_sfr: 0.2634 (0.2819) loss_cl: -0.2796 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [13:43:58.453307] Epoch: [273] [1340/2904] eta: 0:19:47 lr: 0.001883 loss: 0.1802 (0.1919) loss_rec_all: 0.2066 (0.2178) loss_rec_sfr: 0.2661 (0.2816) loss_cl: -0.2789 (-0.2789) time: 0.7454 data: 0.0003 max mem: 29860 [13:44:13.372258] Epoch: [273] [1360/2904] eta: 0:19:31 lr: 0.001883 loss: 0.1812 (0.1918) loss_rec_all: 0.2072 (0.2177) loss_rec_sfr: 0.2634 (0.2812) loss_cl: -0.2785 (-0.2789) time: 0.7459 data: 0.0003 max mem: 29860 [13:44:28.275948] Epoch: [273] [1380/2904] eta: 0:19:16 lr: 0.001883 loss: 0.1833 (0.1918) loss_rec_all: 0.2093 (0.2177) loss_rec_sfr: 0.2626 (0.2813) loss_cl: -0.2785 (-0.2789) time: 0.7451 data: 0.0003 max mem: 29860 [13:44:43.182423] Epoch: [273] [1400/2904] eta: 0:19:00 lr: 0.001883 loss: 0.1830 (0.1917) loss_rec_all: 0.2095 (0.2177) loss_rec_sfr: 0.2319 (0.2811) loss_cl: -0.2789 (-0.2789) time: 0.7453 data: 0.0003 max mem: 29860 [13:44:58.088937] Epoch: [273] [1420/2904] eta: 0:18:45 lr: 0.001883 loss: 0.1923 (0.1919) loss_rec_all: 0.2183 (0.2178) loss_rec_sfr: 0.2703 (0.2816) loss_cl: -0.2782 (-0.2789) time: 0.7453 data: 0.0003 max mem: 29860 [13:45:12.997439] Epoch: [273] [1440/2904] eta: 0:18:29 lr: 0.001883 loss: 0.1817 (0.1920) loss_rec_all: 0.2077 (0.2179) loss_rec_sfr: 0.2684 (0.2820) loss_cl: -0.2787 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [13:45:27.906303] Epoch: [273] [1460/2904] eta: 0:18:14 lr: 0.001883 loss: 0.1819 (0.1919) loss_rec_all: 0.2078 (0.2178) loss_rec_sfr: 0.2667 (0.2819) loss_cl: -0.2792 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [13:45:42.815671] Epoch: [273] [1480/2904] eta: 0:17:59 lr: 0.001883 loss: 0.1796 (0.1919) loss_rec_all: 0.2058 (0.2178) loss_rec_sfr: 0.2610 (0.2818) loss_cl: -0.2787 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [13:45:57.722354] Epoch: [273] [1500/2904] eta: 0:17:43 lr: 0.001883 loss: 0.1789 (0.1920) loss_rec_all: 0.2049 (0.2179) loss_rec_sfr: 0.2686 (0.2822) loss_cl: -0.2792 (-0.2789) time: 0.7453 data: 0.0003 max mem: 29860 [13:46:12.629820] Epoch: [273] [1520/2904] eta: 0:17:28 lr: 0.001883 loss: 0.1802 (0.1920) loss_rec_all: 0.2063 (0.2179) loss_rec_sfr: 0.2599 (0.2823) loss_cl: -0.2777 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [13:46:27.533634] Epoch: [273] [1540/2904] eta: 0:17:12 lr: 0.001883 loss: 0.1840 (0.1920) loss_rec_all: 0.2099 (0.2179) loss_rec_sfr: 0.2688 (0.2824) loss_cl: -0.2791 (-0.2788) time: 0.7452 data: 0.0003 max mem: 29860 [13:46:42.439794] Epoch: [273] [1560/2904] eta: 0:16:57 lr: 0.001883 loss: 0.1813 (0.1919) loss_rec_all: 0.2078 (0.2178) loss_rec_sfr: 0.2682 (0.2821) loss_cl: -0.2790 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [13:46:57.347246] Epoch: [273] [1580/2904] eta: 0:16:42 lr: 0.001883 loss: 0.1794 (0.1919) loss_rec_all: 0.2057 (0.2178) loss_rec_sfr: 0.2649 (0.2820) loss_cl: -0.2791 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [13:47:12.253278] Epoch: [273] [1600/2904] eta: 0:16:26 lr: 0.001883 loss: 0.1800 (0.1919) loss_rec_all: 0.2059 (0.2178) loss_rec_sfr: 0.2677 (0.2821) loss_cl: -0.2786 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [13:47:27.160942] Epoch: [273] [1620/2904] eta: 0:16:11 lr: 0.001883 loss: 0.1820 (0.1919) loss_rec_all: 0.2079 (0.2178) loss_rec_sfr: 0.2554 (0.2820) loss_cl: -0.2785 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [13:47:42.069758] Epoch: [273] [1640/2904] eta: 0:15:56 lr: 0.001883 loss: 0.1841 (0.1918) loss_rec_all: 0.2105 (0.2178) loss_rec_sfr: 0.2582 (0.2819) loss_cl: -0.2791 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [13:47:56.977401] Epoch: [273] [1660/2904] eta: 0:15:40 lr: 0.001883 loss: 0.1793 (0.1918) loss_rec_all: 0.2056 (0.2178) loss_rec_sfr: 0.2390 (0.2819) loss_cl: -0.2796 (-0.2789) time: 0.7453 data: 0.0003 max mem: 29860 [13:48:11.883538] Epoch: [273] [1680/2904] eta: 0:15:25 lr: 0.001883 loss: 0.1819 (0.1917) loss_rec_all: 0.2076 (0.2176) loss_rec_sfr: 0.2588 (0.2815) loss_cl: -0.2790 (-0.2789) time: 0.7453 data: 0.0003 max mem: 29860 [13:48:26.796869] Epoch: [273] [1700/2904] eta: 0:15:10 lr: 0.001883 loss: 0.1835 (0.1917) loss_rec_all: 0.2096 (0.2177) loss_rec_sfr: 0.2663 (0.2817) loss_cl: -0.2788 (-0.2789) time: 0.7456 data: 0.0003 max mem: 29860 [13:48:41.704530] Epoch: [273] [1720/2904] eta: 0:14:55 lr: 0.001883 loss: 0.1816 (0.1917) loss_rec_all: 0.2075 (0.2176) loss_rec_sfr: 0.2624 (0.2814) loss_cl: -0.2790 (-0.2789) time: 0.7453 data: 0.0003 max mem: 29860 [13:48:56.609670] Epoch: [273] [1740/2904] eta: 0:14:39 lr: 0.001883 loss: 0.1796 (0.1917) loss_rec_all: 0.2059 (0.2176) loss_rec_sfr: 0.2381 (0.2813) loss_cl: -0.2780 (-0.2788) time: 0.7452 data: 0.0003 max mem: 29860 [13:49:11.523024] Epoch: [273] [1760/2904] eta: 0:14:24 lr: 0.001883 loss: 0.1843 (0.1917) loss_rec_all: 0.2101 (0.2176) loss_rec_sfr: 0.2628 (0.2814) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [13:49:26.430988] Epoch: [273] [1780/2904] eta: 0:14:09 lr: 0.001883 loss: 0.1852 (0.1917) loss_rec_all: 0.2115 (0.2176) loss_rec_sfr: 0.2674 (0.2815) loss_cl: -0.2789 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [13:49:41.339330] Epoch: [273] [1800/2904] eta: 0:13:54 lr: 0.001883 loss: 0.1800 (0.1917) loss_rec_all: 0.2060 (0.2176) loss_rec_sfr: 0.2544 (0.2812) loss_cl: -0.2795 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [13:49:56.251276] Epoch: [273] [1820/2904] eta: 0:13:38 lr: 0.001883 loss: 0.1865 (0.1918) loss_rec_all: 0.2128 (0.2177) loss_rec_sfr: 0.2740 (0.2816) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [13:50:11.161311] Epoch: [273] [1840/2904] eta: 0:13:23 lr: 0.001883 loss: 0.1800 (0.1917) loss_rec_all: 0.2060 (0.2177) loss_rec_sfr: 0.2558 (0.2814) loss_cl: -0.2791 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [13:50:26.083247] Epoch: [273] [1860/2904] eta: 0:13:08 lr: 0.001883 loss: 0.1817 (0.1917) loss_rec_all: 0.2080 (0.2176) loss_rec_sfr: 0.2557 (0.2812) loss_cl: -0.2787 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [13:50:40.987022] Epoch: [273] [1880/2904] eta: 0:12:53 lr: 0.001882 loss: 0.1783 (0.1917) loss_rec_all: 0.2044 (0.2176) loss_rec_sfr: 0.2627 (0.2812) loss_cl: -0.2787 (-0.2788) time: 0.7452 data: 0.0003 max mem: 29860 [13:50:55.895013] Epoch: [273] [1900/2904] eta: 0:12:38 lr: 0.001882 loss: 0.1808 (0.1917) loss_rec_all: 0.2067 (0.2176) loss_rec_sfr: 0.2660 (0.2813) loss_cl: -0.2784 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [13:51:10.801262] Epoch: [273] [1920/2904] eta: 0:12:22 lr: 0.001882 loss: 0.1799 (0.1918) loss_rec_all: 0.2062 (0.2177) loss_rec_sfr: 0.2632 (0.2814) loss_cl: -0.2783 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [13:51:25.710744] Epoch: [273] [1940/2904] eta: 0:12:07 lr: 0.001882 loss: 0.1843 (0.1918) loss_rec_all: 0.2103 (0.2177) loss_rec_sfr: 0.2685 (0.2815) loss_cl: -0.2791 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [13:51:40.613969] Epoch: [273] [1960/2904] eta: 0:11:52 lr: 0.001882 loss: 0.1775 (0.1917) loss_rec_all: 0.2039 (0.2177) loss_rec_sfr: 0.2144 (0.2811) loss_cl: -0.2792 (-0.2788) time: 0.7451 data: 0.0003 max mem: 29860 [13:51:55.525218] Epoch: [273] [1980/2904] eta: 0:11:37 lr: 0.001882 loss: 0.1807 (0.1917) loss_rec_all: 0.2070 (0.2176) loss_rec_sfr: 0.2461 (0.2810) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [13:52:10.434984] Epoch: [273] [2000/2904] eta: 0:11:22 lr: 0.001882 loss: 0.1850 (0.1918) loss_rec_all: 0.2110 (0.2177) loss_rec_sfr: 0.2642 (0.2811) loss_cl: -0.2790 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [13:52:25.343523] Epoch: [273] [2020/2904] eta: 0:11:06 lr: 0.001882 loss: 0.1804 (0.1917) loss_rec_all: 0.2070 (0.2176) loss_rec_sfr: 0.2635 (0.2808) loss_cl: -0.2792 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [13:52:40.250526] Epoch: [273] [2040/2904] eta: 0:10:51 lr: 0.001882 loss: 0.1827 (0.1917) loss_rec_all: 0.2086 (0.2177) loss_rec_sfr: 0.2725 (0.2810) loss_cl: -0.2791 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [13:52:55.159968] Epoch: [273] [2060/2904] eta: 0:10:36 lr: 0.001882 loss: 0.1828 (0.1918) loss_rec_all: 0.2087 (0.2177) loss_rec_sfr: 0.2706 (0.2812) loss_cl: -0.2786 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [13:53:10.060220] Epoch: [273] [2080/2904] eta: 0:10:21 lr: 0.001882 loss: 0.1922 (0.1919) loss_rec_all: 0.2181 (0.2178) loss_rec_sfr: 0.2752 (0.2815) loss_cl: -0.2783 (-0.2788) time: 0.7450 data: 0.0003 max mem: 29860 [13:53:24.959507] Epoch: [273] [2100/2904] eta: 0:10:06 lr: 0.001882 loss: 0.1852 (0.1919) loss_rec_all: 0.2113 (0.2179) loss_rec_sfr: 0.2641 (0.2816) loss_cl: -0.2792 (-0.2788) time: 0.7449 data: 0.0003 max mem: 29860 [13:53:39.863371] Epoch: [273] [2120/2904] eta: 0:09:51 lr: 0.001882 loss: 0.1816 (0.1919) loss_rec_all: 0.2079 (0.2178) loss_rec_sfr: 0.2613 (0.2815) loss_cl: -0.2790 (-0.2788) time: 0.7451 data: 0.0003 max mem: 29860 [13:53:54.771991] Epoch: [273] [2140/2904] eta: 0:09:36 lr: 0.001882 loss: 0.1795 (0.1919) loss_rec_all: 0.2059 (0.2178) loss_rec_sfr: 0.2684 (0.2816) loss_cl: -0.2786 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [13:54:09.703483] Epoch: [273] [2160/2904] eta: 0:09:20 lr: 0.001882 loss: 0.1782 (0.1918) loss_rec_all: 0.2046 (0.2177) loss_rec_sfr: 0.2514 (0.2813) loss_cl: -0.2789 (-0.2788) time: 0.7465 data: 0.0003 max mem: 29860 [13:54:24.618206] Epoch: [273] [2180/2904] eta: 0:09:05 lr: 0.001882 loss: 0.1845 (0.1919) loss_rec_all: 0.2107 (0.2178) loss_rec_sfr: 0.2669 (0.2814) loss_cl: -0.2794 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [13:54:39.531691] Epoch: [273] [2200/2904] eta: 0:08:50 lr: 0.001882 loss: 0.1820 (0.1919) loss_rec_all: 0.2084 (0.2178) loss_rec_sfr: 0.2584 (0.2812) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [13:54:54.434672] Epoch: [273] [2220/2904] eta: 0:08:35 lr: 0.001882 loss: 0.1811 (0.1918) loss_rec_all: 0.2076 (0.2178) loss_rec_sfr: 0.2612 (0.2811) loss_cl: -0.2795 (-0.2788) time: 0.7451 data: 0.0003 max mem: 29860 [13:55:09.342083] Epoch: [273] [2240/2904] eta: 0:08:20 lr: 0.001882 loss: 0.1822 (0.1918) loss_rec_all: 0.2082 (0.2177) loss_rec_sfr: 0.2639 (0.2811) loss_cl: -0.2788 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [13:55:24.249899] Epoch: [273] [2260/2904] eta: 0:08:05 lr: 0.001882 loss: 0.1849 (0.1919) loss_rec_all: 0.2109 (0.2178) loss_rec_sfr: 0.2818 (0.2815) loss_cl: -0.2786 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [13:55:39.153532] Epoch: [273] [2280/2904] eta: 0:07:50 lr: 0.001882 loss: 0.1812 (0.1919) loss_rec_all: 0.2073 (0.2178) loss_rec_sfr: 0.2589 (0.2814) loss_cl: -0.2784 (-0.2788) time: 0.7451 data: 0.0003 max mem: 29860 [13:55:54.066800] Epoch: [273] [2300/2904] eta: 0:07:35 lr: 0.001882 loss: 0.1814 (0.1918) loss_rec_all: 0.2077 (0.2177) loss_rec_sfr: 0.2649 (0.2812) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [13:56:08.971030] Epoch: [273] [2320/2904] eta: 0:07:19 lr: 0.001882 loss: 0.1809 (0.1918) loss_rec_all: 0.2071 (0.2177) loss_rec_sfr: 0.2547 (0.2811) loss_cl: -0.2793 (-0.2788) time: 0.7452 data: 0.0003 max mem: 29860 [13:56:23.883154] Epoch: [273] [2340/2904] eta: 0:07:04 lr: 0.001882 loss: 0.1856 (0.1918) loss_rec_all: 0.2114 (0.2177) loss_rec_sfr: 0.2669 (0.2812) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [13:56:38.793383] Epoch: [273] [2360/2904] eta: 0:06:49 lr: 0.001882 loss: 0.1801 (0.1918) loss_rec_all: 0.2063 (0.2177) loss_rec_sfr: 0.2659 (0.2812) loss_cl: -0.2793 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [13:56:53.699161] Epoch: [273] [2380/2904] eta: 0:06:34 lr: 0.001882 loss: 0.1823 (0.1918) loss_rec_all: 0.2083 (0.2177) loss_rec_sfr: 0.2608 (0.2812) loss_cl: -0.2788 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [13:57:08.610401] Epoch: [273] [2400/2904] eta: 0:06:19 lr: 0.001882 loss: 0.1804 (0.1918) loss_rec_all: 0.2068 (0.2177) loss_rec_sfr: 0.2638 (0.2810) loss_cl: -0.2785 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [13:57:23.520348] Epoch: [273] [2420/2904] eta: 0:06:04 lr: 0.001882 loss: 0.1821 (0.1917) loss_rec_all: 0.2079 (0.2176) loss_rec_sfr: 0.2571 (0.2809) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [13:57:38.425391] Epoch: [273] [2440/2904] eta: 0:05:49 lr: 0.001882 loss: 0.1803 (0.1917) loss_rec_all: 0.2063 (0.2176) loss_rec_sfr: 0.2689 (0.2807) loss_cl: -0.2790 (-0.2788) time: 0.7452 data: 0.0003 max mem: 29860 [13:57:53.329117] Epoch: [273] [2460/2904] eta: 0:05:34 lr: 0.001882 loss: 0.1809 (0.1917) loss_rec_all: 0.2075 (0.2176) loss_rec_sfr: 0.2556 (0.2808) loss_cl: -0.2796 (-0.2788) time: 0.7451 data: 0.0003 max mem: 29860 [13:58:08.245688] Epoch: [273] [2480/2904] eta: 0:05:19 lr: 0.001882 loss: 0.1780 (0.1917) loss_rec_all: 0.2046 (0.2176) loss_rec_sfr: 0.2592 (0.2808) loss_cl: -0.2797 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [13:58:23.153506] Epoch: [273] [2500/2904] eta: 0:05:04 lr: 0.001882 loss: 0.1819 (0.1917) loss_rec_all: 0.2084 (0.2176) loss_rec_sfr: 0.2699 (0.2808) loss_cl: -0.2785 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [13:58:38.059001] Epoch: [273] [2520/2904] eta: 0:04:49 lr: 0.001882 loss: 0.1805 (0.1917) loss_rec_all: 0.2069 (0.2176) loss_rec_sfr: 0.2600 (0.2806) loss_cl: -0.2793 (-0.2788) time: 0.7452 data: 0.0003 max mem: 29860 [13:58:52.967106] Epoch: [273] [2540/2904] eta: 0:04:33 lr: 0.001882 loss: 0.1825 (0.1917) loss_rec_all: 0.2087 (0.2176) loss_rec_sfr: 0.2743 (0.2807) loss_cl: -0.2790 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [13:59:07.881948] Epoch: [273] [2560/2904] eta: 0:04:18 lr: 0.001882 loss: 0.1812 (0.1917) loss_rec_all: 0.2074 (0.2176) loss_rec_sfr: 0.2736 (0.2808) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [13:59:22.792474] Epoch: [273] [2580/2904] eta: 0:04:03 lr: 0.001882 loss: 0.1785 (0.1917) loss_rec_all: 0.2050 (0.2176) loss_rec_sfr: 0.2685 (0.2808) loss_cl: -0.2793 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [13:59:37.702860] Epoch: [273] [2600/2904] eta: 0:03:48 lr: 0.001881 loss: 0.1807 (0.1917) loss_rec_all: 0.2067 (0.2176) loss_rec_sfr: 0.2726 (0.2810) loss_cl: -0.2802 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [13:59:52.612393] Epoch: [273] [2620/2904] eta: 0:03:33 lr: 0.001881 loss: 0.1823 (0.1916) loss_rec_all: 0.2084 (0.2176) loss_rec_sfr: 0.2251 (0.2808) loss_cl: -0.2787 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [14:00:07.519284] Epoch: [273] [2640/2904] eta: 0:03:18 lr: 0.001881 loss: 0.1798 (0.1916) loss_rec_all: 0.2063 (0.2175) loss_rec_sfr: 0.2355 (0.2806) loss_cl: -0.2793 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [14:00:22.431080] Epoch: [273] [2660/2904] eta: 0:03:03 lr: 0.001881 loss: 0.1837 (0.1917) loss_rec_all: 0.2097 (0.2176) loss_rec_sfr: 0.2668 (0.2808) loss_cl: -0.2799 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [14:00:37.341937] Epoch: [273] [2680/2904] eta: 0:02:48 lr: 0.001881 loss: 0.1818 (0.1917) loss_rec_all: 0.2083 (0.2176) loss_rec_sfr: 0.2702 (0.2809) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [14:00:52.244548] Epoch: [273] [2700/2904] eta: 0:02:33 lr: 0.001881 loss: 0.1860 (0.1917) loss_rec_all: 0.2119 (0.2176) loss_rec_sfr: 0.2589 (0.2809) loss_cl: -0.2791 (-0.2788) time: 0.7451 data: 0.0003 max mem: 29860 [14:01:07.158657] Epoch: [273] [2720/2904] eta: 0:02:18 lr: 0.001881 loss: 0.1859 (0.1917) loss_rec_all: 0.2120 (0.2176) loss_rec_sfr: 0.2698 (0.2810) loss_cl: -0.2804 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [14:01:22.073174] Epoch: [273] [2740/2904] eta: 0:02:03 lr: 0.001881 loss: 0.1882 (0.1918) loss_rec_all: 0.2142 (0.2177) loss_rec_sfr: 0.2627 (0.2811) loss_cl: -0.2797 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [14:01:36.975479] Epoch: [273] [2760/2904] eta: 0:01:48 lr: 0.001881 loss: 0.1799 (0.1917) loss_rec_all: 0.2063 (0.2177) loss_rec_sfr: 0.2667 (0.2811) loss_cl: -0.2796 (-0.2788) time: 0.7451 data: 0.0003 max mem: 29860 [14:01:51.886059] Epoch: [273] [2780/2904] eta: 0:01:33 lr: 0.001881 loss: 0.1840 (0.1918) loss_rec_all: 0.2107 (0.2177) loss_rec_sfr: 0.2635 (0.2811) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [14:02:06.794928] Epoch: [273] [2800/2904] eta: 0:01:18 lr: 0.001881 loss: 0.1827 (0.1918) loss_rec_all: 0.2090 (0.2177) loss_rec_sfr: 0.2566 (0.2810) loss_cl: -0.2786 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [14:02:21.704328] Epoch: [273] [2820/2904] eta: 0:01:03 lr: 0.001881 loss: 0.1848 (0.1919) loss_rec_all: 0.2109 (0.2178) loss_rec_sfr: 0.2865 (0.2814) loss_cl: -0.2773 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [14:02:36.678188] Epoch: [273] [2840/2904] eta: 0:00:48 lr: 0.001881 loss: 0.1840 (0.1919) loss_rec_all: 0.2106 (0.2178) loss_rec_sfr: 0.2607 (0.2814) loss_cl: -0.2788 (-0.2788) time: 0.7487 data: 0.0042 max mem: 29860 [14:02:51.575354] Epoch: [273] [2860/2904] eta: 0:00:33 lr: 0.001881 loss: 0.1930 (0.1920) loss_rec_all: 0.2192 (0.2179) loss_rec_sfr: 0.2663 (0.2818) loss_cl: -0.2797 (-0.2788) time: 0.7448 data: 0.0001 max mem: 29860 [14:03:06.465171] Epoch: [273] [2880/2904] eta: 0:00:18 lr: 0.001881 loss: 0.1791 (0.1919) loss_rec_all: 0.2056 (0.2179) loss_rec_sfr: 0.2675 (0.2817) loss_cl: -0.2793 (-0.2788) time: 0.7444 data: 0.0001 max mem: 29860 [14:03:21.358213] Epoch: [273] [2900/2904] eta: 0:00:03 lr: 0.001881 loss: 0.1811 (0.1919) loss_rec_all: 0.2075 (0.2178) loss_rec_sfr: 0.2661 (0.2817) loss_cl: -0.2781 (-0.2788) time: 0.7446 data: 0.0001 max mem: 29860 [14:03:23.600116] Epoch: [273] [2903/2904] eta: 0:00:00 lr: 0.001881 loss: 0.1798 (0.1919) loss_rec_all: 0.2058 (0.2178) loss_rec_sfr: 0.2661 (0.2816) loss_cl: -0.2783 (-0.2788) time: 0.7447 data: 0.0001 max mem: 29860 [14:03:25.917865] Epoch: [273] Total time: 0:36:25 (0.7526 s / it) [14:03:25.924619] Averaged stats: lr: 0.001881 loss: 0.1798 (0.1949) loss_rec_all: 0.2058 (0.2185) loss_rec_sfr: 0.2661 (0.2828) loss_cl: -0.2783 (-0.2556) [14:03:25.929401] log_dir: ./checkpoint/VF2_ViT-B [14:03:44.106450] Epoch: [274] [ 0/2904] eta: 14:39:42 lr: 0.001881 loss: 0.1904 (0.1904) loss_rec_all: 0.2164 (0.2164) loss_rec_sfr: 0.2629 (0.2629) loss_cl: -0.2783 (-0.2783) time: 18.1758 data: 16.7887 max mem: 29860 [14:03:59.508720] Epoch: [274] [ 20/2904] eta: 1:16:51 lr: 0.001881 loss: 0.1809 (0.1941) loss_rec_all: 0.2069 (0.2200) loss_rec_sfr: 0.2474 (0.2846) loss_cl: -0.2786 (-0.2784) time: 0.7701 data: 0.0002 max mem: 29860 [14:04:14.376114] Epoch: [274] [ 40/2904] eta: 0:56:23 lr: 0.001881 loss: 0.1812 (0.1903) loss_rec_all: 0.2070 (0.2162) loss_rec_sfr: 0.2657 (0.2764) loss_cl: -0.2786 (-0.2784) time: 0.7433 data: 0.0002 max mem: 29860 [14:04:29.244964] Epoch: [274] [ 60/2904] eta: 0:49:11 lr: 0.001881 loss: 0.1800 (0.1893) loss_rec_all: 0.2063 (0.2152) loss_rec_sfr: 0.2644 (0.2767) loss_cl: -0.2792 (-0.2786) time: 0.7434 data: 0.0002 max mem: 29860 [14:04:44.121308] Epoch: [274] [ 80/2904] eta: 0:45:25 lr: 0.001881 loss: 0.1798 (0.1889) loss_rec_all: 0.2059 (0.2148) loss_rec_sfr: 0.2672 (0.2743) loss_cl: -0.2789 (-0.2787) time: 0.7438 data: 0.0002 max mem: 29860 [14:04:59.009556] Epoch: [274] [ 100/2904] eta: 0:43:03 lr: 0.001881 loss: 0.1857 (0.1904) loss_rec_all: 0.2118 (0.2163) loss_rec_sfr: 0.2686 (0.2779) loss_cl: -0.2787 (-0.2786) time: 0.7444 data: 0.0002 max mem: 29860 [14:05:13.913947] Epoch: [274] [ 120/2904] eta: 0:41:24 lr: 0.001881 loss: 0.1833 (0.1912) loss_rec_all: 0.2094 (0.2171) loss_rec_sfr: 0.2716 (0.2803) loss_cl: -0.2792 (-0.2787) time: 0.7452 data: 0.0002 max mem: 29860 [14:05:28.826053] Epoch: [274] [ 140/2904] eta: 0:40:08 lr: 0.001881 loss: 0.1822 (0.1908) loss_rec_all: 0.2087 (0.2167) loss_rec_sfr: 0.2584 (0.2783) loss_cl: -0.2791 (-0.2787) time: 0.7456 data: 0.0003 max mem: 29860 [14:05:43.740611] Epoch: [274] [ 160/2904] eta: 0:39:08 lr: 0.001881 loss: 0.1824 (0.1913) loss_rec_all: 0.2083 (0.2172) loss_rec_sfr: 0.2699 (0.2805) loss_cl: -0.2785 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [14:05:58.658667] Epoch: [274] [ 180/2904] eta: 0:38:18 lr: 0.001881 loss: 0.1875 (0.1915) loss_rec_all: 0.2134 (0.2174) loss_rec_sfr: 0.2671 (0.2814) loss_cl: -0.2784 (-0.2787) time: 0.7459 data: 0.0003 max mem: 29860 [14:06:13.569616] Epoch: [274] [ 200/2904] eta: 0:37:35 lr: 0.001881 loss: 0.1809 (0.1916) loss_rec_all: 0.2074 (0.2175) loss_rec_sfr: 0.2680 (0.2817) loss_cl: -0.2790 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [14:06:28.506654] Epoch: [274] [ 220/2904] eta: 0:36:57 lr: 0.001881 loss: 0.1800 (0.1917) loss_rec_all: 0.2064 (0.2176) loss_rec_sfr: 0.2524 (0.2810) loss_cl: -0.2797 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [14:06:43.417607] Epoch: [274] [ 240/2904] eta: 0:36:22 lr: 0.001881 loss: 0.1816 (0.1913) loss_rec_all: 0.2075 (0.2172) loss_rec_sfr: 0.2311 (0.2795) loss_cl: -0.2781 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [14:06:58.323742] Epoch: [274] [ 260/2904] eta: 0:35:51 lr: 0.001881 loss: 0.1806 (0.1912) loss_rec_all: 0.2069 (0.2171) loss_rec_sfr: 0.2632 (0.2790) loss_cl: -0.2780 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [14:07:13.232241] Epoch: [274] [ 280/2904] eta: 0:35:22 lr: 0.001881 loss: 0.1841 (0.1914) loss_rec_all: 0.2103 (0.2174) loss_rec_sfr: 0.2589 (0.2797) loss_cl: -0.2791 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [14:07:28.144095] Epoch: [274] [ 300/2904] eta: 0:34:55 lr: 0.001881 loss: 0.1853 (0.1914) loss_rec_all: 0.2114 (0.2173) loss_rec_sfr: 0.2604 (0.2791) loss_cl: -0.2805 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [14:07:43.053827] Epoch: [274] [ 320/2904] eta: 0:34:29 lr: 0.001881 loss: 0.1773 (0.1913) loss_rec_all: 0.2036 (0.2172) loss_rec_sfr: 0.2532 (0.2790) loss_cl: -0.2793 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [14:07:58.002401] Epoch: [274] [ 340/2904] eta: 0:34:05 lr: 0.001881 loss: 0.1799 (0.1916) loss_rec_all: 0.2057 (0.2176) loss_rec_sfr: 0.2632 (0.2806) loss_cl: -0.2778 (-0.2788) time: 0.7474 data: 0.0002 max mem: 29860 [14:08:12.920494] Epoch: [274] [ 360/2904] eta: 0:33:42 lr: 0.001881 loss: 0.1839 (0.1920) loss_rec_all: 0.2100 (0.2179) loss_rec_sfr: 0.2702 (0.2819) loss_cl: -0.2779 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [14:08:27.833990] Epoch: [274] [ 380/2904] eta: 0:33:19 lr: 0.001881 loss: 0.1805 (0.1920) loss_rec_all: 0.2064 (0.2179) loss_rec_sfr: 0.2676 (0.2813) loss_cl: -0.2783 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [14:08:42.751361] Epoch: [274] [ 400/2904] eta: 0:32:58 lr: 0.001880 loss: 0.1818 (0.1917) loss_rec_all: 0.2079 (0.2176) loss_rec_sfr: 0.2680 (0.2804) loss_cl: -0.2796 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [14:08:57.663603] Epoch: [274] [ 420/2904] eta: 0:32:37 lr: 0.001880 loss: 0.1847 (0.1916) loss_rec_all: 0.2107 (0.2175) loss_rec_sfr: 0.2584 (0.2802) loss_cl: -0.2788 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [14:09:12.579410] Epoch: [274] [ 440/2904] eta: 0:32:16 lr: 0.001880 loss: 0.1805 (0.1916) loss_rec_all: 0.2065 (0.2175) loss_rec_sfr: 0.2594 (0.2799) loss_cl: -0.2790 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [14:09:27.493060] Epoch: [274] [ 460/2904] eta: 0:31:56 lr: 0.001880 loss: 0.1857 (0.1917) loss_rec_all: 0.2114 (0.2176) loss_rec_sfr: 0.2608 (0.2804) loss_cl: -0.2786 (-0.2787) time: 0.7456 data: 0.0003 max mem: 29860 [14:09:42.404307] Epoch: [274] [ 480/2904] eta: 0:31:37 lr: 0.001880 loss: 0.1840 (0.1915) loss_rec_all: 0.2104 (0.2174) loss_rec_sfr: 0.2598 (0.2794) loss_cl: -0.2796 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [14:09:57.314816] Epoch: [274] [ 500/2904] eta: 0:31:17 lr: 0.001880 loss: 0.1812 (0.1914) loss_rec_all: 0.2075 (0.2173) loss_rec_sfr: 0.2559 (0.2791) loss_cl: -0.2791 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [14:10:12.229863] Epoch: [274] [ 520/2904] eta: 0:30:59 lr: 0.001880 loss: 0.1765 (0.1911) loss_rec_all: 0.2027 (0.2170) loss_rec_sfr: 0.2308 (0.2780) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [14:10:27.138746] Epoch: [274] [ 540/2904] eta: 0:30:40 lr: 0.001880 loss: 0.1834 (0.1914) loss_rec_all: 0.2095 (0.2173) loss_rec_sfr: 0.2669 (0.2790) loss_cl: -0.2788 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [14:10:42.056611] Epoch: [274] [ 560/2904] eta: 0:30:22 lr: 0.001880 loss: 0.1849 (0.1917) loss_rec_all: 0.2108 (0.2176) loss_rec_sfr: 0.2743 (0.2801) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0004 max mem: 29860 [14:10:56.971625] Epoch: [274] [ 580/2904] eta: 0:30:04 lr: 0.001880 loss: 0.1872 (0.1922) loss_rec_all: 0.2132 (0.2181) loss_rec_sfr: 0.2794 (0.2818) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [14:11:11.886711] Epoch: [274] [ 600/2904] eta: 0:29:46 lr: 0.001880 loss: 0.1825 (0.1923) loss_rec_all: 0.2085 (0.2182) loss_rec_sfr: 0.2782 (0.2827) loss_cl: -0.2797 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [14:11:26.802612] Epoch: [274] [ 620/2904] eta: 0:29:28 lr: 0.001880 loss: 0.1826 (0.1923) loss_rec_all: 0.2087 (0.2182) loss_rec_sfr: 0.2746 (0.2830) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [14:11:41.718505] Epoch: [274] [ 640/2904] eta: 0:29:11 lr: 0.001880 loss: 0.1795 (0.1920) loss_rec_all: 0.2055 (0.2179) loss_rec_sfr: 0.2233 (0.2818) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [14:11:56.636434] Epoch: [274] [ 660/2904] eta: 0:28:53 lr: 0.001880 loss: 0.1870 (0.1922) loss_rec_all: 0.2129 (0.2181) loss_rec_sfr: 0.2672 (0.2823) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [14:12:11.552237] Epoch: [274] [ 680/2904] eta: 0:28:36 lr: 0.001880 loss: 0.1855 (0.1923) loss_rec_all: 0.2114 (0.2182) loss_rec_sfr: 0.2690 (0.2825) loss_cl: -0.2782 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [14:12:26.461525] Epoch: [274] [ 700/2904] eta: 0:28:19 lr: 0.001880 loss: 0.1806 (0.1922) loss_rec_all: 0.2069 (0.2181) loss_rec_sfr: 0.2443 (0.2821) loss_cl: -0.2780 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [14:12:41.373870] Epoch: [274] [ 720/2904] eta: 0:28:02 lr: 0.001880 loss: 0.1796 (0.1920) loss_rec_all: 0.2060 (0.2179) loss_rec_sfr: 0.2571 (0.2813) loss_cl: -0.2793 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [14:12:56.286355] Epoch: [274] [ 740/2904] eta: 0:27:45 lr: 0.001880 loss: 0.1789 (0.1918) loss_rec_all: 0.2051 (0.2177) loss_rec_sfr: 0.2306 (0.2803) loss_cl: -0.2798 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [14:13:11.195669] Epoch: [274] [ 760/2904] eta: 0:27:28 lr: 0.001880 loss: 0.1841 (0.1917) loss_rec_all: 0.2099 (0.2176) loss_rec_sfr: 0.2607 (0.2802) loss_cl: -0.2793 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [14:13:26.103723] Epoch: [274] [ 780/2904] eta: 0:27:12 lr: 0.001880 loss: 0.1815 (0.1917) loss_rec_all: 0.2075 (0.2176) loss_rec_sfr: 0.2627 (0.2802) loss_cl: -0.2781 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [14:13:41.024609] Epoch: [274] [ 800/2904] eta: 0:26:55 lr: 0.001880 loss: 0.1794 (0.1919) loss_rec_all: 0.2057 (0.2178) loss_rec_sfr: 0.2791 (0.2810) loss_cl: -0.2781 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [14:13:55.946762] Epoch: [274] [ 820/2904] eta: 0:26:39 lr: 0.001880 loss: 0.1835 (0.1918) loss_rec_all: 0.2094 (0.2178) loss_rec_sfr: 0.2675 (0.2810) loss_cl: -0.2792 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [14:14:10.856996] Epoch: [274] [ 840/2904] eta: 0:26:22 lr: 0.001880 loss: 0.1759 (0.1917) loss_rec_all: 0.2024 (0.2177) loss_rec_sfr: 0.2536 (0.2805) loss_cl: -0.2792 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [14:14:25.771667] Epoch: [274] [ 860/2904] eta: 0:26:06 lr: 0.001880 loss: 0.1840 (0.1918) loss_rec_all: 0.2099 (0.2177) loss_rec_sfr: 0.2623 (0.2807) loss_cl: -0.2783 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [14:14:40.680980] Epoch: [274] [ 880/2904] eta: 0:25:50 lr: 0.001880 loss: 0.1828 (0.1919) loss_rec_all: 0.2089 (0.2178) loss_rec_sfr: 0.2642 (0.2808) loss_cl: -0.2783 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [14:14:55.589905] Epoch: [274] [ 900/2904] eta: 0:25:33 lr: 0.001880 loss: 0.1838 (0.1919) loss_rec_all: 0.2102 (0.2178) loss_rec_sfr: 0.2663 (0.2808) loss_cl: -0.2784 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [14:15:10.501289] Epoch: [274] [ 920/2904] eta: 0:25:17 lr: 0.001880 loss: 0.1830 (0.1918) loss_rec_all: 0.2090 (0.2177) loss_rec_sfr: 0.2679 (0.2806) loss_cl: -0.2784 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [14:15:25.413531] Epoch: [274] [ 940/2904] eta: 0:25:01 lr: 0.001880 loss: 0.1785 (0.1917) loss_rec_all: 0.2049 (0.2176) loss_rec_sfr: 0.2665 (0.2801) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [14:15:40.324523] Epoch: [274] [ 960/2904] eta: 0:24:45 lr: 0.001880 loss: 0.1786 (0.1914) loss_rec_all: 0.2052 (0.2173) loss_rec_sfr: 0.2516 (0.2793) loss_cl: -0.2801 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [14:15:55.243464] Epoch: [274] [ 980/2904] eta: 0:24:29 lr: 0.001880 loss: 0.1871 (0.1917) loss_rec_all: 0.2131 (0.2176) loss_rec_sfr: 0.2604 (0.2800) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [14:16:10.154426] Epoch: [274] [1000/2904] eta: 0:24:13 lr: 0.001880 loss: 0.1922 (0.1919) loss_rec_all: 0.2181 (0.2178) loss_rec_sfr: 0.2629 (0.2805) loss_cl: -0.2780 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [14:16:25.072301] Epoch: [274] [1020/2904] eta: 0:23:57 lr: 0.001880 loss: 0.1874 (0.1921) loss_rec_all: 0.2137 (0.2180) loss_rec_sfr: 0.2678 (0.2813) loss_cl: -0.2798 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [14:16:39.990929] Epoch: [274] [1040/2904] eta: 0:23:41 lr: 0.001880 loss: 0.1782 (0.1920) loss_rec_all: 0.2046 (0.2179) loss_rec_sfr: 0.2660 (0.2811) loss_cl: -0.2805 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [14:16:54.904968] Epoch: [274] [1060/2904] eta: 0:23:25 lr: 0.001880 loss: 0.1889 (0.1921) loss_rec_all: 0.2151 (0.2180) loss_rec_sfr: 0.2631 (0.2814) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [14:17:09.827442] Epoch: [274] [1080/2904] eta: 0:23:10 lr: 0.001880 loss: 0.1797 (0.1921) loss_rec_all: 0.2058 (0.2180) loss_rec_sfr: 0.2683 (0.2817) loss_cl: -0.2786 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [14:17:24.745904] Epoch: [274] [1100/2904] eta: 0:22:54 lr: 0.001880 loss: 0.1804 (0.1922) loss_rec_all: 0.2067 (0.2181) loss_rec_sfr: 0.2638 (0.2820) loss_cl: -0.2784 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [14:17:39.662717] Epoch: [274] [1120/2904] eta: 0:22:38 lr: 0.001879 loss: 0.1819 (0.1922) loss_rec_all: 0.2079 (0.2181) loss_rec_sfr: 0.2624 (0.2821) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [14:17:54.578207] Epoch: [274] [1140/2904] eta: 0:22:22 lr: 0.001879 loss: 0.1803 (0.1921) loss_rec_all: 0.2063 (0.2180) loss_rec_sfr: 0.2492 (0.2819) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [14:18:09.493780] Epoch: [274] [1160/2904] eta: 0:22:07 lr: 0.001879 loss: 0.1869 (0.1924) loss_rec_all: 0.2127 (0.2183) loss_rec_sfr: 0.2819 (0.2830) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [14:18:24.406489] Epoch: [274] [1180/2904] eta: 0:21:51 lr: 0.001879 loss: 0.1812 (0.1924) loss_rec_all: 0.2076 (0.2183) loss_rec_sfr: 0.2706 (0.2831) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [14:18:39.315904] Epoch: [274] [1200/2904] eta: 0:21:35 lr: 0.001879 loss: 0.1781 (0.1923) loss_rec_all: 0.2044 (0.2182) loss_rec_sfr: 0.2501 (0.2826) loss_cl: -0.2791 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [14:18:54.228044] Epoch: [274] [1220/2904] eta: 0:21:20 lr: 0.001879 loss: 0.1846 (0.1922) loss_rec_all: 0.2109 (0.2181) loss_rec_sfr: 0.2578 (0.2821) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [14:19:09.141903] Epoch: [274] [1240/2904] eta: 0:21:04 lr: 0.001879 loss: 0.1824 (0.1922) loss_rec_all: 0.2084 (0.2181) loss_rec_sfr: 0.2641 (0.2823) loss_cl: -0.2784 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [14:19:24.055361] Epoch: [274] [1260/2904] eta: 0:20:49 lr: 0.001879 loss: 0.1835 (0.1923) loss_rec_all: 0.2095 (0.2182) loss_rec_sfr: 0.2670 (0.2826) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [14:19:38.972002] Epoch: [274] [1280/2904] eta: 0:20:33 lr: 0.001879 loss: 0.1810 (0.1923) loss_rec_all: 0.2070 (0.2182) loss_rec_sfr: 0.2640 (0.2825) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [14:19:53.886610] Epoch: [274] [1300/2904] eta: 0:20:17 lr: 0.001879 loss: 0.1848 (0.1923) loss_rec_all: 0.2107 (0.2182) loss_rec_sfr: 0.2604 (0.2825) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [14:20:08.803464] Epoch: [274] [1320/2904] eta: 0:20:02 lr: 0.001879 loss: 0.1838 (0.1923) loss_rec_all: 0.2103 (0.2182) loss_rec_sfr: 0.2554 (0.2825) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [14:20:23.723001] Epoch: [274] [1340/2904] eta: 0:19:46 lr: 0.001879 loss: 0.1855 (0.1925) loss_rec_all: 0.2114 (0.2184) loss_rec_sfr: 0.2715 (0.2831) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [14:20:38.634678] Epoch: [274] [1360/2904] eta: 0:19:31 lr: 0.001879 loss: 0.1808 (0.1925) loss_rec_all: 0.2071 (0.2184) loss_rec_sfr: 0.2610 (0.2832) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [14:20:53.546128] Epoch: [274] [1380/2904] eta: 0:19:16 lr: 0.001879 loss: 0.1816 (0.1925) loss_rec_all: 0.2078 (0.2184) loss_rec_sfr: 0.2555 (0.2831) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [14:21:08.460009] Epoch: [274] [1400/2904] eta: 0:19:00 lr: 0.001879 loss: 0.1841 (0.1924) loss_rec_all: 0.2100 (0.2183) loss_rec_sfr: 0.2701 (0.2827) loss_cl: -0.2780 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [14:21:23.376148] Epoch: [274] [1420/2904] eta: 0:18:45 lr: 0.001879 loss: 0.1829 (0.1924) loss_rec_all: 0.2094 (0.2183) loss_rec_sfr: 0.2651 (0.2827) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [14:21:38.289314] Epoch: [274] [1440/2904] eta: 0:18:29 lr: 0.001879 loss: 0.1848 (0.1924) loss_rec_all: 0.2107 (0.2183) loss_rec_sfr: 0.2677 (0.2828) loss_cl: -0.2784 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [14:21:53.202895] Epoch: [274] [1460/2904] eta: 0:18:14 lr: 0.001879 loss: 0.1845 (0.1925) loss_rec_all: 0.2106 (0.2184) loss_rec_sfr: 0.2621 (0.2831) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [14:22:08.142833] Epoch: [274] [1480/2904] eta: 0:17:58 lr: 0.001879 loss: 0.1815 (0.1925) loss_rec_all: 0.2075 (0.2184) loss_rec_sfr: 0.2633 (0.2831) loss_cl: -0.2798 (-0.2788) time: 0.7470 data: 0.0003 max mem: 29860 [14:22:23.088794] Epoch: [274] [1500/2904] eta: 0:17:43 lr: 0.001879 loss: 0.1823 (0.1925) loss_rec_all: 0.2086 (0.2184) loss_rec_sfr: 0.2651 (0.2832) loss_cl: -0.2792 (-0.2788) time: 0.7473 data: 0.0002 max mem: 29860 [14:22:38.013949] Epoch: [274] [1520/2904] eta: 0:17:28 lr: 0.001879 loss: 0.1822 (0.1925) loss_rec_all: 0.2081 (0.2184) loss_rec_sfr: 0.2607 (0.2829) loss_cl: -0.2782 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [14:22:52.934515] Epoch: [274] [1540/2904] eta: 0:17:12 lr: 0.001879 loss: 0.1829 (0.1924) loss_rec_all: 0.2087 (0.2183) loss_rec_sfr: 0.2698 (0.2830) loss_cl: -0.2780 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [14:23:07.857874] Epoch: [274] [1560/2904] eta: 0:16:57 lr: 0.001879 loss: 0.1803 (0.1924) loss_rec_all: 0.2065 (0.2183) loss_rec_sfr: 0.2552 (0.2828) loss_cl: -0.2793 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [14:23:22.777391] Epoch: [274] [1580/2904] eta: 0:16:42 lr: 0.001879 loss: 0.1837 (0.1924) loss_rec_all: 0.2096 (0.2183) loss_rec_sfr: 0.2710 (0.2830) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [14:23:37.700102] Epoch: [274] [1600/2904] eta: 0:16:26 lr: 0.001879 loss: 0.1839 (0.1924) loss_rec_all: 0.2105 (0.2183) loss_rec_sfr: 0.2536 (0.2825) loss_cl: -0.2791 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [14:23:52.621225] Epoch: [274] [1620/2904] eta: 0:16:11 lr: 0.001879 loss: 0.1863 (0.1924) loss_rec_all: 0.2125 (0.2183) loss_rec_sfr: 0.2533 (0.2826) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [14:24:07.544989] Epoch: [274] [1640/2904] eta: 0:15:56 lr: 0.001879 loss: 0.1890 (0.1925) loss_rec_all: 0.2150 (0.2184) loss_rec_sfr: 0.2646 (0.2827) loss_cl: -0.2788 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [14:24:22.468611] Epoch: [274] [1660/2904] eta: 0:15:41 lr: 0.001879 loss: 0.1801 (0.1925) loss_rec_all: 0.2061 (0.2184) loss_rec_sfr: 0.2633 (0.2826) loss_cl: -0.2792 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [14:24:37.397210] Epoch: [274] [1680/2904] eta: 0:15:25 lr: 0.001879 loss: 0.1827 (0.1925) loss_rec_all: 0.2092 (0.2184) loss_rec_sfr: 0.2612 (0.2826) loss_cl: -0.2786 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [14:24:52.323613] Epoch: [274] [1700/2904] eta: 0:15:10 lr: 0.001879 loss: 0.1832 (0.1926) loss_rec_all: 0.2090 (0.2185) loss_rec_sfr: 0.2723 (0.2829) loss_cl: -0.2780 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [14:25:07.243058] Epoch: [274] [1720/2904] eta: 0:14:55 lr: 0.001879 loss: 0.1852 (0.1926) loss_rec_all: 0.2112 (0.2185) loss_rec_sfr: 0.2692 (0.2831) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [14:25:22.164600] Epoch: [274] [1740/2904] eta: 0:14:39 lr: 0.001879 loss: 0.1831 (0.1927) loss_rec_all: 0.2091 (0.2186) loss_rec_sfr: 0.2732 (0.2834) loss_cl: -0.2792 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [14:25:37.087534] Epoch: [274] [1760/2904] eta: 0:14:24 lr: 0.001879 loss: 0.1807 (0.1926) loss_rec_all: 0.2066 (0.2185) loss_rec_sfr: 0.2611 (0.2832) loss_cl: -0.2791 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [14:25:52.010051] Epoch: [274] [1780/2904] eta: 0:14:09 lr: 0.001879 loss: 0.1824 (0.1926) loss_rec_all: 0.2083 (0.2185) loss_rec_sfr: 0.2699 (0.2833) loss_cl: -0.2792 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [14:26:06.929144] Epoch: [274] [1800/2904] eta: 0:13:54 lr: 0.001879 loss: 0.1788 (0.1925) loss_rec_all: 0.2052 (0.2184) loss_rec_sfr: 0.2202 (0.2830) loss_cl: -0.2783 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [14:26:21.851182] Epoch: [274] [1820/2904] eta: 0:13:39 lr: 0.001878 loss: 0.1817 (0.1925) loss_rec_all: 0.2079 (0.2184) loss_rec_sfr: 0.2651 (0.2830) loss_cl: -0.2782 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [14:26:36.767115] Epoch: [274] [1840/2904] eta: 0:13:23 lr: 0.001878 loss: 0.1843 (0.1926) loss_rec_all: 0.2102 (0.2185) loss_rec_sfr: 0.2704 (0.2834) loss_cl: -0.2793 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [14:26:51.680713] Epoch: [274] [1860/2904] eta: 0:13:08 lr: 0.001878 loss: 0.1835 (0.1926) loss_rec_all: 0.2095 (0.2185) loss_rec_sfr: 0.2646 (0.2834) loss_cl: -0.2797 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [14:27:06.580580] Epoch: [274] [1880/2904] eta: 0:12:53 lr: 0.001878 loss: 0.1809 (0.1926) loss_rec_all: 0.2074 (0.2185) loss_rec_sfr: 0.2651 (0.2834) loss_cl: -0.2795 (-0.2788) time: 0.7450 data: 0.0003 max mem: 29860 [14:27:21.495287] Epoch: [274] [1900/2904] eta: 0:12:38 lr: 0.001878 loss: 0.1857 (0.1926) loss_rec_all: 0.2117 (0.2185) loss_rec_sfr: 0.2635 (0.2835) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [14:27:36.403692] Epoch: [274] [1920/2904] eta: 0:12:22 lr: 0.001878 loss: 0.1808 (0.1926) loss_rec_all: 0.2070 (0.2185) loss_rec_sfr: 0.2555 (0.2834) loss_cl: -0.2780 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [14:27:51.311074] Epoch: [274] [1940/2904] eta: 0:12:07 lr: 0.001878 loss: 0.1821 (0.1926) loss_rec_all: 0.2081 (0.2185) loss_rec_sfr: 0.2678 (0.2834) loss_cl: -0.2786 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [14:28:06.215235] Epoch: [274] [1960/2904] eta: 0:11:52 lr: 0.001878 loss: 0.1779 (0.1926) loss_rec_all: 0.2045 (0.2185) loss_rec_sfr: 0.2302 (0.2832) loss_cl: -0.2788 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [14:28:21.123558] Epoch: [274] [1980/2904] eta: 0:11:37 lr: 0.001878 loss: 0.1874 (0.1926) loss_rec_all: 0.2134 (0.2185) loss_rec_sfr: 0.2751 (0.2834) loss_cl: -0.2791 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [14:28:36.034326] Epoch: [274] [2000/2904] eta: 0:11:22 lr: 0.001878 loss: 0.1815 (0.1926) loss_rec_all: 0.2076 (0.2185) loss_rec_sfr: 0.2635 (0.2835) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [14:28:50.945340] Epoch: [274] [2020/2904] eta: 0:11:07 lr: 0.001878 loss: 0.1806 (0.1926) loss_rec_all: 0.2067 (0.2185) loss_rec_sfr: 0.2611 (0.2834) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [14:29:05.859438] Epoch: [274] [2040/2904] eta: 0:10:51 lr: 0.001878 loss: 0.1862 (0.1926) loss_rec_all: 0.2120 (0.2185) loss_rec_sfr: 0.2745 (0.2836) loss_cl: -0.2784 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [14:29:20.780287] Epoch: [274] [2060/2904] eta: 0:10:36 lr: 0.001878 loss: 0.1838 (0.1926) loss_rec_all: 0.2098 (0.2185) loss_rec_sfr: 0.2618 (0.2833) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [14:29:35.697620] Epoch: [274] [2080/2904] eta: 0:10:21 lr: 0.001878 loss: 0.1824 (0.1926) loss_rec_all: 0.2087 (0.2185) loss_rec_sfr: 0.2659 (0.2833) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [14:29:50.613028] Epoch: [274] [2100/2904] eta: 0:10:06 lr: 0.001878 loss: 0.1815 (0.1925) loss_rec_all: 0.2076 (0.2184) loss_rec_sfr: 0.2529 (0.2831) loss_cl: -0.2793 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [14:30:05.525525] Epoch: [274] [2120/2904] eta: 0:09:51 lr: 0.001878 loss: 0.1838 (0.1926) loss_rec_all: 0.2103 (0.2185) loss_rec_sfr: 0.2646 (0.2831) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [14:30:20.426855] Epoch: [274] [2140/2904] eta: 0:09:36 lr: 0.001878 loss: 0.1793 (0.1926) loss_rec_all: 0.2054 (0.2185) loss_rec_sfr: 0.2673 (0.2831) loss_cl: -0.2788 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [14:30:35.336312] Epoch: [274] [2160/2904] eta: 0:09:20 lr: 0.001878 loss: 0.1804 (0.1925) loss_rec_all: 0.2068 (0.2184) loss_rec_sfr: 0.2233 (0.2829) loss_cl: -0.2779 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [14:30:50.255970] Epoch: [274] [2180/2904] eta: 0:09:05 lr: 0.001878 loss: 0.1821 (0.1925) loss_rec_all: 0.2083 (0.2184) loss_rec_sfr: 0.2320 (0.2828) loss_cl: -0.2780 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [14:31:05.172336] Epoch: [274] [2200/2904] eta: 0:08:50 lr: 0.001878 loss: 0.1827 (0.1925) loss_rec_all: 0.2085 (0.2184) loss_rec_sfr: 0.2722 (0.2828) loss_cl: -0.2780 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [14:31:20.079441] Epoch: [274] [2220/2904] eta: 0:08:35 lr: 0.001878 loss: 0.1939 (0.1927) loss_rec_all: 0.2198 (0.2186) loss_rec_sfr: 0.2814 (0.2833) loss_cl: -0.2789 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [14:31:34.996574] Epoch: [274] [2240/2904] eta: 0:08:20 lr: 0.001878 loss: 0.1830 (0.1927) loss_rec_all: 0.2093 (0.2186) loss_rec_sfr: 0.2696 (0.2835) loss_cl: -0.2796 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [14:31:49.907257] Epoch: [274] [2260/2904] eta: 0:08:05 lr: 0.001878 loss: 0.1816 (0.1927) loss_rec_all: 0.2077 (0.2186) loss_rec_sfr: 0.2619 (0.2833) loss_cl: -0.2794 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [14:32:04.818309] Epoch: [274] [2280/2904] eta: 0:07:50 lr: 0.001878 loss: 0.1901 (0.1928) loss_rec_all: 0.2160 (0.2187) loss_rec_sfr: 0.2700 (0.2836) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [14:32:19.728135] Epoch: [274] [2300/2904] eta: 0:07:35 lr: 0.001878 loss: 0.1795 (0.1927) loss_rec_all: 0.2059 (0.2186) loss_rec_sfr: 0.2512 (0.2834) loss_cl: -0.2782 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [14:32:34.638259] Epoch: [274] [2320/2904] eta: 0:07:19 lr: 0.001878 loss: 0.1818 (0.1927) loss_rec_all: 0.2075 (0.2186) loss_rec_sfr: 0.2681 (0.2835) loss_cl: -0.2779 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [14:32:49.548899] Epoch: [274] [2340/2904] eta: 0:07:04 lr: 0.001878 loss: 0.1789 (0.1927) loss_rec_all: 0.2052 (0.2186) loss_rec_sfr: 0.2625 (0.2834) loss_cl: -0.2784 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [14:33:04.459004] Epoch: [274] [2360/2904] eta: 0:06:49 lr: 0.001878 loss: 0.1820 (0.1927) loss_rec_all: 0.2078 (0.2186) loss_rec_sfr: 0.2729 (0.2836) loss_cl: -0.2791 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [14:33:19.368537] Epoch: [274] [2380/2904] eta: 0:06:34 lr: 0.001878 loss: 0.1860 (0.1928) loss_rec_all: 0.2122 (0.2186) loss_rec_sfr: 0.2619 (0.2838) loss_cl: -0.2792 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [14:33:34.278913] Epoch: [274] [2400/2904] eta: 0:06:19 lr: 0.001878 loss: 0.1841 (0.1927) loss_rec_all: 0.2101 (0.2186) loss_rec_sfr: 0.2665 (0.2837) loss_cl: -0.2794 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [14:33:49.189939] Epoch: [274] [2420/2904] eta: 0:06:04 lr: 0.001878 loss: 0.1817 (0.1927) loss_rec_all: 0.2081 (0.2186) loss_rec_sfr: 0.2211 (0.2834) loss_cl: -0.2791 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [14:34:04.102110] Epoch: [274] [2440/2904] eta: 0:05:49 lr: 0.001878 loss: 0.1802 (0.1927) loss_rec_all: 0.2066 (0.2186) loss_rec_sfr: 0.2589 (0.2833) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [14:34:19.010206] Epoch: [274] [2460/2904] eta: 0:05:34 lr: 0.001878 loss: 0.1813 (0.1927) loss_rec_all: 0.2073 (0.2186) loss_rec_sfr: 0.2587 (0.2832) loss_cl: -0.2783 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [14:34:33.915374] Epoch: [274] [2480/2904] eta: 0:05:19 lr: 0.001878 loss: 0.1791 (0.1926) loss_rec_all: 0.2052 (0.2185) loss_rec_sfr: 0.2219 (0.2829) loss_cl: -0.2787 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [14:34:48.822271] Epoch: [274] [2500/2904] eta: 0:05:04 lr: 0.001878 loss: 0.1803 (0.1926) loss_rec_all: 0.2067 (0.2185) loss_rec_sfr: 0.2616 (0.2827) loss_cl: -0.2789 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [14:35:03.731949] Epoch: [274] [2520/2904] eta: 0:04:49 lr: 0.001878 loss: 0.1825 (0.1926) loss_rec_all: 0.2087 (0.2185) loss_rec_sfr: 0.2674 (0.2828) loss_cl: -0.2793 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [14:35:18.640431] Epoch: [274] [2540/2904] eta: 0:04:33 lr: 0.001877 loss: 0.1830 (0.1926) loss_rec_all: 0.2095 (0.2185) loss_rec_sfr: 0.2629 (0.2826) loss_cl: -0.2789 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [14:35:33.551504] Epoch: [274] [2560/2904] eta: 0:04:18 lr: 0.001877 loss: 0.1820 (0.1925) loss_rec_all: 0.2079 (0.2184) loss_rec_sfr: 0.2648 (0.2825) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [14:35:48.457848] Epoch: [274] [2580/2904] eta: 0:04:03 lr: 0.001877 loss: 0.1802 (0.1924) loss_rec_all: 0.2068 (0.2183) loss_rec_sfr: 0.2558 (0.2822) loss_cl: -0.2800 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [14:36:03.363858] Epoch: [274] [2600/2904] eta: 0:03:48 lr: 0.001877 loss: 0.1807 (0.1924) loss_rec_all: 0.2069 (0.2183) loss_rec_sfr: 0.2716 (0.2822) loss_cl: -0.2796 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [14:36:18.267230] Epoch: [274] [2620/2904] eta: 0:03:33 lr: 0.001877 loss: 0.1872 (0.1924) loss_rec_all: 0.2135 (0.2183) loss_rec_sfr: 0.2623 (0.2822) loss_cl: -0.2786 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [14:36:33.169657] Epoch: [274] [2640/2904] eta: 0:03:18 lr: 0.001877 loss: 0.1819 (0.1924) loss_rec_all: 0.2083 (0.2183) loss_rec_sfr: 0.2224 (0.2819) loss_cl: -0.2780 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [14:36:48.073414] Epoch: [274] [2660/2904] eta: 0:03:03 lr: 0.001877 loss: 0.1814 (0.1924) loss_rec_all: 0.2076 (0.2183) loss_rec_sfr: 0.2509 (0.2818) loss_cl: -0.2797 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [14:37:02.984657] Epoch: [274] [2680/2904] eta: 0:02:48 lr: 0.001877 loss: 0.1811 (0.1924) loss_rec_all: 0.2077 (0.2183) loss_rec_sfr: 0.2625 (0.2818) loss_cl: -0.2796 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [14:37:17.890159] Epoch: [274] [2700/2904] eta: 0:02:33 lr: 0.001877 loss: 0.1816 (0.1924) loss_rec_all: 0.2080 (0.2183) loss_rec_sfr: 0.2688 (0.2818) loss_cl: -0.2793 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [14:37:32.797765] Epoch: [274] [2720/2904] eta: 0:02:18 lr: 0.001877 loss: 0.1852 (0.1924) loss_rec_all: 0.2112 (0.2183) loss_rec_sfr: 0.2624 (0.2820) loss_cl: -0.2792 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [14:37:47.707371] Epoch: [274] [2740/2904] eta: 0:02:03 lr: 0.001877 loss: 0.1797 (0.1924) loss_rec_all: 0.2059 (0.2183) loss_rec_sfr: 0.2234 (0.2818) loss_cl: -0.2786 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [14:38:02.613440] Epoch: [274] [2760/2904] eta: 0:01:48 lr: 0.001877 loss: 0.1823 (0.1924) loss_rec_all: 0.2084 (0.2183) loss_rec_sfr: 0.2619 (0.2817) loss_cl: -0.2782 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [14:38:17.516629] Epoch: [274] [2780/2904] eta: 0:01:33 lr: 0.001877 loss: 0.1845 (0.1924) loss_rec_all: 0.2104 (0.2183) loss_rec_sfr: 0.2686 (0.2818) loss_cl: -0.2788 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [14:38:32.427064] Epoch: [274] [2800/2904] eta: 0:01:18 lr: 0.001877 loss: 0.1822 (0.1923) loss_rec_all: 0.2081 (0.2182) loss_rec_sfr: 0.2628 (0.2817) loss_cl: -0.2797 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [14:38:47.336132] Epoch: [274] [2820/2904] eta: 0:01:03 lr: 0.001877 loss: 0.1850 (0.1924) loss_rec_all: 0.2109 (0.2183) loss_rec_sfr: 0.2760 (0.2819) loss_cl: -0.2796 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [14:39:02.271905] Epoch: [274] [2840/2904] eta: 0:00:48 lr: 0.001877 loss: 0.1825 (0.1924) loss_rec_all: 0.2087 (0.2183) loss_rec_sfr: 0.2535 (0.2818) loss_cl: -0.2787 (-0.2788) time: 0.7468 data: 0.0024 max mem: 29860 [14:39:17.164054] Epoch: [274] [2860/2904] eta: 0:00:33 lr: 0.001877 loss: 0.1849 (0.1924) loss_rec_all: 0.2110 (0.2183) loss_rec_sfr: 0.2581 (0.2818) loss_cl: -0.2782 (-0.2788) time: 0.7446 data: 0.0001 max mem: 29860 [14:39:32.054216] Epoch: [274] [2880/2904] eta: 0:00:18 lr: 0.001877 loss: 0.1816 (0.1924) loss_rec_all: 0.2080 (0.2183) loss_rec_sfr: 0.2674 (0.2818) loss_cl: -0.2782 (-0.2788) time: 0.7445 data: 0.0001 max mem: 29860 [14:39:46.954011] Epoch: [274] [2900/2904] eta: 0:00:03 lr: 0.001877 loss: 0.1824 (0.1924) loss_rec_all: 0.2082 (0.2183) loss_rec_sfr: 0.2687 (0.2820) loss_cl: -0.2787 (-0.2788) time: 0.7449 data: 0.0001 max mem: 29860 [14:39:49.193303] Epoch: [274] [2903/2904] eta: 0:00:00 lr: 0.001877 loss: 0.1829 (0.1924) loss_rec_all: 0.2092 (0.2183) loss_rec_sfr: 0.2690 (0.2821) loss_cl: -0.2787 (-0.2788) time: 0.7449 data: 0.0001 max mem: 29860 [14:39:51.291035] Epoch: [274] Total time: 0:36:25 (0.7525 s / it) [14:39:51.292531] Averaged stats: lr: 0.001877 loss: 0.1829 (0.1947) loss_rec_all: 0.2092 (0.2183) loss_rec_sfr: 0.2690 (0.2824) loss_cl: -0.2787 (-0.2556) [14:39:51.297283] log_dir: ./checkpoint/VF2_ViT-B [14:40:08.526994] Epoch: [275] [ 0/2904] eta: 13:53:53 lr: 0.001877 loss: 0.1775 (0.1775) loss_rec_all: 0.2039 (0.2039) loss_rec_sfr: 0.2200 (0.2200) loss_cl: -0.2791 (-0.2791) time: 17.2290 data: 15.4782 max mem: 29860 [14:40:23.677956] Epoch: [275] [ 20/2904] eta: 1:14:06 lr: 0.001877 loss: 0.1814 (0.1867) loss_rec_all: 0.2078 (0.2128) loss_rec_sfr: 0.2530 (0.2619) loss_cl: -0.2792 (-0.2793) time: 0.7575 data: 0.0002 max mem: 29860 [14:40:38.550967] Epoch: [275] [ 40/2904] eta: 0:55:00 lr: 0.001877 loss: 0.1814 (0.1896) loss_rec_all: 0.2074 (0.2156) loss_rec_sfr: 0.2550 (0.2725) loss_cl: -0.2794 (-0.2792) time: 0.7436 data: 0.0002 max mem: 29860 [14:40:53.425726] Epoch: [275] [ 60/2904] eta: 0:48:16 lr: 0.001877 loss: 0.1826 (0.1913) loss_rec_all: 0.2093 (0.2173) loss_rec_sfr: 0.2577 (0.2752) loss_cl: -0.2790 (-0.2792) time: 0.7437 data: 0.0002 max mem: 29860 [14:41:08.302959] Epoch: [275] [ 80/2904] eta: 0:44:44 lr: 0.001877 loss: 0.1851 (0.1926) loss_rec_all: 0.2112 (0.2186) loss_rec_sfr: 0.2670 (0.2788) loss_cl: -0.2797 (-0.2793) time: 0.7438 data: 0.0002 max mem: 29860 [14:41:23.196187] Epoch: [275] [ 100/2904] eta: 0:42:31 lr: 0.001877 loss: 0.1846 (0.1922) loss_rec_all: 0.2105 (0.2182) loss_rec_sfr: 0.2699 (0.2795) loss_cl: -0.2792 (-0.2792) time: 0.7446 data: 0.0002 max mem: 29860 [14:41:38.105119] Epoch: [275] [ 120/2904] eta: 0:40:57 lr: 0.001877 loss: 0.1790 (0.1922) loss_rec_all: 0.2054 (0.2182) loss_rec_sfr: 0.2625 (0.2807) loss_cl: -0.2784 (-0.2791) time: 0.7454 data: 0.0003 max mem: 29860 [14:41:53.019118] Epoch: [275] [ 140/2904] eta: 0:39:45 lr: 0.001877 loss: 0.1791 (0.1917) loss_rec_all: 0.2052 (0.2176) loss_rec_sfr: 0.2596 (0.2787) loss_cl: -0.2790 (-0.2790) time: 0.7457 data: 0.0003 max mem: 29860 [14:42:07.930502] Epoch: [275] [ 160/2904] eta: 0:38:48 lr: 0.001877 loss: 0.1801 (0.1912) loss_rec_all: 0.2067 (0.2171) loss_rec_sfr: 0.2659 (0.2769) loss_cl: -0.2791 (-0.2791) time: 0.7455 data: 0.0002 max mem: 29860 [14:42:22.848207] Epoch: [275] [ 180/2904] eta: 0:38:00 lr: 0.001877 loss: 0.1831 (0.1921) loss_rec_all: 0.2092 (0.2180) loss_rec_sfr: 0.2715 (0.2809) loss_cl: -0.2785 (-0.2790) time: 0.7458 data: 0.0002 max mem: 29860 [14:42:37.782849] Epoch: [275] [ 200/2904] eta: 0:37:19 lr: 0.001877 loss: 0.1817 (0.1923) loss_rec_all: 0.2078 (0.2182) loss_rec_sfr: 0.2587 (0.2812) loss_cl: -0.2783 (-0.2789) time: 0.7467 data: 0.0003 max mem: 29860 [14:42:52.695243] Epoch: [275] [ 220/2904] eta: 0:36:42 lr: 0.001877 loss: 0.1814 (0.1921) loss_rec_all: 0.2072 (0.2180) loss_rec_sfr: 0.2533 (0.2803) loss_cl: -0.2787 (-0.2789) time: 0.7456 data: 0.0003 max mem: 29860 [14:43:07.608419] Epoch: [275] [ 240/2904] eta: 0:36:09 lr: 0.001877 loss: 0.1816 (0.1923) loss_rec_all: 0.2076 (0.2182) loss_rec_sfr: 0.2668 (0.2810) loss_cl: -0.2789 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [14:43:22.514901] Epoch: [275] [ 260/2904] eta: 0:35:39 lr: 0.001877 loss: 0.1842 (0.1923) loss_rec_all: 0.2101 (0.2182) loss_rec_sfr: 0.2769 (0.2818) loss_cl: -0.2793 (-0.2789) time: 0.7453 data: 0.0003 max mem: 29860 [14:43:37.425237] Epoch: [275] [ 280/2904] eta: 0:35:11 lr: 0.001877 loss: 0.1840 (0.1925) loss_rec_all: 0.2100 (0.2184) loss_rec_sfr: 0.2691 (0.2827) loss_cl: -0.2789 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [14:43:52.337380] Epoch: [275] [ 300/2904] eta: 0:34:45 lr: 0.001877 loss: 0.1820 (0.1923) loss_rec_all: 0.2084 (0.2182) loss_rec_sfr: 0.2681 (0.2826) loss_cl: -0.2783 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [14:44:07.247417] Epoch: [275] [ 320/2904] eta: 0:34:20 lr: 0.001877 loss: 0.1841 (0.1923) loss_rec_all: 0.2103 (0.2182) loss_rec_sfr: 0.2675 (0.2824) loss_cl: -0.2791 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [14:44:22.184769] Epoch: [275] [ 340/2904] eta: 0:33:56 lr: 0.001876 loss: 0.1829 (0.1924) loss_rec_all: 0.2092 (0.2183) loss_rec_sfr: 0.2576 (0.2822) loss_cl: -0.2794 (-0.2789) time: 0.7468 data: 0.0002 max mem: 29860 [14:44:37.097821] Epoch: [275] [ 360/2904] eta: 0:33:33 lr: 0.001876 loss: 0.1810 (0.1920) loss_rec_all: 0.2071 (0.2179) loss_rec_sfr: 0.2558 (0.2808) loss_cl: -0.2788 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [14:44:52.018238] Epoch: [275] [ 380/2904] eta: 0:33:12 lr: 0.001876 loss: 0.1806 (0.1916) loss_rec_all: 0.2070 (0.2175) loss_rec_sfr: 0.2633 (0.2796) loss_cl: -0.2790 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [14:45:06.927966] Epoch: [275] [ 400/2904] eta: 0:32:50 lr: 0.001876 loss: 0.1806 (0.1918) loss_rec_all: 0.2067 (0.2177) loss_rec_sfr: 0.2681 (0.2809) loss_cl: -0.2790 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [14:45:21.839942] Epoch: [275] [ 420/2904] eta: 0:32:30 lr: 0.001876 loss: 0.1863 (0.1921) loss_rec_all: 0.2121 (0.2181) loss_rec_sfr: 0.2668 (0.2819) loss_cl: -0.2787 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [14:45:36.750835] Epoch: [275] [ 440/2904] eta: 0:32:10 lr: 0.001876 loss: 0.1833 (0.1920) loss_rec_all: 0.2096 (0.2179) loss_rec_sfr: 0.2294 (0.2808) loss_cl: -0.2787 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [14:45:51.663501] Epoch: [275] [ 460/2904] eta: 0:31:50 lr: 0.001876 loss: 0.1796 (0.1921) loss_rec_all: 0.2058 (0.2181) loss_rec_sfr: 0.2633 (0.2816) loss_cl: -0.2790 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [14:46:06.569639] Epoch: [275] [ 480/2904] eta: 0:31:31 lr: 0.001876 loss: 0.1810 (0.1923) loss_rec_all: 0.2072 (0.2182) loss_rec_sfr: 0.2584 (0.2822) loss_cl: -0.2789 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [14:46:21.477207] Epoch: [275] [ 500/2904] eta: 0:31:12 lr: 0.001876 loss: 0.1805 (0.1923) loss_rec_all: 0.2065 (0.2182) loss_rec_sfr: 0.2593 (0.2823) loss_cl: -0.2793 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [14:46:36.381327] Epoch: [275] [ 520/2904] eta: 0:30:53 lr: 0.001876 loss: 0.1799 (0.1923) loss_rec_all: 0.2059 (0.2183) loss_rec_sfr: 0.2596 (0.2825) loss_cl: -0.2791 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [14:46:51.289864] Epoch: [275] [ 540/2904] eta: 0:30:35 lr: 0.001876 loss: 0.1848 (0.1927) loss_rec_all: 0.2108 (0.2186) loss_rec_sfr: 0.2762 (0.2838) loss_cl: -0.2777 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [14:47:06.196563] Epoch: [275] [ 560/2904] eta: 0:30:17 lr: 0.001876 loss: 0.1849 (0.1929) loss_rec_all: 0.2113 (0.2188) loss_rec_sfr: 0.2718 (0.2845) loss_cl: -0.2783 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [14:47:21.099433] Epoch: [275] [ 580/2904] eta: 0:29:59 lr: 0.001876 loss: 0.1855 (0.1928) loss_rec_all: 0.2117 (0.2187) loss_rec_sfr: 0.2619 (0.2839) loss_cl: -0.2786 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [14:47:36.009908] Epoch: [275] [ 600/2904] eta: 0:29:41 lr: 0.001876 loss: 0.1807 (0.1929) loss_rec_all: 0.2068 (0.2188) loss_rec_sfr: 0.2613 (0.2842) loss_cl: -0.2788 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [14:47:50.918660] Epoch: [275] [ 620/2904] eta: 0:29:23 lr: 0.001876 loss: 0.1791 (0.1930) loss_rec_all: 0.2052 (0.2189) loss_rec_sfr: 0.2669 (0.2846) loss_cl: -0.2788 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [14:48:05.819415] Epoch: [275] [ 640/2904] eta: 0:29:06 lr: 0.001876 loss: 0.1830 (0.1931) loss_rec_all: 0.2089 (0.2190) loss_rec_sfr: 0.2700 (0.2852) loss_cl: -0.2798 (-0.2789) time: 0.7450 data: 0.0002 max mem: 29860 [14:48:20.725886] Epoch: [275] [ 660/2904] eta: 0:28:49 lr: 0.001876 loss: 0.1838 (0.1931) loss_rec_all: 0.2099 (0.2190) loss_rec_sfr: 0.2665 (0.2854) loss_cl: -0.2792 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [14:48:35.631857] Epoch: [275] [ 680/2904] eta: 0:28:32 lr: 0.001876 loss: 0.1811 (0.1928) loss_rec_all: 0.2073 (0.2187) loss_rec_sfr: 0.2251 (0.2839) loss_cl: -0.2794 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [14:48:50.538944] Epoch: [275] [ 700/2904] eta: 0:28:15 lr: 0.001876 loss: 0.1781 (0.1928) loss_rec_all: 0.2039 (0.2187) loss_rec_sfr: 0.2682 (0.2844) loss_cl: -0.2789 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [14:49:05.444510] Epoch: [275] [ 720/2904] eta: 0:27:58 lr: 0.001876 loss: 0.1817 (0.1929) loss_rec_all: 0.2079 (0.2188) loss_rec_sfr: 0.2418 (0.2844) loss_cl: -0.2784 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [14:49:20.358355] Epoch: [275] [ 740/2904] eta: 0:27:41 lr: 0.001876 loss: 0.1850 (0.1928) loss_rec_all: 0.2115 (0.2187) loss_rec_sfr: 0.2609 (0.2843) loss_cl: -0.2784 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [14:49:35.270802] Epoch: [275] [ 760/2904] eta: 0:27:25 lr: 0.001876 loss: 0.1806 (0.1928) loss_rec_all: 0.2067 (0.2187) loss_rec_sfr: 0.2592 (0.2841) loss_cl: -0.2789 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [14:49:50.177841] Epoch: [275] [ 780/2904] eta: 0:27:08 lr: 0.001876 loss: 0.1800 (0.1925) loss_rec_all: 0.2064 (0.2184) loss_rec_sfr: 0.2609 (0.2833) loss_cl: -0.2793 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [14:50:05.086037] Epoch: [275] [ 800/2904] eta: 0:26:52 lr: 0.001876 loss: 0.1811 (0.1927) loss_rec_all: 0.2071 (0.2186) loss_rec_sfr: 0.2680 (0.2838) loss_cl: -0.2783 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [14:50:19.992025] Epoch: [275] [ 820/2904] eta: 0:26:35 lr: 0.001876 loss: 0.1826 (0.1927) loss_rec_all: 0.2092 (0.2186) loss_rec_sfr: 0.2651 (0.2838) loss_cl: -0.2786 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [14:50:34.897278] Epoch: [275] [ 840/2904] eta: 0:26:19 lr: 0.001876 loss: 0.1855 (0.1928) loss_rec_all: 0.2119 (0.2187) loss_rec_sfr: 0.2664 (0.2839) loss_cl: -0.2790 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [14:50:49.809548] Epoch: [275] [ 860/2904] eta: 0:26:03 lr: 0.001876 loss: 0.1794 (0.1926) loss_rec_all: 0.2053 (0.2185) loss_rec_sfr: 0.2309 (0.2834) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [14:51:04.727084] Epoch: [275] [ 880/2904] eta: 0:25:47 lr: 0.001876 loss: 0.1901 (0.1928) loss_rec_all: 0.2163 (0.2187) loss_rec_sfr: 0.2754 (0.2840) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [14:51:19.643862] Epoch: [275] [ 900/2904] eta: 0:25:30 lr: 0.001876 loss: 0.1830 (0.1928) loss_rec_all: 0.2088 (0.2187) loss_rec_sfr: 0.2677 (0.2842) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [14:51:34.552213] Epoch: [275] [ 920/2904] eta: 0:25:14 lr: 0.001876 loss: 0.1836 (0.1928) loss_rec_all: 0.2095 (0.2187) loss_rec_sfr: 0.2608 (0.2838) loss_cl: -0.2794 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [14:51:49.457720] Epoch: [275] [ 940/2904] eta: 0:24:58 lr: 0.001876 loss: 0.1842 (0.1928) loss_rec_all: 0.2102 (0.2187) loss_rec_sfr: 0.2736 (0.2843) loss_cl: -0.2785 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [14:52:04.365582] Epoch: [275] [ 960/2904] eta: 0:24:42 lr: 0.001876 loss: 0.1791 (0.1927) loss_rec_all: 0.2052 (0.2186) loss_rec_sfr: 0.2594 (0.2839) loss_cl: -0.2785 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [14:52:19.268814] Epoch: [275] [ 980/2904] eta: 0:24:26 lr: 0.001876 loss: 0.1804 (0.1926) loss_rec_all: 0.2069 (0.2185) loss_rec_sfr: 0.2151 (0.2830) loss_cl: -0.2786 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [14:52:34.177312] Epoch: [275] [1000/2904] eta: 0:24:10 lr: 0.001876 loss: 0.1791 (0.1925) loss_rec_all: 0.2054 (0.2184) loss_rec_sfr: 0.2522 (0.2825) loss_cl: -0.2791 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [14:52:49.082420] Epoch: [275] [1020/2904] eta: 0:23:55 lr: 0.001876 loss: 0.1797 (0.1925) loss_rec_all: 0.2057 (0.2184) loss_rec_sfr: 0.2318 (0.2825) loss_cl: -0.2796 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [14:53:03.992596] Epoch: [275] [1040/2904] eta: 0:23:39 lr: 0.001875 loss: 0.1784 (0.1924) loss_rec_all: 0.2046 (0.2183) loss_rec_sfr: 0.2210 (0.2821) loss_cl: -0.2796 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [14:53:18.899257] Epoch: [275] [1060/2904] eta: 0:23:23 lr: 0.001875 loss: 0.1823 (0.1925) loss_rec_all: 0.2085 (0.2184) loss_rec_sfr: 0.2787 (0.2826) loss_cl: -0.2790 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [14:53:33.808199] Epoch: [275] [1080/2904] eta: 0:23:07 lr: 0.001875 loss: 0.1835 (0.1926) loss_rec_all: 0.2094 (0.2185) loss_rec_sfr: 0.2654 (0.2828) loss_cl: -0.2782 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [14:53:48.710507] Epoch: [275] [1100/2904] eta: 0:22:52 lr: 0.001875 loss: 0.1824 (0.1925) loss_rec_all: 0.2087 (0.2184) loss_rec_sfr: 0.2500 (0.2824) loss_cl: -0.2790 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [14:54:03.609963] Epoch: [275] [1120/2904] eta: 0:22:36 lr: 0.001875 loss: 0.1814 (0.1925) loss_rec_all: 0.2077 (0.2184) loss_rec_sfr: 0.2635 (0.2822) loss_cl: -0.2788 (-0.2788) time: 0.7449 data: 0.0002 max mem: 29860 [14:54:18.518908] Epoch: [275] [1140/2904] eta: 0:22:20 lr: 0.001875 loss: 0.1827 (0.1925) loss_rec_all: 0.2088 (0.2184) loss_rec_sfr: 0.2737 (0.2826) loss_cl: -0.2790 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [14:54:33.426096] Epoch: [275] [1160/2904] eta: 0:22:05 lr: 0.001875 loss: 0.1809 (0.1924) loss_rec_all: 0.2069 (0.2183) loss_rec_sfr: 0.2614 (0.2824) loss_cl: -0.2790 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [14:54:48.330654] Epoch: [275] [1180/2904] eta: 0:21:49 lr: 0.001875 loss: 0.1852 (0.1925) loss_rec_all: 0.2112 (0.2184) loss_rec_sfr: 0.2713 (0.2827) loss_cl: -0.2791 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [14:55:03.236954] Epoch: [275] [1200/2904] eta: 0:21:33 lr: 0.001875 loss: 0.1844 (0.1926) loss_rec_all: 0.2106 (0.2185) loss_rec_sfr: 0.2639 (0.2830) loss_cl: -0.2784 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [14:55:18.143283] Epoch: [275] [1220/2904] eta: 0:21:18 lr: 0.001875 loss: 0.1862 (0.1926) loss_rec_all: 0.2124 (0.2185) loss_rec_sfr: 0.2623 (0.2830) loss_cl: -0.2788 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [14:55:33.051859] Epoch: [275] [1240/2904] eta: 0:21:02 lr: 0.001875 loss: 0.1809 (0.1927) loss_rec_all: 0.2070 (0.2186) loss_rec_sfr: 0.2685 (0.2833) loss_cl: -0.2789 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [14:55:47.960335] Epoch: [275] [1260/2904] eta: 0:20:47 lr: 0.001875 loss: 0.1898 (0.1928) loss_rec_all: 0.2159 (0.2187) loss_rec_sfr: 0.2578 (0.2834) loss_cl: -0.2794 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [14:56:02.869249] Epoch: [275] [1280/2904] eta: 0:20:31 lr: 0.001875 loss: 0.1830 (0.1927) loss_rec_all: 0.2088 (0.2186) loss_rec_sfr: 0.2609 (0.2833) loss_cl: -0.2791 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [14:56:17.779618] Epoch: [275] [1300/2904] eta: 0:20:16 lr: 0.001875 loss: 0.1818 (0.1927) loss_rec_all: 0.2078 (0.2186) loss_rec_sfr: 0.2680 (0.2834) loss_cl: -0.2791 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [14:56:32.690674] Epoch: [275] [1320/2904] eta: 0:20:00 lr: 0.001875 loss: 0.1862 (0.1929) loss_rec_all: 0.2120 (0.2187) loss_rec_sfr: 0.2739 (0.2839) loss_cl: -0.2781 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [14:56:47.594448] Epoch: [275] [1340/2904] eta: 0:19:45 lr: 0.001875 loss: 0.1810 (0.1929) loss_rec_all: 0.2072 (0.2188) loss_rec_sfr: 0.2678 (0.2840) loss_cl: -0.2778 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [14:57:02.507631] Epoch: [275] [1360/2904] eta: 0:19:29 lr: 0.001875 loss: 0.1805 (0.1928) loss_rec_all: 0.2067 (0.2187) loss_rec_sfr: 0.2611 (0.2839) loss_cl: -0.2793 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [14:57:17.553975] Epoch: [275] [1380/2904] eta: 0:19:14 lr: 0.001875 loss: 0.1806 (0.1927) loss_rec_all: 0.2070 (0.2186) loss_rec_sfr: 0.2692 (0.2838) loss_cl: -0.2792 (-0.2788) time: 0.7523 data: 0.0002 max mem: 29860 [14:57:32.467516] Epoch: [275] [1400/2904] eta: 0:18:59 lr: 0.001875 loss: 0.1823 (0.1927) loss_rec_all: 0.2083 (0.2186) loss_rec_sfr: 0.2642 (0.2837) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [14:57:47.378275] Epoch: [275] [1420/2904] eta: 0:18:43 lr: 0.001875 loss: 0.1823 (0.1927) loss_rec_all: 0.2086 (0.2186) loss_rec_sfr: 0.2560 (0.2836) loss_cl: -0.2785 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [14:58:02.294409] Epoch: [275] [1440/2904] eta: 0:18:28 lr: 0.001875 loss: 0.1813 (0.1927) loss_rec_all: 0.2079 (0.2186) loss_rec_sfr: 0.2646 (0.2837) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [14:58:17.209854] Epoch: [275] [1460/2904] eta: 0:18:12 lr: 0.001875 loss: 0.1849 (0.1927) loss_rec_all: 0.2111 (0.2186) loss_rec_sfr: 0.2645 (0.2835) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [14:58:32.126747] Epoch: [275] [1480/2904] eta: 0:17:57 lr: 0.001875 loss: 0.1824 (0.1926) loss_rec_all: 0.2081 (0.2185) loss_rec_sfr: 0.2551 (0.2834) loss_cl: -0.2794 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [14:58:47.039897] Epoch: [275] [1500/2904] eta: 0:17:42 lr: 0.001875 loss: 0.1818 (0.1926) loss_rec_all: 0.2081 (0.2185) loss_rec_sfr: 0.2595 (0.2831) loss_cl: -0.2782 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [14:59:01.943253] Epoch: [275] [1520/2904] eta: 0:17:26 lr: 0.001875 loss: 0.1849 (0.1926) loss_rec_all: 0.2107 (0.2185) loss_rec_sfr: 0.2747 (0.2831) loss_cl: -0.2787 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [14:59:16.856065] Epoch: [275] [1540/2904] eta: 0:17:11 lr: 0.001875 loss: 0.1787 (0.1926) loss_rec_all: 0.2050 (0.2185) loss_rec_sfr: 0.2631 (0.2833) loss_cl: -0.2802 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [14:59:31.767104] Epoch: [275] [1560/2904] eta: 0:16:56 lr: 0.001875 loss: 0.1836 (0.1926) loss_rec_all: 0.2102 (0.2185) loss_rec_sfr: 0.2641 (0.2833) loss_cl: -0.2800 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [14:59:46.679200] Epoch: [275] [1580/2904] eta: 0:16:41 lr: 0.001875 loss: 0.1791 (0.1925) loss_rec_all: 0.2052 (0.2184) loss_rec_sfr: 0.2670 (0.2830) loss_cl: -0.2793 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [15:00:01.591784] Epoch: [275] [1600/2904] eta: 0:16:25 lr: 0.001875 loss: 0.1835 (0.1925) loss_rec_all: 0.2097 (0.2184) loss_rec_sfr: 0.2666 (0.2832) loss_cl: -0.2783 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [15:00:16.502106] Epoch: [275] [1620/2904] eta: 0:16:10 lr: 0.001875 loss: 0.1801 (0.1925) loss_rec_all: 0.2061 (0.2184) loss_rec_sfr: 0.2570 (0.2830) loss_cl: -0.2780 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [15:00:31.406621] Epoch: [275] [1640/2904] eta: 0:15:55 lr: 0.001875 loss: 0.1868 (0.1925) loss_rec_all: 0.2131 (0.2184) loss_rec_sfr: 0.2578 (0.2830) loss_cl: -0.2786 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [15:00:46.309602] Epoch: [275] [1660/2904] eta: 0:15:39 lr: 0.001875 loss: 0.1842 (0.1926) loss_rec_all: 0.2102 (0.2185) loss_rec_sfr: 0.2638 (0.2830) loss_cl: -0.2787 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [15:01:01.212730] Epoch: [275] [1680/2904] eta: 0:15:24 lr: 0.001875 loss: 0.1825 (0.1925) loss_rec_all: 0.2086 (0.2184) loss_rec_sfr: 0.2685 (0.2829) loss_cl: -0.2792 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [15:01:16.114061] Epoch: [275] [1700/2904] eta: 0:15:09 lr: 0.001875 loss: 0.1818 (0.1925) loss_rec_all: 0.2078 (0.2184) loss_rec_sfr: 0.2538 (0.2829) loss_cl: -0.2786 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [15:01:31.014826] Epoch: [275] [1720/2904] eta: 0:14:54 lr: 0.001875 loss: 0.1825 (0.1924) loss_rec_all: 0.2084 (0.2183) loss_rec_sfr: 0.2675 (0.2827) loss_cl: -0.2787 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [15:01:45.924338] Epoch: [275] [1740/2904] eta: 0:14:38 lr: 0.001875 loss: 0.1802 (0.1924) loss_rec_all: 0.2063 (0.2183) loss_rec_sfr: 0.2671 (0.2826) loss_cl: -0.2795 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [15:02:00.975049] Epoch: [275] [1760/2904] eta: 0:14:23 lr: 0.001874 loss: 0.1788 (0.1923) loss_rec_all: 0.2051 (0.2182) loss_rec_sfr: 0.2595 (0.2824) loss_cl: -0.2795 (-0.2788) time: 0.7525 data: 0.0002 max mem: 29860 [15:02:15.886568] Epoch: [275] [1780/2904] eta: 0:14:08 lr: 0.001874 loss: 0.1883 (0.1924) loss_rec_all: 0.2144 (0.2183) loss_rec_sfr: 0.2658 (0.2827) loss_cl: -0.2782 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [15:02:30.799423] Epoch: [275] [1800/2904] eta: 0:13:53 lr: 0.001874 loss: 0.1808 (0.1923) loss_rec_all: 0.2073 (0.2182) loss_rec_sfr: 0.2558 (0.2823) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [15:02:45.705623] Epoch: [275] [1820/2904] eta: 0:13:38 lr: 0.001874 loss: 0.1809 (0.1924) loss_rec_all: 0.2069 (0.2183) loss_rec_sfr: 0.2551 (0.2825) loss_cl: -0.2789 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [15:03:00.611942] Epoch: [275] [1840/2904] eta: 0:13:22 lr: 0.001874 loss: 0.1787 (0.1923) loss_rec_all: 0.2047 (0.2182) loss_rec_sfr: 0.2595 (0.2823) loss_cl: -0.2791 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [15:03:15.517336] Epoch: [275] [1860/2904] eta: 0:13:07 lr: 0.001874 loss: 0.1891 (0.1924) loss_rec_all: 0.2153 (0.2183) loss_rec_sfr: 0.2636 (0.2826) loss_cl: -0.2787 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [15:03:30.425937] Epoch: [275] [1880/2904] eta: 0:12:52 lr: 0.001874 loss: 0.1821 (0.1924) loss_rec_all: 0.2082 (0.2183) loss_rec_sfr: 0.2736 (0.2826) loss_cl: -0.2784 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [15:03:45.329198] Epoch: [275] [1900/2904] eta: 0:12:37 lr: 0.001874 loss: 0.1795 (0.1922) loss_rec_all: 0.2060 (0.2181) loss_rec_sfr: 0.2380 (0.2822) loss_cl: -0.2792 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [15:04:00.235339] Epoch: [275] [1920/2904] eta: 0:12:22 lr: 0.001874 loss: 0.1793 (0.1923) loss_rec_all: 0.2053 (0.2182) loss_rec_sfr: 0.2693 (0.2824) loss_cl: -0.2789 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [15:04:15.143237] Epoch: [275] [1940/2904] eta: 0:12:06 lr: 0.001874 loss: 0.1836 (0.1923) loss_rec_all: 0.2096 (0.2182) loss_rec_sfr: 0.2616 (0.2826) loss_cl: -0.2797 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [15:04:30.052642] Epoch: [275] [1960/2904] eta: 0:11:51 lr: 0.001874 loss: 0.1824 (0.1923) loss_rec_all: 0.2082 (0.2182) loss_rec_sfr: 0.2675 (0.2825) loss_cl: -0.2791 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [15:04:44.954377] Epoch: [275] [1980/2904] eta: 0:11:36 lr: 0.001874 loss: 0.1847 (0.1923) loss_rec_all: 0.2105 (0.2182) loss_rec_sfr: 0.2622 (0.2826) loss_cl: -0.2792 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [15:04:59.861055] Epoch: [275] [2000/2904] eta: 0:11:21 lr: 0.001874 loss: 0.1832 (0.1923) loss_rec_all: 0.2093 (0.2182) loss_rec_sfr: 0.2495 (0.2824) loss_cl: -0.2784 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [15:05:14.763583] Epoch: [275] [2020/2904] eta: 0:11:06 lr: 0.001874 loss: 0.1836 (0.1923) loss_rec_all: 0.2095 (0.2182) loss_rec_sfr: 0.2662 (0.2823) loss_cl: -0.2785 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [15:05:29.671934] Epoch: [275] [2040/2904] eta: 0:10:51 lr: 0.001874 loss: 0.1864 (0.1924) loss_rec_all: 0.2120 (0.2183) loss_rec_sfr: 0.2737 (0.2827) loss_cl: -0.2778 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [15:05:44.575617] Epoch: [275] [2060/2904] eta: 0:10:36 lr: 0.001874 loss: 0.1810 (0.1923) loss_rec_all: 0.2071 (0.2182) loss_rec_sfr: 0.2585 (0.2825) loss_cl: -0.2784 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [15:05:59.484128] Epoch: [275] [2080/2904] eta: 0:10:20 lr: 0.001874 loss: 0.1818 (0.1923) loss_rec_all: 0.2079 (0.2182) loss_rec_sfr: 0.2580 (0.2823) loss_cl: -0.2795 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [15:06:14.390936] Epoch: [275] [2100/2904] eta: 0:10:05 lr: 0.001874 loss: 0.1842 (0.1923) loss_rec_all: 0.2102 (0.2182) loss_rec_sfr: 0.2752 (0.2825) loss_cl: -0.2794 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [15:06:29.303597] Epoch: [275] [2120/2904] eta: 0:09:50 lr: 0.001874 loss: 0.1800 (0.1924) loss_rec_all: 0.2060 (0.2183) loss_rec_sfr: 0.2736 (0.2827) loss_cl: -0.2784 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [15:06:44.215830] Epoch: [275] [2140/2904] eta: 0:09:35 lr: 0.001874 loss: 0.1840 (0.1924) loss_rec_all: 0.2103 (0.2183) loss_rec_sfr: 0.2677 (0.2827) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [15:06:59.118906] Epoch: [275] [2160/2904] eta: 0:09:20 lr: 0.001874 loss: 0.1835 (0.1924) loss_rec_all: 0.2093 (0.2183) loss_rec_sfr: 0.2572 (0.2827) loss_cl: -0.2788 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [15:07:14.026933] Epoch: [275] [2180/2904] eta: 0:09:05 lr: 0.001874 loss: 0.1789 (0.1923) loss_rec_all: 0.2053 (0.2182) loss_rec_sfr: 0.2643 (0.2825) loss_cl: -0.2786 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [15:07:28.937306] Epoch: [275] [2200/2904] eta: 0:08:50 lr: 0.001874 loss: 0.1815 (0.1923) loss_rec_all: 0.2080 (0.2182) loss_rec_sfr: 0.2550 (0.2823) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [15:07:43.848313] Epoch: [275] [2220/2904] eta: 0:08:35 lr: 0.001874 loss: 0.1818 (0.1923) loss_rec_all: 0.2077 (0.2182) loss_rec_sfr: 0.2275 (0.2822) loss_cl: -0.2793 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [15:07:58.759077] Epoch: [275] [2240/2904] eta: 0:08:19 lr: 0.001874 loss: 0.1816 (0.1923) loss_rec_all: 0.2077 (0.2182) loss_rec_sfr: 0.2700 (0.2824) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [15:08:13.665141] Epoch: [275] [2260/2904] eta: 0:08:04 lr: 0.001874 loss: 0.1826 (0.1923) loss_rec_all: 0.2086 (0.2182) loss_rec_sfr: 0.2630 (0.2823) loss_cl: -0.2784 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [15:08:28.569321] Epoch: [275] [2280/2904] eta: 0:07:49 lr: 0.001874 loss: 0.1794 (0.1922) loss_rec_all: 0.2057 (0.2181) loss_rec_sfr: 0.2619 (0.2821) loss_cl: -0.2784 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [15:08:43.474679] Epoch: [275] [2300/2904] eta: 0:07:34 lr: 0.001874 loss: 0.1829 (0.1922) loss_rec_all: 0.2089 (0.2181) loss_rec_sfr: 0.2658 (0.2821) loss_cl: -0.2800 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [15:08:58.383369] Epoch: [275] [2320/2904] eta: 0:07:19 lr: 0.001874 loss: 0.1830 (0.1922) loss_rec_all: 0.2090 (0.2182) loss_rec_sfr: 0.2610 (0.2823) loss_cl: -0.2798 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [15:09:13.294515] Epoch: [275] [2340/2904] eta: 0:07:04 lr: 0.001874 loss: 0.1828 (0.1923) loss_rec_all: 0.2087 (0.2182) loss_rec_sfr: 0.2754 (0.2825) loss_cl: -0.2783 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [15:09:28.213040] Epoch: [275] [2360/2904] eta: 0:06:49 lr: 0.001874 loss: 0.1861 (0.1924) loss_rec_all: 0.2120 (0.2183) loss_rec_sfr: 0.2727 (0.2827) loss_cl: -0.2779 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [15:09:43.138525] Epoch: [275] [2380/2904] eta: 0:06:34 lr: 0.001874 loss: 0.1800 (0.1924) loss_rec_all: 0.2062 (0.2183) loss_rec_sfr: 0.2705 (0.2828) loss_cl: -0.2797 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [15:09:58.058422] Epoch: [275] [2400/2904] eta: 0:06:19 lr: 0.001874 loss: 0.1822 (0.1923) loss_rec_all: 0.2087 (0.2182) loss_rec_sfr: 0.2624 (0.2827) loss_cl: -0.2794 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [15:10:12.965747] Epoch: [275] [2420/2904] eta: 0:06:04 lr: 0.001874 loss: 0.1815 (0.1924) loss_rec_all: 0.2073 (0.2183) loss_rec_sfr: 0.2719 (0.2828) loss_cl: -0.2785 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [15:10:27.875626] Epoch: [275] [2440/2904] eta: 0:05:49 lr: 0.001874 loss: 0.1801 (0.1923) loss_rec_all: 0.2062 (0.2182) loss_rec_sfr: 0.2610 (0.2827) loss_cl: -0.2785 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [15:10:42.788881] Epoch: [275] [2460/2904] eta: 0:05:34 lr: 0.001873 loss: 0.1797 (0.1923) loss_rec_all: 0.2060 (0.2182) loss_rec_sfr: 0.2307 (0.2825) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [15:10:57.695629] Epoch: [275] [2480/2904] eta: 0:05:18 lr: 0.001873 loss: 0.1824 (0.1923) loss_rec_all: 0.2089 (0.2182) loss_rec_sfr: 0.2634 (0.2826) loss_cl: -0.2790 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [15:11:12.604597] Epoch: [275] [2500/2904] eta: 0:05:03 lr: 0.001873 loss: 0.1824 (0.1923) loss_rec_all: 0.2083 (0.2182) loss_rec_sfr: 0.2369 (0.2824) loss_cl: -0.2795 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [15:11:27.520150] Epoch: [275] [2520/2904] eta: 0:04:48 lr: 0.001873 loss: 0.1840 (0.1923) loss_rec_all: 0.2097 (0.2182) loss_rec_sfr: 0.2732 (0.2825) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [15:11:42.431867] Epoch: [275] [2540/2904] eta: 0:04:33 lr: 0.001873 loss: 0.1829 (0.1924) loss_rec_all: 0.2090 (0.2183) loss_rec_sfr: 0.2638 (0.2827) loss_cl: -0.2785 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [15:11:57.342151] Epoch: [275] [2560/2904] eta: 0:04:18 lr: 0.001873 loss: 0.1844 (0.1924) loss_rec_all: 0.2104 (0.2183) loss_rec_sfr: 0.2583 (0.2827) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [15:12:12.248832] Epoch: [275] [2580/2904] eta: 0:04:03 lr: 0.001873 loss: 0.1842 (0.1924) loss_rec_all: 0.2103 (0.2183) loss_rec_sfr: 0.2516 (0.2827) loss_cl: -0.2795 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [15:12:27.160584] Epoch: [275] [2600/2904] eta: 0:03:48 lr: 0.001873 loss: 0.1900 (0.1926) loss_rec_all: 0.2160 (0.2185) loss_rec_sfr: 0.2698 (0.2831) loss_cl: -0.2792 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [15:12:42.071864] Epoch: [275] [2620/2904] eta: 0:03:33 lr: 0.001873 loss: 0.1847 (0.1926) loss_rec_all: 0.2107 (0.2185) loss_rec_sfr: 0.2714 (0.2833) loss_cl: -0.2783 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [15:12:56.981947] Epoch: [275] [2640/2904] eta: 0:03:18 lr: 0.001873 loss: 0.1819 (0.1926) loss_rec_all: 0.2077 (0.2185) loss_rec_sfr: 0.2632 (0.2832) loss_cl: -0.2782 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [15:13:11.891942] Epoch: [275] [2660/2904] eta: 0:03:03 lr: 0.001873 loss: 0.1794 (0.1926) loss_rec_all: 0.2051 (0.2185) loss_rec_sfr: 0.2533 (0.2831) loss_cl: -0.2782 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [15:13:26.802964] Epoch: [275] [2680/2904] eta: 0:02:48 lr: 0.001873 loss: 0.1807 (0.1925) loss_rec_all: 0.2072 (0.2184) loss_rec_sfr: 0.2551 (0.2829) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [15:13:41.708941] Epoch: [275] [2700/2904] eta: 0:02:33 lr: 0.001873 loss: 0.1775 (0.1925) loss_rec_all: 0.2040 (0.2184) loss_rec_sfr: 0.2648 (0.2829) loss_cl: -0.2788 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [15:13:56.619225] Epoch: [275] [2720/2904] eta: 0:02:18 lr: 0.001873 loss: 0.1841 (0.1925) loss_rec_all: 0.2099 (0.2184) loss_rec_sfr: 0.2721 (0.2832) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [15:14:11.530126] Epoch: [275] [2740/2904] eta: 0:02:03 lr: 0.001873 loss: 0.1833 (0.1926) loss_rec_all: 0.2091 (0.2185) loss_rec_sfr: 0.2724 (0.2832) loss_cl: -0.2783 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [15:14:26.449989] Epoch: [275] [2760/2904] eta: 0:01:48 lr: 0.001873 loss: 0.1857 (0.1926) loss_rec_all: 0.2116 (0.2185) loss_rec_sfr: 0.2717 (0.2833) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [15:14:41.360277] Epoch: [275] [2780/2904] eta: 0:01:33 lr: 0.001873 loss: 0.1798 (0.1926) loss_rec_all: 0.2061 (0.2185) loss_rec_sfr: 0.2622 (0.2834) loss_cl: -0.2791 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [15:14:56.267144] Epoch: [275] [2800/2904] eta: 0:01:18 lr: 0.001873 loss: 0.1842 (0.1926) loss_rec_all: 0.2104 (0.2185) loss_rec_sfr: 0.2638 (0.2834) loss_cl: -0.2792 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [15:15:11.174776] Epoch: [275] [2820/2904] eta: 0:01:03 lr: 0.001873 loss: 0.1808 (0.1925) loss_rec_all: 0.2070 (0.2184) loss_rec_sfr: 0.2599 (0.2832) loss_cl: -0.2800 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [15:15:26.118128] Epoch: [275] [2840/2904] eta: 0:00:48 lr: 0.001873 loss: 0.1808 (0.1925) loss_rec_all: 0.2071 (0.2184) loss_rec_sfr: 0.2589 (0.2831) loss_cl: -0.2787 (-0.2788) time: 0.7471 data: 0.0023 max mem: 29860 [15:15:41.007608] Epoch: [275] [2860/2904] eta: 0:00:33 lr: 0.001873 loss: 0.1832 (0.1925) loss_rec_all: 0.2095 (0.2184) loss_rec_sfr: 0.2677 (0.2830) loss_cl: -0.2775 (-0.2788) time: 0.7444 data: 0.0001 max mem: 29860 [15:15:55.898055] Epoch: [275] [2880/2904] eta: 0:00:18 lr: 0.001873 loss: 0.1813 (0.1925) loss_rec_all: 0.2077 (0.2184) loss_rec_sfr: 0.2591 (0.2830) loss_cl: -0.2786 (-0.2788) time: 0.7445 data: 0.0001 max mem: 29860 [15:16:10.803070] Epoch: [275] [2900/2904] eta: 0:00:03 lr: 0.001873 loss: 0.1859 (0.1925) loss_rec_all: 0.2117 (0.2184) loss_rec_sfr: 0.2706 (0.2830) loss_cl: -0.2800 (-0.2788) time: 0.7452 data: 0.0001 max mem: 29860 [15:16:13.045898] Epoch: [275] [2903/2904] eta: 0:00:00 lr: 0.001873 loss: 0.1859 (0.1925) loss_rec_all: 0.2117 (0.2184) loss_rec_sfr: 0.2706 (0.2830) loss_cl: -0.2799 (-0.2788) time: 0.7453 data: 0.0001 max mem: 29860 [15:16:15.178905] Epoch: [275] Total time: 0:36:23 (0.7520 s / it) [15:16:15.180651] Averaged stats: lr: 0.001873 loss: 0.1859 (0.1946) loss_rec_all: 0.2117 (0.2182) loss_rec_sfr: 0.2706 (0.2816) loss_cl: -0.2799 (-0.2556) [15:16:15.185325] log_dir: ./checkpoint/VF2_ViT-B [15:16:33.410481] Epoch: [276] [ 0/2904] eta: 14:42:02 lr: 0.001873 loss: 0.1787 (0.1787) loss_rec_all: 0.2051 (0.2051) loss_rec_sfr: 0.2219 (0.2219) loss_cl: -0.2793 (-0.2793) time: 18.2241 data: 15.4750 max mem: 29860 [15:16:50.226222] Epoch: [276] [ 20/2904] eta: 1:20:11 lr: 0.001873 loss: 0.1790 (0.1790) loss_rec_all: 0.2052 (0.2052) loss_rec_sfr: 0.2596 (0.2426) loss_cl: -0.2795 (-0.2793) time: 0.8407 data: 0.0003 max mem: 29860 [15:17:05.154360] Epoch: [276] [ 40/2904] eta: 0:58:10 lr: 0.001873 loss: 0.1772 (0.1804) loss_rec_all: 0.2031 (0.2065) loss_rec_sfr: 0.2677 (0.2522) loss_cl: -0.2785 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [15:17:20.121261] Epoch: [276] [ 60/2904] eta: 0:50:27 lr: 0.001873 loss: 0.1792 (0.1835) loss_rec_all: 0.2056 (0.2096) loss_rec_sfr: 0.2607 (0.2599) loss_cl: -0.2790 (-0.2789) time: 0.7483 data: 0.0002 max mem: 29860 [15:17:35.083094] Epoch: [276] [ 80/2904] eta: 0:46:25 lr: 0.001873 loss: 0.1807 (0.1838) loss_rec_all: 0.2064 (0.2099) loss_rec_sfr: 0.2628 (0.2620) loss_cl: -0.2785 (-0.2787) time: 0.7481 data: 0.0002 max mem: 29860 [15:17:50.039681] Epoch: [276] [ 100/2904] eta: 0:43:53 lr: 0.001873 loss: 0.1784 (0.1859) loss_rec_all: 0.2050 (0.2119) loss_rec_sfr: 0.2643 (0.2675) loss_cl: -0.2790 (-0.2788) time: 0.7478 data: 0.0002 max mem: 29860 [15:18:05.019789] Epoch: [276] [ 120/2904] eta: 0:42:06 lr: 0.001873 loss: 0.1794 (0.1858) loss_rec_all: 0.2058 (0.2118) loss_rec_sfr: 0.2660 (0.2662) loss_cl: -0.2787 (-0.2788) time: 0.7490 data: 0.0002 max mem: 29860 [15:18:19.991865] Epoch: [276] [ 140/2904] eta: 0:40:46 lr: 0.001873 loss: 0.1829 (0.1885) loss_rec_all: 0.2089 (0.2144) loss_rec_sfr: 0.2723 (0.2754) loss_cl: -0.2786 (-0.2787) time: 0.7486 data: 0.0002 max mem: 29860 [15:18:34.958671] Epoch: [276] [ 160/2904] eta: 0:39:42 lr: 0.001873 loss: 0.1829 (0.1885) loss_rec_all: 0.2090 (0.2145) loss_rec_sfr: 0.2752 (0.2759) loss_cl: -0.2788 (-0.2787) time: 0.7483 data: 0.0002 max mem: 29860 [15:18:49.932129] Epoch: [276] [ 180/2904] eta: 0:38:48 lr: 0.001873 loss: 0.1854 (0.1895) loss_rec_all: 0.2114 (0.2154) loss_rec_sfr: 0.2736 (0.2785) loss_cl: -0.2793 (-0.2788) time: 0.7486 data: 0.0003 max mem: 29860 [15:19:04.914006] Epoch: [276] [ 200/2904] eta: 0:38:03 lr: 0.001873 loss: 0.1857 (0.1902) loss_rec_all: 0.2122 (0.2161) loss_rec_sfr: 0.2668 (0.2807) loss_cl: -0.2793 (-0.2788) time: 0.7491 data: 0.0002 max mem: 29860 [15:19:19.943126] Epoch: [276] [ 220/2904] eta: 0:37:23 lr: 0.001873 loss: 0.1813 (0.1899) loss_rec_all: 0.2074 (0.2158) loss_rec_sfr: 0.2620 (0.2790) loss_cl: -0.2794 (-0.2789) time: 0.7514 data: 0.0002 max mem: 29860 [15:19:34.972050] Epoch: [276] [ 240/2904] eta: 0:36:48 lr: 0.001873 loss: 0.1797 (0.1899) loss_rec_all: 0.2061 (0.2158) loss_rec_sfr: 0.2357 (0.2784) loss_cl: -0.2787 (-0.2788) time: 0.7514 data: 0.0002 max mem: 29860 [15:19:49.983038] Epoch: [276] [ 260/2904] eta: 0:36:15 lr: 0.001872 loss: 0.1806 (0.1902) loss_rec_all: 0.2068 (0.2162) loss_rec_sfr: 0.2543 (0.2790) loss_cl: -0.2792 (-0.2789) time: 0.7505 data: 0.0002 max mem: 29860 [15:20:04.980354] Epoch: [276] [ 280/2904] eta: 0:35:45 lr: 0.001872 loss: 0.1853 (0.1904) loss_rec_all: 0.2111 (0.2164) loss_rec_sfr: 0.2672 (0.2798) loss_cl: -0.2793 (-0.2789) time: 0.7498 data: 0.0002 max mem: 29860 [15:20:19.971237] Epoch: [276] [ 300/2904] eta: 0:35:17 lr: 0.001872 loss: 0.1803 (0.1903) loss_rec_all: 0.2068 (0.2162) loss_rec_sfr: 0.2267 (0.2783) loss_cl: -0.2790 (-0.2789) time: 0.7495 data: 0.0002 max mem: 29860 [15:20:35.027695] Epoch: [276] [ 320/2904] eta: 0:34:51 lr: 0.001872 loss: 0.1772 (0.1903) loss_rec_all: 0.2034 (0.2162) loss_rec_sfr: 0.2246 (0.2779) loss_cl: -0.2785 (-0.2789) time: 0.7528 data: 0.0002 max mem: 29860 [15:20:50.026976] Epoch: [276] [ 340/2904] eta: 0:34:26 lr: 0.001872 loss: 0.1808 (0.1898) loss_rec_all: 0.2068 (0.2158) loss_rec_sfr: 0.2644 (0.2765) loss_cl: -0.2780 (-0.2788) time: 0.7499 data: 0.0002 max mem: 29860 [15:21:05.029627] Epoch: [276] [ 360/2904] eta: 0:34:02 lr: 0.001872 loss: 0.1788 (0.1899) loss_rec_all: 0.2053 (0.2159) loss_rec_sfr: 0.2471 (0.2764) loss_cl: -0.2783 (-0.2788) time: 0.7501 data: 0.0002 max mem: 29860 [15:21:20.015485] Epoch: [276] [ 380/2904] eta: 0:33:39 lr: 0.001872 loss: 0.1820 (0.1896) loss_rec_all: 0.2088 (0.2156) loss_rec_sfr: 0.2590 (0.2747) loss_cl: -0.2791 (-0.2788) time: 0.7493 data: 0.0002 max mem: 29860 [15:21:34.988568] Epoch: [276] [ 400/2904] eta: 0:33:16 lr: 0.001872 loss: 0.1815 (0.1902) loss_rec_all: 0.2079 (0.2161) loss_rec_sfr: 0.2698 (0.2767) loss_cl: -0.2789 (-0.2788) time: 0.7486 data: 0.0002 max mem: 29860 [15:21:49.994367] Epoch: [276] [ 420/2904] eta: 0:32:55 lr: 0.001872 loss: 0.1796 (0.1900) loss_rec_all: 0.2061 (0.2160) loss_rec_sfr: 0.2306 (0.2756) loss_cl: -0.2794 (-0.2788) time: 0.7502 data: 0.0002 max mem: 29860 [15:22:04.959230] Epoch: [276] [ 440/2904] eta: 0:32:34 lr: 0.001872 loss: 0.1803 (0.1899) loss_rec_all: 0.2067 (0.2158) loss_rec_sfr: 0.2566 (0.2750) loss_cl: -0.2796 (-0.2789) time: 0.7482 data: 0.0002 max mem: 29860 [15:22:19.933223] Epoch: [276] [ 460/2904] eta: 0:32:13 lr: 0.001872 loss: 0.1837 (0.1899) loss_rec_all: 0.2096 (0.2159) loss_rec_sfr: 0.2587 (0.2753) loss_cl: -0.2792 (-0.2789) time: 0.7487 data: 0.0002 max mem: 29860 [15:22:34.865489] Epoch: [276] [ 480/2904] eta: 0:31:53 lr: 0.001872 loss: 0.1860 (0.1902) loss_rec_all: 0.2118 (0.2162) loss_rec_sfr: 0.2774 (0.2762) loss_cl: -0.2790 (-0.2789) time: 0.7466 data: 0.0002 max mem: 29860 [15:22:49.772730] Epoch: [276] [ 500/2904] eta: 0:31:33 lr: 0.001872 loss: 0.1792 (0.1899) loss_rec_all: 0.2053 (0.2159) loss_rec_sfr: 0.2622 (0.2753) loss_cl: -0.2782 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [15:23:04.682503] Epoch: [276] [ 520/2904] eta: 0:31:13 lr: 0.001872 loss: 0.1846 (0.1902) loss_rec_all: 0.2109 (0.2162) loss_rec_sfr: 0.2652 (0.2763) loss_cl: -0.2783 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [15:23:19.594171] Epoch: [276] [ 540/2904] eta: 0:30:54 lr: 0.001872 loss: 0.1839 (0.1906) loss_rec_all: 0.2100 (0.2166) loss_rec_sfr: 0.2707 (0.2776) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [15:23:34.500207] Epoch: [276] [ 560/2904] eta: 0:30:35 lr: 0.001872 loss: 0.1802 (0.1905) loss_rec_all: 0.2065 (0.2165) loss_rec_sfr: 0.2349 (0.2771) loss_cl: -0.2786 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [15:23:49.407497] Epoch: [276] [ 580/2904] eta: 0:30:16 lr: 0.001872 loss: 0.1794 (0.1903) loss_rec_all: 0.2054 (0.2163) loss_rec_sfr: 0.2674 (0.2769) loss_cl: -0.2790 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [15:24:04.317407] Epoch: [276] [ 600/2904] eta: 0:29:58 lr: 0.001872 loss: 0.1797 (0.1901) loss_rec_all: 0.2061 (0.2161) loss_rec_sfr: 0.2651 (0.2760) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [15:24:19.229429] Epoch: [276] [ 620/2904] eta: 0:29:40 lr: 0.001872 loss: 0.1807 (0.1900) loss_rec_all: 0.2070 (0.2160) loss_rec_sfr: 0.2540 (0.2760) loss_cl: -0.2797 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [15:24:34.140103] Epoch: [276] [ 640/2904] eta: 0:29:22 lr: 0.001872 loss: 0.1860 (0.1904) loss_rec_all: 0.2122 (0.2163) loss_rec_sfr: 0.2656 (0.2770) loss_cl: -0.2790 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [15:24:49.050123] Epoch: [276] [ 660/2904] eta: 0:29:04 lr: 0.001872 loss: 0.1848 (0.1905) loss_rec_all: 0.2108 (0.2164) loss_rec_sfr: 0.2580 (0.2771) loss_cl: -0.2792 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [15:25:03.965869] Epoch: [276] [ 680/2904] eta: 0:28:46 lr: 0.001872 loss: 0.1777 (0.1904) loss_rec_all: 0.2042 (0.2163) loss_rec_sfr: 0.2322 (0.2767) loss_cl: -0.2793 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [15:25:18.874163] Epoch: [276] [ 700/2904] eta: 0:28:29 lr: 0.001872 loss: 0.1825 (0.1904) loss_rec_all: 0.2086 (0.2163) loss_rec_sfr: 0.2306 (0.2764) loss_cl: -0.2784 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [15:25:33.785037] Epoch: [276] [ 720/2904] eta: 0:28:11 lr: 0.001872 loss: 0.1810 (0.1905) loss_rec_all: 0.2069 (0.2164) loss_rec_sfr: 0.2189 (0.2763) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [15:25:48.698727] Epoch: [276] [ 740/2904] eta: 0:27:54 lr: 0.001872 loss: 0.1839 (0.1905) loss_rec_all: 0.2098 (0.2165) loss_rec_sfr: 0.2518 (0.2765) loss_cl: -0.2793 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [15:26:03.606515] Epoch: [276] [ 760/2904] eta: 0:27:37 lr: 0.001872 loss: 0.1796 (0.1904) loss_rec_all: 0.2054 (0.2164) loss_rec_sfr: 0.2622 (0.2764) loss_cl: -0.2791 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [15:26:18.516209] Epoch: [276] [ 780/2904] eta: 0:27:20 lr: 0.001872 loss: 0.1816 (0.1904) loss_rec_all: 0.2075 (0.2164) loss_rec_sfr: 0.2733 (0.2766) loss_cl: -0.2787 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [15:26:33.432146] Epoch: [276] [ 800/2904] eta: 0:27:03 lr: 0.001872 loss: 0.1790 (0.1903) loss_rec_all: 0.2051 (0.2163) loss_rec_sfr: 0.2709 (0.2765) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [15:26:48.340212] Epoch: [276] [ 820/2904] eta: 0:26:47 lr: 0.001872 loss: 0.1803 (0.1904) loss_rec_all: 0.2063 (0.2163) loss_rec_sfr: 0.2654 (0.2769) loss_cl: -0.2786 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [15:27:03.243967] Epoch: [276] [ 840/2904] eta: 0:26:30 lr: 0.001872 loss: 0.1809 (0.1904) loss_rec_all: 0.2072 (0.2163) loss_rec_sfr: 0.2653 (0.2768) loss_cl: -0.2786 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [15:27:18.150402] Epoch: [276] [ 860/2904] eta: 0:26:13 lr: 0.001872 loss: 0.1818 (0.1905) loss_rec_all: 0.2079 (0.2164) loss_rec_sfr: 0.2712 (0.2773) loss_cl: -0.2799 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [15:27:33.057824] Epoch: [276] [ 880/2904] eta: 0:25:57 lr: 0.001872 loss: 0.1798 (0.1904) loss_rec_all: 0.2059 (0.2164) loss_rec_sfr: 0.2301 (0.2772) loss_cl: -0.2799 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [15:27:47.963816] Epoch: [276] [ 900/2904] eta: 0:25:40 lr: 0.001872 loss: 0.1800 (0.1904) loss_rec_all: 0.2062 (0.2163) loss_rec_sfr: 0.2564 (0.2769) loss_cl: -0.2784 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [15:28:02.866878] Epoch: [276] [ 920/2904] eta: 0:25:24 lr: 0.001872 loss: 0.1835 (0.1904) loss_rec_all: 0.2093 (0.2164) loss_rec_sfr: 0.2599 (0.2769) loss_cl: -0.2781 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [15:28:17.769322] Epoch: [276] [ 940/2904] eta: 0:25:08 lr: 0.001872 loss: 0.1848 (0.1907) loss_rec_all: 0.2106 (0.2166) loss_rec_sfr: 0.2798 (0.2779) loss_cl: -0.2785 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [15:28:32.685141] Epoch: [276] [ 960/2904] eta: 0:24:51 lr: 0.001871 loss: 0.1854 (0.1909) loss_rec_all: 0.2116 (0.2168) loss_rec_sfr: 0.2627 (0.2781) loss_cl: -0.2795 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [15:28:47.598689] Epoch: [276] [ 980/2904] eta: 0:24:35 lr: 0.001871 loss: 0.1812 (0.1910) loss_rec_all: 0.2075 (0.2170) loss_rec_sfr: 0.2574 (0.2785) loss_cl: -0.2790 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [15:29:02.503932] Epoch: [276] [1000/2904] eta: 0:24:19 lr: 0.001871 loss: 0.1846 (0.1910) loss_rec_all: 0.2106 (0.2169) loss_rec_sfr: 0.2668 (0.2784) loss_cl: -0.2784 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [15:29:17.405843] Epoch: [276] [1020/2904] eta: 0:24:03 lr: 0.001871 loss: 0.1816 (0.1909) loss_rec_all: 0.2077 (0.2168) loss_rec_sfr: 0.2582 (0.2781) loss_cl: -0.2786 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [15:29:32.311562] Epoch: [276] [1040/2904] eta: 0:23:47 lr: 0.001871 loss: 0.1786 (0.1909) loss_rec_all: 0.2047 (0.2169) loss_rec_sfr: 0.2653 (0.2782) loss_cl: -0.2780 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [15:29:47.222050] Epoch: [276] [1060/2904] eta: 0:23:31 lr: 0.001871 loss: 0.1813 (0.1910) loss_rec_all: 0.2073 (0.2169) loss_rec_sfr: 0.2250 (0.2782) loss_cl: -0.2780 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [15:30:02.127764] Epoch: [276] [1080/2904] eta: 0:23:15 lr: 0.001871 loss: 0.1797 (0.1910) loss_rec_all: 0.2058 (0.2169) loss_rec_sfr: 0.2598 (0.2782) loss_cl: -0.2790 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [15:30:17.033842] Epoch: [276] [1100/2904] eta: 0:22:59 lr: 0.001871 loss: 0.1868 (0.1911) loss_rec_all: 0.2129 (0.2170) loss_rec_sfr: 0.2620 (0.2785) loss_cl: -0.2797 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [15:30:31.940003] Epoch: [276] [1120/2904] eta: 0:22:43 lr: 0.001871 loss: 0.1844 (0.1913) loss_rec_all: 0.2103 (0.2173) loss_rec_sfr: 0.2751 (0.2794) loss_cl: -0.2784 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [15:30:46.843626] Epoch: [276] [1140/2904] eta: 0:22:27 lr: 0.001871 loss: 0.1830 (0.1913) loss_rec_all: 0.2094 (0.2172) loss_rec_sfr: 0.2541 (0.2791) loss_cl: -0.2784 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [15:31:01.745521] Epoch: [276] [1160/2904] eta: 0:22:11 lr: 0.001871 loss: 0.1804 (0.1913) loss_rec_all: 0.2069 (0.2172) loss_rec_sfr: 0.2616 (0.2791) loss_cl: -0.2790 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [15:31:16.653647] Epoch: [276] [1180/2904] eta: 0:21:55 lr: 0.001871 loss: 0.1847 (0.1915) loss_rec_all: 0.2108 (0.2174) loss_rec_sfr: 0.2661 (0.2798) loss_cl: -0.2789 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [15:31:31.560824] Epoch: [276] [1200/2904] eta: 0:21:40 lr: 0.001871 loss: 0.1826 (0.1914) loss_rec_all: 0.2088 (0.2174) loss_rec_sfr: 0.2720 (0.2798) loss_cl: -0.2789 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [15:31:46.464920] Epoch: [276] [1220/2904] eta: 0:21:24 lr: 0.001871 loss: 0.1773 (0.1914) loss_rec_all: 0.2037 (0.2173) loss_rec_sfr: 0.2236 (0.2795) loss_cl: -0.2792 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [15:32:01.367512] Epoch: [276] [1240/2904] eta: 0:21:08 lr: 0.001871 loss: 0.1787 (0.1913) loss_rec_all: 0.2051 (0.2173) loss_rec_sfr: 0.2574 (0.2792) loss_cl: -0.2794 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [15:32:16.273289] Epoch: [276] [1260/2904] eta: 0:20:52 lr: 0.001871 loss: 0.1809 (0.1913) loss_rec_all: 0.2067 (0.2173) loss_rec_sfr: 0.2586 (0.2792) loss_cl: -0.2787 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [15:32:31.182941] Epoch: [276] [1280/2904] eta: 0:20:37 lr: 0.001871 loss: 0.1862 (0.1914) loss_rec_all: 0.2120 (0.2173) loss_rec_sfr: 0.2623 (0.2793) loss_cl: -0.2782 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [15:32:46.092554] Epoch: [276] [1300/2904] eta: 0:20:21 lr: 0.001871 loss: 0.1802 (0.1913) loss_rec_all: 0.2060 (0.2172) loss_rec_sfr: 0.2272 (0.2787) loss_cl: -0.2786 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [15:33:01.002314] Epoch: [276] [1320/2904] eta: 0:20:05 lr: 0.001871 loss: 0.1864 (0.1914) loss_rec_all: 0.2125 (0.2173) loss_rec_sfr: 0.2611 (0.2789) loss_cl: -0.2792 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [15:33:15.912507] Epoch: [276] [1340/2904] eta: 0:19:50 lr: 0.001871 loss: 0.1821 (0.1915) loss_rec_all: 0.2081 (0.2174) loss_rec_sfr: 0.2560 (0.2792) loss_cl: -0.2782 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [15:33:30.822163] Epoch: [276] [1360/2904] eta: 0:19:34 lr: 0.001871 loss: 0.1784 (0.1914) loss_rec_all: 0.2048 (0.2174) loss_rec_sfr: 0.2630 (0.2791) loss_cl: -0.2785 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [15:33:45.734149] Epoch: [276] [1380/2904] eta: 0:19:19 lr: 0.001871 loss: 0.1838 (0.1916) loss_rec_all: 0.2099 (0.2175) loss_rec_sfr: 0.2686 (0.2795) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [15:34:00.642882] Epoch: [276] [1400/2904] eta: 0:19:03 lr: 0.001871 loss: 0.1870 (0.1917) loss_rec_all: 0.2136 (0.2176) loss_rec_sfr: 0.2745 (0.2798) loss_cl: -0.2785 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [15:34:15.554974] Epoch: [276] [1420/2904] eta: 0:18:48 lr: 0.001871 loss: 0.1839 (0.1917) loss_rec_all: 0.2100 (0.2176) loss_rec_sfr: 0.2563 (0.2797) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [15:34:30.470435] Epoch: [276] [1440/2904] eta: 0:18:32 lr: 0.001871 loss: 0.1825 (0.1918) loss_rec_all: 0.2084 (0.2177) loss_rec_sfr: 0.2632 (0.2799) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [15:34:45.380913] Epoch: [276] [1460/2904] eta: 0:18:17 lr: 0.001871 loss: 0.1809 (0.1917) loss_rec_all: 0.2067 (0.2176) loss_rec_sfr: 0.2485 (0.2795) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [15:35:00.285939] Epoch: [276] [1480/2904] eta: 0:18:01 lr: 0.001871 loss: 0.1815 (0.1916) loss_rec_all: 0.2075 (0.2175) loss_rec_sfr: 0.2591 (0.2792) loss_cl: -0.2787 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [15:35:15.194459] Epoch: [276] [1500/2904] eta: 0:17:46 lr: 0.001871 loss: 0.1794 (0.1915) loss_rec_all: 0.2053 (0.2175) loss_rec_sfr: 0.2533 (0.2790) loss_cl: -0.2797 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [15:35:30.098443] Epoch: [276] [1520/2904] eta: 0:17:30 lr: 0.001871 loss: 0.1843 (0.1915) loss_rec_all: 0.2102 (0.2174) loss_rec_sfr: 0.2606 (0.2788) loss_cl: -0.2795 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [15:35:45.004678] Epoch: [276] [1540/2904] eta: 0:17:15 lr: 0.001871 loss: 0.1802 (0.1914) loss_rec_all: 0.2060 (0.2173) loss_rec_sfr: 0.2358 (0.2785) loss_cl: -0.2791 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [15:35:59.912978] Epoch: [276] [1560/2904] eta: 0:16:59 lr: 0.001871 loss: 0.1802 (0.1914) loss_rec_all: 0.2061 (0.2173) loss_rec_sfr: 0.2501 (0.2782) loss_cl: -0.2785 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [15:36:14.818808] Epoch: [276] [1580/2904] eta: 0:16:44 lr: 0.001871 loss: 0.1795 (0.1913) loss_rec_all: 0.2061 (0.2172) loss_rec_sfr: 0.2542 (0.2780) loss_cl: -0.2788 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [15:36:29.728572] Epoch: [276] [1600/2904] eta: 0:16:29 lr: 0.001871 loss: 0.1851 (0.1913) loss_rec_all: 0.2114 (0.2173) loss_rec_sfr: 0.2580 (0.2780) loss_cl: -0.2787 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [15:36:44.634022] Epoch: [276] [1620/2904] eta: 0:16:13 lr: 0.001871 loss: 0.1838 (0.1914) loss_rec_all: 0.2100 (0.2173) loss_rec_sfr: 0.2625 (0.2780) loss_cl: -0.2786 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [15:36:59.541287] Epoch: [276] [1640/2904] eta: 0:15:58 lr: 0.001871 loss: 0.1865 (0.1915) loss_rec_all: 0.2129 (0.2174) loss_rec_sfr: 0.2738 (0.2783) loss_cl: -0.2791 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [15:37:14.444373] Epoch: [276] [1660/2904] eta: 0:15:43 lr: 0.001871 loss: 0.1775 (0.1914) loss_rec_all: 0.2038 (0.2174) loss_rec_sfr: 0.2416 (0.2782) loss_cl: -0.2796 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [15:37:29.343656] Epoch: [276] [1680/2904] eta: 0:15:27 lr: 0.001870 loss: 0.1803 (0.1914) loss_rec_all: 0.2067 (0.2174) loss_rec_sfr: 0.2648 (0.2782) loss_cl: -0.2791 (-0.2788) time: 0.7449 data: 0.0002 max mem: 29860 [15:37:44.243050] Epoch: [276] [1700/2904] eta: 0:15:12 lr: 0.001870 loss: 0.1831 (0.1915) loss_rec_all: 0.2094 (0.2175) loss_rec_sfr: 0.2743 (0.2786) loss_cl: -0.2792 (-0.2788) time: 0.7449 data: 0.0002 max mem: 29860 [15:37:59.144937] Epoch: [276] [1720/2904] eta: 0:14:57 lr: 0.001870 loss: 0.1837 (0.1916) loss_rec_all: 0.2096 (0.2175) loss_rec_sfr: 0.2633 (0.2786) loss_cl: -0.2788 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [15:38:14.054132] Epoch: [276] [1740/2904] eta: 0:14:41 lr: 0.001870 loss: 0.1831 (0.1916) loss_rec_all: 0.2089 (0.2175) loss_rec_sfr: 0.2741 (0.2787) loss_cl: -0.2784 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [15:38:28.966647] Epoch: [276] [1760/2904] eta: 0:14:26 lr: 0.001870 loss: 0.1878 (0.1917) loss_rec_all: 0.2138 (0.2176) loss_rec_sfr: 0.2605 (0.2790) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [15:38:43.880794] Epoch: [276] [1780/2904] eta: 0:14:11 lr: 0.001870 loss: 0.1838 (0.1917) loss_rec_all: 0.2098 (0.2177) loss_rec_sfr: 0.2678 (0.2792) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [15:38:58.786706] Epoch: [276] [1800/2904] eta: 0:13:55 lr: 0.001870 loss: 0.1807 (0.1917) loss_rec_all: 0.2066 (0.2176) loss_rec_sfr: 0.2334 (0.2790) loss_cl: -0.2783 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [15:39:13.692057] Epoch: [276] [1820/2904] eta: 0:13:40 lr: 0.001870 loss: 0.1799 (0.1917) loss_rec_all: 0.2058 (0.2176) loss_rec_sfr: 0.2685 (0.2789) loss_cl: -0.2779 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [15:39:28.596129] Epoch: [276] [1840/2904] eta: 0:13:25 lr: 0.001870 loss: 0.1816 (0.1917) loss_rec_all: 0.2080 (0.2176) loss_rec_sfr: 0.2667 (0.2789) loss_cl: -0.2786 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [15:39:43.506783] Epoch: [276] [1860/2904] eta: 0:13:10 lr: 0.001870 loss: 0.1818 (0.1918) loss_rec_all: 0.2079 (0.2177) loss_rec_sfr: 0.2718 (0.2793) loss_cl: -0.2795 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [15:39:58.420335] Epoch: [276] [1880/2904] eta: 0:12:54 lr: 0.001870 loss: 0.1927 (0.1919) loss_rec_all: 0.2189 (0.2179) loss_rec_sfr: 0.2729 (0.2799) loss_cl: -0.2793 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [15:40:13.332392] Epoch: [276] [1900/2904] eta: 0:12:39 lr: 0.001870 loss: 0.1803 (0.1919) loss_rec_all: 0.2064 (0.2179) loss_rec_sfr: 0.2609 (0.2799) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [15:40:28.242021] Epoch: [276] [1920/2904] eta: 0:12:24 lr: 0.001870 loss: 0.1810 (0.1920) loss_rec_all: 0.2076 (0.2179) loss_rec_sfr: 0.2651 (0.2801) loss_cl: -0.2781 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [15:40:43.147544] Epoch: [276] [1940/2904] eta: 0:12:09 lr: 0.001870 loss: 0.1799 (0.1920) loss_rec_all: 0.2059 (0.2179) loss_rec_sfr: 0.2571 (0.2800) loss_cl: -0.2782 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [15:40:58.056571] Epoch: [276] [1960/2904] eta: 0:11:53 lr: 0.001870 loss: 0.1822 (0.1919) loss_rec_all: 0.2081 (0.2179) loss_rec_sfr: 0.2659 (0.2800) loss_cl: -0.2791 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [15:41:12.970219] Epoch: [276] [1980/2904] eta: 0:11:38 lr: 0.001870 loss: 0.1852 (0.1920) loss_rec_all: 0.2109 (0.2179) loss_rec_sfr: 0.2692 (0.2803) loss_cl: -0.2796 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [15:41:27.878061] Epoch: [276] [2000/2904] eta: 0:11:23 lr: 0.001870 loss: 0.1868 (0.1920) loss_rec_all: 0.2128 (0.2179) loss_rec_sfr: 0.2739 (0.2803) loss_cl: -0.2784 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [15:41:42.790440] Epoch: [276] [2020/2904] eta: 0:11:08 lr: 0.001870 loss: 0.1865 (0.1921) loss_rec_all: 0.2126 (0.2181) loss_rec_sfr: 0.2566 (0.2807) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [15:41:57.693863] Epoch: [276] [2040/2904] eta: 0:10:52 lr: 0.001870 loss: 0.1847 (0.1922) loss_rec_all: 0.2107 (0.2181) loss_rec_sfr: 0.2647 (0.2808) loss_cl: -0.2795 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [15:42:12.600918] Epoch: [276] [2060/2904] eta: 0:10:37 lr: 0.001870 loss: 0.1844 (0.1922) loss_rec_all: 0.2104 (0.2181) loss_rec_sfr: 0.2628 (0.2808) loss_cl: -0.2791 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [15:42:27.513656] Epoch: [276] [2080/2904] eta: 0:10:22 lr: 0.001870 loss: 0.1846 (0.1923) loss_rec_all: 0.2108 (0.2182) loss_rec_sfr: 0.2668 (0.2810) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [15:42:42.423646] Epoch: [276] [2100/2904] eta: 0:10:07 lr: 0.001870 loss: 0.1825 (0.1923) loss_rec_all: 0.2085 (0.2183) loss_rec_sfr: 0.2704 (0.2812) loss_cl: -0.2783 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [15:42:57.330389] Epoch: [276] [2120/2904] eta: 0:09:52 lr: 0.001870 loss: 0.1803 (0.1924) loss_rec_all: 0.2067 (0.2183) loss_rec_sfr: 0.2687 (0.2815) loss_cl: -0.2788 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [15:43:12.234694] Epoch: [276] [2140/2904] eta: 0:09:36 lr: 0.001870 loss: 0.1827 (0.1924) loss_rec_all: 0.2087 (0.2183) loss_rec_sfr: 0.2765 (0.2814) loss_cl: -0.2789 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [15:43:27.145733] Epoch: [276] [2160/2904] eta: 0:09:21 lr: 0.001870 loss: 0.1785 (0.1924) loss_rec_all: 0.2048 (0.2183) loss_rec_sfr: 0.2359 (0.2813) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [15:43:42.056913] Epoch: [276] [2180/2904] eta: 0:09:06 lr: 0.001870 loss: 0.1777 (0.1923) loss_rec_all: 0.2042 (0.2182) loss_rec_sfr: 0.2461 (0.2811) loss_cl: -0.2791 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [15:43:56.969510] Epoch: [276] [2200/2904] eta: 0:08:51 lr: 0.001870 loss: 0.1840 (0.1923) loss_rec_all: 0.2099 (0.2182) loss_rec_sfr: 0.2614 (0.2810) loss_cl: -0.2782 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [15:44:11.880668] Epoch: [276] [2220/2904] eta: 0:08:36 lr: 0.001870 loss: 0.1805 (0.1922) loss_rec_all: 0.2068 (0.2181) loss_rec_sfr: 0.2305 (0.2806) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [15:44:26.787156] Epoch: [276] [2240/2904] eta: 0:08:21 lr: 0.001870 loss: 0.1819 (0.1921) loss_rec_all: 0.2081 (0.2181) loss_rec_sfr: 0.2544 (0.2805) loss_cl: -0.2785 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [15:44:41.695394] Epoch: [276] [2260/2904] eta: 0:08:06 lr: 0.001870 loss: 0.1808 (0.1922) loss_rec_all: 0.2070 (0.2181) loss_rec_sfr: 0.2588 (0.2806) loss_cl: -0.2784 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [15:44:56.605487] Epoch: [276] [2280/2904] eta: 0:07:50 lr: 0.001870 loss: 0.1811 (0.1921) loss_rec_all: 0.2076 (0.2180) loss_rec_sfr: 0.2223 (0.2802) loss_cl: -0.2797 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [15:45:11.515435] Epoch: [276] [2300/2904] eta: 0:07:35 lr: 0.001870 loss: 0.1815 (0.1921) loss_rec_all: 0.2078 (0.2180) loss_rec_sfr: 0.2680 (0.2802) loss_cl: -0.2785 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [15:45:26.421962] Epoch: [276] [2320/2904] eta: 0:07:20 lr: 0.001870 loss: 0.1878 (0.1922) loss_rec_all: 0.2142 (0.2181) loss_rec_sfr: 0.2753 (0.2805) loss_cl: -0.2788 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [15:45:41.334123] Epoch: [276] [2340/2904] eta: 0:07:05 lr: 0.001870 loss: 0.1847 (0.1921) loss_rec_all: 0.2106 (0.2180) loss_rec_sfr: 0.2615 (0.2802) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [15:45:56.242477] Epoch: [276] [2360/2904] eta: 0:06:50 lr: 0.001870 loss: 0.1822 (0.1921) loss_rec_all: 0.2081 (0.2180) loss_rec_sfr: 0.2739 (0.2802) loss_cl: -0.2788 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [15:46:11.150550] Epoch: [276] [2380/2904] eta: 0:06:35 lr: 0.001869 loss: 0.1826 (0.1921) loss_rec_all: 0.2089 (0.2180) loss_rec_sfr: 0.2705 (0.2803) loss_cl: -0.2791 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [15:46:26.065157] Epoch: [276] [2400/2904] eta: 0:06:20 lr: 0.001869 loss: 0.1787 (0.1921) loss_rec_all: 0.2047 (0.2180) loss_rec_sfr: 0.2639 (0.2802) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [15:46:40.973473] Epoch: [276] [2420/2904] eta: 0:06:04 lr: 0.001869 loss: 0.1824 (0.1921) loss_rec_all: 0.2087 (0.2180) loss_rec_sfr: 0.2669 (0.2802) loss_cl: -0.2788 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [15:46:55.888732] Epoch: [276] [2440/2904] eta: 0:05:49 lr: 0.001869 loss: 0.1839 (0.1921) loss_rec_all: 0.2098 (0.2180) loss_rec_sfr: 0.2685 (0.2801) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [15:47:10.797010] Epoch: [276] [2460/2904] eta: 0:05:34 lr: 0.001869 loss: 0.1790 (0.1920) loss_rec_all: 0.2052 (0.2180) loss_rec_sfr: 0.2572 (0.2801) loss_cl: -0.2791 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [15:47:25.703675] Epoch: [276] [2480/2904] eta: 0:05:19 lr: 0.001869 loss: 0.1887 (0.1921) loss_rec_all: 0.2149 (0.2180) loss_rec_sfr: 0.2658 (0.2802) loss_cl: -0.2791 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [15:47:40.606266] Epoch: [276] [2500/2904] eta: 0:05:04 lr: 0.001869 loss: 0.1879 (0.1922) loss_rec_all: 0.2139 (0.2181) loss_rec_sfr: 0.2635 (0.2805) loss_cl: -0.2788 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [15:47:55.511691] Epoch: [276] [2520/2904] eta: 0:04:49 lr: 0.001869 loss: 0.1790 (0.1922) loss_rec_all: 0.2053 (0.2181) loss_rec_sfr: 0.2646 (0.2805) loss_cl: -0.2789 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [15:48:10.414462] Epoch: [276] [2540/2904] eta: 0:04:34 lr: 0.001869 loss: 0.1785 (0.1921) loss_rec_all: 0.2051 (0.2180) loss_rec_sfr: 0.2287 (0.2803) loss_cl: -0.2790 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [15:48:25.322999] Epoch: [276] [2560/2904] eta: 0:04:19 lr: 0.001869 loss: 0.1809 (0.1921) loss_rec_all: 0.2070 (0.2180) loss_rec_sfr: 0.2730 (0.2804) loss_cl: -0.2787 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [15:48:40.227026] Epoch: [276] [2580/2904] eta: 0:04:04 lr: 0.001869 loss: 0.1866 (0.1921) loss_rec_all: 0.2129 (0.2181) loss_rec_sfr: 0.2686 (0.2805) loss_cl: -0.2791 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [15:48:55.141074] Epoch: [276] [2600/2904] eta: 0:03:49 lr: 0.001869 loss: 0.1821 (0.1921) loss_rec_all: 0.2085 (0.2180) loss_rec_sfr: 0.2680 (0.2804) loss_cl: -0.2799 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [15:49:10.052123] Epoch: [276] [2620/2904] eta: 0:03:33 lr: 0.001869 loss: 0.1787 (0.1921) loss_rec_all: 0.2052 (0.2181) loss_rec_sfr: 0.2648 (0.2805) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [15:49:24.958539] Epoch: [276] [2640/2904] eta: 0:03:18 lr: 0.001869 loss: 0.1801 (0.1921) loss_rec_all: 0.2059 (0.2180) loss_rec_sfr: 0.2709 (0.2804) loss_cl: -0.2789 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [15:49:39.862837] Epoch: [276] [2660/2904] eta: 0:03:03 lr: 0.001869 loss: 0.1840 (0.1921) loss_rec_all: 0.2098 (0.2180) loss_rec_sfr: 0.2691 (0.2806) loss_cl: -0.2786 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [15:49:54.772381] Epoch: [276] [2680/2904] eta: 0:02:48 lr: 0.001869 loss: 0.1794 (0.1921) loss_rec_all: 0.2055 (0.2180) loss_rec_sfr: 0.2576 (0.2804) loss_cl: -0.2794 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [15:50:09.684301] Epoch: [276] [2700/2904] eta: 0:02:33 lr: 0.001869 loss: 0.1836 (0.1921) loss_rec_all: 0.2101 (0.2180) loss_rec_sfr: 0.2621 (0.2804) loss_cl: -0.2794 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [15:50:24.587744] Epoch: [276] [2720/2904] eta: 0:02:18 lr: 0.001869 loss: 0.1838 (0.1921) loss_rec_all: 0.2102 (0.2181) loss_rec_sfr: 0.2764 (0.2807) loss_cl: -0.2786 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [15:50:39.497667] Epoch: [276] [2740/2904] eta: 0:02:03 lr: 0.001869 loss: 0.1840 (0.1922) loss_rec_all: 0.2100 (0.2181) loss_rec_sfr: 0.2643 (0.2808) loss_cl: -0.2777 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [15:50:54.407452] Epoch: [276] [2760/2904] eta: 0:01:48 lr: 0.001869 loss: 0.1827 (0.1922) loss_rec_all: 0.2089 (0.2181) loss_rec_sfr: 0.2504 (0.2807) loss_cl: -0.2785 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [15:51:09.312555] Epoch: [276] [2780/2904] eta: 0:01:33 lr: 0.001869 loss: 0.1829 (0.1921) loss_rec_all: 0.2091 (0.2181) loss_rec_sfr: 0.2627 (0.2807) loss_cl: -0.2782 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [15:51:24.222666] Epoch: [276] [2800/2904] eta: 0:01:18 lr: 0.001869 loss: 0.1841 (0.1921) loss_rec_all: 0.2101 (0.2180) loss_rec_sfr: 0.2567 (0.2806) loss_cl: -0.2796 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [15:51:39.129463] Epoch: [276] [2820/2904] eta: 0:01:03 lr: 0.001869 loss: 0.1808 (0.1921) loss_rec_all: 0.2067 (0.2180) loss_rec_sfr: 0.2640 (0.2805) loss_cl: -0.2793 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [15:51:54.070772] Epoch: [276] [2840/2904] eta: 0:00:48 lr: 0.001869 loss: 0.1823 (0.1921) loss_rec_all: 0.2089 (0.2180) loss_rec_sfr: 0.2678 (0.2805) loss_cl: -0.2786 (-0.2788) time: 0.7470 data: 0.0023 max mem: 29860 [15:52:08.965432] Epoch: [276] [2860/2904] eta: 0:00:33 lr: 0.001869 loss: 0.1830 (0.1921) loss_rec_all: 0.2091 (0.2180) loss_rec_sfr: 0.2698 (0.2806) loss_cl: -0.2786 (-0.2788) time: 0.7447 data: 0.0001 max mem: 29860 [15:52:23.854887] Epoch: [276] [2880/2904] eta: 0:00:18 lr: 0.001869 loss: 0.1785 (0.1921) loss_rec_all: 0.2045 (0.2180) loss_rec_sfr: 0.2691 (0.2806) loss_cl: -0.2795 (-0.2788) time: 0.7444 data: 0.0001 max mem: 29860 [15:52:38.744916] Epoch: [276] [2900/2904] eta: 0:00:03 lr: 0.001869 loss: 0.1816 (0.1921) loss_rec_all: 0.2074 (0.2180) loss_rec_sfr: 0.2724 (0.2806) loss_cl: -0.2782 (-0.2788) time: 0.7445 data: 0.0001 max mem: 29860 [15:52:40.986333] Epoch: [276] [2903/2904] eta: 0:00:00 lr: 0.001869 loss: 0.1829 (0.1921) loss_rec_all: 0.2088 (0.2180) loss_rec_sfr: 0.2704 (0.2806) loss_cl: -0.2782 (-0.2788) time: 0.7444 data: 0.0001 max mem: 29860 [15:52:42.996039] Epoch: [276] Total time: 0:36:27 (0.7534 s / it) [15:52:43.000469] Averaged stats: lr: 0.001869 loss: 0.1829 (0.1944) loss_rec_all: 0.2088 (0.2180) loss_rec_sfr: 0.2704 (0.2812) loss_cl: -0.2782 (-0.2556) [15:52:43.005189] log_dir: ./checkpoint/VF2_ViT-B [15:53:00.737927] Epoch: [277] [ 0/2904] eta: 14:18:13 lr: 0.001869 loss: 0.1770 (0.1770) loss_rec_all: 0.2033 (0.2033) loss_rec_sfr: 0.2185 (0.2185) loss_cl: -0.2783 (-0.2783) time: 17.7319 data: 9.1725 max mem: 29860 [15:53:17.660418] Epoch: [277] [ 20/2904] eta: 1:19:19 lr: 0.001869 loss: 0.1833 (0.1940) loss_rec_all: 0.2096 (0.2199) loss_rec_sfr: 0.2681 (0.2913) loss_cl: -0.2791 (-0.2790) time: 0.8461 data: 0.1032 max mem: 29860 [15:53:32.551779] Epoch: [277] [ 40/2904] eta: 0:57:40 lr: 0.001869 loss: 0.1789 (0.1920) loss_rec_all: 0.2052 (0.2179) loss_rec_sfr: 0.2618 (0.2836) loss_cl: -0.2783 (-0.2787) time: 0.7445 data: 0.0002 max mem: 29860 [15:53:47.428000] Epoch: [277] [ 60/2904] eta: 0:50:03 lr: 0.001869 loss: 0.1850 (0.1934) loss_rec_all: 0.2109 (0.2193) loss_rec_sfr: 0.2589 (0.2871) loss_cl: -0.2792 (-0.2789) time: 0.7438 data: 0.0002 max mem: 29860 [15:54:02.320425] Epoch: [277] [ 80/2904] eta: 0:46:05 lr: 0.001869 loss: 0.1807 (0.1933) loss_rec_all: 0.2070 (0.2192) loss_rec_sfr: 0.2550 (0.2852) loss_cl: -0.2786 (-0.2788) time: 0.7446 data: 0.0002 max mem: 29860 [15:54:17.227625] Epoch: [277] [ 100/2904] eta: 0:43:35 lr: 0.001869 loss: 0.1837 (0.1934) loss_rec_all: 0.2096 (0.2193) loss_rec_sfr: 0.2675 (0.2846) loss_cl: -0.2783 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [15:54:32.140837] Epoch: [277] [ 120/2904] eta: 0:41:50 lr: 0.001869 loss: 0.1846 (0.1928) loss_rec_all: 0.2106 (0.2187) loss_rec_sfr: 0.2602 (0.2819) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [15:54:47.048261] Epoch: [277] [ 140/2904] eta: 0:40:31 lr: 0.001869 loss: 0.1814 (0.1937) loss_rec_all: 0.2073 (0.2196) loss_rec_sfr: 0.2705 (0.2857) loss_cl: -0.2787 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [15:55:01.958259] Epoch: [277] [ 160/2904] eta: 0:39:28 lr: 0.001869 loss: 0.1820 (0.1945) loss_rec_all: 0.2080 (0.2203) loss_rec_sfr: 0.2747 (0.2891) loss_cl: -0.2792 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [15:55:16.869034] Epoch: [277] [ 180/2904] eta: 0:38:35 lr: 0.001868 loss: 0.1854 (0.1950) loss_rec_all: 0.2114 (0.2208) loss_rec_sfr: 0.2603 (0.2905) loss_cl: -0.2793 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [15:55:31.780109] Epoch: [277] [ 200/2904] eta: 0:37:50 lr: 0.001868 loss: 0.1797 (0.1939) loss_rec_all: 0.2056 (0.2198) loss_rec_sfr: 0.2284 (0.2861) loss_cl: -0.2787 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [15:55:46.690447] Epoch: [277] [ 220/2904] eta: 0:37:10 lr: 0.001868 loss: 0.1797 (0.1933) loss_rec_all: 0.2059 (0.2192) loss_rec_sfr: 0.2643 (0.2842) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [15:56:01.619883] Epoch: [277] [ 240/2904] eta: 0:36:35 lr: 0.001868 loss: 0.1789 (0.1929) loss_rec_all: 0.2048 (0.2188) loss_rec_sfr: 0.2278 (0.2826) loss_cl: -0.2786 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [15:56:16.523471] Epoch: [277] [ 260/2904] eta: 0:36:02 lr: 0.001868 loss: 0.1834 (0.1926) loss_rec_all: 0.2092 (0.2185) loss_rec_sfr: 0.2693 (0.2821) loss_cl: -0.2786 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [15:56:31.427001] Epoch: [277] [ 280/2904] eta: 0:35:32 lr: 0.001868 loss: 0.1839 (0.1924) loss_rec_all: 0.2101 (0.2183) loss_rec_sfr: 0.2702 (0.2816) loss_cl: -0.2790 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [15:56:46.336632] Epoch: [277] [ 300/2904] eta: 0:35:04 lr: 0.001868 loss: 0.1796 (0.1921) loss_rec_all: 0.2056 (0.2180) loss_rec_sfr: 0.2658 (0.2812) loss_cl: -0.2795 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [15:57:01.267242] Epoch: [277] [ 320/2904] eta: 0:34:38 lr: 0.001868 loss: 0.1810 (0.1924) loss_rec_all: 0.2071 (0.2183) loss_rec_sfr: 0.2589 (0.2821) loss_cl: -0.2783 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [15:57:16.179700] Epoch: [277] [ 340/2904] eta: 0:34:13 lr: 0.001868 loss: 0.1797 (0.1922) loss_rec_all: 0.2056 (0.2181) loss_rec_sfr: 0.2634 (0.2817) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [15:57:31.104979] Epoch: [277] [ 360/2904] eta: 0:33:50 lr: 0.001868 loss: 0.1837 (0.1919) loss_rec_all: 0.2097 (0.2178) loss_rec_sfr: 0.2650 (0.2809) loss_cl: -0.2792 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [15:57:46.008155] Epoch: [277] [ 380/2904] eta: 0:33:27 lr: 0.001868 loss: 0.1806 (0.1916) loss_rec_all: 0.2069 (0.2176) loss_rec_sfr: 0.2538 (0.2798) loss_cl: -0.2780 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [15:58:00.914519] Epoch: [277] [ 400/2904] eta: 0:33:05 lr: 0.001868 loss: 0.1832 (0.1918) loss_rec_all: 0.2094 (0.2178) loss_rec_sfr: 0.2478 (0.2804) loss_cl: -0.2786 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [15:58:15.824274] Epoch: [277] [ 420/2904] eta: 0:32:43 lr: 0.001868 loss: 0.1809 (0.1915) loss_rec_all: 0.2068 (0.2174) loss_rec_sfr: 0.2582 (0.2794) loss_cl: -0.2790 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [15:58:30.872280] Epoch: [277] [ 440/2904] eta: 0:32:23 lr: 0.001868 loss: 0.1839 (0.1917) loss_rec_all: 0.2099 (0.2176) loss_rec_sfr: 0.2621 (0.2799) loss_cl: -0.2793 (-0.2788) time: 0.7524 data: 0.0002 max mem: 29860 [15:58:45.781631] Epoch: [277] [ 460/2904] eta: 0:32:03 lr: 0.001868 loss: 0.1802 (0.1914) loss_rec_all: 0.2064 (0.2173) loss_rec_sfr: 0.2357 (0.2787) loss_cl: -0.2785 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [15:59:00.691075] Epoch: [277] [ 480/2904] eta: 0:31:43 lr: 0.001868 loss: 0.1809 (0.1913) loss_rec_all: 0.2071 (0.2172) loss_rec_sfr: 0.2688 (0.2788) loss_cl: -0.2781 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [15:59:15.596572] Epoch: [277] [ 500/2904] eta: 0:31:23 lr: 0.001868 loss: 0.1808 (0.1913) loss_rec_all: 0.2075 (0.2172) loss_rec_sfr: 0.2290 (0.2784) loss_cl: -0.2788 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [15:59:30.502635] Epoch: [277] [ 520/2904] eta: 0:31:04 lr: 0.001868 loss: 0.1842 (0.1916) loss_rec_all: 0.2103 (0.2175) loss_rec_sfr: 0.2720 (0.2797) loss_cl: -0.2797 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [15:59:45.410026] Epoch: [277] [ 540/2904] eta: 0:30:45 lr: 0.001868 loss: 0.1814 (0.1914) loss_rec_all: 0.2074 (0.2173) loss_rec_sfr: 0.2625 (0.2791) loss_cl: -0.2793 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [16:00:00.317407] Epoch: [277] [ 560/2904] eta: 0:30:27 lr: 0.001868 loss: 0.1848 (0.1917) loss_rec_all: 0.2107 (0.2176) loss_rec_sfr: 0.2740 (0.2802) loss_cl: -0.2787 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [16:00:15.228193] Epoch: [277] [ 580/2904] eta: 0:30:08 lr: 0.001868 loss: 0.1813 (0.1917) loss_rec_all: 0.2072 (0.2176) loss_rec_sfr: 0.2749 (0.2806) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [16:00:30.133343] Epoch: [277] [ 600/2904] eta: 0:29:50 lr: 0.001868 loss: 0.1773 (0.1914) loss_rec_all: 0.2031 (0.2173) loss_rec_sfr: 0.2633 (0.2797) loss_cl: -0.2785 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [16:00:45.034208] Epoch: [277] [ 620/2904] eta: 0:29:32 lr: 0.001868 loss: 0.1824 (0.1915) loss_rec_all: 0.2089 (0.2174) loss_rec_sfr: 0.2629 (0.2799) loss_cl: -0.2787 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [16:00:59.932149] Epoch: [277] [ 640/2904] eta: 0:29:15 lr: 0.001868 loss: 0.1784 (0.1916) loss_rec_all: 0.2052 (0.2175) loss_rec_sfr: 0.2614 (0.2804) loss_cl: -0.2797 (-0.2788) time: 0.7449 data: 0.0002 max mem: 29860 [16:01:14.838589] Epoch: [277] [ 660/2904] eta: 0:28:57 lr: 0.001868 loss: 0.1854 (0.1917) loss_rec_all: 0.2115 (0.2176) loss_rec_sfr: 0.2680 (0.2806) loss_cl: -0.2796 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [16:01:29.744347] Epoch: [277] [ 680/2904] eta: 0:28:40 lr: 0.001868 loss: 0.1829 (0.1918) loss_rec_all: 0.2093 (0.2178) loss_rec_sfr: 0.2678 (0.2809) loss_cl: -0.2799 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [16:01:44.645976] Epoch: [277] [ 700/2904] eta: 0:28:22 lr: 0.001868 loss: 0.1865 (0.1920) loss_rec_all: 0.2123 (0.2179) loss_rec_sfr: 0.2711 (0.2816) loss_cl: -0.2788 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [16:01:59.546895] Epoch: [277] [ 720/2904] eta: 0:28:05 lr: 0.001868 loss: 0.1834 (0.1919) loss_rec_all: 0.2095 (0.2179) loss_rec_sfr: 0.2596 (0.2811) loss_cl: -0.2786 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [16:02:14.448847] Epoch: [277] [ 740/2904] eta: 0:27:48 lr: 0.001868 loss: 0.1828 (0.1919) loss_rec_all: 0.2088 (0.2178) loss_rec_sfr: 0.2594 (0.2809) loss_cl: -0.2776 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [16:02:29.353676] Epoch: [277] [ 760/2904] eta: 0:27:31 lr: 0.001868 loss: 0.1826 (0.1918) loss_rec_all: 0.2085 (0.2177) loss_rec_sfr: 0.2603 (0.2807) loss_cl: -0.2791 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [16:02:44.259692] Epoch: [277] [ 780/2904] eta: 0:27:15 lr: 0.001868 loss: 0.1804 (0.1916) loss_rec_all: 0.2062 (0.2176) loss_rec_sfr: 0.2638 (0.2802) loss_cl: -0.2802 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [16:02:59.167401] Epoch: [277] [ 800/2904] eta: 0:26:58 lr: 0.001868 loss: 0.1822 (0.1915) loss_rec_all: 0.2086 (0.2175) loss_rec_sfr: 0.2559 (0.2799) loss_cl: -0.2795 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [16:03:14.077016] Epoch: [277] [ 820/2904] eta: 0:26:41 lr: 0.001868 loss: 0.1810 (0.1917) loss_rec_all: 0.2069 (0.2176) loss_rec_sfr: 0.2551 (0.2803) loss_cl: -0.2790 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [16:03:28.980392] Epoch: [277] [ 840/2904] eta: 0:26:25 lr: 0.001868 loss: 0.1849 (0.1917) loss_rec_all: 0.2108 (0.2176) loss_rec_sfr: 0.2655 (0.2805) loss_cl: -0.2777 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [16:03:43.881229] Epoch: [277] [ 860/2904] eta: 0:26:08 lr: 0.001868 loss: 0.1833 (0.1918) loss_rec_all: 0.2092 (0.2177) loss_rec_sfr: 0.2623 (0.2808) loss_cl: -0.2782 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [16:03:58.784602] Epoch: [277] [ 880/2904] eta: 0:25:52 lr: 0.001867 loss: 0.1832 (0.1919) loss_rec_all: 0.2090 (0.2178) loss_rec_sfr: 0.2746 (0.2813) loss_cl: -0.2793 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [16:04:13.688075] Epoch: [277] [ 900/2904] eta: 0:25:36 lr: 0.001867 loss: 0.1897 (0.1921) loss_rec_all: 0.2157 (0.2180) loss_rec_sfr: 0.2732 (0.2818) loss_cl: -0.2787 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [16:04:28.598755] Epoch: [277] [ 920/2904] eta: 0:25:19 lr: 0.001867 loss: 0.1801 (0.1919) loss_rec_all: 0.2066 (0.2178) loss_rec_sfr: 0.2623 (0.2815) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [16:04:43.504017] Epoch: [277] [ 940/2904] eta: 0:25:03 lr: 0.001867 loss: 0.1788 (0.1919) loss_rec_all: 0.2050 (0.2178) loss_rec_sfr: 0.2509 (0.2815) loss_cl: -0.2785 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [16:04:58.412274] Epoch: [277] [ 960/2904] eta: 0:24:47 lr: 0.001867 loss: 0.1812 (0.1919) loss_rec_all: 0.2072 (0.2178) loss_rec_sfr: 0.2652 (0.2813) loss_cl: -0.2785 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [16:05:13.322136] Epoch: [277] [ 980/2904] eta: 0:24:31 lr: 0.001867 loss: 0.1805 (0.1918) loss_rec_all: 0.2064 (0.2177) loss_rec_sfr: 0.2270 (0.2807) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [16:05:28.231940] Epoch: [277] [1000/2904] eta: 0:24:15 lr: 0.001867 loss: 0.1833 (0.1918) loss_rec_all: 0.2098 (0.2177) loss_rec_sfr: 0.2704 (0.2808) loss_cl: -0.2793 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [16:05:43.133987] Epoch: [277] [1020/2904] eta: 0:23:59 lr: 0.001867 loss: 0.1865 (0.1919) loss_rec_all: 0.2125 (0.2178) loss_rec_sfr: 0.2633 (0.2812) loss_cl: -0.2799 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [16:05:58.041108] Epoch: [277] [1040/2904] eta: 0:23:43 lr: 0.001867 loss: 0.1835 (0.1920) loss_rec_all: 0.2100 (0.2179) loss_rec_sfr: 0.2590 (0.2812) loss_cl: -0.2793 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [16:06:12.952411] Epoch: [277] [1060/2904] eta: 0:23:27 lr: 0.001867 loss: 0.1805 (0.1920) loss_rec_all: 0.2064 (0.2179) loss_rec_sfr: 0.2693 (0.2814) loss_cl: -0.2778 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [16:06:27.864433] Epoch: [277] [1080/2904] eta: 0:23:11 lr: 0.001867 loss: 0.1821 (0.1919) loss_rec_all: 0.2081 (0.2178) loss_rec_sfr: 0.2501 (0.2812) loss_cl: -0.2780 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [16:06:42.772013] Epoch: [277] [1100/2904] eta: 0:22:55 lr: 0.001867 loss: 0.1794 (0.1918) loss_rec_all: 0.2058 (0.2177) loss_rec_sfr: 0.2656 (0.2808) loss_cl: -0.2790 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [16:06:57.679735] Epoch: [277] [1120/2904] eta: 0:22:40 lr: 0.001867 loss: 0.1838 (0.1917) loss_rec_all: 0.2096 (0.2177) loss_rec_sfr: 0.2610 (0.2805) loss_cl: -0.2796 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [16:07:12.585363] Epoch: [277] [1140/2904] eta: 0:22:24 lr: 0.001867 loss: 0.1796 (0.1918) loss_rec_all: 0.2059 (0.2177) loss_rec_sfr: 0.2644 (0.2806) loss_cl: -0.2796 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [16:07:27.498621] Epoch: [277] [1160/2904] eta: 0:22:08 lr: 0.001867 loss: 0.1802 (0.1917) loss_rec_all: 0.2061 (0.2177) loss_rec_sfr: 0.2653 (0.2806) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [16:07:42.409728] Epoch: [277] [1180/2904] eta: 0:21:52 lr: 0.001867 loss: 0.1835 (0.1917) loss_rec_all: 0.2097 (0.2176) loss_rec_sfr: 0.2535 (0.2805) loss_cl: -0.2797 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [16:07:57.318109] Epoch: [277] [1200/2904] eta: 0:21:37 lr: 0.001867 loss: 0.1835 (0.1918) loss_rec_all: 0.2095 (0.2177) loss_rec_sfr: 0.2628 (0.2808) loss_cl: -0.2789 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [16:08:12.207894] Epoch: [277] [1220/2904] eta: 0:21:21 lr: 0.001867 loss: 0.1809 (0.1919) loss_rec_all: 0.2074 (0.2178) loss_rec_sfr: 0.2608 (0.2809) loss_cl: -0.2789 (-0.2788) time: 0.7445 data: 0.0002 max mem: 29860 [16:08:27.115221] Epoch: [277] [1240/2904] eta: 0:21:05 lr: 0.001867 loss: 0.1887 (0.1919) loss_rec_all: 0.2146 (0.2178) loss_rec_sfr: 0.2747 (0.2810) loss_cl: -0.2780 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [16:08:42.031652] Epoch: [277] [1260/2904] eta: 0:20:50 lr: 0.001867 loss: 0.1862 (0.1921) loss_rec_all: 0.2124 (0.2180) loss_rec_sfr: 0.2797 (0.2818) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [16:08:56.939301] Epoch: [277] [1280/2904] eta: 0:20:34 lr: 0.001867 loss: 0.1833 (0.1921) loss_rec_all: 0.2094 (0.2180) loss_rec_sfr: 0.2542 (0.2818) loss_cl: -0.2800 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [16:09:11.845792] Epoch: [277] [1300/2904] eta: 0:20:19 lr: 0.001867 loss: 0.1804 (0.1921) loss_rec_all: 0.2064 (0.2180) loss_rec_sfr: 0.2674 (0.2818) loss_cl: -0.2789 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [16:09:26.762148] Epoch: [277] [1320/2904] eta: 0:20:03 lr: 0.001867 loss: 0.1781 (0.1920) loss_rec_all: 0.2041 (0.2180) loss_rec_sfr: 0.2191 (0.2815) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [16:09:41.669783] Epoch: [277] [1340/2904] eta: 0:19:47 lr: 0.001867 loss: 0.1795 (0.1919) loss_rec_all: 0.2057 (0.2178) loss_rec_sfr: 0.2673 (0.2813) loss_cl: -0.2792 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [16:09:56.578871] Epoch: [277] [1360/2904] eta: 0:19:32 lr: 0.001867 loss: 0.1860 (0.1920) loss_rec_all: 0.2122 (0.2179) loss_rec_sfr: 0.2650 (0.2816) loss_cl: -0.2792 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [16:10:11.484984] Epoch: [277] [1380/2904] eta: 0:19:16 lr: 0.001867 loss: 0.1846 (0.1920) loss_rec_all: 0.2106 (0.2179) loss_rec_sfr: 0.2570 (0.2815) loss_cl: -0.2788 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [16:10:26.394080] Epoch: [277] [1400/2904] eta: 0:19:01 lr: 0.001867 loss: 0.1785 (0.1920) loss_rec_all: 0.2047 (0.2180) loss_rec_sfr: 0.2706 (0.2818) loss_cl: -0.2795 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [16:10:41.297764] Epoch: [277] [1420/2904] eta: 0:18:46 lr: 0.001867 loss: 0.1783 (0.1920) loss_rec_all: 0.2044 (0.2179) loss_rec_sfr: 0.2416 (0.2816) loss_cl: -0.2792 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [16:10:56.210738] Epoch: [277] [1440/2904] eta: 0:18:30 lr: 0.001867 loss: 0.1787 (0.1919) loss_rec_all: 0.2050 (0.2178) loss_rec_sfr: 0.2609 (0.2813) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [16:11:11.118113] Epoch: [277] [1460/2904] eta: 0:18:15 lr: 0.001867 loss: 0.1829 (0.1920) loss_rec_all: 0.2093 (0.2179) loss_rec_sfr: 0.2662 (0.2816) loss_cl: -0.2790 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [16:11:26.030293] Epoch: [277] [1480/2904] eta: 0:17:59 lr: 0.001867 loss: 0.1847 (0.1920) loss_rec_all: 0.2109 (0.2179) loss_rec_sfr: 0.2605 (0.2816) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [16:11:40.935069] Epoch: [277] [1500/2904] eta: 0:17:44 lr: 0.001867 loss: 0.1821 (0.1920) loss_rec_all: 0.2085 (0.2179) loss_rec_sfr: 0.2642 (0.2815) loss_cl: -0.2803 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [16:11:55.844608] Epoch: [277] [1520/2904] eta: 0:17:28 lr: 0.001867 loss: 0.1820 (0.1920) loss_rec_all: 0.2083 (0.2179) loss_rec_sfr: 0.2545 (0.2814) loss_cl: -0.2793 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [16:12:10.753850] Epoch: [277] [1540/2904] eta: 0:17:13 lr: 0.001867 loss: 0.1822 (0.1919) loss_rec_all: 0.2083 (0.2178) loss_rec_sfr: 0.2582 (0.2812) loss_cl: -0.2793 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [16:12:25.655831] Epoch: [277] [1560/2904] eta: 0:16:58 lr: 0.001867 loss: 0.1818 (0.1919) loss_rec_all: 0.2078 (0.2178) loss_rec_sfr: 0.2680 (0.2811) loss_cl: -0.2783 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [16:12:40.567506] Epoch: [277] [1580/2904] eta: 0:16:42 lr: 0.001867 loss: 0.1817 (0.1919) loss_rec_all: 0.2076 (0.2178) loss_rec_sfr: 0.2653 (0.2812) loss_cl: -0.2788 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [16:12:55.469983] Epoch: [277] [1600/2904] eta: 0:16:27 lr: 0.001866 loss: 0.1829 (0.1919) loss_rec_all: 0.2088 (0.2178) loss_rec_sfr: 0.2673 (0.2812) loss_cl: -0.2795 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [16:13:10.374481] Epoch: [277] [1620/2904] eta: 0:16:12 lr: 0.001866 loss: 0.1799 (0.1919) loss_rec_all: 0.2060 (0.2179) loss_rec_sfr: 0.2564 (0.2813) loss_cl: -0.2794 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [16:13:25.277828] Epoch: [277] [1640/2904] eta: 0:15:56 lr: 0.001866 loss: 0.1799 (0.1919) loss_rec_all: 0.2062 (0.2178) loss_rec_sfr: 0.2632 (0.2813) loss_cl: -0.2787 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [16:13:40.184434] Epoch: [277] [1660/2904] eta: 0:15:41 lr: 0.001866 loss: 0.1816 (0.1920) loss_rec_all: 0.2074 (0.2179) loss_rec_sfr: 0.2658 (0.2816) loss_cl: -0.2784 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [16:13:55.092067] Epoch: [277] [1680/2904] eta: 0:15:26 lr: 0.001866 loss: 0.1840 (0.1920) loss_rec_all: 0.2100 (0.2180) loss_rec_sfr: 0.2641 (0.2818) loss_cl: -0.2791 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [16:14:10.003392] Epoch: [277] [1700/2904] eta: 0:15:10 lr: 0.001866 loss: 0.1856 (0.1921) loss_rec_all: 0.2117 (0.2180) loss_rec_sfr: 0.2761 (0.2819) loss_cl: -0.2793 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [16:14:24.910413] Epoch: [277] [1720/2904] eta: 0:14:55 lr: 0.001866 loss: 0.1844 (0.1921) loss_rec_all: 0.2103 (0.2181) loss_rec_sfr: 0.2641 (0.2821) loss_cl: -0.2792 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [16:14:39.824628] Epoch: [277] [1740/2904] eta: 0:14:40 lr: 0.001866 loss: 0.1800 (0.1921) loss_rec_all: 0.2064 (0.2180) loss_rec_sfr: 0.2620 (0.2821) loss_cl: -0.2798 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [16:14:54.731623] Epoch: [277] [1760/2904] eta: 0:14:25 lr: 0.001866 loss: 0.1819 (0.1921) loss_rec_all: 0.2082 (0.2180) loss_rec_sfr: 0.2626 (0.2819) loss_cl: -0.2794 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [16:15:09.644444] Epoch: [277] [1780/2904] eta: 0:14:09 lr: 0.001866 loss: 0.1793 (0.1920) loss_rec_all: 0.2057 (0.2179) loss_rec_sfr: 0.2595 (0.2816) loss_cl: -0.2789 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [16:15:24.553668] Epoch: [277] [1800/2904] eta: 0:13:54 lr: 0.001866 loss: 0.1813 (0.1919) loss_rec_all: 0.2075 (0.2178) loss_rec_sfr: 0.2515 (0.2813) loss_cl: -0.2787 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [16:15:39.463503] Epoch: [277] [1820/2904] eta: 0:13:39 lr: 0.001866 loss: 0.1863 (0.1919) loss_rec_all: 0.2120 (0.2178) loss_rec_sfr: 0.2626 (0.2813) loss_cl: -0.2783 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [16:15:54.377303] Epoch: [277] [1840/2904] eta: 0:13:24 lr: 0.001866 loss: 0.1862 (0.1919) loss_rec_all: 0.2125 (0.2178) loss_rec_sfr: 0.2616 (0.2810) loss_cl: -0.2787 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [16:16:09.287022] Epoch: [277] [1860/2904] eta: 0:13:08 lr: 0.001866 loss: 0.1822 (0.1919) loss_rec_all: 0.2084 (0.2178) loss_rec_sfr: 0.2661 (0.2812) loss_cl: -0.2793 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [16:16:24.203369] Epoch: [277] [1880/2904] eta: 0:12:53 lr: 0.001866 loss: 0.1854 (0.1919) loss_rec_all: 0.2112 (0.2179) loss_rec_sfr: 0.2643 (0.2812) loss_cl: -0.2791 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [16:16:39.120507] Epoch: [277] [1900/2904] eta: 0:12:38 lr: 0.001866 loss: 0.1834 (0.1920) loss_rec_all: 0.2096 (0.2179) loss_rec_sfr: 0.2712 (0.2815) loss_cl: -0.2789 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [16:16:54.042864] Epoch: [277] [1920/2904] eta: 0:12:23 lr: 0.001866 loss: 0.1863 (0.1922) loss_rec_all: 0.2126 (0.2181) loss_rec_sfr: 0.2721 (0.2820) loss_cl: -0.2792 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [16:17:08.974842] Epoch: [277] [1940/2904] eta: 0:12:08 lr: 0.001866 loss: 0.1814 (0.1922) loss_rec_all: 0.2074 (0.2181) loss_rec_sfr: 0.2607 (0.2819) loss_cl: -0.2787 (-0.2789) time: 0.7466 data: 0.0002 max mem: 29860 [16:17:23.895676] Epoch: [277] [1960/2904] eta: 0:11:52 lr: 0.001866 loss: 0.1824 (0.1922) loss_rec_all: 0.2086 (0.2181) loss_rec_sfr: 0.2605 (0.2819) loss_cl: -0.2783 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [16:17:38.846023] Epoch: [277] [1980/2904] eta: 0:11:37 lr: 0.001866 loss: 0.1807 (0.1921) loss_rec_all: 0.2069 (0.2180) loss_rec_sfr: 0.2660 (0.2818) loss_cl: -0.2790 (-0.2789) time: 0.7475 data: 0.0002 max mem: 29860 [16:17:53.770634] Epoch: [277] [2000/2904] eta: 0:11:22 lr: 0.001866 loss: 0.1846 (0.1921) loss_rec_all: 0.2109 (0.2180) loss_rec_sfr: 0.2626 (0.2818) loss_cl: -0.2784 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [16:18:08.699419] Epoch: [277] [2020/2904] eta: 0:11:07 lr: 0.001866 loss: 0.1850 (0.1921) loss_rec_all: 0.2110 (0.2181) loss_rec_sfr: 0.2740 (0.2820) loss_cl: -0.2787 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [16:18:23.624313] Epoch: [277] [2040/2904] eta: 0:10:52 lr: 0.001866 loss: 0.1814 (0.1922) loss_rec_all: 0.2078 (0.2181) loss_rec_sfr: 0.2235 (0.2818) loss_cl: -0.2790 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [16:18:38.556640] Epoch: [277] [2060/2904] eta: 0:10:36 lr: 0.001866 loss: 0.1807 (0.1922) loss_rec_all: 0.2071 (0.2181) loss_rec_sfr: 0.2715 (0.2819) loss_cl: -0.2794 (-0.2789) time: 0.7466 data: 0.0002 max mem: 29860 [16:18:53.487223] Epoch: [277] [2080/2904] eta: 0:10:21 lr: 0.001866 loss: 0.1823 (0.1922) loss_rec_all: 0.2084 (0.2181) loss_rec_sfr: 0.2605 (0.2819) loss_cl: -0.2791 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [16:19:08.398126] Epoch: [277] [2100/2904] eta: 0:10:06 lr: 0.001866 loss: 0.1857 (0.1922) loss_rec_all: 0.2118 (0.2181) loss_rec_sfr: 0.2762 (0.2822) loss_cl: -0.2789 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [16:19:23.321325] Epoch: [277] [2120/2904] eta: 0:09:51 lr: 0.001866 loss: 0.1836 (0.1922) loss_rec_all: 0.2101 (0.2182) loss_rec_sfr: 0.2726 (0.2822) loss_cl: -0.2785 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [16:19:38.232217] Epoch: [277] [2140/2904] eta: 0:09:36 lr: 0.001866 loss: 0.1798 (0.1923) loss_rec_all: 0.2063 (0.2182) loss_rec_sfr: 0.2653 (0.2823) loss_cl: -0.2789 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [16:19:53.154594] Epoch: [277] [2160/2904] eta: 0:09:21 lr: 0.001866 loss: 0.1808 (0.1922) loss_rec_all: 0.2068 (0.2181) loss_rec_sfr: 0.2654 (0.2822) loss_cl: -0.2786 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [16:20:08.079420] Epoch: [277] [2180/2904] eta: 0:09:06 lr: 0.001866 loss: 0.1876 (0.1922) loss_rec_all: 0.2142 (0.2182) loss_rec_sfr: 0.2655 (0.2822) loss_cl: -0.2787 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [16:20:22.994748] Epoch: [277] [2200/2904] eta: 0:08:50 lr: 0.001866 loss: 0.1800 (0.1923) loss_rec_all: 0.2063 (0.2182) loss_rec_sfr: 0.2665 (0.2823) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [16:20:37.912903] Epoch: [277] [2220/2904] eta: 0:08:35 lr: 0.001866 loss: 0.1840 (0.1923) loss_rec_all: 0.2102 (0.2182) loss_rec_sfr: 0.2749 (0.2824) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [16:20:52.826066] Epoch: [277] [2240/2904] eta: 0:08:20 lr: 0.001866 loss: 0.1869 (0.1924) loss_rec_all: 0.2129 (0.2183) loss_rec_sfr: 0.2638 (0.2827) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [16:21:07.733744] Epoch: [277] [2260/2904] eta: 0:08:05 lr: 0.001866 loss: 0.1832 (0.1925) loss_rec_all: 0.2089 (0.2184) loss_rec_sfr: 0.2764 (0.2831) loss_cl: -0.2782 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [16:21:22.635647] Epoch: [277] [2280/2904] eta: 0:07:50 lr: 0.001866 loss: 0.1850 (0.1925) loss_rec_all: 0.2112 (0.2184) loss_rec_sfr: 0.2732 (0.2833) loss_cl: -0.2792 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [16:21:37.537289] Epoch: [277] [2300/2904] eta: 0:07:35 lr: 0.001865 loss: 0.1806 (0.1925) loss_rec_all: 0.2072 (0.2184) loss_rec_sfr: 0.2318 (0.2831) loss_cl: -0.2793 (-0.2789) time: 0.7450 data: 0.0002 max mem: 29860 [16:21:52.446684] Epoch: [277] [2320/2904] eta: 0:07:20 lr: 0.001865 loss: 0.1910 (0.1926) loss_rec_all: 0.2170 (0.2185) loss_rec_sfr: 0.2642 (0.2833) loss_cl: -0.2785 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [16:22:07.353931] Epoch: [277] [2340/2904] eta: 0:07:05 lr: 0.001865 loss: 0.1797 (0.1925) loss_rec_all: 0.2056 (0.2184) loss_rec_sfr: 0.2687 (0.2832) loss_cl: -0.2786 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [16:22:22.265305] Epoch: [277] [2360/2904] eta: 0:06:49 lr: 0.001865 loss: 0.1906 (0.1927) loss_rec_all: 0.2164 (0.2186) loss_rec_sfr: 0.2805 (0.2836) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [16:22:37.177680] Epoch: [277] [2380/2904] eta: 0:06:34 lr: 0.001865 loss: 0.1825 (0.1926) loss_rec_all: 0.2086 (0.2185) loss_rec_sfr: 0.2640 (0.2836) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [16:22:52.084290] Epoch: [277] [2400/2904] eta: 0:06:19 lr: 0.001865 loss: 0.1810 (0.1926) loss_rec_all: 0.2069 (0.2185) loss_rec_sfr: 0.2607 (0.2833) loss_cl: -0.2788 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [16:23:06.992178] Epoch: [277] [2420/2904] eta: 0:06:04 lr: 0.001865 loss: 0.1868 (0.1927) loss_rec_all: 0.2129 (0.2186) loss_rec_sfr: 0.2728 (0.2837) loss_cl: -0.2790 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [16:23:21.900621] Epoch: [277] [2440/2904] eta: 0:05:49 lr: 0.001865 loss: 0.1768 (0.1926) loss_rec_all: 0.2031 (0.2185) loss_rec_sfr: 0.2629 (0.2835) loss_cl: -0.2781 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [16:23:36.808030] Epoch: [277] [2460/2904] eta: 0:05:34 lr: 0.001865 loss: 0.1796 (0.1926) loss_rec_all: 0.2058 (0.2185) loss_rec_sfr: 0.2402 (0.2833) loss_cl: -0.2795 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [16:23:51.713990] Epoch: [277] [2480/2904] eta: 0:05:19 lr: 0.001865 loss: 0.1831 (0.1926) loss_rec_all: 0.2095 (0.2185) loss_rec_sfr: 0.2601 (0.2834) loss_cl: -0.2796 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [16:24:06.622513] Epoch: [277] [2500/2904] eta: 0:05:04 lr: 0.001865 loss: 0.1792 (0.1926) loss_rec_all: 0.2052 (0.2185) loss_rec_sfr: 0.2667 (0.2833) loss_cl: -0.2790 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [16:24:21.537560] Epoch: [277] [2520/2904] eta: 0:04:49 lr: 0.001865 loss: 0.1838 (0.1926) loss_rec_all: 0.2097 (0.2185) loss_rec_sfr: 0.2600 (0.2834) loss_cl: -0.2790 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [16:24:36.461018] Epoch: [277] [2540/2904] eta: 0:04:34 lr: 0.001865 loss: 0.1831 (0.1927) loss_rec_all: 0.2094 (0.2186) loss_rec_sfr: 0.2609 (0.2835) loss_cl: -0.2782 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [16:24:51.364727] Epoch: [277] [2560/2904] eta: 0:04:19 lr: 0.001865 loss: 0.1857 (0.1926) loss_rec_all: 0.2116 (0.2185) loss_rec_sfr: 0.2657 (0.2835) loss_cl: -0.2784 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [16:25:06.278002] Epoch: [277] [2580/2904] eta: 0:04:03 lr: 0.001865 loss: 0.1869 (0.1927) loss_rec_all: 0.2132 (0.2186) loss_rec_sfr: 0.2592 (0.2836) loss_cl: -0.2798 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [16:25:21.196347] Epoch: [277] [2600/2904] eta: 0:03:48 lr: 0.001865 loss: 0.1823 (0.1927) loss_rec_all: 0.2084 (0.2186) loss_rec_sfr: 0.2707 (0.2836) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [16:25:36.118754] Epoch: [277] [2620/2904] eta: 0:03:33 lr: 0.001865 loss: 0.1787 (0.1926) loss_rec_all: 0.2049 (0.2185) loss_rec_sfr: 0.2611 (0.2834) loss_cl: -0.2778 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [16:25:51.034602] Epoch: [277] [2640/2904] eta: 0:03:18 lr: 0.001865 loss: 0.1861 (0.1927) loss_rec_all: 0.2120 (0.2186) loss_rec_sfr: 0.2792 (0.2837) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [16:26:05.947006] Epoch: [277] [2660/2904] eta: 0:03:03 lr: 0.001865 loss: 0.1795 (0.1927) loss_rec_all: 0.2056 (0.2186) loss_rec_sfr: 0.2645 (0.2836) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [16:26:20.866416] Epoch: [277] [2680/2904] eta: 0:02:48 lr: 0.001865 loss: 0.1864 (0.1926) loss_rec_all: 0.2126 (0.2185) loss_rec_sfr: 0.2611 (0.2835) loss_cl: -0.2796 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [16:26:35.781070] Epoch: [277] [2700/2904] eta: 0:02:33 lr: 0.001865 loss: 0.1883 (0.1927) loss_rec_all: 0.2146 (0.2186) loss_rec_sfr: 0.2637 (0.2835) loss_cl: -0.2794 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [16:26:50.708902] Epoch: [277] [2720/2904] eta: 0:02:18 lr: 0.001865 loss: 0.1859 (0.1927) loss_rec_all: 0.2119 (0.2186) loss_rec_sfr: 0.2676 (0.2835) loss_cl: -0.2785 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [16:27:05.628770] Epoch: [277] [2740/2904] eta: 0:02:03 lr: 0.001865 loss: 0.1837 (0.1926) loss_rec_all: 0.2097 (0.2185) loss_rec_sfr: 0.2372 (0.2833) loss_cl: -0.2779 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [16:27:20.565768] Epoch: [277] [2760/2904] eta: 0:01:48 lr: 0.001865 loss: 0.1851 (0.1927) loss_rec_all: 0.2115 (0.2186) loss_rec_sfr: 0.2668 (0.2834) loss_cl: -0.2783 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [16:27:35.489949] Epoch: [277] [2780/2904] eta: 0:01:33 lr: 0.001865 loss: 0.1802 (0.1926) loss_rec_all: 0.2062 (0.2185) loss_rec_sfr: 0.2351 (0.2832) loss_cl: -0.2790 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [16:27:50.417196] Epoch: [277] [2800/2904] eta: 0:01:18 lr: 0.001865 loss: 0.1845 (0.1927) loss_rec_all: 0.2104 (0.2186) loss_rec_sfr: 0.2665 (0.2834) loss_cl: -0.2790 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [16:28:05.351204] Epoch: [277] [2820/2904] eta: 0:01:03 lr: 0.001865 loss: 0.1795 (0.1927) loss_rec_all: 0.2055 (0.2186) loss_rec_sfr: 0.2655 (0.2835) loss_cl: -0.2789 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [16:28:20.318781] Epoch: [277] [2840/2904] eta: 0:00:48 lr: 0.001865 loss: 0.1841 (0.1927) loss_rec_all: 0.2100 (0.2186) loss_rec_sfr: 0.2593 (0.2835) loss_cl: -0.2787 (-0.2788) time: 0.7483 data: 0.0024 max mem: 29860 [16:28:35.224269] Epoch: [277] [2860/2904] eta: 0:00:33 lr: 0.001865 loss: 0.1838 (0.1928) loss_rec_all: 0.2097 (0.2187) loss_rec_sfr: 0.2835 (0.2837) loss_cl: -0.2784 (-0.2788) time: 0.7452 data: 0.0001 max mem: 29860 [16:28:50.125702] Epoch: [277] [2880/2904] eta: 0:00:18 lr: 0.001865 loss: 0.1808 (0.1928) loss_rec_all: 0.2067 (0.2187) loss_rec_sfr: 0.2667 (0.2838) loss_cl: -0.2780 (-0.2788) time: 0.7450 data: 0.0001 max mem: 29860 [16:29:05.027173] Epoch: [277] [2900/2904] eta: 0:00:03 lr: 0.001865 loss: 0.1831 (0.1928) loss_rec_all: 0.2094 (0.2186) loss_rec_sfr: 0.2547 (0.2837) loss_cl: -0.2789 (-0.2788) time: 0.7450 data: 0.0001 max mem: 29860 [16:29:07.268230] Epoch: [277] [2903/2904] eta: 0:00:00 lr: 0.001865 loss: 0.1808 (0.1927) loss_rec_all: 0.2066 (0.2186) loss_rec_sfr: 0.2611 (0.2837) loss_cl: -0.2793 (-0.2788) time: 0.7450 data: 0.0001 max mem: 29860 [16:29:09.366818] Epoch: [277] Total time: 0:36:26 (0.7529 s / it) [16:29:09.371117] Averaged stats: lr: 0.001865 loss: 0.1808 (0.1949) loss_rec_all: 0.2066 (0.2185) loss_rec_sfr: 0.2611 (0.2829) loss_cl: -0.2793 (-0.2556) [16:29:09.376072] log_dir: ./checkpoint/VF2_ViT-B [16:29:26.251975] Epoch: [278] [ 0/2904] eta: 13:36:43 lr: 0.001865 loss: 0.1788 (0.1788) loss_rec_all: 0.2048 (0.2048) loss_rec_sfr: 0.2916 (0.2916) loss_cl: -0.2802 (-0.2802) time: 16.8745 data: 11.4787 max mem: 29860 [16:29:42.426956] Epoch: [278] [ 20/2904] eta: 1:15:38 lr: 0.001865 loss: 0.1827 (0.1933) loss_rec_all: 0.2090 (0.2192) loss_rec_sfr: 0.2594 (0.2901) loss_cl: -0.2793 (-0.2792) time: 0.8087 data: 0.0650 max mem: 29860 [16:29:57.308123] Epoch: [278] [ 40/2904] eta: 0:55:48 lr: 0.001865 loss: 0.1878 (0.1984) loss_rec_all: 0.2139 (0.2242) loss_rec_sfr: 0.2639 (0.2998) loss_cl: -0.2788 (-0.2790) time: 0.7440 data: 0.0002 max mem: 29860 [16:30:12.199072] Epoch: [278] [ 60/2904] eta: 0:48:48 lr: 0.001865 loss: 0.1836 (0.1954) loss_rec_all: 0.2100 (0.2213) loss_rec_sfr: 0.2312 (0.2859) loss_cl: -0.2787 (-0.2788) time: 0.7445 data: 0.0002 max mem: 29860 [16:30:27.106401] Epoch: [278] [ 80/2904] eta: 0:45:09 lr: 0.001865 loss: 0.1794 (0.1935) loss_rec_all: 0.2054 (0.2194) loss_rec_sfr: 0.2664 (0.2836) loss_cl: -0.2791 (-0.2789) time: 0.7453 data: 0.0003 max mem: 29860 [16:30:42.020248] Epoch: [278] [ 100/2904] eta: 0:42:51 lr: 0.001864 loss: 0.1802 (0.1929) loss_rec_all: 0.2068 (0.2188) loss_rec_sfr: 0.2667 (0.2845) loss_cl: -0.2798 (-0.2790) time: 0.7456 data: 0.0003 max mem: 29860 [16:30:56.950321] Epoch: [278] [ 120/2904] eta: 0:41:14 lr: 0.001864 loss: 0.1787 (0.1917) loss_rec_all: 0.2050 (0.2177) loss_rec_sfr: 0.2552 (0.2803) loss_cl: -0.2791 (-0.2790) time: 0.7465 data: 0.0003 max mem: 29860 [16:31:11.883947] Epoch: [278] [ 140/2904] eta: 0:40:01 lr: 0.001864 loss: 0.1797 (0.1916) loss_rec_all: 0.2060 (0.2175) loss_rec_sfr: 0.2633 (0.2798) loss_cl: -0.2792 (-0.2790) time: 0.7466 data: 0.0004 max mem: 29860 [16:31:26.810633] Epoch: [278] [ 160/2904] eta: 0:39:02 lr: 0.001864 loss: 0.1851 (0.1915) loss_rec_all: 0.2112 (0.2175) loss_rec_sfr: 0.2581 (0.2801) loss_cl: -0.2789 (-0.2790) time: 0.7463 data: 0.0005 max mem: 29860 [16:31:41.737286] Epoch: [278] [ 180/2904] eta: 0:38:12 lr: 0.001864 loss: 0.1813 (0.1914) loss_rec_all: 0.2073 (0.2174) loss_rec_sfr: 0.2672 (0.2804) loss_cl: -0.2793 (-0.2790) time: 0.7463 data: 0.0004 max mem: 29860 [16:31:56.677455] Epoch: [278] [ 200/2904] eta: 0:37:30 lr: 0.001864 loss: 0.1860 (0.1913) loss_rec_all: 0.2120 (0.2173) loss_rec_sfr: 0.2670 (0.2797) loss_cl: -0.2780 (-0.2789) time: 0.7470 data: 0.0005 max mem: 29860 [16:32:11.631751] Epoch: [278] [ 220/2904] eta: 0:36:53 lr: 0.001864 loss: 0.1794 (0.1912) loss_rec_all: 0.2058 (0.2171) loss_rec_sfr: 0.2597 (0.2799) loss_cl: -0.2787 (-0.2789) time: 0.7477 data: 0.0005 max mem: 29860 [16:32:26.608306] Epoch: [278] [ 240/2904] eta: 0:36:20 lr: 0.001864 loss: 0.1868 (0.1918) loss_rec_all: 0.2127 (0.2178) loss_rec_sfr: 0.2687 (0.2823) loss_cl: -0.2788 (-0.2789) time: 0.7488 data: 0.0004 max mem: 29860 [16:32:41.533425] Epoch: [278] [ 260/2904] eta: 0:35:49 lr: 0.001864 loss: 0.1819 (0.1918) loss_rec_all: 0.2078 (0.2177) loss_rec_sfr: 0.2579 (0.2825) loss_cl: -0.2796 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [16:32:56.448069] Epoch: [278] [ 280/2904] eta: 0:35:20 lr: 0.001864 loss: 0.1829 (0.1922) loss_rec_all: 0.2088 (0.2181) loss_rec_sfr: 0.2649 (0.2838) loss_cl: -0.2787 (-0.2789) time: 0.7457 data: 0.0003 max mem: 29860 [16:33:11.369383] Epoch: [278] [ 300/2904] eta: 0:34:53 lr: 0.001864 loss: 0.1871 (0.1927) loss_rec_all: 0.2132 (0.2186) loss_rec_sfr: 0.2624 (0.2853) loss_cl: -0.2786 (-0.2789) time: 0.7460 data: 0.0003 max mem: 29860 [16:33:26.308285] Epoch: [278] [ 320/2904] eta: 0:34:28 lr: 0.001864 loss: 0.1864 (0.1931) loss_rec_all: 0.2125 (0.2190) loss_rec_sfr: 0.2670 (0.2863) loss_cl: -0.2794 (-0.2789) time: 0.7469 data: 0.0003 max mem: 29860 [16:33:41.232292] Epoch: [278] [ 340/2904] eta: 0:34:03 lr: 0.001864 loss: 0.1826 (0.1929) loss_rec_all: 0.2090 (0.2188) loss_rec_sfr: 0.2646 (0.2854) loss_cl: -0.2790 (-0.2789) time: 0.7461 data: 0.0003 max mem: 29860 [16:33:56.316923] Epoch: [278] [ 360/2904] eta: 0:33:41 lr: 0.001864 loss: 0.1792 (0.1926) loss_rec_all: 0.2051 (0.2185) loss_rec_sfr: 0.2576 (0.2844) loss_cl: -0.2782 (-0.2789) time: 0.7542 data: 0.0003 max mem: 29860 [16:34:11.237573] Epoch: [278] [ 380/2904] eta: 0:33:19 lr: 0.001864 loss: 0.1864 (0.1929) loss_rec_all: 0.2124 (0.2188) loss_rec_sfr: 0.2671 (0.2857) loss_cl: -0.2792 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [16:34:26.155575] Epoch: [278] [ 400/2904] eta: 0:32:57 lr: 0.001864 loss: 0.1848 (0.1931) loss_rec_all: 0.2111 (0.2190) loss_rec_sfr: 0.2563 (0.2857) loss_cl: -0.2790 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [16:34:41.075990] Epoch: [278] [ 420/2904] eta: 0:32:36 lr: 0.001864 loss: 0.1859 (0.1934) loss_rec_all: 0.2120 (0.2193) loss_rec_sfr: 0.2746 (0.2869) loss_cl: -0.2793 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [16:34:55.993456] Epoch: [278] [ 440/2904] eta: 0:32:16 lr: 0.001864 loss: 0.1827 (0.1933) loss_rec_all: 0.2089 (0.2192) loss_rec_sfr: 0.2275 (0.2859) loss_cl: -0.2790 (-0.2789) time: 0.7458 data: 0.0003 max mem: 29860 [16:35:10.915712] Epoch: [278] [ 460/2904] eta: 0:31:56 lr: 0.001864 loss: 0.1814 (0.1932) loss_rec_all: 0.2076 (0.2191) loss_rec_sfr: 0.2639 (0.2856) loss_cl: -0.2782 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [16:35:25.856203] Epoch: [278] [ 480/2904] eta: 0:31:37 lr: 0.001864 loss: 0.1830 (0.1930) loss_rec_all: 0.2089 (0.2189) loss_rec_sfr: 0.2649 (0.2851) loss_cl: -0.2790 (-0.2789) time: 0.7470 data: 0.0002 max mem: 29860 [16:35:40.770538] Epoch: [278] [ 500/2904] eta: 0:31:17 lr: 0.001864 loss: 0.1831 (0.1932) loss_rec_all: 0.2092 (0.2191) loss_rec_sfr: 0.2700 (0.2861) loss_cl: -0.2789 (-0.2789) time: 0.7457 data: 0.0003 max mem: 29860 [16:35:55.679640] Epoch: [278] [ 520/2904] eta: 0:30:59 lr: 0.001864 loss: 0.1805 (0.1932) loss_rec_all: 0.2064 (0.2191) loss_rec_sfr: 0.2515 (0.2859) loss_cl: -0.2787 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [16:36:10.593840] Epoch: [278] [ 540/2904] eta: 0:30:40 lr: 0.001864 loss: 0.1792 (0.1930) loss_rec_all: 0.2057 (0.2189) loss_rec_sfr: 0.2620 (0.2855) loss_cl: -0.2784 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [16:36:25.499156] Epoch: [278] [ 560/2904] eta: 0:30:22 lr: 0.001864 loss: 0.1817 (0.1929) loss_rec_all: 0.2077 (0.2188) loss_rec_sfr: 0.2654 (0.2851) loss_cl: -0.2783 (-0.2789) time: 0.7452 data: 0.0003 max mem: 29860 [16:36:40.417624] Epoch: [278] [ 580/2904] eta: 0:30:04 lr: 0.001864 loss: 0.1803 (0.1928) loss_rec_all: 0.2066 (0.2187) loss_rec_sfr: 0.2629 (0.2848) loss_cl: -0.2790 (-0.2789) time: 0.7458 data: 0.0003 max mem: 29860 [16:36:55.345783] Epoch: [278] [ 600/2904] eta: 0:29:46 lr: 0.001864 loss: 0.1795 (0.1927) loss_rec_all: 0.2054 (0.2186) loss_rec_sfr: 0.2629 (0.2847) loss_cl: -0.2792 (-0.2789) time: 0.7463 data: 0.0003 max mem: 29860 [16:37:10.274844] Epoch: [278] [ 620/2904] eta: 0:29:28 lr: 0.001864 loss: 0.1774 (0.1923) loss_rec_all: 0.2038 (0.2182) loss_rec_sfr: 0.2319 (0.2832) loss_cl: -0.2799 (-0.2789) time: 0.7463 data: 0.0003 max mem: 29860 [16:37:25.210074] Epoch: [278] [ 640/2904] eta: 0:29:11 lr: 0.001864 loss: 0.1832 (0.1923) loss_rec_all: 0.2091 (0.2182) loss_rec_sfr: 0.2666 (0.2833) loss_cl: -0.2792 (-0.2789) time: 0.7467 data: 0.0003 max mem: 29860 [16:37:40.137600] Epoch: [278] [ 660/2904] eta: 0:28:53 lr: 0.001864 loss: 0.1827 (0.1923) loss_rec_all: 0.2087 (0.2182) loss_rec_sfr: 0.2632 (0.2833) loss_cl: -0.2799 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [16:37:55.064196] Epoch: [278] [ 680/2904] eta: 0:28:36 lr: 0.001864 loss: 0.1823 (0.1923) loss_rec_all: 0.2085 (0.2182) loss_rec_sfr: 0.2594 (0.2834) loss_cl: -0.2796 (-0.2789) time: 0.7463 data: 0.0003 max mem: 29860 [16:38:09.985211] Epoch: [278] [ 700/2904] eta: 0:28:19 lr: 0.001864 loss: 0.1858 (0.1923) loss_rec_all: 0.2118 (0.2182) loss_rec_sfr: 0.2546 (0.2833) loss_cl: -0.2791 (-0.2789) time: 0.7460 data: 0.0003 max mem: 29860 [16:38:24.895895] Epoch: [278] [ 720/2904] eta: 0:28:02 lr: 0.001864 loss: 0.1838 (0.1923) loss_rec_all: 0.2098 (0.2182) loss_rec_sfr: 0.2612 (0.2832) loss_cl: -0.2787 (-0.2789) time: 0.7454 data: 0.0003 max mem: 29860 [16:38:39.805261] Epoch: [278] [ 740/2904] eta: 0:27:45 lr: 0.001864 loss: 0.1865 (0.1923) loss_rec_all: 0.2127 (0.2182) loss_rec_sfr: 0.2762 (0.2834) loss_cl: -0.2796 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [16:38:54.715344] Epoch: [278] [ 760/2904] eta: 0:27:28 lr: 0.001864 loss: 0.1813 (0.1924) loss_rec_all: 0.2077 (0.2183) loss_rec_sfr: 0.2596 (0.2835) loss_cl: -0.2785 (-0.2789) time: 0.7455 data: 0.0003 max mem: 29860 [16:39:09.628176] Epoch: [278] [ 780/2904] eta: 0:27:12 lr: 0.001864 loss: 0.1824 (0.1921) loss_rec_all: 0.2082 (0.2181) loss_rec_sfr: 0.2534 (0.2825) loss_cl: -0.2782 (-0.2789) time: 0.7456 data: 0.0003 max mem: 29860 [16:39:24.545488] Epoch: [278] [ 800/2904] eta: 0:26:55 lr: 0.001863 loss: 0.1808 (0.1920) loss_rec_all: 0.2071 (0.2179) loss_rec_sfr: 0.2653 (0.2823) loss_cl: -0.2796 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [16:39:39.457545] Epoch: [278] [ 820/2904] eta: 0:26:39 lr: 0.001863 loss: 0.1836 (0.1920) loss_rec_all: 0.2097 (0.2179) loss_rec_sfr: 0.2577 (0.2818) loss_cl: -0.2785 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [16:39:54.366534] Epoch: [278] [ 840/2904] eta: 0:26:22 lr: 0.001863 loss: 0.1819 (0.1920) loss_rec_all: 0.2079 (0.2179) loss_rec_sfr: 0.2609 (0.2816) loss_cl: -0.2783 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [16:40:09.273998] Epoch: [278] [ 860/2904] eta: 0:26:06 lr: 0.001863 loss: 0.1821 (0.1919) loss_rec_all: 0.2079 (0.2178) loss_rec_sfr: 0.2667 (0.2816) loss_cl: -0.2786 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [16:40:24.182475] Epoch: [278] [ 880/2904] eta: 0:25:50 lr: 0.001863 loss: 0.1842 (0.1921) loss_rec_all: 0.2102 (0.2180) loss_rec_sfr: 0.2710 (0.2822) loss_cl: -0.2798 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [16:40:39.087111] Epoch: [278] [ 900/2904] eta: 0:25:33 lr: 0.001863 loss: 0.1819 (0.1921) loss_rec_all: 0.2084 (0.2180) loss_rec_sfr: 0.2712 (0.2827) loss_cl: -0.2798 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [16:40:53.993594] Epoch: [278] [ 920/2904] eta: 0:25:17 lr: 0.001863 loss: 0.1831 (0.1921) loss_rec_all: 0.2094 (0.2180) loss_rec_sfr: 0.2638 (0.2825) loss_cl: -0.2786 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [16:41:08.895550] Epoch: [278] [ 940/2904] eta: 0:25:01 lr: 0.001863 loss: 0.1834 (0.1922) loss_rec_all: 0.2096 (0.2181) loss_rec_sfr: 0.2609 (0.2828) loss_cl: -0.2781 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [16:41:23.803847] Epoch: [278] [ 960/2904] eta: 0:24:45 lr: 0.001863 loss: 0.1810 (0.1920) loss_rec_all: 0.2073 (0.2179) loss_rec_sfr: 0.2246 (0.2816) loss_cl: -0.2790 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [16:41:38.714609] Epoch: [278] [ 980/2904] eta: 0:24:29 lr: 0.001863 loss: 0.1812 (0.1919) loss_rec_all: 0.2076 (0.2179) loss_rec_sfr: 0.2585 (0.2815) loss_cl: -0.2801 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [16:41:53.628562] Epoch: [278] [1000/2904] eta: 0:24:13 lr: 0.001863 loss: 0.1825 (0.1920) loss_rec_all: 0.2086 (0.2180) loss_rec_sfr: 0.2756 (0.2820) loss_cl: -0.2793 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [16:42:08.532312] Epoch: [278] [1020/2904] eta: 0:23:57 lr: 0.001863 loss: 0.1799 (0.1920) loss_rec_all: 0.2059 (0.2179) loss_rec_sfr: 0.2633 (0.2819) loss_cl: -0.2785 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [16:42:23.430255] Epoch: [278] [1040/2904] eta: 0:23:41 lr: 0.001863 loss: 0.1832 (0.1920) loss_rec_all: 0.2091 (0.2180) loss_rec_sfr: 0.2653 (0.2821) loss_cl: -0.2783 (-0.2789) time: 0.7449 data: 0.0002 max mem: 29860 [16:42:38.337740] Epoch: [278] [1060/2904] eta: 0:23:25 lr: 0.001863 loss: 0.1799 (0.1921) loss_rec_all: 0.2063 (0.2180) loss_rec_sfr: 0.2695 (0.2824) loss_cl: -0.2790 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [16:42:53.239174] Epoch: [278] [1080/2904] eta: 0:23:10 lr: 0.001863 loss: 0.1831 (0.1924) loss_rec_all: 0.2098 (0.2183) loss_rec_sfr: 0.2783 (0.2834) loss_cl: -0.2787 (-0.2789) time: 0.7450 data: 0.0002 max mem: 29860 [16:43:08.145638] Epoch: [278] [1100/2904] eta: 0:22:54 lr: 0.001863 loss: 0.1755 (0.1922) loss_rec_all: 0.2015 (0.2181) loss_rec_sfr: 0.2611 (0.2830) loss_cl: -0.2791 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [16:43:23.052762] Epoch: [278] [1120/2904] eta: 0:22:38 lr: 0.001863 loss: 0.1805 (0.1921) loss_rec_all: 0.2065 (0.2180) loss_rec_sfr: 0.2559 (0.2826) loss_cl: -0.2791 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [16:43:37.960826] Epoch: [278] [1140/2904] eta: 0:22:22 lr: 0.001863 loss: 0.1830 (0.1921) loss_rec_all: 0.2090 (0.2180) loss_rec_sfr: 0.2604 (0.2824) loss_cl: -0.2785 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [16:43:52.869448] Epoch: [278] [1160/2904] eta: 0:22:07 lr: 0.001863 loss: 0.1804 (0.1920) loss_rec_all: 0.2070 (0.2179) loss_rec_sfr: 0.2219 (0.2821) loss_cl: -0.2788 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [16:44:07.783585] Epoch: [278] [1180/2904] eta: 0:21:51 lr: 0.001863 loss: 0.1839 (0.1921) loss_rec_all: 0.2100 (0.2180) loss_rec_sfr: 0.2562 (0.2821) loss_cl: -0.2786 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [16:44:22.698711] Epoch: [278] [1200/2904] eta: 0:21:35 lr: 0.001863 loss: 0.1809 (0.1919) loss_rec_all: 0.2071 (0.2178) loss_rec_sfr: 0.2270 (0.2813) loss_cl: -0.2801 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [16:44:37.604347] Epoch: [278] [1220/2904] eta: 0:21:20 lr: 0.001863 loss: 0.1812 (0.1920) loss_rec_all: 0.2076 (0.2179) loss_rec_sfr: 0.2672 (0.2818) loss_cl: -0.2799 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [16:44:52.512795] Epoch: [278] [1240/2904] eta: 0:21:04 lr: 0.001863 loss: 0.1875 (0.1922) loss_rec_all: 0.2138 (0.2181) loss_rec_sfr: 0.2673 (0.2825) loss_cl: -0.2779 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [16:45:07.422376] Epoch: [278] [1260/2904] eta: 0:20:48 lr: 0.001863 loss: 0.1787 (0.1921) loss_rec_all: 0.2048 (0.2180) loss_rec_sfr: 0.2574 (0.2823) loss_cl: -0.2785 (-0.2789) time: 0.7454 data: 0.0003 max mem: 29860 [16:45:22.325967] Epoch: [278] [1280/2904] eta: 0:20:33 lr: 0.001863 loss: 0.1881 (0.1923) loss_rec_all: 0.2142 (0.2182) loss_rec_sfr: 0.2688 (0.2828) loss_cl: -0.2788 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [16:45:37.232290] Epoch: [278] [1300/2904] eta: 0:20:17 lr: 0.001863 loss: 0.1800 (0.1922) loss_rec_all: 0.2064 (0.2181) loss_rec_sfr: 0.2595 (0.2827) loss_cl: -0.2800 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [16:45:52.133555] Epoch: [278] [1320/2904] eta: 0:20:02 lr: 0.001863 loss: 0.1785 (0.1921) loss_rec_all: 0.2046 (0.2181) loss_rec_sfr: 0.2637 (0.2827) loss_cl: -0.2782 (-0.2789) time: 0.7450 data: 0.0002 max mem: 29860 [16:46:07.038894] Epoch: [278] [1340/2904] eta: 0:19:46 lr: 0.001863 loss: 0.1801 (0.1921) loss_rec_all: 0.2063 (0.2180) loss_rec_sfr: 0.2166 (0.2823) loss_cl: -0.2785 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [16:46:21.953827] Epoch: [278] [1360/2904] eta: 0:19:31 lr: 0.001863 loss: 0.1808 (0.1920) loss_rec_all: 0.2067 (0.2179) loss_rec_sfr: 0.2634 (0.2821) loss_cl: -0.2786 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [16:46:36.861988] Epoch: [278] [1380/2904] eta: 0:19:15 lr: 0.001863 loss: 0.1779 (0.1919) loss_rec_all: 0.2037 (0.2178) loss_rec_sfr: 0.2573 (0.2819) loss_cl: -0.2784 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [16:46:51.768669] Epoch: [278] [1400/2904] eta: 0:19:00 lr: 0.001863 loss: 0.1796 (0.1919) loss_rec_all: 0.2058 (0.2178) loss_rec_sfr: 0.2607 (0.2818) loss_cl: -0.2782 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [16:47:06.695878] Epoch: [278] [1420/2904] eta: 0:18:45 lr: 0.001863 loss: 0.1837 (0.1919) loss_rec_all: 0.2096 (0.2178) loss_rec_sfr: 0.2737 (0.2820) loss_cl: -0.2787 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [16:47:21.599081] Epoch: [278] [1440/2904] eta: 0:18:29 lr: 0.001863 loss: 0.1901 (0.1920) loss_rec_all: 0.2163 (0.2179) loss_rec_sfr: 0.2642 (0.2822) loss_cl: -0.2792 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [16:47:36.512646] Epoch: [278] [1460/2904] eta: 0:18:14 lr: 0.001863 loss: 0.1779 (0.1920) loss_rec_all: 0.2042 (0.2179) loss_rec_sfr: 0.2243 (0.2820) loss_cl: -0.2795 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [16:47:51.420922] Epoch: [278] [1480/2904] eta: 0:17:58 lr: 0.001863 loss: 0.1820 (0.1920) loss_rec_all: 0.2081 (0.2180) loss_rec_sfr: 0.2624 (0.2822) loss_cl: -0.2790 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [16:48:06.326960] Epoch: [278] [1500/2904] eta: 0:17:43 lr: 0.001862 loss: 0.1828 (0.1921) loss_rec_all: 0.2088 (0.2180) loss_rec_sfr: 0.2703 (0.2825) loss_cl: -0.2787 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [16:48:21.234063] Epoch: [278] [1520/2904] eta: 0:17:28 lr: 0.001862 loss: 0.1823 (0.1920) loss_rec_all: 0.2084 (0.2179) loss_rec_sfr: 0.2621 (0.2823) loss_cl: -0.2787 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [16:48:36.160246] Epoch: [278] [1540/2904] eta: 0:17:12 lr: 0.001862 loss: 0.1800 (0.1920) loss_rec_all: 0.2060 (0.2179) loss_rec_sfr: 0.2607 (0.2822) loss_cl: -0.2794 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [16:48:51.091055] Epoch: [278] [1560/2904] eta: 0:16:57 lr: 0.001862 loss: 0.1826 (0.1921) loss_rec_all: 0.2092 (0.2180) loss_rec_sfr: 0.2665 (0.2824) loss_cl: -0.2790 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [16:49:06.006970] Epoch: [278] [1580/2904] eta: 0:16:42 lr: 0.001862 loss: 0.1828 (0.1921) loss_rec_all: 0.2090 (0.2180) loss_rec_sfr: 0.2576 (0.2824) loss_cl: -0.2782 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [16:49:20.925224] Epoch: [278] [1600/2904] eta: 0:16:26 lr: 0.001862 loss: 0.1824 (0.1921) loss_rec_all: 0.2087 (0.2180) loss_rec_sfr: 0.2631 (0.2823) loss_cl: -0.2783 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [16:49:35.843095] Epoch: [278] [1620/2904] eta: 0:16:11 lr: 0.001862 loss: 0.1804 (0.1920) loss_rec_all: 0.2063 (0.2179) loss_rec_sfr: 0.2562 (0.2820) loss_cl: -0.2790 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [16:49:50.772375] Epoch: [278] [1640/2904] eta: 0:15:56 lr: 0.001862 loss: 0.1824 (0.1920) loss_rec_all: 0.2083 (0.2179) loss_rec_sfr: 0.2689 (0.2819) loss_cl: -0.2793 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [16:50:05.693896] Epoch: [278] [1660/2904] eta: 0:15:40 lr: 0.001862 loss: 0.1816 (0.1920) loss_rec_all: 0.2078 (0.2179) loss_rec_sfr: 0.2445 (0.2818) loss_cl: -0.2793 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [16:50:20.624891] Epoch: [278] [1680/2904] eta: 0:15:25 lr: 0.001862 loss: 0.1811 (0.1920) loss_rec_all: 0.2069 (0.2179) loss_rec_sfr: 0.2617 (0.2818) loss_cl: -0.2790 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [16:50:35.536078] Epoch: [278] [1700/2904] eta: 0:15:10 lr: 0.001862 loss: 0.1803 (0.1920) loss_rec_all: 0.2063 (0.2179) loss_rec_sfr: 0.2575 (0.2818) loss_cl: -0.2780 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [16:50:50.446128] Epoch: [278] [1720/2904] eta: 0:14:55 lr: 0.001862 loss: 0.1849 (0.1921) loss_rec_all: 0.2110 (0.2180) loss_rec_sfr: 0.2573 (0.2819) loss_cl: -0.2785 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [16:51:05.359799] Epoch: [278] [1740/2904] eta: 0:14:39 lr: 0.001862 loss: 0.1828 (0.1921) loss_rec_all: 0.2090 (0.2180) loss_rec_sfr: 0.2511 (0.2818) loss_cl: -0.2791 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [16:51:20.277992] Epoch: [278] [1760/2904] eta: 0:14:24 lr: 0.001862 loss: 0.1865 (0.1921) loss_rec_all: 0.2124 (0.2180) loss_rec_sfr: 0.2560 (0.2819) loss_cl: -0.2790 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [16:51:35.195929] Epoch: [278] [1780/2904] eta: 0:14:09 lr: 0.001862 loss: 0.1900 (0.1923) loss_rec_all: 0.2161 (0.2182) loss_rec_sfr: 0.2739 (0.2823) loss_cl: -0.2797 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [16:51:50.109498] Epoch: [278] [1800/2904] eta: 0:13:54 lr: 0.001862 loss: 0.1817 (0.1923) loss_rec_all: 0.2081 (0.2182) loss_rec_sfr: 0.2637 (0.2824) loss_cl: -0.2798 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [16:52:05.030728] Epoch: [278] [1820/2904] eta: 0:13:38 lr: 0.001862 loss: 0.1813 (0.1923) loss_rec_all: 0.2077 (0.2182) loss_rec_sfr: 0.2588 (0.2824) loss_cl: -0.2782 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [16:52:19.945575] Epoch: [278] [1840/2904] eta: 0:13:23 lr: 0.001862 loss: 0.1777 (0.1922) loss_rec_all: 0.2040 (0.2181) loss_rec_sfr: 0.2490 (0.2820) loss_cl: -0.2778 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [16:52:34.851053] Epoch: [278] [1860/2904] eta: 0:13:08 lr: 0.001862 loss: 0.1800 (0.1922) loss_rec_all: 0.2062 (0.2181) loss_rec_sfr: 0.2627 (0.2820) loss_cl: -0.2782 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [16:52:49.755723] Epoch: [278] [1880/2904] eta: 0:12:53 lr: 0.001862 loss: 0.1854 (0.1923) loss_rec_all: 0.2113 (0.2182) loss_rec_sfr: 0.2648 (0.2822) loss_cl: -0.2785 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [16:53:04.658517] Epoch: [278] [1900/2904] eta: 0:12:37 lr: 0.001862 loss: 0.1793 (0.1921) loss_rec_all: 0.2058 (0.2181) loss_rec_sfr: 0.2637 (0.2819) loss_cl: -0.2791 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [16:53:19.564769] Epoch: [278] [1920/2904] eta: 0:12:22 lr: 0.001862 loss: 0.1802 (0.1921) loss_rec_all: 0.2061 (0.2180) loss_rec_sfr: 0.2659 (0.2819) loss_cl: -0.2791 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [16:53:34.472794] Epoch: [278] [1940/2904] eta: 0:12:07 lr: 0.001862 loss: 0.1869 (0.1922) loss_rec_all: 0.2130 (0.2181) loss_rec_sfr: 0.2727 (0.2822) loss_cl: -0.2792 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [16:53:49.379721] Epoch: [278] [1960/2904] eta: 0:11:52 lr: 0.001862 loss: 0.1822 (0.1922) loss_rec_all: 0.2084 (0.2181) loss_rec_sfr: 0.2619 (0.2823) loss_cl: -0.2784 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [16:54:04.286945] Epoch: [278] [1980/2904] eta: 0:11:37 lr: 0.001862 loss: 0.1852 (0.1922) loss_rec_all: 0.2111 (0.2181) loss_rec_sfr: 0.2618 (0.2821) loss_cl: -0.2793 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [16:54:19.195125] Epoch: [278] [2000/2904] eta: 0:11:22 lr: 0.001862 loss: 0.1815 (0.1922) loss_rec_all: 0.2073 (0.2181) loss_rec_sfr: 0.2675 (0.2821) loss_cl: -0.2788 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [16:54:34.102705] Epoch: [278] [2020/2904] eta: 0:11:06 lr: 0.001862 loss: 0.1816 (0.1922) loss_rec_all: 0.2079 (0.2181) loss_rec_sfr: 0.2555 (0.2819) loss_cl: -0.2786 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [16:54:49.009386] Epoch: [278] [2040/2904] eta: 0:10:51 lr: 0.001862 loss: 0.1813 (0.1922) loss_rec_all: 0.2075 (0.2181) loss_rec_sfr: 0.2675 (0.2822) loss_cl: -0.2779 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [16:55:03.918866] Epoch: [278] [2060/2904] eta: 0:10:36 lr: 0.001862 loss: 0.1786 (0.1922) loss_rec_all: 0.2046 (0.2181) loss_rec_sfr: 0.2643 (0.2822) loss_cl: -0.2786 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [16:55:18.831167] Epoch: [278] [2080/2904] eta: 0:10:21 lr: 0.001862 loss: 0.1826 (0.1922) loss_rec_all: 0.2085 (0.2181) loss_rec_sfr: 0.2593 (0.2821) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [16:55:33.739689] Epoch: [278] [2100/2904] eta: 0:10:06 lr: 0.001862 loss: 0.1791 (0.1922) loss_rec_all: 0.2056 (0.2181) loss_rec_sfr: 0.2316 (0.2819) loss_cl: -0.2797 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [16:55:48.645330] Epoch: [278] [2120/2904] eta: 0:09:51 lr: 0.001862 loss: 0.1817 (0.1921) loss_rec_all: 0.2079 (0.2180) loss_rec_sfr: 0.2672 (0.2817) loss_cl: -0.2791 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [16:56:03.555298] Epoch: [278] [2140/2904] eta: 0:09:35 lr: 0.001862 loss: 0.1819 (0.1922) loss_rec_all: 0.2081 (0.2181) loss_rec_sfr: 0.2702 (0.2819) loss_cl: -0.2794 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [16:56:18.458422] Epoch: [278] [2160/2904] eta: 0:09:20 lr: 0.001862 loss: 0.1870 (0.1923) loss_rec_all: 0.2133 (0.2182) loss_rec_sfr: 0.2641 (0.2822) loss_cl: -0.2791 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [16:56:33.363867] Epoch: [278] [2180/2904] eta: 0:09:05 lr: 0.001862 loss: 0.1822 (0.1923) loss_rec_all: 0.2086 (0.2182) loss_rec_sfr: 0.2619 (0.2823) loss_cl: -0.2790 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [16:56:48.284073] Epoch: [278] [2200/2904] eta: 0:08:50 lr: 0.001861 loss: 0.1797 (0.1923) loss_rec_all: 0.2059 (0.2182) loss_rec_sfr: 0.2631 (0.2822) loss_cl: -0.2795 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [16:57:03.195841] Epoch: [278] [2220/2904] eta: 0:08:35 lr: 0.001861 loss: 0.1787 (0.1922) loss_rec_all: 0.2050 (0.2181) loss_rec_sfr: 0.2617 (0.2819) loss_cl: -0.2793 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [16:57:18.108464] Epoch: [278] [2240/2904] eta: 0:08:20 lr: 0.001861 loss: 0.1797 (0.1921) loss_rec_all: 0.2059 (0.2180) loss_rec_sfr: 0.2595 (0.2816) loss_cl: -0.2789 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [16:57:33.014822] Epoch: [278] [2260/2904] eta: 0:08:05 lr: 0.001861 loss: 0.1838 (0.1921) loss_rec_all: 0.2097 (0.2180) loss_rec_sfr: 0.2597 (0.2815) loss_cl: -0.2785 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [16:57:47.923438] Epoch: [278] [2280/2904] eta: 0:07:50 lr: 0.001861 loss: 0.1848 (0.1922) loss_rec_all: 0.2107 (0.2181) loss_rec_sfr: 0.2791 (0.2817) loss_cl: -0.2779 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [16:58:02.825099] Epoch: [278] [2300/2904] eta: 0:07:34 lr: 0.001861 loss: 0.1804 (0.1921) loss_rec_all: 0.2065 (0.2180) loss_rec_sfr: 0.2646 (0.2814) loss_cl: -0.2790 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [16:58:17.730777] Epoch: [278] [2320/2904] eta: 0:07:19 lr: 0.001861 loss: 0.1814 (0.1920) loss_rec_all: 0.2073 (0.2179) loss_rec_sfr: 0.2684 (0.2812) loss_cl: -0.2794 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [16:58:32.638230] Epoch: [278] [2340/2904] eta: 0:07:04 lr: 0.001861 loss: 0.1798 (0.1920) loss_rec_all: 0.2061 (0.2179) loss_rec_sfr: 0.2451 (0.2811) loss_cl: -0.2797 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [16:58:47.540358] Epoch: [278] [2360/2904] eta: 0:06:49 lr: 0.001861 loss: 0.1836 (0.1920) loss_rec_all: 0.2096 (0.2179) loss_rec_sfr: 0.2644 (0.2809) loss_cl: -0.2786 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [16:59:02.450663] Epoch: [278] [2380/2904] eta: 0:06:34 lr: 0.001861 loss: 0.1801 (0.1920) loss_rec_all: 0.2061 (0.2179) loss_rec_sfr: 0.2510 (0.2809) loss_cl: -0.2791 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [16:59:17.353071] Epoch: [278] [2400/2904] eta: 0:06:19 lr: 0.001861 loss: 0.1792 (0.1919) loss_rec_all: 0.2051 (0.2178) loss_rec_sfr: 0.2778 (0.2808) loss_cl: -0.2786 (-0.2788) time: 0.7451 data: 0.0003 max mem: 29860 [16:59:32.259825] Epoch: [278] [2420/2904] eta: 0:06:04 lr: 0.001861 loss: 0.1828 (0.1920) loss_rec_all: 0.2090 (0.2179) loss_rec_sfr: 0.2705 (0.2810) loss_cl: -0.2776 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [16:59:47.166315] Epoch: [278] [2440/2904] eta: 0:05:49 lr: 0.001861 loss: 0.1835 (0.1920) loss_rec_all: 0.2095 (0.2179) loss_rec_sfr: 0.2678 (0.2811) loss_cl: -0.2783 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [17:00:02.069140] Epoch: [278] [2460/2904] eta: 0:05:34 lr: 0.001861 loss: 0.1801 (0.1920) loss_rec_all: 0.2064 (0.2179) loss_rec_sfr: 0.2673 (0.2811) loss_cl: -0.2797 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [17:00:16.972815] Epoch: [278] [2480/2904] eta: 0:05:19 lr: 0.001861 loss: 0.1808 (0.1920) loss_rec_all: 0.2068 (0.2179) loss_rec_sfr: 0.2223 (0.2812) loss_cl: -0.2796 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [17:00:31.877858] Epoch: [278] [2500/2904] eta: 0:05:04 lr: 0.001861 loss: 0.1842 (0.1920) loss_rec_all: 0.2102 (0.2179) loss_rec_sfr: 0.2675 (0.2811) loss_cl: -0.2793 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [17:00:46.782852] Epoch: [278] [2520/2904] eta: 0:04:48 lr: 0.001861 loss: 0.1799 (0.1920) loss_rec_all: 0.2063 (0.2179) loss_rec_sfr: 0.2703 (0.2812) loss_cl: -0.2784 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [17:01:01.687532] Epoch: [278] [2540/2904] eta: 0:04:33 lr: 0.001861 loss: 0.1818 (0.1920) loss_rec_all: 0.2082 (0.2179) loss_rec_sfr: 0.2612 (0.2811) loss_cl: -0.2788 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [17:01:16.588386] Epoch: [278] [2560/2904] eta: 0:04:18 lr: 0.001861 loss: 0.1835 (0.1919) loss_rec_all: 0.2096 (0.2178) loss_rec_sfr: 0.2586 (0.2809) loss_cl: -0.2793 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [17:01:31.490224] Epoch: [278] [2580/2904] eta: 0:04:03 lr: 0.001861 loss: 0.1856 (0.1919) loss_rec_all: 0.2116 (0.2179) loss_rec_sfr: 0.2625 (0.2809) loss_cl: -0.2797 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [17:01:46.390453] Epoch: [278] [2600/2904] eta: 0:03:48 lr: 0.001861 loss: 0.1817 (0.1919) loss_rec_all: 0.2077 (0.2178) loss_rec_sfr: 0.2662 (0.2808) loss_cl: -0.2790 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [17:02:01.295075] Epoch: [278] [2620/2904] eta: 0:03:33 lr: 0.001861 loss: 0.1830 (0.1919) loss_rec_all: 0.2092 (0.2178) loss_rec_sfr: 0.2666 (0.2808) loss_cl: -0.2782 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [17:02:16.204268] Epoch: [278] [2640/2904] eta: 0:03:18 lr: 0.001861 loss: 0.1789 (0.1919) loss_rec_all: 0.2050 (0.2178) loss_rec_sfr: 0.2573 (0.2807) loss_cl: -0.2791 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [17:02:31.114846] Epoch: [278] [2660/2904] eta: 0:03:03 lr: 0.001861 loss: 0.1805 (0.1919) loss_rec_all: 0.2067 (0.2179) loss_rec_sfr: 0.2700 (0.2810) loss_cl: -0.2796 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [17:02:46.016560] Epoch: [278] [2680/2904] eta: 0:02:48 lr: 0.001861 loss: 0.1829 (0.1920) loss_rec_all: 0.2088 (0.2179) loss_rec_sfr: 0.2702 (0.2812) loss_cl: -0.2789 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [17:03:00.918448] Epoch: [278] [2700/2904] eta: 0:02:33 lr: 0.001861 loss: 0.1844 (0.1920) loss_rec_all: 0.2103 (0.2179) loss_rec_sfr: 0.2635 (0.2812) loss_cl: -0.2784 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [17:03:15.821323] Epoch: [278] [2720/2904] eta: 0:02:18 lr: 0.001861 loss: 0.1807 (0.1921) loss_rec_all: 0.2070 (0.2180) loss_rec_sfr: 0.2704 (0.2814) loss_cl: -0.2790 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [17:03:30.723235] Epoch: [278] [2740/2904] eta: 0:02:03 lr: 0.001861 loss: 0.1822 (0.1920) loss_rec_all: 0.2086 (0.2179) loss_rec_sfr: 0.2576 (0.2812) loss_cl: -0.2795 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [17:03:45.633677] Epoch: [278] [2760/2904] eta: 0:01:48 lr: 0.001861 loss: 0.1797 (0.1920) loss_rec_all: 0.2056 (0.2179) loss_rec_sfr: 0.2341 (0.2812) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [17:04:00.552863] Epoch: [278] [2780/2904] eta: 0:01:33 lr: 0.001861 loss: 0.1848 (0.1920) loss_rec_all: 0.2108 (0.2180) loss_rec_sfr: 0.2762 (0.2813) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [17:04:15.469433] Epoch: [278] [2800/2904] eta: 0:01:18 lr: 0.001861 loss: 0.1803 (0.1920) loss_rec_all: 0.2067 (0.2179) loss_rec_sfr: 0.2674 (0.2813) loss_cl: -0.2799 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [17:04:30.384364] Epoch: [278] [2820/2904] eta: 0:01:03 lr: 0.001861 loss: 0.1834 (0.1920) loss_rec_all: 0.2099 (0.2179) loss_rec_sfr: 0.2688 (0.2812) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [17:04:45.371435] Epoch: [278] [2840/2904] eta: 0:00:48 lr: 0.001861 loss: 0.1834 (0.1920) loss_rec_all: 0.2095 (0.2179) loss_rec_sfr: 0.2655 (0.2812) loss_cl: -0.2793 (-0.2788) time: 0.7493 data: 0.0045 max mem: 29860 [17:05:00.271512] Epoch: [278] [2860/2904] eta: 0:00:33 lr: 0.001861 loss: 0.1781 (0.1920) loss_rec_all: 0.2042 (0.2179) loss_rec_sfr: 0.2701 (0.2812) loss_cl: -0.2776 (-0.2788) time: 0.7449 data: 0.0001 max mem: 29860 [17:05:15.174691] Epoch: [278] [2880/2904] eta: 0:00:18 lr: 0.001861 loss: 0.1801 (0.1920) loss_rec_all: 0.2064 (0.2179) loss_rec_sfr: 0.2540 (0.2810) loss_cl: -0.2775 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [17:05:30.073241] Epoch: [278] [2900/2904] eta: 0:00:03 lr: 0.001860 loss: 0.1862 (0.1920) loss_rec_all: 0.2124 (0.2179) loss_rec_sfr: 0.2693 (0.2812) loss_cl: -0.2786 (-0.2788) time: 0.7449 data: 0.0001 max mem: 29860 [17:05:32.315575] Epoch: [278] [2903/2904] eta: 0:00:00 lr: 0.001860 loss: 0.1862 (0.1920) loss_rec_all: 0.2124 (0.2179) loss_rec_sfr: 0.2612 (0.2812) loss_cl: -0.2788 (-0.2788) time: 0.7450 data: 0.0001 max mem: 29860 [17:05:34.559911] Epoch: [278] Total time: 0:36:25 (0.7525 s / it) [17:05:34.594529] Averaged stats: lr: 0.001860 loss: 0.1862 (0.1945) loss_rec_all: 0.2124 (0.2181) loss_rec_sfr: 0.2612 (0.2820) loss_cl: -0.2788 (-0.2556) [17:05:34.599951] log_dir: ./checkpoint/VF2_ViT-B [17:05:51.959018] Epoch: [279] [ 0/2904] eta: 14:00:08 lr: 0.001860 loss: 0.2527 (0.2527) loss_rec_all: 0.2773 (0.2773) loss_rec_sfr: 0.4776 (0.4776) loss_cl: -0.2792 (-0.2792) time: 17.3584 data: 16.2412 max mem: 29860 [17:06:08.141756] Epoch: [279] [ 20/2904] eta: 1:16:46 lr: 0.001860 loss: 0.1778 (0.1935) loss_rec_all: 0.2043 (0.2195) loss_rec_sfr: 0.2549 (0.2844) loss_cl: -0.2801 (-0.2797) time: 0.8091 data: 0.0003 max mem: 29860 [17:06:23.006926] Epoch: [279] [ 40/2904] eta: 0:56:21 lr: 0.001860 loss: 0.1844 (0.1977) loss_rec_all: 0.2103 (0.2235) loss_rec_sfr: 0.2691 (0.3006) loss_cl: -0.2785 (-0.2791) time: 0.7432 data: 0.0002 max mem: 29860 [17:06:37.901046] Epoch: [279] [ 60/2904] eta: 0:49:11 lr: 0.001860 loss: 0.1839 (0.1977) loss_rec_all: 0.2101 (0.2235) loss_rec_sfr: 0.2690 (0.2998) loss_cl: -0.2786 (-0.2790) time: 0.7447 data: 0.0002 max mem: 29860 [17:06:52.815159] Epoch: [279] [ 80/2904] eta: 0:45:26 lr: 0.001860 loss: 0.1877 (0.1985) loss_rec_all: 0.2135 (0.2243) loss_rec_sfr: 0.2733 (0.3052) loss_cl: -0.2783 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [17:07:07.735256] Epoch: [279] [ 100/2904] eta: 0:43:05 lr: 0.001860 loss: 0.1800 (0.1972) loss_rec_all: 0.2060 (0.2230) loss_rec_sfr: 0.2638 (0.3001) loss_cl: -0.2792 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [17:07:22.658700] Epoch: [279] [ 120/2904] eta: 0:41:26 lr: 0.001860 loss: 0.1822 (0.1977) loss_rec_all: 0.2086 (0.2235) loss_rec_sfr: 0.2722 (0.3027) loss_cl: -0.2791 (-0.2789) time: 0.7461 data: 0.0003 max mem: 29860 [17:07:37.587192] Epoch: [279] [ 140/2904] eta: 0:40:10 lr: 0.001860 loss: 0.1814 (0.1972) loss_rec_all: 0.2073 (0.2230) loss_rec_sfr: 0.2634 (0.3008) loss_cl: -0.2792 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [17:07:52.515838] Epoch: [279] [ 160/2904] eta: 0:39:10 lr: 0.001860 loss: 0.1799 (0.1962) loss_rec_all: 0.2063 (0.2220) loss_rec_sfr: 0.2507 (0.2968) loss_cl: -0.2786 (-0.2788) time: 0.7464 data: 0.0003 max mem: 29860 [17:08:07.437106] Epoch: [279] [ 180/2904] eta: 0:38:20 lr: 0.001860 loss: 0.1838 (0.1962) loss_rec_all: 0.2102 (0.2220) loss_rec_sfr: 0.2629 (0.2954) loss_cl: -0.2783 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [17:08:22.363657] Epoch: [279] [ 200/2904] eta: 0:37:36 lr: 0.001860 loss: 0.1796 (0.1958) loss_rec_all: 0.2058 (0.2216) loss_rec_sfr: 0.2628 (0.2943) loss_cl: -0.2793 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [17:08:37.338917] Epoch: [279] [ 220/2904] eta: 0:36:59 lr: 0.001860 loss: 0.1800 (0.1957) loss_rec_all: 0.2065 (0.2215) loss_rec_sfr: 0.2548 (0.2930) loss_cl: -0.2785 (-0.2788) time: 0.7487 data: 0.0003 max mem: 29860 [17:08:52.264613] Epoch: [279] [ 240/2904] eta: 0:36:24 lr: 0.001860 loss: 0.1792 (0.1943) loss_rec_all: 0.2051 (0.2202) loss_rec_sfr: 0.2213 (0.2883) loss_cl: -0.2786 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [17:09:07.193966] Epoch: [279] [ 260/2904] eta: 0:35:53 lr: 0.001860 loss: 0.1823 (0.1941) loss_rec_all: 0.2086 (0.2199) loss_rec_sfr: 0.2607 (0.2874) loss_cl: -0.2789 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [17:09:22.124822] Epoch: [279] [ 280/2904] eta: 0:35:24 lr: 0.001860 loss: 0.1785 (0.1934) loss_rec_all: 0.2046 (0.2193) loss_rec_sfr: 0.2610 (0.2852) loss_cl: -0.2797 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [17:09:37.056710] Epoch: [279] [ 300/2904] eta: 0:34:57 lr: 0.001860 loss: 0.1808 (0.1931) loss_rec_all: 0.2071 (0.2190) loss_rec_sfr: 0.2523 (0.2836) loss_cl: -0.2800 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [17:09:51.991378] Epoch: [279] [ 320/2904] eta: 0:34:31 lr: 0.001860 loss: 0.1794 (0.1928) loss_rec_all: 0.2061 (0.2188) loss_rec_sfr: 0.2322 (0.2823) loss_cl: -0.2796 (-0.2790) time: 0.7467 data: 0.0003 max mem: 29860 [17:10:06.933357] Epoch: [279] [ 340/2904] eta: 0:34:07 lr: 0.001860 loss: 0.1840 (0.1929) loss_rec_all: 0.2098 (0.2188) loss_rec_sfr: 0.2676 (0.2830) loss_cl: -0.2779 (-0.2789) time: 0.7471 data: 0.0002 max mem: 29860 [17:10:21.903473] Epoch: [279] [ 360/2904] eta: 0:33:44 lr: 0.001860 loss: 0.1873 (0.1935) loss_rec_all: 0.2133 (0.2194) loss_rec_sfr: 0.2777 (0.2856) loss_cl: -0.2783 (-0.2789) time: 0.7485 data: 0.0002 max mem: 29860 [17:10:36.841498] Epoch: [279] [ 380/2904] eta: 0:33:22 lr: 0.001860 loss: 0.1842 (0.1937) loss_rec_all: 0.2105 (0.2196) loss_rec_sfr: 0.2754 (0.2862) loss_cl: -0.2790 (-0.2789) time: 0.7469 data: 0.0002 max mem: 29860 [17:10:51.774489] Epoch: [279] [ 400/2904] eta: 0:33:00 lr: 0.001860 loss: 0.1806 (0.1935) loss_rec_all: 0.2065 (0.2194) loss_rec_sfr: 0.2597 (0.2855) loss_cl: -0.2794 (-0.2789) time: 0.7466 data: 0.0002 max mem: 29860 [17:11:06.705175] Epoch: [279] [ 420/2904] eta: 0:32:39 lr: 0.001860 loss: 0.1814 (0.1935) loss_rec_all: 0.2073 (0.2194) loss_rec_sfr: 0.2736 (0.2861) loss_cl: -0.2790 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [17:11:21.631901] Epoch: [279] [ 440/2904] eta: 0:32:18 lr: 0.001860 loss: 0.1803 (0.1932) loss_rec_all: 0.2067 (0.2191) loss_rec_sfr: 0.2627 (0.2851) loss_cl: -0.2785 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [17:11:36.560654] Epoch: [279] [ 460/2904] eta: 0:31:58 lr: 0.001860 loss: 0.1891 (0.1932) loss_rec_all: 0.2153 (0.2191) loss_rec_sfr: 0.2631 (0.2849) loss_cl: -0.2791 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [17:11:51.487724] Epoch: [279] [ 480/2904] eta: 0:31:39 lr: 0.001860 loss: 0.1834 (0.1933) loss_rec_all: 0.2094 (0.2192) loss_rec_sfr: 0.2585 (0.2849) loss_cl: -0.2790 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [17:12:06.413969] Epoch: [279] [ 500/2904] eta: 0:31:19 lr: 0.001860 loss: 0.1849 (0.1933) loss_rec_all: 0.2107 (0.2192) loss_rec_sfr: 0.2629 (0.2854) loss_cl: -0.2790 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [17:12:21.335744] Epoch: [279] [ 520/2904] eta: 0:31:01 lr: 0.001860 loss: 0.1808 (0.1930) loss_rec_all: 0.2066 (0.2189) loss_rec_sfr: 0.2626 (0.2844) loss_cl: -0.2791 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [17:12:36.266271] Epoch: [279] [ 540/2904] eta: 0:30:42 lr: 0.001860 loss: 0.1808 (0.1928) loss_rec_all: 0.2067 (0.2187) loss_rec_sfr: 0.2602 (0.2837) loss_cl: -0.2787 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [17:12:51.195075] Epoch: [279] [ 560/2904] eta: 0:30:24 lr: 0.001860 loss: 0.1810 (0.1929) loss_rec_all: 0.2074 (0.2188) loss_rec_sfr: 0.2573 (0.2840) loss_cl: -0.2789 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [17:13:06.135919] Epoch: [279] [ 580/2904] eta: 0:30:06 lr: 0.001860 loss: 0.1806 (0.1926) loss_rec_all: 0.2068 (0.2185) loss_rec_sfr: 0.2602 (0.2835) loss_cl: -0.2792 (-0.2789) time: 0.7470 data: 0.0002 max mem: 29860 [17:13:21.067324] Epoch: [279] [ 600/2904] eta: 0:29:48 lr: 0.001860 loss: 0.1820 (0.1924) loss_rec_all: 0.2082 (0.2184) loss_rec_sfr: 0.2544 (0.2828) loss_cl: -0.2782 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [17:13:35.995332] Epoch: [279] [ 620/2904] eta: 0:29:30 lr: 0.001860 loss: 0.1862 (0.1928) loss_rec_all: 0.2122 (0.2187) loss_rec_sfr: 0.2780 (0.2840) loss_cl: -0.2786 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [17:13:50.923275] Epoch: [279] [ 640/2904] eta: 0:29:12 lr: 0.001860 loss: 0.1812 (0.1929) loss_rec_all: 0.2073 (0.2188) loss_rec_sfr: 0.2654 (0.2845) loss_cl: -0.2789 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [17:14:05.850027] Epoch: [279] [ 660/2904] eta: 0:28:55 lr: 0.001860 loss: 0.1829 (0.1928) loss_rec_all: 0.2091 (0.2187) loss_rec_sfr: 0.2665 (0.2843) loss_cl: -0.2788 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [17:14:20.778942] Epoch: [279] [ 680/2904] eta: 0:28:38 lr: 0.001860 loss: 0.1828 (0.1929) loss_rec_all: 0.2090 (0.2188) loss_rec_sfr: 0.2601 (0.2845) loss_cl: -0.2791 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [17:14:35.700102] Epoch: [279] [ 700/2904] eta: 0:28:21 lr: 0.001859 loss: 0.1830 (0.1929) loss_rec_all: 0.2089 (0.2188) loss_rec_sfr: 0.2692 (0.2846) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [17:14:50.624404] Epoch: [279] [ 720/2904] eta: 0:28:04 lr: 0.001859 loss: 0.1792 (0.1926) loss_rec_all: 0.2056 (0.2185) loss_rec_sfr: 0.2588 (0.2837) loss_cl: -0.2784 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [17:15:05.547159] Epoch: [279] [ 740/2904] eta: 0:27:47 lr: 0.001859 loss: 0.1845 (0.1924) loss_rec_all: 0.2106 (0.2183) loss_rec_sfr: 0.2632 (0.2829) loss_cl: -0.2796 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [17:15:20.472525] Epoch: [279] [ 760/2904] eta: 0:27:30 lr: 0.001859 loss: 0.1809 (0.1926) loss_rec_all: 0.2072 (0.2185) loss_rec_sfr: 0.2724 (0.2836) loss_cl: -0.2787 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [17:15:35.409183] Epoch: [279] [ 780/2904] eta: 0:27:13 lr: 0.001859 loss: 0.1884 (0.1928) loss_rec_all: 0.2146 (0.2187) loss_rec_sfr: 0.2705 (0.2843) loss_cl: -0.2785 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [17:15:50.349895] Epoch: [279] [ 800/2904] eta: 0:26:57 lr: 0.001859 loss: 0.1838 (0.1930) loss_rec_all: 0.2098 (0.2189) loss_rec_sfr: 0.2783 (0.2852) loss_cl: -0.2799 (-0.2789) time: 0.7470 data: 0.0002 max mem: 29860 [17:16:05.296482] Epoch: [279] [ 820/2904] eta: 0:26:40 lr: 0.001859 loss: 0.1801 (0.1930) loss_rec_all: 0.2061 (0.2189) loss_rec_sfr: 0.2663 (0.2853) loss_cl: -0.2793 (-0.2789) time: 0.7473 data: 0.0002 max mem: 29860 [17:16:20.253527] Epoch: [279] [ 840/2904] eta: 0:26:24 lr: 0.001859 loss: 0.1873 (0.1931) loss_rec_all: 0.2135 (0.2190) loss_rec_sfr: 0.2656 (0.2854) loss_cl: -0.2795 (-0.2789) time: 0.7478 data: 0.0002 max mem: 29860 [17:16:35.236139] Epoch: [279] [ 860/2904] eta: 0:26:08 lr: 0.001859 loss: 0.1836 (0.1931) loss_rec_all: 0.2098 (0.2190) loss_rec_sfr: 0.2667 (0.2856) loss_cl: -0.2789 (-0.2789) time: 0.7491 data: 0.0002 max mem: 29860 [17:16:50.217626] Epoch: [279] [ 880/2904] eta: 0:25:52 lr: 0.001859 loss: 0.1798 (0.1931) loss_rec_all: 0.2059 (0.2189) loss_rec_sfr: 0.2684 (0.2855) loss_cl: -0.2794 (-0.2789) time: 0.7490 data: 0.0002 max mem: 29860 [17:17:05.142058] Epoch: [279] [ 900/2904] eta: 0:25:35 lr: 0.001859 loss: 0.1813 (0.1929) loss_rec_all: 0.2074 (0.2188) loss_rec_sfr: 0.2613 (0.2851) loss_cl: -0.2788 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [17:17:20.063638] Epoch: [279] [ 920/2904] eta: 0:25:19 lr: 0.001859 loss: 0.1788 (0.1927) loss_rec_all: 0.2049 (0.2186) loss_rec_sfr: 0.2617 (0.2845) loss_cl: -0.2783 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [17:17:34.987014] Epoch: [279] [ 940/2904] eta: 0:25:03 lr: 0.001859 loss: 0.1850 (0.1928) loss_rec_all: 0.2112 (0.2187) loss_rec_sfr: 0.2575 (0.2844) loss_cl: -0.2786 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [17:17:49.904346] Epoch: [279] [ 960/2904] eta: 0:24:47 lr: 0.001859 loss: 0.1793 (0.1928) loss_rec_all: 0.2051 (0.2187) loss_rec_sfr: 0.2622 (0.2844) loss_cl: -0.2784 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [17:18:04.825980] Epoch: [279] [ 980/2904] eta: 0:24:31 lr: 0.001859 loss: 0.1862 (0.1929) loss_rec_all: 0.2122 (0.2188) loss_rec_sfr: 0.2678 (0.2848) loss_cl: -0.2780 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [17:18:19.740707] Epoch: [279] [1000/2904] eta: 0:24:15 lr: 0.001859 loss: 0.1835 (0.1928) loss_rec_all: 0.2097 (0.2187) loss_rec_sfr: 0.2536 (0.2842) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [17:18:34.662445] Epoch: [279] [1020/2904] eta: 0:23:59 lr: 0.001859 loss: 0.1805 (0.1927) loss_rec_all: 0.2070 (0.2186) loss_rec_sfr: 0.2592 (0.2842) loss_cl: -0.2797 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [17:18:49.585838] Epoch: [279] [1040/2904] eta: 0:23:43 lr: 0.001859 loss: 0.1861 (0.1928) loss_rec_all: 0.2124 (0.2187) loss_rec_sfr: 0.2669 (0.2844) loss_cl: -0.2800 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [17:19:04.497429] Epoch: [279] [1060/2904] eta: 0:23:27 lr: 0.001859 loss: 0.1794 (0.1927) loss_rec_all: 0.2057 (0.2186) loss_rec_sfr: 0.2664 (0.2841) loss_cl: -0.2796 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [17:19:19.417917] Epoch: [279] [1080/2904] eta: 0:23:11 lr: 0.001859 loss: 0.1797 (0.1928) loss_rec_all: 0.2056 (0.2187) loss_rec_sfr: 0.2612 (0.2844) loss_cl: -0.2789 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [17:19:34.333196] Epoch: [279] [1100/2904] eta: 0:22:55 lr: 0.001859 loss: 0.1822 (0.1927) loss_rec_all: 0.2084 (0.2186) loss_rec_sfr: 0.2680 (0.2843) loss_cl: -0.2789 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [17:19:49.251805] Epoch: [279] [1120/2904] eta: 0:22:40 lr: 0.001859 loss: 0.1816 (0.1926) loss_rec_all: 0.2081 (0.2185) loss_rec_sfr: 0.2581 (0.2838) loss_cl: -0.2791 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [17:20:04.173165] Epoch: [279] [1140/2904] eta: 0:22:24 lr: 0.001859 loss: 0.1802 (0.1925) loss_rec_all: 0.2066 (0.2184) loss_rec_sfr: 0.2410 (0.2833) loss_cl: -0.2786 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [17:20:19.091314] Epoch: [279] [1160/2904] eta: 0:22:08 lr: 0.001859 loss: 0.1800 (0.1925) loss_rec_all: 0.2060 (0.2184) loss_rec_sfr: 0.2619 (0.2831) loss_cl: -0.2780 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [17:20:34.012999] Epoch: [279] [1180/2904] eta: 0:21:52 lr: 0.001859 loss: 0.1787 (0.1923) loss_rec_all: 0.2052 (0.2182) loss_rec_sfr: 0.2689 (0.2827) loss_cl: -0.2775 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [17:20:48.934054] Epoch: [279] [1200/2904] eta: 0:21:37 lr: 0.001859 loss: 0.1805 (0.1922) loss_rec_all: 0.2069 (0.2181) loss_rec_sfr: 0.2585 (0.2822) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [17:21:03.854498] Epoch: [279] [1220/2904] eta: 0:21:21 lr: 0.001859 loss: 0.1792 (0.1921) loss_rec_all: 0.2054 (0.2180) loss_rec_sfr: 0.2686 (0.2823) loss_cl: -0.2802 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [17:21:18.772783] Epoch: [279] [1240/2904] eta: 0:21:05 lr: 0.001859 loss: 0.1799 (0.1921) loss_rec_all: 0.2062 (0.2180) loss_rec_sfr: 0.2592 (0.2823) loss_cl: -0.2799 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [17:21:33.692084] Epoch: [279] [1260/2904] eta: 0:20:50 lr: 0.001859 loss: 0.1820 (0.1921) loss_rec_all: 0.2079 (0.2180) loss_rec_sfr: 0.2610 (0.2825) loss_cl: -0.2785 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [17:21:48.610139] Epoch: [279] [1280/2904] eta: 0:20:34 lr: 0.001859 loss: 0.1799 (0.1921) loss_rec_all: 0.2059 (0.2180) loss_rec_sfr: 0.2669 (0.2826) loss_cl: -0.2786 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [17:22:03.531761] Epoch: [279] [1300/2904] eta: 0:20:19 lr: 0.001859 loss: 0.1875 (0.1922) loss_rec_all: 0.2138 (0.2181) loss_rec_sfr: 0.2612 (0.2826) loss_cl: -0.2790 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [17:22:18.460701] Epoch: [279] [1320/2904] eta: 0:20:03 lr: 0.001859 loss: 0.1866 (0.1923) loss_rec_all: 0.2128 (0.2182) loss_rec_sfr: 0.2709 (0.2831) loss_cl: -0.2789 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [17:22:33.390068] Epoch: [279] [1340/2904] eta: 0:19:48 lr: 0.001859 loss: 0.1798 (0.1922) loss_rec_all: 0.2056 (0.2181) loss_rec_sfr: 0.2632 (0.2827) loss_cl: -0.2784 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [17:22:48.312652] Epoch: [279] [1360/2904] eta: 0:19:32 lr: 0.001859 loss: 0.1835 (0.1921) loss_rec_all: 0.2096 (0.2180) loss_rec_sfr: 0.2497 (0.2823) loss_cl: -0.2787 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [17:23:03.231516] Epoch: [279] [1380/2904] eta: 0:19:17 lr: 0.001859 loss: 0.1815 (0.1920) loss_rec_all: 0.2078 (0.2179) loss_rec_sfr: 0.2615 (0.2819) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [17:23:18.153599] Epoch: [279] [1400/2904] eta: 0:19:01 lr: 0.001858 loss: 0.1801 (0.1919) loss_rec_all: 0.2061 (0.2179) loss_rec_sfr: 0.2709 (0.2820) loss_cl: -0.2790 (-0.2789) time: 0.7460 data: 0.0003 max mem: 29860 [17:23:33.088031] Epoch: [279] [1420/2904] eta: 0:18:46 lr: 0.001858 loss: 0.1771 (0.1919) loss_rec_all: 0.2032 (0.2178) loss_rec_sfr: 0.2675 (0.2819) loss_cl: -0.2792 (-0.2789) time: 0.7466 data: 0.0005 max mem: 29860 [17:23:48.018381] Epoch: [279] [1440/2904] eta: 0:18:30 lr: 0.001858 loss: 0.1822 (0.1919) loss_rec_all: 0.2086 (0.2178) loss_rec_sfr: 0.2611 (0.2821) loss_cl: -0.2793 (-0.2789) time: 0.7465 data: 0.0004 max mem: 29860 [17:24:02.946945] Epoch: [279] [1460/2904] eta: 0:18:15 lr: 0.001858 loss: 0.1813 (0.1919) loss_rec_all: 0.2078 (0.2178) loss_rec_sfr: 0.2309 (0.2820) loss_cl: -0.2791 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [17:24:17.868900] Epoch: [279] [1480/2904] eta: 0:17:59 lr: 0.001858 loss: 0.1795 (0.1919) loss_rec_all: 0.2055 (0.2178) loss_rec_sfr: 0.2548 (0.2819) loss_cl: -0.2783 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [17:24:32.789820] Epoch: [279] [1500/2904] eta: 0:17:44 lr: 0.001858 loss: 0.1795 (0.1919) loss_rec_all: 0.2060 (0.2178) loss_rec_sfr: 0.2605 (0.2818) loss_cl: -0.2782 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [17:24:47.710585] Epoch: [279] [1520/2904] eta: 0:17:29 lr: 0.001858 loss: 0.1863 (0.1919) loss_rec_all: 0.2124 (0.2178) loss_rec_sfr: 0.2606 (0.2819) loss_cl: -0.2791 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [17:25:02.640165] Epoch: [279] [1540/2904] eta: 0:17:13 lr: 0.001858 loss: 0.1771 (0.1920) loss_rec_all: 0.2035 (0.2179) loss_rec_sfr: 0.2433 (0.2820) loss_cl: -0.2794 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [17:25:17.564517] Epoch: [279] [1560/2904] eta: 0:16:58 lr: 0.001858 loss: 0.1820 (0.1920) loss_rec_all: 0.2086 (0.2180) loss_rec_sfr: 0.2669 (0.2822) loss_cl: -0.2788 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [17:25:32.485286] Epoch: [279] [1580/2904] eta: 0:16:43 lr: 0.001858 loss: 0.1816 (0.1921) loss_rec_all: 0.2081 (0.2180) loss_rec_sfr: 0.2435 (0.2822) loss_cl: -0.2780 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [17:25:47.414782] Epoch: [279] [1600/2904] eta: 0:16:27 lr: 0.001858 loss: 0.1861 (0.1921) loss_rec_all: 0.2121 (0.2180) loss_rec_sfr: 0.2699 (0.2823) loss_cl: -0.2788 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [17:26:02.347561] Epoch: [279] [1620/2904] eta: 0:16:12 lr: 0.001858 loss: 0.1821 (0.1921) loss_rec_all: 0.2080 (0.2181) loss_rec_sfr: 0.2671 (0.2825) loss_cl: -0.2790 (-0.2789) time: 0.7466 data: 0.0002 max mem: 29860 [17:26:17.273081] Epoch: [279] [1640/2904] eta: 0:15:57 lr: 0.001858 loss: 0.1805 (0.1921) loss_rec_all: 0.2066 (0.2180) loss_rec_sfr: 0.2454 (0.2822) loss_cl: -0.2799 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [17:26:32.202364] Epoch: [279] [1660/2904] eta: 0:15:41 lr: 0.001858 loss: 0.1855 (0.1922) loss_rec_all: 0.2115 (0.2181) loss_rec_sfr: 0.2692 (0.2825) loss_cl: -0.2799 (-0.2789) time: 0.7464 data: 0.0003 max mem: 29860 [17:26:47.136975] Epoch: [279] [1680/2904] eta: 0:15:26 lr: 0.001858 loss: 0.1834 (0.1922) loss_rec_all: 0.2101 (0.2181) loss_rec_sfr: 0.2610 (0.2825) loss_cl: -0.2792 (-0.2789) time: 0.7467 data: 0.0002 max mem: 29860 [17:27:02.059833] Epoch: [279] [1700/2904] eta: 0:15:11 lr: 0.001858 loss: 0.1861 (0.1923) loss_rec_all: 0.2119 (0.2182) loss_rec_sfr: 0.2735 (0.2827) loss_cl: -0.2783 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [17:27:16.988939] Epoch: [279] [1720/2904] eta: 0:14:55 lr: 0.001858 loss: 0.1811 (0.1922) loss_rec_all: 0.2070 (0.2181) loss_rec_sfr: 0.2621 (0.2824) loss_cl: -0.2783 (-0.2789) time: 0.7464 data: 0.0003 max mem: 29860 [17:27:31.910878] Epoch: [279] [1740/2904] eta: 0:14:40 lr: 0.001858 loss: 0.1792 (0.1922) loss_rec_all: 0.2051 (0.2181) loss_rec_sfr: 0.2653 (0.2825) loss_cl: -0.2784 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [17:27:46.825505] Epoch: [279] [1760/2904] eta: 0:14:25 lr: 0.001858 loss: 0.1766 (0.1922) loss_rec_all: 0.2031 (0.2181) loss_rec_sfr: 0.2279 (0.2824) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [17:28:01.745451] Epoch: [279] [1780/2904] eta: 0:14:10 lr: 0.001858 loss: 0.1834 (0.1922) loss_rec_all: 0.2095 (0.2181) loss_rec_sfr: 0.2598 (0.2824) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [17:28:16.663300] Epoch: [279] [1800/2904] eta: 0:13:54 lr: 0.001858 loss: 0.1786 (0.1921) loss_rec_all: 0.2046 (0.2180) loss_rec_sfr: 0.2682 (0.2823) loss_cl: -0.2792 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [17:28:31.580388] Epoch: [279] [1820/2904] eta: 0:13:39 lr: 0.001858 loss: 0.1831 (0.1921) loss_rec_all: 0.2091 (0.2180) loss_rec_sfr: 0.2624 (0.2823) loss_cl: -0.2791 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [17:28:46.508161] Epoch: [279] [1840/2904] eta: 0:13:24 lr: 0.001858 loss: 0.1777 (0.1920) loss_rec_all: 0.2037 (0.2179) loss_rec_sfr: 0.2564 (0.2821) loss_cl: -0.2782 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [17:29:01.430317] Epoch: [279] [1860/2904] eta: 0:13:09 lr: 0.001858 loss: 0.1846 (0.1921) loss_rec_all: 0.2107 (0.2180) loss_rec_sfr: 0.2646 (0.2823) loss_cl: -0.2777 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [17:29:16.354687] Epoch: [279] [1880/2904] eta: 0:12:53 lr: 0.001858 loss: 0.1833 (0.1921) loss_rec_all: 0.2093 (0.2180) loss_rec_sfr: 0.2641 (0.2825) loss_cl: -0.2786 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [17:29:31.275452] Epoch: [279] [1900/2904] eta: 0:12:38 lr: 0.001858 loss: 0.1819 (0.1920) loss_rec_all: 0.2081 (0.2179) loss_rec_sfr: 0.2641 (0.2822) loss_cl: -0.2799 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [17:29:46.194585] Epoch: [279] [1920/2904] eta: 0:12:23 lr: 0.001858 loss: 0.1834 (0.1920) loss_rec_all: 0.2093 (0.2179) loss_rec_sfr: 0.2693 (0.2822) loss_cl: -0.2794 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [17:30:01.115257] Epoch: [279] [1940/2904] eta: 0:12:08 lr: 0.001858 loss: 0.1813 (0.1920) loss_rec_all: 0.2079 (0.2179) loss_rec_sfr: 0.2654 (0.2820) loss_cl: -0.2792 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [17:30:16.032823] Epoch: [279] [1960/2904] eta: 0:11:53 lr: 0.001858 loss: 0.1818 (0.1920) loss_rec_all: 0.2079 (0.2180) loss_rec_sfr: 0.2595 (0.2821) loss_cl: -0.2786 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [17:30:30.946193] Epoch: [279] [1980/2904] eta: 0:11:37 lr: 0.001858 loss: 0.1815 (0.1920) loss_rec_all: 0.2080 (0.2179) loss_rec_sfr: 0.2428 (0.2818) loss_cl: -0.2790 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [17:30:45.861357] Epoch: [279] [2000/2904] eta: 0:11:22 lr: 0.001858 loss: 0.1819 (0.1919) loss_rec_all: 0.2083 (0.2178) loss_rec_sfr: 0.2677 (0.2817) loss_cl: -0.2797 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [17:31:00.776335] Epoch: [279] [2020/2904] eta: 0:11:07 lr: 0.001858 loss: 0.1826 (0.1919) loss_rec_all: 0.2084 (0.2178) loss_rec_sfr: 0.2590 (0.2816) loss_cl: -0.2782 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [17:31:15.692724] Epoch: [279] [2040/2904] eta: 0:10:52 lr: 0.001858 loss: 0.1847 (0.1919) loss_rec_all: 0.2106 (0.2179) loss_rec_sfr: 0.2676 (0.2817) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [17:31:30.612222] Epoch: [279] [2060/2904] eta: 0:10:37 lr: 0.001858 loss: 0.1866 (0.1920) loss_rec_all: 0.2125 (0.2179) loss_rec_sfr: 0.2660 (0.2816) loss_cl: -0.2790 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [17:31:45.530298] Epoch: [279] [2080/2904] eta: 0:10:21 lr: 0.001858 loss: 0.1816 (0.1919) loss_rec_all: 0.2080 (0.2179) loss_rec_sfr: 0.2493 (0.2814) loss_cl: -0.2793 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [17:32:00.456365] Epoch: [279] [2100/2904] eta: 0:10:06 lr: 0.001857 loss: 0.1877 (0.1920) loss_rec_all: 0.2139 (0.2179) loss_rec_sfr: 0.2619 (0.2814) loss_cl: -0.2795 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [17:32:15.378831] Epoch: [279] [2120/2904] eta: 0:09:51 lr: 0.001857 loss: 0.1812 (0.1920) loss_rec_all: 0.2074 (0.2179) loss_rec_sfr: 0.2606 (0.2812) loss_cl: -0.2790 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [17:32:30.297212] Epoch: [279] [2140/2904] eta: 0:09:36 lr: 0.001857 loss: 0.1843 (0.1919) loss_rec_all: 0.2100 (0.2178) loss_rec_sfr: 0.2637 (0.2811) loss_cl: -0.2790 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [17:32:45.220049] Epoch: [279] [2160/2904] eta: 0:09:21 lr: 0.001857 loss: 0.1836 (0.1919) loss_rec_all: 0.2101 (0.2178) loss_rec_sfr: 0.2738 (0.2811) loss_cl: -0.2787 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [17:33:00.139087] Epoch: [279] [2180/2904] eta: 0:09:06 lr: 0.001857 loss: 0.1806 (0.1919) loss_rec_all: 0.2069 (0.2178) loss_rec_sfr: 0.2598 (0.2811) loss_cl: -0.2788 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [17:33:15.052759] Epoch: [279] [2200/2904] eta: 0:08:51 lr: 0.001857 loss: 0.1811 (0.1919) loss_rec_all: 0.2071 (0.2178) loss_rec_sfr: 0.2281 (0.2810) loss_cl: -0.2796 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [17:33:29.973253] Epoch: [279] [2220/2904] eta: 0:08:35 lr: 0.001857 loss: 0.1816 (0.1919) loss_rec_all: 0.2081 (0.2178) loss_rec_sfr: 0.2471 (0.2809) loss_cl: -0.2795 (-0.2789) time: 0.7459 data: 0.0003 max mem: 29860 [17:33:44.890082] Epoch: [279] [2240/2904] eta: 0:08:20 lr: 0.001857 loss: 0.1821 (0.1919) loss_rec_all: 0.2083 (0.2178) loss_rec_sfr: 0.2691 (0.2809) loss_cl: -0.2786 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [17:33:59.809601] Epoch: [279] [2260/2904] eta: 0:08:05 lr: 0.001857 loss: 0.1789 (0.1918) loss_rec_all: 0.2053 (0.2178) loss_rec_sfr: 0.2639 (0.2809) loss_cl: -0.2789 (-0.2789) time: 0.7459 data: 0.0004 max mem: 29860 [17:34:14.729411] Epoch: [279] [2280/2904] eta: 0:07:50 lr: 0.001857 loss: 0.1892 (0.1920) loss_rec_all: 0.2153 (0.2179) loss_rec_sfr: 0.2684 (0.2812) loss_cl: -0.2789 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [17:34:29.649967] Epoch: [279] [2300/2904] eta: 0:07:35 lr: 0.001857 loss: 0.1814 (0.1919) loss_rec_all: 0.2073 (0.2179) loss_rec_sfr: 0.2559 (0.2811) loss_cl: -0.2785 (-0.2789) time: 0.7459 data: 0.0003 max mem: 29860 [17:34:44.567089] Epoch: [279] [2320/2904] eta: 0:07:20 lr: 0.001857 loss: 0.1804 (0.1919) loss_rec_all: 0.2063 (0.2178) loss_rec_sfr: 0.2203 (0.2807) loss_cl: -0.2788 (-0.2789) time: 0.7458 data: 0.0003 max mem: 29860 [17:34:59.481798] Epoch: [279] [2340/2904] eta: 0:07:05 lr: 0.001857 loss: 0.1824 (0.1918) loss_rec_all: 0.2081 (0.2178) loss_rec_sfr: 0.2669 (0.2806) loss_cl: -0.2785 (-0.2789) time: 0.7457 data: 0.0004 max mem: 29860 [17:35:14.393756] Epoch: [279] [2360/2904] eta: 0:06:50 lr: 0.001857 loss: 0.1851 (0.1919) loss_rec_all: 0.2114 (0.2179) loss_rec_sfr: 0.2772 (0.2810) loss_cl: -0.2784 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [17:35:29.310270] Epoch: [279] [2380/2904] eta: 0:06:34 lr: 0.001857 loss: 0.1835 (0.1920) loss_rec_all: 0.2095 (0.2179) loss_rec_sfr: 0.2668 (0.2811) loss_cl: -0.2795 (-0.2789) time: 0.7458 data: 0.0003 max mem: 29860 [17:35:44.235828] Epoch: [279] [2400/2904] eta: 0:06:19 lr: 0.001857 loss: 0.1837 (0.1919) loss_rec_all: 0.2096 (0.2179) loss_rec_sfr: 0.2532 (0.2809) loss_cl: -0.2799 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [17:35:59.155639] Epoch: [279] [2420/2904] eta: 0:06:04 lr: 0.001857 loss: 0.1805 (0.1919) loss_rec_all: 0.2069 (0.2178) loss_rec_sfr: 0.2699 (0.2807) loss_cl: -0.2794 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [17:36:14.079170] Epoch: [279] [2440/2904] eta: 0:05:49 lr: 0.001857 loss: 0.1830 (0.1919) loss_rec_all: 0.2089 (0.2178) loss_rec_sfr: 0.2731 (0.2809) loss_cl: -0.2779 (-0.2789) time: 0.7461 data: 0.0003 max mem: 29860 [17:36:28.992909] Epoch: [279] [2460/2904] eta: 0:05:34 lr: 0.001857 loss: 0.1824 (0.1920) loss_rec_all: 0.2082 (0.2179) loss_rec_sfr: 0.2635 (0.2810) loss_cl: -0.2777 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [17:36:43.913479] Epoch: [279] [2480/2904] eta: 0:05:19 lr: 0.001857 loss: 0.1814 (0.1919) loss_rec_all: 0.2077 (0.2178) loss_rec_sfr: 0.2617 (0.2808) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [17:36:58.829242] Epoch: [279] [2500/2904] eta: 0:05:04 lr: 0.001857 loss: 0.1797 (0.1919) loss_rec_all: 0.2059 (0.2178) loss_rec_sfr: 0.2692 (0.2808) loss_cl: -0.2795 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [17:37:13.746761] Epoch: [279] [2520/2904] eta: 0:04:49 lr: 0.001857 loss: 0.1819 (0.1919) loss_rec_all: 0.2082 (0.2178) loss_rec_sfr: 0.2674 (0.2809) loss_cl: -0.2801 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [17:37:28.676363] Epoch: [279] [2540/2904] eta: 0:04:34 lr: 0.001857 loss: 0.1826 (0.1919) loss_rec_all: 0.2087 (0.2178) loss_rec_sfr: 0.2676 (0.2809) loss_cl: -0.2788 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [17:37:43.595696] Epoch: [279] [2560/2904] eta: 0:04:19 lr: 0.001857 loss: 0.1813 (0.1920) loss_rec_all: 0.2073 (0.2179) loss_rec_sfr: 0.2687 (0.2812) loss_cl: -0.2783 (-0.2788) time: 0.7459 data: 0.0004 max mem: 29860 [17:37:58.518062] Epoch: [279] [2580/2904] eta: 0:04:04 lr: 0.001857 loss: 0.1798 (0.1920) loss_rec_all: 0.2064 (0.2179) loss_rec_sfr: 0.2203 (0.2810) loss_cl: -0.2790 (-0.2789) time: 0.7461 data: 0.0003 max mem: 29860 [17:38:13.432093] Epoch: [279] [2600/2904] eta: 0:03:48 lr: 0.001857 loss: 0.1810 (0.1919) loss_rec_all: 0.2073 (0.2178) loss_rec_sfr: 0.2590 (0.2808) loss_cl: -0.2798 (-0.2789) time: 0.7457 data: 0.0003 max mem: 29860 [17:38:28.341163] Epoch: [279] [2620/2904] eta: 0:03:33 lr: 0.001857 loss: 0.1834 (0.1919) loss_rec_all: 0.2093 (0.2178) loss_rec_sfr: 0.2728 (0.2808) loss_cl: -0.2795 (-0.2789) time: 0.7454 data: 0.0003 max mem: 29860 [17:38:43.262894] Epoch: [279] [2640/2904] eta: 0:03:18 lr: 0.001857 loss: 0.1829 (0.1919) loss_rec_all: 0.2090 (0.2178) loss_rec_sfr: 0.2680 (0.2810) loss_cl: -0.2798 (-0.2789) time: 0.7460 data: 0.0003 max mem: 29860 [17:38:58.185244] Epoch: [279] [2660/2904] eta: 0:03:03 lr: 0.001857 loss: 0.1831 (0.1919) loss_rec_all: 0.2093 (0.2178) loss_rec_sfr: 0.2526 (0.2808) loss_cl: -0.2782 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [17:39:13.106718] Epoch: [279] [2680/2904] eta: 0:02:48 lr: 0.001857 loss: 0.1816 (0.1919) loss_rec_all: 0.2082 (0.2178) loss_rec_sfr: 0.2698 (0.2808) loss_cl: -0.2782 (-0.2789) time: 0.7460 data: 0.0003 max mem: 29860 [17:39:28.044488] Epoch: [279] [2700/2904] eta: 0:02:33 lr: 0.001857 loss: 0.1800 (0.1919) loss_rec_all: 0.2063 (0.2178) loss_rec_sfr: 0.2622 (0.2809) loss_cl: -0.2787 (-0.2789) time: 0.7468 data: 0.0002 max mem: 29860 [17:39:42.973439] Epoch: [279] [2720/2904] eta: 0:02:18 lr: 0.001857 loss: 0.1812 (0.1919) loss_rec_all: 0.2073 (0.2178) loss_rec_sfr: 0.2593 (0.2809) loss_cl: -0.2805 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [17:39:57.903880] Epoch: [279] [2740/2904] eta: 0:02:03 lr: 0.001857 loss: 0.1836 (0.1919) loss_rec_all: 0.2097 (0.2178) loss_rec_sfr: 0.2666 (0.2809) loss_cl: -0.2796 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [17:40:12.819464] Epoch: [279] [2760/2904] eta: 0:01:48 lr: 0.001857 loss: 0.1814 (0.1919) loss_rec_all: 0.2079 (0.2178) loss_rec_sfr: 0.2647 (0.2808) loss_cl: -0.2796 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [17:40:27.735983] Epoch: [279] [2780/2904] eta: 0:01:33 lr: 0.001857 loss: 0.1909 (0.1919) loss_rec_all: 0.2171 (0.2178) loss_rec_sfr: 0.2679 (0.2810) loss_cl: -0.2781 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [17:40:42.651005] Epoch: [279] [2800/2904] eta: 0:01:18 lr: 0.001856 loss: 0.1800 (0.1919) loss_rec_all: 0.2059 (0.2178) loss_rec_sfr: 0.2606 (0.2809) loss_cl: -0.2786 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [17:40:57.566895] Epoch: [279] [2820/2904] eta: 0:01:03 lr: 0.001856 loss: 0.1838 (0.1919) loss_rec_all: 0.2100 (0.2178) loss_rec_sfr: 0.2663 (0.2808) loss_cl: -0.2790 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [17:41:12.520110] Epoch: [279] [2840/2904] eta: 0:00:48 lr: 0.001856 loss: 0.1803 (0.1918) loss_rec_all: 0.2062 (0.2177) loss_rec_sfr: 0.2544 (0.2807) loss_cl: -0.2782 (-0.2789) time: 0.7476 data: 0.0025 max mem: 29860 [17:41:27.416453] Epoch: [279] [2860/2904] eta: 0:00:33 lr: 0.001856 loss: 0.1863 (0.1918) loss_rec_all: 0.2127 (0.2178) loss_rec_sfr: 0.2560 (0.2807) loss_cl: -0.2800 (-0.2789) time: 0.7448 data: 0.0002 max mem: 29860 [17:41:42.308343] Epoch: [279] [2880/2904] eta: 0:00:18 lr: 0.001856 loss: 0.1785 (0.1918) loss_rec_all: 0.2045 (0.2177) loss_rec_sfr: 0.2591 (0.2805) loss_cl: -0.2786 (-0.2789) time: 0.7445 data: 0.0001 max mem: 29860 [17:41:57.210299] Epoch: [279] [2900/2904] eta: 0:00:03 lr: 0.001856 loss: 0.1842 (0.1918) loss_rec_all: 0.2104 (0.2177) loss_rec_sfr: 0.2705 (0.2807) loss_cl: -0.2784 (-0.2789) time: 0.7450 data: 0.0001 max mem: 29860 [17:41:59.450311] Epoch: [279] [2903/2904] eta: 0:00:00 lr: 0.001856 loss: 0.1821 (0.1918) loss_rec_all: 0.2083 (0.2177) loss_rec_sfr: 0.2692 (0.2806) loss_cl: -0.2784 (-0.2789) time: 0.7449 data: 0.0001 max mem: 29860 [17:42:01.660385] Epoch: [279] Total time: 0:36:27 (0.7531 s / it) [17:42:01.661315] Averaged stats: lr: 0.001856 loss: 0.1821 (0.1945) loss_rec_all: 0.2083 (0.2181) loss_rec_sfr: 0.2692 (0.2817) loss_cl: -0.2784 (-0.2556) [17:42:01.676570] log_dir: ./checkpoint/VF2_ViT-B [17:42:19.026116] Epoch: [280] [ 0/2904] eta: 13:59:39 lr: 0.001856 loss: 0.1820 (0.1820) loss_rec_all: 0.2084 (0.2084) loss_rec_sfr: 0.2236 (0.2236) loss_cl: -0.2799 (-0.2799) time: 17.3482 data: 16.6163 max mem: 29860 [17:42:36.359315] Epoch: [280] [ 20/2904] eta: 1:19:22 lr: 0.001856 loss: 0.1798 (0.1865) loss_rec_all: 0.2061 (0.2126) loss_rec_sfr: 0.2596 (0.2629) loss_cl: -0.2793 (-0.2792) time: 0.8666 data: 0.0002 max mem: 29860 [17:42:51.239931] Epoch: [280] [ 40/2904] eta: 0:57:41 lr: 0.001856 loss: 0.1823 (0.1881) loss_rec_all: 0.2088 (0.2142) loss_rec_sfr: 0.2668 (0.2684) loss_cl: -0.2797 (-0.2795) time: 0.7440 data: 0.0002 max mem: 29860 [17:43:06.135337] Epoch: [280] [ 60/2904] eta: 0:50:05 lr: 0.001856 loss: 0.1831 (0.1871) loss_rec_all: 0.2092 (0.2132) loss_rec_sfr: 0.2564 (0.2643) loss_cl: -0.2798 (-0.2796) time: 0.7447 data: 0.0002 max mem: 29860 [17:43:21.028465] Epoch: [280] [ 80/2904] eta: 0:46:06 lr: 0.001856 loss: 0.1761 (0.1872) loss_rec_all: 0.2026 (0.2133) loss_rec_sfr: 0.2547 (0.2650) loss_cl: -0.2782 (-0.2792) time: 0.7446 data: 0.0002 max mem: 29860 [17:43:35.927264] Epoch: [280] [ 100/2904] eta: 0:43:36 lr: 0.001856 loss: 0.1797 (0.1875) loss_rec_all: 0.2062 (0.2135) loss_rec_sfr: 0.2206 (0.2649) loss_cl: -0.2787 (-0.2790) time: 0.7449 data: 0.0003 max mem: 29860 [17:43:50.858760] Epoch: [280] [ 120/2904] eta: 0:41:51 lr: 0.001856 loss: 0.1836 (0.1876) loss_rec_all: 0.2100 (0.2136) loss_rec_sfr: 0.2593 (0.2645) loss_cl: -0.2792 (-0.2791) time: 0.7465 data: 0.0003 max mem: 29860 [17:44:05.778345] Epoch: [280] [ 140/2904] eta: 0:40:32 lr: 0.001856 loss: 0.1845 (0.1892) loss_rec_all: 0.2107 (0.2152) loss_rec_sfr: 0.2686 (0.2704) loss_cl: -0.2783 (-0.2790) time: 0.7459 data: 0.0003 max mem: 29860 [17:44:20.724858] Epoch: [280] [ 160/2904] eta: 0:39:29 lr: 0.001856 loss: 0.1786 (0.1884) loss_rec_all: 0.2045 (0.2144) loss_rec_sfr: 0.2585 (0.2685) loss_cl: -0.2788 (-0.2789) time: 0.7473 data: 0.0003 max mem: 29860 [17:44:35.652146] Epoch: [280] [ 180/2904] eta: 0:38:37 lr: 0.001856 loss: 0.1840 (0.1893) loss_rec_all: 0.2104 (0.2153) loss_rec_sfr: 0.2620 (0.2711) loss_cl: -0.2791 (-0.2789) time: 0.7463 data: 0.0003 max mem: 29860 [17:44:50.580151] Epoch: [280] [ 200/2904] eta: 0:37:52 lr: 0.001856 loss: 0.1822 (0.1898) loss_rec_all: 0.2084 (0.2157) loss_rec_sfr: 0.2704 (0.2736) loss_cl: -0.2789 (-0.2790) time: 0.7464 data: 0.0003 max mem: 29860 [17:45:05.533761] Epoch: [280] [ 220/2904] eta: 0:37:12 lr: 0.001856 loss: 0.1796 (0.1897) loss_rec_all: 0.2059 (0.2157) loss_rec_sfr: 0.2567 (0.2734) loss_cl: -0.2793 (-0.2790) time: 0.7476 data: 0.0003 max mem: 29860 [17:45:20.448523] Epoch: [280] [ 240/2904] eta: 0:36:37 lr: 0.001856 loss: 0.1831 (0.1898) loss_rec_all: 0.2092 (0.2158) loss_rec_sfr: 0.2578 (0.2736) loss_cl: -0.2798 (-0.2790) time: 0.7457 data: 0.0002 max mem: 29860 [17:45:35.518809] Epoch: [280] [ 260/2904] eta: 0:36:06 lr: 0.001856 loss: 0.1770 (0.1894) loss_rec_all: 0.2035 (0.2154) loss_rec_sfr: 0.2256 (0.2719) loss_cl: -0.2787 (-0.2790) time: 0.7535 data: 0.0002 max mem: 29860 [17:45:50.437258] Epoch: [280] [ 280/2904] eta: 0:35:36 lr: 0.001856 loss: 0.1836 (0.1901) loss_rec_all: 0.2098 (0.2161) loss_rec_sfr: 0.2697 (0.2743) loss_cl: -0.2784 (-0.2790) time: 0.7459 data: 0.0002 max mem: 29860 [17:46:05.353820] Epoch: [280] [ 300/2904] eta: 0:35:07 lr: 0.001856 loss: 0.1816 (0.1905) loss_rec_all: 0.2080 (0.2164) loss_rec_sfr: 0.2606 (0.2751) loss_cl: -0.2777 (-0.2789) time: 0.7458 data: 0.0003 max mem: 29860 [17:46:20.281890] Epoch: [280] [ 320/2904] eta: 0:34:41 lr: 0.001856 loss: 0.1839 (0.1905) loss_rec_all: 0.2097 (0.2165) loss_rec_sfr: 0.2632 (0.2753) loss_cl: -0.2792 (-0.2789) time: 0.7464 data: 0.0003 max mem: 29860 [17:46:35.230354] Epoch: [280] [ 340/2904] eta: 0:34:16 lr: 0.001856 loss: 0.1844 (0.1912) loss_rec_all: 0.2109 (0.2171) loss_rec_sfr: 0.2652 (0.2772) loss_cl: -0.2794 (-0.2789) time: 0.7474 data: 0.0003 max mem: 29860 [17:46:50.158879] Epoch: [280] [ 360/2904] eta: 0:33:52 lr: 0.001856 loss: 0.1888 (0.1919) loss_rec_all: 0.2151 (0.2178) loss_rec_sfr: 0.2785 (0.2800) loss_cl: -0.2795 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [17:47:05.091510] Epoch: [280] [ 380/2904] eta: 0:33:29 lr: 0.001856 loss: 0.1813 (0.1918) loss_rec_all: 0.2076 (0.2178) loss_rec_sfr: 0.2472 (0.2792) loss_cl: -0.2786 (-0.2789) time: 0.7466 data: 0.0002 max mem: 29860 [17:47:20.024880] Epoch: [280] [ 400/2904] eta: 0:33:07 lr: 0.001856 loss: 0.1817 (0.1917) loss_rec_all: 0.2078 (0.2176) loss_rec_sfr: 0.2266 (0.2779) loss_cl: -0.2776 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [17:47:34.948343] Epoch: [280] [ 420/2904] eta: 0:32:46 lr: 0.001856 loss: 0.1858 (0.1923) loss_rec_all: 0.2116 (0.2182) loss_rec_sfr: 0.2726 (0.2799) loss_cl: -0.2781 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [17:47:49.867157] Epoch: [280] [ 440/2904] eta: 0:32:25 lr: 0.001856 loss: 0.1810 (0.1923) loss_rec_all: 0.2069 (0.2182) loss_rec_sfr: 0.2271 (0.2797) loss_cl: -0.2794 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [17:48:04.784192] Epoch: [280] [ 460/2904] eta: 0:32:04 lr: 0.001856 loss: 0.1851 (0.1925) loss_rec_all: 0.2113 (0.2185) loss_rec_sfr: 0.2704 (0.2805) loss_cl: -0.2801 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [17:48:19.704559] Epoch: [280] [ 480/2904] eta: 0:31:44 lr: 0.001856 loss: 0.1833 (0.1926) loss_rec_all: 0.2093 (0.2186) loss_rec_sfr: 0.2670 (0.2808) loss_cl: -0.2794 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [17:48:34.619701] Epoch: [280] [ 500/2904] eta: 0:31:25 lr: 0.001856 loss: 0.1868 (0.1924) loss_rec_all: 0.2126 (0.2184) loss_rec_sfr: 0.2654 (0.2800) loss_cl: -0.2787 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [17:48:49.524990] Epoch: [280] [ 520/2904] eta: 0:31:06 lr: 0.001856 loss: 0.1804 (0.1926) loss_rec_all: 0.2064 (0.2185) loss_rec_sfr: 0.2616 (0.2804) loss_cl: -0.2788 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [17:49:04.444809] Epoch: [280] [ 540/2904] eta: 0:30:47 lr: 0.001856 loss: 0.1820 (0.1923) loss_rec_all: 0.2082 (0.2183) loss_rec_sfr: 0.2282 (0.2790) loss_cl: -0.2790 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [17:49:19.367248] Epoch: [280] [ 560/2904] eta: 0:30:28 lr: 0.001856 loss: 0.1826 (0.1923) loss_rec_all: 0.2086 (0.2182) loss_rec_sfr: 0.2653 (0.2790) loss_cl: -0.2788 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [17:49:34.285893] Epoch: [280] [ 580/2904] eta: 0:30:10 lr: 0.001856 loss: 0.1818 (0.1924) loss_rec_all: 0.2082 (0.2183) loss_rec_sfr: 0.2676 (0.2797) loss_cl: -0.2797 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [17:49:49.202893] Epoch: [280] [ 600/2904] eta: 0:29:52 lr: 0.001855 loss: 0.1842 (0.1925) loss_rec_all: 0.2107 (0.2185) loss_rec_sfr: 0.2645 (0.2803) loss_cl: -0.2788 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [17:50:04.118726] Epoch: [280] [ 620/2904] eta: 0:29:34 lr: 0.001855 loss: 0.1820 (0.1924) loss_rec_all: 0.2082 (0.2183) loss_rec_sfr: 0.2688 (0.2800) loss_cl: -0.2779 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [17:50:19.030047] Epoch: [280] [ 640/2904] eta: 0:29:16 lr: 0.001855 loss: 0.1800 (0.1923) loss_rec_all: 0.2064 (0.2182) loss_rec_sfr: 0.2222 (0.2796) loss_cl: -0.2794 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [17:50:33.945209] Epoch: [280] [ 660/2904] eta: 0:28:58 lr: 0.001855 loss: 0.1801 (0.1921) loss_rec_all: 0.2067 (0.2181) loss_rec_sfr: 0.2625 (0.2795) loss_cl: -0.2792 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [17:50:48.852254] Epoch: [280] [ 680/2904] eta: 0:28:41 lr: 0.001855 loss: 0.1836 (0.1921) loss_rec_all: 0.2096 (0.2180) loss_rec_sfr: 0.2708 (0.2796) loss_cl: -0.2786 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [17:51:03.769877] Epoch: [280] [ 700/2904] eta: 0:28:24 lr: 0.001855 loss: 0.1837 (0.1922) loss_rec_all: 0.2095 (0.2181) loss_rec_sfr: 0.2560 (0.2795) loss_cl: -0.2786 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [17:51:18.683912] Epoch: [280] [ 720/2904] eta: 0:28:07 lr: 0.001855 loss: 0.1824 (0.1923) loss_rec_all: 0.2083 (0.2182) loss_rec_sfr: 0.2708 (0.2802) loss_cl: -0.2784 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [17:51:33.600699] Epoch: [280] [ 740/2904] eta: 0:27:50 lr: 0.001855 loss: 0.1848 (0.1925) loss_rec_all: 0.2110 (0.2184) loss_rec_sfr: 0.2669 (0.2809) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [17:51:48.517675] Epoch: [280] [ 760/2904] eta: 0:27:33 lr: 0.001855 loss: 0.1855 (0.1926) loss_rec_all: 0.2116 (0.2185) loss_rec_sfr: 0.2656 (0.2816) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [17:52:03.431455] Epoch: [280] [ 780/2904] eta: 0:27:16 lr: 0.001855 loss: 0.1820 (0.1928) loss_rec_all: 0.2085 (0.2187) loss_rec_sfr: 0.2688 (0.2824) loss_cl: -0.2794 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [17:52:18.344092] Epoch: [280] [ 800/2904] eta: 0:26:59 lr: 0.001855 loss: 0.1807 (0.1929) loss_rec_all: 0.2069 (0.2188) loss_rec_sfr: 0.2671 (0.2828) loss_cl: -0.2783 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [17:52:33.252368] Epoch: [280] [ 820/2904] eta: 0:26:43 lr: 0.001855 loss: 0.1837 (0.1929) loss_rec_all: 0.2096 (0.2188) loss_rec_sfr: 0.2657 (0.2829) loss_cl: -0.2780 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [17:52:48.165654] Epoch: [280] [ 840/2904] eta: 0:26:26 lr: 0.001855 loss: 0.1816 (0.1928) loss_rec_all: 0.2076 (0.2187) loss_rec_sfr: 0.2696 (0.2829) loss_cl: -0.2783 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [17:53:03.077527] Epoch: [280] [ 860/2904] eta: 0:26:10 lr: 0.001855 loss: 0.1809 (0.1927) loss_rec_all: 0.2069 (0.2186) loss_rec_sfr: 0.2731 (0.2825) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [17:53:17.993018] Epoch: [280] [ 880/2904] eta: 0:25:53 lr: 0.001855 loss: 0.1830 (0.1927) loss_rec_all: 0.2092 (0.2186) loss_rec_sfr: 0.2506 (0.2826) loss_cl: -0.2796 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [17:53:33.051192] Epoch: [280] [ 900/2904] eta: 0:25:37 lr: 0.001855 loss: 0.1850 (0.1928) loss_rec_all: 0.2112 (0.2187) loss_rec_sfr: 0.2661 (0.2830) loss_cl: -0.2790 (-0.2788) time: 0.7529 data: 0.0002 max mem: 29860 [17:53:47.959191] Epoch: [280] [ 920/2904] eta: 0:25:21 lr: 0.001855 loss: 0.1801 (0.1927) loss_rec_all: 0.2063 (0.2186) loss_rec_sfr: 0.2556 (0.2828) loss_cl: -0.2784 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [17:54:02.877925] Epoch: [280] [ 940/2904] eta: 0:25:05 lr: 0.001855 loss: 0.1773 (0.1926) loss_rec_all: 0.2039 (0.2185) loss_rec_sfr: 0.2602 (0.2823) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [17:54:17.795209] Epoch: [280] [ 960/2904] eta: 0:24:49 lr: 0.001855 loss: 0.1825 (0.1925) loss_rec_all: 0.2088 (0.2184) loss_rec_sfr: 0.2604 (0.2821) loss_cl: -0.2783 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [17:54:32.708625] Epoch: [280] [ 980/2904] eta: 0:24:32 lr: 0.001855 loss: 0.1813 (0.1926) loss_rec_all: 0.2074 (0.2185) loss_rec_sfr: 0.2668 (0.2823) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [17:54:47.620208] Epoch: [280] [1000/2904] eta: 0:24:16 lr: 0.001855 loss: 0.1804 (0.1924) loss_rec_all: 0.2064 (0.2184) loss_rec_sfr: 0.2668 (0.2820) loss_cl: -0.2793 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [17:55:02.529717] Epoch: [280] [1020/2904] eta: 0:24:00 lr: 0.001855 loss: 0.1897 (0.1926) loss_rec_all: 0.2158 (0.2185) loss_rec_sfr: 0.2604 (0.2824) loss_cl: -0.2792 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [17:55:17.439523] Epoch: [280] [1040/2904] eta: 0:23:44 lr: 0.001855 loss: 0.1864 (0.1928) loss_rec_all: 0.2125 (0.2187) loss_rec_sfr: 0.2677 (0.2832) loss_cl: -0.2793 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [17:55:32.351724] Epoch: [280] [1060/2904] eta: 0:23:28 lr: 0.001855 loss: 0.1808 (0.1927) loss_rec_all: 0.2066 (0.2186) loss_rec_sfr: 0.2576 (0.2829) loss_cl: -0.2772 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [17:55:47.261427] Epoch: [280] [1080/2904] eta: 0:23:12 lr: 0.001855 loss: 0.1874 (0.1929) loss_rec_all: 0.2131 (0.2188) loss_rec_sfr: 0.2832 (0.2839) loss_cl: -0.2779 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [17:56:02.171410] Epoch: [280] [1100/2904] eta: 0:22:57 lr: 0.001855 loss: 0.1847 (0.1929) loss_rec_all: 0.2105 (0.2188) loss_rec_sfr: 0.2648 (0.2837) loss_cl: -0.2783 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [17:56:17.085236] Epoch: [280] [1120/2904] eta: 0:22:41 lr: 0.001855 loss: 0.1820 (0.1928) loss_rec_all: 0.2085 (0.2187) loss_rec_sfr: 0.2642 (0.2833) loss_cl: -0.2801 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [17:56:31.998851] Epoch: [280] [1140/2904] eta: 0:22:25 lr: 0.001855 loss: 0.1801 (0.1928) loss_rec_all: 0.2061 (0.2187) loss_rec_sfr: 0.2676 (0.2834) loss_cl: -0.2799 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [17:56:46.914242] Epoch: [280] [1160/2904] eta: 0:22:09 lr: 0.001855 loss: 0.1834 (0.1929) loss_rec_all: 0.2094 (0.2188) loss_rec_sfr: 0.2569 (0.2835) loss_cl: -0.2784 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [17:57:01.831304] Epoch: [280] [1180/2904] eta: 0:21:53 lr: 0.001855 loss: 0.1824 (0.1928) loss_rec_all: 0.2084 (0.2187) loss_rec_sfr: 0.2346 (0.2832) loss_cl: -0.2782 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [17:57:16.737155] Epoch: [280] [1200/2904] eta: 0:21:38 lr: 0.001855 loss: 0.1762 (0.1926) loss_rec_all: 0.2026 (0.2185) loss_rec_sfr: 0.2686 (0.2828) loss_cl: -0.2792 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [17:57:31.640142] Epoch: [280] [1220/2904] eta: 0:21:22 lr: 0.001855 loss: 0.1880 (0.1927) loss_rec_all: 0.2139 (0.2186) loss_rec_sfr: 0.2715 (0.2828) loss_cl: -0.2786 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [17:57:46.573454] Epoch: [280] [1240/2904] eta: 0:21:06 lr: 0.001855 loss: 0.1836 (0.1927) loss_rec_all: 0.2097 (0.2186) loss_rec_sfr: 0.2743 (0.2832) loss_cl: -0.2788 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [17:58:01.514086] Epoch: [280] [1260/2904] eta: 0:20:51 lr: 0.001855 loss: 0.1875 (0.1928) loss_rec_all: 0.2138 (0.2187) loss_rec_sfr: 0.2709 (0.2833) loss_cl: -0.2791 (-0.2788) time: 0.7470 data: 0.0002 max mem: 29860 [17:58:16.454776] Epoch: [280] [1280/2904] eta: 0:20:35 lr: 0.001855 loss: 0.1838 (0.1928) loss_rec_all: 0.2098 (0.2187) loss_rec_sfr: 0.2639 (0.2835) loss_cl: -0.2783 (-0.2788) time: 0.7470 data: 0.0002 max mem: 29860 [17:58:31.390817] Epoch: [280] [1300/2904] eta: 0:20:20 lr: 0.001854 loss: 0.1852 (0.1928) loss_rec_all: 0.2109 (0.2187) loss_rec_sfr: 0.2660 (0.2835) loss_cl: -0.2790 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [17:58:46.300476] Epoch: [280] [1320/2904] eta: 0:20:04 lr: 0.001854 loss: 0.1813 (0.1927) loss_rec_all: 0.2078 (0.2186) loss_rec_sfr: 0.2283 (0.2831) loss_cl: -0.2796 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [17:59:01.208922] Epoch: [280] [1340/2904] eta: 0:19:49 lr: 0.001854 loss: 0.1818 (0.1927) loss_rec_all: 0.2081 (0.2186) loss_rec_sfr: 0.2667 (0.2831) loss_cl: -0.2793 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [17:59:16.121166] Epoch: [280] [1360/2904] eta: 0:19:33 lr: 0.001854 loss: 0.1835 (0.1926) loss_rec_all: 0.2097 (0.2186) loss_rec_sfr: 0.2517 (0.2827) loss_cl: -0.2794 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [17:59:31.049036] Epoch: [280] [1380/2904] eta: 0:19:17 lr: 0.001854 loss: 0.1797 (0.1926) loss_rec_all: 0.2064 (0.2185) loss_rec_sfr: 0.2292 (0.2825) loss_cl: -0.2791 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [17:59:45.967481] Epoch: [280] [1400/2904] eta: 0:19:02 lr: 0.001854 loss: 0.1904 (0.1929) loss_rec_all: 0.2164 (0.2188) loss_rec_sfr: 0.2731 (0.2833) loss_cl: -0.2783 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [18:00:00.896351] Epoch: [280] [1420/2904] eta: 0:18:47 lr: 0.001854 loss: 0.1815 (0.1928) loss_rec_all: 0.2073 (0.2187) loss_rec_sfr: 0.2611 (0.2830) loss_cl: -0.2782 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [18:00:15.850012] Epoch: [280] [1440/2904] eta: 0:18:31 lr: 0.001854 loss: 0.1856 (0.1929) loss_rec_all: 0.2116 (0.2188) loss_rec_sfr: 0.2806 (0.2834) loss_cl: -0.2788 (-0.2788) time: 0.7476 data: 0.0002 max mem: 29860 [18:00:30.781242] Epoch: [280] [1460/2904] eta: 0:18:16 lr: 0.001854 loss: 0.1803 (0.1930) loss_rec_all: 0.2065 (0.2189) loss_rec_sfr: 0.2703 (0.2836) loss_cl: -0.2792 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [18:00:45.709645] Epoch: [280] [1480/2904] eta: 0:18:00 lr: 0.001854 loss: 0.1799 (0.1929) loss_rec_all: 0.2061 (0.2188) loss_rec_sfr: 0.2641 (0.2835) loss_cl: -0.2791 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [18:01:00.633179] Epoch: [280] [1500/2904] eta: 0:17:45 lr: 0.001854 loss: 0.1806 (0.1929) loss_rec_all: 0.2066 (0.2188) loss_rec_sfr: 0.2639 (0.2834) loss_cl: -0.2787 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [18:01:15.573091] Epoch: [280] [1520/2904] eta: 0:17:29 lr: 0.001854 loss: 0.1843 (0.1929) loss_rec_all: 0.2102 (0.2187) loss_rec_sfr: 0.2607 (0.2834) loss_cl: -0.2785 (-0.2788) time: 0.7470 data: 0.0002 max mem: 29860 [18:01:30.522893] Epoch: [280] [1540/2904] eta: 0:17:14 lr: 0.001854 loss: 0.1811 (0.1928) loss_rec_all: 0.2070 (0.2187) loss_rec_sfr: 0.2592 (0.2832) loss_cl: -0.2782 (-0.2788) time: 0.7474 data: 0.0002 max mem: 29860 [18:01:45.453395] Epoch: [280] [1560/2904] eta: 0:16:59 lr: 0.001854 loss: 0.1838 (0.1927) loss_rec_all: 0.2099 (0.2186) loss_rec_sfr: 0.2579 (0.2828) loss_cl: -0.2793 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [18:02:00.378392] Epoch: [280] [1580/2904] eta: 0:16:43 lr: 0.001854 loss: 0.1823 (0.1926) loss_rec_all: 0.2084 (0.2185) loss_rec_sfr: 0.2668 (0.2826) loss_cl: -0.2794 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [18:02:15.300951] Epoch: [280] [1600/2904] eta: 0:16:28 lr: 0.001854 loss: 0.1816 (0.1925) loss_rec_all: 0.2077 (0.2184) loss_rec_sfr: 0.2565 (0.2820) loss_cl: -0.2789 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [18:02:30.223595] Epoch: [280] [1620/2904] eta: 0:16:13 lr: 0.001854 loss: 0.1841 (0.1926) loss_rec_all: 0.2105 (0.2185) loss_rec_sfr: 0.2635 (0.2824) loss_cl: -0.2788 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [18:02:45.145402] Epoch: [280] [1640/2904] eta: 0:15:57 lr: 0.001854 loss: 0.1820 (0.1926) loss_rec_all: 0.2084 (0.2185) loss_rec_sfr: 0.2736 (0.2827) loss_cl: -0.2793 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [18:03:00.074008] Epoch: [280] [1660/2904] eta: 0:15:42 lr: 0.001854 loss: 0.1801 (0.1926) loss_rec_all: 0.2063 (0.2185) loss_rec_sfr: 0.2703 (0.2826) loss_cl: -0.2792 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [18:03:14.991846] Epoch: [280] [1680/2904] eta: 0:15:27 lr: 0.001854 loss: 0.1789 (0.1925) loss_rec_all: 0.2051 (0.2184) loss_rec_sfr: 0.2676 (0.2825) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [18:03:29.913096] Epoch: [280] [1700/2904] eta: 0:15:11 lr: 0.001854 loss: 0.1800 (0.1925) loss_rec_all: 0.2060 (0.2184) loss_rec_sfr: 0.2297 (0.2824) loss_cl: -0.2792 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [18:03:44.835090] Epoch: [280] [1720/2904] eta: 0:14:56 lr: 0.001854 loss: 0.1816 (0.1925) loss_rec_all: 0.2076 (0.2185) loss_rec_sfr: 0.2685 (0.2825) loss_cl: -0.2796 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [18:03:59.758783] Epoch: [280] [1740/2904] eta: 0:14:41 lr: 0.001854 loss: 0.1809 (0.1925) loss_rec_all: 0.2068 (0.2184) loss_rec_sfr: 0.2709 (0.2827) loss_cl: -0.2786 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [18:04:14.683765] Epoch: [280] [1760/2904] eta: 0:14:25 lr: 0.001854 loss: 0.1824 (0.1926) loss_rec_all: 0.2084 (0.2185) loss_rec_sfr: 0.2593 (0.2828) loss_cl: -0.2787 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [18:04:29.609096] Epoch: [280] [1780/2904] eta: 0:14:10 lr: 0.001854 loss: 0.1803 (0.1925) loss_rec_all: 0.2064 (0.2184) loss_rec_sfr: 0.2552 (0.2827) loss_cl: -0.2794 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [18:04:44.534032] Epoch: [280] [1800/2904] eta: 0:13:55 lr: 0.001854 loss: 0.1831 (0.1926) loss_rec_all: 0.2086 (0.2185) loss_rec_sfr: 0.2599 (0.2830) loss_cl: -0.2780 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [18:04:59.457324] Epoch: [280] [1820/2904] eta: 0:13:40 lr: 0.001854 loss: 0.1795 (0.1926) loss_rec_all: 0.2056 (0.2185) loss_rec_sfr: 0.2643 (0.2829) loss_cl: -0.2788 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [18:05:14.381187] Epoch: [280] [1840/2904] eta: 0:13:24 lr: 0.001854 loss: 0.1866 (0.1926) loss_rec_all: 0.2128 (0.2185) loss_rec_sfr: 0.2767 (0.2833) loss_cl: -0.2787 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [18:05:29.314772] Epoch: [280] [1860/2904] eta: 0:13:09 lr: 0.001854 loss: 0.1845 (0.1927) loss_rec_all: 0.2105 (0.2186) loss_rec_sfr: 0.2590 (0.2833) loss_cl: -0.2793 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [18:05:44.234008] Epoch: [280] [1880/2904] eta: 0:12:54 lr: 0.001854 loss: 0.1835 (0.1927) loss_rec_all: 0.2093 (0.2186) loss_rec_sfr: 0.2691 (0.2835) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [18:05:59.156434] Epoch: [280] [1900/2904] eta: 0:12:39 lr: 0.001854 loss: 0.1767 (0.1927) loss_rec_all: 0.2026 (0.2186) loss_rec_sfr: 0.2609 (0.2834) loss_cl: -0.2783 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [18:06:14.077470] Epoch: [280] [1920/2904] eta: 0:12:23 lr: 0.001854 loss: 0.1847 (0.1927) loss_rec_all: 0.2104 (0.2186) loss_rec_sfr: 0.2742 (0.2837) loss_cl: -0.2782 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [18:06:28.992602] Epoch: [280] [1940/2904] eta: 0:12:08 lr: 0.001854 loss: 0.1831 (0.1927) loss_rec_all: 0.2091 (0.2186) loss_rec_sfr: 0.2599 (0.2836) loss_cl: -0.2784 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [18:06:43.907140] Epoch: [280] [1960/2904] eta: 0:11:53 lr: 0.001854 loss: 0.1785 (0.1927) loss_rec_all: 0.2051 (0.2186) loss_rec_sfr: 0.2560 (0.2835) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [18:06:58.819112] Epoch: [280] [1980/2904] eta: 0:11:38 lr: 0.001854 loss: 0.1805 (0.1926) loss_rec_all: 0.2064 (0.2185) loss_rec_sfr: 0.2576 (0.2834) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [18:07:13.732644] Epoch: [280] [2000/2904] eta: 0:11:23 lr: 0.001853 loss: 0.1812 (0.1926) loss_rec_all: 0.2073 (0.2185) loss_rec_sfr: 0.2575 (0.2833) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [18:07:28.659099] Epoch: [280] [2020/2904] eta: 0:11:07 lr: 0.001853 loss: 0.1834 (0.1927) loss_rec_all: 0.2097 (0.2186) loss_rec_sfr: 0.2528 (0.2833) loss_cl: -0.2787 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [18:07:43.577815] Epoch: [280] [2040/2904] eta: 0:10:52 lr: 0.001853 loss: 0.1852 (0.1927) loss_rec_all: 0.2112 (0.2186) loss_rec_sfr: 0.2669 (0.2836) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [18:07:58.499933] Epoch: [280] [2060/2904] eta: 0:10:37 lr: 0.001853 loss: 0.1807 (0.1927) loss_rec_all: 0.2069 (0.2186) loss_rec_sfr: 0.2574 (0.2834) loss_cl: -0.2788 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [18:08:13.431928] Epoch: [280] [2080/2904] eta: 0:10:22 lr: 0.001853 loss: 0.1817 (0.1927) loss_rec_all: 0.2081 (0.2186) loss_rec_sfr: 0.2461 (0.2834) loss_cl: -0.2782 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [18:08:28.353361] Epoch: [280] [2100/2904] eta: 0:10:07 lr: 0.001853 loss: 0.1830 (0.1927) loss_rec_all: 0.2092 (0.2186) loss_rec_sfr: 0.2592 (0.2833) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [18:08:43.271835] Epoch: [280] [2120/2904] eta: 0:09:51 lr: 0.001853 loss: 0.1812 (0.1926) loss_rec_all: 0.2076 (0.2185) loss_rec_sfr: 0.2662 (0.2831) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [18:08:58.195078] Epoch: [280] [2140/2904] eta: 0:09:36 lr: 0.001853 loss: 0.1795 (0.1926) loss_rec_all: 0.2053 (0.2185) loss_rec_sfr: 0.2700 (0.2830) loss_cl: -0.2783 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [18:09:13.120103] Epoch: [280] [2160/2904] eta: 0:09:21 lr: 0.001853 loss: 0.1856 (0.1926) loss_rec_all: 0.2116 (0.2185) loss_rec_sfr: 0.2692 (0.2832) loss_cl: -0.2795 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [18:09:28.041704] Epoch: [280] [2180/2904] eta: 0:09:06 lr: 0.001853 loss: 0.1836 (0.1926) loss_rec_all: 0.2097 (0.2185) loss_rec_sfr: 0.2622 (0.2833) loss_cl: -0.2797 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [18:09:42.984963] Epoch: [280] [2200/2904] eta: 0:08:51 lr: 0.001853 loss: 0.1849 (0.1927) loss_rec_all: 0.2111 (0.2186) loss_rec_sfr: 0.2636 (0.2833) loss_cl: -0.2789 (-0.2788) time: 0.7471 data: 0.0002 max mem: 29860 [18:09:57.926140] Epoch: [280] [2220/2904] eta: 0:08:36 lr: 0.001853 loss: 0.1920 (0.1928) loss_rec_all: 0.2182 (0.2187) loss_rec_sfr: 0.2761 (0.2838) loss_cl: -0.2782 (-0.2788) time: 0.7470 data: 0.0002 max mem: 29860 [18:10:12.847180] Epoch: [280] [2240/2904] eta: 0:08:21 lr: 0.001853 loss: 0.1847 (0.1928) loss_rec_all: 0.2107 (0.2187) loss_rec_sfr: 0.2717 (0.2839) loss_cl: -0.2778 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [18:10:27.764893] Epoch: [280] [2260/2904] eta: 0:08:05 lr: 0.001853 loss: 0.1815 (0.1928) loss_rec_all: 0.2077 (0.2187) loss_rec_sfr: 0.2617 (0.2840) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [18:10:42.689992] Epoch: [280] [2280/2904] eta: 0:07:50 lr: 0.001853 loss: 0.1793 (0.1927) loss_rec_all: 0.2056 (0.2186) loss_rec_sfr: 0.2577 (0.2837) loss_cl: -0.2792 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [18:10:57.606887] Epoch: [280] [2300/2904] eta: 0:07:35 lr: 0.001853 loss: 0.1819 (0.1927) loss_rec_all: 0.2079 (0.2186) loss_rec_sfr: 0.2665 (0.2838) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [18:11:12.526982] Epoch: [280] [2320/2904] eta: 0:07:20 lr: 0.001853 loss: 0.1833 (0.1926) loss_rec_all: 0.2093 (0.2185) loss_rec_sfr: 0.2559 (0.2836) loss_cl: -0.2794 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [18:11:27.451659] Epoch: [280] [2340/2904] eta: 0:07:05 lr: 0.001853 loss: 0.1850 (0.1927) loss_rec_all: 0.2114 (0.2186) loss_rec_sfr: 0.2557 (0.2836) loss_cl: -0.2794 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [18:11:42.373001] Epoch: [280] [2360/2904] eta: 0:06:50 lr: 0.001853 loss: 0.1835 (0.1927) loss_rec_all: 0.2096 (0.2186) loss_rec_sfr: 0.2725 (0.2838) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [18:11:57.299035] Epoch: [280] [2380/2904] eta: 0:06:35 lr: 0.001853 loss: 0.1804 (0.1927) loss_rec_all: 0.2065 (0.2185) loss_rec_sfr: 0.2594 (0.2836) loss_cl: -0.2781 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [18:12:12.221129] Epoch: [280] [2400/2904] eta: 0:06:20 lr: 0.001853 loss: 0.1841 (0.1927) loss_rec_all: 0.2104 (0.2186) loss_rec_sfr: 0.2610 (0.2837) loss_cl: -0.2794 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [18:12:27.132356] Epoch: [280] [2420/2904] eta: 0:06:04 lr: 0.001853 loss: 0.1807 (0.1926) loss_rec_all: 0.2067 (0.2185) loss_rec_sfr: 0.2617 (0.2835) loss_cl: -0.2784 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [18:12:42.041813] Epoch: [280] [2440/2904] eta: 0:05:49 lr: 0.001853 loss: 0.1848 (0.1926) loss_rec_all: 0.2106 (0.2185) loss_rec_sfr: 0.2617 (0.2835) loss_cl: -0.2777 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [18:12:56.950195] Epoch: [280] [2460/2904] eta: 0:05:34 lr: 0.001853 loss: 0.1821 (0.1926) loss_rec_all: 0.2080 (0.2185) loss_rec_sfr: 0.2455 (0.2833) loss_cl: -0.2786 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [18:13:11.861545] Epoch: [280] [2480/2904] eta: 0:05:19 lr: 0.001853 loss: 0.1860 (0.1927) loss_rec_all: 0.2121 (0.2186) loss_rec_sfr: 0.2646 (0.2834) loss_cl: -0.2801 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [18:13:26.770840] Epoch: [280] [2500/2904] eta: 0:05:04 lr: 0.001853 loss: 0.1807 (0.1927) loss_rec_all: 0.2067 (0.2186) loss_rec_sfr: 0.2693 (0.2834) loss_cl: -0.2795 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [18:13:41.677300] Epoch: [280] [2520/2904] eta: 0:04:49 lr: 0.001853 loss: 0.1847 (0.1927) loss_rec_all: 0.2107 (0.2186) loss_rec_sfr: 0.2660 (0.2835) loss_cl: -0.2788 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [18:13:56.589608] Epoch: [280] [2540/2904] eta: 0:04:34 lr: 0.001853 loss: 0.1884 (0.1927) loss_rec_all: 0.2144 (0.2186) loss_rec_sfr: 0.2591 (0.2835) loss_cl: -0.2793 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [18:14:11.501906] Epoch: [280] [2560/2904] eta: 0:04:19 lr: 0.001853 loss: 0.1829 (0.1927) loss_rec_all: 0.2088 (0.2186) loss_rec_sfr: 0.2617 (0.2835) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [18:14:26.400492] Epoch: [280] [2580/2904] eta: 0:04:04 lr: 0.001853 loss: 0.1859 (0.1928) loss_rec_all: 0.2120 (0.2187) loss_rec_sfr: 0.2770 (0.2837) loss_cl: -0.2780 (-0.2788) time: 0.7449 data: 0.0002 max mem: 29860 [18:14:41.304828] Epoch: [280] [2600/2904] eta: 0:03:49 lr: 0.001853 loss: 0.1823 (0.1928) loss_rec_all: 0.2083 (0.2187) loss_rec_sfr: 0.2608 (0.2837) loss_cl: -0.2793 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [18:14:56.215156] Epoch: [280] [2620/2904] eta: 0:03:33 lr: 0.001853 loss: 0.1824 (0.1928) loss_rec_all: 0.2087 (0.2187) loss_rec_sfr: 0.2588 (0.2839) loss_cl: -0.2794 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [18:15:11.123887] Epoch: [280] [2640/2904] eta: 0:03:18 lr: 0.001853 loss: 0.1791 (0.1928) loss_rec_all: 0.2051 (0.2187) loss_rec_sfr: 0.2569 (0.2836) loss_cl: -0.2785 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [18:15:26.044507] Epoch: [280] [2660/2904] eta: 0:03:03 lr: 0.001853 loss: 0.1821 (0.1927) loss_rec_all: 0.2079 (0.2186) loss_rec_sfr: 0.2621 (0.2836) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [18:15:40.956936] Epoch: [280] [2680/2904] eta: 0:02:48 lr: 0.001853 loss: 0.1800 (0.1927) loss_rec_all: 0.2062 (0.2186) loss_rec_sfr: 0.2626 (0.2835) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [18:15:55.867372] Epoch: [280] [2700/2904] eta: 0:02:33 lr: 0.001852 loss: 0.1824 (0.1927) loss_rec_all: 0.2087 (0.2186) loss_rec_sfr: 0.2590 (0.2834) loss_cl: -0.2783 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [18:16:10.778598] Epoch: [280] [2720/2904] eta: 0:02:18 lr: 0.001852 loss: 0.1906 (0.1927) loss_rec_all: 0.2164 (0.2186) loss_rec_sfr: 0.2631 (0.2834) loss_cl: -0.2781 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [18:16:25.686431] Epoch: [280] [2740/2904] eta: 0:02:03 lr: 0.001852 loss: 0.1903 (0.1928) loss_rec_all: 0.2163 (0.2187) loss_rec_sfr: 0.2693 (0.2837) loss_cl: -0.2792 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [18:16:40.594552] Epoch: [280] [2760/2904] eta: 0:01:48 lr: 0.001852 loss: 0.1802 (0.1927) loss_rec_all: 0.2065 (0.2186) loss_rec_sfr: 0.2245 (0.2835) loss_cl: -0.2793 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [18:16:55.514291] Epoch: [280] [2780/2904] eta: 0:01:33 lr: 0.001852 loss: 0.1780 (0.1928) loss_rec_all: 0.2045 (0.2187) loss_rec_sfr: 0.2358 (0.2835) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [18:17:10.441625] Epoch: [280] [2800/2904] eta: 0:01:18 lr: 0.001852 loss: 0.1812 (0.1927) loss_rec_all: 0.2073 (0.2186) loss_rec_sfr: 0.2297 (0.2832) loss_cl: -0.2793 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [18:17:25.370848] Epoch: [280] [2820/2904] eta: 0:01:03 lr: 0.001852 loss: 0.1798 (0.1927) loss_rec_all: 0.2060 (0.2186) loss_rec_sfr: 0.2595 (0.2831) loss_cl: -0.2794 (-0.2788) time: 0.7464 data: 0.0003 max mem: 29860 [18:17:40.347078] Epoch: [280] [2840/2904] eta: 0:00:48 lr: 0.001852 loss: 0.1819 (0.1926) loss_rec_all: 0.2083 (0.2185) loss_rec_sfr: 0.2684 (0.2831) loss_cl: -0.2788 (-0.2788) time: 0.7488 data: 0.0024 max mem: 29860 [18:17:55.255280] Epoch: [280] [2860/2904] eta: 0:00:33 lr: 0.001852 loss: 0.1904 (0.1927) loss_rec_all: 0.2165 (0.2186) loss_rec_sfr: 0.2651 (0.2833) loss_cl: -0.2778 (-0.2788) time: 0.7454 data: 0.0001 max mem: 29860 [18:18:10.181274] Epoch: [280] [2880/2904] eta: 0:00:18 lr: 0.001852 loss: 0.1827 (0.1927) loss_rec_all: 0.2085 (0.2186) loss_rec_sfr: 0.2641 (0.2833) loss_cl: -0.2786 (-0.2788) time: 0.7463 data: 0.0001 max mem: 29860 [18:18:25.079337] Epoch: [280] [2900/2904] eta: 0:00:03 lr: 0.001852 loss: 0.1821 (0.1927) loss_rec_all: 0.2086 (0.2186) loss_rec_sfr: 0.2697 (0.2833) loss_cl: -0.2787 (-0.2788) time: 0.7449 data: 0.0001 max mem: 29860 [18:18:27.320842] Epoch: [280] [2903/2904] eta: 0:00:00 lr: 0.001852 loss: 0.1837 (0.1927) loss_rec_all: 0.2098 (0.2186) loss_rec_sfr: 0.2759 (0.2833) loss_cl: -0.2788 (-0.2788) time: 0.7447 data: 0.0001 max mem: 29860 [18:18:29.477555] Epoch: [280] Total time: 0:36:27 (0.7534 s / it) [18:18:29.489679] Averaged stats: lr: 0.001852 loss: 0.1837 (0.1945) loss_rec_all: 0.2098 (0.2181) loss_rec_sfr: 0.2759 (0.2816) loss_cl: -0.2788 (-0.2556) [18:18:29.494855] log_dir: ./checkpoint/VF2_ViT-B [18:18:47.265317] Epoch: [281] [ 0/2904] eta: 14:20:02 lr: 0.001852 loss: 0.2476 (0.2476) loss_rec_all: 0.2722 (0.2722) loss_rec_sfr: 0.4711 (0.4711) loss_cl: -0.2795 (-0.2795) time: 17.7695 data: 15.1099 max mem: 29860 [18:19:03.227816] Epoch: [281] [ 20/2904] eta: 1:17:12 lr: 0.001852 loss: 0.1813 (0.1919) loss_rec_all: 0.2073 (0.2178) loss_rec_sfr: 0.2746 (0.2933) loss_cl: -0.2792 (-0.2794) time: 0.7981 data: 0.0416 max mem: 29860 [18:19:18.118812] Epoch: [281] [ 40/2904] eta: 0:56:36 lr: 0.001852 loss: 0.1830 (0.1912) loss_rec_all: 0.2092 (0.2172) loss_rec_sfr: 0.2636 (0.2840) loss_cl: -0.2791 (-0.2792) time: 0.7445 data: 0.0002 max mem: 29860 [18:19:33.009316] Epoch: [281] [ 60/2904] eta: 0:49:21 lr: 0.001852 loss: 0.1789 (0.1888) loss_rec_all: 0.2049 (0.2148) loss_rec_sfr: 0.2581 (0.2752) loss_cl: -0.2794 (-0.2793) time: 0.7445 data: 0.0002 max mem: 29860 [18:19:47.905465] Epoch: [281] [ 80/2904] eta: 0:45:33 lr: 0.001852 loss: 0.1837 (0.1888) loss_rec_all: 0.2098 (0.2148) loss_rec_sfr: 0.2609 (0.2747) loss_cl: -0.2787 (-0.2791) time: 0.7448 data: 0.0003 max mem: 29860 [18:20:02.819810] Epoch: [281] [ 100/2904] eta: 0:43:10 lr: 0.001852 loss: 0.1873 (0.1903) loss_rec_all: 0.2134 (0.2163) loss_rec_sfr: 0.2642 (0.2793) loss_cl: -0.2785 (-0.2790) time: 0.7457 data: 0.0003 max mem: 29860 [18:20:17.742079] Epoch: [281] [ 120/2904] eta: 0:41:30 lr: 0.001852 loss: 0.1819 (0.1893) loss_rec_all: 0.2079 (0.2152) loss_rec_sfr: 0.2642 (0.2764) loss_cl: -0.2787 (-0.2789) time: 0.7461 data: 0.0003 max mem: 29860 [18:20:32.668959] Epoch: [281] [ 140/2904] eta: 0:40:14 lr: 0.001852 loss: 0.1798 (0.1886) loss_rec_all: 0.2057 (0.2145) loss_rec_sfr: 0.2711 (0.2750) loss_cl: -0.2788 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [18:20:47.583991] Epoch: [281] [ 160/2904] eta: 0:39:13 lr: 0.001852 loss: 0.1802 (0.1878) loss_rec_all: 0.2068 (0.2138) loss_rec_sfr: 0.2613 (0.2718) loss_cl: -0.2799 (-0.2790) time: 0.7457 data: 0.0002 max mem: 29860 [18:21:02.498148] Epoch: [281] [ 180/2904] eta: 0:38:22 lr: 0.001852 loss: 0.1792 (0.1885) loss_rec_all: 0.2059 (0.2145) loss_rec_sfr: 0.2292 (0.2722) loss_cl: -0.2793 (-0.2790) time: 0.7457 data: 0.0003 max mem: 29860 [18:21:17.415516] Epoch: [281] [ 200/2904] eta: 0:37:38 lr: 0.001852 loss: 0.1808 (0.1889) loss_rec_all: 0.2073 (0.2148) loss_rec_sfr: 0.2557 (0.2726) loss_cl: -0.2785 (-0.2789) time: 0.7458 data: 0.0003 max mem: 29860 [18:21:32.376584] Epoch: [281] [ 220/2904] eta: 0:37:00 lr: 0.001852 loss: 0.1829 (0.1893) loss_rec_all: 0.2092 (0.2152) loss_rec_sfr: 0.2623 (0.2737) loss_cl: -0.2786 (-0.2789) time: 0.7480 data: 0.0002 max mem: 29860 [18:21:47.306875] Epoch: [281] [ 240/2904] eta: 0:36:26 lr: 0.001852 loss: 0.1839 (0.1892) loss_rec_all: 0.2101 (0.2152) loss_rec_sfr: 0.2571 (0.2733) loss_cl: -0.2796 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [18:22:02.247006] Epoch: [281] [ 260/2904] eta: 0:35:55 lr: 0.001852 loss: 0.1801 (0.1888) loss_rec_all: 0.2061 (0.2147) loss_rec_sfr: 0.2619 (0.2724) loss_cl: -0.2792 (-0.2789) time: 0.7470 data: 0.0003 max mem: 29860 [18:22:17.178595] Epoch: [281] [ 280/2904] eta: 0:35:25 lr: 0.001852 loss: 0.1903 (0.1901) loss_rec_all: 0.2162 (0.2160) loss_rec_sfr: 0.2750 (0.2767) loss_cl: -0.2780 (-0.2788) time: 0.7465 data: 0.0003 max mem: 29860 [18:22:32.100970] Epoch: [281] [ 300/2904] eta: 0:34:58 lr: 0.001852 loss: 0.1848 (0.1910) loss_rec_all: 0.2111 (0.2169) loss_rec_sfr: 0.2702 (0.2799) loss_cl: -0.2787 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [18:22:47.021995] Epoch: [281] [ 320/2904] eta: 0:34:32 lr: 0.001852 loss: 0.1924 (0.1920) loss_rec_all: 0.2185 (0.2179) loss_rec_sfr: 0.2634 (0.2819) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [18:23:01.979999] Epoch: [281] [ 340/2904] eta: 0:34:08 lr: 0.001852 loss: 0.1839 (0.1916) loss_rec_all: 0.2099 (0.2175) loss_rec_sfr: 0.2526 (0.2804) loss_cl: -0.2786 (-0.2788) time: 0.7479 data: 0.0002 max mem: 29860 [18:23:16.918815] Epoch: [281] [ 360/2904] eta: 0:33:45 lr: 0.001852 loss: 0.1833 (0.1924) loss_rec_all: 0.2093 (0.2183) loss_rec_sfr: 0.2722 (0.2828) loss_cl: -0.2784 (-0.2788) time: 0.7469 data: 0.0002 max mem: 29860 [18:23:31.866821] Epoch: [281] [ 380/2904] eta: 0:33:22 lr: 0.001852 loss: 0.1832 (0.1928) loss_rec_all: 0.2091 (0.2187) loss_rec_sfr: 0.2722 (0.2847) loss_cl: -0.2791 (-0.2788) time: 0.7474 data: 0.0002 max mem: 29860 [18:23:46.811006] Epoch: [281] [ 400/2904] eta: 0:33:01 lr: 0.001852 loss: 0.1791 (0.1927) loss_rec_all: 0.2049 (0.2186) loss_rec_sfr: 0.2512 (0.2839) loss_cl: -0.2785 (-0.2788) time: 0.7472 data: 0.0002 max mem: 29860 [18:24:01.737535] Epoch: [281] [ 420/2904] eta: 0:32:40 lr: 0.001852 loss: 0.1842 (0.1929) loss_rec_all: 0.2103 (0.2188) loss_rec_sfr: 0.2616 (0.2847) loss_cl: -0.2782 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [18:24:16.663184] Epoch: [281] [ 440/2904] eta: 0:32:19 lr: 0.001852 loss: 0.1821 (0.1927) loss_rec_all: 0.2084 (0.2186) loss_rec_sfr: 0.2554 (0.2837) loss_cl: -0.2797 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [18:24:31.586405] Epoch: [281] [ 460/2904] eta: 0:31:59 lr: 0.001852 loss: 0.1823 (0.1927) loss_rec_all: 0.2090 (0.2186) loss_rec_sfr: 0.2712 (0.2839) loss_cl: -0.2792 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [18:24:46.522194] Epoch: [281] [ 480/2904] eta: 0:31:39 lr: 0.001851 loss: 0.1790 (0.1924) loss_rec_all: 0.2053 (0.2183) loss_rec_sfr: 0.2652 (0.2832) loss_cl: -0.2788 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [18:25:01.453536] Epoch: [281] [ 500/2904] eta: 0:31:20 lr: 0.001851 loss: 0.1790 (0.1923) loss_rec_all: 0.2054 (0.2182) loss_rec_sfr: 0.2588 (0.2829) loss_cl: -0.2794 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [18:25:16.379154] Epoch: [281] [ 520/2904] eta: 0:31:01 lr: 0.001851 loss: 0.1820 (0.1923) loss_rec_all: 0.2079 (0.2182) loss_rec_sfr: 0.2761 (0.2830) loss_cl: -0.2786 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [18:25:31.302223] Epoch: [281] [ 540/2904] eta: 0:30:43 lr: 0.001851 loss: 0.1810 (0.1925) loss_rec_all: 0.2068 (0.2184) loss_rec_sfr: 0.2599 (0.2837) loss_cl: -0.2781 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [18:25:46.227661] Epoch: [281] [ 560/2904] eta: 0:30:24 lr: 0.001851 loss: 0.1817 (0.1923) loss_rec_all: 0.2074 (0.2182) loss_rec_sfr: 0.2687 (0.2831) loss_cl: -0.2781 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [18:26:01.141602] Epoch: [281] [ 580/2904] eta: 0:30:06 lr: 0.001851 loss: 0.1812 (0.1923) loss_rec_all: 0.2077 (0.2182) loss_rec_sfr: 0.2609 (0.2831) loss_cl: -0.2798 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [18:26:16.057170] Epoch: [281] [ 600/2904] eta: 0:29:48 lr: 0.001851 loss: 0.1817 (0.1923) loss_rec_all: 0.2078 (0.2182) loss_rec_sfr: 0.2656 (0.2831) loss_cl: -0.2793 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [18:26:30.977213] Epoch: [281] [ 620/2904] eta: 0:29:30 lr: 0.001851 loss: 0.1796 (0.1925) loss_rec_all: 0.2062 (0.2184) loss_rec_sfr: 0.2664 (0.2836) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [18:26:45.901995] Epoch: [281] [ 640/2904] eta: 0:29:13 lr: 0.001851 loss: 0.1781 (0.1922) loss_rec_all: 0.2042 (0.2181) loss_rec_sfr: 0.2635 (0.2830) loss_cl: -0.2780 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [18:27:00.821311] Epoch: [281] [ 660/2904] eta: 0:28:55 lr: 0.001851 loss: 0.1808 (0.1921) loss_rec_all: 0.2074 (0.2180) loss_rec_sfr: 0.2628 (0.2827) loss_cl: -0.2797 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [18:27:15.745392] Epoch: [281] [ 680/2904] eta: 0:28:38 lr: 0.001851 loss: 0.1826 (0.1924) loss_rec_all: 0.2090 (0.2183) loss_rec_sfr: 0.2726 (0.2837) loss_cl: -0.2796 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [18:27:30.672194] Epoch: [281] [ 700/2904] eta: 0:28:21 lr: 0.001851 loss: 0.1809 (0.1923) loss_rec_all: 0.2073 (0.2182) loss_rec_sfr: 0.2217 (0.2831) loss_cl: -0.2786 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [18:27:45.617692] Epoch: [281] [ 720/2904] eta: 0:28:04 lr: 0.001851 loss: 0.1810 (0.1923) loss_rec_all: 0.2073 (0.2182) loss_rec_sfr: 0.2720 (0.2836) loss_cl: -0.2786 (-0.2788) time: 0.7472 data: 0.0002 max mem: 29860 [18:28:00.549150] Epoch: [281] [ 740/2904] eta: 0:27:47 lr: 0.001851 loss: 0.1821 (0.1926) loss_rec_all: 0.2081 (0.2185) loss_rec_sfr: 0.2747 (0.2844) loss_cl: -0.2793 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [18:28:15.486081] Epoch: [281] [ 760/2904] eta: 0:27:30 lr: 0.001851 loss: 0.1838 (0.1929) loss_rec_all: 0.2096 (0.2187) loss_rec_sfr: 0.2694 (0.2853) loss_cl: -0.2790 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [18:28:30.431957] Epoch: [281] [ 780/2904] eta: 0:27:14 lr: 0.001851 loss: 0.1842 (0.1930) loss_rec_all: 0.2101 (0.2189) loss_rec_sfr: 0.2706 (0.2861) loss_cl: -0.2778 (-0.2788) time: 0.7472 data: 0.0002 max mem: 29860 [18:28:45.353046] Epoch: [281] [ 800/2904] eta: 0:26:57 lr: 0.001851 loss: 0.1813 (0.1930) loss_rec_all: 0.2077 (0.2189) loss_rec_sfr: 0.2629 (0.2860) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [18:29:00.274433] Epoch: [281] [ 820/2904] eta: 0:26:41 lr: 0.001851 loss: 0.1810 (0.1932) loss_rec_all: 0.2070 (0.2190) loss_rec_sfr: 0.2577 (0.2865) loss_cl: -0.2791 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [18:29:15.198130] Epoch: [281] [ 840/2904] eta: 0:26:24 lr: 0.001851 loss: 0.1845 (0.1933) loss_rec_all: 0.2104 (0.2192) loss_rec_sfr: 0.2713 (0.2870) loss_cl: -0.2791 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [18:29:30.144614] Epoch: [281] [ 860/2904] eta: 0:26:08 lr: 0.001851 loss: 0.1777 (0.1932) loss_rec_all: 0.2040 (0.2191) loss_rec_sfr: 0.2258 (0.2865) loss_cl: -0.2794 (-0.2788) time: 0.7473 data: 0.0002 max mem: 29860 [18:29:45.089304] Epoch: [281] [ 880/2904] eta: 0:25:52 lr: 0.001851 loss: 0.1834 (0.1932) loss_rec_all: 0.2093 (0.2191) loss_rec_sfr: 0.2638 (0.2865) loss_cl: -0.2777 (-0.2788) time: 0.7472 data: 0.0002 max mem: 29860 [18:30:00.046704] Epoch: [281] [ 900/2904] eta: 0:25:35 lr: 0.001851 loss: 0.1839 (0.1933) loss_rec_all: 0.2102 (0.2191) loss_rec_sfr: 0.2654 (0.2864) loss_cl: -0.2780 (-0.2788) time: 0.7478 data: 0.0002 max mem: 29860 [18:30:15.000116] Epoch: [281] [ 920/2904] eta: 0:25:19 lr: 0.001851 loss: 0.1801 (0.1931) loss_rec_all: 0.2064 (0.2190) loss_rec_sfr: 0.2530 (0.2859) loss_cl: -0.2789 (-0.2788) time: 0.7476 data: 0.0002 max mem: 29860 [18:30:29.927382] Epoch: [281] [ 940/2904] eta: 0:25:03 lr: 0.001851 loss: 0.1826 (0.1931) loss_rec_all: 0.2084 (0.2190) loss_rec_sfr: 0.2623 (0.2859) loss_cl: -0.2786 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [18:30:44.856414] Epoch: [281] [ 960/2904] eta: 0:24:47 lr: 0.001851 loss: 0.1847 (0.1932) loss_rec_all: 0.2107 (0.2191) loss_rec_sfr: 0.2768 (0.2863) loss_cl: -0.2797 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [18:30:59.777821] Epoch: [281] [ 980/2904] eta: 0:24:31 lr: 0.001851 loss: 0.1837 (0.1933) loss_rec_all: 0.2096 (0.2192) loss_rec_sfr: 0.2660 (0.2866) loss_cl: -0.2792 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [18:31:14.699183] Epoch: [281] [1000/2904] eta: 0:24:15 lr: 0.001851 loss: 0.1850 (0.1934) loss_rec_all: 0.2109 (0.2192) loss_rec_sfr: 0.2673 (0.2869) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [18:31:29.619035] Epoch: [281] [1020/2904] eta: 0:23:59 lr: 0.001851 loss: 0.1875 (0.1936) loss_rec_all: 0.2134 (0.2195) loss_rec_sfr: 0.2811 (0.2881) loss_cl: -0.2784 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [18:31:44.540753] Epoch: [281] [1040/2904] eta: 0:23:43 lr: 0.001851 loss: 0.1794 (0.1937) loss_rec_all: 0.2056 (0.2196) loss_rec_sfr: 0.2666 (0.2882) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [18:31:59.458957] Epoch: [281] [1060/2904] eta: 0:23:27 lr: 0.001851 loss: 0.1862 (0.1937) loss_rec_all: 0.2124 (0.2196) loss_rec_sfr: 0.2625 (0.2879) loss_cl: -0.2797 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [18:32:14.376866] Epoch: [281] [1080/2904] eta: 0:23:11 lr: 0.001851 loss: 0.1767 (0.1935) loss_rec_all: 0.2031 (0.2194) loss_rec_sfr: 0.2230 (0.2871) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [18:32:29.298003] Epoch: [281] [1100/2904] eta: 0:22:55 lr: 0.001851 loss: 0.1848 (0.1934) loss_rec_all: 0.2111 (0.2193) loss_rec_sfr: 0.2589 (0.2867) loss_cl: -0.2783 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [18:32:44.214800] Epoch: [281] [1120/2904] eta: 0:22:40 lr: 0.001851 loss: 0.1775 (0.1933) loss_rec_all: 0.2039 (0.2192) loss_rec_sfr: 0.2558 (0.2862) loss_cl: -0.2795 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [18:32:59.135045] Epoch: [281] [1140/2904] eta: 0:22:24 lr: 0.001851 loss: 0.1848 (0.1932) loss_rec_all: 0.2107 (0.2191) loss_rec_sfr: 0.2657 (0.2859) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [18:33:14.055128] Epoch: [281] [1160/2904] eta: 0:22:08 lr: 0.001851 loss: 0.1805 (0.1932) loss_rec_all: 0.2069 (0.2190) loss_rec_sfr: 0.2698 (0.2857) loss_cl: -0.2778 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [18:33:28.971868] Epoch: [281] [1180/2904] eta: 0:21:52 lr: 0.001850 loss: 0.1816 (0.1929) loss_rec_all: 0.2076 (0.2188) loss_rec_sfr: 0.2294 (0.2849) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [18:33:43.889780] Epoch: [281] [1200/2904] eta: 0:21:37 lr: 0.001850 loss: 0.1832 (0.1928) loss_rec_all: 0.2092 (0.2187) loss_rec_sfr: 0.2646 (0.2845) loss_cl: -0.2798 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [18:33:58.807301] Epoch: [281] [1220/2904] eta: 0:21:21 lr: 0.001850 loss: 0.1773 (0.1929) loss_rec_all: 0.2037 (0.2188) loss_rec_sfr: 0.2718 (0.2849) loss_cl: -0.2795 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [18:34:13.726211] Epoch: [281] [1240/2904] eta: 0:21:06 lr: 0.001850 loss: 0.1843 (0.1931) loss_rec_all: 0.2103 (0.2190) loss_rec_sfr: 0.2679 (0.2853) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [18:34:28.645565] Epoch: [281] [1260/2904] eta: 0:20:50 lr: 0.001850 loss: 0.1796 (0.1930) loss_rec_all: 0.2062 (0.2189) loss_rec_sfr: 0.2286 (0.2848) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [18:34:43.564364] Epoch: [281] [1280/2904] eta: 0:20:34 lr: 0.001850 loss: 0.1800 (0.1929) loss_rec_all: 0.2060 (0.2188) loss_rec_sfr: 0.2692 (0.2846) loss_cl: -0.2803 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [18:34:58.482718] Epoch: [281] [1300/2904] eta: 0:20:19 lr: 0.001850 loss: 0.1817 (0.1929) loss_rec_all: 0.2077 (0.2188) loss_rec_sfr: 0.2636 (0.2847) loss_cl: -0.2796 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [18:35:13.399317] Epoch: [281] [1320/2904] eta: 0:20:03 lr: 0.001850 loss: 0.1835 (0.1929) loss_rec_all: 0.2095 (0.2188) loss_rec_sfr: 0.2589 (0.2847) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [18:35:28.324695] Epoch: [281] [1340/2904] eta: 0:19:48 lr: 0.001850 loss: 0.1814 (0.1929) loss_rec_all: 0.2075 (0.2188) loss_rec_sfr: 0.2715 (0.2850) loss_cl: -0.2793 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [18:35:43.243831] Epoch: [281] [1360/2904] eta: 0:19:32 lr: 0.001850 loss: 0.1829 (0.1928) loss_rec_all: 0.2092 (0.2187) loss_rec_sfr: 0.2614 (0.2846) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [18:35:58.158587] Epoch: [281] [1380/2904] eta: 0:19:17 lr: 0.001850 loss: 0.1819 (0.1928) loss_rec_all: 0.2077 (0.2187) loss_rec_sfr: 0.2585 (0.2845) loss_cl: -0.2783 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [18:36:13.077200] Epoch: [281] [1400/2904] eta: 0:19:01 lr: 0.001850 loss: 0.1887 (0.1929) loss_rec_all: 0.2145 (0.2188) loss_rec_sfr: 0.2734 (0.2849) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [18:36:27.996579] Epoch: [281] [1420/2904] eta: 0:18:46 lr: 0.001850 loss: 0.1800 (0.1927) loss_rec_all: 0.2063 (0.2186) loss_rec_sfr: 0.2689 (0.2846) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [18:36:42.916587] Epoch: [281] [1440/2904] eta: 0:18:30 lr: 0.001850 loss: 0.1891 (0.1930) loss_rec_all: 0.2151 (0.2188) loss_rec_sfr: 0.2709 (0.2852) loss_cl: -0.2784 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [18:36:57.833097] Epoch: [281] [1460/2904] eta: 0:18:15 lr: 0.001850 loss: 0.1989 (0.1933) loss_rec_all: 0.2248 (0.2191) loss_rec_sfr: 0.2977 (0.2863) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [18:37:12.752254] Epoch: [281] [1480/2904] eta: 0:17:59 lr: 0.001850 loss: 0.1811 (0.1933) loss_rec_all: 0.2072 (0.2191) loss_rec_sfr: 0.2714 (0.2863) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [18:37:27.673513] Epoch: [281] [1500/2904] eta: 0:17:44 lr: 0.001850 loss: 0.1796 (0.1932) loss_rec_all: 0.2060 (0.2191) loss_rec_sfr: 0.2517 (0.2860) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [18:37:42.589182] Epoch: [281] [1520/2904] eta: 0:17:29 lr: 0.001850 loss: 0.1813 (0.1932) loss_rec_all: 0.2074 (0.2190) loss_rec_sfr: 0.2641 (0.2859) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [18:37:57.507007] Epoch: [281] [1540/2904] eta: 0:17:13 lr: 0.001850 loss: 0.1852 (0.1932) loss_rec_all: 0.2116 (0.2191) loss_rec_sfr: 0.2371 (0.2858) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [18:38:12.424549] Epoch: [281] [1560/2904] eta: 0:16:58 lr: 0.001850 loss: 0.1818 (0.1933) loss_rec_all: 0.2078 (0.2192) loss_rec_sfr: 0.2697 (0.2863) loss_cl: -0.2795 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [18:38:27.342842] Epoch: [281] [1580/2904] eta: 0:16:43 lr: 0.001850 loss: 0.1811 (0.1932) loss_rec_all: 0.2076 (0.2191) loss_rec_sfr: 0.2560 (0.2858) loss_cl: -0.2801 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [18:38:42.262715] Epoch: [281] [1600/2904] eta: 0:16:27 lr: 0.001850 loss: 0.1867 (0.1934) loss_rec_all: 0.2128 (0.2193) loss_rec_sfr: 0.2746 (0.2864) loss_cl: -0.2794 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [18:38:57.159133] Epoch: [281] [1620/2904] eta: 0:16:12 lr: 0.001850 loss: 0.1830 (0.1934) loss_rec_all: 0.2087 (0.2192) loss_rec_sfr: 0.2634 (0.2862) loss_cl: -0.2779 (-0.2788) time: 0.7448 data: 0.0003 max mem: 29860 [18:39:12.077194] Epoch: [281] [1640/2904] eta: 0:15:57 lr: 0.001850 loss: 0.1788 (0.1933) loss_rec_all: 0.2051 (0.2192) loss_rec_sfr: 0.2604 (0.2861) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [18:39:26.996449] Epoch: [281] [1660/2904] eta: 0:15:41 lr: 0.001850 loss: 0.1818 (0.1933) loss_rec_all: 0.2083 (0.2191) loss_rec_sfr: 0.2570 (0.2858) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [18:39:41.912889] Epoch: [281] [1680/2904] eta: 0:15:26 lr: 0.001850 loss: 0.1816 (0.1932) loss_rec_all: 0.2075 (0.2190) loss_rec_sfr: 0.2652 (0.2855) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [18:39:56.829212] Epoch: [281] [1700/2904] eta: 0:15:11 lr: 0.001850 loss: 0.1847 (0.1932) loss_rec_all: 0.2109 (0.2191) loss_rec_sfr: 0.2679 (0.2856) loss_cl: -0.2781 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [18:40:11.746514] Epoch: [281] [1720/2904] eta: 0:14:55 lr: 0.001850 loss: 0.1857 (0.1931) loss_rec_all: 0.2117 (0.2190) loss_rec_sfr: 0.2635 (0.2856) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [18:40:26.670196] Epoch: [281] [1740/2904] eta: 0:14:40 lr: 0.001850 loss: 0.1809 (0.1931) loss_rec_all: 0.2069 (0.2190) loss_rec_sfr: 0.2647 (0.2855) loss_cl: -0.2787 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [18:40:41.593415] Epoch: [281] [1760/2904] eta: 0:14:25 lr: 0.001850 loss: 0.1870 (0.1932) loss_rec_all: 0.2130 (0.2191) loss_rec_sfr: 0.2616 (0.2857) loss_cl: -0.2788 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [18:40:56.516130] Epoch: [281] [1780/2904] eta: 0:14:10 lr: 0.001850 loss: 0.1857 (0.1932) loss_rec_all: 0.2119 (0.2191) loss_rec_sfr: 0.2735 (0.2858) loss_cl: -0.2794 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [18:41:11.438788] Epoch: [281] [1800/2904] eta: 0:13:54 lr: 0.001850 loss: 0.1801 (0.1932) loss_rec_all: 0.2066 (0.2191) loss_rec_sfr: 0.2557 (0.2857) loss_cl: -0.2795 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [18:41:26.355423] Epoch: [281] [1820/2904] eta: 0:13:39 lr: 0.001850 loss: 0.1802 (0.1931) loss_rec_all: 0.2065 (0.2190) loss_rec_sfr: 0.2620 (0.2854) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [18:41:41.274912] Epoch: [281] [1840/2904] eta: 0:13:24 lr: 0.001850 loss: 0.1837 (0.1931) loss_rec_all: 0.2095 (0.2189) loss_rec_sfr: 0.2550 (0.2852) loss_cl: -0.2781 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [18:41:56.195673] Epoch: [281] [1860/2904] eta: 0:13:09 lr: 0.001850 loss: 0.1843 (0.1931) loss_rec_all: 0.2102 (0.2190) loss_rec_sfr: 0.2670 (0.2853) loss_cl: -0.2781 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [18:42:11.114744] Epoch: [281] [1880/2904] eta: 0:12:53 lr: 0.001849 loss: 0.1803 (0.1931) loss_rec_all: 0.2063 (0.2190) loss_rec_sfr: 0.2614 (0.2854) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [18:42:26.046504] Epoch: [281] [1900/2904] eta: 0:12:38 lr: 0.001849 loss: 0.1844 (0.1932) loss_rec_all: 0.2107 (0.2191) loss_rec_sfr: 0.2609 (0.2855) loss_cl: -0.2788 (-0.2788) time: 0.7465 data: 0.0003 max mem: 29860 [18:42:40.966930] Epoch: [281] [1920/2904] eta: 0:12:23 lr: 0.001849 loss: 0.1801 (0.1931) loss_rec_all: 0.2066 (0.2190) loss_rec_sfr: 0.2546 (0.2852) loss_cl: -0.2791 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [18:42:55.887124] Epoch: [281] [1940/2904] eta: 0:12:08 lr: 0.001849 loss: 0.1797 (0.1930) loss_rec_all: 0.2055 (0.2189) loss_rec_sfr: 0.2522 (0.2850) loss_cl: -0.2791 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [18:43:10.809442] Epoch: [281] [1960/2904] eta: 0:11:53 lr: 0.001849 loss: 0.1877 (0.1931) loss_rec_all: 0.2135 (0.2190) loss_rec_sfr: 0.2727 (0.2852) loss_cl: -0.2787 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [18:43:25.727152] Epoch: [281] [1980/2904] eta: 0:11:37 lr: 0.001849 loss: 0.1812 (0.1931) loss_rec_all: 0.2070 (0.2190) loss_rec_sfr: 0.2598 (0.2852) loss_cl: -0.2783 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [18:43:40.643438] Epoch: [281] [2000/2904] eta: 0:11:22 lr: 0.001849 loss: 0.1810 (0.1930) loss_rec_all: 0.2070 (0.2189) loss_rec_sfr: 0.2622 (0.2851) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [18:43:55.561448] Epoch: [281] [2020/2904] eta: 0:11:07 lr: 0.001849 loss: 0.1815 (0.1930) loss_rec_all: 0.2077 (0.2189) loss_rec_sfr: 0.2619 (0.2850) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [18:44:10.482569] Epoch: [281] [2040/2904] eta: 0:10:52 lr: 0.001849 loss: 0.1835 (0.1930) loss_rec_all: 0.2098 (0.2189) loss_rec_sfr: 0.2733 (0.2849) loss_cl: -0.2792 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [18:44:25.404063] Epoch: [281] [2060/2904] eta: 0:10:37 lr: 0.001849 loss: 0.1857 (0.1931) loss_rec_all: 0.2120 (0.2190) loss_rec_sfr: 0.2609 (0.2851) loss_cl: -0.2791 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [18:44:40.324945] Epoch: [281] [2080/2904] eta: 0:10:21 lr: 0.001849 loss: 0.1859 (0.1931) loss_rec_all: 0.2118 (0.2190) loss_rec_sfr: 0.2664 (0.2852) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [18:44:55.243387] Epoch: [281] [2100/2904] eta: 0:10:06 lr: 0.001849 loss: 0.1836 (0.1931) loss_rec_all: 0.2096 (0.2189) loss_rec_sfr: 0.2573 (0.2850) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [18:45:10.164752] Epoch: [281] [2120/2904] eta: 0:09:51 lr: 0.001849 loss: 0.1863 (0.1931) loss_rec_all: 0.2126 (0.2190) loss_rec_sfr: 0.2656 (0.2852) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [18:45:25.081817] Epoch: [281] [2140/2904] eta: 0:09:36 lr: 0.001849 loss: 0.1817 (0.1931) loss_rec_all: 0.2080 (0.2189) loss_rec_sfr: 0.2574 (0.2849) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [18:45:39.994560] Epoch: [281] [2160/2904] eta: 0:09:21 lr: 0.001849 loss: 0.1835 (0.1930) loss_rec_all: 0.2094 (0.2189) loss_rec_sfr: 0.2602 (0.2849) loss_cl: -0.2795 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [18:45:54.906942] Epoch: [281] [2180/2904] eta: 0:09:06 lr: 0.001849 loss: 0.1851 (0.1930) loss_rec_all: 0.2114 (0.2189) loss_rec_sfr: 0.2644 (0.2846) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [18:46:09.824276] Epoch: [281] [2200/2904] eta: 0:08:51 lr: 0.001849 loss: 0.1795 (0.1929) loss_rec_all: 0.2060 (0.2188) loss_rec_sfr: 0.2604 (0.2843) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [18:46:24.753716] Epoch: [281] [2220/2904] eta: 0:08:35 lr: 0.001849 loss: 0.1830 (0.1929) loss_rec_all: 0.2091 (0.2188) loss_rec_sfr: 0.2609 (0.2842) loss_cl: -0.2794 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [18:46:39.673310] Epoch: [281] [2240/2904] eta: 0:08:20 lr: 0.001849 loss: 0.1807 (0.1928) loss_rec_all: 0.2065 (0.2187) loss_rec_sfr: 0.2630 (0.2840) loss_cl: -0.2794 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [18:46:54.600856] Epoch: [281] [2260/2904] eta: 0:08:05 lr: 0.001849 loss: 0.1816 (0.1928) loss_rec_all: 0.2073 (0.2187) loss_rec_sfr: 0.2536 (0.2839) loss_cl: -0.2779 (-0.2788) time: 0.7463 data: 0.0003 max mem: 29860 [18:47:09.533345] Epoch: [281] [2280/2904] eta: 0:07:50 lr: 0.001849 loss: 0.1786 (0.1927) loss_rec_all: 0.2048 (0.2186) loss_rec_sfr: 0.2317 (0.2836) loss_cl: -0.2792 (-0.2788) time: 0.7466 data: 0.0003 max mem: 29860 [18:47:24.458794] Epoch: [281] [2300/2904] eta: 0:07:35 lr: 0.001849 loss: 0.1863 (0.1927) loss_rec_all: 0.2126 (0.2186) loss_rec_sfr: 0.2600 (0.2835) loss_cl: -0.2800 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [18:47:39.383967] Epoch: [281] [2320/2904] eta: 0:07:20 lr: 0.001849 loss: 0.1798 (0.1927) loss_rec_all: 0.2059 (0.2186) loss_rec_sfr: 0.2678 (0.2835) loss_cl: -0.2794 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [18:47:54.302369] Epoch: [281] [2340/2904] eta: 0:07:05 lr: 0.001849 loss: 0.1801 (0.1927) loss_rec_all: 0.2067 (0.2186) loss_rec_sfr: 0.2612 (0.2835) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [18:48:09.224554] Epoch: [281] [2360/2904] eta: 0:06:50 lr: 0.001849 loss: 0.1839 (0.1927) loss_rec_all: 0.2097 (0.2186) loss_rec_sfr: 0.2613 (0.2835) loss_cl: -0.2781 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [18:48:24.150199] Epoch: [281] [2380/2904] eta: 0:06:34 lr: 0.001849 loss: 0.1825 (0.1927) loss_rec_all: 0.2085 (0.2186) loss_rec_sfr: 0.2721 (0.2835) loss_cl: -0.2774 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [18:48:39.071106] Epoch: [281] [2400/2904] eta: 0:06:19 lr: 0.001849 loss: 0.1790 (0.1927) loss_rec_all: 0.2047 (0.2186) loss_rec_sfr: 0.2663 (0.2835) loss_cl: -0.2782 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [18:48:53.988682] Epoch: [281] [2420/2904] eta: 0:06:04 lr: 0.001849 loss: 0.1841 (0.1928) loss_rec_all: 0.2099 (0.2187) loss_rec_sfr: 0.2719 (0.2837) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [18:49:08.911510] Epoch: [281] [2440/2904] eta: 0:05:49 lr: 0.001849 loss: 0.1799 (0.1927) loss_rec_all: 0.2058 (0.2186) loss_rec_sfr: 0.2294 (0.2836) loss_cl: -0.2794 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [18:49:23.853048] Epoch: [281] [2460/2904] eta: 0:05:34 lr: 0.001849 loss: 0.1815 (0.1927) loss_rec_all: 0.2075 (0.2186) loss_rec_sfr: 0.2561 (0.2836) loss_cl: -0.2790 (-0.2788) time: 0.7470 data: 0.0003 max mem: 29860 [18:49:38.779620] Epoch: [281] [2480/2904] eta: 0:05:19 lr: 0.001849 loss: 0.1802 (0.1927) loss_rec_all: 0.2063 (0.2186) loss_rec_sfr: 0.2645 (0.2834) loss_cl: -0.2789 (-0.2788) time: 0.7463 data: 0.0003 max mem: 29860 [18:49:53.703123] Epoch: [281] [2500/2904] eta: 0:05:04 lr: 0.001849 loss: 0.1946 (0.1929) loss_rec_all: 0.2206 (0.2188) loss_rec_sfr: 0.2700 (0.2840) loss_cl: -0.2785 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [18:50:08.623582] Epoch: [281] [2520/2904] eta: 0:04:49 lr: 0.001849 loss: 0.1842 (0.1929) loss_rec_all: 0.2103 (0.2188) loss_rec_sfr: 0.2640 (0.2841) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [18:50:23.541523] Epoch: [281] [2540/2904] eta: 0:04:34 lr: 0.001849 loss: 0.1930 (0.1930) loss_rec_all: 0.2193 (0.2189) loss_rec_sfr: 0.2718 (0.2843) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [18:50:38.463659] Epoch: [281] [2560/2904] eta: 0:04:19 lr: 0.001849 loss: 0.1812 (0.1929) loss_rec_all: 0.2076 (0.2188) loss_rec_sfr: 0.2456 (0.2841) loss_cl: -0.2789 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [18:50:53.389062] Epoch: [281] [2580/2904] eta: 0:04:04 lr: 0.001848 loss: 0.1848 (0.1930) loss_rec_all: 0.2107 (0.2189) loss_rec_sfr: 0.2735 (0.2843) loss_cl: -0.2781 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [18:51:08.314016] Epoch: [281] [2600/2904] eta: 0:03:48 lr: 0.001848 loss: 0.1815 (0.1929) loss_rec_all: 0.2076 (0.2188) loss_rec_sfr: 0.2631 (0.2841) loss_cl: -0.2791 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [18:51:23.237324] Epoch: [281] [2620/2904] eta: 0:03:33 lr: 0.001848 loss: 0.1836 (0.1929) loss_rec_all: 0.2097 (0.2188) loss_rec_sfr: 0.2656 (0.2842) loss_cl: -0.2785 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [18:51:38.153839] Epoch: [281] [2640/2904] eta: 0:03:18 lr: 0.001848 loss: 0.1841 (0.1930) loss_rec_all: 0.2099 (0.2189) loss_rec_sfr: 0.2759 (0.2844) loss_cl: -0.2776 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [18:51:53.075347] Epoch: [281] [2660/2904] eta: 0:03:03 lr: 0.001848 loss: 0.1786 (0.1930) loss_rec_all: 0.2047 (0.2188) loss_rec_sfr: 0.2694 (0.2844) loss_cl: -0.2796 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [18:52:07.989396] Epoch: [281] [2680/2904] eta: 0:02:48 lr: 0.001848 loss: 0.1820 (0.1929) loss_rec_all: 0.2081 (0.2188) loss_rec_sfr: 0.2559 (0.2843) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [18:52:22.913476] Epoch: [281] [2700/2904] eta: 0:02:33 lr: 0.001848 loss: 0.1788 (0.1929) loss_rec_all: 0.2049 (0.2188) loss_rec_sfr: 0.2680 (0.2843) loss_cl: -0.2792 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [18:52:37.838602] Epoch: [281] [2720/2904] eta: 0:02:18 lr: 0.001848 loss: 0.1812 (0.1928) loss_rec_all: 0.2077 (0.2187) loss_rec_sfr: 0.2536 (0.2841) loss_cl: -0.2792 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [18:52:52.767498] Epoch: [281] [2740/2904] eta: 0:02:03 lr: 0.001848 loss: 0.1854 (0.1929) loss_rec_all: 0.2113 (0.2188) loss_rec_sfr: 0.2623 (0.2842) loss_cl: -0.2792 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [18:53:07.699041] Epoch: [281] [2760/2904] eta: 0:01:48 lr: 0.001848 loss: 0.1883 (0.1929) loss_rec_all: 0.2141 (0.2188) loss_rec_sfr: 0.2694 (0.2843) loss_cl: -0.2781 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [18:53:22.624132] Epoch: [281] [2780/2904] eta: 0:01:33 lr: 0.001848 loss: 0.1789 (0.1928) loss_rec_all: 0.2048 (0.2187) loss_rec_sfr: 0.2556 (0.2840) loss_cl: -0.2787 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [18:53:37.565937] Epoch: [281] [2800/2904] eta: 0:01:18 lr: 0.001848 loss: 0.1822 (0.1928) loss_rec_all: 0.2081 (0.2187) loss_rec_sfr: 0.2554 (0.2840) loss_cl: -0.2786 (-0.2788) time: 0.7471 data: 0.0003 max mem: 29860 [18:53:52.495181] Epoch: [281] [2820/2904] eta: 0:01:03 lr: 0.001848 loss: 0.1846 (0.1929) loss_rec_all: 0.2110 (0.2188) loss_rec_sfr: 0.2647 (0.2841) loss_cl: -0.2780 (-0.2788) time: 0.7464 data: 0.0003 max mem: 29860 [18:54:07.466644] Epoch: [281] [2840/2904] eta: 0:00:48 lr: 0.001848 loss: 0.1911 (0.1929) loss_rec_all: 0.2171 (0.2188) loss_rec_sfr: 0.2687 (0.2844) loss_cl: -0.2783 (-0.2788) time: 0.7485 data: 0.0024 max mem: 29860 [18:54:22.381734] Epoch: [281] [2860/2904] eta: 0:00:33 lr: 0.001848 loss: 0.1933 (0.1930) loss_rec_all: 0.2195 (0.2189) loss_rec_sfr: 0.2737 (0.2847) loss_cl: -0.2793 (-0.2788) time: 0.7457 data: 0.0001 max mem: 29860 [18:54:37.287629] Epoch: [281] [2880/2904] eta: 0:00:18 lr: 0.001848 loss: 0.1854 (0.1930) loss_rec_all: 0.2115 (0.2189) loss_rec_sfr: 0.2591 (0.2846) loss_cl: -0.2798 (-0.2788) time: 0.7453 data: 0.0001 max mem: 29860 [18:54:52.191859] Epoch: [281] [2900/2904] eta: 0:00:03 lr: 0.001848 loss: 0.1821 (0.1930) loss_rec_all: 0.2085 (0.2189) loss_rec_sfr: 0.2697 (0.2847) loss_cl: -0.2792 (-0.2788) time: 0.7452 data: 0.0001 max mem: 29860 [18:54:54.434569] Epoch: [281] [2903/2904] eta: 0:00:00 lr: 0.001848 loss: 0.1808 (0.1930) loss_rec_all: 0.2072 (0.2189) loss_rec_sfr: 0.2659 (0.2847) loss_cl: -0.2792 (-0.2788) time: 0.7452 data: 0.0001 max mem: 29860 [18:54:56.610445] Epoch: [281] Total time: 0:36:27 (0.7531 s / it) [18:54:56.613300] Averaged stats: lr: 0.001848 loss: 0.1808 (0.1946) loss_rec_all: 0.2072 (0.2182) loss_rec_sfr: 0.2659 (0.2825) loss_cl: -0.2792 (-0.2556) [18:54:56.618399] log_dir: ./checkpoint/VF2_ViT-B [18:55:13.301360] Epoch: [282] [ 0/2904] eta: 13:27:19 lr: 0.001848 loss: 0.2351 (0.2351) loss_rec_all: 0.2599 (0.2599) loss_rec_sfr: 0.4487 (0.4487) loss_cl: -0.2791 (-0.2791) time: 16.6802 data: 15.0295 max mem: 29860 [18:55:32.077904] Epoch: [282] [ 20/2904] eta: 1:21:09 lr: 0.001848 loss: 0.1778 (0.1888) loss_rec_all: 0.2038 (0.2147) loss_rec_sfr: 0.2551 (0.2725) loss_cl: -0.2782 (-0.2781) time: 0.9387 data: 0.0003 max mem: 29860 [18:55:47.012754] Epoch: [282] [ 40/2904] eta: 0:58:39 lr: 0.001848 loss: 0.1829 (0.1892) loss_rec_all: 0.2085 (0.2151) loss_rec_sfr: 0.2637 (0.2771) loss_cl: -0.2784 (-0.2781) time: 0.7467 data: 0.0002 max mem: 29860 [18:56:01.969217] Epoch: [282] [ 60/2904] eta: 0:50:46 lr: 0.001848 loss: 0.1780 (0.1900) loss_rec_all: 0.2040 (0.2158) loss_rec_sfr: 0.2709 (0.2807) loss_cl: -0.2787 (-0.2782) time: 0.7478 data: 0.0003 max mem: 29860 [18:56:16.928315] Epoch: [282] [ 80/2904] eta: 0:46:39 lr: 0.001848 loss: 0.1780 (0.1892) loss_rec_all: 0.2040 (0.2151) loss_rec_sfr: 0.2693 (0.2797) loss_cl: -0.2782 (-0.2782) time: 0.7479 data: 0.0002 max mem: 29860 [18:56:31.915813] Epoch: [282] [ 100/2904] eta: 0:44:05 lr: 0.001848 loss: 0.1844 (0.1905) loss_rec_all: 0.2103 (0.2163) loss_rec_sfr: 0.2627 (0.2839) loss_cl: -0.2789 (-0.2783) time: 0.7493 data: 0.0002 max mem: 29860 [18:56:46.884714] Epoch: [282] [ 120/2904] eta: 0:42:16 lr: 0.001848 loss: 0.1813 (0.1900) loss_rec_all: 0.2078 (0.2159) loss_rec_sfr: 0.2548 (0.2798) loss_cl: -0.2787 (-0.2784) time: 0.7484 data: 0.0003 max mem: 29860 [18:57:01.858529] Epoch: [282] [ 140/2904] eta: 0:40:54 lr: 0.001848 loss: 0.1797 (0.1891) loss_rec_all: 0.2059 (0.2150) loss_rec_sfr: 0.2563 (0.2767) loss_cl: -0.2791 (-0.2785) time: 0.7486 data: 0.0002 max mem: 29860 [18:57:16.864244] Epoch: [282] [ 160/2904] eta: 0:39:50 lr: 0.001848 loss: 0.1805 (0.1893) loss_rec_all: 0.2070 (0.2153) loss_rec_sfr: 0.2644 (0.2761) loss_cl: -0.2787 (-0.2785) time: 0.7502 data: 0.0002 max mem: 29860 [18:57:31.864423] Epoch: [282] [ 180/2904] eta: 0:38:56 lr: 0.001848 loss: 0.1803 (0.1897) loss_rec_all: 0.2063 (0.2156) loss_rec_sfr: 0.2675 (0.2774) loss_cl: -0.2784 (-0.2785) time: 0.7500 data: 0.0002 max mem: 29860 [18:57:46.876098] Epoch: [282] [ 200/2904] eta: 0:38:10 lr: 0.001848 loss: 0.1811 (0.1907) loss_rec_all: 0.2071 (0.2166) loss_rec_sfr: 0.2637 (0.2813) loss_cl: -0.2784 (-0.2785) time: 0.7505 data: 0.0003 max mem: 29860 [18:58:01.852099] Epoch: [282] [ 220/2904] eta: 0:37:29 lr: 0.001848 loss: 0.1819 (0.1909) loss_rec_all: 0.2085 (0.2168) loss_rec_sfr: 0.2644 (0.2814) loss_cl: -0.2785 (-0.2785) time: 0.7488 data: 0.0002 max mem: 29860 [18:58:16.815339] Epoch: [282] [ 240/2904] eta: 0:36:52 lr: 0.001848 loss: 0.1838 (0.1913) loss_rec_all: 0.2099 (0.2171) loss_rec_sfr: 0.2652 (0.2826) loss_cl: -0.2785 (-0.2785) time: 0.7481 data: 0.0002 max mem: 29860 [18:58:31.801283] Epoch: [282] [ 260/2904] eta: 0:36:19 lr: 0.001848 loss: 0.1801 (0.1907) loss_rec_all: 0.2060 (0.2166) loss_rec_sfr: 0.2625 (0.2808) loss_cl: -0.2785 (-0.2785) time: 0.7492 data: 0.0003 max mem: 29860 [18:58:46.764077] Epoch: [282] [ 280/2904] eta: 0:35:48 lr: 0.001848 loss: 0.1807 (0.1900) loss_rec_all: 0.2071 (0.2159) loss_rec_sfr: 0.2199 (0.2771) loss_cl: -0.2795 (-0.2786) time: 0.7481 data: 0.0003 max mem: 29860 [18:59:01.697732] Epoch: [282] [ 300/2904] eta: 0:35:20 lr: 0.001848 loss: 0.1806 (0.1899) loss_rec_all: 0.2065 (0.2158) loss_rec_sfr: 0.2564 (0.2767) loss_cl: -0.2782 (-0.2786) time: 0.7466 data: 0.0002 max mem: 29860 [18:59:16.623657] Epoch: [282] [ 320/2904] eta: 0:34:52 lr: 0.001848 loss: 0.1842 (0.1899) loss_rec_all: 0.2102 (0.2159) loss_rec_sfr: 0.2652 (0.2768) loss_cl: -0.2786 (-0.2786) time: 0.7462 data: 0.0003 max mem: 29860 [18:59:31.564865] Epoch: [282] [ 340/2904] eta: 0:34:27 lr: 0.001848 loss: 0.1768 (0.1894) loss_rec_all: 0.2029 (0.2153) loss_rec_sfr: 0.2547 (0.2749) loss_cl: -0.2781 (-0.2785) time: 0.7470 data: 0.0002 max mem: 29860 [18:59:46.470859] Epoch: [282] [ 360/2904] eta: 0:34:02 lr: 0.001847 loss: 0.1800 (0.1893) loss_rec_all: 0.2064 (0.2153) loss_rec_sfr: 0.2271 (0.2748) loss_cl: -0.2794 (-0.2786) time: 0.7453 data: 0.0002 max mem: 29860 [19:00:01.512259] Epoch: [282] [ 380/2904] eta: 0:33:39 lr: 0.001847 loss: 0.1885 (0.1904) loss_rec_all: 0.2149 (0.2163) loss_rec_sfr: 0.2653 (0.2779) loss_cl: -0.2794 (-0.2786) time: 0.7520 data: 0.0002 max mem: 29860 [19:00:16.430801] Epoch: [282] [ 400/2904] eta: 0:33:16 lr: 0.001847 loss: 0.1825 (0.1908) loss_rec_all: 0.2083 (0.2167) loss_rec_sfr: 0.2660 (0.2792) loss_cl: -0.2789 (-0.2786) time: 0.7459 data: 0.0004 max mem: 29860 [19:00:31.336875] Epoch: [282] [ 420/2904] eta: 0:32:54 lr: 0.001847 loss: 0.1794 (0.1908) loss_rec_all: 0.2054 (0.2167) loss_rec_sfr: 0.2682 (0.2794) loss_cl: -0.2780 (-0.2786) time: 0.7452 data: 0.0004 max mem: 29860 [19:00:46.246274] Epoch: [282] [ 440/2904] eta: 0:32:33 lr: 0.001847 loss: 0.1804 (0.1906) loss_rec_all: 0.2066 (0.2165) loss_rec_sfr: 0.2621 (0.2788) loss_cl: -0.2789 (-0.2786) time: 0.7454 data: 0.0004 max mem: 29860 [19:01:01.143486] Epoch: [282] [ 460/2904] eta: 0:32:12 lr: 0.001847 loss: 0.1796 (0.1909) loss_rec_all: 0.2058 (0.2168) loss_rec_sfr: 0.2701 (0.2802) loss_cl: -0.2788 (-0.2786) time: 0.7448 data: 0.0002 max mem: 29860 [19:01:16.044970] Epoch: [282] [ 480/2904] eta: 0:31:51 lr: 0.001847 loss: 0.1809 (0.1909) loss_rec_all: 0.2074 (0.2168) loss_rec_sfr: 0.2597 (0.2797) loss_cl: -0.2796 (-0.2787) time: 0.7450 data: 0.0003 max mem: 29860 [19:01:30.950700] Epoch: [282] [ 500/2904] eta: 0:31:32 lr: 0.001847 loss: 0.1771 (0.1907) loss_rec_all: 0.2036 (0.2166) loss_rec_sfr: 0.2631 (0.2796) loss_cl: -0.2787 (-0.2787) time: 0.7452 data: 0.0004 max mem: 29860 [19:01:45.860010] Epoch: [282] [ 520/2904] eta: 0:31:12 lr: 0.001847 loss: 0.1837 (0.1908) loss_rec_all: 0.2098 (0.2167) loss_rec_sfr: 0.2521 (0.2800) loss_cl: -0.2789 (-0.2787) time: 0.7454 data: 0.0003 max mem: 29860 [19:02:00.770598] Epoch: [282] [ 540/2904] eta: 0:30:53 lr: 0.001847 loss: 0.1813 (0.1908) loss_rec_all: 0.2076 (0.2167) loss_rec_sfr: 0.2555 (0.2800) loss_cl: -0.2787 (-0.2787) time: 0.7455 data: 0.0003 max mem: 29860 [19:02:15.680698] Epoch: [282] [ 560/2904] eta: 0:30:34 lr: 0.001847 loss: 0.1785 (0.1908) loss_rec_all: 0.2050 (0.2167) loss_rec_sfr: 0.2660 (0.2801) loss_cl: -0.2793 (-0.2787) time: 0.7455 data: 0.0003 max mem: 29860 [19:02:30.589576] Epoch: [282] [ 580/2904] eta: 0:30:15 lr: 0.001847 loss: 0.1833 (0.1911) loss_rec_all: 0.2092 (0.2170) loss_rec_sfr: 0.2785 (0.2812) loss_cl: -0.2791 (-0.2787) time: 0.7454 data: 0.0003 max mem: 29860 [19:02:45.498828] Epoch: [282] [ 600/2904] eta: 0:29:57 lr: 0.001847 loss: 0.1821 (0.1912) loss_rec_all: 0.2083 (0.2171) loss_rec_sfr: 0.2622 (0.2816) loss_cl: -0.2793 (-0.2787) time: 0.7454 data: 0.0003 max mem: 29860 [19:03:00.404861] Epoch: [282] [ 620/2904] eta: 0:29:39 lr: 0.001847 loss: 0.1836 (0.1912) loss_rec_all: 0.2096 (0.2171) loss_rec_sfr: 0.2613 (0.2818) loss_cl: -0.2791 (-0.2787) time: 0.7453 data: 0.0003 max mem: 29860 [19:03:15.314206] Epoch: [282] [ 640/2904] eta: 0:29:21 lr: 0.001847 loss: 0.1809 (0.1912) loss_rec_all: 0.2072 (0.2171) loss_rec_sfr: 0.2622 (0.2817) loss_cl: -0.2792 (-0.2787) time: 0.7454 data: 0.0003 max mem: 29860 [19:03:30.223534] Epoch: [282] [ 660/2904] eta: 0:29:03 lr: 0.001847 loss: 0.1815 (0.1914) loss_rec_all: 0.2076 (0.2173) loss_rec_sfr: 0.2269 (0.2820) loss_cl: -0.2788 (-0.2787) time: 0.7454 data: 0.0003 max mem: 29860 [19:03:45.128336] Epoch: [282] [ 680/2904] eta: 0:28:45 lr: 0.001847 loss: 0.1839 (0.1917) loss_rec_all: 0.2100 (0.2176) loss_rec_sfr: 0.2700 (0.2829) loss_cl: -0.2783 (-0.2787) time: 0.7452 data: 0.0003 max mem: 29860 [19:04:00.041373] Epoch: [282] [ 700/2904] eta: 0:28:28 lr: 0.001847 loss: 0.1808 (0.1916) loss_rec_all: 0.2072 (0.2175) loss_rec_sfr: 0.2511 (0.2823) loss_cl: -0.2792 (-0.2787) time: 0.7456 data: 0.0003 max mem: 29860 [19:04:14.948999] Epoch: [282] [ 720/2904] eta: 0:28:11 lr: 0.001847 loss: 0.1799 (0.1914) loss_rec_all: 0.2059 (0.2173) loss_rec_sfr: 0.2572 (0.2814) loss_cl: -0.2791 (-0.2787) time: 0.7453 data: 0.0003 max mem: 29860 [19:04:29.855999] Epoch: [282] [ 740/2904] eta: 0:27:53 lr: 0.001847 loss: 0.1852 (0.1913) loss_rec_all: 0.2114 (0.2172) loss_rec_sfr: 0.2639 (0.2809) loss_cl: -0.2800 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [19:04:44.769816] Epoch: [282] [ 760/2904] eta: 0:27:36 lr: 0.001847 loss: 0.1814 (0.1913) loss_rec_all: 0.2075 (0.2172) loss_rec_sfr: 0.2602 (0.2807) loss_cl: -0.2793 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [19:04:59.681808] Epoch: [282] [ 780/2904] eta: 0:27:19 lr: 0.001847 loss: 0.1855 (0.1914) loss_rec_all: 0.2113 (0.2173) loss_rec_sfr: 0.2589 (0.2810) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [19:05:14.595568] Epoch: [282] [ 800/2904] eta: 0:27:03 lr: 0.001847 loss: 0.1906 (0.1917) loss_rec_all: 0.2166 (0.2176) loss_rec_sfr: 0.2653 (0.2818) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [19:05:29.505126] Epoch: [282] [ 820/2904] eta: 0:26:46 lr: 0.001847 loss: 0.1832 (0.1919) loss_rec_all: 0.2097 (0.2178) loss_rec_sfr: 0.2697 (0.2824) loss_cl: -0.2786 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [19:05:44.412785] Epoch: [282] [ 840/2904] eta: 0:26:29 lr: 0.001847 loss: 0.1851 (0.1920) loss_rec_all: 0.2113 (0.2179) loss_rec_sfr: 0.2690 (0.2828) loss_cl: -0.2779 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [19:05:59.321384] Epoch: [282] [ 860/2904] eta: 0:26:13 lr: 0.001847 loss: 0.1815 (0.1921) loss_rec_all: 0.2078 (0.2179) loss_rec_sfr: 0.2302 (0.2826) loss_cl: -0.2783 (-0.2787) time: 0.7454 data: 0.0003 max mem: 29860 [19:06:14.226029] Epoch: [282] [ 880/2904] eta: 0:25:56 lr: 0.001847 loss: 0.1771 (0.1920) loss_rec_all: 0.2036 (0.2179) loss_rec_sfr: 0.2659 (0.2825) loss_cl: -0.2787 (-0.2787) time: 0.7452 data: 0.0002 max mem: 29860 [19:06:29.134446] Epoch: [282] [ 900/2904] eta: 0:25:40 lr: 0.001847 loss: 0.1821 (0.1922) loss_rec_all: 0.2079 (0.2181) loss_rec_sfr: 0.2724 (0.2831) loss_cl: -0.2787 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [19:06:44.044413] Epoch: [282] [ 920/2904] eta: 0:25:23 lr: 0.001847 loss: 0.1787 (0.1920) loss_rec_all: 0.2050 (0.2179) loss_rec_sfr: 0.2663 (0.2826) loss_cl: -0.2790 (-0.2787) time: 0.7455 data: 0.0003 max mem: 29860 [19:06:58.955738] Epoch: [282] [ 940/2904] eta: 0:25:07 lr: 0.001847 loss: 0.1842 (0.1919) loss_rec_all: 0.2102 (0.2178) loss_rec_sfr: 0.2654 (0.2824) loss_cl: -0.2794 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [19:07:13.858872] Epoch: [282] [ 960/2904] eta: 0:24:51 lr: 0.001847 loss: 0.1830 (0.1918) loss_rec_all: 0.2090 (0.2177) loss_rec_sfr: 0.2647 (0.2820) loss_cl: -0.2794 (-0.2788) time: 0.7451 data: 0.0003 max mem: 29860 [19:07:28.766020] Epoch: [282] [ 980/2904] eta: 0:24:35 lr: 0.001847 loss: 0.1819 (0.1919) loss_rec_all: 0.2078 (0.2178) loss_rec_sfr: 0.2710 (0.2822) loss_cl: -0.2784 (-0.2787) time: 0.7453 data: 0.0003 max mem: 29860 [19:07:43.671984] Epoch: [282] [1000/2904] eta: 0:24:18 lr: 0.001847 loss: 0.1790 (0.1918) loss_rec_all: 0.2051 (0.2177) loss_rec_sfr: 0.2605 (0.2818) loss_cl: -0.2778 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [19:07:58.587532] Epoch: [282] [1020/2904] eta: 0:24:02 lr: 0.001847 loss: 0.1808 (0.1919) loss_rec_all: 0.2071 (0.2178) loss_rec_sfr: 0.2541 (0.2819) loss_cl: -0.2785 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [19:08:13.505783] Epoch: [282] [1040/2904] eta: 0:23:46 lr: 0.001847 loss: 0.1838 (0.1920) loss_rec_all: 0.2099 (0.2179) loss_rec_sfr: 0.2607 (0.2819) loss_cl: -0.2795 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [19:08:28.427995] Epoch: [282] [1060/2904] eta: 0:23:30 lr: 0.001846 loss: 0.1862 (0.1920) loss_rec_all: 0.2121 (0.2179) loss_rec_sfr: 0.2648 (0.2821) loss_cl: -0.2801 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [19:08:43.356097] Epoch: [282] [1080/2904] eta: 0:23:14 lr: 0.001846 loss: 0.1825 (0.1922) loss_rec_all: 0.2084 (0.2181) loss_rec_sfr: 0.2700 (0.2826) loss_cl: -0.2788 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [19:08:58.281455] Epoch: [282] [1100/2904] eta: 0:22:58 lr: 0.001846 loss: 0.1812 (0.1920) loss_rec_all: 0.2073 (0.2179) loss_rec_sfr: 0.2626 (0.2822) loss_cl: -0.2781 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [19:09:13.195061] Epoch: [282] [1120/2904] eta: 0:22:43 lr: 0.001846 loss: 0.1833 (0.1920) loss_rec_all: 0.2093 (0.2179) loss_rec_sfr: 0.2576 (0.2821) loss_cl: -0.2786 (-0.2787) time: 0.7456 data: 0.0003 max mem: 29860 [19:09:28.102236] Epoch: [282] [1140/2904] eta: 0:22:27 lr: 0.001846 loss: 0.1831 (0.1921) loss_rec_all: 0.2093 (0.2180) loss_rec_sfr: 0.2607 (0.2824) loss_cl: -0.2793 (-0.2787) time: 0.7453 data: 0.0003 max mem: 29860 [19:09:43.009547] Epoch: [282] [1160/2904] eta: 0:22:11 lr: 0.001846 loss: 0.1860 (0.1922) loss_rec_all: 0.2121 (0.2181) loss_rec_sfr: 0.2604 (0.2825) loss_cl: -0.2790 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [19:09:57.912808] Epoch: [282] [1180/2904] eta: 0:21:55 lr: 0.001846 loss: 0.1837 (0.1922) loss_rec_all: 0.2097 (0.2181) loss_rec_sfr: 0.2708 (0.2825) loss_cl: -0.2785 (-0.2787) time: 0.7451 data: 0.0003 max mem: 29860 [19:10:12.820090] Epoch: [282] [1200/2904] eta: 0:21:39 lr: 0.001846 loss: 0.1844 (0.1921) loss_rec_all: 0.2105 (0.2180) loss_rec_sfr: 0.2559 (0.2822) loss_cl: -0.2791 (-0.2787) time: 0.7453 data: 0.0004 max mem: 29860 [19:10:27.725541] Epoch: [282] [1220/2904] eta: 0:21:24 lr: 0.001846 loss: 0.1784 (0.1920) loss_rec_all: 0.2047 (0.2179) loss_rec_sfr: 0.2723 (0.2818) loss_cl: -0.2801 (-0.2788) time: 0.7452 data: 0.0003 max mem: 29860 [19:10:42.636592] Epoch: [282] [1240/2904] eta: 0:21:08 lr: 0.001846 loss: 0.1842 (0.1919) loss_rec_all: 0.2102 (0.2178) loss_rec_sfr: 0.2568 (0.2815) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [19:10:57.548499] Epoch: [282] [1260/2904] eta: 0:20:52 lr: 0.001846 loss: 0.1818 (0.1919) loss_rec_all: 0.2077 (0.2178) loss_rec_sfr: 0.2714 (0.2816) loss_cl: -0.2784 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [19:11:12.455683] Epoch: [282] [1280/2904] eta: 0:20:37 lr: 0.001846 loss: 0.1830 (0.1919) loss_rec_all: 0.2093 (0.2178) loss_rec_sfr: 0.2557 (0.2815) loss_cl: -0.2794 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [19:11:27.359371] Epoch: [282] [1300/2904] eta: 0:20:21 lr: 0.001846 loss: 0.1918 (0.1921) loss_rec_all: 0.2179 (0.2180) loss_rec_sfr: 0.2725 (0.2820) loss_cl: -0.2792 (-0.2788) time: 0.7451 data: 0.0003 max mem: 29860 [19:11:42.264853] Epoch: [282] [1320/2904] eta: 0:20:05 lr: 0.001846 loss: 0.1776 (0.1919) loss_rec_all: 0.2040 (0.2178) loss_rec_sfr: 0.2621 (0.2815) loss_cl: -0.2789 (-0.2788) time: 0.7452 data: 0.0003 max mem: 29860 [19:11:57.178338] Epoch: [282] [1340/2904] eta: 0:19:50 lr: 0.001846 loss: 0.1891 (0.1920) loss_rec_all: 0.2153 (0.2179) loss_rec_sfr: 0.2684 (0.2817) loss_cl: -0.2784 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [19:12:12.091619] Epoch: [282] [1360/2904] eta: 0:19:34 lr: 0.001846 loss: 0.1778 (0.1920) loss_rec_all: 0.2042 (0.2179) loss_rec_sfr: 0.2571 (0.2816) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [19:12:26.999377] Epoch: [282] [1380/2904] eta: 0:19:19 lr: 0.001846 loss: 0.1777 (0.1919) loss_rec_all: 0.2038 (0.2178) loss_rec_sfr: 0.2542 (0.2813) loss_cl: -0.2796 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [19:12:41.908203] Epoch: [282] [1400/2904] eta: 0:19:03 lr: 0.001846 loss: 0.1832 (0.1918) loss_rec_all: 0.2093 (0.2178) loss_rec_sfr: 0.2689 (0.2811) loss_cl: -0.2798 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [19:12:56.819773] Epoch: [282] [1420/2904] eta: 0:18:48 lr: 0.001846 loss: 0.1825 (0.1917) loss_rec_all: 0.2087 (0.2177) loss_rec_sfr: 0.2461 (0.2807) loss_cl: -0.2794 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [19:13:11.725950] Epoch: [282] [1440/2904] eta: 0:18:32 lr: 0.001846 loss: 0.1787 (0.1917) loss_rec_all: 0.2051 (0.2177) loss_rec_sfr: 0.2500 (0.2807) loss_cl: -0.2789 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [19:13:26.638445] Epoch: [282] [1460/2904] eta: 0:18:17 lr: 0.001846 loss: 0.1793 (0.1917) loss_rec_all: 0.2058 (0.2176) loss_rec_sfr: 0.2620 (0.2806) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [19:13:41.547689] Epoch: [282] [1480/2904] eta: 0:18:01 lr: 0.001846 loss: 0.1787 (0.1916) loss_rec_all: 0.2048 (0.2175) loss_rec_sfr: 0.2637 (0.2802) loss_cl: -0.2793 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [19:13:56.464345] Epoch: [282] [1500/2904] eta: 0:17:46 lr: 0.001846 loss: 0.1798 (0.1915) loss_rec_all: 0.2063 (0.2174) loss_rec_sfr: 0.2661 (0.2799) loss_cl: -0.2794 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [19:14:11.371802] Epoch: [282] [1520/2904] eta: 0:17:30 lr: 0.001846 loss: 0.1814 (0.1914) loss_rec_all: 0.2073 (0.2173) loss_rec_sfr: 0.2498 (0.2797) loss_cl: -0.2785 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [19:14:26.280798] Epoch: [282] [1540/2904] eta: 0:17:15 lr: 0.001846 loss: 0.1811 (0.1914) loss_rec_all: 0.2074 (0.2173) loss_rec_sfr: 0.2604 (0.2797) loss_cl: -0.2786 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [19:14:41.187225] Epoch: [282] [1560/2904] eta: 0:16:59 lr: 0.001846 loss: 0.1843 (0.1914) loss_rec_all: 0.2101 (0.2173) loss_rec_sfr: 0.2702 (0.2798) loss_cl: -0.2793 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [19:14:56.095161] Epoch: [282] [1580/2904] eta: 0:16:44 lr: 0.001846 loss: 0.1915 (0.1915) loss_rec_all: 0.2175 (0.2174) loss_rec_sfr: 0.2685 (0.2800) loss_cl: -0.2790 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [19:15:11.006065] Epoch: [282] [1600/2904] eta: 0:16:29 lr: 0.001846 loss: 0.1823 (0.1915) loss_rec_all: 0.2083 (0.2175) loss_rec_sfr: 0.2685 (0.2802) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [19:15:25.913232] Epoch: [282] [1620/2904] eta: 0:16:13 lr: 0.001846 loss: 0.1818 (0.1915) loss_rec_all: 0.2080 (0.2174) loss_rec_sfr: 0.2479 (0.2799) loss_cl: -0.2800 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [19:15:40.821239] Epoch: [282] [1640/2904] eta: 0:15:58 lr: 0.001846 loss: 0.1824 (0.1914) loss_rec_all: 0.2086 (0.2173) loss_rec_sfr: 0.2690 (0.2799) loss_cl: -0.2797 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [19:15:55.724242] Epoch: [282] [1660/2904] eta: 0:15:42 lr: 0.001846 loss: 0.1833 (0.1914) loss_rec_all: 0.2092 (0.2173) loss_rec_sfr: 0.2608 (0.2797) loss_cl: -0.2787 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [19:16:10.641693] Epoch: [282] [1680/2904] eta: 0:15:27 lr: 0.001846 loss: 0.1816 (0.1915) loss_rec_all: 0.2077 (0.2174) loss_rec_sfr: 0.2580 (0.2800) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [19:16:25.547935] Epoch: [282] [1700/2904] eta: 0:15:12 lr: 0.001846 loss: 0.1797 (0.1915) loss_rec_all: 0.2057 (0.2174) loss_rec_sfr: 0.2602 (0.2800) loss_cl: -0.2795 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [19:16:40.454086] Epoch: [282] [1720/2904] eta: 0:14:56 lr: 0.001846 loss: 0.1874 (0.1916) loss_rec_all: 0.2137 (0.2175) loss_rec_sfr: 0.2706 (0.2803) loss_cl: -0.2801 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [19:16:55.359567] Epoch: [282] [1740/2904] eta: 0:14:41 lr: 0.001846 loss: 0.1793 (0.1916) loss_rec_all: 0.2058 (0.2175) loss_rec_sfr: 0.2576 (0.2804) loss_cl: -0.2783 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [19:17:10.268650] Epoch: [282] [1760/2904] eta: 0:14:26 lr: 0.001845 loss: 0.1808 (0.1916) loss_rec_all: 0.2067 (0.2175) loss_rec_sfr: 0.2638 (0.2805) loss_cl: -0.2787 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [19:17:25.181990] Epoch: [282] [1780/2904] eta: 0:14:11 lr: 0.001845 loss: 0.1848 (0.1916) loss_rec_all: 0.2107 (0.2175) loss_rec_sfr: 0.2646 (0.2803) loss_cl: -0.2793 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [19:17:40.086081] Epoch: [282] [1800/2904] eta: 0:13:55 lr: 0.001845 loss: 0.1827 (0.1915) loss_rec_all: 0.2091 (0.2175) loss_rec_sfr: 0.2605 (0.2802) loss_cl: -0.2791 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [19:17:54.994231] Epoch: [282] [1820/2904] eta: 0:13:40 lr: 0.001845 loss: 0.1835 (0.1916) loss_rec_all: 0.2095 (0.2175) loss_rec_sfr: 0.2754 (0.2805) loss_cl: -0.2792 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [19:18:09.902416] Epoch: [282] [1840/2904] eta: 0:13:25 lr: 0.001845 loss: 0.1909 (0.1917) loss_rec_all: 0.2167 (0.2176) loss_rec_sfr: 0.2644 (0.2806) loss_cl: -0.2791 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [19:18:24.810080] Epoch: [282] [1860/2904] eta: 0:13:09 lr: 0.001845 loss: 0.1833 (0.1918) loss_rec_all: 0.2097 (0.2177) loss_rec_sfr: 0.2709 (0.2808) loss_cl: -0.2792 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [19:18:39.717235] Epoch: [282] [1880/2904] eta: 0:12:54 lr: 0.001845 loss: 0.1796 (0.1917) loss_rec_all: 0.2055 (0.2176) loss_rec_sfr: 0.2639 (0.2808) loss_cl: -0.2777 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [19:18:54.626047] Epoch: [282] [1900/2904] eta: 0:12:39 lr: 0.001845 loss: 0.1858 (0.1918) loss_rec_all: 0.2121 (0.2177) loss_rec_sfr: 0.2657 (0.2809) loss_cl: -0.2785 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [19:19:09.535154] Epoch: [282] [1920/2904] eta: 0:12:24 lr: 0.001845 loss: 0.1810 (0.1917) loss_rec_all: 0.2073 (0.2177) loss_rec_sfr: 0.2652 (0.2809) loss_cl: -0.2786 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [19:19:24.443618] Epoch: [282] [1940/2904] eta: 0:12:08 lr: 0.001845 loss: 0.1835 (0.1918) loss_rec_all: 0.2097 (0.2177) loss_rec_sfr: 0.2668 (0.2811) loss_cl: -0.2788 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [19:19:39.354545] Epoch: [282] [1960/2904] eta: 0:11:53 lr: 0.001845 loss: 0.1852 (0.1919) loss_rec_all: 0.2116 (0.2178) loss_rec_sfr: 0.2589 (0.2813) loss_cl: -0.2793 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [19:19:54.259764] Epoch: [282] [1980/2904] eta: 0:11:38 lr: 0.001845 loss: 0.1785 (0.1918) loss_rec_all: 0.2049 (0.2178) loss_rec_sfr: 0.2621 (0.2811) loss_cl: -0.2799 (-0.2788) time: 0.7452 data: 0.0003 max mem: 29860 [19:20:09.166187] Epoch: [282] [2000/2904] eta: 0:11:23 lr: 0.001845 loss: 0.1873 (0.1919) loss_rec_all: 0.2137 (0.2178) loss_rec_sfr: 0.2588 (0.2812) loss_cl: -0.2798 (-0.2788) time: 0.7453 data: 0.0004 max mem: 29860 [19:20:24.076519] Epoch: [282] [2020/2904] eta: 0:11:08 lr: 0.001845 loss: 0.1830 (0.1919) loss_rec_all: 0.2093 (0.2178) loss_rec_sfr: 0.2666 (0.2811) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [19:20:38.997164] Epoch: [282] [2040/2904] eta: 0:10:52 lr: 0.001845 loss: 0.1783 (0.1919) loss_rec_all: 0.2045 (0.2178) loss_rec_sfr: 0.2664 (0.2813) loss_cl: -0.2784 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [19:20:53.919993] Epoch: [282] [2060/2904] eta: 0:10:37 lr: 0.001845 loss: 0.1849 (0.1919) loss_rec_all: 0.2107 (0.2179) loss_rec_sfr: 0.2633 (0.2814) loss_cl: -0.2784 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [19:21:08.836871] Epoch: [282] [2080/2904] eta: 0:10:22 lr: 0.001845 loss: 0.1827 (0.1919) loss_rec_all: 0.2086 (0.2179) loss_rec_sfr: 0.2620 (0.2814) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [19:21:23.757315] Epoch: [282] [2100/2904] eta: 0:10:07 lr: 0.001845 loss: 0.1836 (0.1919) loss_rec_all: 0.2095 (0.2178) loss_rec_sfr: 0.2608 (0.2813) loss_cl: -0.2794 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [19:21:38.682656] Epoch: [282] [2120/2904] eta: 0:09:52 lr: 0.001845 loss: 0.1806 (0.1919) loss_rec_all: 0.2068 (0.2178) loss_rec_sfr: 0.2540 (0.2813) loss_cl: -0.2791 (-0.2788) time: 0.7462 data: 0.0004 max mem: 29860 [19:21:53.601464] Epoch: [282] [2140/2904] eta: 0:09:36 lr: 0.001845 loss: 0.1798 (0.1918) loss_rec_all: 0.2057 (0.2178) loss_rec_sfr: 0.2708 (0.2812) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [19:22:08.515263] Epoch: [282] [2160/2904] eta: 0:09:21 lr: 0.001845 loss: 0.1803 (0.1919) loss_rec_all: 0.2062 (0.2178) loss_rec_sfr: 0.2773 (0.2815) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [19:22:23.428062] Epoch: [282] [2180/2904] eta: 0:09:06 lr: 0.001845 loss: 0.1804 (0.1919) loss_rec_all: 0.2064 (0.2178) loss_rec_sfr: 0.2623 (0.2815) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [19:22:38.337173] Epoch: [282] [2200/2904] eta: 0:08:51 lr: 0.001845 loss: 0.1836 (0.1919) loss_rec_all: 0.2097 (0.2178) loss_rec_sfr: 0.2395 (0.2813) loss_cl: -0.2779 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [19:22:53.250566] Epoch: [282] [2220/2904] eta: 0:08:36 lr: 0.001845 loss: 0.1815 (0.1919) loss_rec_all: 0.2078 (0.2178) loss_rec_sfr: 0.2646 (0.2813) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [19:23:08.160536] Epoch: [282] [2240/2904] eta: 0:08:21 lr: 0.001845 loss: 0.1764 (0.1918) loss_rec_all: 0.2028 (0.2178) loss_rec_sfr: 0.2569 (0.2811) loss_cl: -0.2797 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [19:23:23.075996] Epoch: [282] [2260/2904] eta: 0:08:06 lr: 0.001845 loss: 0.1807 (0.1918) loss_rec_all: 0.2068 (0.2177) loss_rec_sfr: 0.2682 (0.2810) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [19:23:37.985880] Epoch: [282] [2280/2904] eta: 0:07:50 lr: 0.001845 loss: 0.1804 (0.1917) loss_rec_all: 0.2064 (0.2176) loss_rec_sfr: 0.2594 (0.2808) loss_cl: -0.2785 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [19:23:52.894680] Epoch: [282] [2300/2904] eta: 0:07:35 lr: 0.001845 loss: 0.1812 (0.1918) loss_rec_all: 0.2071 (0.2177) loss_rec_sfr: 0.2636 (0.2809) loss_cl: -0.2778 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [19:24:07.809617] Epoch: [282] [2320/2904] eta: 0:07:20 lr: 0.001845 loss: 0.1795 (0.1917) loss_rec_all: 0.2059 (0.2176) loss_rec_sfr: 0.2632 (0.2808) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [19:24:22.716467] Epoch: [282] [2340/2904] eta: 0:07:05 lr: 0.001845 loss: 0.1823 (0.1917) loss_rec_all: 0.2084 (0.2176) loss_rec_sfr: 0.2627 (0.2807) loss_cl: -0.2798 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [19:24:37.628900] Epoch: [282] [2360/2904] eta: 0:06:50 lr: 0.001845 loss: 0.1849 (0.1917) loss_rec_all: 0.2109 (0.2176) loss_rec_sfr: 0.2711 (0.2808) loss_cl: -0.2798 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [19:24:52.551812] Epoch: [282] [2380/2904] eta: 0:06:35 lr: 0.001845 loss: 0.1802 (0.1917) loss_rec_all: 0.2068 (0.2176) loss_rec_sfr: 0.2219 (0.2807) loss_cl: -0.2788 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [19:25:07.468483] Epoch: [282] [2400/2904] eta: 0:06:20 lr: 0.001845 loss: 0.1829 (0.1917) loss_rec_all: 0.2094 (0.2176) loss_rec_sfr: 0.2637 (0.2806) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [19:25:22.383412] Epoch: [282] [2420/2904] eta: 0:06:04 lr: 0.001845 loss: 0.1798 (0.1916) loss_rec_all: 0.2062 (0.2175) loss_rec_sfr: 0.2631 (0.2804) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [19:25:37.296130] Epoch: [282] [2440/2904] eta: 0:05:49 lr: 0.001844 loss: 0.1789 (0.1916) loss_rec_all: 0.2054 (0.2175) loss_rec_sfr: 0.2224 (0.2802) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [19:25:52.206645] Epoch: [282] [2460/2904] eta: 0:05:34 lr: 0.001844 loss: 0.1829 (0.1916) loss_rec_all: 0.2089 (0.2175) loss_rec_sfr: 0.2697 (0.2803) loss_cl: -0.2785 (-0.2788) time: 0.7455 data: 0.0004 max mem: 29860 [19:26:07.115221] Epoch: [282] [2480/2904] eta: 0:05:19 lr: 0.001844 loss: 0.1846 (0.1916) loss_rec_all: 0.2104 (0.2175) loss_rec_sfr: 0.2675 (0.2804) loss_cl: -0.2780 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [19:26:22.027571] Epoch: [282] [2500/2904] eta: 0:05:04 lr: 0.001844 loss: 0.1847 (0.1916) loss_rec_all: 0.2105 (0.2175) loss_rec_sfr: 0.2632 (0.2803) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [19:26:36.935083] Epoch: [282] [2520/2904] eta: 0:04:49 lr: 0.001844 loss: 0.1815 (0.1916) loss_rec_all: 0.2077 (0.2175) loss_rec_sfr: 0.2591 (0.2802) loss_cl: -0.2792 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [19:26:51.844866] Epoch: [282] [2540/2904] eta: 0:04:34 lr: 0.001844 loss: 0.1808 (0.1916) loss_rec_all: 0.2067 (0.2175) loss_rec_sfr: 0.2648 (0.2803) loss_cl: -0.2788 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [19:27:06.758824] Epoch: [282] [2560/2904] eta: 0:04:19 lr: 0.001844 loss: 0.1871 (0.1916) loss_rec_all: 0.2133 (0.2175) loss_rec_sfr: 0.2612 (0.2804) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [19:27:21.668670] Epoch: [282] [2580/2904] eta: 0:04:04 lr: 0.001844 loss: 0.1815 (0.1917) loss_rec_all: 0.2079 (0.2176) loss_rec_sfr: 0.2755 (0.2808) loss_cl: -0.2785 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [19:27:36.580783] Epoch: [282] [2600/2904] eta: 0:03:49 lr: 0.001844 loss: 0.1819 (0.1916) loss_rec_all: 0.2085 (0.2176) loss_rec_sfr: 0.2590 (0.2806) loss_cl: -0.2793 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [19:27:51.511174] Epoch: [282] [2620/2904] eta: 0:03:33 lr: 0.001844 loss: 0.1793 (0.1916) loss_rec_all: 0.2055 (0.2175) loss_rec_sfr: 0.2582 (0.2805) loss_cl: -0.2791 (-0.2788) time: 0.7465 data: 0.0003 max mem: 29860 [19:28:06.423317] Epoch: [282] [2640/2904] eta: 0:03:18 lr: 0.001844 loss: 0.1788 (0.1916) loss_rec_all: 0.2051 (0.2175) loss_rec_sfr: 0.2568 (0.2805) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [19:28:21.332632] Epoch: [282] [2660/2904] eta: 0:03:03 lr: 0.001844 loss: 0.1854 (0.1917) loss_rec_all: 0.2115 (0.2176) loss_rec_sfr: 0.2760 (0.2808) loss_cl: -0.2785 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [19:28:36.241906] Epoch: [282] [2680/2904] eta: 0:02:48 lr: 0.001844 loss: 0.1880 (0.1918) loss_rec_all: 0.2140 (0.2177) loss_rec_sfr: 0.2650 (0.2810) loss_cl: -0.2793 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [19:28:51.151180] Epoch: [282] [2700/2904] eta: 0:02:33 lr: 0.001844 loss: 0.1818 (0.1917) loss_rec_all: 0.2077 (0.2177) loss_rec_sfr: 0.2698 (0.2810) loss_cl: -0.2787 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [19:29:06.055401] Epoch: [282] [2720/2904] eta: 0:02:18 lr: 0.001844 loss: 0.1812 (0.1917) loss_rec_all: 0.2071 (0.2176) loss_rec_sfr: 0.2665 (0.2810) loss_cl: -0.2787 (-0.2788) time: 0.7452 data: 0.0003 max mem: 29860 [19:29:20.977058] Epoch: [282] [2740/2904] eta: 0:02:03 lr: 0.001844 loss: 0.1848 (0.1917) loss_rec_all: 0.2107 (0.2177) loss_rec_sfr: 0.2563 (0.2810) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [19:29:35.910697] Epoch: [282] [2760/2904] eta: 0:01:48 lr: 0.001844 loss: 0.1836 (0.1918) loss_rec_all: 0.2095 (0.2177) loss_rec_sfr: 0.2743 (0.2812) loss_cl: -0.2791 (-0.2788) time: 0.7466 data: 0.0003 max mem: 29860 [19:29:50.834963] Epoch: [282] [2780/2904] eta: 0:01:33 lr: 0.001844 loss: 0.1881 (0.1919) loss_rec_all: 0.2142 (0.2178) loss_rec_sfr: 0.2752 (0.2815) loss_cl: -0.2791 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [19:30:05.761056] Epoch: [282] [2800/2904] eta: 0:01:18 lr: 0.001844 loss: 0.1843 (0.1920) loss_rec_all: 0.2104 (0.2179) loss_rec_sfr: 0.2603 (0.2817) loss_cl: -0.2792 (-0.2788) time: 0.7463 data: 0.0003 max mem: 29860 [19:30:20.685742] Epoch: [282] [2820/2904] eta: 0:01:03 lr: 0.001844 loss: 0.1828 (0.1920) loss_rec_all: 0.2086 (0.2179) loss_rec_sfr: 0.2624 (0.2817) loss_cl: -0.2788 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [19:30:35.659823] Epoch: [282] [2840/2904] eta: 0:00:48 lr: 0.001844 loss: 0.1826 (0.1920) loss_rec_all: 0.2085 (0.2179) loss_rec_sfr: 0.2614 (0.2818) loss_cl: -0.2786 (-0.2788) time: 0.7487 data: 0.0026 max mem: 29860 [19:30:50.564156] Epoch: [282] [2860/2904] eta: 0:00:33 lr: 0.001844 loss: 0.1834 (0.1920) loss_rec_all: 0.2092 (0.2179) loss_rec_sfr: 0.2730 (0.2819) loss_cl: -0.2793 (-0.2788) time: 0.7452 data: 0.0001 max mem: 29860 [19:31:05.467195] Epoch: [282] [2880/2904] eta: 0:00:18 lr: 0.001844 loss: 0.1818 (0.1920) loss_rec_all: 0.2078 (0.2179) loss_rec_sfr: 0.2639 (0.2819) loss_cl: -0.2795 (-0.2788) time: 0.7451 data: 0.0001 max mem: 29860 [19:31:20.372862] Epoch: [282] [2900/2904] eta: 0:00:03 lr: 0.001844 loss: 0.1804 (0.1920) loss_rec_all: 0.2066 (0.2179) loss_rec_sfr: 0.2652 (0.2818) loss_cl: -0.2787 (-0.2788) time: 0.7452 data: 0.0001 max mem: 29860 [19:31:22.616710] Epoch: [282] [2903/2904] eta: 0:00:00 lr: 0.001844 loss: 0.1815 (0.1920) loss_rec_all: 0.2074 (0.2179) loss_rec_sfr: 0.2668 (0.2819) loss_cl: -0.2786 (-0.2788) time: 0.7453 data: 0.0001 max mem: 29860 [19:31:24.985074] Epoch: [282] Total time: 0:36:28 (0.7536 s / it) [19:31:24.992951] Averaged stats: lr: 0.001844 loss: 0.1815 (0.1942) loss_rec_all: 0.2074 (0.2178) loss_rec_sfr: 0.2668 (0.2807) loss_cl: -0.2786 (-0.2556) [19:31:24.998191] log_dir: ./checkpoint/VF2_ViT-B [19:31:40.238788] Epoch: [283] [ 0/2904] eta: 12:17:29 lr: 0.001844 loss: 0.1758 (0.1758) loss_rec_all: 0.2018 (0.2018) loss_rec_sfr: 0.2237 (0.2237) loss_cl: -0.2761 (-0.2761) time: 15.2376 data: 12.5483 max mem: 29860 [19:31:57.510550] Epoch: [283] [ 20/2904] eta: 1:14:24 lr: 0.001844 loss: 0.1828 (0.1900) loss_rec_all: 0.2087 (0.2158) loss_rec_sfr: 0.2581 (0.2754) loss_cl: -0.2779 (-0.2778) time: 0.8635 data: 0.1193 max mem: 29860 [19:32:12.392964] Epoch: [283] [ 40/2904] eta: 0:55:10 lr: 0.001844 loss: 0.1787 (0.1908) loss_rec_all: 0.2047 (0.2167) loss_rec_sfr: 0.2579 (0.2791) loss_cl: -0.2781 (-0.2780) time: 0.7441 data: 0.0002 max mem: 29860 [19:32:27.287636] Epoch: [283] [ 60/2904] eta: 0:48:23 lr: 0.001844 loss: 0.1828 (0.1905) loss_rec_all: 0.2092 (0.2164) loss_rec_sfr: 0.2650 (0.2798) loss_cl: -0.2793 (-0.2783) time: 0.7447 data: 0.0003 max mem: 29860 [19:32:42.181041] Epoch: [283] [ 80/2904] eta: 0:44:50 lr: 0.001844 loss: 0.1863 (0.1917) loss_rec_all: 0.2122 (0.2176) loss_rec_sfr: 0.2623 (0.2813) loss_cl: -0.2787 (-0.2785) time: 0.7446 data: 0.0002 max mem: 29860 [19:32:57.088614] Epoch: [283] [ 100/2904] eta: 0:42:36 lr: 0.001844 loss: 0.1829 (0.1919) loss_rec_all: 0.2093 (0.2178) loss_rec_sfr: 0.2616 (0.2813) loss_cl: -0.2789 (-0.2786) time: 0.7453 data: 0.0003 max mem: 29860 [19:33:12.012187] Epoch: [283] [ 120/2904] eta: 0:41:01 lr: 0.001844 loss: 0.1785 (0.1922) loss_rec_all: 0.2046 (0.2181) loss_rec_sfr: 0.2587 (0.2827) loss_cl: -0.2793 (-0.2787) time: 0.7461 data: 0.0003 max mem: 29860 [19:33:26.931865] Epoch: [283] [ 140/2904] eta: 0:39:50 lr: 0.001844 loss: 0.1805 (0.1913) loss_rec_all: 0.2065 (0.2172) loss_rec_sfr: 0.2553 (0.2788) loss_cl: -0.2788 (-0.2787) time: 0.7459 data: 0.0003 max mem: 29860 [19:33:41.851793] Epoch: [283] [ 160/2904] eta: 0:38:52 lr: 0.001844 loss: 0.1809 (0.1911) loss_rec_all: 0.2071 (0.2170) loss_rec_sfr: 0.2612 (0.2785) loss_cl: -0.2788 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [19:33:56.772422] Epoch: [283] [ 180/2904] eta: 0:38:03 lr: 0.001844 loss: 0.1820 (0.1916) loss_rec_all: 0.2078 (0.2175) loss_rec_sfr: 0.2588 (0.2796) loss_cl: -0.2789 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [19:34:11.713246] Epoch: [283] [ 200/2904] eta: 0:37:22 lr: 0.001844 loss: 0.1823 (0.1918) loss_rec_all: 0.2081 (0.2177) loss_rec_sfr: 0.2679 (0.2806) loss_cl: -0.2785 (-0.2787) time: 0.7470 data: 0.0002 max mem: 29860 [19:34:26.629545] Epoch: [283] [ 220/2904] eta: 0:36:45 lr: 0.001844 loss: 0.1811 (0.1910) loss_rec_all: 0.2069 (0.2170) loss_rec_sfr: 0.2633 (0.2787) loss_cl: -0.2782 (-0.2787) time: 0.7458 data: 0.0003 max mem: 29860 [19:34:41.548312] Epoch: [283] [ 240/2904] eta: 0:36:12 lr: 0.001843 loss: 0.1791 (0.1909) loss_rec_all: 0.2050 (0.2168) loss_rec_sfr: 0.2591 (0.2784) loss_cl: -0.2780 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [19:34:56.477412] Epoch: [283] [ 260/2904] eta: 0:35:42 lr: 0.001843 loss: 0.1819 (0.1905) loss_rec_all: 0.2078 (0.2164) loss_rec_sfr: 0.2493 (0.2761) loss_cl: -0.2789 (-0.2786) time: 0.7464 data: 0.0002 max mem: 29860 [19:35:11.419252] Epoch: [283] [ 280/2904] eta: 0:35:14 lr: 0.001843 loss: 0.1805 (0.1903) loss_rec_all: 0.2069 (0.2162) loss_rec_sfr: 0.2486 (0.2751) loss_cl: -0.2794 (-0.2787) time: 0.7471 data: 0.0002 max mem: 29860 [19:35:26.344160] Epoch: [283] [ 300/2904] eta: 0:34:47 lr: 0.001843 loss: 0.1818 (0.1901) loss_rec_all: 0.2077 (0.2160) loss_rec_sfr: 0.2594 (0.2743) loss_cl: -0.2793 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [19:35:41.285446] Epoch: [283] [ 320/2904] eta: 0:34:22 lr: 0.001843 loss: 0.1804 (0.1904) loss_rec_all: 0.2063 (0.2163) loss_rec_sfr: 0.2579 (0.2755) loss_cl: -0.2788 (-0.2787) time: 0.7470 data: 0.0002 max mem: 29860 [19:35:56.203985] Epoch: [283] [ 340/2904] eta: 0:33:59 lr: 0.001843 loss: 0.1794 (0.1905) loss_rec_all: 0.2061 (0.2164) loss_rec_sfr: 0.2251 (0.2751) loss_cl: -0.2785 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [19:36:11.137770] Epoch: [283] [ 360/2904] eta: 0:33:36 lr: 0.001843 loss: 0.1829 (0.1904) loss_rec_all: 0.2087 (0.2164) loss_rec_sfr: 0.2553 (0.2749) loss_cl: -0.2792 (-0.2788) time: 0.7466 data: 0.0003 max mem: 29860 [19:36:26.217116] Epoch: [283] [ 380/2904] eta: 0:33:15 lr: 0.001843 loss: 0.1829 (0.1909) loss_rec_all: 0.2091 (0.2168) loss_rec_sfr: 0.2573 (0.2763) loss_cl: -0.2781 (-0.2787) time: 0.7539 data: 0.0002 max mem: 29860 [19:36:41.132761] Epoch: [283] [ 400/2904] eta: 0:32:53 lr: 0.001843 loss: 0.1831 (0.1911) loss_rec_all: 0.2095 (0.2170) loss_rec_sfr: 0.2664 (0.2771) loss_cl: -0.2786 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [19:36:56.050868] Epoch: [283] [ 420/2904] eta: 0:32:33 lr: 0.001843 loss: 0.1829 (0.1913) loss_rec_all: 0.2088 (0.2172) loss_rec_sfr: 0.2660 (0.2779) loss_cl: -0.2791 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [19:37:10.972383] Epoch: [283] [ 440/2904] eta: 0:32:12 lr: 0.001843 loss: 0.1809 (0.1912) loss_rec_all: 0.2072 (0.2171) loss_rec_sfr: 0.2516 (0.2775) loss_cl: -0.2793 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [19:37:25.889969] Epoch: [283] [ 460/2904] eta: 0:31:53 lr: 0.001843 loss: 0.1837 (0.1914) loss_rec_all: 0.2095 (0.2173) loss_rec_sfr: 0.2329 (0.2776) loss_cl: -0.2797 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [19:37:40.808819] Epoch: [283] [ 480/2904] eta: 0:31:33 lr: 0.001843 loss: 0.1783 (0.1915) loss_rec_all: 0.2049 (0.2175) loss_rec_sfr: 0.2572 (0.2783) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [19:37:55.726000] Epoch: [283] [ 500/2904] eta: 0:31:14 lr: 0.001843 loss: 0.1858 (0.1917) loss_rec_all: 0.2116 (0.2177) loss_rec_sfr: 0.2693 (0.2793) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [19:38:10.638117] Epoch: [283] [ 520/2904] eta: 0:30:56 lr: 0.001843 loss: 0.1837 (0.1918) loss_rec_all: 0.2097 (0.2177) loss_rec_sfr: 0.2681 (0.2794) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [19:38:25.563748] Epoch: [283] [ 540/2904] eta: 0:30:37 lr: 0.001843 loss: 0.1797 (0.1914) loss_rec_all: 0.2060 (0.2173) loss_rec_sfr: 0.2646 (0.2783) loss_cl: -0.2792 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [19:38:40.489444] Epoch: [283] [ 560/2904] eta: 0:30:19 lr: 0.001843 loss: 0.1803 (0.1915) loss_rec_all: 0.2062 (0.2174) loss_rec_sfr: 0.2556 (0.2788) loss_cl: -0.2788 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [19:38:55.412712] Epoch: [283] [ 580/2904] eta: 0:30:01 lr: 0.001843 loss: 0.1803 (0.1915) loss_rec_all: 0.2064 (0.2174) loss_rec_sfr: 0.2645 (0.2789) loss_cl: -0.2784 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [19:39:10.325589] Epoch: [283] [ 600/2904] eta: 0:29:43 lr: 0.001843 loss: 0.1801 (0.1918) loss_rec_all: 0.2068 (0.2177) loss_rec_sfr: 0.2403 (0.2796) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [19:39:25.239724] Epoch: [283] [ 620/2904] eta: 0:29:26 lr: 0.001843 loss: 0.1774 (0.1914) loss_rec_all: 0.2036 (0.2173) loss_rec_sfr: 0.2578 (0.2788) loss_cl: -0.2795 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [19:39:40.150961] Epoch: [283] [ 640/2904] eta: 0:29:08 lr: 0.001843 loss: 0.1791 (0.1914) loss_rec_all: 0.2054 (0.2173) loss_rec_sfr: 0.2549 (0.2786) loss_cl: -0.2799 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [19:39:55.064000] Epoch: [283] [ 660/2904] eta: 0:28:51 lr: 0.001843 loss: 0.1797 (0.1911) loss_rec_all: 0.2060 (0.2171) loss_rec_sfr: 0.2537 (0.2779) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [19:40:09.981096] Epoch: [283] [ 680/2904] eta: 0:28:34 lr: 0.001843 loss: 0.1789 (0.1911) loss_rec_all: 0.2048 (0.2170) loss_rec_sfr: 0.2654 (0.2780) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [19:40:24.896236] Epoch: [283] [ 700/2904] eta: 0:28:17 lr: 0.001843 loss: 0.1815 (0.1910) loss_rec_all: 0.2073 (0.2170) loss_rec_sfr: 0.2673 (0.2779) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [19:40:39.809612] Epoch: [283] [ 720/2904] eta: 0:28:00 lr: 0.001843 loss: 0.1821 (0.1910) loss_rec_all: 0.2084 (0.2169) loss_rec_sfr: 0.2686 (0.2777) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [19:40:54.725665] Epoch: [283] [ 740/2904] eta: 0:27:43 lr: 0.001843 loss: 0.1820 (0.1909) loss_rec_all: 0.2085 (0.2168) loss_rec_sfr: 0.2603 (0.2776) loss_cl: -0.2794 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [19:41:09.641666] Epoch: [283] [ 760/2904] eta: 0:27:27 lr: 0.001843 loss: 0.1795 (0.1911) loss_rec_all: 0.2058 (0.2170) loss_rec_sfr: 0.2551 (0.2780) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [19:41:24.558647] Epoch: [283] [ 780/2904] eta: 0:27:10 lr: 0.001843 loss: 0.1797 (0.1908) loss_rec_all: 0.2060 (0.2167) loss_rec_sfr: 0.2584 (0.2770) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [19:41:39.475175] Epoch: [283] [ 800/2904] eta: 0:26:53 lr: 0.001843 loss: 0.1847 (0.1909) loss_rec_all: 0.2109 (0.2169) loss_rec_sfr: 0.2687 (0.2774) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [19:41:54.387429] Epoch: [283] [ 820/2904] eta: 0:26:37 lr: 0.001843 loss: 0.1810 (0.1908) loss_rec_all: 0.2070 (0.2168) loss_rec_sfr: 0.2567 (0.2771) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [19:42:09.301344] Epoch: [283] [ 840/2904] eta: 0:26:21 lr: 0.001843 loss: 0.1818 (0.1907) loss_rec_all: 0.2079 (0.2166) loss_rec_sfr: 0.2582 (0.2765) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [19:42:24.218598] Epoch: [283] [ 860/2904] eta: 0:26:04 lr: 0.001843 loss: 0.1826 (0.1907) loss_rec_all: 0.2090 (0.2166) loss_rec_sfr: 0.2615 (0.2764) loss_cl: -0.2795 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [19:42:39.136381] Epoch: [283] [ 880/2904] eta: 0:25:48 lr: 0.001843 loss: 0.1834 (0.1907) loss_rec_all: 0.2094 (0.2167) loss_rec_sfr: 0.2642 (0.2765) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [19:42:54.054148] Epoch: [283] [ 900/2904] eta: 0:25:32 lr: 0.001843 loss: 0.1810 (0.1906) loss_rec_all: 0.2069 (0.2165) loss_rec_sfr: 0.2678 (0.2763) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [19:43:08.972181] Epoch: [283] [ 920/2904] eta: 0:25:16 lr: 0.001843 loss: 0.1825 (0.1906) loss_rec_all: 0.2086 (0.2165) loss_rec_sfr: 0.2634 (0.2764) loss_cl: -0.2784 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [19:43:23.893135] Epoch: [283] [ 940/2904] eta: 0:25:00 lr: 0.001842 loss: 0.1837 (0.1906) loss_rec_all: 0.2095 (0.2166) loss_rec_sfr: 0.2651 (0.2765) loss_cl: -0.2784 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [19:43:38.811666] Epoch: [283] [ 960/2904] eta: 0:24:44 lr: 0.001842 loss: 0.1801 (0.1906) loss_rec_all: 0.2066 (0.2166) loss_rec_sfr: 0.2332 (0.2764) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [19:43:53.720892] Epoch: [283] [ 980/2904] eta: 0:24:28 lr: 0.001842 loss: 0.1843 (0.1909) loss_rec_all: 0.2103 (0.2168) loss_rec_sfr: 0.2715 (0.2772) loss_cl: -0.2788 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [19:44:08.634078] Epoch: [283] [1000/2904] eta: 0:24:12 lr: 0.001842 loss: 0.1825 (0.1911) loss_rec_all: 0.2087 (0.2170) loss_rec_sfr: 0.2606 (0.2777) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [19:44:23.552165] Epoch: [283] [1020/2904] eta: 0:23:56 lr: 0.001842 loss: 0.1862 (0.1912) loss_rec_all: 0.2121 (0.2171) loss_rec_sfr: 0.2759 (0.2781) loss_cl: -0.2795 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [19:44:38.463352] Epoch: [283] [1040/2904] eta: 0:23:40 lr: 0.001842 loss: 0.1805 (0.1910) loss_rec_all: 0.2068 (0.2169) loss_rec_sfr: 0.2557 (0.2775) loss_cl: -0.2794 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [19:44:53.381871] Epoch: [283] [1060/2904] eta: 0:23:24 lr: 0.001842 loss: 0.1798 (0.1909) loss_rec_all: 0.2059 (0.2169) loss_rec_sfr: 0.2613 (0.2773) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [19:45:08.294226] Epoch: [283] [1080/2904] eta: 0:23:09 lr: 0.001842 loss: 0.1787 (0.1908) loss_rec_all: 0.2051 (0.2167) loss_rec_sfr: 0.2539 (0.2767) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [19:45:23.207170] Epoch: [283] [1100/2904] eta: 0:22:53 lr: 0.001842 loss: 0.1823 (0.1908) loss_rec_all: 0.2090 (0.2168) loss_rec_sfr: 0.2662 (0.2769) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [19:45:38.120893] Epoch: [283] [1120/2904] eta: 0:22:37 lr: 0.001842 loss: 0.1874 (0.1909) loss_rec_all: 0.2135 (0.2169) loss_rec_sfr: 0.2608 (0.2770) loss_cl: -0.2793 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [19:45:53.038098] Epoch: [283] [1140/2904] eta: 0:22:21 lr: 0.001842 loss: 0.1797 (0.1909) loss_rec_all: 0.2056 (0.2169) loss_rec_sfr: 0.2531 (0.2772) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [19:46:07.969235] Epoch: [283] [1160/2904] eta: 0:22:06 lr: 0.001842 loss: 0.1806 (0.1908) loss_rec_all: 0.2065 (0.2167) loss_rec_sfr: 0.2563 (0.2768) loss_cl: -0.2796 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [19:46:22.883048] Epoch: [283] [1180/2904] eta: 0:21:50 lr: 0.001842 loss: 0.1806 (0.1908) loss_rec_all: 0.2067 (0.2168) loss_rec_sfr: 0.2670 (0.2770) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [19:46:37.796090] Epoch: [283] [1200/2904] eta: 0:21:35 lr: 0.001842 loss: 0.1827 (0.1910) loss_rec_all: 0.2091 (0.2169) loss_rec_sfr: 0.2324 (0.2774) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [19:46:52.706899] Epoch: [283] [1220/2904] eta: 0:21:19 lr: 0.001842 loss: 0.1799 (0.1909) loss_rec_all: 0.2062 (0.2169) loss_rec_sfr: 0.2265 (0.2771) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [19:47:07.616802] Epoch: [283] [1240/2904] eta: 0:21:03 lr: 0.001842 loss: 0.1833 (0.1909) loss_rec_all: 0.2093 (0.2168) loss_rec_sfr: 0.2641 (0.2771) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [19:47:22.521289] Epoch: [283] [1260/2904] eta: 0:20:48 lr: 0.001842 loss: 0.1803 (0.1910) loss_rec_all: 0.2065 (0.2170) loss_rec_sfr: 0.2549 (0.2774) loss_cl: -0.2794 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [19:47:37.429060] Epoch: [283] [1280/2904] eta: 0:20:32 lr: 0.001842 loss: 0.1799 (0.1911) loss_rec_all: 0.2065 (0.2171) loss_rec_sfr: 0.2644 (0.2778) loss_cl: -0.2798 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [19:47:52.334770] Epoch: [283] [1300/2904] eta: 0:20:17 lr: 0.001842 loss: 0.1802 (0.1910) loss_rec_all: 0.2062 (0.2169) loss_rec_sfr: 0.2596 (0.2775) loss_cl: -0.2796 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [19:48:07.240163] Epoch: [283] [1320/2904] eta: 0:20:01 lr: 0.001842 loss: 0.1830 (0.1910) loss_rec_all: 0.2090 (0.2169) loss_rec_sfr: 0.2677 (0.2774) loss_cl: -0.2789 (-0.2788) time: 0.7452 data: 0.0004 max mem: 29860 [19:48:22.145837] Epoch: [283] [1340/2904] eta: 0:19:46 lr: 0.001842 loss: 0.1835 (0.1910) loss_rec_all: 0.2094 (0.2169) loss_rec_sfr: 0.2649 (0.2774) loss_cl: -0.2785 (-0.2788) time: 0.7452 data: 0.0003 max mem: 29860 [19:48:37.056548] Epoch: [283] [1360/2904] eta: 0:19:30 lr: 0.001842 loss: 0.1811 (0.1910) loss_rec_all: 0.2071 (0.2169) loss_rec_sfr: 0.2701 (0.2776) loss_cl: -0.2788 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [19:48:51.957986] Epoch: [283] [1380/2904] eta: 0:19:15 lr: 0.001842 loss: 0.1796 (0.1909) loss_rec_all: 0.2053 (0.2168) loss_rec_sfr: 0.2495 (0.2774) loss_cl: -0.2789 (-0.2788) time: 0.7450 data: 0.0003 max mem: 29860 [19:49:06.862475] Epoch: [283] [1400/2904] eta: 0:18:59 lr: 0.001842 loss: 0.1822 (0.1909) loss_rec_all: 0.2081 (0.2168) loss_rec_sfr: 0.2676 (0.2774) loss_cl: -0.2790 (-0.2788) time: 0.7452 data: 0.0003 max mem: 29860 [19:49:21.767140] Epoch: [283] [1420/2904] eta: 0:18:44 lr: 0.001842 loss: 0.1866 (0.1910) loss_rec_all: 0.2127 (0.2170) loss_rec_sfr: 0.2690 (0.2779) loss_cl: -0.2785 (-0.2788) time: 0.7452 data: 0.0004 max mem: 29860 [19:49:36.679040] Epoch: [283] [1440/2904] eta: 0:18:29 lr: 0.001842 loss: 0.1809 (0.1910) loss_rec_all: 0.2069 (0.2169) loss_rec_sfr: 0.2532 (0.2777) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0004 max mem: 29860 [19:49:51.587970] Epoch: [283] [1460/2904] eta: 0:18:13 lr: 0.001842 loss: 0.1799 (0.1909) loss_rec_all: 0.2060 (0.2168) loss_rec_sfr: 0.2660 (0.2774) loss_cl: -0.2792 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [19:50:06.502552] Epoch: [283] [1480/2904] eta: 0:17:58 lr: 0.001842 loss: 0.1799 (0.1909) loss_rec_all: 0.2064 (0.2168) loss_rec_sfr: 0.2658 (0.2773) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0004 max mem: 29860 [19:50:21.421730] Epoch: [283] [1500/2904] eta: 0:17:42 lr: 0.001842 loss: 0.1809 (0.1909) loss_rec_all: 0.2069 (0.2168) loss_rec_sfr: 0.2636 (0.2774) loss_cl: -0.2798 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [19:50:36.328886] Epoch: [283] [1520/2904] eta: 0:17:27 lr: 0.001842 loss: 0.1814 (0.1908) loss_rec_all: 0.2080 (0.2168) loss_rec_sfr: 0.2635 (0.2772) loss_cl: -0.2795 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [19:50:51.239258] Epoch: [283] [1540/2904] eta: 0:17:12 lr: 0.001842 loss: 0.1853 (0.1909) loss_rec_all: 0.2115 (0.2168) loss_rec_sfr: 0.2615 (0.2773) loss_cl: -0.2793 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [19:51:06.142259] Epoch: [283] [1560/2904] eta: 0:16:56 lr: 0.001842 loss: 0.1810 (0.1908) loss_rec_all: 0.2070 (0.2167) loss_rec_sfr: 0.2579 (0.2770) loss_cl: -0.2782 (-0.2788) time: 0.7451 data: 0.0003 max mem: 29860 [19:51:21.042921] Epoch: [283] [1580/2904] eta: 0:16:41 lr: 0.001842 loss: 0.1822 (0.1908) loss_rec_all: 0.2083 (0.2167) loss_rec_sfr: 0.2662 (0.2769) loss_cl: -0.2789 (-0.2788) time: 0.7450 data: 0.0003 max mem: 29860 [19:51:35.948034] Epoch: [283] [1600/2904] eta: 0:16:26 lr: 0.001842 loss: 0.1804 (0.1909) loss_rec_all: 0.2064 (0.2168) loss_rec_sfr: 0.2665 (0.2773) loss_cl: -0.2792 (-0.2788) time: 0.7452 data: 0.0003 max mem: 29860 [19:51:50.857080] Epoch: [283] [1620/2904] eta: 0:16:10 lr: 0.001841 loss: 0.1852 (0.1910) loss_rec_all: 0.2111 (0.2169) loss_rec_sfr: 0.2683 (0.2775) loss_cl: -0.2791 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [19:52:05.768878] Epoch: [283] [1640/2904] eta: 0:15:55 lr: 0.001841 loss: 0.1825 (0.1910) loss_rec_all: 0.2088 (0.2170) loss_rec_sfr: 0.2701 (0.2778) loss_cl: -0.2801 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [19:52:20.674166] Epoch: [283] [1660/2904] eta: 0:15:40 lr: 0.001841 loss: 0.1865 (0.1911) loss_rec_all: 0.2130 (0.2170) loss_rec_sfr: 0.2619 (0.2779) loss_cl: -0.2795 (-0.2788) time: 0.7452 data: 0.0003 max mem: 29860 [19:52:35.575128] Epoch: [283] [1680/2904] eta: 0:15:25 lr: 0.001841 loss: 0.1801 (0.1910) loss_rec_all: 0.2061 (0.2170) loss_rec_sfr: 0.2655 (0.2779) loss_cl: -0.2794 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [19:52:50.476437] Epoch: [283] [1700/2904] eta: 0:15:09 lr: 0.001841 loss: 0.1820 (0.1911) loss_rec_all: 0.2081 (0.2170) loss_rec_sfr: 0.2664 (0.2782) loss_cl: -0.2788 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [19:53:05.385513] Epoch: [283] [1720/2904] eta: 0:14:54 lr: 0.001841 loss: 0.1799 (0.1911) loss_rec_all: 0.2058 (0.2170) loss_rec_sfr: 0.2637 (0.2781) loss_cl: -0.2789 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [19:53:20.291314] Epoch: [283] [1740/2904] eta: 0:14:39 lr: 0.001841 loss: 0.1796 (0.1910) loss_rec_all: 0.2056 (0.2170) loss_rec_sfr: 0.2678 (0.2779) loss_cl: -0.2790 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [19:53:35.199423] Epoch: [283] [1760/2904] eta: 0:14:24 lr: 0.001841 loss: 0.1816 (0.1911) loss_rec_all: 0.2083 (0.2170) loss_rec_sfr: 0.2640 (0.2783) loss_cl: -0.2790 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [19:53:50.103033] Epoch: [283] [1780/2904] eta: 0:14:08 lr: 0.001841 loss: 0.1812 (0.1911) loss_rec_all: 0.2072 (0.2170) loss_rec_sfr: 0.2309 (0.2782) loss_cl: -0.2785 (-0.2788) time: 0.7451 data: 0.0003 max mem: 29860 [19:54:05.004437] Epoch: [283] [1800/2904] eta: 0:13:53 lr: 0.001841 loss: 0.1815 (0.1912) loss_rec_all: 0.2075 (0.2171) loss_rec_sfr: 0.2532 (0.2785) loss_cl: -0.2781 (-0.2788) time: 0.7450 data: 0.0003 max mem: 29860 [19:54:19.903589] Epoch: [283] [1820/2904] eta: 0:13:38 lr: 0.001841 loss: 0.1813 (0.1911) loss_rec_all: 0.2076 (0.2170) loss_rec_sfr: 0.2526 (0.2781) loss_cl: -0.2785 (-0.2788) time: 0.7449 data: 0.0002 max mem: 29860 [19:54:34.803716] Epoch: [283] [1840/2904] eta: 0:13:23 lr: 0.001841 loss: 0.1916 (0.1912) loss_rec_all: 0.2174 (0.2172) loss_rec_sfr: 0.2675 (0.2786) loss_cl: -0.2791 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [19:54:49.714875] Epoch: [283] [1860/2904] eta: 0:13:07 lr: 0.001841 loss: 0.1829 (0.1913) loss_rec_all: 0.2088 (0.2172) loss_rec_sfr: 0.2679 (0.2787) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [19:55:04.620816] Epoch: [283] [1880/2904] eta: 0:12:52 lr: 0.001841 loss: 0.1807 (0.1912) loss_rec_all: 0.2073 (0.2172) loss_rec_sfr: 0.2609 (0.2785) loss_cl: -0.2785 (-0.2788) time: 0.7452 data: 0.0003 max mem: 29860 [19:55:19.528993] Epoch: [283] [1900/2904] eta: 0:12:37 lr: 0.001841 loss: 0.1854 (0.1913) loss_rec_all: 0.2112 (0.2172) loss_rec_sfr: 0.2648 (0.2787) loss_cl: -0.2788 (-0.2788) time: 0.7453 data: 0.0004 max mem: 29860 [19:55:34.438063] Epoch: [283] [1920/2904] eta: 0:12:22 lr: 0.001841 loss: 0.1824 (0.1912) loss_rec_all: 0.2086 (0.2171) loss_rec_sfr: 0.2336 (0.2783) loss_cl: -0.2796 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [19:55:49.341085] Epoch: [283] [1940/2904] eta: 0:12:07 lr: 0.001841 loss: 0.1828 (0.1913) loss_rec_all: 0.2089 (0.2172) loss_rec_sfr: 0.2725 (0.2787) loss_cl: -0.2798 (-0.2788) time: 0.7451 data: 0.0003 max mem: 29860 [19:56:04.242625] Epoch: [283] [1960/2904] eta: 0:11:52 lr: 0.001841 loss: 0.1838 (0.1914) loss_rec_all: 0.2098 (0.2173) loss_rec_sfr: 0.2719 (0.2790) loss_cl: -0.2796 (-0.2788) time: 0.7450 data: 0.0004 max mem: 29860 [19:56:19.144914] Epoch: [283] [1980/2904] eta: 0:11:36 lr: 0.001841 loss: 0.1871 (0.1914) loss_rec_all: 0.2130 (0.2173) loss_rec_sfr: 0.2646 (0.2790) loss_cl: -0.2787 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [19:56:34.051211] Epoch: [283] [2000/2904] eta: 0:11:21 lr: 0.001841 loss: 0.1828 (0.1914) loss_rec_all: 0.2089 (0.2173) loss_rec_sfr: 0.2601 (0.2790) loss_cl: -0.2783 (-0.2788) time: 0.7452 data: 0.0003 max mem: 29860 [19:56:48.956605] Epoch: [283] [2020/2904] eta: 0:11:06 lr: 0.001841 loss: 0.1818 (0.1914) loss_rec_all: 0.2078 (0.2173) loss_rec_sfr: 0.2586 (0.2790) loss_cl: -0.2780 (-0.2788) time: 0.7452 data: 0.0004 max mem: 29860 [19:57:03.866028] Epoch: [283] [2040/2904] eta: 0:10:51 lr: 0.001841 loss: 0.1842 (0.1915) loss_rec_all: 0.2107 (0.2174) loss_rec_sfr: 0.2652 (0.2791) loss_cl: -0.2786 (-0.2788) time: 0.7454 data: 0.0004 max mem: 29860 [19:57:18.770112] Epoch: [283] [2060/2904] eta: 0:10:36 lr: 0.001841 loss: 0.1831 (0.1915) loss_rec_all: 0.2093 (0.2174) loss_rec_sfr: 0.2687 (0.2793) loss_cl: -0.2796 (-0.2788) time: 0.7451 data: 0.0003 max mem: 29860 [19:57:33.669120] Epoch: [283] [2080/2904] eta: 0:10:21 lr: 0.001841 loss: 0.1805 (0.1915) loss_rec_all: 0.2069 (0.2174) loss_rec_sfr: 0.2596 (0.2794) loss_cl: -0.2789 (-0.2788) time: 0.7449 data: 0.0004 max mem: 29860 [19:57:48.572726] Epoch: [283] [2100/2904] eta: 0:10:05 lr: 0.001841 loss: 0.1813 (0.1915) loss_rec_all: 0.2073 (0.2174) loss_rec_sfr: 0.2402 (0.2794) loss_cl: -0.2785 (-0.2788) time: 0.7451 data: 0.0003 max mem: 29860 [19:58:03.489826] Epoch: [283] [2120/2904] eta: 0:09:50 lr: 0.001841 loss: 0.1800 (0.1915) loss_rec_all: 0.2063 (0.2175) loss_rec_sfr: 0.2483 (0.2794) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [19:58:18.398726] Epoch: [283] [2140/2904] eta: 0:09:35 lr: 0.001841 loss: 0.1839 (0.1916) loss_rec_all: 0.2099 (0.2175) loss_rec_sfr: 0.2635 (0.2795) loss_cl: -0.2792 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [19:58:33.310392] Epoch: [283] [2160/2904] eta: 0:09:20 lr: 0.001841 loss: 0.1779 (0.1916) loss_rec_all: 0.2042 (0.2176) loss_rec_sfr: 0.2606 (0.2797) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [19:58:48.220821] Epoch: [283] [2180/2904] eta: 0:09:05 lr: 0.001841 loss: 0.1809 (0.1916) loss_rec_all: 0.2074 (0.2175) loss_rec_sfr: 0.2243 (0.2795) loss_cl: -0.2784 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [19:59:03.131731] Epoch: [283] [2200/2904] eta: 0:08:50 lr: 0.001841 loss: 0.1893 (0.1918) loss_rec_all: 0.2152 (0.2177) loss_rec_sfr: 0.2795 (0.2801) loss_cl: -0.2793 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [19:59:18.034947] Epoch: [283] [2220/2904] eta: 0:08:35 lr: 0.001841 loss: 0.1811 (0.1917) loss_rec_all: 0.2076 (0.2177) loss_rec_sfr: 0.2590 (0.2799) loss_cl: -0.2777 (-0.2788) time: 0.7451 data: 0.0003 max mem: 29860 [19:59:32.943973] Epoch: [283] [2240/2904] eta: 0:08:20 lr: 0.001841 loss: 0.1826 (0.1917) loss_rec_all: 0.2088 (0.2176) loss_rec_sfr: 0.2649 (0.2798) loss_cl: -0.2784 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [19:59:47.854369] Epoch: [283] [2260/2904] eta: 0:08:04 lr: 0.001841 loss: 0.1835 (0.1917) loss_rec_all: 0.2098 (0.2176) loss_rec_sfr: 0.2612 (0.2798) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [20:00:02.766168] Epoch: [283] [2280/2904] eta: 0:07:49 lr: 0.001841 loss: 0.1805 (0.1917) loss_rec_all: 0.2069 (0.2176) loss_rec_sfr: 0.2567 (0.2797) loss_cl: -0.2794 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [20:00:17.686996] Epoch: [283] [2300/2904] eta: 0:07:34 lr: 0.001841 loss: 0.1849 (0.1917) loss_rec_all: 0.2109 (0.2176) loss_rec_sfr: 0.2532 (0.2796) loss_cl: -0.2794 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [20:00:32.609765] Epoch: [283] [2320/2904] eta: 0:07:19 lr: 0.001840 loss: 0.1807 (0.1916) loss_rec_all: 0.2065 (0.2175) loss_rec_sfr: 0.2678 (0.2794) loss_cl: -0.2786 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [20:00:47.544564] Epoch: [283] [2340/2904] eta: 0:07:04 lr: 0.001840 loss: 0.1829 (0.1916) loss_rec_all: 0.2088 (0.2175) loss_rec_sfr: 0.2641 (0.2795) loss_cl: -0.2787 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [20:01:02.462456] Epoch: [283] [2360/2904] eta: 0:06:49 lr: 0.001840 loss: 0.1837 (0.1917) loss_rec_all: 0.2101 (0.2176) loss_rec_sfr: 0.2745 (0.2798) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [20:01:17.376544] Epoch: [283] [2380/2904] eta: 0:06:34 lr: 0.001840 loss: 0.1804 (0.1917) loss_rec_all: 0.2063 (0.2176) loss_rec_sfr: 0.2686 (0.2799) loss_cl: -0.2784 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [20:01:32.286333] Epoch: [283] [2400/2904] eta: 0:06:19 lr: 0.001840 loss: 0.1824 (0.1918) loss_rec_all: 0.2083 (0.2177) loss_rec_sfr: 0.2734 (0.2803) loss_cl: -0.2783 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [20:01:47.193155] Epoch: [283] [2420/2904] eta: 0:06:04 lr: 0.001840 loss: 0.1809 (0.1917) loss_rec_all: 0.2070 (0.2176) loss_rec_sfr: 0.2641 (0.2801) loss_cl: -0.2794 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [20:02:02.100931] Epoch: [283] [2440/2904] eta: 0:05:49 lr: 0.001840 loss: 0.1798 (0.1917) loss_rec_all: 0.2059 (0.2176) loss_rec_sfr: 0.2592 (0.2800) loss_cl: -0.2792 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [20:02:17.005907] Epoch: [283] [2460/2904] eta: 0:05:34 lr: 0.001840 loss: 0.1825 (0.1916) loss_rec_all: 0.2088 (0.2176) loss_rec_sfr: 0.2648 (0.2799) loss_cl: -0.2787 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [20:02:31.908857] Epoch: [283] [2480/2904] eta: 0:05:19 lr: 0.001840 loss: 0.1814 (0.1917) loss_rec_all: 0.2076 (0.2176) loss_rec_sfr: 0.2604 (0.2800) loss_cl: -0.2783 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [20:02:46.806262] Epoch: [283] [2500/2904] eta: 0:05:03 lr: 0.001840 loss: 0.1800 (0.1916) loss_rec_all: 0.2062 (0.2176) loss_rec_sfr: 0.2645 (0.2800) loss_cl: -0.2779 (-0.2788) time: 0.7448 data: 0.0002 max mem: 29860 [20:03:01.706297] Epoch: [283] [2520/2904] eta: 0:04:48 lr: 0.001840 loss: 0.1821 (0.1916) loss_rec_all: 0.2079 (0.2176) loss_rec_sfr: 0.2588 (0.2800) loss_cl: -0.2790 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [20:03:16.604500] Epoch: [283] [2540/2904] eta: 0:04:33 lr: 0.001840 loss: 0.1819 (0.1916) loss_rec_all: 0.2080 (0.2175) loss_rec_sfr: 0.2681 (0.2798) loss_cl: -0.2793 (-0.2788) time: 0.7449 data: 0.0002 max mem: 29860 [20:03:31.507429] Epoch: [283] [2560/2904] eta: 0:04:18 lr: 0.001840 loss: 0.1846 (0.1916) loss_rec_all: 0.2106 (0.2176) loss_rec_sfr: 0.2631 (0.2800) loss_cl: -0.2787 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [20:03:46.410734] Epoch: [283] [2580/2904] eta: 0:04:03 lr: 0.001840 loss: 0.1777 (0.1916) loss_rec_all: 0.2038 (0.2175) loss_rec_sfr: 0.2538 (0.2797) loss_cl: -0.2792 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [20:04:01.317670] Epoch: [283] [2600/2904] eta: 0:03:48 lr: 0.001840 loss: 0.1818 (0.1916) loss_rec_all: 0.2078 (0.2175) loss_rec_sfr: 0.2625 (0.2799) loss_cl: -0.2786 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [20:04:16.222653] Epoch: [283] [2620/2904] eta: 0:03:33 lr: 0.001840 loss: 0.1804 (0.1916) loss_rec_all: 0.2064 (0.2176) loss_rec_sfr: 0.2611 (0.2799) loss_cl: -0.2791 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [20:04:31.130250] Epoch: [283] [2640/2904] eta: 0:03:18 lr: 0.001840 loss: 0.1802 (0.1916) loss_rec_all: 0.2066 (0.2175) loss_rec_sfr: 0.2429 (0.2796) loss_cl: -0.2784 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [20:04:46.032889] Epoch: [283] [2660/2904] eta: 0:03:03 lr: 0.001840 loss: 0.1836 (0.1916) loss_rec_all: 0.2098 (0.2175) loss_rec_sfr: 0.2622 (0.2796) loss_cl: -0.2783 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [20:05:00.939582] Epoch: [283] [2680/2904] eta: 0:02:48 lr: 0.001840 loss: 0.1802 (0.1916) loss_rec_all: 0.2064 (0.2175) loss_rec_sfr: 0.2631 (0.2796) loss_cl: -0.2791 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [20:05:15.843020] Epoch: [283] [2700/2904] eta: 0:02:33 lr: 0.001840 loss: 0.1800 (0.1916) loss_rec_all: 0.2062 (0.2175) loss_rec_sfr: 0.2593 (0.2795) loss_cl: -0.2786 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [20:05:30.748853] Epoch: [283] [2720/2904] eta: 0:02:18 lr: 0.001840 loss: 0.1821 (0.1916) loss_rec_all: 0.2081 (0.2175) loss_rec_sfr: 0.2738 (0.2796) loss_cl: -0.2782 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [20:05:45.655878] Epoch: [283] [2740/2904] eta: 0:02:03 lr: 0.001840 loss: 0.1832 (0.1915) loss_rec_all: 0.2091 (0.2175) loss_rec_sfr: 0.2581 (0.2795) loss_cl: -0.2790 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [20:06:00.560302] Epoch: [283] [2760/2904] eta: 0:01:48 lr: 0.001840 loss: 0.1837 (0.1915) loss_rec_all: 0.2100 (0.2175) loss_rec_sfr: 0.2653 (0.2795) loss_cl: -0.2795 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [20:06:15.463661] Epoch: [283] [2780/2904] eta: 0:01:33 lr: 0.001840 loss: 0.1801 (0.1915) loss_rec_all: 0.2065 (0.2174) loss_rec_sfr: 0.2263 (0.2794) loss_cl: -0.2796 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [20:06:30.362636] Epoch: [283] [2800/2904] eta: 0:01:18 lr: 0.001840 loss: 0.1829 (0.1915) loss_rec_all: 0.2093 (0.2174) loss_rec_sfr: 0.2683 (0.2795) loss_cl: -0.2788 (-0.2788) time: 0.7449 data: 0.0002 max mem: 29860 [20:06:45.269751] Epoch: [283] [2820/2904] eta: 0:01:03 lr: 0.001840 loss: 0.1846 (0.1915) loss_rec_all: 0.2103 (0.2175) loss_rec_sfr: 0.2650 (0.2796) loss_cl: -0.2784 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [20:07:00.241068] Epoch: [283] [2840/2904] eta: 0:00:48 lr: 0.001840 loss: 0.1797 (0.1915) loss_rec_all: 0.2058 (0.2175) loss_rec_sfr: 0.2749 (0.2797) loss_cl: -0.2795 (-0.2788) time: 0.7485 data: 0.0025 max mem: 29860 [20:07:15.131964] Epoch: [283] [2860/2904] eta: 0:00:33 lr: 0.001840 loss: 0.1826 (0.1915) loss_rec_all: 0.2085 (0.2174) loss_rec_sfr: 0.2640 (0.2796) loss_cl: -0.2796 (-0.2788) time: 0.7445 data: 0.0001 max mem: 29860 [20:07:30.018915] Epoch: [283] [2880/2904] eta: 0:00:18 lr: 0.001840 loss: 0.1819 (0.1915) loss_rec_all: 0.2078 (0.2174) loss_rec_sfr: 0.2566 (0.2795) loss_cl: -0.2790 (-0.2788) time: 0.7443 data: 0.0001 max mem: 29860 [20:07:44.909969] Epoch: [283] [2900/2904] eta: 0:00:03 lr: 0.001840 loss: 0.1826 (0.1915) loss_rec_all: 0.2085 (0.2174) loss_rec_sfr: 0.2532 (0.2794) loss_cl: -0.2791 (-0.2788) time: 0.7445 data: 0.0001 max mem: 29860 [20:07:47.151251] Epoch: [283] [2903/2904] eta: 0:00:00 lr: 0.001840 loss: 0.1814 (0.1914) loss_rec_all: 0.2077 (0.2174) loss_rec_sfr: 0.2557 (0.2794) loss_cl: -0.2795 (-0.2788) time: 0.7445 data: 0.0001 max mem: 29860 [20:07:49.365714] Epoch: [283] Total time: 0:36:24 (0.7522 s / it) [20:07:49.368121] Averaged stats: lr: 0.001840 loss: 0.1814 (0.1939) loss_rec_all: 0.2077 (0.2175) loss_rec_sfr: 0.2557 (0.2803) loss_cl: -0.2795 (-0.2556) [20:07:49.373292] log_dir: ./checkpoint/VF2_ViT-B [20:08:07.752012] Epoch: [284] [ 0/2904] eta: 14:49:29 lr: 0.001840 loss: 0.1924 (0.1924) loss_rec_all: 0.2184 (0.2184) loss_rec_sfr: 0.2652 (0.2652) loss_cl: -0.2789 (-0.2789) time: 18.3780 data: 17.0877 max mem: 29860 [20:08:23.250184] Epoch: [284] [ 20/2904] eta: 1:17:32 lr: 0.001840 loss: 0.1825 (0.2000) loss_rec_all: 0.2086 (0.2257) loss_rec_sfr: 0.2697 (0.3110) loss_cl: -0.2793 (-0.2790) time: 0.7749 data: 0.0317 max mem: 29860 [20:08:38.131829] Epoch: [284] [ 40/2904] eta: 0:56:45 lr: 0.001840 loss: 0.1843 (0.1945) loss_rec_all: 0.2105 (0.2204) loss_rec_sfr: 0.2598 (0.2898) loss_cl: -0.2786 (-0.2788) time: 0.7440 data: 0.0002 max mem: 29860 [20:08:53.015122] Epoch: [284] [ 60/2904] eta: 0:49:27 lr: 0.001840 loss: 0.1810 (0.1925) loss_rec_all: 0.2069 (0.2184) loss_rec_sfr: 0.2638 (0.2855) loss_cl: -0.2786 (-0.2788) time: 0.7441 data: 0.0002 max mem: 29860 [20:09:07.918210] Epoch: [284] [ 80/2904] eta: 0:45:38 lr: 0.001840 loss: 0.1840 (0.1926) loss_rec_all: 0.2106 (0.2185) loss_rec_sfr: 0.2566 (0.2823) loss_cl: -0.2784 (-0.2787) time: 0.7451 data: 0.0002 max mem: 29860 [20:09:22.816919] Epoch: [284] [ 100/2904] eta: 0:43:14 lr: 0.001839 loss: 0.1826 (0.1930) loss_rec_all: 0.2086 (0.2189) loss_rec_sfr: 0.2645 (0.2837) loss_cl: -0.2793 (-0.2788) time: 0.7449 data: 0.0002 max mem: 29860 [20:09:37.723633] Epoch: [284] [ 120/2904] eta: 0:41:32 lr: 0.001839 loss: 0.1851 (0.1938) loss_rec_all: 0.2113 (0.2196) loss_rec_sfr: 0.2778 (0.2886) loss_cl: -0.2786 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [20:09:52.630958] Epoch: [284] [ 140/2904] eta: 0:40:16 lr: 0.001839 loss: 0.1826 (0.1936) loss_rec_all: 0.2085 (0.2195) loss_rec_sfr: 0.2601 (0.2865) loss_cl: -0.2792 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [20:10:07.549646] Epoch: [284] [ 160/2904] eta: 0:39:14 lr: 0.001839 loss: 0.1842 (0.1934) loss_rec_all: 0.2097 (0.2193) loss_rec_sfr: 0.2617 (0.2863) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [20:10:22.466676] Epoch: [284] [ 180/2904] eta: 0:38:23 lr: 0.001839 loss: 0.1882 (0.1938) loss_rec_all: 0.2143 (0.2197) loss_rec_sfr: 0.2665 (0.2883) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [20:10:37.413272] Epoch: [284] [ 200/2904] eta: 0:37:40 lr: 0.001839 loss: 0.1818 (0.1939) loss_rec_all: 0.2081 (0.2197) loss_rec_sfr: 0.2706 (0.2892) loss_cl: -0.2789 (-0.2788) time: 0.7473 data: 0.0002 max mem: 29860 [20:10:52.318267] Epoch: [284] [ 220/2904] eta: 0:37:01 lr: 0.001839 loss: 0.1804 (0.1933) loss_rec_all: 0.2063 (0.2192) loss_rec_sfr: 0.2740 (0.2875) loss_cl: -0.2794 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [20:11:07.226771] Epoch: [284] [ 240/2904] eta: 0:36:26 lr: 0.001839 loss: 0.1822 (0.1934) loss_rec_all: 0.2082 (0.2192) loss_rec_sfr: 0.2665 (0.2879) loss_cl: -0.2793 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [20:11:22.128344] Epoch: [284] [ 260/2904] eta: 0:35:55 lr: 0.001839 loss: 0.1861 (0.1935) loss_rec_all: 0.2122 (0.2194) loss_rec_sfr: 0.2650 (0.2875) loss_cl: -0.2788 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [20:11:37.045787] Epoch: [284] [ 280/2904] eta: 0:35:25 lr: 0.001839 loss: 0.1820 (0.1939) loss_rec_all: 0.2082 (0.2197) loss_rec_sfr: 0.2736 (0.2896) loss_cl: -0.2795 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [20:11:51.952762] Epoch: [284] [ 300/2904] eta: 0:34:58 lr: 0.001839 loss: 0.1791 (0.1937) loss_rec_all: 0.2052 (0.2196) loss_rec_sfr: 0.2697 (0.2896) loss_cl: -0.2789 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [20:12:06.858635] Epoch: [284] [ 320/2904] eta: 0:34:32 lr: 0.001839 loss: 0.1774 (0.1931) loss_rec_all: 0.2033 (0.2190) loss_rec_sfr: 0.2612 (0.2877) loss_cl: -0.2787 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [20:12:21.766245] Epoch: [284] [ 340/2904] eta: 0:34:08 lr: 0.001839 loss: 0.1803 (0.1931) loss_rec_all: 0.2064 (0.2189) loss_rec_sfr: 0.2625 (0.2872) loss_cl: -0.2776 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [20:12:36.697358] Epoch: [284] [ 360/2904] eta: 0:33:44 lr: 0.001839 loss: 0.1822 (0.1929) loss_rec_all: 0.2083 (0.2188) loss_rec_sfr: 0.2559 (0.2864) loss_cl: -0.2787 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [20:12:51.608222] Epoch: [284] [ 380/2904] eta: 0:33:22 lr: 0.001839 loss: 0.1791 (0.1923) loss_rec_all: 0.2052 (0.2182) loss_rec_sfr: 0.2302 (0.2839) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [20:13:06.517996] Epoch: [284] [ 400/2904] eta: 0:33:00 lr: 0.001839 loss: 0.1800 (0.1922) loss_rec_all: 0.2068 (0.2181) loss_rec_sfr: 0.2543 (0.2835) loss_cl: -0.2794 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [20:13:21.422525] Epoch: [284] [ 420/2904] eta: 0:32:39 lr: 0.001839 loss: 0.1842 (0.1925) loss_rec_all: 0.2102 (0.2184) loss_rec_sfr: 0.2763 (0.2850) loss_cl: -0.2785 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [20:13:36.324258] Epoch: [284] [ 440/2904] eta: 0:32:18 lr: 0.001839 loss: 0.1859 (0.1926) loss_rec_all: 0.2123 (0.2185) loss_rec_sfr: 0.2697 (0.2853) loss_cl: -0.2788 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [20:13:51.225970] Epoch: [284] [ 460/2904] eta: 0:31:58 lr: 0.001839 loss: 0.1867 (0.1925) loss_rec_all: 0.2127 (0.2183) loss_rec_sfr: 0.2619 (0.2842) loss_cl: -0.2792 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [20:14:06.124800] Epoch: [284] [ 480/2904] eta: 0:31:38 lr: 0.001839 loss: 0.1821 (0.1924) loss_rec_all: 0.2082 (0.2183) loss_rec_sfr: 0.2630 (0.2840) loss_cl: -0.2796 (-0.2788) time: 0.7449 data: 0.0002 max mem: 29860 [20:14:21.024204] Epoch: [284] [ 500/2904] eta: 0:31:19 lr: 0.001839 loss: 0.1824 (0.1921) loss_rec_all: 0.2083 (0.2180) loss_rec_sfr: 0.2590 (0.2831) loss_cl: -0.2801 (-0.2789) time: 0.7449 data: 0.0002 max mem: 29860 [20:14:35.959772] Epoch: [284] [ 520/2904] eta: 0:31:00 lr: 0.001839 loss: 0.1796 (0.1920) loss_rec_all: 0.2054 (0.2179) loss_rec_sfr: 0.2570 (0.2827) loss_cl: -0.2788 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [20:14:50.872891] Epoch: [284] [ 540/2904] eta: 0:30:41 lr: 0.001839 loss: 0.1779 (0.1919) loss_rec_all: 0.2040 (0.2178) loss_rec_sfr: 0.2335 (0.2825) loss_cl: -0.2793 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [20:15:05.781037] Epoch: [284] [ 560/2904] eta: 0:30:23 lr: 0.001839 loss: 0.1829 (0.1917) loss_rec_all: 0.2091 (0.2176) loss_rec_sfr: 0.2570 (0.2815) loss_cl: -0.2791 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [20:15:20.685003] Epoch: [284] [ 580/2904] eta: 0:30:05 lr: 0.001839 loss: 0.1806 (0.1915) loss_rec_all: 0.2069 (0.2175) loss_rec_sfr: 0.2671 (0.2813) loss_cl: -0.2786 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [20:15:35.590042] Epoch: [284] [ 600/2904] eta: 0:29:47 lr: 0.001839 loss: 0.1825 (0.1915) loss_rec_all: 0.2086 (0.2174) loss_rec_sfr: 0.2653 (0.2812) loss_cl: -0.2784 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [20:15:50.504767] Epoch: [284] [ 620/2904] eta: 0:29:29 lr: 0.001839 loss: 0.1812 (0.1916) loss_rec_all: 0.2079 (0.2175) loss_rec_sfr: 0.2252 (0.2811) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [20:16:05.413395] Epoch: [284] [ 640/2904] eta: 0:29:11 lr: 0.001839 loss: 0.1796 (0.1917) loss_rec_all: 0.2056 (0.2176) loss_rec_sfr: 0.2615 (0.2813) loss_cl: -0.2797 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [20:16:20.326465] Epoch: [284] [ 660/2904] eta: 0:28:54 lr: 0.001839 loss: 0.1893 (0.1918) loss_rec_all: 0.2156 (0.2177) loss_rec_sfr: 0.2613 (0.2817) loss_cl: -0.2795 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [20:16:35.239343] Epoch: [284] [ 680/2904] eta: 0:28:37 lr: 0.001839 loss: 0.1820 (0.1916) loss_rec_all: 0.2082 (0.2175) loss_rec_sfr: 0.2587 (0.2808) loss_cl: -0.2789 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [20:16:50.143477] Epoch: [284] [ 700/2904] eta: 0:28:20 lr: 0.001839 loss: 0.1818 (0.1916) loss_rec_all: 0.2077 (0.2175) loss_rec_sfr: 0.2567 (0.2808) loss_cl: -0.2778 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [20:17:05.047054] Epoch: [284] [ 720/2904] eta: 0:28:03 lr: 0.001839 loss: 0.1832 (0.1915) loss_rec_all: 0.2094 (0.2175) loss_rec_sfr: 0.2620 (0.2805) loss_cl: -0.2784 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [20:17:19.952213] Epoch: [284] [ 740/2904] eta: 0:27:46 lr: 0.001839 loss: 0.1805 (0.1914) loss_rec_all: 0.2066 (0.2173) loss_rec_sfr: 0.2609 (0.2801) loss_cl: -0.2794 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [20:17:34.859726] Epoch: [284] [ 760/2904] eta: 0:27:29 lr: 0.001839 loss: 0.1835 (0.1914) loss_rec_all: 0.2095 (0.2173) loss_rec_sfr: 0.2649 (0.2801) loss_cl: -0.2793 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [20:17:49.786581] Epoch: [284] [ 780/2904] eta: 0:27:12 lr: 0.001839 loss: 0.1829 (0.1915) loss_rec_all: 0.2088 (0.2174) loss_rec_sfr: 0.2676 (0.2805) loss_cl: -0.2793 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [20:18:04.702664] Epoch: [284] [ 800/2904] eta: 0:26:56 lr: 0.001838 loss: 0.1806 (0.1917) loss_rec_all: 0.2064 (0.2176) loss_rec_sfr: 0.2649 (0.2810) loss_cl: -0.2798 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [20:18:19.629204] Epoch: [284] [ 820/2904] eta: 0:26:39 lr: 0.001838 loss: 0.1784 (0.1916) loss_rec_all: 0.2044 (0.2175) loss_rec_sfr: 0.2673 (0.2808) loss_cl: -0.2794 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [20:18:34.550035] Epoch: [284] [ 840/2904] eta: 0:26:23 lr: 0.001838 loss: 0.1819 (0.1915) loss_rec_all: 0.2078 (0.2174) loss_rec_sfr: 0.2673 (0.2805) loss_cl: -0.2788 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [20:18:49.468432] Epoch: [284] [ 860/2904] eta: 0:26:06 lr: 0.001838 loss: 0.1791 (0.1914) loss_rec_all: 0.2055 (0.2173) loss_rec_sfr: 0.2597 (0.2801) loss_cl: -0.2790 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [20:19:04.390622] Epoch: [284] [ 880/2904] eta: 0:25:50 lr: 0.001838 loss: 0.1834 (0.1913) loss_rec_all: 0.2094 (0.2172) loss_rec_sfr: 0.2735 (0.2799) loss_cl: -0.2791 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [20:19:19.304859] Epoch: [284] [ 900/2904] eta: 0:25:34 lr: 0.001838 loss: 0.1815 (0.1913) loss_rec_all: 0.2076 (0.2172) loss_rec_sfr: 0.2550 (0.2797) loss_cl: -0.2800 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [20:19:34.224800] Epoch: [284] [ 920/2904] eta: 0:25:18 lr: 0.001838 loss: 0.1823 (0.1912) loss_rec_all: 0.2082 (0.2171) loss_rec_sfr: 0.2597 (0.2795) loss_cl: -0.2796 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [20:19:49.148359] Epoch: [284] [ 940/2904] eta: 0:25:02 lr: 0.001838 loss: 0.1821 (0.1913) loss_rec_all: 0.2082 (0.2172) loss_rec_sfr: 0.2206 (0.2794) loss_cl: -0.2788 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [20:20:04.068721] Epoch: [284] [ 960/2904] eta: 0:24:46 lr: 0.001838 loss: 0.1811 (0.1912) loss_rec_all: 0.2070 (0.2171) loss_rec_sfr: 0.2571 (0.2791) loss_cl: -0.2783 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [20:20:18.991093] Epoch: [284] [ 980/2904] eta: 0:24:30 lr: 0.001838 loss: 0.1828 (0.1912) loss_rec_all: 0.2088 (0.2171) loss_rec_sfr: 0.2580 (0.2790) loss_cl: -0.2781 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [20:20:33.901634] Epoch: [284] [1000/2904] eta: 0:24:14 lr: 0.001838 loss: 0.1825 (0.1913) loss_rec_all: 0.2089 (0.2172) loss_rec_sfr: 0.2760 (0.2796) loss_cl: -0.2796 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [20:20:48.815295] Epoch: [284] [1020/2904] eta: 0:23:58 lr: 0.001838 loss: 0.1793 (0.1912) loss_rec_all: 0.2058 (0.2171) loss_rec_sfr: 0.2093 (0.2789) loss_cl: -0.2797 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [20:21:03.728279] Epoch: [284] [1040/2904] eta: 0:23:42 lr: 0.001838 loss: 0.1787 (0.1912) loss_rec_all: 0.2047 (0.2171) loss_rec_sfr: 0.2526 (0.2789) loss_cl: -0.2792 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [20:21:18.647981] Epoch: [284] [1060/2904] eta: 0:23:26 lr: 0.001838 loss: 0.1837 (0.1913) loss_rec_all: 0.2100 (0.2172) loss_rec_sfr: 0.2628 (0.2792) loss_cl: -0.2791 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [20:21:33.562900] Epoch: [284] [1080/2904] eta: 0:23:10 lr: 0.001838 loss: 0.1810 (0.1913) loss_rec_all: 0.2070 (0.2172) loss_rec_sfr: 0.2646 (0.2792) loss_cl: -0.2789 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [20:21:48.480586] Epoch: [284] [1100/2904] eta: 0:22:54 lr: 0.001838 loss: 0.1793 (0.1912) loss_rec_all: 0.2057 (0.2171) loss_rec_sfr: 0.2626 (0.2790) loss_cl: -0.2790 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [20:22:03.401617] Epoch: [284] [1120/2904] eta: 0:22:39 lr: 0.001838 loss: 0.1804 (0.1911) loss_rec_all: 0.2066 (0.2170) loss_rec_sfr: 0.2491 (0.2786) loss_cl: -0.2789 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [20:22:18.315659] Epoch: [284] [1140/2904] eta: 0:22:23 lr: 0.001838 loss: 0.1825 (0.1910) loss_rec_all: 0.2085 (0.2170) loss_rec_sfr: 0.2532 (0.2784) loss_cl: -0.2783 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [20:22:33.232508] Epoch: [284] [1160/2904] eta: 0:22:07 lr: 0.001838 loss: 0.1834 (0.1909) loss_rec_all: 0.2095 (0.2168) loss_rec_sfr: 0.2454 (0.2778) loss_cl: -0.2789 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [20:22:48.153710] Epoch: [284] [1180/2904] eta: 0:21:51 lr: 0.001838 loss: 0.1825 (0.1910) loss_rec_all: 0.2087 (0.2169) loss_rec_sfr: 0.2645 (0.2780) loss_cl: -0.2794 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [20:23:03.070402] Epoch: [284] [1200/2904] eta: 0:21:36 lr: 0.001838 loss: 0.1838 (0.1910) loss_rec_all: 0.2099 (0.2169) loss_rec_sfr: 0.2562 (0.2780) loss_cl: -0.2797 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [20:23:17.984956] Epoch: [284] [1220/2904] eta: 0:21:20 lr: 0.001838 loss: 0.1862 (0.1910) loss_rec_all: 0.2120 (0.2169) loss_rec_sfr: 0.2675 (0.2780) loss_cl: -0.2785 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [20:23:32.900693] Epoch: [284] [1240/2904] eta: 0:21:05 lr: 0.001838 loss: 0.1830 (0.1909) loss_rec_all: 0.2094 (0.2169) loss_rec_sfr: 0.2534 (0.2778) loss_cl: -0.2795 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [20:23:47.820636] Epoch: [284] [1260/2904] eta: 0:20:49 lr: 0.001838 loss: 0.1800 (0.1910) loss_rec_all: 0.2061 (0.2169) loss_rec_sfr: 0.2574 (0.2779) loss_cl: -0.2793 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [20:24:02.741682] Epoch: [284] [1280/2904] eta: 0:20:33 lr: 0.001838 loss: 0.1796 (0.1910) loss_rec_all: 0.2057 (0.2169) loss_rec_sfr: 0.2707 (0.2781) loss_cl: -0.2789 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [20:24:17.659432] Epoch: [284] [1300/2904] eta: 0:20:18 lr: 0.001838 loss: 0.1860 (0.1911) loss_rec_all: 0.2123 (0.2170) loss_rec_sfr: 0.2617 (0.2783) loss_cl: -0.2781 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [20:24:32.582949] Epoch: [284] [1320/2904] eta: 0:20:02 lr: 0.001838 loss: 0.1794 (0.1911) loss_rec_all: 0.2056 (0.2170) loss_rec_sfr: 0.2574 (0.2785) loss_cl: -0.2781 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [20:24:47.511086] Epoch: [284] [1340/2904] eta: 0:19:47 lr: 0.001838 loss: 0.1851 (0.1911) loss_rec_all: 0.2116 (0.2171) loss_rec_sfr: 0.2586 (0.2785) loss_cl: -0.2789 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [20:25:02.441637] Epoch: [284] [1360/2904] eta: 0:19:31 lr: 0.001838 loss: 0.1785 (0.1910) loss_rec_all: 0.2046 (0.2170) loss_rec_sfr: 0.2229 (0.2781) loss_cl: -0.2791 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [20:25:17.358418] Epoch: [284] [1380/2904] eta: 0:19:16 lr: 0.001838 loss: 0.1835 (0.1911) loss_rec_all: 0.2097 (0.2170) loss_rec_sfr: 0.2643 (0.2782) loss_cl: -0.2788 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [20:25:32.274362] Epoch: [284] [1400/2904] eta: 0:19:00 lr: 0.001838 loss: 0.1802 (0.1910) loss_rec_all: 0.2067 (0.2170) loss_rec_sfr: 0.2510 (0.2780) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [20:25:47.194060] Epoch: [284] [1420/2904] eta: 0:18:45 lr: 0.001838 loss: 0.1813 (0.1911) loss_rec_all: 0.2076 (0.2170) loss_rec_sfr: 0.2660 (0.2782) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [20:26:02.112624] Epoch: [284] [1440/2904] eta: 0:18:30 lr: 0.001838 loss: 0.1803 (0.1910) loss_rec_all: 0.2063 (0.2169) loss_rec_sfr: 0.2498 (0.2778) loss_cl: -0.2791 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [20:26:17.024829] Epoch: [284] [1460/2904] eta: 0:18:14 lr: 0.001838 loss: 0.1804 (0.1910) loss_rec_all: 0.2065 (0.2169) loss_rec_sfr: 0.2665 (0.2778) loss_cl: -0.2798 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [20:26:31.940368] Epoch: [284] [1480/2904] eta: 0:17:59 lr: 0.001837 loss: 0.1822 (0.1910) loss_rec_all: 0.2082 (0.2170) loss_rec_sfr: 0.2647 (0.2781) loss_cl: -0.2793 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [20:26:46.858000] Epoch: [284] [1500/2904] eta: 0:17:43 lr: 0.001837 loss: 0.1804 (0.1909) loss_rec_all: 0.2065 (0.2168) loss_rec_sfr: 0.2562 (0.2777) loss_cl: -0.2797 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [20:27:01.776202] Epoch: [284] [1520/2904] eta: 0:17:28 lr: 0.001837 loss: 0.1828 (0.1909) loss_rec_all: 0.2087 (0.2169) loss_rec_sfr: 0.2695 (0.2780) loss_cl: -0.2781 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [20:27:16.698174] Epoch: [284] [1540/2904] eta: 0:17:13 lr: 0.001837 loss: 0.1840 (0.1910) loss_rec_all: 0.2097 (0.2170) loss_rec_sfr: 0.2724 (0.2784) loss_cl: -0.2770 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [20:27:31.615259] Epoch: [284] [1560/2904] eta: 0:16:57 lr: 0.001837 loss: 0.1796 (0.1910) loss_rec_all: 0.2060 (0.2170) loss_rec_sfr: 0.2283 (0.2782) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [20:27:46.531853] Epoch: [284] [1580/2904] eta: 0:16:42 lr: 0.001837 loss: 0.1847 (0.1911) loss_rec_all: 0.2109 (0.2171) loss_rec_sfr: 0.2571 (0.2785) loss_cl: -0.2804 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [20:28:01.442200] Epoch: [284] [1600/2904] eta: 0:16:27 lr: 0.001837 loss: 0.1859 (0.1911) loss_rec_all: 0.2122 (0.2171) loss_rec_sfr: 0.2654 (0.2785) loss_cl: -0.2801 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [20:28:16.356925] Epoch: [284] [1620/2904] eta: 0:16:11 lr: 0.001837 loss: 0.1785 (0.1911) loss_rec_all: 0.2044 (0.2171) loss_rec_sfr: 0.2200 (0.2783) loss_cl: -0.2789 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [20:28:31.271281] Epoch: [284] [1640/2904] eta: 0:15:56 lr: 0.001837 loss: 0.1795 (0.1911) loss_rec_all: 0.2053 (0.2171) loss_rec_sfr: 0.2724 (0.2785) loss_cl: -0.2786 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [20:28:46.194043] Epoch: [284] [1660/2904] eta: 0:15:41 lr: 0.001837 loss: 0.1801 (0.1911) loss_rec_all: 0.2059 (0.2171) loss_rec_sfr: 0.2558 (0.2784) loss_cl: -0.2782 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [20:29:01.095600] Epoch: [284] [1680/2904] eta: 0:15:25 lr: 0.001837 loss: 0.1825 (0.1911) loss_rec_all: 0.2084 (0.2171) loss_rec_sfr: 0.2636 (0.2785) loss_cl: -0.2786 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [20:29:16.015029] Epoch: [284] [1700/2904] eta: 0:15:10 lr: 0.001837 loss: 0.1802 (0.1911) loss_rec_all: 0.2068 (0.2170) loss_rec_sfr: 0.2621 (0.2783) loss_cl: -0.2796 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [20:29:30.941483] Epoch: [284] [1720/2904] eta: 0:14:55 lr: 0.001837 loss: 0.1795 (0.1910) loss_rec_all: 0.2055 (0.2170) loss_rec_sfr: 0.2633 (0.2781) loss_cl: -0.2791 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [20:29:45.868621] Epoch: [284] [1740/2904] eta: 0:14:40 lr: 0.001837 loss: 0.1824 (0.1910) loss_rec_all: 0.2087 (0.2169) loss_rec_sfr: 0.2577 (0.2780) loss_cl: -0.2787 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [20:30:00.981370] Epoch: [284] [1760/2904] eta: 0:14:25 lr: 0.001837 loss: 0.1874 (0.1910) loss_rec_all: 0.2136 (0.2169) loss_rec_sfr: 0.2590 (0.2780) loss_cl: -0.2786 (-0.2788) time: 0.7556 data: 0.0002 max mem: 29860 [20:30:15.899620] Epoch: [284] [1780/2904] eta: 0:14:09 lr: 0.001837 loss: 0.1859 (0.1911) loss_rec_all: 0.2120 (0.2170) loss_rec_sfr: 0.2690 (0.2783) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [20:30:30.822290] Epoch: [284] [1800/2904] eta: 0:13:54 lr: 0.001837 loss: 0.1819 (0.1910) loss_rec_all: 0.2081 (0.2170) loss_rec_sfr: 0.2613 (0.2780) loss_cl: -0.2793 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [20:30:45.749255] Epoch: [284] [1820/2904] eta: 0:13:39 lr: 0.001837 loss: 0.1845 (0.1910) loss_rec_all: 0.2109 (0.2170) loss_rec_sfr: 0.2615 (0.2781) loss_cl: -0.2797 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [20:31:00.677726] Epoch: [284] [1840/2904] eta: 0:13:24 lr: 0.001837 loss: 0.1804 (0.1910) loss_rec_all: 0.2062 (0.2170) loss_rec_sfr: 0.2501 (0.2779) loss_cl: -0.2793 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [20:31:15.598029] Epoch: [284] [1860/2904] eta: 0:13:08 lr: 0.001837 loss: 0.1803 (0.1910) loss_rec_all: 0.2067 (0.2170) loss_rec_sfr: 0.2552 (0.2778) loss_cl: -0.2791 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [20:31:30.522455] Epoch: [284] [1880/2904] eta: 0:12:53 lr: 0.001837 loss: 0.1810 (0.1910) loss_rec_all: 0.2074 (0.2170) loss_rec_sfr: 0.2668 (0.2779) loss_cl: -0.2791 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [20:31:45.444139] Epoch: [284] [1900/2904] eta: 0:12:38 lr: 0.001837 loss: 0.1807 (0.1911) loss_rec_all: 0.2071 (0.2170) loss_rec_sfr: 0.2632 (0.2781) loss_cl: -0.2784 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [20:32:00.359465] Epoch: [284] [1920/2904] eta: 0:12:23 lr: 0.001837 loss: 0.1825 (0.1911) loss_rec_all: 0.2087 (0.2171) loss_rec_sfr: 0.2645 (0.2783) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [20:32:15.276246] Epoch: [284] [1940/2904] eta: 0:12:08 lr: 0.001837 loss: 0.1813 (0.1911) loss_rec_all: 0.2074 (0.2170) loss_rec_sfr: 0.2662 (0.2781) loss_cl: -0.2780 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [20:32:30.198305] Epoch: [284] [1960/2904] eta: 0:11:52 lr: 0.001837 loss: 0.1827 (0.1911) loss_rec_all: 0.2087 (0.2170) loss_rec_sfr: 0.2642 (0.2782) loss_cl: -0.2790 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [20:32:45.125675] Epoch: [284] [1980/2904] eta: 0:11:37 lr: 0.001837 loss: 0.1812 (0.1911) loss_rec_all: 0.2073 (0.2170) loss_rec_sfr: 0.2669 (0.2782) loss_cl: -0.2810 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [20:33:00.046061] Epoch: [284] [2000/2904] eta: 0:11:22 lr: 0.001837 loss: 0.1834 (0.1911) loss_rec_all: 0.2094 (0.2170) loss_rec_sfr: 0.2658 (0.2782) loss_cl: -0.2785 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [20:33:14.971490] Epoch: [284] [2020/2904] eta: 0:11:07 lr: 0.001837 loss: 0.1808 (0.1911) loss_rec_all: 0.2069 (0.2170) loss_rec_sfr: 0.2621 (0.2783) loss_cl: -0.2775 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [20:33:29.894046] Epoch: [284] [2040/2904] eta: 0:10:52 lr: 0.001837 loss: 0.1872 (0.1911) loss_rec_all: 0.2129 (0.2171) loss_rec_sfr: 0.2619 (0.2784) loss_cl: -0.2785 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [20:33:44.818468] Epoch: [284] [2060/2904] eta: 0:10:36 lr: 0.001837 loss: 0.1830 (0.1911) loss_rec_all: 0.2089 (0.2171) loss_rec_sfr: 0.2703 (0.2785) loss_cl: -0.2796 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [20:33:59.737538] Epoch: [284] [2080/2904] eta: 0:10:21 lr: 0.001837 loss: 0.1817 (0.1911) loss_rec_all: 0.2075 (0.2171) loss_rec_sfr: 0.2593 (0.2784) loss_cl: -0.2799 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [20:34:14.670634] Epoch: [284] [2100/2904] eta: 0:10:06 lr: 0.001837 loss: 0.1790 (0.1911) loss_rec_all: 0.2052 (0.2171) loss_rec_sfr: 0.2586 (0.2784) loss_cl: -0.2781 (-0.2789) time: 0.7466 data: 0.0002 max mem: 29860 [20:34:29.587630] Epoch: [284] [2120/2904] eta: 0:09:51 lr: 0.001837 loss: 0.1830 (0.1911) loss_rec_all: 0.2088 (0.2170) loss_rec_sfr: 0.2662 (0.2783) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [20:34:44.508114] Epoch: [284] [2140/2904] eta: 0:09:36 lr: 0.001837 loss: 0.1786 (0.1910) loss_rec_all: 0.2045 (0.2170) loss_rec_sfr: 0.2518 (0.2781) loss_cl: -0.2792 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [20:34:59.426953] Epoch: [284] [2160/2904] eta: 0:09:21 lr: 0.001837 loss: 0.1831 (0.1911) loss_rec_all: 0.2090 (0.2170) loss_rec_sfr: 0.2658 (0.2784) loss_cl: -0.2783 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [20:35:14.340194] Epoch: [284] [2180/2904] eta: 0:09:06 lr: 0.001836 loss: 0.1792 (0.1911) loss_rec_all: 0.2051 (0.2171) loss_rec_sfr: 0.2585 (0.2785) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [20:35:29.246699] Epoch: [284] [2200/2904] eta: 0:08:50 lr: 0.001836 loss: 0.1800 (0.1911) loss_rec_all: 0.2060 (0.2170) loss_rec_sfr: 0.2659 (0.2785) loss_cl: -0.2793 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [20:35:44.159556] Epoch: [284] [2220/2904] eta: 0:08:35 lr: 0.001836 loss: 0.1823 (0.1910) loss_rec_all: 0.2085 (0.2170) loss_rec_sfr: 0.2616 (0.2783) loss_cl: -0.2783 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [20:35:59.068387] Epoch: [284] [2240/2904] eta: 0:08:20 lr: 0.001836 loss: 0.1801 (0.1912) loss_rec_all: 0.2062 (0.2171) loss_rec_sfr: 0.2684 (0.2787) loss_cl: -0.2784 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [20:36:13.979532] Epoch: [284] [2260/2904] eta: 0:08:05 lr: 0.001836 loss: 0.1831 (0.1912) loss_rec_all: 0.2096 (0.2172) loss_rec_sfr: 0.2681 (0.2790) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [20:36:28.893902] Epoch: [284] [2280/2904] eta: 0:07:50 lr: 0.001836 loss: 0.1838 (0.1912) loss_rec_all: 0.2099 (0.2172) loss_rec_sfr: 0.2629 (0.2790) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [20:36:43.808820] Epoch: [284] [2300/2904] eta: 0:07:35 lr: 0.001836 loss: 0.1818 (0.1912) loss_rec_all: 0.2083 (0.2172) loss_rec_sfr: 0.2530 (0.2789) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [20:36:58.720447] Epoch: [284] [2320/2904] eta: 0:07:20 lr: 0.001836 loss: 0.1797 (0.1912) loss_rec_all: 0.2059 (0.2171) loss_rec_sfr: 0.2458 (0.2788) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [20:37:13.632465] Epoch: [284] [2340/2904] eta: 0:07:05 lr: 0.001836 loss: 0.1828 (0.1912) loss_rec_all: 0.2089 (0.2171) loss_rec_sfr: 0.2732 (0.2788) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [20:37:28.539105] Epoch: [284] [2360/2904] eta: 0:06:49 lr: 0.001836 loss: 0.1807 (0.1912) loss_rec_all: 0.2065 (0.2171) loss_rec_sfr: 0.2627 (0.2788) loss_cl: -0.2788 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [20:37:43.450283] Epoch: [284] [2380/2904] eta: 0:06:34 lr: 0.001836 loss: 0.1820 (0.1911) loss_rec_all: 0.2080 (0.2171) loss_rec_sfr: 0.2562 (0.2787) loss_cl: -0.2784 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [20:37:58.352998] Epoch: [284] [2400/2904] eta: 0:06:19 lr: 0.001836 loss: 0.1839 (0.1912) loss_rec_all: 0.2103 (0.2171) loss_rec_sfr: 0.2680 (0.2789) loss_cl: -0.2789 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [20:38:13.257479] Epoch: [284] [2420/2904] eta: 0:06:04 lr: 0.001836 loss: 0.1861 (0.1913) loss_rec_all: 0.2121 (0.2172) loss_rec_sfr: 0.2666 (0.2792) loss_cl: -0.2788 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [20:38:28.166958] Epoch: [284] [2440/2904] eta: 0:05:49 lr: 0.001836 loss: 0.1838 (0.1913) loss_rec_all: 0.2098 (0.2172) loss_rec_sfr: 0.2670 (0.2791) loss_cl: -0.2794 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [20:38:43.083758] Epoch: [284] [2460/2904] eta: 0:05:34 lr: 0.001836 loss: 0.1872 (0.1913) loss_rec_all: 0.2133 (0.2172) loss_rec_sfr: 0.2618 (0.2790) loss_cl: -0.2793 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [20:38:57.991587] Epoch: [284] [2480/2904] eta: 0:05:19 lr: 0.001836 loss: 0.1839 (0.1912) loss_rec_all: 0.2100 (0.2172) loss_rec_sfr: 0.2565 (0.2790) loss_cl: -0.2784 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [20:39:12.895132] Epoch: [284] [2500/2904] eta: 0:05:04 lr: 0.001836 loss: 0.1819 (0.1912) loss_rec_all: 0.2077 (0.2172) loss_rec_sfr: 0.2667 (0.2789) loss_cl: -0.2787 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [20:39:27.800264] Epoch: [284] [2520/2904] eta: 0:04:49 lr: 0.001836 loss: 0.1875 (0.1913) loss_rec_all: 0.2138 (0.2173) loss_rec_sfr: 0.2579 (0.2792) loss_cl: -0.2791 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [20:39:42.721819] Epoch: [284] [2540/2904] eta: 0:04:34 lr: 0.001836 loss: 0.1845 (0.1914) loss_rec_all: 0.2105 (0.2173) loss_rec_sfr: 0.2758 (0.2793) loss_cl: -0.2797 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [20:39:57.628039] Epoch: [284] [2560/2904] eta: 0:04:18 lr: 0.001836 loss: 0.1805 (0.1914) loss_rec_all: 0.2068 (0.2173) loss_rec_sfr: 0.2649 (0.2794) loss_cl: -0.2793 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [20:40:12.543275] Epoch: [284] [2580/2904] eta: 0:04:03 lr: 0.001836 loss: 0.1814 (0.1914) loss_rec_all: 0.2073 (0.2173) loss_rec_sfr: 0.2628 (0.2793) loss_cl: -0.2792 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [20:40:27.456748] Epoch: [284] [2600/2904] eta: 0:03:48 lr: 0.001836 loss: 0.1815 (0.1914) loss_rec_all: 0.2075 (0.2173) loss_rec_sfr: 0.2744 (0.2794) loss_cl: -0.2791 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [20:40:42.366611] Epoch: [284] [2620/2904] eta: 0:03:33 lr: 0.001836 loss: 0.1818 (0.1914) loss_rec_all: 0.2081 (0.2173) loss_rec_sfr: 0.2772 (0.2795) loss_cl: -0.2789 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [20:40:57.272457] Epoch: [284] [2640/2904] eta: 0:03:18 lr: 0.001836 loss: 0.1825 (0.1913) loss_rec_all: 0.2088 (0.2172) loss_rec_sfr: 0.2525 (0.2792) loss_cl: -0.2797 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [20:41:12.173971] Epoch: [284] [2660/2904] eta: 0:03:03 lr: 0.001836 loss: 0.1817 (0.1913) loss_rec_all: 0.2079 (0.2173) loss_rec_sfr: 0.2664 (0.2794) loss_cl: -0.2784 (-0.2789) time: 0.7450 data: 0.0002 max mem: 29860 [20:41:27.077653] Epoch: [284] [2680/2904] eta: 0:02:48 lr: 0.001836 loss: 0.1828 (0.1913) loss_rec_all: 0.2090 (0.2173) loss_rec_sfr: 0.2569 (0.2793) loss_cl: -0.2777 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [20:41:41.981119] Epoch: [284] [2700/2904] eta: 0:02:33 lr: 0.001836 loss: 0.1781 (0.1913) loss_rec_all: 0.2042 (0.2172) loss_rec_sfr: 0.2631 (0.2793) loss_cl: -0.2784 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [20:41:56.891524] Epoch: [284] [2720/2904] eta: 0:02:18 lr: 0.001836 loss: 0.1782 (0.1913) loss_rec_all: 0.2044 (0.2172) loss_rec_sfr: 0.2533 (0.2792) loss_cl: -0.2795 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [20:42:11.798134] Epoch: [284] [2740/2904] eta: 0:02:03 lr: 0.001836 loss: 0.1818 (0.1913) loss_rec_all: 0.2079 (0.2172) loss_rec_sfr: 0.2666 (0.2793) loss_cl: -0.2794 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [20:42:26.704623] Epoch: [284] [2760/2904] eta: 0:01:48 lr: 0.001836 loss: 0.1787 (0.1913) loss_rec_all: 0.2049 (0.2172) loss_rec_sfr: 0.2368 (0.2793) loss_cl: -0.2790 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [20:42:41.610015] Epoch: [284] [2780/2904] eta: 0:01:33 lr: 0.001836 loss: 0.1816 (0.1913) loss_rec_all: 0.2083 (0.2173) loss_rec_sfr: 0.2626 (0.2794) loss_cl: -0.2795 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [20:42:56.519594] Epoch: [284] [2800/2904] eta: 0:01:18 lr: 0.001836 loss: 0.1849 (0.1913) loss_rec_all: 0.2111 (0.2173) loss_rec_sfr: 0.2543 (0.2794) loss_cl: -0.2780 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [20:43:11.431175] Epoch: [284] [2820/2904] eta: 0:01:03 lr: 0.001836 loss: 0.1791 (0.1913) loss_rec_all: 0.2051 (0.2172) loss_rec_sfr: 0.2617 (0.2792) loss_cl: -0.2792 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [20:43:26.377633] Epoch: [284] [2840/2904] eta: 0:00:48 lr: 0.001836 loss: 0.1827 (0.1914) loss_rec_all: 0.2092 (0.2173) loss_rec_sfr: 0.2643 (0.2794) loss_cl: -0.2792 (-0.2788) time: 0.7473 data: 0.0023 max mem: 29860 [20:43:41.275910] Epoch: [284] [2860/2904] eta: 0:00:33 lr: 0.001835 loss: 0.1840 (0.1913) loss_rec_all: 0.2100 (0.2173) loss_rec_sfr: 0.2541 (0.2792) loss_cl: -0.2793 (-0.2788) time: 0.7449 data: 0.0001 max mem: 29860 [20:43:56.176642] Epoch: [284] [2880/2904] eta: 0:00:18 lr: 0.001835 loss: 0.1836 (0.1913) loss_rec_all: 0.2096 (0.2173) loss_rec_sfr: 0.2655 (0.2792) loss_cl: -0.2783 (-0.2788) time: 0.7450 data: 0.0001 max mem: 29860 [20:44:11.067312] Epoch: [284] [2900/2904] eta: 0:00:03 lr: 0.001835 loss: 0.1808 (0.1913) loss_rec_all: 0.2073 (0.2173) loss_rec_sfr: 0.2623 (0.2792) loss_cl: -0.2779 (-0.2788) time: 0.7445 data: 0.0001 max mem: 29860 [20:44:13.307817] Epoch: [284] [2903/2904] eta: 0:00:00 lr: 0.001835 loss: 0.1808 (0.1913) loss_rec_all: 0.2073 (0.2173) loss_rec_sfr: 0.2623 (0.2791) loss_cl: -0.2779 (-0.2788) time: 0.7444 data: 0.0001 max mem: 29860 [20:44:15.414867] Epoch: [284] Total time: 0:36:26 (0.7528 s / it) [20:44:15.429621] Averaged stats: lr: 0.001835 loss: 0.1808 (0.1942) loss_rec_all: 0.2073 (0.2178) loss_rec_sfr: 0.2623 (0.2810) loss_cl: -0.2779 (-0.2556) [20:44:15.434783] log_dir: ./checkpoint/VF2_ViT-B [20:44:33.358157] Epoch: [285] [ 0/2904] eta: 14:27:26 lr: 0.001835 loss: 0.1908 (0.1908) loss_rec_all: 0.2168 (0.2168) loss_rec_sfr: 0.2591 (0.2591) loss_cl: -0.2776 (-0.2776) time: 17.9223 data: 17.1908 max mem: 29860 [20:44:49.577660] Epoch: [285] [ 20/2904] eta: 1:18:08 lr: 0.001835 loss: 0.1811 (0.1916) loss_rec_all: 0.2070 (0.2175) loss_rec_sfr: 0.2690 (0.2857) loss_cl: -0.2797 (-0.2793) time: 0.8109 data: 0.0002 max mem: 29860 [20:45:04.451122] Epoch: [285] [ 40/2904] eta: 0:57:03 lr: 0.001835 loss: 0.1799 (0.1881) loss_rec_all: 0.2063 (0.2141) loss_rec_sfr: 0.2584 (0.2738) loss_cl: -0.2806 (-0.2798) time: 0.7436 data: 0.0002 max mem: 29860 [20:45:19.328929] Epoch: [285] [ 60/2904] eta: 0:49:38 lr: 0.001835 loss: 0.1815 (0.1880) loss_rec_all: 0.2076 (0.2140) loss_rec_sfr: 0.2554 (0.2721) loss_cl: -0.2800 (-0.2799) time: 0.7438 data: 0.0002 max mem: 29860 [20:45:34.210273] Epoch: [285] [ 80/2904] eta: 0:45:46 lr: 0.001835 loss: 0.1824 (0.1885) loss_rec_all: 0.2086 (0.2145) loss_rec_sfr: 0.2610 (0.2716) loss_cl: -0.2793 (-0.2797) time: 0.7440 data: 0.0002 max mem: 29860 [20:45:49.127050] Epoch: [285] [ 100/2904] eta: 0:43:20 lr: 0.001835 loss: 0.1861 (0.1885) loss_rec_all: 0.2121 (0.2145) loss_rec_sfr: 0.2647 (0.2717) loss_cl: -0.2787 (-0.2794) time: 0.7458 data: 0.0002 max mem: 29860 [20:46:04.048920] Epoch: [285] [ 120/2904] eta: 0:41:38 lr: 0.001835 loss: 0.1797 (0.1889) loss_rec_all: 0.2059 (0.2149) loss_rec_sfr: 0.2573 (0.2723) loss_cl: -0.2782 (-0.2792) time: 0.7461 data: 0.0002 max mem: 29860 [20:46:18.969339] Epoch: [285] [ 140/2904] eta: 0:40:21 lr: 0.001835 loss: 0.1800 (0.1887) loss_rec_all: 0.2062 (0.2147) loss_rec_sfr: 0.2615 (0.2699) loss_cl: -0.2789 (-0.2791) time: 0.7460 data: 0.0002 max mem: 29860 [20:46:33.887795] Epoch: [285] [ 160/2904] eta: 0:39:19 lr: 0.001835 loss: 0.1783 (0.1883) loss_rec_all: 0.2048 (0.2143) loss_rec_sfr: 0.2305 (0.2679) loss_cl: -0.2789 (-0.2791) time: 0.7459 data: 0.0002 max mem: 29860 [20:46:48.808779] Epoch: [285] [ 180/2904] eta: 0:38:28 lr: 0.001835 loss: 0.1808 (0.1883) loss_rec_all: 0.2069 (0.2143) loss_rec_sfr: 0.2633 (0.2682) loss_cl: -0.2796 (-0.2791) time: 0.7460 data: 0.0002 max mem: 29860 [20:47:03.724094] Epoch: [285] [ 200/2904] eta: 0:37:43 lr: 0.001835 loss: 0.1823 (0.1889) loss_rec_all: 0.2087 (0.2149) loss_rec_sfr: 0.2565 (0.2701) loss_cl: -0.2792 (-0.2790) time: 0.7457 data: 0.0002 max mem: 29860 [20:47:18.641814] Epoch: [285] [ 220/2904] eta: 0:37:04 lr: 0.001835 loss: 0.1832 (0.1891) loss_rec_all: 0.2096 (0.2152) loss_rec_sfr: 0.2579 (0.2703) loss_cl: -0.2793 (-0.2790) time: 0.7458 data: 0.0002 max mem: 29860 [20:47:33.579461] Epoch: [285] [ 240/2904] eta: 0:36:30 lr: 0.001835 loss: 0.1796 (0.1890) loss_rec_all: 0.2056 (0.2150) loss_rec_sfr: 0.2245 (0.2696) loss_cl: -0.2799 (-0.2791) time: 0.7468 data: 0.0002 max mem: 29860 [20:47:48.485737] Epoch: [285] [ 260/2904] eta: 0:35:58 lr: 0.001835 loss: 0.1798 (0.1888) loss_rec_all: 0.2061 (0.2149) loss_rec_sfr: 0.2268 (0.2686) loss_cl: -0.2793 (-0.2791) time: 0.7453 data: 0.0002 max mem: 29860 [20:48:03.416273] Epoch: [285] [ 280/2904] eta: 0:35:28 lr: 0.001835 loss: 0.1795 (0.1887) loss_rec_all: 0.2059 (0.2147) loss_rec_sfr: 0.2556 (0.2680) loss_cl: -0.2794 (-0.2791) time: 0.7465 data: 0.0002 max mem: 29860 [20:48:18.327491] Epoch: [285] [ 300/2904] eta: 0:35:01 lr: 0.001835 loss: 0.1863 (0.1898) loss_rec_all: 0.2125 (0.2158) loss_rec_sfr: 0.2677 (0.2721) loss_cl: -0.2787 (-0.2790) time: 0.7455 data: 0.0002 max mem: 29860 [20:48:33.397664] Epoch: [285] [ 320/2904] eta: 0:34:36 lr: 0.001835 loss: 0.1790 (0.1896) loss_rec_all: 0.2050 (0.2156) loss_rec_sfr: 0.2413 (0.2712) loss_cl: -0.2782 (-0.2789) time: 0.7535 data: 0.0002 max mem: 29860 [20:48:48.311307] Epoch: [285] [ 340/2904] eta: 0:34:11 lr: 0.001835 loss: 0.1849 (0.1904) loss_rec_all: 0.2109 (0.2164) loss_rec_sfr: 0.2743 (0.2742) loss_cl: -0.2782 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [20:49:03.240973] Epoch: [285] [ 360/2904] eta: 0:33:48 lr: 0.001835 loss: 0.1919 (0.1910) loss_rec_all: 0.2181 (0.2169) loss_rec_sfr: 0.2678 (0.2765) loss_cl: -0.2790 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [20:49:18.154209] Epoch: [285] [ 380/2904] eta: 0:33:25 lr: 0.001835 loss: 0.1818 (0.1908) loss_rec_all: 0.2080 (0.2167) loss_rec_sfr: 0.2349 (0.2754) loss_cl: -0.2787 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [20:49:33.061295] Epoch: [285] [ 400/2904] eta: 0:33:03 lr: 0.001835 loss: 0.1826 (0.1906) loss_rec_all: 0.2089 (0.2166) loss_rec_sfr: 0.2207 (0.2741) loss_cl: -0.2787 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [20:49:47.965573] Epoch: [285] [ 420/2904] eta: 0:32:41 lr: 0.001835 loss: 0.1821 (0.1909) loss_rec_all: 0.2080 (0.2169) loss_rec_sfr: 0.2596 (0.2751) loss_cl: -0.2786 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [20:50:02.877852] Epoch: [285] [ 440/2904] eta: 0:32:21 lr: 0.001835 loss: 0.1785 (0.1907) loss_rec_all: 0.2048 (0.2166) loss_rec_sfr: 0.2551 (0.2747) loss_cl: -0.2792 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [20:50:17.792194] Epoch: [285] [ 460/2904] eta: 0:32:00 lr: 0.001835 loss: 0.1856 (0.1910) loss_rec_all: 0.2118 (0.2170) loss_rec_sfr: 0.2663 (0.2761) loss_cl: -0.2789 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [20:50:32.704947] Epoch: [285] [ 480/2904] eta: 0:31:41 lr: 0.001835 loss: 0.1817 (0.1910) loss_rec_all: 0.2077 (0.2169) loss_rec_sfr: 0.2646 (0.2761) loss_cl: -0.2791 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [20:50:47.615808] Epoch: [285] [ 500/2904] eta: 0:31:21 lr: 0.001835 loss: 0.1812 (0.1910) loss_rec_all: 0.2073 (0.2169) loss_rec_sfr: 0.2583 (0.2762) loss_cl: -0.2795 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [20:51:02.524364] Epoch: [285] [ 520/2904] eta: 0:31:02 lr: 0.001835 loss: 0.1813 (0.1907) loss_rec_all: 0.2071 (0.2167) loss_rec_sfr: 0.2644 (0.2756) loss_cl: -0.2793 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [20:51:17.436110] Epoch: [285] [ 540/2904] eta: 0:30:43 lr: 0.001835 loss: 0.1795 (0.1904) loss_rec_all: 0.2060 (0.2164) loss_rec_sfr: 0.2624 (0.2751) loss_cl: -0.2789 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [20:51:32.345246] Epoch: [285] [ 560/2904] eta: 0:30:25 lr: 0.001835 loss: 0.1861 (0.1908) loss_rec_all: 0.2120 (0.2167) loss_rec_sfr: 0.2680 (0.2763) loss_cl: -0.2788 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [20:51:47.249769] Epoch: [285] [ 580/2904] eta: 0:30:07 lr: 0.001835 loss: 0.1851 (0.1909) loss_rec_all: 0.2112 (0.2168) loss_rec_sfr: 0.2668 (0.2767) loss_cl: -0.2791 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [20:52:02.151128] Epoch: [285] [ 600/2904] eta: 0:29:49 lr: 0.001835 loss: 0.1828 (0.1913) loss_rec_all: 0.2089 (0.2172) loss_rec_sfr: 0.2700 (0.2778) loss_cl: -0.2787 (-0.2789) time: 0.7450 data: 0.0002 max mem: 29860 [20:52:17.059005] Epoch: [285] [ 620/2904] eta: 0:29:31 lr: 0.001835 loss: 0.1809 (0.1912) loss_rec_all: 0.2073 (0.2171) loss_rec_sfr: 0.2556 (0.2775) loss_cl: -0.2787 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [20:52:31.965138] Epoch: [285] [ 640/2904] eta: 0:29:13 lr: 0.001835 loss: 0.1788 (0.1912) loss_rec_all: 0.2052 (0.2171) loss_rec_sfr: 0.2395 (0.2774) loss_cl: -0.2793 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [20:52:46.867897] Epoch: [285] [ 660/2904] eta: 0:28:56 lr: 0.001834 loss: 0.1820 (0.1912) loss_rec_all: 0.2085 (0.2171) loss_rec_sfr: 0.2653 (0.2775) loss_cl: -0.2791 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [20:53:01.771244] Epoch: [285] [ 680/2904] eta: 0:28:38 lr: 0.001834 loss: 0.1837 (0.1911) loss_rec_all: 0.2096 (0.2170) loss_rec_sfr: 0.2602 (0.2771) loss_cl: -0.2780 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [20:53:16.671801] Epoch: [285] [ 700/2904] eta: 0:28:21 lr: 0.001834 loss: 0.1784 (0.1909) loss_rec_all: 0.2051 (0.2169) loss_rec_sfr: 0.2197 (0.2764) loss_cl: -0.2784 (-0.2789) time: 0.7450 data: 0.0002 max mem: 29860 [20:53:31.577170] Epoch: [285] [ 720/2904] eta: 0:28:04 lr: 0.001834 loss: 0.1817 (0.1908) loss_rec_all: 0.2080 (0.2167) loss_rec_sfr: 0.2591 (0.2760) loss_cl: -0.2795 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [20:53:46.480381] Epoch: [285] [ 740/2904] eta: 0:27:47 lr: 0.001834 loss: 0.1807 (0.1908) loss_rec_all: 0.2067 (0.2168) loss_rec_sfr: 0.2671 (0.2760) loss_cl: -0.2793 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [20:54:01.386357] Epoch: [285] [ 760/2904] eta: 0:27:30 lr: 0.001834 loss: 0.1824 (0.1909) loss_rec_all: 0.2086 (0.2169) loss_rec_sfr: 0.2547 (0.2763) loss_cl: -0.2794 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [20:54:16.289344] Epoch: [285] [ 780/2904] eta: 0:27:13 lr: 0.001834 loss: 0.1828 (0.1909) loss_rec_all: 0.2093 (0.2168) loss_rec_sfr: 0.2552 (0.2759) loss_cl: -0.2793 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [20:54:31.195110] Epoch: [285] [ 800/2904] eta: 0:26:57 lr: 0.001834 loss: 0.1808 (0.1908) loss_rec_all: 0.2073 (0.2168) loss_rec_sfr: 0.2665 (0.2758) loss_cl: -0.2794 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [20:54:46.105697] Epoch: [285] [ 820/2904] eta: 0:26:40 lr: 0.001834 loss: 0.1843 (0.1909) loss_rec_all: 0.2105 (0.2169) loss_rec_sfr: 0.2579 (0.2760) loss_cl: -0.2780 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [20:55:01.015585] Epoch: [285] [ 840/2904] eta: 0:26:24 lr: 0.001834 loss: 0.1791 (0.1909) loss_rec_all: 0.2052 (0.2169) loss_rec_sfr: 0.2554 (0.2758) loss_cl: -0.2787 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [20:55:15.929258] Epoch: [285] [ 860/2904] eta: 0:26:07 lr: 0.001834 loss: 0.1781 (0.1906) loss_rec_all: 0.2046 (0.2166) loss_rec_sfr: 0.2209 (0.2748) loss_cl: -0.2790 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [20:55:30.836931] Epoch: [285] [ 880/2904] eta: 0:25:51 lr: 0.001834 loss: 0.1806 (0.1905) loss_rec_all: 0.2068 (0.2165) loss_rec_sfr: 0.2530 (0.2742) loss_cl: -0.2794 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [20:55:45.742478] Epoch: [285] [ 900/2904] eta: 0:25:35 lr: 0.001834 loss: 0.1813 (0.1903) loss_rec_all: 0.2075 (0.2163) loss_rec_sfr: 0.2639 (0.2739) loss_cl: -0.2792 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [20:56:00.642920] Epoch: [285] [ 920/2904] eta: 0:25:19 lr: 0.001834 loss: 0.1767 (0.1902) loss_rec_all: 0.2030 (0.2162) loss_rec_sfr: 0.2503 (0.2737) loss_cl: -0.2794 (-0.2789) time: 0.7450 data: 0.0002 max mem: 29860 [20:56:15.548340] Epoch: [285] [ 940/2904] eta: 0:25:02 lr: 0.001834 loss: 0.1800 (0.1902) loss_rec_all: 0.2059 (0.2162) loss_rec_sfr: 0.2667 (0.2739) loss_cl: -0.2776 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [20:56:30.451037] Epoch: [285] [ 960/2904] eta: 0:24:46 lr: 0.001834 loss: 0.1833 (0.1902) loss_rec_all: 0.2095 (0.2162) loss_rec_sfr: 0.2616 (0.2737) loss_cl: -0.2783 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [20:56:45.358478] Epoch: [285] [ 980/2904] eta: 0:24:30 lr: 0.001834 loss: 0.1773 (0.1902) loss_rec_all: 0.2039 (0.2162) loss_rec_sfr: 0.2563 (0.2735) loss_cl: -0.2787 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [20:57:00.265734] Epoch: [285] [1000/2904] eta: 0:24:14 lr: 0.001834 loss: 0.1839 (0.1902) loss_rec_all: 0.2105 (0.2161) loss_rec_sfr: 0.2619 (0.2734) loss_cl: -0.2798 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [20:57:15.172272] Epoch: [285] [1020/2904] eta: 0:23:58 lr: 0.001834 loss: 0.1820 (0.1900) loss_rec_all: 0.2081 (0.2160) loss_rec_sfr: 0.2568 (0.2729) loss_cl: -0.2796 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [20:57:30.073941] Epoch: [285] [1040/2904] eta: 0:23:42 lr: 0.001834 loss: 0.1821 (0.1901) loss_rec_all: 0.2083 (0.2160) loss_rec_sfr: 0.2609 (0.2731) loss_cl: -0.2795 (-0.2789) time: 0.7450 data: 0.0002 max mem: 29860 [20:57:44.979150] Epoch: [285] [1060/2904] eta: 0:23:26 lr: 0.001834 loss: 0.1824 (0.1901) loss_rec_all: 0.2082 (0.2161) loss_rec_sfr: 0.2681 (0.2733) loss_cl: -0.2787 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [20:57:59.882848] Epoch: [285] [1080/2904] eta: 0:23:11 lr: 0.001834 loss: 0.1804 (0.1902) loss_rec_all: 0.2069 (0.2162) loss_rec_sfr: 0.2620 (0.2738) loss_cl: -0.2788 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [20:58:14.787334] Epoch: [285] [1100/2904] eta: 0:22:55 lr: 0.001834 loss: 0.1820 (0.1902) loss_rec_all: 0.2084 (0.2162) loss_rec_sfr: 0.2620 (0.2738) loss_cl: -0.2791 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [20:58:29.698794] Epoch: [285] [1120/2904] eta: 0:22:39 lr: 0.001834 loss: 0.1800 (0.1902) loss_rec_all: 0.2063 (0.2162) loss_rec_sfr: 0.2519 (0.2734) loss_cl: -0.2788 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [20:58:44.609586] Epoch: [285] [1140/2904] eta: 0:22:23 lr: 0.001834 loss: 0.1807 (0.1902) loss_rec_all: 0.2065 (0.2162) loss_rec_sfr: 0.2664 (0.2739) loss_cl: -0.2786 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [20:58:59.513306] Epoch: [285] [1160/2904] eta: 0:22:07 lr: 0.001834 loss: 0.1797 (0.1902) loss_rec_all: 0.2060 (0.2162) loss_rec_sfr: 0.2625 (0.2739) loss_cl: -0.2781 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [20:59:14.415840] Epoch: [285] [1180/2904] eta: 0:21:52 lr: 0.001834 loss: 0.1826 (0.1902) loss_rec_all: 0.2085 (0.2162) loss_rec_sfr: 0.2546 (0.2738) loss_cl: -0.2794 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [20:59:29.320277] Epoch: [285] [1200/2904] eta: 0:21:36 lr: 0.001834 loss: 0.1794 (0.1902) loss_rec_all: 0.2055 (0.2162) loss_rec_sfr: 0.2668 (0.2740) loss_cl: -0.2800 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [20:59:44.225386] Epoch: [285] [1220/2904] eta: 0:21:20 lr: 0.001834 loss: 0.1823 (0.1904) loss_rec_all: 0.2085 (0.2163) loss_rec_sfr: 0.2667 (0.2746) loss_cl: -0.2790 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [20:59:59.123703] Epoch: [285] [1240/2904] eta: 0:21:05 lr: 0.001834 loss: 0.1850 (0.1905) loss_rec_all: 0.2111 (0.2164) loss_rec_sfr: 0.2648 (0.2751) loss_cl: -0.2783 (-0.2789) time: 0.7449 data: 0.0002 max mem: 29860 [21:00:14.025854] Epoch: [285] [1260/2904] eta: 0:20:49 lr: 0.001834 loss: 0.1816 (0.1906) loss_rec_all: 0.2079 (0.2165) loss_rec_sfr: 0.2628 (0.2754) loss_cl: -0.2781 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [21:00:28.938623] Epoch: [285] [1280/2904] eta: 0:20:34 lr: 0.001834 loss: 0.1816 (0.1906) loss_rec_all: 0.2076 (0.2166) loss_rec_sfr: 0.2564 (0.2753) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [21:00:43.843006] Epoch: [285] [1300/2904] eta: 0:20:18 lr: 0.001834 loss: 0.1807 (0.1906) loss_rec_all: 0.2066 (0.2166) loss_rec_sfr: 0.2467 (0.2754) loss_cl: -0.2783 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [21:00:58.744107] Epoch: [285] [1320/2904] eta: 0:20:02 lr: 0.001834 loss: 0.1817 (0.1907) loss_rec_all: 0.2078 (0.2166) loss_rec_sfr: 0.2650 (0.2757) loss_cl: -0.2790 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [21:01:13.645493] Epoch: [285] [1340/2904] eta: 0:19:47 lr: 0.001833 loss: 0.1825 (0.1907) loss_rec_all: 0.2092 (0.2167) loss_rec_sfr: 0.2746 (0.2759) loss_cl: -0.2796 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [21:01:28.548266] Epoch: [285] [1360/2904] eta: 0:19:31 lr: 0.001833 loss: 0.1831 (0.1908) loss_rec_all: 0.2091 (0.2167) loss_rec_sfr: 0.2721 (0.2761) loss_cl: -0.2791 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [21:01:43.456784] Epoch: [285] [1380/2904] eta: 0:19:16 lr: 0.001833 loss: 0.1832 (0.1909) loss_rec_all: 0.2090 (0.2168) loss_rec_sfr: 0.2680 (0.2764) loss_cl: -0.2789 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [21:01:58.364275] Epoch: [285] [1400/2904] eta: 0:19:01 lr: 0.001833 loss: 0.1830 (0.1910) loss_rec_all: 0.2089 (0.2170) loss_rec_sfr: 0.2768 (0.2770) loss_cl: -0.2788 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [21:02:13.277257] Epoch: [285] [1420/2904] eta: 0:18:45 lr: 0.001833 loss: 0.1821 (0.1910) loss_rec_all: 0.2083 (0.2170) loss_rec_sfr: 0.2703 (0.2771) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [21:02:28.185314] Epoch: [285] [1440/2904] eta: 0:18:30 lr: 0.001833 loss: 0.1798 (0.1910) loss_rec_all: 0.2061 (0.2170) loss_rec_sfr: 0.2630 (0.2770) loss_cl: -0.2783 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [21:02:43.094963] Epoch: [285] [1460/2904] eta: 0:18:14 lr: 0.001833 loss: 0.1804 (0.1910) loss_rec_all: 0.2068 (0.2169) loss_rec_sfr: 0.2605 (0.2769) loss_cl: -0.2785 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [21:02:58.005727] Epoch: [285] [1480/2904] eta: 0:17:59 lr: 0.001833 loss: 0.1866 (0.1911) loss_rec_all: 0.2127 (0.2170) loss_rec_sfr: 0.2708 (0.2771) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [21:03:12.914788] Epoch: [285] [1500/2904] eta: 0:17:43 lr: 0.001833 loss: 0.1798 (0.1910) loss_rec_all: 0.2058 (0.2169) loss_rec_sfr: 0.2598 (0.2770) loss_cl: -0.2793 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [21:03:27.836303] Epoch: [285] [1520/2904] eta: 0:17:28 lr: 0.001833 loss: 0.1789 (0.1910) loss_rec_all: 0.2049 (0.2169) loss_rec_sfr: 0.2595 (0.2770) loss_cl: -0.2795 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [21:03:42.768898] Epoch: [285] [1540/2904] eta: 0:17:13 lr: 0.001833 loss: 0.1810 (0.1910) loss_rec_all: 0.2071 (0.2169) loss_rec_sfr: 0.2651 (0.2771) loss_cl: -0.2787 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [21:03:57.687211] Epoch: [285] [1560/2904] eta: 0:16:57 lr: 0.001833 loss: 0.1782 (0.1909) loss_rec_all: 0.2043 (0.2169) loss_rec_sfr: 0.2627 (0.2770) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [21:04:12.602673] Epoch: [285] [1580/2904] eta: 0:16:42 lr: 0.001833 loss: 0.1815 (0.1909) loss_rec_all: 0.2075 (0.2168) loss_rec_sfr: 0.2661 (0.2767) loss_cl: -0.2796 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [21:04:27.511627] Epoch: [285] [1600/2904] eta: 0:16:27 lr: 0.001833 loss: 0.1785 (0.1909) loss_rec_all: 0.2051 (0.2168) loss_rec_sfr: 0.2662 (0.2766) loss_cl: -0.2802 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [21:04:42.422741] Epoch: [285] [1620/2904] eta: 0:16:11 lr: 0.001833 loss: 0.1846 (0.1909) loss_rec_all: 0.2106 (0.2169) loss_rec_sfr: 0.2693 (0.2769) loss_cl: -0.2786 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [21:04:57.333428] Epoch: [285] [1640/2904] eta: 0:15:56 lr: 0.001833 loss: 0.1857 (0.1910) loss_rec_all: 0.2118 (0.2169) loss_rec_sfr: 0.2658 (0.2770) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [21:05:12.247709] Epoch: [285] [1660/2904] eta: 0:15:41 lr: 0.001833 loss: 0.1942 (0.1912) loss_rec_all: 0.2202 (0.2172) loss_rec_sfr: 0.2928 (0.2781) loss_cl: -0.2780 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [21:05:27.156941] Epoch: [285] [1680/2904] eta: 0:15:25 lr: 0.001833 loss: 0.1773 (0.1913) loss_rec_all: 0.2040 (0.2172) loss_rec_sfr: 0.2673 (0.2783) loss_cl: -0.2792 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [21:05:42.066538] Epoch: [285] [1700/2904] eta: 0:15:10 lr: 0.001833 loss: 0.1807 (0.1913) loss_rec_all: 0.2065 (0.2172) loss_rec_sfr: 0.2612 (0.2784) loss_cl: -0.2794 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [21:05:56.975174] Epoch: [285] [1720/2904] eta: 0:14:55 lr: 0.001833 loss: 0.1828 (0.1913) loss_rec_all: 0.2089 (0.2172) loss_rec_sfr: 0.2610 (0.2784) loss_cl: -0.2783 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [21:06:11.878213] Epoch: [285] [1740/2904] eta: 0:14:40 lr: 0.001833 loss: 0.1930 (0.1915) loss_rec_all: 0.2190 (0.2174) loss_rec_sfr: 0.2688 (0.2789) loss_cl: -0.2781 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [21:06:26.786248] Epoch: [285] [1760/2904] eta: 0:14:24 lr: 0.001833 loss: 0.1792 (0.1915) loss_rec_all: 0.2052 (0.2175) loss_rec_sfr: 0.2710 (0.2793) loss_cl: -0.2791 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [21:06:41.691220] Epoch: [285] [1780/2904] eta: 0:14:09 lr: 0.001833 loss: 0.1816 (0.1915) loss_rec_all: 0.2075 (0.2175) loss_rec_sfr: 0.2597 (0.2792) loss_cl: -0.2792 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [21:06:56.605138] Epoch: [285] [1800/2904] eta: 0:13:54 lr: 0.001833 loss: 0.1791 (0.1915) loss_rec_all: 0.2051 (0.2174) loss_rec_sfr: 0.2559 (0.2790) loss_cl: -0.2783 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [21:07:11.512414] Epoch: [285] [1820/2904] eta: 0:13:39 lr: 0.001833 loss: 0.1840 (0.1915) loss_rec_all: 0.2100 (0.2174) loss_rec_sfr: 0.2699 (0.2791) loss_cl: -0.2782 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [21:07:26.423501] Epoch: [285] [1840/2904] eta: 0:13:23 lr: 0.001833 loss: 0.1821 (0.1914) loss_rec_all: 0.2082 (0.2173) loss_rec_sfr: 0.2561 (0.2788) loss_cl: -0.2792 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [21:07:41.335491] Epoch: [285] [1860/2904] eta: 0:13:08 lr: 0.001833 loss: 0.1830 (0.1914) loss_rec_all: 0.2090 (0.2173) loss_rec_sfr: 0.2660 (0.2788) loss_cl: -0.2793 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [21:07:56.243095] Epoch: [285] [1880/2904] eta: 0:12:53 lr: 0.001833 loss: 0.1823 (0.1914) loss_rec_all: 0.2085 (0.2173) loss_rec_sfr: 0.2672 (0.2790) loss_cl: -0.2793 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [21:08:11.152235] Epoch: [285] [1900/2904] eta: 0:12:38 lr: 0.001833 loss: 0.1804 (0.1914) loss_rec_all: 0.2064 (0.2173) loss_rec_sfr: 0.2580 (0.2790) loss_cl: -0.2789 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [21:08:26.064493] Epoch: [285] [1920/2904] eta: 0:12:23 lr: 0.001833 loss: 0.1821 (0.1914) loss_rec_all: 0.2078 (0.2174) loss_rec_sfr: 0.2630 (0.2790) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [21:08:40.968908] Epoch: [285] [1940/2904] eta: 0:12:07 lr: 0.001833 loss: 0.1779 (0.1914) loss_rec_all: 0.2044 (0.2174) loss_rec_sfr: 0.2300 (0.2791) loss_cl: -0.2788 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [21:08:55.871265] Epoch: [285] [1960/2904] eta: 0:11:52 lr: 0.001833 loss: 0.1833 (0.1914) loss_rec_all: 0.2092 (0.2174) loss_rec_sfr: 0.2656 (0.2791) loss_cl: -0.2787 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [21:09:10.775330] Epoch: [285] [1980/2904] eta: 0:11:37 lr: 0.001833 loss: 0.1814 (0.1914) loss_rec_all: 0.2079 (0.2173) loss_rec_sfr: 0.2637 (0.2789) loss_cl: -0.2798 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [21:09:25.677253] Epoch: [285] [2000/2904] eta: 0:11:22 lr: 0.001833 loss: 0.1839 (0.1914) loss_rec_all: 0.2098 (0.2173) loss_rec_sfr: 0.2591 (0.2789) loss_cl: -0.2790 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [21:09:40.578356] Epoch: [285] [2020/2904] eta: 0:11:07 lr: 0.001833 loss: 0.1819 (0.1914) loss_rec_all: 0.2076 (0.2173) loss_rec_sfr: 0.2713 (0.2791) loss_cl: -0.2788 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [21:09:55.482594] Epoch: [285] [2040/2904] eta: 0:10:51 lr: 0.001832 loss: 0.1840 (0.1914) loss_rec_all: 0.2101 (0.2173) loss_rec_sfr: 0.2597 (0.2790) loss_cl: -0.2790 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [21:10:10.383400] Epoch: [285] [2060/2904] eta: 0:10:36 lr: 0.001832 loss: 0.1836 (0.1915) loss_rec_all: 0.2098 (0.2174) loss_rec_sfr: 0.2656 (0.2793) loss_cl: -0.2794 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [21:10:25.291403] Epoch: [285] [2080/2904] eta: 0:10:21 lr: 0.001832 loss: 0.1830 (0.1916) loss_rec_all: 0.2090 (0.2175) loss_rec_sfr: 0.2649 (0.2796) loss_cl: -0.2789 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [21:10:40.198165] Epoch: [285] [2100/2904] eta: 0:10:06 lr: 0.001832 loss: 0.1839 (0.1917) loss_rec_all: 0.2098 (0.2176) loss_rec_sfr: 0.2775 (0.2801) loss_cl: -0.2785 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [21:10:55.112022] Epoch: [285] [2120/2904] eta: 0:09:51 lr: 0.001832 loss: 0.1797 (0.1917) loss_rec_all: 0.2057 (0.2176) loss_rec_sfr: 0.2713 (0.2802) loss_cl: -0.2783 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [21:11:10.020259] Epoch: [285] [2140/2904] eta: 0:09:36 lr: 0.001832 loss: 0.1791 (0.1916) loss_rec_all: 0.2056 (0.2175) loss_rec_sfr: 0.2614 (0.2801) loss_cl: -0.2785 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [21:11:24.927631] Epoch: [285] [2160/2904] eta: 0:09:20 lr: 0.001832 loss: 0.1816 (0.1916) loss_rec_all: 0.2080 (0.2175) loss_rec_sfr: 0.2684 (0.2800) loss_cl: -0.2793 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [21:11:39.841226] Epoch: [285] [2180/2904] eta: 0:09:05 lr: 0.001832 loss: 0.1803 (0.1916) loss_rec_all: 0.2064 (0.2176) loss_rec_sfr: 0.2603 (0.2801) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [21:11:54.742466] Epoch: [285] [2200/2904] eta: 0:08:50 lr: 0.001832 loss: 0.1786 (0.1916) loss_rec_all: 0.2051 (0.2175) loss_rec_sfr: 0.2337 (0.2799) loss_cl: -0.2790 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [21:12:09.652961] Epoch: [285] [2220/2904] eta: 0:08:35 lr: 0.001832 loss: 0.1799 (0.1916) loss_rec_all: 0.2064 (0.2175) loss_rec_sfr: 0.2621 (0.2799) loss_cl: -0.2792 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [21:12:24.559401] Epoch: [285] [2240/2904] eta: 0:08:20 lr: 0.001832 loss: 0.1828 (0.1916) loss_rec_all: 0.2087 (0.2175) loss_rec_sfr: 0.2599 (0.2801) loss_cl: -0.2782 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [21:12:39.467984] Epoch: [285] [2260/2904] eta: 0:08:05 lr: 0.001832 loss: 0.1829 (0.1916) loss_rec_all: 0.2086 (0.2175) loss_rec_sfr: 0.2629 (0.2801) loss_cl: -0.2788 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [21:12:54.382375] Epoch: [285] [2280/2904] eta: 0:07:50 lr: 0.001832 loss: 0.1847 (0.1917) loss_rec_all: 0.2110 (0.2176) loss_rec_sfr: 0.2611 (0.2802) loss_cl: -0.2793 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [21:13:09.295871] Epoch: [285] [2300/2904] eta: 0:07:35 lr: 0.001832 loss: 0.1839 (0.1917) loss_rec_all: 0.2099 (0.2176) loss_rec_sfr: 0.2708 (0.2801) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [21:13:24.205676] Epoch: [285] [2320/2904] eta: 0:07:19 lr: 0.001832 loss: 0.1831 (0.1917) loss_rec_all: 0.2089 (0.2176) loss_rec_sfr: 0.2624 (0.2802) loss_cl: -0.2782 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [21:13:39.115704] Epoch: [285] [2340/2904] eta: 0:07:04 lr: 0.001832 loss: 0.1808 (0.1917) loss_rec_all: 0.2070 (0.2176) loss_rec_sfr: 0.2601 (0.2803) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [21:13:54.033657] Epoch: [285] [2360/2904] eta: 0:06:49 lr: 0.001832 loss: 0.1819 (0.1917) loss_rec_all: 0.2083 (0.2176) loss_rec_sfr: 0.2609 (0.2803) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [21:14:08.942492] Epoch: [285] [2380/2904] eta: 0:06:34 lr: 0.001832 loss: 0.1814 (0.1918) loss_rec_all: 0.2074 (0.2177) loss_rec_sfr: 0.2711 (0.2804) loss_cl: -0.2794 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [21:14:23.852152] Epoch: [285] [2400/2904] eta: 0:06:19 lr: 0.001832 loss: 0.1805 (0.1918) loss_rec_all: 0.2070 (0.2177) loss_rec_sfr: 0.2571 (0.2803) loss_cl: -0.2795 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [21:14:38.764782] Epoch: [285] [2420/2904] eta: 0:06:04 lr: 0.001832 loss: 0.1796 (0.1918) loss_rec_all: 0.2056 (0.2177) loss_rec_sfr: 0.2645 (0.2805) loss_cl: -0.2784 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [21:14:53.680466] Epoch: [285] [2440/2904] eta: 0:05:49 lr: 0.001832 loss: 0.1811 (0.1918) loss_rec_all: 0.2075 (0.2177) loss_rec_sfr: 0.2688 (0.2805) loss_cl: -0.2783 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [21:15:08.597174] Epoch: [285] [2460/2904] eta: 0:05:34 lr: 0.001832 loss: 0.1861 (0.1918) loss_rec_all: 0.2122 (0.2177) loss_rec_sfr: 0.2679 (0.2806) loss_cl: -0.2794 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [21:15:23.509187] Epoch: [285] [2480/2904] eta: 0:05:19 lr: 0.001832 loss: 0.1815 (0.1918) loss_rec_all: 0.2078 (0.2177) loss_rec_sfr: 0.2267 (0.2806) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [21:15:38.420676] Epoch: [285] [2500/2904] eta: 0:05:04 lr: 0.001832 loss: 0.1836 (0.1918) loss_rec_all: 0.2096 (0.2177) loss_rec_sfr: 0.2558 (0.2806) loss_cl: -0.2795 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [21:15:53.332008] Epoch: [285] [2520/2904] eta: 0:04:49 lr: 0.001832 loss: 0.1808 (0.1918) loss_rec_all: 0.2069 (0.2177) loss_rec_sfr: 0.2639 (0.2805) loss_cl: -0.2793 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [21:16:08.245575] Epoch: [285] [2540/2904] eta: 0:04:33 lr: 0.001832 loss: 0.1763 (0.1918) loss_rec_all: 0.2026 (0.2177) loss_rec_sfr: 0.2453 (0.2805) loss_cl: -0.2793 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [21:16:23.157158] Epoch: [285] [2560/2904] eta: 0:04:18 lr: 0.001832 loss: 0.1851 (0.1918) loss_rec_all: 0.2112 (0.2177) loss_rec_sfr: 0.2674 (0.2805) loss_cl: -0.2783 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [21:16:38.076695] Epoch: [285] [2580/2904] eta: 0:04:03 lr: 0.001832 loss: 0.1812 (0.1918) loss_rec_all: 0.2073 (0.2177) loss_rec_sfr: 0.2613 (0.2806) loss_cl: -0.2784 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [21:16:52.984817] Epoch: [285] [2600/2904] eta: 0:03:48 lr: 0.001832 loss: 0.1806 (0.1918) loss_rec_all: 0.2070 (0.2177) loss_rec_sfr: 0.2500 (0.2805) loss_cl: -0.2789 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [21:17:07.892862] Epoch: [285] [2620/2904] eta: 0:03:33 lr: 0.001832 loss: 0.1827 (0.1917) loss_rec_all: 0.2086 (0.2177) loss_rec_sfr: 0.2553 (0.2804) loss_cl: -0.2800 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [21:17:22.805024] Epoch: [285] [2640/2904] eta: 0:03:18 lr: 0.001832 loss: 0.1850 (0.1918) loss_rec_all: 0.2115 (0.2177) loss_rec_sfr: 0.2685 (0.2804) loss_cl: -0.2801 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [21:17:37.719943] Epoch: [285] [2660/2904] eta: 0:03:03 lr: 0.001832 loss: 0.1801 (0.1918) loss_rec_all: 0.2065 (0.2177) loss_rec_sfr: 0.2607 (0.2803) loss_cl: -0.2793 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [21:17:52.639000] Epoch: [285] [2680/2904] eta: 0:02:48 lr: 0.001832 loss: 0.1797 (0.1918) loss_rec_all: 0.2058 (0.2177) loss_rec_sfr: 0.2610 (0.2804) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [21:18:07.557313] Epoch: [285] [2700/2904] eta: 0:02:33 lr: 0.001832 loss: 0.1812 (0.1918) loss_rec_all: 0.2071 (0.2177) loss_rec_sfr: 0.2690 (0.2806) loss_cl: -0.2781 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [21:18:22.470497] Epoch: [285] [2720/2904] eta: 0:02:18 lr: 0.001831 loss: 0.1801 (0.1918) loss_rec_all: 0.2061 (0.2177) loss_rec_sfr: 0.2518 (0.2806) loss_cl: -0.2783 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [21:18:37.386511] Epoch: [285] [2740/2904] eta: 0:02:03 lr: 0.001831 loss: 0.1818 (0.1918) loss_rec_all: 0.2077 (0.2177) loss_rec_sfr: 0.2488 (0.2805) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [21:18:52.296852] Epoch: [285] [2760/2904] eta: 0:01:48 lr: 0.001831 loss: 0.1812 (0.1918) loss_rec_all: 0.2074 (0.2177) loss_rec_sfr: 0.2620 (0.2804) loss_cl: -0.2802 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [21:19:07.208788] Epoch: [285] [2780/2904] eta: 0:01:33 lr: 0.001831 loss: 0.1855 (0.1918) loss_rec_all: 0.2114 (0.2177) loss_rec_sfr: 0.2620 (0.2805) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [21:19:22.121396] Epoch: [285] [2800/2904] eta: 0:01:18 lr: 0.001831 loss: 0.1812 (0.1918) loss_rec_all: 0.2076 (0.2178) loss_rec_sfr: 0.2404 (0.2805) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [21:19:37.038022] Epoch: [285] [2820/2904] eta: 0:01:03 lr: 0.001831 loss: 0.1805 (0.1918) loss_rec_all: 0.2069 (0.2178) loss_rec_sfr: 0.2658 (0.2806) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [21:19:52.051463] Epoch: [285] [2840/2904] eta: 0:00:48 lr: 0.001831 loss: 0.1861 (0.1919) loss_rec_all: 0.2123 (0.2178) loss_rec_sfr: 0.2585 (0.2807) loss_cl: -0.2786 (-0.2788) time: 0.7506 data: 0.0023 max mem: 29860 [21:20:06.946296] Epoch: [285] [2860/2904] eta: 0:00:33 lr: 0.001831 loss: 0.1823 (0.1919) loss_rec_all: 0.2081 (0.2178) loss_rec_sfr: 0.2710 (0.2808) loss_cl: -0.2781 (-0.2788) time: 0.7447 data: 0.0001 max mem: 29860 [21:20:21.841690] Epoch: [285] [2880/2904] eta: 0:00:18 lr: 0.001831 loss: 0.1828 (0.1919) loss_rec_all: 0.2087 (0.2178) loss_rec_sfr: 0.2656 (0.2808) loss_cl: -0.2787 (-0.2788) time: 0.7447 data: 0.0001 max mem: 29860 [21:20:36.741883] Epoch: [285] [2900/2904] eta: 0:00:03 lr: 0.001831 loss: 0.1815 (0.1919) loss_rec_all: 0.2081 (0.2178) loss_rec_sfr: 0.2353 (0.2808) loss_cl: -0.2791 (-0.2788) time: 0.7450 data: 0.0001 max mem: 29860 [21:20:38.984363] Epoch: [285] [2903/2904] eta: 0:00:00 lr: 0.001831 loss: 0.1810 (0.1919) loss_rec_all: 0.2075 (0.2178) loss_rec_sfr: 0.2610 (0.2808) loss_cl: -0.2793 (-0.2788) time: 0.7450 data: 0.0001 max mem: 29860 [21:20:41.067204] Epoch: [285] Total time: 0:36:25 (0.7526 s / it) [21:20:41.076558] Averaged stats: lr: 0.001831 loss: 0.1810 (0.1944) loss_rec_all: 0.2075 (0.2180) loss_rec_sfr: 0.2610 (0.2813) loss_cl: -0.2793 (-0.2556) [21:20:41.081754] log_dir: ./checkpoint/VF2_ViT-B [21:20:58.357934] Epoch: [286] [ 0/2904] eta: 13:56:07 lr: 0.001831 loss: 0.1681 (0.1681) loss_rec_all: 0.1948 (0.1948) loss_rec_sfr: 0.1851 (0.1851) loss_cl: -0.2804 (-0.2804) time: 17.2755 data: 15.3815 max mem: 29860 [21:21:14.424300] Epoch: [286] [ 20/2904] eta: 1:16:18 lr: 0.001831 loss: 0.1815 (0.1849) loss_rec_all: 0.2081 (0.2111) loss_rec_sfr: 0.2301 (0.2462) loss_cl: -0.2795 (-0.2794) time: 0.8033 data: 0.0095 max mem: 29860 [21:21:29.292899] Epoch: [286] [ 40/2904] eta: 0:56:07 lr: 0.001831 loss: 0.1811 (0.1865) loss_rec_all: 0.2069 (0.2126) loss_rec_sfr: 0.2647 (0.2616) loss_cl: -0.2790 (-0.2792) time: 0.7434 data: 0.0002 max mem: 29860 [21:21:44.167290] Epoch: [286] [ 60/2904] eta: 0:49:01 lr: 0.001831 loss: 0.1847 (0.1861) loss_rec_all: 0.2111 (0.2122) loss_rec_sfr: 0.2577 (0.2604) loss_cl: -0.2785 (-0.2790) time: 0.7437 data: 0.0002 max mem: 29860 [21:21:59.052941] Epoch: [286] [ 80/2904] eta: 0:45:18 lr: 0.001831 loss: 0.1879 (0.1912) loss_rec_all: 0.2140 (0.2172) loss_rec_sfr: 0.2702 (0.2782) loss_cl: -0.2782 (-0.2788) time: 0.7442 data: 0.0002 max mem: 29860 [21:22:13.947583] Epoch: [286] [ 100/2904] eta: 0:42:58 lr: 0.001831 loss: 0.1814 (0.1906) loss_rec_all: 0.2079 (0.2165) loss_rec_sfr: 0.2610 (0.2761) loss_cl: -0.2786 (-0.2787) time: 0.7447 data: 0.0002 max mem: 29860 [21:22:28.844056] Epoch: [286] [ 120/2904] eta: 0:41:19 lr: 0.001831 loss: 0.1809 (0.1905) loss_rec_all: 0.2068 (0.2165) loss_rec_sfr: 0.2644 (0.2762) loss_cl: -0.2788 (-0.2787) time: 0.7448 data: 0.0002 max mem: 29860 [21:22:43.758501] Epoch: [286] [ 140/2904] eta: 0:40:04 lr: 0.001831 loss: 0.1834 (0.1910) loss_rec_all: 0.2094 (0.2169) loss_rec_sfr: 0.2651 (0.2783) loss_cl: -0.2793 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [21:22:58.677452] Epoch: [286] [ 160/2904] eta: 0:39:04 lr: 0.001831 loss: 0.1813 (0.1917) loss_rec_all: 0.2073 (0.2177) loss_rec_sfr: 0.2599 (0.2805) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [21:23:13.601171] Epoch: [286] [ 180/2904] eta: 0:38:15 lr: 0.001831 loss: 0.1792 (0.1909) loss_rec_all: 0.2051 (0.2168) loss_rec_sfr: 0.2593 (0.2777) loss_cl: -0.2785 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [21:23:28.519084] Epoch: [286] [ 200/2904] eta: 0:37:32 lr: 0.001831 loss: 0.1842 (0.1912) loss_rec_all: 0.2102 (0.2171) loss_rec_sfr: 0.2582 (0.2787) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [21:23:43.454325] Epoch: [286] [ 220/2904] eta: 0:36:54 lr: 0.001831 loss: 0.1844 (0.1911) loss_rec_all: 0.2109 (0.2170) loss_rec_sfr: 0.2621 (0.2780) loss_cl: -0.2800 (-0.2789) time: 0.7467 data: 0.0002 max mem: 29860 [21:23:58.369407] Epoch: [286] [ 240/2904] eta: 0:36:20 lr: 0.001831 loss: 0.1827 (0.1910) loss_rec_all: 0.2089 (0.2169) loss_rec_sfr: 0.2719 (0.2778) loss_cl: -0.2800 (-0.2790) time: 0.7457 data: 0.0002 max mem: 29860 [21:24:13.283542] Epoch: [286] [ 260/2904] eta: 0:35:49 lr: 0.001831 loss: 0.1828 (0.1905) loss_rec_all: 0.2093 (0.2164) loss_rec_sfr: 0.2551 (0.2759) loss_cl: -0.2786 (-0.2790) time: 0.7457 data: 0.0002 max mem: 29860 [21:24:28.196584] Epoch: [286] [ 280/2904] eta: 0:35:20 lr: 0.001831 loss: 0.1880 (0.1907) loss_rec_all: 0.2140 (0.2167) loss_rec_sfr: 0.2585 (0.2759) loss_cl: -0.2783 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [21:24:43.104661] Epoch: [286] [ 300/2904] eta: 0:34:53 lr: 0.001831 loss: 0.1801 (0.1902) loss_rec_all: 0.2064 (0.2162) loss_rec_sfr: 0.2528 (0.2741) loss_cl: -0.2789 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [21:24:58.034803] Epoch: [286] [ 320/2904] eta: 0:34:28 lr: 0.001831 loss: 0.1790 (0.1904) loss_rec_all: 0.2053 (0.2163) loss_rec_sfr: 0.2599 (0.2749) loss_cl: -0.2788 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [21:25:12.952010] Epoch: [286] [ 340/2904] eta: 0:34:04 lr: 0.001831 loss: 0.1818 (0.1906) loss_rec_all: 0.2076 (0.2166) loss_rec_sfr: 0.2620 (0.2756) loss_cl: -0.2791 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [21:25:27.882113] Epoch: [286] [ 360/2904] eta: 0:33:40 lr: 0.001831 loss: 0.1828 (0.1908) loss_rec_all: 0.2090 (0.2167) loss_rec_sfr: 0.2593 (0.2761) loss_cl: -0.2787 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [21:25:42.800457] Epoch: [286] [ 380/2904] eta: 0:33:18 lr: 0.001831 loss: 0.1838 (0.1910) loss_rec_all: 0.2097 (0.2169) loss_rec_sfr: 0.2678 (0.2772) loss_cl: -0.2790 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [21:25:57.713817] Epoch: [286] [ 400/2904] eta: 0:32:57 lr: 0.001831 loss: 0.1839 (0.1911) loss_rec_all: 0.2107 (0.2170) loss_rec_sfr: 0.2617 (0.2776) loss_cl: -0.2792 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [21:26:12.624497] Epoch: [286] [ 420/2904] eta: 0:32:36 lr: 0.001831 loss: 0.1814 (0.1910) loss_rec_all: 0.2076 (0.2169) loss_rec_sfr: 0.2643 (0.2773) loss_cl: -0.2791 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [21:26:27.554231] Epoch: [286] [ 440/2904] eta: 0:32:15 lr: 0.001831 loss: 0.1814 (0.1907) loss_rec_all: 0.2077 (0.2167) loss_rec_sfr: 0.2660 (0.2769) loss_cl: -0.2792 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [21:26:42.553243] Epoch: [286] [ 460/2904] eta: 0:31:56 lr: 0.001831 loss: 0.1771 (0.1905) loss_rec_all: 0.2030 (0.2164) loss_rec_sfr: 0.2576 (0.2761) loss_cl: -0.2791 (-0.2789) time: 0.7499 data: 0.0003 max mem: 29860 [21:26:57.535560] Epoch: [286] [ 480/2904] eta: 0:31:37 lr: 0.001831 loss: 0.1817 (0.1906) loss_rec_all: 0.2079 (0.2166) loss_rec_sfr: 0.2588 (0.2764) loss_cl: -0.2782 (-0.2789) time: 0.7491 data: 0.0003 max mem: 29860 [21:27:12.519370] Epoch: [286] [ 500/2904] eta: 0:31:18 lr: 0.001830 loss: 0.1818 (0.1908) loss_rec_all: 0.2077 (0.2167) loss_rec_sfr: 0.2686 (0.2772) loss_cl: -0.2788 (-0.2789) time: 0.7491 data: 0.0002 max mem: 29860 [21:27:27.498174] Epoch: [286] [ 520/2904] eta: 0:30:59 lr: 0.001830 loss: 0.1820 (0.1911) loss_rec_all: 0.2079 (0.2171) loss_rec_sfr: 0.2681 (0.2786) loss_cl: -0.2781 (-0.2789) time: 0.7489 data: 0.0002 max mem: 29860 [21:27:42.454711] Epoch: [286] [ 540/2904] eta: 0:30:41 lr: 0.001830 loss: 0.1845 (0.1915) loss_rec_all: 0.2104 (0.2174) loss_rec_sfr: 0.2743 (0.2802) loss_cl: -0.2794 (-0.2789) time: 0.7478 data: 0.0003 max mem: 29860 [21:27:57.420139] Epoch: [286] [ 560/2904] eta: 0:30:23 lr: 0.001830 loss: 0.1821 (0.1918) loss_rec_all: 0.2085 (0.2177) loss_rec_sfr: 0.2576 (0.2811) loss_cl: -0.2795 (-0.2789) time: 0.7482 data: 0.0002 max mem: 29860 [21:28:12.395322] Epoch: [286] [ 580/2904] eta: 0:30:05 lr: 0.001830 loss: 0.1856 (0.1918) loss_rec_all: 0.2118 (0.2177) loss_rec_sfr: 0.2745 (0.2813) loss_cl: -0.2788 (-0.2789) time: 0.7487 data: 0.0003 max mem: 29860 [21:28:27.393811] Epoch: [286] [ 600/2904] eta: 0:29:47 lr: 0.001830 loss: 0.1819 (0.1919) loss_rec_all: 0.2078 (0.2178) loss_rec_sfr: 0.2693 (0.2818) loss_cl: -0.2782 (-0.2789) time: 0.7499 data: 0.0002 max mem: 29860 [21:28:42.388226] Epoch: [286] [ 620/2904] eta: 0:29:30 lr: 0.001830 loss: 0.1802 (0.1919) loss_rec_all: 0.2060 (0.2178) loss_rec_sfr: 0.2714 (0.2824) loss_cl: -0.2767 (-0.2788) time: 0.7497 data: 0.0002 max mem: 29860 [21:28:57.375240] Epoch: [286] [ 640/2904] eta: 0:29:12 lr: 0.001830 loss: 0.1791 (0.1915) loss_rec_all: 0.2054 (0.2174) loss_rec_sfr: 0.2552 (0.2811) loss_cl: -0.2785 (-0.2788) time: 0.7493 data: 0.0002 max mem: 29860 [21:29:12.349071] Epoch: [286] [ 660/2904] eta: 0:28:55 lr: 0.001830 loss: 0.1800 (0.1916) loss_rec_all: 0.2060 (0.2175) loss_rec_sfr: 0.2639 (0.2817) loss_cl: -0.2797 (-0.2788) time: 0.7486 data: 0.0002 max mem: 29860 [21:29:27.334796] Epoch: [286] [ 680/2904] eta: 0:28:38 lr: 0.001830 loss: 0.1834 (0.1918) loss_rec_all: 0.2093 (0.2177) loss_rec_sfr: 0.2691 (0.2823) loss_cl: -0.2797 (-0.2788) time: 0.7492 data: 0.0002 max mem: 29860 [21:29:42.319350] Epoch: [286] [ 700/2904] eta: 0:28:21 lr: 0.001830 loss: 0.1811 (0.1917) loss_rec_all: 0.2073 (0.2176) loss_rec_sfr: 0.2593 (0.2817) loss_cl: -0.2788 (-0.2788) time: 0.7492 data: 0.0002 max mem: 29860 [21:29:57.280747] Epoch: [286] [ 720/2904] eta: 0:28:04 lr: 0.001830 loss: 0.1810 (0.1917) loss_rec_all: 0.2070 (0.2176) loss_rec_sfr: 0.2696 (0.2821) loss_cl: -0.2797 (-0.2788) time: 0.7480 data: 0.0003 max mem: 29860 [21:30:12.241850] Epoch: [286] [ 740/2904] eta: 0:27:47 lr: 0.001830 loss: 0.1824 (0.1918) loss_rec_all: 0.2090 (0.2177) loss_rec_sfr: 0.2558 (0.2823) loss_cl: -0.2800 (-0.2789) time: 0.7480 data: 0.0003 max mem: 29860 [21:30:27.193163] Epoch: [286] [ 760/2904] eta: 0:27:31 lr: 0.001830 loss: 0.1826 (0.1918) loss_rec_all: 0.2088 (0.2178) loss_rec_sfr: 0.2551 (0.2821) loss_cl: -0.2796 (-0.2789) time: 0.7475 data: 0.0002 max mem: 29860 [21:30:42.104137] Epoch: [286] [ 780/2904] eta: 0:27:14 lr: 0.001830 loss: 0.1907 (0.1920) loss_rec_all: 0.2165 (0.2179) loss_rec_sfr: 0.2691 (0.2827) loss_cl: -0.2778 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [21:30:57.012694] Epoch: [286] [ 800/2904] eta: 0:26:57 lr: 0.001830 loss: 0.1814 (0.1920) loss_rec_all: 0.2074 (0.2179) loss_rec_sfr: 0.2623 (0.2826) loss_cl: -0.2787 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [21:31:11.923645] Epoch: [286] [ 820/2904] eta: 0:26:41 lr: 0.001830 loss: 0.1853 (0.1922) loss_rec_all: 0.2116 (0.2181) loss_rec_sfr: 0.2659 (0.2830) loss_cl: -0.2791 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [21:31:26.834181] Epoch: [286] [ 840/2904] eta: 0:26:24 lr: 0.001830 loss: 0.1802 (0.1921) loss_rec_all: 0.2065 (0.2180) loss_rec_sfr: 0.2394 (0.2824) loss_cl: -0.2791 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [21:31:41.748820] Epoch: [286] [ 860/2904] eta: 0:26:08 lr: 0.001830 loss: 0.1818 (0.1921) loss_rec_all: 0.2077 (0.2180) loss_rec_sfr: 0.2661 (0.2828) loss_cl: -0.2790 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [21:31:56.666878] Epoch: [286] [ 880/2904] eta: 0:25:51 lr: 0.001830 loss: 0.1823 (0.1920) loss_rec_all: 0.2085 (0.2179) loss_rec_sfr: 0.2558 (0.2823) loss_cl: -0.2783 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [21:32:11.581990] Epoch: [286] [ 900/2904] eta: 0:25:35 lr: 0.001830 loss: 0.1753 (0.1918) loss_rec_all: 0.2012 (0.2178) loss_rec_sfr: 0.2534 (0.2819) loss_cl: -0.2789 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [21:32:26.496952] Epoch: [286] [ 920/2904] eta: 0:25:19 lr: 0.001830 loss: 0.1798 (0.1918) loss_rec_all: 0.2059 (0.2177) loss_rec_sfr: 0.2577 (0.2816) loss_cl: -0.2797 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [21:32:41.407032] Epoch: [286] [ 940/2904] eta: 0:25:03 lr: 0.001830 loss: 0.1799 (0.1916) loss_rec_all: 0.2063 (0.2175) loss_rec_sfr: 0.2607 (0.2811) loss_cl: -0.2794 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [21:32:56.315549] Epoch: [286] [ 960/2904] eta: 0:24:47 lr: 0.001830 loss: 0.1812 (0.1915) loss_rec_all: 0.2075 (0.2174) loss_rec_sfr: 0.2519 (0.2806) loss_cl: -0.2786 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [21:33:11.225917] Epoch: [286] [ 980/2904] eta: 0:24:31 lr: 0.001830 loss: 0.1826 (0.1914) loss_rec_all: 0.2089 (0.2173) loss_rec_sfr: 0.2591 (0.2805) loss_cl: -0.2788 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [21:33:26.146816] Epoch: [286] [1000/2904] eta: 0:24:15 lr: 0.001830 loss: 0.1794 (0.1915) loss_rec_all: 0.2061 (0.2175) loss_rec_sfr: 0.2656 (0.2809) loss_cl: -0.2802 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [21:33:41.066791] Epoch: [286] [1020/2904] eta: 0:23:59 lr: 0.001830 loss: 0.1817 (0.1917) loss_rec_all: 0.2076 (0.2176) loss_rec_sfr: 0.2487 (0.2810) loss_cl: -0.2788 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [21:33:55.978326] Epoch: [286] [1040/2904] eta: 0:23:43 lr: 0.001830 loss: 0.1782 (0.1916) loss_rec_all: 0.2045 (0.2175) loss_rec_sfr: 0.2328 (0.2805) loss_cl: -0.2785 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [21:34:10.891533] Epoch: [286] [1060/2904] eta: 0:23:27 lr: 0.001830 loss: 0.1797 (0.1915) loss_rec_all: 0.2063 (0.2174) loss_rec_sfr: 0.2634 (0.2802) loss_cl: -0.2776 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [21:34:25.808871] Epoch: [286] [1080/2904] eta: 0:23:11 lr: 0.001830 loss: 0.1796 (0.1916) loss_rec_all: 0.2060 (0.2175) loss_rec_sfr: 0.2692 (0.2805) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [21:34:40.716823] Epoch: [286] [1100/2904] eta: 0:22:55 lr: 0.001830 loss: 0.1849 (0.1916) loss_rec_all: 0.2113 (0.2175) loss_rec_sfr: 0.2653 (0.2806) loss_cl: -0.2789 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [21:34:55.631137] Epoch: [286] [1120/2904] eta: 0:22:39 lr: 0.001830 loss: 0.1789 (0.1915) loss_rec_all: 0.2049 (0.2174) loss_rec_sfr: 0.2682 (0.2804) loss_cl: -0.2795 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [21:35:10.546323] Epoch: [286] [1140/2904] eta: 0:22:24 lr: 0.001830 loss: 0.1837 (0.1915) loss_rec_all: 0.2098 (0.2175) loss_rec_sfr: 0.2576 (0.2806) loss_cl: -0.2799 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [21:35:25.466939] Epoch: [286] [1160/2904] eta: 0:22:08 lr: 0.001830 loss: 0.1850 (0.1916) loss_rec_all: 0.2111 (0.2175) loss_rec_sfr: 0.2634 (0.2806) loss_cl: -0.2781 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [21:35:40.387363] Epoch: [286] [1180/2904] eta: 0:21:52 lr: 0.001830 loss: 0.1785 (0.1914) loss_rec_all: 0.2046 (0.2173) loss_rec_sfr: 0.2306 (0.2800) loss_cl: -0.2790 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [21:35:55.319225] Epoch: [286] [1200/2904] eta: 0:21:37 lr: 0.001829 loss: 0.1852 (0.1914) loss_rec_all: 0.2112 (0.2174) loss_rec_sfr: 0.2660 (0.2800) loss_cl: -0.2786 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [21:36:10.235532] Epoch: [286] [1220/2904] eta: 0:21:21 lr: 0.001829 loss: 0.1834 (0.1913) loss_rec_all: 0.2099 (0.2172) loss_rec_sfr: 0.2634 (0.2794) loss_cl: -0.2803 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [21:36:25.149432] Epoch: [286] [1240/2904] eta: 0:21:05 lr: 0.001829 loss: 0.1824 (0.1912) loss_rec_all: 0.2089 (0.2172) loss_rec_sfr: 0.2327 (0.2790) loss_cl: -0.2793 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [21:36:40.057551] Epoch: [286] [1260/2904] eta: 0:20:50 lr: 0.001829 loss: 0.1826 (0.1912) loss_rec_all: 0.2090 (0.2172) loss_rec_sfr: 0.2335 (0.2789) loss_cl: -0.2787 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [21:36:54.964572] Epoch: [286] [1280/2904] eta: 0:20:34 lr: 0.001829 loss: 0.1773 (0.1912) loss_rec_all: 0.2034 (0.2172) loss_rec_sfr: 0.2651 (0.2791) loss_cl: -0.2798 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [21:37:09.880882] Epoch: [286] [1300/2904] eta: 0:20:19 lr: 0.001829 loss: 0.1826 (0.1913) loss_rec_all: 0.2085 (0.2172) loss_rec_sfr: 0.2674 (0.2791) loss_cl: -0.2784 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [21:37:24.788789] Epoch: [286] [1320/2904] eta: 0:20:03 lr: 0.001829 loss: 0.1793 (0.1913) loss_rec_all: 0.2057 (0.2172) loss_rec_sfr: 0.2528 (0.2791) loss_cl: -0.2795 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [21:37:39.699864] Epoch: [286] [1340/2904] eta: 0:19:47 lr: 0.001829 loss: 0.1835 (0.1914) loss_rec_all: 0.2101 (0.2173) loss_rec_sfr: 0.2732 (0.2794) loss_cl: -0.2793 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [21:37:54.608028] Epoch: [286] [1360/2904] eta: 0:19:32 lr: 0.001829 loss: 0.1820 (0.1914) loss_rec_all: 0.2082 (0.2173) loss_rec_sfr: 0.2519 (0.2791) loss_cl: -0.2790 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [21:38:09.510926] Epoch: [286] [1380/2904] eta: 0:19:16 lr: 0.001829 loss: 0.1849 (0.1915) loss_rec_all: 0.2110 (0.2174) loss_rec_sfr: 0.2761 (0.2796) loss_cl: -0.2790 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [21:38:24.417179] Epoch: [286] [1400/2904] eta: 0:19:01 lr: 0.001829 loss: 0.1776 (0.1915) loss_rec_all: 0.2037 (0.2174) loss_rec_sfr: 0.2621 (0.2796) loss_cl: -0.2782 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [21:38:39.325032] Epoch: [286] [1420/2904] eta: 0:18:45 lr: 0.001829 loss: 0.1866 (0.1916) loss_rec_all: 0.2125 (0.2175) loss_rec_sfr: 0.2710 (0.2799) loss_cl: -0.2777 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [21:38:54.240143] Epoch: [286] [1440/2904] eta: 0:18:30 lr: 0.001829 loss: 0.1848 (0.1916) loss_rec_all: 0.2108 (0.2175) loss_rec_sfr: 0.2605 (0.2800) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [21:39:09.154635] Epoch: [286] [1460/2904] eta: 0:18:15 lr: 0.001829 loss: 0.1847 (0.1917) loss_rec_all: 0.2107 (0.2176) loss_rec_sfr: 0.2655 (0.2804) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [21:39:24.066193] Epoch: [286] [1480/2904] eta: 0:17:59 lr: 0.001829 loss: 0.1820 (0.1917) loss_rec_all: 0.2084 (0.2177) loss_rec_sfr: 0.2653 (0.2806) loss_cl: -0.2793 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [21:39:38.979320] Epoch: [286] [1500/2904] eta: 0:17:44 lr: 0.001829 loss: 0.1811 (0.1917) loss_rec_all: 0.2071 (0.2176) loss_rec_sfr: 0.2625 (0.2804) loss_cl: -0.2790 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [21:39:53.886468] Epoch: [286] [1520/2904] eta: 0:17:28 lr: 0.001829 loss: 0.1808 (0.1918) loss_rec_all: 0.2068 (0.2177) loss_rec_sfr: 0.2730 (0.2809) loss_cl: -0.2790 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [21:40:08.794784] Epoch: [286] [1540/2904] eta: 0:17:13 lr: 0.001829 loss: 0.1828 (0.1918) loss_rec_all: 0.2090 (0.2177) loss_rec_sfr: 0.2605 (0.2810) loss_cl: -0.2794 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [21:40:23.707947] Epoch: [286] [1560/2904] eta: 0:16:58 lr: 0.001829 loss: 0.1819 (0.1917) loss_rec_all: 0.2084 (0.2177) loss_rec_sfr: 0.2645 (0.2807) loss_cl: -0.2794 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [21:40:38.620179] Epoch: [286] [1580/2904] eta: 0:16:42 lr: 0.001829 loss: 0.1811 (0.1917) loss_rec_all: 0.2074 (0.2176) loss_rec_sfr: 0.2619 (0.2804) loss_cl: -0.2781 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [21:40:53.533194] Epoch: [286] [1600/2904] eta: 0:16:27 lr: 0.001829 loss: 0.1769 (0.1917) loss_rec_all: 0.2031 (0.2177) loss_rec_sfr: 0.2626 (0.2807) loss_cl: -0.2787 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [21:41:08.439222] Epoch: [286] [1620/2904] eta: 0:16:12 lr: 0.001829 loss: 0.1802 (0.1917) loss_rec_all: 0.2066 (0.2176) loss_rec_sfr: 0.2197 (0.2803) loss_cl: -0.2790 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [21:41:23.351010] Epoch: [286] [1640/2904] eta: 0:15:56 lr: 0.001829 loss: 0.1865 (0.1917) loss_rec_all: 0.2124 (0.2176) loss_rec_sfr: 0.2644 (0.2803) loss_cl: -0.2793 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [21:41:38.259765] Epoch: [286] [1660/2904] eta: 0:15:41 lr: 0.001829 loss: 0.1772 (0.1916) loss_rec_all: 0.2036 (0.2175) loss_rec_sfr: 0.2301 (0.2800) loss_cl: -0.2782 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [21:41:53.173688] Epoch: [286] [1680/2904] eta: 0:15:26 lr: 0.001829 loss: 0.1807 (0.1916) loss_rec_all: 0.2066 (0.2175) loss_rec_sfr: 0.2602 (0.2799) loss_cl: -0.2779 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [21:42:08.086861] Epoch: [286] [1700/2904] eta: 0:15:10 lr: 0.001829 loss: 0.1785 (0.1916) loss_rec_all: 0.2046 (0.2175) loss_rec_sfr: 0.2627 (0.2799) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [21:42:23.001145] Epoch: [286] [1720/2904] eta: 0:14:55 lr: 0.001829 loss: 0.1826 (0.1915) loss_rec_all: 0.2087 (0.2175) loss_rec_sfr: 0.2570 (0.2798) loss_cl: -0.2800 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [21:42:37.911815] Epoch: [286] [1740/2904] eta: 0:14:40 lr: 0.001829 loss: 0.1812 (0.1916) loss_rec_all: 0.2071 (0.2175) loss_rec_sfr: 0.2632 (0.2800) loss_cl: -0.2785 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [21:42:52.819161] Epoch: [286] [1760/2904] eta: 0:14:25 lr: 0.001829 loss: 0.1842 (0.1916) loss_rec_all: 0.2102 (0.2175) loss_rec_sfr: 0.2572 (0.2802) loss_cl: -0.2792 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [21:43:07.731550] Epoch: [286] [1780/2904] eta: 0:14:09 lr: 0.001829 loss: 0.1828 (0.1916) loss_rec_all: 0.2092 (0.2175) loss_rec_sfr: 0.2534 (0.2801) loss_cl: -0.2789 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [21:43:22.649040] Epoch: [286] [1800/2904] eta: 0:13:54 lr: 0.001829 loss: 0.1793 (0.1916) loss_rec_all: 0.2051 (0.2175) loss_rec_sfr: 0.2654 (0.2801) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [21:43:37.558668] Epoch: [286] [1820/2904] eta: 0:13:39 lr: 0.001829 loss: 0.1816 (0.1916) loss_rec_all: 0.2078 (0.2175) loss_rec_sfr: 0.2657 (0.2802) loss_cl: -0.2792 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [21:43:52.476676] Epoch: [286] [1840/2904] eta: 0:13:24 lr: 0.001829 loss: 0.1835 (0.1916) loss_rec_all: 0.2096 (0.2176) loss_rec_sfr: 0.2660 (0.2804) loss_cl: -0.2791 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [21:44:07.390646] Epoch: [286] [1860/2904] eta: 0:13:08 lr: 0.001829 loss: 0.1783 (0.1915) loss_rec_all: 0.2048 (0.2175) loss_rec_sfr: 0.2289 (0.2799) loss_cl: -0.2794 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [21:44:22.313987] Epoch: [286] [1880/2904] eta: 0:12:53 lr: 0.001828 loss: 0.1879 (0.1916) loss_rec_all: 0.2140 (0.2175) loss_rec_sfr: 0.2644 (0.2801) loss_cl: -0.2783 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [21:44:37.229136] Epoch: [286] [1900/2904] eta: 0:12:38 lr: 0.001828 loss: 0.1792 (0.1916) loss_rec_all: 0.2053 (0.2175) loss_rec_sfr: 0.2667 (0.2802) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [21:44:52.138939] Epoch: [286] [1920/2904] eta: 0:12:23 lr: 0.001828 loss: 0.1812 (0.1916) loss_rec_all: 0.2072 (0.2175) loss_rec_sfr: 0.2592 (0.2801) loss_cl: -0.2786 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [21:45:07.043311] Epoch: [286] [1940/2904] eta: 0:12:08 lr: 0.001828 loss: 0.1858 (0.1916) loss_rec_all: 0.2116 (0.2175) loss_rec_sfr: 0.2720 (0.2802) loss_cl: -0.2791 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [21:45:21.950604] Epoch: [286] [1960/2904] eta: 0:11:52 lr: 0.001828 loss: 0.1808 (0.1916) loss_rec_all: 0.2072 (0.2175) loss_rec_sfr: 0.2627 (0.2802) loss_cl: -0.2787 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [21:45:36.863267] Epoch: [286] [1980/2904] eta: 0:11:37 lr: 0.001828 loss: 0.1781 (0.1915) loss_rec_all: 0.2047 (0.2175) loss_rec_sfr: 0.2605 (0.2801) loss_cl: -0.2783 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [21:45:51.774917] Epoch: [286] [2000/2904] eta: 0:11:22 lr: 0.001828 loss: 0.1802 (0.1915) loss_rec_all: 0.2065 (0.2175) loss_rec_sfr: 0.2606 (0.2802) loss_cl: -0.2785 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [21:46:06.686794] Epoch: [286] [2020/2904] eta: 0:11:07 lr: 0.001828 loss: 0.1828 (0.1915) loss_rec_all: 0.2089 (0.2175) loss_rec_sfr: 0.2582 (0.2802) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [21:46:21.591173] Epoch: [286] [2040/2904] eta: 0:10:52 lr: 0.001828 loss: 0.1843 (0.1916) loss_rec_all: 0.2104 (0.2175) loss_rec_sfr: 0.2640 (0.2803) loss_cl: -0.2793 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [21:46:36.498850] Epoch: [286] [2060/2904] eta: 0:10:36 lr: 0.001828 loss: 0.1816 (0.1916) loss_rec_all: 0.2080 (0.2175) loss_rec_sfr: 0.2659 (0.2804) loss_cl: -0.2785 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [21:46:51.412496] Epoch: [286] [2080/2904] eta: 0:10:21 lr: 0.001828 loss: 0.1849 (0.1916) loss_rec_all: 0.2109 (0.2176) loss_rec_sfr: 0.2663 (0.2806) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [21:47:06.318892] Epoch: [286] [2100/2904] eta: 0:10:06 lr: 0.001828 loss: 0.1824 (0.1916) loss_rec_all: 0.2084 (0.2175) loss_rec_sfr: 0.2651 (0.2805) loss_cl: -0.2788 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [21:47:21.229886] Epoch: [286] [2120/2904] eta: 0:09:51 lr: 0.001828 loss: 0.1828 (0.1916) loss_rec_all: 0.2091 (0.2175) loss_rec_sfr: 0.2574 (0.2803) loss_cl: -0.2799 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [21:47:36.140054] Epoch: [286] [2140/2904] eta: 0:09:36 lr: 0.001828 loss: 0.1822 (0.1915) loss_rec_all: 0.2085 (0.2174) loss_rec_sfr: 0.2271 (0.2800) loss_cl: -0.2795 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [21:47:51.048615] Epoch: [286] [2160/2904] eta: 0:09:21 lr: 0.001828 loss: 0.1824 (0.1915) loss_rec_all: 0.2086 (0.2175) loss_rec_sfr: 0.2673 (0.2801) loss_cl: -0.2787 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [21:48:05.955171] Epoch: [286] [2180/2904] eta: 0:09:05 lr: 0.001828 loss: 0.1802 (0.1915) loss_rec_all: 0.2065 (0.2175) loss_rec_sfr: 0.2639 (0.2801) loss_cl: -0.2784 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [21:48:20.858245] Epoch: [286] [2200/2904] eta: 0:08:50 lr: 0.001828 loss: 0.1825 (0.1915) loss_rec_all: 0.2087 (0.2175) loss_rec_sfr: 0.2682 (0.2802) loss_cl: -0.2798 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [21:48:35.767571] Epoch: [286] [2220/2904] eta: 0:08:35 lr: 0.001828 loss: 0.1816 (0.1916) loss_rec_all: 0.2081 (0.2175) loss_rec_sfr: 0.2638 (0.2802) loss_cl: -0.2793 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [21:48:50.665141] Epoch: [286] [2240/2904] eta: 0:08:20 lr: 0.001828 loss: 0.1820 (0.1915) loss_rec_all: 0.2081 (0.2175) loss_rec_sfr: 0.2680 (0.2802) loss_cl: -0.2796 (-0.2789) time: 0.7448 data: 0.0002 max mem: 29860 [21:49:05.561306] Epoch: [286] [2260/2904] eta: 0:08:05 lr: 0.001828 loss: 0.1850 (0.1915) loss_rec_all: 0.2113 (0.2174) loss_rec_sfr: 0.2522 (0.2800) loss_cl: -0.2785 (-0.2788) time: 0.7448 data: 0.0002 max mem: 29860 [21:49:20.454734] Epoch: [286] [2280/2904] eta: 0:07:50 lr: 0.001828 loss: 0.1824 (0.1915) loss_rec_all: 0.2084 (0.2175) loss_rec_sfr: 0.2649 (0.2801) loss_cl: -0.2786 (-0.2788) time: 0.7446 data: 0.0002 max mem: 29860 [21:49:35.356505] Epoch: [286] [2300/2904] eta: 0:07:35 lr: 0.001828 loss: 0.1801 (0.1915) loss_rec_all: 0.2068 (0.2175) loss_rec_sfr: 0.2616 (0.2801) loss_cl: -0.2791 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [21:49:50.248468] Epoch: [286] [2320/2904] eta: 0:07:20 lr: 0.001828 loss: 0.1827 (0.1915) loss_rec_all: 0.2087 (0.2175) loss_rec_sfr: 0.2680 (0.2801) loss_cl: -0.2788 (-0.2788) time: 0.7446 data: 0.0002 max mem: 29860 [21:50:05.144101] Epoch: [286] [2340/2904] eta: 0:07:04 lr: 0.001828 loss: 0.1800 (0.1915) loss_rec_all: 0.2061 (0.2174) loss_rec_sfr: 0.2653 (0.2802) loss_cl: -0.2786 (-0.2788) time: 0.7447 data: 0.0002 max mem: 29860 [21:50:20.040266] Epoch: [286] [2360/2904] eta: 0:06:49 lr: 0.001828 loss: 0.1801 (0.1915) loss_rec_all: 0.2062 (0.2174) loss_rec_sfr: 0.2664 (0.2801) loss_cl: -0.2789 (-0.2788) time: 0.7448 data: 0.0002 max mem: 29860 [21:50:34.939524] Epoch: [286] [2380/2904] eta: 0:06:34 lr: 0.001828 loss: 0.1859 (0.1915) loss_rec_all: 0.2123 (0.2175) loss_rec_sfr: 0.2677 (0.2803) loss_cl: -0.2796 (-0.2788) time: 0.7449 data: 0.0002 max mem: 29860 [21:50:49.830493] Epoch: [286] [2400/2904] eta: 0:06:19 lr: 0.001828 loss: 0.1833 (0.1916) loss_rec_all: 0.2097 (0.2175) loss_rec_sfr: 0.2645 (0.2804) loss_cl: -0.2791 (-0.2788) time: 0.7445 data: 0.0002 max mem: 29860 [21:51:04.719900] Epoch: [286] [2420/2904] eta: 0:06:04 lr: 0.001828 loss: 0.1780 (0.1915) loss_rec_all: 0.2040 (0.2175) loss_rec_sfr: 0.2560 (0.2802) loss_cl: -0.2791 (-0.2788) time: 0.7444 data: 0.0002 max mem: 29860 [21:51:19.618027] Epoch: [286] [2440/2904] eta: 0:05:49 lr: 0.001828 loss: 0.1795 (0.1915) loss_rec_all: 0.2058 (0.2175) loss_rec_sfr: 0.2649 (0.2802) loss_cl: -0.2786 (-0.2788) time: 0.7449 data: 0.0002 max mem: 29860 [21:51:34.509302] Epoch: [286] [2460/2904] eta: 0:05:34 lr: 0.001828 loss: 0.1835 (0.1915) loss_rec_all: 0.2096 (0.2174) loss_rec_sfr: 0.2658 (0.2802) loss_cl: -0.2790 (-0.2788) time: 0.7445 data: 0.0002 max mem: 29860 [21:51:49.406044] Epoch: [286] [2480/2904] eta: 0:05:19 lr: 0.001828 loss: 0.1849 (0.1916) loss_rec_all: 0.2110 (0.2175) loss_rec_sfr: 0.2620 (0.2804) loss_cl: -0.2793 (-0.2788) time: 0.7448 data: 0.0002 max mem: 29860 [21:52:04.296372] Epoch: [286] [2500/2904] eta: 0:05:04 lr: 0.001828 loss: 0.1832 (0.1916) loss_rec_all: 0.2097 (0.2175) loss_rec_sfr: 0.2677 (0.2805) loss_cl: -0.2788 (-0.2788) time: 0.7445 data: 0.0002 max mem: 29860 [21:52:19.185954] Epoch: [286] [2520/2904] eta: 0:04:49 lr: 0.001828 loss: 0.1823 (0.1916) loss_rec_all: 0.2084 (0.2175) loss_rec_sfr: 0.2273 (0.2804) loss_cl: -0.2782 (-0.2788) time: 0.7444 data: 0.0002 max mem: 29860 [21:52:34.085210] Epoch: [286] [2540/2904] eta: 0:04:34 lr: 0.001828 loss: 0.1822 (0.1916) loss_rec_all: 0.2081 (0.2175) loss_rec_sfr: 0.2605 (0.2804) loss_cl: -0.2792 (-0.2788) time: 0.7449 data: 0.0002 max mem: 29860 [21:52:48.976089] Epoch: [286] [2560/2904] eta: 0:04:18 lr: 0.001827 loss: 0.1809 (0.1916) loss_rec_all: 0.2070 (0.2176) loss_rec_sfr: 0.2710 (0.2805) loss_cl: -0.2794 (-0.2788) time: 0.7445 data: 0.0002 max mem: 29860 [21:53:03.873179] Epoch: [286] [2580/2904] eta: 0:04:03 lr: 0.001827 loss: 0.1843 (0.1916) loss_rec_all: 0.2104 (0.2176) loss_rec_sfr: 0.2635 (0.2805) loss_cl: -0.2796 (-0.2789) time: 0.7448 data: 0.0002 max mem: 29860 [21:53:18.766765] Epoch: [286] [2600/2904] eta: 0:03:48 lr: 0.001827 loss: 0.1799 (0.1917) loss_rec_all: 0.2063 (0.2177) loss_rec_sfr: 0.2697 (0.2809) loss_cl: -0.2785 (-0.2789) time: 0.7446 data: 0.0002 max mem: 29860 [21:53:33.656903] Epoch: [286] [2620/2904] eta: 0:03:33 lr: 0.001827 loss: 0.1819 (0.1918) loss_rec_all: 0.2078 (0.2177) loss_rec_sfr: 0.2636 (0.2810) loss_cl: -0.2784 (-0.2788) time: 0.7445 data: 0.0002 max mem: 29860 [21:53:48.540867] Epoch: [286] [2640/2904] eta: 0:03:18 lr: 0.001827 loss: 0.1833 (0.1918) loss_rec_all: 0.2095 (0.2177) loss_rec_sfr: 0.2693 (0.2810) loss_cl: -0.2794 (-0.2789) time: 0.7442 data: 0.0002 max mem: 29860 [21:54:03.433813] Epoch: [286] [2660/2904] eta: 0:03:03 lr: 0.001827 loss: 0.1852 (0.1919) loss_rec_all: 0.2117 (0.2178) loss_rec_sfr: 0.2754 (0.2813) loss_cl: -0.2799 (-0.2789) time: 0.7446 data: 0.0002 max mem: 29860 [21:54:18.327164] Epoch: [286] [2680/2904] eta: 0:02:48 lr: 0.001827 loss: 0.1801 (0.1918) loss_rec_all: 0.2060 (0.2177) loss_rec_sfr: 0.2311 (0.2811) loss_cl: -0.2788 (-0.2789) time: 0.7446 data: 0.0002 max mem: 29860 [21:54:33.212839] Epoch: [286] [2700/2904] eta: 0:02:33 lr: 0.001827 loss: 0.1813 (0.1917) loss_rec_all: 0.2077 (0.2177) loss_rec_sfr: 0.2314 (0.2808) loss_cl: -0.2781 (-0.2789) time: 0.7442 data: 0.0002 max mem: 29860 [21:54:48.097966] Epoch: [286] [2720/2904] eta: 0:02:18 lr: 0.001827 loss: 0.1804 (0.1917) loss_rec_all: 0.2069 (0.2176) loss_rec_sfr: 0.2596 (0.2806) loss_cl: -0.2785 (-0.2788) time: 0.7442 data: 0.0002 max mem: 29860 [21:55:02.985230] Epoch: [286] [2740/2904] eta: 0:02:03 lr: 0.001827 loss: 0.1806 (0.1917) loss_rec_all: 0.2070 (0.2176) loss_rec_sfr: 0.2628 (0.2806) loss_cl: -0.2800 (-0.2789) time: 0.7443 data: 0.0002 max mem: 29860 [21:55:17.868787] Epoch: [286] [2760/2904] eta: 0:01:48 lr: 0.001827 loss: 0.1794 (0.1916) loss_rec_all: 0.2057 (0.2176) loss_rec_sfr: 0.2153 (0.2803) loss_cl: -0.2800 (-0.2789) time: 0.7441 data: 0.0002 max mem: 29860 [21:55:32.759792] Epoch: [286] [2780/2904] eta: 0:01:33 lr: 0.001827 loss: 0.1835 (0.1916) loss_rec_all: 0.2093 (0.2176) loss_rec_sfr: 0.2644 (0.2803) loss_cl: -0.2785 (-0.2789) time: 0.7445 data: 0.0002 max mem: 29860 [21:55:47.655560] Epoch: [286] [2800/2904] eta: 0:01:18 lr: 0.001827 loss: 0.1837 (0.1917) loss_rec_all: 0.2097 (0.2176) loss_rec_sfr: 0.2642 (0.2805) loss_cl: -0.2784 (-0.2789) time: 0.7447 data: 0.0002 max mem: 29860 [21:56:02.544935] Epoch: [286] [2820/2904] eta: 0:01:03 lr: 0.001827 loss: 0.1794 (0.1917) loss_rec_all: 0.2057 (0.2176) loss_rec_sfr: 0.2502 (0.2803) loss_cl: -0.2786 (-0.2789) time: 0.7444 data: 0.0002 max mem: 29860 [21:56:17.478275] Epoch: [286] [2840/2904] eta: 0:00:48 lr: 0.001827 loss: 0.1801 (0.1916) loss_rec_all: 0.2061 (0.2175) loss_rec_sfr: 0.2587 (0.2802) loss_cl: -0.2794 (-0.2789) time: 0.7466 data: 0.0023 max mem: 29860 [21:56:32.349242] Epoch: [286] [2860/2904] eta: 0:00:33 lr: 0.001827 loss: 0.1831 (0.1916) loss_rec_all: 0.2091 (0.2175) loss_rec_sfr: 0.2619 (0.2801) loss_cl: -0.2787 (-0.2789) time: 0.7435 data: 0.0001 max mem: 29860 [21:56:47.226263] Epoch: [286] [2880/2904] eta: 0:00:18 lr: 0.001827 loss: 0.1786 (0.1916) loss_rec_all: 0.2047 (0.2175) loss_rec_sfr: 0.2655 (0.2801) loss_cl: -0.2789 (-0.2789) time: 0.7438 data: 0.0001 max mem: 29860 [21:57:02.094167] Epoch: [286] [2900/2904] eta: 0:00:03 lr: 0.001827 loss: 0.1780 (0.1915) loss_rec_all: 0.2043 (0.2175) loss_rec_sfr: 0.2625 (0.2800) loss_cl: -0.2789 (-0.2789) time: 0.7433 data: 0.0001 max mem: 29860 [21:57:04.332453] Epoch: [286] [2903/2904] eta: 0:00:00 lr: 0.001827 loss: 0.1810 (0.1916) loss_rec_all: 0.2071 (0.2175) loss_rec_sfr: 0.2634 (0.2802) loss_cl: -0.2789 (-0.2788) time: 0.7434 data: 0.0001 max mem: 29860 [21:57:06.526646] Epoch: [286] Total time: 0:36:25 (0.7526 s / it) [21:57:06.530108] Averaged stats: lr: 0.001827 loss: 0.1810 (0.1945) loss_rec_all: 0.2071 (0.2180) loss_rec_sfr: 0.2634 (0.2823) loss_cl: -0.2789 (-0.2556) [21:57:06.537746] log_dir: ./checkpoint/VF2_ViT-B [21:57:23.933919] Epoch: [287] [ 0/2904] eta: 14:01:53 lr: 0.001827 loss: 0.1869 (0.1869) loss_rec_all: 0.2131 (0.2131) loss_rec_sfr: 0.2563 (0.2563) loss_cl: -0.2794 (-0.2794) time: 17.3945 data: 16.6627 max mem: 29860 [21:57:40.259532] Epoch: [287] [ 20/2904] eta: 1:17:10 lr: 0.001827 loss: 0.1880 (0.1928) loss_rec_all: 0.2140 (0.2187) loss_rec_sfr: 0.2635 (0.2821) loss_cl: -0.2789 (-0.2787) time: 0.8162 data: 0.0002 max mem: 29860 [21:57:55.131236] Epoch: [287] [ 40/2904] eta: 0:56:34 lr: 0.001827 loss: 0.1772 (0.1880) loss_rec_all: 0.2039 (0.2140) loss_rec_sfr: 0.2653 (0.2720) loss_cl: -0.2796 (-0.2791) time: 0.7435 data: 0.0002 max mem: 29860 [21:58:10.047819] Epoch: [287] [ 60/2904] eta: 0:49:20 lr: 0.001827 loss: 0.1838 (0.1887) loss_rec_all: 0.2097 (0.2147) loss_rec_sfr: 0.2591 (0.2729) loss_cl: -0.2791 (-0.2791) time: 0.7457 data: 0.0003 max mem: 29860 [21:58:24.981911] Epoch: [287] [ 80/2904] eta: 0:45:34 lr: 0.001827 loss: 0.1806 (0.1912) loss_rec_all: 0.2067 (0.2172) loss_rec_sfr: 0.2704 (0.2804) loss_cl: -0.2794 (-0.2791) time: 0.7467 data: 0.0003 max mem: 29860 [21:58:39.923135] Epoch: [287] [ 100/2904] eta: 0:43:12 lr: 0.001827 loss: 0.1778 (0.1892) loss_rec_all: 0.2039 (0.2152) loss_rec_sfr: 0.2512 (0.2721) loss_cl: -0.2795 (-0.2791) time: 0.7470 data: 0.0003 max mem: 29860 [21:58:54.891354] Epoch: [287] [ 120/2904] eta: 0:41:32 lr: 0.001827 loss: 0.1790 (0.1896) loss_rec_all: 0.2054 (0.2155) loss_rec_sfr: 0.2596 (0.2741) loss_cl: -0.2783 (-0.2790) time: 0.7484 data: 0.0003 max mem: 29860 [21:59:09.891592] Epoch: [287] [ 140/2904] eta: 0:40:17 lr: 0.001827 loss: 0.1799 (0.1894) loss_rec_all: 0.2059 (0.2153) loss_rec_sfr: 0.2710 (0.2754) loss_cl: -0.2787 (-0.2790) time: 0.7500 data: 0.0003 max mem: 29860 [21:59:24.859502] Epoch: [287] [ 160/2904] eta: 0:39:17 lr: 0.001827 loss: 0.1810 (0.1893) loss_rec_all: 0.2070 (0.2153) loss_rec_sfr: 0.2608 (0.2748) loss_cl: -0.2792 (-0.2790) time: 0.7483 data: 0.0002 max mem: 29860 [21:59:39.776858] Epoch: [287] [ 180/2904] eta: 0:38:26 lr: 0.001827 loss: 0.1844 (0.1901) loss_rec_all: 0.2104 (0.2161) loss_rec_sfr: 0.2561 (0.2772) loss_cl: -0.2789 (-0.2789) time: 0.7458 data: 0.0003 max mem: 29860 [21:59:54.705922] Epoch: [287] [ 200/2904] eta: 0:37:42 lr: 0.001827 loss: 0.1787 (0.1900) loss_rec_all: 0.2049 (0.2160) loss_rec_sfr: 0.2565 (0.2772) loss_cl: -0.2786 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [22:00:09.644598] Epoch: [287] [ 220/2904] eta: 0:37:03 lr: 0.001827 loss: 0.1825 (0.1904) loss_rec_all: 0.2091 (0.2163) loss_rec_sfr: 0.2648 (0.2786) loss_cl: -0.2794 (-0.2789) time: 0.7469 data: 0.0003 max mem: 29860 [22:00:24.563378] Epoch: [287] [ 240/2904] eta: 0:36:28 lr: 0.001827 loss: 0.1796 (0.1899) loss_rec_all: 0.2060 (0.2159) loss_rec_sfr: 0.2351 (0.2772) loss_cl: -0.2795 (-0.2790) time: 0.7459 data: 0.0003 max mem: 29860 [22:00:39.462968] Epoch: [287] [ 260/2904] eta: 0:35:56 lr: 0.001827 loss: 0.1844 (0.1904) loss_rec_all: 0.2104 (0.2163) loss_rec_sfr: 0.2679 (0.2781) loss_cl: -0.2787 (-0.2790) time: 0.7449 data: 0.0002 max mem: 29860 [22:00:54.346924] Epoch: [287] [ 280/2904] eta: 0:35:27 lr: 0.001827 loss: 0.1805 (0.1902) loss_rec_all: 0.2064 (0.2162) loss_rec_sfr: 0.2645 (0.2779) loss_cl: -0.2778 (-0.2789) time: 0.7441 data: 0.0003 max mem: 29860 [22:01:09.249275] Epoch: [287] [ 300/2904] eta: 0:34:59 lr: 0.001827 loss: 0.1848 (0.1906) loss_rec_all: 0.2111 (0.2165) loss_rec_sfr: 0.2661 (0.2792) loss_cl: -0.2782 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [22:01:24.132488] Epoch: [287] [ 320/2904] eta: 0:34:33 lr: 0.001827 loss: 0.1820 (0.1911) loss_rec_all: 0.2081 (0.2170) loss_rec_sfr: 0.2630 (0.2802) loss_cl: -0.2792 (-0.2788) time: 0.7441 data: 0.0002 max mem: 29860 [22:01:39.038074] Epoch: [287] [ 340/2904] eta: 0:34:08 lr: 0.001827 loss: 0.1826 (0.1911) loss_rec_all: 0.2090 (0.2170) loss_rec_sfr: 0.2685 (0.2809) loss_cl: -0.2793 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [22:01:53.925946] Epoch: [287] [ 360/2904] eta: 0:33:45 lr: 0.001826 loss: 0.1856 (0.1918) loss_rec_all: 0.2118 (0.2177) loss_rec_sfr: 0.2724 (0.2829) loss_cl: -0.2781 (-0.2788) time: 0.7443 data: 0.0002 max mem: 29860 [22:02:08.949098] Epoch: [287] [ 380/2904] eta: 0:33:23 lr: 0.001826 loss: 0.1812 (0.1916) loss_rec_all: 0.2071 (0.2175) loss_rec_sfr: 0.2642 (0.2823) loss_cl: -0.2784 (-0.2788) time: 0.7511 data: 0.0002 max mem: 29860 [22:02:23.836407] Epoch: [287] [ 400/2904] eta: 0:33:01 lr: 0.001826 loss: 0.1826 (0.1916) loss_rec_all: 0.2088 (0.2175) loss_rec_sfr: 0.2611 (0.2820) loss_cl: -0.2799 (-0.2788) time: 0.7443 data: 0.0002 max mem: 29860 [22:02:38.717522] Epoch: [287] [ 420/2904] eta: 0:32:39 lr: 0.001826 loss: 0.1794 (0.1914) loss_rec_all: 0.2056 (0.2173) loss_rec_sfr: 0.2543 (0.2811) loss_cl: -0.2794 (-0.2788) time: 0.7440 data: 0.0002 max mem: 29860 [22:02:53.601297] Epoch: [287] [ 440/2904] eta: 0:32:19 lr: 0.001826 loss: 0.1797 (0.1915) loss_rec_all: 0.2059 (0.2174) loss_rec_sfr: 0.2573 (0.2814) loss_cl: -0.2788 (-0.2788) time: 0.7441 data: 0.0002 max mem: 29860 [22:03:08.488435] Epoch: [287] [ 460/2904] eta: 0:31:58 lr: 0.001826 loss: 0.1812 (0.1917) loss_rec_all: 0.2071 (0.2176) loss_rec_sfr: 0.2628 (0.2819) loss_cl: -0.2783 (-0.2788) time: 0.7443 data: 0.0005 max mem: 29860 [22:03:23.372062] Epoch: [287] [ 480/2904] eta: 0:31:38 lr: 0.001826 loss: 0.1803 (0.1916) loss_rec_all: 0.2067 (0.2175) loss_rec_sfr: 0.2521 (0.2812) loss_cl: -0.2786 (-0.2788) time: 0.7441 data: 0.0003 max mem: 29860 [22:03:38.261333] Epoch: [287] [ 500/2904] eta: 0:31:19 lr: 0.001826 loss: 0.1856 (0.1918) loss_rec_all: 0.2117 (0.2177) loss_rec_sfr: 0.2623 (0.2814) loss_cl: -0.2791 (-0.2788) time: 0.7444 data: 0.0003 max mem: 29860 [22:03:53.151371] Epoch: [287] [ 520/2904] eta: 0:31:00 lr: 0.001826 loss: 0.1788 (0.1917) loss_rec_all: 0.2049 (0.2176) loss_rec_sfr: 0.2575 (0.2811) loss_cl: -0.2799 (-0.2788) time: 0.7444 data: 0.0002 max mem: 29860 [22:04:08.035084] Epoch: [287] [ 540/2904] eta: 0:30:41 lr: 0.001826 loss: 0.1834 (0.1916) loss_rec_all: 0.2093 (0.2175) loss_rec_sfr: 0.2590 (0.2806) loss_cl: -0.2789 (-0.2788) time: 0.7441 data: 0.0003 max mem: 29860 [22:04:22.918865] Epoch: [287] [ 560/2904] eta: 0:30:23 lr: 0.001826 loss: 0.1788 (0.1915) loss_rec_all: 0.2047 (0.2175) loss_rec_sfr: 0.2283 (0.2802) loss_cl: -0.2783 (-0.2788) time: 0.7441 data: 0.0002 max mem: 29860 [22:04:37.812997] Epoch: [287] [ 580/2904] eta: 0:30:04 lr: 0.001826 loss: 0.1812 (0.1916) loss_rec_all: 0.2074 (0.2175) loss_rec_sfr: 0.2677 (0.2804) loss_cl: -0.2781 (-0.2788) time: 0.7447 data: 0.0003 max mem: 29860 [22:04:52.700250] Epoch: [287] [ 600/2904] eta: 0:29:46 lr: 0.001826 loss: 0.1828 (0.1915) loss_rec_all: 0.2086 (0.2174) loss_rec_sfr: 0.2733 (0.2803) loss_cl: -0.2784 (-0.2788) time: 0.7443 data: 0.0002 max mem: 29860 [22:05:07.586289] Epoch: [287] [ 620/2904] eta: 0:29:29 lr: 0.001826 loss: 0.1800 (0.1915) loss_rec_all: 0.2065 (0.2174) loss_rec_sfr: 0.2559 (0.2804) loss_cl: -0.2798 (-0.2788) time: 0.7442 data: 0.0004 max mem: 29860 [22:05:22.456026] Epoch: [287] [ 640/2904] eta: 0:29:11 lr: 0.001826 loss: 0.1786 (0.1915) loss_rec_all: 0.2048 (0.2174) loss_rec_sfr: 0.2626 (0.2803) loss_cl: -0.2793 (-0.2788) time: 0.7434 data: 0.0004 max mem: 29860 [22:05:37.322804] Epoch: [287] [ 660/2904] eta: 0:28:53 lr: 0.001826 loss: 0.1800 (0.1915) loss_rec_all: 0.2063 (0.2174) loss_rec_sfr: 0.2616 (0.2802) loss_cl: -0.2781 (-0.2788) time: 0.7433 data: 0.0004 max mem: 29860 [22:05:52.195078] Epoch: [287] [ 680/2904] eta: 0:28:36 lr: 0.001826 loss: 0.1832 (0.1915) loss_rec_all: 0.2091 (0.2174) loss_rec_sfr: 0.2615 (0.2801) loss_cl: -0.2778 (-0.2788) time: 0.7436 data: 0.0004 max mem: 29860 [22:06:07.066249] Epoch: [287] [ 700/2904] eta: 0:28:19 lr: 0.001826 loss: 0.1812 (0.1913) loss_rec_all: 0.2073 (0.2172) loss_rec_sfr: 0.2603 (0.2799) loss_cl: -0.2792 (-0.2788) time: 0.7435 data: 0.0003 max mem: 29860 [22:06:21.941304] Epoch: [287] [ 720/2904] eta: 0:28:02 lr: 0.001826 loss: 0.1785 (0.1912) loss_rec_all: 0.2044 (0.2171) loss_rec_sfr: 0.2577 (0.2799) loss_cl: -0.2800 (-0.2788) time: 0.7437 data: 0.0003 max mem: 29860 [22:06:36.820956] Epoch: [287] [ 740/2904] eta: 0:27:45 lr: 0.001826 loss: 0.1793 (0.1910) loss_rec_all: 0.2056 (0.2170) loss_rec_sfr: 0.2306 (0.2794) loss_cl: -0.2788 (-0.2788) time: 0.7439 data: 0.0003 max mem: 29860 [22:06:51.697318] Epoch: [287] [ 760/2904] eta: 0:27:28 lr: 0.001826 loss: 0.1803 (0.1913) loss_rec_all: 0.2066 (0.2172) loss_rec_sfr: 0.2721 (0.2800) loss_cl: -0.2785 (-0.2788) time: 0.7438 data: 0.0003 max mem: 29860 [22:07:06.566709] Epoch: [287] [ 780/2904] eta: 0:27:11 lr: 0.001826 loss: 0.1844 (0.1914) loss_rec_all: 0.2104 (0.2173) loss_rec_sfr: 0.2647 (0.2803) loss_cl: -0.2792 (-0.2788) time: 0.7434 data: 0.0003 max mem: 29860 [22:07:21.435595] Epoch: [287] [ 800/2904] eta: 0:26:55 lr: 0.001826 loss: 0.1839 (0.1915) loss_rec_all: 0.2100 (0.2174) loss_rec_sfr: 0.2737 (0.2811) loss_cl: -0.2793 (-0.2788) time: 0.7434 data: 0.0003 max mem: 29860 [22:07:36.307057] Epoch: [287] [ 820/2904] eta: 0:26:38 lr: 0.001826 loss: 0.1815 (0.1916) loss_rec_all: 0.2077 (0.2175) loss_rec_sfr: 0.2672 (0.2814) loss_cl: -0.2795 (-0.2788) time: 0.7435 data: 0.0003 max mem: 29860 [22:07:51.176851] Epoch: [287] [ 840/2904] eta: 0:26:21 lr: 0.001826 loss: 0.1785 (0.1913) loss_rec_all: 0.2048 (0.2173) loss_rec_sfr: 0.2280 (0.2806) loss_cl: -0.2793 (-0.2788) time: 0.7434 data: 0.0003 max mem: 29860 [22:08:06.049650] Epoch: [287] [ 860/2904] eta: 0:26:05 lr: 0.001826 loss: 0.1807 (0.1913) loss_rec_all: 0.2066 (0.2172) loss_rec_sfr: 0.2316 (0.2802) loss_cl: -0.2794 (-0.2788) time: 0.7436 data: 0.0003 max mem: 29860 [22:08:20.943423] Epoch: [287] [ 880/2904] eta: 0:25:49 lr: 0.001826 loss: 0.1770 (0.1911) loss_rec_all: 0.2032 (0.2171) loss_rec_sfr: 0.2636 (0.2799) loss_cl: -0.2788 (-0.2788) time: 0.7447 data: 0.0003 max mem: 29860 [22:08:35.855863] Epoch: [287] [ 900/2904] eta: 0:25:33 lr: 0.001826 loss: 0.1778 (0.1909) loss_rec_all: 0.2042 (0.2169) loss_rec_sfr: 0.2642 (0.2793) loss_cl: -0.2803 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [22:08:50.767628] Epoch: [287] [ 920/2904] eta: 0:25:16 lr: 0.001826 loss: 0.1795 (0.1908) loss_rec_all: 0.2060 (0.2168) loss_rec_sfr: 0.2300 (0.2789) loss_cl: -0.2803 (-0.2789) time: 0.7456 data: 0.0003 max mem: 29860 [22:09:05.678539] Epoch: [287] [ 940/2904] eta: 0:25:00 lr: 0.001826 loss: 0.1777 (0.1908) loss_rec_all: 0.2045 (0.2167) loss_rec_sfr: 0.2668 (0.2788) loss_cl: -0.2817 (-0.2789) time: 0.7455 data: 0.0003 max mem: 29860 [22:09:20.588629] Epoch: [287] [ 960/2904] eta: 0:24:44 lr: 0.001826 loss: 0.1803 (0.1906) loss_rec_all: 0.2065 (0.2165) loss_rec_sfr: 0.2542 (0.2781) loss_cl: -0.2803 (-0.2789) time: 0.7455 data: 0.0003 max mem: 29860 [22:09:35.490277] Epoch: [287] [ 980/2904] eta: 0:24:28 lr: 0.001826 loss: 0.1800 (0.1907) loss_rec_all: 0.2065 (0.2167) loss_rec_sfr: 0.2673 (0.2786) loss_cl: -0.2808 (-0.2789) time: 0.7450 data: 0.0003 max mem: 29860 [22:09:50.405162] Epoch: [287] [1000/2904] eta: 0:24:12 lr: 0.001826 loss: 0.1815 (0.1907) loss_rec_all: 0.2065 (0.2167) loss_rec_sfr: 0.2652 (0.2787) loss_cl: -0.2809 (-0.2789) time: 0.7457 data: 0.0003 max mem: 29860 [22:10:05.313812] Epoch: [287] [1020/2904] eta: 0:23:56 lr: 0.001826 loss: 0.1780 (0.1907) loss_rec_all: 0.2045 (0.2166) loss_rec_sfr: 0.2574 (0.2786) loss_cl: -0.2807 (-0.2789) time: 0.7454 data: 0.0003 max mem: 29860 [22:10:20.228323] Epoch: [287] [1040/2904] eta: 0:23:41 lr: 0.001825 loss: 0.1790 (0.1906) loss_rec_all: 0.2053 (0.2165) loss_rec_sfr: 0.2227 (0.2781) loss_cl: -0.2802 (-0.2789) time: 0.7457 data: 0.0003 max mem: 29860 [22:10:35.137836] Epoch: [287] [1060/2904] eta: 0:23:25 lr: 0.001825 loss: 0.1827 (0.1905) loss_rec_all: 0.2091 (0.2165) loss_rec_sfr: 0.2635 (0.2779) loss_cl: -0.2798 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [22:10:50.044090] Epoch: [287] [1080/2904] eta: 0:23:09 lr: 0.001825 loss: 0.1759 (0.1904) loss_rec_all: 0.2025 (0.2163) loss_rec_sfr: 0.2625 (0.2775) loss_cl: -0.2799 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [22:11:04.953461] Epoch: [287] [1100/2904] eta: 0:22:53 lr: 0.001825 loss: 0.1815 (0.1904) loss_rec_all: 0.2077 (0.2163) loss_rec_sfr: 0.2607 (0.2775) loss_cl: -0.2785 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [22:11:19.860269] Epoch: [287] [1120/2904] eta: 0:22:37 lr: 0.001825 loss: 0.1771 (0.1903) loss_rec_all: 0.2033 (0.2162) loss_rec_sfr: 0.2581 (0.2772) loss_cl: -0.2781 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [22:11:34.768376] Epoch: [287] [1140/2904] eta: 0:22:22 lr: 0.001825 loss: 0.1807 (0.1902) loss_rec_all: 0.2073 (0.2161) loss_rec_sfr: 0.2643 (0.2768) loss_cl: -0.2797 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [22:11:49.676032] Epoch: [287] [1160/2904] eta: 0:22:06 lr: 0.001825 loss: 0.1819 (0.1903) loss_rec_all: 0.2083 (0.2163) loss_rec_sfr: 0.2676 (0.2774) loss_cl: -0.2806 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [22:12:04.587330] Epoch: [287] [1180/2904] eta: 0:21:50 lr: 0.001825 loss: 0.1790 (0.1902) loss_rec_all: 0.2052 (0.2162) loss_rec_sfr: 0.2635 (0.2772) loss_cl: -0.2803 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [22:12:19.501885] Epoch: [287] [1200/2904] eta: 0:21:35 lr: 0.001825 loss: 0.1787 (0.1902) loss_rec_all: 0.2052 (0.2162) loss_rec_sfr: 0.2681 (0.2774) loss_cl: -0.2814 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [22:12:34.420817] Epoch: [287] [1220/2904] eta: 0:21:19 lr: 0.001825 loss: 0.1789 (0.1902) loss_rec_all: 0.2055 (0.2162) loss_rec_sfr: 0.2533 (0.2773) loss_cl: -0.2802 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [22:12:49.333339] Epoch: [287] [1240/2904] eta: 0:21:04 lr: 0.001825 loss: 0.1814 (0.1903) loss_rec_all: 0.2076 (0.2163) loss_rec_sfr: 0.2282 (0.2774) loss_cl: -0.2785 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [22:13:04.242248] Epoch: [287] [1260/2904] eta: 0:20:48 lr: 0.001825 loss: 0.1815 (0.1904) loss_rec_all: 0.2075 (0.2163) loss_rec_sfr: 0.2629 (0.2775) loss_cl: -0.2786 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [22:13:19.152288] Epoch: [287] [1280/2904] eta: 0:20:32 lr: 0.001825 loss: 0.1799 (0.1903) loss_rec_all: 0.2062 (0.2163) loss_rec_sfr: 0.2622 (0.2775) loss_cl: -0.2785 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [22:13:34.065893] Epoch: [287] [1300/2904] eta: 0:20:17 lr: 0.001825 loss: 0.1790 (0.1903) loss_rec_all: 0.2053 (0.2163) loss_rec_sfr: 0.2590 (0.2775) loss_cl: -0.2789 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [22:13:48.974721] Epoch: [287] [1320/2904] eta: 0:20:01 lr: 0.001825 loss: 0.1804 (0.1904) loss_rec_all: 0.2070 (0.2163) loss_rec_sfr: 0.2722 (0.2778) loss_cl: -0.2801 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [22:14:03.885724] Epoch: [287] [1340/2904] eta: 0:19:46 lr: 0.001825 loss: 0.1805 (0.1904) loss_rec_all: 0.2065 (0.2164) loss_rec_sfr: 0.2521 (0.2778) loss_cl: -0.2794 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [22:14:18.794697] Epoch: [287] [1360/2904] eta: 0:19:30 lr: 0.001825 loss: 0.1836 (0.1905) loss_rec_all: 0.2095 (0.2164) loss_rec_sfr: 0.2787 (0.2781) loss_cl: -0.2783 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [22:14:33.705131] Epoch: [287] [1380/2904] eta: 0:19:15 lr: 0.001825 loss: 0.1825 (0.1904) loss_rec_all: 0.2087 (0.2164) loss_rec_sfr: 0.2609 (0.2781) loss_cl: -0.2785 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [22:14:48.617157] Epoch: [287] [1400/2904] eta: 0:19:00 lr: 0.001825 loss: 0.1803 (0.1905) loss_rec_all: 0.2062 (0.2165) loss_rec_sfr: 0.2674 (0.2782) loss_cl: -0.2783 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [22:15:03.522422] Epoch: [287] [1420/2904] eta: 0:18:44 lr: 0.001825 loss: 0.1813 (0.1906) loss_rec_all: 0.2075 (0.2165) loss_rec_sfr: 0.2585 (0.2783) loss_cl: -0.2784 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [22:15:18.432436] Epoch: [287] [1440/2904] eta: 0:18:29 lr: 0.001825 loss: 0.1791 (0.1906) loss_rec_all: 0.2055 (0.2166) loss_rec_sfr: 0.2647 (0.2787) loss_cl: -0.2793 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [22:15:33.344155] Epoch: [287] [1460/2904] eta: 0:18:13 lr: 0.001825 loss: 0.1865 (0.1907) loss_rec_all: 0.2126 (0.2166) loss_rec_sfr: 0.2652 (0.2789) loss_cl: -0.2793 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [22:15:48.256328] Epoch: [287] [1480/2904] eta: 0:17:58 lr: 0.001825 loss: 0.1783 (0.1906) loss_rec_all: 0.2044 (0.2165) loss_rec_sfr: 0.2665 (0.2787) loss_cl: -0.2792 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [22:16:03.171128] Epoch: [287] [1500/2904] eta: 0:17:43 lr: 0.001825 loss: 0.1853 (0.1906) loss_rec_all: 0.2112 (0.2166) loss_rec_sfr: 0.2660 (0.2788) loss_cl: -0.2788 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [22:16:18.084226] Epoch: [287] [1520/2904] eta: 0:17:27 lr: 0.001825 loss: 0.1815 (0.1907) loss_rec_all: 0.2073 (0.2166) loss_rec_sfr: 0.2625 (0.2789) loss_cl: -0.2787 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [22:16:32.995038] Epoch: [287] [1540/2904] eta: 0:17:12 lr: 0.001825 loss: 0.1787 (0.1908) loss_rec_all: 0.2048 (0.2167) loss_rec_sfr: 0.2678 (0.2794) loss_cl: -0.2793 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [22:16:47.908746] Epoch: [287] [1560/2904] eta: 0:16:57 lr: 0.001825 loss: 0.1881 (0.1910) loss_rec_all: 0.2139 (0.2170) loss_rec_sfr: 0.2676 (0.2801) loss_cl: -0.2783 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [22:17:02.823271] Epoch: [287] [1580/2904] eta: 0:16:41 lr: 0.001825 loss: 0.1780 (0.1910) loss_rec_all: 0.2041 (0.2169) loss_rec_sfr: 0.2579 (0.2800) loss_cl: -0.2784 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [22:17:17.733524] Epoch: [287] [1600/2904] eta: 0:16:26 lr: 0.001825 loss: 0.1807 (0.1910) loss_rec_all: 0.2066 (0.2170) loss_rec_sfr: 0.2527 (0.2801) loss_cl: -0.2781 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [22:17:32.646531] Epoch: [287] [1620/2904] eta: 0:16:11 lr: 0.001825 loss: 0.1833 (0.1910) loss_rec_all: 0.2092 (0.2169) loss_rec_sfr: 0.2643 (0.2799) loss_cl: -0.2783 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [22:17:47.558476] Epoch: [287] [1640/2904] eta: 0:15:55 lr: 0.001825 loss: 0.1832 (0.1909) loss_rec_all: 0.2092 (0.2169) loss_rec_sfr: 0.2629 (0.2796) loss_cl: -0.2797 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [22:18:02.470285] Epoch: [287] [1660/2904] eta: 0:15:40 lr: 0.001825 loss: 0.1768 (0.1909) loss_rec_all: 0.2034 (0.2168) loss_rec_sfr: 0.2220 (0.2793) loss_cl: -0.2804 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [22:18:17.377391] Epoch: [287] [1680/2904] eta: 0:15:25 lr: 0.001825 loss: 0.1804 (0.1909) loss_rec_all: 0.2069 (0.2169) loss_rec_sfr: 0.2229 (0.2794) loss_cl: -0.2787 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [22:18:32.282625] Epoch: [287] [1700/2904] eta: 0:15:10 lr: 0.001825 loss: 0.1858 (0.1911) loss_rec_all: 0.2119 (0.2170) loss_rec_sfr: 0.2740 (0.2799) loss_cl: -0.2795 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [22:18:47.194076] Epoch: [287] [1720/2904] eta: 0:14:54 lr: 0.001824 loss: 0.1843 (0.1911) loss_rec_all: 0.2102 (0.2170) loss_rec_sfr: 0.2640 (0.2798) loss_cl: -0.2789 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [22:19:02.103464] Epoch: [287] [1740/2904] eta: 0:14:39 lr: 0.001824 loss: 0.1832 (0.1911) loss_rec_all: 0.2092 (0.2170) loss_rec_sfr: 0.2630 (0.2799) loss_cl: -0.2780 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [22:19:17.014110] Epoch: [287] [1760/2904] eta: 0:14:24 lr: 0.001824 loss: 0.1771 (0.1911) loss_rec_all: 0.2035 (0.2170) loss_rec_sfr: 0.2060 (0.2796) loss_cl: -0.2779 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [22:19:31.920979] Epoch: [287] [1780/2904] eta: 0:14:09 lr: 0.001824 loss: 0.1826 (0.1911) loss_rec_all: 0.2087 (0.2170) loss_rec_sfr: 0.2616 (0.2797) loss_cl: -0.2795 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [22:19:46.827069] Epoch: [287] [1800/2904] eta: 0:13:53 lr: 0.001824 loss: 0.1827 (0.1912) loss_rec_all: 0.2088 (0.2171) loss_rec_sfr: 0.2661 (0.2800) loss_cl: -0.2799 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [22:20:01.734242] Epoch: [287] [1820/2904] eta: 0:13:38 lr: 0.001824 loss: 0.1842 (0.1913) loss_rec_all: 0.2101 (0.2172) loss_rec_sfr: 0.2740 (0.2804) loss_cl: -0.2793 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [22:20:16.644835] Epoch: [287] [1840/2904] eta: 0:13:23 lr: 0.001824 loss: 0.1787 (0.1912) loss_rec_all: 0.2050 (0.2172) loss_rec_sfr: 0.2544 (0.2802) loss_cl: -0.2791 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [22:20:31.555245] Epoch: [287] [1860/2904] eta: 0:13:08 lr: 0.001824 loss: 0.1827 (0.1912) loss_rec_all: 0.2085 (0.2172) loss_rec_sfr: 0.2619 (0.2801) loss_cl: -0.2779 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [22:20:46.459004] Epoch: [287] [1880/2904] eta: 0:12:52 lr: 0.001824 loss: 0.1831 (0.1913) loss_rec_all: 0.2089 (0.2172) loss_rec_sfr: 0.2722 (0.2803) loss_cl: -0.2782 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [22:21:01.362286] Epoch: [287] [1900/2904] eta: 0:12:37 lr: 0.001824 loss: 0.1831 (0.1913) loss_rec_all: 0.2090 (0.2172) loss_rec_sfr: 0.2537 (0.2803) loss_cl: -0.2786 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [22:21:16.269576] Epoch: [287] [1920/2904] eta: 0:12:22 lr: 0.001824 loss: 0.1790 (0.1913) loss_rec_all: 0.2055 (0.2172) loss_rec_sfr: 0.2681 (0.2802) loss_cl: -0.2788 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [22:21:31.183085] Epoch: [287] [1940/2904] eta: 0:12:07 lr: 0.001824 loss: 0.1781 (0.1912) loss_rec_all: 0.2044 (0.2171) loss_rec_sfr: 0.2579 (0.2800) loss_cl: -0.2798 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [22:21:46.093393] Epoch: [287] [1960/2904] eta: 0:11:52 lr: 0.001824 loss: 0.1777 (0.1911) loss_rec_all: 0.2043 (0.2170) loss_rec_sfr: 0.2492 (0.2797) loss_cl: -0.2790 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [22:22:01.005377] Epoch: [287] [1980/2904] eta: 0:11:37 lr: 0.001824 loss: 0.1815 (0.1911) loss_rec_all: 0.2079 (0.2170) loss_rec_sfr: 0.2602 (0.2797) loss_cl: -0.2789 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [22:22:15.913176] Epoch: [287] [2000/2904] eta: 0:11:21 lr: 0.001824 loss: 0.1821 (0.1911) loss_rec_all: 0.2084 (0.2171) loss_rec_sfr: 0.2564 (0.2797) loss_cl: -0.2790 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [22:22:30.825607] Epoch: [287] [2020/2904] eta: 0:11:06 lr: 0.001824 loss: 0.1822 (0.1911) loss_rec_all: 0.2082 (0.2170) loss_rec_sfr: 0.2575 (0.2795) loss_cl: -0.2787 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [22:22:45.734814] Epoch: [287] [2040/2904] eta: 0:10:51 lr: 0.001824 loss: 0.1786 (0.1911) loss_rec_all: 0.2047 (0.2171) loss_rec_sfr: 0.2667 (0.2797) loss_cl: -0.2798 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [22:23:00.644289] Epoch: [287] [2060/2904] eta: 0:10:36 lr: 0.001824 loss: 0.1811 (0.1911) loss_rec_all: 0.2074 (0.2170) loss_rec_sfr: 0.2556 (0.2796) loss_cl: -0.2800 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [22:23:15.552345] Epoch: [287] [2080/2904] eta: 0:10:21 lr: 0.001824 loss: 0.1837 (0.1911) loss_rec_all: 0.2093 (0.2170) loss_rec_sfr: 0.2608 (0.2796) loss_cl: -0.2780 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [22:23:30.469446] Epoch: [287] [2100/2904] eta: 0:10:06 lr: 0.001824 loss: 0.1793 (0.1911) loss_rec_all: 0.2055 (0.2170) loss_rec_sfr: 0.2511 (0.2795) loss_cl: -0.2791 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [22:23:45.383572] Epoch: [287] [2120/2904] eta: 0:09:50 lr: 0.001824 loss: 0.1796 (0.1911) loss_rec_all: 0.2058 (0.2170) loss_rec_sfr: 0.2639 (0.2795) loss_cl: -0.2794 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [22:24:00.303353] Epoch: [287] [2140/2904] eta: 0:09:35 lr: 0.001824 loss: 0.1822 (0.1910) loss_rec_all: 0.2088 (0.2169) loss_rec_sfr: 0.2693 (0.2792) loss_cl: -0.2799 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [22:24:15.215957] Epoch: [287] [2160/2904] eta: 0:09:20 lr: 0.001824 loss: 0.1836 (0.1910) loss_rec_all: 0.2094 (0.2169) loss_rec_sfr: 0.2718 (0.2792) loss_cl: -0.2790 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [22:24:30.127000] Epoch: [287] [2180/2904] eta: 0:09:05 lr: 0.001824 loss: 0.1802 (0.1910) loss_rec_all: 0.2061 (0.2169) loss_rec_sfr: 0.2623 (0.2792) loss_cl: -0.2781 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [22:24:45.041927] Epoch: [287] [2200/2904] eta: 0:08:50 lr: 0.001824 loss: 0.1810 (0.1909) loss_rec_all: 0.2073 (0.2169) loss_rec_sfr: 0.2539 (0.2790) loss_cl: -0.2786 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [22:24:59.957687] Epoch: [287] [2220/2904] eta: 0:08:35 lr: 0.001824 loss: 0.1808 (0.1909) loss_rec_all: 0.2067 (0.2169) loss_rec_sfr: 0.2747 (0.2792) loss_cl: -0.2790 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [22:25:14.872720] Epoch: [287] [2240/2904] eta: 0:08:20 lr: 0.001824 loss: 0.1851 (0.1910) loss_rec_all: 0.2117 (0.2169) loss_rec_sfr: 0.2657 (0.2792) loss_cl: -0.2797 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [22:25:29.789213] Epoch: [287] [2260/2904] eta: 0:08:05 lr: 0.001824 loss: 0.1863 (0.1910) loss_rec_all: 0.2125 (0.2169) loss_rec_sfr: 0.2658 (0.2793) loss_cl: -0.2797 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [22:25:44.702744] Epoch: [287] [2280/2904] eta: 0:07:49 lr: 0.001824 loss: 0.1803 (0.1910) loss_rec_all: 0.2061 (0.2169) loss_rec_sfr: 0.2634 (0.2793) loss_cl: -0.2792 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [22:25:59.616107] Epoch: [287] [2300/2904] eta: 0:07:34 lr: 0.001824 loss: 0.1804 (0.1909) loss_rec_all: 0.2063 (0.2168) loss_rec_sfr: 0.2568 (0.2791) loss_cl: -0.2791 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [22:26:14.521147] Epoch: [287] [2320/2904] eta: 0:07:19 lr: 0.001824 loss: 0.1859 (0.1909) loss_rec_all: 0.2123 (0.2169) loss_rec_sfr: 0.2545 (0.2791) loss_cl: -0.2787 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [22:26:29.431681] Epoch: [287] [2340/2904] eta: 0:07:04 lr: 0.001824 loss: 0.1917 (0.1910) loss_rec_all: 0.2176 (0.2170) loss_rec_sfr: 0.2605 (0.2793) loss_cl: -0.2777 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [22:26:44.344303] Epoch: [287] [2360/2904] eta: 0:06:49 lr: 0.001824 loss: 0.1823 (0.1911) loss_rec_all: 0.2086 (0.2170) loss_rec_sfr: 0.2673 (0.2795) loss_cl: -0.2789 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [22:26:59.254688] Epoch: [287] [2380/2904] eta: 0:06:34 lr: 0.001824 loss: 0.1796 (0.1910) loss_rec_all: 0.2062 (0.2169) loss_rec_sfr: 0.2264 (0.2792) loss_cl: -0.2800 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [22:27:14.162196] Epoch: [287] [2400/2904] eta: 0:06:19 lr: 0.001823 loss: 0.1786 (0.1909) loss_rec_all: 0.2046 (0.2169) loss_rec_sfr: 0.2672 (0.2791) loss_cl: -0.2798 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [22:27:29.069739] Epoch: [287] [2420/2904] eta: 0:06:04 lr: 0.001823 loss: 0.1799 (0.1909) loss_rec_all: 0.2062 (0.2168) loss_rec_sfr: 0.2225 (0.2787) loss_cl: -0.2792 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [22:27:43.980149] Epoch: [287] [2440/2904] eta: 0:05:49 lr: 0.001823 loss: 0.1817 (0.1909) loss_rec_all: 0.2079 (0.2168) loss_rec_sfr: 0.2619 (0.2787) loss_cl: -0.2781 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [22:27:58.893558] Epoch: [287] [2460/2904] eta: 0:05:34 lr: 0.001823 loss: 0.1800 (0.1908) loss_rec_all: 0.2058 (0.2168) loss_rec_sfr: 0.2592 (0.2787) loss_cl: -0.2776 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [22:28:13.805756] Epoch: [287] [2480/2904] eta: 0:05:19 lr: 0.001823 loss: 0.1817 (0.1909) loss_rec_all: 0.2076 (0.2168) loss_rec_sfr: 0.2655 (0.2787) loss_cl: -0.2788 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [22:28:28.721982] Epoch: [287] [2500/2904] eta: 0:05:04 lr: 0.001823 loss: 0.1834 (0.1909) loss_rec_all: 0.2092 (0.2169) loss_rec_sfr: 0.2635 (0.2789) loss_cl: -0.2801 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [22:28:43.634671] Epoch: [287] [2520/2904] eta: 0:04:48 lr: 0.001823 loss: 0.1811 (0.1909) loss_rec_all: 0.2072 (0.2168) loss_rec_sfr: 0.2600 (0.2788) loss_cl: -0.2797 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [22:28:58.545122] Epoch: [287] [2540/2904] eta: 0:04:33 lr: 0.001823 loss: 0.1833 (0.1909) loss_rec_all: 0.2095 (0.2169) loss_rec_sfr: 0.2686 (0.2790) loss_cl: -0.2791 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [22:29:13.455741] Epoch: [287] [2560/2904] eta: 0:04:18 lr: 0.001823 loss: 0.1812 (0.1910) loss_rec_all: 0.2073 (0.2169) loss_rec_sfr: 0.2624 (0.2790) loss_cl: -0.2796 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [22:29:28.358678] Epoch: [287] [2580/2904] eta: 0:04:03 lr: 0.001823 loss: 0.1803 (0.1909) loss_rec_all: 0.2067 (0.2169) loss_rec_sfr: 0.2573 (0.2790) loss_cl: -0.2795 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [22:29:43.270525] Epoch: [287] [2600/2904] eta: 0:03:48 lr: 0.001823 loss: 0.1780 (0.1909) loss_rec_all: 0.2042 (0.2168) loss_rec_sfr: 0.2621 (0.2788) loss_cl: -0.2793 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [22:29:58.184090] Epoch: [287] [2620/2904] eta: 0:03:33 lr: 0.001823 loss: 0.1793 (0.1909) loss_rec_all: 0.2052 (0.2168) loss_rec_sfr: 0.2582 (0.2787) loss_cl: -0.2778 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [22:30:13.099727] Epoch: [287] [2640/2904] eta: 0:03:18 lr: 0.001823 loss: 0.1807 (0.1909) loss_rec_all: 0.2067 (0.2168) loss_rec_sfr: 0.2651 (0.2787) loss_cl: -0.2787 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [22:30:28.013244] Epoch: [287] [2660/2904] eta: 0:03:03 lr: 0.001823 loss: 0.1915 (0.1910) loss_rec_all: 0.2175 (0.2169) loss_rec_sfr: 0.2664 (0.2791) loss_cl: -0.2789 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [22:30:42.930381] Epoch: [287] [2680/2904] eta: 0:02:48 lr: 0.001823 loss: 0.1847 (0.1910) loss_rec_all: 0.2107 (0.2170) loss_rec_sfr: 0.2626 (0.2792) loss_cl: -0.2788 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [22:30:57.844006] Epoch: [287] [2700/2904] eta: 0:02:33 lr: 0.001823 loss: 0.1834 (0.1911) loss_rec_all: 0.2093 (0.2170) loss_rec_sfr: 0.2685 (0.2794) loss_cl: -0.2780 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [22:31:12.752485] Epoch: [287] [2720/2904] eta: 0:02:18 lr: 0.001823 loss: 0.1829 (0.1911) loss_rec_all: 0.2088 (0.2170) loss_rec_sfr: 0.2753 (0.2795) loss_cl: -0.2789 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [22:31:27.658095] Epoch: [287] [2740/2904] eta: 0:02:03 lr: 0.001823 loss: 0.1805 (0.1911) loss_rec_all: 0.2068 (0.2171) loss_rec_sfr: 0.2665 (0.2796) loss_cl: -0.2789 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [22:31:42.567428] Epoch: [287] [2760/2904] eta: 0:01:48 lr: 0.001823 loss: 0.1813 (0.1912) loss_rec_all: 0.2072 (0.2171) loss_rec_sfr: 0.2661 (0.2797) loss_cl: -0.2788 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [22:31:57.478842] Epoch: [287] [2780/2904] eta: 0:01:33 lr: 0.001823 loss: 0.1811 (0.1911) loss_rec_all: 0.2076 (0.2171) loss_rec_sfr: 0.2623 (0.2797) loss_cl: -0.2788 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [22:32:12.392300] Epoch: [287] [2800/2904] eta: 0:01:18 lr: 0.001823 loss: 0.1794 (0.1911) loss_rec_all: 0.2059 (0.2170) loss_rec_sfr: 0.2535 (0.2795) loss_cl: -0.2790 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [22:32:27.306496] Epoch: [287] [2820/2904] eta: 0:01:03 lr: 0.001823 loss: 0.1804 (0.1911) loss_rec_all: 0.2066 (0.2170) loss_rec_sfr: 0.2546 (0.2794) loss_cl: -0.2789 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [22:32:42.247138] Epoch: [287] [2840/2904] eta: 0:00:48 lr: 0.001823 loss: 0.1804 (0.1911) loss_rec_all: 0.2068 (0.2170) loss_rec_sfr: 0.2607 (0.2794) loss_cl: -0.2784 (-0.2789) time: 0.7470 data: 0.0024 max mem: 29860 [22:32:57.139783] Epoch: [287] [2860/2904] eta: 0:00:33 lr: 0.001823 loss: 0.1823 (0.1910) loss_rec_all: 0.2087 (0.2169) loss_rec_sfr: 0.2578 (0.2792) loss_cl: -0.2791 (-0.2789) time: 0.7446 data: 0.0001 max mem: 29860 [22:33:12.036504] Epoch: [287] [2880/2904] eta: 0:00:18 lr: 0.001823 loss: 0.1802 (0.1910) loss_rec_all: 0.2066 (0.2170) loss_rec_sfr: 0.2587 (0.2792) loss_cl: -0.2798 (-0.2789) time: 0.7448 data: 0.0001 max mem: 29860 [22:33:26.937827] Epoch: [287] [2900/2904] eta: 0:00:03 lr: 0.001823 loss: 0.1810 (0.1911) loss_rec_all: 0.2074 (0.2170) loss_rec_sfr: 0.2642 (0.2793) loss_cl: -0.2784 (-0.2789) time: 0.7450 data: 0.0001 max mem: 29860 [22:33:29.179200] Epoch: [287] [2903/2904] eta: 0:00:00 lr: 0.001823 loss: 0.1810 (0.1911) loss_rec_all: 0.2074 (0.2170) loss_rec_sfr: 0.2700 (0.2793) loss_cl: -0.2785 (-0.2789) time: 0.7450 data: 0.0001 max mem: 29860 [22:33:31.326952] Epoch: [287] Total time: 0:36:24 (0.7523 s / it) [22:33:31.333412] Averaged stats: lr: 0.001823 loss: 0.1810 (0.1939) loss_rec_all: 0.2074 (0.2175) loss_rec_sfr: 0.2700 (0.2801) loss_cl: -0.2785 (-0.2556) [22:33:31.338460] log_dir: ./checkpoint/VF2_ViT-B [22:33:48.050406] Epoch: [288] [ 0/2904] eta: 13:28:46 lr: 0.001823 loss: 0.1819 (0.1819) loss_rec_all: 0.2081 (0.2081) loss_rec_sfr: 0.2734 (0.2734) loss_cl: -0.2813 (-0.2813) time: 16.7103 data: 15.9782 max mem: 29860 [22:34:03.779183] Epoch: [288] [ 20/2904] eta: 1:14:14 lr: 0.001823 loss: 0.1791 (0.1815) loss_rec_all: 0.2055 (0.2078) loss_rec_sfr: 0.2411 (0.2451) loss_cl: -0.2792 (-0.2793) time: 0.7864 data: 0.0369 max mem: 29860 [22:34:18.648461] Epoch: [288] [ 40/2904] eta: 0:55:04 lr: 0.001823 loss: 0.1762 (0.1854) loss_rec_all: 0.2025 (0.2114) loss_rec_sfr: 0.2607 (0.2631) loss_cl: -0.2792 (-0.2791) time: 0.7434 data: 0.0002 max mem: 29860 [22:34:33.527508] Epoch: [288] [ 60/2904] eta: 0:48:19 lr: 0.001823 loss: 0.1788 (0.1876) loss_rec_all: 0.2052 (0.2136) loss_rec_sfr: 0.2568 (0.2683) loss_cl: -0.2789 (-0.2790) time: 0.7438 data: 0.0003 max mem: 29860 [22:34:48.403249] Epoch: [288] [ 80/2904] eta: 0:44:46 lr: 0.001823 loss: 0.1852 (0.1887) loss_rec_all: 0.2114 (0.2147) loss_rec_sfr: 0.2602 (0.2701) loss_cl: -0.2790 (-0.2790) time: 0.7437 data: 0.0003 max mem: 29860 [22:35:03.297068] Epoch: [288] [ 100/2904] eta: 0:42:32 lr: 0.001823 loss: 0.1822 (0.1904) loss_rec_all: 0.2087 (0.2163) loss_rec_sfr: 0.2671 (0.2763) loss_cl: -0.2791 (-0.2790) time: 0.7446 data: 0.0002 max mem: 29860 [22:35:18.201789] Epoch: [288] [ 120/2904] eta: 0:40:58 lr: 0.001823 loss: 0.1814 (0.1899) loss_rec_all: 0.2077 (0.2159) loss_rec_sfr: 0.2608 (0.2755) loss_cl: -0.2798 (-0.2791) time: 0.7452 data: 0.0003 max mem: 29860 [22:35:33.111759] Epoch: [288] [ 140/2904] eta: 0:39:46 lr: 0.001823 loss: 0.1846 (0.1898) loss_rec_all: 0.2111 (0.2157) loss_rec_sfr: 0.2603 (0.2751) loss_cl: -0.2793 (-0.2791) time: 0.7454 data: 0.0004 max mem: 29860 [22:35:48.019226] Epoch: [288] [ 160/2904] eta: 0:38:49 lr: 0.001823 loss: 0.1831 (0.1900) loss_rec_all: 0.2091 (0.2160) loss_rec_sfr: 0.2656 (0.2753) loss_cl: -0.2786 (-0.2790) time: 0.7453 data: 0.0003 max mem: 29860 [22:36:02.939328] Epoch: [288] [ 180/2904] eta: 0:38:01 lr: 0.001823 loss: 0.1794 (0.1899) loss_rec_all: 0.2051 (0.2159) loss_rec_sfr: 0.2655 (0.2748) loss_cl: -0.2783 (-0.2789) time: 0.7459 data: 0.0003 max mem: 29860 [22:36:17.854430] Epoch: [288] [ 200/2904] eta: 0:37:19 lr: 0.001822 loss: 0.1770 (0.1893) loss_rec_all: 0.2031 (0.2153) loss_rec_sfr: 0.2590 (0.2734) loss_cl: -0.2794 (-0.2789) time: 0.7457 data: 0.0003 max mem: 29860 [22:36:32.802737] Epoch: [288] [ 220/2904] eta: 0:36:43 lr: 0.001822 loss: 0.1852 (0.1908) loss_rec_all: 0.2114 (0.2167) loss_rec_sfr: 0.2797 (0.2796) loss_cl: -0.2795 (-0.2790) time: 0.7474 data: 0.0003 max mem: 29860 [22:36:47.726859] Epoch: [288] [ 240/2904] eta: 0:36:10 lr: 0.001822 loss: 0.1807 (0.1905) loss_rec_all: 0.2069 (0.2165) loss_rec_sfr: 0.2535 (0.2779) loss_cl: -0.2793 (-0.2790) time: 0.7462 data: 0.0003 max mem: 29860 [22:37:02.639533] Epoch: [288] [ 260/2904] eta: 0:35:40 lr: 0.001822 loss: 0.1850 (0.1908) loss_rec_all: 0.2110 (0.2168) loss_rec_sfr: 0.2724 (0.2796) loss_cl: -0.2781 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [22:37:17.557177] Epoch: [288] [ 280/2904] eta: 0:35:12 lr: 0.001822 loss: 0.1917 (0.1915) loss_rec_all: 0.2177 (0.2175) loss_rec_sfr: 0.2632 (0.2815) loss_cl: -0.2781 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [22:37:32.504292] Epoch: [288] [ 300/2904] eta: 0:34:46 lr: 0.001822 loss: 0.1804 (0.1911) loss_rec_all: 0.2064 (0.2170) loss_rec_sfr: 0.2592 (0.2796) loss_cl: -0.2789 (-0.2789) time: 0.7473 data: 0.0002 max mem: 29860 [22:37:47.429082] Epoch: [288] [ 320/2904] eta: 0:34:21 lr: 0.001822 loss: 0.1788 (0.1909) loss_rec_all: 0.2053 (0.2168) loss_rec_sfr: 0.2597 (0.2790) loss_cl: -0.2789 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [22:38:02.371830] Epoch: [288] [ 340/2904] eta: 0:33:57 lr: 0.001822 loss: 0.1801 (0.1912) loss_rec_all: 0.2061 (0.2172) loss_rec_sfr: 0.2727 (0.2810) loss_cl: -0.2789 (-0.2789) time: 0.7471 data: 0.0002 max mem: 29860 [22:38:17.295745] Epoch: [288] [ 360/2904] eta: 0:33:35 lr: 0.001822 loss: 0.1824 (0.1916) loss_rec_all: 0.2087 (0.2175) loss_rec_sfr: 0.2652 (0.2823) loss_cl: -0.2785 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [22:38:32.350257] Epoch: [288] [ 380/2904] eta: 0:33:13 lr: 0.001822 loss: 0.1831 (0.1919) loss_rec_all: 0.2091 (0.2178) loss_rec_sfr: 0.2767 (0.2835) loss_cl: -0.2793 (-0.2789) time: 0.7527 data: 0.0002 max mem: 29860 [22:38:47.268707] Epoch: [288] [ 400/2904] eta: 0:32:52 lr: 0.001822 loss: 0.1817 (0.1916) loss_rec_all: 0.2076 (0.2175) loss_rec_sfr: 0.2602 (0.2827) loss_cl: -0.2789 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [22:39:02.184863] Epoch: [288] [ 420/2904] eta: 0:32:31 lr: 0.001822 loss: 0.1818 (0.1913) loss_rec_all: 0.2079 (0.2173) loss_rec_sfr: 0.2660 (0.2817) loss_cl: -0.2792 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [22:39:17.101884] Epoch: [288] [ 440/2904] eta: 0:32:11 lr: 0.001822 loss: 0.1773 (0.1911) loss_rec_all: 0.2039 (0.2171) loss_rec_sfr: 0.2583 (0.2809) loss_cl: -0.2792 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [22:39:32.017922] Epoch: [288] [ 460/2904] eta: 0:31:52 lr: 0.001822 loss: 0.1803 (0.1910) loss_rec_all: 0.2063 (0.2170) loss_rec_sfr: 0.2669 (0.2806) loss_cl: -0.2791 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [22:39:46.926685] Epoch: [288] [ 480/2904] eta: 0:31:32 lr: 0.001822 loss: 0.1828 (0.1911) loss_rec_all: 0.2093 (0.2170) loss_rec_sfr: 0.2599 (0.2812) loss_cl: -0.2783 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [22:40:01.840621] Epoch: [288] [ 500/2904] eta: 0:31:13 lr: 0.001822 loss: 0.1817 (0.1911) loss_rec_all: 0.2078 (0.2170) loss_rec_sfr: 0.2589 (0.2810) loss_cl: -0.2789 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [22:40:16.752915] Epoch: [288] [ 520/2904] eta: 0:30:54 lr: 0.001822 loss: 0.1812 (0.1910) loss_rec_all: 0.2075 (0.2169) loss_rec_sfr: 0.2576 (0.2805) loss_cl: -0.2793 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [22:40:31.664907] Epoch: [288] [ 540/2904] eta: 0:30:36 lr: 0.001822 loss: 0.1793 (0.1911) loss_rec_all: 0.2058 (0.2170) loss_rec_sfr: 0.2619 (0.2807) loss_cl: -0.2790 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [22:40:46.574676] Epoch: [288] [ 560/2904] eta: 0:30:18 lr: 0.001822 loss: 0.1822 (0.1910) loss_rec_all: 0.2085 (0.2170) loss_rec_sfr: 0.2633 (0.2803) loss_cl: -0.2785 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [22:41:01.491332] Epoch: [288] [ 580/2904] eta: 0:30:00 lr: 0.001822 loss: 0.1829 (0.1910) loss_rec_all: 0.2092 (0.2169) loss_rec_sfr: 0.2640 (0.2801) loss_cl: -0.2781 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [22:41:16.401202] Epoch: [288] [ 600/2904] eta: 0:29:42 lr: 0.001822 loss: 0.1815 (0.1911) loss_rec_all: 0.2077 (0.2170) loss_rec_sfr: 0.2619 (0.2805) loss_cl: -0.2793 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [22:41:31.311864] Epoch: [288] [ 620/2904] eta: 0:29:25 lr: 0.001822 loss: 0.1815 (0.1911) loss_rec_all: 0.2075 (0.2170) loss_rec_sfr: 0.2515 (0.2801) loss_cl: -0.2796 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [22:41:46.226647] Epoch: [288] [ 640/2904] eta: 0:29:07 lr: 0.001822 loss: 0.1798 (0.1910) loss_rec_all: 0.2058 (0.2169) loss_rec_sfr: 0.2493 (0.2796) loss_cl: -0.2788 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [22:42:01.139691] Epoch: [288] [ 660/2904] eta: 0:28:50 lr: 0.001822 loss: 0.1800 (0.1910) loss_rec_all: 0.2059 (0.2169) loss_rec_sfr: 0.2686 (0.2798) loss_cl: -0.2788 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [22:42:16.052623] Epoch: [288] [ 680/2904] eta: 0:28:33 lr: 0.001822 loss: 0.1813 (0.1908) loss_rec_all: 0.2073 (0.2167) loss_rec_sfr: 0.2319 (0.2789) loss_cl: -0.2789 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [22:42:30.967250] Epoch: [288] [ 700/2904] eta: 0:28:16 lr: 0.001822 loss: 0.1794 (0.1908) loss_rec_all: 0.2058 (0.2167) loss_rec_sfr: 0.2227 (0.2789) loss_cl: -0.2788 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [22:42:45.888524] Epoch: [288] [ 720/2904] eta: 0:27:59 lr: 0.001822 loss: 0.1835 (0.1909) loss_rec_all: 0.2094 (0.2169) loss_rec_sfr: 0.2791 (0.2796) loss_cl: -0.2789 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [22:43:00.811018] Epoch: [288] [ 740/2904] eta: 0:27:42 lr: 0.001822 loss: 0.1797 (0.1907) loss_rec_all: 0.2056 (0.2166) loss_rec_sfr: 0.2616 (0.2791) loss_cl: -0.2794 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [22:43:15.730718] Epoch: [288] [ 760/2904] eta: 0:27:26 lr: 0.001822 loss: 0.1813 (0.1908) loss_rec_all: 0.2079 (0.2167) loss_rec_sfr: 0.2645 (0.2793) loss_cl: -0.2789 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [22:43:30.646709] Epoch: [288] [ 780/2904] eta: 0:27:09 lr: 0.001822 loss: 0.1793 (0.1908) loss_rec_all: 0.2054 (0.2167) loss_rec_sfr: 0.2599 (0.2791) loss_cl: -0.2798 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [22:43:45.559719] Epoch: [288] [ 800/2904] eta: 0:26:53 lr: 0.001822 loss: 0.1859 (0.1910) loss_rec_all: 0.2121 (0.2169) loss_rec_sfr: 0.2558 (0.2797) loss_cl: -0.2778 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [22:44:00.476839] Epoch: [288] [ 820/2904] eta: 0:26:36 lr: 0.001822 loss: 0.1801 (0.1911) loss_rec_all: 0.2064 (0.2170) loss_rec_sfr: 0.2610 (0.2800) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [22:44:15.389460] Epoch: [288] [ 840/2904] eta: 0:26:20 lr: 0.001822 loss: 0.1811 (0.1910) loss_rec_all: 0.2075 (0.2169) loss_rec_sfr: 0.2546 (0.2797) loss_cl: -0.2795 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [22:44:30.303867] Epoch: [288] [ 860/2904] eta: 0:26:04 lr: 0.001822 loss: 0.1804 (0.1912) loss_rec_all: 0.2066 (0.2171) loss_rec_sfr: 0.2639 (0.2803) loss_cl: -0.2794 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [22:44:45.219002] Epoch: [288] [ 880/2904] eta: 0:25:48 lr: 0.001821 loss: 0.1807 (0.1912) loss_rec_all: 0.2068 (0.2171) loss_rec_sfr: 0.2675 (0.2807) loss_cl: -0.2787 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [22:45:00.135415] Epoch: [288] [ 900/2904] eta: 0:25:31 lr: 0.001821 loss: 0.1832 (0.1912) loss_rec_all: 0.2096 (0.2171) loss_rec_sfr: 0.2547 (0.2805) loss_cl: -0.2788 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [22:45:15.059616] Epoch: [288] [ 920/2904] eta: 0:25:15 lr: 0.001821 loss: 0.1800 (0.1911) loss_rec_all: 0.2065 (0.2170) loss_rec_sfr: 0.2665 (0.2800) loss_cl: -0.2795 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [22:45:29.976865] Epoch: [288] [ 940/2904] eta: 0:24:59 lr: 0.001821 loss: 0.1798 (0.1910) loss_rec_all: 0.2062 (0.2169) loss_rec_sfr: 0.2527 (0.2796) loss_cl: -0.2794 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [22:45:44.898357] Epoch: [288] [ 960/2904] eta: 0:24:43 lr: 0.001821 loss: 0.1811 (0.1908) loss_rec_all: 0.2071 (0.2167) loss_rec_sfr: 0.2631 (0.2791) loss_cl: -0.2786 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [22:45:59.813939] Epoch: [288] [ 980/2904] eta: 0:24:27 lr: 0.001821 loss: 0.1836 (0.1911) loss_rec_all: 0.2095 (0.2170) loss_rec_sfr: 0.2700 (0.2801) loss_cl: -0.2788 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [22:46:14.735948] Epoch: [288] [1000/2904] eta: 0:24:11 lr: 0.001821 loss: 0.1816 (0.1912) loss_rec_all: 0.2075 (0.2171) loss_rec_sfr: 0.2716 (0.2807) loss_cl: -0.2782 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [22:46:29.646877] Epoch: [288] [1020/2904] eta: 0:23:56 lr: 0.001821 loss: 0.1806 (0.1913) loss_rec_all: 0.2065 (0.2172) loss_rec_sfr: 0.2712 (0.2812) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [22:46:44.561042] Epoch: [288] [1040/2904] eta: 0:23:40 lr: 0.001821 loss: 0.1806 (0.1912) loss_rec_all: 0.2069 (0.2171) loss_rec_sfr: 0.2475 (0.2807) loss_cl: -0.2801 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [22:46:59.469664] Epoch: [288] [1060/2904] eta: 0:23:24 lr: 0.001821 loss: 0.1812 (0.1911) loss_rec_all: 0.2074 (0.2171) loss_rec_sfr: 0.2624 (0.2804) loss_cl: -0.2799 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [22:47:14.385388] Epoch: [288] [1080/2904] eta: 0:23:08 lr: 0.001821 loss: 0.1839 (0.1914) loss_rec_all: 0.2100 (0.2173) loss_rec_sfr: 0.2756 (0.2813) loss_cl: -0.2794 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [22:47:29.290987] Epoch: [288] [1100/2904] eta: 0:22:52 lr: 0.001821 loss: 0.1818 (0.1914) loss_rec_all: 0.2075 (0.2173) loss_rec_sfr: 0.2667 (0.2814) loss_cl: -0.2780 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [22:47:44.204415] Epoch: [288] [1120/2904] eta: 0:22:37 lr: 0.001821 loss: 0.1839 (0.1914) loss_rec_all: 0.2097 (0.2174) loss_rec_sfr: 0.2654 (0.2814) loss_cl: -0.2779 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [22:47:59.124922] Epoch: [288] [1140/2904] eta: 0:22:21 lr: 0.001821 loss: 0.1808 (0.1913) loss_rec_all: 0.2072 (0.2172) loss_rec_sfr: 0.2537 (0.2808) loss_cl: -0.2794 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [22:48:14.039335] Epoch: [288] [1160/2904] eta: 0:22:05 lr: 0.001821 loss: 0.1835 (0.1912) loss_rec_all: 0.2095 (0.2172) loss_rec_sfr: 0.2542 (0.2805) loss_cl: -0.2795 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [22:48:28.955500] Epoch: [288] [1180/2904] eta: 0:21:50 lr: 0.001821 loss: 0.1809 (0.1912) loss_rec_all: 0.2070 (0.2171) loss_rec_sfr: 0.2652 (0.2804) loss_cl: -0.2786 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [22:48:43.865572] Epoch: [288] [1200/2904] eta: 0:21:34 lr: 0.001821 loss: 0.1791 (0.1911) loss_rec_all: 0.2055 (0.2170) loss_rec_sfr: 0.2306 (0.2800) loss_cl: -0.2789 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [22:48:58.778128] Epoch: [288] [1220/2904] eta: 0:21:19 lr: 0.001821 loss: 0.1855 (0.1913) loss_rec_all: 0.2117 (0.2172) loss_rec_sfr: 0.2732 (0.2808) loss_cl: -0.2786 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [22:49:13.689484] Epoch: [288] [1240/2904] eta: 0:21:03 lr: 0.001821 loss: 0.1820 (0.1912) loss_rec_all: 0.2080 (0.2172) loss_rec_sfr: 0.2626 (0.2806) loss_cl: -0.2793 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [22:49:28.601396] Epoch: [288] [1260/2904] eta: 0:20:47 lr: 0.001821 loss: 0.1780 (0.1913) loss_rec_all: 0.2045 (0.2172) loss_rec_sfr: 0.2233 (0.2805) loss_cl: -0.2794 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [22:49:43.511752] Epoch: [288] [1280/2904] eta: 0:20:32 lr: 0.001821 loss: 0.1783 (0.1912) loss_rec_all: 0.2047 (0.2171) loss_rec_sfr: 0.2281 (0.2800) loss_cl: -0.2792 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [22:49:58.428054] Epoch: [288] [1300/2904] eta: 0:20:16 lr: 0.001821 loss: 0.1822 (0.1913) loss_rec_all: 0.2081 (0.2172) loss_rec_sfr: 0.2695 (0.2804) loss_cl: -0.2784 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [22:50:13.340840] Epoch: [288] [1320/2904] eta: 0:20:01 lr: 0.001821 loss: 0.1811 (0.1912) loss_rec_all: 0.2070 (0.2172) loss_rec_sfr: 0.2649 (0.2801) loss_cl: -0.2778 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [22:50:28.245526] Epoch: [288] [1340/2904] eta: 0:19:45 lr: 0.001821 loss: 0.1812 (0.1913) loss_rec_all: 0.2072 (0.2172) loss_rec_sfr: 0.2643 (0.2803) loss_cl: -0.2791 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [22:50:43.160234] Epoch: [288] [1360/2904] eta: 0:19:30 lr: 0.001821 loss: 0.1833 (0.1913) loss_rec_all: 0.2096 (0.2172) loss_rec_sfr: 0.2703 (0.2803) loss_cl: -0.2797 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [22:50:58.071425] Epoch: [288] [1380/2904] eta: 0:19:15 lr: 0.001821 loss: 0.1814 (0.1914) loss_rec_all: 0.2079 (0.2173) loss_rec_sfr: 0.2701 (0.2805) loss_cl: -0.2785 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [22:51:12.983948] Epoch: [288] [1400/2904] eta: 0:18:59 lr: 0.001821 loss: 0.1815 (0.1913) loss_rec_all: 0.2081 (0.2173) loss_rec_sfr: 0.2536 (0.2804) loss_cl: -0.2793 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [22:51:27.896232] Epoch: [288] [1420/2904] eta: 0:18:44 lr: 0.001821 loss: 0.1852 (0.1915) loss_rec_all: 0.2111 (0.2174) loss_rec_sfr: 0.2675 (0.2809) loss_cl: -0.2781 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [22:51:42.811158] Epoch: [288] [1440/2904] eta: 0:18:28 lr: 0.001821 loss: 0.1829 (0.1915) loss_rec_all: 0.2090 (0.2174) loss_rec_sfr: 0.2644 (0.2809) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [22:51:57.725082] Epoch: [288] [1460/2904] eta: 0:18:13 lr: 0.001821 loss: 0.1802 (0.1915) loss_rec_all: 0.2063 (0.2174) loss_rec_sfr: 0.2566 (0.2808) loss_cl: -0.2793 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [22:52:12.636797] Epoch: [288] [1480/2904] eta: 0:17:58 lr: 0.001821 loss: 0.1806 (0.1915) loss_rec_all: 0.2065 (0.2174) loss_rec_sfr: 0.2602 (0.2809) loss_cl: -0.2793 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [22:52:27.553011] Epoch: [288] [1500/2904] eta: 0:17:42 lr: 0.001821 loss: 0.1821 (0.1915) loss_rec_all: 0.2079 (0.2174) loss_rec_sfr: 0.2492 (0.2808) loss_cl: -0.2782 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [22:52:42.466501] Epoch: [288] [1520/2904] eta: 0:17:27 lr: 0.001821 loss: 0.1817 (0.1915) loss_rec_all: 0.2082 (0.2174) loss_rec_sfr: 0.2276 (0.2806) loss_cl: -0.2794 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [22:52:57.378943] Epoch: [288] [1540/2904] eta: 0:17:12 lr: 0.001821 loss: 0.1852 (0.1916) loss_rec_all: 0.2114 (0.2175) loss_rec_sfr: 0.2547 (0.2810) loss_cl: -0.2794 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [22:53:12.294970] Epoch: [288] [1560/2904] eta: 0:16:56 lr: 0.001820 loss: 0.1799 (0.1916) loss_rec_all: 0.2057 (0.2176) loss_rec_sfr: 0.2663 (0.2812) loss_cl: -0.2778 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [22:53:27.213398] Epoch: [288] [1580/2904] eta: 0:16:41 lr: 0.001820 loss: 0.1784 (0.1915) loss_rec_all: 0.2050 (0.2175) loss_rec_sfr: 0.2606 (0.2808) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [22:53:42.132020] Epoch: [288] [1600/2904] eta: 0:16:26 lr: 0.001820 loss: 0.1803 (0.1915) loss_rec_all: 0.2064 (0.2175) loss_rec_sfr: 0.2688 (0.2809) loss_cl: -0.2801 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [22:53:57.048797] Epoch: [288] [1620/2904] eta: 0:16:10 lr: 0.001820 loss: 0.1803 (0.1916) loss_rec_all: 0.2063 (0.2175) loss_rec_sfr: 0.2680 (0.2812) loss_cl: -0.2793 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [22:54:11.959523] Epoch: [288] [1640/2904] eta: 0:15:55 lr: 0.001820 loss: 0.1821 (0.1916) loss_rec_all: 0.2082 (0.2175) loss_rec_sfr: 0.2560 (0.2811) loss_cl: -0.2786 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [22:54:26.872942] Epoch: [288] [1660/2904] eta: 0:15:40 lr: 0.001820 loss: 0.1803 (0.1915) loss_rec_all: 0.2066 (0.2174) loss_rec_sfr: 0.2556 (0.2806) loss_cl: -0.2784 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [22:54:41.789462] Epoch: [288] [1680/2904] eta: 0:15:25 lr: 0.001820 loss: 0.1814 (0.1915) loss_rec_all: 0.2078 (0.2174) loss_rec_sfr: 0.2560 (0.2805) loss_cl: -0.2793 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [22:54:56.698285] Epoch: [288] [1700/2904] eta: 0:15:09 lr: 0.001820 loss: 0.1839 (0.1916) loss_rec_all: 0.2100 (0.2175) loss_rec_sfr: 0.2632 (0.2808) loss_cl: -0.2791 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [22:55:11.612322] Epoch: [288] [1720/2904] eta: 0:14:54 lr: 0.001820 loss: 0.1809 (0.1915) loss_rec_all: 0.2072 (0.2174) loss_rec_sfr: 0.2572 (0.2806) loss_cl: -0.2790 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [22:55:26.525004] Epoch: [288] [1740/2904] eta: 0:14:39 lr: 0.001820 loss: 0.1813 (0.1915) loss_rec_all: 0.2073 (0.2174) loss_rec_sfr: 0.2596 (0.2805) loss_cl: -0.2780 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [22:55:41.431317] Epoch: [288] [1760/2904] eta: 0:14:24 lr: 0.001820 loss: 0.1805 (0.1914) loss_rec_all: 0.2064 (0.2174) loss_rec_sfr: 0.2534 (0.2803) loss_cl: -0.2782 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [22:55:56.338913] Epoch: [288] [1780/2904] eta: 0:14:08 lr: 0.001820 loss: 0.1842 (0.1915) loss_rec_all: 0.2102 (0.2174) loss_rec_sfr: 0.2770 (0.2807) loss_cl: -0.2785 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [22:56:11.251968] Epoch: [288] [1800/2904] eta: 0:13:53 lr: 0.001820 loss: 0.1825 (0.1915) loss_rec_all: 0.2090 (0.2175) loss_rec_sfr: 0.2582 (0.2807) loss_cl: -0.2796 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [22:56:26.164663] Epoch: [288] [1820/2904] eta: 0:13:38 lr: 0.001820 loss: 0.1827 (0.1915) loss_rec_all: 0.2085 (0.2174) loss_rec_sfr: 0.2671 (0.2805) loss_cl: -0.2793 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [22:56:41.075497] Epoch: [288] [1840/2904] eta: 0:13:23 lr: 0.001820 loss: 0.1830 (0.1915) loss_rec_all: 0.2093 (0.2174) loss_rec_sfr: 0.2631 (0.2804) loss_cl: -0.2784 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [22:56:55.988821] Epoch: [288] [1860/2904] eta: 0:13:07 lr: 0.001820 loss: 0.1831 (0.1915) loss_rec_all: 0.2089 (0.2174) loss_rec_sfr: 0.2444 (0.2804) loss_cl: -0.2778 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [22:57:10.900101] Epoch: [288] [1880/2904] eta: 0:12:52 lr: 0.001820 loss: 0.1856 (0.1916) loss_rec_all: 0.2116 (0.2175) loss_rec_sfr: 0.2688 (0.2805) loss_cl: -0.2781 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [22:57:25.813144] Epoch: [288] [1900/2904] eta: 0:12:37 lr: 0.001820 loss: 0.1785 (0.1915) loss_rec_all: 0.2049 (0.2175) loss_rec_sfr: 0.2623 (0.2805) loss_cl: -0.2795 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [22:57:40.729743] Epoch: [288] [1920/2904] eta: 0:12:22 lr: 0.001820 loss: 0.1888 (0.1916) loss_rec_all: 0.2146 (0.2175) loss_rec_sfr: 0.2643 (0.2807) loss_cl: -0.2782 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [22:57:55.649349] Epoch: [288] [1940/2904] eta: 0:12:07 lr: 0.001820 loss: 0.1880 (0.1917) loss_rec_all: 0.2138 (0.2176) loss_rec_sfr: 0.2665 (0.2811) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [22:58:10.558899] Epoch: [288] [1960/2904] eta: 0:11:52 lr: 0.001820 loss: 0.1805 (0.1917) loss_rec_all: 0.2069 (0.2176) loss_rec_sfr: 0.2533 (0.2810) loss_cl: -0.2789 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [22:58:25.464981] Epoch: [288] [1980/2904] eta: 0:11:36 lr: 0.001820 loss: 0.1857 (0.1917) loss_rec_all: 0.2117 (0.2177) loss_rec_sfr: 0.2657 (0.2810) loss_cl: -0.2793 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [22:58:40.370893] Epoch: [288] [2000/2904] eta: 0:11:21 lr: 0.001820 loss: 0.1838 (0.1918) loss_rec_all: 0.2098 (0.2177) loss_rec_sfr: 0.2531 (0.2810) loss_cl: -0.2783 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [22:58:55.279267] Epoch: [288] [2020/2904] eta: 0:11:06 lr: 0.001820 loss: 0.1827 (0.1917) loss_rec_all: 0.2088 (0.2176) loss_rec_sfr: 0.2216 (0.2807) loss_cl: -0.2794 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [22:59:10.196891] Epoch: [288] [2040/2904] eta: 0:10:51 lr: 0.001820 loss: 0.1823 (0.1918) loss_rec_all: 0.2088 (0.2177) loss_rec_sfr: 0.2561 (0.2807) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [22:59:25.112876] Epoch: [288] [2060/2904] eta: 0:10:36 lr: 0.001820 loss: 0.1764 (0.1917) loss_rec_all: 0.2030 (0.2176) loss_rec_sfr: 0.2200 (0.2803) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [22:59:40.029949] Epoch: [288] [2080/2904] eta: 0:10:21 lr: 0.001820 loss: 0.1833 (0.1917) loss_rec_all: 0.2093 (0.2176) loss_rec_sfr: 0.2755 (0.2805) loss_cl: -0.2794 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [22:59:54.947763] Epoch: [288] [2100/2904] eta: 0:10:05 lr: 0.001820 loss: 0.1838 (0.1917) loss_rec_all: 0.2100 (0.2177) loss_rec_sfr: 0.2609 (0.2806) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [23:00:09.867880] Epoch: [288] [2120/2904] eta: 0:09:50 lr: 0.001820 loss: 0.1818 (0.1918) loss_rec_all: 0.2078 (0.2177) loss_rec_sfr: 0.2721 (0.2808) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [23:00:24.793047] Epoch: [288] [2140/2904] eta: 0:09:35 lr: 0.001820 loss: 0.1823 (0.1918) loss_rec_all: 0.2085 (0.2177) loss_rec_sfr: 0.2667 (0.2809) loss_cl: -0.2783 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [23:00:39.712523] Epoch: [288] [2160/2904] eta: 0:09:20 lr: 0.001820 loss: 0.1832 (0.1918) loss_rec_all: 0.2096 (0.2177) loss_rec_sfr: 0.2656 (0.2808) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [23:00:54.624218] Epoch: [288] [2180/2904] eta: 0:09:05 lr: 0.001820 loss: 0.1825 (0.1918) loss_rec_all: 0.2088 (0.2177) loss_rec_sfr: 0.2200 (0.2808) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [23:01:09.535940] Epoch: [288] [2200/2904] eta: 0:08:50 lr: 0.001820 loss: 0.1852 (0.1919) loss_rec_all: 0.2114 (0.2178) loss_rec_sfr: 0.2742 (0.2812) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [23:01:24.448127] Epoch: [288] [2220/2904] eta: 0:08:35 lr: 0.001820 loss: 0.1828 (0.1920) loss_rec_all: 0.2088 (0.2180) loss_rec_sfr: 0.2718 (0.2816) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [23:01:39.356615] Epoch: [288] [2240/2904] eta: 0:08:20 lr: 0.001819 loss: 0.1802 (0.1920) loss_rec_all: 0.2069 (0.2179) loss_rec_sfr: 0.2624 (0.2816) loss_cl: -0.2786 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [23:01:54.268437] Epoch: [288] [2260/2904] eta: 0:08:05 lr: 0.001819 loss: 0.1814 (0.1921) loss_rec_all: 0.2078 (0.2180) loss_rec_sfr: 0.2667 (0.2818) loss_cl: -0.2809 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [23:02:09.179921] Epoch: [288] [2280/2904] eta: 0:07:49 lr: 0.001819 loss: 0.1786 (0.1921) loss_rec_all: 0.2051 (0.2180) loss_rec_sfr: 0.2598 (0.2818) loss_cl: -0.2796 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [23:02:24.089215] Epoch: [288] [2300/2904] eta: 0:07:34 lr: 0.001819 loss: 0.1769 (0.1920) loss_rec_all: 0.2032 (0.2180) loss_rec_sfr: 0.2584 (0.2817) loss_cl: -0.2783 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [23:02:38.995802] Epoch: [288] [2320/2904] eta: 0:07:19 lr: 0.001819 loss: 0.1836 (0.1921) loss_rec_all: 0.2095 (0.2180) loss_rec_sfr: 0.2540 (0.2817) loss_cl: -0.2778 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [23:02:53.906142] Epoch: [288] [2340/2904] eta: 0:07:04 lr: 0.001819 loss: 0.1831 (0.1920) loss_rec_all: 0.2094 (0.2179) loss_rec_sfr: 0.2611 (0.2815) loss_cl: -0.2780 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [23:03:08.818178] Epoch: [288] [2360/2904] eta: 0:06:49 lr: 0.001819 loss: 0.1816 (0.1921) loss_rec_all: 0.2077 (0.2180) loss_rec_sfr: 0.2637 (0.2819) loss_cl: -0.2793 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [23:03:23.729571] Epoch: [288] [2380/2904] eta: 0:06:34 lr: 0.001819 loss: 0.1797 (0.1920) loss_rec_all: 0.2057 (0.2179) loss_rec_sfr: 0.2623 (0.2817) loss_cl: -0.2796 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [23:03:38.642651] Epoch: [288] [2400/2904] eta: 0:06:19 lr: 0.001819 loss: 0.1802 (0.1920) loss_rec_all: 0.2063 (0.2179) loss_rec_sfr: 0.2620 (0.2817) loss_cl: -0.2794 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [23:03:53.554867] Epoch: [288] [2420/2904] eta: 0:06:04 lr: 0.001819 loss: 0.1784 (0.1920) loss_rec_all: 0.2045 (0.2179) loss_rec_sfr: 0.2580 (0.2816) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [23:04:08.463384] Epoch: [288] [2440/2904] eta: 0:05:49 lr: 0.001819 loss: 0.1823 (0.1919) loss_rec_all: 0.2083 (0.2178) loss_rec_sfr: 0.2542 (0.2814) loss_cl: -0.2785 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [23:04:23.367339] Epoch: [288] [2460/2904] eta: 0:05:34 lr: 0.001819 loss: 0.1803 (0.1919) loss_rec_all: 0.2064 (0.2178) loss_rec_sfr: 0.2649 (0.2812) loss_cl: -0.2787 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [23:04:38.275670] Epoch: [288] [2480/2904] eta: 0:05:19 lr: 0.001819 loss: 0.1800 (0.1918) loss_rec_all: 0.2059 (0.2178) loss_rec_sfr: 0.2613 (0.2811) loss_cl: -0.2798 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [23:04:53.190161] Epoch: [288] [2500/2904] eta: 0:05:03 lr: 0.001819 loss: 0.1842 (0.1918) loss_rec_all: 0.2103 (0.2178) loss_rec_sfr: 0.2576 (0.2812) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [23:05:08.102954] Epoch: [288] [2520/2904] eta: 0:04:48 lr: 0.001819 loss: 0.1835 (0.1918) loss_rec_all: 0.2096 (0.2177) loss_rec_sfr: 0.2477 (0.2810) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [23:05:23.016061] Epoch: [288] [2540/2904] eta: 0:04:33 lr: 0.001819 loss: 0.1801 (0.1918) loss_rec_all: 0.2066 (0.2177) loss_rec_sfr: 0.2307 (0.2808) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [23:05:37.928623] Epoch: [288] [2560/2904] eta: 0:04:18 lr: 0.001819 loss: 0.1809 (0.1918) loss_rec_all: 0.2072 (0.2177) loss_rec_sfr: 0.2663 (0.2809) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [23:05:52.836049] Epoch: [288] [2580/2904] eta: 0:04:03 lr: 0.001819 loss: 0.1821 (0.1918) loss_rec_all: 0.2079 (0.2177) loss_rec_sfr: 0.2574 (0.2808) loss_cl: -0.2783 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [23:06:07.749514] Epoch: [288] [2600/2904] eta: 0:03:48 lr: 0.001819 loss: 0.1831 (0.1918) loss_rec_all: 0.2091 (0.2177) loss_rec_sfr: 0.2701 (0.2810) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [23:06:22.655955] Epoch: [288] [2620/2904] eta: 0:03:33 lr: 0.001819 loss: 0.1814 (0.1918) loss_rec_all: 0.2074 (0.2178) loss_rec_sfr: 0.2665 (0.2811) loss_cl: -0.2791 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [23:06:37.567470] Epoch: [288] [2640/2904] eta: 0:03:18 lr: 0.001819 loss: 0.1814 (0.1919) loss_rec_all: 0.2075 (0.2178) loss_rec_sfr: 0.2552 (0.2811) loss_cl: -0.2796 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [23:06:52.481847] Epoch: [288] [2660/2904] eta: 0:03:03 lr: 0.001819 loss: 0.1807 (0.1918) loss_rec_all: 0.2067 (0.2178) loss_rec_sfr: 0.2597 (0.2810) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [23:07:07.395589] Epoch: [288] [2680/2904] eta: 0:02:48 lr: 0.001819 loss: 0.1791 (0.1918) loss_rec_all: 0.2049 (0.2177) loss_rec_sfr: 0.2684 (0.2810) loss_cl: -0.2780 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [23:07:22.306566] Epoch: [288] [2700/2904] eta: 0:02:33 lr: 0.001819 loss: 0.1795 (0.1918) loss_rec_all: 0.2053 (0.2177) loss_rec_sfr: 0.2666 (0.2810) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [23:07:37.213498] Epoch: [288] [2720/2904] eta: 0:02:18 lr: 0.001819 loss: 0.1803 (0.1918) loss_rec_all: 0.2063 (0.2177) loss_rec_sfr: 0.2616 (0.2811) loss_cl: -0.2793 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [23:07:52.122627] Epoch: [288] [2740/2904] eta: 0:02:03 lr: 0.001819 loss: 0.1781 (0.1917) loss_rec_all: 0.2045 (0.2177) loss_rec_sfr: 0.2593 (0.2809) loss_cl: -0.2791 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [23:08:07.035368] Epoch: [288] [2760/2904] eta: 0:01:48 lr: 0.001819 loss: 0.1831 (0.1918) loss_rec_all: 0.2097 (0.2177) loss_rec_sfr: 0.2561 (0.2810) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [23:08:21.951597] Epoch: [288] [2780/2904] eta: 0:01:33 lr: 0.001819 loss: 0.1827 (0.1918) loss_rec_all: 0.2088 (0.2177) loss_rec_sfr: 0.2634 (0.2811) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [23:08:36.864109] Epoch: [288] [2800/2904] eta: 0:01:18 lr: 0.001819 loss: 0.1792 (0.1918) loss_rec_all: 0.2056 (0.2177) loss_rec_sfr: 0.2710 (0.2811) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [23:08:51.779457] Epoch: [288] [2820/2904] eta: 0:01:03 lr: 0.001819 loss: 0.1791 (0.1917) loss_rec_all: 0.2051 (0.2177) loss_rec_sfr: 0.2550 (0.2810) loss_cl: -0.2784 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [23:09:06.763614] Epoch: [288] [2840/2904] eta: 0:00:48 lr: 0.001819 loss: 0.1841 (0.1918) loss_rec_all: 0.2099 (0.2177) loss_rec_sfr: 0.2649 (0.2811) loss_cl: -0.2789 (-0.2788) time: 0.7492 data: 0.0024 max mem: 29860 [23:09:21.665810] Epoch: [288] [2860/2904] eta: 0:00:33 lr: 0.001819 loss: 0.1814 (0.1917) loss_rec_all: 0.2076 (0.2176) loss_rec_sfr: 0.2611 (0.2810) loss_cl: -0.2794 (-0.2788) time: 0.7451 data: 0.0001 max mem: 29860 [23:09:36.571769] Epoch: [288] [2880/2904] eta: 0:00:18 lr: 0.001819 loss: 0.1772 (0.1916) loss_rec_all: 0.2035 (0.2176) loss_rec_sfr: 0.2272 (0.2807) loss_cl: -0.2793 (-0.2788) time: 0.7453 data: 0.0001 max mem: 29860 [23:09:51.477740] Epoch: [288] [2900/2904] eta: 0:00:03 lr: 0.001819 loss: 0.1799 (0.1916) loss_rec_all: 0.2066 (0.2175) loss_rec_sfr: 0.2615 (0.2805) loss_cl: -0.2793 (-0.2788) time: 0.7453 data: 0.0001 max mem: 29860 [23:09:53.721925] Epoch: [288] [2903/2904] eta: 0:00:00 lr: 0.001819 loss: 0.1801 (0.1916) loss_rec_all: 0.2066 (0.2175) loss_rec_sfr: 0.2596 (0.2805) loss_cl: -0.2795 (-0.2788) time: 0.7453 data: 0.0001 max mem: 29860 [23:09:55.887810] Epoch: [288] Total time: 0:36:24 (0.7523 s / it) [23:09:55.903375] Averaged stats: lr: 0.001819 loss: 0.1801 (0.1942) loss_rec_all: 0.2066 (0.2178) loss_rec_sfr: 0.2596 (0.2817) loss_cl: -0.2795 (-0.2556) [23:09:55.908544] log_dir: ./checkpoint/VF2_ViT-B [23:10:14.958357] Epoch: [289] [ 0/2904] eta: 15:21:57 lr: 0.001819 loss: 0.2306 (0.2306) loss_rec_all: 0.2552 (0.2552) loss_rec_sfr: 0.4397 (0.4397) loss_cl: -0.2765 (-0.2765) time: 19.0489 data: 17.3842 max mem: 29860 [23:10:30.522891] Epoch: [289] [ 20/2904] eta: 1:19:13 lr: 0.001818 loss: 0.1828 (0.1972) loss_rec_all: 0.2090 (0.2230) loss_rec_sfr: 0.2553 (0.2995) loss_cl: -0.2800 (-0.2794) time: 0.7782 data: 0.0335 max mem: 29860 [23:10:45.420627] Epoch: [289] [ 40/2904] eta: 0:57:38 lr: 0.001818 loss: 0.1866 (0.2026) loss_rec_all: 0.2124 (0.2282) loss_rec_sfr: 0.2782 (0.3167) loss_cl: -0.2782 (-0.2786) time: 0.7448 data: 0.0002 max mem: 29860 [23:11:00.301479] Epoch: [289] [ 60/2904] eta: 0:50:02 lr: 0.001818 loss: 0.1851 (0.2006) loss_rec_all: 0.2111 (0.2263) loss_rec_sfr: 0.2660 (0.3151) loss_cl: -0.2791 (-0.2787) time: 0.7440 data: 0.0002 max mem: 29860 [23:11:15.190723] Epoch: [289] [ 80/2904] eta: 0:46:03 lr: 0.001818 loss: 0.1810 (0.1984) loss_rec_all: 0.2070 (0.2241) loss_rec_sfr: 0.2661 (0.3083) loss_cl: -0.2785 (-0.2786) time: 0.7444 data: 0.0002 max mem: 29860 [23:11:30.096236] Epoch: [289] [ 100/2904] eta: 0:43:34 lr: 0.001818 loss: 0.1797 (0.1965) loss_rec_all: 0.2057 (0.2223) loss_rec_sfr: 0.2642 (0.3013) loss_cl: -0.2793 (-0.2787) time: 0.7452 data: 0.0002 max mem: 29860 [23:11:45.009590] Epoch: [289] [ 120/2904] eta: 0:41:50 lr: 0.001818 loss: 0.1795 (0.1962) loss_rec_all: 0.2057 (0.2219) loss_rec_sfr: 0.2658 (0.3002) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [23:11:59.923262] Epoch: [289] [ 140/2904] eta: 0:40:30 lr: 0.001818 loss: 0.1793 (0.1959) loss_rec_all: 0.2055 (0.2217) loss_rec_sfr: 0.2469 (0.2976) loss_cl: -0.2793 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [23:12:14.860447] Epoch: [289] [ 160/2904] eta: 0:39:28 lr: 0.001818 loss: 0.1824 (0.1961) loss_rec_all: 0.2084 (0.2219) loss_rec_sfr: 0.2703 (0.2984) loss_cl: -0.2789 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [23:12:29.773717] Epoch: [289] [ 180/2904] eta: 0:38:35 lr: 0.001818 loss: 0.1802 (0.1956) loss_rec_all: 0.2064 (0.2214) loss_rec_sfr: 0.2711 (0.2976) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [23:12:44.821323] Epoch: [289] [ 200/2904] eta: 0:37:52 lr: 0.001818 loss: 0.1847 (0.1964) loss_rec_all: 0.2105 (0.2222) loss_rec_sfr: 0.2765 (0.2998) loss_cl: -0.2787 (-0.2788) time: 0.7523 data: 0.0002 max mem: 29860 [23:12:59.729640] Epoch: [289] [ 220/2904] eta: 0:37:12 lr: 0.001818 loss: 0.1817 (0.1953) loss_rec_all: 0.2076 (0.2211) loss_rec_sfr: 0.2554 (0.2956) loss_cl: -0.2789 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [23:13:14.634770] Epoch: [289] [ 240/2904] eta: 0:36:36 lr: 0.001818 loss: 0.1809 (0.1949) loss_rec_all: 0.2070 (0.2207) loss_rec_sfr: 0.2674 (0.2947) loss_cl: -0.2792 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [23:13:29.543215] Epoch: [289] [ 260/2904] eta: 0:36:04 lr: 0.001818 loss: 0.1803 (0.1943) loss_rec_all: 0.2070 (0.2201) loss_rec_sfr: 0.2613 (0.2921) loss_cl: -0.2790 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [23:13:44.450965] Epoch: [289] [ 280/2904] eta: 0:35:34 lr: 0.001818 loss: 0.1835 (0.1946) loss_rec_all: 0.2095 (0.2205) loss_rec_sfr: 0.2730 (0.2931) loss_cl: -0.2794 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [23:13:59.374007] Epoch: [289] [ 300/2904] eta: 0:35:06 lr: 0.001818 loss: 0.1791 (0.1946) loss_rec_all: 0.2054 (0.2205) loss_rec_sfr: 0.2632 (0.2933) loss_cl: -0.2790 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [23:14:14.285433] Epoch: [289] [ 320/2904] eta: 0:34:39 lr: 0.001818 loss: 0.1839 (0.1946) loss_rec_all: 0.2099 (0.2204) loss_rec_sfr: 0.2614 (0.2931) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [23:14:29.219795] Epoch: [289] [ 340/2904] eta: 0:34:14 lr: 0.001818 loss: 0.1847 (0.1947) loss_rec_all: 0.2106 (0.2205) loss_rec_sfr: 0.2665 (0.2932) loss_cl: -0.2788 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [23:14:44.134848] Epoch: [289] [ 360/2904] eta: 0:33:51 lr: 0.001818 loss: 0.1853 (0.1953) loss_rec_all: 0.2115 (0.2212) loss_rec_sfr: 0.2674 (0.2951) loss_cl: -0.2790 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [23:14:59.072353] Epoch: [289] [ 380/2904] eta: 0:33:28 lr: 0.001818 loss: 0.1910 (0.1957) loss_rec_all: 0.2169 (0.2215) loss_rec_sfr: 0.2654 (0.2961) loss_cl: -0.2779 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [23:15:13.984156] Epoch: [289] [ 400/2904] eta: 0:33:06 lr: 0.001818 loss: 0.1835 (0.1951) loss_rec_all: 0.2098 (0.2210) loss_rec_sfr: 0.2582 (0.2938) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [23:15:28.892932] Epoch: [289] [ 420/2904] eta: 0:32:44 lr: 0.001818 loss: 0.1858 (0.1952) loss_rec_all: 0.2120 (0.2210) loss_rec_sfr: 0.2576 (0.2936) loss_cl: -0.2794 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [23:15:43.800655] Epoch: [289] [ 440/2904] eta: 0:32:23 lr: 0.001818 loss: 0.1797 (0.1949) loss_rec_all: 0.2063 (0.2208) loss_rec_sfr: 0.2643 (0.2928) loss_cl: -0.2794 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [23:15:58.710874] Epoch: [289] [ 460/2904] eta: 0:32:03 lr: 0.001818 loss: 0.1853 (0.1950) loss_rec_all: 0.2116 (0.2208) loss_rec_sfr: 0.2659 (0.2928) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [23:16:13.619331] Epoch: [289] [ 480/2904] eta: 0:31:43 lr: 0.001818 loss: 0.1852 (0.1953) loss_rec_all: 0.2112 (0.2211) loss_rec_sfr: 0.2688 (0.2939) loss_cl: -0.2780 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [23:16:28.530204] Epoch: [289] [ 500/2904] eta: 0:31:23 lr: 0.001818 loss: 0.1797 (0.1949) loss_rec_all: 0.2058 (0.2208) loss_rec_sfr: 0.2729 (0.2931) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [23:16:43.442162] Epoch: [289] [ 520/2904] eta: 0:31:04 lr: 0.001818 loss: 0.1888 (0.1952) loss_rec_all: 0.2148 (0.2210) loss_rec_sfr: 0.2608 (0.2936) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [23:16:58.351446] Epoch: [289] [ 540/2904] eta: 0:30:45 lr: 0.001818 loss: 0.1820 (0.1950) loss_rec_all: 0.2079 (0.2208) loss_rec_sfr: 0.2700 (0.2931) loss_cl: -0.2793 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [23:17:13.266500] Epoch: [289] [ 560/2904] eta: 0:30:27 lr: 0.001818 loss: 0.1854 (0.1953) loss_rec_all: 0.2115 (0.2212) loss_rec_sfr: 0.2686 (0.2943) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [23:17:28.178768] Epoch: [289] [ 580/2904] eta: 0:30:08 lr: 0.001818 loss: 0.1824 (0.1952) loss_rec_all: 0.2088 (0.2210) loss_rec_sfr: 0.2682 (0.2938) loss_cl: -0.2782 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [23:17:43.086132] Epoch: [289] [ 600/2904] eta: 0:29:50 lr: 0.001818 loss: 0.1819 (0.1952) loss_rec_all: 0.2080 (0.2210) loss_rec_sfr: 0.2662 (0.2936) loss_cl: -0.2794 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [23:17:57.998215] Epoch: [289] [ 620/2904] eta: 0:29:32 lr: 0.001818 loss: 0.1782 (0.1949) loss_rec_all: 0.2045 (0.2208) loss_rec_sfr: 0.2286 (0.2923) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [23:18:12.911854] Epoch: [289] [ 640/2904] eta: 0:29:15 lr: 0.001818 loss: 0.1827 (0.1950) loss_rec_all: 0.2088 (0.2208) loss_rec_sfr: 0.2675 (0.2925) loss_cl: -0.2778 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [23:18:27.823699] Epoch: [289] [ 660/2904] eta: 0:28:57 lr: 0.001818 loss: 0.1827 (0.1948) loss_rec_all: 0.2086 (0.2207) loss_rec_sfr: 0.2539 (0.2920) loss_cl: -0.2780 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [23:18:42.737087] Epoch: [289] [ 680/2904] eta: 0:28:40 lr: 0.001818 loss: 0.1811 (0.1944) loss_rec_all: 0.2072 (0.2203) loss_rec_sfr: 0.2557 (0.2907) loss_cl: -0.2796 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [23:18:57.649909] Epoch: [289] [ 700/2904] eta: 0:28:23 lr: 0.001817 loss: 0.1806 (0.1944) loss_rec_all: 0.2067 (0.2202) loss_rec_sfr: 0.2543 (0.2904) loss_cl: -0.2799 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [23:19:12.559397] Epoch: [289] [ 720/2904] eta: 0:28:06 lr: 0.001817 loss: 0.1829 (0.1942) loss_rec_all: 0.2087 (0.2201) loss_rec_sfr: 0.2594 (0.2897) loss_cl: -0.2788 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [23:19:27.467649] Epoch: [289] [ 740/2904] eta: 0:27:49 lr: 0.001817 loss: 0.1765 (0.1940) loss_rec_all: 0.2028 (0.2199) loss_rec_sfr: 0.2600 (0.2894) loss_cl: -0.2788 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [23:19:42.378796] Epoch: [289] [ 760/2904] eta: 0:27:32 lr: 0.001817 loss: 0.1807 (0.1938) loss_rec_all: 0.2070 (0.2197) loss_rec_sfr: 0.2422 (0.2885) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [23:19:57.291167] Epoch: [289] [ 780/2904] eta: 0:27:15 lr: 0.001817 loss: 0.1827 (0.1937) loss_rec_all: 0.2086 (0.2196) loss_rec_sfr: 0.2613 (0.2882) loss_cl: -0.2795 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [23:20:12.206694] Epoch: [289] [ 800/2904] eta: 0:26:58 lr: 0.001817 loss: 0.1832 (0.1939) loss_rec_all: 0.2098 (0.2198) loss_rec_sfr: 0.2616 (0.2888) loss_cl: -0.2783 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [23:20:27.132943] Epoch: [289] [ 820/2904] eta: 0:26:42 lr: 0.001817 loss: 0.1783 (0.1936) loss_rec_all: 0.2047 (0.2195) loss_rec_sfr: 0.2500 (0.2878) loss_cl: -0.2788 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [23:20:42.058962] Epoch: [289] [ 840/2904] eta: 0:26:25 lr: 0.001817 loss: 0.1833 (0.1935) loss_rec_all: 0.2094 (0.2194) loss_rec_sfr: 0.2638 (0.2873) loss_cl: -0.2799 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [23:20:56.971785] Epoch: [289] [ 860/2904] eta: 0:26:09 lr: 0.001817 loss: 0.1827 (0.1935) loss_rec_all: 0.2090 (0.2194) loss_rec_sfr: 0.2685 (0.2876) loss_cl: -0.2794 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [23:21:11.882129] Epoch: [289] [ 880/2904] eta: 0:25:52 lr: 0.001817 loss: 0.1793 (0.1935) loss_rec_all: 0.2055 (0.2194) loss_rec_sfr: 0.2726 (0.2876) loss_cl: -0.2789 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [23:21:26.795166] Epoch: [289] [ 900/2904] eta: 0:25:36 lr: 0.001817 loss: 0.1836 (0.1936) loss_rec_all: 0.2099 (0.2195) loss_rec_sfr: 0.2752 (0.2880) loss_cl: -0.2780 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [23:21:41.706753] Epoch: [289] [ 920/2904] eta: 0:25:20 lr: 0.001817 loss: 0.1790 (0.1934) loss_rec_all: 0.2053 (0.2193) loss_rec_sfr: 0.2679 (0.2876) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [23:21:56.620207] Epoch: [289] [ 940/2904] eta: 0:25:04 lr: 0.001817 loss: 0.1841 (0.1935) loss_rec_all: 0.2104 (0.2194) loss_rec_sfr: 0.2637 (0.2877) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [23:22:11.533512] Epoch: [289] [ 960/2904] eta: 0:24:48 lr: 0.001817 loss: 0.1786 (0.1935) loss_rec_all: 0.2050 (0.2194) loss_rec_sfr: 0.2598 (0.2878) loss_cl: -0.2784 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [23:22:26.447426] Epoch: [289] [ 980/2904] eta: 0:24:31 lr: 0.001817 loss: 0.1780 (0.1934) loss_rec_all: 0.2043 (0.2193) loss_rec_sfr: 0.2222 (0.2871) loss_cl: -0.2795 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [23:22:41.358788] Epoch: [289] [1000/2904] eta: 0:24:15 lr: 0.001817 loss: 0.1805 (0.1933) loss_rec_all: 0.2067 (0.2192) loss_rec_sfr: 0.2642 (0.2870) loss_cl: -0.2797 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [23:22:56.266502] Epoch: [289] [1020/2904] eta: 0:23:59 lr: 0.001817 loss: 0.1815 (0.1932) loss_rec_all: 0.2080 (0.2191) loss_rec_sfr: 0.2588 (0.2864) loss_cl: -0.2787 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [23:23:11.174984] Epoch: [289] [1040/2904] eta: 0:23:43 lr: 0.001817 loss: 0.1833 (0.1931) loss_rec_all: 0.2094 (0.2190) loss_rec_sfr: 0.2591 (0.2862) loss_cl: -0.2780 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [23:23:26.080982] Epoch: [289] [1060/2904] eta: 0:23:27 lr: 0.001817 loss: 0.1822 (0.1932) loss_rec_all: 0.2085 (0.2190) loss_rec_sfr: 0.2630 (0.2861) loss_cl: -0.2786 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [23:23:40.990388] Epoch: [289] [1080/2904] eta: 0:23:12 lr: 0.001817 loss: 0.1828 (0.1931) loss_rec_all: 0.2088 (0.2190) loss_rec_sfr: 0.2548 (0.2857) loss_cl: -0.2789 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [23:23:55.895161] Epoch: [289] [1100/2904] eta: 0:22:56 lr: 0.001817 loss: 0.1845 (0.1931) loss_rec_all: 0.2107 (0.2190) loss_rec_sfr: 0.2667 (0.2860) loss_cl: -0.2786 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [23:24:10.806719] Epoch: [289] [1120/2904] eta: 0:22:40 lr: 0.001817 loss: 0.1833 (0.1932) loss_rec_all: 0.2096 (0.2191) loss_rec_sfr: 0.2541 (0.2861) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [23:24:25.717034] Epoch: [289] [1140/2904] eta: 0:22:24 lr: 0.001817 loss: 0.1821 (0.1932) loss_rec_all: 0.2088 (0.2191) loss_rec_sfr: 0.2631 (0.2860) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [23:24:40.632278] Epoch: [289] [1160/2904] eta: 0:22:08 lr: 0.001817 loss: 0.1801 (0.1932) loss_rec_all: 0.2063 (0.2191) loss_rec_sfr: 0.2672 (0.2861) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [23:24:55.548716] Epoch: [289] [1180/2904] eta: 0:21:53 lr: 0.001817 loss: 0.1818 (0.1932) loss_rec_all: 0.2080 (0.2191) loss_rec_sfr: 0.2627 (0.2861) loss_cl: -0.2794 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [23:25:10.457740] Epoch: [289] [1200/2904] eta: 0:21:37 lr: 0.001817 loss: 0.1831 (0.1932) loss_rec_all: 0.2095 (0.2191) loss_rec_sfr: 0.2659 (0.2860) loss_cl: -0.2794 (-0.2788) time: 0.7454 data: 0.0004 max mem: 29860 [23:25:25.362396] Epoch: [289] [1220/2904] eta: 0:21:21 lr: 0.001817 loss: 0.1808 (0.1933) loss_rec_all: 0.2068 (0.2192) loss_rec_sfr: 0.2795 (0.2867) loss_cl: -0.2792 (-0.2788) time: 0.7452 data: 0.0004 max mem: 29860 [23:25:40.276558] Epoch: [289] [1240/2904] eta: 0:21:06 lr: 0.001817 loss: 0.1776 (0.1932) loss_rec_all: 0.2035 (0.2191) loss_rec_sfr: 0.2333 (0.2862) loss_cl: -0.2782 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [23:25:55.203975] Epoch: [289] [1260/2904] eta: 0:20:50 lr: 0.001817 loss: 0.1823 (0.1932) loss_rec_all: 0.2083 (0.2191) loss_rec_sfr: 0.2556 (0.2859) loss_cl: -0.2787 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [23:26:10.119963] Epoch: [289] [1280/2904] eta: 0:20:34 lr: 0.001817 loss: 0.1843 (0.1932) loss_rec_all: 0.2103 (0.2191) loss_rec_sfr: 0.2664 (0.2861) loss_cl: -0.2796 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [23:26:25.033731] Epoch: [289] [1300/2904] eta: 0:20:19 lr: 0.001817 loss: 0.1826 (0.1932) loss_rec_all: 0.2088 (0.2191) loss_rec_sfr: 0.2598 (0.2860) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [23:26:39.943448] Epoch: [289] [1320/2904] eta: 0:20:03 lr: 0.001817 loss: 0.1825 (0.1933) loss_rec_all: 0.2089 (0.2192) loss_rec_sfr: 0.2621 (0.2862) loss_cl: -0.2785 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [23:26:54.858555] Epoch: [289] [1340/2904] eta: 0:19:48 lr: 0.001817 loss: 0.1824 (0.1932) loss_rec_all: 0.2082 (0.2191) loss_rec_sfr: 0.2572 (0.2859) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [23:27:09.770243] Epoch: [289] [1360/2904] eta: 0:19:32 lr: 0.001817 loss: 0.1816 (0.1933) loss_rec_all: 0.2079 (0.2192) loss_rec_sfr: 0.2571 (0.2861) loss_cl: -0.2793 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [23:27:24.676073] Epoch: [289] [1380/2904] eta: 0:19:17 lr: 0.001816 loss: 0.1813 (0.1932) loss_rec_all: 0.2070 (0.2190) loss_rec_sfr: 0.2630 (0.2857) loss_cl: -0.2792 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [23:27:39.593460] Epoch: [289] [1400/2904] eta: 0:19:01 lr: 0.001816 loss: 0.1812 (0.1930) loss_rec_all: 0.2073 (0.2189) loss_rec_sfr: 0.2548 (0.2851) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [23:27:54.511356] Epoch: [289] [1420/2904] eta: 0:18:46 lr: 0.001816 loss: 0.1815 (0.1929) loss_rec_all: 0.2075 (0.2188) loss_rec_sfr: 0.2250 (0.2847) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [23:28:09.445066] Epoch: [289] [1440/2904] eta: 0:18:30 lr: 0.001816 loss: 0.1888 (0.1930) loss_rec_all: 0.2149 (0.2188) loss_rec_sfr: 0.2586 (0.2847) loss_cl: -0.2783 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [23:28:24.374701] Epoch: [289] [1460/2904] eta: 0:18:15 lr: 0.001816 loss: 0.1797 (0.1928) loss_rec_all: 0.2063 (0.2187) loss_rec_sfr: 0.2545 (0.2844) loss_cl: -0.2792 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [23:28:39.305079] Epoch: [289] [1480/2904] eta: 0:18:00 lr: 0.001816 loss: 0.1821 (0.1928) loss_rec_all: 0.2086 (0.2187) loss_rec_sfr: 0.2599 (0.2843) loss_cl: -0.2786 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [23:28:54.236216] Epoch: [289] [1500/2904] eta: 0:17:44 lr: 0.001816 loss: 0.1851 (0.1928) loss_rec_all: 0.2109 (0.2187) loss_rec_sfr: 0.2609 (0.2840) loss_cl: -0.2786 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [23:29:09.169080] Epoch: [289] [1520/2904] eta: 0:17:29 lr: 0.001816 loss: 0.1818 (0.1928) loss_rec_all: 0.2078 (0.2187) loss_rec_sfr: 0.2658 (0.2841) loss_cl: -0.2789 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [23:29:24.092586] Epoch: [289] [1540/2904] eta: 0:17:13 lr: 0.001816 loss: 0.1805 (0.1927) loss_rec_all: 0.2069 (0.2186) loss_rec_sfr: 0.2268 (0.2838) loss_cl: -0.2791 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [23:29:39.014079] Epoch: [289] [1560/2904] eta: 0:16:58 lr: 0.001816 loss: 0.1806 (0.1926) loss_rec_all: 0.2067 (0.2185) loss_rec_sfr: 0.2249 (0.2834) loss_cl: -0.2802 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [23:29:53.932578] Epoch: [289] [1580/2904] eta: 0:16:43 lr: 0.001816 loss: 0.1777 (0.1927) loss_rec_all: 0.2039 (0.2186) loss_rec_sfr: 0.2662 (0.2835) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [23:30:08.858655] Epoch: [289] [1600/2904] eta: 0:16:27 lr: 0.001816 loss: 0.1781 (0.1926) loss_rec_all: 0.2042 (0.2185) loss_rec_sfr: 0.2628 (0.2832) loss_cl: -0.2794 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [23:30:23.780146] Epoch: [289] [1620/2904] eta: 0:16:12 lr: 0.001816 loss: 0.1796 (0.1925) loss_rec_all: 0.2055 (0.2184) loss_rec_sfr: 0.2339 (0.2830) loss_cl: -0.2792 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [23:30:38.703626] Epoch: [289] [1640/2904] eta: 0:15:57 lr: 0.001816 loss: 0.1805 (0.1925) loss_rec_all: 0.2065 (0.2184) loss_rec_sfr: 0.2647 (0.2829) loss_cl: -0.2786 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [23:30:53.621314] Epoch: [289] [1660/2904] eta: 0:15:41 lr: 0.001816 loss: 0.1793 (0.1924) loss_rec_all: 0.2052 (0.2183) loss_rec_sfr: 0.2622 (0.2828) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [23:31:08.543320] Epoch: [289] [1680/2904] eta: 0:15:26 lr: 0.001816 loss: 0.1801 (0.1924) loss_rec_all: 0.2061 (0.2183) loss_rec_sfr: 0.2554 (0.2828) loss_cl: -0.2787 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [23:31:23.470495] Epoch: [289] [1700/2904] eta: 0:15:11 lr: 0.001816 loss: 0.1845 (0.1924) loss_rec_all: 0.2106 (0.2183) loss_rec_sfr: 0.2663 (0.2829) loss_cl: -0.2793 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [23:31:38.392867] Epoch: [289] [1720/2904] eta: 0:14:56 lr: 0.001816 loss: 0.1790 (0.1923) loss_rec_all: 0.2051 (0.2182) loss_rec_sfr: 0.2604 (0.2826) loss_cl: -0.2787 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [23:31:53.314968] Epoch: [289] [1740/2904] eta: 0:14:40 lr: 0.001816 loss: 0.1791 (0.1922) loss_rec_all: 0.2056 (0.2181) loss_rec_sfr: 0.2618 (0.2824) loss_cl: -0.2791 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [23:32:08.236728] Epoch: [289] [1760/2904] eta: 0:14:25 lr: 0.001816 loss: 0.1809 (0.1922) loss_rec_all: 0.2068 (0.2181) loss_rec_sfr: 0.2678 (0.2824) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [23:32:23.162525] Epoch: [289] [1780/2904] eta: 0:14:10 lr: 0.001816 loss: 0.1805 (0.1922) loss_rec_all: 0.2066 (0.2181) loss_rec_sfr: 0.2598 (0.2821) loss_cl: -0.2787 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [23:32:38.086818] Epoch: [289] [1800/2904] eta: 0:13:54 lr: 0.001816 loss: 0.1846 (0.1922) loss_rec_all: 0.2107 (0.2181) loss_rec_sfr: 0.2641 (0.2823) loss_cl: -0.2801 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [23:32:53.016011] Epoch: [289] [1820/2904] eta: 0:13:39 lr: 0.001816 loss: 0.1813 (0.1922) loss_rec_all: 0.2075 (0.2181) loss_rec_sfr: 0.2642 (0.2822) loss_cl: -0.2797 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [23:33:07.941427] Epoch: [289] [1840/2904] eta: 0:13:24 lr: 0.001816 loss: 0.1814 (0.1921) loss_rec_all: 0.2078 (0.2180) loss_rec_sfr: 0.2674 (0.2821) loss_cl: -0.2794 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [23:33:22.862447] Epoch: [289] [1860/2904] eta: 0:13:09 lr: 0.001816 loss: 0.1811 (0.1921) loss_rec_all: 0.2071 (0.2180) loss_rec_sfr: 0.2618 (0.2821) loss_cl: -0.2782 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [23:33:37.785894] Epoch: [289] [1880/2904] eta: 0:12:54 lr: 0.001816 loss: 0.1887 (0.1923) loss_rec_all: 0.2148 (0.2182) loss_rec_sfr: 0.2674 (0.2826) loss_cl: -0.2791 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [23:33:52.711170] Epoch: [289] [1900/2904] eta: 0:12:38 lr: 0.001816 loss: 0.1768 (0.1922) loss_rec_all: 0.2031 (0.2181) loss_rec_sfr: 0.2618 (0.2824) loss_cl: -0.2798 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [23:34:07.640675] Epoch: [289] [1920/2904] eta: 0:12:23 lr: 0.001816 loss: 0.1827 (0.1922) loss_rec_all: 0.2093 (0.2181) loss_rec_sfr: 0.2291 (0.2820) loss_cl: -0.2790 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [23:34:22.579836] Epoch: [289] [1940/2904] eta: 0:12:08 lr: 0.001816 loss: 0.1804 (0.1922) loss_rec_all: 0.2065 (0.2181) loss_rec_sfr: 0.2605 (0.2821) loss_cl: -0.2786 (-0.2789) time: 0.7469 data: 0.0002 max mem: 29860 [23:34:37.503230] Epoch: [289] [1960/2904] eta: 0:11:53 lr: 0.001816 loss: 0.1873 (0.1922) loss_rec_all: 0.2135 (0.2181) loss_rec_sfr: 0.2593 (0.2822) loss_cl: -0.2783 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [23:34:52.442401] Epoch: [289] [1980/2904] eta: 0:11:37 lr: 0.001816 loss: 0.1798 (0.1922) loss_rec_all: 0.2063 (0.2181) loss_rec_sfr: 0.2635 (0.2821) loss_cl: -0.2798 (-0.2789) time: 0.7469 data: 0.0002 max mem: 29860 [23:35:07.375500] Epoch: [289] [2000/2904] eta: 0:11:22 lr: 0.001816 loss: 0.1836 (0.1922) loss_rec_all: 0.2099 (0.2182) loss_rec_sfr: 0.2638 (0.2823) loss_cl: -0.2790 (-0.2789) time: 0.7466 data: 0.0002 max mem: 29860 [23:35:22.312336] Epoch: [289] [2020/2904] eta: 0:11:07 lr: 0.001816 loss: 0.1876 (0.1923) loss_rec_all: 0.2137 (0.2182) loss_rec_sfr: 0.2668 (0.2825) loss_cl: -0.2786 (-0.2789) time: 0.7468 data: 0.0002 max mem: 29860 [23:35:37.244642] Epoch: [289] [2040/2904] eta: 0:10:52 lr: 0.001816 loss: 0.1832 (0.1923) loss_rec_all: 0.2093 (0.2182) loss_rec_sfr: 0.2663 (0.2825) loss_cl: -0.2793 (-0.2789) time: 0.7466 data: 0.0002 max mem: 29860 [23:35:52.180443] Epoch: [289] [2060/2904] eta: 0:10:37 lr: 0.001816 loss: 0.1809 (0.1923) loss_rec_all: 0.2070 (0.2182) loss_rec_sfr: 0.2566 (0.2822) loss_cl: -0.2797 (-0.2789) time: 0.7467 data: 0.0002 max mem: 29860 [23:36:07.114301] Epoch: [289] [2080/2904] eta: 0:10:22 lr: 0.001815 loss: 0.1810 (0.1923) loss_rec_all: 0.2075 (0.2182) loss_rec_sfr: 0.2664 (0.2824) loss_cl: -0.2787 (-0.2789) time: 0.7467 data: 0.0002 max mem: 29860 [23:36:22.045884] Epoch: [289] [2100/2904] eta: 0:10:06 lr: 0.001815 loss: 0.1780 (0.1922) loss_rec_all: 0.2042 (0.2182) loss_rec_sfr: 0.2598 (0.2822) loss_cl: -0.2783 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [23:36:36.977913] Epoch: [289] [2120/2904] eta: 0:09:51 lr: 0.001815 loss: 0.1842 (0.1922) loss_rec_all: 0.2105 (0.2181) loss_rec_sfr: 0.2677 (0.2821) loss_cl: -0.2785 (-0.2789) time: 0.7466 data: 0.0002 max mem: 29860 [23:36:51.912517] Epoch: [289] [2140/2904] eta: 0:09:36 lr: 0.001815 loss: 0.1814 (0.1922) loss_rec_all: 0.2078 (0.2181) loss_rec_sfr: 0.2638 (0.2819) loss_cl: -0.2789 (-0.2789) time: 0.7467 data: 0.0002 max mem: 29860 [23:37:06.863765] Epoch: [289] [2160/2904] eta: 0:09:21 lr: 0.001815 loss: 0.1872 (0.1923) loss_rec_all: 0.2133 (0.2182) loss_rec_sfr: 0.2609 (0.2822) loss_cl: -0.2796 (-0.2789) time: 0.7475 data: 0.0002 max mem: 29860 [23:37:21.801361] Epoch: [289] [2180/2904] eta: 0:09:06 lr: 0.001815 loss: 0.1823 (0.1922) loss_rec_all: 0.2084 (0.2181) loss_rec_sfr: 0.2607 (0.2821) loss_cl: -0.2791 (-0.2789) time: 0.7468 data: 0.0002 max mem: 29860 [23:37:36.734897] Epoch: [289] [2200/2904] eta: 0:08:51 lr: 0.001815 loss: 0.1799 (0.1921) loss_rec_all: 0.2060 (0.2180) loss_rec_sfr: 0.2548 (0.2817) loss_cl: -0.2786 (-0.2789) time: 0.7466 data: 0.0002 max mem: 29860 [23:37:51.674808] Epoch: [289] [2220/2904] eta: 0:08:36 lr: 0.001815 loss: 0.1802 (0.1921) loss_rec_all: 0.2063 (0.2180) loss_rec_sfr: 0.2647 (0.2818) loss_cl: -0.2791 (-0.2789) time: 0.7470 data: 0.0002 max mem: 29860 [23:38:06.618675] Epoch: [289] [2240/2904] eta: 0:08:20 lr: 0.001815 loss: 0.1826 (0.1921) loss_rec_all: 0.2088 (0.2180) loss_rec_sfr: 0.2599 (0.2816) loss_cl: -0.2791 (-0.2789) time: 0.7471 data: 0.0002 max mem: 29860 [23:38:21.551393] Epoch: [289] [2260/2904] eta: 0:08:05 lr: 0.001815 loss: 0.1791 (0.1921) loss_rec_all: 0.2052 (0.2180) loss_rec_sfr: 0.2611 (0.2816) loss_cl: -0.2797 (-0.2789) time: 0.7466 data: 0.0002 max mem: 29860 [23:38:36.474354] Epoch: [289] [2280/2904] eta: 0:07:50 lr: 0.001815 loss: 0.1818 (0.1921) loss_rec_all: 0.2080 (0.2180) loss_rec_sfr: 0.2666 (0.2817) loss_cl: -0.2790 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [23:38:51.401833] Epoch: [289] [2300/2904] eta: 0:07:35 lr: 0.001815 loss: 0.1806 (0.1920) loss_rec_all: 0.2063 (0.2179) loss_rec_sfr: 0.2538 (0.2815) loss_cl: -0.2778 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [23:39:06.333594] Epoch: [289] [2320/2904] eta: 0:07:20 lr: 0.001815 loss: 0.1823 (0.1920) loss_rec_all: 0.2082 (0.2179) loss_rec_sfr: 0.2711 (0.2816) loss_cl: -0.2779 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [23:39:21.270846] Epoch: [289] [2340/2904] eta: 0:07:05 lr: 0.001815 loss: 0.1868 (0.1921) loss_rec_all: 0.2129 (0.2180) loss_rec_sfr: 0.2634 (0.2818) loss_cl: -0.2791 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [23:39:36.355896] Epoch: [289] [2360/2904] eta: 0:06:50 lr: 0.001815 loss: 0.1816 (0.1921) loss_rec_all: 0.2078 (0.2180) loss_rec_sfr: 0.2632 (0.2818) loss_cl: -0.2795 (-0.2789) time: 0.7542 data: 0.0002 max mem: 29860 [23:39:51.295565] Epoch: [289] [2380/2904] eta: 0:06:35 lr: 0.001815 loss: 0.1788 (0.1921) loss_rec_all: 0.2049 (0.2180) loss_rec_sfr: 0.2668 (0.2817) loss_cl: -0.2792 (-0.2789) time: 0.7469 data: 0.0002 max mem: 29860 [23:40:06.234254] Epoch: [289] [2400/2904] eta: 0:06:19 lr: 0.001815 loss: 0.1781 (0.1920) loss_rec_all: 0.2042 (0.2179) loss_rec_sfr: 0.2604 (0.2816) loss_cl: -0.2787 (-0.2788) time: 0.7469 data: 0.0002 max mem: 29860 [23:40:21.175604] Epoch: [289] [2420/2904] eta: 0:06:04 lr: 0.001815 loss: 0.1821 (0.1920) loss_rec_all: 0.2083 (0.2179) loss_rec_sfr: 0.2606 (0.2815) loss_cl: -0.2795 (-0.2789) time: 0.7470 data: 0.0002 max mem: 29860 [23:40:36.109942] Epoch: [289] [2440/2904] eta: 0:05:49 lr: 0.001815 loss: 0.1815 (0.1920) loss_rec_all: 0.2075 (0.2179) loss_rec_sfr: 0.2574 (0.2815) loss_cl: -0.2796 (-0.2789) time: 0.7467 data: 0.0002 max mem: 29860 [23:40:51.025566] Epoch: [289] [2460/2904] eta: 0:05:34 lr: 0.001815 loss: 0.1822 (0.1920) loss_rec_all: 0.2085 (0.2179) loss_rec_sfr: 0.2635 (0.2816) loss_cl: -0.2798 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [23:41:05.953981] Epoch: [289] [2480/2904] eta: 0:05:19 lr: 0.001815 loss: 0.1819 (0.1919) loss_rec_all: 0.2084 (0.2179) loss_rec_sfr: 0.2717 (0.2816) loss_cl: -0.2790 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [23:41:20.862821] Epoch: [289] [2500/2904] eta: 0:05:04 lr: 0.001815 loss: 0.1878 (0.1920) loss_rec_all: 0.2137 (0.2179) loss_rec_sfr: 0.2593 (0.2817) loss_cl: -0.2782 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [23:41:35.783566] Epoch: [289] [2520/2904] eta: 0:04:49 lr: 0.001815 loss: 0.1778 (0.1920) loss_rec_all: 0.2041 (0.2179) loss_rec_sfr: 0.2314 (0.2816) loss_cl: -0.2789 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [23:41:50.701705] Epoch: [289] [2540/2904] eta: 0:04:34 lr: 0.001815 loss: 0.1799 (0.1920) loss_rec_all: 0.2060 (0.2179) loss_rec_sfr: 0.2644 (0.2816) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [23:42:05.622524] Epoch: [289] [2560/2904] eta: 0:04:19 lr: 0.001815 loss: 0.1860 (0.1920) loss_rec_all: 0.2120 (0.2180) loss_rec_sfr: 0.2751 (0.2819) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [23:42:20.540396] Epoch: [289] [2580/2904] eta: 0:04:04 lr: 0.001815 loss: 0.1859 (0.1921) loss_rec_all: 0.2118 (0.2180) loss_rec_sfr: 0.2771 (0.2823) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [23:42:35.462772] Epoch: [289] [2600/2904] eta: 0:03:49 lr: 0.001815 loss: 0.1838 (0.1922) loss_rec_all: 0.2099 (0.2181) loss_rec_sfr: 0.2538 (0.2824) loss_cl: -0.2793 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [23:42:50.382134] Epoch: [289] [2620/2904] eta: 0:03:33 lr: 0.001815 loss: 0.1834 (0.1922) loss_rec_all: 0.2096 (0.2181) loss_rec_sfr: 0.2525 (0.2823) loss_cl: -0.2791 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [23:43:05.301645] Epoch: [289] [2640/2904] eta: 0:03:18 lr: 0.001815 loss: 0.1808 (0.1922) loss_rec_all: 0.2073 (0.2181) loss_rec_sfr: 0.2339 (0.2823) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [23:43:20.216198] Epoch: [289] [2660/2904] eta: 0:03:03 lr: 0.001815 loss: 0.1868 (0.1923) loss_rec_all: 0.2130 (0.2182) loss_rec_sfr: 0.2756 (0.2827) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [23:43:35.138012] Epoch: [289] [2680/2904] eta: 0:02:48 lr: 0.001815 loss: 0.1816 (0.1923) loss_rec_all: 0.2078 (0.2182) loss_rec_sfr: 0.2713 (0.2827) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [23:43:50.064458] Epoch: [289] [2700/2904] eta: 0:02:33 lr: 0.001815 loss: 0.1807 (0.1923) loss_rec_all: 0.2069 (0.2182) loss_rec_sfr: 0.2655 (0.2827) loss_cl: -0.2796 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [23:44:04.981652] Epoch: [289] [2720/2904] eta: 0:02:18 lr: 0.001815 loss: 0.1792 (0.1923) loss_rec_all: 0.2055 (0.2182) loss_rec_sfr: 0.2721 (0.2828) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [23:44:19.901807] Epoch: [289] [2740/2904] eta: 0:02:03 lr: 0.001815 loss: 0.1810 (0.1923) loss_rec_all: 0.2069 (0.2182) loss_rec_sfr: 0.2564 (0.2827) loss_cl: -0.2792 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [23:44:34.820194] Epoch: [289] [2760/2904] eta: 0:01:48 lr: 0.001814 loss: 0.1830 (0.1923) loss_rec_all: 0.2090 (0.2182) loss_rec_sfr: 0.2721 (0.2829) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [23:44:49.741364] Epoch: [289] [2780/2904] eta: 0:01:33 lr: 0.001814 loss: 0.1782 (0.1923) loss_rec_all: 0.2040 (0.2182) loss_rec_sfr: 0.2562 (0.2828) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [23:45:04.666528] Epoch: [289] [2800/2904] eta: 0:01:18 lr: 0.001814 loss: 0.1842 (0.1923) loss_rec_all: 0.2101 (0.2182) loss_rec_sfr: 0.2693 (0.2830) loss_cl: -0.2794 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [23:45:19.587296] Epoch: [289] [2820/2904] eta: 0:01:03 lr: 0.001814 loss: 0.1857 (0.1923) loss_rec_all: 0.2123 (0.2182) loss_rec_sfr: 0.2601 (0.2829) loss_cl: -0.2791 (-0.2789) time: 0.7460 data: 0.0003 max mem: 29860 [23:45:34.609060] Epoch: [289] [2840/2904] eta: 0:00:48 lr: 0.001814 loss: 0.1805 (0.1923) loss_rec_all: 0.2068 (0.2182) loss_rec_sfr: 0.2575 (0.2830) loss_cl: -0.2791 (-0.2789) time: 0.7510 data: 0.0062 max mem: 29860 [23:45:49.506243] Epoch: [289] [2860/2904] eta: 0:00:33 lr: 0.001814 loss: 0.1818 (0.1923) loss_rec_all: 0.2079 (0.2182) loss_rec_sfr: 0.2295 (0.2827) loss_cl: -0.2784 (-0.2789) time: 0.7448 data: 0.0001 max mem: 29860 [23:46:04.403079] Epoch: [289] [2880/2904] eta: 0:00:18 lr: 0.001814 loss: 0.1799 (0.1923) loss_rec_all: 0.2064 (0.2182) loss_rec_sfr: 0.2324 (0.2826) loss_cl: -0.2786 (-0.2789) time: 0.7448 data: 0.0001 max mem: 29860 [23:46:19.299143] Epoch: [289] [2900/2904] eta: 0:00:03 lr: 0.001814 loss: 0.1792 (0.1922) loss_rec_all: 0.2054 (0.2181) loss_rec_sfr: 0.2609 (0.2825) loss_cl: -0.2778 (-0.2788) time: 0.7448 data: 0.0001 max mem: 29860 [23:46:21.543574] Epoch: [289] [2903/2904] eta: 0:00:00 lr: 0.001814 loss: 0.1849 (0.1922) loss_rec_all: 0.2108 (0.2182) loss_rec_sfr: 0.2645 (0.2825) loss_cl: -0.2781 (-0.2788) time: 0.7449 data: 0.0001 max mem: 29860 [23:46:24.372064] Epoch: [289] Total time: 0:36:28 (0.7536 s / it) [23:46:24.376666] Averaged stats: lr: 0.001814 loss: 0.1849 (0.1944) loss_rec_all: 0.2108 (0.2180) loss_rec_sfr: 0.2645 (0.2820) loss_cl: -0.2781 (-0.2556) [23:46:24.381417] log_dir: ./checkpoint/VF2_ViT-B [23:46:42.654369] Epoch: [290] [ 0/2904] eta: 14:44:21 lr: 0.001814 loss: 0.1906 (0.1906) loss_rec_all: 0.2168 (0.2168) loss_rec_sfr: 0.2324 (0.2324) loss_cl: -0.2777 (-0.2777) time: 18.2720 data: 13.7008 max mem: 29860 [23:46:57.535906] Epoch: [290] [ 20/2904] eta: 1:15:52 lr: 0.001814 loss: 0.1842 (0.1957) loss_rec_all: 0.2107 (0.2216) loss_rec_sfr: 0.2605 (0.2836) loss_cl: -0.2784 (-0.2785) time: 0.7440 data: 0.0002 max mem: 29860 [23:47:12.412285] Epoch: [290] [ 40/2904] eta: 0:55:54 lr: 0.001814 loss: 0.1804 (0.1941) loss_rec_all: 0.2070 (0.2200) loss_rec_sfr: 0.2549 (0.2843) loss_cl: -0.2803 (-0.2792) time: 0.7438 data: 0.0002 max mem: 29860 [23:47:27.291794] Epoch: [290] [ 60/2904] eta: 0:48:52 lr: 0.001814 loss: 0.1792 (0.1919) loss_rec_all: 0.2056 (0.2179) loss_rec_sfr: 0.2619 (0.2757) loss_cl: -0.2799 (-0.2795) time: 0.7439 data: 0.0002 max mem: 29860 [23:47:42.208289] Epoch: [290] [ 80/2904] eta: 0:45:13 lr: 0.001814 loss: 0.1804 (0.1923) loss_rec_all: 0.2067 (0.2182) loss_rec_sfr: 0.2346 (0.2777) loss_cl: -0.2786 (-0.2792) time: 0.7458 data: 0.0002 max mem: 29860 [23:47:57.121388] Epoch: [290] [ 100/2904] eta: 0:42:54 lr: 0.001814 loss: 0.1824 (0.1949) loss_rec_all: 0.2086 (0.2208) loss_rec_sfr: 0.2684 (0.2882) loss_cl: -0.2781 (-0.2790) time: 0.7456 data: 0.0002 max mem: 29860 [23:48:12.059640] Epoch: [290] [ 120/2904] eta: 0:41:17 lr: 0.001814 loss: 0.1850 (0.1962) loss_rec_all: 0.2112 (0.2220) loss_rec_sfr: 0.2691 (0.2932) loss_cl: -0.2789 (-0.2790) time: 0.7469 data: 0.0002 max mem: 29860 [23:48:26.977025] Epoch: [290] [ 140/2904] eta: 0:40:03 lr: 0.001814 loss: 0.1770 (0.1946) loss_rec_all: 0.2033 (0.2205) loss_rec_sfr: 0.2574 (0.2888) loss_cl: -0.2786 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [23:48:41.930188] Epoch: [290] [ 160/2904] eta: 0:39:04 lr: 0.001814 loss: 0.1816 (0.1934) loss_rec_all: 0.2076 (0.2193) loss_rec_sfr: 0.2688 (0.2851) loss_cl: -0.2791 (-0.2789) time: 0.7476 data: 0.0002 max mem: 29860 [23:48:56.846388] Epoch: [290] [ 180/2904] eta: 0:38:14 lr: 0.001814 loss: 0.1789 (0.1930) loss_rec_all: 0.2050 (0.2189) loss_rec_sfr: 0.2623 (0.2846) loss_cl: -0.2790 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [23:49:11.773194] Epoch: [290] [ 200/2904] eta: 0:37:31 lr: 0.001814 loss: 0.1802 (0.1932) loss_rec_all: 0.2065 (0.2191) loss_rec_sfr: 0.2774 (0.2862) loss_cl: -0.2787 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [23:49:26.685742] Epoch: [290] [ 220/2904] eta: 0:36:53 lr: 0.001814 loss: 0.1805 (0.1926) loss_rec_all: 0.2063 (0.2185) loss_rec_sfr: 0.2298 (0.2840) loss_cl: -0.2795 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [23:49:41.604948] Epoch: [290] [ 240/2904] eta: 0:36:19 lr: 0.001814 loss: 0.1800 (0.1922) loss_rec_all: 0.2063 (0.2181) loss_rec_sfr: 0.2364 (0.2822) loss_cl: -0.2788 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [23:49:56.538845] Epoch: [290] [ 260/2904] eta: 0:35:49 lr: 0.001814 loss: 0.1829 (0.1927) loss_rec_all: 0.2088 (0.2186) loss_rec_sfr: 0.2651 (0.2847) loss_cl: -0.2790 (-0.2789) time: 0.7467 data: 0.0002 max mem: 29860 [23:50:11.487264] Epoch: [290] [ 280/2904] eta: 0:35:20 lr: 0.001814 loss: 0.1801 (0.1930) loss_rec_all: 0.2065 (0.2189) loss_rec_sfr: 0.2674 (0.2858) loss_cl: -0.2789 (-0.2789) time: 0.7474 data: 0.0002 max mem: 29860 [23:50:26.400845] Epoch: [290] [ 300/2904] eta: 0:34:53 lr: 0.001814 loss: 0.2346 (0.1946) loss_rec_all: 0.2594 (0.2204) loss_rec_sfr: 0.4475 (0.2912) loss_cl: -0.2787 (-0.2790) time: 0.7456 data: 0.0002 max mem: 29860 [23:50:41.331997] Epoch: [290] [ 320/2904] eta: 0:34:28 lr: 0.001814 loss: 0.1811 (0.1942) loss_rec_all: 0.2069 (0.2201) loss_rec_sfr: 0.2685 (0.2902) loss_cl: -0.2780 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [23:50:56.249431] Epoch: [290] [ 340/2904] eta: 0:34:04 lr: 0.001814 loss: 0.1854 (0.1943) loss_rec_all: 0.2109 (0.2202) loss_rec_sfr: 0.2665 (0.2903) loss_cl: -0.2785 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [23:51:11.163974] Epoch: [290] [ 360/2904] eta: 0:33:40 lr: 0.001814 loss: 0.1788 (0.1941) loss_rec_all: 0.2050 (0.2199) loss_rec_sfr: 0.2380 (0.2892) loss_cl: -0.2791 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [23:51:26.101012] Epoch: [290] [ 380/2904] eta: 0:33:18 lr: 0.001814 loss: 0.1806 (0.1937) loss_rec_all: 0.2068 (0.2196) loss_rec_sfr: 0.2482 (0.2878) loss_cl: -0.2786 (-0.2789) time: 0.7468 data: 0.0002 max mem: 29860 [23:51:41.024041] Epoch: [290] [ 400/2904] eta: 0:32:57 lr: 0.001814 loss: 0.1807 (0.1936) loss_rec_all: 0.2065 (0.2195) loss_rec_sfr: 0.2623 (0.2875) loss_cl: -0.2794 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [23:51:55.941665] Epoch: [290] [ 420/2904] eta: 0:32:36 lr: 0.001814 loss: 0.1846 (0.1935) loss_rec_all: 0.2106 (0.2194) loss_rec_sfr: 0.2752 (0.2878) loss_cl: -0.2795 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [23:52:10.852761] Epoch: [290] [ 440/2904] eta: 0:32:15 lr: 0.001814 loss: 0.1814 (0.1931) loss_rec_all: 0.2078 (0.2190) loss_rec_sfr: 0.2582 (0.2865) loss_cl: -0.2790 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [23:52:25.762740] Epoch: [290] [ 460/2904] eta: 0:31:55 lr: 0.001814 loss: 0.1787 (0.1931) loss_rec_all: 0.2049 (0.2190) loss_rec_sfr: 0.2649 (0.2867) loss_cl: -0.2790 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [23:52:40.676432] Epoch: [290] [ 480/2904] eta: 0:31:36 lr: 0.001814 loss: 0.1812 (0.1929) loss_rec_all: 0.2071 (0.2188) loss_rec_sfr: 0.2238 (0.2856) loss_cl: -0.2786 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [23:52:55.588498] Epoch: [290] [ 500/2904] eta: 0:31:17 lr: 0.001814 loss: 0.1819 (0.1927) loss_rec_all: 0.2080 (0.2186) loss_rec_sfr: 0.2568 (0.2845) loss_cl: -0.2792 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [23:53:10.497720] Epoch: [290] [ 520/2904] eta: 0:30:58 lr: 0.001813 loss: 0.1797 (0.1928) loss_rec_all: 0.2062 (0.2187) loss_rec_sfr: 0.2618 (0.2846) loss_cl: -0.2788 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [23:53:25.406029] Epoch: [290] [ 540/2904] eta: 0:30:39 lr: 0.001813 loss: 0.1842 (0.1926) loss_rec_all: 0.2104 (0.2185) loss_rec_sfr: 0.2580 (0.2841) loss_cl: -0.2791 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [23:53:40.313672] Epoch: [290] [ 560/2904] eta: 0:30:21 lr: 0.001813 loss: 0.1788 (0.1926) loss_rec_all: 0.2050 (0.2185) loss_rec_sfr: 0.2658 (0.2838) loss_cl: -0.2796 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [23:53:55.218152] Epoch: [290] [ 580/2904] eta: 0:30:03 lr: 0.001813 loss: 0.1845 (0.1926) loss_rec_all: 0.2104 (0.2185) loss_rec_sfr: 0.2663 (0.2841) loss_cl: -0.2790 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [23:54:10.125165] Epoch: [290] [ 600/2904] eta: 0:29:45 lr: 0.001813 loss: 0.1943 (0.1932) loss_rec_all: 0.2202 (0.2191) loss_rec_sfr: 0.2642 (0.2857) loss_cl: -0.2792 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [23:54:25.036863] Epoch: [290] [ 620/2904] eta: 0:29:27 lr: 0.001813 loss: 0.1797 (0.1929) loss_rec_all: 0.2057 (0.2188) loss_rec_sfr: 0.2603 (0.2848) loss_cl: -0.2784 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [23:54:39.948234] Epoch: [290] [ 640/2904] eta: 0:29:10 lr: 0.001813 loss: 0.1811 (0.1927) loss_rec_all: 0.2068 (0.2186) loss_rec_sfr: 0.2583 (0.2838) loss_cl: -0.2792 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [23:54:54.858986] Epoch: [290] [ 660/2904] eta: 0:28:52 lr: 0.001813 loss: 0.1818 (0.1925) loss_rec_all: 0.2079 (0.2184) loss_rec_sfr: 0.2684 (0.2836) loss_cl: -0.2786 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [23:55:09.770507] Epoch: [290] [ 680/2904] eta: 0:28:35 lr: 0.001813 loss: 0.1836 (0.1926) loss_rec_all: 0.2096 (0.2185) loss_rec_sfr: 0.2611 (0.2835) loss_cl: -0.2791 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [23:55:24.679498] Epoch: [290] [ 700/2904] eta: 0:28:18 lr: 0.001813 loss: 0.1840 (0.1926) loss_rec_all: 0.2102 (0.2185) loss_rec_sfr: 0.2551 (0.2833) loss_cl: -0.2790 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [23:55:39.589873] Epoch: [290] [ 720/2904] eta: 0:28:01 lr: 0.001813 loss: 0.1815 (0.1925) loss_rec_all: 0.2077 (0.2184) loss_rec_sfr: 0.2337 (0.2828) loss_cl: -0.2784 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [23:55:54.498505] Epoch: [290] [ 740/2904] eta: 0:27:44 lr: 0.001813 loss: 0.1892 (0.1928) loss_rec_all: 0.2155 (0.2187) loss_rec_sfr: 0.2679 (0.2839) loss_cl: -0.2788 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [23:56:09.411967] Epoch: [290] [ 760/2904] eta: 0:27:28 lr: 0.001813 loss: 0.1811 (0.1926) loss_rec_all: 0.2072 (0.2185) loss_rec_sfr: 0.2306 (0.2828) loss_cl: -0.2793 (-0.2789) time: 0.7456 data: 0.0003 max mem: 29860 [23:56:24.320899] Epoch: [290] [ 780/2904] eta: 0:27:11 lr: 0.001813 loss: 0.1830 (0.1926) loss_rec_all: 0.2089 (0.2185) loss_rec_sfr: 0.2625 (0.2829) loss_cl: -0.2792 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [23:56:39.227844] Epoch: [290] [ 800/2904] eta: 0:26:54 lr: 0.001813 loss: 0.1824 (0.1926) loss_rec_all: 0.2089 (0.2185) loss_rec_sfr: 0.2737 (0.2830) loss_cl: -0.2778 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [23:56:54.137006] Epoch: [290] [ 820/2904] eta: 0:26:38 lr: 0.001813 loss: 0.1783 (0.1925) loss_rec_all: 0.2046 (0.2184) loss_rec_sfr: 0.2611 (0.2825) loss_cl: -0.2789 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [23:57:09.046719] Epoch: [290] [ 840/2904] eta: 0:26:22 lr: 0.001813 loss: 0.1829 (0.1925) loss_rec_all: 0.2091 (0.2184) loss_rec_sfr: 0.2624 (0.2825) loss_cl: -0.2795 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [23:57:23.959006] Epoch: [290] [ 860/2904] eta: 0:26:05 lr: 0.001813 loss: 0.1830 (0.1925) loss_rec_all: 0.2088 (0.2184) loss_rec_sfr: 0.2686 (0.2824) loss_cl: -0.2792 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [23:57:38.869566] Epoch: [290] [ 880/2904] eta: 0:25:49 lr: 0.001813 loss: 0.1817 (0.1925) loss_rec_all: 0.2077 (0.2184) loss_rec_sfr: 0.2653 (0.2827) loss_cl: -0.2778 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [23:57:53.789935] Epoch: [290] [ 900/2904] eta: 0:25:33 lr: 0.001813 loss: 0.1787 (0.1924) loss_rec_all: 0.2049 (0.2183) loss_rec_sfr: 0.2599 (0.2824) loss_cl: -0.2785 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [23:58:08.709733] Epoch: [290] [ 920/2904] eta: 0:25:17 lr: 0.001813 loss: 0.1805 (0.1922) loss_rec_all: 0.2065 (0.2181) loss_rec_sfr: 0.2618 (0.2818) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [23:58:23.620864] Epoch: [290] [ 940/2904] eta: 0:25:01 lr: 0.001813 loss: 0.1786 (0.1921) loss_rec_all: 0.2046 (0.2180) loss_rec_sfr: 0.2699 (0.2816) loss_cl: -0.2791 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [23:58:38.532927] Epoch: [290] [ 960/2904] eta: 0:24:45 lr: 0.001813 loss: 0.1802 (0.1921) loss_rec_all: 0.2066 (0.2180) loss_rec_sfr: 0.2444 (0.2815) loss_cl: -0.2796 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [23:58:53.438403] Epoch: [290] [ 980/2904] eta: 0:24:29 lr: 0.001813 loss: 0.1802 (0.1919) loss_rec_all: 0.2063 (0.2178) loss_rec_sfr: 0.2649 (0.2812) loss_cl: -0.2797 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [23:59:08.349162] Epoch: [290] [1000/2904] eta: 0:24:13 lr: 0.001813 loss: 0.1780 (0.1917) loss_rec_all: 0.2043 (0.2176) loss_rec_sfr: 0.2494 (0.2805) loss_cl: -0.2788 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [23:59:23.263064] Epoch: [290] [1020/2904] eta: 0:23:57 lr: 0.001813 loss: 0.1819 (0.1917) loss_rec_all: 0.2077 (0.2176) loss_rec_sfr: 0.2692 (0.2808) loss_cl: -0.2784 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [23:59:38.172104] Epoch: [290] [1040/2904] eta: 0:23:41 lr: 0.001813 loss: 0.1829 (0.1917) loss_rec_all: 0.2092 (0.2176) loss_rec_sfr: 0.2602 (0.2807) loss_cl: -0.2785 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [23:59:53.086019] Epoch: [290] [1060/2904] eta: 0:23:25 lr: 0.001813 loss: 0.1807 (0.1916) loss_rec_all: 0.2069 (0.2175) loss_rec_sfr: 0.2587 (0.2804) loss_cl: -0.2791 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [00:00:08.003993] Epoch: [290] [1080/2904] eta: 0:23:09 lr: 0.001813 loss: 0.1789 (0.1915) loss_rec_all: 0.2054 (0.2174) loss_rec_sfr: 0.2244 (0.2801) loss_cl: -0.2792 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [00:00:22.920098] Epoch: [290] [1100/2904] eta: 0:22:53 lr: 0.001813 loss: 0.1806 (0.1915) loss_rec_all: 0.2064 (0.2174) loss_rec_sfr: 0.2724 (0.2803) loss_cl: -0.2778 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [00:00:37.840590] Epoch: [290] [1120/2904] eta: 0:22:38 lr: 0.001813 loss: 0.1818 (0.1914) loss_rec_all: 0.2079 (0.2173) loss_rec_sfr: 0.2622 (0.2801) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [00:00:52.761715] Epoch: [290] [1140/2904] eta: 0:22:22 lr: 0.001813 loss: 0.1835 (0.1916) loss_rec_all: 0.2100 (0.2175) loss_rec_sfr: 0.2688 (0.2807) loss_cl: -0.2793 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [00:01:07.680792] Epoch: [290] [1160/2904] eta: 0:22:06 lr: 0.001813 loss: 0.1808 (0.1915) loss_rec_all: 0.2067 (0.2175) loss_rec_sfr: 0.2600 (0.2805) loss_cl: -0.2792 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [00:01:22.600223] Epoch: [290] [1180/2904] eta: 0:21:51 lr: 0.001813 loss: 0.1786 (0.1915) loss_rec_all: 0.2052 (0.2175) loss_rec_sfr: 0.2126 (0.2803) loss_cl: -0.2788 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [00:01:37.524034] Epoch: [290] [1200/2904] eta: 0:21:35 lr: 0.001813 loss: 0.1869 (0.1917) loss_rec_all: 0.2128 (0.2177) loss_rec_sfr: 0.2751 (0.2810) loss_cl: -0.2788 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [00:01:52.448203] Epoch: [290] [1220/2904] eta: 0:21:19 lr: 0.001812 loss: 0.1764 (0.1916) loss_rec_all: 0.2026 (0.2175) loss_rec_sfr: 0.2602 (0.2806) loss_cl: -0.2787 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [00:02:07.366341] Epoch: [290] [1240/2904] eta: 0:21:04 lr: 0.001812 loss: 0.1782 (0.1915) loss_rec_all: 0.2044 (0.2175) loss_rec_sfr: 0.2570 (0.2804) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [00:02:22.292566] Epoch: [290] [1260/2904] eta: 0:20:48 lr: 0.001812 loss: 0.1790 (0.1914) loss_rec_all: 0.2056 (0.2173) loss_rec_sfr: 0.2597 (0.2800) loss_cl: -0.2794 (-0.2788) time: 0.7463 data: 0.0003 max mem: 29860 [00:02:37.216625] Epoch: [290] [1280/2904] eta: 0:20:33 lr: 0.001812 loss: 0.1793 (0.1913) loss_rec_all: 0.2057 (0.2172) loss_rec_sfr: 0.2184 (0.2793) loss_cl: -0.2789 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [00:02:52.140629] Epoch: [290] [1300/2904] eta: 0:20:17 lr: 0.001812 loss: 0.1794 (0.1913) loss_rec_all: 0.2055 (0.2172) loss_rec_sfr: 0.2654 (0.2793) loss_cl: -0.2785 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [00:03:07.061333] Epoch: [290] [1320/2904] eta: 0:20:02 lr: 0.001812 loss: 0.1819 (0.1912) loss_rec_all: 0.2079 (0.2171) loss_rec_sfr: 0.2643 (0.2790) loss_cl: -0.2794 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [00:03:21.978923] Epoch: [290] [1340/2904] eta: 0:19:46 lr: 0.001812 loss: 0.1846 (0.1912) loss_rec_all: 0.2106 (0.2172) loss_rec_sfr: 0.2645 (0.2791) loss_cl: -0.2798 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [00:03:36.893895] Epoch: [290] [1360/2904] eta: 0:19:31 lr: 0.001812 loss: 0.1851 (0.1912) loss_rec_all: 0.2110 (0.2171) loss_rec_sfr: 0.2561 (0.2789) loss_cl: -0.2789 (-0.2789) time: 0.7457 data: 0.0003 max mem: 29860 [00:03:51.807397] Epoch: [290] [1380/2904] eta: 0:19:15 lr: 0.001812 loss: 0.1814 (0.1911) loss_rec_all: 0.2074 (0.2170) loss_rec_sfr: 0.2661 (0.2786) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [00:04:06.726405] Epoch: [290] [1400/2904] eta: 0:19:00 lr: 0.001812 loss: 0.1847 (0.1911) loss_rec_all: 0.2108 (0.2170) loss_rec_sfr: 0.2601 (0.2787) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [00:04:21.644952] Epoch: [290] [1420/2904] eta: 0:18:44 lr: 0.001812 loss: 0.1841 (0.1912) loss_rec_all: 0.2100 (0.2171) loss_rec_sfr: 0.2646 (0.2790) loss_cl: -0.2800 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [00:04:36.559912] Epoch: [290] [1440/2904] eta: 0:18:29 lr: 0.001812 loss: 0.1841 (0.1911) loss_rec_all: 0.2103 (0.2171) loss_rec_sfr: 0.2658 (0.2789) loss_cl: -0.2798 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [00:04:51.478136] Epoch: [290] [1460/2904] eta: 0:18:14 lr: 0.001812 loss: 0.1828 (0.1911) loss_rec_all: 0.2090 (0.2170) loss_rec_sfr: 0.2598 (0.2788) loss_cl: -0.2781 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [00:05:06.399955] Epoch: [290] [1480/2904] eta: 0:17:58 lr: 0.001812 loss: 0.1820 (0.1911) loss_rec_all: 0.2081 (0.2170) loss_rec_sfr: 0.2653 (0.2788) loss_cl: -0.2774 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [00:05:21.317600] Epoch: [290] [1500/2904] eta: 0:17:43 lr: 0.001812 loss: 0.1786 (0.1910) loss_rec_all: 0.2047 (0.2169) loss_rec_sfr: 0.2623 (0.2785) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [00:05:36.240732] Epoch: [290] [1520/2904] eta: 0:17:28 lr: 0.001812 loss: 0.1790 (0.1908) loss_rec_all: 0.2055 (0.2168) loss_rec_sfr: 0.2354 (0.2779) loss_cl: -0.2803 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [00:05:51.153731] Epoch: [290] [1540/2904] eta: 0:17:12 lr: 0.001812 loss: 0.1808 (0.1909) loss_rec_all: 0.2071 (0.2168) loss_rec_sfr: 0.2593 (0.2780) loss_cl: -0.2790 (-0.2789) time: 0.7456 data: 0.0003 max mem: 29860 [00:06:06.069077] Epoch: [290] [1560/2904] eta: 0:16:57 lr: 0.001812 loss: 0.1788 (0.1908) loss_rec_all: 0.2046 (0.2168) loss_rec_sfr: 0.2241 (0.2777) loss_cl: -0.2790 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [00:06:20.987946] Epoch: [290] [1580/2904] eta: 0:16:42 lr: 0.001812 loss: 0.1774 (0.1907) loss_rec_all: 0.2038 (0.2167) loss_rec_sfr: 0.2560 (0.2774) loss_cl: -0.2797 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [00:06:35.913189] Epoch: [290] [1600/2904] eta: 0:16:26 lr: 0.001812 loss: 0.1814 (0.1907) loss_rec_all: 0.2074 (0.2167) loss_rec_sfr: 0.2366 (0.2772) loss_cl: -0.2785 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [00:06:50.846840] Epoch: [290] [1620/2904] eta: 0:16:11 lr: 0.001812 loss: 0.1827 (0.1908) loss_rec_all: 0.2091 (0.2167) loss_rec_sfr: 0.2654 (0.2775) loss_cl: -0.2792 (-0.2789) time: 0.7466 data: 0.0002 max mem: 29860 [00:07:05.769878] Epoch: [290] [1640/2904] eta: 0:15:56 lr: 0.001812 loss: 0.1864 (0.1909) loss_rec_all: 0.2124 (0.2168) loss_rec_sfr: 0.2709 (0.2779) loss_cl: -0.2801 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [00:07:20.680280] Epoch: [290] [1660/2904] eta: 0:15:40 lr: 0.001812 loss: 0.1812 (0.1910) loss_rec_all: 0.2072 (0.2169) loss_rec_sfr: 0.2670 (0.2782) loss_cl: -0.2789 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [00:07:35.599408] Epoch: [290] [1680/2904] eta: 0:15:25 lr: 0.001812 loss: 0.1837 (0.1909) loss_rec_all: 0.2102 (0.2169) loss_rec_sfr: 0.2683 (0.2781) loss_cl: -0.2792 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [00:07:50.517888] Epoch: [290] [1700/2904] eta: 0:15:10 lr: 0.001812 loss: 0.1806 (0.1909) loss_rec_all: 0.2071 (0.2169) loss_rec_sfr: 0.2484 (0.2778) loss_cl: -0.2791 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [00:08:05.438304] Epoch: [290] [1720/2904] eta: 0:14:55 lr: 0.001812 loss: 0.1802 (0.1909) loss_rec_all: 0.2061 (0.2169) loss_rec_sfr: 0.2598 (0.2779) loss_cl: -0.2785 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [00:08:20.359472] Epoch: [290] [1740/2904] eta: 0:14:39 lr: 0.001812 loss: 0.1803 (0.1909) loss_rec_all: 0.2068 (0.2168) loss_rec_sfr: 0.2631 (0.2779) loss_cl: -0.2792 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [00:08:35.285810] Epoch: [290] [1760/2904] eta: 0:14:24 lr: 0.001812 loss: 0.1847 (0.1909) loss_rec_all: 0.2104 (0.2168) loss_rec_sfr: 0.2598 (0.2778) loss_cl: -0.2780 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [00:08:50.205334] Epoch: [290] [1780/2904] eta: 0:14:09 lr: 0.001812 loss: 0.1811 (0.1909) loss_rec_all: 0.2073 (0.2168) loss_rec_sfr: 0.2599 (0.2778) loss_cl: -0.2791 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [00:09:05.127140] Epoch: [290] [1800/2904] eta: 0:13:54 lr: 0.001812 loss: 0.1780 (0.1909) loss_rec_all: 0.2047 (0.2169) loss_rec_sfr: 0.2257 (0.2778) loss_cl: -0.2798 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [00:09:20.042482] Epoch: [290] [1820/2904] eta: 0:13:38 lr: 0.001812 loss: 0.1837 (0.1909) loss_rec_all: 0.2098 (0.2169) loss_rec_sfr: 0.2649 (0.2779) loss_cl: -0.2796 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [00:09:34.954626] Epoch: [290] [1840/2904] eta: 0:13:23 lr: 0.001812 loss: 0.1815 (0.1909) loss_rec_all: 0.2079 (0.2169) loss_rec_sfr: 0.2575 (0.2778) loss_cl: -0.2783 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [00:09:49.868578] Epoch: [290] [1860/2904] eta: 0:13:08 lr: 0.001812 loss: 0.1819 (0.1909) loss_rec_all: 0.2078 (0.2169) loss_rec_sfr: 0.2662 (0.2779) loss_cl: -0.2778 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [00:10:04.785903] Epoch: [290] [1880/2904] eta: 0:12:53 lr: 0.001812 loss: 0.1875 (0.1910) loss_rec_all: 0.2132 (0.2169) loss_rec_sfr: 0.2658 (0.2780) loss_cl: -0.2780 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [00:10:19.697617] Epoch: [290] [1900/2904] eta: 0:12:38 lr: 0.001811 loss: 0.1829 (0.1910) loss_rec_all: 0.2090 (0.2169) loss_rec_sfr: 0.2661 (0.2781) loss_cl: -0.2798 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [00:10:34.604664] Epoch: [290] [1920/2904] eta: 0:12:22 lr: 0.001811 loss: 0.1827 (0.1910) loss_rec_all: 0.2085 (0.2169) loss_rec_sfr: 0.2682 (0.2782) loss_cl: -0.2793 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [00:10:49.514245] Epoch: [290] [1940/2904] eta: 0:12:07 lr: 0.001811 loss: 0.1829 (0.1909) loss_rec_all: 0.2093 (0.2169) loss_rec_sfr: 0.2713 (0.2780) loss_cl: -0.2794 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [00:11:04.423584] Epoch: [290] [1960/2904] eta: 0:11:52 lr: 0.001811 loss: 0.1806 (0.1909) loss_rec_all: 0.2071 (0.2168) loss_rec_sfr: 0.2563 (0.2778) loss_cl: -0.2792 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [00:11:19.332338] Epoch: [290] [1980/2904] eta: 0:11:37 lr: 0.001811 loss: 0.1786 (0.1909) loss_rec_all: 0.2047 (0.2168) loss_rec_sfr: 0.2577 (0.2778) loss_cl: -0.2790 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [00:11:34.247367] Epoch: [290] [2000/2904] eta: 0:11:22 lr: 0.001811 loss: 0.1806 (0.1908) loss_rec_all: 0.2067 (0.2168) loss_rec_sfr: 0.2574 (0.2777) loss_cl: -0.2788 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [00:11:49.161553] Epoch: [290] [2020/2904] eta: 0:11:06 lr: 0.001811 loss: 0.1797 (0.1908) loss_rec_all: 0.2060 (0.2167) loss_rec_sfr: 0.2301 (0.2774) loss_cl: -0.2793 (-0.2789) time: 0.7457 data: 0.0003 max mem: 29860 [00:12:04.069215] Epoch: [290] [2040/2904] eta: 0:10:51 lr: 0.001811 loss: 0.1835 (0.1908) loss_rec_all: 0.2095 (0.2167) loss_rec_sfr: 0.2668 (0.2775) loss_cl: -0.2788 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [00:12:18.982350] Epoch: [290] [2060/2904] eta: 0:10:36 lr: 0.001811 loss: 0.1807 (0.1907) loss_rec_all: 0.2070 (0.2167) loss_rec_sfr: 0.2560 (0.2773) loss_cl: -0.2792 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [00:12:33.888475] Epoch: [290] [2080/2904] eta: 0:10:21 lr: 0.001811 loss: 0.1883 (0.1907) loss_rec_all: 0.2142 (0.2167) loss_rec_sfr: 0.2710 (0.2773) loss_cl: -0.2797 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [00:12:48.799035] Epoch: [290] [2100/2904] eta: 0:10:06 lr: 0.001811 loss: 0.1764 (0.1908) loss_rec_all: 0.2029 (0.2167) loss_rec_sfr: 0.2536 (0.2774) loss_cl: -0.2791 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [00:13:03.709203] Epoch: [290] [2120/2904] eta: 0:09:51 lr: 0.001811 loss: 0.1832 (0.1908) loss_rec_all: 0.2095 (0.2167) loss_rec_sfr: 0.2641 (0.2776) loss_cl: -0.2787 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [00:13:18.617494] Epoch: [290] [2140/2904] eta: 0:09:35 lr: 0.001811 loss: 0.1818 (0.1908) loss_rec_all: 0.2085 (0.2167) loss_rec_sfr: 0.2583 (0.2774) loss_cl: -0.2787 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [00:13:33.527301] Epoch: [290] [2160/2904] eta: 0:09:20 lr: 0.001811 loss: 0.1772 (0.1907) loss_rec_all: 0.2039 (0.2167) loss_rec_sfr: 0.2242 (0.2771) loss_cl: -0.2790 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [00:13:48.440762] Epoch: [290] [2180/2904] eta: 0:09:05 lr: 0.001811 loss: 0.1833 (0.1908) loss_rec_all: 0.2096 (0.2168) loss_rec_sfr: 0.2699 (0.2775) loss_cl: -0.2790 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [00:14:03.352187] Epoch: [290] [2200/2904] eta: 0:08:50 lr: 0.001811 loss: 0.1868 (0.1908) loss_rec_all: 0.2130 (0.2167) loss_rec_sfr: 0.2615 (0.2774) loss_cl: -0.2787 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [00:14:18.261454] Epoch: [290] [2220/2904] eta: 0:08:35 lr: 0.001811 loss: 0.1803 (0.1908) loss_rec_all: 0.2066 (0.2167) loss_rec_sfr: 0.2382 (0.2773) loss_cl: -0.2792 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [00:14:33.176509] Epoch: [290] [2240/2904] eta: 0:08:20 lr: 0.001811 loss: 0.1791 (0.1908) loss_rec_all: 0.2053 (0.2168) loss_rec_sfr: 0.2664 (0.2775) loss_cl: -0.2802 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [00:14:48.092738] Epoch: [290] [2260/2904] eta: 0:08:05 lr: 0.001811 loss: 0.1820 (0.1909) loss_rec_all: 0.2082 (0.2168) loss_rec_sfr: 0.2642 (0.2776) loss_cl: -0.2797 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [00:15:03.009092] Epoch: [290] [2280/2904] eta: 0:07:50 lr: 0.001811 loss: 0.1814 (0.1908) loss_rec_all: 0.2075 (0.2168) loss_rec_sfr: 0.2565 (0.2776) loss_cl: -0.2786 (-0.2789) time: 0.7458 data: 0.0003 max mem: 29860 [00:15:17.916498] Epoch: [290] [2300/2904] eta: 0:07:35 lr: 0.001811 loss: 0.1825 (0.1908) loss_rec_all: 0.2084 (0.2167) loss_rec_sfr: 0.2636 (0.2775) loss_cl: -0.2781 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [00:15:32.830056] Epoch: [290] [2320/2904] eta: 0:07:19 lr: 0.001811 loss: 0.1808 (0.1908) loss_rec_all: 0.2069 (0.2167) loss_rec_sfr: 0.2601 (0.2774) loss_cl: -0.2786 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [00:15:47.742932] Epoch: [290] [2340/2904] eta: 0:07:04 lr: 0.001811 loss: 0.1843 (0.1907) loss_rec_all: 0.2104 (0.2167) loss_rec_sfr: 0.2592 (0.2771) loss_cl: -0.2797 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [00:16:02.672458] Epoch: [290] [2360/2904] eta: 0:06:49 lr: 0.001811 loss: 0.1852 (0.1907) loss_rec_all: 0.2111 (0.2167) loss_rec_sfr: 0.2680 (0.2773) loss_cl: -0.2793 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [00:16:17.588634] Epoch: [290] [2380/2904] eta: 0:06:34 lr: 0.001811 loss: 0.1837 (0.1908) loss_rec_all: 0.2096 (0.2168) loss_rec_sfr: 0.2723 (0.2775) loss_cl: -0.2779 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [00:16:32.506178] Epoch: [290] [2400/2904] eta: 0:06:19 lr: 0.001811 loss: 0.1805 (0.1908) loss_rec_all: 0.2071 (0.2167) loss_rec_sfr: 0.2564 (0.2773) loss_cl: -0.2790 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [00:16:47.423544] Epoch: [290] [2420/2904] eta: 0:06:04 lr: 0.001811 loss: 0.1800 (0.1907) loss_rec_all: 0.2061 (0.2167) loss_rec_sfr: 0.2570 (0.2771) loss_cl: -0.2795 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [00:17:02.344128] Epoch: [290] [2440/2904] eta: 0:05:49 lr: 0.001811 loss: 0.1795 (0.1907) loss_rec_all: 0.2059 (0.2167) loss_rec_sfr: 0.2633 (0.2773) loss_cl: -0.2791 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [00:17:17.258958] Epoch: [290] [2460/2904] eta: 0:05:34 lr: 0.001811 loss: 0.1825 (0.1907) loss_rec_all: 0.2084 (0.2167) loss_rec_sfr: 0.2646 (0.2773) loss_cl: -0.2786 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [00:17:32.173780] Epoch: [290] [2480/2904] eta: 0:05:19 lr: 0.001811 loss: 0.1816 (0.1907) loss_rec_all: 0.2081 (0.2167) loss_rec_sfr: 0.2577 (0.2772) loss_cl: -0.2789 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [00:17:47.093990] Epoch: [290] [2500/2904] eta: 0:05:04 lr: 0.001811 loss: 0.1836 (0.1908) loss_rec_all: 0.2096 (0.2167) loss_rec_sfr: 0.2633 (0.2774) loss_cl: -0.2785 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [00:18:02.010339] Epoch: [290] [2520/2904] eta: 0:04:49 lr: 0.001811 loss: 0.1797 (0.1908) loss_rec_all: 0.2056 (0.2167) loss_rec_sfr: 0.2660 (0.2773) loss_cl: -0.2787 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [00:18:16.921144] Epoch: [290] [2540/2904] eta: 0:04:33 lr: 0.001811 loss: 0.1802 (0.1908) loss_rec_all: 0.2061 (0.2167) loss_rec_sfr: 0.2603 (0.2772) loss_cl: -0.2784 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [00:18:31.829715] Epoch: [290] [2560/2904] eta: 0:04:18 lr: 0.001811 loss: 0.1836 (0.1908) loss_rec_all: 0.2096 (0.2168) loss_rec_sfr: 0.2650 (0.2774) loss_cl: -0.2788 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [00:18:46.743947] Epoch: [290] [2580/2904] eta: 0:04:03 lr: 0.001810 loss: 0.1807 (0.1908) loss_rec_all: 0.2070 (0.2168) loss_rec_sfr: 0.2538 (0.2776) loss_cl: -0.2790 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [00:19:01.654593] Epoch: [290] [2600/2904] eta: 0:03:48 lr: 0.001810 loss: 0.1803 (0.1909) loss_rec_all: 0.2068 (0.2168) loss_rec_sfr: 0.2232 (0.2777) loss_cl: -0.2785 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [00:19:16.571129] Epoch: [290] [2620/2904] eta: 0:03:33 lr: 0.001810 loss: 0.1825 (0.1909) loss_rec_all: 0.2089 (0.2168) loss_rec_sfr: 0.2616 (0.2777) loss_cl: -0.2785 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [00:19:31.485385] Epoch: [290] [2640/2904] eta: 0:03:18 lr: 0.001810 loss: 0.1844 (0.1910) loss_rec_all: 0.2104 (0.2169) loss_rec_sfr: 0.2719 (0.2779) loss_cl: -0.2790 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [00:19:46.397344] Epoch: [290] [2660/2904] eta: 0:03:03 lr: 0.001810 loss: 0.1830 (0.1910) loss_rec_all: 0.2092 (0.2169) loss_rec_sfr: 0.2605 (0.2780) loss_cl: -0.2793 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [00:20:01.310340] Epoch: [290] [2680/2904] eta: 0:02:48 lr: 0.001810 loss: 0.1807 (0.1910) loss_rec_all: 0.2067 (0.2169) loss_rec_sfr: 0.2599 (0.2780) loss_cl: -0.2793 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [00:20:16.225304] Epoch: [290] [2700/2904] eta: 0:02:33 lr: 0.001810 loss: 0.1812 (0.1910) loss_rec_all: 0.2073 (0.2169) loss_rec_sfr: 0.2608 (0.2779) loss_cl: -0.2784 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [00:20:31.134373] Epoch: [290] [2720/2904] eta: 0:02:18 lr: 0.001810 loss: 0.1806 (0.1909) loss_rec_all: 0.2069 (0.2169) loss_rec_sfr: 0.2584 (0.2778) loss_cl: -0.2783 (-0.2789) time: 0.7454 data: 0.0003 max mem: 29860 [00:20:46.040721] Epoch: [290] [2740/2904] eta: 0:02:03 lr: 0.001810 loss: 0.1823 (0.1910) loss_rec_all: 0.2085 (0.2169) loss_rec_sfr: 0.2613 (0.2780) loss_cl: -0.2779 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [00:21:00.949316] Epoch: [290] [2760/2904] eta: 0:01:48 lr: 0.001810 loss: 0.1813 (0.1910) loss_rec_all: 0.2071 (0.2169) loss_rec_sfr: 0.2674 (0.2779) loss_cl: -0.2788 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [00:21:15.857038] Epoch: [290] [2780/2904] eta: 0:01:33 lr: 0.001810 loss: 0.1850 (0.1910) loss_rec_all: 0.2114 (0.2170) loss_rec_sfr: 0.2768 (0.2782) loss_cl: -0.2798 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [00:21:30.773467] Epoch: [290] [2800/2904] eta: 0:01:18 lr: 0.001810 loss: 0.1781 (0.1909) loss_rec_all: 0.2045 (0.2169) loss_rec_sfr: 0.2353 (0.2779) loss_cl: -0.2795 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [00:21:45.704749] Epoch: [290] [2820/2904] eta: 0:01:03 lr: 0.001810 loss: 0.1810 (0.1909) loss_rec_all: 0.2069 (0.2169) loss_rec_sfr: 0.2685 (0.2779) loss_cl: -0.2780 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [00:22:00.653000] Epoch: [290] [2840/2904] eta: 0:00:48 lr: 0.001810 loss: 0.1814 (0.1909) loss_rec_all: 0.2077 (0.2168) loss_rec_sfr: 0.2621 (0.2779) loss_cl: -0.2781 (-0.2788) time: 0.7474 data: 0.0023 max mem: 29860 [00:22:15.549182] Epoch: [290] [2860/2904] eta: 0:00:33 lr: 0.001810 loss: 0.1816 (0.1909) loss_rec_all: 0.2075 (0.2168) loss_rec_sfr: 0.2685 (0.2778) loss_cl: -0.2792 (-0.2788) time: 0.7448 data: 0.0001 max mem: 29860 [00:22:30.451769] Epoch: [290] [2880/2904] eta: 0:00:18 lr: 0.001810 loss: 0.1800 (0.1909) loss_rec_all: 0.2065 (0.2168) loss_rec_sfr: 0.2689 (0.2779) loss_cl: -0.2794 (-0.2788) time: 0.7451 data: 0.0001 max mem: 29860 [00:22:45.341486] Epoch: [290] [2900/2904] eta: 0:00:03 lr: 0.001810 loss: 0.1814 (0.1909) loss_rec_all: 0.2078 (0.2168) loss_rec_sfr: 0.2638 (0.2780) loss_cl: -0.2791 (-0.2788) time: 0.7444 data: 0.0001 max mem: 29860 [00:22:47.582311] Epoch: [290] [2903/2904] eta: 0:00:00 lr: 0.001810 loss: 0.1834 (0.1909) loss_rec_all: 0.2093 (0.2168) loss_rec_sfr: 0.2638 (0.2779) loss_cl: -0.2790 (-0.2788) time: 0.7444 data: 0.0001 max mem: 29860 [00:22:49.580831] Epoch: [290] Total time: 0:36:25 (0.7525 s / it) [00:22:49.592216] Averaged stats: lr: 0.001810 loss: 0.1834 (0.1937) loss_rec_all: 0.2093 (0.2173) loss_rec_sfr: 0.2638 (0.2797) loss_cl: -0.2790 (-0.2556) [00:22:49.596978] log_dir: ./checkpoint/VF2_ViT-B [00:23:07.951289] Epoch: [291] [ 0/2904] eta: 14:48:19 lr: 0.001810 loss: 0.1685 (0.1685) loss_rec_all: 0.1951 (0.1951) loss_rec_sfr: 0.1822 (0.1822) loss_cl: -0.2788 (-0.2788) time: 18.3537 data: 17.6228 max mem: 29860 [00:23:23.130514] Epoch: [291] [ 20/2904] eta: 1:16:44 lr: 0.001810 loss: 0.1793 (0.1875) loss_rec_all: 0.2054 (0.2135) loss_rec_sfr: 0.2549 (0.2649) loss_cl: -0.2784 (-0.2782) time: 0.7589 data: 0.0004 max mem: 29860 [00:23:38.007646] Epoch: [291] [ 40/2904] eta: 0:56:21 lr: 0.001810 loss: 0.1873 (0.1930) loss_rec_all: 0.2135 (0.2188) loss_rec_sfr: 0.2643 (0.2825) loss_cl: -0.2789 (-0.2784) time: 0.7438 data: 0.0003 max mem: 29860 [00:23:52.887538] Epoch: [291] [ 60/2904] eta: 0:49:10 lr: 0.001810 loss: 0.1823 (0.1934) loss_rec_all: 0.2084 (0.2193) loss_rec_sfr: 0.2587 (0.2851) loss_cl: -0.2802 (-0.2789) time: 0.7439 data: 0.0003 max mem: 29860 [00:24:07.779839] Epoch: [291] [ 80/2904] eta: 0:45:25 lr: 0.001810 loss: 0.1834 (0.1941) loss_rec_all: 0.2093 (0.2200) loss_rec_sfr: 0.2574 (0.2874) loss_cl: -0.2791 (-0.2790) time: 0.7446 data: 0.0003 max mem: 29860 [00:24:22.684020] Epoch: [291] [ 100/2904] eta: 0:43:04 lr: 0.001810 loss: 0.1789 (0.1911) loss_rec_all: 0.2051 (0.2171) loss_rec_sfr: 0.2344 (0.2776) loss_cl: -0.2783 (-0.2788) time: 0.7452 data: 0.0004 max mem: 29860 [00:24:37.601334] Epoch: [291] [ 120/2904] eta: 0:41:24 lr: 0.001810 loss: 0.1815 (0.1913) loss_rec_all: 0.2080 (0.2172) loss_rec_sfr: 0.2600 (0.2780) loss_cl: -0.2783 (-0.2787) time: 0.7458 data: 0.0003 max mem: 29860 [00:24:52.518144] Epoch: [291] [ 140/2904] eta: 0:40:09 lr: 0.001810 loss: 0.1821 (0.1917) loss_rec_all: 0.2082 (0.2176) loss_rec_sfr: 0.2572 (0.2788) loss_cl: -0.2793 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [00:25:07.455303] Epoch: [291] [ 160/2904] eta: 0:39:09 lr: 0.001810 loss: 0.1817 (0.1913) loss_rec_all: 0.2083 (0.2173) loss_rec_sfr: 0.2576 (0.2779) loss_cl: -0.2798 (-0.2789) time: 0.7468 data: 0.0002 max mem: 29860 [00:25:22.376364] Epoch: [291] [ 180/2904] eta: 0:38:19 lr: 0.001810 loss: 0.1835 (0.1915) loss_rec_all: 0.2098 (0.2175) loss_rec_sfr: 0.2618 (0.2775) loss_cl: -0.2794 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [00:25:37.287497] Epoch: [291] [ 200/2904] eta: 0:37:35 lr: 0.001810 loss: 0.1820 (0.1910) loss_rec_all: 0.2082 (0.2169) loss_rec_sfr: 0.2555 (0.2759) loss_cl: -0.2788 (-0.2789) time: 0.7455 data: 0.0003 max mem: 29860 [00:25:52.201231] Epoch: [291] [ 220/2904] eta: 0:36:57 lr: 0.001810 loss: 0.1814 (0.1902) loss_rec_all: 0.2073 (0.2162) loss_rec_sfr: 0.2596 (0.2736) loss_cl: -0.2787 (-0.2789) time: 0.7456 data: 0.0004 max mem: 29860 [00:26:07.116736] Epoch: [291] [ 240/2904] eta: 0:36:23 lr: 0.001810 loss: 0.1800 (0.1900) loss_rec_all: 0.2063 (0.2160) loss_rec_sfr: 0.2657 (0.2733) loss_cl: -0.2789 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [00:26:22.030620] Epoch: [291] [ 260/2904] eta: 0:35:51 lr: 0.001810 loss: 0.1779 (0.1901) loss_rec_all: 0.2043 (0.2160) loss_rec_sfr: 0.2183 (0.2735) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [00:26:36.985213] Epoch: [291] [ 280/2904] eta: 0:35:23 lr: 0.001810 loss: 0.1838 (0.1899) loss_rec_all: 0.2102 (0.2158) loss_rec_sfr: 0.2635 (0.2721) loss_cl: -0.2794 (-0.2789) time: 0.7477 data: 0.0002 max mem: 29860 [00:26:51.900193] Epoch: [291] [ 300/2904] eta: 0:34:56 lr: 0.001810 loss: 0.1834 (0.1905) loss_rec_all: 0.2096 (0.2165) loss_rec_sfr: 0.2683 (0.2746) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [00:27:06.831439] Epoch: [291] [ 320/2904] eta: 0:34:30 lr: 0.001810 loss: 0.1813 (0.1905) loss_rec_all: 0.2072 (0.2164) loss_rec_sfr: 0.2646 (0.2749) loss_cl: -0.2790 (-0.2788) time: 0.7465 data: 0.0003 max mem: 29860 [00:27:21.737160] Epoch: [291] [ 340/2904] eta: 0:34:06 lr: 0.001809 loss: 0.1801 (0.1906) loss_rec_all: 0.2064 (0.2165) loss_rec_sfr: 0.2627 (0.2756) loss_cl: -0.2783 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [00:27:36.672751] Epoch: [291] [ 360/2904] eta: 0:33:42 lr: 0.001809 loss: 0.1835 (0.1909) loss_rec_all: 0.2095 (0.2168) loss_rec_sfr: 0.2578 (0.2766) loss_cl: -0.2791 (-0.2788) time: 0.7467 data: 0.0003 max mem: 29860 [00:27:51.582861] Epoch: [291] [ 380/2904] eta: 0:33:20 lr: 0.001809 loss: 0.1778 (0.1908) loss_rec_all: 0.2042 (0.2167) loss_rec_sfr: 0.2654 (0.2773) loss_cl: -0.2799 (-0.2789) time: 0.7454 data: 0.0003 max mem: 29860 [00:28:06.502548] Epoch: [291] [ 400/2904] eta: 0:32:58 lr: 0.001809 loss: 0.1810 (0.1908) loss_rec_all: 0.2070 (0.2167) loss_rec_sfr: 0.2670 (0.2777) loss_cl: -0.2788 (-0.2789) time: 0.7459 data: 0.0003 max mem: 29860 [00:28:21.417236] Epoch: [291] [ 420/2904] eta: 0:32:37 lr: 0.001809 loss: 0.1797 (0.1907) loss_rec_all: 0.2060 (0.2167) loss_rec_sfr: 0.2619 (0.2776) loss_cl: -0.2789 (-0.2789) time: 0.7457 data: 0.0003 max mem: 29860 [00:28:36.331044] Epoch: [291] [ 440/2904] eta: 0:32:17 lr: 0.001809 loss: 0.1817 (0.1907) loss_rec_all: 0.2074 (0.2166) loss_rec_sfr: 0.2714 (0.2781) loss_cl: -0.2784 (-0.2789) time: 0.7456 data: 0.0003 max mem: 29860 [00:28:51.244671] Epoch: [291] [ 460/2904] eta: 0:31:57 lr: 0.001809 loss: 0.1825 (0.1907) loss_rec_all: 0.2086 (0.2167) loss_rec_sfr: 0.2552 (0.2780) loss_cl: -0.2783 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [00:29:06.152467] Epoch: [291] [ 480/2904] eta: 0:31:37 lr: 0.001809 loss: 0.1788 (0.1906) loss_rec_all: 0.2048 (0.2165) loss_rec_sfr: 0.2742 (0.2781) loss_cl: -0.2786 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [00:29:21.066134] Epoch: [291] [ 500/2904] eta: 0:31:18 lr: 0.001809 loss: 0.1826 (0.1908) loss_rec_all: 0.2090 (0.2167) loss_rec_sfr: 0.2682 (0.2792) loss_cl: -0.2784 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [00:29:35.989918] Epoch: [291] [ 520/2904] eta: 0:30:59 lr: 0.001809 loss: 0.1852 (0.1909) loss_rec_all: 0.2111 (0.2168) loss_rec_sfr: 0.2668 (0.2794) loss_cl: -0.2785 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [00:29:50.918292] Epoch: [291] [ 540/2904] eta: 0:30:40 lr: 0.001809 loss: 0.1855 (0.1911) loss_rec_all: 0.2115 (0.2170) loss_rec_sfr: 0.2659 (0.2800) loss_cl: -0.2798 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [00:30:05.853320] Epoch: [291] [ 560/2904] eta: 0:30:22 lr: 0.001809 loss: 0.1780 (0.1910) loss_rec_all: 0.2038 (0.2169) loss_rec_sfr: 0.2594 (0.2798) loss_cl: -0.2784 (-0.2788) time: 0.7467 data: 0.0003 max mem: 29860 [00:30:20.781999] Epoch: [291] [ 580/2904] eta: 0:30:04 lr: 0.001809 loss: 0.1814 (0.1909) loss_rec_all: 0.2073 (0.2169) loss_rec_sfr: 0.2675 (0.2802) loss_cl: -0.2789 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [00:30:35.710278] Epoch: [291] [ 600/2904] eta: 0:29:46 lr: 0.001809 loss: 0.1819 (0.1909) loss_rec_all: 0.2078 (0.2168) loss_rec_sfr: 0.2631 (0.2804) loss_cl: -0.2785 (-0.2788) time: 0.7464 data: 0.0003 max mem: 29860 [00:30:50.636746] Epoch: [291] [ 620/2904] eta: 0:29:29 lr: 0.001809 loss: 0.1823 (0.1910) loss_rec_all: 0.2082 (0.2169) loss_rec_sfr: 0.2608 (0.2806) loss_cl: -0.2787 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [00:31:05.563331] Epoch: [291] [ 640/2904] eta: 0:29:11 lr: 0.001809 loss: 0.1829 (0.1909) loss_rec_all: 0.2089 (0.2169) loss_rec_sfr: 0.2717 (0.2805) loss_cl: -0.2790 (-0.2788) time: 0.7463 data: 0.0003 max mem: 29860 [00:31:20.489524] Epoch: [291] [ 660/2904] eta: 0:28:54 lr: 0.001809 loss: 0.1792 (0.1909) loss_rec_all: 0.2052 (0.2168) loss_rec_sfr: 0.2669 (0.2805) loss_cl: -0.2790 (-0.2788) time: 0.7463 data: 0.0003 max mem: 29860 [00:31:35.415399] Epoch: [291] [ 680/2904] eta: 0:28:37 lr: 0.001809 loss: 0.1837 (0.1909) loss_rec_all: 0.2097 (0.2168) loss_rec_sfr: 0.2613 (0.2804) loss_cl: -0.2793 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [00:31:50.343602] Epoch: [291] [ 700/2904] eta: 0:28:20 lr: 0.001809 loss: 0.1804 (0.1909) loss_rec_all: 0.2063 (0.2168) loss_rec_sfr: 0.2722 (0.2806) loss_cl: -0.2784 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [00:32:05.266058] Epoch: [291] [ 720/2904] eta: 0:28:03 lr: 0.001809 loss: 0.1818 (0.1909) loss_rec_all: 0.2078 (0.2168) loss_rec_sfr: 0.2597 (0.2806) loss_cl: -0.2787 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [00:32:20.188411] Epoch: [291] [ 740/2904] eta: 0:27:46 lr: 0.001809 loss: 0.1907 (0.1914) loss_rec_all: 0.2168 (0.2173) loss_rec_sfr: 0.2794 (0.2822) loss_cl: -0.2787 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [00:32:35.111103] Epoch: [291] [ 760/2904] eta: 0:27:29 lr: 0.001809 loss: 0.1843 (0.1914) loss_rec_all: 0.2105 (0.2173) loss_rec_sfr: 0.2699 (0.2824) loss_cl: -0.2802 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [00:32:50.029886] Epoch: [291] [ 780/2904] eta: 0:27:12 lr: 0.001809 loss: 0.1778 (0.1914) loss_rec_all: 0.2040 (0.2173) loss_rec_sfr: 0.2621 (0.2826) loss_cl: -0.2791 (-0.2789) time: 0.7459 data: 0.0003 max mem: 29860 [00:33:04.949099] Epoch: [291] [ 800/2904] eta: 0:26:56 lr: 0.001809 loss: 0.1812 (0.1913) loss_rec_all: 0.2070 (0.2172) loss_rec_sfr: 0.2258 (0.2819) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [00:33:19.863691] Epoch: [291] [ 820/2904] eta: 0:26:39 lr: 0.001809 loss: 0.1861 (0.1916) loss_rec_all: 0.2127 (0.2175) loss_rec_sfr: 0.2722 (0.2832) loss_cl: -0.2783 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [00:33:34.786515] Epoch: [291] [ 840/2904] eta: 0:26:23 lr: 0.001809 loss: 0.1845 (0.1918) loss_rec_all: 0.2105 (0.2177) loss_rec_sfr: 0.2592 (0.2835) loss_cl: -0.2782 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [00:33:49.704385] Epoch: [291] [ 860/2904] eta: 0:26:06 lr: 0.001809 loss: 0.1796 (0.1917) loss_rec_all: 0.2058 (0.2176) loss_rec_sfr: 0.2684 (0.2835) loss_cl: -0.2794 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [00:34:04.623003] Epoch: [291] [ 880/2904] eta: 0:25:50 lr: 0.001809 loss: 0.1796 (0.1917) loss_rec_all: 0.2055 (0.2176) loss_rec_sfr: 0.2480 (0.2832) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [00:34:19.534298] Epoch: [291] [ 900/2904] eta: 0:25:34 lr: 0.001809 loss: 0.1785 (0.1917) loss_rec_all: 0.2045 (0.2176) loss_rec_sfr: 0.2649 (0.2833) loss_cl: -0.2791 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [00:34:34.448883] Epoch: [291] [ 920/2904] eta: 0:25:18 lr: 0.001809 loss: 0.1781 (0.1914) loss_rec_all: 0.2045 (0.2173) loss_rec_sfr: 0.2288 (0.2825) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [00:34:49.358091] Epoch: [291] [ 940/2904] eta: 0:25:02 lr: 0.001809 loss: 0.1793 (0.1913) loss_rec_all: 0.2057 (0.2172) loss_rec_sfr: 0.2632 (0.2820) loss_cl: -0.2793 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [00:35:04.259915] Epoch: [291] [ 960/2904] eta: 0:24:46 lr: 0.001809 loss: 0.1802 (0.1913) loss_rec_all: 0.2063 (0.2172) loss_rec_sfr: 0.2619 (0.2819) loss_cl: -0.2795 (-0.2788) time: 0.7450 data: 0.0003 max mem: 29860 [00:35:19.168416] Epoch: [291] [ 980/2904] eta: 0:24:30 lr: 0.001809 loss: 0.1775 (0.1911) loss_rec_all: 0.2037 (0.2170) loss_rec_sfr: 0.2642 (0.2818) loss_cl: -0.2792 (-0.2789) time: 0.7454 data: 0.0003 max mem: 29860 [00:35:34.073142] Epoch: [291] [1000/2904] eta: 0:24:14 lr: 0.001809 loss: 0.1809 (0.1911) loss_rec_all: 0.2069 (0.2170) loss_rec_sfr: 0.2595 (0.2816) loss_cl: -0.2771 (-0.2788) time: 0.7452 data: 0.0003 max mem: 29860 [00:35:48.986657] Epoch: [291] [1020/2904] eta: 0:23:58 lr: 0.001808 loss: 0.1804 (0.1911) loss_rec_all: 0.2068 (0.2170) loss_rec_sfr: 0.2559 (0.2814) loss_cl: -0.2795 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [00:36:03.895673] Epoch: [291] [1040/2904] eta: 0:23:42 lr: 0.001808 loss: 0.1805 (0.1910) loss_rec_all: 0.2068 (0.2169) loss_rec_sfr: 0.2517 (0.2812) loss_cl: -0.2786 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [00:36:18.812599] Epoch: [291] [1060/2904] eta: 0:23:26 lr: 0.001808 loss: 0.1914 (0.1913) loss_rec_all: 0.2175 (0.2172) loss_rec_sfr: 0.2671 (0.2821) loss_cl: -0.2794 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [00:36:33.722797] Epoch: [291] [1080/2904] eta: 0:23:10 lr: 0.001808 loss: 0.1847 (0.1914) loss_rec_all: 0.2108 (0.2173) loss_rec_sfr: 0.2729 (0.2824) loss_cl: -0.2797 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [00:36:48.632482] Epoch: [291] [1100/2904] eta: 0:22:54 lr: 0.001808 loss: 0.1785 (0.1913) loss_rec_all: 0.2046 (0.2173) loss_rec_sfr: 0.2602 (0.2822) loss_cl: -0.2792 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [00:37:03.536040] Epoch: [291] [1120/2904] eta: 0:22:38 lr: 0.001808 loss: 0.1805 (0.1912) loss_rec_all: 0.2064 (0.2172) loss_rec_sfr: 0.2624 (0.2818) loss_cl: -0.2787 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [00:37:18.446630] Epoch: [291] [1140/2904] eta: 0:22:23 lr: 0.001808 loss: 0.1811 (0.1912) loss_rec_all: 0.2073 (0.2171) loss_rec_sfr: 0.2259 (0.2813) loss_cl: -0.2782 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [00:37:33.356328] Epoch: [291] [1160/2904] eta: 0:22:07 lr: 0.001808 loss: 0.1794 (0.1912) loss_rec_all: 0.2058 (0.2171) loss_rec_sfr: 0.2607 (0.2814) loss_cl: -0.2797 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [00:37:48.270063] Epoch: [291] [1180/2904] eta: 0:21:51 lr: 0.001808 loss: 0.1811 (0.1912) loss_rec_all: 0.2074 (0.2171) loss_rec_sfr: 0.2623 (0.2813) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [00:38:03.179530] Epoch: [291] [1200/2904] eta: 0:21:36 lr: 0.001808 loss: 0.1857 (0.1913) loss_rec_all: 0.2119 (0.2172) loss_rec_sfr: 0.2667 (0.2816) loss_cl: -0.2803 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [00:38:18.087044] Epoch: [291] [1220/2904] eta: 0:21:20 lr: 0.001808 loss: 0.1837 (0.1912) loss_rec_all: 0.2095 (0.2171) loss_rec_sfr: 0.2627 (0.2813) loss_cl: -0.2793 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [00:38:32.995935] Epoch: [291] [1240/2904] eta: 0:21:04 lr: 0.001808 loss: 0.1791 (0.1912) loss_rec_all: 0.2051 (0.2171) loss_rec_sfr: 0.2596 (0.2812) loss_cl: -0.2784 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [00:38:47.907651] Epoch: [291] [1260/2904] eta: 0:20:49 lr: 0.001808 loss: 0.1789 (0.1910) loss_rec_all: 0.2049 (0.2169) loss_rec_sfr: 0.2660 (0.2806) loss_cl: -0.2783 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [00:39:02.815420] Epoch: [291] [1280/2904] eta: 0:20:33 lr: 0.001808 loss: 0.1802 (0.1910) loss_rec_all: 0.2069 (0.2169) loss_rec_sfr: 0.2598 (0.2804) loss_cl: -0.2799 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [00:39:17.724266] Epoch: [291] [1300/2904] eta: 0:20:18 lr: 0.001808 loss: 0.1780 (0.1910) loss_rec_all: 0.2043 (0.2169) loss_rec_sfr: 0.2698 (0.2809) loss_cl: -0.2798 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [00:39:32.633794] Epoch: [291] [1320/2904] eta: 0:20:02 lr: 0.001808 loss: 0.1812 (0.1911) loss_rec_all: 0.2077 (0.2170) loss_rec_sfr: 0.2648 (0.2811) loss_cl: -0.2801 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [00:39:47.548650] Epoch: [291] [1340/2904] eta: 0:19:47 lr: 0.001808 loss: 0.1807 (0.1911) loss_rec_all: 0.2067 (0.2170) loss_rec_sfr: 0.2515 (0.2811) loss_cl: -0.2793 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [00:40:02.452651] Epoch: [291] [1360/2904] eta: 0:19:31 lr: 0.001808 loss: 0.1856 (0.1912) loss_rec_all: 0.2115 (0.2171) loss_rec_sfr: 0.2568 (0.2814) loss_cl: -0.2782 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [00:40:17.358935] Epoch: [291] [1380/2904] eta: 0:19:16 lr: 0.001808 loss: 0.1817 (0.1912) loss_rec_all: 0.2079 (0.2171) loss_rec_sfr: 0.2663 (0.2813) loss_cl: -0.2780 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [00:40:32.265935] Epoch: [291] [1400/2904] eta: 0:19:00 lr: 0.001808 loss: 0.1835 (0.1913) loss_rec_all: 0.2098 (0.2172) loss_rec_sfr: 0.2263 (0.2812) loss_cl: -0.2788 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [00:40:47.177516] Epoch: [291] [1420/2904] eta: 0:18:45 lr: 0.001808 loss: 0.1818 (0.1914) loss_rec_all: 0.2082 (0.2173) loss_rec_sfr: 0.2599 (0.2813) loss_cl: -0.2784 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [00:41:02.087194] Epoch: [291] [1440/2904] eta: 0:18:29 lr: 0.001808 loss: 0.1844 (0.1914) loss_rec_all: 0.2106 (0.2173) loss_rec_sfr: 0.2673 (0.2814) loss_cl: -0.2795 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [00:41:16.996289] Epoch: [291] [1460/2904] eta: 0:18:14 lr: 0.001808 loss: 0.1818 (0.1913) loss_rec_all: 0.2080 (0.2172) loss_rec_sfr: 0.2639 (0.2812) loss_cl: -0.2780 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [00:41:31.900453] Epoch: [291] [1480/2904] eta: 0:17:59 lr: 0.001808 loss: 0.1801 (0.1912) loss_rec_all: 0.2065 (0.2171) loss_rec_sfr: 0.2564 (0.2810) loss_cl: -0.2787 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [00:41:46.810745] Epoch: [291] [1500/2904] eta: 0:17:43 lr: 0.001808 loss: 0.1861 (0.1914) loss_rec_all: 0.2122 (0.2173) loss_rec_sfr: 0.2728 (0.2816) loss_cl: -0.2779 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [00:42:01.713908] Epoch: [291] [1520/2904] eta: 0:17:28 lr: 0.001808 loss: 0.1788 (0.1913) loss_rec_all: 0.2047 (0.2172) loss_rec_sfr: 0.2560 (0.2812) loss_cl: -0.2787 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [00:42:16.618672] Epoch: [291] [1540/2904] eta: 0:17:12 lr: 0.001808 loss: 0.1780 (0.1913) loss_rec_all: 0.2040 (0.2172) loss_rec_sfr: 0.2592 (0.2812) loss_cl: -0.2790 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [00:42:31.525400] Epoch: [291] [1560/2904] eta: 0:16:57 lr: 0.001808 loss: 0.1813 (0.1913) loss_rec_all: 0.2075 (0.2172) loss_rec_sfr: 0.2683 (0.2813) loss_cl: -0.2800 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [00:42:46.432522] Epoch: [291] [1580/2904] eta: 0:16:42 lr: 0.001808 loss: 0.1824 (0.1912) loss_rec_all: 0.2084 (0.2172) loss_rec_sfr: 0.2691 (0.2812) loss_cl: -0.2799 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [00:43:01.344733] Epoch: [291] [1600/2904] eta: 0:16:26 lr: 0.001808 loss: 0.1785 (0.1913) loss_rec_all: 0.2050 (0.2172) loss_rec_sfr: 0.2628 (0.2813) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [00:43:16.250478] Epoch: [291] [1620/2904] eta: 0:16:11 lr: 0.001808 loss: 0.1820 (0.1913) loss_rec_all: 0.2078 (0.2172) loss_rec_sfr: 0.2607 (0.2814) loss_cl: -0.2784 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [00:43:31.159438] Epoch: [291] [1640/2904] eta: 0:15:56 lr: 0.001808 loss: 0.1794 (0.1914) loss_rec_all: 0.2056 (0.2173) loss_rec_sfr: 0.2497 (0.2815) loss_cl: -0.2785 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [00:43:46.063137] Epoch: [291] [1660/2904] eta: 0:15:40 lr: 0.001808 loss: 0.1809 (0.1914) loss_rec_all: 0.2067 (0.2173) loss_rec_sfr: 0.2352 (0.2815) loss_cl: -0.2782 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [00:44:00.968199] Epoch: [291] [1680/2904] eta: 0:15:25 lr: 0.001808 loss: 0.1799 (0.1914) loss_rec_all: 0.2061 (0.2173) loss_rec_sfr: 0.2609 (0.2814) loss_cl: -0.2787 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [00:44:15.878696] Epoch: [291] [1700/2904] eta: 0:15:10 lr: 0.001807 loss: 0.1808 (0.1914) loss_rec_all: 0.2069 (0.2173) loss_rec_sfr: 0.2273 (0.2813) loss_cl: -0.2794 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [00:44:30.788909] Epoch: [291] [1720/2904] eta: 0:14:55 lr: 0.001807 loss: 0.1792 (0.1913) loss_rec_all: 0.2052 (0.2173) loss_rec_sfr: 0.2291 (0.2812) loss_cl: -0.2796 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [00:44:45.700287] Epoch: [291] [1740/2904] eta: 0:14:39 lr: 0.001807 loss: 0.1826 (0.1915) loss_rec_all: 0.2089 (0.2174) loss_rec_sfr: 0.2679 (0.2814) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [00:45:00.609349] Epoch: [291] [1760/2904] eta: 0:14:24 lr: 0.001807 loss: 0.1834 (0.1915) loss_rec_all: 0.2098 (0.2174) loss_rec_sfr: 0.2701 (0.2817) loss_cl: -0.2785 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [00:45:15.511936] Epoch: [291] [1780/2904] eta: 0:14:09 lr: 0.001807 loss: 0.1832 (0.1916) loss_rec_all: 0.2097 (0.2175) loss_rec_sfr: 0.2567 (0.2818) loss_cl: -0.2790 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [00:45:30.420453] Epoch: [291] [1800/2904] eta: 0:13:54 lr: 0.001807 loss: 0.1822 (0.1916) loss_rec_all: 0.2082 (0.2175) loss_rec_sfr: 0.2630 (0.2819) loss_cl: -0.2788 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [00:45:45.330536] Epoch: [291] [1820/2904] eta: 0:13:38 lr: 0.001807 loss: 0.1784 (0.1916) loss_rec_all: 0.2044 (0.2175) loss_rec_sfr: 0.2658 (0.2818) loss_cl: -0.2791 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [00:46:00.237992] Epoch: [291] [1840/2904] eta: 0:13:23 lr: 0.001807 loss: 0.1827 (0.1915) loss_rec_all: 0.2085 (0.2175) loss_rec_sfr: 0.2670 (0.2817) loss_cl: -0.2787 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [00:46:15.151122] Epoch: [291] [1860/2904] eta: 0:13:08 lr: 0.001807 loss: 0.1915 (0.1918) loss_rec_all: 0.2175 (0.2177) loss_rec_sfr: 0.2629 (0.2823) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [00:46:30.062993] Epoch: [291] [1880/2904] eta: 0:12:53 lr: 0.001807 loss: 0.1790 (0.1917) loss_rec_all: 0.2051 (0.2176) loss_rec_sfr: 0.2555 (0.2821) loss_cl: -0.2794 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [00:46:44.972279] Epoch: [291] [1900/2904] eta: 0:12:38 lr: 0.001807 loss: 0.1800 (0.1917) loss_rec_all: 0.2067 (0.2176) loss_rec_sfr: 0.2550 (0.2819) loss_cl: -0.2790 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [00:46:59.876965] Epoch: [291] [1920/2904] eta: 0:12:22 lr: 0.001807 loss: 0.1805 (0.1916) loss_rec_all: 0.2064 (0.2175) loss_rec_sfr: 0.2507 (0.2817) loss_cl: -0.2782 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [00:47:14.784118] Epoch: [291] [1940/2904] eta: 0:12:07 lr: 0.001807 loss: 0.1794 (0.1917) loss_rec_all: 0.2054 (0.2176) loss_rec_sfr: 0.2695 (0.2821) loss_cl: -0.2777 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [00:47:29.687944] Epoch: [291] [1960/2904] eta: 0:11:52 lr: 0.001807 loss: 0.1793 (0.1917) loss_rec_all: 0.2053 (0.2176) loss_rec_sfr: 0.2580 (0.2821) loss_cl: -0.2796 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [00:47:44.592026] Epoch: [291] [1980/2904] eta: 0:11:37 lr: 0.001807 loss: 0.1832 (0.1917) loss_rec_all: 0.2097 (0.2176) loss_rec_sfr: 0.2691 (0.2820) loss_cl: -0.2795 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [00:47:59.495809] Epoch: [291] [2000/2904] eta: 0:11:22 lr: 0.001807 loss: 0.1809 (0.1918) loss_rec_all: 0.2073 (0.2177) loss_rec_sfr: 0.2617 (0.2822) loss_cl: -0.2793 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [00:48:14.400217] Epoch: [291] [2020/2904] eta: 0:11:06 lr: 0.001807 loss: 0.1824 (0.1917) loss_rec_all: 0.2088 (0.2176) loss_rec_sfr: 0.2295 (0.2820) loss_cl: -0.2778 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [00:48:29.306373] Epoch: [291] [2040/2904] eta: 0:10:51 lr: 0.001807 loss: 0.1788 (0.1917) loss_rec_all: 0.2051 (0.2176) loss_rec_sfr: 0.2612 (0.2818) loss_cl: -0.2784 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [00:48:44.219223] Epoch: [291] [2060/2904] eta: 0:10:36 lr: 0.001807 loss: 0.1794 (0.1917) loss_rec_all: 0.2059 (0.2176) loss_rec_sfr: 0.2697 (0.2818) loss_cl: -0.2794 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [00:48:59.126284] Epoch: [291] [2080/2904] eta: 0:10:21 lr: 0.001807 loss: 0.1781 (0.1916) loss_rec_all: 0.2046 (0.2176) loss_rec_sfr: 0.2628 (0.2817) loss_cl: -0.2795 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [00:49:14.038272] Epoch: [291] [2100/2904] eta: 0:10:06 lr: 0.001807 loss: 0.1808 (0.1916) loss_rec_all: 0.2067 (0.2175) loss_rec_sfr: 0.2614 (0.2815) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [00:49:28.948512] Epoch: [291] [2120/2904] eta: 0:09:51 lr: 0.001807 loss: 0.1842 (0.1916) loss_rec_all: 0.2101 (0.2175) loss_rec_sfr: 0.2680 (0.2815) loss_cl: -0.2780 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [00:49:43.858320] Epoch: [291] [2140/2904] eta: 0:09:36 lr: 0.001807 loss: 0.1791 (0.1915) loss_rec_all: 0.2051 (0.2174) loss_rec_sfr: 0.2503 (0.2811) loss_cl: -0.2785 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [00:49:58.772093] Epoch: [291] [2160/2904] eta: 0:09:20 lr: 0.001807 loss: 0.1818 (0.1914) loss_rec_all: 0.2077 (0.2174) loss_rec_sfr: 0.2568 (0.2809) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [00:50:13.683274] Epoch: [291] [2180/2904] eta: 0:09:05 lr: 0.001807 loss: 0.1809 (0.1914) loss_rec_all: 0.2071 (0.2173) loss_rec_sfr: 0.2627 (0.2808) loss_cl: -0.2798 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [00:50:28.587884] Epoch: [291] [2200/2904] eta: 0:08:50 lr: 0.001807 loss: 0.1777 (0.1914) loss_rec_all: 0.2039 (0.2173) loss_rec_sfr: 0.2656 (0.2808) loss_cl: -0.2786 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [00:50:43.491748] Epoch: [291] [2220/2904] eta: 0:08:35 lr: 0.001807 loss: 0.1805 (0.1914) loss_rec_all: 0.2066 (0.2173) loss_rec_sfr: 0.2643 (0.2808) loss_cl: -0.2783 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [00:50:58.396387] Epoch: [291] [2240/2904] eta: 0:08:20 lr: 0.001807 loss: 0.1788 (0.1914) loss_rec_all: 0.2051 (0.2173) loss_rec_sfr: 0.2582 (0.2808) loss_cl: -0.2792 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [00:51:13.304235] Epoch: [291] [2260/2904] eta: 0:08:05 lr: 0.001807 loss: 0.1872 (0.1915) loss_rec_all: 0.2131 (0.2175) loss_rec_sfr: 0.2679 (0.2813) loss_cl: -0.2786 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [00:51:28.213945] Epoch: [291] [2280/2904] eta: 0:07:50 lr: 0.001807 loss: 0.1822 (0.1916) loss_rec_all: 0.2081 (0.2175) loss_rec_sfr: 0.2617 (0.2813) loss_cl: -0.2783 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [00:51:43.123883] Epoch: [291] [2300/2904] eta: 0:07:35 lr: 0.001807 loss: 0.1837 (0.1916) loss_rec_all: 0.2095 (0.2175) loss_rec_sfr: 0.2662 (0.2813) loss_cl: -0.2783 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [00:51:58.028316] Epoch: [291] [2320/2904] eta: 0:07:19 lr: 0.001807 loss: 0.1819 (0.1915) loss_rec_all: 0.2077 (0.2175) loss_rec_sfr: 0.2729 (0.2813) loss_cl: -0.2792 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [00:52:12.932739] Epoch: [291] [2340/2904] eta: 0:07:04 lr: 0.001807 loss: 0.1784 (0.1915) loss_rec_all: 0.2050 (0.2174) loss_rec_sfr: 0.2200 (0.2810) loss_cl: -0.2796 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [00:52:27.840545] Epoch: [291] [2360/2904] eta: 0:06:49 lr: 0.001807 loss: 0.1843 (0.1915) loss_rec_all: 0.2102 (0.2174) loss_rec_sfr: 0.2586 (0.2810) loss_cl: -0.2792 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [00:52:42.749392] Epoch: [291] [2380/2904] eta: 0:06:34 lr: 0.001806 loss: 0.1802 (0.1915) loss_rec_all: 0.2068 (0.2174) loss_rec_sfr: 0.2495 (0.2810) loss_cl: -0.2790 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [00:52:57.665679] Epoch: [291] [2400/2904] eta: 0:06:19 lr: 0.001806 loss: 0.1820 (0.1916) loss_rec_all: 0.2081 (0.2175) loss_rec_sfr: 0.2755 (0.2812) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [00:53:12.575852] Epoch: [291] [2420/2904] eta: 0:06:04 lr: 0.001806 loss: 0.1850 (0.1915) loss_rec_all: 0.2110 (0.2175) loss_rec_sfr: 0.2641 (0.2812) loss_cl: -0.2791 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [00:53:27.484818] Epoch: [291] [2440/2904] eta: 0:05:49 lr: 0.001806 loss: 0.1810 (0.1915) loss_rec_all: 0.2070 (0.2174) loss_rec_sfr: 0.2632 (0.2811) loss_cl: -0.2789 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [00:53:42.391013] Epoch: [291] [2460/2904] eta: 0:05:34 lr: 0.001806 loss: 0.1844 (0.1915) loss_rec_all: 0.2104 (0.2174) loss_rec_sfr: 0.2718 (0.2811) loss_cl: -0.2788 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [00:53:57.296628] Epoch: [291] [2480/2904] eta: 0:05:19 lr: 0.001806 loss: 0.1820 (0.1915) loss_rec_all: 0.2087 (0.2174) loss_rec_sfr: 0.2628 (0.2811) loss_cl: -0.2788 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [00:54:12.206328] Epoch: [291] [2500/2904] eta: 0:05:04 lr: 0.001806 loss: 0.1858 (0.1916) loss_rec_all: 0.2117 (0.2175) loss_rec_sfr: 0.2740 (0.2816) loss_cl: -0.2787 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [00:54:27.114658] Epoch: [291] [2520/2904] eta: 0:04:49 lr: 0.001806 loss: 0.1790 (0.1916) loss_rec_all: 0.2056 (0.2175) loss_rec_sfr: 0.2527 (0.2814) loss_cl: -0.2794 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [00:54:42.026052] Epoch: [291] [2540/2904] eta: 0:04:33 lr: 0.001806 loss: 0.1887 (0.1916) loss_rec_all: 0.2148 (0.2175) loss_rec_sfr: 0.2690 (0.2814) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [00:54:56.939897] Epoch: [291] [2560/2904] eta: 0:04:18 lr: 0.001806 loss: 0.1784 (0.1916) loss_rec_all: 0.2046 (0.2175) loss_rec_sfr: 0.2295 (0.2813) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [00:55:11.850870] Epoch: [291] [2580/2904] eta: 0:04:03 lr: 0.001806 loss: 0.1858 (0.1917) loss_rec_all: 0.2117 (0.2176) loss_rec_sfr: 0.2678 (0.2816) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [00:55:26.760183] Epoch: [291] [2600/2904] eta: 0:03:48 lr: 0.001806 loss: 0.1879 (0.1917) loss_rec_all: 0.2140 (0.2176) loss_rec_sfr: 0.2626 (0.2818) loss_cl: -0.2789 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [00:55:41.663670] Epoch: [291] [2620/2904] eta: 0:03:33 lr: 0.001806 loss: 0.1812 (0.1917) loss_rec_all: 0.2071 (0.2176) loss_rec_sfr: 0.2690 (0.2818) loss_cl: -0.2789 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [00:55:56.581946] Epoch: [291] [2640/2904] eta: 0:03:18 lr: 0.001806 loss: 0.1827 (0.1918) loss_rec_all: 0.2086 (0.2177) loss_rec_sfr: 0.2688 (0.2819) loss_cl: -0.2783 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [00:56:11.492828] Epoch: [291] [2660/2904] eta: 0:03:03 lr: 0.001806 loss: 0.1838 (0.1917) loss_rec_all: 0.2098 (0.2176) loss_rec_sfr: 0.2522 (0.2817) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [00:56:26.396645] Epoch: [291] [2680/2904] eta: 0:02:48 lr: 0.001806 loss: 0.1789 (0.1917) loss_rec_all: 0.2049 (0.2176) loss_rec_sfr: 0.2293 (0.2815) loss_cl: -0.2790 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [00:56:41.307514] Epoch: [291] [2700/2904] eta: 0:02:33 lr: 0.001806 loss: 0.1824 (0.1917) loss_rec_all: 0.2083 (0.2176) loss_rec_sfr: 0.2622 (0.2815) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [00:56:56.218492] Epoch: [291] [2720/2904] eta: 0:02:18 lr: 0.001806 loss: 0.1774 (0.1916) loss_rec_all: 0.2034 (0.2175) loss_rec_sfr: 0.2658 (0.2814) loss_cl: -0.2801 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [00:57:11.130179] Epoch: [291] [2740/2904] eta: 0:02:03 lr: 0.001806 loss: 0.1797 (0.1916) loss_rec_all: 0.2063 (0.2175) loss_rec_sfr: 0.2525 (0.2813) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [00:57:26.036770] Epoch: [291] [2760/2904] eta: 0:01:48 lr: 0.001806 loss: 0.1813 (0.1916) loss_rec_all: 0.2074 (0.2175) loss_rec_sfr: 0.2630 (0.2811) loss_cl: -0.2783 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [00:57:40.941109] Epoch: [291] [2780/2904] eta: 0:01:33 lr: 0.001806 loss: 0.1769 (0.1915) loss_rec_all: 0.2030 (0.2174) loss_rec_sfr: 0.2665 (0.2810) loss_cl: -0.2777 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [00:57:55.840662] Epoch: [291] [2800/2904] eta: 0:01:18 lr: 0.001806 loss: 0.1819 (0.1915) loss_rec_all: 0.2079 (0.2174) loss_rec_sfr: 0.2656 (0.2810) loss_cl: -0.2795 (-0.2788) time: 0.7449 data: 0.0002 max mem: 29860 [00:58:10.747288] Epoch: [291] [2820/2904] eta: 0:01:03 lr: 0.001806 loss: 0.1796 (0.1915) loss_rec_all: 0.2056 (0.2174) loss_rec_sfr: 0.2551 (0.2809) loss_cl: -0.2791 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [00:58:25.689595] Epoch: [291] [2840/2904] eta: 0:00:48 lr: 0.001806 loss: 0.1829 (0.1915) loss_rec_all: 0.2090 (0.2174) loss_rec_sfr: 0.2696 (0.2810) loss_cl: -0.2786 (-0.2788) time: 0.7471 data: 0.0027 max mem: 29860 [00:58:40.578977] Epoch: [291] [2860/2904] eta: 0:00:33 lr: 0.001806 loss: 0.1823 (0.1915) loss_rec_all: 0.2086 (0.2174) loss_rec_sfr: 0.2575 (0.2810) loss_cl: -0.2783 (-0.2788) time: 0.7444 data: 0.0001 max mem: 29860 [00:58:55.471544] Epoch: [291] [2880/2904] eta: 0:00:18 lr: 0.001806 loss: 0.1806 (0.1915) loss_rec_all: 0.2068 (0.2174) loss_rec_sfr: 0.2620 (0.2811) loss_cl: -0.2793 (-0.2788) time: 0.7446 data: 0.0001 max mem: 29860 [00:59:10.366052] Epoch: [291] [2900/2904] eta: 0:00:03 lr: 0.001806 loss: 0.1768 (0.1915) loss_rec_all: 0.2031 (0.2174) loss_rec_sfr: 0.2350 (0.2809) loss_cl: -0.2791 (-0.2788) time: 0.7447 data: 0.0001 max mem: 29860 [00:59:12.606753] Epoch: [291] [2903/2904] eta: 0:00:00 lr: 0.001806 loss: 0.1782 (0.1915) loss_rec_all: 0.2047 (0.2174) loss_rec_sfr: 0.2350 (0.2809) loss_cl: -0.2794 (-0.2788) time: 0.7446 data: 0.0001 max mem: 29860 [00:59:14.777428] Epoch: [291] Total time: 0:36:25 (0.7525 s / it) [00:59:14.781179] Averaged stats: lr: 0.001806 loss: 0.1782 (0.1941) loss_rec_all: 0.2047 (0.2176) loss_rec_sfr: 0.2350 (0.2812) loss_cl: -0.2794 (-0.2556) [00:59:14.785950] log_dir: ./checkpoint/VF2_ViT-B [00:59:30.923310] Epoch: [292] [ 0/2904] eta: 13:01:00 lr: 0.001806 loss: 0.1870 (0.1870) loss_rec_all: 0.2130 (0.2130) loss_rec_sfr: 0.2920 (0.2920) loss_cl: -0.2805 (-0.2805) time: 16.1366 data: 9.9849 max mem: 29860 [00:59:47.426239] Epoch: [292] [ 20/2904] eta: 1:14:42 lr: 0.001806 loss: 0.1922 (0.2032) loss_rec_all: 0.2183 (0.2290) loss_rec_sfr: 0.2649 (0.3093) loss_cl: -0.2794 (-0.2794) time: 0.8251 data: 0.0291 max mem: 29860 [01:00:02.294378] Epoch: [292] [ 40/2904] eta: 0:55:18 lr: 0.001806 loss: 0.1830 (0.1977) loss_rec_all: 0.2091 (0.2235) loss_rec_sfr: 0.2622 (0.2965) loss_cl: -0.2794 (-0.2794) time: 0.7434 data: 0.0002 max mem: 29860 [01:00:17.175103] Epoch: [292] [ 60/2904] eta: 0:48:28 lr: 0.001806 loss: 0.1832 (0.1942) loss_rec_all: 0.2094 (0.2201) loss_rec_sfr: 0.2542 (0.2851) loss_cl: -0.2794 (-0.2794) time: 0.7440 data: 0.0002 max mem: 29860 [01:00:32.057415] Epoch: [292] [ 80/2904] eta: 0:44:53 lr: 0.001806 loss: 0.1869 (0.1949) loss_rec_all: 0.2129 (0.2208) loss_rec_sfr: 0.2678 (0.2884) loss_cl: -0.2787 (-0.2792) time: 0.7441 data: 0.0002 max mem: 29860 [01:00:46.951365] Epoch: [292] [ 100/2904] eta: 0:42:38 lr: 0.001806 loss: 0.1827 (0.1945) loss_rec_all: 0.2087 (0.2204) loss_rec_sfr: 0.2614 (0.2848) loss_cl: -0.2786 (-0.2791) time: 0.7447 data: 0.0003 max mem: 29860 [01:01:01.861778] Epoch: [292] [ 120/2904] eta: 0:41:03 lr: 0.001806 loss: 0.1795 (0.1932) loss_rec_all: 0.2056 (0.2191) loss_rec_sfr: 0.2494 (0.2814) loss_cl: -0.2787 (-0.2790) time: 0.7455 data: 0.0002 max mem: 29860 [01:01:16.797575] Epoch: [292] [ 140/2904] eta: 0:39:51 lr: 0.001806 loss: 0.1802 (0.1925) loss_rec_all: 0.2067 (0.2184) loss_rec_sfr: 0.2256 (0.2787) loss_cl: -0.2790 (-0.2790) time: 0.7467 data: 0.0002 max mem: 29860 [01:01:31.707009] Epoch: [292] [ 160/2904] eta: 0:38:53 lr: 0.001805 loss: 0.1784 (0.1915) loss_rec_all: 0.2044 (0.2175) loss_rec_sfr: 0.2634 (0.2766) loss_cl: -0.2790 (-0.2790) time: 0.7454 data: 0.0002 max mem: 29860 [01:01:46.620726] Epoch: [292] [ 180/2904] eta: 0:38:04 lr: 0.001805 loss: 0.1763 (0.1908) loss_rec_all: 0.2028 (0.2168) loss_rec_sfr: 0.2574 (0.2748) loss_cl: -0.2789 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [01:02:01.533252] Epoch: [292] [ 200/2904] eta: 0:37:23 lr: 0.001805 loss: 0.1817 (0.1910) loss_rec_all: 0.2076 (0.2170) loss_rec_sfr: 0.2718 (0.2764) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [01:02:16.442253] Epoch: [292] [ 220/2904] eta: 0:36:46 lr: 0.001805 loss: 0.1830 (0.1910) loss_rec_all: 0.2090 (0.2170) loss_rec_sfr: 0.2673 (0.2765) loss_cl: -0.2791 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [01:02:31.349033] Epoch: [292] [ 240/2904] eta: 0:36:12 lr: 0.001805 loss: 0.1796 (0.1905) loss_rec_all: 0.2056 (0.2165) loss_rec_sfr: 0.2549 (0.2753) loss_cl: -0.2802 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [01:02:46.266796] Epoch: [292] [ 260/2904] eta: 0:35:42 lr: 0.001805 loss: 0.1842 (0.1907) loss_rec_all: 0.2102 (0.2167) loss_rec_sfr: 0.2709 (0.2767) loss_cl: -0.2791 (-0.2790) time: 0.7458 data: 0.0002 max mem: 29860 [01:03:01.203885] Epoch: [292] [ 280/2904] eta: 0:35:14 lr: 0.001805 loss: 0.1814 (0.1908) loss_rec_all: 0.2072 (0.2167) loss_rec_sfr: 0.2568 (0.2766) loss_cl: -0.2781 (-0.2789) time: 0.7468 data: 0.0002 max mem: 29860 [01:03:16.113614] Epoch: [292] [ 300/2904] eta: 0:34:47 lr: 0.001805 loss: 0.1786 (0.1904) loss_rec_all: 0.2050 (0.2163) loss_rec_sfr: 0.2252 (0.2754) loss_cl: -0.2781 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [01:03:31.038485] Epoch: [292] [ 320/2904] eta: 0:34:22 lr: 0.001805 loss: 0.1801 (0.1902) loss_rec_all: 0.2062 (0.2162) loss_rec_sfr: 0.2604 (0.2745) loss_cl: -0.2790 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [01:03:45.943183] Epoch: [292] [ 340/2904] eta: 0:33:58 lr: 0.001805 loss: 0.1851 (0.1905) loss_rec_all: 0.2111 (0.2164) loss_rec_sfr: 0.2566 (0.2750) loss_cl: -0.2802 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [01:04:00.994466] Epoch: [292] [ 360/2904] eta: 0:33:36 lr: 0.001805 loss: 0.1793 (0.1902) loss_rec_all: 0.2052 (0.2162) loss_rec_sfr: 0.2265 (0.2740) loss_cl: -0.2796 (-0.2790) time: 0.7525 data: 0.0002 max mem: 29860 [01:04:15.943494] Epoch: [292] [ 380/2904] eta: 0:33:14 lr: 0.001805 loss: 0.1778 (0.1900) loss_rec_all: 0.2036 (0.2159) loss_rec_sfr: 0.2648 (0.2740) loss_cl: -0.2779 (-0.2789) time: 0.7474 data: 0.0002 max mem: 29860 [01:04:30.871541] Epoch: [292] [ 400/2904] eta: 0:32:53 lr: 0.001805 loss: 0.1837 (0.1902) loss_rec_all: 0.2097 (0.2162) loss_rec_sfr: 0.2659 (0.2749) loss_cl: -0.2786 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [01:04:45.798187] Epoch: [292] [ 420/2904] eta: 0:32:32 lr: 0.001805 loss: 0.1821 (0.1903) loss_rec_all: 0.2084 (0.2162) loss_rec_sfr: 0.2646 (0.2749) loss_cl: -0.2796 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [01:05:00.725164] Epoch: [292] [ 440/2904] eta: 0:32:12 lr: 0.001805 loss: 0.1794 (0.1904) loss_rec_all: 0.2057 (0.2164) loss_rec_sfr: 0.2619 (0.2753) loss_cl: -0.2795 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [01:05:15.646709] Epoch: [292] [ 460/2904] eta: 0:31:53 lr: 0.001805 loss: 0.1787 (0.1900) loss_rec_all: 0.2049 (0.2160) loss_rec_sfr: 0.2538 (0.2743) loss_cl: -0.2789 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [01:05:30.564097] Epoch: [292] [ 480/2904] eta: 0:31:33 lr: 0.001805 loss: 0.1790 (0.1900) loss_rec_all: 0.2056 (0.2159) loss_rec_sfr: 0.2617 (0.2742) loss_cl: -0.2788 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [01:05:45.480615] Epoch: [292] [ 500/2904] eta: 0:31:14 lr: 0.001805 loss: 0.1811 (0.1901) loss_rec_all: 0.2071 (0.2161) loss_rec_sfr: 0.2611 (0.2746) loss_cl: -0.2788 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [01:06:00.394509] Epoch: [292] [ 520/2904] eta: 0:30:55 lr: 0.001805 loss: 0.1838 (0.1903) loss_rec_all: 0.2098 (0.2163) loss_rec_sfr: 0.2681 (0.2755) loss_cl: -0.2796 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [01:06:15.312915] Epoch: [292] [ 540/2904] eta: 0:30:37 lr: 0.001805 loss: 0.1804 (0.1905) loss_rec_all: 0.2071 (0.2164) loss_rec_sfr: 0.2620 (0.2762) loss_cl: -0.2796 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [01:06:30.226017] Epoch: [292] [ 560/2904] eta: 0:30:19 lr: 0.001805 loss: 0.1832 (0.1906) loss_rec_all: 0.2092 (0.2165) loss_rec_sfr: 0.2643 (0.2767) loss_cl: -0.2800 (-0.2790) time: 0.7456 data: 0.0002 max mem: 29860 [01:06:45.137728] Epoch: [292] [ 580/2904] eta: 0:30:01 lr: 0.001805 loss: 0.1757 (0.1902) loss_rec_all: 0.2021 (0.2162) loss_rec_sfr: 0.2561 (0.2758) loss_cl: -0.2800 (-0.2790) time: 0.7455 data: 0.0002 max mem: 29860 [01:07:00.053656] Epoch: [292] [ 600/2904] eta: 0:29:43 lr: 0.001805 loss: 0.1854 (0.1906) loss_rec_all: 0.2113 (0.2165) loss_rec_sfr: 0.2719 (0.2773) loss_cl: -0.2789 (-0.2790) time: 0.7458 data: 0.0002 max mem: 29860 [01:07:14.971644] Epoch: [292] [ 620/2904] eta: 0:29:25 lr: 0.001805 loss: 0.1811 (0.1905) loss_rec_all: 0.2071 (0.2164) loss_rec_sfr: 0.2473 (0.2771) loss_cl: -0.2786 (-0.2790) time: 0.7459 data: 0.0002 max mem: 29860 [01:07:29.897378] Epoch: [292] [ 640/2904] eta: 0:29:08 lr: 0.001805 loss: 0.1793 (0.1902) loss_rec_all: 0.2054 (0.2161) loss_rec_sfr: 0.2593 (0.2762) loss_cl: -0.2788 (-0.2790) time: 0.7462 data: 0.0002 max mem: 29860 [01:07:44.821069] Epoch: [292] [ 660/2904] eta: 0:28:51 lr: 0.001805 loss: 0.1863 (0.1901) loss_rec_all: 0.2121 (0.2161) loss_rec_sfr: 0.2591 (0.2757) loss_cl: -0.2797 (-0.2790) time: 0.7461 data: 0.0002 max mem: 29860 [01:07:59.739003] Epoch: [292] [ 680/2904] eta: 0:28:34 lr: 0.001805 loss: 0.1790 (0.1901) loss_rec_all: 0.2054 (0.2160) loss_rec_sfr: 0.2659 (0.2756) loss_cl: -0.2785 (-0.2790) time: 0.7459 data: 0.0002 max mem: 29860 [01:08:14.649585] Epoch: [292] [ 700/2904] eta: 0:28:17 lr: 0.001805 loss: 0.1766 (0.1902) loss_rec_all: 0.2030 (0.2161) loss_rec_sfr: 0.2603 (0.2761) loss_cl: -0.2792 (-0.2790) time: 0.7455 data: 0.0002 max mem: 29860 [01:08:29.565074] Epoch: [292] [ 720/2904] eta: 0:28:00 lr: 0.001805 loss: 0.1811 (0.1900) loss_rec_all: 0.2072 (0.2160) loss_rec_sfr: 0.2597 (0.2759) loss_cl: -0.2793 (-0.2790) time: 0.7457 data: 0.0002 max mem: 29860 [01:08:44.487636] Epoch: [292] [ 740/2904] eta: 0:27:43 lr: 0.001805 loss: 0.1809 (0.1899) loss_rec_all: 0.2069 (0.2159) loss_rec_sfr: 0.2597 (0.2755) loss_cl: -0.2793 (-0.2790) time: 0.7461 data: 0.0002 max mem: 29860 [01:08:59.411323] Epoch: [292] [ 760/2904] eta: 0:27:26 lr: 0.001805 loss: 0.1896 (0.1902) loss_rec_all: 0.2157 (0.2161) loss_rec_sfr: 0.2646 (0.2763) loss_cl: -0.2785 (-0.2790) time: 0.7461 data: 0.0002 max mem: 29860 [01:09:14.333225] Epoch: [292] [ 780/2904] eta: 0:27:10 lr: 0.001805 loss: 0.1823 (0.1902) loss_rec_all: 0.2082 (0.2162) loss_rec_sfr: 0.2705 (0.2765) loss_cl: -0.2777 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [01:09:29.257744] Epoch: [292] [ 800/2904] eta: 0:26:53 lr: 0.001805 loss: 0.1835 (0.1905) loss_rec_all: 0.2097 (0.2164) loss_rec_sfr: 0.2706 (0.2774) loss_cl: -0.2789 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [01:09:44.172289] Epoch: [292] [ 820/2904] eta: 0:26:37 lr: 0.001805 loss: 0.1775 (0.1903) loss_rec_all: 0.2040 (0.2162) loss_rec_sfr: 0.2293 (0.2766) loss_cl: -0.2797 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [01:09:59.085953] Epoch: [292] [ 840/2904] eta: 0:26:21 lr: 0.001804 loss: 0.1783 (0.1901) loss_rec_all: 0.2046 (0.2161) loss_rec_sfr: 0.2613 (0.2762) loss_cl: -0.2793 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [01:10:14.007849] Epoch: [292] [ 860/2904] eta: 0:26:04 lr: 0.001804 loss: 0.1814 (0.1903) loss_rec_all: 0.2076 (0.2162) loss_rec_sfr: 0.2686 (0.2769) loss_cl: -0.2787 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [01:10:28.926978] Epoch: [292] [ 880/2904] eta: 0:25:48 lr: 0.001804 loss: 0.1810 (0.1903) loss_rec_all: 0.2071 (0.2163) loss_rec_sfr: 0.2691 (0.2772) loss_cl: -0.2786 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [01:10:43.854940] Epoch: [292] [ 900/2904] eta: 0:25:32 lr: 0.001804 loss: 0.1820 (0.1905) loss_rec_all: 0.2080 (0.2164) loss_rec_sfr: 0.2718 (0.2779) loss_cl: -0.2796 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [01:10:58.778614] Epoch: [292] [ 920/2904] eta: 0:25:16 lr: 0.001804 loss: 0.1794 (0.1904) loss_rec_all: 0.2057 (0.2164) loss_rec_sfr: 0.2300 (0.2775) loss_cl: -0.2795 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [01:11:13.694005] Epoch: [292] [ 940/2904] eta: 0:25:00 lr: 0.001804 loss: 0.1816 (0.1906) loss_rec_all: 0.2075 (0.2165) loss_rec_sfr: 0.2694 (0.2783) loss_cl: -0.2788 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [01:11:28.608848] Epoch: [292] [ 960/2904] eta: 0:24:44 lr: 0.001804 loss: 0.1837 (0.1906) loss_rec_all: 0.2095 (0.2165) loss_rec_sfr: 0.2678 (0.2784) loss_cl: -0.2783 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [01:11:43.523481] Epoch: [292] [ 980/2904] eta: 0:24:28 lr: 0.001804 loss: 0.1819 (0.1907) loss_rec_all: 0.2079 (0.2166) loss_rec_sfr: 0.2564 (0.2787) loss_cl: -0.2775 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [01:11:58.438151] Epoch: [292] [1000/2904] eta: 0:24:12 lr: 0.001804 loss: 0.1809 (0.1907) loss_rec_all: 0.2077 (0.2167) loss_rec_sfr: 0.2673 (0.2789) loss_cl: -0.2796 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [01:12:13.361678] Epoch: [292] [1020/2904] eta: 0:23:56 lr: 0.001804 loss: 0.1817 (0.1908) loss_rec_all: 0.2081 (0.2167) loss_rec_sfr: 0.2678 (0.2791) loss_cl: -0.2802 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [01:12:28.282787] Epoch: [292] [1040/2904] eta: 0:23:40 lr: 0.001804 loss: 0.1804 (0.1907) loss_rec_all: 0.2069 (0.2166) loss_rec_sfr: 0.2560 (0.2787) loss_cl: -0.2799 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [01:12:43.205908] Epoch: [292] [1060/2904] eta: 0:23:24 lr: 0.001804 loss: 0.1803 (0.1906) loss_rec_all: 0.2063 (0.2165) loss_rec_sfr: 0.2308 (0.2782) loss_cl: -0.2780 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [01:12:58.125688] Epoch: [292] [1080/2904] eta: 0:23:09 lr: 0.001804 loss: 0.1782 (0.1905) loss_rec_all: 0.2041 (0.2165) loss_rec_sfr: 0.2215 (0.2780) loss_cl: -0.2784 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [01:13:13.051930] Epoch: [292] [1100/2904] eta: 0:22:53 lr: 0.001804 loss: 0.1819 (0.1906) loss_rec_all: 0.2078 (0.2165) loss_rec_sfr: 0.2562 (0.2780) loss_cl: -0.2794 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [01:13:27.978490] Epoch: [292] [1120/2904] eta: 0:22:37 lr: 0.001804 loss: 0.1806 (0.1906) loss_rec_all: 0.2068 (0.2166) loss_rec_sfr: 0.2620 (0.2780) loss_cl: -0.2788 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [01:13:42.896674] Epoch: [292] [1140/2904] eta: 0:22:22 lr: 0.001804 loss: 0.1829 (0.1906) loss_rec_all: 0.2092 (0.2166) loss_rec_sfr: 0.2656 (0.2780) loss_cl: -0.2791 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [01:13:57.817714] Epoch: [292] [1160/2904] eta: 0:22:06 lr: 0.001804 loss: 0.1773 (0.1905) loss_rec_all: 0.2039 (0.2164) loss_rec_sfr: 0.2478 (0.2775) loss_cl: -0.2794 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [01:14:12.745183] Epoch: [292] [1180/2904] eta: 0:21:50 lr: 0.001804 loss: 0.1795 (0.1905) loss_rec_all: 0.2057 (0.2165) loss_rec_sfr: 0.2611 (0.2777) loss_cl: -0.2793 (-0.2789) time: 0.7463 data: 0.0003 max mem: 29860 [01:14:27.680699] Epoch: [292] [1200/2904] eta: 0:21:35 lr: 0.001804 loss: 0.1825 (0.1906) loss_rec_all: 0.2089 (0.2165) loss_rec_sfr: 0.2551 (0.2777) loss_cl: -0.2784 (-0.2789) time: 0.7467 data: 0.0003 max mem: 29860 [01:14:42.618979] Epoch: [292] [1220/2904] eta: 0:21:19 lr: 0.001804 loss: 0.1841 (0.1906) loss_rec_all: 0.2103 (0.2166) loss_rec_sfr: 0.2604 (0.2777) loss_cl: -0.2791 (-0.2789) time: 0.7469 data: 0.0003 max mem: 29860 [01:14:57.546013] Epoch: [292] [1240/2904] eta: 0:21:04 lr: 0.001804 loss: 0.1800 (0.1906) loss_rec_all: 0.2060 (0.2165) loss_rec_sfr: 0.2563 (0.2777) loss_cl: -0.2792 (-0.2789) time: 0.7463 data: 0.0004 max mem: 29860 [01:15:12.464469] Epoch: [292] [1260/2904] eta: 0:20:48 lr: 0.001804 loss: 0.1789 (0.1906) loss_rec_all: 0.2051 (0.2165) loss_rec_sfr: 0.2553 (0.2777) loss_cl: -0.2792 (-0.2789) time: 0.7459 data: 0.0003 max mem: 29860 [01:15:27.396358] Epoch: [292] [1280/2904] eta: 0:20:32 lr: 0.001804 loss: 0.1815 (0.1907) loss_rec_all: 0.2074 (0.2166) loss_rec_sfr: 0.2616 (0.2779) loss_cl: -0.2787 (-0.2789) time: 0.7466 data: 0.0003 max mem: 29860 [01:15:42.323769] Epoch: [292] [1300/2904] eta: 0:20:17 lr: 0.001804 loss: 0.1784 (0.1906) loss_rec_all: 0.2049 (0.2166) loss_rec_sfr: 0.2667 (0.2778) loss_cl: -0.2787 (-0.2789) time: 0.7463 data: 0.0003 max mem: 29860 [01:15:57.248420] Epoch: [292] [1320/2904] eta: 0:20:01 lr: 0.001804 loss: 0.1795 (0.1906) loss_rec_all: 0.2058 (0.2165) loss_rec_sfr: 0.2648 (0.2776) loss_cl: -0.2792 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [01:16:12.166447] Epoch: [292] [1340/2904] eta: 0:19:46 lr: 0.001804 loss: 0.1857 (0.1907) loss_rec_all: 0.2117 (0.2166) loss_rec_sfr: 0.2635 (0.2779) loss_cl: -0.2794 (-0.2789) time: 0.7459 data: 0.0003 max mem: 29860 [01:16:27.082640] Epoch: [292] [1360/2904] eta: 0:19:31 lr: 0.001804 loss: 0.1836 (0.1908) loss_rec_all: 0.2094 (0.2167) loss_rec_sfr: 0.2740 (0.2783) loss_cl: -0.2783 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [01:16:42.009393] Epoch: [292] [1380/2904] eta: 0:19:15 lr: 0.001804 loss: 0.1812 (0.1909) loss_rec_all: 0.2074 (0.2169) loss_rec_sfr: 0.2773 (0.2789) loss_cl: -0.2791 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [01:16:56.921390] Epoch: [292] [1400/2904] eta: 0:19:00 lr: 0.001804 loss: 0.1831 (0.1909) loss_rec_all: 0.2090 (0.2169) loss_rec_sfr: 0.2598 (0.2789) loss_cl: -0.2789 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [01:17:11.836613] Epoch: [292] [1420/2904] eta: 0:18:44 lr: 0.001804 loss: 0.1854 (0.1910) loss_rec_all: 0.2114 (0.2170) loss_rec_sfr: 0.2726 (0.2793) loss_cl: -0.2792 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [01:17:26.753821] Epoch: [292] [1440/2904] eta: 0:18:29 lr: 0.001804 loss: 0.1784 (0.1910) loss_rec_all: 0.2044 (0.2170) loss_rec_sfr: 0.2661 (0.2795) loss_cl: -0.2784 (-0.2789) time: 0.7458 data: 0.0003 max mem: 29860 [01:17:41.669324] Epoch: [292] [1460/2904] eta: 0:18:13 lr: 0.001804 loss: 0.1796 (0.1911) loss_rec_all: 0.2054 (0.2170) loss_rec_sfr: 0.2645 (0.2796) loss_cl: -0.2790 (-0.2789) time: 0.7457 data: 0.0003 max mem: 29860 [01:17:56.592389] Epoch: [292] [1480/2904] eta: 0:17:58 lr: 0.001804 loss: 0.1803 (0.1910) loss_rec_all: 0.2063 (0.2170) loss_rec_sfr: 0.2593 (0.2795) loss_cl: -0.2793 (-0.2789) time: 0.7461 data: 0.0003 max mem: 29860 [01:18:11.513925] Epoch: [292] [1500/2904] eta: 0:17:43 lr: 0.001804 loss: 0.1788 (0.1910) loss_rec_all: 0.2052 (0.2169) loss_rec_sfr: 0.2613 (0.2793) loss_cl: -0.2787 (-0.2789) time: 0.7460 data: 0.0003 max mem: 29860 [01:18:26.435891] Epoch: [292] [1520/2904] eta: 0:17:27 lr: 0.001803 loss: 0.1885 (0.1911) loss_rec_all: 0.2147 (0.2170) loss_rec_sfr: 0.2638 (0.2796) loss_cl: -0.2791 (-0.2789) time: 0.7461 data: 0.0003 max mem: 29860 [01:18:41.360989] Epoch: [292] [1540/2904] eta: 0:17:12 lr: 0.001803 loss: 0.1808 (0.1911) loss_rec_all: 0.2066 (0.2170) loss_rec_sfr: 0.2627 (0.2794) loss_cl: -0.2786 (-0.2789) time: 0.7462 data: 0.0003 max mem: 29860 [01:18:56.289807] Epoch: [292] [1560/2904] eta: 0:16:57 lr: 0.001803 loss: 0.1801 (0.1910) loss_rec_all: 0.2066 (0.2169) loss_rec_sfr: 0.2618 (0.2791) loss_cl: -0.2785 (-0.2789) time: 0.7464 data: 0.0003 max mem: 29860 [01:19:11.213721] Epoch: [292] [1580/2904] eta: 0:16:41 lr: 0.001803 loss: 0.1809 (0.1909) loss_rec_all: 0.2068 (0.2169) loss_rec_sfr: 0.2593 (0.2791) loss_cl: -0.2793 (-0.2789) time: 0.7462 data: 0.0003 max mem: 29860 [01:19:26.155090] Epoch: [292] [1600/2904] eta: 0:16:26 lr: 0.001803 loss: 0.1837 (0.1910) loss_rec_all: 0.2097 (0.2169) loss_rec_sfr: 0.2683 (0.2794) loss_cl: -0.2790 (-0.2789) time: 0.7470 data: 0.0003 max mem: 29860 [01:19:41.087964] Epoch: [292] [1620/2904] eta: 0:16:11 lr: 0.001803 loss: 0.1793 (0.1911) loss_rec_all: 0.2058 (0.2170) loss_rec_sfr: 0.2634 (0.2795) loss_cl: -0.2789 (-0.2789) time: 0.7466 data: 0.0003 max mem: 29860 [01:19:56.016320] Epoch: [292] [1640/2904] eta: 0:15:56 lr: 0.001803 loss: 0.1805 (0.1910) loss_rec_all: 0.2071 (0.2169) loss_rec_sfr: 0.2621 (0.2794) loss_cl: -0.2790 (-0.2789) time: 0.7464 data: 0.0003 max mem: 29860 [01:20:10.945710] Epoch: [292] [1660/2904] eta: 0:15:40 lr: 0.001803 loss: 0.1822 (0.1910) loss_rec_all: 0.2084 (0.2169) loss_rec_sfr: 0.2672 (0.2794) loss_cl: -0.2797 (-0.2789) time: 0.7464 data: 0.0003 max mem: 29860 [01:20:25.878202] Epoch: [292] [1680/2904] eta: 0:15:25 lr: 0.001803 loss: 0.1786 (0.1909) loss_rec_all: 0.2045 (0.2168) loss_rec_sfr: 0.2587 (0.2791) loss_cl: -0.2787 (-0.2789) time: 0.7466 data: 0.0003 max mem: 29860 [01:20:40.806849] Epoch: [292] [1700/2904] eta: 0:15:10 lr: 0.001803 loss: 0.1811 (0.1908) loss_rec_all: 0.2070 (0.2168) loss_rec_sfr: 0.2616 (0.2790) loss_cl: -0.2783 (-0.2789) time: 0.7464 data: 0.0003 max mem: 29860 [01:20:55.736283] Epoch: [292] [1720/2904] eta: 0:14:54 lr: 0.001803 loss: 0.1817 (0.1908) loss_rec_all: 0.2077 (0.2168) loss_rec_sfr: 0.2676 (0.2789) loss_cl: -0.2787 (-0.2789) time: 0.7464 data: 0.0003 max mem: 29860 [01:21:10.670134] Epoch: [292] [1740/2904] eta: 0:14:39 lr: 0.001803 loss: 0.1814 (0.1909) loss_rec_all: 0.2073 (0.2168) loss_rec_sfr: 0.2688 (0.2792) loss_cl: -0.2786 (-0.2789) time: 0.7467 data: 0.0003 max mem: 29860 [01:21:25.595905] Epoch: [292] [1760/2904] eta: 0:14:24 lr: 0.001803 loss: 0.1836 (0.1909) loss_rec_all: 0.2097 (0.2168) loss_rec_sfr: 0.2398 (0.2791) loss_cl: -0.2788 (-0.2789) time: 0.7462 data: 0.0003 max mem: 29860 [01:21:40.512654] Epoch: [292] [1780/2904] eta: 0:14:09 lr: 0.001803 loss: 0.1888 (0.1910) loss_rec_all: 0.2150 (0.2170) loss_rec_sfr: 0.2707 (0.2796) loss_cl: -0.2795 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [01:21:55.430422] Epoch: [292] [1800/2904] eta: 0:13:54 lr: 0.001803 loss: 0.1800 (0.1910) loss_rec_all: 0.2063 (0.2169) loss_rec_sfr: 0.2593 (0.2794) loss_cl: -0.2796 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [01:22:10.352478] Epoch: [292] [1820/2904] eta: 0:13:38 lr: 0.001803 loss: 0.1796 (0.1909) loss_rec_all: 0.2057 (0.2169) loss_rec_sfr: 0.2333 (0.2792) loss_cl: -0.2782 (-0.2789) time: 0.7461 data: 0.0005 max mem: 29860 [01:22:25.273891] Epoch: [292] [1840/2904] eta: 0:13:23 lr: 0.001803 loss: 0.1830 (0.1909) loss_rec_all: 0.2089 (0.2169) loss_rec_sfr: 0.2611 (0.2793) loss_cl: -0.2788 (-0.2789) time: 0.7460 data: 0.0003 max mem: 29860 [01:22:40.185675] Epoch: [292] [1860/2904] eta: 0:13:08 lr: 0.001803 loss: 0.1814 (0.1910) loss_rec_all: 0.2076 (0.2169) loss_rec_sfr: 0.2558 (0.2793) loss_cl: -0.2789 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [01:22:55.100544] Epoch: [292] [1880/2904] eta: 0:12:53 lr: 0.001803 loss: 0.1817 (0.1910) loss_rec_all: 0.2079 (0.2169) loss_rec_sfr: 0.2710 (0.2796) loss_cl: -0.2788 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [01:23:10.020289] Epoch: [292] [1900/2904] eta: 0:12:37 lr: 0.001803 loss: 0.1821 (0.1910) loss_rec_all: 0.2081 (0.2170) loss_rec_sfr: 0.2635 (0.2796) loss_cl: -0.2794 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [01:23:24.920087] Epoch: [292] [1920/2904] eta: 0:12:22 lr: 0.001803 loss: 0.1864 (0.1911) loss_rec_all: 0.2128 (0.2171) loss_rec_sfr: 0.2717 (0.2798) loss_cl: -0.2785 (-0.2789) time: 0.7450 data: 0.0002 max mem: 29860 [01:23:39.836841] Epoch: [292] [1940/2904] eta: 0:12:07 lr: 0.001803 loss: 0.1834 (0.1912) loss_rec_all: 0.2094 (0.2172) loss_rec_sfr: 0.2696 (0.2802) loss_cl: -0.2793 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [01:23:54.751155] Epoch: [292] [1960/2904] eta: 0:11:52 lr: 0.001803 loss: 0.1818 (0.1913) loss_rec_all: 0.2081 (0.2172) loss_rec_sfr: 0.2662 (0.2803) loss_cl: -0.2789 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [01:24:09.667853] Epoch: [292] [1980/2904] eta: 0:11:37 lr: 0.001803 loss: 0.1875 (0.1913) loss_rec_all: 0.2139 (0.2173) loss_rec_sfr: 0.2672 (0.2805) loss_cl: -0.2788 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [01:24:24.590038] Epoch: [292] [2000/2904] eta: 0:11:22 lr: 0.001803 loss: 0.1805 (0.1913) loss_rec_all: 0.2065 (0.2172) loss_rec_sfr: 0.2674 (0.2803) loss_cl: -0.2787 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [01:24:39.507016] Epoch: [292] [2020/2904] eta: 0:11:06 lr: 0.001803 loss: 0.1827 (0.1913) loss_rec_all: 0.2088 (0.2172) loss_rec_sfr: 0.2694 (0.2803) loss_cl: -0.2785 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [01:24:54.419037] Epoch: [292] [2040/2904] eta: 0:10:51 lr: 0.001803 loss: 0.1809 (0.1912) loss_rec_all: 0.2075 (0.2172) loss_rec_sfr: 0.2518 (0.2800) loss_cl: -0.2787 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [01:25:09.335960] Epoch: [292] [2060/2904] eta: 0:10:36 lr: 0.001803 loss: 0.1858 (0.1914) loss_rec_all: 0.2118 (0.2173) loss_rec_sfr: 0.2595 (0.2804) loss_cl: -0.2787 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [01:25:24.251685] Epoch: [292] [2080/2904] eta: 0:10:21 lr: 0.001803 loss: 0.1792 (0.1913) loss_rec_all: 0.2053 (0.2173) loss_rec_sfr: 0.2602 (0.2804) loss_cl: -0.2790 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [01:25:39.167112] Epoch: [292] [2100/2904] eta: 0:10:06 lr: 0.001803 loss: 0.1805 (0.1914) loss_rec_all: 0.2069 (0.2173) loss_rec_sfr: 0.2630 (0.2804) loss_cl: -0.2789 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [01:25:54.085028] Epoch: [292] [2120/2904] eta: 0:09:51 lr: 0.001803 loss: 0.1812 (0.1913) loss_rec_all: 0.2074 (0.2173) loss_rec_sfr: 0.2580 (0.2803) loss_cl: -0.2790 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [01:26:09.007364] Epoch: [292] [2140/2904] eta: 0:09:35 lr: 0.001803 loss: 0.1830 (0.1913) loss_rec_all: 0.2091 (0.2173) loss_rec_sfr: 0.2642 (0.2803) loss_cl: -0.2790 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [01:26:23.925923] Epoch: [292] [2160/2904] eta: 0:09:20 lr: 0.001803 loss: 0.1786 (0.1914) loss_rec_all: 0.2049 (0.2173) loss_rec_sfr: 0.2639 (0.2803) loss_cl: -0.2782 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [01:26:38.848972] Epoch: [292] [2180/2904] eta: 0:09:05 lr: 0.001803 loss: 0.1816 (0.1913) loss_rec_all: 0.2076 (0.2173) loss_rec_sfr: 0.2658 (0.2803) loss_cl: -0.2790 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [01:26:53.769696] Epoch: [292] [2200/2904] eta: 0:08:50 lr: 0.001802 loss: 0.1832 (0.1913) loss_rec_all: 0.2091 (0.2172) loss_rec_sfr: 0.2726 (0.2803) loss_cl: -0.2791 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [01:27:08.684470] Epoch: [292] [2220/2904] eta: 0:08:35 lr: 0.001802 loss: 0.1839 (0.1913) loss_rec_all: 0.2099 (0.2172) loss_rec_sfr: 0.2671 (0.2803) loss_cl: -0.2792 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [01:27:23.598507] Epoch: [292] [2240/2904] eta: 0:08:20 lr: 0.001802 loss: 0.1841 (0.1914) loss_rec_all: 0.2102 (0.2173) loss_rec_sfr: 0.2660 (0.2805) loss_cl: -0.2787 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [01:27:38.516513] Epoch: [292] [2260/2904] eta: 0:08:05 lr: 0.001802 loss: 0.1786 (0.1914) loss_rec_all: 0.2052 (0.2173) loss_rec_sfr: 0.2522 (0.2805) loss_cl: -0.2799 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [01:27:53.436513] Epoch: [292] [2280/2904] eta: 0:07:50 lr: 0.001802 loss: 0.1818 (0.1914) loss_rec_all: 0.2079 (0.2173) loss_rec_sfr: 0.2676 (0.2804) loss_cl: -0.2793 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [01:28:08.353637] Epoch: [292] [2300/2904] eta: 0:07:35 lr: 0.001802 loss: 0.1779 (0.1913) loss_rec_all: 0.2045 (0.2173) loss_rec_sfr: 0.2628 (0.2803) loss_cl: -0.2789 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [01:28:23.272149] Epoch: [292] [2320/2904] eta: 0:07:19 lr: 0.001802 loss: 0.1842 (0.1913) loss_rec_all: 0.2100 (0.2173) loss_rec_sfr: 0.2750 (0.2804) loss_cl: -0.2785 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [01:28:38.188884] Epoch: [292] [2340/2904] eta: 0:07:04 lr: 0.001802 loss: 0.1802 (0.1913) loss_rec_all: 0.2064 (0.2172) loss_rec_sfr: 0.2633 (0.2803) loss_cl: -0.2794 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [01:28:53.099462] Epoch: [292] [2360/2904] eta: 0:06:49 lr: 0.001802 loss: 0.1828 (0.1913) loss_rec_all: 0.2093 (0.2172) loss_rec_sfr: 0.2563 (0.2800) loss_cl: -0.2792 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [01:29:08.015099] Epoch: [292] [2380/2904] eta: 0:06:34 lr: 0.001802 loss: 0.1853 (0.1914) loss_rec_all: 0.2112 (0.2173) loss_rec_sfr: 0.2832 (0.2804) loss_cl: -0.2787 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [01:29:22.932535] Epoch: [292] [2400/2904] eta: 0:06:19 lr: 0.001802 loss: 0.1824 (0.1913) loss_rec_all: 0.2083 (0.2173) loss_rec_sfr: 0.2688 (0.2804) loss_cl: -0.2790 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [01:29:37.850810] Epoch: [292] [2420/2904] eta: 0:06:04 lr: 0.001802 loss: 0.1840 (0.1914) loss_rec_all: 0.2101 (0.2173) loss_rec_sfr: 0.2577 (0.2804) loss_cl: -0.2794 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [01:29:52.766106] Epoch: [292] [2440/2904] eta: 0:05:49 lr: 0.001802 loss: 0.1806 (0.1914) loss_rec_all: 0.2068 (0.2173) loss_rec_sfr: 0.2546 (0.2803) loss_cl: -0.2793 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [01:30:07.685874] Epoch: [292] [2460/2904] eta: 0:05:34 lr: 0.001802 loss: 0.1810 (0.1913) loss_rec_all: 0.2074 (0.2172) loss_rec_sfr: 0.2628 (0.2802) loss_cl: -0.2795 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [01:30:22.600948] Epoch: [292] [2480/2904] eta: 0:05:19 lr: 0.001802 loss: 0.1775 (0.1912) loss_rec_all: 0.2035 (0.2172) loss_rec_sfr: 0.2689 (0.2800) loss_cl: -0.2786 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [01:30:37.513815] Epoch: [292] [2500/2904] eta: 0:05:04 lr: 0.001802 loss: 0.1815 (0.1913) loss_rec_all: 0.2076 (0.2172) loss_rec_sfr: 0.2561 (0.2802) loss_cl: -0.2778 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [01:30:52.425089] Epoch: [292] [2520/2904] eta: 0:04:49 lr: 0.001802 loss: 0.1831 (0.1913) loss_rec_all: 0.2095 (0.2172) loss_rec_sfr: 0.2638 (0.2803) loss_cl: -0.2787 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [01:31:07.338438] Epoch: [292] [2540/2904] eta: 0:04:33 lr: 0.001802 loss: 0.1861 (0.1913) loss_rec_all: 0.2121 (0.2172) loss_rec_sfr: 0.2667 (0.2803) loss_cl: -0.2793 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [01:31:22.253898] Epoch: [292] [2560/2904] eta: 0:04:18 lr: 0.001802 loss: 0.1827 (0.1913) loss_rec_all: 0.2088 (0.2172) loss_rec_sfr: 0.2653 (0.2803) loss_cl: -0.2799 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [01:31:37.168438] Epoch: [292] [2580/2904] eta: 0:04:03 lr: 0.001802 loss: 0.1859 (0.1914) loss_rec_all: 0.2120 (0.2173) loss_rec_sfr: 0.2587 (0.2806) loss_cl: -0.2795 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [01:31:52.080198] Epoch: [292] [2600/2904] eta: 0:03:48 lr: 0.001802 loss: 0.1784 (0.1914) loss_rec_all: 0.2044 (0.2173) loss_rec_sfr: 0.2648 (0.2805) loss_cl: -0.2783 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [01:32:06.998257] Epoch: [292] [2620/2904] eta: 0:03:33 lr: 0.001802 loss: 0.1841 (0.1914) loss_rec_all: 0.2102 (0.2173) loss_rec_sfr: 0.2647 (0.2806) loss_cl: -0.2786 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [01:32:21.910997] Epoch: [292] [2640/2904] eta: 0:03:18 lr: 0.001802 loss: 0.1803 (0.1914) loss_rec_all: 0.2067 (0.2173) loss_rec_sfr: 0.2697 (0.2806) loss_cl: -0.2793 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [01:32:36.825379] Epoch: [292] [2660/2904] eta: 0:03:03 lr: 0.001802 loss: 0.1823 (0.1914) loss_rec_all: 0.2084 (0.2173) loss_rec_sfr: 0.2671 (0.2807) loss_cl: -0.2797 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [01:32:51.743184] Epoch: [292] [2680/2904] eta: 0:02:48 lr: 0.001802 loss: 0.1816 (0.1914) loss_rec_all: 0.2072 (0.2173) loss_rec_sfr: 0.2576 (0.2807) loss_cl: -0.2780 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [01:33:06.653374] Epoch: [292] [2700/2904] eta: 0:02:33 lr: 0.001802 loss: 0.1813 (0.1914) loss_rec_all: 0.2077 (0.2173) loss_rec_sfr: 0.2690 (0.2808) loss_cl: -0.2777 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [01:33:21.562833] Epoch: [292] [2720/2904] eta: 0:02:18 lr: 0.001802 loss: 0.1862 (0.1915) loss_rec_all: 0.2121 (0.2174) loss_rec_sfr: 0.2620 (0.2810) loss_cl: -0.2784 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [01:33:36.472412] Epoch: [292] [2740/2904] eta: 0:02:03 lr: 0.001802 loss: 0.1811 (0.1915) loss_rec_all: 0.2071 (0.2175) loss_rec_sfr: 0.2586 (0.2812) loss_cl: -0.2790 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [01:33:51.388358] Epoch: [292] [2760/2904] eta: 0:01:48 lr: 0.001802 loss: 0.1802 (0.1916) loss_rec_all: 0.2066 (0.2175) loss_rec_sfr: 0.2639 (0.2811) loss_cl: -0.2796 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [01:34:06.300612] Epoch: [292] [2780/2904] eta: 0:01:33 lr: 0.001802 loss: 0.1795 (0.1915) loss_rec_all: 0.2054 (0.2175) loss_rec_sfr: 0.2565 (0.2811) loss_cl: -0.2788 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [01:34:21.210925] Epoch: [292] [2800/2904] eta: 0:01:18 lr: 0.001802 loss: 0.1820 (0.1915) loss_rec_all: 0.2080 (0.2174) loss_rec_sfr: 0.2603 (0.2810) loss_cl: -0.2786 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [01:34:36.122427] Epoch: [292] [2820/2904] eta: 0:01:03 lr: 0.001802 loss: 0.1868 (0.1915) loss_rec_all: 0.2128 (0.2175) loss_rec_sfr: 0.2657 (0.2811) loss_cl: -0.2784 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [01:34:51.068159] Epoch: [292] [2840/2904] eta: 0:00:48 lr: 0.001802 loss: 0.1787 (0.1915) loss_rec_all: 0.2052 (0.2174) loss_rec_sfr: 0.2431 (0.2810) loss_cl: -0.2791 (-0.2789) time: 0.7473 data: 0.0024 max mem: 29860 [01:35:05.981914] Epoch: [292] [2860/2904] eta: 0:00:33 lr: 0.001801 loss: 0.1810 (0.1915) loss_rec_all: 0.2069 (0.2174) loss_rec_sfr: 0.2612 (0.2810) loss_cl: -0.2791 (-0.2789) time: 0.7457 data: 0.0001 max mem: 29860 [01:35:20.881409] Epoch: [292] [2880/2904] eta: 0:00:18 lr: 0.001801 loss: 0.1903 (0.1915) loss_rec_all: 0.2161 (0.2175) loss_rec_sfr: 0.2591 (0.2812) loss_cl: -0.2786 (-0.2789) time: 0.7449 data: 0.0001 max mem: 29860 [01:35:35.784630] Epoch: [292] [2900/2904] eta: 0:00:03 lr: 0.001801 loss: 0.1782 (0.1915) loss_rec_all: 0.2040 (0.2174) loss_rec_sfr: 0.2556 (0.2810) loss_cl: -0.2784 (-0.2789) time: 0.7451 data: 0.0001 max mem: 29860 [01:35:38.025623] Epoch: [292] [2903/2904] eta: 0:00:00 lr: 0.001801 loss: 0.1782 (0.1915) loss_rec_all: 0.2040 (0.2174) loss_rec_sfr: 0.2522 (0.2810) loss_cl: -0.2785 (-0.2789) time: 0.7451 data: 0.0001 max mem: 29860 [01:35:40.124975] Epoch: [292] Total time: 0:36:25 (0.7525 s / it) [01:35:40.148821] Averaged stats: lr: 0.001801 loss: 0.1782 (0.1940) loss_rec_all: 0.2040 (0.2176) loss_rec_sfr: 0.2522 (0.2812) loss_cl: -0.2785 (-0.2556) [01:35:40.153558] log_dir: ./checkpoint/VF2_ViT-B [01:35:58.797745] Epoch: [293] [ 0/2904] eta: 15:02:20 lr: 0.001801 loss: 0.1707 (0.1707) loss_rec_all: 0.1967 (0.1967) loss_rec_sfr: 0.2522 (0.2522) loss_cl: -0.2777 (-0.2777) time: 18.6434 data: 15.2426 max mem: 29860 [01:36:14.642242] Epoch: [293] [ 20/2904] eta: 1:18:56 lr: 0.001801 loss: 0.1800 (0.1890) loss_rec_all: 0.2062 (0.2149) loss_rec_sfr: 0.2588 (0.2762) loss_cl: -0.2786 (-0.2785) time: 0.7922 data: 0.0488 max mem: 29860 [01:36:29.516805] Epoch: [293] [ 40/2904] eta: 0:57:28 lr: 0.001801 loss: 0.1802 (0.1910) loss_rec_all: 0.2066 (0.2169) loss_rec_sfr: 0.2596 (0.2796) loss_cl: -0.2792 (-0.2788) time: 0.7437 data: 0.0002 max mem: 29860 [01:36:44.388182] Epoch: [293] [ 60/2904] eta: 0:49:54 lr: 0.001801 loss: 0.1841 (0.1928) loss_rec_all: 0.2100 (0.2187) loss_rec_sfr: 0.2670 (0.2888) loss_cl: -0.2796 (-0.2790) time: 0.7435 data: 0.0002 max mem: 29860 [01:36:59.274884] Epoch: [293] [ 80/2904] eta: 0:45:58 lr: 0.001801 loss: 0.1803 (0.1907) loss_rec_all: 0.2066 (0.2166) loss_rec_sfr: 0.2530 (0.2796) loss_cl: -0.2781 (-0.2788) time: 0.7443 data: 0.0002 max mem: 29860 [01:37:14.174798] Epoch: [293] [ 100/2904] eta: 0:43:30 lr: 0.001801 loss: 0.1850 (0.1934) loss_rec_all: 0.2111 (0.2192) loss_rec_sfr: 0.2614 (0.2864) loss_cl: -0.2781 (-0.2786) time: 0.7450 data: 0.0002 max mem: 29860 [01:37:29.086417] Epoch: [293] [ 120/2904] eta: 0:41:46 lr: 0.001801 loss: 0.1820 (0.1934) loss_rec_all: 0.2081 (0.2193) loss_rec_sfr: 0.2688 (0.2867) loss_cl: -0.2790 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [01:37:44.019671] Epoch: [293] [ 140/2904] eta: 0:40:27 lr: 0.001801 loss: 0.1778 (0.1922) loss_rec_all: 0.2044 (0.2181) loss_rec_sfr: 0.2499 (0.2830) loss_cl: -0.2796 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [01:37:58.930756] Epoch: [293] [ 160/2904] eta: 0:39:25 lr: 0.001801 loss: 0.1805 (0.1920) loss_rec_all: 0.2070 (0.2179) loss_rec_sfr: 0.2606 (0.2817) loss_cl: -0.2796 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [01:38:13.845459] Epoch: [293] [ 180/2904] eta: 0:38:32 lr: 0.001801 loss: 0.1846 (0.1917) loss_rec_all: 0.2104 (0.2177) loss_rec_sfr: 0.2634 (0.2807) loss_cl: -0.2786 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [01:38:28.756517] Epoch: [293] [ 200/2904] eta: 0:37:48 lr: 0.001801 loss: 0.1762 (0.1910) loss_rec_all: 0.2027 (0.2169) loss_rec_sfr: 0.2193 (0.2778) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [01:38:43.671939] Epoch: [293] [ 220/2904] eta: 0:37:08 lr: 0.001801 loss: 0.1834 (0.1910) loss_rec_all: 0.2093 (0.2170) loss_rec_sfr: 0.2644 (0.2783) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [01:38:58.589744] Epoch: [293] [ 240/2904] eta: 0:36:33 lr: 0.001801 loss: 0.1803 (0.1914) loss_rec_all: 0.2066 (0.2173) loss_rec_sfr: 0.2717 (0.2801) loss_cl: -0.2796 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [01:39:13.523684] Epoch: [293] [ 260/2904] eta: 0:36:01 lr: 0.001801 loss: 0.1794 (0.1909) loss_rec_all: 0.2060 (0.2169) loss_rec_sfr: 0.2588 (0.2787) loss_cl: -0.2789 (-0.2789) time: 0.7467 data: 0.0002 max mem: 29860 [01:39:28.434398] Epoch: [293] [ 280/2904] eta: 0:35:31 lr: 0.001801 loss: 0.1795 (0.1912) loss_rec_all: 0.2054 (0.2172) loss_rec_sfr: 0.2762 (0.2804) loss_cl: -0.2787 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [01:39:43.339523] Epoch: [293] [ 300/2904] eta: 0:35:03 lr: 0.001801 loss: 0.1860 (0.1921) loss_rec_all: 0.2119 (0.2180) loss_rec_sfr: 0.2702 (0.2834) loss_cl: -0.2784 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [01:39:58.239826] Epoch: [293] [ 320/2904] eta: 0:34:37 lr: 0.001801 loss: 0.1860 (0.1926) loss_rec_all: 0.2119 (0.2185) loss_rec_sfr: 0.2681 (0.2848) loss_cl: -0.2787 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [01:40:13.147693] Epoch: [293] [ 340/2904] eta: 0:34:12 lr: 0.001801 loss: 0.1812 (0.1927) loss_rec_all: 0.2077 (0.2186) loss_rec_sfr: 0.2737 (0.2856) loss_cl: -0.2784 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [01:40:28.079800] Epoch: [293] [ 360/2904] eta: 0:33:48 lr: 0.001801 loss: 0.1834 (0.1933) loss_rec_all: 0.2097 (0.2191) loss_rec_sfr: 0.2604 (0.2870) loss_cl: -0.2787 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [01:40:42.989267] Epoch: [293] [ 380/2904] eta: 0:33:26 lr: 0.001801 loss: 0.1792 (0.1930) loss_rec_all: 0.2056 (0.2189) loss_rec_sfr: 0.2627 (0.2859) loss_cl: -0.2779 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [01:40:58.050231] Epoch: [293] [ 400/2904] eta: 0:33:04 lr: 0.001801 loss: 0.1791 (0.1925) loss_rec_all: 0.2053 (0.2184) loss_rec_sfr: 0.2611 (0.2842) loss_cl: -0.2784 (-0.2787) time: 0.7530 data: 0.0002 max mem: 29860 [01:41:12.960203] Epoch: [293] [ 420/2904] eta: 0:32:43 lr: 0.001801 loss: 0.1840 (0.1931) loss_rec_all: 0.2100 (0.2189) loss_rec_sfr: 0.2664 (0.2863) loss_cl: -0.2788 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [01:41:27.883360] Epoch: [293] [ 440/2904] eta: 0:32:22 lr: 0.001801 loss: 0.1807 (0.1929) loss_rec_all: 0.2068 (0.2188) loss_rec_sfr: 0.2450 (0.2854) loss_cl: -0.2791 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [01:41:42.794114] Epoch: [293] [ 460/2904] eta: 0:32:02 lr: 0.001801 loss: 0.1802 (0.1930) loss_rec_all: 0.2061 (0.2189) loss_rec_sfr: 0.2668 (0.2859) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [01:41:57.703618] Epoch: [293] [ 480/2904] eta: 0:31:42 lr: 0.001801 loss: 0.1800 (0.1927) loss_rec_all: 0.2062 (0.2186) loss_rec_sfr: 0.2674 (0.2852) loss_cl: -0.2789 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [01:42:12.610996] Epoch: [293] [ 500/2904] eta: 0:31:23 lr: 0.001801 loss: 0.1822 (0.1927) loss_rec_all: 0.2084 (0.2186) loss_rec_sfr: 0.2557 (0.2849) loss_cl: -0.2790 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [01:42:27.516456] Epoch: [293] [ 520/2904] eta: 0:31:03 lr: 0.001801 loss: 0.1817 (0.1927) loss_rec_all: 0.2075 (0.2186) loss_rec_sfr: 0.2614 (0.2850) loss_cl: -0.2790 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [01:42:42.420637] Epoch: [293] [ 540/2904] eta: 0:30:45 lr: 0.001801 loss: 0.1839 (0.1927) loss_rec_all: 0.2102 (0.2186) loss_rec_sfr: 0.2711 (0.2853) loss_cl: -0.2793 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [01:42:57.326741] Epoch: [293] [ 560/2904] eta: 0:30:26 lr: 0.001801 loss: 0.1891 (0.1930) loss_rec_all: 0.2152 (0.2189) loss_rec_sfr: 0.2752 (0.2864) loss_cl: -0.2793 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [01:43:12.242018] Epoch: [293] [ 580/2904] eta: 0:30:08 lr: 0.001801 loss: 0.1808 (0.1927) loss_rec_all: 0.2071 (0.2186) loss_rec_sfr: 0.2628 (0.2856) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [01:43:27.154859] Epoch: [293] [ 600/2904] eta: 0:29:50 lr: 0.001801 loss: 0.1783 (0.1928) loss_rec_all: 0.2043 (0.2187) loss_rec_sfr: 0.2592 (0.2857) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [01:43:42.066864] Epoch: [293] [ 620/2904] eta: 0:29:32 lr: 0.001801 loss: 0.1831 (0.1928) loss_rec_all: 0.2091 (0.2187) loss_rec_sfr: 0.2636 (0.2863) loss_cl: -0.2784 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [01:43:56.974879] Epoch: [293] [ 640/2904] eta: 0:29:14 lr: 0.001800 loss: 0.1864 (0.1929) loss_rec_all: 0.2128 (0.2188) loss_rec_sfr: 0.2652 (0.2864) loss_cl: -0.2785 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [01:44:11.885975] Epoch: [293] [ 660/2904] eta: 0:28:57 lr: 0.001800 loss: 0.1891 (0.1931) loss_rec_all: 0.2151 (0.2190) loss_rec_sfr: 0.2650 (0.2867) loss_cl: -0.2781 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [01:44:26.795025] Epoch: [293] [ 680/2904] eta: 0:28:39 lr: 0.001800 loss: 0.1789 (0.1930) loss_rec_all: 0.2052 (0.2189) loss_rec_sfr: 0.2741 (0.2869) loss_cl: -0.2786 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [01:44:41.701849] Epoch: [293] [ 700/2904] eta: 0:28:22 lr: 0.001800 loss: 0.1793 (0.1927) loss_rec_all: 0.2057 (0.2186) loss_rec_sfr: 0.2243 (0.2859) loss_cl: -0.2796 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [01:44:56.609213] Epoch: [293] [ 720/2904] eta: 0:28:05 lr: 0.001800 loss: 0.1803 (0.1931) loss_rec_all: 0.2063 (0.2189) loss_rec_sfr: 0.2733 (0.2869) loss_cl: -0.2796 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [01:45:11.514092] Epoch: [293] [ 740/2904] eta: 0:27:48 lr: 0.001800 loss: 0.1828 (0.1931) loss_rec_all: 0.2088 (0.2190) loss_rec_sfr: 0.2483 (0.2871) loss_cl: -0.2792 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [01:45:26.425783] Epoch: [293] [ 760/2904] eta: 0:27:31 lr: 0.001800 loss: 0.1822 (0.1932) loss_rec_all: 0.2086 (0.2190) loss_rec_sfr: 0.2568 (0.2868) loss_cl: -0.2792 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [01:45:41.334615] Epoch: [293] [ 780/2904] eta: 0:27:14 lr: 0.001800 loss: 0.1830 (0.1932) loss_rec_all: 0.2090 (0.2191) loss_rec_sfr: 0.2584 (0.2867) loss_cl: -0.2783 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [01:45:56.246216] Epoch: [293] [ 800/2904] eta: 0:26:58 lr: 0.001800 loss: 0.1786 (0.1932) loss_rec_all: 0.2048 (0.2190) loss_rec_sfr: 0.2324 (0.2864) loss_cl: -0.2780 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [01:46:11.155053] Epoch: [293] [ 820/2904] eta: 0:26:41 lr: 0.001800 loss: 0.1814 (0.1929) loss_rec_all: 0.2076 (0.2188) loss_rec_sfr: 0.2314 (0.2855) loss_cl: -0.2794 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [01:46:26.062982] Epoch: [293] [ 840/2904] eta: 0:26:25 lr: 0.001800 loss: 0.1839 (0.1928) loss_rec_all: 0.2100 (0.2187) loss_rec_sfr: 0.2600 (0.2850) loss_cl: -0.2806 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [01:46:40.968458] Epoch: [293] [ 860/2904] eta: 0:26:08 lr: 0.001800 loss: 0.1825 (0.1928) loss_rec_all: 0.2082 (0.2187) loss_rec_sfr: 0.2600 (0.2848) loss_cl: -0.2789 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [01:46:55.874770] Epoch: [293] [ 880/2904] eta: 0:25:52 lr: 0.001800 loss: 0.1802 (0.1927) loss_rec_all: 0.2062 (0.2186) loss_rec_sfr: 0.2516 (0.2843) loss_cl: -0.2783 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [01:47:10.775406] Epoch: [293] [ 900/2904] eta: 0:25:35 lr: 0.001800 loss: 0.1775 (0.1924) loss_rec_all: 0.2035 (0.2183) loss_rec_sfr: 0.2565 (0.2837) loss_cl: -0.2790 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [01:47:25.682955] Epoch: [293] [ 920/2904] eta: 0:25:19 lr: 0.001800 loss: 0.1756 (0.1923) loss_rec_all: 0.2018 (0.2182) loss_rec_sfr: 0.2600 (0.2832) loss_cl: -0.2789 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [01:47:40.593757] Epoch: [293] [ 940/2904] eta: 0:25:03 lr: 0.001800 loss: 0.1812 (0.1924) loss_rec_all: 0.2077 (0.2183) loss_rec_sfr: 0.2612 (0.2837) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [01:47:55.502846] Epoch: [293] [ 960/2904] eta: 0:24:47 lr: 0.001800 loss: 0.1816 (0.1924) loss_rec_all: 0.2078 (0.2183) loss_rec_sfr: 0.2600 (0.2836) loss_cl: -0.2785 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [01:48:10.408379] Epoch: [293] [ 980/2904] eta: 0:24:31 lr: 0.001800 loss: 0.1820 (0.1925) loss_rec_all: 0.2078 (0.2184) loss_rec_sfr: 0.2599 (0.2839) loss_cl: -0.2780 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [01:48:25.315574] Epoch: [293] [1000/2904] eta: 0:24:15 lr: 0.001800 loss: 0.1808 (0.1925) loss_rec_all: 0.2069 (0.2184) loss_rec_sfr: 0.2557 (0.2840) loss_cl: -0.2787 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [01:48:40.220512] Epoch: [293] [1020/2904] eta: 0:23:59 lr: 0.001800 loss: 0.1822 (0.1926) loss_rec_all: 0.2083 (0.2185) loss_rec_sfr: 0.2637 (0.2844) loss_cl: -0.2790 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [01:48:55.126289] Epoch: [293] [1040/2904] eta: 0:23:43 lr: 0.001800 loss: 0.1835 (0.1927) loss_rec_all: 0.2099 (0.2186) loss_rec_sfr: 0.2589 (0.2847) loss_cl: -0.2789 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [01:49:10.034853] Epoch: [293] [1060/2904] eta: 0:23:27 lr: 0.001800 loss: 0.1779 (0.1927) loss_rec_all: 0.2038 (0.2186) loss_rec_sfr: 0.2675 (0.2846) loss_cl: -0.2782 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [01:49:24.946003] Epoch: [293] [1080/2904] eta: 0:23:11 lr: 0.001800 loss: 0.1793 (0.1926) loss_rec_all: 0.2057 (0.2185) loss_rec_sfr: 0.2194 (0.2840) loss_cl: -0.2791 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [01:49:39.862568] Epoch: [293] [1100/2904] eta: 0:22:55 lr: 0.001800 loss: 0.1832 (0.1925) loss_rec_all: 0.2095 (0.2184) loss_rec_sfr: 0.2564 (0.2839) loss_cl: -0.2794 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [01:49:54.774296] Epoch: [293] [1120/2904] eta: 0:22:40 lr: 0.001800 loss: 0.1859 (0.1927) loss_rec_all: 0.2119 (0.2186) loss_rec_sfr: 0.2580 (0.2844) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [01:50:09.686058] Epoch: [293] [1140/2904] eta: 0:22:24 lr: 0.001800 loss: 0.1837 (0.1928) loss_rec_all: 0.2097 (0.2187) loss_rec_sfr: 0.2572 (0.2846) loss_cl: -0.2793 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [01:50:24.599402] Epoch: [293] [1160/2904] eta: 0:22:08 lr: 0.001800 loss: 0.1811 (0.1929) loss_rec_all: 0.2072 (0.2188) loss_rec_sfr: 0.2650 (0.2848) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [01:50:39.512778] Epoch: [293] [1180/2904] eta: 0:21:52 lr: 0.001800 loss: 0.1821 (0.1927) loss_rec_all: 0.2080 (0.2186) loss_rec_sfr: 0.2545 (0.2844) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [01:50:54.423482] Epoch: [293] [1200/2904] eta: 0:21:37 lr: 0.001800 loss: 0.1824 (0.1928) loss_rec_all: 0.2089 (0.2187) loss_rec_sfr: 0.2574 (0.2843) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [01:51:09.334998] Epoch: [293] [1220/2904] eta: 0:21:21 lr: 0.001800 loss: 0.1838 (0.1928) loss_rec_all: 0.2098 (0.2187) loss_rec_sfr: 0.2648 (0.2844) loss_cl: -0.2781 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [01:51:24.240036] Epoch: [293] [1240/2904] eta: 0:21:05 lr: 0.001800 loss: 0.1820 (0.1928) loss_rec_all: 0.2081 (0.2187) loss_rec_sfr: 0.2657 (0.2844) loss_cl: -0.2778 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [01:51:39.153199] Epoch: [293] [1260/2904] eta: 0:20:50 lr: 0.001800 loss: 0.1758 (0.1926) loss_rec_all: 0.2016 (0.2185) loss_rec_sfr: 0.2587 (0.2841) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [01:51:54.068673] Epoch: [293] [1280/2904] eta: 0:20:34 lr: 0.001800 loss: 0.1824 (0.1925) loss_rec_all: 0.2087 (0.2184) loss_rec_sfr: 0.2589 (0.2836) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [01:52:08.984202] Epoch: [293] [1300/2904] eta: 0:20:19 lr: 0.001800 loss: 0.1775 (0.1923) loss_rec_all: 0.2036 (0.2182) loss_rec_sfr: 0.2369 (0.2829) loss_cl: -0.2795 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [01:52:23.901911] Epoch: [293] [1320/2904] eta: 0:20:03 lr: 0.001799 loss: 0.1817 (0.1923) loss_rec_all: 0.2076 (0.2182) loss_rec_sfr: 0.2750 (0.2831) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [01:52:38.811341] Epoch: [293] [1340/2904] eta: 0:19:47 lr: 0.001799 loss: 0.1865 (0.1925) loss_rec_all: 0.2125 (0.2183) loss_rec_sfr: 0.2671 (0.2835) loss_cl: -0.2782 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [01:52:53.723714] Epoch: [293] [1360/2904] eta: 0:19:32 lr: 0.001799 loss: 0.1836 (0.1925) loss_rec_all: 0.2101 (0.2184) loss_rec_sfr: 0.2678 (0.2837) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [01:53:08.630984] Epoch: [293] [1380/2904] eta: 0:19:16 lr: 0.001799 loss: 0.1824 (0.1927) loss_rec_all: 0.2089 (0.2186) loss_rec_sfr: 0.2627 (0.2842) loss_cl: -0.2791 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [01:53:23.536489] Epoch: [293] [1400/2904] eta: 0:19:01 lr: 0.001799 loss: 0.1815 (0.1926) loss_rec_all: 0.2076 (0.2185) loss_rec_sfr: 0.2593 (0.2840) loss_cl: -0.2784 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [01:53:38.447924] Epoch: [293] [1420/2904] eta: 0:18:46 lr: 0.001799 loss: 0.1809 (0.1925) loss_rec_all: 0.2068 (0.2184) loss_rec_sfr: 0.2573 (0.2838) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [01:53:53.355824] Epoch: [293] [1440/2904] eta: 0:18:30 lr: 0.001799 loss: 0.1883 (0.1926) loss_rec_all: 0.2143 (0.2185) loss_rec_sfr: 0.2600 (0.2838) loss_cl: -0.2785 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [01:54:08.266946] Epoch: [293] [1460/2904] eta: 0:18:15 lr: 0.001799 loss: 0.1836 (0.1926) loss_rec_all: 0.2097 (0.2185) loss_rec_sfr: 0.2622 (0.2839) loss_cl: -0.2793 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [01:54:23.176920] Epoch: [293] [1480/2904] eta: 0:17:59 lr: 0.001799 loss: 0.1798 (0.1926) loss_rec_all: 0.2062 (0.2185) loss_rec_sfr: 0.2632 (0.2836) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [01:54:38.084094] Epoch: [293] [1500/2904] eta: 0:17:44 lr: 0.001799 loss: 0.1808 (0.1926) loss_rec_all: 0.2067 (0.2185) loss_rec_sfr: 0.2597 (0.2836) loss_cl: -0.2782 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [01:54:52.998490] Epoch: [293] [1520/2904] eta: 0:17:28 lr: 0.001799 loss: 0.1813 (0.1926) loss_rec_all: 0.2078 (0.2184) loss_rec_sfr: 0.2687 (0.2835) loss_cl: -0.2782 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [01:55:07.908913] Epoch: [293] [1540/2904] eta: 0:17:13 lr: 0.001799 loss: 0.1825 (0.1926) loss_rec_all: 0.2085 (0.2184) loss_rec_sfr: 0.2719 (0.2837) loss_cl: -0.2791 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [01:55:22.821724] Epoch: [293] [1560/2904] eta: 0:16:58 lr: 0.001799 loss: 0.1830 (0.1925) loss_rec_all: 0.2094 (0.2184) loss_rec_sfr: 0.2558 (0.2835) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [01:55:37.733031] Epoch: [293] [1580/2904] eta: 0:16:42 lr: 0.001799 loss: 0.1797 (0.1925) loss_rec_all: 0.2056 (0.2183) loss_rec_sfr: 0.2579 (0.2834) loss_cl: -0.2791 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [01:55:52.645005] Epoch: [293] [1600/2904] eta: 0:16:27 lr: 0.001799 loss: 0.1802 (0.1924) loss_rec_all: 0.2068 (0.2183) loss_rec_sfr: 0.2644 (0.2832) loss_cl: -0.2797 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [01:56:07.552428] Epoch: [293] [1620/2904] eta: 0:16:12 lr: 0.001799 loss: 0.1836 (0.1924) loss_rec_all: 0.2098 (0.2183) loss_rec_sfr: 0.2583 (0.2830) loss_cl: -0.2789 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [01:56:22.462164] Epoch: [293] [1640/2904] eta: 0:15:56 lr: 0.001799 loss: 0.1827 (0.1924) loss_rec_all: 0.2085 (0.2183) loss_rec_sfr: 0.2673 (0.2829) loss_cl: -0.2790 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [01:56:37.375847] Epoch: [293] [1660/2904] eta: 0:15:41 lr: 0.001799 loss: 0.1801 (0.1923) loss_rec_all: 0.2065 (0.2182) loss_rec_sfr: 0.2588 (0.2827) loss_cl: -0.2796 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [01:56:52.283481] Epoch: [293] [1680/2904] eta: 0:15:26 lr: 0.001799 loss: 0.1816 (0.1924) loss_rec_all: 0.2080 (0.2183) loss_rec_sfr: 0.2665 (0.2829) loss_cl: -0.2798 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [01:57:07.341311] Epoch: [293] [1700/2904] eta: 0:15:11 lr: 0.001799 loss: 0.1857 (0.1924) loss_rec_all: 0.2116 (0.2183) loss_rec_sfr: 0.2636 (0.2829) loss_cl: -0.2789 (-0.2788) time: 0.7529 data: 0.0002 max mem: 29860 [01:57:22.257742] Epoch: [293] [1720/2904] eta: 0:14:55 lr: 0.001799 loss: 0.1775 (0.1924) loss_rec_all: 0.2039 (0.2183) loss_rec_sfr: 0.2284 (0.2828) loss_cl: -0.2771 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [01:57:37.173736] Epoch: [293] [1740/2904] eta: 0:14:40 lr: 0.001799 loss: 0.1798 (0.1923) loss_rec_all: 0.2057 (0.2182) loss_rec_sfr: 0.2650 (0.2828) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [01:57:52.083106] Epoch: [293] [1760/2904] eta: 0:14:25 lr: 0.001799 loss: 0.1814 (0.1923) loss_rec_all: 0.2073 (0.2182) loss_rec_sfr: 0.2613 (0.2829) loss_cl: -0.2786 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [01:58:06.991999] Epoch: [293] [1780/2904] eta: 0:14:09 lr: 0.001799 loss: 0.1785 (0.1923) loss_rec_all: 0.2046 (0.2182) loss_rec_sfr: 0.2577 (0.2826) loss_cl: -0.2788 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [01:58:21.899334] Epoch: [293] [1800/2904] eta: 0:13:54 lr: 0.001799 loss: 0.1825 (0.1923) loss_rec_all: 0.2087 (0.2182) loss_rec_sfr: 0.2723 (0.2827) loss_cl: -0.2788 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [01:58:36.810395] Epoch: [293] [1820/2904] eta: 0:13:39 lr: 0.001799 loss: 0.1848 (0.1923) loss_rec_all: 0.2110 (0.2182) loss_rec_sfr: 0.2658 (0.2828) loss_cl: -0.2798 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [01:58:51.713442] Epoch: [293] [1840/2904] eta: 0:13:24 lr: 0.001799 loss: 0.1807 (0.1922) loss_rec_all: 0.2068 (0.2181) loss_rec_sfr: 0.2612 (0.2825) loss_cl: -0.2801 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [01:59:06.618783] Epoch: [293] [1860/2904] eta: 0:13:08 lr: 0.001799 loss: 0.1824 (0.1922) loss_rec_all: 0.2086 (0.2181) loss_rec_sfr: 0.2617 (0.2825) loss_cl: -0.2793 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [01:59:21.522475] Epoch: [293] [1880/2904] eta: 0:12:53 lr: 0.001799 loss: 0.1783 (0.1921) loss_rec_all: 0.2044 (0.2180) loss_rec_sfr: 0.2298 (0.2821) loss_cl: -0.2782 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [01:59:36.433674] Epoch: [293] [1900/2904] eta: 0:12:38 lr: 0.001799 loss: 0.1808 (0.1921) loss_rec_all: 0.2069 (0.2180) loss_rec_sfr: 0.2644 (0.2821) loss_cl: -0.2784 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [01:59:51.344260] Epoch: [293] [1920/2904] eta: 0:12:23 lr: 0.001799 loss: 0.1823 (0.1921) loss_rec_all: 0.2083 (0.2180) loss_rec_sfr: 0.2659 (0.2821) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [02:00:06.251566] Epoch: [293] [1940/2904] eta: 0:12:08 lr: 0.001799 loss: 0.1806 (0.1921) loss_rec_all: 0.2065 (0.2180) loss_rec_sfr: 0.2667 (0.2823) loss_cl: -0.2788 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [02:00:21.166313] Epoch: [293] [1960/2904] eta: 0:11:52 lr: 0.001799 loss: 0.1797 (0.1921) loss_rec_all: 0.2059 (0.2180) loss_rec_sfr: 0.2618 (0.2822) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [02:00:36.072997] Epoch: [293] [1980/2904] eta: 0:11:37 lr: 0.001799 loss: 0.1818 (0.1921) loss_rec_all: 0.2078 (0.2180) loss_rec_sfr: 0.2681 (0.2823) loss_cl: -0.2789 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [02:00:50.984513] Epoch: [293] [2000/2904] eta: 0:11:22 lr: 0.001798 loss: 0.1831 (0.1921) loss_rec_all: 0.2090 (0.2180) loss_rec_sfr: 0.2637 (0.2824) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [02:01:05.896903] Epoch: [293] [2020/2904] eta: 0:11:07 lr: 0.001798 loss: 0.1782 (0.1920) loss_rec_all: 0.2042 (0.2179) loss_rec_sfr: 0.2568 (0.2821) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [02:01:20.800873] Epoch: [293] [2040/2904] eta: 0:10:52 lr: 0.001798 loss: 0.1819 (0.1920) loss_rec_all: 0.2080 (0.2179) loss_rec_sfr: 0.2644 (0.2821) loss_cl: -0.2789 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [02:01:35.704522] Epoch: [293] [2060/2904] eta: 0:10:36 lr: 0.001798 loss: 0.1822 (0.1920) loss_rec_all: 0.2082 (0.2179) loss_rec_sfr: 0.2681 (0.2823) loss_cl: -0.2788 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [02:01:50.612743] Epoch: [293] [2080/2904] eta: 0:10:21 lr: 0.001798 loss: 0.1883 (0.1922) loss_rec_all: 0.2144 (0.2181) loss_rec_sfr: 0.2736 (0.2828) loss_cl: -0.2787 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [02:02:05.525280] Epoch: [293] [2100/2904] eta: 0:10:06 lr: 0.001798 loss: 0.1820 (0.1921) loss_rec_all: 0.2079 (0.2180) loss_rec_sfr: 0.2662 (0.2826) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [02:02:20.437315] Epoch: [293] [2120/2904] eta: 0:09:51 lr: 0.001798 loss: 0.1825 (0.1922) loss_rec_all: 0.2089 (0.2181) loss_rec_sfr: 0.2546 (0.2827) loss_cl: -0.2783 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [02:02:35.348818] Epoch: [293] [2140/2904] eta: 0:09:36 lr: 0.001798 loss: 0.1840 (0.1922) loss_rec_all: 0.2102 (0.2181) loss_rec_sfr: 0.2643 (0.2827) loss_cl: -0.2781 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [02:02:50.257528] Epoch: [293] [2160/2904] eta: 0:09:21 lr: 0.001798 loss: 0.1833 (0.1922) loss_rec_all: 0.2094 (0.2181) loss_rec_sfr: 0.2608 (0.2828) loss_cl: -0.2792 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [02:03:05.163929] Epoch: [293] [2180/2904] eta: 0:09:06 lr: 0.001798 loss: 0.1834 (0.1922) loss_rec_all: 0.2094 (0.2181) loss_rec_sfr: 0.2562 (0.2827) loss_cl: -0.2789 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [02:03:20.071862] Epoch: [293] [2200/2904] eta: 0:08:50 lr: 0.001798 loss: 0.1794 (0.1921) loss_rec_all: 0.2055 (0.2180) loss_rec_sfr: 0.2634 (0.2826) loss_cl: -0.2787 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [02:03:34.976869] Epoch: [293] [2220/2904] eta: 0:08:35 lr: 0.001798 loss: 0.1825 (0.1921) loss_rec_all: 0.2089 (0.2180) loss_rec_sfr: 0.2540 (0.2825) loss_cl: -0.2792 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [02:03:49.883675] Epoch: [293] [2240/2904] eta: 0:08:20 lr: 0.001798 loss: 0.1791 (0.1921) loss_rec_all: 0.2050 (0.2180) loss_rec_sfr: 0.2532 (0.2824) loss_cl: -0.2790 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [02:04:04.790378] Epoch: [293] [2260/2904] eta: 0:08:05 lr: 0.001798 loss: 0.1830 (0.1921) loss_rec_all: 0.2091 (0.2180) loss_rec_sfr: 0.2726 (0.2826) loss_cl: -0.2793 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [02:04:19.696021] Epoch: [293] [2280/2904] eta: 0:07:50 lr: 0.001798 loss: 0.1810 (0.1921) loss_rec_all: 0.2071 (0.2180) loss_rec_sfr: 0.2616 (0.2827) loss_cl: -0.2780 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [02:04:34.603224] Epoch: [293] [2300/2904] eta: 0:07:35 lr: 0.001798 loss: 0.1795 (0.1921) loss_rec_all: 0.2059 (0.2180) loss_rec_sfr: 0.2509 (0.2825) loss_cl: -0.2792 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [02:04:49.513886] Epoch: [293] [2320/2904] eta: 0:07:20 lr: 0.001798 loss: 0.1813 (0.1921) loss_rec_all: 0.2074 (0.2180) loss_rec_sfr: 0.2683 (0.2825) loss_cl: -0.2794 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [02:05:04.420888] Epoch: [293] [2340/2904] eta: 0:07:05 lr: 0.001798 loss: 0.1814 (0.1921) loss_rec_all: 0.2079 (0.2180) loss_rec_sfr: 0.2621 (0.2825) loss_cl: -0.2796 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [02:05:19.333219] Epoch: [293] [2360/2904] eta: 0:06:49 lr: 0.001798 loss: 0.1782 (0.1920) loss_rec_all: 0.2047 (0.2179) loss_rec_sfr: 0.2216 (0.2823) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [02:05:34.244589] Epoch: [293] [2380/2904] eta: 0:06:34 lr: 0.001798 loss: 0.1870 (0.1921) loss_rec_all: 0.2133 (0.2180) loss_rec_sfr: 0.2661 (0.2825) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [02:05:49.155280] Epoch: [293] [2400/2904] eta: 0:06:19 lr: 0.001798 loss: 0.1773 (0.1921) loss_rec_all: 0.2032 (0.2180) loss_rec_sfr: 0.2541 (0.2823) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [02:06:04.064180] Epoch: [293] [2420/2904] eta: 0:06:04 lr: 0.001798 loss: 0.1823 (0.1921) loss_rec_all: 0.2086 (0.2180) loss_rec_sfr: 0.2632 (0.2824) loss_cl: -0.2793 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [02:06:18.973738] Epoch: [293] [2440/2904] eta: 0:05:49 lr: 0.001798 loss: 0.1810 (0.1920) loss_rec_all: 0.2068 (0.2179) loss_rec_sfr: 0.2610 (0.2822) loss_cl: -0.2786 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [02:06:33.887391] Epoch: [293] [2460/2904] eta: 0:05:34 lr: 0.001798 loss: 0.1846 (0.1921) loss_rec_all: 0.2104 (0.2180) loss_rec_sfr: 0.2752 (0.2826) loss_cl: -0.2782 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [02:06:48.797828] Epoch: [293] [2480/2904] eta: 0:05:19 lr: 0.001798 loss: 0.1855 (0.1921) loss_rec_all: 0.2115 (0.2180) loss_rec_sfr: 0.2687 (0.2827) loss_cl: -0.2791 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [02:07:03.706825] Epoch: [293] [2500/2904] eta: 0:05:04 lr: 0.001798 loss: 0.1826 (0.1921) loss_rec_all: 0.2087 (0.2180) loss_rec_sfr: 0.2672 (0.2828) loss_cl: -0.2793 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [02:07:18.620063] Epoch: [293] [2520/2904] eta: 0:04:49 lr: 0.001798 loss: 0.1803 (0.1921) loss_rec_all: 0.2064 (0.2180) loss_rec_sfr: 0.2567 (0.2827) loss_cl: -0.2784 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [02:07:33.528883] Epoch: [293] [2540/2904] eta: 0:04:34 lr: 0.001798 loss: 0.1853 (0.1921) loss_rec_all: 0.2112 (0.2180) loss_rec_sfr: 0.2597 (0.2826) loss_cl: -0.2786 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [02:07:48.438075] Epoch: [293] [2560/2904] eta: 0:04:18 lr: 0.001798 loss: 0.1850 (0.1921) loss_rec_all: 0.2110 (0.2180) loss_rec_sfr: 0.2683 (0.2827) loss_cl: -0.2786 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [02:08:03.348486] Epoch: [293] [2580/2904] eta: 0:04:03 lr: 0.001798 loss: 0.1800 (0.1921) loss_rec_all: 0.2063 (0.2180) loss_rec_sfr: 0.2684 (0.2827) loss_cl: -0.2795 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [02:08:18.253055] Epoch: [293] [2600/2904] eta: 0:03:48 lr: 0.001798 loss: 0.1821 (0.1921) loss_rec_all: 0.2084 (0.2180) loss_rec_sfr: 0.2561 (0.2825) loss_cl: -0.2796 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [02:08:33.159119] Epoch: [293] [2620/2904] eta: 0:03:33 lr: 0.001798 loss: 0.1841 (0.1921) loss_rec_all: 0.2104 (0.2180) loss_rec_sfr: 0.2634 (0.2825) loss_cl: -0.2792 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [02:08:48.067224] Epoch: [293] [2640/2904] eta: 0:03:18 lr: 0.001798 loss: 0.1782 (0.1920) loss_rec_all: 0.2047 (0.2179) loss_rec_sfr: 0.2334 (0.2822) loss_cl: -0.2790 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [02:09:02.975916] Epoch: [293] [2660/2904] eta: 0:03:03 lr: 0.001797 loss: 0.1778 (0.1919) loss_rec_all: 0.2039 (0.2178) loss_rec_sfr: 0.2493 (0.2820) loss_cl: -0.2786 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [02:09:17.894166] Epoch: [293] [2680/2904] eta: 0:02:48 lr: 0.001797 loss: 0.1860 (0.1919) loss_rec_all: 0.2124 (0.2178) loss_rec_sfr: 0.2577 (0.2819) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [02:09:32.808033] Epoch: [293] [2700/2904] eta: 0:02:33 lr: 0.001797 loss: 0.1783 (0.1919) loss_rec_all: 0.2048 (0.2178) loss_rec_sfr: 0.2418 (0.2819) loss_cl: -0.2793 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [02:09:47.720898] Epoch: [293] [2720/2904] eta: 0:02:18 lr: 0.001797 loss: 0.1816 (0.1919) loss_rec_all: 0.2075 (0.2178) loss_rec_sfr: 0.2520 (0.2818) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [02:10:02.626051] Epoch: [293] [2740/2904] eta: 0:02:03 lr: 0.001797 loss: 0.1790 (0.1918) loss_rec_all: 0.2048 (0.2178) loss_rec_sfr: 0.2659 (0.2817) loss_cl: -0.2796 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [02:10:17.534727] Epoch: [293] [2760/2904] eta: 0:01:48 lr: 0.001797 loss: 0.1803 (0.1919) loss_rec_all: 0.2068 (0.2178) loss_rec_sfr: 0.2697 (0.2819) loss_cl: -0.2784 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [02:10:32.448102] Epoch: [293] [2780/2904] eta: 0:01:33 lr: 0.001797 loss: 0.1849 (0.1919) loss_rec_all: 0.2113 (0.2178) loss_rec_sfr: 0.2648 (0.2818) loss_cl: -0.2783 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [02:10:47.356114] Epoch: [293] [2800/2904] eta: 0:01:18 lr: 0.001797 loss: 0.1869 (0.1919) loss_rec_all: 0.2133 (0.2178) loss_rec_sfr: 0.2767 (0.2821) loss_cl: -0.2784 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [02:11:02.261498] Epoch: [293] [2820/2904] eta: 0:01:03 lr: 0.001797 loss: 0.1812 (0.1919) loss_rec_all: 0.2072 (0.2178) loss_rec_sfr: 0.2587 (0.2820) loss_cl: -0.2788 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [02:11:17.197027] Epoch: [293] [2840/2904] eta: 0:00:48 lr: 0.001797 loss: 0.1782 (0.1919) loss_rec_all: 0.2044 (0.2178) loss_rec_sfr: 0.2232 (0.2820) loss_cl: -0.2795 (-0.2788) time: 0.7467 data: 0.0023 max mem: 29860 [02:11:32.088842] Epoch: [293] [2860/2904] eta: 0:00:33 lr: 0.001797 loss: 0.1821 (0.1920) loss_rec_all: 0.2080 (0.2179) loss_rec_sfr: 0.2651 (0.2821) loss_cl: -0.2792 (-0.2788) time: 0.7446 data: 0.0001 max mem: 29860 [02:11:46.980709] Epoch: [293] [2880/2904] eta: 0:00:18 lr: 0.001797 loss: 0.1842 (0.1920) loss_rec_all: 0.2104 (0.2179) loss_rec_sfr: 0.2644 (0.2823) loss_cl: -0.2792 (-0.2788) time: 0.7446 data: 0.0001 max mem: 29860 [02:12:01.873128] Epoch: [293] [2900/2904] eta: 0:00:03 lr: 0.001797 loss: 0.1812 (0.1920) loss_rec_all: 0.2073 (0.2179) loss_rec_sfr: 0.2588 (0.2822) loss_cl: -0.2787 (-0.2788) time: 0.7446 data: 0.0001 max mem: 29860 [02:12:04.115250] Epoch: [293] [2903/2904] eta: 0:00:00 lr: 0.001797 loss: 0.1768 (0.1920) loss_rec_all: 0.2033 (0.2179) loss_rec_sfr: 0.2526 (0.2823) loss_cl: -0.2788 (-0.2788) time: 0.7447 data: 0.0001 max mem: 29860 [02:12:06.193327] Epoch: [293] Total time: 0:36:26 (0.7528 s / it) [02:12:06.201504] Averaged stats: lr: 0.001797 loss: 0.1768 (0.1940) loss_rec_all: 0.2033 (0.2176) loss_rec_sfr: 0.2526 (0.2811) loss_cl: -0.2788 (-0.2556) [02:12:06.206144] log_dir: ./checkpoint/VF2_ViT-B [02:12:24.828750] Epoch: [294] [ 0/2904] eta: 15:01:16 lr: 0.001797 loss: 0.1768 (0.1768) loss_rec_all: 0.2031 (0.2031) loss_rec_sfr: 0.2183 (0.2183) loss_cl: -0.2779 (-0.2779) time: 18.6215 data: 15.8054 max mem: 29860 [02:12:41.188490] Epoch: [294] [ 20/2904] eta: 1:20:03 lr: 0.001797 loss: 0.1820 (0.1917) loss_rec_all: 0.2079 (0.2175) loss_rec_sfr: 0.2728 (0.2897) loss_cl: -0.2778 (-0.2780) time: 0.8179 data: 0.0002 max mem: 29860 [02:12:56.061958] Epoch: [294] [ 40/2904] eta: 0:58:02 lr: 0.001797 loss: 0.1783 (0.1869) loss_rec_all: 0.2047 (0.2129) loss_rec_sfr: 0.2573 (0.2664) loss_cl: -0.2788 (-0.2783) time: 0.7436 data: 0.0002 max mem: 29860 [02:13:10.939695] Epoch: [294] [ 60/2904] eta: 0:50:17 lr: 0.001797 loss: 0.1838 (0.1896) loss_rec_all: 0.2101 (0.2155) loss_rec_sfr: 0.2610 (0.2730) loss_cl: -0.2793 (-0.2786) time: 0.7438 data: 0.0002 max mem: 29860 [02:13:25.826725] Epoch: [294] [ 80/2904] eta: 0:46:15 lr: 0.001797 loss: 0.1823 (0.1902) loss_rec_all: 0.2083 (0.2161) loss_rec_sfr: 0.2707 (0.2755) loss_cl: -0.2800 (-0.2789) time: 0.7443 data: 0.0002 max mem: 29860 [02:13:40.721775] Epoch: [294] [ 100/2904] eta: 0:43:43 lr: 0.001797 loss: 0.1795 (0.1908) loss_rec_all: 0.2055 (0.2168) loss_rec_sfr: 0.2720 (0.2777) loss_cl: -0.2793 (-0.2789) time: 0.7447 data: 0.0002 max mem: 29860 [02:13:55.631433] Epoch: [294] [ 120/2904] eta: 0:41:57 lr: 0.001797 loss: 0.1769 (0.1886) loss_rec_all: 0.2034 (0.2146) loss_rec_sfr: 0.2249 (0.2695) loss_cl: -0.2788 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [02:14:10.546750] Epoch: [294] [ 140/2904] eta: 0:40:37 lr: 0.001797 loss: 0.1795 (0.1887) loss_rec_all: 0.2058 (0.2147) loss_rec_sfr: 0.2602 (0.2707) loss_cl: -0.2782 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [02:14:25.470474] Epoch: [294] [ 160/2904] eta: 0:39:33 lr: 0.001797 loss: 0.1851 (0.1897) loss_rec_all: 0.2111 (0.2157) loss_rec_sfr: 0.2713 (0.2741) loss_cl: -0.2779 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [02:14:40.408055] Epoch: [294] [ 180/2904] eta: 0:38:40 lr: 0.001797 loss: 0.1819 (0.1901) loss_rec_all: 0.2076 (0.2160) loss_rec_sfr: 0.2573 (0.2744) loss_cl: -0.2786 (-0.2787) time: 0.7468 data: 0.0002 max mem: 29860 [02:14:55.326167] Epoch: [294] [ 200/2904] eta: 0:37:55 lr: 0.001797 loss: 0.1790 (0.1901) loss_rec_all: 0.2049 (0.2160) loss_rec_sfr: 0.2607 (0.2746) loss_cl: -0.2792 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [02:15:10.238243] Epoch: [294] [ 220/2904] eta: 0:37:14 lr: 0.001797 loss: 0.1800 (0.1900) loss_rec_all: 0.2060 (0.2159) loss_rec_sfr: 0.2636 (0.2751) loss_cl: -0.2797 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [02:15:25.151229] Epoch: [294] [ 240/2904] eta: 0:36:39 lr: 0.001797 loss: 0.1815 (0.1905) loss_rec_all: 0.2078 (0.2165) loss_rec_sfr: 0.2267 (0.2762) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [02:15:40.078912] Epoch: [294] [ 260/2904] eta: 0:36:06 lr: 0.001797 loss: 0.1819 (0.1911) loss_rec_all: 0.2083 (0.2170) loss_rec_sfr: 0.2646 (0.2780) loss_cl: -0.2788 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [02:15:54.987821] Epoch: [294] [ 280/2904] eta: 0:35:36 lr: 0.001797 loss: 0.1785 (0.1911) loss_rec_all: 0.2044 (0.2170) loss_rec_sfr: 0.2631 (0.2784) loss_cl: -0.2790 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [02:16:10.034503] Epoch: [294] [ 300/2904] eta: 0:35:09 lr: 0.001797 loss: 0.1817 (0.1916) loss_rec_all: 0.2075 (0.2175) loss_rec_sfr: 0.2682 (0.2796) loss_cl: -0.2792 (-0.2788) time: 0.7523 data: 0.0002 max mem: 29860 [02:16:24.943184] Epoch: [294] [ 320/2904] eta: 0:34:42 lr: 0.001797 loss: 0.1814 (0.1915) loss_rec_all: 0.2074 (0.2174) loss_rec_sfr: 0.2592 (0.2795) loss_cl: -0.2789 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [02:16:39.866718] Epoch: [294] [ 340/2904] eta: 0:34:17 lr: 0.001797 loss: 0.1810 (0.1912) loss_rec_all: 0.2070 (0.2171) loss_rec_sfr: 0.2280 (0.2782) loss_cl: -0.2793 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [02:16:54.770030] Epoch: [294] [ 360/2904] eta: 0:33:53 lr: 0.001797 loss: 0.1794 (0.1914) loss_rec_all: 0.2054 (0.2173) loss_rec_sfr: 0.2665 (0.2794) loss_cl: -0.2788 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [02:17:09.696178] Epoch: [294] [ 380/2904] eta: 0:33:30 lr: 0.001797 loss: 0.1832 (0.1916) loss_rec_all: 0.2093 (0.2175) loss_rec_sfr: 0.2554 (0.2798) loss_cl: -0.2798 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [02:17:24.600910] Epoch: [294] [ 400/2904] eta: 0:33:08 lr: 0.001797 loss: 0.1776 (0.1910) loss_rec_all: 0.2036 (0.2170) loss_rec_sfr: 0.2555 (0.2782) loss_cl: -0.2791 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [02:17:39.510879] Epoch: [294] [ 420/2904] eta: 0:32:46 lr: 0.001797 loss: 0.1865 (0.1911) loss_rec_all: 0.2125 (0.2170) loss_rec_sfr: 0.2575 (0.2778) loss_cl: -0.2785 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [02:17:54.422703] Epoch: [294] [ 440/2904] eta: 0:32:25 lr: 0.001796 loss: 0.1792 (0.1911) loss_rec_all: 0.2055 (0.2170) loss_rec_sfr: 0.2602 (0.2782) loss_cl: -0.2780 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [02:18:09.329664] Epoch: [294] [ 460/2904] eta: 0:32:04 lr: 0.001796 loss: 0.1836 (0.1912) loss_rec_all: 0.2100 (0.2171) loss_rec_sfr: 0.2543 (0.2781) loss_cl: -0.2781 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [02:18:24.231370] Epoch: [294] [ 480/2904] eta: 0:31:44 lr: 0.001796 loss: 0.1818 (0.1911) loss_rec_all: 0.2080 (0.2170) loss_rec_sfr: 0.2609 (0.2779) loss_cl: -0.2796 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [02:18:39.138142] Epoch: [294] [ 500/2904] eta: 0:31:25 lr: 0.001796 loss: 0.1826 (0.1913) loss_rec_all: 0.2090 (0.2172) loss_rec_sfr: 0.2650 (0.2785) loss_cl: -0.2787 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [02:18:54.048110] Epoch: [294] [ 520/2904] eta: 0:31:06 lr: 0.001796 loss: 0.1837 (0.1916) loss_rec_all: 0.2095 (0.2176) loss_rec_sfr: 0.2683 (0.2799) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [02:19:08.949017] Epoch: [294] [ 540/2904] eta: 0:30:47 lr: 0.001796 loss: 0.1811 (0.1917) loss_rec_all: 0.2070 (0.2176) loss_rec_sfr: 0.2761 (0.2809) loss_cl: -0.2792 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [02:19:23.851437] Epoch: [294] [ 560/2904] eta: 0:30:28 lr: 0.001796 loss: 0.1786 (0.1918) loss_rec_all: 0.2048 (0.2178) loss_rec_sfr: 0.2589 (0.2812) loss_cl: -0.2799 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [02:19:38.757189] Epoch: [294] [ 580/2904] eta: 0:30:10 lr: 0.001796 loss: 0.1825 (0.1918) loss_rec_all: 0.2087 (0.2177) loss_rec_sfr: 0.2668 (0.2814) loss_cl: -0.2787 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [02:19:53.661550] Epoch: [294] [ 600/2904] eta: 0:29:51 lr: 0.001796 loss: 0.1813 (0.1915) loss_rec_all: 0.2073 (0.2175) loss_rec_sfr: 0.2633 (0.2805) loss_cl: -0.2782 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [02:20:08.561929] Epoch: [294] [ 620/2904] eta: 0:29:33 lr: 0.001796 loss: 0.1858 (0.1921) loss_rec_all: 0.2117 (0.2180) loss_rec_sfr: 0.2836 (0.2825) loss_cl: -0.2785 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [02:20:23.464792] Epoch: [294] [ 640/2904] eta: 0:29:16 lr: 0.001796 loss: 0.1826 (0.1921) loss_rec_all: 0.2086 (0.2180) loss_rec_sfr: 0.2735 (0.2829) loss_cl: -0.2795 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [02:20:38.375549] Epoch: [294] [ 660/2904] eta: 0:28:58 lr: 0.001796 loss: 0.1821 (0.1921) loss_rec_all: 0.2082 (0.2180) loss_rec_sfr: 0.2585 (0.2827) loss_cl: -0.2792 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [02:20:53.290518] Epoch: [294] [ 680/2904] eta: 0:28:41 lr: 0.001796 loss: 0.1785 (0.1919) loss_rec_all: 0.2044 (0.2178) loss_rec_sfr: 0.2658 (0.2823) loss_cl: -0.2788 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [02:21:08.201377] Epoch: [294] [ 700/2904] eta: 0:28:23 lr: 0.001796 loss: 0.1790 (0.1917) loss_rec_all: 0.2048 (0.2176) loss_rec_sfr: 0.2525 (0.2815) loss_cl: -0.2783 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [02:21:23.107231] Epoch: [294] [ 720/2904] eta: 0:28:06 lr: 0.001796 loss: 0.1832 (0.1919) loss_rec_all: 0.2092 (0.2178) loss_rec_sfr: 0.2683 (0.2822) loss_cl: -0.2785 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [02:21:38.013329] Epoch: [294] [ 740/2904] eta: 0:27:49 lr: 0.001796 loss: 0.1817 (0.1919) loss_rec_all: 0.2079 (0.2178) loss_rec_sfr: 0.2656 (0.2822) loss_cl: -0.2780 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [02:21:52.920616] Epoch: [294] [ 760/2904] eta: 0:27:32 lr: 0.001796 loss: 0.1778 (0.1917) loss_rec_all: 0.2039 (0.2176) loss_rec_sfr: 0.2130 (0.2814) loss_cl: -0.2793 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [02:22:07.831131] Epoch: [294] [ 780/2904] eta: 0:27:16 lr: 0.001796 loss: 0.1834 (0.1918) loss_rec_all: 0.2096 (0.2177) loss_rec_sfr: 0.2594 (0.2818) loss_cl: -0.2794 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [02:22:22.737632] Epoch: [294] [ 800/2904] eta: 0:26:59 lr: 0.001796 loss: 0.1807 (0.1917) loss_rec_all: 0.2069 (0.2176) loss_rec_sfr: 0.2344 (0.2811) loss_cl: -0.2786 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [02:22:37.646479] Epoch: [294] [ 820/2904] eta: 0:26:42 lr: 0.001796 loss: 0.1808 (0.1915) loss_rec_all: 0.2068 (0.2174) loss_rec_sfr: 0.2581 (0.2804) loss_cl: -0.2789 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [02:22:52.555206] Epoch: [294] [ 840/2904] eta: 0:26:26 lr: 0.001796 loss: 0.1857 (0.1917) loss_rec_all: 0.2118 (0.2177) loss_rec_sfr: 0.2664 (0.2810) loss_cl: -0.2788 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [02:23:07.464919] Epoch: [294] [ 860/2904] eta: 0:26:09 lr: 0.001796 loss: 0.1797 (0.1917) loss_rec_all: 0.2059 (0.2177) loss_rec_sfr: 0.2635 (0.2810) loss_cl: -0.2793 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [02:23:22.374024] Epoch: [294] [ 880/2904] eta: 0:25:53 lr: 0.001796 loss: 0.1759 (0.1915) loss_rec_all: 0.2025 (0.2174) loss_rec_sfr: 0.2188 (0.2801) loss_cl: -0.2792 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [02:23:37.283544] Epoch: [294] [ 900/2904] eta: 0:25:37 lr: 0.001796 loss: 0.1789 (0.1913) loss_rec_all: 0.2052 (0.2172) loss_rec_sfr: 0.2602 (0.2796) loss_cl: -0.2792 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [02:23:52.191625] Epoch: [294] [ 920/2904] eta: 0:25:20 lr: 0.001796 loss: 0.1832 (0.1912) loss_rec_all: 0.2094 (0.2171) loss_rec_sfr: 0.2591 (0.2797) loss_cl: -0.2787 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [02:24:07.104410] Epoch: [294] [ 940/2904] eta: 0:25:04 lr: 0.001796 loss: 0.1827 (0.1914) loss_rec_all: 0.2087 (0.2173) loss_rec_sfr: 0.2675 (0.2801) loss_cl: -0.2790 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [02:24:22.007794] Epoch: [294] [ 960/2904] eta: 0:24:48 lr: 0.001796 loss: 0.1799 (0.1913) loss_rec_all: 0.2059 (0.2172) loss_rec_sfr: 0.2671 (0.2801) loss_cl: -0.2794 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [02:24:36.907910] Epoch: [294] [ 980/2904] eta: 0:24:32 lr: 0.001796 loss: 0.1818 (0.1913) loss_rec_all: 0.2078 (0.2172) loss_rec_sfr: 0.2642 (0.2802) loss_cl: -0.2790 (-0.2789) time: 0.7450 data: 0.0002 max mem: 29860 [02:24:51.811299] Epoch: [294] [1000/2904] eta: 0:24:16 lr: 0.001796 loss: 0.1825 (0.1915) loss_rec_all: 0.2088 (0.2174) loss_rec_sfr: 0.2670 (0.2808) loss_cl: -0.2785 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [02:25:06.713924] Epoch: [294] [1020/2904] eta: 0:24:00 lr: 0.001796 loss: 0.1756 (0.1914) loss_rec_all: 0.2016 (0.2173) loss_rec_sfr: 0.2342 (0.2805) loss_cl: -0.2787 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [02:25:21.616723] Epoch: [294] [1040/2904] eta: 0:23:44 lr: 0.001796 loss: 0.1815 (0.1915) loss_rec_all: 0.2074 (0.2174) loss_rec_sfr: 0.2659 (0.2807) loss_cl: -0.2781 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [02:25:36.525780] Epoch: [294] [1060/2904] eta: 0:23:28 lr: 0.001796 loss: 0.1803 (0.1914) loss_rec_all: 0.2067 (0.2173) loss_rec_sfr: 0.2636 (0.2805) loss_cl: -0.2786 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [02:25:51.435312] Epoch: [294] [1080/2904] eta: 0:23:12 lr: 0.001796 loss: 0.1807 (0.1913) loss_rec_all: 0.2068 (0.2172) loss_rec_sfr: 0.2593 (0.2800) loss_cl: -0.2786 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [02:26:06.346597] Epoch: [294] [1100/2904] eta: 0:22:56 lr: 0.001796 loss: 0.1821 (0.1912) loss_rec_all: 0.2081 (0.2172) loss_rec_sfr: 0.2566 (0.2798) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [02:26:21.252820] Epoch: [294] [1120/2904] eta: 0:22:40 lr: 0.001795 loss: 0.1770 (0.1911) loss_rec_all: 0.2033 (0.2171) loss_rec_sfr: 0.2215 (0.2793) loss_cl: -0.2793 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [02:26:36.159915] Epoch: [294] [1140/2904] eta: 0:22:24 lr: 0.001795 loss: 0.1820 (0.1912) loss_rec_all: 0.2081 (0.2171) loss_rec_sfr: 0.2607 (0.2794) loss_cl: -0.2786 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [02:26:51.058852] Epoch: [294] [1160/2904] eta: 0:22:09 lr: 0.001795 loss: 0.1783 (0.1911) loss_rec_all: 0.2044 (0.2170) loss_rec_sfr: 0.2640 (0.2791) loss_cl: -0.2792 (-0.2788) time: 0.7449 data: 0.0002 max mem: 29860 [02:27:05.965016] Epoch: [294] [1180/2904] eta: 0:21:53 lr: 0.001795 loss: 0.1830 (0.1911) loss_rec_all: 0.2095 (0.2171) loss_rec_sfr: 0.2703 (0.2792) loss_cl: -0.2790 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [02:27:20.881461] Epoch: [294] [1200/2904] eta: 0:21:37 lr: 0.001795 loss: 0.1814 (0.1910) loss_rec_all: 0.2075 (0.2170) loss_rec_sfr: 0.2580 (0.2789) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [02:27:35.792340] Epoch: [294] [1220/2904] eta: 0:21:22 lr: 0.001795 loss: 0.1824 (0.1909) loss_rec_all: 0.2081 (0.2168) loss_rec_sfr: 0.2540 (0.2783) loss_cl: -0.2796 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [02:27:50.713026] Epoch: [294] [1240/2904] eta: 0:21:06 lr: 0.001795 loss: 0.1827 (0.1908) loss_rec_all: 0.2089 (0.2168) loss_rec_sfr: 0.2639 (0.2780) loss_cl: -0.2791 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [02:28:05.628970] Epoch: [294] [1260/2904] eta: 0:20:50 lr: 0.001795 loss: 0.1845 (0.1909) loss_rec_all: 0.2102 (0.2168) loss_rec_sfr: 0.2582 (0.2781) loss_cl: -0.2782 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [02:28:20.543194] Epoch: [294] [1280/2904] eta: 0:20:35 lr: 0.001795 loss: 0.1846 (0.1910) loss_rec_all: 0.2112 (0.2169) loss_rec_sfr: 0.2652 (0.2784) loss_cl: -0.2784 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [02:28:35.464825] Epoch: [294] [1300/2904] eta: 0:20:19 lr: 0.001795 loss: 0.1791 (0.1910) loss_rec_all: 0.2051 (0.2169) loss_rec_sfr: 0.2573 (0.2783) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [02:28:50.383466] Epoch: [294] [1320/2904] eta: 0:20:04 lr: 0.001795 loss: 0.1821 (0.1910) loss_rec_all: 0.2081 (0.2169) loss_rec_sfr: 0.2602 (0.2784) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [02:29:05.302761] Epoch: [294] [1340/2904] eta: 0:19:48 lr: 0.001795 loss: 0.1784 (0.1909) loss_rec_all: 0.2050 (0.2169) loss_rec_sfr: 0.2631 (0.2783) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [02:29:20.218689] Epoch: [294] [1360/2904] eta: 0:19:32 lr: 0.001795 loss: 0.1772 (0.1909) loss_rec_all: 0.2036 (0.2168) loss_rec_sfr: 0.2175 (0.2780) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [02:29:35.136494] Epoch: [294] [1380/2904] eta: 0:19:17 lr: 0.001795 loss: 0.1807 (0.1908) loss_rec_all: 0.2069 (0.2167) loss_rec_sfr: 0.2622 (0.2777) loss_cl: -0.2800 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [02:29:50.063129] Epoch: [294] [1400/2904] eta: 0:19:02 lr: 0.001795 loss: 0.1837 (0.1908) loss_rec_all: 0.2101 (0.2167) loss_rec_sfr: 0.2615 (0.2775) loss_cl: -0.2798 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [02:30:04.981121] Epoch: [294] [1420/2904] eta: 0:18:46 lr: 0.001795 loss: 0.1809 (0.1907) loss_rec_all: 0.2075 (0.2166) loss_rec_sfr: 0.2551 (0.2772) loss_cl: -0.2799 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [02:30:19.908673] Epoch: [294] [1440/2904] eta: 0:18:31 lr: 0.001795 loss: 0.1830 (0.1907) loss_rec_all: 0.2090 (0.2166) loss_rec_sfr: 0.2701 (0.2771) loss_cl: -0.2786 (-0.2789) time: 0.7463 data: 0.0003 max mem: 29860 [02:30:34.831244] Epoch: [294] [1460/2904] eta: 0:18:15 lr: 0.001795 loss: 0.1793 (0.1906) loss_rec_all: 0.2053 (0.2166) loss_rec_sfr: 0.2663 (0.2771) loss_cl: -0.2783 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [02:30:49.744033] Epoch: [294] [1480/2904] eta: 0:18:00 lr: 0.001795 loss: 0.1813 (0.1907) loss_rec_all: 0.2072 (0.2166) loss_rec_sfr: 0.2639 (0.2773) loss_cl: -0.2791 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [02:31:04.651738] Epoch: [294] [1500/2904] eta: 0:17:44 lr: 0.001795 loss: 0.1806 (0.1907) loss_rec_all: 0.2066 (0.2166) loss_rec_sfr: 0.2634 (0.2773) loss_cl: -0.2798 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [02:31:19.560034] Epoch: [294] [1520/2904] eta: 0:17:29 lr: 0.001795 loss: 0.1806 (0.1906) loss_rec_all: 0.2066 (0.2165) loss_rec_sfr: 0.2597 (0.2771) loss_cl: -0.2791 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [02:31:34.472727] Epoch: [294] [1540/2904] eta: 0:17:14 lr: 0.001795 loss: 0.1834 (0.1907) loss_rec_all: 0.2097 (0.2166) loss_rec_sfr: 0.2672 (0.2773) loss_cl: -0.2788 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [02:31:49.387153] Epoch: [294] [1560/2904] eta: 0:16:58 lr: 0.001795 loss: 0.1846 (0.1907) loss_rec_all: 0.2112 (0.2166) loss_rec_sfr: 0.2598 (0.2774) loss_cl: -0.2787 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [02:32:04.301488] Epoch: [294] [1580/2904] eta: 0:16:43 lr: 0.001795 loss: 0.1836 (0.1907) loss_rec_all: 0.2101 (0.2166) loss_rec_sfr: 0.2631 (0.2773) loss_cl: -0.2790 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [02:32:19.215897] Epoch: [294] [1600/2904] eta: 0:16:27 lr: 0.001795 loss: 0.1821 (0.1907) loss_rec_all: 0.2082 (0.2167) loss_rec_sfr: 0.2628 (0.2774) loss_cl: -0.2787 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [02:32:34.127836] Epoch: [294] [1620/2904] eta: 0:16:12 lr: 0.001795 loss: 0.1827 (0.1907) loss_rec_all: 0.2085 (0.2166) loss_rec_sfr: 0.2674 (0.2774) loss_cl: -0.2779 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [02:32:49.042097] Epoch: [294] [1640/2904] eta: 0:15:57 lr: 0.001795 loss: 0.1780 (0.1906) loss_rec_all: 0.2039 (0.2166) loss_rec_sfr: 0.2562 (0.2771) loss_cl: -0.2784 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [02:33:03.958010] Epoch: [294] [1660/2904] eta: 0:15:41 lr: 0.001795 loss: 0.1832 (0.1907) loss_rec_all: 0.2093 (0.2167) loss_rec_sfr: 0.2655 (0.2775) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [02:33:18.875281] Epoch: [294] [1680/2904] eta: 0:15:26 lr: 0.001795 loss: 0.1806 (0.1907) loss_rec_all: 0.2074 (0.2167) loss_rec_sfr: 0.2641 (0.2775) loss_cl: -0.2801 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [02:33:33.784693] Epoch: [294] [1700/2904] eta: 0:15:11 lr: 0.001795 loss: 0.1800 (0.1908) loss_rec_all: 0.2064 (0.2167) loss_rec_sfr: 0.2717 (0.2779) loss_cl: -0.2791 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [02:33:48.697384] Epoch: [294] [1720/2904] eta: 0:14:56 lr: 0.001795 loss: 0.1821 (0.1908) loss_rec_all: 0.2080 (0.2168) loss_rec_sfr: 0.2693 (0.2781) loss_cl: -0.2777 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [02:34:03.608428] Epoch: [294] [1740/2904] eta: 0:14:40 lr: 0.001795 loss: 0.1817 (0.1908) loss_rec_all: 0.2084 (0.2168) loss_rec_sfr: 0.2639 (0.2782) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [02:34:18.526491] Epoch: [294] [1760/2904] eta: 0:14:25 lr: 0.001795 loss: 0.1817 (0.1908) loss_rec_all: 0.2081 (0.2167) loss_rec_sfr: 0.2516 (0.2780) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [02:34:33.437308] Epoch: [294] [1780/2904] eta: 0:14:10 lr: 0.001794 loss: 0.1818 (0.1908) loss_rec_all: 0.2078 (0.2168) loss_rec_sfr: 0.2724 (0.2780) loss_cl: -0.2792 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [02:34:48.352948] Epoch: [294] [1800/2904] eta: 0:13:54 lr: 0.001794 loss: 0.1817 (0.1909) loss_rec_all: 0.2078 (0.2168) loss_rec_sfr: 0.2667 (0.2782) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [02:35:03.264529] Epoch: [294] [1820/2904] eta: 0:13:39 lr: 0.001794 loss: 0.1825 (0.1910) loss_rec_all: 0.2086 (0.2169) loss_rec_sfr: 0.2741 (0.2786) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [02:35:18.175099] Epoch: [294] [1840/2904] eta: 0:13:24 lr: 0.001794 loss: 0.1768 (0.1909) loss_rec_all: 0.2031 (0.2169) loss_rec_sfr: 0.2573 (0.2783) loss_cl: -0.2781 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [02:35:33.086843] Epoch: [294] [1860/2904] eta: 0:13:09 lr: 0.001794 loss: 0.1817 (0.1909) loss_rec_all: 0.2077 (0.2168) loss_rec_sfr: 0.2707 (0.2783) loss_cl: -0.2791 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [02:35:48.004047] Epoch: [294] [1880/2904] eta: 0:12:53 lr: 0.001794 loss: 0.1860 (0.1910) loss_rec_all: 0.2123 (0.2170) loss_rec_sfr: 0.2752 (0.2787) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [02:36:02.917779] Epoch: [294] [1900/2904] eta: 0:12:38 lr: 0.001794 loss: 0.1803 (0.1909) loss_rec_all: 0.2065 (0.2169) loss_rec_sfr: 0.2661 (0.2785) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [02:36:17.831096] Epoch: [294] [1920/2904] eta: 0:12:23 lr: 0.001794 loss: 0.1795 (0.1909) loss_rec_all: 0.2054 (0.2168) loss_rec_sfr: 0.2582 (0.2783) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [02:36:32.748809] Epoch: [294] [1940/2904] eta: 0:12:08 lr: 0.001794 loss: 0.1818 (0.1909) loss_rec_all: 0.2079 (0.2168) loss_rec_sfr: 0.2641 (0.2782) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [02:36:47.664813] Epoch: [294] [1960/2904] eta: 0:11:53 lr: 0.001794 loss: 0.1819 (0.1909) loss_rec_all: 0.2079 (0.2169) loss_rec_sfr: 0.2588 (0.2784) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [02:37:02.586696] Epoch: [294] [1980/2904] eta: 0:11:37 lr: 0.001794 loss: 0.1881 (0.1911) loss_rec_all: 0.2140 (0.2170) loss_rec_sfr: 0.2665 (0.2788) loss_cl: -0.2788 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [02:37:17.502692] Epoch: [294] [2000/2904] eta: 0:11:22 lr: 0.001794 loss: 0.1809 (0.1911) loss_rec_all: 0.2068 (0.2170) loss_rec_sfr: 0.2700 (0.2788) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [02:37:32.412345] Epoch: [294] [2020/2904] eta: 0:11:07 lr: 0.001794 loss: 0.1823 (0.1911) loss_rec_all: 0.2082 (0.2170) loss_rec_sfr: 0.2623 (0.2788) loss_cl: -0.2786 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [02:37:47.319406] Epoch: [294] [2040/2904] eta: 0:10:52 lr: 0.001794 loss: 0.1824 (0.1911) loss_rec_all: 0.2083 (0.2171) loss_rec_sfr: 0.2661 (0.2790) loss_cl: -0.2792 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [02:38:02.229546] Epoch: [294] [2060/2904] eta: 0:10:37 lr: 0.001794 loss: 0.1812 (0.1912) loss_rec_all: 0.2074 (0.2171) loss_rec_sfr: 0.2635 (0.2791) loss_cl: -0.2791 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [02:38:17.142761] Epoch: [294] [2080/2904] eta: 0:10:21 lr: 0.001794 loss: 0.1803 (0.1911) loss_rec_all: 0.2064 (0.2170) loss_rec_sfr: 0.2609 (0.2789) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [02:38:32.054977] Epoch: [294] [2100/2904] eta: 0:10:06 lr: 0.001794 loss: 0.1763 (0.1912) loss_rec_all: 0.2026 (0.2171) loss_rec_sfr: 0.2610 (0.2791) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [02:38:46.972690] Epoch: [294] [2120/2904] eta: 0:09:51 lr: 0.001794 loss: 0.1787 (0.1911) loss_rec_all: 0.2050 (0.2171) loss_rec_sfr: 0.2339 (0.2790) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [02:39:01.885303] Epoch: [294] [2140/2904] eta: 0:09:36 lr: 0.001794 loss: 0.1832 (0.1912) loss_rec_all: 0.2091 (0.2171) loss_rec_sfr: 0.2733 (0.2793) loss_cl: -0.2798 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [02:39:16.796998] Epoch: [294] [2160/2904] eta: 0:09:21 lr: 0.001794 loss: 0.1818 (0.1912) loss_rec_all: 0.2083 (0.2172) loss_rec_sfr: 0.2511 (0.2793) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [02:39:31.711387] Epoch: [294] [2180/2904] eta: 0:09:06 lr: 0.001794 loss: 0.1884 (0.1914) loss_rec_all: 0.2147 (0.2173) loss_rec_sfr: 0.2621 (0.2797) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [02:39:46.625730] Epoch: [294] [2200/2904] eta: 0:08:51 lr: 0.001794 loss: 0.1790 (0.1914) loss_rec_all: 0.2053 (0.2173) loss_rec_sfr: 0.2566 (0.2798) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [02:40:01.537323] Epoch: [294] [2220/2904] eta: 0:08:35 lr: 0.001794 loss: 0.1850 (0.1915) loss_rec_all: 0.2110 (0.2174) loss_rec_sfr: 0.2705 (0.2801) loss_cl: -0.2791 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [02:40:16.450445] Epoch: [294] [2240/2904] eta: 0:08:20 lr: 0.001794 loss: 0.1806 (0.1914) loss_rec_all: 0.2068 (0.2173) loss_rec_sfr: 0.2293 (0.2797) loss_cl: -0.2793 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [02:40:31.365111] Epoch: [294] [2260/2904] eta: 0:08:05 lr: 0.001794 loss: 0.1827 (0.1914) loss_rec_all: 0.2093 (0.2173) loss_rec_sfr: 0.2508 (0.2798) loss_cl: -0.2798 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [02:40:46.276744] Epoch: [294] [2280/2904] eta: 0:07:50 lr: 0.001794 loss: 0.1810 (0.1914) loss_rec_all: 0.2070 (0.2174) loss_rec_sfr: 0.2699 (0.2800) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [02:41:01.188973] Epoch: [294] [2300/2904] eta: 0:07:35 lr: 0.001794 loss: 0.1788 (0.1914) loss_rec_all: 0.2045 (0.2174) loss_rec_sfr: 0.2696 (0.2802) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [02:41:16.104353] Epoch: [294] [2320/2904] eta: 0:07:20 lr: 0.001794 loss: 0.1768 (0.1913) loss_rec_all: 0.2032 (0.2173) loss_rec_sfr: 0.2277 (0.2798) loss_cl: -0.2795 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [02:41:31.008208] Epoch: [294] [2340/2904] eta: 0:07:05 lr: 0.001794 loss: 0.1801 (0.1913) loss_rec_all: 0.2066 (0.2172) loss_rec_sfr: 0.2610 (0.2797) loss_cl: -0.2799 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [02:41:45.916690] Epoch: [294] [2360/2904] eta: 0:06:50 lr: 0.001794 loss: 0.1817 (0.1913) loss_rec_all: 0.2084 (0.2172) loss_rec_sfr: 0.2565 (0.2795) loss_cl: -0.2793 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [02:42:00.824882] Epoch: [294] [2380/2904] eta: 0:06:34 lr: 0.001794 loss: 0.1840 (0.1913) loss_rec_all: 0.2100 (0.2172) loss_rec_sfr: 0.2663 (0.2797) loss_cl: -0.2795 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [02:42:15.735243] Epoch: [294] [2400/2904] eta: 0:06:19 lr: 0.001794 loss: 0.1799 (0.1912) loss_rec_all: 0.2058 (0.2172) loss_rec_sfr: 0.2594 (0.2795) loss_cl: -0.2781 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [02:42:30.644914] Epoch: [294] [2420/2904] eta: 0:06:04 lr: 0.001794 loss: 0.1792 (0.1912) loss_rec_all: 0.2053 (0.2171) loss_rec_sfr: 0.2307 (0.2795) loss_cl: -0.2783 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [02:42:45.560831] Epoch: [294] [2440/2904] eta: 0:05:49 lr: 0.001794 loss: 0.1834 (0.1912) loss_rec_all: 0.2094 (0.2172) loss_rec_sfr: 0.2647 (0.2795) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [02:43:00.479884] Epoch: [294] [2460/2904] eta: 0:05:34 lr: 0.001793 loss: 0.1809 (0.1913) loss_rec_all: 0.2072 (0.2172) loss_rec_sfr: 0.2623 (0.2796) loss_cl: -0.2782 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [02:43:15.388682] Epoch: [294] [2480/2904] eta: 0:05:19 lr: 0.001793 loss: 0.1805 (0.1913) loss_rec_all: 0.2068 (0.2172) loss_rec_sfr: 0.2662 (0.2797) loss_cl: -0.2798 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [02:43:30.306471] Epoch: [294] [2500/2904] eta: 0:05:04 lr: 0.001793 loss: 0.1829 (0.1913) loss_rec_all: 0.2090 (0.2172) loss_rec_sfr: 0.2620 (0.2796) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [02:43:45.220245] Epoch: [294] [2520/2904] eta: 0:04:49 lr: 0.001793 loss: 0.1803 (0.1912) loss_rec_all: 0.2065 (0.2171) loss_rec_sfr: 0.2534 (0.2794) loss_cl: -0.2794 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [02:44:00.134182] Epoch: [294] [2540/2904] eta: 0:04:34 lr: 0.001793 loss: 0.1822 (0.1912) loss_rec_all: 0.2085 (0.2171) loss_rec_sfr: 0.2703 (0.2794) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [02:44:15.048693] Epoch: [294] [2560/2904] eta: 0:04:19 lr: 0.001793 loss: 0.1809 (0.1912) loss_rec_all: 0.2072 (0.2171) loss_rec_sfr: 0.2530 (0.2794) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [02:44:29.964635] Epoch: [294] [2580/2904] eta: 0:04:03 lr: 0.001793 loss: 0.1793 (0.1912) loss_rec_all: 0.2059 (0.2171) loss_rec_sfr: 0.2533 (0.2795) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [02:44:44.885230] Epoch: [294] [2600/2904] eta: 0:03:48 lr: 0.001793 loss: 0.1804 (0.1912) loss_rec_all: 0.2069 (0.2171) loss_rec_sfr: 0.2168 (0.2793) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [02:44:59.797561] Epoch: [294] [2620/2904] eta: 0:03:33 lr: 0.001793 loss: 0.1799 (0.1912) loss_rec_all: 0.2065 (0.2171) loss_rec_sfr: 0.2581 (0.2793) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [02:45:14.711966] Epoch: [294] [2640/2904] eta: 0:03:18 lr: 0.001793 loss: 0.1818 (0.1912) loss_rec_all: 0.2078 (0.2171) loss_rec_sfr: 0.2625 (0.2793) loss_cl: -0.2784 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [02:45:29.628243] Epoch: [294] [2660/2904] eta: 0:03:03 lr: 0.001793 loss: 0.1818 (0.1912) loss_rec_all: 0.2079 (0.2171) loss_rec_sfr: 0.2676 (0.2794) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [02:45:44.546424] Epoch: [294] [2680/2904] eta: 0:02:48 lr: 0.001793 loss: 0.1818 (0.1912) loss_rec_all: 0.2079 (0.2172) loss_rec_sfr: 0.2587 (0.2795) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [02:45:59.460244] Epoch: [294] [2700/2904] eta: 0:02:33 lr: 0.001793 loss: 0.1811 (0.1912) loss_rec_all: 0.2071 (0.2172) loss_rec_sfr: 0.2575 (0.2795) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [02:46:14.379170] Epoch: [294] [2720/2904] eta: 0:02:18 lr: 0.001793 loss: 0.1814 (0.1913) loss_rec_all: 0.2078 (0.2172) loss_rec_sfr: 0.2560 (0.2795) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [02:46:29.295823] Epoch: [294] [2740/2904] eta: 0:02:03 lr: 0.001793 loss: 0.1868 (0.1913) loss_rec_all: 0.2130 (0.2172) loss_rec_sfr: 0.2624 (0.2797) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [02:46:44.211118] Epoch: [294] [2760/2904] eta: 0:01:48 lr: 0.001793 loss: 0.1803 (0.1913) loss_rec_all: 0.2068 (0.2172) loss_rec_sfr: 0.2568 (0.2796) loss_cl: -0.2794 (-0.2789) time: 0.7457 data: 0.0004 max mem: 29860 [02:46:59.128642] Epoch: [294] [2780/2904] eta: 0:01:33 lr: 0.001793 loss: 0.1837 (0.1913) loss_rec_all: 0.2097 (0.2172) loss_rec_sfr: 0.2706 (0.2796) loss_cl: -0.2783 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [02:47:14.045867] Epoch: [294] [2800/2904] eta: 0:01:18 lr: 0.001793 loss: 0.1803 (0.1912) loss_rec_all: 0.2062 (0.2172) loss_rec_sfr: 0.2596 (0.2794) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [02:47:28.964660] Epoch: [294] [2820/2904] eta: 0:01:03 lr: 0.001793 loss: 0.1783 (0.1912) loss_rec_all: 0.2044 (0.2171) loss_rec_sfr: 0.2530 (0.2793) loss_cl: -0.2782 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [02:47:43.911348] Epoch: [294] [2840/2904] eta: 0:00:48 lr: 0.001793 loss: 0.1824 (0.1912) loss_rec_all: 0.2086 (0.2171) loss_rec_sfr: 0.2566 (0.2792) loss_cl: -0.2789 (-0.2788) time: 0.7473 data: 0.0023 max mem: 29860 [02:47:58.810310] Epoch: [294] [2860/2904] eta: 0:00:33 lr: 0.001793 loss: 0.1789 (0.1912) loss_rec_all: 0.2051 (0.2171) loss_rec_sfr: 0.2009 (0.2792) loss_cl: -0.2796 (-0.2788) time: 0.7449 data: 0.0001 max mem: 29860 [02:48:13.719797] Epoch: [294] [2880/2904] eta: 0:00:18 lr: 0.001793 loss: 0.1794 (0.1912) loss_rec_all: 0.2052 (0.2171) loss_rec_sfr: 0.2580 (0.2790) loss_cl: -0.2791 (-0.2788) time: 0.7454 data: 0.0001 max mem: 29860 [02:48:28.623373] Epoch: [294] [2900/2904] eta: 0:00:03 lr: 0.001793 loss: 0.1810 (0.1912) loss_rec_all: 0.2069 (0.2171) loss_rec_sfr: 0.2653 (0.2792) loss_cl: -0.2788 (-0.2788) time: 0.7451 data: 0.0001 max mem: 29860 [02:48:30.864872] Epoch: [294] [2903/2904] eta: 0:00:00 lr: 0.001793 loss: 0.1810 (0.1912) loss_rec_all: 0.2069 (0.2171) loss_rec_sfr: 0.2685 (0.2792) loss_cl: -0.2788 (-0.2788) time: 0.7451 data: 0.0001 max mem: 29860 [02:48:32.917688] Epoch: [294] Total time: 0:36:26 (0.7530 s / it) [02:48:32.918649] Averaged stats: lr: 0.001793 loss: 0.1810 (0.1933) loss_rec_all: 0.2069 (0.2169) loss_rec_sfr: 0.2685 (0.2788) loss_cl: -0.2788 (-0.2556) [02:48:32.923418] log_dir: ./checkpoint/VF2_ViT-B [02:48:51.667836] Epoch: [295] [ 0/2904] eta: 15:07:10 lr: 0.001793 loss: 0.1827 (0.1827) loss_rec_all: 0.2089 (0.2089) loss_rec_sfr: 0.2683 (0.2683) loss_cl: -0.2801 (-0.2801) time: 18.7434 data: 16.7032 max mem: 29860 [02:49:06.538128] Epoch: [295] [ 20/2904] eta: 1:16:56 lr: 0.001793 loss: 0.1843 (0.1874) loss_rec_all: 0.2103 (0.2133) loss_rec_sfr: 0.2688 (0.2754) loss_cl: -0.2788 (-0.2788) time: 0.7435 data: 0.0002 max mem: 29860 [02:49:21.408622] Epoch: [295] [ 40/2904] eta: 0:56:26 lr: 0.001793 loss: 0.1782 (0.1924) loss_rec_all: 0.2042 (0.2182) loss_rec_sfr: 0.2749 (0.2926) loss_cl: -0.2780 (-0.2785) time: 0.7435 data: 0.0002 max mem: 29860 [02:49:36.295064] Epoch: [295] [ 60/2904] eta: 0:49:14 lr: 0.001793 loss: 0.1810 (0.1920) loss_rec_all: 0.2070 (0.2178) loss_rec_sfr: 0.2683 (0.2914) loss_cl: -0.2793 (-0.2787) time: 0.7443 data: 0.0002 max mem: 29860 [02:49:51.186460] Epoch: [295] [ 80/2904] eta: 0:45:28 lr: 0.001793 loss: 0.1792 (0.1902) loss_rec_all: 0.2052 (0.2161) loss_rec_sfr: 0.2614 (0.2833) loss_cl: -0.2800 (-0.2789) time: 0.7445 data: 0.0002 max mem: 29860 [02:50:06.085925] Epoch: [295] [ 100/2904] eta: 0:43:06 lr: 0.001793 loss: 0.1831 (0.1906) loss_rec_all: 0.2093 (0.2165) loss_rec_sfr: 0.2533 (0.2819) loss_cl: -0.2790 (-0.2789) time: 0.7449 data: 0.0002 max mem: 29860 [02:50:20.988883] Epoch: [295] [ 120/2904] eta: 0:41:26 lr: 0.001793 loss: 0.1816 (0.1896) loss_rec_all: 0.2073 (0.2155) loss_rec_sfr: 0.2549 (0.2772) loss_cl: -0.2780 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [02:50:35.892493] Epoch: [295] [ 140/2904] eta: 0:40:10 lr: 0.001793 loss: 0.1824 (0.1887) loss_rec_all: 0.2084 (0.2146) loss_rec_sfr: 0.2497 (0.2738) loss_cl: -0.2785 (-0.2787) time: 0.7451 data: 0.0002 max mem: 29860 [02:50:50.792351] Epoch: [295] [ 160/2904] eta: 0:39:09 lr: 0.001793 loss: 0.1804 (0.1882) loss_rec_all: 0.2067 (0.2141) loss_rec_sfr: 0.2674 (0.2734) loss_cl: -0.2793 (-0.2788) time: 0.7450 data: 0.0004 max mem: 29860 [02:51:05.717368] Epoch: [295] [ 180/2904] eta: 0:38:19 lr: 0.001793 loss: 0.1825 (0.1882) loss_rec_all: 0.2088 (0.2142) loss_rec_sfr: 0.2587 (0.2723) loss_cl: -0.2795 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [02:51:20.624707] Epoch: [295] [ 200/2904] eta: 0:37:35 lr: 0.001793 loss: 0.1812 (0.1877) loss_rec_all: 0.2072 (0.2137) loss_rec_sfr: 0.2643 (0.2713) loss_cl: -0.2795 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [02:51:35.533959] Epoch: [295] [ 220/2904] eta: 0:36:57 lr: 0.001792 loss: 0.1830 (0.1877) loss_rec_all: 0.2093 (0.2136) loss_rec_sfr: 0.2664 (0.2716) loss_cl: -0.2795 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [02:51:50.433872] Epoch: [295] [ 240/2904] eta: 0:36:23 lr: 0.001792 loss: 0.1782 (0.1877) loss_rec_all: 0.2048 (0.2136) loss_rec_sfr: 0.2629 (0.2719) loss_cl: -0.2792 (-0.2790) time: 0.7450 data: 0.0002 max mem: 29860 [02:52:05.356968] Epoch: [295] [ 260/2904] eta: 0:35:51 lr: 0.001792 loss: 0.1820 (0.1881) loss_rec_all: 0.2078 (0.2140) loss_rec_sfr: 0.2711 (0.2735) loss_cl: -0.2789 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [02:52:20.260381] Epoch: [295] [ 280/2904] eta: 0:35:22 lr: 0.001792 loss: 0.1783 (0.1877) loss_rec_all: 0.2046 (0.2137) loss_rec_sfr: 0.2236 (0.2715) loss_cl: -0.2787 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [02:52:35.164869] Epoch: [295] [ 300/2904] eta: 0:34:55 lr: 0.001792 loss: 0.1809 (0.1875) loss_rec_all: 0.2070 (0.2135) loss_rec_sfr: 0.2600 (0.2707) loss_cl: -0.2790 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [02:52:50.069908] Epoch: [295] [ 320/2904] eta: 0:34:29 lr: 0.001792 loss: 0.1808 (0.1877) loss_rec_all: 0.2068 (0.2137) loss_rec_sfr: 0.2655 (0.2717) loss_cl: -0.2795 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [02:53:04.996427] Epoch: [295] [ 340/2904] eta: 0:34:05 lr: 0.001792 loss: 0.1794 (0.1874) loss_rec_all: 0.2058 (0.2134) loss_rec_sfr: 0.2348 (0.2698) loss_cl: -0.2788 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [02:53:19.905227] Epoch: [295] [ 360/2904] eta: 0:33:42 lr: 0.001792 loss: 0.1849 (0.1881) loss_rec_all: 0.2109 (0.2141) loss_rec_sfr: 0.2595 (0.2715) loss_cl: -0.2784 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [02:53:34.833271] Epoch: [295] [ 380/2904] eta: 0:33:19 lr: 0.001792 loss: 0.1834 (0.1887) loss_rec_all: 0.2095 (0.2147) loss_rec_sfr: 0.2744 (0.2737) loss_cl: -0.2786 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [02:53:49.748500] Epoch: [295] [ 400/2904] eta: 0:32:58 lr: 0.001792 loss: 0.1837 (0.1886) loss_rec_all: 0.2097 (0.2145) loss_rec_sfr: 0.2566 (0.2729) loss_cl: -0.2786 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [02:54:04.659997] Epoch: [295] [ 420/2904] eta: 0:32:37 lr: 0.001792 loss: 0.1798 (0.1885) loss_rec_all: 0.2061 (0.2145) loss_rec_sfr: 0.2608 (0.2723) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [02:54:19.566113] Epoch: [295] [ 440/2904] eta: 0:32:16 lr: 0.001792 loss: 0.1784 (0.1883) loss_rec_all: 0.2044 (0.2143) loss_rec_sfr: 0.2610 (0.2717) loss_cl: -0.2789 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [02:54:34.471265] Epoch: [295] [ 460/2904] eta: 0:31:56 lr: 0.001792 loss: 0.1821 (0.1886) loss_rec_all: 0.2084 (0.2146) loss_rec_sfr: 0.2641 (0.2728) loss_cl: -0.2799 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [02:54:49.378553] Epoch: [295] [ 480/2904] eta: 0:31:37 lr: 0.001792 loss: 0.1801 (0.1883) loss_rec_all: 0.2063 (0.2143) loss_rec_sfr: 0.2519 (0.2713) loss_cl: -0.2793 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [02:55:04.282966] Epoch: [295] [ 500/2904] eta: 0:31:17 lr: 0.001792 loss: 0.1774 (0.1880) loss_rec_all: 0.2035 (0.2140) loss_rec_sfr: 0.2313 (0.2704) loss_cl: -0.2792 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [02:55:19.188407] Epoch: [295] [ 520/2904] eta: 0:30:58 lr: 0.001792 loss: 0.1833 (0.1882) loss_rec_all: 0.2096 (0.2142) loss_rec_sfr: 0.2650 (0.2712) loss_cl: -0.2788 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [02:55:34.094921] Epoch: [295] [ 540/2904] eta: 0:30:40 lr: 0.001792 loss: 0.1804 (0.1882) loss_rec_all: 0.2066 (0.2142) loss_rec_sfr: 0.2490 (0.2711) loss_cl: -0.2796 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [02:55:48.998437] Epoch: [295] [ 560/2904] eta: 0:30:21 lr: 0.001792 loss: 0.1813 (0.1884) loss_rec_all: 0.2078 (0.2143) loss_rec_sfr: 0.2570 (0.2715) loss_cl: -0.2801 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [02:56:03.902292] Epoch: [295] [ 580/2904] eta: 0:30:03 lr: 0.001792 loss: 0.1799 (0.1883) loss_rec_all: 0.2058 (0.2143) loss_rec_sfr: 0.2636 (0.2712) loss_cl: -0.2784 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [02:56:18.808812] Epoch: [295] [ 600/2904] eta: 0:29:45 lr: 0.001792 loss: 0.1796 (0.1881) loss_rec_all: 0.2061 (0.2141) loss_rec_sfr: 0.2248 (0.2702) loss_cl: -0.2784 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [02:56:33.716205] Epoch: [295] [ 620/2904] eta: 0:29:28 lr: 0.001792 loss: 0.1832 (0.1882) loss_rec_all: 0.2099 (0.2142) loss_rec_sfr: 0.2502 (0.2700) loss_cl: -0.2801 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [02:56:48.622090] Epoch: [295] [ 640/2904] eta: 0:29:10 lr: 0.001792 loss: 0.1805 (0.1884) loss_rec_all: 0.2065 (0.2144) loss_rec_sfr: 0.2614 (0.2709) loss_cl: -0.2800 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [02:57:03.531078] Epoch: [295] [ 660/2904] eta: 0:28:53 lr: 0.001792 loss: 0.1784 (0.1884) loss_rec_all: 0.2048 (0.2144) loss_rec_sfr: 0.2521 (0.2708) loss_cl: -0.2785 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [02:57:18.440314] Epoch: [295] [ 680/2904] eta: 0:28:36 lr: 0.001792 loss: 0.1820 (0.1886) loss_rec_all: 0.2079 (0.2146) loss_rec_sfr: 0.2675 (0.2715) loss_cl: -0.2785 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [02:57:33.348983] Epoch: [295] [ 700/2904] eta: 0:28:19 lr: 0.001792 loss: 0.1799 (0.1887) loss_rec_all: 0.2059 (0.2146) loss_rec_sfr: 0.2650 (0.2719) loss_cl: -0.2786 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [02:57:48.255932] Epoch: [295] [ 720/2904] eta: 0:28:02 lr: 0.001792 loss: 0.1811 (0.1886) loss_rec_all: 0.2078 (0.2146) loss_rec_sfr: 0.2603 (0.2717) loss_cl: -0.2795 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [02:58:03.163207] Epoch: [295] [ 740/2904] eta: 0:27:45 lr: 0.001792 loss: 0.1792 (0.1887) loss_rec_all: 0.2052 (0.2147) loss_rec_sfr: 0.2654 (0.2718) loss_cl: -0.2798 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [02:58:18.067862] Epoch: [295] [ 760/2904] eta: 0:27:28 lr: 0.001792 loss: 0.1841 (0.1888) loss_rec_all: 0.2102 (0.2148) loss_rec_sfr: 0.2619 (0.2724) loss_cl: -0.2795 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [02:58:32.970911] Epoch: [295] [ 780/2904] eta: 0:27:11 lr: 0.001792 loss: 0.1832 (0.1889) loss_rec_all: 0.2094 (0.2149) loss_rec_sfr: 0.2542 (0.2725) loss_cl: -0.2785 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [02:58:47.872010] Epoch: [295] [ 800/2904] eta: 0:26:55 lr: 0.001792 loss: 0.1819 (0.1888) loss_rec_all: 0.2081 (0.2148) loss_rec_sfr: 0.2539 (0.2722) loss_cl: -0.2782 (-0.2789) time: 0.7450 data: 0.0002 max mem: 29860 [02:59:02.773460] Epoch: [295] [ 820/2904] eta: 0:26:38 lr: 0.001792 loss: 0.1776 (0.1890) loss_rec_all: 0.2038 (0.2150) loss_rec_sfr: 0.2631 (0.2728) loss_cl: -0.2791 (-0.2789) time: 0.7450 data: 0.0002 max mem: 29860 [02:59:17.681546] Epoch: [295] [ 840/2904] eta: 0:26:22 lr: 0.001792 loss: 0.1877 (0.1893) loss_rec_all: 0.2138 (0.2153) loss_rec_sfr: 0.2661 (0.2737) loss_cl: -0.2787 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [02:59:32.592741] Epoch: [295] [ 860/2904] eta: 0:26:05 lr: 0.001792 loss: 0.1828 (0.1895) loss_rec_all: 0.2090 (0.2154) loss_rec_sfr: 0.2637 (0.2742) loss_cl: -0.2792 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [02:59:47.499199] Epoch: [295] [ 880/2904] eta: 0:25:49 lr: 0.001792 loss: 0.1848 (0.1896) loss_rec_all: 0.2106 (0.2156) loss_rec_sfr: 0.2640 (0.2746) loss_cl: -0.2787 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [03:00:02.404931] Epoch: [295] [ 900/2904] eta: 0:25:33 lr: 0.001791 loss: 0.1824 (0.1898) loss_rec_all: 0.2083 (0.2158) loss_rec_sfr: 0.2719 (0.2752) loss_cl: -0.2783 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [03:00:17.310699] Epoch: [295] [ 920/2904] eta: 0:25:17 lr: 0.001791 loss: 0.1822 (0.1898) loss_rec_all: 0.2084 (0.2158) loss_rec_sfr: 0.2614 (0.2751) loss_cl: -0.2786 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [03:00:32.211227] Epoch: [295] [ 940/2904] eta: 0:25:01 lr: 0.001791 loss: 0.1865 (0.1900) loss_rec_all: 0.2126 (0.2159) loss_rec_sfr: 0.2652 (0.2757) loss_cl: -0.2790 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [03:00:47.120481] Epoch: [295] [ 960/2904] eta: 0:24:45 lr: 0.001791 loss: 0.1894 (0.1902) loss_rec_all: 0.2155 (0.2162) loss_rec_sfr: 0.2627 (0.2763) loss_cl: -0.2794 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [03:01:02.026621] Epoch: [295] [ 980/2904] eta: 0:24:29 lr: 0.001791 loss: 0.1882 (0.1905) loss_rec_all: 0.2142 (0.2164) loss_rec_sfr: 0.2661 (0.2772) loss_cl: -0.2796 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [03:01:16.939437] Epoch: [295] [1000/2904] eta: 0:24:13 lr: 0.001791 loss: 0.1805 (0.1904) loss_rec_all: 0.2067 (0.2163) loss_rec_sfr: 0.2566 (0.2769) loss_cl: -0.2788 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [03:01:31.847376] Epoch: [295] [1020/2904] eta: 0:23:57 lr: 0.001791 loss: 0.1875 (0.1906) loss_rec_all: 0.2133 (0.2165) loss_rec_sfr: 0.2592 (0.2775) loss_cl: -0.2795 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [03:01:46.753779] Epoch: [295] [1040/2904] eta: 0:23:41 lr: 0.001791 loss: 0.1829 (0.1907) loss_rec_all: 0.2088 (0.2166) loss_rec_sfr: 0.2702 (0.2778) loss_cl: -0.2781 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [03:02:01.654443] Epoch: [295] [1060/2904] eta: 0:23:25 lr: 0.001791 loss: 0.1848 (0.1907) loss_rec_all: 0.2107 (0.2167) loss_rec_sfr: 0.2580 (0.2780) loss_cl: -0.2783 (-0.2789) time: 0.7450 data: 0.0002 max mem: 29860 [03:02:16.558525] Epoch: [295] [1080/2904] eta: 0:23:09 lr: 0.001791 loss: 0.1808 (0.1907) loss_rec_all: 0.2068 (0.2166) loss_rec_sfr: 0.2642 (0.2780) loss_cl: -0.2793 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [03:02:31.462811] Epoch: [295] [1100/2904] eta: 0:22:53 lr: 0.001791 loss: 0.1854 (0.1909) loss_rec_all: 0.2116 (0.2168) loss_rec_sfr: 0.2631 (0.2787) loss_cl: -0.2794 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [03:02:46.367127] Epoch: [295] [1120/2904] eta: 0:22:38 lr: 0.001791 loss: 0.1768 (0.1908) loss_rec_all: 0.2033 (0.2167) loss_rec_sfr: 0.2238 (0.2782) loss_cl: -0.2786 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [03:03:01.274323] Epoch: [295] [1140/2904] eta: 0:22:22 lr: 0.001791 loss: 0.1792 (0.1908) loss_rec_all: 0.2052 (0.2167) loss_rec_sfr: 0.2255 (0.2782) loss_cl: -0.2792 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [03:03:16.173265] Epoch: [295] [1160/2904] eta: 0:22:06 lr: 0.001791 loss: 0.1783 (0.1907) loss_rec_all: 0.2046 (0.2166) loss_rec_sfr: 0.2258 (0.2778) loss_cl: -0.2779 (-0.2789) time: 0.7449 data: 0.0002 max mem: 29860 [03:03:31.072864] Epoch: [295] [1180/2904] eta: 0:21:51 lr: 0.001791 loss: 0.1792 (0.1906) loss_rec_all: 0.2052 (0.2166) loss_rec_sfr: 0.2611 (0.2776) loss_cl: -0.2789 (-0.2788) time: 0.7449 data: 0.0002 max mem: 29860 [03:03:45.992315] Epoch: [295] [1200/2904] eta: 0:21:35 lr: 0.001791 loss: 0.1903 (0.1909) loss_rec_all: 0.2164 (0.2168) loss_rec_sfr: 0.2667 (0.2784) loss_cl: -0.2783 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [03:04:00.915759] Epoch: [295] [1220/2904] eta: 0:21:19 lr: 0.001791 loss: 0.1794 (0.1908) loss_rec_all: 0.2056 (0.2168) loss_rec_sfr: 0.2693 (0.2783) loss_cl: -0.2789 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [03:04:15.834365] Epoch: [295] [1240/2904] eta: 0:21:04 lr: 0.001791 loss: 0.1777 (0.1907) loss_rec_all: 0.2039 (0.2166) loss_rec_sfr: 0.2617 (0.2779) loss_cl: -0.2798 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [03:04:30.764184] Epoch: [295] [1260/2904] eta: 0:20:48 lr: 0.001791 loss: 0.1822 (0.1907) loss_rec_all: 0.2084 (0.2166) loss_rec_sfr: 0.2686 (0.2782) loss_cl: -0.2794 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [03:04:45.690230] Epoch: [295] [1280/2904] eta: 0:20:33 lr: 0.001791 loss: 0.1770 (0.1907) loss_rec_all: 0.2031 (0.2166) loss_rec_sfr: 0.2599 (0.2781) loss_cl: -0.2783 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [03:05:00.608235] Epoch: [295] [1300/2904] eta: 0:20:17 lr: 0.001791 loss: 0.1822 (0.1906) loss_rec_all: 0.2084 (0.2165) loss_rec_sfr: 0.2261 (0.2778) loss_cl: -0.2782 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [03:05:15.501180] Epoch: [295] [1320/2904] eta: 0:20:02 lr: 0.001791 loss: 0.1808 (0.1905) loss_rec_all: 0.2070 (0.2165) loss_rec_sfr: 0.2381 (0.2773) loss_cl: -0.2782 (-0.2788) time: 0.7446 data: 0.0002 max mem: 29860 [03:05:30.418322] Epoch: [295] [1340/2904] eta: 0:19:46 lr: 0.001791 loss: 0.1836 (0.1906) loss_rec_all: 0.2101 (0.2165) loss_rec_sfr: 0.2625 (0.2774) loss_cl: -0.2794 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [03:05:45.341549] Epoch: [295] [1360/2904] eta: 0:19:31 lr: 0.001791 loss: 0.1815 (0.1905) loss_rec_all: 0.2077 (0.2165) loss_rec_sfr: 0.2691 (0.2774) loss_cl: -0.2794 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [03:06:00.261459] Epoch: [295] [1380/2904] eta: 0:19:15 lr: 0.001791 loss: 0.1834 (0.1906) loss_rec_all: 0.2096 (0.2166) loss_rec_sfr: 0.2587 (0.2775) loss_cl: -0.2781 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [03:06:15.175744] Epoch: [295] [1400/2904] eta: 0:19:00 lr: 0.001791 loss: 0.1821 (0.1905) loss_rec_all: 0.2087 (0.2164) loss_rec_sfr: 0.2535 (0.2770) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [03:06:30.097326] Epoch: [295] [1420/2904] eta: 0:18:44 lr: 0.001791 loss: 0.1851 (0.1905) loss_rec_all: 0.2111 (0.2165) loss_rec_sfr: 0.2677 (0.2772) loss_cl: -0.2795 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [03:06:45.014379] Epoch: [295] [1440/2904] eta: 0:18:29 lr: 0.001791 loss: 0.1800 (0.1905) loss_rec_all: 0.2064 (0.2165) loss_rec_sfr: 0.2662 (0.2773) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [03:06:59.926320] Epoch: [295] [1460/2904] eta: 0:18:14 lr: 0.001791 loss: 0.1819 (0.1906) loss_rec_all: 0.2082 (0.2165) loss_rec_sfr: 0.2543 (0.2773) loss_cl: -0.2783 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [03:07:14.847641] Epoch: [295] [1480/2904] eta: 0:17:58 lr: 0.001791 loss: 0.1826 (0.1906) loss_rec_all: 0.2087 (0.2165) loss_rec_sfr: 0.2551 (0.2774) loss_cl: -0.2782 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [03:07:29.756566] Epoch: [295] [1500/2904] eta: 0:17:43 lr: 0.001791 loss: 0.1833 (0.1906) loss_rec_all: 0.2095 (0.2166) loss_rec_sfr: 0.2604 (0.2776) loss_cl: -0.2780 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [03:07:44.663081] Epoch: [295] [1520/2904] eta: 0:17:27 lr: 0.001791 loss: 0.1784 (0.1906) loss_rec_all: 0.2043 (0.2166) loss_rec_sfr: 0.2558 (0.2775) loss_cl: -0.2787 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [03:07:59.597895] Epoch: [295] [1540/2904] eta: 0:17:12 lr: 0.001791 loss: 0.1819 (0.1907) loss_rec_all: 0.2082 (0.2167) loss_rec_sfr: 0.2672 (0.2780) loss_cl: -0.2789 (-0.2788) time: 0.7467 data: 0.0003 max mem: 29860 [03:08:14.512016] Epoch: [295] [1560/2904] eta: 0:16:57 lr: 0.001791 loss: 0.1827 (0.1908) loss_rec_all: 0.2087 (0.2167) loss_rec_sfr: 0.2585 (0.2779) loss_cl: -0.2796 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [03:08:29.443905] Epoch: [295] [1580/2904] eta: 0:16:41 lr: 0.001790 loss: 0.1800 (0.1908) loss_rec_all: 0.2067 (0.2167) loss_rec_sfr: 0.2628 (0.2780) loss_cl: -0.2789 (-0.2788) time: 0.7465 data: 0.0003 max mem: 29860 [03:08:44.375775] Epoch: [295] [1600/2904] eta: 0:16:26 lr: 0.001790 loss: 0.1815 (0.1908) loss_rec_all: 0.2076 (0.2167) loss_rec_sfr: 0.2571 (0.2780) loss_cl: -0.2792 (-0.2788) time: 0.7465 data: 0.0004 max mem: 29860 [03:08:59.294787] Epoch: [295] [1620/2904] eta: 0:16:11 lr: 0.001790 loss: 0.1830 (0.1908) loss_rec_all: 0.2089 (0.2167) loss_rec_sfr: 0.2575 (0.2780) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [03:09:14.211621] Epoch: [295] [1640/2904] eta: 0:15:56 lr: 0.001790 loss: 0.1815 (0.1908) loss_rec_all: 0.2074 (0.2168) loss_rec_sfr: 0.2707 (0.2782) loss_cl: -0.2781 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [03:09:29.131509] Epoch: [295] [1660/2904] eta: 0:15:40 lr: 0.001790 loss: 0.1862 (0.1910) loss_rec_all: 0.2120 (0.2169) loss_rec_sfr: 0.2625 (0.2787) loss_cl: -0.2779 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [03:09:44.047208] Epoch: [295] [1680/2904] eta: 0:15:25 lr: 0.001790 loss: 0.1812 (0.1910) loss_rec_all: 0.2070 (0.2170) loss_rec_sfr: 0.2726 (0.2789) loss_cl: -0.2782 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [03:09:58.969362] Epoch: [295] [1700/2904] eta: 0:15:10 lr: 0.001790 loss: 0.1813 (0.1910) loss_rec_all: 0.2074 (0.2169) loss_rec_sfr: 0.2338 (0.2787) loss_cl: -0.2795 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [03:10:13.892101] Epoch: [295] [1720/2904] eta: 0:14:54 lr: 0.001790 loss: 0.1794 (0.1910) loss_rec_all: 0.2057 (0.2169) loss_rec_sfr: 0.2738 (0.2788) loss_cl: -0.2795 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [03:10:28.820720] Epoch: [295] [1740/2904] eta: 0:14:39 lr: 0.001790 loss: 0.1782 (0.1909) loss_rec_all: 0.2047 (0.2169) loss_rec_sfr: 0.2593 (0.2787) loss_cl: -0.2788 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [03:10:43.745763] Epoch: [295] [1760/2904] eta: 0:14:24 lr: 0.001790 loss: 0.1779 (0.1908) loss_rec_all: 0.2039 (0.2168) loss_rec_sfr: 0.2693 (0.2786) loss_cl: -0.2790 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [03:10:58.662696] Epoch: [295] [1780/2904] eta: 0:14:09 lr: 0.001790 loss: 0.1787 (0.1908) loss_rec_all: 0.2051 (0.2168) loss_rec_sfr: 0.2655 (0.2786) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [03:11:13.571590] Epoch: [295] [1800/2904] eta: 0:13:54 lr: 0.001790 loss: 0.1813 (0.1908) loss_rec_all: 0.2076 (0.2168) loss_rec_sfr: 0.2630 (0.2786) loss_cl: -0.2785 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [03:11:28.491319] Epoch: [295] [1820/2904] eta: 0:13:38 lr: 0.001790 loss: 0.1821 (0.1908) loss_rec_all: 0.2079 (0.2167) loss_rec_sfr: 0.2719 (0.2785) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [03:11:43.419969] Epoch: [295] [1840/2904] eta: 0:13:23 lr: 0.001790 loss: 0.1817 (0.1908) loss_rec_all: 0.2079 (0.2168) loss_rec_sfr: 0.2648 (0.2786) loss_cl: -0.2791 (-0.2788) time: 0.7464 data: 0.0003 max mem: 29860 [03:11:58.335955] Epoch: [295] [1860/2904] eta: 0:13:08 lr: 0.001790 loss: 0.1808 (0.1909) loss_rec_all: 0.2069 (0.2168) loss_rec_sfr: 0.2663 (0.2789) loss_cl: -0.2794 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [03:12:13.259015] Epoch: [295] [1880/2904] eta: 0:12:53 lr: 0.001790 loss: 0.1805 (0.1908) loss_rec_all: 0.2066 (0.2168) loss_rec_sfr: 0.2599 (0.2787) loss_cl: -0.2785 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [03:12:28.179752] Epoch: [295] [1900/2904] eta: 0:12:37 lr: 0.001790 loss: 0.1858 (0.1909) loss_rec_all: 0.2118 (0.2168) loss_rec_sfr: 0.2611 (0.2788) loss_cl: -0.2780 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [03:12:43.096544] Epoch: [295] [1920/2904] eta: 0:12:22 lr: 0.001790 loss: 0.1829 (0.1909) loss_rec_all: 0.2089 (0.2168) loss_rec_sfr: 0.2489 (0.2788) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [03:12:58.012143] Epoch: [295] [1940/2904] eta: 0:12:07 lr: 0.001790 loss: 0.1782 (0.1909) loss_rec_all: 0.2043 (0.2168) loss_rec_sfr: 0.2250 (0.2788) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [03:13:12.933565] Epoch: [295] [1960/2904] eta: 0:11:52 lr: 0.001790 loss: 0.1870 (0.1910) loss_rec_all: 0.2131 (0.2169) loss_rec_sfr: 0.2687 (0.2790) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [03:13:27.852492] Epoch: [295] [1980/2904] eta: 0:11:37 lr: 0.001790 loss: 0.1854 (0.1910) loss_rec_all: 0.2113 (0.2169) loss_rec_sfr: 0.2651 (0.2790) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [03:13:42.769639] Epoch: [295] [2000/2904] eta: 0:11:22 lr: 0.001790 loss: 0.1790 (0.1910) loss_rec_all: 0.2053 (0.2169) loss_rec_sfr: 0.2662 (0.2790) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [03:13:57.689944] Epoch: [295] [2020/2904] eta: 0:11:06 lr: 0.001790 loss: 0.1828 (0.1911) loss_rec_all: 0.2090 (0.2170) loss_rec_sfr: 0.2395 (0.2793) loss_cl: -0.2797 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [03:14:12.607867] Epoch: [295] [2040/2904] eta: 0:10:51 lr: 0.001790 loss: 0.1802 (0.1911) loss_rec_all: 0.2066 (0.2170) loss_rec_sfr: 0.2597 (0.2792) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [03:14:27.532978] Epoch: [295] [2060/2904] eta: 0:10:36 lr: 0.001790 loss: 0.1898 (0.1912) loss_rec_all: 0.2158 (0.2171) loss_rec_sfr: 0.2662 (0.2796) loss_cl: -0.2789 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [03:14:42.464749] Epoch: [295] [2080/2904] eta: 0:10:21 lr: 0.001790 loss: 0.1812 (0.1912) loss_rec_all: 0.2077 (0.2171) loss_rec_sfr: 0.2382 (0.2794) loss_cl: -0.2783 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [03:14:57.391812] Epoch: [295] [2100/2904] eta: 0:10:06 lr: 0.001790 loss: 0.1776 (0.1912) loss_rec_all: 0.2037 (0.2171) loss_rec_sfr: 0.2521 (0.2793) loss_cl: -0.2787 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [03:15:12.319284] Epoch: [295] [2120/2904] eta: 0:09:51 lr: 0.001790 loss: 0.1796 (0.1912) loss_rec_all: 0.2059 (0.2171) loss_rec_sfr: 0.2658 (0.2795) loss_cl: -0.2787 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [03:15:27.240497] Epoch: [295] [2140/2904] eta: 0:09:36 lr: 0.001790 loss: 0.1829 (0.1911) loss_rec_all: 0.2092 (0.2171) loss_rec_sfr: 0.2576 (0.2794) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [03:15:42.155047] Epoch: [295] [2160/2904] eta: 0:09:20 lr: 0.001790 loss: 0.1845 (0.1912) loss_rec_all: 0.2102 (0.2171) loss_rec_sfr: 0.2631 (0.2795) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [03:15:57.072580] Epoch: [295] [2180/2904] eta: 0:09:05 lr: 0.001790 loss: 0.1795 (0.1912) loss_rec_all: 0.2054 (0.2171) loss_rec_sfr: 0.2719 (0.2798) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [03:16:11.986033] Epoch: [295] [2200/2904] eta: 0:08:50 lr: 0.001790 loss: 0.1790 (0.1912) loss_rec_all: 0.2056 (0.2172) loss_rec_sfr: 0.2298 (0.2798) loss_cl: -0.2798 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [03:16:26.901997] Epoch: [295] [2220/2904] eta: 0:08:35 lr: 0.001790 loss: 0.1791 (0.1912) loss_rec_all: 0.2053 (0.2171) loss_rec_sfr: 0.2629 (0.2798) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [03:16:41.820348] Epoch: [295] [2240/2904] eta: 0:08:20 lr: 0.001789 loss: 0.1809 (0.1912) loss_rec_all: 0.2073 (0.2171) loss_rec_sfr: 0.2608 (0.2798) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [03:16:56.746164] Epoch: [295] [2260/2904] eta: 0:08:05 lr: 0.001789 loss: 0.1813 (0.1912) loss_rec_all: 0.2073 (0.2172) loss_rec_sfr: 0.2570 (0.2798) loss_cl: -0.2794 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [03:17:11.670172] Epoch: [295] [2280/2904] eta: 0:07:50 lr: 0.001789 loss: 0.1830 (0.1913) loss_rec_all: 0.2092 (0.2172) loss_rec_sfr: 0.2668 (0.2800) loss_cl: -0.2793 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [03:17:26.589370] Epoch: [295] [2300/2904] eta: 0:07:35 lr: 0.001789 loss: 0.1833 (0.1913) loss_rec_all: 0.2092 (0.2172) loss_rec_sfr: 0.2677 (0.2801) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [03:17:41.506383] Epoch: [295] [2320/2904] eta: 0:07:19 lr: 0.001789 loss: 0.1815 (0.1913) loss_rec_all: 0.2075 (0.2172) loss_rec_sfr: 0.2722 (0.2802) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [03:17:56.428458] Epoch: [295] [2340/2904] eta: 0:07:04 lr: 0.001789 loss: 0.1775 (0.1913) loss_rec_all: 0.2039 (0.2172) loss_rec_sfr: 0.2591 (0.2802) loss_cl: -0.2793 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [03:18:11.354907] Epoch: [295] [2360/2904] eta: 0:06:49 lr: 0.001789 loss: 0.1793 (0.1913) loss_rec_all: 0.2058 (0.2172) loss_rec_sfr: 0.2494 (0.2800) loss_cl: -0.2795 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [03:18:26.273524] Epoch: [295] [2380/2904] eta: 0:06:34 lr: 0.001789 loss: 0.1814 (0.1913) loss_rec_all: 0.2078 (0.2172) loss_rec_sfr: 0.2580 (0.2799) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [03:18:41.188284] Epoch: [295] [2400/2904] eta: 0:06:19 lr: 0.001789 loss: 0.1815 (0.1913) loss_rec_all: 0.2075 (0.2172) loss_rec_sfr: 0.2686 (0.2799) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [03:18:56.103600] Epoch: [295] [2420/2904] eta: 0:06:04 lr: 0.001789 loss: 0.1855 (0.1912) loss_rec_all: 0.2115 (0.2171) loss_rec_sfr: 0.2560 (0.2797) loss_cl: -0.2793 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [03:19:11.018324] Epoch: [295] [2440/2904] eta: 0:05:49 lr: 0.001789 loss: 0.1815 (0.1912) loss_rec_all: 0.2079 (0.2171) loss_rec_sfr: 0.2073 (0.2795) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [03:19:25.936187] Epoch: [295] [2460/2904] eta: 0:05:34 lr: 0.001789 loss: 0.1788 (0.1911) loss_rec_all: 0.2051 (0.2170) loss_rec_sfr: 0.2173 (0.2791) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [03:19:40.849144] Epoch: [295] [2480/2904] eta: 0:05:19 lr: 0.001789 loss: 0.1794 (0.1911) loss_rec_all: 0.2055 (0.2170) loss_rec_sfr: 0.2617 (0.2790) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [03:19:55.773213] Epoch: [295] [2500/2904] eta: 0:05:04 lr: 0.001789 loss: 0.1790 (0.1912) loss_rec_all: 0.2055 (0.2171) loss_rec_sfr: 0.2673 (0.2794) loss_cl: -0.2787 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [03:20:10.723831] Epoch: [295] [2520/2904] eta: 0:04:49 lr: 0.001789 loss: 0.1793 (0.1912) loss_rec_all: 0.2056 (0.2171) loss_rec_sfr: 0.2608 (0.2794) loss_cl: -0.2788 (-0.2788) time: 0.7475 data: 0.0003 max mem: 29860 [03:20:25.713768] Epoch: [295] [2540/2904] eta: 0:04:33 lr: 0.001789 loss: 0.1796 (0.1912) loss_rec_all: 0.2056 (0.2171) loss_rec_sfr: 0.2642 (0.2794) loss_cl: -0.2786 (-0.2788) time: 0.7494 data: 0.0003 max mem: 29860 [03:20:40.728659] Epoch: [295] [2560/2904] eta: 0:04:18 lr: 0.001789 loss: 0.1813 (0.1912) loss_rec_all: 0.2074 (0.2171) loss_rec_sfr: 0.2572 (0.2794) loss_cl: -0.2789 (-0.2788) time: 0.7507 data: 0.0003 max mem: 29860 [03:20:55.715731] Epoch: [295] [2580/2904] eta: 0:04:03 lr: 0.001789 loss: 0.1789 (0.1912) loss_rec_all: 0.2053 (0.2171) loss_rec_sfr: 0.2691 (0.2796) loss_cl: -0.2789 (-0.2788) time: 0.7493 data: 0.0003 max mem: 29860 [03:21:10.700817] Epoch: [295] [2600/2904] eta: 0:03:48 lr: 0.001789 loss: 0.1807 (0.1912) loss_rec_all: 0.2072 (0.2171) loss_rec_sfr: 0.2658 (0.2796) loss_cl: -0.2796 (-0.2788) time: 0.7492 data: 0.0003 max mem: 29860 [03:21:25.679847] Epoch: [295] [2620/2904] eta: 0:03:33 lr: 0.001789 loss: 0.1781 (0.1911) loss_rec_all: 0.2041 (0.2171) loss_rec_sfr: 0.2524 (0.2794) loss_cl: -0.2796 (-0.2788) time: 0.7489 data: 0.0003 max mem: 29860 [03:21:40.651029] Epoch: [295] [2640/2904] eta: 0:03:18 lr: 0.001789 loss: 0.1814 (0.1912) loss_rec_all: 0.2077 (0.2171) loss_rec_sfr: 0.2744 (0.2795) loss_cl: -0.2789 (-0.2788) time: 0.7485 data: 0.0002 max mem: 29860 [03:21:55.622389] Epoch: [295] [2660/2904] eta: 0:03:03 lr: 0.001789 loss: 0.1815 (0.1911) loss_rec_all: 0.2079 (0.2171) loss_rec_sfr: 0.2570 (0.2794) loss_cl: -0.2784 (-0.2788) time: 0.7485 data: 0.0002 max mem: 29860 [03:22:10.611227] Epoch: [295] [2680/2904] eta: 0:02:48 lr: 0.001789 loss: 0.1799 (0.1911) loss_rec_all: 0.2056 (0.2170) loss_rec_sfr: 0.2588 (0.2793) loss_cl: -0.2787 (-0.2788) time: 0.7494 data: 0.0002 max mem: 29860 [03:22:25.599213] Epoch: [295] [2700/2904] eta: 0:02:33 lr: 0.001789 loss: 0.1789 (0.1911) loss_rec_all: 0.2053 (0.2170) loss_rec_sfr: 0.2656 (0.2793) loss_cl: -0.2797 (-0.2788) time: 0.7494 data: 0.0002 max mem: 29860 [03:22:40.601168] Epoch: [295] [2720/2904] eta: 0:02:18 lr: 0.001789 loss: 0.1838 (0.1911) loss_rec_all: 0.2097 (0.2170) loss_rec_sfr: 0.2610 (0.2794) loss_cl: -0.2792 (-0.2788) time: 0.7500 data: 0.0002 max mem: 29860 [03:22:55.589142] Epoch: [295] [2740/2904] eta: 0:02:03 lr: 0.001789 loss: 0.1833 (0.1911) loss_rec_all: 0.2094 (0.2170) loss_rec_sfr: 0.2636 (0.2794) loss_cl: -0.2789 (-0.2788) time: 0.7494 data: 0.0002 max mem: 29860 [03:23:10.571752] Epoch: [295] [2760/2904] eta: 0:01:48 lr: 0.001789 loss: 0.1813 (0.1911) loss_rec_all: 0.2073 (0.2170) loss_rec_sfr: 0.2668 (0.2795) loss_cl: -0.2788 (-0.2788) time: 0.7491 data: 0.0002 max mem: 29860 [03:23:25.541127] Epoch: [295] [2780/2904] eta: 0:01:33 lr: 0.001789 loss: 0.1777 (0.1911) loss_rec_all: 0.2043 (0.2170) loss_rec_sfr: 0.2561 (0.2794) loss_cl: -0.2792 (-0.2788) time: 0.7484 data: 0.0002 max mem: 29860 [03:23:40.528635] Epoch: [295] [2800/2904] eta: 0:01:18 lr: 0.001789 loss: 0.1813 (0.1911) loss_rec_all: 0.2075 (0.2170) loss_rec_sfr: 0.2601 (0.2795) loss_cl: -0.2790 (-0.2788) time: 0.7493 data: 0.0002 max mem: 29860 [03:23:55.497009] Epoch: [295] [2820/2904] eta: 0:01:03 lr: 0.001789 loss: 0.1843 (0.1911) loss_rec_all: 0.2103 (0.2171) loss_rec_sfr: 0.2661 (0.2796) loss_cl: -0.2788 (-0.2788) time: 0.7484 data: 0.0002 max mem: 29860 [03:24:10.521539] Epoch: [295] [2840/2904] eta: 0:00:48 lr: 0.001789 loss: 0.1793 (0.1911) loss_rec_all: 0.2058 (0.2170) loss_rec_sfr: 0.2267 (0.2795) loss_cl: -0.2793 (-0.2788) time: 0.7512 data: 0.0027 max mem: 29860 [03:24:25.427263] Epoch: [295] [2860/2904] eta: 0:00:33 lr: 0.001789 loss: 0.1807 (0.1911) loss_rec_all: 0.2073 (0.2171) loss_rec_sfr: 0.2630 (0.2796) loss_cl: -0.2788 (-0.2788) time: 0.7452 data: 0.0001 max mem: 29860 [03:24:40.333009] Epoch: [295] [2880/2904] eta: 0:00:18 lr: 0.001789 loss: 0.1815 (0.1912) loss_rec_all: 0.2075 (0.2171) loss_rec_sfr: 0.2672 (0.2797) loss_cl: -0.2784 (-0.2788) time: 0.7453 data: 0.0001 max mem: 29860 [03:24:55.236068] Epoch: [295] [2900/2904] eta: 0:00:03 lr: 0.001789 loss: 0.1833 (0.1912) loss_rec_all: 0.2092 (0.2171) loss_rec_sfr: 0.2618 (0.2797) loss_cl: -0.2784 (-0.2788) time: 0.7451 data: 0.0001 max mem: 29860 [03:24:57.476425] Epoch: [295] [2903/2904] eta: 0:00:00 lr: 0.001789 loss: 0.1834 (0.1912) loss_rec_all: 0.2098 (0.2171) loss_rec_sfr: 0.2618 (0.2798) loss_cl: -0.2787 (-0.2788) time: 0.7450 data: 0.0001 max mem: 29860 [03:24:59.487442] Epoch: [295] Total time: 0:36:26 (0.7529 s / it) [03:24:59.492020] Averaged stats: lr: 0.001789 loss: 0.1834 (0.1936) loss_rec_all: 0.2098 (0.2172) loss_rec_sfr: 0.2618 (0.2800) loss_cl: -0.2787 (-0.2556) [03:24:59.496792] log_dir: ./checkpoint/VF2_ViT-B [03:25:15.662278] Epoch: [296] [ 0/2904] eta: 13:02:22 lr: 0.001789 loss: 0.1803 (0.1803) loss_rec_all: 0.2063 (0.2063) loss_rec_sfr: 0.2800 (0.2800) loss_cl: -0.2793 (-0.2793) time: 16.1648 data: 14.3148 max mem: 29860 [03:25:31.409388] Epoch: [296] [ 20/2904] eta: 1:13:02 lr: 0.001788 loss: 0.1770 (0.1830) loss_rec_all: 0.2036 (0.2091) loss_rec_sfr: 0.2568 (0.2616) loss_cl: -0.2797 (-0.2795) time: 0.7873 data: 0.0002 max mem: 29860 [03:25:46.280313] Epoch: [296] [ 40/2904] eta: 0:54:27 lr: 0.001788 loss: 0.1821 (0.1859) loss_rec_all: 0.2084 (0.2120) loss_rec_sfr: 0.2625 (0.2699) loss_cl: -0.2790 (-0.2793) time: 0.7435 data: 0.0002 max mem: 29860 [03:26:01.161731] Epoch: [296] [ 60/2904] eta: 0:47:54 lr: 0.001788 loss: 0.1766 (0.1853) loss_rec_all: 0.2030 (0.2113) loss_rec_sfr: 0.2620 (0.2646) loss_cl: -0.2781 (-0.2788) time: 0.7440 data: 0.0002 max mem: 29860 [03:26:16.051981] Epoch: [296] [ 80/2904] eta: 0:44:28 lr: 0.001788 loss: 0.1815 (0.1862) loss_rec_all: 0.2075 (0.2122) loss_rec_sfr: 0.2679 (0.2674) loss_cl: -0.2782 (-0.2787) time: 0.7445 data: 0.0002 max mem: 29860 [03:26:30.966001] Epoch: [296] [ 100/2904] eta: 0:42:19 lr: 0.001788 loss: 0.1803 (0.1871) loss_rec_all: 0.2064 (0.2131) loss_rec_sfr: 0.2313 (0.2680) loss_cl: -0.2798 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [03:26:45.890513] Epoch: [296] [ 120/2904] eta: 0:40:47 lr: 0.001788 loss: 0.1788 (0.1871) loss_rec_all: 0.2051 (0.2131) loss_rec_sfr: 0.2548 (0.2666) loss_cl: -0.2795 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [03:27:00.810552] Epoch: [296] [ 140/2904] eta: 0:39:37 lr: 0.001788 loss: 0.1802 (0.1868) loss_rec_all: 0.2066 (0.2128) loss_rec_sfr: 0.2594 (0.2653) loss_cl: -0.2788 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [03:27:15.758076] Epoch: [296] [ 160/2904] eta: 0:38:42 lr: 0.001788 loss: 0.1783 (0.1870) loss_rec_all: 0.2042 (0.2130) loss_rec_sfr: 0.2534 (0.2661) loss_cl: -0.2785 (-0.2789) time: 0.7473 data: 0.0002 max mem: 29860 [03:27:30.678898] Epoch: [296] [ 180/2904] eta: 0:37:55 lr: 0.001788 loss: 0.1871 (0.1884) loss_rec_all: 0.2132 (0.2144) loss_rec_sfr: 0.2624 (0.2701) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [03:27:45.595343] Epoch: [296] [ 200/2904] eta: 0:37:14 lr: 0.001788 loss: 0.1784 (0.1891) loss_rec_all: 0.2044 (0.2151) loss_rec_sfr: 0.2655 (0.2737) loss_cl: -0.2792 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [03:28:00.514998] Epoch: [296] [ 220/2904] eta: 0:36:38 lr: 0.001788 loss: 0.1820 (0.1892) loss_rec_all: 0.2085 (0.2151) loss_rec_sfr: 0.2633 (0.2738) loss_cl: -0.2798 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [03:28:15.440279] Epoch: [296] [ 240/2904] eta: 0:36:05 lr: 0.001788 loss: 0.1772 (0.1889) loss_rec_all: 0.2039 (0.2149) loss_rec_sfr: 0.2512 (0.2724) loss_cl: -0.2795 (-0.2790) time: 0.7462 data: 0.0002 max mem: 29860 [03:28:30.380391] Epoch: [296] [ 260/2904] eta: 0:35:36 lr: 0.001788 loss: 0.1792 (0.1881) loss_rec_all: 0.2053 (0.2141) loss_rec_sfr: 0.2516 (0.2700) loss_cl: -0.2792 (-0.2790) time: 0.7470 data: 0.0002 max mem: 29860 [03:28:45.306108] Epoch: [296] [ 280/2904] eta: 0:35:08 lr: 0.001788 loss: 0.1782 (0.1877) loss_rec_all: 0.2044 (0.2137) loss_rec_sfr: 0.2526 (0.2685) loss_cl: -0.2789 (-0.2790) time: 0.7462 data: 0.0002 max mem: 29860 [03:29:00.229116] Epoch: [296] [ 300/2904] eta: 0:34:42 lr: 0.001788 loss: 0.1797 (0.1877) loss_rec_all: 0.2055 (0.2137) loss_rec_sfr: 0.2664 (0.2687) loss_cl: -0.2784 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [03:29:15.148741] Epoch: [296] [ 320/2904] eta: 0:34:17 lr: 0.001788 loss: 0.1814 (0.1886) loss_rec_all: 0.2071 (0.2145) loss_rec_sfr: 0.2785 (0.2721) loss_cl: -0.2775 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [03:29:30.084268] Epoch: [296] [ 340/2904] eta: 0:33:54 lr: 0.001788 loss: 0.1761 (0.1884) loss_rec_all: 0.2022 (0.2143) loss_rec_sfr: 0.2332 (0.2712) loss_cl: -0.2784 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [03:29:45.004021] Epoch: [296] [ 360/2904] eta: 0:33:31 lr: 0.001788 loss: 0.1820 (0.1883) loss_rec_all: 0.2081 (0.2143) loss_rec_sfr: 0.2650 (0.2713) loss_cl: -0.2784 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [03:29:59.950769] Epoch: [296] [ 380/2904] eta: 0:33:10 lr: 0.001788 loss: 0.1781 (0.1878) loss_rec_all: 0.2047 (0.2138) loss_rec_sfr: 0.2352 (0.2693) loss_cl: -0.2791 (-0.2788) time: 0.7473 data: 0.0002 max mem: 29860 [03:30:14.867467] Epoch: [296] [ 400/2904] eta: 0:32:49 lr: 0.001788 loss: 0.1815 (0.1875) loss_rec_all: 0.2073 (0.2135) loss_rec_sfr: 0.2557 (0.2680) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [03:30:29.794240] Epoch: [296] [ 420/2904] eta: 0:32:28 lr: 0.001788 loss: 0.1803 (0.1876) loss_rec_all: 0.2066 (0.2136) loss_rec_sfr: 0.2620 (0.2686) loss_cl: -0.2792 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [03:30:44.702920] Epoch: [296] [ 440/2904] eta: 0:32:08 lr: 0.001788 loss: 0.1795 (0.1873) loss_rec_all: 0.2059 (0.2133) loss_rec_sfr: 0.2328 (0.2677) loss_cl: -0.2794 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [03:30:59.618019] Epoch: [296] [ 460/2904] eta: 0:31:49 lr: 0.001788 loss: 0.1810 (0.1876) loss_rec_all: 0.2070 (0.2136) loss_rec_sfr: 0.2675 (0.2687) loss_cl: -0.2790 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [03:31:14.531488] Epoch: [296] [ 480/2904] eta: 0:31:29 lr: 0.001788 loss: 0.1826 (0.1876) loss_rec_all: 0.2090 (0.2136) loss_rec_sfr: 0.2538 (0.2688) loss_cl: -0.2794 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [03:31:29.456262] Epoch: [296] [ 500/2904] eta: 0:31:11 lr: 0.001788 loss: 0.1799 (0.1875) loss_rec_all: 0.2058 (0.2135) loss_rec_sfr: 0.2654 (0.2690) loss_cl: -0.2797 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [03:31:44.372785] Epoch: [296] [ 520/2904] eta: 0:30:52 lr: 0.001788 loss: 0.1798 (0.1876) loss_rec_all: 0.2058 (0.2136) loss_rec_sfr: 0.2492 (0.2692) loss_cl: -0.2789 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [03:31:59.289549] Epoch: [296] [ 540/2904] eta: 0:30:34 lr: 0.001788 loss: 0.1866 (0.1881) loss_rec_all: 0.2127 (0.2141) loss_rec_sfr: 0.2561 (0.2707) loss_cl: -0.2782 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [03:32:14.205401] Epoch: [296] [ 560/2904] eta: 0:30:16 lr: 0.001788 loss: 0.1799 (0.1881) loss_rec_all: 0.2063 (0.2141) loss_rec_sfr: 0.2268 (0.2705) loss_cl: -0.2784 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [03:32:29.135845] Epoch: [296] [ 580/2904] eta: 0:29:58 lr: 0.001788 loss: 0.1791 (0.1880) loss_rec_all: 0.2055 (0.2140) loss_rec_sfr: 0.2666 (0.2705) loss_cl: -0.2787 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [03:32:44.058827] Epoch: [296] [ 600/2904] eta: 0:29:40 lr: 0.001788 loss: 0.1831 (0.1880) loss_rec_all: 0.2093 (0.2140) loss_rec_sfr: 0.2514 (0.2701) loss_cl: -0.2791 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [03:32:58.982162] Epoch: [296] [ 620/2904] eta: 0:29:23 lr: 0.001788 loss: 0.1801 (0.1882) loss_rec_all: 0.2064 (0.2142) loss_rec_sfr: 0.2312 (0.2703) loss_cl: -0.2788 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [03:33:13.900140] Epoch: [296] [ 640/2904] eta: 0:29:06 lr: 0.001788 loss: 0.1819 (0.1884) loss_rec_all: 0.2081 (0.2144) loss_rec_sfr: 0.2685 (0.2710) loss_cl: -0.2788 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [03:33:28.818798] Epoch: [296] [ 660/2904] eta: 0:28:48 lr: 0.001788 loss: 0.1835 (0.1885) loss_rec_all: 0.2092 (0.2145) loss_rec_sfr: 0.2598 (0.2711) loss_cl: -0.2793 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [03:33:43.737686] Epoch: [296] [ 680/2904] eta: 0:28:31 lr: 0.001787 loss: 0.1800 (0.1886) loss_rec_all: 0.2061 (0.2146) loss_rec_sfr: 0.2534 (0.2712) loss_cl: -0.2784 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [03:33:58.656018] Epoch: [296] [ 700/2904] eta: 0:28:15 lr: 0.001787 loss: 0.1819 (0.1888) loss_rec_all: 0.2079 (0.2148) loss_rec_sfr: 0.2632 (0.2718) loss_cl: -0.2783 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [03:34:13.571082] Epoch: [296] [ 720/2904] eta: 0:27:58 lr: 0.001787 loss: 0.1845 (0.1890) loss_rec_all: 0.2104 (0.2149) loss_rec_sfr: 0.2573 (0.2724) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [03:34:28.489775] Epoch: [296] [ 740/2904] eta: 0:27:41 lr: 0.001787 loss: 0.1804 (0.1888) loss_rec_all: 0.2065 (0.2148) loss_rec_sfr: 0.2577 (0.2719) loss_cl: -0.2802 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [03:34:43.407692] Epoch: [296] [ 760/2904] eta: 0:27:24 lr: 0.001787 loss: 0.1799 (0.1889) loss_rec_all: 0.2060 (0.2149) loss_rec_sfr: 0.2587 (0.2721) loss_cl: -0.2790 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [03:34:58.329718] Epoch: [296] [ 780/2904] eta: 0:27:08 lr: 0.001787 loss: 0.1817 (0.1889) loss_rec_all: 0.2079 (0.2149) loss_rec_sfr: 0.2555 (0.2720) loss_cl: -0.2791 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [03:35:13.252196] Epoch: [296] [ 800/2904] eta: 0:26:52 lr: 0.001787 loss: 0.1793 (0.1888) loss_rec_all: 0.2057 (0.2148) loss_rec_sfr: 0.2500 (0.2715) loss_cl: -0.2790 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [03:35:28.167520] Epoch: [296] [ 820/2904] eta: 0:26:35 lr: 0.001787 loss: 0.1792 (0.1888) loss_rec_all: 0.2054 (0.2147) loss_rec_sfr: 0.2576 (0.2713) loss_cl: -0.2789 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [03:35:43.079571] Epoch: [296] [ 840/2904] eta: 0:26:19 lr: 0.001787 loss: 0.1826 (0.1889) loss_rec_all: 0.2091 (0.2149) loss_rec_sfr: 0.2645 (0.2716) loss_cl: -0.2792 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [03:35:57.994384] Epoch: [296] [ 860/2904] eta: 0:26:03 lr: 0.001787 loss: 0.1806 (0.1888) loss_rec_all: 0.2066 (0.2148) loss_rec_sfr: 0.2707 (0.2717) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [03:36:12.909606] Epoch: [296] [ 880/2904] eta: 0:25:47 lr: 0.001787 loss: 0.1834 (0.1890) loss_rec_all: 0.2096 (0.2150) loss_rec_sfr: 0.2646 (0.2722) loss_cl: -0.2782 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [03:36:27.826104] Epoch: [296] [ 900/2904] eta: 0:25:30 lr: 0.001787 loss: 0.1808 (0.1890) loss_rec_all: 0.2070 (0.2149) loss_rec_sfr: 0.2625 (0.2720) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [03:36:42.743135] Epoch: [296] [ 920/2904] eta: 0:25:14 lr: 0.001787 loss: 0.1792 (0.1889) loss_rec_all: 0.2051 (0.2149) loss_rec_sfr: 0.2598 (0.2718) loss_cl: -0.2795 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [03:36:57.661739] Epoch: [296] [ 940/2904] eta: 0:24:58 lr: 0.001787 loss: 0.1830 (0.1889) loss_rec_all: 0.2092 (0.2149) loss_rec_sfr: 0.2619 (0.2716) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [03:37:12.575745] Epoch: [296] [ 960/2904] eta: 0:24:42 lr: 0.001787 loss: 0.1796 (0.1887) loss_rec_all: 0.2058 (0.2147) loss_rec_sfr: 0.2491 (0.2712) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [03:37:27.507325] Epoch: [296] [ 980/2904] eta: 0:24:26 lr: 0.001787 loss: 0.1802 (0.1888) loss_rec_all: 0.2062 (0.2148) loss_rec_sfr: 0.2655 (0.2714) loss_cl: -0.2786 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [03:37:42.423943] Epoch: [296] [1000/2904] eta: 0:24:11 lr: 0.001787 loss: 0.1776 (0.1889) loss_rec_all: 0.2038 (0.2148) loss_rec_sfr: 0.2560 (0.2716) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [03:37:57.342871] Epoch: [296] [1020/2904] eta: 0:23:55 lr: 0.001787 loss: 0.1766 (0.1888) loss_rec_all: 0.2026 (0.2148) loss_rec_sfr: 0.2632 (0.2716) loss_cl: -0.2795 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [03:38:12.260879] Epoch: [296] [1040/2904] eta: 0:23:39 lr: 0.001787 loss: 0.1785 (0.1888) loss_rec_all: 0.2047 (0.2148) loss_rec_sfr: 0.2276 (0.2717) loss_cl: -0.2783 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [03:38:27.177605] Epoch: [296] [1060/2904] eta: 0:23:23 lr: 0.001787 loss: 0.1844 (0.1890) loss_rec_all: 0.2104 (0.2150) loss_rec_sfr: 0.2618 (0.2723) loss_cl: -0.2781 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [03:38:42.093789] Epoch: [296] [1080/2904] eta: 0:23:07 lr: 0.001787 loss: 0.1810 (0.1890) loss_rec_all: 0.2073 (0.2150) loss_rec_sfr: 0.2554 (0.2723) loss_cl: -0.2783 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [03:38:57.012226] Epoch: [296] [1100/2904] eta: 0:22:52 lr: 0.001787 loss: 0.1822 (0.1892) loss_rec_all: 0.2082 (0.2151) loss_rec_sfr: 0.2718 (0.2729) loss_cl: -0.2783 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [03:39:11.931253] Epoch: [296] [1120/2904] eta: 0:22:36 lr: 0.001787 loss: 0.1839 (0.1893) loss_rec_all: 0.2097 (0.2152) loss_rec_sfr: 0.2640 (0.2731) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [03:39:26.851874] Epoch: [296] [1140/2904] eta: 0:22:20 lr: 0.001787 loss: 0.1821 (0.1893) loss_rec_all: 0.2082 (0.2152) loss_rec_sfr: 0.2687 (0.2733) loss_cl: -0.2796 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [03:39:41.775066] Epoch: [296] [1160/2904] eta: 0:22:05 lr: 0.001787 loss: 0.1817 (0.1893) loss_rec_all: 0.2080 (0.2153) loss_rec_sfr: 0.2619 (0.2735) loss_cl: -0.2795 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [03:39:56.696505] Epoch: [296] [1180/2904] eta: 0:21:49 lr: 0.001787 loss: 0.1837 (0.1895) loss_rec_all: 0.2098 (0.2155) loss_rec_sfr: 0.2637 (0.2742) loss_cl: -0.2791 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [03:40:11.617656] Epoch: [296] [1200/2904] eta: 0:21:34 lr: 0.001787 loss: 0.1776 (0.1894) loss_rec_all: 0.2036 (0.2154) loss_rec_sfr: 0.2272 (0.2738) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [03:40:26.536545] Epoch: [296] [1220/2904] eta: 0:21:18 lr: 0.001787 loss: 0.1797 (0.1894) loss_rec_all: 0.2058 (0.2154) loss_rec_sfr: 0.2597 (0.2738) loss_cl: -0.2781 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [03:40:41.449242] Epoch: [296] [1240/2904] eta: 0:21:02 lr: 0.001787 loss: 0.1819 (0.1894) loss_rec_all: 0.2080 (0.2154) loss_rec_sfr: 0.2492 (0.2737) loss_cl: -0.2794 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [03:40:56.361842] Epoch: [296] [1260/2904] eta: 0:20:47 lr: 0.001787 loss: 0.1855 (0.1895) loss_rec_all: 0.2117 (0.2155) loss_rec_sfr: 0.2598 (0.2738) loss_cl: -0.2795 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [03:41:11.279523] Epoch: [296] [1280/2904] eta: 0:20:31 lr: 0.001787 loss: 0.1806 (0.1895) loss_rec_all: 0.2070 (0.2155) loss_rec_sfr: 0.2295 (0.2736) loss_cl: -0.2797 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [03:41:26.204476] Epoch: [296] [1300/2904] eta: 0:20:16 lr: 0.001787 loss: 0.1820 (0.1895) loss_rec_all: 0.2080 (0.2154) loss_rec_sfr: 0.2584 (0.2734) loss_cl: -0.2784 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [03:41:41.120342] Epoch: [296] [1320/2904] eta: 0:20:00 lr: 0.001787 loss: 0.1816 (0.1894) loss_rec_all: 0.2080 (0.2154) loss_rec_sfr: 0.2528 (0.2729) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [03:41:56.046253] Epoch: [296] [1340/2904] eta: 0:19:45 lr: 0.001787 loss: 0.1795 (0.1893) loss_rec_all: 0.2051 (0.2153) loss_rec_sfr: 0.2591 (0.2730) loss_cl: -0.2796 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [03:42:10.965139] Epoch: [296] [1360/2904] eta: 0:19:30 lr: 0.001786 loss: 0.1848 (0.1895) loss_rec_all: 0.2107 (0.2155) loss_rec_sfr: 0.2664 (0.2735) loss_cl: -0.2801 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [03:42:25.879024] Epoch: [296] [1380/2904] eta: 0:19:14 lr: 0.001786 loss: 0.1842 (0.1895) loss_rec_all: 0.2103 (0.2155) loss_rec_sfr: 0.2580 (0.2735) loss_cl: -0.2789 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [03:42:40.789785] Epoch: [296] [1400/2904] eta: 0:18:59 lr: 0.001786 loss: 0.1930 (0.1897) loss_rec_all: 0.2190 (0.2156) loss_rec_sfr: 0.2609 (0.2737) loss_cl: -0.2783 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [03:42:55.702779] Epoch: [296] [1420/2904] eta: 0:18:43 lr: 0.001786 loss: 0.1814 (0.1897) loss_rec_all: 0.2075 (0.2157) loss_rec_sfr: 0.2596 (0.2739) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [03:43:10.620593] Epoch: [296] [1440/2904] eta: 0:18:28 lr: 0.001786 loss: 0.1802 (0.1897) loss_rec_all: 0.2064 (0.2157) loss_rec_sfr: 0.2477 (0.2738) loss_cl: -0.2780 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [03:43:25.545170] Epoch: [296] [1460/2904] eta: 0:18:13 lr: 0.001786 loss: 0.1828 (0.1898) loss_rec_all: 0.2092 (0.2158) loss_rec_sfr: 0.2679 (0.2739) loss_cl: -0.2793 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [03:43:40.460791] Epoch: [296] [1480/2904] eta: 0:17:57 lr: 0.001786 loss: 0.1800 (0.1898) loss_rec_all: 0.2061 (0.2158) loss_rec_sfr: 0.2682 (0.2740) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [03:43:55.382329] Epoch: [296] [1500/2904] eta: 0:17:42 lr: 0.001786 loss: 0.1798 (0.1899) loss_rec_all: 0.2059 (0.2158) loss_rec_sfr: 0.2647 (0.2743) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [03:44:10.303309] Epoch: [296] [1520/2904] eta: 0:17:27 lr: 0.001786 loss: 0.1802 (0.1898) loss_rec_all: 0.2061 (0.2158) loss_rec_sfr: 0.2601 (0.2741) loss_cl: -0.2783 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [03:44:25.224772] Epoch: [296] [1540/2904] eta: 0:17:11 lr: 0.001786 loss: 0.1823 (0.1898) loss_rec_all: 0.2086 (0.2157) loss_rec_sfr: 0.2571 (0.2740) loss_cl: -0.2792 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [03:44:40.141646] Epoch: [296] [1560/2904] eta: 0:16:56 lr: 0.001786 loss: 0.1782 (0.1897) loss_rec_all: 0.2042 (0.2157) loss_rec_sfr: 0.2280 (0.2737) loss_cl: -0.2799 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [03:44:55.060056] Epoch: [296] [1580/2904] eta: 0:16:41 lr: 0.001786 loss: 0.1804 (0.1897) loss_rec_all: 0.2064 (0.2156) loss_rec_sfr: 0.2609 (0.2736) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [03:45:09.979691] Epoch: [296] [1600/2904] eta: 0:16:25 lr: 0.001786 loss: 0.1811 (0.1897) loss_rec_all: 0.2074 (0.2157) loss_rec_sfr: 0.2692 (0.2739) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [03:45:24.899334] Epoch: [296] [1620/2904] eta: 0:16:10 lr: 0.001786 loss: 0.1807 (0.1897) loss_rec_all: 0.2070 (0.2156) loss_rec_sfr: 0.2712 (0.2739) loss_cl: -0.2783 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [03:45:39.821050] Epoch: [296] [1640/2904] eta: 0:15:55 lr: 0.001786 loss: 0.1823 (0.1897) loss_rec_all: 0.2083 (0.2157) loss_rec_sfr: 0.2567 (0.2739) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [03:45:54.740901] Epoch: [296] [1660/2904] eta: 0:15:40 lr: 0.001786 loss: 0.1805 (0.1897) loss_rec_all: 0.2066 (0.2157) loss_rec_sfr: 0.2663 (0.2740) loss_cl: -0.2792 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [03:46:09.665481] Epoch: [296] [1680/2904] eta: 0:15:24 lr: 0.001786 loss: 0.1771 (0.1896) loss_rec_all: 0.2035 (0.2156) loss_rec_sfr: 0.2627 (0.2738) loss_cl: -0.2788 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [03:46:24.602638] Epoch: [296] [1700/2904] eta: 0:15:09 lr: 0.001786 loss: 0.1795 (0.1897) loss_rec_all: 0.2056 (0.2156) loss_rec_sfr: 0.2613 (0.2738) loss_cl: -0.2786 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [03:46:39.524352] Epoch: [296] [1720/2904] eta: 0:14:54 lr: 0.001786 loss: 0.1846 (0.1897) loss_rec_all: 0.2106 (0.2157) loss_rec_sfr: 0.2598 (0.2739) loss_cl: -0.2792 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [03:46:54.452619] Epoch: [296] [1740/2904] eta: 0:14:39 lr: 0.001786 loss: 0.1812 (0.1897) loss_rec_all: 0.2071 (0.2156) loss_rec_sfr: 0.2580 (0.2740) loss_cl: -0.2794 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [03:47:09.388496] Epoch: [296] [1760/2904] eta: 0:14:23 lr: 0.001786 loss: 0.1851 (0.1898) loss_rec_all: 0.2110 (0.2157) loss_rec_sfr: 0.2666 (0.2743) loss_cl: -0.2787 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [03:47:24.314909] Epoch: [296] [1780/2904] eta: 0:14:08 lr: 0.001786 loss: 0.1829 (0.1899) loss_rec_all: 0.2088 (0.2158) loss_rec_sfr: 0.2614 (0.2746) loss_cl: -0.2784 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [03:47:39.238752] Epoch: [296] [1800/2904] eta: 0:13:53 lr: 0.001786 loss: 0.1790 (0.1899) loss_rec_all: 0.2053 (0.2159) loss_rec_sfr: 0.2567 (0.2747) loss_cl: -0.2786 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [03:47:54.155982] Epoch: [296] [1820/2904] eta: 0:13:38 lr: 0.001786 loss: 0.1795 (0.1898) loss_rec_all: 0.2057 (0.2158) loss_rec_sfr: 0.2500 (0.2744) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [03:48:09.069100] Epoch: [296] [1840/2904] eta: 0:13:23 lr: 0.001786 loss: 0.1820 (0.1899) loss_rec_all: 0.2083 (0.2158) loss_rec_sfr: 0.2669 (0.2748) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [03:48:23.980443] Epoch: [296] [1860/2904] eta: 0:13:07 lr: 0.001786 loss: 0.1856 (0.1900) loss_rec_all: 0.2118 (0.2159) loss_rec_sfr: 0.2600 (0.2750) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [03:48:38.894897] Epoch: [296] [1880/2904] eta: 0:12:52 lr: 0.001786 loss: 0.1807 (0.1899) loss_rec_all: 0.2069 (0.2159) loss_rec_sfr: 0.2580 (0.2749) loss_cl: -0.2782 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [03:48:53.813128] Epoch: [296] [1900/2904] eta: 0:12:37 lr: 0.001786 loss: 0.1804 (0.1900) loss_rec_all: 0.2066 (0.2159) loss_rec_sfr: 0.2678 (0.2752) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [03:49:08.734210] Epoch: [296] [1920/2904] eta: 0:12:22 lr: 0.001786 loss: 0.1800 (0.1900) loss_rec_all: 0.2065 (0.2159) loss_rec_sfr: 0.2554 (0.2751) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [03:49:23.651457] Epoch: [296] [1940/2904] eta: 0:12:07 lr: 0.001786 loss: 0.1783 (0.1900) loss_rec_all: 0.2049 (0.2159) loss_rec_sfr: 0.2578 (0.2751) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [03:49:38.569428] Epoch: [296] [1960/2904] eta: 0:11:51 lr: 0.001786 loss: 0.1802 (0.1899) loss_rec_all: 0.2066 (0.2159) loss_rec_sfr: 0.2243 (0.2749) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [03:49:53.482177] Epoch: [296] [1980/2904] eta: 0:11:36 lr: 0.001786 loss: 0.1755 (0.1900) loss_rec_all: 0.2021 (0.2159) loss_rec_sfr: 0.2592 (0.2750) loss_cl: -0.2795 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [03:50:08.400162] Epoch: [296] [2000/2904] eta: 0:11:21 lr: 0.001786 loss: 0.1809 (0.1900) loss_rec_all: 0.2070 (0.2160) loss_rec_sfr: 0.2623 (0.2752) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [03:50:23.318024] Epoch: [296] [2020/2904] eta: 0:11:06 lr: 0.001785 loss: 0.1759 (0.1901) loss_rec_all: 0.2025 (0.2160) loss_rec_sfr: 0.2615 (0.2754) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [03:50:38.248830] Epoch: [296] [2040/2904] eta: 0:10:51 lr: 0.001785 loss: 0.1843 (0.1901) loss_rec_all: 0.2111 (0.2161) loss_rec_sfr: 0.2650 (0.2756) loss_cl: -0.2788 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [03:50:53.164628] Epoch: [296] [2060/2904] eta: 0:10:36 lr: 0.001785 loss: 0.1798 (0.1901) loss_rec_all: 0.2057 (0.2161) loss_rec_sfr: 0.2597 (0.2756) loss_cl: -0.2795 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [03:51:08.083153] Epoch: [296] [2080/2904] eta: 0:10:21 lr: 0.001785 loss: 0.1827 (0.1901) loss_rec_all: 0.2088 (0.2161) loss_rec_sfr: 0.2532 (0.2756) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [03:51:23.002736] Epoch: [296] [2100/2904] eta: 0:10:05 lr: 0.001785 loss: 0.1834 (0.1901) loss_rec_all: 0.2094 (0.2161) loss_rec_sfr: 0.2597 (0.2755) loss_cl: -0.2780 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [03:51:37.918439] Epoch: [296] [2120/2904] eta: 0:09:50 lr: 0.001785 loss: 0.1873 (0.1902) loss_rec_all: 0.2132 (0.2161) loss_rec_sfr: 0.2579 (0.2756) loss_cl: -0.2782 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [03:51:52.841237] Epoch: [296] [2140/2904] eta: 0:09:35 lr: 0.001785 loss: 0.1794 (0.1901) loss_rec_all: 0.2057 (0.2160) loss_rec_sfr: 0.2566 (0.2753) loss_cl: -0.2794 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [03:52:07.754285] Epoch: [296] [2160/2904] eta: 0:09:20 lr: 0.001785 loss: 0.1805 (0.1901) loss_rec_all: 0.2070 (0.2161) loss_rec_sfr: 0.2694 (0.2755) loss_cl: -0.2797 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [03:52:22.662071] Epoch: [296] [2180/2904] eta: 0:09:05 lr: 0.001785 loss: 0.1802 (0.1901) loss_rec_all: 0.2063 (0.2161) loss_rec_sfr: 0.2647 (0.2756) loss_cl: -0.2796 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [03:52:37.572952] Epoch: [296] [2200/2904] eta: 0:08:50 lr: 0.001785 loss: 0.1847 (0.1902) loss_rec_all: 0.2108 (0.2161) loss_rec_sfr: 0.2330 (0.2757) loss_cl: -0.2793 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [03:52:52.486865] Epoch: [296] [2220/2904] eta: 0:08:35 lr: 0.001785 loss: 0.1775 (0.1901) loss_rec_all: 0.2039 (0.2161) loss_rec_sfr: 0.2601 (0.2755) loss_cl: -0.2793 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [03:53:07.401026] Epoch: [296] [2240/2904] eta: 0:08:20 lr: 0.001785 loss: 0.1798 (0.1901) loss_rec_all: 0.2059 (0.2161) loss_rec_sfr: 0.2644 (0.2755) loss_cl: -0.2788 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [03:53:22.313934] Epoch: [296] [2260/2904] eta: 0:08:04 lr: 0.001785 loss: 0.1826 (0.1902) loss_rec_all: 0.2089 (0.2161) loss_rec_sfr: 0.2603 (0.2757) loss_cl: -0.2794 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [03:53:37.226980] Epoch: [296] [2280/2904] eta: 0:07:49 lr: 0.001785 loss: 0.1815 (0.1902) loss_rec_all: 0.2077 (0.2162) loss_rec_sfr: 0.2460 (0.2757) loss_cl: -0.2785 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [03:53:52.139727] Epoch: [296] [2300/2904] eta: 0:07:34 lr: 0.001785 loss: 0.1826 (0.1903) loss_rec_all: 0.2091 (0.2162) loss_rec_sfr: 0.2658 (0.2759) loss_cl: -0.2792 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [03:54:07.058124] Epoch: [296] [2320/2904] eta: 0:07:19 lr: 0.001785 loss: 0.1813 (0.1903) loss_rec_all: 0.2073 (0.2162) loss_rec_sfr: 0.2389 (0.2758) loss_cl: -0.2781 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [03:54:21.977954] Epoch: [296] [2340/2904] eta: 0:07:04 lr: 0.001785 loss: 0.1874 (0.1903) loss_rec_all: 0.2134 (0.2163) loss_rec_sfr: 0.2679 (0.2759) loss_cl: -0.2792 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [03:54:36.912846] Epoch: [296] [2360/2904] eta: 0:06:49 lr: 0.001785 loss: 0.1818 (0.1903) loss_rec_all: 0.2078 (0.2163) loss_rec_sfr: 0.2638 (0.2759) loss_cl: -0.2793 (-0.2789) time: 0.7467 data: 0.0002 max mem: 29860 [03:54:51.840783] Epoch: [296] [2380/2904] eta: 0:06:34 lr: 0.001785 loss: 0.1848 (0.1903) loss_rec_all: 0.2111 (0.2163) loss_rec_sfr: 0.2605 (0.2758) loss_cl: -0.2794 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [03:55:06.762606] Epoch: [296] [2400/2904] eta: 0:06:19 lr: 0.001785 loss: 0.1814 (0.1903) loss_rec_all: 0.2076 (0.2162) loss_rec_sfr: 0.2600 (0.2757) loss_cl: -0.2797 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [03:55:21.691622] Epoch: [296] [2420/2904] eta: 0:06:04 lr: 0.001785 loss: 0.1809 (0.1903) loss_rec_all: 0.2071 (0.2163) loss_rec_sfr: 0.2640 (0.2758) loss_cl: -0.2787 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [03:55:36.612380] Epoch: [296] [2440/2904] eta: 0:05:49 lr: 0.001785 loss: 0.1834 (0.1903) loss_rec_all: 0.2095 (0.2162) loss_rec_sfr: 0.2616 (0.2757) loss_cl: -0.2792 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [03:55:51.528082] Epoch: [296] [2460/2904] eta: 0:05:34 lr: 0.001785 loss: 0.1799 (0.1903) loss_rec_all: 0.2058 (0.2162) loss_rec_sfr: 0.2666 (0.2757) loss_cl: -0.2789 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [03:56:06.438044] Epoch: [296] [2480/2904] eta: 0:05:19 lr: 0.001785 loss: 0.1862 (0.1903) loss_rec_all: 0.2121 (0.2163) loss_rec_sfr: 0.2615 (0.2758) loss_cl: -0.2783 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [03:56:21.349268] Epoch: [296] [2500/2904] eta: 0:05:03 lr: 0.001785 loss: 0.1819 (0.1903) loss_rec_all: 0.2084 (0.2163) loss_rec_sfr: 0.2626 (0.2759) loss_cl: -0.2777 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [03:56:36.268253] Epoch: [296] [2520/2904] eta: 0:04:48 lr: 0.001785 loss: 0.1820 (0.1904) loss_rec_all: 0.2085 (0.2163) loss_rec_sfr: 0.2228 (0.2758) loss_cl: -0.2786 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [03:56:51.184094] Epoch: [296] [2540/2904] eta: 0:04:33 lr: 0.001785 loss: 0.1811 (0.1903) loss_rec_all: 0.2071 (0.2163) loss_rec_sfr: 0.2639 (0.2758) loss_cl: -0.2791 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [03:57:06.098128] Epoch: [296] [2560/2904] eta: 0:04:18 lr: 0.001785 loss: 0.1943 (0.1904) loss_rec_all: 0.2205 (0.2164) loss_rec_sfr: 0.2675 (0.2761) loss_cl: -0.2790 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [03:57:21.010533] Epoch: [296] [2580/2904] eta: 0:04:03 lr: 0.001785 loss: 0.1821 (0.1905) loss_rec_all: 0.2088 (0.2164) loss_rec_sfr: 0.2652 (0.2763) loss_cl: -0.2788 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [03:57:35.922457] Epoch: [296] [2600/2904] eta: 0:03:48 lr: 0.001785 loss: 0.1894 (0.1906) loss_rec_all: 0.2154 (0.2165) loss_rec_sfr: 0.2632 (0.2764) loss_cl: -0.2782 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [03:57:50.842990] Epoch: [296] [2620/2904] eta: 0:03:33 lr: 0.001785 loss: 0.1866 (0.1906) loss_rec_all: 0.2125 (0.2166) loss_rec_sfr: 0.2711 (0.2767) loss_cl: -0.2783 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [03:58:05.765684] Epoch: [296] [2640/2904] eta: 0:03:18 lr: 0.001785 loss: 0.1826 (0.1906) loss_rec_all: 0.2090 (0.2166) loss_rec_sfr: 0.2558 (0.2766) loss_cl: -0.2788 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [03:58:20.683599] Epoch: [296] [2660/2904] eta: 0:03:03 lr: 0.001785 loss: 0.1810 (0.1906) loss_rec_all: 0.2068 (0.2166) loss_rec_sfr: 0.2643 (0.2767) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [03:58:35.607688] Epoch: [296] [2680/2904] eta: 0:02:48 lr: 0.001785 loss: 0.1809 (0.1906) loss_rec_all: 0.2067 (0.2166) loss_rec_sfr: 0.2675 (0.2767) loss_cl: -0.2783 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [03:58:50.535741] Epoch: [296] [2700/2904] eta: 0:02:33 lr: 0.001784 loss: 0.1786 (0.1906) loss_rec_all: 0.2050 (0.2166) loss_rec_sfr: 0.2558 (0.2767) loss_cl: -0.2784 (-0.2788) time: 0.7463 data: 0.0003 max mem: 29860 [03:59:05.460395] Epoch: [296] [2720/2904] eta: 0:02:18 lr: 0.001784 loss: 0.1806 (0.1906) loss_rec_all: 0.2070 (0.2166) loss_rec_sfr: 0.2595 (0.2767) loss_cl: -0.2789 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [03:59:20.384492] Epoch: [296] [2740/2904] eta: 0:02:03 lr: 0.001784 loss: 0.1816 (0.1906) loss_rec_all: 0.2078 (0.2166) loss_rec_sfr: 0.2599 (0.2767) loss_cl: -0.2799 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [03:59:35.312588] Epoch: [296] [2760/2904] eta: 0:01:48 lr: 0.001784 loss: 0.1810 (0.1906) loss_rec_all: 0.2068 (0.2165) loss_rec_sfr: 0.2558 (0.2766) loss_cl: -0.2787 (-0.2788) time: 0.7463 data: 0.0003 max mem: 29860 [03:59:50.235961] Epoch: [296] [2780/2904] eta: 0:01:33 lr: 0.001784 loss: 0.1797 (0.1906) loss_rec_all: 0.2062 (0.2166) loss_rec_sfr: 0.2256 (0.2766) loss_cl: -0.2792 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [04:00:05.155415] Epoch: [296] [2800/2904] eta: 0:01:18 lr: 0.001784 loss: 0.1848 (0.1906) loss_rec_all: 0.2110 (0.2166) loss_rec_sfr: 0.2730 (0.2768) loss_cl: -0.2783 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [04:00:20.082328] Epoch: [296] [2820/2904] eta: 0:01:03 lr: 0.001784 loss: 0.1816 (0.1907) loss_rec_all: 0.2076 (0.2166) loss_rec_sfr: 0.2698 (0.2770) loss_cl: -0.2791 (-0.2788) time: 0.7463 data: 0.0003 max mem: 29860 [04:00:35.040609] Epoch: [296] [2840/2904] eta: 0:00:48 lr: 0.001784 loss: 0.1806 (0.1907) loss_rec_all: 0.2067 (0.2166) loss_rec_sfr: 0.2623 (0.2771) loss_cl: -0.2785 (-0.2788) time: 0.7479 data: 0.0028 max mem: 29860 [04:00:49.946314] Epoch: [296] [2860/2904] eta: 0:00:33 lr: 0.001784 loss: 0.1794 (0.1906) loss_rec_all: 0.2055 (0.2166) loss_rec_sfr: 0.2515 (0.2769) loss_cl: -0.2784 (-0.2788) time: 0.7452 data: 0.0001 max mem: 29860 [04:01:04.847543] Epoch: [296] [2880/2904] eta: 0:00:18 lr: 0.001784 loss: 0.1774 (0.1906) loss_rec_all: 0.2036 (0.2166) loss_rec_sfr: 0.2581 (0.2769) loss_cl: -0.2787 (-0.2788) time: 0.7450 data: 0.0001 max mem: 29860 [04:01:19.751696] Epoch: [296] [2900/2904] eta: 0:00:03 lr: 0.001784 loss: 0.1832 (0.1906) loss_rec_all: 0.2090 (0.2166) loss_rec_sfr: 0.2658 (0.2768) loss_cl: -0.2789 (-0.2788) time: 0.7452 data: 0.0001 max mem: 29860 [04:01:21.993668] Epoch: [296] [2903/2904] eta: 0:00:00 lr: 0.001784 loss: 0.1832 (0.1906) loss_rec_all: 0.2090 (0.2166) loss_rec_sfr: 0.2655 (0.2768) loss_cl: -0.2791 (-0.2788) time: 0.7452 data: 0.0001 max mem: 29860 [04:01:24.149382] Epoch: [296] Total time: 0:36:24 (0.7523 s / it) [04:01:24.220323] Averaged stats: lr: 0.001784 loss: 0.1832 (0.1935) loss_rec_all: 0.2090 (0.2171) loss_rec_sfr: 0.2655 (0.2792) loss_cl: -0.2791 (-0.2556) [04:01:24.225044] log_dir: ./checkpoint/VF2_ViT-B [04:01:41.103476] Epoch: [297] [ 0/2904] eta: 13:36:52 lr: 0.001784 loss: 0.1920 (0.1920) loss_rec_all: 0.2180 (0.2180) loss_rec_sfr: 0.2631 (0.2631) loss_cl: -0.2783 (-0.2783) time: 16.8777 data: 12.7396 max mem: 29860 [04:01:55.992508] Epoch: [297] [ 20/2904] eta: 1:12:42 lr: 0.001784 loss: 0.1801 (0.1815) loss_rec_all: 0.2058 (0.2076) loss_rec_sfr: 0.2626 (0.2432) loss_cl: -0.2786 (-0.2784) time: 0.7444 data: 0.0003 max mem: 29860 [04:02:10.872468] Epoch: [297] [ 40/2904] eta: 0:54:18 lr: 0.001784 loss: 0.1791 (0.1830) loss_rec_all: 0.2050 (0.2091) loss_rec_sfr: 0.2542 (0.2512) loss_cl: -0.2792 (-0.2787) time: 0.7439 data: 0.0003 max mem: 29860 [04:02:25.760318] Epoch: [297] [ 60/2904] eta: 0:47:48 lr: 0.001784 loss: 0.1824 (0.1843) loss_rec_all: 0.2084 (0.2104) loss_rec_sfr: 0.2678 (0.2552) loss_cl: -0.2797 (-0.2789) time: 0.7443 data: 0.0004 max mem: 29860 [04:02:40.654211] Epoch: [297] [ 80/2904] eta: 0:44:24 lr: 0.001784 loss: 0.1809 (0.1868) loss_rec_all: 0.2076 (0.2129) loss_rec_sfr: 0.2576 (0.2615) loss_cl: -0.2791 (-0.2790) time: 0.7446 data: 0.0004 max mem: 29860 [04:02:55.565775] Epoch: [297] [ 100/2904] eta: 0:42:15 lr: 0.001784 loss: 0.1790 (0.1883) loss_rec_all: 0.2053 (0.2143) loss_rec_sfr: 0.2608 (0.2680) loss_cl: -0.2788 (-0.2789) time: 0.7455 data: 0.0003 max mem: 29860 [04:03:10.489224] Epoch: [297] [ 120/2904] eta: 0:40:44 lr: 0.001784 loss: 0.1819 (0.1893) loss_rec_all: 0.2081 (0.2153) loss_rec_sfr: 0.2670 (0.2703) loss_cl: -0.2792 (-0.2789) time: 0.7461 data: 0.0003 max mem: 29860 [04:03:25.417905] Epoch: [297] [ 140/2904] eta: 0:39:35 lr: 0.001784 loss: 0.1834 (0.1914) loss_rec_all: 0.2097 (0.2174) loss_rec_sfr: 0.2711 (0.2777) loss_cl: -0.2788 (-0.2790) time: 0.7464 data: 0.0002 max mem: 29860 [04:03:40.376239] Epoch: [297] [ 160/2904] eta: 0:38:40 lr: 0.001784 loss: 0.1790 (0.1911) loss_rec_all: 0.2051 (0.2170) loss_rec_sfr: 0.2518 (0.2768) loss_cl: -0.2789 (-0.2789) time: 0.7479 data: 0.0003 max mem: 29860 [04:03:55.300592] Epoch: [297] [ 180/2904] eta: 0:37:53 lr: 0.001784 loss: 0.1824 (0.1919) loss_rec_all: 0.2087 (0.2179) loss_rec_sfr: 0.2708 (0.2804) loss_cl: -0.2779 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [04:04:10.264674] Epoch: [297] [ 200/2904] eta: 0:37:13 lr: 0.001784 loss: 0.1805 (0.1922) loss_rec_all: 0.2066 (0.2181) loss_rec_sfr: 0.2623 (0.2815) loss_cl: -0.2780 (-0.2788) time: 0.7482 data: 0.0003 max mem: 29860 [04:04:25.184677] Epoch: [297] [ 220/2904] eta: 0:36:37 lr: 0.001784 loss: 0.1841 (0.1926) loss_rec_all: 0.2096 (0.2185) loss_rec_sfr: 0.2603 (0.2835) loss_cl: -0.2795 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [04:04:40.111890] Epoch: [297] [ 240/2904] eta: 0:36:05 lr: 0.001784 loss: 0.1794 (0.1918) loss_rec_all: 0.2055 (0.2178) loss_rec_sfr: 0.2599 (0.2810) loss_cl: -0.2804 (-0.2789) time: 0.7463 data: 0.0003 max mem: 29860 [04:04:55.031709] Epoch: [297] [ 260/2904] eta: 0:35:35 lr: 0.001784 loss: 0.1845 (0.1928) loss_rec_all: 0.2110 (0.2187) loss_rec_sfr: 0.2738 (0.2842) loss_cl: -0.2791 (-0.2789) time: 0.7459 data: 0.0003 max mem: 29860 [04:05:09.969852] Epoch: [297] [ 280/2904] eta: 0:35:07 lr: 0.001784 loss: 0.1828 (0.1936) loss_rec_all: 0.2089 (0.2195) loss_rec_sfr: 0.2640 (0.2863) loss_cl: -0.2786 (-0.2789) time: 0.7469 data: 0.0003 max mem: 29860 [04:05:24.887024] Epoch: [297] [ 300/2904] eta: 0:34:41 lr: 0.001784 loss: 0.1815 (0.1933) loss_rec_all: 0.2078 (0.2192) loss_rec_sfr: 0.2568 (0.2857) loss_cl: -0.2790 (-0.2789) time: 0.7458 data: 0.0003 max mem: 29860 [04:05:39.937080] Epoch: [297] [ 320/2904] eta: 0:34:18 lr: 0.001784 loss: 0.1847 (0.1930) loss_rec_all: 0.2104 (0.2189) loss_rec_sfr: 0.2591 (0.2845) loss_cl: -0.2783 (-0.2789) time: 0.7525 data: 0.0003 max mem: 29860 [04:05:54.853019] Epoch: [297] [ 340/2904] eta: 0:33:54 lr: 0.001784 loss: 0.1855 (0.1933) loss_rec_all: 0.2113 (0.2191) loss_rec_sfr: 0.2723 (0.2852) loss_cl: -0.2783 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [04:06:09.774206] Epoch: [297] [ 360/2904] eta: 0:33:32 lr: 0.001784 loss: 0.1804 (0.1928) loss_rec_all: 0.2064 (0.2187) loss_rec_sfr: 0.2640 (0.2843) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [04:06:24.687445] Epoch: [297] [ 380/2904] eta: 0:33:10 lr: 0.001784 loss: 0.1817 (0.1930) loss_rec_all: 0.2081 (0.2189) loss_rec_sfr: 0.2649 (0.2852) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [04:06:39.597692] Epoch: [297] [ 400/2904] eta: 0:32:49 lr: 0.001784 loss: 0.1794 (0.1928) loss_rec_all: 0.2054 (0.2186) loss_rec_sfr: 0.2590 (0.2842) loss_cl: -0.2787 (-0.2788) time: 0.7454 data: 0.0004 max mem: 29860 [04:06:54.523973] Epoch: [297] [ 420/2904] eta: 0:32:28 lr: 0.001784 loss: 0.1806 (0.1924) loss_rec_all: 0.2069 (0.2183) loss_rec_sfr: 0.2521 (0.2832) loss_cl: -0.2788 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [04:07:09.433635] Epoch: [297] [ 440/2904] eta: 0:32:08 lr: 0.001784 loss: 0.1856 (0.1928) loss_rec_all: 0.2116 (0.2187) loss_rec_sfr: 0.2693 (0.2847) loss_cl: -0.2792 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [04:07:24.346070] Epoch: [297] [ 460/2904] eta: 0:31:49 lr: 0.001783 loss: 0.1788 (0.1924) loss_rec_all: 0.2053 (0.2183) loss_rec_sfr: 0.2547 (0.2832) loss_cl: -0.2798 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [04:07:39.252880] Epoch: [297] [ 480/2904] eta: 0:31:29 lr: 0.001783 loss: 0.1802 (0.1922) loss_rec_all: 0.2061 (0.2181) loss_rec_sfr: 0.2634 (0.2832) loss_cl: -0.2788 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [04:07:54.148651] Epoch: [297] [ 500/2904] eta: 0:31:10 lr: 0.001783 loss: 0.1804 (0.1919) loss_rec_all: 0.2063 (0.2178) loss_rec_sfr: 0.2592 (0.2821) loss_cl: -0.2784 (-0.2788) time: 0.7447 data: 0.0002 max mem: 29860 [04:08:09.052730] Epoch: [297] [ 520/2904] eta: 0:30:52 lr: 0.001783 loss: 0.1885 (0.1921) loss_rec_all: 0.2147 (0.2180) loss_rec_sfr: 0.2617 (0.2829) loss_cl: -0.2795 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [04:08:23.958163] Epoch: [297] [ 540/2904] eta: 0:30:33 lr: 0.001783 loss: 0.1822 (0.1921) loss_rec_all: 0.2086 (0.2180) loss_rec_sfr: 0.2511 (0.2822) loss_cl: -0.2787 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [04:08:38.860730] Epoch: [297] [ 560/2904] eta: 0:30:15 lr: 0.001783 loss: 0.1789 (0.1922) loss_rec_all: 0.2049 (0.2181) loss_rec_sfr: 0.2544 (0.2824) loss_cl: -0.2782 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [04:08:53.764460] Epoch: [297] [ 580/2904] eta: 0:29:58 lr: 0.001783 loss: 0.1771 (0.1920) loss_rec_all: 0.2037 (0.2179) loss_rec_sfr: 0.2554 (0.2817) loss_cl: -0.2790 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [04:09:08.665855] Epoch: [297] [ 600/2904] eta: 0:29:40 lr: 0.001783 loss: 0.1790 (0.1919) loss_rec_all: 0.2051 (0.2178) loss_rec_sfr: 0.2608 (0.2817) loss_cl: -0.2787 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [04:09:23.567734] Epoch: [297] [ 620/2904] eta: 0:29:22 lr: 0.001783 loss: 0.1790 (0.1916) loss_rec_all: 0.2051 (0.2176) loss_rec_sfr: 0.2580 (0.2811) loss_cl: -0.2787 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [04:09:38.471043] Epoch: [297] [ 640/2904] eta: 0:29:05 lr: 0.001783 loss: 0.1790 (0.1915) loss_rec_all: 0.2051 (0.2174) loss_rec_sfr: 0.2607 (0.2806) loss_cl: -0.2780 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [04:09:53.374358] Epoch: [297] [ 660/2904] eta: 0:28:48 lr: 0.001783 loss: 0.1794 (0.1913) loss_rec_all: 0.2056 (0.2173) loss_rec_sfr: 0.2672 (0.2803) loss_cl: -0.2795 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [04:10:08.274182] Epoch: [297] [ 680/2904] eta: 0:28:31 lr: 0.001783 loss: 0.1868 (0.1914) loss_rec_all: 0.2128 (0.2174) loss_rec_sfr: 0.2648 (0.2804) loss_cl: -0.2795 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [04:10:23.175470] Epoch: [297] [ 700/2904] eta: 0:28:14 lr: 0.001783 loss: 0.1811 (0.1912) loss_rec_all: 0.2073 (0.2171) loss_rec_sfr: 0.2344 (0.2795) loss_cl: -0.2800 (-0.2789) time: 0.7450 data: 0.0002 max mem: 29860 [04:10:38.080783] Epoch: [297] [ 720/2904] eta: 0:27:57 lr: 0.001783 loss: 0.1786 (0.1912) loss_rec_all: 0.2047 (0.2171) loss_rec_sfr: 0.2618 (0.2794) loss_cl: -0.2785 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [04:10:52.987972] Epoch: [297] [ 740/2904] eta: 0:27:40 lr: 0.001783 loss: 0.1798 (0.1911) loss_rec_all: 0.2061 (0.2170) loss_rec_sfr: 0.2614 (0.2795) loss_cl: -0.2784 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [04:11:07.888321] Epoch: [297] [ 760/2904] eta: 0:27:24 lr: 0.001783 loss: 0.1844 (0.1913) loss_rec_all: 0.2103 (0.2172) loss_rec_sfr: 0.2676 (0.2804) loss_cl: -0.2787 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [04:11:22.798286] Epoch: [297] [ 780/2904] eta: 0:27:07 lr: 0.001783 loss: 0.1830 (0.1917) loss_rec_all: 0.2092 (0.2176) loss_rec_sfr: 0.2727 (0.2816) loss_cl: -0.2792 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [04:11:37.705170] Epoch: [297] [ 800/2904] eta: 0:26:51 lr: 0.001783 loss: 0.1829 (0.1917) loss_rec_all: 0.2093 (0.2176) loss_rec_sfr: 0.2619 (0.2815) loss_cl: -0.2791 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [04:11:52.616648] Epoch: [297] [ 820/2904] eta: 0:26:34 lr: 0.001783 loss: 0.1797 (0.1916) loss_rec_all: 0.2058 (0.2175) loss_rec_sfr: 0.2637 (0.2814) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [04:12:07.518553] Epoch: [297] [ 840/2904] eta: 0:26:18 lr: 0.001783 loss: 0.1788 (0.1916) loss_rec_all: 0.2054 (0.2175) loss_rec_sfr: 0.2603 (0.2815) loss_cl: -0.2782 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [04:12:22.426023] Epoch: [297] [ 860/2904] eta: 0:26:02 lr: 0.001783 loss: 0.1814 (0.1915) loss_rec_all: 0.2073 (0.2174) loss_rec_sfr: 0.2628 (0.2811) loss_cl: -0.2789 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [04:12:37.337386] Epoch: [297] [ 880/2904] eta: 0:25:46 lr: 0.001783 loss: 0.1845 (0.1916) loss_rec_all: 0.2106 (0.2175) loss_rec_sfr: 0.2627 (0.2814) loss_cl: -0.2794 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [04:12:52.249753] Epoch: [297] [ 900/2904] eta: 0:25:30 lr: 0.001783 loss: 0.1805 (0.1916) loss_rec_all: 0.2066 (0.2175) loss_rec_sfr: 0.2629 (0.2815) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [04:13:07.164673] Epoch: [297] [ 920/2904] eta: 0:25:14 lr: 0.001783 loss: 0.1848 (0.1918) loss_rec_all: 0.2108 (0.2177) loss_rec_sfr: 0.2590 (0.2818) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [04:13:22.093759] Epoch: [297] [ 940/2904] eta: 0:24:58 lr: 0.001783 loss: 0.1790 (0.1916) loss_rec_all: 0.2055 (0.2175) loss_rec_sfr: 0.2464 (0.2814) loss_cl: -0.2787 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [04:13:36.988443] Epoch: [297] [ 960/2904] eta: 0:24:42 lr: 0.001783 loss: 0.1858 (0.1917) loss_rec_all: 0.2117 (0.2176) loss_rec_sfr: 0.2664 (0.2815) loss_cl: -0.2786 (-0.2788) time: 0.7447 data: 0.0002 max mem: 29860 [04:13:51.899429] Epoch: [297] [ 980/2904] eta: 0:24:26 lr: 0.001783 loss: 0.1886 (0.1917) loss_rec_all: 0.2146 (0.2176) loss_rec_sfr: 0.2644 (0.2818) loss_cl: -0.2781 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [04:14:06.801602] Epoch: [297] [1000/2904] eta: 0:24:10 lr: 0.001783 loss: 0.1837 (0.1918) loss_rec_all: 0.2098 (0.2177) loss_rec_sfr: 0.2665 (0.2821) loss_cl: -0.2785 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [04:14:21.718219] Epoch: [297] [1020/2904] eta: 0:23:54 lr: 0.001783 loss: 0.1821 (0.1918) loss_rec_all: 0.2081 (0.2177) loss_rec_sfr: 0.2634 (0.2820) loss_cl: -0.2783 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [04:14:36.627914] Epoch: [297] [1040/2904] eta: 0:23:38 lr: 0.001783 loss: 0.1833 (0.1918) loss_rec_all: 0.2095 (0.2177) loss_rec_sfr: 0.2566 (0.2822) loss_cl: -0.2788 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [04:14:51.535270] Epoch: [297] [1060/2904] eta: 0:23:23 lr: 0.001783 loss: 0.1808 (0.1917) loss_rec_all: 0.2072 (0.2176) loss_rec_sfr: 0.2329 (0.2817) loss_cl: -0.2793 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [04:15:06.465397] Epoch: [297] [1080/2904] eta: 0:23:07 lr: 0.001783 loss: 0.1777 (0.1917) loss_rec_all: 0.2040 (0.2176) loss_rec_sfr: 0.2220 (0.2815) loss_cl: -0.2787 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [04:15:21.384451] Epoch: [297] [1100/2904] eta: 0:22:51 lr: 0.001783 loss: 0.1788 (0.1915) loss_rec_all: 0.2048 (0.2174) loss_rec_sfr: 0.2602 (0.2808) loss_cl: -0.2781 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [04:15:36.312952] Epoch: [297] [1120/2904] eta: 0:22:35 lr: 0.001783 loss: 0.1861 (0.1915) loss_rec_all: 0.2124 (0.2175) loss_rec_sfr: 0.2581 (0.2809) loss_cl: -0.2799 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [04:15:51.229375] Epoch: [297] [1140/2904] eta: 0:22:20 lr: 0.001782 loss: 0.1811 (0.1915) loss_rec_all: 0.2076 (0.2175) loss_rec_sfr: 0.2609 (0.2809) loss_cl: -0.2797 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [04:16:06.147108] Epoch: [297] [1160/2904] eta: 0:22:04 lr: 0.001782 loss: 0.1799 (0.1915) loss_rec_all: 0.2059 (0.2174) loss_rec_sfr: 0.2633 (0.2809) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [04:16:21.067441] Epoch: [297] [1180/2904] eta: 0:21:49 lr: 0.001782 loss: 0.1782 (0.1914) loss_rec_all: 0.2040 (0.2173) loss_rec_sfr: 0.2597 (0.2806) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [04:16:35.974185] Epoch: [297] [1200/2904] eta: 0:21:33 lr: 0.001782 loss: 0.1817 (0.1913) loss_rec_all: 0.2080 (0.2173) loss_rec_sfr: 0.2674 (0.2805) loss_cl: -0.2790 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [04:16:50.881543] Epoch: [297] [1220/2904] eta: 0:21:17 lr: 0.001782 loss: 0.1853 (0.1915) loss_rec_all: 0.2116 (0.2174) loss_rec_sfr: 0.2604 (0.2809) loss_cl: -0.2786 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [04:17:05.801596] Epoch: [297] [1240/2904] eta: 0:21:02 lr: 0.001782 loss: 0.1793 (0.1913) loss_rec_all: 0.2055 (0.2173) loss_rec_sfr: 0.2667 (0.2807) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [04:17:20.721107] Epoch: [297] [1260/2904] eta: 0:20:46 lr: 0.001782 loss: 0.1827 (0.1914) loss_rec_all: 0.2091 (0.2173) loss_rec_sfr: 0.2588 (0.2810) loss_cl: -0.2784 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [04:17:35.638136] Epoch: [297] [1280/2904] eta: 0:20:31 lr: 0.001782 loss: 0.1783 (0.1914) loss_rec_all: 0.2047 (0.2173) loss_rec_sfr: 0.2590 (0.2808) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [04:17:50.554090] Epoch: [297] [1300/2904] eta: 0:20:15 lr: 0.001782 loss: 0.1818 (0.1913) loss_rec_all: 0.2080 (0.2173) loss_rec_sfr: 0.2486 (0.2807) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [04:18:05.475306] Epoch: [297] [1320/2904] eta: 0:20:00 lr: 0.001782 loss: 0.1854 (0.1914) loss_rec_all: 0.2116 (0.2173) loss_rec_sfr: 0.2614 (0.2808) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [04:18:20.409533] Epoch: [297] [1340/2904] eta: 0:19:45 lr: 0.001782 loss: 0.1816 (0.1915) loss_rec_all: 0.2077 (0.2174) loss_rec_sfr: 0.2660 (0.2810) loss_cl: -0.2790 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [04:18:35.336634] Epoch: [297] [1360/2904] eta: 0:19:29 lr: 0.001782 loss: 0.1817 (0.1916) loss_rec_all: 0.2074 (0.2175) loss_rec_sfr: 0.2631 (0.2814) loss_cl: -0.2792 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [04:18:50.249103] Epoch: [297] [1380/2904] eta: 0:19:14 lr: 0.001782 loss: 0.1772 (0.1914) loss_rec_all: 0.2030 (0.2173) loss_rec_sfr: 0.2591 (0.2810) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [04:19:05.157606] Epoch: [297] [1400/2904] eta: 0:18:58 lr: 0.001782 loss: 0.1821 (0.1914) loss_rec_all: 0.2081 (0.2173) loss_rec_sfr: 0.2592 (0.2808) loss_cl: -0.2791 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [04:19:20.074595] Epoch: [297] [1420/2904] eta: 0:18:43 lr: 0.001782 loss: 0.1790 (0.1913) loss_rec_all: 0.2056 (0.2172) loss_rec_sfr: 0.2256 (0.2803) loss_cl: -0.2796 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [04:19:34.984170] Epoch: [297] [1440/2904] eta: 0:18:28 lr: 0.001782 loss: 0.1820 (0.1913) loss_rec_all: 0.2080 (0.2172) loss_rec_sfr: 0.2761 (0.2806) loss_cl: -0.2791 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [04:19:49.888618] Epoch: [297] [1460/2904] eta: 0:18:12 lr: 0.001782 loss: 0.1801 (0.1912) loss_rec_all: 0.2066 (0.2171) loss_rec_sfr: 0.2351 (0.2801) loss_cl: -0.2786 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [04:20:04.797251] Epoch: [297] [1480/2904] eta: 0:17:57 lr: 0.001782 loss: 0.1805 (0.1911) loss_rec_all: 0.2065 (0.2170) loss_rec_sfr: 0.2639 (0.2798) loss_cl: -0.2785 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [04:20:19.719130] Epoch: [297] [1500/2904] eta: 0:17:42 lr: 0.001782 loss: 0.1784 (0.1911) loss_rec_all: 0.2046 (0.2171) loss_rec_sfr: 0.2686 (0.2800) loss_cl: -0.2793 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [04:20:34.654348] Epoch: [297] [1520/2904] eta: 0:17:26 lr: 0.001782 loss: 0.1807 (0.1911) loss_rec_all: 0.2072 (0.2170) loss_rec_sfr: 0.2454 (0.2798) loss_cl: -0.2795 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [04:20:49.581339] Epoch: [297] [1540/2904] eta: 0:17:11 lr: 0.001782 loss: 0.1778 (0.1910) loss_rec_all: 0.2038 (0.2170) loss_rec_sfr: 0.2628 (0.2796) loss_cl: -0.2788 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [04:21:04.498886] Epoch: [297] [1560/2904] eta: 0:16:56 lr: 0.001782 loss: 0.1868 (0.1912) loss_rec_all: 0.2127 (0.2171) loss_rec_sfr: 0.2772 (0.2800) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [04:21:19.416385] Epoch: [297] [1580/2904] eta: 0:16:40 lr: 0.001782 loss: 0.1819 (0.1911) loss_rec_all: 0.2085 (0.2170) loss_rec_sfr: 0.2567 (0.2798) loss_cl: -0.2795 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [04:21:34.330234] Epoch: [297] [1600/2904] eta: 0:16:25 lr: 0.001782 loss: 0.1832 (0.1912) loss_rec_all: 0.2096 (0.2171) loss_rec_sfr: 0.2562 (0.2799) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [04:21:49.240076] Epoch: [297] [1620/2904] eta: 0:16:10 lr: 0.001782 loss: 0.1779 (0.1911) loss_rec_all: 0.2044 (0.2170) loss_rec_sfr: 0.2608 (0.2796) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [04:22:04.148944] Epoch: [297] [1640/2904] eta: 0:15:55 lr: 0.001782 loss: 0.1797 (0.1911) loss_rec_all: 0.2063 (0.2170) loss_rec_sfr: 0.2482 (0.2794) loss_cl: -0.2791 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [04:22:19.060603] Epoch: [297] [1660/2904] eta: 0:15:39 lr: 0.001782 loss: 0.1811 (0.1910) loss_rec_all: 0.2072 (0.2169) loss_rec_sfr: 0.2457 (0.2793) loss_cl: -0.2794 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [04:22:33.969322] Epoch: [297] [1680/2904] eta: 0:15:24 lr: 0.001782 loss: 0.1847 (0.1910) loss_rec_all: 0.2106 (0.2169) loss_rec_sfr: 0.2594 (0.2793) loss_cl: -0.2785 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [04:22:48.876950] Epoch: [297] [1700/2904] eta: 0:15:09 lr: 0.001782 loss: 0.1778 (0.1909) loss_rec_all: 0.2041 (0.2168) loss_rec_sfr: 0.2615 (0.2790) loss_cl: -0.2788 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [04:23:03.790859] Epoch: [297] [1720/2904] eta: 0:14:54 lr: 0.001782 loss: 0.1792 (0.1909) loss_rec_all: 0.2054 (0.2168) loss_rec_sfr: 0.2588 (0.2789) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [04:23:18.695585] Epoch: [297] [1740/2904] eta: 0:14:38 lr: 0.001782 loss: 0.1814 (0.1908) loss_rec_all: 0.2075 (0.2167) loss_rec_sfr: 0.2574 (0.2786) loss_cl: -0.2796 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [04:23:33.607806] Epoch: [297] [1760/2904] eta: 0:14:23 lr: 0.001782 loss: 0.1814 (0.1908) loss_rec_all: 0.2074 (0.2167) loss_rec_sfr: 0.2645 (0.2785) loss_cl: -0.2797 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [04:23:48.513231] Epoch: [297] [1780/2904] eta: 0:14:08 lr: 0.001782 loss: 0.1835 (0.1908) loss_rec_all: 0.2094 (0.2168) loss_rec_sfr: 0.2635 (0.2787) loss_cl: -0.2785 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [04:24:03.422634] Epoch: [297] [1800/2904] eta: 0:13:53 lr: 0.001781 loss: 0.1802 (0.1908) loss_rec_all: 0.2062 (0.2167) loss_rec_sfr: 0.2587 (0.2785) loss_cl: -0.2781 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [04:24:18.337299] Epoch: [297] [1820/2904] eta: 0:13:37 lr: 0.001781 loss: 0.1927 (0.1910) loss_rec_all: 0.2187 (0.2169) loss_rec_sfr: 0.2699 (0.2790) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [04:24:33.247630] Epoch: [297] [1840/2904] eta: 0:13:22 lr: 0.001781 loss: 0.1806 (0.1909) loss_rec_all: 0.2069 (0.2168) loss_rec_sfr: 0.2603 (0.2788) loss_cl: -0.2797 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [04:24:48.158050] Epoch: [297] [1860/2904] eta: 0:13:07 lr: 0.001781 loss: 0.1817 (0.1909) loss_rec_all: 0.2079 (0.2169) loss_rec_sfr: 0.2613 (0.2789) loss_cl: -0.2794 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [04:25:03.086319] Epoch: [297] [1880/2904] eta: 0:12:52 lr: 0.001781 loss: 0.1852 (0.1909) loss_rec_all: 0.2113 (0.2169) loss_rec_sfr: 0.2618 (0.2788) loss_cl: -0.2789 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [04:25:17.994239] Epoch: [297] [1900/2904] eta: 0:12:37 lr: 0.001781 loss: 0.1815 (0.1909) loss_rec_all: 0.2074 (0.2169) loss_rec_sfr: 0.2596 (0.2790) loss_cl: -0.2783 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [04:25:32.901777] Epoch: [297] [1920/2904] eta: 0:12:22 lr: 0.001781 loss: 0.1827 (0.1910) loss_rec_all: 0.2089 (0.2169) loss_rec_sfr: 0.2620 (0.2789) loss_cl: -0.2789 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [04:25:47.812332] Epoch: [297] [1940/2904] eta: 0:12:06 lr: 0.001781 loss: 0.1821 (0.1909) loss_rec_all: 0.2082 (0.2168) loss_rec_sfr: 0.2571 (0.2787) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [04:26:02.726002] Epoch: [297] [1960/2904] eta: 0:11:51 lr: 0.001781 loss: 0.1819 (0.1910) loss_rec_all: 0.2082 (0.2169) loss_rec_sfr: 0.2281 (0.2790) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [04:26:17.636346] Epoch: [297] [1980/2904] eta: 0:11:36 lr: 0.001781 loss: 0.1817 (0.1910) loss_rec_all: 0.2077 (0.2169) loss_rec_sfr: 0.2633 (0.2790) loss_cl: -0.2797 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [04:26:32.544526] Epoch: [297] [2000/2904] eta: 0:11:21 lr: 0.001781 loss: 0.1843 (0.1910) loss_rec_all: 0.2106 (0.2169) loss_rec_sfr: 0.2622 (0.2790) loss_cl: -0.2793 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [04:26:47.455305] Epoch: [297] [2020/2904] eta: 0:11:06 lr: 0.001781 loss: 0.1816 (0.1910) loss_rec_all: 0.2074 (0.2169) loss_rec_sfr: 0.2699 (0.2790) loss_cl: -0.2779 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [04:27:02.360250] Epoch: [297] [2040/2904] eta: 0:10:51 lr: 0.001781 loss: 0.1812 (0.1910) loss_rec_all: 0.2071 (0.2169) loss_rec_sfr: 0.2644 (0.2791) loss_cl: -0.2786 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [04:27:17.268530] Epoch: [297] [2060/2904] eta: 0:10:35 lr: 0.001781 loss: 0.1816 (0.1909) loss_rec_all: 0.2078 (0.2169) loss_rec_sfr: 0.2572 (0.2790) loss_cl: -0.2792 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [04:27:32.177327] Epoch: [297] [2080/2904] eta: 0:10:20 lr: 0.001781 loss: 0.1775 (0.1909) loss_rec_all: 0.2040 (0.2168) loss_rec_sfr: 0.2558 (0.2788) loss_cl: -0.2793 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [04:27:47.090761] Epoch: [297] [2100/2904] eta: 0:10:05 lr: 0.001781 loss: 0.1816 (0.1909) loss_rec_all: 0.2075 (0.2168) loss_rec_sfr: 0.2597 (0.2789) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [04:28:02.006473] Epoch: [297] [2120/2904] eta: 0:09:50 lr: 0.001781 loss: 0.1814 (0.1909) loss_rec_all: 0.2074 (0.2169) loss_rec_sfr: 0.2603 (0.2790) loss_cl: -0.2794 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [04:28:16.899416] Epoch: [297] [2140/2904] eta: 0:09:35 lr: 0.001781 loss: 0.1814 (0.1909) loss_rec_all: 0.2073 (0.2168) loss_rec_sfr: 0.2598 (0.2789) loss_cl: -0.2795 (-0.2788) time: 0.7446 data: 0.0002 max mem: 29860 [04:28:31.813118] Epoch: [297] [2160/2904] eta: 0:09:20 lr: 0.001781 loss: 0.1817 (0.1909) loss_rec_all: 0.2076 (0.2168) loss_rec_sfr: 0.2662 (0.2788) loss_cl: -0.2798 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [04:28:46.722451] Epoch: [297] [2180/2904] eta: 0:09:05 lr: 0.001781 loss: 0.1836 (0.1908) loss_rec_all: 0.2101 (0.2168) loss_rec_sfr: 0.2548 (0.2787) loss_cl: -0.2803 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [04:29:01.637201] Epoch: [297] [2200/2904] eta: 0:08:50 lr: 0.001781 loss: 0.1770 (0.1908) loss_rec_all: 0.2026 (0.2167) loss_rec_sfr: 0.2532 (0.2785) loss_cl: -0.2787 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [04:29:16.549068] Epoch: [297] [2220/2904] eta: 0:08:34 lr: 0.001781 loss: 0.1903 (0.1909) loss_rec_all: 0.2162 (0.2168) loss_rec_sfr: 0.2643 (0.2788) loss_cl: -0.2782 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [04:29:31.459774] Epoch: [297] [2240/2904] eta: 0:08:19 lr: 0.001781 loss: 0.1801 (0.1908) loss_rec_all: 0.2060 (0.2167) loss_rec_sfr: 0.2624 (0.2787) loss_cl: -0.2797 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [04:29:46.371571] Epoch: [297] [2260/2904] eta: 0:08:04 lr: 0.001781 loss: 0.1811 (0.1908) loss_rec_all: 0.2076 (0.2168) loss_rec_sfr: 0.2650 (0.2787) loss_cl: -0.2798 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [04:30:01.285463] Epoch: [297] [2280/2904] eta: 0:07:49 lr: 0.001781 loss: 0.1834 (0.1909) loss_rec_all: 0.2098 (0.2169) loss_rec_sfr: 0.2694 (0.2791) loss_cl: -0.2788 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [04:30:16.197220] Epoch: [297] [2300/2904] eta: 0:07:34 lr: 0.001781 loss: 0.1795 (0.1909) loss_rec_all: 0.2058 (0.2168) loss_rec_sfr: 0.2612 (0.2791) loss_cl: -0.2783 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [04:30:31.108937] Epoch: [297] [2320/2904] eta: 0:07:19 lr: 0.001781 loss: 0.1831 (0.1909) loss_rec_all: 0.2091 (0.2169) loss_rec_sfr: 0.2672 (0.2792) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [04:30:46.024708] Epoch: [297] [2340/2904] eta: 0:07:04 lr: 0.001781 loss: 0.1825 (0.1910) loss_rec_all: 0.2086 (0.2169) loss_rec_sfr: 0.2661 (0.2793) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [04:31:00.936697] Epoch: [297] [2360/2904] eta: 0:06:49 lr: 0.001781 loss: 0.1821 (0.1910) loss_rec_all: 0.2080 (0.2169) loss_rec_sfr: 0.2608 (0.2793) loss_cl: -0.2797 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [04:31:15.844799] Epoch: [297] [2380/2904] eta: 0:06:34 lr: 0.001781 loss: 0.1810 (0.1910) loss_rec_all: 0.2072 (0.2169) loss_rec_sfr: 0.2633 (0.2793) loss_cl: -0.2792 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [04:31:30.752415] Epoch: [297] [2400/2904] eta: 0:06:19 lr: 0.001781 loss: 0.1797 (0.1909) loss_rec_all: 0.2057 (0.2169) loss_rec_sfr: 0.2588 (0.2791) loss_cl: -0.2785 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [04:31:45.658231] Epoch: [297] [2420/2904] eta: 0:06:04 lr: 0.001781 loss: 0.1795 (0.1909) loss_rec_all: 0.2053 (0.2169) loss_rec_sfr: 0.2674 (0.2791) loss_cl: -0.2782 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [04:32:00.569374] Epoch: [297] [2440/2904] eta: 0:05:49 lr: 0.001781 loss: 0.1785 (0.1909) loss_rec_all: 0.2046 (0.2168) loss_rec_sfr: 0.2534 (0.2789) loss_cl: -0.2792 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [04:32:15.480387] Epoch: [297] [2460/2904] eta: 0:05:33 lr: 0.001781 loss: 0.1778 (0.1908) loss_rec_all: 0.2040 (0.2167) loss_rec_sfr: 0.2302 (0.2787) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [04:32:30.393366] Epoch: [297] [2480/2904] eta: 0:05:18 lr: 0.001780 loss: 0.1817 (0.1908) loss_rec_all: 0.2076 (0.2168) loss_rec_sfr: 0.2676 (0.2788) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [04:32:45.305366] Epoch: [297] [2500/2904] eta: 0:05:03 lr: 0.001780 loss: 0.1784 (0.1908) loss_rec_all: 0.2045 (0.2168) loss_rec_sfr: 0.2649 (0.2788) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [04:33:00.211979] Epoch: [297] [2520/2904] eta: 0:04:48 lr: 0.001780 loss: 0.1805 (0.1908) loss_rec_all: 0.2069 (0.2167) loss_rec_sfr: 0.2542 (0.2788) loss_cl: -0.2795 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [04:33:15.117883] Epoch: [297] [2540/2904] eta: 0:04:33 lr: 0.001780 loss: 0.1841 (0.1908) loss_rec_all: 0.2102 (0.2168) loss_rec_sfr: 0.2656 (0.2788) loss_cl: -0.2795 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [04:33:30.029274] Epoch: [297] [2560/2904] eta: 0:04:18 lr: 0.001780 loss: 0.1810 (0.1909) loss_rec_all: 0.2071 (0.2168) loss_rec_sfr: 0.2678 (0.2790) loss_cl: -0.2792 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [04:33:44.939759] Epoch: [297] [2580/2904] eta: 0:04:03 lr: 0.001780 loss: 0.1780 (0.1908) loss_rec_all: 0.2040 (0.2168) loss_rec_sfr: 0.2619 (0.2790) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [04:33:59.848545] Epoch: [297] [2600/2904] eta: 0:03:48 lr: 0.001780 loss: 0.1826 (0.1909) loss_rec_all: 0.2085 (0.2168) loss_rec_sfr: 0.2715 (0.2792) loss_cl: -0.2786 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [04:34:14.759885] Epoch: [297] [2620/2904] eta: 0:03:33 lr: 0.001780 loss: 0.1799 (0.1909) loss_rec_all: 0.2059 (0.2168) loss_rec_sfr: 0.2619 (0.2790) loss_cl: -0.2785 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [04:34:29.683086] Epoch: [297] [2640/2904] eta: 0:03:18 lr: 0.001780 loss: 0.1838 (0.1909) loss_rec_all: 0.2097 (0.2168) loss_rec_sfr: 0.2655 (0.2791) loss_cl: -0.2787 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [04:34:44.603451] Epoch: [297] [2660/2904] eta: 0:03:03 lr: 0.001780 loss: 0.1853 (0.1910) loss_rec_all: 0.2117 (0.2169) loss_rec_sfr: 0.2766 (0.2794) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [04:34:59.517350] Epoch: [297] [2680/2904] eta: 0:02:48 lr: 0.001780 loss: 0.1809 (0.1910) loss_rec_all: 0.2071 (0.2169) loss_rec_sfr: 0.2656 (0.2794) loss_cl: -0.2796 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [04:35:14.447302] Epoch: [297] [2700/2904] eta: 0:02:33 lr: 0.001780 loss: 0.1786 (0.1910) loss_rec_all: 0.2049 (0.2169) loss_rec_sfr: 0.2611 (0.2794) loss_cl: -0.2795 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [04:35:29.357922] Epoch: [297] [2720/2904] eta: 0:02:18 lr: 0.001780 loss: 0.1796 (0.1909) loss_rec_all: 0.2061 (0.2168) loss_rec_sfr: 0.2540 (0.2791) loss_cl: -0.2791 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [04:35:44.266541] Epoch: [297] [2740/2904] eta: 0:02:03 lr: 0.001780 loss: 0.1831 (0.1910) loss_rec_all: 0.2093 (0.2169) loss_rec_sfr: 0.2589 (0.2792) loss_cl: -0.2792 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [04:35:59.186537] Epoch: [297] [2760/2904] eta: 0:01:48 lr: 0.001780 loss: 0.1829 (0.1910) loss_rec_all: 0.2093 (0.2169) loss_rec_sfr: 0.2617 (0.2793) loss_cl: -0.2788 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [04:36:14.099056] Epoch: [297] [2780/2904] eta: 0:01:33 lr: 0.001780 loss: 0.1806 (0.1910) loss_rec_all: 0.2070 (0.2169) loss_rec_sfr: 0.2683 (0.2795) loss_cl: -0.2788 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [04:36:29.015088] Epoch: [297] [2800/2904] eta: 0:01:18 lr: 0.001780 loss: 0.1829 (0.1910) loss_rec_all: 0.2090 (0.2169) loss_rec_sfr: 0.2628 (0.2794) loss_cl: -0.2789 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [04:36:43.928991] Epoch: [297] [2820/2904] eta: 0:01:03 lr: 0.001780 loss: 0.1881 (0.1911) loss_rec_all: 0.2141 (0.2170) loss_rec_sfr: 0.2625 (0.2796) loss_cl: -0.2785 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [04:36:58.882649] Epoch: [297] [2840/2904] eta: 0:00:48 lr: 0.001780 loss: 0.1802 (0.1910) loss_rec_all: 0.2060 (0.2170) loss_rec_sfr: 0.2555 (0.2794) loss_cl: -0.2784 (-0.2788) time: 0.7476 data: 0.0024 max mem: 29860 [04:37:13.798063] Epoch: [297] [2860/2904] eta: 0:00:33 lr: 0.001780 loss: 0.1819 (0.1910) loss_rec_all: 0.2080 (0.2169) loss_rec_sfr: 0.2585 (0.2794) loss_cl: -0.2784 (-0.2788) time: 0.7457 data: 0.0001 max mem: 29860 [04:37:28.704551] Epoch: [297] [2880/2904] eta: 0:00:18 lr: 0.001780 loss: 0.1811 (0.1911) loss_rec_all: 0.2073 (0.2170) loss_rec_sfr: 0.2659 (0.2795) loss_cl: -0.2786 (-0.2788) time: 0.7453 data: 0.0001 max mem: 29860 [04:37:43.599402] Epoch: [297] [2900/2904] eta: 0:00:03 lr: 0.001780 loss: 0.1784 (0.1910) loss_rec_all: 0.2045 (0.2169) loss_rec_sfr: 0.2643 (0.2793) loss_cl: -0.2795 (-0.2788) time: 0.7447 data: 0.0001 max mem: 29860 [04:37:45.841222] Epoch: [297] [2903/2904] eta: 0:00:00 lr: 0.001780 loss: 0.1784 (0.1910) loss_rec_all: 0.2045 (0.2169) loss_rec_sfr: 0.2678 (0.2793) loss_cl: -0.2796 (-0.2788) time: 0.7447 data: 0.0001 max mem: 29860 [04:37:48.032606] Epoch: [297] Total time: 0:36:23 (0.7520 s / it) [04:37:48.050346] Averaged stats: lr: 0.001780 loss: 0.1784 (0.1938) loss_rec_all: 0.2045 (0.2174) loss_rec_sfr: 0.2678 (0.2806) loss_cl: -0.2796 (-0.2556) [04:37:48.056462] log_dir: ./checkpoint/VF2_ViT-B [04:38:07.119463] Epoch: [298] [ 0/2904] eta: 15:22:36 lr: 0.001780 loss: 0.1751 (0.1751) loss_rec_all: 0.2015 (0.2015) loss_rec_sfr: 0.1894 (0.1894) loss_cl: -0.2781 (-0.2781) time: 19.0621 data: 14.1844 max mem: 29860 [04:38:23.831324] Epoch: [298] [ 20/2904] eta: 1:21:52 lr: 0.001780 loss: 0.1820 (0.1842) loss_rec_all: 0.2086 (0.2104) loss_rec_sfr: 0.2558 (0.2538) loss_cl: -0.2795 (-0.2793) time: 0.8355 data: 0.0258 max mem: 29860 [04:38:38.716818] Epoch: [298] [ 40/2904] eta: 0:58:58 lr: 0.001780 loss: 0.1812 (0.1868) loss_rec_all: 0.2073 (0.2129) loss_rec_sfr: 0.2559 (0.2638) loss_cl: -0.2790 (-0.2789) time: 0.7442 data: 0.0004 max mem: 29860 [04:38:53.597658] Epoch: [298] [ 60/2904] eta: 0:50:55 lr: 0.001780 loss: 0.1788 (0.1877) loss_rec_all: 0.2049 (0.2137) loss_rec_sfr: 0.2650 (0.2700) loss_cl: -0.2785 (-0.2787) time: 0.7440 data: 0.0003 max mem: 29860 [04:39:08.493538] Epoch: [298] [ 80/2904] eta: 0:46:44 lr: 0.001780 loss: 0.1837 (0.1882) loss_rec_all: 0.2098 (0.2142) loss_rec_sfr: 0.2606 (0.2720) loss_cl: -0.2790 (-0.2788) time: 0.7447 data: 0.0002 max mem: 29860 [04:39:23.396415] Epoch: [298] [ 100/2904] eta: 0:44:06 lr: 0.001780 loss: 0.1778 (0.1882) loss_rec_all: 0.2039 (0.2142) loss_rec_sfr: 0.2584 (0.2727) loss_cl: -0.2804 (-0.2790) time: 0.7451 data: 0.0003 max mem: 29860 [04:39:38.317721] Epoch: [298] [ 120/2904] eta: 0:42:16 lr: 0.001780 loss: 0.1806 (0.1899) loss_rec_all: 0.2073 (0.2159) loss_rec_sfr: 0.2736 (0.2790) loss_cl: -0.2787 (-0.2789) time: 0.7460 data: 0.0004 max mem: 29860 [04:39:53.239756] Epoch: [298] [ 140/2904] eta: 0:40:53 lr: 0.001780 loss: 0.1801 (0.1894) loss_rec_all: 0.2060 (0.2153) loss_rec_sfr: 0.2605 (0.2778) loss_cl: -0.2787 (-0.2789) time: 0.7461 data: 0.0003 max mem: 29860 [04:40:08.210314] Epoch: [298] [ 160/2904] eta: 0:39:48 lr: 0.001780 loss: 0.1915 (0.1907) loss_rec_all: 0.2176 (0.2166) loss_rec_sfr: 0.2647 (0.2811) loss_cl: -0.2786 (-0.2788) time: 0.7485 data: 0.0003 max mem: 29860 [04:40:23.131101] Epoch: [298] [ 180/2904] eta: 0:38:53 lr: 0.001780 loss: 0.1778 (0.1897) loss_rec_all: 0.2044 (0.2156) loss_rec_sfr: 0.2597 (0.2782) loss_cl: -0.2794 (-0.2789) time: 0.7460 data: 0.0004 max mem: 29860 [04:40:38.201755] Epoch: [298] [ 200/2904] eta: 0:38:08 lr: 0.001780 loss: 0.1805 (0.1893) loss_rec_all: 0.2068 (0.2153) loss_rec_sfr: 0.2506 (0.2765) loss_cl: -0.2793 (-0.2789) time: 0.7535 data: 0.0003 max mem: 29860 [04:40:53.120419] Epoch: [298] [ 220/2904] eta: 0:37:27 lr: 0.001780 loss: 0.1818 (0.1894) loss_rec_all: 0.2083 (0.2154) loss_rec_sfr: 0.2493 (0.2759) loss_cl: -0.2785 (-0.2789) time: 0.7459 data: 0.0003 max mem: 29860 [04:41:08.036603] Epoch: [298] [ 240/2904] eta: 0:36:50 lr: 0.001779 loss: 0.1822 (0.1894) loss_rec_all: 0.2081 (0.2154) loss_rec_sfr: 0.2577 (0.2759) loss_cl: -0.2790 (-0.2789) time: 0.7458 data: 0.0003 max mem: 29860 [04:41:22.954398] Epoch: [298] [ 260/2904] eta: 0:36:16 lr: 0.001779 loss: 0.1832 (0.1898) loss_rec_all: 0.2092 (0.2158) loss_rec_sfr: 0.2564 (0.2766) loss_cl: -0.2790 (-0.2789) time: 0.7458 data: 0.0003 max mem: 29860 [04:41:37.883071] Epoch: [298] [ 280/2904] eta: 0:35:45 lr: 0.001779 loss: 0.1818 (0.1898) loss_rec_all: 0.2077 (0.2157) loss_rec_sfr: 0.2583 (0.2766) loss_cl: -0.2789 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [04:41:52.799976] Epoch: [298] [ 300/2904] eta: 0:35:17 lr: 0.001779 loss: 0.1794 (0.1900) loss_rec_all: 0.2056 (0.2160) loss_rec_sfr: 0.2679 (0.2777) loss_cl: -0.2786 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [04:42:07.755339] Epoch: [298] [ 320/2904] eta: 0:34:50 lr: 0.001779 loss: 0.1811 (0.1901) loss_rec_all: 0.2069 (0.2161) loss_rec_sfr: 0.2626 (0.2777) loss_cl: -0.2783 (-0.2788) time: 0.7477 data: 0.0002 max mem: 29860 [04:42:22.673381] Epoch: [298] [ 340/2904] eta: 0:34:24 lr: 0.001779 loss: 0.1842 (0.1903) loss_rec_all: 0.2100 (0.2162) loss_rec_sfr: 0.2679 (0.2783) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [04:42:37.819438] Epoch: [298] [ 360/2904] eta: 0:34:01 lr: 0.001779 loss: 0.1781 (0.1899) loss_rec_all: 0.2042 (0.2158) loss_rec_sfr: 0.2638 (0.2774) loss_cl: -0.2791 (-0.2788) time: 0.7573 data: 0.0002 max mem: 29860 [04:42:52.732585] Epoch: [298] [ 380/2904] eta: 0:33:38 lr: 0.001779 loss: 0.1788 (0.1894) loss_rec_all: 0.2049 (0.2153) loss_rec_sfr: 0.2601 (0.2756) loss_cl: -0.2781 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [04:43:07.647622] Epoch: [298] [ 400/2904] eta: 0:33:15 lr: 0.001779 loss: 0.1858 (0.1891) loss_rec_all: 0.2120 (0.2151) loss_rec_sfr: 0.2617 (0.2745) loss_cl: -0.2800 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [04:43:22.577195] Epoch: [298] [ 420/2904] eta: 0:32:53 lr: 0.001779 loss: 0.1795 (0.1892) loss_rec_all: 0.2055 (0.2152) loss_rec_sfr: 0.2552 (0.2741) loss_cl: -0.2790 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [04:43:37.496378] Epoch: [298] [ 440/2904] eta: 0:32:32 lr: 0.001779 loss: 0.1807 (0.1891) loss_rec_all: 0.2068 (0.2151) loss_rec_sfr: 0.2638 (0.2741) loss_cl: -0.2799 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [04:43:52.415949] Epoch: [298] [ 460/2904] eta: 0:32:11 lr: 0.001779 loss: 0.1801 (0.1889) loss_rec_all: 0.2059 (0.2149) loss_rec_sfr: 0.2601 (0.2732) loss_cl: -0.2783 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [04:44:07.336720] Epoch: [298] [ 480/2904] eta: 0:31:51 lr: 0.001779 loss: 0.1807 (0.1889) loss_rec_all: 0.2071 (0.2149) loss_rec_sfr: 0.2638 (0.2734) loss_cl: -0.2783 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [04:44:22.251815] Epoch: [298] [ 500/2904] eta: 0:31:31 lr: 0.001779 loss: 0.1839 (0.1887) loss_rec_all: 0.2101 (0.2147) loss_rec_sfr: 0.2591 (0.2726) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [04:44:37.177613] Epoch: [298] [ 520/2904] eta: 0:31:11 lr: 0.001779 loss: 0.1801 (0.1886) loss_rec_all: 0.2068 (0.2146) loss_rec_sfr: 0.2594 (0.2720) loss_cl: -0.2801 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [04:44:52.088106] Epoch: [298] [ 540/2904] eta: 0:30:52 lr: 0.001779 loss: 0.1782 (0.1886) loss_rec_all: 0.2046 (0.2146) loss_rec_sfr: 0.2576 (0.2720) loss_cl: -0.2798 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [04:45:07.005698] Epoch: [298] [ 560/2904] eta: 0:30:33 lr: 0.001779 loss: 0.1772 (0.1885) loss_rec_all: 0.2038 (0.2145) loss_rec_sfr: 0.2618 (0.2720) loss_cl: -0.2797 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [04:45:21.917487] Epoch: [298] [ 580/2904] eta: 0:30:15 lr: 0.001779 loss: 0.1811 (0.1885) loss_rec_all: 0.2070 (0.2145) loss_rec_sfr: 0.2552 (0.2716) loss_cl: -0.2779 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [04:45:36.822711] Epoch: [298] [ 600/2904] eta: 0:29:56 lr: 0.001779 loss: 0.1788 (0.1885) loss_rec_all: 0.2048 (0.2145) loss_rec_sfr: 0.2584 (0.2719) loss_cl: -0.2792 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [04:45:51.739058] Epoch: [298] [ 620/2904] eta: 0:29:38 lr: 0.001779 loss: 0.1799 (0.1886) loss_rec_all: 0.2064 (0.2145) loss_rec_sfr: 0.2519 (0.2717) loss_cl: -0.2795 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [04:46:06.664159] Epoch: [298] [ 640/2904] eta: 0:29:20 lr: 0.001779 loss: 0.1835 (0.1886) loss_rec_all: 0.2095 (0.2145) loss_rec_sfr: 0.2596 (0.2715) loss_cl: -0.2781 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [04:46:21.584033] Epoch: [298] [ 660/2904] eta: 0:29:03 lr: 0.001779 loss: 0.1816 (0.1886) loss_rec_all: 0.2080 (0.2146) loss_rec_sfr: 0.2600 (0.2713) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [04:46:36.514411] Epoch: [298] [ 680/2904] eta: 0:28:45 lr: 0.001779 loss: 0.1808 (0.1889) loss_rec_all: 0.2071 (0.2149) loss_rec_sfr: 0.2590 (0.2722) loss_cl: -0.2800 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [04:46:51.430215] Epoch: [298] [ 700/2904] eta: 0:28:28 lr: 0.001779 loss: 0.1810 (0.1889) loss_rec_all: 0.2071 (0.2149) loss_rec_sfr: 0.2610 (0.2722) loss_cl: -0.2791 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [04:47:06.344035] Epoch: [298] [ 720/2904] eta: 0:28:11 lr: 0.001779 loss: 0.1783 (0.1888) loss_rec_all: 0.2043 (0.2148) loss_rec_sfr: 0.2643 (0.2721) loss_cl: -0.2782 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [04:47:21.257770] Epoch: [298] [ 740/2904] eta: 0:27:53 lr: 0.001779 loss: 0.1832 (0.1889) loss_rec_all: 0.2094 (0.2148) loss_rec_sfr: 0.2602 (0.2721) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [04:47:36.171090] Epoch: [298] [ 760/2904] eta: 0:27:36 lr: 0.001779 loss: 0.1785 (0.1887) loss_rec_all: 0.2049 (0.2147) loss_rec_sfr: 0.2271 (0.2714) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [04:47:51.088026] Epoch: [298] [ 780/2904] eta: 0:27:19 lr: 0.001779 loss: 0.1777 (0.1887) loss_rec_all: 0.2041 (0.2146) loss_rec_sfr: 0.2658 (0.2716) loss_cl: -0.2793 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [04:48:06.000201] Epoch: [298] [ 800/2904] eta: 0:27:03 lr: 0.001779 loss: 0.1817 (0.1887) loss_rec_all: 0.2078 (0.2147) loss_rec_sfr: 0.2675 (0.2720) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [04:48:20.913306] Epoch: [298] [ 820/2904] eta: 0:26:46 lr: 0.001779 loss: 0.1792 (0.1887) loss_rec_all: 0.2052 (0.2147) loss_rec_sfr: 0.2590 (0.2718) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [04:48:35.838827] Epoch: [298] [ 840/2904] eta: 0:26:29 lr: 0.001779 loss: 0.1777 (0.1887) loss_rec_all: 0.2041 (0.2147) loss_rec_sfr: 0.2592 (0.2720) loss_cl: -0.2796 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [04:48:50.760830] Epoch: [298] [ 860/2904] eta: 0:26:13 lr: 0.001779 loss: 0.1812 (0.1888) loss_rec_all: 0.2074 (0.2148) loss_rec_sfr: 0.2596 (0.2724) loss_cl: -0.2790 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [04:49:05.675232] Epoch: [298] [ 880/2904] eta: 0:25:56 lr: 0.001779 loss: 0.1816 (0.1890) loss_rec_all: 0.2074 (0.2150) loss_rec_sfr: 0.2699 (0.2731) loss_cl: -0.2783 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [04:49:20.588897] Epoch: [298] [ 900/2904] eta: 0:25:40 lr: 0.001778 loss: 0.1756 (0.1889) loss_rec_all: 0.2022 (0.2149) loss_rec_sfr: 0.2228 (0.2726) loss_cl: -0.2783 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [04:49:35.505059] Epoch: [298] [ 920/2904] eta: 0:25:23 lr: 0.001778 loss: 0.1763 (0.1890) loss_rec_all: 0.2023 (0.2149) loss_rec_sfr: 0.2591 (0.2730) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [04:49:50.415273] Epoch: [298] [ 940/2904] eta: 0:25:07 lr: 0.001778 loss: 0.1828 (0.1891) loss_rec_all: 0.2090 (0.2150) loss_rec_sfr: 0.2682 (0.2735) loss_cl: -0.2793 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [04:50:05.329080] Epoch: [298] [ 960/2904] eta: 0:24:51 lr: 0.001778 loss: 0.1789 (0.1889) loss_rec_all: 0.2049 (0.2149) loss_rec_sfr: 0.2484 (0.2730) loss_cl: -0.2797 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [04:50:20.241501] Epoch: [298] [ 980/2904] eta: 0:24:35 lr: 0.001778 loss: 0.1788 (0.1889) loss_rec_all: 0.2048 (0.2148) loss_rec_sfr: 0.2537 (0.2728) loss_cl: -0.2784 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [04:50:35.157488] Epoch: [298] [1000/2904] eta: 0:24:19 lr: 0.001778 loss: 0.1798 (0.1888) loss_rec_all: 0.2057 (0.2148) loss_rec_sfr: 0.2659 (0.2729) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [04:50:50.075858] Epoch: [298] [1020/2904] eta: 0:24:02 lr: 0.001778 loss: 0.1800 (0.1889) loss_rec_all: 0.2062 (0.2148) loss_rec_sfr: 0.2595 (0.2728) loss_cl: -0.2796 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [04:51:04.994101] Epoch: [298] [1040/2904] eta: 0:23:46 lr: 0.001778 loss: 0.1804 (0.1889) loss_rec_all: 0.2067 (0.2148) loss_rec_sfr: 0.2647 (0.2729) loss_cl: -0.2802 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [04:51:19.915079] Epoch: [298] [1060/2904] eta: 0:23:30 lr: 0.001778 loss: 0.1787 (0.1889) loss_rec_all: 0.2049 (0.2148) loss_rec_sfr: 0.2669 (0.2729) loss_cl: -0.2781 (-0.2789) time: 0.7460 data: 0.0003 max mem: 29860 [04:51:34.838100] Epoch: [298] [1080/2904] eta: 0:23:14 lr: 0.001778 loss: 0.1847 (0.1890) loss_rec_all: 0.2106 (0.2150) loss_rec_sfr: 0.2704 (0.2735) loss_cl: -0.2773 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [04:51:49.755725] Epoch: [298] [1100/2904] eta: 0:22:59 lr: 0.001778 loss: 0.1809 (0.1890) loss_rec_all: 0.2073 (0.2149) loss_rec_sfr: 0.2535 (0.2732) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0004 max mem: 29860 [04:52:04.669340] Epoch: [298] [1120/2904] eta: 0:22:43 lr: 0.001778 loss: 0.1819 (0.1889) loss_rec_all: 0.2079 (0.2149) loss_rec_sfr: 0.2562 (0.2729) loss_cl: -0.2794 (-0.2788) time: 0.7456 data: 0.0005 max mem: 29860 [04:52:19.588158] Epoch: [298] [1140/2904] eta: 0:22:27 lr: 0.001778 loss: 0.1775 (0.1889) loss_rec_all: 0.2039 (0.2149) loss_rec_sfr: 0.2594 (0.2730) loss_cl: -0.2792 (-0.2789) time: 0.7459 data: 0.0005 max mem: 29860 [04:52:34.506942] Epoch: [298] [1160/2904] eta: 0:22:11 lr: 0.001778 loss: 0.1767 (0.1890) loss_rec_all: 0.2032 (0.2149) loss_rec_sfr: 0.2636 (0.2731) loss_cl: -0.2789 (-0.2789) time: 0.7459 data: 0.0003 max mem: 29860 [04:52:49.416225] Epoch: [298] [1180/2904] eta: 0:21:55 lr: 0.001778 loss: 0.1822 (0.1890) loss_rec_all: 0.2082 (0.2150) loss_rec_sfr: 0.2231 (0.2730) loss_cl: -0.2785 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [04:53:04.321311] Epoch: [298] [1200/2904] eta: 0:21:39 lr: 0.001778 loss: 0.1794 (0.1890) loss_rec_all: 0.2054 (0.2150) loss_rec_sfr: 0.2584 (0.2731) loss_cl: -0.2788 (-0.2788) time: 0.7452 data: 0.0003 max mem: 29860 [04:53:19.233344] Epoch: [298] [1220/2904] eta: 0:21:24 lr: 0.001778 loss: 0.1823 (0.1891) loss_rec_all: 0.2084 (0.2151) loss_rec_sfr: 0.2614 (0.2733) loss_cl: -0.2793 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [04:53:34.146310] Epoch: [298] [1240/2904] eta: 0:21:08 lr: 0.001778 loss: 0.1807 (0.1893) loss_rec_all: 0.2068 (0.2152) loss_rec_sfr: 0.2662 (0.2738) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [04:53:49.068119] Epoch: [298] [1260/2904] eta: 0:20:52 lr: 0.001778 loss: 0.1868 (0.1894) loss_rec_all: 0.2131 (0.2154) loss_rec_sfr: 0.2604 (0.2743) loss_cl: -0.2790 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [04:54:03.991670] Epoch: [298] [1280/2904] eta: 0:20:37 lr: 0.001778 loss: 0.1823 (0.1895) loss_rec_all: 0.2082 (0.2155) loss_rec_sfr: 0.2661 (0.2747) loss_cl: -0.2794 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [04:54:18.907666] Epoch: [298] [1300/2904] eta: 0:20:21 lr: 0.001778 loss: 0.1834 (0.1895) loss_rec_all: 0.2093 (0.2155) loss_rec_sfr: 0.2548 (0.2748) loss_cl: -0.2792 (-0.2789) time: 0.7457 data: 0.0003 max mem: 29860 [04:54:33.823083] Epoch: [298] [1320/2904] eta: 0:20:05 lr: 0.001778 loss: 0.1824 (0.1896) loss_rec_all: 0.2086 (0.2155) loss_rec_sfr: 0.2619 (0.2749) loss_cl: -0.2790 (-0.2789) time: 0.7457 data: 0.0003 max mem: 29860 [04:54:48.733079] Epoch: [298] [1340/2904] eta: 0:19:50 lr: 0.001778 loss: 0.1821 (0.1896) loss_rec_all: 0.2084 (0.2155) loss_rec_sfr: 0.2691 (0.2750) loss_cl: -0.2784 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [04:55:03.644238] Epoch: [298] [1360/2904] eta: 0:19:34 lr: 0.001778 loss: 0.1848 (0.1897) loss_rec_all: 0.2109 (0.2157) loss_rec_sfr: 0.2577 (0.2754) loss_cl: -0.2779 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [04:55:18.554535] Epoch: [298] [1380/2904] eta: 0:19:19 lr: 0.001778 loss: 0.1781 (0.1898) loss_rec_all: 0.2045 (0.2157) loss_rec_sfr: 0.2543 (0.2755) loss_cl: -0.2784 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [04:55:33.469712] Epoch: [298] [1400/2904] eta: 0:19:03 lr: 0.001778 loss: 0.1755 (0.1896) loss_rec_all: 0.2021 (0.2156) loss_rec_sfr: 0.2319 (0.2751) loss_cl: -0.2800 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [04:55:48.385605] Epoch: [298] [1420/2904] eta: 0:18:48 lr: 0.001778 loss: 0.1778 (0.1896) loss_rec_all: 0.2038 (0.2155) loss_rec_sfr: 0.2543 (0.2748) loss_cl: -0.2798 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [04:56:03.302166] Epoch: [298] [1440/2904] eta: 0:18:32 lr: 0.001778 loss: 0.1824 (0.1896) loss_rec_all: 0.2084 (0.2155) loss_rec_sfr: 0.2479 (0.2747) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [04:56:18.217975] Epoch: [298] [1460/2904] eta: 0:18:17 lr: 0.001778 loss: 0.1843 (0.1895) loss_rec_all: 0.2104 (0.2155) loss_rec_sfr: 0.2612 (0.2746) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [04:56:33.127725] Epoch: [298] [1480/2904] eta: 0:18:01 lr: 0.001778 loss: 0.1820 (0.1896) loss_rec_all: 0.2083 (0.2155) loss_rec_sfr: 0.2669 (0.2747) loss_cl: -0.2786 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [04:56:48.043315] Epoch: [298] [1500/2904] eta: 0:17:46 lr: 0.001778 loss: 0.1847 (0.1895) loss_rec_all: 0.2107 (0.2155) loss_rec_sfr: 0.2627 (0.2746) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [04:57:02.964157] Epoch: [298] [1520/2904] eta: 0:17:30 lr: 0.001778 loss: 0.1805 (0.1895) loss_rec_all: 0.2069 (0.2155) loss_rec_sfr: 0.2289 (0.2745) loss_cl: -0.2793 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [04:57:17.879831] Epoch: [298] [1540/2904] eta: 0:17:15 lr: 0.001778 loss: 0.1807 (0.1896) loss_rec_all: 0.2067 (0.2156) loss_rec_sfr: 0.2579 (0.2748) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [04:57:32.794720] Epoch: [298] [1560/2904] eta: 0:16:59 lr: 0.001778 loss: 0.1780 (0.1897) loss_rec_all: 0.2043 (0.2156) loss_rec_sfr: 0.2607 (0.2750) loss_cl: -0.2780 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [04:57:47.713052] Epoch: [298] [1580/2904] eta: 0:16:44 lr: 0.001777 loss: 0.1842 (0.1898) loss_rec_all: 0.2101 (0.2157) loss_rec_sfr: 0.2632 (0.2752) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [04:58:02.628243] Epoch: [298] [1600/2904] eta: 0:16:29 lr: 0.001777 loss: 0.1807 (0.1899) loss_rec_all: 0.2066 (0.2158) loss_rec_sfr: 0.2748 (0.2755) loss_cl: -0.2795 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [04:58:17.545056] Epoch: [298] [1620/2904] eta: 0:16:13 lr: 0.001777 loss: 0.1884 (0.1900) loss_rec_all: 0.2144 (0.2159) loss_rec_sfr: 0.2704 (0.2760) loss_cl: -0.2800 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [04:58:32.463297] Epoch: [298] [1640/2904] eta: 0:15:58 lr: 0.001777 loss: 0.1815 (0.1900) loss_rec_all: 0.2074 (0.2159) loss_rec_sfr: 0.2613 (0.2759) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [04:58:47.382592] Epoch: [298] [1660/2904] eta: 0:15:43 lr: 0.001777 loss: 0.1791 (0.1900) loss_rec_all: 0.2052 (0.2159) loss_rec_sfr: 0.2569 (0.2759) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [04:59:02.302063] Epoch: [298] [1680/2904] eta: 0:15:27 lr: 0.001777 loss: 0.1781 (0.1900) loss_rec_all: 0.2045 (0.2159) loss_rec_sfr: 0.2629 (0.2760) loss_cl: -0.2783 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [04:59:17.364979] Epoch: [298] [1700/2904] eta: 0:15:12 lr: 0.001777 loss: 0.1854 (0.1901) loss_rec_all: 0.2116 (0.2160) loss_rec_sfr: 0.2598 (0.2764) loss_cl: -0.2788 (-0.2788) time: 0.7531 data: 0.0002 max mem: 29860 [04:59:32.282094] Epoch: [298] [1720/2904] eta: 0:14:57 lr: 0.001777 loss: 0.1854 (0.1901) loss_rec_all: 0.2113 (0.2160) loss_rec_sfr: 0.2645 (0.2764) loss_cl: -0.2793 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [04:59:47.196596] Epoch: [298] [1740/2904] eta: 0:14:41 lr: 0.001777 loss: 0.1803 (0.1901) loss_rec_all: 0.2063 (0.2160) loss_rec_sfr: 0.2597 (0.2764) loss_cl: -0.2796 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [05:00:02.109423] Epoch: [298] [1760/2904] eta: 0:14:26 lr: 0.001777 loss: 0.1822 (0.1901) loss_rec_all: 0.2081 (0.2160) loss_rec_sfr: 0.2521 (0.2763) loss_cl: -0.2783 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [05:00:17.028012] Epoch: [298] [1780/2904] eta: 0:14:11 lr: 0.001777 loss: 0.1816 (0.1900) loss_rec_all: 0.2075 (0.2160) loss_rec_sfr: 0.2711 (0.2763) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [05:00:31.943095] Epoch: [298] [1800/2904] eta: 0:13:56 lr: 0.001777 loss: 0.1796 (0.1900) loss_rec_all: 0.2056 (0.2160) loss_rec_sfr: 0.2676 (0.2762) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [05:00:46.858629] Epoch: [298] [1820/2904] eta: 0:13:40 lr: 0.001777 loss: 0.1839 (0.1901) loss_rec_all: 0.2098 (0.2160) loss_rec_sfr: 0.2593 (0.2763) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [05:01:01.776252] Epoch: [298] [1840/2904] eta: 0:13:25 lr: 0.001777 loss: 0.1819 (0.1901) loss_rec_all: 0.2080 (0.2161) loss_rec_sfr: 0.2598 (0.2764) loss_cl: -0.2794 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [05:01:16.693038] Epoch: [298] [1860/2904] eta: 0:13:10 lr: 0.001777 loss: 0.1830 (0.1902) loss_rec_all: 0.2089 (0.2161) loss_rec_sfr: 0.2678 (0.2766) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [05:01:31.605459] Epoch: [298] [1880/2904] eta: 0:12:54 lr: 0.001777 loss: 0.1808 (0.1902) loss_rec_all: 0.2071 (0.2161) loss_rec_sfr: 0.2430 (0.2765) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [05:01:46.523579] Epoch: [298] [1900/2904] eta: 0:12:39 lr: 0.001777 loss: 0.1847 (0.1902) loss_rec_all: 0.2105 (0.2161) loss_rec_sfr: 0.2600 (0.2764) loss_cl: -0.2779 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [05:02:01.440165] Epoch: [298] [1920/2904] eta: 0:12:24 lr: 0.001777 loss: 0.1814 (0.1902) loss_rec_all: 0.2074 (0.2161) loss_rec_sfr: 0.2625 (0.2765) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [05:02:16.353374] Epoch: [298] [1940/2904] eta: 0:12:09 lr: 0.001777 loss: 0.1888 (0.1903) loss_rec_all: 0.2150 (0.2162) loss_rec_sfr: 0.2651 (0.2766) loss_cl: -0.2801 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [05:02:31.273650] Epoch: [298] [1960/2904] eta: 0:11:53 lr: 0.001777 loss: 0.1791 (0.1903) loss_rec_all: 0.2052 (0.2163) loss_rec_sfr: 0.2619 (0.2769) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [05:02:46.186639] Epoch: [298] [1980/2904] eta: 0:11:38 lr: 0.001777 loss: 0.1825 (0.1903) loss_rec_all: 0.2090 (0.2163) loss_rec_sfr: 0.2614 (0.2768) loss_cl: -0.2778 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [05:03:01.107107] Epoch: [298] [2000/2904] eta: 0:11:23 lr: 0.001777 loss: 0.1810 (0.1904) loss_rec_all: 0.2072 (0.2163) loss_rec_sfr: 0.2646 (0.2770) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [05:03:16.025457] Epoch: [298] [2020/2904] eta: 0:11:08 lr: 0.001777 loss: 0.1892 (0.1905) loss_rec_all: 0.2154 (0.2164) loss_rec_sfr: 0.2610 (0.2773) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [05:03:30.938210] Epoch: [298] [2040/2904] eta: 0:10:53 lr: 0.001777 loss: 0.1862 (0.1906) loss_rec_all: 0.2121 (0.2165) loss_rec_sfr: 0.2681 (0.2777) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [05:03:45.852818] Epoch: [298] [2060/2904] eta: 0:10:37 lr: 0.001777 loss: 0.1845 (0.1906) loss_rec_all: 0.2102 (0.2165) loss_rec_sfr: 0.2611 (0.2777) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [05:04:00.770384] Epoch: [298] [2080/2904] eta: 0:10:22 lr: 0.001777 loss: 0.1826 (0.1906) loss_rec_all: 0.2089 (0.2166) loss_rec_sfr: 0.2629 (0.2778) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [05:04:15.687625] Epoch: [298] [2100/2904] eta: 0:10:07 lr: 0.001777 loss: 0.1794 (0.1907) loss_rec_all: 0.2058 (0.2166) loss_rec_sfr: 0.2624 (0.2779) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [05:04:30.604556] Epoch: [298] [2120/2904] eta: 0:09:52 lr: 0.001777 loss: 0.1856 (0.1907) loss_rec_all: 0.2120 (0.2167) loss_rec_sfr: 0.2589 (0.2781) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [05:04:45.518855] Epoch: [298] [2140/2904] eta: 0:09:37 lr: 0.001777 loss: 0.1827 (0.1908) loss_rec_all: 0.2083 (0.2168) loss_rec_sfr: 0.2690 (0.2784) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [05:05:00.435479] Epoch: [298] [2160/2904] eta: 0:09:21 lr: 0.001777 loss: 0.1848 (0.1908) loss_rec_all: 0.2108 (0.2168) loss_rec_sfr: 0.2638 (0.2783) loss_cl: -0.2782 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [05:05:15.355197] Epoch: [298] [2180/2904] eta: 0:09:06 lr: 0.001777 loss: 0.1812 (0.1908) loss_rec_all: 0.2080 (0.2167) loss_rec_sfr: 0.2667 (0.2782) loss_cl: -0.2794 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [05:05:30.270185] Epoch: [298] [2200/2904] eta: 0:08:51 lr: 0.001777 loss: 0.1788 (0.1908) loss_rec_all: 0.2052 (0.2167) loss_rec_sfr: 0.2608 (0.2782) loss_cl: -0.2793 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [05:05:45.182437] Epoch: [298] [2220/2904] eta: 0:08:36 lr: 0.001777 loss: 0.1791 (0.1908) loss_rec_all: 0.2050 (0.2167) loss_rec_sfr: 0.2605 (0.2782) loss_cl: -0.2784 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [05:06:00.097127] Epoch: [298] [2240/2904] eta: 0:08:21 lr: 0.001776 loss: 0.1817 (0.1907) loss_rec_all: 0.2078 (0.2167) loss_rec_sfr: 0.2544 (0.2779) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [05:06:15.016914] Epoch: [298] [2260/2904] eta: 0:08:06 lr: 0.001776 loss: 0.1796 (0.1907) loss_rec_all: 0.2063 (0.2166) loss_rec_sfr: 0.2618 (0.2777) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [05:06:29.925984] Epoch: [298] [2280/2904] eta: 0:07:51 lr: 0.001776 loss: 0.1773 (0.1906) loss_rec_all: 0.2033 (0.2165) loss_rec_sfr: 0.2476 (0.2774) loss_cl: -0.2795 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [05:06:44.843515] Epoch: [298] [2300/2904] eta: 0:07:35 lr: 0.001776 loss: 0.1842 (0.1907) loss_rec_all: 0.2107 (0.2166) loss_rec_sfr: 0.2229 (0.2776) loss_cl: -0.2795 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [05:06:59.762867] Epoch: [298] [2320/2904] eta: 0:07:20 lr: 0.001776 loss: 0.1809 (0.1907) loss_rec_all: 0.2073 (0.2166) loss_rec_sfr: 0.2586 (0.2776) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [05:07:14.674479] Epoch: [298] [2340/2904] eta: 0:07:05 lr: 0.001776 loss: 0.1865 (0.1907) loss_rec_all: 0.2124 (0.2166) loss_rec_sfr: 0.2623 (0.2776) loss_cl: -0.2791 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [05:07:29.590360] Epoch: [298] [2360/2904] eta: 0:06:50 lr: 0.001776 loss: 0.1798 (0.1906) loss_rec_all: 0.2061 (0.2165) loss_rec_sfr: 0.2280 (0.2773) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [05:07:44.504693] Epoch: [298] [2380/2904] eta: 0:06:35 lr: 0.001776 loss: 0.1758 (0.1905) loss_rec_all: 0.2025 (0.2165) loss_rec_sfr: 0.2243 (0.2770) loss_cl: -0.2797 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [05:07:59.411774] Epoch: [298] [2400/2904] eta: 0:06:20 lr: 0.001776 loss: 0.1772 (0.1905) loss_rec_all: 0.2031 (0.2165) loss_rec_sfr: 0.2320 (0.2771) loss_cl: -0.2790 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [05:08:14.324484] Epoch: [298] [2420/2904] eta: 0:06:05 lr: 0.001776 loss: 0.1808 (0.1905) loss_rec_all: 0.2067 (0.2165) loss_rec_sfr: 0.2599 (0.2771) loss_cl: -0.2780 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [05:08:29.236568] Epoch: [298] [2440/2904] eta: 0:05:49 lr: 0.001776 loss: 0.1806 (0.1905) loss_rec_all: 0.2064 (0.2165) loss_rec_sfr: 0.2631 (0.2772) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [05:08:44.144116] Epoch: [298] [2460/2904] eta: 0:05:34 lr: 0.001776 loss: 0.1825 (0.1906) loss_rec_all: 0.2090 (0.2166) loss_rec_sfr: 0.2662 (0.2775) loss_cl: -0.2796 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [05:08:59.053520] Epoch: [298] [2480/2904] eta: 0:05:19 lr: 0.001776 loss: 0.1811 (0.1905) loss_rec_all: 0.2074 (0.2165) loss_rec_sfr: 0.2609 (0.2774) loss_cl: -0.2793 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [05:09:13.970567] Epoch: [298] [2500/2904] eta: 0:05:04 lr: 0.001776 loss: 0.1848 (0.1906) loss_rec_all: 0.2108 (0.2165) loss_rec_sfr: 0.2666 (0.2775) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [05:09:28.884900] Epoch: [298] [2520/2904] eta: 0:04:49 lr: 0.001776 loss: 0.1776 (0.1905) loss_rec_all: 0.2040 (0.2165) loss_rec_sfr: 0.2587 (0.2774) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [05:09:43.800755] Epoch: [298] [2540/2904] eta: 0:04:34 lr: 0.001776 loss: 0.1807 (0.1905) loss_rec_all: 0.2070 (0.2165) loss_rec_sfr: 0.2630 (0.2774) loss_cl: -0.2794 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [05:09:58.716271] Epoch: [298] [2560/2904] eta: 0:04:19 lr: 0.001776 loss: 0.1835 (0.1906) loss_rec_all: 0.2096 (0.2166) loss_rec_sfr: 0.2660 (0.2777) loss_cl: -0.2783 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [05:10:13.629845] Epoch: [298] [2580/2904] eta: 0:04:04 lr: 0.001776 loss: 0.1798 (0.1906) loss_rec_all: 0.2055 (0.2166) loss_rec_sfr: 0.2673 (0.2778) loss_cl: -0.2783 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [05:10:28.542840] Epoch: [298] [2600/2904] eta: 0:03:49 lr: 0.001776 loss: 0.1826 (0.1906) loss_rec_all: 0.2090 (0.2166) loss_rec_sfr: 0.2675 (0.2779) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [05:10:43.455425] Epoch: [298] [2620/2904] eta: 0:03:34 lr: 0.001776 loss: 0.1796 (0.1907) loss_rec_all: 0.2057 (0.2166) loss_rec_sfr: 0.2677 (0.2780) loss_cl: -0.2794 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [05:10:58.365963] Epoch: [298] [2640/2904] eta: 0:03:18 lr: 0.001776 loss: 0.1789 (0.1906) loss_rec_all: 0.2050 (0.2166) loss_rec_sfr: 0.2654 (0.2779) loss_cl: -0.2778 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [05:11:13.281368] Epoch: [298] [2660/2904] eta: 0:03:03 lr: 0.001776 loss: 0.1764 (0.1906) loss_rec_all: 0.2028 (0.2165) loss_rec_sfr: 0.2239 (0.2777) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [05:11:28.193357] Epoch: [298] [2680/2904] eta: 0:02:48 lr: 0.001776 loss: 0.1869 (0.1907) loss_rec_all: 0.2131 (0.2166) loss_rec_sfr: 0.2802 (0.2782) loss_cl: -0.2794 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [05:11:43.106215] Epoch: [298] [2700/2904] eta: 0:02:33 lr: 0.001776 loss: 0.1778 (0.1907) loss_rec_all: 0.2045 (0.2166) loss_rec_sfr: 0.2685 (0.2782) loss_cl: -0.2796 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [05:11:58.018997] Epoch: [298] [2720/2904] eta: 0:02:18 lr: 0.001776 loss: 0.1806 (0.1907) loss_rec_all: 0.2068 (0.2166) loss_rec_sfr: 0.2574 (0.2783) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [05:12:12.931941] Epoch: [298] [2740/2904] eta: 0:02:03 lr: 0.001776 loss: 0.1950 (0.1908) loss_rec_all: 0.2211 (0.2168) loss_rec_sfr: 0.2767 (0.2787) loss_cl: -0.2778 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [05:12:27.844527] Epoch: [298] [2760/2904] eta: 0:01:48 lr: 0.001776 loss: 0.1810 (0.1908) loss_rec_all: 0.2069 (0.2168) loss_rec_sfr: 0.2558 (0.2787) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [05:12:42.754114] Epoch: [298] [2780/2904] eta: 0:01:33 lr: 0.001776 loss: 0.1820 (0.1908) loss_rec_all: 0.2082 (0.2168) loss_rec_sfr: 0.2649 (0.2787) loss_cl: -0.2794 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [05:12:57.671834] Epoch: [298] [2800/2904] eta: 0:01:18 lr: 0.001776 loss: 0.1832 (0.1908) loss_rec_all: 0.2091 (0.2167) loss_rec_sfr: 0.2617 (0.2785) loss_cl: -0.2797 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [05:13:12.592413] Epoch: [298] [2820/2904] eta: 0:01:03 lr: 0.001776 loss: 0.1822 (0.1908) loss_rec_all: 0.2082 (0.2167) loss_rec_sfr: 0.2643 (0.2786) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [05:13:27.553763] Epoch: [298] [2840/2904] eta: 0:00:48 lr: 0.001776 loss: 0.1807 (0.1908) loss_rec_all: 0.2069 (0.2167) loss_rec_sfr: 0.2588 (0.2786) loss_cl: -0.2787 (-0.2788) time: 0.7480 data: 0.0029 max mem: 29860 [05:13:42.459346] Epoch: [298] [2860/2904] eta: 0:00:33 lr: 0.001776 loss: 0.1790 (0.1908) loss_rec_all: 0.2055 (0.2167) loss_rec_sfr: 0.2547 (0.2785) loss_cl: -0.2795 (-0.2788) time: 0.7452 data: 0.0001 max mem: 29860 [05:13:57.360041] Epoch: [298] [2880/2904] eta: 0:00:18 lr: 0.001776 loss: 0.1812 (0.1908) loss_rec_all: 0.2072 (0.2167) loss_rec_sfr: 0.2580 (0.2784) loss_cl: -0.2783 (-0.2788) time: 0.7450 data: 0.0001 max mem: 29860 [05:14:12.257989] Epoch: [298] [2900/2904] eta: 0:00:03 lr: 0.001776 loss: 0.1813 (0.1908) loss_rec_all: 0.2073 (0.2167) loss_rec_sfr: 0.2652 (0.2784) loss_cl: -0.2786 (-0.2788) time: 0.7449 data: 0.0001 max mem: 29860 [05:14:14.499574] Epoch: [298] [2903/2904] eta: 0:00:00 lr: 0.001776 loss: 0.1798 (0.1907) loss_rec_all: 0.2061 (0.2167) loss_rec_sfr: 0.2639 (0.2784) loss_cl: -0.2788 (-0.2788) time: 0.7449 data: 0.0001 max mem: 29860 [05:14:16.619772] Epoch: [298] Total time: 0:36:28 (0.7536 s / it) [05:14:16.624220] Averaged stats: lr: 0.001776 loss: 0.1798 (0.1936) loss_rec_all: 0.2061 (0.2172) loss_rec_sfr: 0.2639 (0.2807) loss_cl: -0.2788 (-0.2556) [05:14:16.628959] log_dir: ./checkpoint/VF2_ViT-B [05:14:33.928570] Epoch: [299] [ 0/2904] eta: 13:57:16 lr: 0.001775 loss: 0.1760 (0.1760) loss_rec_all: 0.2019 (0.2019) loss_rec_sfr: 0.2739 (0.2739) loss_cl: -0.2784 (-0.2784) time: 17.2989 data: 13.5515 max mem: 29860 [05:14:49.631327] Epoch: [299] [ 20/2904] eta: 1:15:32 lr: 0.001775 loss: 0.1847 (0.1908) loss_rec_all: 0.2106 (0.2167) loss_rec_sfr: 0.2513 (0.2779) loss_cl: -0.2786 (-0.2785) time: 0.7851 data: 0.0002 max mem: 29860 [05:15:04.498403] Epoch: [299] [ 40/2904] eta: 0:55:43 lr: 0.001775 loss: 0.1788 (0.1895) loss_rec_all: 0.2049 (0.2155) loss_rec_sfr: 0.2191 (0.2674) loss_cl: -0.2787 (-0.2785) time: 0.7433 data: 0.0002 max mem: 29860 [05:15:19.383862] Epoch: [299] [ 60/2904] eta: 0:48:45 lr: 0.001775 loss: 0.1812 (0.1912) loss_rec_all: 0.2077 (0.2171) loss_rec_sfr: 0.2497 (0.2715) loss_cl: -0.2794 (-0.2788) time: 0.7442 data: 0.0002 max mem: 29860 [05:15:34.281261] Epoch: [299] [ 80/2904] eta: 0:45:07 lr: 0.001775 loss: 0.1815 (0.1908) loss_rec_all: 0.2080 (0.2168) loss_rec_sfr: 0.2581 (0.2707) loss_cl: -0.2803 (-0.2791) time: 0.7448 data: 0.0002 max mem: 29860 [05:15:49.185274] Epoch: [299] [ 100/2904] eta: 0:42:49 lr: 0.001775 loss: 0.1846 (0.1921) loss_rec_all: 0.2106 (0.2181) loss_rec_sfr: 0.2732 (0.2778) loss_cl: -0.2790 (-0.2791) time: 0.7452 data: 0.0002 max mem: 29860 [05:16:04.094336] Epoch: [299] [ 120/2904] eta: 0:41:12 lr: 0.001775 loss: 0.1811 (0.1940) loss_rec_all: 0.2068 (0.2199) loss_rec_sfr: 0.2667 (0.2854) loss_cl: -0.2781 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [05:16:19.022070] Epoch: [299] [ 140/2904] eta: 0:39:59 lr: 0.001775 loss: 0.1786 (0.1926) loss_rec_all: 0.2048 (0.2185) loss_rec_sfr: 0.2648 (0.2819) loss_cl: -0.2787 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [05:16:33.940237] Epoch: [299] [ 160/2904] eta: 0:39:00 lr: 0.001775 loss: 0.1805 (0.1919) loss_rec_all: 0.2063 (0.2178) loss_rec_sfr: 0.2642 (0.2800) loss_cl: -0.2784 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [05:16:48.860587] Epoch: [299] [ 180/2904] eta: 0:38:10 lr: 0.001775 loss: 0.1811 (0.1917) loss_rec_all: 0.2072 (0.2177) loss_rec_sfr: 0.2529 (0.2790) loss_cl: -0.2784 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [05:17:03.808627] Epoch: [299] [ 200/2904] eta: 0:37:28 lr: 0.001775 loss: 0.1805 (0.1922) loss_rec_all: 0.2066 (0.2181) loss_rec_sfr: 0.2624 (0.2807) loss_cl: -0.2787 (-0.2787) time: 0.7474 data: 0.0002 max mem: 29860 [05:17:18.729123] Epoch: [299] [ 220/2904] eta: 0:36:51 lr: 0.001775 loss: 0.1804 (0.1915) loss_rec_all: 0.2066 (0.2175) loss_rec_sfr: 0.2540 (0.2779) loss_cl: -0.2787 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [05:17:33.646263] Epoch: [299] [ 240/2904] eta: 0:36:17 lr: 0.001775 loss: 0.1772 (0.1907) loss_rec_all: 0.2036 (0.2166) loss_rec_sfr: 0.2552 (0.2756) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [05:17:48.558711] Epoch: [299] [ 260/2904] eta: 0:35:46 lr: 0.001775 loss: 0.1780 (0.1907) loss_rec_all: 0.2046 (0.2166) loss_rec_sfr: 0.2519 (0.2756) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [05:18:03.487354] Epoch: [299] [ 280/2904] eta: 0:35:18 lr: 0.001775 loss: 0.1808 (0.1904) loss_rec_all: 0.2073 (0.2164) loss_rec_sfr: 0.2568 (0.2754) loss_cl: -0.2787 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [05:18:18.395827] Epoch: [299] [ 300/2904] eta: 0:34:51 lr: 0.001775 loss: 0.1836 (0.1911) loss_rec_all: 0.2099 (0.2170) loss_rec_sfr: 0.2759 (0.2781) loss_cl: -0.2794 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [05:18:33.308270] Epoch: [299] [ 320/2904] eta: 0:34:26 lr: 0.001775 loss: 0.1881 (0.1917) loss_rec_all: 0.2144 (0.2177) loss_rec_sfr: 0.2640 (0.2805) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [05:18:48.219772] Epoch: [299] [ 340/2904] eta: 0:34:02 lr: 0.001775 loss: 0.1785 (0.1912) loss_rec_all: 0.2046 (0.2171) loss_rec_sfr: 0.2289 (0.2783) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [05:19:03.157692] Epoch: [299] [ 360/2904] eta: 0:33:39 lr: 0.001775 loss: 0.1849 (0.1911) loss_rec_all: 0.2110 (0.2171) loss_rec_sfr: 0.2595 (0.2782) loss_cl: -0.2784 (-0.2788) time: 0.7469 data: 0.0002 max mem: 29860 [05:19:18.079799] Epoch: [299] [ 380/2904] eta: 0:33:16 lr: 0.001775 loss: 0.1789 (0.1910) loss_rec_all: 0.2047 (0.2169) loss_rec_sfr: 0.2661 (0.2784) loss_cl: -0.2778 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [05:19:32.997780] Epoch: [299] [ 400/2904] eta: 0:32:55 lr: 0.001775 loss: 0.1825 (0.1910) loss_rec_all: 0.2086 (0.2169) loss_rec_sfr: 0.2678 (0.2788) loss_cl: -0.2789 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [05:19:47.914945] Epoch: [299] [ 420/2904] eta: 0:32:34 lr: 0.001775 loss: 0.1814 (0.1911) loss_rec_all: 0.2076 (0.2170) loss_rec_sfr: 0.2639 (0.2791) loss_cl: -0.2793 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [05:20:02.833330] Epoch: [299] [ 440/2904] eta: 0:32:14 lr: 0.001775 loss: 0.1814 (0.1912) loss_rec_all: 0.2074 (0.2171) loss_rec_sfr: 0.2626 (0.2790) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [05:20:17.746759] Epoch: [299] [ 460/2904] eta: 0:31:54 lr: 0.001775 loss: 0.1810 (0.1913) loss_rec_all: 0.2070 (0.2172) loss_rec_sfr: 0.2634 (0.2794) loss_cl: -0.2784 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [05:20:32.667252] Epoch: [299] [ 480/2904] eta: 0:31:34 lr: 0.001775 loss: 0.1814 (0.1911) loss_rec_all: 0.2076 (0.2170) loss_rec_sfr: 0.2573 (0.2789) loss_cl: -0.2782 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [05:20:47.592106] Epoch: [299] [ 500/2904] eta: 0:31:15 lr: 0.001775 loss: 0.1854 (0.1910) loss_rec_all: 0.2114 (0.2170) loss_rec_sfr: 0.2634 (0.2788) loss_cl: -0.2791 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [05:21:02.508917] Epoch: [299] [ 520/2904] eta: 0:30:57 lr: 0.001775 loss: 0.1813 (0.1908) loss_rec_all: 0.2079 (0.2167) loss_rec_sfr: 0.2574 (0.2781) loss_cl: -0.2797 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [05:21:17.432663] Epoch: [299] [ 540/2904] eta: 0:30:38 lr: 0.001775 loss: 0.1843 (0.1909) loss_rec_all: 0.2105 (0.2168) loss_rec_sfr: 0.2688 (0.2785) loss_cl: -0.2797 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [05:21:32.361088] Epoch: [299] [ 560/2904] eta: 0:30:20 lr: 0.001775 loss: 0.1831 (0.1911) loss_rec_all: 0.2097 (0.2170) loss_rec_sfr: 0.2634 (0.2793) loss_cl: -0.2785 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [05:21:47.294206] Epoch: [299] [ 580/2904] eta: 0:30:02 lr: 0.001775 loss: 0.1797 (0.1911) loss_rec_all: 0.2061 (0.2171) loss_rec_sfr: 0.2698 (0.2795) loss_cl: -0.2783 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [05:22:02.216731] Epoch: [299] [ 600/2904] eta: 0:29:44 lr: 0.001775 loss: 0.1809 (0.1911) loss_rec_all: 0.2076 (0.2170) loss_rec_sfr: 0.2532 (0.2791) loss_cl: -0.2788 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [05:22:17.141561] Epoch: [299] [ 620/2904] eta: 0:29:27 lr: 0.001775 loss: 0.1808 (0.1909) loss_rec_all: 0.2067 (0.2168) loss_rec_sfr: 0.2564 (0.2782) loss_cl: -0.2796 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [05:22:32.054920] Epoch: [299] [ 640/2904] eta: 0:29:09 lr: 0.001775 loss: 0.1820 (0.1910) loss_rec_all: 0.2079 (0.2169) loss_rec_sfr: 0.2651 (0.2787) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [05:22:46.973648] Epoch: [299] [ 660/2904] eta: 0:28:52 lr: 0.001775 loss: 0.1785 (0.1910) loss_rec_all: 0.2044 (0.2169) loss_rec_sfr: 0.2251 (0.2784) loss_cl: -0.2778 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [05:23:01.890984] Epoch: [299] [ 680/2904] eta: 0:28:35 lr: 0.001774 loss: 0.1833 (0.1912) loss_rec_all: 0.2095 (0.2171) loss_rec_sfr: 0.2571 (0.2790) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [05:23:16.813714] Epoch: [299] [ 700/2904] eta: 0:28:18 lr: 0.001774 loss: 0.1825 (0.1912) loss_rec_all: 0.2082 (0.2172) loss_rec_sfr: 0.2543 (0.2791) loss_cl: -0.2786 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [05:23:31.734611] Epoch: [299] [ 720/2904] eta: 0:28:01 lr: 0.001774 loss: 0.1787 (0.1913) loss_rec_all: 0.2054 (0.2172) loss_rec_sfr: 0.2677 (0.2797) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [05:23:46.658816] Epoch: [299] [ 740/2904] eta: 0:27:44 lr: 0.001774 loss: 0.1792 (0.1913) loss_rec_all: 0.2051 (0.2172) loss_rec_sfr: 0.2696 (0.2800) loss_cl: -0.2788 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [05:24:01.578679] Epoch: [299] [ 760/2904] eta: 0:27:27 lr: 0.001774 loss: 0.1812 (0.1913) loss_rec_all: 0.2071 (0.2172) loss_rec_sfr: 0.2618 (0.2801) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [05:24:16.498001] Epoch: [299] [ 780/2904] eta: 0:27:11 lr: 0.001774 loss: 0.1824 (0.1912) loss_rec_all: 0.2086 (0.2171) loss_rec_sfr: 0.2597 (0.2797) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [05:24:31.411010] Epoch: [299] [ 800/2904] eta: 0:26:54 lr: 0.001774 loss: 0.1799 (0.1911) loss_rec_all: 0.2058 (0.2170) loss_rec_sfr: 0.2640 (0.2793) loss_cl: -0.2795 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [05:24:46.322710] Epoch: [299] [ 820/2904] eta: 0:26:38 lr: 0.001774 loss: 0.1785 (0.1910) loss_rec_all: 0.2047 (0.2169) loss_rec_sfr: 0.2579 (0.2788) loss_cl: -0.2791 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [05:25:01.229270] Epoch: [299] [ 840/2904] eta: 0:26:21 lr: 0.001774 loss: 0.1798 (0.1908) loss_rec_all: 0.2060 (0.2167) loss_rec_sfr: 0.2538 (0.2780) loss_cl: -0.2786 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [05:25:16.147464] Epoch: [299] [ 860/2904] eta: 0:26:05 lr: 0.001774 loss: 0.1793 (0.1908) loss_rec_all: 0.2053 (0.2167) loss_rec_sfr: 0.2676 (0.2781) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [05:25:31.068509] Epoch: [299] [ 880/2904] eta: 0:25:49 lr: 0.001774 loss: 0.1792 (0.1906) loss_rec_all: 0.2053 (0.2165) loss_rec_sfr: 0.2646 (0.2777) loss_cl: -0.2791 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [05:25:45.984435] Epoch: [299] [ 900/2904] eta: 0:25:33 lr: 0.001774 loss: 0.1822 (0.1906) loss_rec_all: 0.2083 (0.2165) loss_rec_sfr: 0.2625 (0.2777) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [05:26:00.906549] Epoch: [299] [ 920/2904] eta: 0:25:17 lr: 0.001774 loss: 0.1798 (0.1906) loss_rec_all: 0.2059 (0.2165) loss_rec_sfr: 0.2672 (0.2777) loss_cl: -0.2784 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [05:26:15.838082] Epoch: [299] [ 940/2904] eta: 0:25:01 lr: 0.001774 loss: 0.1830 (0.1906) loss_rec_all: 0.2090 (0.2166) loss_rec_sfr: 0.2718 (0.2781) loss_cl: -0.2788 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [05:26:30.775002] Epoch: [299] [ 960/2904] eta: 0:24:45 lr: 0.001774 loss: 0.1809 (0.1906) loss_rec_all: 0.2073 (0.2166) loss_rec_sfr: 0.2176 (0.2776) loss_cl: -0.2795 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [05:26:45.696325] Epoch: [299] [ 980/2904] eta: 0:24:29 lr: 0.001774 loss: 0.1811 (0.1907) loss_rec_all: 0.2071 (0.2166) loss_rec_sfr: 0.2653 (0.2779) loss_cl: -0.2791 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [05:27:00.607911] Epoch: [299] [1000/2904] eta: 0:24:13 lr: 0.001774 loss: 0.1818 (0.1907) loss_rec_all: 0.2077 (0.2166) loss_rec_sfr: 0.2560 (0.2778) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [05:27:15.514369] Epoch: [299] [1020/2904] eta: 0:23:57 lr: 0.001774 loss: 0.1833 (0.1908) loss_rec_all: 0.2094 (0.2167) loss_rec_sfr: 0.2692 (0.2782) loss_cl: -0.2785 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [05:27:30.427563] Epoch: [299] [1040/2904] eta: 0:23:41 lr: 0.001774 loss: 0.1801 (0.1908) loss_rec_all: 0.2061 (0.2167) loss_rec_sfr: 0.2567 (0.2781) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [05:27:45.341995] Epoch: [299] [1060/2904] eta: 0:23:25 lr: 0.001774 loss: 0.1857 (0.1910) loss_rec_all: 0.2116 (0.2169) loss_rec_sfr: 0.2723 (0.2788) loss_cl: -0.2783 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [05:28:00.261337] Epoch: [299] [1080/2904] eta: 0:23:09 lr: 0.001774 loss: 0.1824 (0.1909) loss_rec_all: 0.2083 (0.2168) loss_rec_sfr: 0.2646 (0.2787) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [05:28:15.180176] Epoch: [299] [1100/2904] eta: 0:22:53 lr: 0.001774 loss: 0.1795 (0.1910) loss_rec_all: 0.2056 (0.2169) loss_rec_sfr: 0.2602 (0.2790) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [05:28:30.093788] Epoch: [299] [1120/2904] eta: 0:22:38 lr: 0.001774 loss: 0.1792 (0.1910) loss_rec_all: 0.2052 (0.2169) loss_rec_sfr: 0.2653 (0.2791) loss_cl: -0.2794 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [05:28:45.008197] Epoch: [299] [1140/2904] eta: 0:22:22 lr: 0.001774 loss: 0.1786 (0.1909) loss_rec_all: 0.2048 (0.2169) loss_rec_sfr: 0.2586 (0.2790) loss_cl: -0.2796 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [05:28:59.922216] Epoch: [299] [1160/2904] eta: 0:22:06 lr: 0.001774 loss: 0.1863 (0.1910) loss_rec_all: 0.2124 (0.2169) loss_rec_sfr: 0.2585 (0.2792) loss_cl: -0.2782 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [05:29:14.834896] Epoch: [299] [1180/2904] eta: 0:21:51 lr: 0.001774 loss: 0.1818 (0.1908) loss_rec_all: 0.2080 (0.2168) loss_rec_sfr: 0.2585 (0.2787) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [05:29:29.755288] Epoch: [299] [1200/2904] eta: 0:21:35 lr: 0.001774 loss: 0.1901 (0.1912) loss_rec_all: 0.2161 (0.2171) loss_rec_sfr: 0.2761 (0.2798) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [05:29:44.671286] Epoch: [299] [1220/2904] eta: 0:21:19 lr: 0.001774 loss: 0.1796 (0.1912) loss_rec_all: 0.2063 (0.2171) loss_rec_sfr: 0.2605 (0.2798) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [05:29:59.587743] Epoch: [299] [1240/2904] eta: 0:21:04 lr: 0.001774 loss: 0.1836 (0.1912) loss_rec_all: 0.2100 (0.2171) loss_rec_sfr: 0.2587 (0.2798) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [05:30:14.507299] Epoch: [299] [1260/2904] eta: 0:20:48 lr: 0.001774 loss: 0.1835 (0.1912) loss_rec_all: 0.2098 (0.2172) loss_rec_sfr: 0.2340 (0.2797) loss_cl: -0.2782 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [05:30:29.431409] Epoch: [299] [1280/2904] eta: 0:20:33 lr: 0.001774 loss: 0.1796 (0.1912) loss_rec_all: 0.2055 (0.2171) loss_rec_sfr: 0.2589 (0.2796) loss_cl: -0.2787 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [05:30:44.354922] Epoch: [299] [1300/2904] eta: 0:20:17 lr: 0.001774 loss: 0.1825 (0.1912) loss_rec_all: 0.2089 (0.2171) loss_rec_sfr: 0.2592 (0.2794) loss_cl: -0.2794 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [05:30:59.280027] Epoch: [299] [1320/2904] eta: 0:20:02 lr: 0.001774 loss: 0.1806 (0.1912) loss_rec_all: 0.2069 (0.2171) loss_rec_sfr: 0.2589 (0.2793) loss_cl: -0.2799 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [05:31:14.202111] Epoch: [299] [1340/2904] eta: 0:19:46 lr: 0.001773 loss: 0.1809 (0.1912) loss_rec_all: 0.2067 (0.2171) loss_rec_sfr: 0.2699 (0.2794) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [05:31:29.115664] Epoch: [299] [1360/2904] eta: 0:19:31 lr: 0.001773 loss: 0.1772 (0.1911) loss_rec_all: 0.2038 (0.2171) loss_rec_sfr: 0.2482 (0.2792) loss_cl: -0.2776 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [05:31:44.032503] Epoch: [299] [1380/2904] eta: 0:19:15 lr: 0.001773 loss: 0.1812 (0.1910) loss_rec_all: 0.2072 (0.2170) loss_rec_sfr: 0.2621 (0.2790) loss_cl: -0.2782 (-0.2788) time: 0.7458 data: 0.0004 max mem: 29860 [05:31:58.945315] Epoch: [299] [1400/2904] eta: 0:19:00 lr: 0.001773 loss: 0.1833 (0.1911) loss_rec_all: 0.2095 (0.2170) loss_rec_sfr: 0.2600 (0.2790) loss_cl: -0.2795 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [05:32:13.859667] Epoch: [299] [1420/2904] eta: 0:18:44 lr: 0.001773 loss: 0.1785 (0.1910) loss_rec_all: 0.2047 (0.2169) loss_rec_sfr: 0.2607 (0.2788) loss_cl: -0.2800 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [05:32:28.778592] Epoch: [299] [1440/2904] eta: 0:18:29 lr: 0.001773 loss: 0.1816 (0.1911) loss_rec_all: 0.2079 (0.2170) loss_rec_sfr: 0.2672 (0.2792) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [05:32:43.697091] Epoch: [299] [1460/2904] eta: 0:18:14 lr: 0.001773 loss: 0.1788 (0.1910) loss_rec_all: 0.2049 (0.2169) loss_rec_sfr: 0.2632 (0.2790) loss_cl: -0.2794 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [05:32:58.615375] Epoch: [299] [1480/2904] eta: 0:17:58 lr: 0.001773 loss: 0.1813 (0.1910) loss_rec_all: 0.2076 (0.2170) loss_rec_sfr: 0.2551 (0.2790) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [05:33:13.532721] Epoch: [299] [1500/2904] eta: 0:17:43 lr: 0.001773 loss: 0.1856 (0.1911) loss_rec_all: 0.2119 (0.2170) loss_rec_sfr: 0.2592 (0.2792) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [05:33:28.453836] Epoch: [299] [1520/2904] eta: 0:17:28 lr: 0.001773 loss: 0.1838 (0.1911) loss_rec_all: 0.2099 (0.2170) loss_rec_sfr: 0.2666 (0.2791) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [05:33:43.373157] Epoch: [299] [1540/2904] eta: 0:17:12 lr: 0.001773 loss: 0.1778 (0.1909) loss_rec_all: 0.2036 (0.2169) loss_rec_sfr: 0.2221 (0.2786) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [05:33:58.293852] Epoch: [299] [1560/2904] eta: 0:16:57 lr: 0.001773 loss: 0.1844 (0.1910) loss_rec_all: 0.2102 (0.2169) loss_rec_sfr: 0.2694 (0.2786) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [05:34:13.213557] Epoch: [299] [1580/2904] eta: 0:16:42 lr: 0.001773 loss: 0.1824 (0.1910) loss_rec_all: 0.2091 (0.2169) loss_rec_sfr: 0.2683 (0.2787) loss_cl: -0.2798 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [05:34:28.126540] Epoch: [299] [1600/2904] eta: 0:16:26 lr: 0.001773 loss: 0.1847 (0.1911) loss_rec_all: 0.2110 (0.2171) loss_rec_sfr: 0.2630 (0.2792) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [05:34:43.034538] Epoch: [299] [1620/2904] eta: 0:16:11 lr: 0.001773 loss: 0.1811 (0.1911) loss_rec_all: 0.2070 (0.2171) loss_rec_sfr: 0.2638 (0.2793) loss_cl: -0.2782 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [05:34:57.943992] Epoch: [299] [1640/2904] eta: 0:15:56 lr: 0.001773 loss: 0.1810 (0.1912) loss_rec_all: 0.2070 (0.2171) loss_rec_sfr: 0.2620 (0.2793) loss_cl: -0.2781 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [05:35:12.858052] Epoch: [299] [1660/2904] eta: 0:15:40 lr: 0.001773 loss: 0.1784 (0.1911) loss_rec_all: 0.2046 (0.2170) loss_rec_sfr: 0.2605 (0.2793) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [05:35:27.777248] Epoch: [299] [1680/2904] eta: 0:15:25 lr: 0.001773 loss: 0.1849 (0.1913) loss_rec_all: 0.2112 (0.2172) loss_rec_sfr: 0.2668 (0.2799) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [05:35:42.699648] Epoch: [299] [1700/2904] eta: 0:15:10 lr: 0.001773 loss: 0.1772 (0.1912) loss_rec_all: 0.2035 (0.2172) loss_rec_sfr: 0.2636 (0.2799) loss_cl: -0.2804 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [05:35:57.609246] Epoch: [299] [1720/2904] eta: 0:14:54 lr: 0.001773 loss: 0.1839 (0.1913) loss_rec_all: 0.2097 (0.2172) loss_rec_sfr: 0.2675 (0.2800) loss_cl: -0.2797 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [05:36:12.526987] Epoch: [299] [1740/2904] eta: 0:14:39 lr: 0.001773 loss: 0.1786 (0.1913) loss_rec_all: 0.2046 (0.2173) loss_rec_sfr: 0.2485 (0.2802) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [05:36:27.440250] Epoch: [299] [1760/2904] eta: 0:14:24 lr: 0.001773 loss: 0.1850 (0.1914) loss_rec_all: 0.2108 (0.2174) loss_rec_sfr: 0.2733 (0.2806) loss_cl: -0.2782 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [05:36:42.353689] Epoch: [299] [1780/2904] eta: 0:14:09 lr: 0.001773 loss: 0.1807 (0.1915) loss_rec_all: 0.2072 (0.2174) loss_rec_sfr: 0.2698 (0.2809) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [05:36:57.267542] Epoch: [299] [1800/2904] eta: 0:13:54 lr: 0.001773 loss: 0.1816 (0.1915) loss_rec_all: 0.2078 (0.2174) loss_rec_sfr: 0.2613 (0.2809) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [05:37:12.185141] Epoch: [299] [1820/2904] eta: 0:13:38 lr: 0.001773 loss: 0.1845 (0.1916) loss_rec_all: 0.2106 (0.2175) loss_rec_sfr: 0.2689 (0.2811) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [05:37:27.102495] Epoch: [299] [1840/2904] eta: 0:13:23 lr: 0.001773 loss: 0.1844 (0.1916) loss_rec_all: 0.2107 (0.2175) loss_rec_sfr: 0.2582 (0.2813) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [05:37:42.015005] Epoch: [299] [1860/2904] eta: 0:13:08 lr: 0.001773 loss: 0.1792 (0.1915) loss_rec_all: 0.2056 (0.2174) loss_rec_sfr: 0.2644 (0.2810) loss_cl: -0.2793 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [05:37:56.925097] Epoch: [299] [1880/2904] eta: 0:12:53 lr: 0.001773 loss: 0.1790 (0.1916) loss_rec_all: 0.2053 (0.2175) loss_rec_sfr: 0.2670 (0.2811) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [05:38:11.834527] Epoch: [299] [1900/2904] eta: 0:12:37 lr: 0.001773 loss: 0.1771 (0.1915) loss_rec_all: 0.2032 (0.2174) loss_rec_sfr: 0.2528 (0.2810) loss_cl: -0.2782 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [05:38:26.743358] Epoch: [299] [1920/2904] eta: 0:12:22 lr: 0.001773 loss: 0.1787 (0.1915) loss_rec_all: 0.2051 (0.2174) loss_rec_sfr: 0.2610 (0.2809) loss_cl: -0.2785 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [05:38:41.666210] Epoch: [299] [1940/2904] eta: 0:12:07 lr: 0.001773 loss: 0.1789 (0.1914) loss_rec_all: 0.2050 (0.2173) loss_rec_sfr: 0.2279 (0.2805) loss_cl: -0.2793 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [05:38:56.590569] Epoch: [299] [1960/2904] eta: 0:11:52 lr: 0.001773 loss: 0.1785 (0.1913) loss_rec_all: 0.2050 (0.2172) loss_rec_sfr: 0.2549 (0.2802) loss_cl: -0.2801 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [05:39:11.504573] Epoch: [299] [1980/2904] eta: 0:11:37 lr: 0.001773 loss: 0.1791 (0.1913) loss_rec_all: 0.2051 (0.2172) loss_rec_sfr: 0.2572 (0.2802) loss_cl: -0.2793 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [05:39:26.428111] Epoch: [299] [2000/2904] eta: 0:11:22 lr: 0.001772 loss: 0.1807 (0.1913) loss_rec_all: 0.2071 (0.2173) loss_rec_sfr: 0.2658 (0.2803) loss_cl: -0.2781 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [05:39:41.343385] Epoch: [299] [2020/2904] eta: 0:11:06 lr: 0.001772 loss: 0.1775 (0.1914) loss_rec_all: 0.2036 (0.2173) loss_rec_sfr: 0.2612 (0.2804) loss_cl: -0.2782 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [05:39:56.254550] Epoch: [299] [2040/2904] eta: 0:10:51 lr: 0.001772 loss: 0.1803 (0.1913) loss_rec_all: 0.2068 (0.2172) loss_rec_sfr: 0.2334 (0.2802) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [05:40:11.161978] Epoch: [299] [2060/2904] eta: 0:10:36 lr: 0.001772 loss: 0.1831 (0.1914) loss_rec_all: 0.2095 (0.2173) loss_rec_sfr: 0.2684 (0.2804) loss_cl: -0.2794 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [05:40:26.076694] Epoch: [299] [2080/2904] eta: 0:10:21 lr: 0.001772 loss: 0.1799 (0.1914) loss_rec_all: 0.2065 (0.2173) loss_rec_sfr: 0.2615 (0.2805) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [05:40:40.986284] Epoch: [299] [2100/2904] eta: 0:10:06 lr: 0.001772 loss: 0.1769 (0.1913) loss_rec_all: 0.2035 (0.2172) loss_rec_sfr: 0.2271 (0.2801) loss_cl: -0.2797 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [05:40:55.902190] Epoch: [299] [2120/2904] eta: 0:09:51 lr: 0.001772 loss: 0.1815 (0.1913) loss_rec_all: 0.2081 (0.2173) loss_rec_sfr: 0.2586 (0.2802) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [05:41:10.816704] Epoch: [299] [2140/2904] eta: 0:09:35 lr: 0.001772 loss: 0.1834 (0.1913) loss_rec_all: 0.2100 (0.2172) loss_rec_sfr: 0.2653 (0.2802) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [05:41:25.730592] Epoch: [299] [2160/2904] eta: 0:09:20 lr: 0.001772 loss: 0.1798 (0.1913) loss_rec_all: 0.2058 (0.2172) loss_rec_sfr: 0.2312 (0.2799) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [05:41:40.638281] Epoch: [299] [2180/2904] eta: 0:09:05 lr: 0.001772 loss: 0.1816 (0.1912) loss_rec_all: 0.2080 (0.2171) loss_rec_sfr: 0.2559 (0.2797) loss_cl: -0.2790 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [05:41:55.547856] Epoch: [299] [2200/2904] eta: 0:08:50 lr: 0.001772 loss: 0.1852 (0.1913) loss_rec_all: 0.2115 (0.2172) loss_rec_sfr: 0.2679 (0.2801) loss_cl: -0.2790 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [05:42:10.460004] Epoch: [299] [2220/2904] eta: 0:08:35 lr: 0.001772 loss: 0.1822 (0.1914) loss_rec_all: 0.2084 (0.2173) loss_rec_sfr: 0.2618 (0.2803) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [05:42:25.369274] Epoch: [299] [2240/2904] eta: 0:08:20 lr: 0.001772 loss: 0.1808 (0.1914) loss_rec_all: 0.2067 (0.2173) loss_rec_sfr: 0.2646 (0.2804) loss_cl: -0.2781 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [05:42:40.279220] Epoch: [299] [2260/2904] eta: 0:08:05 lr: 0.001772 loss: 0.1824 (0.1914) loss_rec_all: 0.2084 (0.2173) loss_rec_sfr: 0.2483 (0.2802) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [05:42:55.189078] Epoch: [299] [2280/2904] eta: 0:07:50 lr: 0.001772 loss: 0.1812 (0.1913) loss_rec_all: 0.2076 (0.2172) loss_rec_sfr: 0.2658 (0.2801) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [05:43:10.102514] Epoch: [299] [2300/2904] eta: 0:07:34 lr: 0.001772 loss: 0.1799 (0.1913) loss_rec_all: 0.2058 (0.2172) loss_rec_sfr: 0.2643 (0.2800) loss_cl: -0.2784 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [05:43:25.009087] Epoch: [299] [2320/2904] eta: 0:07:19 lr: 0.001772 loss: 0.1785 (0.1912) loss_rec_all: 0.2046 (0.2172) loss_rec_sfr: 0.2594 (0.2798) loss_cl: -0.2786 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [05:43:39.921264] Epoch: [299] [2340/2904] eta: 0:07:04 lr: 0.001772 loss: 0.1784 (0.1912) loss_rec_all: 0.2045 (0.2171) loss_rec_sfr: 0.2560 (0.2797) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [05:43:54.836323] Epoch: [299] [2360/2904] eta: 0:06:49 lr: 0.001772 loss: 0.1806 (0.1912) loss_rec_all: 0.2065 (0.2171) loss_rec_sfr: 0.2633 (0.2798) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [05:44:09.748807] Epoch: [299] [2380/2904] eta: 0:06:34 lr: 0.001772 loss: 0.1812 (0.1913) loss_rec_all: 0.2077 (0.2172) loss_rec_sfr: 0.2727 (0.2800) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [05:44:24.658234] Epoch: [299] [2400/2904] eta: 0:06:19 lr: 0.001772 loss: 0.1871 (0.1913) loss_rec_all: 0.2131 (0.2173) loss_rec_sfr: 0.2683 (0.2803) loss_cl: -0.2786 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [05:44:39.563196] Epoch: [299] [2420/2904] eta: 0:06:04 lr: 0.001772 loss: 0.1801 (0.1913) loss_rec_all: 0.2064 (0.2172) loss_rec_sfr: 0.2562 (0.2800) loss_cl: -0.2793 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [05:44:54.477841] Epoch: [299] [2440/2904] eta: 0:05:49 lr: 0.001772 loss: 0.1789 (0.1912) loss_rec_all: 0.2048 (0.2172) loss_rec_sfr: 0.2485 (0.2799) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [05:45:09.387706] Epoch: [299] [2460/2904] eta: 0:05:34 lr: 0.001772 loss: 0.1836 (0.1912) loss_rec_all: 0.2095 (0.2171) loss_rec_sfr: 0.2599 (0.2798) loss_cl: -0.2783 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [05:45:24.303343] Epoch: [299] [2480/2904] eta: 0:05:19 lr: 0.001772 loss: 0.1825 (0.1912) loss_rec_all: 0.2083 (0.2171) loss_rec_sfr: 0.2684 (0.2798) loss_cl: -0.2778 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [05:45:39.214742] Epoch: [299] [2500/2904] eta: 0:05:04 lr: 0.001772 loss: 0.1775 (0.1911) loss_rec_all: 0.2040 (0.2170) loss_rec_sfr: 0.2550 (0.2795) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [05:45:54.125436] Epoch: [299] [2520/2904] eta: 0:04:49 lr: 0.001772 loss: 0.1804 (0.1911) loss_rec_all: 0.2064 (0.2170) loss_rec_sfr: 0.2622 (0.2794) loss_cl: -0.2801 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [05:46:09.036046] Epoch: [299] [2540/2904] eta: 0:04:33 lr: 0.001772 loss: 0.1811 (0.1911) loss_rec_all: 0.2076 (0.2170) loss_rec_sfr: 0.2703 (0.2795) loss_cl: -0.2799 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [05:46:23.949286] Epoch: [299] [2560/2904] eta: 0:04:18 lr: 0.001772 loss: 0.1803 (0.1910) loss_rec_all: 0.2064 (0.2170) loss_rec_sfr: 0.2286 (0.2793) loss_cl: -0.2797 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [05:46:38.863345] Epoch: [299] [2580/2904] eta: 0:04:03 lr: 0.001772 loss: 0.1813 (0.1910) loss_rec_all: 0.2078 (0.2169) loss_rec_sfr: 0.2685 (0.2792) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [05:46:53.781321] Epoch: [299] [2600/2904] eta: 0:03:48 lr: 0.001772 loss: 0.1798 (0.1910) loss_rec_all: 0.2061 (0.2169) loss_rec_sfr: 0.2579 (0.2792) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [05:47:08.694931] Epoch: [299] [2620/2904] eta: 0:03:33 lr: 0.001772 loss: 0.1822 (0.1909) loss_rec_all: 0.2085 (0.2169) loss_rec_sfr: 0.2596 (0.2790) loss_cl: -0.2798 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [05:47:23.609394] Epoch: [299] [2640/2904] eta: 0:03:18 lr: 0.001772 loss: 0.1799 (0.1909) loss_rec_all: 0.2061 (0.2168) loss_rec_sfr: 0.2240 (0.2789) loss_cl: -0.2801 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [05:47:38.520519] Epoch: [299] [2660/2904] eta: 0:03:03 lr: 0.001772 loss: 0.1790 (0.1909) loss_rec_all: 0.2056 (0.2168) loss_rec_sfr: 0.2524 (0.2787) loss_cl: -0.2794 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [05:47:53.434405] Epoch: [299] [2680/2904] eta: 0:02:48 lr: 0.001771 loss: 0.1770 (0.1909) loss_rec_all: 0.2030 (0.2168) loss_rec_sfr: 0.2658 (0.2789) loss_cl: -0.2795 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [05:48:08.344597] Epoch: [299] [2700/2904] eta: 0:02:33 lr: 0.001771 loss: 0.1818 (0.1909) loss_rec_all: 0.2081 (0.2169) loss_rec_sfr: 0.2603 (0.2790) loss_cl: -0.2778 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [05:48:23.255870] Epoch: [299] [2720/2904] eta: 0:02:18 lr: 0.001771 loss: 0.1751 (0.1909) loss_rec_all: 0.2016 (0.2168) loss_rec_sfr: 0.2285 (0.2788) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [05:48:38.167390] Epoch: [299] [2740/2904] eta: 0:02:03 lr: 0.001771 loss: 0.1782 (0.1908) loss_rec_all: 0.2045 (0.2168) loss_rec_sfr: 0.2588 (0.2788) loss_cl: -0.2791 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [05:48:53.079083] Epoch: [299] [2760/2904] eta: 0:01:48 lr: 0.001771 loss: 0.1804 (0.1908) loss_rec_all: 0.2066 (0.2168) loss_rec_sfr: 0.2588 (0.2788) loss_cl: -0.2794 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [05:49:07.992505] Epoch: [299] [2780/2904] eta: 0:01:33 lr: 0.001771 loss: 0.1842 (0.1908) loss_rec_all: 0.2105 (0.2167) loss_rec_sfr: 0.2430 (0.2785) loss_cl: -0.2796 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [05:49:22.902967] Epoch: [299] [2800/2904] eta: 0:01:18 lr: 0.001771 loss: 0.1807 (0.1908) loss_rec_all: 0.2072 (0.2167) loss_rec_sfr: 0.2620 (0.2786) loss_cl: -0.2798 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [05:49:37.815404] Epoch: [299] [2820/2904] eta: 0:01:03 lr: 0.001771 loss: 0.1814 (0.1908) loss_rec_all: 0.2076 (0.2167) loss_rec_sfr: 0.2647 (0.2786) loss_cl: -0.2795 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [05:49:52.775270] Epoch: [299] [2840/2904] eta: 0:00:48 lr: 0.001771 loss: 0.1801 (0.1907) loss_rec_all: 0.2064 (0.2166) loss_rec_sfr: 0.2570 (0.2784) loss_cl: -0.2785 (-0.2788) time: 0.7480 data: 0.0023 max mem: 29860 [05:50:07.674778] Epoch: [299] [2860/2904] eta: 0:00:33 lr: 0.001771 loss: 0.1827 (0.1907) loss_rec_all: 0.2092 (0.2167) loss_rec_sfr: 0.2596 (0.2785) loss_cl: -0.2782 (-0.2788) time: 0.7449 data: 0.0001 max mem: 29860 [05:50:22.573111] Epoch: [299] [2880/2904] eta: 0:00:18 lr: 0.001771 loss: 0.1815 (0.1907) loss_rec_all: 0.2076 (0.2167) loss_rec_sfr: 0.2639 (0.2785) loss_cl: -0.2787 (-0.2788) time: 0.7449 data: 0.0001 max mem: 29860 [05:50:37.469407] Epoch: [299] [2900/2904] eta: 0:00:03 lr: 0.001771 loss: 0.1784 (0.1907) loss_rec_all: 0.2049 (0.2167) loss_rec_sfr: 0.2647 (0.2785) loss_cl: -0.2794 (-0.2788) time: 0.7448 data: 0.0001 max mem: 29860 [05:50:39.712065] Epoch: [299] [2903/2904] eta: 0:00:00 lr: 0.001771 loss: 0.1784 (0.1907) loss_rec_all: 0.2049 (0.2166) loss_rec_sfr: 0.2678 (0.2785) loss_cl: -0.2795 (-0.2788) time: 0.7448 data: 0.0001 max mem: 29860 [05:50:41.920323] Epoch: [299] Total time: 0:36:25 (0.7525 s / it) [05:50:41.923126] Averaged stats: lr: 0.001771 loss: 0.1784 (0.1934) loss_rec_all: 0.2049 (0.2170) loss_rec_sfr: 0.2678 (0.2796) loss_cl: -0.2795 (-0.2556) [05:50:41.927771] log_dir: ./checkpoint/VF2_ViT-B [05:50:58.546795] Epoch: [300] [ 0/2904] eta: 13:24:19 lr: 0.001771 loss: 0.1860 (0.1860) loss_rec_all: 0.2125 (0.2125) loss_rec_sfr: 0.1950 (0.1950) loss_cl: -0.2793 (-0.2793) time: 16.6183 data: 14.6350 max mem: 29860 [05:51:14.471282] Epoch: [300] [ 20/2904] eta: 1:14:29 lr: 0.001771 loss: 0.1860 (0.1987) loss_rec_all: 0.2120 (0.2244) loss_rec_sfr: 0.2765 (0.3139) loss_cl: -0.2789 (-0.2787) time: 0.7962 data: 0.0002 max mem: 29860 [05:51:29.359559] Epoch: [300] [ 40/2904] eta: 0:55:13 lr: 0.001771 loss: 0.1829 (0.1967) loss_rec_all: 0.2088 (0.2225) loss_rec_sfr: 0.2633 (0.2970) loss_cl: -0.2780 (-0.2784) time: 0.7444 data: 0.0002 max mem: 29860 [05:51:44.268424] Epoch: [300] [ 60/2904] eta: 0:48:26 lr: 0.001771 loss: 0.1811 (0.1953) loss_rec_all: 0.2070 (0.2211) loss_rec_sfr: 0.2665 (0.2935) loss_cl: -0.2783 (-0.2783) time: 0.7454 data: 0.0002 max mem: 29860 [05:51:59.165075] Epoch: [300] [ 80/2904] eta: 0:44:52 lr: 0.001771 loss: 0.1827 (0.1933) loss_rec_all: 0.2086 (0.2191) loss_rec_sfr: 0.2643 (0.2894) loss_cl: -0.2795 (-0.2786) time: 0.7448 data: 0.0002 max mem: 29860 [05:52:14.073128] Epoch: [300] [ 100/2904] eta: 0:42:38 lr: 0.001771 loss: 0.1776 (0.1906) loss_rec_all: 0.2041 (0.2165) loss_rec_sfr: 0.2656 (0.2811) loss_cl: -0.2795 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [05:52:28.998303] Epoch: [300] [ 120/2904] eta: 0:41:03 lr: 0.001771 loss: 0.1818 (0.1904) loss_rec_all: 0.2079 (0.2164) loss_rec_sfr: 0.2604 (0.2809) loss_cl: -0.2789 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [05:52:43.947176] Epoch: [300] [ 140/2904] eta: 0:39:51 lr: 0.001771 loss: 0.1803 (0.1916) loss_rec_all: 0.2062 (0.2175) loss_rec_sfr: 0.2664 (0.2855) loss_cl: -0.2785 (-0.2788) time: 0.7474 data: 0.0002 max mem: 29860 [05:52:58.871765] Epoch: [300] [ 160/2904] eta: 0:38:53 lr: 0.001771 loss: 0.1792 (0.1920) loss_rec_all: 0.2050 (0.2179) loss_rec_sfr: 0.2688 (0.2881) loss_cl: -0.2786 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [05:53:13.829572] Epoch: [300] [ 180/2904] eta: 0:38:05 lr: 0.001771 loss: 0.1795 (0.1918) loss_rec_all: 0.2055 (0.2176) loss_rec_sfr: 0.2288 (0.2857) loss_cl: -0.2791 (-0.2788) time: 0.7479 data: 0.0002 max mem: 29860 [05:53:28.753249] Epoch: [300] [ 200/2904] eta: 0:37:24 lr: 0.001771 loss: 0.1779 (0.1907) loss_rec_all: 0.2044 (0.2166) loss_rec_sfr: 0.2289 (0.2817) loss_cl: -0.2787 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [05:53:43.677261] Epoch: [300] [ 220/2904] eta: 0:36:47 lr: 0.001771 loss: 0.1796 (0.1910) loss_rec_all: 0.2056 (0.2168) loss_rec_sfr: 0.2599 (0.2828) loss_cl: -0.2784 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [05:53:58.596421] Epoch: [300] [ 240/2904] eta: 0:36:13 lr: 0.001771 loss: 0.1851 (0.1911) loss_rec_all: 0.2110 (0.2170) loss_rec_sfr: 0.2642 (0.2829) loss_cl: -0.2779 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [05:54:13.531037] Epoch: [300] [ 260/2904] eta: 0:35:43 lr: 0.001771 loss: 0.1824 (0.1914) loss_rec_all: 0.2083 (0.2173) loss_rec_sfr: 0.2622 (0.2837) loss_cl: -0.2788 (-0.2787) time: 0.7467 data: 0.0002 max mem: 29860 [05:54:28.453409] Epoch: [300] [ 280/2904] eta: 0:35:15 lr: 0.001771 loss: 0.1807 (0.1912) loss_rec_all: 0.2071 (0.2171) loss_rec_sfr: 0.2588 (0.2831) loss_cl: -0.2797 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [05:54:43.375328] Epoch: [300] [ 300/2904] eta: 0:34:48 lr: 0.001771 loss: 0.1805 (0.1913) loss_rec_all: 0.2066 (0.2172) loss_rec_sfr: 0.2649 (0.2842) loss_cl: -0.2791 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [05:54:58.304595] Epoch: [300] [ 320/2904] eta: 0:34:23 lr: 0.001771 loss: 0.1826 (0.1916) loss_rec_all: 0.2092 (0.2175) loss_rec_sfr: 0.2623 (0.2844) loss_cl: -0.2794 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [05:55:13.237967] Epoch: [300] [ 340/2904] eta: 0:33:59 lr: 0.001771 loss: 0.1804 (0.1914) loss_rec_all: 0.2067 (0.2173) loss_rec_sfr: 0.2527 (0.2834) loss_cl: -0.2785 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [05:55:28.194951] Epoch: [300] [ 360/2904] eta: 0:33:37 lr: 0.001771 loss: 0.1825 (0.1914) loss_rec_all: 0.2084 (0.2173) loss_rec_sfr: 0.2743 (0.2839) loss_cl: -0.2785 (-0.2788) time: 0.7478 data: 0.0002 max mem: 29860 [05:55:43.127917] Epoch: [300] [ 380/2904] eta: 0:33:15 lr: 0.001771 loss: 0.1780 (0.1913) loss_rec_all: 0.2039 (0.2172) loss_rec_sfr: 0.2622 (0.2836) loss_cl: -0.2785 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [05:55:58.060278] Epoch: [300] [ 400/2904] eta: 0:32:53 lr: 0.001771 loss: 0.1820 (0.1914) loss_rec_all: 0.2083 (0.2172) loss_rec_sfr: 0.2568 (0.2840) loss_cl: -0.2788 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [05:56:12.988866] Epoch: [300] [ 420/2904] eta: 0:32:33 lr: 0.001771 loss: 0.1778 (0.1912) loss_rec_all: 0.2042 (0.2171) loss_rec_sfr: 0.2327 (0.2834) loss_cl: -0.2793 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [05:56:27.917510] Epoch: [300] [ 440/2904] eta: 0:32:13 lr: 0.001770 loss: 0.1784 (0.1913) loss_rec_all: 0.2045 (0.2172) loss_rec_sfr: 0.2652 (0.2837) loss_cl: -0.2785 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [05:56:42.844088] Epoch: [300] [ 460/2904] eta: 0:31:53 lr: 0.001770 loss: 0.1819 (0.1912) loss_rec_all: 0.2079 (0.2171) loss_rec_sfr: 0.2652 (0.2836) loss_cl: -0.2786 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [05:56:57.773777] Epoch: [300] [ 480/2904] eta: 0:31:33 lr: 0.001770 loss: 0.1816 (0.1913) loss_rec_all: 0.2076 (0.2172) loss_rec_sfr: 0.2666 (0.2841) loss_cl: -0.2788 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [05:57:12.701297] Epoch: [300] [ 500/2904] eta: 0:31:14 lr: 0.001770 loss: 0.1821 (0.1915) loss_rec_all: 0.2081 (0.2174) loss_rec_sfr: 0.2560 (0.2843) loss_cl: -0.2786 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [05:57:27.626311] Epoch: [300] [ 520/2904] eta: 0:30:56 lr: 0.001770 loss: 0.1807 (0.1915) loss_rec_all: 0.2070 (0.2174) loss_rec_sfr: 0.2582 (0.2843) loss_cl: -0.2786 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [05:57:42.552259] Epoch: [300] [ 540/2904] eta: 0:30:37 lr: 0.001770 loss: 0.1886 (0.1920) loss_rec_all: 0.2147 (0.2178) loss_rec_sfr: 0.2670 (0.2855) loss_cl: -0.2794 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [05:57:57.473050] Epoch: [300] [ 560/2904] eta: 0:30:19 lr: 0.001770 loss: 0.1857 (0.1921) loss_rec_all: 0.2117 (0.2180) loss_rec_sfr: 0.2643 (0.2857) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [05:58:12.401160] Epoch: [300] [ 580/2904] eta: 0:30:01 lr: 0.001770 loss: 0.1783 (0.1919) loss_rec_all: 0.2046 (0.2178) loss_rec_sfr: 0.2535 (0.2848) loss_cl: -0.2789 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [05:58:27.343598] Epoch: [300] [ 600/2904] eta: 0:29:44 lr: 0.001770 loss: 0.1805 (0.1918) loss_rec_all: 0.2069 (0.2176) loss_rec_sfr: 0.2670 (0.2845) loss_cl: -0.2781 (-0.2787) time: 0.7471 data: 0.0002 max mem: 29860 [05:58:42.273004] Epoch: [300] [ 620/2904] eta: 0:29:26 lr: 0.001770 loss: 0.1811 (0.1917) loss_rec_all: 0.2072 (0.2175) loss_rec_sfr: 0.2682 (0.2846) loss_cl: -0.2788 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [05:58:57.195465] Epoch: [300] [ 640/2904] eta: 0:29:09 lr: 0.001770 loss: 0.1807 (0.1918) loss_rec_all: 0.2071 (0.2177) loss_rec_sfr: 0.2658 (0.2849) loss_cl: -0.2797 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [05:59:12.112143] Epoch: [300] [ 660/2904] eta: 0:28:51 lr: 0.001770 loss: 0.1823 (0.1917) loss_rec_all: 0.2083 (0.2176) loss_rec_sfr: 0.2576 (0.2847) loss_cl: -0.2799 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [05:59:27.030119] Epoch: [300] [ 680/2904] eta: 0:28:34 lr: 0.001770 loss: 0.1823 (0.1919) loss_rec_all: 0.2081 (0.2178) loss_rec_sfr: 0.2608 (0.2853) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [05:59:41.947330] Epoch: [300] [ 700/2904] eta: 0:28:17 lr: 0.001770 loss: 0.1813 (0.1920) loss_rec_all: 0.2072 (0.2179) loss_rec_sfr: 0.2335 (0.2853) loss_cl: -0.2782 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [05:59:56.862920] Epoch: [300] [ 720/2904] eta: 0:28:00 lr: 0.001770 loss: 0.1771 (0.1919) loss_rec_all: 0.2035 (0.2178) loss_rec_sfr: 0.2275 (0.2847) loss_cl: -0.2784 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [06:00:11.787464] Epoch: [300] [ 740/2904] eta: 0:27:44 lr: 0.001770 loss: 0.1848 (0.1920) loss_rec_all: 0.2111 (0.2179) loss_rec_sfr: 0.2592 (0.2851) loss_cl: -0.2781 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [06:00:26.703160] Epoch: [300] [ 760/2904] eta: 0:27:27 lr: 0.001770 loss: 0.1823 (0.1920) loss_rec_all: 0.2086 (0.2179) loss_rec_sfr: 0.2588 (0.2848) loss_cl: -0.2782 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [06:00:41.620037] Epoch: [300] [ 780/2904] eta: 0:27:10 lr: 0.001770 loss: 0.1814 (0.1920) loss_rec_all: 0.2077 (0.2178) loss_rec_sfr: 0.2586 (0.2846) loss_cl: -0.2789 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [06:00:56.542989] Epoch: [300] [ 800/2904] eta: 0:26:54 lr: 0.001770 loss: 0.1818 (0.1921) loss_rec_all: 0.2080 (0.2180) loss_rec_sfr: 0.2635 (0.2853) loss_cl: -0.2789 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [06:01:11.462644] Epoch: [300] [ 820/2904] eta: 0:26:37 lr: 0.001770 loss: 0.1854 (0.1923) loss_rec_all: 0.2116 (0.2182) loss_rec_sfr: 0.2708 (0.2857) loss_cl: -0.2791 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [06:01:26.379309] Epoch: [300] [ 840/2904] eta: 0:26:21 lr: 0.001770 loss: 0.1819 (0.1921) loss_rec_all: 0.2077 (0.2180) loss_rec_sfr: 0.2528 (0.2848) loss_cl: -0.2788 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [06:01:41.295290] Epoch: [300] [ 860/2904] eta: 0:26:05 lr: 0.001770 loss: 0.1823 (0.1920) loss_rec_all: 0.2087 (0.2179) loss_rec_sfr: 0.2655 (0.2848) loss_cl: -0.2793 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [06:01:56.214786] Epoch: [300] [ 880/2904] eta: 0:25:49 lr: 0.001770 loss: 0.1820 (0.1921) loss_rec_all: 0.2081 (0.2180) loss_rec_sfr: 0.2576 (0.2850) loss_cl: -0.2795 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [06:02:11.138507] Epoch: [300] [ 900/2904] eta: 0:25:32 lr: 0.001770 loss: 0.1792 (0.1919) loss_rec_all: 0.2056 (0.2178) loss_rec_sfr: 0.2564 (0.2842) loss_cl: -0.2788 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [06:02:26.055015] Epoch: [300] [ 920/2904] eta: 0:25:16 lr: 0.001770 loss: 0.1821 (0.1920) loss_rec_all: 0.2082 (0.2179) loss_rec_sfr: 0.2635 (0.2845) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [06:02:40.973820] Epoch: [300] [ 940/2904] eta: 0:25:00 lr: 0.001770 loss: 0.1796 (0.1921) loss_rec_all: 0.2055 (0.2180) loss_rec_sfr: 0.2626 (0.2847) loss_cl: -0.2782 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [06:02:55.888067] Epoch: [300] [ 960/2904] eta: 0:24:44 lr: 0.001770 loss: 0.1778 (0.1919) loss_rec_all: 0.2042 (0.2178) loss_rec_sfr: 0.2168 (0.2836) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [06:03:10.809469] Epoch: [300] [ 980/2904] eta: 0:24:28 lr: 0.001770 loss: 0.1854 (0.1920) loss_rec_all: 0.2116 (0.2179) loss_rec_sfr: 0.2664 (0.2841) loss_cl: -0.2782 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [06:03:25.728554] Epoch: [300] [1000/2904] eta: 0:24:12 lr: 0.001770 loss: 0.1799 (0.1920) loss_rec_all: 0.2058 (0.2179) loss_rec_sfr: 0.2631 (0.2842) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [06:03:40.652067] Epoch: [300] [1020/2904] eta: 0:23:56 lr: 0.001770 loss: 0.1907 (0.1922) loss_rec_all: 0.2168 (0.2180) loss_rec_sfr: 0.2703 (0.2846) loss_cl: -0.2794 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [06:03:55.572912] Epoch: [300] [1040/2904] eta: 0:23:41 lr: 0.001770 loss: 0.1811 (0.1920) loss_rec_all: 0.2070 (0.2179) loss_rec_sfr: 0.2594 (0.2841) loss_cl: -0.2794 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [06:04:10.496088] Epoch: [300] [1060/2904] eta: 0:23:25 lr: 0.001770 loss: 0.1819 (0.1919) loss_rec_all: 0.2083 (0.2178) loss_rec_sfr: 0.2542 (0.2838) loss_cl: -0.2785 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [06:04:25.413818] Epoch: [300] [1080/2904] eta: 0:23:09 lr: 0.001770 loss: 0.1779 (0.1918) loss_rec_all: 0.2040 (0.2177) loss_rec_sfr: 0.2597 (0.2833) loss_cl: -0.2796 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [06:04:40.329354] Epoch: [300] [1100/2904] eta: 0:22:53 lr: 0.001769 loss: 0.1815 (0.1917) loss_rec_all: 0.2075 (0.2176) loss_rec_sfr: 0.2690 (0.2833) loss_cl: -0.2794 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [06:04:55.249009] Epoch: [300] [1120/2904] eta: 0:22:37 lr: 0.001769 loss: 0.1799 (0.1916) loss_rec_all: 0.2058 (0.2175) loss_rec_sfr: 0.2611 (0.2827) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [06:05:10.168913] Epoch: [300] [1140/2904] eta: 0:22:22 lr: 0.001769 loss: 0.1813 (0.1916) loss_rec_all: 0.2072 (0.2175) loss_rec_sfr: 0.2567 (0.2826) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [06:05:25.088810] Epoch: [300] [1160/2904] eta: 0:22:06 lr: 0.001769 loss: 0.1805 (0.1916) loss_rec_all: 0.2068 (0.2175) loss_rec_sfr: 0.2520 (0.2826) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [06:05:40.016704] Epoch: [300] [1180/2904] eta: 0:21:50 lr: 0.001769 loss: 0.1785 (0.1914) loss_rec_all: 0.2047 (0.2173) loss_rec_sfr: 0.2262 (0.2819) loss_cl: -0.2790 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [06:05:54.945615] Epoch: [300] [1200/2904] eta: 0:21:35 lr: 0.001769 loss: 0.1894 (0.1917) loss_rec_all: 0.2155 (0.2176) loss_rec_sfr: 0.2691 (0.2829) loss_cl: -0.2784 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [06:06:09.861027] Epoch: [300] [1220/2904] eta: 0:21:19 lr: 0.001769 loss: 0.1840 (0.1917) loss_rec_all: 0.2098 (0.2176) loss_rec_sfr: 0.2618 (0.2831) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [06:06:24.777742] Epoch: [300] [1240/2904] eta: 0:21:04 lr: 0.001769 loss: 0.1777 (0.1916) loss_rec_all: 0.2038 (0.2175) loss_rec_sfr: 0.2570 (0.2826) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [06:06:39.699762] Epoch: [300] [1260/2904] eta: 0:20:48 lr: 0.001769 loss: 0.1801 (0.1915) loss_rec_all: 0.2067 (0.2174) loss_rec_sfr: 0.2680 (0.2823) loss_cl: -0.2791 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [06:06:54.617243] Epoch: [300] [1280/2904] eta: 0:20:33 lr: 0.001769 loss: 0.1806 (0.1914) loss_rec_all: 0.2070 (0.2173) loss_rec_sfr: 0.2598 (0.2820) loss_cl: -0.2796 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [06:07:09.537949] Epoch: [300] [1300/2904] eta: 0:20:17 lr: 0.001769 loss: 0.1795 (0.1914) loss_rec_all: 0.2056 (0.2173) loss_rec_sfr: 0.2708 (0.2821) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [06:07:24.459090] Epoch: [300] [1320/2904] eta: 0:20:02 lr: 0.001769 loss: 0.1813 (0.1915) loss_rec_all: 0.2077 (0.2174) loss_rec_sfr: 0.2600 (0.2823) loss_cl: -0.2791 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [06:07:39.374731] Epoch: [300] [1340/2904] eta: 0:19:46 lr: 0.001769 loss: 0.1833 (0.1915) loss_rec_all: 0.2097 (0.2174) loss_rec_sfr: 0.2625 (0.2823) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [06:07:54.297854] Epoch: [300] [1360/2904] eta: 0:19:31 lr: 0.001769 loss: 0.1812 (0.1915) loss_rec_all: 0.2072 (0.2174) loss_rec_sfr: 0.2551 (0.2821) loss_cl: -0.2784 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [06:08:09.208893] Epoch: [300] [1380/2904] eta: 0:19:15 lr: 0.001769 loss: 0.1794 (0.1914) loss_rec_all: 0.2059 (0.2173) loss_rec_sfr: 0.2574 (0.2818) loss_cl: -0.2792 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [06:08:24.120787] Epoch: [300] [1400/2904] eta: 0:19:00 lr: 0.001769 loss: 0.1819 (0.1913) loss_rec_all: 0.2083 (0.2173) loss_rec_sfr: 0.2685 (0.2817) loss_cl: -0.2797 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [06:08:39.041345] Epoch: [300] [1420/2904] eta: 0:18:44 lr: 0.001769 loss: 0.1799 (0.1912) loss_rec_all: 0.2062 (0.2171) loss_rec_sfr: 0.2382 (0.2813) loss_cl: -0.2796 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [06:08:53.952509] Epoch: [300] [1440/2904] eta: 0:18:29 lr: 0.001769 loss: 0.1813 (0.1912) loss_rec_all: 0.2075 (0.2171) loss_rec_sfr: 0.2630 (0.2813) loss_cl: -0.2798 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [06:09:08.870009] Epoch: [300] [1460/2904] eta: 0:18:14 lr: 0.001769 loss: 0.1836 (0.1913) loss_rec_all: 0.2097 (0.2172) loss_rec_sfr: 0.2646 (0.2815) loss_cl: -0.2782 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [06:09:23.789666] Epoch: [300] [1480/2904] eta: 0:17:58 lr: 0.001769 loss: 0.1790 (0.1913) loss_rec_all: 0.2055 (0.2172) loss_rec_sfr: 0.2609 (0.2813) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [06:09:38.708693] Epoch: [300] [1500/2904] eta: 0:17:43 lr: 0.001769 loss: 0.1827 (0.1914) loss_rec_all: 0.2088 (0.2173) loss_rec_sfr: 0.2685 (0.2817) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [06:09:53.626054] Epoch: [300] [1520/2904] eta: 0:17:27 lr: 0.001769 loss: 0.1772 (0.1914) loss_rec_all: 0.2037 (0.2173) loss_rec_sfr: 0.2331 (0.2817) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [06:10:08.541488] Epoch: [300] [1540/2904] eta: 0:17:12 lr: 0.001769 loss: 0.1851 (0.1914) loss_rec_all: 0.2113 (0.2173) loss_rec_sfr: 0.2628 (0.2818) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [06:10:23.456303] Epoch: [300] [1560/2904] eta: 0:16:57 lr: 0.001769 loss: 0.1839 (0.1915) loss_rec_all: 0.2103 (0.2174) loss_rec_sfr: 0.2773 (0.2824) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [06:10:38.375577] Epoch: [300] [1580/2904] eta: 0:16:41 lr: 0.001769 loss: 0.1808 (0.1915) loss_rec_all: 0.2070 (0.2175) loss_rec_sfr: 0.2610 (0.2824) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [06:10:53.292792] Epoch: [300] [1600/2904] eta: 0:16:26 lr: 0.001769 loss: 0.1787 (0.1916) loss_rec_all: 0.2051 (0.2175) loss_rec_sfr: 0.2612 (0.2824) loss_cl: -0.2782 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [06:11:08.209144] Epoch: [300] [1620/2904] eta: 0:16:11 lr: 0.001769 loss: 0.1809 (0.1916) loss_rec_all: 0.2070 (0.2175) loss_rec_sfr: 0.2648 (0.2825) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [06:11:23.124717] Epoch: [300] [1640/2904] eta: 0:15:55 lr: 0.001769 loss: 0.1799 (0.1916) loss_rec_all: 0.2064 (0.2175) loss_rec_sfr: 0.2252 (0.2825) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [06:11:38.044356] Epoch: [300] [1660/2904] eta: 0:15:40 lr: 0.001769 loss: 0.1809 (0.1916) loss_rec_all: 0.2072 (0.2175) loss_rec_sfr: 0.2605 (0.2824) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [06:11:52.954984] Epoch: [300] [1680/2904] eta: 0:15:25 lr: 0.001769 loss: 0.1781 (0.1915) loss_rec_all: 0.2044 (0.2174) loss_rec_sfr: 0.2546 (0.2819) loss_cl: -0.2784 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [06:12:07.867495] Epoch: [300] [1700/2904] eta: 0:15:10 lr: 0.001769 loss: 0.1820 (0.1915) loss_rec_all: 0.2083 (0.2174) loss_rec_sfr: 0.2612 (0.2820) loss_cl: -0.2784 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [06:12:22.785218] Epoch: [300] [1720/2904] eta: 0:14:54 lr: 0.001769 loss: 0.1830 (0.1915) loss_rec_all: 0.2091 (0.2174) loss_rec_sfr: 0.2617 (0.2821) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [06:12:37.706716] Epoch: [300] [1740/2904] eta: 0:14:39 lr: 0.001769 loss: 0.1789 (0.1915) loss_rec_all: 0.2053 (0.2175) loss_rec_sfr: 0.2711 (0.2823) loss_cl: -0.2794 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [06:12:52.622443] Epoch: [300] [1760/2904] eta: 0:14:24 lr: 0.001768 loss: 0.1802 (0.1916) loss_rec_all: 0.2067 (0.2175) loss_rec_sfr: 0.2603 (0.2825) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [06:13:07.539388] Epoch: [300] [1780/2904] eta: 0:14:09 lr: 0.001768 loss: 0.1833 (0.1916) loss_rec_all: 0.2095 (0.2175) loss_rec_sfr: 0.2620 (0.2824) loss_cl: -0.2793 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [06:13:22.452718] Epoch: [300] [1800/2904] eta: 0:13:53 lr: 0.001768 loss: 0.1798 (0.1916) loss_rec_all: 0.2059 (0.2175) loss_rec_sfr: 0.2648 (0.2824) loss_cl: -0.2797 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [06:13:37.365687] Epoch: [300] [1820/2904] eta: 0:13:38 lr: 0.001768 loss: 0.1846 (0.1916) loss_rec_all: 0.2104 (0.2175) loss_rec_sfr: 0.2694 (0.2824) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [06:13:52.285138] Epoch: [300] [1840/2904] eta: 0:13:23 lr: 0.001768 loss: 0.1894 (0.1916) loss_rec_all: 0.2155 (0.2175) loss_rec_sfr: 0.2651 (0.2825) loss_cl: -0.2784 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [06:14:07.203482] Epoch: [300] [1860/2904] eta: 0:13:08 lr: 0.001768 loss: 0.1814 (0.1916) loss_rec_all: 0.2079 (0.2175) loss_rec_sfr: 0.2563 (0.2823) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [06:14:22.115275] Epoch: [300] [1880/2904] eta: 0:12:53 lr: 0.001768 loss: 0.1758 (0.1914) loss_rec_all: 0.2023 (0.2173) loss_rec_sfr: 0.2549 (0.2819) loss_cl: -0.2797 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [06:14:37.032597] Epoch: [300] [1900/2904] eta: 0:12:37 lr: 0.001768 loss: 0.1841 (0.1916) loss_rec_all: 0.2099 (0.2175) loss_rec_sfr: 0.2606 (0.2824) loss_cl: -0.2783 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [06:14:51.949501] Epoch: [300] [1920/2904] eta: 0:12:22 lr: 0.001768 loss: 0.1849 (0.1916) loss_rec_all: 0.2109 (0.2175) loss_rec_sfr: 0.2596 (0.2823) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [06:15:06.869462] Epoch: [300] [1940/2904] eta: 0:12:07 lr: 0.001768 loss: 0.1816 (0.1916) loss_rec_all: 0.2078 (0.2175) loss_rec_sfr: 0.2617 (0.2822) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [06:15:21.789913] Epoch: [300] [1960/2904] eta: 0:11:52 lr: 0.001768 loss: 0.1795 (0.1916) loss_rec_all: 0.2058 (0.2175) loss_rec_sfr: 0.2621 (0.2822) loss_cl: -0.2794 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [06:15:36.711095] Epoch: [300] [1980/2904] eta: 0:11:37 lr: 0.001768 loss: 0.1838 (0.1917) loss_rec_all: 0.2097 (0.2176) loss_rec_sfr: 0.2677 (0.2825) loss_cl: -0.2791 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [06:15:51.626707] Epoch: [300] [2000/2904] eta: 0:11:22 lr: 0.001768 loss: 0.1796 (0.1916) loss_rec_all: 0.2059 (0.2175) loss_rec_sfr: 0.2551 (0.2823) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [06:16:06.548855] Epoch: [300] [2020/2904] eta: 0:11:06 lr: 0.001768 loss: 0.1803 (0.1916) loss_rec_all: 0.2062 (0.2175) loss_rec_sfr: 0.2660 (0.2823) loss_cl: -0.2786 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [06:16:21.474914] Epoch: [300] [2040/2904] eta: 0:10:51 lr: 0.001768 loss: 0.1806 (0.1916) loss_rec_all: 0.2064 (0.2175) loss_rec_sfr: 0.2685 (0.2824) loss_cl: -0.2790 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [06:16:36.401259] Epoch: [300] [2060/2904] eta: 0:10:36 lr: 0.001768 loss: 0.1797 (0.1915) loss_rec_all: 0.2058 (0.2174) loss_rec_sfr: 0.2522 (0.2820) loss_cl: -0.2793 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [06:16:51.319315] Epoch: [300] [2080/2904] eta: 0:10:21 lr: 0.001768 loss: 0.1801 (0.1915) loss_rec_all: 0.2065 (0.2174) loss_rec_sfr: 0.2352 (0.2819) loss_cl: -0.2795 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [06:17:06.234526] Epoch: [300] [2100/2904] eta: 0:10:06 lr: 0.001768 loss: 0.1855 (0.1916) loss_rec_all: 0.2113 (0.2175) loss_rec_sfr: 0.2750 (0.2824) loss_cl: -0.2780 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [06:17:21.159389] Epoch: [300] [2120/2904] eta: 0:09:51 lr: 0.001768 loss: 0.1824 (0.1916) loss_rec_all: 0.2082 (0.2175) loss_rec_sfr: 0.2643 (0.2824) loss_cl: -0.2780 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [06:17:36.083786] Epoch: [300] [2140/2904] eta: 0:09:35 lr: 0.001768 loss: 0.1820 (0.1916) loss_rec_all: 0.2079 (0.2175) loss_rec_sfr: 0.2662 (0.2825) loss_cl: -0.2789 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [06:17:51.000713] Epoch: [300] [2160/2904] eta: 0:09:20 lr: 0.001768 loss: 0.1776 (0.1917) loss_rec_all: 0.2040 (0.2176) loss_rec_sfr: 0.2664 (0.2826) loss_cl: -0.2801 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [06:18:05.924582] Epoch: [300] [2180/2904] eta: 0:09:05 lr: 0.001768 loss: 0.1818 (0.1917) loss_rec_all: 0.2082 (0.2176) loss_rec_sfr: 0.2663 (0.2828) loss_cl: -0.2787 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [06:18:20.841809] Epoch: [300] [2200/2904] eta: 0:08:50 lr: 0.001768 loss: 0.1812 (0.1917) loss_rec_all: 0.2071 (0.2176) loss_rec_sfr: 0.2602 (0.2826) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [06:18:35.765587] Epoch: [300] [2220/2904] eta: 0:08:35 lr: 0.001768 loss: 0.1846 (0.1917) loss_rec_all: 0.2106 (0.2176) loss_rec_sfr: 0.2588 (0.2827) loss_cl: -0.2785 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [06:18:50.683488] Epoch: [300] [2240/2904] eta: 0:08:20 lr: 0.001768 loss: 0.1792 (0.1916) loss_rec_all: 0.2055 (0.2175) loss_rec_sfr: 0.2360 (0.2824) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [06:19:05.602193] Epoch: [300] [2260/2904] eta: 0:08:05 lr: 0.001768 loss: 0.1787 (0.1915) loss_rec_all: 0.2048 (0.2174) loss_rec_sfr: 0.2527 (0.2822) loss_cl: -0.2799 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [06:19:20.517151] Epoch: [300] [2280/2904] eta: 0:07:50 lr: 0.001768 loss: 0.1774 (0.1916) loss_rec_all: 0.2038 (0.2175) loss_rec_sfr: 0.2540 (0.2822) loss_cl: -0.2793 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [06:19:35.432596] Epoch: [300] [2300/2904] eta: 0:07:35 lr: 0.001768 loss: 0.1795 (0.1915) loss_rec_all: 0.2053 (0.2174) loss_rec_sfr: 0.2594 (0.2820) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [06:19:50.348725] Epoch: [300] [2320/2904] eta: 0:07:19 lr: 0.001768 loss: 0.1797 (0.1915) loss_rec_all: 0.2057 (0.2174) loss_rec_sfr: 0.2534 (0.2818) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [06:20:05.267744] Epoch: [300] [2340/2904] eta: 0:07:04 lr: 0.001768 loss: 0.1805 (0.1914) loss_rec_all: 0.2071 (0.2173) loss_rec_sfr: 0.2736 (0.2816) loss_cl: -0.2795 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [06:20:20.188705] Epoch: [300] [2360/2904] eta: 0:06:49 lr: 0.001768 loss: 0.1825 (0.1914) loss_rec_all: 0.2086 (0.2173) loss_rec_sfr: 0.2604 (0.2817) loss_cl: -0.2782 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [06:20:35.110589] Epoch: [300] [2380/2904] eta: 0:06:34 lr: 0.001768 loss: 0.1782 (0.1914) loss_rec_all: 0.2041 (0.2173) loss_rec_sfr: 0.2650 (0.2816) loss_cl: -0.2778 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [06:20:50.034443] Epoch: [300] [2400/2904] eta: 0:06:19 lr: 0.001768 loss: 0.1825 (0.1914) loss_rec_all: 0.2090 (0.2174) loss_rec_sfr: 0.2683 (0.2819) loss_cl: -0.2788 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [06:21:04.949517] Epoch: [300] [2420/2904] eta: 0:06:04 lr: 0.001767 loss: 0.1837 (0.1914) loss_rec_all: 0.2097 (0.2173) loss_rec_sfr: 0.2716 (0.2820) loss_cl: -0.2795 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [06:21:19.861176] Epoch: [300] [2440/2904] eta: 0:05:49 lr: 0.001767 loss: 0.1836 (0.1915) loss_rec_all: 0.2099 (0.2174) loss_rec_sfr: 0.2713 (0.2820) loss_cl: -0.2796 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [06:21:34.779346] Epoch: [300] [2460/2904] eta: 0:05:34 lr: 0.001767 loss: 0.1795 (0.1915) loss_rec_all: 0.2056 (0.2174) loss_rec_sfr: 0.2587 (0.2821) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [06:21:49.699992] Epoch: [300] [2480/2904] eta: 0:05:19 lr: 0.001767 loss: 0.1816 (0.1915) loss_rec_all: 0.2079 (0.2174) loss_rec_sfr: 0.2679 (0.2821) loss_cl: -0.2782 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [06:22:04.617531] Epoch: [300] [2500/2904] eta: 0:05:04 lr: 0.001767 loss: 0.1799 (0.1915) loss_rec_all: 0.2062 (0.2174) loss_rec_sfr: 0.2292 (0.2820) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [06:22:19.541397] Epoch: [300] [2520/2904] eta: 0:04:49 lr: 0.001767 loss: 0.1816 (0.1914) loss_rec_all: 0.2076 (0.2173) loss_rec_sfr: 0.2633 (0.2819) loss_cl: -0.2787 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [06:22:34.467351] Epoch: [300] [2540/2904] eta: 0:04:33 lr: 0.001767 loss: 0.1787 (0.1914) loss_rec_all: 0.2048 (0.2173) loss_rec_sfr: 0.2608 (0.2818) loss_cl: -0.2793 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [06:22:49.384360] Epoch: [300] [2560/2904] eta: 0:04:18 lr: 0.001767 loss: 0.1814 (0.1914) loss_rec_all: 0.2080 (0.2173) loss_rec_sfr: 0.2563 (0.2818) loss_cl: -0.2796 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [06:23:04.305824] Epoch: [300] [2580/2904] eta: 0:04:03 lr: 0.001767 loss: 0.1803 (0.1914) loss_rec_all: 0.2066 (0.2173) loss_rec_sfr: 0.2610 (0.2817) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [06:23:19.231642] Epoch: [300] [2600/2904] eta: 0:03:48 lr: 0.001767 loss: 0.1821 (0.1914) loss_rec_all: 0.2083 (0.2173) loss_rec_sfr: 0.2561 (0.2816) loss_cl: -0.2786 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [06:23:34.155758] Epoch: [300] [2620/2904] eta: 0:03:33 lr: 0.001767 loss: 0.1812 (0.1913) loss_rec_all: 0.2078 (0.2173) loss_rec_sfr: 0.2576 (0.2816) loss_cl: -0.2788 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [06:23:49.083013] Epoch: [300] [2640/2904] eta: 0:03:18 lr: 0.001767 loss: 0.1788 (0.1914) loss_rec_all: 0.2048 (0.2173) loss_rec_sfr: 0.2628 (0.2817) loss_cl: -0.2788 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [06:24:04.004331] Epoch: [300] [2660/2904] eta: 0:03:03 lr: 0.001767 loss: 0.1827 (0.1914) loss_rec_all: 0.2091 (0.2173) loss_rec_sfr: 0.2521 (0.2817) loss_cl: -0.2796 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [06:24:18.924359] Epoch: [300] [2680/2904] eta: 0:02:48 lr: 0.001767 loss: 0.1803 (0.1914) loss_rec_all: 0.2067 (0.2173) loss_rec_sfr: 0.2594 (0.2816) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [06:24:33.843322] Epoch: [300] [2700/2904] eta: 0:02:33 lr: 0.001767 loss: 0.1781 (0.1914) loss_rec_all: 0.2042 (0.2173) loss_rec_sfr: 0.2678 (0.2816) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [06:24:48.756240] Epoch: [300] [2720/2904] eta: 0:02:18 lr: 0.001767 loss: 0.1799 (0.1913) loss_rec_all: 0.2061 (0.2172) loss_rec_sfr: 0.2330 (0.2813) loss_cl: -0.2803 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [06:25:03.663625] Epoch: [300] [2740/2904] eta: 0:02:03 lr: 0.001767 loss: 0.1841 (0.1913) loss_rec_all: 0.2100 (0.2172) loss_rec_sfr: 0.2630 (0.2813) loss_cl: -0.2797 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [06:25:18.577412] Epoch: [300] [2760/2904] eta: 0:01:48 lr: 0.001767 loss: 0.1891 (0.1914) loss_rec_all: 0.2151 (0.2173) loss_rec_sfr: 0.2590 (0.2815) loss_cl: -0.2779 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [06:25:33.492044] Epoch: [300] [2780/2904] eta: 0:01:33 lr: 0.001767 loss: 0.1806 (0.1913) loss_rec_all: 0.2070 (0.2172) loss_rec_sfr: 0.2697 (0.2814) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [06:25:48.405654] Epoch: [300] [2800/2904] eta: 0:01:18 lr: 0.001767 loss: 0.1803 (0.1914) loss_rec_all: 0.2066 (0.2173) loss_rec_sfr: 0.2682 (0.2816) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [06:26:03.325666] Epoch: [300] [2820/2904] eta: 0:01:03 lr: 0.001767 loss: 0.1844 (0.1914) loss_rec_all: 0.2107 (0.2173) loss_rec_sfr: 0.2623 (0.2817) loss_cl: -0.2798 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [06:26:18.272526] Epoch: [300] [2840/2904] eta: 0:00:48 lr: 0.001767 loss: 0.1792 (0.1914) loss_rec_all: 0.2057 (0.2173) loss_rec_sfr: 0.2647 (0.2817) loss_cl: -0.2802 (-0.2788) time: 0.7473 data: 0.0023 max mem: 29860 [06:26:33.178028] Epoch: [300] [2860/2904] eta: 0:00:33 lr: 0.001767 loss: 0.1891 (0.1915) loss_rec_all: 0.2150 (0.2174) loss_rec_sfr: 0.2699 (0.2821) loss_cl: -0.2784 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [06:26:48.084198] Epoch: [300] [2880/2904] eta: 0:00:18 lr: 0.001767 loss: 0.1827 (0.1915) loss_rec_all: 0.2087 (0.2174) loss_rec_sfr: 0.2606 (0.2821) loss_cl: -0.2777 (-0.2788) time: 0.7453 data: 0.0001 max mem: 29860 [06:27:02.988754] Epoch: [300] [2900/2904] eta: 0:00:03 lr: 0.001767 loss: 0.1804 (0.1915) loss_rec_all: 0.2063 (0.2174) loss_rec_sfr: 0.2543 (0.2821) loss_cl: -0.2794 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [06:27:05.231808] Epoch: [300] [2903/2904] eta: 0:00:00 lr: 0.001767 loss: 0.1798 (0.1915) loss_rec_all: 0.2062 (0.2174) loss_rec_sfr: 0.2617 (0.2821) loss_cl: -0.2795 (-0.2788) time: 0.7452 data: 0.0001 max mem: 29860 [06:27:07.474999] Epoch: [300] Total time: 0:36:25 (0.7526 s / it) [06:27:07.499410] Averaged stats: lr: 0.001767 loss: 0.1798 (0.1936) loss_rec_all: 0.2062 (0.2172) loss_rec_sfr: 0.2617 (0.2803) loss_cl: -0.2795 (-0.2556) [06:27:10.125725] log_dir: ./checkpoint/VF2_ViT-B [06:27:27.634937] Epoch: [301] [ 0/2904] eta: 14:07:24 lr: 0.001767 loss: 0.1784 (0.1784) loss_rec_all: 0.2048 (0.2048) loss_rec_sfr: 0.2110 (0.2110) loss_cl: -0.2794 (-0.2794) time: 17.5083 data: 15.2136 max mem: 29860 [06:27:42.519887] Epoch: [301] [ 20/2904] eta: 1:14:08 lr: 0.001767 loss: 0.1803 (0.1800) loss_rec_all: 0.2066 (0.2062) loss_rec_sfr: 0.2555 (0.2370) loss_cl: -0.2789 (-0.2790) time: 0.7442 data: 0.0002 max mem: 29860 [06:27:57.397165] Epoch: [301] [ 40/2904] eta: 0:55:01 lr: 0.001767 loss: 0.1810 (0.1855) loss_rec_all: 0.2074 (0.2115) loss_rec_sfr: 0.2565 (0.2582) loss_cl: -0.2784 (-0.2786) time: 0.7438 data: 0.0002 max mem: 29860 [06:28:12.283718] Epoch: [301] [ 60/2904] eta: 0:48:17 lr: 0.001767 loss: 0.1801 (0.1860) loss_rec_all: 0.2063 (0.2120) loss_rec_sfr: 0.2671 (0.2642) loss_cl: -0.2782 (-0.2785) time: 0.7443 data: 0.0002 max mem: 29860 [06:28:27.178359] Epoch: [301] [ 80/2904] eta: 0:44:46 lr: 0.001767 loss: 0.1804 (0.1859) loss_rec_all: 0.2064 (0.2119) loss_rec_sfr: 0.2568 (0.2624) loss_cl: -0.2794 (-0.2787) time: 0.7447 data: 0.0002 max mem: 29860 [06:28:42.082175] Epoch: [301] [ 100/2904] eta: 0:42:32 lr: 0.001767 loss: 0.1811 (0.1883) loss_rec_all: 0.2071 (0.2143) loss_rec_sfr: 0.2723 (0.2733) loss_cl: -0.2793 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [06:28:56.992514] Epoch: [301] [ 120/2904] eta: 0:40:58 lr: 0.001767 loss: 0.1856 (0.1895) loss_rec_all: 0.2117 (0.2155) loss_rec_sfr: 0.2671 (0.2770) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [06:29:11.911131] Epoch: [301] [ 140/2904] eta: 0:39:47 lr: 0.001767 loss: 0.1854 (0.1895) loss_rec_all: 0.2116 (0.2154) loss_rec_sfr: 0.2591 (0.2755) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [06:29:26.840538] Epoch: [301] [ 160/2904] eta: 0:38:49 lr: 0.001767 loss: 0.1804 (0.1892) loss_rec_all: 0.2069 (0.2152) loss_rec_sfr: 0.2622 (0.2747) loss_cl: -0.2785 (-0.2788) time: 0.7464 data: 0.0004 max mem: 29860 [06:29:41.786149] Epoch: [301] [ 180/2904] eta: 0:38:02 lr: 0.001766 loss: 0.1829 (0.1886) loss_rec_all: 0.2089 (0.2146) loss_rec_sfr: 0.2636 (0.2732) loss_cl: -0.2787 (-0.2788) time: 0.7472 data: 0.0004 max mem: 29860 [06:29:56.710259] Epoch: [301] [ 200/2904] eta: 0:37:20 lr: 0.001766 loss: 0.1860 (0.1894) loss_rec_all: 0.2122 (0.2154) loss_rec_sfr: 0.2651 (0.2749) loss_cl: -0.2790 (-0.2787) time: 0.7462 data: 0.0003 max mem: 29860 [06:30:11.627409] Epoch: [301] [ 220/2904] eta: 0:36:44 lr: 0.001766 loss: 0.1819 (0.1894) loss_rec_all: 0.2080 (0.2154) loss_rec_sfr: 0.2593 (0.2743) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0005 max mem: 29860 [06:30:26.548823] Epoch: [301] [ 240/2904] eta: 0:36:11 lr: 0.001766 loss: 0.1838 (0.1897) loss_rec_all: 0.2101 (0.2157) loss_rec_sfr: 0.2508 (0.2752) loss_cl: -0.2791 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [06:30:41.487090] Epoch: [301] [ 260/2904] eta: 0:35:40 lr: 0.001766 loss: 0.1821 (0.1906) loss_rec_all: 0.2084 (0.2166) loss_rec_sfr: 0.2707 (0.2789) loss_cl: -0.2796 (-0.2788) time: 0.7469 data: 0.0003 max mem: 29860 [06:30:56.402328] Epoch: [301] [ 280/2904] eta: 0:35:12 lr: 0.001766 loss: 0.1804 (0.1902) loss_rec_all: 0.2069 (0.2162) loss_rec_sfr: 0.2652 (0.2776) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [06:31:11.323045] Epoch: [301] [ 300/2904] eta: 0:34:46 lr: 0.001766 loss: 0.1854 (0.1909) loss_rec_all: 0.2116 (0.2168) loss_rec_sfr: 0.2618 (0.2796) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [06:31:26.243011] Epoch: [301] [ 320/2904] eta: 0:34:21 lr: 0.001766 loss: 0.1792 (0.1906) loss_rec_all: 0.2052 (0.2166) loss_rec_sfr: 0.2258 (0.2783) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [06:31:41.271504] Epoch: [301] [ 340/2904] eta: 0:33:58 lr: 0.001766 loss: 0.1786 (0.1905) loss_rec_all: 0.2051 (0.2164) loss_rec_sfr: 0.2510 (0.2779) loss_cl: -0.2786 (-0.2788) time: 0.7514 data: 0.0002 max mem: 29860 [06:31:56.187341] Epoch: [301] [ 360/2904] eta: 0:33:35 lr: 0.001766 loss: 0.1792 (0.1905) loss_rec_all: 0.2055 (0.2165) loss_rec_sfr: 0.2550 (0.2781) loss_cl: -0.2793 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [06:32:11.097511] Epoch: [301] [ 380/2904] eta: 0:33:13 lr: 0.001766 loss: 0.1808 (0.1908) loss_rec_all: 0.2068 (0.2168) loss_rec_sfr: 0.2608 (0.2794) loss_cl: -0.2795 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [06:32:26.015084] Epoch: [301] [ 400/2904] eta: 0:32:52 lr: 0.001766 loss: 0.1799 (0.1905) loss_rec_all: 0.2062 (0.2165) loss_rec_sfr: 0.2297 (0.2779) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [06:32:40.934327] Epoch: [301] [ 420/2904] eta: 0:32:31 lr: 0.001766 loss: 0.1837 (0.1907) loss_rec_all: 0.2098 (0.2166) loss_rec_sfr: 0.2622 (0.2782) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [06:32:55.851415] Epoch: [301] [ 440/2904] eta: 0:32:11 lr: 0.001766 loss: 0.1879 (0.1914) loss_rec_all: 0.2137 (0.2173) loss_rec_sfr: 0.2755 (0.2809) loss_cl: -0.2773 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [06:33:10.767219] Epoch: [301] [ 460/2904] eta: 0:31:51 lr: 0.001766 loss: 0.1797 (0.1912) loss_rec_all: 0.2056 (0.2171) loss_rec_sfr: 0.2638 (0.2804) loss_cl: -0.2784 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [06:33:25.680651] Epoch: [301] [ 480/2904] eta: 0:31:32 lr: 0.001766 loss: 0.1850 (0.1916) loss_rec_all: 0.2114 (0.2175) loss_rec_sfr: 0.2657 (0.2817) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [06:33:40.595056] Epoch: [301] [ 500/2904] eta: 0:31:13 lr: 0.001766 loss: 0.1770 (0.1913) loss_rec_all: 0.2036 (0.2173) loss_rec_sfr: 0.2574 (0.2809) loss_cl: -0.2798 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [06:33:55.514990] Epoch: [301] [ 520/2904] eta: 0:30:54 lr: 0.001766 loss: 0.1807 (0.1915) loss_rec_all: 0.2072 (0.2174) loss_rec_sfr: 0.2512 (0.2812) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [06:34:10.434182] Epoch: [301] [ 540/2904] eta: 0:30:36 lr: 0.001766 loss: 0.1821 (0.1918) loss_rec_all: 0.2082 (0.2177) loss_rec_sfr: 0.2686 (0.2823) loss_cl: -0.2784 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [06:34:25.343573] Epoch: [301] [ 560/2904] eta: 0:30:18 lr: 0.001766 loss: 0.1755 (0.1916) loss_rec_all: 0.2018 (0.2175) loss_rec_sfr: 0.2644 (0.2820) loss_cl: -0.2782 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [06:34:40.255459] Epoch: [301] [ 580/2904] eta: 0:30:00 lr: 0.001766 loss: 0.1833 (0.1920) loss_rec_all: 0.2091 (0.2179) loss_rec_sfr: 0.2681 (0.2837) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [06:34:55.170522] Epoch: [301] [ 600/2904] eta: 0:29:42 lr: 0.001766 loss: 0.1784 (0.1918) loss_rec_all: 0.2043 (0.2177) loss_rec_sfr: 0.2606 (0.2832) loss_cl: -0.2794 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [06:35:10.082288] Epoch: [301] [ 620/2904] eta: 0:29:25 lr: 0.001766 loss: 0.1809 (0.1917) loss_rec_all: 0.2070 (0.2176) loss_rec_sfr: 0.2558 (0.2828) loss_cl: -0.2791 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [06:35:24.994456] Epoch: [301] [ 640/2904] eta: 0:29:07 lr: 0.001766 loss: 0.1816 (0.1915) loss_rec_all: 0.2076 (0.2174) loss_rec_sfr: 0.2576 (0.2819) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [06:35:39.906741] Epoch: [301] [ 660/2904] eta: 0:28:50 lr: 0.001766 loss: 0.1823 (0.1916) loss_rec_all: 0.2086 (0.2175) loss_rec_sfr: 0.2591 (0.2821) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [06:35:54.815381] Epoch: [301] [ 680/2904] eta: 0:28:33 lr: 0.001766 loss: 0.1791 (0.1915) loss_rec_all: 0.2050 (0.2174) loss_rec_sfr: 0.2345 (0.2816) loss_cl: -0.2790 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [06:36:09.723299] Epoch: [301] [ 700/2904] eta: 0:28:16 lr: 0.001766 loss: 0.1800 (0.1915) loss_rec_all: 0.2059 (0.2174) loss_rec_sfr: 0.2647 (0.2816) loss_cl: -0.2785 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [06:36:24.635839] Epoch: [301] [ 720/2904] eta: 0:27:59 lr: 0.001766 loss: 0.1764 (0.1912) loss_rec_all: 0.2027 (0.2171) loss_rec_sfr: 0.2541 (0.2807) loss_cl: -0.2803 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [06:36:39.553555] Epoch: [301] [ 740/2904] eta: 0:27:42 lr: 0.001766 loss: 0.1788 (0.1912) loss_rec_all: 0.2051 (0.2171) loss_rec_sfr: 0.2170 (0.2805) loss_cl: -0.2791 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [06:36:54.471038] Epoch: [301] [ 760/2904] eta: 0:27:26 lr: 0.001766 loss: 0.1771 (0.1912) loss_rec_all: 0.2028 (0.2171) loss_rec_sfr: 0.2325 (0.2805) loss_cl: -0.2777 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [06:37:09.388437] Epoch: [301] [ 780/2904] eta: 0:27:09 lr: 0.001766 loss: 0.1817 (0.1912) loss_rec_all: 0.2076 (0.2172) loss_rec_sfr: 0.2700 (0.2807) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [06:37:24.299904] Epoch: [301] [ 800/2904] eta: 0:26:53 lr: 0.001766 loss: 0.1796 (0.1910) loss_rec_all: 0.2061 (0.2169) loss_rec_sfr: 0.2273 (0.2800) loss_cl: -0.2802 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [06:37:39.213556] Epoch: [301] [ 820/2904] eta: 0:26:36 lr: 0.001766 loss: 0.1853 (0.1912) loss_rec_all: 0.2111 (0.2171) loss_rec_sfr: 0.2750 (0.2807) loss_cl: -0.2789 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [06:37:54.124314] Epoch: [301] [ 840/2904] eta: 0:26:20 lr: 0.001766 loss: 0.1871 (0.1914) loss_rec_all: 0.2133 (0.2173) loss_rec_sfr: 0.2584 (0.2814) loss_cl: -0.2784 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [06:38:09.035497] Epoch: [301] [ 860/2904] eta: 0:26:04 lr: 0.001765 loss: 0.1782 (0.1913) loss_rec_all: 0.2041 (0.2172) loss_rec_sfr: 0.2643 (0.2814) loss_cl: -0.2784 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [06:38:23.953240] Epoch: [301] [ 880/2904] eta: 0:25:47 lr: 0.001765 loss: 0.1817 (0.1913) loss_rec_all: 0.2078 (0.2172) loss_rec_sfr: 0.2629 (0.2815) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [06:38:38.868809] Epoch: [301] [ 900/2904] eta: 0:25:31 lr: 0.001765 loss: 0.1798 (0.1913) loss_rec_all: 0.2060 (0.2172) loss_rec_sfr: 0.2663 (0.2814) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [06:38:53.779765] Epoch: [301] [ 920/2904] eta: 0:25:15 lr: 0.001765 loss: 0.1801 (0.1913) loss_rec_all: 0.2067 (0.2172) loss_rec_sfr: 0.2522 (0.2813) loss_cl: -0.2792 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [06:39:08.691819] Epoch: [301] [ 940/2904] eta: 0:24:59 lr: 0.001765 loss: 0.1833 (0.1914) loss_rec_all: 0.2097 (0.2173) loss_rec_sfr: 0.2617 (0.2817) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [06:39:23.599534] Epoch: [301] [ 960/2904] eta: 0:24:43 lr: 0.001765 loss: 0.1804 (0.1915) loss_rec_all: 0.2067 (0.2174) loss_rec_sfr: 0.2661 (0.2819) loss_cl: -0.2783 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [06:39:38.511413] Epoch: [301] [ 980/2904] eta: 0:24:27 lr: 0.001765 loss: 0.1825 (0.1916) loss_rec_all: 0.2084 (0.2175) loss_rec_sfr: 0.2699 (0.2822) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [06:39:53.416878] Epoch: [301] [1000/2904] eta: 0:24:11 lr: 0.001765 loss: 0.1779 (0.1916) loss_rec_all: 0.2041 (0.2175) loss_rec_sfr: 0.2581 (0.2820) loss_cl: -0.2786 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [06:40:08.327827] Epoch: [301] [1020/2904] eta: 0:23:55 lr: 0.001765 loss: 0.1811 (0.1918) loss_rec_all: 0.2073 (0.2177) loss_rec_sfr: 0.2576 (0.2826) loss_cl: -0.2785 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [06:40:23.239203] Epoch: [301] [1040/2904] eta: 0:23:40 lr: 0.001765 loss: 0.1818 (0.1918) loss_rec_all: 0.2081 (0.2177) loss_rec_sfr: 0.2606 (0.2825) loss_cl: -0.2781 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [06:40:38.160837] Epoch: [301] [1060/2904] eta: 0:23:24 lr: 0.001765 loss: 0.1796 (0.1917) loss_rec_all: 0.2056 (0.2176) loss_rec_sfr: 0.2673 (0.2823) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [06:40:53.077645] Epoch: [301] [1080/2904] eta: 0:23:08 lr: 0.001765 loss: 0.1787 (0.1918) loss_rec_all: 0.2050 (0.2177) loss_rec_sfr: 0.2685 (0.2829) loss_cl: -0.2804 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [06:41:08.004013] Epoch: [301] [1100/2904] eta: 0:22:52 lr: 0.001765 loss: 0.1802 (0.1918) loss_rec_all: 0.2063 (0.2177) loss_rec_sfr: 0.2652 (0.2828) loss_cl: -0.2799 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [06:41:22.918825] Epoch: [301] [1120/2904] eta: 0:22:37 lr: 0.001765 loss: 0.1802 (0.1918) loss_rec_all: 0.2062 (0.2177) loss_rec_sfr: 0.2623 (0.2829) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [06:41:37.830858] Epoch: [301] [1140/2904] eta: 0:22:21 lr: 0.001765 loss: 0.1813 (0.1919) loss_rec_all: 0.2074 (0.2178) loss_rec_sfr: 0.2641 (0.2831) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [06:41:52.739267] Epoch: [301] [1160/2904] eta: 0:22:05 lr: 0.001765 loss: 0.1797 (0.1919) loss_rec_all: 0.2057 (0.2178) loss_rec_sfr: 0.2664 (0.2831) loss_cl: -0.2786 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [06:42:07.654606] Epoch: [301] [1180/2904] eta: 0:21:50 lr: 0.001765 loss: 0.1799 (0.1917) loss_rec_all: 0.2058 (0.2176) loss_rec_sfr: 0.2552 (0.2825) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [06:42:22.563347] Epoch: [301] [1200/2904] eta: 0:21:34 lr: 0.001765 loss: 0.1819 (0.1918) loss_rec_all: 0.2079 (0.2177) loss_rec_sfr: 0.2708 (0.2830) loss_cl: -0.2788 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [06:42:37.471575] Epoch: [301] [1220/2904] eta: 0:21:18 lr: 0.001765 loss: 0.1808 (0.1917) loss_rec_all: 0.2075 (0.2176) loss_rec_sfr: 0.2660 (0.2826) loss_cl: -0.2788 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [06:42:52.381665] Epoch: [301] [1240/2904] eta: 0:21:03 lr: 0.001765 loss: 0.1833 (0.1917) loss_rec_all: 0.2098 (0.2176) loss_rec_sfr: 0.2628 (0.2825) loss_cl: -0.2798 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [06:43:07.299026] Epoch: [301] [1260/2904] eta: 0:20:47 lr: 0.001765 loss: 0.1813 (0.1916) loss_rec_all: 0.2072 (0.2175) loss_rec_sfr: 0.2622 (0.2824) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [06:43:22.214176] Epoch: [301] [1280/2904] eta: 0:20:32 lr: 0.001765 loss: 0.1826 (0.1917) loss_rec_all: 0.2088 (0.2176) loss_rec_sfr: 0.2713 (0.2829) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [06:43:37.129271] Epoch: [301] [1300/2904] eta: 0:20:16 lr: 0.001765 loss: 0.1833 (0.1919) loss_rec_all: 0.2091 (0.2178) loss_rec_sfr: 0.2650 (0.2833) loss_cl: -0.2783 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [06:43:52.047218] Epoch: [301] [1320/2904] eta: 0:20:01 lr: 0.001765 loss: 0.1826 (0.1920) loss_rec_all: 0.2089 (0.2179) loss_rec_sfr: 0.2747 (0.2839) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [06:44:06.960854] Epoch: [301] [1340/2904] eta: 0:19:45 lr: 0.001765 loss: 0.1824 (0.1921) loss_rec_all: 0.2088 (0.2179) loss_rec_sfr: 0.2583 (0.2840) loss_cl: -0.2797 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [06:44:21.878703] Epoch: [301] [1360/2904] eta: 0:19:30 lr: 0.001765 loss: 0.1778 (0.1919) loss_rec_all: 0.2043 (0.2178) loss_rec_sfr: 0.2563 (0.2835) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [06:44:36.792829] Epoch: [301] [1380/2904] eta: 0:19:14 lr: 0.001765 loss: 0.1782 (0.1918) loss_rec_all: 0.2044 (0.2177) loss_rec_sfr: 0.2622 (0.2833) loss_cl: -0.2779 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [06:44:51.709445] Epoch: [301] [1400/2904] eta: 0:18:59 lr: 0.001765 loss: 0.1820 (0.1918) loss_rec_all: 0.2083 (0.2177) loss_rec_sfr: 0.2715 (0.2832) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [06:45:06.622434] Epoch: [301] [1420/2904] eta: 0:18:44 lr: 0.001765 loss: 0.1798 (0.1917) loss_rec_all: 0.2061 (0.2176) loss_rec_sfr: 0.2597 (0.2830) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [06:45:21.534643] Epoch: [301] [1440/2904] eta: 0:18:28 lr: 0.001765 loss: 0.1776 (0.1917) loss_rec_all: 0.2042 (0.2176) loss_rec_sfr: 0.2563 (0.2829) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [06:45:36.449582] Epoch: [301] [1460/2904] eta: 0:18:13 lr: 0.001765 loss: 0.1831 (0.1918) loss_rec_all: 0.2091 (0.2177) loss_rec_sfr: 0.2677 (0.2831) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [06:45:51.362309] Epoch: [301] [1480/2904] eta: 0:17:58 lr: 0.001765 loss: 0.1833 (0.1918) loss_rec_all: 0.2092 (0.2177) loss_rec_sfr: 0.2608 (0.2831) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [06:46:06.275330] Epoch: [301] [1500/2904] eta: 0:17:42 lr: 0.001765 loss: 0.1817 (0.1918) loss_rec_all: 0.2079 (0.2177) loss_rec_sfr: 0.2665 (0.2833) loss_cl: -0.2793 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [06:46:21.185481] Epoch: [301] [1520/2904] eta: 0:17:27 lr: 0.001764 loss: 0.1830 (0.1920) loss_rec_all: 0.2095 (0.2179) loss_rec_sfr: 0.2709 (0.2838) loss_cl: -0.2791 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [06:46:36.092337] Epoch: [301] [1540/2904] eta: 0:17:11 lr: 0.001764 loss: 0.1787 (0.1919) loss_rec_all: 0.2046 (0.2178) loss_rec_sfr: 0.2606 (0.2835) loss_cl: -0.2783 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [06:46:51.001245] Epoch: [301] [1560/2904] eta: 0:16:56 lr: 0.001764 loss: 0.1821 (0.1919) loss_rec_all: 0.2084 (0.2178) loss_rec_sfr: 0.2623 (0.2837) loss_cl: -0.2793 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [06:47:05.913784] Epoch: [301] [1580/2904] eta: 0:16:41 lr: 0.001764 loss: 0.1822 (0.1920) loss_rec_all: 0.2084 (0.2179) loss_rec_sfr: 0.2715 (0.2840) loss_cl: -0.2797 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [06:47:20.828884] Epoch: [301] [1600/2904] eta: 0:16:26 lr: 0.001764 loss: 0.1877 (0.1921) loss_rec_all: 0.2138 (0.2180) loss_rec_sfr: 0.2656 (0.2844) loss_cl: -0.2795 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [06:47:35.748189] Epoch: [301] [1620/2904] eta: 0:16:10 lr: 0.001764 loss: 0.1804 (0.1921) loss_rec_all: 0.2067 (0.2180) loss_rec_sfr: 0.2572 (0.2844) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [06:47:50.659921] Epoch: [301] [1640/2904] eta: 0:15:55 lr: 0.001764 loss: 0.1849 (0.1922) loss_rec_all: 0.2109 (0.2181) loss_rec_sfr: 0.2564 (0.2846) loss_cl: -0.2776 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [06:48:05.572653] Epoch: [301] [1660/2904] eta: 0:15:40 lr: 0.001764 loss: 0.1837 (0.1922) loss_rec_all: 0.2095 (0.2181) loss_rec_sfr: 0.2263 (0.2845) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [06:48:20.487199] Epoch: [301] [1680/2904] eta: 0:15:24 lr: 0.001764 loss: 0.1808 (0.1922) loss_rec_all: 0.2070 (0.2181) loss_rec_sfr: 0.2705 (0.2847) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [06:48:35.400841] Epoch: [301] [1700/2904] eta: 0:15:09 lr: 0.001764 loss: 0.1860 (0.1922) loss_rec_all: 0.2119 (0.2181) loss_rec_sfr: 0.2619 (0.2845) loss_cl: -0.2793 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [06:48:50.313004] Epoch: [301] [1720/2904] eta: 0:14:54 lr: 0.001764 loss: 0.1786 (0.1921) loss_rec_all: 0.2049 (0.2180) loss_rec_sfr: 0.2611 (0.2844) loss_cl: -0.2799 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [06:49:05.225943] Epoch: [301] [1740/2904] eta: 0:14:39 lr: 0.001764 loss: 0.1817 (0.1921) loss_rec_all: 0.2079 (0.2179) loss_rec_sfr: 0.2663 (0.2841) loss_cl: -0.2782 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [06:49:20.144691] Epoch: [301] [1760/2904] eta: 0:14:23 lr: 0.001764 loss: 0.1803 (0.1920) loss_rec_all: 0.2069 (0.2179) loss_rec_sfr: 0.2569 (0.2839) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [06:49:35.059821] Epoch: [301] [1780/2904] eta: 0:14:08 lr: 0.001764 loss: 0.1740 (0.1919) loss_rec_all: 0.2002 (0.2178) loss_rec_sfr: 0.2117 (0.2834) loss_cl: -0.2781 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [06:49:49.970216] Epoch: [301] [1800/2904] eta: 0:13:53 lr: 0.001764 loss: 0.1824 (0.1919) loss_rec_all: 0.2084 (0.2178) loss_rec_sfr: 0.2642 (0.2835) loss_cl: -0.2791 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [06:50:05.026107] Epoch: [301] [1820/2904] eta: 0:13:38 lr: 0.001764 loss: 0.1795 (0.1920) loss_rec_all: 0.2056 (0.2179) loss_rec_sfr: 0.2639 (0.2838) loss_cl: -0.2797 (-0.2788) time: 0.7528 data: 0.0002 max mem: 29860 [06:50:19.945099] Epoch: [301] [1840/2904] eta: 0:13:23 lr: 0.001764 loss: 0.1818 (0.1920) loss_rec_all: 0.2081 (0.2179) loss_rec_sfr: 0.2645 (0.2840) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [06:50:34.858368] Epoch: [301] [1860/2904] eta: 0:13:07 lr: 0.001764 loss: 0.1833 (0.1920) loss_rec_all: 0.2095 (0.2179) loss_rec_sfr: 0.2575 (0.2838) loss_cl: -0.2784 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [06:50:49.766111] Epoch: [301] [1880/2904] eta: 0:12:52 lr: 0.001764 loss: 0.1835 (0.1920) loss_rec_all: 0.2095 (0.2179) loss_rec_sfr: 0.2649 (0.2839) loss_cl: -0.2784 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [06:51:04.677398] Epoch: [301] [1900/2904] eta: 0:12:37 lr: 0.001764 loss: 0.1828 (0.1920) loss_rec_all: 0.2086 (0.2179) loss_rec_sfr: 0.2632 (0.2838) loss_cl: -0.2779 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [06:51:19.588313] Epoch: [301] [1920/2904] eta: 0:12:22 lr: 0.001764 loss: 0.1769 (0.1919) loss_rec_all: 0.2032 (0.2178) loss_rec_sfr: 0.2651 (0.2836) loss_cl: -0.2795 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [06:51:34.498612] Epoch: [301] [1940/2904] eta: 0:12:07 lr: 0.001764 loss: 0.1781 (0.1918) loss_rec_all: 0.2041 (0.2177) loss_rec_sfr: 0.2560 (0.2833) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [06:51:49.411418] Epoch: [301] [1960/2904] eta: 0:11:52 lr: 0.001764 loss: 0.1804 (0.1919) loss_rec_all: 0.2063 (0.2178) loss_rec_sfr: 0.2667 (0.2835) loss_cl: -0.2793 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [06:52:04.324497] Epoch: [301] [1980/2904] eta: 0:11:36 lr: 0.001764 loss: 0.1791 (0.1918) loss_rec_all: 0.2053 (0.2177) loss_rec_sfr: 0.2592 (0.2834) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [06:52:19.243167] Epoch: [301] [2000/2904] eta: 0:11:21 lr: 0.001764 loss: 0.1796 (0.1918) loss_rec_all: 0.2060 (0.2177) loss_rec_sfr: 0.2534 (0.2832) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [06:52:34.161107] Epoch: [301] [2020/2904] eta: 0:11:06 lr: 0.001764 loss: 0.1788 (0.1918) loss_rec_all: 0.2050 (0.2177) loss_rec_sfr: 0.2585 (0.2832) loss_cl: -0.2784 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [06:52:49.080355] Epoch: [301] [2040/2904] eta: 0:10:51 lr: 0.001764 loss: 0.1841 (0.1918) loss_rec_all: 0.2103 (0.2177) loss_rec_sfr: 0.2645 (0.2833) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [06:53:04.004271] Epoch: [301] [2060/2904] eta: 0:10:36 lr: 0.001764 loss: 0.1890 (0.1920) loss_rec_all: 0.2150 (0.2179) loss_rec_sfr: 0.2630 (0.2836) loss_cl: -0.2793 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [06:53:18.921470] Epoch: [301] [2080/2904] eta: 0:10:21 lr: 0.001764 loss: 0.1786 (0.1919) loss_rec_all: 0.2051 (0.2178) loss_rec_sfr: 0.2313 (0.2833) loss_cl: -0.2796 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [06:53:33.838879] Epoch: [301] [2100/2904] eta: 0:10:06 lr: 0.001764 loss: 0.1815 (0.1919) loss_rec_all: 0.2077 (0.2178) loss_rec_sfr: 0.2638 (0.2834) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [06:53:48.754511] Epoch: [301] [2120/2904] eta: 0:09:50 lr: 0.001764 loss: 0.1796 (0.1918) loss_rec_all: 0.2060 (0.2177) loss_rec_sfr: 0.2274 (0.2831) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [06:54:03.666276] Epoch: [301] [2140/2904] eta: 0:09:35 lr: 0.001764 loss: 0.1806 (0.1918) loss_rec_all: 0.2071 (0.2177) loss_rec_sfr: 0.2642 (0.2830) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [06:54:18.578348] Epoch: [301] [2160/2904] eta: 0:09:20 lr: 0.001764 loss: 0.1809 (0.1917) loss_rec_all: 0.2069 (0.2176) loss_rec_sfr: 0.2586 (0.2827) loss_cl: -0.2793 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [06:54:33.495246] Epoch: [301] [2180/2904] eta: 0:09:05 lr: 0.001763 loss: 0.1853 (0.1918) loss_rec_all: 0.2113 (0.2177) loss_rec_sfr: 0.2704 (0.2831) loss_cl: -0.2794 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [06:54:48.409217] Epoch: [301] [2200/2904] eta: 0:08:50 lr: 0.001763 loss: 0.1818 (0.1918) loss_rec_all: 0.2079 (0.2177) loss_rec_sfr: 0.2606 (0.2830) loss_cl: -0.2795 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [06:55:03.323916] Epoch: [301] [2220/2904] eta: 0:08:35 lr: 0.001763 loss: 0.1773 (0.1918) loss_rec_all: 0.2033 (0.2177) loss_rec_sfr: 0.2683 (0.2830) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [06:55:18.239593] Epoch: [301] [2240/2904] eta: 0:08:20 lr: 0.001763 loss: 0.1789 (0.1917) loss_rec_all: 0.2052 (0.2176) loss_rec_sfr: 0.2138 (0.2826) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [06:55:33.151435] Epoch: [301] [2260/2904] eta: 0:08:05 lr: 0.001763 loss: 0.1812 (0.1917) loss_rec_all: 0.2074 (0.2176) loss_rec_sfr: 0.2387 (0.2826) loss_cl: -0.2782 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [06:55:48.065322] Epoch: [301] [2280/2904] eta: 0:07:49 lr: 0.001763 loss: 0.1823 (0.1917) loss_rec_all: 0.2082 (0.2176) loss_rec_sfr: 0.2653 (0.2825) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [06:56:02.978354] Epoch: [301] [2300/2904] eta: 0:07:34 lr: 0.001763 loss: 0.1829 (0.1917) loss_rec_all: 0.2091 (0.2176) loss_rec_sfr: 0.2630 (0.2826) loss_cl: -0.2800 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [06:56:17.895674] Epoch: [301] [2320/2904] eta: 0:07:19 lr: 0.001763 loss: 0.1794 (0.1917) loss_rec_all: 0.2056 (0.2176) loss_rec_sfr: 0.2528 (0.2824) loss_cl: -0.2803 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [06:56:32.810847] Epoch: [301] [2340/2904] eta: 0:07:04 lr: 0.001763 loss: 0.1812 (0.1917) loss_rec_all: 0.2072 (0.2176) loss_rec_sfr: 0.2554 (0.2823) loss_cl: -0.2788 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [06:56:47.727791] Epoch: [301] [2360/2904] eta: 0:06:49 lr: 0.001763 loss: 0.1818 (0.1917) loss_rec_all: 0.2076 (0.2176) loss_rec_sfr: 0.2680 (0.2824) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [06:57:02.643400] Epoch: [301] [2380/2904] eta: 0:06:34 lr: 0.001763 loss: 0.1801 (0.1917) loss_rec_all: 0.2065 (0.2176) loss_rec_sfr: 0.2547 (0.2823) loss_cl: -0.2782 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [06:57:17.563289] Epoch: [301] [2400/2904] eta: 0:06:19 lr: 0.001763 loss: 0.1809 (0.1917) loss_rec_all: 0.2067 (0.2176) loss_rec_sfr: 0.2732 (0.2825) loss_cl: -0.2781 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [06:57:32.487043] Epoch: [301] [2420/2904] eta: 0:06:04 lr: 0.001763 loss: 0.1802 (0.1918) loss_rec_all: 0.2062 (0.2177) loss_rec_sfr: 0.2634 (0.2827) loss_cl: -0.2780 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [06:57:47.404472] Epoch: [301] [2440/2904] eta: 0:05:49 lr: 0.001763 loss: 0.1870 (0.1919) loss_rec_all: 0.2131 (0.2178) loss_rec_sfr: 0.2682 (0.2830) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [06:58:02.324475] Epoch: [301] [2460/2904] eta: 0:05:34 lr: 0.001763 loss: 0.1822 (0.1919) loss_rec_all: 0.2083 (0.2178) loss_rec_sfr: 0.2683 (0.2831) loss_cl: -0.2799 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [06:58:17.242762] Epoch: [301] [2480/2904] eta: 0:05:19 lr: 0.001763 loss: 0.1828 (0.1920) loss_rec_all: 0.2090 (0.2179) loss_rec_sfr: 0.2588 (0.2834) loss_cl: -0.2800 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [06:58:32.160843] Epoch: [301] [2500/2904] eta: 0:05:03 lr: 0.001763 loss: 0.1837 (0.1920) loss_rec_all: 0.2098 (0.2179) loss_rec_sfr: 0.2624 (0.2833) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [06:58:47.075709] Epoch: [301] [2520/2904] eta: 0:04:48 lr: 0.001763 loss: 0.1813 (0.1920) loss_rec_all: 0.2074 (0.2179) loss_rec_sfr: 0.2697 (0.2834) loss_cl: -0.2774 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [06:59:01.996724] Epoch: [301] [2540/2904] eta: 0:04:33 lr: 0.001763 loss: 0.1800 (0.1920) loss_rec_all: 0.2058 (0.2179) loss_rec_sfr: 0.2625 (0.2833) loss_cl: -0.2781 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [06:59:16.911631] Epoch: [301] [2560/2904] eta: 0:04:18 lr: 0.001763 loss: 0.1827 (0.1920) loss_rec_all: 0.2091 (0.2179) loss_rec_sfr: 0.2618 (0.2833) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [06:59:31.828580] Epoch: [301] [2580/2904] eta: 0:04:03 lr: 0.001763 loss: 0.1802 (0.1919) loss_rec_all: 0.2062 (0.2178) loss_rec_sfr: 0.2602 (0.2832) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [06:59:46.749596] Epoch: [301] [2600/2904] eta: 0:03:48 lr: 0.001763 loss: 0.1846 (0.1920) loss_rec_all: 0.2106 (0.2179) loss_rec_sfr: 0.2629 (0.2832) loss_cl: -0.2795 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [07:00:01.671096] Epoch: [301] [2620/2904] eta: 0:03:33 lr: 0.001763 loss: 0.1789 (0.1920) loss_rec_all: 0.2054 (0.2179) loss_rec_sfr: 0.2737 (0.2833) loss_cl: -0.2794 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [07:00:16.591337] Epoch: [301] [2640/2904] eta: 0:03:18 lr: 0.001763 loss: 0.1811 (0.1920) loss_rec_all: 0.2077 (0.2179) loss_rec_sfr: 0.2582 (0.2833) loss_cl: -0.2792 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [07:00:31.503731] Epoch: [301] [2660/2904] eta: 0:03:03 lr: 0.001763 loss: 0.1813 (0.1920) loss_rec_all: 0.2077 (0.2179) loss_rec_sfr: 0.2631 (0.2833) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [07:00:46.419251] Epoch: [301] [2680/2904] eta: 0:02:48 lr: 0.001763 loss: 0.1820 (0.1920) loss_rec_all: 0.2085 (0.2179) loss_rec_sfr: 0.2578 (0.2832) loss_cl: -0.2783 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [07:01:01.341846] Epoch: [301] [2700/2904] eta: 0:02:33 lr: 0.001763 loss: 0.1806 (0.1919) loss_rec_all: 0.2070 (0.2178) loss_rec_sfr: 0.2589 (0.2831) loss_cl: -0.2787 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [07:01:16.257420] Epoch: [301] [2720/2904] eta: 0:02:18 lr: 0.001763 loss: 0.1809 (0.1919) loss_rec_all: 0.2070 (0.2178) loss_rec_sfr: 0.2656 (0.2831) loss_cl: -0.2795 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [07:01:31.170345] Epoch: [301] [2740/2904] eta: 0:02:03 lr: 0.001763 loss: 0.1790 (0.1919) loss_rec_all: 0.2055 (0.2178) loss_rec_sfr: 0.2256 (0.2828) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [07:01:46.085776] Epoch: [301] [2760/2904] eta: 0:01:48 lr: 0.001763 loss: 0.1836 (0.1919) loss_rec_all: 0.2099 (0.2178) loss_rec_sfr: 0.2505 (0.2829) loss_cl: -0.2782 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [07:02:00.997609] Epoch: [301] [2780/2904] eta: 0:01:33 lr: 0.001763 loss: 0.1868 (0.1919) loss_rec_all: 0.2128 (0.2178) loss_rec_sfr: 0.2619 (0.2829) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [07:02:15.913279] Epoch: [301] [2800/2904] eta: 0:01:18 lr: 0.001763 loss: 0.1839 (0.1919) loss_rec_all: 0.2099 (0.2178) loss_rec_sfr: 0.2640 (0.2829) loss_cl: -0.2794 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [07:02:30.826463] Epoch: [301] [2820/2904] eta: 0:01:03 lr: 0.001763 loss: 0.1842 (0.1920) loss_rec_all: 0.2101 (0.2179) loss_rec_sfr: 0.2636 (0.2831) loss_cl: -0.2796 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [07:02:45.782009] Epoch: [301] [2840/2904] eta: 0:00:48 lr: 0.001762 loss: 0.1790 (0.1920) loss_rec_all: 0.2052 (0.2179) loss_rec_sfr: 0.2662 (0.2830) loss_cl: -0.2792 (-0.2788) time: 0.7477 data: 0.0024 max mem: 29860 [07:03:00.683140] Epoch: [301] [2860/2904] eta: 0:00:33 lr: 0.001762 loss: 0.1858 (0.1920) loss_rec_all: 0.2118 (0.2179) loss_rec_sfr: 0.2713 (0.2832) loss_cl: -0.2791 (-0.2788) time: 0.7450 data: 0.0001 max mem: 29860 [07:03:15.581521] Epoch: [301] [2880/2904] eta: 0:00:18 lr: 0.001762 loss: 0.1830 (0.1921) loss_rec_all: 0.2092 (0.2180) loss_rec_sfr: 0.2740 (0.2834) loss_cl: -0.2779 (-0.2788) time: 0.7449 data: 0.0001 max mem: 29860 [07:03:30.483706] Epoch: [301] [2900/2904] eta: 0:00:03 lr: 0.001762 loss: 0.1792 (0.1921) loss_rec_all: 0.2052 (0.2180) loss_rec_sfr: 0.2017 (0.2832) loss_cl: -0.2789 (-0.2788) time: 0.7451 data: 0.0001 max mem: 29860 [07:03:32.726678] Epoch: [301] [2903/2904] eta: 0:00:00 lr: 0.001762 loss: 0.1792 (0.1920) loss_rec_all: 0.2052 (0.2179) loss_rec_sfr: 0.2286 (0.2832) loss_cl: -0.2793 (-0.2788) time: 0.7451 data: 0.0001 max mem: 29860 [07:03:34.925111] Epoch: [301] Total time: 0:36:24 (0.7523 s / it) [07:03:34.926191] Averaged stats: lr: 0.001762 loss: 0.1792 (0.1938) loss_rec_all: 0.2052 (0.2174) loss_rec_sfr: 0.2286 (0.2808) loss_cl: -0.2793 (-0.2556) [07:03:34.930984] log_dir: ./checkpoint/VF2_ViT-B [07:03:52.067556] Epoch: [302] [ 0/2904] eta: 13:49:22 lr: 0.001762 loss: 0.1887 (0.1887) loss_rec_all: 0.2147 (0.2147) loss_rec_sfr: 0.2571 (0.2571) loss_cl: -0.2786 (-0.2786) time: 17.1359 data: 11.4260 max mem: 29860 [07:04:06.949090] Epoch: [302] [ 20/2904] eta: 1:13:16 lr: 0.001762 loss: 0.1797 (0.1861) loss_rec_all: 0.2057 (0.2122) loss_rec_sfr: 0.2668 (0.2638) loss_cl: -0.2792 (-0.2791) time: 0.7440 data: 0.0002 max mem: 29860 [07:04:21.834886] Epoch: [302] [ 40/2904] eta: 0:54:36 lr: 0.001762 loss: 0.1788 (0.1904) loss_rec_all: 0.2052 (0.2163) loss_rec_sfr: 0.2628 (0.2791) loss_cl: -0.2792 (-0.2790) time: 0.7442 data: 0.0002 max mem: 29860 [07:04:36.722288] Epoch: [302] [ 60/2904] eta: 0:48:00 lr: 0.001762 loss: 0.1769 (0.1894) loss_rec_all: 0.2034 (0.2154) loss_rec_sfr: 0.2665 (0.2786) loss_cl: -0.2782 (-0.2789) time: 0.7443 data: 0.0002 max mem: 29860 [07:04:51.614086] Epoch: [302] [ 80/2904] eta: 0:44:33 lr: 0.001762 loss: 0.1814 (0.1887) loss_rec_all: 0.2078 (0.2147) loss_rec_sfr: 0.2629 (0.2754) loss_cl: -0.2785 (-0.2787) time: 0.7445 data: 0.0002 max mem: 29860 [07:05:06.526320] Epoch: [302] [ 100/2904] eta: 0:42:22 lr: 0.001762 loss: 0.1793 (0.1889) loss_rec_all: 0.2055 (0.2148) loss_rec_sfr: 0.2570 (0.2748) loss_cl: -0.2794 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [07:05:21.440234] Epoch: [302] [ 120/2904] eta: 0:40:50 lr: 0.001762 loss: 0.1793 (0.1893) loss_rec_all: 0.2054 (0.2152) loss_rec_sfr: 0.2641 (0.2765) loss_cl: -0.2793 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [07:05:36.363298] Epoch: [302] [ 140/2904] eta: 0:39:40 lr: 0.001762 loss: 0.1763 (0.1884) loss_rec_all: 0.2029 (0.2144) loss_rec_sfr: 0.2606 (0.2738) loss_cl: -0.2800 (-0.2791) time: 0.7461 data: 0.0002 max mem: 29860 [07:05:51.294302] Epoch: [302] [ 160/2904] eta: 0:38:43 lr: 0.001762 loss: 0.1831 (0.1894) loss_rec_all: 0.2092 (0.2154) loss_rec_sfr: 0.2716 (0.2776) loss_cl: -0.2789 (-0.2790) time: 0.7465 data: 0.0002 max mem: 29860 [07:06:06.246015] Epoch: [302] [ 180/2904] eta: 0:37:57 lr: 0.001762 loss: 0.1814 (0.1899) loss_rec_all: 0.2077 (0.2158) loss_rec_sfr: 0.2650 (0.2787) loss_cl: -0.2789 (-0.2789) time: 0.7475 data: 0.0002 max mem: 29860 [07:06:21.166439] Epoch: [302] [ 200/2904] eta: 0:37:16 lr: 0.001762 loss: 0.1822 (0.1900) loss_rec_all: 0.2081 (0.2159) loss_rec_sfr: 0.2563 (0.2792) loss_cl: -0.2777 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [07:06:36.083085] Epoch: [302] [ 220/2904] eta: 0:36:39 lr: 0.001762 loss: 0.1783 (0.1900) loss_rec_all: 0.2042 (0.2159) loss_rec_sfr: 0.2556 (0.2793) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [07:06:50.993933] Epoch: [302] [ 240/2904] eta: 0:36:07 lr: 0.001762 loss: 0.1821 (0.1906) loss_rec_all: 0.2079 (0.2165) loss_rec_sfr: 0.2650 (0.2806) loss_cl: -0.2796 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [07:07:05.908187] Epoch: [302] [ 260/2904] eta: 0:35:37 lr: 0.001762 loss: 0.1854 (0.1910) loss_rec_all: 0.2117 (0.2169) loss_rec_sfr: 0.2540 (0.2813) loss_cl: -0.2792 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [07:07:20.824023] Epoch: [302] [ 280/2904] eta: 0:35:09 lr: 0.001762 loss: 0.1790 (0.1909) loss_rec_all: 0.2049 (0.2168) loss_rec_sfr: 0.2603 (0.2808) loss_cl: -0.2782 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [07:07:35.757677] Epoch: [302] [ 300/2904] eta: 0:34:43 lr: 0.001762 loss: 0.1802 (0.1904) loss_rec_all: 0.2062 (0.2163) loss_rec_sfr: 0.2379 (0.2788) loss_cl: -0.2793 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [07:07:50.672956] Epoch: [302] [ 320/2904] eta: 0:34:18 lr: 0.001762 loss: 0.1794 (0.1898) loss_rec_all: 0.2061 (0.2158) loss_rec_sfr: 0.2383 (0.2767) loss_cl: -0.2798 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [07:08:05.604543] Epoch: [302] [ 340/2904] eta: 0:33:55 lr: 0.001762 loss: 0.1802 (0.1898) loss_rec_all: 0.2064 (0.2158) loss_rec_sfr: 0.2606 (0.2769) loss_cl: -0.2792 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [07:08:20.520087] Epoch: [302] [ 360/2904] eta: 0:33:32 lr: 0.001762 loss: 0.1783 (0.1897) loss_rec_all: 0.2045 (0.2156) loss_rec_sfr: 0.2272 (0.2756) loss_cl: -0.2779 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [07:08:35.432479] Epoch: [302] [ 380/2904] eta: 0:33:10 lr: 0.001762 loss: 0.1830 (0.1899) loss_rec_all: 0.2091 (0.2158) loss_rec_sfr: 0.2682 (0.2767) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [07:08:50.347392] Epoch: [302] [ 400/2904] eta: 0:32:49 lr: 0.001762 loss: 0.1796 (0.1899) loss_rec_all: 0.2062 (0.2158) loss_rec_sfr: 0.2631 (0.2764) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [07:09:05.269844] Epoch: [302] [ 420/2904] eta: 0:32:28 lr: 0.001762 loss: 0.1834 (0.1904) loss_rec_all: 0.2095 (0.2164) loss_rec_sfr: 0.2704 (0.2788) loss_cl: -0.2792 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [07:09:20.188613] Epoch: [302] [ 440/2904] eta: 0:32:08 lr: 0.001762 loss: 0.1785 (0.1905) loss_rec_all: 0.2049 (0.2164) loss_rec_sfr: 0.2559 (0.2786) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [07:09:35.109330] Epoch: [302] [ 460/2904] eta: 0:31:49 lr: 0.001762 loss: 0.1759 (0.1906) loss_rec_all: 0.2018 (0.2165) loss_rec_sfr: 0.2655 (0.2794) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [07:09:50.033103] Epoch: [302] [ 480/2904] eta: 0:31:30 lr: 0.001762 loss: 0.1871 (0.1908) loss_rec_all: 0.2131 (0.2167) loss_rec_sfr: 0.2589 (0.2798) loss_cl: -0.2787 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [07:10:04.957234] Epoch: [302] [ 500/2904] eta: 0:31:11 lr: 0.001762 loss: 0.1831 (0.1907) loss_rec_all: 0.2091 (0.2166) loss_rec_sfr: 0.2650 (0.2795) loss_cl: -0.2789 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [07:10:19.873923] Epoch: [302] [ 520/2904] eta: 0:30:52 lr: 0.001762 loss: 0.1847 (0.1908) loss_rec_all: 0.2106 (0.2167) loss_rec_sfr: 0.2652 (0.2798) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [07:10:34.790373] Epoch: [302] [ 540/2904] eta: 0:30:34 lr: 0.001762 loss: 0.1821 (0.1908) loss_rec_all: 0.2080 (0.2167) loss_rec_sfr: 0.2611 (0.2798) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [07:10:49.704431] Epoch: [302] [ 560/2904] eta: 0:30:16 lr: 0.001762 loss: 0.1794 (0.1908) loss_rec_all: 0.2054 (0.2167) loss_rec_sfr: 0.2510 (0.2798) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [07:11:04.615034] Epoch: [302] [ 580/2904] eta: 0:29:58 lr: 0.001762 loss: 0.1854 (0.1912) loss_rec_all: 0.2114 (0.2171) loss_rec_sfr: 0.2700 (0.2811) loss_cl: -0.2790 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [07:11:19.541854] Epoch: [302] [ 600/2904] eta: 0:29:41 lr: 0.001761 loss: 0.1806 (0.1912) loss_rec_all: 0.2065 (0.2171) loss_rec_sfr: 0.2293 (0.2809) loss_cl: -0.2788 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [07:11:34.470793] Epoch: [302] [ 620/2904] eta: 0:29:23 lr: 0.001761 loss: 0.1925 (0.1916) loss_rec_all: 0.2183 (0.2175) loss_rec_sfr: 0.2683 (0.2819) loss_cl: -0.2783 (-0.2788) time: 0.7464 data: 0.0003 max mem: 29860 [07:11:49.395218] Epoch: [302] [ 640/2904] eta: 0:29:06 lr: 0.001761 loss: 0.1797 (0.1916) loss_rec_all: 0.2059 (0.2175) loss_rec_sfr: 0.2648 (0.2818) loss_cl: -0.2782 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [07:12:04.320018] Epoch: [302] [ 660/2904] eta: 0:28:49 lr: 0.001761 loss: 0.1808 (0.1917) loss_rec_all: 0.2069 (0.2176) loss_rec_sfr: 0.2627 (0.2820) loss_cl: -0.2788 (-0.2788) time: 0.7462 data: 0.0004 max mem: 29860 [07:12:19.243080] Epoch: [302] [ 680/2904] eta: 0:28:32 lr: 0.001761 loss: 0.1861 (0.1918) loss_rec_all: 0.2123 (0.2177) loss_rec_sfr: 0.2662 (0.2827) loss_cl: -0.2796 (-0.2788) time: 0.7461 data: 0.0004 max mem: 29860 [07:12:34.169986] Epoch: [302] [ 700/2904] eta: 0:28:15 lr: 0.001761 loss: 0.1822 (0.1917) loss_rec_all: 0.2086 (0.2176) loss_rec_sfr: 0.2564 (0.2821) loss_cl: -0.2790 (-0.2788) time: 0.7463 data: 0.0003 max mem: 29860 [07:12:49.094768] Epoch: [302] [ 720/2904] eta: 0:27:58 lr: 0.001761 loss: 0.1839 (0.1920) loss_rec_all: 0.2098 (0.2179) loss_rec_sfr: 0.2678 (0.2830) loss_cl: -0.2780 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [07:13:04.016513] Epoch: [302] [ 740/2904] eta: 0:27:41 lr: 0.001761 loss: 0.1807 (0.1921) loss_rec_all: 0.2070 (0.2180) loss_rec_sfr: 0.2656 (0.2834) loss_cl: -0.2782 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [07:13:18.939334] Epoch: [302] [ 760/2904] eta: 0:27:25 lr: 0.001761 loss: 0.1821 (0.1920) loss_rec_all: 0.2086 (0.2179) loss_rec_sfr: 0.2591 (0.2831) loss_cl: -0.2787 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [07:13:33.864972] Epoch: [302] [ 780/2904] eta: 0:27:08 lr: 0.001761 loss: 0.1796 (0.1919) loss_rec_all: 0.2059 (0.2178) loss_rec_sfr: 0.2558 (0.2827) loss_cl: -0.2795 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [07:13:48.788613] Epoch: [302] [ 800/2904] eta: 0:26:52 lr: 0.001761 loss: 0.1818 (0.1917) loss_rec_all: 0.2076 (0.2176) loss_rec_sfr: 0.2616 (0.2824) loss_cl: -0.2785 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [07:14:03.714290] Epoch: [302] [ 820/2904] eta: 0:26:35 lr: 0.001761 loss: 0.1795 (0.1917) loss_rec_all: 0.2061 (0.2176) loss_rec_sfr: 0.2624 (0.2825) loss_cl: -0.2792 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [07:14:18.634222] Epoch: [302] [ 840/2904] eta: 0:26:19 lr: 0.001761 loss: 0.1822 (0.1918) loss_rec_all: 0.2080 (0.2177) loss_rec_sfr: 0.2682 (0.2829) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [07:14:33.555550] Epoch: [302] [ 860/2904] eta: 0:26:03 lr: 0.001761 loss: 0.1844 (0.1919) loss_rec_all: 0.2106 (0.2178) loss_rec_sfr: 0.2609 (0.2827) loss_cl: -0.2792 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [07:14:48.472219] Epoch: [302] [ 880/2904] eta: 0:25:47 lr: 0.001761 loss: 0.1780 (0.1917) loss_rec_all: 0.2042 (0.2176) loss_rec_sfr: 0.2503 (0.2821) loss_cl: -0.2794 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [07:15:03.398987] Epoch: [302] [ 900/2904] eta: 0:25:31 lr: 0.001761 loss: 0.1795 (0.1916) loss_rec_all: 0.2056 (0.2175) loss_rec_sfr: 0.2292 (0.2816) loss_cl: -0.2782 (-0.2788) time: 0.7463 data: 0.0003 max mem: 29860 [07:15:18.323932] Epoch: [302] [ 920/2904] eta: 0:25:15 lr: 0.001761 loss: 0.1858 (0.1914) loss_rec_all: 0.2118 (0.2174) loss_rec_sfr: 0.2643 (0.2813) loss_cl: -0.2781 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [07:15:33.247447] Epoch: [302] [ 940/2904] eta: 0:24:59 lr: 0.001761 loss: 0.1803 (0.1914) loss_rec_all: 0.2067 (0.2173) loss_rec_sfr: 0.2657 (0.2813) loss_cl: -0.2782 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [07:15:48.166746] Epoch: [302] [ 960/2904] eta: 0:24:43 lr: 0.001761 loss: 0.1805 (0.1913) loss_rec_all: 0.2066 (0.2172) loss_rec_sfr: 0.2612 (0.2810) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0004 max mem: 29860 [07:16:03.090162] Epoch: [302] [ 980/2904] eta: 0:24:27 lr: 0.001761 loss: 0.1800 (0.1913) loss_rec_all: 0.2061 (0.2172) loss_rec_sfr: 0.2594 (0.2809) loss_cl: -0.2791 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [07:16:18.012110] Epoch: [302] [1000/2904] eta: 0:24:11 lr: 0.001761 loss: 0.1775 (0.1911) loss_rec_all: 0.2038 (0.2171) loss_rec_sfr: 0.2616 (0.2806) loss_cl: -0.2788 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [07:16:32.927804] Epoch: [302] [1020/2904] eta: 0:23:55 lr: 0.001761 loss: 0.1808 (0.1910) loss_rec_all: 0.2071 (0.2169) loss_rec_sfr: 0.2531 (0.2802) loss_cl: -0.2793 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [07:16:47.853034] Epoch: [302] [1040/2904] eta: 0:23:39 lr: 0.001761 loss: 0.1765 (0.1908) loss_rec_all: 0.2027 (0.2167) loss_rec_sfr: 0.2190 (0.2794) loss_cl: -0.2797 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [07:17:02.773059] Epoch: [302] [1060/2904] eta: 0:23:23 lr: 0.001761 loss: 0.1835 (0.1907) loss_rec_all: 0.2098 (0.2166) loss_rec_sfr: 0.2661 (0.2789) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [07:17:17.738062] Epoch: [302] [1080/2904] eta: 0:23:08 lr: 0.001761 loss: 0.1800 (0.1906) loss_rec_all: 0.2060 (0.2166) loss_rec_sfr: 0.2546 (0.2787) loss_cl: -0.2788 (-0.2788) time: 0.7482 data: 0.0003 max mem: 29860 [07:17:32.688653] Epoch: [302] [1100/2904] eta: 0:22:52 lr: 0.001761 loss: 0.1870 (0.1909) loss_rec_all: 0.2130 (0.2168) loss_rec_sfr: 0.2696 (0.2792) loss_cl: -0.2785 (-0.2788) time: 0.7475 data: 0.0002 max mem: 29860 [07:17:47.652848] Epoch: [302] [1120/2904] eta: 0:22:36 lr: 0.001761 loss: 0.1802 (0.1908) loss_rec_all: 0.2066 (0.2168) loss_rec_sfr: 0.2271 (0.2789) loss_cl: -0.2791 (-0.2788) time: 0.7482 data: 0.0003 max mem: 29860 [07:18:02.614918] Epoch: [302] [1140/2904] eta: 0:22:21 lr: 0.001761 loss: 0.1812 (0.1908) loss_rec_all: 0.2072 (0.2167) loss_rec_sfr: 0.2581 (0.2788) loss_cl: -0.2795 (-0.2788) time: 0.7480 data: 0.0003 max mem: 29860 [07:18:17.574982] Epoch: [302] [1160/2904] eta: 0:22:05 lr: 0.001761 loss: 0.1849 (0.1909) loss_rec_all: 0.2110 (0.2168) loss_rec_sfr: 0.2700 (0.2792) loss_cl: -0.2790 (-0.2788) time: 0.7480 data: 0.0003 max mem: 29860 [07:18:32.516735] Epoch: [302] [1180/2904] eta: 0:21:50 lr: 0.001761 loss: 0.1808 (0.1910) loss_rec_all: 0.2073 (0.2169) loss_rec_sfr: 0.2203 (0.2793) loss_cl: -0.2786 (-0.2788) time: 0.7470 data: 0.0003 max mem: 29860 [07:18:47.490108] Epoch: [302] [1200/2904] eta: 0:21:34 lr: 0.001761 loss: 0.1819 (0.1910) loss_rec_all: 0.2082 (0.2169) loss_rec_sfr: 0.2554 (0.2790) loss_cl: -0.2790 (-0.2788) time: 0.7486 data: 0.0003 max mem: 29860 [07:19:02.469427] Epoch: [302] [1220/2904] eta: 0:21:19 lr: 0.001761 loss: 0.1821 (0.1910) loss_rec_all: 0.2081 (0.2169) loss_rec_sfr: 0.2632 (0.2791) loss_cl: -0.2790 (-0.2788) time: 0.7489 data: 0.0003 max mem: 29860 [07:19:17.452800] Epoch: [302] [1240/2904] eta: 0:21:03 lr: 0.001761 loss: 0.1809 (0.1909) loss_rec_all: 0.2069 (0.2169) loss_rec_sfr: 0.2550 (0.2789) loss_cl: -0.2789 (-0.2788) time: 0.7491 data: 0.0003 max mem: 29860 [07:19:32.455531] Epoch: [302] [1260/2904] eta: 0:20:48 lr: 0.001760 loss: 0.1774 (0.1909) loss_rec_all: 0.2040 (0.2168) loss_rec_sfr: 0.2603 (0.2789) loss_cl: -0.2784 (-0.2788) time: 0.7501 data: 0.0003 max mem: 29860 [07:19:47.443903] Epoch: [302] [1280/2904] eta: 0:20:32 lr: 0.001760 loss: 0.1825 (0.1909) loss_rec_all: 0.2085 (0.2169) loss_rec_sfr: 0.2578 (0.2790) loss_cl: -0.2786 (-0.2788) time: 0.7494 data: 0.0003 max mem: 29860 [07:20:02.427249] Epoch: [302] [1300/2904] eta: 0:20:17 lr: 0.001760 loss: 0.1813 (0.1910) loss_rec_all: 0.2073 (0.2169) loss_rec_sfr: 0.2623 (0.2790) loss_cl: -0.2788 (-0.2788) time: 0.7491 data: 0.0003 max mem: 29860 [07:20:17.393366] Epoch: [302] [1320/2904] eta: 0:20:01 lr: 0.001760 loss: 0.1811 (0.1909) loss_rec_all: 0.2072 (0.2168) loss_rec_sfr: 0.2608 (0.2788) loss_cl: -0.2796 (-0.2788) time: 0.7482 data: 0.0003 max mem: 29860 [07:20:32.322011] Epoch: [302] [1340/2904] eta: 0:19:46 lr: 0.001760 loss: 0.1807 (0.1909) loss_rec_all: 0.2070 (0.2168) loss_rec_sfr: 0.2529 (0.2786) loss_cl: -0.2794 (-0.2788) time: 0.7464 data: 0.0003 max mem: 29860 [07:20:47.242364] Epoch: [302] [1360/2904] eta: 0:19:31 lr: 0.001760 loss: 0.1807 (0.1909) loss_rec_all: 0.2069 (0.2168) loss_rec_sfr: 0.2639 (0.2789) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [07:21:02.151890] Epoch: [302] [1380/2904] eta: 0:19:15 lr: 0.001760 loss: 0.1836 (0.1910) loss_rec_all: 0.2095 (0.2169) loss_rec_sfr: 0.2704 (0.2792) loss_cl: -0.2785 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [07:21:17.066937] Epoch: [302] [1400/2904] eta: 0:19:00 lr: 0.001760 loss: 0.1781 (0.1909) loss_rec_all: 0.2041 (0.2169) loss_rec_sfr: 0.2555 (0.2790) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [07:21:31.983071] Epoch: [302] [1420/2904] eta: 0:18:44 lr: 0.001760 loss: 0.1763 (0.1909) loss_rec_all: 0.2025 (0.2168) loss_rec_sfr: 0.2610 (0.2789) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [07:21:46.899617] Epoch: [302] [1440/2904] eta: 0:18:29 lr: 0.001760 loss: 0.1834 (0.1909) loss_rec_all: 0.2095 (0.2168) loss_rec_sfr: 0.2605 (0.2790) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [07:22:01.816824] Epoch: [302] [1460/2904] eta: 0:18:13 lr: 0.001760 loss: 0.1819 (0.1909) loss_rec_all: 0.2080 (0.2169) loss_rec_sfr: 0.2569 (0.2790) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [07:22:16.723980] Epoch: [302] [1480/2904] eta: 0:17:58 lr: 0.001760 loss: 0.1832 (0.1910) loss_rec_all: 0.2092 (0.2169) loss_rec_sfr: 0.2657 (0.2793) loss_cl: -0.2793 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [07:22:31.631224] Epoch: [302] [1500/2904] eta: 0:17:43 lr: 0.001760 loss: 0.1786 (0.1909) loss_rec_all: 0.2045 (0.2169) loss_rec_sfr: 0.2636 (0.2793) loss_cl: -0.2791 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [07:22:46.539674] Epoch: [302] [1520/2904] eta: 0:17:27 lr: 0.001760 loss: 0.1860 (0.1910) loss_rec_all: 0.2121 (0.2169) loss_rec_sfr: 0.2581 (0.2794) loss_cl: -0.2782 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [07:23:01.451535] Epoch: [302] [1540/2904] eta: 0:17:12 lr: 0.001760 loss: 0.1800 (0.1910) loss_rec_all: 0.2063 (0.2169) loss_rec_sfr: 0.2342 (0.2792) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [07:23:16.364249] Epoch: [302] [1560/2904] eta: 0:16:57 lr: 0.001760 loss: 0.1815 (0.1909) loss_rec_all: 0.2073 (0.2169) loss_rec_sfr: 0.2586 (0.2790) loss_cl: -0.2793 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [07:23:31.276381] Epoch: [302] [1580/2904] eta: 0:16:41 lr: 0.001760 loss: 0.1835 (0.1910) loss_rec_all: 0.2095 (0.2169) loss_rec_sfr: 0.2696 (0.2791) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [07:23:46.184415] Epoch: [302] [1600/2904] eta: 0:16:26 lr: 0.001760 loss: 0.1867 (0.1910) loss_rec_all: 0.2125 (0.2169) loss_rec_sfr: 0.2645 (0.2791) loss_cl: -0.2780 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [07:24:01.091923] Epoch: [302] [1620/2904] eta: 0:16:11 lr: 0.001760 loss: 0.1798 (0.1911) loss_rec_all: 0.2058 (0.2170) loss_rec_sfr: 0.2694 (0.2795) loss_cl: -0.2783 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [07:24:15.999388] Epoch: [302] [1640/2904] eta: 0:15:55 lr: 0.001760 loss: 0.1845 (0.1912) loss_rec_all: 0.2104 (0.2171) loss_rec_sfr: 0.2538 (0.2798) loss_cl: -0.2791 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [07:24:30.909239] Epoch: [302] [1660/2904] eta: 0:15:40 lr: 0.001760 loss: 0.1837 (0.1913) loss_rec_all: 0.2098 (0.2172) loss_rec_sfr: 0.2618 (0.2800) loss_cl: -0.2804 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [07:24:45.821662] Epoch: [302] [1680/2904] eta: 0:15:25 lr: 0.001760 loss: 0.1821 (0.1913) loss_rec_all: 0.2087 (0.2172) loss_rec_sfr: 0.2627 (0.2800) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [07:25:00.731048] Epoch: [302] [1700/2904] eta: 0:15:10 lr: 0.001760 loss: 0.1769 (0.1912) loss_rec_all: 0.2030 (0.2171) loss_rec_sfr: 0.2620 (0.2797) loss_cl: -0.2783 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [07:25:15.866991] Epoch: [302] [1720/2904] eta: 0:14:54 lr: 0.001760 loss: 0.1778 (0.1911) loss_rec_all: 0.2041 (0.2171) loss_rec_sfr: 0.2595 (0.2796) loss_cl: -0.2785 (-0.2788) time: 0.7568 data: 0.0002 max mem: 29860 [07:25:30.776792] Epoch: [302] [1740/2904] eta: 0:14:39 lr: 0.001760 loss: 0.1832 (0.1912) loss_rec_all: 0.2096 (0.2171) loss_rec_sfr: 0.2734 (0.2798) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [07:25:45.685843] Epoch: [302] [1760/2904] eta: 0:14:24 lr: 0.001760 loss: 0.1824 (0.1912) loss_rec_all: 0.2085 (0.2171) loss_rec_sfr: 0.2629 (0.2797) loss_cl: -0.2793 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [07:26:00.591903] Epoch: [302] [1780/2904] eta: 0:14:09 lr: 0.001760 loss: 0.1837 (0.1912) loss_rec_all: 0.2098 (0.2171) loss_rec_sfr: 0.2658 (0.2798) loss_cl: -0.2796 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [07:26:15.499956] Epoch: [302] [1800/2904] eta: 0:13:53 lr: 0.001760 loss: 0.1789 (0.1912) loss_rec_all: 0.2050 (0.2171) loss_rec_sfr: 0.2610 (0.2796) loss_cl: -0.2785 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [07:26:30.404181] Epoch: [302] [1820/2904] eta: 0:13:38 lr: 0.001760 loss: 0.1843 (0.1912) loss_rec_all: 0.2100 (0.2172) loss_rec_sfr: 0.2679 (0.2799) loss_cl: -0.2787 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [07:26:45.306341] Epoch: [302] [1840/2904] eta: 0:13:23 lr: 0.001760 loss: 0.1817 (0.1913) loss_rec_all: 0.2077 (0.2172) loss_rec_sfr: 0.2702 (0.2801) loss_cl: -0.2786 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [07:27:00.208669] Epoch: [302] [1860/2904] eta: 0:13:08 lr: 0.001760 loss: 0.1822 (0.1912) loss_rec_all: 0.2080 (0.2171) loss_rec_sfr: 0.2706 (0.2801) loss_cl: -0.2785 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [07:27:15.113334] Epoch: [302] [1880/2904] eta: 0:12:53 lr: 0.001760 loss: 0.1783 (0.1912) loss_rec_all: 0.2043 (0.2171) loss_rec_sfr: 0.2569 (0.2800) loss_cl: -0.2792 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [07:27:30.162097] Epoch: [302] [1900/2904] eta: 0:12:37 lr: 0.001760 loss: 0.1766 (0.1912) loss_rec_all: 0.2027 (0.2171) loss_rec_sfr: 0.2547 (0.2800) loss_cl: -0.2783 (-0.2788) time: 0.7524 data: 0.0002 max mem: 29860 [07:27:45.063021] Epoch: [302] [1920/2904] eta: 0:12:22 lr: 0.001759 loss: 0.1793 (0.1912) loss_rec_all: 0.2057 (0.2171) loss_rec_sfr: 0.2588 (0.2799) loss_cl: -0.2787 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [07:27:59.965427] Epoch: [302] [1940/2904] eta: 0:12:07 lr: 0.001759 loss: 0.1817 (0.1912) loss_rec_all: 0.2078 (0.2171) loss_rec_sfr: 0.2647 (0.2800) loss_cl: -0.2790 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [07:28:14.877198] Epoch: [302] [1960/2904] eta: 0:11:52 lr: 0.001759 loss: 0.1784 (0.1911) loss_rec_all: 0.2044 (0.2170) loss_rec_sfr: 0.2556 (0.2797) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [07:28:29.791879] Epoch: [302] [1980/2904] eta: 0:11:37 lr: 0.001759 loss: 0.1805 (0.1911) loss_rec_all: 0.2067 (0.2170) loss_rec_sfr: 0.2661 (0.2797) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [07:28:44.692948] Epoch: [302] [2000/2904] eta: 0:11:22 lr: 0.001759 loss: 0.1868 (0.1912) loss_rec_all: 0.2129 (0.2171) loss_rec_sfr: 0.2640 (0.2799) loss_cl: -0.2790 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [07:28:59.599058] Epoch: [302] [2020/2904] eta: 0:11:06 lr: 0.001759 loss: 0.1843 (0.1912) loss_rec_all: 0.2103 (0.2171) loss_rec_sfr: 0.2609 (0.2801) loss_cl: -0.2787 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [07:29:14.500144] Epoch: [302] [2040/2904] eta: 0:10:51 lr: 0.001759 loss: 0.1836 (0.1912) loss_rec_all: 0.2097 (0.2171) loss_rec_sfr: 0.2585 (0.2801) loss_cl: -0.2784 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [07:29:29.401991] Epoch: [302] [2060/2904] eta: 0:10:36 lr: 0.001759 loss: 0.1785 (0.1912) loss_rec_all: 0.2047 (0.2171) loss_rec_sfr: 0.2245 (0.2799) loss_cl: -0.2798 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [07:29:44.305054] Epoch: [302] [2080/2904] eta: 0:10:21 lr: 0.001759 loss: 0.1830 (0.1911) loss_rec_all: 0.2091 (0.2171) loss_rec_sfr: 0.2566 (0.2799) loss_cl: -0.2793 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [07:29:59.203525] Epoch: [302] [2100/2904] eta: 0:10:06 lr: 0.001759 loss: 0.1849 (0.1911) loss_rec_all: 0.2110 (0.2170) loss_rec_sfr: 0.2590 (0.2799) loss_cl: -0.2789 (-0.2788) time: 0.7449 data: 0.0002 max mem: 29860 [07:30:14.104491] Epoch: [302] [2120/2904] eta: 0:09:51 lr: 0.001759 loss: 0.1817 (0.1911) loss_rec_all: 0.2079 (0.2170) loss_rec_sfr: 0.2499 (0.2797) loss_cl: -0.2778 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [07:30:29.011969] Epoch: [302] [2140/2904] eta: 0:09:35 lr: 0.001759 loss: 0.1769 (0.1910) loss_rec_all: 0.2031 (0.2170) loss_rec_sfr: 0.2283 (0.2795) loss_cl: -0.2784 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [07:30:43.917828] Epoch: [302] [2160/2904] eta: 0:09:20 lr: 0.001759 loss: 0.1832 (0.1911) loss_rec_all: 0.2095 (0.2170) loss_rec_sfr: 0.2536 (0.2797) loss_cl: -0.2781 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [07:30:58.821699] Epoch: [302] [2180/2904] eta: 0:09:05 lr: 0.001759 loss: 0.1830 (0.1911) loss_rec_all: 0.2092 (0.2170) loss_rec_sfr: 0.2641 (0.2797) loss_cl: -0.2795 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [07:31:13.723144] Epoch: [302] [2200/2904] eta: 0:08:50 lr: 0.001759 loss: 0.1841 (0.1912) loss_rec_all: 0.2105 (0.2171) loss_rec_sfr: 0.2594 (0.2799) loss_cl: -0.2793 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [07:31:28.627471] Epoch: [302] [2220/2904] eta: 0:08:35 lr: 0.001759 loss: 0.1825 (0.1912) loss_rec_all: 0.2086 (0.2171) loss_rec_sfr: 0.2636 (0.2799) loss_cl: -0.2793 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [07:31:43.530617] Epoch: [302] [2240/2904] eta: 0:08:20 lr: 0.001759 loss: 0.1859 (0.1912) loss_rec_all: 0.2118 (0.2171) loss_rec_sfr: 0.2603 (0.2801) loss_cl: -0.2789 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [07:31:58.435435] Epoch: [302] [2260/2904] eta: 0:08:05 lr: 0.001759 loss: 0.1836 (0.1913) loss_rec_all: 0.2099 (0.2172) loss_rec_sfr: 0.2631 (0.2802) loss_cl: -0.2788 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [07:32:13.344523] Epoch: [302] [2280/2904] eta: 0:07:50 lr: 0.001759 loss: 0.1794 (0.1913) loss_rec_all: 0.2057 (0.2173) loss_rec_sfr: 0.2512 (0.2804) loss_cl: -0.2790 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [07:32:28.249817] Epoch: [302] [2300/2904] eta: 0:07:34 lr: 0.001759 loss: 0.1781 (0.1913) loss_rec_all: 0.2042 (0.2172) loss_rec_sfr: 0.2627 (0.2801) loss_cl: -0.2789 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [07:32:43.161226] Epoch: [302] [2320/2904] eta: 0:07:19 lr: 0.001759 loss: 0.1803 (0.1912) loss_rec_all: 0.2063 (0.2172) loss_rec_sfr: 0.2618 (0.2800) loss_cl: -0.2792 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [07:32:58.067506] Epoch: [302] [2340/2904] eta: 0:07:04 lr: 0.001759 loss: 0.1861 (0.1913) loss_rec_all: 0.2122 (0.2172) loss_rec_sfr: 0.2600 (0.2801) loss_cl: -0.2785 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [07:33:12.973726] Epoch: [302] [2360/2904] eta: 0:06:49 lr: 0.001759 loss: 0.1789 (0.1912) loss_rec_all: 0.2048 (0.2171) loss_rec_sfr: 0.2641 (0.2800) loss_cl: -0.2785 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [07:33:27.878626] Epoch: [302] [2380/2904] eta: 0:06:34 lr: 0.001759 loss: 0.1834 (0.1912) loss_rec_all: 0.2094 (0.2171) loss_rec_sfr: 0.2592 (0.2799) loss_cl: -0.2787 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [07:33:42.780376] Epoch: [302] [2400/2904] eta: 0:06:19 lr: 0.001759 loss: 0.1783 (0.1913) loss_rec_all: 0.2043 (0.2172) loss_rec_sfr: 0.2715 (0.2802) loss_cl: -0.2787 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [07:33:57.685785] Epoch: [302] [2420/2904] eta: 0:06:04 lr: 0.001759 loss: 0.1839 (0.1913) loss_rec_all: 0.2104 (0.2172) loss_rec_sfr: 0.2612 (0.2802) loss_cl: -0.2794 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [07:34:12.595775] Epoch: [302] [2440/2904] eta: 0:05:49 lr: 0.001759 loss: 0.1784 (0.1913) loss_rec_all: 0.2047 (0.2172) loss_rec_sfr: 0.2682 (0.2801) loss_cl: -0.2794 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [07:34:27.515942] Epoch: [302] [2460/2904] eta: 0:05:34 lr: 0.001759 loss: 0.1812 (0.1913) loss_rec_all: 0.2077 (0.2172) loss_rec_sfr: 0.2659 (0.2801) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [07:34:42.420562] Epoch: [302] [2480/2904] eta: 0:05:19 lr: 0.001759 loss: 0.1838 (0.1913) loss_rec_all: 0.2097 (0.2172) loss_rec_sfr: 0.2635 (0.2801) loss_cl: -0.2792 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [07:34:57.331313] Epoch: [302] [2500/2904] eta: 0:05:04 lr: 0.001759 loss: 0.1814 (0.1913) loss_rec_all: 0.2078 (0.2172) loss_rec_sfr: 0.2276 (0.2802) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [07:35:12.239462] Epoch: [302] [2520/2904] eta: 0:04:48 lr: 0.001759 loss: 0.1853 (0.1913) loss_rec_all: 0.2115 (0.2173) loss_rec_sfr: 0.2656 (0.2804) loss_cl: -0.2786 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [07:35:27.148546] Epoch: [302] [2540/2904] eta: 0:04:33 lr: 0.001759 loss: 0.1797 (0.1913) loss_rec_all: 0.2057 (0.2172) loss_rec_sfr: 0.2550 (0.2802) loss_cl: -0.2785 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [07:35:42.058320] Epoch: [302] [2560/2904] eta: 0:04:18 lr: 0.001759 loss: 0.1781 (0.1912) loss_rec_all: 0.2040 (0.2171) loss_rec_sfr: 0.2590 (0.2800) loss_cl: -0.2784 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [07:35:56.974013] Epoch: [302] [2580/2904] eta: 0:04:03 lr: 0.001758 loss: 0.1850 (0.1912) loss_rec_all: 0.2110 (0.2171) loss_rec_sfr: 0.2637 (0.2799) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [07:36:11.885487] Epoch: [302] [2600/2904] eta: 0:03:48 lr: 0.001758 loss: 0.1809 (0.1912) loss_rec_all: 0.2071 (0.2171) loss_rec_sfr: 0.2612 (0.2799) loss_cl: -0.2794 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [07:36:26.793712] Epoch: [302] [2620/2904] eta: 0:03:33 lr: 0.001758 loss: 0.1838 (0.1913) loss_rec_all: 0.2102 (0.2172) loss_rec_sfr: 0.2578 (0.2800) loss_cl: -0.2789 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [07:36:41.712352] Epoch: [302] [2640/2904] eta: 0:03:18 lr: 0.001758 loss: 0.1868 (0.1913) loss_rec_all: 0.2130 (0.2172) loss_rec_sfr: 0.2588 (0.2801) loss_cl: -0.2794 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [07:36:56.628741] Epoch: [302] [2660/2904] eta: 0:03:03 lr: 0.001758 loss: 0.1825 (0.1913) loss_rec_all: 0.2090 (0.2173) loss_rec_sfr: 0.2686 (0.2801) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [07:37:11.534610] Epoch: [302] [2680/2904] eta: 0:02:48 lr: 0.001758 loss: 0.1828 (0.1914) loss_rec_all: 0.2089 (0.2173) loss_rec_sfr: 0.2608 (0.2803) loss_cl: -0.2790 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [07:37:26.443958] Epoch: [302] [2700/2904] eta: 0:02:33 lr: 0.001758 loss: 0.1842 (0.1914) loss_rec_all: 0.2104 (0.2173) loss_rec_sfr: 0.2636 (0.2805) loss_cl: -0.2795 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [07:37:41.350588] Epoch: [302] [2720/2904] eta: 0:02:18 lr: 0.001758 loss: 0.1780 (0.1914) loss_rec_all: 0.2044 (0.2173) loss_rec_sfr: 0.2496 (0.2803) loss_cl: -0.2785 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [07:37:56.261548] Epoch: [302] [2740/2904] eta: 0:02:03 lr: 0.001758 loss: 0.1814 (0.1914) loss_rec_all: 0.2073 (0.2173) loss_rec_sfr: 0.2646 (0.2803) loss_cl: -0.2775 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [07:38:11.167330] Epoch: [302] [2760/2904] eta: 0:01:48 lr: 0.001758 loss: 0.1810 (0.1913) loss_rec_all: 0.2069 (0.2172) loss_rec_sfr: 0.2573 (0.2801) loss_cl: -0.2782 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [07:38:26.074715] Epoch: [302] [2780/2904] eta: 0:01:33 lr: 0.001758 loss: 0.1812 (0.1914) loss_rec_all: 0.2072 (0.2173) loss_rec_sfr: 0.2693 (0.2803) loss_cl: -0.2791 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [07:38:40.983774] Epoch: [302] [2800/2904] eta: 0:01:18 lr: 0.001758 loss: 0.1852 (0.1914) loss_rec_all: 0.2112 (0.2173) loss_rec_sfr: 0.2622 (0.2804) loss_cl: -0.2801 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [07:38:55.889498] Epoch: [302] [2820/2904] eta: 0:01:03 lr: 0.001758 loss: 0.1836 (0.1914) loss_rec_all: 0.2103 (0.2173) loss_rec_sfr: 0.2642 (0.2804) loss_cl: -0.2798 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [07:39:10.833896] Epoch: [302] [2840/2904] eta: 0:00:48 lr: 0.001758 loss: 0.1867 (0.1915) loss_rec_all: 0.2128 (0.2174) loss_rec_sfr: 0.2715 (0.2806) loss_cl: -0.2787 (-0.2788) time: 0.7472 data: 0.0026 max mem: 29860 [07:39:25.727404] Epoch: [302] [2860/2904] eta: 0:00:33 lr: 0.001758 loss: 0.1808 (0.1915) loss_rec_all: 0.2066 (0.2174) loss_rec_sfr: 0.2604 (0.2807) loss_cl: -0.2779 (-0.2788) time: 0.7446 data: 0.0001 max mem: 29860 [07:39:40.619748] Epoch: [302] [2880/2904] eta: 0:00:18 lr: 0.001758 loss: 0.1805 (0.1915) loss_rec_all: 0.2068 (0.2174) loss_rec_sfr: 0.2567 (0.2807) loss_cl: -0.2787 (-0.2788) time: 0.7446 data: 0.0001 max mem: 29860 [07:39:55.508766] Epoch: [302] [2900/2904] eta: 0:00:03 lr: 0.001758 loss: 0.1842 (0.1915) loss_rec_all: 0.2104 (0.2174) loss_rec_sfr: 0.2679 (0.2808) loss_cl: -0.2792 (-0.2788) time: 0.7444 data: 0.0001 max mem: 29860 [07:39:57.749217] Epoch: [302] [2903/2904] eta: 0:00:00 lr: 0.001758 loss: 0.1812 (0.1915) loss_rec_all: 0.2076 (0.2174) loss_rec_sfr: 0.2679 (0.2807) loss_cl: -0.2792 (-0.2788) time: 0.7444 data: 0.0001 max mem: 29860 [07:39:59.992227] Epoch: [302] Total time: 0:36:25 (0.7524 s / it) [07:39:59.998163] Averaged stats: lr: 0.001758 loss: 0.1812 (0.1939) loss_rec_all: 0.2076 (0.2175) loss_rec_sfr: 0.2679 (0.2813) loss_cl: -0.2792 (-0.2556) [07:40:00.002994] log_dir: ./checkpoint/VF2_ViT-B [07:40:18.906489] Epoch: [303] [ 0/2904] eta: 15:14:52 lr: 0.001758 loss: 0.1780 (0.1780) loss_rec_all: 0.2039 (0.2039) loss_rec_sfr: 0.2699 (0.2699) loss_cl: -0.2780 (-0.2780) time: 18.9025 data: 16.1011 max mem: 29860 [07:40:34.071176] Epoch: [303] [ 20/2904] eta: 1:17:58 lr: 0.001758 loss: 0.1837 (0.1928) loss_rec_all: 0.2101 (0.2187) loss_rec_sfr: 0.2559 (0.2828) loss_cl: -0.2788 (-0.2787) time: 0.7582 data: 0.0002 max mem: 29860 [07:40:48.943952] Epoch: [303] [ 40/2904] eta: 0:56:58 lr: 0.001758 loss: 0.1779 (0.1898) loss_rec_all: 0.2038 (0.2158) loss_rec_sfr: 0.2574 (0.2731) loss_cl: -0.2801 (-0.2793) time: 0.7436 data: 0.0002 max mem: 29860 [07:41:03.823098] Epoch: [303] [ 60/2904] eta: 0:49:35 lr: 0.001758 loss: 0.1798 (0.1894) loss_rec_all: 0.2060 (0.2154) loss_rec_sfr: 0.2566 (0.2720) loss_cl: -0.2794 (-0.2793) time: 0.7439 data: 0.0002 max mem: 29860 [07:41:18.712688] Epoch: [303] [ 80/2904] eta: 0:45:44 lr: 0.001758 loss: 0.1844 (0.1891) loss_rec_all: 0.2104 (0.2151) loss_rec_sfr: 0.2608 (0.2724) loss_cl: -0.2785 (-0.2790) time: 0.7444 data: 0.0002 max mem: 29860 [07:41:33.614159] Epoch: [303] [ 100/2904] eta: 0:43:18 lr: 0.001758 loss: 0.1784 (0.1891) loss_rec_all: 0.2043 (0.2151) loss_rec_sfr: 0.2630 (0.2745) loss_cl: -0.2785 (-0.2789) time: 0.7450 data: 0.0002 max mem: 29860 [07:41:48.553501] Epoch: [303] [ 120/2904] eta: 0:41:37 lr: 0.001758 loss: 0.1812 (0.1889) loss_rec_all: 0.2077 (0.2148) loss_rec_sfr: 0.2578 (0.2728) loss_cl: -0.2784 (-0.2789) time: 0.7469 data: 0.0002 max mem: 29860 [07:42:03.467094] Epoch: [303] [ 140/2904] eta: 0:40:20 lr: 0.001758 loss: 0.1775 (0.1880) loss_rec_all: 0.2037 (0.2140) loss_rec_sfr: 0.2518 (0.2706) loss_cl: -0.2790 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [07:42:18.374681] Epoch: [303] [ 160/2904] eta: 0:39:18 lr: 0.001758 loss: 0.1797 (0.1885) loss_rec_all: 0.2055 (0.2144) loss_rec_sfr: 0.2740 (0.2740) loss_cl: -0.2789 (-0.2789) time: 0.7453 data: 0.0003 max mem: 29860 [07:42:33.280357] Epoch: [303] [ 180/2904] eta: 0:38:26 lr: 0.001758 loss: 0.1796 (0.1886) loss_rec_all: 0.2061 (0.2146) loss_rec_sfr: 0.2564 (0.2733) loss_cl: -0.2794 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [07:42:48.187727] Epoch: [303] [ 200/2904] eta: 0:37:42 lr: 0.001758 loss: 0.1760 (0.1884) loss_rec_all: 0.2026 (0.2144) loss_rec_sfr: 0.2170 (0.2719) loss_cl: -0.2794 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [07:43:03.113213] Epoch: [303] [ 220/2904] eta: 0:37:03 lr: 0.001758 loss: 0.1806 (0.1894) loss_rec_all: 0.2064 (0.2153) loss_rec_sfr: 0.2684 (0.2760) loss_cl: -0.2782 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [07:43:18.032784] Epoch: [303] [ 240/2904] eta: 0:36:28 lr: 0.001758 loss: 0.1806 (0.1894) loss_rec_all: 0.2064 (0.2153) loss_rec_sfr: 0.2624 (0.2762) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [07:43:32.950420] Epoch: [303] [ 260/2904] eta: 0:35:57 lr: 0.001758 loss: 0.1806 (0.1892) loss_rec_all: 0.2065 (0.2151) loss_rec_sfr: 0.2616 (0.2753) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [07:43:47.860204] Epoch: [303] [ 280/2904] eta: 0:35:27 lr: 0.001758 loss: 0.1837 (0.1897) loss_rec_all: 0.2100 (0.2156) loss_rec_sfr: 0.2564 (0.2768) loss_cl: -0.2795 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [07:44:02.793330] Epoch: [303] [ 300/2904] eta: 0:35:00 lr: 0.001758 loss: 0.1801 (0.1899) loss_rec_all: 0.2060 (0.2159) loss_rec_sfr: 0.2646 (0.2778) loss_cl: -0.2791 (-0.2789) time: 0.7466 data: 0.0002 max mem: 29860 [07:44:17.698786] Epoch: [303] [ 320/2904] eta: 0:34:34 lr: 0.001758 loss: 0.1802 (0.1901) loss_rec_all: 0.2063 (0.2160) loss_rec_sfr: 0.2687 (0.2783) loss_cl: -0.2787 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [07:44:32.749819] Epoch: [303] [ 340/2904] eta: 0:34:10 lr: 0.001757 loss: 0.1774 (0.1903) loss_rec_all: 0.2038 (0.2162) loss_rec_sfr: 0.2611 (0.2785) loss_cl: -0.2780 (-0.2788) time: 0.7525 data: 0.0002 max mem: 29860 [07:44:47.653342] Epoch: [303] [ 360/2904] eta: 0:33:46 lr: 0.001757 loss: 0.1815 (0.1900) loss_rec_all: 0.2075 (0.2159) loss_rec_sfr: 0.2530 (0.2775) loss_cl: -0.2783 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [07:45:02.576491] Epoch: [303] [ 380/2904] eta: 0:33:24 lr: 0.001757 loss: 0.1788 (0.1902) loss_rec_all: 0.2051 (0.2162) loss_rec_sfr: 0.2650 (0.2785) loss_cl: -0.2790 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [07:45:17.479560] Epoch: [303] [ 400/2904] eta: 0:33:02 lr: 0.001757 loss: 0.1812 (0.1903) loss_rec_all: 0.2074 (0.2162) loss_rec_sfr: 0.2620 (0.2787) loss_cl: -0.2789 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [07:45:32.386746] Epoch: [303] [ 420/2904] eta: 0:32:41 lr: 0.001757 loss: 0.1791 (0.1901) loss_rec_all: 0.2055 (0.2160) loss_rec_sfr: 0.2228 (0.2772) loss_cl: -0.2788 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [07:45:47.294722] Epoch: [303] [ 440/2904] eta: 0:32:20 lr: 0.001757 loss: 0.1775 (0.1899) loss_rec_all: 0.2038 (0.2158) loss_rec_sfr: 0.2674 (0.2770) loss_cl: -0.2794 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [07:46:02.202955] Epoch: [303] [ 460/2904] eta: 0:32:00 lr: 0.001757 loss: 0.1827 (0.1902) loss_rec_all: 0.2094 (0.2161) loss_rec_sfr: 0.2606 (0.2777) loss_cl: -0.2789 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [07:46:17.116226] Epoch: [303] [ 480/2904] eta: 0:31:40 lr: 0.001757 loss: 0.1789 (0.1903) loss_rec_all: 0.2051 (0.2162) loss_rec_sfr: 0.2605 (0.2785) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [07:46:32.030682] Epoch: [303] [ 500/2904] eta: 0:31:21 lr: 0.001757 loss: 0.1855 (0.1904) loss_rec_all: 0.2117 (0.2163) loss_rec_sfr: 0.2585 (0.2787) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [07:46:46.948234] Epoch: [303] [ 520/2904] eta: 0:31:02 lr: 0.001757 loss: 0.1806 (0.1904) loss_rec_all: 0.2072 (0.2163) loss_rec_sfr: 0.2621 (0.2784) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [07:47:01.889065] Epoch: [303] [ 540/2904] eta: 0:30:43 lr: 0.001757 loss: 0.1828 (0.1906) loss_rec_all: 0.2092 (0.2165) loss_rec_sfr: 0.2723 (0.2791) loss_cl: -0.2793 (-0.2788) time: 0.7470 data: 0.0002 max mem: 29860 [07:47:16.806409] Epoch: [303] [ 560/2904] eta: 0:30:24 lr: 0.001757 loss: 0.1769 (0.1902) loss_rec_all: 0.2031 (0.2161) loss_rec_sfr: 0.2662 (0.2782) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [07:47:31.736948] Epoch: [303] [ 580/2904] eta: 0:30:06 lr: 0.001757 loss: 0.1807 (0.1904) loss_rec_all: 0.2066 (0.2163) loss_rec_sfr: 0.2663 (0.2786) loss_cl: -0.2777 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [07:47:46.661787] Epoch: [303] [ 600/2904] eta: 0:29:48 lr: 0.001757 loss: 0.1815 (0.1900) loss_rec_all: 0.2076 (0.2160) loss_rec_sfr: 0.2529 (0.2773) loss_cl: -0.2792 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [07:48:01.585544] Epoch: [303] [ 620/2904] eta: 0:29:31 lr: 0.001757 loss: 0.1797 (0.1901) loss_rec_all: 0.2057 (0.2160) loss_rec_sfr: 0.2555 (0.2777) loss_cl: -0.2797 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [07:48:16.509537] Epoch: [303] [ 640/2904] eta: 0:29:13 lr: 0.001757 loss: 0.1759 (0.1900) loss_rec_all: 0.2023 (0.2159) loss_rec_sfr: 0.2223 (0.2773) loss_cl: -0.2790 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [07:48:31.430472] Epoch: [303] [ 660/2904] eta: 0:28:56 lr: 0.001757 loss: 0.1834 (0.1900) loss_rec_all: 0.2093 (0.2160) loss_rec_sfr: 0.2548 (0.2770) loss_cl: -0.2784 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [07:48:46.350380] Epoch: [303] [ 680/2904] eta: 0:28:38 lr: 0.001757 loss: 0.1809 (0.1902) loss_rec_all: 0.2068 (0.2161) loss_rec_sfr: 0.2640 (0.2777) loss_cl: -0.2784 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [07:49:01.267533] Epoch: [303] [ 700/2904] eta: 0:28:21 lr: 0.001757 loss: 0.1799 (0.1901) loss_rec_all: 0.2059 (0.2161) loss_rec_sfr: 0.2679 (0.2773) loss_cl: -0.2793 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [07:49:16.187360] Epoch: [303] [ 720/2904] eta: 0:28:04 lr: 0.001757 loss: 0.1787 (0.1901) loss_rec_all: 0.2046 (0.2161) loss_rec_sfr: 0.2619 (0.2774) loss_cl: -0.2783 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [07:49:31.116752] Epoch: [303] [ 740/2904] eta: 0:27:47 lr: 0.001757 loss: 0.1824 (0.1900) loss_rec_all: 0.2083 (0.2160) loss_rec_sfr: 0.2600 (0.2769) loss_cl: -0.2787 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [07:49:46.037249] Epoch: [303] [ 760/2904] eta: 0:27:30 lr: 0.001757 loss: 0.1788 (0.1900) loss_rec_all: 0.2053 (0.2160) loss_rec_sfr: 0.2600 (0.2770) loss_cl: -0.2797 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [07:50:00.956106] Epoch: [303] [ 780/2904] eta: 0:27:14 lr: 0.001757 loss: 0.1802 (0.1898) loss_rec_all: 0.2064 (0.2158) loss_rec_sfr: 0.2558 (0.2764) loss_cl: -0.2794 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [07:50:15.847104] Epoch: [303] [ 800/2904] eta: 0:26:57 lr: 0.001757 loss: 0.1805 (0.1900) loss_rec_all: 0.2063 (0.2159) loss_rec_sfr: 0.2669 (0.2769) loss_cl: -0.2786 (-0.2788) time: 0.7445 data: 0.0004 max mem: 29860 [07:50:30.763305] Epoch: [303] [ 820/2904] eta: 0:26:41 lr: 0.001757 loss: 0.1832 (0.1900) loss_rec_all: 0.2095 (0.2159) loss_rec_sfr: 0.2575 (0.2769) loss_cl: -0.2782 (-0.2788) time: 0.7458 data: 0.0004 max mem: 29860 [07:50:45.677162] Epoch: [303] [ 840/2904] eta: 0:26:24 lr: 0.001757 loss: 0.1767 (0.1899) loss_rec_all: 0.2028 (0.2158) loss_rec_sfr: 0.2545 (0.2766) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [07:51:00.593800] Epoch: [303] [ 860/2904] eta: 0:26:08 lr: 0.001757 loss: 0.1802 (0.1899) loss_rec_all: 0.2063 (0.2159) loss_rec_sfr: 0.2660 (0.2768) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [07:51:15.521779] Epoch: [303] [ 880/2904] eta: 0:25:51 lr: 0.001757 loss: 0.1799 (0.1900) loss_rec_all: 0.2062 (0.2160) loss_rec_sfr: 0.2648 (0.2771) loss_cl: -0.2786 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [07:51:30.449351] Epoch: [303] [ 900/2904] eta: 0:25:35 lr: 0.001757 loss: 0.1858 (0.1902) loss_rec_all: 0.2119 (0.2161) loss_rec_sfr: 0.2600 (0.2775) loss_cl: -0.2790 (-0.2788) time: 0.7463 data: 0.0003 max mem: 29860 [07:51:45.376929] Epoch: [303] [ 920/2904] eta: 0:25:19 lr: 0.001757 loss: 0.1819 (0.1901) loss_rec_all: 0.2081 (0.2160) loss_rec_sfr: 0.2609 (0.2770) loss_cl: -0.2798 (-0.2788) time: 0.7463 data: 0.0003 max mem: 29860 [07:52:00.303507] Epoch: [303] [ 940/2904] eta: 0:25:03 lr: 0.001757 loss: 0.1789 (0.1900) loss_rec_all: 0.2052 (0.2159) loss_rec_sfr: 0.2596 (0.2767) loss_cl: -0.2788 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [07:52:15.231779] Epoch: [303] [ 960/2904] eta: 0:24:47 lr: 0.001757 loss: 0.1840 (0.1900) loss_rec_all: 0.2103 (0.2160) loss_rec_sfr: 0.2647 (0.2769) loss_cl: -0.2789 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [07:52:30.155088] Epoch: [303] [ 980/2904] eta: 0:24:31 lr: 0.001757 loss: 0.1796 (0.1899) loss_rec_all: 0.2057 (0.2159) loss_rec_sfr: 0.2591 (0.2764) loss_cl: -0.2783 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [07:52:45.079299] Epoch: [303] [1000/2904] eta: 0:24:15 lr: 0.001756 loss: 0.1830 (0.1901) loss_rec_all: 0.2089 (0.2161) loss_rec_sfr: 0.2728 (0.2772) loss_cl: -0.2784 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [07:53:00.009221] Epoch: [303] [1020/2904] eta: 0:23:59 lr: 0.001756 loss: 0.1824 (0.1901) loss_rec_all: 0.2085 (0.2161) loss_rec_sfr: 0.2680 (0.2772) loss_cl: -0.2792 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [07:53:14.934589] Epoch: [303] [1040/2904] eta: 0:23:43 lr: 0.001756 loss: 0.1818 (0.1902) loss_rec_all: 0.2082 (0.2161) loss_rec_sfr: 0.2279 (0.2772) loss_cl: -0.2793 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [07:53:29.846279] Epoch: [303] [1060/2904] eta: 0:23:27 lr: 0.001756 loss: 0.1822 (0.1902) loss_rec_all: 0.2083 (0.2161) loss_rec_sfr: 0.2463 (0.2769) loss_cl: -0.2792 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [07:53:44.762390] Epoch: [303] [1080/2904] eta: 0:23:11 lr: 0.001756 loss: 0.1807 (0.1901) loss_rec_all: 0.2066 (0.2160) loss_rec_sfr: 0.2570 (0.2768) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [07:53:59.687234] Epoch: [303] [1100/2904] eta: 0:22:55 lr: 0.001756 loss: 0.1781 (0.1900) loss_rec_all: 0.2042 (0.2160) loss_rec_sfr: 0.2616 (0.2767) loss_cl: -0.2795 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [07:54:14.619425] Epoch: [303] [1120/2904] eta: 0:22:39 lr: 0.001756 loss: 0.1792 (0.1899) loss_rec_all: 0.2055 (0.2158) loss_rec_sfr: 0.2243 (0.2760) loss_cl: -0.2786 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [07:54:29.551045] Epoch: [303] [1140/2904] eta: 0:22:24 lr: 0.001756 loss: 0.1785 (0.1898) loss_rec_all: 0.2049 (0.2157) loss_rec_sfr: 0.2531 (0.2758) loss_cl: -0.2795 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [07:54:44.487630] Epoch: [303] [1160/2904] eta: 0:22:08 lr: 0.001756 loss: 0.1800 (0.1899) loss_rec_all: 0.2057 (0.2158) loss_rec_sfr: 0.2643 (0.2762) loss_cl: -0.2784 (-0.2788) time: 0.7468 data: 0.0003 max mem: 29860 [07:54:59.408916] Epoch: [303] [1180/2904] eta: 0:21:52 lr: 0.001756 loss: 0.1843 (0.1900) loss_rec_all: 0.2107 (0.2159) loss_rec_sfr: 0.2664 (0.2765) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [07:55:14.333312] Epoch: [303] [1200/2904] eta: 0:21:37 lr: 0.001756 loss: 0.1818 (0.1899) loss_rec_all: 0.2077 (0.2159) loss_rec_sfr: 0.2553 (0.2764) loss_cl: -0.2791 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [07:55:29.258138] Epoch: [303] [1220/2904] eta: 0:21:21 lr: 0.001756 loss: 0.1829 (0.1899) loss_rec_all: 0.2091 (0.2159) loss_rec_sfr: 0.2524 (0.2763) loss_cl: -0.2786 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [07:55:44.173558] Epoch: [303] [1240/2904] eta: 0:21:05 lr: 0.001756 loss: 0.1803 (0.1899) loss_rec_all: 0.2068 (0.2158) loss_rec_sfr: 0.2648 (0.2762) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [07:55:59.092505] Epoch: [303] [1260/2904] eta: 0:20:50 lr: 0.001756 loss: 0.1845 (0.1899) loss_rec_all: 0.2105 (0.2159) loss_rec_sfr: 0.2623 (0.2765) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [07:56:14.013964] Epoch: [303] [1280/2904] eta: 0:20:34 lr: 0.001756 loss: 0.1832 (0.1901) loss_rec_all: 0.2095 (0.2160) loss_rec_sfr: 0.2642 (0.2770) loss_cl: -0.2791 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [07:56:28.929884] Epoch: [303] [1300/2904] eta: 0:20:19 lr: 0.001756 loss: 0.1816 (0.1902) loss_rec_all: 0.2078 (0.2161) loss_rec_sfr: 0.2330 (0.2772) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [07:56:43.856682] Epoch: [303] [1320/2904] eta: 0:20:03 lr: 0.001756 loss: 0.1786 (0.1901) loss_rec_all: 0.2050 (0.2160) loss_rec_sfr: 0.2544 (0.2766) loss_cl: -0.2795 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [07:56:58.788204] Epoch: [303] [1340/2904] eta: 0:19:48 lr: 0.001756 loss: 0.1851 (0.1900) loss_rec_all: 0.2112 (0.2160) loss_rec_sfr: 0.2581 (0.2764) loss_cl: -0.2793 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [07:57:13.712896] Epoch: [303] [1360/2904] eta: 0:19:32 lr: 0.001756 loss: 0.1812 (0.1899) loss_rec_all: 0.2073 (0.2159) loss_rec_sfr: 0.2513 (0.2761) loss_cl: -0.2788 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [07:57:28.640250] Epoch: [303] [1380/2904] eta: 0:19:17 lr: 0.001756 loss: 0.1868 (0.1901) loss_rec_all: 0.2130 (0.2160) loss_rec_sfr: 0.2598 (0.2765) loss_cl: -0.2787 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [07:57:43.561021] Epoch: [303] [1400/2904] eta: 0:19:01 lr: 0.001756 loss: 0.1827 (0.1902) loss_rec_all: 0.2086 (0.2161) loss_rec_sfr: 0.2581 (0.2768) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [07:57:58.485560] Epoch: [303] [1420/2904] eta: 0:18:46 lr: 0.001756 loss: 0.1798 (0.1901) loss_rec_all: 0.2057 (0.2161) loss_rec_sfr: 0.2627 (0.2769) loss_cl: -0.2784 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [07:58:13.410485] Epoch: [303] [1440/2904] eta: 0:18:30 lr: 0.001756 loss: 0.1848 (0.1902) loss_rec_all: 0.2106 (0.2161) loss_rec_sfr: 0.2672 (0.2771) loss_cl: -0.2787 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [07:58:28.339170] Epoch: [303] [1460/2904] eta: 0:18:15 lr: 0.001756 loss: 0.1805 (0.1902) loss_rec_all: 0.2063 (0.2161) loss_rec_sfr: 0.2658 (0.2771) loss_cl: -0.2784 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [07:58:43.266376] Epoch: [303] [1480/2904] eta: 0:17:59 lr: 0.001756 loss: 0.1816 (0.1902) loss_rec_all: 0.2078 (0.2161) loss_rec_sfr: 0.2610 (0.2771) loss_cl: -0.2793 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [07:58:58.186788] Epoch: [303] [1500/2904] eta: 0:17:44 lr: 0.001756 loss: 0.1797 (0.1902) loss_rec_all: 0.2055 (0.2161) loss_rec_sfr: 0.2633 (0.2772) loss_cl: -0.2793 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [07:59:13.106218] Epoch: [303] [1520/2904] eta: 0:17:29 lr: 0.001756 loss: 0.1836 (0.1902) loss_rec_all: 0.2102 (0.2162) loss_rec_sfr: 0.2580 (0.2772) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [07:59:28.022690] Epoch: [303] [1540/2904] eta: 0:17:13 lr: 0.001756 loss: 0.1818 (0.1902) loss_rec_all: 0.2080 (0.2162) loss_rec_sfr: 0.2593 (0.2772) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [07:59:42.940097] Epoch: [303] [1560/2904] eta: 0:16:58 lr: 0.001756 loss: 0.1812 (0.1902) loss_rec_all: 0.2071 (0.2161) loss_rec_sfr: 0.2549 (0.2768) loss_cl: -0.2796 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [07:59:57.854145] Epoch: [303] [1580/2904] eta: 0:16:43 lr: 0.001756 loss: 0.1810 (0.1902) loss_rec_all: 0.2069 (0.2161) loss_rec_sfr: 0.2684 (0.2768) loss_cl: -0.2783 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [08:00:12.780979] Epoch: [303] [1600/2904] eta: 0:16:27 lr: 0.001756 loss: 0.1810 (0.1902) loss_rec_all: 0.2067 (0.2162) loss_rec_sfr: 0.2587 (0.2770) loss_cl: -0.2777 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [08:00:27.708768] Epoch: [303] [1620/2904] eta: 0:16:12 lr: 0.001756 loss: 0.1859 (0.1904) loss_rec_all: 0.2120 (0.2163) loss_rec_sfr: 0.2643 (0.2775) loss_cl: -0.2785 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [08:00:42.634696] Epoch: [303] [1640/2904] eta: 0:15:57 lr: 0.001756 loss: 0.1796 (0.1904) loss_rec_all: 0.2060 (0.2164) loss_rec_sfr: 0.2353 (0.2774) loss_cl: -0.2793 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [08:00:57.553232] Epoch: [303] [1660/2904] eta: 0:15:41 lr: 0.001755 loss: 0.1829 (0.1905) loss_rec_all: 0.2090 (0.2165) loss_rec_sfr: 0.2704 (0.2778) loss_cl: -0.2795 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [08:01:12.471968] Epoch: [303] [1680/2904] eta: 0:15:26 lr: 0.001755 loss: 0.1875 (0.1907) loss_rec_all: 0.2137 (0.2166) loss_rec_sfr: 0.2713 (0.2783) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [08:01:27.387831] Epoch: [303] [1700/2904] eta: 0:15:11 lr: 0.001755 loss: 0.1799 (0.1907) loss_rec_all: 0.2059 (0.2166) loss_rec_sfr: 0.2629 (0.2783) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [08:01:42.306411] Epoch: [303] [1720/2904] eta: 0:14:55 lr: 0.001755 loss: 0.1791 (0.1907) loss_rec_all: 0.2059 (0.2167) loss_rec_sfr: 0.2585 (0.2784) loss_cl: -0.2780 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [08:01:57.220664] Epoch: [303] [1740/2904] eta: 0:14:40 lr: 0.001755 loss: 0.1799 (0.1907) loss_rec_all: 0.2064 (0.2166) loss_rec_sfr: 0.2565 (0.2782) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [08:02:12.131692] Epoch: [303] [1760/2904] eta: 0:14:25 lr: 0.001755 loss: 0.1830 (0.1908) loss_rec_all: 0.2091 (0.2167) loss_rec_sfr: 0.2686 (0.2786) loss_cl: -0.2796 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [08:02:27.046681] Epoch: [303] [1780/2904] eta: 0:14:10 lr: 0.001755 loss: 0.1793 (0.1907) loss_rec_all: 0.2054 (0.2167) loss_rec_sfr: 0.2688 (0.2785) loss_cl: -0.2794 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [08:02:41.968434] Epoch: [303] [1800/2904] eta: 0:13:54 lr: 0.001755 loss: 0.1789 (0.1906) loss_rec_all: 0.2049 (0.2166) loss_rec_sfr: 0.2513 (0.2782) loss_cl: -0.2793 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [08:02:56.881824] Epoch: [303] [1820/2904] eta: 0:13:39 lr: 0.001755 loss: 0.1903 (0.1908) loss_rec_all: 0.2161 (0.2167) loss_rec_sfr: 0.2737 (0.2787) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [08:03:11.798072] Epoch: [303] [1840/2904] eta: 0:13:24 lr: 0.001755 loss: 0.1812 (0.1908) loss_rec_all: 0.2071 (0.2167) loss_rec_sfr: 0.2640 (0.2787) loss_cl: -0.2780 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [08:03:26.712869] Epoch: [303] [1860/2904] eta: 0:13:09 lr: 0.001755 loss: 0.1818 (0.1909) loss_rec_all: 0.2077 (0.2168) loss_rec_sfr: 0.2743 (0.2792) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [08:03:41.629552] Epoch: [303] [1880/2904] eta: 0:12:53 lr: 0.001755 loss: 0.1830 (0.1910) loss_rec_all: 0.2088 (0.2169) loss_rec_sfr: 0.2779 (0.2797) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [08:03:56.545281] Epoch: [303] [1900/2904] eta: 0:12:38 lr: 0.001755 loss: 0.1838 (0.1909) loss_rec_all: 0.2098 (0.2169) loss_rec_sfr: 0.2631 (0.2795) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [08:04:11.463530] Epoch: [303] [1920/2904] eta: 0:12:23 lr: 0.001755 loss: 0.1850 (0.1910) loss_rec_all: 0.2112 (0.2169) loss_rec_sfr: 0.2595 (0.2795) loss_cl: -0.2794 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [08:04:26.384998] Epoch: [303] [1940/2904] eta: 0:12:08 lr: 0.001755 loss: 0.1805 (0.1910) loss_rec_all: 0.2065 (0.2169) loss_rec_sfr: 0.2606 (0.2795) loss_cl: -0.2796 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [08:04:41.301741] Epoch: [303] [1960/2904] eta: 0:11:53 lr: 0.001755 loss: 0.1811 (0.1910) loss_rec_all: 0.2068 (0.2169) loss_rec_sfr: 0.2739 (0.2796) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [08:04:56.217554] Epoch: [303] [1980/2904] eta: 0:11:37 lr: 0.001755 loss: 0.1839 (0.1910) loss_rec_all: 0.2097 (0.2169) loss_rec_sfr: 0.2608 (0.2797) loss_cl: -0.2784 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [08:05:11.134890] Epoch: [303] [2000/2904] eta: 0:11:22 lr: 0.001755 loss: 0.1789 (0.1909) loss_rec_all: 0.2048 (0.2168) loss_rec_sfr: 0.2616 (0.2794) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [08:05:26.065915] Epoch: [303] [2020/2904] eta: 0:11:07 lr: 0.001755 loss: 0.1827 (0.1910) loss_rec_all: 0.2089 (0.2169) loss_rec_sfr: 0.2731 (0.2797) loss_cl: -0.2797 (-0.2788) time: 0.7465 data: 0.0003 max mem: 29860 [08:05:40.998865] Epoch: [303] [2040/2904] eta: 0:10:52 lr: 0.001755 loss: 0.1841 (0.1910) loss_rec_all: 0.2102 (0.2170) loss_rec_sfr: 0.2632 (0.2800) loss_cl: -0.2787 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [08:05:55.916718] Epoch: [303] [2060/2904] eta: 0:10:37 lr: 0.001755 loss: 0.1810 (0.1911) loss_rec_all: 0.2072 (0.2170) loss_rec_sfr: 0.2642 (0.2802) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [08:06:10.845641] Epoch: [303] [2080/2904] eta: 0:10:21 lr: 0.001755 loss: 0.1804 (0.1911) loss_rec_all: 0.2061 (0.2170) loss_rec_sfr: 0.2697 (0.2803) loss_cl: -0.2783 (-0.2788) time: 0.7464 data: 0.0003 max mem: 29860 [08:06:25.780425] Epoch: [303] [2100/2904] eta: 0:10:06 lr: 0.001755 loss: 0.1823 (0.1912) loss_rec_all: 0.2083 (0.2171) loss_rec_sfr: 0.2670 (0.2806) loss_cl: -0.2782 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [08:06:40.714376] Epoch: [303] [2120/2904] eta: 0:09:51 lr: 0.001755 loss: 0.1765 (0.1911) loss_rec_all: 0.2029 (0.2170) loss_rec_sfr: 0.2524 (0.2803) loss_cl: -0.2790 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [08:06:55.646349] Epoch: [303] [2140/2904] eta: 0:09:36 lr: 0.001755 loss: 0.1802 (0.1912) loss_rec_all: 0.2067 (0.2171) loss_rec_sfr: 0.2665 (0.2806) loss_cl: -0.2796 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [08:07:10.585670] Epoch: [303] [2160/2904] eta: 0:09:21 lr: 0.001755 loss: 0.1807 (0.1913) loss_rec_all: 0.2065 (0.2172) loss_rec_sfr: 0.2620 (0.2809) loss_cl: -0.2791 (-0.2788) time: 0.7469 data: 0.0002 max mem: 29860 [08:07:25.516717] Epoch: [303] [2180/2904] eta: 0:09:06 lr: 0.001755 loss: 0.1788 (0.1912) loss_rec_all: 0.2047 (0.2172) loss_rec_sfr: 0.2275 (0.2807) loss_cl: -0.2787 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [08:07:40.440453] Epoch: [303] [2200/2904] eta: 0:08:51 lr: 0.001755 loss: 0.1832 (0.1912) loss_rec_all: 0.2097 (0.2171) loss_rec_sfr: 0.2604 (0.2807) loss_cl: -0.2784 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [08:07:55.353461] Epoch: [303] [2220/2904] eta: 0:08:35 lr: 0.001755 loss: 0.1816 (0.1913) loss_rec_all: 0.2075 (0.2172) loss_rec_sfr: 0.2759 (0.2810) loss_cl: -0.2775 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [08:08:10.267174] Epoch: [303] [2240/2904] eta: 0:08:20 lr: 0.001755 loss: 0.1803 (0.1914) loss_rec_all: 0.2065 (0.2173) loss_rec_sfr: 0.2642 (0.2812) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [08:08:25.183850] Epoch: [303] [2260/2904] eta: 0:08:05 lr: 0.001755 loss: 0.1843 (0.1914) loss_rec_all: 0.2102 (0.2173) loss_rec_sfr: 0.2698 (0.2813) loss_cl: -0.2797 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [08:08:40.096071] Epoch: [303] [2280/2904] eta: 0:07:50 lr: 0.001755 loss: 0.1842 (0.1914) loss_rec_all: 0.2101 (0.2173) loss_rec_sfr: 0.2652 (0.2814) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [08:08:55.008923] Epoch: [303] [2300/2904] eta: 0:07:35 lr: 0.001755 loss: 0.1864 (0.1914) loss_rec_all: 0.2126 (0.2173) loss_rec_sfr: 0.2614 (0.2814) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [08:09:09.914204] Epoch: [303] [2320/2904] eta: 0:07:20 lr: 0.001754 loss: 0.1826 (0.1914) loss_rec_all: 0.2086 (0.2173) loss_rec_sfr: 0.2629 (0.2813) loss_cl: -0.2795 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [08:09:24.823883] Epoch: [303] [2340/2904] eta: 0:07:05 lr: 0.001754 loss: 0.1790 (0.1913) loss_rec_all: 0.2051 (0.2172) loss_rec_sfr: 0.2580 (0.2812) loss_cl: -0.2794 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [08:09:39.733220] Epoch: [303] [2360/2904] eta: 0:06:50 lr: 0.001754 loss: 0.1799 (0.1913) loss_rec_all: 0.2063 (0.2172) loss_rec_sfr: 0.2294 (0.2810) loss_cl: -0.2787 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [08:09:54.637704] Epoch: [303] [2380/2904] eta: 0:06:34 lr: 0.001754 loss: 0.1852 (0.1913) loss_rec_all: 0.2111 (0.2172) loss_rec_sfr: 0.2656 (0.2811) loss_cl: -0.2792 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [08:10:09.543387] Epoch: [303] [2400/2904] eta: 0:06:19 lr: 0.001754 loss: 0.1804 (0.1914) loss_rec_all: 0.2063 (0.2173) loss_rec_sfr: 0.2633 (0.2812) loss_cl: -0.2793 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [08:10:24.448443] Epoch: [303] [2420/2904] eta: 0:06:04 lr: 0.001754 loss: 0.1855 (0.1914) loss_rec_all: 0.2114 (0.2173) loss_rec_sfr: 0.2690 (0.2814) loss_cl: -0.2794 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [08:10:39.353325] Epoch: [303] [2440/2904] eta: 0:05:49 lr: 0.001754 loss: 0.1800 (0.1914) loss_rec_all: 0.2064 (0.2173) loss_rec_sfr: 0.2655 (0.2814) loss_cl: -0.2791 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [08:10:54.263700] Epoch: [303] [2460/2904] eta: 0:05:34 lr: 0.001754 loss: 0.1803 (0.1913) loss_rec_all: 0.2065 (0.2172) loss_rec_sfr: 0.2306 (0.2810) loss_cl: -0.2783 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [08:11:09.168047] Epoch: [303] [2480/2904] eta: 0:05:19 lr: 0.001754 loss: 0.1779 (0.1912) loss_rec_all: 0.2040 (0.2172) loss_rec_sfr: 0.2644 (0.2809) loss_cl: -0.2789 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [08:11:24.078404] Epoch: [303] [2500/2904] eta: 0:05:04 lr: 0.001754 loss: 0.1943 (0.1914) loss_rec_all: 0.2204 (0.2173) loss_rec_sfr: 0.2776 (0.2814) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [08:11:38.984285] Epoch: [303] [2520/2904] eta: 0:04:49 lr: 0.001754 loss: 0.1781 (0.1913) loss_rec_all: 0.2042 (0.2172) loss_rec_sfr: 0.2552 (0.2812) loss_cl: -0.2790 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [08:11:53.884723] Epoch: [303] [2540/2904] eta: 0:04:34 lr: 0.001754 loss: 0.1847 (0.1914) loss_rec_all: 0.2112 (0.2173) loss_rec_sfr: 0.2639 (0.2812) loss_cl: -0.2785 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [08:12:08.791016] Epoch: [303] [2560/2904] eta: 0:04:19 lr: 0.001754 loss: 0.1814 (0.1913) loss_rec_all: 0.2078 (0.2172) loss_rec_sfr: 0.2542 (0.2810) loss_cl: -0.2787 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [08:12:23.698444] Epoch: [303] [2580/2904] eta: 0:04:03 lr: 0.001754 loss: 0.1791 (0.1913) loss_rec_all: 0.2056 (0.2172) loss_rec_sfr: 0.2572 (0.2810) loss_cl: -0.2787 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [08:12:38.601189] Epoch: [303] [2600/2904] eta: 0:03:48 lr: 0.001754 loss: 0.1825 (0.1913) loss_rec_all: 0.2088 (0.2172) loss_rec_sfr: 0.2515 (0.2809) loss_cl: -0.2786 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [08:12:53.497574] Epoch: [303] [2620/2904] eta: 0:03:33 lr: 0.001754 loss: 0.1831 (0.1913) loss_rec_all: 0.2091 (0.2172) loss_rec_sfr: 0.2624 (0.2809) loss_cl: -0.2792 (-0.2788) time: 0.7448 data: 0.0002 max mem: 29860 [08:13:08.398100] Epoch: [303] [2640/2904] eta: 0:03:18 lr: 0.001754 loss: 0.1792 (0.1913) loss_rec_all: 0.2053 (0.2172) loss_rec_sfr: 0.2553 (0.2808) loss_cl: -0.2798 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [08:13:23.298812] Epoch: [303] [2660/2904] eta: 0:03:03 lr: 0.001754 loss: 0.1809 (0.1913) loss_rec_all: 0.2071 (0.2172) loss_rec_sfr: 0.2599 (0.2809) loss_cl: -0.2794 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [08:13:38.204974] Epoch: [303] [2680/2904] eta: 0:02:48 lr: 0.001754 loss: 0.1798 (0.1912) loss_rec_all: 0.2057 (0.2172) loss_rec_sfr: 0.2621 (0.2807) loss_cl: -0.2786 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [08:13:53.109238] Epoch: [303] [2700/2904] eta: 0:02:33 lr: 0.001754 loss: 0.1782 (0.1912) loss_rec_all: 0.2048 (0.2171) loss_rec_sfr: 0.2304 (0.2804) loss_cl: -0.2791 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [08:14:08.011967] Epoch: [303] [2720/2904] eta: 0:02:18 lr: 0.001754 loss: 0.1809 (0.1911) loss_rec_all: 0.2072 (0.2171) loss_rec_sfr: 0.2614 (0.2803) loss_cl: -0.2783 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [08:14:22.912445] Epoch: [303] [2740/2904] eta: 0:02:03 lr: 0.001754 loss: 0.1793 (0.1911) loss_rec_all: 0.2054 (0.2170) loss_rec_sfr: 0.2638 (0.2803) loss_cl: -0.2787 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [08:14:37.811445] Epoch: [303] [2760/2904] eta: 0:01:48 lr: 0.001754 loss: 0.1854 (0.1912) loss_rec_all: 0.2116 (0.2171) loss_rec_sfr: 0.2572 (0.2804) loss_cl: -0.2786 (-0.2788) time: 0.7449 data: 0.0002 max mem: 29860 [08:14:52.719469] Epoch: [303] [2780/2904] eta: 0:01:33 lr: 0.001754 loss: 0.1838 (0.1912) loss_rec_all: 0.2099 (0.2172) loss_rec_sfr: 0.2702 (0.2806) loss_cl: -0.2790 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [08:15:07.626965] Epoch: [303] [2800/2904] eta: 0:01:18 lr: 0.001754 loss: 0.1793 (0.1912) loss_rec_all: 0.2056 (0.2172) loss_rec_sfr: 0.2682 (0.2806) loss_cl: -0.2791 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [08:15:22.532309] Epoch: [303] [2820/2904] eta: 0:01:03 lr: 0.001754 loss: 0.1776 (0.1912) loss_rec_all: 0.2036 (0.2171) loss_rec_sfr: 0.2576 (0.2805) loss_cl: -0.2787 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [08:15:37.473066] Epoch: [303] [2840/2904] eta: 0:00:48 lr: 0.001754 loss: 0.1808 (0.1912) loss_rec_all: 0.2066 (0.2171) loss_rec_sfr: 0.2640 (0.2805) loss_cl: -0.2779 (-0.2788) time: 0.7470 data: 0.0023 max mem: 29860 [08:15:52.365781] Epoch: [303] [2860/2904] eta: 0:00:33 lr: 0.001754 loss: 0.1806 (0.1911) loss_rec_all: 0.2069 (0.2170) loss_rec_sfr: 0.2551 (0.2803) loss_cl: -0.2781 (-0.2788) time: 0.7446 data: 0.0001 max mem: 29860 [08:16:07.260277] Epoch: [303] [2880/2904] eta: 0:00:18 lr: 0.001754 loss: 0.1779 (0.1911) loss_rec_all: 0.2042 (0.2170) loss_rec_sfr: 0.2527 (0.2801) loss_cl: -0.2794 (-0.2788) time: 0.7447 data: 0.0001 max mem: 29860 [08:16:22.162903] Epoch: [303] [2900/2904] eta: 0:00:03 lr: 0.001754 loss: 0.1842 (0.1911) loss_rec_all: 0.2102 (0.2170) loss_rec_sfr: 0.2635 (0.2802) loss_cl: -0.2796 (-0.2788) time: 0.7451 data: 0.0001 max mem: 29860 [08:16:24.404302] Epoch: [303] [2903/2904] eta: 0:00:00 lr: 0.001754 loss: 0.1842 (0.1911) loss_rec_all: 0.2102 (0.2170) loss_rec_sfr: 0.2609 (0.2802) loss_cl: -0.2796 (-0.2788) time: 0.7452 data: 0.0001 max mem: 29860 [08:16:26.483233] Epoch: [303] Total time: 0:36:26 (0.7529 s / it) [08:16:26.498643] Averaged stats: lr: 0.001754 loss: 0.1842 (0.1932) loss_rec_all: 0.2102 (0.2168) loss_rec_sfr: 0.2609 (0.2788) loss_cl: -0.2796 (-0.2556) [08:16:26.503404] log_dir: ./checkpoint/VF2_ViT-B [08:16:45.303474] Epoch: [304] [ 0/2904] eta: 15:09:53 lr: 0.001754 loss: 0.1820 (0.1820) loss_rec_all: 0.2086 (0.2086) loss_rec_sfr: 0.1884 (0.1884) loss_cl: -0.2799 (-0.2799) time: 18.7994 data: 12.4635 max mem: 29860 [08:17:01.688218] Epoch: [304] [ 20/2904] eta: 1:20:31 lr: 0.001754 loss: 0.1822 (0.1878) loss_rec_all: 0.2081 (0.2139) loss_rec_sfr: 0.2519 (0.2647) loss_cl: -0.2801 (-0.2797) time: 0.8192 data: 0.0754 max mem: 29860 [08:17:16.584674] Epoch: [304] [ 40/2904] eta: 0:58:18 lr: 0.001754 loss: 0.1803 (0.1886) loss_rec_all: 0.2068 (0.2147) loss_rec_sfr: 0.2207 (0.2632) loss_cl: -0.2795 (-0.2795) time: 0.7448 data: 0.0002 max mem: 29860 [08:17:31.462579] Epoch: [304] [ 60/2904] eta: 0:50:28 lr: 0.001754 loss: 0.1820 (0.1882) loss_rec_all: 0.2083 (0.2143) loss_rec_sfr: 0.2528 (0.2581) loss_cl: -0.2780 (-0.2790) time: 0.7439 data: 0.0002 max mem: 29860 [08:17:46.351650] Epoch: [304] [ 80/2904] eta: 0:46:23 lr: 0.001753 loss: 0.1818 (0.1900) loss_rec_all: 0.2082 (0.2160) loss_rec_sfr: 0.2658 (0.2682) loss_cl: -0.2780 (-0.2787) time: 0.7444 data: 0.0002 max mem: 29860 [08:18:01.262224] Epoch: [304] [ 100/2904] eta: 0:43:50 lr: 0.001753 loss: 0.1820 (0.1913) loss_rec_all: 0.2080 (0.2173) loss_rec_sfr: 0.2669 (0.2739) loss_cl: -0.2782 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [08:18:16.196577] Epoch: [304] [ 120/2904] eta: 0:42:03 lr: 0.001753 loss: 0.1773 (0.1899) loss_rec_all: 0.2041 (0.2160) loss_rec_sfr: 0.2508 (0.2694) loss_cl: -0.2812 (-0.2791) time: 0.7467 data: 0.0002 max mem: 29860 [08:18:31.109261] Epoch: [304] [ 140/2904] eta: 0:40:42 lr: 0.001753 loss: 0.1780 (0.1892) loss_rec_all: 0.2044 (0.2153) loss_rec_sfr: 0.2617 (0.2693) loss_cl: -0.2796 (-0.2791) time: 0.7456 data: 0.0002 max mem: 29860 [08:18:46.019712] Epoch: [304] [ 160/2904] eta: 0:39:37 lr: 0.001753 loss: 0.1887 (0.1911) loss_rec_all: 0.2147 (0.2171) loss_rec_sfr: 0.2619 (0.2755) loss_cl: -0.2786 (-0.2790) time: 0.7455 data: 0.0002 max mem: 29860 [08:19:00.933763] Epoch: [304] [ 180/2904] eta: 0:38:44 lr: 0.001753 loss: 0.1832 (0.1914) loss_rec_all: 0.2092 (0.2173) loss_rec_sfr: 0.2638 (0.2775) loss_cl: -0.2778 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [08:19:15.839664] Epoch: [304] [ 200/2904] eta: 0:37:57 lr: 0.001753 loss: 0.1786 (0.1909) loss_rec_all: 0.2044 (0.2169) loss_rec_sfr: 0.2568 (0.2765) loss_cl: -0.2781 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [08:19:30.751616] Epoch: [304] [ 220/2904] eta: 0:37:17 lr: 0.001753 loss: 0.1806 (0.1902) loss_rec_all: 0.2071 (0.2161) loss_rec_sfr: 0.2275 (0.2736) loss_cl: -0.2781 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [08:19:45.670527] Epoch: [304] [ 240/2904] eta: 0:36:41 lr: 0.001753 loss: 0.1818 (0.1900) loss_rec_all: 0.2078 (0.2159) loss_rec_sfr: 0.2582 (0.2734) loss_cl: -0.2794 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [08:20:00.580486] Epoch: [304] [ 260/2904] eta: 0:36:08 lr: 0.001753 loss: 0.1799 (0.1901) loss_rec_all: 0.2058 (0.2160) loss_rec_sfr: 0.2710 (0.2742) loss_cl: -0.2795 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [08:20:15.512770] Epoch: [304] [ 280/2904] eta: 0:35:38 lr: 0.001753 loss: 0.1797 (0.1897) loss_rec_all: 0.2060 (0.2157) loss_rec_sfr: 0.2500 (0.2731) loss_cl: -0.2788 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [08:20:30.426343] Epoch: [304] [ 300/2904] eta: 0:35:10 lr: 0.001753 loss: 0.1852 (0.1908) loss_rec_all: 0.2113 (0.2167) loss_rec_sfr: 0.2735 (0.2771) loss_cl: -0.2782 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [08:20:45.348987] Epoch: [304] [ 320/2904] eta: 0:34:43 lr: 0.001753 loss: 0.1796 (0.1908) loss_rec_all: 0.2056 (0.2168) loss_rec_sfr: 0.2636 (0.2781) loss_cl: -0.2789 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [08:21:00.256869] Epoch: [304] [ 340/2904] eta: 0:34:18 lr: 0.001753 loss: 0.1806 (0.1910) loss_rec_all: 0.2067 (0.2169) loss_rec_sfr: 0.2509 (0.2788) loss_cl: -0.2796 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [08:21:15.164391] Epoch: [304] [ 360/2904] eta: 0:33:54 lr: 0.001753 loss: 0.1801 (0.1909) loss_rec_all: 0.2062 (0.2169) loss_rec_sfr: 0.2558 (0.2784) loss_cl: -0.2798 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [08:21:30.076607] Epoch: [304] [ 380/2904] eta: 0:33:30 lr: 0.001753 loss: 0.1815 (0.1905) loss_rec_all: 0.2074 (0.2165) loss_rec_sfr: 0.2487 (0.2770) loss_cl: -0.2791 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [08:21:44.995396] Epoch: [304] [ 400/2904] eta: 0:33:08 lr: 0.001753 loss: 0.1798 (0.1903) loss_rec_all: 0.2063 (0.2162) loss_rec_sfr: 0.2575 (0.2761) loss_cl: -0.2782 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [08:21:59.909514] Epoch: [304] [ 420/2904] eta: 0:32:47 lr: 0.001753 loss: 0.1838 (0.1904) loss_rec_all: 0.2096 (0.2164) loss_rec_sfr: 0.2617 (0.2766) loss_cl: -0.2782 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [08:22:14.815035] Epoch: [304] [ 440/2904] eta: 0:32:26 lr: 0.001753 loss: 0.1780 (0.1903) loss_rec_all: 0.2039 (0.2163) loss_rec_sfr: 0.2574 (0.2765) loss_cl: -0.2786 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [08:22:29.722293] Epoch: [304] [ 460/2904] eta: 0:32:05 lr: 0.001753 loss: 0.1798 (0.1901) loss_rec_all: 0.2058 (0.2161) loss_rec_sfr: 0.2703 (0.2764) loss_cl: -0.2791 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [08:22:44.629899] Epoch: [304] [ 480/2904] eta: 0:31:45 lr: 0.001753 loss: 0.1810 (0.1901) loss_rec_all: 0.2074 (0.2160) loss_rec_sfr: 0.2630 (0.2760) loss_cl: -0.2787 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [08:22:59.545386] Epoch: [304] [ 500/2904] eta: 0:31:25 lr: 0.001753 loss: 0.1772 (0.1899) loss_rec_all: 0.2033 (0.2158) loss_rec_sfr: 0.2600 (0.2755) loss_cl: -0.2793 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [08:23:14.457968] Epoch: [304] [ 520/2904] eta: 0:31:06 lr: 0.001753 loss: 0.1774 (0.1896) loss_rec_all: 0.2035 (0.2156) loss_rec_sfr: 0.2574 (0.2747) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [08:23:29.363747] Epoch: [304] [ 540/2904] eta: 0:30:47 lr: 0.001753 loss: 0.1808 (0.1895) loss_rec_all: 0.2068 (0.2155) loss_rec_sfr: 0.2576 (0.2743) loss_cl: -0.2790 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [08:23:44.273158] Epoch: [304] [ 560/2904] eta: 0:30:29 lr: 0.001753 loss: 0.1814 (0.1898) loss_rec_all: 0.2079 (0.2158) loss_rec_sfr: 0.2648 (0.2751) loss_cl: -0.2794 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [08:23:59.182482] Epoch: [304] [ 580/2904] eta: 0:30:10 lr: 0.001753 loss: 0.1839 (0.1899) loss_rec_all: 0.2099 (0.2158) loss_rec_sfr: 0.2605 (0.2752) loss_cl: -0.2794 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [08:24:14.095926] Epoch: [304] [ 600/2904] eta: 0:29:52 lr: 0.001753 loss: 0.1797 (0.1898) loss_rec_all: 0.2057 (0.2158) loss_rec_sfr: 0.2620 (0.2754) loss_cl: -0.2790 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [08:24:29.011415] Epoch: [304] [ 620/2904] eta: 0:29:34 lr: 0.001753 loss: 0.1819 (0.1900) loss_rec_all: 0.2081 (0.2159) loss_rec_sfr: 0.2596 (0.2759) loss_cl: -0.2790 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [08:24:43.919336] Epoch: [304] [ 640/2904] eta: 0:29:16 lr: 0.001753 loss: 0.1787 (0.1899) loss_rec_all: 0.2049 (0.2159) loss_rec_sfr: 0.2583 (0.2756) loss_cl: -0.2788 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [08:24:58.827874] Epoch: [304] [ 660/2904] eta: 0:28:59 lr: 0.001753 loss: 0.1839 (0.1900) loss_rec_all: 0.2099 (0.2159) loss_rec_sfr: 0.2625 (0.2756) loss_cl: -0.2789 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [08:25:13.741210] Epoch: [304] [ 680/2904] eta: 0:28:41 lr: 0.001753 loss: 0.1820 (0.1900) loss_rec_all: 0.2080 (0.2159) loss_rec_sfr: 0.2590 (0.2755) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [08:25:28.649884] Epoch: [304] [ 700/2904] eta: 0:28:24 lr: 0.001753 loss: 0.1823 (0.1901) loss_rec_all: 0.2083 (0.2160) loss_rec_sfr: 0.2658 (0.2759) loss_cl: -0.2793 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [08:25:43.558866] Epoch: [304] [ 720/2904] eta: 0:28:07 lr: 0.001753 loss: 0.1788 (0.1899) loss_rec_all: 0.2049 (0.2158) loss_rec_sfr: 0.2566 (0.2754) loss_cl: -0.2795 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [08:25:58.471030] Epoch: [304] [ 740/2904] eta: 0:27:50 lr: 0.001752 loss: 0.1807 (0.1902) loss_rec_all: 0.2073 (0.2161) loss_rec_sfr: 0.2646 (0.2765) loss_cl: -0.2784 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [08:26:13.378555] Epoch: [304] [ 760/2904] eta: 0:27:33 lr: 0.001752 loss: 0.1793 (0.1901) loss_rec_all: 0.2053 (0.2161) loss_rec_sfr: 0.2597 (0.2761) loss_cl: -0.2784 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [08:26:28.283427] Epoch: [304] [ 780/2904] eta: 0:27:16 lr: 0.001752 loss: 0.1787 (0.1901) loss_rec_all: 0.2050 (0.2160) loss_rec_sfr: 0.2602 (0.2762) loss_cl: -0.2790 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [08:26:43.192020] Epoch: [304] [ 800/2904] eta: 0:26:59 lr: 0.001752 loss: 0.1853 (0.1901) loss_rec_all: 0.2114 (0.2161) loss_rec_sfr: 0.2603 (0.2761) loss_cl: -0.2782 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [08:26:58.105630] Epoch: [304] [ 820/2904] eta: 0:26:43 lr: 0.001752 loss: 0.1844 (0.1903) loss_rec_all: 0.2105 (0.2163) loss_rec_sfr: 0.2623 (0.2765) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [08:27:13.016028] Epoch: [304] [ 840/2904] eta: 0:26:26 lr: 0.001752 loss: 0.1841 (0.1904) loss_rec_all: 0.2106 (0.2164) loss_rec_sfr: 0.2663 (0.2769) loss_cl: -0.2796 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [08:27:27.923847] Epoch: [304] [ 860/2904] eta: 0:26:10 lr: 0.001752 loss: 0.1806 (0.1906) loss_rec_all: 0.2071 (0.2166) loss_rec_sfr: 0.2554 (0.2777) loss_cl: -0.2790 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [08:27:42.834105] Epoch: [304] [ 880/2904] eta: 0:25:53 lr: 0.001752 loss: 0.1808 (0.1908) loss_rec_all: 0.2067 (0.2167) loss_rec_sfr: 0.2658 (0.2784) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [08:27:57.737941] Epoch: [304] [ 900/2904] eta: 0:25:37 lr: 0.001752 loss: 0.1859 (0.1910) loss_rec_all: 0.2120 (0.2169) loss_rec_sfr: 0.2667 (0.2792) loss_cl: -0.2791 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [08:28:12.647683] Epoch: [304] [ 920/2904] eta: 0:25:21 lr: 0.001752 loss: 0.1824 (0.1912) loss_rec_all: 0.2085 (0.2171) loss_rec_sfr: 0.2631 (0.2798) loss_cl: -0.2788 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [08:28:27.560211] Epoch: [304] [ 940/2904] eta: 0:25:04 lr: 0.001752 loss: 0.1779 (0.1913) loss_rec_all: 0.2041 (0.2172) loss_rec_sfr: 0.2573 (0.2800) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [08:28:42.470045] Epoch: [304] [ 960/2904] eta: 0:24:48 lr: 0.001752 loss: 0.1792 (0.1914) loss_rec_all: 0.2053 (0.2173) loss_rec_sfr: 0.2651 (0.2807) loss_cl: -0.2792 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [08:28:57.379915] Epoch: [304] [ 980/2904] eta: 0:24:32 lr: 0.001752 loss: 0.1805 (0.1914) loss_rec_all: 0.2067 (0.2173) loss_rec_sfr: 0.2661 (0.2807) loss_cl: -0.2794 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [08:29:12.288006] Epoch: [304] [1000/2904] eta: 0:24:16 lr: 0.001752 loss: 0.1782 (0.1914) loss_rec_all: 0.2044 (0.2173) loss_rec_sfr: 0.2492 (0.2806) loss_cl: -0.2795 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [08:29:27.194145] Epoch: [304] [1020/2904] eta: 0:24:00 lr: 0.001752 loss: 0.1821 (0.1914) loss_rec_all: 0.2080 (0.2174) loss_rec_sfr: 0.2678 (0.2808) loss_cl: -0.2785 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [08:29:42.097817] Epoch: [304] [1040/2904] eta: 0:23:44 lr: 0.001752 loss: 0.1791 (0.1915) loss_rec_all: 0.2052 (0.2174) loss_rec_sfr: 0.2626 (0.2809) loss_cl: -0.2788 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [08:29:57.004857] Epoch: [304] [1060/2904] eta: 0:23:28 lr: 0.001752 loss: 0.1851 (0.1915) loss_rec_all: 0.2113 (0.2174) loss_rec_sfr: 0.2693 (0.2809) loss_cl: -0.2788 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [08:30:11.909039] Epoch: [304] [1080/2904] eta: 0:23:12 lr: 0.001752 loss: 0.1791 (0.1913) loss_rec_all: 0.2054 (0.2173) loss_rec_sfr: 0.2578 (0.2804) loss_cl: -0.2785 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [08:30:26.819473] Epoch: [304] [1100/2904] eta: 0:22:56 lr: 0.001752 loss: 0.1796 (0.1913) loss_rec_all: 0.2057 (0.2172) loss_rec_sfr: 0.2202 (0.2800) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [08:30:41.732496] Epoch: [304] [1120/2904] eta: 0:22:40 lr: 0.001752 loss: 0.1832 (0.1913) loss_rec_all: 0.2094 (0.2172) loss_rec_sfr: 0.2621 (0.2802) loss_cl: -0.2793 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [08:30:56.639641] Epoch: [304] [1140/2904] eta: 0:22:25 lr: 0.001752 loss: 0.1813 (0.1913) loss_rec_all: 0.2077 (0.2172) loss_rec_sfr: 0.2289 (0.2799) loss_cl: -0.2793 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [08:31:11.545168] Epoch: [304] [1160/2904] eta: 0:22:09 lr: 0.001752 loss: 0.1796 (0.1912) loss_rec_all: 0.2059 (0.2171) loss_rec_sfr: 0.2570 (0.2796) loss_cl: -0.2786 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [08:31:26.445986] Epoch: [304] [1180/2904] eta: 0:21:53 lr: 0.001752 loss: 0.1807 (0.1912) loss_rec_all: 0.2065 (0.2172) loss_rec_sfr: 0.2675 (0.2797) loss_cl: -0.2788 (-0.2789) time: 0.7450 data: 0.0002 max mem: 29860 [08:31:41.355515] Epoch: [304] [1200/2904] eta: 0:21:37 lr: 0.001752 loss: 0.1847 (0.1914) loss_rec_all: 0.2105 (0.2173) loss_rec_sfr: 0.2702 (0.2802) loss_cl: -0.2787 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [08:31:56.261170] Epoch: [304] [1220/2904] eta: 0:21:22 lr: 0.001752 loss: 0.1795 (0.1913) loss_rec_all: 0.2061 (0.2172) loss_rec_sfr: 0.2499 (0.2800) loss_cl: -0.2784 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [08:32:11.172713] Epoch: [304] [1240/2904] eta: 0:21:06 lr: 0.001752 loss: 0.1792 (0.1913) loss_rec_all: 0.2053 (0.2172) loss_rec_sfr: 0.2625 (0.2801) loss_cl: -0.2781 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [08:32:26.077852] Epoch: [304] [1260/2904] eta: 0:20:50 lr: 0.001752 loss: 0.1825 (0.1913) loss_rec_all: 0.2088 (0.2172) loss_rec_sfr: 0.2656 (0.2801) loss_cl: -0.2789 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [08:32:40.986201] Epoch: [304] [1280/2904] eta: 0:20:35 lr: 0.001752 loss: 0.1790 (0.1913) loss_rec_all: 0.2055 (0.2172) loss_rec_sfr: 0.2556 (0.2801) loss_cl: -0.2794 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [08:32:55.891256] Epoch: [304] [1300/2904] eta: 0:20:19 lr: 0.001752 loss: 0.1831 (0.1913) loss_rec_all: 0.2092 (0.2172) loss_rec_sfr: 0.2610 (0.2801) loss_cl: -0.2797 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [08:33:10.794952] Epoch: [304] [1320/2904] eta: 0:20:04 lr: 0.001752 loss: 0.1823 (0.1914) loss_rec_all: 0.2085 (0.2173) loss_rec_sfr: 0.2578 (0.2803) loss_cl: -0.2786 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [08:33:25.701800] Epoch: [304] [1340/2904] eta: 0:19:48 lr: 0.001752 loss: 0.1805 (0.1915) loss_rec_all: 0.2066 (0.2174) loss_rec_sfr: 0.2705 (0.2806) loss_cl: -0.2775 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [08:33:40.613549] Epoch: [304] [1360/2904] eta: 0:19:33 lr: 0.001752 loss: 0.1782 (0.1914) loss_rec_all: 0.2040 (0.2173) loss_rec_sfr: 0.2631 (0.2804) loss_cl: -0.2784 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [08:33:55.520056] Epoch: [304] [1380/2904] eta: 0:19:17 lr: 0.001752 loss: 0.1833 (0.1915) loss_rec_all: 0.2094 (0.2174) loss_rec_sfr: 0.2658 (0.2806) loss_cl: -0.2800 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [08:34:10.430784] Epoch: [304] [1400/2904] eta: 0:19:02 lr: 0.001751 loss: 0.1839 (0.1915) loss_rec_all: 0.2103 (0.2174) loss_rec_sfr: 0.2695 (0.2807) loss_cl: -0.2799 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [08:34:25.341553] Epoch: [304] [1420/2904] eta: 0:18:46 lr: 0.001751 loss: 0.1804 (0.1915) loss_rec_all: 0.2064 (0.2174) loss_rec_sfr: 0.2679 (0.2808) loss_cl: -0.2787 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [08:34:40.253715] Epoch: [304] [1440/2904] eta: 0:18:31 lr: 0.001751 loss: 0.1822 (0.1915) loss_rec_all: 0.2086 (0.2174) loss_rec_sfr: 0.2588 (0.2806) loss_cl: -0.2789 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [08:34:55.161651] Epoch: [304] [1460/2904] eta: 0:18:15 lr: 0.001751 loss: 0.1788 (0.1914) loss_rec_all: 0.2048 (0.2174) loss_rec_sfr: 0.2591 (0.2806) loss_cl: -0.2788 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [08:35:10.071121] Epoch: [304] [1480/2904] eta: 0:18:00 lr: 0.001751 loss: 0.1810 (0.1914) loss_rec_all: 0.2073 (0.2173) loss_rec_sfr: 0.2577 (0.2804) loss_cl: -0.2781 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [08:35:24.974519] Epoch: [304] [1500/2904] eta: 0:17:44 lr: 0.001751 loss: 0.1802 (0.1914) loss_rec_all: 0.2067 (0.2173) loss_rec_sfr: 0.2594 (0.2803) loss_cl: -0.2792 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [08:35:39.878198] Epoch: [304] [1520/2904] eta: 0:17:29 lr: 0.001751 loss: 0.1818 (0.1913) loss_rec_all: 0.2078 (0.2172) loss_rec_sfr: 0.2611 (0.2802) loss_cl: -0.2794 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [08:35:54.791189] Epoch: [304] [1540/2904] eta: 0:17:14 lr: 0.001751 loss: 0.1831 (0.1913) loss_rec_all: 0.2092 (0.2172) loss_rec_sfr: 0.2628 (0.2802) loss_cl: -0.2791 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [08:36:09.707444] Epoch: [304] [1560/2904] eta: 0:16:58 lr: 0.001751 loss: 0.1774 (0.1912) loss_rec_all: 0.2034 (0.2172) loss_rec_sfr: 0.2600 (0.2799) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [08:36:24.628520] Epoch: [304] [1580/2904] eta: 0:16:43 lr: 0.001751 loss: 0.1829 (0.1912) loss_rec_all: 0.2089 (0.2172) loss_rec_sfr: 0.2590 (0.2798) loss_cl: -0.2787 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [08:36:39.544190] Epoch: [304] [1600/2904] eta: 0:16:27 lr: 0.001751 loss: 0.1815 (0.1913) loss_rec_all: 0.2081 (0.2172) loss_rec_sfr: 0.2566 (0.2798) loss_cl: -0.2793 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [08:36:54.460771] Epoch: [304] [1620/2904] eta: 0:16:12 lr: 0.001751 loss: 0.1801 (0.1913) loss_rec_all: 0.2064 (0.2172) loss_rec_sfr: 0.2705 (0.2802) loss_cl: -0.2793 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [08:37:09.373311] Epoch: [304] [1640/2904] eta: 0:15:57 lr: 0.001751 loss: 0.1811 (0.1913) loss_rec_all: 0.2070 (0.2172) loss_rec_sfr: 0.2303 (0.2802) loss_cl: -0.2791 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [08:37:24.287994] Epoch: [304] [1660/2904] eta: 0:15:41 lr: 0.001751 loss: 0.1832 (0.1913) loss_rec_all: 0.2096 (0.2172) loss_rec_sfr: 0.2631 (0.2800) loss_cl: -0.2796 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [08:37:39.191686] Epoch: [304] [1680/2904] eta: 0:15:26 lr: 0.001751 loss: 0.1831 (0.1913) loss_rec_all: 0.2090 (0.2172) loss_rec_sfr: 0.2625 (0.2801) loss_cl: -0.2788 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [08:37:54.101194] Epoch: [304] [1700/2904] eta: 0:15:11 lr: 0.001751 loss: 0.1810 (0.1913) loss_rec_all: 0.2074 (0.2173) loss_rec_sfr: 0.2604 (0.2802) loss_cl: -0.2789 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [08:38:09.014174] Epoch: [304] [1720/2904] eta: 0:14:56 lr: 0.001751 loss: 0.1797 (0.1913) loss_rec_all: 0.2056 (0.2172) loss_rec_sfr: 0.2610 (0.2801) loss_cl: -0.2790 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [08:38:23.923869] Epoch: [304] [1740/2904] eta: 0:14:40 lr: 0.001751 loss: 0.1815 (0.1912) loss_rec_all: 0.2075 (0.2171) loss_rec_sfr: 0.2537 (0.2798) loss_cl: -0.2792 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [08:38:38.849803] Epoch: [304] [1760/2904] eta: 0:14:25 lr: 0.001751 loss: 0.1826 (0.1912) loss_rec_all: 0.2088 (0.2171) loss_rec_sfr: 0.2633 (0.2799) loss_cl: -0.2784 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [08:38:53.786165] Epoch: [304] [1780/2904] eta: 0:14:10 lr: 0.001751 loss: 0.1836 (0.1913) loss_rec_all: 0.2100 (0.2172) loss_rec_sfr: 0.2639 (0.2800) loss_cl: -0.2782 (-0.2789) time: 0.7468 data: 0.0002 max mem: 29860 [08:39:08.710108] Epoch: [304] [1800/2904] eta: 0:13:54 lr: 0.001751 loss: 0.1803 (0.1913) loss_rec_all: 0.2064 (0.2172) loss_rec_sfr: 0.2553 (0.2800) loss_cl: -0.2790 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [08:39:23.622455] Epoch: [304] [1820/2904] eta: 0:13:39 lr: 0.001751 loss: 0.1794 (0.1913) loss_rec_all: 0.2058 (0.2172) loss_rec_sfr: 0.2603 (0.2802) loss_cl: -0.2789 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [08:39:38.548311] Epoch: [304] [1840/2904] eta: 0:13:24 lr: 0.001751 loss: 0.1787 (0.1912) loss_rec_all: 0.2046 (0.2172) loss_rec_sfr: 0.2568 (0.2800) loss_cl: -0.2786 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [08:39:53.486886] Epoch: [304] [1860/2904] eta: 0:13:09 lr: 0.001751 loss: 0.1787 (0.1912) loss_rec_all: 0.2052 (0.2171) loss_rec_sfr: 0.2674 (0.2799) loss_cl: -0.2791 (-0.2789) time: 0.7469 data: 0.0002 max mem: 29860 [08:40:08.423472] Epoch: [304] [1880/2904] eta: 0:12:54 lr: 0.001751 loss: 0.1797 (0.1911) loss_rec_all: 0.2062 (0.2170) loss_rec_sfr: 0.2193 (0.2794) loss_cl: -0.2792 (-0.2789) time: 0.7468 data: 0.0002 max mem: 29860 [08:40:23.357738] Epoch: [304] [1900/2904] eta: 0:12:38 lr: 0.001751 loss: 0.1812 (0.1911) loss_rec_all: 0.2074 (0.2171) loss_rec_sfr: 0.2683 (0.2796) loss_cl: -0.2795 (-0.2789) time: 0.7467 data: 0.0002 max mem: 29860 [08:40:38.289085] Epoch: [304] [1920/2904] eta: 0:12:23 lr: 0.001751 loss: 0.1786 (0.1911) loss_rec_all: 0.2051 (0.2170) loss_rec_sfr: 0.2146 (0.2794) loss_cl: -0.2796 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [08:40:53.209904] Epoch: [304] [1940/2904] eta: 0:12:08 lr: 0.001751 loss: 0.1801 (0.1911) loss_rec_all: 0.2060 (0.2170) loss_rec_sfr: 0.2622 (0.2792) loss_cl: -0.2782 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [08:41:08.127525] Epoch: [304] [1960/2904] eta: 0:11:53 lr: 0.001751 loss: 0.1797 (0.1911) loss_rec_all: 0.2057 (0.2170) loss_rec_sfr: 0.2667 (0.2793) loss_cl: -0.2792 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [08:41:23.046098] Epoch: [304] [1980/2904] eta: 0:11:37 lr: 0.001751 loss: 0.1774 (0.1910) loss_rec_all: 0.2035 (0.2170) loss_rec_sfr: 0.2587 (0.2792) loss_cl: -0.2789 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [08:41:37.969072] Epoch: [304] [2000/2904] eta: 0:11:22 lr: 0.001751 loss: 0.1822 (0.1911) loss_rec_all: 0.2083 (0.2170) loss_rec_sfr: 0.2672 (0.2794) loss_cl: -0.2787 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [08:41:52.888725] Epoch: [304] [2020/2904] eta: 0:11:07 lr: 0.001751 loss: 0.1797 (0.1911) loss_rec_all: 0.2059 (0.2170) loss_rec_sfr: 0.2617 (0.2795) loss_cl: -0.2789 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [08:42:07.809994] Epoch: [304] [2040/2904] eta: 0:10:52 lr: 0.001751 loss: 0.1812 (0.1912) loss_rec_all: 0.2073 (0.2171) loss_rec_sfr: 0.2685 (0.2798) loss_cl: -0.2785 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [08:42:22.737325] Epoch: [304] [2060/2904] eta: 0:10:37 lr: 0.001750 loss: 0.1871 (0.1912) loss_rec_all: 0.2132 (0.2172) loss_rec_sfr: 0.2663 (0.2801) loss_cl: -0.2781 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [08:42:37.653422] Epoch: [304] [2080/2904] eta: 0:10:22 lr: 0.001750 loss: 0.1820 (0.1913) loss_rec_all: 0.2080 (0.2172) loss_rec_sfr: 0.2649 (0.2801) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [08:42:52.575441] Epoch: [304] [2100/2904] eta: 0:10:06 lr: 0.001750 loss: 0.1795 (0.1913) loss_rec_all: 0.2058 (0.2172) loss_rec_sfr: 0.2648 (0.2802) loss_cl: -0.2799 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [08:43:07.504414] Epoch: [304] [2120/2904] eta: 0:09:51 lr: 0.001750 loss: 0.1810 (0.1912) loss_rec_all: 0.2070 (0.2172) loss_rec_sfr: 0.2610 (0.2800) loss_cl: -0.2796 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [08:43:22.424034] Epoch: [304] [2140/2904] eta: 0:09:36 lr: 0.001750 loss: 0.1799 (0.1912) loss_rec_all: 0.2066 (0.2171) loss_rec_sfr: 0.2545 (0.2799) loss_cl: -0.2793 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [08:43:37.345394] Epoch: [304] [2160/2904] eta: 0:09:21 lr: 0.001750 loss: 0.1818 (0.1912) loss_rec_all: 0.2078 (0.2171) loss_rec_sfr: 0.2580 (0.2798) loss_cl: -0.2781 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [08:43:52.264526] Epoch: [304] [2180/2904] eta: 0:09:06 lr: 0.001750 loss: 0.1797 (0.1911) loss_rec_all: 0.2060 (0.2170) loss_rec_sfr: 0.2506 (0.2795) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [08:44:07.189471] Epoch: [304] [2200/2904] eta: 0:08:51 lr: 0.001750 loss: 0.1812 (0.1910) loss_rec_all: 0.2074 (0.2170) loss_rec_sfr: 0.2619 (0.2793) loss_cl: -0.2787 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [08:44:22.113997] Epoch: [304] [2220/2904] eta: 0:08:36 lr: 0.001750 loss: 0.1817 (0.1910) loss_rec_all: 0.2077 (0.2170) loss_rec_sfr: 0.2652 (0.2794) loss_cl: -0.2792 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [08:44:37.035323] Epoch: [304] [2240/2904] eta: 0:08:20 lr: 0.001750 loss: 0.1790 (0.1910) loss_rec_all: 0.2050 (0.2170) loss_rec_sfr: 0.2617 (0.2794) loss_cl: -0.2788 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [08:44:51.957998] Epoch: [304] [2260/2904] eta: 0:08:05 lr: 0.001750 loss: 0.1823 (0.1911) loss_rec_all: 0.2082 (0.2171) loss_rec_sfr: 0.2714 (0.2797) loss_cl: -0.2786 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [08:45:06.875460] Epoch: [304] [2280/2904] eta: 0:07:50 lr: 0.001750 loss: 0.1888 (0.1912) loss_rec_all: 0.2149 (0.2172) loss_rec_sfr: 0.2686 (0.2801) loss_cl: -0.2794 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [08:45:21.782593] Epoch: [304] [2300/2904] eta: 0:07:35 lr: 0.001750 loss: 0.1801 (0.1912) loss_rec_all: 0.2060 (0.2171) loss_rec_sfr: 0.2255 (0.2798) loss_cl: -0.2790 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [08:45:36.701185] Epoch: [304] [2320/2904] eta: 0:07:20 lr: 0.001750 loss: 0.1800 (0.1911) loss_rec_all: 0.2060 (0.2171) loss_rec_sfr: 0.2247 (0.2795) loss_cl: -0.2793 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [08:45:51.616255] Epoch: [304] [2340/2904] eta: 0:07:05 lr: 0.001750 loss: 0.1850 (0.1912) loss_rec_all: 0.2110 (0.2171) loss_rec_sfr: 0.2721 (0.2796) loss_cl: -0.2789 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [08:46:06.529676] Epoch: [304] [2360/2904] eta: 0:06:50 lr: 0.001750 loss: 0.1789 (0.1912) loss_rec_all: 0.2051 (0.2171) loss_rec_sfr: 0.2244 (0.2796) loss_cl: -0.2785 (-0.2789) time: 0.7456 data: 0.0003 max mem: 29860 [08:46:21.451481] Epoch: [304] [2380/2904] eta: 0:06:35 lr: 0.001750 loss: 0.1801 (0.1911) loss_rec_all: 0.2067 (0.2171) loss_rec_sfr: 0.2556 (0.2794) loss_cl: -0.2787 (-0.2789) time: 0.7460 data: 0.0004 max mem: 29860 [08:46:36.370312] Epoch: [304] [2400/2904] eta: 0:06:19 lr: 0.001750 loss: 0.1834 (0.1912) loss_rec_all: 0.2095 (0.2171) loss_rec_sfr: 0.2606 (0.2795) loss_cl: -0.2783 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [08:46:51.288540] Epoch: [304] [2420/2904] eta: 0:06:04 lr: 0.001750 loss: 0.1781 (0.1912) loss_rec_all: 0.2047 (0.2171) loss_rec_sfr: 0.2555 (0.2796) loss_cl: -0.2797 (-0.2789) time: 0.7459 data: 0.0003 max mem: 29860 [08:47:06.205858] Epoch: [304] [2440/2904] eta: 0:05:49 lr: 0.001750 loss: 0.1823 (0.1912) loss_rec_all: 0.2082 (0.2171) loss_rec_sfr: 0.2667 (0.2797) loss_cl: -0.2795 (-0.2789) time: 0.7458 data: 0.0003 max mem: 29860 [08:47:21.123814] Epoch: [304] [2460/2904] eta: 0:05:34 lr: 0.001750 loss: 0.1804 (0.1911) loss_rec_all: 0.2068 (0.2171) loss_rec_sfr: 0.2487 (0.2794) loss_cl: -0.2787 (-0.2789) time: 0.7458 data: 0.0003 max mem: 29860 [08:47:36.046037] Epoch: [304] [2480/2904] eta: 0:05:19 lr: 0.001750 loss: 0.1808 (0.1911) loss_rec_all: 0.2068 (0.2170) loss_rec_sfr: 0.2679 (0.2793) loss_cl: -0.2786 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [08:47:50.962219] Epoch: [304] [2500/2904] eta: 0:05:04 lr: 0.001750 loss: 0.1824 (0.1911) loss_rec_all: 0.2087 (0.2170) loss_rec_sfr: 0.2591 (0.2793) loss_cl: -0.2790 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [08:48:05.883137] Epoch: [304] [2520/2904] eta: 0:04:49 lr: 0.001750 loss: 0.1864 (0.1911) loss_rec_all: 0.2126 (0.2170) loss_rec_sfr: 0.2618 (0.2793) loss_cl: -0.2788 (-0.2789) time: 0.7460 data: 0.0003 max mem: 29860 [08:48:20.796470] Epoch: [304] [2540/2904] eta: 0:04:34 lr: 0.001750 loss: 0.1783 (0.1911) loss_rec_all: 0.2048 (0.2170) loss_rec_sfr: 0.2525 (0.2792) loss_cl: -0.2790 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [08:48:35.715370] Epoch: [304] [2560/2904] eta: 0:04:19 lr: 0.001750 loss: 0.1812 (0.1911) loss_rec_all: 0.2077 (0.2170) loss_rec_sfr: 0.2662 (0.2792) loss_cl: -0.2789 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [08:48:50.632871] Epoch: [304] [2580/2904] eta: 0:04:04 lr: 0.001750 loss: 0.1773 (0.1910) loss_rec_all: 0.2033 (0.2170) loss_rec_sfr: 0.2601 (0.2790) loss_cl: -0.2789 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [08:49:05.549612] Epoch: [304] [2600/2904] eta: 0:03:48 lr: 0.001750 loss: 0.1798 (0.1911) loss_rec_all: 0.2059 (0.2170) loss_rec_sfr: 0.2697 (0.2792) loss_cl: -0.2788 (-0.2789) time: 0.7458 data: 0.0003 max mem: 29860 [08:49:20.467738] Epoch: [304] [2620/2904] eta: 0:03:33 lr: 0.001750 loss: 0.1781 (0.1911) loss_rec_all: 0.2041 (0.2170) loss_rec_sfr: 0.2640 (0.2792) loss_cl: -0.2786 (-0.2789) time: 0.7459 data: 0.0003 max mem: 29860 [08:49:35.381936] Epoch: [304] [2640/2904] eta: 0:03:18 lr: 0.001750 loss: 0.1808 (0.1911) loss_rec_all: 0.2069 (0.2170) loss_rec_sfr: 0.2591 (0.2791) loss_cl: -0.2793 (-0.2789) time: 0.7457 data: 0.0003 max mem: 29860 [08:49:50.295404] Epoch: [304] [2660/2904] eta: 0:03:03 lr: 0.001750 loss: 0.1858 (0.1911) loss_rec_all: 0.2117 (0.2170) loss_rec_sfr: 0.2656 (0.2792) loss_cl: -0.2793 (-0.2789) time: 0.7456 data: 0.0003 max mem: 29860 [08:50:05.210341] Epoch: [304] [2680/2904] eta: 0:02:48 lr: 0.001750 loss: 0.1843 (0.1912) loss_rec_all: 0.2103 (0.2171) loss_rec_sfr: 0.2717 (0.2796) loss_cl: -0.2796 (-0.2789) time: 0.7457 data: 0.0003 max mem: 29860 [08:50:20.132918] Epoch: [304] [2700/2904] eta: 0:02:33 lr: 0.001750 loss: 0.1790 (0.1912) loss_rec_all: 0.2053 (0.2172) loss_rec_sfr: 0.2693 (0.2799) loss_cl: -0.2784 (-0.2789) time: 0.7461 data: 0.0003 max mem: 29860 [08:50:35.051603] Epoch: [304] [2720/2904] eta: 0:02:18 lr: 0.001749 loss: 0.1793 (0.1913) loss_rec_all: 0.2053 (0.2172) loss_rec_sfr: 0.2636 (0.2799) loss_cl: -0.2790 (-0.2789) time: 0.7459 data: 0.0003 max mem: 29860 [08:50:49.968316] Epoch: [304] [2740/2904] eta: 0:02:03 lr: 0.001749 loss: 0.1811 (0.1913) loss_rec_all: 0.2070 (0.2172) loss_rec_sfr: 0.2647 (0.2801) loss_cl: -0.2783 (-0.2789) time: 0.7458 data: 0.0003 max mem: 29860 [08:51:04.888645] Epoch: [304] [2760/2904] eta: 0:01:48 lr: 0.001749 loss: 0.1781 (0.1913) loss_rec_all: 0.2045 (0.2172) loss_rec_sfr: 0.2566 (0.2801) loss_cl: -0.2784 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [08:51:19.808690] Epoch: [304] [2780/2904] eta: 0:01:33 lr: 0.001749 loss: 0.1794 (0.1912) loss_rec_all: 0.2052 (0.2172) loss_rec_sfr: 0.2370 (0.2800) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [08:51:34.735748] Epoch: [304] [2800/2904] eta: 0:01:18 lr: 0.001749 loss: 0.1807 (0.1912) loss_rec_all: 0.2068 (0.2171) loss_rec_sfr: 0.2668 (0.2799) loss_cl: -0.2794 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [08:51:49.655104] Epoch: [304] [2820/2904] eta: 0:01:03 lr: 0.001749 loss: 0.1787 (0.1912) loss_rec_all: 0.2053 (0.2171) loss_rec_sfr: 0.2586 (0.2798) loss_cl: -0.2791 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [08:52:04.669970] Epoch: [304] [2840/2904] eta: 0:00:48 lr: 0.001749 loss: 0.1790 (0.1911) loss_rec_all: 0.2053 (0.2171) loss_rec_sfr: 0.2600 (0.2797) loss_cl: -0.2792 (-0.2789) time: 0.7507 data: 0.0056 max mem: 29860 [08:52:19.571835] Epoch: [304] [2860/2904] eta: 0:00:33 lr: 0.001749 loss: 0.1778 (0.1911) loss_rec_all: 0.2039 (0.2170) loss_rec_sfr: 0.2226 (0.2796) loss_cl: -0.2793 (-0.2789) time: 0.7451 data: 0.0001 max mem: 29860 [08:52:34.469019] Epoch: [304] [2880/2904] eta: 0:00:18 lr: 0.001749 loss: 0.1794 (0.1911) loss_rec_all: 0.2058 (0.2170) loss_rec_sfr: 0.2331 (0.2794) loss_cl: -0.2790 (-0.2789) time: 0.7448 data: 0.0001 max mem: 29860 [08:52:49.368038] Epoch: [304] [2900/2904] eta: 0:00:03 lr: 0.001749 loss: 0.1797 (0.1911) loss_rec_all: 0.2061 (0.2170) loss_rec_sfr: 0.2704 (0.2795) loss_cl: -0.2788 (-0.2789) time: 0.7449 data: 0.0001 max mem: 29860 [08:52:51.610326] Epoch: [304] [2903/2904] eta: 0:00:00 lr: 0.001749 loss: 0.1785 (0.1910) loss_rec_all: 0.2045 (0.2170) loss_rec_sfr: 0.2676 (0.2794) loss_cl: -0.2789 (-0.2789) time: 0.7449 data: 0.0001 max mem: 29860 [08:52:53.711967] Epoch: [304] Total time: 0:36:27 (0.7532 s / it) [08:52:53.718074] Averaged stats: lr: 0.001749 loss: 0.1785 (0.1934) loss_rec_all: 0.2045 (0.2170) loss_rec_sfr: 0.2676 (0.2799) loss_cl: -0.2789 (-0.2556) [08:52:53.723809] log_dir: ./checkpoint/VF2_ViT-B [08:53:09.236768] Epoch: [305] [ 0/2904] eta: 12:30:44 lr: 0.001749 loss: 0.1729 (0.1729) loss_rec_all: 0.1994 (0.1994) loss_rec_sfr: 0.1899 (0.1899) loss_cl: -0.2783 (-0.2783) time: 15.5113 data: 14.7231 max mem: 29860 [08:53:25.929924] Epoch: [305] [ 20/2904] eta: 1:13:42 lr: 0.001749 loss: 0.1808 (0.1914) loss_rec_all: 0.2071 (0.2173) loss_rec_sfr: 0.2556 (0.2828) loss_cl: -0.2781 (-0.2782) time: 0.8346 data: 0.0003 max mem: 29860 [08:53:40.828064] Epoch: [305] [ 40/2904] eta: 0:54:50 lr: 0.001749 loss: 0.1792 (0.1916) loss_rec_all: 0.2058 (0.2175) loss_rec_sfr: 0.2316 (0.2784) loss_cl: -0.2789 (-0.2784) time: 0.7448 data: 0.0003 max mem: 29860 [08:53:55.705960] Epoch: [305] [ 60/2904] eta: 0:48:09 lr: 0.001749 loss: 0.1819 (0.1893) loss_rec_all: 0.2080 (0.2153) loss_rec_sfr: 0.2505 (0.2729) loss_cl: -0.2798 (-0.2789) time: 0.7438 data: 0.0003 max mem: 29860 [08:54:10.587873] Epoch: [305] [ 80/2904] eta: 0:44:39 lr: 0.001749 loss: 0.1776 (0.1889) loss_rec_all: 0.2038 (0.2150) loss_rec_sfr: 0.2476 (0.2722) loss_cl: -0.2800 (-0.2791) time: 0.7440 data: 0.0003 max mem: 29860 [08:54:25.500423] Epoch: [305] [ 100/2904] eta: 0:42:27 lr: 0.001749 loss: 0.1799 (0.1908) loss_rec_all: 0.2059 (0.2168) loss_rec_sfr: 0.2627 (0.2791) loss_cl: -0.2785 (-0.2790) time: 0.7456 data: 0.0004 max mem: 29860 [08:54:40.404464] Epoch: [305] [ 120/2904] eta: 0:40:54 lr: 0.001749 loss: 0.1802 (0.1912) loss_rec_all: 0.2061 (0.2171) loss_rec_sfr: 0.2662 (0.2811) loss_cl: -0.2782 (-0.2788) time: 0.7452 data: 0.0003 max mem: 29860 [08:54:55.314602] Epoch: [305] [ 140/2904] eta: 0:39:43 lr: 0.001749 loss: 0.1795 (0.1911) loss_rec_all: 0.2053 (0.2170) loss_rec_sfr: 0.2648 (0.2814) loss_cl: -0.2794 (-0.2789) time: 0.7454 data: 0.0003 max mem: 29860 [08:55:10.232138] Epoch: [305] [ 160/2904] eta: 0:38:46 lr: 0.001749 loss: 0.1775 (0.1906) loss_rec_all: 0.2038 (0.2165) loss_rec_sfr: 0.2240 (0.2787) loss_cl: -0.2780 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [08:55:25.137622] Epoch: [305] [ 180/2904] eta: 0:37:58 lr: 0.001749 loss: 0.1781 (0.1901) loss_rec_all: 0.2043 (0.2160) loss_rec_sfr: 0.2570 (0.2764) loss_cl: -0.2794 (-0.2788) time: 0.7452 data: 0.0003 max mem: 29860 [08:55:40.056785] Epoch: [305] [ 200/2904] eta: 0:37:17 lr: 0.001749 loss: 0.1780 (0.1896) loss_rec_all: 0.2040 (0.2156) loss_rec_sfr: 0.2580 (0.2750) loss_cl: -0.2795 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [08:55:54.968771] Epoch: [305] [ 220/2904] eta: 0:36:40 lr: 0.001749 loss: 0.1847 (0.1908) loss_rec_all: 0.2106 (0.2168) loss_rec_sfr: 0.2653 (0.2787) loss_cl: -0.2782 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [08:56:09.883922] Epoch: [305] [ 240/2904] eta: 0:36:08 lr: 0.001749 loss: 0.1844 (0.1909) loss_rec_all: 0.2109 (0.2168) loss_rec_sfr: 0.2554 (0.2786) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [08:56:24.789738] Epoch: [305] [ 260/2904] eta: 0:35:37 lr: 0.001749 loss: 0.1805 (0.1917) loss_rec_all: 0.2068 (0.2176) loss_rec_sfr: 0.2660 (0.2815) loss_cl: -0.2783 (-0.2787) time: 0.7452 data: 0.0003 max mem: 29860 [08:56:39.721121] Epoch: [305] [ 280/2904] eta: 0:35:10 lr: 0.001749 loss: 0.1797 (0.1913) loss_rec_all: 0.2058 (0.2173) loss_rec_sfr: 0.2549 (0.2803) loss_cl: -0.2787 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [08:56:54.635040] Epoch: [305] [ 300/2904] eta: 0:34:43 lr: 0.001749 loss: 0.1774 (0.1913) loss_rec_all: 0.2040 (0.2172) loss_rec_sfr: 0.2662 (0.2805) loss_cl: -0.2797 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [08:57:09.565929] Epoch: [305] [ 320/2904] eta: 0:34:19 lr: 0.001749 loss: 0.1799 (0.1912) loss_rec_all: 0.2059 (0.2171) loss_rec_sfr: 0.2672 (0.2806) loss_cl: -0.2788 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [08:57:24.472397] Epoch: [305] [ 340/2904] eta: 0:33:55 lr: 0.001749 loss: 0.1809 (0.1912) loss_rec_all: 0.2069 (0.2171) loss_rec_sfr: 0.2659 (0.2811) loss_cl: -0.2788 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [08:57:39.382165] Epoch: [305] [ 360/2904] eta: 0:33:32 lr: 0.001749 loss: 0.1803 (0.1912) loss_rec_all: 0.2064 (0.2171) loss_rec_sfr: 0.2610 (0.2816) loss_cl: -0.2797 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [08:57:54.303784] Epoch: [305] [ 380/2904] eta: 0:33:11 lr: 0.001749 loss: 0.1800 (0.1910) loss_rec_all: 0.2060 (0.2170) loss_rec_sfr: 0.2648 (0.2810) loss_cl: -0.2794 (-0.2789) time: 0.7460 data: 0.0003 max mem: 29860 [08:58:09.218356] Epoch: [305] [ 400/2904] eta: 0:32:49 lr: 0.001749 loss: 0.1808 (0.1910) loss_rec_all: 0.2068 (0.2169) loss_rec_sfr: 0.2659 (0.2809) loss_cl: -0.2791 (-0.2789) time: 0.7457 data: 0.0003 max mem: 29860 [08:58:24.128324] Epoch: [305] [ 420/2904] eta: 0:32:29 lr: 0.001749 loss: 0.1773 (0.1905) loss_rec_all: 0.2031 (0.2164) loss_rec_sfr: 0.2588 (0.2793) loss_cl: -0.2781 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [08:58:39.035056] Epoch: [305] [ 440/2904] eta: 0:32:09 lr: 0.001749 loss: 0.1836 (0.1908) loss_rec_all: 0.2099 (0.2167) loss_rec_sfr: 0.2622 (0.2806) loss_cl: -0.2780 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [08:58:53.947831] Epoch: [305] [ 460/2904] eta: 0:31:49 lr: 0.001749 loss: 0.1781 (0.1904) loss_rec_all: 0.2042 (0.2163) loss_rec_sfr: 0.2330 (0.2791) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [08:59:08.856682] Epoch: [305] [ 480/2904] eta: 0:31:30 lr: 0.001748 loss: 0.1841 (0.1906) loss_rec_all: 0.2102 (0.2166) loss_rec_sfr: 0.2579 (0.2796) loss_cl: -0.2794 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [08:59:23.767937] Epoch: [305] [ 500/2904] eta: 0:31:11 lr: 0.001748 loss: 0.1853 (0.1905) loss_rec_all: 0.2116 (0.2165) loss_rec_sfr: 0.2600 (0.2790) loss_cl: -0.2796 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [08:59:38.672867] Epoch: [305] [ 520/2904] eta: 0:30:52 lr: 0.001748 loss: 0.1840 (0.1910) loss_rec_all: 0.2102 (0.2169) loss_rec_sfr: 0.2740 (0.2807) loss_cl: -0.2794 (-0.2789) time: 0.7452 data: 0.0003 max mem: 29860 [08:59:53.583527] Epoch: [305] [ 540/2904] eta: 0:30:34 lr: 0.001748 loss: 0.1841 (0.1912) loss_rec_all: 0.2103 (0.2171) loss_rec_sfr: 0.2637 (0.2811) loss_cl: -0.2791 (-0.2789) time: 0.7455 data: 0.0003 max mem: 29860 [09:00:08.492408] Epoch: [305] [ 560/2904] eta: 0:30:16 lr: 0.001748 loss: 0.1773 (0.1909) loss_rec_all: 0.2036 (0.2168) loss_rec_sfr: 0.2596 (0.2804) loss_cl: -0.2782 (-0.2789) time: 0.7454 data: 0.0003 max mem: 29860 [09:00:23.405499] Epoch: [305] [ 580/2904] eta: 0:29:58 lr: 0.001748 loss: 0.1805 (0.1908) loss_rec_all: 0.2067 (0.2167) loss_rec_sfr: 0.2567 (0.2799) loss_cl: -0.2784 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [09:00:38.316166] Epoch: [305] [ 600/2904] eta: 0:29:40 lr: 0.001748 loss: 0.1788 (0.1907) loss_rec_all: 0.2047 (0.2166) loss_rec_sfr: 0.2553 (0.2792) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [09:00:53.227256] Epoch: [305] [ 620/2904] eta: 0:29:23 lr: 0.001748 loss: 0.1844 (0.1910) loss_rec_all: 0.2108 (0.2169) loss_rec_sfr: 0.2519 (0.2802) loss_cl: -0.2793 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [09:01:08.133179] Epoch: [305] [ 640/2904] eta: 0:29:06 lr: 0.001748 loss: 0.1809 (0.1908) loss_rec_all: 0.2073 (0.2168) loss_rec_sfr: 0.2556 (0.2795) loss_cl: -0.2790 (-0.2789) time: 0.7453 data: 0.0003 max mem: 29860 [09:01:23.040796] Epoch: [305] [ 660/2904] eta: 0:28:48 lr: 0.001748 loss: 0.1805 (0.1908) loss_rec_all: 0.2066 (0.2167) loss_rec_sfr: 0.2662 (0.2795) loss_cl: -0.2782 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [09:01:37.951212] Epoch: [305] [ 680/2904] eta: 0:28:31 lr: 0.001748 loss: 0.1795 (0.1906) loss_rec_all: 0.2055 (0.2166) loss_rec_sfr: 0.2614 (0.2793) loss_cl: -0.2781 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [09:01:52.854459] Epoch: [305] [ 700/2904] eta: 0:28:14 lr: 0.001748 loss: 0.1790 (0.1906) loss_rec_all: 0.2050 (0.2165) loss_rec_sfr: 0.2591 (0.2792) loss_cl: -0.2783 (-0.2788) time: 0.7451 data: 0.0003 max mem: 29860 [09:02:07.758636] Epoch: [305] [ 720/2904] eta: 0:27:58 lr: 0.001748 loss: 0.1817 (0.1908) loss_rec_all: 0.2079 (0.2167) loss_rec_sfr: 0.2657 (0.2798) loss_cl: -0.2798 (-0.2788) time: 0.7452 data: 0.0003 max mem: 29860 [09:02:22.670921] Epoch: [305] [ 740/2904] eta: 0:27:41 lr: 0.001748 loss: 0.1794 (0.1908) loss_rec_all: 0.2059 (0.2167) loss_rec_sfr: 0.2731 (0.2798) loss_cl: -0.2797 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [09:02:37.580087] Epoch: [305] [ 760/2904] eta: 0:27:24 lr: 0.001748 loss: 0.1780 (0.1906) loss_rec_all: 0.2047 (0.2165) loss_rec_sfr: 0.2556 (0.2792) loss_cl: -0.2801 (-0.2789) time: 0.7454 data: 0.0003 max mem: 29860 [09:02:52.491346] Epoch: [305] [ 780/2904] eta: 0:27:08 lr: 0.001748 loss: 0.1818 (0.1908) loss_rec_all: 0.2077 (0.2167) loss_rec_sfr: 0.2649 (0.2797) loss_cl: -0.2785 (-0.2789) time: 0.7455 data: 0.0003 max mem: 29860 [09:03:07.392413] Epoch: [305] [ 800/2904] eta: 0:26:51 lr: 0.001748 loss: 0.1748 (0.1906) loss_rec_all: 0.2013 (0.2165) loss_rec_sfr: 0.2222 (0.2791) loss_cl: -0.2786 (-0.2789) time: 0.7450 data: 0.0003 max mem: 29860 [09:03:22.300823] Epoch: [305] [ 820/2904] eta: 0:26:35 lr: 0.001748 loss: 0.1849 (0.1908) loss_rec_all: 0.2107 (0.2167) loss_rec_sfr: 0.2637 (0.2798) loss_cl: -0.2792 (-0.2789) time: 0.7454 data: 0.0003 max mem: 29860 [09:03:37.211482] Epoch: [305] [ 840/2904] eta: 0:26:19 lr: 0.001748 loss: 0.1817 (0.1908) loss_rec_all: 0.2082 (0.2168) loss_rec_sfr: 0.2597 (0.2799) loss_cl: -0.2786 (-0.2789) time: 0.7455 data: 0.0003 max mem: 29860 [09:03:52.120062] Epoch: [305] [ 860/2904] eta: 0:26:02 lr: 0.001748 loss: 0.1793 (0.1908) loss_rec_all: 0.2052 (0.2167) loss_rec_sfr: 0.2661 (0.2797) loss_cl: -0.2788 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [09:04:07.026257] Epoch: [305] [ 880/2904] eta: 0:25:46 lr: 0.001748 loss: 0.1721 (0.1907) loss_rec_all: 0.1989 (0.2166) loss_rec_sfr: 0.2171 (0.2792) loss_cl: -0.2793 (-0.2789) time: 0.7453 data: 0.0003 max mem: 29860 [09:04:21.928583] Epoch: [305] [ 900/2904] eta: 0:25:30 lr: 0.001748 loss: 0.1807 (0.1907) loss_rec_all: 0.2070 (0.2166) loss_rec_sfr: 0.2567 (0.2792) loss_cl: -0.2800 (-0.2789) time: 0.7451 data: 0.0003 max mem: 29860 [09:04:36.830390] Epoch: [305] [ 920/2904] eta: 0:25:14 lr: 0.001748 loss: 0.1804 (0.1908) loss_rec_all: 0.2068 (0.2167) loss_rec_sfr: 0.2715 (0.2795) loss_cl: -0.2786 (-0.2789) time: 0.7450 data: 0.0003 max mem: 29860 [09:04:51.738010] Epoch: [305] [ 940/2904] eta: 0:24:58 lr: 0.001748 loss: 0.1815 (0.1908) loss_rec_all: 0.2074 (0.2167) loss_rec_sfr: 0.2545 (0.2795) loss_cl: -0.2781 (-0.2789) time: 0.7453 data: 0.0003 max mem: 29860 [09:05:06.648709] Epoch: [305] [ 960/2904] eta: 0:24:42 lr: 0.001748 loss: 0.1795 (0.1907) loss_rec_all: 0.2054 (0.2166) loss_rec_sfr: 0.2664 (0.2794) loss_cl: -0.2779 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [09:05:21.560193] Epoch: [305] [ 980/2904] eta: 0:24:26 lr: 0.001748 loss: 0.1797 (0.1906) loss_rec_all: 0.2058 (0.2165) loss_rec_sfr: 0.2534 (0.2790) loss_cl: -0.2791 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [09:05:36.486469] Epoch: [305] [1000/2904] eta: 0:24:10 lr: 0.001748 loss: 0.1796 (0.1906) loss_rec_all: 0.2055 (0.2165) loss_rec_sfr: 0.2637 (0.2790) loss_cl: -0.2798 (-0.2789) time: 0.7463 data: 0.0003 max mem: 29860 [09:05:51.409232] Epoch: [305] [1020/2904] eta: 0:23:54 lr: 0.001748 loss: 0.1808 (0.1905) loss_rec_all: 0.2071 (0.2164) loss_rec_sfr: 0.2641 (0.2788) loss_cl: -0.2797 (-0.2789) time: 0.7461 data: 0.0003 max mem: 29860 [09:06:06.318933] Epoch: [305] [1040/2904] eta: 0:23:39 lr: 0.001748 loss: 0.1800 (0.1905) loss_rec_all: 0.2060 (0.2164) loss_rec_sfr: 0.2675 (0.2789) loss_cl: -0.2789 (-0.2789) time: 0.7454 data: 0.0003 max mem: 29860 [09:06:21.235212] Epoch: [305] [1060/2904] eta: 0:23:23 lr: 0.001748 loss: 0.1824 (0.1905) loss_rec_all: 0.2084 (0.2164) loss_rec_sfr: 0.2589 (0.2789) loss_cl: -0.2779 (-0.2789) time: 0.7458 data: 0.0003 max mem: 29860 [09:06:36.147545] Epoch: [305] [1080/2904] eta: 0:23:07 lr: 0.001748 loss: 0.1788 (0.1905) loss_rec_all: 0.2047 (0.2164) loss_rec_sfr: 0.2577 (0.2788) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [09:06:51.062692] Epoch: [305] [1100/2904] eta: 0:22:51 lr: 0.001748 loss: 0.1802 (0.1906) loss_rec_all: 0.2066 (0.2165) loss_rec_sfr: 0.2588 (0.2789) loss_cl: -0.2800 (-0.2789) time: 0.7457 data: 0.0003 max mem: 29860 [09:07:05.981993] Epoch: [305] [1120/2904] eta: 0:22:36 lr: 0.001748 loss: 0.1834 (0.1906) loss_rec_all: 0.2096 (0.2166) loss_rec_sfr: 0.2644 (0.2788) loss_cl: -0.2796 (-0.2789) time: 0.7459 data: 0.0003 max mem: 29860 [09:07:20.890977] Epoch: [305] [1140/2904] eta: 0:22:20 lr: 0.001747 loss: 0.1794 (0.1906) loss_rec_all: 0.2053 (0.2165) loss_rec_sfr: 0.2559 (0.2786) loss_cl: -0.2784 (-0.2789) time: 0.7454 data: 0.0003 max mem: 29860 [09:07:35.799239] Epoch: [305] [1160/2904] eta: 0:22:04 lr: 0.001747 loss: 0.1779 (0.1904) loss_rec_all: 0.2046 (0.2164) loss_rec_sfr: 0.2620 (0.2781) loss_cl: -0.2784 (-0.2789) time: 0.7454 data: 0.0003 max mem: 29860 [09:07:50.708706] Epoch: [305] [1180/2904] eta: 0:21:49 lr: 0.001747 loss: 0.1774 (0.1903) loss_rec_all: 0.2037 (0.2163) loss_rec_sfr: 0.2334 (0.2777) loss_cl: -0.2789 (-0.2789) time: 0.7454 data: 0.0003 max mem: 29860 [09:08:05.618026] Epoch: [305] [1200/2904] eta: 0:21:33 lr: 0.001747 loss: 0.1784 (0.1903) loss_rec_all: 0.2045 (0.2163) loss_rec_sfr: 0.2653 (0.2779) loss_cl: -0.2789 (-0.2789) time: 0.7454 data: 0.0003 max mem: 29860 [09:08:20.528964] Epoch: [305] [1220/2904] eta: 0:21:18 lr: 0.001747 loss: 0.1808 (0.1903) loss_rec_all: 0.2072 (0.2162) loss_rec_sfr: 0.2623 (0.2777) loss_cl: -0.2784 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [09:08:35.443836] Epoch: [305] [1240/2904] eta: 0:21:02 lr: 0.001747 loss: 0.1807 (0.1904) loss_rec_all: 0.2068 (0.2163) loss_rec_sfr: 0.2388 (0.2778) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [09:08:50.355316] Epoch: [305] [1260/2904] eta: 0:20:47 lr: 0.001747 loss: 0.1811 (0.1904) loss_rec_all: 0.2072 (0.2163) loss_rec_sfr: 0.2558 (0.2779) loss_cl: -0.2794 (-0.2789) time: 0.7455 data: 0.0003 max mem: 29860 [09:09:05.273852] Epoch: [305] [1280/2904] eta: 0:20:31 lr: 0.001747 loss: 0.1797 (0.1903) loss_rec_all: 0.2057 (0.2163) loss_rec_sfr: 0.2620 (0.2778) loss_cl: -0.2796 (-0.2789) time: 0.7459 data: 0.0003 max mem: 29860 [09:09:20.186419] Epoch: [305] [1300/2904] eta: 0:20:16 lr: 0.001747 loss: 0.1773 (0.1904) loss_rec_all: 0.2032 (0.2163) loss_rec_sfr: 0.2607 (0.2780) loss_cl: -0.2787 (-0.2789) time: 0.7456 data: 0.0003 max mem: 29860 [09:09:35.092572] Epoch: [305] [1320/2904] eta: 0:20:00 lr: 0.001747 loss: 0.1796 (0.1904) loss_rec_all: 0.2057 (0.2163) loss_rec_sfr: 0.2513 (0.2779) loss_cl: -0.2790 (-0.2789) time: 0.7453 data: 0.0003 max mem: 29860 [09:09:50.004221] Epoch: [305] [1340/2904] eta: 0:19:45 lr: 0.001747 loss: 0.1788 (0.1902) loss_rec_all: 0.2048 (0.2162) loss_rec_sfr: 0.2626 (0.2776) loss_cl: -0.2787 (-0.2789) time: 0.7455 data: 0.0003 max mem: 29860 [09:10:04.921149] Epoch: [305] [1360/2904] eta: 0:19:29 lr: 0.001747 loss: 0.1786 (0.1902) loss_rec_all: 0.2047 (0.2161) loss_rec_sfr: 0.2588 (0.2773) loss_cl: -0.2788 (-0.2789) time: 0.7458 data: 0.0003 max mem: 29860 [09:10:19.835048] Epoch: [305] [1380/2904] eta: 0:19:14 lr: 0.001747 loss: 0.1804 (0.1901) loss_rec_all: 0.2066 (0.2160) loss_rec_sfr: 0.2599 (0.2772) loss_cl: -0.2801 (-0.2789) time: 0.7457 data: 0.0003 max mem: 29860 [09:10:34.747307] Epoch: [305] [1400/2904] eta: 0:18:58 lr: 0.001747 loss: 0.1816 (0.1902) loss_rec_all: 0.2077 (0.2161) loss_rec_sfr: 0.2725 (0.2776) loss_cl: -0.2797 (-0.2789) time: 0.7456 data: 0.0003 max mem: 29860 [09:10:49.657568] Epoch: [305] [1420/2904] eta: 0:18:43 lr: 0.001747 loss: 0.1800 (0.1903) loss_rec_all: 0.2064 (0.2162) loss_rec_sfr: 0.2701 (0.2780) loss_cl: -0.2800 (-0.2789) time: 0.7455 data: 0.0003 max mem: 29860 [09:11:04.567818] Epoch: [305] [1440/2904] eta: 0:18:28 lr: 0.001747 loss: 0.1767 (0.1902) loss_rec_all: 0.2029 (0.2162) loss_rec_sfr: 0.2680 (0.2780) loss_cl: -0.2781 (-0.2789) time: 0.7455 data: 0.0003 max mem: 29860 [09:11:19.476072] Epoch: [305] [1460/2904] eta: 0:18:12 lr: 0.001747 loss: 0.1781 (0.1901) loss_rec_all: 0.2041 (0.2160) loss_rec_sfr: 0.2626 (0.2776) loss_cl: -0.2801 (-0.2789) time: 0.7454 data: 0.0003 max mem: 29860 [09:11:34.390495] Epoch: [305] [1480/2904] eta: 0:17:57 lr: 0.001747 loss: 0.1796 (0.1901) loss_rec_all: 0.2058 (0.2160) loss_rec_sfr: 0.2553 (0.2775) loss_cl: -0.2798 (-0.2789) time: 0.7457 data: 0.0003 max mem: 29860 [09:11:49.304003] Epoch: [305] [1500/2904] eta: 0:17:42 lr: 0.001747 loss: 0.1785 (0.1901) loss_rec_all: 0.2049 (0.2160) loss_rec_sfr: 0.2245 (0.2774) loss_cl: -0.2800 (-0.2789) time: 0.7456 data: 0.0003 max mem: 29860 [09:12:04.219483] Epoch: [305] [1520/2904] eta: 0:17:26 lr: 0.001747 loss: 0.1788 (0.1900) loss_rec_all: 0.2049 (0.2160) loss_rec_sfr: 0.2594 (0.2773) loss_cl: -0.2801 (-0.2789) time: 0.7457 data: 0.0003 max mem: 29860 [09:12:19.141288] Epoch: [305] [1540/2904] eta: 0:17:11 lr: 0.001747 loss: 0.1780 (0.1900) loss_rec_all: 0.2046 (0.2159) loss_rec_sfr: 0.2297 (0.2769) loss_cl: -0.2785 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [09:12:34.055464] Epoch: [305] [1560/2904] eta: 0:16:56 lr: 0.001747 loss: 0.1816 (0.1900) loss_rec_all: 0.2077 (0.2159) loss_rec_sfr: 0.2653 (0.2771) loss_cl: -0.2787 (-0.2789) time: 0.7457 data: 0.0003 max mem: 29860 [09:12:48.966288] Epoch: [305] [1580/2904] eta: 0:16:40 lr: 0.001747 loss: 0.1804 (0.1900) loss_rec_all: 0.2067 (0.2160) loss_rec_sfr: 0.2544 (0.2771) loss_cl: -0.2789 (-0.2789) time: 0.7455 data: 0.0003 max mem: 29860 [09:13:03.876681] Epoch: [305] [1600/2904] eta: 0:16:25 lr: 0.001747 loss: 0.1866 (0.1901) loss_rec_all: 0.2126 (0.2160) loss_rec_sfr: 0.2599 (0.2772) loss_cl: -0.2787 (-0.2789) time: 0.7455 data: 0.0003 max mem: 29860 [09:13:18.784813] Epoch: [305] [1620/2904] eta: 0:16:10 lr: 0.001747 loss: 0.1797 (0.1900) loss_rec_all: 0.2061 (0.2160) loss_rec_sfr: 0.2572 (0.2770) loss_cl: -0.2787 (-0.2789) time: 0.7454 data: 0.0003 max mem: 29860 [09:13:33.695512] Epoch: [305] [1640/2904] eta: 0:15:55 lr: 0.001747 loss: 0.1768 (0.1900) loss_rec_all: 0.2028 (0.2160) loss_rec_sfr: 0.2320 (0.2770) loss_cl: -0.2786 (-0.2789) time: 0.7455 data: 0.0003 max mem: 29860 [09:13:48.605563] Epoch: [305] [1660/2904] eta: 0:15:39 lr: 0.001747 loss: 0.1793 (0.1900) loss_rec_all: 0.2054 (0.2160) loss_rec_sfr: 0.2569 (0.2768) loss_cl: -0.2796 (-0.2789) time: 0.7455 data: 0.0003 max mem: 29860 [09:14:03.516057] Epoch: [305] [1680/2904] eta: 0:15:24 lr: 0.001747 loss: 0.1856 (0.1900) loss_rec_all: 0.2114 (0.2160) loss_rec_sfr: 0.2612 (0.2769) loss_cl: -0.2788 (-0.2789) time: 0.7455 data: 0.0003 max mem: 29860 [09:14:18.429717] Epoch: [305] [1700/2904] eta: 0:15:09 lr: 0.001747 loss: 0.1806 (0.1900) loss_rec_all: 0.2067 (0.2160) loss_rec_sfr: 0.2654 (0.2769) loss_cl: -0.2790 (-0.2789) time: 0.7456 data: 0.0003 max mem: 29860 [09:14:33.342962] Epoch: [305] [1720/2904] eta: 0:14:54 lr: 0.001747 loss: 0.1824 (0.1901) loss_rec_all: 0.2087 (0.2161) loss_rec_sfr: 0.2619 (0.2772) loss_cl: -0.2787 (-0.2789) time: 0.7456 data: 0.0003 max mem: 29860 [09:14:48.258684] Epoch: [305] [1740/2904] eta: 0:14:38 lr: 0.001747 loss: 0.1832 (0.1902) loss_rec_all: 0.2097 (0.2161) loss_rec_sfr: 0.2641 (0.2773) loss_cl: -0.2784 (-0.2789) time: 0.7457 data: 0.0003 max mem: 29860 [09:15:03.173195] Epoch: [305] [1760/2904] eta: 0:14:23 lr: 0.001747 loss: 0.1840 (0.1903) loss_rec_all: 0.2104 (0.2163) loss_rec_sfr: 0.2650 (0.2779) loss_cl: -0.2780 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [09:15:18.087144] Epoch: [305] [1780/2904] eta: 0:14:08 lr: 0.001746 loss: 0.1838 (0.1904) loss_rec_all: 0.2101 (0.2163) loss_rec_sfr: 0.2643 (0.2779) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [09:15:32.998078] Epoch: [305] [1800/2904] eta: 0:13:53 lr: 0.001746 loss: 0.1832 (0.1903) loss_rec_all: 0.2093 (0.2163) loss_rec_sfr: 0.2693 (0.2779) loss_cl: -0.2801 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [09:15:47.906859] Epoch: [305] [1820/2904] eta: 0:13:37 lr: 0.001746 loss: 0.1835 (0.1903) loss_rec_all: 0.2094 (0.2163) loss_rec_sfr: 0.2614 (0.2777) loss_cl: -0.2796 (-0.2789) time: 0.7454 data: 0.0003 max mem: 29860 [09:16:02.816876] Epoch: [305] [1840/2904] eta: 0:13:22 lr: 0.001746 loss: 0.1829 (0.1903) loss_rec_all: 0.2088 (0.2163) loss_rec_sfr: 0.2650 (0.2777) loss_cl: -0.2790 (-0.2789) time: 0.7455 data: 0.0003 max mem: 29860 [09:16:17.725344] Epoch: [305] [1860/2904] eta: 0:13:07 lr: 0.001746 loss: 0.1821 (0.1904) loss_rec_all: 0.2083 (0.2163) loss_rec_sfr: 0.2682 (0.2779) loss_cl: -0.2782 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [09:16:32.634910] Epoch: [305] [1880/2904] eta: 0:12:52 lr: 0.001746 loss: 0.1797 (0.1904) loss_rec_all: 0.2055 (0.2163) loss_rec_sfr: 0.2540 (0.2778) loss_cl: -0.2783 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [09:16:47.547641] Epoch: [305] [1900/2904] eta: 0:12:37 lr: 0.001746 loss: 0.1801 (0.1903) loss_rec_all: 0.2065 (0.2163) loss_rec_sfr: 0.2640 (0.2777) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [09:17:02.462007] Epoch: [305] [1920/2904] eta: 0:12:22 lr: 0.001746 loss: 0.1814 (0.1903) loss_rec_all: 0.2073 (0.2163) loss_rec_sfr: 0.2548 (0.2776) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [09:17:17.374758] Epoch: [305] [1940/2904] eta: 0:12:06 lr: 0.001746 loss: 0.1818 (0.1904) loss_rec_all: 0.2079 (0.2163) loss_rec_sfr: 0.2667 (0.2779) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [09:17:32.287645] Epoch: [305] [1960/2904] eta: 0:11:51 lr: 0.001746 loss: 0.1802 (0.1903) loss_rec_all: 0.2066 (0.2163) loss_rec_sfr: 0.2644 (0.2778) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [09:17:47.203296] Epoch: [305] [1980/2904] eta: 0:11:36 lr: 0.001746 loss: 0.1836 (0.1904) loss_rec_all: 0.2097 (0.2163) loss_rec_sfr: 0.2580 (0.2779) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [09:18:02.119540] Epoch: [305] [2000/2904] eta: 0:11:21 lr: 0.001746 loss: 0.1810 (0.1905) loss_rec_all: 0.2070 (0.2164) loss_rec_sfr: 0.2605 (0.2782) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [09:18:17.032845] Epoch: [305] [2020/2904] eta: 0:11:06 lr: 0.001746 loss: 0.1786 (0.1904) loss_rec_all: 0.2044 (0.2163) loss_rec_sfr: 0.2641 (0.2781) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [09:18:31.951222] Epoch: [305] [2040/2904] eta: 0:10:51 lr: 0.001746 loss: 0.1788 (0.1903) loss_rec_all: 0.2046 (0.2163) loss_rec_sfr: 0.2502 (0.2779) loss_cl: -0.2784 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [09:18:46.866485] Epoch: [305] [2060/2904] eta: 0:10:35 lr: 0.001746 loss: 0.1804 (0.1903) loss_rec_all: 0.2062 (0.2163) loss_rec_sfr: 0.2563 (0.2779) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [09:19:01.778024] Epoch: [305] [2080/2904] eta: 0:10:20 lr: 0.001746 loss: 0.1816 (0.1903) loss_rec_all: 0.2075 (0.2162) loss_rec_sfr: 0.2512 (0.2777) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [09:19:16.684332] Epoch: [305] [2100/2904] eta: 0:10:05 lr: 0.001746 loss: 0.1803 (0.1903) loss_rec_all: 0.2065 (0.2162) loss_rec_sfr: 0.2552 (0.2777) loss_cl: -0.2790 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [09:19:31.599014] Epoch: [305] [2120/2904] eta: 0:09:50 lr: 0.001746 loss: 0.1824 (0.1903) loss_rec_all: 0.2085 (0.2162) loss_rec_sfr: 0.2576 (0.2777) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [09:19:46.507258] Epoch: [305] [2140/2904] eta: 0:09:35 lr: 0.001746 loss: 0.1788 (0.1903) loss_rec_all: 0.2053 (0.2163) loss_rec_sfr: 0.2316 (0.2776) loss_cl: -0.2784 (-0.2788) time: 0.7453 data: 0.0004 max mem: 29860 [09:20:01.425601] Epoch: [305] [2160/2904] eta: 0:09:20 lr: 0.001746 loss: 0.1771 (0.1903) loss_rec_all: 0.2034 (0.2162) loss_rec_sfr: 0.2116 (0.2774) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0004 max mem: 29860 [09:20:16.340119] Epoch: [305] [2180/2904] eta: 0:09:05 lr: 0.001746 loss: 0.1798 (0.1903) loss_rec_all: 0.2058 (0.2162) loss_rec_sfr: 0.2620 (0.2773) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [09:20:31.259035] Epoch: [305] [2200/2904] eta: 0:08:50 lr: 0.001746 loss: 0.1804 (0.1903) loss_rec_all: 0.2068 (0.2162) loss_rec_sfr: 0.2591 (0.2774) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [09:20:46.172135] Epoch: [305] [2220/2904] eta: 0:08:35 lr: 0.001746 loss: 0.1783 (0.1903) loss_rec_all: 0.2043 (0.2162) loss_rec_sfr: 0.2553 (0.2772) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [09:21:01.086497] Epoch: [305] [2240/2904] eta: 0:08:19 lr: 0.001746 loss: 0.1762 (0.1902) loss_rec_all: 0.2026 (0.2161) loss_rec_sfr: 0.2216 (0.2770) loss_cl: -0.2781 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [09:21:16.000117] Epoch: [305] [2260/2904] eta: 0:08:04 lr: 0.001746 loss: 0.1808 (0.1902) loss_rec_all: 0.2067 (0.2162) loss_rec_sfr: 0.2678 (0.2771) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [09:21:30.913634] Epoch: [305] [2280/2904] eta: 0:07:49 lr: 0.001746 loss: 0.1824 (0.1903) loss_rec_all: 0.2083 (0.2162) loss_rec_sfr: 0.2324 (0.2771) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [09:21:45.821843] Epoch: [305] [2300/2904] eta: 0:07:34 lr: 0.001746 loss: 0.1810 (0.1902) loss_rec_all: 0.2070 (0.2162) loss_rec_sfr: 0.2660 (0.2771) loss_cl: -0.2797 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [09:22:00.737143] Epoch: [305] [2320/2904] eta: 0:07:19 lr: 0.001746 loss: 0.1793 (0.1903) loss_rec_all: 0.2053 (0.2162) loss_rec_sfr: 0.2349 (0.2772) loss_cl: -0.2801 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [09:22:15.651215] Epoch: [305] [2340/2904] eta: 0:07:04 lr: 0.001746 loss: 0.1843 (0.1904) loss_rec_all: 0.2104 (0.2164) loss_rec_sfr: 0.2833 (0.2778) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [09:22:30.566085] Epoch: [305] [2360/2904] eta: 0:06:49 lr: 0.001746 loss: 0.1817 (0.1904) loss_rec_all: 0.2075 (0.2164) loss_rec_sfr: 0.2629 (0.2778) loss_cl: -0.2779 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [09:22:45.480112] Epoch: [305] [2380/2904] eta: 0:06:34 lr: 0.001746 loss: 0.1797 (0.1904) loss_rec_all: 0.2056 (0.2164) loss_rec_sfr: 0.2690 (0.2779) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [09:23:00.394872] Epoch: [305] [2400/2904] eta: 0:06:19 lr: 0.001746 loss: 0.1815 (0.1904) loss_rec_all: 0.2080 (0.2163) loss_rec_sfr: 0.2556 (0.2776) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [09:23:15.306820] Epoch: [305] [2420/2904] eta: 0:06:04 lr: 0.001746 loss: 0.1775 (0.1904) loss_rec_all: 0.2040 (0.2163) loss_rec_sfr: 0.2569 (0.2776) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [09:23:30.218093] Epoch: [305] [2440/2904] eta: 0:05:49 lr: 0.001745 loss: 0.1806 (0.1903) loss_rec_all: 0.2069 (0.2163) loss_rec_sfr: 0.2525 (0.2775) loss_cl: -0.2794 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [09:23:45.128478] Epoch: [305] [2460/2904] eta: 0:05:33 lr: 0.001745 loss: 0.1779 (0.1902) loss_rec_all: 0.2043 (0.2162) loss_rec_sfr: 0.2620 (0.2773) loss_cl: -0.2795 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [09:24:00.039461] Epoch: [305] [2480/2904] eta: 0:05:18 lr: 0.001745 loss: 0.1838 (0.1902) loss_rec_all: 0.2097 (0.2162) loss_rec_sfr: 0.2676 (0.2773) loss_cl: -0.2785 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [09:24:14.946950] Epoch: [305] [2500/2904] eta: 0:05:03 lr: 0.001745 loss: 0.1789 (0.1903) loss_rec_all: 0.2053 (0.2162) loss_rec_sfr: 0.2663 (0.2774) loss_cl: -0.2791 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [09:24:29.865068] Epoch: [305] [2520/2904] eta: 0:04:48 lr: 0.001745 loss: 0.1789 (0.1903) loss_rec_all: 0.2052 (0.2162) loss_rec_sfr: 0.2670 (0.2775) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [09:24:44.784927] Epoch: [305] [2540/2904] eta: 0:04:33 lr: 0.001745 loss: 0.1817 (0.1903) loss_rec_all: 0.2078 (0.2163) loss_rec_sfr: 0.2609 (0.2777) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [09:24:59.703798] Epoch: [305] [2560/2904] eta: 0:04:18 lr: 0.001745 loss: 0.1838 (0.1903) loss_rec_all: 0.2096 (0.2162) loss_rec_sfr: 0.2668 (0.2776) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [09:25:14.618022] Epoch: [305] [2580/2904] eta: 0:04:03 lr: 0.001745 loss: 0.1788 (0.1902) loss_rec_all: 0.2049 (0.2162) loss_rec_sfr: 0.2268 (0.2774) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [09:25:29.525222] Epoch: [305] [2600/2904] eta: 0:03:48 lr: 0.001745 loss: 0.1846 (0.1903) loss_rec_all: 0.2106 (0.2162) loss_rec_sfr: 0.2619 (0.2775) loss_cl: -0.2789 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [09:25:44.438527] Epoch: [305] [2620/2904] eta: 0:03:33 lr: 0.001745 loss: 0.1829 (0.1903) loss_rec_all: 0.2090 (0.2163) loss_rec_sfr: 0.2694 (0.2777) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [09:25:59.351996] Epoch: [305] [2640/2904] eta: 0:03:18 lr: 0.001745 loss: 0.1772 (0.1903) loss_rec_all: 0.2031 (0.2162) loss_rec_sfr: 0.2279 (0.2775) loss_cl: -0.2783 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [09:26:14.265750] Epoch: [305] [2660/2904] eta: 0:03:03 lr: 0.001745 loss: 0.1763 (0.1902) loss_rec_all: 0.2025 (0.2161) loss_rec_sfr: 0.2240 (0.2772) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [09:26:29.186302] Epoch: [305] [2680/2904] eta: 0:02:48 lr: 0.001745 loss: 0.1802 (0.1902) loss_rec_all: 0.2064 (0.2162) loss_rec_sfr: 0.2589 (0.2773) loss_cl: -0.2796 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [09:26:44.106252] Epoch: [305] [2700/2904] eta: 0:02:33 lr: 0.001745 loss: 0.1838 (0.1903) loss_rec_all: 0.2099 (0.2162) loss_rec_sfr: 0.2696 (0.2775) loss_cl: -0.2796 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [09:26:59.034097] Epoch: [305] [2720/2904] eta: 0:02:18 lr: 0.001745 loss: 0.1844 (0.1903) loss_rec_all: 0.2103 (0.2163) loss_rec_sfr: 0.2588 (0.2776) loss_cl: -0.2791 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [09:27:13.955133] Epoch: [305] [2740/2904] eta: 0:02:03 lr: 0.001745 loss: 0.1816 (0.1904) loss_rec_all: 0.2077 (0.2163) loss_rec_sfr: 0.2638 (0.2779) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [09:27:28.878113] Epoch: [305] [2760/2904] eta: 0:01:48 lr: 0.001745 loss: 0.1839 (0.1904) loss_rec_all: 0.2099 (0.2163) loss_rec_sfr: 0.2662 (0.2779) loss_cl: -0.2788 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [09:27:43.816232] Epoch: [305] [2780/2904] eta: 0:01:33 lr: 0.001745 loss: 0.1846 (0.1904) loss_rec_all: 0.2109 (0.2164) loss_rec_sfr: 0.2616 (0.2780) loss_cl: -0.2792 (-0.2788) time: 0.7469 data: 0.0003 max mem: 29860 [09:27:58.742470] Epoch: [305] [2800/2904] eta: 0:01:18 lr: 0.001745 loss: 0.1858 (0.1904) loss_rec_all: 0.2118 (0.2164) loss_rec_sfr: 0.2656 (0.2780) loss_cl: -0.2789 (-0.2788) time: 0.7463 data: 0.0003 max mem: 29860 [09:28:13.666951] Epoch: [305] [2820/2904] eta: 0:01:03 lr: 0.001745 loss: 0.1809 (0.1904) loss_rec_all: 0.2068 (0.2164) loss_rec_sfr: 0.2557 (0.2780) loss_cl: -0.2792 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [09:28:28.624757] Epoch: [305] [2840/2904] eta: 0:00:48 lr: 0.001745 loss: 0.1831 (0.1905) loss_rec_all: 0.2092 (0.2164) loss_rec_sfr: 0.2503 (0.2780) loss_cl: -0.2791 (-0.2788) time: 0.7479 data: 0.0025 max mem: 29860 [09:28:43.526026] Epoch: [305] [2860/2904] eta: 0:00:33 lr: 0.001745 loss: 0.1806 (0.1904) loss_rec_all: 0.2067 (0.2164) loss_rec_sfr: 0.2309 (0.2779) loss_cl: -0.2786 (-0.2788) time: 0.7450 data: 0.0001 max mem: 29860 [09:28:58.424697] Epoch: [305] [2880/2904] eta: 0:00:18 lr: 0.001745 loss: 0.1821 (0.1904) loss_rec_all: 0.2083 (0.2163) loss_rec_sfr: 0.2311 (0.2777) loss_cl: -0.2781 (-0.2788) time: 0.7449 data: 0.0001 max mem: 29860 [09:29:13.319669] Epoch: [305] [2900/2904] eta: 0:00:03 lr: 0.001745 loss: 0.1856 (0.1904) loss_rec_all: 0.2115 (0.2164) loss_rec_sfr: 0.2653 (0.2777) loss_cl: -0.2795 (-0.2788) time: 0.7447 data: 0.0001 max mem: 29860 [09:29:15.561816] Epoch: [305] [2903/2904] eta: 0:00:00 lr: 0.001745 loss: 0.1802 (0.1904) loss_rec_all: 0.2067 (0.2164) loss_rec_sfr: 0.2653 (0.2777) loss_cl: -0.2800 (-0.2788) time: 0.7447 data: 0.0001 max mem: 29860 [09:29:17.707696] Epoch: [305] Total time: 0:36:23 (0.7521 s / it) [09:29:17.708719] Averaged stats: lr: 0.001745 loss: 0.1802 (0.1929) loss_rec_all: 0.2067 (0.2165) loss_rec_sfr: 0.2653 (0.2780) loss_cl: -0.2800 (-0.2556) [09:29:17.713962] log_dir: ./checkpoint/VF2_ViT-B [09:29:34.831159] Epoch: [306] [ 0/2904] eta: 13:48:26 lr: 0.001745 loss: 0.1880 (0.1880) loss_rec_all: 0.2144 (0.2144) loss_rec_sfr: 0.2530 (0.2530) loss_cl: -0.2815 (-0.2815) time: 17.1164 data: 16.3854 max mem: 29860 [09:29:51.699964] Epoch: [306] [ 20/2904] eta: 1:17:47 lr: 0.001745 loss: 0.1775 (0.1852) loss_rec_all: 0.2037 (0.2113) loss_rec_sfr: 0.2599 (0.2640) loss_cl: -0.2792 (-0.2792) time: 0.8434 data: 0.0002 max mem: 29860 [09:30:06.590918] Epoch: [306] [ 40/2904] eta: 0:56:54 lr: 0.001745 loss: 0.1788 (0.1851) loss_rec_all: 0.2048 (0.2111) loss_rec_sfr: 0.2624 (0.2657) loss_cl: -0.2787 (-0.2789) time: 0.7445 data: 0.0002 max mem: 29860 [09:30:21.492031] Epoch: [306] [ 60/2904] eta: 0:49:33 lr: 0.001745 loss: 0.1772 (0.1879) loss_rec_all: 0.2033 (0.2139) loss_rec_sfr: 0.2664 (0.2761) loss_cl: -0.2785 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [09:30:36.395744] Epoch: [306] [ 80/2904] eta: 0:45:43 lr: 0.001745 loss: 0.1811 (0.1895) loss_rec_all: 0.2076 (0.2154) loss_rec_sfr: 0.2607 (0.2806) loss_cl: -0.2782 (-0.2785) time: 0.7451 data: 0.0002 max mem: 29860 [09:30:51.351610] Epoch: [306] [ 100/2904] eta: 0:43:19 lr: 0.001745 loss: 0.1824 (0.1903) loss_rec_all: 0.2087 (0.2162) loss_rec_sfr: 0.2547 (0.2808) loss_cl: -0.2793 (-0.2786) time: 0.7477 data: 0.0003 max mem: 29860 [09:31:06.290386] Epoch: [306] [ 120/2904] eta: 0:41:37 lr: 0.001745 loss: 0.1794 (0.1908) loss_rec_all: 0.2061 (0.2168) loss_rec_sfr: 0.2573 (0.2806) loss_cl: -0.2798 (-0.2788) time: 0.7469 data: 0.0003 max mem: 29860 [09:31:21.220244] Epoch: [306] [ 140/2904] eta: 0:40:20 lr: 0.001745 loss: 0.1796 (0.1906) loss_rec_all: 0.2059 (0.2165) loss_rec_sfr: 0.2677 (0.2804) loss_cl: -0.2787 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [09:31:36.155728] Epoch: [306] [ 160/2904] eta: 0:39:19 lr: 0.001745 loss: 0.1832 (0.1916) loss_rec_all: 0.2093 (0.2175) loss_rec_sfr: 0.2681 (0.2831) loss_cl: -0.2791 (-0.2789) time: 0.7467 data: 0.0002 max mem: 29860 [09:31:51.096547] Epoch: [306] [ 180/2904] eta: 0:38:28 lr: 0.001745 loss: 0.1784 (0.1914) loss_rec_all: 0.2049 (0.2173) loss_rec_sfr: 0.2570 (0.2814) loss_cl: -0.2784 (-0.2788) time: 0.7470 data: 0.0002 max mem: 29860 [09:32:06.028856] Epoch: [306] [ 200/2904] eta: 0:37:44 lr: 0.001744 loss: 0.1816 (0.1907) loss_rec_all: 0.2077 (0.2166) loss_rec_sfr: 0.2607 (0.2793) loss_cl: -0.2791 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [09:32:20.956600] Epoch: [306] [ 220/2904] eta: 0:37:05 lr: 0.001744 loss: 0.1810 (0.1903) loss_rec_all: 0.2070 (0.2162) loss_rec_sfr: 0.2601 (0.2775) loss_cl: -0.2786 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [09:32:35.888917] Epoch: [306] [ 240/2904] eta: 0:36:30 lr: 0.001744 loss: 0.1807 (0.1904) loss_rec_all: 0.2070 (0.2164) loss_rec_sfr: 0.2593 (0.2773) loss_cl: -0.2793 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [09:32:50.815173] Epoch: [306] [ 260/2904] eta: 0:35:58 lr: 0.001744 loss: 0.1843 (0.1905) loss_rec_all: 0.2104 (0.2164) loss_rec_sfr: 0.2572 (0.2769) loss_cl: -0.2797 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [09:33:05.757372] Epoch: [306] [ 280/2904] eta: 0:35:29 lr: 0.001744 loss: 0.1770 (0.1896) loss_rec_all: 0.2031 (0.2156) loss_rec_sfr: 0.2588 (0.2752) loss_cl: -0.2790 (-0.2789) time: 0.7471 data: 0.0002 max mem: 29860 [09:33:20.668616] Epoch: [306] [ 300/2904] eta: 0:35:01 lr: 0.001744 loss: 0.1782 (0.1891) loss_rec_all: 0.2048 (0.2151) loss_rec_sfr: 0.2598 (0.2737) loss_cl: -0.2791 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [09:33:35.751085] Epoch: [306] [ 320/2904] eta: 0:34:37 lr: 0.001744 loss: 0.1789 (0.1887) loss_rec_all: 0.2047 (0.2146) loss_rec_sfr: 0.2545 (0.2729) loss_cl: -0.2780 (-0.2788) time: 0.7541 data: 0.0002 max mem: 29860 [09:33:50.673700] Epoch: [306] [ 340/2904] eta: 0:34:12 lr: 0.001744 loss: 0.1759 (0.1885) loss_rec_all: 0.2023 (0.2145) loss_rec_sfr: 0.2264 (0.2725) loss_cl: -0.2780 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [09:34:05.591559] Epoch: [306] [ 360/2904] eta: 0:33:48 lr: 0.001744 loss: 0.1770 (0.1883) loss_rec_all: 0.2030 (0.2143) loss_rec_sfr: 0.2240 (0.2714) loss_cl: -0.2793 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [09:34:20.513719] Epoch: [306] [ 380/2904] eta: 0:33:25 lr: 0.001744 loss: 0.1808 (0.1885) loss_rec_all: 0.2071 (0.2144) loss_rec_sfr: 0.2620 (0.2717) loss_cl: -0.2793 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [09:34:35.438871] Epoch: [306] [ 400/2904] eta: 0:33:03 lr: 0.001744 loss: 0.1795 (0.1883) loss_rec_all: 0.2056 (0.2143) loss_rec_sfr: 0.2630 (0.2714) loss_cl: -0.2794 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [09:34:50.358304] Epoch: [306] [ 420/2904] eta: 0:32:42 lr: 0.001744 loss: 0.1791 (0.1883) loss_rec_all: 0.2055 (0.2143) loss_rec_sfr: 0.2281 (0.2710) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [09:35:05.281155] Epoch: [306] [ 440/2904] eta: 0:32:21 lr: 0.001744 loss: 0.1815 (0.1887) loss_rec_all: 0.2079 (0.2146) loss_rec_sfr: 0.2541 (0.2723) loss_cl: -0.2798 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [09:35:20.201402] Epoch: [306] [ 460/2904] eta: 0:32:01 lr: 0.001744 loss: 0.1869 (0.1895) loss_rec_all: 0.2129 (0.2154) loss_rec_sfr: 0.2613 (0.2747) loss_cl: -0.2784 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [09:35:35.130005] Epoch: [306] [ 480/2904] eta: 0:31:41 lr: 0.001744 loss: 0.1828 (0.1899) loss_rec_all: 0.2087 (0.2159) loss_rec_sfr: 0.2696 (0.2760) loss_cl: -0.2785 (-0.2788) time: 0.7464 data: 0.0003 max mem: 29860 [09:35:50.056673] Epoch: [306] [ 500/2904] eta: 0:31:22 lr: 0.001744 loss: 0.1797 (0.1899) loss_rec_all: 0.2056 (0.2158) loss_rec_sfr: 0.2662 (0.2765) loss_cl: -0.2795 (-0.2788) time: 0.7463 data: 0.0003 max mem: 29860 [09:36:04.980258] Epoch: [306] [ 520/2904] eta: 0:31:03 lr: 0.001744 loss: 0.1810 (0.1901) loss_rec_all: 0.2074 (0.2160) loss_rec_sfr: 0.2319 (0.2766) loss_cl: -0.2782 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [09:36:19.910693] Epoch: [306] [ 540/2904] eta: 0:30:44 lr: 0.001744 loss: 0.1802 (0.1900) loss_rec_all: 0.2060 (0.2160) loss_rec_sfr: 0.2594 (0.2761) loss_cl: -0.2784 (-0.2788) time: 0.7465 data: 0.0003 max mem: 29860 [09:36:34.839557] Epoch: [306] [ 560/2904] eta: 0:30:26 lr: 0.001744 loss: 0.1813 (0.1900) loss_rec_all: 0.2073 (0.2160) loss_rec_sfr: 0.2636 (0.2763) loss_cl: -0.2791 (-0.2788) time: 0.7464 data: 0.0003 max mem: 29860 [09:36:49.765223] Epoch: [306] [ 580/2904] eta: 0:30:08 lr: 0.001744 loss: 0.1786 (0.1900) loss_rec_all: 0.2052 (0.2159) loss_rec_sfr: 0.2579 (0.2759) loss_cl: -0.2795 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [09:37:04.688072] Epoch: [306] [ 600/2904] eta: 0:29:50 lr: 0.001744 loss: 0.1811 (0.1899) loss_rec_all: 0.2073 (0.2158) loss_rec_sfr: 0.2605 (0.2754) loss_cl: -0.2800 (-0.2789) time: 0.7461 data: 0.0003 max mem: 29860 [09:37:19.612078] Epoch: [306] [ 620/2904] eta: 0:29:32 lr: 0.001744 loss: 0.1795 (0.1897) loss_rec_all: 0.2056 (0.2156) loss_rec_sfr: 0.2586 (0.2747) loss_cl: -0.2786 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [09:37:34.529522] Epoch: [306] [ 640/2904] eta: 0:29:14 lr: 0.001744 loss: 0.1810 (0.1897) loss_rec_all: 0.2070 (0.2157) loss_rec_sfr: 0.2683 (0.2754) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [09:37:49.448082] Epoch: [306] [ 660/2904] eta: 0:28:57 lr: 0.001744 loss: 0.1798 (0.1896) loss_rec_all: 0.2064 (0.2156) loss_rec_sfr: 0.2323 (0.2745) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [09:38:04.368235] Epoch: [306] [ 680/2904] eta: 0:28:39 lr: 0.001744 loss: 0.1786 (0.1897) loss_rec_all: 0.2045 (0.2156) loss_rec_sfr: 0.2551 (0.2746) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [09:38:19.287851] Epoch: [306] [ 700/2904] eta: 0:28:22 lr: 0.001744 loss: 0.1818 (0.1898) loss_rec_all: 0.2077 (0.2158) loss_rec_sfr: 0.2731 (0.2754) loss_cl: -0.2791 (-0.2789) time: 0.7459 data: 0.0003 max mem: 29860 [09:38:34.205703] Epoch: [306] [ 720/2904] eta: 0:28:05 lr: 0.001744 loss: 0.1767 (0.1896) loss_rec_all: 0.2027 (0.2156) loss_rec_sfr: 0.2271 (0.2746) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [09:38:49.123170] Epoch: [306] [ 740/2904] eta: 0:27:48 lr: 0.001744 loss: 0.1772 (0.1895) loss_rec_all: 0.2037 (0.2155) loss_rec_sfr: 0.2543 (0.2741) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [09:39:04.033380] Epoch: [306] [ 760/2904] eta: 0:27:31 lr: 0.001744 loss: 0.1821 (0.1894) loss_rec_all: 0.2080 (0.2153) loss_rec_sfr: 0.2574 (0.2737) loss_cl: -0.2783 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [09:39:18.950296] Epoch: [306] [ 780/2904] eta: 0:27:15 lr: 0.001744 loss: 0.1855 (0.1896) loss_rec_all: 0.2116 (0.2156) loss_rec_sfr: 0.2591 (0.2742) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [09:39:33.875140] Epoch: [306] [ 800/2904] eta: 0:26:58 lr: 0.001744 loss: 0.1800 (0.1895) loss_rec_all: 0.2064 (0.2155) loss_rec_sfr: 0.2577 (0.2738) loss_cl: -0.2788 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [09:39:48.796567] Epoch: [306] [ 820/2904] eta: 0:26:41 lr: 0.001744 loss: 0.1782 (0.1894) loss_rec_all: 0.2046 (0.2153) loss_rec_sfr: 0.2628 (0.2737) loss_cl: -0.2782 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [09:40:03.712942] Epoch: [306] [ 840/2904] eta: 0:26:25 lr: 0.001744 loss: 0.1821 (0.1898) loss_rec_all: 0.2082 (0.2157) loss_rec_sfr: 0.2743 (0.2748) loss_cl: -0.2784 (-0.2788) time: 0.7457 data: 0.0004 max mem: 29860 [09:40:18.626855] Epoch: [306] [ 860/2904] eta: 0:26:08 lr: 0.001743 loss: 0.1775 (0.1897) loss_rec_all: 0.2038 (0.2157) loss_rec_sfr: 0.2588 (0.2748) loss_cl: -0.2795 (-0.2788) time: 0.7456 data: 0.0004 max mem: 29860 [09:40:33.540900] Epoch: [306] [ 880/2904] eta: 0:25:52 lr: 0.001743 loss: 0.1818 (0.1898) loss_rec_all: 0.2079 (0.2158) loss_rec_sfr: 0.2666 (0.2753) loss_cl: -0.2793 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [09:40:48.463565] Epoch: [306] [ 900/2904] eta: 0:25:36 lr: 0.001743 loss: 0.1830 (0.1900) loss_rec_all: 0.2088 (0.2160) loss_rec_sfr: 0.2634 (0.2760) loss_cl: -0.2785 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [09:41:03.380108] Epoch: [306] [ 920/2904] eta: 0:25:20 lr: 0.001743 loss: 0.1813 (0.1902) loss_rec_all: 0.2077 (0.2161) loss_rec_sfr: 0.2666 (0.2764) loss_cl: -0.2779 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [09:41:18.296294] Epoch: [306] [ 940/2904] eta: 0:25:03 lr: 0.001743 loss: 0.1803 (0.1902) loss_rec_all: 0.2060 (0.2161) loss_rec_sfr: 0.2682 (0.2766) loss_cl: -0.2777 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [09:41:33.216072] Epoch: [306] [ 960/2904] eta: 0:24:47 lr: 0.001743 loss: 0.1815 (0.1902) loss_rec_all: 0.2076 (0.2161) loss_rec_sfr: 0.2602 (0.2767) loss_cl: -0.2784 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [09:41:48.132114] Epoch: [306] [ 980/2904] eta: 0:24:31 lr: 0.001743 loss: 0.1831 (0.1903) loss_rec_all: 0.2092 (0.2163) loss_rec_sfr: 0.2580 (0.2770) loss_cl: -0.2794 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [09:42:03.048783] Epoch: [306] [1000/2904] eta: 0:24:15 lr: 0.001743 loss: 0.1810 (0.1904) loss_rec_all: 0.2075 (0.2163) loss_rec_sfr: 0.2546 (0.2770) loss_cl: -0.2800 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [09:42:17.965525] Epoch: [306] [1020/2904] eta: 0:23:59 lr: 0.001743 loss: 0.1808 (0.1903) loss_rec_all: 0.2069 (0.2163) loss_rec_sfr: 0.2633 (0.2770) loss_cl: -0.2794 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [09:42:32.877535] Epoch: [306] [1040/2904] eta: 0:23:43 lr: 0.001743 loss: 0.1869 (0.1904) loss_rec_all: 0.2128 (0.2164) loss_rec_sfr: 0.2672 (0.2772) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [09:42:47.794233] Epoch: [306] [1060/2904] eta: 0:23:27 lr: 0.001743 loss: 0.1876 (0.1904) loss_rec_all: 0.2136 (0.2164) loss_rec_sfr: 0.2659 (0.2771) loss_cl: -0.2782 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [09:43:02.708127] Epoch: [306] [1080/2904] eta: 0:23:11 lr: 0.001743 loss: 0.1784 (0.1905) loss_rec_all: 0.2046 (0.2164) loss_rec_sfr: 0.2637 (0.2772) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [09:43:17.627570] Epoch: [306] [1100/2904] eta: 0:22:56 lr: 0.001743 loss: 0.1804 (0.1905) loss_rec_all: 0.2066 (0.2164) loss_rec_sfr: 0.2649 (0.2772) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [09:43:32.547710] Epoch: [306] [1120/2904] eta: 0:22:40 lr: 0.001743 loss: 0.1813 (0.1906) loss_rec_all: 0.2077 (0.2165) loss_rec_sfr: 0.2631 (0.2778) loss_cl: -0.2794 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [09:43:47.475826] Epoch: [306] [1140/2904] eta: 0:22:24 lr: 0.001743 loss: 0.1821 (0.1906) loss_rec_all: 0.2078 (0.2165) loss_rec_sfr: 0.2639 (0.2779) loss_cl: -0.2784 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [09:44:02.399714] Epoch: [306] [1160/2904] eta: 0:22:08 lr: 0.001743 loss: 0.1816 (0.1907) loss_rec_all: 0.2076 (0.2166) loss_rec_sfr: 0.2670 (0.2783) loss_cl: -0.2792 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [09:44:17.316393] Epoch: [306] [1180/2904] eta: 0:21:53 lr: 0.001743 loss: 0.1807 (0.1907) loss_rec_all: 0.2069 (0.2166) loss_rec_sfr: 0.2385 (0.2781) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [09:44:32.232218] Epoch: [306] [1200/2904] eta: 0:21:37 lr: 0.001743 loss: 0.1796 (0.1906) loss_rec_all: 0.2059 (0.2165) loss_rec_sfr: 0.2182 (0.2776) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [09:44:47.145671] Epoch: [306] [1220/2904] eta: 0:21:21 lr: 0.001743 loss: 0.1821 (0.1906) loss_rec_all: 0.2079 (0.2165) loss_rec_sfr: 0.2650 (0.2777) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [09:45:02.062096] Epoch: [306] [1240/2904] eta: 0:21:06 lr: 0.001743 loss: 0.1820 (0.1906) loss_rec_all: 0.2086 (0.2166) loss_rec_sfr: 0.2598 (0.2778) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [09:45:16.986484] Epoch: [306] [1260/2904] eta: 0:20:50 lr: 0.001743 loss: 0.1792 (0.1906) loss_rec_all: 0.2052 (0.2165) loss_rec_sfr: 0.2618 (0.2778) loss_cl: -0.2796 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [09:45:31.902746] Epoch: [306] [1280/2904] eta: 0:20:34 lr: 0.001743 loss: 0.1819 (0.1906) loss_rec_all: 0.2075 (0.2166) loss_rec_sfr: 0.2628 (0.2777) loss_cl: -0.2780 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [09:45:46.819403] Epoch: [306] [1300/2904] eta: 0:20:19 lr: 0.001743 loss: 0.1814 (0.1906) loss_rec_all: 0.2079 (0.2165) loss_rec_sfr: 0.2570 (0.2775) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [09:46:01.733829] Epoch: [306] [1320/2904] eta: 0:20:03 lr: 0.001743 loss: 0.1855 (0.1908) loss_rec_all: 0.2115 (0.2167) loss_rec_sfr: 0.2689 (0.2782) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [09:46:16.652511] Epoch: [306] [1340/2904] eta: 0:19:48 lr: 0.001743 loss: 0.1850 (0.1908) loss_rec_all: 0.2110 (0.2168) loss_rec_sfr: 0.2628 (0.2785) loss_cl: -0.2796 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [09:46:31.563412] Epoch: [306] [1360/2904] eta: 0:19:32 lr: 0.001743 loss: 0.1774 (0.1908) loss_rec_all: 0.2039 (0.2167) loss_rec_sfr: 0.2612 (0.2783) loss_cl: -0.2798 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [09:46:46.472834] Epoch: [306] [1380/2904] eta: 0:19:17 lr: 0.001743 loss: 0.1805 (0.1907) loss_rec_all: 0.2061 (0.2167) loss_rec_sfr: 0.2613 (0.2783) loss_cl: -0.2781 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [09:47:01.390542] Epoch: [306] [1400/2904] eta: 0:19:01 lr: 0.001743 loss: 0.1798 (0.1908) loss_rec_all: 0.2056 (0.2167) loss_rec_sfr: 0.2711 (0.2787) loss_cl: -0.2780 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [09:47:16.308043] Epoch: [306] [1420/2904] eta: 0:18:46 lr: 0.001743 loss: 0.1799 (0.1908) loss_rec_all: 0.2061 (0.2167) loss_rec_sfr: 0.2552 (0.2786) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [09:47:31.219280] Epoch: [306] [1440/2904] eta: 0:18:30 lr: 0.001743 loss: 0.1808 (0.1908) loss_rec_all: 0.2071 (0.2167) loss_rec_sfr: 0.2589 (0.2786) loss_cl: -0.2794 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [09:47:46.127324] Epoch: [306] [1460/2904] eta: 0:18:15 lr: 0.001743 loss: 0.1802 (0.1909) loss_rec_all: 0.2063 (0.2168) loss_rec_sfr: 0.2674 (0.2791) loss_cl: -0.2793 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [09:48:01.048154] Epoch: [306] [1480/2904] eta: 0:18:00 lr: 0.001743 loss: 0.1769 (0.1909) loss_rec_all: 0.2031 (0.2168) loss_rec_sfr: 0.2314 (0.2789) loss_cl: -0.2793 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [09:48:15.971421] Epoch: [306] [1500/2904] eta: 0:17:44 lr: 0.001743 loss: 0.1820 (0.1909) loss_rec_all: 0.2077 (0.2169) loss_rec_sfr: 0.2708 (0.2792) loss_cl: -0.2785 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [09:48:30.895786] Epoch: [306] [1520/2904] eta: 0:17:29 lr: 0.001742 loss: 0.1836 (0.1909) loss_rec_all: 0.2096 (0.2169) loss_rec_sfr: 0.2639 (0.2792) loss_cl: -0.2788 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [09:48:45.822280] Epoch: [306] [1540/2904] eta: 0:17:13 lr: 0.001742 loss: 0.1798 (0.1908) loss_rec_all: 0.2058 (0.2168) loss_rec_sfr: 0.2461 (0.2789) loss_cl: -0.2794 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [09:49:00.736973] Epoch: [306] [1560/2904] eta: 0:16:58 lr: 0.001742 loss: 0.1796 (0.1908) loss_rec_all: 0.2053 (0.2168) loss_rec_sfr: 0.2674 (0.2790) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [09:49:15.658012] Epoch: [306] [1580/2904] eta: 0:16:43 lr: 0.001742 loss: 0.1804 (0.1909) loss_rec_all: 0.2067 (0.2168) loss_rec_sfr: 0.2640 (0.2791) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [09:49:30.579035] Epoch: [306] [1600/2904] eta: 0:16:27 lr: 0.001742 loss: 0.1857 (0.1910) loss_rec_all: 0.2117 (0.2169) loss_rec_sfr: 0.2747 (0.2794) loss_cl: -0.2783 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [09:49:45.503109] Epoch: [306] [1620/2904] eta: 0:16:12 lr: 0.001742 loss: 0.1804 (0.1909) loss_rec_all: 0.2069 (0.2168) loss_rec_sfr: 0.2633 (0.2792) loss_cl: -0.2787 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [09:50:00.422759] Epoch: [306] [1640/2904] eta: 0:15:57 lr: 0.001742 loss: 0.1819 (0.1910) loss_rec_all: 0.2077 (0.2169) loss_rec_sfr: 0.2682 (0.2795) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [09:50:15.349925] Epoch: [306] [1660/2904] eta: 0:15:41 lr: 0.001742 loss: 0.1805 (0.1910) loss_rec_all: 0.2064 (0.2169) loss_rec_sfr: 0.2537 (0.2796) loss_cl: -0.2789 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [09:50:30.265903] Epoch: [306] [1680/2904] eta: 0:15:26 lr: 0.001742 loss: 0.1813 (0.1910) loss_rec_all: 0.2073 (0.2169) loss_rec_sfr: 0.2612 (0.2797) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [09:50:45.182587] Epoch: [306] [1700/2904] eta: 0:15:11 lr: 0.001742 loss: 0.1781 (0.1909) loss_rec_all: 0.2040 (0.2169) loss_rec_sfr: 0.2563 (0.2794) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [09:51:00.100620] Epoch: [306] [1720/2904] eta: 0:14:55 lr: 0.001742 loss: 0.1813 (0.1909) loss_rec_all: 0.2076 (0.2169) loss_rec_sfr: 0.2558 (0.2794) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [09:51:15.019225] Epoch: [306] [1740/2904] eta: 0:14:40 lr: 0.001742 loss: 0.1795 (0.1909) loss_rec_all: 0.2061 (0.2168) loss_rec_sfr: 0.2543 (0.2791) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [09:51:29.936902] Epoch: [306] [1760/2904] eta: 0:14:25 lr: 0.001742 loss: 0.1824 (0.1909) loss_rec_all: 0.2087 (0.2168) loss_rec_sfr: 0.2634 (0.2792) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [09:51:44.847906] Epoch: [306] [1780/2904] eta: 0:14:10 lr: 0.001742 loss: 0.1843 (0.1909) loss_rec_all: 0.2102 (0.2168) loss_rec_sfr: 0.2639 (0.2791) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [09:51:59.766165] Epoch: [306] [1800/2904] eta: 0:13:54 lr: 0.001742 loss: 0.1808 (0.1909) loss_rec_all: 0.2071 (0.2168) loss_rec_sfr: 0.2559 (0.2791) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [09:52:14.688225] Epoch: [306] [1820/2904] eta: 0:13:39 lr: 0.001742 loss: 0.1847 (0.1909) loss_rec_all: 0.2106 (0.2168) loss_rec_sfr: 0.2552 (0.2791) loss_cl: -0.2787 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [09:52:29.615721] Epoch: [306] [1840/2904] eta: 0:13:24 lr: 0.001742 loss: 0.1786 (0.1908) loss_rec_all: 0.2051 (0.2167) loss_rec_sfr: 0.2274 (0.2788) loss_cl: -0.2788 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [09:52:44.546175] Epoch: [306] [1860/2904] eta: 0:13:09 lr: 0.001742 loss: 0.1808 (0.1909) loss_rec_all: 0.2071 (0.2168) loss_rec_sfr: 0.2681 (0.2790) loss_cl: -0.2792 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [09:52:59.460158] Epoch: [306] [1880/2904] eta: 0:12:53 lr: 0.001742 loss: 0.1802 (0.1908) loss_rec_all: 0.2065 (0.2167) loss_rec_sfr: 0.2592 (0.2787) loss_cl: -0.2783 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [09:53:14.374356] Epoch: [306] [1900/2904] eta: 0:12:38 lr: 0.001742 loss: 0.1818 (0.1908) loss_rec_all: 0.2079 (0.2167) loss_rec_sfr: 0.2711 (0.2788) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [09:53:29.297537] Epoch: [306] [1920/2904] eta: 0:12:23 lr: 0.001742 loss: 0.1832 (0.1908) loss_rec_all: 0.2091 (0.2168) loss_rec_sfr: 0.2651 (0.2790) loss_cl: -0.2785 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [09:53:44.211827] Epoch: [306] [1940/2904] eta: 0:12:08 lr: 0.001742 loss: 0.1798 (0.1908) loss_rec_all: 0.2058 (0.2167) loss_rec_sfr: 0.2633 (0.2788) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [09:53:59.122540] Epoch: [306] [1960/2904] eta: 0:11:53 lr: 0.001742 loss: 0.1771 (0.1907) loss_rec_all: 0.2036 (0.2167) loss_rec_sfr: 0.2550 (0.2786) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [09:54:14.036617] Epoch: [306] [1980/2904] eta: 0:11:37 lr: 0.001742 loss: 0.1807 (0.1907) loss_rec_all: 0.2072 (0.2166) loss_rec_sfr: 0.2315 (0.2784) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [09:54:28.950658] Epoch: [306] [2000/2904] eta: 0:11:22 lr: 0.001742 loss: 0.1787 (0.1907) loss_rec_all: 0.2049 (0.2166) loss_rec_sfr: 0.2605 (0.2783) loss_cl: -0.2801 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [09:54:43.860921] Epoch: [306] [2020/2904] eta: 0:11:07 lr: 0.001742 loss: 0.1822 (0.1907) loss_rec_all: 0.2082 (0.2166) loss_rec_sfr: 0.2640 (0.2783) loss_cl: -0.2799 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [09:54:58.779874] Epoch: [306] [2040/2904] eta: 0:10:52 lr: 0.001742 loss: 0.1842 (0.1907) loss_rec_all: 0.2108 (0.2166) loss_rec_sfr: 0.2585 (0.2783) loss_cl: -0.2783 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [09:55:13.691225] Epoch: [306] [2060/2904] eta: 0:10:37 lr: 0.001742 loss: 0.1818 (0.1907) loss_rec_all: 0.2079 (0.2166) loss_rec_sfr: 0.2189 (0.2780) loss_cl: -0.2779 (-0.2788) time: 0.7455 data: 0.0004 max mem: 29860 [09:55:28.610053] Epoch: [306] [2080/2904] eta: 0:10:21 lr: 0.001742 loss: 0.1845 (0.1907) loss_rec_all: 0.2107 (0.2166) loss_rec_sfr: 0.2611 (0.2780) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [09:55:43.527625] Epoch: [306] [2100/2904] eta: 0:10:06 lr: 0.001742 loss: 0.1782 (0.1907) loss_rec_all: 0.2048 (0.2166) loss_rec_sfr: 0.2558 (0.2780) loss_cl: -0.2799 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [09:55:58.444236] Epoch: [306] [2120/2904] eta: 0:09:51 lr: 0.001742 loss: 0.1808 (0.1906) loss_rec_all: 0.2075 (0.2166) loss_rec_sfr: 0.2573 (0.2778) loss_cl: -0.2794 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [09:56:13.359293] Epoch: [306] [2140/2904] eta: 0:09:36 lr: 0.001742 loss: 0.1758 (0.1906) loss_rec_all: 0.2019 (0.2165) loss_rec_sfr: 0.2594 (0.2777) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [09:56:28.268492] Epoch: [306] [2160/2904] eta: 0:09:21 lr: 0.001741 loss: 0.1852 (0.1907) loss_rec_all: 0.2113 (0.2166) loss_rec_sfr: 0.2582 (0.2779) loss_cl: -0.2780 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [09:56:43.182926] Epoch: [306] [2180/2904] eta: 0:09:06 lr: 0.001741 loss: 0.1827 (0.1907) loss_rec_all: 0.2090 (0.2166) loss_rec_sfr: 0.2658 (0.2781) loss_cl: -0.2794 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [09:56:58.098608] Epoch: [306] [2200/2904] eta: 0:08:51 lr: 0.001741 loss: 0.1842 (0.1907) loss_rec_all: 0.2102 (0.2167) loss_rec_sfr: 0.2655 (0.2782) loss_cl: -0.2797 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [09:57:13.010590] Epoch: [306] [2220/2904] eta: 0:08:35 lr: 0.001741 loss: 0.1809 (0.1908) loss_rec_all: 0.2072 (0.2167) loss_rec_sfr: 0.2661 (0.2784) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [09:57:27.930858] Epoch: [306] [2240/2904] eta: 0:08:20 lr: 0.001741 loss: 0.1795 (0.1908) loss_rec_all: 0.2055 (0.2167) loss_rec_sfr: 0.2680 (0.2784) loss_cl: -0.2779 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [09:57:42.848253] Epoch: [306] [2260/2904] eta: 0:08:05 lr: 0.001741 loss: 0.1825 (0.1907) loss_rec_all: 0.2086 (0.2166) loss_rec_sfr: 0.2574 (0.2781) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [09:57:57.762932] Epoch: [306] [2280/2904] eta: 0:07:50 lr: 0.001741 loss: 0.1821 (0.1907) loss_rec_all: 0.2086 (0.2167) loss_rec_sfr: 0.2570 (0.2782) loss_cl: -0.2793 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [09:58:12.680512] Epoch: [306] [2300/2904] eta: 0:07:35 lr: 0.001741 loss: 0.1821 (0.1907) loss_rec_all: 0.2083 (0.2167) loss_rec_sfr: 0.2633 (0.2782) loss_cl: -0.2793 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [09:58:27.594156] Epoch: [306] [2320/2904] eta: 0:07:20 lr: 0.001741 loss: 0.1822 (0.1908) loss_rec_all: 0.2082 (0.2167) loss_rec_sfr: 0.2644 (0.2784) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [09:58:42.504582] Epoch: [306] [2340/2904] eta: 0:07:05 lr: 0.001741 loss: 0.1813 (0.1909) loss_rec_all: 0.2074 (0.2168) loss_rec_sfr: 0.2604 (0.2786) loss_cl: -0.2777 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [09:58:57.423071] Epoch: [306] [2360/2904] eta: 0:06:50 lr: 0.001741 loss: 0.1781 (0.1908) loss_rec_all: 0.2044 (0.2168) loss_rec_sfr: 0.2302 (0.2785) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [09:59:12.343527] Epoch: [306] [2380/2904] eta: 0:06:34 lr: 0.001741 loss: 0.1778 (0.1908) loss_rec_all: 0.2040 (0.2167) loss_rec_sfr: 0.2524 (0.2784) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [09:59:27.257257] Epoch: [306] [2400/2904] eta: 0:06:19 lr: 0.001741 loss: 0.1799 (0.1907) loss_rec_all: 0.2059 (0.2167) loss_rec_sfr: 0.2219 (0.2781) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [09:59:42.167139] Epoch: [306] [2420/2904] eta: 0:06:04 lr: 0.001741 loss: 0.1828 (0.1907) loss_rec_all: 0.2091 (0.2167) loss_rec_sfr: 0.2650 (0.2782) loss_cl: -0.2795 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [09:59:57.076974] Epoch: [306] [2440/2904] eta: 0:05:49 lr: 0.001741 loss: 0.1769 (0.1907) loss_rec_all: 0.2034 (0.2167) loss_rec_sfr: 0.2607 (0.2782) loss_cl: -0.2796 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [10:00:11.995530] Epoch: [306] [2460/2904] eta: 0:05:34 lr: 0.001741 loss: 0.1802 (0.1907) loss_rec_all: 0.2060 (0.2167) loss_rec_sfr: 0.2579 (0.2782) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [10:00:26.912188] Epoch: [306] [2480/2904] eta: 0:05:19 lr: 0.001741 loss: 0.1839 (0.1907) loss_rec_all: 0.2100 (0.2167) loss_rec_sfr: 0.2566 (0.2782) loss_cl: -0.2781 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [10:00:41.822702] Epoch: [306] [2500/2904] eta: 0:05:04 lr: 0.001741 loss: 0.1811 (0.1907) loss_rec_all: 0.2070 (0.2166) loss_rec_sfr: 0.2624 (0.2781) loss_cl: -0.2782 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [10:00:56.740339] Epoch: [306] [2520/2904] eta: 0:04:49 lr: 0.001741 loss: 0.1805 (0.1906) loss_rec_all: 0.2066 (0.2166) loss_rec_sfr: 0.2577 (0.2779) loss_cl: -0.2797 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [10:01:11.658041] Epoch: [306] [2540/2904] eta: 0:04:34 lr: 0.001741 loss: 0.1793 (0.1906) loss_rec_all: 0.2059 (0.2166) loss_rec_sfr: 0.2576 (0.2779) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [10:01:26.573558] Epoch: [306] [2560/2904] eta: 0:04:19 lr: 0.001741 loss: 0.1856 (0.1907) loss_rec_all: 0.2116 (0.2167) loss_rec_sfr: 0.2716 (0.2782) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [10:01:41.489599] Epoch: [306] [2580/2904] eta: 0:04:03 lr: 0.001741 loss: 0.1811 (0.1907) loss_rec_all: 0.2078 (0.2167) loss_rec_sfr: 0.2216 (0.2781) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [10:01:56.400308] Epoch: [306] [2600/2904] eta: 0:03:48 lr: 0.001741 loss: 0.1852 (0.1908) loss_rec_all: 0.2113 (0.2167) loss_rec_sfr: 0.2739 (0.2784) loss_cl: -0.2791 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [10:02:11.313932] Epoch: [306] [2620/2904] eta: 0:03:33 lr: 0.001741 loss: 0.1807 (0.1908) loss_rec_all: 0.2067 (0.2167) loss_rec_sfr: 0.2526 (0.2784) loss_cl: -0.2784 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [10:02:26.223895] Epoch: [306] [2640/2904] eta: 0:03:18 lr: 0.001741 loss: 0.1808 (0.1907) loss_rec_all: 0.2066 (0.2167) loss_rec_sfr: 0.2582 (0.2783) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [10:02:41.136212] Epoch: [306] [2660/2904] eta: 0:03:03 lr: 0.001741 loss: 0.1803 (0.1907) loss_rec_all: 0.2063 (0.2167) loss_rec_sfr: 0.2672 (0.2783) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [10:02:56.051056] Epoch: [306] [2680/2904] eta: 0:02:48 lr: 0.001741 loss: 0.1803 (0.1907) loss_rec_all: 0.2064 (0.2166) loss_rec_sfr: 0.2688 (0.2782) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [10:03:10.963966] Epoch: [306] [2700/2904] eta: 0:02:33 lr: 0.001741 loss: 0.1814 (0.1907) loss_rec_all: 0.2074 (0.2166) loss_rec_sfr: 0.2511 (0.2781) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [10:03:25.874411] Epoch: [306] [2720/2904] eta: 0:02:18 lr: 0.001741 loss: 0.1887 (0.1908) loss_rec_all: 0.2147 (0.2167) loss_rec_sfr: 0.2654 (0.2785) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [10:03:40.787920] Epoch: [306] [2740/2904] eta: 0:02:03 lr: 0.001741 loss: 0.1793 (0.1908) loss_rec_all: 0.2053 (0.2167) loss_rec_sfr: 0.2564 (0.2784) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [10:03:55.717619] Epoch: [306] [2760/2904] eta: 0:01:48 lr: 0.001741 loss: 0.1794 (0.1907) loss_rec_all: 0.2053 (0.2167) loss_rec_sfr: 0.2642 (0.2784) loss_cl: -0.2788 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [10:04:10.629573] Epoch: [306] [2780/2904] eta: 0:01:33 lr: 0.001741 loss: 0.1801 (0.1907) loss_rec_all: 0.2066 (0.2166) loss_rec_sfr: 0.2514 (0.2782) loss_cl: -0.2793 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [10:04:25.545257] Epoch: [306] [2800/2904] eta: 0:01:18 lr: 0.001741 loss: 0.1822 (0.1906) loss_rec_all: 0.2084 (0.2166) loss_rec_sfr: 0.2511 (0.2780) loss_cl: -0.2793 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [10:04:40.457683] Epoch: [306] [2820/2904] eta: 0:01:03 lr: 0.001740 loss: 0.1830 (0.1907) loss_rec_all: 0.2091 (0.2166) loss_rec_sfr: 0.2653 (0.2781) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [10:04:55.430150] Epoch: [306] [2840/2904] eta: 0:00:48 lr: 0.001740 loss: 0.1835 (0.1907) loss_rec_all: 0.2097 (0.2166) loss_rec_sfr: 0.2480 (0.2779) loss_cl: -0.2787 (-0.2788) time: 0.7486 data: 0.0038 max mem: 29860 [10:05:10.329312] Epoch: [306] [2860/2904] eta: 0:00:33 lr: 0.001740 loss: 0.1822 (0.1906) loss_rec_all: 0.2085 (0.2166) loss_rec_sfr: 0.2509 (0.2778) loss_cl: -0.2785 (-0.2788) time: 0.7449 data: 0.0001 max mem: 29860 [10:05:25.226301] Epoch: [306] [2880/2904] eta: 0:00:18 lr: 0.001740 loss: 0.1804 (0.1906) loss_rec_all: 0.2065 (0.2166) loss_rec_sfr: 0.2282 (0.2777) loss_cl: -0.2795 (-0.2788) time: 0.7448 data: 0.0001 max mem: 29860 [10:05:40.125048] Epoch: [306] [2900/2904] eta: 0:00:03 lr: 0.001740 loss: 0.1799 (0.1907) loss_rec_all: 0.2065 (0.2166) loss_rec_sfr: 0.2666 (0.2779) loss_cl: -0.2788 (-0.2788) time: 0.7449 data: 0.0001 max mem: 29860 [10:05:42.366938] Epoch: [306] [2903/2904] eta: 0:00:00 lr: 0.001740 loss: 0.1825 (0.1907) loss_rec_all: 0.2089 (0.2166) loss_rec_sfr: 0.2769 (0.2780) loss_cl: -0.2787 (-0.2788) time: 0.7449 data: 0.0001 max mem: 29860 [10:05:44.603080] Epoch: [306] Total time: 0:36:26 (0.7531 s / it) [10:05:44.604230] Averaged stats: lr: 0.001740 loss: 0.1825 (0.1933) loss_rec_all: 0.2089 (0.2169) loss_rec_sfr: 0.2769 (0.2793) loss_cl: -0.2787 (-0.2556) [10:05:44.608945] log_dir: ./checkpoint/VF2_ViT-B [10:06:03.636893] Epoch: [307] [ 0/2904] eta: 15:20:55 lr: 0.001740 loss: 0.1873 (0.1873) loss_rec_all: 0.2135 (0.2135) loss_rec_sfr: 0.2598 (0.2598) loss_cl: -0.2794 (-0.2794) time: 19.0272 data: 15.9062 max mem: 29860 [10:06:19.525224] Epoch: [307] [ 20/2904] eta: 1:19:54 lr: 0.001740 loss: 0.1789 (0.1833) loss_rec_all: 0.2054 (0.2095) loss_rec_sfr: 0.2472 (0.2514) loss_cl: -0.2789 (-0.2789) time: 0.7944 data: 0.0002 max mem: 29860 [10:06:34.411633] Epoch: [307] [ 40/2904] eta: 0:57:58 lr: 0.001740 loss: 0.1818 (0.1855) loss_rec_all: 0.2078 (0.2115) loss_rec_sfr: 0.2611 (0.2599) loss_cl: -0.2779 (-0.2784) time: 0.7443 data: 0.0002 max mem: 29860 [10:06:49.305837] Epoch: [307] [ 60/2904] eta: 0:50:16 lr: 0.001740 loss: 0.1788 (0.1865) loss_rec_all: 0.2047 (0.2124) loss_rec_sfr: 0.2653 (0.2669) loss_cl: -0.2785 (-0.2784) time: 0.7447 data: 0.0002 max mem: 29860 [10:07:04.211840] Epoch: [307] [ 80/2904] eta: 0:46:15 lr: 0.001740 loss: 0.1791 (0.1871) loss_rec_all: 0.2053 (0.2131) loss_rec_sfr: 0.2473 (0.2658) loss_cl: -0.2788 (-0.2786) time: 0.7453 data: 0.0002 max mem: 29860 [10:07:19.244590] Epoch: [307] [ 100/2904] eta: 0:43:47 lr: 0.001740 loss: 0.1804 (0.1881) loss_rec_all: 0.2064 (0.2140) loss_rec_sfr: 0.2631 (0.2711) loss_cl: -0.2801 (-0.2788) time: 0.7516 data: 0.0002 max mem: 29860 [10:07:34.173151] Epoch: [307] [ 120/2904] eta: 0:42:00 lr: 0.001740 loss: 0.1819 (0.1893) loss_rec_all: 0.2085 (0.2153) loss_rec_sfr: 0.2664 (0.2764) loss_cl: -0.2794 (-0.2789) time: 0.7464 data: 0.0003 max mem: 29860 [10:07:49.287039] Epoch: [307] [ 140/2904] eta: 0:40:43 lr: 0.001740 loss: 0.1766 (0.1883) loss_rec_all: 0.2025 (0.2143) loss_rec_sfr: 0.2629 (0.2735) loss_cl: -0.2789 (-0.2789) time: 0.7557 data: 0.0003 max mem: 29860 [10:08:04.214702] Epoch: [307] [ 160/2904] eta: 0:39:39 lr: 0.001740 loss: 0.1798 (0.1879) loss_rec_all: 0.2060 (0.2139) loss_rec_sfr: 0.2527 (0.2701) loss_cl: -0.2780 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [10:08:19.125587] Epoch: [307] [ 180/2904] eta: 0:38:45 lr: 0.001740 loss: 0.1821 (0.1887) loss_rec_all: 0.2084 (0.2146) loss_rec_sfr: 0.2625 (0.2727) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [10:08:34.044033] Epoch: [307] [ 200/2904] eta: 0:37:59 lr: 0.001740 loss: 0.1794 (0.1879) loss_rec_all: 0.2053 (0.2139) loss_rec_sfr: 0.2551 (0.2705) loss_cl: -0.2797 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [10:08:48.967665] Epoch: [307] [ 220/2904] eta: 0:37:18 lr: 0.001740 loss: 0.1781 (0.1874) loss_rec_all: 0.2043 (0.2134) loss_rec_sfr: 0.2533 (0.2692) loss_cl: -0.2795 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [10:09:03.897397] Epoch: [307] [ 240/2904] eta: 0:36:42 lr: 0.001740 loss: 0.1782 (0.1875) loss_rec_all: 0.2047 (0.2135) loss_rec_sfr: 0.2640 (0.2694) loss_cl: -0.2798 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [10:09:18.859608] Epoch: [307] [ 260/2904] eta: 0:36:10 lr: 0.001740 loss: 0.1813 (0.1874) loss_rec_all: 0.2070 (0.2134) loss_rec_sfr: 0.2587 (0.2692) loss_cl: -0.2784 (-0.2789) time: 0.7481 data: 0.0002 max mem: 29860 [10:09:33.783556] Epoch: [307] [ 280/2904] eta: 0:35:39 lr: 0.001740 loss: 0.1828 (0.1877) loss_rec_all: 0.2090 (0.2137) loss_rec_sfr: 0.2670 (0.2706) loss_cl: -0.2789 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [10:09:48.721509] Epoch: [307] [ 300/2904] eta: 0:35:11 lr: 0.001740 loss: 0.1804 (0.1876) loss_rec_all: 0.2069 (0.2136) loss_rec_sfr: 0.2598 (0.2698) loss_cl: -0.2795 (-0.2789) time: 0.7469 data: 0.0002 max mem: 29860 [10:10:03.672177] Epoch: [307] [ 320/2904] eta: 0:34:45 lr: 0.001740 loss: 0.1788 (0.1881) loss_rec_all: 0.2052 (0.2141) loss_rec_sfr: 0.2604 (0.2715) loss_cl: -0.2783 (-0.2789) time: 0.7475 data: 0.0002 max mem: 29860 [10:10:18.592611] Epoch: [307] [ 340/2904] eta: 0:34:19 lr: 0.001740 loss: 0.1826 (0.1886) loss_rec_all: 0.2089 (0.2146) loss_rec_sfr: 0.2634 (0.2729) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [10:10:33.517308] Epoch: [307] [ 360/2904] eta: 0:33:55 lr: 0.001740 loss: 0.1813 (0.1891) loss_rec_all: 0.2077 (0.2151) loss_rec_sfr: 0.2400 (0.2742) loss_cl: -0.2796 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [10:10:48.439913] Epoch: [307] [ 380/2904] eta: 0:33:32 lr: 0.001740 loss: 0.1801 (0.1894) loss_rec_all: 0.2061 (0.2153) loss_rec_sfr: 0.2591 (0.2748) loss_cl: -0.2794 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [10:11:03.363691] Epoch: [307] [ 400/2904] eta: 0:33:10 lr: 0.001740 loss: 0.1824 (0.1893) loss_rec_all: 0.2084 (0.2153) loss_rec_sfr: 0.2589 (0.2747) loss_cl: -0.2790 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [10:11:18.294765] Epoch: [307] [ 420/2904] eta: 0:32:48 lr: 0.001740 loss: 0.1826 (0.1901) loss_rec_all: 0.2089 (0.2160) loss_rec_sfr: 0.2700 (0.2773) loss_cl: -0.2779 (-0.2789) time: 0.7465 data: 0.0003 max mem: 29860 [10:11:33.218922] Epoch: [307] [ 440/2904] eta: 0:32:27 lr: 0.001740 loss: 0.1828 (0.1903) loss_rec_all: 0.2089 (0.2162) loss_rec_sfr: 0.2641 (0.2776) loss_cl: -0.2775 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [10:11:48.140866] Epoch: [307] [ 460/2904] eta: 0:32:07 lr: 0.001740 loss: 0.1818 (0.1902) loss_rec_all: 0.2079 (0.2161) loss_rec_sfr: 0.2598 (0.2771) loss_cl: -0.2781 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [10:12:03.055323] Epoch: [307] [ 480/2904] eta: 0:31:47 lr: 0.001740 loss: 0.1799 (0.1900) loss_rec_all: 0.2058 (0.2159) loss_rec_sfr: 0.2497 (0.2764) loss_cl: -0.2798 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [10:12:17.976958] Epoch: [307] [ 500/2904] eta: 0:31:27 lr: 0.001740 loss: 0.1839 (0.1900) loss_rec_all: 0.2103 (0.2159) loss_rec_sfr: 0.2550 (0.2760) loss_cl: -0.2796 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [10:12:32.889100] Epoch: [307] [ 520/2904] eta: 0:31:08 lr: 0.001740 loss: 0.1792 (0.1900) loss_rec_all: 0.2050 (0.2160) loss_rec_sfr: 0.2291 (0.2760) loss_cl: -0.2785 (-0.2789) time: 0.7456 data: 0.0003 max mem: 29860 [10:12:47.809653] Epoch: [307] [ 540/2904] eta: 0:30:49 lr: 0.001740 loss: 0.1818 (0.1899) loss_rec_all: 0.2082 (0.2158) loss_rec_sfr: 0.2508 (0.2751) loss_cl: -0.2797 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [10:13:02.725887] Epoch: [307] [ 560/2904] eta: 0:30:30 lr: 0.001740 loss: 0.1784 (0.1897) loss_rec_all: 0.2044 (0.2156) loss_rec_sfr: 0.2656 (0.2747) loss_cl: -0.2786 (-0.2789) time: 0.7458 data: 0.0003 max mem: 29860 [10:13:17.640839] Epoch: [307] [ 580/2904] eta: 0:30:12 lr: 0.001739 loss: 0.1802 (0.1898) loss_rec_all: 0.2065 (0.2158) loss_rec_sfr: 0.2604 (0.2752) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [10:13:32.566363] Epoch: [307] [ 600/2904] eta: 0:29:53 lr: 0.001739 loss: 0.1831 (0.1901) loss_rec_all: 0.2089 (0.2160) loss_rec_sfr: 0.2676 (0.2764) loss_cl: -0.2785 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [10:13:47.489302] Epoch: [307] [ 620/2904] eta: 0:29:35 lr: 0.001739 loss: 0.1810 (0.1904) loss_rec_all: 0.2075 (0.2163) loss_rec_sfr: 0.2558 (0.2773) loss_cl: -0.2800 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [10:14:02.417088] Epoch: [307] [ 640/2904] eta: 0:29:18 lr: 0.001739 loss: 0.1750 (0.1900) loss_rec_all: 0.2012 (0.2159) loss_rec_sfr: 0.2194 (0.2758) loss_cl: -0.2787 (-0.2788) time: 0.7463 data: 0.0003 max mem: 29860 [10:14:17.338059] Epoch: [307] [ 660/2904] eta: 0:29:00 lr: 0.001739 loss: 0.1800 (0.1897) loss_rec_all: 0.2060 (0.2157) loss_rec_sfr: 0.2494 (0.2751) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0004 max mem: 29860 [10:14:32.255382] Epoch: [307] [ 680/2904] eta: 0:28:43 lr: 0.001739 loss: 0.1866 (0.1904) loss_rec_all: 0.2125 (0.2163) loss_rec_sfr: 0.2731 (0.2771) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [10:14:47.169114] Epoch: [307] [ 700/2904] eta: 0:28:25 lr: 0.001739 loss: 0.1798 (0.1904) loss_rec_all: 0.2063 (0.2163) loss_rec_sfr: 0.2490 (0.2772) loss_cl: -0.2782 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [10:15:02.079813] Epoch: [307] [ 720/2904] eta: 0:28:08 lr: 0.001739 loss: 0.1788 (0.1901) loss_rec_all: 0.2053 (0.2160) loss_rec_sfr: 0.2492 (0.2761) loss_cl: -0.2792 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [10:15:16.992934] Epoch: [307] [ 740/2904] eta: 0:27:51 lr: 0.001739 loss: 0.1775 (0.1901) loss_rec_all: 0.2040 (0.2160) loss_rec_sfr: 0.2264 (0.2760) loss_cl: -0.2794 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [10:15:31.908515] Epoch: [307] [ 760/2904] eta: 0:27:34 lr: 0.001739 loss: 0.1834 (0.1902) loss_rec_all: 0.2091 (0.2162) loss_rec_sfr: 0.2735 (0.2769) loss_cl: -0.2783 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [10:15:46.826379] Epoch: [307] [ 780/2904] eta: 0:27:17 lr: 0.001739 loss: 0.1825 (0.1902) loss_rec_all: 0.2082 (0.2162) loss_rec_sfr: 0.2572 (0.2770) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [10:16:01.737616] Epoch: [307] [ 800/2904] eta: 0:27:00 lr: 0.001739 loss: 0.1823 (0.1904) loss_rec_all: 0.2085 (0.2163) loss_rec_sfr: 0.2611 (0.2775) loss_cl: -0.2792 (-0.2789) time: 0.7455 data: 0.0003 max mem: 29860 [10:16:16.666755] Epoch: [307] [ 820/2904] eta: 0:26:44 lr: 0.001739 loss: 0.1837 (0.1904) loss_rec_all: 0.2099 (0.2164) loss_rec_sfr: 0.2635 (0.2777) loss_cl: -0.2783 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [10:16:31.582850] Epoch: [307] [ 840/2904] eta: 0:26:27 lr: 0.001739 loss: 0.1831 (0.1905) loss_rec_all: 0.2090 (0.2164) loss_rec_sfr: 0.2675 (0.2780) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [10:16:46.498556] Epoch: [307] [ 860/2904] eta: 0:26:11 lr: 0.001739 loss: 0.1825 (0.1903) loss_rec_all: 0.2085 (0.2162) loss_rec_sfr: 0.2665 (0.2773) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [10:17:01.417520] Epoch: [307] [ 880/2904] eta: 0:25:54 lr: 0.001739 loss: 0.1817 (0.1903) loss_rec_all: 0.2077 (0.2163) loss_rec_sfr: 0.2597 (0.2775) loss_cl: -0.2792 (-0.2789) time: 0.7459 data: 0.0003 max mem: 29860 [10:17:16.340574] Epoch: [307] [ 900/2904] eta: 0:25:38 lr: 0.001739 loss: 0.1802 (0.1902) loss_rec_all: 0.2065 (0.2162) loss_rec_sfr: 0.2622 (0.2774) loss_cl: -0.2786 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [10:17:31.253592] Epoch: [307] [ 920/2904] eta: 0:25:22 lr: 0.001739 loss: 0.1803 (0.1901) loss_rec_all: 0.2063 (0.2161) loss_rec_sfr: 0.2566 (0.2770) loss_cl: -0.2800 (-0.2789) time: 0.7456 data: 0.0003 max mem: 29860 [10:17:46.167802] Epoch: [307] [ 940/2904] eta: 0:25:05 lr: 0.001739 loss: 0.1815 (0.1902) loss_rec_all: 0.2077 (0.2162) loss_rec_sfr: 0.2661 (0.2775) loss_cl: -0.2793 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [10:18:01.082321] Epoch: [307] [ 960/2904] eta: 0:24:49 lr: 0.001739 loss: 0.1762 (0.1900) loss_rec_all: 0.2028 (0.2159) loss_rec_sfr: 0.1990 (0.2763) loss_cl: -0.2791 (-0.2789) time: 0.7456 data: 0.0003 max mem: 29860 [10:18:16.002611] Epoch: [307] [ 980/2904] eta: 0:24:33 lr: 0.001739 loss: 0.1790 (0.1898) loss_rec_all: 0.2050 (0.2158) loss_rec_sfr: 0.2312 (0.2758) loss_cl: -0.2787 (-0.2789) time: 0.7459 data: 0.0003 max mem: 29860 [10:18:30.920695] Epoch: [307] [1000/2904] eta: 0:24:17 lr: 0.001739 loss: 0.1806 (0.1898) loss_rec_all: 0.2073 (0.2158) loss_rec_sfr: 0.2370 (0.2755) loss_cl: -0.2807 (-0.2789) time: 0.7459 data: 0.0003 max mem: 29860 [10:18:45.837385] Epoch: [307] [1020/2904] eta: 0:24:01 lr: 0.001739 loss: 0.1782 (0.1898) loss_rec_all: 0.2047 (0.2158) loss_rec_sfr: 0.2653 (0.2759) loss_cl: -0.2787 (-0.2789) time: 0.7458 data: 0.0003 max mem: 29860 [10:19:00.753664] Epoch: [307] [1040/2904] eta: 0:23:45 lr: 0.001739 loss: 0.1822 (0.1900) loss_rec_all: 0.2082 (0.2160) loss_rec_sfr: 0.2586 (0.2766) loss_cl: -0.2791 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [10:19:15.668081] Epoch: [307] [1060/2904] eta: 0:23:29 lr: 0.001739 loss: 0.1828 (0.1901) loss_rec_all: 0.2087 (0.2160) loss_rec_sfr: 0.2699 (0.2767) loss_cl: -0.2794 (-0.2789) time: 0.7457 data: 0.0003 max mem: 29860 [10:19:30.584855] Epoch: [307] [1080/2904] eta: 0:23:13 lr: 0.001739 loss: 0.1879 (0.1902) loss_rec_all: 0.2139 (0.2161) loss_rec_sfr: 0.2607 (0.2770) loss_cl: -0.2783 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [10:19:45.498785] Epoch: [307] [1100/2904] eta: 0:22:57 lr: 0.001739 loss: 0.1778 (0.1902) loss_rec_all: 0.2037 (0.2161) loss_rec_sfr: 0.2621 (0.2769) loss_cl: -0.2789 (-0.2789) time: 0.7457 data: 0.0003 max mem: 29860 [10:20:00.410344] Epoch: [307] [1120/2904] eta: 0:22:41 lr: 0.001739 loss: 0.1816 (0.1902) loss_rec_all: 0.2078 (0.2162) loss_rec_sfr: 0.2644 (0.2770) loss_cl: -0.2796 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [10:20:15.326136] Epoch: [307] [1140/2904] eta: 0:22:26 lr: 0.001739 loss: 0.1795 (0.1902) loss_rec_all: 0.2059 (0.2162) loss_rec_sfr: 0.2462 (0.2770) loss_cl: -0.2785 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [10:20:30.248437] Epoch: [307] [1160/2904] eta: 0:22:10 lr: 0.001739 loss: 0.1842 (0.1903) loss_rec_all: 0.2102 (0.2163) loss_rec_sfr: 0.2665 (0.2772) loss_cl: -0.2786 (-0.2789) time: 0.7461 data: 0.0003 max mem: 29860 [10:20:45.166410] Epoch: [307] [1180/2904] eta: 0:21:54 lr: 0.001739 loss: 0.1796 (0.1902) loss_rec_all: 0.2058 (0.2162) loss_rec_sfr: 0.2620 (0.2770) loss_cl: -0.2783 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [10:21:00.084999] Epoch: [307] [1200/2904] eta: 0:21:38 lr: 0.001739 loss: 0.1791 (0.1902) loss_rec_all: 0.2051 (0.2162) loss_rec_sfr: 0.2605 (0.2769) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [10:21:15.001732] Epoch: [307] [1220/2904] eta: 0:21:23 lr: 0.001739 loss: 0.1770 (0.1902) loss_rec_all: 0.2036 (0.2161) loss_rec_sfr: 0.2521 (0.2767) loss_cl: -0.2794 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [10:21:29.923783] Epoch: [307] [1240/2904] eta: 0:21:07 lr: 0.001738 loss: 0.1806 (0.1902) loss_rec_all: 0.2067 (0.2161) loss_rec_sfr: 0.2593 (0.2767) loss_cl: -0.2794 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [10:21:44.844621] Epoch: [307] [1260/2904] eta: 0:20:51 lr: 0.001738 loss: 0.1781 (0.1900) loss_rec_all: 0.2041 (0.2160) loss_rec_sfr: 0.2605 (0.2764) loss_cl: -0.2788 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [10:21:59.767194] Epoch: [307] [1280/2904] eta: 0:20:36 lr: 0.001738 loss: 0.1782 (0.1900) loss_rec_all: 0.2046 (0.2160) loss_rec_sfr: 0.2361 (0.2763) loss_cl: -0.2794 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [10:22:14.693408] Epoch: [307] [1300/2904] eta: 0:20:20 lr: 0.001738 loss: 0.1753 (0.1899) loss_rec_all: 0.2016 (0.2159) loss_rec_sfr: 0.2250 (0.2759) loss_cl: -0.2804 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [10:22:29.613643] Epoch: [307] [1320/2904] eta: 0:20:05 lr: 0.001738 loss: 0.1826 (0.1900) loss_rec_all: 0.2092 (0.2159) loss_rec_sfr: 0.2740 (0.2763) loss_cl: -0.2803 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [10:22:44.529668] Epoch: [307] [1340/2904] eta: 0:19:49 lr: 0.001738 loss: 0.1793 (0.1900) loss_rec_all: 0.2053 (0.2160) loss_rec_sfr: 0.2587 (0.2764) loss_cl: -0.2789 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [10:22:59.622657] Epoch: [307] [1360/2904] eta: 0:19:34 lr: 0.001738 loss: 0.1794 (0.1900) loss_rec_all: 0.2055 (0.2159) loss_rec_sfr: 0.2588 (0.2762) loss_cl: -0.2776 (-0.2789) time: 0.7546 data: 0.0003 max mem: 29860 [10:23:14.539563] Epoch: [307] [1380/2904] eta: 0:19:18 lr: 0.001738 loss: 0.1779 (0.1898) loss_rec_all: 0.2042 (0.2158) loss_rec_sfr: 0.2276 (0.2758) loss_cl: -0.2783 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [10:23:29.452159] Epoch: [307] [1400/2904] eta: 0:19:03 lr: 0.001738 loss: 0.1798 (0.1898) loss_rec_all: 0.2063 (0.2158) loss_rec_sfr: 0.2605 (0.2758) loss_cl: -0.2798 (-0.2789) time: 0.7456 data: 0.0003 max mem: 29860 [10:23:44.375864] Epoch: [307] [1420/2904] eta: 0:18:47 lr: 0.001738 loss: 0.1785 (0.1899) loss_rec_all: 0.2047 (0.2158) loss_rec_sfr: 0.2647 (0.2760) loss_cl: -0.2809 (-0.2789) time: 0.7461 data: 0.0003 max mem: 29860 [10:23:59.291886] Epoch: [307] [1440/2904] eta: 0:18:32 lr: 0.001738 loss: 0.1814 (0.1898) loss_rec_all: 0.2076 (0.2158) loss_rec_sfr: 0.2637 (0.2760) loss_cl: -0.2789 (-0.2789) time: 0.7458 data: 0.0003 max mem: 29860 [10:24:14.203017] Epoch: [307] [1460/2904] eta: 0:18:16 lr: 0.001738 loss: 0.1869 (0.1900) loss_rec_all: 0.2127 (0.2159) loss_rec_sfr: 0.2647 (0.2764) loss_cl: -0.2774 (-0.2789) time: 0.7455 data: 0.0003 max mem: 29860 [10:24:29.116710] Epoch: [307] [1480/2904] eta: 0:18:01 lr: 0.001738 loss: 0.1846 (0.1900) loss_rec_all: 0.2105 (0.2160) loss_rec_sfr: 0.2638 (0.2766) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [10:24:44.032402] Epoch: [307] [1500/2904] eta: 0:17:45 lr: 0.001738 loss: 0.1831 (0.1901) loss_rec_all: 0.2094 (0.2160) loss_rec_sfr: 0.2610 (0.2769) loss_cl: -0.2797 (-0.2789) time: 0.7457 data: 0.0003 max mem: 29860 [10:24:58.941980] Epoch: [307] [1520/2904] eta: 0:17:30 lr: 0.001738 loss: 0.1837 (0.1902) loss_rec_all: 0.2098 (0.2161) loss_rec_sfr: 0.2629 (0.2770) loss_cl: -0.2791 (-0.2789) time: 0.7454 data: 0.0003 max mem: 29860 [10:25:13.853260] Epoch: [307] [1540/2904] eta: 0:17:14 lr: 0.001738 loss: 0.1793 (0.1903) loss_rec_all: 0.2049 (0.2162) loss_rec_sfr: 0.2695 (0.2775) loss_cl: -0.2786 (-0.2789) time: 0.7455 data: 0.0003 max mem: 29860 [10:25:28.768792] Epoch: [307] [1560/2904] eta: 0:16:59 lr: 0.001738 loss: 0.1820 (0.1905) loss_rec_all: 0.2079 (0.2164) loss_rec_sfr: 0.2743 (0.2781) loss_cl: -0.2783 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [10:25:43.677531] Epoch: [307] [1580/2904] eta: 0:16:44 lr: 0.001738 loss: 0.1804 (0.1905) loss_rec_all: 0.2066 (0.2165) loss_rec_sfr: 0.2608 (0.2783) loss_cl: -0.2790 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [10:25:58.587951] Epoch: [307] [1600/2904] eta: 0:16:28 lr: 0.001738 loss: 0.1806 (0.1905) loss_rec_all: 0.2064 (0.2164) loss_rec_sfr: 0.2545 (0.2780) loss_cl: -0.2791 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [10:26:13.499397] Epoch: [307] [1620/2904] eta: 0:16:13 lr: 0.001738 loss: 0.1828 (0.1905) loss_rec_all: 0.2091 (0.2164) loss_rec_sfr: 0.2556 (0.2779) loss_cl: -0.2785 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [10:26:28.411580] Epoch: [307] [1640/2904] eta: 0:15:57 lr: 0.001738 loss: 0.1800 (0.1905) loss_rec_all: 0.2065 (0.2164) loss_rec_sfr: 0.2538 (0.2779) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [10:26:43.319809] Epoch: [307] [1660/2904] eta: 0:15:42 lr: 0.001738 loss: 0.1819 (0.1906) loss_rec_all: 0.2082 (0.2165) loss_rec_sfr: 0.2637 (0.2782) loss_cl: -0.2788 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [10:26:58.225137] Epoch: [307] [1680/2904] eta: 0:15:27 lr: 0.001738 loss: 0.1785 (0.1905) loss_rec_all: 0.2048 (0.2165) loss_rec_sfr: 0.2386 (0.2780) loss_cl: -0.2783 (-0.2788) time: 0.7452 data: 0.0003 max mem: 29860 [10:27:13.137784] Epoch: [307] [1700/2904] eta: 0:15:11 lr: 0.001738 loss: 0.1809 (0.1905) loss_rec_all: 0.2069 (0.2165) loss_rec_sfr: 0.2684 (0.2781) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [10:27:28.059573] Epoch: [307] [1720/2904] eta: 0:14:56 lr: 0.001738 loss: 0.1865 (0.1906) loss_rec_all: 0.2125 (0.2166) loss_rec_sfr: 0.2572 (0.2784) loss_cl: -0.2789 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [10:27:42.976654] Epoch: [307] [1740/2904] eta: 0:14:41 lr: 0.001738 loss: 0.1800 (0.1905) loss_rec_all: 0.2063 (0.2165) loss_rec_sfr: 0.2647 (0.2781) loss_cl: -0.2801 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [10:27:57.900985] Epoch: [307] [1760/2904] eta: 0:14:26 lr: 0.001738 loss: 0.1787 (0.1905) loss_rec_all: 0.2044 (0.2164) loss_rec_sfr: 0.2613 (0.2781) loss_cl: -0.2788 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [10:28:12.825667] Epoch: [307] [1780/2904] eta: 0:14:10 lr: 0.001738 loss: 0.1837 (0.1906) loss_rec_all: 0.2098 (0.2165) loss_rec_sfr: 0.2635 (0.2783) loss_cl: -0.2787 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [10:28:27.744097] Epoch: [307] [1800/2904] eta: 0:13:55 lr: 0.001738 loss: 0.1858 (0.1906) loss_rec_all: 0.2120 (0.2166) loss_rec_sfr: 0.2622 (0.2784) loss_cl: -0.2797 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [10:28:42.651772] Epoch: [307] [1820/2904] eta: 0:13:40 lr: 0.001738 loss: 0.1784 (0.1906) loss_rec_all: 0.2049 (0.2165) loss_rec_sfr: 0.2622 (0.2783) loss_cl: -0.2792 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [10:28:57.558539] Epoch: [307] [1840/2904] eta: 0:13:24 lr: 0.001738 loss: 0.1788 (0.1905) loss_rec_all: 0.2049 (0.2165) loss_rec_sfr: 0.2562 (0.2783) loss_cl: -0.2793 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [10:29:12.466180] Epoch: [307] [1860/2904] eta: 0:13:09 lr: 0.001738 loss: 0.1863 (0.1906) loss_rec_all: 0.2123 (0.2165) loss_rec_sfr: 0.2584 (0.2784) loss_cl: -0.2798 (-0.2789) time: 0.7453 data: 0.0003 max mem: 29860 [10:29:27.369926] Epoch: [307] [1880/2904] eta: 0:12:54 lr: 0.001737 loss: 0.1824 (0.1907) loss_rec_all: 0.2087 (0.2166) loss_rec_sfr: 0.2690 (0.2788) loss_cl: -0.2781 (-0.2788) time: 0.7451 data: 0.0003 max mem: 29860 [10:29:42.268663] Epoch: [307] [1900/2904] eta: 0:12:39 lr: 0.001737 loss: 0.1785 (0.1906) loss_rec_all: 0.2048 (0.2165) loss_rec_sfr: 0.2605 (0.2785) loss_cl: -0.2786 (-0.2788) time: 0.7449 data: 0.0003 max mem: 29860 [10:29:57.175619] Epoch: [307] [1920/2904] eta: 0:12:24 lr: 0.001737 loss: 0.1800 (0.1906) loss_rec_all: 0.2061 (0.2165) loss_rec_sfr: 0.2634 (0.2786) loss_cl: -0.2782 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [10:30:12.079119] Epoch: [307] [1940/2904] eta: 0:12:08 lr: 0.001737 loss: 0.1824 (0.1906) loss_rec_all: 0.2082 (0.2165) loss_rec_sfr: 0.2515 (0.2784) loss_cl: -0.2785 (-0.2788) time: 0.7451 data: 0.0003 max mem: 29860 [10:30:26.988558] Epoch: [307] [1960/2904] eta: 0:11:53 lr: 0.001737 loss: 0.1801 (0.1906) loss_rec_all: 0.2060 (0.2166) loss_rec_sfr: 0.2663 (0.2786) loss_cl: -0.2792 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [10:30:41.891437] Epoch: [307] [1980/2904] eta: 0:11:38 lr: 0.001737 loss: 0.1822 (0.1906) loss_rec_all: 0.2081 (0.2166) loss_rec_sfr: 0.2639 (0.2786) loss_cl: -0.2787 (-0.2788) time: 0.7451 data: 0.0004 max mem: 29860 [10:30:56.796744] Epoch: [307] [2000/2904] eta: 0:11:23 lr: 0.001737 loss: 0.1796 (0.1906) loss_rec_all: 0.2055 (0.2165) loss_rec_sfr: 0.2527 (0.2784) loss_cl: -0.2788 (-0.2788) time: 0.7452 data: 0.0003 max mem: 29860 [10:31:11.704838] Epoch: [307] [2020/2904] eta: 0:11:07 lr: 0.001737 loss: 0.1814 (0.1906) loss_rec_all: 0.2073 (0.2165) loss_rec_sfr: 0.2712 (0.2785) loss_cl: -0.2794 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [10:31:26.615678] Epoch: [307] [2040/2904] eta: 0:10:52 lr: 0.001737 loss: 0.1797 (0.1906) loss_rec_all: 0.2057 (0.2165) loss_rec_sfr: 0.2671 (0.2785) loss_cl: -0.2781 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [10:31:41.523733] Epoch: [307] [2060/2904] eta: 0:10:37 lr: 0.001737 loss: 0.1827 (0.1906) loss_rec_all: 0.2086 (0.2165) loss_rec_sfr: 0.2674 (0.2785) loss_cl: -0.2783 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [10:31:56.427735] Epoch: [307] [2080/2904] eta: 0:10:22 lr: 0.001737 loss: 0.1867 (0.1906) loss_rec_all: 0.2128 (0.2166) loss_rec_sfr: 0.2688 (0.2787) loss_cl: -0.2795 (-0.2788) time: 0.7452 data: 0.0003 max mem: 29860 [10:32:11.334552] Epoch: [307] [2100/2904] eta: 0:10:07 lr: 0.001737 loss: 0.1778 (0.1906) loss_rec_all: 0.2035 (0.2166) loss_rec_sfr: 0.2662 (0.2788) loss_cl: -0.2782 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [10:32:26.233870] Epoch: [307] [2120/2904] eta: 0:09:51 lr: 0.001737 loss: 0.1790 (0.1906) loss_rec_all: 0.2049 (0.2165) loss_rec_sfr: 0.2553 (0.2786) loss_cl: -0.2779 (-0.2788) time: 0.7449 data: 0.0003 max mem: 29860 [10:32:41.133209] Epoch: [307] [2140/2904] eta: 0:09:36 lr: 0.001737 loss: 0.1818 (0.1906) loss_rec_all: 0.2076 (0.2165) loss_rec_sfr: 0.2567 (0.2787) loss_cl: -0.2788 (-0.2788) time: 0.7449 data: 0.0003 max mem: 29860 [10:32:56.040755] Epoch: [307] [2160/2904] eta: 0:09:21 lr: 0.001737 loss: 0.1798 (0.1906) loss_rec_all: 0.2063 (0.2166) loss_rec_sfr: 0.2570 (0.2788) loss_cl: -0.2793 (-0.2788) time: 0.7453 data: 0.0004 max mem: 29860 [10:33:10.941762] Epoch: [307] [2180/2904] eta: 0:09:06 lr: 0.001737 loss: 0.1829 (0.1906) loss_rec_all: 0.2087 (0.2165) loss_rec_sfr: 0.2592 (0.2786) loss_cl: -0.2794 (-0.2788) time: 0.7450 data: 0.0003 max mem: 29860 [10:33:25.845797] Epoch: [307] [2200/2904] eta: 0:08:51 lr: 0.001737 loss: 0.1748 (0.1905) loss_rec_all: 0.2014 (0.2165) loss_rec_sfr: 0.2609 (0.2785) loss_cl: -0.2797 (-0.2788) time: 0.7452 data: 0.0003 max mem: 29860 [10:33:40.755782] Epoch: [307] [2220/2904] eta: 0:08:36 lr: 0.001737 loss: 0.1782 (0.1904) loss_rec_all: 0.2048 (0.2164) loss_rec_sfr: 0.2311 (0.2781) loss_cl: -0.2798 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [10:33:55.659660] Epoch: [307] [2240/2904] eta: 0:08:21 lr: 0.001737 loss: 0.1806 (0.1905) loss_rec_all: 0.2068 (0.2164) loss_rec_sfr: 0.2543 (0.2781) loss_cl: -0.2790 (-0.2788) time: 0.7452 data: 0.0003 max mem: 29860 [10:34:10.561544] Epoch: [307] [2260/2904] eta: 0:08:05 lr: 0.001737 loss: 0.1845 (0.1906) loss_rec_all: 0.2104 (0.2165) loss_rec_sfr: 0.2642 (0.2785) loss_cl: -0.2782 (-0.2788) time: 0.7450 data: 0.0004 max mem: 29860 [10:34:25.466191] Epoch: [307] [2280/2904] eta: 0:07:50 lr: 0.001737 loss: 0.1847 (0.1906) loss_rec_all: 0.2106 (0.2166) loss_rec_sfr: 0.2717 (0.2787) loss_cl: -0.2783 (-0.2788) time: 0.7452 data: 0.0003 max mem: 29860 [10:34:40.370567] Epoch: [307] [2300/2904] eta: 0:07:35 lr: 0.001737 loss: 0.1776 (0.1906) loss_rec_all: 0.2042 (0.2165) loss_rec_sfr: 0.2259 (0.2785) loss_cl: -0.2790 (-0.2788) time: 0.7452 data: 0.0003 max mem: 29860 [10:34:55.442408] Epoch: [307] [2320/2904] eta: 0:07:20 lr: 0.001737 loss: 0.1791 (0.1906) loss_rec_all: 0.2056 (0.2165) loss_rec_sfr: 0.2611 (0.2785) loss_cl: -0.2792 (-0.2788) time: 0.7535 data: 0.0004 max mem: 29860 [10:35:10.346723] Epoch: [307] [2340/2904] eta: 0:07:05 lr: 0.001737 loss: 0.1805 (0.1905) loss_rec_all: 0.2068 (0.2165) loss_rec_sfr: 0.2545 (0.2784) loss_cl: -0.2793 (-0.2788) time: 0.7452 data: 0.0003 max mem: 29860 [10:35:25.248601] Epoch: [307] [2360/2904] eta: 0:06:50 lr: 0.001737 loss: 0.1818 (0.1906) loss_rec_all: 0.2080 (0.2165) loss_rec_sfr: 0.2604 (0.2784) loss_cl: -0.2779 (-0.2788) time: 0.7451 data: 0.0003 max mem: 29860 [10:35:40.152549] Epoch: [307] [2380/2904] eta: 0:06:35 lr: 0.001737 loss: 0.1774 (0.1905) loss_rec_all: 0.2035 (0.2165) loss_rec_sfr: 0.2564 (0.2783) loss_cl: -0.2790 (-0.2788) time: 0.7452 data: 0.0003 max mem: 29860 [10:35:55.058354] Epoch: [307] [2400/2904] eta: 0:06:20 lr: 0.001737 loss: 0.1810 (0.1905) loss_rec_all: 0.2069 (0.2164) loss_rec_sfr: 0.2598 (0.2782) loss_cl: -0.2791 (-0.2788) time: 0.7452 data: 0.0003 max mem: 29860 [10:36:09.961203] Epoch: [307] [2420/2904] eta: 0:06:04 lr: 0.001737 loss: 0.1779 (0.1904) loss_rec_all: 0.2043 (0.2164) loss_rec_sfr: 0.2453 (0.2780) loss_cl: -0.2786 (-0.2788) time: 0.7451 data: 0.0003 max mem: 29860 [10:36:24.867733] Epoch: [307] [2440/2904] eta: 0:05:49 lr: 0.001737 loss: 0.1884 (0.1906) loss_rec_all: 0.2142 (0.2165) loss_rec_sfr: 0.2823 (0.2785) loss_cl: -0.2786 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [10:36:39.778129] Epoch: [307] [2460/2904] eta: 0:05:34 lr: 0.001737 loss: 0.1769 (0.1905) loss_rec_all: 0.2033 (0.2164) loss_rec_sfr: 0.2567 (0.2782) loss_cl: -0.2785 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [10:36:54.689954] Epoch: [307] [2480/2904] eta: 0:05:19 lr: 0.001737 loss: 0.1791 (0.1905) loss_rec_all: 0.2052 (0.2164) loss_rec_sfr: 0.2569 (0.2781) loss_cl: -0.2803 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [10:37:09.600746] Epoch: [307] [2500/2904] eta: 0:05:04 lr: 0.001737 loss: 0.1796 (0.1905) loss_rec_all: 0.2060 (0.2164) loss_rec_sfr: 0.2274 (0.2780) loss_cl: -0.2791 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [10:37:24.513522] Epoch: [307] [2520/2904] eta: 0:04:49 lr: 0.001737 loss: 0.1801 (0.1905) loss_rec_all: 0.2061 (0.2164) loss_rec_sfr: 0.2674 (0.2781) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [10:37:39.429465] Epoch: [307] [2540/2904] eta: 0:04:34 lr: 0.001736 loss: 0.1808 (0.1905) loss_rec_all: 0.2067 (0.2165) loss_rec_sfr: 0.2725 (0.2783) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [10:37:54.337981] Epoch: [307] [2560/2904] eta: 0:04:19 lr: 0.001736 loss: 0.1824 (0.1905) loss_rec_all: 0.2088 (0.2164) loss_rec_sfr: 0.2228 (0.2780) loss_cl: -0.2788 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [10:38:09.241415] Epoch: [307] [2580/2904] eta: 0:04:04 lr: 0.001736 loss: 0.1820 (0.1905) loss_rec_all: 0.2085 (0.2165) loss_rec_sfr: 0.2555 (0.2781) loss_cl: -0.2790 (-0.2788) time: 0.7451 data: 0.0003 max mem: 29860 [10:38:24.147346] Epoch: [307] [2600/2904] eta: 0:03:49 lr: 0.001736 loss: 0.1800 (0.1905) loss_rec_all: 0.2063 (0.2165) loss_rec_sfr: 0.2696 (0.2783) loss_cl: -0.2787 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [10:38:39.054069] Epoch: [307] [2620/2904] eta: 0:03:33 lr: 0.001736 loss: 0.1786 (0.1905) loss_rec_all: 0.2051 (0.2164) loss_rec_sfr: 0.2196 (0.2780) loss_cl: -0.2793 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [10:38:53.957812] Epoch: [307] [2640/2904] eta: 0:03:18 lr: 0.001736 loss: 0.1827 (0.1905) loss_rec_all: 0.2090 (0.2165) loss_rec_sfr: 0.2657 (0.2781) loss_cl: -0.2797 (-0.2788) time: 0.7451 data: 0.0003 max mem: 29860 [10:39:08.864528] Epoch: [307] [2660/2904] eta: 0:03:03 lr: 0.001736 loss: 0.1836 (0.1906) loss_rec_all: 0.2101 (0.2165) loss_rec_sfr: 0.2612 (0.2782) loss_cl: -0.2788 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [10:39:23.768004] Epoch: [307] [2680/2904] eta: 0:02:48 lr: 0.001736 loss: 0.1801 (0.1905) loss_rec_all: 0.2061 (0.2164) loss_rec_sfr: 0.2592 (0.2780) loss_cl: -0.2785 (-0.2788) time: 0.7451 data: 0.0004 max mem: 29860 [10:39:38.668678] Epoch: [307] [2700/2904] eta: 0:02:33 lr: 0.001736 loss: 0.1878 (0.1906) loss_rec_all: 0.2138 (0.2165) loss_rec_sfr: 0.2697 (0.2782) loss_cl: -0.2784 (-0.2788) time: 0.7450 data: 0.0003 max mem: 29860 [10:39:53.572069] Epoch: [307] [2720/2904] eta: 0:02:18 lr: 0.001736 loss: 0.1781 (0.1905) loss_rec_all: 0.2045 (0.2165) loss_rec_sfr: 0.2290 (0.2779) loss_cl: -0.2792 (-0.2788) time: 0.7451 data: 0.0003 max mem: 29860 [10:40:08.480717] Epoch: [307] [2740/2904] eta: 0:02:03 lr: 0.001736 loss: 0.1799 (0.1905) loss_rec_all: 0.2059 (0.2164) loss_rec_sfr: 0.2594 (0.2779) loss_cl: -0.2794 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [10:40:23.399127] Epoch: [307] [2760/2904] eta: 0:01:48 lr: 0.001736 loss: 0.1806 (0.1905) loss_rec_all: 0.2067 (0.2164) loss_rec_sfr: 0.2607 (0.2779) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [10:40:38.304469] Epoch: [307] [2780/2904] eta: 0:01:33 lr: 0.001736 loss: 0.1806 (0.1904) loss_rec_all: 0.2070 (0.2164) loss_rec_sfr: 0.2645 (0.2778) loss_cl: -0.2785 (-0.2788) time: 0.7452 data: 0.0003 max mem: 29860 [10:40:53.206875] Epoch: [307] [2800/2904] eta: 0:01:18 lr: 0.001736 loss: 0.1778 (0.1904) loss_rec_all: 0.2042 (0.2164) loss_rec_sfr: 0.2230 (0.2778) loss_cl: -0.2794 (-0.2788) time: 0.7451 data: 0.0003 max mem: 29860 [10:41:08.111838] Epoch: [307] [2820/2904] eta: 0:01:03 lr: 0.001736 loss: 0.1802 (0.1904) loss_rec_all: 0.2066 (0.2164) loss_rec_sfr: 0.2603 (0.2777) loss_cl: -0.2795 (-0.2788) time: 0.7452 data: 0.0004 max mem: 29860 [10:41:23.074894] Epoch: [307] [2840/2904] eta: 0:00:48 lr: 0.001736 loss: 0.1768 (0.1904) loss_rec_all: 0.2033 (0.2163) loss_rec_sfr: 0.2571 (0.2776) loss_cl: -0.2796 (-0.2788) time: 0.7481 data: 0.0040 max mem: 29860 [10:41:37.959311] Epoch: [307] [2860/2904] eta: 0:00:33 lr: 0.001736 loss: 0.1792 (0.1904) loss_rec_all: 0.2053 (0.2164) loss_rec_sfr: 0.2629 (0.2777) loss_cl: -0.2787 (-0.2788) time: 0.7442 data: 0.0001 max mem: 29860 [10:41:52.849742] Epoch: [307] [2880/2904] eta: 0:00:18 lr: 0.001736 loss: 0.1808 (0.1904) loss_rec_all: 0.2072 (0.2163) loss_rec_sfr: 0.2207 (0.2775) loss_cl: -0.2790 (-0.2788) time: 0.7445 data: 0.0001 max mem: 29860 [10:42:07.737044] Epoch: [307] [2900/2904] eta: 0:00:03 lr: 0.001736 loss: 0.1809 (0.1904) loss_rec_all: 0.2072 (0.2164) loss_rec_sfr: 0.2601 (0.2776) loss_cl: -0.2789 (-0.2788) time: 0.7443 data: 0.0001 max mem: 29860 [10:42:09.978301] Epoch: [307] [2903/2904] eta: 0:00:00 lr: 0.001736 loss: 0.1809 (0.1904) loss_rec_all: 0.2072 (0.2164) loss_rec_sfr: 0.2602 (0.2777) loss_cl: -0.2790 (-0.2788) time: 0.7444 data: 0.0001 max mem: 29860 [10:42:12.098078] Epoch: [307] Total time: 0:36:27 (0.7533 s / it) [10:42:12.107723] Averaged stats: lr: 0.001736 loss: 0.1809 (0.1930) loss_rec_all: 0.2072 (0.2166) loss_rec_sfr: 0.2602 (0.2790) loss_cl: -0.2790 (-0.2556) [10:42:12.112987] log_dir: ./checkpoint/VF2_ViT-B [10:42:29.003710] Epoch: [308] [ 0/2904] eta: 13:37:28 lr: 0.001736 loss: 0.1804 (0.1804) loss_rec_all: 0.2066 (0.2066) loss_rec_sfr: 0.2677 (0.2677) loss_cl: -0.2808 (-0.2808) time: 16.8901 data: 16.1585 max mem: 29860 [10:42:43.872220] Epoch: [308] [ 20/2904] eta: 1:12:41 lr: 0.001736 loss: 0.1774 (0.1866) loss_rec_all: 0.2038 (0.2127) loss_rec_sfr: 0.2556 (0.2626) loss_cl: -0.2795 (-0.2794) time: 0.7434 data: 0.0002 max mem: 29860 [10:42:58.733514] Epoch: [308] [ 40/2904] eta: 0:54:16 lr: 0.001736 loss: 0.1792 (0.1891) loss_rec_all: 0.2054 (0.2151) loss_rec_sfr: 0.2507 (0.2702) loss_cl: -0.2790 (-0.2791) time: 0.7430 data: 0.0002 max mem: 29860 [10:43:13.620860] Epoch: [308] [ 60/2904] eta: 0:47:47 lr: 0.001736 loss: 0.1804 (0.1883) loss_rec_all: 0.2065 (0.2143) loss_rec_sfr: 0.2622 (0.2684) loss_cl: -0.2786 (-0.2789) time: 0.7443 data: 0.0002 max mem: 29860 [10:43:28.502287] Epoch: [308] [ 80/2904] eta: 0:44:23 lr: 0.001736 loss: 0.1772 (0.1893) loss_rec_all: 0.2033 (0.2153) loss_rec_sfr: 0.2151 (0.2691) loss_cl: -0.2792 (-0.2789) time: 0.7440 data: 0.0002 max mem: 29860 [10:43:43.395556] Epoch: [308] [ 100/2904] eta: 0:42:14 lr: 0.001736 loss: 0.1803 (0.1885) loss_rec_all: 0.2065 (0.2145) loss_rec_sfr: 0.2501 (0.2670) loss_cl: -0.2794 (-0.2789) time: 0.7446 data: 0.0002 max mem: 29860 [10:43:58.305514] Epoch: [308] [ 120/2904] eta: 0:40:43 lr: 0.001736 loss: 0.1775 (0.1876) loss_rec_all: 0.2037 (0.2136) loss_rec_sfr: 0.2342 (0.2642) loss_cl: -0.2798 (-0.2790) time: 0.7455 data: 0.0002 max mem: 29860 [10:44:13.260485] Epoch: [308] [ 140/2904] eta: 0:39:34 lr: 0.001736 loss: 0.1852 (0.1882) loss_rec_all: 0.2111 (0.2142) loss_rec_sfr: 0.2599 (0.2655) loss_cl: -0.2780 (-0.2789) time: 0.7477 data: 0.0002 max mem: 29860 [10:44:28.181518] Epoch: [308] [ 160/2904] eta: 0:38:38 lr: 0.001736 loss: 0.1798 (0.1878) loss_rec_all: 0.2057 (0.2138) loss_rec_sfr: 0.2597 (0.2662) loss_cl: -0.2797 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [10:44:43.099491] Epoch: [308] [ 180/2904] eta: 0:37:52 lr: 0.001736 loss: 0.1838 (0.1881) loss_rec_all: 0.2098 (0.2142) loss_rec_sfr: 0.2600 (0.2668) loss_cl: -0.2796 (-0.2790) time: 0.7459 data: 0.0002 max mem: 29860 [10:44:58.043636] Epoch: [308] [ 200/2904] eta: 0:37:12 lr: 0.001736 loss: 0.1797 (0.1881) loss_rec_all: 0.2057 (0.2142) loss_rec_sfr: 0.2538 (0.2675) loss_cl: -0.2784 (-0.2790) time: 0.7472 data: 0.0002 max mem: 29860 [10:45:12.959407] Epoch: [308] [ 220/2904] eta: 0:36:36 lr: 0.001736 loss: 0.1797 (0.1882) loss_rec_all: 0.2060 (0.2142) loss_rec_sfr: 0.2558 (0.2680) loss_cl: -0.2791 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [10:45:27.881287] Epoch: [308] [ 240/2904] eta: 0:36:03 lr: 0.001736 loss: 0.1792 (0.1882) loss_rec_all: 0.2054 (0.2142) loss_rec_sfr: 0.2607 (0.2692) loss_cl: -0.2792 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [10:45:42.795039] Epoch: [308] [ 260/2904] eta: 0:35:34 lr: 0.001736 loss: 0.1815 (0.1881) loss_rec_all: 0.2077 (0.2141) loss_rec_sfr: 0.2564 (0.2691) loss_cl: -0.2787 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [10:45:57.712054] Epoch: [308] [ 280/2904] eta: 0:35:06 lr: 0.001736 loss: 0.1808 (0.1884) loss_rec_all: 0.2068 (0.2144) loss_rec_sfr: 0.2587 (0.2702) loss_cl: -0.2790 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [10:46:12.648881] Epoch: [308] [ 300/2904] eta: 0:34:40 lr: 0.001735 loss: 0.1768 (0.1882) loss_rec_all: 0.2031 (0.2142) loss_rec_sfr: 0.2549 (0.2693) loss_cl: -0.2796 (-0.2790) time: 0.7468 data: 0.0002 max mem: 29860 [10:46:27.564392] Epoch: [308] [ 320/2904] eta: 0:34:16 lr: 0.001735 loss: 0.1822 (0.1887) loss_rec_all: 0.2085 (0.2147) loss_rec_sfr: 0.2507 (0.2707) loss_cl: -0.2789 (-0.2790) time: 0.7457 data: 0.0002 max mem: 29860 [10:46:42.492612] Epoch: [308] [ 340/2904] eta: 0:33:52 lr: 0.001735 loss: 0.1817 (0.1885) loss_rec_all: 0.2075 (0.2145) loss_rec_sfr: 0.2625 (0.2706) loss_cl: -0.2783 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [10:46:57.408003] Epoch: [308] [ 360/2904] eta: 0:33:30 lr: 0.001735 loss: 0.1836 (0.1891) loss_rec_all: 0.2098 (0.2151) loss_rec_sfr: 0.2653 (0.2725) loss_cl: -0.2788 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [10:47:12.321202] Epoch: [308] [ 380/2904] eta: 0:33:08 lr: 0.001735 loss: 0.1781 (0.1889) loss_rec_all: 0.2046 (0.2149) loss_rec_sfr: 0.2647 (0.2721) loss_cl: -0.2799 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [10:47:27.237872] Epoch: [308] [ 400/2904] eta: 0:32:47 lr: 0.001735 loss: 0.1801 (0.1891) loss_rec_all: 0.2065 (0.2151) loss_rec_sfr: 0.2640 (0.2730) loss_cl: -0.2799 (-0.2790) time: 0.7458 data: 0.0002 max mem: 29860 [10:47:42.151867] Epoch: [308] [ 420/2904] eta: 0:32:27 lr: 0.001735 loss: 0.1866 (0.1899) loss_rec_all: 0.2127 (0.2159) loss_rec_sfr: 0.2691 (0.2756) loss_cl: -0.2793 (-0.2790) time: 0.7457 data: 0.0002 max mem: 29860 [10:47:57.064588] Epoch: [308] [ 440/2904] eta: 0:32:07 lr: 0.001735 loss: 0.1829 (0.1895) loss_rec_all: 0.2090 (0.2155) loss_rec_sfr: 0.2566 (0.2744) loss_cl: -0.2783 (-0.2790) time: 0.7456 data: 0.0002 max mem: 29860 [10:48:11.978825] Epoch: [308] [ 460/2904] eta: 0:31:47 lr: 0.001735 loss: 0.1840 (0.1896) loss_rec_all: 0.2101 (0.2156) loss_rec_sfr: 0.2526 (0.2743) loss_cl: -0.2787 (-0.2790) time: 0.7457 data: 0.0002 max mem: 29860 [10:48:26.897342] Epoch: [308] [ 480/2904] eta: 0:31:28 lr: 0.001735 loss: 0.1806 (0.1902) loss_rec_all: 0.2068 (0.2162) loss_rec_sfr: 0.2678 (0.2764) loss_cl: -0.2787 (-0.2790) time: 0.7459 data: 0.0002 max mem: 29860 [10:48:41.813077] Epoch: [308] [ 500/2904] eta: 0:31:09 lr: 0.001735 loss: 0.1775 (0.1902) loss_rec_all: 0.2036 (0.2162) loss_rec_sfr: 0.2580 (0.2766) loss_cl: -0.2789 (-0.2790) time: 0.7457 data: 0.0002 max mem: 29860 [10:48:56.729370] Epoch: [308] [ 520/2904] eta: 0:30:51 lr: 0.001735 loss: 0.1793 (0.1901) loss_rec_all: 0.2055 (0.2161) loss_rec_sfr: 0.2614 (0.2763) loss_cl: -0.2787 (-0.2789) time: 0.7458 data: 0.0003 max mem: 29860 [10:49:11.643264] Epoch: [308] [ 540/2904] eta: 0:30:33 lr: 0.001735 loss: 0.1813 (0.1901) loss_rec_all: 0.2077 (0.2160) loss_rec_sfr: 0.2299 (0.2758) loss_cl: -0.2792 (-0.2790) time: 0.7456 data: 0.0003 max mem: 29860 [10:49:26.558129] Epoch: [308] [ 560/2904] eta: 0:30:15 lr: 0.001735 loss: 0.1793 (0.1901) loss_rec_all: 0.2054 (0.2160) loss_rec_sfr: 0.2578 (0.2757) loss_cl: -0.2786 (-0.2789) time: 0.7457 data: 0.0003 max mem: 29860 [10:49:41.471523] Epoch: [308] [ 580/2904] eta: 0:29:57 lr: 0.001735 loss: 0.1832 (0.1901) loss_rec_all: 0.2095 (0.2161) loss_rec_sfr: 0.2687 (0.2759) loss_cl: -0.2795 (-0.2790) time: 0.7456 data: 0.0003 max mem: 29860 [10:49:56.385146] Epoch: [308] [ 600/2904] eta: 0:29:39 lr: 0.001735 loss: 0.1839 (0.1903) loss_rec_all: 0.2098 (0.2163) loss_rec_sfr: 0.2632 (0.2766) loss_cl: -0.2789 (-0.2790) time: 0.7456 data: 0.0003 max mem: 29860 [10:50:11.301743] Epoch: [308] [ 620/2904] eta: 0:29:22 lr: 0.001735 loss: 0.1786 (0.1903) loss_rec_all: 0.2050 (0.2163) loss_rec_sfr: 0.2640 (0.2766) loss_cl: -0.2786 (-0.2790) time: 0.7458 data: 0.0003 max mem: 29860 [10:50:26.217578] Epoch: [308] [ 640/2904] eta: 0:29:05 lr: 0.001735 loss: 0.1805 (0.1903) loss_rec_all: 0.2064 (0.2162) loss_rec_sfr: 0.2687 (0.2770) loss_cl: -0.2789 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [10:50:41.131026] Epoch: [308] [ 660/2904] eta: 0:28:47 lr: 0.001735 loss: 0.1808 (0.1904) loss_rec_all: 0.2072 (0.2164) loss_rec_sfr: 0.2643 (0.2778) loss_cl: -0.2784 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [10:50:56.046893] Epoch: [308] [ 680/2904] eta: 0:28:30 lr: 0.001735 loss: 0.1832 (0.1905) loss_rec_all: 0.2092 (0.2165) loss_rec_sfr: 0.2662 (0.2783) loss_cl: -0.2792 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [10:51:10.958613] Epoch: [308] [ 700/2904] eta: 0:28:14 lr: 0.001735 loss: 0.1824 (0.1904) loss_rec_all: 0.2089 (0.2164) loss_rec_sfr: 0.2582 (0.2779) loss_cl: -0.2788 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [10:51:25.871006] Epoch: [308] [ 720/2904] eta: 0:27:57 lr: 0.001735 loss: 0.1808 (0.1905) loss_rec_all: 0.2071 (0.2164) loss_rec_sfr: 0.2629 (0.2781) loss_cl: -0.2794 (-0.2790) time: 0.7456 data: 0.0002 max mem: 29860 [10:51:40.785502] Epoch: [308] [ 740/2904] eta: 0:27:40 lr: 0.001735 loss: 0.1821 (0.1906) loss_rec_all: 0.2080 (0.2166) loss_rec_sfr: 0.2681 (0.2786) loss_cl: -0.2790 (-0.2790) time: 0.7457 data: 0.0002 max mem: 29860 [10:51:55.697610] Epoch: [308] [ 760/2904] eta: 0:27:24 lr: 0.001735 loss: 0.1796 (0.1905) loss_rec_all: 0.2059 (0.2165) loss_rec_sfr: 0.2633 (0.2785) loss_cl: -0.2783 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [10:52:10.611733] Epoch: [308] [ 780/2904] eta: 0:27:07 lr: 0.001735 loss: 0.1775 (0.1905) loss_rec_all: 0.2039 (0.2165) loss_rec_sfr: 0.2640 (0.2784) loss_cl: -0.2788 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [10:52:25.528206] Epoch: [308] [ 800/2904] eta: 0:26:51 lr: 0.001735 loss: 0.1828 (0.1906) loss_rec_all: 0.2089 (0.2165) loss_rec_sfr: 0.2586 (0.2785) loss_cl: -0.2794 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [10:52:40.444565] Epoch: [308] [ 820/2904] eta: 0:26:34 lr: 0.001735 loss: 0.1814 (0.1905) loss_rec_all: 0.2078 (0.2164) loss_rec_sfr: 0.2552 (0.2781) loss_cl: -0.2789 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [10:52:55.354504] Epoch: [308] [ 840/2904] eta: 0:26:18 lr: 0.001735 loss: 0.1778 (0.1903) loss_rec_all: 0.2038 (0.2163) loss_rec_sfr: 0.2632 (0.2777) loss_cl: -0.2780 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [10:53:10.262309] Epoch: [308] [ 860/2904] eta: 0:26:02 lr: 0.001735 loss: 0.1807 (0.1902) loss_rec_all: 0.2069 (0.2161) loss_rec_sfr: 0.2526 (0.2772) loss_cl: -0.2791 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [10:53:25.175837] Epoch: [308] [ 880/2904] eta: 0:25:46 lr: 0.001735 loss: 0.1776 (0.1902) loss_rec_all: 0.2035 (0.2161) loss_rec_sfr: 0.2512 (0.2770) loss_cl: -0.2794 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [10:53:40.091334] Epoch: [308] [ 900/2904] eta: 0:25:30 lr: 0.001735 loss: 0.1799 (0.1900) loss_rec_all: 0.2063 (0.2160) loss_rec_sfr: 0.2524 (0.2765) loss_cl: -0.2794 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [10:53:55.006584] Epoch: [308] [ 920/2904] eta: 0:25:14 lr: 0.001735 loss: 0.1831 (0.1901) loss_rec_all: 0.2090 (0.2161) loss_rec_sfr: 0.2553 (0.2768) loss_cl: -0.2776 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [10:54:09.919736] Epoch: [308] [ 940/2904] eta: 0:24:58 lr: 0.001734 loss: 0.1812 (0.1901) loss_rec_all: 0.2071 (0.2161) loss_rec_sfr: 0.2639 (0.2769) loss_cl: -0.2792 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [10:54:24.836241] Epoch: [308] [ 960/2904] eta: 0:24:42 lr: 0.001734 loss: 0.1828 (0.1902) loss_rec_all: 0.2086 (0.2161) loss_rec_sfr: 0.2571 (0.2771) loss_cl: -0.2794 (-0.2789) time: 0.7458 data: 0.0003 max mem: 29860 [10:54:39.754445] Epoch: [308] [ 980/2904] eta: 0:24:26 lr: 0.001734 loss: 0.1841 (0.1903) loss_rec_all: 0.2105 (0.2163) loss_rec_sfr: 0.2702 (0.2778) loss_cl: -0.2794 (-0.2789) time: 0.7459 data: 0.0003 max mem: 29860 [10:54:54.673010] Epoch: [308] [1000/2904] eta: 0:24:10 lr: 0.001734 loss: 0.1777 (0.1902) loss_rec_all: 0.2038 (0.2162) loss_rec_sfr: 0.2587 (0.2775) loss_cl: -0.2791 (-0.2789) time: 0.7459 data: 0.0003 max mem: 29860 [10:55:09.587278] Epoch: [308] [1020/2904] eta: 0:23:54 lr: 0.001734 loss: 0.1786 (0.1902) loss_rec_all: 0.2051 (0.2162) loss_rec_sfr: 0.2578 (0.2773) loss_cl: -0.2784 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [10:55:24.512979] Epoch: [308] [1040/2904] eta: 0:23:38 lr: 0.001734 loss: 0.1768 (0.1902) loss_rec_all: 0.2026 (0.2161) loss_rec_sfr: 0.2702 (0.2776) loss_cl: -0.2777 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [10:55:39.431456] Epoch: [308] [1060/2904] eta: 0:23:23 lr: 0.001734 loss: 0.1820 (0.1903) loss_rec_all: 0.2084 (0.2163) loss_rec_sfr: 0.2657 (0.2781) loss_cl: -0.2785 (-0.2789) time: 0.7459 data: 0.0003 max mem: 29860 [10:55:54.352685] Epoch: [308] [1080/2904] eta: 0:23:07 lr: 0.001734 loss: 0.1774 (0.1903) loss_rec_all: 0.2035 (0.2162) loss_rec_sfr: 0.2577 (0.2777) loss_cl: -0.2797 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [10:56:09.273353] Epoch: [308] [1100/2904] eta: 0:22:51 lr: 0.001734 loss: 0.1830 (0.1901) loss_rec_all: 0.2088 (0.2161) loss_rec_sfr: 0.2254 (0.2771) loss_cl: -0.2794 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [10:56:24.187085] Epoch: [308] [1120/2904] eta: 0:22:35 lr: 0.001734 loss: 0.1784 (0.1901) loss_rec_all: 0.2043 (0.2161) loss_rec_sfr: 0.2544 (0.2772) loss_cl: -0.2786 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [10:56:39.099469] Epoch: [308] [1140/2904] eta: 0:22:20 lr: 0.001734 loss: 0.1779 (0.1902) loss_rec_all: 0.2045 (0.2161) loss_rec_sfr: 0.2630 (0.2774) loss_cl: -0.2791 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [10:56:54.009297] Epoch: [308] [1160/2904] eta: 0:22:04 lr: 0.001734 loss: 0.1857 (0.1904) loss_rec_all: 0.2118 (0.2163) loss_rec_sfr: 0.2676 (0.2781) loss_cl: -0.2790 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [10:57:08.922278] Epoch: [308] [1180/2904] eta: 0:21:49 lr: 0.001734 loss: 0.1820 (0.1903) loss_rec_all: 0.2080 (0.2163) loss_rec_sfr: 0.2704 (0.2783) loss_cl: -0.2794 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [10:57:23.838972] Epoch: [308] [1200/2904] eta: 0:21:33 lr: 0.001734 loss: 0.1798 (0.1904) loss_rec_all: 0.2062 (0.2163) loss_rec_sfr: 0.2601 (0.2785) loss_cl: -0.2796 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [10:57:38.759662] Epoch: [308] [1220/2904] eta: 0:21:17 lr: 0.001734 loss: 0.1779 (0.1904) loss_rec_all: 0.2046 (0.2163) loss_rec_sfr: 0.2243 (0.2783) loss_cl: -0.2791 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [10:57:53.674661] Epoch: [308] [1240/2904] eta: 0:21:02 lr: 0.001734 loss: 0.1821 (0.1904) loss_rec_all: 0.2082 (0.2163) loss_rec_sfr: 0.2631 (0.2782) loss_cl: -0.2787 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [10:58:08.586530] Epoch: [308] [1260/2904] eta: 0:20:46 lr: 0.001734 loss: 0.1810 (0.1903) loss_rec_all: 0.2072 (0.2162) loss_rec_sfr: 0.2591 (0.2778) loss_cl: -0.2788 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [10:58:23.499428] Epoch: [308] [1280/2904] eta: 0:20:31 lr: 0.001734 loss: 0.1821 (0.1903) loss_rec_all: 0.2080 (0.2163) loss_rec_sfr: 0.2619 (0.2780) loss_cl: -0.2797 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [10:58:38.415724] Epoch: [308] [1300/2904] eta: 0:20:15 lr: 0.001734 loss: 0.1802 (0.1904) loss_rec_all: 0.2062 (0.2163) loss_rec_sfr: 0.2626 (0.2780) loss_cl: -0.2789 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [10:58:53.328741] Epoch: [308] [1320/2904] eta: 0:20:00 lr: 0.001734 loss: 0.1820 (0.1905) loss_rec_all: 0.2088 (0.2164) loss_rec_sfr: 0.2615 (0.2785) loss_cl: -0.2791 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [10:59:08.246262] Epoch: [308] [1340/2904] eta: 0:19:45 lr: 0.001734 loss: 0.1808 (0.1905) loss_rec_all: 0.2068 (0.2164) loss_rec_sfr: 0.2547 (0.2784) loss_cl: -0.2787 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [10:59:23.166418] Epoch: [308] [1360/2904] eta: 0:19:29 lr: 0.001734 loss: 0.1851 (0.1906) loss_rec_all: 0.2111 (0.2166) loss_rec_sfr: 0.2629 (0.2788) loss_cl: -0.2786 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [10:59:38.081627] Epoch: [308] [1380/2904] eta: 0:19:14 lr: 0.001734 loss: 0.1823 (0.1906) loss_rec_all: 0.2082 (0.2165) loss_rec_sfr: 0.2681 (0.2787) loss_cl: -0.2792 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [10:59:52.992001] Epoch: [308] [1400/2904] eta: 0:18:58 lr: 0.001734 loss: 0.1803 (0.1905) loss_rec_all: 0.2063 (0.2164) loss_rec_sfr: 0.2595 (0.2784) loss_cl: -0.2790 (-0.2789) time: 0.7455 data: 0.0003 max mem: 29860 [11:00:07.904564] Epoch: [308] [1420/2904] eta: 0:18:43 lr: 0.001734 loss: 0.1806 (0.1905) loss_rec_all: 0.2068 (0.2165) loss_rec_sfr: 0.2490 (0.2784) loss_cl: -0.2788 (-0.2789) time: 0.7456 data: 0.0003 max mem: 29860 [11:00:22.819838] Epoch: [308] [1440/2904] eta: 0:18:28 lr: 0.001734 loss: 0.1806 (0.1906) loss_rec_all: 0.2070 (0.2165) loss_rec_sfr: 0.2552 (0.2784) loss_cl: -0.2792 (-0.2789) time: 0.7457 data: 0.0003 max mem: 29860 [11:00:37.731304] Epoch: [308] [1460/2904] eta: 0:18:12 lr: 0.001734 loss: 0.1825 (0.1905) loss_rec_all: 0.2089 (0.2164) loss_rec_sfr: 0.2645 (0.2782) loss_cl: -0.2794 (-0.2789) time: 0.7455 data: 0.0003 max mem: 29860 [11:00:52.649028] Epoch: [308] [1480/2904] eta: 0:17:57 lr: 0.001734 loss: 0.1825 (0.1905) loss_rec_all: 0.2090 (0.2164) loss_rec_sfr: 0.2596 (0.2782) loss_cl: -0.2791 (-0.2789) time: 0.7458 data: 0.0003 max mem: 29860 [11:01:07.560171] Epoch: [308] [1500/2904] eta: 0:17:42 lr: 0.001734 loss: 0.1784 (0.1904) loss_rec_all: 0.2046 (0.2164) loss_rec_sfr: 0.2521 (0.2780) loss_cl: -0.2789 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [11:01:22.471460] Epoch: [308] [1520/2904] eta: 0:17:26 lr: 0.001734 loss: 0.1835 (0.1904) loss_rec_all: 0.2097 (0.2163) loss_rec_sfr: 0.2633 (0.2780) loss_cl: -0.2786 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [11:01:37.388660] Epoch: [308] [1540/2904] eta: 0:17:11 lr: 0.001734 loss: 0.1815 (0.1903) loss_rec_all: 0.2076 (0.2163) loss_rec_sfr: 0.2528 (0.2777) loss_cl: -0.2798 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [11:01:52.300078] Epoch: [308] [1560/2904] eta: 0:16:56 lr: 0.001734 loss: 0.1803 (0.1904) loss_rec_all: 0.2066 (0.2164) loss_rec_sfr: 0.2646 (0.2781) loss_cl: -0.2792 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [11:02:07.213108] Epoch: [308] [1580/2904] eta: 0:16:40 lr: 0.001734 loss: 0.1853 (0.1905) loss_rec_all: 0.2115 (0.2165) loss_rec_sfr: 0.2604 (0.2784) loss_cl: -0.2783 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [11:02:22.127728] Epoch: [308] [1600/2904] eta: 0:16:25 lr: 0.001733 loss: 0.1862 (0.1905) loss_rec_all: 0.2126 (0.2165) loss_rec_sfr: 0.2573 (0.2782) loss_cl: -0.2781 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [11:02:37.048683] Epoch: [308] [1620/2904] eta: 0:16:10 lr: 0.001733 loss: 0.1826 (0.1906) loss_rec_all: 0.2087 (0.2165) loss_rec_sfr: 0.2595 (0.2783) loss_cl: -0.2787 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [11:02:51.959477] Epoch: [308] [1640/2904] eta: 0:15:54 lr: 0.001733 loss: 0.1817 (0.1906) loss_rec_all: 0.2074 (0.2166) loss_rec_sfr: 0.2629 (0.2786) loss_cl: -0.2789 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [11:03:06.875081] Epoch: [308] [1660/2904] eta: 0:15:39 lr: 0.001733 loss: 0.1818 (0.1906) loss_rec_all: 0.2078 (0.2165) loss_rec_sfr: 0.2620 (0.2785) loss_cl: -0.2795 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [11:03:21.793522] Epoch: [308] [1680/2904] eta: 0:15:24 lr: 0.001733 loss: 0.1832 (0.1906) loss_rec_all: 0.2091 (0.2165) loss_rec_sfr: 0.2566 (0.2784) loss_cl: -0.2787 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [11:03:36.705676] Epoch: [308] [1700/2904] eta: 0:15:09 lr: 0.001733 loss: 0.1821 (0.1906) loss_rec_all: 0.2082 (0.2165) loss_rec_sfr: 0.2518 (0.2784) loss_cl: -0.2789 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [11:03:51.644843] Epoch: [308] [1720/2904] eta: 0:14:53 lr: 0.001733 loss: 0.1791 (0.1905) loss_rec_all: 0.2053 (0.2165) loss_rec_sfr: 0.2192 (0.2779) loss_cl: -0.2787 (-0.2789) time: 0.7469 data: 0.0002 max mem: 29860 [11:04:06.577879] Epoch: [308] [1740/2904] eta: 0:14:38 lr: 0.001733 loss: 0.1877 (0.1906) loss_rec_all: 0.2137 (0.2165) loss_rec_sfr: 0.2672 (0.2781) loss_cl: -0.2789 (-0.2789) time: 0.7466 data: 0.0002 max mem: 29860 [11:04:21.504708] Epoch: [308] [1760/2904] eta: 0:14:23 lr: 0.001733 loss: 0.1804 (0.1906) loss_rec_all: 0.2064 (0.2165) loss_rec_sfr: 0.2583 (0.2782) loss_cl: -0.2785 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [11:04:36.435476] Epoch: [308] [1780/2904] eta: 0:14:08 lr: 0.001733 loss: 0.1799 (0.1905) loss_rec_all: 0.2062 (0.2164) loss_rec_sfr: 0.2592 (0.2778) loss_cl: -0.2792 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [11:04:51.366882] Epoch: [308] [1800/2904] eta: 0:13:53 lr: 0.001733 loss: 0.1822 (0.1905) loss_rec_all: 0.2081 (0.2164) loss_rec_sfr: 0.2619 (0.2778) loss_cl: -0.2784 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [11:05:06.297539] Epoch: [308] [1820/2904] eta: 0:13:37 lr: 0.001733 loss: 0.1790 (0.1905) loss_rec_all: 0.2056 (0.2164) loss_rec_sfr: 0.2171 (0.2775) loss_cl: -0.2780 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [11:05:21.224090] Epoch: [308] [1840/2904] eta: 0:13:22 lr: 0.001733 loss: 0.1789 (0.1904) loss_rec_all: 0.2051 (0.2164) loss_rec_sfr: 0.2639 (0.2776) loss_cl: -0.2790 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [11:05:36.152819] Epoch: [308] [1860/2904] eta: 0:13:07 lr: 0.001733 loss: 0.1796 (0.1904) loss_rec_all: 0.2056 (0.2163) loss_rec_sfr: 0.2501 (0.2774) loss_cl: -0.2793 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [11:05:51.076445] Epoch: [308] [1880/2904] eta: 0:12:52 lr: 0.001733 loss: 0.1765 (0.1904) loss_rec_all: 0.2030 (0.2163) loss_rec_sfr: 0.2219 (0.2773) loss_cl: -0.2792 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [11:06:06.004434] Epoch: [308] [1900/2904] eta: 0:12:37 lr: 0.001733 loss: 0.1821 (0.1904) loss_rec_all: 0.2082 (0.2164) loss_rec_sfr: 0.2653 (0.2775) loss_cl: -0.2789 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [11:06:20.926218] Epoch: [308] [1920/2904] eta: 0:12:22 lr: 0.001733 loss: 0.1784 (0.1904) loss_rec_all: 0.2048 (0.2163) loss_rec_sfr: 0.2675 (0.2775) loss_cl: -0.2785 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [11:06:35.850551] Epoch: [308] [1940/2904] eta: 0:12:06 lr: 0.001733 loss: 0.1828 (0.1904) loss_rec_all: 0.2088 (0.2163) loss_rec_sfr: 0.2613 (0.2774) loss_cl: -0.2784 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [11:06:50.771645] Epoch: [308] [1960/2904] eta: 0:11:51 lr: 0.001733 loss: 0.1795 (0.1903) loss_rec_all: 0.2057 (0.2163) loss_rec_sfr: 0.2645 (0.2773) loss_cl: -0.2791 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [11:07:05.689838] Epoch: [308] [1980/2904] eta: 0:11:36 lr: 0.001733 loss: 0.1782 (0.1903) loss_rec_all: 0.2044 (0.2162) loss_rec_sfr: 0.2563 (0.2771) loss_cl: -0.2794 (-0.2789) time: 0.7459 data: 0.0003 max mem: 29860 [11:07:20.613823] Epoch: [308] [2000/2904] eta: 0:11:21 lr: 0.001733 loss: 0.1850 (0.1902) loss_rec_all: 0.2109 (0.2162) loss_rec_sfr: 0.2663 (0.2771) loss_cl: -0.2785 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [11:07:35.524937] Epoch: [308] [2020/2904] eta: 0:11:06 lr: 0.001733 loss: 0.1800 (0.1902) loss_rec_all: 0.2059 (0.2162) loss_rec_sfr: 0.2584 (0.2770) loss_cl: -0.2789 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [11:07:50.440301] Epoch: [308] [2040/2904] eta: 0:10:51 lr: 0.001733 loss: 0.1835 (0.1902) loss_rec_all: 0.2098 (0.2162) loss_rec_sfr: 0.2629 (0.2770) loss_cl: -0.2792 (-0.2789) time: 0.7457 data: 0.0003 max mem: 29860 [11:08:05.361873] Epoch: [308] [2060/2904] eta: 0:10:36 lr: 0.001733 loss: 0.1766 (0.1902) loss_rec_all: 0.2026 (0.2162) loss_rec_sfr: 0.2540 (0.2769) loss_cl: -0.2792 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [11:08:20.285780] Epoch: [308] [2080/2904] eta: 0:10:20 lr: 0.001733 loss: 0.1782 (0.1902) loss_rec_all: 0.2043 (0.2161) loss_rec_sfr: 0.2280 (0.2767) loss_cl: -0.2796 (-0.2789) time: 0.7462 data: 0.0003 max mem: 29860 [11:08:35.213337] Epoch: [308] [2100/2904] eta: 0:10:05 lr: 0.001733 loss: 0.1822 (0.1902) loss_rec_all: 0.2083 (0.2162) loss_rec_sfr: 0.2704 (0.2769) loss_cl: -0.2787 (-0.2789) time: 0.7463 data: 0.0003 max mem: 29860 [11:08:50.133081] Epoch: [308] [2120/2904] eta: 0:09:50 lr: 0.001733 loss: 0.1827 (0.1903) loss_rec_all: 0.2090 (0.2162) loss_rec_sfr: 0.2529 (0.2771) loss_cl: -0.2790 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [11:09:05.052384] Epoch: [308] [2140/2904] eta: 0:09:35 lr: 0.001733 loss: 0.1802 (0.1903) loss_rec_all: 0.2068 (0.2162) loss_rec_sfr: 0.2557 (0.2770) loss_cl: -0.2786 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [11:09:19.963671] Epoch: [308] [2160/2904] eta: 0:09:20 lr: 0.001733 loss: 0.1855 (0.1903) loss_rec_all: 0.2117 (0.2162) loss_rec_sfr: 0.2674 (0.2771) loss_cl: -0.2785 (-0.2789) time: 0.7455 data: 0.0003 max mem: 29860 [11:09:34.882993] Epoch: [308] [2180/2904] eta: 0:09:05 lr: 0.001733 loss: 0.1803 (0.1903) loss_rec_all: 0.2069 (0.2162) loss_rec_sfr: 0.2639 (0.2772) loss_cl: -0.2791 (-0.2789) time: 0.7459 data: 0.0003 max mem: 29860 [11:09:49.804555] Epoch: [308] [2200/2904] eta: 0:08:50 lr: 0.001733 loss: 0.1818 (0.1903) loss_rec_all: 0.2079 (0.2163) loss_rec_sfr: 0.2619 (0.2773) loss_cl: -0.2790 (-0.2789) time: 0.7460 data: 0.0003 max mem: 29860 [11:10:04.725451] Epoch: [308] [2220/2904] eta: 0:08:35 lr: 0.001733 loss: 0.1788 (0.1903) loss_rec_all: 0.2050 (0.2163) loss_rec_sfr: 0.2625 (0.2772) loss_cl: -0.2787 (-0.2789) time: 0.7460 data: 0.0003 max mem: 29860 [11:10:19.641424] Epoch: [308] [2240/2904] eta: 0:08:19 lr: 0.001733 loss: 0.1805 (0.1903) loss_rec_all: 0.2066 (0.2163) loss_rec_sfr: 0.2559 (0.2771) loss_cl: -0.2783 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [11:10:34.559592] Epoch: [308] [2260/2904] eta: 0:08:04 lr: 0.001732 loss: 0.1797 (0.1904) loss_rec_all: 0.2061 (0.2163) loss_rec_sfr: 0.2648 (0.2773) loss_cl: -0.2787 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [11:10:49.475215] Epoch: [308] [2280/2904] eta: 0:07:49 lr: 0.001732 loss: 0.1827 (0.1905) loss_rec_all: 0.2087 (0.2164) loss_rec_sfr: 0.2596 (0.2776) loss_cl: -0.2794 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [11:11:04.392136] Epoch: [308] [2300/2904] eta: 0:07:34 lr: 0.001732 loss: 0.1788 (0.1904) loss_rec_all: 0.2049 (0.2164) loss_rec_sfr: 0.2603 (0.2774) loss_cl: -0.2796 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [11:11:19.310535] Epoch: [308] [2320/2904] eta: 0:07:19 lr: 0.001732 loss: 0.1823 (0.1904) loss_rec_all: 0.2082 (0.2164) loss_rec_sfr: 0.2631 (0.2775) loss_cl: -0.2786 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [11:11:34.229651] Epoch: [308] [2340/2904] eta: 0:07:04 lr: 0.001732 loss: 0.1793 (0.1903) loss_rec_all: 0.2053 (0.2163) loss_rec_sfr: 0.2572 (0.2772) loss_cl: -0.2787 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [11:11:49.143071] Epoch: [308] [2360/2904] eta: 0:06:49 lr: 0.001732 loss: 0.1818 (0.1904) loss_rec_all: 0.2078 (0.2163) loss_rec_sfr: 0.2561 (0.2771) loss_cl: -0.2786 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [11:12:04.058987] Epoch: [308] [2380/2904] eta: 0:06:34 lr: 0.001732 loss: 0.1779 (0.1903) loss_rec_all: 0.2041 (0.2163) loss_rec_sfr: 0.2601 (0.2771) loss_cl: -0.2784 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [11:12:18.977050] Epoch: [308] [2400/2904] eta: 0:06:19 lr: 0.001732 loss: 0.1785 (0.1904) loss_rec_all: 0.2047 (0.2163) loss_rec_sfr: 0.2723 (0.2773) loss_cl: -0.2787 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [11:12:33.896354] Epoch: [308] [2420/2904] eta: 0:06:04 lr: 0.001732 loss: 0.1836 (0.1904) loss_rec_all: 0.2095 (0.2163) loss_rec_sfr: 0.2634 (0.2773) loss_cl: -0.2789 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [11:12:48.814400] Epoch: [308] [2440/2904] eta: 0:05:49 lr: 0.001732 loss: 0.1798 (0.1903) loss_rec_all: 0.2056 (0.2162) loss_rec_sfr: 0.2455 (0.2770) loss_cl: -0.2792 (-0.2789) time: 0.7459 data: 0.0003 max mem: 29860 [11:13:03.739367] Epoch: [308] [2460/2904] eta: 0:05:34 lr: 0.001732 loss: 0.1801 (0.1903) loss_rec_all: 0.2062 (0.2162) loss_rec_sfr: 0.2538 (0.2769) loss_cl: -0.2792 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [11:13:18.657502] Epoch: [308] [2480/2904] eta: 0:05:18 lr: 0.001732 loss: 0.1799 (0.1903) loss_rec_all: 0.2059 (0.2162) loss_rec_sfr: 0.2592 (0.2768) loss_cl: -0.2787 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [11:13:33.571933] Epoch: [308] [2500/2904] eta: 0:05:03 lr: 0.001732 loss: 0.1810 (0.1903) loss_rec_all: 0.2070 (0.2162) loss_rec_sfr: 0.2567 (0.2768) loss_cl: -0.2788 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [11:13:48.481555] Epoch: [308] [2520/2904] eta: 0:04:48 lr: 0.001732 loss: 0.1852 (0.1903) loss_rec_all: 0.2115 (0.2163) loss_rec_sfr: 0.2597 (0.2770) loss_cl: -0.2791 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [11:14:03.408973] Epoch: [308] [2540/2904] eta: 0:04:33 lr: 0.001732 loss: 0.1798 (0.1903) loss_rec_all: 0.2058 (0.2163) loss_rec_sfr: 0.2690 (0.2771) loss_cl: -0.2791 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [11:14:18.343188] Epoch: [308] [2560/2904] eta: 0:04:18 lr: 0.001732 loss: 0.1818 (0.1903) loss_rec_all: 0.2081 (0.2163) loss_rec_sfr: 0.2513 (0.2770) loss_cl: -0.2806 (-0.2789) time: 0.7467 data: 0.0002 max mem: 29860 [11:14:33.294128] Epoch: [308] [2580/2904] eta: 0:04:03 lr: 0.001732 loss: 0.1827 (0.1903) loss_rec_all: 0.2087 (0.2163) loss_rec_sfr: 0.2585 (0.2770) loss_cl: -0.2799 (-0.2789) time: 0.7475 data: 0.0002 max mem: 29860 [11:14:48.230119] Epoch: [308] [2600/2904] eta: 0:03:48 lr: 0.001732 loss: 0.1805 (0.1903) loss_rec_all: 0.2069 (0.2163) loss_rec_sfr: 0.2602 (0.2771) loss_cl: -0.2778 (-0.2789) time: 0.7468 data: 0.0002 max mem: 29860 [11:15:03.170057] Epoch: [308] [2620/2904] eta: 0:03:33 lr: 0.001732 loss: 0.1821 (0.1903) loss_rec_all: 0.2081 (0.2163) loss_rec_sfr: 0.2677 (0.2771) loss_cl: -0.2785 (-0.2789) time: 0.7470 data: 0.0002 max mem: 29860 [11:15:18.113476] Epoch: [308] [2640/2904] eta: 0:03:18 lr: 0.001732 loss: 0.1809 (0.1903) loss_rec_all: 0.2070 (0.2163) loss_rec_sfr: 0.2744 (0.2771) loss_cl: -0.2783 (-0.2789) time: 0.7471 data: 0.0002 max mem: 29860 [11:15:33.039103] Epoch: [308] [2660/2904] eta: 0:03:03 lr: 0.001732 loss: 0.1826 (0.1903) loss_rec_all: 0.2085 (0.2163) loss_rec_sfr: 0.2616 (0.2771) loss_cl: -0.2789 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [11:15:47.956718] Epoch: [308] [2680/2904] eta: 0:02:48 lr: 0.001732 loss: 0.1798 (0.1903) loss_rec_all: 0.2060 (0.2162) loss_rec_sfr: 0.2186 (0.2769) loss_cl: -0.2801 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [11:16:02.879937] Epoch: [308] [2700/2904] eta: 0:02:33 lr: 0.001732 loss: 0.1771 (0.1902) loss_rec_all: 0.2032 (0.2162) loss_rec_sfr: 0.2630 (0.2768) loss_cl: -0.2794 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [11:16:17.804160] Epoch: [308] [2720/2904] eta: 0:02:18 lr: 0.001732 loss: 0.1770 (0.1902) loss_rec_all: 0.2028 (0.2161) loss_rec_sfr: 0.2577 (0.2767) loss_cl: -0.2780 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [11:16:32.729300] Epoch: [308] [2740/2904] eta: 0:02:03 lr: 0.001732 loss: 0.1815 (0.1902) loss_rec_all: 0.2077 (0.2161) loss_rec_sfr: 0.2601 (0.2766) loss_cl: -0.2793 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [11:16:47.641506] Epoch: [308] [2760/2904] eta: 0:01:48 lr: 0.001732 loss: 0.1771 (0.1902) loss_rec_all: 0.2034 (0.2161) loss_rec_sfr: 0.2514 (0.2766) loss_cl: -0.2793 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [11:17:02.561486] Epoch: [308] [2780/2904] eta: 0:01:33 lr: 0.001732 loss: 0.1807 (0.1902) loss_rec_all: 0.2071 (0.2161) loss_rec_sfr: 0.2646 (0.2767) loss_cl: -0.2787 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [11:17:17.472260] Epoch: [308] [2800/2904] eta: 0:01:18 lr: 0.001732 loss: 0.1804 (0.1902) loss_rec_all: 0.2067 (0.2161) loss_rec_sfr: 0.2487 (0.2767) loss_cl: -0.2785 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [11:17:32.376760] Epoch: [308] [2820/2904] eta: 0:01:03 lr: 0.001732 loss: 0.1816 (0.1902) loss_rec_all: 0.2074 (0.2162) loss_rec_sfr: 0.2692 (0.2768) loss_cl: -0.2784 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [11:17:47.311063] Epoch: [308] [2840/2904] eta: 0:00:48 lr: 0.001732 loss: 0.1842 (0.1903) loss_rec_all: 0.2104 (0.2162) loss_rec_sfr: 0.2715 (0.2770) loss_cl: -0.2788 (-0.2789) time: 0.7467 data: 0.0023 max mem: 29860 [11:18:02.195278] Epoch: [308] [2860/2904] eta: 0:00:33 lr: 0.001732 loss: 0.1780 (0.1903) loss_rec_all: 0.2040 (0.2162) loss_rec_sfr: 0.2696 (0.2771) loss_cl: -0.2793 (-0.2789) time: 0.7442 data: 0.0001 max mem: 29860 [11:18:17.086688] Epoch: [308] [2880/2904] eta: 0:00:18 lr: 0.001732 loss: 0.1834 (0.1903) loss_rec_all: 0.2093 (0.2163) loss_rec_sfr: 0.2740 (0.2774) loss_cl: -0.2788 (-0.2789) time: 0.7445 data: 0.0001 max mem: 29860 [11:18:31.983761] Epoch: [308] [2900/2904] eta: 0:00:03 lr: 0.001731 loss: 0.1800 (0.1904) loss_rec_all: 0.2058 (0.2163) loss_rec_sfr: 0.2582 (0.2775) loss_cl: -0.2784 (-0.2789) time: 0.7448 data: 0.0001 max mem: 29860 [11:18:34.224350] Epoch: [308] [2903/2904] eta: 0:00:00 lr: 0.001731 loss: 0.1810 (0.1904) loss_rec_all: 0.2069 (0.2163) loss_rec_sfr: 0.2582 (0.2775) loss_cl: -0.2784 (-0.2789) time: 0.7447 data: 0.0001 max mem: 29860 [11:18:36.215524] Epoch: [308] Total time: 0:36:24 (0.7521 s / it) [11:18:36.216416] Averaged stats: lr: 0.001731 loss: 0.1810 (0.1928) loss_rec_all: 0.2069 (0.2164) loss_rec_sfr: 0.2582 (0.2781) loss_cl: -0.2784 (-0.2556) [11:18:36.221592] log_dir: ./checkpoint/VF2_ViT-B [11:18:52.921836] Epoch: [309] [ 0/2904] eta: 13:28:14 lr: 0.001731 loss: 0.1719 (0.1719) loss_rec_all: 0.1983 (0.1983) loss_rec_sfr: 0.1918 (0.1918) loss_cl: -0.2775 (-0.2775) time: 16.6991 data: 15.2875 max mem: 29860 [11:19:09.934275] Epoch: [309] [ 20/2904] eta: 1:17:09 lr: 0.001731 loss: 0.1863 (0.1975) loss_rec_all: 0.2126 (0.2233) loss_rec_sfr: 0.2668 (0.2986) loss_cl: -0.2789 (-0.2787) time: 0.8506 data: 0.0915 max mem: 29860 [11:19:24.800313] Epoch: [309] [ 40/2904] eta: 0:56:33 lr: 0.001731 loss: 0.1809 (0.1966) loss_rec_all: 0.2070 (0.2224) loss_rec_sfr: 0.2656 (0.3005) loss_cl: -0.2793 (-0.2791) time: 0.7433 data: 0.0002 max mem: 29860 [11:19:39.675370] Epoch: [309] [ 60/2904] eta: 0:49:18 lr: 0.001731 loss: 0.1787 (0.1950) loss_rec_all: 0.2049 (0.2208) loss_rec_sfr: 0.2639 (0.2963) loss_cl: -0.2785 (-0.2790) time: 0.7437 data: 0.0002 max mem: 29860 [11:19:54.561818] Epoch: [309] [ 80/2904] eta: 0:45:31 lr: 0.001731 loss: 0.1817 (0.1945) loss_rec_all: 0.2077 (0.2203) loss_rec_sfr: 0.2659 (0.2951) loss_cl: -0.2781 (-0.2788) time: 0.7443 data: 0.0002 max mem: 29860 [11:20:09.458002] Epoch: [309] [ 100/2904] eta: 0:43:08 lr: 0.001731 loss: 0.1825 (0.1942) loss_rec_all: 0.2083 (0.2200) loss_rec_sfr: 0.2621 (0.2942) loss_cl: -0.2782 (-0.2787) time: 0.7448 data: 0.0002 max mem: 29860 [11:20:24.360426] Epoch: [309] [ 120/2904] eta: 0:41:27 lr: 0.001731 loss: 0.1788 (0.1915) loss_rec_all: 0.2052 (0.2173) loss_rec_sfr: 0.2565 (0.2857) loss_cl: -0.2795 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [11:20:39.296545] Epoch: [309] [ 140/2904] eta: 0:40:12 lr: 0.001731 loss: 0.1773 (0.1908) loss_rec_all: 0.2036 (0.2167) loss_rec_sfr: 0.2282 (0.2829) loss_cl: -0.2799 (-0.2789) time: 0.7468 data: 0.0002 max mem: 29860 [11:20:54.212621] Epoch: [309] [ 160/2904] eta: 0:39:11 lr: 0.001731 loss: 0.1772 (0.1900) loss_rec_all: 0.2036 (0.2160) loss_rec_sfr: 0.2695 (0.2813) loss_cl: -0.2797 (-0.2790) time: 0.7458 data: 0.0002 max mem: 29860 [11:21:09.127255] Epoch: [309] [ 180/2904] eta: 0:38:21 lr: 0.001731 loss: 0.1836 (0.1904) loss_rec_all: 0.2095 (0.2163) loss_rec_sfr: 0.2688 (0.2825) loss_cl: -0.2784 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [11:21:24.041416] Epoch: [309] [ 200/2904] eta: 0:37:37 lr: 0.001731 loss: 0.1765 (0.1905) loss_rec_all: 0.2030 (0.2164) loss_rec_sfr: 0.2514 (0.2829) loss_cl: -0.2776 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [11:21:38.978916] Epoch: [309] [ 220/2904] eta: 0:36:59 lr: 0.001731 loss: 0.1762 (0.1898) loss_rec_all: 0.2029 (0.2157) loss_rec_sfr: 0.2500 (0.2810) loss_cl: -0.2793 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [11:21:53.880223] Epoch: [309] [ 240/2904] eta: 0:36:24 lr: 0.001731 loss: 0.1795 (0.1898) loss_rec_all: 0.2056 (0.2157) loss_rec_sfr: 0.2619 (0.2798) loss_cl: -0.2795 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [11:22:08.776291] Epoch: [309] [ 260/2904] eta: 0:35:53 lr: 0.001731 loss: 0.1805 (0.1895) loss_rec_all: 0.2064 (0.2155) loss_rec_sfr: 0.2509 (0.2784) loss_cl: -0.2792 (-0.2788) time: 0.7448 data: 0.0002 max mem: 29860 [11:22:23.680000] Epoch: [309] [ 280/2904] eta: 0:35:23 lr: 0.001731 loss: 0.1819 (0.1895) loss_rec_all: 0.2077 (0.2155) loss_rec_sfr: 0.2618 (0.2781) loss_cl: -0.2789 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [11:22:38.605186] Epoch: [309] [ 300/2904] eta: 0:34:56 lr: 0.001731 loss: 0.1801 (0.1896) loss_rec_all: 0.2063 (0.2155) loss_rec_sfr: 0.2593 (0.2780) loss_cl: -0.2790 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [11:22:53.516129] Epoch: [309] [ 320/2904] eta: 0:34:31 lr: 0.001731 loss: 0.1774 (0.1892) loss_rec_all: 0.2038 (0.2151) loss_rec_sfr: 0.2323 (0.2757) loss_cl: -0.2794 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [11:23:08.450630] Epoch: [309] [ 340/2904] eta: 0:34:06 lr: 0.001731 loss: 0.1820 (0.1896) loss_rec_all: 0.2079 (0.2155) loss_rec_sfr: 0.2675 (0.2770) loss_cl: -0.2789 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [11:23:23.357784] Epoch: [309] [ 360/2904] eta: 0:33:43 lr: 0.001731 loss: 0.1804 (0.1899) loss_rec_all: 0.2064 (0.2159) loss_rec_sfr: 0.2641 (0.2781) loss_cl: -0.2790 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [11:23:38.267838] Epoch: [309] [ 380/2904] eta: 0:33:20 lr: 0.001731 loss: 0.1838 (0.1901) loss_rec_all: 0.2098 (0.2160) loss_rec_sfr: 0.2661 (0.2782) loss_cl: -0.2793 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [11:23:53.178867] Epoch: [309] [ 400/2904] eta: 0:32:59 lr: 0.001731 loss: 0.1774 (0.1897) loss_rec_all: 0.2038 (0.2157) loss_rec_sfr: 0.2516 (0.2767) loss_cl: -0.2784 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [11:24:08.084470] Epoch: [309] [ 420/2904] eta: 0:32:37 lr: 0.001731 loss: 0.1819 (0.1897) loss_rec_all: 0.2078 (0.2156) loss_rec_sfr: 0.2617 (0.2765) loss_cl: -0.2787 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [11:24:22.992362] Epoch: [309] [ 440/2904] eta: 0:32:17 lr: 0.001731 loss: 0.1899 (0.1902) loss_rec_all: 0.2160 (0.2161) loss_rec_sfr: 0.2651 (0.2778) loss_cl: -0.2792 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [11:24:37.897555] Epoch: [309] [ 460/2904] eta: 0:31:57 lr: 0.001731 loss: 0.1816 (0.1906) loss_rec_all: 0.2079 (0.2165) loss_rec_sfr: 0.2718 (0.2794) loss_cl: -0.2796 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [11:24:52.806265] Epoch: [309] [ 480/2904] eta: 0:31:37 lr: 0.001731 loss: 0.1822 (0.1905) loss_rec_all: 0.2083 (0.2164) loss_rec_sfr: 0.2598 (0.2792) loss_cl: -0.2789 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [11:25:07.716391] Epoch: [309] [ 500/2904] eta: 0:31:18 lr: 0.001731 loss: 0.1779 (0.1903) loss_rec_all: 0.2038 (0.2162) loss_rec_sfr: 0.2584 (0.2786) loss_cl: -0.2781 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [11:25:22.632555] Epoch: [309] [ 520/2904] eta: 0:30:59 lr: 0.001731 loss: 0.1788 (0.1903) loss_rec_all: 0.2047 (0.2162) loss_rec_sfr: 0.2707 (0.2787) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [11:25:37.547910] Epoch: [309] [ 540/2904] eta: 0:30:40 lr: 0.001731 loss: 0.1801 (0.1903) loss_rec_all: 0.2062 (0.2162) loss_rec_sfr: 0.2625 (0.2783) loss_cl: -0.2796 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [11:25:52.472393] Epoch: [309] [ 560/2904] eta: 0:30:22 lr: 0.001731 loss: 0.1797 (0.1902) loss_rec_all: 0.2063 (0.2162) loss_rec_sfr: 0.2498 (0.2782) loss_cl: -0.2798 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [11:26:07.407107] Epoch: [309] [ 580/2904] eta: 0:30:04 lr: 0.001731 loss: 0.1851 (0.1903) loss_rec_all: 0.2111 (0.2163) loss_rec_sfr: 0.2606 (0.2784) loss_cl: -0.2790 (-0.2789) time: 0.7467 data: 0.0003 max mem: 29860 [11:26:22.335624] Epoch: [309] [ 600/2904] eta: 0:29:46 lr: 0.001731 loss: 0.1771 (0.1903) loss_rec_all: 0.2034 (0.2163) loss_rec_sfr: 0.2601 (0.2788) loss_cl: -0.2787 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [11:26:37.261336] Epoch: [309] [ 620/2904] eta: 0:29:29 lr: 0.001731 loss: 0.1810 (0.1905) loss_rec_all: 0.2074 (0.2164) loss_rec_sfr: 0.2580 (0.2793) loss_cl: -0.2794 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [11:26:52.171179] Epoch: [309] [ 640/2904] eta: 0:29:11 lr: 0.001731 loss: 0.1846 (0.1907) loss_rec_all: 0.2106 (0.2166) loss_rec_sfr: 0.2693 (0.2799) loss_cl: -0.2789 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [11:27:07.088334] Epoch: [309] [ 660/2904] eta: 0:28:54 lr: 0.001730 loss: 0.1793 (0.1906) loss_rec_all: 0.2057 (0.2165) loss_rec_sfr: 0.2498 (0.2796) loss_cl: -0.2791 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [11:27:22.003097] Epoch: [309] [ 680/2904] eta: 0:28:36 lr: 0.001730 loss: 0.1828 (0.1907) loss_rec_all: 0.2094 (0.2166) loss_rec_sfr: 0.2650 (0.2796) loss_cl: -0.2786 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [11:27:36.914361] Epoch: [309] [ 700/2904] eta: 0:28:19 lr: 0.001730 loss: 0.1762 (0.1904) loss_rec_all: 0.2030 (0.2164) loss_rec_sfr: 0.2540 (0.2788) loss_cl: -0.2782 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [11:27:51.827880] Epoch: [309] [ 720/2904] eta: 0:28:02 lr: 0.001730 loss: 0.1787 (0.1902) loss_rec_all: 0.2046 (0.2162) loss_rec_sfr: 0.2536 (0.2778) loss_cl: -0.2780 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [11:28:06.736836] Epoch: [309] [ 740/2904] eta: 0:27:46 lr: 0.001730 loss: 0.1820 (0.1901) loss_rec_all: 0.2082 (0.2160) loss_rec_sfr: 0.2566 (0.2775) loss_cl: -0.2791 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [11:28:21.651685] Epoch: [309] [ 760/2904] eta: 0:27:29 lr: 0.001730 loss: 0.1828 (0.1902) loss_rec_all: 0.2095 (0.2161) loss_rec_sfr: 0.2665 (0.2780) loss_cl: -0.2801 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [11:28:36.566238] Epoch: [309] [ 780/2904] eta: 0:27:12 lr: 0.001730 loss: 0.1819 (0.1904) loss_rec_all: 0.2084 (0.2163) loss_rec_sfr: 0.2632 (0.2786) loss_cl: -0.2789 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [11:28:51.474884] Epoch: [309] [ 800/2904] eta: 0:26:56 lr: 0.001730 loss: 0.1838 (0.1905) loss_rec_all: 0.2098 (0.2165) loss_rec_sfr: 0.2561 (0.2790) loss_cl: -0.2785 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [11:29:06.387342] Epoch: [309] [ 820/2904] eta: 0:26:39 lr: 0.001730 loss: 0.1808 (0.1905) loss_rec_all: 0.2066 (0.2164) loss_rec_sfr: 0.2647 (0.2790) loss_cl: -0.2793 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [11:29:21.296332] Epoch: [309] [ 840/2904] eta: 0:26:23 lr: 0.001730 loss: 0.1784 (0.1903) loss_rec_all: 0.2047 (0.2162) loss_rec_sfr: 0.2572 (0.2784) loss_cl: -0.2787 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [11:29:36.205841] Epoch: [309] [ 860/2904] eta: 0:26:06 lr: 0.001730 loss: 0.1774 (0.1903) loss_rec_all: 0.2036 (0.2162) loss_rec_sfr: 0.2575 (0.2783) loss_cl: -0.2787 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [11:29:51.114126] Epoch: [309] [ 880/2904] eta: 0:25:50 lr: 0.001730 loss: 0.1796 (0.1903) loss_rec_all: 0.2059 (0.2163) loss_rec_sfr: 0.2596 (0.2784) loss_cl: -0.2792 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [11:30:06.017976] Epoch: [309] [ 900/2904] eta: 0:25:34 lr: 0.001730 loss: 0.1819 (0.1903) loss_rec_all: 0.2085 (0.2163) loss_rec_sfr: 0.2628 (0.2784) loss_cl: -0.2795 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [11:30:20.922470] Epoch: [309] [ 920/2904] eta: 0:25:17 lr: 0.001730 loss: 0.1819 (0.1905) loss_rec_all: 0.2078 (0.2164) loss_rec_sfr: 0.2604 (0.2788) loss_cl: -0.2788 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [11:30:35.833279] Epoch: [309] [ 940/2904] eta: 0:25:01 lr: 0.001730 loss: 0.1909 (0.1907) loss_rec_all: 0.2170 (0.2166) loss_rec_sfr: 0.2604 (0.2793) loss_cl: -0.2786 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [11:30:50.746182] Epoch: [309] [ 960/2904] eta: 0:24:45 lr: 0.001730 loss: 0.1866 (0.1908) loss_rec_all: 0.2127 (0.2167) loss_rec_sfr: 0.2599 (0.2796) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [11:31:05.661183] Epoch: [309] [ 980/2904] eta: 0:24:29 lr: 0.001730 loss: 0.1811 (0.1908) loss_rec_all: 0.2076 (0.2167) loss_rec_sfr: 0.2659 (0.2798) loss_cl: -0.2780 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [11:31:20.572192] Epoch: [309] [1000/2904] eta: 0:24:13 lr: 0.001730 loss: 0.1804 (0.1908) loss_rec_all: 0.2066 (0.2167) loss_rec_sfr: 0.2625 (0.2797) loss_cl: -0.2785 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [11:31:35.480147] Epoch: [309] [1020/2904] eta: 0:23:57 lr: 0.001730 loss: 0.1844 (0.1907) loss_rec_all: 0.2103 (0.2166) loss_rec_sfr: 0.2585 (0.2792) loss_cl: -0.2785 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [11:31:50.387318] Epoch: [309] [1040/2904] eta: 0:23:41 lr: 0.001730 loss: 0.1790 (0.1905) loss_rec_all: 0.2049 (0.2164) loss_rec_sfr: 0.2540 (0.2785) loss_cl: -0.2796 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [11:32:05.291401] Epoch: [309] [1060/2904] eta: 0:23:26 lr: 0.001730 loss: 0.1821 (0.1906) loss_rec_all: 0.2081 (0.2165) loss_rec_sfr: 0.2577 (0.2788) loss_cl: -0.2792 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [11:32:20.199200] Epoch: [309] [1080/2904] eta: 0:23:10 lr: 0.001730 loss: 0.1817 (0.1907) loss_rec_all: 0.2080 (0.2166) loss_rec_sfr: 0.2705 (0.2793) loss_cl: -0.2788 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [11:32:35.110383] Epoch: [309] [1100/2904] eta: 0:22:54 lr: 0.001730 loss: 0.1784 (0.1906) loss_rec_all: 0.2049 (0.2165) loss_rec_sfr: 0.2529 (0.2790) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [11:32:50.022249] Epoch: [309] [1120/2904] eta: 0:22:38 lr: 0.001730 loss: 0.1776 (0.1905) loss_rec_all: 0.2035 (0.2164) loss_rec_sfr: 0.2264 (0.2784) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [11:33:04.931713] Epoch: [309] [1140/2904] eta: 0:22:22 lr: 0.001730 loss: 0.1827 (0.1905) loss_rec_all: 0.2088 (0.2164) loss_rec_sfr: 0.2707 (0.2785) loss_cl: -0.2795 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [11:33:19.849391] Epoch: [309] [1160/2904] eta: 0:22:07 lr: 0.001730 loss: 0.1814 (0.1905) loss_rec_all: 0.2074 (0.2164) loss_rec_sfr: 0.2681 (0.2787) loss_cl: -0.2802 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [11:33:34.763300] Epoch: [309] [1180/2904] eta: 0:21:51 lr: 0.001730 loss: 0.1812 (0.1904) loss_rec_all: 0.2071 (0.2163) loss_rec_sfr: 0.2585 (0.2785) loss_cl: -0.2788 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [11:33:49.674995] Epoch: [309] [1200/2904] eta: 0:21:35 lr: 0.001730 loss: 0.1815 (0.1904) loss_rec_all: 0.2079 (0.2164) loss_rec_sfr: 0.2583 (0.2786) loss_cl: -0.2791 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [11:34:04.589918] Epoch: [309] [1220/2904] eta: 0:21:20 lr: 0.001730 loss: 0.1819 (0.1905) loss_rec_all: 0.2081 (0.2164) loss_rec_sfr: 0.2589 (0.2787) loss_cl: -0.2791 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [11:34:19.503170] Epoch: [309] [1240/2904] eta: 0:21:04 lr: 0.001730 loss: 0.1773 (0.1904) loss_rec_all: 0.2034 (0.2164) loss_rec_sfr: 0.2551 (0.2785) loss_cl: -0.2794 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [11:34:34.417084] Epoch: [309] [1260/2904] eta: 0:20:49 lr: 0.001730 loss: 0.1824 (0.1906) loss_rec_all: 0.2086 (0.2165) loss_rec_sfr: 0.2608 (0.2789) loss_cl: -0.2785 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [11:34:49.324248] Epoch: [309] [1280/2904] eta: 0:20:33 lr: 0.001730 loss: 0.1794 (0.1906) loss_rec_all: 0.2057 (0.2165) loss_rec_sfr: 0.2651 (0.2790) loss_cl: -0.2795 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [11:35:04.235388] Epoch: [309] [1300/2904] eta: 0:20:18 lr: 0.001729 loss: 0.1811 (0.1907) loss_rec_all: 0.2071 (0.2166) loss_rec_sfr: 0.2687 (0.2796) loss_cl: -0.2785 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [11:35:19.143301] Epoch: [309] [1320/2904] eta: 0:20:02 lr: 0.001729 loss: 0.1847 (0.1907) loss_rec_all: 0.2111 (0.2167) loss_rec_sfr: 0.2596 (0.2798) loss_cl: -0.2792 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [11:35:34.056196] Epoch: [309] [1340/2904] eta: 0:19:47 lr: 0.001729 loss: 0.1776 (0.1906) loss_rec_all: 0.2037 (0.2165) loss_rec_sfr: 0.2580 (0.2794) loss_cl: -0.2793 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [11:35:48.959810] Epoch: [309] [1360/2904] eta: 0:19:31 lr: 0.001729 loss: 0.1812 (0.1905) loss_rec_all: 0.2071 (0.2165) loss_rec_sfr: 0.2259 (0.2790) loss_cl: -0.2785 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [11:36:03.879901] Epoch: [309] [1380/2904] eta: 0:19:16 lr: 0.001729 loss: 0.1779 (0.1904) loss_rec_all: 0.2038 (0.2164) loss_rec_sfr: 0.2576 (0.2788) loss_cl: -0.2786 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [11:36:18.799746] Epoch: [309] [1400/2904] eta: 0:19:00 lr: 0.001729 loss: 0.1786 (0.1904) loss_rec_all: 0.2051 (0.2164) loss_rec_sfr: 0.2307 (0.2786) loss_cl: -0.2792 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [11:36:33.705632] Epoch: [309] [1420/2904] eta: 0:18:45 lr: 0.001729 loss: 0.1807 (0.1905) loss_rec_all: 0.2072 (0.2165) loss_rec_sfr: 0.2542 (0.2787) loss_cl: -0.2789 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [11:36:48.614563] Epoch: [309] [1440/2904] eta: 0:18:29 lr: 0.001729 loss: 0.1847 (0.1906) loss_rec_all: 0.2107 (0.2165) loss_rec_sfr: 0.2600 (0.2789) loss_cl: -0.2788 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [11:37:03.530407] Epoch: [309] [1460/2904] eta: 0:18:14 lr: 0.001729 loss: 0.1816 (0.1907) loss_rec_all: 0.2080 (0.2166) loss_rec_sfr: 0.2696 (0.2792) loss_cl: -0.2784 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [11:37:18.445394] Epoch: [309] [1480/2904] eta: 0:17:58 lr: 0.001729 loss: 0.1760 (0.1906) loss_rec_all: 0.2021 (0.2166) loss_rec_sfr: 0.2593 (0.2791) loss_cl: -0.2789 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [11:37:33.359500] Epoch: [309] [1500/2904] eta: 0:17:43 lr: 0.001729 loss: 0.1833 (0.1907) loss_rec_all: 0.2096 (0.2166) loss_rec_sfr: 0.2575 (0.2793) loss_cl: -0.2789 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [11:37:48.275590] Epoch: [309] [1520/2904] eta: 0:17:28 lr: 0.001729 loss: 0.1813 (0.1907) loss_rec_all: 0.2074 (0.2166) loss_rec_sfr: 0.2637 (0.2792) loss_cl: -0.2788 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [11:38:03.194001] Epoch: [309] [1540/2904] eta: 0:17:12 lr: 0.001729 loss: 0.1809 (0.1907) loss_rec_all: 0.2068 (0.2167) loss_rec_sfr: 0.2622 (0.2792) loss_cl: -0.2789 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [11:38:18.110749] Epoch: [309] [1560/2904] eta: 0:16:57 lr: 0.001729 loss: 0.1816 (0.1907) loss_rec_all: 0.2080 (0.2166) loss_rec_sfr: 0.2523 (0.2789) loss_cl: -0.2791 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [11:38:33.019288] Epoch: [309] [1580/2904] eta: 0:16:42 lr: 0.001729 loss: 0.1839 (0.1907) loss_rec_all: 0.2099 (0.2166) loss_rec_sfr: 0.2593 (0.2789) loss_cl: -0.2786 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [11:38:47.926821] Epoch: [309] [1600/2904] eta: 0:16:26 lr: 0.001729 loss: 0.1868 (0.1908) loss_rec_all: 0.2127 (0.2167) loss_rec_sfr: 0.2547 (0.2791) loss_cl: -0.2776 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [11:39:02.840580] Epoch: [309] [1620/2904] eta: 0:16:11 lr: 0.001729 loss: 0.1786 (0.1908) loss_rec_all: 0.2045 (0.2167) loss_rec_sfr: 0.2606 (0.2791) loss_cl: -0.2779 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [11:39:17.750722] Epoch: [309] [1640/2904] eta: 0:15:56 lr: 0.001729 loss: 0.1814 (0.1909) loss_rec_all: 0.2074 (0.2168) loss_rec_sfr: 0.2784 (0.2797) loss_cl: -0.2794 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [11:39:32.654432] Epoch: [309] [1660/2904] eta: 0:15:40 lr: 0.001729 loss: 0.1822 (0.1910) loss_rec_all: 0.2085 (0.2169) loss_rec_sfr: 0.2698 (0.2801) loss_cl: -0.2796 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [11:39:47.557250] Epoch: [309] [1680/2904] eta: 0:15:25 lr: 0.001729 loss: 0.1793 (0.1910) loss_rec_all: 0.2055 (0.2170) loss_rec_sfr: 0.2662 (0.2802) loss_cl: -0.2789 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [11:40:02.460863] Epoch: [309] [1700/2904] eta: 0:15:10 lr: 0.001729 loss: 0.1823 (0.1911) loss_rec_all: 0.2088 (0.2170) loss_rec_sfr: 0.2618 (0.2805) loss_cl: -0.2791 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [11:40:17.381212] Epoch: [309] [1720/2904] eta: 0:14:55 lr: 0.001729 loss: 0.1811 (0.1911) loss_rec_all: 0.2074 (0.2170) loss_rec_sfr: 0.2577 (0.2804) loss_cl: -0.2790 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [11:40:32.325825] Epoch: [309] [1740/2904] eta: 0:14:39 lr: 0.001729 loss: 0.1779 (0.1910) loss_rec_all: 0.2038 (0.2169) loss_rec_sfr: 0.2249 (0.2800) loss_cl: -0.2791 (-0.2789) time: 0.7472 data: 0.0002 max mem: 29860 [11:40:47.273016] Epoch: [309] [1760/2904] eta: 0:14:24 lr: 0.001729 loss: 0.1813 (0.1911) loss_rec_all: 0.2076 (0.2170) loss_rec_sfr: 0.2567 (0.2802) loss_cl: -0.2791 (-0.2789) time: 0.7473 data: 0.0002 max mem: 29860 [11:41:02.253393] Epoch: [309] [1780/2904] eta: 0:14:09 lr: 0.001729 loss: 0.1802 (0.1911) loss_rec_all: 0.2065 (0.2170) loss_rec_sfr: 0.2552 (0.2802) loss_cl: -0.2786 (-0.2789) time: 0.7489 data: 0.0002 max mem: 29860 [11:41:17.227468] Epoch: [309] [1800/2904] eta: 0:13:54 lr: 0.001729 loss: 0.1818 (0.1911) loss_rec_all: 0.2079 (0.2170) loss_rec_sfr: 0.2742 (0.2804) loss_cl: -0.2787 (-0.2789) time: 0.7487 data: 0.0002 max mem: 29860 [11:41:32.186200] Epoch: [309] [1820/2904] eta: 0:13:39 lr: 0.001729 loss: 0.1835 (0.1912) loss_rec_all: 0.2096 (0.2171) loss_rec_sfr: 0.2606 (0.2807) loss_cl: -0.2790 (-0.2789) time: 0.7479 data: 0.0003 max mem: 29860 [11:41:47.155267] Epoch: [309] [1840/2904] eta: 0:13:23 lr: 0.001729 loss: 0.1784 (0.1911) loss_rec_all: 0.2049 (0.2170) loss_rec_sfr: 0.2587 (0.2804) loss_cl: -0.2796 (-0.2789) time: 0.7484 data: 0.0003 max mem: 29860 [11:42:02.123772] Epoch: [309] [1860/2904] eta: 0:13:08 lr: 0.001729 loss: 0.1783 (0.1910) loss_rec_all: 0.2043 (0.2169) loss_rec_sfr: 0.2510 (0.2801) loss_cl: -0.2791 (-0.2789) time: 0.7484 data: 0.0002 max mem: 29860 [11:42:17.063767] Epoch: [309] [1880/2904] eta: 0:12:53 lr: 0.001729 loss: 0.1821 (0.1910) loss_rec_all: 0.2080 (0.2169) loss_rec_sfr: 0.2523 (0.2800) loss_cl: -0.2784 (-0.2789) time: 0.7470 data: 0.0002 max mem: 29860 [11:42:32.020250] Epoch: [309] [1900/2904] eta: 0:12:38 lr: 0.001729 loss: 0.1777 (0.1910) loss_rec_all: 0.2035 (0.2169) loss_rec_sfr: 0.2560 (0.2800) loss_cl: -0.2781 (-0.2788) time: 0.7478 data: 0.0002 max mem: 29860 [11:42:46.970008] Epoch: [309] [1920/2904] eta: 0:12:23 lr: 0.001729 loss: 0.1815 (0.1910) loss_rec_all: 0.2076 (0.2169) loss_rec_sfr: 0.2205 (0.2798) loss_cl: -0.2785 (-0.2788) time: 0.7474 data: 0.0002 max mem: 29860 [11:43:01.929330] Epoch: [309] [1940/2904] eta: 0:12:07 lr: 0.001729 loss: 0.1883 (0.1911) loss_rec_all: 0.2143 (0.2170) loss_rec_sfr: 0.2702 (0.2801) loss_cl: -0.2787 (-0.2788) time: 0.7479 data: 0.0002 max mem: 29860 [11:43:16.877212] Epoch: [309] [1960/2904] eta: 0:11:52 lr: 0.001728 loss: 0.1768 (0.1911) loss_rec_all: 0.2034 (0.2170) loss_rec_sfr: 0.2625 (0.2801) loss_cl: -0.2794 (-0.2788) time: 0.7473 data: 0.0003 max mem: 29860 [11:43:31.828264] Epoch: [309] [1980/2904] eta: 0:11:37 lr: 0.001728 loss: 0.1841 (0.1912) loss_rec_all: 0.2104 (0.2171) loss_rec_sfr: 0.2605 (0.2804) loss_cl: -0.2791 (-0.2788) time: 0.7475 data: 0.0002 max mem: 29860 [11:43:46.760952] Epoch: [309] [2000/2904] eta: 0:11:22 lr: 0.001728 loss: 0.1796 (0.1911) loss_rec_all: 0.2058 (0.2171) loss_rec_sfr: 0.2574 (0.2803) loss_cl: -0.2783 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [11:44:01.674819] Epoch: [309] [2020/2904] eta: 0:11:07 lr: 0.001728 loss: 0.1799 (0.1911) loss_rec_all: 0.2063 (0.2171) loss_rec_sfr: 0.2294 (0.2803) loss_cl: -0.2781 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [11:44:16.590030] Epoch: [309] [2040/2904] eta: 0:10:52 lr: 0.001728 loss: 0.1799 (0.1911) loss_rec_all: 0.2059 (0.2170) loss_rec_sfr: 0.2581 (0.2802) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [11:44:31.506830] Epoch: [309] [2060/2904] eta: 0:10:36 lr: 0.001728 loss: 0.1824 (0.1912) loss_rec_all: 0.2086 (0.2171) loss_rec_sfr: 0.2664 (0.2803) loss_cl: -0.2796 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [11:44:46.427222] Epoch: [309] [2080/2904] eta: 0:10:21 lr: 0.001728 loss: 0.1829 (0.1912) loss_rec_all: 0.2092 (0.2171) loss_rec_sfr: 0.2654 (0.2803) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [11:45:01.346932] Epoch: [309] [2100/2904] eta: 0:10:06 lr: 0.001728 loss: 0.1785 (0.1912) loss_rec_all: 0.2045 (0.2171) loss_rec_sfr: 0.2531 (0.2803) loss_cl: -0.2778 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [11:45:16.275849] Epoch: [309] [2120/2904] eta: 0:09:51 lr: 0.001728 loss: 0.1813 (0.1913) loss_rec_all: 0.2076 (0.2172) loss_rec_sfr: 0.2624 (0.2806) loss_cl: -0.2787 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [11:45:31.198365] Epoch: [309] [2140/2904] eta: 0:09:36 lr: 0.001728 loss: 0.1797 (0.1913) loss_rec_all: 0.2063 (0.2172) loss_rec_sfr: 0.2590 (0.2805) loss_cl: -0.2795 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [11:45:46.118366] Epoch: [309] [2160/2904] eta: 0:09:21 lr: 0.001728 loss: 0.1828 (0.1912) loss_rec_all: 0.2090 (0.2171) loss_rec_sfr: 0.2618 (0.2803) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [11:46:01.035775] Epoch: [309] [2180/2904] eta: 0:09:05 lr: 0.001728 loss: 0.1807 (0.1912) loss_rec_all: 0.2066 (0.2171) loss_rec_sfr: 0.2550 (0.2802) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [11:46:15.952055] Epoch: [309] [2200/2904] eta: 0:08:50 lr: 0.001728 loss: 0.1798 (0.1912) loss_rec_all: 0.2056 (0.2171) loss_rec_sfr: 0.2504 (0.2801) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [11:46:30.870192] Epoch: [309] [2220/2904] eta: 0:08:35 lr: 0.001728 loss: 0.1808 (0.1911) loss_rec_all: 0.2071 (0.2171) loss_rec_sfr: 0.2617 (0.2800) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [11:46:45.805891] Epoch: [309] [2240/2904] eta: 0:08:20 lr: 0.001728 loss: 0.1776 (0.1911) loss_rec_all: 0.2043 (0.2170) loss_rec_sfr: 0.2560 (0.2797) loss_cl: -0.2793 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [11:47:00.734675] Epoch: [309] [2260/2904] eta: 0:08:05 lr: 0.001728 loss: 0.1801 (0.1910) loss_rec_all: 0.2061 (0.2170) loss_rec_sfr: 0.2690 (0.2798) loss_cl: -0.2790 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [11:47:15.665185] Epoch: [309] [2280/2904] eta: 0:07:50 lr: 0.001728 loss: 0.1791 (0.1911) loss_rec_all: 0.2055 (0.2170) loss_rec_sfr: 0.2614 (0.2799) loss_cl: -0.2793 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [11:47:30.588874] Epoch: [309] [2300/2904] eta: 0:07:35 lr: 0.001728 loss: 0.1799 (0.1911) loss_rec_all: 0.2059 (0.2170) loss_rec_sfr: 0.2591 (0.2799) loss_cl: -0.2793 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [11:47:45.508286] Epoch: [309] [2320/2904] eta: 0:07:20 lr: 0.001728 loss: 0.1818 (0.1910) loss_rec_all: 0.2080 (0.2170) loss_rec_sfr: 0.2605 (0.2798) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [11:48:00.425189] Epoch: [309] [2340/2904] eta: 0:07:05 lr: 0.001728 loss: 0.1843 (0.1911) loss_rec_all: 0.2107 (0.2170) loss_rec_sfr: 0.2670 (0.2800) loss_cl: -0.2783 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [11:48:15.346032] Epoch: [309] [2360/2904] eta: 0:06:49 lr: 0.001728 loss: 0.1785 (0.1911) loss_rec_all: 0.2049 (0.2170) loss_rec_sfr: 0.2601 (0.2801) loss_cl: -0.2783 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [11:48:30.271650] Epoch: [309] [2380/2904] eta: 0:06:34 lr: 0.001728 loss: 0.1867 (0.1911) loss_rec_all: 0.2127 (0.2170) loss_rec_sfr: 0.2583 (0.2800) loss_cl: -0.2786 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [11:48:45.198268] Epoch: [309] [2400/2904] eta: 0:06:19 lr: 0.001728 loss: 0.1833 (0.1911) loss_rec_all: 0.2093 (0.2171) loss_rec_sfr: 0.2568 (0.2800) loss_cl: -0.2794 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [11:49:00.116367] Epoch: [309] [2420/2904] eta: 0:06:04 lr: 0.001728 loss: 0.1814 (0.1911) loss_rec_all: 0.2073 (0.2171) loss_rec_sfr: 0.2649 (0.2800) loss_cl: -0.2794 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [11:49:15.043414] Epoch: [309] [2440/2904] eta: 0:05:49 lr: 0.001728 loss: 0.1787 (0.1911) loss_rec_all: 0.2048 (0.2170) loss_rec_sfr: 0.2616 (0.2800) loss_cl: -0.2791 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [11:49:29.964065] Epoch: [309] [2460/2904] eta: 0:05:34 lr: 0.001728 loss: 0.1839 (0.1912) loss_rec_all: 0.2098 (0.2171) loss_rec_sfr: 0.2669 (0.2803) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [11:49:44.881890] Epoch: [309] [2480/2904] eta: 0:05:19 lr: 0.001728 loss: 0.1825 (0.1912) loss_rec_all: 0.2084 (0.2171) loss_rec_sfr: 0.2631 (0.2804) loss_cl: -0.2783 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [11:49:59.802627] Epoch: [309] [2500/2904] eta: 0:05:04 lr: 0.001728 loss: 0.1791 (0.1912) loss_rec_all: 0.2055 (0.2171) loss_rec_sfr: 0.2518 (0.2803) loss_cl: -0.2793 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [11:50:14.721800] Epoch: [309] [2520/2904] eta: 0:04:49 lr: 0.001728 loss: 0.1811 (0.1911) loss_rec_all: 0.2075 (0.2171) loss_rec_sfr: 0.2666 (0.2802) loss_cl: -0.2794 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [11:50:29.641701] Epoch: [309] [2540/2904] eta: 0:04:34 lr: 0.001728 loss: 0.1831 (0.1911) loss_rec_all: 0.2091 (0.2171) loss_rec_sfr: 0.2625 (0.2802) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [11:50:44.562482] Epoch: [309] [2560/2904] eta: 0:04:19 lr: 0.001728 loss: 0.1832 (0.1912) loss_rec_all: 0.2090 (0.2171) loss_rec_sfr: 0.2601 (0.2802) loss_cl: -0.2782 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [11:50:59.478544] Epoch: [309] [2580/2904] eta: 0:04:03 lr: 0.001728 loss: 0.1806 (0.1912) loss_rec_all: 0.2068 (0.2171) loss_rec_sfr: 0.2672 (0.2804) loss_cl: -0.2779 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [11:51:14.397393] Epoch: [309] [2600/2904] eta: 0:03:48 lr: 0.001728 loss: 0.1851 (0.1912) loss_rec_all: 0.2111 (0.2171) loss_rec_sfr: 0.2643 (0.2804) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [11:51:29.317476] Epoch: [309] [2620/2904] eta: 0:03:33 lr: 0.001727 loss: 0.1841 (0.1913) loss_rec_all: 0.2103 (0.2172) loss_rec_sfr: 0.2672 (0.2807) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [11:51:44.233335] Epoch: [309] [2640/2904] eta: 0:03:18 lr: 0.001727 loss: 0.1799 (0.1913) loss_rec_all: 0.2061 (0.2172) loss_rec_sfr: 0.2520 (0.2806) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [11:51:59.151997] Epoch: [309] [2660/2904] eta: 0:03:03 lr: 0.001727 loss: 0.1800 (0.1912) loss_rec_all: 0.2064 (0.2172) loss_rec_sfr: 0.2290 (0.2804) loss_cl: -0.2797 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [11:52:14.071151] Epoch: [309] [2680/2904] eta: 0:02:48 lr: 0.001727 loss: 0.1804 (0.1912) loss_rec_all: 0.2064 (0.2172) loss_rec_sfr: 0.2633 (0.2803) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [11:52:28.989333] Epoch: [309] [2700/2904] eta: 0:02:33 lr: 0.001727 loss: 0.1763 (0.1912) loss_rec_all: 0.2027 (0.2171) loss_rec_sfr: 0.2594 (0.2802) loss_cl: -0.2781 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [11:52:43.913668] Epoch: [309] [2720/2904] eta: 0:02:18 lr: 0.001727 loss: 0.1793 (0.1912) loss_rec_all: 0.2054 (0.2171) loss_rec_sfr: 0.2492 (0.2801) loss_cl: -0.2779 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [11:52:58.839877] Epoch: [309] [2740/2904] eta: 0:02:03 lr: 0.001727 loss: 0.1790 (0.1911) loss_rec_all: 0.2053 (0.2171) loss_rec_sfr: 0.2550 (0.2800) loss_cl: -0.2785 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [11:53:13.756020] Epoch: [309] [2760/2904] eta: 0:01:48 lr: 0.001727 loss: 0.1814 (0.1911) loss_rec_all: 0.2073 (0.2171) loss_rec_sfr: 0.2517 (0.2800) loss_cl: -0.2793 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [11:53:28.674264] Epoch: [309] [2780/2904] eta: 0:01:33 lr: 0.001727 loss: 0.1820 (0.1912) loss_rec_all: 0.2084 (0.2171) loss_rec_sfr: 0.2699 (0.2801) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [11:53:43.592074] Epoch: [309] [2800/2904] eta: 0:01:18 lr: 0.001727 loss: 0.1851 (0.1913) loss_rec_all: 0.2113 (0.2172) loss_rec_sfr: 0.2787 (0.2805) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [11:53:58.508104] Epoch: [309] [2820/2904] eta: 0:01:03 lr: 0.001727 loss: 0.1833 (0.1913) loss_rec_all: 0.2092 (0.2172) loss_rec_sfr: 0.2631 (0.2804) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [11:54:13.473205] Epoch: [309] [2840/2904] eta: 0:00:48 lr: 0.001727 loss: 0.1781 (0.1912) loss_rec_all: 0.2039 (0.2171) loss_rec_sfr: 0.2274 (0.2802) loss_cl: -0.2781 (-0.2788) time: 0.7482 data: 0.0023 max mem: 29860 [11:54:28.364792] Epoch: [309] [2860/2904] eta: 0:00:33 lr: 0.001727 loss: 0.1805 (0.1912) loss_rec_all: 0.2070 (0.2171) loss_rec_sfr: 0.2234 (0.2800) loss_cl: -0.2793 (-0.2788) time: 0.7445 data: 0.0001 max mem: 29860 [11:54:43.262013] Epoch: [309] [2880/2904] eta: 0:00:18 lr: 0.001727 loss: 0.1790 (0.1911) loss_rec_all: 0.2057 (0.2170) loss_rec_sfr: 0.2518 (0.2797) loss_cl: -0.2790 (-0.2788) time: 0.7448 data: 0.0001 max mem: 29860 [11:54:58.154511] Epoch: [309] [2900/2904] eta: 0:00:03 lr: 0.001727 loss: 0.1832 (0.1911) loss_rec_all: 0.2091 (0.2171) loss_rec_sfr: 0.2644 (0.2798) loss_cl: -0.2788 (-0.2788) time: 0.7446 data: 0.0001 max mem: 29860 [11:55:00.396131] Epoch: [309] [2903/2904] eta: 0:00:00 lr: 0.001727 loss: 0.1827 (0.1911) loss_rec_all: 0.2091 (0.2170) loss_rec_sfr: 0.2554 (0.2798) loss_cl: -0.2788 (-0.2788) time: 0.7446 data: 0.0001 max mem: 29860 [11:55:02.489598] Epoch: [309] Total time: 0:36:26 (0.7528 s / it) [11:55:02.495495] Averaged stats: lr: 0.001727 loss: 0.1827 (0.1934) loss_rec_all: 0.2091 (0.2170) loss_rec_sfr: 0.2554 (0.2797) loss_cl: -0.2788 (-0.2556) [11:55:02.502830] log_dir: ./checkpoint/VF2_ViT-B [11:55:19.890442] Epoch: [310] [ 0/2904] eta: 14:01:31 lr: 0.001727 loss: 0.1788 (0.1788) loss_rec_all: 0.2051 (0.2051) loss_rec_sfr: 0.2225 (0.2225) loss_cl: -0.2790 (-0.2790) time: 17.3868 data: 16.6373 max mem: 29860 [11:55:36.055688] Epoch: [310] [ 20/2904] eta: 1:16:47 lr: 0.001727 loss: 0.1860 (0.2033) loss_rec_all: 0.2120 (0.2288) loss_rec_sfr: 0.2830 (0.3305) loss_cl: -0.2791 (-0.2790) time: 0.8082 data: 0.0279 max mem: 29860 [11:55:50.932120] Epoch: [310] [ 40/2904] eta: 0:56:22 lr: 0.001727 loss: 0.1813 (0.1949) loss_rec_all: 0.2076 (0.2207) loss_rec_sfr: 0.2589 (0.2959) loss_cl: -0.2788 (-0.2789) time: 0.7438 data: 0.0002 max mem: 29860 [11:56:05.818793] Epoch: [310] [ 60/2904] eta: 0:49:11 lr: 0.001727 loss: 0.1780 (0.1925) loss_rec_all: 0.2040 (0.2184) loss_rec_sfr: 0.2583 (0.2916) loss_cl: -0.2788 (-0.2789) time: 0.7443 data: 0.0002 max mem: 29860 [11:56:20.721296] Epoch: [310] [ 80/2904] eta: 0:45:26 lr: 0.001727 loss: 0.1795 (0.1937) loss_rec_all: 0.2059 (0.2195) loss_rec_sfr: 0.2602 (0.2941) loss_cl: -0.2784 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [11:56:35.665018] Epoch: [310] [ 100/2904] eta: 0:43:06 lr: 0.001727 loss: 0.1795 (0.1929) loss_rec_all: 0.2054 (0.2188) loss_rec_sfr: 0.2646 (0.2923) loss_cl: -0.2787 (-0.2787) time: 0.7471 data: 0.0002 max mem: 29860 [11:56:50.611474] Epoch: [310] [ 120/2904] eta: 0:41:27 lr: 0.001727 loss: 0.1795 (0.1919) loss_rec_all: 0.2055 (0.2178) loss_rec_sfr: 0.2655 (0.2886) loss_cl: -0.2790 (-0.2788) time: 0.7473 data: 0.0002 max mem: 29860 [11:57:05.531034] Epoch: [310] [ 140/2904] eta: 0:40:11 lr: 0.001727 loss: 0.1781 (0.1912) loss_rec_all: 0.2047 (0.2171) loss_rec_sfr: 0.2653 (0.2876) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [11:57:20.473318] Epoch: [310] [ 160/2904] eta: 0:39:11 lr: 0.001727 loss: 0.1798 (0.1910) loss_rec_all: 0.2058 (0.2169) loss_rec_sfr: 0.2550 (0.2854) loss_cl: -0.2792 (-0.2788) time: 0.7471 data: 0.0002 max mem: 29860 [11:57:35.396797] Epoch: [310] [ 180/2904] eta: 0:38:20 lr: 0.001727 loss: 0.1831 (0.1907) loss_rec_all: 0.2089 (0.2166) loss_rec_sfr: 0.2586 (0.2837) loss_cl: -0.2792 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [11:57:50.319688] Epoch: [310] [ 200/2904] eta: 0:37:37 lr: 0.001727 loss: 0.1793 (0.1916) loss_rec_all: 0.2053 (0.2175) loss_rec_sfr: 0.2665 (0.2866) loss_cl: -0.2796 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [11:58:05.240962] Epoch: [310] [ 220/2904] eta: 0:36:59 lr: 0.001727 loss: 0.1789 (0.1909) loss_rec_all: 0.2054 (0.2168) loss_rec_sfr: 0.2298 (0.2839) loss_cl: -0.2786 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [11:58:20.160037] Epoch: [310] [ 240/2904] eta: 0:36:24 lr: 0.001727 loss: 0.1848 (0.1907) loss_rec_all: 0.2107 (0.2166) loss_rec_sfr: 0.2573 (0.2824) loss_cl: -0.2792 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [11:58:35.078717] Epoch: [310] [ 260/2904] eta: 0:35:53 lr: 0.001727 loss: 0.1820 (0.1909) loss_rec_all: 0.2080 (0.2168) loss_rec_sfr: 0.2635 (0.2830) loss_cl: -0.2791 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [11:58:49.993896] Epoch: [310] [ 280/2904] eta: 0:35:24 lr: 0.001727 loss: 0.1834 (0.1907) loss_rec_all: 0.2094 (0.2166) loss_rec_sfr: 0.2537 (0.2813) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [11:59:04.932457] Epoch: [310] [ 300/2904] eta: 0:34:57 lr: 0.001727 loss: 0.1780 (0.1908) loss_rec_all: 0.2043 (0.2167) loss_rec_sfr: 0.2514 (0.2807) loss_cl: -0.2786 (-0.2788) time: 0.7469 data: 0.0002 max mem: 29860 [11:59:19.853349] Epoch: [310] [ 320/2904] eta: 0:34:31 lr: 0.001727 loss: 0.1810 (0.1910) loss_rec_all: 0.2070 (0.2169) loss_rec_sfr: 0.2690 (0.2813) loss_cl: -0.2795 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [11:59:34.786531] Epoch: [310] [ 340/2904] eta: 0:34:07 lr: 0.001727 loss: 0.1815 (0.1910) loss_rec_all: 0.2079 (0.2170) loss_rec_sfr: 0.2615 (0.2815) loss_cl: -0.2792 (-0.2789) time: 0.7466 data: 0.0002 max mem: 29860 [11:59:49.700613] Epoch: [310] [ 360/2904] eta: 0:33:43 lr: 0.001726 loss: 0.1840 (0.1909) loss_rec_all: 0.2100 (0.2168) loss_rec_sfr: 0.2600 (0.2809) loss_cl: -0.2790 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [12:00:04.616944] Epoch: [310] [ 380/2904] eta: 0:33:21 lr: 0.001726 loss: 0.1759 (0.1904) loss_rec_all: 0.2018 (0.2164) loss_rec_sfr: 0.2417 (0.2791) loss_cl: -0.2794 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [12:00:19.536527] Epoch: [310] [ 400/2904] eta: 0:32:59 lr: 0.001726 loss: 0.1807 (0.1902) loss_rec_all: 0.2066 (0.2162) loss_rec_sfr: 0.2720 (0.2788) loss_cl: -0.2780 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [12:00:34.455979] Epoch: [310] [ 420/2904] eta: 0:32:38 lr: 0.001726 loss: 0.1837 (0.1906) loss_rec_all: 0.2096 (0.2165) loss_rec_sfr: 0.2644 (0.2799) loss_cl: -0.2780 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [12:00:49.378794] Epoch: [310] [ 440/2904] eta: 0:32:17 lr: 0.001726 loss: 0.1797 (0.1903) loss_rec_all: 0.2058 (0.2163) loss_rec_sfr: 0.2603 (0.2789) loss_cl: -0.2789 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [12:01:04.300172] Epoch: [310] [ 460/2904] eta: 0:31:57 lr: 0.001726 loss: 0.1826 (0.1905) loss_rec_all: 0.2086 (0.2164) loss_rec_sfr: 0.2649 (0.2799) loss_cl: -0.2797 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [12:01:19.222974] Epoch: [310] [ 480/2904] eta: 0:31:38 lr: 0.001726 loss: 0.1821 (0.1906) loss_rec_all: 0.2084 (0.2165) loss_rec_sfr: 0.2579 (0.2802) loss_cl: -0.2791 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [12:01:34.138213] Epoch: [310] [ 500/2904] eta: 0:31:19 lr: 0.001726 loss: 0.1820 (0.1907) loss_rec_all: 0.2080 (0.2166) loss_rec_sfr: 0.2586 (0.2802) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [12:01:49.056733] Epoch: [310] [ 520/2904] eta: 0:31:00 lr: 0.001726 loss: 0.1783 (0.1910) loss_rec_all: 0.2047 (0.2169) loss_rec_sfr: 0.2608 (0.2811) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [12:02:03.974383] Epoch: [310] [ 540/2904] eta: 0:30:41 lr: 0.001726 loss: 0.1864 (0.1915) loss_rec_all: 0.2125 (0.2174) loss_rec_sfr: 0.2623 (0.2826) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [12:02:18.888633] Epoch: [310] [ 560/2904] eta: 0:30:23 lr: 0.001726 loss: 0.1782 (0.1916) loss_rec_all: 0.2045 (0.2175) loss_rec_sfr: 0.2697 (0.2830) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [12:02:33.811513] Epoch: [310] [ 580/2904] eta: 0:30:05 lr: 0.001726 loss: 0.1763 (0.1916) loss_rec_all: 0.2023 (0.2175) loss_rec_sfr: 0.2530 (0.2829) loss_cl: -0.2794 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [12:02:48.770998] Epoch: [310] [ 600/2904] eta: 0:29:47 lr: 0.001726 loss: 0.1796 (0.1914) loss_rec_all: 0.2057 (0.2173) loss_rec_sfr: 0.2359 (0.2821) loss_cl: -0.2784 (-0.2788) time: 0.7479 data: 0.0002 max mem: 29860 [12:03:03.693011] Epoch: [310] [ 620/2904] eta: 0:29:29 lr: 0.001726 loss: 0.1833 (0.1913) loss_rec_all: 0.2093 (0.2172) loss_rec_sfr: 0.2598 (0.2816) loss_cl: -0.2784 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [12:03:18.600472] Epoch: [310] [ 640/2904] eta: 0:29:12 lr: 0.001726 loss: 0.1831 (0.1914) loss_rec_all: 0.2095 (0.2174) loss_rec_sfr: 0.2245 (0.2817) loss_cl: -0.2785 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [12:03:33.514204] Epoch: [310] [ 660/2904] eta: 0:28:54 lr: 0.001726 loss: 0.1836 (0.1915) loss_rec_all: 0.2096 (0.2174) loss_rec_sfr: 0.2545 (0.2817) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [12:03:48.427452] Epoch: [310] [ 680/2904] eta: 0:28:37 lr: 0.001726 loss: 0.1841 (0.1917) loss_rec_all: 0.2103 (0.2176) loss_rec_sfr: 0.2675 (0.2821) loss_cl: -0.2798 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [12:04:03.338677] Epoch: [310] [ 700/2904] eta: 0:28:20 lr: 0.001726 loss: 0.1814 (0.1916) loss_rec_all: 0.2078 (0.2175) loss_rec_sfr: 0.2539 (0.2817) loss_cl: -0.2790 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [12:04:18.244758] Epoch: [310] [ 720/2904] eta: 0:28:03 lr: 0.001726 loss: 0.1817 (0.1916) loss_rec_all: 0.2077 (0.2176) loss_rec_sfr: 0.2607 (0.2818) loss_cl: -0.2788 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [12:04:33.162778] Epoch: [310] [ 740/2904] eta: 0:27:46 lr: 0.001726 loss: 0.1878 (0.1918) loss_rec_all: 0.2139 (0.2177) loss_rec_sfr: 0.2588 (0.2822) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [12:04:48.068185] Epoch: [310] [ 760/2904] eta: 0:27:29 lr: 0.001726 loss: 0.1819 (0.1919) loss_rec_all: 0.2080 (0.2178) loss_rec_sfr: 0.2595 (0.2825) loss_cl: -0.2799 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [12:05:02.975515] Epoch: [310] [ 780/2904] eta: 0:27:12 lr: 0.001726 loss: 0.1782 (0.1917) loss_rec_all: 0.2045 (0.2176) loss_rec_sfr: 0.2245 (0.2818) loss_cl: -0.2793 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [12:05:17.877941] Epoch: [310] [ 800/2904] eta: 0:26:56 lr: 0.001726 loss: 0.1772 (0.1915) loss_rec_all: 0.2031 (0.2174) loss_rec_sfr: 0.2659 (0.2814) loss_cl: -0.2793 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [12:05:32.799195] Epoch: [310] [ 820/2904] eta: 0:26:39 lr: 0.001726 loss: 0.1782 (0.1912) loss_rec_all: 0.2042 (0.2171) loss_rec_sfr: 0.2365 (0.2803) loss_cl: -0.2785 (-0.2789) time: 0.7460 data: 0.0003 max mem: 29860 [12:05:47.707492] Epoch: [310] [ 840/2904] eta: 0:26:23 lr: 0.001726 loss: 0.1794 (0.1912) loss_rec_all: 0.2055 (0.2171) loss_rec_sfr: 0.2605 (0.2801) loss_cl: -0.2793 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [12:06:02.607839] Epoch: [310] [ 860/2904] eta: 0:26:06 lr: 0.001726 loss: 0.1868 (0.1912) loss_rec_all: 0.2130 (0.2171) loss_rec_sfr: 0.2618 (0.2800) loss_cl: -0.2789 (-0.2789) time: 0.7450 data: 0.0003 max mem: 29860 [12:06:17.491545] Epoch: [310] [ 880/2904] eta: 0:25:50 lr: 0.001726 loss: 0.1811 (0.1911) loss_rec_all: 0.2071 (0.2171) loss_rec_sfr: 0.2641 (0.2799) loss_cl: -0.2785 (-0.2789) time: 0.7441 data: 0.0002 max mem: 29860 [12:06:32.393886] Epoch: [310] [ 900/2904] eta: 0:25:34 lr: 0.001726 loss: 0.1766 (0.1909) loss_rec_all: 0.2029 (0.2169) loss_rec_sfr: 0.2369 (0.2792) loss_cl: -0.2786 (-0.2789) time: 0.7451 data: 0.0003 max mem: 29860 [12:06:47.297077] Epoch: [310] [ 920/2904] eta: 0:25:18 lr: 0.001726 loss: 0.1810 (0.1909) loss_rec_all: 0.2070 (0.2169) loss_rec_sfr: 0.2636 (0.2792) loss_cl: -0.2792 (-0.2789) time: 0.7451 data: 0.0003 max mem: 29860 [12:07:02.204510] Epoch: [310] [ 940/2904] eta: 0:25:02 lr: 0.001726 loss: 0.1806 (0.1909) loss_rec_all: 0.2067 (0.2168) loss_rec_sfr: 0.2584 (0.2791) loss_cl: -0.2800 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [12:07:17.107263] Epoch: [310] [ 960/2904] eta: 0:24:45 lr: 0.001726 loss: 0.1810 (0.1909) loss_rec_all: 0.2071 (0.2168) loss_rec_sfr: 0.2649 (0.2793) loss_cl: -0.2789 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [12:07:32.013555] Epoch: [310] [ 980/2904] eta: 0:24:29 lr: 0.001726 loss: 0.1766 (0.1908) loss_rec_all: 0.2032 (0.2167) loss_rec_sfr: 0.2598 (0.2790) loss_cl: -0.2791 (-0.2789) time: 0.7453 data: 0.0003 max mem: 29860 [12:07:46.922684] Epoch: [310] [1000/2904] eta: 0:24:13 lr: 0.001726 loss: 0.1801 (0.1907) loss_rec_all: 0.2063 (0.2166) loss_rec_sfr: 0.2542 (0.2787) loss_cl: -0.2783 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [12:08:01.831473] Epoch: [310] [1020/2904] eta: 0:23:57 lr: 0.001725 loss: 0.1815 (0.1907) loss_rec_all: 0.2074 (0.2166) loss_rec_sfr: 0.2659 (0.2788) loss_cl: -0.2784 (-0.2789) time: 0.7454 data: 0.0003 max mem: 29860 [12:08:16.736053] Epoch: [310] [1040/2904] eta: 0:23:42 lr: 0.001725 loss: 0.1810 (0.1907) loss_rec_all: 0.2073 (0.2166) loss_rec_sfr: 0.2514 (0.2785) loss_cl: -0.2783 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [12:08:31.645749] Epoch: [310] [1060/2904] eta: 0:23:26 lr: 0.001725 loss: 0.1810 (0.1906) loss_rec_all: 0.2067 (0.2166) loss_rec_sfr: 0.2242 (0.2783) loss_cl: -0.2796 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [12:08:46.548502] Epoch: [310] [1080/2904] eta: 0:23:10 lr: 0.001725 loss: 0.1789 (0.1906) loss_rec_all: 0.2049 (0.2165) loss_rec_sfr: 0.2637 (0.2783) loss_cl: -0.2792 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [12:09:01.450366] Epoch: [310] [1100/2904] eta: 0:22:54 lr: 0.001725 loss: 0.1798 (0.1906) loss_rec_all: 0.2061 (0.2166) loss_rec_sfr: 0.2628 (0.2785) loss_cl: -0.2788 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [12:09:16.355314] Epoch: [310] [1120/2904] eta: 0:22:38 lr: 0.001725 loss: 0.1811 (0.1907) loss_rec_all: 0.2072 (0.2167) loss_rec_sfr: 0.2623 (0.2786) loss_cl: -0.2789 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [12:09:31.260704] Epoch: [310] [1140/2904] eta: 0:22:23 lr: 0.001725 loss: 0.1797 (0.1907) loss_rec_all: 0.2061 (0.2166) loss_rec_sfr: 0.2709 (0.2787) loss_cl: -0.2791 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [12:09:46.160563] Epoch: [310] [1160/2904] eta: 0:22:07 lr: 0.001725 loss: 0.1801 (0.1906) loss_rec_all: 0.2061 (0.2165) loss_rec_sfr: 0.2609 (0.2785) loss_cl: -0.2796 (-0.2789) time: 0.7449 data: 0.0003 max mem: 29860 [12:10:01.067521] Epoch: [310] [1180/2904] eta: 0:21:51 lr: 0.001725 loss: 0.1789 (0.1905) loss_rec_all: 0.2053 (0.2165) loss_rec_sfr: 0.2530 (0.2782) loss_cl: -0.2791 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [12:10:15.974281] Epoch: [310] [1200/2904] eta: 0:21:35 lr: 0.001725 loss: 0.1785 (0.1905) loss_rec_all: 0.2051 (0.2165) loss_rec_sfr: 0.2530 (0.2782) loss_cl: -0.2780 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [12:10:30.877646] Epoch: [310] [1220/2904] eta: 0:21:20 lr: 0.001725 loss: 0.1785 (0.1905) loss_rec_all: 0.2050 (0.2164) loss_rec_sfr: 0.2590 (0.2781) loss_cl: -0.2791 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [12:10:45.787019] Epoch: [310] [1240/2904] eta: 0:21:04 lr: 0.001725 loss: 0.1831 (0.1906) loss_rec_all: 0.2094 (0.2165) loss_rec_sfr: 0.2667 (0.2785) loss_cl: -0.2794 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [12:11:00.695791] Epoch: [310] [1260/2904] eta: 0:20:49 lr: 0.001725 loss: 0.1811 (0.1907) loss_rec_all: 0.2070 (0.2166) loss_rec_sfr: 0.2710 (0.2789) loss_cl: -0.2784 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [12:11:15.603670] Epoch: [310] [1280/2904] eta: 0:20:33 lr: 0.001725 loss: 0.1793 (0.1907) loss_rec_all: 0.2055 (0.2166) loss_rec_sfr: 0.2667 (0.2791) loss_cl: -0.2782 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [12:11:30.507923] Epoch: [310] [1300/2904] eta: 0:20:18 lr: 0.001725 loss: 0.1784 (0.1907) loss_rec_all: 0.2045 (0.2166) loss_rec_sfr: 0.2398 (0.2787) loss_cl: -0.2794 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [12:11:45.411649] Epoch: [310] [1320/2904] eta: 0:20:02 lr: 0.001725 loss: 0.1790 (0.1906) loss_rec_all: 0.2058 (0.2165) loss_rec_sfr: 0.2544 (0.2784) loss_cl: -0.2798 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [12:12:00.303388] Epoch: [310] [1340/2904] eta: 0:19:46 lr: 0.001725 loss: 0.1861 (0.1907) loss_rec_all: 0.2121 (0.2166) loss_rec_sfr: 0.2691 (0.2787) loss_cl: -0.2784 (-0.2789) time: 0.7445 data: 0.0002 max mem: 29860 [12:12:15.204907] Epoch: [310] [1360/2904] eta: 0:19:31 lr: 0.001725 loss: 0.1816 (0.1906) loss_rec_all: 0.2079 (0.2166) loss_rec_sfr: 0.2653 (0.2786) loss_cl: -0.2777 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [12:12:30.103814] Epoch: [310] [1380/2904] eta: 0:19:16 lr: 0.001725 loss: 0.1822 (0.1907) loss_rec_all: 0.2082 (0.2166) loss_rec_sfr: 0.2656 (0.2786) loss_cl: -0.2794 (-0.2788) time: 0.7449 data: 0.0002 max mem: 29860 [12:12:45.012454] Epoch: [310] [1400/2904] eta: 0:19:00 lr: 0.001725 loss: 0.1798 (0.1906) loss_rec_all: 0.2057 (0.2166) loss_rec_sfr: 0.2582 (0.2784) loss_cl: -0.2790 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [12:12:59.917369] Epoch: [310] [1420/2904] eta: 0:18:45 lr: 0.001725 loss: 0.1801 (0.1906) loss_rec_all: 0.2060 (0.2166) loss_rec_sfr: 0.2253 (0.2783) loss_cl: -0.2787 (-0.2788) time: 0.7452 data: 0.0003 max mem: 29860 [12:13:14.829611] Epoch: [310] [1440/2904] eta: 0:18:29 lr: 0.001725 loss: 0.1792 (0.1908) loss_rec_all: 0.2058 (0.2167) loss_rec_sfr: 0.2656 (0.2787) loss_cl: -0.2783 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [12:13:29.729538] Epoch: [310] [1460/2904] eta: 0:18:14 lr: 0.001725 loss: 0.1812 (0.1908) loss_rec_all: 0.2073 (0.2167) loss_rec_sfr: 0.2618 (0.2788) loss_cl: -0.2794 (-0.2788) time: 0.7449 data: 0.0005 max mem: 29860 [12:13:44.629628] Epoch: [310] [1480/2904] eta: 0:17:58 lr: 0.001725 loss: 0.1782 (0.1907) loss_rec_all: 0.2047 (0.2167) loss_rec_sfr: 0.2299 (0.2786) loss_cl: -0.2795 (-0.2789) time: 0.7449 data: 0.0003 max mem: 29860 [12:13:59.523482] Epoch: [310] [1500/2904] eta: 0:17:43 lr: 0.001725 loss: 0.1826 (0.1908) loss_rec_all: 0.2089 (0.2167) loss_rec_sfr: 0.2498 (0.2788) loss_cl: -0.2790 (-0.2789) time: 0.7446 data: 0.0003 max mem: 29860 [12:14:14.424651] Epoch: [310] [1520/2904] eta: 0:17:28 lr: 0.001725 loss: 0.1808 (0.1907) loss_rec_all: 0.2066 (0.2167) loss_rec_sfr: 0.2587 (0.2785) loss_cl: -0.2790 (-0.2789) time: 0.7450 data: 0.0002 max mem: 29860 [12:14:29.329391] Epoch: [310] [1540/2904] eta: 0:17:12 lr: 0.001725 loss: 0.1771 (0.1907) loss_rec_all: 0.2035 (0.2167) loss_rec_sfr: 0.2592 (0.2787) loss_cl: -0.2791 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [12:14:44.237656] Epoch: [310] [1560/2904] eta: 0:16:57 lr: 0.001725 loss: 0.1844 (0.1909) loss_rec_all: 0.2106 (0.2168) loss_rec_sfr: 0.2715 (0.2793) loss_cl: -0.2780 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [12:14:59.145177] Epoch: [310] [1580/2904] eta: 0:16:42 lr: 0.001725 loss: 0.1816 (0.1909) loss_rec_all: 0.2079 (0.2168) loss_rec_sfr: 0.2606 (0.2791) loss_cl: -0.2786 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [12:15:14.054293] Epoch: [310] [1600/2904] eta: 0:16:26 lr: 0.001725 loss: 0.1825 (0.1909) loss_rec_all: 0.2085 (0.2168) loss_rec_sfr: 0.2700 (0.2792) loss_cl: -0.2782 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [12:15:28.965994] Epoch: [310] [1620/2904] eta: 0:16:11 lr: 0.001725 loss: 0.1811 (0.1909) loss_rec_all: 0.2075 (0.2168) loss_rec_sfr: 0.2613 (0.2793) loss_cl: -0.2791 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [12:15:43.874755] Epoch: [310] [1640/2904] eta: 0:15:56 lr: 0.001725 loss: 0.1814 (0.1909) loss_rec_all: 0.2078 (0.2168) loss_rec_sfr: 0.2661 (0.2793) loss_cl: -0.2791 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [12:15:58.779854] Epoch: [310] [1660/2904] eta: 0:15:40 lr: 0.001724 loss: 0.1778 (0.1909) loss_rec_all: 0.2037 (0.2168) loss_rec_sfr: 0.2510 (0.2794) loss_cl: -0.2793 (-0.2788) time: 0.7452 data: 0.0003 max mem: 29860 [12:16:13.684664] Epoch: [310] [1680/2904] eta: 0:15:25 lr: 0.001724 loss: 0.1848 (0.1910) loss_rec_all: 0.2108 (0.2169) loss_rec_sfr: 0.2671 (0.2797) loss_cl: -0.2794 (-0.2788) time: 0.7452 data: 0.0003 max mem: 29860 [12:16:28.591030] Epoch: [310] [1700/2904] eta: 0:15:10 lr: 0.001724 loss: 0.1847 (0.1910) loss_rec_all: 0.2105 (0.2169) loss_rec_sfr: 0.2648 (0.2796) loss_cl: -0.2789 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [12:16:43.491286] Epoch: [310] [1720/2904] eta: 0:14:54 lr: 0.001724 loss: 0.1811 (0.1910) loss_rec_all: 0.2072 (0.2169) loss_rec_sfr: 0.2576 (0.2795) loss_cl: -0.2792 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [12:16:58.395381] Epoch: [310] [1740/2904] eta: 0:14:39 lr: 0.001724 loss: 0.1808 (0.1910) loss_rec_all: 0.2068 (0.2169) loss_rec_sfr: 0.2648 (0.2796) loss_cl: -0.2784 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [12:17:13.302949] Epoch: [310] [1760/2904] eta: 0:14:24 lr: 0.001724 loss: 0.1788 (0.1910) loss_rec_all: 0.2048 (0.2169) loss_rec_sfr: 0.2592 (0.2795) loss_cl: -0.2786 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [12:17:28.209989] Epoch: [310] [1780/2904] eta: 0:14:09 lr: 0.001724 loss: 0.1811 (0.1909) loss_rec_all: 0.2071 (0.2168) loss_rec_sfr: 0.2259 (0.2791) loss_cl: -0.2789 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [12:17:43.117939] Epoch: [310] [1800/2904] eta: 0:13:53 lr: 0.001724 loss: 0.1768 (0.1908) loss_rec_all: 0.2027 (0.2168) loss_rec_sfr: 0.2525 (0.2791) loss_cl: -0.2785 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [12:17:58.023489] Epoch: [310] [1820/2904] eta: 0:13:38 lr: 0.001724 loss: 0.1772 (0.1908) loss_rec_all: 0.2036 (0.2167) loss_rec_sfr: 0.2473 (0.2788) loss_cl: -0.2791 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [12:18:12.932270] Epoch: [310] [1840/2904] eta: 0:13:23 lr: 0.001724 loss: 0.1825 (0.1908) loss_rec_all: 0.2084 (0.2167) loss_rec_sfr: 0.2604 (0.2788) loss_cl: -0.2797 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [12:18:27.841911] Epoch: [310] [1860/2904] eta: 0:13:08 lr: 0.001724 loss: 0.1803 (0.1908) loss_rec_all: 0.2067 (0.2168) loss_rec_sfr: 0.2603 (0.2790) loss_cl: -0.2792 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [12:18:42.750405] Epoch: [310] [1880/2904] eta: 0:12:53 lr: 0.001724 loss: 0.1809 (0.1908) loss_rec_all: 0.2072 (0.2167) loss_rec_sfr: 0.2631 (0.2790) loss_cl: -0.2790 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [12:18:57.658374] Epoch: [310] [1900/2904] eta: 0:12:37 lr: 0.001724 loss: 0.1823 (0.1908) loss_rec_all: 0.2082 (0.2167) loss_rec_sfr: 0.2672 (0.2791) loss_cl: -0.2780 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [12:19:12.558184] Epoch: [310] [1920/2904] eta: 0:12:22 lr: 0.001724 loss: 0.1809 (0.1908) loss_rec_all: 0.2071 (0.2168) loss_rec_sfr: 0.2516 (0.2791) loss_cl: -0.2788 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [12:19:27.465041] Epoch: [310] [1940/2904] eta: 0:12:07 lr: 0.001724 loss: 0.1800 (0.1908) loss_rec_all: 0.2064 (0.2167) loss_rec_sfr: 0.2544 (0.2788) loss_cl: -0.2791 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [12:19:42.371631] Epoch: [310] [1960/2904] eta: 0:11:52 lr: 0.001724 loss: 0.1799 (0.1908) loss_rec_all: 0.2062 (0.2167) loss_rec_sfr: 0.2691 (0.2789) loss_cl: -0.2793 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [12:19:57.278360] Epoch: [310] [1980/2904] eta: 0:11:37 lr: 0.001724 loss: 0.1815 (0.1908) loss_rec_all: 0.2073 (0.2167) loss_rec_sfr: 0.2607 (0.2789) loss_cl: -0.2786 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [12:20:12.187375] Epoch: [310] [2000/2904] eta: 0:11:21 lr: 0.001724 loss: 0.1830 (0.1909) loss_rec_all: 0.2093 (0.2169) loss_rec_sfr: 0.2771 (0.2795) loss_cl: -0.2781 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [12:20:27.095674] Epoch: [310] [2020/2904] eta: 0:11:06 lr: 0.001724 loss: 0.1780 (0.1909) loss_rec_all: 0.2042 (0.2169) loss_rec_sfr: 0.2581 (0.2795) loss_cl: -0.2785 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [12:20:42.011893] Epoch: [310] [2040/2904] eta: 0:10:51 lr: 0.001724 loss: 0.1816 (0.1909) loss_rec_all: 0.2081 (0.2169) loss_rec_sfr: 0.2536 (0.2794) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [12:20:56.921008] Epoch: [310] [2060/2904] eta: 0:10:36 lr: 0.001724 loss: 0.1828 (0.1909) loss_rec_all: 0.2089 (0.2168) loss_rec_sfr: 0.2616 (0.2794) loss_cl: -0.2788 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [12:21:11.821266] Epoch: [310] [2080/2904] eta: 0:10:21 lr: 0.001724 loss: 0.1814 (0.1910) loss_rec_all: 0.2074 (0.2169) loss_rec_sfr: 0.2661 (0.2796) loss_cl: -0.2790 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [12:21:26.725146] Epoch: [310] [2100/2904] eta: 0:10:06 lr: 0.001724 loss: 0.1812 (0.1909) loss_rec_all: 0.2074 (0.2169) loss_rec_sfr: 0.2317 (0.2795) loss_cl: -0.2786 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [12:21:41.628919] Epoch: [310] [2120/2904] eta: 0:09:51 lr: 0.001724 loss: 0.1793 (0.1909) loss_rec_all: 0.2052 (0.2168) loss_rec_sfr: 0.2532 (0.2793) loss_cl: -0.2785 (-0.2788) time: 0.7451 data: 0.0003 max mem: 29860 [12:21:56.541589] Epoch: [310] [2140/2904] eta: 0:09:35 lr: 0.001724 loss: 0.1811 (0.1909) loss_rec_all: 0.2075 (0.2168) loss_rec_sfr: 0.2704 (0.2795) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [12:22:11.452340] Epoch: [310] [2160/2904] eta: 0:09:20 lr: 0.001724 loss: 0.1823 (0.1909) loss_rec_all: 0.2082 (0.2169) loss_rec_sfr: 0.2724 (0.2796) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [12:22:26.351578] Epoch: [310] [2180/2904] eta: 0:09:05 lr: 0.001724 loss: 0.1879 (0.1910) loss_rec_all: 0.2140 (0.2169) loss_rec_sfr: 0.2574 (0.2798) loss_cl: -0.2793 (-0.2788) time: 0.7449 data: 0.0002 max mem: 29860 [12:22:41.268782] Epoch: [310] [2200/2904] eta: 0:08:50 lr: 0.001724 loss: 0.1814 (0.1910) loss_rec_all: 0.2077 (0.2170) loss_rec_sfr: 0.2601 (0.2798) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [12:22:56.177383] Epoch: [310] [2220/2904] eta: 0:08:35 lr: 0.001724 loss: 0.1817 (0.1910) loss_rec_all: 0.2075 (0.2169) loss_rec_sfr: 0.2663 (0.2798) loss_cl: -0.2789 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [12:23:11.091674] Epoch: [310] [2240/2904] eta: 0:08:20 lr: 0.001724 loss: 0.1830 (0.1911) loss_rec_all: 0.2090 (0.2170) loss_rec_sfr: 0.2597 (0.2799) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [12:23:25.999126] Epoch: [310] [2260/2904] eta: 0:08:05 lr: 0.001724 loss: 0.1802 (0.1911) loss_rec_all: 0.2064 (0.2170) loss_rec_sfr: 0.2588 (0.2799) loss_cl: -0.2795 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [12:23:40.933191] Epoch: [310] [2280/2904] eta: 0:07:50 lr: 0.001724 loss: 0.1785 (0.1910) loss_rec_all: 0.2050 (0.2170) loss_rec_sfr: 0.2286 (0.2797) loss_cl: -0.2796 (-0.2788) time: 0.7467 data: 0.0003 max mem: 29860 [12:23:55.884430] Epoch: [310] [2300/2904] eta: 0:07:34 lr: 0.001724 loss: 0.1781 (0.1910) loss_rec_all: 0.2043 (0.2169) loss_rec_sfr: 0.2527 (0.2794) loss_cl: -0.2786 (-0.2788) time: 0.7475 data: 0.0003 max mem: 29860 [12:24:10.835144] Epoch: [310] [2320/2904] eta: 0:07:19 lr: 0.001723 loss: 0.1775 (0.1909) loss_rec_all: 0.2036 (0.2168) loss_rec_sfr: 0.2596 (0.2791) loss_cl: -0.2785 (-0.2788) time: 0.7475 data: 0.0003 max mem: 29860 [12:24:25.777136] Epoch: [310] [2340/2904] eta: 0:07:04 lr: 0.001723 loss: 0.1773 (0.1908) loss_rec_all: 0.2033 (0.2168) loss_rec_sfr: 0.2666 (0.2791) loss_cl: -0.2788 (-0.2788) time: 0.7470 data: 0.0003 max mem: 29860 [12:24:40.891534] Epoch: [310] [2360/2904] eta: 0:06:49 lr: 0.001723 loss: 0.1762 (0.1908) loss_rec_all: 0.2029 (0.2167) loss_rec_sfr: 0.2571 (0.2790) loss_cl: -0.2790 (-0.2788) time: 0.7556 data: 0.0002 max mem: 29860 [12:24:55.839204] Epoch: [310] [2380/2904] eta: 0:06:34 lr: 0.001723 loss: 0.1853 (0.1909) loss_rec_all: 0.2111 (0.2168) loss_rec_sfr: 0.2691 (0.2794) loss_cl: -0.2785 (-0.2788) time: 0.7473 data: 0.0003 max mem: 29860 [12:25:10.777032] Epoch: [310] [2400/2904] eta: 0:06:19 lr: 0.001723 loss: 0.1867 (0.1910) loss_rec_all: 0.2129 (0.2169) loss_rec_sfr: 0.2619 (0.2796) loss_cl: -0.2797 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [12:25:25.714256] Epoch: [310] [2420/2904] eta: 0:06:04 lr: 0.001723 loss: 0.1820 (0.1910) loss_rec_all: 0.2083 (0.2169) loss_rec_sfr: 0.2681 (0.2797) loss_cl: -0.2788 (-0.2788) time: 0.7468 data: 0.0003 max mem: 29860 [12:25:40.653274] Epoch: [310] [2440/2904] eta: 0:05:49 lr: 0.001723 loss: 0.1796 (0.1910) loss_rec_all: 0.2063 (0.2169) loss_rec_sfr: 0.2490 (0.2796) loss_cl: -0.2792 (-0.2788) time: 0.7469 data: 0.0003 max mem: 29860 [12:25:55.589992] Epoch: [310] [2460/2904] eta: 0:05:34 lr: 0.001723 loss: 0.1783 (0.1909) loss_rec_all: 0.2042 (0.2168) loss_rec_sfr: 0.2557 (0.2793) loss_cl: -0.2788 (-0.2788) time: 0.7468 data: 0.0003 max mem: 29860 [12:26:10.555089] Epoch: [310] [2480/2904] eta: 0:05:19 lr: 0.001723 loss: 0.1875 (0.1910) loss_rec_all: 0.2136 (0.2169) loss_rec_sfr: 0.2593 (0.2794) loss_cl: -0.2786 (-0.2788) time: 0.7482 data: 0.0003 max mem: 29860 [12:26:25.542757] Epoch: [310] [2500/2904] eta: 0:05:04 lr: 0.001723 loss: 0.1800 (0.1909) loss_rec_all: 0.2064 (0.2168) loss_rec_sfr: 0.2588 (0.2793) loss_cl: -0.2788 (-0.2788) time: 0.7493 data: 0.0002 max mem: 29860 [12:26:40.491889] Epoch: [310] [2520/2904] eta: 0:04:49 lr: 0.001723 loss: 0.1826 (0.1909) loss_rec_all: 0.2087 (0.2169) loss_rec_sfr: 0.2663 (0.2794) loss_cl: -0.2788 (-0.2788) time: 0.7474 data: 0.0003 max mem: 29860 [12:26:55.452319] Epoch: [310] [2540/2904] eta: 0:04:34 lr: 0.001723 loss: 0.1823 (0.1909) loss_rec_all: 0.2087 (0.2169) loss_rec_sfr: 0.2563 (0.2793) loss_cl: -0.2793 (-0.2788) time: 0.7480 data: 0.0003 max mem: 29860 [12:27:10.417309] Epoch: [310] [2560/2904] eta: 0:04:18 lr: 0.001723 loss: 0.1804 (0.1909) loss_rec_all: 0.2063 (0.2168) loss_rec_sfr: 0.2587 (0.2792) loss_cl: -0.2792 (-0.2788) time: 0.7482 data: 0.0003 max mem: 29860 [12:27:25.391942] Epoch: [310] [2580/2904] eta: 0:04:03 lr: 0.001723 loss: 0.1802 (0.1909) loss_rec_all: 0.2065 (0.2168) loss_rec_sfr: 0.2615 (0.2791) loss_cl: -0.2784 (-0.2788) time: 0.7487 data: 0.0002 max mem: 29860 [12:27:40.367295] Epoch: [310] [2600/2904] eta: 0:03:48 lr: 0.001723 loss: 0.1821 (0.1909) loss_rec_all: 0.2084 (0.2169) loss_rec_sfr: 0.2680 (0.2794) loss_cl: -0.2782 (-0.2788) time: 0.7487 data: 0.0002 max mem: 29860 [12:27:55.340363] Epoch: [310] [2620/2904] eta: 0:03:33 lr: 0.001723 loss: 0.1831 (0.1909) loss_rec_all: 0.2092 (0.2168) loss_rec_sfr: 0.2604 (0.2793) loss_cl: -0.2787 (-0.2788) time: 0.7486 data: 0.0003 max mem: 29860 [12:28:10.343532] Epoch: [310] [2640/2904] eta: 0:03:18 lr: 0.001723 loss: 0.1810 (0.1909) loss_rec_all: 0.2075 (0.2168) loss_rec_sfr: 0.2549 (0.2792) loss_cl: -0.2788 (-0.2788) time: 0.7501 data: 0.0003 max mem: 29860 [12:28:25.364217] Epoch: [310] [2660/2904] eta: 0:03:03 lr: 0.001723 loss: 0.1775 (0.1909) loss_rec_all: 0.2037 (0.2168) loss_rec_sfr: 0.2646 (0.2792) loss_cl: -0.2791 (-0.2788) time: 0.7510 data: 0.0003 max mem: 29860 [12:28:40.305674] Epoch: [310] [2680/2904] eta: 0:02:48 lr: 0.001723 loss: 0.1805 (0.1908) loss_rec_all: 0.2068 (0.2168) loss_rec_sfr: 0.2648 (0.2791) loss_cl: -0.2793 (-0.2788) time: 0.7470 data: 0.0002 max mem: 29860 [12:28:55.219492] Epoch: [310] [2700/2904] eta: 0:02:33 lr: 0.001723 loss: 0.1880 (0.1909) loss_rec_all: 0.2141 (0.2169) loss_rec_sfr: 0.2640 (0.2795) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [12:29:10.130043] Epoch: [310] [2720/2904] eta: 0:02:18 lr: 0.001723 loss: 0.1828 (0.1909) loss_rec_all: 0.2087 (0.2168) loss_rec_sfr: 0.2571 (0.2793) loss_cl: -0.2793 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [12:29:25.035735] Epoch: [310] [2740/2904] eta: 0:02:03 lr: 0.001723 loss: 0.1792 (0.1909) loss_rec_all: 0.2056 (0.2168) loss_rec_sfr: 0.2628 (0.2793) loss_cl: -0.2793 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [12:29:39.940051] Epoch: [310] [2760/2904] eta: 0:01:48 lr: 0.001723 loss: 0.1831 (0.1909) loss_rec_all: 0.2094 (0.2169) loss_rec_sfr: 0.2642 (0.2794) loss_cl: -0.2790 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [12:29:54.844630] Epoch: [310] [2780/2904] eta: 0:01:33 lr: 0.001723 loss: 0.1791 (0.1909) loss_rec_all: 0.2052 (0.2169) loss_rec_sfr: 0.2648 (0.2794) loss_cl: -0.2796 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [12:30:09.751132] Epoch: [310] [2800/2904] eta: 0:01:18 lr: 0.001723 loss: 0.1810 (0.1910) loss_rec_all: 0.2070 (0.2169) loss_rec_sfr: 0.2634 (0.2795) loss_cl: -0.2785 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [12:30:24.650066] Epoch: [310] [2820/2904] eta: 0:01:03 lr: 0.001723 loss: 0.1783 (0.1909) loss_rec_all: 0.2045 (0.2168) loss_rec_sfr: 0.2526 (0.2793) loss_cl: -0.2785 (-0.2788) time: 0.7449 data: 0.0002 max mem: 29860 [12:30:39.623171] Epoch: [310] [2840/2904] eta: 0:00:48 lr: 0.001723 loss: 0.1777 (0.1909) loss_rec_all: 0.2038 (0.2169) loss_rec_sfr: 0.2211 (0.2793) loss_cl: -0.2794 (-0.2788) time: 0.7486 data: 0.0023 max mem: 29860 [12:30:54.504433] Epoch: [310] [2860/2904] eta: 0:00:33 lr: 0.001723 loss: 0.1808 (0.1909) loss_rec_all: 0.2071 (0.2168) loss_rec_sfr: 0.2616 (0.2792) loss_cl: -0.2789 (-0.2788) time: 0.7440 data: 0.0001 max mem: 29860 [12:31:09.391074] Epoch: [310] [2880/2904] eta: 0:00:18 lr: 0.001723 loss: 0.1776 (0.1908) loss_rec_all: 0.2041 (0.2168) loss_rec_sfr: 0.2029 (0.2789) loss_cl: -0.2792 (-0.2788) time: 0.7443 data: 0.0001 max mem: 29860 [12:31:24.273075] Epoch: [310] [2900/2904] eta: 0:00:03 lr: 0.001723 loss: 0.1787 (0.1908) loss_rec_all: 0.2048 (0.2167) loss_rec_sfr: 0.2550 (0.2789) loss_cl: -0.2791 (-0.2788) time: 0.7441 data: 0.0001 max mem: 29860 [12:31:26.513359] Epoch: [310] [2903/2904] eta: 0:00:00 lr: 0.001723 loss: 0.1787 (0.1908) loss_rec_all: 0.2048 (0.2167) loss_rec_sfr: 0.2602 (0.2789) loss_cl: -0.2787 (-0.2788) time: 0.7441 data: 0.0001 max mem: 29860 [12:31:28.862504] Epoch: [310] Total time: 0:36:26 (0.7529 s / it) [12:31:28.868851] Averaged stats: lr: 0.001723 loss: 0.1787 (0.1932) loss_rec_all: 0.2048 (0.2168) loss_rec_sfr: 0.2602 (0.2793) loss_cl: -0.2787 (-0.2556) [12:31:28.874054] log_dir: ./checkpoint/VF2_ViT-B [12:31:47.252396] Epoch: [311] [ 0/2904] eta: 14:49:28 lr: 0.001723 loss: 0.1775 (0.1775) loss_rec_all: 0.2039 (0.2039) loss_rec_sfr: 0.1937 (0.1937) loss_cl: -0.2779 (-0.2779) time: 18.3777 data: 13.4988 max mem: 29860 [12:32:05.140412] Epoch: [311] [ 20/2904] eta: 1:23:00 lr: 0.001723 loss: 0.1779 (0.1845) loss_rec_all: 0.2040 (0.2107) loss_rec_sfr: 0.2202 (0.2493) loss_cl: -0.2786 (-0.2787) time: 0.8944 data: 0.1203 max mem: 29860 [12:32:20.003712] Epoch: [311] [ 40/2904] eta: 0:59:31 lr: 0.001723 loss: 0.1821 (0.1904) loss_rec_all: 0.2081 (0.2164) loss_rec_sfr: 0.2636 (0.2750) loss_cl: -0.2790 (-0.2788) time: 0.7431 data: 0.0002 max mem: 29860 [12:32:34.882939] Epoch: [311] [ 60/2904] eta: 0:51:17 lr: 0.001722 loss: 0.1823 (0.1921) loss_rec_all: 0.2085 (0.2180) loss_rec_sfr: 0.2675 (0.2830) loss_cl: -0.2788 (-0.2788) time: 0.7439 data: 0.0002 max mem: 29860 [12:32:49.776773] Epoch: [311] [ 80/2904] eta: 0:47:00 lr: 0.001722 loss: 0.1811 (0.1916) loss_rec_all: 0.2075 (0.2175) loss_rec_sfr: 0.2501 (0.2801) loss_cl: -0.2793 (-0.2790) time: 0.7446 data: 0.0002 max mem: 29860 [12:33:04.692206] Epoch: [311] [ 100/2904] eta: 0:44:19 lr: 0.001722 loss: 0.1827 (0.1920) loss_rec_all: 0.2084 (0.2179) loss_rec_sfr: 0.2663 (0.2827) loss_cl: -0.2782 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [12:33:19.624403] Epoch: [311] [ 120/2904] eta: 0:42:28 lr: 0.001722 loss: 0.1805 (0.1912) loss_rec_all: 0.2069 (0.2172) loss_rec_sfr: 0.2627 (0.2809) loss_cl: -0.2788 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [12:33:34.537881] Epoch: [311] [ 140/2904] eta: 0:41:03 lr: 0.001722 loss: 0.1843 (0.1916) loss_rec_all: 0.2103 (0.2175) loss_rec_sfr: 0.2619 (0.2833) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [12:33:49.471365] Epoch: [311] [ 160/2904] eta: 0:39:56 lr: 0.001722 loss: 0.1863 (0.1923) loss_rec_all: 0.2124 (0.2182) loss_rec_sfr: 0.2621 (0.2854) loss_cl: -0.2786 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [12:34:04.380607] Epoch: [311] [ 180/2904] eta: 0:39:00 lr: 0.001722 loss: 0.1778 (0.1917) loss_rec_all: 0.2041 (0.2176) loss_rec_sfr: 0.2262 (0.2832) loss_cl: -0.2786 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [12:34:19.288306] Epoch: [311] [ 200/2904] eta: 0:38:12 lr: 0.001722 loss: 0.1842 (0.1924) loss_rec_all: 0.2101 (0.2183) loss_rec_sfr: 0.2734 (0.2863) loss_cl: -0.2793 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [12:34:34.198031] Epoch: [311] [ 220/2904] eta: 0:37:30 lr: 0.001722 loss: 0.1855 (0.1923) loss_rec_all: 0.2113 (0.2182) loss_rec_sfr: 0.2578 (0.2854) loss_cl: -0.2789 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [12:34:49.109383] Epoch: [311] [ 240/2904] eta: 0:36:53 lr: 0.001722 loss: 0.1805 (0.1930) loss_rec_all: 0.2069 (0.2189) loss_rec_sfr: 0.2643 (0.2871) loss_cl: -0.2780 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [12:35:04.019359] Epoch: [311] [ 260/2904] eta: 0:36:19 lr: 0.001722 loss: 0.1805 (0.1930) loss_rec_all: 0.2066 (0.2188) loss_rec_sfr: 0.2641 (0.2874) loss_cl: -0.2785 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [12:35:18.958479] Epoch: [311] [ 280/2904] eta: 0:35:48 lr: 0.001722 loss: 0.1794 (0.1923) loss_rec_all: 0.2054 (0.2182) loss_rec_sfr: 0.2591 (0.2852) loss_cl: -0.2787 (-0.2788) time: 0.7469 data: 0.0002 max mem: 29860 [12:35:33.856993] Epoch: [311] [ 300/2904] eta: 0:35:19 lr: 0.001722 loss: 0.1774 (0.1921) loss_rec_all: 0.2036 (0.2179) loss_rec_sfr: 0.2611 (0.2849) loss_cl: -0.2789 (-0.2788) time: 0.7449 data: 0.0002 max mem: 29860 [12:35:48.782001] Epoch: [311] [ 320/2904] eta: 0:34:52 lr: 0.001722 loss: 0.1778 (0.1914) loss_rec_all: 0.2041 (0.2172) loss_rec_sfr: 0.2543 (0.2827) loss_cl: -0.2782 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [12:36:03.688080] Epoch: [311] [ 340/2904] eta: 0:34:26 lr: 0.001722 loss: 0.1827 (0.1916) loss_rec_all: 0.2089 (0.2175) loss_rec_sfr: 0.2588 (0.2834) loss_cl: -0.2785 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [12:36:18.589499] Epoch: [311] [ 360/2904] eta: 0:34:01 lr: 0.001722 loss: 0.1774 (0.1910) loss_rec_all: 0.2035 (0.2169) loss_rec_sfr: 0.2274 (0.2813) loss_cl: -0.2795 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [12:36:33.491970] Epoch: [311] [ 380/2904] eta: 0:33:37 lr: 0.001722 loss: 0.1802 (0.1908) loss_rec_all: 0.2063 (0.2167) loss_rec_sfr: 0.2627 (0.2803) loss_cl: -0.2804 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [12:36:48.397622] Epoch: [311] [ 400/2904] eta: 0:33:15 lr: 0.001722 loss: 0.1786 (0.1907) loss_rec_all: 0.2050 (0.2167) loss_rec_sfr: 0.2563 (0.2799) loss_cl: -0.2802 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [12:37:03.312210] Epoch: [311] [ 420/2904] eta: 0:32:53 lr: 0.001722 loss: 0.1821 (0.1909) loss_rec_all: 0.2083 (0.2168) loss_rec_sfr: 0.2587 (0.2804) loss_cl: -0.2787 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [12:37:18.228149] Epoch: [311] [ 440/2904] eta: 0:32:31 lr: 0.001722 loss: 0.1798 (0.1907) loss_rec_all: 0.2062 (0.2166) loss_rec_sfr: 0.2531 (0.2793) loss_cl: -0.2781 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [12:37:33.145774] Epoch: [311] [ 460/2904] eta: 0:32:11 lr: 0.001722 loss: 0.1852 (0.1909) loss_rec_all: 0.2112 (0.2168) loss_rec_sfr: 0.2717 (0.2801) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [12:37:48.053570] Epoch: [311] [ 480/2904] eta: 0:31:50 lr: 0.001722 loss: 0.1800 (0.1910) loss_rec_all: 0.2063 (0.2169) loss_rec_sfr: 0.2364 (0.2800) loss_cl: -0.2786 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [12:38:02.958745] Epoch: [311] [ 500/2904] eta: 0:31:30 lr: 0.001722 loss: 0.1827 (0.1910) loss_rec_all: 0.2086 (0.2169) loss_rec_sfr: 0.2650 (0.2799) loss_cl: -0.2789 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [12:38:17.869155] Epoch: [311] [ 520/2904] eta: 0:31:11 lr: 0.001722 loss: 0.1870 (0.1914) loss_rec_all: 0.2130 (0.2173) loss_rec_sfr: 0.2641 (0.2813) loss_cl: -0.2791 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [12:38:32.774661] Epoch: [311] [ 540/2904] eta: 0:30:52 lr: 0.001722 loss: 0.1824 (0.1911) loss_rec_all: 0.2087 (0.2170) loss_rec_sfr: 0.2557 (0.2801) loss_cl: -0.2789 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [12:38:47.688737] Epoch: [311] [ 560/2904] eta: 0:30:33 lr: 0.001722 loss: 0.1832 (0.1910) loss_rec_all: 0.2093 (0.2170) loss_rec_sfr: 0.2613 (0.2803) loss_cl: -0.2795 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [12:39:02.615128] Epoch: [311] [ 580/2904] eta: 0:30:14 lr: 0.001722 loss: 0.1811 (0.1910) loss_rec_all: 0.2074 (0.2170) loss_rec_sfr: 0.2244 (0.2799) loss_cl: -0.2784 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [12:39:17.562780] Epoch: [311] [ 600/2904] eta: 0:29:56 lr: 0.001722 loss: 0.1806 (0.1909) loss_rec_all: 0.2064 (0.2169) loss_rec_sfr: 0.2693 (0.2801) loss_cl: -0.2779 (-0.2788) time: 0.7473 data: 0.0002 max mem: 29860 [12:39:32.508908] Epoch: [311] [ 620/2904] eta: 0:29:38 lr: 0.001722 loss: 0.1804 (0.1908) loss_rec_all: 0.2065 (0.2167) loss_rec_sfr: 0.2612 (0.2796) loss_cl: -0.2791 (-0.2788) time: 0.7473 data: 0.0002 max mem: 29860 [12:39:47.458049] Epoch: [311] [ 640/2904] eta: 0:29:20 lr: 0.001722 loss: 0.1788 (0.1907) loss_rec_all: 0.2049 (0.2166) loss_rec_sfr: 0.2616 (0.2792) loss_cl: -0.2792 (-0.2788) time: 0.7474 data: 0.0003 max mem: 29860 [12:40:02.391384] Epoch: [311] [ 660/2904] eta: 0:29:03 lr: 0.001722 loss: 0.1777 (0.1908) loss_rec_all: 0.2042 (0.2167) loss_rec_sfr: 0.2444 (0.2797) loss_cl: -0.2788 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [12:40:17.329498] Epoch: [311] [ 680/2904] eta: 0:28:45 lr: 0.001722 loss: 0.1818 (0.1910) loss_rec_all: 0.2078 (0.2169) loss_rec_sfr: 0.2612 (0.2804) loss_cl: -0.2789 (-0.2788) time: 0.7469 data: 0.0002 max mem: 29860 [12:40:32.277098] Epoch: [311] [ 700/2904] eta: 0:28:28 lr: 0.001721 loss: 0.1785 (0.1908) loss_rec_all: 0.2045 (0.2168) loss_rec_sfr: 0.2684 (0.2804) loss_cl: -0.2787 (-0.2788) time: 0.7473 data: 0.0002 max mem: 29860 [12:40:47.214704] Epoch: [311] [ 720/2904] eta: 0:28:11 lr: 0.001721 loss: 0.1782 (0.1910) loss_rec_all: 0.2045 (0.2169) loss_rec_sfr: 0.2507 (0.2808) loss_cl: -0.2786 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [12:41:02.173476] Epoch: [311] [ 740/2904] eta: 0:27:54 lr: 0.001721 loss: 0.1830 (0.1913) loss_rec_all: 0.2095 (0.2172) loss_rec_sfr: 0.2648 (0.2815) loss_cl: -0.2790 (-0.2788) time: 0.7479 data: 0.0002 max mem: 29860 [12:41:17.156249] Epoch: [311] [ 760/2904] eta: 0:27:37 lr: 0.001721 loss: 0.1779 (0.1913) loss_rec_all: 0.2044 (0.2172) loss_rec_sfr: 0.2624 (0.2817) loss_cl: -0.2790 (-0.2788) time: 0.7491 data: 0.0002 max mem: 29860 [12:41:32.113006] Epoch: [311] [ 780/2904] eta: 0:27:20 lr: 0.001721 loss: 0.1790 (0.1912) loss_rec_all: 0.2054 (0.2171) loss_rec_sfr: 0.2627 (0.2817) loss_cl: -0.2789 (-0.2788) time: 0.7478 data: 0.0002 max mem: 29860 [12:41:47.061520] Epoch: [311] [ 800/2904] eta: 0:27:03 lr: 0.001721 loss: 0.1805 (0.1913) loss_rec_all: 0.2064 (0.2172) loss_rec_sfr: 0.2261 (0.2817) loss_cl: -0.2801 (-0.2788) time: 0.7474 data: 0.0003 max mem: 29860 [12:42:02.010076] Epoch: [311] [ 820/2904] eta: 0:26:47 lr: 0.001721 loss: 0.1788 (0.1912) loss_rec_all: 0.2046 (0.2171) loss_rec_sfr: 0.2636 (0.2812) loss_cl: -0.2789 (-0.2788) time: 0.7474 data: 0.0003 max mem: 29860 [12:42:16.985293] Epoch: [311] [ 840/2904] eta: 0:26:30 lr: 0.001721 loss: 0.1793 (0.1910) loss_rec_all: 0.2054 (0.2169) loss_rec_sfr: 0.2655 (0.2807) loss_cl: -0.2792 (-0.2788) time: 0.7487 data: 0.0002 max mem: 29860 [12:42:31.909405] Epoch: [311] [ 860/2904] eta: 0:26:13 lr: 0.001721 loss: 0.1822 (0.1909) loss_rec_all: 0.2080 (0.2168) loss_rec_sfr: 0.2622 (0.2807) loss_cl: -0.2787 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [12:42:46.839482] Epoch: [311] [ 880/2904] eta: 0:25:57 lr: 0.001721 loss: 0.1841 (0.1910) loss_rec_all: 0.2100 (0.2169) loss_rec_sfr: 0.2617 (0.2809) loss_cl: -0.2782 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [12:43:01.753882] Epoch: [311] [ 900/2904] eta: 0:25:41 lr: 0.001721 loss: 0.1837 (0.1912) loss_rec_all: 0.2095 (0.2171) loss_rec_sfr: 0.2771 (0.2818) loss_cl: -0.2793 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [12:43:16.659278] Epoch: [311] [ 920/2904] eta: 0:25:24 lr: 0.001721 loss: 0.1839 (0.1913) loss_rec_all: 0.2100 (0.2172) loss_rec_sfr: 0.2569 (0.2821) loss_cl: -0.2793 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [12:43:31.565625] Epoch: [311] [ 940/2904] eta: 0:25:08 lr: 0.001721 loss: 0.1805 (0.1914) loss_rec_all: 0.2066 (0.2173) loss_rec_sfr: 0.2650 (0.2824) loss_cl: -0.2784 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [12:43:46.476145] Epoch: [311] [ 960/2904] eta: 0:24:52 lr: 0.001721 loss: 0.1785 (0.1914) loss_rec_all: 0.2044 (0.2173) loss_rec_sfr: 0.2625 (0.2823) loss_cl: -0.2781 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [12:44:01.380270] Epoch: [311] [ 980/2904] eta: 0:24:35 lr: 0.001721 loss: 0.1807 (0.1914) loss_rec_all: 0.2070 (0.2173) loss_rec_sfr: 0.2520 (0.2820) loss_cl: -0.2790 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [12:44:16.294001] Epoch: [311] [1000/2904] eta: 0:24:19 lr: 0.001721 loss: 0.1818 (0.1914) loss_rec_all: 0.2077 (0.2173) loss_rec_sfr: 0.2598 (0.2821) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [12:44:31.208174] Epoch: [311] [1020/2904] eta: 0:24:03 lr: 0.001721 loss: 0.1811 (0.1914) loss_rec_all: 0.2073 (0.2173) loss_rec_sfr: 0.2612 (0.2820) loss_cl: -0.2795 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [12:44:46.111741] Epoch: [311] [1040/2904] eta: 0:23:47 lr: 0.001721 loss: 0.1818 (0.1914) loss_rec_all: 0.2082 (0.2173) loss_rec_sfr: 0.2642 (0.2822) loss_cl: -0.2786 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [12:45:01.018512] Epoch: [311] [1060/2904] eta: 0:23:31 lr: 0.001721 loss: 0.1777 (0.1913) loss_rec_all: 0.2042 (0.2172) loss_rec_sfr: 0.2256 (0.2815) loss_cl: -0.2783 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [12:45:15.931684] Epoch: [311] [1080/2904] eta: 0:23:15 lr: 0.001721 loss: 0.1812 (0.1914) loss_rec_all: 0.2074 (0.2173) loss_rec_sfr: 0.2707 (0.2819) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [12:45:30.842778] Epoch: [311] [1100/2904] eta: 0:22:59 lr: 0.001721 loss: 0.1816 (0.1916) loss_rec_all: 0.2077 (0.2175) loss_rec_sfr: 0.2585 (0.2827) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [12:45:45.750446] Epoch: [311] [1120/2904] eta: 0:22:43 lr: 0.001721 loss: 0.1796 (0.1916) loss_rec_all: 0.2056 (0.2175) loss_rec_sfr: 0.2629 (0.2827) loss_cl: -0.2788 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [12:46:00.652892] Epoch: [311] [1140/2904] eta: 0:22:27 lr: 0.001721 loss: 0.1791 (0.1917) loss_rec_all: 0.2056 (0.2176) loss_rec_sfr: 0.2489 (0.2829) loss_cl: -0.2787 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [12:46:15.558060] Epoch: [311] [1160/2904] eta: 0:22:11 lr: 0.001721 loss: 0.1794 (0.1917) loss_rec_all: 0.2054 (0.2175) loss_rec_sfr: 0.2646 (0.2830) loss_cl: -0.2789 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [12:46:30.464359] Epoch: [311] [1180/2904] eta: 0:21:56 lr: 0.001721 loss: 0.1780 (0.1916) loss_rec_all: 0.2047 (0.2175) loss_rec_sfr: 0.2565 (0.2827) loss_cl: -0.2789 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [12:46:45.377138] Epoch: [311] [1200/2904] eta: 0:21:40 lr: 0.001721 loss: 0.1801 (0.1915) loss_rec_all: 0.2064 (0.2174) loss_rec_sfr: 0.2582 (0.2824) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [12:47:00.289957] Epoch: [311] [1220/2904] eta: 0:21:24 lr: 0.001721 loss: 0.1809 (0.1916) loss_rec_all: 0.2067 (0.2175) loss_rec_sfr: 0.2509 (0.2825) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [12:47:15.204618] Epoch: [311] [1240/2904] eta: 0:21:08 lr: 0.001721 loss: 0.1786 (0.1915) loss_rec_all: 0.2051 (0.2174) loss_rec_sfr: 0.2267 (0.2820) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [12:47:30.128437] Epoch: [311] [1260/2904] eta: 0:20:53 lr: 0.001721 loss: 0.1802 (0.1916) loss_rec_all: 0.2064 (0.2175) loss_rec_sfr: 0.2697 (0.2828) loss_cl: -0.2784 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [12:47:45.030123] Epoch: [311] [1280/2904] eta: 0:20:37 lr: 0.001721 loss: 0.1769 (0.1916) loss_rec_all: 0.2032 (0.2175) loss_rec_sfr: 0.2581 (0.2827) loss_cl: -0.2795 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [12:47:59.929344] Epoch: [311] [1300/2904] eta: 0:20:21 lr: 0.001721 loss: 0.1781 (0.1916) loss_rec_all: 0.2041 (0.2175) loss_rec_sfr: 0.2623 (0.2827) loss_cl: -0.2793 (-0.2788) time: 0.7449 data: 0.0002 max mem: 29860 [12:48:14.837908] Epoch: [311] [1320/2904] eta: 0:20:06 lr: 0.001721 loss: 0.1751 (0.1916) loss_rec_all: 0.2014 (0.2175) loss_rec_sfr: 0.2160 (0.2824) loss_cl: -0.2785 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [12:48:29.754137] Epoch: [311] [1340/2904] eta: 0:19:50 lr: 0.001721 loss: 0.1894 (0.1917) loss_rec_all: 0.2154 (0.2176) loss_rec_sfr: 0.2617 (0.2828) loss_cl: -0.2782 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [12:48:44.667830] Epoch: [311] [1360/2904] eta: 0:19:34 lr: 0.001720 loss: 0.1824 (0.1917) loss_rec_all: 0.2085 (0.2176) loss_rec_sfr: 0.2658 (0.2827) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [12:48:59.580510] Epoch: [311] [1380/2904] eta: 0:19:19 lr: 0.001720 loss: 0.1811 (0.1917) loss_rec_all: 0.2071 (0.2176) loss_rec_sfr: 0.2581 (0.2825) loss_cl: -0.2800 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [12:49:14.503852] Epoch: [311] [1400/2904] eta: 0:19:03 lr: 0.001720 loss: 0.1966 (0.1919) loss_rec_all: 0.2227 (0.2178) loss_rec_sfr: 0.2706 (0.2834) loss_cl: -0.2791 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [12:49:29.427915] Epoch: [311] [1420/2904] eta: 0:18:48 lr: 0.001720 loss: 0.1810 (0.1919) loss_rec_all: 0.2072 (0.2178) loss_rec_sfr: 0.2274 (0.2831) loss_cl: -0.2791 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [12:49:44.345510] Epoch: [311] [1440/2904] eta: 0:18:32 lr: 0.001720 loss: 0.1820 (0.1920) loss_rec_all: 0.2081 (0.2179) loss_rec_sfr: 0.2614 (0.2834) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [12:49:59.254618] Epoch: [311] [1460/2904] eta: 0:18:17 lr: 0.001720 loss: 0.1816 (0.1920) loss_rec_all: 0.2078 (0.2179) loss_rec_sfr: 0.2664 (0.2835) loss_cl: -0.2789 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [12:50:14.161304] Epoch: [311] [1480/2904] eta: 0:18:01 lr: 0.001720 loss: 0.1841 (0.1920) loss_rec_all: 0.2100 (0.2179) loss_rec_sfr: 0.2656 (0.2833) loss_cl: -0.2786 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [12:50:29.062920] Epoch: [311] [1500/2904] eta: 0:17:46 lr: 0.001720 loss: 0.1798 (0.1919) loss_rec_all: 0.2060 (0.2178) loss_rec_sfr: 0.2616 (0.2832) loss_cl: -0.2794 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [12:50:43.969374] Epoch: [311] [1520/2904] eta: 0:17:30 lr: 0.001720 loss: 0.1806 (0.1919) loss_rec_all: 0.2065 (0.2178) loss_rec_sfr: 0.2655 (0.2833) loss_cl: -0.2786 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [12:50:58.913763] Epoch: [311] [1540/2904] eta: 0:17:15 lr: 0.001720 loss: 0.1777 (0.1918) loss_rec_all: 0.2035 (0.2177) loss_rec_sfr: 0.2611 (0.2830) loss_cl: -0.2789 (-0.2788) time: 0.7472 data: 0.0002 max mem: 29860 [12:51:13.847267] Epoch: [311] [1560/2904] eta: 0:17:00 lr: 0.001720 loss: 0.1785 (0.1917) loss_rec_all: 0.2044 (0.2176) loss_rec_sfr: 0.2412 (0.2827) loss_cl: -0.2791 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [12:51:28.773384] Epoch: [311] [1580/2904] eta: 0:16:44 lr: 0.001720 loss: 0.1782 (0.1916) loss_rec_all: 0.2047 (0.2175) loss_rec_sfr: 0.2614 (0.2824) loss_cl: -0.2792 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [12:51:43.708751] Epoch: [311] [1600/2904] eta: 0:16:29 lr: 0.001720 loss: 0.1824 (0.1917) loss_rec_all: 0.2088 (0.2176) loss_rec_sfr: 0.2572 (0.2824) loss_cl: -0.2789 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [12:51:58.648576] Epoch: [311] [1620/2904] eta: 0:16:14 lr: 0.001720 loss: 0.1758 (0.1916) loss_rec_all: 0.2021 (0.2175) loss_rec_sfr: 0.2292 (0.2823) loss_cl: -0.2787 (-0.2788) time: 0.7469 data: 0.0002 max mem: 29860 [12:52:13.584957] Epoch: [311] [1640/2904] eta: 0:15:58 lr: 0.001720 loss: 0.1814 (0.1915) loss_rec_all: 0.2073 (0.2174) loss_rec_sfr: 0.2506 (0.2818) loss_cl: -0.2790 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [12:52:28.522688] Epoch: [311] [1660/2904] eta: 0:15:43 lr: 0.001720 loss: 0.1856 (0.1915) loss_rec_all: 0.2118 (0.2174) loss_rec_sfr: 0.2640 (0.2817) loss_cl: -0.2785 (-0.2788) time: 0.7468 data: 0.0003 max mem: 29860 [12:52:43.478513] Epoch: [311] [1680/2904] eta: 0:15:28 lr: 0.001720 loss: 0.1865 (0.1915) loss_rec_all: 0.2126 (0.2174) loss_rec_sfr: 0.2586 (0.2817) loss_cl: -0.2791 (-0.2788) time: 0.7477 data: 0.0002 max mem: 29860 [12:52:58.423101] Epoch: [311] [1700/2904] eta: 0:15:12 lr: 0.001720 loss: 0.1805 (0.1915) loss_rec_all: 0.2068 (0.2175) loss_rec_sfr: 0.2626 (0.2817) loss_cl: -0.2803 (-0.2788) time: 0.7472 data: 0.0002 max mem: 29860 [12:53:13.367758] Epoch: [311] [1720/2904] eta: 0:14:57 lr: 0.001720 loss: 0.1775 (0.1915) loss_rec_all: 0.2040 (0.2174) loss_rec_sfr: 0.2602 (0.2816) loss_cl: -0.2797 (-0.2788) time: 0.7472 data: 0.0002 max mem: 29860 [12:53:28.310662] Epoch: [311] [1740/2904] eta: 0:14:42 lr: 0.001720 loss: 0.1806 (0.1915) loss_rec_all: 0.2070 (0.2174) loss_rec_sfr: 0.2616 (0.2814) loss_cl: -0.2783 (-0.2788) time: 0.7471 data: 0.0002 max mem: 29860 [12:53:43.253682] Epoch: [311] [1760/2904] eta: 0:14:26 lr: 0.001720 loss: 0.1848 (0.1916) loss_rec_all: 0.2107 (0.2175) loss_rec_sfr: 0.2623 (0.2817) loss_cl: -0.2779 (-0.2788) time: 0.7471 data: 0.0003 max mem: 29860 [12:53:58.200142] Epoch: [311] [1780/2904] eta: 0:14:11 lr: 0.001720 loss: 0.1844 (0.1916) loss_rec_all: 0.2105 (0.2175) loss_rec_sfr: 0.2630 (0.2818) loss_cl: -0.2785 (-0.2788) time: 0.7473 data: 0.0003 max mem: 29860 [12:54:13.124801] Epoch: [311] [1800/2904] eta: 0:13:56 lr: 0.001720 loss: 0.1834 (0.1916) loss_rec_all: 0.2094 (0.2175) loss_rec_sfr: 0.2666 (0.2820) loss_cl: -0.2787 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [12:54:28.026771] Epoch: [311] [1820/2904] eta: 0:13:40 lr: 0.001720 loss: 0.1813 (0.1917) loss_rec_all: 0.2076 (0.2176) loss_rec_sfr: 0.2600 (0.2821) loss_cl: -0.2789 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [12:54:42.936274] Epoch: [311] [1840/2904] eta: 0:13:25 lr: 0.001720 loss: 0.1827 (0.1918) loss_rec_all: 0.2090 (0.2177) loss_rec_sfr: 0.2698 (0.2825) loss_cl: -0.2788 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [12:54:57.841308] Epoch: [311] [1860/2904] eta: 0:13:10 lr: 0.001720 loss: 0.1776 (0.1917) loss_rec_all: 0.2039 (0.2176) loss_rec_sfr: 0.2606 (0.2824) loss_cl: -0.2795 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [12:55:12.750619] Epoch: [311] [1880/2904] eta: 0:12:55 lr: 0.001720 loss: 0.1822 (0.1917) loss_rec_all: 0.2085 (0.2176) loss_rec_sfr: 0.2645 (0.2823) loss_cl: -0.2790 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [12:55:27.665842] Epoch: [311] [1900/2904] eta: 0:12:39 lr: 0.001720 loss: 0.1791 (0.1917) loss_rec_all: 0.2053 (0.2176) loss_rec_sfr: 0.2606 (0.2823) loss_cl: -0.2784 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [12:55:42.576575] Epoch: [311] [1920/2904] eta: 0:12:24 lr: 0.001720 loss: 0.1834 (0.1918) loss_rec_all: 0.2093 (0.2177) loss_rec_sfr: 0.2713 (0.2827) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [12:55:57.487328] Epoch: [311] [1940/2904] eta: 0:12:09 lr: 0.001720 loss: 0.1845 (0.1918) loss_rec_all: 0.2104 (0.2177) loss_rec_sfr: 0.2597 (0.2827) loss_cl: -0.2783 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [12:56:12.392711] Epoch: [311] [1960/2904] eta: 0:11:54 lr: 0.001720 loss: 0.1848 (0.1917) loss_rec_all: 0.2109 (0.2176) loss_rec_sfr: 0.2632 (0.2825) loss_cl: -0.2789 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [12:56:27.308332] Epoch: [311] [1980/2904] eta: 0:11:38 lr: 0.001720 loss: 0.1823 (0.1917) loss_rec_all: 0.2083 (0.2176) loss_rec_sfr: 0.2616 (0.2823) loss_cl: -0.2797 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [12:56:42.215224] Epoch: [311] [2000/2904] eta: 0:11:23 lr: 0.001719 loss: 0.1862 (0.1918) loss_rec_all: 0.2123 (0.2177) loss_rec_sfr: 0.2653 (0.2826) loss_cl: -0.2791 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [12:56:57.124144] Epoch: [311] [2020/2904] eta: 0:11:08 lr: 0.001719 loss: 0.1823 (0.1918) loss_rec_all: 0.2085 (0.2177) loss_rec_sfr: 0.2667 (0.2825) loss_cl: -0.2795 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [12:57:12.035506] Epoch: [311] [2040/2904] eta: 0:10:53 lr: 0.001719 loss: 0.1798 (0.1917) loss_rec_all: 0.2064 (0.2177) loss_rec_sfr: 0.2562 (0.2824) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [12:57:26.942443] Epoch: [311] [2060/2904] eta: 0:10:38 lr: 0.001719 loss: 0.1829 (0.1917) loss_rec_all: 0.2090 (0.2176) loss_rec_sfr: 0.2607 (0.2823) loss_cl: -0.2784 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [12:57:41.844720] Epoch: [311] [2080/2904] eta: 0:10:22 lr: 0.001719 loss: 0.1783 (0.1917) loss_rec_all: 0.2046 (0.2176) loss_rec_sfr: 0.2267 (0.2822) loss_cl: -0.2792 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [12:57:56.747212] Epoch: [311] [2100/2904] eta: 0:10:07 lr: 0.001719 loss: 0.1831 (0.1918) loss_rec_all: 0.2092 (0.2177) loss_rec_sfr: 0.2712 (0.2824) loss_cl: -0.2793 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [12:58:11.651318] Epoch: [311] [2120/2904] eta: 0:09:52 lr: 0.001719 loss: 0.1752 (0.1916) loss_rec_all: 0.2016 (0.2176) loss_rec_sfr: 0.2554 (0.2821) loss_cl: -0.2794 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [12:58:26.555446] Epoch: [311] [2140/2904] eta: 0:09:37 lr: 0.001719 loss: 0.1794 (0.1916) loss_rec_all: 0.2057 (0.2175) loss_rec_sfr: 0.2650 (0.2818) loss_cl: -0.2787 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [12:58:41.465187] Epoch: [311] [2160/2904] eta: 0:09:22 lr: 0.001719 loss: 0.1764 (0.1915) loss_rec_all: 0.2025 (0.2174) loss_rec_sfr: 0.2641 (0.2817) loss_cl: -0.2783 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [12:58:56.530923] Epoch: [311] [2180/2904] eta: 0:09:06 lr: 0.001719 loss: 0.1772 (0.1914) loss_rec_all: 0.2031 (0.2173) loss_rec_sfr: 0.2614 (0.2813) loss_cl: -0.2789 (-0.2788) time: 0.7532 data: 0.0002 max mem: 29860 [12:59:11.437781] Epoch: [311] [2200/2904] eta: 0:08:51 lr: 0.001719 loss: 0.1816 (0.1914) loss_rec_all: 0.2079 (0.2173) loss_rec_sfr: 0.2551 (0.2812) loss_cl: -0.2792 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [12:59:26.341640] Epoch: [311] [2220/2904] eta: 0:08:36 lr: 0.001719 loss: 0.1782 (0.1914) loss_rec_all: 0.2042 (0.2173) loss_rec_sfr: 0.2632 (0.2814) loss_cl: -0.2784 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [12:59:41.243413] Epoch: [311] [2240/2904] eta: 0:08:21 lr: 0.001719 loss: 0.1848 (0.1914) loss_rec_all: 0.2110 (0.2173) loss_rec_sfr: 0.2596 (0.2815) loss_cl: -0.2784 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [12:59:56.141971] Epoch: [311] [2260/2904] eta: 0:08:06 lr: 0.001719 loss: 0.1852 (0.1915) loss_rec_all: 0.2116 (0.2174) loss_rec_sfr: 0.2633 (0.2815) loss_cl: -0.2789 (-0.2788) time: 0.7449 data: 0.0002 max mem: 29860 [13:00:11.043816] Epoch: [311] [2280/2904] eta: 0:07:51 lr: 0.001719 loss: 0.1810 (0.1915) loss_rec_all: 0.2071 (0.2174) loss_rec_sfr: 0.2621 (0.2816) loss_cl: -0.2794 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [13:00:25.953175] Epoch: [311] [2300/2904] eta: 0:07:35 lr: 0.001719 loss: 0.1835 (0.1915) loss_rec_all: 0.2095 (0.2175) loss_rec_sfr: 0.2765 (0.2819) loss_cl: -0.2792 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [13:00:40.861841] Epoch: [311] [2320/2904] eta: 0:07:20 lr: 0.001719 loss: 0.1780 (0.1915) loss_rec_all: 0.2044 (0.2174) loss_rec_sfr: 0.2216 (0.2816) loss_cl: -0.2790 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [13:00:55.762173] Epoch: [311] [2340/2904] eta: 0:07:05 lr: 0.001719 loss: 0.1812 (0.1915) loss_rec_all: 0.2076 (0.2174) loss_rec_sfr: 0.2591 (0.2817) loss_cl: -0.2786 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [13:01:10.660332] Epoch: [311] [2360/2904] eta: 0:06:50 lr: 0.001719 loss: 0.1817 (0.1916) loss_rec_all: 0.2076 (0.2175) loss_rec_sfr: 0.2610 (0.2818) loss_cl: -0.2788 (-0.2788) time: 0.7449 data: 0.0002 max mem: 29860 [13:01:25.561648] Epoch: [311] [2380/2904] eta: 0:06:35 lr: 0.001719 loss: 0.1848 (0.1916) loss_rec_all: 0.2113 (0.2175) loss_rec_sfr: 0.2532 (0.2817) loss_cl: -0.2783 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [13:01:40.460085] Epoch: [311] [2400/2904] eta: 0:06:20 lr: 0.001719 loss: 0.1802 (0.1915) loss_rec_all: 0.2067 (0.2174) loss_rec_sfr: 0.2110 (0.2814) loss_cl: -0.2794 (-0.2788) time: 0.7449 data: 0.0002 max mem: 29860 [13:01:55.361324] Epoch: [311] [2420/2904] eta: 0:06:05 lr: 0.001719 loss: 0.1779 (0.1915) loss_rec_all: 0.2040 (0.2174) loss_rec_sfr: 0.2599 (0.2814) loss_cl: -0.2794 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [13:02:10.268157] Epoch: [311] [2440/2904] eta: 0:05:50 lr: 0.001719 loss: 0.1826 (0.1915) loss_rec_all: 0.2086 (0.2174) loss_rec_sfr: 0.2617 (0.2814) loss_cl: -0.2790 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [13:02:25.215087] Epoch: [311] [2460/2904] eta: 0:05:34 lr: 0.001719 loss: 0.1820 (0.1914) loss_rec_all: 0.2080 (0.2173) loss_rec_sfr: 0.2618 (0.2812) loss_cl: -0.2788 (-0.2788) time: 0.7473 data: 0.0003 max mem: 29860 [13:02:40.156557] Epoch: [311] [2480/2904] eta: 0:05:19 lr: 0.001719 loss: 0.1812 (0.1914) loss_rec_all: 0.2072 (0.2173) loss_rec_sfr: 0.2266 (0.2811) loss_cl: -0.2787 (-0.2788) time: 0.7470 data: 0.0003 max mem: 29860 [13:02:55.110845] Epoch: [311] [2500/2904] eta: 0:05:04 lr: 0.001719 loss: 0.1810 (0.1915) loss_rec_all: 0.2073 (0.2174) loss_rec_sfr: 0.2701 (0.2815) loss_cl: -0.2788 (-0.2788) time: 0.7477 data: 0.0003 max mem: 29860 [13:03:10.078706] Epoch: [311] [2520/2904] eta: 0:04:49 lr: 0.001719 loss: 0.1814 (0.1915) loss_rec_all: 0.2077 (0.2174) loss_rec_sfr: 0.2474 (0.2813) loss_cl: -0.2791 (-0.2788) time: 0.7483 data: 0.0003 max mem: 29860 [13:03:25.027562] Epoch: [311] [2540/2904] eta: 0:04:34 lr: 0.001719 loss: 0.1841 (0.1915) loss_rec_all: 0.2100 (0.2174) loss_rec_sfr: 0.2690 (0.2813) loss_cl: -0.2793 (-0.2788) time: 0.7474 data: 0.0002 max mem: 29860 [13:03:39.990215] Epoch: [311] [2560/2904] eta: 0:04:19 lr: 0.001719 loss: 0.1820 (0.1915) loss_rec_all: 0.2079 (0.2174) loss_rec_sfr: 0.2681 (0.2813) loss_cl: -0.2790 (-0.2788) time: 0.7481 data: 0.0003 max mem: 29860 [13:03:54.957244] Epoch: [311] [2580/2904] eta: 0:04:04 lr: 0.001719 loss: 0.1860 (0.1915) loss_rec_all: 0.2118 (0.2174) loss_rec_sfr: 0.2627 (0.2814) loss_cl: -0.2788 (-0.2788) time: 0.7483 data: 0.0003 max mem: 29860 [13:04:09.927686] Epoch: [311] [2600/2904] eta: 0:03:49 lr: 0.001719 loss: 0.1870 (0.1916) loss_rec_all: 0.2132 (0.2175) loss_rec_sfr: 0.2756 (0.2817) loss_cl: -0.2787 (-0.2788) time: 0.7485 data: 0.0002 max mem: 29860 [13:04:24.900744] Epoch: [311] [2620/2904] eta: 0:03:34 lr: 0.001719 loss: 0.1798 (0.1915) loss_rec_all: 0.2059 (0.2175) loss_rec_sfr: 0.2612 (0.2816) loss_cl: -0.2786 (-0.2788) time: 0.7486 data: 0.0003 max mem: 29860 [13:04:39.850492] Epoch: [311] [2640/2904] eta: 0:03:19 lr: 0.001719 loss: 0.1818 (0.1915) loss_rec_all: 0.2078 (0.2174) loss_rec_sfr: 0.2612 (0.2815) loss_cl: -0.2790 (-0.2788) time: 0.7474 data: 0.0002 max mem: 29860 [13:04:54.805483] Epoch: [311] [2660/2904] eta: 0:03:03 lr: 0.001718 loss: 0.1803 (0.1915) loss_rec_all: 0.2066 (0.2174) loss_rec_sfr: 0.2698 (0.2815) loss_cl: -0.2796 (-0.2788) time: 0.7477 data: 0.0002 max mem: 29860 [13:05:09.758417] Epoch: [311] [2680/2904] eta: 0:02:48 lr: 0.001718 loss: 0.1791 (0.1915) loss_rec_all: 0.2052 (0.2174) loss_rec_sfr: 0.2648 (0.2815) loss_cl: -0.2791 (-0.2788) time: 0.7476 data: 0.0002 max mem: 29860 [13:05:24.698876] Epoch: [311] [2700/2904] eta: 0:02:33 lr: 0.001718 loss: 0.1824 (0.1916) loss_rec_all: 0.2082 (0.2175) loss_rec_sfr: 0.2689 (0.2818) loss_cl: -0.2792 (-0.2788) time: 0.7470 data: 0.0003 max mem: 29860 [13:05:39.627559] Epoch: [311] [2720/2904] eta: 0:02:18 lr: 0.001718 loss: 0.1807 (0.1916) loss_rec_all: 0.2072 (0.2175) loss_rec_sfr: 0.2631 (0.2818) loss_cl: -0.2793 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [13:05:54.532567] Epoch: [311] [2740/2904] eta: 0:02:03 lr: 0.001718 loss: 0.1842 (0.1916) loss_rec_all: 0.2102 (0.2175) loss_rec_sfr: 0.2575 (0.2819) loss_cl: -0.2791 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [13:06:09.440340] Epoch: [311] [2760/2904] eta: 0:01:48 lr: 0.001718 loss: 0.1784 (0.1916) loss_rec_all: 0.2047 (0.2175) loss_rec_sfr: 0.2542 (0.2816) loss_cl: -0.2786 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [13:06:24.343241] Epoch: [311] [2780/2904] eta: 0:01:33 lr: 0.001718 loss: 0.1779 (0.1915) loss_rec_all: 0.2037 (0.2174) loss_rec_sfr: 0.2656 (0.2815) loss_cl: -0.2786 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [13:06:39.244640] Epoch: [311] [2800/2904] eta: 0:01:18 lr: 0.001718 loss: 0.1816 (0.1915) loss_rec_all: 0.2079 (0.2174) loss_rec_sfr: 0.2498 (0.2816) loss_cl: -0.2789 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [13:06:54.144716] Epoch: [311] [2820/2904] eta: 0:01:03 lr: 0.001718 loss: 0.1758 (0.1915) loss_rec_all: 0.2024 (0.2174) loss_rec_sfr: 0.2635 (0.2815) loss_cl: -0.2793 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [13:07:09.083175] Epoch: [311] [2840/2904] eta: 0:00:48 lr: 0.001718 loss: 0.1760 (0.1914) loss_rec_all: 0.2022 (0.2174) loss_rec_sfr: 0.2544 (0.2813) loss_cl: -0.2794 (-0.2788) time: 0.7469 data: 0.0024 max mem: 29860 [13:07:23.966400] Epoch: [311] [2860/2904] eta: 0:00:33 lr: 0.001718 loss: 0.1813 (0.1914) loss_rec_all: 0.2075 (0.2174) loss_rec_sfr: 0.2460 (0.2812) loss_cl: -0.2792 (-0.2788) time: 0.7441 data: 0.0001 max mem: 29860 [13:07:38.851806] Epoch: [311] [2880/2904] eta: 0:00:18 lr: 0.001718 loss: 0.1836 (0.1914) loss_rec_all: 0.2095 (0.2174) loss_rec_sfr: 0.2677 (0.2812) loss_cl: -0.2787 (-0.2788) time: 0.7442 data: 0.0001 max mem: 29860 [13:07:53.733682] Epoch: [311] [2900/2904] eta: 0:00:03 lr: 0.001718 loss: 0.1849 (0.1914) loss_rec_all: 0.2108 (0.2174) loss_rec_sfr: 0.2644 (0.2812) loss_cl: -0.2781 (-0.2788) time: 0.7441 data: 0.0001 max mem: 29860 [13:07:55.971305] Epoch: [311] [2903/2904] eta: 0:00:00 lr: 0.001718 loss: 0.1845 (0.1914) loss_rec_all: 0.2106 (0.2173) loss_rec_sfr: 0.2624 (0.2812) loss_cl: -0.2781 (-0.2788) time: 0.7439 data: 0.0001 max mem: 29860 [13:07:58.076563] Epoch: [311] Total time: 0:36:29 (0.7539 s / it) [13:07:58.087902] Averaged stats: lr: 0.001718 loss: 0.1845 (0.1936) loss_rec_all: 0.2106 (0.2172) loss_rec_sfr: 0.2624 (0.2813) loss_cl: -0.2781 (-0.2556) [13:07:58.093065] log_dir: ./checkpoint/VF2_ViT-B [13:08:14.097978] Epoch: [312] [ 0/2904] eta: 12:54:36 lr: 0.001718 loss: 0.1734 (0.1734) loss_rec_all: 0.1996 (0.1996) loss_rec_sfr: 0.2157 (0.2157) loss_cl: -0.2775 (-0.2775) time: 16.0042 data: 15.2666 max mem: 29860 [13:08:30.548504] Epoch: [312] [ 20/2904] eta: 1:14:16 lr: 0.001718 loss: 0.1792 (0.1916) loss_rec_all: 0.2054 (0.2174) loss_rec_sfr: 0.2637 (0.2948) loss_cl: -0.2791 (-0.2786) time: 0.8225 data: 0.0002 max mem: 29860 [13:08:45.429260] Epoch: [312] [ 40/2904] eta: 0:55:06 lr: 0.001718 loss: 0.1770 (0.1869) loss_rec_all: 0.2032 (0.2128) loss_rec_sfr: 0.2593 (0.2730) loss_cl: -0.2794 (-0.2790) time: 0.7440 data: 0.0002 max mem: 29860 [13:09:00.308214] Epoch: [312] [ 60/2904] eta: 0:48:20 lr: 0.001718 loss: 0.1798 (0.1890) loss_rec_all: 0.2059 (0.2150) loss_rec_sfr: 0.2679 (0.2774) loss_cl: -0.2801 (-0.2792) time: 0.7439 data: 0.0002 max mem: 29860 [13:09:15.198561] Epoch: [312] [ 80/2904] eta: 0:44:48 lr: 0.001718 loss: 0.1809 (0.1902) loss_rec_all: 0.2073 (0.2162) loss_rec_sfr: 0.2566 (0.2817) loss_cl: -0.2789 (-0.2791) time: 0.7445 data: 0.0002 max mem: 29860 [13:09:30.123584] Epoch: [312] [ 100/2904] eta: 0:42:34 lr: 0.001718 loss: 0.1770 (0.1890) loss_rec_all: 0.2036 (0.2150) loss_rec_sfr: 0.2556 (0.2778) loss_cl: -0.2787 (-0.2790) time: 0.7462 data: 0.0002 max mem: 29860 [13:09:45.027087] Epoch: [312] [ 120/2904] eta: 0:41:00 lr: 0.001718 loss: 0.1842 (0.1897) loss_rec_all: 0.2102 (0.2157) loss_rec_sfr: 0.2588 (0.2798) loss_cl: -0.2788 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [13:09:59.931241] Epoch: [312] [ 140/2904] eta: 0:39:48 lr: 0.001718 loss: 0.1825 (0.1888) loss_rec_all: 0.2085 (0.2148) loss_rec_sfr: 0.2652 (0.2775) loss_cl: -0.2789 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [13:10:14.865938] Epoch: [312] [ 160/2904] eta: 0:38:50 lr: 0.001718 loss: 0.1797 (0.1893) loss_rec_all: 0.2056 (0.2152) loss_rec_sfr: 0.2694 (0.2799) loss_cl: -0.2787 (-0.2789) time: 0.7467 data: 0.0002 max mem: 29860 [13:10:29.780697] Epoch: [312] [ 180/2904] eta: 0:38:02 lr: 0.001718 loss: 0.1819 (0.1891) loss_rec_all: 0.2078 (0.2151) loss_rec_sfr: 0.2618 (0.2785) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [13:10:44.868348] Epoch: [312] [ 200/2904] eta: 0:37:23 lr: 0.001718 loss: 0.1802 (0.1893) loss_rec_all: 0.2065 (0.2152) loss_rec_sfr: 0.2595 (0.2789) loss_cl: -0.2791 (-0.2789) time: 0.7543 data: 0.0002 max mem: 29860 [13:10:59.773979] Epoch: [312] [ 220/2904] eta: 0:36:46 lr: 0.001718 loss: 0.1806 (0.1897) loss_rec_all: 0.2067 (0.2157) loss_rec_sfr: 0.2652 (0.2801) loss_cl: -0.2788 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [13:11:14.677534] Epoch: [312] [ 240/2904] eta: 0:36:12 lr: 0.001718 loss: 0.1810 (0.1897) loss_rec_all: 0.2071 (0.2157) loss_rec_sfr: 0.2605 (0.2796) loss_cl: -0.2793 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [13:11:29.583228] Epoch: [312] [ 260/2904] eta: 0:35:42 lr: 0.001718 loss: 0.1832 (0.1900) loss_rec_all: 0.2091 (0.2160) loss_rec_sfr: 0.2661 (0.2802) loss_cl: -0.2795 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [13:11:44.505671] Epoch: [312] [ 280/2904] eta: 0:35:14 lr: 0.001718 loss: 0.1767 (0.1897) loss_rec_all: 0.2034 (0.2156) loss_rec_sfr: 0.2671 (0.2793) loss_cl: -0.2792 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [13:11:59.416434] Epoch: [312] [ 300/2904] eta: 0:34:47 lr: 0.001718 loss: 0.1787 (0.1898) loss_rec_all: 0.2050 (0.2157) loss_rec_sfr: 0.2648 (0.2796) loss_cl: -0.2784 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [13:12:14.334071] Epoch: [312] [ 320/2904] eta: 0:34:22 lr: 0.001718 loss: 0.1817 (0.1896) loss_rec_all: 0.2075 (0.2156) loss_rec_sfr: 0.2536 (0.2788) loss_cl: -0.2788 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [13:12:29.238852] Epoch: [312] [ 340/2904] eta: 0:33:58 lr: 0.001718 loss: 0.1797 (0.1896) loss_rec_all: 0.2061 (0.2156) loss_rec_sfr: 0.2515 (0.2784) loss_cl: -0.2788 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [13:12:44.144605] Epoch: [312] [ 360/2904] eta: 0:33:35 lr: 0.001718 loss: 0.1802 (0.1896) loss_rec_all: 0.2063 (0.2155) loss_rec_sfr: 0.2597 (0.2776) loss_cl: -0.2790 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [13:12:59.049689] Epoch: [312] [ 380/2904] eta: 0:33:13 lr: 0.001718 loss: 0.1787 (0.1894) loss_rec_all: 0.2048 (0.2153) loss_rec_sfr: 0.2629 (0.2770) loss_cl: -0.2801 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [13:13:13.961953] Epoch: [312] [ 400/2904] eta: 0:32:52 lr: 0.001717 loss: 0.1771 (0.1892) loss_rec_all: 0.2036 (0.2151) loss_rec_sfr: 0.2249 (0.2759) loss_cl: -0.2789 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [13:13:28.871110] Epoch: [312] [ 420/2904] eta: 0:32:31 lr: 0.001717 loss: 0.1790 (0.1890) loss_rec_all: 0.2049 (0.2149) loss_rec_sfr: 0.2612 (0.2757) loss_cl: -0.2783 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [13:13:43.772817] Epoch: [312] [ 440/2904] eta: 0:32:11 lr: 0.001717 loss: 0.1803 (0.1890) loss_rec_all: 0.2065 (0.2150) loss_rec_sfr: 0.2685 (0.2761) loss_cl: -0.2782 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [13:13:58.674281] Epoch: [312] [ 460/2904] eta: 0:31:51 lr: 0.001717 loss: 0.1783 (0.1888) loss_rec_all: 0.2044 (0.2147) loss_rec_sfr: 0.2604 (0.2757) loss_cl: -0.2796 (-0.2789) time: 0.7450 data: 0.0002 max mem: 29860 [13:14:13.575118] Epoch: [312] [ 480/2904] eta: 0:31:32 lr: 0.001717 loss: 0.1822 (0.1890) loss_rec_all: 0.2081 (0.2149) loss_rec_sfr: 0.2622 (0.2764) loss_cl: -0.2793 (-0.2789) time: 0.7450 data: 0.0002 max mem: 29860 [13:14:28.483832] Epoch: [312] [ 500/2904] eta: 0:31:13 lr: 0.001717 loss: 0.1806 (0.1889) loss_rec_all: 0.2069 (0.2149) loss_rec_sfr: 0.2641 (0.2763) loss_cl: -0.2795 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [13:14:43.391039] Epoch: [312] [ 520/2904] eta: 0:30:54 lr: 0.001717 loss: 0.1790 (0.1888) loss_rec_all: 0.2053 (0.2148) loss_rec_sfr: 0.2582 (0.2761) loss_cl: -0.2781 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [13:14:58.291973] Epoch: [312] [ 540/2904] eta: 0:30:36 lr: 0.001717 loss: 0.1776 (0.1892) loss_rec_all: 0.2036 (0.2151) loss_rec_sfr: 0.2621 (0.2773) loss_cl: -0.2783 (-0.2789) time: 0.7450 data: 0.0002 max mem: 29860 [13:15:13.200890] Epoch: [312] [ 560/2904] eta: 0:30:17 lr: 0.001717 loss: 0.1794 (0.1890) loss_rec_all: 0.2057 (0.2149) loss_rec_sfr: 0.2216 (0.2760) loss_cl: -0.2790 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [13:15:28.113467] Epoch: [312] [ 580/2904] eta: 0:29:59 lr: 0.001717 loss: 0.1808 (0.1890) loss_rec_all: 0.2065 (0.2150) loss_rec_sfr: 0.2583 (0.2762) loss_cl: -0.2792 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [13:15:43.016469] Epoch: [312] [ 600/2904] eta: 0:29:42 lr: 0.001717 loss: 0.1817 (0.1889) loss_rec_all: 0.2078 (0.2149) loss_rec_sfr: 0.2617 (0.2757) loss_cl: -0.2789 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [13:15:57.916791] Epoch: [312] [ 620/2904] eta: 0:29:24 lr: 0.001717 loss: 0.1791 (0.1889) loss_rec_all: 0.2056 (0.2148) loss_rec_sfr: 0.2673 (0.2756) loss_cl: -0.2793 (-0.2789) time: 0.7450 data: 0.0002 max mem: 29860 [13:16:12.813008] Epoch: [312] [ 640/2904] eta: 0:29:07 lr: 0.001717 loss: 0.1862 (0.1892) loss_rec_all: 0.2121 (0.2152) loss_rec_sfr: 0.2650 (0.2768) loss_cl: -0.2787 (-0.2788) time: 0.7448 data: 0.0002 max mem: 29860 [13:16:27.711991] Epoch: [312] [ 660/2904] eta: 0:28:49 lr: 0.001717 loss: 0.1781 (0.1891) loss_rec_all: 0.2043 (0.2151) loss_rec_sfr: 0.2589 (0.2766) loss_cl: -0.2788 (-0.2788) time: 0.7449 data: 0.0002 max mem: 29860 [13:16:42.609537] Epoch: [312] [ 680/2904] eta: 0:28:32 lr: 0.001717 loss: 0.1822 (0.1892) loss_rec_all: 0.2085 (0.2152) loss_rec_sfr: 0.2574 (0.2765) loss_cl: -0.2801 (-0.2789) time: 0.7448 data: 0.0002 max mem: 29860 [13:16:57.517548] Epoch: [312] [ 700/2904] eta: 0:28:15 lr: 0.001717 loss: 0.1823 (0.1893) loss_rec_all: 0.2083 (0.2153) loss_rec_sfr: 0.2595 (0.2768) loss_cl: -0.2786 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [13:17:12.425869] Epoch: [312] [ 720/2904] eta: 0:27:59 lr: 0.001717 loss: 0.1794 (0.1893) loss_rec_all: 0.2059 (0.2152) loss_rec_sfr: 0.2501 (0.2766) loss_cl: -0.2789 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [13:17:27.335269] Epoch: [312] [ 740/2904] eta: 0:27:42 lr: 0.001717 loss: 0.1829 (0.1894) loss_rec_all: 0.2090 (0.2154) loss_rec_sfr: 0.2647 (0.2772) loss_cl: -0.2790 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [13:17:42.246395] Epoch: [312] [ 760/2904] eta: 0:27:25 lr: 0.001717 loss: 0.1775 (0.1894) loss_rec_all: 0.2038 (0.2153) loss_rec_sfr: 0.2592 (0.2771) loss_cl: -0.2795 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [13:17:57.156174] Epoch: [312] [ 780/2904] eta: 0:27:09 lr: 0.001717 loss: 0.1782 (0.1892) loss_rec_all: 0.2045 (0.2152) loss_rec_sfr: 0.2535 (0.2767) loss_cl: -0.2789 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [13:18:12.062008] Epoch: [312] [ 800/2904] eta: 0:26:52 lr: 0.001717 loss: 0.1808 (0.1892) loss_rec_all: 0.2069 (0.2152) loss_rec_sfr: 0.2610 (0.2764) loss_cl: -0.2783 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [13:18:26.964631] Epoch: [312] [ 820/2904] eta: 0:26:36 lr: 0.001717 loss: 0.1779 (0.1892) loss_rec_all: 0.2040 (0.2151) loss_rec_sfr: 0.2607 (0.2762) loss_cl: -0.2786 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [13:18:41.870369] Epoch: [312] [ 840/2904] eta: 0:26:19 lr: 0.001717 loss: 0.1848 (0.1894) loss_rec_all: 0.2108 (0.2153) loss_rec_sfr: 0.2635 (0.2770) loss_cl: -0.2785 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [13:18:56.925293] Epoch: [312] [ 860/2904] eta: 0:26:03 lr: 0.001717 loss: 0.1797 (0.1895) loss_rec_all: 0.2061 (0.2155) loss_rec_sfr: 0.2625 (0.2776) loss_cl: -0.2791 (-0.2788) time: 0.7527 data: 0.0002 max mem: 29860 [13:19:11.840514] Epoch: [312] [ 880/2904] eta: 0:25:47 lr: 0.001717 loss: 0.1778 (0.1894) loss_rec_all: 0.2039 (0.2153) loss_rec_sfr: 0.2641 (0.2772) loss_cl: -0.2801 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [13:19:26.750128] Epoch: [312] [ 900/2904] eta: 0:25:31 lr: 0.001717 loss: 0.1802 (0.1896) loss_rec_all: 0.2065 (0.2155) loss_rec_sfr: 0.2631 (0.2776) loss_cl: -0.2789 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [13:19:41.655082] Epoch: [312] [ 920/2904] eta: 0:25:15 lr: 0.001717 loss: 0.1810 (0.1896) loss_rec_all: 0.2068 (0.2155) loss_rec_sfr: 0.2661 (0.2777) loss_cl: -0.2785 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [13:19:56.564443] Epoch: [312] [ 940/2904] eta: 0:24:59 lr: 0.001717 loss: 0.1818 (0.1896) loss_rec_all: 0.2078 (0.2156) loss_rec_sfr: 0.2613 (0.2776) loss_cl: -0.2782 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [13:20:11.475429] Epoch: [312] [ 960/2904] eta: 0:24:43 lr: 0.001717 loss: 0.1777 (0.1895) loss_rec_all: 0.2043 (0.2154) loss_rec_sfr: 0.2522 (0.2770) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [13:20:26.384492] Epoch: [312] [ 980/2904] eta: 0:24:27 lr: 0.001717 loss: 0.1787 (0.1895) loss_rec_all: 0.2050 (0.2154) loss_rec_sfr: 0.2676 (0.2771) loss_cl: -0.2785 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [13:20:41.287991] Epoch: [312] [1000/2904] eta: 0:24:11 lr: 0.001717 loss: 0.1793 (0.1894) loss_rec_all: 0.2056 (0.2153) loss_rec_sfr: 0.2585 (0.2768) loss_cl: -0.2800 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [13:20:56.188313] Epoch: [312] [1020/2904] eta: 0:23:55 lr: 0.001717 loss: 0.1776 (0.1894) loss_rec_all: 0.2037 (0.2153) loss_rec_sfr: 0.2535 (0.2766) loss_cl: -0.2788 (-0.2789) time: 0.7450 data: 0.0002 max mem: 29860 [13:21:11.095674] Epoch: [312] [1040/2904] eta: 0:23:39 lr: 0.001717 loss: 0.1782 (0.1894) loss_rec_all: 0.2042 (0.2153) loss_rec_sfr: 0.2628 (0.2764) loss_cl: -0.2795 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [13:21:26.001285] Epoch: [312] [1060/2904] eta: 0:23:24 lr: 0.001716 loss: 0.1809 (0.1896) loss_rec_all: 0.2076 (0.2156) loss_rec_sfr: 0.2695 (0.2772) loss_cl: -0.2784 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [13:21:40.909461] Epoch: [312] [1080/2904] eta: 0:23:08 lr: 0.001716 loss: 0.1778 (0.1896) loss_rec_all: 0.2037 (0.2155) loss_rec_sfr: 0.2650 (0.2772) loss_cl: -0.2786 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [13:21:55.812136] Epoch: [312] [1100/2904] eta: 0:22:52 lr: 0.001716 loss: 0.1780 (0.1895) loss_rec_all: 0.2041 (0.2154) loss_rec_sfr: 0.2559 (0.2769) loss_cl: -0.2791 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [13:22:10.716104] Epoch: [312] [1120/2904] eta: 0:22:36 lr: 0.001716 loss: 0.1800 (0.1895) loss_rec_all: 0.2062 (0.2155) loss_rec_sfr: 0.2662 (0.2772) loss_cl: -0.2794 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [13:22:25.614722] Epoch: [312] [1140/2904] eta: 0:22:21 lr: 0.001716 loss: 0.1802 (0.1896) loss_rec_all: 0.2065 (0.2156) loss_rec_sfr: 0.2689 (0.2777) loss_cl: -0.2792 (-0.2789) time: 0.7449 data: 0.0002 max mem: 29860 [13:22:40.512937] Epoch: [312] [1160/2904] eta: 0:22:05 lr: 0.001716 loss: 0.1835 (0.1898) loss_rec_all: 0.2095 (0.2157) loss_rec_sfr: 0.2666 (0.2781) loss_cl: -0.2792 (-0.2789) time: 0.7449 data: 0.0002 max mem: 29860 [13:22:55.420068] Epoch: [312] [1180/2904] eta: 0:21:49 lr: 0.001716 loss: 0.1771 (0.1896) loss_rec_all: 0.2032 (0.2156) loss_rec_sfr: 0.2613 (0.2779) loss_cl: -0.2781 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [13:23:10.319361] Epoch: [312] [1200/2904] eta: 0:21:34 lr: 0.001716 loss: 0.1788 (0.1895) loss_rec_all: 0.2049 (0.2154) loss_rec_sfr: 0.2564 (0.2772) loss_cl: -0.2778 (-0.2788) time: 0.7449 data: 0.0002 max mem: 29860 [13:23:25.222960] Epoch: [312] [1220/2904] eta: 0:21:18 lr: 0.001716 loss: 0.1812 (0.1896) loss_rec_all: 0.2070 (0.2155) loss_rec_sfr: 0.2642 (0.2776) loss_cl: -0.2788 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [13:23:40.132187] Epoch: [312] [1240/2904] eta: 0:21:03 lr: 0.001716 loss: 0.1779 (0.1895) loss_rec_all: 0.2039 (0.2155) loss_rec_sfr: 0.2470 (0.2773) loss_cl: -0.2797 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [13:23:55.037927] Epoch: [312] [1260/2904] eta: 0:20:47 lr: 0.001716 loss: 0.1817 (0.1897) loss_rec_all: 0.2078 (0.2157) loss_rec_sfr: 0.2687 (0.2781) loss_cl: -0.2798 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [13:24:09.943220] Epoch: [312] [1280/2904] eta: 0:20:32 lr: 0.001716 loss: 0.1833 (0.1897) loss_rec_all: 0.2094 (0.2156) loss_rec_sfr: 0.2251 (0.2777) loss_cl: -0.2784 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [13:24:24.846123] Epoch: [312] [1300/2904] eta: 0:20:16 lr: 0.001716 loss: 0.1789 (0.1896) loss_rec_all: 0.2048 (0.2156) loss_rec_sfr: 0.2662 (0.2778) loss_cl: -0.2784 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [13:24:39.749272] Epoch: [312] [1320/2904] eta: 0:20:01 lr: 0.001716 loss: 0.1804 (0.1896) loss_rec_all: 0.2064 (0.2156) loss_rec_sfr: 0.2617 (0.2775) loss_cl: -0.2786 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [13:24:54.651599] Epoch: [312] [1340/2904] eta: 0:19:45 lr: 0.001716 loss: 0.1776 (0.1895) loss_rec_all: 0.2036 (0.2155) loss_rec_sfr: 0.2611 (0.2773) loss_cl: -0.2793 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [13:25:09.563236] Epoch: [312] [1360/2904] eta: 0:19:30 lr: 0.001716 loss: 0.1813 (0.1897) loss_rec_all: 0.2080 (0.2157) loss_rec_sfr: 0.2605 (0.2777) loss_cl: -0.2800 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [13:25:24.466838] Epoch: [312] [1380/2904] eta: 0:19:14 lr: 0.001716 loss: 0.1812 (0.1898) loss_rec_all: 0.2071 (0.2158) loss_rec_sfr: 0.2549 (0.2779) loss_cl: -0.2793 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [13:25:39.367273] Epoch: [312] [1400/2904] eta: 0:18:59 lr: 0.001716 loss: 0.1817 (0.1899) loss_rec_all: 0.2076 (0.2158) loss_rec_sfr: 0.2700 (0.2782) loss_cl: -0.2781 (-0.2789) time: 0.7450 data: 0.0002 max mem: 29860 [13:25:54.270880] Epoch: [312] [1420/2904] eta: 0:18:43 lr: 0.001716 loss: 0.1818 (0.1899) loss_rec_all: 0.2080 (0.2158) loss_rec_sfr: 0.2611 (0.2783) loss_cl: -0.2785 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [13:26:09.176783] Epoch: [312] [1440/2904] eta: 0:18:28 lr: 0.001716 loss: 0.1792 (0.1900) loss_rec_all: 0.2050 (0.2159) loss_rec_sfr: 0.2714 (0.2787) loss_cl: -0.2791 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [13:26:24.076242] Epoch: [312] [1460/2904] eta: 0:18:13 lr: 0.001716 loss: 0.1861 (0.1902) loss_rec_all: 0.2123 (0.2161) loss_rec_sfr: 0.2600 (0.2791) loss_cl: -0.2793 (-0.2789) time: 0.7449 data: 0.0002 max mem: 29860 [13:26:38.979932] Epoch: [312] [1480/2904] eta: 0:17:57 lr: 0.001716 loss: 0.1841 (0.1901) loss_rec_all: 0.2101 (0.2161) loss_rec_sfr: 0.2543 (0.2789) loss_cl: -0.2787 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [13:26:53.894141] Epoch: [312] [1500/2904] eta: 0:17:42 lr: 0.001716 loss: 0.1810 (0.1901) loss_rec_all: 0.2074 (0.2161) loss_rec_sfr: 0.2315 (0.2788) loss_cl: -0.2791 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [13:27:08.797231] Epoch: [312] [1520/2904] eta: 0:17:26 lr: 0.001716 loss: 0.1774 (0.1901) loss_rec_all: 0.2038 (0.2160) loss_rec_sfr: 0.2684 (0.2788) loss_cl: -0.2786 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [13:27:23.708762] Epoch: [312] [1540/2904] eta: 0:17:11 lr: 0.001716 loss: 0.1857 (0.1902) loss_rec_all: 0.2118 (0.2162) loss_rec_sfr: 0.2718 (0.2793) loss_cl: -0.2780 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [13:27:38.622294] Epoch: [312] [1560/2904] eta: 0:16:56 lr: 0.001716 loss: 0.1822 (0.1903) loss_rec_all: 0.2083 (0.2162) loss_rec_sfr: 0.2664 (0.2795) loss_cl: -0.2779 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [13:27:53.539899] Epoch: [312] [1580/2904] eta: 0:16:41 lr: 0.001716 loss: 0.1804 (0.1903) loss_rec_all: 0.2065 (0.2162) loss_rec_sfr: 0.2588 (0.2795) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [13:28:08.448738] Epoch: [312] [1600/2904] eta: 0:16:25 lr: 0.001716 loss: 0.1798 (0.1903) loss_rec_all: 0.2058 (0.2162) loss_rec_sfr: 0.2253 (0.2795) loss_cl: -0.2795 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [13:28:23.355656] Epoch: [312] [1620/2904] eta: 0:16:10 lr: 0.001716 loss: 0.1790 (0.1902) loss_rec_all: 0.2051 (0.2162) loss_rec_sfr: 0.2564 (0.2792) loss_cl: -0.2801 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [13:28:38.257420] Epoch: [312] [1640/2904] eta: 0:15:55 lr: 0.001716 loss: 0.1826 (0.1903) loss_rec_all: 0.2085 (0.2162) loss_rec_sfr: 0.2743 (0.2796) loss_cl: -0.2789 (-0.2789) time: 0.7450 data: 0.0002 max mem: 29860 [13:28:53.166784] Epoch: [312] [1660/2904] eta: 0:15:39 lr: 0.001716 loss: 0.1798 (0.1903) loss_rec_all: 0.2058 (0.2162) loss_rec_sfr: 0.2560 (0.2794) loss_cl: -0.2779 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [13:29:08.071313] Epoch: [312] [1680/2904] eta: 0:15:24 lr: 0.001716 loss: 0.1782 (0.1903) loss_rec_all: 0.2044 (0.2162) loss_rec_sfr: 0.2551 (0.2794) loss_cl: -0.2788 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [13:29:22.980008] Epoch: [312] [1700/2904] eta: 0:15:09 lr: 0.001715 loss: 0.1815 (0.1903) loss_rec_all: 0.2077 (0.2163) loss_rec_sfr: 0.2647 (0.2796) loss_cl: -0.2794 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [13:29:37.891460] Epoch: [312] [1720/2904] eta: 0:14:54 lr: 0.001715 loss: 0.1780 (0.1903) loss_rec_all: 0.2046 (0.2162) loss_rec_sfr: 0.2257 (0.2794) loss_cl: -0.2794 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [13:29:52.797249] Epoch: [312] [1740/2904] eta: 0:14:38 lr: 0.001715 loss: 0.1801 (0.1902) loss_rec_all: 0.2062 (0.2161) loss_rec_sfr: 0.2285 (0.2790) loss_cl: -0.2780 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [13:30:07.704827] Epoch: [312] [1760/2904] eta: 0:14:23 lr: 0.001715 loss: 0.1775 (0.1901) loss_rec_all: 0.2039 (0.2160) loss_rec_sfr: 0.2523 (0.2786) loss_cl: -0.2790 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [13:30:22.606997] Epoch: [312] [1780/2904] eta: 0:14:08 lr: 0.001715 loss: 0.1810 (0.1901) loss_rec_all: 0.2071 (0.2160) loss_rec_sfr: 0.2664 (0.2785) loss_cl: -0.2793 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [13:30:37.515407] Epoch: [312] [1800/2904] eta: 0:13:53 lr: 0.001715 loss: 0.1799 (0.1901) loss_rec_all: 0.2060 (0.2160) loss_rec_sfr: 0.2590 (0.2785) loss_cl: -0.2792 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [13:30:52.422801] Epoch: [312] [1820/2904] eta: 0:13:38 lr: 0.001715 loss: 0.1808 (0.1901) loss_rec_all: 0.2070 (0.2160) loss_rec_sfr: 0.2692 (0.2787) loss_cl: -0.2797 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [13:31:07.331578] Epoch: [312] [1840/2904] eta: 0:13:22 lr: 0.001715 loss: 0.1791 (0.1901) loss_rec_all: 0.2057 (0.2160) loss_rec_sfr: 0.2548 (0.2786) loss_cl: -0.2781 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [13:31:22.231503] Epoch: [312] [1860/2904] eta: 0:13:07 lr: 0.001715 loss: 0.1825 (0.1902) loss_rec_all: 0.2086 (0.2161) loss_rec_sfr: 0.2662 (0.2789) loss_cl: -0.2779 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [13:31:37.135613] Epoch: [312] [1880/2904] eta: 0:12:52 lr: 0.001715 loss: 0.1790 (0.1902) loss_rec_all: 0.2051 (0.2161) loss_rec_sfr: 0.2690 (0.2789) loss_cl: -0.2790 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [13:31:52.041518] Epoch: [312] [1900/2904] eta: 0:12:37 lr: 0.001715 loss: 0.1794 (0.1901) loss_rec_all: 0.2053 (0.2161) loss_rec_sfr: 0.2280 (0.2787) loss_cl: -0.2791 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [13:32:06.950450] Epoch: [312] [1920/2904] eta: 0:12:22 lr: 0.001715 loss: 0.1812 (0.1902) loss_rec_all: 0.2072 (0.2162) loss_rec_sfr: 0.2779 (0.2793) loss_cl: -0.2791 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [13:32:21.857431] Epoch: [312] [1940/2904] eta: 0:12:06 lr: 0.001715 loss: 0.1784 (0.1903) loss_rec_all: 0.2048 (0.2162) loss_rec_sfr: 0.2649 (0.2794) loss_cl: -0.2793 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [13:32:36.766001] Epoch: [312] [1960/2904] eta: 0:11:51 lr: 0.001715 loss: 0.1779 (0.1903) loss_rec_all: 0.2038 (0.2162) loss_rec_sfr: 0.2594 (0.2794) loss_cl: -0.2785 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [13:32:51.678263] Epoch: [312] [1980/2904] eta: 0:11:36 lr: 0.001715 loss: 0.1830 (0.1903) loss_rec_all: 0.2091 (0.2163) loss_rec_sfr: 0.2651 (0.2795) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [13:33:06.586957] Epoch: [312] [2000/2904] eta: 0:11:21 lr: 0.001715 loss: 0.1863 (0.1903) loss_rec_all: 0.2125 (0.2163) loss_rec_sfr: 0.2614 (0.2795) loss_cl: -0.2795 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [13:33:21.507179] Epoch: [312] [2020/2904] eta: 0:11:06 lr: 0.001715 loss: 0.1837 (0.1903) loss_rec_all: 0.2097 (0.2162) loss_rec_sfr: 0.2516 (0.2793) loss_cl: -0.2791 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [13:33:36.417530] Epoch: [312] [2040/2904] eta: 0:10:51 lr: 0.001715 loss: 0.1815 (0.1903) loss_rec_all: 0.2075 (0.2162) loss_rec_sfr: 0.2674 (0.2792) loss_cl: -0.2794 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [13:33:51.324340] Epoch: [312] [2060/2904] eta: 0:10:36 lr: 0.001715 loss: 0.1805 (0.1903) loss_rec_all: 0.2069 (0.2163) loss_rec_sfr: 0.2564 (0.2793) loss_cl: -0.2782 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [13:34:06.234294] Epoch: [312] [2080/2904] eta: 0:10:20 lr: 0.001715 loss: 0.1772 (0.1902) loss_rec_all: 0.2035 (0.2162) loss_rec_sfr: 0.2223 (0.2789) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [13:34:21.136128] Epoch: [312] [2100/2904] eta: 0:10:05 lr: 0.001715 loss: 0.1785 (0.1903) loss_rec_all: 0.2045 (0.2162) loss_rec_sfr: 0.2571 (0.2789) loss_cl: -0.2790 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [13:34:36.043547] Epoch: [312] [2120/2904] eta: 0:09:50 lr: 0.001715 loss: 0.1786 (0.1902) loss_rec_all: 0.2053 (0.2162) loss_rec_sfr: 0.2190 (0.2787) loss_cl: -0.2793 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [13:34:50.950413] Epoch: [312] [2140/2904] eta: 0:09:35 lr: 0.001715 loss: 0.1815 (0.1903) loss_rec_all: 0.2077 (0.2162) loss_rec_sfr: 0.2286 (0.2788) loss_cl: -0.2789 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [13:35:05.863796] Epoch: [312] [2160/2904] eta: 0:09:20 lr: 0.001715 loss: 0.1817 (0.1904) loss_rec_all: 0.2079 (0.2163) loss_rec_sfr: 0.2688 (0.2790) loss_cl: -0.2785 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [13:35:20.776239] Epoch: [312] [2180/2904] eta: 0:09:05 lr: 0.001715 loss: 0.1839 (0.1904) loss_rec_all: 0.2099 (0.2163) loss_rec_sfr: 0.2671 (0.2790) loss_cl: -0.2784 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [13:35:35.689101] Epoch: [312] [2200/2904] eta: 0:08:50 lr: 0.001715 loss: 0.1776 (0.1903) loss_rec_all: 0.2041 (0.2163) loss_rec_sfr: 0.2283 (0.2789) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [13:35:50.609700] Epoch: [312] [2220/2904] eta: 0:08:35 lr: 0.001715 loss: 0.1806 (0.1904) loss_rec_all: 0.2067 (0.2163) loss_rec_sfr: 0.2680 (0.2789) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [13:36:05.531751] Epoch: [312] [2240/2904] eta: 0:08:19 lr: 0.001715 loss: 0.1834 (0.1904) loss_rec_all: 0.2095 (0.2163) loss_rec_sfr: 0.2674 (0.2790) loss_cl: -0.2789 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [13:36:20.480787] Epoch: [312] [2260/2904] eta: 0:08:04 lr: 0.001715 loss: 0.1822 (0.1904) loss_rec_all: 0.2083 (0.2163) loss_rec_sfr: 0.2690 (0.2791) loss_cl: -0.2785 (-0.2788) time: 0.7474 data: 0.0002 max mem: 29860 [13:36:35.396391] Epoch: [312] [2280/2904] eta: 0:07:49 lr: 0.001715 loss: 0.1785 (0.1904) loss_rec_all: 0.2048 (0.2163) loss_rec_sfr: 0.2585 (0.2791) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [13:36:50.303539] Epoch: [312] [2300/2904] eta: 0:07:34 lr: 0.001715 loss: 0.1838 (0.1904) loss_rec_all: 0.2097 (0.2163) loss_rec_sfr: 0.2630 (0.2791) loss_cl: -0.2790 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [13:37:05.212636] Epoch: [312] [2320/2904] eta: 0:07:19 lr: 0.001715 loss: 0.1792 (0.1903) loss_rec_all: 0.2053 (0.2163) loss_rec_sfr: 0.2643 (0.2789) loss_cl: -0.2792 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [13:37:20.110966] Epoch: [312] [2340/2904] eta: 0:07:04 lr: 0.001714 loss: 0.1786 (0.1903) loss_rec_all: 0.2049 (0.2162) loss_rec_sfr: 0.2584 (0.2787) loss_cl: -0.2792 (-0.2788) time: 0.7449 data: 0.0002 max mem: 29860 [13:37:35.007622] Epoch: [312] [2360/2904] eta: 0:06:49 lr: 0.001714 loss: 0.1795 (0.1903) loss_rec_all: 0.2061 (0.2163) loss_rec_sfr: 0.2610 (0.2789) loss_cl: -0.2791 (-0.2788) time: 0.7448 data: 0.0002 max mem: 29860 [13:37:49.913172] Epoch: [312] [2380/2904] eta: 0:06:34 lr: 0.001714 loss: 0.1808 (0.1903) loss_rec_all: 0.2068 (0.2163) loss_rec_sfr: 0.2649 (0.2790) loss_cl: -0.2797 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [13:38:04.820912] Epoch: [312] [2400/2904] eta: 0:06:19 lr: 0.001714 loss: 0.1795 (0.1903) loss_rec_all: 0.2062 (0.2163) loss_rec_sfr: 0.2271 (0.2788) loss_cl: -0.2804 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [13:38:19.726309] Epoch: [312] [2420/2904] eta: 0:06:04 lr: 0.001714 loss: 0.1812 (0.1904) loss_rec_all: 0.2079 (0.2163) loss_rec_sfr: 0.2657 (0.2790) loss_cl: -0.2789 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [13:38:34.634374] Epoch: [312] [2440/2904] eta: 0:05:49 lr: 0.001714 loss: 0.1823 (0.1904) loss_rec_all: 0.2082 (0.2163) loss_rec_sfr: 0.2675 (0.2792) loss_cl: -0.2789 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [13:38:49.543846] Epoch: [312] [2460/2904] eta: 0:05:34 lr: 0.001714 loss: 0.1819 (0.1904) loss_rec_all: 0.2079 (0.2163) loss_rec_sfr: 0.2593 (0.2791) loss_cl: -0.2790 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [13:39:04.450846] Epoch: [312] [2480/2904] eta: 0:05:18 lr: 0.001714 loss: 0.1793 (0.1904) loss_rec_all: 0.2059 (0.2163) loss_rec_sfr: 0.2590 (0.2790) loss_cl: -0.2785 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [13:39:19.359193] Epoch: [312] [2500/2904] eta: 0:05:03 lr: 0.001714 loss: 0.1801 (0.1904) loss_rec_all: 0.2066 (0.2163) loss_rec_sfr: 0.2210 (0.2788) loss_cl: -0.2791 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [13:39:34.279568] Epoch: [312] [2520/2904] eta: 0:04:48 lr: 0.001714 loss: 0.1811 (0.1904) loss_rec_all: 0.2072 (0.2163) loss_rec_sfr: 0.2664 (0.2789) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [13:39:49.194313] Epoch: [312] [2540/2904] eta: 0:04:33 lr: 0.001714 loss: 0.1825 (0.1904) loss_rec_all: 0.2086 (0.2164) loss_rec_sfr: 0.2585 (0.2790) loss_cl: -0.2795 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [13:40:04.106964] Epoch: [312] [2560/2904] eta: 0:04:18 lr: 0.001714 loss: 0.1794 (0.1904) loss_rec_all: 0.2059 (0.2163) loss_rec_sfr: 0.2713 (0.2790) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [13:40:19.034069] Epoch: [312] [2580/2904] eta: 0:04:03 lr: 0.001714 loss: 0.1847 (0.1904) loss_rec_all: 0.2108 (0.2164) loss_rec_sfr: 0.2628 (0.2791) loss_cl: -0.2788 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [13:40:33.955389] Epoch: [312] [2600/2904] eta: 0:03:48 lr: 0.001714 loss: 0.1783 (0.1904) loss_rec_all: 0.2043 (0.2163) loss_rec_sfr: 0.2655 (0.2789) loss_cl: -0.2783 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [13:40:48.869001] Epoch: [312] [2620/2904] eta: 0:03:33 lr: 0.001714 loss: 0.1819 (0.1904) loss_rec_all: 0.2079 (0.2163) loss_rec_sfr: 0.2588 (0.2789) loss_cl: -0.2783 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [13:41:03.784004] Epoch: [312] [2640/2904] eta: 0:03:18 lr: 0.001714 loss: 0.1793 (0.1904) loss_rec_all: 0.2052 (0.2163) loss_rec_sfr: 0.2693 (0.2789) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [13:41:18.699742] Epoch: [312] [2660/2904] eta: 0:03:03 lr: 0.001714 loss: 0.1804 (0.1904) loss_rec_all: 0.2066 (0.2163) loss_rec_sfr: 0.2395 (0.2788) loss_cl: -0.2796 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [13:41:33.616411] Epoch: [312] [2680/2904] eta: 0:02:48 lr: 0.001714 loss: 0.1794 (0.1904) loss_rec_all: 0.2055 (0.2163) loss_rec_sfr: 0.2670 (0.2790) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [13:41:48.532470] Epoch: [312] [2700/2904] eta: 0:02:33 lr: 0.001714 loss: 0.1781 (0.1904) loss_rec_all: 0.2040 (0.2163) loss_rec_sfr: 0.2568 (0.2789) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [13:42:03.456735] Epoch: [312] [2720/2904] eta: 0:02:18 lr: 0.001714 loss: 0.1794 (0.1903) loss_rec_all: 0.2057 (0.2163) loss_rec_sfr: 0.2630 (0.2788) loss_cl: -0.2790 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [13:42:18.360439] Epoch: [312] [2740/2904] eta: 0:02:03 lr: 0.001714 loss: 0.1818 (0.1904) loss_rec_all: 0.2081 (0.2163) loss_rec_sfr: 0.2628 (0.2789) loss_cl: -0.2784 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [13:42:33.260527] Epoch: [312] [2760/2904] eta: 0:01:48 lr: 0.001714 loss: 0.1785 (0.1904) loss_rec_all: 0.2044 (0.2163) loss_rec_sfr: 0.2622 (0.2789) loss_cl: -0.2791 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [13:42:48.169084] Epoch: [312] [2780/2904] eta: 0:01:33 lr: 0.001714 loss: 0.1807 (0.1904) loss_rec_all: 0.2066 (0.2163) loss_rec_sfr: 0.2687 (0.2790) loss_cl: -0.2792 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [13:43:03.071097] Epoch: [312] [2800/2904] eta: 0:01:18 lr: 0.001714 loss: 0.1810 (0.1904) loss_rec_all: 0.2070 (0.2163) loss_rec_sfr: 0.2658 (0.2790) loss_cl: -0.2792 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [13:43:17.981830] Epoch: [312] [2820/2904] eta: 0:01:03 lr: 0.001714 loss: 0.1796 (0.1904) loss_rec_all: 0.2057 (0.2163) loss_rec_sfr: 0.2620 (0.2789) loss_cl: -0.2793 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [13:43:32.915752] Epoch: [312] [2840/2904] eta: 0:00:48 lr: 0.001714 loss: 0.1789 (0.1903) loss_rec_all: 0.2053 (0.2163) loss_rec_sfr: 0.2668 (0.2788) loss_cl: -0.2790 (-0.2789) time: 0.7466 data: 0.0023 max mem: 29860 [13:43:47.802555] Epoch: [312] [2860/2904] eta: 0:00:33 lr: 0.001714 loss: 0.1767 (0.1903) loss_rec_all: 0.2030 (0.2163) loss_rec_sfr: 0.2593 (0.2789) loss_cl: -0.2782 (-0.2788) time: 0.7443 data: 0.0001 max mem: 29860 [13:44:02.685301] Epoch: [312] [2880/2904] eta: 0:00:18 lr: 0.001714 loss: 0.1838 (0.1904) loss_rec_all: 0.2096 (0.2163) loss_rec_sfr: 0.2641 (0.2790) loss_cl: -0.2783 (-0.2788) time: 0.7441 data: 0.0001 max mem: 29860 [13:44:17.566048] Epoch: [312] [2900/2904] eta: 0:00:03 lr: 0.001714 loss: 0.1787 (0.1903) loss_rec_all: 0.2048 (0.2163) loss_rec_sfr: 0.2246 (0.2788) loss_cl: -0.2791 (-0.2788) time: 0.7440 data: 0.0001 max mem: 29860 [13:44:19.806790] Epoch: [312] [2903/2904] eta: 0:00:00 lr: 0.001714 loss: 0.1787 (0.1903) loss_rec_all: 0.2048 (0.2162) loss_rec_sfr: 0.2584 (0.2787) loss_cl: -0.2791 (-0.2788) time: 0.7441 data: 0.0001 max mem: 29860 [13:44:21.893970] Epoch: [312] Total time: 0:36:23 (0.7520 s / it) [13:44:21.911855] Averaged stats: lr: 0.001714 loss: 0.1787 (0.1928) loss_rec_all: 0.2048 (0.2164) loss_rec_sfr: 0.2584 (0.2782) loss_cl: -0.2791 (-0.2556) [13:44:21.917398] log_dir: ./checkpoint/VF2_ViT-B [13:44:38.814487] Epoch: [313] [ 0/2904] eta: 13:37:47 lr: 0.001714 loss: 0.1795 (0.1795) loss_rec_all: 0.2060 (0.2060) loss_rec_sfr: 0.2191 (0.2191) loss_cl: -0.2797 (-0.2797) time: 16.8964 data: 16.1652 max mem: 29860 [13:44:56.340869] Epoch: [313] [ 20/2904] eta: 1:18:47 lr: 0.001714 loss: 0.1814 (0.2022) loss_rec_all: 0.2077 (0.2278) loss_rec_sfr: 0.2635 (0.3252) loss_cl: -0.2785 (-0.2784) time: 0.8763 data: 0.0002 max mem: 29860 [13:45:11.212435] Epoch: [313] [ 40/2904] eta: 0:57:23 lr: 0.001714 loss: 0.1872 (0.1981) loss_rec_all: 0.2132 (0.2239) loss_rec_sfr: 0.2559 (0.3024) loss_cl: -0.2783 (-0.2784) time: 0.7435 data: 0.0002 max mem: 29860 [13:45:26.083908] Epoch: [313] [ 60/2904] eta: 0:49:51 lr: 0.001714 loss: 0.1803 (0.1945) loss_rec_all: 0.2064 (0.2203) loss_rec_sfr: 0.2606 (0.2924) loss_cl: -0.2789 (-0.2785) time: 0.7435 data: 0.0002 max mem: 29860 [13:45:40.968378] Epoch: [313] [ 80/2904] eta: 0:45:55 lr: 0.001714 loss: 0.1753 (0.1934) loss_rec_all: 0.2017 (0.2192) loss_rec_sfr: 0.2290 (0.2866) loss_cl: -0.2785 (-0.2785) time: 0.7442 data: 0.0002 max mem: 29860 [13:45:55.880298] Epoch: [313] [ 100/2904] eta: 0:43:28 lr: 0.001713 loss: 0.1766 (0.1926) loss_rec_all: 0.2029 (0.2185) loss_rec_sfr: 0.2279 (0.2834) loss_cl: -0.2790 (-0.2786) time: 0.7455 data: 0.0003 max mem: 29860 [13:46:10.782883] Epoch: [313] [ 120/2904] eta: 0:41:44 lr: 0.001713 loss: 0.1813 (0.1929) loss_rec_all: 0.2073 (0.2188) loss_rec_sfr: 0.2574 (0.2837) loss_cl: -0.2787 (-0.2786) time: 0.7451 data: 0.0002 max mem: 29860 [13:46:25.694275] Epoch: [313] [ 140/2904] eta: 0:40:26 lr: 0.001713 loss: 0.1783 (0.1920) loss_rec_all: 0.2042 (0.2179) loss_rec_sfr: 0.2630 (0.2810) loss_cl: -0.2792 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [13:46:40.600255] Epoch: [313] [ 160/2904] eta: 0:39:23 lr: 0.001713 loss: 0.1803 (0.1925) loss_rec_all: 0.2063 (0.2183) loss_rec_sfr: 0.2705 (0.2842) loss_cl: -0.2787 (-0.2787) time: 0.7452 data: 0.0003 max mem: 29860 [13:46:55.509096] Epoch: [313] [ 180/2904] eta: 0:38:31 lr: 0.001713 loss: 0.1798 (0.1918) loss_rec_all: 0.2060 (0.2177) loss_rec_sfr: 0.2537 (0.2815) loss_cl: -0.2785 (-0.2787) time: 0.7454 data: 0.0003 max mem: 29860 [13:47:10.480577] Epoch: [313] [ 200/2904] eta: 0:37:47 lr: 0.001713 loss: 0.1804 (0.1918) loss_rec_all: 0.2064 (0.2177) loss_rec_sfr: 0.2515 (0.2809) loss_cl: -0.2788 (-0.2787) time: 0.7485 data: 0.0003 max mem: 29860 [13:47:25.421338] Epoch: [313] [ 220/2904] eta: 0:37:08 lr: 0.001713 loss: 0.1837 (0.1918) loss_rec_all: 0.2098 (0.2177) loss_rec_sfr: 0.2611 (0.2809) loss_cl: -0.2796 (-0.2787) time: 0.7470 data: 0.0003 max mem: 29860 [13:47:40.347440] Epoch: [313] [ 240/2904] eta: 0:36:33 lr: 0.001713 loss: 0.1778 (0.1909) loss_rec_all: 0.2044 (0.2169) loss_rec_sfr: 0.2519 (0.2784) loss_cl: -0.2793 (-0.2788) time: 0.7463 data: 0.0003 max mem: 29860 [13:47:55.282442] Epoch: [313] [ 260/2904] eta: 0:36:01 lr: 0.001713 loss: 0.1768 (0.1907) loss_rec_all: 0.2032 (0.2166) loss_rec_sfr: 0.2656 (0.2778) loss_cl: -0.2787 (-0.2788) time: 0.7467 data: 0.0003 max mem: 29860 [13:48:10.201647] Epoch: [313] [ 280/2904] eta: 0:35:31 lr: 0.001713 loss: 0.1802 (0.1913) loss_rec_all: 0.2060 (0.2172) loss_rec_sfr: 0.2615 (0.2797) loss_cl: -0.2785 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [13:48:25.146601] Epoch: [313] [ 300/2904] eta: 0:35:04 lr: 0.001713 loss: 0.1873 (0.1917) loss_rec_all: 0.2132 (0.2176) loss_rec_sfr: 0.2696 (0.2810) loss_cl: -0.2785 (-0.2787) time: 0.7472 data: 0.0003 max mem: 29860 [13:48:40.120029] Epoch: [313] [ 320/2904] eta: 0:34:38 lr: 0.001713 loss: 0.1837 (0.1919) loss_rec_all: 0.2097 (0.2178) loss_rec_sfr: 0.2612 (0.2813) loss_cl: -0.2794 (-0.2788) time: 0.7486 data: 0.0003 max mem: 29860 [13:48:55.068201] Epoch: [313] [ 340/2904] eta: 0:34:13 lr: 0.001713 loss: 0.1795 (0.1920) loss_rec_all: 0.2059 (0.2179) loss_rec_sfr: 0.2565 (0.2817) loss_cl: -0.2799 (-0.2788) time: 0.7474 data: 0.0003 max mem: 29860 [13:49:10.020734] Epoch: [313] [ 360/2904] eta: 0:33:50 lr: 0.001713 loss: 0.1833 (0.1919) loss_rec_all: 0.2093 (0.2178) loss_rec_sfr: 0.2679 (0.2821) loss_cl: -0.2797 (-0.2789) time: 0.7476 data: 0.0002 max mem: 29860 [13:49:24.966599] Epoch: [313] [ 380/2904] eta: 0:33:27 lr: 0.001713 loss: 0.1829 (0.1923) loss_rec_all: 0.2087 (0.2182) loss_rec_sfr: 0.2744 (0.2837) loss_cl: -0.2789 (-0.2789) time: 0.7472 data: 0.0002 max mem: 29860 [13:49:39.904746] Epoch: [313] [ 400/2904] eta: 0:33:05 lr: 0.001713 loss: 0.1796 (0.1919) loss_rec_all: 0.2055 (0.2178) loss_rec_sfr: 0.2341 (0.2821) loss_cl: -0.2780 (-0.2788) time: 0.7469 data: 0.0002 max mem: 29860 [13:49:54.861847] Epoch: [313] [ 420/2904] eta: 0:32:44 lr: 0.001713 loss: 0.1799 (0.1916) loss_rec_all: 0.2063 (0.2175) loss_rec_sfr: 0.2584 (0.2810) loss_cl: -0.2790 (-0.2788) time: 0.7478 data: 0.0002 max mem: 29860 [13:50:09.826052] Epoch: [313] [ 440/2904] eta: 0:32:23 lr: 0.001713 loss: 0.1742 (0.1913) loss_rec_all: 0.2008 (0.2172) loss_rec_sfr: 0.2180 (0.2800) loss_cl: -0.2800 (-0.2789) time: 0.7482 data: 0.0003 max mem: 29860 [13:50:24.783491] Epoch: [313] [ 460/2904] eta: 0:32:03 lr: 0.001713 loss: 0.1794 (0.1911) loss_rec_all: 0.2058 (0.2170) loss_rec_sfr: 0.2263 (0.2790) loss_cl: -0.2785 (-0.2788) time: 0.7478 data: 0.0002 max mem: 29860 [13:50:39.705993] Epoch: [313] [ 480/2904] eta: 0:31:43 lr: 0.001713 loss: 0.1811 (0.1912) loss_rec_all: 0.2068 (0.2171) loss_rec_sfr: 0.2689 (0.2797) loss_cl: -0.2782 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [13:50:54.607764] Epoch: [313] [ 500/2904] eta: 0:31:24 lr: 0.001713 loss: 0.1776 (0.1911) loss_rec_all: 0.2037 (0.2170) loss_rec_sfr: 0.2626 (0.2798) loss_cl: -0.2788 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [13:51:09.511061] Epoch: [313] [ 520/2904] eta: 0:31:04 lr: 0.001713 loss: 0.1815 (0.1910) loss_rec_all: 0.2073 (0.2169) loss_rec_sfr: 0.2582 (0.2795) loss_cl: -0.2795 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [13:51:24.411164] Epoch: [313] [ 540/2904] eta: 0:30:46 lr: 0.001713 loss: 0.1835 (0.1913) loss_rec_all: 0.2096 (0.2172) loss_rec_sfr: 0.2714 (0.2804) loss_cl: -0.2792 (-0.2789) time: 0.7450 data: 0.0002 max mem: 29860 [13:51:39.317637] Epoch: [313] [ 560/2904] eta: 0:30:27 lr: 0.001713 loss: 0.1817 (0.1914) loss_rec_all: 0.2077 (0.2173) loss_rec_sfr: 0.2653 (0.2806) loss_cl: -0.2782 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [13:51:54.222425] Epoch: [313] [ 580/2904] eta: 0:30:09 lr: 0.001713 loss: 0.1770 (0.1912) loss_rec_all: 0.2030 (0.2171) loss_rec_sfr: 0.2552 (0.2801) loss_cl: -0.2784 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [13:52:09.128287] Epoch: [313] [ 600/2904] eta: 0:29:50 lr: 0.001713 loss: 0.1889 (0.1914) loss_rec_all: 0.2149 (0.2173) loss_rec_sfr: 0.2610 (0.2808) loss_cl: -0.2790 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [13:52:24.035433] Epoch: [313] [ 620/2904] eta: 0:29:33 lr: 0.001713 loss: 0.1860 (0.1917) loss_rec_all: 0.2119 (0.2176) loss_rec_sfr: 0.2563 (0.2813) loss_cl: -0.2793 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [13:52:38.946957] Epoch: [313] [ 640/2904] eta: 0:29:15 lr: 0.001713 loss: 0.1823 (0.1917) loss_rec_all: 0.2082 (0.2176) loss_rec_sfr: 0.2597 (0.2813) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [13:52:53.855780] Epoch: [313] [ 660/2904] eta: 0:28:57 lr: 0.001713 loss: 0.1777 (0.1913) loss_rec_all: 0.2034 (0.2172) loss_rec_sfr: 0.2440 (0.2800) loss_cl: -0.2788 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [13:53:08.762511] Epoch: [313] [ 680/2904] eta: 0:28:40 lr: 0.001713 loss: 0.1817 (0.1913) loss_rec_all: 0.2077 (0.2172) loss_rec_sfr: 0.2674 (0.2803) loss_cl: -0.2791 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [13:53:23.665269] Epoch: [313] [ 700/2904] eta: 0:28:23 lr: 0.001713 loss: 0.1780 (0.1911) loss_rec_all: 0.2043 (0.2170) loss_rec_sfr: 0.2609 (0.2795) loss_cl: -0.2786 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [13:53:38.568032] Epoch: [313] [ 720/2904] eta: 0:28:06 lr: 0.001713 loss: 0.1754 (0.1909) loss_rec_all: 0.2016 (0.2168) loss_rec_sfr: 0.2156 (0.2786) loss_cl: -0.2785 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [13:53:53.483929] Epoch: [313] [ 740/2904] eta: 0:27:49 lr: 0.001712 loss: 0.1791 (0.1907) loss_rec_all: 0.2052 (0.2166) loss_rec_sfr: 0.2605 (0.2781) loss_cl: -0.2783 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [13:54:08.400467] Epoch: [313] [ 760/2904] eta: 0:27:32 lr: 0.001712 loss: 0.1786 (0.1907) loss_rec_all: 0.2053 (0.2166) loss_rec_sfr: 0.2529 (0.2781) loss_cl: -0.2802 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [13:54:23.308208] Epoch: [313] [ 780/2904] eta: 0:27:15 lr: 0.001712 loss: 0.1798 (0.1908) loss_rec_all: 0.2066 (0.2167) loss_rec_sfr: 0.2536 (0.2783) loss_cl: -0.2800 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [13:54:38.217266] Epoch: [313] [ 800/2904] eta: 0:26:58 lr: 0.001712 loss: 0.1811 (0.1908) loss_rec_all: 0.2069 (0.2168) loss_rec_sfr: 0.2684 (0.2789) loss_cl: -0.2788 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [13:54:53.123356] Epoch: [313] [ 820/2904] eta: 0:26:42 lr: 0.001712 loss: 0.1793 (0.1906) loss_rec_all: 0.2052 (0.2166) loss_rec_sfr: 0.2579 (0.2781) loss_cl: -0.2778 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [13:55:08.033993] Epoch: [313] [ 840/2904] eta: 0:26:25 lr: 0.001712 loss: 0.1800 (0.1907) loss_rec_all: 0.2065 (0.2166) loss_rec_sfr: 0.2564 (0.2782) loss_cl: -0.2785 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [13:55:22.940947] Epoch: [313] [ 860/2904] eta: 0:26:09 lr: 0.001712 loss: 0.1833 (0.1910) loss_rec_all: 0.2092 (0.2169) loss_rec_sfr: 0.2805 (0.2797) loss_cl: -0.2794 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [13:55:37.858947] Epoch: [313] [ 880/2904] eta: 0:25:52 lr: 0.001712 loss: 0.1801 (0.1909) loss_rec_all: 0.2066 (0.2168) loss_rec_sfr: 0.2646 (0.2796) loss_cl: -0.2795 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [13:55:52.799047] Epoch: [313] [ 900/2904] eta: 0:25:36 lr: 0.001712 loss: 0.1798 (0.1909) loss_rec_all: 0.2056 (0.2168) loss_rec_sfr: 0.2629 (0.2798) loss_cl: -0.2784 (-0.2788) time: 0.7470 data: 0.0002 max mem: 29860 [13:56:07.735760] Epoch: [313] [ 920/2904] eta: 0:25:20 lr: 0.001712 loss: 0.1850 (0.1910) loss_rec_all: 0.2110 (0.2169) loss_rec_sfr: 0.2635 (0.2800) loss_cl: -0.2784 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [13:56:22.659507] Epoch: [313] [ 940/2904] eta: 0:25:04 lr: 0.001712 loss: 0.1819 (0.1911) loss_rec_all: 0.2083 (0.2170) loss_rec_sfr: 0.2510 (0.2800) loss_cl: -0.2787 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [13:56:37.595121] Epoch: [313] [ 960/2904] eta: 0:24:48 lr: 0.001712 loss: 0.1829 (0.1911) loss_rec_all: 0.2095 (0.2170) loss_rec_sfr: 0.2640 (0.2799) loss_cl: -0.2796 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [13:56:52.524713] Epoch: [313] [ 980/2904] eta: 0:24:32 lr: 0.001712 loss: 0.1794 (0.1909) loss_rec_all: 0.2055 (0.2169) loss_rec_sfr: 0.2298 (0.2793) loss_cl: -0.2792 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [13:57:07.452327] Epoch: [313] [1000/2904] eta: 0:24:16 lr: 0.001712 loss: 0.1807 (0.1909) loss_rec_all: 0.2069 (0.2169) loss_rec_sfr: 0.2570 (0.2792) loss_cl: -0.2791 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [13:57:22.374015] Epoch: [313] [1020/2904] eta: 0:24:00 lr: 0.001712 loss: 0.1830 (0.1910) loss_rec_all: 0.2095 (0.2170) loss_rec_sfr: 0.2567 (0.2795) loss_cl: -0.2772 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [13:57:37.292417] Epoch: [313] [1040/2904] eta: 0:23:44 lr: 0.001712 loss: 0.1886 (0.1911) loss_rec_all: 0.2145 (0.2171) loss_rec_sfr: 0.2605 (0.2798) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [13:57:52.214442] Epoch: [313] [1060/2904] eta: 0:23:28 lr: 0.001712 loss: 0.1800 (0.1911) loss_rec_all: 0.2064 (0.2170) loss_rec_sfr: 0.2603 (0.2796) loss_cl: -0.2791 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [13:58:07.146314] Epoch: [313] [1080/2904] eta: 0:23:12 lr: 0.001712 loss: 0.1765 (0.1911) loss_rec_all: 0.2028 (0.2171) loss_rec_sfr: 0.2637 (0.2799) loss_cl: -0.2789 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [13:58:22.074711] Epoch: [313] [1100/2904] eta: 0:22:56 lr: 0.001712 loss: 0.1800 (0.1910) loss_rec_all: 0.2060 (0.2170) loss_rec_sfr: 0.2635 (0.2797) loss_cl: -0.2784 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [13:58:37.015767] Epoch: [313] [1120/2904] eta: 0:22:40 lr: 0.001712 loss: 0.1798 (0.1911) loss_rec_all: 0.2058 (0.2170) loss_rec_sfr: 0.2676 (0.2799) loss_cl: -0.2788 (-0.2788) time: 0.7470 data: 0.0002 max mem: 29860 [13:58:51.948375] Epoch: [313] [1140/2904] eta: 0:22:24 lr: 0.001712 loss: 0.1786 (0.1910) loss_rec_all: 0.2052 (0.2169) loss_rec_sfr: 0.2608 (0.2797) loss_cl: -0.2799 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [13:59:06.868619] Epoch: [313] [1160/2904] eta: 0:22:09 lr: 0.001712 loss: 0.1790 (0.1909) loss_rec_all: 0.2057 (0.2168) loss_rec_sfr: 0.2515 (0.2792) loss_cl: -0.2796 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [13:59:21.791869] Epoch: [313] [1180/2904] eta: 0:21:53 lr: 0.001712 loss: 0.1824 (0.1909) loss_rec_all: 0.2089 (0.2169) loss_rec_sfr: 0.2678 (0.2796) loss_cl: -0.2789 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [13:59:36.715408] Epoch: [313] [1200/2904] eta: 0:21:37 lr: 0.001712 loss: 0.1872 (0.1910) loss_rec_all: 0.2132 (0.2169) loss_rec_sfr: 0.2609 (0.2798) loss_cl: -0.2787 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [13:59:51.631725] Epoch: [313] [1220/2904] eta: 0:21:22 lr: 0.001712 loss: 0.1789 (0.1911) loss_rec_all: 0.2050 (0.2170) loss_rec_sfr: 0.2628 (0.2802) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [14:00:06.547493] Epoch: [313] [1240/2904] eta: 0:21:06 lr: 0.001712 loss: 0.1807 (0.1910) loss_rec_all: 0.2067 (0.2169) loss_rec_sfr: 0.2365 (0.2798) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [14:00:21.468594] Epoch: [313] [1260/2904] eta: 0:20:50 lr: 0.001712 loss: 0.1813 (0.1910) loss_rec_all: 0.2074 (0.2169) loss_rec_sfr: 0.2489 (0.2796) loss_cl: -0.2783 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [14:00:36.394816] Epoch: [313] [1280/2904] eta: 0:20:35 lr: 0.001712 loss: 0.1811 (0.1909) loss_rec_all: 0.2075 (0.2168) loss_rec_sfr: 0.2562 (0.2793) loss_cl: -0.2790 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [14:00:51.316631] Epoch: [313] [1300/2904] eta: 0:20:19 lr: 0.001712 loss: 0.1841 (0.1911) loss_rec_all: 0.2104 (0.2170) loss_rec_sfr: 0.2750 (0.2801) loss_cl: -0.2794 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [14:01:06.236186] Epoch: [313] [1320/2904] eta: 0:20:04 lr: 0.001712 loss: 0.1852 (0.1913) loss_rec_all: 0.2113 (0.2172) loss_rec_sfr: 0.2667 (0.2808) loss_cl: -0.2796 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [14:01:21.155927] Epoch: [313] [1340/2904] eta: 0:19:48 lr: 0.001712 loss: 0.1814 (0.1913) loss_rec_all: 0.2072 (0.2172) loss_rec_sfr: 0.2753 (0.2811) loss_cl: -0.2781 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [14:01:36.085047] Epoch: [313] [1360/2904] eta: 0:19:33 lr: 0.001712 loss: 0.1805 (0.1912) loss_rec_all: 0.2068 (0.2171) loss_rec_sfr: 0.2512 (0.2806) loss_cl: -0.2786 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [14:01:51.011216] Epoch: [313] [1380/2904] eta: 0:19:17 lr: 0.001711 loss: 0.1813 (0.1911) loss_rec_all: 0.2074 (0.2170) loss_rec_sfr: 0.2590 (0.2803) loss_cl: -0.2795 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [14:02:05.935841] Epoch: [313] [1400/2904] eta: 0:19:02 lr: 0.001711 loss: 0.1827 (0.1911) loss_rec_all: 0.2085 (0.2170) loss_rec_sfr: 0.2579 (0.2802) loss_cl: -0.2788 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [14:02:20.850376] Epoch: [313] [1420/2904] eta: 0:18:46 lr: 0.001711 loss: 0.1774 (0.1911) loss_rec_all: 0.2034 (0.2170) loss_rec_sfr: 0.2614 (0.2803) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [14:02:35.776137] Epoch: [313] [1440/2904] eta: 0:18:31 lr: 0.001711 loss: 0.1811 (0.1912) loss_rec_all: 0.2073 (0.2171) loss_rec_sfr: 0.2585 (0.2804) loss_cl: -0.2785 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [14:02:50.696929] Epoch: [313] [1460/2904] eta: 0:18:15 lr: 0.001711 loss: 0.1755 (0.1910) loss_rec_all: 0.2020 (0.2169) loss_rec_sfr: 0.2228 (0.2798) loss_cl: -0.2793 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [14:03:05.612449] Epoch: [313] [1480/2904] eta: 0:18:00 lr: 0.001711 loss: 0.1825 (0.1911) loss_rec_all: 0.2088 (0.2170) loss_rec_sfr: 0.2669 (0.2802) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [14:03:20.528380] Epoch: [313] [1500/2904] eta: 0:17:44 lr: 0.001711 loss: 0.1813 (0.1910) loss_rec_all: 0.2076 (0.2169) loss_rec_sfr: 0.2353 (0.2798) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [14:03:35.446793] Epoch: [313] [1520/2904] eta: 0:17:29 lr: 0.001711 loss: 0.1794 (0.1910) loss_rec_all: 0.2054 (0.2170) loss_rec_sfr: 0.2538 (0.2798) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [14:03:50.370893] Epoch: [313] [1540/2904] eta: 0:17:14 lr: 0.001711 loss: 0.1764 (0.1909) loss_rec_all: 0.2028 (0.2169) loss_rec_sfr: 0.2509 (0.2795) loss_cl: -0.2797 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [14:04:05.288979] Epoch: [313] [1560/2904] eta: 0:16:58 lr: 0.001711 loss: 0.1795 (0.1909) loss_rec_all: 0.2057 (0.2168) loss_rec_sfr: 0.2663 (0.2796) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [14:04:20.205140] Epoch: [313] [1580/2904] eta: 0:16:43 lr: 0.001711 loss: 0.1793 (0.1908) loss_rec_all: 0.2053 (0.2168) loss_rec_sfr: 0.2507 (0.2793) loss_cl: -0.2780 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [14:04:35.122362] Epoch: [313] [1600/2904] eta: 0:16:28 lr: 0.001711 loss: 0.1802 (0.1908) loss_rec_all: 0.2063 (0.2167) loss_rec_sfr: 0.2646 (0.2793) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [14:04:50.043331] Epoch: [313] [1620/2904] eta: 0:16:12 lr: 0.001711 loss: 0.1793 (0.1907) loss_rec_all: 0.2053 (0.2166) loss_rec_sfr: 0.2615 (0.2790) loss_cl: -0.2791 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [14:05:04.957562] Epoch: [313] [1640/2904] eta: 0:15:57 lr: 0.001711 loss: 0.1781 (0.1907) loss_rec_all: 0.2048 (0.2166) loss_rec_sfr: 0.2513 (0.2790) loss_cl: -0.2803 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [14:05:19.874527] Epoch: [313] [1660/2904] eta: 0:15:42 lr: 0.001711 loss: 0.1781 (0.1907) loss_rec_all: 0.2040 (0.2166) loss_rec_sfr: 0.2611 (0.2791) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [14:05:34.799099] Epoch: [313] [1680/2904] eta: 0:15:26 lr: 0.001711 loss: 0.1863 (0.1907) loss_rec_all: 0.2123 (0.2167) loss_rec_sfr: 0.2655 (0.2793) loss_cl: -0.2784 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [14:05:49.716805] Epoch: [313] [1700/2904] eta: 0:15:11 lr: 0.001711 loss: 0.1774 (0.1907) loss_rec_all: 0.2033 (0.2166) loss_rec_sfr: 0.2568 (0.2793) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [14:06:04.639391] Epoch: [313] [1720/2904] eta: 0:14:56 lr: 0.001711 loss: 0.1788 (0.1907) loss_rec_all: 0.2047 (0.2166) loss_rec_sfr: 0.2528 (0.2792) loss_cl: -0.2786 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [14:06:19.557406] Epoch: [313] [1740/2904] eta: 0:14:40 lr: 0.001711 loss: 0.1846 (0.1907) loss_rec_all: 0.2106 (0.2166) loss_rec_sfr: 0.2637 (0.2792) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [14:06:34.477776] Epoch: [313] [1760/2904] eta: 0:14:25 lr: 0.001711 loss: 0.1822 (0.1907) loss_rec_all: 0.2085 (0.2166) loss_rec_sfr: 0.2561 (0.2793) loss_cl: -0.2796 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [14:06:49.398657] Epoch: [313] [1780/2904] eta: 0:14:10 lr: 0.001711 loss: 0.1784 (0.1907) loss_rec_all: 0.2049 (0.2166) loss_rec_sfr: 0.2276 (0.2790) loss_cl: -0.2803 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [14:07:04.318058] Epoch: [313] [1800/2904] eta: 0:13:55 lr: 0.001711 loss: 0.1821 (0.1906) loss_rec_all: 0.2080 (0.2166) loss_rec_sfr: 0.2655 (0.2790) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [14:07:19.235459] Epoch: [313] [1820/2904] eta: 0:13:39 lr: 0.001711 loss: 0.1841 (0.1906) loss_rec_all: 0.2100 (0.2166) loss_rec_sfr: 0.2581 (0.2790) loss_cl: -0.2774 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [14:07:34.156293] Epoch: [313] [1840/2904] eta: 0:13:24 lr: 0.001711 loss: 0.1826 (0.1907) loss_rec_all: 0.2084 (0.2166) loss_rec_sfr: 0.2701 (0.2792) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [14:07:49.077035] Epoch: [313] [1860/2904] eta: 0:13:09 lr: 0.001711 loss: 0.1801 (0.1906) loss_rec_all: 0.2061 (0.2166) loss_rec_sfr: 0.2575 (0.2790) loss_cl: -0.2794 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [14:08:03.989208] Epoch: [313] [1880/2904] eta: 0:12:54 lr: 0.001711 loss: 0.1823 (0.1907) loss_rec_all: 0.2083 (0.2166) loss_rec_sfr: 0.2605 (0.2791) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [14:08:18.903566] Epoch: [313] [1900/2904] eta: 0:12:38 lr: 0.001711 loss: 0.1852 (0.1907) loss_rec_all: 0.2112 (0.2166) loss_rec_sfr: 0.2638 (0.2791) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [14:08:33.819306] Epoch: [313] [1920/2904] eta: 0:12:23 lr: 0.001711 loss: 0.1820 (0.1906) loss_rec_all: 0.2083 (0.2166) loss_rec_sfr: 0.2566 (0.2789) loss_cl: -0.2783 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [14:08:48.734536] Epoch: [313] [1940/2904] eta: 0:12:08 lr: 0.001711 loss: 0.1815 (0.1906) loss_rec_all: 0.2079 (0.2166) loss_rec_sfr: 0.2618 (0.2788) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [14:09:03.652450] Epoch: [313] [1960/2904] eta: 0:11:53 lr: 0.001711 loss: 0.1797 (0.1906) loss_rec_all: 0.2061 (0.2166) loss_rec_sfr: 0.2584 (0.2787) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [14:09:18.574826] Epoch: [313] [1980/2904] eta: 0:11:38 lr: 0.001711 loss: 0.1798 (0.1906) loss_rec_all: 0.2057 (0.2166) loss_rec_sfr: 0.2595 (0.2788) loss_cl: -0.2790 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [14:09:33.504811] Epoch: [313] [2000/2904] eta: 0:11:22 lr: 0.001711 loss: 0.1790 (0.1906) loss_rec_all: 0.2056 (0.2166) loss_rec_sfr: 0.2598 (0.2788) loss_cl: -0.2792 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [14:09:48.422714] Epoch: [313] [2020/2904] eta: 0:11:07 lr: 0.001711 loss: 0.1817 (0.1908) loss_rec_all: 0.2078 (0.2167) loss_rec_sfr: 0.2747 (0.2792) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [14:10:03.342439] Epoch: [313] [2040/2904] eta: 0:10:52 lr: 0.001710 loss: 0.1855 (0.1908) loss_rec_all: 0.2118 (0.2167) loss_rec_sfr: 0.2722 (0.2794) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [14:10:18.256840] Epoch: [313] [2060/2904] eta: 0:10:37 lr: 0.001710 loss: 0.1857 (0.1908) loss_rec_all: 0.2118 (0.2168) loss_rec_sfr: 0.2624 (0.2795) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [14:10:33.180500] Epoch: [313] [2080/2904] eta: 0:10:22 lr: 0.001710 loss: 0.1883 (0.1909) loss_rec_all: 0.2141 (0.2169) loss_rec_sfr: 0.2684 (0.2799) loss_cl: -0.2783 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [14:10:48.088251] Epoch: [313] [2100/2904] eta: 0:10:06 lr: 0.001710 loss: 0.1802 (0.1909) loss_rec_all: 0.2062 (0.2168) loss_rec_sfr: 0.2668 (0.2798) loss_cl: -0.2781 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [14:11:02.998096] Epoch: [313] [2120/2904] eta: 0:09:51 lr: 0.001710 loss: 0.1843 (0.1910) loss_rec_all: 0.2102 (0.2169) loss_rec_sfr: 0.2715 (0.2801) loss_cl: -0.2793 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [14:11:17.910164] Epoch: [313] [2140/2904] eta: 0:09:36 lr: 0.001710 loss: 0.1856 (0.1911) loss_rec_all: 0.2117 (0.2170) loss_rec_sfr: 0.2595 (0.2803) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [14:11:32.815748] Epoch: [313] [2160/2904] eta: 0:09:21 lr: 0.001710 loss: 0.1816 (0.1911) loss_rec_all: 0.2075 (0.2170) loss_rec_sfr: 0.2708 (0.2805) loss_cl: -0.2784 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [14:11:47.719351] Epoch: [313] [2180/2904] eta: 0:09:06 lr: 0.001710 loss: 0.1795 (0.1911) loss_rec_all: 0.2059 (0.2170) loss_rec_sfr: 0.2587 (0.2804) loss_cl: -0.2788 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [14:12:02.632500] Epoch: [313] [2200/2904] eta: 0:08:51 lr: 0.001710 loss: 0.1802 (0.1910) loss_rec_all: 0.2063 (0.2170) loss_rec_sfr: 0.2526 (0.2803) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [14:12:17.535168] Epoch: [313] [2220/2904] eta: 0:08:36 lr: 0.001710 loss: 0.1783 (0.1910) loss_rec_all: 0.2048 (0.2169) loss_rec_sfr: 0.2615 (0.2801) loss_cl: -0.2795 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [14:12:32.440209] Epoch: [313] [2240/2904] eta: 0:08:20 lr: 0.001710 loss: 0.1836 (0.1910) loss_rec_all: 0.2097 (0.2169) loss_rec_sfr: 0.2637 (0.2802) loss_cl: -0.2791 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [14:12:47.345326] Epoch: [313] [2260/2904] eta: 0:08:05 lr: 0.001710 loss: 0.1818 (0.1909) loss_rec_all: 0.2077 (0.2169) loss_rec_sfr: 0.2620 (0.2799) loss_cl: -0.2784 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [14:13:02.245701] Epoch: [313] [2280/2904] eta: 0:07:50 lr: 0.001710 loss: 0.1772 (0.1909) loss_rec_all: 0.2037 (0.2168) loss_rec_sfr: 0.2232 (0.2796) loss_cl: -0.2791 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [14:13:17.147016] Epoch: [313] [2300/2904] eta: 0:07:35 lr: 0.001710 loss: 0.1780 (0.1908) loss_rec_all: 0.2042 (0.2167) loss_rec_sfr: 0.2517 (0.2794) loss_cl: -0.2792 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [14:13:32.048979] Epoch: [313] [2320/2904] eta: 0:07:20 lr: 0.001710 loss: 0.1778 (0.1908) loss_rec_all: 0.2038 (0.2167) loss_rec_sfr: 0.2653 (0.2794) loss_cl: -0.2784 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [14:13:46.951682] Epoch: [313] [2340/2904] eta: 0:07:05 lr: 0.001710 loss: 0.1809 (0.1908) loss_rec_all: 0.2068 (0.2168) loss_rec_sfr: 0.2683 (0.2796) loss_cl: -0.2793 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [14:14:01.860334] Epoch: [313] [2360/2904] eta: 0:06:50 lr: 0.001710 loss: 0.1775 (0.1908) loss_rec_all: 0.2034 (0.2167) loss_rec_sfr: 0.2604 (0.2796) loss_cl: -0.2792 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [14:14:16.764808] Epoch: [313] [2380/2904] eta: 0:06:34 lr: 0.001710 loss: 0.1762 (0.1907) loss_rec_all: 0.2020 (0.2166) loss_rec_sfr: 0.2616 (0.2794) loss_cl: -0.2788 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [14:14:31.668718] Epoch: [313] [2400/2904] eta: 0:06:19 lr: 0.001710 loss: 0.1810 (0.1907) loss_rec_all: 0.2069 (0.2166) loss_rec_sfr: 0.2623 (0.2793) loss_cl: -0.2776 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [14:14:46.574363] Epoch: [313] [2420/2904] eta: 0:06:04 lr: 0.001710 loss: 0.1833 (0.1907) loss_rec_all: 0.2095 (0.2166) loss_rec_sfr: 0.2695 (0.2794) loss_cl: -0.2787 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [14:15:01.479935] Epoch: [313] [2440/2904] eta: 0:05:49 lr: 0.001710 loss: 0.1806 (0.1907) loss_rec_all: 0.2072 (0.2167) loss_rec_sfr: 0.2548 (0.2794) loss_cl: -0.2796 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [14:15:16.387327] Epoch: [313] [2460/2904] eta: 0:05:34 lr: 0.001710 loss: 0.1804 (0.1907) loss_rec_all: 0.2069 (0.2166) loss_rec_sfr: 0.2582 (0.2793) loss_cl: -0.2800 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [14:15:31.292262] Epoch: [313] [2480/2904] eta: 0:05:19 lr: 0.001710 loss: 0.1778 (0.1906) loss_rec_all: 0.2040 (0.2166) loss_rec_sfr: 0.2540 (0.2790) loss_cl: -0.2791 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [14:15:46.197729] Epoch: [313] [2500/2904] eta: 0:05:04 lr: 0.001710 loss: 0.1846 (0.1907) loss_rec_all: 0.2106 (0.2166) loss_rec_sfr: 0.2608 (0.2792) loss_cl: -0.2781 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [14:16:01.100403] Epoch: [313] [2520/2904] eta: 0:04:49 lr: 0.001710 loss: 0.1793 (0.1906) loss_rec_all: 0.2053 (0.2166) loss_rec_sfr: 0.2200 (0.2790) loss_cl: -0.2777 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [14:16:16.002000] Epoch: [313] [2540/2904] eta: 0:04:34 lr: 0.001710 loss: 0.1777 (0.1906) loss_rec_all: 0.2040 (0.2165) loss_rec_sfr: 0.2500 (0.2789) loss_cl: -0.2781 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [14:16:30.912009] Epoch: [313] [2560/2904] eta: 0:04:19 lr: 0.001710 loss: 0.1807 (0.1907) loss_rec_all: 0.2071 (0.2166) loss_rec_sfr: 0.2695 (0.2792) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [14:16:45.819419] Epoch: [313] [2580/2904] eta: 0:04:04 lr: 0.001710 loss: 0.1785 (0.1907) loss_rec_all: 0.2048 (0.2166) loss_rec_sfr: 0.2656 (0.2793) loss_cl: -0.2797 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [14:17:00.721476] Epoch: [313] [2600/2904] eta: 0:03:48 lr: 0.001710 loss: 0.1799 (0.1908) loss_rec_all: 0.2058 (0.2167) loss_rec_sfr: 0.2620 (0.2795) loss_cl: -0.2795 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [14:17:15.620832] Epoch: [313] [2620/2904] eta: 0:03:33 lr: 0.001710 loss: 0.1811 (0.1908) loss_rec_all: 0.2076 (0.2167) loss_rec_sfr: 0.2593 (0.2794) loss_cl: -0.2792 (-0.2788) time: 0.7449 data: 0.0002 max mem: 29860 [14:17:30.524491] Epoch: [313] [2640/2904] eta: 0:03:18 lr: 0.001710 loss: 0.1860 (0.1908) loss_rec_all: 0.2123 (0.2167) loss_rec_sfr: 0.2545 (0.2794) loss_cl: -0.2792 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [14:17:45.427425] Epoch: [313] [2660/2904] eta: 0:03:03 lr: 0.001710 loss: 0.1804 (0.1907) loss_rec_all: 0.2065 (0.2167) loss_rec_sfr: 0.2580 (0.2792) loss_cl: -0.2787 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [14:18:00.335498] Epoch: [313] [2680/2904] eta: 0:02:48 lr: 0.001709 loss: 0.1817 (0.1907) loss_rec_all: 0.2079 (0.2167) loss_rec_sfr: 0.2547 (0.2792) loss_cl: -0.2794 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [14:18:15.242810] Epoch: [313] [2700/2904] eta: 0:02:33 lr: 0.001709 loss: 0.1781 (0.1907) loss_rec_all: 0.2047 (0.2166) loss_rec_sfr: 0.2223 (0.2789) loss_cl: -0.2782 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [14:18:30.154535] Epoch: [313] [2720/2904] eta: 0:02:18 lr: 0.001709 loss: 0.1821 (0.1907) loss_rec_all: 0.2085 (0.2166) loss_rec_sfr: 0.2594 (0.2790) loss_cl: -0.2785 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [14:18:45.061781] Epoch: [313] [2740/2904] eta: 0:02:03 lr: 0.001709 loss: 0.1794 (0.1907) loss_rec_all: 0.2059 (0.2166) loss_rec_sfr: 0.2643 (0.2792) loss_cl: -0.2789 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [14:18:59.963559] Epoch: [313] [2760/2904] eta: 0:01:48 lr: 0.001709 loss: 0.1821 (0.1907) loss_rec_all: 0.2081 (0.2166) loss_rec_sfr: 0.2612 (0.2792) loss_cl: -0.2789 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [14:19:14.870204] Epoch: [313] [2780/2904] eta: 0:01:33 lr: 0.001709 loss: 0.1771 (0.1907) loss_rec_all: 0.2032 (0.2166) loss_rec_sfr: 0.2548 (0.2790) loss_cl: -0.2793 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [14:19:29.780320] Epoch: [313] [2800/2904] eta: 0:01:18 lr: 0.001709 loss: 0.1825 (0.1907) loss_rec_all: 0.2086 (0.2166) loss_rec_sfr: 0.2661 (0.2791) loss_cl: -0.2792 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [14:19:44.688772] Epoch: [313] [2820/2904] eta: 0:01:03 lr: 0.001709 loss: 0.1874 (0.1908) loss_rec_all: 0.2134 (0.2167) loss_rec_sfr: 0.2748 (0.2795) loss_cl: -0.2777 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [14:19:59.620932] Epoch: [313] [2840/2904] eta: 0:00:48 lr: 0.001709 loss: 0.1769 (0.1908) loss_rec_all: 0.2032 (0.2167) loss_rec_sfr: 0.2623 (0.2794) loss_cl: -0.2781 (-0.2788) time: 0.7466 data: 0.0023 max mem: 29860 [14:20:14.513166] Epoch: [313] [2860/2904] eta: 0:00:33 lr: 0.001709 loss: 0.1826 (0.1908) loss_rec_all: 0.2086 (0.2167) loss_rec_sfr: 0.2625 (0.2796) loss_cl: -0.2787 (-0.2788) time: 0.7446 data: 0.0001 max mem: 29860 [14:20:29.399473] Epoch: [313] [2880/2904] eta: 0:00:18 lr: 0.001709 loss: 0.1792 (0.1909) loss_rec_all: 0.2056 (0.2168) loss_rec_sfr: 0.2207 (0.2797) loss_cl: -0.2796 (-0.2788) time: 0.7443 data: 0.0001 max mem: 29860 [14:20:44.286314] Epoch: [313] [2900/2904] eta: 0:00:03 lr: 0.001709 loss: 0.1774 (0.1909) loss_rec_all: 0.2040 (0.2168) loss_rec_sfr: 0.2587 (0.2798) loss_cl: -0.2794 (-0.2788) time: 0.7443 data: 0.0001 max mem: 29860 [14:20:46.526404] Epoch: [313] [2903/2904] eta: 0:00:00 lr: 0.001709 loss: 0.1768 (0.1909) loss_rec_all: 0.2034 (0.2168) loss_rec_sfr: 0.2564 (0.2797) loss_cl: -0.2794 (-0.2788) time: 0.7444 data: 0.0001 max mem: 29860 [14:20:48.621665] Epoch: [313] Total time: 0:36:26 (0.7530 s / it) [14:20:48.622868] Averaged stats: lr: 0.001709 loss: 0.1768 (0.1926) loss_rec_all: 0.2034 (0.2162) loss_rec_sfr: 0.2564 (0.2781) loss_cl: -0.2794 (-0.2556) [14:20:48.627926] log_dir: ./checkpoint/VF2_ViT-B [14:21:05.236969] Epoch: [314] [ 0/2904] eta: 13:23:50 lr: 0.001709 loss: 0.2395 (0.2395) loss_rec_all: 0.2643 (0.2643) loss_rec_sfr: 0.4518 (0.4518) loss_cl: -0.2796 (-0.2796) time: 16.6082 data: 14.8451 max mem: 29860 [14:21:21.488782] Epoch: [314] [ 20/2904] eta: 1:15:12 lr: 0.001709 loss: 0.1838 (0.1938) loss_rec_all: 0.2097 (0.2197) loss_rec_sfr: 0.2634 (0.2901) loss_cl: -0.2797 (-0.2794) time: 0.8125 data: 0.0111 max mem: 29860 [14:21:36.358845] Epoch: [314] [ 40/2904] eta: 0:55:33 lr: 0.001709 loss: 0.1842 (0.1960) loss_rec_all: 0.2104 (0.2219) loss_rec_sfr: 0.2577 (0.2957) loss_cl: -0.2786 (-0.2790) time: 0.7435 data: 0.0002 max mem: 29860 [14:21:51.233861] Epoch: [314] [ 60/2904] eta: 0:48:38 lr: 0.001709 loss: 0.1780 (0.1955) loss_rec_all: 0.2043 (0.2213) loss_rec_sfr: 0.2578 (0.2973) loss_cl: -0.2784 (-0.2788) time: 0.7437 data: 0.0002 max mem: 29860 [14:22:06.139173] Epoch: [314] [ 80/2904] eta: 0:45:02 lr: 0.001709 loss: 0.1803 (0.1936) loss_rec_all: 0.2062 (0.2194) loss_rec_sfr: 0.2680 (0.2911) loss_cl: -0.2794 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [14:22:21.069485] Epoch: [314] [ 100/2904] eta: 0:42:46 lr: 0.001709 loss: 0.1776 (0.1926) loss_rec_all: 0.2042 (0.2185) loss_rec_sfr: 0.2607 (0.2881) loss_cl: -0.2800 (-0.2791) time: 0.7465 data: 0.0002 max mem: 29860 [14:22:35.985812] Epoch: [314] [ 120/2904] eta: 0:41:09 lr: 0.001709 loss: 0.1764 (0.1906) loss_rec_all: 0.2027 (0.2165) loss_rec_sfr: 0.1971 (0.2783) loss_cl: -0.2781 (-0.2790) time: 0.7458 data: 0.0002 max mem: 29860 [14:22:50.891814] Epoch: [314] [ 140/2904] eta: 0:39:56 lr: 0.001709 loss: 0.1798 (0.1913) loss_rec_all: 0.2057 (0.2172) loss_rec_sfr: 0.2649 (0.2821) loss_cl: -0.2788 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [14:23:05.806126] Epoch: [314] [ 160/2904] eta: 0:38:57 lr: 0.001709 loss: 0.1784 (0.1905) loss_rec_all: 0.2044 (0.2164) loss_rec_sfr: 0.2599 (0.2797) loss_cl: -0.2791 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [14:23:20.725657] Epoch: [314] [ 180/2904] eta: 0:38:08 lr: 0.001709 loss: 0.1766 (0.1907) loss_rec_all: 0.2032 (0.2166) loss_rec_sfr: 0.2686 (0.2810) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [14:23:35.661145] Epoch: [314] [ 200/2904] eta: 0:37:26 lr: 0.001709 loss: 0.1785 (0.1905) loss_rec_all: 0.2047 (0.2165) loss_rec_sfr: 0.2528 (0.2804) loss_cl: -0.2798 (-0.2789) time: 0.7467 data: 0.0002 max mem: 29860 [14:23:50.574545] Epoch: [314] [ 220/2904] eta: 0:36:49 lr: 0.001709 loss: 0.1776 (0.1903) loss_rec_all: 0.2039 (0.2162) loss_rec_sfr: 0.2339 (0.2786) loss_cl: -0.2790 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [14:24:05.498411] Epoch: [314] [ 240/2904] eta: 0:36:16 lr: 0.001709 loss: 0.1802 (0.1907) loss_rec_all: 0.2064 (0.2166) loss_rec_sfr: 0.2588 (0.2801) loss_cl: -0.2789 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [14:24:20.419802] Epoch: [314] [ 260/2904] eta: 0:35:45 lr: 0.001709 loss: 0.1782 (0.1904) loss_rec_all: 0.2048 (0.2163) loss_rec_sfr: 0.2619 (0.2797) loss_cl: -0.2807 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [14:24:35.326540] Epoch: [314] [ 280/2904] eta: 0:35:16 lr: 0.001709 loss: 0.1800 (0.1904) loss_rec_all: 0.2066 (0.2164) loss_rec_sfr: 0.2666 (0.2803) loss_cl: -0.2806 (-0.2790) time: 0.7453 data: 0.0002 max mem: 29860 [14:24:50.229802] Epoch: [314] [ 300/2904] eta: 0:34:50 lr: 0.001709 loss: 0.1784 (0.1901) loss_rec_all: 0.2043 (0.2160) loss_rec_sfr: 0.2565 (0.2798) loss_cl: -0.2797 (-0.2790) time: 0.7451 data: 0.0002 max mem: 29860 [14:25:05.161046] Epoch: [314] [ 320/2904] eta: 0:34:24 lr: 0.001709 loss: 0.1765 (0.1899) loss_rec_all: 0.2030 (0.2159) loss_rec_sfr: 0.2631 (0.2792) loss_cl: -0.2791 (-0.2790) time: 0.7465 data: 0.0002 max mem: 29860 [14:25:20.072682] Epoch: [314] [ 340/2904] eta: 0:34:00 lr: 0.001709 loss: 0.1781 (0.1894) loss_rec_all: 0.2048 (0.2154) loss_rec_sfr: 0.2166 (0.2768) loss_cl: -0.2813 (-0.2790) time: 0.7455 data: 0.0002 max mem: 29860 [14:25:34.991914] Epoch: [314] [ 360/2904] eta: 0:33:37 lr: 0.001709 loss: 0.1794 (0.1892) loss_rec_all: 0.2058 (0.2152) loss_rec_sfr: 0.2621 (0.2762) loss_cl: -0.2814 (-0.2791) time: 0.7459 data: 0.0002 max mem: 29860 [14:25:49.898844] Epoch: [314] [ 380/2904] eta: 0:33:15 lr: 0.001709 loss: 0.1756 (0.1888) loss_rec_all: 0.2022 (0.2148) loss_rec_sfr: 0.2214 (0.2742) loss_cl: -0.2819 (-0.2791) time: 0.7453 data: 0.0002 max mem: 29860 [14:26:04.818061] Epoch: [314] [ 400/2904] eta: 0:32:54 lr: 0.001709 loss: 0.1791 (0.1885) loss_rec_all: 0.2058 (0.2145) loss_rec_sfr: 0.2501 (0.2729) loss_cl: -0.2818 (-0.2791) time: 0.7459 data: 0.0002 max mem: 29860 [14:26:19.742418] Epoch: [314] [ 420/2904] eta: 0:32:33 lr: 0.001708 loss: 0.1790 (0.1880) loss_rec_all: 0.2056 (0.2141) loss_rec_sfr: 0.2601 (0.2714) loss_cl: -0.2845 (-0.2793) time: 0.7462 data: 0.0002 max mem: 29860 [14:26:34.669936] Epoch: [314] [ 440/2904] eta: 0:32:13 lr: 0.001708 loss: 0.1798 (0.1879) loss_rec_all: 0.2055 (0.2140) loss_rec_sfr: 0.2639 (0.2713) loss_cl: -0.2815 (-0.2793) time: 0.7463 data: 0.0002 max mem: 29860 [14:26:49.585766] Epoch: [314] [ 460/2904] eta: 0:31:53 lr: 0.001708 loss: 0.1797 (0.1880) loss_rec_all: 0.2056 (0.2140) loss_rec_sfr: 0.2586 (0.2716) loss_cl: -0.2804 (-0.2791) time: 0.7458 data: 0.0002 max mem: 29860 [14:27:04.519914] Epoch: [314] [ 480/2904] eta: 0:31:34 lr: 0.001708 loss: 0.1790 (0.1882) loss_rec_all: 0.2052 (0.2142) loss_rec_sfr: 0.2667 (0.2724) loss_cl: -0.2852 (-0.2792) time: 0.7467 data: 0.0002 max mem: 29860 [14:27:19.434440] Epoch: [314] [ 500/2904] eta: 0:31:15 lr: 0.001708 loss: 0.1804 (0.1882) loss_rec_all: 0.2068 (0.2142) loss_rec_sfr: 0.2538 (0.2721) loss_cl: -0.2785 (-0.2791) time: 0.7457 data: 0.0002 max mem: 29860 [14:27:34.350062] Epoch: [314] [ 520/2904] eta: 0:30:56 lr: 0.001708 loss: 0.1818 (0.1884) loss_rec_all: 0.2081 (0.2144) loss_rec_sfr: 0.2601 (0.2729) loss_cl: -0.2810 (-0.2791) time: 0.7457 data: 0.0002 max mem: 29860 [14:27:49.289076] Epoch: [314] [ 540/2904] eta: 0:30:38 lr: 0.001708 loss: 0.1809 (0.1885) loss_rec_all: 0.2075 (0.2145) loss_rec_sfr: 0.2597 (0.2730) loss_cl: -0.2827 (-0.2791) time: 0.7469 data: 0.0002 max mem: 29860 [14:28:04.209417] Epoch: [314] [ 560/2904] eta: 0:30:19 lr: 0.001708 loss: 0.1825 (0.1889) loss_rec_all: 0.2089 (0.2149) loss_rec_sfr: 0.2567 (0.2741) loss_cl: -0.2802 (-0.2791) time: 0.7460 data: 0.0002 max mem: 29860 [14:28:19.119946] Epoch: [314] [ 580/2904] eta: 0:30:01 lr: 0.001708 loss: 0.1828 (0.1891) loss_rec_all: 0.2088 (0.2151) loss_rec_sfr: 0.2640 (0.2748) loss_cl: -0.2795 (-0.2791) time: 0.7455 data: 0.0002 max mem: 29860 [14:28:34.030160] Epoch: [314] [ 600/2904] eta: 0:29:44 lr: 0.001708 loss: 0.1797 (0.1889) loss_rec_all: 0.2059 (0.2149) loss_rec_sfr: 0.2531 (0.2741) loss_cl: -0.2808 (-0.2791) time: 0.7455 data: 0.0002 max mem: 29860 [14:28:48.934061] Epoch: [314] [ 620/2904] eta: 0:29:26 lr: 0.001708 loss: 0.1828 (0.1893) loss_rec_all: 0.2089 (0.2153) loss_rec_sfr: 0.2710 (0.2755) loss_cl: -0.2785 (-0.2791) time: 0.7452 data: 0.0002 max mem: 29860 [14:29:03.845811] Epoch: [314] [ 640/2904] eta: 0:29:08 lr: 0.001708 loss: 0.1861 (0.1895) loss_rec_all: 0.2119 (0.2155) loss_rec_sfr: 0.2589 (0.2761) loss_cl: -0.2772 (-0.2790) time: 0.7455 data: 0.0002 max mem: 29860 [14:29:18.760583] Epoch: [314] [ 660/2904] eta: 0:28:51 lr: 0.001708 loss: 0.1822 (0.1895) loss_rec_all: 0.2078 (0.2155) loss_rec_sfr: 0.2514 (0.2762) loss_cl: -0.2774 (-0.2790) time: 0.7457 data: 0.0002 max mem: 29860 [14:29:33.681330] Epoch: [314] [ 680/2904] eta: 0:28:34 lr: 0.001708 loss: 0.1760 (0.1894) loss_rec_all: 0.2021 (0.2154) loss_rec_sfr: 0.2176 (0.2758) loss_cl: -0.2792 (-0.2790) time: 0.7460 data: 0.0002 max mem: 29860 [14:29:48.600311] Epoch: [314] [ 700/2904] eta: 0:28:17 lr: 0.001708 loss: 0.1825 (0.1895) loss_rec_all: 0.2089 (0.2155) loss_rec_sfr: 0.2618 (0.2759) loss_cl: -0.2805 (-0.2790) time: 0.7459 data: 0.0002 max mem: 29860 [14:30:03.523556] Epoch: [314] [ 720/2904] eta: 0:28:00 lr: 0.001708 loss: 0.1852 (0.1893) loss_rec_all: 0.2111 (0.2153) loss_rec_sfr: 0.2576 (0.2754) loss_cl: -0.2794 (-0.2790) time: 0.7461 data: 0.0002 max mem: 29860 [14:30:18.441490] Epoch: [314] [ 740/2904] eta: 0:27:43 lr: 0.001708 loss: 0.1842 (0.1894) loss_rec_all: 0.2102 (0.2154) loss_rec_sfr: 0.2597 (0.2756) loss_cl: -0.2784 (-0.2790) time: 0.7459 data: 0.0002 max mem: 29860 [14:30:33.356031] Epoch: [314] [ 760/2904] eta: 0:27:27 lr: 0.001708 loss: 0.1829 (0.1895) loss_rec_all: 0.2084 (0.2154) loss_rec_sfr: 0.2619 (0.2757) loss_cl: -0.2778 (-0.2790) time: 0.7457 data: 0.0002 max mem: 29860 [14:30:48.270016] Epoch: [314] [ 780/2904] eta: 0:27:10 lr: 0.001708 loss: 0.1783 (0.1893) loss_rec_all: 0.2043 (0.2153) loss_rec_sfr: 0.2593 (0.2752) loss_cl: -0.2791 (-0.2790) time: 0.7457 data: 0.0002 max mem: 29860 [14:31:03.183509] Epoch: [314] [ 800/2904] eta: 0:26:54 lr: 0.001708 loss: 0.1856 (0.1894) loss_rec_all: 0.2116 (0.2154) loss_rec_sfr: 0.2663 (0.2756) loss_cl: -0.2791 (-0.2790) time: 0.7456 data: 0.0002 max mem: 29860 [14:31:18.096602] Epoch: [314] [ 820/2904] eta: 0:26:37 lr: 0.001708 loss: 0.1785 (0.1893) loss_rec_all: 0.2044 (0.2152) loss_rec_sfr: 0.2265 (0.2750) loss_cl: -0.2793 (-0.2790) time: 0.7456 data: 0.0002 max mem: 29860 [14:31:33.020192] Epoch: [314] [ 840/2904] eta: 0:26:21 lr: 0.001708 loss: 0.1784 (0.1890) loss_rec_all: 0.2047 (0.2150) loss_rec_sfr: 0.2520 (0.2741) loss_cl: -0.2790 (-0.2790) time: 0.7461 data: 0.0002 max mem: 29860 [14:31:47.947375] Epoch: [314] [ 860/2904] eta: 0:26:05 lr: 0.001708 loss: 0.1848 (0.1891) loss_rec_all: 0.2110 (0.2151) loss_rec_sfr: 0.2627 (0.2745) loss_cl: -0.2796 (-0.2790) time: 0.7463 data: 0.0002 max mem: 29860 [14:32:02.867092] Epoch: [314] [ 880/2904] eta: 0:25:48 lr: 0.001708 loss: 0.1807 (0.1893) loss_rec_all: 0.2066 (0.2153) loss_rec_sfr: 0.2636 (0.2751) loss_cl: -0.2791 (-0.2790) time: 0.7459 data: 0.0002 max mem: 29860 [14:32:17.785919] Epoch: [314] [ 900/2904] eta: 0:25:32 lr: 0.001708 loss: 0.1796 (0.1893) loss_rec_all: 0.2062 (0.2153) loss_rec_sfr: 0.2566 (0.2751) loss_cl: -0.2792 (-0.2790) time: 0.7459 data: 0.0002 max mem: 29860 [14:32:32.704320] Epoch: [314] [ 920/2904] eta: 0:25:16 lr: 0.001708 loss: 0.1772 (0.1892) loss_rec_all: 0.2033 (0.2152) loss_rec_sfr: 0.2620 (0.2748) loss_cl: -0.2791 (-0.2790) time: 0.7459 data: 0.0002 max mem: 29860 [14:32:47.625854] Epoch: [314] [ 940/2904] eta: 0:25:00 lr: 0.001708 loss: 0.1857 (0.1894) loss_rec_all: 0.2119 (0.2154) loss_rec_sfr: 0.2663 (0.2757) loss_cl: -0.2786 (-0.2790) time: 0.7460 data: 0.0002 max mem: 29860 [14:33:02.544458] Epoch: [314] [ 960/2904] eta: 0:24:44 lr: 0.001708 loss: 0.1820 (0.1896) loss_rec_all: 0.2082 (0.2155) loss_rec_sfr: 0.2674 (0.2764) loss_cl: -0.2787 (-0.2790) time: 0.7459 data: 0.0002 max mem: 29860 [14:33:17.456943] Epoch: [314] [ 980/2904] eta: 0:24:28 lr: 0.001708 loss: 0.1780 (0.1895) loss_rec_all: 0.2038 (0.2155) loss_rec_sfr: 0.2579 (0.2763) loss_cl: -0.2784 (-0.2790) time: 0.7456 data: 0.0002 max mem: 29860 [14:33:32.377309] Epoch: [314] [1000/2904] eta: 0:24:12 lr: 0.001708 loss: 0.1773 (0.1895) loss_rec_all: 0.2035 (0.2155) loss_rec_sfr: 0.2691 (0.2765) loss_cl: -0.2792 (-0.2790) time: 0.7460 data: 0.0002 max mem: 29860 [14:33:47.295814] Epoch: [314] [1020/2904] eta: 0:23:56 lr: 0.001708 loss: 0.1795 (0.1894) loss_rec_all: 0.2061 (0.2154) loss_rec_sfr: 0.2583 (0.2762) loss_cl: -0.2792 (-0.2790) time: 0.7459 data: 0.0002 max mem: 29860 [14:34:02.219919] Epoch: [314] [1040/2904] eta: 0:23:40 lr: 0.001708 loss: 0.1811 (0.1896) loss_rec_all: 0.2073 (0.2155) loss_rec_sfr: 0.2694 (0.2767) loss_cl: -0.2797 (-0.2790) time: 0.7462 data: 0.0002 max mem: 29860 [14:34:17.143063] Epoch: [314] [1060/2904] eta: 0:23:25 lr: 0.001707 loss: 0.1773 (0.1894) loss_rec_all: 0.2033 (0.2154) loss_rec_sfr: 0.2583 (0.2763) loss_cl: -0.2800 (-0.2790) time: 0.7461 data: 0.0002 max mem: 29860 [14:34:32.061082] Epoch: [314] [1080/2904] eta: 0:23:09 lr: 0.001707 loss: 0.1819 (0.1894) loss_rec_all: 0.2082 (0.2154) loss_rec_sfr: 0.2565 (0.2761) loss_cl: -0.2792 (-0.2790) time: 0.7459 data: 0.0002 max mem: 29860 [14:34:46.978982] Epoch: [314] [1100/2904] eta: 0:22:53 lr: 0.001707 loss: 0.1768 (0.1893) loss_rec_all: 0.2031 (0.2153) loss_rec_sfr: 0.2577 (0.2760) loss_cl: -0.2780 (-0.2790) time: 0.7459 data: 0.0002 max mem: 29860 [14:35:01.899032] Epoch: [314] [1120/2904] eta: 0:22:37 lr: 0.001707 loss: 0.1789 (0.1892) loss_rec_all: 0.2051 (0.2152) loss_rec_sfr: 0.2283 (0.2755) loss_cl: -0.2785 (-0.2790) time: 0.7460 data: 0.0002 max mem: 29860 [14:35:16.827491] Epoch: [314] [1140/2904] eta: 0:22:22 lr: 0.001707 loss: 0.1761 (0.1890) loss_rec_all: 0.2025 (0.2150) loss_rec_sfr: 0.2431 (0.2748) loss_cl: -0.2799 (-0.2790) time: 0.7464 data: 0.0002 max mem: 29860 [14:35:31.763164] Epoch: [314] [1160/2904] eta: 0:22:06 lr: 0.001707 loss: 0.1807 (0.1889) loss_rec_all: 0.2071 (0.2149) loss_rec_sfr: 0.2587 (0.2744) loss_cl: -0.2800 (-0.2790) time: 0.7467 data: 0.0002 max mem: 29860 [14:35:46.683790] Epoch: [314] [1180/2904] eta: 0:21:50 lr: 0.001707 loss: 0.1809 (0.1890) loss_rec_all: 0.2068 (0.2150) loss_rec_sfr: 0.2630 (0.2749) loss_cl: -0.2791 (-0.2790) time: 0.7460 data: 0.0002 max mem: 29860 [14:36:01.603843] Epoch: [314] [1200/2904] eta: 0:21:35 lr: 0.001707 loss: 0.1853 (0.1891) loss_rec_all: 0.2112 (0.2151) loss_rec_sfr: 0.2650 (0.2751) loss_cl: -0.2791 (-0.2790) time: 0.7460 data: 0.0002 max mem: 29860 [14:36:16.522836] Epoch: [314] [1220/2904] eta: 0:21:19 lr: 0.001707 loss: 0.1808 (0.1891) loss_rec_all: 0.2070 (0.2150) loss_rec_sfr: 0.2294 (0.2748) loss_cl: -0.2803 (-0.2790) time: 0.7459 data: 0.0002 max mem: 29860 [14:36:31.437672] Epoch: [314] [1240/2904] eta: 0:21:04 lr: 0.001707 loss: 0.1814 (0.1892) loss_rec_all: 0.2076 (0.2151) loss_rec_sfr: 0.2637 (0.2753) loss_cl: -0.2802 (-0.2790) time: 0.7457 data: 0.0002 max mem: 29860 [14:36:46.346825] Epoch: [314] [1260/2904] eta: 0:20:48 lr: 0.001707 loss: 0.1853 (0.1892) loss_rec_all: 0.2114 (0.2152) loss_rec_sfr: 0.2597 (0.2756) loss_cl: -0.2790 (-0.2790) time: 0.7454 data: 0.0002 max mem: 29860 [14:37:01.255656] Epoch: [314] [1280/2904] eta: 0:20:32 lr: 0.001707 loss: 0.1799 (0.1892) loss_rec_all: 0.2060 (0.2152) loss_rec_sfr: 0.2669 (0.2755) loss_cl: -0.2792 (-0.2790) time: 0.7454 data: 0.0002 max mem: 29860 [14:37:16.166974] Epoch: [314] [1300/2904] eta: 0:20:17 lr: 0.001707 loss: 0.1820 (0.1891) loss_rec_all: 0.2081 (0.2151) loss_rec_sfr: 0.2567 (0.2752) loss_cl: -0.2804 (-0.2790) time: 0.7455 data: 0.0002 max mem: 29860 [14:37:31.080829] Epoch: [314] [1320/2904] eta: 0:20:01 lr: 0.001707 loss: 0.1787 (0.1891) loss_rec_all: 0.2047 (0.2151) loss_rec_sfr: 0.2542 (0.2751) loss_cl: -0.2797 (-0.2790) time: 0.7456 data: 0.0002 max mem: 29860 [14:37:45.996265] Epoch: [314] [1340/2904] eta: 0:19:46 lr: 0.001707 loss: 0.1805 (0.1892) loss_rec_all: 0.2066 (0.2152) loss_rec_sfr: 0.2619 (0.2755) loss_cl: -0.2790 (-0.2790) time: 0.7457 data: 0.0002 max mem: 29860 [14:38:00.914852] Epoch: [314] [1360/2904] eta: 0:19:31 lr: 0.001707 loss: 0.1800 (0.1893) loss_rec_all: 0.2063 (0.2152) loss_rec_sfr: 0.2611 (0.2756) loss_cl: -0.2779 (-0.2790) time: 0.7459 data: 0.0002 max mem: 29860 [14:38:15.845061] Epoch: [314] [1380/2904] eta: 0:19:15 lr: 0.001707 loss: 0.1816 (0.1892) loss_rec_all: 0.2074 (0.2152) loss_rec_sfr: 0.2550 (0.2755) loss_cl: -0.2791 (-0.2790) time: 0.7465 data: 0.0002 max mem: 29860 [14:38:30.762720] Epoch: [314] [1400/2904] eta: 0:19:00 lr: 0.001707 loss: 0.1867 (0.1894) loss_rec_all: 0.2125 (0.2153) loss_rec_sfr: 0.2632 (0.2758) loss_cl: -0.2785 (-0.2790) time: 0.7458 data: 0.0002 max mem: 29860 [14:38:45.690105] Epoch: [314] [1420/2904] eta: 0:18:44 lr: 0.001707 loss: 0.1855 (0.1894) loss_rec_all: 0.2114 (0.2153) loss_rec_sfr: 0.2623 (0.2758) loss_cl: -0.2790 (-0.2790) time: 0.7463 data: 0.0002 max mem: 29860 [14:39:00.616691] Epoch: [314] [1440/2904] eta: 0:18:29 lr: 0.001707 loss: 0.1818 (0.1894) loss_rec_all: 0.2077 (0.2154) loss_rec_sfr: 0.2561 (0.2758) loss_cl: -0.2798 (-0.2790) time: 0.7463 data: 0.0002 max mem: 29860 [14:39:15.541456] Epoch: [314] [1460/2904] eta: 0:18:13 lr: 0.001707 loss: 0.1790 (0.1894) loss_rec_all: 0.2050 (0.2154) loss_rec_sfr: 0.2600 (0.2760) loss_cl: -0.2798 (-0.2790) time: 0.7462 data: 0.0002 max mem: 29860 [14:39:30.467235] Epoch: [314] [1480/2904] eta: 0:17:58 lr: 0.001707 loss: 0.1816 (0.1896) loss_rec_all: 0.2081 (0.2155) loss_rec_sfr: 0.2589 (0.2763) loss_cl: -0.2784 (-0.2790) time: 0.7462 data: 0.0002 max mem: 29860 [14:39:45.392730] Epoch: [314] [1500/2904] eta: 0:17:43 lr: 0.001707 loss: 0.1862 (0.1897) loss_rec_all: 0.2126 (0.2157) loss_rec_sfr: 0.2651 (0.2766) loss_cl: -0.2792 (-0.2790) time: 0.7462 data: 0.0002 max mem: 29860 [14:40:00.319236] Epoch: [314] [1520/2904] eta: 0:17:27 lr: 0.001707 loss: 0.1803 (0.1897) loss_rec_all: 0.2063 (0.2157) loss_rec_sfr: 0.2632 (0.2768) loss_cl: -0.2793 (-0.2790) time: 0.7463 data: 0.0002 max mem: 29860 [14:40:15.247087] Epoch: [314] [1540/2904] eta: 0:17:12 lr: 0.001707 loss: 0.1846 (0.1898) loss_rec_all: 0.2107 (0.2157) loss_rec_sfr: 0.2620 (0.2769) loss_cl: -0.2785 (-0.2790) time: 0.7463 data: 0.0002 max mem: 29860 [14:40:30.165489] Epoch: [314] [1560/2904] eta: 0:16:57 lr: 0.001707 loss: 0.1808 (0.1898) loss_rec_all: 0.2067 (0.2157) loss_rec_sfr: 0.2689 (0.2770) loss_cl: -0.2784 (-0.2790) time: 0.7459 data: 0.0002 max mem: 29860 [14:40:45.096185] Epoch: [314] [1580/2904] eta: 0:16:41 lr: 0.001707 loss: 0.1785 (0.1898) loss_rec_all: 0.2045 (0.2157) loss_rec_sfr: 0.2529 (0.2769) loss_cl: -0.2793 (-0.2790) time: 0.7465 data: 0.0002 max mem: 29860 [14:41:00.015163] Epoch: [314] [1600/2904] eta: 0:16:26 lr: 0.001707 loss: 0.1851 (0.1898) loss_rec_all: 0.2114 (0.2158) loss_rec_sfr: 0.2632 (0.2771) loss_cl: -0.2799 (-0.2790) time: 0.7459 data: 0.0002 max mem: 29860 [14:41:14.928389] Epoch: [314] [1620/2904] eta: 0:16:11 lr: 0.001707 loss: 0.1842 (0.1898) loss_rec_all: 0.2099 (0.2158) loss_rec_sfr: 0.2596 (0.2772) loss_cl: -0.2786 (-0.2790) time: 0.7456 data: 0.0002 max mem: 29860 [14:41:29.850106] Epoch: [314] [1640/2904] eta: 0:15:56 lr: 0.001707 loss: 0.1850 (0.1899) loss_rec_all: 0.2111 (0.2159) loss_rec_sfr: 0.2551 (0.2773) loss_cl: -0.2783 (-0.2790) time: 0.7460 data: 0.0002 max mem: 29860 [14:41:44.770029] Epoch: [314] [1660/2904] eta: 0:15:40 lr: 0.001707 loss: 0.1782 (0.1898) loss_rec_all: 0.2046 (0.2158) loss_rec_sfr: 0.2580 (0.2770) loss_cl: -0.2777 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [14:41:59.699611] Epoch: [314] [1680/2904] eta: 0:15:25 lr: 0.001707 loss: 0.1792 (0.1897) loss_rec_all: 0.2052 (0.2157) loss_rec_sfr: 0.2613 (0.2768) loss_cl: -0.2783 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [14:42:14.626582] Epoch: [314] [1700/2904] eta: 0:15:10 lr: 0.001707 loss: 0.1847 (0.1898) loss_rec_all: 0.2109 (0.2157) loss_rec_sfr: 0.2573 (0.2768) loss_cl: -0.2790 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [14:42:29.549179] Epoch: [314] [1720/2904] eta: 0:14:54 lr: 0.001706 loss: 0.1766 (0.1898) loss_rec_all: 0.2029 (0.2157) loss_rec_sfr: 0.2581 (0.2769) loss_cl: -0.2797 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [14:42:44.469916] Epoch: [314] [1740/2904] eta: 0:14:39 lr: 0.001706 loss: 0.1776 (0.1897) loss_rec_all: 0.2037 (0.2157) loss_rec_sfr: 0.2589 (0.2768) loss_cl: -0.2787 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [14:42:59.390510] Epoch: [314] [1760/2904] eta: 0:14:24 lr: 0.001706 loss: 0.1828 (0.1898) loss_rec_all: 0.2088 (0.2157) loss_rec_sfr: 0.2653 (0.2770) loss_cl: -0.2790 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [14:43:14.312829] Epoch: [314] [1780/2904] eta: 0:14:09 lr: 0.001706 loss: 0.1819 (0.1897) loss_rec_all: 0.2078 (0.2157) loss_rec_sfr: 0.2667 (0.2768) loss_cl: -0.2794 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [14:43:29.238348] Epoch: [314] [1800/2904] eta: 0:13:53 lr: 0.001706 loss: 0.1766 (0.1897) loss_rec_all: 0.2029 (0.2156) loss_rec_sfr: 0.2560 (0.2768) loss_cl: -0.2794 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [14:43:44.164346] Epoch: [314] [1820/2904] eta: 0:13:38 lr: 0.001706 loss: 0.1782 (0.1896) loss_rec_all: 0.2042 (0.2156) loss_rec_sfr: 0.2219 (0.2764) loss_cl: -0.2791 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [14:43:59.084475] Epoch: [314] [1840/2904] eta: 0:13:23 lr: 0.001706 loss: 0.1797 (0.1896) loss_rec_all: 0.2059 (0.2156) loss_rec_sfr: 0.2620 (0.2763) loss_cl: -0.2791 (-0.2790) time: 0.7460 data: 0.0002 max mem: 29860 [14:44:14.012483] Epoch: [314] [1860/2904] eta: 0:13:08 lr: 0.001706 loss: 0.1798 (0.1896) loss_rec_all: 0.2058 (0.2156) loss_rec_sfr: 0.2637 (0.2764) loss_cl: -0.2794 (-0.2790) time: 0.7464 data: 0.0002 max mem: 29860 [14:44:28.932296] Epoch: [314] [1880/2904] eta: 0:12:53 lr: 0.001706 loss: 0.1812 (0.1896) loss_rec_all: 0.2073 (0.2155) loss_rec_sfr: 0.2469 (0.2761) loss_cl: -0.2788 (-0.2790) time: 0.7459 data: 0.0002 max mem: 29860 [14:44:43.845626] Epoch: [314] [1900/2904] eta: 0:12:37 lr: 0.001706 loss: 0.1789 (0.1896) loss_rec_all: 0.2049 (0.2156) loss_rec_sfr: 0.2707 (0.2764) loss_cl: -0.2786 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [14:44:58.765056] Epoch: [314] [1920/2904] eta: 0:12:22 lr: 0.001706 loss: 0.1805 (0.1896) loss_rec_all: 0.2064 (0.2155) loss_rec_sfr: 0.2230 (0.2762) loss_cl: -0.2789 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [14:45:13.680850] Epoch: [314] [1940/2904] eta: 0:12:07 lr: 0.001706 loss: 0.1801 (0.1895) loss_rec_all: 0.2063 (0.2155) loss_rec_sfr: 0.2627 (0.2762) loss_cl: -0.2793 (-0.2790) time: 0.7457 data: 0.0002 max mem: 29860 [14:45:28.599450] Epoch: [314] [1960/2904] eta: 0:11:52 lr: 0.001706 loss: 0.1800 (0.1895) loss_rec_all: 0.2065 (0.2155) loss_rec_sfr: 0.2472 (0.2761) loss_cl: -0.2790 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [14:45:43.519608] Epoch: [314] [1980/2904] eta: 0:11:37 lr: 0.001706 loss: 0.1842 (0.1895) loss_rec_all: 0.2103 (0.2155) loss_rec_sfr: 0.2721 (0.2762) loss_cl: -0.2783 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [14:45:58.446937] Epoch: [314] [2000/2904] eta: 0:11:22 lr: 0.001706 loss: 0.1831 (0.1896) loss_rec_all: 0.2091 (0.2155) loss_rec_sfr: 0.2641 (0.2762) loss_cl: -0.2784 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [14:46:13.371450] Epoch: [314] [2020/2904] eta: 0:11:06 lr: 0.001706 loss: 0.1788 (0.1896) loss_rec_all: 0.2052 (0.2156) loss_rec_sfr: 0.2313 (0.2763) loss_cl: -0.2790 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [14:46:28.303200] Epoch: [314] [2040/2904] eta: 0:10:51 lr: 0.001706 loss: 0.1805 (0.1896) loss_rec_all: 0.2068 (0.2155) loss_rec_sfr: 0.2593 (0.2760) loss_cl: -0.2794 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [14:46:43.236781] Epoch: [314] [2060/2904] eta: 0:10:36 lr: 0.001706 loss: 0.1916 (0.1897) loss_rec_all: 0.2177 (0.2156) loss_rec_sfr: 0.2612 (0.2762) loss_cl: -0.2793 (-0.2789) time: 0.7466 data: 0.0002 max mem: 29860 [14:46:58.187796] Epoch: [314] [2080/2904] eta: 0:10:21 lr: 0.001706 loss: 0.1833 (0.1897) loss_rec_all: 0.2097 (0.2157) loss_rec_sfr: 0.2557 (0.2763) loss_cl: -0.2789 (-0.2789) time: 0.7475 data: 0.0002 max mem: 29860 [14:47:13.099747] Epoch: [314] [2100/2904] eta: 0:10:06 lr: 0.001706 loss: 0.1811 (0.1897) loss_rec_all: 0.2071 (0.2157) loss_rec_sfr: 0.2567 (0.2763) loss_cl: -0.2791 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [14:47:28.013965] Epoch: [314] [2120/2904] eta: 0:09:51 lr: 0.001706 loss: 0.1781 (0.1897) loss_rec_all: 0.2044 (0.2157) loss_rec_sfr: 0.2631 (0.2763) loss_cl: -0.2785 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [14:47:42.924495] Epoch: [314] [2140/2904] eta: 0:09:36 lr: 0.001706 loss: 0.1797 (0.1897) loss_rec_all: 0.2057 (0.2157) loss_rec_sfr: 0.2694 (0.2766) loss_cl: -0.2788 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [14:47:57.837351] Epoch: [314] [2160/2904] eta: 0:09:20 lr: 0.001706 loss: 0.1780 (0.1897) loss_rec_all: 0.2043 (0.2157) loss_rec_sfr: 0.2694 (0.2767) loss_cl: -0.2793 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [14:48:12.753279] Epoch: [314] [2180/2904] eta: 0:09:05 lr: 0.001706 loss: 0.1790 (0.1898) loss_rec_all: 0.2050 (0.2157) loss_rec_sfr: 0.2666 (0.2768) loss_cl: -0.2786 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [14:48:27.672856] Epoch: [314] [2200/2904] eta: 0:08:50 lr: 0.001706 loss: 0.1843 (0.1898) loss_rec_all: 0.2101 (0.2158) loss_rec_sfr: 0.2609 (0.2770) loss_cl: -0.2791 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [14:48:42.593640] Epoch: [314] [2220/2904] eta: 0:08:35 lr: 0.001706 loss: 0.1794 (0.1898) loss_rec_all: 0.2055 (0.2157) loss_rec_sfr: 0.2557 (0.2768) loss_cl: -0.2790 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [14:48:57.512517] Epoch: [314] [2240/2904] eta: 0:08:20 lr: 0.001706 loss: 0.1784 (0.1898) loss_rec_all: 0.2047 (0.2158) loss_rec_sfr: 0.2584 (0.2771) loss_cl: -0.2787 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [14:49:12.425031] Epoch: [314] [2260/2904] eta: 0:08:05 lr: 0.001706 loss: 0.1817 (0.1898) loss_rec_all: 0.2077 (0.2158) loss_rec_sfr: 0.2555 (0.2769) loss_cl: -0.2784 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [14:49:27.339790] Epoch: [314] [2280/2904] eta: 0:07:50 lr: 0.001706 loss: 0.1786 (0.1898) loss_rec_all: 0.2045 (0.2157) loss_rec_sfr: 0.2618 (0.2768) loss_cl: -0.2782 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [14:49:42.254101] Epoch: [314] [2300/2904] eta: 0:07:35 lr: 0.001706 loss: 0.1845 (0.1899) loss_rec_all: 0.2104 (0.2158) loss_rec_sfr: 0.2591 (0.2770) loss_cl: -0.2786 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [14:49:57.179734] Epoch: [314] [2320/2904] eta: 0:07:19 lr: 0.001706 loss: 0.1817 (0.1899) loss_rec_all: 0.2079 (0.2158) loss_rec_sfr: 0.2599 (0.2770) loss_cl: -0.2785 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [14:50:12.094677] Epoch: [314] [2340/2904] eta: 0:07:04 lr: 0.001706 loss: 0.1819 (0.1898) loss_rec_all: 0.2077 (0.2158) loss_rec_sfr: 0.2668 (0.2769) loss_cl: -0.2784 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [14:50:27.008954] Epoch: [314] [2360/2904] eta: 0:06:49 lr: 0.001705 loss: 0.1817 (0.1899) loss_rec_all: 0.2077 (0.2158) loss_rec_sfr: 0.2510 (0.2769) loss_cl: -0.2784 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [14:50:41.931034] Epoch: [314] [2380/2904] eta: 0:06:34 lr: 0.001705 loss: 0.1792 (0.1899) loss_rec_all: 0.2052 (0.2158) loss_rec_sfr: 0.2603 (0.2770) loss_cl: -0.2788 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [14:50:56.843113] Epoch: [314] [2400/2904] eta: 0:06:19 lr: 0.001705 loss: 0.1861 (0.1899) loss_rec_all: 0.2122 (0.2159) loss_rec_sfr: 0.2540 (0.2771) loss_cl: -0.2794 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [14:51:11.760285] Epoch: [314] [2420/2904] eta: 0:06:04 lr: 0.001705 loss: 0.1810 (0.1899) loss_rec_all: 0.2073 (0.2158) loss_rec_sfr: 0.2537 (0.2769) loss_cl: -0.2794 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [14:51:26.678977] Epoch: [314] [2440/2904] eta: 0:05:49 lr: 0.001705 loss: 0.1789 (0.1899) loss_rec_all: 0.2051 (0.2158) loss_rec_sfr: 0.2578 (0.2768) loss_cl: -0.2794 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [14:51:41.591482] Epoch: [314] [2460/2904] eta: 0:05:34 lr: 0.001705 loss: 0.1846 (0.1899) loss_rec_all: 0.2108 (0.2159) loss_rec_sfr: 0.2727 (0.2770) loss_cl: -0.2792 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [14:51:56.505776] Epoch: [314] [2480/2904] eta: 0:05:19 lr: 0.001705 loss: 0.1852 (0.1899) loss_rec_all: 0.2114 (0.2159) loss_rec_sfr: 0.2613 (0.2771) loss_cl: -0.2793 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [14:52:11.422532] Epoch: [314] [2500/2904] eta: 0:05:04 lr: 0.001705 loss: 0.1789 (0.1899) loss_rec_all: 0.2049 (0.2159) loss_rec_sfr: 0.2674 (0.2770) loss_cl: -0.2786 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [14:52:26.342149] Epoch: [314] [2520/2904] eta: 0:04:49 lr: 0.001705 loss: 0.1837 (0.1900) loss_rec_all: 0.2096 (0.2159) loss_rec_sfr: 0.2669 (0.2772) loss_cl: -0.2785 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [14:52:41.260283] Epoch: [314] [2540/2904] eta: 0:04:33 lr: 0.001705 loss: 0.1841 (0.1900) loss_rec_all: 0.2099 (0.2159) loss_rec_sfr: 0.2616 (0.2772) loss_cl: -0.2791 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [14:52:56.184271] Epoch: [314] [2560/2904] eta: 0:04:18 lr: 0.001705 loss: 0.1754 (0.1899) loss_rec_all: 0.2017 (0.2159) loss_rec_sfr: 0.2597 (0.2771) loss_cl: -0.2795 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [14:53:11.103904] Epoch: [314] [2580/2904] eta: 0:04:03 lr: 0.001705 loss: 0.1827 (0.1899) loss_rec_all: 0.2085 (0.2159) loss_rec_sfr: 0.2609 (0.2771) loss_cl: -0.2788 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [14:53:26.013161] Epoch: [314] [2600/2904] eta: 0:03:48 lr: 0.001705 loss: 0.1837 (0.1900) loss_rec_all: 0.2096 (0.2159) loss_rec_sfr: 0.2669 (0.2773) loss_cl: -0.2779 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [14:53:40.925040] Epoch: [314] [2620/2904] eta: 0:03:33 lr: 0.001705 loss: 0.1792 (0.1899) loss_rec_all: 0.2055 (0.2159) loss_rec_sfr: 0.2178 (0.2770) loss_cl: -0.2786 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [14:53:55.840950] Epoch: [314] [2640/2904] eta: 0:03:18 lr: 0.001705 loss: 0.1898 (0.1900) loss_rec_all: 0.2157 (0.2159) loss_rec_sfr: 0.2690 (0.2773) loss_cl: -0.2794 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [14:54:10.742593] Epoch: [314] [2660/2904] eta: 0:03:03 lr: 0.001705 loss: 0.1791 (0.1900) loss_rec_all: 0.2053 (0.2159) loss_rec_sfr: 0.2671 (0.2773) loss_cl: -0.2801 (-0.2789) time: 0.7450 data: 0.0002 max mem: 29860 [14:54:25.637496] Epoch: [314] [2680/2904] eta: 0:02:48 lr: 0.001705 loss: 0.1861 (0.1901) loss_rec_all: 0.2120 (0.2160) loss_rec_sfr: 0.2704 (0.2776) loss_cl: -0.2789 (-0.2789) time: 0.7447 data: 0.0002 max mem: 29860 [14:54:40.534117] Epoch: [314] [2700/2904] eta: 0:02:33 lr: 0.001705 loss: 0.1792 (0.1901) loss_rec_all: 0.2055 (0.2160) loss_rec_sfr: 0.2669 (0.2777) loss_cl: -0.2779 (-0.2789) time: 0.7448 data: 0.0002 max mem: 29860 [14:54:55.437762] Epoch: [314] [2720/2904] eta: 0:02:18 lr: 0.001705 loss: 0.1791 (0.1900) loss_rec_all: 0.2057 (0.2160) loss_rec_sfr: 0.2254 (0.2775) loss_cl: -0.2788 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [14:55:10.340495] Epoch: [314] [2740/2904] eta: 0:02:03 lr: 0.001705 loss: 0.1781 (0.1901) loss_rec_all: 0.2038 (0.2160) loss_rec_sfr: 0.2641 (0.2776) loss_cl: -0.2798 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [14:55:25.241210] Epoch: [314] [2760/2904] eta: 0:01:48 lr: 0.001705 loss: 0.1796 (0.1901) loss_rec_all: 0.2059 (0.2160) loss_rec_sfr: 0.2560 (0.2776) loss_cl: -0.2795 (-0.2789) time: 0.7450 data: 0.0002 max mem: 29860 [14:55:40.146979] Epoch: [314] [2780/2904] eta: 0:01:33 lr: 0.001705 loss: 0.1799 (0.1901) loss_rec_all: 0.2061 (0.2160) loss_rec_sfr: 0.2613 (0.2776) loss_cl: -0.2791 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [14:55:55.053266] Epoch: [314] [2800/2904] eta: 0:01:18 lr: 0.001705 loss: 0.1791 (0.1901) loss_rec_all: 0.2049 (0.2160) loss_rec_sfr: 0.2506 (0.2776) loss_cl: -0.2794 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [14:56:09.960051] Epoch: [314] [2820/2904] eta: 0:01:03 lr: 0.001705 loss: 0.1901 (0.1902) loss_rec_all: 0.2161 (0.2161) loss_rec_sfr: 0.2662 (0.2779) loss_cl: -0.2779 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [14:56:24.895674] Epoch: [314] [2840/2904] eta: 0:00:48 lr: 0.001705 loss: 0.1806 (0.1901) loss_rec_all: 0.2065 (0.2161) loss_rec_sfr: 0.2377 (0.2778) loss_cl: -0.2785 (-0.2789) time: 0.7467 data: 0.0023 max mem: 29860 [14:56:39.783871] Epoch: [314] [2860/2904] eta: 0:00:33 lr: 0.001705 loss: 0.1808 (0.1902) loss_rec_all: 0.2070 (0.2161) loss_rec_sfr: 0.2576 (0.2779) loss_cl: -0.2795 (-0.2789) time: 0.7444 data: 0.0001 max mem: 29860 [14:56:54.674691] Epoch: [314] [2880/2904] eta: 0:00:18 lr: 0.001705 loss: 0.1796 (0.1902) loss_rec_all: 0.2055 (0.2161) loss_rec_sfr: 0.2592 (0.2779) loss_cl: -0.2785 (-0.2789) time: 0.7445 data: 0.0001 max mem: 29860 [14:57:09.560223] Epoch: [314] [2900/2904] eta: 0:00:03 lr: 0.001705 loss: 0.1809 (0.1902) loss_rec_all: 0.2069 (0.2161) loss_rec_sfr: 0.2670 (0.2779) loss_cl: -0.2784 (-0.2789) time: 0.7442 data: 0.0001 max mem: 29860 [14:57:11.801439] Epoch: [314] [2903/2904] eta: 0:00:00 lr: 0.001705 loss: 0.1805 (0.1901) loss_rec_all: 0.2063 (0.2161) loss_rec_sfr: 0.2650 (0.2779) loss_cl: -0.2784 (-0.2789) time: 0.7443 data: 0.0001 max mem: 29860 [14:57:13.915363] Epoch: [314] Total time: 0:36:25 (0.7525 s / it) [14:57:13.916224] Averaged stats: lr: 0.001705 loss: 0.1805 (0.1927) loss_rec_all: 0.2063 (0.2163) loss_rec_sfr: 0.2650 (0.2782) loss_cl: -0.2784 (-0.2556) [14:57:13.921415] log_dir: ./checkpoint/VF2_ViT-B [14:57:32.297011] Epoch: [315] [ 0/2904] eta: 14:49:20 lr: 0.001705 loss: 0.2213 (0.2213) loss_rec_all: 0.2463 (0.2463) loss_rec_sfr: 0.4342 (0.4342) loss_cl: -0.2797 (-0.2797) time: 18.3747 data: 17.6431 max mem: 29860 [14:57:47.847308] Epoch: [315] [ 20/2904] eta: 1:17:38 lr: 0.001705 loss: 0.1791 (0.1883) loss_rec_all: 0.2057 (0.2142) loss_rec_sfr: 0.2583 (0.2716) loss_cl: -0.2783 (-0.2784) time: 0.7775 data: 0.0002 max mem: 29860 [14:58:02.721677] Epoch: [315] [ 40/2904] eta: 0:56:48 lr: 0.001705 loss: 0.1790 (0.1880) loss_rec_all: 0.2050 (0.2139) loss_rec_sfr: 0.2629 (0.2780) loss_cl: -0.2783 (-0.2783) time: 0.7437 data: 0.0002 max mem: 29860 [14:58:17.612332] Epoch: [315] [ 60/2904] eta: 0:49:29 lr: 0.001705 loss: 0.1779 (0.1847) loss_rec_all: 0.2041 (0.2107) loss_rec_sfr: 0.2449 (0.2656) loss_cl: -0.2794 (-0.2786) time: 0.7445 data: 0.0002 max mem: 29860 [14:58:32.551834] Epoch: [315] [ 80/2904] eta: 0:45:41 lr: 0.001705 loss: 0.1874 (0.1897) loss_rec_all: 0.2138 (0.2156) loss_rec_sfr: 0.2597 (0.2799) loss_cl: -0.2803 (-0.2790) time: 0.7469 data: 0.0002 max mem: 29860 [14:58:47.462099] Epoch: [315] [ 100/2904] eta: 0:43:16 lr: 0.001704 loss: 0.1793 (0.1895) loss_rec_all: 0.2054 (0.2154) loss_rec_sfr: 0.2628 (0.2812) loss_cl: -0.2795 (-0.2791) time: 0.7455 data: 0.0002 max mem: 29860 [14:59:02.387004] Epoch: [315] [ 120/2904] eta: 0:41:35 lr: 0.001704 loss: 0.1803 (0.1901) loss_rec_all: 0.2058 (0.2160) loss_rec_sfr: 0.2614 (0.2827) loss_cl: -0.2788 (-0.2790) time: 0.7462 data: 0.0002 max mem: 29860 [14:59:17.325366] Epoch: [315] [ 140/2904] eta: 0:40:18 lr: 0.001704 loss: 0.1846 (0.1915) loss_rec_all: 0.2108 (0.2174) loss_rec_sfr: 0.2680 (0.2870) loss_cl: -0.2792 (-0.2790) time: 0.7469 data: 0.0002 max mem: 29860 [14:59:32.260821] Epoch: [315] [ 160/2904] eta: 0:39:17 lr: 0.001704 loss: 0.1824 (0.1918) loss_rec_all: 0.2087 (0.2177) loss_rec_sfr: 0.2600 (0.2869) loss_cl: -0.2786 (-0.2789) time: 0.7467 data: 0.0002 max mem: 29860 [14:59:47.198551] Epoch: [315] [ 180/2904] eta: 0:38:26 lr: 0.001704 loss: 0.1766 (0.1908) loss_rec_all: 0.2026 (0.2167) loss_rec_sfr: 0.2570 (0.2834) loss_cl: -0.2772 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [15:00:02.113954] Epoch: [315] [ 200/2904] eta: 0:37:42 lr: 0.001704 loss: 0.1825 (0.1914) loss_rec_all: 0.2083 (0.2173) loss_rec_sfr: 0.2599 (0.2850) loss_cl: -0.2800 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [15:00:17.044088] Epoch: [315] [ 220/2904] eta: 0:37:03 lr: 0.001704 loss: 0.1835 (0.1921) loss_rec_all: 0.2098 (0.2180) loss_rec_sfr: 0.2658 (0.2875) loss_cl: -0.2792 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [15:00:31.959106] Epoch: [315] [ 240/2904] eta: 0:36:28 lr: 0.001704 loss: 0.1787 (0.1911) loss_rec_all: 0.2045 (0.2170) loss_rec_sfr: 0.2670 (0.2854) loss_cl: -0.2779 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [15:00:46.920369] Epoch: [315] [ 260/2904] eta: 0:35:57 lr: 0.001704 loss: 0.1797 (0.1912) loss_rec_all: 0.2056 (0.2171) loss_rec_sfr: 0.2630 (0.2856) loss_cl: -0.2781 (-0.2788) time: 0.7480 data: 0.0002 max mem: 29860 [15:01:01.839325] Epoch: [315] [ 280/2904] eta: 0:35:28 lr: 0.001704 loss: 0.1785 (0.1904) loss_rec_all: 0.2044 (0.2163) loss_rec_sfr: 0.2583 (0.2829) loss_cl: -0.2779 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [15:01:16.893183] Epoch: [315] [ 300/2904] eta: 0:35:01 lr: 0.001704 loss: 0.1812 (0.1904) loss_rec_all: 0.2075 (0.2163) loss_rec_sfr: 0.2480 (0.2820) loss_cl: -0.2791 (-0.2787) time: 0.7527 data: 0.0002 max mem: 29860 [15:01:31.808572] Epoch: [315] [ 320/2904] eta: 0:34:35 lr: 0.001704 loss: 0.1799 (0.1901) loss_rec_all: 0.2062 (0.2160) loss_rec_sfr: 0.2654 (0.2820) loss_cl: -0.2793 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [15:01:46.741869] Epoch: [315] [ 340/2904] eta: 0:34:11 lr: 0.001704 loss: 0.1776 (0.1897) loss_rec_all: 0.2036 (0.2156) loss_rec_sfr: 0.2260 (0.2796) loss_cl: -0.2796 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [15:02:01.672484] Epoch: [315] [ 360/2904] eta: 0:33:47 lr: 0.001704 loss: 0.1789 (0.1894) loss_rec_all: 0.2050 (0.2153) loss_rec_sfr: 0.2615 (0.2792) loss_cl: -0.2787 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [15:02:16.604573] Epoch: [315] [ 380/2904] eta: 0:33:25 lr: 0.001704 loss: 0.1801 (0.1894) loss_rec_all: 0.2066 (0.2153) loss_rec_sfr: 0.2550 (0.2787) loss_cl: -0.2793 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [15:02:31.521453] Epoch: [315] [ 400/2904] eta: 0:33:03 lr: 0.001704 loss: 0.1813 (0.1895) loss_rec_all: 0.2073 (0.2154) loss_rec_sfr: 0.2482 (0.2789) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [15:02:46.435929] Epoch: [315] [ 420/2904] eta: 0:32:41 lr: 0.001704 loss: 0.1811 (0.1897) loss_rec_all: 0.2078 (0.2156) loss_rec_sfr: 0.2584 (0.2795) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [15:03:01.357000] Epoch: [315] [ 440/2904] eta: 0:32:21 lr: 0.001704 loss: 0.1801 (0.1898) loss_rec_all: 0.2065 (0.2157) loss_rec_sfr: 0.2668 (0.2802) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [15:03:16.273109] Epoch: [315] [ 460/2904] eta: 0:32:00 lr: 0.001704 loss: 0.1780 (0.1896) loss_rec_all: 0.2037 (0.2155) loss_rec_sfr: 0.2627 (0.2795) loss_cl: -0.2771 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [15:03:31.182902] Epoch: [315] [ 480/2904] eta: 0:31:41 lr: 0.001704 loss: 0.1789 (0.1892) loss_rec_all: 0.2048 (0.2152) loss_rec_sfr: 0.2448 (0.2777) loss_cl: -0.2790 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [15:03:46.091936] Epoch: [315] [ 500/2904] eta: 0:31:21 lr: 0.001704 loss: 0.1795 (0.1892) loss_rec_all: 0.2054 (0.2151) loss_rec_sfr: 0.2592 (0.2773) loss_cl: -0.2795 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [15:04:01.000216] Epoch: [315] [ 520/2904] eta: 0:31:02 lr: 0.001704 loss: 0.1774 (0.1892) loss_rec_all: 0.2038 (0.2152) loss_rec_sfr: 0.2326 (0.2768) loss_cl: -0.2798 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [15:04:15.927232] Epoch: [315] [ 540/2904] eta: 0:30:43 lr: 0.001704 loss: 0.1818 (0.1897) loss_rec_all: 0.2083 (0.2156) loss_rec_sfr: 0.2692 (0.2783) loss_cl: -0.2786 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [15:04:30.839338] Epoch: [315] [ 560/2904] eta: 0:30:25 lr: 0.001704 loss: 0.1801 (0.1897) loss_rec_all: 0.2062 (0.2156) loss_rec_sfr: 0.2592 (0.2781) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [15:04:45.781389] Epoch: [315] [ 580/2904] eta: 0:30:07 lr: 0.001704 loss: 0.1801 (0.1896) loss_rec_all: 0.2068 (0.2155) loss_rec_sfr: 0.2560 (0.2780) loss_cl: -0.2788 (-0.2788) time: 0.7471 data: 0.0002 max mem: 29860 [15:05:00.699792] Epoch: [315] [ 600/2904] eta: 0:29:49 lr: 0.001704 loss: 0.1796 (0.1897) loss_rec_all: 0.2055 (0.2157) loss_rec_sfr: 0.2661 (0.2784) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [15:05:15.629721] Epoch: [315] [ 620/2904] eta: 0:29:31 lr: 0.001704 loss: 0.1824 (0.1899) loss_rec_all: 0.2083 (0.2158) loss_rec_sfr: 0.2554 (0.2787) loss_cl: -0.2792 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [15:05:30.534527] Epoch: [315] [ 640/2904] eta: 0:29:13 lr: 0.001704 loss: 0.1771 (0.1896) loss_rec_all: 0.2035 (0.2156) loss_rec_sfr: 0.2601 (0.2779) loss_cl: -0.2795 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [15:05:45.452154] Epoch: [315] [ 660/2904] eta: 0:28:56 lr: 0.001704 loss: 0.1815 (0.1896) loss_rec_all: 0.2078 (0.2155) loss_rec_sfr: 0.2621 (0.2778) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [15:06:00.359860] Epoch: [315] [ 680/2904] eta: 0:28:39 lr: 0.001704 loss: 0.1810 (0.1898) loss_rec_all: 0.2074 (0.2157) loss_rec_sfr: 0.2596 (0.2785) loss_cl: -0.2791 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [15:06:15.298480] Epoch: [315] [ 700/2904] eta: 0:28:22 lr: 0.001704 loss: 0.1811 (0.1899) loss_rec_all: 0.2075 (0.2158) loss_rec_sfr: 0.2613 (0.2788) loss_cl: -0.2787 (-0.2788) time: 0.7469 data: 0.0002 max mem: 29860 [15:06:30.218302] Epoch: [315] [ 720/2904] eta: 0:28:04 lr: 0.001704 loss: 0.1806 (0.1899) loss_rec_all: 0.2067 (0.2158) loss_rec_sfr: 0.2667 (0.2789) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [15:06:45.151212] Epoch: [315] [ 740/2904] eta: 0:27:48 lr: 0.001703 loss: 0.1800 (0.1897) loss_rec_all: 0.2061 (0.2157) loss_rec_sfr: 0.2587 (0.2786) loss_cl: -0.2789 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [15:07:00.070265] Epoch: [315] [ 760/2904] eta: 0:27:31 lr: 0.001703 loss: 0.1773 (0.1896) loss_rec_all: 0.2033 (0.2155) loss_rec_sfr: 0.2576 (0.2781) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [15:07:15.007609] Epoch: [315] [ 780/2904] eta: 0:27:14 lr: 0.001703 loss: 0.1826 (0.1897) loss_rec_all: 0.2082 (0.2156) loss_rec_sfr: 0.2692 (0.2785) loss_cl: -0.2785 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [15:07:29.937488] Epoch: [315] [ 800/2904] eta: 0:26:58 lr: 0.001703 loss: 0.1780 (0.1896) loss_rec_all: 0.2041 (0.2155) loss_rec_sfr: 0.2601 (0.2786) loss_cl: -0.2781 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [15:07:44.859568] Epoch: [315] [ 820/2904] eta: 0:26:41 lr: 0.001703 loss: 0.1847 (0.1897) loss_rec_all: 0.2106 (0.2157) loss_rec_sfr: 0.2637 (0.2788) loss_cl: -0.2784 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [15:07:59.790845] Epoch: [315] [ 840/2904] eta: 0:26:25 lr: 0.001703 loss: 0.1868 (0.1900) loss_rec_all: 0.2129 (0.2159) loss_rec_sfr: 0.2666 (0.2796) loss_cl: -0.2789 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [15:08:14.719003] Epoch: [315] [ 860/2904] eta: 0:26:08 lr: 0.001703 loss: 0.1799 (0.1899) loss_rec_all: 0.2064 (0.2159) loss_rec_sfr: 0.2728 (0.2796) loss_cl: -0.2792 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [15:08:29.644867] Epoch: [315] [ 880/2904] eta: 0:25:52 lr: 0.001703 loss: 0.1826 (0.1901) loss_rec_all: 0.2085 (0.2161) loss_rec_sfr: 0.2708 (0.2801) loss_cl: -0.2789 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [15:08:44.583822] Epoch: [315] [ 900/2904] eta: 0:25:36 lr: 0.001703 loss: 0.1776 (0.1901) loss_rec_all: 0.2040 (0.2160) loss_rec_sfr: 0.2209 (0.2796) loss_cl: -0.2791 (-0.2788) time: 0.7469 data: 0.0002 max mem: 29860 [15:08:59.519419] Epoch: [315] [ 920/2904] eta: 0:25:19 lr: 0.001703 loss: 0.1791 (0.1899) loss_rec_all: 0.2052 (0.2158) loss_rec_sfr: 0.2537 (0.2787) loss_cl: -0.2788 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [15:09:14.456128] Epoch: [315] [ 940/2904] eta: 0:25:03 lr: 0.001703 loss: 0.1776 (0.1899) loss_rec_all: 0.2041 (0.2158) loss_rec_sfr: 0.2636 (0.2788) loss_cl: -0.2793 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [15:09:29.394843] Epoch: [315] [ 960/2904] eta: 0:24:47 lr: 0.001703 loss: 0.1769 (0.1898) loss_rec_all: 0.2032 (0.2157) loss_rec_sfr: 0.2582 (0.2787) loss_cl: -0.2790 (-0.2788) time: 0.7469 data: 0.0002 max mem: 29860 [15:09:44.309309] Epoch: [315] [ 980/2904] eta: 0:24:31 lr: 0.001703 loss: 0.1834 (0.1897) loss_rec_all: 0.2098 (0.2156) loss_rec_sfr: 0.2198 (0.2781) loss_cl: -0.2793 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [15:09:59.240171] Epoch: [315] [1000/2904] eta: 0:24:15 lr: 0.001703 loss: 0.1818 (0.1898) loss_rec_all: 0.2078 (0.2157) loss_rec_sfr: 0.2633 (0.2784) loss_cl: -0.2792 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [15:10:14.168757] Epoch: [315] [1020/2904] eta: 0:23:59 lr: 0.001703 loss: 0.1818 (0.1897) loss_rec_all: 0.2077 (0.2157) loss_rec_sfr: 0.2605 (0.2782) loss_cl: -0.2786 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [15:10:29.095663] Epoch: [315] [1040/2904] eta: 0:23:43 lr: 0.001703 loss: 0.1834 (0.1899) loss_rec_all: 0.2093 (0.2158) loss_rec_sfr: 0.2707 (0.2788) loss_cl: -0.2785 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [15:10:44.025456] Epoch: [315] [1060/2904] eta: 0:23:27 lr: 0.001703 loss: 0.1803 (0.1901) loss_rec_all: 0.2066 (0.2160) loss_rec_sfr: 0.2682 (0.2792) loss_cl: -0.2791 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [15:10:58.947945] Epoch: [315] [1080/2904] eta: 0:23:12 lr: 0.001703 loss: 0.1837 (0.1902) loss_rec_all: 0.2099 (0.2161) loss_rec_sfr: 0.2687 (0.2796) loss_cl: -0.2787 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [15:11:13.872143] Epoch: [315] [1100/2904] eta: 0:22:56 lr: 0.001703 loss: 0.1806 (0.1902) loss_rec_all: 0.2068 (0.2161) loss_rec_sfr: 0.2642 (0.2796) loss_cl: -0.2791 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [15:11:28.802400] Epoch: [315] [1120/2904] eta: 0:22:40 lr: 0.001703 loss: 0.1814 (0.1901) loss_rec_all: 0.2078 (0.2161) loss_rec_sfr: 0.2561 (0.2794) loss_cl: -0.2789 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [15:11:43.720095] Epoch: [315] [1140/2904] eta: 0:22:24 lr: 0.001703 loss: 0.1764 (0.1901) loss_rec_all: 0.2028 (0.2160) loss_rec_sfr: 0.2618 (0.2793) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [15:11:58.643046] Epoch: [315] [1160/2904] eta: 0:22:08 lr: 0.001703 loss: 0.1835 (0.1902) loss_rec_all: 0.2099 (0.2161) loss_rec_sfr: 0.2685 (0.2797) loss_cl: -0.2785 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [15:12:13.572153] Epoch: [315] [1180/2904] eta: 0:21:53 lr: 0.001703 loss: 0.1801 (0.1902) loss_rec_all: 0.2066 (0.2161) loss_rec_sfr: 0.2674 (0.2797) loss_cl: -0.2794 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [15:12:28.496671] Epoch: [315] [1200/2904] eta: 0:21:37 lr: 0.001703 loss: 0.1810 (0.1901) loss_rec_all: 0.2070 (0.2160) loss_rec_sfr: 0.2587 (0.2794) loss_cl: -0.2797 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [15:12:43.412621] Epoch: [315] [1220/2904] eta: 0:21:21 lr: 0.001703 loss: 0.1757 (0.1900) loss_rec_all: 0.2024 (0.2159) loss_rec_sfr: 0.2422 (0.2791) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [15:12:58.332638] Epoch: [315] [1240/2904] eta: 0:21:06 lr: 0.001703 loss: 0.1799 (0.1900) loss_rec_all: 0.2063 (0.2159) loss_rec_sfr: 0.2289 (0.2788) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [15:13:13.256547] Epoch: [315] [1260/2904] eta: 0:20:50 lr: 0.001703 loss: 0.1830 (0.1900) loss_rec_all: 0.2094 (0.2160) loss_rec_sfr: 0.2492 (0.2788) loss_cl: -0.2787 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [15:13:28.178731] Epoch: [315] [1280/2904] eta: 0:20:35 lr: 0.001703 loss: 0.1830 (0.1900) loss_rec_all: 0.2092 (0.2160) loss_rec_sfr: 0.2627 (0.2787) loss_cl: -0.2801 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [15:13:43.099180] Epoch: [315] [1300/2904] eta: 0:20:19 lr: 0.001703 loss: 0.1824 (0.1900) loss_rec_all: 0.2084 (0.2159) loss_rec_sfr: 0.2603 (0.2786) loss_cl: -0.2798 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [15:13:58.022269] Epoch: [315] [1320/2904] eta: 0:20:03 lr: 0.001703 loss: 0.1788 (0.1899) loss_rec_all: 0.2046 (0.2159) loss_rec_sfr: 0.2516 (0.2784) loss_cl: -0.2786 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [15:14:12.942318] Epoch: [315] [1340/2904] eta: 0:19:48 lr: 0.001703 loss: 0.1801 (0.1900) loss_rec_all: 0.2061 (0.2159) loss_rec_sfr: 0.2547 (0.2786) loss_cl: -0.2780 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [15:14:27.863351] Epoch: [315] [1360/2904] eta: 0:19:32 lr: 0.001703 loss: 0.1822 (0.1900) loss_rec_all: 0.2083 (0.2159) loss_rec_sfr: 0.2622 (0.2787) loss_cl: -0.2784 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [15:14:42.774869] Epoch: [315] [1380/2904] eta: 0:19:17 lr: 0.001703 loss: 0.1766 (0.1899) loss_rec_all: 0.2026 (0.2158) loss_rec_sfr: 0.2639 (0.2787) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [15:14:57.698380] Epoch: [315] [1400/2904] eta: 0:19:01 lr: 0.001702 loss: 0.1804 (0.1900) loss_rec_all: 0.2062 (0.2159) loss_rec_sfr: 0.2603 (0.2790) loss_cl: -0.2791 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [15:15:12.630353] Epoch: [315] [1420/2904] eta: 0:18:46 lr: 0.001702 loss: 0.1775 (0.1900) loss_rec_all: 0.2036 (0.2159) loss_rec_sfr: 0.2627 (0.2791) loss_cl: -0.2791 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [15:15:27.579884] Epoch: [315] [1440/2904] eta: 0:18:31 lr: 0.001702 loss: 0.1796 (0.1900) loss_rec_all: 0.2056 (0.2159) loss_rec_sfr: 0.2573 (0.2791) loss_cl: -0.2789 (-0.2788) time: 0.7474 data: 0.0003 max mem: 29860 [15:15:42.525830] Epoch: [315] [1460/2904] eta: 0:18:15 lr: 0.001702 loss: 0.1838 (0.1901) loss_rec_all: 0.2101 (0.2160) loss_rec_sfr: 0.2654 (0.2795) loss_cl: -0.2788 (-0.2788) time: 0.7472 data: 0.0002 max mem: 29860 [15:15:57.502250] Epoch: [315] [1480/2904] eta: 0:18:00 lr: 0.001702 loss: 0.1793 (0.1902) loss_rec_all: 0.2054 (0.2161) loss_rec_sfr: 0.2633 (0.2796) loss_cl: -0.2794 (-0.2788) time: 0.7488 data: 0.0002 max mem: 29860 [15:16:12.458609] Epoch: [315] [1500/2904] eta: 0:17:44 lr: 0.001702 loss: 0.1859 (0.1903) loss_rec_all: 0.2119 (0.2162) loss_rec_sfr: 0.2687 (0.2800) loss_cl: -0.2785 (-0.2788) time: 0.7478 data: 0.0003 max mem: 29860 [15:16:27.439809] Epoch: [315] [1520/2904] eta: 0:17:29 lr: 0.001702 loss: 0.1826 (0.1904) loss_rec_all: 0.2090 (0.2164) loss_rec_sfr: 0.2697 (0.2804) loss_cl: -0.2788 (-0.2788) time: 0.7490 data: 0.0002 max mem: 29860 [15:16:42.391887] Epoch: [315] [1540/2904] eta: 0:17:14 lr: 0.001702 loss: 0.1828 (0.1905) loss_rec_all: 0.2091 (0.2164) loss_rec_sfr: 0.2526 (0.2806) loss_cl: -0.2785 (-0.2788) time: 0.7476 data: 0.0002 max mem: 29860 [15:16:57.346424] Epoch: [315] [1560/2904] eta: 0:16:58 lr: 0.001702 loss: 0.1851 (0.1906) loss_rec_all: 0.2114 (0.2166) loss_rec_sfr: 0.2577 (0.2809) loss_cl: -0.2787 (-0.2788) time: 0.7477 data: 0.0002 max mem: 29860 [15:17:12.291799] Epoch: [315] [1580/2904] eta: 0:16:43 lr: 0.001702 loss: 0.1852 (0.1907) loss_rec_all: 0.2108 (0.2166) loss_rec_sfr: 0.2609 (0.2811) loss_cl: -0.2782 (-0.2788) time: 0.7472 data: 0.0002 max mem: 29860 [15:17:27.243339] Epoch: [315] [1600/2904] eta: 0:16:28 lr: 0.001702 loss: 0.1810 (0.1908) loss_rec_all: 0.2075 (0.2167) loss_rec_sfr: 0.2219 (0.2811) loss_cl: -0.2795 (-0.2788) time: 0.7475 data: 0.0002 max mem: 29860 [15:17:42.198589] Epoch: [315] [1620/2904] eta: 0:16:12 lr: 0.001702 loss: 0.1793 (0.1907) loss_rec_all: 0.2056 (0.2166) loss_rec_sfr: 0.2584 (0.2808) loss_cl: -0.2793 (-0.2788) time: 0.7477 data: 0.0002 max mem: 29860 [15:17:57.155644] Epoch: [315] [1640/2904] eta: 0:15:57 lr: 0.001702 loss: 0.1821 (0.1908) loss_rec_all: 0.2082 (0.2167) loss_rec_sfr: 0.2652 (0.2811) loss_cl: -0.2796 (-0.2788) time: 0.7478 data: 0.0003 max mem: 29860 [15:18:12.110484] Epoch: [315] [1660/2904] eta: 0:15:42 lr: 0.001702 loss: 0.1787 (0.1908) loss_rec_all: 0.2049 (0.2167) loss_rec_sfr: 0.2694 (0.2812) loss_cl: -0.2793 (-0.2788) time: 0.7477 data: 0.0002 max mem: 29860 [15:18:27.077172] Epoch: [315] [1680/2904] eta: 0:15:26 lr: 0.001702 loss: 0.1846 (0.1909) loss_rec_all: 0.2110 (0.2168) loss_rec_sfr: 0.2528 (0.2812) loss_cl: -0.2788 (-0.2788) time: 0.7483 data: 0.0003 max mem: 29860 [15:18:42.032250] Epoch: [315] [1700/2904] eta: 0:15:11 lr: 0.001702 loss: 0.1815 (0.1909) loss_rec_all: 0.2074 (0.2168) loss_rec_sfr: 0.2592 (0.2812) loss_cl: -0.2791 (-0.2788) time: 0.7477 data: 0.0003 max mem: 29860 [15:18:56.963806] Epoch: [315] [1720/2904] eta: 0:14:56 lr: 0.001702 loss: 0.1774 (0.1908) loss_rec_all: 0.2040 (0.2167) loss_rec_sfr: 0.2570 (0.2808) loss_cl: -0.2786 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [15:19:11.881597] Epoch: [315] [1740/2904] eta: 0:14:41 lr: 0.001702 loss: 0.1797 (0.1907) loss_rec_all: 0.2057 (0.2166) loss_rec_sfr: 0.2576 (0.2806) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [15:19:26.807318] Epoch: [315] [1760/2904] eta: 0:14:25 lr: 0.001702 loss: 0.1762 (0.1907) loss_rec_all: 0.2024 (0.2166) loss_rec_sfr: 0.2640 (0.2806) loss_cl: -0.2792 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [15:19:41.731079] Epoch: [315] [1780/2904] eta: 0:14:10 lr: 0.001702 loss: 0.1829 (0.1908) loss_rec_all: 0.2090 (0.2167) loss_rec_sfr: 0.2683 (0.2808) loss_cl: -0.2794 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [15:19:56.654204] Epoch: [315] [1800/2904] eta: 0:13:55 lr: 0.001702 loss: 0.1801 (0.1907) loss_rec_all: 0.2060 (0.2167) loss_rec_sfr: 0.2675 (0.2807) loss_cl: -0.2791 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [15:20:11.575358] Epoch: [315] [1820/2904] eta: 0:13:40 lr: 0.001702 loss: 0.1770 (0.1907) loss_rec_all: 0.2029 (0.2166) loss_rec_sfr: 0.2653 (0.2806) loss_cl: -0.2782 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [15:20:26.493267] Epoch: [315] [1840/2904] eta: 0:13:24 lr: 0.001702 loss: 0.1797 (0.1906) loss_rec_all: 0.2056 (0.2165) loss_rec_sfr: 0.2635 (0.2803) loss_cl: -0.2775 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [15:20:41.411100] Epoch: [315] [1860/2904] eta: 0:13:09 lr: 0.001702 loss: 0.1849 (0.1907) loss_rec_all: 0.2110 (0.2166) loss_rec_sfr: 0.2603 (0.2804) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [15:20:56.336211] Epoch: [315] [1880/2904] eta: 0:12:54 lr: 0.001702 loss: 0.1812 (0.1907) loss_rec_all: 0.2077 (0.2166) loss_rec_sfr: 0.2580 (0.2805) loss_cl: -0.2801 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [15:21:11.248320] Epoch: [315] [1900/2904] eta: 0:12:39 lr: 0.001702 loss: 0.1823 (0.1906) loss_rec_all: 0.2085 (0.2166) loss_rec_sfr: 0.2564 (0.2804) loss_cl: -0.2794 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [15:21:26.161401] Epoch: [315] [1920/2904] eta: 0:12:23 lr: 0.001702 loss: 0.1789 (0.1907) loss_rec_all: 0.2053 (0.2166) loss_rec_sfr: 0.2593 (0.2805) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [15:21:41.079514] Epoch: [315] [1940/2904] eta: 0:12:08 lr: 0.001702 loss: 0.1813 (0.1907) loss_rec_all: 0.2074 (0.2166) loss_rec_sfr: 0.2500 (0.2804) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [15:21:55.993945] Epoch: [315] [1960/2904] eta: 0:11:53 lr: 0.001702 loss: 0.1805 (0.1907) loss_rec_all: 0.2066 (0.2166) loss_rec_sfr: 0.2446 (0.2803) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [15:22:10.911314] Epoch: [315] [1980/2904] eta: 0:11:38 lr: 0.001702 loss: 0.1806 (0.1906) loss_rec_all: 0.2066 (0.2165) loss_rec_sfr: 0.2291 (0.2800) loss_cl: -0.2798 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [15:22:25.832576] Epoch: [315] [2000/2904] eta: 0:11:23 lr: 0.001702 loss: 0.1812 (0.1907) loss_rec_all: 0.2072 (0.2166) loss_rec_sfr: 0.2521 (0.2800) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [15:22:40.756470] Epoch: [315] [2020/2904] eta: 0:11:07 lr: 0.001702 loss: 0.1792 (0.1906) loss_rec_all: 0.2052 (0.2166) loss_rec_sfr: 0.2524 (0.2799) loss_cl: -0.2794 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [15:22:55.675837] Epoch: [315] [2040/2904] eta: 0:10:52 lr: 0.001701 loss: 0.1888 (0.1907) loss_rec_all: 0.2149 (0.2166) loss_rec_sfr: 0.2646 (0.2802) loss_cl: -0.2794 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [15:23:10.601729] Epoch: [315] [2060/2904] eta: 0:10:37 lr: 0.001701 loss: 0.1811 (0.1907) loss_rec_all: 0.2076 (0.2166) loss_rec_sfr: 0.2661 (0.2801) loss_cl: -0.2792 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [15:23:25.521327] Epoch: [315] [2080/2904] eta: 0:10:22 lr: 0.001701 loss: 0.1812 (0.1907) loss_rec_all: 0.2072 (0.2167) loss_rec_sfr: 0.2640 (0.2803) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [15:23:40.440489] Epoch: [315] [2100/2904] eta: 0:10:07 lr: 0.001701 loss: 0.1758 (0.1907) loss_rec_all: 0.2020 (0.2166) loss_rec_sfr: 0.2227 (0.2801) loss_cl: -0.2780 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [15:23:55.359619] Epoch: [315] [2120/2904] eta: 0:09:51 lr: 0.001701 loss: 0.1794 (0.1907) loss_rec_all: 0.2055 (0.2166) loss_rec_sfr: 0.2636 (0.2801) loss_cl: -0.2781 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [15:24:10.282877] Epoch: [315] [2140/2904] eta: 0:09:36 lr: 0.001701 loss: 0.1831 (0.1907) loss_rec_all: 0.2092 (0.2166) loss_rec_sfr: 0.2616 (0.2802) loss_cl: -0.2797 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [15:24:25.203005] Epoch: [315] [2160/2904] eta: 0:09:21 lr: 0.001701 loss: 0.1831 (0.1907) loss_rec_all: 0.2092 (0.2166) loss_rec_sfr: 0.2605 (0.2804) loss_cl: -0.2796 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [15:24:40.123502] Epoch: [315] [2180/2904] eta: 0:09:06 lr: 0.001701 loss: 0.1873 (0.1908) loss_rec_all: 0.2135 (0.2167) loss_rec_sfr: 0.2624 (0.2806) loss_cl: -0.2794 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [15:24:55.049134] Epoch: [315] [2200/2904] eta: 0:08:51 lr: 0.001701 loss: 0.1802 (0.1908) loss_rec_all: 0.2066 (0.2167) loss_rec_sfr: 0.2594 (0.2804) loss_cl: -0.2792 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [15:25:09.980674] Epoch: [315] [2220/2904] eta: 0:08:36 lr: 0.001701 loss: 0.1802 (0.1908) loss_rec_all: 0.2062 (0.2167) loss_rec_sfr: 0.2673 (0.2805) loss_cl: -0.2787 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [15:25:24.926159] Epoch: [315] [2240/2904] eta: 0:08:21 lr: 0.001701 loss: 0.1829 (0.1909) loss_rec_all: 0.2092 (0.2168) loss_rec_sfr: 0.2772 (0.2808) loss_cl: -0.2785 (-0.2788) time: 0.7472 data: 0.0002 max mem: 29860 [15:25:39.895494] Epoch: [315] [2260/2904] eta: 0:08:05 lr: 0.001701 loss: 0.1810 (0.1909) loss_rec_all: 0.2069 (0.2168) loss_rec_sfr: 0.2600 (0.2807) loss_cl: -0.2786 (-0.2788) time: 0.7484 data: 0.0002 max mem: 29860 [15:25:54.838219] Epoch: [315] [2280/2904] eta: 0:07:50 lr: 0.001701 loss: 0.1784 (0.1908) loss_rec_all: 0.2045 (0.2167) loss_rec_sfr: 0.2253 (0.2805) loss_cl: -0.2790 (-0.2788) time: 0.7471 data: 0.0002 max mem: 29860 [15:26:09.780270] Epoch: [315] [2300/2904] eta: 0:07:35 lr: 0.001701 loss: 0.1816 (0.1908) loss_rec_all: 0.2078 (0.2167) loss_rec_sfr: 0.2506 (0.2803) loss_cl: -0.2796 (-0.2788) time: 0.7470 data: 0.0002 max mem: 29860 [15:26:24.723396] Epoch: [315] [2320/2904] eta: 0:07:20 lr: 0.001701 loss: 0.1808 (0.1908) loss_rec_all: 0.2067 (0.2167) loss_rec_sfr: 0.2624 (0.2803) loss_cl: -0.2788 (-0.2788) time: 0.7471 data: 0.0002 max mem: 29860 [15:26:39.649143] Epoch: [315] [2340/2904] eta: 0:07:05 lr: 0.001701 loss: 0.1781 (0.1907) loss_rec_all: 0.2042 (0.2166) loss_rec_sfr: 0.2637 (0.2801) loss_cl: -0.2793 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [15:26:54.569437] Epoch: [315] [2360/2904] eta: 0:06:50 lr: 0.001701 loss: 0.1808 (0.1907) loss_rec_all: 0.2072 (0.2166) loss_rec_sfr: 0.2588 (0.2801) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [15:27:09.483236] Epoch: [315] [2380/2904] eta: 0:06:35 lr: 0.001701 loss: 0.1793 (0.1906) loss_rec_all: 0.2058 (0.2165) loss_rec_sfr: 0.2302 (0.2798) loss_cl: -0.2794 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [15:27:24.391658] Epoch: [315] [2400/2904] eta: 0:06:20 lr: 0.001701 loss: 0.1770 (0.1906) loss_rec_all: 0.2034 (0.2165) loss_rec_sfr: 0.2257 (0.2796) loss_cl: -0.2795 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [15:27:39.301767] Epoch: [315] [2420/2904] eta: 0:06:04 lr: 0.001701 loss: 0.1814 (0.1906) loss_rec_all: 0.2077 (0.2165) loss_rec_sfr: 0.2603 (0.2795) loss_cl: -0.2793 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [15:27:54.213049] Epoch: [315] [2440/2904] eta: 0:05:49 lr: 0.001701 loss: 0.1828 (0.1906) loss_rec_all: 0.2091 (0.2165) loss_rec_sfr: 0.2621 (0.2796) loss_cl: -0.2793 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [15:28:09.128642] Epoch: [315] [2460/2904] eta: 0:05:34 lr: 0.001701 loss: 0.1820 (0.1906) loss_rec_all: 0.2080 (0.2165) loss_rec_sfr: 0.2585 (0.2797) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [15:28:24.039981] Epoch: [315] [2480/2904] eta: 0:05:19 lr: 0.001701 loss: 0.1843 (0.1907) loss_rec_all: 0.2108 (0.2166) loss_rec_sfr: 0.2683 (0.2799) loss_cl: -0.2784 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [15:28:38.957014] Epoch: [315] [2500/2904] eta: 0:05:04 lr: 0.001701 loss: 0.1787 (0.1906) loss_rec_all: 0.2048 (0.2166) loss_rec_sfr: 0.2539 (0.2798) loss_cl: -0.2793 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [15:28:53.875161] Epoch: [315] [2520/2904] eta: 0:04:49 lr: 0.001701 loss: 0.1794 (0.1905) loss_rec_all: 0.2058 (0.2165) loss_rec_sfr: 0.2461 (0.2794) loss_cl: -0.2783 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [15:29:08.790198] Epoch: [315] [2540/2904] eta: 0:04:34 lr: 0.001701 loss: 0.1801 (0.1905) loss_rec_all: 0.2066 (0.2164) loss_rec_sfr: 0.2244 (0.2791) loss_cl: -0.2800 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [15:29:23.705393] Epoch: [315] [2560/2904] eta: 0:04:19 lr: 0.001701 loss: 0.1786 (0.1905) loss_rec_all: 0.2053 (0.2164) loss_rec_sfr: 0.2663 (0.2792) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [15:29:38.621699] Epoch: [315] [2580/2904] eta: 0:04:04 lr: 0.001701 loss: 0.1820 (0.1906) loss_rec_all: 0.2078 (0.2165) loss_rec_sfr: 0.2645 (0.2794) loss_cl: -0.2780 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [15:29:53.539547] Epoch: [315] [2600/2904] eta: 0:03:49 lr: 0.001701 loss: 0.1830 (0.1906) loss_rec_all: 0.2090 (0.2165) loss_rec_sfr: 0.2733 (0.2796) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [15:30:08.434799] Epoch: [315] [2620/2904] eta: 0:03:33 lr: 0.001701 loss: 0.1803 (0.1906) loss_rec_all: 0.2067 (0.2165) loss_rec_sfr: 0.2245 (0.2794) loss_cl: -0.2785 (-0.2788) time: 0.7447 data: 0.0002 max mem: 29860 [15:30:23.350982] Epoch: [315] [2640/2904] eta: 0:03:18 lr: 0.001701 loss: 0.1786 (0.1905) loss_rec_all: 0.2049 (0.2164) loss_rec_sfr: 0.2312 (0.2791) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [15:30:38.265495] Epoch: [315] [2660/2904] eta: 0:03:03 lr: 0.001701 loss: 0.1829 (0.1905) loss_rec_all: 0.2088 (0.2164) loss_rec_sfr: 0.2605 (0.2791) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [15:30:53.176535] Epoch: [315] [2680/2904] eta: 0:02:48 lr: 0.001700 loss: 0.1810 (0.1905) loss_rec_all: 0.2072 (0.2165) loss_rec_sfr: 0.2692 (0.2793) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [15:31:08.087705] Epoch: [315] [2700/2904] eta: 0:02:33 lr: 0.001700 loss: 0.1826 (0.1905) loss_rec_all: 0.2090 (0.2165) loss_rec_sfr: 0.2679 (0.2793) loss_cl: -0.2785 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [15:31:23.001187] Epoch: [315] [2720/2904] eta: 0:02:18 lr: 0.001700 loss: 0.1804 (0.1905) loss_rec_all: 0.2066 (0.2165) loss_rec_sfr: 0.2537 (0.2792) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [15:31:37.912743] Epoch: [315] [2740/2904] eta: 0:02:03 lr: 0.001700 loss: 0.1866 (0.1905) loss_rec_all: 0.2125 (0.2165) loss_rec_sfr: 0.2612 (0.2792) loss_cl: -0.2795 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [15:31:52.827358] Epoch: [315] [2760/2904] eta: 0:01:48 lr: 0.001700 loss: 0.1843 (0.1905) loss_rec_all: 0.2104 (0.2165) loss_rec_sfr: 0.2583 (0.2792) loss_cl: -0.2799 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [15:32:07.745836] Epoch: [315] [2780/2904] eta: 0:01:33 lr: 0.001700 loss: 0.1785 (0.1905) loss_rec_all: 0.2050 (0.2164) loss_rec_sfr: 0.2621 (0.2790) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [15:32:22.667989] Epoch: [315] [2800/2904] eta: 0:01:18 lr: 0.001700 loss: 0.1819 (0.1906) loss_rec_all: 0.2083 (0.2165) loss_rec_sfr: 0.2613 (0.2792) loss_cl: -0.2804 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [15:32:37.589077] Epoch: [315] [2820/2904] eta: 0:01:03 lr: 0.001700 loss: 0.1774 (0.1905) loss_rec_all: 0.2034 (0.2165) loss_rec_sfr: 0.2535 (0.2791) loss_cl: -0.2779 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [15:32:52.565414] Epoch: [315] [2840/2904] eta: 0:00:48 lr: 0.001700 loss: 0.1828 (0.1905) loss_rec_all: 0.2091 (0.2165) loss_rec_sfr: 0.2610 (0.2792) loss_cl: -0.2794 (-0.2788) time: 0.7488 data: 0.0023 max mem: 29860 [15:33:07.465941] Epoch: [315] [2860/2904] eta: 0:00:33 lr: 0.001700 loss: 0.1805 (0.1905) loss_rec_all: 0.2073 (0.2164) loss_rec_sfr: 0.2585 (0.2790) loss_cl: -0.2798 (-0.2788) time: 0.7450 data: 0.0001 max mem: 29860 [15:33:22.366643] Epoch: [315] [2880/2904] eta: 0:00:18 lr: 0.001700 loss: 0.1815 (0.1905) loss_rec_all: 0.2075 (0.2165) loss_rec_sfr: 0.2731 (0.2791) loss_cl: -0.2793 (-0.2788) time: 0.7450 data: 0.0001 max mem: 29860 [15:33:37.270694] Epoch: [315] [2900/2904] eta: 0:00:03 lr: 0.001700 loss: 0.1800 (0.1905) loss_rec_all: 0.2059 (0.2165) loss_rec_sfr: 0.2630 (0.2791) loss_cl: -0.2790 (-0.2788) time: 0.7452 data: 0.0001 max mem: 29860 [15:33:39.513071] Epoch: [315] [2903/2904] eta: 0:00:00 lr: 0.001700 loss: 0.1793 (0.1905) loss_rec_all: 0.2054 (0.2165) loss_rec_sfr: 0.2630 (0.2791) loss_cl: -0.2790 (-0.2788) time: 0.7452 data: 0.0001 max mem: 29860 [15:33:41.626557] Epoch: [315] Total time: 0:36:27 (0.7533 s / it) [15:33:41.634946] Averaged stats: lr: 0.001700 loss: 0.1793 (0.1933) loss_rec_all: 0.2054 (0.2169) loss_rec_sfr: 0.2630 (0.2803) loss_cl: -0.2790 (-0.2556) [15:33:41.640092] log_dir: ./checkpoint/VF2_ViT-B [15:33:59.153507] Epoch: [316] [ 0/2904] eta: 14:07:36 lr: 0.001700 loss: 0.1700 (0.1700) loss_rec_all: 0.1966 (0.1966) loss_rec_sfr: 0.1802 (0.1802) loss_cl: -0.2787 (-0.2787) time: 17.5124 data: 15.0246 max mem: 29860 [15:34:15.757396] Epoch: [316] [ 20/2904] eta: 1:18:05 lr: 0.001700 loss: 0.1810 (0.1970) loss_rec_all: 0.2075 (0.2227) loss_rec_sfr: 0.2646 (0.3024) loss_cl: -0.2790 (-0.2788) time: 0.8301 data: 0.0002 max mem: 29860 [15:34:30.654064] Epoch: [316] [ 40/2904] eta: 0:57:03 lr: 0.001700 loss: 0.1814 (0.1978) loss_rec_all: 0.2077 (0.2235) loss_rec_sfr: 0.2671 (0.3060) loss_cl: -0.2782 (-0.2785) time: 0.7448 data: 0.0002 max mem: 29860 [15:34:45.551311] Epoch: [316] [ 60/2904] eta: 0:49:39 lr: 0.001700 loss: 0.1786 (0.1949) loss_rec_all: 0.2047 (0.2206) loss_rec_sfr: 0.2601 (0.2963) loss_cl: -0.2785 (-0.2784) time: 0.7448 data: 0.0002 max mem: 29860 [15:35:00.497776] Epoch: [316] [ 80/2904] eta: 0:45:49 lr: 0.001700 loss: 0.1785 (0.1948) loss_rec_all: 0.2044 (0.2205) loss_rec_sfr: 0.2684 (0.2992) loss_cl: -0.2781 (-0.2784) time: 0.7473 data: 0.0002 max mem: 29860 [15:35:15.415155] Epoch: [316] [ 100/2904] eta: 0:43:23 lr: 0.001700 loss: 0.1782 (0.1940) loss_rec_all: 0.2047 (0.2197) loss_rec_sfr: 0.2592 (0.2958) loss_cl: -0.2785 (-0.2784) time: 0.7458 data: 0.0002 max mem: 29860 [15:35:30.339466] Epoch: [316] [ 120/2904] eta: 0:41:40 lr: 0.001700 loss: 0.1795 (0.1940) loss_rec_all: 0.2057 (0.2198) loss_rec_sfr: 0.2625 (0.2953) loss_cl: -0.2794 (-0.2785) time: 0.7462 data: 0.0002 max mem: 29860 [15:35:45.438260] Epoch: [316] [ 140/2904] eta: 0:40:26 lr: 0.001700 loss: 0.1768 (0.1922) loss_rec_all: 0.2028 (0.2181) loss_rec_sfr: 0.2226 (0.2880) loss_cl: -0.2802 (-0.2787) time: 0.7549 data: 0.0002 max mem: 29860 [15:36:00.356796] Epoch: [316] [ 160/2904] eta: 0:39:24 lr: 0.001700 loss: 0.1842 (0.1917) loss_rec_all: 0.2107 (0.2176) loss_rec_sfr: 0.2565 (0.2853) loss_cl: -0.2794 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [15:36:15.315190] Epoch: [316] [ 180/2904] eta: 0:38:32 lr: 0.001700 loss: 0.1909 (0.1938) loss_rec_all: 0.2170 (0.2196) loss_rec_sfr: 0.2760 (0.2927) loss_cl: -0.2776 (-0.2787) time: 0.7479 data: 0.0002 max mem: 29860 [15:36:30.244670] Epoch: [316] [ 200/2904] eta: 0:37:48 lr: 0.001700 loss: 0.1759 (0.1930) loss_rec_all: 0.2023 (0.2188) loss_rec_sfr: 0.2199 (0.2886) loss_cl: -0.2784 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [15:36:45.164276] Epoch: [316] [ 220/2904] eta: 0:37:08 lr: 0.001700 loss: 0.1763 (0.1926) loss_rec_all: 0.2024 (0.2185) loss_rec_sfr: 0.2269 (0.2871) loss_cl: -0.2790 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [15:37:00.093490] Epoch: [316] [ 240/2904] eta: 0:36:33 lr: 0.001700 loss: 0.1812 (0.1922) loss_rec_all: 0.2073 (0.2181) loss_rec_sfr: 0.2655 (0.2857) loss_cl: -0.2790 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [15:37:15.038997] Epoch: [316] [ 260/2904] eta: 0:36:01 lr: 0.001700 loss: 0.1779 (0.1915) loss_rec_all: 0.2042 (0.2174) loss_rec_sfr: 0.2563 (0.2837) loss_cl: -0.2785 (-0.2787) time: 0.7472 data: 0.0002 max mem: 29860 [15:37:29.962665] Epoch: [316] [ 280/2904] eta: 0:35:31 lr: 0.001700 loss: 0.1788 (0.1910) loss_rec_all: 0.2053 (0.2169) loss_rec_sfr: 0.2270 (0.2819) loss_cl: -0.2787 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [15:37:44.970570] Epoch: [316] [ 300/2904] eta: 0:35:04 lr: 0.001700 loss: 0.1790 (0.1904) loss_rec_all: 0.2056 (0.2164) loss_rec_sfr: 0.2531 (0.2800) loss_cl: -0.2798 (-0.2787) time: 0.7503 data: 0.0002 max mem: 29860 [15:37:59.873523] Epoch: [316] [ 320/2904] eta: 0:34:38 lr: 0.001700 loss: 0.1819 (0.1907) loss_rec_all: 0.2086 (0.2166) loss_rec_sfr: 0.2630 (0.2805) loss_cl: -0.2792 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [15:38:14.772196] Epoch: [316] [ 340/2904] eta: 0:34:13 lr: 0.001700 loss: 0.1803 (0.1907) loss_rec_all: 0.2067 (0.2166) loss_rec_sfr: 0.2565 (0.2801) loss_cl: -0.2786 (-0.2788) time: 0.7449 data: 0.0002 max mem: 29860 [15:38:29.679527] Epoch: [316] [ 360/2904] eta: 0:33:49 lr: 0.001700 loss: 0.1810 (0.1901) loss_rec_all: 0.2072 (0.2160) loss_rec_sfr: 0.2484 (0.2775) loss_cl: -0.2786 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [15:38:44.581149] Epoch: [316] [ 380/2904] eta: 0:33:26 lr: 0.001700 loss: 0.1797 (0.1900) loss_rec_all: 0.2058 (0.2159) loss_rec_sfr: 0.2586 (0.2770) loss_cl: -0.2784 (-0.2787) time: 0.7450 data: 0.0002 max mem: 29860 [15:38:59.490723] Epoch: [316] [ 400/2904] eta: 0:33:04 lr: 0.001700 loss: 0.1784 (0.1899) loss_rec_all: 0.2043 (0.2159) loss_rec_sfr: 0.2607 (0.2766) loss_cl: -0.2793 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [15:39:14.399758] Epoch: [316] [ 420/2904] eta: 0:32:43 lr: 0.001699 loss: 0.1810 (0.1902) loss_rec_all: 0.2068 (0.2161) loss_rec_sfr: 0.2632 (0.2777) loss_cl: -0.2785 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [15:39:29.307993] Epoch: [316] [ 440/2904] eta: 0:32:22 lr: 0.001699 loss: 0.1766 (0.1902) loss_rec_all: 0.2026 (0.2161) loss_rec_sfr: 0.2638 (0.2783) loss_cl: -0.2787 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [15:39:44.212599] Epoch: [316] [ 460/2904] eta: 0:32:02 lr: 0.001699 loss: 0.1779 (0.1899) loss_rec_all: 0.2039 (0.2158) loss_rec_sfr: 0.2590 (0.2773) loss_cl: -0.2794 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [15:39:59.118685] Epoch: [316] [ 480/2904] eta: 0:31:42 lr: 0.001699 loss: 0.1837 (0.1902) loss_rec_all: 0.2095 (0.2161) loss_rec_sfr: 0.2657 (0.2787) loss_cl: -0.2782 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [15:40:14.027197] Epoch: [316] [ 500/2904] eta: 0:31:22 lr: 0.001699 loss: 0.1798 (0.1902) loss_rec_all: 0.2061 (0.2162) loss_rec_sfr: 0.2603 (0.2785) loss_cl: -0.2791 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [15:40:28.934276] Epoch: [316] [ 520/2904] eta: 0:31:03 lr: 0.001699 loss: 0.1817 (0.1901) loss_rec_all: 0.2078 (0.2160) loss_rec_sfr: 0.2635 (0.2781) loss_cl: -0.2792 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [15:40:43.834787] Epoch: [316] [ 540/2904] eta: 0:30:44 lr: 0.001699 loss: 0.1761 (0.1899) loss_rec_all: 0.2025 (0.2158) loss_rec_sfr: 0.2248 (0.2772) loss_cl: -0.2790 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [15:40:58.735400] Epoch: [316] [ 560/2904] eta: 0:30:26 lr: 0.001699 loss: 0.1804 (0.1901) loss_rec_all: 0.2067 (0.2160) loss_rec_sfr: 0.2733 (0.2780) loss_cl: -0.2787 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [15:41:13.643334] Epoch: [316] [ 580/2904] eta: 0:30:07 lr: 0.001699 loss: 0.1835 (0.1902) loss_rec_all: 0.2093 (0.2161) loss_rec_sfr: 0.2658 (0.2785) loss_cl: -0.2786 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [15:41:28.557204] Epoch: [316] [ 600/2904] eta: 0:29:49 lr: 0.001699 loss: 0.1820 (0.1901) loss_rec_all: 0.2084 (0.2160) loss_rec_sfr: 0.2371 (0.2778) loss_cl: -0.2785 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [15:41:43.458398] Epoch: [316] [ 620/2904] eta: 0:29:31 lr: 0.001699 loss: 0.1771 (0.1901) loss_rec_all: 0.2030 (0.2160) loss_rec_sfr: 0.2643 (0.2779) loss_cl: -0.2788 (-0.2787) time: 0.7450 data: 0.0002 max mem: 29860 [15:41:58.359241] Epoch: [316] [ 640/2904] eta: 0:29:14 lr: 0.001699 loss: 0.1804 (0.1901) loss_rec_all: 0.2065 (0.2161) loss_rec_sfr: 0.2644 (0.2784) loss_cl: -0.2789 (-0.2787) time: 0.7450 data: 0.0002 max mem: 29860 [15:42:13.267410] Epoch: [316] [ 660/2904] eta: 0:28:56 lr: 0.001699 loss: 0.1822 (0.1899) loss_rec_all: 0.2087 (0.2158) loss_rec_sfr: 0.2597 (0.2776) loss_cl: -0.2789 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [15:42:28.168809] Epoch: [316] [ 680/2904] eta: 0:28:39 lr: 0.001699 loss: 0.1803 (0.1900) loss_rec_all: 0.2064 (0.2159) loss_rec_sfr: 0.2542 (0.2780) loss_cl: -0.2792 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [15:42:43.066152] Epoch: [316] [ 700/2904] eta: 0:28:22 lr: 0.001699 loss: 0.1861 (0.1904) loss_rec_all: 0.2122 (0.2163) loss_rec_sfr: 0.2643 (0.2791) loss_cl: -0.2790 (-0.2788) time: 0.7448 data: 0.0002 max mem: 29860 [15:42:57.970725] Epoch: [316] [ 720/2904] eta: 0:28:05 lr: 0.001699 loss: 0.1769 (0.1901) loss_rec_all: 0.2034 (0.2160) loss_rec_sfr: 0.2564 (0.2783) loss_cl: -0.2793 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [15:43:12.880347] Epoch: [316] [ 740/2904] eta: 0:27:48 lr: 0.001699 loss: 0.1782 (0.1899) loss_rec_all: 0.2045 (0.2158) loss_rec_sfr: 0.2576 (0.2775) loss_cl: -0.2788 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [15:43:27.787982] Epoch: [316] [ 760/2904] eta: 0:27:31 lr: 0.001699 loss: 0.1812 (0.1899) loss_rec_all: 0.2072 (0.2159) loss_rec_sfr: 0.2615 (0.2776) loss_cl: -0.2795 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [15:43:42.699398] Epoch: [316] [ 780/2904] eta: 0:27:14 lr: 0.001699 loss: 0.1781 (0.1898) loss_rec_all: 0.2048 (0.2157) loss_rec_sfr: 0.2604 (0.2772) loss_cl: -0.2798 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [15:43:57.635915] Epoch: [316] [ 800/2904] eta: 0:26:57 lr: 0.001699 loss: 0.1796 (0.1898) loss_rec_all: 0.2060 (0.2157) loss_rec_sfr: 0.2659 (0.2771) loss_cl: -0.2783 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [15:44:12.571835] Epoch: [316] [ 820/2904] eta: 0:26:41 lr: 0.001699 loss: 0.1807 (0.1899) loss_rec_all: 0.2066 (0.2158) loss_rec_sfr: 0.2642 (0.2775) loss_cl: -0.2784 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [15:44:27.481556] Epoch: [316] [ 840/2904] eta: 0:26:24 lr: 0.001699 loss: 0.1809 (0.1898) loss_rec_all: 0.2069 (0.2157) loss_rec_sfr: 0.2611 (0.2772) loss_cl: -0.2795 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [15:44:42.401593] Epoch: [316] [ 860/2904] eta: 0:26:08 lr: 0.001699 loss: 0.1800 (0.1897) loss_rec_all: 0.2061 (0.2157) loss_rec_sfr: 0.2532 (0.2768) loss_cl: -0.2794 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [15:44:57.317019] Epoch: [316] [ 880/2904] eta: 0:25:52 lr: 0.001699 loss: 0.1771 (0.1896) loss_rec_all: 0.2030 (0.2155) loss_rec_sfr: 0.2555 (0.2762) loss_cl: -0.2797 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [15:45:12.226712] Epoch: [316] [ 900/2904] eta: 0:25:35 lr: 0.001699 loss: 0.1796 (0.1896) loss_rec_all: 0.2058 (0.2156) loss_rec_sfr: 0.2507 (0.2761) loss_cl: -0.2780 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [15:45:27.129322] Epoch: [316] [ 920/2904] eta: 0:25:19 lr: 0.001699 loss: 0.1758 (0.1894) loss_rec_all: 0.2022 (0.2154) loss_rec_sfr: 0.2227 (0.2754) loss_cl: -0.2797 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [15:45:42.031092] Epoch: [316] [ 940/2904] eta: 0:25:03 lr: 0.001699 loss: 0.1806 (0.1895) loss_rec_all: 0.2067 (0.2154) loss_rec_sfr: 0.2612 (0.2756) loss_cl: -0.2794 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [15:45:56.939818] Epoch: [316] [ 960/2904] eta: 0:24:47 lr: 0.001699 loss: 0.1798 (0.1896) loss_rec_all: 0.2062 (0.2156) loss_rec_sfr: 0.2691 (0.2761) loss_cl: -0.2791 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [15:46:11.849188] Epoch: [316] [ 980/2904] eta: 0:24:31 lr: 0.001699 loss: 0.1740 (0.1893) loss_rec_all: 0.2005 (0.2153) loss_rec_sfr: 0.2052 (0.2750) loss_cl: -0.2791 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [15:46:26.755798] Epoch: [316] [1000/2904] eta: 0:24:15 lr: 0.001699 loss: 0.1783 (0.1893) loss_rec_all: 0.2043 (0.2153) loss_rec_sfr: 0.2638 (0.2750) loss_cl: -0.2795 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [15:46:41.665729] Epoch: [316] [1020/2904] eta: 0:23:59 lr: 0.001699 loss: 0.1803 (0.1894) loss_rec_all: 0.2069 (0.2153) loss_rec_sfr: 0.2556 (0.2751) loss_cl: -0.2801 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [15:46:56.571206] Epoch: [316] [1040/2904] eta: 0:23:43 lr: 0.001699 loss: 0.1805 (0.1894) loss_rec_all: 0.2073 (0.2154) loss_rec_sfr: 0.2616 (0.2753) loss_cl: -0.2798 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [15:47:11.474277] Epoch: [316] [1060/2904] eta: 0:23:27 lr: 0.001698 loss: 0.1784 (0.1893) loss_rec_all: 0.2043 (0.2153) loss_rec_sfr: 0.2652 (0.2750) loss_cl: -0.2797 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [15:47:26.373958] Epoch: [316] [1080/2904] eta: 0:23:11 lr: 0.001698 loss: 0.1887 (0.1895) loss_rec_all: 0.2146 (0.2154) loss_rec_sfr: 0.2549 (0.2753) loss_cl: -0.2782 (-0.2789) time: 0.7449 data: 0.0002 max mem: 29860 [15:47:41.280893] Epoch: [316] [1100/2904] eta: 0:22:55 lr: 0.001698 loss: 0.1817 (0.1896) loss_rec_all: 0.2079 (0.2156) loss_rec_sfr: 0.2640 (0.2760) loss_cl: -0.2771 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [15:47:56.177010] Epoch: [316] [1120/2904] eta: 0:22:39 lr: 0.001698 loss: 0.1809 (0.1895) loss_rec_all: 0.2072 (0.2154) loss_rec_sfr: 0.2300 (0.2753) loss_cl: -0.2780 (-0.2788) time: 0.7448 data: 0.0002 max mem: 29860 [15:48:11.079250] Epoch: [316] [1140/2904] eta: 0:22:24 lr: 0.001698 loss: 0.1798 (0.1894) loss_rec_all: 0.2059 (0.2153) loss_rec_sfr: 0.2551 (0.2750) loss_cl: -0.2798 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [15:48:25.988862] Epoch: [316] [1160/2904] eta: 0:22:08 lr: 0.001698 loss: 0.1770 (0.1893) loss_rec_all: 0.2035 (0.2152) loss_rec_sfr: 0.2596 (0.2748) loss_cl: -0.2803 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [15:48:40.895800] Epoch: [316] [1180/2904] eta: 0:21:52 lr: 0.001698 loss: 0.1786 (0.1893) loss_rec_all: 0.2050 (0.2153) loss_rec_sfr: 0.2635 (0.2751) loss_cl: -0.2794 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [15:48:55.794872] Epoch: [316] [1200/2904] eta: 0:21:36 lr: 0.001698 loss: 0.1749 (0.1893) loss_rec_all: 0.2016 (0.2152) loss_rec_sfr: 0.2229 (0.2749) loss_cl: -0.2792 (-0.2789) time: 0.7449 data: 0.0002 max mem: 29860 [15:49:10.698630] Epoch: [316] [1220/2904] eta: 0:21:21 lr: 0.001698 loss: 0.1846 (0.1894) loss_rec_all: 0.2104 (0.2153) loss_rec_sfr: 0.2544 (0.2753) loss_cl: -0.2774 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [15:49:25.604346] Epoch: [316] [1240/2904] eta: 0:21:05 lr: 0.001698 loss: 0.1811 (0.1895) loss_rec_all: 0.2072 (0.2154) loss_rec_sfr: 0.2654 (0.2757) loss_cl: -0.2785 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [15:49:40.510041] Epoch: [316] [1260/2904] eta: 0:20:50 lr: 0.001698 loss: 0.1856 (0.1895) loss_rec_all: 0.2118 (0.2154) loss_rec_sfr: 0.2586 (0.2758) loss_cl: -0.2778 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [15:49:55.408384] Epoch: [316] [1280/2904] eta: 0:20:34 lr: 0.001698 loss: 0.1784 (0.1896) loss_rec_all: 0.2044 (0.2155) loss_rec_sfr: 0.2671 (0.2760) loss_cl: -0.2791 (-0.2788) time: 0.7449 data: 0.0002 max mem: 29860 [15:50:10.315419] Epoch: [316] [1300/2904] eta: 0:20:18 lr: 0.001698 loss: 0.1874 (0.1898) loss_rec_all: 0.2136 (0.2157) loss_rec_sfr: 0.2636 (0.2766) loss_cl: -0.2790 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [15:50:25.219590] Epoch: [316] [1320/2904] eta: 0:20:03 lr: 0.001698 loss: 0.1785 (0.1897) loss_rec_all: 0.2049 (0.2157) loss_rec_sfr: 0.2489 (0.2764) loss_cl: -0.2790 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [15:50:40.125510] Epoch: [316] [1340/2904] eta: 0:19:47 lr: 0.001698 loss: 0.1798 (0.1897) loss_rec_all: 0.2064 (0.2157) loss_rec_sfr: 0.2606 (0.2765) loss_cl: -0.2792 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [15:50:55.025114] Epoch: [316] [1360/2904] eta: 0:19:32 lr: 0.001698 loss: 0.1773 (0.1898) loss_rec_all: 0.2036 (0.2158) loss_rec_sfr: 0.2603 (0.2769) loss_cl: -0.2794 (-0.2789) time: 0.7449 data: 0.0002 max mem: 29860 [15:51:09.928659] Epoch: [316] [1380/2904] eta: 0:19:16 lr: 0.001698 loss: 0.1799 (0.1898) loss_rec_all: 0.2059 (0.2157) loss_rec_sfr: 0.2567 (0.2767) loss_cl: -0.2795 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [15:51:24.836165] Epoch: [316] [1400/2904] eta: 0:19:01 lr: 0.001698 loss: 0.1777 (0.1897) loss_rec_all: 0.2044 (0.2157) loss_rec_sfr: 0.2479 (0.2764) loss_cl: -0.2787 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [15:51:39.747245] Epoch: [316] [1420/2904] eta: 0:18:45 lr: 0.001698 loss: 0.1795 (0.1898) loss_rec_all: 0.2059 (0.2158) loss_rec_sfr: 0.2636 (0.2765) loss_cl: -0.2785 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [15:51:54.647071] Epoch: [316] [1440/2904] eta: 0:18:30 lr: 0.001698 loss: 0.1794 (0.1897) loss_rec_all: 0.2054 (0.2157) loss_rec_sfr: 0.2571 (0.2763) loss_cl: -0.2788 (-0.2789) time: 0.7449 data: 0.0002 max mem: 29860 [15:52:09.557570] Epoch: [316] [1460/2904] eta: 0:18:14 lr: 0.001698 loss: 0.1848 (0.1898) loss_rec_all: 0.2107 (0.2157) loss_rec_sfr: 0.2540 (0.2764) loss_cl: -0.2790 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [15:52:24.469381] Epoch: [316] [1480/2904] eta: 0:17:59 lr: 0.001698 loss: 0.1807 (0.1898) loss_rec_all: 0.2066 (0.2157) loss_rec_sfr: 0.2600 (0.2763) loss_cl: -0.2786 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [15:52:39.381129] Epoch: [316] [1500/2904] eta: 0:17:44 lr: 0.001698 loss: 0.1785 (0.1898) loss_rec_all: 0.2050 (0.2157) loss_rec_sfr: 0.2593 (0.2764) loss_cl: -0.2785 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [15:52:54.293160] Epoch: [316] [1520/2904] eta: 0:17:28 lr: 0.001698 loss: 0.1801 (0.1898) loss_rec_all: 0.2060 (0.2157) loss_rec_sfr: 0.2624 (0.2764) loss_cl: -0.2784 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [15:53:09.209990] Epoch: [316] [1540/2904] eta: 0:17:13 lr: 0.001698 loss: 0.1828 (0.1898) loss_rec_all: 0.2087 (0.2158) loss_rec_sfr: 0.2642 (0.2766) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [15:53:24.125716] Epoch: [316] [1560/2904] eta: 0:16:58 lr: 0.001698 loss: 0.1814 (0.1898) loss_rec_all: 0.2077 (0.2158) loss_rec_sfr: 0.2636 (0.2765) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [15:53:39.035286] Epoch: [316] [1580/2904] eta: 0:16:42 lr: 0.001698 loss: 0.1812 (0.1899) loss_rec_all: 0.2076 (0.2158) loss_rec_sfr: 0.2386 (0.2766) loss_cl: -0.2792 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [15:53:53.945527] Epoch: [316] [1600/2904] eta: 0:16:27 lr: 0.001698 loss: 0.1847 (0.1899) loss_rec_all: 0.2111 (0.2159) loss_rec_sfr: 0.2633 (0.2767) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [15:54:08.868643] Epoch: [316] [1620/2904] eta: 0:16:12 lr: 0.001698 loss: 0.1794 (0.1899) loss_rec_all: 0.2056 (0.2159) loss_rec_sfr: 0.2635 (0.2770) loss_cl: -0.2795 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [15:54:23.780463] Epoch: [316] [1640/2904] eta: 0:15:56 lr: 0.001698 loss: 0.1791 (0.1899) loss_rec_all: 0.2052 (0.2159) loss_rec_sfr: 0.2566 (0.2767) loss_cl: -0.2785 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [15:54:38.695576] Epoch: [316] [1660/2904] eta: 0:15:41 lr: 0.001698 loss: 0.1819 (0.1899) loss_rec_all: 0.2079 (0.2158) loss_rec_sfr: 0.2626 (0.2768) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [15:54:53.609859] Epoch: [316] [1680/2904] eta: 0:15:26 lr: 0.001698 loss: 0.1800 (0.1899) loss_rec_all: 0.2060 (0.2158) loss_rec_sfr: 0.2596 (0.2767) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [15:55:08.519343] Epoch: [316] [1700/2904] eta: 0:15:10 lr: 0.001697 loss: 0.1771 (0.1898) loss_rec_all: 0.2032 (0.2158) loss_rec_sfr: 0.2641 (0.2767) loss_cl: -0.2799 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [15:55:23.638437] Epoch: [316] [1720/2904] eta: 0:14:55 lr: 0.001697 loss: 0.1788 (0.1898) loss_rec_all: 0.2049 (0.2158) loss_rec_sfr: 0.2292 (0.2766) loss_cl: -0.2796 (-0.2789) time: 0.7559 data: 0.0002 max mem: 29860 [15:55:38.538443] Epoch: [316] [1740/2904] eta: 0:14:40 lr: 0.001697 loss: 0.1814 (0.1899) loss_rec_all: 0.2076 (0.2158) loss_rec_sfr: 0.2677 (0.2768) loss_cl: -0.2786 (-0.2789) time: 0.7450 data: 0.0002 max mem: 29860 [15:55:53.440981] Epoch: [316] [1760/2904] eta: 0:14:25 lr: 0.001697 loss: 0.1782 (0.1898) loss_rec_all: 0.2042 (0.2158) loss_rec_sfr: 0.2608 (0.2768) loss_cl: -0.2792 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [15:56:08.361600] Epoch: [316] [1780/2904] eta: 0:14:09 lr: 0.001697 loss: 0.1896 (0.1900) loss_rec_all: 0.2160 (0.2159) loss_rec_sfr: 0.2650 (0.2772) loss_cl: -0.2786 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [15:56:23.267548] Epoch: [316] [1800/2904] eta: 0:13:54 lr: 0.001697 loss: 0.1773 (0.1899) loss_rec_all: 0.2037 (0.2158) loss_rec_sfr: 0.2662 (0.2769) loss_cl: -0.2794 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [15:56:38.183443] Epoch: [316] [1820/2904] eta: 0:13:39 lr: 0.001697 loss: 0.1815 (0.1899) loss_rec_all: 0.2073 (0.2158) loss_rec_sfr: 0.2606 (0.2770) loss_cl: -0.2784 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [15:56:53.093171] Epoch: [316] [1840/2904] eta: 0:13:24 lr: 0.001697 loss: 0.1789 (0.1898) loss_rec_all: 0.2055 (0.2158) loss_rec_sfr: 0.2681 (0.2769) loss_cl: -0.2790 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [15:57:08.022043] Epoch: [316] [1860/2904] eta: 0:13:08 lr: 0.001697 loss: 0.1777 (0.1897) loss_rec_all: 0.2038 (0.2157) loss_rec_sfr: 0.2587 (0.2766) loss_cl: -0.2796 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [15:57:22.952199] Epoch: [316] [1880/2904] eta: 0:12:53 lr: 0.001697 loss: 0.1808 (0.1897) loss_rec_all: 0.2068 (0.2157) loss_rec_sfr: 0.2580 (0.2765) loss_cl: -0.2795 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [15:57:37.870881] Epoch: [316] [1900/2904] eta: 0:12:38 lr: 0.001697 loss: 0.1807 (0.1897) loss_rec_all: 0.2069 (0.2156) loss_rec_sfr: 0.2506 (0.2764) loss_cl: -0.2790 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [15:57:52.788308] Epoch: [316] [1920/2904] eta: 0:12:23 lr: 0.001697 loss: 0.1814 (0.1897) loss_rec_all: 0.2072 (0.2157) loss_rec_sfr: 0.2637 (0.2766) loss_cl: -0.2800 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [15:58:07.697400] Epoch: [316] [1940/2904] eta: 0:12:08 lr: 0.001697 loss: 0.1810 (0.1897) loss_rec_all: 0.2075 (0.2157) loss_rec_sfr: 0.2688 (0.2767) loss_cl: -0.2796 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [15:58:22.613019] Epoch: [316] [1960/2904] eta: 0:11:52 lr: 0.001697 loss: 0.1823 (0.1898) loss_rec_all: 0.2087 (0.2157) loss_rec_sfr: 0.2587 (0.2767) loss_cl: -0.2786 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [15:58:37.532219] Epoch: [316] [1980/2904] eta: 0:11:37 lr: 0.001697 loss: 0.1802 (0.1898) loss_rec_all: 0.2068 (0.2157) loss_rec_sfr: 0.2604 (0.2767) loss_cl: -0.2796 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [15:58:52.452334] Epoch: [316] [2000/2904] eta: 0:11:22 lr: 0.001697 loss: 0.1867 (0.1898) loss_rec_all: 0.2129 (0.2158) loss_rec_sfr: 0.2615 (0.2769) loss_cl: -0.2787 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [15:59:07.379253] Epoch: [316] [2020/2904] eta: 0:11:07 lr: 0.001697 loss: 0.1784 (0.1897) loss_rec_all: 0.2046 (0.2157) loss_rec_sfr: 0.2536 (0.2765) loss_cl: -0.2796 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [15:59:22.303231] Epoch: [316] [2040/2904] eta: 0:10:52 lr: 0.001697 loss: 0.1802 (0.1897) loss_rec_all: 0.2064 (0.2156) loss_rec_sfr: 0.2525 (0.2763) loss_cl: -0.2792 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [15:59:37.219348] Epoch: [316] [2060/2904] eta: 0:10:36 lr: 0.001697 loss: 0.1810 (0.1897) loss_rec_all: 0.2072 (0.2157) loss_rec_sfr: 0.2647 (0.2765) loss_cl: -0.2785 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [15:59:52.122681] Epoch: [316] [2080/2904] eta: 0:10:21 lr: 0.001697 loss: 0.1791 (0.1897) loss_rec_all: 0.2057 (0.2157) loss_rec_sfr: 0.2587 (0.2765) loss_cl: -0.2789 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [16:00:07.047414] Epoch: [316] [2100/2904] eta: 0:10:06 lr: 0.001697 loss: 0.1828 (0.1897) loss_rec_all: 0.2087 (0.2156) loss_rec_sfr: 0.2524 (0.2763) loss_cl: -0.2788 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [16:00:21.963398] Epoch: [316] [2120/2904] eta: 0:09:51 lr: 0.001697 loss: 0.1774 (0.1897) loss_rec_all: 0.2035 (0.2156) loss_rec_sfr: 0.2520 (0.2763) loss_cl: -0.2796 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [16:00:36.871868] Epoch: [316] [2140/2904] eta: 0:09:36 lr: 0.001697 loss: 0.1776 (0.1897) loss_rec_all: 0.2036 (0.2156) loss_rec_sfr: 0.2607 (0.2762) loss_cl: -0.2795 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [16:00:51.787581] Epoch: [316] [2160/2904] eta: 0:09:21 lr: 0.001697 loss: 0.1835 (0.1897) loss_rec_all: 0.2094 (0.2156) loss_rec_sfr: 0.2684 (0.2763) loss_cl: -0.2788 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [16:01:06.704355] Epoch: [316] [2180/2904] eta: 0:09:06 lr: 0.001697 loss: 0.1805 (0.1896) loss_rec_all: 0.2064 (0.2156) loss_rec_sfr: 0.2669 (0.2763) loss_cl: -0.2786 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [16:01:21.618083] Epoch: [316] [2200/2904] eta: 0:08:50 lr: 0.001697 loss: 0.1819 (0.1896) loss_rec_all: 0.2085 (0.2156) loss_rec_sfr: 0.2619 (0.2762) loss_cl: -0.2784 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [16:01:36.532756] Epoch: [316] [2220/2904] eta: 0:08:35 lr: 0.001697 loss: 0.1855 (0.1898) loss_rec_all: 0.2114 (0.2157) loss_rec_sfr: 0.2745 (0.2768) loss_cl: -0.2777 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [16:01:51.447570] Epoch: [316] [2240/2904] eta: 0:08:20 lr: 0.001697 loss: 0.1792 (0.1897) loss_rec_all: 0.2056 (0.2157) loss_rec_sfr: 0.2560 (0.2765) loss_cl: -0.2796 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [16:02:06.361127] Epoch: [316] [2260/2904] eta: 0:08:05 lr: 0.001697 loss: 0.1766 (0.1897) loss_rec_all: 0.2026 (0.2156) loss_rec_sfr: 0.2110 (0.2763) loss_cl: -0.2786 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [16:02:21.274483] Epoch: [316] [2280/2904] eta: 0:07:50 lr: 0.001697 loss: 0.1838 (0.1898) loss_rec_all: 0.2099 (0.2157) loss_rec_sfr: 0.2570 (0.2766) loss_cl: -0.2790 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [16:02:36.184563] Epoch: [316] [2300/2904] eta: 0:07:35 lr: 0.001697 loss: 0.1815 (0.1899) loss_rec_all: 0.2074 (0.2158) loss_rec_sfr: 0.2662 (0.2770) loss_cl: -0.2790 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [16:02:51.097646] Epoch: [316] [2320/2904] eta: 0:07:20 lr: 0.001697 loss: 0.1793 (0.1899) loss_rec_all: 0.2058 (0.2159) loss_rec_sfr: 0.2366 (0.2771) loss_cl: -0.2793 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [16:03:06.007812] Epoch: [316] [2340/2904] eta: 0:07:05 lr: 0.001697 loss: 0.1846 (0.1900) loss_rec_all: 0.2106 (0.2159) loss_rec_sfr: 0.2669 (0.2771) loss_cl: -0.2791 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [16:03:20.923364] Epoch: [316] [2360/2904] eta: 0:06:49 lr: 0.001696 loss: 0.1806 (0.1899) loss_rec_all: 0.2067 (0.2159) loss_rec_sfr: 0.2598 (0.2770) loss_cl: -0.2784 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [16:03:35.841901] Epoch: [316] [2380/2904] eta: 0:06:34 lr: 0.001696 loss: 0.1815 (0.1899) loss_rec_all: 0.2079 (0.2159) loss_rec_sfr: 0.2611 (0.2770) loss_cl: -0.2783 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [16:03:50.760741] Epoch: [316] [2400/2904] eta: 0:06:19 lr: 0.001696 loss: 0.1809 (0.1899) loss_rec_all: 0.2069 (0.2159) loss_rec_sfr: 0.2320 (0.2768) loss_cl: -0.2791 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [16:04:05.681199] Epoch: [316] [2420/2904] eta: 0:06:04 lr: 0.001696 loss: 0.1828 (0.1899) loss_rec_all: 0.2092 (0.2159) loss_rec_sfr: 0.2565 (0.2768) loss_cl: -0.2794 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [16:04:20.593962] Epoch: [316] [2440/2904] eta: 0:05:49 lr: 0.001696 loss: 0.1764 (0.1899) loss_rec_all: 0.2023 (0.2158) loss_rec_sfr: 0.2267 (0.2766) loss_cl: -0.2789 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [16:04:35.513886] Epoch: [316] [2460/2904] eta: 0:05:34 lr: 0.001696 loss: 0.1833 (0.1900) loss_rec_all: 0.2093 (0.2159) loss_rec_sfr: 0.2683 (0.2769) loss_cl: -0.2791 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [16:04:50.429285] Epoch: [316] [2480/2904] eta: 0:05:19 lr: 0.001696 loss: 0.1808 (0.1900) loss_rec_all: 0.2073 (0.2159) loss_rec_sfr: 0.2548 (0.2770) loss_cl: -0.2787 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [16:05:05.352247] Epoch: [316] [2500/2904] eta: 0:05:04 lr: 0.001696 loss: 0.1806 (0.1900) loss_rec_all: 0.2066 (0.2160) loss_rec_sfr: 0.2703 (0.2772) loss_cl: -0.2788 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [16:05:20.269276] Epoch: [316] [2520/2904] eta: 0:04:49 lr: 0.001696 loss: 0.1779 (0.1899) loss_rec_all: 0.2042 (0.2159) loss_rec_sfr: 0.2319 (0.2768) loss_cl: -0.2786 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [16:05:35.202439] Epoch: [316] [2540/2904] eta: 0:04:34 lr: 0.001696 loss: 0.1790 (0.1899) loss_rec_all: 0.2052 (0.2159) loss_rec_sfr: 0.2580 (0.2769) loss_cl: -0.2785 (-0.2789) time: 0.7466 data: 0.0002 max mem: 29860 [16:05:50.121919] Epoch: [316] [2560/2904] eta: 0:04:19 lr: 0.001696 loss: 0.1828 (0.1899) loss_rec_all: 0.2092 (0.2159) loss_rec_sfr: 0.2591 (0.2769) loss_cl: -0.2790 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [16:06:05.047012] Epoch: [316] [2580/2904] eta: 0:04:03 lr: 0.001696 loss: 0.1769 (0.1899) loss_rec_all: 0.2030 (0.2158) loss_rec_sfr: 0.2274 (0.2766) loss_cl: -0.2798 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [16:06:19.975445] Epoch: [316] [2600/2904] eta: 0:03:48 lr: 0.001696 loss: 0.1836 (0.1900) loss_rec_all: 0.2103 (0.2159) loss_rec_sfr: 0.2709 (0.2769) loss_cl: -0.2790 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [16:06:34.911799] Epoch: [316] [2620/2904] eta: 0:03:33 lr: 0.001696 loss: 0.1775 (0.1899) loss_rec_all: 0.2036 (0.2159) loss_rec_sfr: 0.2647 (0.2768) loss_cl: -0.2794 (-0.2789) time: 0.7468 data: 0.0002 max mem: 29860 [16:06:49.842269] Epoch: [316] [2640/2904] eta: 0:03:18 lr: 0.001696 loss: 0.1793 (0.1899) loss_rec_all: 0.2054 (0.2158) loss_rec_sfr: 0.2642 (0.2766) loss_cl: -0.2786 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [16:07:04.774073] Epoch: [316] [2660/2904] eta: 0:03:03 lr: 0.001696 loss: 0.1807 (0.1899) loss_rec_all: 0.2067 (0.2158) loss_rec_sfr: 0.2607 (0.2766) loss_cl: -0.2785 (-0.2789) time: 0.7466 data: 0.0002 max mem: 29860 [16:07:19.709217] Epoch: [316] [2680/2904] eta: 0:02:48 lr: 0.001696 loss: 0.1785 (0.1899) loss_rec_all: 0.2046 (0.2158) loss_rec_sfr: 0.2648 (0.2767) loss_cl: -0.2793 (-0.2789) time: 0.7467 data: 0.0002 max mem: 29860 [16:07:34.653230] Epoch: [316] [2700/2904] eta: 0:02:33 lr: 0.001696 loss: 0.1793 (0.1899) loss_rec_all: 0.2053 (0.2158) loss_rec_sfr: 0.2534 (0.2767) loss_cl: -0.2798 (-0.2789) time: 0.7472 data: 0.0002 max mem: 29860 [16:07:49.590595] Epoch: [316] [2720/2904] eta: 0:02:18 lr: 0.001696 loss: 0.1784 (0.1898) loss_rec_all: 0.2045 (0.2158) loss_rec_sfr: 0.2521 (0.2765) loss_cl: -0.2795 (-0.2789) time: 0.7468 data: 0.0002 max mem: 29860 [16:08:04.518725] Epoch: [316] [2740/2904] eta: 0:02:03 lr: 0.001696 loss: 0.1809 (0.1899) loss_rec_all: 0.2073 (0.2158) loss_rec_sfr: 0.2616 (0.2767) loss_cl: -0.2783 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [16:08:19.450066] Epoch: [316] [2760/2904] eta: 0:01:48 lr: 0.001696 loss: 0.1850 (0.1900) loss_rec_all: 0.2112 (0.2159) loss_rec_sfr: 0.2675 (0.2770) loss_cl: -0.2788 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [16:08:34.381116] Epoch: [316] [2780/2904] eta: 0:01:33 lr: 0.001696 loss: 0.1782 (0.1899) loss_rec_all: 0.2046 (0.2159) loss_rec_sfr: 0.2221 (0.2769) loss_cl: -0.2785 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [16:08:49.310475] Epoch: [316] [2800/2904] eta: 0:01:18 lr: 0.001696 loss: 0.1757 (0.1899) loss_rec_all: 0.2017 (0.2159) loss_rec_sfr: 0.2534 (0.2769) loss_cl: -0.2786 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [16:09:04.235794] Epoch: [316] [2820/2904] eta: 0:01:03 lr: 0.001696 loss: 0.1774 (0.1899) loss_rec_all: 0.2039 (0.2159) loss_rec_sfr: 0.2695 (0.2770) loss_cl: -0.2782 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [16:09:19.208518] Epoch: [316] [2840/2904] eta: 0:00:48 lr: 0.001696 loss: 0.1833 (0.1900) loss_rec_all: 0.2094 (0.2159) loss_rec_sfr: 0.2672 (0.2771) loss_cl: -0.2787 (-0.2789) time: 0.7486 data: 0.0023 max mem: 29860 [16:09:34.123577] Epoch: [316] [2860/2904] eta: 0:00:33 lr: 0.001696 loss: 0.1800 (0.1900) loss_rec_all: 0.2061 (0.2159) loss_rec_sfr: 0.2576 (0.2771) loss_cl: -0.2792 (-0.2789) time: 0.7457 data: 0.0001 max mem: 29860 [16:09:49.033157] Epoch: [316] [2880/2904] eta: 0:00:18 lr: 0.001696 loss: 0.1841 (0.1900) loss_rec_all: 0.2100 (0.2160) loss_rec_sfr: 0.2650 (0.2772) loss_cl: -0.2788 (-0.2789) time: 0.7454 data: 0.0001 max mem: 29860 [16:10:03.948271] Epoch: [316] [2900/2904] eta: 0:00:03 lr: 0.001696 loss: 0.1795 (0.1900) loss_rec_all: 0.2052 (0.2159) loss_rec_sfr: 0.2617 (0.2771) loss_cl: -0.2782 (-0.2789) time: 0.7457 data: 0.0001 max mem: 29860 [16:10:06.190957] Epoch: [316] [2903/2904] eta: 0:00:00 lr: 0.001696 loss: 0.1801 (0.1900) loss_rec_all: 0.2061 (0.2159) loss_rec_sfr: 0.2674 (0.2771) loss_cl: -0.2782 (-0.2789) time: 0.7456 data: 0.0001 max mem: 29860 [16:10:08.479539] Epoch: [316] Total time: 0:36:26 (0.7530 s / it) [16:10:08.484069] Averaged stats: lr: 0.001696 loss: 0.1801 (0.1932) loss_rec_all: 0.2061 (0.2168) loss_rec_sfr: 0.2674 (0.2799) loss_cl: -0.2782 (-0.2556) [16:10:08.490249] log_dir: ./checkpoint/VF2_ViT-B [16:10:25.362126] Epoch: [317] [ 0/2904] eta: 13:36:33 lr: 0.001696 loss: 0.1713 (0.1713) loss_rec_all: 0.1973 (0.1973) loss_rec_sfr: 0.2604 (0.2604) loss_cl: -0.2784 (-0.2784) time: 16.8710 data: 16.1120 max mem: 29860 [16:10:41.176493] Epoch: [317] [ 20/2904] eta: 1:14:48 lr: 0.001696 loss: 0.1780 (0.1819) loss_rec_all: 0.2046 (0.2081) loss_rec_sfr: 0.2638 (0.2549) loss_cl: -0.2794 (-0.2794) time: 0.7907 data: 0.0002 max mem: 29860 [16:10:56.059023] Epoch: [317] [ 40/2904] eta: 0:55:22 lr: 0.001696 loss: 0.1827 (0.1886) loss_rec_all: 0.2088 (0.2145) loss_rec_sfr: 0.2701 (0.2786) loss_cl: -0.2790 (-0.2790) time: 0.7441 data: 0.0002 max mem: 29860 [16:11:10.945059] Epoch: [317] [ 60/2904] eta: 0:48:31 lr: 0.001696 loss: 0.1785 (0.1889) loss_rec_all: 0.2050 (0.2149) loss_rec_sfr: 0.2520 (0.2755) loss_cl: -0.2789 (-0.2789) time: 0.7442 data: 0.0002 max mem: 29860 [16:11:25.836949] Epoch: [317] [ 80/2904] eta: 0:44:56 lr: 0.001696 loss: 0.1785 (0.1888) loss_rec_all: 0.2048 (0.2148) loss_rec_sfr: 0.2567 (0.2758) loss_cl: -0.2795 (-0.2789) time: 0.7445 data: 0.0003 max mem: 29860 [16:11:40.734100] Epoch: [317] [ 100/2904] eta: 0:42:40 lr: 0.001695 loss: 0.1821 (0.1899) loss_rec_all: 0.2084 (0.2159) loss_rec_sfr: 0.2564 (0.2777) loss_cl: -0.2788 (-0.2789) time: 0.7448 data: 0.0002 max mem: 29860 [16:11:55.683931] Epoch: [317] [ 120/2904] eta: 0:41:06 lr: 0.001695 loss: 0.1789 (0.1909) loss_rec_all: 0.2050 (0.2168) loss_rec_sfr: 0.2643 (0.2809) loss_cl: -0.2787 (-0.2789) time: 0.7474 data: 0.0002 max mem: 29860 [16:12:10.608090] Epoch: [317] [ 140/2904] eta: 0:39:53 lr: 0.001695 loss: 0.1855 (0.1909) loss_rec_all: 0.2115 (0.2168) loss_rec_sfr: 0.2546 (0.2796) loss_cl: -0.2785 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [16:12:25.570651] Epoch: [317] [ 160/2904] eta: 0:38:56 lr: 0.001695 loss: 0.1782 (0.1902) loss_rec_all: 0.2043 (0.2161) loss_rec_sfr: 0.2645 (0.2786) loss_cl: -0.2798 (-0.2789) time: 0.7481 data: 0.0002 max mem: 29860 [16:12:40.495158] Epoch: [317] [ 180/2904] eta: 0:38:07 lr: 0.001695 loss: 0.1772 (0.1900) loss_rec_all: 0.2037 (0.2159) loss_rec_sfr: 0.2567 (0.2780) loss_cl: -0.2801 (-0.2790) time: 0.7462 data: 0.0003 max mem: 29860 [16:12:55.414535] Epoch: [317] [ 200/2904] eta: 0:37:25 lr: 0.001695 loss: 0.1786 (0.1896) loss_rec_all: 0.2053 (0.2156) loss_rec_sfr: 0.2546 (0.2758) loss_cl: -0.2794 (-0.2790) time: 0.7459 data: 0.0002 max mem: 29860 [16:13:10.329553] Epoch: [317] [ 220/2904] eta: 0:36:48 lr: 0.001695 loss: 0.1789 (0.1890) loss_rec_all: 0.2054 (0.2150) loss_rec_sfr: 0.2475 (0.2730) loss_cl: -0.2788 (-0.2790) time: 0.7457 data: 0.0002 max mem: 29860 [16:13:25.251063] Epoch: [317] [ 240/2904] eta: 0:36:14 lr: 0.001695 loss: 0.1800 (0.1886) loss_rec_all: 0.2064 (0.2146) loss_rec_sfr: 0.2622 (0.2724) loss_cl: -0.2794 (-0.2790) time: 0.7460 data: 0.0002 max mem: 29860 [16:13:40.196931] Epoch: [317] [ 260/2904] eta: 0:35:44 lr: 0.001695 loss: 0.1804 (0.1891) loss_rec_all: 0.2064 (0.2151) loss_rec_sfr: 0.2590 (0.2738) loss_cl: -0.2791 (-0.2790) time: 0.7472 data: 0.0002 max mem: 29860 [16:13:55.130339] Epoch: [317] [ 280/2904] eta: 0:35:16 lr: 0.001695 loss: 0.1800 (0.1891) loss_rec_all: 0.2066 (0.2151) loss_rec_sfr: 0.2598 (0.2739) loss_cl: -0.2795 (-0.2790) time: 0.7466 data: 0.0002 max mem: 29860 [16:14:10.239580] Epoch: [317] [ 300/2904] eta: 0:34:51 lr: 0.001695 loss: 0.1768 (0.1890) loss_rec_all: 0.2033 (0.2150) loss_rec_sfr: 0.2532 (0.2739) loss_cl: -0.2791 (-0.2790) time: 0.7554 data: 0.0002 max mem: 29860 [16:14:25.171129] Epoch: [317] [ 320/2904] eta: 0:34:26 lr: 0.001695 loss: 0.1817 (0.1896) loss_rec_all: 0.2084 (0.2156) loss_rec_sfr: 0.2628 (0.2757) loss_cl: -0.2781 (-0.2790) time: 0.7465 data: 0.0002 max mem: 29860 [16:14:40.091994] Epoch: [317] [ 340/2904] eta: 0:34:02 lr: 0.001695 loss: 0.1818 (0.1900) loss_rec_all: 0.2078 (0.2159) loss_rec_sfr: 0.2600 (0.2770) loss_cl: -0.2787 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [16:14:55.014140] Epoch: [317] [ 360/2904] eta: 0:33:39 lr: 0.001695 loss: 0.1804 (0.1901) loss_rec_all: 0.2067 (0.2161) loss_rec_sfr: 0.2659 (0.2776) loss_cl: -0.2794 (-0.2790) time: 0.7461 data: 0.0002 max mem: 29860 [16:15:09.937907] Epoch: [317] [ 380/2904] eta: 0:33:16 lr: 0.001695 loss: 0.1835 (0.1905) loss_rec_all: 0.2099 (0.2165) loss_rec_sfr: 0.2632 (0.2785) loss_cl: -0.2791 (-0.2790) time: 0.7461 data: 0.0002 max mem: 29860 [16:15:24.863905] Epoch: [317] [ 400/2904] eta: 0:32:55 lr: 0.001695 loss: 0.1797 (0.1908) loss_rec_all: 0.2056 (0.2167) loss_rec_sfr: 0.2576 (0.2794) loss_cl: -0.2788 (-0.2790) time: 0.7463 data: 0.0002 max mem: 29860 [16:15:39.786044] Epoch: [317] [ 420/2904] eta: 0:32:34 lr: 0.001695 loss: 0.1849 (0.1912) loss_rec_all: 0.2107 (0.2171) loss_rec_sfr: 0.2779 (0.2812) loss_cl: -0.2780 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [16:15:54.714847] Epoch: [317] [ 440/2904] eta: 0:32:14 lr: 0.001695 loss: 0.1835 (0.1912) loss_rec_all: 0.2094 (0.2172) loss_rec_sfr: 0.2639 (0.2818) loss_cl: -0.2788 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [16:16:09.638096] Epoch: [317] [ 460/2904] eta: 0:31:54 lr: 0.001695 loss: 0.1811 (0.1915) loss_rec_all: 0.2077 (0.2174) loss_rec_sfr: 0.2633 (0.2826) loss_cl: -0.2798 (-0.2790) time: 0.7461 data: 0.0002 max mem: 29860 [16:16:24.558686] Epoch: [317] [ 480/2904] eta: 0:31:35 lr: 0.001695 loss: 0.1792 (0.1915) loss_rec_all: 0.2056 (0.2175) loss_rec_sfr: 0.2618 (0.2825) loss_cl: -0.2788 (-0.2790) time: 0.7460 data: 0.0002 max mem: 29860 [16:16:39.476902] Epoch: [317] [ 500/2904] eta: 0:31:15 lr: 0.001695 loss: 0.1819 (0.1915) loss_rec_all: 0.2079 (0.2174) loss_rec_sfr: 0.2601 (0.2823) loss_cl: -0.2783 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [16:16:54.391063] Epoch: [317] [ 520/2904] eta: 0:30:57 lr: 0.001695 loss: 0.1792 (0.1917) loss_rec_all: 0.2055 (0.2176) loss_rec_sfr: 0.2686 (0.2829) loss_cl: -0.2787 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [16:17:09.313436] Epoch: [317] [ 540/2904] eta: 0:30:38 lr: 0.001695 loss: 0.1846 (0.1917) loss_rec_all: 0.2106 (0.2177) loss_rec_sfr: 0.2634 (0.2830) loss_cl: -0.2790 (-0.2789) time: 0.7461 data: 0.0003 max mem: 29860 [16:17:24.228717] Epoch: [317] [ 560/2904] eta: 0:30:20 lr: 0.001695 loss: 0.1835 (0.1920) loss_rec_all: 0.2098 (0.2179) loss_rec_sfr: 0.2565 (0.2834) loss_cl: -0.2790 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [16:17:39.151828] Epoch: [317] [ 580/2904] eta: 0:30:02 lr: 0.001695 loss: 0.1811 (0.1922) loss_rec_all: 0.2069 (0.2181) loss_rec_sfr: 0.2679 (0.2843) loss_cl: -0.2791 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [16:17:54.075571] Epoch: [317] [ 600/2904] eta: 0:29:44 lr: 0.001695 loss: 0.1801 (0.1920) loss_rec_all: 0.2060 (0.2179) loss_rec_sfr: 0.2643 (0.2844) loss_cl: -0.2784 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [16:18:09.002338] Epoch: [317] [ 620/2904] eta: 0:29:27 lr: 0.001695 loss: 0.1780 (0.1917) loss_rec_all: 0.2044 (0.2176) loss_rec_sfr: 0.2547 (0.2833) loss_cl: -0.2786 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [16:18:23.919108] Epoch: [317] [ 640/2904] eta: 0:29:09 lr: 0.001695 loss: 0.1810 (0.1918) loss_rec_all: 0.2069 (0.2177) loss_rec_sfr: 0.2746 (0.2840) loss_cl: -0.2790 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [16:18:38.841604] Epoch: [317] [ 660/2904] eta: 0:28:52 lr: 0.001695 loss: 0.1806 (0.1916) loss_rec_all: 0.2065 (0.2175) loss_rec_sfr: 0.2635 (0.2835) loss_cl: -0.2785 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [16:18:53.759767] Epoch: [317] [ 680/2904] eta: 0:28:35 lr: 0.001695 loss: 0.1789 (0.1914) loss_rec_all: 0.2048 (0.2173) loss_rec_sfr: 0.2546 (0.2827) loss_cl: -0.2780 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [16:19:08.672247] Epoch: [317] [ 700/2904] eta: 0:28:18 lr: 0.001695 loss: 0.1855 (0.1914) loss_rec_all: 0.2115 (0.2173) loss_rec_sfr: 0.2594 (0.2826) loss_cl: -0.2787 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [16:19:23.591914] Epoch: [317] [ 720/2904] eta: 0:28:01 lr: 0.001695 loss: 0.1752 (0.1911) loss_rec_all: 0.2019 (0.2170) loss_rec_sfr: 0.2262 (0.2816) loss_cl: -0.2801 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [16:19:38.516351] Epoch: [317] [ 740/2904] eta: 0:27:44 lr: 0.001694 loss: 0.1804 (0.1909) loss_rec_all: 0.2065 (0.2168) loss_rec_sfr: 0.2590 (0.2807) loss_cl: -0.2802 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [16:19:53.438685] Epoch: [317] [ 760/2904] eta: 0:27:27 lr: 0.001694 loss: 0.1822 (0.1910) loss_rec_all: 0.2082 (0.2170) loss_rec_sfr: 0.2696 (0.2816) loss_cl: -0.2787 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [16:20:08.360834] Epoch: [317] [ 780/2904] eta: 0:27:11 lr: 0.001694 loss: 0.1864 (0.1911) loss_rec_all: 0.2125 (0.2170) loss_rec_sfr: 0.2665 (0.2820) loss_cl: -0.2786 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [16:20:23.297527] Epoch: [317] [ 800/2904] eta: 0:26:54 lr: 0.001694 loss: 0.1799 (0.1911) loss_rec_all: 0.2061 (0.2170) loss_rec_sfr: 0.2569 (0.2818) loss_cl: -0.2782 (-0.2789) time: 0.7468 data: 0.0002 max mem: 29860 [16:20:38.221925] Epoch: [317] [ 820/2904] eta: 0:26:38 lr: 0.001694 loss: 0.1779 (0.1909) loss_rec_all: 0.2044 (0.2169) loss_rec_sfr: 0.2619 (0.2814) loss_cl: -0.2785 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [16:20:53.139466] Epoch: [317] [ 840/2904] eta: 0:26:22 lr: 0.001694 loss: 0.1813 (0.1910) loss_rec_all: 0.2077 (0.2169) loss_rec_sfr: 0.2625 (0.2815) loss_cl: -0.2791 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [16:21:08.054062] Epoch: [317] [ 860/2904] eta: 0:26:05 lr: 0.001694 loss: 0.1781 (0.1910) loss_rec_all: 0.2043 (0.2169) loss_rec_sfr: 0.2607 (0.2817) loss_cl: -0.2792 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [16:21:22.974876] Epoch: [317] [ 880/2904] eta: 0:25:49 lr: 0.001694 loss: 0.1830 (0.1912) loss_rec_all: 0.2090 (0.2172) loss_rec_sfr: 0.2723 (0.2827) loss_cl: -0.2780 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [16:21:37.892842] Epoch: [317] [ 900/2904] eta: 0:25:33 lr: 0.001694 loss: 0.1804 (0.1912) loss_rec_all: 0.2064 (0.2171) loss_rec_sfr: 0.2593 (0.2825) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0005 max mem: 29860 [16:21:52.809292] Epoch: [317] [ 920/2904] eta: 0:25:17 lr: 0.001694 loss: 0.1782 (0.1911) loss_rec_all: 0.2043 (0.2170) loss_rec_sfr: 0.2621 (0.2822) loss_cl: -0.2797 (-0.2789) time: 0.7458 data: 0.0004 max mem: 29860 [16:22:07.727863] Epoch: [317] [ 940/2904] eta: 0:25:01 lr: 0.001694 loss: 0.1791 (0.1910) loss_rec_all: 0.2055 (0.2169) loss_rec_sfr: 0.2556 (0.2818) loss_cl: -0.2797 (-0.2789) time: 0.7459 data: 0.0003 max mem: 29860 [16:22:22.635314] Epoch: [317] [ 960/2904] eta: 0:24:44 lr: 0.001694 loss: 0.1786 (0.1909) loss_rec_all: 0.2047 (0.2168) loss_rec_sfr: 0.2579 (0.2814) loss_cl: -0.2796 (-0.2789) time: 0.7453 data: 0.0004 max mem: 29860 [16:22:37.541236] Epoch: [317] [ 980/2904] eta: 0:24:28 lr: 0.001694 loss: 0.1783 (0.1909) loss_rec_all: 0.2049 (0.2168) loss_rec_sfr: 0.2592 (0.2815) loss_cl: -0.2787 (-0.2789) time: 0.7453 data: 0.0003 max mem: 29860 [16:22:52.446440] Epoch: [317] [1000/2904] eta: 0:24:13 lr: 0.001694 loss: 0.1762 (0.1907) loss_rec_all: 0.2023 (0.2166) loss_rec_sfr: 0.2531 (0.2809) loss_cl: -0.2787 (-0.2789) time: 0.7452 data: 0.0003 max mem: 29860 [16:23:07.351936] Epoch: [317] [1020/2904] eta: 0:23:57 lr: 0.001694 loss: 0.1806 (0.1907) loss_rec_all: 0.2065 (0.2166) loss_rec_sfr: 0.2583 (0.2808) loss_cl: -0.2789 (-0.2789) time: 0.7452 data: 0.0003 max mem: 29860 [16:23:22.258052] Epoch: [317] [1040/2904] eta: 0:23:41 lr: 0.001694 loss: 0.1802 (0.1906) loss_rec_all: 0.2066 (0.2165) loss_rec_sfr: 0.2608 (0.2806) loss_cl: -0.2783 (-0.2789) time: 0.7453 data: 0.0003 max mem: 29860 [16:23:37.167626] Epoch: [317] [1060/2904] eta: 0:23:25 lr: 0.001694 loss: 0.1859 (0.1907) loss_rec_all: 0.2120 (0.2166) loss_rec_sfr: 0.2600 (0.2807) loss_cl: -0.2787 (-0.2789) time: 0.7454 data: 0.0003 max mem: 29860 [16:23:52.075083] Epoch: [317] [1080/2904] eta: 0:23:09 lr: 0.001694 loss: 0.1793 (0.1907) loss_rec_all: 0.2057 (0.2166) loss_rec_sfr: 0.2493 (0.2804) loss_cl: -0.2794 (-0.2789) time: 0.7453 data: 0.0003 max mem: 29860 [16:24:06.985185] Epoch: [317] [1100/2904] eta: 0:22:53 lr: 0.001694 loss: 0.1773 (0.1906) loss_rec_all: 0.2037 (0.2165) loss_rec_sfr: 0.2595 (0.2802) loss_cl: -0.2791 (-0.2789) time: 0.7455 data: 0.0003 max mem: 29860 [16:24:21.896740] Epoch: [317] [1120/2904] eta: 0:22:38 lr: 0.001694 loss: 0.1840 (0.1906) loss_rec_all: 0.2101 (0.2166) loss_rec_sfr: 0.2614 (0.2802) loss_cl: -0.2785 (-0.2789) time: 0.7455 data: 0.0003 max mem: 29860 [16:24:36.809748] Epoch: [317] [1140/2904] eta: 0:22:22 lr: 0.001694 loss: 0.1773 (0.1906) loss_rec_all: 0.2038 (0.2165) loss_rec_sfr: 0.2578 (0.2801) loss_cl: -0.2784 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [16:24:51.717554] Epoch: [317] [1160/2904] eta: 0:22:06 lr: 0.001694 loss: 0.1794 (0.1907) loss_rec_all: 0.2058 (0.2166) loss_rec_sfr: 0.2604 (0.2802) loss_cl: -0.2793 (-0.2789) time: 0.7453 data: 0.0003 max mem: 29860 [16:25:06.629450] Epoch: [317] [1180/2904] eta: 0:21:51 lr: 0.001694 loss: 0.1801 (0.1905) loss_rec_all: 0.2063 (0.2165) loss_rec_sfr: 0.2482 (0.2796) loss_cl: -0.2806 (-0.2789) time: 0.7456 data: 0.0003 max mem: 29860 [16:25:21.542224] Epoch: [317] [1200/2904] eta: 0:21:35 lr: 0.001694 loss: 0.1807 (0.1906) loss_rec_all: 0.2067 (0.2165) loss_rec_sfr: 0.2654 (0.2798) loss_cl: -0.2800 (-0.2789) time: 0.7456 data: 0.0003 max mem: 29860 [16:25:36.453888] Epoch: [317] [1220/2904] eta: 0:21:19 lr: 0.001694 loss: 0.1859 (0.1907) loss_rec_all: 0.2119 (0.2167) loss_rec_sfr: 0.2685 (0.2804) loss_cl: -0.2777 (-0.2789) time: 0.7455 data: 0.0003 max mem: 29860 [16:25:51.361290] Epoch: [317] [1240/2904] eta: 0:21:04 lr: 0.001694 loss: 0.1825 (0.1907) loss_rec_all: 0.2084 (0.2166) loss_rec_sfr: 0.2668 (0.2802) loss_cl: -0.2781 (-0.2789) time: 0.7453 data: 0.0003 max mem: 29860 [16:26:06.280166] Epoch: [317] [1260/2904] eta: 0:20:48 lr: 0.001694 loss: 0.1787 (0.1906) loss_rec_all: 0.2049 (0.2166) loss_rec_sfr: 0.2586 (0.2800) loss_cl: -0.2789 (-0.2789) time: 0.7459 data: 0.0003 max mem: 29860 [16:26:21.185871] Epoch: [317] [1280/2904] eta: 0:20:33 lr: 0.001694 loss: 0.1819 (0.1906) loss_rec_all: 0.2082 (0.2165) loss_rec_sfr: 0.2642 (0.2799) loss_cl: -0.2800 (-0.2789) time: 0.7452 data: 0.0003 max mem: 29860 [16:26:36.096088] Epoch: [317] [1300/2904] eta: 0:20:17 lr: 0.001694 loss: 0.1805 (0.1905) loss_rec_all: 0.2066 (0.2164) loss_rec_sfr: 0.2597 (0.2797) loss_cl: -0.2797 (-0.2789) time: 0.7455 data: 0.0003 max mem: 29860 [16:26:51.008176] Epoch: [317] [1320/2904] eta: 0:20:02 lr: 0.001694 loss: 0.1820 (0.1906) loss_rec_all: 0.2085 (0.2165) loss_rec_sfr: 0.2614 (0.2800) loss_cl: -0.2788 (-0.2789) time: 0.7456 data: 0.0003 max mem: 29860 [16:27:05.919752] Epoch: [317] [1340/2904] eta: 0:19:46 lr: 0.001694 loss: 0.1820 (0.1906) loss_rec_all: 0.2080 (0.2165) loss_rec_sfr: 0.2599 (0.2800) loss_cl: -0.2781 (-0.2789) time: 0.7455 data: 0.0003 max mem: 29860 [16:27:20.826538] Epoch: [317] [1360/2904] eta: 0:19:31 lr: 0.001694 loss: 0.1766 (0.1904) loss_rec_all: 0.2027 (0.2163) loss_rec_sfr: 0.2567 (0.2795) loss_cl: -0.2782 (-0.2789) time: 0.7453 data: 0.0003 max mem: 29860 [16:27:35.734177] Epoch: [317] [1380/2904] eta: 0:19:15 lr: 0.001693 loss: 0.1797 (0.1904) loss_rec_all: 0.2058 (0.2163) loss_rec_sfr: 0.2228 (0.2792) loss_cl: -0.2793 (-0.2789) time: 0.7453 data: 0.0003 max mem: 29860 [16:27:50.641892] Epoch: [317] [1400/2904] eta: 0:19:00 lr: 0.001693 loss: 0.1840 (0.1904) loss_rec_all: 0.2103 (0.2164) loss_rec_sfr: 0.2602 (0.2793) loss_cl: -0.2793 (-0.2789) time: 0.7453 data: 0.0003 max mem: 29860 [16:28:05.549961] Epoch: [317] [1420/2904] eta: 0:18:44 lr: 0.001693 loss: 0.1777 (0.1904) loss_rec_all: 0.2037 (0.2163) loss_rec_sfr: 0.2651 (0.2792) loss_cl: -0.2795 (-0.2789) time: 0.7454 data: 0.0003 max mem: 29860 [16:28:20.461671] Epoch: [317] [1440/2904] eta: 0:18:29 lr: 0.001693 loss: 0.1786 (0.1905) loss_rec_all: 0.2046 (0.2164) loss_rec_sfr: 0.2681 (0.2794) loss_cl: -0.2782 (-0.2789) time: 0.7455 data: 0.0003 max mem: 29860 [16:28:35.373923] Epoch: [317] [1460/2904] eta: 0:18:13 lr: 0.001693 loss: 0.1805 (0.1904) loss_rec_all: 0.2065 (0.2164) loss_rec_sfr: 0.2500 (0.2793) loss_cl: -0.2788 (-0.2789) time: 0.7456 data: 0.0003 max mem: 29860 [16:28:50.281741] Epoch: [317] [1480/2904] eta: 0:17:58 lr: 0.001693 loss: 0.1833 (0.1905) loss_rec_all: 0.2094 (0.2164) loss_rec_sfr: 0.2549 (0.2794) loss_cl: -0.2785 (-0.2789) time: 0.7454 data: 0.0003 max mem: 29860 [16:29:05.189020] Epoch: [317] [1500/2904] eta: 0:17:43 lr: 0.001693 loss: 0.1811 (0.1905) loss_rec_all: 0.2072 (0.2164) loss_rec_sfr: 0.2711 (0.2796) loss_cl: -0.2780 (-0.2789) time: 0.7453 data: 0.0003 max mem: 29860 [16:29:20.097692] Epoch: [317] [1520/2904] eta: 0:17:27 lr: 0.001693 loss: 0.1826 (0.1905) loss_rec_all: 0.2087 (0.2164) loss_rec_sfr: 0.2658 (0.2797) loss_cl: -0.2796 (-0.2789) time: 0.7454 data: 0.0003 max mem: 29860 [16:29:35.002382] Epoch: [317] [1540/2904] eta: 0:17:12 lr: 0.001693 loss: 0.1787 (0.1906) loss_rec_all: 0.2046 (0.2165) loss_rec_sfr: 0.2583 (0.2799) loss_cl: -0.2785 (-0.2789) time: 0.7452 data: 0.0003 max mem: 29860 [16:29:49.914202] Epoch: [317] [1560/2904] eta: 0:16:57 lr: 0.001693 loss: 0.1799 (0.1905) loss_rec_all: 0.2065 (0.2164) loss_rec_sfr: 0.2225 (0.2795) loss_cl: -0.2792 (-0.2789) time: 0.7456 data: 0.0003 max mem: 29860 [16:30:04.825993] Epoch: [317] [1580/2904] eta: 0:16:41 lr: 0.001693 loss: 0.1796 (0.1905) loss_rec_all: 0.2055 (0.2164) loss_rec_sfr: 0.2675 (0.2793) loss_cl: -0.2797 (-0.2789) time: 0.7456 data: 0.0003 max mem: 29860 [16:30:19.736216] Epoch: [317] [1600/2904] eta: 0:16:26 lr: 0.001693 loss: 0.1789 (0.1904) loss_rec_all: 0.2052 (0.2164) loss_rec_sfr: 0.2611 (0.2793) loss_cl: -0.2796 (-0.2789) time: 0.7455 data: 0.0003 max mem: 29860 [16:30:34.645034] Epoch: [317] [1620/2904] eta: 0:16:11 lr: 0.001693 loss: 0.1797 (0.1903) loss_rec_all: 0.2056 (0.2163) loss_rec_sfr: 0.2620 (0.2790) loss_cl: -0.2787 (-0.2789) time: 0.7454 data: 0.0003 max mem: 29860 [16:30:49.551868] Epoch: [317] [1640/2904] eta: 0:15:55 lr: 0.001693 loss: 0.1780 (0.1903) loss_rec_all: 0.2041 (0.2162) loss_rec_sfr: 0.2444 (0.2789) loss_cl: -0.2784 (-0.2789) time: 0.7453 data: 0.0003 max mem: 29860 [16:31:04.459935] Epoch: [317] [1660/2904] eta: 0:15:40 lr: 0.001693 loss: 0.1801 (0.1903) loss_rec_all: 0.2064 (0.2163) loss_rec_sfr: 0.2593 (0.2790) loss_cl: -0.2783 (-0.2789) time: 0.7454 data: 0.0003 max mem: 29860 [16:31:19.369911] Epoch: [317] [1680/2904] eta: 0:15:25 lr: 0.001693 loss: 0.1863 (0.1905) loss_rec_all: 0.2122 (0.2164) loss_rec_sfr: 0.2788 (0.2796) loss_cl: -0.2780 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [16:31:34.279861] Epoch: [317] [1700/2904] eta: 0:15:10 lr: 0.001693 loss: 0.1824 (0.1906) loss_rec_all: 0.2087 (0.2165) loss_rec_sfr: 0.2490 (0.2797) loss_cl: -0.2793 (-0.2789) time: 0.7455 data: 0.0003 max mem: 29860 [16:31:49.192212] Epoch: [317] [1720/2904] eta: 0:14:54 lr: 0.001693 loss: 0.1813 (0.1906) loss_rec_all: 0.2078 (0.2165) loss_rec_sfr: 0.2650 (0.2797) loss_cl: -0.2795 (-0.2789) time: 0.7456 data: 0.0003 max mem: 29860 [16:32:04.110224] Epoch: [317] [1740/2904] eta: 0:14:39 lr: 0.001693 loss: 0.1798 (0.1906) loss_rec_all: 0.2063 (0.2165) loss_rec_sfr: 0.2618 (0.2798) loss_cl: -0.2797 (-0.2789) time: 0.7459 data: 0.0003 max mem: 29860 [16:32:19.028186] Epoch: [317] [1760/2904] eta: 0:14:24 lr: 0.001693 loss: 0.1818 (0.1907) loss_rec_all: 0.2081 (0.2166) loss_rec_sfr: 0.2694 (0.2801) loss_cl: -0.2787 (-0.2789) time: 0.7459 data: 0.0003 max mem: 29860 [16:32:33.954959] Epoch: [317] [1780/2904] eta: 0:14:09 lr: 0.001693 loss: 0.1820 (0.1907) loss_rec_all: 0.2080 (0.2166) loss_rec_sfr: 0.2607 (0.2801) loss_cl: -0.2782 (-0.2789) time: 0.7463 data: 0.0003 max mem: 29860 [16:32:48.862060] Epoch: [317] [1800/2904] eta: 0:13:53 lr: 0.001693 loss: 0.1765 (0.1906) loss_rec_all: 0.2025 (0.2165) loss_rec_sfr: 0.2591 (0.2798) loss_cl: -0.2781 (-0.2789) time: 0.7453 data: 0.0003 max mem: 29860 [16:33:03.771202] Epoch: [317] [1820/2904] eta: 0:13:38 lr: 0.001693 loss: 0.1807 (0.1905) loss_rec_all: 0.2070 (0.2165) loss_rec_sfr: 0.2466 (0.2796) loss_cl: -0.2790 (-0.2789) time: 0.7454 data: 0.0003 max mem: 29860 [16:33:18.681346] Epoch: [317] [1840/2904] eta: 0:13:23 lr: 0.001693 loss: 0.1900 (0.1907) loss_rec_all: 0.2160 (0.2166) loss_rec_sfr: 0.2784 (0.2804) loss_cl: -0.2797 (-0.2789) time: 0.7455 data: 0.0003 max mem: 29860 [16:33:33.592668] Epoch: [317] [1860/2904] eta: 0:13:08 lr: 0.001693 loss: 0.1773 (0.1907) loss_rec_all: 0.2034 (0.2166) loss_rec_sfr: 0.2643 (0.2802) loss_cl: -0.2787 (-0.2789) time: 0.7455 data: 0.0003 max mem: 29860 [16:33:48.497719] Epoch: [317] [1880/2904] eta: 0:12:52 lr: 0.001693 loss: 0.1779 (0.1906) loss_rec_all: 0.2044 (0.2165) loss_rec_sfr: 0.2552 (0.2800) loss_cl: -0.2788 (-0.2789) time: 0.7452 data: 0.0003 max mem: 29860 [16:34:03.405872] Epoch: [317] [1900/2904] eta: 0:12:37 lr: 0.001693 loss: 0.1806 (0.1906) loss_rec_all: 0.2070 (0.2165) loss_rec_sfr: 0.2548 (0.2798) loss_cl: -0.2792 (-0.2789) time: 0.7454 data: 0.0003 max mem: 29860 [16:34:18.320269] Epoch: [317] [1920/2904] eta: 0:12:22 lr: 0.001693 loss: 0.1816 (0.1906) loss_rec_all: 0.2081 (0.2165) loss_rec_sfr: 0.2689 (0.2798) loss_cl: -0.2790 (-0.2789) time: 0.7457 data: 0.0003 max mem: 29860 [16:34:33.229420] Epoch: [317] [1940/2904] eta: 0:12:07 lr: 0.001693 loss: 0.1813 (0.1906) loss_rec_all: 0.2076 (0.2165) loss_rec_sfr: 0.2530 (0.2798) loss_cl: -0.2799 (-0.2789) time: 0.7454 data: 0.0003 max mem: 29860 [16:34:48.145179] Epoch: [317] [1960/2904] eta: 0:11:52 lr: 0.001693 loss: 0.1765 (0.1906) loss_rec_all: 0.2027 (0.2165) loss_rec_sfr: 0.2547 (0.2799) loss_cl: -0.2785 (-0.2789) time: 0.7457 data: 0.0003 max mem: 29860 [16:35:03.057786] Epoch: [317] [1980/2904] eta: 0:11:37 lr: 0.001693 loss: 0.1794 (0.1905) loss_rec_all: 0.2056 (0.2164) loss_rec_sfr: 0.2654 (0.2797) loss_cl: -0.2779 (-0.2789) time: 0.7456 data: 0.0003 max mem: 29860 [16:35:17.968877] Epoch: [317] [2000/2904] eta: 0:11:21 lr: 0.001693 loss: 0.1824 (0.1905) loss_rec_all: 0.2084 (0.2164) loss_rec_sfr: 0.2645 (0.2797) loss_cl: -0.2782 (-0.2789) time: 0.7455 data: 0.0003 max mem: 29860 [16:35:32.886991] Epoch: [317] [2020/2904] eta: 0:11:06 lr: 0.001692 loss: 0.1778 (0.1905) loss_rec_all: 0.2042 (0.2164) loss_rec_sfr: 0.2568 (0.2798) loss_cl: -0.2795 (-0.2789) time: 0.7459 data: 0.0003 max mem: 29860 [16:35:47.790895] Epoch: [317] [2040/2904] eta: 0:10:51 lr: 0.001692 loss: 0.1753 (0.1906) loss_rec_all: 0.2015 (0.2165) loss_rec_sfr: 0.2598 (0.2801) loss_cl: -0.2797 (-0.2789) time: 0.7452 data: 0.0003 max mem: 29860 [16:36:02.701062] Epoch: [317] [2060/2904] eta: 0:10:36 lr: 0.001692 loss: 0.1788 (0.1906) loss_rec_all: 0.2049 (0.2165) loss_rec_sfr: 0.2617 (0.2800) loss_cl: -0.2782 (-0.2789) time: 0.7455 data: 0.0003 max mem: 29860 [16:36:17.611520] Epoch: [317] [2080/2904] eta: 0:10:21 lr: 0.001692 loss: 0.1798 (0.1906) loss_rec_all: 0.2057 (0.2165) loss_rec_sfr: 0.2651 (0.2799) loss_cl: -0.2783 (-0.2789) time: 0.7455 data: 0.0003 max mem: 29860 [16:36:32.523060] Epoch: [317] [2100/2904] eta: 0:10:06 lr: 0.001692 loss: 0.1827 (0.1906) loss_rec_all: 0.2086 (0.2166) loss_rec_sfr: 0.2643 (0.2801) loss_cl: -0.2789 (-0.2789) time: 0.7455 data: 0.0003 max mem: 29860 [16:36:47.427091] Epoch: [317] [2120/2904] eta: 0:09:50 lr: 0.001692 loss: 0.1811 (0.1906) loss_rec_all: 0.2071 (0.2165) loss_rec_sfr: 0.2579 (0.2799) loss_cl: -0.2793 (-0.2789) time: 0.7452 data: 0.0003 max mem: 29860 [16:37:02.338246] Epoch: [317] [2140/2904] eta: 0:09:35 lr: 0.001692 loss: 0.1822 (0.1906) loss_rec_all: 0.2083 (0.2165) loss_rec_sfr: 0.2643 (0.2798) loss_cl: -0.2782 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [16:37:17.247485] Epoch: [317] [2160/2904] eta: 0:09:20 lr: 0.001692 loss: 0.1791 (0.1905) loss_rec_all: 0.2053 (0.2165) loss_rec_sfr: 0.2489 (0.2797) loss_cl: -0.2789 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [16:37:32.165931] Epoch: [317] [2180/2904] eta: 0:09:05 lr: 0.001692 loss: 0.1790 (0.1905) loss_rec_all: 0.2054 (0.2165) loss_rec_sfr: 0.2253 (0.2796) loss_cl: -0.2796 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [16:37:47.077957] Epoch: [317] [2200/2904] eta: 0:08:50 lr: 0.001692 loss: 0.1811 (0.1906) loss_rec_all: 0.2071 (0.2165) loss_rec_sfr: 0.2635 (0.2799) loss_cl: -0.2791 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [16:38:01.987629] Epoch: [317] [2220/2904] eta: 0:08:35 lr: 0.001692 loss: 0.1804 (0.1906) loss_rec_all: 0.2064 (0.2166) loss_rec_sfr: 0.2605 (0.2798) loss_cl: -0.2792 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [16:38:16.897058] Epoch: [317] [2240/2904] eta: 0:08:20 lr: 0.001692 loss: 0.1798 (0.1906) loss_rec_all: 0.2061 (0.2165) loss_rec_sfr: 0.2533 (0.2797) loss_cl: -0.2780 (-0.2789) time: 0.7454 data: 0.0003 max mem: 29860 [16:38:31.809923] Epoch: [317] [2260/2904] eta: 0:08:05 lr: 0.001692 loss: 0.1794 (0.1906) loss_rec_all: 0.2057 (0.2165) loss_rec_sfr: 0.2619 (0.2797) loss_cl: -0.2774 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [16:38:46.723871] Epoch: [317] [2280/2904] eta: 0:07:50 lr: 0.001692 loss: 0.1798 (0.1905) loss_rec_all: 0.2061 (0.2165) loss_rec_sfr: 0.2244 (0.2794) loss_cl: -0.2783 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [16:39:01.637745] Epoch: [317] [2300/2904] eta: 0:07:34 lr: 0.001692 loss: 0.1823 (0.1906) loss_rec_all: 0.2082 (0.2166) loss_rec_sfr: 0.2696 (0.2797) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [16:39:16.560423] Epoch: [317] [2320/2904] eta: 0:07:19 lr: 0.001692 loss: 0.1807 (0.1906) loss_rec_all: 0.2071 (0.2165) loss_rec_sfr: 0.2680 (0.2797) loss_cl: -0.2786 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [16:39:31.500596] Epoch: [317] [2340/2904] eta: 0:07:04 lr: 0.001692 loss: 0.1802 (0.1907) loss_rec_all: 0.2066 (0.2166) loss_rec_sfr: 0.2455 (0.2798) loss_cl: -0.2788 (-0.2788) time: 0.7470 data: 0.0003 max mem: 29860 [16:39:46.422796] Epoch: [317] [2360/2904] eta: 0:06:49 lr: 0.001692 loss: 0.1778 (0.1906) loss_rec_all: 0.2041 (0.2166) loss_rec_sfr: 0.2571 (0.2796) loss_cl: -0.2786 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [16:40:01.342997] Epoch: [317] [2380/2904] eta: 0:06:34 lr: 0.001692 loss: 0.1803 (0.1906) loss_rec_all: 0.2065 (0.2165) loss_rec_sfr: 0.2524 (0.2795) loss_cl: -0.2784 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [16:40:16.266991] Epoch: [317] [2400/2904] eta: 0:06:19 lr: 0.001692 loss: 0.1774 (0.1905) loss_rec_all: 0.2034 (0.2165) loss_rec_sfr: 0.2624 (0.2792) loss_cl: -0.2788 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [16:40:31.177378] Epoch: [317] [2420/2904] eta: 0:06:04 lr: 0.001692 loss: 0.1788 (0.1906) loss_rec_all: 0.2049 (0.2165) loss_rec_sfr: 0.2629 (0.2795) loss_cl: -0.2793 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [16:40:46.091902] Epoch: [317] [2440/2904] eta: 0:05:49 lr: 0.001692 loss: 0.1857 (0.1906) loss_rec_all: 0.2119 (0.2165) loss_rec_sfr: 0.2595 (0.2794) loss_cl: -0.2796 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [16:41:01.009219] Epoch: [317] [2460/2904] eta: 0:05:34 lr: 0.001692 loss: 0.1830 (0.1906) loss_rec_all: 0.2092 (0.2165) loss_rec_sfr: 0.2611 (0.2794) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [16:41:15.927605] Epoch: [317] [2480/2904] eta: 0:05:19 lr: 0.001692 loss: 0.1803 (0.1907) loss_rec_all: 0.2065 (0.2166) loss_rec_sfr: 0.2710 (0.2796) loss_cl: -0.2783 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [16:41:30.858456] Epoch: [317] [2500/2904] eta: 0:05:04 lr: 0.001692 loss: 0.1809 (0.1906) loss_rec_all: 0.2068 (0.2166) loss_rec_sfr: 0.2578 (0.2795) loss_cl: -0.2778 (-0.2788) time: 0.7465 data: 0.0004 max mem: 29860 [16:41:45.784836] Epoch: [317] [2520/2904] eta: 0:04:48 lr: 0.001692 loss: 0.1810 (0.1907) loss_rec_all: 0.2069 (0.2166) loss_rec_sfr: 0.2642 (0.2796) loss_cl: -0.2790 (-0.2788) time: 0.7463 data: 0.0003 max mem: 29860 [16:42:00.696722] Epoch: [317] [2540/2904] eta: 0:04:33 lr: 0.001692 loss: 0.1801 (0.1906) loss_rec_all: 0.2062 (0.2166) loss_rec_sfr: 0.2554 (0.2795) loss_cl: -0.2797 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [16:42:15.616203] Epoch: [317] [2560/2904] eta: 0:04:18 lr: 0.001692 loss: 0.1794 (0.1906) loss_rec_all: 0.2054 (0.2165) loss_rec_sfr: 0.2587 (0.2794) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [16:42:30.519545] Epoch: [317] [2580/2904] eta: 0:04:03 lr: 0.001692 loss: 0.1802 (0.1905) loss_rec_all: 0.2066 (0.2165) loss_rec_sfr: 0.2253 (0.2790) loss_cl: -0.2785 (-0.2788) time: 0.7451 data: 0.0003 max mem: 29860 [16:42:45.442460] Epoch: [317] [2600/2904] eta: 0:03:48 lr: 0.001692 loss: 0.1759 (0.1905) loss_rec_all: 0.2021 (0.2164) loss_rec_sfr: 0.2643 (0.2791) loss_cl: -0.2791 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [16:43:00.357826] Epoch: [317] [2620/2904] eta: 0:03:33 lr: 0.001692 loss: 0.1811 (0.1905) loss_rec_all: 0.2073 (0.2164) loss_rec_sfr: 0.2548 (0.2790) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [16:43:15.289862] Epoch: [317] [2640/2904] eta: 0:03:18 lr: 0.001692 loss: 0.1808 (0.1905) loss_rec_all: 0.2067 (0.2164) loss_rec_sfr: 0.2652 (0.2789) loss_cl: -0.2795 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [16:43:30.218685] Epoch: [317] [2660/2904] eta: 0:03:03 lr: 0.001691 loss: 0.1816 (0.1905) loss_rec_all: 0.2078 (0.2165) loss_rec_sfr: 0.2562 (0.2791) loss_cl: -0.2795 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [16:43:45.148629] Epoch: [317] [2680/2904] eta: 0:02:48 lr: 0.001691 loss: 0.1767 (0.1905) loss_rec_all: 0.2033 (0.2164) loss_rec_sfr: 0.2317 (0.2789) loss_cl: -0.2794 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [16:44:00.064875] Epoch: [317] [2700/2904] eta: 0:02:33 lr: 0.001691 loss: 0.1836 (0.1905) loss_rec_all: 0.2096 (0.2164) loss_rec_sfr: 0.2688 (0.2791) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [16:44:14.977182] Epoch: [317] [2720/2904] eta: 0:02:18 lr: 0.001691 loss: 0.1816 (0.1906) loss_rec_all: 0.2074 (0.2165) loss_rec_sfr: 0.2595 (0.2793) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [16:44:29.892572] Epoch: [317] [2740/2904] eta: 0:02:03 lr: 0.001691 loss: 0.1783 (0.1906) loss_rec_all: 0.2045 (0.2166) loss_rec_sfr: 0.2711 (0.2796) loss_cl: -0.2796 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [16:44:44.805433] Epoch: [317] [2760/2904] eta: 0:01:48 lr: 0.001691 loss: 0.1800 (0.1907) loss_rec_all: 0.2058 (0.2166) loss_rec_sfr: 0.2694 (0.2798) loss_cl: -0.2783 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [16:44:59.733213] Epoch: [317] [2780/2904] eta: 0:01:33 lr: 0.001691 loss: 0.1800 (0.1906) loss_rec_all: 0.2063 (0.2166) loss_rec_sfr: 0.2544 (0.2796) loss_cl: -0.2787 (-0.2788) time: 0.7463 data: 0.0003 max mem: 29860 [16:45:14.654512] Epoch: [317] [2800/2904] eta: 0:01:18 lr: 0.001691 loss: 0.1817 (0.1906) loss_rec_all: 0.2077 (0.2166) loss_rec_sfr: 0.2609 (0.2797) loss_cl: -0.2792 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [16:45:29.575089] Epoch: [317] [2820/2904] eta: 0:01:03 lr: 0.001691 loss: 0.1811 (0.1907) loss_rec_all: 0.2076 (0.2166) loss_rec_sfr: 0.2557 (0.2797) loss_cl: -0.2795 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [16:45:44.571953] Epoch: [317] [2840/2904] eta: 0:00:48 lr: 0.001691 loss: 0.1823 (0.1907) loss_rec_all: 0.2082 (0.2166) loss_rec_sfr: 0.2705 (0.2799) loss_cl: -0.2794 (-0.2788) time: 0.7498 data: 0.0043 max mem: 29860 [16:45:59.466942] Epoch: [317] [2860/2904] eta: 0:00:33 lr: 0.001691 loss: 0.1764 (0.1907) loss_rec_all: 0.2028 (0.2166) loss_rec_sfr: 0.2179 (0.2797) loss_cl: -0.2786 (-0.2788) time: 0.7447 data: 0.0001 max mem: 29860 [16:46:14.362427] Epoch: [317] [2880/2904] eta: 0:00:18 lr: 0.001691 loss: 0.1794 (0.1907) loss_rec_all: 0.2055 (0.2166) loss_rec_sfr: 0.2646 (0.2798) loss_cl: -0.2776 (-0.2788) time: 0.7447 data: 0.0001 max mem: 29860 [16:46:29.256589] Epoch: [317] [2900/2904] eta: 0:00:03 lr: 0.001691 loss: 0.1771 (0.1907) loss_rec_all: 0.2032 (0.2166) loss_rec_sfr: 0.2657 (0.2798) loss_cl: -0.2779 (-0.2788) time: 0.7447 data: 0.0001 max mem: 29860 [16:46:31.499085] Epoch: [317] [2903/2904] eta: 0:00:00 lr: 0.001691 loss: 0.1779 (0.1906) loss_rec_all: 0.2036 (0.2166) loss_rec_sfr: 0.2571 (0.2797) loss_cl: -0.2783 (-0.2788) time: 0.7446 data: 0.0001 max mem: 29860 [16:46:33.698429] Epoch: [317] Total time: 0:36:25 (0.7525 s / it) [16:46:33.713770] Averaged stats: lr: 0.001691 loss: 0.1779 (0.1922) loss_rec_all: 0.2036 (0.2158) loss_rec_sfr: 0.2571 (0.2765) loss_cl: -0.2783 (-0.2556) [16:46:33.719845] log_dir: ./checkpoint/VF2_ViT-B [16:46:52.372454] Epoch: [318] [ 0/2904] eta: 15:02:45 lr: 0.001691 loss: 0.1878 (0.1878) loss_rec_all: 0.2142 (0.2142) loss_rec_sfr: 0.2394 (0.2394) loss_cl: -0.2804 (-0.2804) time: 18.6519 data: 17.6215 max mem: 29860 [16:47:09.084006] Epoch: [318] [ 20/2904] eta: 1:20:56 lr: 0.001691 loss: 0.1799 (0.1907) loss_rec_all: 0.2064 (0.2168) loss_rec_sfr: 0.2491 (0.2729) loss_cl: -0.2797 (-0.2798) time: 0.8355 data: 0.0006 max mem: 29860 [16:47:23.970534] Epoch: [318] [ 40/2904] eta: 0:58:30 lr: 0.001691 loss: 0.1799 (0.1930) loss_rec_all: 0.2063 (0.2189) loss_rec_sfr: 0.2636 (0.2828) loss_cl: -0.2786 (-0.2793) time: 0.7443 data: 0.0002 max mem: 29860 [16:47:38.866312] Epoch: [318] [ 60/2904] eta: 0:50:37 lr: 0.001691 loss: 0.1781 (0.1906) loss_rec_all: 0.2045 (0.2166) loss_rec_sfr: 0.2505 (0.2742) loss_cl: -0.2789 (-0.2791) time: 0.7447 data: 0.0003 max mem: 29860 [16:47:53.778052] Epoch: [318] [ 80/2904] eta: 0:46:30 lr: 0.001691 loss: 0.1791 (0.1906) loss_rec_all: 0.2052 (0.2166) loss_rec_sfr: 0.2618 (0.2752) loss_cl: -0.2797 (-0.2792) time: 0.7455 data: 0.0003 max mem: 29860 [16:48:08.682390] Epoch: [318] [ 100/2904] eta: 0:43:56 lr: 0.001691 loss: 0.1817 (0.1905) loss_rec_all: 0.2080 (0.2165) loss_rec_sfr: 0.2557 (0.2755) loss_cl: -0.2794 (-0.2793) time: 0.7451 data: 0.0003 max mem: 29860 [16:48:23.623098] Epoch: [318] [ 120/2904] eta: 0:42:08 lr: 0.001691 loss: 0.1829 (0.1917) loss_rec_all: 0.2088 (0.2176) loss_rec_sfr: 0.2590 (0.2799) loss_cl: -0.2781 (-0.2791) time: 0.7470 data: 0.0004 max mem: 29860 [16:48:38.549007] Epoch: [318] [ 140/2904] eta: 0:40:46 lr: 0.001691 loss: 0.1792 (0.1914) loss_rec_all: 0.2056 (0.2173) loss_rec_sfr: 0.2539 (0.2802) loss_cl: -0.2782 (-0.2790) time: 0.7462 data: 0.0003 max mem: 29860 [16:48:53.517736] Epoch: [318] [ 160/2904] eta: 0:39:42 lr: 0.001691 loss: 0.1771 (0.1901) loss_rec_all: 0.2031 (0.2161) loss_rec_sfr: 0.2206 (0.2759) loss_cl: -0.2789 (-0.2790) time: 0.7484 data: 0.0003 max mem: 29860 [16:49:08.449813] Epoch: [318] [ 180/2904] eta: 0:38:48 lr: 0.001691 loss: 0.1803 (0.1903) loss_rec_all: 0.2062 (0.2163) loss_rec_sfr: 0.2627 (0.2774) loss_cl: -0.2786 (-0.2789) time: 0.7466 data: 0.0004 max mem: 29860 [16:49:23.399418] Epoch: [318] [ 200/2904] eta: 0:38:02 lr: 0.001691 loss: 0.1803 (0.1906) loss_rec_all: 0.2064 (0.2165) loss_rec_sfr: 0.2588 (0.2780) loss_cl: -0.2795 (-0.2790) time: 0.7474 data: 0.0002 max mem: 29860 [16:49:38.325461] Epoch: [318] [ 220/2904] eta: 0:37:21 lr: 0.001691 loss: 0.1759 (0.1895) loss_rec_all: 0.2024 (0.2155) loss_rec_sfr: 0.2294 (0.2744) loss_cl: -0.2795 (-0.2790) time: 0.7463 data: 0.0004 max mem: 29860 [16:49:53.262137] Epoch: [318] [ 240/2904] eta: 0:36:45 lr: 0.001691 loss: 0.1788 (0.1897) loss_rec_all: 0.2054 (0.2157) loss_rec_sfr: 0.2640 (0.2757) loss_cl: -0.2789 (-0.2790) time: 0.7468 data: 0.0004 max mem: 29860 [16:50:08.182772] Epoch: [318] [ 260/2904] eta: 0:36:12 lr: 0.001691 loss: 0.1854 (0.1907) loss_rec_all: 0.2116 (0.2166) loss_rec_sfr: 0.2715 (0.2788) loss_cl: -0.2788 (-0.2789) time: 0.7460 data: 0.0004 max mem: 29860 [16:50:23.176697] Epoch: [318] [ 280/2904] eta: 0:35:42 lr: 0.001691 loss: 0.1797 (0.1907) loss_rec_all: 0.2061 (0.2166) loss_rec_sfr: 0.2288 (0.2785) loss_cl: -0.2786 (-0.2789) time: 0.7497 data: 0.0003 max mem: 29860 [16:50:38.086431] Epoch: [318] [ 300/2904] eta: 0:35:13 lr: 0.001691 loss: 0.1760 (0.1907) loss_rec_all: 0.2023 (0.2166) loss_rec_sfr: 0.2535 (0.2788) loss_cl: -0.2789 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [16:50:53.002876] Epoch: [318] [ 320/2904] eta: 0:34:47 lr: 0.001691 loss: 0.1808 (0.1902) loss_rec_all: 0.2070 (0.2162) loss_rec_sfr: 0.2493 (0.2772) loss_cl: -0.2792 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [16:51:07.916486] Epoch: [318] [ 340/2904] eta: 0:34:21 lr: 0.001691 loss: 0.1790 (0.1898) loss_rec_all: 0.2056 (0.2158) loss_rec_sfr: 0.2557 (0.2759) loss_cl: -0.2794 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [16:51:22.829322] Epoch: [318] [ 360/2904] eta: 0:33:57 lr: 0.001691 loss: 0.1811 (0.1897) loss_rec_all: 0.2071 (0.2156) loss_rec_sfr: 0.2689 (0.2756) loss_cl: -0.2791 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [16:51:37.740666] Epoch: [318] [ 380/2904] eta: 0:33:33 lr: 0.001691 loss: 0.1827 (0.1901) loss_rec_all: 0.2090 (0.2161) loss_rec_sfr: 0.2639 (0.2770) loss_cl: -0.2782 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [16:51:52.648969] Epoch: [318] [ 400/2904] eta: 0:33:11 lr: 0.001690 loss: 0.1786 (0.1902) loss_rec_all: 0.2049 (0.2161) loss_rec_sfr: 0.2255 (0.2766) loss_cl: -0.2780 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [16:52:07.559924] Epoch: [318] [ 420/2904] eta: 0:32:49 lr: 0.001690 loss: 0.1795 (0.1902) loss_rec_all: 0.2056 (0.2161) loss_rec_sfr: 0.2536 (0.2766) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [16:52:22.466869] Epoch: [318] [ 440/2904] eta: 0:32:28 lr: 0.001690 loss: 0.1778 (0.1898) loss_rec_all: 0.2044 (0.2158) loss_rec_sfr: 0.2576 (0.2755) loss_cl: -0.2793 (-0.2789) time: 0.7453 data: 0.0003 max mem: 29860 [16:52:37.372378] Epoch: [318] [ 460/2904] eta: 0:32:07 lr: 0.001690 loss: 0.1840 (0.1904) loss_rec_all: 0.2100 (0.2164) loss_rec_sfr: 0.2728 (0.2777) loss_cl: -0.2783 (-0.2788) time: 0.7452 data: 0.0003 max mem: 29860 [16:52:52.275494] Epoch: [318] [ 480/2904] eta: 0:31:47 lr: 0.001690 loss: 0.1777 (0.1902) loss_rec_all: 0.2037 (0.2161) loss_rec_sfr: 0.2586 (0.2772) loss_cl: -0.2787 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [16:53:07.185762] Epoch: [318] [ 500/2904] eta: 0:31:27 lr: 0.001690 loss: 0.1803 (0.1901) loss_rec_all: 0.2064 (0.2160) loss_rec_sfr: 0.2587 (0.2771) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [16:53:22.106648] Epoch: [318] [ 520/2904] eta: 0:31:08 lr: 0.001690 loss: 0.1826 (0.1901) loss_rec_all: 0.2087 (0.2161) loss_rec_sfr: 0.2670 (0.2776) loss_cl: -0.2796 (-0.2789) time: 0.7460 data: 0.0003 max mem: 29860 [16:53:37.043494] Epoch: [318] [ 540/2904] eta: 0:30:49 lr: 0.001690 loss: 0.1811 (0.1902) loss_rec_all: 0.2070 (0.2161) loss_rec_sfr: 0.2610 (0.2777) loss_cl: -0.2798 (-0.2789) time: 0.7468 data: 0.0003 max mem: 29860 [16:53:51.983668] Epoch: [318] [ 560/2904] eta: 0:30:31 lr: 0.001690 loss: 0.1896 (0.1906) loss_rec_all: 0.2157 (0.2165) loss_rec_sfr: 0.2572 (0.2786) loss_cl: -0.2793 (-0.2789) time: 0.7469 data: 0.0003 max mem: 29860 [16:54:06.902671] Epoch: [318] [ 580/2904] eta: 0:30:12 lr: 0.001690 loss: 0.1789 (0.1904) loss_rec_all: 0.2051 (0.2164) loss_rec_sfr: 0.2576 (0.2780) loss_cl: -0.2779 (-0.2789) time: 0.7459 data: 0.0003 max mem: 29860 [16:54:21.818740] Epoch: [318] [ 600/2904] eta: 0:29:54 lr: 0.001690 loss: 0.1798 (0.1905) loss_rec_all: 0.2058 (0.2165) loss_rec_sfr: 0.2618 (0.2784) loss_cl: -0.2782 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [16:54:36.736120] Epoch: [318] [ 620/2904] eta: 0:29:36 lr: 0.001690 loss: 0.1788 (0.1902) loss_rec_all: 0.2051 (0.2161) loss_rec_sfr: 0.2618 (0.2776) loss_cl: -0.2790 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [16:54:51.650359] Epoch: [318] [ 640/2904] eta: 0:29:18 lr: 0.001690 loss: 0.1861 (0.1905) loss_rec_all: 0.2122 (0.2164) loss_rec_sfr: 0.2590 (0.2784) loss_cl: -0.2790 (-0.2789) time: 0.7457 data: 0.0003 max mem: 29860 [16:55:06.561492] Epoch: [318] [ 660/2904] eta: 0:29:00 lr: 0.001690 loss: 0.1783 (0.1903) loss_rec_all: 0.2043 (0.2163) loss_rec_sfr: 0.2595 (0.2780) loss_cl: -0.2793 (-0.2789) time: 0.7455 data: 0.0003 max mem: 29860 [16:55:21.470666] Epoch: [318] [ 680/2904] eta: 0:28:43 lr: 0.001690 loss: 0.1783 (0.1904) loss_rec_all: 0.2049 (0.2163) loss_rec_sfr: 0.2515 (0.2779) loss_cl: -0.2789 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [16:55:36.375255] Epoch: [318] [ 700/2904] eta: 0:28:26 lr: 0.001690 loss: 0.1804 (0.1904) loss_rec_all: 0.2068 (0.2163) loss_rec_sfr: 0.2534 (0.2779) loss_cl: -0.2790 (-0.2789) time: 0.7451 data: 0.0003 max mem: 29860 [16:55:51.278779] Epoch: [318] [ 720/2904] eta: 0:28:08 lr: 0.001690 loss: 0.1820 (0.1905) loss_rec_all: 0.2078 (0.2165) loss_rec_sfr: 0.2586 (0.2781) loss_cl: -0.2788 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [16:56:06.183425] Epoch: [318] [ 740/2904] eta: 0:27:51 lr: 0.001690 loss: 0.1897 (0.1907) loss_rec_all: 0.2158 (0.2167) loss_rec_sfr: 0.2700 (0.2786) loss_cl: -0.2792 (-0.2789) time: 0.7452 data: 0.0003 max mem: 29860 [16:56:21.090756] Epoch: [318] [ 760/2904] eta: 0:27:34 lr: 0.001690 loss: 0.1768 (0.1905) loss_rec_all: 0.2030 (0.2164) loss_rec_sfr: 0.2232 (0.2777) loss_cl: -0.2796 (-0.2789) time: 0.7453 data: 0.0003 max mem: 29860 [16:56:35.996267] Epoch: [318] [ 780/2904] eta: 0:27:17 lr: 0.001690 loss: 0.1769 (0.1902) loss_rec_all: 0.2029 (0.2162) loss_rec_sfr: 0.2588 (0.2774) loss_cl: -0.2791 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [16:56:50.911685] Epoch: [318] [ 800/2904] eta: 0:27:01 lr: 0.001690 loss: 0.1842 (0.1903) loss_rec_all: 0.2105 (0.2162) loss_rec_sfr: 0.2605 (0.2775) loss_cl: -0.2785 (-0.2789) time: 0.7457 data: 0.0003 max mem: 29860 [16:57:05.823551] Epoch: [318] [ 820/2904] eta: 0:26:44 lr: 0.001690 loss: 0.1791 (0.1901) loss_rec_all: 0.2051 (0.2161) loss_rec_sfr: 0.2599 (0.2772) loss_cl: -0.2780 (-0.2789) time: 0.7456 data: 0.0003 max mem: 29860 [16:57:20.733563] Epoch: [318] [ 840/2904] eta: 0:26:27 lr: 0.001690 loss: 0.1851 (0.1902) loss_rec_all: 0.2111 (0.2161) loss_rec_sfr: 0.2602 (0.2774) loss_cl: -0.2795 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [16:57:35.648080] Epoch: [318] [ 860/2904] eta: 0:26:11 lr: 0.001690 loss: 0.1901 (0.1906) loss_rec_all: 0.2163 (0.2165) loss_rec_sfr: 0.2747 (0.2793) loss_cl: -0.2791 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [16:57:50.559030] Epoch: [318] [ 880/2904] eta: 0:25:54 lr: 0.001690 loss: 0.1849 (0.1908) loss_rec_all: 0.2109 (0.2167) loss_rec_sfr: 0.2606 (0.2798) loss_cl: -0.2787 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [16:58:05.487541] Epoch: [318] [ 900/2904] eta: 0:25:38 lr: 0.001690 loss: 0.1879 (0.1909) loss_rec_all: 0.2140 (0.2169) loss_rec_sfr: 0.2629 (0.2803) loss_cl: -0.2786 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [16:58:20.403638] Epoch: [318] [ 920/2904] eta: 0:25:22 lr: 0.001690 loss: 0.1797 (0.1909) loss_rec_all: 0.2058 (0.2169) loss_rec_sfr: 0.2595 (0.2803) loss_cl: -0.2793 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [16:58:35.342835] Epoch: [318] [ 940/2904] eta: 0:25:06 lr: 0.001690 loss: 0.1772 (0.1908) loss_rec_all: 0.2033 (0.2167) loss_rec_sfr: 0.2210 (0.2796) loss_cl: -0.2795 (-0.2789) time: 0.7469 data: 0.0002 max mem: 29860 [16:58:50.282310] Epoch: [318] [ 960/2904] eta: 0:24:49 lr: 0.001690 loss: 0.1793 (0.1907) loss_rec_all: 0.2056 (0.2166) loss_rec_sfr: 0.2648 (0.2794) loss_cl: -0.2790 (-0.2789) time: 0.7469 data: 0.0002 max mem: 29860 [16:59:05.237420] Epoch: [318] [ 980/2904] eta: 0:24:33 lr: 0.001690 loss: 0.1781 (0.1908) loss_rec_all: 0.2043 (0.2167) loss_rec_sfr: 0.2540 (0.2797) loss_cl: -0.2770 (-0.2788) time: 0.7477 data: 0.0002 max mem: 29860 [16:59:20.168501] Epoch: [318] [1000/2904] eta: 0:24:17 lr: 0.001690 loss: 0.1819 (0.1908) loss_rec_all: 0.2079 (0.2168) loss_rec_sfr: 0.2551 (0.2797) loss_cl: -0.2781 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [16:59:35.093788] Epoch: [318] [1020/2904] eta: 0:24:01 lr: 0.001690 loss: 0.1821 (0.1911) loss_rec_all: 0.2083 (0.2170) loss_rec_sfr: 0.2658 (0.2805) loss_cl: -0.2789 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [16:59:50.015388] Epoch: [318] [1040/2904] eta: 0:23:45 lr: 0.001689 loss: 0.1839 (0.1911) loss_rec_all: 0.2100 (0.2170) loss_rec_sfr: 0.2588 (0.2806) loss_cl: -0.2795 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [17:00:04.966077] Epoch: [318] [1060/2904] eta: 0:23:29 lr: 0.001689 loss: 0.1760 (0.1909) loss_rec_all: 0.2025 (0.2169) loss_rec_sfr: 0.2312 (0.2800) loss_cl: -0.2793 (-0.2788) time: 0.7475 data: 0.0002 max mem: 29860 [17:00:19.895471] Epoch: [318] [1080/2904] eta: 0:23:13 lr: 0.001689 loss: 0.1783 (0.1909) loss_rec_all: 0.2044 (0.2168) loss_rec_sfr: 0.2642 (0.2800) loss_cl: -0.2787 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [17:00:34.813598] Epoch: [318] [1100/2904] eta: 0:22:58 lr: 0.001689 loss: 0.1761 (0.1908) loss_rec_all: 0.2023 (0.2167) loss_rec_sfr: 0.2552 (0.2797) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [17:00:49.737544] Epoch: [318] [1120/2904] eta: 0:22:42 lr: 0.001689 loss: 0.1773 (0.1906) loss_rec_all: 0.2039 (0.2165) loss_rec_sfr: 0.2289 (0.2791) loss_cl: -0.2793 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [17:01:04.655922] Epoch: [318] [1140/2904] eta: 0:22:26 lr: 0.001689 loss: 0.1813 (0.1906) loss_rec_all: 0.2073 (0.2166) loss_rec_sfr: 0.2567 (0.2792) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [17:01:19.570915] Epoch: [318] [1160/2904] eta: 0:22:10 lr: 0.001689 loss: 0.1788 (0.1908) loss_rec_all: 0.2048 (0.2167) loss_rec_sfr: 0.2569 (0.2796) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [17:01:34.485586] Epoch: [318] [1180/2904] eta: 0:21:54 lr: 0.001689 loss: 0.1791 (0.1908) loss_rec_all: 0.2052 (0.2167) loss_rec_sfr: 0.2691 (0.2797) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [17:01:49.404814] Epoch: [318] [1200/2904] eta: 0:21:39 lr: 0.001689 loss: 0.1791 (0.1907) loss_rec_all: 0.2051 (0.2166) loss_rec_sfr: 0.2585 (0.2795) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [17:02:04.318181] Epoch: [318] [1220/2904] eta: 0:21:23 lr: 0.001689 loss: 0.1789 (0.1907) loss_rec_all: 0.2048 (0.2166) loss_rec_sfr: 0.2546 (0.2797) loss_cl: -0.2784 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [17:02:19.233279] Epoch: [318] [1240/2904] eta: 0:21:07 lr: 0.001689 loss: 0.1837 (0.1907) loss_rec_all: 0.2098 (0.2167) loss_rec_sfr: 0.2609 (0.2798) loss_cl: -0.2777 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [17:02:34.155543] Epoch: [318] [1260/2904] eta: 0:20:52 lr: 0.001689 loss: 0.1770 (0.1907) loss_rec_all: 0.2032 (0.2166) loss_rec_sfr: 0.2646 (0.2799) loss_cl: -0.2791 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [17:02:49.074705] Epoch: [318] [1280/2904] eta: 0:20:36 lr: 0.001689 loss: 0.1791 (0.1907) loss_rec_all: 0.2055 (0.2166) loss_rec_sfr: 0.2260 (0.2796) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [17:03:03.996697] Epoch: [318] [1300/2904] eta: 0:20:20 lr: 0.001689 loss: 0.1784 (0.1906) loss_rec_all: 0.2044 (0.2165) loss_rec_sfr: 0.2193 (0.2792) loss_cl: -0.2787 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [17:03:18.920649] Epoch: [318] [1320/2904] eta: 0:20:05 lr: 0.001689 loss: 0.1779 (0.1905) loss_rec_all: 0.2044 (0.2165) loss_rec_sfr: 0.2588 (0.2789) loss_cl: -0.2800 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [17:03:33.851169] Epoch: [318] [1340/2904] eta: 0:19:49 lr: 0.001689 loss: 0.1869 (0.1907) loss_rec_all: 0.2128 (0.2167) loss_rec_sfr: 0.2699 (0.2796) loss_cl: -0.2797 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [17:03:48.767744] Epoch: [318] [1360/2904] eta: 0:19:34 lr: 0.001689 loss: 0.1774 (0.1906) loss_rec_all: 0.2036 (0.2166) loss_rec_sfr: 0.2500 (0.2793) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [17:04:03.691981] Epoch: [318] [1380/2904] eta: 0:19:18 lr: 0.001689 loss: 0.1792 (0.1907) loss_rec_all: 0.2054 (0.2166) loss_rec_sfr: 0.2621 (0.2796) loss_cl: -0.2771 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [17:04:18.601837] Epoch: [318] [1400/2904] eta: 0:19:03 lr: 0.001689 loss: 0.1853 (0.1908) loss_rec_all: 0.2114 (0.2167) loss_rec_sfr: 0.2612 (0.2798) loss_cl: -0.2782 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [17:04:33.507356] Epoch: [318] [1420/2904] eta: 0:18:47 lr: 0.001689 loss: 0.1790 (0.1908) loss_rec_all: 0.2051 (0.2167) loss_rec_sfr: 0.2554 (0.2797) loss_cl: -0.2799 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [17:04:48.410116] Epoch: [318] [1440/2904] eta: 0:18:32 lr: 0.001689 loss: 0.1864 (0.1909) loss_rec_all: 0.2125 (0.2168) loss_rec_sfr: 0.2555 (0.2802) loss_cl: -0.2803 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [17:05:03.316110] Epoch: [318] [1460/2904] eta: 0:18:16 lr: 0.001689 loss: 0.1787 (0.1909) loss_rec_all: 0.2045 (0.2168) loss_rec_sfr: 0.2264 (0.2798) loss_cl: -0.2787 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [17:05:18.214672] Epoch: [318] [1480/2904] eta: 0:18:01 lr: 0.001689 loss: 0.1782 (0.1908) loss_rec_all: 0.2045 (0.2167) loss_rec_sfr: 0.2621 (0.2794) loss_cl: -0.2775 (-0.2788) time: 0.7449 data: 0.0003 max mem: 29860 [17:05:33.123462] Epoch: [318] [1500/2904] eta: 0:17:45 lr: 0.001689 loss: 0.1829 (0.1908) loss_rec_all: 0.2090 (0.2168) loss_rec_sfr: 0.2673 (0.2797) loss_cl: -0.2785 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [17:05:48.033019] Epoch: [318] [1520/2904] eta: 0:17:30 lr: 0.001689 loss: 0.1769 (0.1907) loss_rec_all: 0.2031 (0.2166) loss_rec_sfr: 0.2586 (0.2793) loss_cl: -0.2798 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [17:06:02.944619] Epoch: [318] [1540/2904] eta: 0:17:14 lr: 0.001689 loss: 0.1770 (0.1906) loss_rec_all: 0.2030 (0.2165) loss_rec_sfr: 0.2465 (0.2790) loss_cl: -0.2791 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [17:06:17.851760] Epoch: [318] [1560/2904] eta: 0:16:59 lr: 0.001689 loss: 0.1796 (0.1906) loss_rec_all: 0.2062 (0.2165) loss_rec_sfr: 0.2668 (0.2789) loss_cl: -0.2791 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [17:06:32.765514] Epoch: [318] [1580/2904] eta: 0:16:44 lr: 0.001689 loss: 0.1820 (0.1906) loss_rec_all: 0.2081 (0.2166) loss_rec_sfr: 0.2664 (0.2791) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [17:06:47.679056] Epoch: [318] [1600/2904] eta: 0:16:28 lr: 0.001689 loss: 0.1787 (0.1906) loss_rec_all: 0.2047 (0.2166) loss_rec_sfr: 0.2631 (0.2793) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [17:07:02.595463] Epoch: [318] [1620/2904] eta: 0:16:13 lr: 0.001689 loss: 0.1776 (0.1906) loss_rec_all: 0.2036 (0.2165) loss_rec_sfr: 0.2611 (0.2790) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [17:07:17.509261] Epoch: [318] [1640/2904] eta: 0:15:57 lr: 0.001689 loss: 0.1790 (0.1906) loss_rec_all: 0.2054 (0.2165) loss_rec_sfr: 0.2583 (0.2791) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [17:07:32.415483] Epoch: [318] [1660/2904] eta: 0:15:42 lr: 0.001689 loss: 0.1773 (0.1905) loss_rec_all: 0.2035 (0.2164) loss_rec_sfr: 0.2667 (0.2790) loss_cl: -0.2795 (-0.2788) time: 0.7453 data: 0.0004 max mem: 29860 [17:07:47.318053] Epoch: [318] [1680/2904] eta: 0:15:27 lr: 0.001688 loss: 0.1758 (0.1905) loss_rec_all: 0.2017 (0.2164) loss_rec_sfr: 0.2602 (0.2790) loss_cl: -0.2788 (-0.2788) time: 0.7451 data: 0.0003 max mem: 29860 [17:08:02.229459] Epoch: [318] [1700/2904] eta: 0:15:11 lr: 0.001688 loss: 0.1790 (0.1905) loss_rec_all: 0.2056 (0.2164) loss_rec_sfr: 0.2254 (0.2788) loss_cl: -0.2792 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [17:08:17.135964] Epoch: [318] [1720/2904] eta: 0:14:56 lr: 0.001688 loss: 0.1804 (0.1905) loss_rec_all: 0.2065 (0.2164) loss_rec_sfr: 0.2632 (0.2789) loss_cl: -0.2791 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [17:08:32.045932] Epoch: [318] [1740/2904] eta: 0:14:41 lr: 0.001688 loss: 0.1782 (0.1905) loss_rec_all: 0.2045 (0.2164) loss_rec_sfr: 0.2550 (0.2789) loss_cl: -0.2795 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [17:08:46.958202] Epoch: [318] [1760/2904] eta: 0:14:26 lr: 0.001688 loss: 0.1762 (0.1904) loss_rec_all: 0.2025 (0.2164) loss_rec_sfr: 0.2613 (0.2787) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [17:09:01.868318] Epoch: [318] [1780/2904] eta: 0:14:10 lr: 0.001688 loss: 0.1798 (0.1905) loss_rec_all: 0.2059 (0.2164) loss_rec_sfr: 0.2668 (0.2789) loss_cl: -0.2792 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [17:09:16.775637] Epoch: [318] [1800/2904] eta: 0:13:55 lr: 0.001688 loss: 0.1795 (0.1904) loss_rec_all: 0.2055 (0.2163) loss_rec_sfr: 0.2616 (0.2787) loss_cl: -0.2777 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [17:09:31.682562] Epoch: [318] [1820/2904] eta: 0:13:40 lr: 0.001688 loss: 0.1774 (0.1904) loss_rec_all: 0.2038 (0.2163) loss_rec_sfr: 0.2577 (0.2786) loss_cl: -0.2783 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [17:09:46.612460] Epoch: [318] [1840/2904] eta: 0:13:24 lr: 0.001688 loss: 0.1854 (0.1904) loss_rec_all: 0.2115 (0.2163) loss_rec_sfr: 0.2560 (0.2786) loss_cl: -0.2789 (-0.2788) time: 0.7464 data: 0.0003 max mem: 29860 [17:10:01.520960] Epoch: [318] [1860/2904] eta: 0:13:09 lr: 0.001688 loss: 0.1805 (0.1903) loss_rec_all: 0.2066 (0.2162) loss_rec_sfr: 0.2683 (0.2785) loss_cl: -0.2801 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [17:10:16.426681] Epoch: [318] [1880/2904] eta: 0:12:54 lr: 0.001688 loss: 0.1790 (0.1903) loss_rec_all: 0.2056 (0.2163) loss_rec_sfr: 0.2574 (0.2786) loss_cl: -0.2793 (-0.2789) time: 0.7452 data: 0.0003 max mem: 29860 [17:10:31.312387] Epoch: [318] [1900/2904] eta: 0:12:39 lr: 0.001688 loss: 0.1752 (0.1903) loss_rec_all: 0.2018 (0.2162) loss_rec_sfr: 0.2561 (0.2785) loss_cl: -0.2790 (-0.2789) time: 0.7442 data: 0.0002 max mem: 29860 [17:10:46.228408] Epoch: [318] [1920/2904] eta: 0:12:23 lr: 0.001688 loss: 0.1805 (0.1903) loss_rec_all: 0.2068 (0.2162) loss_rec_sfr: 0.2585 (0.2783) loss_cl: -0.2783 (-0.2789) time: 0.7457 data: 0.0003 max mem: 29860 [17:11:01.142455] Epoch: [318] [1940/2904] eta: 0:12:08 lr: 0.001688 loss: 0.1807 (0.1903) loss_rec_all: 0.2067 (0.2162) loss_rec_sfr: 0.2578 (0.2783) loss_cl: -0.2790 (-0.2789) time: 0.7457 data: 0.0003 max mem: 29860 [17:11:16.053905] Epoch: [318] [1960/2904] eta: 0:11:53 lr: 0.001688 loss: 0.1808 (0.1903) loss_rec_all: 0.2071 (0.2162) loss_rec_sfr: 0.2645 (0.2782) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [17:11:30.958994] Epoch: [318] [1980/2904] eta: 0:11:38 lr: 0.001688 loss: 0.1799 (0.1903) loss_rec_all: 0.2061 (0.2162) loss_rec_sfr: 0.2636 (0.2783) loss_cl: -0.2788 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [17:11:45.868090] Epoch: [318] [2000/2904] eta: 0:11:23 lr: 0.001688 loss: 0.1843 (0.1903) loss_rec_all: 0.2106 (0.2163) loss_rec_sfr: 0.2685 (0.2785) loss_cl: -0.2786 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [17:12:00.780073] Epoch: [318] [2020/2904] eta: 0:11:07 lr: 0.001688 loss: 0.1788 (0.1903) loss_rec_all: 0.2049 (0.2162) loss_rec_sfr: 0.2608 (0.2784) loss_cl: -0.2792 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [17:12:15.689647] Epoch: [318] [2040/2904] eta: 0:10:52 lr: 0.001688 loss: 0.1832 (0.1903) loss_rec_all: 0.2092 (0.2162) loss_rec_sfr: 0.2544 (0.2783) loss_cl: -0.2787 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [17:12:30.598217] Epoch: [318] [2060/2904] eta: 0:10:37 lr: 0.001688 loss: 0.1810 (0.1903) loss_rec_all: 0.2074 (0.2162) loss_rec_sfr: 0.2616 (0.2782) loss_cl: -0.2789 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [17:12:45.507397] Epoch: [318] [2080/2904] eta: 0:10:22 lr: 0.001688 loss: 0.1797 (0.1903) loss_rec_all: 0.2058 (0.2162) loss_rec_sfr: 0.2677 (0.2783) loss_cl: -0.2790 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [17:13:00.410922] Epoch: [318] [2100/2904] eta: 0:10:07 lr: 0.001688 loss: 0.1802 (0.1902) loss_rec_all: 0.2061 (0.2162) loss_rec_sfr: 0.2626 (0.2782) loss_cl: -0.2785 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [17:13:15.309171] Epoch: [318] [2120/2904] eta: 0:09:51 lr: 0.001688 loss: 0.1765 (0.1902) loss_rec_all: 0.2030 (0.2161) loss_rec_sfr: 0.2561 (0.2781) loss_cl: -0.2794 (-0.2788) time: 0.7449 data: 0.0002 max mem: 29860 [17:13:30.216455] Epoch: [318] [2140/2904] eta: 0:09:36 lr: 0.001688 loss: 0.1803 (0.1902) loss_rec_all: 0.2064 (0.2161) loss_rec_sfr: 0.2568 (0.2779) loss_cl: -0.2791 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [17:13:45.124379] Epoch: [318] [2160/2904] eta: 0:09:21 lr: 0.001688 loss: 0.1760 (0.1901) loss_rec_all: 0.2024 (0.2160) loss_rec_sfr: 0.2573 (0.2777) loss_cl: -0.2788 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [17:14:00.031233] Epoch: [318] [2180/2904] eta: 0:09:06 lr: 0.001688 loss: 0.1792 (0.1901) loss_rec_all: 0.2052 (0.2161) loss_rec_sfr: 0.2691 (0.2779) loss_cl: -0.2789 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [17:14:14.939537] Epoch: [318] [2200/2904] eta: 0:08:51 lr: 0.001688 loss: 0.1782 (0.1900) loss_rec_all: 0.2046 (0.2160) loss_rec_sfr: 0.2570 (0.2777) loss_cl: -0.2790 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [17:14:29.848204] Epoch: [318] [2220/2904] eta: 0:08:36 lr: 0.001688 loss: 0.1801 (0.1900) loss_rec_all: 0.2067 (0.2160) loss_rec_sfr: 0.2657 (0.2777) loss_cl: -0.2791 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [17:14:44.773399] Epoch: [318] [2240/2904] eta: 0:08:21 lr: 0.001688 loss: 0.1780 (0.1900) loss_rec_all: 0.2045 (0.2159) loss_rec_sfr: 0.2291 (0.2774) loss_cl: -0.2792 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [17:14:59.690162] Epoch: [318] [2260/2904] eta: 0:08:05 lr: 0.001688 loss: 0.1790 (0.1900) loss_rec_all: 0.2051 (0.2159) loss_rec_sfr: 0.2538 (0.2772) loss_cl: -0.2788 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [17:15:14.603809] Epoch: [318] [2280/2904] eta: 0:07:50 lr: 0.001688 loss: 0.1781 (0.1899) loss_rec_all: 0.2047 (0.2159) loss_rec_sfr: 0.2667 (0.2772) loss_cl: -0.2797 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [17:15:29.520127] Epoch: [318] [2300/2904] eta: 0:07:35 lr: 0.001688 loss: 0.1811 (0.1899) loss_rec_all: 0.2072 (0.2159) loss_rec_sfr: 0.2660 (0.2771) loss_cl: -0.2793 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [17:15:44.423048] Epoch: [318] [2320/2904] eta: 0:07:20 lr: 0.001687 loss: 0.1770 (0.1899) loss_rec_all: 0.2033 (0.2159) loss_rec_sfr: 0.2605 (0.2773) loss_cl: -0.2792 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [17:15:59.328461] Epoch: [318] [2340/2904] eta: 0:07:05 lr: 0.001687 loss: 0.1800 (0.1900) loss_rec_all: 0.2065 (0.2159) loss_rec_sfr: 0.2629 (0.2774) loss_cl: -0.2799 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [17:16:14.230661] Epoch: [318] [2360/2904] eta: 0:06:50 lr: 0.001687 loss: 0.1811 (0.1900) loss_rec_all: 0.2073 (0.2159) loss_rec_sfr: 0.2586 (0.2773) loss_cl: -0.2789 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [17:16:29.133460] Epoch: [318] [2380/2904] eta: 0:06:35 lr: 0.001687 loss: 0.1799 (0.1900) loss_rec_all: 0.2059 (0.2159) loss_rec_sfr: 0.2658 (0.2774) loss_cl: -0.2788 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [17:16:44.049581] Epoch: [318] [2400/2904] eta: 0:06:19 lr: 0.001687 loss: 0.1774 (0.1899) loss_rec_all: 0.2038 (0.2159) loss_rec_sfr: 0.2533 (0.2773) loss_cl: -0.2794 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [17:16:58.959162] Epoch: [318] [2420/2904] eta: 0:06:04 lr: 0.001687 loss: 0.1797 (0.1899) loss_rec_all: 0.2065 (0.2158) loss_rec_sfr: 0.2237 (0.2770) loss_cl: -0.2796 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [17:17:13.871419] Epoch: [318] [2440/2904] eta: 0:05:49 lr: 0.001687 loss: 0.1836 (0.1899) loss_rec_all: 0.2098 (0.2159) loss_rec_sfr: 0.2608 (0.2771) loss_cl: -0.2784 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [17:17:28.777121] Epoch: [318] [2460/2904] eta: 0:05:34 lr: 0.001687 loss: 0.1917 (0.1899) loss_rec_all: 0.2177 (0.2159) loss_rec_sfr: 0.2646 (0.2771) loss_cl: -0.2782 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [17:17:43.683233] Epoch: [318] [2480/2904] eta: 0:05:19 lr: 0.001687 loss: 0.1851 (0.1899) loss_rec_all: 0.2111 (0.2159) loss_rec_sfr: 0.2583 (0.2772) loss_cl: -0.2788 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [17:17:58.595907] Epoch: [318] [2500/2904] eta: 0:05:04 lr: 0.001687 loss: 0.1810 (0.1899) loss_rec_all: 0.2076 (0.2159) loss_rec_sfr: 0.2632 (0.2772) loss_cl: -0.2795 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [17:18:13.497846] Epoch: [318] [2520/2904] eta: 0:04:49 lr: 0.001687 loss: 0.1797 (0.1900) loss_rec_all: 0.2057 (0.2159) loss_rec_sfr: 0.2552 (0.2772) loss_cl: -0.2788 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [17:18:28.410548] Epoch: [318] [2540/2904] eta: 0:04:34 lr: 0.001687 loss: 0.1795 (0.1899) loss_rec_all: 0.2054 (0.2159) loss_rec_sfr: 0.2685 (0.2772) loss_cl: -0.2784 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [17:18:43.314938] Epoch: [318] [2560/2904] eta: 0:04:19 lr: 0.001687 loss: 0.1778 (0.1899) loss_rec_all: 0.2042 (0.2159) loss_rec_sfr: 0.2610 (0.2772) loss_cl: -0.2789 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [17:18:58.223332] Epoch: [318] [2580/2904] eta: 0:04:04 lr: 0.001687 loss: 0.1837 (0.1900) loss_rec_all: 0.2097 (0.2159) loss_rec_sfr: 0.2628 (0.2774) loss_cl: -0.2788 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [17:19:13.131992] Epoch: [318] [2600/2904] eta: 0:03:48 lr: 0.001687 loss: 0.1833 (0.1900) loss_rec_all: 0.2095 (0.2159) loss_rec_sfr: 0.2622 (0.2774) loss_cl: -0.2792 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [17:19:28.038943] Epoch: [318] [2620/2904] eta: 0:03:33 lr: 0.001687 loss: 0.1839 (0.1900) loss_rec_all: 0.2102 (0.2160) loss_rec_sfr: 0.2580 (0.2775) loss_cl: -0.2788 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [17:19:42.949514] Epoch: [318] [2640/2904] eta: 0:03:18 lr: 0.001687 loss: 0.1832 (0.1901) loss_rec_all: 0.2093 (0.2160) loss_rec_sfr: 0.2648 (0.2776) loss_cl: -0.2786 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [17:19:57.864663] Epoch: [318] [2660/2904] eta: 0:03:03 lr: 0.001687 loss: 0.1804 (0.1901) loss_rec_all: 0.2062 (0.2160) loss_rec_sfr: 0.2555 (0.2776) loss_cl: -0.2780 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [17:20:12.772455] Epoch: [318] [2680/2904] eta: 0:02:48 lr: 0.001687 loss: 0.1764 (0.1901) loss_rec_all: 0.2024 (0.2160) loss_rec_sfr: 0.2276 (0.2774) loss_cl: -0.2783 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [17:20:27.676915] Epoch: [318] [2700/2904] eta: 0:02:33 lr: 0.001687 loss: 0.1798 (0.1901) loss_rec_all: 0.2057 (0.2160) loss_rec_sfr: 0.2638 (0.2776) loss_cl: -0.2797 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [17:20:42.583705] Epoch: [318] [2720/2904] eta: 0:02:18 lr: 0.001687 loss: 0.1785 (0.1901) loss_rec_all: 0.2049 (0.2161) loss_rec_sfr: 0.2617 (0.2777) loss_cl: -0.2791 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [17:20:57.486336] Epoch: [318] [2740/2904] eta: 0:02:03 lr: 0.001687 loss: 0.1855 (0.1902) loss_rec_all: 0.2114 (0.2161) loss_rec_sfr: 0.2664 (0.2778) loss_cl: -0.2789 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [17:21:12.392637] Epoch: [318] [2760/2904] eta: 0:01:48 lr: 0.001687 loss: 0.1780 (0.1902) loss_rec_all: 0.2044 (0.2161) loss_rec_sfr: 0.2216 (0.2778) loss_cl: -0.2787 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [17:21:27.306336] Epoch: [318] [2780/2904] eta: 0:01:33 lr: 0.001687 loss: 0.1790 (0.1901) loss_rec_all: 0.2053 (0.2161) loss_rec_sfr: 0.2610 (0.2777) loss_cl: -0.2794 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [17:21:42.214587] Epoch: [318] [2800/2904] eta: 0:01:18 lr: 0.001687 loss: 0.1808 (0.1901) loss_rec_all: 0.2068 (0.2161) loss_rec_sfr: 0.2601 (0.2777) loss_cl: -0.2789 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [17:21:57.126411] Epoch: [318] [2820/2904] eta: 0:01:03 lr: 0.001687 loss: 0.1784 (0.1901) loss_rec_all: 0.2047 (0.2160) loss_rec_sfr: 0.2530 (0.2776) loss_cl: -0.2787 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [17:22:12.078967] Epoch: [318] [2840/2904] eta: 0:00:48 lr: 0.001687 loss: 0.1783 (0.1901) loss_rec_all: 0.2046 (0.2160) loss_rec_sfr: 0.2462 (0.2774) loss_cl: -0.2790 (-0.2789) time: 0.7476 data: 0.0024 max mem: 29860 [17:22:26.979438] Epoch: [318] [2860/2904] eta: 0:00:33 lr: 0.001687 loss: 0.1832 (0.1900) loss_rec_all: 0.2092 (0.2160) loss_rec_sfr: 0.2565 (0.2774) loss_cl: -0.2788 (-0.2789) time: 0.7450 data: 0.0001 max mem: 29860 [17:22:41.873467] Epoch: [318] [2880/2904] eta: 0:00:18 lr: 0.001687 loss: 0.1809 (0.1901) loss_rec_all: 0.2072 (0.2161) loss_rec_sfr: 0.2726 (0.2777) loss_cl: -0.2779 (-0.2788) time: 0.7447 data: 0.0001 max mem: 29860 [17:22:56.764947] Epoch: [318] [2900/2904] eta: 0:00:03 lr: 0.001687 loss: 0.1825 (0.1901) loss_rec_all: 0.2084 (0.2160) loss_rec_sfr: 0.2602 (0.2777) loss_cl: -0.2786 (-0.2788) time: 0.7445 data: 0.0001 max mem: 29860 [17:22:59.006214] Epoch: [318] [2903/2904] eta: 0:00:00 lr: 0.001687 loss: 0.1826 (0.1901) loss_rec_all: 0.2086 (0.2160) loss_rec_sfr: 0.2600 (0.2776) loss_cl: -0.2784 (-0.2788) time: 0.7446 data: 0.0001 max mem: 29860 [17:23:01.189870] Epoch: [318] Total time: 0:36:27 (0.7533 s / it) [17:23:01.200123] Averaged stats: lr: 0.001687 loss: 0.1826 (0.1927) loss_rec_all: 0.2086 (0.2163) loss_rec_sfr: 0.2600 (0.2782) loss_cl: -0.2784 (-0.2556) [17:23:01.205311] log_dir: ./checkpoint/VF2_ViT-B [17:23:19.716475] Epoch: [319] [ 0/2904] eta: 14:55:54 lr: 0.001687 loss: 0.2446 (0.2446) loss_rec_all: 0.2693 (0.2693) loss_rec_sfr: 0.4588 (0.4588) loss_cl: -0.2792 (-0.2792) time: 18.5105 data: 17.7782 max mem: 29860 [17:23:35.805520] Epoch: [319] [ 20/2904] eta: 1:19:11 lr: 0.001687 loss: 0.1836 (0.2029) loss_rec_all: 0.2096 (0.2286) loss_rec_sfr: 0.2729 (0.3218) loss_cl: -0.2794 (-0.2792) time: 0.8044 data: 0.0002 max mem: 29860 [17:23:50.670788] Epoch: [319] [ 40/2904] eta: 0:57:35 lr: 0.001687 loss: 0.1794 (0.1997) loss_rec_all: 0.2055 (0.2254) loss_rec_sfr: 0.2606 (0.3075) loss_cl: -0.2789 (-0.2789) time: 0.7432 data: 0.0002 max mem: 29860 [17:24:05.552619] Epoch: [319] [ 60/2904] eta: 0:49:59 lr: 0.001686 loss: 0.1773 (0.1942) loss_rec_all: 0.2032 (0.2200) loss_rec_sfr: 0.2614 (0.2916) loss_cl: -0.2778 (-0.2785) time: 0.7440 data: 0.0002 max mem: 29860 [17:24:20.438180] Epoch: [319] [ 80/2904] eta: 0:46:02 lr: 0.001686 loss: 0.1800 (0.1928) loss_rec_all: 0.2065 (0.2186) loss_rec_sfr: 0.2705 (0.2898) loss_cl: -0.2795 (-0.2787) time: 0.7442 data: 0.0002 max mem: 29860 [17:24:35.384530] Epoch: [319] [ 100/2904] eta: 0:43:34 lr: 0.001686 loss: 0.1843 (0.1928) loss_rec_all: 0.2102 (0.2186) loss_rec_sfr: 0.2664 (0.2901) loss_cl: -0.2794 (-0.2788) time: 0.7473 data: 0.0002 max mem: 29860 [17:24:50.296550] Epoch: [319] [ 120/2904] eta: 0:41:49 lr: 0.001686 loss: 0.1804 (0.1928) loss_rec_all: 0.2067 (0.2186) loss_rec_sfr: 0.2537 (0.2893) loss_cl: -0.2792 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [17:25:05.201007] Epoch: [319] [ 140/2904] eta: 0:40:30 lr: 0.001686 loss: 0.1771 (0.1913) loss_rec_all: 0.2033 (0.2172) loss_rec_sfr: 0.2528 (0.2838) loss_cl: -0.2793 (-0.2790) time: 0.7452 data: 0.0002 max mem: 29860 [17:25:20.105805] Epoch: [319] [ 160/2904] eta: 0:39:27 lr: 0.001686 loss: 0.1822 (0.1925) loss_rec_all: 0.2083 (0.2184) loss_rec_sfr: 0.2659 (0.2867) loss_cl: -0.2790 (-0.2790) time: 0.7452 data: 0.0002 max mem: 29860 [17:25:35.005158] Epoch: [319] [ 180/2904] eta: 0:38:34 lr: 0.001686 loss: 0.1798 (0.1925) loss_rec_all: 0.2057 (0.2184) loss_rec_sfr: 0.2685 (0.2888) loss_cl: -0.2789 (-0.2790) time: 0.7449 data: 0.0002 max mem: 29860 [17:25:49.917478] Epoch: [319] [ 200/2904] eta: 0:37:49 lr: 0.001686 loss: 0.1808 (0.1929) loss_rec_all: 0.2066 (0.2187) loss_rec_sfr: 0.2630 (0.2904) loss_cl: -0.2777 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [17:26:04.834381] Epoch: [319] [ 220/2904] eta: 0:37:10 lr: 0.001686 loss: 0.1773 (0.1926) loss_rec_all: 0.2035 (0.2184) loss_rec_sfr: 0.2578 (0.2890) loss_cl: -0.2781 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [17:26:19.766678] Epoch: [319] [ 240/2904] eta: 0:36:34 lr: 0.001686 loss: 0.1801 (0.1919) loss_rec_all: 0.2064 (0.2178) loss_rec_sfr: 0.2562 (0.2859) loss_cl: -0.2801 (-0.2789) time: 0.7466 data: 0.0002 max mem: 29860 [17:26:34.674710] Epoch: [319] [ 260/2904] eta: 0:36:02 lr: 0.001686 loss: 0.1789 (0.1916) loss_rec_all: 0.2054 (0.2175) loss_rec_sfr: 0.2616 (0.2848) loss_cl: -0.2793 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [17:26:49.595374] Epoch: [319] [ 280/2904] eta: 0:35:32 lr: 0.001686 loss: 0.1795 (0.1910) loss_rec_all: 0.2054 (0.2169) loss_rec_sfr: 0.2615 (0.2834) loss_cl: -0.2783 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [17:27:04.504325] Epoch: [319] [ 300/2904] eta: 0:35:04 lr: 0.001686 loss: 0.1796 (0.1907) loss_rec_all: 0.2058 (0.2167) loss_rec_sfr: 0.2265 (0.2815) loss_cl: -0.2788 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [17:27:19.420341] Epoch: [319] [ 320/2904] eta: 0:34:38 lr: 0.001686 loss: 0.1801 (0.1909) loss_rec_all: 0.2062 (0.2168) loss_rec_sfr: 0.2658 (0.2822) loss_cl: -0.2790 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [17:27:34.327907] Epoch: [319] [ 340/2904] eta: 0:34:13 lr: 0.001686 loss: 0.1784 (0.1909) loss_rec_all: 0.2049 (0.2168) loss_rec_sfr: 0.2511 (0.2817) loss_cl: -0.2787 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [17:27:49.233291] Epoch: [319] [ 360/2904] eta: 0:33:49 lr: 0.001686 loss: 0.1816 (0.1911) loss_rec_all: 0.2079 (0.2170) loss_rec_sfr: 0.2633 (0.2823) loss_cl: -0.2791 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [17:28:04.121706] Epoch: [319] [ 380/2904] eta: 0:33:26 lr: 0.001686 loss: 0.1792 (0.1907) loss_rec_all: 0.2052 (0.2166) loss_rec_sfr: 0.2551 (0.2811) loss_cl: -0.2786 (-0.2789) time: 0.7444 data: 0.0002 max mem: 29860 [17:28:19.020779] Epoch: [319] [ 400/2904] eta: 0:33:04 lr: 0.001686 loss: 0.1789 (0.1905) loss_rec_all: 0.2051 (0.2164) loss_rec_sfr: 0.2578 (0.2807) loss_cl: -0.2791 (-0.2789) time: 0.7449 data: 0.0002 max mem: 29860 [17:28:33.943382] Epoch: [319] [ 420/2904] eta: 0:32:43 lr: 0.001686 loss: 0.1800 (0.1904) loss_rec_all: 0.2063 (0.2164) loss_rec_sfr: 0.2601 (0.2798) loss_cl: -0.2790 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [17:28:48.866478] Epoch: [319] [ 440/2904] eta: 0:32:22 lr: 0.001686 loss: 0.1788 (0.1905) loss_rec_all: 0.2054 (0.2164) loss_rec_sfr: 0.2518 (0.2798) loss_cl: -0.2788 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [17:29:03.783331] Epoch: [319] [ 460/2904] eta: 0:32:02 lr: 0.001686 loss: 0.1812 (0.1907) loss_rec_all: 0.2073 (0.2166) loss_rec_sfr: 0.2664 (0.2804) loss_cl: -0.2787 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [17:29:18.693259] Epoch: [319] [ 480/2904] eta: 0:31:42 lr: 0.001686 loss: 0.1809 (0.1908) loss_rec_all: 0.2067 (0.2167) loss_rec_sfr: 0.2627 (0.2811) loss_cl: -0.2781 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [17:29:33.596726] Epoch: [319] [ 500/2904] eta: 0:31:22 lr: 0.001686 loss: 0.1790 (0.1905) loss_rec_all: 0.2050 (0.2164) loss_rec_sfr: 0.2652 (0.2803) loss_cl: -0.2784 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [17:29:48.502891] Epoch: [319] [ 520/2904] eta: 0:31:03 lr: 0.001686 loss: 0.1826 (0.1906) loss_rec_all: 0.2089 (0.2165) loss_rec_sfr: 0.2615 (0.2805) loss_cl: -0.2789 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [17:30:03.409603] Epoch: [319] [ 540/2904] eta: 0:30:44 lr: 0.001686 loss: 0.1786 (0.1903) loss_rec_all: 0.2047 (0.2162) loss_rec_sfr: 0.2546 (0.2795) loss_cl: -0.2798 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [17:30:18.324663] Epoch: [319] [ 560/2904] eta: 0:30:26 lr: 0.001686 loss: 0.1819 (0.1901) loss_rec_all: 0.2081 (0.2161) loss_rec_sfr: 0.2586 (0.2790) loss_cl: -0.2793 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [17:30:33.237193] Epoch: [319] [ 580/2904] eta: 0:30:08 lr: 0.001686 loss: 0.1782 (0.1900) loss_rec_all: 0.2043 (0.2160) loss_rec_sfr: 0.2609 (0.2788) loss_cl: -0.2790 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [17:30:48.147389] Epoch: [319] [ 600/2904] eta: 0:29:49 lr: 0.001686 loss: 0.1791 (0.1899) loss_rec_all: 0.2056 (0.2159) loss_rec_sfr: 0.2174 (0.2781) loss_cl: -0.2785 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [17:31:03.055688] Epoch: [319] [ 620/2904] eta: 0:29:32 lr: 0.001686 loss: 0.1810 (0.1899) loss_rec_all: 0.2074 (0.2159) loss_rec_sfr: 0.2602 (0.2781) loss_cl: -0.2789 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [17:31:17.971938] Epoch: [319] [ 640/2904] eta: 0:29:14 lr: 0.001686 loss: 0.1783 (0.1898) loss_rec_all: 0.2045 (0.2157) loss_rec_sfr: 0.2644 (0.2779) loss_cl: -0.2793 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [17:31:32.897907] Epoch: [319] [ 660/2904] eta: 0:28:57 lr: 0.001686 loss: 0.1825 (0.1900) loss_rec_all: 0.2085 (0.2159) loss_rec_sfr: 0.2671 (0.2788) loss_cl: -0.2786 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [17:31:47.813136] Epoch: [319] [ 680/2904] eta: 0:28:39 lr: 0.001686 loss: 0.1762 (0.1898) loss_rec_all: 0.2021 (0.2158) loss_rec_sfr: 0.2541 (0.2783) loss_cl: -0.2792 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [17:32:02.729228] Epoch: [319] [ 700/2904] eta: 0:28:22 lr: 0.001685 loss: 0.1804 (0.1897) loss_rec_all: 0.2066 (0.2157) loss_rec_sfr: 0.2572 (0.2780) loss_cl: -0.2792 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [17:32:17.640649] Epoch: [319] [ 720/2904] eta: 0:28:05 lr: 0.001685 loss: 0.1820 (0.1899) loss_rec_all: 0.2084 (0.2158) loss_rec_sfr: 0.2545 (0.2781) loss_cl: -0.2790 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [17:32:32.549928] Epoch: [319] [ 740/2904] eta: 0:27:48 lr: 0.001685 loss: 0.1860 (0.1902) loss_rec_all: 0.2120 (0.2161) loss_rec_sfr: 0.2692 (0.2792) loss_cl: -0.2786 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [17:32:47.457843] Epoch: [319] [ 760/2904] eta: 0:27:31 lr: 0.001685 loss: 0.1798 (0.1902) loss_rec_all: 0.2058 (0.2161) loss_rec_sfr: 0.2689 (0.2794) loss_cl: -0.2785 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [17:33:02.362811] Epoch: [319] [ 780/2904] eta: 0:27:14 lr: 0.001685 loss: 0.1792 (0.1899) loss_rec_all: 0.2057 (0.2159) loss_rec_sfr: 0.2568 (0.2783) loss_cl: -0.2789 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [17:33:17.271760] Epoch: [319] [ 800/2904] eta: 0:26:58 lr: 0.001685 loss: 0.1825 (0.1901) loss_rec_all: 0.2089 (0.2160) loss_rec_sfr: 0.2669 (0.2788) loss_cl: -0.2795 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [17:33:32.181309] Epoch: [319] [ 820/2904] eta: 0:26:41 lr: 0.001685 loss: 0.1822 (0.1904) loss_rec_all: 0.2085 (0.2164) loss_rec_sfr: 0.2680 (0.2801) loss_cl: -0.2788 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [17:33:47.101671] Epoch: [319] [ 840/2904] eta: 0:26:25 lr: 0.001685 loss: 0.1790 (0.1904) loss_rec_all: 0.2054 (0.2163) loss_rec_sfr: 0.2592 (0.2798) loss_cl: -0.2792 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [17:34:02.012309] Epoch: [319] [ 860/2904] eta: 0:26:08 lr: 0.001685 loss: 0.1789 (0.1904) loss_rec_all: 0.2050 (0.2163) loss_rec_sfr: 0.2554 (0.2795) loss_cl: -0.2789 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [17:34:16.923666] Epoch: [319] [ 880/2904] eta: 0:25:52 lr: 0.001685 loss: 0.1843 (0.1905) loss_rec_all: 0.2102 (0.2165) loss_rec_sfr: 0.2635 (0.2800) loss_cl: -0.2791 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [17:34:31.834715] Epoch: [319] [ 900/2904] eta: 0:25:36 lr: 0.001685 loss: 0.1815 (0.1906) loss_rec_all: 0.2081 (0.2165) loss_rec_sfr: 0.2573 (0.2800) loss_cl: -0.2789 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [17:34:46.748352] Epoch: [319] [ 920/2904] eta: 0:25:19 lr: 0.001685 loss: 0.1805 (0.1905) loss_rec_all: 0.2062 (0.2165) loss_rec_sfr: 0.2525 (0.2797) loss_cl: -0.2783 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [17:35:01.661968] Epoch: [319] [ 940/2904] eta: 0:25:03 lr: 0.001685 loss: 0.1796 (0.1904) loss_rec_all: 0.2055 (0.2163) loss_rec_sfr: 0.2549 (0.2792) loss_cl: -0.2780 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [17:35:16.600250] Epoch: [319] [ 960/2904] eta: 0:24:47 lr: 0.001685 loss: 0.1761 (0.1903) loss_rec_all: 0.2023 (0.2162) loss_rec_sfr: 0.2258 (0.2788) loss_cl: -0.2790 (-0.2788) time: 0.7469 data: 0.0002 max mem: 29860 [17:35:31.525572] Epoch: [319] [ 980/2904] eta: 0:24:31 lr: 0.001685 loss: 0.1784 (0.1903) loss_rec_all: 0.2044 (0.2162) loss_rec_sfr: 0.2746 (0.2791) loss_cl: -0.2783 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [17:35:46.448676] Epoch: [319] [1000/2904] eta: 0:24:15 lr: 0.001685 loss: 0.1805 (0.1902) loss_rec_all: 0.2069 (0.2161) loss_rec_sfr: 0.2516 (0.2788) loss_cl: -0.2788 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [17:36:01.374942] Epoch: [319] [1020/2904] eta: 0:23:59 lr: 0.001685 loss: 0.1854 (0.1904) loss_rec_all: 0.2114 (0.2163) loss_rec_sfr: 0.2696 (0.2794) loss_cl: -0.2785 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [17:36:16.297044] Epoch: [319] [1040/2904] eta: 0:23:43 lr: 0.001685 loss: 0.1792 (0.1904) loss_rec_all: 0.2052 (0.2163) loss_rec_sfr: 0.2599 (0.2797) loss_cl: -0.2788 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [17:36:31.216293] Epoch: [319] [1060/2904] eta: 0:23:27 lr: 0.001685 loss: 0.1809 (0.1902) loss_rec_all: 0.2073 (0.2162) loss_rec_sfr: 0.2573 (0.2790) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [17:36:46.140392] Epoch: [319] [1080/2904] eta: 0:23:11 lr: 0.001685 loss: 0.1787 (0.1903) loss_rec_all: 0.2047 (0.2162) loss_rec_sfr: 0.2655 (0.2793) loss_cl: -0.2791 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [17:37:01.061294] Epoch: [319] [1100/2904] eta: 0:22:56 lr: 0.001685 loss: 0.1777 (0.1902) loss_rec_all: 0.2037 (0.2162) loss_rec_sfr: 0.2627 (0.2792) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [17:37:15.984999] Epoch: [319] [1120/2904] eta: 0:22:40 lr: 0.001685 loss: 0.1807 (0.1903) loss_rec_all: 0.2069 (0.2162) loss_rec_sfr: 0.2650 (0.2792) loss_cl: -0.2790 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [17:37:30.908722] Epoch: [319] [1140/2904] eta: 0:22:24 lr: 0.001685 loss: 0.1871 (0.1905) loss_rec_all: 0.2132 (0.2164) loss_rec_sfr: 0.2629 (0.2798) loss_cl: -0.2793 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [17:37:45.827532] Epoch: [319] [1160/2904] eta: 0:22:08 lr: 0.001685 loss: 0.1760 (0.1904) loss_rec_all: 0.2024 (0.2163) loss_rec_sfr: 0.2575 (0.2795) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [17:38:00.749351] Epoch: [319] [1180/2904] eta: 0:21:53 lr: 0.001685 loss: 0.1751 (0.1903) loss_rec_all: 0.2012 (0.2162) loss_rec_sfr: 0.2340 (0.2792) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [17:38:15.686757] Epoch: [319] [1200/2904] eta: 0:21:37 lr: 0.001685 loss: 0.1808 (0.1904) loss_rec_all: 0.2071 (0.2163) loss_rec_sfr: 0.2655 (0.2795) loss_cl: -0.2786 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [17:38:30.623679] Epoch: [319] [1220/2904] eta: 0:21:21 lr: 0.001685 loss: 0.1810 (0.1904) loss_rec_all: 0.2072 (0.2163) loss_rec_sfr: 0.2651 (0.2794) loss_cl: -0.2791 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [17:38:45.544342] Epoch: [319] [1240/2904] eta: 0:21:06 lr: 0.001685 loss: 0.1832 (0.1904) loss_rec_all: 0.2095 (0.2163) loss_rec_sfr: 0.2572 (0.2793) loss_cl: -0.2802 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [17:39:00.464994] Epoch: [319] [1260/2904] eta: 0:20:50 lr: 0.001685 loss: 0.1804 (0.1903) loss_rec_all: 0.2065 (0.2163) loss_rec_sfr: 0.2635 (0.2791) loss_cl: -0.2793 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [17:39:15.385560] Epoch: [319] [1280/2904] eta: 0:20:34 lr: 0.001685 loss: 0.1819 (0.1903) loss_rec_all: 0.2080 (0.2163) loss_rec_sfr: 0.2613 (0.2790) loss_cl: -0.2781 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [17:39:30.308650] Epoch: [319] [1300/2904] eta: 0:20:19 lr: 0.001685 loss: 0.1781 (0.1901) loss_rec_all: 0.2044 (0.2161) loss_rec_sfr: 0.2444 (0.2783) loss_cl: -0.2784 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [17:39:45.228870] Epoch: [319] [1320/2904] eta: 0:20:03 lr: 0.001685 loss: 0.1793 (0.1902) loss_rec_all: 0.2059 (0.2162) loss_rec_sfr: 0.2605 (0.2787) loss_cl: -0.2780 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [17:40:00.144453] Epoch: [319] [1340/2904] eta: 0:19:48 lr: 0.001684 loss: 0.1812 (0.1904) loss_rec_all: 0.2072 (0.2163) loss_rec_sfr: 0.2644 (0.2791) loss_cl: -0.2783 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [17:40:15.059021] Epoch: [319] [1360/2904] eta: 0:19:32 lr: 0.001684 loss: 0.1776 (0.1904) loss_rec_all: 0.2037 (0.2163) loss_rec_sfr: 0.2682 (0.2793) loss_cl: -0.2793 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [17:40:29.984427] Epoch: [319] [1380/2904] eta: 0:19:17 lr: 0.001684 loss: 0.1851 (0.1905) loss_rec_all: 0.2115 (0.2164) loss_rec_sfr: 0.2646 (0.2797) loss_cl: -0.2798 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [17:40:44.903668] Epoch: [319] [1400/2904] eta: 0:19:01 lr: 0.001684 loss: 0.1762 (0.1904) loss_rec_all: 0.2024 (0.2163) loss_rec_sfr: 0.2682 (0.2794) loss_cl: -0.2793 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [17:40:59.819835] Epoch: [319] [1420/2904] eta: 0:18:46 lr: 0.001684 loss: 0.1788 (0.1904) loss_rec_all: 0.2048 (0.2163) loss_rec_sfr: 0.2619 (0.2795) loss_cl: -0.2787 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [17:41:14.739392] Epoch: [319] [1440/2904] eta: 0:18:30 lr: 0.001684 loss: 0.1840 (0.1905) loss_rec_all: 0.2100 (0.2164) loss_rec_sfr: 0.2604 (0.2797) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [17:41:29.657386] Epoch: [319] [1460/2904] eta: 0:18:15 lr: 0.001684 loss: 0.1805 (0.1904) loss_rec_all: 0.2066 (0.2164) loss_rec_sfr: 0.2484 (0.2794) loss_cl: -0.2793 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [17:41:44.576372] Epoch: [319] [1480/2904] eta: 0:18:00 lr: 0.001684 loss: 0.1786 (0.1904) loss_rec_all: 0.2045 (0.2163) loss_rec_sfr: 0.2647 (0.2795) loss_cl: -0.2790 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [17:41:59.498251] Epoch: [319] [1500/2904] eta: 0:17:44 lr: 0.001684 loss: 0.1795 (0.1903) loss_rec_all: 0.2054 (0.2163) loss_rec_sfr: 0.2609 (0.2793) loss_cl: -0.2782 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [17:42:14.417195] Epoch: [319] [1520/2904] eta: 0:17:29 lr: 0.001684 loss: 0.1792 (0.1903) loss_rec_all: 0.2052 (0.2163) loss_rec_sfr: 0.2618 (0.2792) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [17:42:29.338892] Epoch: [319] [1540/2904] eta: 0:17:13 lr: 0.001684 loss: 0.1766 (0.1903) loss_rec_all: 0.2027 (0.2162) loss_rec_sfr: 0.2571 (0.2790) loss_cl: -0.2798 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [17:42:44.263759] Epoch: [319] [1560/2904] eta: 0:16:58 lr: 0.001684 loss: 0.1883 (0.1904) loss_rec_all: 0.2143 (0.2163) loss_rec_sfr: 0.2630 (0.2794) loss_cl: -0.2784 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [17:42:59.183432] Epoch: [319] [1580/2904] eta: 0:16:43 lr: 0.001684 loss: 0.1828 (0.1904) loss_rec_all: 0.2086 (0.2164) loss_rec_sfr: 0.2694 (0.2797) loss_cl: -0.2777 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [17:43:14.100192] Epoch: [319] [1600/2904] eta: 0:16:27 lr: 0.001684 loss: 0.1819 (0.1905) loss_rec_all: 0.2082 (0.2164) loss_rec_sfr: 0.2673 (0.2800) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [17:43:29.016280] Epoch: [319] [1620/2904] eta: 0:16:12 lr: 0.001684 loss: 0.1822 (0.1905) loss_rec_all: 0.2083 (0.2164) loss_rec_sfr: 0.2627 (0.2799) loss_cl: -0.2795 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [17:43:43.933101] Epoch: [319] [1640/2904] eta: 0:15:57 lr: 0.001684 loss: 0.1837 (0.1905) loss_rec_all: 0.2100 (0.2164) loss_rec_sfr: 0.2615 (0.2800) loss_cl: -0.2799 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [17:43:58.850337] Epoch: [319] [1660/2904] eta: 0:15:41 lr: 0.001684 loss: 0.1765 (0.1905) loss_rec_all: 0.2030 (0.2164) loss_rec_sfr: 0.2551 (0.2800) loss_cl: -0.2791 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [17:44:13.763420] Epoch: [319] [1680/2904] eta: 0:15:26 lr: 0.001684 loss: 0.1800 (0.1905) loss_rec_all: 0.2063 (0.2164) loss_rec_sfr: 0.2244 (0.2798) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [17:44:28.682978] Epoch: [319] [1700/2904] eta: 0:15:11 lr: 0.001684 loss: 0.1812 (0.1905) loss_rec_all: 0.2071 (0.2164) loss_rec_sfr: 0.2657 (0.2799) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [17:44:43.596561] Epoch: [319] [1720/2904] eta: 0:14:55 lr: 0.001684 loss: 0.1795 (0.1906) loss_rec_all: 0.2054 (0.2165) loss_rec_sfr: 0.2675 (0.2801) loss_cl: -0.2782 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [17:44:58.508835] Epoch: [319] [1740/2904] eta: 0:14:40 lr: 0.001684 loss: 0.1842 (0.1907) loss_rec_all: 0.2104 (0.2166) loss_rec_sfr: 0.2608 (0.2804) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [17:45:13.423573] Epoch: [319] [1760/2904] eta: 0:14:25 lr: 0.001684 loss: 0.1805 (0.1906) loss_rec_all: 0.2067 (0.2166) loss_rec_sfr: 0.2583 (0.2803) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [17:45:28.338906] Epoch: [319] [1780/2904] eta: 0:14:10 lr: 0.001684 loss: 0.1821 (0.1906) loss_rec_all: 0.2086 (0.2166) loss_rec_sfr: 0.2295 (0.2802) loss_cl: -0.2796 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [17:45:43.390944] Epoch: [319] [1800/2904] eta: 0:13:54 lr: 0.001684 loss: 0.1785 (0.1905) loss_rec_all: 0.2046 (0.2165) loss_rec_sfr: 0.2284 (0.2798) loss_cl: -0.2790 (-0.2788) time: 0.7526 data: 0.0002 max mem: 29860 [17:45:58.310170] Epoch: [319] [1820/2904] eta: 0:13:39 lr: 0.001684 loss: 0.1795 (0.1905) loss_rec_all: 0.2059 (0.2164) loss_rec_sfr: 0.2620 (0.2796) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [17:46:13.229838] Epoch: [319] [1840/2904] eta: 0:13:24 lr: 0.001684 loss: 0.1784 (0.1905) loss_rec_all: 0.2047 (0.2164) loss_rec_sfr: 0.2581 (0.2795) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [17:46:28.147793] Epoch: [319] [1860/2904] eta: 0:13:09 lr: 0.001684 loss: 0.1800 (0.1904) loss_rec_all: 0.2063 (0.2164) loss_rec_sfr: 0.2290 (0.2793) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [17:46:43.064939] Epoch: [319] [1880/2904] eta: 0:12:54 lr: 0.001684 loss: 0.1818 (0.1904) loss_rec_all: 0.2079 (0.2163) loss_rec_sfr: 0.2592 (0.2792) loss_cl: -0.2795 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [17:46:57.984531] Epoch: [319] [1900/2904] eta: 0:12:38 lr: 0.001684 loss: 0.1801 (0.1903) loss_rec_all: 0.2060 (0.2162) loss_rec_sfr: 0.2642 (0.2789) loss_cl: -0.2798 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [17:47:12.908091] Epoch: [319] [1920/2904] eta: 0:12:23 lr: 0.001684 loss: 0.1826 (0.1903) loss_rec_all: 0.2089 (0.2162) loss_rec_sfr: 0.2581 (0.2789) loss_cl: -0.2789 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [17:47:27.821008] Epoch: [319] [1940/2904] eta: 0:12:08 lr: 0.001684 loss: 0.1785 (0.1902) loss_rec_all: 0.2049 (0.2162) loss_rec_sfr: 0.2497 (0.2786) loss_cl: -0.2783 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [17:47:42.736813] Epoch: [319] [1960/2904] eta: 0:11:53 lr: 0.001684 loss: 0.1783 (0.1902) loss_rec_all: 0.2045 (0.2161) loss_rec_sfr: 0.2564 (0.2785) loss_cl: -0.2798 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [17:47:57.648780] Epoch: [319] [1980/2904] eta: 0:11:37 lr: 0.001683 loss: 0.1840 (0.1902) loss_rec_all: 0.2099 (0.2162) loss_rec_sfr: 0.2658 (0.2787) loss_cl: -0.2784 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [17:48:12.561570] Epoch: [319] [2000/2904] eta: 0:11:22 lr: 0.001683 loss: 0.1798 (0.1903) loss_rec_all: 0.2062 (0.2162) loss_rec_sfr: 0.2488 (0.2788) loss_cl: -0.2790 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [17:48:27.469162] Epoch: [319] [2020/2904] eta: 0:11:07 lr: 0.001683 loss: 0.1826 (0.1903) loss_rec_all: 0.2091 (0.2163) loss_rec_sfr: 0.2622 (0.2789) loss_cl: -0.2792 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [17:48:42.380920] Epoch: [319] [2040/2904] eta: 0:10:52 lr: 0.001683 loss: 0.1821 (0.1903) loss_rec_all: 0.2081 (0.2163) loss_rec_sfr: 0.2627 (0.2789) loss_cl: -0.2788 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [17:48:57.295249] Epoch: [319] [2060/2904] eta: 0:10:37 lr: 0.001683 loss: 0.1812 (0.1904) loss_rec_all: 0.2069 (0.2163) loss_rec_sfr: 0.2641 (0.2791) loss_cl: -0.2793 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [17:49:12.208684] Epoch: [319] [2080/2904] eta: 0:10:22 lr: 0.001683 loss: 0.1801 (0.1904) loss_rec_all: 0.2064 (0.2163) loss_rec_sfr: 0.2607 (0.2791) loss_cl: -0.2784 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [17:49:27.124057] Epoch: [319] [2100/2904] eta: 0:10:06 lr: 0.001683 loss: 0.1872 (0.1904) loss_rec_all: 0.2134 (0.2164) loss_rec_sfr: 0.2583 (0.2791) loss_cl: -0.2783 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [17:49:42.049734] Epoch: [319] [2120/2904] eta: 0:09:51 lr: 0.001683 loss: 0.1830 (0.1905) loss_rec_all: 0.2092 (0.2164) loss_rec_sfr: 0.2669 (0.2794) loss_cl: -0.2795 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [17:49:56.958956] Epoch: [319] [2140/2904] eta: 0:09:36 lr: 0.001683 loss: 0.1789 (0.1905) loss_rec_all: 0.2049 (0.2164) loss_rec_sfr: 0.2600 (0.2792) loss_cl: -0.2787 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [17:50:11.869964] Epoch: [319] [2160/2904] eta: 0:09:21 lr: 0.001683 loss: 0.1807 (0.1905) loss_rec_all: 0.2067 (0.2164) loss_rec_sfr: 0.2630 (0.2792) loss_cl: -0.2784 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [17:50:26.783967] Epoch: [319] [2180/2904] eta: 0:09:06 lr: 0.001683 loss: 0.1772 (0.1904) loss_rec_all: 0.2036 (0.2164) loss_rec_sfr: 0.2596 (0.2792) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [17:50:41.692077] Epoch: [319] [2200/2904] eta: 0:08:51 lr: 0.001683 loss: 0.1783 (0.1903) loss_rec_all: 0.2045 (0.2163) loss_rec_sfr: 0.2681 (0.2789) loss_cl: -0.2785 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [17:50:56.598991] Epoch: [319] [2220/2904] eta: 0:08:35 lr: 0.001683 loss: 0.1827 (0.1905) loss_rec_all: 0.2091 (0.2164) loss_rec_sfr: 0.2762 (0.2794) loss_cl: -0.2793 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [17:51:11.508845] Epoch: [319] [2240/2904] eta: 0:08:20 lr: 0.001683 loss: 0.1802 (0.1905) loss_rec_all: 0.2065 (0.2164) loss_rec_sfr: 0.2285 (0.2793) loss_cl: -0.2790 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [17:51:26.420926] Epoch: [319] [2260/2904] eta: 0:08:05 lr: 0.001683 loss: 0.1833 (0.1905) loss_rec_all: 0.2094 (0.2164) loss_rec_sfr: 0.2648 (0.2794) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [17:51:41.333007] Epoch: [319] [2280/2904] eta: 0:07:50 lr: 0.001683 loss: 0.1792 (0.1905) loss_rec_all: 0.2052 (0.2164) loss_rec_sfr: 0.2590 (0.2793) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [17:51:56.244665] Epoch: [319] [2300/2904] eta: 0:07:35 lr: 0.001683 loss: 0.1782 (0.1904) loss_rec_all: 0.2046 (0.2163) loss_rec_sfr: 0.2492 (0.2790) loss_cl: -0.2783 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [17:52:11.155939] Epoch: [319] [2320/2904] eta: 0:07:20 lr: 0.001683 loss: 0.1824 (0.1904) loss_rec_all: 0.2088 (0.2163) loss_rec_sfr: 0.2523 (0.2788) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [17:52:26.063387] Epoch: [319] [2340/2904] eta: 0:07:05 lr: 0.001683 loss: 0.1808 (0.1904) loss_rec_all: 0.2069 (0.2163) loss_rec_sfr: 0.2568 (0.2788) loss_cl: -0.2790 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [17:52:40.968325] Epoch: [319] [2360/2904] eta: 0:06:50 lr: 0.001683 loss: 0.1776 (0.1903) loss_rec_all: 0.2040 (0.2163) loss_rec_sfr: 0.2548 (0.2786) loss_cl: -0.2792 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [17:52:55.873888] Epoch: [319] [2380/2904] eta: 0:06:34 lr: 0.001683 loss: 0.1820 (0.1904) loss_rec_all: 0.2082 (0.2163) loss_rec_sfr: 0.2684 (0.2788) loss_cl: -0.2796 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [17:53:10.782972] Epoch: [319] [2400/2904] eta: 0:06:19 lr: 0.001683 loss: 0.1806 (0.1904) loss_rec_all: 0.2067 (0.2163) loss_rec_sfr: 0.2619 (0.2788) loss_cl: -0.2792 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [17:53:25.694868] Epoch: [319] [2420/2904] eta: 0:06:04 lr: 0.001683 loss: 0.1808 (0.1904) loss_rec_all: 0.2070 (0.2163) loss_rec_sfr: 0.2602 (0.2787) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [17:53:40.599103] Epoch: [319] [2440/2904] eta: 0:05:49 lr: 0.001683 loss: 0.1786 (0.1904) loss_rec_all: 0.2050 (0.2163) loss_rec_sfr: 0.2646 (0.2788) loss_cl: -0.2786 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [17:53:55.505029] Epoch: [319] [2460/2904] eta: 0:05:34 lr: 0.001683 loss: 0.1824 (0.1904) loss_rec_all: 0.2087 (0.2163) loss_rec_sfr: 0.2578 (0.2788) loss_cl: -0.2791 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [17:54:10.414387] Epoch: [319] [2480/2904] eta: 0:05:19 lr: 0.001683 loss: 0.1783 (0.1903) loss_rec_all: 0.2046 (0.2162) loss_rec_sfr: 0.2311 (0.2784) loss_cl: -0.2795 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [17:54:25.319753] Epoch: [319] [2500/2904] eta: 0:05:04 lr: 0.001683 loss: 0.1863 (0.1904) loss_rec_all: 0.2127 (0.2163) loss_rec_sfr: 0.2609 (0.2789) loss_cl: -0.2790 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [17:54:40.224707] Epoch: [319] [2520/2904] eta: 0:04:49 lr: 0.001683 loss: 0.1805 (0.1904) loss_rec_all: 0.2063 (0.2163) loss_rec_sfr: 0.2642 (0.2789) loss_cl: -0.2785 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [17:54:55.131356] Epoch: [319] [2540/2904] eta: 0:04:34 lr: 0.001683 loss: 0.1769 (0.1903) loss_rec_all: 0.2033 (0.2163) loss_rec_sfr: 0.2578 (0.2787) loss_cl: -0.2790 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [17:55:10.040928] Epoch: [319] [2560/2904] eta: 0:04:19 lr: 0.001683 loss: 0.1780 (0.1903) loss_rec_all: 0.2040 (0.2163) loss_rec_sfr: 0.2582 (0.2788) loss_cl: -0.2789 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [17:55:24.952956] Epoch: [319] [2580/2904] eta: 0:04:03 lr: 0.001683 loss: 0.1882 (0.1905) loss_rec_all: 0.2144 (0.2164) loss_rec_sfr: 0.2723 (0.2793) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [17:55:39.861565] Epoch: [319] [2600/2904] eta: 0:03:48 lr: 0.001683 loss: 0.1818 (0.1905) loss_rec_all: 0.2081 (0.2164) loss_rec_sfr: 0.2717 (0.2794) loss_cl: -0.2784 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [17:55:54.771936] Epoch: [319] [2620/2904] eta: 0:03:33 lr: 0.001682 loss: 0.1812 (0.1905) loss_rec_all: 0.2073 (0.2164) loss_rec_sfr: 0.2656 (0.2794) loss_cl: -0.2794 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [17:56:09.678980] Epoch: [319] [2640/2904] eta: 0:03:18 lr: 0.001682 loss: 0.1850 (0.1905) loss_rec_all: 0.2111 (0.2165) loss_rec_sfr: 0.2726 (0.2796) loss_cl: -0.2794 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [17:56:24.589767] Epoch: [319] [2660/2904] eta: 0:03:03 lr: 0.001682 loss: 0.1766 (0.1904) loss_rec_all: 0.2028 (0.2164) loss_rec_sfr: 0.2276 (0.2792) loss_cl: -0.2796 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [17:56:39.489435] Epoch: [319] [2680/2904] eta: 0:02:48 lr: 0.001682 loss: 0.1830 (0.1905) loss_rec_all: 0.2088 (0.2164) loss_rec_sfr: 0.2629 (0.2794) loss_cl: -0.2789 (-0.2788) time: 0.7449 data: 0.0002 max mem: 29860 [17:56:54.387380] Epoch: [319] [2700/2904] eta: 0:02:33 lr: 0.001682 loss: 0.1800 (0.1905) loss_rec_all: 0.2063 (0.2164) loss_rec_sfr: 0.2543 (0.2794) loss_cl: -0.2784 (-0.2788) time: 0.7449 data: 0.0002 max mem: 29860 [17:57:09.295670] Epoch: [319] [2720/2904] eta: 0:02:18 lr: 0.001682 loss: 0.1818 (0.1905) loss_rec_all: 0.2077 (0.2164) loss_rec_sfr: 0.2660 (0.2796) loss_cl: -0.2785 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [17:57:24.204423] Epoch: [319] [2740/2904] eta: 0:02:03 lr: 0.001682 loss: 0.1838 (0.1906) loss_rec_all: 0.2097 (0.2165) loss_rec_sfr: 0.2745 (0.2798) loss_cl: -0.2786 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [17:57:39.108066] Epoch: [319] [2760/2904] eta: 0:01:48 lr: 0.001682 loss: 0.1893 (0.1907) loss_rec_all: 0.2155 (0.2166) loss_rec_sfr: 0.2611 (0.2801) loss_cl: -0.2792 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [17:57:54.022487] Epoch: [319] [2780/2904] eta: 0:01:33 lr: 0.001682 loss: 0.1804 (0.1907) loss_rec_all: 0.2064 (0.2166) loss_rec_sfr: 0.2637 (0.2801) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [17:58:08.930594] Epoch: [319] [2800/2904] eta: 0:01:18 lr: 0.001682 loss: 0.1878 (0.1907) loss_rec_all: 0.2138 (0.2166) loss_rec_sfr: 0.2672 (0.2803) loss_cl: -0.2789 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [17:58:23.853343] Epoch: [319] [2820/2904] eta: 0:01:03 lr: 0.001682 loss: 0.1798 (0.1907) loss_rec_all: 0.2058 (0.2166) loss_rec_sfr: 0.2610 (0.2801) loss_cl: -0.2789 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [17:58:38.831082] Epoch: [319] [2840/2904] eta: 0:00:48 lr: 0.001682 loss: 0.1809 (0.1907) loss_rec_all: 0.2068 (0.2166) loss_rec_sfr: 0.2609 (0.2801) loss_cl: -0.2796 (-0.2788) time: 0.7488 data: 0.0023 max mem: 29860 [17:58:53.745129] Epoch: [319] [2860/2904] eta: 0:00:33 lr: 0.001682 loss: 0.1826 (0.1907) loss_rec_all: 0.2090 (0.2166) loss_rec_sfr: 0.2676 (0.2802) loss_cl: -0.2793 (-0.2788) time: 0.7457 data: 0.0001 max mem: 29860 [17:59:08.640144] Epoch: [319] [2880/2904] eta: 0:00:18 lr: 0.001682 loss: 0.1796 (0.1907) loss_rec_all: 0.2056 (0.2166) loss_rec_sfr: 0.2592 (0.2803) loss_cl: -0.2780 (-0.2788) time: 0.7447 data: 0.0001 max mem: 29860 [17:59:23.538756] Epoch: [319] [2900/2904] eta: 0:00:03 lr: 0.001682 loss: 0.1794 (0.1907) loss_rec_all: 0.2056 (0.2167) loss_rec_sfr: 0.2599 (0.2803) loss_cl: -0.2793 (-0.2788) time: 0.7449 data: 0.0001 max mem: 29860 [17:59:25.779696] Epoch: [319] [2903/2904] eta: 0:00:00 lr: 0.001682 loss: 0.1788 (0.1907) loss_rec_all: 0.2054 (0.2167) loss_rec_sfr: 0.2599 (0.2803) loss_cl: -0.2793 (-0.2788) time: 0.7449 data: 0.0001 max mem: 29860 [17:59:27.818777] Epoch: [319] Total time: 0:36:26 (0.7530 s / it) [17:59:27.831515] Averaged stats: lr: 0.001682 loss: 0.1788 (0.1923) loss_rec_all: 0.2054 (0.2160) loss_rec_sfr: 0.2599 (0.2777) loss_cl: -0.2793 (-0.2556) [17:59:27.836661] log_dir: ./checkpoint/VF2_ViT-B [17:59:44.695315] Epoch: [320] [ 0/2904] eta: 13:35:55 lr: 0.001682 loss: 0.1754 (0.1754) loss_rec_all: 0.2015 (0.2015) loss_rec_sfr: 0.2735 (0.2735) loss_cl: -0.2801 (-0.2801) time: 16.8579 data: 16.1263 max mem: 29860 [18:00:03.561062] Epoch: [320] [ 20/2904] eta: 1:21:45 lr: 0.001682 loss: 0.1837 (0.1935) loss_rec_all: 0.2097 (0.2193) loss_rec_sfr: 0.2673 (0.2972) loss_cl: -0.2792 (-0.2792) time: 0.9432 data: 0.0002 max mem: 29860 [18:00:18.425345] Epoch: [320] [ 40/2904] eta: 0:58:53 lr: 0.001682 loss: 0.1840 (0.1944) loss_rec_all: 0.2101 (0.2202) loss_rec_sfr: 0.2619 (0.2984) loss_cl: -0.2793 (-0.2793) time: 0.7432 data: 0.0002 max mem: 29860 [18:00:33.325348] Epoch: [320] [ 60/2904] eta: 0:50:53 lr: 0.001682 loss: 0.1866 (0.1959) loss_rec_all: 0.2126 (0.2217) loss_rec_sfr: 0.2658 (0.2999) loss_cl: -0.2785 (-0.2791) time: 0.7450 data: 0.0002 max mem: 29860 [18:00:48.213051] Epoch: [320] [ 80/2904] eta: 0:46:42 lr: 0.001682 loss: 0.1822 (0.1945) loss_rec_all: 0.2083 (0.2203) loss_rec_sfr: 0.2598 (0.2965) loss_cl: -0.2783 (-0.2789) time: 0.7443 data: 0.0002 max mem: 29860 [18:01:03.129414] Epoch: [320] [ 100/2904] eta: 0:44:05 lr: 0.001682 loss: 0.1787 (0.1928) loss_rec_all: 0.2048 (0.2187) loss_rec_sfr: 0.2593 (0.2911) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [18:01:18.023649] Epoch: [320] [ 120/2904] eta: 0:42:15 lr: 0.001682 loss: 0.1831 (0.1935) loss_rec_all: 0.2092 (0.2193) loss_rec_sfr: 0.2749 (0.2926) loss_cl: -0.2797 (-0.2789) time: 0.7447 data: 0.0002 max mem: 29860 [18:01:32.917419] Epoch: [320] [ 140/2904] eta: 0:40:51 lr: 0.001682 loss: 0.1797 (0.1932) loss_rec_all: 0.2056 (0.2191) loss_rec_sfr: 0.2654 (0.2919) loss_cl: -0.2786 (-0.2789) time: 0.7446 data: 0.0002 max mem: 29860 [18:01:47.810296] Epoch: [320] [ 160/2904] eta: 0:39:45 lr: 0.001682 loss: 0.1810 (0.1932) loss_rec_all: 0.2072 (0.2190) loss_rec_sfr: 0.2622 (0.2913) loss_cl: -0.2796 (-0.2790) time: 0.7446 data: 0.0002 max mem: 29860 [18:02:02.710959] Epoch: [320] [ 180/2904] eta: 0:38:50 lr: 0.001682 loss: 0.1801 (0.1922) loss_rec_all: 0.2059 (0.2181) loss_rec_sfr: 0.2562 (0.2875) loss_cl: -0.2790 (-0.2790) time: 0.7450 data: 0.0002 max mem: 29860 [18:02:17.616773] Epoch: [320] [ 200/2904] eta: 0:38:03 lr: 0.001682 loss: 0.1845 (0.1922) loss_rec_all: 0.2105 (0.2181) loss_rec_sfr: 0.2617 (0.2881) loss_cl: -0.2780 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [18:02:32.519508] Epoch: [320] [ 220/2904] eta: 0:37:22 lr: 0.001682 loss: 0.1904 (0.1934) loss_rec_all: 0.2164 (0.2192) loss_rec_sfr: 0.2637 (0.2914) loss_cl: -0.2778 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [18:02:47.424033] Epoch: [320] [ 240/2904] eta: 0:36:46 lr: 0.001682 loss: 0.1863 (0.1935) loss_rec_all: 0.2124 (0.2194) loss_rec_sfr: 0.2673 (0.2918) loss_cl: -0.2785 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [18:03:02.336145] Epoch: [320] [ 260/2904] eta: 0:36:12 lr: 0.001682 loss: 0.1821 (0.1935) loss_rec_all: 0.2081 (0.2193) loss_rec_sfr: 0.2530 (0.2913) loss_cl: -0.2789 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [18:03:17.266779] Epoch: [320] [ 280/2904] eta: 0:35:42 lr: 0.001682 loss: 0.1779 (0.1928) loss_rec_all: 0.2040 (0.2186) loss_rec_sfr: 0.2626 (0.2895) loss_cl: -0.2791 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [18:03:32.177423] Epoch: [320] [ 300/2904] eta: 0:35:13 lr: 0.001682 loss: 0.1791 (0.1918) loss_rec_all: 0.2054 (0.2177) loss_rec_sfr: 0.2509 (0.2865) loss_cl: -0.2796 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [18:03:47.082306] Epoch: [320] [ 320/2904] eta: 0:34:46 lr: 0.001682 loss: 0.1791 (0.1913) loss_rec_all: 0.2056 (0.2172) loss_rec_sfr: 0.2549 (0.2838) loss_cl: -0.2796 (-0.2790) time: 0.7452 data: 0.0002 max mem: 29860 [18:04:01.993679] Epoch: [320] [ 340/2904] eta: 0:34:21 lr: 0.001682 loss: 0.1796 (0.1910) loss_rec_all: 0.2057 (0.2169) loss_rec_sfr: 0.2562 (0.2829) loss_cl: -0.2786 (-0.2790) time: 0.7455 data: 0.0002 max mem: 29860 [18:04:16.913789] Epoch: [320] [ 360/2904] eta: 0:33:57 lr: 0.001681 loss: 0.1827 (0.1913) loss_rec_all: 0.2090 (0.2172) loss_rec_sfr: 0.2562 (0.2840) loss_cl: -0.2783 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [18:04:31.837504] Epoch: [320] [ 380/2904] eta: 0:33:33 lr: 0.001681 loss: 0.1814 (0.1912) loss_rec_all: 0.2074 (0.2171) loss_rec_sfr: 0.2642 (0.2838) loss_cl: -0.2787 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [18:04:46.745555] Epoch: [320] [ 400/2904] eta: 0:33:11 lr: 0.001681 loss: 0.1772 (0.1909) loss_rec_all: 0.2036 (0.2168) loss_rec_sfr: 0.2493 (0.2828) loss_cl: -0.2783 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [18:05:01.651615] Epoch: [320] [ 420/2904] eta: 0:32:49 lr: 0.001681 loss: 0.1787 (0.1908) loss_rec_all: 0.2051 (0.2167) loss_rec_sfr: 0.2618 (0.2826) loss_cl: -0.2788 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [18:05:16.560583] Epoch: [320] [ 440/2904] eta: 0:32:28 lr: 0.001681 loss: 0.1761 (0.1906) loss_rec_all: 0.2025 (0.2165) loss_rec_sfr: 0.2261 (0.2816) loss_cl: -0.2789 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [18:05:31.462040] Epoch: [320] [ 460/2904] eta: 0:32:07 lr: 0.001681 loss: 0.1841 (0.1909) loss_rec_all: 0.2098 (0.2168) loss_rec_sfr: 0.2647 (0.2831) loss_cl: -0.2790 (-0.2789) time: 0.7450 data: 0.0002 max mem: 29860 [18:05:46.369004] Epoch: [320] [ 480/2904] eta: 0:31:47 lr: 0.001681 loss: 0.1796 (0.1911) loss_rec_all: 0.2059 (0.2170) loss_rec_sfr: 0.2576 (0.2835) loss_cl: -0.2790 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [18:06:01.279607] Epoch: [320] [ 500/2904] eta: 0:31:27 lr: 0.001681 loss: 0.1788 (0.1911) loss_rec_all: 0.2051 (0.2170) loss_rec_sfr: 0.2586 (0.2833) loss_cl: -0.2794 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [18:06:16.192503] Epoch: [320] [ 520/2904] eta: 0:31:08 lr: 0.001681 loss: 0.1787 (0.1907) loss_rec_all: 0.2047 (0.2167) loss_rec_sfr: 0.2573 (0.2820) loss_cl: -0.2794 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [18:06:31.104079] Epoch: [320] [ 540/2904] eta: 0:30:49 lr: 0.001681 loss: 0.1763 (0.1904) loss_rec_all: 0.2023 (0.2163) loss_rec_sfr: 0.2574 (0.2809) loss_cl: -0.2792 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [18:06:46.016009] Epoch: [320] [ 560/2904] eta: 0:30:30 lr: 0.001681 loss: 0.1814 (0.1906) loss_rec_all: 0.2079 (0.2165) loss_rec_sfr: 0.2537 (0.2812) loss_cl: -0.2783 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [18:07:00.919720] Epoch: [320] [ 580/2904] eta: 0:30:12 lr: 0.001681 loss: 0.1816 (0.1908) loss_rec_all: 0.2077 (0.2167) loss_rec_sfr: 0.2589 (0.2819) loss_cl: -0.2784 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [18:07:15.827148] Epoch: [320] [ 600/2904] eta: 0:29:53 lr: 0.001681 loss: 0.1862 (0.1913) loss_rec_all: 0.2123 (0.2172) loss_rec_sfr: 0.2665 (0.2833) loss_cl: -0.2788 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [18:07:30.740321] Epoch: [320] [ 620/2904] eta: 0:29:35 lr: 0.001681 loss: 0.1828 (0.1912) loss_rec_all: 0.2092 (0.2171) loss_rec_sfr: 0.2486 (0.2828) loss_cl: -0.2795 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [18:07:45.648496] Epoch: [320] [ 640/2904] eta: 0:29:18 lr: 0.001681 loss: 0.1831 (0.1915) loss_rec_all: 0.2090 (0.2174) loss_rec_sfr: 0.2681 (0.2838) loss_cl: -0.2790 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [18:08:00.562934] Epoch: [320] [ 660/2904] eta: 0:29:00 lr: 0.001681 loss: 0.1839 (0.1914) loss_rec_all: 0.2100 (0.2173) loss_rec_sfr: 0.2644 (0.2838) loss_cl: -0.2788 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [18:08:15.478540] Epoch: [320] [ 680/2904] eta: 0:28:43 lr: 0.001681 loss: 0.1839 (0.1914) loss_rec_all: 0.2100 (0.2173) loss_rec_sfr: 0.2666 (0.2836) loss_cl: -0.2788 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [18:08:30.389341] Epoch: [320] [ 700/2904] eta: 0:28:25 lr: 0.001681 loss: 0.1804 (0.1912) loss_rec_all: 0.2066 (0.2171) loss_rec_sfr: 0.2339 (0.2828) loss_cl: -0.2787 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [18:08:45.299622] Epoch: [320] [ 720/2904] eta: 0:28:08 lr: 0.001681 loss: 0.1825 (0.1912) loss_rec_all: 0.2087 (0.2171) loss_rec_sfr: 0.2571 (0.2826) loss_cl: -0.2788 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [18:09:00.206675] Epoch: [320] [ 740/2904] eta: 0:27:51 lr: 0.001681 loss: 0.1786 (0.1909) loss_rec_all: 0.2047 (0.2168) loss_rec_sfr: 0.2593 (0.2816) loss_cl: -0.2786 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [18:09:15.124027] Epoch: [320] [ 760/2904] eta: 0:27:34 lr: 0.001681 loss: 0.1822 (0.1908) loss_rec_all: 0.2081 (0.2167) loss_rec_sfr: 0.2643 (0.2816) loss_cl: -0.2791 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [18:09:30.038500] Epoch: [320] [ 780/2904] eta: 0:27:17 lr: 0.001681 loss: 0.1811 (0.1907) loss_rec_all: 0.2075 (0.2166) loss_rec_sfr: 0.2567 (0.2810) loss_cl: -0.2787 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [18:09:44.991688] Epoch: [320] [ 800/2904] eta: 0:27:00 lr: 0.001681 loss: 0.1786 (0.1907) loss_rec_all: 0.2049 (0.2166) loss_rec_sfr: 0.2289 (0.2808) loss_cl: -0.2790 (-0.2789) time: 0.7476 data: 0.0002 max mem: 29860 [18:09:59.965051] Epoch: [320] [ 820/2904] eta: 0:26:44 lr: 0.001681 loss: 0.1826 (0.1906) loss_rec_all: 0.2086 (0.2165) loss_rec_sfr: 0.2532 (0.2803) loss_cl: -0.2788 (-0.2789) time: 0.7486 data: 0.0002 max mem: 29860 [18:10:14.930861] Epoch: [320] [ 840/2904] eta: 0:26:28 lr: 0.001681 loss: 0.1787 (0.1904) loss_rec_all: 0.2047 (0.2163) loss_rec_sfr: 0.2572 (0.2797) loss_cl: -0.2791 (-0.2789) time: 0.7482 data: 0.0003 max mem: 29860 [18:10:29.903636] Epoch: [320] [ 860/2904] eta: 0:26:11 lr: 0.001681 loss: 0.1836 (0.1905) loss_rec_all: 0.2096 (0.2164) loss_rec_sfr: 0.2565 (0.2798) loss_cl: -0.2785 (-0.2789) time: 0.7486 data: 0.0003 max mem: 29860 [18:10:44.871869] Epoch: [320] [ 880/2904] eta: 0:25:55 lr: 0.001681 loss: 0.1804 (0.1905) loss_rec_all: 0.2062 (0.2164) loss_rec_sfr: 0.2694 (0.2803) loss_cl: -0.2783 (-0.2789) time: 0.7484 data: 0.0003 max mem: 29860 [18:10:59.851224] Epoch: [320] [ 900/2904] eta: 0:25:39 lr: 0.001681 loss: 0.1828 (0.1905) loss_rec_all: 0.2090 (0.2164) loss_rec_sfr: 0.2581 (0.2802) loss_cl: -0.2791 (-0.2789) time: 0.7489 data: 0.0003 max mem: 29860 [18:11:14.822750] Epoch: [320] [ 920/2904] eta: 0:25:22 lr: 0.001681 loss: 0.1831 (0.1906) loss_rec_all: 0.2091 (0.2165) loss_rec_sfr: 0.2624 (0.2801) loss_cl: -0.2791 (-0.2789) time: 0.7485 data: 0.0003 max mem: 29860 [18:11:29.802667] Epoch: [320] [ 940/2904] eta: 0:25:06 lr: 0.001681 loss: 0.1798 (0.1906) loss_rec_all: 0.2064 (0.2165) loss_rec_sfr: 0.2567 (0.2799) loss_cl: -0.2782 (-0.2789) time: 0.7489 data: 0.0003 max mem: 29860 [18:11:44.792147] Epoch: [320] [ 960/2904] eta: 0:24:50 lr: 0.001681 loss: 0.1824 (0.1909) loss_rec_all: 0.2084 (0.2168) loss_rec_sfr: 0.2808 (0.2810) loss_cl: -0.2793 (-0.2789) time: 0.7494 data: 0.0002 max mem: 29860 [18:11:59.796522] Epoch: [320] [ 980/2904] eta: 0:24:34 lr: 0.001681 loss: 0.1800 (0.1907) loss_rec_all: 0.2064 (0.2166) loss_rec_sfr: 0.2318 (0.2803) loss_cl: -0.2797 (-0.2789) time: 0.7502 data: 0.0002 max mem: 29860 [18:12:14.777646] Epoch: [320] [1000/2904] eta: 0:24:18 lr: 0.001680 loss: 0.1798 (0.1905) loss_rec_all: 0.2059 (0.2165) loss_rec_sfr: 0.2521 (0.2797) loss_cl: -0.2784 (-0.2789) time: 0.7490 data: 0.0002 max mem: 29860 [18:12:29.763572] Epoch: [320] [1020/2904] eta: 0:24:02 lr: 0.001680 loss: 0.1828 (0.1906) loss_rec_all: 0.2086 (0.2166) loss_rec_sfr: 0.2648 (0.2802) loss_cl: -0.2780 (-0.2789) time: 0.7493 data: 0.0002 max mem: 29860 [18:12:44.771005] Epoch: [320] [1040/2904] eta: 0:23:46 lr: 0.001680 loss: 0.1770 (0.1906) loss_rec_all: 0.2032 (0.2166) loss_rec_sfr: 0.2583 (0.2802) loss_cl: -0.2784 (-0.2789) time: 0.7503 data: 0.0002 max mem: 29860 [18:12:59.772778] Epoch: [320] [1060/2904] eta: 0:23:31 lr: 0.001680 loss: 0.1850 (0.1907) loss_rec_all: 0.2108 (0.2167) loss_rec_sfr: 0.2655 (0.2806) loss_cl: -0.2785 (-0.2789) time: 0.7500 data: 0.0002 max mem: 29860 [18:13:14.747408] Epoch: [320] [1080/2904] eta: 0:23:15 lr: 0.001680 loss: 0.1781 (0.1908) loss_rec_all: 0.2044 (0.2167) loss_rec_sfr: 0.2586 (0.2807) loss_cl: -0.2781 (-0.2788) time: 0.7487 data: 0.0003 max mem: 29860 [18:13:29.730326] Epoch: [320] [1100/2904] eta: 0:22:59 lr: 0.001680 loss: 0.1885 (0.1910) loss_rec_all: 0.2145 (0.2170) loss_rec_sfr: 0.2696 (0.2816) loss_cl: -0.2789 (-0.2788) time: 0.7491 data: 0.0003 max mem: 29860 [18:13:44.681187] Epoch: [320] [1120/2904] eta: 0:22:43 lr: 0.001680 loss: 0.1845 (0.1912) loss_rec_all: 0.2104 (0.2171) loss_rec_sfr: 0.2649 (0.2821) loss_cl: -0.2789 (-0.2788) time: 0.7475 data: 0.0003 max mem: 29860 [18:13:59.586127] Epoch: [320] [1140/2904] eta: 0:22:27 lr: 0.001680 loss: 0.1800 (0.1913) loss_rec_all: 0.2059 (0.2172) loss_rec_sfr: 0.2705 (0.2826) loss_cl: -0.2798 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [18:14:14.497869] Epoch: [320] [1160/2904] eta: 0:22:11 lr: 0.001680 loss: 0.1771 (0.1913) loss_rec_all: 0.2032 (0.2172) loss_rec_sfr: 0.2560 (0.2824) loss_cl: -0.2783 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [18:14:29.408390] Epoch: [320] [1180/2904] eta: 0:21:56 lr: 0.001680 loss: 0.1836 (0.1912) loss_rec_all: 0.2095 (0.2171) loss_rec_sfr: 0.2588 (0.2820) loss_cl: -0.2798 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [18:14:44.312410] Epoch: [320] [1200/2904] eta: 0:21:40 lr: 0.001680 loss: 0.1822 (0.1911) loss_rec_all: 0.2081 (0.2171) loss_rec_sfr: 0.2582 (0.2816) loss_cl: -0.2787 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [18:14:59.218736] Epoch: [320] [1220/2904] eta: 0:21:24 lr: 0.001680 loss: 0.1802 (0.1913) loss_rec_all: 0.2062 (0.2172) loss_rec_sfr: 0.2629 (0.2822) loss_cl: -0.2786 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [18:15:14.157575] Epoch: [320] [1240/2904] eta: 0:21:08 lr: 0.001680 loss: 0.1820 (0.1912) loss_rec_all: 0.2079 (0.2171) loss_rec_sfr: 0.2704 (0.2821) loss_cl: -0.2785 (-0.2789) time: 0.7469 data: 0.0002 max mem: 29860 [18:15:29.115159] Epoch: [320] [1260/2904] eta: 0:20:53 lr: 0.001680 loss: 0.1803 (0.1912) loss_rec_all: 0.2063 (0.2171) loss_rec_sfr: 0.2599 (0.2820) loss_cl: -0.2792 (-0.2789) time: 0.7478 data: 0.0002 max mem: 29860 [18:15:44.082407] Epoch: [320] [1280/2904] eta: 0:20:37 lr: 0.001680 loss: 0.1865 (0.1912) loss_rec_all: 0.2125 (0.2171) loss_rec_sfr: 0.2620 (0.2822) loss_cl: -0.2787 (-0.2789) time: 0.7483 data: 0.0003 max mem: 29860 [18:15:59.048441] Epoch: [320] [1300/2904] eta: 0:20:21 lr: 0.001680 loss: 0.1812 (0.1913) loss_rec_all: 0.2072 (0.2172) loss_rec_sfr: 0.2693 (0.2826) loss_cl: -0.2786 (-0.2789) time: 0.7482 data: 0.0002 max mem: 29860 [18:16:13.999484] Epoch: [320] [1320/2904] eta: 0:20:06 lr: 0.001680 loss: 0.1789 (0.1912) loss_rec_all: 0.2052 (0.2171) loss_rec_sfr: 0.2594 (0.2825) loss_cl: -0.2789 (-0.2789) time: 0.7475 data: 0.0002 max mem: 29860 [18:16:28.971213] Epoch: [320] [1340/2904] eta: 0:19:50 lr: 0.001680 loss: 0.1804 (0.1912) loss_rec_all: 0.2068 (0.2171) loss_rec_sfr: 0.2535 (0.2821) loss_cl: -0.2795 (-0.2789) time: 0.7485 data: 0.0002 max mem: 29860 [18:16:43.956986] Epoch: [320] [1360/2904] eta: 0:19:35 lr: 0.001680 loss: 0.1795 (0.1911) loss_rec_all: 0.2056 (0.2170) loss_rec_sfr: 0.2645 (0.2819) loss_cl: -0.2791 (-0.2789) time: 0.7492 data: 0.0002 max mem: 29860 [18:16:58.942404] Epoch: [320] [1380/2904] eta: 0:19:19 lr: 0.001680 loss: 0.1837 (0.1912) loss_rec_all: 0.2097 (0.2171) loss_rec_sfr: 0.2584 (0.2821) loss_cl: -0.2780 (-0.2789) time: 0.7492 data: 0.0003 max mem: 29860 [18:17:13.902975] Epoch: [320] [1400/2904] eta: 0:19:04 lr: 0.001680 loss: 0.1793 (0.1911) loss_rec_all: 0.2056 (0.2170) loss_rec_sfr: 0.2549 (0.2818) loss_cl: -0.2784 (-0.2789) time: 0.7480 data: 0.0002 max mem: 29860 [18:17:28.888982] Epoch: [320] [1420/2904] eta: 0:18:48 lr: 0.001680 loss: 0.1808 (0.1911) loss_rec_all: 0.2069 (0.2170) loss_rec_sfr: 0.2552 (0.2816) loss_cl: -0.2792 (-0.2789) time: 0.7493 data: 0.0002 max mem: 29860 [18:17:43.864357] Epoch: [320] [1440/2904] eta: 0:18:33 lr: 0.001680 loss: 0.1808 (0.1911) loss_rec_all: 0.2067 (0.2170) loss_rec_sfr: 0.2644 (0.2816) loss_cl: -0.2798 (-0.2789) time: 0.7487 data: 0.0002 max mem: 29860 [18:17:58.845105] Epoch: [320] [1460/2904] eta: 0:18:18 lr: 0.001680 loss: 0.1806 (0.1911) loss_rec_all: 0.2066 (0.2170) loss_rec_sfr: 0.2603 (0.2817) loss_cl: -0.2797 (-0.2789) time: 0.7490 data: 0.0002 max mem: 29860 [18:18:13.828815] Epoch: [320] [1480/2904] eta: 0:18:02 lr: 0.001680 loss: 0.1918 (0.1912) loss_rec_all: 0.2178 (0.2171) loss_rec_sfr: 0.2643 (0.2819) loss_cl: -0.2783 (-0.2789) time: 0.7491 data: 0.0002 max mem: 29860 [18:18:28.813757] Epoch: [320] [1500/2904] eta: 0:17:47 lr: 0.001680 loss: 0.1784 (0.1911) loss_rec_all: 0.2043 (0.2170) loss_rec_sfr: 0.2598 (0.2816) loss_cl: -0.2774 (-0.2789) time: 0.7492 data: 0.0003 max mem: 29860 [18:18:43.793035] Epoch: [320] [1520/2904] eta: 0:17:31 lr: 0.001680 loss: 0.1783 (0.1910) loss_rec_all: 0.2044 (0.2169) loss_rec_sfr: 0.2658 (0.2814) loss_cl: -0.2793 (-0.2789) time: 0.7489 data: 0.0003 max mem: 29860 [18:18:58.761817] Epoch: [320] [1540/2904] eta: 0:17:16 lr: 0.001680 loss: 0.1757 (0.1909) loss_rec_all: 0.2023 (0.2168) loss_rec_sfr: 0.2492 (0.2809) loss_cl: -0.2805 (-0.2789) time: 0.7484 data: 0.0003 max mem: 29860 [18:19:13.742686] Epoch: [320] [1560/2904] eta: 0:17:00 lr: 0.001680 loss: 0.1811 (0.1908) loss_rec_all: 0.2072 (0.2167) loss_rec_sfr: 0.2558 (0.2807) loss_cl: -0.2801 (-0.2789) time: 0.7490 data: 0.0002 max mem: 29860 [18:19:28.653642] Epoch: [320] [1580/2904] eta: 0:16:45 lr: 0.001680 loss: 0.1804 (0.1908) loss_rec_all: 0.2067 (0.2167) loss_rec_sfr: 0.2538 (0.2805) loss_cl: -0.2786 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [18:19:43.567526] Epoch: [320] [1600/2904] eta: 0:16:30 lr: 0.001680 loss: 0.1779 (0.1908) loss_rec_all: 0.2043 (0.2167) loss_rec_sfr: 0.2532 (0.2804) loss_cl: -0.2786 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [18:19:58.471416] Epoch: [320] [1620/2904] eta: 0:16:14 lr: 0.001679 loss: 0.1839 (0.1908) loss_rec_all: 0.2099 (0.2167) loss_rec_sfr: 0.2558 (0.2805) loss_cl: -0.2789 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [18:20:13.375752] Epoch: [320] [1640/2904] eta: 0:15:59 lr: 0.001679 loss: 0.1793 (0.1908) loss_rec_all: 0.2054 (0.2168) loss_rec_sfr: 0.2651 (0.2806) loss_cl: -0.2780 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [18:20:28.287198] Epoch: [320] [1660/2904] eta: 0:15:43 lr: 0.001679 loss: 0.1762 (0.1907) loss_rec_all: 0.2027 (0.2167) loss_rec_sfr: 0.2482 (0.2801) loss_cl: -0.2790 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [18:20:43.198407] Epoch: [320] [1680/2904] eta: 0:15:28 lr: 0.001679 loss: 0.1812 (0.1907) loss_rec_all: 0.2076 (0.2166) loss_rec_sfr: 0.2517 (0.2800) loss_cl: -0.2787 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [18:20:58.109190] Epoch: [320] [1700/2904] eta: 0:15:13 lr: 0.001679 loss: 0.1809 (0.1907) loss_rec_all: 0.2069 (0.2166) loss_rec_sfr: 0.2578 (0.2800) loss_cl: -0.2791 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [18:21:13.018915] Epoch: [320] [1720/2904] eta: 0:14:57 lr: 0.001679 loss: 0.1806 (0.1908) loss_rec_all: 0.2065 (0.2167) loss_rec_sfr: 0.2275 (0.2801) loss_cl: -0.2790 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [18:21:27.928474] Epoch: [320] [1740/2904] eta: 0:14:42 lr: 0.001679 loss: 0.1916 (0.1909) loss_rec_all: 0.2176 (0.2168) loss_rec_sfr: 0.2664 (0.2804) loss_cl: -0.2785 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [18:21:42.837662] Epoch: [320] [1760/2904] eta: 0:14:27 lr: 0.001679 loss: 0.1834 (0.1909) loss_rec_all: 0.2092 (0.2169) loss_rec_sfr: 0.2629 (0.2805) loss_cl: -0.2791 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [18:21:57.741535] Epoch: [320] [1780/2904] eta: 0:14:11 lr: 0.001679 loss: 0.1831 (0.1910) loss_rec_all: 0.2093 (0.2170) loss_rec_sfr: 0.2663 (0.2809) loss_cl: -0.2800 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [18:22:12.646808] Epoch: [320] [1800/2904] eta: 0:13:56 lr: 0.001679 loss: 0.1800 (0.1910) loss_rec_all: 0.2060 (0.2169) loss_rec_sfr: 0.2556 (0.2808) loss_cl: -0.2787 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [18:22:27.568237] Epoch: [320] [1820/2904] eta: 0:13:41 lr: 0.001679 loss: 0.1812 (0.1910) loss_rec_all: 0.2073 (0.2169) loss_rec_sfr: 0.2593 (0.2808) loss_cl: -0.2782 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [18:22:42.477736] Epoch: [320] [1840/2904] eta: 0:13:25 lr: 0.001679 loss: 0.1820 (0.1910) loss_rec_all: 0.2079 (0.2169) loss_rec_sfr: 0.2635 (0.2808) loss_cl: -0.2782 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [18:22:57.389810] Epoch: [320] [1860/2904] eta: 0:13:10 lr: 0.001679 loss: 0.1816 (0.1911) loss_rec_all: 0.2079 (0.2170) loss_rec_sfr: 0.2680 (0.2811) loss_cl: -0.2780 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [18:23:12.302683] Epoch: [320] [1880/2904] eta: 0:12:55 lr: 0.001679 loss: 0.1842 (0.1912) loss_rec_all: 0.2101 (0.2171) loss_rec_sfr: 0.2665 (0.2814) loss_cl: -0.2791 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [18:23:27.215226] Epoch: [320] [1900/2904] eta: 0:12:40 lr: 0.001679 loss: 0.1787 (0.1912) loss_rec_all: 0.2047 (0.2171) loss_rec_sfr: 0.2604 (0.2814) loss_cl: -0.2793 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [18:23:42.123211] Epoch: [320] [1920/2904] eta: 0:12:24 lr: 0.001679 loss: 0.1813 (0.1911) loss_rec_all: 0.2074 (0.2170) loss_rec_sfr: 0.2603 (0.2814) loss_cl: -0.2799 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [18:23:57.043104] Epoch: [320] [1940/2904] eta: 0:12:09 lr: 0.001679 loss: 0.1779 (0.1911) loss_rec_all: 0.2046 (0.2171) loss_rec_sfr: 0.2576 (0.2815) loss_cl: -0.2801 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [18:24:11.954570] Epoch: [320] [1960/2904] eta: 0:11:54 lr: 0.001679 loss: 0.1845 (0.1911) loss_rec_all: 0.2104 (0.2170) loss_rec_sfr: 0.2598 (0.2813) loss_cl: -0.2791 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [18:24:26.877458] Epoch: [320] [1980/2904] eta: 0:11:39 lr: 0.001679 loss: 0.1784 (0.1911) loss_rec_all: 0.2044 (0.2170) loss_rec_sfr: 0.2690 (0.2813) loss_cl: -0.2782 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [18:24:41.826007] Epoch: [320] [2000/2904] eta: 0:11:23 lr: 0.001679 loss: 0.1837 (0.1912) loss_rec_all: 0.2099 (0.2171) loss_rec_sfr: 0.2680 (0.2816) loss_cl: -0.2782 (-0.2789) time: 0.7474 data: 0.0003 max mem: 29860 [18:24:56.793193] Epoch: [320] [2020/2904] eta: 0:11:08 lr: 0.001679 loss: 0.1833 (0.1913) loss_rec_all: 0.2095 (0.2172) loss_rec_sfr: 0.2728 (0.2820) loss_cl: -0.2805 (-0.2789) time: 0.7483 data: 0.0002 max mem: 29860 [18:25:11.773750] Epoch: [320] [2040/2904] eta: 0:10:53 lr: 0.001679 loss: 0.1800 (0.1912) loss_rec_all: 0.2064 (0.2171) loss_rec_sfr: 0.2549 (0.2817) loss_cl: -0.2791 (-0.2789) time: 0.7490 data: 0.0002 max mem: 29860 [18:25:26.762122] Epoch: [320] [2060/2904] eta: 0:10:38 lr: 0.001679 loss: 0.1834 (0.1912) loss_rec_all: 0.2093 (0.2171) loss_rec_sfr: 0.2680 (0.2817) loss_cl: -0.2783 (-0.2789) time: 0.7494 data: 0.0002 max mem: 29860 [18:25:41.733281] Epoch: [320] [2080/2904] eta: 0:10:23 lr: 0.001679 loss: 0.1780 (0.1911) loss_rec_all: 0.2040 (0.2170) loss_rec_sfr: 0.2533 (0.2814) loss_cl: -0.2790 (-0.2789) time: 0.7485 data: 0.0003 max mem: 29860 [18:25:56.719742] Epoch: [320] [2100/2904] eta: 0:10:07 lr: 0.001679 loss: 0.1810 (0.1911) loss_rec_all: 0.2069 (0.2170) loss_rec_sfr: 0.2674 (0.2816) loss_cl: -0.2793 (-0.2789) time: 0.7493 data: 0.0003 max mem: 29860 [18:26:11.707227] Epoch: [320] [2120/2904] eta: 0:09:52 lr: 0.001679 loss: 0.1762 (0.1910) loss_rec_all: 0.2023 (0.2170) loss_rec_sfr: 0.2504 (0.2813) loss_cl: -0.2785 (-0.2789) time: 0.7493 data: 0.0003 max mem: 29860 [18:26:26.661826] Epoch: [320] [2140/2904] eta: 0:09:37 lr: 0.001679 loss: 0.1784 (0.1910) loss_rec_all: 0.2045 (0.2169) loss_rec_sfr: 0.2482 (0.2810) loss_cl: -0.2785 (-0.2789) time: 0.7477 data: 0.0003 max mem: 29860 [18:26:41.780754] Epoch: [320] [2160/2904] eta: 0:09:22 lr: 0.001679 loss: 0.1798 (0.1909) loss_rec_all: 0.2061 (0.2169) loss_rec_sfr: 0.2593 (0.2810) loss_cl: -0.2791 (-0.2789) time: 0.7559 data: 0.0002 max mem: 29860 [18:26:56.772290] Epoch: [320] [2180/2904] eta: 0:09:07 lr: 0.001679 loss: 0.1793 (0.1909) loss_rec_all: 0.2053 (0.2169) loss_rec_sfr: 0.2571 (0.2809) loss_cl: -0.2782 (-0.2789) time: 0.7495 data: 0.0002 max mem: 29860 [18:27:11.783531] Epoch: [320] [2200/2904] eta: 0:08:52 lr: 0.001679 loss: 0.1781 (0.1909) loss_rec_all: 0.2043 (0.2168) loss_rec_sfr: 0.2154 (0.2806) loss_cl: -0.2785 (-0.2789) time: 0.7505 data: 0.0002 max mem: 29860 [18:27:26.813432] Epoch: [320] [2220/2904] eta: 0:08:37 lr: 0.001679 loss: 0.1775 (0.1908) loss_rec_all: 0.2037 (0.2167) loss_rec_sfr: 0.2301 (0.2803) loss_cl: -0.2797 (-0.2789) time: 0.7514 data: 0.0002 max mem: 29860 [18:27:41.800351] Epoch: [320] [2240/2904] eta: 0:08:21 lr: 0.001679 loss: 0.1816 (0.1908) loss_rec_all: 0.2078 (0.2167) loss_rec_sfr: 0.2272 (0.2801) loss_cl: -0.2789 (-0.2789) time: 0.7493 data: 0.0002 max mem: 29860 [18:27:56.793798] Epoch: [320] [2260/2904] eta: 0:08:06 lr: 0.001678 loss: 0.1774 (0.1907) loss_rec_all: 0.2036 (0.2167) loss_rec_sfr: 0.2584 (0.2799) loss_cl: -0.2794 (-0.2789) time: 0.7496 data: 0.0002 max mem: 29860 [18:28:11.784809] Epoch: [320] [2280/2904] eta: 0:07:51 lr: 0.001678 loss: 0.1795 (0.1908) loss_rec_all: 0.2057 (0.2167) loss_rec_sfr: 0.2679 (0.2800) loss_cl: -0.2793 (-0.2789) time: 0.7495 data: 0.0002 max mem: 29860 [18:28:26.752269] Epoch: [320] [2300/2904] eta: 0:07:36 lr: 0.001678 loss: 0.1829 (0.1908) loss_rec_all: 0.2088 (0.2167) loss_rec_sfr: 0.2653 (0.2802) loss_cl: -0.2786 (-0.2789) time: 0.7483 data: 0.0003 max mem: 29860 [18:28:41.724092] Epoch: [320] [2320/2904] eta: 0:07:21 lr: 0.001678 loss: 0.1818 (0.1908) loss_rec_all: 0.2083 (0.2167) loss_rec_sfr: 0.2676 (0.2800) loss_cl: -0.2785 (-0.2789) time: 0.7485 data: 0.0003 max mem: 29860 [18:28:56.666364] Epoch: [320] [2340/2904] eta: 0:07:06 lr: 0.001678 loss: 0.1829 (0.1908) loss_rec_all: 0.2091 (0.2167) loss_rec_sfr: 0.2563 (0.2800) loss_cl: -0.2793 (-0.2789) time: 0.7471 data: 0.0002 max mem: 29860 [18:29:11.581645] Epoch: [320] [2360/2904] eta: 0:06:50 lr: 0.001678 loss: 0.1811 (0.1908) loss_rec_all: 0.2071 (0.2167) loss_rec_sfr: 0.2598 (0.2802) loss_cl: -0.2786 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [18:29:26.498109] Epoch: [320] [2380/2904] eta: 0:06:35 lr: 0.001678 loss: 0.1770 (0.1908) loss_rec_all: 0.2030 (0.2168) loss_rec_sfr: 0.2709 (0.2804) loss_cl: -0.2785 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [18:29:41.415303] Epoch: [320] [2400/2904] eta: 0:06:20 lr: 0.001678 loss: 0.1800 (0.1908) loss_rec_all: 0.2059 (0.2167) loss_rec_sfr: 0.2506 (0.2802) loss_cl: -0.2782 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [18:29:56.335210] Epoch: [320] [2420/2904] eta: 0:06:05 lr: 0.001678 loss: 0.1786 (0.1908) loss_rec_all: 0.2050 (0.2167) loss_rec_sfr: 0.2511 (0.2801) loss_cl: -0.2788 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [18:30:11.261335] Epoch: [320] [2440/2904] eta: 0:05:50 lr: 0.001678 loss: 0.1786 (0.1908) loss_rec_all: 0.2048 (0.2167) loss_rec_sfr: 0.2584 (0.2801) loss_cl: -0.2786 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [18:30:26.184920] Epoch: [320] [2460/2904] eta: 0:05:35 lr: 0.001678 loss: 0.1759 (0.1907) loss_rec_all: 0.2023 (0.2166) loss_rec_sfr: 0.2177 (0.2798) loss_cl: -0.2791 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [18:30:41.114498] Epoch: [320] [2480/2904] eta: 0:05:20 lr: 0.001678 loss: 0.1783 (0.1907) loss_rec_all: 0.2046 (0.2166) loss_rec_sfr: 0.2558 (0.2798) loss_cl: -0.2791 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [18:30:56.061535] Epoch: [320] [2500/2904] eta: 0:05:04 lr: 0.001678 loss: 0.1784 (0.1907) loss_rec_all: 0.2043 (0.2166) loss_rec_sfr: 0.2658 (0.2798) loss_cl: -0.2800 (-0.2789) time: 0.7473 data: 0.0002 max mem: 29860 [18:31:10.980397] Epoch: [320] [2520/2904] eta: 0:04:49 lr: 0.001678 loss: 0.1780 (0.1906) loss_rec_all: 0.2043 (0.2166) loss_rec_sfr: 0.2570 (0.2797) loss_cl: -0.2794 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [18:31:25.887633] Epoch: [320] [2540/2904] eta: 0:04:34 lr: 0.001678 loss: 0.1794 (0.1907) loss_rec_all: 0.2057 (0.2166) loss_rec_sfr: 0.2642 (0.2798) loss_cl: -0.2799 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [18:31:40.794986] Epoch: [320] [2560/2904] eta: 0:04:19 lr: 0.001678 loss: 0.1792 (0.1906) loss_rec_all: 0.2054 (0.2165) loss_rec_sfr: 0.2594 (0.2797) loss_cl: -0.2798 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [18:31:55.702716] Epoch: [320] [2580/2904] eta: 0:04:04 lr: 0.001678 loss: 0.1800 (0.1905) loss_rec_all: 0.2063 (0.2165) loss_rec_sfr: 0.2586 (0.2795) loss_cl: -0.2794 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [18:32:10.611917] Epoch: [320] [2600/2904] eta: 0:03:49 lr: 0.001678 loss: 0.1801 (0.1905) loss_rec_all: 0.2065 (0.2165) loss_rec_sfr: 0.2617 (0.2794) loss_cl: -0.2782 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [18:32:25.518058] Epoch: [320] [2620/2904] eta: 0:03:34 lr: 0.001678 loss: 0.1768 (0.1905) loss_rec_all: 0.2033 (0.2165) loss_rec_sfr: 0.2174 (0.2792) loss_cl: -0.2783 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [18:32:40.464023] Epoch: [320] [2640/2904] eta: 0:03:19 lr: 0.001678 loss: 0.1798 (0.1905) loss_rec_all: 0.2061 (0.2164) loss_rec_sfr: 0.2535 (0.2791) loss_cl: -0.2787 (-0.2789) time: 0.7473 data: 0.0002 max mem: 29860 [18:32:55.422752] Epoch: [320] [2660/2904] eta: 0:03:04 lr: 0.001678 loss: 0.1791 (0.1905) loss_rec_all: 0.2057 (0.2165) loss_rec_sfr: 0.2561 (0.2791) loss_cl: -0.2790 (-0.2789) time: 0.7479 data: 0.0002 max mem: 29860 [18:33:10.403890] Epoch: [320] [2680/2904] eta: 0:02:48 lr: 0.001678 loss: 0.1786 (0.1906) loss_rec_all: 0.2051 (0.2165) loss_rec_sfr: 0.2651 (0.2793) loss_cl: -0.2789 (-0.2789) time: 0.7490 data: 0.0003 max mem: 29860 [18:33:25.311869] Epoch: [320] [2700/2904] eta: 0:02:33 lr: 0.001678 loss: 0.1817 (0.1906) loss_rec_all: 0.2081 (0.2165) loss_rec_sfr: 0.2545 (0.2793) loss_cl: -0.2778 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [18:33:40.254204] Epoch: [320] [2720/2904] eta: 0:02:18 lr: 0.001678 loss: 0.1815 (0.1906) loss_rec_all: 0.2075 (0.2165) loss_rec_sfr: 0.2644 (0.2793) loss_cl: -0.2786 (-0.2789) time: 0.7471 data: 0.0003 max mem: 29860 [18:33:55.194914] Epoch: [320] [2740/2904] eta: 0:02:03 lr: 0.001678 loss: 0.1820 (0.1906) loss_rec_all: 0.2084 (0.2165) loss_rec_sfr: 0.2604 (0.2793) loss_cl: -0.2786 (-0.2789) time: 0.7470 data: 0.0003 max mem: 29860 [18:34:10.138074] Epoch: [320] [2760/2904] eta: 0:01:48 lr: 0.001678 loss: 0.1779 (0.1906) loss_rec_all: 0.2039 (0.2165) loss_rec_sfr: 0.2567 (0.2793) loss_cl: -0.2783 (-0.2789) time: 0.7471 data: 0.0002 max mem: 29860 [18:34:25.064761] Epoch: [320] [2780/2904] eta: 0:01:33 lr: 0.001678 loss: 0.1772 (0.1906) loss_rec_all: 0.2038 (0.2165) loss_rec_sfr: 0.2580 (0.2793) loss_cl: -0.2790 (-0.2789) time: 0.7463 data: 0.0003 max mem: 29860 [18:34:40.032462] Epoch: [320] [2800/2904] eta: 0:01:18 lr: 0.001678 loss: 0.1789 (0.1906) loss_rec_all: 0.2050 (0.2165) loss_rec_sfr: 0.2668 (0.2792) loss_cl: -0.2795 (-0.2789) time: 0.7483 data: 0.0002 max mem: 29860 [18:34:54.964574] Epoch: [320] [2820/2904] eta: 0:01:03 lr: 0.001678 loss: 0.1800 (0.1906) loss_rec_all: 0.2060 (0.2165) loss_rec_sfr: 0.2671 (0.2792) loss_cl: -0.2790 (-0.2789) time: 0.7465 data: 0.0003 max mem: 29860 [18:35:09.998605] Epoch: [320] [2840/2904] eta: 0:00:48 lr: 0.001678 loss: 0.1791 (0.1906) loss_rec_all: 0.2051 (0.2165) loss_rec_sfr: 0.2646 (0.2793) loss_cl: -0.2785 (-0.2789) time: 0.7516 data: 0.0027 max mem: 29860 [18:35:24.966748] Epoch: [320] [2860/2904] eta: 0:00:33 lr: 0.001678 loss: 0.1796 (0.1906) loss_rec_all: 0.2056 (0.2165) loss_rec_sfr: 0.2678 (0.2792) loss_cl: -0.2781 (-0.2789) time: 0.7484 data: 0.0002 max mem: 29860 [18:35:39.938540] Epoch: [320] [2880/2904] eta: 0:00:18 lr: 0.001678 loss: 0.1805 (0.1906) loss_rec_all: 0.2061 (0.2165) loss_rec_sfr: 0.2593 (0.2794) loss_cl: -0.2783 (-0.2789) time: 0.7485 data: 0.0002 max mem: 29860 [18:35:54.898070] Epoch: [320] [2900/2904] eta: 0:00:03 lr: 0.001677 loss: 0.1833 (0.1906) loss_rec_all: 0.2096 (0.2165) loss_rec_sfr: 0.2554 (0.2794) loss_cl: -0.2787 (-0.2789) time: 0.7479 data: 0.0001 max mem: 29860 [18:35:57.154541] Epoch: [320] [2903/2904] eta: 0:00:00 lr: 0.001677 loss: 0.1833 (0.1906) loss_rec_all: 0.2096 (0.2165) loss_rec_sfr: 0.2520 (0.2794) loss_cl: -0.2791 (-0.2789) time: 0.7478 data: 0.0001 max mem: 29860 [18:35:59.513937] Epoch: [320] Total time: 0:36:31 (0.7547 s / it) [18:35:59.523183] Averaged stats: lr: 0.001677 loss: 0.1833 (0.1924) loss_rec_all: 0.2096 (0.2161) loss_rec_sfr: 0.2520 (0.2776) loss_cl: -0.2791 (-0.2556) [18:35:59.532739] log_dir: ./checkpoint/VF2_ViT-B [18:36:18.243212] Epoch: [321] [ 0/2904] eta: 15:05:32 lr: 0.001677 loss: 0.2375 (0.2375) loss_rec_all: 0.2622 (0.2622) loss_rec_sfr: 0.4588 (0.4588) loss_cl: -0.2789 (-0.2789) time: 18.7097 data: 14.6359 max mem: 29860 [18:36:34.573382] Epoch: [321] [ 20/2904] eta: 1:20:11 lr: 0.001677 loss: 0.1780 (0.1918) loss_rec_all: 0.2040 (0.2177) loss_rec_sfr: 0.2667 (0.2918) loss_cl: -0.2794 (-0.2795) time: 0.8165 data: 0.0682 max mem: 29860 [18:36:49.570022] Epoch: [321] [ 40/2904] eta: 0:58:15 lr: 0.001677 loss: 0.1803 (0.1931) loss_rec_all: 0.2066 (0.2189) loss_rec_sfr: 0.2625 (0.2935) loss_cl: -0.2787 (-0.2791) time: 0.7498 data: 0.0002 max mem: 29860 [18:37:04.546753] Epoch: [321] [ 60/2904] eta: 0:50:30 lr: 0.001677 loss: 0.1799 (0.1928) loss_rec_all: 0.2059 (0.2186) loss_rec_sfr: 0.2674 (0.2927) loss_cl: -0.2781 (-0.2788) time: 0.7488 data: 0.0003 max mem: 29860 [18:37:19.532413] Epoch: [321] [ 80/2904] eta: 0:46:28 lr: 0.001677 loss: 0.1808 (0.1949) loss_rec_all: 0.2068 (0.2207) loss_rec_sfr: 0.2581 (0.2964) loss_cl: -0.2798 (-0.2790) time: 0.7492 data: 0.0002 max mem: 29860 [18:37:34.864409] Epoch: [321] [ 100/2904] eta: 0:44:06 lr: 0.001677 loss: 0.1804 (0.1926) loss_rec_all: 0.2063 (0.2184) loss_rec_sfr: 0.2621 (0.2897) loss_cl: -0.2792 (-0.2791) time: 0.7665 data: 0.0003 max mem: 29860 [18:37:49.928166] Epoch: [321] [ 120/2904] eta: 0:42:19 lr: 0.001677 loss: 0.1767 (0.1914) loss_rec_all: 0.2033 (0.2173) loss_rec_sfr: 0.2247 (0.2862) loss_cl: -0.2793 (-0.2791) time: 0.7531 data: 0.0003 max mem: 29860 [18:38:04.939885] Epoch: [321] [ 140/2904] eta: 0:40:58 lr: 0.001677 loss: 0.1780 (0.1909) loss_rec_all: 0.2037 (0.2168) loss_rec_sfr: 0.2522 (0.2833) loss_cl: -0.2778 (-0.2789) time: 0.7505 data: 0.0004 max mem: 29860 [18:38:19.945388] Epoch: [321] [ 160/2904] eta: 0:39:52 lr: 0.001677 loss: 0.1765 (0.1900) loss_rec_all: 0.2029 (0.2159) loss_rec_sfr: 0.2539 (0.2806) loss_cl: -0.2786 (-0.2789) time: 0.7502 data: 0.0003 max mem: 29860 [18:38:34.962260] Epoch: [321] [ 180/2904] eta: 0:38:58 lr: 0.001677 loss: 0.1833 (0.1905) loss_rec_all: 0.2094 (0.2164) loss_rec_sfr: 0.2612 (0.2826) loss_cl: -0.2788 (-0.2789) time: 0.7508 data: 0.0003 max mem: 29860 [18:38:49.973685] Epoch: [321] [ 200/2904] eta: 0:38:12 lr: 0.001677 loss: 0.1795 (0.1901) loss_rec_all: 0.2055 (0.2160) loss_rec_sfr: 0.2585 (0.2810) loss_cl: -0.2788 (-0.2788) time: 0.7505 data: 0.0003 max mem: 29860 [18:39:04.971519] Epoch: [321] [ 220/2904] eta: 0:37:31 lr: 0.001677 loss: 0.1792 (0.1907) loss_rec_all: 0.2058 (0.2166) loss_rec_sfr: 0.2536 (0.2825) loss_cl: -0.2787 (-0.2788) time: 0.7498 data: 0.0003 max mem: 29860 [18:39:19.960806] Epoch: [321] [ 240/2904] eta: 0:36:55 lr: 0.001677 loss: 0.1800 (0.1904) loss_rec_all: 0.2059 (0.2163) loss_rec_sfr: 0.2632 (0.2815) loss_cl: -0.2790 (-0.2788) time: 0.7494 data: 0.0003 max mem: 29860 [18:39:34.965030] Epoch: [321] [ 260/2904] eta: 0:36:22 lr: 0.001677 loss: 0.1844 (0.1909) loss_rec_all: 0.2104 (0.2168) loss_rec_sfr: 0.2661 (0.2832) loss_cl: -0.2794 (-0.2789) time: 0.7502 data: 0.0003 max mem: 29860 [18:39:49.890561] Epoch: [321] [ 280/2904] eta: 0:35:50 lr: 0.001677 loss: 0.1795 (0.1911) loss_rec_all: 0.2054 (0.2170) loss_rec_sfr: 0.2587 (0.2840) loss_cl: -0.2794 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [18:40:04.819758] Epoch: [321] [ 300/2904] eta: 0:35:21 lr: 0.001677 loss: 0.1777 (0.1905) loss_rec_all: 0.2040 (0.2164) loss_rec_sfr: 0.2626 (0.2822) loss_cl: -0.2793 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [18:40:19.748701] Epoch: [321] [ 320/2904] eta: 0:34:54 lr: 0.001677 loss: 0.1784 (0.1899) loss_rec_all: 0.2046 (0.2159) loss_rec_sfr: 0.2605 (0.2803) loss_cl: -0.2789 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [18:40:34.672413] Epoch: [321] [ 340/2904] eta: 0:34:28 lr: 0.001677 loss: 0.1777 (0.1898) loss_rec_all: 0.2038 (0.2157) loss_rec_sfr: 0.2556 (0.2795) loss_cl: -0.2780 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [18:40:49.595885] Epoch: [321] [ 360/2904] eta: 0:34:03 lr: 0.001677 loss: 0.1867 (0.1904) loss_rec_all: 0.2125 (0.2163) loss_rec_sfr: 0.2640 (0.2807) loss_cl: -0.2787 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [18:41:04.515971] Epoch: [321] [ 380/2904] eta: 0:33:40 lr: 0.001677 loss: 0.1801 (0.1903) loss_rec_all: 0.2065 (0.2162) loss_rec_sfr: 0.2602 (0.2805) loss_cl: -0.2797 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [18:41:19.429195] Epoch: [321] [ 400/2904] eta: 0:33:17 lr: 0.001677 loss: 0.1801 (0.1899) loss_rec_all: 0.2063 (0.2159) loss_rec_sfr: 0.2578 (0.2789) loss_cl: -0.2802 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [18:41:34.341856] Epoch: [321] [ 420/2904] eta: 0:32:55 lr: 0.001677 loss: 0.1791 (0.1898) loss_rec_all: 0.2056 (0.2158) loss_rec_sfr: 0.2460 (0.2784) loss_cl: -0.2789 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [18:41:49.253107] Epoch: [321] [ 440/2904] eta: 0:32:33 lr: 0.001677 loss: 0.1820 (0.1899) loss_rec_all: 0.2078 (0.2158) loss_rec_sfr: 0.2575 (0.2784) loss_cl: -0.2785 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [18:42:04.160970] Epoch: [321] [ 460/2904] eta: 0:32:12 lr: 0.001677 loss: 0.1803 (0.1900) loss_rec_all: 0.2062 (0.2159) loss_rec_sfr: 0.2554 (0.2789) loss_cl: -0.2787 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [18:42:19.073824] Epoch: [321] [ 480/2904] eta: 0:31:52 lr: 0.001677 loss: 0.1792 (0.1899) loss_rec_all: 0.2056 (0.2158) loss_rec_sfr: 0.2628 (0.2783) loss_cl: -0.2795 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [18:42:33.980450] Epoch: [321] [ 500/2904] eta: 0:31:32 lr: 0.001677 loss: 0.1788 (0.1902) loss_rec_all: 0.2051 (0.2161) loss_rec_sfr: 0.2570 (0.2794) loss_cl: -0.2785 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [18:42:48.889724] Epoch: [321] [ 520/2904] eta: 0:31:13 lr: 0.001677 loss: 0.1783 (0.1901) loss_rec_all: 0.2042 (0.2160) loss_rec_sfr: 0.2615 (0.2792) loss_cl: -0.2781 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [18:43:03.803348] Epoch: [321] [ 540/2904] eta: 0:30:53 lr: 0.001677 loss: 0.1799 (0.1901) loss_rec_all: 0.2058 (0.2161) loss_rec_sfr: 0.2595 (0.2797) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [18:43:18.714273] Epoch: [321] [ 560/2904] eta: 0:30:34 lr: 0.001677 loss: 0.1760 (0.1900) loss_rec_all: 0.2023 (0.2159) loss_rec_sfr: 0.2560 (0.2792) loss_cl: -0.2791 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [18:43:33.622382] Epoch: [321] [ 580/2904] eta: 0:30:16 lr: 0.001677 loss: 0.1810 (0.1902) loss_rec_all: 0.2071 (0.2161) loss_rec_sfr: 0.2623 (0.2799) loss_cl: -0.2786 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [18:43:48.528729] Epoch: [321] [ 600/2904] eta: 0:29:57 lr: 0.001677 loss: 0.1769 (0.1902) loss_rec_all: 0.2031 (0.2161) loss_rec_sfr: 0.2614 (0.2801) loss_cl: -0.2790 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [18:44:03.437831] Epoch: [321] [ 620/2904] eta: 0:29:39 lr: 0.001677 loss: 0.1792 (0.1901) loss_rec_all: 0.2052 (0.2160) loss_rec_sfr: 0.2596 (0.2798) loss_cl: -0.2797 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [18:44:18.351830] Epoch: [321] [ 640/2904] eta: 0:29:21 lr: 0.001676 loss: 0.1777 (0.1898) loss_rec_all: 0.2039 (0.2158) loss_rec_sfr: 0.2567 (0.2788) loss_cl: -0.2796 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [18:44:33.263788] Epoch: [321] [ 660/2904] eta: 0:29:03 lr: 0.001676 loss: 0.1785 (0.1900) loss_rec_all: 0.2049 (0.2159) loss_rec_sfr: 0.2648 (0.2791) loss_cl: -0.2785 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [18:44:48.170265] Epoch: [321] [ 680/2904] eta: 0:28:46 lr: 0.001676 loss: 0.1850 (0.1900) loss_rec_all: 0.2109 (0.2159) loss_rec_sfr: 0.2621 (0.2792) loss_cl: -0.2778 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [18:45:03.077113] Epoch: [321] [ 700/2904] eta: 0:28:28 lr: 0.001676 loss: 0.1769 (0.1899) loss_rec_all: 0.2031 (0.2158) loss_rec_sfr: 0.2607 (0.2786) loss_cl: -0.2783 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [18:45:17.985336] Epoch: [321] [ 720/2904] eta: 0:28:11 lr: 0.001676 loss: 0.1770 (0.1897) loss_rec_all: 0.2035 (0.2157) loss_rec_sfr: 0.2579 (0.2782) loss_cl: -0.2795 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [18:45:32.896741] Epoch: [321] [ 740/2904] eta: 0:27:54 lr: 0.001676 loss: 0.1824 (0.1896) loss_rec_all: 0.2086 (0.2156) loss_rec_sfr: 0.2614 (0.2777) loss_cl: -0.2797 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [18:45:47.811077] Epoch: [321] [ 760/2904] eta: 0:27:37 lr: 0.001676 loss: 0.1835 (0.1897) loss_rec_all: 0.2095 (0.2156) loss_rec_sfr: 0.2682 (0.2779) loss_cl: -0.2791 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [18:46:02.724276] Epoch: [321] [ 780/2904] eta: 0:27:20 lr: 0.001676 loss: 0.1905 (0.1900) loss_rec_all: 0.2165 (0.2159) loss_rec_sfr: 0.2638 (0.2787) loss_cl: -0.2784 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [18:46:17.637621] Epoch: [321] [ 800/2904] eta: 0:27:03 lr: 0.001676 loss: 0.1817 (0.1901) loss_rec_all: 0.2082 (0.2160) loss_rec_sfr: 0.2677 (0.2792) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [18:46:32.552681] Epoch: [321] [ 820/2904] eta: 0:26:46 lr: 0.001676 loss: 0.1782 (0.1901) loss_rec_all: 0.2044 (0.2160) loss_rec_sfr: 0.2528 (0.2791) loss_cl: -0.2796 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [18:46:47.457002] Epoch: [321] [ 840/2904] eta: 0:26:30 lr: 0.001676 loss: 0.1808 (0.1900) loss_rec_all: 0.2068 (0.2160) loss_rec_sfr: 0.2562 (0.2788) loss_cl: -0.2790 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [18:47:02.359927] Epoch: [321] [ 860/2904] eta: 0:26:13 lr: 0.001676 loss: 0.1762 (0.1899) loss_rec_all: 0.2028 (0.2158) loss_rec_sfr: 0.2583 (0.2785) loss_cl: -0.2788 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [18:47:17.265401] Epoch: [321] [ 880/2904] eta: 0:25:56 lr: 0.001676 loss: 0.1838 (0.1899) loss_rec_all: 0.2095 (0.2159) loss_rec_sfr: 0.2574 (0.2783) loss_cl: -0.2788 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [18:47:32.171507] Epoch: [321] [ 900/2904] eta: 0:25:40 lr: 0.001676 loss: 0.1822 (0.1901) loss_rec_all: 0.2080 (0.2160) loss_rec_sfr: 0.2649 (0.2788) loss_cl: -0.2785 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [18:47:47.080604] Epoch: [321] [ 920/2904] eta: 0:25:24 lr: 0.001676 loss: 0.1767 (0.1900) loss_rec_all: 0.2029 (0.2160) loss_rec_sfr: 0.2505 (0.2786) loss_cl: -0.2790 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [18:48:01.990157] Epoch: [321] [ 940/2904] eta: 0:25:07 lr: 0.001676 loss: 0.1786 (0.1900) loss_rec_all: 0.2046 (0.2159) loss_rec_sfr: 0.2675 (0.2785) loss_cl: -0.2789 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [18:48:16.899842] Epoch: [321] [ 960/2904] eta: 0:24:51 lr: 0.001676 loss: 0.1778 (0.1898) loss_rec_all: 0.2039 (0.2158) loss_rec_sfr: 0.2515 (0.2778) loss_cl: -0.2789 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [18:48:31.801359] Epoch: [321] [ 980/2904] eta: 0:24:35 lr: 0.001676 loss: 0.1801 (0.1898) loss_rec_all: 0.2064 (0.2157) loss_rec_sfr: 0.2502 (0.2777) loss_cl: -0.2792 (-0.2789) time: 0.7450 data: 0.0002 max mem: 29860 [18:48:46.706560] Epoch: [321] [1000/2904] eta: 0:24:19 lr: 0.001676 loss: 0.1790 (0.1899) loss_rec_all: 0.2049 (0.2158) loss_rec_sfr: 0.2236 (0.2777) loss_cl: -0.2787 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [18:49:01.618113] Epoch: [321] [1020/2904] eta: 0:24:03 lr: 0.001676 loss: 0.1857 (0.1900) loss_rec_all: 0.2115 (0.2160) loss_rec_sfr: 0.2691 (0.2784) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [18:49:16.530439] Epoch: [321] [1040/2904] eta: 0:23:46 lr: 0.001676 loss: 0.1802 (0.1901) loss_rec_all: 0.2061 (0.2161) loss_rec_sfr: 0.2696 (0.2789) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [18:49:31.443097] Epoch: [321] [1060/2904] eta: 0:23:30 lr: 0.001676 loss: 0.1804 (0.1901) loss_rec_all: 0.2069 (0.2161) loss_rec_sfr: 0.2576 (0.2790) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [18:49:46.351692] Epoch: [321] [1080/2904] eta: 0:23:15 lr: 0.001676 loss: 0.1840 (0.1903) loss_rec_all: 0.2104 (0.2163) loss_rec_sfr: 0.2708 (0.2796) loss_cl: -0.2783 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [18:50:01.258515] Epoch: [321] [1100/2904] eta: 0:22:59 lr: 0.001676 loss: 0.1807 (0.1903) loss_rec_all: 0.2069 (0.2163) loss_rec_sfr: 0.2628 (0.2796) loss_cl: -0.2789 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [18:50:16.172610] Epoch: [321] [1120/2904] eta: 0:22:43 lr: 0.001676 loss: 0.1783 (0.1902) loss_rec_all: 0.2044 (0.2161) loss_rec_sfr: 0.2589 (0.2792) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [18:50:31.084649] Epoch: [321] [1140/2904] eta: 0:22:27 lr: 0.001676 loss: 0.1825 (0.1902) loss_rec_all: 0.2085 (0.2161) loss_rec_sfr: 0.2649 (0.2793) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [18:50:45.994761] Epoch: [321] [1160/2904] eta: 0:22:11 lr: 0.001676 loss: 0.1757 (0.1900) loss_rec_all: 0.2018 (0.2160) loss_rec_sfr: 0.2606 (0.2787) loss_cl: -0.2792 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [18:51:00.904503] Epoch: [321] [1180/2904] eta: 0:21:55 lr: 0.001676 loss: 0.1787 (0.1900) loss_rec_all: 0.2050 (0.2160) loss_rec_sfr: 0.2550 (0.2785) loss_cl: -0.2791 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [18:51:15.819249] Epoch: [321] [1200/2904] eta: 0:21:39 lr: 0.001676 loss: 0.1820 (0.1901) loss_rec_all: 0.2079 (0.2160) loss_rec_sfr: 0.2658 (0.2787) loss_cl: -0.2782 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [18:51:30.721863] Epoch: [321] [1220/2904] eta: 0:21:24 lr: 0.001676 loss: 0.1789 (0.1901) loss_rec_all: 0.2049 (0.2161) loss_rec_sfr: 0.2654 (0.2790) loss_cl: -0.2794 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [18:51:45.631808] Epoch: [321] [1240/2904] eta: 0:21:08 lr: 0.001676 loss: 0.1834 (0.1903) loss_rec_all: 0.2093 (0.2162) loss_rec_sfr: 0.2699 (0.2796) loss_cl: -0.2793 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [18:52:00.539034] Epoch: [321] [1260/2904] eta: 0:20:52 lr: 0.001676 loss: 0.1788 (0.1903) loss_rec_all: 0.2050 (0.2162) loss_rec_sfr: 0.2641 (0.2798) loss_cl: -0.2794 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [18:52:15.450174] Epoch: [321] [1280/2904] eta: 0:20:37 lr: 0.001675 loss: 0.1808 (0.1905) loss_rec_all: 0.2068 (0.2164) loss_rec_sfr: 0.2669 (0.2805) loss_cl: -0.2785 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [18:52:30.356932] Epoch: [321] [1300/2904] eta: 0:20:21 lr: 0.001675 loss: 0.1804 (0.1905) loss_rec_all: 0.2068 (0.2164) loss_rec_sfr: 0.2639 (0.2804) loss_cl: -0.2787 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [18:52:45.274944] Epoch: [321] [1320/2904] eta: 0:20:05 lr: 0.001675 loss: 0.1813 (0.1905) loss_rec_all: 0.2078 (0.2164) loss_rec_sfr: 0.2536 (0.2804) loss_cl: -0.2802 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [18:53:00.167476] Epoch: [321] [1340/2904] eta: 0:19:50 lr: 0.001675 loss: 0.1798 (0.1905) loss_rec_all: 0.2059 (0.2165) loss_rec_sfr: 0.2664 (0.2807) loss_cl: -0.2801 (-0.2789) time: 0.7446 data: 0.0002 max mem: 29860 [18:53:15.077594] Epoch: [321] [1360/2904] eta: 0:19:34 lr: 0.001675 loss: 0.1813 (0.1907) loss_rec_all: 0.2079 (0.2167) loss_rec_sfr: 0.2595 (0.2813) loss_cl: -0.2797 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [18:53:29.989324] Epoch: [321] [1380/2904] eta: 0:19:19 lr: 0.001675 loss: 0.1804 (0.1907) loss_rec_all: 0.2064 (0.2166) loss_rec_sfr: 0.2585 (0.2811) loss_cl: -0.2776 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [18:53:44.894058] Epoch: [321] [1400/2904] eta: 0:19:03 lr: 0.001675 loss: 0.1806 (0.1906) loss_rec_all: 0.2065 (0.2165) loss_rec_sfr: 0.2661 (0.2811) loss_cl: -0.2777 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [18:53:59.800285] Epoch: [321] [1420/2904] eta: 0:18:48 lr: 0.001675 loss: 0.1789 (0.1906) loss_rec_all: 0.2051 (0.2165) loss_rec_sfr: 0.2545 (0.2810) loss_cl: -0.2790 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [18:54:14.710050] Epoch: [321] [1440/2904] eta: 0:18:32 lr: 0.001675 loss: 0.1870 (0.1908) loss_rec_all: 0.2132 (0.2167) loss_rec_sfr: 0.2644 (0.2815) loss_cl: -0.2802 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [18:54:29.626250] Epoch: [321] [1460/2904] eta: 0:18:17 lr: 0.001675 loss: 0.1797 (0.1908) loss_rec_all: 0.2058 (0.2167) loss_rec_sfr: 0.2613 (0.2815) loss_cl: -0.2799 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [18:54:44.547859] Epoch: [321] [1480/2904] eta: 0:18:01 lr: 0.001675 loss: 0.1776 (0.1907) loss_rec_all: 0.2041 (0.2166) loss_rec_sfr: 0.2599 (0.2812) loss_cl: -0.2793 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [18:54:59.477990] Epoch: [321] [1500/2904] eta: 0:17:46 lr: 0.001675 loss: 0.1784 (0.1907) loss_rec_all: 0.2047 (0.2166) loss_rec_sfr: 0.2529 (0.2810) loss_cl: -0.2784 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [18:55:14.387758] Epoch: [321] [1520/2904] eta: 0:17:30 lr: 0.001675 loss: 0.1822 (0.1907) loss_rec_all: 0.2086 (0.2166) loss_rec_sfr: 0.2631 (0.2811) loss_cl: -0.2777 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [18:55:29.298990] Epoch: [321] [1540/2904] eta: 0:17:15 lr: 0.001675 loss: 0.1827 (0.1908) loss_rec_all: 0.2087 (0.2167) loss_rec_sfr: 0.2681 (0.2816) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [18:55:44.208299] Epoch: [321] [1560/2904] eta: 0:16:59 lr: 0.001675 loss: 0.1837 (0.1909) loss_rec_all: 0.2097 (0.2168) loss_rec_sfr: 0.2646 (0.2817) loss_cl: -0.2787 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [18:55:59.125372] Epoch: [321] [1580/2904] eta: 0:16:44 lr: 0.001675 loss: 0.1797 (0.1908) loss_rec_all: 0.2061 (0.2168) loss_rec_sfr: 0.2641 (0.2817) loss_cl: -0.2794 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [18:56:14.040128] Epoch: [321] [1600/2904] eta: 0:16:29 lr: 0.001675 loss: 0.1794 (0.1909) loss_rec_all: 0.2054 (0.2168) loss_rec_sfr: 0.2232 (0.2816) loss_cl: -0.2788 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [18:56:28.951699] Epoch: [321] [1620/2904] eta: 0:16:13 lr: 0.001675 loss: 0.1798 (0.1908) loss_rec_all: 0.2062 (0.2167) loss_rec_sfr: 0.2658 (0.2813) loss_cl: -0.2791 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [18:56:43.865545] Epoch: [321] [1640/2904] eta: 0:15:58 lr: 0.001675 loss: 0.1850 (0.1908) loss_rec_all: 0.2111 (0.2167) loss_rec_sfr: 0.2544 (0.2813) loss_cl: -0.2788 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [18:56:58.775794] Epoch: [321] [1660/2904] eta: 0:15:43 lr: 0.001675 loss: 0.1782 (0.1908) loss_rec_all: 0.2045 (0.2167) loss_rec_sfr: 0.2530 (0.2811) loss_cl: -0.2785 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [18:57:13.688224] Epoch: [321] [1680/2904] eta: 0:15:27 lr: 0.001675 loss: 0.1783 (0.1907) loss_rec_all: 0.2045 (0.2167) loss_rec_sfr: 0.2253 (0.2808) loss_cl: -0.2789 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [18:57:28.600000] Epoch: [321] [1700/2904] eta: 0:15:12 lr: 0.001675 loss: 0.1784 (0.1906) loss_rec_all: 0.2044 (0.2166) loss_rec_sfr: 0.2665 (0.2806) loss_cl: -0.2792 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [18:57:43.506567] Epoch: [321] [1720/2904] eta: 0:14:57 lr: 0.001675 loss: 0.1794 (0.1906) loss_rec_all: 0.2055 (0.2165) loss_rec_sfr: 0.2649 (0.2806) loss_cl: -0.2791 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [18:57:58.422623] Epoch: [321] [1740/2904] eta: 0:14:41 lr: 0.001675 loss: 0.1783 (0.1905) loss_rec_all: 0.2044 (0.2164) loss_rec_sfr: 0.2601 (0.2803) loss_cl: -0.2793 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [18:58:13.341967] Epoch: [321] [1760/2904] eta: 0:14:26 lr: 0.001675 loss: 0.1829 (0.1905) loss_rec_all: 0.2090 (0.2165) loss_rec_sfr: 0.2531 (0.2804) loss_cl: -0.2787 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [18:58:28.261661] Epoch: [321] [1780/2904] eta: 0:14:11 lr: 0.001675 loss: 0.1798 (0.1905) loss_rec_all: 0.2060 (0.2164) loss_rec_sfr: 0.2597 (0.2803) loss_cl: -0.2791 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [18:58:43.176486] Epoch: [321] [1800/2904] eta: 0:13:55 lr: 0.001675 loss: 0.1806 (0.1906) loss_rec_all: 0.2068 (0.2165) loss_rec_sfr: 0.2633 (0.2805) loss_cl: -0.2792 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [18:58:58.229036] Epoch: [321] [1820/2904] eta: 0:13:40 lr: 0.001675 loss: 0.1802 (0.1905) loss_rec_all: 0.2061 (0.2164) loss_rec_sfr: 0.2553 (0.2804) loss_cl: -0.2783 (-0.2789) time: 0.7526 data: 0.0002 max mem: 29860 [18:59:13.132594] Epoch: [321] [1840/2904] eta: 0:13:25 lr: 0.001675 loss: 0.1791 (0.1906) loss_rec_all: 0.2055 (0.2165) loss_rec_sfr: 0.2543 (0.2808) loss_cl: -0.2790 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [18:59:28.040386] Epoch: [321] [1860/2904] eta: 0:13:10 lr: 0.001675 loss: 0.1787 (0.1906) loss_rec_all: 0.2047 (0.2165) loss_rec_sfr: 0.2574 (0.2807) loss_cl: -0.2799 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [18:59:42.947750] Epoch: [321] [1880/2904] eta: 0:12:54 lr: 0.001675 loss: 0.1805 (0.1906) loss_rec_all: 0.2070 (0.2165) loss_rec_sfr: 0.2258 (0.2804) loss_cl: -0.2796 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [18:59:57.858592] Epoch: [321] [1900/2904] eta: 0:12:39 lr: 0.001675 loss: 0.1817 (0.1905) loss_rec_all: 0.2078 (0.2165) loss_rec_sfr: 0.2510 (0.2802) loss_cl: -0.2787 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [19:00:12.769017] Epoch: [321] [1920/2904] eta: 0:12:24 lr: 0.001674 loss: 0.1785 (0.1905) loss_rec_all: 0.2045 (0.2164) loss_rec_sfr: 0.2579 (0.2800) loss_cl: -0.2785 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [19:00:27.677557] Epoch: [321] [1940/2904] eta: 0:12:09 lr: 0.001674 loss: 0.1814 (0.1905) loss_rec_all: 0.2075 (0.2164) loss_rec_sfr: 0.2588 (0.2801) loss_cl: -0.2779 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [19:00:42.583555] Epoch: [321] [1960/2904] eta: 0:11:53 lr: 0.001674 loss: 0.1803 (0.1904) loss_rec_all: 0.2065 (0.2164) loss_rec_sfr: 0.2605 (0.2799) loss_cl: -0.2784 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [19:00:57.493007] Epoch: [321] [1980/2904] eta: 0:11:38 lr: 0.001674 loss: 0.1822 (0.1904) loss_rec_all: 0.2084 (0.2163) loss_rec_sfr: 0.2581 (0.2797) loss_cl: -0.2791 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [19:01:12.398297] Epoch: [321] [2000/2904] eta: 0:11:23 lr: 0.001674 loss: 0.1784 (0.1904) loss_rec_all: 0.2043 (0.2163) loss_rec_sfr: 0.2642 (0.2798) loss_cl: -0.2791 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [19:01:27.312643] Epoch: [321] [2020/2904] eta: 0:11:08 lr: 0.001674 loss: 0.1754 (0.1903) loss_rec_all: 0.2020 (0.2162) loss_rec_sfr: 0.2286 (0.2795) loss_cl: -0.2785 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [19:01:42.221322] Epoch: [321] [2040/2904] eta: 0:10:53 lr: 0.001674 loss: 0.1775 (0.1903) loss_rec_all: 0.2038 (0.2162) loss_rec_sfr: 0.2305 (0.2794) loss_cl: -0.2792 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [19:01:57.134208] Epoch: [321] [2060/2904] eta: 0:10:37 lr: 0.001674 loss: 0.1790 (0.1902) loss_rec_all: 0.2051 (0.2162) loss_rec_sfr: 0.2691 (0.2793) loss_cl: -0.2790 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [19:02:12.044928] Epoch: [321] [2080/2904] eta: 0:10:22 lr: 0.001674 loss: 0.1783 (0.1902) loss_rec_all: 0.2043 (0.2162) loss_rec_sfr: 0.2580 (0.2793) loss_cl: -0.2791 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [19:02:26.959449] Epoch: [321] [2100/2904] eta: 0:10:07 lr: 0.001674 loss: 0.1771 (0.1902) loss_rec_all: 0.2031 (0.2161) loss_rec_sfr: 0.2596 (0.2792) loss_cl: -0.2788 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [19:02:41.880654] Epoch: [321] [2120/2904] eta: 0:09:52 lr: 0.001674 loss: 0.1782 (0.1903) loss_rec_all: 0.2045 (0.2162) loss_rec_sfr: 0.2607 (0.2794) loss_cl: -0.2785 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [19:02:56.801263] Epoch: [321] [2140/2904] eta: 0:09:37 lr: 0.001674 loss: 0.1772 (0.1903) loss_rec_all: 0.2038 (0.2162) loss_rec_sfr: 0.2524 (0.2794) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [19:03:11.722289] Epoch: [321] [2160/2904] eta: 0:09:21 lr: 0.001674 loss: 0.1846 (0.1903) loss_rec_all: 0.2107 (0.2162) loss_rec_sfr: 0.2518 (0.2793) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [19:03:26.642239] Epoch: [321] [2180/2904] eta: 0:09:06 lr: 0.001674 loss: 0.1815 (0.1902) loss_rec_all: 0.2073 (0.2162) loss_rec_sfr: 0.2576 (0.2791) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [19:03:41.571881] Epoch: [321] [2200/2904] eta: 0:08:51 lr: 0.001674 loss: 0.1794 (0.1902) loss_rec_all: 0.2054 (0.2161) loss_rec_sfr: 0.2584 (0.2790) loss_cl: -0.2784 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [19:03:56.506803] Epoch: [321] [2220/2904] eta: 0:08:36 lr: 0.001674 loss: 0.1796 (0.1901) loss_rec_all: 0.2060 (0.2161) loss_rec_sfr: 0.2597 (0.2788) loss_cl: -0.2792 (-0.2788) time: 0.7467 data: 0.0004 max mem: 29860 [19:04:11.429769] Epoch: [321] [2240/2904] eta: 0:08:21 lr: 0.001674 loss: 0.1779 (0.1902) loss_rec_all: 0.2042 (0.2161) loss_rec_sfr: 0.2674 (0.2789) loss_cl: -0.2806 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [19:04:26.347322] Epoch: [321] [2260/2904] eta: 0:08:06 lr: 0.001674 loss: 0.1813 (0.1902) loss_rec_all: 0.2074 (0.2161) loss_rec_sfr: 0.2640 (0.2789) loss_cl: -0.2791 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [19:04:41.273647] Epoch: [321] [2280/2904] eta: 0:07:50 lr: 0.001674 loss: 0.1793 (0.1901) loss_rec_all: 0.2051 (0.2161) loss_rec_sfr: 0.2645 (0.2788) loss_cl: -0.2782 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [19:04:56.208745] Epoch: [321] [2300/2904] eta: 0:07:35 lr: 0.001674 loss: 0.1802 (0.1901) loss_rec_all: 0.2063 (0.2161) loss_rec_sfr: 0.2596 (0.2788) loss_cl: -0.2784 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [19:05:11.134413] Epoch: [321] [2320/2904] eta: 0:07:20 lr: 0.001674 loss: 0.1836 (0.1902) loss_rec_all: 0.2096 (0.2162) loss_rec_sfr: 0.2632 (0.2791) loss_cl: -0.2784 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [19:05:26.084665] Epoch: [321] [2340/2904] eta: 0:07:05 lr: 0.001674 loss: 0.1803 (0.1902) loss_rec_all: 0.2064 (0.2161) loss_rec_sfr: 0.2585 (0.2790) loss_cl: -0.2793 (-0.2788) time: 0.7475 data: 0.0002 max mem: 29860 [19:05:41.031709] Epoch: [321] [2360/2904] eta: 0:06:50 lr: 0.001674 loss: 0.1809 (0.1902) loss_rec_all: 0.2068 (0.2162) loss_rec_sfr: 0.2612 (0.2792) loss_cl: -0.2791 (-0.2789) time: 0.7473 data: 0.0002 max mem: 29860 [19:05:55.980997] Epoch: [321] [2380/2904] eta: 0:06:35 lr: 0.001674 loss: 0.1819 (0.1903) loss_rec_all: 0.2082 (0.2162) loss_rec_sfr: 0.2590 (0.2792) loss_cl: -0.2789 (-0.2789) time: 0.7474 data: 0.0002 max mem: 29860 [19:06:10.924673] Epoch: [321] [2400/2904] eta: 0:06:20 lr: 0.001674 loss: 0.1834 (0.1902) loss_rec_all: 0.2094 (0.2162) loss_rec_sfr: 0.2581 (0.2791) loss_cl: -0.2784 (-0.2789) time: 0.7471 data: 0.0002 max mem: 29860 [19:06:25.876195] Epoch: [321] [2420/2904] eta: 0:06:05 lr: 0.001674 loss: 0.1765 (0.1902) loss_rec_all: 0.2026 (0.2161) loss_rec_sfr: 0.2250 (0.2788) loss_cl: -0.2788 (-0.2789) time: 0.7475 data: 0.0002 max mem: 29860 [19:06:40.826030] Epoch: [321] [2440/2904] eta: 0:05:49 lr: 0.001674 loss: 0.1819 (0.1902) loss_rec_all: 0.2078 (0.2161) loss_rec_sfr: 0.2594 (0.2787) loss_cl: -0.2788 (-0.2788) time: 0.7474 data: 0.0003 max mem: 29860 [19:06:55.755317] Epoch: [321] [2460/2904] eta: 0:05:34 lr: 0.001674 loss: 0.1817 (0.1902) loss_rec_all: 0.2081 (0.2161) loss_rec_sfr: 0.2618 (0.2787) loss_cl: -0.2790 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [19:07:10.676468] Epoch: [321] [2480/2904] eta: 0:05:19 lr: 0.001674 loss: 0.1816 (0.1902) loss_rec_all: 0.2076 (0.2161) loss_rec_sfr: 0.2639 (0.2788) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [19:07:25.605244] Epoch: [321] [2500/2904] eta: 0:05:04 lr: 0.001674 loss: 0.1805 (0.1902) loss_rec_all: 0.2066 (0.2161) loss_rec_sfr: 0.2682 (0.2788) loss_cl: -0.2789 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [19:07:40.536069] Epoch: [321] [2520/2904] eta: 0:04:49 lr: 0.001674 loss: 0.1798 (0.1902) loss_rec_all: 0.2063 (0.2161) loss_rec_sfr: 0.2618 (0.2788) loss_cl: -0.2791 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [19:07:55.464931] Epoch: [321] [2540/2904] eta: 0:04:34 lr: 0.001674 loss: 0.1802 (0.1901) loss_rec_all: 0.2066 (0.2161) loss_rec_sfr: 0.2632 (0.2786) loss_cl: -0.2791 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [19:08:10.376001] Epoch: [321] [2560/2904] eta: 0:04:19 lr: 0.001673 loss: 0.1783 (0.1901) loss_rec_all: 0.2047 (0.2160) loss_rec_sfr: 0.2622 (0.2785) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [19:08:25.284575] Epoch: [321] [2580/2904] eta: 0:04:04 lr: 0.001673 loss: 0.1762 (0.1901) loss_rec_all: 0.2023 (0.2160) loss_rec_sfr: 0.2632 (0.2786) loss_cl: -0.2789 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [19:08:40.189781] Epoch: [321] [2600/2904] eta: 0:03:49 lr: 0.001673 loss: 0.1781 (0.1901) loss_rec_all: 0.2044 (0.2160) loss_rec_sfr: 0.2545 (0.2785) loss_cl: -0.2789 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [19:08:55.101016] Epoch: [321] [2620/2904] eta: 0:03:34 lr: 0.001673 loss: 0.1786 (0.1901) loss_rec_all: 0.2045 (0.2160) loss_rec_sfr: 0.2641 (0.2785) loss_cl: -0.2795 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [19:09:10.009376] Epoch: [321] [2640/2904] eta: 0:03:18 lr: 0.001673 loss: 0.1793 (0.1900) loss_rec_all: 0.2055 (0.2160) loss_rec_sfr: 0.2568 (0.2785) loss_cl: -0.2791 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [19:09:24.915433] Epoch: [321] [2660/2904] eta: 0:03:03 lr: 0.001673 loss: 0.1799 (0.1900) loss_rec_all: 0.2064 (0.2160) loss_rec_sfr: 0.2615 (0.2784) loss_cl: -0.2779 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [19:09:39.817025] Epoch: [321] [2680/2904] eta: 0:02:48 lr: 0.001673 loss: 0.1795 (0.1900) loss_rec_all: 0.2054 (0.2159) loss_rec_sfr: 0.2677 (0.2783) loss_cl: -0.2789 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [19:09:54.719708] Epoch: [321] [2700/2904] eta: 0:02:33 lr: 0.001673 loss: 0.1843 (0.1900) loss_rec_all: 0.2105 (0.2159) loss_rec_sfr: 0.2558 (0.2783) loss_cl: -0.2789 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [19:10:09.667714] Epoch: [321] [2720/2904] eta: 0:02:18 lr: 0.001673 loss: 0.1812 (0.1900) loss_rec_all: 0.2077 (0.2159) loss_rec_sfr: 0.2634 (0.2782) loss_cl: -0.2798 (-0.2788) time: 0.7474 data: 0.0002 max mem: 29860 [19:10:24.642344] Epoch: [321] [2740/2904] eta: 0:02:03 lr: 0.001673 loss: 0.1812 (0.1900) loss_rec_all: 0.2077 (0.2159) loss_rec_sfr: 0.2494 (0.2781) loss_cl: -0.2794 (-0.2789) time: 0.7487 data: 0.0002 max mem: 29860 [19:10:39.607955] Epoch: [321] [2760/2904] eta: 0:01:48 lr: 0.001673 loss: 0.1764 (0.1900) loss_rec_all: 0.2031 (0.2159) loss_rec_sfr: 0.2618 (0.2781) loss_cl: -0.2811 (-0.2789) time: 0.7482 data: 0.0002 max mem: 29860 [19:10:54.562003] Epoch: [321] [2780/2904] eta: 0:01:33 lr: 0.001673 loss: 0.1822 (0.1900) loss_rec_all: 0.2083 (0.2160) loss_rec_sfr: 0.2651 (0.2783) loss_cl: -0.2786 (-0.2789) time: 0.7477 data: 0.0002 max mem: 29860 [19:11:09.525895] Epoch: [321] [2800/2904] eta: 0:01:18 lr: 0.001673 loss: 0.1740 (0.1900) loss_rec_all: 0.2002 (0.2159) loss_rec_sfr: 0.1976 (0.2780) loss_cl: -0.2790 (-0.2789) time: 0.7481 data: 0.0002 max mem: 29860 [19:11:24.505900] Epoch: [321] [2820/2904] eta: 0:01:03 lr: 0.001673 loss: 0.1808 (0.1900) loss_rec_all: 0.2068 (0.2159) loss_rec_sfr: 0.2589 (0.2780) loss_cl: -0.2786 (-0.2789) time: 0.7490 data: 0.0002 max mem: 29860 [19:11:39.526146] Epoch: [321] [2840/2904] eta: 0:00:48 lr: 0.001673 loss: 0.1839 (0.1901) loss_rec_all: 0.2101 (0.2160) loss_rec_sfr: 0.2693 (0.2784) loss_cl: -0.2784 (-0.2788) time: 0.7510 data: 0.0025 max mem: 29860 [19:11:54.474134] Epoch: [321] [2860/2904] eta: 0:00:33 lr: 0.001673 loss: 0.1771 (0.1900) loss_rec_all: 0.2037 (0.2159) loss_rec_sfr: 0.2300 (0.2780) loss_cl: -0.2794 (-0.2789) time: 0.7473 data: 0.0001 max mem: 29860 [19:12:09.462827] Epoch: [321] [2880/2904] eta: 0:00:18 lr: 0.001673 loss: 0.1831 (0.1900) loss_rec_all: 0.2091 (0.2159) loss_rec_sfr: 0.2609 (0.2780) loss_cl: -0.2794 (-0.2789) time: 0.7494 data: 0.0001 max mem: 29860 [19:12:24.426276] Epoch: [321] [2900/2904] eta: 0:00:03 lr: 0.001673 loss: 0.1858 (0.1901) loss_rec_all: 0.2119 (0.2160) loss_rec_sfr: 0.2704 (0.2783) loss_cl: -0.2786 (-0.2789) time: 0.7481 data: 0.0001 max mem: 29860 [19:12:26.688113] Epoch: [321] [2903/2904] eta: 0:00:00 lr: 0.001673 loss: 0.1849 (0.1901) loss_rec_all: 0.2111 (0.2160) loss_rec_sfr: 0.2704 (0.2784) loss_cl: -0.2785 (-0.2789) time: 0.7484 data: 0.0001 max mem: 29860 [19:12:29.312251] Epoch: [321] Total time: 0:36:29 (0.7541 s / it) [19:12:29.327965] Averaged stats: lr: 0.001673 loss: 0.1849 (0.1926) loss_rec_all: 0.2111 (0.2162) loss_rec_sfr: 0.2704 (0.2786) loss_cl: -0.2785 (-0.2556) [19:12:29.334087] log_dir: ./checkpoint/VF2_ViT-B [19:12:46.906359] Epoch: [322] [ 0/2904] eta: 14:10:26 lr: 0.001673 loss: 0.1728 (0.1728) loss_rec_all: 0.1994 (0.1994) loss_rec_sfr: 0.1894 (0.1894) loss_cl: -0.2787 (-0.2787) time: 17.5713 data: 16.8390 max mem: 29860 [19:13:03.070133] Epoch: [322] [ 20/2904] eta: 1:17:12 lr: 0.001673 loss: 0.1784 (0.1885) loss_rec_all: 0.2042 (0.2145) loss_rec_sfr: 0.2550 (0.2678) loss_cl: -0.2790 (-0.2787) time: 0.8081 data: 0.0003 max mem: 29860 [19:13:18.046787] Epoch: [322] [ 40/2904] eta: 0:56:42 lr: 0.001673 loss: 0.1837 (0.1923) loss_rec_all: 0.2101 (0.2182) loss_rec_sfr: 0.2594 (0.2817) loss_cl: -0.2791 (-0.2789) time: 0.7488 data: 0.0002 max mem: 29860 [19:13:32.977072] Epoch: [322] [ 60/2904] eta: 0:49:27 lr: 0.001673 loss: 0.1844 (0.1937) loss_rec_all: 0.2103 (0.2196) loss_rec_sfr: 0.2650 (0.2854) loss_cl: -0.2780 (-0.2785) time: 0.7464 data: 0.0003 max mem: 29860 [19:13:47.919012] Epoch: [322] [ 80/2904] eta: 0:45:39 lr: 0.001673 loss: 0.1825 (0.1944) loss_rec_all: 0.2087 (0.2203) loss_rec_sfr: 0.2619 (0.2899) loss_cl: -0.2784 (-0.2785) time: 0.7470 data: 0.0002 max mem: 29860 [19:14:02.854843] Epoch: [322] [ 100/2904] eta: 0:43:16 lr: 0.001673 loss: 0.1850 (0.1945) loss_rec_all: 0.2110 (0.2203) loss_rec_sfr: 0.2599 (0.2909) loss_cl: -0.2790 (-0.2786) time: 0.7467 data: 0.0004 max mem: 29860 [19:14:17.758367] Epoch: [322] [ 120/2904] eta: 0:41:34 lr: 0.001673 loss: 0.1753 (0.1926) loss_rec_all: 0.2018 (0.2184) loss_rec_sfr: 0.2239 (0.2846) loss_cl: -0.2784 (-0.2786) time: 0.7451 data: 0.0004 max mem: 29860 [19:14:32.668039] Epoch: [322] [ 140/2904] eta: 0:40:17 lr: 0.001673 loss: 0.1854 (0.1934) loss_rec_all: 0.2115 (0.2193) loss_rec_sfr: 0.2723 (0.2889) loss_cl: -0.2782 (-0.2786) time: 0.7454 data: 0.0003 max mem: 29860 [19:14:47.577290] Epoch: [322] [ 160/2904] eta: 0:39:15 lr: 0.001673 loss: 0.1800 (0.1927) loss_rec_all: 0.2060 (0.2186) loss_rec_sfr: 0.2652 (0.2866) loss_cl: -0.2791 (-0.2786) time: 0.7454 data: 0.0005 max mem: 29860 [19:15:02.489587] Epoch: [322] [ 180/2904] eta: 0:38:24 lr: 0.001673 loss: 0.1794 (0.1925) loss_rec_all: 0.2057 (0.2183) loss_rec_sfr: 0.2627 (0.2863) loss_cl: -0.2794 (-0.2787) time: 0.7456 data: 0.0006 max mem: 29860 [19:15:17.398192] Epoch: [322] [ 200/2904] eta: 0:37:40 lr: 0.001673 loss: 0.1766 (0.1916) loss_rec_all: 0.2029 (0.2175) loss_rec_sfr: 0.2577 (0.2837) loss_cl: -0.2793 (-0.2788) time: 0.7454 data: 0.0005 max mem: 29860 [19:15:32.305842] Epoch: [322] [ 220/2904] eta: 0:37:01 lr: 0.001673 loss: 0.1775 (0.1909) loss_rec_all: 0.2034 (0.2169) loss_rec_sfr: 0.2634 (0.2814) loss_cl: -0.2787 (-0.2788) time: 0.7453 data: 0.0005 max mem: 29860 [19:15:47.209208] Epoch: [322] [ 240/2904] eta: 0:36:27 lr: 0.001673 loss: 0.1805 (0.1911) loss_rec_all: 0.2064 (0.2170) loss_rec_sfr: 0.2620 (0.2815) loss_cl: -0.2785 (-0.2787) time: 0.7451 data: 0.0004 max mem: 29860 [19:16:02.132254] Epoch: [322] [ 260/2904] eta: 0:35:55 lr: 0.001673 loss: 0.1827 (0.1918) loss_rec_all: 0.2089 (0.2176) loss_rec_sfr: 0.2610 (0.2838) loss_cl: -0.2777 (-0.2787) time: 0.7461 data: 0.0005 max mem: 29860 [19:16:17.076569] Epoch: [322] [ 280/2904] eta: 0:35:26 lr: 0.001672 loss: 0.1804 (0.1920) loss_rec_all: 0.2065 (0.2179) loss_rec_sfr: 0.2759 (0.2853) loss_cl: -0.2785 (-0.2787) time: 0.7472 data: 0.0005 max mem: 29860 [19:16:32.142783] Epoch: [322] [ 300/2904] eta: 0:35:00 lr: 0.001672 loss: 0.1813 (0.1919) loss_rec_all: 0.2075 (0.2177) loss_rec_sfr: 0.2558 (0.2845) loss_cl: -0.2796 (-0.2787) time: 0.7533 data: 0.0003 max mem: 29860 [19:16:47.083919] Epoch: [322] [ 320/2904] eta: 0:34:34 lr: 0.001672 loss: 0.1777 (0.1912) loss_rec_all: 0.2042 (0.2171) loss_rec_sfr: 0.2554 (0.2827) loss_cl: -0.2792 (-0.2787) time: 0.7470 data: 0.0002 max mem: 29860 [19:17:02.017233] Epoch: [322] [ 340/2904] eta: 0:34:10 lr: 0.001672 loss: 0.1812 (0.1914) loss_rec_all: 0.2076 (0.2172) loss_rec_sfr: 0.2641 (0.2834) loss_cl: -0.2786 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [19:17:16.949714] Epoch: [322] [ 360/2904] eta: 0:33:46 lr: 0.001672 loss: 0.1781 (0.1911) loss_rec_all: 0.2041 (0.2170) loss_rec_sfr: 0.2531 (0.2827) loss_cl: -0.2777 (-0.2787) time: 0.7466 data: 0.0003 max mem: 29860 [19:17:31.894782] Epoch: [322] [ 380/2904] eta: 0:33:24 lr: 0.001672 loss: 0.1790 (0.1910) loss_rec_all: 0.2050 (0.2169) loss_rec_sfr: 0.2616 (0.2826) loss_cl: -0.2785 (-0.2787) time: 0.7472 data: 0.0002 max mem: 29860 [19:17:46.835410] Epoch: [322] [ 400/2904] eta: 0:33:02 lr: 0.001672 loss: 0.1805 (0.1914) loss_rec_all: 0.2068 (0.2172) loss_rec_sfr: 0.2608 (0.2832) loss_cl: -0.2798 (-0.2787) time: 0.7470 data: 0.0003 max mem: 29860 [19:18:01.767127] Epoch: [322] [ 420/2904] eta: 0:32:41 lr: 0.001672 loss: 0.1781 (0.1910) loss_rec_all: 0.2043 (0.2169) loss_rec_sfr: 0.2558 (0.2822) loss_cl: -0.2794 (-0.2788) time: 0.7465 data: 0.0003 max mem: 29860 [19:18:16.711501] Epoch: [322] [ 440/2904] eta: 0:32:20 lr: 0.001672 loss: 0.1824 (0.1914) loss_rec_all: 0.2085 (0.2172) loss_rec_sfr: 0.2625 (0.2832) loss_cl: -0.2781 (-0.2787) time: 0.7472 data: 0.0002 max mem: 29860 [19:18:31.670170] Epoch: [322] [ 460/2904] eta: 0:32:00 lr: 0.001672 loss: 0.1827 (0.1918) loss_rec_all: 0.2093 (0.2177) loss_rec_sfr: 0.2704 (0.2846) loss_cl: -0.2783 (-0.2787) time: 0.7479 data: 0.0003 max mem: 29860 [19:18:46.611288] Epoch: [322] [ 480/2904] eta: 0:31:41 lr: 0.001672 loss: 0.1852 (0.1919) loss_rec_all: 0.2115 (0.2178) loss_rec_sfr: 0.2600 (0.2850) loss_cl: -0.2788 (-0.2787) time: 0.7470 data: 0.0003 max mem: 29860 [19:19:01.543386] Epoch: [322] [ 500/2904] eta: 0:31:21 lr: 0.001672 loss: 0.1775 (0.1919) loss_rec_all: 0.2039 (0.2178) loss_rec_sfr: 0.2619 (0.2848) loss_cl: -0.2794 (-0.2787) time: 0.7466 data: 0.0003 max mem: 29860 [19:19:16.485424] Epoch: [322] [ 520/2904] eta: 0:31:02 lr: 0.001672 loss: 0.1820 (0.1917) loss_rec_all: 0.2083 (0.2176) loss_rec_sfr: 0.2619 (0.2844) loss_cl: -0.2794 (-0.2788) time: 0.7471 data: 0.0002 max mem: 29860 [19:19:31.417681] Epoch: [322] [ 540/2904] eta: 0:30:44 lr: 0.001672 loss: 0.1822 (0.1916) loss_rec_all: 0.2083 (0.2175) loss_rec_sfr: 0.2619 (0.2842) loss_cl: -0.2784 (-0.2788) time: 0.7466 data: 0.0003 max mem: 29860 [19:19:46.370898] Epoch: [322] [ 560/2904] eta: 0:30:25 lr: 0.001672 loss: 0.1768 (0.1915) loss_rec_all: 0.2031 (0.2174) loss_rec_sfr: 0.2574 (0.2841) loss_cl: -0.2787 (-0.2788) time: 0.7476 data: 0.0002 max mem: 29860 [19:20:01.321887] Epoch: [322] [ 580/2904] eta: 0:30:07 lr: 0.001672 loss: 0.1778 (0.1915) loss_rec_all: 0.2038 (0.2174) loss_rec_sfr: 0.2663 (0.2845) loss_cl: -0.2787 (-0.2788) time: 0.7475 data: 0.0003 max mem: 29860 [19:20:16.262202] Epoch: [322] [ 600/2904] eta: 0:29:49 lr: 0.001672 loss: 0.1796 (0.1912) loss_rec_all: 0.2054 (0.2171) loss_rec_sfr: 0.2470 (0.2834) loss_cl: -0.2787 (-0.2788) time: 0.7470 data: 0.0003 max mem: 29860 [19:20:31.175885] Epoch: [322] [ 620/2904] eta: 0:29:32 lr: 0.001672 loss: 0.1758 (0.1910) loss_rec_all: 0.2024 (0.2169) loss_rec_sfr: 0.2497 (0.2827) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [19:20:46.080697] Epoch: [322] [ 640/2904] eta: 0:29:14 lr: 0.001672 loss: 0.1818 (0.1910) loss_rec_all: 0.2078 (0.2169) loss_rec_sfr: 0.2625 (0.2826) loss_cl: -0.2793 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [19:21:00.990238] Epoch: [322] [ 660/2904] eta: 0:28:56 lr: 0.001672 loss: 0.1800 (0.1910) loss_rec_all: 0.2062 (0.2169) loss_rec_sfr: 0.2640 (0.2827) loss_cl: -0.2796 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [19:21:15.897303] Epoch: [322] [ 680/2904] eta: 0:28:39 lr: 0.001672 loss: 0.1836 (0.1912) loss_rec_all: 0.2095 (0.2171) loss_rec_sfr: 0.2628 (0.2833) loss_cl: -0.2791 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [19:21:30.807568] Epoch: [322] [ 700/2904] eta: 0:28:22 lr: 0.001672 loss: 0.1833 (0.1913) loss_rec_all: 0.2096 (0.2172) loss_rec_sfr: 0.2501 (0.2836) loss_cl: -0.2793 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [19:21:45.715080] Epoch: [322] [ 720/2904] eta: 0:28:05 lr: 0.001672 loss: 0.1779 (0.1911) loss_rec_all: 0.2038 (0.2170) loss_rec_sfr: 0.2605 (0.2829) loss_cl: -0.2780 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [19:22:00.620332] Epoch: [322] [ 740/2904] eta: 0:27:48 lr: 0.001672 loss: 0.1822 (0.1912) loss_rec_all: 0.2081 (0.2171) loss_rec_sfr: 0.2592 (0.2832) loss_cl: -0.2781 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [19:22:15.527981] Epoch: [322] [ 760/2904] eta: 0:27:31 lr: 0.001672 loss: 0.1782 (0.1913) loss_rec_all: 0.2042 (0.2172) loss_rec_sfr: 0.2635 (0.2834) loss_cl: -0.2795 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [19:22:30.434463] Epoch: [322] [ 780/2904] eta: 0:27:14 lr: 0.001672 loss: 0.1797 (0.1910) loss_rec_all: 0.2058 (0.2169) loss_rec_sfr: 0.2576 (0.2823) loss_cl: -0.2799 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [19:22:45.337486] Epoch: [322] [ 800/2904] eta: 0:26:57 lr: 0.001672 loss: 0.1792 (0.1909) loss_rec_all: 0.2055 (0.2169) loss_rec_sfr: 0.2495 (0.2819) loss_cl: -0.2792 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [19:23:00.245433] Epoch: [322] [ 820/2904] eta: 0:26:41 lr: 0.001672 loss: 0.1893 (0.1912) loss_rec_all: 0.2152 (0.2171) loss_rec_sfr: 0.2652 (0.2828) loss_cl: -0.2787 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [19:23:15.151418] Epoch: [322] [ 840/2904] eta: 0:26:24 lr: 0.001672 loss: 0.1777 (0.1909) loss_rec_all: 0.2037 (0.2168) loss_rec_sfr: 0.2548 (0.2818) loss_cl: -0.2793 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [19:23:30.053724] Epoch: [322] [ 860/2904] eta: 0:26:08 lr: 0.001672 loss: 0.1843 (0.1910) loss_rec_all: 0.2105 (0.2169) loss_rec_sfr: 0.2633 (0.2821) loss_cl: -0.2787 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [19:23:44.959321] Epoch: [322] [ 880/2904] eta: 0:25:52 lr: 0.001672 loss: 0.1798 (0.1911) loss_rec_all: 0.2060 (0.2170) loss_rec_sfr: 0.2638 (0.2825) loss_cl: -0.2788 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [19:23:59.861233] Epoch: [322] [ 900/2904] eta: 0:25:35 lr: 0.001672 loss: 0.1838 (0.1913) loss_rec_all: 0.2103 (0.2172) loss_rec_sfr: 0.2610 (0.2830) loss_cl: -0.2789 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [19:24:14.764445] Epoch: [322] [ 920/2904] eta: 0:25:19 lr: 0.001671 loss: 0.1772 (0.1912) loss_rec_all: 0.2036 (0.2172) loss_rec_sfr: 0.2591 (0.2828) loss_cl: -0.2790 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [19:24:29.673827] Epoch: [322] [ 940/2904] eta: 0:25:03 lr: 0.001671 loss: 0.1783 (0.1910) loss_rec_all: 0.2044 (0.2169) loss_rec_sfr: 0.2663 (0.2821) loss_cl: -0.2791 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [19:24:44.584417] Epoch: [322] [ 960/2904] eta: 0:24:47 lr: 0.001671 loss: 0.1826 (0.1911) loss_rec_all: 0.2084 (0.2170) loss_rec_sfr: 0.2590 (0.2821) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [19:24:59.492059] Epoch: [322] [ 980/2904] eta: 0:24:31 lr: 0.001671 loss: 0.1801 (0.1911) loss_rec_all: 0.2060 (0.2170) loss_rec_sfr: 0.2584 (0.2822) loss_cl: -0.2780 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [19:25:14.396013] Epoch: [322] [1000/2904] eta: 0:24:15 lr: 0.001671 loss: 0.1776 (0.1909) loss_rec_all: 0.2036 (0.2168) loss_rec_sfr: 0.2330 (0.2818) loss_cl: -0.2791 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [19:25:29.304976] Epoch: [322] [1020/2904] eta: 0:23:59 lr: 0.001671 loss: 0.1812 (0.1909) loss_rec_all: 0.2072 (0.2168) loss_rec_sfr: 0.2573 (0.2817) loss_cl: -0.2788 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [19:25:44.209896] Epoch: [322] [1040/2904] eta: 0:23:43 lr: 0.001671 loss: 0.1792 (0.1909) loss_rec_all: 0.2052 (0.2168) loss_rec_sfr: 0.2491 (0.2814) loss_cl: -0.2791 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [19:25:59.113279] Epoch: [322] [1060/2904] eta: 0:23:27 lr: 0.001671 loss: 0.1766 (0.1907) loss_rec_all: 0.2027 (0.2167) loss_rec_sfr: 0.2519 (0.2809) loss_cl: -0.2795 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [19:26:14.022870] Epoch: [322] [1080/2904] eta: 0:23:11 lr: 0.001671 loss: 0.1800 (0.1907) loss_rec_all: 0.2064 (0.2166) loss_rec_sfr: 0.2630 (0.2809) loss_cl: -0.2795 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [19:26:28.934498] Epoch: [322] [1100/2904] eta: 0:22:55 lr: 0.001671 loss: 0.1800 (0.1907) loss_rec_all: 0.2062 (0.2166) loss_rec_sfr: 0.2582 (0.2810) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [19:26:43.847911] Epoch: [322] [1120/2904] eta: 0:22:39 lr: 0.001671 loss: 0.1843 (0.1909) loss_rec_all: 0.2101 (0.2168) loss_rec_sfr: 0.2594 (0.2814) loss_cl: -0.2780 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [19:26:58.751880] Epoch: [322] [1140/2904] eta: 0:22:24 lr: 0.001671 loss: 0.1785 (0.1909) loss_rec_all: 0.2045 (0.2168) loss_rec_sfr: 0.2606 (0.2814) loss_cl: -0.2789 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [19:27:13.655344] Epoch: [322] [1160/2904] eta: 0:22:08 lr: 0.001671 loss: 0.1758 (0.1907) loss_rec_all: 0.2019 (0.2167) loss_rec_sfr: 0.2483 (0.2807) loss_cl: -0.2796 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [19:27:28.556692] Epoch: [322] [1180/2904] eta: 0:21:52 lr: 0.001671 loss: 0.1765 (0.1906) loss_rec_all: 0.2031 (0.2165) loss_rec_sfr: 0.2202 (0.2801) loss_cl: -0.2802 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [19:27:43.459990] Epoch: [322] [1200/2904] eta: 0:21:36 lr: 0.001671 loss: 0.1823 (0.1907) loss_rec_all: 0.2086 (0.2166) loss_rec_sfr: 0.2621 (0.2803) loss_cl: -0.2797 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [19:27:58.365211] Epoch: [322] [1220/2904] eta: 0:21:21 lr: 0.001671 loss: 0.1852 (0.1907) loss_rec_all: 0.2112 (0.2166) loss_rec_sfr: 0.2605 (0.2804) loss_cl: -0.2791 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [19:28:13.274171] Epoch: [322] [1240/2904] eta: 0:21:05 lr: 0.001671 loss: 0.1829 (0.1907) loss_rec_all: 0.2090 (0.2166) loss_rec_sfr: 0.2515 (0.2801) loss_cl: -0.2788 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [19:28:28.180812] Epoch: [322] [1260/2904] eta: 0:20:49 lr: 0.001671 loss: 0.1793 (0.1907) loss_rec_all: 0.2053 (0.2166) loss_rec_sfr: 0.2277 (0.2798) loss_cl: -0.2788 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [19:28:43.091018] Epoch: [322] [1280/2904] eta: 0:20:34 lr: 0.001671 loss: 0.1784 (0.1907) loss_rec_all: 0.2047 (0.2166) loss_rec_sfr: 0.2551 (0.2798) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [19:28:58.006877] Epoch: [322] [1300/2904] eta: 0:20:18 lr: 0.001671 loss: 0.1784 (0.1907) loss_rec_all: 0.2043 (0.2166) loss_rec_sfr: 0.2606 (0.2798) loss_cl: -0.2793 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [19:29:12.911788] Epoch: [322] [1320/2904] eta: 0:20:03 lr: 0.001671 loss: 0.1754 (0.1906) loss_rec_all: 0.2017 (0.2165) loss_rec_sfr: 0.2583 (0.2795) loss_cl: -0.2787 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [19:29:27.816921] Epoch: [322] [1340/2904] eta: 0:19:47 lr: 0.001671 loss: 0.1742 (0.1904) loss_rec_all: 0.2009 (0.2163) loss_rec_sfr: 0.2505 (0.2788) loss_cl: -0.2790 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [19:29:42.733379] Epoch: [322] [1360/2904] eta: 0:19:32 lr: 0.001671 loss: 0.1770 (0.1903) loss_rec_all: 0.2036 (0.2162) loss_rec_sfr: 0.2550 (0.2786) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [19:29:57.644421] Epoch: [322] [1380/2904] eta: 0:19:16 lr: 0.001671 loss: 0.1796 (0.1902) loss_rec_all: 0.2057 (0.2161) loss_rec_sfr: 0.2556 (0.2782) loss_cl: -0.2793 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [19:30:12.558776] Epoch: [322] [1400/2904] eta: 0:19:01 lr: 0.001671 loss: 0.1796 (0.1901) loss_rec_all: 0.2058 (0.2161) loss_rec_sfr: 0.2575 (0.2782) loss_cl: -0.2795 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [19:30:27.464285] Epoch: [322] [1420/2904] eta: 0:18:45 lr: 0.001671 loss: 0.1760 (0.1901) loss_rec_all: 0.2025 (0.2161) loss_rec_sfr: 0.2490 (0.2782) loss_cl: -0.2795 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [19:30:42.369113] Epoch: [322] [1440/2904] eta: 0:18:30 lr: 0.001671 loss: 0.1805 (0.1902) loss_rec_all: 0.2066 (0.2161) loss_rec_sfr: 0.2661 (0.2783) loss_cl: -0.2789 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [19:30:57.275776] Epoch: [322] [1460/2904] eta: 0:18:14 lr: 0.001671 loss: 0.1778 (0.1902) loss_rec_all: 0.2035 (0.2162) loss_rec_sfr: 0.2661 (0.2786) loss_cl: -0.2778 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [19:31:12.184699] Epoch: [322] [1480/2904] eta: 0:17:59 lr: 0.001671 loss: 0.1800 (0.1902) loss_rec_all: 0.2062 (0.2162) loss_rec_sfr: 0.2653 (0.2787) loss_cl: -0.2777 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [19:31:27.089544] Epoch: [322] [1500/2904] eta: 0:17:44 lr: 0.001671 loss: 0.1810 (0.1903) loss_rec_all: 0.2074 (0.2162) loss_rec_sfr: 0.2667 (0.2789) loss_cl: -0.2791 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [19:31:41.995534] Epoch: [322] [1520/2904] eta: 0:17:28 lr: 0.001671 loss: 0.1780 (0.1902) loss_rec_all: 0.2041 (0.2162) loss_rec_sfr: 0.2594 (0.2786) loss_cl: -0.2793 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [19:31:56.913993] Epoch: [322] [1540/2904] eta: 0:17:13 lr: 0.001671 loss: 0.1927 (0.1904) loss_rec_all: 0.2188 (0.2163) loss_rec_sfr: 0.2685 (0.2792) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [19:32:11.822305] Epoch: [322] [1560/2904] eta: 0:16:58 lr: 0.001670 loss: 0.1838 (0.1905) loss_rec_all: 0.2100 (0.2164) loss_rec_sfr: 0.2624 (0.2796) loss_cl: -0.2785 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [19:32:26.730781] Epoch: [322] [1580/2904] eta: 0:16:42 lr: 0.001670 loss: 0.1793 (0.1905) loss_rec_all: 0.2052 (0.2165) loss_rec_sfr: 0.2668 (0.2797) loss_cl: -0.2791 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [19:32:41.653972] Epoch: [322] [1600/2904] eta: 0:16:27 lr: 0.001670 loss: 0.1786 (0.1905) loss_rec_all: 0.2051 (0.2164) loss_rec_sfr: 0.2597 (0.2795) loss_cl: -0.2793 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [19:32:56.567961] Epoch: [322] [1620/2904] eta: 0:16:12 lr: 0.001670 loss: 0.1768 (0.1904) loss_rec_all: 0.2033 (0.2164) loss_rec_sfr: 0.2522 (0.2792) loss_cl: -0.2797 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [19:33:11.477712] Epoch: [322] [1640/2904] eta: 0:15:56 lr: 0.001670 loss: 0.1836 (0.1905) loss_rec_all: 0.2095 (0.2164) loss_rec_sfr: 0.2602 (0.2792) loss_cl: -0.2790 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [19:33:26.393203] Epoch: [322] [1660/2904] eta: 0:15:41 lr: 0.001670 loss: 0.1776 (0.1904) loss_rec_all: 0.2038 (0.2163) loss_rec_sfr: 0.2535 (0.2790) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [19:33:41.305658] Epoch: [322] [1680/2904] eta: 0:15:26 lr: 0.001670 loss: 0.1779 (0.1903) loss_rec_all: 0.2041 (0.2162) loss_rec_sfr: 0.2527 (0.2787) loss_cl: -0.2782 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [19:33:56.212860] Epoch: [322] [1700/2904] eta: 0:15:10 lr: 0.001670 loss: 0.1824 (0.1903) loss_rec_all: 0.2086 (0.2162) loss_rec_sfr: 0.2520 (0.2786) loss_cl: -0.2787 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [19:34:11.123212] Epoch: [322] [1720/2904] eta: 0:14:55 lr: 0.001670 loss: 0.1802 (0.1903) loss_rec_all: 0.2064 (0.2162) loss_rec_sfr: 0.2608 (0.2785) loss_cl: -0.2792 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [19:34:26.033079] Epoch: [322] [1740/2904] eta: 0:14:40 lr: 0.001670 loss: 0.1812 (0.1903) loss_rec_all: 0.2071 (0.2163) loss_rec_sfr: 0.2592 (0.2786) loss_cl: -0.2792 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [19:34:40.941556] Epoch: [322] [1760/2904] eta: 0:14:25 lr: 0.001670 loss: 0.1775 (0.1903) loss_rec_all: 0.2035 (0.2162) loss_rec_sfr: 0.2679 (0.2786) loss_cl: -0.2794 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [19:34:55.853654] Epoch: [322] [1780/2904] eta: 0:14:09 lr: 0.001670 loss: 0.1793 (0.1902) loss_rec_all: 0.2055 (0.2161) loss_rec_sfr: 0.2673 (0.2785) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [19:35:10.769365] Epoch: [322] [1800/2904] eta: 0:13:54 lr: 0.001670 loss: 0.1856 (0.1903) loss_rec_all: 0.2114 (0.2163) loss_rec_sfr: 0.2606 (0.2790) loss_cl: -0.2780 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [19:35:25.690669] Epoch: [322] [1820/2904] eta: 0:13:39 lr: 0.001670 loss: 0.1793 (0.1904) loss_rec_all: 0.2054 (0.2163) loss_rec_sfr: 0.2629 (0.2791) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [19:35:40.629060] Epoch: [322] [1840/2904] eta: 0:13:24 lr: 0.001670 loss: 0.1804 (0.1904) loss_rec_all: 0.2066 (0.2163) loss_rec_sfr: 0.2569 (0.2791) loss_cl: -0.2794 (-0.2788) time: 0.7469 data: 0.0002 max mem: 29860 [19:35:55.554911] Epoch: [322] [1860/2904] eta: 0:13:08 lr: 0.001670 loss: 0.1831 (0.1904) loss_rec_all: 0.2092 (0.2163) loss_rec_sfr: 0.2589 (0.2792) loss_cl: -0.2798 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [19:36:10.479553] Epoch: [322] [1880/2904] eta: 0:12:53 lr: 0.001670 loss: 0.1816 (0.1904) loss_rec_all: 0.2080 (0.2163) loss_rec_sfr: 0.2270 (0.2790) loss_cl: -0.2792 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [19:36:25.409539] Epoch: [322] [1900/2904] eta: 0:12:38 lr: 0.001670 loss: 0.1787 (0.1904) loss_rec_all: 0.2052 (0.2163) loss_rec_sfr: 0.2343 (0.2788) loss_cl: -0.2790 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [19:36:40.359722] Epoch: [322] [1920/2904] eta: 0:12:23 lr: 0.001670 loss: 0.1775 (0.1903) loss_rec_all: 0.2035 (0.2162) loss_rec_sfr: 0.2553 (0.2785) loss_cl: -0.2793 (-0.2788) time: 0.7475 data: 0.0002 max mem: 29860 [19:36:55.296366] Epoch: [322] [1940/2904] eta: 0:12:08 lr: 0.001670 loss: 0.1796 (0.1903) loss_rec_all: 0.2058 (0.2162) loss_rec_sfr: 0.2618 (0.2784) loss_cl: -0.2785 (-0.2788) time: 0.7468 data: 0.0003 max mem: 29860 [19:37:10.233132] Epoch: [322] [1960/2904] eta: 0:11:52 lr: 0.001670 loss: 0.1851 (0.1903) loss_rec_all: 0.2117 (0.2163) loss_rec_sfr: 0.2692 (0.2786) loss_cl: -0.2784 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [19:37:25.177996] Epoch: [322] [1980/2904] eta: 0:11:37 lr: 0.001670 loss: 0.1829 (0.1904) loss_rec_all: 0.2087 (0.2163) loss_rec_sfr: 0.2595 (0.2787) loss_cl: -0.2784 (-0.2788) time: 0.7472 data: 0.0002 max mem: 29860 [19:37:40.091973] Epoch: [322] [2000/2904] eta: 0:11:22 lr: 0.001670 loss: 0.1850 (0.1905) loss_rec_all: 0.2112 (0.2164) loss_rec_sfr: 0.2583 (0.2791) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [19:37:55.006921] Epoch: [322] [2020/2904] eta: 0:11:07 lr: 0.001670 loss: 0.1803 (0.1905) loss_rec_all: 0.2062 (0.2164) loss_rec_sfr: 0.2644 (0.2791) loss_cl: -0.2778 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [19:38:09.921765] Epoch: [322] [2040/2904] eta: 0:10:52 lr: 0.001670 loss: 0.1828 (0.1905) loss_rec_all: 0.2087 (0.2165) loss_rec_sfr: 0.2687 (0.2793) loss_cl: -0.2784 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [19:38:24.828457] Epoch: [322] [2060/2904] eta: 0:10:36 lr: 0.001670 loss: 0.1802 (0.1905) loss_rec_all: 0.2065 (0.2164) loss_rec_sfr: 0.2613 (0.2791) loss_cl: -0.2790 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [19:38:39.737839] Epoch: [322] [2080/2904] eta: 0:10:21 lr: 0.001670 loss: 0.1769 (0.1904) loss_rec_all: 0.2030 (0.2163) loss_rec_sfr: 0.2249 (0.2788) loss_cl: -0.2792 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [19:38:54.649142] Epoch: [322] [2100/2904] eta: 0:10:06 lr: 0.001670 loss: 0.1825 (0.1904) loss_rec_all: 0.2086 (0.2163) loss_rec_sfr: 0.2255 (0.2786) loss_cl: -0.2797 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [19:39:09.558727] Epoch: [322] [2120/2904] eta: 0:09:51 lr: 0.001670 loss: 0.1784 (0.1903) loss_rec_all: 0.2049 (0.2163) loss_rec_sfr: 0.2178 (0.2782) loss_cl: -0.2792 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [19:39:24.465501] Epoch: [322] [2140/2904] eta: 0:09:36 lr: 0.001670 loss: 0.1821 (0.1903) loss_rec_all: 0.2083 (0.2162) loss_rec_sfr: 0.2584 (0.2781) loss_cl: -0.2790 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [19:39:39.373813] Epoch: [322] [2160/2904] eta: 0:09:21 lr: 0.001670 loss: 0.1802 (0.1903) loss_rec_all: 0.2065 (0.2162) loss_rec_sfr: 0.2630 (0.2782) loss_cl: -0.2784 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [19:39:54.276647] Epoch: [322] [2180/2904] eta: 0:09:06 lr: 0.001670 loss: 0.1834 (0.1904) loss_rec_all: 0.2094 (0.2163) loss_rec_sfr: 0.2577 (0.2784) loss_cl: -0.2782 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [19:40:09.187453] Epoch: [322] [2200/2904] eta: 0:08:50 lr: 0.001669 loss: 0.1778 (0.1904) loss_rec_all: 0.2039 (0.2163) loss_rec_sfr: 0.2628 (0.2785) loss_cl: -0.2792 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [19:40:24.104462] Epoch: [322] [2220/2904] eta: 0:08:35 lr: 0.001669 loss: 0.1782 (0.1904) loss_rec_all: 0.2047 (0.2163) loss_rec_sfr: 0.2676 (0.2786) loss_cl: -0.2799 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [19:40:39.015792] Epoch: [322] [2240/2904] eta: 0:08:20 lr: 0.001669 loss: 0.1850 (0.1904) loss_rec_all: 0.2114 (0.2164) loss_rec_sfr: 0.2641 (0.2787) loss_cl: -0.2793 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [19:40:53.931061] Epoch: [322] [2260/2904] eta: 0:08:05 lr: 0.001669 loss: 0.1855 (0.1905) loss_rec_all: 0.2113 (0.2164) loss_rec_sfr: 0.2733 (0.2790) loss_cl: -0.2778 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [19:41:08.844164] Epoch: [322] [2280/2904] eta: 0:07:50 lr: 0.001669 loss: 0.1802 (0.1905) loss_rec_all: 0.2061 (0.2164) loss_rec_sfr: 0.2642 (0.2790) loss_cl: -0.2784 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [19:41:23.751853] Epoch: [322] [2300/2904] eta: 0:07:35 lr: 0.001669 loss: 0.1870 (0.1905) loss_rec_all: 0.2131 (0.2164) loss_rec_sfr: 0.2655 (0.2791) loss_cl: -0.2793 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [19:41:38.666655] Epoch: [322] [2320/2904] eta: 0:07:20 lr: 0.001669 loss: 0.1860 (0.1906) loss_rec_all: 0.2119 (0.2165) loss_rec_sfr: 0.2695 (0.2794) loss_cl: -0.2796 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [19:41:53.580338] Epoch: [322] [2340/2904] eta: 0:07:05 lr: 0.001669 loss: 0.1792 (0.1906) loss_rec_all: 0.2058 (0.2165) loss_rec_sfr: 0.2626 (0.2796) loss_cl: -0.2797 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [19:42:08.493151] Epoch: [322] [2360/2904] eta: 0:06:49 lr: 0.001669 loss: 0.1852 (0.1907) loss_rec_all: 0.2114 (0.2166) loss_rec_sfr: 0.2651 (0.2799) loss_cl: -0.2795 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [19:42:23.408440] Epoch: [322] [2380/2904] eta: 0:06:34 lr: 0.001669 loss: 0.1797 (0.1906) loss_rec_all: 0.2055 (0.2166) loss_rec_sfr: 0.2604 (0.2798) loss_cl: -0.2779 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [19:42:38.324733] Epoch: [322] [2400/2904] eta: 0:06:19 lr: 0.001669 loss: 0.1806 (0.1906) loss_rec_all: 0.2068 (0.2166) loss_rec_sfr: 0.2259 (0.2797) loss_cl: -0.2779 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [19:42:53.232782] Epoch: [322] [2420/2904] eta: 0:06:04 lr: 0.001669 loss: 0.1758 (0.1906) loss_rec_all: 0.2024 (0.2165) loss_rec_sfr: 0.2643 (0.2796) loss_cl: -0.2793 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [19:43:08.143284] Epoch: [322] [2440/2904] eta: 0:05:49 lr: 0.001669 loss: 0.1805 (0.1906) loss_rec_all: 0.2066 (0.2166) loss_rec_sfr: 0.2633 (0.2798) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [19:43:23.054496] Epoch: [322] [2460/2904] eta: 0:05:34 lr: 0.001669 loss: 0.1792 (0.1906) loss_rec_all: 0.2054 (0.2165) loss_rec_sfr: 0.2469 (0.2796) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [19:43:37.967614] Epoch: [322] [2480/2904] eta: 0:05:19 lr: 0.001669 loss: 0.1797 (0.1906) loss_rec_all: 0.2061 (0.2165) loss_rec_sfr: 0.2580 (0.2794) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [19:43:52.879948] Epoch: [322] [2500/2904] eta: 0:05:04 lr: 0.001669 loss: 0.1819 (0.1906) loss_rec_all: 0.2080 (0.2165) loss_rec_sfr: 0.2541 (0.2795) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [19:44:07.792578] Epoch: [322] [2520/2904] eta: 0:04:49 lr: 0.001669 loss: 0.1804 (0.1907) loss_rec_all: 0.2067 (0.2166) loss_rec_sfr: 0.2666 (0.2796) loss_cl: -0.2793 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [19:44:22.699761] Epoch: [322] [2540/2904] eta: 0:04:34 lr: 0.001669 loss: 0.1759 (0.1906) loss_rec_all: 0.2023 (0.2166) loss_rec_sfr: 0.2606 (0.2796) loss_cl: -0.2791 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [19:44:37.613508] Epoch: [322] [2560/2904] eta: 0:04:18 lr: 0.001669 loss: 0.1799 (0.1906) loss_rec_all: 0.2058 (0.2165) loss_rec_sfr: 0.2468 (0.2793) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [19:44:52.519905] Epoch: [322] [2580/2904] eta: 0:04:03 lr: 0.001669 loss: 0.1842 (0.1906) loss_rec_all: 0.2102 (0.2165) loss_rec_sfr: 0.2576 (0.2792) loss_cl: -0.2791 (-0.2788) time: 0.7452 data: 0.0003 max mem: 29860 [19:45:07.433409] Epoch: [322] [2600/2904] eta: 0:03:48 lr: 0.001669 loss: 0.1840 (0.1906) loss_rec_all: 0.2101 (0.2165) loss_rec_sfr: 0.2758 (0.2794) loss_cl: -0.2795 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [19:45:22.345999] Epoch: [322] [2620/2904] eta: 0:03:33 lr: 0.001669 loss: 0.1816 (0.1906) loss_rec_all: 0.2076 (0.2165) loss_rec_sfr: 0.2605 (0.2793) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [19:45:37.262154] Epoch: [322] [2640/2904] eta: 0:03:18 lr: 0.001669 loss: 0.1785 (0.1906) loss_rec_all: 0.2047 (0.2165) loss_rec_sfr: 0.2683 (0.2794) loss_cl: -0.2780 (-0.2788) time: 0.7458 data: 0.0004 max mem: 29860 [19:45:52.178833] Epoch: [322] [2660/2904] eta: 0:03:03 lr: 0.001669 loss: 0.1835 (0.1906) loss_rec_all: 0.2094 (0.2165) loss_rec_sfr: 0.2632 (0.2794) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [19:46:07.092054] Epoch: [322] [2680/2904] eta: 0:02:48 lr: 0.001669 loss: 0.1850 (0.1906) loss_rec_all: 0.2112 (0.2166) loss_rec_sfr: 0.2609 (0.2796) loss_cl: -0.2796 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [19:46:22.004489] Epoch: [322] [2700/2904] eta: 0:02:33 lr: 0.001669 loss: 0.1809 (0.1906) loss_rec_all: 0.2074 (0.2166) loss_rec_sfr: 0.2526 (0.2795) loss_cl: -0.2793 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [19:46:36.915617] Epoch: [322] [2720/2904] eta: 0:02:18 lr: 0.001669 loss: 0.1850 (0.1907) loss_rec_all: 0.2109 (0.2166) loss_rec_sfr: 0.2642 (0.2796) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [19:46:51.826872] Epoch: [322] [2740/2904] eta: 0:02:03 lr: 0.001669 loss: 0.1786 (0.1906) loss_rec_all: 0.2050 (0.2166) loss_rec_sfr: 0.2595 (0.2795) loss_cl: -0.2785 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [19:47:06.731787] Epoch: [322] [2760/2904] eta: 0:01:48 lr: 0.001669 loss: 0.1786 (0.1906) loss_rec_all: 0.2045 (0.2165) loss_rec_sfr: 0.2665 (0.2795) loss_cl: -0.2783 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [19:47:21.642652] Epoch: [322] [2780/2904] eta: 0:01:33 lr: 0.001669 loss: 0.1785 (0.1906) loss_rec_all: 0.2047 (0.2165) loss_rec_sfr: 0.2582 (0.2794) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [19:47:36.548009] Epoch: [322] [2800/2904] eta: 0:01:18 lr: 0.001669 loss: 0.1836 (0.1906) loss_rec_all: 0.2101 (0.2165) loss_rec_sfr: 0.2664 (0.2795) loss_cl: -0.2796 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [19:47:51.454132] Epoch: [322] [2820/2904] eta: 0:01:03 lr: 0.001669 loss: 0.1766 (0.1905) loss_rec_all: 0.2027 (0.2165) loss_rec_sfr: 0.2595 (0.2793) loss_cl: -0.2799 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [19:48:06.399654] Epoch: [322] [2840/2904] eta: 0:00:48 lr: 0.001668 loss: 0.1769 (0.1905) loss_rec_all: 0.2031 (0.2164) loss_rec_sfr: 0.2217 (0.2790) loss_cl: -0.2785 (-0.2788) time: 0.7472 data: 0.0030 max mem: 29860 [19:48:21.292694] Epoch: [322] [2860/2904] eta: 0:00:33 lr: 0.001668 loss: 0.1882 (0.1905) loss_rec_all: 0.2142 (0.2164) loss_rec_sfr: 0.2691 (0.2791) loss_cl: -0.2788 (-0.2788) time: 0.7446 data: 0.0001 max mem: 29860 [19:48:36.181014] Epoch: [322] [2880/2904] eta: 0:00:18 lr: 0.001668 loss: 0.1802 (0.1905) loss_rec_all: 0.2065 (0.2164) loss_rec_sfr: 0.2574 (0.2791) loss_cl: -0.2783 (-0.2788) time: 0.7444 data: 0.0001 max mem: 29860 [19:48:51.077173] Epoch: [322] [2900/2904] eta: 0:00:03 lr: 0.001668 loss: 0.1863 (0.1906) loss_rec_all: 0.2124 (0.2165) loss_rec_sfr: 0.2625 (0.2794) loss_cl: -0.2787 (-0.2788) time: 0.7448 data: 0.0002 max mem: 29860 [19:48:53.317010] Epoch: [322] [2903/2904] eta: 0:00:00 lr: 0.001668 loss: 0.1863 (0.1906) loss_rec_all: 0.2124 (0.2165) loss_rec_sfr: 0.2650 (0.2794) loss_cl: -0.2787 (-0.2788) time: 0.7446 data: 0.0001 max mem: 29860 [19:48:55.581660] Epoch: [322] Total time: 0:36:26 (0.7528 s / it) [19:48:55.586206] Averaged stats: lr: 0.001668 loss: 0.1863 (0.1926) loss_rec_all: 0.2124 (0.2162) loss_rec_sfr: 0.2650 (0.2781) loss_cl: -0.2787 (-0.2556) [19:48:55.591676] log_dir: ./checkpoint/VF2_ViT-B [19:49:14.116522] Epoch: [323] [ 0/2904] eta: 14:56:30 lr: 0.001668 loss: 0.1739 (0.1739) loss_rec_all: 0.2000 (0.2000) loss_rec_sfr: 0.2581 (0.2581) loss_cl: -0.2791 (-0.2791) time: 18.5228 data: 15.3884 max mem: 29860 [19:49:30.122331] Epoch: [323] [ 20/2904] eta: 1:19:01 lr: 0.001668 loss: 0.1795 (0.1917) loss_rec_all: 0.2056 (0.2176) loss_rec_sfr: 0.2608 (0.2847) loss_cl: -0.2792 (-0.2789) time: 0.8002 data: 0.0003 max mem: 29860 [19:49:45.001827] Epoch: [323] [ 40/2904] eta: 0:57:31 lr: 0.001668 loss: 0.1777 (0.1931) loss_rec_all: 0.2038 (0.2190) loss_rec_sfr: 0.2639 (0.2898) loss_cl: -0.2792 (-0.2790) time: 0.7439 data: 0.0003 max mem: 29860 [19:49:59.889228] Epoch: [323] [ 60/2904] eta: 0:49:57 lr: 0.001668 loss: 0.1787 (0.1923) loss_rec_all: 0.2050 (0.2182) loss_rec_sfr: 0.2640 (0.2894) loss_cl: -0.2795 (-0.2791) time: 0.7443 data: 0.0003 max mem: 29860 [19:50:14.779427] Epoch: [323] [ 80/2904] eta: 0:46:00 lr: 0.001668 loss: 0.1764 (0.1896) loss_rec_all: 0.2028 (0.2156) loss_rec_sfr: 0.2574 (0.2806) loss_cl: -0.2791 (-0.2791) time: 0.7445 data: 0.0004 max mem: 29860 [19:50:29.697692] Epoch: [323] [ 100/2904] eta: 0:43:32 lr: 0.001668 loss: 0.1790 (0.1888) loss_rec_all: 0.2049 (0.2148) loss_rec_sfr: 0.2656 (0.2785) loss_cl: -0.2790 (-0.2791) time: 0.7459 data: 0.0003 max mem: 29860 [19:50:44.629101] Epoch: [323] [ 120/2904] eta: 0:41:48 lr: 0.001668 loss: 0.1798 (0.1900) loss_rec_all: 0.2062 (0.2159) loss_rec_sfr: 0.2261 (0.2795) loss_cl: -0.2787 (-0.2791) time: 0.7465 data: 0.0002 max mem: 29860 [19:50:59.565218] Epoch: [323] [ 140/2904] eta: 0:40:30 lr: 0.001668 loss: 0.1832 (0.1907) loss_rec_all: 0.2095 (0.2167) loss_rec_sfr: 0.2546 (0.2805) loss_cl: -0.2786 (-0.2790) time: 0.7468 data: 0.0003 max mem: 29860 [19:51:14.492561] Epoch: [323] [ 160/2904] eta: 0:39:27 lr: 0.001668 loss: 0.1801 (0.1901) loss_rec_all: 0.2060 (0.2161) loss_rec_sfr: 0.2567 (0.2781) loss_cl: -0.2787 (-0.2789) time: 0.7463 data: 0.0003 max mem: 29860 [19:51:29.425421] Epoch: [323] [ 180/2904] eta: 0:38:34 lr: 0.001668 loss: 0.1812 (0.1902) loss_rec_all: 0.2077 (0.2161) loss_rec_sfr: 0.2636 (0.2781) loss_cl: -0.2792 (-0.2790) time: 0.7466 data: 0.0003 max mem: 29860 [19:51:44.361400] Epoch: [323] [ 200/2904] eta: 0:37:50 lr: 0.001668 loss: 0.1766 (0.1896) loss_rec_all: 0.2030 (0.2156) loss_rec_sfr: 0.2160 (0.2752) loss_cl: -0.2795 (-0.2790) time: 0.7468 data: 0.0002 max mem: 29860 [19:51:59.298834] Epoch: [323] [ 220/2904] eta: 0:37:10 lr: 0.001668 loss: 0.1823 (0.1904) loss_rec_all: 0.2081 (0.2164) loss_rec_sfr: 0.2678 (0.2787) loss_cl: -0.2781 (-0.2790) time: 0.7468 data: 0.0002 max mem: 29860 [19:52:14.235862] Epoch: [323] [ 240/2904] eta: 0:36:35 lr: 0.001668 loss: 0.1781 (0.1904) loss_rec_all: 0.2043 (0.2163) loss_rec_sfr: 0.2684 (0.2794) loss_cl: -0.2787 (-0.2789) time: 0.7468 data: 0.0004 max mem: 29860 [19:52:29.179217] Epoch: [323] [ 260/2904] eta: 0:36:03 lr: 0.001668 loss: 0.1816 (0.1900) loss_rec_all: 0.2079 (0.2160) loss_rec_sfr: 0.2593 (0.2781) loss_cl: -0.2792 (-0.2789) time: 0.7471 data: 0.0004 max mem: 29860 [19:52:44.113004] Epoch: [323] [ 280/2904] eta: 0:35:33 lr: 0.001668 loss: 0.1817 (0.1900) loss_rec_all: 0.2078 (0.2159) loss_rec_sfr: 0.2633 (0.2779) loss_cl: -0.2786 (-0.2789) time: 0.7466 data: 0.0002 max mem: 29860 [19:52:59.088659] Epoch: [323] [ 300/2904] eta: 0:35:06 lr: 0.001668 loss: 0.1797 (0.1901) loss_rec_all: 0.2062 (0.2161) loss_rec_sfr: 0.2599 (0.2780) loss_cl: -0.2795 (-0.2790) time: 0.7487 data: 0.0002 max mem: 29860 [19:53:14.011022] Epoch: [323] [ 320/2904] eta: 0:34:40 lr: 0.001668 loss: 0.1777 (0.1898) loss_rec_all: 0.2040 (0.2157) loss_rec_sfr: 0.2510 (0.2769) loss_cl: -0.2793 (-0.2790) time: 0.7461 data: 0.0002 max mem: 29860 [19:53:28.934747] Epoch: [323] [ 340/2904] eta: 0:34:15 lr: 0.001668 loss: 0.1780 (0.1897) loss_rec_all: 0.2046 (0.2157) loss_rec_sfr: 0.2398 (0.2766) loss_cl: -0.2791 (-0.2790) time: 0.7461 data: 0.0003 max mem: 29860 [19:53:43.866606] Epoch: [323] [ 360/2904] eta: 0:33:51 lr: 0.001668 loss: 0.1797 (0.1901) loss_rec_all: 0.2060 (0.2160) loss_rec_sfr: 0.2616 (0.2774) loss_cl: -0.2788 (-0.2790) time: 0.7465 data: 0.0003 max mem: 29860 [19:53:58.789761] Epoch: [323] [ 380/2904] eta: 0:33:28 lr: 0.001668 loss: 0.1799 (0.1902) loss_rec_all: 0.2060 (0.2161) loss_rec_sfr: 0.2642 (0.2782) loss_cl: -0.2783 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [19:54:13.717951] Epoch: [323] [ 400/2904] eta: 0:33:06 lr: 0.001668 loss: 0.1793 (0.1900) loss_rec_all: 0.2057 (0.2160) loss_rec_sfr: 0.2490 (0.2779) loss_cl: -0.2788 (-0.2789) time: 0.7464 data: 0.0003 max mem: 29860 [19:54:28.654128] Epoch: [323] [ 420/2904] eta: 0:32:45 lr: 0.001668 loss: 0.1787 (0.1904) loss_rec_all: 0.2049 (0.2164) loss_rec_sfr: 0.2655 (0.2793) loss_cl: -0.2789 (-0.2789) time: 0.7467 data: 0.0003 max mem: 29860 [19:54:43.572029] Epoch: [323] [ 440/2904] eta: 0:32:24 lr: 0.001668 loss: 0.1817 (0.1903) loss_rec_all: 0.2079 (0.2162) loss_rec_sfr: 0.2586 (0.2788) loss_cl: -0.2794 (-0.2789) time: 0.7459 data: 0.0003 max mem: 29860 [19:54:58.494308] Epoch: [323] [ 460/2904] eta: 0:32:03 lr: 0.001668 loss: 0.1800 (0.1902) loss_rec_all: 0.2060 (0.2162) loss_rec_sfr: 0.2594 (0.2785) loss_cl: -0.2793 (-0.2790) time: 0.7461 data: 0.0002 max mem: 29860 [19:55:13.414071] Epoch: [323] [ 480/2904] eta: 0:31:43 lr: 0.001668 loss: 0.1791 (0.1901) loss_rec_all: 0.2051 (0.2161) loss_rec_sfr: 0.2616 (0.2783) loss_cl: -0.2792 (-0.2790) time: 0.7459 data: 0.0002 max mem: 29860 [19:55:28.328434] Epoch: [323] [ 500/2904] eta: 0:31:24 lr: 0.001668 loss: 0.1775 (0.1899) loss_rec_all: 0.2036 (0.2159) loss_rec_sfr: 0.2598 (0.2779) loss_cl: -0.2786 (-0.2790) time: 0.7457 data: 0.0002 max mem: 29860 [19:55:43.250409] Epoch: [323] [ 520/2904] eta: 0:31:05 lr: 0.001668 loss: 0.1801 (0.1899) loss_rec_all: 0.2065 (0.2158) loss_rec_sfr: 0.2576 (0.2779) loss_cl: -0.2784 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [19:55:58.167555] Epoch: [323] [ 540/2904] eta: 0:30:46 lr: 0.001668 loss: 0.1787 (0.1899) loss_rec_all: 0.2050 (0.2158) loss_rec_sfr: 0.2549 (0.2775) loss_cl: -0.2781 (-0.2789) time: 0.7458 data: 0.0003 max mem: 29860 [19:56:13.092461] Epoch: [323] [ 560/2904] eta: 0:30:27 lr: 0.001667 loss: 0.1792 (0.1898) loss_rec_all: 0.2056 (0.2158) loss_rec_sfr: 0.2600 (0.2770) loss_cl: -0.2781 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [19:56:28.010347] Epoch: [323] [ 580/2904] eta: 0:30:09 lr: 0.001667 loss: 0.1801 (0.1900) loss_rec_all: 0.2061 (0.2159) loss_rec_sfr: 0.2631 (0.2774) loss_cl: -0.2786 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [19:56:42.929682] Epoch: [323] [ 600/2904] eta: 0:29:51 lr: 0.001667 loss: 0.1771 (0.1898) loss_rec_all: 0.2037 (0.2157) loss_rec_sfr: 0.2542 (0.2769) loss_cl: -0.2786 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [19:56:57.851494] Epoch: [323] [ 620/2904] eta: 0:29:33 lr: 0.001667 loss: 0.1851 (0.1900) loss_rec_all: 0.2112 (0.2160) loss_rec_sfr: 0.2598 (0.2777) loss_cl: -0.2794 (-0.2789) time: 0.7461 data: 0.0003 max mem: 29860 [19:57:12.781008] Epoch: [323] [ 640/2904] eta: 0:29:15 lr: 0.001667 loss: 0.1840 (0.1904) loss_rec_all: 0.2101 (0.2164) loss_rec_sfr: 0.2728 (0.2792) loss_cl: -0.2803 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [19:57:27.704453] Epoch: [323] [ 660/2904] eta: 0:28:58 lr: 0.001667 loss: 0.1835 (0.1903) loss_rec_all: 0.2094 (0.2163) loss_rec_sfr: 0.2579 (0.2785) loss_cl: -0.2789 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [19:57:42.640945] Epoch: [323] [ 680/2904] eta: 0:28:41 lr: 0.001667 loss: 0.1916 (0.1907) loss_rec_all: 0.2178 (0.2166) loss_rec_sfr: 0.2636 (0.2795) loss_cl: -0.2794 (-0.2789) time: 0.7468 data: 0.0002 max mem: 29860 [19:57:57.571548] Epoch: [323] [ 700/2904] eta: 0:28:23 lr: 0.001667 loss: 0.1829 (0.1906) loss_rec_all: 0.2091 (0.2165) loss_rec_sfr: 0.2513 (0.2791) loss_cl: -0.2787 (-0.2789) time: 0.7465 data: 0.0003 max mem: 29860 [19:58:12.494101] Epoch: [323] [ 720/2904] eta: 0:28:06 lr: 0.001667 loss: 0.1783 (0.1903) loss_rec_all: 0.2042 (0.2162) loss_rec_sfr: 0.2601 (0.2782) loss_cl: -0.2789 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [19:58:27.405240] Epoch: [323] [ 740/2904] eta: 0:27:49 lr: 0.001667 loss: 0.1798 (0.1903) loss_rec_all: 0.2057 (0.2163) loss_rec_sfr: 0.2548 (0.2782) loss_cl: -0.2784 (-0.2789) time: 0.7455 data: 0.0003 max mem: 29860 [19:58:42.316769] Epoch: [323] [ 760/2904] eta: 0:27:32 lr: 0.001667 loss: 0.1825 (0.1906) loss_rec_all: 0.2084 (0.2165) loss_rec_sfr: 0.2721 (0.2793) loss_cl: -0.2783 (-0.2789) time: 0.7455 data: 0.0003 max mem: 29860 [19:58:57.252161] Epoch: [323] [ 780/2904] eta: 0:27:16 lr: 0.001667 loss: 0.1795 (0.1906) loss_rec_all: 0.2060 (0.2165) loss_rec_sfr: 0.2571 (0.2796) loss_cl: -0.2789 (-0.2789) time: 0.7467 data: 0.0003 max mem: 29860 [19:59:12.175836] Epoch: [323] [ 800/2904] eta: 0:26:59 lr: 0.001667 loss: 0.1795 (0.1908) loss_rec_all: 0.2056 (0.2167) loss_rec_sfr: 0.2634 (0.2803) loss_cl: -0.2791 (-0.2789) time: 0.7461 data: 0.0003 max mem: 29860 [19:59:27.102124] Epoch: [323] [ 820/2904] eta: 0:26:42 lr: 0.001667 loss: 0.1786 (0.1905) loss_rec_all: 0.2047 (0.2164) loss_rec_sfr: 0.2633 (0.2797) loss_cl: -0.2778 (-0.2789) time: 0.7463 data: 0.0003 max mem: 29860 [19:59:42.013398] Epoch: [323] [ 840/2904] eta: 0:26:26 lr: 0.001667 loss: 0.1869 (0.1907) loss_rec_all: 0.2131 (0.2166) loss_rec_sfr: 0.2583 (0.2801) loss_cl: -0.2788 (-0.2789) time: 0.7455 data: 0.0003 max mem: 29860 [19:59:56.919046] Epoch: [323] [ 860/2904] eta: 0:26:09 lr: 0.001667 loss: 0.1817 (0.1909) loss_rec_all: 0.2074 (0.2168) loss_rec_sfr: 0.2610 (0.2807) loss_cl: -0.2785 (-0.2789) time: 0.7452 data: 0.0004 max mem: 29860 [20:00:11.824222] Epoch: [323] [ 880/2904] eta: 0:25:53 lr: 0.001667 loss: 0.1825 (0.1908) loss_rec_all: 0.2086 (0.2168) loss_rec_sfr: 0.2476 (0.2802) loss_cl: -0.2797 (-0.2789) time: 0.7452 data: 0.0003 max mem: 29860 [20:00:26.733260] Epoch: [323] [ 900/2904] eta: 0:25:37 lr: 0.001667 loss: 0.1824 (0.1910) loss_rec_all: 0.2082 (0.2169) loss_rec_sfr: 0.2600 (0.2808) loss_cl: -0.2784 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [20:00:41.647130] Epoch: [323] [ 920/2904] eta: 0:25:20 lr: 0.001667 loss: 0.1769 (0.1910) loss_rec_all: 0.2036 (0.2169) loss_rec_sfr: 0.2630 (0.2808) loss_cl: -0.2791 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [20:00:56.555670] Epoch: [323] [ 940/2904] eta: 0:25:04 lr: 0.001667 loss: 0.1810 (0.1910) loss_rec_all: 0.2073 (0.2169) loss_rec_sfr: 0.2607 (0.2811) loss_cl: -0.2797 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [20:01:11.466635] Epoch: [323] [ 960/2904] eta: 0:24:48 lr: 0.001667 loss: 0.1797 (0.1911) loss_rec_all: 0.2057 (0.2170) loss_rec_sfr: 0.2711 (0.2815) loss_cl: -0.2794 (-0.2789) time: 0.7455 data: 0.0003 max mem: 29860 [20:01:26.375589] Epoch: [323] [ 980/2904] eta: 0:24:32 lr: 0.001667 loss: 0.1770 (0.1910) loss_rec_all: 0.2031 (0.2169) loss_rec_sfr: 0.2663 (0.2815) loss_cl: -0.2783 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [20:01:41.284483] Epoch: [323] [1000/2904] eta: 0:24:16 lr: 0.001667 loss: 0.1781 (0.1909) loss_rec_all: 0.2039 (0.2168) loss_rec_sfr: 0.2565 (0.2811) loss_cl: -0.2784 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [20:01:56.191965] Epoch: [323] [1020/2904] eta: 0:24:00 lr: 0.001667 loss: 0.1847 (0.1910) loss_rec_all: 0.2104 (0.2169) loss_rec_sfr: 0.2643 (0.2814) loss_cl: -0.2779 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [20:02:11.110885] Epoch: [323] [1040/2904] eta: 0:23:44 lr: 0.001667 loss: 0.1769 (0.1909) loss_rec_all: 0.2029 (0.2169) loss_rec_sfr: 0.2562 (0.2812) loss_cl: -0.2791 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [20:02:26.018948] Epoch: [323] [1060/2904] eta: 0:23:28 lr: 0.001667 loss: 0.1786 (0.1910) loss_rec_all: 0.2049 (0.2169) loss_rec_sfr: 0.2443 (0.2812) loss_cl: -0.2799 (-0.2789) time: 0.7454 data: 0.0003 max mem: 29860 [20:02:40.925141] Epoch: [323] [1080/2904] eta: 0:23:12 lr: 0.001667 loss: 0.1850 (0.1910) loss_rec_all: 0.2113 (0.2170) loss_rec_sfr: 0.2607 (0.2814) loss_cl: -0.2793 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [20:02:55.827770] Epoch: [323] [1100/2904] eta: 0:22:56 lr: 0.001667 loss: 0.1817 (0.1911) loss_rec_all: 0.2076 (0.2170) loss_rec_sfr: 0.2671 (0.2818) loss_cl: -0.2787 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [20:03:10.735523] Epoch: [323] [1120/2904] eta: 0:22:40 lr: 0.001667 loss: 0.1788 (0.1909) loss_rec_all: 0.2054 (0.2168) loss_rec_sfr: 0.2564 (0.2810) loss_cl: -0.2786 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [20:03:25.642619] Epoch: [323] [1140/2904] eta: 0:22:25 lr: 0.001667 loss: 0.1832 (0.1909) loss_rec_all: 0.2094 (0.2168) loss_rec_sfr: 0.2553 (0.2810) loss_cl: -0.2783 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [20:03:40.551327] Epoch: [323] [1160/2904] eta: 0:22:09 lr: 0.001667 loss: 0.1790 (0.1909) loss_rec_all: 0.2051 (0.2168) loss_rec_sfr: 0.2525 (0.2810) loss_cl: -0.2788 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [20:03:55.460956] Epoch: [323] [1180/2904] eta: 0:21:53 lr: 0.001667 loss: 0.1774 (0.1909) loss_rec_all: 0.2039 (0.2168) loss_rec_sfr: 0.2532 (0.2809) loss_cl: -0.2782 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [20:04:10.370689] Epoch: [323] [1200/2904] eta: 0:21:37 lr: 0.001666 loss: 0.1814 (0.1908) loss_rec_all: 0.2072 (0.2168) loss_rec_sfr: 0.2588 (0.2809) loss_cl: -0.2784 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [20:04:25.279845] Epoch: [323] [1220/2904] eta: 0:21:22 lr: 0.001666 loss: 0.1821 (0.1909) loss_rec_all: 0.2084 (0.2168) loss_rec_sfr: 0.2571 (0.2811) loss_cl: -0.2794 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [20:04:40.193646] Epoch: [323] [1240/2904] eta: 0:21:06 lr: 0.001666 loss: 0.1808 (0.1909) loss_rec_all: 0.2068 (0.2168) loss_rec_sfr: 0.2557 (0.2809) loss_cl: -0.2792 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [20:04:55.107025] Epoch: [323] [1260/2904] eta: 0:20:50 lr: 0.001666 loss: 0.1813 (0.1910) loss_rec_all: 0.2073 (0.2169) loss_rec_sfr: 0.2633 (0.2813) loss_cl: -0.2794 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [20:05:10.014856] Epoch: [323] [1280/2904] eta: 0:20:35 lr: 0.001666 loss: 0.1793 (0.1910) loss_rec_all: 0.2051 (0.2169) loss_rec_sfr: 0.2558 (0.2813) loss_cl: -0.2779 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [20:05:24.911220] Epoch: [323] [1300/2904] eta: 0:20:19 lr: 0.001666 loss: 0.1842 (0.1911) loss_rec_all: 0.2102 (0.2170) loss_rec_sfr: 0.2663 (0.2815) loss_cl: -0.2783 (-0.2789) time: 0.7448 data: 0.0002 max mem: 29860 [20:05:39.809314] Epoch: [323] [1320/2904] eta: 0:20:04 lr: 0.001666 loss: 0.1816 (0.1911) loss_rec_all: 0.2074 (0.2170) loss_rec_sfr: 0.2568 (0.2815) loss_cl: -0.2779 (-0.2789) time: 0.7449 data: 0.0002 max mem: 29860 [20:05:54.713920] Epoch: [323] [1340/2904] eta: 0:19:48 lr: 0.001666 loss: 0.1758 (0.1909) loss_rec_all: 0.2023 (0.2168) loss_rec_sfr: 0.2501 (0.2811) loss_cl: -0.2787 (-0.2789) time: 0.7452 data: 0.0003 max mem: 29860 [20:06:09.620411] Epoch: [323] [1360/2904] eta: 0:19:32 lr: 0.001666 loss: 0.1876 (0.1910) loss_rec_all: 0.2135 (0.2169) loss_rec_sfr: 0.2668 (0.2814) loss_cl: -0.2797 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [20:06:24.524784] Epoch: [323] [1380/2904] eta: 0:19:17 lr: 0.001666 loss: 0.1764 (0.1911) loss_rec_all: 0.2027 (0.2170) loss_rec_sfr: 0.2637 (0.2816) loss_cl: -0.2781 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [20:06:39.433661] Epoch: [323] [1400/2904] eta: 0:19:01 lr: 0.001666 loss: 0.1806 (0.1910) loss_rec_all: 0.2063 (0.2169) loss_rec_sfr: 0.2597 (0.2813) loss_cl: -0.2774 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [20:06:54.342298] Epoch: [323] [1420/2904] eta: 0:18:46 lr: 0.001666 loss: 0.1794 (0.1910) loss_rec_all: 0.2058 (0.2169) loss_rec_sfr: 0.2558 (0.2812) loss_cl: -0.2793 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [20:07:09.249109] Epoch: [323] [1440/2904] eta: 0:18:31 lr: 0.001666 loss: 0.1740 (0.1909) loss_rec_all: 0.2003 (0.2168) loss_rec_sfr: 0.2500 (0.2811) loss_cl: -0.2793 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [20:07:24.153635] Epoch: [323] [1460/2904] eta: 0:18:15 lr: 0.001666 loss: 0.1782 (0.1909) loss_rec_all: 0.2042 (0.2168) loss_rec_sfr: 0.2557 (0.2809) loss_cl: -0.2785 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [20:07:39.059078] Epoch: [323] [1480/2904] eta: 0:18:00 lr: 0.001666 loss: 0.1806 (0.1908) loss_rec_all: 0.2065 (0.2167) loss_rec_sfr: 0.2470 (0.2805) loss_cl: -0.2795 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [20:07:53.961701] Epoch: [323] [1500/2904] eta: 0:17:44 lr: 0.001666 loss: 0.1781 (0.1908) loss_rec_all: 0.2042 (0.2167) loss_rec_sfr: 0.2619 (0.2804) loss_cl: -0.2783 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [20:08:08.863778] Epoch: [323] [1520/2904] eta: 0:17:29 lr: 0.001666 loss: 0.1790 (0.1907) loss_rec_all: 0.2053 (0.2166) loss_rec_sfr: 0.2576 (0.2802) loss_cl: -0.2784 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [20:08:23.768297] Epoch: [323] [1540/2904] eta: 0:17:13 lr: 0.001666 loss: 0.1802 (0.1907) loss_rec_all: 0.2062 (0.2166) loss_rec_sfr: 0.2572 (0.2801) loss_cl: -0.2790 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [20:08:38.672504] Epoch: [323] [1560/2904] eta: 0:16:58 lr: 0.001666 loss: 0.1792 (0.1906) loss_rec_all: 0.2057 (0.2165) loss_rec_sfr: 0.2582 (0.2797) loss_cl: -0.2794 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [20:08:53.579181] Epoch: [323] [1580/2904] eta: 0:16:43 lr: 0.001666 loss: 0.1777 (0.1905) loss_rec_all: 0.2041 (0.2164) loss_rec_sfr: 0.2549 (0.2794) loss_cl: -0.2798 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [20:09:08.487876] Epoch: [323] [1600/2904] eta: 0:16:27 lr: 0.001666 loss: 0.1796 (0.1906) loss_rec_all: 0.2061 (0.2165) loss_rec_sfr: 0.2646 (0.2795) loss_cl: -0.2788 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [20:09:23.397594] Epoch: [323] [1620/2904] eta: 0:16:12 lr: 0.001666 loss: 0.1764 (0.1905) loss_rec_all: 0.2023 (0.2164) loss_rec_sfr: 0.2627 (0.2794) loss_cl: -0.2783 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [20:09:38.312240] Epoch: [323] [1640/2904] eta: 0:15:57 lr: 0.001666 loss: 0.1827 (0.1905) loss_rec_all: 0.2087 (0.2164) loss_rec_sfr: 0.2706 (0.2795) loss_cl: -0.2789 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [20:09:53.214684] Epoch: [323] [1660/2904] eta: 0:15:41 lr: 0.001666 loss: 0.1788 (0.1904) loss_rec_all: 0.2052 (0.2164) loss_rec_sfr: 0.2209 (0.2792) loss_cl: -0.2795 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [20:10:08.125352] Epoch: [323] [1680/2904] eta: 0:15:26 lr: 0.001666 loss: 0.1810 (0.1904) loss_rec_all: 0.2070 (0.2163) loss_rec_sfr: 0.2643 (0.2791) loss_cl: -0.2793 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [20:10:23.030610] Epoch: [323] [1700/2904] eta: 0:15:11 lr: 0.001666 loss: 0.1778 (0.1903) loss_rec_all: 0.2040 (0.2162) loss_rec_sfr: 0.2333 (0.2787) loss_cl: -0.2789 (-0.2789) time: 0.7452 data: 0.0003 max mem: 29860 [20:10:37.940327] Epoch: [323] [1720/2904] eta: 0:14:55 lr: 0.001666 loss: 0.1842 (0.1904) loss_rec_all: 0.2104 (0.2163) loss_rec_sfr: 0.2598 (0.2790) loss_cl: -0.2783 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [20:10:52.851612] Epoch: [323] [1740/2904] eta: 0:14:40 lr: 0.001666 loss: 0.1784 (0.1903) loss_rec_all: 0.2046 (0.2162) loss_rec_sfr: 0.2594 (0.2786) loss_cl: -0.2788 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [20:11:07.761540] Epoch: [323] [1760/2904] eta: 0:14:25 lr: 0.001666 loss: 0.1763 (0.1902) loss_rec_all: 0.2022 (0.2161) loss_rec_sfr: 0.2680 (0.2783) loss_cl: -0.2797 (-0.2789) time: 0.7455 data: 0.0003 max mem: 29860 [20:11:22.667701] Epoch: [323] [1780/2904] eta: 0:14:10 lr: 0.001666 loss: 0.1823 (0.1902) loss_rec_all: 0.2084 (0.2161) loss_rec_sfr: 0.2640 (0.2783) loss_cl: -0.2786 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [20:11:37.567252] Epoch: [323] [1800/2904] eta: 0:13:54 lr: 0.001666 loss: 0.1772 (0.1901) loss_rec_all: 0.2037 (0.2161) loss_rec_sfr: 0.2244 (0.2780) loss_cl: -0.2793 (-0.2789) time: 0.7449 data: 0.0002 max mem: 29860 [20:11:52.474027] Epoch: [323] [1820/2904] eta: 0:13:39 lr: 0.001666 loss: 0.1814 (0.1901) loss_rec_all: 0.2075 (0.2161) loss_rec_sfr: 0.2631 (0.2780) loss_cl: -0.2794 (-0.2789) time: 0.7453 data: 0.0003 max mem: 29860 [20:12:07.380779] Epoch: [323] [1840/2904] eta: 0:13:24 lr: 0.001665 loss: 0.1833 (0.1902) loss_rec_all: 0.2092 (0.2161) loss_rec_sfr: 0.2555 (0.2782) loss_cl: -0.2784 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [20:12:22.288302] Epoch: [323] [1860/2904] eta: 0:13:09 lr: 0.001665 loss: 0.1754 (0.1901) loss_rec_all: 0.2018 (0.2160) loss_rec_sfr: 0.2260 (0.2779) loss_cl: -0.2784 (-0.2789) time: 0.7453 data: 0.0003 max mem: 29860 [20:12:37.196799] Epoch: [323] [1880/2904] eta: 0:12:53 lr: 0.001665 loss: 0.1839 (0.1901) loss_rec_all: 0.2102 (0.2160) loss_rec_sfr: 0.2566 (0.2779) loss_cl: -0.2786 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [20:12:52.100951] Epoch: [323] [1900/2904] eta: 0:12:38 lr: 0.001665 loss: 0.1813 (0.1902) loss_rec_all: 0.2079 (0.2161) loss_rec_sfr: 0.2605 (0.2780) loss_cl: -0.2799 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [20:13:07.003178] Epoch: [323] [1920/2904] eta: 0:12:23 lr: 0.001665 loss: 0.1791 (0.1901) loss_rec_all: 0.2055 (0.2160) loss_rec_sfr: 0.2546 (0.2778) loss_cl: -0.2791 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [20:13:21.917443] Epoch: [323] [1940/2904] eta: 0:12:08 lr: 0.001665 loss: 0.1812 (0.1901) loss_rec_all: 0.2074 (0.2160) loss_rec_sfr: 0.2532 (0.2778) loss_cl: -0.2790 (-0.2789) time: 0.7457 data: 0.0003 max mem: 29860 [20:13:36.832547] Epoch: [323] [1960/2904] eta: 0:11:53 lr: 0.001665 loss: 0.1831 (0.1901) loss_rec_all: 0.2093 (0.2161) loss_rec_sfr: 0.2549 (0.2778) loss_cl: -0.2790 (-0.2789) time: 0.7457 data: 0.0003 max mem: 29860 [20:13:51.737072] Epoch: [323] [1980/2904] eta: 0:11:37 lr: 0.001665 loss: 0.1794 (0.1901) loss_rec_all: 0.2058 (0.2160) loss_rec_sfr: 0.2571 (0.2776) loss_cl: -0.2787 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [20:14:06.644135] Epoch: [323] [2000/2904] eta: 0:11:22 lr: 0.001665 loss: 0.1832 (0.1902) loss_rec_all: 0.2094 (0.2161) loss_rec_sfr: 0.2590 (0.2780) loss_cl: -0.2787 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [20:14:21.543707] Epoch: [323] [2020/2904] eta: 0:11:07 lr: 0.001665 loss: 0.1817 (0.1902) loss_rec_all: 0.2075 (0.2162) loss_rec_sfr: 0.2558 (0.2781) loss_cl: -0.2784 (-0.2789) time: 0.7449 data: 0.0003 max mem: 29860 [20:14:36.445727] Epoch: [323] [2040/2904] eta: 0:10:52 lr: 0.001665 loss: 0.1787 (0.1902) loss_rec_all: 0.2046 (0.2161) loss_rec_sfr: 0.2227 (0.2778) loss_cl: -0.2796 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [20:14:51.352561] Epoch: [323] [2060/2904] eta: 0:10:37 lr: 0.001665 loss: 0.1793 (0.1902) loss_rec_all: 0.2055 (0.2161) loss_rec_sfr: 0.2655 (0.2779) loss_cl: -0.2792 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [20:15:06.263416] Epoch: [323] [2080/2904] eta: 0:10:21 lr: 0.001665 loss: 0.1802 (0.1902) loss_rec_all: 0.2066 (0.2162) loss_rec_sfr: 0.2674 (0.2780) loss_cl: -0.2789 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [20:15:21.169342] Epoch: [323] [2100/2904] eta: 0:10:06 lr: 0.001665 loss: 0.1802 (0.1902) loss_rec_all: 0.2061 (0.2161) loss_rec_sfr: 0.2637 (0.2780) loss_cl: -0.2782 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [20:15:36.074092] Epoch: [323] [2120/2904] eta: 0:09:51 lr: 0.001665 loss: 0.1796 (0.1902) loss_rec_all: 0.2056 (0.2161) loss_rec_sfr: 0.2315 (0.2780) loss_cl: -0.2784 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [20:15:50.978058] Epoch: [323] [2140/2904] eta: 0:09:36 lr: 0.001665 loss: 0.1767 (0.1902) loss_rec_all: 0.2031 (0.2161) loss_rec_sfr: 0.2259 (0.2779) loss_cl: -0.2796 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [20:16:05.878846] Epoch: [323] [2160/2904] eta: 0:09:21 lr: 0.001665 loss: 0.1806 (0.1901) loss_rec_all: 0.2065 (0.2161) loss_rec_sfr: 0.2604 (0.2777) loss_cl: -0.2788 (-0.2789) time: 0.7450 data: 0.0002 max mem: 29860 [20:16:20.785435] Epoch: [323] [2180/2904] eta: 0:09:06 lr: 0.001665 loss: 0.1790 (0.1902) loss_rec_all: 0.2051 (0.2161) loss_rec_sfr: 0.2640 (0.2778) loss_cl: -0.2792 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [20:16:35.690391] Epoch: [323] [2200/2904] eta: 0:08:50 lr: 0.001665 loss: 0.1785 (0.1903) loss_rec_all: 0.2047 (0.2162) loss_rec_sfr: 0.2592 (0.2781) loss_cl: -0.2786 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [20:16:50.595459] Epoch: [323] [2220/2904] eta: 0:08:35 lr: 0.001665 loss: 0.1794 (0.1903) loss_rec_all: 0.2056 (0.2162) loss_rec_sfr: 0.2559 (0.2781) loss_cl: -0.2789 (-0.2789) time: 0.7452 data: 0.0003 max mem: 29860 [20:17:05.499087] Epoch: [323] [2240/2904] eta: 0:08:20 lr: 0.001665 loss: 0.1787 (0.1903) loss_rec_all: 0.2051 (0.2162) loss_rec_sfr: 0.2295 (0.2781) loss_cl: -0.2794 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [20:17:20.405459] Epoch: [323] [2260/2904] eta: 0:08:05 lr: 0.001665 loss: 0.1796 (0.1903) loss_rec_all: 0.2063 (0.2162) loss_rec_sfr: 0.2641 (0.2781) loss_cl: -0.2789 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [20:17:35.306287] Epoch: [323] [2280/2904] eta: 0:07:50 lr: 0.001665 loss: 0.1763 (0.1903) loss_rec_all: 0.2026 (0.2162) loss_rec_sfr: 0.2620 (0.2781) loss_cl: -0.2790 (-0.2789) time: 0.7450 data: 0.0002 max mem: 29860 [20:17:50.210499] Epoch: [323] [2300/2904] eta: 0:07:35 lr: 0.001665 loss: 0.1809 (0.1902) loss_rec_all: 0.2072 (0.2161) loss_rec_sfr: 0.2606 (0.2778) loss_cl: -0.2791 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [20:18:05.120220] Epoch: [323] [2320/2904] eta: 0:07:20 lr: 0.001665 loss: 0.1787 (0.1902) loss_rec_all: 0.2051 (0.2162) loss_rec_sfr: 0.2367 (0.2778) loss_cl: -0.2784 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [20:18:20.031438] Epoch: [323] [2340/2904] eta: 0:07:05 lr: 0.001665 loss: 0.1812 (0.1902) loss_rec_all: 0.2071 (0.2162) loss_rec_sfr: 0.2626 (0.2780) loss_cl: -0.2785 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [20:18:34.940135] Epoch: [323] [2360/2904] eta: 0:06:49 lr: 0.001665 loss: 0.1801 (0.1902) loss_rec_all: 0.2070 (0.2161) loss_rec_sfr: 0.2595 (0.2778) loss_cl: -0.2783 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [20:18:49.848686] Epoch: [323] [2380/2904] eta: 0:06:34 lr: 0.001665 loss: 0.1809 (0.1902) loss_rec_all: 0.2069 (0.2162) loss_rec_sfr: 0.2647 (0.2779) loss_cl: -0.2788 (-0.2789) time: 0.7454 data: 0.0003 max mem: 29860 [20:19:04.750566] Epoch: [323] [2400/2904] eta: 0:06:19 lr: 0.001665 loss: 0.1836 (0.1903) loss_rec_all: 0.2096 (0.2162) loss_rec_sfr: 0.2637 (0.2781) loss_cl: -0.2785 (-0.2789) time: 0.7450 data: 0.0003 max mem: 29860 [20:19:19.648748] Epoch: [323] [2420/2904] eta: 0:06:04 lr: 0.001665 loss: 0.1815 (0.1903) loss_rec_all: 0.2078 (0.2162) loss_rec_sfr: 0.2458 (0.2780) loss_cl: -0.2794 (-0.2789) time: 0.7449 data: 0.0002 max mem: 29860 [20:19:34.553624] Epoch: [323] [2440/2904] eta: 0:05:49 lr: 0.001665 loss: 0.1833 (0.1903) loss_rec_all: 0.2094 (0.2163) loss_rec_sfr: 0.2611 (0.2782) loss_cl: -0.2793 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [20:19:49.456854] Epoch: [323] [2460/2904] eta: 0:05:34 lr: 0.001664 loss: 0.1814 (0.1904) loss_rec_all: 0.2074 (0.2163) loss_rec_sfr: 0.2672 (0.2783) loss_cl: -0.2793 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [20:20:04.357390] Epoch: [323] [2480/2904] eta: 0:05:19 lr: 0.001664 loss: 0.1796 (0.1903) loss_rec_all: 0.2058 (0.2163) loss_rec_sfr: 0.2519 (0.2781) loss_cl: -0.2790 (-0.2789) time: 0.7450 data: 0.0002 max mem: 29860 [20:20:19.261297] Epoch: [323] [2500/2904] eta: 0:05:04 lr: 0.001664 loss: 0.1858 (0.1904) loss_rec_all: 0.2119 (0.2163) loss_rec_sfr: 0.2702 (0.2783) loss_cl: -0.2792 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [20:20:34.164905] Epoch: [323] [2520/2904] eta: 0:04:49 lr: 0.001664 loss: 0.1826 (0.1905) loss_rec_all: 0.2085 (0.2164) loss_rec_sfr: 0.2242 (0.2784) loss_cl: -0.2795 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [20:20:49.075751] Epoch: [323] [2540/2904] eta: 0:04:34 lr: 0.001664 loss: 0.1855 (0.1905) loss_rec_all: 0.2115 (0.2165) loss_rec_sfr: 0.2639 (0.2786) loss_cl: -0.2792 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [20:21:03.989279] Epoch: [323] [2560/2904] eta: 0:04:19 lr: 0.001664 loss: 0.1779 (0.1905) loss_rec_all: 0.2044 (0.2164) loss_rec_sfr: 0.2581 (0.2785) loss_cl: -0.2785 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [20:21:18.894811] Epoch: [323] [2580/2904] eta: 0:04:03 lr: 0.001664 loss: 0.1816 (0.1905) loss_rec_all: 0.2077 (0.2164) loss_rec_sfr: 0.2605 (0.2785) loss_cl: -0.2784 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [20:21:33.802818] Epoch: [323] [2600/2904] eta: 0:03:48 lr: 0.001664 loss: 0.1768 (0.1904) loss_rec_all: 0.2027 (0.2163) loss_rec_sfr: 0.2623 (0.2783) loss_cl: -0.2780 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [20:21:48.706465] Epoch: [323] [2620/2904] eta: 0:03:33 lr: 0.001664 loss: 0.1786 (0.1903) loss_rec_all: 0.2051 (0.2163) loss_rec_sfr: 0.2248 (0.2781) loss_cl: -0.2789 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [20:22:03.619718] Epoch: [323] [2640/2904] eta: 0:03:18 lr: 0.001664 loss: 0.1764 (0.1903) loss_rec_all: 0.2025 (0.2162) loss_rec_sfr: 0.2646 (0.2781) loss_cl: -0.2785 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [20:22:18.526911] Epoch: [323] [2660/2904] eta: 0:03:03 lr: 0.001664 loss: 0.1871 (0.1903) loss_rec_all: 0.2131 (0.2162) loss_rec_sfr: 0.2621 (0.2781) loss_cl: -0.2784 (-0.2789) time: 0.7453 data: 0.0003 max mem: 29860 [20:22:33.424136] Epoch: [323] [2680/2904] eta: 0:02:48 lr: 0.001664 loss: 0.1787 (0.1903) loss_rec_all: 0.2051 (0.2162) loss_rec_sfr: 0.2261 (0.2780) loss_cl: -0.2791 (-0.2789) time: 0.7448 data: 0.0003 max mem: 29860 [20:22:48.328306] Epoch: [323] [2700/2904] eta: 0:02:33 lr: 0.001664 loss: 0.1830 (0.1903) loss_rec_all: 0.2094 (0.2163) loss_rec_sfr: 0.2631 (0.2781) loss_cl: -0.2796 (-0.2789) time: 0.7452 data: 0.0003 max mem: 29860 [20:23:03.235726] Epoch: [323] [2720/2904] eta: 0:02:18 lr: 0.001664 loss: 0.1801 (0.1903) loss_rec_all: 0.2064 (0.2163) loss_rec_sfr: 0.2663 (0.2781) loss_cl: -0.2788 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [20:23:18.146330] Epoch: [323] [2740/2904] eta: 0:02:03 lr: 0.001664 loss: 0.1759 (0.1902) loss_rec_all: 0.2024 (0.2162) loss_rec_sfr: 0.2569 (0.2779) loss_cl: -0.2784 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [20:23:33.056155] Epoch: [323] [2760/2904] eta: 0:01:48 lr: 0.001664 loss: 0.1824 (0.1902) loss_rec_all: 0.2089 (0.2161) loss_rec_sfr: 0.2578 (0.2778) loss_cl: -0.2786 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [20:23:47.963114] Epoch: [323] [2780/2904] eta: 0:01:33 lr: 0.001664 loss: 0.1777 (0.1902) loss_rec_all: 0.2040 (0.2162) loss_rec_sfr: 0.2599 (0.2778) loss_cl: -0.2788 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [20:24:02.870068] Epoch: [323] [2800/2904] eta: 0:01:18 lr: 0.001664 loss: 0.1784 (0.1902) loss_rec_all: 0.2048 (0.2161) loss_rec_sfr: 0.2602 (0.2778) loss_cl: -0.2789 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [20:24:17.781742] Epoch: [323] [2820/2904] eta: 0:01:03 lr: 0.001664 loss: 0.1787 (0.1901) loss_rec_all: 0.2050 (0.2161) loss_rec_sfr: 0.2534 (0.2776) loss_cl: -0.2792 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [20:24:32.728769] Epoch: [323] [2840/2904] eta: 0:00:48 lr: 0.001664 loss: 0.1767 (0.1901) loss_rec_all: 0.2028 (0.2160) loss_rec_sfr: 0.2670 (0.2775) loss_cl: -0.2794 (-0.2789) time: 0.7473 data: 0.0031 max mem: 29860 [20:24:47.620879] Epoch: [323] [2860/2904] eta: 0:00:33 lr: 0.001664 loss: 0.1829 (0.1901) loss_rec_all: 0.2090 (0.2160) loss_rec_sfr: 0.2645 (0.2776) loss_cl: -0.2787 (-0.2789) time: 0.7446 data: 0.0001 max mem: 29860 [20:25:02.513838] Epoch: [323] [2880/2904] eta: 0:00:18 lr: 0.001664 loss: 0.1814 (0.1901) loss_rec_all: 0.2076 (0.2160) loss_rec_sfr: 0.2660 (0.2777) loss_cl: -0.2789 (-0.2789) time: 0.7446 data: 0.0001 max mem: 29860 [20:25:17.408685] Epoch: [323] [2900/2904] eta: 0:00:03 lr: 0.001664 loss: 0.1812 (0.1901) loss_rec_all: 0.2073 (0.2160) loss_rec_sfr: 0.2625 (0.2777) loss_cl: -0.2796 (-0.2789) time: 0.7447 data: 0.0001 max mem: 29860 [20:25:19.650482] Epoch: [323] [2903/2904] eta: 0:00:00 lr: 0.001664 loss: 0.1798 (0.1901) loss_rec_all: 0.2058 (0.2160) loss_rec_sfr: 0.2583 (0.2777) loss_cl: -0.2794 (-0.2789) time: 0.7447 data: 0.0001 max mem: 29860 [20:25:21.784688] Epoch: [323] Total time: 0:36:26 (0.7528 s / it) [20:25:21.795458] Averaged stats: lr: 0.001664 loss: 0.1798 (0.1921) loss_rec_all: 0.2058 (0.2157) loss_rec_sfr: 0.2583 (0.2771) loss_cl: -0.2794 (-0.2556) [20:25:21.800164] log_dir: ./checkpoint/VF2_ViT-B [20:25:39.413254] Epoch: [324] [ 0/2904] eta: 14:12:25 lr: 0.001664 loss: 0.1855 (0.1855) loss_rec_all: 0.2120 (0.2120) loss_rec_sfr: 0.2035 (0.2035) loss_cl: -0.2793 (-0.2793) time: 17.6121 data: 13.5760 max mem: 29860 [20:25:56.642156] Epoch: [324] [ 20/2904] eta: 1:19:44 lr: 0.001664 loss: 0.1790 (0.1849) loss_rec_all: 0.2055 (0.2109) loss_rec_sfr: 0.2492 (0.2566) loss_cl: -0.2788 (-0.2788) time: 0.8614 data: 0.1043 max mem: 29860 [20:26:11.512952] Epoch: [324] [ 40/2904] eta: 0:57:52 lr: 0.001664 loss: 0.1801 (0.1892) loss_rec_all: 0.2061 (0.2151) loss_rec_sfr: 0.2621 (0.2706) loss_cl: -0.2788 (-0.2787) time: 0.7435 data: 0.0002 max mem: 29860 [20:26:26.390397] Epoch: [324] [ 60/2904] eta: 0:50:11 lr: 0.001664 loss: 0.1800 (0.1890) loss_rec_all: 0.2061 (0.2150) loss_rec_sfr: 0.2552 (0.2696) loss_cl: -0.2785 (-0.2786) time: 0.7438 data: 0.0002 max mem: 29860 [20:26:41.304350] Epoch: [324] [ 80/2904] eta: 0:46:11 lr: 0.001664 loss: 0.1767 (0.1878) loss_rec_all: 0.2031 (0.2138) loss_rec_sfr: 0.2247 (0.2641) loss_cl: -0.2786 (-0.2786) time: 0.7456 data: 0.0003 max mem: 29860 [20:26:56.223113] Epoch: [324] [ 100/2904] eta: 0:43:41 lr: 0.001664 loss: 0.1780 (0.1868) loss_rec_all: 0.2040 (0.2129) loss_rec_sfr: 0.2607 (0.2626) loss_cl: -0.2791 (-0.2787) time: 0.7459 data: 0.0003 max mem: 29860 [20:27:11.170882] Epoch: [324] [ 120/2904] eta: 0:41:56 lr: 0.001664 loss: 0.1804 (0.1868) loss_rec_all: 0.2063 (0.2128) loss_rec_sfr: 0.2648 (0.2640) loss_cl: -0.2786 (-0.2787) time: 0.7473 data: 0.0003 max mem: 29860 [20:27:26.121969] Epoch: [324] [ 140/2904] eta: 0:40:36 lr: 0.001664 loss: 0.1818 (0.1874) loss_rec_all: 0.2079 (0.2134) loss_rec_sfr: 0.2566 (0.2660) loss_cl: -0.2788 (-0.2787) time: 0.7475 data: 0.0003 max mem: 29860 [20:27:41.073522] Epoch: [324] [ 160/2904] eta: 0:39:33 lr: 0.001664 loss: 0.1787 (0.1877) loss_rec_all: 0.2052 (0.2137) loss_rec_sfr: 0.2634 (0.2676) loss_cl: -0.2787 (-0.2787) time: 0.7475 data: 0.0003 max mem: 29860 [20:27:56.013194] Epoch: [324] [ 180/2904] eta: 0:38:40 lr: 0.001664 loss: 0.1775 (0.1878) loss_rec_all: 0.2038 (0.2138) loss_rec_sfr: 0.2467 (0.2679) loss_cl: -0.2782 (-0.2787) time: 0.7469 data: 0.0003 max mem: 29860 [20:28:10.950767] Epoch: [324] [ 200/2904] eta: 0:37:55 lr: 0.001663 loss: 0.1786 (0.1874) loss_rec_all: 0.2045 (0.2134) loss_rec_sfr: 0.2565 (0.2662) loss_cl: -0.2786 (-0.2787) time: 0.7468 data: 0.0003 max mem: 29860 [20:28:25.885583] Epoch: [324] [ 220/2904] eta: 0:37:15 lr: 0.001663 loss: 0.1781 (0.1877) loss_rec_all: 0.2041 (0.2137) loss_rec_sfr: 0.2571 (0.2674) loss_cl: -0.2786 (-0.2786) time: 0.7467 data: 0.0003 max mem: 29860 [20:28:40.813107] Epoch: [324] [ 240/2904] eta: 0:36:39 lr: 0.001663 loss: 0.1785 (0.1878) loss_rec_all: 0.2047 (0.2138) loss_rec_sfr: 0.2590 (0.2683) loss_cl: -0.2786 (-0.2786) time: 0.7463 data: 0.0003 max mem: 29860 [20:28:55.779693] Epoch: [324] [ 260/2904] eta: 0:36:07 lr: 0.001663 loss: 0.1852 (0.1882) loss_rec_all: 0.2113 (0.2142) loss_rec_sfr: 0.2569 (0.2690) loss_cl: -0.2790 (-0.2787) time: 0.7483 data: 0.0003 max mem: 29860 [20:29:10.726714] Epoch: [324] [ 280/2904] eta: 0:35:37 lr: 0.001663 loss: 0.1832 (0.1882) loss_rec_all: 0.2091 (0.2142) loss_rec_sfr: 0.2614 (0.2693) loss_cl: -0.2791 (-0.2787) time: 0.7473 data: 0.0003 max mem: 29860 [20:29:25.861191] Epoch: [324] [ 300/2904] eta: 0:35:11 lr: 0.001663 loss: 0.1799 (0.1879) loss_rec_all: 0.2064 (0.2139) loss_rec_sfr: 0.2538 (0.2682) loss_cl: -0.2793 (-0.2787) time: 0.7567 data: 0.0003 max mem: 29860 [20:29:40.802535] Epoch: [324] [ 320/2904] eta: 0:34:44 lr: 0.001663 loss: 0.1806 (0.1883) loss_rec_all: 0.2065 (0.2143) loss_rec_sfr: 0.2723 (0.2702) loss_cl: -0.2791 (-0.2787) time: 0.7470 data: 0.0004 max mem: 29860 [20:29:55.727463] Epoch: [324] [ 340/2904] eta: 0:34:19 lr: 0.001663 loss: 0.1806 (0.1883) loss_rec_all: 0.2065 (0.2143) loss_rec_sfr: 0.2692 (0.2708) loss_cl: -0.2782 (-0.2787) time: 0.7462 data: 0.0003 max mem: 29860 [20:30:10.650506] Epoch: [324] [ 360/2904] eta: 0:33:55 lr: 0.001663 loss: 0.1795 (0.1884) loss_rec_all: 0.2056 (0.2144) loss_rec_sfr: 0.2584 (0.2711) loss_cl: -0.2792 (-0.2787) time: 0.7461 data: 0.0003 max mem: 29860 [20:30:25.585563] Epoch: [324] [ 380/2904] eta: 0:33:32 lr: 0.001663 loss: 0.1816 (0.1885) loss_rec_all: 0.2077 (0.2145) loss_rec_sfr: 0.2623 (0.2716) loss_cl: -0.2791 (-0.2788) time: 0.7466 data: 0.0004 max mem: 29860 [20:30:40.505118] Epoch: [324] [ 400/2904] eta: 0:33:09 lr: 0.001663 loss: 0.1765 (0.1884) loss_rec_all: 0.2028 (0.2144) loss_rec_sfr: 0.2468 (0.2711) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0004 max mem: 29860 [20:30:55.414474] Epoch: [324] [ 420/2904] eta: 0:32:48 lr: 0.001663 loss: 0.1802 (0.1883) loss_rec_all: 0.2064 (0.2143) loss_rec_sfr: 0.2569 (0.2710) loss_cl: -0.2789 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [20:31:10.334043] Epoch: [324] [ 440/2904] eta: 0:32:27 lr: 0.001663 loss: 0.1815 (0.1885) loss_rec_all: 0.2075 (0.2144) loss_rec_sfr: 0.2509 (0.2714) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0004 max mem: 29860 [20:31:25.263479] Epoch: [324] [ 460/2904] eta: 0:32:06 lr: 0.001663 loss: 0.1783 (0.1881) loss_rec_all: 0.2042 (0.2141) loss_rec_sfr: 0.2553 (0.2704) loss_cl: -0.2785 (-0.2788) time: 0.7464 data: 0.0003 max mem: 29860 [20:31:40.178765] Epoch: [324] [ 480/2904] eta: 0:31:46 lr: 0.001663 loss: 0.1759 (0.1879) loss_rec_all: 0.2020 (0.2139) loss_rec_sfr: 0.2238 (0.2698) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [20:31:55.096546] Epoch: [324] [ 500/2904] eta: 0:31:27 lr: 0.001663 loss: 0.1748 (0.1879) loss_rec_all: 0.2010 (0.2139) loss_rec_sfr: 0.2584 (0.2702) loss_cl: -0.2798 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [20:32:10.020222] Epoch: [324] [ 520/2904] eta: 0:31:07 lr: 0.001663 loss: 0.1837 (0.1883) loss_rec_all: 0.2102 (0.2143) loss_rec_sfr: 0.2617 (0.2714) loss_cl: -0.2789 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [20:32:24.942566] Epoch: [324] [ 540/2904] eta: 0:30:48 lr: 0.001663 loss: 0.1778 (0.1882) loss_rec_all: 0.2038 (0.2141) loss_rec_sfr: 0.2644 (0.2711) loss_cl: -0.2793 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [20:32:39.858020] Epoch: [324] [ 560/2904] eta: 0:30:30 lr: 0.001663 loss: 0.1798 (0.1881) loss_rec_all: 0.2059 (0.2140) loss_rec_sfr: 0.2600 (0.2710) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [20:32:54.790227] Epoch: [324] [ 580/2904] eta: 0:30:11 lr: 0.001663 loss: 0.1817 (0.1884) loss_rec_all: 0.2074 (0.2144) loss_rec_sfr: 0.2744 (0.2726) loss_cl: -0.2794 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [20:33:09.721525] Epoch: [324] [ 600/2904] eta: 0:29:53 lr: 0.001663 loss: 0.1847 (0.1884) loss_rec_all: 0.2108 (0.2143) loss_rec_sfr: 0.2625 (0.2726) loss_cl: -0.2784 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [20:33:24.638543] Epoch: [324] [ 620/2904] eta: 0:29:35 lr: 0.001663 loss: 0.1835 (0.1884) loss_rec_all: 0.2094 (0.2143) loss_rec_sfr: 0.2590 (0.2725) loss_cl: -0.2782 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [20:33:39.551588] Epoch: [324] [ 640/2904] eta: 0:29:17 lr: 0.001663 loss: 0.1771 (0.1883) loss_rec_all: 0.2030 (0.2142) loss_rec_sfr: 0.2637 (0.2724) loss_cl: -0.2793 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [20:33:54.477138] Epoch: [324] [ 660/2904] eta: 0:29:00 lr: 0.001663 loss: 0.1821 (0.1884) loss_rec_all: 0.2083 (0.2144) loss_rec_sfr: 0.2606 (0.2728) loss_cl: -0.2790 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [20:34:09.411852] Epoch: [324] [ 680/2904] eta: 0:28:42 lr: 0.001663 loss: 0.1830 (0.1885) loss_rec_all: 0.2092 (0.2145) loss_rec_sfr: 0.2616 (0.2732) loss_cl: -0.2790 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [20:34:24.351620] Epoch: [324] [ 700/2904] eta: 0:28:25 lr: 0.001663 loss: 0.1806 (0.1887) loss_rec_all: 0.2067 (0.2147) loss_rec_sfr: 0.2589 (0.2736) loss_cl: -0.2784 (-0.2788) time: 0.7469 data: 0.0002 max mem: 29860 [20:34:39.296104] Epoch: [324] [ 720/2904] eta: 0:28:08 lr: 0.001663 loss: 0.1803 (0.1887) loss_rec_all: 0.2061 (0.2146) loss_rec_sfr: 0.2620 (0.2734) loss_cl: -0.2787 (-0.2788) time: 0.7472 data: 0.0002 max mem: 29860 [20:34:54.231238] Epoch: [324] [ 740/2904] eta: 0:27:51 lr: 0.001663 loss: 0.1776 (0.1887) loss_rec_all: 0.2040 (0.2146) loss_rec_sfr: 0.2537 (0.2732) loss_cl: -0.2787 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [20:35:09.166609] Epoch: [324] [ 760/2904] eta: 0:27:34 lr: 0.001663 loss: 0.1802 (0.1885) loss_rec_all: 0.2064 (0.2145) loss_rec_sfr: 0.2543 (0.2727) loss_cl: -0.2797 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [20:35:24.114521] Epoch: [324] [ 780/2904] eta: 0:27:17 lr: 0.001663 loss: 0.1799 (0.1885) loss_rec_all: 0.2060 (0.2145) loss_rec_sfr: 0.2610 (0.2726) loss_cl: -0.2794 (-0.2789) time: 0.7474 data: 0.0002 max mem: 29860 [20:35:39.055390] Epoch: [324] [ 800/2904] eta: 0:27:01 lr: 0.001663 loss: 0.1792 (0.1885) loss_rec_all: 0.2057 (0.2145) loss_rec_sfr: 0.2559 (0.2725) loss_cl: -0.2792 (-0.2788) time: 0.7470 data: 0.0003 max mem: 29860 [20:35:53.993159] Epoch: [324] [ 820/2904] eta: 0:26:44 lr: 0.001663 loss: 0.1816 (0.1886) loss_rec_all: 0.2076 (0.2146) loss_rec_sfr: 0.2675 (0.2729) loss_cl: -0.2783 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [20:36:08.934772] Epoch: [324] [ 840/2904] eta: 0:26:28 lr: 0.001662 loss: 0.1797 (0.1884) loss_rec_all: 0.2057 (0.2144) loss_rec_sfr: 0.2564 (0.2721) loss_cl: -0.2792 (-0.2788) time: 0.7470 data: 0.0002 max mem: 29860 [20:36:23.880756] Epoch: [324] [ 860/2904] eta: 0:26:11 lr: 0.001662 loss: 0.1836 (0.1885) loss_rec_all: 0.2103 (0.2145) loss_rec_sfr: 0.2703 (0.2726) loss_cl: -0.2792 (-0.2788) time: 0.7473 data: 0.0002 max mem: 29860 [20:36:38.839295] Epoch: [324] [ 880/2904] eta: 0:25:55 lr: 0.001662 loss: 0.1794 (0.1885) loss_rec_all: 0.2054 (0.2145) loss_rec_sfr: 0.2648 (0.2725) loss_cl: -0.2795 (-0.2788) time: 0.7479 data: 0.0002 max mem: 29860 [20:36:53.778447] Epoch: [324] [ 900/2904] eta: 0:25:38 lr: 0.001662 loss: 0.1806 (0.1886) loss_rec_all: 0.2073 (0.2146) loss_rec_sfr: 0.2596 (0.2727) loss_cl: -0.2797 (-0.2789) time: 0.7469 data: 0.0003 max mem: 29860 [20:37:08.714655] Epoch: [324] [ 920/2904] eta: 0:25:22 lr: 0.001662 loss: 0.1798 (0.1886) loss_rec_all: 0.2060 (0.2145) loss_rec_sfr: 0.2620 (0.2728) loss_cl: -0.2790 (-0.2789) time: 0.7468 data: 0.0002 max mem: 29860 [20:37:23.647558] Epoch: [324] [ 940/2904] eta: 0:25:06 lr: 0.001662 loss: 0.1801 (0.1887) loss_rec_all: 0.2064 (0.2147) loss_rec_sfr: 0.2583 (0.2734) loss_cl: -0.2784 (-0.2788) time: 0.7466 data: 0.0003 max mem: 29860 [20:37:38.585282] Epoch: [324] [ 960/2904] eta: 0:24:50 lr: 0.001662 loss: 0.1824 (0.1888) loss_rec_all: 0.2085 (0.2148) loss_rec_sfr: 0.2723 (0.2738) loss_cl: -0.2784 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [20:37:53.515418] Epoch: [324] [ 980/2904] eta: 0:24:34 lr: 0.001662 loss: 0.1754 (0.1887) loss_rec_all: 0.2014 (0.2147) loss_rec_sfr: 0.2624 (0.2738) loss_cl: -0.2783 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [20:38:08.450170] Epoch: [324] [1000/2904] eta: 0:24:18 lr: 0.001662 loss: 0.1812 (0.1887) loss_rec_all: 0.2072 (0.2147) loss_rec_sfr: 0.2667 (0.2738) loss_cl: -0.2790 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [20:38:23.376344] Epoch: [324] [1020/2904] eta: 0:24:02 lr: 0.001662 loss: 0.1850 (0.1887) loss_rec_all: 0.2112 (0.2147) loss_rec_sfr: 0.2622 (0.2739) loss_cl: -0.2786 (-0.2788) time: 0.7463 data: 0.0003 max mem: 29860 [20:38:38.293818] Epoch: [324] [1040/2904] eta: 0:23:46 lr: 0.001662 loss: 0.1788 (0.1886) loss_rec_all: 0.2052 (0.2146) loss_rec_sfr: 0.2493 (0.2736) loss_cl: -0.2794 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [20:38:53.218995] Epoch: [324] [1060/2904] eta: 0:23:30 lr: 0.001662 loss: 0.1802 (0.1887) loss_rec_all: 0.2064 (0.2146) loss_rec_sfr: 0.2238 (0.2735) loss_cl: -0.2801 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [20:39:08.148778] Epoch: [324] [1080/2904] eta: 0:23:14 lr: 0.001662 loss: 0.1825 (0.1888) loss_rec_all: 0.2086 (0.2148) loss_rec_sfr: 0.2687 (0.2743) loss_cl: -0.2793 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [20:39:23.079540] Epoch: [324] [1100/2904] eta: 0:22:58 lr: 0.001662 loss: 0.1772 (0.1887) loss_rec_all: 0.2038 (0.2146) loss_rec_sfr: 0.2539 (0.2738) loss_cl: -0.2805 (-0.2789) time: 0.7465 data: 0.0003 max mem: 29860 [20:39:38.008159] Epoch: [324] [1120/2904] eta: 0:22:42 lr: 0.001662 loss: 0.1786 (0.1887) loss_rec_all: 0.2046 (0.2146) loss_rec_sfr: 0.2640 (0.2740) loss_cl: -0.2792 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [20:39:52.947175] Epoch: [324] [1140/2904] eta: 0:22:26 lr: 0.001662 loss: 0.1806 (0.1887) loss_rec_all: 0.2069 (0.2147) loss_rec_sfr: 0.2536 (0.2739) loss_cl: -0.2786 (-0.2788) time: 0.7469 data: 0.0002 max mem: 29860 [20:40:07.876286] Epoch: [324] [1160/2904] eta: 0:22:10 lr: 0.001662 loss: 0.1769 (0.1886) loss_rec_all: 0.2035 (0.2146) loss_rec_sfr: 0.2607 (0.2739) loss_cl: -0.2807 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [20:40:22.807983] Epoch: [324] [1180/2904] eta: 0:21:55 lr: 0.001662 loss: 0.1793 (0.1888) loss_rec_all: 0.2057 (0.2148) loss_rec_sfr: 0.2651 (0.2745) loss_cl: -0.2784 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [20:40:37.732417] Epoch: [324] [1200/2904] eta: 0:21:39 lr: 0.001662 loss: 0.1798 (0.1888) loss_rec_all: 0.2063 (0.2148) loss_rec_sfr: 0.2557 (0.2743) loss_cl: -0.2782 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [20:40:52.661975] Epoch: [324] [1220/2904] eta: 0:21:23 lr: 0.001662 loss: 0.1838 (0.1888) loss_rec_all: 0.2098 (0.2148) loss_rec_sfr: 0.2557 (0.2743) loss_cl: -0.2789 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [20:41:07.600048] Epoch: [324] [1240/2904] eta: 0:21:08 lr: 0.001662 loss: 0.1778 (0.1887) loss_rec_all: 0.2041 (0.2147) loss_rec_sfr: 0.2551 (0.2741) loss_cl: -0.2801 (-0.2788) time: 0.7469 data: 0.0003 max mem: 29860 [20:41:22.536564] Epoch: [324] [1260/2904] eta: 0:20:52 lr: 0.001662 loss: 0.1798 (0.1887) loss_rec_all: 0.2059 (0.2147) loss_rec_sfr: 0.2588 (0.2740) loss_cl: -0.2804 (-0.2788) time: 0.7468 data: 0.0003 max mem: 29860 [20:41:37.464186] Epoch: [324] [1280/2904] eta: 0:20:36 lr: 0.001662 loss: 0.1787 (0.1887) loss_rec_all: 0.2051 (0.2147) loss_rec_sfr: 0.2281 (0.2738) loss_cl: -0.2796 (-0.2788) time: 0.7463 data: 0.0003 max mem: 29860 [20:41:52.384968] Epoch: [324] [1300/2904] eta: 0:20:21 lr: 0.001662 loss: 0.1784 (0.1887) loss_rec_all: 0.2047 (0.2146) loss_rec_sfr: 0.2583 (0.2737) loss_cl: -0.2799 (-0.2789) time: 0.7460 data: 0.0003 max mem: 29860 [20:42:07.299130] Epoch: [324] [1320/2904] eta: 0:20:05 lr: 0.001662 loss: 0.1783 (0.1886) loss_rec_all: 0.2044 (0.2145) loss_rec_sfr: 0.2641 (0.2735) loss_cl: -0.2792 (-0.2789) time: 0.7457 data: 0.0003 max mem: 29860 [20:42:22.214214] Epoch: [324] [1340/2904] eta: 0:19:50 lr: 0.001662 loss: 0.1780 (0.1886) loss_rec_all: 0.2043 (0.2146) loss_rec_sfr: 0.2692 (0.2736) loss_cl: -0.2794 (-0.2789) time: 0.7457 data: 0.0003 max mem: 29860 [20:42:37.121369] Epoch: [324] [1360/2904] eta: 0:19:34 lr: 0.001662 loss: 0.1805 (0.1886) loss_rec_all: 0.2070 (0.2146) loss_rec_sfr: 0.2589 (0.2737) loss_cl: -0.2804 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [20:42:52.019192] Epoch: [324] [1380/2904] eta: 0:19:18 lr: 0.001662 loss: 0.1797 (0.1886) loss_rec_all: 0.2060 (0.2146) loss_rec_sfr: 0.2554 (0.2737) loss_cl: -0.2789 (-0.2789) time: 0.7448 data: 0.0003 max mem: 29860 [20:43:06.915010] Epoch: [324] [1400/2904] eta: 0:19:03 lr: 0.001662 loss: 0.1842 (0.1887) loss_rec_all: 0.2104 (0.2147) loss_rec_sfr: 0.2619 (0.2739) loss_cl: -0.2779 (-0.2788) time: 0.7448 data: 0.0002 max mem: 29860 [20:43:21.827625] Epoch: [324] [1420/2904] eta: 0:18:47 lr: 0.001662 loss: 0.1805 (0.1887) loss_rec_all: 0.2066 (0.2147) loss_rec_sfr: 0.2511 (0.2738) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [20:43:36.746484] Epoch: [324] [1440/2904] eta: 0:18:32 lr: 0.001662 loss: 0.1801 (0.1887) loss_rec_all: 0.2062 (0.2147) loss_rec_sfr: 0.2619 (0.2738) loss_cl: -0.2807 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [20:43:51.666781] Epoch: [324] [1460/2904] eta: 0:18:16 lr: 0.001661 loss: 0.1826 (0.1889) loss_rec_all: 0.2086 (0.2149) loss_rec_sfr: 0.2662 (0.2744) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [20:44:06.581654] Epoch: [324] [1480/2904] eta: 0:18:01 lr: 0.001661 loss: 0.1796 (0.1889) loss_rec_all: 0.2054 (0.2148) loss_rec_sfr: 0.2617 (0.2744) loss_cl: -0.2779 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [20:44:21.492780] Epoch: [324] [1500/2904] eta: 0:17:45 lr: 0.001661 loss: 0.1790 (0.1888) loss_rec_all: 0.2053 (0.2148) loss_rec_sfr: 0.2499 (0.2743) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [20:44:36.405029] Epoch: [324] [1520/2904] eta: 0:17:30 lr: 0.001661 loss: 0.1787 (0.1888) loss_rec_all: 0.2049 (0.2148) loss_rec_sfr: 0.2512 (0.2742) loss_cl: -0.2797 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [20:44:51.316985] Epoch: [324] [1540/2904] eta: 0:17:15 lr: 0.001661 loss: 0.1787 (0.1888) loss_rec_all: 0.2054 (0.2148) loss_rec_sfr: 0.2533 (0.2740) loss_cl: -0.2798 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [20:45:06.227803] Epoch: [324] [1560/2904] eta: 0:16:59 lr: 0.001661 loss: 0.1764 (0.1888) loss_rec_all: 0.2028 (0.2148) loss_rec_sfr: 0.2192 (0.2739) loss_cl: -0.2795 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [20:45:21.140308] Epoch: [324] [1580/2904] eta: 0:16:44 lr: 0.001661 loss: 0.1796 (0.1888) loss_rec_all: 0.2060 (0.2148) loss_rec_sfr: 0.2229 (0.2737) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [20:45:36.053918] Epoch: [324] [1600/2904] eta: 0:16:28 lr: 0.001661 loss: 0.1810 (0.1889) loss_rec_all: 0.2070 (0.2149) loss_rec_sfr: 0.2576 (0.2742) loss_cl: -0.2782 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [20:45:50.961437] Epoch: [324] [1620/2904] eta: 0:16:13 lr: 0.001661 loss: 0.1789 (0.1888) loss_rec_all: 0.2050 (0.2148) loss_rec_sfr: 0.2279 (0.2737) loss_cl: -0.2792 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [20:46:05.872898] Epoch: [324] [1640/2904] eta: 0:15:58 lr: 0.001661 loss: 0.1768 (0.1887) loss_rec_all: 0.2034 (0.2147) loss_rec_sfr: 0.2620 (0.2736) loss_cl: -0.2801 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [20:46:20.798329] Epoch: [324] [1660/2904] eta: 0:15:42 lr: 0.001661 loss: 0.1812 (0.1888) loss_rec_all: 0.2076 (0.2147) loss_rec_sfr: 0.2671 (0.2737) loss_cl: -0.2797 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [20:46:35.716713] Epoch: [324] [1680/2904] eta: 0:15:27 lr: 0.001661 loss: 0.1795 (0.1888) loss_rec_all: 0.2057 (0.2148) loss_rec_sfr: 0.2726 (0.2741) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [20:46:50.636966] Epoch: [324] [1700/2904] eta: 0:15:12 lr: 0.001661 loss: 0.1784 (0.1888) loss_rec_all: 0.2045 (0.2147) loss_rec_sfr: 0.2548 (0.2739) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [20:47:05.550077] Epoch: [324] [1720/2904] eta: 0:14:56 lr: 0.001661 loss: 0.1827 (0.1888) loss_rec_all: 0.2087 (0.2148) loss_rec_sfr: 0.2642 (0.2743) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [20:47:20.455335] Epoch: [324] [1740/2904] eta: 0:14:41 lr: 0.001661 loss: 0.1798 (0.1888) loss_rec_all: 0.2057 (0.2148) loss_rec_sfr: 0.2592 (0.2740) loss_cl: -0.2787 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [20:47:35.366151] Epoch: [324] [1760/2904] eta: 0:14:26 lr: 0.001661 loss: 0.1811 (0.1889) loss_rec_all: 0.2070 (0.2149) loss_rec_sfr: 0.2657 (0.2743) loss_cl: -0.2785 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [20:47:50.273704] Epoch: [324] [1780/2904] eta: 0:14:10 lr: 0.001661 loss: 0.1810 (0.1889) loss_rec_all: 0.2070 (0.2149) loss_rec_sfr: 0.2613 (0.2743) loss_cl: -0.2785 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [20:48:05.185917] Epoch: [324] [1800/2904] eta: 0:13:55 lr: 0.001661 loss: 0.1852 (0.1889) loss_rec_all: 0.2112 (0.2149) loss_rec_sfr: 0.2637 (0.2744) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [20:48:20.098755] Epoch: [324] [1820/2904] eta: 0:13:40 lr: 0.001661 loss: 0.1780 (0.1889) loss_rec_all: 0.2045 (0.2148) loss_rec_sfr: 0.2577 (0.2742) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [20:48:35.013002] Epoch: [324] [1840/2904] eta: 0:13:25 lr: 0.001661 loss: 0.1786 (0.1889) loss_rec_all: 0.2049 (0.2148) loss_rec_sfr: 0.2569 (0.2742) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [20:48:49.925210] Epoch: [324] [1860/2904] eta: 0:13:09 lr: 0.001661 loss: 0.1815 (0.1889) loss_rec_all: 0.2077 (0.2148) loss_rec_sfr: 0.2675 (0.2743) loss_cl: -0.2784 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [20:49:04.831895] Epoch: [324] [1880/2904] eta: 0:12:54 lr: 0.001661 loss: 0.1795 (0.1889) loss_rec_all: 0.2054 (0.2149) loss_rec_sfr: 0.2706 (0.2744) loss_cl: -0.2781 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [20:49:19.740007] Epoch: [324] [1900/2904] eta: 0:12:39 lr: 0.001661 loss: 0.1800 (0.1889) loss_rec_all: 0.2065 (0.2149) loss_rec_sfr: 0.2598 (0.2744) loss_cl: -0.2792 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [20:49:34.642702] Epoch: [324] [1920/2904] eta: 0:12:24 lr: 0.001661 loss: 0.1787 (0.1889) loss_rec_all: 0.2050 (0.2148) loss_rec_sfr: 0.2475 (0.2741) loss_cl: -0.2795 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [20:49:49.553519] Epoch: [324] [1940/2904] eta: 0:12:08 lr: 0.001661 loss: 0.1807 (0.1889) loss_rec_all: 0.2067 (0.2149) loss_rec_sfr: 0.2656 (0.2744) loss_cl: -0.2783 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [20:50:04.462875] Epoch: [324] [1960/2904] eta: 0:11:53 lr: 0.001661 loss: 0.1835 (0.1889) loss_rec_all: 0.2095 (0.2149) loss_rec_sfr: 0.2603 (0.2743) loss_cl: -0.2783 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [20:50:19.373721] Epoch: [324] [1980/2904] eta: 0:11:38 lr: 0.001661 loss: 0.1790 (0.1890) loss_rec_all: 0.2051 (0.2149) loss_rec_sfr: 0.2647 (0.2746) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [20:50:34.291381] Epoch: [324] [2000/2904] eta: 0:11:23 lr: 0.001661 loss: 0.1754 (0.1889) loss_rec_all: 0.2018 (0.2148) loss_rec_sfr: 0.2546 (0.2742) loss_cl: -0.2798 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [20:50:49.195865] Epoch: [324] [2020/2904] eta: 0:11:08 lr: 0.001661 loss: 0.1765 (0.1888) loss_rec_all: 0.2025 (0.2148) loss_rec_sfr: 0.2552 (0.2740) loss_cl: -0.2802 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [20:51:04.101095] Epoch: [324] [2040/2904] eta: 0:10:52 lr: 0.001661 loss: 0.1775 (0.1887) loss_rec_all: 0.2036 (0.2147) loss_rec_sfr: 0.2227 (0.2737) loss_cl: -0.2795 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [20:51:19.004424] Epoch: [324] [2060/2904] eta: 0:10:37 lr: 0.001661 loss: 0.1816 (0.1888) loss_rec_all: 0.2075 (0.2148) loss_rec_sfr: 0.2682 (0.2739) loss_cl: -0.2790 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [20:51:33.913495] Epoch: [324] [2080/2904] eta: 0:10:22 lr: 0.001661 loss: 0.1798 (0.1888) loss_rec_all: 0.2062 (0.2148) loss_rec_sfr: 0.2683 (0.2742) loss_cl: -0.2789 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [20:51:48.821904] Epoch: [324] [2100/2904] eta: 0:10:07 lr: 0.001660 loss: 0.1807 (0.1888) loss_rec_all: 0.2070 (0.2148) loss_rec_sfr: 0.2569 (0.2742) loss_cl: -0.2797 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [20:52:03.733257] Epoch: [324] [2120/2904] eta: 0:09:52 lr: 0.001660 loss: 0.1825 (0.1888) loss_rec_all: 0.2087 (0.2148) loss_rec_sfr: 0.2645 (0.2742) loss_cl: -0.2791 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [20:52:18.642821] Epoch: [324] [2140/2904] eta: 0:09:36 lr: 0.001660 loss: 0.1794 (0.1888) loss_rec_all: 0.2059 (0.2148) loss_rec_sfr: 0.2602 (0.2741) loss_cl: -0.2797 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [20:52:33.553427] Epoch: [324] [2160/2904] eta: 0:09:21 lr: 0.001660 loss: 0.1799 (0.1888) loss_rec_all: 0.2061 (0.2148) loss_rec_sfr: 0.2617 (0.2741) loss_cl: -0.2796 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [20:52:48.463733] Epoch: [324] [2180/2904] eta: 0:09:06 lr: 0.001660 loss: 0.1785 (0.1889) loss_rec_all: 0.2049 (0.2148) loss_rec_sfr: 0.2566 (0.2743) loss_cl: -0.2784 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [20:53:03.375313] Epoch: [324] [2200/2904] eta: 0:08:51 lr: 0.001660 loss: 0.1825 (0.1889) loss_rec_all: 0.2086 (0.2149) loss_rec_sfr: 0.2573 (0.2745) loss_cl: -0.2786 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [20:53:18.288565] Epoch: [324] [2220/2904] eta: 0:08:36 lr: 0.001660 loss: 0.1813 (0.1889) loss_rec_all: 0.2073 (0.2149) loss_rec_sfr: 0.2617 (0.2745) loss_cl: -0.2785 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [20:53:33.188215] Epoch: [324] [2240/2904] eta: 0:08:21 lr: 0.001660 loss: 0.1784 (0.1889) loss_rec_all: 0.2043 (0.2149) loss_rec_sfr: 0.2644 (0.2744) loss_cl: -0.2791 (-0.2789) time: 0.7449 data: 0.0002 max mem: 29860 [20:53:48.095444] Epoch: [324] [2260/2904] eta: 0:08:05 lr: 0.001660 loss: 0.1789 (0.1890) loss_rec_all: 0.2050 (0.2149) loss_rec_sfr: 0.2618 (0.2746) loss_cl: -0.2795 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [20:54:02.999721] Epoch: [324] [2280/2904] eta: 0:07:50 lr: 0.001660 loss: 0.1849 (0.1890) loss_rec_all: 0.2110 (0.2150) loss_rec_sfr: 0.2669 (0.2748) loss_cl: -0.2791 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [20:54:17.907092] Epoch: [324] [2300/2904] eta: 0:07:35 lr: 0.001660 loss: 0.1780 (0.1890) loss_rec_all: 0.2042 (0.2150) loss_rec_sfr: 0.2537 (0.2747) loss_cl: -0.2792 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [20:54:32.814791] Epoch: [324] [2320/2904] eta: 0:07:20 lr: 0.001660 loss: 0.1838 (0.1890) loss_rec_all: 0.2102 (0.2150) loss_rec_sfr: 0.2549 (0.2747) loss_cl: -0.2791 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [20:54:47.721026] Epoch: [324] [2340/2904] eta: 0:07:05 lr: 0.001660 loss: 0.1802 (0.1890) loss_rec_all: 0.2061 (0.2150) loss_rec_sfr: 0.2676 (0.2747) loss_cl: -0.2790 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [20:55:02.627228] Epoch: [324] [2360/2904] eta: 0:06:50 lr: 0.001660 loss: 0.1808 (0.1891) loss_rec_all: 0.2071 (0.2150) loss_rec_sfr: 0.2599 (0.2748) loss_cl: -0.2781 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [20:55:17.528080] Epoch: [324] [2380/2904] eta: 0:06:35 lr: 0.001660 loss: 0.1815 (0.1890) loss_rec_all: 0.2079 (0.2150) loss_rec_sfr: 0.2569 (0.2747) loss_cl: -0.2791 (-0.2789) time: 0.7450 data: 0.0003 max mem: 29860 [20:55:32.430376] Epoch: [324] [2400/2904] eta: 0:06:20 lr: 0.001660 loss: 0.1805 (0.1891) loss_rec_all: 0.2067 (0.2151) loss_rec_sfr: 0.2678 (0.2750) loss_cl: -0.2791 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [20:55:47.347199] Epoch: [324] [2420/2904] eta: 0:06:04 lr: 0.001660 loss: 0.1778 (0.1891) loss_rec_all: 0.2038 (0.2151) loss_rec_sfr: 0.2620 (0.2751) loss_cl: -0.2787 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [20:56:02.268143] Epoch: [324] [2440/2904] eta: 0:05:49 lr: 0.001660 loss: 0.1849 (0.1892) loss_rec_all: 0.2112 (0.2151) loss_rec_sfr: 0.2578 (0.2752) loss_cl: -0.2791 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [20:56:17.185639] Epoch: [324] [2460/2904] eta: 0:05:34 lr: 0.001660 loss: 0.1823 (0.1892) loss_rec_all: 0.2084 (0.2152) loss_rec_sfr: 0.2666 (0.2752) loss_cl: -0.2790 (-0.2789) time: 0.7458 data: 0.0003 max mem: 29860 [20:56:32.091124] Epoch: [324] [2480/2904] eta: 0:05:19 lr: 0.001660 loss: 0.1795 (0.1892) loss_rec_all: 0.2059 (0.2152) loss_rec_sfr: 0.2593 (0.2752) loss_cl: -0.2788 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [20:56:46.999464] Epoch: [324] [2500/2904] eta: 0:05:04 lr: 0.001660 loss: 0.1761 (0.1891) loss_rec_all: 0.2026 (0.2151) loss_rec_sfr: 0.2531 (0.2750) loss_cl: -0.2794 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [20:57:01.905826] Epoch: [324] [2520/2904] eta: 0:04:49 lr: 0.001660 loss: 0.1808 (0.1891) loss_rec_all: 0.2073 (0.2151) loss_rec_sfr: 0.2604 (0.2750) loss_cl: -0.2788 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [20:57:16.808496] Epoch: [324] [2540/2904] eta: 0:04:34 lr: 0.001660 loss: 0.1811 (0.1891) loss_rec_all: 0.2070 (0.2151) loss_rec_sfr: 0.2521 (0.2749) loss_cl: -0.2789 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [20:57:31.700130] Epoch: [324] [2560/2904] eta: 0:04:19 lr: 0.001660 loss: 0.1772 (0.1892) loss_rec_all: 0.2032 (0.2151) loss_rec_sfr: 0.2714 (0.2751) loss_cl: -0.2781 (-0.2789) time: 0.7445 data: 0.0002 max mem: 29860 [20:57:46.627786] Epoch: [324] [2580/2904] eta: 0:04:04 lr: 0.001660 loss: 0.1771 (0.1891) loss_rec_all: 0.2032 (0.2151) loss_rec_sfr: 0.2456 (0.2750) loss_cl: -0.2787 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [20:58:01.538396] Epoch: [324] [2600/2904] eta: 0:03:49 lr: 0.001660 loss: 0.1788 (0.1891) loss_rec_all: 0.2048 (0.2151) loss_rec_sfr: 0.2603 (0.2750) loss_cl: -0.2789 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [20:58:16.467858] Epoch: [324] [2620/2904] eta: 0:03:33 lr: 0.001660 loss: 0.1801 (0.1892) loss_rec_all: 0.2060 (0.2151) loss_rec_sfr: 0.2729 (0.2752) loss_cl: -0.2786 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [20:58:31.390873] Epoch: [324] [2640/2904] eta: 0:03:18 lr: 0.001660 loss: 0.1814 (0.1892) loss_rec_all: 0.2073 (0.2152) loss_rec_sfr: 0.2643 (0.2754) loss_cl: -0.2790 (-0.2789) time: 0.7461 data: 0.0003 max mem: 29860 [20:58:46.319496] Epoch: [324] [2660/2904] eta: 0:03:03 lr: 0.001660 loss: 0.1866 (0.1893) loss_rec_all: 0.2126 (0.2152) loss_rec_sfr: 0.2533 (0.2754) loss_cl: -0.2789 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [20:59:01.240294] Epoch: [324] [2680/2904] eta: 0:02:48 lr: 0.001660 loss: 0.1798 (0.1892) loss_rec_all: 0.2058 (0.2152) loss_rec_sfr: 0.2653 (0.2754) loss_cl: -0.2793 (-0.2789) time: 0.7460 data: 0.0003 max mem: 29860 [20:59:16.158795] Epoch: [324] [2700/2904] eta: 0:02:33 lr: 0.001660 loss: 0.1839 (0.1893) loss_rec_all: 0.2102 (0.2152) loss_rec_sfr: 0.2637 (0.2756) loss_cl: -0.2795 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [20:59:31.086320] Epoch: [324] [2720/2904] eta: 0:02:18 lr: 0.001660 loss: 0.1799 (0.1892) loss_rec_all: 0.2060 (0.2152) loss_rec_sfr: 0.2529 (0.2754) loss_cl: -0.2796 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [20:59:46.019283] Epoch: [324] [2740/2904] eta: 0:02:03 lr: 0.001659 loss: 0.1790 (0.1893) loss_rec_all: 0.2049 (0.2152) loss_rec_sfr: 0.2615 (0.2755) loss_cl: -0.2782 (-0.2789) time: 0.7466 data: 0.0002 max mem: 29860 [21:00:00.945452] Epoch: [324] [2760/2904] eta: 0:01:48 lr: 0.001659 loss: 0.1756 (0.1892) loss_rec_all: 0.2021 (0.2152) loss_rec_sfr: 0.2512 (0.2754) loss_cl: -0.2782 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [21:00:15.868520] Epoch: [324] [2780/2904] eta: 0:01:33 lr: 0.001659 loss: 0.1850 (0.1893) loss_rec_all: 0.2109 (0.2153) loss_rec_sfr: 0.2644 (0.2757) loss_cl: -0.2783 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [21:00:30.781289] Epoch: [324] [2800/2904] eta: 0:01:18 lr: 0.001659 loss: 0.1786 (0.1893) loss_rec_all: 0.2046 (0.2153) loss_rec_sfr: 0.2638 (0.2757) loss_cl: -0.2791 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [21:00:45.692331] Epoch: [324] [2820/2904] eta: 0:01:03 lr: 0.001659 loss: 0.1778 (0.1893) loss_rec_all: 0.2036 (0.2153) loss_rec_sfr: 0.2595 (0.2757) loss_cl: -0.2786 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [21:01:00.641052] Epoch: [324] [2840/2904] eta: 0:00:48 lr: 0.001659 loss: 0.1801 (0.1893) loss_rec_all: 0.2060 (0.2153) loss_rec_sfr: 0.2632 (0.2757) loss_cl: -0.2788 (-0.2789) time: 0.7474 data: 0.0027 max mem: 29860 [21:01:15.549893] Epoch: [324] [2860/2904] eta: 0:00:33 lr: 0.001659 loss: 0.1803 (0.1893) loss_rec_all: 0.2063 (0.2152) loss_rec_sfr: 0.2592 (0.2756) loss_cl: -0.2789 (-0.2789) time: 0.7454 data: 0.0001 max mem: 29860 [21:01:30.451220] Epoch: [324] [2880/2904] eta: 0:00:18 lr: 0.001659 loss: 0.1784 (0.1893) loss_rec_all: 0.2047 (0.2152) loss_rec_sfr: 0.2609 (0.2756) loss_cl: -0.2788 (-0.2789) time: 0.7450 data: 0.0001 max mem: 29860 [21:01:45.343933] Epoch: [324] [2900/2904] eta: 0:00:03 lr: 0.001659 loss: 0.1841 (0.1893) loss_rec_all: 0.2103 (0.2153) loss_rec_sfr: 0.2647 (0.2758) loss_cl: -0.2795 (-0.2789) time: 0.7446 data: 0.0001 max mem: 29860 [21:01:47.585555] Epoch: [324] [2903/2904] eta: 0:00:00 lr: 0.001659 loss: 0.1796 (0.1893) loss_rec_all: 0.2059 (0.2153) loss_rec_sfr: 0.2643 (0.2758) loss_cl: -0.2795 (-0.2789) time: 0.7446 data: 0.0001 max mem: 29860 [21:01:49.789364] Epoch: [324] Total time: 0:36:27 (0.7534 s / it) [21:01:49.790167] Averaged stats: lr: 0.001659 loss: 0.1796 (0.1924) loss_rec_all: 0.2059 (0.2160) loss_rec_sfr: 0.2643 (0.2779) loss_cl: -0.2795 (-0.2556) [21:01:49.795050] log_dir: ./checkpoint/VF2_ViT-B [21:02:06.218238] Epoch: [325] [ 0/2904] eta: 13:14:51 lr: 0.001659 loss: 0.1771 (0.1771) loss_rec_all: 0.2035 (0.2035) loss_rec_sfr: 0.1922 (0.1922) loss_cl: -0.2781 (-0.2781) time: 16.4226 data: 15.6913 max mem: 29860 [21:02:22.519608] Epoch: [325] [ 20/2904] eta: 1:14:53 lr: 0.001659 loss: 0.1785 (0.1882) loss_rec_all: 0.2046 (0.2142) loss_rec_sfr: 0.2595 (0.2730) loss_cl: -0.2795 (-0.2794) time: 0.8150 data: 0.0283 max mem: 29860 [21:02:37.402851] Epoch: [325] [ 40/2904] eta: 0:55:25 lr: 0.001659 loss: 0.1767 (0.1880) loss_rec_all: 0.2031 (0.2139) loss_rec_sfr: 0.2663 (0.2774) loss_cl: -0.2786 (-0.2790) time: 0.7441 data: 0.0002 max mem: 29860 [21:02:52.456347] Epoch: [325] [ 60/2904] eta: 0:48:41 lr: 0.001659 loss: 0.1927 (0.1927) loss_rec_all: 0.2189 (0.2186) loss_rec_sfr: 0.2674 (0.2914) loss_cl: -0.2792 (-0.2790) time: 0.7526 data: 0.0002 max mem: 29860 [21:03:07.362602] Epoch: [325] [ 80/2904] eta: 0:45:04 lr: 0.001659 loss: 0.1794 (0.1920) loss_rec_all: 0.2055 (0.2179) loss_rec_sfr: 0.2508 (0.2865) loss_cl: -0.2784 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [21:03:22.264729] Epoch: [325] [ 100/2904] eta: 0:42:47 lr: 0.001659 loss: 0.1845 (0.1929) loss_rec_all: 0.2104 (0.2188) loss_rec_sfr: 0.2619 (0.2903) loss_cl: -0.2789 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [21:03:37.170690] Epoch: [325] [ 120/2904] eta: 0:41:10 lr: 0.001659 loss: 0.1823 (0.1936) loss_rec_all: 0.2083 (0.2195) loss_rec_sfr: 0.2659 (0.2920) loss_cl: -0.2795 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [21:03:52.074317] Epoch: [325] [ 140/2904] eta: 0:39:56 lr: 0.001659 loss: 0.1771 (0.1923) loss_rec_all: 0.2034 (0.2181) loss_rec_sfr: 0.2658 (0.2888) loss_cl: -0.2786 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [21:04:06.982245] Epoch: [325] [ 160/2904] eta: 0:38:58 lr: 0.001659 loss: 0.1819 (0.1917) loss_rec_all: 0.2078 (0.2176) loss_rec_sfr: 0.2538 (0.2850) loss_cl: -0.2790 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [21:04:21.882994] Epoch: [325] [ 180/2904] eta: 0:38:08 lr: 0.001659 loss: 0.1772 (0.1913) loss_rec_all: 0.2032 (0.2172) loss_rec_sfr: 0.2637 (0.2847) loss_cl: -0.2792 (-0.2789) time: 0.7450 data: 0.0002 max mem: 29860 [21:04:36.816178] Epoch: [325] [ 200/2904] eta: 0:37:26 lr: 0.001659 loss: 0.1767 (0.1909) loss_rec_all: 0.2030 (0.2168) loss_rec_sfr: 0.2408 (0.2830) loss_cl: -0.2786 (-0.2789) time: 0.7466 data: 0.0002 max mem: 29860 [21:04:51.725594] Epoch: [325] [ 220/2904] eta: 0:36:49 lr: 0.001659 loss: 0.1799 (0.1908) loss_rec_all: 0.2058 (0.2167) loss_rec_sfr: 0.2588 (0.2824) loss_cl: -0.2785 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [21:05:06.660814] Epoch: [325] [ 240/2904] eta: 0:36:16 lr: 0.001659 loss: 0.1785 (0.1909) loss_rec_all: 0.2045 (0.2168) loss_rec_sfr: 0.2598 (0.2825) loss_cl: -0.2789 (-0.2789) time: 0.7467 data: 0.0002 max mem: 29860 [21:05:21.571090] Epoch: [325] [ 260/2904] eta: 0:35:45 lr: 0.001659 loss: 0.1807 (0.1913) loss_rec_all: 0.2072 (0.2173) loss_rec_sfr: 0.2605 (0.2834) loss_cl: -0.2792 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [21:05:36.473898] Epoch: [325] [ 280/2904] eta: 0:35:16 lr: 0.001659 loss: 0.1834 (0.1912) loss_rec_all: 0.2095 (0.2171) loss_rec_sfr: 0.2633 (0.2824) loss_cl: -0.2793 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [21:05:51.380210] Epoch: [325] [ 300/2904] eta: 0:34:49 lr: 0.001659 loss: 0.1757 (0.1906) loss_rec_all: 0.2019 (0.2165) loss_rec_sfr: 0.2576 (0.2809) loss_cl: -0.2789 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [21:06:06.288674] Epoch: [325] [ 320/2904] eta: 0:34:24 lr: 0.001659 loss: 0.1773 (0.1903) loss_rec_all: 0.2038 (0.2162) loss_rec_sfr: 0.2579 (0.2802) loss_cl: -0.2789 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [21:06:21.201780] Epoch: [325] [ 340/2904] eta: 0:34:00 lr: 0.001659 loss: 0.1762 (0.1897) loss_rec_all: 0.2026 (0.2156) loss_rec_sfr: 0.2570 (0.2782) loss_cl: -0.2783 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [21:06:36.110884] Epoch: [325] [ 360/2904] eta: 0:33:37 lr: 0.001659 loss: 0.1776 (0.1897) loss_rec_all: 0.2038 (0.2157) loss_rec_sfr: 0.2616 (0.2783) loss_cl: -0.2789 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [21:06:51.019451] Epoch: [325] [ 380/2904] eta: 0:33:15 lr: 0.001659 loss: 0.1817 (0.1896) loss_rec_all: 0.2078 (0.2155) loss_rec_sfr: 0.2535 (0.2771) loss_cl: -0.2795 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [21:07:05.927878] Epoch: [325] [ 400/2904] eta: 0:32:53 lr: 0.001659 loss: 0.1788 (0.1895) loss_rec_all: 0.2050 (0.2155) loss_rec_sfr: 0.2565 (0.2773) loss_cl: -0.2803 (-0.2790) time: 0.7454 data: 0.0002 max mem: 29860 [21:07:20.836803] Epoch: [325] [ 420/2904] eta: 0:32:33 lr: 0.001659 loss: 0.1805 (0.1896) loss_rec_all: 0.2066 (0.2155) loss_rec_sfr: 0.2617 (0.2777) loss_cl: -0.2793 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [21:07:35.749888] Epoch: [325] [ 440/2904] eta: 0:32:12 lr: 0.001659 loss: 0.1800 (0.1894) loss_rec_all: 0.2063 (0.2153) loss_rec_sfr: 0.2589 (0.2772) loss_cl: -0.2776 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [21:07:50.662835] Epoch: [325] [ 460/2904] eta: 0:31:53 lr: 0.001658 loss: 0.1831 (0.1897) loss_rec_all: 0.2087 (0.2157) loss_rec_sfr: 0.2615 (0.2783) loss_cl: -0.2776 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [21:08:05.573622] Epoch: [325] [ 480/2904] eta: 0:31:33 lr: 0.001658 loss: 0.1775 (0.1897) loss_rec_all: 0.2037 (0.2156) loss_rec_sfr: 0.2556 (0.2780) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [21:08:20.486151] Epoch: [325] [ 500/2904] eta: 0:31:14 lr: 0.001658 loss: 0.1801 (0.1898) loss_rec_all: 0.2065 (0.2157) loss_rec_sfr: 0.2451 (0.2780) loss_cl: -0.2799 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [21:08:35.426036] Epoch: [325] [ 520/2904] eta: 0:30:55 lr: 0.001658 loss: 0.1796 (0.1899) loss_rec_all: 0.2061 (0.2158) loss_rec_sfr: 0.2623 (0.2783) loss_cl: -0.2795 (-0.2789) time: 0.7470 data: 0.0002 max mem: 29860 [21:08:50.365028] Epoch: [325] [ 540/2904] eta: 0:30:37 lr: 0.001658 loss: 0.1784 (0.1899) loss_rec_all: 0.2044 (0.2158) loss_rec_sfr: 0.2608 (0.2787) loss_cl: -0.2786 (-0.2789) time: 0.7469 data: 0.0003 max mem: 29860 [21:09:05.305425] Epoch: [325] [ 560/2904] eta: 0:30:19 lr: 0.001658 loss: 0.1770 (0.1898) loss_rec_all: 0.2031 (0.2157) loss_rec_sfr: 0.2590 (0.2785) loss_cl: -0.2790 (-0.2789) time: 0.7469 data: 0.0003 max mem: 29860 [21:09:20.228770] Epoch: [325] [ 580/2904] eta: 0:30:01 lr: 0.001658 loss: 0.1848 (0.1902) loss_rec_all: 0.2106 (0.2162) loss_rec_sfr: 0.2544 (0.2795) loss_cl: -0.2780 (-0.2788) time: 0.7461 data: 0.0004 max mem: 29860 [21:09:35.164342] Epoch: [325] [ 600/2904] eta: 0:29:43 lr: 0.001658 loss: 0.1795 (0.1902) loss_rec_all: 0.2053 (0.2161) loss_rec_sfr: 0.2654 (0.2793) loss_cl: -0.2783 (-0.2788) time: 0.7467 data: 0.0003 max mem: 29860 [21:09:50.096474] Epoch: [325] [ 620/2904] eta: 0:29:26 lr: 0.001658 loss: 0.1807 (0.1901) loss_rec_all: 0.2073 (0.2160) loss_rec_sfr: 0.2516 (0.2789) loss_cl: -0.2791 (-0.2788) time: 0.7465 data: 0.0004 max mem: 29860 [21:10:05.031645] Epoch: [325] [ 640/2904] eta: 0:29:09 lr: 0.001658 loss: 0.1798 (0.1898) loss_rec_all: 0.2061 (0.2158) loss_rec_sfr: 0.2287 (0.2779) loss_cl: -0.2802 (-0.2789) time: 0.7467 data: 0.0004 max mem: 29860 [21:10:19.966012] Epoch: [325] [ 660/2904] eta: 0:28:51 lr: 0.001658 loss: 0.1805 (0.1896) loss_rec_all: 0.2069 (0.2156) loss_rec_sfr: 0.2651 (0.2776) loss_cl: -0.2799 (-0.2789) time: 0.7467 data: 0.0003 max mem: 29860 [21:10:34.876830] Epoch: [325] [ 680/2904] eta: 0:28:34 lr: 0.001658 loss: 0.1834 (0.1897) loss_rec_all: 0.2095 (0.2156) loss_rec_sfr: 0.2568 (0.2775) loss_cl: -0.2791 (-0.2789) time: 0.7455 data: 0.0003 max mem: 29860 [21:10:49.785824] Epoch: [325] [ 700/2904] eta: 0:28:17 lr: 0.001658 loss: 0.1832 (0.1898) loss_rec_all: 0.2091 (0.2157) loss_rec_sfr: 0.2680 (0.2780) loss_cl: -0.2780 (-0.2789) time: 0.7454 data: 0.0003 max mem: 29860 [21:11:04.695732] Epoch: [325] [ 720/2904] eta: 0:28:00 lr: 0.001658 loss: 0.1827 (0.1899) loss_rec_all: 0.2087 (0.2158) loss_rec_sfr: 0.2600 (0.2781) loss_cl: -0.2788 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [21:11:19.602206] Epoch: [325] [ 740/2904] eta: 0:27:43 lr: 0.001658 loss: 0.1797 (0.1898) loss_rec_all: 0.2060 (0.2158) loss_rec_sfr: 0.2576 (0.2780) loss_cl: -0.2785 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [21:11:34.503750] Epoch: [325] [ 760/2904] eta: 0:27:27 lr: 0.001658 loss: 0.1776 (0.1895) loss_rec_all: 0.2038 (0.2155) loss_rec_sfr: 0.2478 (0.2769) loss_cl: -0.2797 (-0.2789) time: 0.7450 data: 0.0002 max mem: 29860 [21:11:49.413330] Epoch: [325] [ 780/2904] eta: 0:27:10 lr: 0.001658 loss: 0.1821 (0.1897) loss_rec_all: 0.2081 (0.2156) loss_rec_sfr: 0.2570 (0.2774) loss_cl: -0.2784 (-0.2789) time: 0.7454 data: 0.0003 max mem: 29860 [21:12:04.322402] Epoch: [325] [ 800/2904] eta: 0:26:54 lr: 0.001658 loss: 0.1783 (0.1896) loss_rec_all: 0.2046 (0.2156) loss_rec_sfr: 0.2164 (0.2769) loss_cl: -0.2783 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [21:12:19.246313] Epoch: [325] [ 820/2904] eta: 0:26:37 lr: 0.001658 loss: 0.1768 (0.1894) loss_rec_all: 0.2032 (0.2154) loss_rec_sfr: 0.2577 (0.2764) loss_cl: -0.2796 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [21:12:34.160889] Epoch: [325] [ 840/2904] eta: 0:26:21 lr: 0.001658 loss: 0.1790 (0.1894) loss_rec_all: 0.2050 (0.2153) loss_rec_sfr: 0.2590 (0.2763) loss_cl: -0.2792 (-0.2789) time: 0.7457 data: 0.0003 max mem: 29860 [21:12:49.072105] Epoch: [325] [ 860/2904] eta: 0:26:05 lr: 0.001658 loss: 0.1813 (0.1894) loss_rec_all: 0.2076 (0.2154) loss_rec_sfr: 0.2566 (0.2763) loss_cl: -0.2785 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [21:13:04.010652] Epoch: [325] [ 880/2904] eta: 0:25:48 lr: 0.001658 loss: 0.1760 (0.1894) loss_rec_all: 0.2023 (0.2154) loss_rec_sfr: 0.2535 (0.2764) loss_cl: -0.2786 (-0.2788) time: 0.7469 data: 0.0003 max mem: 29860 [21:13:18.933463] Epoch: [325] [ 900/2904] eta: 0:25:32 lr: 0.001658 loss: 0.1809 (0.1895) loss_rec_all: 0.2075 (0.2154) loss_rec_sfr: 0.2611 (0.2766) loss_cl: -0.2794 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [21:13:33.867136] Epoch: [325] [ 920/2904] eta: 0:25:16 lr: 0.001658 loss: 0.1810 (0.1894) loss_rec_all: 0.2074 (0.2154) loss_rec_sfr: 0.2275 (0.2761) loss_cl: -0.2796 (-0.2789) time: 0.7466 data: 0.0003 max mem: 29860 [21:13:48.824217] Epoch: [325] [ 940/2904] eta: 0:25:00 lr: 0.001658 loss: 0.1797 (0.1895) loss_rec_all: 0.2059 (0.2154) loss_rec_sfr: 0.2578 (0.2762) loss_cl: -0.2784 (-0.2789) time: 0.7478 data: 0.0003 max mem: 29860 [21:14:03.757647] Epoch: [325] [ 960/2904] eta: 0:24:44 lr: 0.001658 loss: 0.1752 (0.1892) loss_rec_all: 0.2011 (0.2151) loss_rec_sfr: 0.2202 (0.2752) loss_cl: -0.2786 (-0.2789) time: 0.7466 data: 0.0002 max mem: 29860 [21:14:18.694900] Epoch: [325] [ 980/2904] eta: 0:24:28 lr: 0.001658 loss: 0.1791 (0.1892) loss_rec_all: 0.2051 (0.2151) loss_rec_sfr: 0.2484 (0.2750) loss_cl: -0.2790 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [21:14:33.643699] Epoch: [325] [1000/2904] eta: 0:24:12 lr: 0.001658 loss: 0.1859 (0.1894) loss_rec_all: 0.2121 (0.2153) loss_rec_sfr: 0.2615 (0.2755) loss_cl: -0.2792 (-0.2788) time: 0.7474 data: 0.0003 max mem: 29860 [21:14:48.575965] Epoch: [325] [1020/2904] eta: 0:23:56 lr: 0.001658 loss: 0.1876 (0.1896) loss_rec_all: 0.2137 (0.2156) loss_rec_sfr: 0.2661 (0.2762) loss_cl: -0.2800 (-0.2789) time: 0.7466 data: 0.0002 max mem: 29860 [21:15:03.510873] Epoch: [325] [1040/2904] eta: 0:23:41 lr: 0.001658 loss: 0.1803 (0.1897) loss_rec_all: 0.2066 (0.2157) loss_rec_sfr: 0.2658 (0.2763) loss_cl: -0.2789 (-0.2789) time: 0.7467 data: 0.0002 max mem: 29860 [21:15:18.435601] Epoch: [325] [1060/2904] eta: 0:23:25 lr: 0.001658 loss: 0.1781 (0.1897) loss_rec_all: 0.2040 (0.2156) loss_rec_sfr: 0.2646 (0.2763) loss_cl: -0.2784 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [21:15:33.353576] Epoch: [325] [1080/2904] eta: 0:23:09 lr: 0.001658 loss: 0.1781 (0.1896) loss_rec_all: 0.2041 (0.2155) loss_rec_sfr: 0.2587 (0.2760) loss_cl: -0.2779 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [21:15:48.277804] Epoch: [325] [1100/2904] eta: 0:22:53 lr: 0.001657 loss: 0.1782 (0.1896) loss_rec_all: 0.2044 (0.2156) loss_rec_sfr: 0.2710 (0.2764) loss_cl: -0.2787 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [21:16:03.218687] Epoch: [325] [1120/2904] eta: 0:22:38 lr: 0.001657 loss: 0.1888 (0.1899) loss_rec_all: 0.2148 (0.2158) loss_rec_sfr: 0.2687 (0.2774) loss_cl: -0.2790 (-0.2788) time: 0.7470 data: 0.0003 max mem: 29860 [21:16:18.139658] Epoch: [325] [1140/2904] eta: 0:22:22 lr: 0.001657 loss: 0.1785 (0.1899) loss_rec_all: 0.2045 (0.2158) loss_rec_sfr: 0.2554 (0.2773) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [21:16:33.063833] Epoch: [325] [1160/2904] eta: 0:22:06 lr: 0.001657 loss: 0.1816 (0.1899) loss_rec_all: 0.2077 (0.2158) loss_rec_sfr: 0.2598 (0.2773) loss_cl: -0.2787 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [21:16:47.983633] Epoch: [325] [1180/2904] eta: 0:21:51 lr: 0.001657 loss: 0.1794 (0.1899) loss_rec_all: 0.2054 (0.2158) loss_rec_sfr: 0.2631 (0.2773) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [21:17:02.904624] Epoch: [325] [1200/2904] eta: 0:21:35 lr: 0.001657 loss: 0.1776 (0.1898) loss_rec_all: 0.2039 (0.2157) loss_rec_sfr: 0.2357 (0.2771) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [21:17:17.823346] Epoch: [325] [1220/2904] eta: 0:21:19 lr: 0.001657 loss: 0.1806 (0.1899) loss_rec_all: 0.2065 (0.2158) loss_rec_sfr: 0.2607 (0.2774) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [21:17:32.751605] Epoch: [325] [1240/2904] eta: 0:21:04 lr: 0.001657 loss: 0.1779 (0.1899) loss_rec_all: 0.2043 (0.2158) loss_rec_sfr: 0.2530 (0.2773) loss_cl: -0.2783 (-0.2788) time: 0.7464 data: 0.0003 max mem: 29860 [21:17:47.678345] Epoch: [325] [1260/2904] eta: 0:20:48 lr: 0.001657 loss: 0.1783 (0.1899) loss_rec_all: 0.2045 (0.2158) loss_rec_sfr: 0.2552 (0.2772) loss_cl: -0.2797 (-0.2788) time: 0.7463 data: 0.0003 max mem: 29860 [21:18:02.592116] Epoch: [325] [1280/2904] eta: 0:20:33 lr: 0.001657 loss: 0.1812 (0.1899) loss_rec_all: 0.2077 (0.2158) loss_rec_sfr: 0.2579 (0.2773) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [21:18:17.511333] Epoch: [325] [1300/2904] eta: 0:20:17 lr: 0.001657 loss: 0.1789 (0.1898) loss_rec_all: 0.2051 (0.2158) loss_rec_sfr: 0.2246 (0.2769) loss_cl: -0.2783 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [21:18:32.429702] Epoch: [325] [1320/2904] eta: 0:20:02 lr: 0.001657 loss: 0.1767 (0.1900) loss_rec_all: 0.2026 (0.2159) loss_rec_sfr: 0.2687 (0.2774) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [21:18:47.347544] Epoch: [325] [1340/2904] eta: 0:19:46 lr: 0.001657 loss: 0.1813 (0.1900) loss_rec_all: 0.2075 (0.2159) loss_rec_sfr: 0.2517 (0.2775) loss_cl: -0.2795 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [21:19:02.261417] Epoch: [325] [1360/2904] eta: 0:19:31 lr: 0.001657 loss: 0.1812 (0.1900) loss_rec_all: 0.2073 (0.2160) loss_rec_sfr: 0.2604 (0.2775) loss_cl: -0.2797 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [21:19:17.175688] Epoch: [325] [1380/2904] eta: 0:19:15 lr: 0.001657 loss: 0.1792 (0.1900) loss_rec_all: 0.2056 (0.2159) loss_rec_sfr: 0.2573 (0.2773) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [21:19:32.091366] Epoch: [325] [1400/2904] eta: 0:19:00 lr: 0.001657 loss: 0.1767 (0.1899) loss_rec_all: 0.2035 (0.2158) loss_rec_sfr: 0.2285 (0.2770) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [21:19:47.001975] Epoch: [325] [1420/2904] eta: 0:18:44 lr: 0.001657 loss: 0.1754 (0.1897) loss_rec_all: 0.2016 (0.2157) loss_rec_sfr: 0.2574 (0.2765) loss_cl: -0.2792 (-0.2789) time: 0.7455 data: 0.0003 max mem: 29860 [21:20:01.911929] Epoch: [325] [1440/2904] eta: 0:18:29 lr: 0.001657 loss: 0.1810 (0.1898) loss_rec_all: 0.2072 (0.2158) loss_rec_sfr: 0.2551 (0.2767) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [21:20:16.817903] Epoch: [325] [1460/2904] eta: 0:18:14 lr: 0.001657 loss: 0.1795 (0.1898) loss_rec_all: 0.2055 (0.2157) loss_rec_sfr: 0.2641 (0.2766) loss_cl: -0.2783 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [21:20:31.720406] Epoch: [325] [1480/2904] eta: 0:17:58 lr: 0.001657 loss: 0.1784 (0.1898) loss_rec_all: 0.2052 (0.2158) loss_rec_sfr: 0.2715 (0.2768) loss_cl: -0.2794 (-0.2788) time: 0.7451 data: 0.0003 max mem: 29860 [21:20:46.654380] Epoch: [325] [1500/2904] eta: 0:17:43 lr: 0.001657 loss: 0.1831 (0.1898) loss_rec_all: 0.2090 (0.2157) loss_rec_sfr: 0.2551 (0.2765) loss_cl: -0.2785 (-0.2788) time: 0.7467 data: 0.0003 max mem: 29860 [21:21:01.585485] Epoch: [325] [1520/2904] eta: 0:17:27 lr: 0.001657 loss: 0.1803 (0.1898) loss_rec_all: 0.2060 (0.2157) loss_rec_sfr: 0.2277 (0.2762) loss_cl: -0.2778 (-0.2788) time: 0.7465 data: 0.0003 max mem: 29860 [21:21:16.512912] Epoch: [325] [1540/2904] eta: 0:17:12 lr: 0.001657 loss: 0.1805 (0.1898) loss_rec_all: 0.2067 (0.2157) loss_rec_sfr: 0.2613 (0.2764) loss_cl: -0.2793 (-0.2788) time: 0.7463 data: 0.0003 max mem: 29860 [21:21:31.439670] Epoch: [325] [1560/2904] eta: 0:16:57 lr: 0.001657 loss: 0.1837 (0.1898) loss_rec_all: 0.2103 (0.2158) loss_rec_sfr: 0.2566 (0.2765) loss_cl: -0.2790 (-0.2788) time: 0.7463 data: 0.0003 max mem: 29860 [21:21:46.355890] Epoch: [325] [1580/2904] eta: 0:16:41 lr: 0.001657 loss: 0.1824 (0.1898) loss_rec_all: 0.2085 (0.2157) loss_rec_sfr: 0.2522 (0.2761) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [21:22:01.271191] Epoch: [325] [1600/2904] eta: 0:16:26 lr: 0.001657 loss: 0.1820 (0.1898) loss_rec_all: 0.2081 (0.2158) loss_rec_sfr: 0.2588 (0.2762) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [21:22:16.181694] Epoch: [325] [1620/2904] eta: 0:16:11 lr: 0.001657 loss: 0.1843 (0.1900) loss_rec_all: 0.2107 (0.2159) loss_rec_sfr: 0.2667 (0.2768) loss_cl: -0.2782 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [21:22:31.087921] Epoch: [325] [1640/2904] eta: 0:15:56 lr: 0.001657 loss: 0.1793 (0.1900) loss_rec_all: 0.2054 (0.2160) loss_rec_sfr: 0.2652 (0.2769) loss_cl: -0.2785 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [21:22:45.996586] Epoch: [325] [1660/2904] eta: 0:15:40 lr: 0.001657 loss: 0.1803 (0.1901) loss_rec_all: 0.2062 (0.2160) loss_rec_sfr: 0.2618 (0.2771) loss_cl: -0.2791 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [21:23:00.912996] Epoch: [325] [1680/2904] eta: 0:15:25 lr: 0.001657 loss: 0.1777 (0.1901) loss_rec_all: 0.2043 (0.2160) loss_rec_sfr: 0.2341 (0.2769) loss_cl: -0.2795 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [21:23:15.830069] Epoch: [325] [1700/2904] eta: 0:15:10 lr: 0.001657 loss: 0.1791 (0.1901) loss_rec_all: 0.2054 (0.2160) loss_rec_sfr: 0.2539 (0.2770) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [21:23:30.743580] Epoch: [325] [1720/2904] eta: 0:14:54 lr: 0.001657 loss: 0.1819 (0.1901) loss_rec_all: 0.2078 (0.2160) loss_rec_sfr: 0.2672 (0.2772) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [21:23:45.653426] Epoch: [325] [1740/2904] eta: 0:14:39 lr: 0.001656 loss: 0.1805 (0.1900) loss_rec_all: 0.2067 (0.2160) loss_rec_sfr: 0.2517 (0.2769) loss_cl: -0.2782 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [21:24:00.553964] Epoch: [325] [1760/2904] eta: 0:14:24 lr: 0.001656 loss: 0.1794 (0.1901) loss_rec_all: 0.2059 (0.2160) loss_rec_sfr: 0.2593 (0.2772) loss_cl: -0.2780 (-0.2788) time: 0.7450 data: 0.0003 max mem: 29860 [21:24:15.469750] Epoch: [325] [1780/2904] eta: 0:14:09 lr: 0.001656 loss: 0.1798 (0.1901) loss_rec_all: 0.2060 (0.2160) loss_rec_sfr: 0.2602 (0.2771) loss_cl: -0.2781 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [21:24:30.384644] Epoch: [325] [1800/2904] eta: 0:13:53 lr: 0.001656 loss: 0.1820 (0.1901) loss_rec_all: 0.2085 (0.2161) loss_rec_sfr: 0.2598 (0.2771) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [21:24:45.299997] Epoch: [325] [1820/2904] eta: 0:13:38 lr: 0.001656 loss: 0.1862 (0.1903) loss_rec_all: 0.2124 (0.2162) loss_rec_sfr: 0.2663 (0.2777) loss_cl: -0.2793 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [21:25:00.224555] Epoch: [325] [1840/2904] eta: 0:13:23 lr: 0.001656 loss: 0.1816 (0.1904) loss_rec_all: 0.2083 (0.2163) loss_rec_sfr: 0.2585 (0.2780) loss_cl: -0.2794 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [21:25:15.139527] Epoch: [325] [1860/2904] eta: 0:13:08 lr: 0.001656 loss: 0.1833 (0.1905) loss_rec_all: 0.2098 (0.2164) loss_rec_sfr: 0.2684 (0.2785) loss_cl: -0.2794 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [21:25:30.045549] Epoch: [325] [1880/2904] eta: 0:12:53 lr: 0.001656 loss: 0.1860 (0.1905) loss_rec_all: 0.2122 (0.2165) loss_rec_sfr: 0.2609 (0.2786) loss_cl: -0.2784 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [21:25:44.948018] Epoch: [325] [1900/2904] eta: 0:12:37 lr: 0.001656 loss: 0.1802 (0.1906) loss_rec_all: 0.2060 (0.2165) loss_rec_sfr: 0.2748 (0.2789) loss_cl: -0.2784 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [21:25:59.847545] Epoch: [325] [1920/2904] eta: 0:12:22 lr: 0.001656 loss: 0.1817 (0.1906) loss_rec_all: 0.2078 (0.2165) loss_rec_sfr: 0.2610 (0.2789) loss_cl: -0.2788 (-0.2788) time: 0.7449 data: 0.0002 max mem: 29860 [21:26:14.746267] Epoch: [325] [1940/2904] eta: 0:12:07 lr: 0.001656 loss: 0.1802 (0.1906) loss_rec_all: 0.2067 (0.2166) loss_rec_sfr: 0.2596 (0.2790) loss_cl: -0.2799 (-0.2788) time: 0.7449 data: 0.0002 max mem: 29860 [21:26:29.642478] Epoch: [325] [1960/2904] eta: 0:11:52 lr: 0.001656 loss: 0.1787 (0.1907) loss_rec_all: 0.2049 (0.2166) loss_rec_sfr: 0.2638 (0.2792) loss_cl: -0.2777 (-0.2788) time: 0.7448 data: 0.0002 max mem: 29860 [21:26:44.539238] Epoch: [325] [1980/2904] eta: 0:11:37 lr: 0.001656 loss: 0.1809 (0.1907) loss_rec_all: 0.2069 (0.2167) loss_rec_sfr: 0.2670 (0.2794) loss_cl: -0.2787 (-0.2788) time: 0.7448 data: 0.0003 max mem: 29860 [21:26:59.442747] Epoch: [325] [2000/2904] eta: 0:11:21 lr: 0.001656 loss: 0.1761 (0.1907) loss_rec_all: 0.2024 (0.2166) loss_rec_sfr: 0.2603 (0.2793) loss_cl: -0.2784 (-0.2788) time: 0.7451 data: 0.0003 max mem: 29860 [21:27:14.338375] Epoch: [325] [2020/2904] eta: 0:11:06 lr: 0.001656 loss: 0.1779 (0.1906) loss_rec_all: 0.2036 (0.2166) loss_rec_sfr: 0.2578 (0.2792) loss_cl: -0.2772 (-0.2788) time: 0.7447 data: 0.0003 max mem: 29860 [21:27:29.240139] Epoch: [325] [2040/2904] eta: 0:10:51 lr: 0.001656 loss: 0.1798 (0.1906) loss_rec_all: 0.2062 (0.2165) loss_rec_sfr: 0.2564 (0.2789) loss_cl: -0.2776 (-0.2788) time: 0.7450 data: 0.0003 max mem: 29860 [21:27:44.141535] Epoch: [325] [2060/2904] eta: 0:10:36 lr: 0.001656 loss: 0.1818 (0.1906) loss_rec_all: 0.2077 (0.2165) loss_rec_sfr: 0.2665 (0.2789) loss_cl: -0.2793 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [21:27:59.042150] Epoch: [325] [2080/2904] eta: 0:10:21 lr: 0.001656 loss: 0.1829 (0.1906) loss_rec_all: 0.2091 (0.2166) loss_rec_sfr: 0.2661 (0.2792) loss_cl: -0.2792 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [21:28:14.097528] Epoch: [325] [2100/2904] eta: 0:10:06 lr: 0.001656 loss: 0.1806 (0.1906) loss_rec_all: 0.2068 (0.2166) loss_rec_sfr: 0.2688 (0.2793) loss_cl: -0.2802 (-0.2788) time: 0.7527 data: 0.0002 max mem: 29860 [21:28:28.996265] Epoch: [325] [2120/2904] eta: 0:09:51 lr: 0.001656 loss: 0.1837 (0.1907) loss_rec_all: 0.2100 (0.2166) loss_rec_sfr: 0.2613 (0.2794) loss_cl: -0.2800 (-0.2788) time: 0.7449 data: 0.0002 max mem: 29860 [21:28:43.895346] Epoch: [325] [2140/2904] eta: 0:09:35 lr: 0.001656 loss: 0.1793 (0.1907) loss_rec_all: 0.2053 (0.2166) loss_rec_sfr: 0.2675 (0.2794) loss_cl: -0.2785 (-0.2788) time: 0.7449 data: 0.0002 max mem: 29860 [21:28:58.796558] Epoch: [325] [2160/2904] eta: 0:09:20 lr: 0.001656 loss: 0.1819 (0.1908) loss_rec_all: 0.2080 (0.2167) loss_rec_sfr: 0.2661 (0.2798) loss_cl: -0.2776 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [21:29:13.697097] Epoch: [325] [2180/2904] eta: 0:09:05 lr: 0.001656 loss: 0.1815 (0.1908) loss_rec_all: 0.2074 (0.2167) loss_rec_sfr: 0.2645 (0.2800) loss_cl: -0.2779 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [21:29:28.597111] Epoch: [325] [2200/2904] eta: 0:08:50 lr: 0.001656 loss: 0.1812 (0.1908) loss_rec_all: 0.2075 (0.2167) loss_rec_sfr: 0.2576 (0.2799) loss_cl: -0.2784 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [21:29:43.493989] Epoch: [325] [2220/2904] eta: 0:08:35 lr: 0.001656 loss: 0.1795 (0.1907) loss_rec_all: 0.2054 (0.2167) loss_rec_sfr: 0.2543 (0.2797) loss_cl: -0.2787 (-0.2788) time: 0.7448 data: 0.0002 max mem: 29860 [21:29:58.393555] Epoch: [325] [2240/2904] eta: 0:08:20 lr: 0.001656 loss: 0.1795 (0.1907) loss_rec_all: 0.2059 (0.2166) loss_rec_sfr: 0.2619 (0.2796) loss_cl: -0.2789 (-0.2788) time: 0.7449 data: 0.0002 max mem: 29860 [21:30:13.289920] Epoch: [325] [2260/2904] eta: 0:08:05 lr: 0.001656 loss: 0.1802 (0.1907) loss_rec_all: 0.2063 (0.2166) loss_rec_sfr: 0.2682 (0.2797) loss_cl: -0.2790 (-0.2788) time: 0.7448 data: 0.0002 max mem: 29860 [21:30:28.189253] Epoch: [325] [2280/2904] eta: 0:07:50 lr: 0.001656 loss: 0.1825 (0.1907) loss_rec_all: 0.2087 (0.2166) loss_rec_sfr: 0.2593 (0.2796) loss_cl: -0.2786 (-0.2788) time: 0.7449 data: 0.0002 max mem: 29860 [21:30:43.082623] Epoch: [325] [2300/2904] eta: 0:07:34 lr: 0.001656 loss: 0.1832 (0.1907) loss_rec_all: 0.2093 (0.2167) loss_rec_sfr: 0.2724 (0.2800) loss_cl: -0.2787 (-0.2788) time: 0.7446 data: 0.0002 max mem: 29860 [21:30:57.972461] Epoch: [325] [2320/2904] eta: 0:07:19 lr: 0.001656 loss: 0.1799 (0.1907) loss_rec_all: 0.2061 (0.2167) loss_rec_sfr: 0.2574 (0.2800) loss_cl: -0.2797 (-0.2788) time: 0.7445 data: 0.0002 max mem: 29860 [21:31:12.877713] Epoch: [325] [2340/2904] eta: 0:07:04 lr: 0.001656 loss: 0.1796 (0.1907) loss_rec_all: 0.2057 (0.2167) loss_rec_sfr: 0.2604 (0.2800) loss_cl: -0.2794 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [21:31:27.778071] Epoch: [325] [2360/2904] eta: 0:06:49 lr: 0.001655 loss: 0.1791 (0.1907) loss_rec_all: 0.2051 (0.2167) loss_rec_sfr: 0.2680 (0.2801) loss_cl: -0.2783 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [21:31:42.682635] Epoch: [325] [2380/2904] eta: 0:06:34 lr: 0.001655 loss: 0.1786 (0.1907) loss_rec_all: 0.2047 (0.2166) loss_rec_sfr: 0.2558 (0.2799) loss_cl: -0.2786 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [21:31:57.580113] Epoch: [325] [2400/2904] eta: 0:06:19 lr: 0.001655 loss: 0.1802 (0.1907) loss_rec_all: 0.2068 (0.2166) loss_rec_sfr: 0.2612 (0.2799) loss_cl: -0.2793 (-0.2788) time: 0.7448 data: 0.0002 max mem: 29860 [21:32:12.477693] Epoch: [325] [2420/2904] eta: 0:06:04 lr: 0.001655 loss: 0.1826 (0.1907) loss_rec_all: 0.2085 (0.2166) loss_rec_sfr: 0.2636 (0.2799) loss_cl: -0.2789 (-0.2788) time: 0.7448 data: 0.0002 max mem: 29860 [21:32:27.378713] Epoch: [325] [2440/2904] eta: 0:05:49 lr: 0.001655 loss: 0.1783 (0.1906) loss_rec_all: 0.2043 (0.2165) loss_rec_sfr: 0.2231 (0.2797) loss_cl: -0.2786 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [21:32:42.273424] Epoch: [325] [2460/2904] eta: 0:05:34 lr: 0.001655 loss: 0.1776 (0.1906) loss_rec_all: 0.2037 (0.2165) loss_rec_sfr: 0.2289 (0.2795) loss_cl: -0.2785 (-0.2788) time: 0.7447 data: 0.0002 max mem: 29860 [21:32:57.171736] Epoch: [325] [2480/2904] eta: 0:05:19 lr: 0.001655 loss: 0.1823 (0.1906) loss_rec_all: 0.2083 (0.2165) loss_rec_sfr: 0.2637 (0.2795) loss_cl: -0.2785 (-0.2788) time: 0.7449 data: 0.0002 max mem: 29860 [21:33:12.071251] Epoch: [325] [2500/2904] eta: 0:05:04 lr: 0.001655 loss: 0.1812 (0.1906) loss_rec_all: 0.2076 (0.2165) loss_rec_sfr: 0.2522 (0.2796) loss_cl: -0.2785 (-0.2788) time: 0.7449 data: 0.0002 max mem: 29860 [21:33:26.977202] Epoch: [325] [2520/2904] eta: 0:04:48 lr: 0.001655 loss: 0.1794 (0.1906) loss_rec_all: 0.2056 (0.2165) loss_rec_sfr: 0.2524 (0.2795) loss_cl: -0.2795 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [21:33:41.893663] Epoch: [325] [2540/2904] eta: 0:04:33 lr: 0.001655 loss: 0.1825 (0.1907) loss_rec_all: 0.2091 (0.2166) loss_rec_sfr: 0.2692 (0.2797) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [21:33:56.805151] Epoch: [325] [2560/2904] eta: 0:04:18 lr: 0.001655 loss: 0.1778 (0.1907) loss_rec_all: 0.2043 (0.2166) loss_rec_sfr: 0.2517 (0.2797) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [21:34:11.699720] Epoch: [325] [2580/2904] eta: 0:04:03 lr: 0.001655 loss: 0.1769 (0.1907) loss_rec_all: 0.2031 (0.2166) loss_rec_sfr: 0.2274 (0.2796) loss_cl: -0.2786 (-0.2788) time: 0.7447 data: 0.0002 max mem: 29860 [21:34:26.591015] Epoch: [325] [2600/2904] eta: 0:03:48 lr: 0.001655 loss: 0.1766 (0.1906) loss_rec_all: 0.2027 (0.2165) loss_rec_sfr: 0.2289 (0.2794) loss_cl: -0.2791 (-0.2788) time: 0.7445 data: 0.0002 max mem: 29860 [21:34:41.498026] Epoch: [325] [2620/2904] eta: 0:03:33 lr: 0.001655 loss: 0.1808 (0.1907) loss_rec_all: 0.2069 (0.2166) loss_rec_sfr: 0.2606 (0.2795) loss_cl: -0.2794 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [21:34:56.396031] Epoch: [325] [2640/2904] eta: 0:03:18 lr: 0.001655 loss: 0.1802 (0.1906) loss_rec_all: 0.2062 (0.2166) loss_rec_sfr: 0.2595 (0.2794) loss_cl: -0.2804 (-0.2788) time: 0.7449 data: 0.0002 max mem: 29860 [21:35:11.295250] Epoch: [325] [2660/2904] eta: 0:03:03 lr: 0.001655 loss: 0.1803 (0.1906) loss_rec_all: 0.2063 (0.2166) loss_rec_sfr: 0.2648 (0.2795) loss_cl: -0.2790 (-0.2789) time: 0.7449 data: 0.0002 max mem: 29860 [21:35:26.191304] Epoch: [325] [2680/2904] eta: 0:02:48 lr: 0.001655 loss: 0.1775 (0.1907) loss_rec_all: 0.2037 (0.2166) loss_rec_sfr: 0.2339 (0.2795) loss_cl: -0.2785 (-0.2788) time: 0.7448 data: 0.0002 max mem: 29860 [21:35:41.082926] Epoch: [325] [2700/2904] eta: 0:02:33 lr: 0.001655 loss: 0.1796 (0.1906) loss_rec_all: 0.2060 (0.2165) loss_rec_sfr: 0.2255 (0.2792) loss_cl: -0.2785 (-0.2788) time: 0.7445 data: 0.0002 max mem: 29860 [21:35:55.972794] Epoch: [325] [2720/2904] eta: 0:02:18 lr: 0.001655 loss: 0.1791 (0.1906) loss_rec_all: 0.2056 (0.2165) loss_rec_sfr: 0.2531 (0.2791) loss_cl: -0.2791 (-0.2788) time: 0.7445 data: 0.0002 max mem: 29860 [21:36:10.865824] Epoch: [325] [2740/2904] eta: 0:02:03 lr: 0.001655 loss: 0.1761 (0.1905) loss_rec_all: 0.2026 (0.2165) loss_rec_sfr: 0.2613 (0.2791) loss_cl: -0.2786 (-0.2788) time: 0.7446 data: 0.0002 max mem: 29860 [21:36:25.768002] Epoch: [325] [2760/2904] eta: 0:01:48 lr: 0.001655 loss: 0.1771 (0.1906) loss_rec_all: 0.2034 (0.2165) loss_rec_sfr: 0.2575 (0.2792) loss_cl: -0.2793 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [21:36:40.658963] Epoch: [325] [2780/2904] eta: 0:01:33 lr: 0.001655 loss: 0.1818 (0.1906) loss_rec_all: 0.2080 (0.2165) loss_rec_sfr: 0.2644 (0.2793) loss_cl: -0.2792 (-0.2788) time: 0.7445 data: 0.0002 max mem: 29860 [21:36:55.544533] Epoch: [325] [2800/2904] eta: 0:01:18 lr: 0.001655 loss: 0.1788 (0.1906) loss_rec_all: 0.2050 (0.2165) loss_rec_sfr: 0.2626 (0.2793) loss_cl: -0.2778 (-0.2788) time: 0.7442 data: 0.0002 max mem: 29860 [21:37:10.437326] Epoch: [325] [2820/2904] eta: 0:01:03 lr: 0.001655 loss: 0.1805 (0.1905) loss_rec_all: 0.2066 (0.2165) loss_rec_sfr: 0.2559 (0.2792) loss_cl: -0.2790 (-0.2788) time: 0.7446 data: 0.0002 max mem: 29860 [21:37:25.360253] Epoch: [325] [2840/2904] eta: 0:00:48 lr: 0.001655 loss: 0.1812 (0.1905) loss_rec_all: 0.2071 (0.2165) loss_rec_sfr: 0.2631 (0.2792) loss_cl: -0.2793 (-0.2788) time: 0.7461 data: 0.0025 max mem: 29860 [21:37:40.247698] Epoch: [325] [2860/2904] eta: 0:00:33 lr: 0.001655 loss: 0.1817 (0.1905) loss_rec_all: 0.2079 (0.2165) loss_rec_sfr: 0.2617 (0.2791) loss_cl: -0.2785 (-0.2788) time: 0.7443 data: 0.0001 max mem: 29860 [21:37:55.129184] Epoch: [325] [2880/2904] eta: 0:00:18 lr: 0.001655 loss: 0.1777 (0.1904) loss_rec_all: 0.2041 (0.2164) loss_rec_sfr: 0.2531 (0.2789) loss_cl: -0.2790 (-0.2788) time: 0.7440 data: 0.0001 max mem: 29860 [21:38:10.009777] Epoch: [325] [2900/2904] eta: 0:00:03 lr: 0.001655 loss: 0.1810 (0.1905) loss_rec_all: 0.2071 (0.2164) loss_rec_sfr: 0.2586 (0.2790) loss_cl: -0.2800 (-0.2788) time: 0.7440 data: 0.0001 max mem: 29860 [21:38:12.248784] Epoch: [325] [2903/2904] eta: 0:00:00 lr: 0.001655 loss: 0.1810 (0.1905) loss_rec_all: 0.2071 (0.2164) loss_rec_sfr: 0.2634 (0.2790) loss_cl: -0.2797 (-0.2788) time: 0.7440 data: 0.0001 max mem: 29860 [21:38:14.404492] Epoch: [325] Total time: 0:36:24 (0.7523 s / it) [21:38:14.407234] Averaged stats: lr: 0.001655 loss: 0.1810 (0.1927) loss_rec_all: 0.2071 (0.2163) loss_rec_sfr: 0.2634 (0.2790) loss_cl: -0.2797 (-0.2556) [21:38:14.412035] log_dir: ./checkpoint/VF2_ViT-B [21:38:32.471820] Epoch: [326] [ 0/2904] eta: 14:34:03 lr: 0.001655 loss: 0.1678 (0.1678) loss_rec_all: 0.1945 (0.1945) loss_rec_sfr: 0.2063 (0.2063) loss_cl: -0.2813 (-0.2813) time: 18.0591 data: 17.2148 max mem: 29860 [21:38:47.515683] Epoch: [326] [ 20/2904] eta: 1:15:45 lr: 0.001655 loss: 0.1804 (0.1933) loss_rec_all: 0.2066 (0.2193) loss_rec_sfr: 0.2542 (0.2890) loss_cl: -0.2792 (-0.2795) time: 0.7521 data: 0.0003 max mem: 29860 [21:39:02.370084] Epoch: [326] [ 40/2904] eta: 0:55:49 lr: 0.001655 loss: 0.1776 (0.1917) loss_rec_all: 0.2040 (0.2177) loss_rec_sfr: 0.2577 (0.2824) loss_cl: -0.2792 (-0.2792) time: 0.7427 data: 0.0002 max mem: 29860 [21:39:17.237285] Epoch: [326] [ 60/2904] eta: 0:48:48 lr: 0.001655 loss: 0.1826 (0.1931) loss_rec_all: 0.2087 (0.2190) loss_rec_sfr: 0.2630 (0.2854) loss_cl: -0.2784 (-0.2789) time: 0.7433 data: 0.0003 max mem: 29860 [21:39:32.114125] Epoch: [326] [ 80/2904] eta: 0:45:08 lr: 0.001655 loss: 0.1796 (0.1933) loss_rec_all: 0.2053 (0.2191) loss_rec_sfr: 0.2625 (0.2877) loss_cl: -0.2774 (-0.2785) time: 0.7438 data: 0.0002 max mem: 29860 [21:39:47.005327] Epoch: [326] [ 100/2904] eta: 0:42:50 lr: 0.001654 loss: 0.1786 (0.1916) loss_rec_all: 0.2049 (0.2175) loss_rec_sfr: 0.2451 (0.2824) loss_cl: -0.2788 (-0.2785) time: 0.7445 data: 0.0003 max mem: 29860 [21:40:01.889736] Epoch: [326] [ 120/2904] eta: 0:41:12 lr: 0.001654 loss: 0.1836 (0.1925) loss_rec_all: 0.2095 (0.2183) loss_rec_sfr: 0.2642 (0.2851) loss_cl: -0.2800 (-0.2787) time: 0.7442 data: 0.0003 max mem: 29860 [21:40:16.770359] Epoch: [326] [ 140/2904] eta: 0:39:58 lr: 0.001654 loss: 0.1821 (0.1920) loss_rec_all: 0.2082 (0.2179) loss_rec_sfr: 0.2592 (0.2825) loss_cl: -0.2798 (-0.2789) time: 0.7440 data: 0.0002 max mem: 29860 [21:40:31.651378] Epoch: [326] [ 160/2904] eta: 0:38:58 lr: 0.001654 loss: 0.1841 (0.1928) loss_rec_all: 0.2102 (0.2187) loss_rec_sfr: 0.2629 (0.2857) loss_cl: -0.2785 (-0.2788) time: 0.7440 data: 0.0002 max mem: 29860 [21:40:46.533701] Epoch: [326] [ 180/2904] eta: 0:38:09 lr: 0.001654 loss: 0.1796 (0.1925) loss_rec_all: 0.2056 (0.2184) loss_rec_sfr: 0.2596 (0.2850) loss_cl: -0.2785 (-0.2788) time: 0.7441 data: 0.0002 max mem: 29860 [21:41:01.434651] Epoch: [326] [ 200/2904] eta: 0:37:26 lr: 0.001654 loss: 0.1813 (0.1921) loss_rec_all: 0.2072 (0.2180) loss_rec_sfr: 0.2730 (0.2854) loss_cl: -0.2788 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [21:41:16.319067] Epoch: [326] [ 220/2904] eta: 0:36:49 lr: 0.001654 loss: 0.1780 (0.1916) loss_rec_all: 0.2040 (0.2175) loss_rec_sfr: 0.2464 (0.2838) loss_cl: -0.2795 (-0.2788) time: 0.7442 data: 0.0002 max mem: 29860 [21:41:31.356083] Epoch: [326] [ 240/2904] eta: 0:36:16 lr: 0.001654 loss: 0.1823 (0.1915) loss_rec_all: 0.2082 (0.2174) loss_rec_sfr: 0.2612 (0.2837) loss_cl: -0.2788 (-0.2789) time: 0.7518 data: 0.0002 max mem: 29860 [21:41:46.243531] Epoch: [326] [ 260/2904] eta: 0:35:45 lr: 0.001654 loss: 0.1859 (0.1917) loss_rec_all: 0.2118 (0.2176) loss_rec_sfr: 0.2603 (0.2843) loss_cl: -0.2784 (-0.2788) time: 0.7443 data: 0.0002 max mem: 29860 [21:42:01.130325] Epoch: [326] [ 280/2904] eta: 0:35:16 lr: 0.001654 loss: 0.1822 (0.1912) loss_rec_all: 0.2083 (0.2171) loss_rec_sfr: 0.2569 (0.2827) loss_cl: -0.2784 (-0.2788) time: 0.7443 data: 0.0002 max mem: 29860 [21:42:16.019074] Epoch: [326] [ 300/2904] eta: 0:34:50 lr: 0.001654 loss: 0.1805 (0.1912) loss_rec_all: 0.2068 (0.2171) loss_rec_sfr: 0.2618 (0.2822) loss_cl: -0.2790 (-0.2788) time: 0.7444 data: 0.0002 max mem: 29860 [21:42:30.917783] Epoch: [326] [ 320/2904] eta: 0:34:24 lr: 0.001654 loss: 0.1821 (0.1920) loss_rec_all: 0.2081 (0.2179) loss_rec_sfr: 0.2666 (0.2850) loss_cl: -0.2787 (-0.2788) time: 0.7449 data: 0.0002 max mem: 29860 [21:42:45.813012] Epoch: [326] [ 340/2904] eta: 0:34:00 lr: 0.001654 loss: 0.1865 (0.1924) loss_rec_all: 0.2125 (0.2183) loss_rec_sfr: 0.2683 (0.2865) loss_cl: -0.2790 (-0.2788) time: 0.7447 data: 0.0002 max mem: 29860 [21:43:00.707413] Epoch: [326] [ 360/2904] eta: 0:33:37 lr: 0.001654 loss: 0.1821 (0.1923) loss_rec_all: 0.2084 (0.2182) loss_rec_sfr: 0.2583 (0.2857) loss_cl: -0.2795 (-0.2788) time: 0.7447 data: 0.0002 max mem: 29860 [21:43:15.598815] Epoch: [326] [ 380/2904] eta: 0:33:15 lr: 0.001654 loss: 0.1779 (0.1919) loss_rec_all: 0.2044 (0.2178) loss_rec_sfr: 0.2587 (0.2843) loss_cl: -0.2784 (-0.2788) time: 0.7445 data: 0.0002 max mem: 29860 [21:43:30.498065] Epoch: [326] [ 400/2904] eta: 0:32:53 lr: 0.001654 loss: 0.1785 (0.1920) loss_rec_all: 0.2048 (0.2179) loss_rec_sfr: 0.2570 (0.2847) loss_cl: -0.2786 (-0.2788) time: 0.7449 data: 0.0002 max mem: 29860 [21:43:45.394595] Epoch: [326] [ 420/2904] eta: 0:32:32 lr: 0.001654 loss: 0.1805 (0.1914) loss_rec_all: 0.2065 (0.2173) loss_rec_sfr: 0.2528 (0.2825) loss_cl: -0.2788 (-0.2788) time: 0.7448 data: 0.0002 max mem: 29860 [21:44:00.290614] Epoch: [326] [ 440/2904] eta: 0:32:12 lr: 0.001654 loss: 0.1792 (0.1911) loss_rec_all: 0.2056 (0.2170) loss_rec_sfr: 0.2524 (0.2810) loss_cl: -0.2792 (-0.2788) time: 0.7448 data: 0.0002 max mem: 29860 [21:44:15.185067] Epoch: [326] [ 460/2904] eta: 0:31:52 lr: 0.001654 loss: 0.1791 (0.1908) loss_rec_all: 0.2053 (0.2167) loss_rec_sfr: 0.2570 (0.2804) loss_cl: -0.2793 (-0.2788) time: 0.7447 data: 0.0002 max mem: 29860 [21:44:30.079683] Epoch: [326] [ 480/2904] eta: 0:31:33 lr: 0.001654 loss: 0.1787 (0.1912) loss_rec_all: 0.2045 (0.2171) loss_rec_sfr: 0.2677 (0.2819) loss_cl: -0.2778 (-0.2788) time: 0.7447 data: 0.0002 max mem: 29860 [21:44:44.979037] Epoch: [326] [ 500/2904] eta: 0:31:13 lr: 0.001654 loss: 0.1804 (0.1911) loss_rec_all: 0.2066 (0.2170) loss_rec_sfr: 0.2591 (0.2812) loss_cl: -0.2781 (-0.2788) time: 0.7449 data: 0.0002 max mem: 29860 [21:44:59.879307] Epoch: [326] [ 520/2904] eta: 0:30:55 lr: 0.001654 loss: 0.1749 (0.1910) loss_rec_all: 0.2011 (0.2169) loss_rec_sfr: 0.2235 (0.2807) loss_cl: -0.2783 (-0.2787) time: 0.7450 data: 0.0002 max mem: 29860 [21:45:14.784871] Epoch: [326] [ 540/2904] eta: 0:30:36 lr: 0.001654 loss: 0.1801 (0.1910) loss_rec_all: 0.2063 (0.2169) loss_rec_sfr: 0.2578 (0.2808) loss_cl: -0.2791 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [21:45:29.681710] Epoch: [326] [ 560/2904] eta: 0:30:18 lr: 0.001654 loss: 0.1784 (0.1914) loss_rec_all: 0.2045 (0.2173) loss_rec_sfr: 0.2678 (0.2823) loss_cl: -0.2799 (-0.2788) time: 0.7448 data: 0.0002 max mem: 29860 [21:45:44.583341] Epoch: [326] [ 580/2904] eta: 0:30:00 lr: 0.001654 loss: 0.1825 (0.1914) loss_rec_all: 0.2086 (0.2173) loss_rec_sfr: 0.2638 (0.2824) loss_cl: -0.2797 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [21:45:59.482818] Epoch: [326] [ 600/2904] eta: 0:29:42 lr: 0.001654 loss: 0.1786 (0.1911) loss_rec_all: 0.2048 (0.2170) loss_rec_sfr: 0.2521 (0.2817) loss_cl: -0.2797 (-0.2788) time: 0.7449 data: 0.0002 max mem: 29860 [21:46:14.388335] Epoch: [326] [ 620/2904] eta: 0:29:25 lr: 0.001654 loss: 0.1827 (0.1915) loss_rec_all: 0.2089 (0.2174) loss_rec_sfr: 0.2726 (0.2832) loss_cl: -0.2785 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [21:46:29.295618] Epoch: [326] [ 640/2904] eta: 0:29:07 lr: 0.001654 loss: 0.1762 (0.1913) loss_rec_all: 0.2027 (0.2172) loss_rec_sfr: 0.2292 (0.2825) loss_cl: -0.2785 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [21:46:44.195685] Epoch: [326] [ 660/2904] eta: 0:28:50 lr: 0.001654 loss: 0.1780 (0.1912) loss_rec_all: 0.2044 (0.2171) loss_rec_sfr: 0.2600 (0.2824) loss_cl: -0.2792 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [21:46:59.093532] Epoch: [326] [ 680/2904] eta: 0:28:33 lr: 0.001654 loss: 0.1820 (0.1912) loss_rec_all: 0.2078 (0.2171) loss_rec_sfr: 0.2707 (0.2831) loss_cl: -0.2790 (-0.2788) time: 0.7449 data: 0.0002 max mem: 29860 [21:47:13.995971] Epoch: [326] [ 700/2904] eta: 0:28:16 lr: 0.001654 loss: 0.1811 (0.1912) loss_rec_all: 0.2070 (0.2171) loss_rec_sfr: 0.2593 (0.2828) loss_cl: -0.2789 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [21:47:28.901687] Epoch: [326] [ 720/2904] eta: 0:27:59 lr: 0.001653 loss: 0.1781 (0.1911) loss_rec_all: 0.2043 (0.2170) loss_rec_sfr: 0.2266 (0.2822) loss_cl: -0.2792 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [21:47:43.810921] Epoch: [326] [ 740/2904] eta: 0:27:42 lr: 0.001653 loss: 0.1778 (0.1909) loss_rec_all: 0.2041 (0.2168) loss_rec_sfr: 0.2307 (0.2816) loss_cl: -0.2787 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [21:47:58.714459] Epoch: [326] [ 760/2904] eta: 0:27:26 lr: 0.001653 loss: 0.1816 (0.1908) loss_rec_all: 0.2078 (0.2168) loss_rec_sfr: 0.2578 (0.2813) loss_cl: -0.2794 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [21:48:13.611720] Epoch: [326] [ 780/2904] eta: 0:27:09 lr: 0.001653 loss: 0.1762 (0.1906) loss_rec_all: 0.2026 (0.2166) loss_rec_sfr: 0.2530 (0.2807) loss_cl: -0.2794 (-0.2789) time: 0.7448 data: 0.0002 max mem: 29860 [21:48:28.513703] Epoch: [326] [ 800/2904] eta: 0:26:52 lr: 0.001653 loss: 0.1860 (0.1910) loss_rec_all: 0.2121 (0.2169) loss_rec_sfr: 0.2603 (0.2819) loss_cl: -0.2793 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [21:48:43.420290] Epoch: [326] [ 820/2904] eta: 0:26:36 lr: 0.001653 loss: 0.1826 (0.1912) loss_rec_all: 0.2085 (0.2171) loss_rec_sfr: 0.2706 (0.2827) loss_cl: -0.2786 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [21:48:58.333432] Epoch: [326] [ 840/2904] eta: 0:26:20 lr: 0.001653 loss: 0.1780 (0.1910) loss_rec_all: 0.2040 (0.2169) loss_rec_sfr: 0.2459 (0.2818) loss_cl: -0.2791 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [21:49:13.264391] Epoch: [326] [ 860/2904] eta: 0:26:04 lr: 0.001653 loss: 0.1779 (0.1911) loss_rec_all: 0.2040 (0.2170) loss_rec_sfr: 0.2625 (0.2821) loss_cl: -0.2786 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [21:49:28.184727] Epoch: [326] [ 880/2904] eta: 0:25:47 lr: 0.001653 loss: 0.1770 (0.1910) loss_rec_all: 0.2028 (0.2169) loss_rec_sfr: 0.2602 (0.2818) loss_cl: -0.2780 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [21:49:43.102707] Epoch: [326] [ 900/2904] eta: 0:25:31 lr: 0.001653 loss: 0.1813 (0.1910) loss_rec_all: 0.2075 (0.2169) loss_rec_sfr: 0.2640 (0.2819) loss_cl: -0.2779 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [21:49:58.012966] Epoch: [326] [ 920/2904] eta: 0:25:15 lr: 0.001653 loss: 0.1788 (0.1908) loss_rec_all: 0.2046 (0.2168) loss_rec_sfr: 0.2571 (0.2812) loss_cl: -0.2792 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [21:50:12.924496] Epoch: [326] [ 940/2904] eta: 0:24:59 lr: 0.001653 loss: 0.1778 (0.1907) loss_rec_all: 0.2043 (0.2166) loss_rec_sfr: 0.2613 (0.2808) loss_cl: -0.2795 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [21:50:27.854552] Epoch: [326] [ 960/2904] eta: 0:24:43 lr: 0.001653 loss: 0.1777 (0.1905) loss_rec_all: 0.2039 (0.2164) loss_rec_sfr: 0.2591 (0.2802) loss_cl: -0.2793 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [21:50:42.777033] Epoch: [326] [ 980/2904] eta: 0:24:27 lr: 0.001653 loss: 0.1790 (0.1904) loss_rec_all: 0.2053 (0.2164) loss_rec_sfr: 0.2589 (0.2801) loss_cl: -0.2790 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [21:50:57.701831] Epoch: [326] [1000/2904] eta: 0:24:11 lr: 0.001653 loss: 0.1798 (0.1905) loss_rec_all: 0.2058 (0.2164) loss_rec_sfr: 0.2701 (0.2805) loss_cl: -0.2789 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [21:51:12.634813] Epoch: [326] [1020/2904] eta: 0:23:55 lr: 0.001653 loss: 0.1874 (0.1907) loss_rec_all: 0.2134 (0.2166) loss_rec_sfr: 0.2639 (0.2810) loss_cl: -0.2787 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [21:51:27.561557] Epoch: [326] [1040/2904] eta: 0:23:40 lr: 0.001653 loss: 0.1808 (0.1907) loss_rec_all: 0.2073 (0.2166) loss_rec_sfr: 0.2544 (0.2807) loss_cl: -0.2788 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [21:51:42.489240] Epoch: [326] [1060/2904] eta: 0:23:24 lr: 0.001653 loss: 0.1835 (0.1907) loss_rec_all: 0.2095 (0.2166) loss_rec_sfr: 0.2576 (0.2809) loss_cl: -0.2785 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [21:51:57.430623] Epoch: [326] [1080/2904] eta: 0:23:08 lr: 0.001653 loss: 0.1804 (0.1907) loss_rec_all: 0.2067 (0.2166) loss_rec_sfr: 0.2523 (0.2807) loss_cl: -0.2788 (-0.2788) time: 0.7470 data: 0.0002 max mem: 29860 [21:52:12.363013] Epoch: [326] [1100/2904] eta: 0:22:52 lr: 0.001653 loss: 0.1789 (0.1907) loss_rec_all: 0.2049 (0.2166) loss_rec_sfr: 0.2647 (0.2809) loss_cl: -0.2792 (-0.2788) time: 0.7466 data: 0.0003 max mem: 29860 [21:52:27.296586] Epoch: [326] [1120/2904] eta: 0:22:37 lr: 0.001653 loss: 0.1858 (0.1906) loss_rec_all: 0.2118 (0.2165) loss_rec_sfr: 0.2571 (0.2807) loss_cl: -0.2799 (-0.2789) time: 0.7466 data: 0.0002 max mem: 29860 [21:52:42.215418] Epoch: [326] [1140/2904] eta: 0:22:21 lr: 0.001653 loss: 0.1813 (0.1906) loss_rec_all: 0.2077 (0.2165) loss_rec_sfr: 0.2528 (0.2805) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [21:52:57.136171] Epoch: [326] [1160/2904] eta: 0:22:05 lr: 0.001653 loss: 0.1796 (0.1905) loss_rec_all: 0.2060 (0.2164) loss_rec_sfr: 0.2565 (0.2802) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [21:53:12.057638] Epoch: [326] [1180/2904] eta: 0:21:50 lr: 0.001653 loss: 0.1764 (0.1905) loss_rec_all: 0.2025 (0.2164) loss_rec_sfr: 0.2578 (0.2801) loss_cl: -0.2791 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [21:53:26.984512] Epoch: [326] [1200/2904] eta: 0:21:34 lr: 0.001653 loss: 0.1806 (0.1904) loss_rec_all: 0.2070 (0.2163) loss_rec_sfr: 0.2546 (0.2798) loss_cl: -0.2796 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [21:53:41.909050] Epoch: [326] [1220/2904] eta: 0:21:19 lr: 0.001653 loss: 0.1804 (0.1905) loss_rec_all: 0.2065 (0.2164) loss_rec_sfr: 0.2657 (0.2801) loss_cl: -0.2792 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [21:53:56.844902] Epoch: [326] [1240/2904] eta: 0:21:03 lr: 0.001653 loss: 0.1794 (0.1906) loss_rec_all: 0.2055 (0.2165) loss_rec_sfr: 0.2620 (0.2804) loss_cl: -0.2779 (-0.2788) time: 0.7467 data: 0.0003 max mem: 29860 [21:54:11.759320] Epoch: [326] [1260/2904] eta: 0:20:48 lr: 0.001653 loss: 0.1783 (0.1906) loss_rec_all: 0.2046 (0.2165) loss_rec_sfr: 0.2598 (0.2805) loss_cl: -0.2783 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [21:54:26.667439] Epoch: [326] [1280/2904] eta: 0:20:32 lr: 0.001653 loss: 0.1802 (0.1906) loss_rec_all: 0.2066 (0.2165) loss_rec_sfr: 0.2594 (0.2803) loss_cl: -0.2790 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [21:54:41.568539] Epoch: [326] [1300/2904] eta: 0:20:16 lr: 0.001653 loss: 0.1783 (0.1905) loss_rec_all: 0.2046 (0.2164) loss_rec_sfr: 0.2600 (0.2802) loss_cl: -0.2794 (-0.2788) time: 0.7450 data: 0.0003 max mem: 29860 [21:54:56.471025] Epoch: [326] [1320/2904] eta: 0:20:01 lr: 0.001653 loss: 0.1776 (0.1904) loss_rec_all: 0.2037 (0.2164) loss_rec_sfr: 0.2517 (0.2799) loss_cl: -0.2801 (-0.2789) time: 0.7451 data: 0.0003 max mem: 29860 [21:55:11.372209] Epoch: [326] [1340/2904] eta: 0:19:46 lr: 0.001653 loss: 0.1789 (0.1904) loss_rec_all: 0.2053 (0.2163) loss_rec_sfr: 0.2568 (0.2797) loss_cl: -0.2796 (-0.2789) time: 0.7450 data: 0.0003 max mem: 29860 [21:55:26.264326] Epoch: [326] [1360/2904] eta: 0:19:30 lr: 0.001652 loss: 0.1770 (0.1903) loss_rec_all: 0.2031 (0.2163) loss_rec_sfr: 0.2586 (0.2795) loss_cl: -0.2782 (-0.2789) time: 0.7446 data: 0.0003 max mem: 29860 [21:55:41.163763] Epoch: [326] [1380/2904] eta: 0:19:15 lr: 0.001652 loss: 0.1753 (0.1902) loss_rec_all: 0.2012 (0.2161) loss_rec_sfr: 0.2197 (0.2789) loss_cl: -0.2783 (-0.2789) time: 0.7449 data: 0.0002 max mem: 29860 [21:55:56.087997] Epoch: [326] [1400/2904] eta: 0:18:59 lr: 0.001652 loss: 0.1846 (0.1902) loss_rec_all: 0.2108 (0.2162) loss_rec_sfr: 0.2607 (0.2792) loss_cl: -0.2784 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [21:56:11.021612] Epoch: [326] [1420/2904] eta: 0:18:44 lr: 0.001652 loss: 0.1818 (0.1902) loss_rec_all: 0.2080 (0.2162) loss_rec_sfr: 0.2610 (0.2792) loss_cl: -0.2791 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [21:56:25.953647] Epoch: [326] [1440/2904] eta: 0:18:28 lr: 0.001652 loss: 0.1878 (0.1903) loss_rec_all: 0.2140 (0.2162) loss_rec_sfr: 0.2628 (0.2794) loss_cl: -0.2795 (-0.2789) time: 0.7466 data: 0.0003 max mem: 29860 [21:56:40.877673] Epoch: [326] [1460/2904] eta: 0:18:13 lr: 0.001652 loss: 0.1819 (0.1903) loss_rec_all: 0.2081 (0.2162) loss_rec_sfr: 0.2538 (0.2794) loss_cl: -0.2795 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [21:56:55.798077] Epoch: [326] [1480/2904] eta: 0:17:58 lr: 0.001652 loss: 0.1777 (0.1904) loss_rec_all: 0.2040 (0.2163) loss_rec_sfr: 0.2529 (0.2793) loss_cl: -0.2789 (-0.2789) time: 0.7460 data: 0.0003 max mem: 29860 [21:57:10.718942] Epoch: [326] [1500/2904] eta: 0:17:42 lr: 0.001652 loss: 0.1870 (0.1905) loss_rec_all: 0.2130 (0.2164) loss_rec_sfr: 0.2691 (0.2797) loss_cl: -0.2783 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [21:57:25.648378] Epoch: [326] [1520/2904] eta: 0:17:27 lr: 0.001652 loss: 0.1811 (0.1906) loss_rec_all: 0.2076 (0.2165) loss_rec_sfr: 0.2626 (0.2801) loss_cl: -0.2791 (-0.2789) time: 0.7464 data: 0.0003 max mem: 29860 [21:57:40.575719] Epoch: [326] [1540/2904] eta: 0:17:12 lr: 0.001652 loss: 0.1748 (0.1905) loss_rec_all: 0.2010 (0.2164) loss_rec_sfr: 0.2262 (0.2798) loss_cl: -0.2795 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [21:57:55.507504] Epoch: [326] [1560/2904] eta: 0:16:56 lr: 0.001652 loss: 0.1858 (0.1905) loss_rec_all: 0.2116 (0.2165) loss_rec_sfr: 0.2660 (0.2800) loss_cl: -0.2794 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [21:58:10.437087] Epoch: [326] [1580/2904] eta: 0:16:41 lr: 0.001652 loss: 0.1788 (0.1905) loss_rec_all: 0.2053 (0.2165) loss_rec_sfr: 0.2578 (0.2800) loss_cl: -0.2784 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [21:58:25.359960] Epoch: [326] [1600/2904] eta: 0:16:26 lr: 0.001652 loss: 0.1780 (0.1904) loss_rec_all: 0.2040 (0.2163) loss_rec_sfr: 0.2615 (0.2797) loss_cl: -0.2783 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [21:58:40.280518] Epoch: [326] [1620/2904] eta: 0:16:10 lr: 0.001652 loss: 0.1774 (0.1904) loss_rec_all: 0.2036 (0.2163) loss_rec_sfr: 0.2581 (0.2796) loss_cl: -0.2792 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [21:58:55.198673] Epoch: [326] [1640/2904] eta: 0:15:55 lr: 0.001652 loss: 0.1809 (0.1904) loss_rec_all: 0.2070 (0.2163) loss_rec_sfr: 0.2599 (0.2795) loss_cl: -0.2793 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [21:59:10.121211] Epoch: [326] [1660/2904] eta: 0:15:40 lr: 0.001652 loss: 0.1774 (0.1903) loss_rec_all: 0.2035 (0.2162) loss_rec_sfr: 0.2610 (0.2793) loss_cl: -0.2789 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [21:59:25.048103] Epoch: [326] [1680/2904] eta: 0:15:25 lr: 0.001652 loss: 0.1848 (0.1904) loss_rec_all: 0.2109 (0.2163) loss_rec_sfr: 0.2646 (0.2797) loss_cl: -0.2791 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [21:59:39.974904] Epoch: [326] [1700/2904] eta: 0:15:09 lr: 0.001652 loss: 0.1801 (0.1905) loss_rec_all: 0.2062 (0.2164) loss_rec_sfr: 0.2710 (0.2801) loss_cl: -0.2799 (-0.2789) time: 0.7463 data: 0.0003 max mem: 29860 [21:59:54.901197] Epoch: [326] [1720/2904] eta: 0:14:54 lr: 0.001652 loss: 0.1807 (0.1904) loss_rec_all: 0.2073 (0.2164) loss_rec_sfr: 0.2631 (0.2799) loss_cl: -0.2785 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [22:00:09.829573] Epoch: [326] [1740/2904] eta: 0:14:39 lr: 0.001652 loss: 0.1821 (0.1906) loss_rec_all: 0.2079 (0.2165) loss_rec_sfr: 0.2739 (0.2803) loss_cl: -0.2774 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [22:00:24.749839] Epoch: [326] [1760/2904] eta: 0:14:24 lr: 0.001652 loss: 0.1799 (0.1905) loss_rec_all: 0.2060 (0.2165) loss_rec_sfr: 0.2606 (0.2802) loss_cl: -0.2786 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [22:00:39.677834] Epoch: [326] [1780/2904] eta: 0:14:08 lr: 0.001652 loss: 0.1780 (0.1906) loss_rec_all: 0.2040 (0.2165) loss_rec_sfr: 0.2615 (0.2803) loss_cl: -0.2795 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [22:00:54.604006] Epoch: [326] [1800/2904] eta: 0:13:53 lr: 0.001652 loss: 0.1820 (0.1906) loss_rec_all: 0.2079 (0.2165) loss_rec_sfr: 0.2321 (0.2802) loss_cl: -0.2788 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [22:01:09.532857] Epoch: [326] [1820/2904] eta: 0:13:38 lr: 0.001652 loss: 0.1790 (0.1905) loss_rec_all: 0.2051 (0.2165) loss_rec_sfr: 0.2560 (0.2801) loss_cl: -0.2795 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [22:01:24.463612] Epoch: [326] [1840/2904] eta: 0:13:23 lr: 0.001652 loss: 0.1808 (0.1906) loss_rec_all: 0.2072 (0.2165) loss_rec_sfr: 0.2622 (0.2803) loss_cl: -0.2789 (-0.2789) time: 0.7465 data: 0.0003 max mem: 29860 [22:01:39.385744] Epoch: [326] [1860/2904] eta: 0:13:08 lr: 0.001652 loss: 0.1822 (0.1907) loss_rec_all: 0.2088 (0.2166) loss_rec_sfr: 0.2613 (0.2806) loss_cl: -0.2773 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [22:01:54.303289] Epoch: [326] [1880/2904] eta: 0:12:52 lr: 0.001652 loss: 0.1805 (0.1908) loss_rec_all: 0.2063 (0.2167) loss_rec_sfr: 0.2627 (0.2806) loss_cl: -0.2783 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [22:02:09.228687] Epoch: [326] [1900/2904] eta: 0:12:37 lr: 0.001652 loss: 0.1767 (0.1907) loss_rec_all: 0.2035 (0.2166) loss_rec_sfr: 0.2509 (0.2805) loss_cl: -0.2796 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [22:02:24.155392] Epoch: [326] [1920/2904] eta: 0:12:22 lr: 0.001652 loss: 0.1799 (0.1906) loss_rec_all: 0.2059 (0.2166) loss_rec_sfr: 0.2504 (0.2802) loss_cl: -0.2791 (-0.2788) time: 0.7463 data: 0.0003 max mem: 29860 [22:02:39.084166] Epoch: [326] [1940/2904] eta: 0:12:07 lr: 0.001652 loss: 0.1800 (0.1906) loss_rec_all: 0.2063 (0.2165) loss_rec_sfr: 0.2624 (0.2801) loss_cl: -0.2792 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [22:02:54.012636] Epoch: [326] [1960/2904] eta: 0:11:52 lr: 0.001652 loss: 0.1804 (0.1906) loss_rec_all: 0.2066 (0.2165) loss_rec_sfr: 0.2567 (0.2800) loss_cl: -0.2787 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [22:03:08.932886] Epoch: [326] [1980/2904] eta: 0:11:37 lr: 0.001652 loss: 0.1801 (0.1906) loss_rec_all: 0.2062 (0.2166) loss_rec_sfr: 0.2668 (0.2802) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [22:03:23.846688] Epoch: [326] [2000/2904] eta: 0:11:21 lr: 0.001651 loss: 0.1787 (0.1907) loss_rec_all: 0.2048 (0.2166) loss_rec_sfr: 0.2620 (0.2804) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [22:03:38.768991] Epoch: [326] [2020/2904] eta: 0:11:06 lr: 0.001651 loss: 0.1779 (0.1906) loss_rec_all: 0.2042 (0.2165) loss_rec_sfr: 0.2635 (0.2803) loss_cl: -0.2794 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [22:03:53.689356] Epoch: [326] [2040/2904] eta: 0:10:51 lr: 0.001651 loss: 0.1821 (0.1906) loss_rec_all: 0.2080 (0.2166) loss_rec_sfr: 0.2627 (0.2804) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [22:04:08.603998] Epoch: [326] [2060/2904] eta: 0:10:36 lr: 0.001651 loss: 0.1821 (0.1906) loss_rec_all: 0.2082 (0.2166) loss_rec_sfr: 0.2576 (0.2804) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [22:04:23.522816] Epoch: [326] [2080/2904] eta: 0:10:21 lr: 0.001651 loss: 0.1800 (0.1906) loss_rec_all: 0.2063 (0.2165) loss_rec_sfr: 0.2332 (0.2803) loss_cl: -0.2791 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [22:04:38.433897] Epoch: [326] [2100/2904] eta: 0:10:06 lr: 0.001651 loss: 0.1790 (0.1906) loss_rec_all: 0.2051 (0.2165) loss_rec_sfr: 0.2564 (0.2802) loss_cl: -0.2789 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [22:04:53.355535] Epoch: [326] [2120/2904] eta: 0:09:50 lr: 0.001651 loss: 0.1827 (0.1906) loss_rec_all: 0.2091 (0.2165) loss_rec_sfr: 0.2575 (0.2802) loss_cl: -0.2788 (-0.2789) time: 0.7460 data: 0.0003 max mem: 29860 [22:05:08.274899] Epoch: [326] [2140/2904] eta: 0:09:35 lr: 0.001651 loss: 0.1822 (0.1907) loss_rec_all: 0.2081 (0.2166) loss_rec_sfr: 0.2680 (0.2803) loss_cl: -0.2790 (-0.2789) time: 0.7459 data: 0.0003 max mem: 29860 [22:05:23.197557] Epoch: [326] [2160/2904] eta: 0:09:20 lr: 0.001651 loss: 0.1787 (0.1907) loss_rec_all: 0.2047 (0.2166) loss_rec_sfr: 0.2616 (0.2804) loss_cl: -0.2783 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [22:05:38.117847] Epoch: [326] [2180/2904] eta: 0:09:05 lr: 0.001651 loss: 0.1778 (0.1906) loss_rec_all: 0.2037 (0.2165) loss_rec_sfr: 0.2325 (0.2800) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [22:05:53.037223] Epoch: [326] [2200/2904] eta: 0:08:50 lr: 0.001651 loss: 0.1775 (0.1905) loss_rec_all: 0.2035 (0.2164) loss_rec_sfr: 0.2529 (0.2799) loss_cl: -0.2780 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [22:06:07.951246] Epoch: [326] [2220/2904] eta: 0:08:35 lr: 0.001651 loss: 0.1810 (0.1905) loss_rec_all: 0.2070 (0.2164) loss_rec_sfr: 0.2616 (0.2798) loss_cl: -0.2778 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [22:06:22.870516] Epoch: [326] [2240/2904] eta: 0:08:20 lr: 0.001651 loss: 0.1812 (0.1905) loss_rec_all: 0.2075 (0.2164) loss_rec_sfr: 0.2704 (0.2800) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [22:06:37.794792] Epoch: [326] [2260/2904] eta: 0:08:05 lr: 0.001651 loss: 0.1777 (0.1904) loss_rec_all: 0.2041 (0.2164) loss_rec_sfr: 0.2462 (0.2797) loss_cl: -0.2797 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [22:06:52.716131] Epoch: [326] [2280/2904] eta: 0:07:50 lr: 0.001651 loss: 0.1855 (0.1904) loss_rec_all: 0.2117 (0.2164) loss_rec_sfr: 0.2594 (0.2798) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [22:07:07.641423] Epoch: [326] [2300/2904] eta: 0:07:34 lr: 0.001651 loss: 0.1785 (0.1905) loss_rec_all: 0.2047 (0.2164) loss_rec_sfr: 0.2553 (0.2798) loss_cl: -0.2794 (-0.2788) time: 0.7462 data: 0.0003 max mem: 29860 [22:07:22.564874] Epoch: [326] [2320/2904] eta: 0:07:19 lr: 0.001651 loss: 0.1787 (0.1904) loss_rec_all: 0.2050 (0.2164) loss_rec_sfr: 0.2584 (0.2797) loss_cl: -0.2792 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [22:07:37.491293] Epoch: [326] [2340/2904] eta: 0:07:04 lr: 0.001651 loss: 0.1845 (0.1905) loss_rec_all: 0.2107 (0.2164) loss_rec_sfr: 0.2612 (0.2799) loss_cl: -0.2795 (-0.2788) time: 0.7463 data: 0.0003 max mem: 29860 [22:07:52.413763] Epoch: [326] [2360/2904] eta: 0:06:49 lr: 0.001651 loss: 0.1794 (0.1905) loss_rec_all: 0.2055 (0.2164) loss_rec_sfr: 0.2607 (0.2801) loss_cl: -0.2789 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [22:08:07.335791] Epoch: [326] [2380/2904] eta: 0:06:34 lr: 0.001651 loss: 0.1804 (0.1906) loss_rec_all: 0.2064 (0.2165) loss_rec_sfr: 0.2616 (0.2802) loss_cl: -0.2785 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [22:08:22.257998] Epoch: [326] [2400/2904] eta: 0:06:19 lr: 0.001651 loss: 0.1890 (0.1906) loss_rec_all: 0.2150 (0.2166) loss_rec_sfr: 0.2755 (0.2806) loss_cl: -0.2788 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [22:08:37.183287] Epoch: [326] [2420/2904] eta: 0:06:04 lr: 0.001651 loss: 0.1827 (0.1907) loss_rec_all: 0.2088 (0.2166) loss_rec_sfr: 0.2547 (0.2806) loss_cl: -0.2787 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [22:08:52.095683] Epoch: [326] [2440/2904] eta: 0:05:49 lr: 0.001651 loss: 0.1789 (0.1907) loss_rec_all: 0.2052 (0.2166) loss_rec_sfr: 0.2664 (0.2806) loss_cl: -0.2795 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [22:09:07.013695] Epoch: [326] [2460/2904] eta: 0:05:34 lr: 0.001651 loss: 0.1866 (0.1908) loss_rec_all: 0.2126 (0.2167) loss_rec_sfr: 0.2648 (0.2809) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [22:09:21.937175] Epoch: [326] [2480/2904] eta: 0:05:19 lr: 0.001651 loss: 0.1816 (0.1907) loss_rec_all: 0.2081 (0.2166) loss_rec_sfr: 0.2230 (0.2805) loss_cl: -0.2780 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [22:09:36.870299] Epoch: [326] [2500/2904] eta: 0:05:04 lr: 0.001651 loss: 0.1780 (0.1907) loss_rec_all: 0.2044 (0.2166) loss_rec_sfr: 0.2297 (0.2805) loss_cl: -0.2788 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [22:09:51.788654] Epoch: [326] [2520/2904] eta: 0:04:48 lr: 0.001651 loss: 0.1813 (0.1907) loss_rec_all: 0.2075 (0.2166) loss_rec_sfr: 0.2309 (0.2804) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [22:10:06.704774] Epoch: [326] [2540/2904] eta: 0:04:33 lr: 0.001651 loss: 0.1785 (0.1907) loss_rec_all: 0.2050 (0.2166) loss_rec_sfr: 0.2562 (0.2804) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [22:10:21.618458] Epoch: [326] [2560/2904] eta: 0:04:18 lr: 0.001651 loss: 0.1831 (0.1907) loss_rec_all: 0.2095 (0.2166) loss_rec_sfr: 0.2475 (0.2803) loss_cl: -0.2796 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [22:10:36.530188] Epoch: [326] [2580/2904] eta: 0:04:03 lr: 0.001651 loss: 0.1797 (0.1907) loss_rec_all: 0.2057 (0.2166) loss_rec_sfr: 0.2674 (0.2802) loss_cl: -0.2792 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [22:10:51.440586] Epoch: [326] [2600/2904] eta: 0:03:48 lr: 0.001651 loss: 0.1790 (0.1907) loss_rec_all: 0.2054 (0.2166) loss_rec_sfr: 0.2297 (0.2801) loss_cl: -0.2795 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [22:11:06.349822] Epoch: [326] [2620/2904] eta: 0:03:33 lr: 0.001650 loss: 0.1768 (0.1906) loss_rec_all: 0.2032 (0.2165) loss_rec_sfr: 0.2607 (0.2798) loss_cl: -0.2789 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [22:11:21.261835] Epoch: [326] [2640/2904] eta: 0:03:18 lr: 0.001650 loss: 0.1826 (0.1905) loss_rec_all: 0.2085 (0.2165) loss_rec_sfr: 0.2571 (0.2797) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [22:11:36.176097] Epoch: [326] [2660/2904] eta: 0:03:03 lr: 0.001650 loss: 0.1788 (0.1905) loss_rec_all: 0.2050 (0.2165) loss_rec_sfr: 0.2622 (0.2797) loss_cl: -0.2783 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [22:11:51.088295] Epoch: [326] [2680/2904] eta: 0:02:48 lr: 0.001650 loss: 0.1796 (0.1905) loss_rec_all: 0.2056 (0.2165) loss_rec_sfr: 0.2653 (0.2798) loss_cl: -0.2793 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [22:12:05.997404] Epoch: [326] [2700/2904] eta: 0:02:33 lr: 0.001650 loss: 0.1850 (0.1905) loss_rec_all: 0.2111 (0.2165) loss_rec_sfr: 0.2559 (0.2796) loss_cl: -0.2786 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [22:12:20.905447] Epoch: [326] [2720/2904] eta: 0:02:18 lr: 0.001650 loss: 0.1842 (0.1906) loss_rec_all: 0.2102 (0.2165) loss_rec_sfr: 0.2649 (0.2799) loss_cl: -0.2780 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [22:12:35.817287] Epoch: [326] [2740/2904] eta: 0:02:03 lr: 0.001650 loss: 0.1833 (0.1906) loss_rec_all: 0.2096 (0.2165) loss_rec_sfr: 0.2562 (0.2799) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [22:12:50.726088] Epoch: [326] [2760/2904] eta: 0:01:48 lr: 0.001650 loss: 0.1835 (0.1907) loss_rec_all: 0.2097 (0.2166) loss_rec_sfr: 0.2645 (0.2801) loss_cl: -0.2797 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [22:13:05.635539] Epoch: [326] [2780/2904] eta: 0:01:33 lr: 0.001650 loss: 0.1804 (0.1907) loss_rec_all: 0.2063 (0.2166) loss_rec_sfr: 0.2677 (0.2802) loss_cl: -0.2796 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [22:13:20.540863] Epoch: [326] [2800/2904] eta: 0:01:18 lr: 0.001650 loss: 0.1788 (0.1907) loss_rec_all: 0.2047 (0.2166) loss_rec_sfr: 0.2660 (0.2803) loss_cl: -0.2780 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [22:13:35.453992] Epoch: [326] [2820/2904] eta: 0:01:03 lr: 0.001650 loss: 0.1833 (0.1907) loss_rec_all: 0.2091 (0.2167) loss_rec_sfr: 0.2747 (0.2805) loss_cl: -0.2780 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [22:13:50.399154] Epoch: [326] [2840/2904] eta: 0:00:48 lr: 0.001650 loss: 0.1802 (0.1907) loss_rec_all: 0.2062 (0.2167) loss_rec_sfr: 0.2618 (0.2805) loss_cl: -0.2784 (-0.2788) time: 0.7472 data: 0.0024 max mem: 29860 [22:14:05.298108] Epoch: [326] [2860/2904] eta: 0:00:33 lr: 0.001650 loss: 0.1823 (0.1908) loss_rec_all: 0.2087 (0.2167) loss_rec_sfr: 0.2593 (0.2805) loss_cl: -0.2798 (-0.2788) time: 0.7449 data: 0.0001 max mem: 29860 [22:14:20.195040] Epoch: [326] [2880/2904] eta: 0:00:18 lr: 0.001650 loss: 0.1772 (0.1907) loss_rec_all: 0.2034 (0.2166) loss_rec_sfr: 0.2549 (0.2804) loss_cl: -0.2795 (-0.2788) time: 0.7448 data: 0.0001 max mem: 29860 [22:14:35.085641] Epoch: [326] [2900/2904] eta: 0:00:03 lr: 0.001650 loss: 0.1795 (0.1907) loss_rec_all: 0.2055 (0.2167) loss_rec_sfr: 0.2554 (0.2804) loss_cl: -0.2793 (-0.2788) time: 0.7445 data: 0.0001 max mem: 29860 [22:14:37.307931] Epoch: [326] [2903/2904] eta: 0:00:00 lr: 0.001650 loss: 0.1800 (0.1907) loss_rec_all: 0.2059 (0.2167) loss_rec_sfr: 0.2536 (0.2804) loss_cl: -0.2791 (-0.2788) time: 0.7436 data: 0.0001 max mem: 29860 [22:14:39.428788] Epoch: [326] Total time: 0:36:25 (0.7524 s / it) [22:14:39.429615] Averaged stats: lr: 0.001650 loss: 0.1800 (0.1924) loss_rec_all: 0.2059 (0.2160) loss_rec_sfr: 0.2536 (0.2782) loss_cl: -0.2791 (-0.2556) [22:14:39.434321] log_dir: ./checkpoint/VF2_ViT-B [22:14:57.736259] Epoch: [327] [ 0/2904] eta: 14:45:42 lr: 0.001650 loss: 0.1757 (0.1757) loss_rec_all: 0.2022 (0.2022) loss_rec_sfr: 0.1799 (0.1799) loss_cl: -0.2783 (-0.2783) time: 18.2999 data: 10.2537 max mem: 29860 [22:15:14.582797] Epoch: [327] [ 20/2904] eta: 1:20:26 lr: 0.001650 loss: 0.1784 (0.1933) loss_rec_all: 0.2047 (0.2192) loss_rec_sfr: 0.2492 (0.2794) loss_cl: -0.2790 (-0.2789) time: 0.8423 data: 0.0971 max mem: 29860 [22:15:29.454385] Epoch: [327] [ 40/2904] eta: 0:58:13 lr: 0.001650 loss: 0.1830 (0.1957) loss_rec_all: 0.2092 (0.2215) loss_rec_sfr: 0.2604 (0.2861) loss_cl: -0.2791 (-0.2789) time: 0.7435 data: 0.0002 max mem: 29860 [22:15:44.324988] Epoch: [327] [ 60/2904] eta: 0:50:25 lr: 0.001650 loss: 0.1864 (0.1952) loss_rec_all: 0.2127 (0.2211) loss_rec_sfr: 0.2565 (0.2877) loss_cl: -0.2788 (-0.2789) time: 0.7435 data: 0.0002 max mem: 29860 [22:15:59.223302] Epoch: [327] [ 80/2904] eta: 0:46:21 lr: 0.001650 loss: 0.1799 (0.1945) loss_rec_all: 0.2059 (0.2204) loss_rec_sfr: 0.2549 (0.2857) loss_cl: -0.2789 (-0.2789) time: 0.7448 data: 0.0003 max mem: 29860 [22:16:14.127223] Epoch: [327] [ 100/2904] eta: 0:43:48 lr: 0.001650 loss: 0.1800 (0.1928) loss_rec_all: 0.2059 (0.2187) loss_rec_sfr: 0.2280 (0.2791) loss_cl: -0.2781 (-0.2787) time: 0.7451 data: 0.0003 max mem: 29860 [22:16:29.044969] Epoch: [327] [ 120/2904] eta: 0:42:01 lr: 0.001650 loss: 0.1791 (0.1917) loss_rec_all: 0.2054 (0.2177) loss_rec_sfr: 0.2525 (0.2761) loss_cl: -0.2787 (-0.2787) time: 0.7458 data: 0.0003 max mem: 29860 [22:16:43.959913] Epoch: [327] [ 140/2904] eta: 0:40:40 lr: 0.001650 loss: 0.1812 (0.1927) loss_rec_all: 0.2073 (0.2186) loss_rec_sfr: 0.2610 (0.2795) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0005 max mem: 29860 [22:16:58.869933] Epoch: [327] [ 160/2904] eta: 0:39:36 lr: 0.001650 loss: 0.1779 (0.1920) loss_rec_all: 0.2040 (0.2179) loss_rec_sfr: 0.2579 (0.2786) loss_cl: -0.2785 (-0.2787) time: 0.7454 data: 0.0004 max mem: 29860 [22:17:13.783952] Epoch: [327] [ 180/2904] eta: 0:38:42 lr: 0.001650 loss: 0.1815 (0.1920) loss_rec_all: 0.2075 (0.2179) loss_rec_sfr: 0.2627 (0.2802) loss_cl: -0.2783 (-0.2787) time: 0.7457 data: 0.0003 max mem: 29860 [22:17:28.703231] Epoch: [327] [ 200/2904] eta: 0:37:56 lr: 0.001650 loss: 0.1790 (0.1909) loss_rec_all: 0.2047 (0.2168) loss_rec_sfr: 0.2526 (0.2776) loss_cl: -0.2782 (-0.2786) time: 0.7459 data: 0.0002 max mem: 29860 [22:17:43.616514] Epoch: [327] [ 220/2904] eta: 0:37:16 lr: 0.001650 loss: 0.1789 (0.1900) loss_rec_all: 0.2053 (0.2159) loss_rec_sfr: 0.2617 (0.2760) loss_cl: -0.2798 (-0.2787) time: 0.7456 data: 0.0003 max mem: 29860 [22:17:58.569075] Epoch: [327] [ 240/2904] eta: 0:36:41 lr: 0.001650 loss: 0.1797 (0.1898) loss_rec_all: 0.2060 (0.2157) loss_rec_sfr: 0.2627 (0.2767) loss_cl: -0.2794 (-0.2788) time: 0.7476 data: 0.0004 max mem: 29860 [22:18:13.478799] Epoch: [327] [ 260/2904] eta: 0:36:08 lr: 0.001650 loss: 0.1780 (0.1894) loss_rec_all: 0.2040 (0.2153) loss_rec_sfr: 0.2606 (0.2764) loss_cl: -0.2792 (-0.2788) time: 0.7454 data: 0.0004 max mem: 29860 [22:18:28.392800] Epoch: [327] [ 280/2904] eta: 0:35:37 lr: 0.001650 loss: 0.1827 (0.1900) loss_rec_all: 0.2086 (0.2160) loss_rec_sfr: 0.2678 (0.2784) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0005 max mem: 29860 [22:18:43.301313] Epoch: [327] [ 300/2904] eta: 0:35:09 lr: 0.001650 loss: 0.1813 (0.1902) loss_rec_all: 0.2075 (0.2161) loss_rec_sfr: 0.2669 (0.2789) loss_cl: -0.2783 (-0.2788) time: 0.7454 data: 0.0004 max mem: 29860 [22:18:58.207811] Epoch: [327] [ 320/2904] eta: 0:34:42 lr: 0.001650 loss: 0.1769 (0.1897) loss_rec_all: 0.2035 (0.2156) loss_rec_sfr: 0.2332 (0.2768) loss_cl: -0.2784 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [22:19:13.115268] Epoch: [327] [ 340/2904] eta: 0:34:17 lr: 0.001650 loss: 0.1765 (0.1892) loss_rec_all: 0.2030 (0.2151) loss_rec_sfr: 0.2216 (0.2746) loss_cl: -0.2794 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [22:19:28.023537] Epoch: [327] [ 360/2904] eta: 0:33:53 lr: 0.001649 loss: 0.1789 (0.1890) loss_rec_all: 0.2052 (0.2149) loss_rec_sfr: 0.2703 (0.2745) loss_cl: -0.2795 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [22:19:42.934620] Epoch: [327] [ 380/2904] eta: 0:33:30 lr: 0.001649 loss: 0.1778 (0.1889) loss_rec_all: 0.2042 (0.2149) loss_rec_sfr: 0.2592 (0.2744) loss_cl: -0.2794 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [22:19:57.845746] Epoch: [327] [ 400/2904] eta: 0:33:08 lr: 0.001649 loss: 0.1781 (0.1889) loss_rec_all: 0.2045 (0.2149) loss_rec_sfr: 0.2593 (0.2745) loss_cl: -0.2795 (-0.2789) time: 0.7455 data: 0.0003 max mem: 29860 [22:20:12.758591] Epoch: [327] [ 420/2904] eta: 0:32:46 lr: 0.001649 loss: 0.1860 (0.1895) loss_rec_all: 0.2120 (0.2154) loss_rec_sfr: 0.2628 (0.2764) loss_cl: -0.2782 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [22:20:27.671850] Epoch: [327] [ 440/2904] eta: 0:32:25 lr: 0.001649 loss: 0.1787 (0.1894) loss_rec_all: 0.2052 (0.2154) loss_rec_sfr: 0.2241 (0.2757) loss_cl: -0.2784 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [22:20:42.578039] Epoch: [327] [ 460/2904] eta: 0:32:05 lr: 0.001649 loss: 0.1782 (0.1895) loss_rec_all: 0.2041 (0.2154) loss_rec_sfr: 0.2598 (0.2763) loss_cl: -0.2791 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [22:20:57.486462] Epoch: [327] [ 480/2904] eta: 0:31:45 lr: 0.001649 loss: 0.1805 (0.1898) loss_rec_all: 0.2065 (0.2158) loss_rec_sfr: 0.2728 (0.2777) loss_cl: -0.2788 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [22:21:12.399979] Epoch: [327] [ 500/2904] eta: 0:31:25 lr: 0.001649 loss: 0.1781 (0.1895) loss_rec_all: 0.2045 (0.2155) loss_rec_sfr: 0.2531 (0.2769) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [22:21:27.310005] Epoch: [327] [ 520/2904] eta: 0:31:06 lr: 0.001649 loss: 0.1798 (0.1894) loss_rec_all: 0.2063 (0.2153) loss_rec_sfr: 0.2286 (0.2761) loss_cl: -0.2795 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [22:21:42.223278] Epoch: [327] [ 540/2904] eta: 0:30:47 lr: 0.001649 loss: 0.1795 (0.1891) loss_rec_all: 0.2056 (0.2151) loss_rec_sfr: 0.2580 (0.2753) loss_cl: -0.2796 (-0.2789) time: 0.7456 data: 0.0003 max mem: 29860 [22:21:57.134629] Epoch: [327] [ 560/2904] eta: 0:30:28 lr: 0.001649 loss: 0.1774 (0.1892) loss_rec_all: 0.2038 (0.2151) loss_rec_sfr: 0.2638 (0.2760) loss_cl: -0.2792 (-0.2789) time: 0.7455 data: 0.0003 max mem: 29860 [22:22:12.038786] Epoch: [327] [ 580/2904] eta: 0:30:10 lr: 0.001649 loss: 0.1780 (0.1891) loss_rec_all: 0.2042 (0.2150) loss_rec_sfr: 0.2680 (0.2757) loss_cl: -0.2785 (-0.2789) time: 0.7452 data: 0.0003 max mem: 29860 [22:22:26.944374] Epoch: [327] [ 600/2904] eta: 0:29:52 lr: 0.001649 loss: 0.1809 (0.1891) loss_rec_all: 0.2069 (0.2151) loss_rec_sfr: 0.2649 (0.2757) loss_cl: -0.2786 (-0.2789) time: 0.7452 data: 0.0003 max mem: 29860 [22:22:41.856992] Epoch: [327] [ 620/2904] eta: 0:29:34 lr: 0.001649 loss: 0.1808 (0.1891) loss_rec_all: 0.2068 (0.2150) loss_rec_sfr: 0.2565 (0.2754) loss_cl: -0.2791 (-0.2789) time: 0.7456 data: 0.0003 max mem: 29860 [22:22:56.771388] Epoch: [327] [ 640/2904] eta: 0:29:16 lr: 0.001649 loss: 0.1803 (0.1889) loss_rec_all: 0.2064 (0.2148) loss_rec_sfr: 0.2561 (0.2746) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [22:23:11.679447] Epoch: [327] [ 660/2904] eta: 0:28:58 lr: 0.001649 loss: 0.1797 (0.1888) loss_rec_all: 0.2059 (0.2147) loss_rec_sfr: 0.2447 (0.2742) loss_cl: -0.2790 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [22:23:26.593695] Epoch: [327] [ 680/2904] eta: 0:28:41 lr: 0.001649 loss: 0.1807 (0.1889) loss_rec_all: 0.2066 (0.2148) loss_rec_sfr: 0.2638 (0.2747) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [22:23:41.501881] Epoch: [327] [ 700/2904] eta: 0:28:24 lr: 0.001649 loss: 0.1771 (0.1887) loss_rec_all: 0.2037 (0.2147) loss_rec_sfr: 0.2381 (0.2741) loss_cl: -0.2785 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [22:23:56.411695] Epoch: [327] [ 720/2904] eta: 0:28:07 lr: 0.001649 loss: 0.1783 (0.1886) loss_rec_all: 0.2047 (0.2146) loss_rec_sfr: 0.2307 (0.2738) loss_cl: -0.2787 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [22:24:11.320517] Epoch: [327] [ 740/2904] eta: 0:27:50 lr: 0.001649 loss: 0.1783 (0.1888) loss_rec_all: 0.2044 (0.2147) loss_rec_sfr: 0.2653 (0.2744) loss_cl: -0.2794 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [22:24:26.227292] Epoch: [327] [ 760/2904] eta: 0:27:33 lr: 0.001649 loss: 0.1827 (0.1889) loss_rec_all: 0.2089 (0.2149) loss_rec_sfr: 0.2631 (0.2750) loss_cl: -0.2793 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [22:24:41.141959] Epoch: [327] [ 780/2904] eta: 0:27:16 lr: 0.001649 loss: 0.1770 (0.1888) loss_rec_all: 0.2034 (0.2147) loss_rec_sfr: 0.2311 (0.2744) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [22:24:56.054865] Epoch: [327] [ 800/2904] eta: 0:26:59 lr: 0.001649 loss: 0.1834 (0.1889) loss_rec_all: 0.2095 (0.2148) loss_rec_sfr: 0.2529 (0.2744) loss_cl: -0.2793 (-0.2789) time: 0.7456 data: 0.0003 max mem: 29860 [22:25:10.964602] Epoch: [327] [ 820/2904] eta: 0:26:42 lr: 0.001649 loss: 0.1839 (0.1891) loss_rec_all: 0.2099 (0.2151) loss_rec_sfr: 0.2640 (0.2753) loss_cl: -0.2791 (-0.2789) time: 0.7454 data: 0.0003 max mem: 29860 [22:25:25.871586] Epoch: [327] [ 840/2904] eta: 0:26:26 lr: 0.001649 loss: 0.1786 (0.1892) loss_rec_all: 0.2049 (0.2152) loss_rec_sfr: 0.2597 (0.2757) loss_cl: -0.2789 (-0.2789) time: 0.7453 data: 0.0003 max mem: 29860 [22:25:40.778440] Epoch: [327] [ 860/2904] eta: 0:26:09 lr: 0.001649 loss: 0.1775 (0.1891) loss_rec_all: 0.2039 (0.2151) loss_rec_sfr: 0.2426 (0.2751) loss_cl: -0.2790 (-0.2789) time: 0.7453 data: 0.0003 max mem: 29860 [22:25:55.687482] Epoch: [327] [ 880/2904] eta: 0:25:53 lr: 0.001649 loss: 0.1821 (0.1893) loss_rec_all: 0.2088 (0.2152) loss_rec_sfr: 0.2450 (0.2755) loss_cl: -0.2789 (-0.2789) time: 0.7454 data: 0.0003 max mem: 29860 [22:26:10.598460] Epoch: [327] [ 900/2904] eta: 0:25:37 lr: 0.001649 loss: 0.1833 (0.1893) loss_rec_all: 0.2097 (0.2153) loss_rec_sfr: 0.2602 (0.2758) loss_cl: -0.2800 (-0.2789) time: 0.7455 data: 0.0003 max mem: 29860 [22:26:25.506748] Epoch: [327] [ 920/2904] eta: 0:25:20 lr: 0.001649 loss: 0.1768 (0.1893) loss_rec_all: 0.2035 (0.2152) loss_rec_sfr: 0.2623 (0.2757) loss_cl: -0.2788 (-0.2789) time: 0.7454 data: 0.0004 max mem: 29860 [22:26:40.416730] Epoch: [327] [ 940/2904] eta: 0:25:04 lr: 0.001649 loss: 0.1820 (0.1894) loss_rec_all: 0.2079 (0.2154) loss_rec_sfr: 0.2673 (0.2763) loss_cl: -0.2789 (-0.2789) time: 0.7455 data: 0.0003 max mem: 29860 [22:26:55.326479] Epoch: [327] [ 960/2904] eta: 0:24:48 lr: 0.001649 loss: 0.1826 (0.1894) loss_rec_all: 0.2084 (0.2154) loss_rec_sfr: 0.2608 (0.2762) loss_cl: -0.2780 (-0.2789) time: 0.7454 data: 0.0003 max mem: 29860 [22:27:10.236678] Epoch: [327] [ 980/2904] eta: 0:24:32 lr: 0.001648 loss: 0.1850 (0.1897) loss_rec_all: 0.2109 (0.2156) loss_rec_sfr: 0.2620 (0.2770) loss_cl: -0.2780 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [22:27:25.140069] Epoch: [327] [1000/2904] eta: 0:24:16 lr: 0.001648 loss: 0.1790 (0.1897) loss_rec_all: 0.2053 (0.2156) loss_rec_sfr: 0.2624 (0.2769) loss_cl: -0.2786 (-0.2788) time: 0.7451 data: 0.0003 max mem: 29860 [22:27:40.046780] Epoch: [327] [1020/2904] eta: 0:24:00 lr: 0.001648 loss: 0.1787 (0.1895) loss_rec_all: 0.2049 (0.2155) loss_rec_sfr: 0.2320 (0.2763) loss_cl: -0.2798 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [22:27:54.956433] Epoch: [327] [1040/2904] eta: 0:23:44 lr: 0.001648 loss: 0.1777 (0.1896) loss_rec_all: 0.2039 (0.2155) loss_rec_sfr: 0.2505 (0.2766) loss_cl: -0.2802 (-0.2789) time: 0.7454 data: 0.0003 max mem: 29860 [22:28:09.866085] Epoch: [327] [1060/2904] eta: 0:23:28 lr: 0.001648 loss: 0.1781 (0.1895) loss_rec_all: 0.2044 (0.2155) loss_rec_sfr: 0.2592 (0.2764) loss_cl: -0.2783 (-0.2789) time: 0.7454 data: 0.0003 max mem: 29860 [22:28:24.779534] Epoch: [327] [1080/2904] eta: 0:23:12 lr: 0.001648 loss: 0.1845 (0.1896) loss_rec_all: 0.2103 (0.2155) loss_rec_sfr: 0.2505 (0.2765) loss_cl: -0.2776 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [22:28:39.694906] Epoch: [327] [1100/2904] eta: 0:22:56 lr: 0.001648 loss: 0.1798 (0.1895) loss_rec_all: 0.2057 (0.2155) loss_rec_sfr: 0.2599 (0.2763) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [22:28:54.610935] Epoch: [327] [1120/2904] eta: 0:22:40 lr: 0.001648 loss: 0.1805 (0.1895) loss_rec_all: 0.2069 (0.2155) loss_rec_sfr: 0.2613 (0.2763) loss_cl: -0.2797 (-0.2789) time: 0.7458 data: 0.0003 max mem: 29860 [22:29:09.523027] Epoch: [327] [1140/2904] eta: 0:22:25 lr: 0.001648 loss: 0.1836 (0.1897) loss_rec_all: 0.2101 (0.2156) loss_rec_sfr: 0.2668 (0.2770) loss_cl: -0.2799 (-0.2789) time: 0.7455 data: 0.0003 max mem: 29860 [22:29:24.439543] Epoch: [327] [1160/2904] eta: 0:22:09 lr: 0.001648 loss: 0.1818 (0.1897) loss_rec_all: 0.2079 (0.2157) loss_rec_sfr: 0.2725 (0.2774) loss_cl: -0.2782 (-0.2789) time: 0.7458 data: 0.0003 max mem: 29860 [22:29:39.353555] Epoch: [327] [1180/2904] eta: 0:21:53 lr: 0.001648 loss: 0.1756 (0.1897) loss_rec_all: 0.2021 (0.2156) loss_rec_sfr: 0.2217 (0.2772) loss_cl: -0.2787 (-0.2789) time: 0.7457 data: 0.0003 max mem: 29860 [22:29:54.264766] Epoch: [327] [1200/2904] eta: 0:21:37 lr: 0.001648 loss: 0.1892 (0.1899) loss_rec_all: 0.2151 (0.2158) loss_rec_sfr: 0.2740 (0.2779) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [22:30:09.168893] Epoch: [327] [1220/2904] eta: 0:21:22 lr: 0.001648 loss: 0.1811 (0.1899) loss_rec_all: 0.2071 (0.2159) loss_rec_sfr: 0.2591 (0.2780) loss_cl: -0.2795 (-0.2789) time: 0.7452 data: 0.0004 max mem: 29860 [22:30:24.062899] Epoch: [327] [1240/2904] eta: 0:21:06 lr: 0.001648 loss: 0.1801 (0.1898) loss_rec_all: 0.2060 (0.2157) loss_rec_sfr: 0.2631 (0.2777) loss_cl: -0.2789 (-0.2789) time: 0.7447 data: 0.0003 max mem: 29860 [22:30:38.960967] Epoch: [327] [1260/2904] eta: 0:20:50 lr: 0.001648 loss: 0.1803 (0.1900) loss_rec_all: 0.2068 (0.2159) loss_rec_sfr: 0.2632 (0.2783) loss_cl: -0.2789 (-0.2789) time: 0.7449 data: 0.0004 max mem: 29860 [22:30:53.867287] Epoch: [327] [1280/2904] eta: 0:20:35 lr: 0.001648 loss: 0.1777 (0.1901) loss_rec_all: 0.2037 (0.2160) loss_rec_sfr: 0.2540 (0.2783) loss_cl: -0.2787 (-0.2789) time: 0.7453 data: 0.0003 max mem: 29860 [22:31:08.767793] Epoch: [327] [1300/2904] eta: 0:20:19 lr: 0.001648 loss: 0.1795 (0.1902) loss_rec_all: 0.2055 (0.2162) loss_rec_sfr: 0.2603 (0.2788) loss_cl: -0.2789 (-0.2789) time: 0.7450 data: 0.0003 max mem: 29860 [22:31:23.667090] Epoch: [327] [1320/2904] eta: 0:20:04 lr: 0.001648 loss: 0.1779 (0.1901) loss_rec_all: 0.2041 (0.2161) loss_rec_sfr: 0.2586 (0.2785) loss_cl: -0.2788 (-0.2789) time: 0.7449 data: 0.0003 max mem: 29860 [22:31:38.574189] Epoch: [327] [1340/2904] eta: 0:19:48 lr: 0.001648 loss: 0.1837 (0.1903) loss_rec_all: 0.2098 (0.2162) loss_rec_sfr: 0.2618 (0.2789) loss_cl: -0.2790 (-0.2789) time: 0.7453 data: 0.0003 max mem: 29860 [22:31:53.478756] Epoch: [327] [1360/2904] eta: 0:19:33 lr: 0.001648 loss: 0.1801 (0.1903) loss_rec_all: 0.2062 (0.2162) loss_rec_sfr: 0.2653 (0.2789) loss_cl: -0.2792 (-0.2789) time: 0.7452 data: 0.0003 max mem: 29860 [22:32:08.381281] Epoch: [327] [1380/2904] eta: 0:19:17 lr: 0.001648 loss: 0.1853 (0.1904) loss_rec_all: 0.2115 (0.2164) loss_rec_sfr: 0.2676 (0.2794) loss_cl: -0.2789 (-0.2789) time: 0.7451 data: 0.0003 max mem: 29860 [22:32:23.282074] Epoch: [327] [1400/2904] eta: 0:19:01 lr: 0.001648 loss: 0.1794 (0.1904) loss_rec_all: 0.2059 (0.2163) loss_rec_sfr: 0.2210 (0.2790) loss_cl: -0.2784 (-0.2789) time: 0.7450 data: 0.0003 max mem: 29860 [22:32:38.195781] Epoch: [327] [1420/2904] eta: 0:18:46 lr: 0.001648 loss: 0.1786 (0.1904) loss_rec_all: 0.2048 (0.2163) loss_rec_sfr: 0.2648 (0.2791) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [22:32:53.107872] Epoch: [327] [1440/2904] eta: 0:18:31 lr: 0.001648 loss: 0.1846 (0.1905) loss_rec_all: 0.2105 (0.2164) loss_rec_sfr: 0.2678 (0.2795) loss_cl: -0.2799 (-0.2789) time: 0.7456 data: 0.0003 max mem: 29860 [22:33:08.019074] Epoch: [327] [1460/2904] eta: 0:18:15 lr: 0.001648 loss: 0.1769 (0.1905) loss_rec_all: 0.2033 (0.2164) loss_rec_sfr: 0.2667 (0.2794) loss_cl: -0.2791 (-0.2789) time: 0.7455 data: 0.0003 max mem: 29860 [22:33:22.929402] Epoch: [327] [1480/2904] eta: 0:18:00 lr: 0.001648 loss: 0.1773 (0.1904) loss_rec_all: 0.2034 (0.2164) loss_rec_sfr: 0.2624 (0.2794) loss_cl: -0.2801 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [22:33:37.833085] Epoch: [327] [1500/2904] eta: 0:17:44 lr: 0.001648 loss: 0.1809 (0.1905) loss_rec_all: 0.2069 (0.2164) loss_rec_sfr: 0.2673 (0.2796) loss_cl: -0.2785 (-0.2789) time: 0.7451 data: 0.0003 max mem: 29860 [22:33:52.736657] Epoch: [327] [1520/2904] eta: 0:17:29 lr: 0.001648 loss: 0.1732 (0.1904) loss_rec_all: 0.1992 (0.2163) loss_rec_sfr: 0.2579 (0.2793) loss_cl: -0.2786 (-0.2789) time: 0.7451 data: 0.0004 max mem: 29860 [22:34:07.638731] Epoch: [327] [1540/2904] eta: 0:17:13 lr: 0.001648 loss: 0.1773 (0.1903) loss_rec_all: 0.2034 (0.2163) loss_rec_sfr: 0.2588 (0.2792) loss_cl: -0.2789 (-0.2789) time: 0.7451 data: 0.0004 max mem: 29860 [22:34:22.541075] Epoch: [327] [1560/2904] eta: 0:16:58 lr: 0.001648 loss: 0.1759 (0.1902) loss_rec_all: 0.2020 (0.2161) loss_rec_sfr: 0.2594 (0.2787) loss_cl: -0.2785 (-0.2789) time: 0.7451 data: 0.0003 max mem: 29860 [22:34:37.449801] Epoch: [327] [1580/2904] eta: 0:16:43 lr: 0.001648 loss: 0.1776 (0.1902) loss_rec_all: 0.2037 (0.2161) loss_rec_sfr: 0.2596 (0.2788) loss_cl: -0.2795 (-0.2789) time: 0.7454 data: 0.0003 max mem: 29860 [22:34:52.357786] Epoch: [327] [1600/2904] eta: 0:16:27 lr: 0.001648 loss: 0.1783 (0.1903) loss_rec_all: 0.2043 (0.2162) loss_rec_sfr: 0.2523 (0.2790) loss_cl: -0.2785 (-0.2789) time: 0.7454 data: 0.0003 max mem: 29860 [22:35:07.271294] Epoch: [327] [1620/2904] eta: 0:16:12 lr: 0.001647 loss: 0.1862 (0.1904) loss_rec_all: 0.2125 (0.2163) loss_rec_sfr: 0.2570 (0.2792) loss_cl: -0.2790 (-0.2789) time: 0.7456 data: 0.0003 max mem: 29860 [22:35:22.181418] Epoch: [327] [1640/2904] eta: 0:15:57 lr: 0.001647 loss: 0.1777 (0.1904) loss_rec_all: 0.2041 (0.2163) loss_rec_sfr: 0.2195 (0.2790) loss_cl: -0.2792 (-0.2789) time: 0.7455 data: 0.0003 max mem: 29860 [22:35:37.084370] Epoch: [327] [1660/2904] eta: 0:15:41 lr: 0.001647 loss: 0.1796 (0.1903) loss_rec_all: 0.2056 (0.2163) loss_rec_sfr: 0.2537 (0.2788) loss_cl: -0.2791 (-0.2789) time: 0.7451 data: 0.0003 max mem: 29860 [22:35:51.987828] Epoch: [327] [1680/2904] eta: 0:15:26 lr: 0.001647 loss: 0.1774 (0.1902) loss_rec_all: 0.2039 (0.2162) loss_rec_sfr: 0.1986 (0.2782) loss_cl: -0.2793 (-0.2789) time: 0.7451 data: 0.0003 max mem: 29860 [22:36:06.888295] Epoch: [327] [1700/2904] eta: 0:15:11 lr: 0.001647 loss: 0.1785 (0.1901) loss_rec_all: 0.2049 (0.2161) loss_rec_sfr: 0.2554 (0.2779) loss_cl: -0.2779 (-0.2789) time: 0.7450 data: 0.0003 max mem: 29860 [22:36:21.785179] Epoch: [327] [1720/2904] eta: 0:14:55 lr: 0.001647 loss: 0.1800 (0.1902) loss_rec_all: 0.2061 (0.2161) loss_rec_sfr: 0.2561 (0.2780) loss_cl: -0.2788 (-0.2789) time: 0.7448 data: 0.0003 max mem: 29860 [22:36:36.699337] Epoch: [327] [1740/2904] eta: 0:14:40 lr: 0.001647 loss: 0.1777 (0.1901) loss_rec_all: 0.2037 (0.2161) loss_rec_sfr: 0.2610 (0.2779) loss_cl: -0.2795 (-0.2789) time: 0.7457 data: 0.0003 max mem: 29860 [22:36:51.611619] Epoch: [327] [1760/2904] eta: 0:14:25 lr: 0.001647 loss: 0.1771 (0.1901) loss_rec_all: 0.2035 (0.2161) loss_rec_sfr: 0.2295 (0.2779) loss_cl: -0.2791 (-0.2789) time: 0.7456 data: 0.0003 max mem: 29860 [22:37:06.519820] Epoch: [327] [1780/2904] eta: 0:14:10 lr: 0.001647 loss: 0.1713 (0.1900) loss_rec_all: 0.1980 (0.2159) loss_rec_sfr: 0.2059 (0.2774) loss_cl: -0.2788 (-0.2789) time: 0.7454 data: 0.0003 max mem: 29860 [22:37:21.420157] Epoch: [327] [1800/2904] eta: 0:13:54 lr: 0.001647 loss: 0.1798 (0.1900) loss_rec_all: 0.2057 (0.2159) loss_rec_sfr: 0.2512 (0.2774) loss_cl: -0.2796 (-0.2789) time: 0.7450 data: 0.0003 max mem: 29860 [22:37:36.327825] Epoch: [327] [1820/2904] eta: 0:13:39 lr: 0.001647 loss: 0.1787 (0.1900) loss_rec_all: 0.2053 (0.2159) loss_rec_sfr: 0.2434 (0.2773) loss_cl: -0.2789 (-0.2789) time: 0.7453 data: 0.0003 max mem: 29860 [22:37:51.232001] Epoch: [327] [1840/2904] eta: 0:13:24 lr: 0.001647 loss: 0.1810 (0.1899) loss_rec_all: 0.2075 (0.2158) loss_rec_sfr: 0.2537 (0.2770) loss_cl: -0.2785 (-0.2789) time: 0.7452 data: 0.0003 max mem: 29860 [22:38:06.146481] Epoch: [327] [1860/2904] eta: 0:13:09 lr: 0.001647 loss: 0.1777 (0.1900) loss_rec_all: 0.2037 (0.2159) loss_rec_sfr: 0.2667 (0.2774) loss_cl: -0.2789 (-0.2789) time: 0.7457 data: 0.0003 max mem: 29860 [22:38:21.054306] Epoch: [327] [1880/2904] eta: 0:12:53 lr: 0.001647 loss: 0.1831 (0.1900) loss_rec_all: 0.2093 (0.2159) loss_rec_sfr: 0.2572 (0.2773) loss_cl: -0.2787 (-0.2789) time: 0.7453 data: 0.0003 max mem: 29860 [22:38:35.966635] Epoch: [327] [1900/2904] eta: 0:12:38 lr: 0.001647 loss: 0.1818 (0.1900) loss_rec_all: 0.2078 (0.2160) loss_rec_sfr: 0.2723 (0.2776) loss_cl: -0.2789 (-0.2789) time: 0.7456 data: 0.0003 max mem: 29860 [22:38:50.895706] Epoch: [327] [1920/2904] eta: 0:12:23 lr: 0.001647 loss: 0.1787 (0.1900) loss_rec_all: 0.2048 (0.2159) loss_rec_sfr: 0.2487 (0.2774) loss_cl: -0.2791 (-0.2789) time: 0.7464 data: 0.0003 max mem: 29860 [22:39:05.800658] Epoch: [327] [1940/2904] eta: 0:12:08 lr: 0.001647 loss: 0.1778 (0.1900) loss_rec_all: 0.2040 (0.2159) loss_rec_sfr: 0.2646 (0.2774) loss_cl: -0.2789 (-0.2789) time: 0.7452 data: 0.0003 max mem: 29860 [22:39:20.708327] Epoch: [327] [1960/2904] eta: 0:11:53 lr: 0.001647 loss: 0.1807 (0.1899) loss_rec_all: 0.2067 (0.2159) loss_rec_sfr: 0.2593 (0.2773) loss_cl: -0.2785 (-0.2789) time: 0.7453 data: 0.0003 max mem: 29860 [22:39:35.617549] Epoch: [327] [1980/2904] eta: 0:11:37 lr: 0.001647 loss: 0.1779 (0.1899) loss_rec_all: 0.2044 (0.2159) loss_rec_sfr: 0.2594 (0.2773) loss_cl: -0.2792 (-0.2789) time: 0.7454 data: 0.0003 max mem: 29860 [22:39:50.527712] Epoch: [327] [2000/2904] eta: 0:11:22 lr: 0.001647 loss: 0.1781 (0.1900) loss_rec_all: 0.2041 (0.2160) loss_rec_sfr: 0.2610 (0.2776) loss_cl: -0.2793 (-0.2789) time: 0.7455 data: 0.0003 max mem: 29860 [22:40:05.438431] Epoch: [327] [2020/2904] eta: 0:11:07 lr: 0.001647 loss: 0.1821 (0.1900) loss_rec_all: 0.2083 (0.2160) loss_rec_sfr: 0.2567 (0.2775) loss_cl: -0.2788 (-0.2789) time: 0.7455 data: 0.0003 max mem: 29860 [22:40:20.350785] Epoch: [327] [2040/2904] eta: 0:10:52 lr: 0.001647 loss: 0.1805 (0.1901) loss_rec_all: 0.2068 (0.2160) loss_rec_sfr: 0.2642 (0.2777) loss_cl: -0.2781 (-0.2789) time: 0.7456 data: 0.0003 max mem: 29860 [22:40:35.259818] Epoch: [327] [2060/2904] eta: 0:10:37 lr: 0.001647 loss: 0.1783 (0.1901) loss_rec_all: 0.2041 (0.2160) loss_rec_sfr: 0.2620 (0.2778) loss_cl: -0.2792 (-0.2789) time: 0.7454 data: 0.0003 max mem: 29860 [22:40:50.162173] Epoch: [327] [2080/2904] eta: 0:10:21 lr: 0.001647 loss: 0.1806 (0.1900) loss_rec_all: 0.2067 (0.2160) loss_rec_sfr: 0.2683 (0.2778) loss_cl: -0.2793 (-0.2789) time: 0.7451 data: 0.0003 max mem: 29860 [22:41:05.062545] Epoch: [327] [2100/2904] eta: 0:10:06 lr: 0.001647 loss: 0.1803 (0.1900) loss_rec_all: 0.2063 (0.2159) loss_rec_sfr: 0.2558 (0.2776) loss_cl: -0.2787 (-0.2789) time: 0.7450 data: 0.0003 max mem: 29860 [22:41:19.968483] Epoch: [327] [2120/2904] eta: 0:09:51 lr: 0.001647 loss: 0.1771 (0.1900) loss_rec_all: 0.2029 (0.2159) loss_rec_sfr: 0.2627 (0.2775) loss_cl: -0.2784 (-0.2789) time: 0.7453 data: 0.0003 max mem: 29860 [22:41:34.874447] Epoch: [327] [2140/2904] eta: 0:09:36 lr: 0.001647 loss: 0.1792 (0.1899) loss_rec_all: 0.2055 (0.2159) loss_rec_sfr: 0.2471 (0.2774) loss_cl: -0.2787 (-0.2789) time: 0.7453 data: 0.0003 max mem: 29860 [22:41:49.787877] Epoch: [327] [2160/2904] eta: 0:09:21 lr: 0.001647 loss: 0.1828 (0.1900) loss_rec_all: 0.2087 (0.2159) loss_rec_sfr: 0.2750 (0.2778) loss_cl: -0.2791 (-0.2789) time: 0.7456 data: 0.0003 max mem: 29860 [22:42:04.703566] Epoch: [327] [2180/2904] eta: 0:09:06 lr: 0.001647 loss: 0.1788 (0.1899) loss_rec_all: 0.2048 (0.2159) loss_rec_sfr: 0.2662 (0.2776) loss_cl: -0.2795 (-0.2789) time: 0.7457 data: 0.0003 max mem: 29860 [22:42:19.611918] Epoch: [327] [2200/2904] eta: 0:08:50 lr: 0.001647 loss: 0.1793 (0.1899) loss_rec_all: 0.2055 (0.2158) loss_rec_sfr: 0.2474 (0.2774) loss_cl: -0.2791 (-0.2789) time: 0.7454 data: 0.0003 max mem: 29860 [22:42:34.529223] Epoch: [327] [2220/2904] eta: 0:08:35 lr: 0.001647 loss: 0.1762 (0.1898) loss_rec_all: 0.2023 (0.2158) loss_rec_sfr: 0.2601 (0.2771) loss_cl: -0.2788 (-0.2789) time: 0.7458 data: 0.0004 max mem: 29860 [22:42:49.451986] Epoch: [327] [2240/2904] eta: 0:08:20 lr: 0.001646 loss: 0.1801 (0.1899) loss_rec_all: 0.2064 (0.2158) loss_rec_sfr: 0.2627 (0.2773) loss_cl: -0.2789 (-0.2789) time: 0.7461 data: 0.0003 max mem: 29860 [22:43:04.375026] Epoch: [327] [2260/2904] eta: 0:08:05 lr: 0.001646 loss: 0.1799 (0.1898) loss_rec_all: 0.2064 (0.2158) loss_rec_sfr: 0.2590 (0.2772) loss_cl: -0.2790 (-0.2789) time: 0.7461 data: 0.0003 max mem: 29860 [22:43:19.279182] Epoch: [327] [2280/2904] eta: 0:07:50 lr: 0.001646 loss: 0.1744 (0.1897) loss_rec_all: 0.2006 (0.2157) loss_rec_sfr: 0.2491 (0.2770) loss_cl: -0.2795 (-0.2789) time: 0.7452 data: 0.0003 max mem: 29860 [22:43:34.186456] Epoch: [327] [2300/2904] eta: 0:07:35 lr: 0.001646 loss: 0.1780 (0.1897) loss_rec_all: 0.2040 (0.2157) loss_rec_sfr: 0.2555 (0.2769) loss_cl: -0.2787 (-0.2789) time: 0.7453 data: 0.0003 max mem: 29860 [22:43:49.096247] Epoch: [327] [2320/2904] eta: 0:07:20 lr: 0.001646 loss: 0.1782 (0.1897) loss_rec_all: 0.2042 (0.2157) loss_rec_sfr: 0.2729 (0.2770) loss_cl: -0.2785 (-0.2789) time: 0.7454 data: 0.0003 max mem: 29860 [22:44:04.023429] Epoch: [327] [2340/2904] eta: 0:07:05 lr: 0.001646 loss: 0.1846 (0.1898) loss_rec_all: 0.2106 (0.2157) loss_rec_sfr: 0.2646 (0.2772) loss_cl: -0.2780 (-0.2789) time: 0.7463 data: 0.0003 max mem: 29860 [22:44:18.962377] Epoch: [327] [2360/2904] eta: 0:06:49 lr: 0.001646 loss: 0.1785 (0.1898) loss_rec_all: 0.2046 (0.2157) loss_rec_sfr: 0.2352 (0.2771) loss_cl: -0.2789 (-0.2789) time: 0.7469 data: 0.0003 max mem: 29860 [22:44:33.881529] Epoch: [327] [2380/2904] eta: 0:06:34 lr: 0.001646 loss: 0.1791 (0.1899) loss_rec_all: 0.2053 (0.2158) loss_rec_sfr: 0.2658 (0.2774) loss_cl: -0.2793 (-0.2789) time: 0.7459 data: 0.0003 max mem: 29860 [22:44:48.797743] Epoch: [327] [2400/2904] eta: 0:06:19 lr: 0.001646 loss: 0.1789 (0.1898) loss_rec_all: 0.2056 (0.2158) loss_rec_sfr: 0.2176 (0.2772) loss_cl: -0.2797 (-0.2789) time: 0.7458 data: 0.0003 max mem: 29860 [22:45:03.708129] Epoch: [327] [2420/2904] eta: 0:06:04 lr: 0.001646 loss: 0.1781 (0.1898) loss_rec_all: 0.2041 (0.2157) loss_rec_sfr: 0.2616 (0.2770) loss_cl: -0.2788 (-0.2789) time: 0.7455 data: 0.0003 max mem: 29860 [22:45:18.621300] Epoch: [327] [2440/2904] eta: 0:05:49 lr: 0.001646 loss: 0.1797 (0.1898) loss_rec_all: 0.2057 (0.2157) loss_rec_sfr: 0.2260 (0.2769) loss_cl: -0.2789 (-0.2789) time: 0.7456 data: 0.0003 max mem: 29860 [22:45:33.527237] Epoch: [327] [2460/2904] eta: 0:05:34 lr: 0.001646 loss: 0.1804 (0.1898) loss_rec_all: 0.2063 (0.2158) loss_rec_sfr: 0.2701 (0.2772) loss_cl: -0.2795 (-0.2789) time: 0.7453 data: 0.0003 max mem: 29860 [22:45:48.439852] Epoch: [327] [2480/2904] eta: 0:05:19 lr: 0.001646 loss: 0.1849 (0.1899) loss_rec_all: 0.2109 (0.2158) loss_rec_sfr: 0.2579 (0.2773) loss_cl: -0.2791 (-0.2789) time: 0.7456 data: 0.0003 max mem: 29860 [22:46:03.352514] Epoch: [327] [2500/2904] eta: 0:05:04 lr: 0.001646 loss: 0.1803 (0.1899) loss_rec_all: 0.2066 (0.2158) loss_rec_sfr: 0.2614 (0.2774) loss_cl: -0.2786 (-0.2789) time: 0.7456 data: 0.0003 max mem: 29860 [22:46:18.256311] Epoch: [327] [2520/2904] eta: 0:04:49 lr: 0.001646 loss: 0.1751 (0.1899) loss_rec_all: 0.2016 (0.2158) loss_rec_sfr: 0.2395 (0.2772) loss_cl: -0.2783 (-0.2789) time: 0.7451 data: 0.0003 max mem: 29860 [22:46:33.166358] Epoch: [327] [2540/2904] eta: 0:04:34 lr: 0.001646 loss: 0.1784 (0.1898) loss_rec_all: 0.2043 (0.2158) loss_rec_sfr: 0.2573 (0.2771) loss_cl: -0.2783 (-0.2789) time: 0.7455 data: 0.0003 max mem: 29860 [22:46:48.071211] Epoch: [327] [2560/2904] eta: 0:04:19 lr: 0.001646 loss: 0.1829 (0.1899) loss_rec_all: 0.2089 (0.2158) loss_rec_sfr: 0.2603 (0.2772) loss_cl: -0.2790 (-0.2789) time: 0.7452 data: 0.0003 max mem: 29860 [22:47:02.975998] Epoch: [327] [2580/2904] eta: 0:04:03 lr: 0.001646 loss: 0.1814 (0.1899) loss_rec_all: 0.2074 (0.2158) loss_rec_sfr: 0.2588 (0.2772) loss_cl: -0.2785 (-0.2789) time: 0.7452 data: 0.0003 max mem: 29860 [22:47:17.880064] Epoch: [327] [2600/2904] eta: 0:03:48 lr: 0.001646 loss: 0.1827 (0.1899) loss_rec_all: 0.2090 (0.2159) loss_rec_sfr: 0.2628 (0.2774) loss_cl: -0.2797 (-0.2789) time: 0.7452 data: 0.0003 max mem: 29860 [22:47:32.788849] Epoch: [327] [2620/2904] eta: 0:03:33 lr: 0.001646 loss: 0.1817 (0.1899) loss_rec_all: 0.2083 (0.2159) loss_rec_sfr: 0.2611 (0.2775) loss_cl: -0.2795 (-0.2789) time: 0.7454 data: 0.0003 max mem: 29860 [22:47:47.695179] Epoch: [327] [2640/2904] eta: 0:03:18 lr: 0.001646 loss: 0.1779 (0.1899) loss_rec_all: 0.2041 (0.2159) loss_rec_sfr: 0.2597 (0.2774) loss_cl: -0.2781 (-0.2789) time: 0.7453 data: 0.0003 max mem: 29860 [22:48:02.599379] Epoch: [327] [2660/2904] eta: 0:03:03 lr: 0.001646 loss: 0.1822 (0.1899) loss_rec_all: 0.2081 (0.2159) loss_rec_sfr: 0.2527 (0.2774) loss_cl: -0.2782 (-0.2789) time: 0.7452 data: 0.0003 max mem: 29860 [22:48:17.507103] Epoch: [327] [2680/2904] eta: 0:02:48 lr: 0.001646 loss: 0.1816 (0.1899) loss_rec_all: 0.2076 (0.2159) loss_rec_sfr: 0.2558 (0.2773) loss_cl: -0.2788 (-0.2789) time: 0.7453 data: 0.0003 max mem: 29860 [22:48:32.418744] Epoch: [327] [2700/2904] eta: 0:02:33 lr: 0.001646 loss: 0.1799 (0.1899) loss_rec_all: 0.2063 (0.2159) loss_rec_sfr: 0.2645 (0.2774) loss_cl: -0.2796 (-0.2789) time: 0.7455 data: 0.0003 max mem: 29860 [22:48:47.328917] Epoch: [327] [2720/2904] eta: 0:02:18 lr: 0.001646 loss: 0.1808 (0.1900) loss_rec_all: 0.2068 (0.2159) loss_rec_sfr: 0.2596 (0.2775) loss_cl: -0.2794 (-0.2789) time: 0.7455 data: 0.0003 max mem: 29860 [22:49:02.238102] Epoch: [327] [2740/2904] eta: 0:02:03 lr: 0.001646 loss: 0.1787 (0.1900) loss_rec_all: 0.2048 (0.2159) loss_rec_sfr: 0.2630 (0.2776) loss_cl: -0.2790 (-0.2789) time: 0.7454 data: 0.0003 max mem: 29860 [22:49:17.144193] Epoch: [327] [2760/2904] eta: 0:01:48 lr: 0.001646 loss: 0.1766 (0.1899) loss_rec_all: 0.2025 (0.2159) loss_rec_sfr: 0.2563 (0.2775) loss_cl: -0.2792 (-0.2789) time: 0.7453 data: 0.0003 max mem: 29860 [22:49:32.051514] Epoch: [327] [2780/2904] eta: 0:01:33 lr: 0.001646 loss: 0.1827 (0.1899) loss_rec_all: 0.2086 (0.2159) loss_rec_sfr: 0.2636 (0.2775) loss_cl: -0.2785 (-0.2789) time: 0.7453 data: 0.0003 max mem: 29860 [22:49:46.959424] Epoch: [327] [2800/2904] eta: 0:01:18 lr: 0.001646 loss: 0.1789 (0.1899) loss_rec_all: 0.2052 (0.2158) loss_rec_sfr: 0.2583 (0.2774) loss_cl: -0.2786 (-0.2789) time: 0.7454 data: 0.0003 max mem: 29860 [22:50:01.861638] Epoch: [327] [2820/2904] eta: 0:01:03 lr: 0.001646 loss: 0.1819 (0.1899) loss_rec_all: 0.2080 (0.2158) loss_rec_sfr: 0.2525 (0.2773) loss_cl: -0.2783 (-0.2789) time: 0.7451 data: 0.0003 max mem: 29860 [22:50:16.809544] Epoch: [327] [2840/2904] eta: 0:00:48 lr: 0.001646 loss: 0.1783 (0.1899) loss_rec_all: 0.2044 (0.2158) loss_rec_sfr: 0.2652 (0.2775) loss_cl: -0.2792 (-0.2789) time: 0.7474 data: 0.0031 max mem: 29860 [22:50:31.703112] Epoch: [327] [2860/2904] eta: 0:00:33 lr: 0.001646 loss: 0.1800 (0.1899) loss_rec_all: 0.2061 (0.2158) loss_rec_sfr: 0.2651 (0.2776) loss_cl: -0.2798 (-0.2789) time: 0.7446 data: 0.0001 max mem: 29860 [22:50:46.604326] Epoch: [327] [2880/2904] eta: 0:00:18 lr: 0.001645 loss: 0.1770 (0.1899) loss_rec_all: 0.2036 (0.2158) loss_rec_sfr: 0.2566 (0.2776) loss_cl: -0.2792 (-0.2789) time: 0.7450 data: 0.0001 max mem: 29860 [22:51:01.493841] Epoch: [327] [2900/2904] eta: 0:00:03 lr: 0.001645 loss: 0.1832 (0.1899) loss_rec_all: 0.2097 (0.2158) loss_rec_sfr: 0.2568 (0.2775) loss_cl: -0.2790 (-0.2789) time: 0.7444 data: 0.0001 max mem: 29860 [22:51:03.733812] Epoch: [327] [2903/2904] eta: 0:00:00 lr: 0.001645 loss: 0.1832 (0.1899) loss_rec_all: 0.2097 (0.2158) loss_rec_sfr: 0.2532 (0.2776) loss_cl: -0.2790 (-0.2789) time: 0.7444 data: 0.0001 max mem: 29860 [22:51:05.973284] Epoch: [327] Total time: 0:36:26 (0.7529 s / it) [22:51:05.978460] Averaged stats: lr: 0.001645 loss: 0.1832 (0.1923) loss_rec_all: 0.2097 (0.2159) loss_rec_sfr: 0.2532 (0.2774) loss_cl: -0.2790 (-0.2556) [22:51:05.983678] log_dir: ./checkpoint/VF2_ViT-B [22:51:21.153700] Epoch: [328] [ 0/2904] eta: 12:14:11 lr: 0.001645 loss: 0.1825 (0.1825) loss_rec_all: 0.2087 (0.2087) loss_rec_sfr: 0.2493 (0.2493) loss_cl: -0.2794 (-0.2794) time: 15.1692 data: 13.6620 max mem: 29860 [22:51:37.665158] Epoch: [328] [ 20/2904] eta: 1:12:30 lr: 0.001645 loss: 0.1837 (0.1948) loss_rec_all: 0.2098 (0.2206) loss_rec_sfr: 0.2635 (0.2988) loss_cl: -0.2787 (-0.2785) time: 0.8255 data: 0.0770 max mem: 29860 [22:51:52.546265] Epoch: [328] [ 40/2904] eta: 0:54:12 lr: 0.001645 loss: 0.1813 (0.1916) loss_rec_all: 0.2077 (0.2175) loss_rec_sfr: 0.2625 (0.2845) loss_cl: -0.2795 (-0.2790) time: 0.7440 data: 0.0002 max mem: 29860 [22:52:07.432507] Epoch: [328] [ 60/2904] eta: 0:47:44 lr: 0.001645 loss: 0.1805 (0.1919) loss_rec_all: 0.2065 (0.2177) loss_rec_sfr: 0.2620 (0.2845) loss_cl: -0.2786 (-0.2789) time: 0.7443 data: 0.0002 max mem: 29860 [22:52:22.328464] Epoch: [328] [ 80/2904] eta: 0:44:21 lr: 0.001645 loss: 0.1814 (0.1925) loss_rec_all: 0.2077 (0.2183) loss_rec_sfr: 0.2478 (0.2857) loss_cl: -0.2781 (-0.2787) time: 0.7447 data: 0.0002 max mem: 29860 [22:52:37.237652] Epoch: [328] [ 100/2904] eta: 0:42:13 lr: 0.001645 loss: 0.1764 (0.1895) loss_rec_all: 0.2028 (0.2155) loss_rec_sfr: 0.2217 (0.2748) loss_cl: -0.2788 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [22:52:52.147341] Epoch: [328] [ 120/2904] eta: 0:40:42 lr: 0.001645 loss: 0.1772 (0.1884) loss_rec_all: 0.2037 (0.2144) loss_rec_sfr: 0.2215 (0.2709) loss_cl: -0.2790 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [22:53:07.061995] Epoch: [328] [ 140/2904] eta: 0:39:33 lr: 0.001645 loss: 0.1796 (0.1895) loss_rec_all: 0.2059 (0.2155) loss_rec_sfr: 0.2612 (0.2742) loss_cl: -0.2798 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [22:53:21.975272] Epoch: [328] [ 160/2904] eta: 0:38:37 lr: 0.001645 loss: 0.1770 (0.1890) loss_rec_all: 0.2033 (0.2149) loss_rec_sfr: 0.2613 (0.2728) loss_cl: -0.2797 (-0.2790) time: 0.7456 data: 0.0002 max mem: 29860 [22:53:36.892136] Epoch: [328] [ 180/2904] eta: 0:37:50 lr: 0.001645 loss: 0.1807 (0.1906) loss_rec_all: 0.2072 (0.2166) loss_rec_sfr: 0.2673 (0.2788) loss_cl: -0.2788 (-0.2790) time: 0.7458 data: 0.0002 max mem: 29860 [22:53:51.801208] Epoch: [328] [ 200/2904] eta: 0:37:10 lr: 0.001645 loss: 0.1760 (0.1893) loss_rec_all: 0.2020 (0.2152) loss_rec_sfr: 0.2566 (0.2749) loss_cl: -0.2780 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [22:54:06.744793] Epoch: [328] [ 220/2904] eta: 0:36:35 lr: 0.001645 loss: 0.1808 (0.1890) loss_rec_all: 0.2070 (0.2150) loss_rec_sfr: 0.2587 (0.2739) loss_cl: -0.2781 (-0.2788) time: 0.7471 data: 0.0003 max mem: 29860 [22:54:21.648910] Epoch: [328] [ 240/2904] eta: 0:36:02 lr: 0.001645 loss: 0.1791 (0.1893) loss_rec_all: 0.2055 (0.2152) loss_rec_sfr: 0.2552 (0.2746) loss_cl: -0.2790 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [22:54:36.557625] Epoch: [328] [ 260/2904] eta: 0:35:33 lr: 0.001645 loss: 0.1757 (0.1891) loss_rec_all: 0.2016 (0.2151) loss_rec_sfr: 0.2624 (0.2745) loss_cl: -0.2785 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [22:54:51.470915] Epoch: [328] [ 280/2904] eta: 0:35:05 lr: 0.001645 loss: 0.1799 (0.1893) loss_rec_all: 0.2062 (0.2152) loss_rec_sfr: 0.2608 (0.2749) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [22:55:06.380638] Epoch: [328] [ 300/2904] eta: 0:34:39 lr: 0.001645 loss: 0.1785 (0.1894) loss_rec_all: 0.2048 (0.2153) loss_rec_sfr: 0.2509 (0.2750) loss_cl: -0.2788 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [22:55:21.286017] Epoch: [328] [ 320/2904] eta: 0:34:15 lr: 0.001645 loss: 0.1857 (0.1896) loss_rec_all: 0.2121 (0.2156) loss_rec_sfr: 0.2566 (0.2756) loss_cl: -0.2791 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [22:55:36.186853] Epoch: [328] [ 340/2904] eta: 0:33:51 lr: 0.001645 loss: 0.1824 (0.1900) loss_rec_all: 0.2087 (0.2159) loss_rec_sfr: 0.2635 (0.2771) loss_cl: -0.2791 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [22:55:51.090653] Epoch: [328] [ 360/2904] eta: 0:33:29 lr: 0.001645 loss: 0.1796 (0.1900) loss_rec_all: 0.2058 (0.2159) loss_rec_sfr: 0.2497 (0.2771) loss_cl: -0.2788 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [22:56:06.000800] Epoch: [328] [ 380/2904] eta: 0:33:07 lr: 0.001645 loss: 0.1795 (0.1895) loss_rec_all: 0.2054 (0.2155) loss_rec_sfr: 0.2576 (0.2760) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [22:56:20.914057] Epoch: [328] [ 400/2904] eta: 0:32:46 lr: 0.001645 loss: 0.1808 (0.1894) loss_rec_all: 0.2067 (0.2154) loss_rec_sfr: 0.2633 (0.2759) loss_cl: -0.2784 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [22:56:35.822404] Epoch: [328] [ 420/2904] eta: 0:32:26 lr: 0.001645 loss: 0.1821 (0.1896) loss_rec_all: 0.2080 (0.2155) loss_rec_sfr: 0.2661 (0.2768) loss_cl: -0.2791 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [22:56:50.729060] Epoch: [328] [ 440/2904] eta: 0:32:06 lr: 0.001645 loss: 0.1803 (0.1899) loss_rec_all: 0.2062 (0.2159) loss_rec_sfr: 0.2590 (0.2778) loss_cl: -0.2783 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [22:57:05.630071] Epoch: [328] [ 460/2904] eta: 0:31:46 lr: 0.001645 loss: 0.1799 (0.1902) loss_rec_all: 0.2063 (0.2161) loss_rec_sfr: 0.2609 (0.2787) loss_cl: -0.2788 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [22:57:20.532583] Epoch: [328] [ 480/2904] eta: 0:31:27 lr: 0.001645 loss: 0.1800 (0.1899) loss_rec_all: 0.2065 (0.2159) loss_rec_sfr: 0.2582 (0.2779) loss_cl: -0.2795 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [22:57:35.446060] Epoch: [328] [ 500/2904] eta: 0:31:08 lr: 0.001645 loss: 0.1745 (0.1897) loss_rec_all: 0.2005 (0.2156) loss_rec_sfr: 0.2567 (0.2771) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [22:57:50.356163] Epoch: [328] [ 520/2904] eta: 0:30:50 lr: 0.001645 loss: 0.1804 (0.1897) loss_rec_all: 0.2064 (0.2157) loss_rec_sfr: 0.2603 (0.2773) loss_cl: -0.2782 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [22:58:05.263990] Epoch: [328] [ 540/2904] eta: 0:30:32 lr: 0.001645 loss: 0.1780 (0.1893) loss_rec_all: 0.2042 (0.2152) loss_rec_sfr: 0.2506 (0.2758) loss_cl: -0.2790 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [22:58:20.175287] Epoch: [328] [ 560/2904] eta: 0:30:14 lr: 0.001645 loss: 0.1745 (0.1891) loss_rec_all: 0.2004 (0.2151) loss_rec_sfr: 0.2520 (0.2754) loss_cl: -0.2781 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [22:58:35.083723] Epoch: [328] [ 580/2904] eta: 0:29:56 lr: 0.001645 loss: 0.1781 (0.1892) loss_rec_all: 0.2043 (0.2151) loss_rec_sfr: 0.2598 (0.2755) loss_cl: -0.2790 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [22:58:49.992423] Epoch: [328] [ 600/2904] eta: 0:29:38 lr: 0.001644 loss: 0.1805 (0.1892) loss_rec_all: 0.2072 (0.2152) loss_rec_sfr: 0.2665 (0.2757) loss_cl: -0.2797 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [22:59:04.902218] Epoch: [328] [ 620/2904] eta: 0:29:21 lr: 0.001644 loss: 0.1807 (0.1895) loss_rec_all: 0.2070 (0.2154) loss_rec_sfr: 0.2640 (0.2767) loss_cl: -0.2798 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [22:59:19.811236] Epoch: [328] [ 640/2904] eta: 0:29:04 lr: 0.001644 loss: 0.1799 (0.1893) loss_rec_all: 0.2064 (0.2153) loss_rec_sfr: 0.2618 (0.2764) loss_cl: -0.2791 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [22:59:34.723351] Epoch: [328] [ 660/2904] eta: 0:28:46 lr: 0.001644 loss: 0.1790 (0.1894) loss_rec_all: 0.2051 (0.2153) loss_rec_sfr: 0.2578 (0.2764) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [22:59:49.635182] Epoch: [328] [ 680/2904] eta: 0:28:30 lr: 0.001644 loss: 0.1806 (0.1892) loss_rec_all: 0.2070 (0.2151) loss_rec_sfr: 0.2268 (0.2756) loss_cl: -0.2783 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [23:00:04.553162] Epoch: [328] [ 700/2904] eta: 0:28:13 lr: 0.001644 loss: 0.1770 (0.1890) loss_rec_all: 0.2034 (0.2149) loss_rec_sfr: 0.2547 (0.2749) loss_cl: -0.2784 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [23:00:19.457313] Epoch: [328] [ 720/2904] eta: 0:27:56 lr: 0.001644 loss: 0.1804 (0.1891) loss_rec_all: 0.2066 (0.2151) loss_rec_sfr: 0.2654 (0.2756) loss_cl: -0.2789 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [23:00:34.359082] Epoch: [328] [ 740/2904] eta: 0:27:39 lr: 0.001644 loss: 0.1780 (0.1890) loss_rec_all: 0.2044 (0.2149) loss_rec_sfr: 0.2245 (0.2750) loss_cl: -0.2795 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [23:00:49.259170] Epoch: [328] [ 760/2904] eta: 0:27:23 lr: 0.001644 loss: 0.1813 (0.1889) loss_rec_all: 0.2074 (0.2149) loss_rec_sfr: 0.2620 (0.2750) loss_cl: -0.2796 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [23:01:04.160314] Epoch: [328] [ 780/2904] eta: 0:27:06 lr: 0.001644 loss: 0.1797 (0.1890) loss_rec_all: 0.2057 (0.2149) loss_rec_sfr: 0.2619 (0.2753) loss_cl: -0.2795 (-0.2789) time: 0.7450 data: 0.0002 max mem: 29860 [23:01:19.070700] Epoch: [328] [ 800/2904] eta: 0:26:50 lr: 0.001644 loss: 0.1788 (0.1890) loss_rec_all: 0.2054 (0.2150) loss_rec_sfr: 0.2560 (0.2755) loss_cl: -0.2797 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [23:01:33.980814] Epoch: [328] [ 820/2904] eta: 0:26:33 lr: 0.001644 loss: 0.1827 (0.1891) loss_rec_all: 0.2086 (0.2151) loss_rec_sfr: 0.2584 (0.2760) loss_cl: -0.2783 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [23:01:48.891363] Epoch: [328] [ 840/2904] eta: 0:26:17 lr: 0.001644 loss: 0.1843 (0.1891) loss_rec_all: 0.2104 (0.2150) loss_rec_sfr: 0.2575 (0.2757) loss_cl: -0.2791 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [23:02:03.805005] Epoch: [328] [ 860/2904] eta: 0:26:01 lr: 0.001644 loss: 0.1779 (0.1890) loss_rec_all: 0.2040 (0.2150) loss_rec_sfr: 0.2522 (0.2757) loss_cl: -0.2790 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [23:02:18.713545] Epoch: [328] [ 880/2904] eta: 0:25:45 lr: 0.001644 loss: 0.1780 (0.1892) loss_rec_all: 0.2041 (0.2151) loss_rec_sfr: 0.2676 (0.2764) loss_cl: -0.2789 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [23:02:33.617615] Epoch: [328] [ 900/2904] eta: 0:25:29 lr: 0.001644 loss: 0.1794 (0.1892) loss_rec_all: 0.2055 (0.2151) loss_rec_sfr: 0.2623 (0.2764) loss_cl: -0.2782 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [23:02:48.527265] Epoch: [328] [ 920/2904] eta: 0:25:13 lr: 0.001644 loss: 0.1821 (0.1891) loss_rec_all: 0.2080 (0.2151) loss_rec_sfr: 0.2634 (0.2762) loss_cl: -0.2783 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [23:03:03.432483] Epoch: [328] [ 940/2904] eta: 0:24:57 lr: 0.001644 loss: 0.1785 (0.1892) loss_rec_all: 0.2047 (0.2151) loss_rec_sfr: 0.2645 (0.2766) loss_cl: -0.2797 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [23:03:18.330072] Epoch: [328] [ 960/2904] eta: 0:24:41 lr: 0.001644 loss: 0.1763 (0.1890) loss_rec_all: 0.2025 (0.2149) loss_rec_sfr: 0.2560 (0.2759) loss_cl: -0.2802 (-0.2789) time: 0.7448 data: 0.0002 max mem: 29860 [23:03:33.232318] Epoch: [328] [ 980/2904] eta: 0:24:25 lr: 0.001644 loss: 0.1819 (0.1890) loss_rec_all: 0.2081 (0.2150) loss_rec_sfr: 0.2571 (0.2759) loss_cl: -0.2792 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [23:03:48.135443] Epoch: [328] [1000/2904] eta: 0:24:09 lr: 0.001644 loss: 0.1772 (0.1888) loss_rec_all: 0.2033 (0.2148) loss_rec_sfr: 0.2641 (0.2755) loss_cl: -0.2788 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [23:04:03.040513] Epoch: [328] [1020/2904] eta: 0:23:53 lr: 0.001644 loss: 0.1840 (0.1889) loss_rec_all: 0.2099 (0.2149) loss_rec_sfr: 0.2609 (0.2757) loss_cl: -0.2781 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [23:04:17.951818] Epoch: [328] [1040/2904] eta: 0:23:38 lr: 0.001644 loss: 0.1773 (0.1888) loss_rec_all: 0.2037 (0.2148) loss_rec_sfr: 0.2486 (0.2754) loss_cl: -0.2797 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [23:04:32.859881] Epoch: [328] [1060/2904] eta: 0:23:22 lr: 0.001644 loss: 0.1778 (0.1888) loss_rec_all: 0.2040 (0.2148) loss_rec_sfr: 0.2634 (0.2755) loss_cl: -0.2805 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [23:04:47.765432] Epoch: [328] [1080/2904] eta: 0:23:06 lr: 0.001644 loss: 0.1809 (0.1888) loss_rec_all: 0.2075 (0.2148) loss_rec_sfr: 0.2622 (0.2754) loss_cl: -0.2794 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [23:05:02.667636] Epoch: [328] [1100/2904] eta: 0:22:50 lr: 0.001644 loss: 0.1786 (0.1888) loss_rec_all: 0.2048 (0.2148) loss_rec_sfr: 0.2597 (0.2753) loss_cl: -0.2781 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [23:05:17.568714] Epoch: [328] [1120/2904] eta: 0:22:35 lr: 0.001644 loss: 0.1779 (0.1887) loss_rec_all: 0.2044 (0.2147) loss_rec_sfr: 0.2179 (0.2748) loss_cl: -0.2786 (-0.2789) time: 0.7450 data: 0.0002 max mem: 29860 [23:05:32.478487] Epoch: [328] [1140/2904] eta: 0:22:19 lr: 0.001644 loss: 0.1805 (0.1886) loss_rec_all: 0.2070 (0.2146) loss_rec_sfr: 0.2644 (0.2746) loss_cl: -0.2798 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [23:05:47.386054] Epoch: [328] [1160/2904] eta: 0:22:03 lr: 0.001644 loss: 0.1777 (0.1886) loss_rec_all: 0.2039 (0.2146) loss_rec_sfr: 0.2613 (0.2748) loss_cl: -0.2810 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [23:06:02.301682] Epoch: [328] [1180/2904] eta: 0:21:48 lr: 0.001644 loss: 0.1788 (0.1886) loss_rec_all: 0.2054 (0.2145) loss_rec_sfr: 0.2539 (0.2743) loss_cl: -0.2795 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [23:06:17.209333] Epoch: [328] [1200/2904] eta: 0:21:32 lr: 0.001644 loss: 0.1777 (0.1886) loss_rec_all: 0.2042 (0.2145) loss_rec_sfr: 0.2538 (0.2742) loss_cl: -0.2784 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [23:06:32.124069] Epoch: [328] [1220/2904] eta: 0:21:17 lr: 0.001644 loss: 0.1798 (0.1886) loss_rec_all: 0.2059 (0.2145) loss_rec_sfr: 0.2341 (0.2741) loss_cl: -0.2791 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [23:06:47.042932] Epoch: [328] [1240/2904] eta: 0:21:01 lr: 0.001643 loss: 0.1782 (0.1885) loss_rec_all: 0.2046 (0.2145) loss_rec_sfr: 0.2623 (0.2739) loss_cl: -0.2793 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [23:07:01.951643] Epoch: [328] [1260/2904] eta: 0:20:46 lr: 0.001643 loss: 0.1796 (0.1885) loss_rec_all: 0.2058 (0.2145) loss_rec_sfr: 0.2672 (0.2741) loss_cl: -0.2784 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [23:07:16.865925] Epoch: [328] [1280/2904] eta: 0:20:30 lr: 0.001643 loss: 0.1794 (0.1886) loss_rec_all: 0.2055 (0.2146) loss_rec_sfr: 0.2670 (0.2742) loss_cl: -0.2783 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [23:07:31.775702] Epoch: [328] [1300/2904] eta: 0:20:15 lr: 0.001643 loss: 0.1771 (0.1886) loss_rec_all: 0.2031 (0.2146) loss_rec_sfr: 0.2609 (0.2745) loss_cl: -0.2796 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [23:07:46.683865] Epoch: [328] [1320/2904] eta: 0:19:59 lr: 0.001643 loss: 0.1852 (0.1887) loss_rec_all: 0.2117 (0.2147) loss_rec_sfr: 0.2633 (0.2748) loss_cl: -0.2794 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [23:08:01.595622] Epoch: [328] [1340/2904] eta: 0:19:44 lr: 0.001643 loss: 0.1778 (0.1886) loss_rec_all: 0.2044 (0.2146) loss_rec_sfr: 0.2573 (0.2744) loss_cl: -0.2789 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [23:08:16.508910] Epoch: [328] [1360/2904] eta: 0:19:29 lr: 0.001643 loss: 0.1833 (0.1888) loss_rec_all: 0.2092 (0.2147) loss_rec_sfr: 0.2655 (0.2748) loss_cl: -0.2793 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [23:08:31.418030] Epoch: [328] [1380/2904] eta: 0:19:13 lr: 0.001643 loss: 0.1772 (0.1887) loss_rec_all: 0.2033 (0.2147) loss_rec_sfr: 0.2269 (0.2745) loss_cl: -0.2791 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [23:08:46.329154] Epoch: [328] [1400/2904] eta: 0:18:58 lr: 0.001643 loss: 0.1767 (0.1886) loss_rec_all: 0.2031 (0.2146) loss_rec_sfr: 0.2433 (0.2741) loss_cl: -0.2787 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [23:09:01.236166] Epoch: [328] [1420/2904] eta: 0:18:42 lr: 0.001643 loss: 0.1818 (0.1885) loss_rec_all: 0.2076 (0.2145) loss_rec_sfr: 0.2519 (0.2738) loss_cl: -0.2786 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [23:09:16.136572] Epoch: [328] [1440/2904] eta: 0:18:27 lr: 0.001643 loss: 0.1806 (0.1886) loss_rec_all: 0.2066 (0.2146) loss_rec_sfr: 0.2623 (0.2739) loss_cl: -0.2779 (-0.2789) time: 0.7450 data: 0.0002 max mem: 29860 [23:09:31.035495] Epoch: [328] [1460/2904] eta: 0:18:12 lr: 0.001643 loss: 0.1822 (0.1886) loss_rec_all: 0.2084 (0.2146) loss_rec_sfr: 0.2547 (0.2737) loss_cl: -0.2787 (-0.2789) time: 0.7449 data: 0.0002 max mem: 29860 [23:09:45.938796] Epoch: [328] [1480/2904] eta: 0:17:56 lr: 0.001643 loss: 0.1766 (0.1885) loss_rec_all: 0.2028 (0.2145) loss_rec_sfr: 0.2519 (0.2735) loss_cl: -0.2794 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [23:10:00.852458] Epoch: [328] [1500/2904] eta: 0:17:41 lr: 0.001643 loss: 0.1798 (0.1886) loss_rec_all: 0.2057 (0.2146) loss_rec_sfr: 0.2577 (0.2738) loss_cl: -0.2791 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [23:10:15.770530] Epoch: [328] [1520/2904] eta: 0:17:26 lr: 0.001643 loss: 0.1800 (0.1886) loss_rec_all: 0.2062 (0.2145) loss_rec_sfr: 0.2620 (0.2737) loss_cl: -0.2782 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [23:10:30.682923] Epoch: [328] [1540/2904] eta: 0:17:10 lr: 0.001643 loss: 0.1769 (0.1886) loss_rec_all: 0.2030 (0.2145) loss_rec_sfr: 0.2554 (0.2735) loss_cl: -0.2789 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [23:10:45.589522] Epoch: [328] [1560/2904] eta: 0:16:55 lr: 0.001643 loss: 0.1819 (0.1885) loss_rec_all: 0.2082 (0.2145) loss_rec_sfr: 0.2503 (0.2733) loss_cl: -0.2792 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [23:11:00.504661] Epoch: [328] [1580/2904] eta: 0:16:40 lr: 0.001643 loss: 0.1808 (0.1886) loss_rec_all: 0.2072 (0.2145) loss_rec_sfr: 0.2539 (0.2734) loss_cl: -0.2792 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [23:11:15.414408] Epoch: [328] [1600/2904] eta: 0:16:25 lr: 0.001643 loss: 0.1785 (0.1886) loss_rec_all: 0.2048 (0.2146) loss_rec_sfr: 0.2540 (0.2736) loss_cl: -0.2792 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [23:11:30.315209] Epoch: [328] [1620/2904] eta: 0:16:09 lr: 0.001643 loss: 0.1826 (0.1887) loss_rec_all: 0.2085 (0.2147) loss_rec_sfr: 0.2574 (0.2738) loss_cl: -0.2778 (-0.2789) time: 0.7450 data: 0.0002 max mem: 29860 [23:11:45.219327] Epoch: [328] [1640/2904] eta: 0:15:54 lr: 0.001643 loss: 0.1776 (0.1886) loss_rec_all: 0.2037 (0.2146) loss_rec_sfr: 0.2624 (0.2735) loss_cl: -0.2787 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [23:12:00.119794] Epoch: [328] [1660/2904] eta: 0:15:39 lr: 0.001643 loss: 0.1798 (0.1886) loss_rec_all: 0.2062 (0.2145) loss_rec_sfr: 0.2565 (0.2734) loss_cl: -0.2801 (-0.2789) time: 0.7450 data: 0.0002 max mem: 29860 [23:12:15.025969] Epoch: [328] [1680/2904] eta: 0:15:23 lr: 0.001643 loss: 0.1768 (0.1885) loss_rec_all: 0.2028 (0.2145) loss_rec_sfr: 0.2476 (0.2731) loss_cl: -0.2791 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [23:12:29.932329] Epoch: [328] [1700/2904] eta: 0:15:08 lr: 0.001643 loss: 0.1808 (0.1887) loss_rec_all: 0.2069 (0.2146) loss_rec_sfr: 0.2573 (0.2736) loss_cl: -0.2778 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [23:12:44.837747] Epoch: [328] [1720/2904] eta: 0:14:53 lr: 0.001643 loss: 0.1781 (0.1886) loss_rec_all: 0.2046 (0.2146) loss_rec_sfr: 0.2250 (0.2733) loss_cl: -0.2777 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [23:12:59.744550] Epoch: [328] [1740/2904] eta: 0:14:38 lr: 0.001643 loss: 0.1759 (0.1885) loss_rec_all: 0.2023 (0.2145) loss_rec_sfr: 0.2494 (0.2731) loss_cl: -0.2786 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [23:13:14.656146] Epoch: [328] [1760/2904] eta: 0:14:23 lr: 0.001643 loss: 0.1827 (0.1886) loss_rec_all: 0.2087 (0.2146) loss_rec_sfr: 0.2552 (0.2732) loss_cl: -0.2785 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [23:13:29.704277] Epoch: [328] [1780/2904] eta: 0:14:07 lr: 0.001643 loss: 0.1832 (0.1887) loss_rec_all: 0.2093 (0.2146) loss_rec_sfr: 0.2624 (0.2734) loss_cl: -0.2788 (-0.2789) time: 0.7524 data: 0.0002 max mem: 29860 [23:13:44.610069] Epoch: [328] [1800/2904] eta: 0:13:52 lr: 0.001643 loss: 0.1926 (0.1888) loss_rec_all: 0.2186 (0.2148) loss_rec_sfr: 0.2668 (0.2739) loss_cl: -0.2791 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [23:13:59.512513] Epoch: [328] [1820/2904] eta: 0:13:37 lr: 0.001643 loss: 0.1787 (0.1888) loss_rec_all: 0.2047 (0.2147) loss_rec_sfr: 0.2320 (0.2738) loss_cl: -0.2796 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [23:14:14.418617] Epoch: [328] [1840/2904] eta: 0:13:22 lr: 0.001643 loss: 0.1780 (0.1887) loss_rec_all: 0.2045 (0.2147) loss_rec_sfr: 0.2525 (0.2736) loss_cl: -0.2791 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [23:14:29.328214] Epoch: [328] [1860/2904] eta: 0:13:07 lr: 0.001642 loss: 0.1768 (0.1887) loss_rec_all: 0.2034 (0.2146) loss_rec_sfr: 0.2612 (0.2735) loss_cl: -0.2792 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [23:14:44.240110] Epoch: [328] [1880/2904] eta: 0:12:52 lr: 0.001642 loss: 0.1760 (0.1886) loss_rec_all: 0.2021 (0.2145) loss_rec_sfr: 0.2547 (0.2731) loss_cl: -0.2780 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [23:14:59.146382] Epoch: [328] [1900/2904] eta: 0:12:36 lr: 0.001642 loss: 0.1845 (0.1886) loss_rec_all: 0.2109 (0.2146) loss_rec_sfr: 0.2612 (0.2733) loss_cl: -0.2780 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [23:15:14.049476] Epoch: [328] [1920/2904] eta: 0:12:21 lr: 0.001642 loss: 0.1838 (0.1887) loss_rec_all: 0.2100 (0.2147) loss_rec_sfr: 0.2607 (0.2735) loss_cl: -0.2796 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [23:15:28.949652] Epoch: [328] [1940/2904] eta: 0:12:06 lr: 0.001642 loss: 0.1770 (0.1887) loss_rec_all: 0.2036 (0.2146) loss_rec_sfr: 0.2604 (0.2735) loss_cl: -0.2800 (-0.2789) time: 0.7450 data: 0.0002 max mem: 29860 [23:15:43.856306] Epoch: [328] [1960/2904] eta: 0:11:51 lr: 0.001642 loss: 0.1866 (0.1888) loss_rec_all: 0.2127 (0.2148) loss_rec_sfr: 0.2721 (0.2740) loss_cl: -0.2788 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [23:15:58.769765] Epoch: [328] [1980/2904] eta: 0:11:36 lr: 0.001642 loss: 0.1800 (0.1888) loss_rec_all: 0.2058 (0.2148) loss_rec_sfr: 0.2603 (0.2740) loss_cl: -0.2785 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [23:16:13.686744] Epoch: [328] [2000/2904] eta: 0:11:21 lr: 0.001642 loss: 0.1876 (0.1889) loss_rec_all: 0.2140 (0.2149) loss_rec_sfr: 0.2604 (0.2743) loss_cl: -0.2787 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [23:16:28.594544] Epoch: [328] [2020/2904] eta: 0:11:05 lr: 0.001642 loss: 0.1794 (0.1890) loss_rec_all: 0.2057 (0.2149) loss_rec_sfr: 0.2599 (0.2744) loss_cl: -0.2792 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [23:16:43.502613] Epoch: [328] [2040/2904] eta: 0:10:50 lr: 0.001642 loss: 0.1777 (0.1889) loss_rec_all: 0.2042 (0.2149) loss_rec_sfr: 0.2568 (0.2742) loss_cl: -0.2798 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [23:16:58.411300] Epoch: [328] [2060/2904] eta: 0:10:35 lr: 0.001642 loss: 0.1791 (0.1889) loss_rec_all: 0.2053 (0.2149) loss_rec_sfr: 0.2650 (0.2745) loss_cl: -0.2789 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [23:17:13.318342] Epoch: [328] [2080/2904] eta: 0:10:20 lr: 0.001642 loss: 0.1768 (0.1889) loss_rec_all: 0.2033 (0.2148) loss_rec_sfr: 0.2645 (0.2744) loss_cl: -0.2789 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [23:17:28.228225] Epoch: [328] [2100/2904] eta: 0:10:05 lr: 0.001642 loss: 0.1826 (0.1889) loss_rec_all: 0.2091 (0.2149) loss_rec_sfr: 0.2561 (0.2745) loss_cl: -0.2788 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [23:17:43.130264] Epoch: [328] [2120/2904] eta: 0:09:50 lr: 0.001642 loss: 0.1782 (0.1889) loss_rec_all: 0.2046 (0.2148) loss_rec_sfr: 0.2558 (0.2743) loss_cl: -0.2795 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [23:17:58.034998] Epoch: [328] [2140/2904] eta: 0:09:35 lr: 0.001642 loss: 0.1822 (0.1889) loss_rec_all: 0.2080 (0.2149) loss_rec_sfr: 0.2728 (0.2746) loss_cl: -0.2789 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [23:18:12.936594] Epoch: [328] [2160/2904] eta: 0:09:20 lr: 0.001642 loss: 0.1809 (0.1889) loss_rec_all: 0.2067 (0.2148) loss_rec_sfr: 0.2586 (0.2744) loss_cl: -0.2783 (-0.2789) time: 0.7450 data: 0.0002 max mem: 29860 [23:18:27.839727] Epoch: [328] [2180/2904] eta: 0:09:04 lr: 0.001642 loss: 0.1819 (0.1889) loss_rec_all: 0.2082 (0.2148) loss_rec_sfr: 0.2646 (0.2745) loss_cl: -0.2781 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [23:18:42.741348] Epoch: [328] [2200/2904] eta: 0:08:49 lr: 0.001642 loss: 0.1857 (0.1890) loss_rec_all: 0.2117 (0.2149) loss_rec_sfr: 0.2615 (0.2748) loss_cl: -0.2785 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [23:18:57.645067] Epoch: [328] [2220/2904] eta: 0:08:34 lr: 0.001642 loss: 0.1838 (0.1890) loss_rec_all: 0.2097 (0.2150) loss_rec_sfr: 0.2577 (0.2749) loss_cl: -0.2788 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [23:19:12.561567] Epoch: [328] [2240/2904] eta: 0:08:19 lr: 0.001642 loss: 0.1817 (0.1891) loss_rec_all: 0.2077 (0.2150) loss_rec_sfr: 0.2616 (0.2750) loss_cl: -0.2790 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [23:19:27.469912] Epoch: [328] [2260/2904] eta: 0:08:04 lr: 0.001642 loss: 0.1819 (0.1891) loss_rec_all: 0.2084 (0.2150) loss_rec_sfr: 0.2586 (0.2751) loss_cl: -0.2788 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [23:19:42.372696] Epoch: [328] [2280/2904] eta: 0:07:49 lr: 0.001642 loss: 0.1808 (0.1891) loss_rec_all: 0.2072 (0.2151) loss_rec_sfr: 0.2621 (0.2752) loss_cl: -0.2781 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [23:19:57.277488] Epoch: [328] [2300/2904] eta: 0:07:34 lr: 0.001642 loss: 0.1820 (0.1892) loss_rec_all: 0.2084 (0.2151) loss_rec_sfr: 0.2689 (0.2754) loss_cl: -0.2787 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [23:20:12.181765] Epoch: [328] [2320/2904] eta: 0:07:19 lr: 0.001642 loss: 0.1779 (0.1891) loss_rec_all: 0.2044 (0.2151) loss_rec_sfr: 0.2194 (0.2751) loss_cl: -0.2787 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [23:20:27.089385] Epoch: [328] [2340/2904] eta: 0:07:04 lr: 0.001642 loss: 0.1784 (0.1890) loss_rec_all: 0.2046 (0.2150) loss_rec_sfr: 0.2584 (0.2749) loss_cl: -0.2783 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [23:20:41.987290] Epoch: [328] [2360/2904] eta: 0:06:49 lr: 0.001642 loss: 0.1755 (0.1890) loss_rec_all: 0.2021 (0.2149) loss_rec_sfr: 0.2186 (0.2746) loss_cl: -0.2795 (-0.2788) time: 0.7448 data: 0.0002 max mem: 29860 [23:20:56.894350] Epoch: [328] [2380/2904] eta: 0:06:34 lr: 0.001642 loss: 0.1779 (0.1889) loss_rec_all: 0.2042 (0.2149) loss_rec_sfr: 0.2568 (0.2745) loss_cl: -0.2794 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [23:21:11.797852] Epoch: [328] [2400/2904] eta: 0:06:19 lr: 0.001642 loss: 0.1805 (0.1890) loss_rec_all: 0.2068 (0.2150) loss_rec_sfr: 0.2654 (0.2748) loss_cl: -0.2788 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [23:21:26.698706] Epoch: [328] [2420/2904] eta: 0:06:03 lr: 0.001642 loss: 0.1804 (0.1891) loss_rec_all: 0.2064 (0.2150) loss_rec_sfr: 0.2604 (0.2750) loss_cl: -0.2787 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [23:21:41.605715] Epoch: [328] [2440/2904] eta: 0:05:48 lr: 0.001642 loss: 0.1792 (0.1891) loss_rec_all: 0.2055 (0.2150) loss_rec_sfr: 0.2644 (0.2750) loss_cl: -0.2787 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [23:21:56.519738] Epoch: [328] [2460/2904] eta: 0:05:33 lr: 0.001642 loss: 0.1760 (0.1891) loss_rec_all: 0.2028 (0.2151) loss_rec_sfr: 0.2503 (0.2750) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [23:22:11.429033] Epoch: [328] [2480/2904] eta: 0:05:18 lr: 0.001642 loss: 0.1779 (0.1891) loss_rec_all: 0.2041 (0.2151) loss_rec_sfr: 0.2669 (0.2751) loss_cl: -0.2785 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [23:22:26.343440] Epoch: [328] [2500/2904] eta: 0:05:03 lr: 0.001641 loss: 0.1784 (0.1891) loss_rec_all: 0.2049 (0.2150) loss_rec_sfr: 0.2519 (0.2750) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [23:22:41.250228] Epoch: [328] [2520/2904] eta: 0:04:48 lr: 0.001641 loss: 0.1862 (0.1892) loss_rec_all: 0.2121 (0.2151) loss_rec_sfr: 0.2615 (0.2753) loss_cl: -0.2792 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [23:22:56.160843] Epoch: [328] [2540/2904] eta: 0:04:33 lr: 0.001641 loss: 0.1800 (0.1891) loss_rec_all: 0.2065 (0.2151) loss_rec_sfr: 0.2246 (0.2750) loss_cl: -0.2785 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [23:23:11.071392] Epoch: [328] [2560/2904] eta: 0:04:18 lr: 0.001641 loss: 0.1814 (0.1892) loss_rec_all: 0.2074 (0.2151) loss_rec_sfr: 0.2634 (0.2752) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [23:23:25.981754] Epoch: [328] [2580/2904] eta: 0:04:03 lr: 0.001641 loss: 0.1786 (0.1892) loss_rec_all: 0.2049 (0.2151) loss_rec_sfr: 0.2552 (0.2751) loss_cl: -0.2785 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [23:23:40.893721] Epoch: [328] [2600/2904] eta: 0:03:48 lr: 0.001641 loss: 0.1840 (0.1892) loss_rec_all: 0.2102 (0.2151) loss_rec_sfr: 0.2701 (0.2752) loss_cl: -0.2793 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [23:23:55.809145] Epoch: [328] [2620/2904] eta: 0:03:33 lr: 0.001641 loss: 0.1805 (0.1892) loss_rec_all: 0.2071 (0.2152) loss_rec_sfr: 0.2611 (0.2752) loss_cl: -0.2795 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [23:24:10.718664] Epoch: [328] [2640/2904] eta: 0:03:18 lr: 0.001641 loss: 0.1771 (0.1892) loss_rec_all: 0.2035 (0.2151) loss_rec_sfr: 0.2270 (0.2750) loss_cl: -0.2782 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [23:24:25.626310] Epoch: [328] [2660/2904] eta: 0:03:03 lr: 0.001641 loss: 0.1803 (0.1892) loss_rec_all: 0.2064 (0.2151) loss_rec_sfr: 0.2610 (0.2750) loss_cl: -0.2791 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [23:24:40.537179] Epoch: [328] [2680/2904] eta: 0:02:48 lr: 0.001641 loss: 0.1779 (0.1892) loss_rec_all: 0.2039 (0.2152) loss_rec_sfr: 0.2584 (0.2751) loss_cl: -0.2792 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [23:24:55.441770] Epoch: [328] [2700/2904] eta: 0:02:33 lr: 0.001641 loss: 0.1785 (0.1891) loss_rec_all: 0.2051 (0.2151) loss_rec_sfr: 0.2466 (0.2748) loss_cl: -0.2794 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [23:25:10.349267] Epoch: [328] [2720/2904] eta: 0:02:18 lr: 0.001641 loss: 0.1771 (0.1891) loss_rec_all: 0.2030 (0.2150) loss_rec_sfr: 0.2209 (0.2746) loss_cl: -0.2788 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [23:25:25.256973] Epoch: [328] [2740/2904] eta: 0:02:03 lr: 0.001641 loss: 0.1790 (0.1891) loss_rec_all: 0.2051 (0.2151) loss_rec_sfr: 0.2589 (0.2748) loss_cl: -0.2784 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [23:25:40.172671] Epoch: [328] [2760/2904] eta: 0:01:48 lr: 0.001641 loss: 0.1810 (0.1892) loss_rec_all: 0.2071 (0.2151) loss_rec_sfr: 0.2590 (0.2748) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [23:25:55.090017] Epoch: [328] [2780/2904] eta: 0:01:33 lr: 0.001641 loss: 0.1852 (0.1892) loss_rec_all: 0.2114 (0.2151) loss_rec_sfr: 0.2596 (0.2749) loss_cl: -0.2793 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [23:26:10.004524] Epoch: [328] [2800/2904] eta: 0:01:18 lr: 0.001641 loss: 0.1746 (0.1891) loss_rec_all: 0.2007 (0.2151) loss_rec_sfr: 0.2284 (0.2746) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [23:26:24.908256] Epoch: [328] [2820/2904] eta: 0:01:03 lr: 0.001641 loss: 0.1819 (0.1891) loss_rec_all: 0.2078 (0.2151) loss_rec_sfr: 0.2622 (0.2746) loss_cl: -0.2788 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [23:26:39.844186] Epoch: [328] [2840/2904] eta: 0:00:48 lr: 0.001641 loss: 0.1780 (0.1891) loss_rec_all: 0.2040 (0.2150) loss_rec_sfr: 0.2609 (0.2746) loss_cl: -0.2785 (-0.2788) time: 0.7468 data: 0.0023 max mem: 29860 [23:26:54.732116] Epoch: [328] [2860/2904] eta: 0:00:33 lr: 0.001641 loss: 0.1809 (0.1891) loss_rec_all: 0.2070 (0.2150) loss_rec_sfr: 0.2672 (0.2746) loss_cl: -0.2783 (-0.2788) time: 0.7444 data: 0.0001 max mem: 29860 [23:27:09.625356] Epoch: [328] [2880/2904] eta: 0:00:18 lr: 0.001641 loss: 0.1787 (0.1890) loss_rec_all: 0.2046 (0.2150) loss_rec_sfr: 0.2288 (0.2744) loss_cl: -0.2797 (-0.2788) time: 0.7446 data: 0.0001 max mem: 29860 [23:27:24.529519] Epoch: [328] [2900/2904] eta: 0:00:03 lr: 0.001641 loss: 0.1834 (0.1891) loss_rec_all: 0.2099 (0.2150) loss_rec_sfr: 0.2657 (0.2746) loss_cl: -0.2795 (-0.2788) time: 0.7452 data: 0.0001 max mem: 29860 [23:27:26.770023] Epoch: [328] [2903/2904] eta: 0:00:00 lr: 0.001641 loss: 0.1834 (0.1891) loss_rec_all: 0.2099 (0.2151) loss_rec_sfr: 0.2564 (0.2746) loss_cl: -0.2795 (-0.2788) time: 0.7450 data: 0.0001 max mem: 29860 [23:27:28.987570] Epoch: [328] Total time: 0:36:23 (0.7517 s / it) [23:27:28.994420] Averaged stats: lr: 0.001641 loss: 0.1834 (0.1919) loss_rec_all: 0.2099 (0.2155) loss_rec_sfr: 0.2564 (0.2763) loss_cl: -0.2795 (-0.2556) [23:27:28.999582] log_dir: ./checkpoint/VF2_ViT-B [23:27:45.992235] Epoch: [329] [ 0/2904] eta: 13:42:24 lr: 0.001641 loss: 0.1735 (0.1735) loss_rec_all: 0.2000 (0.2000) loss_rec_sfr: 0.2128 (0.2128) loss_cl: -0.2790 (-0.2790) time: 16.9919 data: 16.2607 max mem: 29860 [23:28:02.365449] Epoch: [329] [ 20/2904] eta: 1:16:22 lr: 0.001641 loss: 0.1816 (0.1855) loss_rec_all: 0.2080 (0.2117) loss_rec_sfr: 0.2521 (0.2529) loss_cl: -0.2796 (-0.2794) time: 0.8186 data: 0.0002 max mem: 29860 [23:28:17.219547] Epoch: [329] [ 40/2904] eta: 0:56:08 lr: 0.001641 loss: 0.1846 (0.1912) loss_rec_all: 0.2105 (0.2172) loss_rec_sfr: 0.2635 (0.2736) loss_cl: -0.2784 (-0.2791) time: 0.7427 data: 0.0002 max mem: 29860 [23:28:32.094036] Epoch: [329] [ 60/2904] eta: 0:49:01 lr: 0.001641 loss: 0.1785 (0.1920) loss_rec_all: 0.2046 (0.2179) loss_rec_sfr: 0.2415 (0.2764) loss_cl: -0.2793 (-0.2792) time: 0.7437 data: 0.0002 max mem: 29860 [23:28:46.972682] Epoch: [329] [ 80/2904] eta: 0:45:18 lr: 0.001641 loss: 0.1837 (0.1927) loss_rec_all: 0.2099 (0.2186) loss_rec_sfr: 0.2652 (0.2814) loss_cl: -0.2789 (-0.2791) time: 0.7439 data: 0.0002 max mem: 29860 [23:29:01.857855] Epoch: [329] [ 100/2904] eta: 0:42:57 lr: 0.001641 loss: 0.1762 (0.1902) loss_rec_all: 0.2022 (0.2162) loss_rec_sfr: 0.2596 (0.2761) loss_cl: -0.2787 (-0.2790) time: 0.7442 data: 0.0002 max mem: 29860 [23:29:16.741351] Epoch: [329] [ 120/2904] eta: 0:41:18 lr: 0.001641 loss: 0.1805 (0.1906) loss_rec_all: 0.2064 (0.2166) loss_rec_sfr: 0.2652 (0.2787) loss_cl: -0.2788 (-0.2790) time: 0.7441 data: 0.0002 max mem: 29860 [23:29:31.628203] Epoch: [329] [ 140/2904] eta: 0:40:03 lr: 0.001641 loss: 0.1781 (0.1893) loss_rec_all: 0.2043 (0.2152) loss_rec_sfr: 0.2581 (0.2761) loss_cl: -0.2785 (-0.2789) time: 0.7443 data: 0.0002 max mem: 29860 [23:29:46.515100] Epoch: [329] [ 160/2904] eta: 0:39:03 lr: 0.001641 loss: 0.1753 (0.1882) loss_rec_all: 0.2015 (0.2142) loss_rec_sfr: 0.2531 (0.2726) loss_cl: -0.2793 (-0.2790) time: 0.7443 data: 0.0002 max mem: 29860 [23:30:01.406917] Epoch: [329] [ 180/2904] eta: 0:38:13 lr: 0.001641 loss: 0.1803 (0.1890) loss_rec_all: 0.2067 (0.2150) loss_rec_sfr: 0.2638 (0.2752) loss_cl: -0.2792 (-0.2790) time: 0.7445 data: 0.0002 max mem: 29860 [23:30:16.299476] Epoch: [329] [ 200/2904] eta: 0:37:30 lr: 0.001641 loss: 0.1779 (0.1889) loss_rec_all: 0.2041 (0.2149) loss_rec_sfr: 0.2623 (0.2755) loss_cl: -0.2788 (-0.2790) time: 0.7446 data: 0.0002 max mem: 29860 [23:30:31.215912] Epoch: [329] [ 220/2904] eta: 0:36:52 lr: 0.001640 loss: 0.1819 (0.1891) loss_rec_all: 0.2078 (0.2150) loss_rec_sfr: 0.2582 (0.2756) loss_cl: -0.2788 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [23:30:46.124494] Epoch: [329] [ 240/2904] eta: 0:36:18 lr: 0.001640 loss: 0.1809 (0.1889) loss_rec_all: 0.2068 (0.2148) loss_rec_sfr: 0.2562 (0.2747) loss_cl: -0.2781 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [23:31:01.038010] Epoch: [329] [ 260/2904] eta: 0:35:47 lr: 0.001640 loss: 0.1818 (0.1894) loss_rec_all: 0.2081 (0.2154) loss_rec_sfr: 0.2589 (0.2768) loss_cl: -0.2784 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [23:31:15.933917] Epoch: [329] [ 280/2904] eta: 0:35:18 lr: 0.001640 loss: 0.1784 (0.1894) loss_rec_all: 0.2046 (0.2154) loss_rec_sfr: 0.2539 (0.2769) loss_cl: -0.2783 (-0.2788) time: 0.7448 data: 0.0002 max mem: 29860 [23:31:30.835117] Epoch: [329] [ 300/2904] eta: 0:34:52 lr: 0.001640 loss: 0.1744 (0.1890) loss_rec_all: 0.2010 (0.2150) loss_rec_sfr: 0.2286 (0.2750) loss_cl: -0.2793 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [23:31:45.730321] Epoch: [329] [ 320/2904] eta: 0:34:26 lr: 0.001640 loss: 0.1776 (0.1890) loss_rec_all: 0.2035 (0.2149) loss_rec_sfr: 0.2659 (0.2755) loss_cl: -0.2793 (-0.2788) time: 0.7447 data: 0.0002 max mem: 29860 [23:32:00.622693] Epoch: [329] [ 340/2904] eta: 0:34:02 lr: 0.001640 loss: 0.1799 (0.1889) loss_rec_all: 0.2059 (0.2149) loss_rec_sfr: 0.2756 (0.2759) loss_cl: -0.2793 (-0.2788) time: 0.7446 data: 0.0002 max mem: 29860 [23:32:15.513837] Epoch: [329] [ 360/2904] eta: 0:33:38 lr: 0.001640 loss: 0.1786 (0.1892) loss_rec_all: 0.2047 (0.2152) loss_rec_sfr: 0.2668 (0.2774) loss_cl: -0.2793 (-0.2789) time: 0.7445 data: 0.0002 max mem: 29860 [23:32:30.428996] Epoch: [329] [ 380/2904] eta: 0:33:16 lr: 0.001640 loss: 0.1782 (0.1892) loss_rec_all: 0.2041 (0.2152) loss_rec_sfr: 0.2590 (0.2771) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [23:32:45.361023] Epoch: [329] [ 400/2904] eta: 0:32:55 lr: 0.001640 loss: 0.1765 (0.1890) loss_rec_all: 0.2029 (0.2149) loss_rec_sfr: 0.2209 (0.2758) loss_cl: -0.2782 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [23:33:00.271125] Epoch: [329] [ 420/2904] eta: 0:32:34 lr: 0.001640 loss: 0.1771 (0.1885) loss_rec_all: 0.2031 (0.2145) loss_rec_sfr: 0.2538 (0.2746) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [23:33:15.179405] Epoch: [329] [ 440/2904] eta: 0:32:14 lr: 0.001640 loss: 0.1835 (0.1885) loss_rec_all: 0.2094 (0.2144) loss_rec_sfr: 0.2641 (0.2747) loss_cl: -0.2796 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [23:33:30.094047] Epoch: [329] [ 460/2904] eta: 0:31:54 lr: 0.001640 loss: 0.1823 (0.1885) loss_rec_all: 0.2085 (0.2145) loss_rec_sfr: 0.2617 (0.2746) loss_cl: -0.2796 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [23:33:45.000020] Epoch: [329] [ 480/2904] eta: 0:31:34 lr: 0.001640 loss: 0.1781 (0.1883) loss_rec_all: 0.2042 (0.2142) loss_rec_sfr: 0.2488 (0.2734) loss_cl: -0.2787 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [23:33:59.909030] Epoch: [329] [ 500/2904] eta: 0:31:15 lr: 0.001640 loss: 0.1756 (0.1882) loss_rec_all: 0.2022 (0.2142) loss_rec_sfr: 0.2570 (0.2733) loss_cl: -0.2787 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [23:34:14.812706] Epoch: [329] [ 520/2904] eta: 0:30:56 lr: 0.001640 loss: 0.1747 (0.1882) loss_rec_all: 0.2007 (0.2141) loss_rec_sfr: 0.2475 (0.2731) loss_cl: -0.2787 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [23:34:29.720473] Epoch: [329] [ 540/2904] eta: 0:30:38 lr: 0.001640 loss: 0.1800 (0.1882) loss_rec_all: 0.2059 (0.2141) loss_rec_sfr: 0.2655 (0.2737) loss_cl: -0.2785 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [23:34:44.629861] Epoch: [329] [ 560/2904] eta: 0:30:20 lr: 0.001640 loss: 0.1841 (0.1885) loss_rec_all: 0.2102 (0.2144) loss_rec_sfr: 0.2633 (0.2747) loss_cl: -0.2788 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [23:34:59.540812] Epoch: [329] [ 580/2904] eta: 0:30:02 lr: 0.001640 loss: 0.1804 (0.1885) loss_rec_all: 0.2063 (0.2145) loss_rec_sfr: 0.2619 (0.2748) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [23:35:14.450547] Epoch: [329] [ 600/2904] eta: 0:29:44 lr: 0.001640 loss: 0.1756 (0.1883) loss_rec_all: 0.2017 (0.2143) loss_rec_sfr: 0.2617 (0.2743) loss_cl: -0.2792 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [23:35:29.359791] Epoch: [329] [ 620/2904] eta: 0:29:26 lr: 0.001640 loss: 0.1788 (0.1883) loss_rec_all: 0.2049 (0.2143) loss_rec_sfr: 0.2683 (0.2746) loss_cl: -0.2792 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [23:35:44.268730] Epoch: [329] [ 640/2904] eta: 0:29:09 lr: 0.001640 loss: 0.1782 (0.1882) loss_rec_all: 0.2042 (0.2142) loss_rec_sfr: 0.2535 (0.2740) loss_cl: -0.2798 (-0.2789) time: 0.7454 data: 0.0005 max mem: 29860 [23:35:59.181686] Epoch: [329] [ 660/2904] eta: 0:28:51 lr: 0.001640 loss: 0.1794 (0.1883) loss_rec_all: 0.2060 (0.2143) loss_rec_sfr: 0.2602 (0.2742) loss_cl: -0.2791 (-0.2789) time: 0.7456 data: 0.0005 max mem: 29860 [23:36:14.106170] Epoch: [329] [ 680/2904] eta: 0:28:34 lr: 0.001640 loss: 0.1816 (0.1884) loss_rec_all: 0.2079 (0.2143) loss_rec_sfr: 0.2603 (0.2740) loss_cl: -0.2784 (-0.2789) time: 0.7462 data: 0.0003 max mem: 29860 [23:36:29.027270] Epoch: [329] [ 700/2904] eta: 0:28:17 lr: 0.001640 loss: 0.1853 (0.1887) loss_rec_all: 0.2113 (0.2147) loss_rec_sfr: 0.2747 (0.2755) loss_cl: -0.2784 (-0.2789) time: 0.7460 data: 0.0003 max mem: 29860 [23:36:43.937059] Epoch: [329] [ 720/2904] eta: 0:28:00 lr: 0.001640 loss: 0.1804 (0.1889) loss_rec_all: 0.2063 (0.2149) loss_rec_sfr: 0.2636 (0.2762) loss_cl: -0.2780 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [23:36:58.843032] Epoch: [329] [ 740/2904] eta: 0:27:44 lr: 0.001640 loss: 0.1793 (0.1892) loss_rec_all: 0.2055 (0.2151) loss_rec_sfr: 0.2584 (0.2770) loss_cl: -0.2787 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [23:37:13.741604] Epoch: [329] [ 760/2904] eta: 0:27:27 lr: 0.001640 loss: 0.1803 (0.1892) loss_rec_all: 0.2065 (0.2151) loss_rec_sfr: 0.2586 (0.2769) loss_cl: -0.2797 (-0.2789) time: 0.7449 data: 0.0003 max mem: 29860 [23:37:28.640393] Epoch: [329] [ 780/2904] eta: 0:27:10 lr: 0.001640 loss: 0.1773 (0.1891) loss_rec_all: 0.2038 (0.2150) loss_rec_sfr: 0.2600 (0.2765) loss_cl: -0.2797 (-0.2789) time: 0.7449 data: 0.0003 max mem: 29860 [23:37:43.540461] Epoch: [329] [ 800/2904] eta: 0:26:54 lr: 0.001640 loss: 0.1795 (0.1891) loss_rec_all: 0.2055 (0.2151) loss_rec_sfr: 0.2573 (0.2766) loss_cl: -0.2787 (-0.2789) time: 0.7450 data: 0.0003 max mem: 29860 [23:37:58.442684] Epoch: [329] [ 820/2904] eta: 0:26:37 lr: 0.001640 loss: 0.1821 (0.1894) loss_rec_all: 0.2083 (0.2153) loss_rec_sfr: 0.2645 (0.2775) loss_cl: -0.2782 (-0.2788) time: 0.7451 data: 0.0003 max mem: 29860 [23:38:13.342984] Epoch: [329] [ 840/2904] eta: 0:26:21 lr: 0.001639 loss: 0.1781 (0.1893) loss_rec_all: 0.2042 (0.2152) loss_rec_sfr: 0.2574 (0.2770) loss_cl: -0.2790 (-0.2789) time: 0.7450 data: 0.0003 max mem: 29860 [23:38:28.243121] Epoch: [329] [ 860/2904] eta: 0:26:04 lr: 0.001639 loss: 0.1779 (0.1893) loss_rec_all: 0.2042 (0.2152) loss_rec_sfr: 0.2633 (0.2770) loss_cl: -0.2790 (-0.2789) time: 0.7450 data: 0.0003 max mem: 29860 [23:38:43.152144] Epoch: [329] [ 880/2904] eta: 0:25:48 lr: 0.001639 loss: 0.1858 (0.1894) loss_rec_all: 0.2118 (0.2154) loss_rec_sfr: 0.2608 (0.2773) loss_cl: -0.2790 (-0.2789) time: 0.7454 data: 0.0003 max mem: 29860 [23:38:58.057578] Epoch: [329] [ 900/2904] eta: 0:25:32 lr: 0.001639 loss: 0.1806 (0.1894) loss_rec_all: 0.2069 (0.2153) loss_rec_sfr: 0.2547 (0.2767) loss_cl: -0.2788 (-0.2789) time: 0.7452 data: 0.0003 max mem: 29860 [23:39:12.959661] Epoch: [329] [ 920/2904] eta: 0:25:16 lr: 0.001639 loss: 0.1791 (0.1893) loss_rec_all: 0.2050 (0.2153) loss_rec_sfr: 0.2643 (0.2767) loss_cl: -0.2787 (-0.2788) time: 0.7451 data: 0.0003 max mem: 29860 [23:39:27.863734] Epoch: [329] [ 940/2904] eta: 0:25:00 lr: 0.001639 loss: 0.1765 (0.1893) loss_rec_all: 0.2031 (0.2152) loss_rec_sfr: 0.2155 (0.2765) loss_cl: -0.2789 (-0.2788) time: 0.7452 data: 0.0003 max mem: 29860 [23:39:42.767540] Epoch: [329] [ 960/2904] eta: 0:24:44 lr: 0.001639 loss: 0.1865 (0.1894) loss_rec_all: 0.2126 (0.2154) loss_rec_sfr: 0.2580 (0.2769) loss_cl: -0.2794 (-0.2788) time: 0.7452 data: 0.0003 max mem: 29860 [23:39:57.674891] Epoch: [329] [ 980/2904] eta: 0:24:28 lr: 0.001639 loss: 0.1764 (0.1894) loss_rec_all: 0.2028 (0.2153) loss_rec_sfr: 0.2325 (0.2766) loss_cl: -0.2789 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [23:40:12.592695] Epoch: [329] [1000/2904] eta: 0:24:12 lr: 0.001639 loss: 0.1769 (0.1892) loss_rec_all: 0.2033 (0.2151) loss_rec_sfr: 0.2556 (0.2761) loss_cl: -0.2781 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [23:40:27.505924] Epoch: [329] [1020/2904] eta: 0:23:56 lr: 0.001639 loss: 0.1778 (0.1892) loss_rec_all: 0.2040 (0.2151) loss_rec_sfr: 0.2574 (0.2762) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [23:40:42.410594] Epoch: [329] [1040/2904] eta: 0:23:40 lr: 0.001639 loss: 0.1787 (0.1893) loss_rec_all: 0.2048 (0.2152) loss_rec_sfr: 0.2666 (0.2768) loss_cl: -0.2800 (-0.2789) time: 0.7452 data: 0.0003 max mem: 29860 [23:40:57.312223] Epoch: [329] [1060/2904] eta: 0:23:24 lr: 0.001639 loss: 0.1791 (0.1893) loss_rec_all: 0.2055 (0.2152) loss_rec_sfr: 0.2650 (0.2769) loss_cl: -0.2790 (-0.2789) time: 0.7450 data: 0.0003 max mem: 29860 [23:41:12.208090] Epoch: [329] [1080/2904] eta: 0:23:08 lr: 0.001639 loss: 0.1809 (0.1892) loss_rec_all: 0.2074 (0.2152) loss_rec_sfr: 0.2285 (0.2766) loss_cl: -0.2788 (-0.2789) time: 0.7448 data: 0.0003 max mem: 29860 [23:41:27.107181] Epoch: [329] [1100/2904] eta: 0:22:53 lr: 0.001639 loss: 0.1882 (0.1895) loss_rec_all: 0.2144 (0.2154) loss_rec_sfr: 0.2658 (0.2772) loss_cl: -0.2789 (-0.2789) time: 0.7449 data: 0.0003 max mem: 29860 [23:41:42.013175] Epoch: [329] [1120/2904] eta: 0:22:37 lr: 0.001639 loss: 0.1796 (0.1894) loss_rec_all: 0.2056 (0.2153) loss_rec_sfr: 0.2557 (0.2767) loss_cl: -0.2793 (-0.2789) time: 0.7453 data: 0.0003 max mem: 29860 [23:41:56.913551] Epoch: [329] [1140/2904] eta: 0:22:21 lr: 0.001639 loss: 0.1786 (0.1893) loss_rec_all: 0.2046 (0.2152) loss_rec_sfr: 0.2619 (0.2765) loss_cl: -0.2790 (-0.2789) time: 0.7450 data: 0.0003 max mem: 29860 [23:42:11.813918] Epoch: [329] [1160/2904] eta: 0:22:06 lr: 0.001639 loss: 0.1808 (0.1893) loss_rec_all: 0.2067 (0.2153) loss_rec_sfr: 0.2609 (0.2765) loss_cl: -0.2791 (-0.2789) time: 0.7450 data: 0.0003 max mem: 29860 [23:42:26.720334] Epoch: [329] [1180/2904] eta: 0:21:50 lr: 0.001639 loss: 0.1780 (0.1893) loss_rec_all: 0.2041 (0.2153) loss_rec_sfr: 0.2642 (0.2765) loss_cl: -0.2785 (-0.2789) time: 0.7453 data: 0.0003 max mem: 29860 [23:42:41.623405] Epoch: [329] [1200/2904] eta: 0:21:34 lr: 0.001639 loss: 0.1815 (0.1894) loss_rec_all: 0.2076 (0.2153) loss_rec_sfr: 0.2616 (0.2767) loss_cl: -0.2783 (-0.2789) time: 0.7451 data: 0.0003 max mem: 29860 [23:42:56.538305] Epoch: [329] [1220/2904] eta: 0:21:19 lr: 0.001639 loss: 0.1795 (0.1893) loss_rec_all: 0.2054 (0.2153) loss_rec_sfr: 0.2654 (0.2769) loss_cl: -0.2789 (-0.2789) time: 0.7457 data: 0.0003 max mem: 29860 [23:43:11.447578] Epoch: [329] [1240/2904] eta: 0:21:03 lr: 0.001639 loss: 0.1792 (0.1892) loss_rec_all: 0.2052 (0.2152) loss_rec_sfr: 0.2595 (0.2764) loss_cl: -0.2792 (-0.2789) time: 0.7454 data: 0.0003 max mem: 29860 [23:43:26.365800] Epoch: [329] [1260/2904] eta: 0:20:48 lr: 0.001639 loss: 0.1812 (0.1892) loss_rec_all: 0.2073 (0.2152) loss_rec_sfr: 0.2525 (0.2763) loss_cl: -0.2789 (-0.2789) time: 0.7459 data: 0.0003 max mem: 29860 [23:43:41.290877] Epoch: [329] [1280/2904] eta: 0:20:32 lr: 0.001639 loss: 0.1816 (0.1892) loss_rec_all: 0.2079 (0.2152) loss_rec_sfr: 0.2524 (0.2762) loss_cl: -0.2786 (-0.2789) time: 0.7462 data: 0.0003 max mem: 29860 [23:43:56.211619] Epoch: [329] [1300/2904] eta: 0:20:17 lr: 0.001639 loss: 0.1783 (0.1893) loss_rec_all: 0.2045 (0.2152) loss_rec_sfr: 0.2270 (0.2763) loss_cl: -0.2794 (-0.2789) time: 0.7460 data: 0.0003 max mem: 29860 [23:44:11.122178] Epoch: [329] [1320/2904] eta: 0:20:01 lr: 0.001639 loss: 0.1828 (0.1893) loss_rec_all: 0.2094 (0.2152) loss_rec_sfr: 0.2572 (0.2762) loss_cl: -0.2793 (-0.2789) time: 0.7455 data: 0.0003 max mem: 29860 [23:44:26.036802] Epoch: [329] [1340/2904] eta: 0:19:46 lr: 0.001639 loss: 0.1824 (0.1894) loss_rec_all: 0.2085 (0.2153) loss_rec_sfr: 0.2528 (0.2765) loss_cl: -0.2785 (-0.2789) time: 0.7457 data: 0.0003 max mem: 29860 [23:44:40.912044] Epoch: [329] [1360/2904] eta: 0:19:30 lr: 0.001639 loss: 0.1773 (0.1892) loss_rec_all: 0.2038 (0.2152) loss_rec_sfr: 0.2178 (0.2759) loss_cl: -0.2794 (-0.2789) time: 0.7437 data: 0.0003 max mem: 29860 [23:44:55.784471] Epoch: [329] [1380/2904] eta: 0:19:15 lr: 0.001639 loss: 0.1799 (0.1893) loss_rec_all: 0.2059 (0.2153) loss_rec_sfr: 0.2592 (0.2762) loss_cl: -0.2783 (-0.2789) time: 0.7436 data: 0.0003 max mem: 29860 [23:45:10.679307] Epoch: [329] [1400/2904] eta: 0:18:59 lr: 0.001639 loss: 0.1774 (0.1893) loss_rec_all: 0.2041 (0.2153) loss_rec_sfr: 0.2440 (0.2760) loss_cl: -0.2794 (-0.2789) time: 0.7447 data: 0.0003 max mem: 29860 [23:45:25.561156] Epoch: [329] [1420/2904] eta: 0:18:44 lr: 0.001639 loss: 0.1815 (0.1893) loss_rec_all: 0.2074 (0.2153) loss_rec_sfr: 0.2588 (0.2761) loss_cl: -0.2784 (-0.2789) time: 0.7441 data: 0.0003 max mem: 29860 [23:45:40.440963] Epoch: [329] [1440/2904] eta: 0:18:28 lr: 0.001639 loss: 0.1817 (0.1894) loss_rec_all: 0.2081 (0.2153) loss_rec_sfr: 0.2568 (0.2762) loss_cl: -0.2789 (-0.2789) time: 0.7440 data: 0.0003 max mem: 29860 [23:45:55.327012] Epoch: [329] [1460/2904] eta: 0:18:13 lr: 0.001639 loss: 0.1808 (0.1895) loss_rec_all: 0.2067 (0.2155) loss_rec_sfr: 0.2542 (0.2767) loss_cl: -0.2795 (-0.2789) time: 0.7443 data: 0.0003 max mem: 29860 [23:46:10.214567] Epoch: [329] [1480/2904] eta: 0:17:57 lr: 0.001638 loss: 0.1755 (0.1894) loss_rec_all: 0.2014 (0.2153) loss_rec_sfr: 0.2211 (0.2761) loss_cl: -0.2789 (-0.2789) time: 0.7443 data: 0.0003 max mem: 29860 [23:46:25.096933] Epoch: [329] [1500/2904] eta: 0:17:42 lr: 0.001638 loss: 0.1814 (0.1893) loss_rec_all: 0.2073 (0.2152) loss_rec_sfr: 0.2561 (0.2757) loss_cl: -0.2785 (-0.2789) time: 0.7441 data: 0.0003 max mem: 29860 [23:46:39.976401] Epoch: [329] [1520/2904] eta: 0:17:27 lr: 0.001638 loss: 0.1801 (0.1893) loss_rec_all: 0.2061 (0.2153) loss_rec_sfr: 0.2707 (0.2762) loss_cl: -0.2786 (-0.2789) time: 0.7439 data: 0.0003 max mem: 29860 [23:46:54.859172] Epoch: [329] [1540/2904] eta: 0:17:11 lr: 0.001638 loss: 0.1836 (0.1894) loss_rec_all: 0.2098 (0.2154) loss_rec_sfr: 0.2557 (0.2764) loss_cl: -0.2797 (-0.2789) time: 0.7441 data: 0.0003 max mem: 29860 [23:47:09.742286] Epoch: [329] [1560/2904] eta: 0:16:56 lr: 0.001638 loss: 0.1816 (0.1895) loss_rec_all: 0.2075 (0.2155) loss_rec_sfr: 0.2683 (0.2768) loss_cl: -0.2791 (-0.2789) time: 0.7441 data: 0.0003 max mem: 29860 [23:47:24.623578] Epoch: [329] [1580/2904] eta: 0:16:41 lr: 0.001638 loss: 0.1808 (0.1896) loss_rec_all: 0.2070 (0.2155) loss_rec_sfr: 0.2670 (0.2770) loss_cl: -0.2791 (-0.2789) time: 0.7440 data: 0.0003 max mem: 29860 [23:47:39.502235] Epoch: [329] [1600/2904] eta: 0:16:25 lr: 0.001638 loss: 0.1775 (0.1895) loss_rec_all: 0.2033 (0.2155) loss_rec_sfr: 0.2671 (0.2771) loss_cl: -0.2780 (-0.2789) time: 0.7439 data: 0.0003 max mem: 29860 [23:47:54.384508] Epoch: [329] [1620/2904] eta: 0:16:10 lr: 0.001638 loss: 0.1804 (0.1896) loss_rec_all: 0.2063 (0.2156) loss_rec_sfr: 0.2581 (0.2774) loss_cl: -0.2785 (-0.2789) time: 0.7441 data: 0.0003 max mem: 29860 [23:48:09.265008] Epoch: [329] [1640/2904] eta: 0:15:55 lr: 0.001638 loss: 0.1786 (0.1895) loss_rec_all: 0.2048 (0.2155) loss_rec_sfr: 0.2588 (0.2772) loss_cl: -0.2786 (-0.2789) time: 0.7440 data: 0.0003 max mem: 29860 [23:48:24.143749] Epoch: [329] [1660/2904] eta: 0:15:39 lr: 0.001638 loss: 0.1799 (0.1895) loss_rec_all: 0.2059 (0.2154) loss_rec_sfr: 0.2568 (0.2770) loss_cl: -0.2781 (-0.2788) time: 0.7439 data: 0.0004 max mem: 29860 [23:48:39.038599] Epoch: [329] [1680/2904] eta: 0:15:24 lr: 0.001638 loss: 0.1811 (0.1894) loss_rec_all: 0.2069 (0.2154) loss_rec_sfr: 0.2578 (0.2769) loss_cl: -0.2782 (-0.2788) time: 0.7447 data: 0.0003 max mem: 29860 [23:48:53.947869] Epoch: [329] [1700/2904] eta: 0:15:09 lr: 0.001638 loss: 0.1821 (0.1894) loss_rec_all: 0.2080 (0.2153) loss_rec_sfr: 0.2590 (0.2767) loss_cl: -0.2792 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [23:49:08.862227] Epoch: [329] [1720/2904] eta: 0:14:54 lr: 0.001638 loss: 0.1802 (0.1894) loss_rec_all: 0.2060 (0.2154) loss_rec_sfr: 0.2552 (0.2768) loss_cl: -0.2793 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [23:49:23.774419] Epoch: [329] [1740/2904] eta: 0:14:38 lr: 0.001638 loss: 0.1829 (0.1895) loss_rec_all: 0.2088 (0.2154) loss_rec_sfr: 0.2610 (0.2770) loss_cl: -0.2795 (-0.2789) time: 0.7456 data: 0.0003 max mem: 29860 [23:49:38.681531] Epoch: [329] [1760/2904] eta: 0:14:23 lr: 0.001638 loss: 0.1777 (0.1895) loss_rec_all: 0.2037 (0.2154) loss_rec_sfr: 0.2590 (0.2770) loss_cl: -0.2783 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [23:49:53.581625] Epoch: [329] [1780/2904] eta: 0:14:08 lr: 0.001638 loss: 0.1805 (0.1895) loss_rec_all: 0.2067 (0.2155) loss_rec_sfr: 0.2239 (0.2769) loss_cl: -0.2781 (-0.2788) time: 0.7450 data: 0.0003 max mem: 29860 [23:50:08.482028] Epoch: [329] [1800/2904] eta: 0:13:53 lr: 0.001638 loss: 0.1775 (0.1895) loss_rec_all: 0.2041 (0.2155) loss_rec_sfr: 0.2566 (0.2769) loss_cl: -0.2788 (-0.2788) time: 0.7450 data: 0.0003 max mem: 29860 [23:50:23.387178] Epoch: [329] [1820/2904] eta: 0:13:38 lr: 0.001638 loss: 0.1832 (0.1895) loss_rec_all: 0.2098 (0.2155) loss_rec_sfr: 0.2562 (0.2769) loss_cl: -0.2795 (-0.2788) time: 0.7452 data: 0.0003 max mem: 29860 [23:50:38.290479] Epoch: [329] [1840/2904] eta: 0:13:22 lr: 0.001638 loss: 0.1768 (0.1895) loss_rec_all: 0.2031 (0.2154) loss_rec_sfr: 0.2565 (0.2768) loss_cl: -0.2793 (-0.2788) time: 0.7451 data: 0.0003 max mem: 29860 [23:50:53.194997] Epoch: [329] [1860/2904] eta: 0:13:07 lr: 0.001638 loss: 0.1807 (0.1896) loss_rec_all: 0.2067 (0.2155) loss_rec_sfr: 0.2603 (0.2771) loss_cl: -0.2783 (-0.2788) time: 0.7452 data: 0.0003 max mem: 29860 [23:51:08.101563] Epoch: [329] [1880/2904] eta: 0:12:52 lr: 0.001638 loss: 0.1770 (0.1895) loss_rec_all: 0.2035 (0.2155) loss_rec_sfr: 0.2518 (0.2768) loss_cl: -0.2784 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [23:51:23.021988] Epoch: [329] [1900/2904] eta: 0:12:37 lr: 0.001638 loss: 0.1774 (0.1896) loss_rec_all: 0.2035 (0.2155) loss_rec_sfr: 0.2554 (0.2771) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [23:51:37.924464] Epoch: [329] [1920/2904] eta: 0:12:22 lr: 0.001638 loss: 0.1796 (0.1895) loss_rec_all: 0.2058 (0.2155) loss_rec_sfr: 0.2596 (0.2768) loss_cl: -0.2797 (-0.2788) time: 0.7451 data: 0.0003 max mem: 29860 [23:51:52.832235] Epoch: [329] [1940/2904] eta: 0:12:06 lr: 0.001638 loss: 0.1790 (0.1895) loss_rec_all: 0.2053 (0.2154) loss_rec_sfr: 0.2641 (0.2767) loss_cl: -0.2798 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [23:52:07.738216] Epoch: [329] [1960/2904] eta: 0:11:51 lr: 0.001638 loss: 0.1856 (0.1896) loss_rec_all: 0.2120 (0.2155) loss_rec_sfr: 0.2609 (0.2771) loss_cl: -0.2795 (-0.2789) time: 0.7453 data: 0.0003 max mem: 29860 [23:52:22.649675] Epoch: [329] [1980/2904] eta: 0:11:36 lr: 0.001638 loss: 0.1805 (0.1896) loss_rec_all: 0.2070 (0.2155) loss_rec_sfr: 0.2515 (0.2770) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [23:52:37.558339] Epoch: [329] [2000/2904] eta: 0:11:21 lr: 0.001638 loss: 0.1771 (0.1895) loss_rec_all: 0.2034 (0.2155) loss_rec_sfr: 0.2497 (0.2768) loss_cl: -0.2784 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [23:52:52.461699] Epoch: [329] [2020/2904] eta: 0:11:06 lr: 0.001638 loss: 0.1796 (0.1896) loss_rec_all: 0.2060 (0.2155) loss_rec_sfr: 0.2690 (0.2770) loss_cl: -0.2796 (-0.2789) time: 0.7451 data: 0.0003 max mem: 29860 [23:53:07.363244] Epoch: [329] [2040/2904] eta: 0:10:51 lr: 0.001638 loss: 0.1791 (0.1896) loss_rec_all: 0.2050 (0.2155) loss_rec_sfr: 0.2556 (0.2769) loss_cl: -0.2793 (-0.2789) time: 0.7450 data: 0.0003 max mem: 29860 [23:53:22.436875] Epoch: [329] [2060/2904] eta: 0:10:36 lr: 0.001638 loss: 0.1812 (0.1896) loss_rec_all: 0.2072 (0.2155) loss_rec_sfr: 0.2551 (0.2769) loss_cl: -0.2780 (-0.2788) time: 0.7536 data: 0.0003 max mem: 29860 [23:53:37.347556] Epoch: [329] [2080/2904] eta: 0:10:20 lr: 0.001638 loss: 0.1793 (0.1896) loss_rec_all: 0.2054 (0.2155) loss_rec_sfr: 0.2555 (0.2768) loss_cl: -0.2782 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [23:53:52.251156] Epoch: [329] [2100/2904] eta: 0:10:05 lr: 0.001637 loss: 0.1837 (0.1896) loss_rec_all: 0.2098 (0.2156) loss_rec_sfr: 0.2577 (0.2769) loss_cl: -0.2794 (-0.2788) time: 0.7451 data: 0.0003 max mem: 29860 [23:54:07.152027] Epoch: [329] [2120/2904] eta: 0:09:50 lr: 0.001637 loss: 0.1765 (0.1895) loss_rec_all: 0.2028 (0.2155) loss_rec_sfr: 0.2482 (0.2767) loss_cl: -0.2794 (-0.2789) time: 0.7450 data: 0.0003 max mem: 29860 [23:54:22.053445] Epoch: [329] [2140/2904] eta: 0:09:35 lr: 0.001637 loss: 0.1773 (0.1895) loss_rec_all: 0.2036 (0.2154) loss_rec_sfr: 0.2657 (0.2766) loss_cl: -0.2791 (-0.2789) time: 0.7450 data: 0.0003 max mem: 29860 [23:54:36.954682] Epoch: [329] [2160/2904] eta: 0:09:20 lr: 0.001637 loss: 0.1779 (0.1895) loss_rec_all: 0.2043 (0.2154) loss_rec_sfr: 0.2356 (0.2764) loss_cl: -0.2785 (-0.2789) time: 0.7450 data: 0.0003 max mem: 29860 [23:54:51.866481] Epoch: [329] [2180/2904] eta: 0:09:05 lr: 0.001637 loss: 0.1788 (0.1895) loss_rec_all: 0.2047 (0.2154) loss_rec_sfr: 0.2515 (0.2763) loss_cl: -0.2792 (-0.2789) time: 0.7456 data: 0.0003 max mem: 29860 [23:55:06.766339] Epoch: [329] [2200/2904] eta: 0:08:50 lr: 0.001637 loss: 0.1774 (0.1894) loss_rec_all: 0.2039 (0.2153) loss_rec_sfr: 0.2156 (0.2758) loss_cl: -0.2791 (-0.2789) time: 0.7450 data: 0.0003 max mem: 29860 [23:55:21.671394] Epoch: [329] [2220/2904] eta: 0:08:35 lr: 0.001637 loss: 0.1802 (0.1894) loss_rec_all: 0.2063 (0.2154) loss_rec_sfr: 0.2628 (0.2761) loss_cl: -0.2799 (-0.2789) time: 0.7452 data: 0.0003 max mem: 29860 [23:55:36.566753] Epoch: [329] [2240/2904] eta: 0:08:19 lr: 0.001637 loss: 0.1782 (0.1894) loss_rec_all: 0.2042 (0.2154) loss_rec_sfr: 0.2492 (0.2761) loss_cl: -0.2794 (-0.2789) time: 0.7447 data: 0.0003 max mem: 29860 [23:55:51.466220] Epoch: [329] [2260/2904] eta: 0:08:04 lr: 0.001637 loss: 0.1819 (0.1894) loss_rec_all: 0.2081 (0.2154) loss_rec_sfr: 0.2597 (0.2761) loss_cl: -0.2781 (-0.2789) time: 0.7449 data: 0.0003 max mem: 29860 [23:56:06.344826] Epoch: [329] [2280/2904] eta: 0:07:49 lr: 0.001637 loss: 0.1760 (0.1894) loss_rec_all: 0.2027 (0.2154) loss_rec_sfr: 0.2539 (0.2761) loss_cl: -0.2778 (-0.2788) time: 0.7439 data: 0.0003 max mem: 29860 [23:56:21.241634] Epoch: [329] [2300/2904] eta: 0:07:34 lr: 0.001637 loss: 0.1766 (0.1894) loss_rec_all: 0.2028 (0.2154) loss_rec_sfr: 0.2639 (0.2762) loss_cl: -0.2783 (-0.2788) time: 0.7448 data: 0.0003 max mem: 29860 [23:56:36.143992] Epoch: [329] [2320/2904] eta: 0:07:19 lr: 0.001637 loss: 0.1818 (0.1895) loss_rec_all: 0.2078 (0.2154) loss_rec_sfr: 0.2588 (0.2761) loss_cl: -0.2788 (-0.2788) time: 0.7451 data: 0.0003 max mem: 29860 [23:56:51.044346] Epoch: [329] [2340/2904] eta: 0:07:04 lr: 0.001637 loss: 0.1785 (0.1895) loss_rec_all: 0.2045 (0.2154) loss_rec_sfr: 0.2621 (0.2762) loss_cl: -0.2786 (-0.2788) time: 0.7450 data: 0.0003 max mem: 29860 [23:57:05.939895] Epoch: [329] [2360/2904] eta: 0:06:49 lr: 0.001637 loss: 0.1845 (0.1895) loss_rec_all: 0.2106 (0.2155) loss_rec_sfr: 0.2694 (0.2765) loss_cl: -0.2793 (-0.2788) time: 0.7447 data: 0.0003 max mem: 29860 [23:57:20.834140] Epoch: [329] [2380/2904] eta: 0:06:34 lr: 0.001637 loss: 0.1772 (0.1895) loss_rec_all: 0.2036 (0.2154) loss_rec_sfr: 0.2442 (0.2762) loss_cl: -0.2796 (-0.2788) time: 0.7447 data: 0.0003 max mem: 29860 [23:57:35.730124] Epoch: [329] [2400/2904] eta: 0:06:19 lr: 0.001637 loss: 0.1781 (0.1894) loss_rec_all: 0.2042 (0.2154) loss_rec_sfr: 0.2599 (0.2761) loss_cl: -0.2794 (-0.2789) time: 0.7448 data: 0.0003 max mem: 29860 [23:57:50.625277] Epoch: [329] [2420/2904] eta: 0:06:04 lr: 0.001637 loss: 0.1828 (0.1895) loss_rec_all: 0.2086 (0.2154) loss_rec_sfr: 0.2689 (0.2762) loss_cl: -0.2788 (-0.2789) time: 0.7447 data: 0.0003 max mem: 29860 [23:58:05.520898] Epoch: [329] [2440/2904] eta: 0:05:49 lr: 0.001637 loss: 0.1802 (0.1895) loss_rec_all: 0.2066 (0.2154) loss_rec_sfr: 0.2605 (0.2764) loss_cl: -0.2791 (-0.2789) time: 0.7447 data: 0.0003 max mem: 29860 [23:58:20.422609] Epoch: [329] [2460/2904] eta: 0:05:34 lr: 0.001637 loss: 0.1809 (0.1895) loss_rec_all: 0.2073 (0.2155) loss_rec_sfr: 0.2510 (0.2764) loss_cl: -0.2783 (-0.2788) time: 0.7450 data: 0.0003 max mem: 29860 [23:58:35.323815] Epoch: [329] [2480/2904] eta: 0:05:18 lr: 0.001637 loss: 0.1872 (0.1896) loss_rec_all: 0.2132 (0.2155) loss_rec_sfr: 0.2601 (0.2766) loss_cl: -0.2786 (-0.2788) time: 0.7450 data: 0.0003 max mem: 29860 [23:58:50.221188] Epoch: [329] [2500/2904] eta: 0:05:03 lr: 0.001637 loss: 0.1844 (0.1896) loss_rec_all: 0.2106 (0.2156) loss_rec_sfr: 0.2614 (0.2768) loss_cl: -0.2793 (-0.2789) time: 0.7448 data: 0.0003 max mem: 29860 [23:59:05.118084] Epoch: [329] [2520/2904] eta: 0:04:48 lr: 0.001637 loss: 0.1791 (0.1896) loss_rec_all: 0.2051 (0.2156) loss_rec_sfr: 0.2230 (0.2766) loss_cl: -0.2791 (-0.2789) time: 0.7448 data: 0.0003 max mem: 29860 [23:59:20.017320] Epoch: [329] [2540/2904] eta: 0:04:33 lr: 0.001637 loss: 0.1768 (0.1895) loss_rec_all: 0.2030 (0.2155) loss_rec_sfr: 0.2589 (0.2764) loss_cl: -0.2784 (-0.2788) time: 0.7449 data: 0.0003 max mem: 29860 [23:59:34.912264] Epoch: [329] [2560/2904] eta: 0:04:18 lr: 0.001637 loss: 0.1797 (0.1895) loss_rec_all: 0.2056 (0.2155) loss_rec_sfr: 0.2539 (0.2763) loss_cl: -0.2791 (-0.2788) time: 0.7447 data: 0.0003 max mem: 29860 [23:59:49.805675] Epoch: [329] [2580/2904] eta: 0:04:03 lr: 0.001637 loss: 0.1811 (0.1895) loss_rec_all: 0.2070 (0.2154) loss_rec_sfr: 0.2574 (0.2763) loss_cl: -0.2797 (-0.2789) time: 0.7446 data: 0.0003 max mem: 29860 [00:00:04.703197] Epoch: [329] [2600/2904] eta: 0:03:48 lr: 0.001637 loss: 0.1835 (0.1895) loss_rec_all: 0.2102 (0.2155) loss_rec_sfr: 0.2642 (0.2763) loss_cl: -0.2800 (-0.2789) time: 0.7448 data: 0.0003 max mem: 29860 [00:00:19.605861] Epoch: [329] [2620/2904] eta: 0:03:33 lr: 0.001637 loss: 0.1763 (0.1894) loss_rec_all: 0.2028 (0.2154) loss_rec_sfr: 0.2543 (0.2761) loss_cl: -0.2792 (-0.2789) time: 0.7451 data: 0.0003 max mem: 29860 [00:00:34.507161] Epoch: [329] [2640/2904] eta: 0:03:18 lr: 0.001637 loss: 0.1818 (0.1894) loss_rec_all: 0.2082 (0.2154) loss_rec_sfr: 0.2530 (0.2758) loss_cl: -0.2793 (-0.2789) time: 0.7450 data: 0.0003 max mem: 29860 [00:00:49.423081] Epoch: [329] [2660/2904] eta: 0:03:03 lr: 0.001637 loss: 0.1845 (0.1895) loss_rec_all: 0.2104 (0.2155) loss_rec_sfr: 0.2666 (0.2762) loss_cl: -0.2786 (-0.2789) time: 0.7458 data: 0.0003 max mem: 29860 [00:01:04.329574] Epoch: [329] [2680/2904] eta: 0:02:48 lr: 0.001637 loss: 0.1812 (0.1895) loss_rec_all: 0.2072 (0.2154) loss_rec_sfr: 0.2630 (0.2761) loss_cl: -0.2787 (-0.2789) time: 0.7453 data: 0.0003 max mem: 29860 [00:01:19.226590] Epoch: [329] [2700/2904] eta: 0:02:33 lr: 0.001637 loss: 0.1861 (0.1895) loss_rec_all: 0.2123 (0.2155) loss_rec_sfr: 0.2591 (0.2762) loss_cl: -0.2788 (-0.2789) time: 0.7448 data: 0.0003 max mem: 29860 [00:01:34.130344] Epoch: [329] [2720/2904] eta: 0:02:18 lr: 0.001637 loss: 0.1824 (0.1895) loss_rec_all: 0.2084 (0.2155) loss_rec_sfr: 0.2581 (0.2762) loss_cl: -0.2789 (-0.2789) time: 0.7452 data: 0.0003 max mem: 29860 [00:01:49.037252] Epoch: [329] [2740/2904] eta: 0:02:03 lr: 0.001636 loss: 0.1793 (0.1895) loss_rec_all: 0.2055 (0.2155) loss_rec_sfr: 0.2608 (0.2762) loss_cl: -0.2794 (-0.2789) time: 0.7453 data: 0.0003 max mem: 29860 [00:02:03.946713] Epoch: [329] [2760/2904] eta: 0:01:48 lr: 0.001636 loss: 0.1844 (0.1896) loss_rec_all: 0.2107 (0.2155) loss_rec_sfr: 0.2579 (0.2762) loss_cl: -0.2788 (-0.2789) time: 0.7454 data: 0.0003 max mem: 29860 [00:02:18.854681] Epoch: [329] [2780/2904] eta: 0:01:33 lr: 0.001636 loss: 0.1768 (0.1895) loss_rec_all: 0.2032 (0.2155) loss_rec_sfr: 0.2233 (0.2761) loss_cl: -0.2785 (-0.2789) time: 0.7454 data: 0.0003 max mem: 29860 [00:02:33.762004] Epoch: [329] [2800/2904] eta: 0:01:18 lr: 0.001636 loss: 0.1890 (0.1897) loss_rec_all: 0.2150 (0.2156) loss_rec_sfr: 0.2669 (0.2765) loss_cl: -0.2784 (-0.2789) time: 0.7453 data: 0.0003 max mem: 29860 [00:02:48.679058] Epoch: [329] [2820/2904] eta: 0:01:03 lr: 0.001636 loss: 0.1789 (0.1897) loss_rec_all: 0.2052 (0.2156) loss_rec_sfr: 0.2667 (0.2764) loss_cl: -0.2794 (-0.2789) time: 0.7458 data: 0.0003 max mem: 29860 [00:03:03.641394] Epoch: [329] [2840/2904] eta: 0:00:48 lr: 0.001636 loss: 0.1819 (0.1897) loss_rec_all: 0.2081 (0.2156) loss_rec_sfr: 0.2626 (0.2766) loss_cl: -0.2791 (-0.2789) time: 0.7481 data: 0.0038 max mem: 29860 [00:03:18.526852] Epoch: [329] [2860/2904] eta: 0:00:33 lr: 0.001636 loss: 0.1796 (0.1897) loss_rec_all: 0.2057 (0.2156) loss_rec_sfr: 0.2192 (0.2764) loss_cl: -0.2782 (-0.2789) time: 0.7442 data: 0.0001 max mem: 29860 [00:03:33.411193] Epoch: [329] [2880/2904] eta: 0:00:18 lr: 0.001636 loss: 0.1836 (0.1897) loss_rec_all: 0.2097 (0.2157) loss_rec_sfr: 0.2600 (0.2767) loss_cl: -0.2789 (-0.2789) time: 0.7442 data: 0.0001 max mem: 29860 [00:03:48.298588] Epoch: [329] [2900/2904] eta: 0:00:03 lr: 0.001636 loss: 0.1798 (0.1897) loss_rec_all: 0.2061 (0.2157) loss_rec_sfr: 0.2560 (0.2766) loss_cl: -0.2786 (-0.2788) time: 0.7443 data: 0.0001 max mem: 29860 [00:03:50.540271] Epoch: [329] [2903/2904] eta: 0:00:00 lr: 0.001636 loss: 0.1812 (0.1898) loss_rec_all: 0.2077 (0.2157) loss_rec_sfr: 0.2560 (0.2766) loss_cl: -0.2786 (-0.2789) time: 0.7444 data: 0.0001 max mem: 29860 [00:03:52.782471] Epoch: [329] Total time: 0:36:23 (0.7520 s / it) [00:03:52.783532] Averaged stats: lr: 0.001636 loss: 0.1812 (0.1924) loss_rec_all: 0.2077 (0.2160) loss_rec_sfr: 0.2560 (0.2779) loss_cl: -0.2786 (-0.2556) [00:03:52.788370] log_dir: ./checkpoint/VF2_ViT-B [00:04:10.763184] Epoch: [330] [ 0/2904] eta: 14:29:52 lr: 0.001636 loss: 0.1751 (0.1751) loss_rec_all: 0.2019 (0.2019) loss_rec_sfr: 0.1919 (0.1919) loss_cl: -0.2807 (-0.2807) time: 17.9727 data: 16.5523 max mem: 29860 [00:04:26.015213] Epoch: [330] [ 20/2904] eta: 1:16:02 lr: 0.001636 loss: 0.1767 (0.1871) loss_rec_all: 0.2028 (0.2132) loss_rec_sfr: 0.2212 (0.2601) loss_cl: -0.2789 (-0.2789) time: 0.7625 data: 0.0002 max mem: 29860 [00:04:40.890200] Epoch: [330] [ 40/2904] eta: 0:55:59 lr: 0.001636 loss: 0.1805 (0.1870) loss_rec_all: 0.2071 (0.2131) loss_rec_sfr: 0.2611 (0.2633) loss_cl: -0.2795 (-0.2791) time: 0.7437 data: 0.0005 max mem: 29860 [00:04:55.776017] Epoch: [330] [ 60/2904] eta: 0:48:56 lr: 0.001636 loss: 0.1821 (0.1879) loss_rec_all: 0.2081 (0.2139) loss_rec_sfr: 0.2592 (0.2704) loss_cl: -0.2789 (-0.2791) time: 0.7442 data: 0.0003 max mem: 29860 [00:05:10.667085] Epoch: [330] [ 80/2904] eta: 0:45:14 lr: 0.001636 loss: 0.1824 (0.1906) loss_rec_all: 0.2085 (0.2165) loss_rec_sfr: 0.2589 (0.2787) loss_cl: -0.2791 (-0.2790) time: 0.7445 data: 0.0003 max mem: 29860 [00:05:25.565145] Epoch: [330] [ 100/2904] eta: 0:42:55 lr: 0.001636 loss: 0.1824 (0.1904) loss_rec_all: 0.2083 (0.2163) loss_rec_sfr: 0.2579 (0.2796) loss_cl: -0.2789 (-0.2790) time: 0.7449 data: 0.0005 max mem: 29860 [00:05:40.473170] Epoch: [330] [ 120/2904] eta: 0:41:17 lr: 0.001636 loss: 0.1816 (0.1922) loss_rec_all: 0.2078 (0.2181) loss_rec_sfr: 0.2611 (0.2851) loss_cl: -0.2787 (-0.2790) time: 0.7453 data: 0.0003 max mem: 29860 [00:05:55.386580] Epoch: [330] [ 140/2904] eta: 0:40:03 lr: 0.001636 loss: 0.1803 (0.1916) loss_rec_all: 0.2063 (0.2176) loss_rec_sfr: 0.2623 (0.2817) loss_cl: -0.2785 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [00:06:10.305655] Epoch: [330] [ 160/2904] eta: 0:39:03 lr: 0.001636 loss: 0.1828 (0.1927) loss_rec_all: 0.2086 (0.2186) loss_rec_sfr: 0.2661 (0.2863) loss_cl: -0.2783 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [00:06:25.220828] Epoch: [330] [ 180/2904] eta: 0:38:13 lr: 0.001636 loss: 0.1792 (0.1919) loss_rec_all: 0.2054 (0.2178) loss_rec_sfr: 0.2597 (0.2840) loss_cl: -0.2791 (-0.2789) time: 0.7457 data: 0.0003 max mem: 29860 [00:06:40.134445] Epoch: [330] [ 200/2904] eta: 0:37:31 lr: 0.001636 loss: 0.1796 (0.1910) loss_rec_all: 0.2058 (0.2169) loss_rec_sfr: 0.2563 (0.2818) loss_cl: -0.2798 (-0.2790) time: 0.7456 data: 0.0002 max mem: 29860 [00:06:55.080776] Epoch: [330] [ 220/2904] eta: 0:36:53 lr: 0.001636 loss: 0.1773 (0.1908) loss_rec_all: 0.2037 (0.2168) loss_rec_sfr: 0.2534 (0.2810) loss_cl: -0.2787 (-0.2790) time: 0.7473 data: 0.0003 max mem: 29860 [00:07:09.992941] Epoch: [330] [ 240/2904] eta: 0:36:19 lr: 0.001636 loss: 0.1823 (0.1911) loss_rec_all: 0.2081 (0.2170) loss_rec_sfr: 0.2650 (0.2822) loss_cl: -0.2782 (-0.2789) time: 0.7455 data: 0.0004 max mem: 29860 [00:07:24.903198] Epoch: [330] [ 260/2904] eta: 0:35:48 lr: 0.001636 loss: 0.1772 (0.1901) loss_rec_all: 0.2032 (0.2161) loss_rec_sfr: 0.2559 (0.2789) loss_cl: -0.2784 (-0.2788) time: 0.7454 data: 0.0004 max mem: 29860 [00:07:39.819309] Epoch: [330] [ 280/2904] eta: 0:35:19 lr: 0.001636 loss: 0.1794 (0.1897) loss_rec_all: 0.2058 (0.2156) loss_rec_sfr: 0.2615 (0.2783) loss_cl: -0.2782 (-0.2788) time: 0.7457 data: 0.0004 max mem: 29860 [00:07:54.729632] Epoch: [330] [ 300/2904] eta: 0:34:52 lr: 0.001636 loss: 0.1781 (0.1893) loss_rec_all: 0.2043 (0.2153) loss_rec_sfr: 0.2593 (0.2773) loss_cl: -0.2793 (-0.2788) time: 0.7454 data: 0.0004 max mem: 29860 [00:08:09.638816] Epoch: [330] [ 320/2904] eta: 0:34:27 lr: 0.001636 loss: 0.1819 (0.1895) loss_rec_all: 0.2078 (0.2154) loss_rec_sfr: 0.2626 (0.2784) loss_cl: -0.2790 (-0.2789) time: 0.7454 data: 0.0003 max mem: 29860 [00:08:24.552021] Epoch: [330] [ 340/2904] eta: 0:34:03 lr: 0.001636 loss: 0.1780 (0.1889) loss_rec_all: 0.2044 (0.2149) loss_rec_sfr: 0.2554 (0.2764) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [00:08:39.467261] Epoch: [330] [ 360/2904] eta: 0:33:40 lr: 0.001636 loss: 0.1808 (0.1892) loss_rec_all: 0.2068 (0.2152) loss_rec_sfr: 0.2533 (0.2775) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [00:08:54.373928] Epoch: [330] [ 380/2904] eta: 0:33:17 lr: 0.001636 loss: 0.1809 (0.1895) loss_rec_all: 0.2074 (0.2155) loss_rec_sfr: 0.2618 (0.2779) loss_cl: -0.2788 (-0.2788) time: 0.7453 data: 0.0004 max mem: 29860 [00:09:09.285693] Epoch: [330] [ 400/2904] eta: 0:32:56 lr: 0.001636 loss: 0.1876 (0.1902) loss_rec_all: 0.2137 (0.2161) loss_rec_sfr: 0.2580 (0.2800) loss_cl: -0.2795 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [00:09:24.191435] Epoch: [330] [ 420/2904] eta: 0:32:35 lr: 0.001636 loss: 0.1769 (0.1899) loss_rec_all: 0.2032 (0.2158) loss_rec_sfr: 0.2616 (0.2792) loss_cl: -0.2792 (-0.2788) time: 0.7452 data: 0.0003 max mem: 29860 [00:09:39.108014] Epoch: [330] [ 440/2904] eta: 0:32:14 lr: 0.001636 loss: 0.1844 (0.1904) loss_rec_all: 0.2102 (0.2163) loss_rec_sfr: 0.2609 (0.2806) loss_cl: -0.2781 (-0.2788) time: 0.7458 data: 0.0004 max mem: 29860 [00:09:54.021842] Epoch: [330] [ 460/2904] eta: 0:31:54 lr: 0.001635 loss: 0.1824 (0.1905) loss_rec_all: 0.2089 (0.2165) loss_rec_sfr: 0.2616 (0.2810) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [00:10:08.937996] Epoch: [330] [ 480/2904] eta: 0:31:35 lr: 0.001635 loss: 0.1746 (0.1903) loss_rec_all: 0.2007 (0.2162) loss_rec_sfr: 0.2503 (0.2799) loss_cl: -0.2797 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [00:10:23.855619] Epoch: [330] [ 500/2904] eta: 0:31:16 lr: 0.001635 loss: 0.1783 (0.1902) loss_rec_all: 0.2043 (0.2161) loss_rec_sfr: 0.2608 (0.2796) loss_cl: -0.2792 (-0.2789) time: 0.7458 data: 0.0003 max mem: 29860 [00:10:38.769022] Epoch: [330] [ 520/2904] eta: 0:30:57 lr: 0.001635 loss: 0.1786 (0.1901) loss_rec_all: 0.2050 (0.2160) loss_rec_sfr: 0.2536 (0.2787) loss_cl: -0.2788 (-0.2789) time: 0.7456 data: 0.0003 max mem: 29860 [00:10:53.682233] Epoch: [330] [ 540/2904] eta: 0:30:39 lr: 0.001635 loss: 0.1786 (0.1898) loss_rec_all: 0.2049 (0.2158) loss_rec_sfr: 0.2562 (0.2780) loss_cl: -0.2784 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [00:11:08.590072] Epoch: [330] [ 560/2904] eta: 0:30:20 lr: 0.001635 loss: 0.1796 (0.1899) loss_rec_all: 0.2058 (0.2158) loss_rec_sfr: 0.2590 (0.2780) loss_cl: -0.2781 (-0.2788) time: 0.7453 data: 0.0003 max mem: 29860 [00:11:23.495533] Epoch: [330] [ 580/2904] eta: 0:30:02 lr: 0.001635 loss: 0.1760 (0.1898) loss_rec_all: 0.2020 (0.2157) loss_rec_sfr: 0.2550 (0.2778) loss_cl: -0.2782 (-0.2788) time: 0.7452 data: 0.0003 max mem: 29860 [00:11:38.398159] Epoch: [330] [ 600/2904] eta: 0:29:44 lr: 0.001635 loss: 0.1770 (0.1897) loss_rec_all: 0.2032 (0.2157) loss_rec_sfr: 0.2561 (0.2775) loss_cl: -0.2793 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [00:11:53.307661] Epoch: [330] [ 620/2904] eta: 0:29:27 lr: 0.001635 loss: 0.1776 (0.1896) loss_rec_all: 0.2036 (0.2155) loss_rec_sfr: 0.2466 (0.2771) loss_cl: -0.2788 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [00:12:08.216153] Epoch: [330] [ 640/2904] eta: 0:29:09 lr: 0.001635 loss: 0.1793 (0.1897) loss_rec_all: 0.2053 (0.2156) loss_rec_sfr: 0.2485 (0.2770) loss_cl: -0.2782 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [00:12:23.124677] Epoch: [330] [ 660/2904] eta: 0:28:52 lr: 0.001635 loss: 0.1795 (0.1895) loss_rec_all: 0.2058 (0.2154) loss_rec_sfr: 0.2469 (0.2760) loss_cl: -0.2793 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [00:12:38.036553] Epoch: [330] [ 680/2904] eta: 0:28:35 lr: 0.001635 loss: 0.1812 (0.1898) loss_rec_all: 0.2072 (0.2157) loss_rec_sfr: 0.2615 (0.2768) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [00:12:52.947882] Epoch: [330] [ 700/2904] eta: 0:28:18 lr: 0.001635 loss: 0.1800 (0.1895) loss_rec_all: 0.2065 (0.2155) loss_rec_sfr: 0.2089 (0.2755) loss_cl: -0.2795 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [00:13:07.864810] Epoch: [330] [ 720/2904] eta: 0:28:01 lr: 0.001635 loss: 0.1826 (0.1895) loss_rec_all: 0.2087 (0.2154) loss_rec_sfr: 0.2469 (0.2752) loss_cl: -0.2796 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [00:13:22.789803] Epoch: [330] [ 740/2904] eta: 0:27:44 lr: 0.001635 loss: 0.1803 (0.1893) loss_rec_all: 0.2065 (0.2153) loss_rec_sfr: 0.2604 (0.2749) loss_cl: -0.2791 (-0.2789) time: 0.7462 data: 0.0003 max mem: 29860 [00:13:37.700325] Epoch: [330] [ 760/2904] eta: 0:27:27 lr: 0.001635 loss: 0.1841 (0.1896) loss_rec_all: 0.2100 (0.2156) loss_rec_sfr: 0.2632 (0.2759) loss_cl: -0.2785 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [00:13:52.609243] Epoch: [330] [ 780/2904] eta: 0:27:11 lr: 0.001635 loss: 0.1796 (0.1895) loss_rec_all: 0.2056 (0.2154) loss_rec_sfr: 0.2567 (0.2755) loss_cl: -0.2784 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [00:14:07.518661] Epoch: [330] [ 800/2904] eta: 0:26:54 lr: 0.001635 loss: 0.1783 (0.1894) loss_rec_all: 0.2043 (0.2154) loss_rec_sfr: 0.2636 (0.2755) loss_cl: -0.2795 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [00:14:22.438582] Epoch: [330] [ 820/2904] eta: 0:26:38 lr: 0.001635 loss: 0.1820 (0.1894) loss_rec_all: 0.2081 (0.2154) loss_rec_sfr: 0.2576 (0.2754) loss_cl: -0.2795 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [00:14:37.360941] Epoch: [330] [ 840/2904] eta: 0:26:21 lr: 0.001635 loss: 0.1778 (0.1892) loss_rec_all: 0.2037 (0.2152) loss_rec_sfr: 0.2488 (0.2747) loss_cl: -0.2791 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [00:14:52.276156] Epoch: [330] [ 860/2904] eta: 0:26:05 lr: 0.001635 loss: 0.1816 (0.1893) loss_rec_all: 0.2080 (0.2153) loss_rec_sfr: 0.2573 (0.2752) loss_cl: -0.2787 (-0.2789) time: 0.7457 data: 0.0003 max mem: 29860 [00:15:07.194835] Epoch: [330] [ 880/2904] eta: 0:25:49 lr: 0.001635 loss: 0.1759 (0.1891) loss_rec_all: 0.2024 (0.2151) loss_rec_sfr: 0.2172 (0.2744) loss_cl: -0.2780 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [00:15:22.112062] Epoch: [330] [ 900/2904] eta: 0:25:33 lr: 0.001635 loss: 0.1831 (0.1891) loss_rec_all: 0.2094 (0.2151) loss_rec_sfr: 0.2569 (0.2742) loss_cl: -0.2782 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [00:15:37.032487] Epoch: [330] [ 920/2904] eta: 0:25:16 lr: 0.001635 loss: 0.1794 (0.1891) loss_rec_all: 0.2056 (0.2150) loss_rec_sfr: 0.2569 (0.2740) loss_cl: -0.2793 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [00:15:51.945012] Epoch: [330] [ 940/2904] eta: 0:25:00 lr: 0.001635 loss: 0.1807 (0.1891) loss_rec_all: 0.2067 (0.2151) loss_rec_sfr: 0.2603 (0.2740) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [00:16:06.872916] Epoch: [330] [ 960/2904] eta: 0:24:44 lr: 0.001635 loss: 0.1795 (0.1893) loss_rec_all: 0.2061 (0.2153) loss_rec_sfr: 0.2671 (0.2747) loss_cl: -0.2785 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [00:16:21.790484] Epoch: [330] [ 980/2904] eta: 0:24:28 lr: 0.001635 loss: 0.1783 (0.1893) loss_rec_all: 0.2044 (0.2153) loss_rec_sfr: 0.2638 (0.2748) loss_cl: -0.2783 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [00:16:36.702947] Epoch: [330] [1000/2904] eta: 0:24:12 lr: 0.001635 loss: 0.1792 (0.1894) loss_rec_all: 0.2052 (0.2153) loss_rec_sfr: 0.2552 (0.2751) loss_cl: -0.2783 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [00:16:51.615780] Epoch: [330] [1020/2904] eta: 0:23:57 lr: 0.001635 loss: 0.1815 (0.1894) loss_rec_all: 0.2081 (0.2154) loss_rec_sfr: 0.2527 (0.2751) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [00:17:06.532834] Epoch: [330] [1040/2904] eta: 0:23:41 lr: 0.001635 loss: 0.1792 (0.1896) loss_rec_all: 0.2054 (0.2155) loss_rec_sfr: 0.2604 (0.2756) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [00:17:21.454950] Epoch: [330] [1060/2904] eta: 0:23:25 lr: 0.001635 loss: 0.1793 (0.1896) loss_rec_all: 0.2053 (0.2156) loss_rec_sfr: 0.2654 (0.2759) loss_cl: -0.2785 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [00:17:36.373085] Epoch: [330] [1080/2904] eta: 0:23:09 lr: 0.001634 loss: 0.1784 (0.1895) loss_rec_all: 0.2046 (0.2155) loss_rec_sfr: 0.2533 (0.2756) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [00:17:51.284261] Epoch: [330] [1100/2904] eta: 0:22:53 lr: 0.001634 loss: 0.1779 (0.1895) loss_rec_all: 0.2041 (0.2155) loss_rec_sfr: 0.2327 (0.2754) loss_cl: -0.2794 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [00:18:06.212133] Epoch: [330] [1120/2904] eta: 0:22:38 lr: 0.001634 loss: 0.1794 (0.1896) loss_rec_all: 0.2056 (0.2155) loss_rec_sfr: 0.2532 (0.2755) loss_cl: -0.2796 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [00:18:21.150045] Epoch: [330] [1140/2904] eta: 0:22:22 lr: 0.001634 loss: 0.1804 (0.1895) loss_rec_all: 0.2064 (0.2154) loss_rec_sfr: 0.2578 (0.2751) loss_cl: -0.2795 (-0.2788) time: 0.7469 data: 0.0002 max mem: 29860 [00:18:36.083626] Epoch: [330] [1160/2904] eta: 0:22:06 lr: 0.001634 loss: 0.1799 (0.1896) loss_rec_all: 0.2058 (0.2155) loss_rec_sfr: 0.2677 (0.2756) loss_cl: -0.2792 (-0.2788) time: 0.7466 data: 0.0003 max mem: 29860 [00:18:51.003652] Epoch: [330] [1180/2904] eta: 0:21:51 lr: 0.001634 loss: 0.1810 (0.1896) loss_rec_all: 0.2069 (0.2155) loss_rec_sfr: 0.2579 (0.2755) loss_cl: -0.2797 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [00:19:05.924117] Epoch: [330] [1200/2904] eta: 0:21:35 lr: 0.001634 loss: 0.1808 (0.1896) loss_rec_all: 0.2072 (0.2155) loss_rec_sfr: 0.2592 (0.2755) loss_cl: -0.2800 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [00:19:20.838281] Epoch: [330] [1220/2904] eta: 0:21:19 lr: 0.001634 loss: 0.1854 (0.1897) loss_rec_all: 0.2112 (0.2157) loss_rec_sfr: 0.2672 (0.2761) loss_cl: -0.2780 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [00:19:35.756851] Epoch: [330] [1240/2904] eta: 0:21:04 lr: 0.001634 loss: 0.1755 (0.1898) loss_rec_all: 0.2013 (0.2157) loss_rec_sfr: 0.2619 (0.2764) loss_cl: -0.2778 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [00:19:50.671397] Epoch: [330] [1260/2904] eta: 0:20:48 lr: 0.001634 loss: 0.1778 (0.1896) loss_rec_all: 0.2043 (0.2156) loss_rec_sfr: 0.2560 (0.2760) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [00:20:05.582601] Epoch: [330] [1280/2904] eta: 0:20:33 lr: 0.001634 loss: 0.1833 (0.1898) loss_rec_all: 0.2092 (0.2157) loss_rec_sfr: 0.2643 (0.2764) loss_cl: -0.2783 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [00:20:20.496632] Epoch: [330] [1300/2904] eta: 0:20:17 lr: 0.001634 loss: 0.1776 (0.1897) loss_rec_all: 0.2036 (0.2157) loss_rec_sfr: 0.2571 (0.2763) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [00:20:35.413015] Epoch: [330] [1320/2904] eta: 0:20:02 lr: 0.001634 loss: 0.1791 (0.1897) loss_rec_all: 0.2049 (0.2156) loss_rec_sfr: 0.2579 (0.2762) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [00:20:50.326645] Epoch: [330] [1340/2904] eta: 0:19:46 lr: 0.001634 loss: 0.1787 (0.1898) loss_rec_all: 0.2046 (0.2157) loss_rec_sfr: 0.2617 (0.2766) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [00:21:05.243864] Epoch: [330] [1360/2904] eta: 0:19:31 lr: 0.001634 loss: 0.1804 (0.1898) loss_rec_all: 0.2067 (0.2158) loss_rec_sfr: 0.2536 (0.2768) loss_cl: -0.2782 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [00:21:20.164315] Epoch: [330] [1380/2904] eta: 0:19:15 lr: 0.001634 loss: 0.1821 (0.1899) loss_rec_all: 0.2084 (0.2158) loss_rec_sfr: 0.2552 (0.2770) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [00:21:35.081935] Epoch: [330] [1400/2904] eta: 0:19:00 lr: 0.001634 loss: 0.1775 (0.1899) loss_rec_all: 0.2039 (0.2159) loss_rec_sfr: 0.2510 (0.2770) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [00:21:49.991809] Epoch: [330] [1420/2904] eta: 0:18:44 lr: 0.001634 loss: 0.1821 (0.1899) loss_rec_all: 0.2080 (0.2159) loss_rec_sfr: 0.2678 (0.2771) loss_cl: -0.2791 (-0.2788) time: 0.7454 data: 0.0003 max mem: 29860 [00:22:04.902058] Epoch: [330] [1440/2904] eta: 0:18:29 lr: 0.001634 loss: 0.1792 (0.1898) loss_rec_all: 0.2053 (0.2158) loss_rec_sfr: 0.2601 (0.2768) loss_cl: -0.2796 (-0.2788) time: 0.7455 data: 0.0003 max mem: 29860 [00:22:19.813943] Epoch: [330] [1460/2904] eta: 0:18:14 lr: 0.001634 loss: 0.1785 (0.1898) loss_rec_all: 0.2046 (0.2157) loss_rec_sfr: 0.2634 (0.2767) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [00:22:34.726554] Epoch: [330] [1480/2904] eta: 0:17:58 lr: 0.001634 loss: 0.1778 (0.1897) loss_rec_all: 0.2041 (0.2157) loss_rec_sfr: 0.2613 (0.2765) loss_cl: -0.2797 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [00:22:49.643137] Epoch: [330] [1500/2904] eta: 0:17:43 lr: 0.001634 loss: 0.1807 (0.1897) loss_rec_all: 0.2071 (0.2157) loss_rec_sfr: 0.2607 (0.2764) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [00:23:04.558199] Epoch: [330] [1520/2904] eta: 0:17:27 lr: 0.001634 loss: 0.1805 (0.1898) loss_rec_all: 0.2066 (0.2157) loss_rec_sfr: 0.2694 (0.2767) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [00:23:19.477654] Epoch: [330] [1540/2904] eta: 0:17:12 lr: 0.001634 loss: 0.1782 (0.1897) loss_rec_all: 0.2045 (0.2156) loss_rec_sfr: 0.2200 (0.2762) loss_cl: -0.2783 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [00:23:34.392170] Epoch: [330] [1560/2904] eta: 0:16:57 lr: 0.001634 loss: 0.1806 (0.1896) loss_rec_all: 0.2064 (0.2156) loss_rec_sfr: 0.2644 (0.2762) loss_cl: -0.2783 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [00:23:49.305290] Epoch: [330] [1580/2904] eta: 0:16:41 lr: 0.001634 loss: 0.1837 (0.1896) loss_rec_all: 0.2098 (0.2156) loss_rec_sfr: 0.2557 (0.2762) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [00:24:04.218515] Epoch: [330] [1600/2904] eta: 0:16:26 lr: 0.001634 loss: 0.1751 (0.1897) loss_rec_all: 0.2013 (0.2156) loss_rec_sfr: 0.2205 (0.2763) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [00:24:19.130749] Epoch: [330] [1620/2904] eta: 0:16:11 lr: 0.001634 loss: 0.1776 (0.1896) loss_rec_all: 0.2037 (0.2156) loss_rec_sfr: 0.2629 (0.2762) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [00:24:34.044025] Epoch: [330] [1640/2904] eta: 0:15:56 lr: 0.001634 loss: 0.1781 (0.1897) loss_rec_all: 0.2041 (0.2157) loss_rec_sfr: 0.2261 (0.2764) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [00:24:48.958300] Epoch: [330] [1660/2904] eta: 0:15:40 lr: 0.001634 loss: 0.1815 (0.1897) loss_rec_all: 0.2074 (0.2156) loss_rec_sfr: 0.2535 (0.2763) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [00:25:03.872731] Epoch: [330] [1680/2904] eta: 0:15:25 lr: 0.001634 loss: 0.1798 (0.1897) loss_rec_all: 0.2058 (0.2156) loss_rec_sfr: 0.2612 (0.2763) loss_cl: -0.2796 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [00:25:18.782038] Epoch: [330] [1700/2904] eta: 0:15:10 lr: 0.001634 loss: 0.1771 (0.1896) loss_rec_all: 0.2032 (0.2156) loss_rec_sfr: 0.2628 (0.2762) loss_cl: -0.2792 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [00:25:33.690948] Epoch: [330] [1720/2904] eta: 0:14:54 lr: 0.001633 loss: 0.1804 (0.1897) loss_rec_all: 0.2063 (0.2156) loss_rec_sfr: 0.2633 (0.2763) loss_cl: -0.2787 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [00:25:48.601094] Epoch: [330] [1740/2904] eta: 0:14:39 lr: 0.001633 loss: 0.1766 (0.1896) loss_rec_all: 0.2028 (0.2155) loss_rec_sfr: 0.2239 (0.2761) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [00:26:03.683410] Epoch: [330] [1760/2904] eta: 0:14:24 lr: 0.001633 loss: 0.1805 (0.1896) loss_rec_all: 0.2065 (0.2156) loss_rec_sfr: 0.2648 (0.2762) loss_cl: -0.2792 (-0.2788) time: 0.7541 data: 0.0002 max mem: 29860 [00:26:18.606783] Epoch: [330] [1780/2904] eta: 0:14:09 lr: 0.001633 loss: 0.1796 (0.1896) loss_rec_all: 0.2057 (0.2156) loss_rec_sfr: 0.2635 (0.2763) loss_cl: -0.2787 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [00:26:33.518418] Epoch: [330] [1800/2904] eta: 0:13:54 lr: 0.001633 loss: 0.1799 (0.1896) loss_rec_all: 0.2057 (0.2155) loss_rec_sfr: 0.2610 (0.2762) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [00:26:48.430622] Epoch: [330] [1820/2904] eta: 0:13:38 lr: 0.001633 loss: 0.1763 (0.1896) loss_rec_all: 0.2026 (0.2155) loss_rec_sfr: 0.2261 (0.2761) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [00:27:03.340901] Epoch: [330] [1840/2904] eta: 0:13:23 lr: 0.001633 loss: 0.1814 (0.1896) loss_rec_all: 0.2072 (0.2156) loss_rec_sfr: 0.2610 (0.2763) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [00:27:18.253084] Epoch: [330] [1860/2904] eta: 0:13:08 lr: 0.001633 loss: 0.1774 (0.1896) loss_rec_all: 0.2039 (0.2156) loss_rec_sfr: 0.2494 (0.2761) loss_cl: -0.2800 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [00:27:33.170697] Epoch: [330] [1880/2904] eta: 0:12:53 lr: 0.001633 loss: 0.1838 (0.1897) loss_rec_all: 0.2101 (0.2156) loss_rec_sfr: 0.2613 (0.2762) loss_cl: -0.2796 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [00:27:48.084001] Epoch: [330] [1900/2904] eta: 0:12:37 lr: 0.001633 loss: 0.1810 (0.1896) loss_rec_all: 0.2070 (0.2155) loss_rec_sfr: 0.2624 (0.2760) loss_cl: -0.2795 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [00:28:02.989188] Epoch: [330] [1920/2904] eta: 0:12:22 lr: 0.001633 loss: 0.1814 (0.1896) loss_rec_all: 0.2074 (0.2156) loss_rec_sfr: 0.2615 (0.2761) loss_cl: -0.2791 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [00:28:17.904286] Epoch: [330] [1940/2904] eta: 0:12:07 lr: 0.001633 loss: 0.1804 (0.1896) loss_rec_all: 0.2063 (0.2156) loss_rec_sfr: 0.2715 (0.2762) loss_cl: -0.2784 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [00:28:32.820653] Epoch: [330] [1960/2904] eta: 0:11:52 lr: 0.001633 loss: 0.1846 (0.1896) loss_rec_all: 0.2109 (0.2156) loss_rec_sfr: 0.2587 (0.2762) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [00:28:47.731986] Epoch: [330] [1980/2904] eta: 0:11:37 lr: 0.001633 loss: 0.1905 (0.1898) loss_rec_all: 0.2164 (0.2157) loss_rec_sfr: 0.2721 (0.2767) loss_cl: -0.2778 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [00:29:02.643207] Epoch: [330] [2000/2904] eta: 0:11:22 lr: 0.001633 loss: 0.1827 (0.1898) loss_rec_all: 0.2088 (0.2158) loss_rec_sfr: 0.2570 (0.2767) loss_cl: -0.2794 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [00:29:17.565415] Epoch: [330] [2020/2904] eta: 0:11:06 lr: 0.001633 loss: 0.1799 (0.1898) loss_rec_all: 0.2064 (0.2157) loss_rec_sfr: 0.2694 (0.2767) loss_cl: -0.2798 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [00:29:32.480837] Epoch: [330] [2040/2904] eta: 0:10:51 lr: 0.001633 loss: 0.1780 (0.1897) loss_rec_all: 0.2041 (0.2157) loss_rec_sfr: 0.2552 (0.2766) loss_cl: -0.2793 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [00:29:47.391872] Epoch: [330] [2060/2904] eta: 0:10:36 lr: 0.001633 loss: 0.1919 (0.1899) loss_rec_all: 0.2178 (0.2159) loss_rec_sfr: 0.2620 (0.2772) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [00:30:02.309468] Epoch: [330] [2080/2904] eta: 0:10:21 lr: 0.001633 loss: 0.1835 (0.1900) loss_rec_all: 0.2095 (0.2159) loss_rec_sfr: 0.2592 (0.2772) loss_cl: -0.2773 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [00:30:17.220207] Epoch: [330] [2100/2904] eta: 0:10:06 lr: 0.001633 loss: 0.1799 (0.1900) loss_rec_all: 0.2059 (0.2159) loss_rec_sfr: 0.2560 (0.2774) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [00:30:32.140360] Epoch: [330] [2120/2904] eta: 0:09:51 lr: 0.001633 loss: 0.1814 (0.1900) loss_rec_all: 0.2076 (0.2159) loss_rec_sfr: 0.2467 (0.2772) loss_cl: -0.2795 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [00:30:47.055954] Epoch: [330] [2140/2904] eta: 0:09:36 lr: 0.001633 loss: 0.1807 (0.1900) loss_rec_all: 0.2070 (0.2159) loss_rec_sfr: 0.2609 (0.2772) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [00:31:01.965530] Epoch: [330] [2160/2904] eta: 0:09:20 lr: 0.001633 loss: 0.1803 (0.1900) loss_rec_all: 0.2066 (0.2159) loss_rec_sfr: 0.2588 (0.2773) loss_cl: -0.2780 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [00:31:16.878756] Epoch: [330] [2180/2904] eta: 0:09:05 lr: 0.001633 loss: 0.1801 (0.1901) loss_rec_all: 0.2063 (0.2160) loss_rec_sfr: 0.2637 (0.2776) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [00:31:31.795054] Epoch: [330] [2200/2904] eta: 0:08:50 lr: 0.001633 loss: 0.1826 (0.1901) loss_rec_all: 0.2086 (0.2160) loss_rec_sfr: 0.2586 (0.2777) loss_cl: -0.2793 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [00:31:46.706896] Epoch: [330] [2220/2904] eta: 0:08:35 lr: 0.001633 loss: 0.1811 (0.1901) loss_rec_all: 0.2073 (0.2161) loss_rec_sfr: 0.2642 (0.2778) loss_cl: -0.2797 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [00:32:01.605070] Epoch: [330] [2240/2904] eta: 0:08:20 lr: 0.001633 loss: 0.1817 (0.1901) loss_rec_all: 0.2079 (0.2160) loss_rec_sfr: 0.2590 (0.2777) loss_cl: -0.2784 (-0.2788) time: 0.7449 data: 0.0002 max mem: 29860 [00:32:16.519304] Epoch: [330] [2260/2904] eta: 0:08:05 lr: 0.001633 loss: 0.1770 (0.1901) loss_rec_all: 0.2031 (0.2160) loss_rec_sfr: 0.2559 (0.2777) loss_cl: -0.2797 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [00:32:31.430917] Epoch: [330] [2280/2904] eta: 0:07:50 lr: 0.001633 loss: 0.1820 (0.1901) loss_rec_all: 0.2078 (0.2161) loss_rec_sfr: 0.2662 (0.2778) loss_cl: -0.2785 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [00:32:46.352217] Epoch: [330] [2300/2904] eta: 0:07:35 lr: 0.001633 loss: 0.1895 (0.1902) loss_rec_all: 0.2156 (0.2162) loss_rec_sfr: 0.2681 (0.2782) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [00:33:01.267044] Epoch: [330] [2320/2904] eta: 0:07:19 lr: 0.001633 loss: 0.1806 (0.1902) loss_rec_all: 0.2069 (0.2162) loss_rec_sfr: 0.2551 (0.2782) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [00:33:16.176188] Epoch: [330] [2340/2904] eta: 0:07:04 lr: 0.001632 loss: 0.1795 (0.1902) loss_rec_all: 0.2057 (0.2162) loss_rec_sfr: 0.2645 (0.2782) loss_cl: -0.2778 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [00:33:31.089976] Epoch: [330] [2360/2904] eta: 0:06:49 lr: 0.001632 loss: 0.1826 (0.1902) loss_rec_all: 0.2085 (0.2162) loss_rec_sfr: 0.2654 (0.2783) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [00:33:46.005054] Epoch: [330] [2380/2904] eta: 0:06:34 lr: 0.001632 loss: 0.1794 (0.1902) loss_rec_all: 0.2059 (0.2162) loss_rec_sfr: 0.2576 (0.2781) loss_cl: -0.2796 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [00:34:00.925083] Epoch: [330] [2400/2904] eta: 0:06:19 lr: 0.001632 loss: 0.1776 (0.1902) loss_rec_all: 0.2037 (0.2161) loss_rec_sfr: 0.2605 (0.2780) loss_cl: -0.2791 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [00:34:15.843578] Epoch: [330] [2420/2904] eta: 0:06:04 lr: 0.001632 loss: 0.1786 (0.1901) loss_rec_all: 0.2046 (0.2161) loss_rec_sfr: 0.2602 (0.2779) loss_cl: -0.2783 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [00:34:30.754789] Epoch: [330] [2440/2904] eta: 0:05:49 lr: 0.001632 loss: 0.1840 (0.1902) loss_rec_all: 0.2101 (0.2161) loss_rec_sfr: 0.2680 (0.2781) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [00:34:45.662039] Epoch: [330] [2460/2904] eta: 0:05:34 lr: 0.001632 loss: 0.1780 (0.1901) loss_rec_all: 0.2041 (0.2160) loss_rec_sfr: 0.2553 (0.2779) loss_cl: -0.2782 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [00:35:00.567692] Epoch: [330] [2480/2904] eta: 0:05:19 lr: 0.001632 loss: 0.1791 (0.1901) loss_rec_all: 0.2055 (0.2160) loss_rec_sfr: 0.2649 (0.2779) loss_cl: -0.2792 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [00:35:15.485133] Epoch: [330] [2500/2904] eta: 0:05:04 lr: 0.001632 loss: 0.1795 (0.1901) loss_rec_all: 0.2062 (0.2160) loss_rec_sfr: 0.2554 (0.2778) loss_cl: -0.2800 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [00:35:30.393077] Epoch: [330] [2520/2904] eta: 0:04:49 lr: 0.001632 loss: 0.1754 (0.1900) loss_rec_all: 0.2017 (0.2160) loss_rec_sfr: 0.2455 (0.2776) loss_cl: -0.2794 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [00:35:45.301555] Epoch: [330] [2540/2904] eta: 0:04:33 lr: 0.001632 loss: 0.1751 (0.1900) loss_rec_all: 0.2009 (0.2159) loss_rec_sfr: 0.2533 (0.2775) loss_cl: -0.2779 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [00:36:00.206718] Epoch: [330] [2560/2904] eta: 0:04:18 lr: 0.001632 loss: 0.1771 (0.1900) loss_rec_all: 0.2030 (0.2159) loss_rec_sfr: 0.2546 (0.2775) loss_cl: -0.2789 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [00:36:15.112034] Epoch: [330] [2580/2904] eta: 0:04:03 lr: 0.001632 loss: 0.1783 (0.1900) loss_rec_all: 0.2042 (0.2160) loss_rec_sfr: 0.2598 (0.2777) loss_cl: -0.2787 (-0.2788) time: 0.7452 data: 0.0003 max mem: 29860 [00:36:30.018505] Epoch: [330] [2600/2904] eta: 0:03:48 lr: 0.001632 loss: 0.1823 (0.1901) loss_rec_all: 0.2086 (0.2160) loss_rec_sfr: 0.2577 (0.2777) loss_cl: -0.2783 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [00:36:44.921572] Epoch: [330] [2620/2904] eta: 0:03:33 lr: 0.001632 loss: 0.1787 (0.1900) loss_rec_all: 0.2047 (0.2160) loss_rec_sfr: 0.2476 (0.2777) loss_cl: -0.2788 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [00:36:59.825102] Epoch: [330] [2640/2904] eta: 0:03:18 lr: 0.001632 loss: 0.1774 (0.1900) loss_rec_all: 0.2035 (0.2159) loss_rec_sfr: 0.2259 (0.2774) loss_cl: -0.2794 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [00:37:14.731920] Epoch: [330] [2660/2904] eta: 0:03:03 lr: 0.001632 loss: 0.1817 (0.1900) loss_rec_all: 0.2077 (0.2160) loss_rec_sfr: 0.2610 (0.2775) loss_cl: -0.2791 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [00:37:29.642541] Epoch: [330] [2680/2904] eta: 0:02:48 lr: 0.001632 loss: 0.1779 (0.1900) loss_rec_all: 0.2039 (0.2159) loss_rec_sfr: 0.2649 (0.2775) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [00:37:44.545538] Epoch: [330] [2700/2904] eta: 0:02:33 lr: 0.001632 loss: 0.1813 (0.1900) loss_rec_all: 0.2073 (0.2160) loss_rec_sfr: 0.2711 (0.2776) loss_cl: -0.2798 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [00:37:59.448157] Epoch: [330] [2720/2904] eta: 0:02:18 lr: 0.001632 loss: 0.1776 (0.1900) loss_rec_all: 0.2043 (0.2160) loss_rec_sfr: 0.2482 (0.2775) loss_cl: -0.2802 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [00:38:14.349576] Epoch: [330] [2740/2904] eta: 0:02:03 lr: 0.001632 loss: 0.1762 (0.1900) loss_rec_all: 0.2028 (0.2159) loss_rec_sfr: 0.2446 (0.2774) loss_cl: -0.2792 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [00:38:29.256818] Epoch: [330] [2760/2904] eta: 0:01:48 lr: 0.001632 loss: 0.1846 (0.1901) loss_rec_all: 0.2105 (0.2160) loss_rec_sfr: 0.2590 (0.2776) loss_cl: -0.2783 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [00:38:44.171114] Epoch: [330] [2780/2904] eta: 0:01:33 lr: 0.001632 loss: 0.1814 (0.1900) loss_rec_all: 0.2074 (0.2160) loss_rec_sfr: 0.2574 (0.2775) loss_cl: -0.2796 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [00:38:59.078148] Epoch: [330] [2800/2904] eta: 0:01:18 lr: 0.001632 loss: 0.1766 (0.1900) loss_rec_all: 0.2032 (0.2160) loss_rec_sfr: 0.2546 (0.2774) loss_cl: -0.2795 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [00:39:13.982864] Epoch: [330] [2820/2904] eta: 0:01:03 lr: 0.001632 loss: 0.1781 (0.1900) loss_rec_all: 0.2040 (0.2159) loss_rec_sfr: 0.2647 (0.2773) loss_cl: -0.2786 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [00:39:28.942329] Epoch: [330] [2840/2904] eta: 0:00:48 lr: 0.001632 loss: 0.1800 (0.1900) loss_rec_all: 0.2060 (0.2160) loss_rec_sfr: 0.2573 (0.2774) loss_cl: -0.2777 (-0.2788) time: 0.7479 data: 0.0036 max mem: 29860 [00:39:43.836173] Epoch: [330] [2860/2904] eta: 0:00:33 lr: 0.001632 loss: 0.1799 (0.1900) loss_rec_all: 0.2059 (0.2159) loss_rec_sfr: 0.2564 (0.2773) loss_cl: -0.2791 (-0.2788) time: 0.7447 data: 0.0001 max mem: 29860 [00:39:58.723006] Epoch: [330] [2880/2904] eta: 0:00:18 lr: 0.001632 loss: 0.1817 (0.1900) loss_rec_all: 0.2078 (0.2160) loss_rec_sfr: 0.2666 (0.2774) loss_cl: -0.2797 (-0.2788) time: 0.7443 data: 0.0001 max mem: 29860 [00:40:13.616347] Epoch: [330] [2900/2904] eta: 0:00:03 lr: 0.001632 loss: 0.1800 (0.1900) loss_rec_all: 0.2058 (0.2160) loss_rec_sfr: 0.2593 (0.2774) loss_cl: -0.2790 (-0.2788) time: 0.7446 data: 0.0001 max mem: 29860 [00:40:15.855915] Epoch: [330] [2903/2904] eta: 0:00:00 lr: 0.001632 loss: 0.1802 (0.1900) loss_rec_all: 0.2063 (0.2160) loss_rec_sfr: 0.2593 (0.2773) loss_cl: -0.2789 (-0.2788) time: 0.7446 data: 0.0001 max mem: 29860 [00:40:18.102386] Epoch: [330] Total time: 0:36:25 (0.7525 s / it) [00:40:18.103700] Averaged stats: lr: 0.001632 loss: 0.1802 (0.1921) loss_rec_all: 0.2063 (0.2157) loss_rec_sfr: 0.2593 (0.2774) loss_cl: -0.2789 (-0.2556) [00:40:18.108484] log_dir: ./checkpoint/VF2_ViT-B [00:40:37.700373] Epoch: [331] [ 0/2904] eta: 15:48:12 lr: 0.001632 loss: 0.1854 (0.1854) loss_rec_all: 0.2116 (0.2116) loss_rec_sfr: 0.2493 (0.2493) loss_cl: -0.2801 (-0.2801) time: 19.5912 data: 18.8607 max mem: 29860 [00:40:54.153870] Epoch: [331] [ 20/2904] eta: 1:22:30 lr: 0.001632 loss: 0.1819 (0.1837) loss_rec_all: 0.2084 (0.2098) loss_rec_sfr: 0.2523 (0.2525) loss_cl: -0.2789 (-0.2788) time: 0.8226 data: 0.0002 max mem: 29860 [00:41:09.020668] Epoch: [331] [ 40/2904] eta: 0:59:16 lr: 0.001632 loss: 0.1782 (0.1860) loss_rec_all: 0.2047 (0.2120) loss_rec_sfr: 0.2549 (0.2613) loss_cl: -0.2781 (-0.2783) time: 0.7433 data: 0.0002 max mem: 29860 [00:41:23.899411] Epoch: [331] [ 60/2904] eta: 0:51:07 lr: 0.001631 loss: 0.1805 (0.1901) loss_rec_all: 0.2071 (0.2161) loss_rec_sfr: 0.2639 (0.2750) loss_cl: -0.2783 (-0.2783) time: 0.7439 data: 0.0002 max mem: 29860 [00:41:38.790158] Epoch: [331] [ 80/2904] eta: 0:46:52 lr: 0.001631 loss: 0.1794 (0.1909) loss_rec_all: 0.2060 (0.2168) loss_rec_sfr: 0.2522 (0.2749) loss_cl: -0.2790 (-0.2784) time: 0.7445 data: 0.0002 max mem: 29860 [00:41:53.703682] Epoch: [331] [ 100/2904] eta: 0:44:13 lr: 0.001631 loss: 0.1800 (0.1896) loss_rec_all: 0.2061 (0.2156) loss_rec_sfr: 0.2596 (0.2720) loss_cl: -0.2796 (-0.2786) time: 0.7456 data: 0.0002 max mem: 29860 [00:42:08.642293] Epoch: [331] [ 120/2904] eta: 0:42:23 lr: 0.001631 loss: 0.1787 (0.1889) loss_rec_all: 0.2048 (0.2149) loss_rec_sfr: 0.2591 (0.2716) loss_cl: -0.2795 (-0.2788) time: 0.7469 data: 0.0002 max mem: 29860 [00:42:23.569419] Epoch: [331] [ 140/2904] eta: 0:40:59 lr: 0.001631 loss: 0.1808 (0.1893) loss_rec_all: 0.2074 (0.2152) loss_rec_sfr: 0.2263 (0.2721) loss_cl: -0.2796 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [00:42:38.501181] Epoch: [331] [ 160/2904] eta: 0:39:52 lr: 0.001631 loss: 0.1801 (0.1905) loss_rec_all: 0.2065 (0.2164) loss_rec_sfr: 0.2617 (0.2766) loss_cl: -0.2787 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [00:42:53.423153] Epoch: [331] [ 180/2904] eta: 0:38:57 lr: 0.001631 loss: 0.1832 (0.1919) loss_rec_all: 0.2092 (0.2178) loss_rec_sfr: 0.2714 (0.2809) loss_cl: -0.2782 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [00:43:08.457526] Epoch: [331] [ 200/2904] eta: 0:38:11 lr: 0.001631 loss: 0.1809 (0.1913) loss_rec_all: 0.2067 (0.2173) loss_rec_sfr: 0.2560 (0.2799) loss_cl: -0.2791 (-0.2788) time: 0.7517 data: 0.0002 max mem: 29860 [00:43:23.376818] Epoch: [331] [ 220/2904] eta: 0:37:29 lr: 0.001631 loss: 0.1789 (0.1909) loss_rec_all: 0.2049 (0.2168) loss_rec_sfr: 0.2223 (0.2767) loss_cl: -0.2784 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [00:43:38.293501] Epoch: [331] [ 240/2904] eta: 0:36:52 lr: 0.001631 loss: 0.1797 (0.1905) loss_rec_all: 0.2058 (0.2165) loss_rec_sfr: 0.2576 (0.2757) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [00:43:53.204245] Epoch: [331] [ 260/2904] eta: 0:36:18 lr: 0.001631 loss: 0.1800 (0.1908) loss_rec_all: 0.2059 (0.2167) loss_rec_sfr: 0.2717 (0.2773) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [00:44:08.116904] Epoch: [331] [ 280/2904] eta: 0:35:47 lr: 0.001631 loss: 0.1790 (0.1905) loss_rec_all: 0.2049 (0.2164) loss_rec_sfr: 0.2308 (0.2758) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [00:44:23.027461] Epoch: [331] [ 300/2904] eta: 0:35:18 lr: 0.001631 loss: 0.1798 (0.1897) loss_rec_all: 0.2058 (0.2157) loss_rec_sfr: 0.2549 (0.2733) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [00:44:37.938427] Epoch: [331] [ 320/2904] eta: 0:34:51 lr: 0.001631 loss: 0.1809 (0.1896) loss_rec_all: 0.2069 (0.2155) loss_rec_sfr: 0.2555 (0.2726) loss_cl: -0.2782 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [00:44:52.849268] Epoch: [331] [ 340/2904] eta: 0:34:25 lr: 0.001631 loss: 0.1825 (0.1897) loss_rec_all: 0.2082 (0.2156) loss_rec_sfr: 0.2721 (0.2737) loss_cl: -0.2785 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [00:45:07.762402] Epoch: [331] [ 360/2904] eta: 0:34:01 lr: 0.001631 loss: 0.1803 (0.1900) loss_rec_all: 0.2068 (0.2160) loss_rec_sfr: 0.2618 (0.2750) loss_cl: -0.2799 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [00:45:22.674264] Epoch: [331] [ 380/2904] eta: 0:33:37 lr: 0.001631 loss: 0.1835 (0.1898) loss_rec_all: 0.2095 (0.2158) loss_rec_sfr: 0.2578 (0.2743) loss_cl: -0.2801 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [00:45:37.586991] Epoch: [331] [ 400/2904] eta: 0:33:14 lr: 0.001631 loss: 0.1823 (0.1902) loss_rec_all: 0.2085 (0.2162) loss_rec_sfr: 0.2524 (0.2755) loss_cl: -0.2774 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [00:45:52.489216] Epoch: [331] [ 420/2904] eta: 0:32:52 lr: 0.001631 loss: 0.1789 (0.1900) loss_rec_all: 0.2050 (0.2160) loss_rec_sfr: 0.2581 (0.2750) loss_cl: -0.2783 (-0.2787) time: 0.7451 data: 0.0002 max mem: 29860 [00:46:07.392749] Epoch: [331] [ 440/2904] eta: 0:32:31 lr: 0.001631 loss: 0.1775 (0.1899) loss_rec_all: 0.2035 (0.2159) loss_rec_sfr: 0.2625 (0.2751) loss_cl: -0.2789 (-0.2787) time: 0.7451 data: 0.0002 max mem: 29860 [00:46:22.298025] Epoch: [331] [ 460/2904] eta: 0:32:10 lr: 0.001631 loss: 0.1787 (0.1895) loss_rec_all: 0.2046 (0.2154) loss_rec_sfr: 0.2574 (0.2737) loss_cl: -0.2797 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [00:46:37.207292] Epoch: [331] [ 480/2904] eta: 0:31:50 lr: 0.001631 loss: 0.1815 (0.1898) loss_rec_all: 0.2075 (0.2158) loss_rec_sfr: 0.2727 (0.2755) loss_cl: -0.2788 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [00:46:52.118686] Epoch: [331] [ 500/2904] eta: 0:31:30 lr: 0.001631 loss: 0.1777 (0.1899) loss_rec_all: 0.2039 (0.2158) loss_rec_sfr: 0.2637 (0.2760) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [00:47:07.025936] Epoch: [331] [ 520/2904] eta: 0:31:11 lr: 0.001631 loss: 0.1771 (0.1897) loss_rec_all: 0.2029 (0.2157) loss_rec_sfr: 0.2632 (0.2759) loss_cl: -0.2792 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [00:47:21.936603] Epoch: [331] [ 540/2904] eta: 0:30:51 lr: 0.001631 loss: 0.1856 (0.1900) loss_rec_all: 0.2117 (0.2159) loss_rec_sfr: 0.2611 (0.2766) loss_cl: -0.2799 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [00:47:36.840990] Epoch: [331] [ 560/2904] eta: 0:30:33 lr: 0.001631 loss: 0.1799 (0.1899) loss_rec_all: 0.2057 (0.2158) loss_rec_sfr: 0.2663 (0.2767) loss_cl: -0.2782 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [00:47:51.752564] Epoch: [331] [ 580/2904] eta: 0:30:14 lr: 0.001631 loss: 0.1803 (0.1900) loss_rec_all: 0.2061 (0.2160) loss_rec_sfr: 0.2525 (0.2770) loss_cl: -0.2784 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [00:48:06.666703] Epoch: [331] [ 600/2904] eta: 0:29:56 lr: 0.001631 loss: 0.1792 (0.1898) loss_rec_all: 0.2052 (0.2158) loss_rec_sfr: 0.2263 (0.2761) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [00:48:21.584820] Epoch: [331] [ 620/2904] eta: 0:29:38 lr: 0.001631 loss: 0.1806 (0.1901) loss_rec_all: 0.2068 (0.2160) loss_rec_sfr: 0.2607 (0.2770) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [00:48:36.510997] Epoch: [331] [ 640/2904] eta: 0:29:20 lr: 0.001631 loss: 0.1836 (0.1902) loss_rec_all: 0.2096 (0.2162) loss_rec_sfr: 0.2680 (0.2777) loss_cl: -0.2791 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [00:48:51.432577] Epoch: [331] [ 660/2904] eta: 0:29:02 lr: 0.001631 loss: 0.1786 (0.1902) loss_rec_all: 0.2049 (0.2161) loss_rec_sfr: 0.2566 (0.2776) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [00:49:06.358518] Epoch: [331] [ 680/2904] eta: 0:28:45 lr: 0.001631 loss: 0.1797 (0.1902) loss_rec_all: 0.2057 (0.2161) loss_rec_sfr: 0.2633 (0.2782) loss_cl: -0.2788 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [00:49:21.271326] Epoch: [331] [ 700/2904] eta: 0:28:27 lr: 0.001630 loss: 0.1803 (0.1902) loss_rec_all: 0.2069 (0.2161) loss_rec_sfr: 0.2174 (0.2776) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [00:49:36.185858] Epoch: [331] [ 720/2904] eta: 0:28:10 lr: 0.001630 loss: 0.1786 (0.1904) loss_rec_all: 0.2047 (0.2163) loss_rec_sfr: 0.2465 (0.2781) loss_cl: -0.2795 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [00:49:51.105432] Epoch: [331] [ 740/2904] eta: 0:27:53 lr: 0.001630 loss: 0.1778 (0.1903) loss_rec_all: 0.2043 (0.2163) loss_rec_sfr: 0.2496 (0.2777) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [00:50:06.030517] Epoch: [331] [ 760/2904] eta: 0:27:36 lr: 0.001630 loss: 0.1796 (0.1904) loss_rec_all: 0.2058 (0.2163) loss_rec_sfr: 0.2669 (0.2779) loss_cl: -0.2794 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [00:50:20.949200] Epoch: [331] [ 780/2904] eta: 0:27:19 lr: 0.001630 loss: 0.1868 (0.1905) loss_rec_all: 0.2129 (0.2165) loss_rec_sfr: 0.2609 (0.2782) loss_cl: -0.2783 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [00:50:35.862776] Epoch: [331] [ 800/2904] eta: 0:27:02 lr: 0.001630 loss: 0.1780 (0.1905) loss_rec_all: 0.2041 (0.2165) loss_rec_sfr: 0.2578 (0.2784) loss_cl: -0.2782 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [00:50:50.765963] Epoch: [331] [ 820/2904] eta: 0:26:45 lr: 0.001630 loss: 0.1818 (0.1906) loss_rec_all: 0.2078 (0.2165) loss_rec_sfr: 0.2604 (0.2785) loss_cl: -0.2791 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [00:51:05.670623] Epoch: [331] [ 840/2904] eta: 0:26:29 lr: 0.001630 loss: 0.1806 (0.1906) loss_rec_all: 0.2067 (0.2165) loss_rec_sfr: 0.2546 (0.2784) loss_cl: -0.2797 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [00:51:20.573134] Epoch: [331] [ 860/2904] eta: 0:26:12 lr: 0.001630 loss: 0.1832 (0.1906) loss_rec_all: 0.2092 (0.2166) loss_rec_sfr: 0.2649 (0.2788) loss_cl: -0.2790 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [00:51:35.480141] Epoch: [331] [ 880/2904] eta: 0:25:56 lr: 0.001630 loss: 0.1786 (0.1906) loss_rec_all: 0.2051 (0.2165) loss_rec_sfr: 0.2602 (0.2785) loss_cl: -0.2790 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [00:51:50.385752] Epoch: [331] [ 900/2904] eta: 0:25:39 lr: 0.001630 loss: 0.1801 (0.1906) loss_rec_all: 0.2060 (0.2165) loss_rec_sfr: 0.2640 (0.2787) loss_cl: -0.2784 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [00:52:05.293025] Epoch: [331] [ 920/2904] eta: 0:25:23 lr: 0.001630 loss: 0.1779 (0.1905) loss_rec_all: 0.2043 (0.2164) loss_rec_sfr: 0.2625 (0.2785) loss_cl: -0.2789 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [00:52:20.196425] Epoch: [331] [ 940/2904] eta: 0:25:07 lr: 0.001630 loss: 0.1842 (0.1906) loss_rec_all: 0.2103 (0.2165) loss_rec_sfr: 0.2521 (0.2788) loss_cl: -0.2799 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [00:52:35.100227] Epoch: [331] [ 960/2904] eta: 0:24:50 lr: 0.001630 loss: 0.1815 (0.1909) loss_rec_all: 0.2075 (0.2168) loss_rec_sfr: 0.2672 (0.2797) loss_cl: -0.2796 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [00:52:50.008121] Epoch: [331] [ 980/2904] eta: 0:24:34 lr: 0.001630 loss: 0.1806 (0.1909) loss_rec_all: 0.2066 (0.2168) loss_rec_sfr: 0.2578 (0.2798) loss_cl: -0.2779 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [00:53:04.916285] Epoch: [331] [1000/2904] eta: 0:24:18 lr: 0.001630 loss: 0.1738 (0.1906) loss_rec_all: 0.2002 (0.2166) loss_rec_sfr: 0.2549 (0.2790) loss_cl: -0.2785 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [00:53:19.821153] Epoch: [331] [1020/2904] eta: 0:24:02 lr: 0.001630 loss: 0.1800 (0.1907) loss_rec_all: 0.2060 (0.2166) loss_rec_sfr: 0.2576 (0.2792) loss_cl: -0.2792 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [00:53:34.727767] Epoch: [331] [1040/2904] eta: 0:23:46 lr: 0.001630 loss: 0.1782 (0.1904) loss_rec_all: 0.2043 (0.2164) loss_rec_sfr: 0.2550 (0.2785) loss_cl: -0.2789 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [00:53:49.643554] Epoch: [331] [1060/2904] eta: 0:23:30 lr: 0.001630 loss: 0.1806 (0.1904) loss_rec_all: 0.2065 (0.2163) loss_rec_sfr: 0.2630 (0.2783) loss_cl: -0.2783 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [00:54:04.557798] Epoch: [331] [1080/2904] eta: 0:23:14 lr: 0.001630 loss: 0.1757 (0.1903) loss_rec_all: 0.2023 (0.2162) loss_rec_sfr: 0.2597 (0.2781) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [00:54:19.466484] Epoch: [331] [1100/2904] eta: 0:22:58 lr: 0.001630 loss: 0.1790 (0.1901) loss_rec_all: 0.2055 (0.2161) loss_rec_sfr: 0.2582 (0.2775) loss_cl: -0.2796 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [00:54:34.376738] Epoch: [331] [1120/2904] eta: 0:22:42 lr: 0.001630 loss: 0.1836 (0.1903) loss_rec_all: 0.2096 (0.2162) loss_rec_sfr: 0.2638 (0.2781) loss_cl: -0.2791 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [00:54:49.293992] Epoch: [331] [1140/2904] eta: 0:22:26 lr: 0.001630 loss: 0.1763 (0.1903) loss_rec_all: 0.2024 (0.2162) loss_rec_sfr: 0.2690 (0.2783) loss_cl: -0.2781 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [00:55:04.202916] Epoch: [331] [1160/2904] eta: 0:22:10 lr: 0.001630 loss: 0.1767 (0.1902) loss_rec_all: 0.2029 (0.2161) loss_rec_sfr: 0.2524 (0.2780) loss_cl: -0.2784 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [00:55:19.111653] Epoch: [331] [1180/2904] eta: 0:21:55 lr: 0.001630 loss: 0.1813 (0.1904) loss_rec_all: 0.2072 (0.2163) loss_rec_sfr: 0.2669 (0.2786) loss_cl: -0.2785 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [00:55:34.020996] Epoch: [331] [1200/2904] eta: 0:21:39 lr: 0.001630 loss: 0.1782 (0.1904) loss_rec_all: 0.2049 (0.2164) loss_rec_sfr: 0.2654 (0.2790) loss_cl: -0.2785 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [00:55:48.930090] Epoch: [331] [1220/2904] eta: 0:21:23 lr: 0.001630 loss: 0.1751 (0.1904) loss_rec_all: 0.2019 (0.2164) loss_rec_sfr: 0.2200 (0.2788) loss_cl: -0.2796 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [00:56:03.836246] Epoch: [331] [1240/2904] eta: 0:21:08 lr: 0.001630 loss: 0.1761 (0.1905) loss_rec_all: 0.2022 (0.2164) loss_rec_sfr: 0.2598 (0.2791) loss_cl: -0.2794 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [00:56:18.741588] Epoch: [331] [1260/2904] eta: 0:20:52 lr: 0.001630 loss: 0.1747 (0.1904) loss_rec_all: 0.2005 (0.2163) loss_rec_sfr: 0.2571 (0.2786) loss_cl: -0.2799 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [00:56:33.648120] Epoch: [331] [1280/2904] eta: 0:20:36 lr: 0.001630 loss: 0.1802 (0.1903) loss_rec_all: 0.2067 (0.2162) loss_rec_sfr: 0.2589 (0.2785) loss_cl: -0.2788 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [00:56:48.552653] Epoch: [331] [1300/2904] eta: 0:20:21 lr: 0.001630 loss: 0.1852 (0.1904) loss_rec_all: 0.2113 (0.2164) loss_rec_sfr: 0.2677 (0.2788) loss_cl: -0.2789 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [00:57:03.454917] Epoch: [331] [1320/2904] eta: 0:20:05 lr: 0.001629 loss: 0.1826 (0.1905) loss_rec_all: 0.2087 (0.2164) loss_rec_sfr: 0.2587 (0.2789) loss_cl: -0.2792 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [00:57:18.358923] Epoch: [331] [1340/2904] eta: 0:19:49 lr: 0.001629 loss: 0.1777 (0.1904) loss_rec_all: 0.2044 (0.2163) loss_rec_sfr: 0.2495 (0.2787) loss_cl: -0.2792 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [00:57:33.266834] Epoch: [331] [1360/2904] eta: 0:19:34 lr: 0.001629 loss: 0.1816 (0.1905) loss_rec_all: 0.2076 (0.2164) loss_rec_sfr: 0.2750 (0.2791) loss_cl: -0.2786 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [00:57:48.177281] Epoch: [331] [1380/2904] eta: 0:19:18 lr: 0.001629 loss: 0.1754 (0.1904) loss_rec_all: 0.2020 (0.2163) loss_rec_sfr: 0.2229 (0.2787) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [00:58:03.082205] Epoch: [331] [1400/2904] eta: 0:19:03 lr: 0.001629 loss: 0.1776 (0.1903) loss_rec_all: 0.2039 (0.2163) loss_rec_sfr: 0.2649 (0.2784) loss_cl: -0.2788 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [00:58:17.990040] Epoch: [331] [1420/2904] eta: 0:18:47 lr: 0.001629 loss: 0.1811 (0.1904) loss_rec_all: 0.2075 (0.2163) loss_rec_sfr: 0.2702 (0.2787) loss_cl: -0.2789 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [00:58:32.897240] Epoch: [331] [1440/2904] eta: 0:18:32 lr: 0.001629 loss: 0.1797 (0.1903) loss_rec_all: 0.2058 (0.2163) loss_rec_sfr: 0.2544 (0.2785) loss_cl: -0.2796 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [00:58:47.801034] Epoch: [331] [1460/2904] eta: 0:18:16 lr: 0.001629 loss: 0.1790 (0.1904) loss_rec_all: 0.2051 (0.2163) loss_rec_sfr: 0.2612 (0.2787) loss_cl: -0.2792 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [00:59:02.711386] Epoch: [331] [1480/2904] eta: 0:18:01 lr: 0.001629 loss: 0.1794 (0.1903) loss_rec_all: 0.2055 (0.2163) loss_rec_sfr: 0.2478 (0.2785) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [00:59:17.622542] Epoch: [331] [1500/2904] eta: 0:17:45 lr: 0.001629 loss: 0.1797 (0.1904) loss_rec_all: 0.2057 (0.2163) loss_rec_sfr: 0.2621 (0.2787) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [00:59:32.526816] Epoch: [331] [1520/2904] eta: 0:17:30 lr: 0.001629 loss: 0.1789 (0.1904) loss_rec_all: 0.2051 (0.2163) loss_rec_sfr: 0.2573 (0.2786) loss_cl: -0.2792 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [00:59:47.437238] Epoch: [331] [1540/2904] eta: 0:17:14 lr: 0.001629 loss: 0.1771 (0.1903) loss_rec_all: 0.2034 (0.2163) loss_rec_sfr: 0.2578 (0.2786) loss_cl: -0.2798 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [01:00:02.350077] Epoch: [331] [1560/2904] eta: 0:16:59 lr: 0.001629 loss: 0.1820 (0.1903) loss_rec_all: 0.2082 (0.2163) loss_rec_sfr: 0.2669 (0.2788) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [01:00:17.262109] Epoch: [331] [1580/2904] eta: 0:16:44 lr: 0.001629 loss: 0.1827 (0.1904) loss_rec_all: 0.2091 (0.2163) loss_rec_sfr: 0.2569 (0.2789) loss_cl: -0.2784 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [01:00:32.167958] Epoch: [331] [1600/2904] eta: 0:16:28 lr: 0.001629 loss: 0.1800 (0.1904) loss_rec_all: 0.2056 (0.2163) loss_rec_sfr: 0.2572 (0.2791) loss_cl: -0.2782 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [01:00:47.078663] Epoch: [331] [1620/2904] eta: 0:16:13 lr: 0.001629 loss: 0.1809 (0.1904) loss_rec_all: 0.2069 (0.2163) loss_rec_sfr: 0.2649 (0.2793) loss_cl: -0.2793 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [01:01:01.986741] Epoch: [331] [1640/2904] eta: 0:15:58 lr: 0.001629 loss: 0.1823 (0.1904) loss_rec_all: 0.2085 (0.2163) loss_rec_sfr: 0.2620 (0.2792) loss_cl: -0.2792 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [01:01:16.891479] Epoch: [331] [1660/2904] eta: 0:15:42 lr: 0.001629 loss: 0.1770 (0.1903) loss_rec_all: 0.2034 (0.2162) loss_rec_sfr: 0.2277 (0.2788) loss_cl: -0.2795 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [01:01:31.801751] Epoch: [331] [1680/2904] eta: 0:15:27 lr: 0.001629 loss: 0.1785 (0.1902) loss_rec_all: 0.2047 (0.2162) loss_rec_sfr: 0.2546 (0.2786) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [01:01:46.711102] Epoch: [331] [1700/2904] eta: 0:15:12 lr: 0.001629 loss: 0.1759 (0.1902) loss_rec_all: 0.2021 (0.2161) loss_rec_sfr: 0.2596 (0.2785) loss_cl: -0.2788 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [01:02:01.621450] Epoch: [331] [1720/2904] eta: 0:14:56 lr: 0.001629 loss: 0.1831 (0.1901) loss_rec_all: 0.2091 (0.2161) loss_rec_sfr: 0.2564 (0.2783) loss_cl: -0.2784 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [01:02:16.534383] Epoch: [331] [1740/2904] eta: 0:14:41 lr: 0.001629 loss: 0.1777 (0.1901) loss_rec_all: 0.2038 (0.2160) loss_rec_sfr: 0.2626 (0.2783) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [01:02:31.442295] Epoch: [331] [1760/2904] eta: 0:14:26 lr: 0.001629 loss: 0.1757 (0.1900) loss_rec_all: 0.2022 (0.2160) loss_rec_sfr: 0.2227 (0.2781) loss_cl: -0.2788 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [01:02:46.350753] Epoch: [331] [1780/2904] eta: 0:14:10 lr: 0.001629 loss: 0.1789 (0.1900) loss_rec_all: 0.2049 (0.2160) loss_rec_sfr: 0.2665 (0.2781) loss_cl: -0.2790 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [01:03:01.255665] Epoch: [331] [1800/2904] eta: 0:13:55 lr: 0.001629 loss: 0.1781 (0.1900) loss_rec_all: 0.2044 (0.2159) loss_rec_sfr: 0.2527 (0.2779) loss_cl: -0.2800 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [01:03:16.163693] Epoch: [331] [1820/2904] eta: 0:13:40 lr: 0.001629 loss: 0.1786 (0.1900) loss_rec_all: 0.2049 (0.2159) loss_rec_sfr: 0.2646 (0.2781) loss_cl: -0.2791 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [01:03:31.073056] Epoch: [331] [1840/2904] eta: 0:13:25 lr: 0.001629 loss: 0.1778 (0.1899) loss_rec_all: 0.2038 (0.2158) loss_rec_sfr: 0.2635 (0.2777) loss_cl: -0.2801 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [01:03:45.985152] Epoch: [331] [1860/2904] eta: 0:13:09 lr: 0.001629 loss: 0.1786 (0.1899) loss_rec_all: 0.2047 (0.2158) loss_rec_sfr: 0.2625 (0.2777) loss_cl: -0.2786 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [01:04:00.893615] Epoch: [331] [1880/2904] eta: 0:12:54 lr: 0.001629 loss: 0.1801 (0.1898) loss_rec_all: 0.2058 (0.2158) loss_rec_sfr: 0.2373 (0.2776) loss_cl: -0.2788 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [01:04:15.805246] Epoch: [331] [1900/2904] eta: 0:12:39 lr: 0.001629 loss: 0.1768 (0.1898) loss_rec_all: 0.2028 (0.2157) loss_rec_sfr: 0.2650 (0.2775) loss_cl: -0.2783 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [01:04:30.719004] Epoch: [331] [1920/2904] eta: 0:12:24 lr: 0.001629 loss: 0.1777 (0.1897) loss_rec_all: 0.2039 (0.2157) loss_rec_sfr: 0.2525 (0.2773) loss_cl: -0.2792 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [01:04:45.621981] Epoch: [331] [1940/2904] eta: 0:12:08 lr: 0.001628 loss: 0.1844 (0.1898) loss_rec_all: 0.2104 (0.2158) loss_rec_sfr: 0.2595 (0.2775) loss_cl: -0.2792 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [01:05:00.530926] Epoch: [331] [1960/2904] eta: 0:11:53 lr: 0.001628 loss: 0.1779 (0.1898) loss_rec_all: 0.2039 (0.2157) loss_rec_sfr: 0.2655 (0.2775) loss_cl: -0.2792 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [01:05:15.443660] Epoch: [331] [1980/2904] eta: 0:11:38 lr: 0.001628 loss: 0.1808 (0.1898) loss_rec_all: 0.2071 (0.2158) loss_rec_sfr: 0.2700 (0.2777) loss_cl: -0.2799 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [01:05:30.358538] Epoch: [331] [2000/2904] eta: 0:11:23 lr: 0.001628 loss: 0.1796 (0.1898) loss_rec_all: 0.2062 (0.2157) loss_rec_sfr: 0.2548 (0.2775) loss_cl: -0.2796 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [01:05:45.275456] Epoch: [331] [2020/2904] eta: 0:11:07 lr: 0.001628 loss: 0.1791 (0.1898) loss_rec_all: 0.2056 (0.2158) loss_rec_sfr: 0.2589 (0.2776) loss_cl: -0.2792 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [01:06:00.194582] Epoch: [331] [2040/2904] eta: 0:10:52 lr: 0.001628 loss: 0.1802 (0.1898) loss_rec_all: 0.2063 (0.2158) loss_rec_sfr: 0.2609 (0.2777) loss_cl: -0.2787 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [01:06:15.109789] Epoch: [331] [2060/2904] eta: 0:10:37 lr: 0.001628 loss: 0.1760 (0.1897) loss_rec_all: 0.2022 (0.2157) loss_rec_sfr: 0.2582 (0.2775) loss_cl: -0.2794 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [01:06:30.023515] Epoch: [331] [2080/2904] eta: 0:10:22 lr: 0.001628 loss: 0.1806 (0.1897) loss_rec_all: 0.2066 (0.2157) loss_rec_sfr: 0.2644 (0.2776) loss_cl: -0.2789 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [01:06:44.941937] Epoch: [331] [2100/2904] eta: 0:10:07 lr: 0.001628 loss: 0.1769 (0.1896) loss_rec_all: 0.2034 (0.2156) loss_rec_sfr: 0.2537 (0.2772) loss_cl: -0.2779 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [01:06:59.856114] Epoch: [331] [2120/2904] eta: 0:09:52 lr: 0.001628 loss: 0.1799 (0.1896) loss_rec_all: 0.2064 (0.2155) loss_rec_sfr: 0.2617 (0.2770) loss_cl: -0.2783 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [01:07:14.768340] Epoch: [331] [2140/2904] eta: 0:09:36 lr: 0.001628 loss: 0.1823 (0.1896) loss_rec_all: 0.2084 (0.2156) loss_rec_sfr: 0.2651 (0.2772) loss_cl: -0.2792 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [01:07:29.684582] Epoch: [331] [2160/2904] eta: 0:09:21 lr: 0.001628 loss: 0.1790 (0.1896) loss_rec_all: 0.2050 (0.2156) loss_rec_sfr: 0.2629 (0.2773) loss_cl: -0.2792 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [01:07:44.601204] Epoch: [331] [2180/2904] eta: 0:09:06 lr: 0.001628 loss: 0.1882 (0.1898) loss_rec_all: 0.2143 (0.2157) loss_rec_sfr: 0.2749 (0.2778) loss_cl: -0.2790 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [01:07:59.505927] Epoch: [331] [2200/2904] eta: 0:08:51 lr: 0.001628 loss: 0.1817 (0.1898) loss_rec_all: 0.2078 (0.2157) loss_rec_sfr: 0.2585 (0.2778) loss_cl: -0.2790 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [01:08:14.412816] Epoch: [331] [2220/2904] eta: 0:08:36 lr: 0.001628 loss: 0.1791 (0.1898) loss_rec_all: 0.2055 (0.2158) loss_rec_sfr: 0.2508 (0.2778) loss_cl: -0.2793 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [01:08:29.311152] Epoch: [331] [2240/2904] eta: 0:08:21 lr: 0.001628 loss: 0.1830 (0.1899) loss_rec_all: 0.2090 (0.2158) loss_rec_sfr: 0.2685 (0.2779) loss_cl: -0.2790 (-0.2789) time: 0.7449 data: 0.0002 max mem: 29860 [01:08:44.216671] Epoch: [331] [2260/2904] eta: 0:08:05 lr: 0.001628 loss: 0.1757 (0.1899) loss_rec_all: 0.2020 (0.2158) loss_rec_sfr: 0.2527 (0.2779) loss_cl: -0.2786 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [01:08:59.123662] Epoch: [331] [2280/2904] eta: 0:07:50 lr: 0.001628 loss: 0.1796 (0.1899) loss_rec_all: 0.2058 (0.2158) loss_rec_sfr: 0.2505 (0.2779) loss_cl: -0.2788 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [01:09:14.030065] Epoch: [331] [2300/2904] eta: 0:07:35 lr: 0.001628 loss: 0.1796 (0.1898) loss_rec_all: 0.2055 (0.2158) loss_rec_sfr: 0.2582 (0.2778) loss_cl: -0.2791 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [01:09:28.946115] Epoch: [331] [2320/2904] eta: 0:07:20 lr: 0.001628 loss: 0.1794 (0.1898) loss_rec_all: 0.2054 (0.2157) loss_rec_sfr: 0.2538 (0.2777) loss_cl: -0.2799 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [01:09:43.860923] Epoch: [331] [2340/2904] eta: 0:07:05 lr: 0.001628 loss: 0.1771 (0.1898) loss_rec_all: 0.2037 (0.2157) loss_rec_sfr: 0.2568 (0.2776) loss_cl: -0.2797 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [01:09:58.772233] Epoch: [331] [2360/2904] eta: 0:06:50 lr: 0.001628 loss: 0.1788 (0.1897) loss_rec_all: 0.2047 (0.2157) loss_rec_sfr: 0.2682 (0.2776) loss_cl: -0.2784 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [01:10:13.680343] Epoch: [331] [2380/2904] eta: 0:06:35 lr: 0.001628 loss: 0.1758 (0.1897) loss_rec_all: 0.2017 (0.2157) loss_rec_sfr: 0.2597 (0.2776) loss_cl: -0.2772 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [01:10:28.583083] Epoch: [331] [2400/2904] eta: 0:06:20 lr: 0.001628 loss: 0.1812 (0.1897) loss_rec_all: 0.2079 (0.2157) loss_rec_sfr: 0.2551 (0.2776) loss_cl: -0.2786 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [01:10:43.494889] Epoch: [331] [2420/2904] eta: 0:06:04 lr: 0.001628 loss: 0.1789 (0.1897) loss_rec_all: 0.2052 (0.2156) loss_rec_sfr: 0.2512 (0.2774) loss_cl: -0.2792 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [01:10:58.399409] Epoch: [331] [2440/2904] eta: 0:05:49 lr: 0.001628 loss: 0.1836 (0.1896) loss_rec_all: 0.2097 (0.2156) loss_rec_sfr: 0.2548 (0.2771) loss_cl: -0.2797 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [01:11:13.309543] Epoch: [331] [2460/2904] eta: 0:05:34 lr: 0.001628 loss: 0.1816 (0.1896) loss_rec_all: 0.2077 (0.2156) loss_rec_sfr: 0.2587 (0.2770) loss_cl: -0.2795 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [01:11:28.212704] Epoch: [331] [2480/2904] eta: 0:05:19 lr: 0.001628 loss: 0.1835 (0.1897) loss_rec_all: 0.2095 (0.2156) loss_rec_sfr: 0.2643 (0.2772) loss_cl: -0.2790 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [01:11:43.116396] Epoch: [331] [2500/2904] eta: 0:05:04 lr: 0.001628 loss: 0.1808 (0.1897) loss_rec_all: 0.2071 (0.2156) loss_rec_sfr: 0.2621 (0.2772) loss_cl: -0.2789 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [01:11:58.019943] Epoch: [331] [2520/2904] eta: 0:04:49 lr: 0.001628 loss: 0.1777 (0.1896) loss_rec_all: 0.2037 (0.2156) loss_rec_sfr: 0.2580 (0.2771) loss_cl: -0.2799 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [01:12:12.921896] Epoch: [331] [2540/2904] eta: 0:04:34 lr: 0.001628 loss: 0.1845 (0.1897) loss_rec_all: 0.2105 (0.2157) loss_rec_sfr: 0.2694 (0.2775) loss_cl: -0.2789 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [01:12:27.828179] Epoch: [331] [2560/2904] eta: 0:04:19 lr: 0.001628 loss: 0.1779 (0.1897) loss_rec_all: 0.2043 (0.2156) loss_rec_sfr: 0.2583 (0.2773) loss_cl: -0.2782 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [01:12:42.737236] Epoch: [331] [2580/2904] eta: 0:04:04 lr: 0.001627 loss: 0.1842 (0.1897) loss_rec_all: 0.2102 (0.2156) loss_rec_sfr: 0.2600 (0.2772) loss_cl: -0.2781 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [01:12:57.642387] Epoch: [331] [2600/2904] eta: 0:03:49 lr: 0.001627 loss: 0.1815 (0.1896) loss_rec_all: 0.2076 (0.2156) loss_rec_sfr: 0.2310 (0.2769) loss_cl: -0.2786 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [01:13:12.549073] Epoch: [331] [2620/2904] eta: 0:03:33 lr: 0.001627 loss: 0.1797 (0.1896) loss_rec_all: 0.2061 (0.2156) loss_rec_sfr: 0.2577 (0.2769) loss_cl: -0.2792 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [01:13:27.454902] Epoch: [331] [2640/2904] eta: 0:03:18 lr: 0.001627 loss: 0.1809 (0.1896) loss_rec_all: 0.2070 (0.2156) loss_rec_sfr: 0.2602 (0.2768) loss_cl: -0.2793 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [01:13:42.358640] Epoch: [331] [2660/2904] eta: 0:03:03 lr: 0.001627 loss: 0.1763 (0.1896) loss_rec_all: 0.2027 (0.2156) loss_rec_sfr: 0.2600 (0.2768) loss_cl: -0.2800 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [01:13:57.258844] Epoch: [331] [2680/2904] eta: 0:02:48 lr: 0.001627 loss: 0.1767 (0.1896) loss_rec_all: 0.2034 (0.2155) loss_rec_sfr: 0.2607 (0.2766) loss_cl: -0.2796 (-0.2789) time: 0.7450 data: 0.0002 max mem: 29860 [01:14:12.169262] Epoch: [331] [2700/2904] eta: 0:02:33 lr: 0.001627 loss: 0.1757 (0.1895) loss_rec_all: 0.2021 (0.2155) loss_rec_sfr: 0.2586 (0.2765) loss_cl: -0.2796 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [01:14:27.072058] Epoch: [331] [2720/2904] eta: 0:02:18 lr: 0.001627 loss: 0.1785 (0.1895) loss_rec_all: 0.2048 (0.2155) loss_rec_sfr: 0.2243 (0.2765) loss_cl: -0.2785 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [01:14:41.979227] Epoch: [331] [2740/2904] eta: 0:02:03 lr: 0.001627 loss: 0.1788 (0.1895) loss_rec_all: 0.2055 (0.2155) loss_rec_sfr: 0.2578 (0.2765) loss_cl: -0.2787 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [01:14:56.883085] Epoch: [331] [2760/2904] eta: 0:01:48 lr: 0.001627 loss: 0.1776 (0.1895) loss_rec_all: 0.2036 (0.2155) loss_rec_sfr: 0.2499 (0.2764) loss_cl: -0.2790 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [01:15:11.794116] Epoch: [331] [2780/2904] eta: 0:01:33 lr: 0.001627 loss: 0.1782 (0.1895) loss_rec_all: 0.2042 (0.2155) loss_rec_sfr: 0.2613 (0.2764) loss_cl: -0.2793 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [01:15:26.702747] Epoch: [331] [2800/2904] eta: 0:01:18 lr: 0.001627 loss: 0.1801 (0.1895) loss_rec_all: 0.2068 (0.2155) loss_rec_sfr: 0.2337 (0.2764) loss_cl: -0.2795 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [01:15:41.607917] Epoch: [331] [2820/2904] eta: 0:01:03 lr: 0.001627 loss: 0.1801 (0.1895) loss_rec_all: 0.2061 (0.2155) loss_rec_sfr: 0.2587 (0.2763) loss_cl: -0.2786 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [01:15:56.542551] Epoch: [331] [2840/2904] eta: 0:00:48 lr: 0.001627 loss: 0.1806 (0.1895) loss_rec_all: 0.2070 (0.2155) loss_rec_sfr: 0.2512 (0.2763) loss_cl: -0.2786 (-0.2789) time: 0.7467 data: 0.0023 max mem: 29860 [01:16:11.429302] Epoch: [331] [2860/2904] eta: 0:00:33 lr: 0.001627 loss: 0.1834 (0.1895) loss_rec_all: 0.2098 (0.2155) loss_rec_sfr: 0.2610 (0.2763) loss_cl: -0.2795 (-0.2789) time: 0.7443 data: 0.0001 max mem: 29860 [01:16:26.317916] Epoch: [331] [2880/2904] eta: 0:00:18 lr: 0.001627 loss: 0.1773 (0.1895) loss_rec_all: 0.2035 (0.2155) loss_rec_sfr: 0.2580 (0.2763) loss_cl: -0.2793 (-0.2789) time: 0.7444 data: 0.0001 max mem: 29860 [01:16:41.210159] Epoch: [331] [2900/2904] eta: 0:00:03 lr: 0.001627 loss: 0.1837 (0.1895) loss_rec_all: 0.2099 (0.2155) loss_rec_sfr: 0.2508 (0.2762) loss_cl: -0.2786 (-0.2789) time: 0.7446 data: 0.0001 max mem: 29860 [01:16:43.451021] Epoch: [331] [2903/2904] eta: 0:00:00 lr: 0.001627 loss: 0.1824 (0.1895) loss_rec_all: 0.2085 (0.2155) loss_rec_sfr: 0.2478 (0.2762) loss_cl: -0.2786 (-0.2789) time: 0.7446 data: 0.0001 max mem: 29860 [01:16:45.608136] Epoch: [331] Total time: 0:36:27 (0.7533 s / it) [01:16:45.609000] Averaged stats: lr: 0.001627 loss: 0.1824 (0.1922) loss_rec_all: 0.2085 (0.2158) loss_rec_sfr: 0.2478 (0.2778) loss_cl: -0.2786 (-0.2556) [01:16:45.613638] log_dir: ./checkpoint/VF2_ViT-B [01:17:04.745858] Epoch: [332] [ 0/2904] eta: 15:25:58 lr: 0.001627 loss: 0.1852 (0.1852) loss_rec_all: 0.2112 (0.2112) loss_rec_sfr: 0.2660 (0.2660) loss_cl: -0.2784 (-0.2784) time: 19.1316 data: 15.9592 max mem: 29860 [01:17:19.622232] Epoch: [332] [ 20/2904] eta: 1:17:50 lr: 0.001627 loss: 0.1772 (0.1900) loss_rec_all: 0.2039 (0.2159) loss_rec_sfr: 0.2575 (0.2874) loss_cl: -0.2791 (-0.2789) time: 0.7438 data: 0.0002 max mem: 29860 [01:17:34.496017] Epoch: [332] [ 40/2904] eta: 0:56:54 lr: 0.001627 loss: 0.1770 (0.1906) loss_rec_all: 0.2034 (0.2165) loss_rec_sfr: 0.2606 (0.2845) loss_cl: -0.2796 (-0.2792) time: 0.7436 data: 0.0002 max mem: 29860 [01:17:49.377652] Epoch: [332] [ 60/2904] eta: 0:49:32 lr: 0.001627 loss: 0.1796 (0.1905) loss_rec_all: 0.2058 (0.2164) loss_rec_sfr: 0.2569 (0.2845) loss_cl: -0.2795 (-0.2792) time: 0.7440 data: 0.0002 max mem: 29860 [01:18:04.267840] Epoch: [332] [ 80/2904] eta: 0:45:42 lr: 0.001627 loss: 0.1789 (0.1894) loss_rec_all: 0.2050 (0.2153) loss_rec_sfr: 0.2598 (0.2825) loss_cl: -0.2782 (-0.2790) time: 0.7445 data: 0.0002 max mem: 29860 [01:18:19.169530] Epoch: [332] [ 100/2904] eta: 0:43:17 lr: 0.001627 loss: 0.1786 (0.1890) loss_rec_all: 0.2049 (0.2149) loss_rec_sfr: 0.2150 (0.2777) loss_cl: -0.2783 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [01:18:34.081165] Epoch: [332] [ 120/2904] eta: 0:41:35 lr: 0.001627 loss: 0.1863 (0.1888) loss_rec_all: 0.2128 (0.2148) loss_rec_sfr: 0.2555 (0.2752) loss_cl: -0.2790 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [01:18:49.004674] Epoch: [332] [ 140/2904] eta: 0:40:18 lr: 0.001627 loss: 0.1811 (0.1898) loss_rec_all: 0.2076 (0.2158) loss_rec_sfr: 0.2619 (0.2773) loss_cl: -0.2799 (-0.2790) time: 0.7461 data: 0.0002 max mem: 29860 [01:19:03.935023] Epoch: [332] [ 160/2904] eta: 0:39:17 lr: 0.001627 loss: 0.1799 (0.1901) loss_rec_all: 0.2061 (0.2160) loss_rec_sfr: 0.2546 (0.2778) loss_cl: -0.2785 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [01:19:18.858540] Epoch: [332] [ 180/2904] eta: 0:38:26 lr: 0.001627 loss: 0.1774 (0.1894) loss_rec_all: 0.2034 (0.2153) loss_rec_sfr: 0.2566 (0.2765) loss_cl: -0.2785 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [01:19:33.772321] Epoch: [332] [ 200/2904] eta: 0:37:42 lr: 0.001627 loss: 0.1794 (0.1887) loss_rec_all: 0.2054 (0.2147) loss_rec_sfr: 0.2575 (0.2744) loss_cl: -0.2783 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [01:19:48.679458] Epoch: [332] [ 220/2904] eta: 0:37:03 lr: 0.001627 loss: 0.1789 (0.1888) loss_rec_all: 0.2052 (0.2147) loss_rec_sfr: 0.2499 (0.2734) loss_cl: -0.2797 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [01:20:03.593084] Epoch: [332] [ 240/2904] eta: 0:36:28 lr: 0.001627 loss: 0.1783 (0.1886) loss_rec_all: 0.2045 (0.2146) loss_rec_sfr: 0.2576 (0.2730) loss_cl: -0.2800 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [01:20:18.502917] Epoch: [332] [ 260/2904] eta: 0:35:56 lr: 0.001627 loss: 0.1800 (0.1883) loss_rec_all: 0.2059 (0.2143) loss_rec_sfr: 0.2486 (0.2712) loss_cl: -0.2795 (-0.2790) time: 0.7454 data: 0.0002 max mem: 29860 [01:20:33.405015] Epoch: [332] [ 280/2904] eta: 0:35:27 lr: 0.001627 loss: 0.1816 (0.1884) loss_rec_all: 0.2076 (0.2144) loss_rec_sfr: 0.2712 (0.2720) loss_cl: -0.2791 (-0.2790) time: 0.7451 data: 0.0002 max mem: 29860 [01:20:48.313488] Epoch: [332] [ 300/2904] eta: 0:34:59 lr: 0.001626 loss: 0.1776 (0.1883) loss_rec_all: 0.2040 (0.2143) loss_rec_sfr: 0.2572 (0.2720) loss_cl: -0.2785 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [01:21:03.247484] Epoch: [332] [ 320/2904] eta: 0:34:33 lr: 0.001626 loss: 0.1799 (0.1884) loss_rec_all: 0.2063 (0.2143) loss_rec_sfr: 0.2579 (0.2721) loss_cl: -0.2791 (-0.2789) time: 0.7467 data: 0.0002 max mem: 29860 [01:21:18.159989] Epoch: [332] [ 340/2904] eta: 0:34:09 lr: 0.001626 loss: 0.1797 (0.1887) loss_rec_all: 0.2058 (0.2147) loss_rec_sfr: 0.2588 (0.2733) loss_cl: -0.2790 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [01:21:33.067150] Epoch: [332] [ 360/2904] eta: 0:33:45 lr: 0.001626 loss: 0.1792 (0.1890) loss_rec_all: 0.2056 (0.2150) loss_rec_sfr: 0.2519 (0.2741) loss_cl: -0.2786 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [01:21:47.977699] Epoch: [332] [ 380/2904] eta: 0:33:22 lr: 0.001626 loss: 0.1799 (0.1887) loss_rec_all: 0.2062 (0.2147) loss_rec_sfr: 0.2452 (0.2726) loss_cl: -0.2791 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [01:22:02.896255] Epoch: [332] [ 400/2904] eta: 0:33:01 lr: 0.001626 loss: 0.1812 (0.1890) loss_rec_all: 0.2071 (0.2149) loss_rec_sfr: 0.2564 (0.2730) loss_cl: -0.2792 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [01:22:17.805378] Epoch: [332] [ 420/2904] eta: 0:32:39 lr: 0.001626 loss: 0.1803 (0.1892) loss_rec_all: 0.2064 (0.2152) loss_rec_sfr: 0.2615 (0.2741) loss_cl: -0.2793 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [01:22:32.724163] Epoch: [332] [ 440/2904] eta: 0:32:19 lr: 0.001626 loss: 0.1803 (0.1892) loss_rec_all: 0.2064 (0.2152) loss_rec_sfr: 0.2535 (0.2740) loss_cl: -0.2782 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [01:22:47.633348] Epoch: [332] [ 460/2904] eta: 0:31:59 lr: 0.001626 loss: 0.1794 (0.1895) loss_rec_all: 0.2056 (0.2155) loss_rec_sfr: 0.2598 (0.2752) loss_cl: -0.2783 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [01:23:02.544849] Epoch: [332] [ 480/2904] eta: 0:31:39 lr: 0.001626 loss: 0.1807 (0.1894) loss_rec_all: 0.2067 (0.2153) loss_rec_sfr: 0.2522 (0.2744) loss_cl: -0.2791 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [01:23:17.455324] Epoch: [332] [ 500/2904] eta: 0:31:20 lr: 0.001626 loss: 0.1792 (0.1891) loss_rec_all: 0.2053 (0.2150) loss_rec_sfr: 0.2600 (0.2736) loss_cl: -0.2795 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [01:23:32.355878] Epoch: [332] [ 520/2904] eta: 0:31:01 lr: 0.001626 loss: 0.1795 (0.1890) loss_rec_all: 0.2061 (0.2150) loss_rec_sfr: 0.2539 (0.2737) loss_cl: -0.2798 (-0.2789) time: 0.7450 data: 0.0002 max mem: 29860 [01:23:47.262158] Epoch: [332] [ 540/2904] eta: 0:30:42 lr: 0.001626 loss: 0.1826 (0.1893) loss_rec_all: 0.2088 (0.2153) loss_rec_sfr: 0.2731 (0.2751) loss_cl: -0.2795 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [01:24:02.167434] Epoch: [332] [ 560/2904] eta: 0:30:23 lr: 0.001626 loss: 0.1825 (0.1894) loss_rec_all: 0.2088 (0.2153) loss_rec_sfr: 0.2583 (0.2752) loss_cl: -0.2789 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [01:24:17.075497] Epoch: [332] [ 580/2904] eta: 0:30:05 lr: 0.001626 loss: 0.1808 (0.1895) loss_rec_all: 0.2071 (0.2154) loss_rec_sfr: 0.2604 (0.2755) loss_cl: -0.2791 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [01:24:31.981993] Epoch: [332] [ 600/2904] eta: 0:29:47 lr: 0.001626 loss: 0.1846 (0.1898) loss_rec_all: 0.2107 (0.2158) loss_rec_sfr: 0.2679 (0.2770) loss_cl: -0.2792 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [01:24:46.886225] Epoch: [332] [ 620/2904] eta: 0:29:29 lr: 0.001626 loss: 0.1848 (0.1901) loss_rec_all: 0.2107 (0.2161) loss_rec_sfr: 0.2658 (0.2780) loss_cl: -0.2786 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [01:25:01.798558] Epoch: [332] [ 640/2904] eta: 0:29:12 lr: 0.001626 loss: 0.1828 (0.1903) loss_rec_all: 0.2088 (0.2162) loss_rec_sfr: 0.2643 (0.2785) loss_cl: -0.2783 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [01:25:16.704755] Epoch: [332] [ 660/2904] eta: 0:28:54 lr: 0.001626 loss: 0.1860 (0.1903) loss_rec_all: 0.2122 (0.2163) loss_rec_sfr: 0.2638 (0.2789) loss_cl: -0.2793 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [01:25:31.613219] Epoch: [332] [ 680/2904] eta: 0:28:37 lr: 0.001626 loss: 0.1800 (0.1904) loss_rec_all: 0.2062 (0.2164) loss_rec_sfr: 0.2605 (0.2794) loss_cl: -0.2798 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [01:25:46.516670] Epoch: [332] [ 700/2904] eta: 0:28:20 lr: 0.001626 loss: 0.1781 (0.1902) loss_rec_all: 0.2048 (0.2162) loss_rec_sfr: 0.2245 (0.2783) loss_cl: -0.2791 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [01:26:01.420655] Epoch: [332] [ 720/2904] eta: 0:28:03 lr: 0.001626 loss: 0.1833 (0.1903) loss_rec_all: 0.2096 (0.2162) loss_rec_sfr: 0.2495 (0.2785) loss_cl: -0.2793 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [01:26:16.322298] Epoch: [332] [ 740/2904] eta: 0:27:46 lr: 0.001626 loss: 0.1809 (0.1901) loss_rec_all: 0.2065 (0.2161) loss_rec_sfr: 0.2556 (0.2779) loss_cl: -0.2774 (-0.2789) time: 0.7450 data: 0.0002 max mem: 29860 [01:26:31.226371] Epoch: [332] [ 760/2904] eta: 0:27:29 lr: 0.001626 loss: 0.1826 (0.1901) loss_rec_all: 0.2091 (0.2160) loss_rec_sfr: 0.2546 (0.2775) loss_cl: -0.2778 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [01:26:46.132252] Epoch: [332] [ 780/2904] eta: 0:27:13 lr: 0.001626 loss: 0.1795 (0.1899) loss_rec_all: 0.2058 (0.2158) loss_rec_sfr: 0.2529 (0.2767) loss_cl: -0.2790 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [01:27:01.039673] Epoch: [332] [ 800/2904] eta: 0:26:56 lr: 0.001626 loss: 0.1810 (0.1899) loss_rec_all: 0.2076 (0.2158) loss_rec_sfr: 0.2622 (0.2767) loss_cl: -0.2798 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [01:27:15.951912] Epoch: [332] [ 820/2904] eta: 0:26:39 lr: 0.001626 loss: 0.1808 (0.1898) loss_rec_all: 0.2068 (0.2158) loss_rec_sfr: 0.2610 (0.2765) loss_cl: -0.2790 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [01:27:30.859742] Epoch: [332] [ 840/2904] eta: 0:26:23 lr: 0.001626 loss: 0.1803 (0.1899) loss_rec_all: 0.2064 (0.2158) loss_rec_sfr: 0.2546 (0.2766) loss_cl: -0.2795 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [01:27:45.765915] Epoch: [332] [ 860/2904] eta: 0:26:07 lr: 0.001626 loss: 0.1779 (0.1899) loss_rec_all: 0.2038 (0.2158) loss_rec_sfr: 0.2695 (0.2769) loss_cl: -0.2786 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [01:28:00.673653] Epoch: [332] [ 880/2904] eta: 0:25:50 lr: 0.001626 loss: 0.1824 (0.1898) loss_rec_all: 0.2089 (0.2158) loss_rec_sfr: 0.2552 (0.2767) loss_cl: -0.2786 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [01:28:15.585620] Epoch: [332] [ 900/2904] eta: 0:25:34 lr: 0.001626 loss: 0.1764 (0.1896) loss_rec_all: 0.2024 (0.2156) loss_rec_sfr: 0.2581 (0.2762) loss_cl: -0.2794 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [01:28:30.495437] Epoch: [332] [ 920/2904] eta: 0:25:18 lr: 0.001625 loss: 0.1769 (0.1896) loss_rec_all: 0.2030 (0.2156) loss_rec_sfr: 0.2601 (0.2764) loss_cl: -0.2795 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [01:28:45.402538] Epoch: [332] [ 940/2904] eta: 0:25:02 lr: 0.001625 loss: 0.1796 (0.1897) loss_rec_all: 0.2061 (0.2156) loss_rec_sfr: 0.2649 (0.2766) loss_cl: -0.2789 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [01:29:00.310547] Epoch: [332] [ 960/2904] eta: 0:24:46 lr: 0.001625 loss: 0.1781 (0.1898) loss_rec_all: 0.2044 (0.2158) loss_rec_sfr: 0.2638 (0.2772) loss_cl: -0.2780 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [01:29:15.218395] Epoch: [332] [ 980/2904] eta: 0:24:30 lr: 0.001625 loss: 0.1794 (0.1898) loss_rec_all: 0.2053 (0.2157) loss_rec_sfr: 0.2569 (0.2772) loss_cl: -0.2790 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [01:29:30.132173] Epoch: [332] [1000/2904] eta: 0:24:14 lr: 0.001625 loss: 0.1811 (0.1899) loss_rec_all: 0.2074 (0.2159) loss_rec_sfr: 0.2685 (0.2778) loss_cl: -0.2787 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [01:29:45.038401] Epoch: [332] [1020/2904] eta: 0:23:58 lr: 0.001625 loss: 0.1814 (0.1900) loss_rec_all: 0.2079 (0.2160) loss_rec_sfr: 0.2619 (0.2782) loss_cl: -0.2786 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [01:29:59.941994] Epoch: [332] [1040/2904] eta: 0:23:42 lr: 0.001625 loss: 0.1813 (0.1903) loss_rec_all: 0.2076 (0.2162) loss_rec_sfr: 0.2603 (0.2790) loss_cl: -0.2789 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [01:30:14.849901] Epoch: [332] [1060/2904] eta: 0:23:26 lr: 0.001625 loss: 0.1766 (0.1903) loss_rec_all: 0.2026 (0.2162) loss_rec_sfr: 0.2587 (0.2790) loss_cl: -0.2783 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [01:30:29.764555] Epoch: [332] [1080/2904] eta: 0:23:10 lr: 0.001625 loss: 0.1824 (0.1905) loss_rec_all: 0.2083 (0.2164) loss_rec_sfr: 0.2606 (0.2796) loss_cl: -0.2786 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [01:30:44.685269] Epoch: [332] [1100/2904] eta: 0:22:54 lr: 0.001625 loss: 0.1770 (0.1904) loss_rec_all: 0.2034 (0.2164) loss_rec_sfr: 0.2533 (0.2794) loss_cl: -0.2784 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [01:30:59.593786] Epoch: [332] [1120/2904] eta: 0:22:38 lr: 0.001625 loss: 0.1796 (0.1903) loss_rec_all: 0.2056 (0.2163) loss_rec_sfr: 0.2608 (0.2790) loss_cl: -0.2794 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [01:31:14.503750] Epoch: [332] [1140/2904] eta: 0:22:23 lr: 0.001625 loss: 0.1782 (0.1904) loss_rec_all: 0.2045 (0.2163) loss_rec_sfr: 0.2534 (0.2791) loss_cl: -0.2790 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [01:31:29.411197] Epoch: [332] [1160/2904] eta: 0:22:07 lr: 0.001625 loss: 0.1833 (0.1904) loss_rec_all: 0.2095 (0.2163) loss_rec_sfr: 0.2566 (0.2792) loss_cl: -0.2794 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [01:31:44.312974] Epoch: [332] [1180/2904] eta: 0:21:51 lr: 0.001625 loss: 0.1805 (0.1904) loss_rec_all: 0.2067 (0.2163) loss_rec_sfr: 0.2547 (0.2791) loss_cl: -0.2788 (-0.2789) time: 0.7450 data: 0.0002 max mem: 29860 [01:31:59.218378] Epoch: [332] [1200/2904] eta: 0:21:36 lr: 0.001625 loss: 0.1774 (0.1904) loss_rec_all: 0.2036 (0.2163) loss_rec_sfr: 0.2267 (0.2790) loss_cl: -0.2786 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [01:32:14.122997] Epoch: [332] [1220/2904] eta: 0:21:20 lr: 0.001625 loss: 0.1794 (0.1904) loss_rec_all: 0.2059 (0.2163) loss_rec_sfr: 0.2544 (0.2790) loss_cl: -0.2785 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [01:32:29.026807] Epoch: [332] [1240/2904] eta: 0:21:04 lr: 0.001625 loss: 0.1738 (0.1902) loss_rec_all: 0.2002 (0.2161) loss_rec_sfr: 0.2540 (0.2785) loss_cl: -0.2789 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [01:32:43.932660] Epoch: [332] [1260/2904] eta: 0:20:49 lr: 0.001625 loss: 0.1811 (0.1903) loss_rec_all: 0.2075 (0.2162) loss_rec_sfr: 0.2570 (0.2787) loss_cl: -0.2791 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [01:32:58.836682] Epoch: [332] [1280/2904] eta: 0:20:33 lr: 0.001625 loss: 0.1789 (0.1903) loss_rec_all: 0.2049 (0.2163) loss_rec_sfr: 0.2628 (0.2789) loss_cl: -0.2789 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [01:33:13.748018] Epoch: [332] [1300/2904] eta: 0:20:18 lr: 0.001625 loss: 0.1814 (0.1905) loss_rec_all: 0.2078 (0.2164) loss_rec_sfr: 0.2526 (0.2791) loss_cl: -0.2781 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [01:33:28.655259] Epoch: [332] [1320/2904] eta: 0:20:02 lr: 0.001625 loss: 0.1792 (0.1904) loss_rec_all: 0.2053 (0.2163) loss_rec_sfr: 0.2535 (0.2789) loss_cl: -0.2790 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [01:33:43.564639] Epoch: [332] [1340/2904] eta: 0:19:47 lr: 0.001625 loss: 0.1812 (0.1905) loss_rec_all: 0.2073 (0.2164) loss_rec_sfr: 0.2614 (0.2792) loss_cl: -0.2799 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [01:33:58.475679] Epoch: [332] [1360/2904] eta: 0:19:31 lr: 0.001625 loss: 0.1793 (0.1905) loss_rec_all: 0.2059 (0.2164) loss_rec_sfr: 0.2686 (0.2794) loss_cl: -0.2793 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [01:34:13.385003] Epoch: [332] [1380/2904] eta: 0:19:16 lr: 0.001625 loss: 0.1807 (0.1906) loss_rec_all: 0.2070 (0.2165) loss_rec_sfr: 0.2661 (0.2796) loss_cl: -0.2790 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [01:34:28.296355] Epoch: [332] [1400/2904] eta: 0:19:00 lr: 0.001625 loss: 0.1790 (0.1905) loss_rec_all: 0.2054 (0.2164) loss_rec_sfr: 0.2229 (0.2792) loss_cl: -0.2791 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [01:34:43.204536] Epoch: [332] [1420/2904] eta: 0:18:45 lr: 0.001625 loss: 0.1820 (0.1904) loss_rec_all: 0.2079 (0.2164) loss_rec_sfr: 0.2634 (0.2789) loss_cl: -0.2779 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [01:34:58.112682] Epoch: [332] [1440/2904] eta: 0:18:29 lr: 0.001625 loss: 0.1825 (0.1904) loss_rec_all: 0.2086 (0.2164) loss_rec_sfr: 0.2600 (0.2790) loss_cl: -0.2787 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [01:35:13.022247] Epoch: [332] [1460/2904] eta: 0:18:14 lr: 0.001625 loss: 0.1809 (0.1905) loss_rec_all: 0.2068 (0.2165) loss_rec_sfr: 0.2579 (0.2792) loss_cl: -0.2794 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [01:35:27.928391] Epoch: [332] [1480/2904] eta: 0:17:59 lr: 0.001625 loss: 0.1794 (0.1905) loss_rec_all: 0.2055 (0.2164) loss_rec_sfr: 0.2589 (0.2789) loss_cl: -0.2789 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [01:35:42.834112] Epoch: [332] [1500/2904] eta: 0:17:43 lr: 0.001625 loss: 0.1799 (0.1904) loss_rec_all: 0.2059 (0.2164) loss_rec_sfr: 0.2590 (0.2789) loss_cl: -0.2791 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [01:35:57.745161] Epoch: [332] [1520/2904] eta: 0:17:28 lr: 0.001625 loss: 0.1769 (0.1904) loss_rec_all: 0.2029 (0.2163) loss_rec_sfr: 0.2520 (0.2786) loss_cl: -0.2788 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [01:36:12.652769] Epoch: [332] [1540/2904] eta: 0:17:12 lr: 0.001624 loss: 0.1798 (0.1904) loss_rec_all: 0.2060 (0.2163) loss_rec_sfr: 0.2553 (0.2788) loss_cl: -0.2784 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [01:36:27.559877] Epoch: [332] [1560/2904] eta: 0:16:57 lr: 0.001624 loss: 0.1776 (0.1904) loss_rec_all: 0.2036 (0.2163) loss_rec_sfr: 0.2558 (0.2788) loss_cl: -0.2786 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [01:36:42.470413] Epoch: [332] [1580/2904] eta: 0:16:42 lr: 0.001624 loss: 0.1773 (0.1903) loss_rec_all: 0.2039 (0.2163) loss_rec_sfr: 0.2246 (0.2785) loss_cl: -0.2788 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [01:36:57.371983] Epoch: [332] [1600/2904] eta: 0:16:26 lr: 0.001624 loss: 0.1874 (0.1903) loss_rec_all: 0.2136 (0.2163) loss_rec_sfr: 0.2626 (0.2785) loss_cl: -0.2792 (-0.2789) time: 0.7450 data: 0.0002 max mem: 29860 [01:37:12.276735] Epoch: [332] [1620/2904] eta: 0:16:11 lr: 0.001624 loss: 0.1832 (0.1904) loss_rec_all: 0.2090 (0.2163) loss_rec_sfr: 0.2551 (0.2787) loss_cl: -0.2783 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [01:37:27.184399] Epoch: [332] [1640/2904] eta: 0:15:56 lr: 0.001624 loss: 0.1843 (0.1904) loss_rec_all: 0.2103 (0.2163) loss_rec_sfr: 0.2507 (0.2786) loss_cl: -0.2794 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [01:37:42.091537] Epoch: [332] [1660/2904] eta: 0:15:40 lr: 0.001624 loss: 0.1804 (0.1904) loss_rec_all: 0.2065 (0.2163) loss_rec_sfr: 0.2511 (0.2785) loss_cl: -0.2794 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [01:37:56.997749] Epoch: [332] [1680/2904] eta: 0:15:25 lr: 0.001624 loss: 0.1776 (0.1904) loss_rec_all: 0.2036 (0.2163) loss_rec_sfr: 0.2669 (0.2787) loss_cl: -0.2791 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [01:38:11.901346] Epoch: [332] [1700/2904] eta: 0:15:10 lr: 0.001624 loss: 0.1806 (0.1904) loss_rec_all: 0.2066 (0.2163) loss_rec_sfr: 0.2504 (0.2786) loss_cl: -0.2782 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [01:38:26.811828] Epoch: [332] [1720/2904] eta: 0:14:55 lr: 0.001624 loss: 0.1807 (0.1904) loss_rec_all: 0.2066 (0.2163) loss_rec_sfr: 0.2604 (0.2786) loss_cl: -0.2784 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [01:38:41.721350] Epoch: [332] [1740/2904] eta: 0:14:39 lr: 0.001624 loss: 0.1803 (0.1905) loss_rec_all: 0.2063 (0.2164) loss_rec_sfr: 0.2650 (0.2788) loss_cl: -0.2790 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [01:38:56.624702] Epoch: [332] [1760/2904] eta: 0:14:24 lr: 0.001624 loss: 0.1818 (0.1904) loss_rec_all: 0.2080 (0.2163) loss_rec_sfr: 0.2571 (0.2788) loss_cl: -0.2783 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [01:39:11.534847] Epoch: [332] [1780/2904] eta: 0:14:09 lr: 0.001624 loss: 0.1782 (0.1904) loss_rec_all: 0.2044 (0.2163) loss_rec_sfr: 0.2564 (0.2789) loss_cl: -0.2785 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [01:39:26.448135] Epoch: [332] [1800/2904] eta: 0:13:54 lr: 0.001624 loss: 0.1806 (0.1905) loss_rec_all: 0.2068 (0.2165) loss_rec_sfr: 0.2701 (0.2794) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [01:39:41.363215] Epoch: [332] [1820/2904] eta: 0:13:38 lr: 0.001624 loss: 0.1781 (0.1904) loss_rec_all: 0.2043 (0.2164) loss_rec_sfr: 0.2198 (0.2791) loss_cl: -0.2796 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [01:39:56.275278] Epoch: [332] [1840/2904] eta: 0:13:23 lr: 0.001624 loss: 0.1813 (0.1905) loss_rec_all: 0.2074 (0.2164) loss_rec_sfr: 0.2618 (0.2792) loss_cl: -0.2795 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [01:40:11.176914] Epoch: [332] [1860/2904] eta: 0:13:08 lr: 0.001624 loss: 0.1762 (0.1904) loss_rec_all: 0.2021 (0.2163) loss_rec_sfr: 0.2621 (0.2791) loss_cl: -0.2789 (-0.2789) time: 0.7450 data: 0.0002 max mem: 29860 [01:40:26.084836] Epoch: [332] [1880/2904] eta: 0:12:53 lr: 0.001624 loss: 0.1807 (0.1904) loss_rec_all: 0.2071 (0.2163) loss_rec_sfr: 0.2568 (0.2788) loss_cl: -0.2787 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [01:40:40.997264] Epoch: [332] [1900/2904] eta: 0:12:38 lr: 0.001624 loss: 0.1806 (0.1904) loss_rec_all: 0.2066 (0.2163) loss_rec_sfr: 0.2722 (0.2791) loss_cl: -0.2781 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [01:40:55.905974] Epoch: [332] [1920/2904] eta: 0:12:22 lr: 0.001624 loss: 0.1808 (0.1903) loss_rec_all: 0.2069 (0.2163) loss_rec_sfr: 0.2581 (0.2788) loss_cl: -0.2786 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [01:41:10.812584] Epoch: [332] [1940/2904] eta: 0:12:07 lr: 0.001624 loss: 0.1808 (0.1904) loss_rec_all: 0.2068 (0.2163) loss_rec_sfr: 0.2654 (0.2792) loss_cl: -0.2782 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [01:41:25.726017] Epoch: [332] [1960/2904] eta: 0:11:52 lr: 0.001624 loss: 0.1805 (0.1904) loss_rec_all: 0.2064 (0.2163) loss_rec_sfr: 0.2584 (0.2791) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [01:41:40.631981] Epoch: [332] [1980/2904] eta: 0:11:37 lr: 0.001624 loss: 0.1804 (0.1904) loss_rec_all: 0.2065 (0.2163) loss_rec_sfr: 0.2660 (0.2791) loss_cl: -0.2795 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [01:41:55.536655] Epoch: [332] [2000/2904] eta: 0:11:22 lr: 0.001624 loss: 0.1745 (0.1904) loss_rec_all: 0.2010 (0.2163) loss_rec_sfr: 0.2566 (0.2790) loss_cl: -0.2790 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [01:42:10.444088] Epoch: [332] [2020/2904] eta: 0:11:06 lr: 0.001624 loss: 0.1825 (0.1903) loss_rec_all: 0.2088 (0.2163) loss_rec_sfr: 0.2489 (0.2789) loss_cl: -0.2792 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [01:42:25.351307] Epoch: [332] [2040/2904] eta: 0:10:51 lr: 0.001624 loss: 0.1825 (0.1904) loss_rec_all: 0.2087 (0.2163) loss_rec_sfr: 0.2601 (0.2791) loss_cl: -0.2788 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [01:42:40.256746] Epoch: [332] [2060/2904] eta: 0:10:36 lr: 0.001624 loss: 0.1823 (0.1904) loss_rec_all: 0.2085 (0.2164) loss_rec_sfr: 0.2627 (0.2791) loss_cl: -0.2791 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [01:42:55.168598] Epoch: [332] [2080/2904] eta: 0:10:21 lr: 0.001624 loss: 0.1790 (0.1904) loss_rec_all: 0.2055 (0.2163) loss_rec_sfr: 0.2605 (0.2791) loss_cl: -0.2794 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [01:43:10.079766] Epoch: [332] [2100/2904] eta: 0:10:06 lr: 0.001624 loss: 0.1783 (0.1903) loss_rec_all: 0.2042 (0.2163) loss_rec_sfr: 0.2612 (0.2790) loss_cl: -0.2783 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [01:43:24.986132] Epoch: [332] [2120/2904] eta: 0:09:51 lr: 0.001624 loss: 0.1802 (0.1903) loss_rec_all: 0.2065 (0.2163) loss_rec_sfr: 0.2585 (0.2790) loss_cl: -0.2780 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [01:43:39.893871] Epoch: [332] [2140/2904] eta: 0:09:36 lr: 0.001624 loss: 0.1796 (0.1904) loss_rec_all: 0.2059 (0.2163) loss_rec_sfr: 0.2605 (0.2791) loss_cl: -0.2800 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [01:43:54.805531] Epoch: [332] [2160/2904] eta: 0:09:20 lr: 0.001624 loss: 0.1824 (0.1904) loss_rec_all: 0.2088 (0.2164) loss_rec_sfr: 0.2561 (0.2792) loss_cl: -0.2806 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [01:44:09.714181] Epoch: [332] [2180/2904] eta: 0:09:05 lr: 0.001623 loss: 0.1783 (0.1905) loss_rec_all: 0.2044 (0.2164) loss_rec_sfr: 0.2622 (0.2793) loss_cl: -0.2798 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [01:44:24.624637] Epoch: [332] [2200/2904] eta: 0:08:50 lr: 0.001623 loss: 0.1761 (0.1905) loss_rec_all: 0.2022 (0.2164) loss_rec_sfr: 0.2503 (0.2792) loss_cl: -0.2784 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [01:44:39.536763] Epoch: [332] [2220/2904] eta: 0:08:35 lr: 0.001623 loss: 0.1797 (0.1904) loss_rec_all: 0.2059 (0.2163) loss_rec_sfr: 0.2616 (0.2791) loss_cl: -0.2789 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [01:44:54.450011] Epoch: [332] [2240/2904] eta: 0:08:20 lr: 0.001623 loss: 0.1788 (0.1903) loss_rec_all: 0.2053 (0.2163) loss_rec_sfr: 0.2493 (0.2788) loss_cl: -0.2787 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [01:45:09.361208] Epoch: [332] [2260/2904] eta: 0:08:05 lr: 0.001623 loss: 0.1792 (0.1903) loss_rec_all: 0.2055 (0.2163) loss_rec_sfr: 0.2238 (0.2786) loss_cl: -0.2791 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [01:45:24.268893] Epoch: [332] [2280/2904] eta: 0:07:50 lr: 0.001623 loss: 0.1809 (0.1903) loss_rec_all: 0.2071 (0.2163) loss_rec_sfr: 0.2255 (0.2786) loss_cl: -0.2789 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [01:45:39.188661] Epoch: [332] [2300/2904] eta: 0:07:35 lr: 0.001623 loss: 0.1791 (0.1903) loss_rec_all: 0.2050 (0.2162) loss_rec_sfr: 0.2615 (0.2784) loss_cl: -0.2779 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [01:45:54.099304] Epoch: [332] [2320/2904] eta: 0:07:19 lr: 0.001623 loss: 0.1859 (0.1904) loss_rec_all: 0.2119 (0.2163) loss_rec_sfr: 0.2707 (0.2788) loss_cl: -0.2796 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [01:46:09.002439] Epoch: [332] [2340/2904] eta: 0:07:04 lr: 0.001623 loss: 0.1799 (0.1904) loss_rec_all: 0.2062 (0.2163) loss_rec_sfr: 0.2536 (0.2789) loss_cl: -0.2793 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [01:46:23.908761] Epoch: [332] [2360/2904] eta: 0:06:49 lr: 0.001623 loss: 0.1811 (0.1904) loss_rec_all: 0.2072 (0.2163) loss_rec_sfr: 0.2613 (0.2790) loss_cl: -0.2795 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [01:46:38.823360] Epoch: [332] [2380/2904] eta: 0:06:34 lr: 0.001623 loss: 0.1813 (0.1905) loss_rec_all: 0.2075 (0.2164) loss_rec_sfr: 0.2723 (0.2793) loss_cl: -0.2790 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [01:46:53.729174] Epoch: [332] [2400/2904] eta: 0:06:19 lr: 0.001623 loss: 0.1775 (0.1904) loss_rec_all: 0.2038 (0.2164) loss_rec_sfr: 0.2283 (0.2791) loss_cl: -0.2782 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [01:47:08.637571] Epoch: [332] [2420/2904] eta: 0:06:04 lr: 0.001623 loss: 0.1796 (0.1905) loss_rec_all: 0.2056 (0.2164) loss_rec_sfr: 0.2664 (0.2793) loss_cl: -0.2784 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [01:47:23.543004] Epoch: [332] [2440/2904] eta: 0:05:49 lr: 0.001623 loss: 0.1821 (0.1905) loss_rec_all: 0.2084 (0.2164) loss_rec_sfr: 0.2230 (0.2791) loss_cl: -0.2785 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [01:47:38.449468] Epoch: [332] [2460/2904] eta: 0:05:34 lr: 0.001623 loss: 0.1843 (0.1905) loss_rec_all: 0.2104 (0.2165) loss_rec_sfr: 0.2631 (0.2792) loss_cl: -0.2795 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [01:47:53.357225] Epoch: [332] [2480/2904] eta: 0:05:19 lr: 0.001623 loss: 0.1801 (0.1905) loss_rec_all: 0.2063 (0.2165) loss_rec_sfr: 0.2674 (0.2793) loss_cl: -0.2799 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [01:48:08.269269] Epoch: [332] [2500/2904] eta: 0:05:04 lr: 0.001623 loss: 0.1773 (0.1904) loss_rec_all: 0.2034 (0.2164) loss_rec_sfr: 0.2237 (0.2790) loss_cl: -0.2794 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [01:48:23.180138] Epoch: [332] [2520/2904] eta: 0:04:49 lr: 0.001623 loss: 0.1822 (0.1905) loss_rec_all: 0.2080 (0.2164) loss_rec_sfr: 0.2641 (0.2793) loss_cl: -0.2781 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [01:48:38.092646] Epoch: [332] [2540/2904] eta: 0:04:33 lr: 0.001623 loss: 0.1784 (0.1904) loss_rec_all: 0.2045 (0.2164) loss_rec_sfr: 0.2513 (0.2790) loss_cl: -0.2784 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [01:48:53.004695] Epoch: [332] [2560/2904] eta: 0:04:18 lr: 0.001623 loss: 0.1807 (0.1905) loss_rec_all: 0.2070 (0.2164) loss_rec_sfr: 0.2599 (0.2791) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [01:49:07.915202] Epoch: [332] [2580/2904] eta: 0:04:03 lr: 0.001623 loss: 0.1797 (0.1904) loss_rec_all: 0.2061 (0.2164) loss_rec_sfr: 0.2533 (0.2791) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [01:49:22.824373] Epoch: [332] [2600/2904] eta: 0:03:48 lr: 0.001623 loss: 0.1795 (0.1904) loss_rec_all: 0.2057 (0.2163) loss_rec_sfr: 0.2544 (0.2789) loss_cl: -0.2798 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [01:49:37.737338] Epoch: [332] [2620/2904] eta: 0:03:33 lr: 0.001623 loss: 0.1779 (0.1904) loss_rec_all: 0.2044 (0.2163) loss_rec_sfr: 0.2577 (0.2789) loss_cl: -0.2798 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [01:49:52.643055] Epoch: [332] [2640/2904] eta: 0:03:18 lr: 0.001623 loss: 0.1779 (0.1904) loss_rec_all: 0.2040 (0.2163) loss_rec_sfr: 0.2665 (0.2790) loss_cl: -0.2788 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [01:50:07.556089] Epoch: [332] [2660/2904] eta: 0:03:03 lr: 0.001623 loss: 0.1786 (0.1904) loss_rec_all: 0.2047 (0.2163) loss_rec_sfr: 0.2682 (0.2790) loss_cl: -0.2776 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [01:50:22.467078] Epoch: [332] [2680/2904] eta: 0:02:48 lr: 0.001623 loss: 0.1784 (0.1904) loss_rec_all: 0.2045 (0.2163) loss_rec_sfr: 0.2200 (0.2788) loss_cl: -0.2777 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [01:50:37.381599] Epoch: [332] [2700/2904] eta: 0:02:33 lr: 0.001623 loss: 0.1852 (0.1904) loss_rec_all: 0.2113 (0.2163) loss_rec_sfr: 0.2664 (0.2789) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [01:50:52.296762] Epoch: [332] [2720/2904] eta: 0:02:18 lr: 0.001623 loss: 0.1773 (0.1903) loss_rec_all: 0.2033 (0.2163) loss_rec_sfr: 0.2227 (0.2786) loss_cl: -0.2799 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [01:51:07.212091] Epoch: [332] [2740/2904] eta: 0:02:03 lr: 0.001623 loss: 0.1868 (0.1904) loss_rec_all: 0.2128 (0.2163) loss_rec_sfr: 0.2591 (0.2786) loss_cl: -0.2787 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [01:51:22.124412] Epoch: [332] [2760/2904] eta: 0:01:48 lr: 0.001623 loss: 0.1772 (0.1903) loss_rec_all: 0.2032 (0.2162) loss_rec_sfr: 0.2537 (0.2784) loss_cl: -0.2778 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [01:51:37.045493] Epoch: [332] [2780/2904] eta: 0:01:33 lr: 0.001623 loss: 0.1783 (0.1903) loss_rec_all: 0.2045 (0.2162) loss_rec_sfr: 0.2518 (0.2784) loss_cl: -0.2781 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [01:51:51.962489] Epoch: [332] [2800/2904] eta: 0:01:18 lr: 0.001622 loss: 0.1788 (0.1903) loss_rec_all: 0.2052 (0.2162) loss_rec_sfr: 0.2540 (0.2785) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [01:52:06.877547] Epoch: [332] [2820/2904] eta: 0:01:03 lr: 0.001622 loss: 0.1807 (0.1903) loss_rec_all: 0.2068 (0.2163) loss_rec_sfr: 0.2611 (0.2786) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [01:52:21.821607] Epoch: [332] [2840/2904] eta: 0:00:48 lr: 0.001622 loss: 0.1752 (0.1903) loss_rec_all: 0.2019 (0.2162) loss_rec_sfr: 0.2127 (0.2784) loss_cl: -0.2794 (-0.2788) time: 0.7472 data: 0.0023 max mem: 29860 [01:52:36.717017] Epoch: [332] [2860/2904] eta: 0:00:33 lr: 0.001622 loss: 0.1772 (0.1903) loss_rec_all: 0.2034 (0.2162) loss_rec_sfr: 0.2687 (0.2786) loss_cl: -0.2789 (-0.2788) time: 0.7447 data: 0.0001 max mem: 29860 [01:52:51.610337] Epoch: [332] [2880/2904] eta: 0:00:18 lr: 0.001622 loss: 0.1779 (0.1903) loss_rec_all: 0.2038 (0.2162) loss_rec_sfr: 0.2627 (0.2784) loss_cl: -0.2786 (-0.2788) time: 0.7446 data: 0.0001 max mem: 29860 [01:53:06.501642] Epoch: [332] [2900/2904] eta: 0:00:03 lr: 0.001622 loss: 0.1761 (0.1902) loss_rec_all: 0.2026 (0.2161) loss_rec_sfr: 0.2540 (0.2782) loss_cl: -0.2791 (-0.2788) time: 0.7445 data: 0.0001 max mem: 29860 [01:53:08.743094] Epoch: [332] [2903/2904] eta: 0:00:00 lr: 0.001622 loss: 0.1761 (0.1902) loss_rec_all: 0.2026 (0.2161) loss_rec_sfr: 0.2540 (0.2783) loss_cl: -0.2792 (-0.2788) time: 0.7446 data: 0.0001 max mem: 29860 [01:53:10.777492] Epoch: [332] Total time: 0:36:25 (0.7525 s / it) [01:53:10.778343] Averaged stats: lr: 0.001622 loss: 0.1761 (0.1921) loss_rec_all: 0.2026 (0.2157) loss_rec_sfr: 0.2540 (0.2771) loss_cl: -0.2792 (-0.2556) [01:53:10.783189] log_dir: ./checkpoint/VF2_ViT-B [01:53:26.296425] Epoch: [333] [ 0/2904] eta: 12:30:47 lr: 0.001622 loss: 0.1918 (0.1918) loss_rec_all: 0.2178 (0.2178) loss_rec_sfr: 0.2613 (0.2613) loss_cl: -0.2779 (-0.2779) time: 15.5123 data: 11.0586 max mem: 29860 [01:53:42.962200] Epoch: [333] [ 20/2904] eta: 1:13:39 lr: 0.001622 loss: 0.1749 (0.1836) loss_rec_all: 0.2011 (0.2097) loss_rec_sfr: 0.2221 (0.2514) loss_cl: -0.2789 (-0.2786) time: 0.8332 data: 0.0002 max mem: 29860 [01:53:57.832377] Epoch: [333] [ 40/2904] eta: 0:54:46 lr: 0.001622 loss: 0.1795 (0.1870) loss_rec_all: 0.2054 (0.2130) loss_rec_sfr: 0.2549 (0.2640) loss_cl: -0.2784 (-0.2783) time: 0.7435 data: 0.0002 max mem: 29860 [01:54:12.714567] Epoch: [333] [ 60/2904] eta: 0:48:07 lr: 0.001622 loss: 0.1761 (0.1846) loss_rec_all: 0.2023 (0.2106) loss_rec_sfr: 0.2539 (0.2606) loss_cl: -0.2795 (-0.2787) time: 0.7441 data: 0.0002 max mem: 29860 [01:54:27.600591] Epoch: [333] [ 80/2904] eta: 0:44:38 lr: 0.001622 loss: 0.1773 (0.1858) loss_rec_all: 0.2040 (0.2119) loss_rec_sfr: 0.2551 (0.2658) loss_cl: -0.2798 (-0.2790) time: 0.7443 data: 0.0002 max mem: 29860 [01:54:42.498228] Epoch: [333] [ 100/2904] eta: 0:42:26 lr: 0.001622 loss: 0.1832 (0.1873) loss_rec_all: 0.2092 (0.2133) loss_rec_sfr: 0.2655 (0.2703) loss_cl: -0.2791 (-0.2790) time: 0.7448 data: 0.0002 max mem: 29860 [01:54:57.408693] Epoch: [333] [ 120/2904] eta: 0:40:53 lr: 0.001622 loss: 0.1798 (0.1882) loss_rec_all: 0.2059 (0.2142) loss_rec_sfr: 0.2610 (0.2747) loss_cl: -0.2782 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [01:55:12.316471] Epoch: [333] [ 140/2904] eta: 0:39:42 lr: 0.001622 loss: 0.1785 (0.1887) loss_rec_all: 0.2044 (0.2146) loss_rec_sfr: 0.2651 (0.2763) loss_cl: -0.2780 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [01:55:27.246428] Epoch: [333] [ 160/2904] eta: 0:38:45 lr: 0.001622 loss: 0.1759 (0.1884) loss_rec_all: 0.2024 (0.2143) loss_rec_sfr: 0.2611 (0.2759) loss_cl: -0.2785 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [01:55:42.149396] Epoch: [333] [ 180/2904] eta: 0:37:57 lr: 0.001622 loss: 0.1773 (0.1879) loss_rec_all: 0.2035 (0.2139) loss_rec_sfr: 0.2469 (0.2737) loss_cl: -0.2792 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [01:55:57.211843] Epoch: [333] [ 200/2904] eta: 0:37:18 lr: 0.001622 loss: 0.1852 (0.1889) loss_rec_all: 0.2116 (0.2149) loss_rec_sfr: 0.2619 (0.2760) loss_cl: -0.2798 (-0.2789) time: 0.7531 data: 0.0002 max mem: 29860 [01:56:12.123455] Epoch: [333] [ 220/2904] eta: 0:36:42 lr: 0.001622 loss: 0.1770 (0.1890) loss_rec_all: 0.2036 (0.2150) loss_rec_sfr: 0.2488 (0.2766) loss_cl: -0.2802 (-0.2790) time: 0.7455 data: 0.0002 max mem: 29860 [01:56:27.033275] Epoch: [333] [ 240/2904] eta: 0:36:09 lr: 0.001622 loss: 0.1790 (0.1891) loss_rec_all: 0.2049 (0.2151) loss_rec_sfr: 0.2546 (0.2768) loss_cl: -0.2786 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [01:56:41.940674] Epoch: [333] [ 260/2904] eta: 0:35:38 lr: 0.001622 loss: 0.1794 (0.1892) loss_rec_all: 0.2057 (0.2151) loss_rec_sfr: 0.2707 (0.2771) loss_cl: -0.2782 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [01:56:56.851869] Epoch: [333] [ 280/2904] eta: 0:35:10 lr: 0.001622 loss: 0.1808 (0.1893) loss_rec_all: 0.2068 (0.2153) loss_rec_sfr: 0.2544 (0.2771) loss_cl: -0.2787 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [01:57:11.765974] Epoch: [333] [ 300/2904] eta: 0:34:44 lr: 0.001622 loss: 0.1801 (0.1896) loss_rec_all: 0.2062 (0.2155) loss_rec_sfr: 0.2591 (0.2779) loss_cl: -0.2799 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [01:57:26.691529] Epoch: [333] [ 320/2904] eta: 0:34:19 lr: 0.001622 loss: 0.1810 (0.1898) loss_rec_all: 0.2073 (0.2157) loss_rec_sfr: 0.2628 (0.2784) loss_cl: -0.2791 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [01:57:41.602187] Epoch: [333] [ 340/2904] eta: 0:33:56 lr: 0.001622 loss: 0.1789 (0.1898) loss_rec_all: 0.2050 (0.2157) loss_rec_sfr: 0.2549 (0.2784) loss_cl: -0.2783 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [01:57:56.505442] Epoch: [333] [ 360/2904] eta: 0:33:33 lr: 0.001622 loss: 0.1851 (0.1900) loss_rec_all: 0.2111 (0.2159) loss_rec_sfr: 0.2637 (0.2791) loss_cl: -0.2780 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [01:58:11.412098] Epoch: [333] [ 380/2904] eta: 0:33:11 lr: 0.001622 loss: 0.1757 (0.1896) loss_rec_all: 0.2019 (0.2156) loss_rec_sfr: 0.2519 (0.2778) loss_cl: -0.2785 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [01:58:26.326298] Epoch: [333] [ 400/2904] eta: 0:32:50 lr: 0.001622 loss: 0.1783 (0.1896) loss_rec_all: 0.2048 (0.2155) loss_rec_sfr: 0.2598 (0.2773) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [01:58:41.236912] Epoch: [333] [ 420/2904] eta: 0:32:29 lr: 0.001622 loss: 0.1821 (0.1896) loss_rec_all: 0.2083 (0.2155) loss_rec_sfr: 0.2588 (0.2772) loss_cl: -0.2795 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [01:58:56.146151] Epoch: [333] [ 440/2904] eta: 0:32:09 lr: 0.001622 loss: 0.1776 (0.1892) loss_rec_all: 0.2040 (0.2152) loss_rec_sfr: 0.2501 (0.2759) loss_cl: -0.2791 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [01:59:11.055498] Epoch: [333] [ 460/2904] eta: 0:31:49 lr: 0.001622 loss: 0.1778 (0.1893) loss_rec_all: 0.2042 (0.2152) loss_rec_sfr: 0.2295 (0.2761) loss_cl: -0.2789 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [01:59:25.965433] Epoch: [333] [ 480/2904] eta: 0:31:30 lr: 0.001622 loss: 0.1767 (0.1890) loss_rec_all: 0.2028 (0.2150) loss_rec_sfr: 0.2614 (0.2755) loss_cl: -0.2792 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [01:59:40.871099] Epoch: [333] [ 500/2904] eta: 0:31:11 lr: 0.001622 loss: 0.1804 (0.1890) loss_rec_all: 0.2067 (0.2149) loss_rec_sfr: 0.2501 (0.2751) loss_cl: -0.2807 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [01:59:55.784085] Epoch: [333] [ 520/2904] eta: 0:30:53 lr: 0.001621 loss: 0.1834 (0.1888) loss_rec_all: 0.2096 (0.2148) loss_rec_sfr: 0.2568 (0.2748) loss_cl: -0.2796 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [02:00:10.697118] Epoch: [333] [ 540/2904] eta: 0:30:34 lr: 0.001621 loss: 0.1822 (0.1891) loss_rec_all: 0.2084 (0.2150) loss_rec_sfr: 0.2694 (0.2759) loss_cl: -0.2788 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [02:00:25.603151] Epoch: [333] [ 560/2904] eta: 0:30:16 lr: 0.001621 loss: 0.1780 (0.1889) loss_rec_all: 0.2038 (0.2148) loss_rec_sfr: 0.2562 (0.2752) loss_cl: -0.2781 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [02:00:40.509972] Epoch: [333] [ 580/2904] eta: 0:29:58 lr: 0.001621 loss: 0.1811 (0.1889) loss_rec_all: 0.2072 (0.2149) loss_rec_sfr: 0.2522 (0.2750) loss_cl: -0.2781 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [02:00:55.420915] Epoch: [333] [ 600/2904] eta: 0:29:41 lr: 0.001621 loss: 0.1791 (0.1888) loss_rec_all: 0.2054 (0.2148) loss_rec_sfr: 0.2600 (0.2749) loss_cl: -0.2793 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [02:01:10.328877] Epoch: [333] [ 620/2904] eta: 0:29:23 lr: 0.001621 loss: 0.1797 (0.1890) loss_rec_all: 0.2059 (0.2150) loss_rec_sfr: 0.2560 (0.2756) loss_cl: -0.2799 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [02:01:25.240916] Epoch: [333] [ 640/2904] eta: 0:29:06 lr: 0.001621 loss: 0.1773 (0.1891) loss_rec_all: 0.2039 (0.2150) loss_rec_sfr: 0.2558 (0.2757) loss_cl: -0.2781 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [02:01:40.153239] Epoch: [333] [ 660/2904] eta: 0:28:49 lr: 0.001621 loss: 0.1801 (0.1892) loss_rec_all: 0.2063 (0.2152) loss_rec_sfr: 0.2579 (0.2760) loss_cl: -0.2794 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [02:01:55.062619] Epoch: [333] [ 680/2904] eta: 0:28:32 lr: 0.001621 loss: 0.1805 (0.1894) loss_rec_all: 0.2063 (0.2153) loss_rec_sfr: 0.2587 (0.2766) loss_cl: -0.2788 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [02:02:09.970836] Epoch: [333] [ 700/2904] eta: 0:28:15 lr: 0.001621 loss: 0.1833 (0.1897) loss_rec_all: 0.2093 (0.2157) loss_rec_sfr: 0.2646 (0.2779) loss_cl: -0.2795 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [02:02:24.877095] Epoch: [333] [ 720/2904] eta: 0:27:58 lr: 0.001621 loss: 0.1810 (0.1898) loss_rec_all: 0.2068 (0.2157) loss_rec_sfr: 0.2597 (0.2776) loss_cl: -0.2796 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [02:02:39.787440] Epoch: [333] [ 740/2904] eta: 0:27:41 lr: 0.001621 loss: 0.1775 (0.1897) loss_rec_all: 0.2036 (0.2156) loss_rec_sfr: 0.2312 (0.2773) loss_cl: -0.2792 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [02:02:54.699016] Epoch: [333] [ 760/2904] eta: 0:27:25 lr: 0.001621 loss: 0.1781 (0.1897) loss_rec_all: 0.2040 (0.2156) loss_rec_sfr: 0.2578 (0.2770) loss_cl: -0.2784 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [02:03:09.612189] Epoch: [333] [ 780/2904] eta: 0:27:08 lr: 0.001621 loss: 0.1792 (0.1898) loss_rec_all: 0.2054 (0.2157) loss_rec_sfr: 0.2672 (0.2775) loss_cl: -0.2792 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [02:03:24.524759] Epoch: [333] [ 800/2904] eta: 0:26:52 lr: 0.001621 loss: 0.1830 (0.1898) loss_rec_all: 0.2092 (0.2157) loss_rec_sfr: 0.2655 (0.2776) loss_cl: -0.2793 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [02:03:39.433622] Epoch: [333] [ 820/2904] eta: 0:26:35 lr: 0.001621 loss: 0.1777 (0.1898) loss_rec_all: 0.2042 (0.2158) loss_rec_sfr: 0.2565 (0.2777) loss_cl: -0.2784 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [02:03:54.336642] Epoch: [333] [ 840/2904] eta: 0:26:19 lr: 0.001621 loss: 0.1799 (0.1897) loss_rec_all: 0.2059 (0.2157) loss_rec_sfr: 0.2584 (0.2775) loss_cl: -0.2781 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [02:04:09.246745] Epoch: [333] [ 860/2904] eta: 0:26:03 lr: 0.001621 loss: 0.1841 (0.1898) loss_rec_all: 0.2103 (0.2157) loss_rec_sfr: 0.2560 (0.2777) loss_cl: -0.2792 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [02:04:24.154568] Epoch: [333] [ 880/2904] eta: 0:25:46 lr: 0.001621 loss: 0.1840 (0.1899) loss_rec_all: 0.2100 (0.2158) loss_rec_sfr: 0.2598 (0.2780) loss_cl: -0.2791 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [02:04:39.068430] Epoch: [333] [ 900/2904] eta: 0:25:30 lr: 0.001621 loss: 0.1794 (0.1897) loss_rec_all: 0.2057 (0.2157) loss_rec_sfr: 0.2484 (0.2777) loss_cl: -0.2787 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [02:04:53.975849] Epoch: [333] [ 920/2904] eta: 0:25:14 lr: 0.001621 loss: 0.1779 (0.1897) loss_rec_all: 0.2043 (0.2156) loss_rec_sfr: 0.2542 (0.2774) loss_cl: -0.2780 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [02:05:08.886109] Epoch: [333] [ 940/2904] eta: 0:24:58 lr: 0.001621 loss: 0.1808 (0.1896) loss_rec_all: 0.2068 (0.2156) loss_rec_sfr: 0.2294 (0.2769) loss_cl: -0.2791 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [02:05:23.797775] Epoch: [333] [ 960/2904] eta: 0:24:42 lr: 0.001621 loss: 0.1791 (0.1895) loss_rec_all: 0.2054 (0.2155) loss_rec_sfr: 0.2620 (0.2764) loss_cl: -0.2792 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [02:05:38.706564] Epoch: [333] [ 980/2904] eta: 0:24:26 lr: 0.001621 loss: 0.1788 (0.1894) loss_rec_all: 0.2052 (0.2154) loss_rec_sfr: 0.2567 (0.2758) loss_cl: -0.2787 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [02:05:53.610560] Epoch: [333] [1000/2904] eta: 0:24:10 lr: 0.001621 loss: 0.1781 (0.1892) loss_rec_all: 0.2040 (0.2152) loss_rec_sfr: 0.2552 (0.2753) loss_cl: -0.2786 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [02:06:08.519346] Epoch: [333] [1020/2904] eta: 0:23:55 lr: 0.001621 loss: 0.1849 (0.1895) loss_rec_all: 0.2110 (0.2155) loss_rec_sfr: 0.2583 (0.2763) loss_cl: -0.2781 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [02:06:23.424147] Epoch: [333] [1040/2904] eta: 0:23:39 lr: 0.001621 loss: 0.1783 (0.1895) loss_rec_all: 0.2043 (0.2155) loss_rec_sfr: 0.2648 (0.2765) loss_cl: -0.2783 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [02:06:38.332449] Epoch: [333] [1060/2904] eta: 0:23:23 lr: 0.001621 loss: 0.1793 (0.1895) loss_rec_all: 0.2057 (0.2154) loss_rec_sfr: 0.2552 (0.2765) loss_cl: -0.2795 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [02:06:53.240555] Epoch: [333] [1080/2904] eta: 0:23:07 lr: 0.001621 loss: 0.1813 (0.1895) loss_rec_all: 0.2072 (0.2155) loss_rec_sfr: 0.2582 (0.2767) loss_cl: -0.2793 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [02:07:08.146481] Epoch: [333] [1100/2904] eta: 0:22:51 lr: 0.001621 loss: 0.1806 (0.1898) loss_rec_all: 0.2064 (0.2157) loss_rec_sfr: 0.2644 (0.2775) loss_cl: -0.2787 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [02:07:23.056372] Epoch: [333] [1120/2904] eta: 0:22:36 lr: 0.001621 loss: 0.1803 (0.1897) loss_rec_all: 0.2067 (0.2157) loss_rec_sfr: 0.2600 (0.2773) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [02:07:37.961904] Epoch: [333] [1140/2904] eta: 0:22:20 lr: 0.001620 loss: 0.1808 (0.1897) loss_rec_all: 0.2070 (0.2156) loss_rec_sfr: 0.2611 (0.2772) loss_cl: -0.2786 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [02:07:52.874090] Epoch: [333] [1160/2904] eta: 0:22:04 lr: 0.001620 loss: 0.1807 (0.1897) loss_rec_all: 0.2067 (0.2156) loss_rec_sfr: 0.2588 (0.2774) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [02:08:07.781730] Epoch: [333] [1180/2904] eta: 0:21:49 lr: 0.001620 loss: 0.1792 (0.1897) loss_rec_all: 0.2052 (0.2157) loss_rec_sfr: 0.2571 (0.2777) loss_cl: -0.2785 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [02:08:22.689693] Epoch: [333] [1200/2904] eta: 0:21:33 lr: 0.001620 loss: 0.1760 (0.1897) loss_rec_all: 0.2020 (0.2157) loss_rec_sfr: 0.2514 (0.2777) loss_cl: -0.2789 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [02:08:37.600369] Epoch: [333] [1220/2904] eta: 0:21:18 lr: 0.001620 loss: 0.1850 (0.1898) loss_rec_all: 0.2111 (0.2158) loss_rec_sfr: 0.2571 (0.2777) loss_cl: -0.2794 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [02:08:52.505294] Epoch: [333] [1240/2904] eta: 0:21:02 lr: 0.001620 loss: 0.1784 (0.1899) loss_rec_all: 0.2048 (0.2158) loss_rec_sfr: 0.2589 (0.2778) loss_cl: -0.2792 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [02:09:07.413816] Epoch: [333] [1260/2904] eta: 0:20:47 lr: 0.001620 loss: 0.1801 (0.1898) loss_rec_all: 0.2064 (0.2158) loss_rec_sfr: 0.2596 (0.2777) loss_cl: -0.2789 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [02:09:22.317366] Epoch: [333] [1280/2904] eta: 0:20:31 lr: 0.001620 loss: 0.1778 (0.1897) loss_rec_all: 0.2039 (0.2156) loss_rec_sfr: 0.2548 (0.2772) loss_cl: -0.2783 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [02:09:37.221230] Epoch: [333] [1300/2904] eta: 0:20:16 lr: 0.001620 loss: 0.1851 (0.1899) loss_rec_all: 0.2111 (0.2158) loss_rec_sfr: 0.2691 (0.2778) loss_cl: -0.2784 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [02:09:52.126162] Epoch: [333] [1320/2904] eta: 0:20:00 lr: 0.001620 loss: 0.1754 (0.1898) loss_rec_all: 0.2018 (0.2157) loss_rec_sfr: 0.2193 (0.2771) loss_cl: -0.2785 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [02:10:07.033656] Epoch: [333] [1340/2904] eta: 0:19:45 lr: 0.001620 loss: 0.1782 (0.1897) loss_rec_all: 0.2042 (0.2156) loss_rec_sfr: 0.2544 (0.2768) loss_cl: -0.2792 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [02:10:21.943187] Epoch: [333] [1360/2904] eta: 0:19:29 lr: 0.001620 loss: 0.1780 (0.1896) loss_rec_all: 0.2044 (0.2156) loss_rec_sfr: 0.2529 (0.2766) loss_cl: -0.2795 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [02:10:36.854696] Epoch: [333] [1380/2904] eta: 0:19:14 lr: 0.001620 loss: 0.1813 (0.1898) loss_rec_all: 0.2072 (0.2157) loss_rec_sfr: 0.2647 (0.2773) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [02:10:51.761565] Epoch: [333] [1400/2904] eta: 0:18:58 lr: 0.001620 loss: 0.1827 (0.1898) loss_rec_all: 0.2089 (0.2158) loss_rec_sfr: 0.2584 (0.2773) loss_cl: -0.2789 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [02:11:06.669549] Epoch: [333] [1420/2904] eta: 0:18:43 lr: 0.001620 loss: 0.1792 (0.1898) loss_rec_all: 0.2054 (0.2157) loss_rec_sfr: 0.2540 (0.2771) loss_cl: -0.2779 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [02:11:21.574959] Epoch: [333] [1440/2904] eta: 0:18:28 lr: 0.001620 loss: 0.1784 (0.1897) loss_rec_all: 0.2048 (0.2157) loss_rec_sfr: 0.2617 (0.2769) loss_cl: -0.2790 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [02:11:36.482154] Epoch: [333] [1460/2904] eta: 0:18:12 lr: 0.001620 loss: 0.1762 (0.1897) loss_rec_all: 0.2025 (0.2157) loss_rec_sfr: 0.2533 (0.2769) loss_cl: -0.2794 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [02:11:51.386399] Epoch: [333] [1480/2904] eta: 0:17:57 lr: 0.001620 loss: 0.1799 (0.1898) loss_rec_all: 0.2058 (0.2158) loss_rec_sfr: 0.2619 (0.2773) loss_cl: -0.2794 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [02:12:06.292703] Epoch: [333] [1500/2904] eta: 0:17:42 lr: 0.001620 loss: 0.1798 (0.1898) loss_rec_all: 0.2059 (0.2158) loss_rec_sfr: 0.2442 (0.2771) loss_cl: -0.2793 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [02:12:21.198964] Epoch: [333] [1520/2904] eta: 0:17:26 lr: 0.001620 loss: 0.1829 (0.1899) loss_rec_all: 0.2088 (0.2158) loss_rec_sfr: 0.2623 (0.2772) loss_cl: -0.2784 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [02:12:36.107489] Epoch: [333] [1540/2904] eta: 0:17:11 lr: 0.001620 loss: 0.1820 (0.1899) loss_rec_all: 0.2079 (0.2158) loss_rec_sfr: 0.2562 (0.2772) loss_cl: -0.2779 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [02:12:51.014061] Epoch: [333] [1560/2904] eta: 0:16:56 lr: 0.001620 loss: 0.1780 (0.1899) loss_rec_all: 0.2045 (0.2159) loss_rec_sfr: 0.2638 (0.2775) loss_cl: -0.2793 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [02:13:05.921247] Epoch: [333] [1580/2904] eta: 0:16:40 lr: 0.001620 loss: 0.1786 (0.1900) loss_rec_all: 0.2049 (0.2159) loss_rec_sfr: 0.2505 (0.2775) loss_cl: -0.2797 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [02:13:20.830957] Epoch: [333] [1600/2904] eta: 0:16:25 lr: 0.001620 loss: 0.1773 (0.1899) loss_rec_all: 0.2032 (0.2158) loss_rec_sfr: 0.2197 (0.2771) loss_cl: -0.2788 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [02:13:35.741150] Epoch: [333] [1620/2904] eta: 0:16:10 lr: 0.001620 loss: 0.1820 (0.1899) loss_rec_all: 0.2080 (0.2159) loss_rec_sfr: 0.2714 (0.2774) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [02:13:50.653801] Epoch: [333] [1640/2904] eta: 0:15:54 lr: 0.001620 loss: 0.1827 (0.1900) loss_rec_all: 0.2089 (0.2159) loss_rec_sfr: 0.2654 (0.2777) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [02:14:05.556917] Epoch: [333] [1660/2904] eta: 0:15:39 lr: 0.001620 loss: 0.1804 (0.1900) loss_rec_all: 0.2066 (0.2159) loss_rec_sfr: 0.2620 (0.2777) loss_cl: -0.2790 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [02:14:20.464051] Epoch: [333] [1680/2904] eta: 0:15:24 lr: 0.001620 loss: 0.1834 (0.1899) loss_rec_all: 0.2091 (0.2159) loss_rec_sfr: 0.2666 (0.2777) loss_cl: -0.2789 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [02:14:35.368576] Epoch: [333] [1700/2904] eta: 0:15:09 lr: 0.001620 loss: 0.1818 (0.1900) loss_rec_all: 0.2075 (0.2159) loss_rec_sfr: 0.2633 (0.2778) loss_cl: -0.2784 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [02:14:50.276853] Epoch: [333] [1720/2904] eta: 0:14:53 lr: 0.001620 loss: 0.1799 (0.1899) loss_rec_all: 0.2058 (0.2159) loss_rec_sfr: 0.2588 (0.2777) loss_cl: -0.2780 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [02:15:05.182955] Epoch: [333] [1740/2904] eta: 0:14:38 lr: 0.001620 loss: 0.1800 (0.1899) loss_rec_all: 0.2061 (0.2159) loss_rec_sfr: 0.2577 (0.2776) loss_cl: -0.2789 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [02:15:20.087409] Epoch: [333] [1760/2904] eta: 0:14:23 lr: 0.001619 loss: 0.1795 (0.1899) loss_rec_all: 0.2059 (0.2158) loss_rec_sfr: 0.2503 (0.2775) loss_cl: -0.2796 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [02:15:34.990416] Epoch: [333] [1780/2904] eta: 0:14:08 lr: 0.001619 loss: 0.1799 (0.1900) loss_rec_all: 0.2061 (0.2159) loss_rec_sfr: 0.2655 (0.2779) loss_cl: -0.2786 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [02:15:49.897140] Epoch: [333] [1800/2904] eta: 0:13:53 lr: 0.001619 loss: 0.1829 (0.1901) loss_rec_all: 0.2088 (0.2160) loss_rec_sfr: 0.2672 (0.2782) loss_cl: -0.2779 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [02:16:04.802279] Epoch: [333] [1820/2904] eta: 0:13:37 lr: 0.001619 loss: 0.1815 (0.1901) loss_rec_all: 0.2080 (0.2160) loss_rec_sfr: 0.2532 (0.2782) loss_cl: -0.2795 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [02:16:19.706104] Epoch: [333] [1840/2904] eta: 0:13:22 lr: 0.001619 loss: 0.1810 (0.1901) loss_rec_all: 0.2070 (0.2161) loss_rec_sfr: 0.2680 (0.2783) loss_cl: -0.2794 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [02:16:34.607393] Epoch: [333] [1860/2904] eta: 0:13:07 lr: 0.001619 loss: 0.1795 (0.1901) loss_rec_all: 0.2053 (0.2160) loss_rec_sfr: 0.2544 (0.2783) loss_cl: -0.2792 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [02:16:49.510655] Epoch: [333] [1880/2904] eta: 0:12:52 lr: 0.001619 loss: 0.1773 (0.1900) loss_rec_all: 0.2037 (0.2160) loss_rec_sfr: 0.2249 (0.2781) loss_cl: -0.2789 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [02:17:04.416473] Epoch: [333] [1900/2904] eta: 0:12:37 lr: 0.001619 loss: 0.1800 (0.1900) loss_rec_all: 0.2064 (0.2160) loss_rec_sfr: 0.2563 (0.2780) loss_cl: -0.2797 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [02:17:19.329049] Epoch: [333] [1920/2904] eta: 0:12:21 lr: 0.001619 loss: 0.1835 (0.1900) loss_rec_all: 0.2096 (0.2160) loss_rec_sfr: 0.2662 (0.2781) loss_cl: -0.2796 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [02:17:34.236710] Epoch: [333] [1940/2904] eta: 0:12:06 lr: 0.001619 loss: 0.1791 (0.1900) loss_rec_all: 0.2054 (0.2160) loss_rec_sfr: 0.2678 (0.2781) loss_cl: -0.2789 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [02:17:49.137301] Epoch: [333] [1960/2904] eta: 0:11:51 lr: 0.001619 loss: 0.1793 (0.1900) loss_rec_all: 0.2057 (0.2159) loss_rec_sfr: 0.2597 (0.2779) loss_cl: -0.2792 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [02:18:04.044181] Epoch: [333] [1980/2904] eta: 0:11:36 lr: 0.001619 loss: 0.1791 (0.1900) loss_rec_all: 0.2050 (0.2159) loss_rec_sfr: 0.2631 (0.2780) loss_cl: -0.2798 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [02:18:18.951223] Epoch: [333] [2000/2904] eta: 0:11:21 lr: 0.001619 loss: 0.1807 (0.1900) loss_rec_all: 0.2065 (0.2159) loss_rec_sfr: 0.2509 (0.2779) loss_cl: -0.2789 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [02:18:33.857787] Epoch: [333] [2020/2904] eta: 0:11:06 lr: 0.001619 loss: 0.1768 (0.1899) loss_rec_all: 0.2029 (0.2159) loss_rec_sfr: 0.2648 (0.2780) loss_cl: -0.2783 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [02:18:48.766695] Epoch: [333] [2040/2904] eta: 0:10:51 lr: 0.001619 loss: 0.1799 (0.1899) loss_rec_all: 0.2057 (0.2158) loss_rec_sfr: 0.2500 (0.2778) loss_cl: -0.2782 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [02:19:03.674344] Epoch: [333] [2060/2904] eta: 0:10:35 lr: 0.001619 loss: 0.1783 (0.1900) loss_rec_all: 0.2045 (0.2159) loss_rec_sfr: 0.2623 (0.2780) loss_cl: -0.2783 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [02:19:18.577901] Epoch: [333] [2080/2904] eta: 0:10:20 lr: 0.001619 loss: 0.1749 (0.1898) loss_rec_all: 0.2012 (0.2158) loss_rec_sfr: 0.2232 (0.2776) loss_cl: -0.2798 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [02:19:33.478596] Epoch: [333] [2100/2904] eta: 0:10:05 lr: 0.001619 loss: 0.1794 (0.1899) loss_rec_all: 0.2055 (0.2158) loss_rec_sfr: 0.2603 (0.2777) loss_cl: -0.2796 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [02:19:48.384670] Epoch: [333] [2120/2904] eta: 0:09:50 lr: 0.001619 loss: 0.1823 (0.1899) loss_rec_all: 0.2083 (0.2158) loss_rec_sfr: 0.2568 (0.2778) loss_cl: -0.2781 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [02:20:03.292825] Epoch: [333] [2140/2904] eta: 0:09:35 lr: 0.001619 loss: 0.1796 (0.1899) loss_rec_all: 0.2056 (0.2158) loss_rec_sfr: 0.2642 (0.2778) loss_cl: -0.2796 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [02:20:18.201257] Epoch: [333] [2160/2904] eta: 0:09:20 lr: 0.001619 loss: 0.1802 (0.1899) loss_rec_all: 0.2067 (0.2158) loss_rec_sfr: 0.2515 (0.2779) loss_cl: -0.2801 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [02:20:33.112068] Epoch: [333] [2180/2904] eta: 0:09:05 lr: 0.001619 loss: 0.1763 (0.1899) loss_rec_all: 0.2027 (0.2158) loss_rec_sfr: 0.2544 (0.2778) loss_cl: -0.2792 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [02:20:48.021280] Epoch: [333] [2200/2904] eta: 0:08:50 lr: 0.001619 loss: 0.1806 (0.1899) loss_rec_all: 0.2065 (0.2158) loss_rec_sfr: 0.2565 (0.2778) loss_cl: -0.2787 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [02:21:02.926422] Epoch: [333] [2220/2904] eta: 0:08:34 lr: 0.001619 loss: 0.1795 (0.1899) loss_rec_all: 0.2055 (0.2158) loss_rec_sfr: 0.2581 (0.2778) loss_cl: -0.2790 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [02:21:17.840705] Epoch: [333] [2240/2904] eta: 0:08:19 lr: 0.001619 loss: 0.1793 (0.1898) loss_rec_all: 0.2052 (0.2158) loss_rec_sfr: 0.2601 (0.2777) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [02:21:32.749229] Epoch: [333] [2260/2904] eta: 0:08:04 lr: 0.001619 loss: 0.1799 (0.1899) loss_rec_all: 0.2065 (0.2158) loss_rec_sfr: 0.2632 (0.2778) loss_cl: -0.2783 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [02:21:47.654124] Epoch: [333] [2280/2904] eta: 0:07:49 lr: 0.001619 loss: 0.1874 (0.1899) loss_rec_all: 0.2135 (0.2158) loss_rec_sfr: 0.2587 (0.2779) loss_cl: -0.2791 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [02:22:02.558878] Epoch: [333] [2300/2904] eta: 0:07:34 lr: 0.001619 loss: 0.1775 (0.1899) loss_rec_all: 0.2037 (0.2158) loss_rec_sfr: 0.2559 (0.2778) loss_cl: -0.2790 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [02:22:17.466722] Epoch: [333] [2320/2904] eta: 0:07:19 lr: 0.001619 loss: 0.1814 (0.1899) loss_rec_all: 0.2074 (0.2158) loss_rec_sfr: 0.2530 (0.2776) loss_cl: -0.2790 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [02:22:32.377759] Epoch: [333] [2340/2904] eta: 0:07:04 lr: 0.001619 loss: 0.1816 (0.1899) loss_rec_all: 0.2076 (0.2159) loss_rec_sfr: 0.2654 (0.2779) loss_cl: -0.2783 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [02:22:47.280844] Epoch: [333] [2360/2904] eta: 0:06:49 lr: 0.001619 loss: 0.1759 (0.1899) loss_rec_all: 0.2027 (0.2158) loss_rec_sfr: 0.2542 (0.2778) loss_cl: -0.2796 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [02:23:02.186383] Epoch: [333] [2380/2904] eta: 0:06:34 lr: 0.001619 loss: 0.1803 (0.1899) loss_rec_all: 0.2064 (0.2159) loss_rec_sfr: 0.2607 (0.2779) loss_cl: -0.2791 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [02:23:17.083928] Epoch: [333] [2400/2904] eta: 0:06:19 lr: 0.001618 loss: 0.1803 (0.1899) loss_rec_all: 0.2061 (0.2159) loss_rec_sfr: 0.2642 (0.2781) loss_cl: -0.2783 (-0.2788) time: 0.7448 data: 0.0002 max mem: 29860 [02:23:31.988042] Epoch: [333] [2420/2904] eta: 0:06:04 lr: 0.001618 loss: 0.1783 (0.1899) loss_rec_all: 0.2043 (0.2158) loss_rec_sfr: 0.2457 (0.2778) loss_cl: -0.2778 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [02:23:46.892869] Epoch: [333] [2440/2904] eta: 0:05:48 lr: 0.001618 loss: 0.1801 (0.1899) loss_rec_all: 0.2063 (0.2159) loss_rec_sfr: 0.2230 (0.2779) loss_cl: -0.2778 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [02:24:01.799902] Epoch: [333] [2460/2904] eta: 0:05:33 lr: 0.001618 loss: 0.1766 (0.1898) loss_rec_all: 0.2026 (0.2158) loss_rec_sfr: 0.2578 (0.2777) loss_cl: -0.2793 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [02:24:16.706462] Epoch: [333] [2480/2904] eta: 0:05:18 lr: 0.001618 loss: 0.1765 (0.1898) loss_rec_all: 0.2029 (0.2157) loss_rec_sfr: 0.2578 (0.2775) loss_cl: -0.2789 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [02:24:31.615237] Epoch: [333] [2500/2904] eta: 0:05:03 lr: 0.001618 loss: 0.1816 (0.1899) loss_rec_all: 0.2076 (0.2158) loss_rec_sfr: 0.2622 (0.2778) loss_cl: -0.2787 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [02:24:46.519104] Epoch: [333] [2520/2904] eta: 0:04:48 lr: 0.001618 loss: 0.1800 (0.1898) loss_rec_all: 0.2061 (0.2158) loss_rec_sfr: 0.2577 (0.2776) loss_cl: -0.2788 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [02:25:01.426478] Epoch: [333] [2540/2904] eta: 0:04:33 lr: 0.001618 loss: 0.1882 (0.1899) loss_rec_all: 0.2144 (0.2159) loss_rec_sfr: 0.2650 (0.2778) loss_cl: -0.2784 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [02:25:16.337840] Epoch: [333] [2560/2904] eta: 0:04:18 lr: 0.001618 loss: 0.1881 (0.1900) loss_rec_all: 0.2143 (0.2160) loss_rec_sfr: 0.2608 (0.2782) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [02:25:31.247841] Epoch: [333] [2580/2904] eta: 0:04:03 lr: 0.001618 loss: 0.1743 (0.1900) loss_rec_all: 0.2006 (0.2160) loss_rec_sfr: 0.2025 (0.2780) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [02:25:46.154966] Epoch: [333] [2600/2904] eta: 0:03:48 lr: 0.001618 loss: 0.1771 (0.1900) loss_rec_all: 0.2031 (0.2159) loss_rec_sfr: 0.2259 (0.2777) loss_cl: -0.2794 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [02:26:01.059688] Epoch: [333] [2620/2904] eta: 0:03:33 lr: 0.001618 loss: 0.1832 (0.1900) loss_rec_all: 0.2090 (0.2159) loss_rec_sfr: 0.2681 (0.2778) loss_cl: -0.2795 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [02:26:15.966726] Epoch: [333] [2640/2904] eta: 0:03:18 lr: 0.001618 loss: 0.1819 (0.1900) loss_rec_all: 0.2082 (0.2160) loss_rec_sfr: 0.2678 (0.2779) loss_cl: -0.2796 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [02:26:30.869286] Epoch: [333] [2660/2904] eta: 0:03:03 lr: 0.001618 loss: 0.1799 (0.1900) loss_rec_all: 0.2063 (0.2160) loss_rec_sfr: 0.2690 (0.2780) loss_cl: -0.2787 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [02:26:45.773770] Epoch: [333] [2680/2904] eta: 0:02:48 lr: 0.001618 loss: 0.1796 (0.1900) loss_rec_all: 0.2060 (0.2160) loss_rec_sfr: 0.2619 (0.2779) loss_cl: -0.2779 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [02:27:00.678993] Epoch: [333] [2700/2904] eta: 0:02:33 lr: 0.001618 loss: 0.1799 (0.1901) loss_rec_all: 0.2059 (0.2160) loss_rec_sfr: 0.2640 (0.2781) loss_cl: -0.2795 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [02:27:15.591450] Epoch: [333] [2720/2904] eta: 0:02:18 lr: 0.001618 loss: 0.1769 (0.1900) loss_rec_all: 0.2032 (0.2159) loss_rec_sfr: 0.2279 (0.2779) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [02:27:30.501634] Epoch: [333] [2740/2904] eta: 0:02:03 lr: 0.001618 loss: 0.1762 (0.1899) loss_rec_all: 0.2027 (0.2159) loss_rec_sfr: 0.2583 (0.2778) loss_cl: -0.2793 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [02:27:45.398716] Epoch: [333] [2760/2904] eta: 0:01:48 lr: 0.001618 loss: 0.1795 (0.1899) loss_rec_all: 0.2061 (0.2159) loss_rec_sfr: 0.2689 (0.2778) loss_cl: -0.2790 (-0.2788) time: 0.7448 data: 0.0002 max mem: 29860 [02:28:00.303208] Epoch: [333] [2780/2904] eta: 0:01:33 lr: 0.001618 loss: 0.1802 (0.1899) loss_rec_all: 0.2068 (0.2159) loss_rec_sfr: 0.2609 (0.2778) loss_cl: -0.2788 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [02:28:15.205036] Epoch: [333] [2800/2904] eta: 0:01:18 lr: 0.001618 loss: 0.1813 (0.1899) loss_rec_all: 0.2071 (0.2159) loss_rec_sfr: 0.2594 (0.2777) loss_cl: -0.2789 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [02:28:30.114694] Epoch: [333] [2820/2904] eta: 0:01:03 lr: 0.001618 loss: 0.1785 (0.1899) loss_rec_all: 0.2046 (0.2159) loss_rec_sfr: 0.2600 (0.2777) loss_cl: -0.2787 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [02:28:45.052455] Epoch: [333] [2840/2904] eta: 0:00:48 lr: 0.001618 loss: 0.1794 (0.1899) loss_rec_all: 0.2058 (0.2159) loss_rec_sfr: 0.2534 (0.2777) loss_cl: -0.2791 (-0.2788) time: 0.7468 data: 0.0023 max mem: 29860 [02:28:59.944958] Epoch: [333] [2860/2904] eta: 0:00:33 lr: 0.001618 loss: 0.1853 (0.1900) loss_rec_all: 0.2114 (0.2159) loss_rec_sfr: 0.2678 (0.2779) loss_cl: -0.2784 (-0.2788) time: 0.7446 data: 0.0001 max mem: 29860 [02:29:14.836442] Epoch: [333] [2880/2904] eta: 0:00:18 lr: 0.001618 loss: 0.1825 (0.1900) loss_rec_all: 0.2082 (0.2160) loss_rec_sfr: 0.2655 (0.2780) loss_cl: -0.2778 (-0.2788) time: 0.7445 data: 0.0001 max mem: 29860 [02:29:29.719527] Epoch: [333] [2900/2904] eta: 0:00:03 lr: 0.001618 loss: 0.1794 (0.1900) loss_rec_all: 0.2056 (0.2160) loss_rec_sfr: 0.2550 (0.2782) loss_cl: -0.2782 (-0.2788) time: 0.7441 data: 0.0001 max mem: 29860 [02:29:31.960097] Epoch: [333] [2903/2904] eta: 0:00:00 lr: 0.001618 loss: 0.1788 (0.1901) loss_rec_all: 0.2051 (0.2160) loss_rec_sfr: 0.2550 (0.2782) loss_cl: -0.2782 (-0.2788) time: 0.7442 data: 0.0001 max mem: 29860 [02:29:34.069545] Epoch: [333] Total time: 0:36:23 (0.7518 s / it) [02:29:34.073814] Averaged stats: lr: 0.001618 loss: 0.1788 (0.1920) loss_rec_all: 0.2051 (0.2156) loss_rec_sfr: 0.2550 (0.2773) loss_cl: -0.2782 (-0.2556) [02:29:34.080657] log_dir: ./checkpoint/VF2_ViT-B [02:29:52.125269] Epoch: [334] [ 0/2904] eta: 14:33:19 lr: 0.001618 loss: 0.1816 (0.1816) loss_rec_all: 0.2076 (0.2076) loss_rec_sfr: 0.2740 (0.2740) loss_cl: -0.2790 (-0.2790) time: 18.0439 data: 16.7026 max mem: 29860 [02:30:07.004350] Epoch: [334] [ 20/2904] eta: 1:15:21 lr: 0.001618 loss: 0.1886 (0.2029) loss_rec_all: 0.2146 (0.2285) loss_rec_sfr: 0.2644 (0.3249) loss_cl: -0.2790 (-0.2790) time: 0.7439 data: 0.0002 max mem: 29860 [02:30:21.875223] Epoch: [334] [ 40/2904] eta: 0:55:38 lr: 0.001618 loss: 0.1776 (0.1937) loss_rec_all: 0.2035 (0.2195) loss_rec_sfr: 0.2635 (0.2929) loss_cl: -0.2789 (-0.2790) time: 0.7435 data: 0.0002 max mem: 29860 [02:30:36.753267] Epoch: [334] [ 60/2904] eta: 0:48:41 lr: 0.001618 loss: 0.1802 (0.1944) loss_rec_all: 0.2063 (0.2202) loss_rec_sfr: 0.2546 (0.2912) loss_cl: -0.2787 (-0.2788) time: 0.7439 data: 0.0002 max mem: 29860 [02:30:51.637964] Epoch: [334] [ 80/2904] eta: 0:45:03 lr: 0.001618 loss: 0.1779 (0.1924) loss_rec_all: 0.2040 (0.2183) loss_rec_sfr: 0.2450 (0.2858) loss_cl: -0.2792 (-0.2789) time: 0.7442 data: 0.0002 max mem: 29860 [02:31:06.531960] Epoch: [334] [ 100/2904] eta: 0:42:46 lr: 0.001618 loss: 0.1814 (0.1914) loss_rec_all: 0.2075 (0.2174) loss_rec_sfr: 0.2506 (0.2813) loss_cl: -0.2795 (-0.2790) time: 0.7447 data: 0.0002 max mem: 29860 [02:31:21.443302] Epoch: [334] [ 120/2904] eta: 0:41:10 lr: 0.001617 loss: 0.1864 (0.1917) loss_rec_all: 0.2123 (0.2176) loss_rec_sfr: 0.2612 (0.2821) loss_cl: -0.2790 (-0.2790) time: 0.7455 data: 0.0002 max mem: 29860 [02:31:36.383862] Epoch: [334] [ 140/2904] eta: 0:39:57 lr: 0.001617 loss: 0.1822 (0.1916) loss_rec_all: 0.2084 (0.2176) loss_rec_sfr: 0.2560 (0.2818) loss_cl: -0.2784 (-0.2789) time: 0.7470 data: 0.0002 max mem: 29860 [02:31:51.299931] Epoch: [334] [ 160/2904] eta: 0:38:58 lr: 0.001617 loss: 0.1761 (0.1914) loss_rec_all: 0.2023 (0.2173) loss_rec_sfr: 0.2597 (0.2826) loss_cl: -0.2790 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [02:32:06.208356] Epoch: [334] [ 180/2904] eta: 0:38:09 lr: 0.001617 loss: 0.1753 (0.1906) loss_rec_all: 0.2015 (0.2165) loss_rec_sfr: 0.2262 (0.2799) loss_cl: -0.2789 (-0.2790) time: 0.7454 data: 0.0002 max mem: 29860 [02:32:21.128671] Epoch: [334] [ 200/2904] eta: 0:37:27 lr: 0.001617 loss: 0.1790 (0.1897) loss_rec_all: 0.2054 (0.2156) loss_rec_sfr: 0.2286 (0.2761) loss_cl: -0.2787 (-0.2790) time: 0.7460 data: 0.0002 max mem: 29860 [02:32:36.042009] Epoch: [334] [ 220/2904] eta: 0:36:49 lr: 0.001617 loss: 0.1788 (0.1895) loss_rec_all: 0.2054 (0.2155) loss_rec_sfr: 0.2512 (0.2752) loss_cl: -0.2797 (-0.2790) time: 0.7456 data: 0.0002 max mem: 29860 [02:32:50.950095] Epoch: [334] [ 240/2904] eta: 0:36:16 lr: 0.001617 loss: 0.1750 (0.1888) loss_rec_all: 0.2013 (0.2148) loss_rec_sfr: 0.2507 (0.2733) loss_cl: -0.2790 (-0.2790) time: 0.7454 data: 0.0002 max mem: 29860 [02:33:05.857682] Epoch: [334] [ 260/2904] eta: 0:35:45 lr: 0.001617 loss: 0.1775 (0.1885) loss_rec_all: 0.2039 (0.2145) loss_rec_sfr: 0.2579 (0.2730) loss_cl: -0.2782 (-0.2790) time: 0.7453 data: 0.0002 max mem: 29860 [02:33:20.765686] Epoch: [334] [ 280/2904] eta: 0:35:16 lr: 0.001617 loss: 0.1789 (0.1885) loss_rec_all: 0.2052 (0.2145) loss_rec_sfr: 0.2601 (0.2738) loss_cl: -0.2784 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [02:33:35.670402] Epoch: [334] [ 300/2904] eta: 0:34:49 lr: 0.001617 loss: 0.1788 (0.1884) loss_rec_all: 0.2048 (0.2144) loss_rec_sfr: 0.2601 (0.2739) loss_cl: -0.2790 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [02:33:50.605817] Epoch: [334] [ 320/2904] eta: 0:34:24 lr: 0.001617 loss: 0.1808 (0.1883) loss_rec_all: 0.2069 (0.2143) loss_rec_sfr: 0.2574 (0.2732) loss_cl: -0.2798 (-0.2790) time: 0.7467 data: 0.0002 max mem: 29860 [02:34:05.520228] Epoch: [334] [ 340/2904] eta: 0:34:00 lr: 0.001617 loss: 0.1788 (0.1887) loss_rec_all: 0.2047 (0.2147) loss_rec_sfr: 0.2696 (0.2750) loss_cl: -0.2791 (-0.2790) time: 0.7457 data: 0.0002 max mem: 29860 [02:34:20.431301] Epoch: [334] [ 360/2904] eta: 0:33:37 lr: 0.001617 loss: 0.1798 (0.1886) loss_rec_all: 0.2059 (0.2146) loss_rec_sfr: 0.2584 (0.2747) loss_cl: -0.2790 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [02:34:35.337518] Epoch: [334] [ 380/2904] eta: 0:33:15 lr: 0.001617 loss: 0.1769 (0.1883) loss_rec_all: 0.2032 (0.2143) loss_rec_sfr: 0.2127 (0.2733) loss_cl: -0.2789 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [02:34:50.245979] Epoch: [334] [ 400/2904] eta: 0:32:54 lr: 0.001617 loss: 0.1781 (0.1883) loss_rec_all: 0.2043 (0.2143) loss_rec_sfr: 0.2594 (0.2733) loss_cl: -0.2796 (-0.2790) time: 0.7454 data: 0.0002 max mem: 29860 [02:35:05.157075] Epoch: [334] [ 420/2904] eta: 0:32:33 lr: 0.001617 loss: 0.1785 (0.1884) loss_rec_all: 0.2046 (0.2143) loss_rec_sfr: 0.2622 (0.2742) loss_cl: -0.2791 (-0.2790) time: 0.7455 data: 0.0002 max mem: 29860 [02:35:20.062209] Epoch: [334] [ 440/2904] eta: 0:32:13 lr: 0.001617 loss: 0.1797 (0.1883) loss_rec_all: 0.2058 (0.2143) loss_rec_sfr: 0.2650 (0.2744) loss_cl: -0.2789 (-0.2790) time: 0.7452 data: 0.0002 max mem: 29860 [02:35:34.968949] Epoch: [334] [ 460/2904] eta: 0:31:53 lr: 0.001617 loss: 0.1791 (0.1885) loss_rec_all: 0.2053 (0.2145) loss_rec_sfr: 0.2588 (0.2745) loss_cl: -0.2789 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [02:35:49.878525] Epoch: [334] [ 480/2904] eta: 0:31:33 lr: 0.001617 loss: 0.1793 (0.1884) loss_rec_all: 0.2056 (0.2144) loss_rec_sfr: 0.2558 (0.2739) loss_cl: -0.2783 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [02:36:04.789203] Epoch: [334] [ 500/2904] eta: 0:31:14 lr: 0.001617 loss: 0.1809 (0.1886) loss_rec_all: 0.2068 (0.2146) loss_rec_sfr: 0.2575 (0.2745) loss_cl: -0.2784 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [02:36:19.695862] Epoch: [334] [ 520/2904] eta: 0:30:55 lr: 0.001617 loss: 0.1790 (0.1887) loss_rec_all: 0.2050 (0.2147) loss_rec_sfr: 0.2608 (0.2749) loss_cl: -0.2786 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [02:36:34.605007] Epoch: [334] [ 540/2904] eta: 0:30:37 lr: 0.001617 loss: 0.1773 (0.1885) loss_rec_all: 0.2035 (0.2144) loss_rec_sfr: 0.2530 (0.2738) loss_cl: -0.2795 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [02:36:49.510443] Epoch: [334] [ 560/2904] eta: 0:30:19 lr: 0.001617 loss: 0.1812 (0.1887) loss_rec_all: 0.2075 (0.2147) loss_rec_sfr: 0.2703 (0.2747) loss_cl: -0.2787 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [02:37:04.423594] Epoch: [334] [ 580/2904] eta: 0:30:01 lr: 0.001617 loss: 0.1816 (0.1888) loss_rec_all: 0.2076 (0.2147) loss_rec_sfr: 0.2595 (0.2750) loss_cl: -0.2784 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [02:37:19.331621] Epoch: [334] [ 600/2904] eta: 0:29:43 lr: 0.001617 loss: 0.1857 (0.1888) loss_rec_all: 0.2119 (0.2148) loss_rec_sfr: 0.2517 (0.2746) loss_cl: -0.2792 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [02:37:34.247660] Epoch: [334] [ 620/2904] eta: 0:29:25 lr: 0.001617 loss: 0.1780 (0.1888) loss_rec_all: 0.2041 (0.2147) loss_rec_sfr: 0.2654 (0.2747) loss_cl: -0.2796 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [02:37:49.163069] Epoch: [334] [ 640/2904] eta: 0:29:08 lr: 0.001617 loss: 0.1801 (0.1888) loss_rec_all: 0.2062 (0.2148) loss_rec_sfr: 0.2665 (0.2749) loss_cl: -0.2792 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [02:38:04.077005] Epoch: [334] [ 660/2904] eta: 0:28:51 lr: 0.001617 loss: 0.1782 (0.1887) loss_rec_all: 0.2042 (0.2147) loss_rec_sfr: 0.2578 (0.2746) loss_cl: -0.2789 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [02:38:18.987706] Epoch: [334] [ 680/2904] eta: 0:28:34 lr: 0.001617 loss: 0.1752 (0.1885) loss_rec_all: 0.2014 (0.2145) loss_rec_sfr: 0.2293 (0.2737) loss_cl: -0.2779 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [02:38:33.903051] Epoch: [334] [ 700/2904] eta: 0:28:17 lr: 0.001617 loss: 0.1806 (0.1885) loss_rec_all: 0.2066 (0.2145) loss_rec_sfr: 0.2555 (0.2734) loss_cl: -0.2794 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [02:38:48.812259] Epoch: [334] [ 720/2904] eta: 0:28:00 lr: 0.001617 loss: 0.1793 (0.1884) loss_rec_all: 0.2056 (0.2144) loss_rec_sfr: 0.2480 (0.2732) loss_cl: -0.2794 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [02:39:03.717346] Epoch: [334] [ 740/2904] eta: 0:27:43 lr: 0.001616 loss: 0.1774 (0.1884) loss_rec_all: 0.2035 (0.2144) loss_rec_sfr: 0.2546 (0.2729) loss_cl: -0.2799 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [02:39:18.622609] Epoch: [334] [ 760/2904] eta: 0:27:26 lr: 0.001616 loss: 0.1780 (0.1886) loss_rec_all: 0.2045 (0.2145) loss_rec_sfr: 0.2696 (0.2735) loss_cl: -0.2791 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [02:39:33.529537] Epoch: [334] [ 780/2904] eta: 0:27:10 lr: 0.001616 loss: 0.1776 (0.1885) loss_rec_all: 0.2036 (0.2145) loss_rec_sfr: 0.2557 (0.2734) loss_cl: -0.2785 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [02:39:48.432626] Epoch: [334] [ 800/2904] eta: 0:26:53 lr: 0.001616 loss: 0.1784 (0.1886) loss_rec_all: 0.2045 (0.2145) loss_rec_sfr: 0.2623 (0.2735) loss_cl: -0.2781 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [02:40:03.342038] Epoch: [334] [ 820/2904] eta: 0:26:37 lr: 0.001616 loss: 0.1814 (0.1889) loss_rec_all: 0.2074 (0.2149) loss_rec_sfr: 0.2685 (0.2749) loss_cl: -0.2780 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [02:40:18.249345] Epoch: [334] [ 840/2904] eta: 0:26:20 lr: 0.001616 loss: 0.1777 (0.1888) loss_rec_all: 0.2036 (0.2148) loss_rec_sfr: 0.2567 (0.2748) loss_cl: -0.2789 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [02:40:33.158313] Epoch: [334] [ 860/2904] eta: 0:26:04 lr: 0.001616 loss: 0.1748 (0.1887) loss_rec_all: 0.2013 (0.2147) loss_rec_sfr: 0.2126 (0.2744) loss_cl: -0.2784 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [02:40:48.072043] Epoch: [334] [ 880/2904] eta: 0:25:48 lr: 0.001616 loss: 0.1746 (0.1885) loss_rec_all: 0.2012 (0.2145) loss_rec_sfr: 0.2580 (0.2735) loss_cl: -0.2790 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [02:41:02.980024] Epoch: [334] [ 900/2904] eta: 0:25:32 lr: 0.001616 loss: 0.1821 (0.1885) loss_rec_all: 0.2080 (0.2145) loss_rec_sfr: 0.2541 (0.2734) loss_cl: -0.2791 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [02:41:17.888006] Epoch: [334] [ 920/2904] eta: 0:25:16 lr: 0.001616 loss: 0.1796 (0.1885) loss_rec_all: 0.2063 (0.2145) loss_rec_sfr: 0.2529 (0.2732) loss_cl: -0.2787 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [02:41:32.797863] Epoch: [334] [ 940/2904] eta: 0:24:59 lr: 0.001616 loss: 0.1761 (0.1884) loss_rec_all: 0.2022 (0.2144) loss_rec_sfr: 0.2619 (0.2729) loss_cl: -0.2794 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [02:41:47.705069] Epoch: [334] [ 960/2904] eta: 0:24:43 lr: 0.001616 loss: 0.1764 (0.1883) loss_rec_all: 0.2023 (0.2143) loss_rec_sfr: 0.2606 (0.2729) loss_cl: -0.2789 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [02:42:02.612412] Epoch: [334] [ 980/2904] eta: 0:24:27 lr: 0.001616 loss: 0.1817 (0.1885) loss_rec_all: 0.2077 (0.2145) loss_rec_sfr: 0.2568 (0.2733) loss_cl: -0.2783 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [02:42:17.528156] Epoch: [334] [1000/2904] eta: 0:24:12 lr: 0.001616 loss: 0.1787 (0.1884) loss_rec_all: 0.2049 (0.2143) loss_rec_sfr: 0.2567 (0.2729) loss_cl: -0.2793 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [02:42:32.437465] Epoch: [334] [1020/2904] eta: 0:23:56 lr: 0.001616 loss: 0.1794 (0.1884) loss_rec_all: 0.2053 (0.2144) loss_rec_sfr: 0.2595 (0.2730) loss_cl: -0.2795 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [02:42:47.346100] Epoch: [334] [1040/2904] eta: 0:23:40 lr: 0.001616 loss: 0.1779 (0.1884) loss_rec_all: 0.2043 (0.2144) loss_rec_sfr: 0.2445 (0.2731) loss_cl: -0.2792 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [02:43:02.250336] Epoch: [334] [1060/2904] eta: 0:23:24 lr: 0.001616 loss: 0.1775 (0.1884) loss_rec_all: 0.2040 (0.2143) loss_rec_sfr: 0.2548 (0.2729) loss_cl: -0.2786 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [02:43:17.156274] Epoch: [334] [1080/2904] eta: 0:23:08 lr: 0.001616 loss: 0.1821 (0.1885) loss_rec_all: 0.2086 (0.2145) loss_rec_sfr: 0.2595 (0.2733) loss_cl: -0.2785 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [02:43:32.062725] Epoch: [334] [1100/2904] eta: 0:22:52 lr: 0.001616 loss: 0.1777 (0.1885) loss_rec_all: 0.2043 (0.2145) loss_rec_sfr: 0.2520 (0.2731) loss_cl: -0.2788 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [02:43:46.969027] Epoch: [334] [1120/2904] eta: 0:22:37 lr: 0.001616 loss: 0.1772 (0.1885) loss_rec_all: 0.2034 (0.2145) loss_rec_sfr: 0.2484 (0.2730) loss_cl: -0.2797 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [02:44:01.871573] Epoch: [334] [1140/2904] eta: 0:22:21 lr: 0.001616 loss: 0.1787 (0.1885) loss_rec_all: 0.2050 (0.2145) loss_rec_sfr: 0.2596 (0.2731) loss_cl: -0.2783 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [02:44:16.780833] Epoch: [334] [1160/2904] eta: 0:22:05 lr: 0.001616 loss: 0.1773 (0.1885) loss_rec_all: 0.2035 (0.2144) loss_rec_sfr: 0.2544 (0.2729) loss_cl: -0.2786 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [02:44:31.687884] Epoch: [334] [1180/2904] eta: 0:21:50 lr: 0.001616 loss: 0.1771 (0.1883) loss_rec_all: 0.2035 (0.2143) loss_rec_sfr: 0.2548 (0.2725) loss_cl: -0.2791 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [02:44:46.597174] Epoch: [334] [1200/2904] eta: 0:21:34 lr: 0.001616 loss: 0.1780 (0.1884) loss_rec_all: 0.2045 (0.2144) loss_rec_sfr: 0.2576 (0.2727) loss_cl: -0.2789 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [02:45:01.498618] Epoch: [334] [1220/2904] eta: 0:21:19 lr: 0.001616 loss: 0.1779 (0.1884) loss_rec_all: 0.2041 (0.2144) loss_rec_sfr: 0.2570 (0.2729) loss_cl: -0.2793 (-0.2789) time: 0.7450 data: 0.0002 max mem: 29860 [02:45:16.400041] Epoch: [334] [1240/2904] eta: 0:21:03 lr: 0.001616 loss: 0.1792 (0.1885) loss_rec_all: 0.2056 (0.2145) loss_rec_sfr: 0.2628 (0.2733) loss_cl: -0.2790 (-0.2789) time: 0.7450 data: 0.0002 max mem: 29860 [02:45:31.300579] Epoch: [334] [1260/2904] eta: 0:20:47 lr: 0.001616 loss: 0.1815 (0.1887) loss_rec_all: 0.2076 (0.2147) loss_rec_sfr: 0.2636 (0.2740) loss_cl: -0.2791 (-0.2789) time: 0.7450 data: 0.0002 max mem: 29860 [02:45:46.208995] Epoch: [334] [1280/2904] eta: 0:20:32 lr: 0.001616 loss: 0.1784 (0.1888) loss_rec_all: 0.2044 (0.2147) loss_rec_sfr: 0.2651 (0.2744) loss_cl: -0.2783 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [02:46:01.109911] Epoch: [334] [1300/2904] eta: 0:20:16 lr: 0.001616 loss: 0.1831 (0.1889) loss_rec_all: 0.2092 (0.2148) loss_rec_sfr: 0.2560 (0.2746) loss_cl: -0.2780 (-0.2789) time: 0.7450 data: 0.0002 max mem: 29860 [02:46:16.007250] Epoch: [334] [1320/2904] eta: 0:20:01 lr: 0.001616 loss: 0.1776 (0.1889) loss_rec_all: 0.2037 (0.2149) loss_rec_sfr: 0.2712 (0.2749) loss_cl: -0.2787 (-0.2789) time: 0.7448 data: 0.0002 max mem: 29860 [02:46:30.915033] Epoch: [334] [1340/2904] eta: 0:19:45 lr: 0.001616 loss: 0.1852 (0.1890) loss_rec_all: 0.2113 (0.2150) loss_rec_sfr: 0.2614 (0.2753) loss_cl: -0.2784 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [02:46:45.977715] Epoch: [334] [1360/2904] eta: 0:19:30 lr: 0.001615 loss: 0.1868 (0.1891) loss_rec_all: 0.2128 (0.2150) loss_rec_sfr: 0.2571 (0.2753) loss_cl: -0.2788 (-0.2789) time: 0.7531 data: 0.0002 max mem: 29860 [02:47:00.885773] Epoch: [334] [1380/2904] eta: 0:19:15 lr: 0.001615 loss: 0.1811 (0.1891) loss_rec_all: 0.2073 (0.2150) loss_rec_sfr: 0.2566 (0.2751) loss_cl: -0.2791 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [02:47:15.789768] Epoch: [334] [1400/2904] eta: 0:18:59 lr: 0.001615 loss: 0.1815 (0.1891) loss_rec_all: 0.2077 (0.2151) loss_rec_sfr: 0.2541 (0.2752) loss_cl: -0.2789 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [02:47:30.700601] Epoch: [334] [1420/2904] eta: 0:18:44 lr: 0.001615 loss: 0.1776 (0.1891) loss_rec_all: 0.2039 (0.2150) loss_rec_sfr: 0.2554 (0.2751) loss_cl: -0.2788 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [02:47:45.606631] Epoch: [334] [1440/2904] eta: 0:18:28 lr: 0.001615 loss: 0.1793 (0.1891) loss_rec_all: 0.2057 (0.2151) loss_rec_sfr: 0.2600 (0.2752) loss_cl: -0.2790 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [02:48:00.510737] Epoch: [334] [1460/2904] eta: 0:18:13 lr: 0.001615 loss: 0.1782 (0.1890) loss_rec_all: 0.2044 (0.2150) loss_rec_sfr: 0.2666 (0.2750) loss_cl: -0.2792 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [02:48:15.413877] Epoch: [334] [1480/2904] eta: 0:17:58 lr: 0.001615 loss: 0.1795 (0.1891) loss_rec_all: 0.2055 (0.2151) loss_rec_sfr: 0.2711 (0.2755) loss_cl: -0.2794 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [02:48:30.319223] Epoch: [334] [1500/2904] eta: 0:17:42 lr: 0.001615 loss: 0.1846 (0.1893) loss_rec_all: 0.2109 (0.2152) loss_rec_sfr: 0.2648 (0.2760) loss_cl: -0.2792 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [02:48:45.219870] Epoch: [334] [1520/2904] eta: 0:17:27 lr: 0.001615 loss: 0.1771 (0.1892) loss_rec_all: 0.2034 (0.2152) loss_rec_sfr: 0.2208 (0.2757) loss_cl: -0.2785 (-0.2789) time: 0.7450 data: 0.0002 max mem: 29860 [02:49:00.121083] Epoch: [334] [1540/2904] eta: 0:17:12 lr: 0.001615 loss: 0.1762 (0.1891) loss_rec_all: 0.2026 (0.2151) loss_rec_sfr: 0.2579 (0.2754) loss_cl: -0.2797 (-0.2789) time: 0.7450 data: 0.0002 max mem: 29860 [02:49:15.026482] Epoch: [334] [1560/2904] eta: 0:16:56 lr: 0.001615 loss: 0.1770 (0.1891) loss_rec_all: 0.2033 (0.2151) loss_rec_sfr: 0.2639 (0.2756) loss_cl: -0.2789 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [02:49:29.937248] Epoch: [334] [1580/2904] eta: 0:16:41 lr: 0.001615 loss: 0.1808 (0.1891) loss_rec_all: 0.2068 (0.2151) loss_rec_sfr: 0.2618 (0.2756) loss_cl: -0.2785 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [02:49:44.849254] Epoch: [334] [1600/2904] eta: 0:16:26 lr: 0.001615 loss: 0.1788 (0.1891) loss_rec_all: 0.2047 (0.2151) loss_rec_sfr: 0.2631 (0.2759) loss_cl: -0.2782 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [02:49:59.762744] Epoch: [334] [1620/2904] eta: 0:16:10 lr: 0.001615 loss: 0.1774 (0.1890) loss_rec_all: 0.2035 (0.2150) loss_rec_sfr: 0.2181 (0.2754) loss_cl: -0.2788 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [02:50:14.669860] Epoch: [334] [1640/2904] eta: 0:15:55 lr: 0.001615 loss: 0.1760 (0.1890) loss_rec_all: 0.2025 (0.2150) loss_rec_sfr: 0.2572 (0.2754) loss_cl: -0.2794 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [02:50:29.587090] Epoch: [334] [1660/2904] eta: 0:15:40 lr: 0.001615 loss: 0.1768 (0.1891) loss_rec_all: 0.2030 (0.2151) loss_rec_sfr: 0.2602 (0.2756) loss_cl: -0.2799 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [02:50:44.499376] Epoch: [334] [1680/2904] eta: 0:15:24 lr: 0.001615 loss: 0.1768 (0.1891) loss_rec_all: 0.2033 (0.2150) loss_rec_sfr: 0.2614 (0.2755) loss_cl: -0.2796 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [02:50:59.409022] Epoch: [334] [1700/2904] eta: 0:15:09 lr: 0.001615 loss: 0.1832 (0.1892) loss_rec_all: 0.2093 (0.2151) loss_rec_sfr: 0.2574 (0.2758) loss_cl: -0.2792 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [02:51:14.318665] Epoch: [334] [1720/2904] eta: 0:14:54 lr: 0.001615 loss: 0.1789 (0.1892) loss_rec_all: 0.2051 (0.2151) loss_rec_sfr: 0.2202 (0.2756) loss_cl: -0.2785 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [02:51:29.233561] Epoch: [334] [1740/2904] eta: 0:14:39 lr: 0.001615 loss: 0.1749 (0.1891) loss_rec_all: 0.2008 (0.2150) loss_rec_sfr: 0.2565 (0.2753) loss_cl: -0.2785 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [02:51:44.141301] Epoch: [334] [1760/2904] eta: 0:14:24 lr: 0.001615 loss: 0.1798 (0.1891) loss_rec_all: 0.2059 (0.2151) loss_rec_sfr: 0.2586 (0.2754) loss_cl: -0.2787 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [02:51:59.048689] Epoch: [334] [1780/2904] eta: 0:14:08 lr: 0.001615 loss: 0.1767 (0.1891) loss_rec_all: 0.2032 (0.2150) loss_rec_sfr: 0.1993 (0.2751) loss_cl: -0.2786 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [02:52:13.950939] Epoch: [334] [1800/2904] eta: 0:13:53 lr: 0.001615 loss: 0.1759 (0.1890) loss_rec_all: 0.2022 (0.2150) loss_rec_sfr: 0.2532 (0.2749) loss_cl: -0.2786 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [02:52:28.860309] Epoch: [334] [1820/2904] eta: 0:13:38 lr: 0.001615 loss: 0.1792 (0.1890) loss_rec_all: 0.2056 (0.2150) loss_rec_sfr: 0.2642 (0.2750) loss_cl: -0.2791 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [02:52:43.774755] Epoch: [334] [1840/2904] eta: 0:13:23 lr: 0.001615 loss: 0.1774 (0.1890) loss_rec_all: 0.2034 (0.2150) loss_rec_sfr: 0.2649 (0.2750) loss_cl: -0.2785 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [02:52:58.686646] Epoch: [334] [1860/2904] eta: 0:13:07 lr: 0.001615 loss: 0.1801 (0.1891) loss_rec_all: 0.2066 (0.2151) loss_rec_sfr: 0.2617 (0.2754) loss_cl: -0.2787 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [02:53:13.594297] Epoch: [334] [1880/2904] eta: 0:12:52 lr: 0.001615 loss: 0.1909 (0.1893) loss_rec_all: 0.2169 (0.2153) loss_rec_sfr: 0.2783 (0.2760) loss_cl: -0.2793 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [02:53:28.501359] Epoch: [334] [1900/2904] eta: 0:12:37 lr: 0.001615 loss: 0.1841 (0.1894) loss_rec_all: 0.2103 (0.2154) loss_rec_sfr: 0.2601 (0.2762) loss_cl: -0.2787 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [02:53:43.410791] Epoch: [334] [1920/2904] eta: 0:12:22 lr: 0.001615 loss: 0.1760 (0.1894) loss_rec_all: 0.2020 (0.2153) loss_rec_sfr: 0.2585 (0.2761) loss_cl: -0.2781 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [02:53:58.325408] Epoch: [334] [1940/2904] eta: 0:12:07 lr: 0.001615 loss: 0.1749 (0.1893) loss_rec_all: 0.2012 (0.2152) loss_rec_sfr: 0.2238 (0.2758) loss_cl: -0.2790 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [02:54:13.238325] Epoch: [334] [1960/2904] eta: 0:11:52 lr: 0.001615 loss: 0.1792 (0.1893) loss_rec_all: 0.2052 (0.2153) loss_rec_sfr: 0.2591 (0.2760) loss_cl: -0.2788 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [02:54:28.143754] Epoch: [334] [1980/2904] eta: 0:11:36 lr: 0.001614 loss: 0.1793 (0.1893) loss_rec_all: 0.2053 (0.2152) loss_rec_sfr: 0.2609 (0.2759) loss_cl: -0.2800 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [02:54:43.045190] Epoch: [334] [2000/2904] eta: 0:11:21 lr: 0.001614 loss: 0.1828 (0.1893) loss_rec_all: 0.2086 (0.2153) loss_rec_sfr: 0.2678 (0.2760) loss_cl: -0.2786 (-0.2789) time: 0.7450 data: 0.0002 max mem: 29860 [02:54:57.953337] Epoch: [334] [2020/2904] eta: 0:11:06 lr: 0.001614 loss: 0.1798 (0.1894) loss_rec_all: 0.2061 (0.2153) loss_rec_sfr: 0.2382 (0.2762) loss_cl: -0.2792 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [02:55:12.863358] Epoch: [334] [2040/2904] eta: 0:10:51 lr: 0.001614 loss: 0.1813 (0.1894) loss_rec_all: 0.2072 (0.2153) loss_rec_sfr: 0.2566 (0.2761) loss_cl: -0.2785 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [02:55:27.771488] Epoch: [334] [2060/2904] eta: 0:10:36 lr: 0.001614 loss: 0.1798 (0.1894) loss_rec_all: 0.2058 (0.2153) loss_rec_sfr: 0.2604 (0.2763) loss_cl: -0.2788 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [02:55:42.683580] Epoch: [334] [2080/2904] eta: 0:10:21 lr: 0.001614 loss: 0.1792 (0.1894) loss_rec_all: 0.2057 (0.2154) loss_rec_sfr: 0.2152 (0.2764) loss_cl: -0.2791 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [02:55:57.601773] Epoch: [334] [2100/2904] eta: 0:10:05 lr: 0.001614 loss: 0.1814 (0.1894) loss_rec_all: 0.2075 (0.2154) loss_rec_sfr: 0.2641 (0.2764) loss_cl: -0.2791 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [02:56:12.515595] Epoch: [334] [2120/2904] eta: 0:09:50 lr: 0.001614 loss: 0.1828 (0.1894) loss_rec_all: 0.2086 (0.2154) loss_rec_sfr: 0.2568 (0.2763) loss_cl: -0.2789 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [02:56:27.431125] Epoch: [334] [2140/2904] eta: 0:09:35 lr: 0.001614 loss: 0.1760 (0.1894) loss_rec_all: 0.2022 (0.2153) loss_rec_sfr: 0.2604 (0.2762) loss_cl: -0.2776 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [02:56:42.351066] Epoch: [334] [2160/2904] eta: 0:09:20 lr: 0.001614 loss: 0.1804 (0.1893) loss_rec_all: 0.2063 (0.2153) loss_rec_sfr: 0.2652 (0.2761) loss_cl: -0.2793 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [02:56:57.259737] Epoch: [334] [2180/2904] eta: 0:09:05 lr: 0.001614 loss: 0.1768 (0.1892) loss_rec_all: 0.2033 (0.2152) loss_rec_sfr: 0.2518 (0.2758) loss_cl: -0.2799 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [02:57:12.169038] Epoch: [334] [2200/2904] eta: 0:08:50 lr: 0.001614 loss: 0.1766 (0.1891) loss_rec_all: 0.2028 (0.2151) loss_rec_sfr: 0.2579 (0.2756) loss_cl: -0.2799 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [02:57:27.079345] Epoch: [334] [2220/2904] eta: 0:08:35 lr: 0.001614 loss: 0.1809 (0.1892) loss_rec_all: 0.2072 (0.2152) loss_rec_sfr: 0.2726 (0.2759) loss_cl: -0.2787 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [02:57:41.989659] Epoch: [334] [2240/2904] eta: 0:08:20 lr: 0.001614 loss: 0.1803 (0.1892) loss_rec_all: 0.2061 (0.2151) loss_rec_sfr: 0.2598 (0.2757) loss_cl: -0.2785 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [02:57:56.899351] Epoch: [334] [2260/2904] eta: 0:08:04 lr: 0.001614 loss: 0.1786 (0.1891) loss_rec_all: 0.2045 (0.2151) loss_rec_sfr: 0.2616 (0.2757) loss_cl: -0.2788 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [02:58:11.803784] Epoch: [334] [2280/2904] eta: 0:07:49 lr: 0.001614 loss: 0.1790 (0.1891) loss_rec_all: 0.2052 (0.2150) loss_rec_sfr: 0.2426 (0.2754) loss_cl: -0.2798 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [02:58:26.710170] Epoch: [334] [2300/2904] eta: 0:07:34 lr: 0.001614 loss: 0.1800 (0.1890) loss_rec_all: 0.2061 (0.2150) loss_rec_sfr: 0.2592 (0.2754) loss_cl: -0.2786 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [02:58:41.616168] Epoch: [334] [2320/2904] eta: 0:07:19 lr: 0.001614 loss: 0.1770 (0.1890) loss_rec_all: 0.2031 (0.2149) loss_rec_sfr: 0.2485 (0.2751) loss_cl: -0.2787 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [02:58:56.522881] Epoch: [334] [2340/2904] eta: 0:07:04 lr: 0.001614 loss: 0.1786 (0.1889) loss_rec_all: 0.2051 (0.2149) loss_rec_sfr: 0.2582 (0.2751) loss_cl: -0.2794 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [02:59:11.429860] Epoch: [334] [2360/2904] eta: 0:06:49 lr: 0.001614 loss: 0.1815 (0.1890) loss_rec_all: 0.2076 (0.2149) loss_rec_sfr: 0.2623 (0.2751) loss_cl: -0.2801 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [02:59:26.346038] Epoch: [334] [2380/2904] eta: 0:06:34 lr: 0.001614 loss: 0.1850 (0.1890) loss_rec_all: 0.2109 (0.2149) loss_rec_sfr: 0.2548 (0.2750) loss_cl: -0.2788 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [02:59:41.259616] Epoch: [334] [2400/2904] eta: 0:06:19 lr: 0.001614 loss: 0.1802 (0.1891) loss_rec_all: 0.2063 (0.2150) loss_rec_sfr: 0.2625 (0.2753) loss_cl: -0.2780 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [02:59:56.166750] Epoch: [334] [2420/2904] eta: 0:06:04 lr: 0.001614 loss: 0.1817 (0.1890) loss_rec_all: 0.2078 (0.2150) loss_rec_sfr: 0.2617 (0.2753) loss_cl: -0.2800 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [03:00:11.075132] Epoch: [334] [2440/2904] eta: 0:05:49 lr: 0.001614 loss: 0.1868 (0.1891) loss_rec_all: 0.2132 (0.2151) loss_rec_sfr: 0.2553 (0.2756) loss_cl: -0.2797 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [03:00:25.981471] Epoch: [334] [2460/2904] eta: 0:05:34 lr: 0.001614 loss: 0.1773 (0.1891) loss_rec_all: 0.2037 (0.2150) loss_rec_sfr: 0.2125 (0.2753) loss_cl: -0.2786 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [03:00:40.888295] Epoch: [334] [2480/2904] eta: 0:05:19 lr: 0.001614 loss: 0.1853 (0.1891) loss_rec_all: 0.2114 (0.2151) loss_rec_sfr: 0.2550 (0.2753) loss_cl: -0.2779 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [03:00:55.795244] Epoch: [334] [2500/2904] eta: 0:05:03 lr: 0.001614 loss: 0.1799 (0.1891) loss_rec_all: 0.2062 (0.2151) loss_rec_sfr: 0.2259 (0.2754) loss_cl: -0.2786 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [03:01:10.702561] Epoch: [334] [2520/2904] eta: 0:04:48 lr: 0.001614 loss: 0.1764 (0.1891) loss_rec_all: 0.2023 (0.2151) loss_rec_sfr: 0.2571 (0.2753) loss_cl: -0.2786 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [03:01:25.757624] Epoch: [334] [2540/2904] eta: 0:04:33 lr: 0.001614 loss: 0.1779 (0.1891) loss_rec_all: 0.2039 (0.2151) loss_rec_sfr: 0.2552 (0.2753) loss_cl: -0.2791 (-0.2788) time: 0.7527 data: 0.0002 max mem: 29860 [03:01:40.664002] Epoch: [334] [2560/2904] eta: 0:04:18 lr: 0.001614 loss: 0.1818 (0.1891) loss_rec_all: 0.2082 (0.2151) loss_rec_sfr: 0.2584 (0.2754) loss_cl: -0.2788 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [03:01:55.569973] Epoch: [334] [2580/2904] eta: 0:04:03 lr: 0.001614 loss: 0.1858 (0.1892) loss_rec_all: 0.2121 (0.2152) loss_rec_sfr: 0.2571 (0.2757) loss_cl: -0.2793 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [03:02:10.470215] Epoch: [334] [2600/2904] eta: 0:03:48 lr: 0.001614 loss: 0.1784 (0.1892) loss_rec_all: 0.2047 (0.2152) loss_rec_sfr: 0.2540 (0.2756) loss_cl: -0.2794 (-0.2789) time: 0.7450 data: 0.0002 max mem: 29860 [03:02:25.374653] Epoch: [334] [2620/2904] eta: 0:03:33 lr: 0.001613 loss: 0.1790 (0.1892) loss_rec_all: 0.2052 (0.2151) loss_rec_sfr: 0.2594 (0.2755) loss_cl: -0.2798 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [03:02:40.276696] Epoch: [334] [2640/2904] eta: 0:03:18 lr: 0.001613 loss: 0.1803 (0.1892) loss_rec_all: 0.2062 (0.2152) loss_rec_sfr: 0.2667 (0.2757) loss_cl: -0.2793 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [03:02:55.174506] Epoch: [334] [2660/2904] eta: 0:03:03 lr: 0.001613 loss: 0.1817 (0.1893) loss_rec_all: 0.2079 (0.2152) loss_rec_sfr: 0.2611 (0.2757) loss_cl: -0.2784 (-0.2789) time: 0.7449 data: 0.0002 max mem: 29860 [03:03:10.077397] Epoch: [334] [2680/2904] eta: 0:02:48 lr: 0.001613 loss: 0.1808 (0.1892) loss_rec_all: 0.2068 (0.2152) loss_rec_sfr: 0.2589 (0.2757) loss_cl: -0.2787 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [03:03:24.985891] Epoch: [334] [2700/2904] eta: 0:02:33 lr: 0.001613 loss: 0.1799 (0.1893) loss_rec_all: 0.2061 (0.2153) loss_rec_sfr: 0.2690 (0.2760) loss_cl: -0.2785 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [03:03:39.891363] Epoch: [334] [2720/2904] eta: 0:02:18 lr: 0.001613 loss: 0.1809 (0.1893) loss_rec_all: 0.2069 (0.2153) loss_rec_sfr: 0.2545 (0.2759) loss_cl: -0.2785 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [03:03:54.798399] Epoch: [334] [2740/2904] eta: 0:02:03 lr: 0.001613 loss: 0.1797 (0.1893) loss_rec_all: 0.2057 (0.2152) loss_rec_sfr: 0.2622 (0.2759) loss_cl: -0.2784 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [03:04:09.704562] Epoch: [334] [2760/2904] eta: 0:01:48 lr: 0.001613 loss: 0.1796 (0.1893) loss_rec_all: 0.2060 (0.2152) loss_rec_sfr: 0.2322 (0.2757) loss_cl: -0.2791 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [03:04:24.613770] Epoch: [334] [2780/2904] eta: 0:01:33 lr: 0.001613 loss: 0.1802 (0.1892) loss_rec_all: 0.2064 (0.2152) loss_rec_sfr: 0.2572 (0.2756) loss_cl: -0.2790 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [03:04:39.517682] Epoch: [334] [2800/2904] eta: 0:01:18 lr: 0.001613 loss: 0.1747 (0.1892) loss_rec_all: 0.2007 (0.2151) loss_rec_sfr: 0.2261 (0.2755) loss_cl: -0.2791 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [03:04:54.420962] Epoch: [334] [2820/2904] eta: 0:01:03 lr: 0.001613 loss: 0.1830 (0.1892) loss_rec_all: 0.2091 (0.2151) loss_rec_sfr: 0.2490 (0.2754) loss_cl: -0.2799 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [03:05:09.359565] Epoch: [334] [2840/2904] eta: 0:00:48 lr: 0.001613 loss: 0.1796 (0.1891) loss_rec_all: 0.2062 (0.2151) loss_rec_sfr: 0.2490 (0.2752) loss_cl: -0.2798 (-0.2789) time: 0.7469 data: 0.0023 max mem: 29860 [03:05:24.248659] Epoch: [334] [2860/2904] eta: 0:00:33 lr: 0.001613 loss: 0.1831 (0.1892) loss_rec_all: 0.2093 (0.2152) loss_rec_sfr: 0.2696 (0.2755) loss_cl: -0.2784 (-0.2789) time: 0.7444 data: 0.0001 max mem: 29860 [03:05:39.144948] Epoch: [334] [2880/2904] eta: 0:00:18 lr: 0.001613 loss: 0.1825 (0.1892) loss_rec_all: 0.2089 (0.2152) loss_rec_sfr: 0.2544 (0.2755) loss_cl: -0.2787 (-0.2789) time: 0.7448 data: 0.0001 max mem: 29860 [03:05:54.031854] Epoch: [334] [2900/2904] eta: 0:00:03 lr: 0.001613 loss: 0.1746 (0.1892) loss_rec_all: 0.2006 (0.2151) loss_rec_sfr: 0.2562 (0.2753) loss_cl: -0.2790 (-0.2789) time: 0.7443 data: 0.0001 max mem: 29860 [03:05:56.272222] Epoch: [334] [2903/2904] eta: 0:00:00 lr: 0.001613 loss: 0.1768 (0.1892) loss_rec_all: 0.2027 (0.2151) loss_rec_sfr: 0.2575 (0.2753) loss_cl: -0.2792 (-0.2789) time: 0.7443 data: 0.0001 max mem: 29860 [03:05:58.376897] Epoch: [334] Total time: 0:36:24 (0.7522 s / it) [03:05:58.379713] Averaged stats: lr: 0.001613 loss: 0.1768 (0.1915) loss_rec_all: 0.2027 (0.2152) loss_rec_sfr: 0.2575 (0.2757) loss_cl: -0.2792 (-0.2556) [03:05:58.384395] log_dir: ./checkpoint/VF2_ViT-B [03:06:16.155494] Epoch: [335] [ 0/2904] eta: 14:20:05 lr: 0.001613 loss: 0.1761 (0.1761) loss_rec_all: 0.2022 (0.2022) loss_rec_sfr: 0.2617 (0.2617) loss_cl: -0.2792 (-0.2792) time: 17.7705 data: 16.1841 max mem: 29860 [03:06:33.004564] Epoch: [335] [ 20/2904] eta: 1:19:14 lr: 0.001613 loss: 0.1819 (0.1909) loss_rec_all: 0.2080 (0.2169) loss_rec_sfr: 0.2550 (0.2789) loss_cl: -0.2792 (-0.2790) time: 0.8424 data: 0.0002 max mem: 29860 [03:06:47.876576] Epoch: [335] [ 40/2904] eta: 0:57:37 lr: 0.001613 loss: 0.1828 (0.1906) loss_rec_all: 0.2088 (0.2166) loss_rec_sfr: 0.2534 (0.2759) loss_cl: -0.2793 (-0.2791) time: 0.7436 data: 0.0002 max mem: 29860 [03:07:02.762976] Epoch: [335] [ 60/2904] eta: 0:50:01 lr: 0.001613 loss: 0.1794 (0.1910) loss_rec_all: 0.2054 (0.2169) loss_rec_sfr: 0.2591 (0.2790) loss_cl: -0.2788 (-0.2789) time: 0.7443 data: 0.0002 max mem: 29860 [03:07:17.657286] Epoch: [335] [ 80/2904] eta: 0:46:03 lr: 0.001613 loss: 0.1825 (0.1914) loss_rec_all: 0.2084 (0.2173) loss_rec_sfr: 0.2621 (0.2816) loss_cl: -0.2791 (-0.2790) time: 0.7447 data: 0.0002 max mem: 29860 [03:07:32.560008] Epoch: [335] [ 100/2904] eta: 0:43:34 lr: 0.001613 loss: 0.1774 (0.1911) loss_rec_all: 0.2036 (0.2170) loss_rec_sfr: 0.2654 (0.2848) loss_cl: -0.2784 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [03:07:47.482126] Epoch: [335] [ 120/2904] eta: 0:41:50 lr: 0.001613 loss: 0.1778 (0.1891) loss_rec_all: 0.2041 (0.2150) loss_rec_sfr: 0.2531 (0.2770) loss_cl: -0.2782 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [03:08:02.410660] Epoch: [335] [ 140/2904] eta: 0:40:31 lr: 0.001613 loss: 0.1759 (0.1875) loss_rec_all: 0.2023 (0.2135) loss_rec_sfr: 0.2495 (0.2707) loss_cl: -0.2791 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [03:08:17.324525] Epoch: [335] [ 160/2904] eta: 0:39:27 lr: 0.001613 loss: 0.1787 (0.1872) loss_rec_all: 0.2046 (0.2132) loss_rec_sfr: 0.2578 (0.2695) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [03:08:32.392470] Epoch: [335] [ 180/2904] eta: 0:38:37 lr: 0.001613 loss: 0.1795 (0.1878) loss_rec_all: 0.2057 (0.2138) loss_rec_sfr: 0.2603 (0.2717) loss_cl: -0.2800 (-0.2789) time: 0.7534 data: 0.0002 max mem: 29860 [03:08:47.308121] Epoch: [335] [ 200/2904] eta: 0:37:52 lr: 0.001613 loss: 0.1782 (0.1874) loss_rec_all: 0.2041 (0.2134) loss_rec_sfr: 0.2639 (0.2715) loss_cl: -0.2801 (-0.2790) time: 0.7457 data: 0.0002 max mem: 29860 [03:09:02.223917] Epoch: [335] [ 220/2904] eta: 0:37:12 lr: 0.001613 loss: 0.1841 (0.1882) loss_rec_all: 0.2102 (0.2142) loss_rec_sfr: 0.2615 (0.2742) loss_cl: -0.2788 (-0.2790) time: 0.7457 data: 0.0002 max mem: 29860 [03:09:17.154383] Epoch: [335] [ 240/2904] eta: 0:36:37 lr: 0.001613 loss: 0.1795 (0.1878) loss_rec_all: 0.2055 (0.2138) loss_rec_sfr: 0.2667 (0.2732) loss_cl: -0.2787 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [03:09:32.076657] Epoch: [335] [ 260/2904] eta: 0:36:04 lr: 0.001613 loss: 0.1776 (0.1874) loss_rec_all: 0.2038 (0.2134) loss_rec_sfr: 0.2610 (0.2716) loss_cl: -0.2783 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [03:09:46.992129] Epoch: [335] [ 280/2904] eta: 0:35:34 lr: 0.001613 loss: 0.1794 (0.1881) loss_rec_all: 0.2054 (0.2141) loss_rec_sfr: 0.2638 (0.2738) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [03:10:01.912682] Epoch: [335] [ 300/2904] eta: 0:35:06 lr: 0.001613 loss: 0.1835 (0.1883) loss_rec_all: 0.2098 (0.2143) loss_rec_sfr: 0.2590 (0.2745) loss_cl: -0.2790 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [03:10:16.831266] Epoch: [335] [ 320/2904] eta: 0:34:40 lr: 0.001612 loss: 0.1784 (0.1885) loss_rec_all: 0.2043 (0.2144) loss_rec_sfr: 0.2608 (0.2749) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [03:10:31.742343] Epoch: [335] [ 340/2904] eta: 0:34:15 lr: 0.001612 loss: 0.1829 (0.1887) loss_rec_all: 0.2089 (0.2147) loss_rec_sfr: 0.2533 (0.2754) loss_cl: -0.2795 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [03:10:46.672617] Epoch: [335] [ 360/2904] eta: 0:33:51 lr: 0.001612 loss: 0.1789 (0.1891) loss_rec_all: 0.2050 (0.2150) loss_rec_sfr: 0.2559 (0.2765) loss_cl: -0.2799 (-0.2790) time: 0.7465 data: 0.0002 max mem: 29860 [03:11:01.583633] Epoch: [335] [ 380/2904] eta: 0:33:28 lr: 0.001612 loss: 0.1808 (0.1893) loss_rec_all: 0.2070 (0.2152) loss_rec_sfr: 0.2579 (0.2773) loss_cl: -0.2793 (-0.2790) time: 0.7455 data: 0.0002 max mem: 29860 [03:11:16.501064] Epoch: [335] [ 400/2904] eta: 0:33:06 lr: 0.001612 loss: 0.1796 (0.1896) loss_rec_all: 0.2057 (0.2155) loss_rec_sfr: 0.2618 (0.2789) loss_cl: -0.2779 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [03:11:31.419563] Epoch: [335] [ 420/2904] eta: 0:32:44 lr: 0.001612 loss: 0.1755 (0.1894) loss_rec_all: 0.2020 (0.2154) loss_rec_sfr: 0.2522 (0.2780) loss_cl: -0.2784 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [03:11:46.336587] Epoch: [335] [ 440/2904] eta: 0:32:24 lr: 0.001612 loss: 0.1831 (0.1895) loss_rec_all: 0.2092 (0.2154) loss_rec_sfr: 0.2589 (0.2775) loss_cl: -0.2788 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [03:12:01.249927] Epoch: [335] [ 460/2904] eta: 0:32:03 lr: 0.001612 loss: 0.1771 (0.1895) loss_rec_all: 0.2034 (0.2154) loss_rec_sfr: 0.2651 (0.2781) loss_cl: -0.2788 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [03:12:16.162294] Epoch: [335] [ 480/2904] eta: 0:31:43 lr: 0.001612 loss: 0.1771 (0.1897) loss_rec_all: 0.2035 (0.2156) loss_rec_sfr: 0.2172 (0.2781) loss_cl: -0.2791 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [03:12:31.079084] Epoch: [335] [ 500/2904] eta: 0:31:24 lr: 0.001612 loss: 0.1801 (0.1897) loss_rec_all: 0.2061 (0.2156) loss_rec_sfr: 0.2684 (0.2787) loss_cl: -0.2787 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [03:12:45.995461] Epoch: [335] [ 520/2904] eta: 0:31:05 lr: 0.001612 loss: 0.1810 (0.1901) loss_rec_all: 0.2074 (0.2160) loss_rec_sfr: 0.2660 (0.2799) loss_cl: -0.2787 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [03:13:00.914479] Epoch: [335] [ 540/2904] eta: 0:30:46 lr: 0.001612 loss: 0.1809 (0.1902) loss_rec_all: 0.2072 (0.2161) loss_rec_sfr: 0.2568 (0.2799) loss_cl: -0.2788 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [03:13:15.827448] Epoch: [335] [ 560/2904] eta: 0:30:27 lr: 0.001612 loss: 0.1784 (0.1902) loss_rec_all: 0.2044 (0.2161) loss_rec_sfr: 0.2345 (0.2798) loss_cl: -0.2791 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [03:13:30.746497] Epoch: [335] [ 580/2904] eta: 0:30:09 lr: 0.001612 loss: 0.1789 (0.1904) loss_rec_all: 0.2054 (0.2163) loss_rec_sfr: 0.2593 (0.2809) loss_cl: -0.2792 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [03:13:45.659898] Epoch: [335] [ 600/2904] eta: 0:29:51 lr: 0.001612 loss: 0.1793 (0.1905) loss_rec_all: 0.2053 (0.2164) loss_rec_sfr: 0.2537 (0.2807) loss_cl: -0.2779 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [03:14:00.573482] Epoch: [335] [ 620/2904] eta: 0:29:33 lr: 0.001612 loss: 0.1801 (0.1903) loss_rec_all: 0.2065 (0.2162) loss_rec_sfr: 0.2565 (0.2799) loss_cl: -0.2779 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [03:14:15.486420] Epoch: [335] [ 640/2904] eta: 0:29:15 lr: 0.001612 loss: 0.1778 (0.1901) loss_rec_all: 0.2043 (0.2160) loss_rec_sfr: 0.2283 (0.2790) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [03:14:30.400874] Epoch: [335] [ 660/2904] eta: 0:28:58 lr: 0.001612 loss: 0.1791 (0.1900) loss_rec_all: 0.2050 (0.2160) loss_rec_sfr: 0.2540 (0.2787) loss_cl: -0.2797 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [03:14:45.311680] Epoch: [335] [ 680/2904] eta: 0:28:40 lr: 0.001612 loss: 0.1782 (0.1899) loss_rec_all: 0.2043 (0.2158) loss_rec_sfr: 0.2499 (0.2778) loss_cl: -0.2800 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [03:15:00.222005] Epoch: [335] [ 700/2904] eta: 0:28:23 lr: 0.001612 loss: 0.1764 (0.1898) loss_rec_all: 0.2031 (0.2158) loss_rec_sfr: 0.2564 (0.2777) loss_cl: -0.2799 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [03:15:15.132344] Epoch: [335] [ 720/2904] eta: 0:28:06 lr: 0.001612 loss: 0.1769 (0.1897) loss_rec_all: 0.2028 (0.2156) loss_rec_sfr: 0.2579 (0.2773) loss_cl: -0.2792 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [03:15:30.042595] Epoch: [335] [ 740/2904] eta: 0:27:49 lr: 0.001612 loss: 0.1809 (0.1897) loss_rec_all: 0.2067 (0.2156) loss_rec_sfr: 0.2623 (0.2772) loss_cl: -0.2776 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [03:15:44.951881] Epoch: [335] [ 760/2904] eta: 0:27:32 lr: 0.001612 loss: 0.1788 (0.1897) loss_rec_all: 0.2049 (0.2157) loss_rec_sfr: 0.2572 (0.2773) loss_cl: -0.2783 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [03:15:59.862137] Epoch: [335] [ 780/2904] eta: 0:27:15 lr: 0.001612 loss: 0.1772 (0.1896) loss_rec_all: 0.2036 (0.2156) loss_rec_sfr: 0.2549 (0.2770) loss_cl: -0.2794 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [03:16:14.777280] Epoch: [335] [ 800/2904] eta: 0:26:58 lr: 0.001612 loss: 0.1778 (0.1895) loss_rec_all: 0.2038 (0.2154) loss_rec_sfr: 0.2487 (0.2766) loss_cl: -0.2804 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [03:16:29.683846] Epoch: [335] [ 820/2904] eta: 0:26:42 lr: 0.001612 loss: 0.1786 (0.1895) loss_rec_all: 0.2046 (0.2154) loss_rec_sfr: 0.2585 (0.2766) loss_cl: -0.2788 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [03:16:44.601792] Epoch: [335] [ 840/2904] eta: 0:26:25 lr: 0.001612 loss: 0.1782 (0.1894) loss_rec_all: 0.2045 (0.2154) loss_rec_sfr: 0.2518 (0.2763) loss_cl: -0.2779 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [03:16:59.519653] Epoch: [335] [ 860/2904] eta: 0:26:09 lr: 0.001612 loss: 0.1803 (0.1893) loss_rec_all: 0.2064 (0.2153) loss_rec_sfr: 0.2599 (0.2762) loss_cl: -0.2789 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [03:17:14.433121] Epoch: [335] [ 880/2904] eta: 0:25:53 lr: 0.001612 loss: 0.1817 (0.1893) loss_rec_all: 0.2082 (0.2153) loss_rec_sfr: 0.2548 (0.2760) loss_cl: -0.2796 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [03:17:29.342344] Epoch: [335] [ 900/2904] eta: 0:25:36 lr: 0.001612 loss: 0.1791 (0.1892) loss_rec_all: 0.2051 (0.2152) loss_rec_sfr: 0.2492 (0.2756) loss_cl: -0.2791 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [03:17:44.252051] Epoch: [335] [ 920/2904] eta: 0:25:20 lr: 0.001612 loss: 0.1773 (0.1891) loss_rec_all: 0.2036 (0.2150) loss_rec_sfr: 0.2512 (0.2750) loss_cl: -0.2789 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [03:17:59.158155] Epoch: [335] [ 940/2904] eta: 0:25:04 lr: 0.001612 loss: 0.1836 (0.1893) loss_rec_all: 0.2097 (0.2152) loss_rec_sfr: 0.2559 (0.2756) loss_cl: -0.2784 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [03:18:14.076773] Epoch: [335] [ 960/2904] eta: 0:24:48 lr: 0.001611 loss: 0.1818 (0.1893) loss_rec_all: 0.2081 (0.2152) loss_rec_sfr: 0.2575 (0.2755) loss_cl: -0.2791 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [03:18:28.992107] Epoch: [335] [ 980/2904] eta: 0:24:32 lr: 0.001611 loss: 0.1789 (0.1895) loss_rec_all: 0.2049 (0.2154) loss_rec_sfr: 0.2715 (0.2763) loss_cl: -0.2794 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [03:18:43.908805] Epoch: [335] [1000/2904] eta: 0:24:16 lr: 0.001611 loss: 0.1783 (0.1894) loss_rec_all: 0.2041 (0.2154) loss_rec_sfr: 0.2556 (0.2761) loss_cl: -0.2788 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [03:18:58.821463] Epoch: [335] [1020/2904] eta: 0:24:00 lr: 0.001611 loss: 0.1767 (0.1893) loss_rec_all: 0.2028 (0.2152) loss_rec_sfr: 0.2491 (0.2755) loss_cl: -0.2775 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [03:19:13.733231] Epoch: [335] [1040/2904] eta: 0:23:44 lr: 0.001611 loss: 0.1826 (0.1892) loss_rec_all: 0.2086 (0.2151) loss_rec_sfr: 0.2527 (0.2751) loss_cl: -0.2783 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [03:19:28.640935] Epoch: [335] [1060/2904] eta: 0:23:28 lr: 0.001611 loss: 0.1739 (0.1890) loss_rec_all: 0.2004 (0.2150) loss_rec_sfr: 0.2485 (0.2747) loss_cl: -0.2787 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [03:19:43.554432] Epoch: [335] [1080/2904] eta: 0:23:12 lr: 0.001611 loss: 0.1784 (0.1890) loss_rec_all: 0.2048 (0.2150) loss_rec_sfr: 0.2590 (0.2748) loss_cl: -0.2799 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [03:19:58.467088] Epoch: [335] [1100/2904] eta: 0:22:56 lr: 0.001611 loss: 0.1755 (0.1889) loss_rec_all: 0.2017 (0.2148) loss_rec_sfr: 0.2257 (0.2742) loss_cl: -0.2800 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [03:20:13.385491] Epoch: [335] [1120/2904] eta: 0:22:40 lr: 0.001611 loss: 0.1794 (0.1888) loss_rec_all: 0.2052 (0.2148) loss_rec_sfr: 0.2576 (0.2740) loss_cl: -0.2797 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [03:20:28.300955] Epoch: [335] [1140/2904] eta: 0:22:24 lr: 0.001611 loss: 0.1795 (0.1888) loss_rec_all: 0.2053 (0.2148) loss_rec_sfr: 0.2560 (0.2741) loss_cl: -0.2786 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [03:20:43.212503] Epoch: [335] [1160/2904] eta: 0:22:09 lr: 0.001611 loss: 0.1763 (0.1887) loss_rec_all: 0.2028 (0.2146) loss_rec_sfr: 0.2609 (0.2738) loss_cl: -0.2797 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [03:20:58.131748] Epoch: [335] [1180/2904] eta: 0:21:53 lr: 0.001611 loss: 0.1813 (0.1887) loss_rec_all: 0.2078 (0.2146) loss_rec_sfr: 0.2546 (0.2737) loss_cl: -0.2790 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [03:21:13.044810] Epoch: [335] [1200/2904] eta: 0:21:37 lr: 0.001611 loss: 0.1839 (0.1887) loss_rec_all: 0.2101 (0.2147) loss_rec_sfr: 0.2572 (0.2738) loss_cl: -0.2782 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [03:21:27.961798] Epoch: [335] [1220/2904] eta: 0:21:21 lr: 0.001611 loss: 0.1770 (0.1888) loss_rec_all: 0.2035 (0.2147) loss_rec_sfr: 0.2521 (0.2738) loss_cl: -0.2788 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [03:21:42.878431] Epoch: [335] [1240/2904] eta: 0:21:06 lr: 0.001611 loss: 0.1776 (0.1887) loss_rec_all: 0.2038 (0.2146) loss_rec_sfr: 0.2334 (0.2734) loss_cl: -0.2796 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [03:21:57.791422] Epoch: [335] [1260/2904] eta: 0:20:50 lr: 0.001611 loss: 0.1810 (0.1887) loss_rec_all: 0.2074 (0.2147) loss_rec_sfr: 0.2508 (0.2734) loss_cl: -0.2790 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [03:22:12.700894] Epoch: [335] [1280/2904] eta: 0:20:35 lr: 0.001611 loss: 0.1777 (0.1886) loss_rec_all: 0.2036 (0.2146) loss_rec_sfr: 0.2546 (0.2732) loss_cl: -0.2784 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [03:22:27.604541] Epoch: [335] [1300/2904] eta: 0:20:19 lr: 0.001611 loss: 0.1748 (0.1885) loss_rec_all: 0.2008 (0.2144) loss_rec_sfr: 0.2156 (0.2727) loss_cl: -0.2790 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [03:22:42.516840] Epoch: [335] [1320/2904] eta: 0:20:03 lr: 0.001611 loss: 0.1769 (0.1886) loss_rec_all: 0.2028 (0.2145) loss_rec_sfr: 0.2631 (0.2730) loss_cl: -0.2788 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [03:22:57.428268] Epoch: [335] [1340/2904] eta: 0:19:48 lr: 0.001611 loss: 0.1793 (0.1885) loss_rec_all: 0.2056 (0.2145) loss_rec_sfr: 0.2573 (0.2730) loss_cl: -0.2786 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [03:23:12.339266] Epoch: [335] [1360/2904] eta: 0:19:32 lr: 0.001611 loss: 0.1799 (0.1886) loss_rec_all: 0.2060 (0.2146) loss_rec_sfr: 0.2698 (0.2733) loss_cl: -0.2794 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [03:23:27.254278] Epoch: [335] [1380/2904] eta: 0:19:17 lr: 0.001611 loss: 0.1807 (0.1886) loss_rec_all: 0.2071 (0.2145) loss_rec_sfr: 0.2557 (0.2731) loss_cl: -0.2796 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [03:23:42.169723] Epoch: [335] [1400/2904] eta: 0:19:01 lr: 0.001611 loss: 0.1794 (0.1885) loss_rec_all: 0.2056 (0.2145) loss_rec_sfr: 0.2606 (0.2731) loss_cl: -0.2790 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [03:23:57.092507] Epoch: [335] [1420/2904] eta: 0:18:46 lr: 0.001611 loss: 0.1781 (0.1884) loss_rec_all: 0.2045 (0.2144) loss_rec_sfr: 0.2246 (0.2727) loss_cl: -0.2785 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [03:24:12.018891] Epoch: [335] [1440/2904] eta: 0:18:31 lr: 0.001611 loss: 0.1793 (0.1884) loss_rec_all: 0.2059 (0.2144) loss_rec_sfr: 0.2258 (0.2723) loss_cl: -0.2790 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [03:24:26.926130] Epoch: [335] [1460/2904] eta: 0:18:15 lr: 0.001611 loss: 0.1816 (0.1885) loss_rec_all: 0.2077 (0.2144) loss_rec_sfr: 0.2672 (0.2727) loss_cl: -0.2793 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [03:24:41.837513] Epoch: [335] [1480/2904] eta: 0:18:00 lr: 0.001611 loss: 0.1804 (0.1886) loss_rec_all: 0.2065 (0.2146) loss_rec_sfr: 0.2735 (0.2732) loss_cl: -0.2784 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [03:24:56.756240] Epoch: [335] [1500/2904] eta: 0:17:44 lr: 0.001611 loss: 0.1773 (0.1886) loss_rec_all: 0.2038 (0.2146) loss_rec_sfr: 0.2280 (0.2732) loss_cl: -0.2791 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [03:25:11.668444] Epoch: [335] [1520/2904] eta: 0:17:29 lr: 0.001611 loss: 0.1812 (0.1887) loss_rec_all: 0.2074 (0.2146) loss_rec_sfr: 0.2613 (0.2733) loss_cl: -0.2799 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [03:25:26.584091] Epoch: [335] [1540/2904] eta: 0:17:13 lr: 0.001611 loss: 0.1819 (0.1888) loss_rec_all: 0.2080 (0.2147) loss_rec_sfr: 0.2602 (0.2737) loss_cl: -0.2796 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [03:25:41.501028] Epoch: [335] [1560/2904] eta: 0:16:58 lr: 0.001611 loss: 0.1780 (0.1887) loss_rec_all: 0.2044 (0.2147) loss_rec_sfr: 0.2471 (0.2733) loss_cl: -0.2786 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [03:25:56.416264] Epoch: [335] [1580/2904] eta: 0:16:43 lr: 0.001610 loss: 0.1811 (0.1887) loss_rec_all: 0.2071 (0.2147) loss_rec_sfr: 0.2642 (0.2737) loss_cl: -0.2784 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [03:26:11.328544] Epoch: [335] [1600/2904] eta: 0:16:27 lr: 0.001610 loss: 0.1804 (0.1887) loss_rec_all: 0.2065 (0.2147) loss_rec_sfr: 0.2507 (0.2737) loss_cl: -0.2783 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [03:26:26.246318] Epoch: [335] [1620/2904] eta: 0:16:12 lr: 0.001610 loss: 0.1821 (0.1888) loss_rec_all: 0.2084 (0.2148) loss_rec_sfr: 0.2653 (0.2741) loss_cl: -0.2793 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [03:26:41.157532] Epoch: [335] [1640/2904] eta: 0:15:57 lr: 0.001610 loss: 0.1864 (0.1889) loss_rec_all: 0.2125 (0.2149) loss_rec_sfr: 0.2588 (0.2744) loss_cl: -0.2793 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [03:26:56.073485] Epoch: [335] [1660/2904] eta: 0:15:41 lr: 0.001610 loss: 0.1823 (0.1889) loss_rec_all: 0.2081 (0.2149) loss_rec_sfr: 0.2695 (0.2744) loss_cl: -0.2782 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [03:27:10.989016] Epoch: [335] [1680/2904] eta: 0:15:26 lr: 0.001610 loss: 0.1773 (0.1889) loss_rec_all: 0.2033 (0.2149) loss_rec_sfr: 0.2646 (0.2744) loss_cl: -0.2793 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [03:27:25.902449] Epoch: [335] [1700/2904] eta: 0:15:11 lr: 0.001610 loss: 0.1791 (0.1890) loss_rec_all: 0.2057 (0.2149) loss_rec_sfr: 0.2566 (0.2746) loss_cl: -0.2795 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [03:27:40.814997] Epoch: [335] [1720/2904] eta: 0:14:55 lr: 0.001610 loss: 0.1751 (0.1889) loss_rec_all: 0.2014 (0.2149) loss_rec_sfr: 0.2574 (0.2745) loss_cl: -0.2790 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [03:27:55.730558] Epoch: [335] [1740/2904] eta: 0:14:40 lr: 0.001610 loss: 0.1781 (0.1889) loss_rec_all: 0.2043 (0.2149) loss_rec_sfr: 0.2593 (0.2747) loss_cl: -0.2780 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [03:28:10.639782] Epoch: [335] [1760/2904] eta: 0:14:25 lr: 0.001610 loss: 0.1794 (0.1889) loss_rec_all: 0.2056 (0.2149) loss_rec_sfr: 0.2541 (0.2746) loss_cl: -0.2778 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [03:28:25.566040] Epoch: [335] [1780/2904] eta: 0:14:10 lr: 0.001610 loss: 0.1785 (0.1889) loss_rec_all: 0.2047 (0.2148) loss_rec_sfr: 0.2549 (0.2745) loss_cl: -0.2790 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [03:28:40.481301] Epoch: [335] [1800/2904] eta: 0:13:54 lr: 0.001610 loss: 0.1828 (0.1889) loss_rec_all: 0.2090 (0.2149) loss_rec_sfr: 0.2631 (0.2747) loss_cl: -0.2798 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [03:28:55.392690] Epoch: [335] [1820/2904] eta: 0:13:39 lr: 0.001610 loss: 0.1791 (0.1889) loss_rec_all: 0.2052 (0.2149) loss_rec_sfr: 0.2572 (0.2747) loss_cl: -0.2798 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [03:29:10.304078] Epoch: [335] [1840/2904] eta: 0:13:24 lr: 0.001610 loss: 0.1831 (0.1889) loss_rec_all: 0.2092 (0.2149) loss_rec_sfr: 0.2561 (0.2748) loss_cl: -0.2790 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [03:29:25.213990] Epoch: [335] [1860/2904] eta: 0:13:09 lr: 0.001610 loss: 0.1825 (0.1888) loss_rec_all: 0.2084 (0.2148) loss_rec_sfr: 0.2608 (0.2745) loss_cl: -0.2782 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [03:29:40.126250] Epoch: [335] [1880/2904] eta: 0:12:53 lr: 0.001610 loss: 0.1801 (0.1888) loss_rec_all: 0.2062 (0.2148) loss_rec_sfr: 0.2622 (0.2745) loss_cl: -0.2781 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [03:29:55.043113] Epoch: [335] [1900/2904] eta: 0:12:38 lr: 0.001610 loss: 0.1752 (0.1888) loss_rec_all: 0.2012 (0.2148) loss_rec_sfr: 0.2543 (0.2744) loss_cl: -0.2785 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [03:30:09.955335] Epoch: [335] [1920/2904] eta: 0:12:23 lr: 0.001610 loss: 0.1792 (0.1888) loss_rec_all: 0.2054 (0.2147) loss_rec_sfr: 0.2556 (0.2744) loss_cl: -0.2796 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [03:30:24.866305] Epoch: [335] [1940/2904] eta: 0:12:08 lr: 0.001610 loss: 0.1816 (0.1888) loss_rec_all: 0.2077 (0.2148) loss_rec_sfr: 0.2583 (0.2746) loss_cl: -0.2792 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [03:30:39.779117] Epoch: [335] [1960/2904] eta: 0:11:53 lr: 0.001610 loss: 0.1810 (0.1889) loss_rec_all: 0.2076 (0.2149) loss_rec_sfr: 0.2645 (0.2748) loss_cl: -0.2791 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [03:30:54.691167] Epoch: [335] [1980/2904] eta: 0:11:37 lr: 0.001610 loss: 0.1765 (0.1889) loss_rec_all: 0.2029 (0.2149) loss_rec_sfr: 0.2624 (0.2749) loss_cl: -0.2790 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [03:31:09.610943] Epoch: [335] [2000/2904] eta: 0:11:22 lr: 0.001610 loss: 0.1833 (0.1890) loss_rec_all: 0.2095 (0.2150) loss_rec_sfr: 0.2610 (0.2751) loss_cl: -0.2789 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [03:31:24.533070] Epoch: [335] [2020/2904] eta: 0:11:07 lr: 0.001610 loss: 0.1786 (0.1890) loss_rec_all: 0.2051 (0.2150) loss_rec_sfr: 0.2598 (0.2751) loss_cl: -0.2786 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [03:31:39.448223] Epoch: [335] [2040/2904] eta: 0:10:52 lr: 0.001610 loss: 0.1784 (0.1891) loss_rec_all: 0.2045 (0.2150) loss_rec_sfr: 0.2672 (0.2754) loss_cl: -0.2779 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [03:31:54.360046] Epoch: [335] [2060/2904] eta: 0:10:37 lr: 0.001610 loss: 0.1768 (0.1890) loss_rec_all: 0.2030 (0.2150) loss_rec_sfr: 0.2220 (0.2752) loss_cl: -0.2790 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [03:32:09.269633] Epoch: [335] [2080/2904] eta: 0:10:21 lr: 0.001610 loss: 0.1797 (0.1890) loss_rec_all: 0.2056 (0.2150) loss_rec_sfr: 0.2631 (0.2753) loss_cl: -0.2787 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [03:32:24.184691] Epoch: [335] [2100/2904] eta: 0:10:06 lr: 0.001610 loss: 0.1791 (0.1890) loss_rec_all: 0.2049 (0.2150) loss_rec_sfr: 0.2646 (0.2754) loss_cl: -0.2784 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [03:32:39.096564] Epoch: [335] [2120/2904] eta: 0:09:51 lr: 0.001610 loss: 0.1773 (0.1890) loss_rec_all: 0.2033 (0.2149) loss_rec_sfr: 0.2567 (0.2753) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [03:32:54.014050] Epoch: [335] [2140/2904] eta: 0:09:36 lr: 0.001610 loss: 0.1841 (0.1890) loss_rec_all: 0.2100 (0.2150) loss_rec_sfr: 0.2666 (0.2753) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [03:33:08.929409] Epoch: [335] [2160/2904] eta: 0:09:21 lr: 0.001610 loss: 0.1808 (0.1891) loss_rec_all: 0.2067 (0.2150) loss_rec_sfr: 0.2648 (0.2756) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [03:33:23.833511] Epoch: [335] [2180/2904] eta: 0:09:06 lr: 0.001610 loss: 0.1782 (0.1891) loss_rec_all: 0.2043 (0.2151) loss_rec_sfr: 0.2524 (0.2757) loss_cl: -0.2795 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [03:33:38.738764] Epoch: [335] [2200/2904] eta: 0:08:51 lr: 0.001609 loss: 0.1793 (0.1892) loss_rec_all: 0.2059 (0.2151) loss_rec_sfr: 0.2629 (0.2759) loss_cl: -0.2797 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [03:33:53.642137] Epoch: [335] [2220/2904] eta: 0:08:35 lr: 0.001609 loss: 0.1791 (0.1891) loss_rec_all: 0.2054 (0.2151) loss_rec_sfr: 0.2595 (0.2757) loss_cl: -0.2795 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [03:34:08.549821] Epoch: [335] [2240/2904] eta: 0:08:20 lr: 0.001609 loss: 0.1822 (0.1891) loss_rec_all: 0.2084 (0.2150) loss_rec_sfr: 0.2522 (0.2756) loss_cl: -0.2790 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [03:34:23.460583] Epoch: [335] [2260/2904] eta: 0:08:05 lr: 0.001609 loss: 0.1799 (0.1891) loss_rec_all: 0.2061 (0.2151) loss_rec_sfr: 0.2532 (0.2756) loss_cl: -0.2787 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [03:34:38.386077] Epoch: [335] [2280/2904] eta: 0:07:50 lr: 0.001609 loss: 0.1778 (0.1891) loss_rec_all: 0.2037 (0.2150) loss_rec_sfr: 0.2586 (0.2755) loss_cl: -0.2788 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [03:34:53.294683] Epoch: [335] [2300/2904] eta: 0:07:35 lr: 0.001609 loss: 0.1776 (0.1891) loss_rec_all: 0.2037 (0.2150) loss_rec_sfr: 0.2287 (0.2755) loss_cl: -0.2788 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [03:35:08.201817] Epoch: [335] [2320/2904] eta: 0:07:20 lr: 0.001609 loss: 0.1815 (0.1891) loss_rec_all: 0.2075 (0.2151) loss_rec_sfr: 0.2652 (0.2756) loss_cl: -0.2789 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [03:35:23.113202] Epoch: [335] [2340/2904] eta: 0:07:05 lr: 0.001609 loss: 0.1821 (0.1892) loss_rec_all: 0.2083 (0.2151) loss_rec_sfr: 0.2675 (0.2760) loss_cl: -0.2785 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [03:35:38.032587] Epoch: [335] [2360/2904] eta: 0:06:50 lr: 0.001609 loss: 0.1814 (0.1892) loss_rec_all: 0.2076 (0.2152) loss_rec_sfr: 0.2535 (0.2761) loss_cl: -0.2784 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [03:35:52.945413] Epoch: [335] [2380/2904] eta: 0:06:34 lr: 0.001609 loss: 0.1790 (0.1892) loss_rec_all: 0.2054 (0.2152) loss_rec_sfr: 0.2583 (0.2760) loss_cl: -0.2782 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [03:36:07.862241] Epoch: [335] [2400/2904] eta: 0:06:19 lr: 0.001609 loss: 0.1772 (0.1892) loss_rec_all: 0.2037 (0.2152) loss_rec_sfr: 0.2545 (0.2760) loss_cl: -0.2798 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [03:36:22.775546] Epoch: [335] [2420/2904] eta: 0:06:04 lr: 0.001609 loss: 0.1818 (0.1893) loss_rec_all: 0.2079 (0.2153) loss_rec_sfr: 0.2632 (0.2763) loss_cl: -0.2792 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [03:36:37.687017] Epoch: [335] [2440/2904] eta: 0:05:49 lr: 0.001609 loss: 0.1774 (0.1893) loss_rec_all: 0.2038 (0.2153) loss_rec_sfr: 0.2575 (0.2762) loss_cl: -0.2777 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [03:36:52.594272] Epoch: [335] [2460/2904] eta: 0:05:34 lr: 0.001609 loss: 0.1789 (0.1893) loss_rec_all: 0.2050 (0.2152) loss_rec_sfr: 0.2541 (0.2761) loss_cl: -0.2777 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [03:37:07.501722] Epoch: [335] [2480/2904] eta: 0:05:19 lr: 0.001609 loss: 0.1788 (0.1893) loss_rec_all: 0.2047 (0.2152) loss_rec_sfr: 0.2622 (0.2761) loss_cl: -0.2784 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [03:37:22.412406] Epoch: [335] [2500/2904] eta: 0:05:04 lr: 0.001609 loss: 0.1823 (0.1893) loss_rec_all: 0.2083 (0.2152) loss_rec_sfr: 0.2595 (0.2762) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [03:37:37.317311] Epoch: [335] [2520/2904] eta: 0:04:49 lr: 0.001609 loss: 0.1777 (0.1893) loss_rec_all: 0.2042 (0.2152) loss_rec_sfr: 0.2452 (0.2760) loss_cl: -0.2789 (-0.2788) time: 0.7452 data: 0.0003 max mem: 29860 [03:37:52.227131] Epoch: [335] [2540/2904] eta: 0:04:34 lr: 0.001609 loss: 0.1812 (0.1893) loss_rec_all: 0.2074 (0.2152) loss_rec_sfr: 0.2621 (0.2761) loss_cl: -0.2799 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [03:38:07.139320] Epoch: [335] [2560/2904] eta: 0:04:19 lr: 0.001609 loss: 0.1800 (0.1892) loss_rec_all: 0.2061 (0.2152) loss_rec_sfr: 0.2625 (0.2760) loss_cl: -0.2793 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [03:38:22.053846] Epoch: [335] [2580/2904] eta: 0:04:03 lr: 0.001609 loss: 0.1792 (0.1893) loss_rec_all: 0.2051 (0.2152) loss_rec_sfr: 0.2721 (0.2761) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [03:38:36.978772] Epoch: [335] [2600/2904] eta: 0:03:48 lr: 0.001609 loss: 0.1812 (0.1893) loss_rec_all: 0.2078 (0.2152) loss_rec_sfr: 0.2567 (0.2760) loss_cl: -0.2788 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [03:38:51.885015] Epoch: [335] [2620/2904] eta: 0:03:33 lr: 0.001609 loss: 0.1788 (0.1893) loss_rec_all: 0.2054 (0.2153) loss_rec_sfr: 0.2619 (0.2762) loss_cl: -0.2786 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [03:39:06.796986] Epoch: [335] [2640/2904] eta: 0:03:18 lr: 0.001609 loss: 0.1771 (0.1892) loss_rec_all: 0.2033 (0.2152) loss_rec_sfr: 0.2230 (0.2759) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [03:39:21.706569] Epoch: [335] [2660/2904] eta: 0:03:03 lr: 0.001609 loss: 0.1820 (0.1892) loss_rec_all: 0.2080 (0.2152) loss_rec_sfr: 0.2647 (0.2760) loss_cl: -0.2791 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [03:39:36.614811] Epoch: [335] [2680/2904] eta: 0:02:48 lr: 0.001609 loss: 0.1769 (0.1892) loss_rec_all: 0.2033 (0.2152) loss_rec_sfr: 0.2615 (0.2760) loss_cl: -0.2792 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [03:39:51.517315] Epoch: [335] [2700/2904] eta: 0:02:33 lr: 0.001609 loss: 0.1810 (0.1892) loss_rec_all: 0.2070 (0.2152) loss_rec_sfr: 0.2633 (0.2761) loss_cl: -0.2792 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [03:40:06.423254] Epoch: [335] [2720/2904] eta: 0:02:18 lr: 0.001609 loss: 0.1831 (0.1892) loss_rec_all: 0.2095 (0.2152) loss_rec_sfr: 0.2388 (0.2760) loss_cl: -0.2788 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [03:40:21.333888] Epoch: [335] [2740/2904] eta: 0:02:03 lr: 0.001609 loss: 0.1810 (0.1893) loss_rec_all: 0.2071 (0.2152) loss_rec_sfr: 0.2600 (0.2761) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [03:40:36.240528] Epoch: [335] [2760/2904] eta: 0:01:48 lr: 0.001609 loss: 0.1818 (0.1892) loss_rec_all: 0.2078 (0.2152) loss_rec_sfr: 0.2646 (0.2759) loss_cl: -0.2790 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [03:40:51.150239] Epoch: [335] [2780/2904] eta: 0:01:33 lr: 0.001609 loss: 0.1804 (0.1892) loss_rec_all: 0.2067 (0.2151) loss_rec_sfr: 0.2644 (0.2758) loss_cl: -0.2793 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [03:41:06.062921] Epoch: [335] [2800/2904] eta: 0:01:18 lr: 0.001609 loss: 0.1800 (0.1892) loss_rec_all: 0.2060 (0.2151) loss_rec_sfr: 0.2599 (0.2758) loss_cl: -0.2790 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [03:41:20.976308] Epoch: [335] [2820/2904] eta: 0:01:03 lr: 0.001608 loss: 0.1833 (0.1892) loss_rec_all: 0.2094 (0.2151) loss_rec_sfr: 0.2677 (0.2758) loss_cl: -0.2789 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [03:41:35.919094] Epoch: [335] [2840/2904] eta: 0:00:48 lr: 0.001608 loss: 0.1785 (0.1892) loss_rec_all: 0.2045 (0.2151) loss_rec_sfr: 0.2604 (0.2758) loss_cl: -0.2789 (-0.2788) time: 0.7471 data: 0.0022 max mem: 29860 [03:41:50.811255] Epoch: [335] [2860/2904] eta: 0:00:33 lr: 0.001608 loss: 0.1767 (0.1892) loss_rec_all: 0.2029 (0.2151) loss_rec_sfr: 0.2151 (0.2756) loss_cl: -0.2794 (-0.2789) time: 0.7446 data: 0.0001 max mem: 29860 [03:42:05.703424] Epoch: [335] [2880/2904] eta: 0:00:18 lr: 0.001608 loss: 0.1792 (0.1892) loss_rec_all: 0.2052 (0.2151) loss_rec_sfr: 0.2672 (0.2757) loss_cl: -0.2792 (-0.2789) time: 0.7446 data: 0.0001 max mem: 29860 [03:42:20.594499] Epoch: [335] [2900/2904] eta: 0:00:03 lr: 0.001608 loss: 0.1796 (0.1892) loss_rec_all: 0.2056 (0.2151) loss_rec_sfr: 0.2596 (0.2757) loss_cl: -0.2791 (-0.2789) time: 0.7445 data: 0.0001 max mem: 29860 [03:42:22.833652] Epoch: [335] [2903/2904] eta: 0:00:00 lr: 0.001608 loss: 0.1794 (0.1892) loss_rec_all: 0.2055 (0.2151) loss_rec_sfr: 0.2613 (0.2757) loss_cl: -0.2789 (-0.2789) time: 0.7444 data: 0.0001 max mem: 29860 [03:42:24.897873] Epoch: [335] Total time: 0:36:26 (0.7529 s / it) [03:42:24.898871] Averaged stats: lr: 0.001608 loss: 0.1794 (0.1914) loss_rec_all: 0.2055 (0.2151) loss_rec_sfr: 0.2613 (0.2753) loss_cl: -0.2789 (-0.2556) [03:42:24.903606] log_dir: ./checkpoint/VF2_ViT-B [03:42:43.533609] Epoch: [336] [ 0/2904] eta: 15:01:38 lr: 0.001608 loss: 0.1765 (0.1765) loss_rec_all: 0.2025 (0.2025) loss_rec_sfr: 0.2614 (0.2614) loss_cl: -0.2785 (-0.2785) time: 18.6288 data: 12.6512 max mem: 29860 [03:42:59.269062] Epoch: [336] [ 20/2904] eta: 1:18:39 lr: 0.001608 loss: 0.1818 (0.1993) loss_rec_all: 0.2084 (0.2248) loss_rec_sfr: 0.2766 (0.3262) loss_cl: -0.2784 (-0.2783) time: 0.7867 data: 0.0136 max mem: 29860 [03:43:14.138491] Epoch: [336] [ 40/2904] eta: 0:57:19 lr: 0.001608 loss: 0.1783 (0.2000) loss_rec_all: 0.2047 (0.2257) loss_rec_sfr: 0.2652 (0.3214) loss_cl: -0.2791 (-0.2787) time: 0.7434 data: 0.0002 max mem: 29860 [03:43:29.016417] Epoch: [336] [ 60/2904] eta: 0:49:48 lr: 0.001608 loss: 0.1754 (0.1933) loss_rec_all: 0.2018 (0.2191) loss_rec_sfr: 0.2208 (0.2954) loss_cl: -0.2795 (-0.2789) time: 0.7439 data: 0.0002 max mem: 29860 [03:43:43.905425] Epoch: [336] [ 80/2904] eta: 0:45:54 lr: 0.001608 loss: 0.1775 (0.1925) loss_rec_all: 0.2036 (0.2184) loss_rec_sfr: 0.2599 (0.2922) loss_cl: -0.2789 (-0.2789) time: 0.7444 data: 0.0002 max mem: 29860 [03:43:58.807158] Epoch: [336] [ 100/2904] eta: 0:43:26 lr: 0.001608 loss: 0.1779 (0.1911) loss_rec_all: 0.2038 (0.2170) loss_rec_sfr: 0.2585 (0.2862) loss_cl: -0.2785 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [03:44:13.712577] Epoch: [336] [ 120/2904] eta: 0:41:43 lr: 0.001608 loss: 0.1745 (0.1886) loss_rec_all: 0.2008 (0.2145) loss_rec_sfr: 0.2613 (0.2800) loss_cl: -0.2787 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [03:44:28.636189] Epoch: [336] [ 140/2904] eta: 0:40:25 lr: 0.001608 loss: 0.1773 (0.1887) loss_rec_all: 0.2040 (0.2147) loss_rec_sfr: 0.2508 (0.2787) loss_cl: -0.2796 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [03:44:43.543790] Epoch: [336] [ 160/2904] eta: 0:39:22 lr: 0.001608 loss: 0.1775 (0.1891) loss_rec_all: 0.2038 (0.2151) loss_rec_sfr: 0.2523 (0.2790) loss_cl: -0.2800 (-0.2790) time: 0.7453 data: 0.0002 max mem: 29860 [03:44:58.468227] Epoch: [336] [ 180/2904] eta: 0:38:30 lr: 0.001608 loss: 0.1753 (0.1890) loss_rec_all: 0.2015 (0.2150) loss_rec_sfr: 0.2564 (0.2798) loss_cl: -0.2794 (-0.2790) time: 0.7462 data: 0.0002 max mem: 29860 [03:45:13.376698] Epoch: [336] [ 200/2904] eta: 0:37:46 lr: 0.001608 loss: 0.1754 (0.1885) loss_rec_all: 0.2018 (0.2145) loss_rec_sfr: 0.2531 (0.2778) loss_cl: -0.2780 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [03:45:28.283293] Epoch: [336] [ 220/2904] eta: 0:37:06 lr: 0.001608 loss: 0.1779 (0.1883) loss_rec_all: 0.2041 (0.2142) loss_rec_sfr: 0.2272 (0.2752) loss_cl: -0.2789 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [03:45:43.185432] Epoch: [336] [ 240/2904] eta: 0:36:31 lr: 0.001608 loss: 0.1777 (0.1885) loss_rec_all: 0.2039 (0.2144) loss_rec_sfr: 0.2574 (0.2761) loss_cl: -0.2790 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [03:45:58.087868] Epoch: [336] [ 260/2904] eta: 0:35:59 lr: 0.001608 loss: 0.1822 (0.1887) loss_rec_all: 0.2081 (0.2146) loss_rec_sfr: 0.2624 (0.2764) loss_cl: -0.2795 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [03:46:12.999129] Epoch: [336] [ 280/2904] eta: 0:35:29 lr: 0.001608 loss: 0.1778 (0.1887) loss_rec_all: 0.2044 (0.2147) loss_rec_sfr: 0.2514 (0.2753) loss_cl: -0.2791 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [03:46:27.927932] Epoch: [336] [ 300/2904] eta: 0:35:02 lr: 0.001608 loss: 0.1805 (0.1889) loss_rec_all: 0.2067 (0.2148) loss_rec_sfr: 0.2471 (0.2759) loss_cl: -0.2782 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [03:46:42.834184] Epoch: [336] [ 320/2904] eta: 0:34:36 lr: 0.001608 loss: 0.1776 (0.1884) loss_rec_all: 0.2041 (0.2144) loss_rec_sfr: 0.2562 (0.2742) loss_cl: -0.2790 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [03:46:57.738661] Epoch: [336] [ 340/2904] eta: 0:34:11 lr: 0.001608 loss: 0.1806 (0.1885) loss_rec_all: 0.2066 (0.2144) loss_rec_sfr: 0.2602 (0.2744) loss_cl: -0.2792 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [03:47:12.650776] Epoch: [336] [ 360/2904] eta: 0:33:47 lr: 0.001608 loss: 0.1816 (0.1890) loss_rec_all: 0.2077 (0.2149) loss_rec_sfr: 0.2665 (0.2768) loss_cl: -0.2794 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [03:47:27.562233] Epoch: [336] [ 380/2904] eta: 0:33:24 lr: 0.001608 loss: 0.1834 (0.1893) loss_rec_all: 0.2093 (0.2153) loss_rec_sfr: 0.2627 (0.2783) loss_cl: -0.2794 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [03:47:42.473550] Epoch: [336] [ 400/2904] eta: 0:33:02 lr: 0.001608 loss: 0.1781 (0.1891) loss_rec_all: 0.2040 (0.2151) loss_rec_sfr: 0.2571 (0.2775) loss_cl: -0.2787 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [03:47:57.381715] Epoch: [336] [ 420/2904] eta: 0:32:41 lr: 0.001608 loss: 0.1791 (0.1893) loss_rec_all: 0.2052 (0.2152) loss_rec_sfr: 0.2564 (0.2782) loss_cl: -0.2787 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [03:48:12.293265] Epoch: [336] [ 440/2904] eta: 0:32:20 lr: 0.001608 loss: 0.1788 (0.1897) loss_rec_all: 0.2048 (0.2156) loss_rec_sfr: 0.2641 (0.2797) loss_cl: -0.2788 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [03:48:27.206007] Epoch: [336] [ 460/2904] eta: 0:32:00 lr: 0.001608 loss: 0.1781 (0.1895) loss_rec_all: 0.2044 (0.2155) loss_rec_sfr: 0.2578 (0.2790) loss_cl: -0.2794 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [03:48:42.122308] Epoch: [336] [ 480/2904] eta: 0:31:40 lr: 0.001608 loss: 0.1792 (0.1894) loss_rec_all: 0.2053 (0.2153) loss_rec_sfr: 0.2540 (0.2782) loss_cl: -0.2795 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [03:48:57.037980] Epoch: [336] [ 500/2904] eta: 0:31:21 lr: 0.001608 loss: 0.1780 (0.1894) loss_rec_all: 0.2038 (0.2153) loss_rec_sfr: 0.2260 (0.2779) loss_cl: -0.2782 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [03:49:11.947031] Epoch: [336] [ 520/2904] eta: 0:31:02 lr: 0.001608 loss: 0.1811 (0.1894) loss_rec_all: 0.2072 (0.2153) loss_rec_sfr: 0.2620 (0.2778) loss_cl: -0.2789 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [03:49:26.859091] Epoch: [336] [ 540/2904] eta: 0:30:43 lr: 0.001607 loss: 0.1760 (0.1894) loss_rec_all: 0.2022 (0.2153) loss_rec_sfr: 0.2470 (0.2776) loss_cl: -0.2797 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [03:49:41.765316] Epoch: [336] [ 560/2904] eta: 0:30:25 lr: 0.001607 loss: 0.1819 (0.1896) loss_rec_all: 0.2082 (0.2155) loss_rec_sfr: 0.2273 (0.2775) loss_cl: -0.2788 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [03:49:56.673757] Epoch: [336] [ 580/2904] eta: 0:30:06 lr: 0.001607 loss: 0.1817 (0.1897) loss_rec_all: 0.2076 (0.2157) loss_rec_sfr: 0.2582 (0.2777) loss_cl: -0.2790 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [03:50:11.585858] Epoch: [336] [ 600/2904] eta: 0:29:48 lr: 0.001607 loss: 0.1790 (0.1897) loss_rec_all: 0.2049 (0.2156) loss_rec_sfr: 0.2570 (0.2775) loss_cl: -0.2788 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [03:50:26.489957] Epoch: [336] [ 620/2904] eta: 0:29:31 lr: 0.001607 loss: 0.1778 (0.1897) loss_rec_all: 0.2038 (0.2156) loss_rec_sfr: 0.2613 (0.2777) loss_cl: -0.2785 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [03:50:41.391902] Epoch: [336] [ 640/2904] eta: 0:29:13 lr: 0.001607 loss: 0.1791 (0.1895) loss_rec_all: 0.2050 (0.2155) loss_rec_sfr: 0.2656 (0.2775) loss_cl: -0.2786 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [03:50:56.296924] Epoch: [336] [ 660/2904] eta: 0:28:56 lr: 0.001607 loss: 0.1799 (0.1895) loss_rec_all: 0.2061 (0.2154) loss_rec_sfr: 0.2610 (0.2777) loss_cl: -0.2793 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [03:51:11.199499] Epoch: [336] [ 680/2904] eta: 0:28:38 lr: 0.001607 loss: 0.1782 (0.1893) loss_rec_all: 0.2043 (0.2153) loss_rec_sfr: 0.2517 (0.2772) loss_cl: -0.2792 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [03:51:26.112412] Epoch: [336] [ 700/2904] eta: 0:28:21 lr: 0.001607 loss: 0.1794 (0.1896) loss_rec_all: 0.2058 (0.2155) loss_rec_sfr: 0.2668 (0.2780) loss_cl: -0.2790 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [03:51:41.024523] Epoch: [336] [ 720/2904] eta: 0:28:04 lr: 0.001607 loss: 0.1782 (0.1894) loss_rec_all: 0.2045 (0.2154) loss_rec_sfr: 0.2551 (0.2776) loss_cl: -0.2795 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [03:51:55.936337] Epoch: [336] [ 740/2904] eta: 0:27:47 lr: 0.001607 loss: 0.1780 (0.1895) loss_rec_all: 0.2041 (0.2154) loss_rec_sfr: 0.2577 (0.2776) loss_cl: -0.2787 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [03:52:10.844568] Epoch: [336] [ 760/2904] eta: 0:27:30 lr: 0.001607 loss: 0.1812 (0.1895) loss_rec_all: 0.2076 (0.2154) loss_rec_sfr: 0.2595 (0.2774) loss_cl: -0.2789 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [03:52:25.761818] Epoch: [336] [ 780/2904] eta: 0:27:13 lr: 0.001607 loss: 0.1771 (0.1896) loss_rec_all: 0.2030 (0.2155) loss_rec_sfr: 0.2698 (0.2779) loss_cl: -0.2788 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [03:52:40.674856] Epoch: [336] [ 800/2904] eta: 0:26:57 lr: 0.001607 loss: 0.1789 (0.1894) loss_rec_all: 0.2050 (0.2154) loss_rec_sfr: 0.2281 (0.2773) loss_cl: -0.2791 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [03:52:55.592936] Epoch: [336] [ 820/2904] eta: 0:26:40 lr: 0.001607 loss: 0.1811 (0.1894) loss_rec_all: 0.2076 (0.2153) loss_rec_sfr: 0.2601 (0.2773) loss_cl: -0.2789 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [03:53:10.506410] Epoch: [336] [ 840/2904] eta: 0:26:24 lr: 0.001607 loss: 0.1761 (0.1893) loss_rec_all: 0.2022 (0.2153) loss_rec_sfr: 0.2576 (0.2773) loss_cl: -0.2786 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [03:53:25.421827] Epoch: [336] [ 860/2904] eta: 0:26:07 lr: 0.001607 loss: 0.1782 (0.1893) loss_rec_all: 0.2045 (0.2153) loss_rec_sfr: 0.2630 (0.2770) loss_cl: -0.2784 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [03:53:40.339814] Epoch: [336] [ 880/2904] eta: 0:25:51 lr: 0.001607 loss: 0.1789 (0.1891) loss_rec_all: 0.2052 (0.2151) loss_rec_sfr: 0.2497 (0.2762) loss_cl: -0.2790 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [03:53:55.254986] Epoch: [336] [ 900/2904] eta: 0:25:35 lr: 0.001607 loss: 0.1803 (0.1891) loss_rec_all: 0.2067 (0.2151) loss_rec_sfr: 0.2501 (0.2760) loss_cl: -0.2794 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [03:54:10.168711] Epoch: [336] [ 920/2904] eta: 0:25:19 lr: 0.001607 loss: 0.1752 (0.1890) loss_rec_all: 0.2017 (0.2150) loss_rec_sfr: 0.2181 (0.2755) loss_cl: -0.2792 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [03:54:25.077653] Epoch: [336] [ 940/2904] eta: 0:25:03 lr: 0.001607 loss: 0.1790 (0.1888) loss_rec_all: 0.2053 (0.2148) loss_rec_sfr: 0.2316 (0.2748) loss_cl: -0.2788 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [03:54:39.984519] Epoch: [336] [ 960/2904] eta: 0:24:46 lr: 0.001607 loss: 0.1805 (0.1888) loss_rec_all: 0.2065 (0.2147) loss_rec_sfr: 0.2553 (0.2746) loss_cl: -0.2786 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [03:54:54.896131] Epoch: [336] [ 980/2904] eta: 0:24:30 lr: 0.001607 loss: 0.1785 (0.1886) loss_rec_all: 0.2051 (0.2146) loss_rec_sfr: 0.2293 (0.2740) loss_cl: -0.2795 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [03:55:09.783741] Epoch: [336] [1000/2904] eta: 0:24:14 lr: 0.001607 loss: 0.1764 (0.1885) loss_rec_all: 0.2027 (0.2144) loss_rec_sfr: 0.2283 (0.2734) loss_cl: -0.2796 (-0.2789) time: 0.7443 data: 0.0002 max mem: 29860 [03:55:24.691123] Epoch: [336] [1020/2904] eta: 0:23:58 lr: 0.001607 loss: 0.1798 (0.1887) loss_rec_all: 0.2062 (0.2146) loss_rec_sfr: 0.2615 (0.2740) loss_cl: -0.2791 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [03:55:39.600972] Epoch: [336] [1040/2904] eta: 0:23:42 lr: 0.001607 loss: 0.1775 (0.1886) loss_rec_all: 0.2038 (0.2146) loss_rec_sfr: 0.2568 (0.2739) loss_cl: -0.2786 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [03:55:54.506968] Epoch: [336] [1060/2904] eta: 0:23:26 lr: 0.001607 loss: 0.1781 (0.1887) loss_rec_all: 0.2043 (0.2146) loss_rec_sfr: 0.2569 (0.2741) loss_cl: -0.2790 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [03:56:09.419942] Epoch: [336] [1080/2904] eta: 0:23:11 lr: 0.001607 loss: 0.1814 (0.1887) loss_rec_all: 0.2075 (0.2147) loss_rec_sfr: 0.2700 (0.2745) loss_cl: -0.2784 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [03:56:24.340171] Epoch: [336] [1100/2904] eta: 0:22:55 lr: 0.001607 loss: 0.1810 (0.1888) loss_rec_all: 0.2076 (0.2148) loss_rec_sfr: 0.2570 (0.2747) loss_cl: -0.2781 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [03:56:39.258092] Epoch: [336] [1120/2904] eta: 0:22:39 lr: 0.001607 loss: 0.1799 (0.1889) loss_rec_all: 0.2058 (0.2148) loss_rec_sfr: 0.2608 (0.2751) loss_cl: -0.2792 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [03:56:54.173740] Epoch: [336] [1140/2904] eta: 0:22:23 lr: 0.001607 loss: 0.1770 (0.1888) loss_rec_all: 0.2029 (0.2147) loss_rec_sfr: 0.2345 (0.2748) loss_cl: -0.2791 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [03:57:09.082360] Epoch: [336] [1160/2904] eta: 0:22:08 lr: 0.001606 loss: 0.1776 (0.1888) loss_rec_all: 0.2036 (0.2147) loss_rec_sfr: 0.2497 (0.2749) loss_cl: -0.2783 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [03:57:23.993197] Epoch: [336] [1180/2904] eta: 0:21:52 lr: 0.001606 loss: 0.1811 (0.1887) loss_rec_all: 0.2074 (0.2147) loss_rec_sfr: 0.2535 (0.2746) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [03:57:38.901411] Epoch: [336] [1200/2904] eta: 0:21:36 lr: 0.001606 loss: 0.1795 (0.1888) loss_rec_all: 0.2056 (0.2148) loss_rec_sfr: 0.2649 (0.2750) loss_cl: -0.2789 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [03:57:53.811635] Epoch: [336] [1220/2904] eta: 0:21:21 lr: 0.001606 loss: 0.1804 (0.1889) loss_rec_all: 0.2067 (0.2148) loss_rec_sfr: 0.2613 (0.2752) loss_cl: -0.2793 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [03:58:08.721241] Epoch: [336] [1240/2904] eta: 0:21:05 lr: 0.001606 loss: 0.1773 (0.1888) loss_rec_all: 0.2036 (0.2147) loss_rec_sfr: 0.2281 (0.2747) loss_cl: -0.2789 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [03:58:23.629005] Epoch: [336] [1260/2904] eta: 0:20:49 lr: 0.001606 loss: 0.1773 (0.1888) loss_rec_all: 0.2034 (0.2148) loss_rec_sfr: 0.2626 (0.2751) loss_cl: -0.2789 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [03:58:38.538218] Epoch: [336] [1280/2904] eta: 0:20:34 lr: 0.001606 loss: 0.1792 (0.1890) loss_rec_all: 0.2054 (0.2149) loss_rec_sfr: 0.2671 (0.2755) loss_cl: -0.2788 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [03:58:53.446782] Epoch: [336] [1300/2904] eta: 0:20:18 lr: 0.001606 loss: 0.1808 (0.1891) loss_rec_all: 0.2066 (0.2150) loss_rec_sfr: 0.2688 (0.2760) loss_cl: -0.2786 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [03:59:08.352891] Epoch: [336] [1320/2904] eta: 0:20:03 lr: 0.001606 loss: 0.1820 (0.1891) loss_rec_all: 0.2079 (0.2151) loss_rec_sfr: 0.2666 (0.2763) loss_cl: -0.2782 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [03:59:23.262842] Epoch: [336] [1340/2904] eta: 0:19:47 lr: 0.001606 loss: 0.1794 (0.1892) loss_rec_all: 0.2056 (0.2152) loss_rec_sfr: 0.2604 (0.2766) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [03:59:38.162320] Epoch: [336] [1360/2904] eta: 0:19:32 lr: 0.001606 loss: 0.1769 (0.1891) loss_rec_all: 0.2029 (0.2151) loss_rec_sfr: 0.2587 (0.2763) loss_cl: -0.2789 (-0.2788) time: 0.7449 data: 0.0002 max mem: 29860 [03:59:53.069447] Epoch: [336] [1380/2904] eta: 0:19:16 lr: 0.001606 loss: 0.1787 (0.1891) loss_rec_all: 0.2049 (0.2150) loss_rec_sfr: 0.2592 (0.2762) loss_cl: -0.2792 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [04:00:07.976641] Epoch: [336] [1400/2904] eta: 0:19:01 lr: 0.001606 loss: 0.1885 (0.1894) loss_rec_all: 0.2145 (0.2153) loss_rec_sfr: 0.2615 (0.2769) loss_cl: -0.2790 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [04:00:22.890590] Epoch: [336] [1420/2904] eta: 0:18:45 lr: 0.001606 loss: 0.1766 (0.1893) loss_rec_all: 0.2024 (0.2152) loss_rec_sfr: 0.2541 (0.2766) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [04:00:37.799802] Epoch: [336] [1440/2904] eta: 0:18:30 lr: 0.001606 loss: 0.1803 (0.1893) loss_rec_all: 0.2068 (0.2153) loss_rec_sfr: 0.2611 (0.2767) loss_cl: -0.2792 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [04:00:52.701116] Epoch: [336] [1460/2904] eta: 0:18:14 lr: 0.001606 loss: 0.1809 (0.1893) loss_rec_all: 0.2069 (0.2153) loss_rec_sfr: 0.2556 (0.2766) loss_cl: -0.2792 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [04:01:07.609984] Epoch: [336] [1480/2904] eta: 0:17:59 lr: 0.001606 loss: 0.1782 (0.1893) loss_rec_all: 0.2046 (0.2152) loss_rec_sfr: 0.2203 (0.2762) loss_cl: -0.2786 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [04:01:22.516691] Epoch: [336] [1500/2904] eta: 0:17:44 lr: 0.001606 loss: 0.1817 (0.1892) loss_rec_all: 0.2076 (0.2151) loss_rec_sfr: 0.2619 (0.2760) loss_cl: -0.2791 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [04:01:37.420417] Epoch: [336] [1520/2904] eta: 0:17:28 lr: 0.001606 loss: 0.1781 (0.1892) loss_rec_all: 0.2046 (0.2151) loss_rec_sfr: 0.2571 (0.2760) loss_cl: -0.2793 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [04:01:52.329814] Epoch: [336] [1540/2904] eta: 0:17:13 lr: 0.001606 loss: 0.1802 (0.1891) loss_rec_all: 0.2067 (0.2151) loss_rec_sfr: 0.2575 (0.2757) loss_cl: -0.2798 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [04:02:07.238046] Epoch: [336] [1560/2904] eta: 0:16:57 lr: 0.001606 loss: 0.1808 (0.1891) loss_rec_all: 0.2068 (0.2151) loss_rec_sfr: 0.2517 (0.2757) loss_cl: -0.2787 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [04:02:22.150238] Epoch: [336] [1580/2904] eta: 0:16:42 lr: 0.001606 loss: 0.1800 (0.1891) loss_rec_all: 0.2063 (0.2150) loss_rec_sfr: 0.2548 (0.2755) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [04:02:37.063986] Epoch: [336] [1600/2904] eta: 0:16:27 lr: 0.001606 loss: 0.1798 (0.1890) loss_rec_all: 0.2060 (0.2150) loss_rec_sfr: 0.2580 (0.2753) loss_cl: -0.2789 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [04:02:51.977991] Epoch: [336] [1620/2904] eta: 0:16:11 lr: 0.001606 loss: 0.1776 (0.1892) loss_rec_all: 0.2038 (0.2151) loss_rec_sfr: 0.2604 (0.2758) loss_cl: -0.2784 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [04:03:06.886513] Epoch: [336] [1640/2904] eta: 0:15:56 lr: 0.001606 loss: 0.1749 (0.1891) loss_rec_all: 0.2008 (0.2151) loss_rec_sfr: 0.2594 (0.2757) loss_cl: -0.2786 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [04:03:21.791093] Epoch: [336] [1660/2904] eta: 0:15:41 lr: 0.001606 loss: 0.1803 (0.1891) loss_rec_all: 0.2064 (0.2151) loss_rec_sfr: 0.2642 (0.2756) loss_cl: -0.2794 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [04:03:36.705070] Epoch: [336] [1680/2904] eta: 0:15:25 lr: 0.001606 loss: 0.1823 (0.1891) loss_rec_all: 0.2086 (0.2151) loss_rec_sfr: 0.2657 (0.2757) loss_cl: -0.2794 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [04:03:51.616602] Epoch: [336] [1700/2904] eta: 0:15:10 lr: 0.001606 loss: 0.1770 (0.1891) loss_rec_all: 0.2034 (0.2151) loss_rec_sfr: 0.2487 (0.2757) loss_cl: -0.2788 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [04:04:06.523710] Epoch: [336] [1720/2904] eta: 0:14:55 lr: 0.001606 loss: 0.1794 (0.1891) loss_rec_all: 0.2053 (0.2150) loss_rec_sfr: 0.2550 (0.2753) loss_cl: -0.2784 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [04:04:21.428925] Epoch: [336] [1740/2904] eta: 0:14:40 lr: 0.001606 loss: 0.1778 (0.1889) loss_rec_all: 0.2038 (0.2149) loss_rec_sfr: 0.2539 (0.2751) loss_cl: -0.2793 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [04:04:36.339163] Epoch: [336] [1760/2904] eta: 0:14:24 lr: 0.001606 loss: 0.1816 (0.1890) loss_rec_all: 0.2076 (0.2150) loss_rec_sfr: 0.2608 (0.2754) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [04:04:51.243660] Epoch: [336] [1780/2904] eta: 0:14:09 lr: 0.001605 loss: 0.1765 (0.1890) loss_rec_all: 0.2026 (0.2149) loss_rec_sfr: 0.2496 (0.2751) loss_cl: -0.2796 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [04:05:06.151172] Epoch: [336] [1800/2904] eta: 0:13:54 lr: 0.001605 loss: 0.1775 (0.1889) loss_rec_all: 0.2036 (0.2149) loss_rec_sfr: 0.2495 (0.2749) loss_cl: -0.2796 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [04:05:21.061991] Epoch: [336] [1820/2904] eta: 0:13:39 lr: 0.001605 loss: 0.1771 (0.1888) loss_rec_all: 0.2030 (0.2148) loss_rec_sfr: 0.2581 (0.2746) loss_cl: -0.2791 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [04:05:35.970264] Epoch: [336] [1840/2904] eta: 0:13:23 lr: 0.001605 loss: 0.1805 (0.1888) loss_rec_all: 0.2063 (0.2148) loss_rec_sfr: 0.2266 (0.2745) loss_cl: -0.2786 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [04:05:50.877314] Epoch: [336] [1860/2904] eta: 0:13:08 lr: 0.001605 loss: 0.1834 (0.1888) loss_rec_all: 0.2097 (0.2148) loss_rec_sfr: 0.2547 (0.2744) loss_cl: -0.2800 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [04:06:05.790502] Epoch: [336] [1880/2904] eta: 0:12:53 lr: 0.001605 loss: 0.1823 (0.1889) loss_rec_all: 0.2083 (0.2149) loss_rec_sfr: 0.2655 (0.2748) loss_cl: -0.2790 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [04:06:20.693455] Epoch: [336] [1900/2904] eta: 0:12:38 lr: 0.001605 loss: 0.1784 (0.1889) loss_rec_all: 0.2043 (0.2149) loss_rec_sfr: 0.2621 (0.2748) loss_cl: -0.2788 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [04:06:35.602622] Epoch: [336] [1920/2904] eta: 0:12:23 lr: 0.001605 loss: 0.1790 (0.1889) loss_rec_all: 0.2053 (0.2149) loss_rec_sfr: 0.2632 (0.2748) loss_cl: -0.2786 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [04:06:50.507737] Epoch: [336] [1940/2904] eta: 0:12:07 lr: 0.001605 loss: 0.1872 (0.1890) loss_rec_all: 0.2133 (0.2149) loss_rec_sfr: 0.2552 (0.2750) loss_cl: -0.2787 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [04:07:05.413089] Epoch: [336] [1960/2904] eta: 0:11:52 lr: 0.001605 loss: 0.1791 (0.1890) loss_rec_all: 0.2053 (0.2150) loss_rec_sfr: 0.2609 (0.2753) loss_cl: -0.2794 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [04:07:20.313864] Epoch: [336] [1980/2904] eta: 0:11:37 lr: 0.001605 loss: 0.1805 (0.1890) loss_rec_all: 0.2065 (0.2149) loss_rec_sfr: 0.2556 (0.2752) loss_cl: -0.2789 (-0.2789) time: 0.7450 data: 0.0002 max mem: 29860 [04:07:35.219423] Epoch: [336] [2000/2904] eta: 0:11:22 lr: 0.001605 loss: 0.1761 (0.1889) loss_rec_all: 0.2026 (0.2149) loss_rec_sfr: 0.2113 (0.2747) loss_cl: -0.2784 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [04:07:50.127631] Epoch: [336] [2020/2904] eta: 0:11:07 lr: 0.001605 loss: 0.1826 (0.1889) loss_rec_all: 0.2087 (0.2149) loss_rec_sfr: 0.2581 (0.2747) loss_cl: -0.2788 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [04:08:05.034727] Epoch: [336] [2040/2904] eta: 0:10:51 lr: 0.001605 loss: 0.1812 (0.1889) loss_rec_all: 0.2077 (0.2148) loss_rec_sfr: 0.2595 (0.2745) loss_cl: -0.2806 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [04:08:19.942866] Epoch: [336] [2060/2904] eta: 0:10:36 lr: 0.001605 loss: 0.1824 (0.1889) loss_rec_all: 0.2088 (0.2149) loss_rec_sfr: 0.2649 (0.2747) loss_cl: -0.2798 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [04:08:34.852251] Epoch: [336] [2080/2904] eta: 0:10:21 lr: 0.001605 loss: 0.1800 (0.1889) loss_rec_all: 0.2062 (0.2149) loss_rec_sfr: 0.2606 (0.2747) loss_cl: -0.2788 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [04:08:49.756731] Epoch: [336] [2100/2904] eta: 0:10:06 lr: 0.001605 loss: 0.1864 (0.1890) loss_rec_all: 0.2123 (0.2149) loss_rec_sfr: 0.2598 (0.2750) loss_cl: -0.2782 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [04:09:04.668618] Epoch: [336] [2120/2904] eta: 0:09:51 lr: 0.001605 loss: 0.1827 (0.1890) loss_rec_all: 0.2091 (0.2150) loss_rec_sfr: 0.2660 (0.2751) loss_cl: -0.2785 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [04:09:19.581028] Epoch: [336] [2140/2904] eta: 0:09:36 lr: 0.001605 loss: 0.1807 (0.1891) loss_rec_all: 0.2066 (0.2150) loss_rec_sfr: 0.2683 (0.2753) loss_cl: -0.2787 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [04:09:34.498384] Epoch: [336] [2160/2904] eta: 0:09:21 lr: 0.001605 loss: 0.1771 (0.1890) loss_rec_all: 0.2035 (0.2150) loss_rec_sfr: 0.2220 (0.2752) loss_cl: -0.2791 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [04:09:49.411259] Epoch: [336] [2180/2904] eta: 0:09:05 lr: 0.001605 loss: 0.1785 (0.1890) loss_rec_all: 0.2044 (0.2149) loss_rec_sfr: 0.2515 (0.2750) loss_cl: -0.2791 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [04:10:04.317253] Epoch: [336] [2200/2904] eta: 0:08:50 lr: 0.001605 loss: 0.1718 (0.1889) loss_rec_all: 0.1982 (0.2149) loss_rec_sfr: 0.2153 (0.2747) loss_cl: -0.2791 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [04:10:19.223652] Epoch: [336] [2220/2904] eta: 0:08:35 lr: 0.001605 loss: 0.1851 (0.1889) loss_rec_all: 0.2109 (0.2149) loss_rec_sfr: 0.2587 (0.2747) loss_cl: -0.2793 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [04:10:34.135994] Epoch: [336] [2240/2904] eta: 0:08:20 lr: 0.001605 loss: 0.1840 (0.1889) loss_rec_all: 0.2099 (0.2149) loss_rec_sfr: 0.2603 (0.2748) loss_cl: -0.2794 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [04:10:49.047348] Epoch: [336] [2260/2904] eta: 0:08:05 lr: 0.001605 loss: 0.1770 (0.1890) loss_rec_all: 0.2031 (0.2149) loss_rec_sfr: 0.2580 (0.2748) loss_cl: -0.2794 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [04:11:03.952187] Epoch: [336] [2280/2904] eta: 0:07:50 lr: 0.001605 loss: 0.1798 (0.1890) loss_rec_all: 0.2056 (0.2149) loss_rec_sfr: 0.2562 (0.2748) loss_cl: -0.2781 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [04:11:18.863027] Epoch: [336] [2300/2904] eta: 0:07:35 lr: 0.001605 loss: 0.1776 (0.1889) loss_rec_all: 0.2035 (0.2149) loss_rec_sfr: 0.2618 (0.2747) loss_cl: -0.2785 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [04:11:33.772925] Epoch: [336] [2320/2904] eta: 0:07:20 lr: 0.001605 loss: 0.1801 (0.1889) loss_rec_all: 0.2066 (0.2148) loss_rec_sfr: 0.2529 (0.2745) loss_cl: -0.2795 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [04:11:48.677370] Epoch: [336] [2340/2904] eta: 0:07:04 lr: 0.001605 loss: 0.1797 (0.1890) loss_rec_all: 0.2059 (0.2149) loss_rec_sfr: 0.2608 (0.2747) loss_cl: -0.2799 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [04:12:03.587066] Epoch: [336] [2360/2904] eta: 0:06:49 lr: 0.001605 loss: 0.1804 (0.1889) loss_rec_all: 0.2064 (0.2149) loss_rec_sfr: 0.2619 (0.2747) loss_cl: -0.2788 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [04:12:18.488400] Epoch: [336] [2380/2904] eta: 0:06:34 lr: 0.001605 loss: 0.1788 (0.1889) loss_rec_all: 0.2047 (0.2149) loss_rec_sfr: 0.2593 (0.2746) loss_cl: -0.2786 (-0.2789) time: 0.7450 data: 0.0002 max mem: 29860 [04:12:33.397631] Epoch: [336] [2400/2904] eta: 0:06:19 lr: 0.001604 loss: 0.1773 (0.1889) loss_rec_all: 0.2038 (0.2149) loss_rec_sfr: 0.2561 (0.2745) loss_cl: -0.2782 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [04:12:48.305690] Epoch: [336] [2420/2904] eta: 0:06:04 lr: 0.001604 loss: 0.1788 (0.1889) loss_rec_all: 0.2048 (0.2149) loss_rec_sfr: 0.2560 (0.2746) loss_cl: -0.2791 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [04:13:03.213104] Epoch: [336] [2440/2904] eta: 0:05:49 lr: 0.001604 loss: 0.1789 (0.1890) loss_rec_all: 0.2050 (0.2150) loss_rec_sfr: 0.2673 (0.2749) loss_cl: -0.2794 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [04:13:18.121792] Epoch: [336] [2460/2904] eta: 0:05:34 lr: 0.001604 loss: 0.1821 (0.1891) loss_rec_all: 0.2083 (0.2150) loss_rec_sfr: 0.2627 (0.2751) loss_cl: -0.2787 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [04:13:33.034021] Epoch: [336] [2480/2904] eta: 0:05:19 lr: 0.001604 loss: 0.1798 (0.1890) loss_rec_all: 0.2063 (0.2150) loss_rec_sfr: 0.2582 (0.2749) loss_cl: -0.2784 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [04:13:47.950177] Epoch: [336] [2500/2904] eta: 0:05:04 lr: 0.001604 loss: 0.1823 (0.1891) loss_rec_all: 0.2083 (0.2150) loss_rec_sfr: 0.2598 (0.2751) loss_cl: -0.2784 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [04:14:02.863017] Epoch: [336] [2520/2904] eta: 0:04:49 lr: 0.001604 loss: 0.1798 (0.1890) loss_rec_all: 0.2057 (0.2150) loss_rec_sfr: 0.2591 (0.2750) loss_cl: -0.2789 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [04:14:17.772905] Epoch: [336] [2540/2904] eta: 0:04:34 lr: 0.001604 loss: 0.1789 (0.1890) loss_rec_all: 0.2051 (0.2150) loss_rec_sfr: 0.2615 (0.2750) loss_cl: -0.2794 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [04:14:32.685583] Epoch: [336] [2560/2904] eta: 0:04:18 lr: 0.001604 loss: 0.1849 (0.1891) loss_rec_all: 0.2110 (0.2150) loss_rec_sfr: 0.2638 (0.2752) loss_cl: -0.2793 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [04:14:47.596649] Epoch: [336] [2580/2904] eta: 0:04:03 lr: 0.001604 loss: 0.1803 (0.1890) loss_rec_all: 0.2063 (0.2150) loss_rec_sfr: 0.2594 (0.2751) loss_cl: -0.2783 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [04:15:02.506849] Epoch: [336] [2600/2904] eta: 0:03:48 lr: 0.001604 loss: 0.1775 (0.1891) loss_rec_all: 0.2034 (0.2150) loss_rec_sfr: 0.2553 (0.2752) loss_cl: -0.2775 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [04:15:17.419152] Epoch: [336] [2620/2904] eta: 0:03:33 lr: 0.001604 loss: 0.1835 (0.1891) loss_rec_all: 0.2096 (0.2151) loss_rec_sfr: 0.2663 (0.2754) loss_cl: -0.2786 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [04:15:32.327623] Epoch: [336] [2640/2904] eta: 0:03:18 lr: 0.001604 loss: 0.1778 (0.1891) loss_rec_all: 0.2039 (0.2150) loss_rec_sfr: 0.2624 (0.2753) loss_cl: -0.2797 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [04:15:47.233440] Epoch: [336] [2660/2904] eta: 0:03:03 lr: 0.001604 loss: 0.1751 (0.1890) loss_rec_all: 0.2017 (0.2150) loss_rec_sfr: 0.2212 (0.2750) loss_cl: -0.2793 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [04:16:02.144246] Epoch: [336] [2680/2904] eta: 0:02:48 lr: 0.001604 loss: 0.1818 (0.1890) loss_rec_all: 0.2080 (0.2150) loss_rec_sfr: 0.2624 (0.2751) loss_cl: -0.2784 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [04:16:17.056057] Epoch: [336] [2700/2904] eta: 0:02:33 lr: 0.001604 loss: 0.1795 (0.1890) loss_rec_all: 0.2061 (0.2150) loss_rec_sfr: 0.2462 (0.2750) loss_cl: -0.2794 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [04:16:31.969614] Epoch: [336] [2720/2904] eta: 0:02:18 lr: 0.001604 loss: 0.1802 (0.1890) loss_rec_all: 0.2063 (0.2150) loss_rec_sfr: 0.2531 (0.2749) loss_cl: -0.2792 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [04:16:46.881771] Epoch: [336] [2740/2904] eta: 0:02:03 lr: 0.001604 loss: 0.1884 (0.1891) loss_rec_all: 0.2145 (0.2151) loss_rec_sfr: 0.2646 (0.2753) loss_cl: -0.2788 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [04:17:01.797462] Epoch: [336] [2760/2904] eta: 0:01:48 lr: 0.001604 loss: 0.1807 (0.1891) loss_rec_all: 0.2065 (0.2151) loss_rec_sfr: 0.2582 (0.2753) loss_cl: -0.2788 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [04:17:16.706147] Epoch: [336] [2780/2904] eta: 0:01:33 lr: 0.001604 loss: 0.1814 (0.1891) loss_rec_all: 0.2075 (0.2151) loss_rec_sfr: 0.2520 (0.2752) loss_cl: -0.2785 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [04:17:31.614437] Epoch: [336] [2800/2904] eta: 0:01:18 lr: 0.001604 loss: 0.1806 (0.1891) loss_rec_all: 0.2069 (0.2151) loss_rec_sfr: 0.2522 (0.2751) loss_cl: -0.2786 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [04:17:46.523960] Epoch: [336] [2820/2904] eta: 0:01:03 lr: 0.001604 loss: 0.1818 (0.1891) loss_rec_all: 0.2083 (0.2150) loss_rec_sfr: 0.2625 (0.2750) loss_cl: -0.2790 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [04:18:01.458030] Epoch: [336] [2840/2904] eta: 0:00:48 lr: 0.001604 loss: 0.1824 (0.1891) loss_rec_all: 0.2087 (0.2150) loss_rec_sfr: 0.2526 (0.2750) loss_cl: -0.2785 (-0.2789) time: 0.7467 data: 0.0023 max mem: 29860 [04:18:16.352428] Epoch: [336] [2860/2904] eta: 0:00:33 lr: 0.001604 loss: 0.1810 (0.1891) loss_rec_all: 0.2071 (0.2151) loss_rec_sfr: 0.2440 (0.2750) loss_cl: -0.2782 (-0.2789) time: 0.7447 data: 0.0001 max mem: 29860 [04:18:31.243847] Epoch: [336] [2880/2904] eta: 0:00:18 lr: 0.001604 loss: 0.1812 (0.1891) loss_rec_all: 0.2074 (0.2151) loss_rec_sfr: 0.2529 (0.2750) loss_cl: -0.2791 (-0.2789) time: 0.7445 data: 0.0001 max mem: 29860 [04:18:46.136809] Epoch: [336] [2900/2904] eta: 0:00:03 lr: 0.001604 loss: 0.1812 (0.1891) loss_rec_all: 0.2075 (0.2151) loss_rec_sfr: 0.2674 (0.2752) loss_cl: -0.2798 (-0.2789) time: 0.7446 data: 0.0001 max mem: 29860 [04:18:48.375184] Epoch: [336] [2903/2904] eta: 0:00:00 lr: 0.001604 loss: 0.1803 (0.1891) loss_rec_all: 0.2065 (0.2151) loss_rec_sfr: 0.2615 (0.2752) loss_cl: -0.2798 (-0.2789) time: 0.7445 data: 0.0001 max mem: 29860 [04:18:50.406414] Epoch: [336] Total time: 0:36:25 (0.7526 s / it) [04:18:50.407285] Averaged stats: lr: 0.001604 loss: 0.1803 (0.1915) loss_rec_all: 0.2065 (0.2151) loss_rec_sfr: 0.2615 (0.2755) loss_cl: -0.2798 (-0.2556) [04:18:50.412024] log_dir: ./checkpoint/VF2_ViT-B [04:19:08.855086] Epoch: [337] [ 0/2904] eta: 14:52:35 lr: 0.001604 loss: 0.1695 (0.1695) loss_rec_all: 0.1962 (0.1962) loss_rec_sfr: 0.1819 (0.1819) loss_cl: -0.2803 (-0.2803) time: 18.4420 data: 14.4672 max mem: 29860 [04:19:24.416785] Epoch: [337] [ 20/2904] eta: 1:17:49 lr: 0.001604 loss: 0.1801 (0.1974) loss_rec_all: 0.2064 (0.2232) loss_rec_sfr: 0.2624 (0.3053) loss_cl: -0.2791 (-0.2792) time: 0.7780 data: 0.0048 max mem: 29860 [04:19:39.290018] Epoch: [337] [ 40/2904] eta: 0:56:54 lr: 0.001604 loss: 0.1807 (0.1969) loss_rec_all: 0.2069 (0.2227) loss_rec_sfr: 0.2591 (0.3039) loss_cl: -0.2786 (-0.2789) time: 0.7436 data: 0.0002 max mem: 29860 [04:19:54.166033] Epoch: [337] [ 60/2904] eta: 0:49:32 lr: 0.001604 loss: 0.1822 (0.1949) loss_rec_all: 0.2086 (0.2207) loss_rec_sfr: 0.2561 (0.2980) loss_cl: -0.2787 (-0.2788) time: 0.7438 data: 0.0002 max mem: 29860 [04:20:09.062213] Epoch: [337] [ 80/2904] eta: 0:45:41 lr: 0.001604 loss: 0.1804 (0.1940) loss_rec_all: 0.2065 (0.2198) loss_rec_sfr: 0.2592 (0.2954) loss_cl: -0.2791 (-0.2788) time: 0.7448 data: 0.0002 max mem: 29860 [04:20:23.956554] Epoch: [337] [ 100/2904] eta: 0:43:16 lr: 0.001604 loss: 0.1826 (0.1940) loss_rec_all: 0.2086 (0.2199) loss_rec_sfr: 0.2579 (0.2928) loss_cl: -0.2789 (-0.2788) time: 0.7447 data: 0.0002 max mem: 29860 [04:20:38.858255] Epoch: [337] [ 120/2904] eta: 0:41:35 lr: 0.001603 loss: 0.1805 (0.1933) loss_rec_all: 0.2063 (0.2191) loss_rec_sfr: 0.2644 (0.2902) loss_cl: -0.2789 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [04:20:53.789718] Epoch: [337] [ 140/2904] eta: 0:40:18 lr: 0.001603 loss: 0.1778 (0.1937) loss_rec_all: 0.2037 (0.2195) loss_rec_sfr: 0.2548 (0.2922) loss_cl: -0.2793 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [04:21:08.704779] Epoch: [337] [ 160/2904] eta: 0:39:16 lr: 0.001603 loss: 0.1800 (0.1934) loss_rec_all: 0.2065 (0.2192) loss_rec_sfr: 0.2600 (0.2907) loss_cl: -0.2789 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [04:21:23.633183] Epoch: [337] [ 180/2904] eta: 0:38:25 lr: 0.001603 loss: 0.1782 (0.1924) loss_rec_all: 0.2045 (0.2182) loss_rec_sfr: 0.2634 (0.2872) loss_cl: -0.2790 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [04:21:38.554437] Epoch: [337] [ 200/2904] eta: 0:37:41 lr: 0.001603 loss: 0.1793 (0.1927) loss_rec_all: 0.2057 (0.2185) loss_rec_sfr: 0.2647 (0.2886) loss_cl: -0.2794 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [04:21:53.475691] Epoch: [337] [ 220/2904] eta: 0:37:03 lr: 0.001603 loss: 0.1795 (0.1925) loss_rec_all: 0.2055 (0.2184) loss_rec_sfr: 0.2566 (0.2879) loss_cl: -0.2791 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [04:22:08.391304] Epoch: [337] [ 240/2904] eta: 0:36:28 lr: 0.001603 loss: 0.1810 (0.1922) loss_rec_all: 0.2069 (0.2181) loss_rec_sfr: 0.2565 (0.2868) loss_cl: -0.2784 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [04:22:23.303173] Epoch: [337] [ 260/2904] eta: 0:35:56 lr: 0.001603 loss: 0.1761 (0.1913) loss_rec_all: 0.2022 (0.2172) loss_rec_sfr: 0.2526 (0.2837) loss_cl: -0.2784 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [04:22:38.217790] Epoch: [337] [ 280/2904] eta: 0:35:27 lr: 0.001603 loss: 0.1809 (0.1913) loss_rec_all: 0.2071 (0.2172) loss_rec_sfr: 0.2620 (0.2839) loss_cl: -0.2798 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [04:22:53.150529] Epoch: [337] [ 300/2904] eta: 0:34:59 lr: 0.001603 loss: 0.1795 (0.1912) loss_rec_all: 0.2056 (0.2171) loss_rec_sfr: 0.2512 (0.2829) loss_cl: -0.2789 (-0.2789) time: 0.7466 data: 0.0002 max mem: 29860 [04:23:08.057282] Epoch: [337] [ 320/2904] eta: 0:34:33 lr: 0.001603 loss: 0.1778 (0.1908) loss_rec_all: 0.2038 (0.2168) loss_rec_sfr: 0.2216 (0.2810) loss_cl: -0.2786 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [04:23:22.966112] Epoch: [337] [ 340/2904] eta: 0:34:09 lr: 0.001603 loss: 0.1816 (0.1908) loss_rec_all: 0.2079 (0.2168) loss_rec_sfr: 0.2518 (0.2808) loss_cl: -0.2787 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [04:23:37.871048] Epoch: [337] [ 360/2904] eta: 0:33:45 lr: 0.001603 loss: 0.1776 (0.1906) loss_rec_all: 0.2039 (0.2166) loss_rec_sfr: 0.2573 (0.2805) loss_cl: -0.2787 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [04:23:52.778519] Epoch: [337] [ 380/2904] eta: 0:33:22 lr: 0.001603 loss: 0.1775 (0.1904) loss_rec_all: 0.2038 (0.2164) loss_rec_sfr: 0.2530 (0.2798) loss_cl: -0.2788 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [04:24:07.685192] Epoch: [337] [ 400/2904] eta: 0:33:01 lr: 0.001603 loss: 0.1837 (0.1905) loss_rec_all: 0.2098 (0.2164) loss_rec_sfr: 0.2589 (0.2795) loss_cl: -0.2795 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [04:24:22.596743] Epoch: [337] [ 420/2904] eta: 0:32:39 lr: 0.001603 loss: 0.1820 (0.1907) loss_rec_all: 0.2080 (0.2166) loss_rec_sfr: 0.2665 (0.2805) loss_cl: -0.2793 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [04:24:37.510645] Epoch: [337] [ 440/2904] eta: 0:32:19 lr: 0.001603 loss: 0.1794 (0.1905) loss_rec_all: 0.2055 (0.2164) loss_rec_sfr: 0.2511 (0.2794) loss_cl: -0.2787 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [04:24:52.419049] Epoch: [337] [ 460/2904] eta: 0:31:59 lr: 0.001603 loss: 0.1766 (0.1904) loss_rec_all: 0.2033 (0.2163) loss_rec_sfr: 0.2193 (0.2790) loss_cl: -0.2792 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [04:25:07.328894] Epoch: [337] [ 480/2904] eta: 0:31:39 lr: 0.001603 loss: 0.1796 (0.1905) loss_rec_all: 0.2055 (0.2164) loss_rec_sfr: 0.2642 (0.2793) loss_cl: -0.2789 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [04:25:22.236034] Epoch: [337] [ 500/2904] eta: 0:31:20 lr: 0.001603 loss: 0.1775 (0.1905) loss_rec_all: 0.2034 (0.2164) loss_rec_sfr: 0.2590 (0.2796) loss_cl: -0.2792 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [04:25:37.147534] Epoch: [337] [ 520/2904] eta: 0:31:01 lr: 0.001603 loss: 0.1828 (0.1905) loss_rec_all: 0.2088 (0.2164) loss_rec_sfr: 0.2629 (0.2795) loss_cl: -0.2794 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [04:25:52.054214] Epoch: [337] [ 540/2904] eta: 0:30:42 lr: 0.001603 loss: 0.1775 (0.1902) loss_rec_all: 0.2034 (0.2161) loss_rec_sfr: 0.2323 (0.2787) loss_cl: -0.2784 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [04:26:06.955187] Epoch: [337] [ 560/2904] eta: 0:30:23 lr: 0.001603 loss: 0.1772 (0.1900) loss_rec_all: 0.2032 (0.2160) loss_rec_sfr: 0.2522 (0.2782) loss_cl: -0.2788 (-0.2789) time: 0.7450 data: 0.0002 max mem: 29860 [04:26:21.864046] Epoch: [337] [ 580/2904] eta: 0:30:05 lr: 0.001603 loss: 0.1784 (0.1898) loss_rec_all: 0.2048 (0.2157) loss_rec_sfr: 0.2244 (0.2769) loss_cl: -0.2787 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [04:26:36.770024] Epoch: [337] [ 600/2904] eta: 0:29:47 lr: 0.001603 loss: 0.1791 (0.1897) loss_rec_all: 0.2053 (0.2156) loss_rec_sfr: 0.2656 (0.2771) loss_cl: -0.2789 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [04:26:51.674967] Epoch: [337] [ 620/2904] eta: 0:29:29 lr: 0.001603 loss: 0.1835 (0.1897) loss_rec_all: 0.2097 (0.2156) loss_rec_sfr: 0.2629 (0.2769) loss_cl: -0.2792 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [04:27:06.572829] Epoch: [337] [ 640/2904] eta: 0:29:12 lr: 0.001603 loss: 0.1796 (0.1897) loss_rec_all: 0.2058 (0.2157) loss_rec_sfr: 0.2279 (0.2768) loss_cl: -0.2791 (-0.2789) time: 0.7449 data: 0.0002 max mem: 29860 [04:27:21.483434] Epoch: [337] [ 660/2904] eta: 0:28:54 lr: 0.001603 loss: 0.1784 (0.1896) loss_rec_all: 0.2049 (0.2155) loss_rec_sfr: 0.2503 (0.2761) loss_cl: -0.2784 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [04:27:36.397779] Epoch: [337] [ 680/2904] eta: 0:28:37 lr: 0.001603 loss: 0.1733 (0.1894) loss_rec_all: 0.1997 (0.2153) loss_rec_sfr: 0.2222 (0.2751) loss_cl: -0.2785 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [04:27:51.309316] Epoch: [337] [ 700/2904] eta: 0:28:20 lr: 0.001603 loss: 0.1799 (0.1892) loss_rec_all: 0.2060 (0.2151) loss_rec_sfr: 0.2544 (0.2746) loss_cl: -0.2794 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [04:28:06.226893] Epoch: [337] [ 720/2904] eta: 0:28:03 lr: 0.001603 loss: 0.1769 (0.1892) loss_rec_all: 0.2032 (0.2152) loss_rec_sfr: 0.2589 (0.2748) loss_cl: -0.2787 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [04:28:21.140147] Epoch: [337] [ 740/2904] eta: 0:27:46 lr: 0.001602 loss: 0.1780 (0.1891) loss_rec_all: 0.2042 (0.2151) loss_rec_sfr: 0.2631 (0.2746) loss_cl: -0.2791 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [04:28:36.048945] Epoch: [337] [ 760/2904] eta: 0:27:29 lr: 0.001602 loss: 0.1794 (0.1889) loss_rec_all: 0.2055 (0.2149) loss_rec_sfr: 0.2594 (0.2739) loss_cl: -0.2796 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [04:28:50.958775] Epoch: [337] [ 780/2904] eta: 0:27:13 lr: 0.001602 loss: 0.1906 (0.1895) loss_rec_all: 0.2166 (0.2155) loss_rec_sfr: 0.2756 (0.2759) loss_cl: -0.2780 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [04:29:05.864721] Epoch: [337] [ 800/2904] eta: 0:26:56 lr: 0.001602 loss: 0.1767 (0.1894) loss_rec_all: 0.2033 (0.2153) loss_rec_sfr: 0.2617 (0.2757) loss_cl: -0.2793 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [04:29:20.770167] Epoch: [337] [ 820/2904] eta: 0:26:39 lr: 0.001602 loss: 0.1763 (0.1892) loss_rec_all: 0.2024 (0.2151) loss_rec_sfr: 0.2564 (0.2751) loss_cl: -0.2796 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [04:29:35.676266] Epoch: [337] [ 840/2904] eta: 0:26:23 lr: 0.001602 loss: 0.1777 (0.1890) loss_rec_all: 0.2040 (0.2150) loss_rec_sfr: 0.2432 (0.2747) loss_cl: -0.2795 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [04:29:50.582153] Epoch: [337] [ 860/2904] eta: 0:26:07 lr: 0.001602 loss: 0.1801 (0.1891) loss_rec_all: 0.2062 (0.2151) loss_rec_sfr: 0.2608 (0.2751) loss_cl: -0.2795 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [04:30:05.486765] Epoch: [337] [ 880/2904] eta: 0:25:50 lr: 0.001602 loss: 0.1786 (0.1891) loss_rec_all: 0.2046 (0.2151) loss_rec_sfr: 0.2598 (0.2751) loss_cl: -0.2787 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [04:30:20.392036] Epoch: [337] [ 900/2904] eta: 0:25:34 lr: 0.001602 loss: 0.1757 (0.1890) loss_rec_all: 0.2020 (0.2149) loss_rec_sfr: 0.2302 (0.2746) loss_cl: -0.2780 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [04:30:35.298913] Epoch: [337] [ 920/2904] eta: 0:25:18 lr: 0.001602 loss: 0.1793 (0.1890) loss_rec_all: 0.2052 (0.2150) loss_rec_sfr: 0.2684 (0.2751) loss_cl: -0.2787 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [04:30:50.209420] Epoch: [337] [ 940/2904] eta: 0:25:02 lr: 0.001602 loss: 0.1805 (0.1892) loss_rec_all: 0.2067 (0.2151) loss_rec_sfr: 0.2476 (0.2753) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [04:31:05.124436] Epoch: [337] [ 960/2904] eta: 0:24:46 lr: 0.001602 loss: 0.1839 (0.1892) loss_rec_all: 0.2098 (0.2151) loss_rec_sfr: 0.2656 (0.2754) loss_cl: -0.2791 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [04:31:20.033833] Epoch: [337] [ 980/2904] eta: 0:24:30 lr: 0.001602 loss: 0.1801 (0.1892) loss_rec_all: 0.2059 (0.2152) loss_rec_sfr: 0.2635 (0.2755) loss_cl: -0.2788 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [04:31:34.949156] Epoch: [337] [1000/2904] eta: 0:24:14 lr: 0.001602 loss: 0.1750 (0.1893) loss_rec_all: 0.2017 (0.2153) loss_rec_sfr: 0.2432 (0.2759) loss_cl: -0.2790 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [04:31:49.861037] Epoch: [337] [1020/2904] eta: 0:23:58 lr: 0.001602 loss: 0.1810 (0.1895) loss_rec_all: 0.2068 (0.2154) loss_rec_sfr: 0.2668 (0.2765) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [04:32:04.770641] Epoch: [337] [1040/2904] eta: 0:23:42 lr: 0.001602 loss: 0.1798 (0.1895) loss_rec_all: 0.2057 (0.2154) loss_rec_sfr: 0.2584 (0.2766) loss_cl: -0.2789 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [04:32:19.676465] Epoch: [337] [1060/2904] eta: 0:23:26 lr: 0.001602 loss: 0.1777 (0.1895) loss_rec_all: 0.2040 (0.2154) loss_rec_sfr: 0.2532 (0.2764) loss_cl: -0.2788 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [04:32:34.578760] Epoch: [337] [1080/2904] eta: 0:23:10 lr: 0.001602 loss: 0.1802 (0.1893) loss_rec_all: 0.2067 (0.2152) loss_rec_sfr: 0.2218 (0.2756) loss_cl: -0.2787 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [04:32:49.479533] Epoch: [337] [1100/2904] eta: 0:22:54 lr: 0.001602 loss: 0.1791 (0.1892) loss_rec_all: 0.2053 (0.2152) loss_rec_sfr: 0.2566 (0.2755) loss_cl: -0.2794 (-0.2789) time: 0.7450 data: 0.0002 max mem: 29860 [04:33:04.385432] Epoch: [337] [1120/2904] eta: 0:22:38 lr: 0.001602 loss: 0.1797 (0.1892) loss_rec_all: 0.2063 (0.2152) loss_rec_sfr: 0.2146 (0.2751) loss_cl: -0.2786 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [04:33:19.291186] Epoch: [337] [1140/2904] eta: 0:22:23 lr: 0.001602 loss: 0.1770 (0.1892) loss_rec_all: 0.2029 (0.2152) loss_rec_sfr: 0.2615 (0.2754) loss_cl: -0.2785 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [04:33:34.196649] Epoch: [337] [1160/2904] eta: 0:22:07 lr: 0.001602 loss: 0.1799 (0.1892) loss_rec_all: 0.2059 (0.2152) loss_rec_sfr: 0.2519 (0.2752) loss_cl: -0.2785 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [04:33:49.101357] Epoch: [337] [1180/2904] eta: 0:21:51 lr: 0.001602 loss: 0.1770 (0.1892) loss_rec_all: 0.2033 (0.2151) loss_rec_sfr: 0.2610 (0.2751) loss_cl: -0.2782 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [04:34:04.004688] Epoch: [337] [1200/2904] eta: 0:21:36 lr: 0.001602 loss: 0.1830 (0.1892) loss_rec_all: 0.2092 (0.2152) loss_rec_sfr: 0.2592 (0.2754) loss_cl: -0.2799 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [04:34:18.902015] Epoch: [337] [1220/2904] eta: 0:21:20 lr: 0.001602 loss: 0.1805 (0.1893) loss_rec_all: 0.2071 (0.2153) loss_rec_sfr: 0.2560 (0.2757) loss_cl: -0.2789 (-0.2788) time: 0.7448 data: 0.0002 max mem: 29860 [04:34:33.807855] Epoch: [337] [1240/2904] eta: 0:21:04 lr: 0.001602 loss: 0.1808 (0.1893) loss_rec_all: 0.2070 (0.2153) loss_rec_sfr: 0.2597 (0.2757) loss_cl: -0.2786 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [04:34:48.709475] Epoch: [337] [1260/2904] eta: 0:20:49 lr: 0.001602 loss: 0.1779 (0.1893) loss_rec_all: 0.2038 (0.2152) loss_rec_sfr: 0.2575 (0.2755) loss_cl: -0.2788 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [04:35:03.614168] Epoch: [337] [1280/2904] eta: 0:20:33 lr: 0.001602 loss: 0.1821 (0.1894) loss_rec_all: 0.2085 (0.2154) loss_rec_sfr: 0.2551 (0.2759) loss_cl: -0.2792 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [04:35:18.515370] Epoch: [337] [1300/2904] eta: 0:20:18 lr: 0.001602 loss: 0.1746 (0.1894) loss_rec_all: 0.2011 (0.2153) loss_rec_sfr: 0.2113 (0.2757) loss_cl: -0.2793 (-0.2789) time: 0.7450 data: 0.0002 max mem: 29860 [04:35:33.413470] Epoch: [337] [1320/2904] eta: 0:20:02 lr: 0.001602 loss: 0.1803 (0.1894) loss_rec_all: 0.2064 (0.2153) loss_rec_sfr: 0.2652 (0.2758) loss_cl: -0.2792 (-0.2789) time: 0.7449 data: 0.0002 max mem: 29860 [04:35:48.320262] Epoch: [337] [1340/2904] eta: 0:19:47 lr: 0.001602 loss: 0.1790 (0.1894) loss_rec_all: 0.2051 (0.2153) loss_rec_sfr: 0.2599 (0.2758) loss_cl: -0.2786 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [04:36:03.223997] Epoch: [337] [1360/2904] eta: 0:19:31 lr: 0.001601 loss: 0.1802 (0.1895) loss_rec_all: 0.2061 (0.2154) loss_rec_sfr: 0.2744 (0.2763) loss_cl: -0.2781 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [04:36:18.124333] Epoch: [337] [1380/2904] eta: 0:19:16 lr: 0.001601 loss: 0.1773 (0.1894) loss_rec_all: 0.2033 (0.2154) loss_rec_sfr: 0.2604 (0.2762) loss_cl: -0.2784 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [04:36:33.027500] Epoch: [337] [1400/2904] eta: 0:19:00 lr: 0.001601 loss: 0.1806 (0.1895) loss_rec_all: 0.2069 (0.2154) loss_rec_sfr: 0.2579 (0.2764) loss_cl: -0.2786 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [04:36:47.936210] Epoch: [337] [1420/2904] eta: 0:18:45 lr: 0.001601 loss: 0.1796 (0.1895) loss_rec_all: 0.2059 (0.2154) loss_rec_sfr: 0.2509 (0.2765) loss_cl: -0.2793 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [04:37:02.839371] Epoch: [337] [1440/2904] eta: 0:18:29 lr: 0.001601 loss: 0.1812 (0.1896) loss_rec_all: 0.2073 (0.2155) loss_rec_sfr: 0.2696 (0.2769) loss_cl: -0.2792 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [04:37:17.746972] Epoch: [337] [1460/2904] eta: 0:18:14 lr: 0.001601 loss: 0.1743 (0.1895) loss_rec_all: 0.2008 (0.2154) loss_rec_sfr: 0.2579 (0.2768) loss_cl: -0.2794 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [04:37:32.643239] Epoch: [337] [1480/2904] eta: 0:17:58 lr: 0.001601 loss: 0.1821 (0.1895) loss_rec_all: 0.2082 (0.2154) loss_rec_sfr: 0.2618 (0.2769) loss_cl: -0.2791 (-0.2788) time: 0.7448 data: 0.0002 max mem: 29860 [04:37:47.549478] Epoch: [337] [1500/2904] eta: 0:17:43 lr: 0.001601 loss: 0.1794 (0.1895) loss_rec_all: 0.2055 (0.2154) loss_rec_sfr: 0.2664 (0.2770) loss_cl: -0.2786 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [04:38:02.456549] Epoch: [337] [1520/2904] eta: 0:17:28 lr: 0.001601 loss: 0.1830 (0.1896) loss_rec_all: 0.2090 (0.2156) loss_rec_sfr: 0.2665 (0.2775) loss_cl: -0.2790 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [04:38:17.365350] Epoch: [337] [1540/2904] eta: 0:17:12 lr: 0.001601 loss: 0.1787 (0.1896) loss_rec_all: 0.2046 (0.2156) loss_rec_sfr: 0.2638 (0.2777) loss_cl: -0.2781 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [04:38:32.275759] Epoch: [337] [1560/2904] eta: 0:16:57 lr: 0.001601 loss: 0.1780 (0.1896) loss_rec_all: 0.2041 (0.2156) loss_rec_sfr: 0.2637 (0.2779) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [04:38:47.184966] Epoch: [337] [1580/2904] eta: 0:16:42 lr: 0.001601 loss: 0.1813 (0.1897) loss_rec_all: 0.2072 (0.2157) loss_rec_sfr: 0.2778 (0.2783) loss_cl: -0.2784 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [04:39:02.096857] Epoch: [337] [1600/2904] eta: 0:16:26 lr: 0.001601 loss: 0.1851 (0.1898) loss_rec_all: 0.2112 (0.2157) loss_rec_sfr: 0.2608 (0.2784) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [04:39:17.011253] Epoch: [337] [1620/2904] eta: 0:16:11 lr: 0.001601 loss: 0.1815 (0.1898) loss_rec_all: 0.2078 (0.2157) loss_rec_sfr: 0.2621 (0.2783) loss_cl: -0.2793 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [04:39:31.926770] Epoch: [337] [1640/2904] eta: 0:15:56 lr: 0.001601 loss: 0.1957 (0.1900) loss_rec_all: 0.2217 (0.2160) loss_rec_sfr: 0.2711 (0.2791) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [04:39:46.838671] Epoch: [337] [1660/2904] eta: 0:15:40 lr: 0.001601 loss: 0.1792 (0.1899) loss_rec_all: 0.2052 (0.2158) loss_rec_sfr: 0.2547 (0.2787) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [04:40:01.884764] Epoch: [337] [1680/2904] eta: 0:15:25 lr: 0.001601 loss: 0.1776 (0.1898) loss_rec_all: 0.2038 (0.2158) loss_rec_sfr: 0.2502 (0.2784) loss_cl: -0.2799 (-0.2788) time: 0.7523 data: 0.0002 max mem: 29860 [04:40:16.799223] Epoch: [337] [1700/2904] eta: 0:15:10 lr: 0.001601 loss: 0.1802 (0.1898) loss_rec_all: 0.2063 (0.2157) loss_rec_sfr: 0.2557 (0.2784) loss_cl: -0.2794 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [04:40:31.712138] Epoch: [337] [1720/2904] eta: 0:14:55 lr: 0.001601 loss: 0.1790 (0.1898) loss_rec_all: 0.2049 (0.2158) loss_rec_sfr: 0.2648 (0.2786) loss_cl: -0.2787 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [04:40:46.619737] Epoch: [337] [1740/2904] eta: 0:14:39 lr: 0.001601 loss: 0.1787 (0.1898) loss_rec_all: 0.2052 (0.2158) loss_rec_sfr: 0.2588 (0.2785) loss_cl: -0.2786 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [04:41:01.531360] Epoch: [337] [1760/2904] eta: 0:14:24 lr: 0.001601 loss: 0.1813 (0.1899) loss_rec_all: 0.2072 (0.2158) loss_rec_sfr: 0.2655 (0.2787) loss_cl: -0.2795 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [04:41:16.440244] Epoch: [337] [1780/2904] eta: 0:14:09 lr: 0.001601 loss: 0.1847 (0.1899) loss_rec_all: 0.2111 (0.2158) loss_rec_sfr: 0.2563 (0.2788) loss_cl: -0.2793 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [04:41:31.345456] Epoch: [337] [1800/2904] eta: 0:13:54 lr: 0.001601 loss: 0.1823 (0.1899) loss_rec_all: 0.2083 (0.2159) loss_rec_sfr: 0.2558 (0.2788) loss_cl: -0.2785 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [04:41:46.246755] Epoch: [337] [1820/2904] eta: 0:13:38 lr: 0.001601 loss: 0.1789 (0.1899) loss_rec_all: 0.2052 (0.2158) loss_rec_sfr: 0.2551 (0.2788) loss_cl: -0.2793 (-0.2789) time: 0.7450 data: 0.0002 max mem: 29860 [04:42:01.147614] Epoch: [337] [1840/2904] eta: 0:13:23 lr: 0.001601 loss: 0.1794 (0.1899) loss_rec_all: 0.2055 (0.2158) loss_rec_sfr: 0.2643 (0.2789) loss_cl: -0.2787 (-0.2789) time: 0.7450 data: 0.0002 max mem: 29860 [04:42:16.050357] Epoch: [337] [1860/2904] eta: 0:13:08 lr: 0.001601 loss: 0.1781 (0.1899) loss_rec_all: 0.2041 (0.2158) loss_rec_sfr: 0.2591 (0.2788) loss_cl: -0.2787 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [04:42:30.954416] Epoch: [337] [1880/2904] eta: 0:12:53 lr: 0.001601 loss: 0.1765 (0.1898) loss_rec_all: 0.2025 (0.2157) loss_rec_sfr: 0.2622 (0.2787) loss_cl: -0.2786 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [04:42:45.859386] Epoch: [337] [1900/2904] eta: 0:12:38 lr: 0.001601 loss: 0.1829 (0.1899) loss_rec_all: 0.2090 (0.2158) loss_rec_sfr: 0.2634 (0.2789) loss_cl: -0.2791 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [04:43:00.767783] Epoch: [337] [1920/2904] eta: 0:12:22 lr: 0.001601 loss: 0.1790 (0.1899) loss_rec_all: 0.2050 (0.2158) loss_rec_sfr: 0.2632 (0.2790) loss_cl: -0.2796 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [04:43:15.674752] Epoch: [337] [1940/2904] eta: 0:12:07 lr: 0.001601 loss: 0.1817 (0.1899) loss_rec_all: 0.2076 (0.2158) loss_rec_sfr: 0.2605 (0.2790) loss_cl: -0.2791 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [04:43:30.582557] Epoch: [337] [1960/2904] eta: 0:11:52 lr: 0.001601 loss: 0.1813 (0.1899) loss_rec_all: 0.2073 (0.2158) loss_rec_sfr: 0.2636 (0.2792) loss_cl: -0.2788 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [04:43:45.491527] Epoch: [337] [1980/2904] eta: 0:11:37 lr: 0.001600 loss: 0.1790 (0.1899) loss_rec_all: 0.2049 (0.2158) loss_rec_sfr: 0.2515 (0.2791) loss_cl: -0.2789 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [04:44:00.401062] Epoch: [337] [2000/2904] eta: 0:11:22 lr: 0.001600 loss: 0.1800 (0.1899) loss_rec_all: 0.2060 (0.2159) loss_rec_sfr: 0.2644 (0.2794) loss_cl: -0.2785 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [04:44:15.304655] Epoch: [337] [2020/2904] eta: 0:11:06 lr: 0.001600 loss: 0.1854 (0.1901) loss_rec_all: 0.2116 (0.2160) loss_rec_sfr: 0.2715 (0.2799) loss_cl: -0.2785 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [04:44:30.211188] Epoch: [337] [2040/2904] eta: 0:10:51 lr: 0.001600 loss: 0.1831 (0.1901) loss_rec_all: 0.2094 (0.2161) loss_rec_sfr: 0.2571 (0.2800) loss_cl: -0.2791 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [04:44:45.110822] Epoch: [337] [2060/2904] eta: 0:10:36 lr: 0.001600 loss: 0.1795 (0.1902) loss_rec_all: 0.2060 (0.2161) loss_rec_sfr: 0.2587 (0.2802) loss_cl: -0.2798 (-0.2789) time: 0.7449 data: 0.0002 max mem: 29860 [04:45:00.011431] Epoch: [337] [2080/2904] eta: 0:10:21 lr: 0.001600 loss: 0.1850 (0.1903) loss_rec_all: 0.2111 (0.2162) loss_rec_sfr: 0.2676 (0.2806) loss_cl: -0.2799 (-0.2789) time: 0.7450 data: 0.0002 max mem: 29860 [04:45:14.918119] Epoch: [337] [2100/2904] eta: 0:10:06 lr: 0.001600 loss: 0.1827 (0.1903) loss_rec_all: 0.2088 (0.2162) loss_rec_sfr: 0.2601 (0.2805) loss_cl: -0.2789 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [04:45:29.824174] Epoch: [337] [2120/2904] eta: 0:09:51 lr: 0.001600 loss: 0.1753 (0.1902) loss_rec_all: 0.2015 (0.2162) loss_rec_sfr: 0.2514 (0.2803) loss_cl: -0.2787 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [04:45:44.732645] Epoch: [337] [2140/2904] eta: 0:09:36 lr: 0.001600 loss: 0.1808 (0.1902) loss_rec_all: 0.2072 (0.2161) loss_rec_sfr: 0.2554 (0.2802) loss_cl: -0.2792 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [04:45:59.634759] Epoch: [337] [2160/2904] eta: 0:09:20 lr: 0.001600 loss: 0.1799 (0.1902) loss_rec_all: 0.2065 (0.2161) loss_rec_sfr: 0.2595 (0.2802) loss_cl: -0.2789 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [04:46:14.535597] Epoch: [337] [2180/2904] eta: 0:09:05 lr: 0.001600 loss: 0.1812 (0.1903) loss_rec_all: 0.2072 (0.2162) loss_rec_sfr: 0.2596 (0.2804) loss_cl: -0.2786 (-0.2789) time: 0.7450 data: 0.0002 max mem: 29860 [04:46:29.439982] Epoch: [337] [2200/2904] eta: 0:08:50 lr: 0.001600 loss: 0.1777 (0.1902) loss_rec_all: 0.2042 (0.2161) loss_rec_sfr: 0.2569 (0.2801) loss_cl: -0.2786 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [04:46:44.342623] Epoch: [337] [2220/2904] eta: 0:08:35 lr: 0.001600 loss: 0.1854 (0.1903) loss_rec_all: 0.2114 (0.2162) loss_rec_sfr: 0.2684 (0.2805) loss_cl: -0.2795 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [04:46:59.241850] Epoch: [337] [2240/2904] eta: 0:08:20 lr: 0.001600 loss: 0.1766 (0.1902) loss_rec_all: 0.2026 (0.2161) loss_rec_sfr: 0.2552 (0.2802) loss_cl: -0.2795 (-0.2789) time: 0.7449 data: 0.0002 max mem: 29860 [04:47:14.149315] Epoch: [337] [2260/2904] eta: 0:08:05 lr: 0.001600 loss: 0.1815 (0.1901) loss_rec_all: 0.2075 (0.2161) loss_rec_sfr: 0.2615 (0.2800) loss_cl: -0.2789 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [04:47:29.053457] Epoch: [337] [2280/2904] eta: 0:07:50 lr: 0.001600 loss: 0.1787 (0.1901) loss_rec_all: 0.2047 (0.2160) loss_rec_sfr: 0.2506 (0.2799) loss_cl: -0.2781 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [04:47:43.952418] Epoch: [337] [2300/2904] eta: 0:07:35 lr: 0.001600 loss: 0.1775 (0.1901) loss_rec_all: 0.2035 (0.2160) loss_rec_sfr: 0.2513 (0.2796) loss_cl: -0.2789 (-0.2789) time: 0.7449 data: 0.0002 max mem: 29860 [04:47:58.855395] Epoch: [337] [2320/2904] eta: 0:07:19 lr: 0.001600 loss: 0.1795 (0.1900) loss_rec_all: 0.2058 (0.2159) loss_rec_sfr: 0.2574 (0.2795) loss_cl: -0.2788 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [04:48:13.764878] Epoch: [337] [2340/2904] eta: 0:07:04 lr: 0.001600 loss: 0.1766 (0.1900) loss_rec_all: 0.2028 (0.2159) loss_rec_sfr: 0.2572 (0.2795) loss_cl: -0.2789 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [04:48:28.681493] Epoch: [337] [2360/2904] eta: 0:06:49 lr: 0.001600 loss: 0.1884 (0.1901) loss_rec_all: 0.2146 (0.2160) loss_rec_sfr: 0.2654 (0.2798) loss_cl: -0.2797 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [04:48:43.587662] Epoch: [337] [2380/2904] eta: 0:06:34 lr: 0.001600 loss: 0.1805 (0.1901) loss_rec_all: 0.2071 (0.2160) loss_rec_sfr: 0.2589 (0.2797) loss_cl: -0.2795 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [04:48:58.493990] Epoch: [337] [2400/2904] eta: 0:06:19 lr: 0.001600 loss: 0.1802 (0.1901) loss_rec_all: 0.2063 (0.2160) loss_rec_sfr: 0.2575 (0.2796) loss_cl: -0.2783 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [04:49:13.395113] Epoch: [337] [2420/2904] eta: 0:06:04 lr: 0.001600 loss: 0.1783 (0.1901) loss_rec_all: 0.2046 (0.2160) loss_rec_sfr: 0.2545 (0.2796) loss_cl: -0.2784 (-0.2789) time: 0.7450 data: 0.0002 max mem: 29860 [04:49:28.295382] Epoch: [337] [2440/2904] eta: 0:05:49 lr: 0.001600 loss: 0.1850 (0.1901) loss_rec_all: 0.2110 (0.2160) loss_rec_sfr: 0.2547 (0.2795) loss_cl: -0.2789 (-0.2789) time: 0.7450 data: 0.0002 max mem: 29860 [04:49:43.201147] Epoch: [337] [2460/2904] eta: 0:05:34 lr: 0.001600 loss: 0.1787 (0.1901) loss_rec_all: 0.2046 (0.2160) loss_rec_sfr: 0.2520 (0.2795) loss_cl: -0.2791 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [04:49:58.105616] Epoch: [337] [2480/2904] eta: 0:05:19 lr: 0.001600 loss: 0.1786 (0.1901) loss_rec_all: 0.2045 (0.2160) loss_rec_sfr: 0.2643 (0.2795) loss_cl: -0.2785 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [04:50:13.010041] Epoch: [337] [2500/2904] eta: 0:05:04 lr: 0.001600 loss: 0.1774 (0.1901) loss_rec_all: 0.2033 (0.2160) loss_rec_sfr: 0.2605 (0.2795) loss_cl: -0.2783 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [04:50:27.918838] Epoch: [337] [2520/2904] eta: 0:04:49 lr: 0.001600 loss: 0.1770 (0.1901) loss_rec_all: 0.2031 (0.2160) loss_rec_sfr: 0.2614 (0.2797) loss_cl: -0.2787 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [04:50:42.828239] Epoch: [337] [2540/2904] eta: 0:04:33 lr: 0.001600 loss: 0.1825 (0.1901) loss_rec_all: 0.2083 (0.2160) loss_rec_sfr: 0.2589 (0.2796) loss_cl: -0.2797 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [04:50:57.731615] Epoch: [337] [2560/2904] eta: 0:04:18 lr: 0.001600 loss: 0.1825 (0.1901) loss_rec_all: 0.2088 (0.2160) loss_rec_sfr: 0.2564 (0.2797) loss_cl: -0.2787 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [04:51:12.640972] Epoch: [337] [2580/2904] eta: 0:04:03 lr: 0.001600 loss: 0.1789 (0.1900) loss_rec_all: 0.2052 (0.2159) loss_rec_sfr: 0.2590 (0.2794) loss_cl: -0.2788 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [04:51:27.548960] Epoch: [337] [2600/2904] eta: 0:03:48 lr: 0.001599 loss: 0.1795 (0.1900) loss_rec_all: 0.2059 (0.2159) loss_rec_sfr: 0.2608 (0.2794) loss_cl: -0.2788 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [04:51:42.450346] Epoch: [337] [2620/2904] eta: 0:03:33 lr: 0.001599 loss: 0.1851 (0.1900) loss_rec_all: 0.2115 (0.2160) loss_rec_sfr: 0.2534 (0.2794) loss_cl: -0.2798 (-0.2789) time: 0.7450 data: 0.0002 max mem: 29860 [04:51:57.358685] Epoch: [337] [2640/2904] eta: 0:03:18 lr: 0.001599 loss: 0.1781 (0.1900) loss_rec_all: 0.2041 (0.2160) loss_rec_sfr: 0.2270 (0.2793) loss_cl: -0.2789 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [04:52:12.266062] Epoch: [337] [2660/2904] eta: 0:03:03 lr: 0.001599 loss: 0.1775 (0.1900) loss_rec_all: 0.2039 (0.2159) loss_rec_sfr: 0.2658 (0.2793) loss_cl: -0.2780 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [04:52:27.173323] Epoch: [337] [2680/2904] eta: 0:02:48 lr: 0.001599 loss: 0.1802 (0.1900) loss_rec_all: 0.2061 (0.2160) loss_rec_sfr: 0.2506 (0.2793) loss_cl: -0.2784 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [04:52:42.076958] Epoch: [337] [2700/2904] eta: 0:02:33 lr: 0.001599 loss: 0.1824 (0.1901) loss_rec_all: 0.2085 (0.2160) loss_rec_sfr: 0.2698 (0.2796) loss_cl: -0.2786 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [04:52:56.978526] Epoch: [337] [2720/2904] eta: 0:02:18 lr: 0.001599 loss: 0.1790 (0.1901) loss_rec_all: 0.2053 (0.2160) loss_rec_sfr: 0.2484 (0.2794) loss_cl: -0.2787 (-0.2789) time: 0.7450 data: 0.0002 max mem: 29860 [04:53:11.876803] Epoch: [337] [2740/2904] eta: 0:02:03 lr: 0.001599 loss: 0.1778 (0.1901) loss_rec_all: 0.2040 (0.2160) loss_rec_sfr: 0.2665 (0.2795) loss_cl: -0.2783 (-0.2789) time: 0.7449 data: 0.0002 max mem: 29860 [04:53:26.781705] Epoch: [337] [2760/2904] eta: 0:01:48 lr: 0.001599 loss: 0.1772 (0.1900) loss_rec_all: 0.2034 (0.2159) loss_rec_sfr: 0.2557 (0.2794) loss_cl: -0.2791 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [04:53:41.683669] Epoch: [337] [2780/2904] eta: 0:01:33 lr: 0.001599 loss: 0.1771 (0.1900) loss_rec_all: 0.2034 (0.2159) loss_rec_sfr: 0.2570 (0.2792) loss_cl: -0.2791 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [04:53:56.585665] Epoch: [337] [2800/2904] eta: 0:01:18 lr: 0.001599 loss: 0.1784 (0.1900) loss_rec_all: 0.2049 (0.2159) loss_rec_sfr: 0.2643 (0.2792) loss_cl: -0.2791 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [04:54:11.481976] Epoch: [337] [2820/2904] eta: 0:01:03 lr: 0.001599 loss: 0.1784 (0.1899) loss_rec_all: 0.2052 (0.2159) loss_rec_sfr: 0.2635 (0.2791) loss_cl: -0.2791 (-0.2789) time: 0.7448 data: 0.0002 max mem: 29860 [04:54:26.410138] Epoch: [337] [2840/2904] eta: 0:00:48 lr: 0.001599 loss: 0.1851 (0.1899) loss_rec_all: 0.2110 (0.2158) loss_rec_sfr: 0.2533 (0.2789) loss_cl: -0.2786 (-0.2789) time: 0.7464 data: 0.0023 max mem: 29860 [04:54:41.296173] Epoch: [337] [2860/2904] eta: 0:00:33 lr: 0.001599 loss: 0.1818 (0.1900) loss_rec_all: 0.2077 (0.2159) loss_rec_sfr: 0.2684 (0.2792) loss_cl: -0.2795 (-0.2789) time: 0.7443 data: 0.0001 max mem: 29860 [04:54:56.183166] Epoch: [337] [2880/2904] eta: 0:00:18 lr: 0.001599 loss: 0.1789 (0.1900) loss_rec_all: 0.2049 (0.2159) loss_rec_sfr: 0.2521 (0.2792) loss_cl: -0.2787 (-0.2789) time: 0.7443 data: 0.0001 max mem: 29860 [04:55:11.075727] Epoch: [337] [2900/2904] eta: 0:00:03 lr: 0.001599 loss: 0.1805 (0.1900) loss_rec_all: 0.2067 (0.2159) loss_rec_sfr: 0.2532 (0.2792) loss_cl: -0.2788 (-0.2789) time: 0.7446 data: 0.0001 max mem: 29860 [04:55:13.316497] Epoch: [337] [2903/2904] eta: 0:00:00 lr: 0.001599 loss: 0.1822 (0.1900) loss_rec_all: 0.2080 (0.2159) loss_rec_sfr: 0.2532 (0.2792) loss_cl: -0.2788 (-0.2789) time: 0.7446 data: 0.0001 max mem: 29860 [04:55:15.395238] Epoch: [337] Total time: 0:36:24 (0.7524 s / it) [04:55:15.396363] Averaged stats: lr: 0.001599 loss: 0.1822 (0.1920) loss_rec_all: 0.2080 (0.2156) loss_rec_sfr: 0.2532 (0.2777) loss_cl: -0.2788 (-0.2556) [04:55:15.401792] log_dir: ./checkpoint/VF2_ViT-B [04:55:32.225666] Epoch: [338] [ 0/2904] eta: 13:34:14 lr: 0.001599 loss: 0.1771 (0.1771) loss_rec_all: 0.2031 (0.2031) loss_rec_sfr: 0.2765 (0.2765) loss_cl: -0.2788 (-0.2788) time: 16.8231 data: 15.2783 max mem: 29860 [04:55:47.216199] Epoch: [338] [ 20/2904] eta: 1:12:48 lr: 0.001599 loss: 0.1811 (0.1912) loss_rec_all: 0.2075 (0.2170) loss_rec_sfr: 0.2571 (0.2862) loss_cl: -0.2785 (-0.2784) time: 0.7495 data: 0.0002 max mem: 29860 [04:56:02.089746] Epoch: [338] [ 40/2904] eta: 0:54:21 lr: 0.001599 loss: 0.1797 (0.1922) loss_rec_all: 0.2059 (0.2180) loss_rec_sfr: 0.2507 (0.2835) loss_cl: -0.2788 (-0.2785) time: 0.7436 data: 0.0002 max mem: 29860 [04:56:16.965570] Epoch: [338] [ 60/2904] eta: 0:47:50 lr: 0.001599 loss: 0.1831 (0.1948) loss_rec_all: 0.2093 (0.2206) loss_rec_sfr: 0.2648 (0.2955) loss_cl: -0.2793 (-0.2786) time: 0.7437 data: 0.0002 max mem: 29860 [04:56:31.847214] Epoch: [338] [ 80/2904] eta: 0:44:25 lr: 0.001599 loss: 0.1783 (0.1910) loss_rec_all: 0.2043 (0.2169) loss_rec_sfr: 0.2587 (0.2843) loss_cl: -0.2791 (-0.2787) time: 0.7440 data: 0.0002 max mem: 29860 [04:56:46.738449] Epoch: [338] [ 100/2904] eta: 0:42:15 lr: 0.001599 loss: 0.1781 (0.1902) loss_rec_all: 0.2039 (0.2161) loss_rec_sfr: 0.2631 (0.2825) loss_cl: -0.2791 (-0.2788) time: 0.7445 data: 0.0002 max mem: 29860 [04:57:01.666337] Epoch: [338] [ 120/2904] eta: 0:40:44 lr: 0.001599 loss: 0.1761 (0.1899) loss_rec_all: 0.2024 (0.2158) loss_rec_sfr: 0.2573 (0.2821) loss_cl: -0.2786 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [04:57:16.579387] Epoch: [338] [ 140/2904] eta: 0:39:35 lr: 0.001599 loss: 0.1765 (0.1893) loss_rec_all: 0.2026 (0.2152) loss_rec_sfr: 0.2545 (0.2797) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [04:57:31.507949] Epoch: [338] [ 160/2904] eta: 0:38:39 lr: 0.001599 loss: 0.1766 (0.1894) loss_rec_all: 0.2030 (0.2153) loss_rec_sfr: 0.2522 (0.2790) loss_cl: -0.2791 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [04:57:46.421094] Epoch: [338] [ 180/2904] eta: 0:37:52 lr: 0.001599 loss: 0.1825 (0.1899) loss_rec_all: 0.2090 (0.2158) loss_rec_sfr: 0.2573 (0.2806) loss_cl: -0.2793 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [04:58:01.331183] Epoch: [338] [ 200/2904] eta: 0:37:12 lr: 0.001599 loss: 0.1846 (0.1900) loss_rec_all: 0.2111 (0.2160) loss_rec_sfr: 0.2545 (0.2793) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [04:58:16.241584] Epoch: [338] [ 220/2904] eta: 0:36:36 lr: 0.001599 loss: 0.1775 (0.1896) loss_rec_all: 0.2038 (0.2156) loss_rec_sfr: 0.2168 (0.2777) loss_cl: -0.2789 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [04:58:31.150658] Epoch: [338] [ 240/2904] eta: 0:36:03 lr: 0.001599 loss: 0.1797 (0.1898) loss_rec_all: 0.2056 (0.2157) loss_rec_sfr: 0.2561 (0.2779) loss_cl: -0.2785 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [04:58:46.061343] Epoch: [338] [ 260/2904] eta: 0:35:33 lr: 0.001599 loss: 0.1786 (0.1899) loss_rec_all: 0.2049 (0.2158) loss_rec_sfr: 0.2594 (0.2784) loss_cl: -0.2794 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [04:59:00.971200] Epoch: [338] [ 280/2904] eta: 0:35:06 lr: 0.001599 loss: 0.1784 (0.1903) loss_rec_all: 0.2047 (0.2163) loss_rec_sfr: 0.2613 (0.2802) loss_cl: -0.2791 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [04:59:15.902048] Epoch: [338] [ 300/2904] eta: 0:34:40 lr: 0.001599 loss: 0.1758 (0.1901) loss_rec_all: 0.2020 (0.2160) loss_rec_sfr: 0.2343 (0.2793) loss_cl: -0.2786 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [04:59:30.816531] Epoch: [338] [ 320/2904] eta: 0:34:15 lr: 0.001598 loss: 0.1780 (0.1906) loss_rec_all: 0.2041 (0.2165) loss_rec_sfr: 0.2575 (0.2805) loss_cl: -0.2782 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [04:59:45.728946] Epoch: [338] [ 340/2904] eta: 0:33:52 lr: 0.001598 loss: 0.1761 (0.1904) loss_rec_all: 0.2021 (0.2163) loss_rec_sfr: 0.2648 (0.2807) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [05:00:00.639227] Epoch: [338] [ 360/2904] eta: 0:33:29 lr: 0.001598 loss: 0.1828 (0.1907) loss_rec_all: 0.2090 (0.2166) loss_rec_sfr: 0.2631 (0.2819) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [05:00:15.553578] Epoch: [338] [ 380/2904] eta: 0:33:08 lr: 0.001598 loss: 0.1827 (0.1905) loss_rec_all: 0.2088 (0.2164) loss_rec_sfr: 0.2523 (0.2812) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [05:00:30.465764] Epoch: [338] [ 400/2904] eta: 0:32:47 lr: 0.001598 loss: 0.1804 (0.1905) loss_rec_all: 0.2067 (0.2164) loss_rec_sfr: 0.2572 (0.2805) loss_cl: -0.2791 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [05:00:45.381607] Epoch: [338] [ 420/2904] eta: 0:32:26 lr: 0.001598 loss: 0.1752 (0.1899) loss_rec_all: 0.2013 (0.2158) loss_rec_sfr: 0.2572 (0.2787) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [05:01:00.296596] Epoch: [338] [ 440/2904] eta: 0:32:06 lr: 0.001598 loss: 0.1813 (0.1898) loss_rec_all: 0.2076 (0.2157) loss_rec_sfr: 0.2542 (0.2782) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [05:01:15.214002] Epoch: [338] [ 460/2904] eta: 0:31:47 lr: 0.001598 loss: 0.1822 (0.1899) loss_rec_all: 0.2085 (0.2158) loss_rec_sfr: 0.2572 (0.2787) loss_cl: -0.2783 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [05:01:30.135169] Epoch: [338] [ 480/2904] eta: 0:31:28 lr: 0.001598 loss: 0.1775 (0.1900) loss_rec_all: 0.2037 (0.2159) loss_rec_sfr: 0.2599 (0.2790) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [05:01:45.045488] Epoch: [338] [ 500/2904] eta: 0:31:09 lr: 0.001598 loss: 0.1801 (0.1903) loss_rec_all: 0.2065 (0.2162) loss_rec_sfr: 0.2619 (0.2801) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [05:01:59.944260] Epoch: [338] [ 520/2904] eta: 0:30:51 lr: 0.001598 loss: 0.1783 (0.1900) loss_rec_all: 0.2045 (0.2160) loss_rec_sfr: 0.2594 (0.2792) loss_cl: -0.2799 (-0.2788) time: 0.7449 data: 0.0002 max mem: 29860 [05:02:14.850433] Epoch: [338] [ 540/2904] eta: 0:30:32 lr: 0.001598 loss: 0.1797 (0.1902) loss_rec_all: 0.2061 (0.2161) loss_rec_sfr: 0.2253 (0.2792) loss_cl: -0.2789 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [05:02:29.770902] Epoch: [338] [ 560/2904] eta: 0:30:14 lr: 0.001598 loss: 0.1840 (0.1906) loss_rec_all: 0.2102 (0.2165) loss_rec_sfr: 0.2667 (0.2806) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [05:02:44.684367] Epoch: [338] [ 580/2904] eta: 0:29:57 lr: 0.001598 loss: 0.1873 (0.1909) loss_rec_all: 0.2132 (0.2168) loss_rec_sfr: 0.2714 (0.2817) loss_cl: -0.2782 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [05:02:59.602159] Epoch: [338] [ 600/2904] eta: 0:29:39 lr: 0.001598 loss: 0.1805 (0.1909) loss_rec_all: 0.2064 (0.2168) loss_rec_sfr: 0.2669 (0.2820) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [05:03:14.506818] Epoch: [338] [ 620/2904] eta: 0:29:22 lr: 0.001598 loss: 0.1805 (0.1906) loss_rec_all: 0.2068 (0.2165) loss_rec_sfr: 0.2507 (0.2809) loss_cl: -0.2789 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [05:03:29.414079] Epoch: [338] [ 640/2904] eta: 0:29:04 lr: 0.001598 loss: 0.1843 (0.1908) loss_rec_all: 0.2102 (0.2167) loss_rec_sfr: 0.2669 (0.2814) loss_cl: -0.2795 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [05:03:44.328697] Epoch: [338] [ 660/2904] eta: 0:28:47 lr: 0.001598 loss: 0.1815 (0.1909) loss_rec_all: 0.2080 (0.2168) loss_rec_sfr: 0.2681 (0.2818) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [05:03:59.248584] Epoch: [338] [ 680/2904] eta: 0:28:30 lr: 0.001598 loss: 0.1790 (0.1911) loss_rec_all: 0.2049 (0.2170) loss_rec_sfr: 0.2692 (0.2826) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [05:04:14.160930] Epoch: [338] [ 700/2904] eta: 0:28:13 lr: 0.001598 loss: 0.1832 (0.1912) loss_rec_all: 0.2092 (0.2171) loss_rec_sfr: 0.2555 (0.2828) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [05:04:29.071344] Epoch: [338] [ 720/2904] eta: 0:27:57 lr: 0.001598 loss: 0.1772 (0.1912) loss_rec_all: 0.2035 (0.2171) loss_rec_sfr: 0.2567 (0.2829) loss_cl: -0.2784 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [05:04:43.984481] Epoch: [338] [ 740/2904] eta: 0:27:40 lr: 0.001598 loss: 0.1827 (0.1913) loss_rec_all: 0.2088 (0.2172) loss_rec_sfr: 0.2697 (0.2834) loss_cl: -0.2794 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [05:04:58.892998] Epoch: [338] [ 760/2904] eta: 0:27:23 lr: 0.001598 loss: 0.1789 (0.1911) loss_rec_all: 0.2048 (0.2170) loss_rec_sfr: 0.2583 (0.2829) loss_cl: -0.2795 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [05:05:13.801889] Epoch: [338] [ 780/2904] eta: 0:27:07 lr: 0.001598 loss: 0.1799 (0.1911) loss_rec_all: 0.2061 (0.2170) loss_rec_sfr: 0.2562 (0.2830) loss_cl: -0.2785 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [05:05:28.711403] Epoch: [338] [ 800/2904] eta: 0:26:50 lr: 0.001598 loss: 0.1762 (0.1909) loss_rec_all: 0.2025 (0.2168) loss_rec_sfr: 0.2266 (0.2822) loss_cl: -0.2775 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [05:05:43.624469] Epoch: [338] [ 820/2904] eta: 0:26:34 lr: 0.001598 loss: 0.1762 (0.1909) loss_rec_all: 0.2027 (0.2168) loss_rec_sfr: 0.2506 (0.2821) loss_cl: -0.2784 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [05:05:58.532719] Epoch: [338] [ 840/2904] eta: 0:26:18 lr: 0.001598 loss: 0.1772 (0.1907) loss_rec_all: 0.2038 (0.2166) loss_rec_sfr: 0.2559 (0.2814) loss_cl: -0.2795 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [05:06:13.444391] Epoch: [338] [ 860/2904] eta: 0:26:02 lr: 0.001598 loss: 0.1772 (0.1906) loss_rec_all: 0.2033 (0.2165) loss_rec_sfr: 0.2598 (0.2814) loss_cl: -0.2804 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [05:06:28.352098] Epoch: [338] [ 880/2904] eta: 0:25:45 lr: 0.001598 loss: 0.1799 (0.1907) loss_rec_all: 0.2064 (0.2167) loss_rec_sfr: 0.2612 (0.2818) loss_cl: -0.2795 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [05:06:43.259912] Epoch: [338] [ 900/2904] eta: 0:25:29 lr: 0.001598 loss: 0.1771 (0.1906) loss_rec_all: 0.2032 (0.2165) loss_rec_sfr: 0.2504 (0.2814) loss_cl: -0.2782 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [05:06:58.168718] Epoch: [338] [ 920/2904] eta: 0:25:13 lr: 0.001598 loss: 0.1818 (0.1906) loss_rec_all: 0.2078 (0.2165) loss_rec_sfr: 0.2558 (0.2811) loss_cl: -0.2779 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [05:07:13.077167] Epoch: [338] [ 940/2904] eta: 0:24:57 lr: 0.001597 loss: 0.1798 (0.1906) loss_rec_all: 0.2060 (0.2165) loss_rec_sfr: 0.2237 (0.2811) loss_cl: -0.2785 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [05:07:27.991109] Epoch: [338] [ 960/2904] eta: 0:24:41 lr: 0.001597 loss: 0.1771 (0.1904) loss_rec_all: 0.2036 (0.2163) loss_rec_sfr: 0.2238 (0.2800) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [05:07:42.905648] Epoch: [338] [ 980/2904] eta: 0:24:25 lr: 0.001597 loss: 0.1824 (0.1905) loss_rec_all: 0.2086 (0.2164) loss_rec_sfr: 0.2565 (0.2801) loss_cl: -0.2797 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [05:07:57.816607] Epoch: [338] [1000/2904] eta: 0:24:10 lr: 0.001597 loss: 0.1828 (0.1904) loss_rec_all: 0.2093 (0.2163) loss_rec_sfr: 0.2542 (0.2795) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [05:08:12.725770] Epoch: [338] [1020/2904] eta: 0:23:54 lr: 0.001597 loss: 0.1760 (0.1902) loss_rec_all: 0.2022 (0.2161) loss_rec_sfr: 0.2405 (0.2788) loss_cl: -0.2790 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [05:08:27.636461] Epoch: [338] [1040/2904] eta: 0:23:38 lr: 0.001597 loss: 0.1787 (0.1902) loss_rec_all: 0.2047 (0.2161) loss_rec_sfr: 0.2542 (0.2790) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [05:08:42.545926] Epoch: [338] [1060/2904] eta: 0:23:22 lr: 0.001597 loss: 0.1782 (0.1902) loss_rec_all: 0.2044 (0.2161) loss_rec_sfr: 0.2583 (0.2789) loss_cl: -0.2790 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [05:08:57.458871] Epoch: [338] [1080/2904] eta: 0:23:07 lr: 0.001597 loss: 0.1755 (0.1900) loss_rec_all: 0.2018 (0.2159) loss_rec_sfr: 0.2489 (0.2782) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [05:09:12.366535] Epoch: [338] [1100/2904] eta: 0:22:51 lr: 0.001597 loss: 0.1781 (0.1900) loss_rec_all: 0.2044 (0.2160) loss_rec_sfr: 0.2434 (0.2784) loss_cl: -0.2791 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [05:09:27.276117] Epoch: [338] [1120/2904] eta: 0:22:35 lr: 0.001597 loss: 0.1808 (0.1901) loss_rec_all: 0.2070 (0.2160) loss_rec_sfr: 0.2628 (0.2787) loss_cl: -0.2790 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [05:09:42.190905] Epoch: [338] [1140/2904] eta: 0:22:19 lr: 0.001597 loss: 0.1787 (0.1901) loss_rec_all: 0.2049 (0.2160) loss_rec_sfr: 0.2589 (0.2788) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [05:09:57.103403] Epoch: [338] [1160/2904] eta: 0:22:04 lr: 0.001597 loss: 0.1784 (0.1900) loss_rec_all: 0.2046 (0.2160) loss_rec_sfr: 0.2522 (0.2784) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [05:10:12.013692] Epoch: [338] [1180/2904] eta: 0:21:48 lr: 0.001597 loss: 0.1791 (0.1899) loss_rec_all: 0.2050 (0.2158) loss_rec_sfr: 0.2585 (0.2780) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [05:10:26.923957] Epoch: [338] [1200/2904] eta: 0:21:33 lr: 0.001597 loss: 0.1802 (0.1898) loss_rec_all: 0.2061 (0.2157) loss_rec_sfr: 0.2576 (0.2777) loss_cl: -0.2793 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [05:10:41.831439] Epoch: [338] [1220/2904] eta: 0:21:17 lr: 0.001597 loss: 0.1755 (0.1896) loss_rec_all: 0.2020 (0.2156) loss_rec_sfr: 0.2111 (0.2770) loss_cl: -0.2794 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [05:10:56.751915] Epoch: [338] [1240/2904] eta: 0:21:02 lr: 0.001597 loss: 0.1811 (0.1897) loss_rec_all: 0.2070 (0.2157) loss_rec_sfr: 0.2650 (0.2775) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [05:11:11.660253] Epoch: [338] [1260/2904] eta: 0:20:46 lr: 0.001597 loss: 0.1800 (0.1898) loss_rec_all: 0.2064 (0.2158) loss_rec_sfr: 0.2586 (0.2777) loss_cl: -0.2789 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [05:11:26.566277] Epoch: [338] [1280/2904] eta: 0:20:31 lr: 0.001597 loss: 0.1771 (0.1899) loss_rec_all: 0.2032 (0.2158) loss_rec_sfr: 0.2620 (0.2781) loss_cl: -0.2788 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [05:11:41.478525] Epoch: [338] [1300/2904] eta: 0:20:15 lr: 0.001597 loss: 0.1792 (0.1897) loss_rec_all: 0.2053 (0.2157) loss_rec_sfr: 0.2527 (0.2777) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [05:11:56.393288] Epoch: [338] [1320/2904] eta: 0:20:00 lr: 0.001597 loss: 0.1787 (0.1897) loss_rec_all: 0.2046 (0.2157) loss_rec_sfr: 0.2601 (0.2776) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [05:12:11.301611] Epoch: [338] [1340/2904] eta: 0:19:44 lr: 0.001597 loss: 0.1802 (0.1898) loss_rec_all: 0.2062 (0.2157) loss_rec_sfr: 0.2585 (0.2779) loss_cl: -0.2790 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [05:12:26.204307] Epoch: [338] [1360/2904] eta: 0:19:29 lr: 0.001597 loss: 0.1763 (0.1897) loss_rec_all: 0.2025 (0.2157) loss_rec_sfr: 0.2580 (0.2777) loss_cl: -0.2791 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [05:12:41.121445] Epoch: [338] [1380/2904] eta: 0:19:13 lr: 0.001597 loss: 0.1825 (0.1898) loss_rec_all: 0.2087 (0.2157) loss_rec_sfr: 0.2549 (0.2777) loss_cl: -0.2783 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [05:12:56.024996] Epoch: [338] [1400/2904] eta: 0:18:58 lr: 0.001597 loss: 0.1806 (0.1898) loss_rec_all: 0.2063 (0.2157) loss_rec_sfr: 0.2617 (0.2779) loss_cl: -0.2786 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [05:13:10.929876] Epoch: [338] [1420/2904] eta: 0:18:43 lr: 0.001597 loss: 0.1818 (0.1898) loss_rec_all: 0.2079 (0.2158) loss_rec_sfr: 0.2557 (0.2779) loss_cl: -0.2791 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [05:13:25.844160] Epoch: [338] [1440/2904] eta: 0:18:27 lr: 0.001597 loss: 0.1790 (0.1898) loss_rec_all: 0.2054 (0.2157) loss_rec_sfr: 0.2426 (0.2778) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [05:13:40.758052] Epoch: [338] [1460/2904] eta: 0:18:12 lr: 0.001597 loss: 0.1825 (0.1898) loss_rec_all: 0.2083 (0.2158) loss_rec_sfr: 0.2616 (0.2779) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [05:13:55.660101] Epoch: [338] [1480/2904] eta: 0:17:57 lr: 0.001597 loss: 0.1791 (0.1898) loss_rec_all: 0.2051 (0.2157) loss_rec_sfr: 0.2651 (0.2779) loss_cl: -0.2798 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [05:14:10.566484] Epoch: [338] [1500/2904] eta: 0:17:41 lr: 0.001597 loss: 0.1811 (0.1898) loss_rec_all: 0.2072 (0.2157) loss_rec_sfr: 0.2660 (0.2778) loss_cl: -0.2795 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [05:14:25.469520] Epoch: [338] [1520/2904] eta: 0:17:26 lr: 0.001597 loss: 0.1863 (0.1900) loss_rec_all: 0.2122 (0.2159) loss_rec_sfr: 0.2894 (0.2785) loss_cl: -0.2784 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [05:14:40.377149] Epoch: [338] [1540/2904] eta: 0:17:11 lr: 0.001597 loss: 0.1813 (0.1900) loss_rec_all: 0.2076 (0.2159) loss_rec_sfr: 0.2618 (0.2786) loss_cl: -0.2784 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [05:14:55.292161] Epoch: [338] [1560/2904] eta: 0:16:55 lr: 0.001596 loss: 0.1850 (0.1900) loss_rec_all: 0.2109 (0.2160) loss_rec_sfr: 0.2564 (0.2786) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [05:15:10.206019] Epoch: [338] [1580/2904] eta: 0:16:40 lr: 0.001596 loss: 0.1837 (0.1901) loss_rec_all: 0.2095 (0.2160) loss_rec_sfr: 0.2717 (0.2789) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [05:15:25.115887] Epoch: [338] [1600/2904] eta: 0:16:25 lr: 0.001596 loss: 0.1782 (0.1901) loss_rec_all: 0.2046 (0.2160) loss_rec_sfr: 0.2526 (0.2788) loss_cl: -0.2785 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [05:15:40.022428] Epoch: [338] [1620/2904] eta: 0:16:09 lr: 0.001596 loss: 0.1784 (0.1902) loss_rec_all: 0.2042 (0.2161) loss_rec_sfr: 0.2549 (0.2791) loss_cl: -0.2776 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [05:15:54.919184] Epoch: [338] [1640/2904] eta: 0:15:54 lr: 0.001596 loss: 0.1807 (0.1902) loss_rec_all: 0.2067 (0.2161) loss_rec_sfr: 0.2568 (0.2790) loss_cl: -0.2790 (-0.2788) time: 0.7448 data: 0.0002 max mem: 29860 [05:16:09.824749] Epoch: [338] [1660/2904] eta: 0:15:39 lr: 0.001596 loss: 0.1802 (0.1903) loss_rec_all: 0.2064 (0.2162) loss_rec_sfr: 0.2680 (0.2794) loss_cl: -0.2800 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [05:16:24.730409] Epoch: [338] [1680/2904] eta: 0:15:24 lr: 0.001596 loss: 0.1791 (0.1903) loss_rec_all: 0.2049 (0.2162) loss_rec_sfr: 0.2652 (0.2796) loss_cl: -0.2785 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [05:16:39.639676] Epoch: [338] [1700/2904] eta: 0:15:08 lr: 0.001596 loss: 0.1790 (0.1903) loss_rec_all: 0.2054 (0.2162) loss_rec_sfr: 0.2663 (0.2796) loss_cl: -0.2785 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [05:16:54.556132] Epoch: [338] [1720/2904] eta: 0:14:53 lr: 0.001596 loss: 0.1761 (0.1903) loss_rec_all: 0.2027 (0.2162) loss_rec_sfr: 0.2205 (0.2794) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [05:17:09.459358] Epoch: [338] [1740/2904] eta: 0:14:38 lr: 0.001596 loss: 0.1797 (0.1903) loss_rec_all: 0.2062 (0.2162) loss_rec_sfr: 0.2614 (0.2794) loss_cl: -0.2786 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [05:17:24.365198] Epoch: [338] [1760/2904] eta: 0:14:23 lr: 0.001596 loss: 0.1782 (0.1903) loss_rec_all: 0.2043 (0.2162) loss_rec_sfr: 0.2568 (0.2795) loss_cl: -0.2797 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [05:17:39.269049] Epoch: [338] [1780/2904] eta: 0:14:08 lr: 0.001596 loss: 0.1780 (0.1903) loss_rec_all: 0.2041 (0.2162) loss_rec_sfr: 0.2633 (0.2793) loss_cl: -0.2799 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [05:17:54.173412] Epoch: [338] [1800/2904] eta: 0:13:52 lr: 0.001596 loss: 0.1859 (0.1903) loss_rec_all: 0.2116 (0.2162) loss_rec_sfr: 0.2650 (0.2796) loss_cl: -0.2792 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [05:18:09.076115] Epoch: [338] [1820/2904] eta: 0:13:37 lr: 0.001596 loss: 0.1752 (0.1904) loss_rec_all: 0.2016 (0.2163) loss_rec_sfr: 0.2551 (0.2797) loss_cl: -0.2778 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [05:18:23.979321] Epoch: [338] [1840/2904] eta: 0:13:22 lr: 0.001596 loss: 0.1821 (0.1904) loss_rec_all: 0.2084 (0.2163) loss_rec_sfr: 0.2589 (0.2799) loss_cl: -0.2783 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [05:18:38.883398] Epoch: [338] [1860/2904] eta: 0:13:07 lr: 0.001596 loss: 0.1788 (0.1904) loss_rec_all: 0.2047 (0.2163) loss_rec_sfr: 0.2627 (0.2800) loss_cl: -0.2793 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [05:18:53.791091] Epoch: [338] [1880/2904] eta: 0:12:52 lr: 0.001596 loss: 0.1817 (0.1905) loss_rec_all: 0.2082 (0.2164) loss_rec_sfr: 0.2553 (0.2801) loss_cl: -0.2798 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [05:19:08.699702] Epoch: [338] [1900/2904] eta: 0:12:36 lr: 0.001596 loss: 0.1801 (0.1905) loss_rec_all: 0.2063 (0.2164) loss_rec_sfr: 0.2579 (0.2802) loss_cl: -0.2793 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [05:19:23.610521] Epoch: [338] [1920/2904] eta: 0:12:21 lr: 0.001596 loss: 0.1809 (0.1906) loss_rec_all: 0.2071 (0.2165) loss_rec_sfr: 0.2619 (0.2804) loss_cl: -0.2778 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [05:19:38.524363] Epoch: [338] [1940/2904] eta: 0:12:06 lr: 0.001596 loss: 0.1838 (0.1907) loss_rec_all: 0.2098 (0.2166) loss_rec_sfr: 0.2682 (0.2809) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [05:19:53.437222] Epoch: [338] [1960/2904] eta: 0:11:51 lr: 0.001596 loss: 0.1787 (0.1906) loss_rec_all: 0.2050 (0.2165) loss_rec_sfr: 0.2204 (0.2805) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [05:20:08.348872] Epoch: [338] [1980/2904] eta: 0:11:36 lr: 0.001596 loss: 0.1789 (0.1907) loss_rec_all: 0.2054 (0.2166) loss_rec_sfr: 0.2566 (0.2807) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [05:20:23.263832] Epoch: [338] [2000/2904] eta: 0:11:21 lr: 0.001596 loss: 0.1797 (0.1907) loss_rec_all: 0.2061 (0.2166) loss_rec_sfr: 0.2629 (0.2808) loss_cl: -0.2780 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [05:20:38.165669] Epoch: [338] [2020/2904] eta: 0:11:06 lr: 0.001596 loss: 0.1798 (0.1907) loss_rec_all: 0.2056 (0.2166) loss_rec_sfr: 0.2599 (0.2810) loss_cl: -0.2789 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [05:20:53.072048] Epoch: [338] [2040/2904] eta: 0:10:50 lr: 0.001596 loss: 0.1787 (0.1907) loss_rec_all: 0.2048 (0.2166) loss_rec_sfr: 0.2629 (0.2809) loss_cl: -0.2783 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [05:21:07.972914] Epoch: [338] [2060/2904] eta: 0:10:35 lr: 0.001596 loss: 0.1775 (0.1906) loss_rec_all: 0.2034 (0.2165) loss_rec_sfr: 0.2553 (0.2807) loss_cl: -0.2796 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [05:21:22.878596] Epoch: [338] [2080/2904] eta: 0:10:20 lr: 0.001596 loss: 0.1790 (0.1906) loss_rec_all: 0.2054 (0.2165) loss_rec_sfr: 0.2629 (0.2807) loss_cl: -0.2791 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [05:21:37.787490] Epoch: [338] [2100/2904] eta: 0:10:05 lr: 0.001596 loss: 0.1842 (0.1906) loss_rec_all: 0.2100 (0.2165) loss_rec_sfr: 0.2585 (0.2805) loss_cl: -0.2785 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [05:21:52.701444] Epoch: [338] [2120/2904] eta: 0:09:50 lr: 0.001596 loss: 0.1815 (0.1906) loss_rec_all: 0.2073 (0.2165) loss_rec_sfr: 0.2598 (0.2805) loss_cl: -0.2793 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [05:22:07.608633] Epoch: [338] [2140/2904] eta: 0:09:35 lr: 0.001596 loss: 0.1798 (0.1905) loss_rec_all: 0.2062 (0.2164) loss_rec_sfr: 0.2541 (0.2802) loss_cl: -0.2791 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [05:22:22.520946] Epoch: [338] [2160/2904] eta: 0:09:20 lr: 0.001596 loss: 0.1794 (0.1905) loss_rec_all: 0.2056 (0.2164) loss_rec_sfr: 0.2620 (0.2802) loss_cl: -0.2781 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [05:22:37.430544] Epoch: [338] [2180/2904] eta: 0:09:05 lr: 0.001595 loss: 0.1787 (0.1905) loss_rec_all: 0.2051 (0.2164) loss_rec_sfr: 0.2662 (0.2803) loss_cl: -0.2786 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [05:22:52.338708] Epoch: [338] [2200/2904] eta: 0:08:49 lr: 0.001595 loss: 0.1822 (0.1905) loss_rec_all: 0.2081 (0.2164) loss_rec_sfr: 0.2632 (0.2805) loss_cl: -0.2790 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [05:23:07.249072] Epoch: [338] [2220/2904] eta: 0:08:34 lr: 0.001595 loss: 0.1826 (0.1905) loss_rec_all: 0.2090 (0.2165) loss_rec_sfr: 0.2530 (0.2805) loss_cl: -0.2793 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [05:23:22.175568] Epoch: [338] [2240/2904] eta: 0:08:19 lr: 0.001595 loss: 0.1783 (0.1906) loss_rec_all: 0.2047 (0.2165) loss_rec_sfr: 0.2568 (0.2806) loss_cl: -0.2793 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [05:23:37.084665] Epoch: [338] [2260/2904] eta: 0:08:04 lr: 0.001595 loss: 0.1781 (0.1905) loss_rec_all: 0.2044 (0.2165) loss_rec_sfr: 0.2336 (0.2805) loss_cl: -0.2793 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [05:23:51.996008] Epoch: [338] [2280/2904] eta: 0:07:49 lr: 0.001595 loss: 0.1784 (0.1905) loss_rec_all: 0.2043 (0.2164) loss_rec_sfr: 0.2592 (0.2803) loss_cl: -0.2779 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [05:24:06.901354] Epoch: [338] [2300/2904] eta: 0:07:34 lr: 0.001595 loss: 0.1784 (0.1904) loss_rec_all: 0.2046 (0.2164) loss_rec_sfr: 0.2578 (0.2802) loss_cl: -0.2782 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [05:24:21.804786] Epoch: [338] [2320/2904] eta: 0:07:19 lr: 0.001595 loss: 0.1752 (0.1904) loss_rec_all: 0.2016 (0.2163) loss_rec_sfr: 0.2624 (0.2800) loss_cl: -0.2784 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [05:24:36.710769] Epoch: [338] [2340/2904] eta: 0:07:04 lr: 0.001595 loss: 0.1852 (0.1905) loss_rec_all: 0.2114 (0.2164) loss_rec_sfr: 0.2646 (0.2803) loss_cl: -0.2796 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [05:24:51.623423] Epoch: [338] [2360/2904] eta: 0:06:49 lr: 0.001595 loss: 0.1797 (0.1905) loss_rec_all: 0.2063 (0.2164) loss_rec_sfr: 0.2603 (0.2802) loss_cl: -0.2794 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [05:25:06.528637] Epoch: [338] [2380/2904] eta: 0:06:34 lr: 0.001595 loss: 0.1862 (0.1905) loss_rec_all: 0.2124 (0.2164) loss_rec_sfr: 0.2655 (0.2804) loss_cl: -0.2793 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [05:25:21.437041] Epoch: [338] [2400/2904] eta: 0:06:19 lr: 0.001595 loss: 0.1793 (0.1905) loss_rec_all: 0.2056 (0.2165) loss_rec_sfr: 0.2610 (0.2806) loss_cl: -0.2796 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [05:25:36.346953] Epoch: [338] [2420/2904] eta: 0:06:04 lr: 0.001595 loss: 0.1795 (0.1906) loss_rec_all: 0.2055 (0.2165) loss_rec_sfr: 0.2648 (0.2806) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [05:25:51.251395] Epoch: [338] [2440/2904] eta: 0:05:48 lr: 0.001595 loss: 0.1808 (0.1905) loss_rec_all: 0.2069 (0.2165) loss_rec_sfr: 0.2591 (0.2806) loss_cl: -0.2780 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [05:26:06.163314] Epoch: [338] [2460/2904] eta: 0:05:33 lr: 0.001595 loss: 0.1747 (0.1905) loss_rec_all: 0.2010 (0.2164) loss_rec_sfr: 0.2485 (0.2805) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [05:26:21.071004] Epoch: [338] [2480/2904] eta: 0:05:18 lr: 0.001595 loss: 0.1803 (0.1906) loss_rec_all: 0.2068 (0.2165) loss_rec_sfr: 0.2631 (0.2806) loss_cl: -0.2790 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [05:26:35.978971] Epoch: [338] [2500/2904] eta: 0:05:03 lr: 0.001595 loss: 0.1845 (0.1905) loss_rec_all: 0.2111 (0.2164) loss_rec_sfr: 0.2277 (0.2803) loss_cl: -0.2791 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [05:26:50.887078] Epoch: [338] [2520/2904] eta: 0:04:48 lr: 0.001595 loss: 0.1816 (0.1906) loss_rec_all: 0.2079 (0.2165) loss_rec_sfr: 0.2623 (0.2804) loss_cl: -0.2787 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [05:27:05.804071] Epoch: [338] [2540/2904] eta: 0:04:33 lr: 0.001595 loss: 0.1776 (0.1906) loss_rec_all: 0.2041 (0.2165) loss_rec_sfr: 0.2589 (0.2805) loss_cl: -0.2783 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [05:27:20.716262] Epoch: [338] [2560/2904] eta: 0:04:18 lr: 0.001595 loss: 0.1816 (0.1906) loss_rec_all: 0.2075 (0.2165) loss_rec_sfr: 0.2560 (0.2804) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [05:27:35.625795] Epoch: [338] [2580/2904] eta: 0:04:03 lr: 0.001595 loss: 0.1776 (0.1906) loss_rec_all: 0.2040 (0.2166) loss_rec_sfr: 0.2565 (0.2806) loss_cl: -0.2797 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [05:27:50.534725] Epoch: [338] [2600/2904] eta: 0:03:48 lr: 0.001595 loss: 0.1820 (0.1906) loss_rec_all: 0.2080 (0.2165) loss_rec_sfr: 0.2598 (0.2805) loss_cl: -0.2788 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [05:28:05.447502] Epoch: [338] [2620/2904] eta: 0:03:33 lr: 0.001595 loss: 0.1792 (0.1906) loss_rec_all: 0.2052 (0.2165) loss_rec_sfr: 0.2578 (0.2803) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [05:28:20.356952] Epoch: [338] [2640/2904] eta: 0:03:18 lr: 0.001595 loss: 0.1799 (0.1906) loss_rec_all: 0.2057 (0.2165) loss_rec_sfr: 0.2621 (0.2803) loss_cl: -0.2792 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [05:28:35.271386] Epoch: [338] [2660/2904] eta: 0:03:03 lr: 0.001595 loss: 0.1773 (0.1905) loss_rec_all: 0.2036 (0.2164) loss_rec_sfr: 0.2563 (0.2801) loss_cl: -0.2784 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [05:28:50.180070] Epoch: [338] [2680/2904] eta: 0:02:48 lr: 0.001595 loss: 0.1788 (0.1905) loss_rec_all: 0.2050 (0.2164) loss_rec_sfr: 0.2161 (0.2798) loss_cl: -0.2783 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [05:29:05.090006] Epoch: [338] [2700/2904] eta: 0:02:33 lr: 0.001595 loss: 0.1793 (0.1904) loss_rec_all: 0.2054 (0.2163) loss_rec_sfr: 0.2613 (0.2798) loss_cl: -0.2793 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [05:29:19.994634] Epoch: [338] [2720/2904] eta: 0:02:18 lr: 0.001595 loss: 0.1762 (0.1904) loss_rec_all: 0.2025 (0.2163) loss_rec_sfr: 0.2550 (0.2797) loss_cl: -0.2793 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [05:29:34.899965] Epoch: [338] [2740/2904] eta: 0:02:03 lr: 0.001595 loss: 0.1805 (0.1903) loss_rec_all: 0.2063 (0.2163) loss_rec_sfr: 0.2576 (0.2794) loss_cl: -0.2787 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [05:29:49.808316] Epoch: [338] [2760/2904] eta: 0:01:48 lr: 0.001595 loss: 0.1811 (0.1903) loss_rec_all: 0.2074 (0.2162) loss_rec_sfr: 0.2442 (0.2793) loss_cl: -0.2786 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [05:30:04.721842] Epoch: [338] [2780/2904] eta: 0:01:33 lr: 0.001595 loss: 0.1816 (0.1903) loss_rec_all: 0.2075 (0.2162) loss_rec_sfr: 0.2584 (0.2793) loss_cl: -0.2781 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [05:30:19.633570] Epoch: [338] [2800/2904] eta: 0:01:18 lr: 0.001594 loss: 0.1819 (0.1903) loss_rec_all: 0.2081 (0.2162) loss_rec_sfr: 0.2603 (0.2793) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [05:30:34.550085] Epoch: [338] [2820/2904] eta: 0:01:03 lr: 0.001594 loss: 0.1782 (0.1903) loss_rec_all: 0.2043 (0.2162) loss_rec_sfr: 0.2303 (0.2792) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [05:30:49.488900] Epoch: [338] [2840/2904] eta: 0:00:48 lr: 0.001594 loss: 0.1842 (0.1903) loss_rec_all: 0.2103 (0.2162) loss_rec_sfr: 0.2564 (0.2792) loss_cl: -0.2790 (-0.2788) time: 0.7469 data: 0.0023 max mem: 29860 [05:31:04.386661] Epoch: [338] [2860/2904] eta: 0:00:33 lr: 0.001594 loss: 0.1767 (0.1903) loss_rec_all: 0.2032 (0.2162) loss_rec_sfr: 0.2240 (0.2792) loss_cl: -0.2786 (-0.2788) time: 0.7449 data: 0.0001 max mem: 29860 [05:31:19.282904] Epoch: [338] [2880/2904] eta: 0:00:18 lr: 0.001594 loss: 0.1802 (0.1903) loss_rec_all: 0.2064 (0.2162) loss_rec_sfr: 0.2664 (0.2793) loss_cl: -0.2795 (-0.2788) time: 0.7448 data: 0.0001 max mem: 29860 [05:31:34.179067] Epoch: [338] [2900/2904] eta: 0:00:03 lr: 0.001594 loss: 0.1771 (0.1903) loss_rec_all: 0.2036 (0.2162) loss_rec_sfr: 0.2579 (0.2792) loss_cl: -0.2793 (-0.2788) time: 0.7448 data: 0.0001 max mem: 29860 [05:31:36.420895] Epoch: [338] [2903/2904] eta: 0:00:00 lr: 0.001594 loss: 0.1770 (0.1903) loss_rec_all: 0.2030 (0.2162) loss_rec_sfr: 0.2591 (0.2793) loss_cl: -0.2788 (-0.2788) time: 0.7448 data: 0.0001 max mem: 29860 [05:31:38.566834] Epoch: [338] Total time: 0:36:23 (0.7518 s / it) [05:31:38.579742] Averaged stats: lr: 0.001594 loss: 0.1770 (0.1919) loss_rec_all: 0.2030 (0.2155) loss_rec_sfr: 0.2591 (0.2770) loss_cl: -0.2788 (-0.2556) [05:31:38.584477] log_dir: ./checkpoint/VF2_ViT-B [05:31:57.043867] Epoch: [339] [ 0/2904] eta: 14:53:22 lr: 0.001594 loss: 0.1937 (0.1937) loss_rec_all: 0.2195 (0.2195) loss_rec_sfr: 0.2608 (0.2608) loss_cl: -0.2761 (-0.2761) time: 18.4581 data: 14.3969 max mem: 29860 [05:32:13.253471] Epoch: [339] [ 20/2904] eta: 1:19:20 lr: 0.001594 loss: 0.1798 (0.1910) loss_rec_all: 0.2060 (0.2169) loss_rec_sfr: 0.2542 (0.2753) loss_cl: -0.2781 (-0.2781) time: 0.8104 data: 0.0002 max mem: 29860 [05:32:28.129435] Epoch: [339] [ 40/2904] eta: 0:57:40 lr: 0.001594 loss: 0.1832 (0.1914) loss_rec_all: 0.2094 (0.2173) loss_rec_sfr: 0.2591 (0.2802) loss_cl: -0.2788 (-0.2784) time: 0.7438 data: 0.0002 max mem: 29860 [05:32:43.006125] Epoch: [339] [ 60/2904] eta: 0:50:03 lr: 0.001594 loss: 0.1809 (0.1933) loss_rec_all: 0.2070 (0.2191) loss_rec_sfr: 0.2583 (0.2873) loss_cl: -0.2792 (-0.2787) time: 0.7438 data: 0.0002 max mem: 29860 [05:32:57.891807] Epoch: [339] [ 80/2904] eta: 0:46:04 lr: 0.001594 loss: 0.1782 (0.1922) loss_rec_all: 0.2047 (0.2181) loss_rec_sfr: 0.2658 (0.2855) loss_cl: -0.2787 (-0.2787) time: 0.7442 data: 0.0002 max mem: 29860 [05:33:12.781157] Epoch: [339] [ 100/2904] eta: 0:43:34 lr: 0.001594 loss: 0.1800 (0.1919) loss_rec_all: 0.2061 (0.2178) loss_rec_sfr: 0.2581 (0.2859) loss_cl: -0.2792 (-0.2788) time: 0.7444 data: 0.0002 max mem: 29860 [05:33:27.693065] Epoch: [339] [ 120/2904] eta: 0:41:50 lr: 0.001594 loss: 0.1791 (0.1903) loss_rec_all: 0.2050 (0.2162) loss_rec_sfr: 0.2651 (0.2822) loss_cl: -0.2794 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [05:33:42.599465] Epoch: [339] [ 140/2904] eta: 0:40:30 lr: 0.001594 loss: 0.1832 (0.1923) loss_rec_all: 0.2095 (0.2182) loss_rec_sfr: 0.2721 (0.2886) loss_cl: -0.2784 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [05:33:57.525761] Epoch: [339] [ 160/2904] eta: 0:39:27 lr: 0.001594 loss: 0.1795 (0.1922) loss_rec_all: 0.2054 (0.2180) loss_rec_sfr: 0.2623 (0.2881) loss_cl: -0.2782 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [05:34:12.433811] Epoch: [339] [ 180/2904] eta: 0:38:35 lr: 0.001594 loss: 0.1791 (0.1921) loss_rec_all: 0.2051 (0.2180) loss_rec_sfr: 0.2541 (0.2877) loss_cl: -0.2783 (-0.2786) time: 0.7454 data: 0.0002 max mem: 29860 [05:34:27.343131] Epoch: [339] [ 200/2904] eta: 0:37:50 lr: 0.001594 loss: 0.1773 (0.1917) loss_rec_all: 0.2033 (0.2175) loss_rec_sfr: 0.2512 (0.2858) loss_cl: -0.2783 (-0.2786) time: 0.7454 data: 0.0002 max mem: 29860 [05:34:42.244433] Epoch: [339] [ 220/2904] eta: 0:37:10 lr: 0.001594 loss: 0.1766 (0.1917) loss_rec_all: 0.2032 (0.2176) loss_rec_sfr: 0.2569 (0.2856) loss_cl: -0.2786 (-0.2786) time: 0.7450 data: 0.0002 max mem: 29860 [05:34:57.144431] Epoch: [339] [ 240/2904] eta: 0:36:34 lr: 0.001594 loss: 0.1791 (0.1909) loss_rec_all: 0.2055 (0.2168) loss_rec_sfr: 0.2196 (0.2821) loss_cl: -0.2792 (-0.2787) time: 0.7450 data: 0.0002 max mem: 29860 [05:35:12.047124] Epoch: [339] [ 260/2904] eta: 0:36:02 lr: 0.001594 loss: 0.1787 (0.1911) loss_rec_all: 0.2048 (0.2170) loss_rec_sfr: 0.2628 (0.2834) loss_cl: -0.2802 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [05:35:26.975060] Epoch: [339] [ 280/2904] eta: 0:35:32 lr: 0.001594 loss: 0.1775 (0.1915) loss_rec_all: 0.2034 (0.2174) loss_rec_sfr: 0.2609 (0.2852) loss_cl: -0.2783 (-0.2787) time: 0.7464 data: 0.0002 max mem: 29860 [05:35:41.879659] Epoch: [339] [ 300/2904] eta: 0:35:04 lr: 0.001594 loss: 0.1754 (0.1909) loss_rec_all: 0.2018 (0.2168) loss_rec_sfr: 0.2527 (0.2829) loss_cl: -0.2787 (-0.2787) time: 0.7452 data: 0.0002 max mem: 29860 [05:35:56.936173] Epoch: [339] [ 320/2904] eta: 0:34:39 lr: 0.001594 loss: 0.1816 (0.1911) loss_rec_all: 0.2078 (0.2170) loss_rec_sfr: 0.2605 (0.2834) loss_cl: -0.2789 (-0.2788) time: 0.7528 data: 0.0002 max mem: 29860 [05:36:11.845617] Epoch: [339] [ 340/2904] eta: 0:34:14 lr: 0.001594 loss: 0.1737 (0.1906) loss_rec_all: 0.1998 (0.2165) loss_rec_sfr: 0.2564 (0.2821) loss_cl: -0.2795 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [05:36:26.757615] Epoch: [339] [ 360/2904] eta: 0:33:50 lr: 0.001594 loss: 0.1774 (0.1905) loss_rec_all: 0.2035 (0.2164) loss_rec_sfr: 0.2515 (0.2812) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [05:36:41.663451] Epoch: [339] [ 380/2904] eta: 0:33:27 lr: 0.001594 loss: 0.1797 (0.1903) loss_rec_all: 0.2057 (0.2162) loss_rec_sfr: 0.2563 (0.2807) loss_cl: -0.2796 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [05:36:56.570878] Epoch: [339] [ 400/2904] eta: 0:33:05 lr: 0.001594 loss: 0.1797 (0.1901) loss_rec_all: 0.2060 (0.2161) loss_rec_sfr: 0.2586 (0.2802) loss_cl: -0.2791 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [05:37:11.483581] Epoch: [339] [ 420/2904] eta: 0:32:44 lr: 0.001594 loss: 0.1803 (0.1899) loss_rec_all: 0.2063 (0.2158) loss_rec_sfr: 0.2539 (0.2789) loss_cl: -0.2784 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [05:37:26.390106] Epoch: [339] [ 440/2904] eta: 0:32:23 lr: 0.001594 loss: 0.1767 (0.1895) loss_rec_all: 0.2031 (0.2154) loss_rec_sfr: 0.2222 (0.2771) loss_cl: -0.2786 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [05:37:41.301935] Epoch: [339] [ 460/2904] eta: 0:32:02 lr: 0.001594 loss: 0.1825 (0.1897) loss_rec_all: 0.2084 (0.2156) loss_rec_sfr: 0.2643 (0.2779) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [05:37:56.212874] Epoch: [339] [ 480/2904] eta: 0:31:42 lr: 0.001594 loss: 0.1782 (0.1894) loss_rec_all: 0.2041 (0.2154) loss_rec_sfr: 0.2521 (0.2766) loss_cl: -0.2795 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [05:38:11.115931] Epoch: [339] [ 500/2904] eta: 0:31:23 lr: 0.001594 loss: 0.1768 (0.1894) loss_rec_all: 0.2034 (0.2153) loss_rec_sfr: 0.2589 (0.2767) loss_cl: -0.2793 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [05:38:26.020227] Epoch: [339] [ 520/2904] eta: 0:31:04 lr: 0.001593 loss: 0.1778 (0.1895) loss_rec_all: 0.2045 (0.2154) loss_rec_sfr: 0.2632 (0.2774) loss_cl: -0.2789 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [05:38:40.920812] Epoch: [339] [ 540/2904] eta: 0:30:45 lr: 0.001593 loss: 0.1767 (0.1897) loss_rec_all: 0.2027 (0.2156) loss_rec_sfr: 0.2668 (0.2784) loss_cl: -0.2784 (-0.2789) time: 0.7450 data: 0.0002 max mem: 29860 [05:38:55.820756] Epoch: [339] [ 560/2904] eta: 0:30:26 lr: 0.001593 loss: 0.1816 (0.1899) loss_rec_all: 0.2075 (0.2158) loss_rec_sfr: 0.2546 (0.2791) loss_cl: -0.2791 (-0.2789) time: 0.7450 data: 0.0002 max mem: 29860 [05:39:10.717380] Epoch: [339] [ 580/2904] eta: 0:30:08 lr: 0.001593 loss: 0.1785 (0.1898) loss_rec_all: 0.2051 (0.2158) loss_rec_sfr: 0.2479 (0.2787) loss_cl: -0.2792 (-0.2789) time: 0.7448 data: 0.0002 max mem: 29860 [05:39:25.615731] Epoch: [339] [ 600/2904] eta: 0:29:50 lr: 0.001593 loss: 0.1776 (0.1898) loss_rec_all: 0.2035 (0.2158) loss_rec_sfr: 0.2583 (0.2790) loss_cl: -0.2787 (-0.2789) time: 0.7449 data: 0.0002 max mem: 29860 [05:39:40.525158] Epoch: [339] [ 620/2904] eta: 0:29:32 lr: 0.001593 loss: 0.1769 (0.1896) loss_rec_all: 0.2028 (0.2155) loss_rec_sfr: 0.2553 (0.2782) loss_cl: -0.2785 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [05:39:55.431741] Epoch: [339] [ 640/2904] eta: 0:29:14 lr: 0.001593 loss: 0.1789 (0.1896) loss_rec_all: 0.2052 (0.2156) loss_rec_sfr: 0.2586 (0.2786) loss_cl: -0.2791 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [05:40:10.337187] Epoch: [339] [ 660/2904] eta: 0:28:57 lr: 0.001593 loss: 0.1792 (0.1897) loss_rec_all: 0.2058 (0.2156) loss_rec_sfr: 0.2537 (0.2786) loss_cl: -0.2786 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [05:40:25.238861] Epoch: [339] [ 680/2904] eta: 0:28:39 lr: 0.001593 loss: 0.1739 (0.1896) loss_rec_all: 0.2005 (0.2155) loss_rec_sfr: 0.2140 (0.2780) loss_cl: -0.2787 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [05:40:40.142315] Epoch: [339] [ 700/2904] eta: 0:28:22 lr: 0.001593 loss: 0.1799 (0.1897) loss_rec_all: 0.2063 (0.2156) loss_rec_sfr: 0.2716 (0.2786) loss_cl: -0.2789 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [05:40:55.047808] Epoch: [339] [ 720/2904] eta: 0:28:05 lr: 0.001593 loss: 0.1779 (0.1896) loss_rec_all: 0.2038 (0.2156) loss_rec_sfr: 0.2560 (0.2785) loss_cl: -0.2787 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [05:41:09.951407] Epoch: [339] [ 740/2904] eta: 0:27:48 lr: 0.001593 loss: 0.1765 (0.1894) loss_rec_all: 0.2028 (0.2154) loss_rec_sfr: 0.2581 (0.2780) loss_cl: -0.2786 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [05:41:24.862209] Epoch: [339] [ 760/2904] eta: 0:27:31 lr: 0.001593 loss: 0.1798 (0.1895) loss_rec_all: 0.2060 (0.2155) loss_rec_sfr: 0.2579 (0.2782) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [05:41:39.768368] Epoch: [339] [ 780/2904] eta: 0:27:14 lr: 0.001593 loss: 0.1880 (0.1899) loss_rec_all: 0.2141 (0.2158) loss_rec_sfr: 0.2675 (0.2794) loss_cl: -0.2794 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [05:41:54.653750] Epoch: [339] [ 800/2904] eta: 0:26:58 lr: 0.001593 loss: 0.1827 (0.1899) loss_rec_all: 0.2087 (0.2158) loss_rec_sfr: 0.2535 (0.2793) loss_cl: -0.2793 (-0.2788) time: 0.7442 data: 0.0002 max mem: 29860 [05:42:09.555123] Epoch: [339] [ 820/2904] eta: 0:26:41 lr: 0.001593 loss: 0.1809 (0.1899) loss_rec_all: 0.2070 (0.2158) loss_rec_sfr: 0.2576 (0.2792) loss_cl: -0.2787 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [05:42:24.461704] Epoch: [339] [ 840/2904] eta: 0:26:25 lr: 0.001593 loss: 0.1772 (0.1898) loss_rec_all: 0.2031 (0.2157) loss_rec_sfr: 0.2238 (0.2785) loss_cl: -0.2783 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [05:42:39.368817] Epoch: [339] [ 860/2904] eta: 0:26:08 lr: 0.001593 loss: 0.1780 (0.1896) loss_rec_all: 0.2047 (0.2156) loss_rec_sfr: 0.2410 (0.2780) loss_cl: -0.2787 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [05:42:54.274004] Epoch: [339] [ 880/2904] eta: 0:25:52 lr: 0.001593 loss: 0.1776 (0.1896) loss_rec_all: 0.2040 (0.2155) loss_rec_sfr: 0.2391 (0.2776) loss_cl: -0.2792 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [05:43:09.189503] Epoch: [339] [ 900/2904] eta: 0:25:35 lr: 0.001593 loss: 0.1831 (0.1897) loss_rec_all: 0.2093 (0.2157) loss_rec_sfr: 0.2684 (0.2783) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [05:43:24.092389] Epoch: [339] [ 920/2904] eta: 0:25:19 lr: 0.001593 loss: 0.1770 (0.1895) loss_rec_all: 0.2034 (0.2155) loss_rec_sfr: 0.2184 (0.2775) loss_cl: -0.2787 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [05:43:38.998247] Epoch: [339] [ 940/2904] eta: 0:25:03 lr: 0.001593 loss: 0.1777 (0.1896) loss_rec_all: 0.2041 (0.2155) loss_rec_sfr: 0.2591 (0.2776) loss_cl: -0.2785 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [05:43:53.899706] Epoch: [339] [ 960/2904] eta: 0:24:47 lr: 0.001593 loss: 0.1835 (0.1897) loss_rec_all: 0.2095 (0.2156) loss_rec_sfr: 0.2610 (0.2780) loss_cl: -0.2794 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [05:44:08.802344] Epoch: [339] [ 980/2904] eta: 0:24:31 lr: 0.001593 loss: 0.1781 (0.1896) loss_rec_all: 0.2045 (0.2156) loss_rec_sfr: 0.2577 (0.2776) loss_cl: -0.2794 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [05:44:23.707618] Epoch: [339] [1000/2904] eta: 0:24:15 lr: 0.001593 loss: 0.1848 (0.1897) loss_rec_all: 0.2108 (0.2156) loss_rec_sfr: 0.2686 (0.2779) loss_cl: -0.2798 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [05:44:38.614123] Epoch: [339] [1020/2904] eta: 0:23:59 lr: 0.001593 loss: 0.1784 (0.1896) loss_rec_all: 0.2043 (0.2155) loss_rec_sfr: 0.2623 (0.2777) loss_cl: -0.2786 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [05:44:53.522015] Epoch: [339] [1040/2904] eta: 0:23:43 lr: 0.001593 loss: 0.1825 (0.1898) loss_rec_all: 0.2083 (0.2157) loss_rec_sfr: 0.2693 (0.2783) loss_cl: -0.2780 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [05:45:08.429879] Epoch: [339] [1060/2904] eta: 0:23:27 lr: 0.001593 loss: 0.1810 (0.1897) loss_rec_all: 0.2075 (0.2157) loss_rec_sfr: 0.2540 (0.2780) loss_cl: -0.2790 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [05:45:23.336321] Epoch: [339] [1080/2904] eta: 0:23:11 lr: 0.001593 loss: 0.1793 (0.1897) loss_rec_all: 0.2056 (0.2156) loss_rec_sfr: 0.2583 (0.2780) loss_cl: -0.2800 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [05:45:38.242722] Epoch: [339] [1100/2904] eta: 0:22:55 lr: 0.001593 loss: 0.1768 (0.1896) loss_rec_all: 0.2034 (0.2156) loss_rec_sfr: 0.2639 (0.2779) loss_cl: -0.2794 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [05:45:53.143764] Epoch: [339] [1120/2904] eta: 0:22:39 lr: 0.001593 loss: 0.1787 (0.1895) loss_rec_all: 0.2046 (0.2155) loss_rec_sfr: 0.2608 (0.2775) loss_cl: -0.2783 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [05:46:08.047826] Epoch: [339] [1140/2904] eta: 0:22:24 lr: 0.001592 loss: 0.1789 (0.1896) loss_rec_all: 0.2047 (0.2155) loss_rec_sfr: 0.2677 (0.2777) loss_cl: -0.2778 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [05:46:22.952608] Epoch: [339] [1160/2904] eta: 0:22:08 lr: 0.001592 loss: 0.1785 (0.1895) loss_rec_all: 0.2050 (0.2154) loss_rec_sfr: 0.2578 (0.2775) loss_cl: -0.2791 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [05:46:37.867235] Epoch: [339] [1180/2904] eta: 0:21:52 lr: 0.001592 loss: 0.1795 (0.1895) loss_rec_all: 0.2054 (0.2155) loss_rec_sfr: 0.2648 (0.2777) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [05:46:52.768158] Epoch: [339] [1200/2904] eta: 0:21:36 lr: 0.001592 loss: 0.1789 (0.1894) loss_rec_all: 0.2051 (0.2154) loss_rec_sfr: 0.2514 (0.2772) loss_cl: -0.2786 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [05:47:07.670978] Epoch: [339] [1220/2904] eta: 0:21:21 lr: 0.001592 loss: 0.1782 (0.1894) loss_rec_all: 0.2042 (0.2154) loss_rec_sfr: 0.2537 (0.2773) loss_cl: -0.2793 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [05:47:22.576615] Epoch: [339] [1240/2904] eta: 0:21:05 lr: 0.001592 loss: 0.1794 (0.1895) loss_rec_all: 0.2059 (0.2154) loss_rec_sfr: 0.2659 (0.2776) loss_cl: -0.2800 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [05:47:37.479828] Epoch: [339] [1260/2904] eta: 0:20:50 lr: 0.001592 loss: 0.1805 (0.1896) loss_rec_all: 0.2068 (0.2155) loss_rec_sfr: 0.2650 (0.2779) loss_cl: -0.2793 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [05:47:52.387498] Epoch: [339] [1280/2904] eta: 0:20:34 lr: 0.001592 loss: 0.1806 (0.1896) loss_rec_all: 0.2064 (0.2155) loss_rec_sfr: 0.2629 (0.2780) loss_cl: -0.2782 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [05:48:07.287341] Epoch: [339] [1300/2904] eta: 0:20:18 lr: 0.001592 loss: 0.1774 (0.1897) loss_rec_all: 0.2034 (0.2157) loss_rec_sfr: 0.2652 (0.2786) loss_cl: -0.2783 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [05:48:22.189984] Epoch: [339] [1320/2904] eta: 0:20:03 lr: 0.001592 loss: 0.1831 (0.1897) loss_rec_all: 0.2092 (0.2156) loss_rec_sfr: 0.2573 (0.2786) loss_cl: -0.2781 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [05:48:37.088549] Epoch: [339] [1340/2904] eta: 0:19:47 lr: 0.001592 loss: 0.1797 (0.1897) loss_rec_all: 0.2059 (0.2156) loss_rec_sfr: 0.2629 (0.2786) loss_cl: -0.2794 (-0.2788) time: 0.7449 data: 0.0002 max mem: 29860 [05:48:51.995925] Epoch: [339] [1360/2904] eta: 0:19:32 lr: 0.001592 loss: 0.1827 (0.1897) loss_rec_all: 0.2085 (0.2156) loss_rec_sfr: 0.2596 (0.2784) loss_cl: -0.2790 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [05:49:06.901482] Epoch: [339] [1380/2904] eta: 0:19:16 lr: 0.001592 loss: 0.1809 (0.1896) loss_rec_all: 0.2071 (0.2155) loss_rec_sfr: 0.2633 (0.2781) loss_cl: -0.2787 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [05:49:21.804691] Epoch: [339] [1400/2904] eta: 0:19:01 lr: 0.001592 loss: 0.1806 (0.1896) loss_rec_all: 0.2068 (0.2155) loss_rec_sfr: 0.2290 (0.2780) loss_cl: -0.2791 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [05:49:36.707228] Epoch: [339] [1420/2904] eta: 0:18:45 lr: 0.001592 loss: 0.1765 (0.1895) loss_rec_all: 0.2026 (0.2155) loss_rec_sfr: 0.2610 (0.2778) loss_cl: -0.2795 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [05:49:51.613931] Epoch: [339] [1440/2904] eta: 0:18:30 lr: 0.001592 loss: 0.1787 (0.1896) loss_rec_all: 0.2049 (0.2155) loss_rec_sfr: 0.2594 (0.2779) loss_cl: -0.2786 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [05:50:06.514838] Epoch: [339] [1460/2904] eta: 0:18:14 lr: 0.001592 loss: 0.1745 (0.1896) loss_rec_all: 0.2008 (0.2155) loss_rec_sfr: 0.2543 (0.2779) loss_cl: -0.2791 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [05:50:21.414895] Epoch: [339] [1480/2904] eta: 0:17:59 lr: 0.001592 loss: 0.1779 (0.1895) loss_rec_all: 0.2042 (0.2155) loss_rec_sfr: 0.2575 (0.2777) loss_cl: -0.2791 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [05:50:36.321879] Epoch: [339] [1500/2904] eta: 0:17:44 lr: 0.001592 loss: 0.1822 (0.1895) loss_rec_all: 0.2084 (0.2154) loss_rec_sfr: 0.2568 (0.2776) loss_cl: -0.2797 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [05:50:51.228131] Epoch: [339] [1520/2904] eta: 0:17:28 lr: 0.001592 loss: 0.1792 (0.1895) loss_rec_all: 0.2055 (0.2154) loss_rec_sfr: 0.2567 (0.2775) loss_cl: -0.2787 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [05:51:06.127441] Epoch: [339] [1540/2904] eta: 0:17:13 lr: 0.001592 loss: 0.1789 (0.1894) loss_rec_all: 0.2051 (0.2154) loss_rec_sfr: 0.2588 (0.2775) loss_cl: -0.2784 (-0.2788) time: 0.7449 data: 0.0002 max mem: 29860 [05:51:21.033651] Epoch: [339] [1560/2904] eta: 0:16:58 lr: 0.001592 loss: 0.1789 (0.1894) loss_rec_all: 0.2051 (0.2154) loss_rec_sfr: 0.2269 (0.2772) loss_cl: -0.2789 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [05:51:35.940500] Epoch: [339] [1580/2904] eta: 0:16:42 lr: 0.001592 loss: 0.1833 (0.1895) loss_rec_all: 0.2095 (0.2154) loss_rec_sfr: 0.2256 (0.2772) loss_cl: -0.2788 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [05:51:50.843835] Epoch: [339] [1600/2904] eta: 0:16:27 lr: 0.001592 loss: 0.1835 (0.1895) loss_rec_all: 0.2094 (0.2155) loss_rec_sfr: 0.2675 (0.2774) loss_cl: -0.2788 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [05:52:05.749285] Epoch: [339] [1620/2904] eta: 0:16:11 lr: 0.001592 loss: 0.1784 (0.1896) loss_rec_all: 0.2045 (0.2155) loss_rec_sfr: 0.2266 (0.2775) loss_cl: -0.2793 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [05:52:20.652685] Epoch: [339] [1640/2904] eta: 0:15:56 lr: 0.001592 loss: 0.1801 (0.1895) loss_rec_all: 0.2062 (0.2155) loss_rec_sfr: 0.2520 (0.2773) loss_cl: -0.2788 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [05:52:35.558528] Epoch: [339] [1660/2904] eta: 0:15:41 lr: 0.001592 loss: 0.1770 (0.1895) loss_rec_all: 0.2031 (0.2154) loss_rec_sfr: 0.2543 (0.2770) loss_cl: -0.2793 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [05:52:50.608500] Epoch: [339] [1680/2904] eta: 0:15:26 lr: 0.001592 loss: 0.1815 (0.1895) loss_rec_all: 0.2077 (0.2155) loss_rec_sfr: 0.2579 (0.2773) loss_cl: -0.2792 (-0.2788) time: 0.7525 data: 0.0002 max mem: 29860 [05:53:05.507289] Epoch: [339] [1700/2904] eta: 0:15:10 lr: 0.001592 loss: 0.1795 (0.1894) loss_rec_all: 0.2056 (0.2154) loss_rec_sfr: 0.2544 (0.2770) loss_cl: -0.2794 (-0.2788) time: 0.7449 data: 0.0002 max mem: 29860 [05:53:20.408128] Epoch: [339] [1720/2904] eta: 0:14:55 lr: 0.001592 loss: 0.1814 (0.1894) loss_rec_all: 0.2074 (0.2154) loss_rec_sfr: 0.2611 (0.2770) loss_cl: -0.2788 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [05:53:35.306085] Epoch: [339] [1740/2904] eta: 0:14:40 lr: 0.001592 loss: 0.1823 (0.1894) loss_rec_all: 0.2081 (0.2154) loss_rec_sfr: 0.2621 (0.2769) loss_cl: -0.2780 (-0.2788) time: 0.7449 data: 0.0002 max mem: 29860 [05:53:50.204198] Epoch: [339] [1760/2904] eta: 0:14:25 lr: 0.001591 loss: 0.1830 (0.1895) loss_rec_all: 0.2092 (0.2154) loss_rec_sfr: 0.2567 (0.2769) loss_cl: -0.2789 (-0.2788) time: 0.7449 data: 0.0002 max mem: 29860 [05:54:05.103192] Epoch: [339] [1780/2904] eta: 0:14:09 lr: 0.001591 loss: 0.1729 (0.1894) loss_rec_all: 0.1992 (0.2153) loss_rec_sfr: 0.2408 (0.2767) loss_cl: -0.2793 (-0.2788) time: 0.7449 data: 0.0002 max mem: 29860 [05:54:20.004058] Epoch: [339] [1800/2904] eta: 0:13:54 lr: 0.001591 loss: 0.1800 (0.1894) loss_rec_all: 0.2062 (0.2153) loss_rec_sfr: 0.2617 (0.2767) loss_cl: -0.2794 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [05:54:34.907820] Epoch: [339] [1820/2904] eta: 0:13:39 lr: 0.001591 loss: 0.1895 (0.1895) loss_rec_all: 0.2155 (0.2155) loss_rec_sfr: 0.2683 (0.2772) loss_cl: -0.2794 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [05:54:49.811197] Epoch: [339] [1840/2904] eta: 0:13:24 lr: 0.001591 loss: 0.1821 (0.1896) loss_rec_all: 0.2081 (0.2156) loss_rec_sfr: 0.2635 (0.2775) loss_cl: -0.2789 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [05:55:04.713237] Epoch: [339] [1860/2904] eta: 0:13:08 lr: 0.001591 loss: 0.1782 (0.1895) loss_rec_all: 0.2042 (0.2155) loss_rec_sfr: 0.2547 (0.2772) loss_cl: -0.2782 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [05:55:19.606506] Epoch: [339] [1880/2904] eta: 0:12:53 lr: 0.001591 loss: 0.1799 (0.1896) loss_rec_all: 0.2063 (0.2156) loss_rec_sfr: 0.2650 (0.2774) loss_cl: -0.2791 (-0.2788) time: 0.7446 data: 0.0002 max mem: 29860 [05:55:34.505058] Epoch: [339] [1900/2904] eta: 0:12:38 lr: 0.001591 loss: 0.1800 (0.1895) loss_rec_all: 0.2063 (0.2155) loss_rec_sfr: 0.2219 (0.2771) loss_cl: -0.2789 (-0.2788) time: 0.7449 data: 0.0002 max mem: 29860 [05:55:49.407883] Epoch: [339] [1920/2904] eta: 0:12:23 lr: 0.001591 loss: 0.1801 (0.1896) loss_rec_all: 0.2063 (0.2155) loss_rec_sfr: 0.2699 (0.2773) loss_cl: -0.2797 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [05:56:04.312930] Epoch: [339] [1940/2904] eta: 0:12:07 lr: 0.001591 loss: 0.1778 (0.1895) loss_rec_all: 0.2039 (0.2155) loss_rec_sfr: 0.2623 (0.2773) loss_cl: -0.2794 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [05:56:19.377039] Epoch: [339] [1960/2904] eta: 0:11:52 lr: 0.001591 loss: 0.1793 (0.1895) loss_rec_all: 0.2055 (0.2154) loss_rec_sfr: 0.2549 (0.2770) loss_cl: -0.2786 (-0.2789) time: 0.7532 data: 0.0002 max mem: 29860 [05:56:34.287090] Epoch: [339] [1980/2904] eta: 0:11:37 lr: 0.001591 loss: 0.1851 (0.1896) loss_rec_all: 0.2112 (0.2156) loss_rec_sfr: 0.2613 (0.2774) loss_cl: -0.2791 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [05:56:49.198917] Epoch: [339] [2000/2904] eta: 0:11:22 lr: 0.001591 loss: 0.1801 (0.1896) loss_rec_all: 0.2062 (0.2156) loss_rec_sfr: 0.2645 (0.2775) loss_cl: -0.2789 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [05:57:04.108532] Epoch: [339] [2020/2904] eta: 0:11:07 lr: 0.001591 loss: 0.1755 (0.1895) loss_rec_all: 0.2014 (0.2155) loss_rec_sfr: 0.2569 (0.2773) loss_cl: -0.2792 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [05:57:19.020963] Epoch: [339] [2040/2904] eta: 0:10:52 lr: 0.001591 loss: 0.1802 (0.1895) loss_rec_all: 0.2065 (0.2155) loss_rec_sfr: 0.2482 (0.2772) loss_cl: -0.2797 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [05:57:33.922979] Epoch: [339] [2060/2904] eta: 0:10:36 lr: 0.001591 loss: 0.1820 (0.1895) loss_rec_all: 0.2079 (0.2155) loss_rec_sfr: 0.2719 (0.2773) loss_cl: -0.2782 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [05:57:48.835052] Epoch: [339] [2080/2904] eta: 0:10:21 lr: 0.001591 loss: 0.1783 (0.1895) loss_rec_all: 0.2042 (0.2155) loss_rec_sfr: 0.2553 (0.2773) loss_cl: -0.2783 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [05:58:03.753009] Epoch: [339] [2100/2904] eta: 0:10:06 lr: 0.001591 loss: 0.1834 (0.1896) loss_rec_all: 0.2095 (0.2156) loss_rec_sfr: 0.2633 (0.2776) loss_cl: -0.2797 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [05:58:18.663663] Epoch: [339] [2120/2904] eta: 0:09:51 lr: 0.001591 loss: 0.1869 (0.1897) loss_rec_all: 0.2133 (0.2157) loss_rec_sfr: 0.2564 (0.2778) loss_cl: -0.2799 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [05:58:33.569472] Epoch: [339] [2140/2904] eta: 0:09:36 lr: 0.001591 loss: 0.1764 (0.1898) loss_rec_all: 0.2027 (0.2157) loss_rec_sfr: 0.2604 (0.2780) loss_cl: -0.2791 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [05:58:48.478151] Epoch: [339] [2160/2904] eta: 0:09:21 lr: 0.001591 loss: 0.1807 (0.1898) loss_rec_all: 0.2066 (0.2157) loss_rec_sfr: 0.2600 (0.2780) loss_cl: -0.2795 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [05:59:03.391346] Epoch: [339] [2180/2904] eta: 0:09:05 lr: 0.001591 loss: 0.1792 (0.1898) loss_rec_all: 0.2050 (0.2157) loss_rec_sfr: 0.2570 (0.2779) loss_cl: -0.2790 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [05:59:18.298730] Epoch: [339] [2200/2904] eta: 0:08:50 lr: 0.001591 loss: 0.1773 (0.1898) loss_rec_all: 0.2034 (0.2157) loss_rec_sfr: 0.2688 (0.2781) loss_cl: -0.2795 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [05:59:33.202372] Epoch: [339] [2220/2904] eta: 0:08:35 lr: 0.001591 loss: 0.1823 (0.1898) loss_rec_all: 0.2085 (0.2158) loss_rec_sfr: 0.2628 (0.2782) loss_cl: -0.2793 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [05:59:48.106046] Epoch: [339] [2240/2904] eta: 0:08:20 lr: 0.001591 loss: 0.1793 (0.1898) loss_rec_all: 0.2050 (0.2157) loss_rec_sfr: 0.2586 (0.2780) loss_cl: -0.2785 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [06:00:03.009779] Epoch: [339] [2260/2904] eta: 0:08:05 lr: 0.001591 loss: 0.1759 (0.1897) loss_rec_all: 0.2018 (0.2157) loss_rec_sfr: 0.2556 (0.2780) loss_cl: -0.2785 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [06:00:17.919511] Epoch: [339] [2280/2904] eta: 0:07:50 lr: 0.001591 loss: 0.1777 (0.1897) loss_rec_all: 0.2041 (0.2156) loss_rec_sfr: 0.2598 (0.2778) loss_cl: -0.2787 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [06:00:32.808929] Epoch: [339] [2300/2904] eta: 0:07:35 lr: 0.001591 loss: 0.1787 (0.1896) loss_rec_all: 0.2047 (0.2156) loss_rec_sfr: 0.2526 (0.2776) loss_cl: -0.2781 (-0.2789) time: 0.7444 data: 0.0002 max mem: 29860 [06:00:47.719120] Epoch: [339] [2320/2904] eta: 0:07:20 lr: 0.001591 loss: 0.1782 (0.1896) loss_rec_all: 0.2041 (0.2155) loss_rec_sfr: 0.2560 (0.2776) loss_cl: -0.2786 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [06:01:02.623813] Epoch: [339] [2340/2904] eta: 0:07:04 lr: 0.001591 loss: 0.1771 (0.1896) loss_rec_all: 0.2030 (0.2155) loss_rec_sfr: 0.2344 (0.2774) loss_cl: -0.2791 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [06:01:17.529784] Epoch: [339] [2360/2904] eta: 0:06:49 lr: 0.001591 loss: 0.1767 (0.1895) loss_rec_all: 0.2027 (0.2155) loss_rec_sfr: 0.2526 (0.2773) loss_cl: -0.2793 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [06:01:32.432849] Epoch: [339] [2380/2904] eta: 0:06:34 lr: 0.001590 loss: 0.1776 (0.1895) loss_rec_all: 0.2038 (0.2154) loss_rec_sfr: 0.2529 (0.2773) loss_cl: -0.2799 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [06:01:47.337630] Epoch: [339] [2400/2904] eta: 0:06:19 lr: 0.001590 loss: 0.1808 (0.1894) loss_rec_all: 0.2068 (0.2154) loss_rec_sfr: 0.2579 (0.2771) loss_cl: -0.2794 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [06:02:02.242315] Epoch: [339] [2420/2904] eta: 0:06:04 lr: 0.001590 loss: 0.1794 (0.1895) loss_rec_all: 0.2058 (0.2154) loss_rec_sfr: 0.2574 (0.2771) loss_cl: -0.2782 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [06:02:17.144400] Epoch: [339] [2440/2904] eta: 0:05:49 lr: 0.001590 loss: 0.1839 (0.1895) loss_rec_all: 0.2102 (0.2154) loss_rec_sfr: 0.2551 (0.2772) loss_cl: -0.2790 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [06:02:32.051289] Epoch: [339] [2460/2904] eta: 0:05:34 lr: 0.001590 loss: 0.1787 (0.1894) loss_rec_all: 0.2048 (0.2154) loss_rec_sfr: 0.2611 (0.2770) loss_cl: -0.2797 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [06:02:46.957913] Epoch: [339] [2480/2904] eta: 0:05:19 lr: 0.001590 loss: 0.1799 (0.1894) loss_rec_all: 0.2062 (0.2154) loss_rec_sfr: 0.2578 (0.2770) loss_cl: -0.2796 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [06:03:01.859112] Epoch: [339] [2500/2904] eta: 0:05:04 lr: 0.001590 loss: 0.1810 (0.1895) loss_rec_all: 0.2070 (0.2154) loss_rec_sfr: 0.2595 (0.2771) loss_cl: -0.2786 (-0.2789) time: 0.7450 data: 0.0002 max mem: 29860 [06:03:16.767815] Epoch: [339] [2520/2904] eta: 0:04:49 lr: 0.001590 loss: 0.1796 (0.1894) loss_rec_all: 0.2057 (0.2154) loss_rec_sfr: 0.2554 (0.2770) loss_cl: -0.2791 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [06:03:31.674953] Epoch: [339] [2540/2904] eta: 0:04:34 lr: 0.001590 loss: 0.1825 (0.1894) loss_rec_all: 0.2087 (0.2154) loss_rec_sfr: 0.2526 (0.2769) loss_cl: -0.2787 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [06:03:46.577983] Epoch: [339] [2560/2904] eta: 0:04:18 lr: 0.001590 loss: 0.1768 (0.1894) loss_rec_all: 0.2032 (0.2154) loss_rec_sfr: 0.2607 (0.2769) loss_cl: -0.2788 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [06:04:01.488572] Epoch: [339] [2580/2904] eta: 0:04:03 lr: 0.001590 loss: 0.1780 (0.1894) loss_rec_all: 0.2042 (0.2154) loss_rec_sfr: 0.2648 (0.2770) loss_cl: -0.2786 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [06:04:16.398406] Epoch: [339] [2600/2904] eta: 0:03:48 lr: 0.001590 loss: 0.1751 (0.1894) loss_rec_all: 0.2014 (0.2153) loss_rec_sfr: 0.2524 (0.2768) loss_cl: -0.2784 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [06:04:31.299954] Epoch: [339] [2620/2904] eta: 0:03:33 lr: 0.001590 loss: 0.1805 (0.1894) loss_rec_all: 0.2068 (0.2153) loss_rec_sfr: 0.2660 (0.2769) loss_cl: -0.2787 (-0.2789) time: 0.7450 data: 0.0002 max mem: 29860 [06:04:46.206270] Epoch: [339] [2640/2904] eta: 0:03:18 lr: 0.001590 loss: 0.1788 (0.1893) loss_rec_all: 0.2047 (0.2153) loss_rec_sfr: 0.2514 (0.2767) loss_cl: -0.2782 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [06:05:01.113168] Epoch: [339] [2660/2904] eta: 0:03:03 lr: 0.001590 loss: 0.1763 (0.1893) loss_rec_all: 0.2023 (0.2152) loss_rec_sfr: 0.2609 (0.2765) loss_cl: -0.2801 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [06:05:16.018221] Epoch: [339] [2680/2904] eta: 0:02:48 lr: 0.001590 loss: 0.1795 (0.1893) loss_rec_all: 0.2055 (0.2152) loss_rec_sfr: 0.2732 (0.2767) loss_cl: -0.2803 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [06:05:30.928259] Epoch: [339] [2700/2904] eta: 0:02:33 lr: 0.001590 loss: 0.1792 (0.1893) loss_rec_all: 0.2058 (0.2153) loss_rec_sfr: 0.2599 (0.2768) loss_cl: -0.2787 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [06:05:45.835116] Epoch: [339] [2720/2904] eta: 0:02:18 lr: 0.001590 loss: 0.1801 (0.1894) loss_rec_all: 0.2059 (0.2153) loss_rec_sfr: 0.2632 (0.2769) loss_cl: -0.2784 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [06:06:00.740387] Epoch: [339] [2740/2904] eta: 0:02:03 lr: 0.001590 loss: 0.1773 (0.1894) loss_rec_all: 0.2031 (0.2153) loss_rec_sfr: 0.2572 (0.2769) loss_cl: -0.2789 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [06:06:15.640824] Epoch: [339] [2760/2904] eta: 0:01:48 lr: 0.001590 loss: 0.1796 (0.1894) loss_rec_all: 0.2059 (0.2153) loss_rec_sfr: 0.2517 (0.2770) loss_cl: -0.2786 (-0.2789) time: 0.7450 data: 0.0002 max mem: 29860 [06:06:30.552546] Epoch: [339] [2780/2904] eta: 0:01:33 lr: 0.001590 loss: 0.1799 (0.1894) loss_rec_all: 0.2065 (0.2153) loss_rec_sfr: 0.2566 (0.2769) loss_cl: -0.2788 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [06:06:45.462504] Epoch: [339] [2800/2904] eta: 0:01:18 lr: 0.001590 loss: 0.1758 (0.1894) loss_rec_all: 0.2016 (0.2153) loss_rec_sfr: 0.2674 (0.2770) loss_cl: -0.2786 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [06:07:00.367348] Epoch: [339] [2820/2904] eta: 0:01:03 lr: 0.001590 loss: 0.1840 (0.1894) loss_rec_all: 0.2100 (0.2154) loss_rec_sfr: 0.2717 (0.2772) loss_cl: -0.2784 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [06:07:15.295020] Epoch: [339] [2840/2904] eta: 0:00:48 lr: 0.001590 loss: 0.1778 (0.1894) loss_rec_all: 0.2038 (0.2153) loss_rec_sfr: 0.2540 (0.2770) loss_cl: -0.2784 (-0.2789) time: 0.7463 data: 0.0023 max mem: 29860 [06:07:30.176362] Epoch: [339] [2860/2904] eta: 0:00:33 lr: 0.001590 loss: 0.1769 (0.1893) loss_rec_all: 0.2031 (0.2153) loss_rec_sfr: 0.2213 (0.2768) loss_cl: -0.2793 (-0.2789) time: 0.7440 data: 0.0001 max mem: 29860 [06:07:45.061278] Epoch: [339] [2880/2904] eta: 0:00:18 lr: 0.001590 loss: 0.1785 (0.1893) loss_rec_all: 0.2049 (0.2152) loss_rec_sfr: 0.2240 (0.2766) loss_cl: -0.2795 (-0.2789) time: 0.7442 data: 0.0001 max mem: 29860 [06:07:59.951353] Epoch: [339] [2900/2904] eta: 0:00:03 lr: 0.001590 loss: 0.1786 (0.1893) loss_rec_all: 0.2046 (0.2153) loss_rec_sfr: 0.2595 (0.2767) loss_cl: -0.2793 (-0.2789) time: 0.7445 data: 0.0001 max mem: 29860 [06:08:02.192197] Epoch: [339] [2903/2904] eta: 0:00:00 lr: 0.001590 loss: 0.1786 (0.1893) loss_rec_all: 0.2046 (0.2153) loss_rec_sfr: 0.2595 (0.2767) loss_cl: -0.2790 (-0.2789) time: 0.7444 data: 0.0001 max mem: 29860 [06:08:04.330331] Epoch: [339] Total time: 0:36:25 (0.7527 s / it) [06:08:04.331191] Averaged stats: lr: 0.001590 loss: 0.1786 (0.1916) loss_rec_all: 0.2046 (0.2153) loss_rec_sfr: 0.2595 (0.2763) loss_cl: -0.2790 (-0.2556) [06:08:04.335932] log_dir: ./checkpoint/VF2_ViT-B [06:08:21.724429] Epoch: [340] [ 0/2904] eta: 14:01:33 lr: 0.001590 loss: 0.1754 (0.1754) loss_rec_all: 0.2021 (0.2021) loss_rec_sfr: 0.1756 (0.1756) loss_cl: -0.2794 (-0.2794) time: 17.3875 data: 16.1227 max mem: 29860 [06:08:36.840227] Epoch: [340] [ 20/2904] eta: 1:14:23 lr: 0.001590 loss: 0.1781 (0.1890) loss_rec_all: 0.2041 (0.2150) loss_rec_sfr: 0.2491 (0.2745) loss_cl: -0.2790 (-0.2786) time: 0.7558 data: 0.0125 max mem: 29860 [06:08:51.708113] Epoch: [340] [ 40/2904] eta: 0:55:08 lr: 0.001590 loss: 0.1746 (0.1855) loss_rec_all: 0.2011 (0.2116) loss_rec_sfr: 0.2128 (0.2561) loss_cl: -0.2793 (-0.2788) time: 0.7434 data: 0.0002 max mem: 29860 [06:09:06.584244] Epoch: [340] [ 60/2904] eta: 0:48:22 lr: 0.001590 loss: 0.1784 (0.1861) loss_rec_all: 0.2049 (0.2122) loss_rec_sfr: 0.2561 (0.2628) loss_cl: -0.2789 (-0.2789) time: 0.7438 data: 0.0002 max mem: 29860 [06:09:21.466588] Epoch: [340] [ 80/2904] eta: 0:44:48 lr: 0.001590 loss: 0.1761 (0.1868) loss_rec_all: 0.2021 (0.2128) loss_rec_sfr: 0.2605 (0.2686) loss_cl: -0.2787 (-0.2788) time: 0.7441 data: 0.0002 max mem: 29860 [06:09:36.359393] Epoch: [340] [ 100/2904] eta: 0:42:34 lr: 0.001589 loss: 0.1790 (0.1870) loss_rec_all: 0.2054 (0.2131) loss_rec_sfr: 0.2269 (0.2679) loss_cl: -0.2792 (-0.2789) time: 0.7446 data: 0.0002 max mem: 29860 [06:09:51.260702] Epoch: [340] [ 120/2904] eta: 0:41:00 lr: 0.001589 loss: 0.1784 (0.1869) loss_rec_all: 0.2047 (0.2129) loss_rec_sfr: 0.2562 (0.2679) loss_cl: -0.2785 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [06:10:06.172455] Epoch: [340] [ 140/2904] eta: 0:39:48 lr: 0.001589 loss: 0.1825 (0.1882) loss_rec_all: 0.2084 (0.2142) loss_rec_sfr: 0.2633 (0.2713) loss_cl: -0.2794 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [06:10:21.097725] Epoch: [340] [ 160/2904] eta: 0:38:50 lr: 0.001589 loss: 0.1791 (0.1894) loss_rec_all: 0.2051 (0.2153) loss_rec_sfr: 0.2692 (0.2760) loss_cl: -0.2784 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [06:10:36.007565] Epoch: [340] [ 180/2904] eta: 0:38:02 lr: 0.001589 loss: 0.1812 (0.1894) loss_rec_all: 0.2076 (0.2153) loss_rec_sfr: 0.2529 (0.2756) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [06:10:50.920817] Epoch: [340] [ 200/2904] eta: 0:37:20 lr: 0.001589 loss: 0.1796 (0.1891) loss_rec_all: 0.2055 (0.2151) loss_rec_sfr: 0.2603 (0.2747) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [06:11:05.833137] Epoch: [340] [ 220/2904] eta: 0:36:44 lr: 0.001589 loss: 0.1812 (0.1889) loss_rec_all: 0.2072 (0.2148) loss_rec_sfr: 0.2577 (0.2737) loss_cl: -0.2784 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [06:11:20.744738] Epoch: [340] [ 240/2904] eta: 0:36:10 lr: 0.001589 loss: 0.1756 (0.1883) loss_rec_all: 0.2020 (0.2143) loss_rec_sfr: 0.2190 (0.2717) loss_cl: -0.2793 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [06:11:35.661104] Epoch: [340] [ 260/2904] eta: 0:35:40 lr: 0.001589 loss: 0.1787 (0.1884) loss_rec_all: 0.2049 (0.2144) loss_rec_sfr: 0.2611 (0.2720) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [06:11:50.591609] Epoch: [340] [ 280/2904] eta: 0:35:12 lr: 0.001589 loss: 0.1769 (0.1884) loss_rec_all: 0.2032 (0.2143) loss_rec_sfr: 0.2528 (0.2721) loss_cl: -0.2786 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [06:12:05.496267] Epoch: [340] [ 300/2904] eta: 0:34:46 lr: 0.001589 loss: 0.1789 (0.1888) loss_rec_all: 0.2054 (0.2147) loss_rec_sfr: 0.2627 (0.2742) loss_cl: -0.2793 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [06:12:20.403338] Epoch: [340] [ 320/2904] eta: 0:34:21 lr: 0.001589 loss: 0.1822 (0.1889) loss_rec_all: 0.2085 (0.2148) loss_rec_sfr: 0.2622 (0.2751) loss_cl: -0.2794 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [06:12:35.308962] Epoch: [340] [ 340/2904] eta: 0:33:57 lr: 0.001589 loss: 0.1809 (0.1889) loss_rec_all: 0.2069 (0.2149) loss_rec_sfr: 0.2567 (0.2752) loss_cl: -0.2787 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [06:12:50.231195] Epoch: [340] [ 360/2904] eta: 0:33:34 lr: 0.001589 loss: 0.1801 (0.1888) loss_rec_all: 0.2063 (0.2148) loss_rec_sfr: 0.2603 (0.2747) loss_cl: -0.2784 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [06:13:05.143894] Epoch: [340] [ 380/2904] eta: 0:33:12 lr: 0.001589 loss: 0.1775 (0.1886) loss_rec_all: 0.2033 (0.2146) loss_rec_sfr: 0.2669 (0.2747) loss_cl: -0.2793 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [06:13:20.055046] Epoch: [340] [ 400/2904] eta: 0:32:51 lr: 0.001589 loss: 0.1785 (0.1884) loss_rec_all: 0.2047 (0.2143) loss_rec_sfr: 0.2266 (0.2733) loss_cl: -0.2787 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [06:13:34.973214] Epoch: [340] [ 420/2904] eta: 0:32:30 lr: 0.001589 loss: 0.1790 (0.1885) loss_rec_all: 0.2052 (0.2145) loss_rec_sfr: 0.2517 (0.2737) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [06:13:49.887006] Epoch: [340] [ 440/2904] eta: 0:32:10 lr: 0.001589 loss: 0.1756 (0.1883) loss_rec_all: 0.2020 (0.2143) loss_rec_sfr: 0.2520 (0.2734) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [06:14:04.803352] Epoch: [340] [ 460/2904] eta: 0:31:50 lr: 0.001589 loss: 0.1765 (0.1882) loss_rec_all: 0.2026 (0.2142) loss_rec_sfr: 0.2586 (0.2730) loss_cl: -0.2783 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [06:14:19.721497] Epoch: [340] [ 480/2904] eta: 0:31:31 lr: 0.001589 loss: 0.1800 (0.1885) loss_rec_all: 0.2064 (0.2144) loss_rec_sfr: 0.2636 (0.2743) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [06:14:34.632821] Epoch: [340] [ 500/2904] eta: 0:31:12 lr: 0.001589 loss: 0.1805 (0.1886) loss_rec_all: 0.2065 (0.2146) loss_rec_sfr: 0.2628 (0.2749) loss_cl: -0.2799 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [06:14:49.541830] Epoch: [340] [ 520/2904] eta: 0:30:54 lr: 0.001589 loss: 0.1789 (0.1887) loss_rec_all: 0.2050 (0.2146) loss_rec_sfr: 0.2524 (0.2751) loss_cl: -0.2788 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [06:15:04.448165] Epoch: [340] [ 540/2904] eta: 0:30:35 lr: 0.001589 loss: 0.1766 (0.1885) loss_rec_all: 0.2026 (0.2144) loss_rec_sfr: 0.2558 (0.2744) loss_cl: -0.2782 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [06:15:19.360527] Epoch: [340] [ 560/2904] eta: 0:30:17 lr: 0.001589 loss: 0.1800 (0.1883) loss_rec_all: 0.2062 (0.2143) loss_rec_sfr: 0.2591 (0.2740) loss_cl: -0.2780 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [06:15:34.277665] Epoch: [340] [ 580/2904] eta: 0:29:59 lr: 0.001589 loss: 0.1805 (0.1884) loss_rec_all: 0.2065 (0.2144) loss_rec_sfr: 0.2574 (0.2742) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [06:15:49.186503] Epoch: [340] [ 600/2904] eta: 0:29:41 lr: 0.001589 loss: 0.1851 (0.1887) loss_rec_all: 0.2117 (0.2147) loss_rec_sfr: 0.2585 (0.2753) loss_cl: -0.2794 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [06:16:04.095437] Epoch: [340] [ 620/2904] eta: 0:29:24 lr: 0.001589 loss: 0.1830 (0.1889) loss_rec_all: 0.2094 (0.2148) loss_rec_sfr: 0.2555 (0.2756) loss_cl: -0.2795 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [06:16:19.001056] Epoch: [340] [ 640/2904] eta: 0:29:07 lr: 0.001589 loss: 0.1773 (0.1890) loss_rec_all: 0.2037 (0.2150) loss_rec_sfr: 0.2603 (0.2761) loss_cl: -0.2795 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [06:16:33.909954] Epoch: [340] [ 660/2904] eta: 0:28:49 lr: 0.001589 loss: 0.1766 (0.1888) loss_rec_all: 0.2024 (0.2147) loss_rec_sfr: 0.2608 (0.2755) loss_cl: -0.2786 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [06:16:48.822885] Epoch: [340] [ 680/2904] eta: 0:28:32 lr: 0.001589 loss: 0.1779 (0.1889) loss_rec_all: 0.2038 (0.2148) loss_rec_sfr: 0.2579 (0.2758) loss_cl: -0.2784 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [06:17:03.735830] Epoch: [340] [ 700/2904] eta: 0:28:15 lr: 0.001589 loss: 0.1851 (0.1890) loss_rec_all: 0.2109 (0.2150) loss_rec_sfr: 0.2662 (0.2763) loss_cl: -0.2784 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [06:17:18.644558] Epoch: [340] [ 720/2904] eta: 0:27:58 lr: 0.001588 loss: 0.1806 (0.1892) loss_rec_all: 0.2070 (0.2151) loss_rec_sfr: 0.2616 (0.2770) loss_cl: -0.2794 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [06:17:33.563309] Epoch: [340] [ 740/2904] eta: 0:27:42 lr: 0.001588 loss: 0.1787 (0.1893) loss_rec_all: 0.2050 (0.2152) loss_rec_sfr: 0.2587 (0.2776) loss_cl: -0.2793 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [06:17:48.478758] Epoch: [340] [ 760/2904] eta: 0:27:25 lr: 0.001588 loss: 0.1795 (0.1892) loss_rec_all: 0.2055 (0.2151) loss_rec_sfr: 0.2635 (0.2773) loss_cl: -0.2780 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [06:18:03.393902] Epoch: [340] [ 780/2904] eta: 0:27:09 lr: 0.001588 loss: 0.1762 (0.1890) loss_rec_all: 0.2023 (0.2149) loss_rec_sfr: 0.2596 (0.2768) loss_cl: -0.2787 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [06:18:18.305444] Epoch: [340] [ 800/2904] eta: 0:26:52 lr: 0.001588 loss: 0.1756 (0.1888) loss_rec_all: 0.2015 (0.2148) loss_rec_sfr: 0.2562 (0.2764) loss_cl: -0.2787 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [06:18:33.215273] Epoch: [340] [ 820/2904] eta: 0:26:36 lr: 0.001588 loss: 0.1821 (0.1888) loss_rec_all: 0.2082 (0.2148) loss_rec_sfr: 0.2594 (0.2764) loss_cl: -0.2789 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [06:18:48.126996] Epoch: [340] [ 840/2904] eta: 0:26:19 lr: 0.001588 loss: 0.1796 (0.1889) loss_rec_all: 0.2058 (0.2148) loss_rec_sfr: 0.2613 (0.2765) loss_cl: -0.2796 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [06:19:03.042014] Epoch: [340] [ 860/2904] eta: 0:26:03 lr: 0.001588 loss: 0.1775 (0.1890) loss_rec_all: 0.2042 (0.2149) loss_rec_sfr: 0.2580 (0.2768) loss_cl: -0.2800 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [06:19:17.953579] Epoch: [340] [ 880/2904] eta: 0:25:47 lr: 0.001588 loss: 0.1782 (0.1888) loss_rec_all: 0.2046 (0.2148) loss_rec_sfr: 0.2583 (0.2764) loss_cl: -0.2790 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [06:19:32.869708] Epoch: [340] [ 900/2904] eta: 0:25:31 lr: 0.001588 loss: 0.1793 (0.1889) loss_rec_all: 0.2059 (0.2148) loss_rec_sfr: 0.2547 (0.2764) loss_cl: -0.2792 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [06:19:47.784009] Epoch: [340] [ 920/2904] eta: 0:25:15 lr: 0.001588 loss: 0.1812 (0.1888) loss_rec_all: 0.2074 (0.2148) loss_rec_sfr: 0.2582 (0.2762) loss_cl: -0.2796 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [06:20:02.698108] Epoch: [340] [ 940/2904] eta: 0:24:59 lr: 0.001588 loss: 0.1807 (0.1889) loss_rec_all: 0.2066 (0.2148) loss_rec_sfr: 0.2584 (0.2762) loss_cl: -0.2787 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [06:20:17.610541] Epoch: [340] [ 960/2904] eta: 0:24:43 lr: 0.001588 loss: 0.1790 (0.1889) loss_rec_all: 0.2050 (0.2148) loss_rec_sfr: 0.2581 (0.2762) loss_cl: -0.2782 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [06:20:32.522596] Epoch: [340] [ 980/2904] eta: 0:24:27 lr: 0.001588 loss: 0.1794 (0.1888) loss_rec_all: 0.2057 (0.2147) loss_rec_sfr: 0.2586 (0.2758) loss_cl: -0.2793 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [06:20:47.437856] Epoch: [340] [1000/2904] eta: 0:24:11 lr: 0.001588 loss: 0.1785 (0.1888) loss_rec_all: 0.2045 (0.2147) loss_rec_sfr: 0.2605 (0.2759) loss_cl: -0.2794 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [06:21:02.348095] Epoch: [340] [1020/2904] eta: 0:23:55 lr: 0.001588 loss: 0.1781 (0.1887) loss_rec_all: 0.2049 (0.2147) loss_rec_sfr: 0.2573 (0.2758) loss_cl: -0.2791 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [06:21:17.260160] Epoch: [340] [1040/2904] eta: 0:23:39 lr: 0.001588 loss: 0.1787 (0.1887) loss_rec_all: 0.2048 (0.2147) loss_rec_sfr: 0.2570 (0.2758) loss_cl: -0.2780 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [06:21:32.173919] Epoch: [340] [1060/2904] eta: 0:23:23 lr: 0.001588 loss: 0.1779 (0.1887) loss_rec_all: 0.2044 (0.2147) loss_rec_sfr: 0.2515 (0.2756) loss_cl: -0.2792 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [06:21:47.084538] Epoch: [340] [1080/2904] eta: 0:23:08 lr: 0.001588 loss: 0.1800 (0.1887) loss_rec_all: 0.2063 (0.2147) loss_rec_sfr: 0.2549 (0.2755) loss_cl: -0.2795 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [06:22:01.990939] Epoch: [340] [1100/2904] eta: 0:22:52 lr: 0.001588 loss: 0.1773 (0.1887) loss_rec_all: 0.2033 (0.2146) loss_rec_sfr: 0.2523 (0.2752) loss_cl: -0.2789 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [06:22:16.899317] Epoch: [340] [1120/2904] eta: 0:22:36 lr: 0.001588 loss: 0.1776 (0.1887) loss_rec_all: 0.2042 (0.2146) loss_rec_sfr: 0.2228 (0.2749) loss_cl: -0.2795 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [06:22:31.816577] Epoch: [340] [1140/2904] eta: 0:22:21 lr: 0.001588 loss: 0.1907 (0.1890) loss_rec_all: 0.2168 (0.2149) loss_rec_sfr: 0.2754 (0.2759) loss_cl: -0.2783 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [06:22:46.734953] Epoch: [340] [1160/2904] eta: 0:22:05 lr: 0.001588 loss: 0.1810 (0.1891) loss_rec_all: 0.2070 (0.2151) loss_rec_sfr: 0.2633 (0.2765) loss_cl: -0.2787 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [06:23:01.650322] Epoch: [340] [1180/2904] eta: 0:21:49 lr: 0.001588 loss: 0.1813 (0.1892) loss_rec_all: 0.2079 (0.2151) loss_rec_sfr: 0.2617 (0.2765) loss_cl: -0.2788 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [06:23:16.567949] Epoch: [340] [1200/2904] eta: 0:21:34 lr: 0.001588 loss: 0.1792 (0.1892) loss_rec_all: 0.2051 (0.2151) loss_rec_sfr: 0.2544 (0.2765) loss_cl: -0.2789 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [06:23:31.478414] Epoch: [340] [1220/2904] eta: 0:21:18 lr: 0.001588 loss: 0.1758 (0.1891) loss_rec_all: 0.2023 (0.2150) loss_rec_sfr: 0.2551 (0.2762) loss_cl: -0.2781 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [06:23:46.386759] Epoch: [340] [1240/2904] eta: 0:21:03 lr: 0.001588 loss: 0.1793 (0.1890) loss_rec_all: 0.2052 (0.2149) loss_rec_sfr: 0.2569 (0.2759) loss_cl: -0.2788 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [06:24:01.297067] Epoch: [340] [1260/2904] eta: 0:20:47 lr: 0.001588 loss: 0.1813 (0.1892) loss_rec_all: 0.2070 (0.2151) loss_rec_sfr: 0.2814 (0.2767) loss_cl: -0.2795 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [06:24:16.217205] Epoch: [340] [1280/2904] eta: 0:20:32 lr: 0.001588 loss: 0.1769 (0.1891) loss_rec_all: 0.2033 (0.2151) loss_rec_sfr: 0.2603 (0.2767) loss_cl: -0.2798 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [06:24:31.127775] Epoch: [340] [1300/2904] eta: 0:20:16 lr: 0.001588 loss: 0.1809 (0.1891) loss_rec_all: 0.2072 (0.2150) loss_rec_sfr: 0.2599 (0.2765) loss_cl: -0.2794 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [06:24:46.041780] Epoch: [340] [1320/2904] eta: 0:20:01 lr: 0.001588 loss: 0.1812 (0.1891) loss_rec_all: 0.2072 (0.2151) loss_rec_sfr: 0.2620 (0.2766) loss_cl: -0.2785 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [06:25:00.953250] Epoch: [340] [1340/2904] eta: 0:19:45 lr: 0.001587 loss: 0.1850 (0.1892) loss_rec_all: 0.2113 (0.2151) loss_rec_sfr: 0.2615 (0.2768) loss_cl: -0.2784 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [06:25:15.868341] Epoch: [340] [1360/2904] eta: 0:19:30 lr: 0.001587 loss: 0.1789 (0.1891) loss_rec_all: 0.2050 (0.2151) loss_rec_sfr: 0.2575 (0.2767) loss_cl: -0.2793 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [06:25:30.775869] Epoch: [340] [1380/2904] eta: 0:19:14 lr: 0.001587 loss: 0.1780 (0.1891) loss_rec_all: 0.2042 (0.2151) loss_rec_sfr: 0.2307 (0.2766) loss_cl: -0.2794 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [06:25:45.684467] Epoch: [340] [1400/2904] eta: 0:18:59 lr: 0.001587 loss: 0.1801 (0.1892) loss_rec_all: 0.2061 (0.2151) loss_rec_sfr: 0.2534 (0.2767) loss_cl: -0.2786 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [06:26:00.594107] Epoch: [340] [1420/2904] eta: 0:18:43 lr: 0.001587 loss: 0.1752 (0.1891) loss_rec_all: 0.2014 (0.2151) loss_rec_sfr: 0.2617 (0.2767) loss_cl: -0.2787 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [06:26:15.500853] Epoch: [340] [1440/2904] eta: 0:18:28 lr: 0.001587 loss: 0.1793 (0.1892) loss_rec_all: 0.2054 (0.2152) loss_rec_sfr: 0.2571 (0.2769) loss_cl: -0.2789 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [06:26:30.409536] Epoch: [340] [1460/2904] eta: 0:18:13 lr: 0.001587 loss: 0.1781 (0.1892) loss_rec_all: 0.2041 (0.2151) loss_rec_sfr: 0.2573 (0.2766) loss_cl: -0.2790 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [06:26:45.319745] Epoch: [340] [1480/2904] eta: 0:17:57 lr: 0.001587 loss: 0.1851 (0.1893) loss_rec_all: 0.2115 (0.2152) loss_rec_sfr: 0.2632 (0.2770) loss_cl: -0.2787 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [06:27:00.234096] Epoch: [340] [1500/2904] eta: 0:17:42 lr: 0.001587 loss: 0.1793 (0.1892) loss_rec_all: 0.2057 (0.2152) loss_rec_sfr: 0.2246 (0.2767) loss_cl: -0.2786 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [06:27:15.142833] Epoch: [340] [1520/2904] eta: 0:17:27 lr: 0.001587 loss: 0.1779 (0.1892) loss_rec_all: 0.2039 (0.2152) loss_rec_sfr: 0.2635 (0.2767) loss_cl: -0.2796 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [06:27:30.056707] Epoch: [340] [1540/2904] eta: 0:17:11 lr: 0.001587 loss: 0.1765 (0.1892) loss_rec_all: 0.2031 (0.2152) loss_rec_sfr: 0.2092 (0.2765) loss_cl: -0.2794 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [06:27:44.968008] Epoch: [340] [1560/2904] eta: 0:16:56 lr: 0.001587 loss: 0.1796 (0.1892) loss_rec_all: 0.2056 (0.2151) loss_rec_sfr: 0.2570 (0.2764) loss_cl: -0.2788 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [06:27:59.886960] Epoch: [340] [1580/2904] eta: 0:16:41 lr: 0.001587 loss: 0.1831 (0.1894) loss_rec_all: 0.2092 (0.2153) loss_rec_sfr: 0.2627 (0.2771) loss_cl: -0.2785 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [06:28:14.801991] Epoch: [340] [1600/2904] eta: 0:16:25 lr: 0.001587 loss: 0.1831 (0.1893) loss_rec_all: 0.2090 (0.2153) loss_rec_sfr: 0.2602 (0.2769) loss_cl: -0.2780 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [06:28:29.719782] Epoch: [340] [1620/2904] eta: 0:16:10 lr: 0.001587 loss: 0.1800 (0.1894) loss_rec_all: 0.2065 (0.2153) loss_rec_sfr: 0.2561 (0.2769) loss_cl: -0.2794 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [06:28:44.634879] Epoch: [340] [1640/2904] eta: 0:15:55 lr: 0.001587 loss: 0.1769 (0.1893) loss_rec_all: 0.2033 (0.2153) loss_rec_sfr: 0.2452 (0.2769) loss_cl: -0.2786 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [06:28:59.545332] Epoch: [340] [1660/2904] eta: 0:15:40 lr: 0.001587 loss: 0.1777 (0.1894) loss_rec_all: 0.2040 (0.2153) loss_rec_sfr: 0.2585 (0.2769) loss_cl: -0.2791 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [06:29:14.454760] Epoch: [340] [1680/2904] eta: 0:15:24 lr: 0.001587 loss: 0.1756 (0.1894) loss_rec_all: 0.2017 (0.2153) loss_rec_sfr: 0.2574 (0.2771) loss_cl: -0.2786 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [06:29:29.367897] Epoch: [340] [1700/2904] eta: 0:15:09 lr: 0.001587 loss: 0.1804 (0.1895) loss_rec_all: 0.2067 (0.2154) loss_rec_sfr: 0.2728 (0.2774) loss_cl: -0.2787 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [06:29:44.281413] Epoch: [340] [1720/2904] eta: 0:14:54 lr: 0.001587 loss: 0.1786 (0.1894) loss_rec_all: 0.2043 (0.2153) loss_rec_sfr: 0.2617 (0.2772) loss_cl: -0.2787 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [06:29:59.195624] Epoch: [340] [1740/2904] eta: 0:14:39 lr: 0.001587 loss: 0.1777 (0.1894) loss_rec_all: 0.2040 (0.2154) loss_rec_sfr: 0.2597 (0.2771) loss_cl: -0.2789 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [06:30:14.107513] Epoch: [340] [1760/2904] eta: 0:14:23 lr: 0.001587 loss: 0.1868 (0.1896) loss_rec_all: 0.2129 (0.2155) loss_rec_sfr: 0.2658 (0.2776) loss_cl: -0.2789 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [06:30:29.014039] Epoch: [340] [1780/2904] eta: 0:14:08 lr: 0.001587 loss: 0.1804 (0.1896) loss_rec_all: 0.2064 (0.2155) loss_rec_sfr: 0.2520 (0.2777) loss_cl: -0.2790 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [06:30:43.923017] Epoch: [340] [1800/2904] eta: 0:13:53 lr: 0.001587 loss: 0.1777 (0.1895) loss_rec_all: 0.2037 (0.2155) loss_rec_sfr: 0.2562 (0.2775) loss_cl: -0.2785 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [06:30:58.831323] Epoch: [340] [1820/2904] eta: 0:13:38 lr: 0.001587 loss: 0.1778 (0.1895) loss_rec_all: 0.2043 (0.2154) loss_rec_sfr: 0.2187 (0.2772) loss_cl: -0.2786 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [06:31:13.747652] Epoch: [340] [1840/2904] eta: 0:13:22 lr: 0.001587 loss: 0.1796 (0.1895) loss_rec_all: 0.2055 (0.2154) loss_rec_sfr: 0.2585 (0.2773) loss_cl: -0.2786 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [06:31:28.666692] Epoch: [340] [1860/2904] eta: 0:13:07 lr: 0.001587 loss: 0.1770 (0.1894) loss_rec_all: 0.2036 (0.2154) loss_rec_sfr: 0.2472 (0.2771) loss_cl: -0.2792 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [06:31:43.582097] Epoch: [340] [1880/2904] eta: 0:12:52 lr: 0.001587 loss: 0.1833 (0.1894) loss_rec_all: 0.2093 (0.2154) loss_rec_sfr: 0.2664 (0.2772) loss_cl: -0.2796 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [06:31:58.491968] Epoch: [340] [1900/2904] eta: 0:12:37 lr: 0.001587 loss: 0.1802 (0.1895) loss_rec_all: 0.2067 (0.2154) loss_rec_sfr: 0.2674 (0.2773) loss_cl: -0.2792 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [06:32:13.400098] Epoch: [340] [1920/2904] eta: 0:12:22 lr: 0.001587 loss: 0.1841 (0.1895) loss_rec_all: 0.2102 (0.2154) loss_rec_sfr: 0.2590 (0.2772) loss_cl: -0.2781 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [06:32:28.312537] Epoch: [340] [1940/2904] eta: 0:12:07 lr: 0.001587 loss: 0.1807 (0.1895) loss_rec_all: 0.2073 (0.2154) loss_rec_sfr: 0.2523 (0.2771) loss_cl: -0.2786 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [06:32:43.219636] Epoch: [340] [1960/2904] eta: 0:11:51 lr: 0.001586 loss: 0.1878 (0.1895) loss_rec_all: 0.2143 (0.2155) loss_rec_sfr: 0.2672 (0.2773) loss_cl: -0.2795 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [06:32:58.131756] Epoch: [340] [1980/2904] eta: 0:11:36 lr: 0.001586 loss: 0.1806 (0.1896) loss_rec_all: 0.2067 (0.2155) loss_rec_sfr: 0.2625 (0.2774) loss_cl: -0.2788 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [06:33:13.040817] Epoch: [340] [2000/2904] eta: 0:11:21 lr: 0.001586 loss: 0.1806 (0.1896) loss_rec_all: 0.2070 (0.2155) loss_rec_sfr: 0.2233 (0.2773) loss_cl: -0.2790 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [06:33:27.952494] Epoch: [340] [2020/2904] eta: 0:11:06 lr: 0.001586 loss: 0.1755 (0.1895) loss_rec_all: 0.2016 (0.2155) loss_rec_sfr: 0.2513 (0.2772) loss_cl: -0.2792 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [06:33:42.874918] Epoch: [340] [2040/2904] eta: 0:10:51 lr: 0.001586 loss: 0.1806 (0.1895) loss_rec_all: 0.2066 (0.2155) loss_rec_sfr: 0.2601 (0.2773) loss_cl: -0.2789 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [06:33:57.793802] Epoch: [340] [2060/2904] eta: 0:10:36 lr: 0.001586 loss: 0.1753 (0.1895) loss_rec_all: 0.2018 (0.2154) loss_rec_sfr: 0.2496 (0.2771) loss_cl: -0.2789 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [06:34:12.708570] Epoch: [340] [2080/2904] eta: 0:10:20 lr: 0.001586 loss: 0.1800 (0.1895) loss_rec_all: 0.2060 (0.2154) loss_rec_sfr: 0.2644 (0.2771) loss_cl: -0.2792 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [06:34:27.619384] Epoch: [340] [2100/2904] eta: 0:10:05 lr: 0.001586 loss: 0.1812 (0.1895) loss_rec_all: 0.2075 (0.2155) loss_rec_sfr: 0.2654 (0.2773) loss_cl: -0.2793 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [06:34:42.528301] Epoch: [340] [2120/2904] eta: 0:09:50 lr: 0.001586 loss: 0.1790 (0.1895) loss_rec_all: 0.2050 (0.2154) loss_rec_sfr: 0.2633 (0.2773) loss_cl: -0.2793 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [06:34:57.436115] Epoch: [340] [2140/2904] eta: 0:09:35 lr: 0.001586 loss: 0.1783 (0.1895) loss_rec_all: 0.2050 (0.2155) loss_rec_sfr: 0.2617 (0.2774) loss_cl: -0.2787 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [06:35:12.345912] Epoch: [340] [2160/2904] eta: 0:09:20 lr: 0.001586 loss: 0.1791 (0.1895) loss_rec_all: 0.2054 (0.2155) loss_rec_sfr: 0.2557 (0.2774) loss_cl: -0.2785 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [06:35:27.257172] Epoch: [340] [2180/2904] eta: 0:09:05 lr: 0.001586 loss: 0.1760 (0.1895) loss_rec_all: 0.2021 (0.2154) loss_rec_sfr: 0.2661 (0.2774) loss_cl: -0.2789 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [06:35:42.168012] Epoch: [340] [2200/2904] eta: 0:08:50 lr: 0.001586 loss: 0.1795 (0.1895) loss_rec_all: 0.2060 (0.2154) loss_rec_sfr: 0.2546 (0.2774) loss_cl: -0.2793 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [06:35:57.076644] Epoch: [340] [2220/2904] eta: 0:08:35 lr: 0.001586 loss: 0.1840 (0.1895) loss_rec_all: 0.2100 (0.2155) loss_rec_sfr: 0.2802 (0.2777) loss_cl: -0.2781 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [06:36:11.988694] Epoch: [340] [2240/2904] eta: 0:08:20 lr: 0.001586 loss: 0.1813 (0.1896) loss_rec_all: 0.2072 (0.2155) loss_rec_sfr: 0.2613 (0.2777) loss_cl: -0.2782 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [06:36:26.896667] Epoch: [340] [2260/2904] eta: 0:08:04 lr: 0.001586 loss: 0.1808 (0.1896) loss_rec_all: 0.2069 (0.2155) loss_rec_sfr: 0.2476 (0.2776) loss_cl: -0.2792 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [06:36:41.807805] Epoch: [340] [2280/2904] eta: 0:07:49 lr: 0.001586 loss: 0.1792 (0.1895) loss_rec_all: 0.2058 (0.2155) loss_rec_sfr: 0.2654 (0.2777) loss_cl: -0.2793 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [06:36:56.713635] Epoch: [340] [2300/2904] eta: 0:07:34 lr: 0.001586 loss: 0.1836 (0.1896) loss_rec_all: 0.2098 (0.2156) loss_rec_sfr: 0.2651 (0.2779) loss_cl: -0.2796 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [06:37:11.626855] Epoch: [340] [2320/2904] eta: 0:07:19 lr: 0.001586 loss: 0.1896 (0.1897) loss_rec_all: 0.2157 (0.2157) loss_rec_sfr: 0.2622 (0.2781) loss_cl: -0.2793 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [06:37:26.537683] Epoch: [340] [2340/2904] eta: 0:07:04 lr: 0.001586 loss: 0.1775 (0.1897) loss_rec_all: 0.2036 (0.2156) loss_rec_sfr: 0.2566 (0.2780) loss_cl: -0.2786 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [06:37:41.447835] Epoch: [340] [2360/2904] eta: 0:06:49 lr: 0.001586 loss: 0.1793 (0.1897) loss_rec_all: 0.2052 (0.2157) loss_rec_sfr: 0.2668 (0.2782) loss_cl: -0.2778 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [06:37:56.359194] Epoch: [340] [2380/2904] eta: 0:06:34 lr: 0.001586 loss: 0.1799 (0.1897) loss_rec_all: 0.2063 (0.2156) loss_rec_sfr: 0.2576 (0.2781) loss_cl: -0.2790 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [06:38:11.272643] Epoch: [340] [2400/2904] eta: 0:06:19 lr: 0.001586 loss: 0.1784 (0.1897) loss_rec_all: 0.2047 (0.2156) loss_rec_sfr: 0.2590 (0.2781) loss_cl: -0.2795 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [06:38:26.184962] Epoch: [340] [2420/2904] eta: 0:06:04 lr: 0.001586 loss: 0.1758 (0.1896) loss_rec_all: 0.2018 (0.2156) loss_rec_sfr: 0.2231 (0.2779) loss_cl: -0.2792 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [06:38:41.095248] Epoch: [340] [2440/2904] eta: 0:05:49 lr: 0.001586 loss: 0.1849 (0.1897) loss_rec_all: 0.2113 (0.2157) loss_rec_sfr: 0.2643 (0.2782) loss_cl: -0.2792 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [06:38:56.011511] Epoch: [340] [2460/2904] eta: 0:05:34 lr: 0.001586 loss: 0.1831 (0.1898) loss_rec_all: 0.2093 (0.2157) loss_rec_sfr: 0.2684 (0.2784) loss_cl: -0.2790 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [06:39:10.924205] Epoch: [340] [2480/2904] eta: 0:05:18 lr: 0.001586 loss: 0.1764 (0.1897) loss_rec_all: 0.2023 (0.2157) loss_rec_sfr: 0.2567 (0.2782) loss_cl: -0.2787 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [06:39:25.832411] Epoch: [340] [2500/2904] eta: 0:05:03 lr: 0.001586 loss: 0.1792 (0.1897) loss_rec_all: 0.2052 (0.2156) loss_rec_sfr: 0.2627 (0.2781) loss_cl: -0.2789 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [06:39:40.739625] Epoch: [340] [2520/2904] eta: 0:04:48 lr: 0.001586 loss: 0.1783 (0.1896) loss_rec_all: 0.2043 (0.2156) loss_rec_sfr: 0.2199 (0.2779) loss_cl: -0.2791 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [06:39:55.648908] Epoch: [340] [2540/2904] eta: 0:04:33 lr: 0.001586 loss: 0.1819 (0.1897) loss_rec_all: 0.2085 (0.2157) loss_rec_sfr: 0.2715 (0.2782) loss_cl: -0.2799 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [06:40:10.557301] Epoch: [340] [2560/2904] eta: 0:04:18 lr: 0.001586 loss: 0.1822 (0.1898) loss_rec_all: 0.2082 (0.2157) loss_rec_sfr: 0.2666 (0.2783) loss_cl: -0.2790 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [06:40:25.468691] Epoch: [340] [2580/2904] eta: 0:04:03 lr: 0.001585 loss: 0.1762 (0.1897) loss_rec_all: 0.2021 (0.2157) loss_rec_sfr: 0.2590 (0.2782) loss_cl: -0.2784 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [06:40:40.380211] Epoch: [340] [2600/2904] eta: 0:03:48 lr: 0.001585 loss: 0.1759 (0.1897) loss_rec_all: 0.2019 (0.2156) loss_rec_sfr: 0.2493 (0.2781) loss_cl: -0.2786 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [06:40:55.293672] Epoch: [340] [2620/2904] eta: 0:03:33 lr: 0.001585 loss: 0.1778 (0.1896) loss_rec_all: 0.2043 (0.2156) loss_rec_sfr: 0.2616 (0.2779) loss_cl: -0.2792 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [06:41:10.206372] Epoch: [340] [2640/2904] eta: 0:03:18 lr: 0.001585 loss: 0.1774 (0.1896) loss_rec_all: 0.2035 (0.2156) loss_rec_sfr: 0.2525 (0.2779) loss_cl: -0.2794 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [06:41:25.117564] Epoch: [340] [2660/2904] eta: 0:03:03 lr: 0.001585 loss: 0.1773 (0.1896) loss_rec_all: 0.2036 (0.2156) loss_rec_sfr: 0.2538 (0.2779) loss_cl: -0.2791 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [06:41:40.022764] Epoch: [340] [2680/2904] eta: 0:02:48 lr: 0.001585 loss: 0.1754 (0.1896) loss_rec_all: 0.2016 (0.2155) loss_rec_sfr: 0.2645 (0.2778) loss_cl: -0.2795 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [06:41:54.926880] Epoch: [340] [2700/2904] eta: 0:02:33 lr: 0.001585 loss: 0.1809 (0.1896) loss_rec_all: 0.2068 (0.2156) loss_rec_sfr: 0.2665 (0.2779) loss_cl: -0.2785 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [06:42:09.836948] Epoch: [340] [2720/2904] eta: 0:02:18 lr: 0.001585 loss: 0.1819 (0.1896) loss_rec_all: 0.2079 (0.2156) loss_rec_sfr: 0.2628 (0.2779) loss_cl: -0.2791 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [06:42:24.746623] Epoch: [340] [2740/2904] eta: 0:02:03 lr: 0.001585 loss: 0.1881 (0.1897) loss_rec_all: 0.2140 (0.2157) loss_rec_sfr: 0.2576 (0.2782) loss_cl: -0.2788 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [06:42:39.657373] Epoch: [340] [2760/2904] eta: 0:01:48 lr: 0.001585 loss: 0.1805 (0.1897) loss_rec_all: 0.2070 (0.2156) loss_rec_sfr: 0.2471 (0.2779) loss_cl: -0.2792 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [06:42:54.566220] Epoch: [340] [2780/2904] eta: 0:01:33 lr: 0.001585 loss: 0.1776 (0.1897) loss_rec_all: 0.2042 (0.2156) loss_rec_sfr: 0.2611 (0.2780) loss_cl: -0.2788 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [06:43:09.472865] Epoch: [340] [2800/2904] eta: 0:01:18 lr: 0.001585 loss: 0.1746 (0.1896) loss_rec_all: 0.2009 (0.2156) loss_rec_sfr: 0.2199 (0.2777) loss_cl: -0.2789 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [06:43:24.383094] Epoch: [340] [2820/2904] eta: 0:01:03 lr: 0.001585 loss: 0.1752 (0.1896) loss_rec_all: 0.2016 (0.2155) loss_rec_sfr: 0.2291 (0.2775) loss_cl: -0.2788 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [06:43:39.326899] Epoch: [340] [2840/2904] eta: 0:00:48 lr: 0.001585 loss: 0.1839 (0.1896) loss_rec_all: 0.2103 (0.2155) loss_rec_sfr: 0.2616 (0.2775) loss_cl: -0.2791 (-0.2789) time: 0.7471 data: 0.0023 max mem: 29860 [06:43:54.219808] Epoch: [340] [2860/2904] eta: 0:00:33 lr: 0.001585 loss: 0.1821 (0.1896) loss_rec_all: 0.2082 (0.2155) loss_rec_sfr: 0.2599 (0.2775) loss_cl: -0.2789 (-0.2789) time: 0.7446 data: 0.0001 max mem: 29860 [06:44:09.117165] Epoch: [340] [2880/2904] eta: 0:00:18 lr: 0.001585 loss: 0.1780 (0.1896) loss_rec_all: 0.2045 (0.2155) loss_rec_sfr: 0.2347 (0.2774) loss_cl: -0.2794 (-0.2789) time: 0.7448 data: 0.0001 max mem: 29860 [06:44:24.009713] Epoch: [340] [2900/2904] eta: 0:00:03 lr: 0.001585 loss: 0.1820 (0.1896) loss_rec_all: 0.2081 (0.2156) loss_rec_sfr: 0.2632 (0.2775) loss_cl: -0.2787 (-0.2789) time: 0.7446 data: 0.0001 max mem: 29860 [06:44:26.251883] Epoch: [340] [2903/2904] eta: 0:00:00 lr: 0.001585 loss: 0.1820 (0.1896) loss_rec_all: 0.2081 (0.2156) loss_rec_sfr: 0.2645 (0.2776) loss_cl: -0.2787 (-0.2789) time: 0.7446 data: 0.0001 max mem: 29860 [06:44:28.293793] Epoch: [340] Total time: 0:36:23 (0.7521 s / it) [06:44:28.302868] Averaged stats: lr: 0.001585 loss: 0.1820 (0.1918) loss_rec_all: 0.2081 (0.2154) loss_rec_sfr: 0.2645 (0.2772) loss_cl: -0.2787 (-0.2556) [06:44:28.307538] log_dir: ./checkpoint/VF2_ViT-B [06:44:47.588690] Epoch: [341] [ 0/2904] eta: 15:33:10 lr: 0.001585 loss: 0.1843 (0.1843) loss_rec_all: 0.2104 (0.2104) loss_rec_sfr: 0.2490 (0.2490) loss_cl: -0.2789 (-0.2789) time: 19.2805 data: 15.7409 max mem: 29860 [06:45:04.675422] Epoch: [341] [ 20/2904] eta: 1:23:14 lr: 0.001585 loss: 0.1797 (0.1939) loss_rec_all: 0.2057 (0.2197) loss_rec_sfr: 0.2590 (0.2962) loss_cl: -0.2788 (-0.2789) time: 0.8543 data: 0.0002 max mem: 29860 [06:45:19.551014] Epoch: [341] [ 40/2904] eta: 0:59:39 lr: 0.001585 loss: 0.1768 (0.1940) loss_rec_all: 0.2029 (0.2198) loss_rec_sfr: 0.2666 (0.2952) loss_cl: -0.2774 (-0.2783) time: 0.7437 data: 0.0002 max mem: 29860 [06:45:34.433951] Epoch: [341] [ 60/2904] eta: 0:51:22 lr: 0.001585 loss: 0.1809 (0.1957) loss_rec_all: 0.2069 (0.2215) loss_rec_sfr: 0.2637 (0.2998) loss_cl: -0.2790 (-0.2785) time: 0.7441 data: 0.0002 max mem: 29860 [06:45:49.332720] Epoch: [341] [ 80/2904] eta: 0:47:04 lr: 0.001585 loss: 0.1822 (0.1964) loss_rec_all: 0.2082 (0.2222) loss_rec_sfr: 0.2567 (0.2992) loss_cl: -0.2787 (-0.2786) time: 0.7449 data: 0.0002 max mem: 29860 [06:46:04.238927] Epoch: [341] [ 100/2904] eta: 0:44:23 lr: 0.001585 loss: 0.1843 (0.1961) loss_rec_all: 0.2104 (0.2219) loss_rec_sfr: 0.2616 (0.2976) loss_cl: -0.2785 (-0.2786) time: 0.7453 data: 0.0002 max mem: 29860 [06:46:19.144348] Epoch: [341] [ 120/2904] eta: 0:42:30 lr: 0.001585 loss: 0.1787 (0.1942) loss_rec_all: 0.2048 (0.2201) loss_rec_sfr: 0.2538 (0.2913) loss_cl: -0.2787 (-0.2786) time: 0.7452 data: 0.0002 max mem: 29860 [06:46:34.077412] Epoch: [341] [ 140/2904] eta: 0:41:05 lr: 0.001585 loss: 0.1742 (0.1924) loss_rec_all: 0.2008 (0.2183) loss_rec_sfr: 0.2187 (0.2846) loss_cl: -0.2788 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [06:46:48.987861] Epoch: [341] [ 160/2904] eta: 0:39:57 lr: 0.001585 loss: 0.1821 (0.1931) loss_rec_all: 0.2080 (0.2190) loss_rec_sfr: 0.2624 (0.2876) loss_cl: -0.2793 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [06:47:03.913440] Epoch: [341] [ 180/2904] eta: 0:39:01 lr: 0.001585 loss: 0.1825 (0.1929) loss_rec_all: 0.2086 (0.2188) loss_rec_sfr: 0.2583 (0.2869) loss_cl: -0.2799 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [06:47:18.828931] Epoch: [341] [ 200/2904] eta: 0:38:13 lr: 0.001585 loss: 0.1770 (0.1923) loss_rec_all: 0.2036 (0.2182) loss_rec_sfr: 0.2502 (0.2849) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [06:47:33.740263] Epoch: [341] [ 220/2904] eta: 0:37:31 lr: 0.001585 loss: 0.1765 (0.1917) loss_rec_all: 0.2032 (0.2176) loss_rec_sfr: 0.2203 (0.2826) loss_cl: -0.2783 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [06:47:48.651019] Epoch: [341] [ 240/2904] eta: 0:36:54 lr: 0.001585 loss: 0.1789 (0.1915) loss_rec_all: 0.2052 (0.2174) loss_rec_sfr: 0.2617 (0.2820) loss_cl: -0.2781 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [06:48:03.558076] Epoch: [341] [ 260/2904] eta: 0:36:20 lr: 0.001585 loss: 0.1747 (0.1904) loss_rec_all: 0.2011 (0.2163) loss_rec_sfr: 0.2436 (0.2792) loss_cl: -0.2789 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [06:48:18.496966] Epoch: [341] [ 280/2904] eta: 0:35:49 lr: 0.001584 loss: 0.1798 (0.1901) loss_rec_all: 0.2059 (0.2160) loss_rec_sfr: 0.2653 (0.2790) loss_cl: -0.2792 (-0.2788) time: 0.7469 data: 0.0002 max mem: 29860 [06:48:33.410105] Epoch: [341] [ 300/2904] eta: 0:35:20 lr: 0.001584 loss: 0.1819 (0.1906) loss_rec_all: 0.2079 (0.2165) loss_rec_sfr: 0.2566 (0.2804) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [06:48:48.333519] Epoch: [341] [ 320/2904] eta: 0:34:53 lr: 0.001584 loss: 0.1742 (0.1900) loss_rec_all: 0.2002 (0.2160) loss_rec_sfr: 0.2180 (0.2784) loss_cl: -0.2785 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [06:49:03.245909] Epoch: [341] [ 340/2904] eta: 0:34:27 lr: 0.001584 loss: 0.1811 (0.1904) loss_rec_all: 0.2070 (0.2163) loss_rec_sfr: 0.2453 (0.2795) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [06:49:18.155968] Epoch: [341] [ 360/2904] eta: 0:34:02 lr: 0.001584 loss: 0.1763 (0.1903) loss_rec_all: 0.2026 (0.2162) loss_rec_sfr: 0.2565 (0.2789) loss_cl: -0.2793 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [06:49:33.069781] Epoch: [341] [ 380/2904] eta: 0:33:38 lr: 0.001584 loss: 0.1814 (0.1902) loss_rec_all: 0.2076 (0.2161) loss_rec_sfr: 0.2571 (0.2787) loss_cl: -0.2793 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [06:49:47.983115] Epoch: [341] [ 400/2904] eta: 0:33:16 lr: 0.001584 loss: 0.1794 (0.1903) loss_rec_all: 0.2054 (0.2163) loss_rec_sfr: 0.2599 (0.2790) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [06:50:02.897384] Epoch: [341] [ 420/2904] eta: 0:32:54 lr: 0.001584 loss: 0.1755 (0.1903) loss_rec_all: 0.2018 (0.2162) loss_rec_sfr: 0.2205 (0.2785) loss_cl: -0.2794 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [06:50:17.814893] Epoch: [341] [ 440/2904] eta: 0:32:32 lr: 0.001584 loss: 0.1778 (0.1900) loss_rec_all: 0.2039 (0.2159) loss_rec_sfr: 0.2590 (0.2779) loss_cl: -0.2781 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [06:50:32.729687] Epoch: [341] [ 460/2904] eta: 0:32:11 lr: 0.001584 loss: 0.1823 (0.1898) loss_rec_all: 0.2084 (0.2158) loss_rec_sfr: 0.2496 (0.2769) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [06:50:47.647300] Epoch: [341] [ 480/2904] eta: 0:31:51 lr: 0.001584 loss: 0.1806 (0.1898) loss_rec_all: 0.2069 (0.2158) loss_rec_sfr: 0.2545 (0.2765) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [06:51:02.562784] Epoch: [341] [ 500/2904] eta: 0:31:31 lr: 0.001584 loss: 0.1770 (0.1899) loss_rec_all: 0.2034 (0.2158) loss_rec_sfr: 0.2613 (0.2770) loss_cl: -0.2797 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [06:51:17.482978] Epoch: [341] [ 520/2904] eta: 0:31:12 lr: 0.001584 loss: 0.1817 (0.1902) loss_rec_all: 0.2079 (0.2162) loss_rec_sfr: 0.2541 (0.2778) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [06:51:32.401705] Epoch: [341] [ 540/2904] eta: 0:30:53 lr: 0.001584 loss: 0.1748 (0.1901) loss_rec_all: 0.2012 (0.2160) loss_rec_sfr: 0.2563 (0.2774) loss_cl: -0.2793 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [06:51:47.316472] Epoch: [341] [ 560/2904] eta: 0:30:34 lr: 0.001584 loss: 0.1775 (0.1902) loss_rec_all: 0.2033 (0.2161) loss_rec_sfr: 0.2623 (0.2779) loss_cl: -0.2791 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [06:52:02.230639] Epoch: [341] [ 580/2904] eta: 0:30:15 lr: 0.001584 loss: 0.1732 (0.1900) loss_rec_all: 0.1994 (0.2159) loss_rec_sfr: 0.2633 (0.2779) loss_cl: -0.2798 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [06:52:17.142747] Epoch: [341] [ 600/2904] eta: 0:29:57 lr: 0.001584 loss: 0.1783 (0.1901) loss_rec_all: 0.2048 (0.2160) loss_rec_sfr: 0.2608 (0.2783) loss_cl: -0.2793 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [06:52:32.055894] Epoch: [341] [ 620/2904] eta: 0:29:39 lr: 0.001584 loss: 0.1774 (0.1903) loss_rec_all: 0.2036 (0.2162) loss_rec_sfr: 0.2252 (0.2788) loss_cl: -0.2781 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [06:52:46.962774] Epoch: [341] [ 640/2904] eta: 0:29:21 lr: 0.001584 loss: 0.1788 (0.1903) loss_rec_all: 0.2047 (0.2162) loss_rec_sfr: 0.2589 (0.2790) loss_cl: -0.2789 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [06:53:01.868012] Epoch: [341] [ 660/2904] eta: 0:29:03 lr: 0.001584 loss: 0.1779 (0.1902) loss_rec_all: 0.2040 (0.2161) loss_rec_sfr: 0.2516 (0.2787) loss_cl: -0.2795 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [06:53:16.778493] Epoch: [341] [ 680/2904] eta: 0:28:45 lr: 0.001584 loss: 0.1761 (0.1902) loss_rec_all: 0.2024 (0.2161) loss_rec_sfr: 0.2624 (0.2790) loss_cl: -0.2783 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [06:53:31.699657] Epoch: [341] [ 700/2904] eta: 0:28:28 lr: 0.001584 loss: 0.1802 (0.1901) loss_rec_all: 0.2065 (0.2161) loss_rec_sfr: 0.2583 (0.2787) loss_cl: -0.2784 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [06:53:46.615175] Epoch: [341] [ 720/2904] eta: 0:28:11 lr: 0.001584 loss: 0.1767 (0.1902) loss_rec_all: 0.2027 (0.2161) loss_rec_sfr: 0.2620 (0.2793) loss_cl: -0.2789 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [06:54:01.529663] Epoch: [341] [ 740/2904] eta: 0:27:53 lr: 0.001584 loss: 0.1796 (0.1900) loss_rec_all: 0.2058 (0.2159) loss_rec_sfr: 0.2562 (0.2785) loss_cl: -0.2792 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [06:54:16.438484] Epoch: [341] [ 760/2904] eta: 0:27:36 lr: 0.001584 loss: 0.1826 (0.1898) loss_rec_all: 0.2087 (0.2158) loss_rec_sfr: 0.2570 (0.2779) loss_cl: -0.2790 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [06:54:31.346935] Epoch: [341] [ 780/2904] eta: 0:27:19 lr: 0.001584 loss: 0.1744 (0.1897) loss_rec_all: 0.2006 (0.2157) loss_rec_sfr: 0.2602 (0.2778) loss_cl: -0.2785 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [06:54:46.256747] Epoch: [341] [ 800/2904] eta: 0:27:03 lr: 0.001584 loss: 0.1791 (0.1898) loss_rec_all: 0.2051 (0.2157) loss_rec_sfr: 0.2589 (0.2779) loss_cl: -0.2784 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [06:55:01.163958] Epoch: [341] [ 820/2904] eta: 0:26:46 lr: 0.001584 loss: 0.1853 (0.1897) loss_rec_all: 0.2114 (0.2156) loss_rec_sfr: 0.2572 (0.2775) loss_cl: -0.2785 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [06:55:16.075597] Epoch: [341] [ 840/2904] eta: 0:26:29 lr: 0.001584 loss: 0.1778 (0.1897) loss_rec_all: 0.2039 (0.2157) loss_rec_sfr: 0.2599 (0.2777) loss_cl: -0.2793 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [06:55:30.987353] Epoch: [341] [ 860/2904] eta: 0:26:13 lr: 0.001584 loss: 0.1802 (0.1895) loss_rec_all: 0.2061 (0.2155) loss_rec_sfr: 0.2575 (0.2771) loss_cl: -0.2796 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [06:55:45.907717] Epoch: [341] [ 880/2904] eta: 0:25:56 lr: 0.001584 loss: 0.1778 (0.1894) loss_rec_all: 0.2038 (0.2154) loss_rec_sfr: 0.2639 (0.2768) loss_cl: -0.2792 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [06:56:00.820440] Epoch: [341] [ 900/2904] eta: 0:25:40 lr: 0.001583 loss: 0.1795 (0.1895) loss_rec_all: 0.2055 (0.2155) loss_rec_sfr: 0.2621 (0.2773) loss_cl: -0.2786 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [06:56:15.735877] Epoch: [341] [ 920/2904] eta: 0:25:23 lr: 0.001583 loss: 0.1875 (0.1898) loss_rec_all: 0.2136 (0.2157) loss_rec_sfr: 0.2620 (0.2781) loss_cl: -0.2789 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [06:56:30.645768] Epoch: [341] [ 940/2904] eta: 0:25:07 lr: 0.001583 loss: 0.1804 (0.1898) loss_rec_all: 0.2069 (0.2157) loss_rec_sfr: 0.2174 (0.2777) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [06:56:45.559027] Epoch: [341] [ 960/2904] eta: 0:24:51 lr: 0.001583 loss: 0.1818 (0.1898) loss_rec_all: 0.2079 (0.2157) loss_rec_sfr: 0.2539 (0.2777) loss_cl: -0.2793 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [06:57:00.475177] Epoch: [341] [ 980/2904] eta: 0:24:35 lr: 0.001583 loss: 0.1786 (0.1898) loss_rec_all: 0.2047 (0.2157) loss_rec_sfr: 0.2610 (0.2780) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [06:57:15.395203] Epoch: [341] [1000/2904] eta: 0:24:18 lr: 0.001583 loss: 0.1785 (0.1897) loss_rec_all: 0.2044 (0.2157) loss_rec_sfr: 0.2609 (0.2780) loss_cl: -0.2783 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [06:57:30.307383] Epoch: [341] [1020/2904] eta: 0:24:02 lr: 0.001583 loss: 0.1784 (0.1897) loss_rec_all: 0.2046 (0.2157) loss_rec_sfr: 0.2559 (0.2781) loss_cl: -0.2784 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [06:57:45.224187] Epoch: [341] [1040/2904] eta: 0:23:46 lr: 0.001583 loss: 0.1835 (0.1900) loss_rec_all: 0.2094 (0.2160) loss_rec_sfr: 0.2703 (0.2791) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [06:58:00.140551] Epoch: [341] [1060/2904] eta: 0:23:30 lr: 0.001583 loss: 0.1791 (0.1901) loss_rec_all: 0.2052 (0.2160) loss_rec_sfr: 0.2632 (0.2792) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [06:58:15.056157] Epoch: [341] [1080/2904] eta: 0:23:14 lr: 0.001583 loss: 0.1778 (0.1900) loss_rec_all: 0.2039 (0.2159) loss_rec_sfr: 0.2549 (0.2791) loss_cl: -0.2783 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [06:58:29.969917] Epoch: [341] [1100/2904] eta: 0:22:58 lr: 0.001583 loss: 0.1811 (0.1900) loss_rec_all: 0.2072 (0.2159) loss_rec_sfr: 0.2726 (0.2792) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [06:58:44.882925] Epoch: [341] [1120/2904] eta: 0:22:43 lr: 0.001583 loss: 0.1807 (0.1901) loss_rec_all: 0.2068 (0.2160) loss_rec_sfr: 0.2623 (0.2796) loss_cl: -0.2793 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [06:58:59.795858] Epoch: [341] [1140/2904] eta: 0:22:27 lr: 0.001583 loss: 0.1768 (0.1900) loss_rec_all: 0.2035 (0.2159) loss_rec_sfr: 0.2516 (0.2791) loss_cl: -0.2794 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [06:59:14.706271] Epoch: [341] [1160/2904] eta: 0:22:11 lr: 0.001583 loss: 0.1804 (0.1898) loss_rec_all: 0.2070 (0.2158) loss_rec_sfr: 0.2220 (0.2785) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [06:59:29.617414] Epoch: [341] [1180/2904] eta: 0:21:55 lr: 0.001583 loss: 0.1783 (0.1899) loss_rec_all: 0.2044 (0.2158) loss_rec_sfr: 0.2566 (0.2785) loss_cl: -0.2783 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [06:59:44.532120] Epoch: [341] [1200/2904] eta: 0:21:39 lr: 0.001583 loss: 0.1808 (0.1899) loss_rec_all: 0.2070 (0.2159) loss_rec_sfr: 0.2566 (0.2786) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [06:59:59.441696] Epoch: [341] [1220/2904] eta: 0:21:24 lr: 0.001583 loss: 0.1824 (0.1900) loss_rec_all: 0.2084 (0.2159) loss_rec_sfr: 0.2566 (0.2788) loss_cl: -0.2782 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [07:00:14.353471] Epoch: [341] [1240/2904] eta: 0:21:08 lr: 0.001583 loss: 0.1752 (0.1898) loss_rec_all: 0.2017 (0.2157) loss_rec_sfr: 0.2147 (0.2779) loss_cl: -0.2784 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [07:00:29.263382] Epoch: [341] [1260/2904] eta: 0:20:52 lr: 0.001583 loss: 0.1804 (0.1898) loss_rec_all: 0.2066 (0.2157) loss_rec_sfr: 0.2514 (0.2779) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [07:00:44.179945] Epoch: [341] [1280/2904] eta: 0:20:37 lr: 0.001583 loss: 0.1802 (0.1898) loss_rec_all: 0.2064 (0.2157) loss_rec_sfr: 0.2633 (0.2781) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [07:00:59.082437] Epoch: [341] [1300/2904] eta: 0:20:21 lr: 0.001583 loss: 0.1770 (0.1898) loss_rec_all: 0.2035 (0.2157) loss_rec_sfr: 0.2597 (0.2781) loss_cl: -0.2799 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [07:01:13.981853] Epoch: [341] [1320/2904] eta: 0:20:05 lr: 0.001583 loss: 0.1756 (0.1896) loss_rec_all: 0.2014 (0.2156) loss_rec_sfr: 0.2521 (0.2776) loss_cl: -0.2792 (-0.2788) time: 0.7449 data: 0.0002 max mem: 29860 [07:01:28.882100] Epoch: [341] [1340/2904] eta: 0:19:50 lr: 0.001583 loss: 0.1813 (0.1896) loss_rec_all: 0.2073 (0.2156) loss_rec_sfr: 0.2560 (0.2775) loss_cl: -0.2785 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [07:01:43.791406] Epoch: [341] [1360/2904] eta: 0:19:34 lr: 0.001583 loss: 0.1786 (0.1896) loss_rec_all: 0.2049 (0.2156) loss_rec_sfr: 0.2274 (0.2773) loss_cl: -0.2788 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [07:01:58.712541] Epoch: [341] [1380/2904] eta: 0:19:19 lr: 0.001583 loss: 0.1812 (0.1896) loss_rec_all: 0.2078 (0.2155) loss_rec_sfr: 0.2575 (0.2773) loss_cl: -0.2801 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [07:02:13.626232] Epoch: [341] [1400/2904] eta: 0:19:03 lr: 0.001583 loss: 0.1808 (0.1896) loss_rec_all: 0.2073 (0.2155) loss_rec_sfr: 0.2557 (0.2771) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [07:02:28.535156] Epoch: [341] [1420/2904] eta: 0:18:48 lr: 0.001583 loss: 0.1786 (0.1895) loss_rec_all: 0.2048 (0.2154) loss_rec_sfr: 0.2287 (0.2767) loss_cl: -0.2786 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [07:02:43.440915] Epoch: [341] [1440/2904] eta: 0:18:32 lr: 0.001583 loss: 0.1817 (0.1894) loss_rec_all: 0.2083 (0.2154) loss_rec_sfr: 0.2360 (0.2762) loss_cl: -0.2792 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [07:02:58.350146] Epoch: [341] [1460/2904] eta: 0:18:17 lr: 0.001583 loss: 0.1875 (0.1894) loss_rec_all: 0.2137 (0.2154) loss_rec_sfr: 0.2593 (0.2763) loss_cl: -0.2793 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [07:03:13.258865] Epoch: [341] [1480/2904] eta: 0:18:01 lr: 0.001583 loss: 0.1778 (0.1894) loss_rec_all: 0.2038 (0.2153) loss_rec_sfr: 0.2541 (0.2762) loss_cl: -0.2789 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [07:03:28.171307] Epoch: [341] [1500/2904] eta: 0:17:46 lr: 0.001583 loss: 0.1862 (0.1895) loss_rec_all: 0.2121 (0.2155) loss_rec_sfr: 0.2575 (0.2766) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [07:03:43.085228] Epoch: [341] [1520/2904] eta: 0:17:30 lr: 0.001582 loss: 0.1813 (0.1895) loss_rec_all: 0.2074 (0.2155) loss_rec_sfr: 0.2601 (0.2765) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [07:03:57.995672] Epoch: [341] [1540/2904] eta: 0:17:15 lr: 0.001582 loss: 0.1774 (0.1895) loss_rec_all: 0.2040 (0.2154) loss_rec_sfr: 0.2562 (0.2762) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [07:04:12.904728] Epoch: [341] [1560/2904] eta: 0:16:59 lr: 0.001582 loss: 0.1813 (0.1895) loss_rec_all: 0.2072 (0.2154) loss_rec_sfr: 0.2568 (0.2761) loss_cl: -0.2789 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [07:04:27.813690] Epoch: [341] [1580/2904] eta: 0:16:44 lr: 0.001582 loss: 0.1801 (0.1895) loss_rec_all: 0.2067 (0.2154) loss_rec_sfr: 0.2515 (0.2761) loss_cl: -0.2790 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [07:04:42.720890] Epoch: [341] [1600/2904] eta: 0:16:29 lr: 0.001582 loss: 0.1809 (0.1896) loss_rec_all: 0.2066 (0.2156) loss_rec_sfr: 0.2680 (0.2766) loss_cl: -0.2788 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [07:04:57.628227] Epoch: [341] [1620/2904] eta: 0:16:13 lr: 0.001582 loss: 0.1770 (0.1896) loss_rec_all: 0.2029 (0.2155) loss_rec_sfr: 0.2572 (0.2765) loss_cl: -0.2780 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [07:05:12.534281] Epoch: [341] [1640/2904] eta: 0:15:58 lr: 0.001582 loss: 0.1792 (0.1895) loss_rec_all: 0.2050 (0.2155) loss_rec_sfr: 0.2540 (0.2762) loss_cl: -0.2786 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [07:05:27.436013] Epoch: [341] [1660/2904] eta: 0:15:42 lr: 0.001582 loss: 0.1791 (0.1895) loss_rec_all: 0.2052 (0.2154) loss_rec_sfr: 0.2560 (0.2762) loss_cl: -0.2789 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [07:05:42.342782] Epoch: [341] [1680/2904] eta: 0:15:27 lr: 0.001582 loss: 0.1819 (0.1896) loss_rec_all: 0.2084 (0.2155) loss_rec_sfr: 0.2552 (0.2763) loss_cl: -0.2797 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [07:05:57.252761] Epoch: [341] [1700/2904] eta: 0:15:12 lr: 0.001582 loss: 0.1813 (0.1896) loss_rec_all: 0.2073 (0.2155) loss_rec_sfr: 0.2604 (0.2764) loss_cl: -0.2794 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [07:06:12.158805] Epoch: [341] [1720/2904] eta: 0:14:56 lr: 0.001582 loss: 0.1814 (0.1896) loss_rec_all: 0.2074 (0.2156) loss_rec_sfr: 0.2628 (0.2767) loss_cl: -0.2789 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [07:06:27.066169] Epoch: [341] [1740/2904] eta: 0:14:41 lr: 0.001582 loss: 0.1802 (0.1896) loss_rec_all: 0.2062 (0.2155) loss_rec_sfr: 0.2523 (0.2765) loss_cl: -0.2787 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [07:06:41.973424] Epoch: [341] [1760/2904] eta: 0:14:26 lr: 0.001582 loss: 0.1822 (0.1896) loss_rec_all: 0.2084 (0.2156) loss_rec_sfr: 0.2599 (0.2768) loss_cl: -0.2792 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [07:06:56.878014] Epoch: [341] [1780/2904] eta: 0:14:11 lr: 0.001582 loss: 0.1850 (0.1897) loss_rec_all: 0.2112 (0.2156) loss_rec_sfr: 0.2640 (0.2771) loss_cl: -0.2790 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [07:07:11.781796] Epoch: [341] [1800/2904] eta: 0:13:55 lr: 0.001582 loss: 0.1787 (0.1896) loss_rec_all: 0.2053 (0.2156) loss_rec_sfr: 0.2596 (0.2768) loss_cl: -0.2786 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [07:07:26.690192] Epoch: [341] [1820/2904] eta: 0:13:40 lr: 0.001582 loss: 0.1784 (0.1896) loss_rec_all: 0.2044 (0.2155) loss_rec_sfr: 0.2604 (0.2768) loss_cl: -0.2786 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [07:07:41.598040] Epoch: [341] [1840/2904] eta: 0:13:25 lr: 0.001582 loss: 0.1893 (0.1898) loss_rec_all: 0.2154 (0.2157) loss_rec_sfr: 0.2630 (0.2774) loss_cl: -0.2788 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [07:07:56.515085] Epoch: [341] [1860/2904] eta: 0:13:09 lr: 0.001582 loss: 0.1800 (0.1898) loss_rec_all: 0.2060 (0.2158) loss_rec_sfr: 0.2583 (0.2775) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [07:08:11.426745] Epoch: [341] [1880/2904] eta: 0:12:54 lr: 0.001582 loss: 0.1884 (0.1900) loss_rec_all: 0.2144 (0.2159) loss_rec_sfr: 0.2647 (0.2779) loss_cl: -0.2793 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [07:08:26.332496] Epoch: [341] [1900/2904] eta: 0:12:39 lr: 0.001582 loss: 0.1808 (0.1899) loss_rec_all: 0.2069 (0.2159) loss_rec_sfr: 0.2534 (0.2778) loss_cl: -0.2784 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [07:08:41.241179] Epoch: [341] [1920/2904] eta: 0:12:24 lr: 0.001582 loss: 0.1794 (0.1899) loss_rec_all: 0.2053 (0.2158) loss_rec_sfr: 0.2576 (0.2778) loss_cl: -0.2779 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [07:08:56.151429] Epoch: [341] [1940/2904] eta: 0:12:08 lr: 0.001582 loss: 0.1773 (0.1898) loss_rec_all: 0.2031 (0.2158) loss_rec_sfr: 0.2301 (0.2774) loss_cl: -0.2781 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [07:09:11.062285] Epoch: [341] [1960/2904] eta: 0:11:53 lr: 0.001582 loss: 0.1774 (0.1898) loss_rec_all: 0.2034 (0.2158) loss_rec_sfr: 0.2580 (0.2775) loss_cl: -0.2797 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [07:09:25.973721] Epoch: [341] [1980/2904] eta: 0:11:38 lr: 0.001582 loss: 0.1801 (0.1898) loss_rec_all: 0.2063 (0.2158) loss_rec_sfr: 0.2567 (0.2776) loss_cl: -0.2795 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [07:09:40.882900] Epoch: [341] [2000/2904] eta: 0:11:23 lr: 0.001582 loss: 0.1809 (0.1898) loss_rec_all: 0.2066 (0.2158) loss_rec_sfr: 0.2626 (0.2776) loss_cl: -0.2783 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [07:09:55.791240] Epoch: [341] [2020/2904] eta: 0:11:08 lr: 0.001582 loss: 0.1775 (0.1898) loss_rec_all: 0.2036 (0.2157) loss_rec_sfr: 0.2536 (0.2774) loss_cl: -0.2791 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [07:10:10.701018] Epoch: [341] [2040/2904] eta: 0:10:52 lr: 0.001582 loss: 0.1819 (0.1898) loss_rec_all: 0.2080 (0.2157) loss_rec_sfr: 0.2664 (0.2776) loss_cl: -0.2794 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [07:10:25.608508] Epoch: [341] [2060/2904] eta: 0:10:37 lr: 0.001582 loss: 0.1851 (0.1899) loss_rec_all: 0.2113 (0.2158) loss_rec_sfr: 0.2574 (0.2780) loss_cl: -0.2788 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [07:10:40.512335] Epoch: [341] [2080/2904] eta: 0:10:22 lr: 0.001582 loss: 0.1792 (0.1899) loss_rec_all: 0.2048 (0.2158) loss_rec_sfr: 0.2598 (0.2777) loss_cl: -0.2784 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [07:10:55.420850] Epoch: [341] [2100/2904] eta: 0:10:07 lr: 0.001582 loss: 0.1822 (0.1899) loss_rec_all: 0.2080 (0.2159) loss_rec_sfr: 0.2613 (0.2779) loss_cl: -0.2782 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [07:11:10.328958] Epoch: [341] [2120/2904] eta: 0:09:52 lr: 0.001582 loss: 0.1826 (0.1900) loss_rec_all: 0.2090 (0.2159) loss_rec_sfr: 0.2683 (0.2781) loss_cl: -0.2784 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [07:11:25.240259] Epoch: [341] [2140/2904] eta: 0:09:36 lr: 0.001581 loss: 0.1783 (0.1900) loss_rec_all: 0.2046 (0.2159) loss_rec_sfr: 0.2571 (0.2782) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [07:11:40.147913] Epoch: [341] [2160/2904] eta: 0:09:21 lr: 0.001581 loss: 0.1780 (0.1900) loss_rec_all: 0.2043 (0.2159) loss_rec_sfr: 0.2487 (0.2782) loss_cl: -0.2799 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [07:11:55.051564] Epoch: [341] [2180/2904] eta: 0:09:06 lr: 0.001581 loss: 0.1778 (0.1900) loss_rec_all: 0.2043 (0.2159) loss_rec_sfr: 0.2463 (0.2781) loss_cl: -0.2793 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [07:12:09.960624] Epoch: [341] [2200/2904] eta: 0:08:51 lr: 0.001581 loss: 0.1816 (0.1900) loss_rec_all: 0.2078 (0.2160) loss_rec_sfr: 0.2647 (0.2783) loss_cl: -0.2784 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [07:12:24.871295] Epoch: [341] [2220/2904] eta: 0:08:36 lr: 0.001581 loss: 0.1795 (0.1900) loss_rec_all: 0.2057 (0.2160) loss_rec_sfr: 0.2615 (0.2784) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [07:12:39.780322] Epoch: [341] [2240/2904] eta: 0:08:21 lr: 0.001581 loss: 0.1823 (0.1901) loss_rec_all: 0.2086 (0.2160) loss_rec_sfr: 0.2644 (0.2786) loss_cl: -0.2793 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [07:12:54.689377] Epoch: [341] [2260/2904] eta: 0:08:06 lr: 0.001581 loss: 0.1779 (0.1901) loss_rec_all: 0.2041 (0.2160) loss_rec_sfr: 0.2613 (0.2785) loss_cl: -0.2788 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [07:13:09.598251] Epoch: [341] [2280/2904] eta: 0:07:50 lr: 0.001581 loss: 0.1783 (0.1900) loss_rec_all: 0.2044 (0.2159) loss_rec_sfr: 0.2579 (0.2783) loss_cl: -0.2776 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [07:13:24.511672] Epoch: [341] [2300/2904] eta: 0:07:35 lr: 0.001581 loss: 0.1762 (0.1900) loss_rec_all: 0.2024 (0.2159) loss_rec_sfr: 0.2603 (0.2782) loss_cl: -0.2781 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [07:13:39.427714] Epoch: [341] [2320/2904] eta: 0:07:20 lr: 0.001581 loss: 0.1776 (0.1899) loss_rec_all: 0.2041 (0.2159) loss_rec_sfr: 0.2612 (0.2782) loss_cl: -0.2794 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [07:13:54.340766] Epoch: [341] [2340/2904] eta: 0:07:05 lr: 0.001581 loss: 0.1776 (0.1899) loss_rec_all: 0.2040 (0.2158) loss_rec_sfr: 0.2560 (0.2779) loss_cl: -0.2801 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [07:14:09.252740] Epoch: [341] [2360/2904] eta: 0:06:50 lr: 0.001581 loss: 0.1838 (0.1899) loss_rec_all: 0.2099 (0.2158) loss_rec_sfr: 0.2579 (0.2780) loss_cl: -0.2797 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [07:14:24.161338] Epoch: [341] [2380/2904] eta: 0:06:35 lr: 0.001581 loss: 0.1829 (0.1900) loss_rec_all: 0.2089 (0.2159) loss_rec_sfr: 0.2631 (0.2782) loss_cl: -0.2790 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [07:14:39.071396] Epoch: [341] [2400/2904] eta: 0:06:20 lr: 0.001581 loss: 0.1862 (0.1900) loss_rec_all: 0.2123 (0.2159) loss_rec_sfr: 0.2617 (0.2782) loss_cl: -0.2782 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [07:14:53.981095] Epoch: [341] [2420/2904] eta: 0:06:04 lr: 0.001581 loss: 0.1837 (0.1901) loss_rec_all: 0.2098 (0.2160) loss_rec_sfr: 0.2712 (0.2786) loss_cl: -0.2780 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [07:15:08.889161] Epoch: [341] [2440/2904] eta: 0:05:49 lr: 0.001581 loss: 0.1753 (0.1900) loss_rec_all: 0.2016 (0.2160) loss_rec_sfr: 0.2203 (0.2784) loss_cl: -0.2792 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [07:15:23.797389] Epoch: [341] [2460/2904] eta: 0:05:34 lr: 0.001581 loss: 0.1791 (0.1901) loss_rec_all: 0.2051 (0.2160) loss_rec_sfr: 0.2575 (0.2785) loss_cl: -0.2795 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [07:15:38.708826] Epoch: [341] [2480/2904] eta: 0:05:19 lr: 0.001581 loss: 0.1766 (0.1900) loss_rec_all: 0.2027 (0.2159) loss_rec_sfr: 0.2546 (0.2782) loss_cl: -0.2791 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [07:15:53.622526] Epoch: [341] [2500/2904] eta: 0:05:04 lr: 0.001581 loss: 0.1815 (0.1900) loss_rec_all: 0.2076 (0.2159) loss_rec_sfr: 0.2679 (0.2782) loss_cl: -0.2794 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [07:16:08.532927] Epoch: [341] [2520/2904] eta: 0:04:49 lr: 0.001581 loss: 0.1812 (0.1901) loss_rec_all: 0.2073 (0.2160) loss_rec_sfr: 0.2762 (0.2786) loss_cl: -0.2791 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [07:16:23.446827] Epoch: [341] [2540/2904] eta: 0:04:34 lr: 0.001581 loss: 0.1808 (0.1901) loss_rec_all: 0.2070 (0.2160) loss_rec_sfr: 0.2594 (0.2787) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [07:16:38.356492] Epoch: [341] [2560/2904] eta: 0:04:19 lr: 0.001581 loss: 0.1773 (0.1901) loss_rec_all: 0.2033 (0.2160) loss_rec_sfr: 0.2281 (0.2785) loss_cl: -0.2789 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [07:16:53.260817] Epoch: [341] [2580/2904] eta: 0:04:04 lr: 0.001581 loss: 0.1805 (0.1901) loss_rec_all: 0.2067 (0.2160) loss_rec_sfr: 0.2464 (0.2786) loss_cl: -0.2784 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [07:17:08.168274] Epoch: [341] [2600/2904] eta: 0:03:49 lr: 0.001581 loss: 0.1825 (0.1901) loss_rec_all: 0.2088 (0.2160) loss_rec_sfr: 0.2571 (0.2786) loss_cl: -0.2794 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [07:17:23.072564] Epoch: [341] [2620/2904] eta: 0:03:33 lr: 0.001581 loss: 0.1811 (0.1901) loss_rec_all: 0.2069 (0.2160) loss_rec_sfr: 0.2520 (0.2787) loss_cl: -0.2788 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [07:17:37.984480] Epoch: [341] [2640/2904] eta: 0:03:18 lr: 0.001581 loss: 0.1805 (0.1901) loss_rec_all: 0.2065 (0.2160) loss_rec_sfr: 0.2601 (0.2786) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [07:17:52.893257] Epoch: [341] [2660/2904] eta: 0:03:03 lr: 0.001581 loss: 0.1797 (0.1901) loss_rec_all: 0.2055 (0.2161) loss_rec_sfr: 0.2597 (0.2787) loss_cl: -0.2788 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [07:18:07.801319] Epoch: [341] [2680/2904] eta: 0:02:48 lr: 0.001581 loss: 0.1775 (0.1901) loss_rec_all: 0.2035 (0.2160) loss_rec_sfr: 0.2464 (0.2785) loss_cl: -0.2788 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [07:18:22.712500] Epoch: [341] [2700/2904] eta: 0:02:33 lr: 0.001581 loss: 0.1824 (0.1901) loss_rec_all: 0.2091 (0.2160) loss_rec_sfr: 0.2610 (0.2785) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [07:18:37.623075] Epoch: [341] [2720/2904] eta: 0:02:18 lr: 0.001581 loss: 0.1777 (0.1901) loss_rec_all: 0.2037 (0.2161) loss_rec_sfr: 0.2635 (0.2786) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [07:18:52.524387] Epoch: [341] [2740/2904] eta: 0:02:03 lr: 0.001581 loss: 0.1765 (0.1901) loss_rec_all: 0.2031 (0.2161) loss_rec_sfr: 0.2590 (0.2787) loss_cl: -0.2782 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [07:19:07.426251] Epoch: [341] [2760/2904] eta: 0:01:48 lr: 0.001580 loss: 0.1777 (0.1901) loss_rec_all: 0.2038 (0.2161) loss_rec_sfr: 0.2631 (0.2787) loss_cl: -0.2789 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [07:19:22.328779] Epoch: [341] [2780/2904] eta: 0:01:33 lr: 0.001580 loss: 0.1792 (0.1901) loss_rec_all: 0.2052 (0.2161) loss_rec_sfr: 0.2570 (0.2788) loss_cl: -0.2788 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [07:19:37.232652] Epoch: [341] [2800/2904] eta: 0:01:18 lr: 0.001580 loss: 0.1783 (0.1901) loss_rec_all: 0.2048 (0.2160) loss_rec_sfr: 0.2529 (0.2785) loss_cl: -0.2798 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [07:19:52.134112] Epoch: [341] [2820/2904] eta: 0:01:03 lr: 0.001580 loss: 0.1752 (0.1901) loss_rec_all: 0.2017 (0.2160) loss_rec_sfr: 0.2534 (0.2785) loss_cl: -0.2790 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [07:20:07.070444] Epoch: [341] [2840/2904] eta: 0:00:48 lr: 0.001580 loss: 0.1789 (0.1900) loss_rec_all: 0.2048 (0.2159) loss_rec_sfr: 0.2538 (0.2783) loss_cl: -0.2789 (-0.2788) time: 0.7468 data: 0.0023 max mem: 29860 [07:20:21.960462] Epoch: [341] [2860/2904] eta: 0:00:33 lr: 0.001580 loss: 0.1832 (0.1901) loss_rec_all: 0.2093 (0.2160) loss_rec_sfr: 0.2661 (0.2786) loss_cl: -0.2789 (-0.2788) time: 0.7445 data: 0.0001 max mem: 29860 [07:20:36.847834] Epoch: [341] [2880/2904] eta: 0:00:18 lr: 0.001580 loss: 0.1774 (0.1900) loss_rec_all: 0.2038 (0.2160) loss_rec_sfr: 0.2088 (0.2784) loss_cl: -0.2787 (-0.2788) time: 0.7443 data: 0.0001 max mem: 29860 [07:20:51.741347] Epoch: [341] [2900/2904] eta: 0:00:03 lr: 0.001580 loss: 0.1790 (0.1900) loss_rec_all: 0.2051 (0.2159) loss_rec_sfr: 0.2600 (0.2783) loss_cl: -0.2789 (-0.2788) time: 0.7446 data: 0.0001 max mem: 29860 [07:20:53.982260] Epoch: [341] [2903/2904] eta: 0:00:00 lr: 0.001580 loss: 0.1814 (0.1900) loss_rec_all: 0.2073 (0.2159) loss_rec_sfr: 0.2619 (0.2783) loss_cl: -0.2789 (-0.2788) time: 0.7446 data: 0.0001 max mem: 29860 [07:20:55.978168] Epoch: [341] Total time: 0:36:27 (0.7533 s / it) [07:20:55.996965] Averaged stats: lr: 0.001580 loss: 0.1814 (0.1920) loss_rec_all: 0.2073 (0.2156) loss_rec_sfr: 0.2619 (0.2773) loss_cl: -0.2789 (-0.2556) [07:20:56.001539] log_dir: ./checkpoint/VF2_ViT-B [07:21:14.952467] Epoch: [342] [ 0/2904] eta: 15:17:09 lr: 0.001580 loss: 0.1838 (0.1838) loss_rec_all: 0.2098 (0.2098) loss_rec_sfr: 0.2773 (0.2773) loss_cl: -0.2793 (-0.2793) time: 18.9495 data: 15.3426 max mem: 29860 [07:21:31.689034] Epoch: [342] [ 20/2904] eta: 1:21:40 lr: 0.001580 loss: 0.1769 (0.1834) loss_rec_all: 0.2034 (0.2095) loss_rec_sfr: 0.2573 (0.2511) loss_cl: -0.2787 (-0.2790) time: 0.8368 data: 0.0002 max mem: 29860 [07:21:46.565061] Epoch: [342] [ 40/2904] eta: 0:58:51 lr: 0.001580 loss: 0.1841 (0.1892) loss_rec_all: 0.2099 (0.2152) loss_rec_sfr: 0.2579 (0.2719) loss_cl: -0.2792 (-0.2790) time: 0.7438 data: 0.0002 max mem: 29860 [07:22:01.454987] Epoch: [342] [ 60/2904] eta: 0:50:51 lr: 0.001580 loss: 0.1786 (0.1881) loss_rec_all: 0.2047 (0.2142) loss_rec_sfr: 0.2595 (0.2702) loss_cl: -0.2798 (-0.2793) time: 0.7445 data: 0.0002 max mem: 29860 [07:22:16.345586] Epoch: [342] [ 80/2904] eta: 0:46:40 lr: 0.001580 loss: 0.1772 (0.1878) loss_rec_all: 0.2031 (0.2139) loss_rec_sfr: 0.2644 (0.2721) loss_cl: -0.2790 (-0.2792) time: 0.7445 data: 0.0002 max mem: 29860 [07:22:31.249527] Epoch: [342] [ 100/2904] eta: 0:44:04 lr: 0.001580 loss: 0.1810 (0.1881) loss_rec_all: 0.2071 (0.2141) loss_rec_sfr: 0.2534 (0.2721) loss_cl: -0.2786 (-0.2791) time: 0.7452 data: 0.0002 max mem: 29860 [07:22:46.156472] Epoch: [342] [ 120/2904] eta: 0:42:14 lr: 0.001580 loss: 0.1789 (0.1888) loss_rec_all: 0.2048 (0.2148) loss_rec_sfr: 0.2608 (0.2744) loss_cl: -0.2776 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [07:23:01.082732] Epoch: [342] [ 140/2904] eta: 0:40:51 lr: 0.001580 loss: 0.1792 (0.1897) loss_rec_all: 0.2054 (0.2157) loss_rec_sfr: 0.2613 (0.2774) loss_cl: -0.2784 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [07:23:15.981989] Epoch: [342] [ 160/2904] eta: 0:39:45 lr: 0.001580 loss: 0.1798 (0.1902) loss_rec_all: 0.2058 (0.2162) loss_rec_sfr: 0.2643 (0.2801) loss_cl: -0.2791 (-0.2788) time: 0.7449 data: 0.0002 max mem: 29860 [07:23:31.037566] Epoch: [342] [ 180/2904] eta: 0:38:53 lr: 0.001580 loss: 0.1800 (0.1907) loss_rec_all: 0.2067 (0.2166) loss_rec_sfr: 0.2581 (0.2808) loss_cl: -0.2801 (-0.2790) time: 0.7527 data: 0.0002 max mem: 29860 [07:23:45.943951] Epoch: [342] [ 200/2904] eta: 0:38:06 lr: 0.001580 loss: 0.1851 (0.1911) loss_rec_all: 0.2109 (0.2171) loss_rec_sfr: 0.2744 (0.2837) loss_cl: -0.2795 (-0.2790) time: 0.7453 data: 0.0002 max mem: 29860 [07:24:00.853526] Epoch: [342] [ 220/2904] eta: 0:37:24 lr: 0.001580 loss: 0.1803 (0.1911) loss_rec_all: 0.2062 (0.2170) loss_rec_sfr: 0.2623 (0.2839) loss_cl: -0.2785 (-0.2790) time: 0.7454 data: 0.0002 max mem: 29860 [07:24:15.764446] Epoch: [342] [ 240/2904] eta: 0:36:48 lr: 0.001580 loss: 0.1809 (0.1911) loss_rec_all: 0.2065 (0.2170) loss_rec_sfr: 0.2564 (0.2836) loss_cl: -0.2779 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [07:24:30.703810] Epoch: [342] [ 260/2904] eta: 0:36:14 lr: 0.001580 loss: 0.1774 (0.1907) loss_rec_all: 0.2037 (0.2166) loss_rec_sfr: 0.2603 (0.2823) loss_cl: -0.2784 (-0.2789) time: 0.7469 data: 0.0002 max mem: 29860 [07:24:45.610781] Epoch: [342] [ 280/2904] eta: 0:35:43 lr: 0.001580 loss: 0.1806 (0.1906) loss_rec_all: 0.2067 (0.2165) loss_rec_sfr: 0.2239 (0.2808) loss_cl: -0.2790 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [07:25:00.520357] Epoch: [342] [ 300/2904] eta: 0:35:15 lr: 0.001580 loss: 0.1810 (0.1907) loss_rec_all: 0.2071 (0.2167) loss_rec_sfr: 0.2522 (0.2808) loss_cl: -0.2799 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [07:25:15.425711] Epoch: [342] [ 320/2904] eta: 0:34:48 lr: 0.001580 loss: 0.1836 (0.1909) loss_rec_all: 0.2096 (0.2168) loss_rec_sfr: 0.2568 (0.2815) loss_cl: -0.2782 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [07:25:30.332906] Epoch: [342] [ 340/2904] eta: 0:34:22 lr: 0.001580 loss: 0.1774 (0.1903) loss_rec_all: 0.2033 (0.2163) loss_rec_sfr: 0.2572 (0.2801) loss_cl: -0.2794 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [07:25:45.239112] Epoch: [342] [ 360/2904] eta: 0:33:58 lr: 0.001580 loss: 0.1767 (0.1899) loss_rec_all: 0.2030 (0.2158) loss_rec_sfr: 0.2602 (0.2788) loss_cl: -0.2793 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [07:26:00.148200] Epoch: [342] [ 380/2904] eta: 0:33:34 lr: 0.001580 loss: 0.1868 (0.1904) loss_rec_all: 0.2128 (0.2163) loss_rec_sfr: 0.2592 (0.2803) loss_cl: -0.2787 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [07:26:15.058426] Epoch: [342] [ 400/2904] eta: 0:33:12 lr: 0.001580 loss: 0.1812 (0.1903) loss_rec_all: 0.2073 (0.2162) loss_rec_sfr: 0.2560 (0.2800) loss_cl: -0.2781 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [07:26:29.969060] Epoch: [342] [ 420/2904] eta: 0:32:50 lr: 0.001580 loss: 0.1794 (0.1902) loss_rec_all: 0.2057 (0.2161) loss_rec_sfr: 0.2450 (0.2794) loss_cl: -0.2792 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [07:26:44.873920] Epoch: [342] [ 440/2904] eta: 0:32:29 lr: 0.001580 loss: 0.1748 (0.1900) loss_rec_all: 0.2014 (0.2160) loss_rec_sfr: 0.2616 (0.2791) loss_cl: -0.2798 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [07:26:59.777176] Epoch: [342] [ 460/2904] eta: 0:32:08 lr: 0.001579 loss: 0.1784 (0.1902) loss_rec_all: 0.2050 (0.2162) loss_rec_sfr: 0.2532 (0.2797) loss_cl: -0.2793 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [07:27:14.684551] Epoch: [342] [ 480/2904] eta: 0:31:48 lr: 0.001579 loss: 0.1767 (0.1901) loss_rec_all: 0.2028 (0.2160) loss_rec_sfr: 0.2543 (0.2792) loss_cl: -0.2789 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [07:27:29.592003] Epoch: [342] [ 500/2904] eta: 0:31:28 lr: 0.001579 loss: 0.1818 (0.1901) loss_rec_all: 0.2082 (0.2161) loss_rec_sfr: 0.2486 (0.2790) loss_cl: -0.2790 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [07:27:44.499673] Epoch: [342] [ 520/2904] eta: 0:31:09 lr: 0.001579 loss: 0.1770 (0.1901) loss_rec_all: 0.2032 (0.2161) loss_rec_sfr: 0.2570 (0.2792) loss_cl: -0.2791 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [07:27:59.414821] Epoch: [342] [ 540/2904] eta: 0:30:50 lr: 0.001579 loss: 0.1830 (0.1905) loss_rec_all: 0.2092 (0.2164) loss_rec_sfr: 0.2664 (0.2805) loss_cl: -0.2784 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [07:28:14.324564] Epoch: [342] [ 560/2904] eta: 0:30:31 lr: 0.001579 loss: 0.1792 (0.1906) loss_rec_all: 0.2050 (0.2165) loss_rec_sfr: 0.2514 (0.2810) loss_cl: -0.2776 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [07:28:29.234879] Epoch: [342] [ 580/2904] eta: 0:30:12 lr: 0.001579 loss: 0.1807 (0.1905) loss_rec_all: 0.2067 (0.2164) loss_rec_sfr: 0.2593 (0.2807) loss_cl: -0.2782 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [07:28:44.145171] Epoch: [342] [ 600/2904] eta: 0:29:54 lr: 0.001579 loss: 0.1785 (0.1902) loss_rec_all: 0.2047 (0.2161) loss_rec_sfr: 0.2550 (0.2796) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [07:28:59.053791] Epoch: [342] [ 620/2904] eta: 0:29:36 lr: 0.001579 loss: 0.1811 (0.1902) loss_rec_all: 0.2073 (0.2162) loss_rec_sfr: 0.2627 (0.2799) loss_cl: -0.2797 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [07:29:13.966833] Epoch: [342] [ 640/2904] eta: 0:29:18 lr: 0.001579 loss: 0.1805 (0.1902) loss_rec_all: 0.2071 (0.2161) loss_rec_sfr: 0.2598 (0.2795) loss_cl: -0.2794 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [07:29:28.881246] Epoch: [342] [ 660/2904] eta: 0:29:01 lr: 0.001579 loss: 0.1803 (0.1904) loss_rec_all: 0.2067 (0.2163) loss_rec_sfr: 0.2640 (0.2805) loss_cl: -0.2796 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [07:29:43.796652] Epoch: [342] [ 680/2904] eta: 0:28:43 lr: 0.001579 loss: 0.1760 (0.1902) loss_rec_all: 0.2017 (0.2161) loss_rec_sfr: 0.2556 (0.2798) loss_cl: -0.2785 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [07:29:58.705074] Epoch: [342] [ 700/2904] eta: 0:28:26 lr: 0.001579 loss: 0.1779 (0.1900) loss_rec_all: 0.2036 (0.2160) loss_rec_sfr: 0.2587 (0.2794) loss_cl: -0.2782 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [07:30:13.611216] Epoch: [342] [ 720/2904] eta: 0:28:08 lr: 0.001579 loss: 0.1775 (0.1901) loss_rec_all: 0.2034 (0.2160) loss_rec_sfr: 0.2636 (0.2796) loss_cl: -0.2773 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [07:30:28.521126] Epoch: [342] [ 740/2904] eta: 0:27:51 lr: 0.001579 loss: 0.1766 (0.1898) loss_rec_all: 0.2028 (0.2157) loss_rec_sfr: 0.2433 (0.2785) loss_cl: -0.2783 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [07:30:43.430126] Epoch: [342] [ 760/2904] eta: 0:27:34 lr: 0.001579 loss: 0.1747 (0.1896) loss_rec_all: 0.2010 (0.2155) loss_rec_sfr: 0.2159 (0.2776) loss_cl: -0.2794 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [07:30:58.342761] Epoch: [342] [ 780/2904] eta: 0:27:18 lr: 0.001579 loss: 0.1811 (0.1897) loss_rec_all: 0.2072 (0.2156) loss_rec_sfr: 0.2696 (0.2782) loss_cl: -0.2801 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [07:31:13.248953] Epoch: [342] [ 800/2904] eta: 0:27:01 lr: 0.001579 loss: 0.1797 (0.1897) loss_rec_all: 0.2056 (0.2157) loss_rec_sfr: 0.2581 (0.2783) loss_cl: -0.2787 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [07:31:28.151975] Epoch: [342] [ 820/2904] eta: 0:26:44 lr: 0.001579 loss: 0.1804 (0.1899) loss_rec_all: 0.2065 (0.2158) loss_rec_sfr: 0.2655 (0.2789) loss_cl: -0.2789 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [07:31:43.061093] Epoch: [342] [ 840/2904] eta: 0:26:27 lr: 0.001579 loss: 0.1861 (0.1901) loss_rec_all: 0.2119 (0.2160) loss_rec_sfr: 0.2751 (0.2797) loss_cl: -0.2784 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [07:31:57.976259] Epoch: [342] [ 860/2904] eta: 0:26:11 lr: 0.001579 loss: 0.1770 (0.1901) loss_rec_all: 0.2032 (0.2160) loss_rec_sfr: 0.2173 (0.2796) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [07:32:12.895825] Epoch: [342] [ 880/2904] eta: 0:25:55 lr: 0.001579 loss: 0.1818 (0.1900) loss_rec_all: 0.2077 (0.2160) loss_rec_sfr: 0.2521 (0.2793) loss_cl: -0.2784 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [07:32:27.813537] Epoch: [342] [ 900/2904] eta: 0:25:38 lr: 0.001579 loss: 0.1809 (0.1901) loss_rec_all: 0.2068 (0.2161) loss_rec_sfr: 0.2603 (0.2797) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [07:32:42.734518] Epoch: [342] [ 920/2904] eta: 0:25:22 lr: 0.001579 loss: 0.1757 (0.1900) loss_rec_all: 0.2016 (0.2159) loss_rec_sfr: 0.2569 (0.2795) loss_cl: -0.2784 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [07:32:57.649309] Epoch: [342] [ 940/2904] eta: 0:25:06 lr: 0.001579 loss: 0.1795 (0.1898) loss_rec_all: 0.2059 (0.2158) loss_rec_sfr: 0.2549 (0.2790) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [07:33:12.564014] Epoch: [342] [ 960/2904] eta: 0:24:49 lr: 0.001579 loss: 0.1775 (0.1897) loss_rec_all: 0.2034 (0.2156) loss_rec_sfr: 0.2546 (0.2785) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [07:33:27.478616] Epoch: [342] [ 980/2904] eta: 0:24:33 lr: 0.001579 loss: 0.1828 (0.1896) loss_rec_all: 0.2089 (0.2155) loss_rec_sfr: 0.2567 (0.2781) loss_cl: -0.2794 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [07:33:42.392958] Epoch: [342] [1000/2904] eta: 0:24:17 lr: 0.001579 loss: 0.1827 (0.1897) loss_rec_all: 0.2088 (0.2156) loss_rec_sfr: 0.2583 (0.2784) loss_cl: -0.2794 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [07:33:57.310442] Epoch: [342] [1020/2904] eta: 0:24:01 lr: 0.001579 loss: 0.1825 (0.1898) loss_rec_all: 0.2085 (0.2157) loss_rec_sfr: 0.2667 (0.2786) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [07:34:12.227218] Epoch: [342] [1040/2904] eta: 0:23:45 lr: 0.001579 loss: 0.1762 (0.1897) loss_rec_all: 0.2023 (0.2156) loss_rec_sfr: 0.2552 (0.2783) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [07:34:27.143460] Epoch: [342] [1060/2904] eta: 0:23:29 lr: 0.001579 loss: 0.1799 (0.1897) loss_rec_all: 0.2063 (0.2157) loss_rec_sfr: 0.2516 (0.2784) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [07:34:42.059474] Epoch: [342] [1080/2904] eta: 0:23:13 lr: 0.001578 loss: 0.1779 (0.1897) loss_rec_all: 0.2042 (0.2156) loss_rec_sfr: 0.2504 (0.2783) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [07:34:56.975560] Epoch: [342] [1100/2904] eta: 0:22:57 lr: 0.001578 loss: 0.1803 (0.1897) loss_rec_all: 0.2063 (0.2156) loss_rec_sfr: 0.2563 (0.2781) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [07:35:11.889083] Epoch: [342] [1120/2904] eta: 0:22:42 lr: 0.001578 loss: 0.1756 (0.1896) loss_rec_all: 0.2021 (0.2155) loss_rec_sfr: 0.2555 (0.2778) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [07:35:26.802823] Epoch: [342] [1140/2904] eta: 0:22:26 lr: 0.001578 loss: 0.1792 (0.1895) loss_rec_all: 0.2053 (0.2155) loss_rec_sfr: 0.2516 (0.2775) loss_cl: -0.2797 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [07:35:41.724165] Epoch: [342] [1160/2904] eta: 0:22:10 lr: 0.001578 loss: 0.1770 (0.1894) loss_rec_all: 0.2034 (0.2154) loss_rec_sfr: 0.2254 (0.2770) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [07:35:56.637718] Epoch: [342] [1180/2904] eta: 0:21:54 lr: 0.001578 loss: 0.1785 (0.1894) loss_rec_all: 0.2052 (0.2154) loss_rec_sfr: 0.2563 (0.2768) loss_cl: -0.2796 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [07:36:11.551485] Epoch: [342] [1200/2904] eta: 0:21:38 lr: 0.001578 loss: 0.1837 (0.1894) loss_rec_all: 0.2097 (0.2154) loss_rec_sfr: 0.2660 (0.2769) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [07:36:26.467717] Epoch: [342] [1220/2904] eta: 0:21:23 lr: 0.001578 loss: 0.1808 (0.1895) loss_rec_all: 0.2068 (0.2154) loss_rec_sfr: 0.2648 (0.2770) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [07:36:41.376222] Epoch: [342] [1240/2904] eta: 0:21:07 lr: 0.001578 loss: 0.1803 (0.1895) loss_rec_all: 0.2067 (0.2155) loss_rec_sfr: 0.2580 (0.2773) loss_cl: -0.2784 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [07:36:56.288680] Epoch: [342] [1260/2904] eta: 0:20:51 lr: 0.001578 loss: 0.1784 (0.1896) loss_rec_all: 0.2049 (0.2155) loss_rec_sfr: 0.2509 (0.2773) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [07:37:11.207536] Epoch: [342] [1280/2904] eta: 0:20:36 lr: 0.001578 loss: 0.1814 (0.1896) loss_rec_all: 0.2078 (0.2155) loss_rec_sfr: 0.2556 (0.2773) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [07:37:26.123604] Epoch: [342] [1300/2904] eta: 0:20:20 lr: 0.001578 loss: 0.1768 (0.1894) loss_rec_all: 0.2028 (0.2154) loss_rec_sfr: 0.2537 (0.2768) loss_cl: -0.2799 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [07:37:41.040985] Epoch: [342] [1320/2904] eta: 0:20:05 lr: 0.001578 loss: 0.1872 (0.1895) loss_rec_all: 0.2134 (0.2155) loss_rec_sfr: 0.2577 (0.2771) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [07:37:55.956847] Epoch: [342] [1340/2904] eta: 0:19:49 lr: 0.001578 loss: 0.1808 (0.1896) loss_rec_all: 0.2067 (0.2155) loss_rec_sfr: 0.2580 (0.2772) loss_cl: -0.2782 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [07:38:10.874844] Epoch: [342] [1360/2904] eta: 0:19:33 lr: 0.001578 loss: 0.1754 (0.1895) loss_rec_all: 0.2019 (0.2155) loss_rec_sfr: 0.2563 (0.2771) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [07:38:25.786569] Epoch: [342] [1380/2904] eta: 0:19:18 lr: 0.001578 loss: 0.1775 (0.1895) loss_rec_all: 0.2040 (0.2154) loss_rec_sfr: 0.2272 (0.2769) loss_cl: -0.2791 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [07:38:40.698146] Epoch: [342] [1400/2904] eta: 0:19:02 lr: 0.001578 loss: 0.1862 (0.1896) loss_rec_all: 0.2122 (0.2155) loss_rec_sfr: 0.2600 (0.2772) loss_cl: -0.2791 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [07:38:55.611338] Epoch: [342] [1420/2904] eta: 0:18:47 lr: 0.001578 loss: 0.1818 (0.1897) loss_rec_all: 0.2078 (0.2156) loss_rec_sfr: 0.2643 (0.2777) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [07:39:10.529747] Epoch: [342] [1440/2904] eta: 0:18:31 lr: 0.001578 loss: 0.1759 (0.1896) loss_rec_all: 0.2019 (0.2156) loss_rec_sfr: 0.2145 (0.2774) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [07:39:25.440744] Epoch: [342] [1460/2904] eta: 0:18:16 lr: 0.001578 loss: 0.1843 (0.1897) loss_rec_all: 0.2106 (0.2157) loss_rec_sfr: 0.2610 (0.2776) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [07:39:40.351954] Epoch: [342] [1480/2904] eta: 0:18:01 lr: 0.001578 loss: 0.1807 (0.1898) loss_rec_all: 0.2073 (0.2157) loss_rec_sfr: 0.2536 (0.2777) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [07:39:55.269870] Epoch: [342] [1500/2904] eta: 0:17:45 lr: 0.001578 loss: 0.1796 (0.1897) loss_rec_all: 0.2055 (0.2157) loss_rec_sfr: 0.2550 (0.2775) loss_cl: -0.2794 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [07:40:10.188354] Epoch: [342] [1520/2904] eta: 0:17:30 lr: 0.001578 loss: 0.1800 (0.1898) loss_rec_all: 0.2060 (0.2157) loss_rec_sfr: 0.2575 (0.2776) loss_cl: -0.2790 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [07:40:25.106438] Epoch: [342] [1540/2904] eta: 0:17:14 lr: 0.001578 loss: 0.1855 (0.1899) loss_rec_all: 0.2118 (0.2158) loss_rec_sfr: 0.2563 (0.2777) loss_cl: -0.2789 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [07:40:40.017440] Epoch: [342] [1560/2904] eta: 0:16:59 lr: 0.001578 loss: 0.1781 (0.1898) loss_rec_all: 0.2044 (0.2158) loss_rec_sfr: 0.2287 (0.2776) loss_cl: -0.2789 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [07:40:54.930156] Epoch: [342] [1580/2904] eta: 0:16:43 lr: 0.001578 loss: 0.1778 (0.1897) loss_rec_all: 0.2037 (0.2156) loss_rec_sfr: 0.2492 (0.2771) loss_cl: -0.2790 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [07:41:09.845836] Epoch: [342] [1600/2904] eta: 0:16:28 lr: 0.001578 loss: 0.1835 (0.1898) loss_rec_all: 0.2099 (0.2158) loss_rec_sfr: 0.2603 (0.2775) loss_cl: -0.2790 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [07:41:24.765744] Epoch: [342] [1620/2904] eta: 0:16:13 lr: 0.001578 loss: 0.1781 (0.1898) loss_rec_all: 0.2039 (0.2157) loss_rec_sfr: 0.2578 (0.2773) loss_cl: -0.2795 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [07:41:39.679617] Epoch: [342] [1640/2904] eta: 0:15:57 lr: 0.001578 loss: 0.1784 (0.1898) loss_rec_all: 0.2048 (0.2158) loss_rec_sfr: 0.2658 (0.2775) loss_cl: -0.2787 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [07:41:54.592560] Epoch: [342] [1660/2904] eta: 0:15:42 lr: 0.001578 loss: 0.1846 (0.1899) loss_rec_all: 0.2105 (0.2159) loss_rec_sfr: 0.2631 (0.2778) loss_cl: -0.2786 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [07:42:09.508294] Epoch: [342] [1680/2904] eta: 0:15:27 lr: 0.001578 loss: 0.1799 (0.1899) loss_rec_all: 0.2057 (0.2159) loss_rec_sfr: 0.2603 (0.2779) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [07:42:24.425563] Epoch: [342] [1700/2904] eta: 0:15:11 lr: 0.001577 loss: 0.1786 (0.1899) loss_rec_all: 0.2045 (0.2158) loss_rec_sfr: 0.2556 (0.2778) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [07:42:39.344267] Epoch: [342] [1720/2904] eta: 0:14:56 lr: 0.001577 loss: 0.1805 (0.1899) loss_rec_all: 0.2068 (0.2158) loss_rec_sfr: 0.2541 (0.2776) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [07:42:54.254832] Epoch: [342] [1740/2904] eta: 0:14:41 lr: 0.001577 loss: 0.1775 (0.1898) loss_rec_all: 0.2037 (0.2157) loss_rec_sfr: 0.2584 (0.2773) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [07:43:09.168394] Epoch: [342] [1760/2904] eta: 0:14:26 lr: 0.001577 loss: 0.1789 (0.1897) loss_rec_all: 0.2048 (0.2157) loss_rec_sfr: 0.2617 (0.2773) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [07:43:24.086885] Epoch: [342] [1780/2904] eta: 0:14:10 lr: 0.001577 loss: 0.1830 (0.1898) loss_rec_all: 0.2087 (0.2157) loss_rec_sfr: 0.2767 (0.2776) loss_cl: -0.2781 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [07:43:39.007833] Epoch: [342] [1800/2904] eta: 0:13:55 lr: 0.001577 loss: 0.1825 (0.1899) loss_rec_all: 0.2087 (0.2158) loss_rec_sfr: 0.2591 (0.2778) loss_cl: -0.2793 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [07:43:53.919829] Epoch: [342] [1820/2904] eta: 0:13:40 lr: 0.001577 loss: 0.1782 (0.1898) loss_rec_all: 0.2046 (0.2158) loss_rec_sfr: 0.2562 (0.2777) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [07:44:08.839022] Epoch: [342] [1840/2904] eta: 0:13:24 lr: 0.001577 loss: 0.1768 (0.1897) loss_rec_all: 0.2034 (0.2157) loss_rec_sfr: 0.2572 (0.2774) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [07:44:23.755697] Epoch: [342] [1860/2904] eta: 0:13:09 lr: 0.001577 loss: 0.1769 (0.1897) loss_rec_all: 0.2029 (0.2157) loss_rec_sfr: 0.2166 (0.2773) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [07:44:38.666940] Epoch: [342] [1880/2904] eta: 0:12:54 lr: 0.001577 loss: 0.1780 (0.1897) loss_rec_all: 0.2042 (0.2157) loss_rec_sfr: 0.2568 (0.2773) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [07:44:53.579076] Epoch: [342] [1900/2904] eta: 0:12:39 lr: 0.001577 loss: 0.1757 (0.1897) loss_rec_all: 0.2023 (0.2156) loss_rec_sfr: 0.2520 (0.2772) loss_cl: -0.2795 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [07:45:08.488077] Epoch: [342] [1920/2904] eta: 0:12:23 lr: 0.001577 loss: 0.1786 (0.1897) loss_rec_all: 0.2047 (0.2156) loss_rec_sfr: 0.2627 (0.2773) loss_cl: -0.2789 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [07:45:23.406494] Epoch: [342] [1940/2904] eta: 0:12:08 lr: 0.001577 loss: 0.1777 (0.1896) loss_rec_all: 0.2039 (0.2156) loss_rec_sfr: 0.2579 (0.2772) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [07:45:38.320679] Epoch: [342] [1960/2904] eta: 0:11:53 lr: 0.001577 loss: 0.1800 (0.1897) loss_rec_all: 0.2062 (0.2156) loss_rec_sfr: 0.2513 (0.2772) loss_cl: -0.2784 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [07:45:53.231458] Epoch: [342] [1980/2904] eta: 0:11:38 lr: 0.001577 loss: 0.1767 (0.1896) loss_rec_all: 0.2030 (0.2156) loss_rec_sfr: 0.2466 (0.2770) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [07:46:08.142603] Epoch: [342] [2000/2904] eta: 0:11:23 lr: 0.001577 loss: 0.1780 (0.1895) loss_rec_all: 0.2041 (0.2155) loss_rec_sfr: 0.2612 (0.2767) loss_cl: -0.2796 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [07:46:23.055333] Epoch: [342] [2020/2904] eta: 0:11:07 lr: 0.001577 loss: 0.1803 (0.1895) loss_rec_all: 0.2062 (0.2154) loss_rec_sfr: 0.2526 (0.2765) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [07:46:37.963919] Epoch: [342] [2040/2904] eta: 0:10:52 lr: 0.001577 loss: 0.1802 (0.1895) loss_rec_all: 0.2064 (0.2154) loss_rec_sfr: 0.2575 (0.2765) loss_cl: -0.2786 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [07:46:52.872945] Epoch: [342] [2060/2904] eta: 0:10:37 lr: 0.001577 loss: 0.1809 (0.1894) loss_rec_all: 0.2067 (0.2154) loss_rec_sfr: 0.2605 (0.2764) loss_cl: -0.2789 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [07:47:07.782648] Epoch: [342] [2080/2904] eta: 0:10:22 lr: 0.001577 loss: 0.1787 (0.1894) loss_rec_all: 0.2048 (0.2154) loss_rec_sfr: 0.2591 (0.2763) loss_cl: -0.2784 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [07:47:22.700122] Epoch: [342] [2100/2904] eta: 0:10:07 lr: 0.001577 loss: 0.1805 (0.1894) loss_rec_all: 0.2068 (0.2154) loss_rec_sfr: 0.2640 (0.2764) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [07:47:37.611395] Epoch: [342] [2120/2904] eta: 0:09:51 lr: 0.001577 loss: 0.1813 (0.1894) loss_rec_all: 0.2074 (0.2154) loss_rec_sfr: 0.2582 (0.2765) loss_cl: -0.2795 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [07:47:52.521914] Epoch: [342] [2140/2904] eta: 0:09:36 lr: 0.001577 loss: 0.1789 (0.1894) loss_rec_all: 0.2051 (0.2154) loss_rec_sfr: 0.2547 (0.2764) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [07:48:07.432149] Epoch: [342] [2160/2904] eta: 0:09:21 lr: 0.001577 loss: 0.1790 (0.1894) loss_rec_all: 0.2049 (0.2154) loss_rec_sfr: 0.2590 (0.2765) loss_cl: -0.2782 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [07:48:22.341482] Epoch: [342] [2180/2904] eta: 0:09:06 lr: 0.001577 loss: 0.1807 (0.1895) loss_rec_all: 0.2069 (0.2154) loss_rec_sfr: 0.2621 (0.2766) loss_cl: -0.2798 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [07:48:37.252248] Epoch: [342] [2200/2904] eta: 0:08:51 lr: 0.001577 loss: 0.1769 (0.1895) loss_rec_all: 0.2028 (0.2155) loss_rec_sfr: 0.2619 (0.2769) loss_cl: -0.2795 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [07:48:52.162554] Epoch: [342] [2220/2904] eta: 0:08:36 lr: 0.001577 loss: 0.1809 (0.1895) loss_rec_all: 0.2071 (0.2155) loss_rec_sfr: 0.2245 (0.2768) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [07:49:07.073640] Epoch: [342] [2240/2904] eta: 0:08:21 lr: 0.001577 loss: 0.1826 (0.1895) loss_rec_all: 0.2088 (0.2155) loss_rec_sfr: 0.2644 (0.2770) loss_cl: -0.2792 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [07:49:21.981967] Epoch: [342] [2260/2904] eta: 0:08:05 lr: 0.001577 loss: 0.1787 (0.1896) loss_rec_all: 0.2051 (0.2155) loss_rec_sfr: 0.2549 (0.2771) loss_cl: -0.2787 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [07:49:36.894228] Epoch: [342] [2280/2904] eta: 0:07:50 lr: 0.001577 loss: 0.1836 (0.1896) loss_rec_all: 0.2099 (0.2155) loss_rec_sfr: 0.2573 (0.2770) loss_cl: -0.2784 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [07:49:51.805972] Epoch: [342] [2300/2904] eta: 0:07:35 lr: 0.001577 loss: 0.1820 (0.1896) loss_rec_all: 0.2080 (0.2155) loss_rec_sfr: 0.2633 (0.2770) loss_cl: -0.2783 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [07:50:06.715215] Epoch: [342] [2320/2904] eta: 0:07:20 lr: 0.001576 loss: 0.1785 (0.1896) loss_rec_all: 0.2050 (0.2155) loss_rec_sfr: 0.2224 (0.2768) loss_cl: -0.2790 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [07:50:21.624018] Epoch: [342] [2340/2904] eta: 0:07:05 lr: 0.001576 loss: 0.1779 (0.1895) loss_rec_all: 0.2039 (0.2155) loss_rec_sfr: 0.2512 (0.2767) loss_cl: -0.2792 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [07:50:36.530228] Epoch: [342] [2360/2904] eta: 0:06:50 lr: 0.001576 loss: 0.1793 (0.1895) loss_rec_all: 0.2053 (0.2155) loss_rec_sfr: 0.2632 (0.2768) loss_cl: -0.2789 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [07:50:51.441594] Epoch: [342] [2380/2904] eta: 0:06:35 lr: 0.001576 loss: 0.1790 (0.1895) loss_rec_all: 0.2055 (0.2154) loss_rec_sfr: 0.2626 (0.2766) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [07:51:06.349310] Epoch: [342] [2400/2904] eta: 0:06:19 lr: 0.001576 loss: 0.1769 (0.1894) loss_rec_all: 0.2034 (0.2154) loss_rec_sfr: 0.2502 (0.2764) loss_cl: -0.2785 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [07:51:21.254589] Epoch: [342] [2420/2904] eta: 0:06:04 lr: 0.001576 loss: 0.1781 (0.1895) loss_rec_all: 0.2042 (0.2154) loss_rec_sfr: 0.2659 (0.2766) loss_cl: -0.2784 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [07:51:36.163292] Epoch: [342] [2440/2904] eta: 0:05:49 lr: 0.001576 loss: 0.1799 (0.1895) loss_rec_all: 0.2061 (0.2155) loss_rec_sfr: 0.2706 (0.2767) loss_cl: -0.2789 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [07:51:51.071200] Epoch: [342] [2460/2904] eta: 0:05:34 lr: 0.001576 loss: 0.1767 (0.1895) loss_rec_all: 0.2035 (0.2154) loss_rec_sfr: 0.2244 (0.2764) loss_cl: -0.2792 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [07:52:05.978601] Epoch: [342] [2480/2904] eta: 0:05:19 lr: 0.001576 loss: 0.1803 (0.1895) loss_rec_all: 0.2068 (0.2155) loss_rec_sfr: 0.2594 (0.2766) loss_cl: -0.2793 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [07:52:20.887879] Epoch: [342] [2500/2904] eta: 0:05:04 lr: 0.001576 loss: 0.1822 (0.1895) loss_rec_all: 0.2088 (0.2155) loss_rec_sfr: 0.2571 (0.2767) loss_cl: -0.2800 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [07:52:35.798707] Epoch: [342] [2520/2904] eta: 0:04:49 lr: 0.001576 loss: 0.1766 (0.1895) loss_rec_all: 0.2030 (0.2155) loss_rec_sfr: 0.2533 (0.2765) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [07:52:50.705969] Epoch: [342] [2540/2904] eta: 0:04:34 lr: 0.001576 loss: 0.1785 (0.1895) loss_rec_all: 0.2046 (0.2155) loss_rec_sfr: 0.2622 (0.2766) loss_cl: -0.2781 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [07:53:05.614364] Epoch: [342] [2560/2904] eta: 0:04:19 lr: 0.001576 loss: 0.1789 (0.1895) loss_rec_all: 0.2048 (0.2154) loss_rec_sfr: 0.2453 (0.2765) loss_cl: -0.2783 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [07:53:20.526324] Epoch: [342] [2580/2904] eta: 0:04:04 lr: 0.001576 loss: 0.1845 (0.1895) loss_rec_all: 0.2109 (0.2155) loss_rec_sfr: 0.2599 (0.2767) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [07:53:35.437781] Epoch: [342] [2600/2904] eta: 0:03:49 lr: 0.001576 loss: 0.1776 (0.1895) loss_rec_all: 0.2038 (0.2154) loss_rec_sfr: 0.2209 (0.2765) loss_cl: -0.2782 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [07:53:50.355403] Epoch: [342] [2620/2904] eta: 0:03:33 lr: 0.001576 loss: 0.1800 (0.1895) loss_rec_all: 0.2065 (0.2154) loss_rec_sfr: 0.2511 (0.2764) loss_cl: -0.2796 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [07:54:05.266536] Epoch: [342] [2640/2904] eta: 0:03:18 lr: 0.001576 loss: 0.1779 (0.1894) loss_rec_all: 0.2039 (0.2154) loss_rec_sfr: 0.2572 (0.2763) loss_cl: -0.2795 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [07:54:20.173886] Epoch: [342] [2660/2904] eta: 0:03:03 lr: 0.001576 loss: 0.1818 (0.1895) loss_rec_all: 0.2081 (0.2154) loss_rec_sfr: 0.2657 (0.2763) loss_cl: -0.2803 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [07:54:35.081642] Epoch: [342] [2680/2904] eta: 0:02:48 lr: 0.001576 loss: 0.1847 (0.1896) loss_rec_all: 0.2106 (0.2155) loss_rec_sfr: 0.2716 (0.2768) loss_cl: -0.2785 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [07:54:49.986017] Epoch: [342] [2700/2904] eta: 0:02:33 lr: 0.001576 loss: 0.1813 (0.1896) loss_rec_all: 0.2076 (0.2155) loss_rec_sfr: 0.2637 (0.2767) loss_cl: -0.2784 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [07:55:04.896118] Epoch: [342] [2720/2904] eta: 0:02:18 lr: 0.001576 loss: 0.1791 (0.1896) loss_rec_all: 0.2055 (0.2155) loss_rec_sfr: 0.2523 (0.2767) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [07:55:19.805569] Epoch: [342] [2740/2904] eta: 0:02:03 lr: 0.001576 loss: 0.1777 (0.1895) loss_rec_all: 0.2039 (0.2155) loss_rec_sfr: 0.2553 (0.2765) loss_cl: -0.2790 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [07:55:34.710121] Epoch: [342] [2760/2904] eta: 0:01:48 lr: 0.001576 loss: 0.1786 (0.1895) loss_rec_all: 0.2048 (0.2155) loss_rec_sfr: 0.2595 (0.2766) loss_cl: -0.2794 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [07:55:49.616886] Epoch: [342] [2780/2904] eta: 0:01:33 lr: 0.001576 loss: 0.1728 (0.1894) loss_rec_all: 0.1993 (0.2154) loss_rec_sfr: 0.2180 (0.2763) loss_cl: -0.2787 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [07:56:04.531490] Epoch: [342] [2800/2904] eta: 0:01:18 lr: 0.001576 loss: 0.1801 (0.1895) loss_rec_all: 0.2059 (0.2155) loss_rec_sfr: 0.2528 (0.2765) loss_cl: -0.2779 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [07:56:19.435663] Epoch: [342] [2820/2904] eta: 0:01:03 lr: 0.001576 loss: 0.1863 (0.1896) loss_rec_all: 0.2124 (0.2155) loss_rec_sfr: 0.2530 (0.2766) loss_cl: -0.2780 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [07:56:34.379711] Epoch: [342] [2840/2904] eta: 0:00:48 lr: 0.001576 loss: 0.1835 (0.1896) loss_rec_all: 0.2097 (0.2155) loss_rec_sfr: 0.2619 (0.2766) loss_cl: -0.2788 (-0.2788) time: 0.7472 data: 0.0023 max mem: 29860 [07:56:49.269520] Epoch: [342] [2860/2904] eta: 0:00:33 lr: 0.001576 loss: 0.1794 (0.1895) loss_rec_all: 0.2057 (0.2155) loss_rec_sfr: 0.2699 (0.2767) loss_cl: -0.2787 (-0.2788) time: 0.7445 data: 0.0001 max mem: 29860 [07:57:04.156477] Epoch: [342] [2880/2904] eta: 0:00:18 lr: 0.001576 loss: 0.1745 (0.1895) loss_rec_all: 0.2011 (0.2155) loss_rec_sfr: 0.2264 (0.2766) loss_cl: -0.2793 (-0.2788) time: 0.7443 data: 0.0001 max mem: 29860 [07:57:19.046043] Epoch: [342] [2900/2904] eta: 0:00:03 lr: 0.001576 loss: 0.1764 (0.1895) loss_rec_all: 0.2025 (0.2154) loss_rec_sfr: 0.2612 (0.2765) loss_cl: -0.2787 (-0.2788) time: 0.7444 data: 0.0001 max mem: 29860 [07:57:21.286700] Epoch: [342] [2903/2904] eta: 0:00:00 lr: 0.001576 loss: 0.1768 (0.1895) loss_rec_all: 0.2031 (0.2154) loss_rec_sfr: 0.2598 (0.2765) loss_cl: -0.2787 (-0.2788) time: 0.7445 data: 0.0001 max mem: 29860 [07:57:23.378306] Epoch: [342] Total time: 0:36:27 (0.7532 s / it) [07:57:23.379430] Averaged stats: lr: 0.001576 loss: 0.1768 (0.1916) loss_rec_all: 0.2031 (0.2152) loss_rec_sfr: 0.2598 (0.2766) loss_cl: -0.2787 (-0.2556) [07:57:23.384075] log_dir: ./checkpoint/VF2_ViT-B [07:57:41.340253] Epoch: [343] [ 0/2904] eta: 14:29:02 lr: 0.001576 loss: 0.1917 (0.1917) loss_rec_all: 0.2177 (0.2177) loss_rec_sfr: 0.2661 (0.2661) loss_cl: -0.2790 (-0.2790) time: 17.9555 data: 15.9239 max mem: 29860 [07:57:56.210950] Epoch: [343] [ 20/2904] eta: 1:15:08 lr: 0.001576 loss: 0.1762 (0.1835) loss_rec_all: 0.2023 (0.2096) loss_rec_sfr: 0.2568 (0.2596) loss_cl: -0.2788 (-0.2790) time: 0.7435 data: 0.0002 max mem: 29860 [07:58:11.081305] Epoch: [343] [ 40/2904] eta: 0:55:31 lr: 0.001575 loss: 0.1846 (0.1890) loss_rec_all: 0.2105 (0.2149) loss_rec_sfr: 0.2586 (0.2779) loss_cl: -0.2785 (-0.2788) time: 0.7435 data: 0.0002 max mem: 29860 [07:58:25.961454] Epoch: [343] [ 60/2904] eta: 0:48:37 lr: 0.001575 loss: 0.1752 (0.1856) loss_rec_all: 0.2012 (0.2116) loss_rec_sfr: 0.2358 (0.2639) loss_cl: -0.2791 (-0.2788) time: 0.7440 data: 0.0002 max mem: 29860 [07:58:40.845107] Epoch: [343] [ 80/2904] eta: 0:45:00 lr: 0.001575 loss: 0.1791 (0.1881) loss_rec_all: 0.2054 (0.2141) loss_rec_sfr: 0.2520 (0.2698) loss_cl: -0.2794 (-0.2790) time: 0.7441 data: 0.0002 max mem: 29860 [07:58:55.743124] Epoch: [343] [ 100/2904] eta: 0:42:43 lr: 0.001575 loss: 0.1755 (0.1881) loss_rec_all: 0.2017 (0.2142) loss_rec_sfr: 0.2574 (0.2702) loss_cl: -0.2797 (-0.2790) time: 0.7449 data: 0.0002 max mem: 29860 [07:59:10.652690] Epoch: [343] [ 120/2904] eta: 0:41:07 lr: 0.001575 loss: 0.1796 (0.1884) loss_rec_all: 0.2057 (0.2144) loss_rec_sfr: 0.2569 (0.2704) loss_cl: -0.2785 (-0.2790) time: 0.7454 data: 0.0002 max mem: 29860 [07:59:25.582187] Epoch: [343] [ 140/2904] eta: 0:39:55 lr: 0.001575 loss: 0.1808 (0.1889) loss_rec_all: 0.2068 (0.2149) loss_rec_sfr: 0.2623 (0.2719) loss_cl: -0.2784 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [07:59:40.486906] Epoch: [343] [ 160/2904] eta: 0:38:56 lr: 0.001575 loss: 0.1773 (0.1890) loss_rec_all: 0.2034 (0.2150) loss_rec_sfr: 0.2596 (0.2736) loss_cl: -0.2791 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [07:59:55.392294] Epoch: [343] [ 180/2904] eta: 0:38:07 lr: 0.001575 loss: 0.1758 (0.1886) loss_rec_all: 0.2020 (0.2146) loss_rec_sfr: 0.2613 (0.2732) loss_cl: -0.2794 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [08:00:10.297885] Epoch: [343] [ 200/2904] eta: 0:37:25 lr: 0.001575 loss: 0.1807 (0.1884) loss_rec_all: 0.2064 (0.2144) loss_rec_sfr: 0.2628 (0.2722) loss_cl: -0.2787 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [08:00:25.213416] Epoch: [343] [ 220/2904] eta: 0:36:48 lr: 0.001575 loss: 0.1798 (0.1883) loss_rec_all: 0.2058 (0.2143) loss_rec_sfr: 0.2610 (0.2723) loss_cl: -0.2790 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [08:00:40.147696] Epoch: [343] [ 240/2904] eta: 0:36:14 lr: 0.001575 loss: 0.1795 (0.1884) loss_rec_all: 0.2055 (0.2144) loss_rec_sfr: 0.2555 (0.2722) loss_cl: -0.2797 (-0.2790) time: 0.7467 data: 0.0002 max mem: 29860 [08:00:55.086931] Epoch: [343] [ 260/2904] eta: 0:35:44 lr: 0.001575 loss: 0.1800 (0.1886) loss_rec_all: 0.2061 (0.2146) loss_rec_sfr: 0.2534 (0.2728) loss_cl: -0.2801 (-0.2790) time: 0.7469 data: 0.0002 max mem: 29860 [08:01:10.015691] Epoch: [343] [ 280/2904] eta: 0:35:16 lr: 0.001575 loss: 0.1781 (0.1882) loss_rec_all: 0.2041 (0.2143) loss_rec_sfr: 0.2300 (0.2712) loss_cl: -0.2794 (-0.2790) time: 0.7464 data: 0.0002 max mem: 29860 [08:01:24.938371] Epoch: [343] [ 300/2904] eta: 0:34:49 lr: 0.001575 loss: 0.1779 (0.1878) loss_rec_all: 0.2039 (0.2138) loss_rec_sfr: 0.2625 (0.2703) loss_cl: -0.2785 (-0.2790) time: 0.7461 data: 0.0002 max mem: 29860 [08:01:39.848958] Epoch: [343] [ 320/2904] eta: 0:34:24 lr: 0.001575 loss: 0.1830 (0.1881) loss_rec_all: 0.2090 (0.2141) loss_rec_sfr: 0.2550 (0.2709) loss_cl: -0.2784 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [08:01:54.763158] Epoch: [343] [ 340/2904] eta: 0:34:00 lr: 0.001575 loss: 0.1821 (0.1887) loss_rec_all: 0.2081 (0.2147) loss_rec_sfr: 0.2658 (0.2734) loss_cl: -0.2781 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [08:02:09.675039] Epoch: [343] [ 360/2904] eta: 0:33:37 lr: 0.001575 loss: 0.1760 (0.1885) loss_rec_all: 0.2026 (0.2144) loss_rec_sfr: 0.2597 (0.2725) loss_cl: -0.2793 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [08:02:24.604846] Epoch: [343] [ 380/2904] eta: 0:33:15 lr: 0.001575 loss: 0.1749 (0.1881) loss_rec_all: 0.2012 (0.2141) loss_rec_sfr: 0.2222 (0.2715) loss_cl: -0.2793 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [08:02:39.512554] Epoch: [343] [ 400/2904] eta: 0:32:53 lr: 0.001575 loss: 0.1779 (0.1882) loss_rec_all: 0.2041 (0.2142) loss_rec_sfr: 0.2635 (0.2723) loss_cl: -0.2790 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [08:02:54.423196] Epoch: [343] [ 420/2904] eta: 0:32:33 lr: 0.001575 loss: 0.1840 (0.1888) loss_rec_all: 0.2100 (0.2148) loss_rec_sfr: 0.2689 (0.2739) loss_cl: -0.2790 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [08:03:09.336764] Epoch: [343] [ 440/2904] eta: 0:32:12 lr: 0.001575 loss: 0.1798 (0.1887) loss_rec_all: 0.2056 (0.2146) loss_rec_sfr: 0.2266 (0.2731) loss_cl: -0.2789 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [08:03:24.245945] Epoch: [343] [ 460/2904] eta: 0:31:53 lr: 0.001575 loss: 0.1804 (0.1887) loss_rec_all: 0.2064 (0.2147) loss_rec_sfr: 0.2584 (0.2733) loss_cl: -0.2791 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [08:03:39.158358] Epoch: [343] [ 480/2904] eta: 0:31:33 lr: 0.001575 loss: 0.1848 (0.1891) loss_rec_all: 0.2107 (0.2151) loss_rec_sfr: 0.2622 (0.2749) loss_cl: -0.2789 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [08:03:54.063436] Epoch: [343] [ 500/2904] eta: 0:31:14 lr: 0.001575 loss: 0.1767 (0.1889) loss_rec_all: 0.2027 (0.2149) loss_rec_sfr: 0.2255 (0.2739) loss_cl: -0.2787 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [08:04:08.973163] Epoch: [343] [ 520/2904] eta: 0:30:55 lr: 0.001575 loss: 0.1802 (0.1891) loss_rec_all: 0.2060 (0.2150) loss_rec_sfr: 0.2667 (0.2746) loss_cl: -0.2788 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [08:04:23.887362] Epoch: [343] [ 540/2904] eta: 0:30:37 lr: 0.001575 loss: 0.1804 (0.1890) loss_rec_all: 0.2067 (0.2149) loss_rec_sfr: 0.2514 (0.2739) loss_cl: -0.2786 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [08:04:38.800990] Epoch: [343] [ 560/2904] eta: 0:30:19 lr: 0.001575 loss: 0.1767 (0.1891) loss_rec_all: 0.2032 (0.2151) loss_rec_sfr: 0.2485 (0.2742) loss_cl: -0.2792 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [08:04:53.719667] Epoch: [343] [ 580/2904] eta: 0:30:01 lr: 0.001575 loss: 0.1801 (0.1890) loss_rec_all: 0.2064 (0.2149) loss_rec_sfr: 0.2232 (0.2733) loss_cl: -0.2791 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [08:05:08.637712] Epoch: [343] [ 600/2904] eta: 0:29:43 lr: 0.001575 loss: 0.1772 (0.1890) loss_rec_all: 0.2035 (0.2150) loss_rec_sfr: 0.2621 (0.2737) loss_cl: -0.2784 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [08:05:23.543544] Epoch: [343] [ 620/2904] eta: 0:29:25 lr: 0.001575 loss: 0.1769 (0.1887) loss_rec_all: 0.2031 (0.2147) loss_rec_sfr: 0.2578 (0.2730) loss_cl: -0.2794 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [08:05:38.455176] Epoch: [343] [ 640/2904] eta: 0:29:08 lr: 0.001574 loss: 0.1772 (0.1887) loss_rec_all: 0.2036 (0.2146) loss_rec_sfr: 0.2547 (0.2728) loss_cl: -0.2792 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [08:05:53.368096] Epoch: [343] [ 660/2904] eta: 0:28:51 lr: 0.001574 loss: 0.1868 (0.1889) loss_rec_all: 0.2130 (0.2149) loss_rec_sfr: 0.2579 (0.2737) loss_cl: -0.2784 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [08:06:08.278820] Epoch: [343] [ 680/2904] eta: 0:28:34 lr: 0.001574 loss: 0.1770 (0.1892) loss_rec_all: 0.2031 (0.2152) loss_rec_sfr: 0.2669 (0.2750) loss_cl: -0.2783 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [08:06:23.189701] Epoch: [343] [ 700/2904] eta: 0:28:17 lr: 0.001574 loss: 0.1808 (0.1892) loss_rec_all: 0.2069 (0.2151) loss_rec_sfr: 0.2572 (0.2750) loss_cl: -0.2785 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [08:06:38.098102] Epoch: [343] [ 720/2904] eta: 0:28:00 lr: 0.001574 loss: 0.1771 (0.1892) loss_rec_all: 0.2031 (0.2152) loss_rec_sfr: 0.2619 (0.2756) loss_cl: -0.2796 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [08:06:53.006705] Epoch: [343] [ 740/2904] eta: 0:27:43 lr: 0.001574 loss: 0.1782 (0.1894) loss_rec_all: 0.2045 (0.2153) loss_rec_sfr: 0.2476 (0.2761) loss_cl: -0.2791 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [08:07:07.917844] Epoch: [343] [ 760/2904] eta: 0:27:26 lr: 0.001574 loss: 0.1761 (0.1892) loss_rec_all: 0.2026 (0.2152) loss_rec_sfr: 0.2578 (0.2758) loss_cl: -0.2791 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [08:07:22.823956] Epoch: [343] [ 780/2904] eta: 0:27:10 lr: 0.001574 loss: 0.1831 (0.1892) loss_rec_all: 0.2092 (0.2152) loss_rec_sfr: 0.2541 (0.2759) loss_cl: -0.2779 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [08:07:37.731619] Epoch: [343] [ 800/2904] eta: 0:26:53 lr: 0.001574 loss: 0.1784 (0.1893) loss_rec_all: 0.2048 (0.2153) loss_rec_sfr: 0.2588 (0.2761) loss_cl: -0.2784 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [08:07:52.637643] Epoch: [343] [ 820/2904] eta: 0:26:37 lr: 0.001574 loss: 0.1780 (0.1894) loss_rec_all: 0.2042 (0.2153) loss_rec_sfr: 0.2701 (0.2766) loss_cl: -0.2793 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [08:08:07.546931] Epoch: [343] [ 840/2904] eta: 0:26:20 lr: 0.001574 loss: 0.1804 (0.1893) loss_rec_all: 0.2067 (0.2152) loss_rec_sfr: 0.2562 (0.2764) loss_cl: -0.2804 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [08:08:22.452266] Epoch: [343] [ 860/2904] eta: 0:26:04 lr: 0.001574 loss: 0.1771 (0.1891) loss_rec_all: 0.2036 (0.2151) loss_rec_sfr: 0.2561 (0.2761) loss_cl: -0.2791 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [08:08:37.363116] Epoch: [343] [ 880/2904] eta: 0:25:48 lr: 0.001574 loss: 0.1780 (0.1891) loss_rec_all: 0.2040 (0.2150) loss_rec_sfr: 0.2596 (0.2760) loss_cl: -0.2782 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [08:08:52.275012] Epoch: [343] [ 900/2904] eta: 0:25:32 lr: 0.001574 loss: 0.1773 (0.1891) loss_rec_all: 0.2036 (0.2150) loss_rec_sfr: 0.2502 (0.2758) loss_cl: -0.2785 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [08:09:07.188749] Epoch: [343] [ 920/2904] eta: 0:25:16 lr: 0.001574 loss: 0.1807 (0.1892) loss_rec_all: 0.2067 (0.2152) loss_rec_sfr: 0.2600 (0.2762) loss_cl: -0.2784 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [08:09:22.099360] Epoch: [343] [ 940/2904] eta: 0:24:59 lr: 0.001574 loss: 0.1796 (0.1892) loss_rec_all: 0.2059 (0.2152) loss_rec_sfr: 0.2548 (0.2762) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [08:09:37.008535] Epoch: [343] [ 960/2904] eta: 0:24:43 lr: 0.001574 loss: 0.1771 (0.1892) loss_rec_all: 0.2036 (0.2151) loss_rec_sfr: 0.2542 (0.2762) loss_cl: -0.2784 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [08:09:51.922150] Epoch: [343] [ 980/2904] eta: 0:24:28 lr: 0.001574 loss: 0.1778 (0.1892) loss_rec_all: 0.2038 (0.2152) loss_rec_sfr: 0.2499 (0.2762) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [08:10:06.829662] Epoch: [343] [1000/2904] eta: 0:24:12 lr: 0.001574 loss: 0.1783 (0.1892) loss_rec_all: 0.2044 (0.2152) loss_rec_sfr: 0.2578 (0.2761) loss_cl: -0.2792 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [08:10:21.735821] Epoch: [343] [1020/2904] eta: 0:23:56 lr: 0.001574 loss: 0.1753 (0.1892) loss_rec_all: 0.2013 (0.2152) loss_rec_sfr: 0.2610 (0.2763) loss_cl: -0.2795 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [08:10:36.642993] Epoch: [343] [1040/2904] eta: 0:23:40 lr: 0.001574 loss: 0.1784 (0.1890) loss_rec_all: 0.2043 (0.2150) loss_rec_sfr: 0.2559 (0.2756) loss_cl: -0.2789 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [08:10:51.553396] Epoch: [343] [1060/2904] eta: 0:23:24 lr: 0.001574 loss: 0.1859 (0.1892) loss_rec_all: 0.2120 (0.2151) loss_rec_sfr: 0.2597 (0.2761) loss_cl: -0.2793 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [08:11:06.463274] Epoch: [343] [1080/2904] eta: 0:23:08 lr: 0.001574 loss: 0.1802 (0.1894) loss_rec_all: 0.2063 (0.2153) loss_rec_sfr: 0.2587 (0.2767) loss_cl: -0.2794 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [08:11:21.373127] Epoch: [343] [1100/2904] eta: 0:22:52 lr: 0.001574 loss: 0.1786 (0.1893) loss_rec_all: 0.2050 (0.2152) loss_rec_sfr: 0.2581 (0.2764) loss_cl: -0.2794 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [08:11:36.288716] Epoch: [343] [1120/2904] eta: 0:22:37 lr: 0.001574 loss: 0.1768 (0.1893) loss_rec_all: 0.2034 (0.2152) loss_rec_sfr: 0.2494 (0.2763) loss_cl: -0.2784 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [08:11:51.206520] Epoch: [343] [1140/2904] eta: 0:22:21 lr: 0.001574 loss: 0.1805 (0.1891) loss_rec_all: 0.2066 (0.2151) loss_rec_sfr: 0.2555 (0.2757) loss_cl: -0.2783 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [08:12:06.117378] Epoch: [343] [1160/2904] eta: 0:22:05 lr: 0.001574 loss: 0.1771 (0.1890) loss_rec_all: 0.2030 (0.2150) loss_rec_sfr: 0.2548 (0.2753) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [08:12:21.028382] Epoch: [343] [1180/2904] eta: 0:21:50 lr: 0.001574 loss: 0.1818 (0.1890) loss_rec_all: 0.2079 (0.2150) loss_rec_sfr: 0.2597 (0.2754) loss_cl: -0.2793 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [08:12:35.940023] Epoch: [343] [1200/2904] eta: 0:21:34 lr: 0.001574 loss: 0.1772 (0.1889) loss_rec_all: 0.2031 (0.2149) loss_rec_sfr: 0.2578 (0.2750) loss_cl: -0.2791 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [08:12:50.853562] Epoch: [343] [1220/2904] eta: 0:21:19 lr: 0.001574 loss: 0.1778 (0.1888) loss_rec_all: 0.2045 (0.2148) loss_rec_sfr: 0.2570 (0.2749) loss_cl: -0.2794 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [08:13:05.773829] Epoch: [343] [1240/2904] eta: 0:21:03 lr: 0.001574 loss: 0.1780 (0.1887) loss_rec_all: 0.2042 (0.2147) loss_rec_sfr: 0.2594 (0.2746) loss_cl: -0.2793 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [08:13:20.686976] Epoch: [343] [1260/2904] eta: 0:20:47 lr: 0.001573 loss: 0.1810 (0.1887) loss_rec_all: 0.2072 (0.2147) loss_rec_sfr: 0.2547 (0.2744) loss_cl: -0.2792 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [08:13:35.603951] Epoch: [343] [1280/2904] eta: 0:20:32 lr: 0.001573 loss: 0.1793 (0.1887) loss_rec_all: 0.2053 (0.2147) loss_rec_sfr: 0.2606 (0.2746) loss_cl: -0.2800 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [08:13:50.518043] Epoch: [343] [1300/2904] eta: 0:20:16 lr: 0.001573 loss: 0.1817 (0.1888) loss_rec_all: 0.2081 (0.2148) loss_rec_sfr: 0.2594 (0.2749) loss_cl: -0.2795 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [08:14:05.436064] Epoch: [343] [1320/2904] eta: 0:20:01 lr: 0.001573 loss: 0.1786 (0.1888) loss_rec_all: 0.2051 (0.2147) loss_rec_sfr: 0.2616 (0.2748) loss_cl: -0.2785 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [08:14:20.350986] Epoch: [343] [1340/2904] eta: 0:19:46 lr: 0.001573 loss: 0.1779 (0.1886) loss_rec_all: 0.2040 (0.2146) loss_rec_sfr: 0.2466 (0.2745) loss_cl: -0.2783 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [08:14:35.263677] Epoch: [343] [1360/2904] eta: 0:19:30 lr: 0.001573 loss: 0.1792 (0.1886) loss_rec_all: 0.2053 (0.2146) loss_rec_sfr: 0.2589 (0.2743) loss_cl: -0.2791 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [08:14:50.173817] Epoch: [343] [1380/2904] eta: 0:19:15 lr: 0.001573 loss: 0.1780 (0.1886) loss_rec_all: 0.2041 (0.2146) loss_rec_sfr: 0.2565 (0.2742) loss_cl: -0.2795 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [08:15:05.085413] Epoch: [343] [1400/2904] eta: 0:18:59 lr: 0.001573 loss: 0.1800 (0.1886) loss_rec_all: 0.2061 (0.2145) loss_rec_sfr: 0.2547 (0.2741) loss_cl: -0.2797 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [08:15:19.995756] Epoch: [343] [1420/2904] eta: 0:18:44 lr: 0.001573 loss: 0.1774 (0.1886) loss_rec_all: 0.2038 (0.2146) loss_rec_sfr: 0.2563 (0.2743) loss_cl: -0.2781 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [08:15:34.907785] Epoch: [343] [1440/2904] eta: 0:18:28 lr: 0.001573 loss: 0.1776 (0.1885) loss_rec_all: 0.2036 (0.2145) loss_rec_sfr: 0.2622 (0.2743) loss_cl: -0.2784 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [08:15:49.814322] Epoch: [343] [1460/2904] eta: 0:18:13 lr: 0.001573 loss: 0.1781 (0.1886) loss_rec_all: 0.2042 (0.2146) loss_rec_sfr: 0.2669 (0.2747) loss_cl: -0.2789 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [08:16:04.722075] Epoch: [343] [1480/2904] eta: 0:17:58 lr: 0.001573 loss: 0.1786 (0.1885) loss_rec_all: 0.2046 (0.2145) loss_rec_sfr: 0.2554 (0.2743) loss_cl: -0.2788 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [08:16:19.632031] Epoch: [343] [1500/2904] eta: 0:17:42 lr: 0.001573 loss: 0.1848 (0.1886) loss_rec_all: 0.2110 (0.2146) loss_rec_sfr: 0.2589 (0.2746) loss_cl: -0.2795 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [08:16:34.545642] Epoch: [343] [1520/2904] eta: 0:17:27 lr: 0.001573 loss: 0.1765 (0.1886) loss_rec_all: 0.2027 (0.2146) loss_rec_sfr: 0.2556 (0.2747) loss_cl: -0.2791 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [08:16:49.460509] Epoch: [343] [1540/2904] eta: 0:17:12 lr: 0.001573 loss: 0.1785 (0.1887) loss_rec_all: 0.2049 (0.2147) loss_rec_sfr: 0.2618 (0.2749) loss_cl: -0.2791 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [08:17:04.371014] Epoch: [343] [1560/2904] eta: 0:16:56 lr: 0.001573 loss: 0.1798 (0.1887) loss_rec_all: 0.2064 (0.2147) loss_rec_sfr: 0.2635 (0.2749) loss_cl: -0.2793 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [08:17:19.280910] Epoch: [343] [1580/2904] eta: 0:16:41 lr: 0.001573 loss: 0.1770 (0.1887) loss_rec_all: 0.2032 (0.2147) loss_rec_sfr: 0.2600 (0.2748) loss_cl: -0.2789 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [08:17:34.191461] Epoch: [343] [1600/2904] eta: 0:16:26 lr: 0.001573 loss: 0.1789 (0.1887) loss_rec_all: 0.2051 (0.2147) loss_rec_sfr: 0.2644 (0.2750) loss_cl: -0.2789 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [08:17:49.098350] Epoch: [343] [1620/2904] eta: 0:16:10 lr: 0.001573 loss: 0.1780 (0.1887) loss_rec_all: 0.2043 (0.2147) loss_rec_sfr: 0.2550 (0.2751) loss_cl: -0.2793 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [08:18:04.008994] Epoch: [343] [1640/2904] eta: 0:15:55 lr: 0.001573 loss: 0.1787 (0.1888) loss_rec_all: 0.2051 (0.2147) loss_rec_sfr: 0.2603 (0.2753) loss_cl: -0.2796 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [08:18:18.917044] Epoch: [343] [1660/2904] eta: 0:15:40 lr: 0.001573 loss: 0.1779 (0.1887) loss_rec_all: 0.2040 (0.2147) loss_rec_sfr: 0.2509 (0.2750) loss_cl: -0.2789 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [08:18:33.826079] Epoch: [343] [1680/2904] eta: 0:15:25 lr: 0.001573 loss: 0.1787 (0.1887) loss_rec_all: 0.2052 (0.2147) loss_rec_sfr: 0.2505 (0.2750) loss_cl: -0.2797 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [08:18:48.733261] Epoch: [343] [1700/2904] eta: 0:15:09 lr: 0.001573 loss: 0.1783 (0.1887) loss_rec_all: 0.2043 (0.2147) loss_rec_sfr: 0.2627 (0.2751) loss_cl: -0.2783 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [08:19:03.645445] Epoch: [343] [1720/2904] eta: 0:14:54 lr: 0.001573 loss: 0.1753 (0.1887) loss_rec_all: 0.2019 (0.2147) loss_rec_sfr: 0.2575 (0.2751) loss_cl: -0.2786 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [08:19:18.555633] Epoch: [343] [1740/2904] eta: 0:14:39 lr: 0.001573 loss: 0.1744 (0.1886) loss_rec_all: 0.2007 (0.2146) loss_rec_sfr: 0.2202 (0.2749) loss_cl: -0.2791 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [08:19:33.466453] Epoch: [343] [1760/2904] eta: 0:14:24 lr: 0.001573 loss: 0.1811 (0.1886) loss_rec_all: 0.2070 (0.2146) loss_rec_sfr: 0.2591 (0.2749) loss_cl: -0.2799 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [08:19:48.371197] Epoch: [343] [1780/2904] eta: 0:14:08 lr: 0.001573 loss: 0.1779 (0.1887) loss_rec_all: 0.2041 (0.2146) loss_rec_sfr: 0.2586 (0.2750) loss_cl: -0.2793 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [08:20:03.280798] Epoch: [343] [1800/2904] eta: 0:13:53 lr: 0.001573 loss: 0.1795 (0.1886) loss_rec_all: 0.2055 (0.2146) loss_rec_sfr: 0.2577 (0.2749) loss_cl: -0.2791 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [08:20:18.346664] Epoch: [343] [1820/2904] eta: 0:13:38 lr: 0.001573 loss: 0.1789 (0.1886) loss_rec_all: 0.2049 (0.2146) loss_rec_sfr: 0.2654 (0.2751) loss_cl: -0.2779 (-0.2789) time: 0.7533 data: 0.0002 max mem: 29860 [08:20:33.254581] Epoch: [343] [1840/2904] eta: 0:13:23 lr: 0.001573 loss: 0.1831 (0.1886) loss_rec_all: 0.2091 (0.2146) loss_rec_sfr: 0.2543 (0.2749) loss_cl: -0.2796 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [08:20:48.160232] Epoch: [343] [1860/2904] eta: 0:13:08 lr: 0.001573 loss: 0.1808 (0.1886) loss_rec_all: 0.2074 (0.2146) loss_rec_sfr: 0.2555 (0.2749) loss_cl: -0.2792 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [08:21:03.072413] Epoch: [343] [1880/2904] eta: 0:12:52 lr: 0.001572 loss: 0.1802 (0.1887) loss_rec_all: 0.2062 (0.2146) loss_rec_sfr: 0.2637 (0.2751) loss_cl: -0.2790 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [08:21:17.980802] Epoch: [343] [1900/2904] eta: 0:12:37 lr: 0.001572 loss: 0.1811 (0.1887) loss_rec_all: 0.2070 (0.2147) loss_rec_sfr: 0.2665 (0.2753) loss_cl: -0.2792 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [08:21:32.890249] Epoch: [343] [1920/2904] eta: 0:12:22 lr: 0.001572 loss: 0.1819 (0.1887) loss_rec_all: 0.2078 (0.2147) loss_rec_sfr: 0.2584 (0.2752) loss_cl: -0.2792 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [08:21:47.796992] Epoch: [343] [1940/2904] eta: 0:12:07 lr: 0.001572 loss: 0.1803 (0.1887) loss_rec_all: 0.2063 (0.2147) loss_rec_sfr: 0.2557 (0.2752) loss_cl: -0.2788 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [08:22:02.713061] Epoch: [343] [1960/2904] eta: 0:11:52 lr: 0.001572 loss: 0.1818 (0.1888) loss_rec_all: 0.2077 (0.2147) loss_rec_sfr: 0.2700 (0.2755) loss_cl: -0.2787 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [08:22:17.617556] Epoch: [343] [1980/2904] eta: 0:11:36 lr: 0.001572 loss: 0.1777 (0.1888) loss_rec_all: 0.2040 (0.2147) loss_rec_sfr: 0.2628 (0.2755) loss_cl: -0.2789 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [08:22:32.524692] Epoch: [343] [2000/2904] eta: 0:11:21 lr: 0.001572 loss: 0.1866 (0.1888) loss_rec_all: 0.2127 (0.2148) loss_rec_sfr: 0.2565 (0.2757) loss_cl: -0.2788 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [08:22:47.435784] Epoch: [343] [2020/2904] eta: 0:11:06 lr: 0.001572 loss: 0.1757 (0.1888) loss_rec_all: 0.2020 (0.2148) loss_rec_sfr: 0.2614 (0.2757) loss_cl: -0.2785 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [08:23:02.353701] Epoch: [343] [2040/2904] eta: 0:10:51 lr: 0.001572 loss: 0.1805 (0.1888) loss_rec_all: 0.2063 (0.2148) loss_rec_sfr: 0.2611 (0.2759) loss_cl: -0.2790 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [08:23:17.268037] Epoch: [343] [2060/2904] eta: 0:10:36 lr: 0.001572 loss: 0.1777 (0.1888) loss_rec_all: 0.2040 (0.2148) loss_rec_sfr: 0.2606 (0.2758) loss_cl: -0.2793 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [08:23:32.180545] Epoch: [343] [2080/2904] eta: 0:10:21 lr: 0.001572 loss: 0.1760 (0.1888) loss_rec_all: 0.2023 (0.2147) loss_rec_sfr: 0.2531 (0.2756) loss_cl: -0.2793 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [08:23:47.092875] Epoch: [343] [2100/2904] eta: 0:10:06 lr: 0.001572 loss: 0.1775 (0.1888) loss_rec_all: 0.2042 (0.2148) loss_rec_sfr: 0.2598 (0.2758) loss_cl: -0.2784 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [08:24:02.004402] Epoch: [343] [2120/2904] eta: 0:09:50 lr: 0.001572 loss: 0.1841 (0.1888) loss_rec_all: 0.2105 (0.2148) loss_rec_sfr: 0.2610 (0.2757) loss_cl: -0.2783 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [08:24:16.909882] Epoch: [343] [2140/2904] eta: 0:09:35 lr: 0.001572 loss: 0.1770 (0.1888) loss_rec_all: 0.2036 (0.2147) loss_rec_sfr: 0.2589 (0.2756) loss_cl: -0.2794 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [08:24:31.814416] Epoch: [343] [2160/2904] eta: 0:09:20 lr: 0.001572 loss: 0.1781 (0.1888) loss_rec_all: 0.2041 (0.2148) loss_rec_sfr: 0.2601 (0.2758) loss_cl: -0.2790 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [08:24:46.718041] Epoch: [343] [2180/2904] eta: 0:09:05 lr: 0.001572 loss: 0.1776 (0.1888) loss_rec_all: 0.2039 (0.2147) loss_rec_sfr: 0.2533 (0.2756) loss_cl: -0.2788 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [08:25:01.624936] Epoch: [343] [2200/2904] eta: 0:08:50 lr: 0.001572 loss: 0.1785 (0.1888) loss_rec_all: 0.2049 (0.2147) loss_rec_sfr: 0.2607 (0.2756) loss_cl: -0.2791 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [08:25:16.533056] Epoch: [343] [2220/2904] eta: 0:08:35 lr: 0.001572 loss: 0.1828 (0.1888) loss_rec_all: 0.2085 (0.2147) loss_rec_sfr: 0.2692 (0.2757) loss_cl: -0.2784 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [08:25:31.442252] Epoch: [343] [2240/2904] eta: 0:08:20 lr: 0.001572 loss: 0.1802 (0.1889) loss_rec_all: 0.2062 (0.2148) loss_rec_sfr: 0.2659 (0.2760) loss_cl: -0.2786 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [08:25:46.348441] Epoch: [343] [2260/2904] eta: 0:08:05 lr: 0.001572 loss: 0.1819 (0.1889) loss_rec_all: 0.2079 (0.2148) loss_rec_sfr: 0.2592 (0.2759) loss_cl: -0.2785 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [08:26:01.251235] Epoch: [343] [2280/2904] eta: 0:07:49 lr: 0.001572 loss: 0.1807 (0.1888) loss_rec_all: 0.2067 (0.2148) loss_rec_sfr: 0.2551 (0.2758) loss_cl: -0.2790 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [08:26:16.161081] Epoch: [343] [2300/2904] eta: 0:07:34 lr: 0.001572 loss: 0.1794 (0.1888) loss_rec_all: 0.2056 (0.2148) loss_rec_sfr: 0.2583 (0.2756) loss_cl: -0.2798 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [08:26:31.068127] Epoch: [343] [2320/2904] eta: 0:07:19 lr: 0.001572 loss: 0.1794 (0.1889) loss_rec_all: 0.2054 (0.2148) loss_rec_sfr: 0.2681 (0.2759) loss_cl: -0.2792 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [08:26:45.968790] Epoch: [343] [2340/2904] eta: 0:07:04 lr: 0.001572 loss: 0.1913 (0.1890) loss_rec_all: 0.2174 (0.2149) loss_rec_sfr: 0.2623 (0.2761) loss_cl: -0.2790 (-0.2789) time: 0.7450 data: 0.0002 max mem: 29860 [08:27:00.873397] Epoch: [343] [2360/2904] eta: 0:06:49 lr: 0.001572 loss: 0.1784 (0.1890) loss_rec_all: 0.2047 (0.2149) loss_rec_sfr: 0.2533 (0.2762) loss_cl: -0.2791 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [08:27:15.787085] Epoch: [343] [2380/2904] eta: 0:06:34 lr: 0.001572 loss: 0.1806 (0.1890) loss_rec_all: 0.2068 (0.2149) loss_rec_sfr: 0.2481 (0.2760) loss_cl: -0.2802 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [08:27:30.697839] Epoch: [343] [2400/2904] eta: 0:06:19 lr: 0.001572 loss: 0.1846 (0.1890) loss_rec_all: 0.2107 (0.2150) loss_rec_sfr: 0.2647 (0.2762) loss_cl: -0.2788 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [08:27:45.610988] Epoch: [343] [2420/2904] eta: 0:06:04 lr: 0.001572 loss: 0.1792 (0.1891) loss_rec_all: 0.2052 (0.2150) loss_rec_sfr: 0.2609 (0.2764) loss_cl: -0.2792 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [08:28:00.522470] Epoch: [343] [2440/2904] eta: 0:05:49 lr: 0.001572 loss: 0.1773 (0.1890) loss_rec_all: 0.2032 (0.2150) loss_rec_sfr: 0.2610 (0.2764) loss_cl: -0.2779 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [08:28:15.432949] Epoch: [343] [2460/2904] eta: 0:05:34 lr: 0.001572 loss: 0.1748 (0.1890) loss_rec_all: 0.2009 (0.2150) loss_rec_sfr: 0.2470 (0.2763) loss_cl: -0.2783 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [08:28:30.342933] Epoch: [343] [2480/2904] eta: 0:05:19 lr: 0.001572 loss: 0.1783 (0.1890) loss_rec_all: 0.2046 (0.2150) loss_rec_sfr: 0.2596 (0.2764) loss_cl: -0.2781 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [08:28:45.261523] Epoch: [343] [2500/2904] eta: 0:05:03 lr: 0.001571 loss: 0.1782 (0.1890) loss_rec_all: 0.2048 (0.2150) loss_rec_sfr: 0.2254 (0.2763) loss_cl: -0.2799 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [08:29:00.175868] Epoch: [343] [2520/2904] eta: 0:04:48 lr: 0.001571 loss: 0.1799 (0.1890) loss_rec_all: 0.2058 (0.2149) loss_rec_sfr: 0.2564 (0.2762) loss_cl: -0.2801 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [08:29:15.086522] Epoch: [343] [2540/2904] eta: 0:04:33 lr: 0.001571 loss: 0.1764 (0.1890) loss_rec_all: 0.2028 (0.2149) loss_rec_sfr: 0.2582 (0.2761) loss_cl: -0.2789 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [08:29:29.997223] Epoch: [343] [2560/2904] eta: 0:04:18 lr: 0.001571 loss: 0.1765 (0.1889) loss_rec_all: 0.2029 (0.2149) loss_rec_sfr: 0.2514 (0.2759) loss_cl: -0.2786 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [08:29:44.902858] Epoch: [343] [2580/2904] eta: 0:04:03 lr: 0.001571 loss: 0.1799 (0.1890) loss_rec_all: 0.2058 (0.2149) loss_rec_sfr: 0.2568 (0.2762) loss_cl: -0.2788 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [08:29:59.810283] Epoch: [343] [2600/2904] eta: 0:03:48 lr: 0.001571 loss: 0.1776 (0.1890) loss_rec_all: 0.2040 (0.2149) loss_rec_sfr: 0.2293 (0.2762) loss_cl: -0.2788 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [08:30:14.720413] Epoch: [343] [2620/2904] eta: 0:03:33 lr: 0.001571 loss: 0.1804 (0.1890) loss_rec_all: 0.2067 (0.2150) loss_rec_sfr: 0.2593 (0.2762) loss_cl: -0.2787 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [08:30:29.629363] Epoch: [343] [2640/2904] eta: 0:03:18 lr: 0.001571 loss: 0.1768 (0.1890) loss_rec_all: 0.2034 (0.2149) loss_rec_sfr: 0.2491 (0.2761) loss_cl: -0.2790 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [08:30:44.532888] Epoch: [343] [2660/2904] eta: 0:03:03 lr: 0.001571 loss: 0.1775 (0.1890) loss_rec_all: 0.2038 (0.2149) loss_rec_sfr: 0.2601 (0.2760) loss_cl: -0.2790 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [08:30:59.442292] Epoch: [343] [2680/2904] eta: 0:02:48 lr: 0.001571 loss: 0.1807 (0.1889) loss_rec_all: 0.2070 (0.2149) loss_rec_sfr: 0.2556 (0.2758) loss_cl: -0.2789 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [08:31:14.348256] Epoch: [343] [2700/2904] eta: 0:02:33 lr: 0.001571 loss: 0.1862 (0.1889) loss_rec_all: 0.2123 (0.2149) loss_rec_sfr: 0.2573 (0.2758) loss_cl: -0.2793 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [08:31:29.254535] Epoch: [343] [2720/2904] eta: 0:02:18 lr: 0.001571 loss: 0.1837 (0.1890) loss_rec_all: 0.2100 (0.2150) loss_rec_sfr: 0.2627 (0.2761) loss_cl: -0.2789 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [08:31:44.162211] Epoch: [343] [2740/2904] eta: 0:02:03 lr: 0.001571 loss: 0.1825 (0.1890) loss_rec_all: 0.2087 (0.2150) loss_rec_sfr: 0.2598 (0.2761) loss_cl: -0.2798 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [08:31:59.074303] Epoch: [343] [2760/2904] eta: 0:01:48 lr: 0.001571 loss: 0.1827 (0.1891) loss_rec_all: 0.2086 (0.2150) loss_rec_sfr: 0.2693 (0.2764) loss_cl: -0.2785 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [08:32:13.987205] Epoch: [343] [2780/2904] eta: 0:01:33 lr: 0.001571 loss: 0.1791 (0.1891) loss_rec_all: 0.2055 (0.2151) loss_rec_sfr: 0.2494 (0.2765) loss_cl: -0.2787 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [08:32:28.900860] Epoch: [343] [2800/2904] eta: 0:01:18 lr: 0.001571 loss: 0.1824 (0.1892) loss_rec_all: 0.2083 (0.2151) loss_rec_sfr: 0.2595 (0.2766) loss_cl: -0.2783 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [08:32:43.817212] Epoch: [343] [2820/2904] eta: 0:01:03 lr: 0.001571 loss: 0.1791 (0.1892) loss_rec_all: 0.2051 (0.2151) loss_rec_sfr: 0.2106 (0.2764) loss_cl: -0.2788 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [08:32:58.755539] Epoch: [343] [2840/2904] eta: 0:00:48 lr: 0.001571 loss: 0.1808 (0.1892) loss_rec_all: 0.2067 (0.2152) loss_rec_sfr: 0.2759 (0.2768) loss_cl: -0.2789 (-0.2789) time: 0.7469 data: 0.0023 max mem: 29860 [08:33:13.645502] Epoch: [343] [2860/2904] eta: 0:00:33 lr: 0.001571 loss: 0.1784 (0.1892) loss_rec_all: 0.2051 (0.2151) loss_rec_sfr: 0.2594 (0.2766) loss_cl: -0.2787 (-0.2789) time: 0.7445 data: 0.0001 max mem: 29860 [08:33:28.538772] Epoch: [343] [2880/2904] eta: 0:00:18 lr: 0.001571 loss: 0.1826 (0.1892) loss_rec_all: 0.2087 (0.2152) loss_rec_sfr: 0.2760 (0.2768) loss_cl: -0.2796 (-0.2789) time: 0.7446 data: 0.0001 max mem: 29860 [08:33:43.435303] Epoch: [343] [2900/2904] eta: 0:00:03 lr: 0.001571 loss: 0.1796 (0.1893) loss_rec_all: 0.2060 (0.2152) loss_rec_sfr: 0.2624 (0.2769) loss_cl: -0.2793 (-0.2789) time: 0.7448 data: 0.0001 max mem: 29860 [08:33:45.678001] Epoch: [343] [2903/2904] eta: 0:00:00 lr: 0.001571 loss: 0.1796 (0.1892) loss_rec_all: 0.2060 (0.2152) loss_rec_sfr: 0.2673 (0.2769) loss_cl: -0.2790 (-0.2789) time: 0.7449 data: 0.0001 max mem: 29860 [08:33:47.784189] Epoch: [343] Total time: 0:36:24 (0.7522 s / it) [08:33:47.785131] Averaged stats: lr: 0.001571 loss: 0.1796 (0.1918) loss_rec_all: 0.2060 (0.2154) loss_rec_sfr: 0.2673 (0.2772) loss_cl: -0.2790 (-0.2556) [08:33:47.789828] log_dir: ./checkpoint/VF2_ViT-B [08:34:06.883374] Epoch: [344] [ 0/2904] eta: 15:24:04 lr: 0.001571 loss: 0.1783 (0.1783) loss_rec_all: 0.2043 (0.2043) loss_rec_sfr: 0.2624 (0.2624) loss_cl: -0.2782 (-0.2782) time: 19.0926 data: 9.7539 max mem: 29860 [08:34:22.899786] Epoch: [344] [ 20/2904] eta: 1:20:21 lr: 0.001571 loss: 0.1827 (0.1902) loss_rec_all: 0.2089 (0.2161) loss_rec_sfr: 0.2554 (0.2790) loss_cl: -0.2785 (-0.2786) time: 0.8008 data: 0.0576 max mem: 29860 [08:34:37.774990] Epoch: [344] [ 40/2904] eta: 0:58:11 lr: 0.001571 loss: 0.1809 (0.1910) loss_rec_all: 0.2068 (0.2168) loss_rec_sfr: 0.2590 (0.2816) loss_cl: -0.2781 (-0.2783) time: 0.7437 data: 0.0002 max mem: 29860 [08:34:52.651947] Epoch: [344] [ 60/2904] eta: 0:50:23 lr: 0.001571 loss: 0.1799 (0.1929) loss_rec_all: 0.2059 (0.2187) loss_rec_sfr: 0.2642 (0.2880) loss_cl: -0.2789 (-0.2785) time: 0.7438 data: 0.0002 max mem: 29860 [08:35:07.540402] Epoch: [344] [ 80/2904] eta: 0:46:20 lr: 0.001571 loss: 0.1776 (0.1937) loss_rec_all: 0.2035 (0.2195) loss_rec_sfr: 0.2618 (0.2924) loss_cl: -0.2787 (-0.2786) time: 0.7444 data: 0.0002 max mem: 29860 [08:35:22.442800] Epoch: [344] [ 100/2904] eta: 0:43:47 lr: 0.001571 loss: 0.1781 (0.1919) loss_rec_all: 0.2040 (0.2178) loss_rec_sfr: 0.2562 (0.2857) loss_cl: -0.2792 (-0.2787) time: 0.7451 data: 0.0002 max mem: 29860 [08:35:37.349406] Epoch: [344] [ 120/2904] eta: 0:42:00 lr: 0.001571 loss: 0.1790 (0.1908) loss_rec_all: 0.2055 (0.2167) loss_rec_sfr: 0.2614 (0.2828) loss_cl: -0.2799 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [08:35:52.282229] Epoch: [344] [ 140/2904] eta: 0:40:40 lr: 0.001571 loss: 0.1805 (0.1907) loss_rec_all: 0.2066 (0.2166) loss_rec_sfr: 0.2590 (0.2819) loss_cl: -0.2787 (-0.2789) time: 0.7466 data: 0.0002 max mem: 29860 [08:36:07.194721] Epoch: [344] [ 160/2904] eta: 0:39:35 lr: 0.001571 loss: 0.1837 (0.1908) loss_rec_all: 0.2101 (0.2167) loss_rec_sfr: 0.2661 (0.2837) loss_cl: -0.2780 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [08:36:22.259262] Epoch: [344] [ 180/2904] eta: 0:38:44 lr: 0.001571 loss: 0.1769 (0.1910) loss_rec_all: 0.2028 (0.2169) loss_rec_sfr: 0.2672 (0.2852) loss_cl: -0.2788 (-0.2788) time: 0.7532 data: 0.0002 max mem: 29860 [08:36:37.173640] Epoch: [344] [ 200/2904] eta: 0:37:58 lr: 0.001570 loss: 0.1782 (0.1904) loss_rec_all: 0.2042 (0.2163) loss_rec_sfr: 0.2607 (0.2841) loss_cl: -0.2793 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [08:36:52.087783] Epoch: [344] [ 220/2904] eta: 0:37:18 lr: 0.001570 loss: 0.1827 (0.1914) loss_rec_all: 0.2085 (0.2173) loss_rec_sfr: 0.2692 (0.2875) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [08:37:07.002268] Epoch: [344] [ 240/2904] eta: 0:36:41 lr: 0.001570 loss: 0.1763 (0.1905) loss_rec_all: 0.2024 (0.2164) loss_rec_sfr: 0.2605 (0.2843) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [08:37:21.942045] Epoch: [344] [ 260/2904] eta: 0:36:09 lr: 0.001570 loss: 0.1786 (0.1900) loss_rec_all: 0.2045 (0.2159) loss_rec_sfr: 0.2613 (0.2826) loss_cl: -0.2788 (-0.2788) time: 0.7469 data: 0.0005 max mem: 29860 [08:37:36.859319] Epoch: [344] [ 280/2904] eta: 0:35:38 lr: 0.001570 loss: 0.1764 (0.1893) loss_rec_all: 0.2028 (0.2153) loss_rec_sfr: 0.2581 (0.2803) loss_cl: -0.2780 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [08:37:51.775562] Epoch: [344] [ 300/2904] eta: 0:35:10 lr: 0.001570 loss: 0.1761 (0.1889) loss_rec_all: 0.2020 (0.2148) loss_rec_sfr: 0.2645 (0.2789) loss_cl: -0.2785 (-0.2787) time: 0.7458 data: 0.0003 max mem: 29860 [08:38:06.682092] Epoch: [344] [ 320/2904] eta: 0:34:43 lr: 0.001570 loss: 0.1806 (0.1893) loss_rec_all: 0.2067 (0.2152) loss_rec_sfr: 0.2652 (0.2804) loss_cl: -0.2796 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [08:38:21.616552] Epoch: [344] [ 340/2904] eta: 0:34:18 lr: 0.001570 loss: 0.1835 (0.1896) loss_rec_all: 0.2095 (0.2155) loss_rec_sfr: 0.2551 (0.2809) loss_cl: -0.2799 (-0.2788) time: 0.7467 data: 0.0003 max mem: 29860 [08:38:36.524641] Epoch: [344] [ 360/2904] eta: 0:33:54 lr: 0.001570 loss: 0.1754 (0.1890) loss_rec_all: 0.2018 (0.2149) loss_rec_sfr: 0.2479 (0.2784) loss_cl: -0.2791 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [08:38:51.430432] Epoch: [344] [ 380/2904] eta: 0:33:31 lr: 0.001570 loss: 0.1790 (0.1889) loss_rec_all: 0.2049 (0.2148) loss_rec_sfr: 0.2598 (0.2781) loss_cl: -0.2783 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [08:39:06.342868] Epoch: [344] [ 400/2904] eta: 0:33:09 lr: 0.001570 loss: 0.1789 (0.1885) loss_rec_all: 0.2048 (0.2145) loss_rec_sfr: 0.2477 (0.2767) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [08:39:21.252765] Epoch: [344] [ 420/2904] eta: 0:32:47 lr: 0.001570 loss: 0.1774 (0.1885) loss_rec_all: 0.2038 (0.2144) loss_rec_sfr: 0.2628 (0.2768) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [08:39:36.165572] Epoch: [344] [ 440/2904] eta: 0:32:26 lr: 0.001570 loss: 0.1750 (0.1881) loss_rec_all: 0.2010 (0.2140) loss_rec_sfr: 0.2250 (0.2751) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [08:39:51.080503] Epoch: [344] [ 460/2904] eta: 0:32:05 lr: 0.001570 loss: 0.1784 (0.1881) loss_rec_all: 0.2047 (0.2141) loss_rec_sfr: 0.2579 (0.2750) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [08:40:05.991267] Epoch: [344] [ 480/2904] eta: 0:31:45 lr: 0.001570 loss: 0.1741 (0.1878) loss_rec_all: 0.2005 (0.2138) loss_rec_sfr: 0.2623 (0.2742) loss_cl: -0.2778 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [08:40:20.903170] Epoch: [344] [ 500/2904] eta: 0:31:26 lr: 0.001570 loss: 0.1799 (0.1879) loss_rec_all: 0.2057 (0.2138) loss_rec_sfr: 0.2551 (0.2740) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [08:40:35.811433] Epoch: [344] [ 520/2904] eta: 0:31:06 lr: 0.001570 loss: 0.1798 (0.1879) loss_rec_all: 0.2064 (0.2139) loss_rec_sfr: 0.2601 (0.2739) loss_cl: -0.2798 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [08:40:50.717638] Epoch: [344] [ 540/2904] eta: 0:30:47 lr: 0.001570 loss: 0.1774 (0.1879) loss_rec_all: 0.2035 (0.2138) loss_rec_sfr: 0.2613 (0.2740) loss_cl: -0.2799 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [08:41:05.630154] Epoch: [344] [ 560/2904] eta: 0:30:29 lr: 0.001570 loss: 0.1786 (0.1878) loss_rec_all: 0.2048 (0.2138) loss_rec_sfr: 0.2594 (0.2738) loss_cl: -0.2790 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [08:41:20.543404] Epoch: [344] [ 580/2904] eta: 0:30:10 lr: 0.001570 loss: 0.1798 (0.1880) loss_rec_all: 0.2061 (0.2140) loss_rec_sfr: 0.2643 (0.2745) loss_cl: -0.2789 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [08:41:35.455789] Epoch: [344] [ 600/2904] eta: 0:29:52 lr: 0.001570 loss: 0.1804 (0.1883) loss_rec_all: 0.2066 (0.2142) loss_rec_sfr: 0.2636 (0.2751) loss_cl: -0.2791 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [08:41:50.369321] Epoch: [344] [ 620/2904] eta: 0:29:34 lr: 0.001570 loss: 0.1785 (0.1884) loss_rec_all: 0.2045 (0.2144) loss_rec_sfr: 0.2665 (0.2760) loss_cl: -0.2787 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [08:42:05.281058] Epoch: [344] [ 640/2904] eta: 0:29:17 lr: 0.001570 loss: 0.1796 (0.1887) loss_rec_all: 0.2056 (0.2147) loss_rec_sfr: 0.2574 (0.2769) loss_cl: -0.2787 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [08:42:20.194015] Epoch: [344] [ 660/2904] eta: 0:28:59 lr: 0.001570 loss: 0.1817 (0.1891) loss_rec_all: 0.2075 (0.2150) loss_rec_sfr: 0.2640 (0.2783) loss_cl: -0.2784 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [08:42:35.107631] Epoch: [344] [ 680/2904] eta: 0:28:42 lr: 0.001570 loss: 0.1788 (0.1891) loss_rec_all: 0.2049 (0.2151) loss_rec_sfr: 0.2623 (0.2786) loss_cl: -0.2793 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [08:42:50.024306] Epoch: [344] [ 700/2904] eta: 0:28:24 lr: 0.001570 loss: 0.1801 (0.1893) loss_rec_all: 0.2061 (0.2152) loss_rec_sfr: 0.2623 (0.2792) loss_cl: -0.2790 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [08:43:04.938621] Epoch: [344] [ 720/2904] eta: 0:28:07 lr: 0.001570 loss: 0.1807 (0.1893) loss_rec_all: 0.2066 (0.2153) loss_rec_sfr: 0.2529 (0.2793) loss_cl: -0.2784 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [08:43:19.853139] Epoch: [344] [ 740/2904] eta: 0:27:50 lr: 0.001570 loss: 0.1835 (0.1895) loss_rec_all: 0.2097 (0.2155) loss_rec_sfr: 0.2653 (0.2798) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [08:43:34.772243] Epoch: [344] [ 760/2904] eta: 0:27:33 lr: 0.001570 loss: 0.1789 (0.1898) loss_rec_all: 0.2049 (0.2157) loss_rec_sfr: 0.2687 (0.2808) loss_cl: -0.2802 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [08:43:49.689217] Epoch: [344] [ 780/2904] eta: 0:27:16 lr: 0.001570 loss: 0.1800 (0.1898) loss_rec_all: 0.2059 (0.2157) loss_rec_sfr: 0.2544 (0.2809) loss_cl: -0.2777 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [08:44:04.607045] Epoch: [344] [ 800/2904] eta: 0:27:00 lr: 0.001570 loss: 0.1827 (0.1900) loss_rec_all: 0.2087 (0.2159) loss_rec_sfr: 0.2734 (0.2813) loss_cl: -0.2779 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [08:44:19.528313] Epoch: [344] [ 820/2904] eta: 0:26:43 lr: 0.001569 loss: 0.1809 (0.1900) loss_rec_all: 0.2068 (0.2159) loss_rec_sfr: 0.2558 (0.2811) loss_cl: -0.2786 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [08:44:34.448210] Epoch: [344] [ 840/2904] eta: 0:26:26 lr: 0.001569 loss: 0.1788 (0.1899) loss_rec_all: 0.2048 (0.2158) loss_rec_sfr: 0.2605 (0.2807) loss_cl: -0.2774 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [08:44:49.366345] Epoch: [344] [ 860/2904] eta: 0:26:10 lr: 0.001569 loss: 0.1777 (0.1899) loss_rec_all: 0.2042 (0.2158) loss_rec_sfr: 0.2522 (0.2806) loss_cl: -0.2796 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [08:45:04.284290] Epoch: [344] [ 880/2904] eta: 0:25:54 lr: 0.001569 loss: 0.1802 (0.1897) loss_rec_all: 0.2062 (0.2156) loss_rec_sfr: 0.2535 (0.2799) loss_cl: -0.2780 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [08:45:19.203103] Epoch: [344] [ 900/2904] eta: 0:25:37 lr: 0.001569 loss: 0.1816 (0.1896) loss_rec_all: 0.2074 (0.2156) loss_rec_sfr: 0.2633 (0.2800) loss_cl: -0.2782 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [08:45:34.134949] Epoch: [344] [ 920/2904] eta: 0:25:21 lr: 0.001569 loss: 0.1788 (0.1896) loss_rec_all: 0.2046 (0.2156) loss_rec_sfr: 0.2169 (0.2797) loss_cl: -0.2794 (-0.2789) time: 0.7466 data: 0.0002 max mem: 29860 [08:45:49.057612] Epoch: [344] [ 940/2904] eta: 0:25:05 lr: 0.001569 loss: 0.1801 (0.1898) loss_rec_all: 0.2063 (0.2157) loss_rec_sfr: 0.2586 (0.2799) loss_cl: -0.2796 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [08:46:03.976320] Epoch: [344] [ 960/2904] eta: 0:24:49 lr: 0.001569 loss: 0.1797 (0.1898) loss_rec_all: 0.2057 (0.2157) loss_rec_sfr: 0.2651 (0.2799) loss_cl: -0.2794 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [08:46:18.901759] Epoch: [344] [ 980/2904] eta: 0:24:33 lr: 0.001569 loss: 0.1828 (0.1898) loss_rec_all: 0.2092 (0.2157) loss_rec_sfr: 0.2492 (0.2799) loss_cl: -0.2789 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [08:46:33.820625] Epoch: [344] [1000/2904] eta: 0:24:16 lr: 0.001569 loss: 0.1768 (0.1896) loss_rec_all: 0.2031 (0.2156) loss_rec_sfr: 0.2573 (0.2794) loss_cl: -0.2787 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [08:46:48.742730] Epoch: [344] [1020/2904] eta: 0:24:00 lr: 0.001569 loss: 0.1796 (0.1896) loss_rec_all: 0.2055 (0.2156) loss_rec_sfr: 0.2632 (0.2793) loss_cl: -0.2781 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [08:47:03.660004] Epoch: [344] [1040/2904] eta: 0:23:44 lr: 0.001569 loss: 0.1750 (0.1894) loss_rec_all: 0.2010 (0.2153) loss_rec_sfr: 0.2499 (0.2785) loss_cl: -0.2786 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [08:47:18.578587] Epoch: [344] [1060/2904] eta: 0:23:29 lr: 0.001569 loss: 0.1844 (0.1895) loss_rec_all: 0.2105 (0.2154) loss_rec_sfr: 0.2553 (0.2787) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [08:47:33.507244] Epoch: [344] [1080/2904] eta: 0:23:13 lr: 0.001569 loss: 0.1778 (0.1895) loss_rec_all: 0.2043 (0.2154) loss_rec_sfr: 0.2533 (0.2787) loss_cl: -0.2793 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [08:47:48.428401] Epoch: [344] [1100/2904] eta: 0:22:57 lr: 0.001569 loss: 0.1807 (0.1895) loss_rec_all: 0.2068 (0.2154) loss_rec_sfr: 0.2593 (0.2785) loss_cl: -0.2798 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [08:48:03.341909] Epoch: [344] [1120/2904] eta: 0:22:41 lr: 0.001569 loss: 0.1811 (0.1895) loss_rec_all: 0.2070 (0.2154) loss_rec_sfr: 0.2631 (0.2787) loss_cl: -0.2790 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [08:48:18.259923] Epoch: [344] [1140/2904] eta: 0:22:25 lr: 0.001569 loss: 0.1818 (0.1896) loss_rec_all: 0.2079 (0.2155) loss_rec_sfr: 0.2634 (0.2791) loss_cl: -0.2786 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [08:48:33.179235] Epoch: [344] [1160/2904] eta: 0:22:09 lr: 0.001569 loss: 0.1765 (0.1895) loss_rec_all: 0.2024 (0.2155) loss_rec_sfr: 0.2604 (0.2789) loss_cl: -0.2791 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [08:48:48.095359] Epoch: [344] [1180/2904] eta: 0:21:54 lr: 0.001569 loss: 0.1756 (0.1893) loss_rec_all: 0.2020 (0.2153) loss_rec_sfr: 0.2582 (0.2783) loss_cl: -0.2794 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [08:49:03.010335] Epoch: [344] [1200/2904] eta: 0:21:38 lr: 0.001569 loss: 0.1800 (0.1894) loss_rec_all: 0.2060 (0.2153) loss_rec_sfr: 0.2544 (0.2784) loss_cl: -0.2788 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [08:49:17.933502] Epoch: [344] [1220/2904] eta: 0:21:22 lr: 0.001569 loss: 0.1797 (0.1893) loss_rec_all: 0.2062 (0.2152) loss_rec_sfr: 0.2228 (0.2777) loss_cl: -0.2786 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [08:49:32.859980] Epoch: [344] [1240/2904] eta: 0:21:07 lr: 0.001569 loss: 0.1771 (0.1891) loss_rec_all: 0.2038 (0.2151) loss_rec_sfr: 0.2621 (0.2773) loss_cl: -0.2794 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [08:49:47.783682] Epoch: [344] [1260/2904] eta: 0:20:51 lr: 0.001569 loss: 0.1757 (0.1891) loss_rec_all: 0.2019 (0.2151) loss_rec_sfr: 0.2553 (0.2773) loss_cl: -0.2790 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [08:50:02.697149] Epoch: [344] [1280/2904] eta: 0:20:35 lr: 0.001569 loss: 0.1790 (0.1891) loss_rec_all: 0.2055 (0.2150) loss_rec_sfr: 0.2560 (0.2771) loss_cl: -0.2795 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [08:50:17.615464] Epoch: [344] [1300/2904] eta: 0:20:20 lr: 0.001569 loss: 0.1782 (0.1891) loss_rec_all: 0.2042 (0.2150) loss_rec_sfr: 0.2647 (0.2772) loss_cl: -0.2790 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [08:50:32.542550] Epoch: [344] [1320/2904] eta: 0:20:04 lr: 0.001569 loss: 0.1768 (0.1890) loss_rec_all: 0.2030 (0.2150) loss_rec_sfr: 0.2599 (0.2770) loss_cl: -0.2799 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [08:50:47.460487] Epoch: [344] [1340/2904] eta: 0:19:49 lr: 0.001569 loss: 0.1825 (0.1891) loss_rec_all: 0.2082 (0.2150) loss_rec_sfr: 0.2613 (0.2772) loss_cl: -0.2797 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [08:51:02.376858] Epoch: [344] [1360/2904] eta: 0:19:33 lr: 0.001569 loss: 0.1806 (0.1891) loss_rec_all: 0.2068 (0.2151) loss_rec_sfr: 0.2626 (0.2774) loss_cl: -0.2783 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [08:51:17.309048] Epoch: [344] [1380/2904] eta: 0:19:18 lr: 0.001569 loss: 0.1785 (0.1892) loss_rec_all: 0.2046 (0.2151) loss_rec_sfr: 0.2569 (0.2774) loss_cl: -0.2782 (-0.2789) time: 0.7466 data: 0.0002 max mem: 29860 [08:51:32.385197] Epoch: [344] [1400/2904] eta: 0:19:02 lr: 0.001569 loss: 0.1800 (0.1892) loss_rec_all: 0.2057 (0.2152) loss_rec_sfr: 0.2688 (0.2778) loss_cl: -0.2781 (-0.2789) time: 0.7538 data: 0.0002 max mem: 29860 [08:51:47.302790] Epoch: [344] [1420/2904] eta: 0:18:47 lr: 0.001569 loss: 0.1794 (0.1892) loss_rec_all: 0.2056 (0.2151) loss_rec_sfr: 0.2539 (0.2776) loss_cl: -0.2783 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [08:52:02.220916] Epoch: [344] [1440/2904] eta: 0:18:31 lr: 0.001568 loss: 0.1793 (0.1893) loss_rec_all: 0.2060 (0.2153) loss_rec_sfr: 0.2660 (0.2782) loss_cl: -0.2792 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [08:52:17.134533] Epoch: [344] [1460/2904] eta: 0:18:16 lr: 0.001568 loss: 0.1800 (0.1893) loss_rec_all: 0.2059 (0.2152) loss_rec_sfr: 0.2596 (0.2780) loss_cl: -0.2799 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [08:52:32.048837] Epoch: [344] [1480/2904] eta: 0:18:00 lr: 0.001568 loss: 0.1862 (0.1894) loss_rec_all: 0.2123 (0.2153) loss_rec_sfr: 0.2592 (0.2783) loss_cl: -0.2794 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [08:52:46.962728] Epoch: [344] [1500/2904] eta: 0:17:45 lr: 0.001568 loss: 0.1798 (0.1894) loss_rec_all: 0.2058 (0.2154) loss_rec_sfr: 0.2629 (0.2785) loss_cl: -0.2792 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [08:53:01.878376] Epoch: [344] [1520/2904] eta: 0:17:30 lr: 0.001568 loss: 0.1774 (0.1893) loss_rec_all: 0.2041 (0.2153) loss_rec_sfr: 0.2490 (0.2782) loss_cl: -0.2792 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [08:53:16.793039] Epoch: [344] [1540/2904] eta: 0:17:14 lr: 0.001568 loss: 0.1841 (0.1893) loss_rec_all: 0.2102 (0.2153) loss_rec_sfr: 0.2540 (0.2781) loss_cl: -0.2783 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [08:53:31.710181] Epoch: [344] [1560/2904] eta: 0:16:59 lr: 0.001568 loss: 0.1830 (0.1894) loss_rec_all: 0.2091 (0.2153) loss_rec_sfr: 0.2556 (0.2783) loss_cl: -0.2786 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [08:53:46.638480] Epoch: [344] [1580/2904] eta: 0:16:43 lr: 0.001568 loss: 0.1786 (0.1894) loss_rec_all: 0.2048 (0.2153) loss_rec_sfr: 0.2581 (0.2783) loss_cl: -0.2795 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [08:54:01.552506] Epoch: [344] [1600/2904] eta: 0:16:28 lr: 0.001568 loss: 0.1797 (0.1895) loss_rec_all: 0.2062 (0.2154) loss_rec_sfr: 0.2555 (0.2785) loss_cl: -0.2789 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [08:54:16.472513] Epoch: [344] [1620/2904] eta: 0:16:13 lr: 0.001568 loss: 0.1805 (0.1895) loss_rec_all: 0.2063 (0.2155) loss_rec_sfr: 0.2536 (0.2786) loss_cl: -0.2780 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [08:54:31.389579] Epoch: [344] [1640/2904] eta: 0:15:57 lr: 0.001568 loss: 0.1788 (0.1896) loss_rec_all: 0.2050 (0.2155) loss_rec_sfr: 0.2535 (0.2787) loss_cl: -0.2792 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [08:54:46.309763] Epoch: [344] [1660/2904] eta: 0:15:42 lr: 0.001568 loss: 0.1796 (0.1895) loss_rec_all: 0.2057 (0.2155) loss_rec_sfr: 0.2521 (0.2785) loss_cl: -0.2794 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [08:55:01.226295] Epoch: [344] [1680/2904] eta: 0:15:27 lr: 0.001568 loss: 0.1796 (0.1896) loss_rec_all: 0.2057 (0.2156) loss_rec_sfr: 0.2616 (0.2788) loss_cl: -0.2792 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [08:55:16.140709] Epoch: [344] [1700/2904] eta: 0:15:11 lr: 0.001568 loss: 0.1808 (0.1896) loss_rec_all: 0.2068 (0.2155) loss_rec_sfr: 0.2602 (0.2787) loss_cl: -0.2794 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [08:55:31.053091] Epoch: [344] [1720/2904] eta: 0:14:56 lr: 0.001568 loss: 0.1815 (0.1897) loss_rec_all: 0.2074 (0.2156) loss_rec_sfr: 0.2630 (0.2790) loss_cl: -0.2787 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [08:55:45.966448] Epoch: [344] [1740/2904] eta: 0:14:41 lr: 0.001568 loss: 0.1799 (0.1896) loss_rec_all: 0.2058 (0.2156) loss_rec_sfr: 0.2596 (0.2788) loss_cl: -0.2781 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [08:56:00.880468] Epoch: [344] [1760/2904] eta: 0:14:25 lr: 0.001568 loss: 0.1771 (0.1896) loss_rec_all: 0.2036 (0.2156) loss_rec_sfr: 0.2595 (0.2788) loss_cl: -0.2793 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [08:56:15.797736] Epoch: [344] [1780/2904] eta: 0:14:10 lr: 0.001568 loss: 0.1757 (0.1896) loss_rec_all: 0.2018 (0.2155) loss_rec_sfr: 0.2528 (0.2786) loss_cl: -0.2791 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [08:56:30.708948] Epoch: [344] [1800/2904] eta: 0:13:55 lr: 0.001568 loss: 0.1830 (0.1897) loss_rec_all: 0.2092 (0.2156) loss_rec_sfr: 0.2507 (0.2789) loss_cl: -0.2791 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [08:56:45.621307] Epoch: [344] [1820/2904] eta: 0:13:40 lr: 0.001568 loss: 0.1787 (0.1896) loss_rec_all: 0.2047 (0.2156) loss_rec_sfr: 0.2525 (0.2787) loss_cl: -0.2795 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [08:57:00.533704] Epoch: [344] [1840/2904] eta: 0:13:24 lr: 0.001568 loss: 0.1803 (0.1897) loss_rec_all: 0.2063 (0.2156) loss_rec_sfr: 0.2598 (0.2788) loss_cl: -0.2797 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [08:57:15.450796] Epoch: [344] [1860/2904] eta: 0:13:09 lr: 0.001568 loss: 0.1916 (0.1898) loss_rec_all: 0.2177 (0.2158) loss_rec_sfr: 0.2664 (0.2792) loss_cl: -0.2782 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [08:57:30.367436] Epoch: [344] [1880/2904] eta: 0:12:54 lr: 0.001568 loss: 0.1791 (0.1898) loss_rec_all: 0.2051 (0.2157) loss_rec_sfr: 0.2585 (0.2791) loss_cl: -0.2784 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [08:57:45.282683] Epoch: [344] [1900/2904] eta: 0:12:39 lr: 0.001568 loss: 0.1804 (0.1897) loss_rec_all: 0.2066 (0.2157) loss_rec_sfr: 0.2595 (0.2789) loss_cl: -0.2788 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [08:58:00.202115] Epoch: [344] [1920/2904] eta: 0:12:23 lr: 0.001568 loss: 0.1783 (0.1897) loss_rec_all: 0.2044 (0.2157) loss_rec_sfr: 0.2640 (0.2790) loss_cl: -0.2791 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [08:58:15.116800] Epoch: [344] [1940/2904] eta: 0:12:08 lr: 0.001568 loss: 0.1759 (0.1896) loss_rec_all: 0.2025 (0.2156) loss_rec_sfr: 0.2585 (0.2787) loss_cl: -0.2783 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [08:58:30.031948] Epoch: [344] [1960/2904] eta: 0:11:53 lr: 0.001568 loss: 0.1805 (0.1897) loss_rec_all: 0.2068 (0.2157) loss_rec_sfr: 0.2603 (0.2790) loss_cl: -0.2787 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [08:58:44.944904] Epoch: [344] [1980/2904] eta: 0:11:38 lr: 0.001568 loss: 0.1788 (0.1897) loss_rec_all: 0.2050 (0.2156) loss_rec_sfr: 0.2573 (0.2789) loss_cl: -0.2792 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [08:58:59.857470] Epoch: [344] [2000/2904] eta: 0:11:23 lr: 0.001568 loss: 0.1781 (0.1897) loss_rec_all: 0.2042 (0.2156) loss_rec_sfr: 0.2576 (0.2788) loss_cl: -0.2790 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [08:59:14.774689] Epoch: [344] [2020/2904] eta: 0:11:07 lr: 0.001568 loss: 0.1779 (0.1897) loss_rec_all: 0.2038 (0.2156) loss_rec_sfr: 0.2604 (0.2788) loss_cl: -0.2787 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [08:59:29.685791] Epoch: [344] [2040/2904] eta: 0:10:52 lr: 0.001568 loss: 0.1762 (0.1895) loss_rec_all: 0.2023 (0.2155) loss_rec_sfr: 0.2640 (0.2785) loss_cl: -0.2792 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [08:59:44.590637] Epoch: [344] [2060/2904] eta: 0:10:37 lr: 0.001567 loss: 0.1794 (0.1896) loss_rec_all: 0.2056 (0.2155) loss_rec_sfr: 0.2698 (0.2787) loss_cl: -0.2786 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [08:59:59.504091] Epoch: [344] [2080/2904] eta: 0:10:22 lr: 0.001567 loss: 0.1783 (0.1895) loss_rec_all: 0.2044 (0.2154) loss_rec_sfr: 0.2598 (0.2784) loss_cl: -0.2791 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [09:00:14.419854] Epoch: [344] [2100/2904] eta: 0:10:07 lr: 0.001567 loss: 0.1819 (0.1895) loss_rec_all: 0.2080 (0.2154) loss_rec_sfr: 0.2661 (0.2785) loss_cl: -0.2781 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [09:00:29.338815] Epoch: [344] [2120/2904] eta: 0:09:51 lr: 0.001567 loss: 0.1828 (0.1895) loss_rec_all: 0.2092 (0.2154) loss_rec_sfr: 0.2581 (0.2785) loss_cl: -0.2791 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [09:00:44.258515] Epoch: [344] [2140/2904] eta: 0:09:36 lr: 0.001567 loss: 0.1839 (0.1895) loss_rec_all: 0.2101 (0.2154) loss_rec_sfr: 0.2559 (0.2784) loss_cl: -0.2791 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [09:00:59.173694] Epoch: [344] [2160/2904] eta: 0:09:21 lr: 0.001567 loss: 0.1806 (0.1895) loss_rec_all: 0.2071 (0.2155) loss_rec_sfr: 0.2481 (0.2784) loss_cl: -0.2788 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [09:01:14.087629] Epoch: [344] [2180/2904] eta: 0:09:06 lr: 0.001567 loss: 0.1792 (0.1895) loss_rec_all: 0.2055 (0.2155) loss_rec_sfr: 0.2561 (0.2784) loss_cl: -0.2795 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [09:01:29.005721] Epoch: [344] [2200/2904] eta: 0:08:51 lr: 0.001567 loss: 0.1756 (0.1895) loss_rec_all: 0.2023 (0.2155) loss_rec_sfr: 0.2528 (0.2784) loss_cl: -0.2792 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [09:01:43.922109] Epoch: [344] [2220/2904] eta: 0:08:36 lr: 0.001567 loss: 0.1820 (0.1896) loss_rec_all: 0.2079 (0.2155) loss_rec_sfr: 0.2619 (0.2786) loss_cl: -0.2788 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [09:01:58.838118] Epoch: [344] [2240/2904] eta: 0:08:21 lr: 0.001567 loss: 0.1802 (0.1896) loss_rec_all: 0.2066 (0.2156) loss_rec_sfr: 0.2490 (0.2786) loss_cl: -0.2785 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [09:02:13.752830] Epoch: [344] [2260/2904] eta: 0:08:05 lr: 0.001567 loss: 0.1808 (0.1896) loss_rec_all: 0.2066 (0.2156) loss_rec_sfr: 0.2559 (0.2787) loss_cl: -0.2785 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [09:02:28.661692] Epoch: [344] [2280/2904] eta: 0:07:50 lr: 0.001567 loss: 0.1806 (0.1896) loss_rec_all: 0.2071 (0.2156) loss_rec_sfr: 0.2615 (0.2786) loss_cl: -0.2789 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [09:02:43.575348] Epoch: [344] [2300/2904] eta: 0:07:35 lr: 0.001567 loss: 0.1790 (0.1896) loss_rec_all: 0.2052 (0.2155) loss_rec_sfr: 0.2644 (0.2786) loss_cl: -0.2781 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [09:02:58.490835] Epoch: [344] [2320/2904] eta: 0:07:20 lr: 0.001567 loss: 0.1794 (0.1896) loss_rec_all: 0.2059 (0.2156) loss_rec_sfr: 0.2606 (0.2786) loss_cl: -0.2793 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [09:03:13.402181] Epoch: [344] [2340/2904] eta: 0:07:05 lr: 0.001567 loss: 0.1757 (0.1895) loss_rec_all: 0.2017 (0.2155) loss_rec_sfr: 0.2569 (0.2784) loss_cl: -0.2786 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [09:03:28.314960] Epoch: [344] [2360/2904] eta: 0:06:50 lr: 0.001567 loss: 0.1744 (0.1895) loss_rec_all: 0.2006 (0.2154) loss_rec_sfr: 0.2527 (0.2782) loss_cl: -0.2795 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [09:03:43.227700] Epoch: [344] [2380/2904] eta: 0:06:35 lr: 0.001567 loss: 0.1763 (0.1895) loss_rec_all: 0.2026 (0.2154) loss_rec_sfr: 0.2464 (0.2782) loss_cl: -0.2785 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [09:03:58.142208] Epoch: [344] [2400/2904] eta: 0:06:19 lr: 0.001567 loss: 0.1782 (0.1895) loss_rec_all: 0.2046 (0.2154) loss_rec_sfr: 0.2482 (0.2782) loss_cl: -0.2780 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [09:04:13.051778] Epoch: [344] [2420/2904] eta: 0:06:04 lr: 0.001567 loss: 0.1780 (0.1895) loss_rec_all: 0.2047 (0.2154) loss_rec_sfr: 0.2557 (0.2780) loss_cl: -0.2792 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [09:04:27.960752] Epoch: [344] [2440/2904] eta: 0:05:49 lr: 0.001567 loss: 0.1780 (0.1894) loss_rec_all: 0.2041 (0.2154) loss_rec_sfr: 0.2292 (0.2779) loss_cl: -0.2804 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [09:04:42.873836] Epoch: [344] [2460/2904] eta: 0:05:34 lr: 0.001567 loss: 0.1796 (0.1894) loss_rec_all: 0.2056 (0.2154) loss_rec_sfr: 0.2622 (0.2778) loss_cl: -0.2787 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [09:04:57.786933] Epoch: [344] [2480/2904] eta: 0:05:19 lr: 0.001567 loss: 0.1777 (0.1894) loss_rec_all: 0.2042 (0.2153) loss_rec_sfr: 0.2598 (0.2777) loss_cl: -0.2783 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [09:05:12.707799] Epoch: [344] [2500/2904] eta: 0:05:04 lr: 0.001567 loss: 0.1766 (0.1894) loss_rec_all: 0.2030 (0.2153) loss_rec_sfr: 0.2601 (0.2778) loss_cl: -0.2787 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [09:05:27.624069] Epoch: [344] [2520/2904] eta: 0:04:49 lr: 0.001567 loss: 0.1795 (0.1894) loss_rec_all: 0.2057 (0.2153) loss_rec_sfr: 0.2663 (0.2779) loss_cl: -0.2793 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [09:05:42.537379] Epoch: [344] [2540/2904] eta: 0:04:34 lr: 0.001567 loss: 0.1800 (0.1893) loss_rec_all: 0.2065 (0.2153) loss_rec_sfr: 0.2489 (0.2776) loss_cl: -0.2793 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [09:05:57.452764] Epoch: [344] [2560/2904] eta: 0:04:19 lr: 0.001567 loss: 0.1794 (0.1893) loss_rec_all: 0.2052 (0.2152) loss_rec_sfr: 0.2590 (0.2775) loss_cl: -0.2787 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [09:06:12.367567] Epoch: [344] [2580/2904] eta: 0:04:04 lr: 0.001567 loss: 0.1764 (0.1893) loss_rec_all: 0.2025 (0.2152) loss_rec_sfr: 0.2580 (0.2776) loss_cl: -0.2789 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [09:06:27.282104] Epoch: [344] [2600/2904] eta: 0:03:49 lr: 0.001567 loss: 0.1793 (0.1893) loss_rec_all: 0.2058 (0.2152) loss_rec_sfr: 0.2559 (0.2776) loss_cl: -0.2796 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [09:06:42.194459] Epoch: [344] [2620/2904] eta: 0:03:33 lr: 0.001567 loss: 0.1792 (0.1893) loss_rec_all: 0.2053 (0.2152) loss_rec_sfr: 0.2599 (0.2776) loss_cl: -0.2803 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [09:06:57.102403] Epoch: [344] [2640/2904] eta: 0:03:18 lr: 0.001567 loss: 0.1795 (0.1893) loss_rec_all: 0.2061 (0.2152) loss_rec_sfr: 0.2442 (0.2776) loss_cl: -0.2795 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [09:07:12.012418] Epoch: [344] [2660/2904] eta: 0:03:03 lr: 0.001566 loss: 0.1792 (0.1893) loss_rec_all: 0.2052 (0.2152) loss_rec_sfr: 0.2626 (0.2775) loss_cl: -0.2793 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [09:07:26.923865] Epoch: [344] [2680/2904] eta: 0:02:48 lr: 0.001566 loss: 0.1863 (0.1894) loss_rec_all: 0.2123 (0.2153) loss_rec_sfr: 0.2617 (0.2778) loss_cl: -0.2782 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [09:07:41.836843] Epoch: [344] [2700/2904] eta: 0:02:33 lr: 0.001566 loss: 0.1815 (0.1894) loss_rec_all: 0.2078 (0.2153) loss_rec_sfr: 0.2559 (0.2777) loss_cl: -0.2781 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [09:07:56.747954] Epoch: [344] [2720/2904] eta: 0:02:18 lr: 0.001566 loss: 0.1782 (0.1894) loss_rec_all: 0.2041 (0.2153) loss_rec_sfr: 0.2659 (0.2778) loss_cl: -0.2790 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [09:08:11.658650] Epoch: [344] [2740/2904] eta: 0:02:03 lr: 0.001566 loss: 0.1800 (0.1894) loss_rec_all: 0.2060 (0.2154) loss_rec_sfr: 0.2662 (0.2778) loss_cl: -0.2794 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [09:08:26.577780] Epoch: [344] [2760/2904] eta: 0:01:48 lr: 0.001566 loss: 0.1813 (0.1894) loss_rec_all: 0.2075 (0.2154) loss_rec_sfr: 0.2680 (0.2779) loss_cl: -0.2794 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [09:08:41.493688] Epoch: [344] [2780/2904] eta: 0:01:33 lr: 0.001566 loss: 0.1775 (0.1894) loss_rec_all: 0.2036 (0.2153) loss_rec_sfr: 0.2443 (0.2777) loss_cl: -0.2787 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [09:08:56.406610] Epoch: [344] [2800/2904] eta: 0:01:18 lr: 0.001566 loss: 0.1790 (0.1894) loss_rec_all: 0.2056 (0.2153) loss_rec_sfr: 0.2530 (0.2777) loss_cl: -0.2787 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [09:09:11.324119] Epoch: [344] [2820/2904] eta: 0:01:03 lr: 0.001566 loss: 0.1785 (0.1894) loss_rec_all: 0.2050 (0.2153) loss_rec_sfr: 0.2178 (0.2775) loss_cl: -0.2784 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [09:09:26.263673] Epoch: [344] [2840/2904] eta: 0:00:48 lr: 0.001566 loss: 0.1774 (0.1893) loss_rec_all: 0.2035 (0.2152) loss_rec_sfr: 0.2515 (0.2772) loss_cl: -0.2790 (-0.2789) time: 0.7469 data: 0.0023 max mem: 29860 [09:09:41.159729] Epoch: [344] [2860/2904] eta: 0:00:33 lr: 0.001566 loss: 0.1818 (0.1893) loss_rec_all: 0.2082 (0.2153) loss_rec_sfr: 0.2618 (0.2773) loss_cl: -0.2795 (-0.2789) time: 0.7448 data: 0.0001 max mem: 29860 [09:09:56.055239] Epoch: [344] [2880/2904] eta: 0:00:18 lr: 0.001566 loss: 0.1784 (0.1893) loss_rec_all: 0.2044 (0.2152) loss_rec_sfr: 0.2592 (0.2773) loss_cl: -0.2787 (-0.2789) time: 0.7447 data: 0.0001 max mem: 29860 [09:10:10.951520] Epoch: [344] [2900/2904] eta: 0:00:03 lr: 0.001566 loss: 0.1775 (0.1893) loss_rec_all: 0.2037 (0.2153) loss_rec_sfr: 0.2598 (0.2773) loss_cl: -0.2785 (-0.2789) time: 0.7448 data: 0.0001 max mem: 29860 [09:10:13.192665] Epoch: [344] [2903/2904] eta: 0:00:00 lr: 0.001566 loss: 0.1793 (0.1893) loss_rec_all: 0.2058 (0.2153) loss_rec_sfr: 0.2598 (0.2774) loss_cl: -0.2783 (-0.2789) time: 0.7448 data: 0.0001 max mem: 29860 [09:10:15.276100] Epoch: [344] Total time: 0:36:27 (0.7533 s / it) [09:10:15.283301] Averaged stats: lr: 0.001566 loss: 0.1793 (0.1915) loss_rec_all: 0.2058 (0.2151) loss_rec_sfr: 0.2598 (0.2765) loss_cl: -0.2783 (-0.2556) [09:10:15.288013] log_dir: ./checkpoint/VF2_ViT-B [09:10:33.580404] Epoch: [345] [ 0/2904] eta: 14:45:16 lr: 0.001566 loss: 0.1806 (0.1806) loss_rec_all: 0.2067 (0.2067) loss_rec_sfr: 0.2592 (0.2592) loss_cl: -0.2786 (-0.2786) time: 18.2908 data: 10.5811 max mem: 29860 [09:10:50.339636] Epoch: [345] [ 20/2904] eta: 1:20:13 lr: 0.001566 loss: 0.1789 (0.1851) loss_rec_all: 0.2055 (0.2111) loss_rec_sfr: 0.2505 (0.2627) loss_cl: -0.2788 (-0.2787) time: 0.8379 data: 0.0944 max mem: 29860 [09:11:05.211390] Epoch: [345] [ 40/2904] eta: 0:58:07 lr: 0.001566 loss: 0.1780 (0.1861) loss_rec_all: 0.2042 (0.2121) loss_rec_sfr: 0.2576 (0.2672) loss_cl: -0.2783 (-0.2786) time: 0.7435 data: 0.0002 max mem: 29860 [09:11:20.092307] Epoch: [345] [ 60/2904] eta: 0:50:21 lr: 0.001566 loss: 0.1768 (0.1877) loss_rec_all: 0.2029 (0.2136) loss_rec_sfr: 0.2608 (0.2739) loss_cl: -0.2787 (-0.2786) time: 0.7440 data: 0.0002 max mem: 29860 [09:11:34.982063] Epoch: [345] [ 80/2904] eta: 0:46:18 lr: 0.001566 loss: 0.1793 (0.1883) loss_rec_all: 0.2054 (0.2142) loss_rec_sfr: 0.2556 (0.2750) loss_cl: -0.2797 (-0.2789) time: 0.7444 data: 0.0002 max mem: 29860 [09:11:49.887307] Epoch: [345] [ 100/2904] eta: 0:43:46 lr: 0.001566 loss: 0.1750 (0.1869) loss_rec_all: 0.2012 (0.2129) loss_rec_sfr: 0.2226 (0.2692) loss_cl: -0.2797 (-0.2790) time: 0.7452 data: 0.0002 max mem: 29860 [09:12:04.819608] Epoch: [345] [ 120/2904] eta: 0:41:59 lr: 0.001566 loss: 0.1751 (0.1882) loss_rec_all: 0.2011 (0.2142) loss_rec_sfr: 0.2643 (0.2742) loss_cl: -0.2779 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [09:12:19.736915] Epoch: [345] [ 140/2904] eta: 0:40:39 lr: 0.001566 loss: 0.1782 (0.1885) loss_rec_all: 0.2045 (0.2144) loss_rec_sfr: 0.2598 (0.2750) loss_cl: -0.2780 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [09:12:34.667225] Epoch: [345] [ 160/2904] eta: 0:39:35 lr: 0.001566 loss: 0.1900 (0.1896) loss_rec_all: 0.2161 (0.2156) loss_rec_sfr: 0.2559 (0.2785) loss_cl: -0.2781 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [09:12:49.581198] Epoch: [345] [ 180/2904] eta: 0:38:41 lr: 0.001566 loss: 0.1776 (0.1894) loss_rec_all: 0.2037 (0.2153) loss_rec_sfr: 0.2433 (0.2771) loss_cl: -0.2792 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [09:13:04.492157] Epoch: [345] [ 200/2904] eta: 0:37:56 lr: 0.001566 loss: 0.1801 (0.1898) loss_rec_all: 0.2061 (0.2158) loss_rec_sfr: 0.2632 (0.2787) loss_cl: -0.2798 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [09:13:19.400232] Epoch: [345] [ 220/2904] eta: 0:37:15 lr: 0.001566 loss: 0.1839 (0.1900) loss_rec_all: 0.2101 (0.2160) loss_rec_sfr: 0.2593 (0.2788) loss_cl: -0.2797 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [09:13:34.312259] Epoch: [345] [ 240/2904] eta: 0:36:39 lr: 0.001566 loss: 0.1803 (0.1902) loss_rec_all: 0.2064 (0.2161) loss_rec_sfr: 0.2518 (0.2790) loss_cl: -0.2788 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [09:13:49.244296] Epoch: [345] [ 260/2904] eta: 0:36:07 lr: 0.001566 loss: 0.1823 (0.1899) loss_rec_all: 0.2084 (0.2158) loss_rec_sfr: 0.2584 (0.2773) loss_cl: -0.2780 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [09:14:04.152717] Epoch: [345] [ 280/2904] eta: 0:35:37 lr: 0.001566 loss: 0.1797 (0.1903) loss_rec_all: 0.2060 (0.2163) loss_rec_sfr: 0.2636 (0.2797) loss_cl: -0.2784 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [09:14:19.059841] Epoch: [345] [ 300/2904] eta: 0:35:08 lr: 0.001566 loss: 0.1748 (0.1895) loss_rec_all: 0.2007 (0.2154) loss_rec_sfr: 0.2521 (0.2769) loss_cl: -0.2794 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [09:14:33.971609] Epoch: [345] [ 320/2904] eta: 0:34:42 lr: 0.001566 loss: 0.1833 (0.1900) loss_rec_all: 0.2096 (0.2159) loss_rec_sfr: 0.2587 (0.2789) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [09:14:48.904495] Epoch: [345] [ 340/2904] eta: 0:34:17 lr: 0.001566 loss: 0.1788 (0.1901) loss_rec_all: 0.2053 (0.2160) loss_rec_sfr: 0.2668 (0.2793) loss_cl: -0.2783 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [09:15:03.817031] Epoch: [345] [ 360/2904] eta: 0:33:53 lr: 0.001566 loss: 0.1790 (0.1900) loss_rec_all: 0.2050 (0.2159) loss_rec_sfr: 0.2674 (0.2793) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [09:15:18.724540] Epoch: [345] [ 380/2904] eta: 0:33:30 lr: 0.001565 loss: 0.1750 (0.1899) loss_rec_all: 0.2013 (0.2158) loss_rec_sfr: 0.2481 (0.2786) loss_cl: -0.2799 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [09:15:33.636565] Epoch: [345] [ 400/2904] eta: 0:33:07 lr: 0.001565 loss: 0.1769 (0.1897) loss_rec_all: 0.2027 (0.2157) loss_rec_sfr: 0.2600 (0.2781) loss_cl: -0.2793 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [09:15:48.545864] Epoch: [345] [ 420/2904] eta: 0:32:46 lr: 0.001565 loss: 0.1789 (0.1898) loss_rec_all: 0.2049 (0.2157) loss_rec_sfr: 0.2654 (0.2789) loss_cl: -0.2789 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [09:16:03.453282] Epoch: [345] [ 440/2904] eta: 0:32:25 lr: 0.001565 loss: 0.1783 (0.1898) loss_rec_all: 0.2039 (0.2158) loss_rec_sfr: 0.2639 (0.2795) loss_cl: -0.2786 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [09:16:18.358894] Epoch: [345] [ 460/2904] eta: 0:32:04 lr: 0.001565 loss: 0.1761 (0.1897) loss_rec_all: 0.2022 (0.2156) loss_rec_sfr: 0.2191 (0.2788) loss_cl: -0.2789 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [09:16:33.268809] Epoch: [345] [ 480/2904] eta: 0:31:44 lr: 0.001565 loss: 0.1791 (0.1897) loss_rec_all: 0.2051 (0.2157) loss_rec_sfr: 0.2618 (0.2790) loss_cl: -0.2791 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [09:16:48.171808] Epoch: [345] [ 500/2904] eta: 0:31:25 lr: 0.001565 loss: 0.1795 (0.1896) loss_rec_all: 0.2061 (0.2156) loss_rec_sfr: 0.2558 (0.2785) loss_cl: -0.2787 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [09:17:03.079028] Epoch: [345] [ 520/2904] eta: 0:31:05 lr: 0.001565 loss: 0.1772 (0.1895) loss_rec_all: 0.2036 (0.2154) loss_rec_sfr: 0.2464 (0.2775) loss_cl: -0.2794 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [09:17:17.988697] Epoch: [345] [ 540/2904] eta: 0:30:46 lr: 0.001565 loss: 0.1776 (0.1892) loss_rec_all: 0.2039 (0.2151) loss_rec_sfr: 0.2541 (0.2763) loss_cl: -0.2795 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [09:17:32.912596] Epoch: [345] [ 560/2904] eta: 0:30:28 lr: 0.001565 loss: 0.1806 (0.1892) loss_rec_all: 0.2071 (0.2151) loss_rec_sfr: 0.2649 (0.2764) loss_cl: -0.2787 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [09:17:47.822253] Epoch: [345] [ 580/2904] eta: 0:30:10 lr: 0.001565 loss: 0.1780 (0.1892) loss_rec_all: 0.2039 (0.2151) loss_rec_sfr: 0.2514 (0.2763) loss_cl: -0.2782 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [09:18:02.730372] Epoch: [345] [ 600/2904] eta: 0:29:51 lr: 0.001565 loss: 0.1766 (0.1891) loss_rec_all: 0.2026 (0.2150) loss_rec_sfr: 0.2547 (0.2757) loss_cl: -0.2783 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [09:18:17.643118] Epoch: [345] [ 620/2904] eta: 0:29:33 lr: 0.001565 loss: 0.1829 (0.1890) loss_rec_all: 0.2088 (0.2150) loss_rec_sfr: 0.2573 (0.2758) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [09:18:32.551626] Epoch: [345] [ 640/2904] eta: 0:29:16 lr: 0.001565 loss: 0.1782 (0.1890) loss_rec_all: 0.2042 (0.2150) loss_rec_sfr: 0.2559 (0.2756) loss_cl: -0.2784 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [09:18:47.459500] Epoch: [345] [ 660/2904] eta: 0:28:58 lr: 0.001565 loss: 0.1771 (0.1891) loss_rec_all: 0.2031 (0.2150) loss_rec_sfr: 0.2553 (0.2759) loss_cl: -0.2786 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [09:19:02.369075] Epoch: [345] [ 680/2904] eta: 0:28:41 lr: 0.001565 loss: 0.1774 (0.1891) loss_rec_all: 0.2040 (0.2150) loss_rec_sfr: 0.2261 (0.2759) loss_cl: -0.2790 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [09:19:17.280259] Epoch: [345] [ 700/2904] eta: 0:28:23 lr: 0.001565 loss: 0.1827 (0.1892) loss_rec_all: 0.2086 (0.2151) loss_rec_sfr: 0.2625 (0.2762) loss_cl: -0.2793 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [09:19:32.190936] Epoch: [345] [ 720/2904] eta: 0:28:06 lr: 0.001565 loss: 0.1849 (0.1894) loss_rec_all: 0.2111 (0.2153) loss_rec_sfr: 0.2622 (0.2770) loss_cl: -0.2793 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [09:19:47.096213] Epoch: [345] [ 740/2904] eta: 0:27:49 lr: 0.001565 loss: 0.1768 (0.1894) loss_rec_all: 0.2026 (0.2153) loss_rec_sfr: 0.2472 (0.2770) loss_cl: -0.2786 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [09:20:02.000461] Epoch: [345] [ 760/2904] eta: 0:27:32 lr: 0.001565 loss: 0.1819 (0.1895) loss_rec_all: 0.2078 (0.2154) loss_rec_sfr: 0.2555 (0.2773) loss_cl: -0.2798 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [09:20:16.912480] Epoch: [345] [ 780/2904] eta: 0:27:16 lr: 0.001565 loss: 0.1787 (0.1894) loss_rec_all: 0.2045 (0.2153) loss_rec_sfr: 0.2549 (0.2769) loss_cl: -0.2793 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [09:20:31.822238] Epoch: [345] [ 800/2904] eta: 0:26:59 lr: 0.001565 loss: 0.1800 (0.1892) loss_rec_all: 0.2058 (0.2152) loss_rec_sfr: 0.2498 (0.2761) loss_cl: -0.2787 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [09:20:46.732049] Epoch: [345] [ 820/2904] eta: 0:26:42 lr: 0.001565 loss: 0.1791 (0.1891) loss_rec_all: 0.2050 (0.2150) loss_rec_sfr: 0.2604 (0.2760) loss_cl: -0.2791 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [09:21:01.644952] Epoch: [345] [ 840/2904] eta: 0:26:26 lr: 0.001565 loss: 0.1764 (0.1889) loss_rec_all: 0.2023 (0.2148) loss_rec_sfr: 0.2443 (0.2752) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [09:21:16.555357] Epoch: [345] [ 860/2904] eta: 0:26:09 lr: 0.001565 loss: 0.1756 (0.1887) loss_rec_all: 0.2017 (0.2147) loss_rec_sfr: 0.2579 (0.2750) loss_cl: -0.2794 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [09:21:31.466301] Epoch: [345] [ 880/2904] eta: 0:25:53 lr: 0.001565 loss: 0.1775 (0.1887) loss_rec_all: 0.2035 (0.2147) loss_rec_sfr: 0.2544 (0.2751) loss_cl: -0.2792 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [09:21:46.369718] Epoch: [345] [ 900/2904] eta: 0:25:37 lr: 0.001565 loss: 0.1774 (0.1888) loss_rec_all: 0.2036 (0.2147) loss_rec_sfr: 0.2627 (0.2753) loss_cl: -0.2783 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [09:22:01.277484] Epoch: [345] [ 920/2904] eta: 0:25:20 lr: 0.001565 loss: 0.1778 (0.1887) loss_rec_all: 0.2041 (0.2147) loss_rec_sfr: 0.2578 (0.2753) loss_cl: -0.2791 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [09:22:16.160057] Epoch: [345] [ 940/2904] eta: 0:25:04 lr: 0.001565 loss: 0.1783 (0.1888) loss_rec_all: 0.2045 (0.2148) loss_rec_sfr: 0.2579 (0.2757) loss_cl: -0.2796 (-0.2789) time: 0.7441 data: 0.0002 max mem: 29860 [09:22:31.067867] Epoch: [345] [ 960/2904] eta: 0:24:48 lr: 0.001565 loss: 0.1859 (0.1891) loss_rec_all: 0.2120 (0.2151) loss_rec_sfr: 0.2627 (0.2765) loss_cl: -0.2790 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [09:22:45.972782] Epoch: [345] [ 980/2904] eta: 0:24:32 lr: 0.001565 loss: 0.1822 (0.1891) loss_rec_all: 0.2084 (0.2151) loss_rec_sfr: 0.2608 (0.2765) loss_cl: -0.2782 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [09:23:00.877674] Epoch: [345] [1000/2904] eta: 0:24:16 lr: 0.001564 loss: 0.1762 (0.1892) loss_rec_all: 0.2028 (0.2151) loss_rec_sfr: 0.2617 (0.2768) loss_cl: -0.2784 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [09:23:15.784440] Epoch: [345] [1020/2904] eta: 0:24:00 lr: 0.001564 loss: 0.1820 (0.1891) loss_rec_all: 0.2079 (0.2150) loss_rec_sfr: 0.2601 (0.2763) loss_cl: -0.2785 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [09:23:30.693488] Epoch: [345] [1040/2904] eta: 0:23:44 lr: 0.001564 loss: 0.1837 (0.1893) loss_rec_all: 0.2096 (0.2152) loss_rec_sfr: 0.2611 (0.2769) loss_cl: -0.2792 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [09:23:45.597706] Epoch: [345] [1060/2904] eta: 0:23:28 lr: 0.001564 loss: 0.1817 (0.1893) loss_rec_all: 0.2079 (0.2153) loss_rec_sfr: 0.2498 (0.2770) loss_cl: -0.2788 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [09:24:00.515631] Epoch: [345] [1080/2904] eta: 0:23:12 lr: 0.001564 loss: 0.1760 (0.1892) loss_rec_all: 0.2025 (0.2151) loss_rec_sfr: 0.2581 (0.2765) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [09:24:15.428414] Epoch: [345] [1100/2904] eta: 0:22:56 lr: 0.001564 loss: 0.1755 (0.1890) loss_rec_all: 0.2018 (0.2149) loss_rec_sfr: 0.2208 (0.2759) loss_cl: -0.2794 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [09:24:30.335309] Epoch: [345] [1120/2904] eta: 0:22:40 lr: 0.001564 loss: 0.1774 (0.1889) loss_rec_all: 0.2037 (0.2149) loss_rec_sfr: 0.2557 (0.2758) loss_cl: -0.2800 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [09:24:45.246728] Epoch: [345] [1140/2904] eta: 0:22:24 lr: 0.001564 loss: 0.1770 (0.1889) loss_rec_all: 0.2032 (0.2148) loss_rec_sfr: 0.2540 (0.2756) loss_cl: -0.2792 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [09:25:00.154407] Epoch: [345] [1160/2904] eta: 0:22:09 lr: 0.001564 loss: 0.1782 (0.1888) loss_rec_all: 0.2046 (0.2148) loss_rec_sfr: 0.2246 (0.2752) loss_cl: -0.2786 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [09:25:15.061389] Epoch: [345] [1180/2904] eta: 0:21:53 lr: 0.001564 loss: 0.1810 (0.1888) loss_rec_all: 0.2069 (0.2147) loss_rec_sfr: 0.2510 (0.2749) loss_cl: -0.2782 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [09:25:29.975002] Epoch: [345] [1200/2904] eta: 0:21:37 lr: 0.001564 loss: 0.1815 (0.1887) loss_rec_all: 0.2073 (0.2147) loss_rec_sfr: 0.2610 (0.2749) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [09:25:44.880552] Epoch: [345] [1220/2904] eta: 0:21:22 lr: 0.001564 loss: 0.1816 (0.1887) loss_rec_all: 0.2078 (0.2147) loss_rec_sfr: 0.2516 (0.2747) loss_cl: -0.2790 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [09:25:59.792042] Epoch: [345] [1240/2904] eta: 0:21:06 lr: 0.001564 loss: 0.1781 (0.1887) loss_rec_all: 0.2047 (0.2147) loss_rec_sfr: 0.2521 (0.2745) loss_cl: -0.2800 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [09:26:14.702412] Epoch: [345] [1260/2904] eta: 0:20:50 lr: 0.001564 loss: 0.1752 (0.1885) loss_rec_all: 0.2019 (0.2145) loss_rec_sfr: 0.2027 (0.2738) loss_cl: -0.2792 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [09:26:29.607829] Epoch: [345] [1280/2904] eta: 0:20:35 lr: 0.001564 loss: 0.1804 (0.1886) loss_rec_all: 0.2064 (0.2146) loss_rec_sfr: 0.2607 (0.2741) loss_cl: -0.2785 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [09:26:44.515983] Epoch: [345] [1300/2904] eta: 0:20:19 lr: 0.001564 loss: 0.1759 (0.1885) loss_rec_all: 0.2024 (0.2144) loss_rec_sfr: 0.2582 (0.2738) loss_cl: -0.2801 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [09:26:59.431939] Epoch: [345] [1320/2904] eta: 0:20:03 lr: 0.001564 loss: 0.1783 (0.1883) loss_rec_all: 0.2049 (0.2143) loss_rec_sfr: 0.2597 (0.2733) loss_cl: -0.2795 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [09:27:14.344722] Epoch: [345] [1340/2904] eta: 0:19:48 lr: 0.001564 loss: 0.1921 (0.1886) loss_rec_all: 0.2181 (0.2146) loss_rec_sfr: 0.2663 (0.2741) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [09:27:29.256521] Epoch: [345] [1360/2904] eta: 0:19:32 lr: 0.001564 loss: 0.1812 (0.1888) loss_rec_all: 0.2078 (0.2148) loss_rec_sfr: 0.2747 (0.2748) loss_cl: -0.2783 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [09:27:44.165062] Epoch: [345] [1380/2904] eta: 0:19:17 lr: 0.001564 loss: 0.1793 (0.1889) loss_rec_all: 0.2059 (0.2148) loss_rec_sfr: 0.2556 (0.2749) loss_cl: -0.2792 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [09:27:59.072318] Epoch: [345] [1400/2904] eta: 0:19:01 lr: 0.001564 loss: 0.1776 (0.1887) loss_rec_all: 0.2035 (0.2147) loss_rec_sfr: 0.2319 (0.2745) loss_cl: -0.2796 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [09:28:13.984476] Epoch: [345] [1420/2904] eta: 0:18:46 lr: 0.001564 loss: 0.1794 (0.1888) loss_rec_all: 0.2057 (0.2148) loss_rec_sfr: 0.2575 (0.2747) loss_cl: -0.2779 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [09:28:28.900373] Epoch: [345] [1440/2904] eta: 0:18:31 lr: 0.001564 loss: 0.1753 (0.1889) loss_rec_all: 0.2015 (0.2148) loss_rec_sfr: 0.2650 (0.2750) loss_cl: -0.2774 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [09:28:43.813518] Epoch: [345] [1460/2904] eta: 0:18:15 lr: 0.001564 loss: 0.1799 (0.1890) loss_rec_all: 0.2059 (0.2149) loss_rec_sfr: 0.2594 (0.2755) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [09:28:58.725440] Epoch: [345] [1480/2904] eta: 0:18:00 lr: 0.001564 loss: 0.1833 (0.1890) loss_rec_all: 0.2095 (0.2149) loss_rec_sfr: 0.2622 (0.2754) loss_cl: -0.2793 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [09:29:13.642051] Epoch: [345] [1500/2904] eta: 0:17:44 lr: 0.001564 loss: 0.1842 (0.1891) loss_rec_all: 0.2100 (0.2151) loss_rec_sfr: 0.2622 (0.2758) loss_cl: -0.2793 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [09:29:28.553094] Epoch: [345] [1520/2904] eta: 0:17:29 lr: 0.001564 loss: 0.1818 (0.1892) loss_rec_all: 0.2078 (0.2152) loss_rec_sfr: 0.2597 (0.2762) loss_cl: -0.2785 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [09:29:43.460524] Epoch: [345] [1540/2904] eta: 0:17:13 lr: 0.001564 loss: 0.1768 (0.1892) loss_rec_all: 0.2030 (0.2152) loss_rec_sfr: 0.2592 (0.2762) loss_cl: -0.2777 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [09:29:58.372008] Epoch: [345] [1560/2904] eta: 0:16:58 lr: 0.001564 loss: 0.1872 (0.1894) loss_rec_all: 0.2135 (0.2153) loss_rec_sfr: 0.2636 (0.2765) loss_cl: -0.2785 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [09:30:13.276193] Epoch: [345] [1580/2904] eta: 0:16:43 lr: 0.001564 loss: 0.1770 (0.1893) loss_rec_all: 0.2031 (0.2152) loss_rec_sfr: 0.2604 (0.2764) loss_cl: -0.2799 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [09:30:28.192869] Epoch: [345] [1600/2904] eta: 0:16:27 lr: 0.001563 loss: 0.1780 (0.1893) loss_rec_all: 0.2045 (0.2153) loss_rec_sfr: 0.2592 (0.2764) loss_cl: -0.2795 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [09:30:43.107584] Epoch: [345] [1620/2904] eta: 0:16:12 lr: 0.001563 loss: 0.1771 (0.1892) loss_rec_all: 0.2037 (0.2152) loss_rec_sfr: 0.2526 (0.2762) loss_cl: -0.2798 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [09:30:58.013794] Epoch: [345] [1640/2904] eta: 0:15:57 lr: 0.001563 loss: 0.1810 (0.1893) loss_rec_all: 0.2069 (0.2152) loss_rec_sfr: 0.2556 (0.2763) loss_cl: -0.2779 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [09:31:12.919819] Epoch: [345] [1660/2904] eta: 0:15:41 lr: 0.001563 loss: 0.1760 (0.1893) loss_rec_all: 0.2024 (0.2152) loss_rec_sfr: 0.2558 (0.2762) loss_cl: -0.2781 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [09:31:27.831679] Epoch: [345] [1680/2904] eta: 0:15:26 lr: 0.001563 loss: 0.1790 (0.1893) loss_rec_all: 0.2054 (0.2153) loss_rec_sfr: 0.2666 (0.2764) loss_cl: -0.2793 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [09:31:42.743138] Epoch: [345] [1700/2904] eta: 0:15:11 lr: 0.001563 loss: 0.1792 (0.1893) loss_rec_all: 0.2055 (0.2153) loss_rec_sfr: 0.2615 (0.2765) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [09:31:57.650423] Epoch: [345] [1720/2904] eta: 0:14:55 lr: 0.001563 loss: 0.1761 (0.1892) loss_rec_all: 0.2023 (0.2152) loss_rec_sfr: 0.2160 (0.2760) loss_cl: -0.2795 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [09:32:12.556705] Epoch: [345] [1740/2904] eta: 0:14:40 lr: 0.001563 loss: 0.1830 (0.1893) loss_rec_all: 0.2089 (0.2153) loss_rec_sfr: 0.2629 (0.2764) loss_cl: -0.2790 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [09:32:27.464502] Epoch: [345] [1760/2904] eta: 0:14:25 lr: 0.001563 loss: 0.1811 (0.1894) loss_rec_all: 0.2077 (0.2153) loss_rec_sfr: 0.2535 (0.2764) loss_cl: -0.2789 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [09:32:42.373529] Epoch: [345] [1780/2904] eta: 0:14:10 lr: 0.001563 loss: 0.1798 (0.1894) loss_rec_all: 0.2062 (0.2153) loss_rec_sfr: 0.2582 (0.2763) loss_cl: -0.2787 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [09:32:57.275595] Epoch: [345] [1800/2904] eta: 0:13:54 lr: 0.001563 loss: 0.1766 (0.1893) loss_rec_all: 0.2025 (0.2152) loss_rec_sfr: 0.2603 (0.2761) loss_cl: -0.2790 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [09:33:12.183898] Epoch: [345] [1820/2904] eta: 0:13:39 lr: 0.001563 loss: 0.1769 (0.1893) loss_rec_all: 0.2030 (0.2153) loss_rec_sfr: 0.2564 (0.2762) loss_cl: -0.2789 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [09:33:27.090226] Epoch: [345] [1840/2904] eta: 0:13:24 lr: 0.001563 loss: 0.1810 (0.1893) loss_rec_all: 0.2071 (0.2153) loss_rec_sfr: 0.2561 (0.2763) loss_cl: -0.2787 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [09:33:41.995758] Epoch: [345] [1860/2904] eta: 0:13:09 lr: 0.001563 loss: 0.1799 (0.1893) loss_rec_all: 0.2062 (0.2153) loss_rec_sfr: 0.2641 (0.2763) loss_cl: -0.2790 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [09:33:56.900680] Epoch: [345] [1880/2904] eta: 0:12:53 lr: 0.001563 loss: 0.1777 (0.1893) loss_rec_all: 0.2040 (0.2152) loss_rec_sfr: 0.2572 (0.2762) loss_cl: -0.2789 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [09:34:11.813152] Epoch: [345] [1900/2904] eta: 0:12:38 lr: 0.001563 loss: 0.1767 (0.1893) loss_rec_all: 0.2031 (0.2153) loss_rec_sfr: 0.2539 (0.2763) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [09:34:26.730788] Epoch: [345] [1920/2904] eta: 0:12:23 lr: 0.001563 loss: 0.1750 (0.1892) loss_rec_all: 0.2012 (0.2152) loss_rec_sfr: 0.2612 (0.2762) loss_cl: -0.2798 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [09:34:41.641420] Epoch: [345] [1940/2904] eta: 0:12:08 lr: 0.001563 loss: 0.1754 (0.1891) loss_rec_all: 0.2015 (0.2151) loss_rec_sfr: 0.2604 (0.2760) loss_cl: -0.2792 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [09:34:56.550665] Epoch: [345] [1960/2904] eta: 0:11:53 lr: 0.001563 loss: 0.1770 (0.1891) loss_rec_all: 0.2029 (0.2150) loss_rec_sfr: 0.2219 (0.2758) loss_cl: -0.2782 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [09:35:11.458320] Epoch: [345] [1980/2904] eta: 0:11:37 lr: 0.001563 loss: 0.1809 (0.1891) loss_rec_all: 0.2075 (0.2150) loss_rec_sfr: 0.2561 (0.2757) loss_cl: -0.2782 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [09:35:26.366094] Epoch: [345] [2000/2904] eta: 0:11:22 lr: 0.001563 loss: 0.1778 (0.1890) loss_rec_all: 0.2039 (0.2150) loss_rec_sfr: 0.2587 (0.2756) loss_cl: -0.2781 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [09:35:41.272907] Epoch: [345] [2020/2904] eta: 0:11:07 lr: 0.001563 loss: 0.1777 (0.1890) loss_rec_all: 0.2036 (0.2150) loss_rec_sfr: 0.2542 (0.2754) loss_cl: -0.2792 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [09:35:56.176791] Epoch: [345] [2040/2904] eta: 0:10:52 lr: 0.001563 loss: 0.1802 (0.1889) loss_rec_all: 0.2065 (0.2149) loss_rec_sfr: 0.2626 (0.2752) loss_cl: -0.2797 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [09:36:11.084130] Epoch: [345] [2060/2904] eta: 0:10:37 lr: 0.001563 loss: 0.1775 (0.1889) loss_rec_all: 0.2036 (0.2149) loss_rec_sfr: 0.2612 (0.2752) loss_cl: -0.2795 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [09:36:25.987180] Epoch: [345] [2080/2904] eta: 0:10:21 lr: 0.001563 loss: 0.1814 (0.1889) loss_rec_all: 0.2076 (0.2148) loss_rec_sfr: 0.2643 (0.2750) loss_cl: -0.2788 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [09:36:40.894736] Epoch: [345] [2100/2904] eta: 0:10:06 lr: 0.001563 loss: 0.1762 (0.1888) loss_rec_all: 0.2022 (0.2148) loss_rec_sfr: 0.2523 (0.2748) loss_cl: -0.2790 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [09:36:55.800640] Epoch: [345] [2120/2904] eta: 0:09:51 lr: 0.001563 loss: 0.1817 (0.1888) loss_rec_all: 0.2076 (0.2147) loss_rec_sfr: 0.2552 (0.2746) loss_cl: -0.2790 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [09:37:10.708326] Epoch: [345] [2140/2904] eta: 0:09:36 lr: 0.001563 loss: 0.1764 (0.1888) loss_rec_all: 0.2028 (0.2147) loss_rec_sfr: 0.2598 (0.2747) loss_cl: -0.2785 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [09:37:25.618020] Epoch: [345] [2160/2904] eta: 0:09:21 lr: 0.001563 loss: 0.1848 (0.1889) loss_rec_all: 0.2111 (0.2148) loss_rec_sfr: 0.2696 (0.2751) loss_cl: -0.2790 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [09:37:40.529978] Epoch: [345] [2180/2904] eta: 0:09:06 lr: 0.001563 loss: 0.1798 (0.1889) loss_rec_all: 0.2063 (0.2148) loss_rec_sfr: 0.2548 (0.2751) loss_cl: -0.2794 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [09:37:55.438461] Epoch: [345] [2200/2904] eta: 0:08:50 lr: 0.001563 loss: 0.1801 (0.1888) loss_rec_all: 0.2061 (0.2148) loss_rec_sfr: 0.2505 (0.2749) loss_cl: -0.2790 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [09:38:10.351275] Epoch: [345] [2220/2904] eta: 0:08:35 lr: 0.001562 loss: 0.1799 (0.1889) loss_rec_all: 0.2060 (0.2148) loss_rec_sfr: 0.2608 (0.2751) loss_cl: -0.2797 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [09:38:25.260143] Epoch: [345] [2240/2904] eta: 0:08:20 lr: 0.001562 loss: 0.1838 (0.1889) loss_rec_all: 0.2100 (0.2149) loss_rec_sfr: 0.2604 (0.2753) loss_cl: -0.2785 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [09:38:40.165971] Epoch: [345] [2260/2904] eta: 0:08:05 lr: 0.001562 loss: 0.1759 (0.1889) loss_rec_all: 0.2023 (0.2149) loss_rec_sfr: 0.2628 (0.2752) loss_cl: -0.2782 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [09:38:55.079630] Epoch: [345] [2280/2904] eta: 0:07:50 lr: 0.001562 loss: 0.1844 (0.1890) loss_rec_all: 0.2105 (0.2150) loss_rec_sfr: 0.2675 (0.2757) loss_cl: -0.2778 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [09:39:09.981181] Epoch: [345] [2300/2904] eta: 0:07:35 lr: 0.001562 loss: 0.1804 (0.1891) loss_rec_all: 0.2068 (0.2151) loss_rec_sfr: 0.2498 (0.2759) loss_cl: -0.2781 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [09:39:24.886015] Epoch: [345] [2320/2904] eta: 0:07:20 lr: 0.001562 loss: 0.1758 (0.1890) loss_rec_all: 0.2021 (0.2150) loss_rec_sfr: 0.2192 (0.2756) loss_cl: -0.2794 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [09:39:39.798246] Epoch: [345] [2340/2904] eta: 0:07:05 lr: 0.001562 loss: 0.1782 (0.1890) loss_rec_all: 0.2045 (0.2150) loss_rec_sfr: 0.2605 (0.2755) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [09:39:54.708753] Epoch: [345] [2360/2904] eta: 0:06:49 lr: 0.001562 loss: 0.1861 (0.1891) loss_rec_all: 0.2121 (0.2150) loss_rec_sfr: 0.2619 (0.2757) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [09:40:09.617808] Epoch: [345] [2380/2904] eta: 0:06:34 lr: 0.001562 loss: 0.1801 (0.1890) loss_rec_all: 0.2060 (0.2150) loss_rec_sfr: 0.2594 (0.2755) loss_cl: -0.2788 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [09:40:24.526904] Epoch: [345] [2400/2904] eta: 0:06:19 lr: 0.001562 loss: 0.1819 (0.1890) loss_rec_all: 0.2079 (0.2150) loss_rec_sfr: 0.2541 (0.2755) loss_cl: -0.2796 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [09:40:39.430263] Epoch: [345] [2420/2904] eta: 0:06:04 lr: 0.001562 loss: 0.1745 (0.1890) loss_rec_all: 0.2006 (0.2149) loss_rec_sfr: 0.2201 (0.2753) loss_cl: -0.2791 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [09:40:54.338107] Epoch: [345] [2440/2904] eta: 0:05:49 lr: 0.001562 loss: 0.1779 (0.1890) loss_rec_all: 0.2037 (0.2150) loss_rec_sfr: 0.2562 (0.2755) loss_cl: -0.2789 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [09:41:09.249538] Epoch: [345] [2460/2904] eta: 0:05:34 lr: 0.001562 loss: 0.1788 (0.1890) loss_rec_all: 0.2050 (0.2150) loss_rec_sfr: 0.2564 (0.2754) loss_cl: -0.2785 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [09:41:24.165469] Epoch: [345] [2480/2904] eta: 0:05:19 lr: 0.001562 loss: 0.1750 (0.1889) loss_rec_all: 0.2014 (0.2149) loss_rec_sfr: 0.2260 (0.2752) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [09:41:39.076072] Epoch: [345] [2500/2904] eta: 0:05:04 lr: 0.001562 loss: 0.1766 (0.1889) loss_rec_all: 0.2026 (0.2148) loss_rec_sfr: 0.2527 (0.2750) loss_cl: -0.2785 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [09:41:53.986365] Epoch: [345] [2520/2904] eta: 0:04:49 lr: 0.001562 loss: 0.1780 (0.1889) loss_rec_all: 0.2043 (0.2148) loss_rec_sfr: 0.2556 (0.2751) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [09:42:08.897393] Epoch: [345] [2540/2904] eta: 0:04:34 lr: 0.001562 loss: 0.1816 (0.1888) loss_rec_all: 0.2077 (0.2148) loss_rec_sfr: 0.2295 (0.2748) loss_cl: -0.2791 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [09:42:23.805056] Epoch: [345] [2560/2904] eta: 0:04:19 lr: 0.001562 loss: 0.1747 (0.1888) loss_rec_all: 0.2009 (0.2147) loss_rec_sfr: 0.2436 (0.2746) loss_cl: -0.2802 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [09:42:38.710385] Epoch: [345] [2580/2904] eta: 0:04:03 lr: 0.001562 loss: 0.1913 (0.1889) loss_rec_all: 0.2174 (0.2149) loss_rec_sfr: 0.2729 (0.2751) loss_cl: -0.2785 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [09:42:53.620115] Epoch: [345] [2600/2904] eta: 0:03:48 lr: 0.001562 loss: 0.1777 (0.1889) loss_rec_all: 0.2038 (0.2148) loss_rec_sfr: 0.2413 (0.2749) loss_cl: -0.2781 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [09:43:08.532786] Epoch: [345] [2620/2904] eta: 0:03:33 lr: 0.001562 loss: 0.1807 (0.1889) loss_rec_all: 0.2068 (0.2148) loss_rec_sfr: 0.2284 (0.2749) loss_cl: -0.2782 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [09:43:23.451005] Epoch: [345] [2640/2904] eta: 0:03:18 lr: 0.001562 loss: 0.1764 (0.1889) loss_rec_all: 0.2028 (0.2149) loss_rec_sfr: 0.2629 (0.2750) loss_cl: -0.2796 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [09:43:38.361567] Epoch: [345] [2660/2904] eta: 0:03:03 lr: 0.001562 loss: 0.1827 (0.1889) loss_rec_all: 0.2089 (0.2148) loss_rec_sfr: 0.2619 (0.2750) loss_cl: -0.2802 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [09:43:53.271101] Epoch: [345] [2680/2904] eta: 0:02:48 lr: 0.001562 loss: 0.1769 (0.1889) loss_rec_all: 0.2033 (0.2148) loss_rec_sfr: 0.2645 (0.2749) loss_cl: -0.2794 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [09:44:08.176002] Epoch: [345] [2700/2904] eta: 0:02:33 lr: 0.001562 loss: 0.1767 (0.1889) loss_rec_all: 0.2027 (0.2148) loss_rec_sfr: 0.2487 (0.2749) loss_cl: -0.2780 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [09:44:23.080917] Epoch: [345] [2720/2904] eta: 0:02:18 lr: 0.001562 loss: 0.1778 (0.1888) loss_rec_all: 0.2037 (0.2148) loss_rec_sfr: 0.2572 (0.2748) loss_cl: -0.2781 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [09:44:37.988612] Epoch: [345] [2740/2904] eta: 0:02:03 lr: 0.001562 loss: 0.1781 (0.1888) loss_rec_all: 0.2046 (0.2147) loss_rec_sfr: 0.2175 (0.2746) loss_cl: -0.2794 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [09:44:52.889307] Epoch: [345] [2760/2904] eta: 0:01:48 lr: 0.001562 loss: 0.1796 (0.1888) loss_rec_all: 0.2062 (0.2148) loss_rec_sfr: 0.2592 (0.2747) loss_cl: -0.2797 (-0.2789) time: 0.7450 data: 0.0002 max mem: 29860 [09:45:07.791007] Epoch: [345] [2780/2904] eta: 0:01:33 lr: 0.001562 loss: 0.1823 (0.1889) loss_rec_all: 0.2082 (0.2148) loss_rec_sfr: 0.2571 (0.2748) loss_cl: -0.2787 (-0.2789) time: 0.7450 data: 0.0002 max mem: 29860 [09:45:22.691403] Epoch: [345] [2800/2904] eta: 0:01:18 lr: 0.001562 loss: 0.1756 (0.1888) loss_rec_all: 0.2021 (0.2148) loss_rec_sfr: 0.2648 (0.2748) loss_cl: -0.2791 (-0.2789) time: 0.7450 data: 0.0002 max mem: 29860 [09:45:37.598096] Epoch: [345] [2820/2904] eta: 0:01:03 lr: 0.001562 loss: 0.1869 (0.1889) loss_rec_all: 0.2129 (0.2149) loss_rec_sfr: 0.2630 (0.2749) loss_cl: -0.2781 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [09:45:52.532345] Epoch: [345] [2840/2904] eta: 0:00:48 lr: 0.001561 loss: 0.1769 (0.1888) loss_rec_all: 0.2032 (0.2148) loss_rec_sfr: 0.2605 (0.2747) loss_cl: -0.2783 (-0.2788) time: 0.7467 data: 0.0023 max mem: 29860 [09:46:07.424190] Epoch: [345] [2860/2904] eta: 0:00:33 lr: 0.001561 loss: 0.1802 (0.1888) loss_rec_all: 0.2061 (0.2148) loss_rec_sfr: 0.2289 (0.2746) loss_cl: -0.2788 (-0.2788) time: 0.7446 data: 0.0001 max mem: 29860 [09:46:22.315538] Epoch: [345] [2880/2904] eta: 0:00:18 lr: 0.001561 loss: 0.1770 (0.1888) loss_rec_all: 0.2034 (0.2147) loss_rec_sfr: 0.2590 (0.2745) loss_cl: -0.2788 (-0.2788) time: 0.7445 data: 0.0001 max mem: 29860 [09:46:37.205370] Epoch: [345] [2900/2904] eta: 0:00:03 lr: 0.001561 loss: 0.1793 (0.1888) loss_rec_all: 0.2057 (0.2147) loss_rec_sfr: 0.2614 (0.2744) loss_cl: -0.2784 (-0.2788) time: 0.7445 data: 0.0001 max mem: 29860 [09:46:39.444256] Epoch: [345] [2903/2904] eta: 0:00:00 lr: 0.001561 loss: 0.1777 (0.1887) loss_rec_all: 0.2036 (0.2147) loss_rec_sfr: 0.2638 (0.2744) loss_cl: -0.2788 (-0.2788) time: 0.7444 data: 0.0001 max mem: 29860 [09:46:41.509345] Epoch: [345] Total time: 0:36:26 (0.7528 s / it) [09:46:41.511051] Averaged stats: lr: 0.001561 loss: 0.1777 (0.1913) loss_rec_all: 0.2036 (0.2149) loss_rec_sfr: 0.2638 (0.2756) loss_cl: -0.2788 (-0.2556) [09:46:41.515678] log_dir: ./checkpoint/VF2_ViT-B [09:46:59.270611] Epoch: [346] [ 0/2904] eta: 14:19:08 lr: 0.001561 loss: 0.1854 (0.1854) loss_rec_all: 0.2116 (0.2116) loss_rec_sfr: 0.2530 (0.2530) loss_cl: -0.2799 (-0.2799) time: 17.7508 data: 14.7494 max mem: 29860 [09:47:14.142692] Epoch: [346] [ 20/2904] eta: 1:14:40 lr: 0.001561 loss: 0.1800 (0.1895) loss_rec_all: 0.2061 (0.2155) loss_rec_sfr: 0.2582 (0.2796) loss_cl: -0.2798 (-0.2796) time: 0.7436 data: 0.0002 max mem: 29860 [09:47:29.015794] Epoch: [346] [ 40/2904] eta: 0:55:17 lr: 0.001561 loss: 0.1790 (0.1869) loss_rec_all: 0.2049 (0.2129) loss_rec_sfr: 0.2524 (0.2713) loss_cl: -0.2797 (-0.2795) time: 0.7436 data: 0.0002 max mem: 29860 [09:47:43.889866] Epoch: [346] [ 60/2904] eta: 0:48:27 lr: 0.001561 loss: 0.1818 (0.1896) loss_rec_all: 0.2078 (0.2155) loss_rec_sfr: 0.2596 (0.2808) loss_cl: -0.2790 (-0.2793) time: 0.7437 data: 0.0002 max mem: 29860 [09:47:58.774141] Epoch: [346] [ 80/2904] eta: 0:44:53 lr: 0.001561 loss: 0.1750 (0.1879) loss_rec_all: 0.2010 (0.2139) loss_rec_sfr: 0.2601 (0.2774) loss_cl: -0.2786 (-0.2791) time: 0.7442 data: 0.0002 max mem: 29860 [09:48:13.678557] Epoch: [346] [ 100/2904] eta: 0:42:38 lr: 0.001561 loss: 0.1781 (0.1878) loss_rec_all: 0.2041 (0.2138) loss_rec_sfr: 0.2593 (0.2763) loss_cl: -0.2784 (-0.2790) time: 0.7452 data: 0.0002 max mem: 29860 [09:48:28.598650] Epoch: [346] [ 120/2904] eta: 0:41:03 lr: 0.001561 loss: 0.1804 (0.1879) loss_rec_all: 0.2063 (0.2138) loss_rec_sfr: 0.2631 (0.2776) loss_cl: -0.2785 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [09:48:43.501461] Epoch: [346] [ 140/2904] eta: 0:39:51 lr: 0.001561 loss: 0.1783 (0.1890) loss_rec_all: 0.2045 (0.2149) loss_rec_sfr: 0.2622 (0.2806) loss_cl: -0.2792 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [09:48:58.423504] Epoch: [346] [ 160/2904] eta: 0:38:53 lr: 0.001561 loss: 0.1788 (0.1896) loss_rec_all: 0.2051 (0.2155) loss_rec_sfr: 0.2625 (0.2823) loss_cl: -0.2792 (-0.2790) time: 0.7461 data: 0.0002 max mem: 29860 [09:49:13.337591] Epoch: [346] [ 180/2904] eta: 0:38:04 lr: 0.001561 loss: 0.1811 (0.1907) loss_rec_all: 0.2074 (0.2166) loss_rec_sfr: 0.2703 (0.2849) loss_cl: -0.2798 (-0.2790) time: 0.7457 data: 0.0002 max mem: 29860 [09:49:28.257733] Epoch: [346] [ 200/2904] eta: 0:37:22 lr: 0.001561 loss: 0.1861 (0.1912) loss_rec_all: 0.2121 (0.2171) loss_rec_sfr: 0.2597 (0.2864) loss_cl: -0.2787 (-0.2790) time: 0.7460 data: 0.0002 max mem: 29860 [09:49:43.174664] Epoch: [346] [ 220/2904] eta: 0:36:46 lr: 0.001561 loss: 0.1806 (0.1914) loss_rec_all: 0.2072 (0.2173) loss_rec_sfr: 0.2643 (0.2869) loss_cl: -0.2786 (-0.2790) time: 0.7458 data: 0.0002 max mem: 29860 [09:49:58.111777] Epoch: [346] [ 240/2904] eta: 0:36:13 lr: 0.001561 loss: 0.1801 (0.1913) loss_rec_all: 0.2063 (0.2172) loss_rec_sfr: 0.2581 (0.2868) loss_cl: -0.2789 (-0.2790) time: 0.7468 data: 0.0002 max mem: 29860 [09:50:13.022011] Epoch: [346] [ 260/2904] eta: 0:35:42 lr: 0.001561 loss: 0.1767 (0.1903) loss_rec_all: 0.2027 (0.2162) loss_rec_sfr: 0.2507 (0.2834) loss_cl: -0.2786 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [09:50:27.927977] Epoch: [346] [ 280/2904] eta: 0:35:14 lr: 0.001561 loss: 0.1795 (0.1901) loss_rec_all: 0.2054 (0.2161) loss_rec_sfr: 0.2583 (0.2824) loss_cl: -0.2779 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [09:50:42.847811] Epoch: [346] [ 300/2904] eta: 0:34:47 lr: 0.001561 loss: 0.1769 (0.1897) loss_rec_all: 0.2029 (0.2156) loss_rec_sfr: 0.2501 (0.2806) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [09:50:57.785132] Epoch: [346] [ 320/2904] eta: 0:34:22 lr: 0.001561 loss: 0.1820 (0.1904) loss_rec_all: 0.2080 (0.2163) loss_rec_sfr: 0.2684 (0.2832) loss_cl: -0.2803 (-0.2789) time: 0.7468 data: 0.0002 max mem: 29860 [09:51:12.693389] Epoch: [346] [ 340/2904] eta: 0:33:58 lr: 0.001561 loss: 0.1791 (0.1903) loss_rec_all: 0.2053 (0.2162) loss_rec_sfr: 0.2608 (0.2825) loss_cl: -0.2799 (-0.2790) time: 0.7454 data: 0.0002 max mem: 29860 [09:51:27.605766] Epoch: [346] [ 360/2904] eta: 0:33:35 lr: 0.001561 loss: 0.1789 (0.1902) loss_rec_all: 0.2051 (0.2161) loss_rec_sfr: 0.2555 (0.2817) loss_cl: -0.2790 (-0.2790) time: 0.7456 data: 0.0002 max mem: 29860 [09:51:42.517624] Epoch: [346] [ 380/2904] eta: 0:33:13 lr: 0.001561 loss: 0.1790 (0.1902) loss_rec_all: 0.2052 (0.2161) loss_rec_sfr: 0.2513 (0.2816) loss_cl: -0.2788 (-0.2790) time: 0.7455 data: 0.0002 max mem: 29860 [09:51:57.433966] Epoch: [346] [ 400/2904] eta: 0:32:52 lr: 0.001561 loss: 0.1767 (0.1901) loss_rec_all: 0.2028 (0.2160) loss_rec_sfr: 0.2604 (0.2814) loss_cl: -0.2785 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [09:52:12.345868] Epoch: [346] [ 420/2904] eta: 0:32:31 lr: 0.001561 loss: 0.1768 (0.1903) loss_rec_all: 0.2031 (0.2162) loss_rec_sfr: 0.2589 (0.2821) loss_cl: -0.2785 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [09:52:27.257903] Epoch: [346] [ 440/2904] eta: 0:32:11 lr: 0.001561 loss: 0.1748 (0.1899) loss_rec_all: 0.2009 (0.2158) loss_rec_sfr: 0.2568 (0.2806) loss_cl: -0.2788 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [09:52:42.174525] Epoch: [346] [ 460/2904] eta: 0:31:51 lr: 0.001561 loss: 0.1746 (0.1896) loss_rec_all: 0.2008 (0.2155) loss_rec_sfr: 0.2532 (0.2792) loss_cl: -0.2796 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [09:52:57.086237] Epoch: [346] [ 480/2904] eta: 0:31:32 lr: 0.001561 loss: 0.1783 (0.1894) loss_rec_all: 0.2042 (0.2154) loss_rec_sfr: 0.2570 (0.2792) loss_cl: -0.2787 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [09:53:11.994216] Epoch: [346] [ 500/2904] eta: 0:31:13 lr: 0.001561 loss: 0.1832 (0.1899) loss_rec_all: 0.2091 (0.2159) loss_rec_sfr: 0.2741 (0.2810) loss_cl: -0.2788 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [09:53:26.910508] Epoch: [346] [ 520/2904] eta: 0:30:54 lr: 0.001561 loss: 0.1756 (0.1898) loss_rec_all: 0.2014 (0.2157) loss_rec_sfr: 0.2487 (0.2805) loss_cl: -0.2790 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [09:53:41.822923] Epoch: [346] [ 540/2904] eta: 0:30:36 lr: 0.001560 loss: 0.1773 (0.1897) loss_rec_all: 0.2038 (0.2156) loss_rec_sfr: 0.2295 (0.2798) loss_cl: -0.2798 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [09:53:56.736229] Epoch: [346] [ 560/2904] eta: 0:30:18 lr: 0.001560 loss: 0.1764 (0.1896) loss_rec_all: 0.2027 (0.2156) loss_rec_sfr: 0.2602 (0.2798) loss_cl: -0.2785 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [09:54:11.649106] Epoch: [346] [ 580/2904] eta: 0:30:00 lr: 0.001560 loss: 0.1774 (0.1894) loss_rec_all: 0.2035 (0.2153) loss_rec_sfr: 0.2598 (0.2791) loss_cl: -0.2789 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [09:54:26.563078] Epoch: [346] [ 600/2904] eta: 0:29:42 lr: 0.001560 loss: 0.1777 (0.1891) loss_rec_all: 0.2042 (0.2150) loss_rec_sfr: 0.2539 (0.2782) loss_cl: -0.2793 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [09:54:41.477452] Epoch: [346] [ 620/2904] eta: 0:29:25 lr: 0.001560 loss: 0.1791 (0.1891) loss_rec_all: 0.2053 (0.2151) loss_rec_sfr: 0.2630 (0.2783) loss_cl: -0.2798 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [09:54:56.390091] Epoch: [346] [ 640/2904] eta: 0:29:07 lr: 0.001560 loss: 0.1813 (0.1894) loss_rec_all: 0.2073 (0.2153) loss_rec_sfr: 0.2664 (0.2794) loss_cl: -0.2791 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [09:55:11.301023] Epoch: [346] [ 660/2904] eta: 0:28:50 lr: 0.001560 loss: 0.1804 (0.1894) loss_rec_all: 0.2070 (0.2153) loss_rec_sfr: 0.2675 (0.2794) loss_cl: -0.2785 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [09:55:26.213144] Epoch: [346] [ 680/2904] eta: 0:28:33 lr: 0.001560 loss: 0.1776 (0.1891) loss_rec_all: 0.2040 (0.2151) loss_rec_sfr: 0.2478 (0.2784) loss_cl: -0.2784 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [09:55:41.121876] Epoch: [346] [ 700/2904] eta: 0:28:16 lr: 0.001560 loss: 0.1786 (0.1892) loss_rec_all: 0.2044 (0.2152) loss_rec_sfr: 0.2494 (0.2786) loss_cl: -0.2788 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [09:55:56.032561] Epoch: [346] [ 720/2904] eta: 0:27:59 lr: 0.001560 loss: 0.1810 (0.1895) loss_rec_all: 0.2072 (0.2154) loss_rec_sfr: 0.2746 (0.2796) loss_cl: -0.2796 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [09:56:10.945893] Epoch: [346] [ 740/2904] eta: 0:27:42 lr: 0.001560 loss: 0.1816 (0.1897) loss_rec_all: 0.2077 (0.2156) loss_rec_sfr: 0.2619 (0.2800) loss_cl: -0.2787 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [09:56:25.860362] Epoch: [346] [ 760/2904] eta: 0:27:26 lr: 0.001560 loss: 0.1818 (0.1896) loss_rec_all: 0.2084 (0.2155) loss_rec_sfr: 0.2536 (0.2795) loss_cl: -0.2790 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [09:56:40.772386] Epoch: [346] [ 780/2904] eta: 0:27:09 lr: 0.001560 loss: 0.1842 (0.1897) loss_rec_all: 0.2101 (0.2156) loss_rec_sfr: 0.2632 (0.2799) loss_cl: -0.2793 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [09:56:55.686199] Epoch: [346] [ 800/2904] eta: 0:26:53 lr: 0.001560 loss: 0.1806 (0.1898) loss_rec_all: 0.2070 (0.2157) loss_rec_sfr: 0.2541 (0.2798) loss_cl: -0.2780 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [09:57:10.600598] Epoch: [346] [ 820/2904] eta: 0:26:36 lr: 0.001560 loss: 0.1772 (0.1896) loss_rec_all: 0.2032 (0.2155) loss_rec_sfr: 0.2543 (0.2790) loss_cl: -0.2794 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [09:57:25.506889] Epoch: [346] [ 840/2904] eta: 0:26:20 lr: 0.001560 loss: 0.1795 (0.1894) loss_rec_all: 0.2060 (0.2154) loss_rec_sfr: 0.2252 (0.2781) loss_cl: -0.2793 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [09:57:40.410185] Epoch: [346] [ 860/2904] eta: 0:26:04 lr: 0.001560 loss: 0.1780 (0.1893) loss_rec_all: 0.2045 (0.2153) loss_rec_sfr: 0.2588 (0.2777) loss_cl: -0.2786 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [09:57:55.318774] Epoch: [346] [ 880/2904] eta: 0:25:47 lr: 0.001560 loss: 0.1779 (0.1895) loss_rec_all: 0.2038 (0.2154) loss_rec_sfr: 0.2536 (0.2780) loss_cl: -0.2776 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [09:58:10.225916] Epoch: [346] [ 900/2904] eta: 0:25:31 lr: 0.001560 loss: 0.1805 (0.1896) loss_rec_all: 0.2068 (0.2155) loss_rec_sfr: 0.2624 (0.2782) loss_cl: -0.2792 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [09:58:25.140567] Epoch: [346] [ 920/2904] eta: 0:25:15 lr: 0.001560 loss: 0.1801 (0.1896) loss_rec_all: 0.2066 (0.2156) loss_rec_sfr: 0.2698 (0.2784) loss_cl: -0.2803 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [09:58:40.057350] Epoch: [346] [ 940/2904] eta: 0:24:59 lr: 0.001560 loss: 0.1762 (0.1896) loss_rec_all: 0.2023 (0.2155) loss_rec_sfr: 0.2599 (0.2784) loss_cl: -0.2791 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [09:58:54.966608] Epoch: [346] [ 960/2904] eta: 0:24:43 lr: 0.001560 loss: 0.1800 (0.1895) loss_rec_all: 0.2065 (0.2154) loss_rec_sfr: 0.2577 (0.2781) loss_cl: -0.2786 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [09:59:09.892706] Epoch: [346] [ 980/2904] eta: 0:24:27 lr: 0.001560 loss: 0.1798 (0.1895) loss_rec_all: 0.2057 (0.2154) loss_rec_sfr: 0.2523 (0.2780) loss_cl: -0.2782 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [09:59:24.813323] Epoch: [346] [1000/2904] eta: 0:24:11 lr: 0.001560 loss: 0.1751 (0.1893) loss_rec_all: 0.2015 (0.2153) loss_rec_sfr: 0.2538 (0.2775) loss_cl: -0.2787 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [09:59:39.725456] Epoch: [346] [1020/2904] eta: 0:23:55 lr: 0.001560 loss: 0.1788 (0.1893) loss_rec_all: 0.2051 (0.2153) loss_rec_sfr: 0.2497 (0.2774) loss_cl: -0.2786 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [09:59:54.634550] Epoch: [346] [1040/2904] eta: 0:23:40 lr: 0.001560 loss: 0.1822 (0.1894) loss_rec_all: 0.2084 (0.2153) loss_rec_sfr: 0.2553 (0.2775) loss_cl: -0.2791 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [10:00:09.541644] Epoch: [346] [1060/2904] eta: 0:23:24 lr: 0.001560 loss: 0.1778 (0.1893) loss_rec_all: 0.2041 (0.2153) loss_rec_sfr: 0.2555 (0.2773) loss_cl: -0.2798 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [10:00:24.455346] Epoch: [346] [1080/2904] eta: 0:23:08 lr: 0.001560 loss: 0.1801 (0.1893) loss_rec_all: 0.2061 (0.2153) loss_rec_sfr: 0.2534 (0.2773) loss_cl: -0.2790 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [10:00:39.365638] Epoch: [346] [1100/2904] eta: 0:22:52 lr: 0.001560 loss: 0.1776 (0.1892) loss_rec_all: 0.2037 (0.2152) loss_rec_sfr: 0.2513 (0.2770) loss_cl: -0.2791 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [10:00:54.274287] Epoch: [346] [1120/2904] eta: 0:22:37 lr: 0.001560 loss: 0.1806 (0.1893) loss_rec_all: 0.2067 (0.2152) loss_rec_sfr: 0.2566 (0.2772) loss_cl: -0.2783 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [10:01:09.185298] Epoch: [346] [1140/2904] eta: 0:22:21 lr: 0.001560 loss: 0.1805 (0.1893) loss_rec_all: 0.2065 (0.2153) loss_rec_sfr: 0.2677 (0.2775) loss_cl: -0.2785 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [10:01:24.094165] Epoch: [346] [1160/2904] eta: 0:22:05 lr: 0.001559 loss: 0.1763 (0.1893) loss_rec_all: 0.2023 (0.2152) loss_rec_sfr: 0.2601 (0.2774) loss_cl: -0.2790 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [10:01:39.001345] Epoch: [346] [1180/2904] eta: 0:21:50 lr: 0.001559 loss: 0.1807 (0.1892) loss_rec_all: 0.2068 (0.2152) loss_rec_sfr: 0.2590 (0.2772) loss_cl: -0.2796 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [10:01:53.915284] Epoch: [346] [1200/2904] eta: 0:21:34 lr: 0.001559 loss: 0.1844 (0.1894) loss_rec_all: 0.2105 (0.2154) loss_rec_sfr: 0.2709 (0.2779) loss_cl: -0.2791 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [10:02:08.826513] Epoch: [346] [1220/2904] eta: 0:21:18 lr: 0.001559 loss: 0.1771 (0.1893) loss_rec_all: 0.2030 (0.2153) loss_rec_sfr: 0.2497 (0.2777) loss_cl: -0.2784 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [10:02:23.736186] Epoch: [346] [1240/2904] eta: 0:21:03 lr: 0.001559 loss: 0.1790 (0.1893) loss_rec_all: 0.2053 (0.2153) loss_rec_sfr: 0.2640 (0.2778) loss_cl: -0.2786 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [10:02:38.642250] Epoch: [346] [1260/2904] eta: 0:20:47 lr: 0.001559 loss: 0.1819 (0.1894) loss_rec_all: 0.2085 (0.2154) loss_rec_sfr: 0.2600 (0.2781) loss_cl: -0.2789 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [10:02:53.555580] Epoch: [346] [1280/2904] eta: 0:20:32 lr: 0.001559 loss: 0.1806 (0.1894) loss_rec_all: 0.2070 (0.2153) loss_rec_sfr: 0.2575 (0.2779) loss_cl: -0.2801 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [10:03:08.466514] Epoch: [346] [1300/2904] eta: 0:20:16 lr: 0.001559 loss: 0.1742 (0.1893) loss_rec_all: 0.2008 (0.2153) loss_rec_sfr: 0.2033 (0.2775) loss_cl: -0.2804 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [10:03:23.373995] Epoch: [346] [1320/2904] eta: 0:20:01 lr: 0.001559 loss: 0.1778 (0.1894) loss_rec_all: 0.2040 (0.2153) loss_rec_sfr: 0.2626 (0.2778) loss_cl: -0.2788 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [10:03:38.279802] Epoch: [346] [1340/2904] eta: 0:19:45 lr: 0.001559 loss: 0.1768 (0.1893) loss_rec_all: 0.2033 (0.2152) loss_rec_sfr: 0.2530 (0.2774) loss_cl: -0.2778 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [10:03:53.186551] Epoch: [346] [1360/2904] eta: 0:19:30 lr: 0.001559 loss: 0.1791 (0.1893) loss_rec_all: 0.2053 (0.2152) loss_rec_sfr: 0.2583 (0.2774) loss_cl: -0.2782 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [10:04:08.095818] Epoch: [346] [1380/2904] eta: 0:19:14 lr: 0.001559 loss: 0.1847 (0.1894) loss_rec_all: 0.2108 (0.2153) loss_rec_sfr: 0.2612 (0.2776) loss_cl: -0.2794 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [10:04:23.015282] Epoch: [346] [1400/2904] eta: 0:18:59 lr: 0.001559 loss: 0.1789 (0.1894) loss_rec_all: 0.2049 (0.2153) loss_rec_sfr: 0.2491 (0.2775) loss_cl: -0.2793 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [10:04:37.928005] Epoch: [346] [1420/2904] eta: 0:18:44 lr: 0.001559 loss: 0.1789 (0.1894) loss_rec_all: 0.2051 (0.2154) loss_rec_sfr: 0.2630 (0.2777) loss_cl: -0.2784 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [10:04:52.846919] Epoch: [346] [1440/2904] eta: 0:18:28 lr: 0.001559 loss: 0.1784 (0.1893) loss_rec_all: 0.2049 (0.2152) loss_rec_sfr: 0.2209 (0.2771) loss_cl: -0.2786 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [10:05:07.760643] Epoch: [346] [1460/2904] eta: 0:18:13 lr: 0.001559 loss: 0.1787 (0.1894) loss_rec_all: 0.2046 (0.2153) loss_rec_sfr: 0.2681 (0.2774) loss_cl: -0.2783 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [10:05:22.672498] Epoch: [346] [1480/2904] eta: 0:17:57 lr: 0.001559 loss: 0.1765 (0.1893) loss_rec_all: 0.2031 (0.2152) loss_rec_sfr: 0.2545 (0.2771) loss_cl: -0.2787 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [10:05:37.584512] Epoch: [346] [1500/2904] eta: 0:17:42 lr: 0.001559 loss: 0.1793 (0.1893) loss_rec_all: 0.2056 (0.2152) loss_rec_sfr: 0.2616 (0.2772) loss_cl: -0.2802 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [10:05:52.494318] Epoch: [346] [1520/2904] eta: 0:17:27 lr: 0.001559 loss: 0.1761 (0.1892) loss_rec_all: 0.2020 (0.2152) loss_rec_sfr: 0.2555 (0.2770) loss_cl: -0.2789 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [10:06:07.404651] Epoch: [346] [1540/2904] eta: 0:17:11 lr: 0.001559 loss: 0.1758 (0.1892) loss_rec_all: 0.2022 (0.2151) loss_rec_sfr: 0.2481 (0.2770) loss_cl: -0.2792 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [10:06:22.317571] Epoch: [346] [1560/2904] eta: 0:16:56 lr: 0.001559 loss: 0.1789 (0.1891) loss_rec_all: 0.2050 (0.2151) loss_rec_sfr: 0.2540 (0.2768) loss_cl: -0.2793 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [10:06:37.228370] Epoch: [346] [1580/2904] eta: 0:16:41 lr: 0.001559 loss: 0.1837 (0.1892) loss_rec_all: 0.2102 (0.2152) loss_rec_sfr: 0.2589 (0.2769) loss_cl: -0.2789 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [10:06:52.141301] Epoch: [346] [1600/2904] eta: 0:16:25 lr: 0.001559 loss: 0.1770 (0.1893) loss_rec_all: 0.2031 (0.2152) loss_rec_sfr: 0.2562 (0.2771) loss_cl: -0.2788 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [10:07:07.052739] Epoch: [346] [1620/2904] eta: 0:16:10 lr: 0.001559 loss: 0.1806 (0.1893) loss_rec_all: 0.2065 (0.2152) loss_rec_sfr: 0.2605 (0.2772) loss_cl: -0.2785 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [10:07:21.961748] Epoch: [346] [1640/2904] eta: 0:15:55 lr: 0.001559 loss: 0.1824 (0.1894) loss_rec_all: 0.2086 (0.2153) loss_rec_sfr: 0.2628 (0.2777) loss_cl: -0.2785 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [10:07:36.876707] Epoch: [346] [1660/2904] eta: 0:15:40 lr: 0.001559 loss: 0.1790 (0.1894) loss_rec_all: 0.2052 (0.2153) loss_rec_sfr: 0.2599 (0.2777) loss_cl: -0.2791 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [10:07:51.928347] Epoch: [346] [1680/2904] eta: 0:15:24 lr: 0.001559 loss: 0.1788 (0.1893) loss_rec_all: 0.2047 (0.2152) loss_rec_sfr: 0.2698 (0.2775) loss_cl: -0.2786 (-0.2789) time: 0.7525 data: 0.0002 max mem: 29860 [10:08:06.844788] Epoch: [346] [1700/2904] eta: 0:15:09 lr: 0.001559 loss: 0.1781 (0.1893) loss_rec_all: 0.2046 (0.2153) loss_rec_sfr: 0.2541 (0.2776) loss_cl: -0.2791 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [10:08:21.759350] Epoch: [346] [1720/2904] eta: 0:14:54 lr: 0.001559 loss: 0.1818 (0.1893) loss_rec_all: 0.2077 (0.2153) loss_rec_sfr: 0.2600 (0.2778) loss_cl: -0.2789 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [10:08:36.670484] Epoch: [346] [1740/2904] eta: 0:14:39 lr: 0.001559 loss: 0.1796 (0.1893) loss_rec_all: 0.2063 (0.2152) loss_rec_sfr: 0.2539 (0.2776) loss_cl: -0.2796 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [10:08:51.576919] Epoch: [346] [1760/2904] eta: 0:14:24 lr: 0.001559 loss: 0.1775 (0.1893) loss_rec_all: 0.2038 (0.2152) loss_rec_sfr: 0.2616 (0.2777) loss_cl: -0.2794 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [10:09:06.485548] Epoch: [346] [1780/2904] eta: 0:14:08 lr: 0.001558 loss: 0.1781 (0.1893) loss_rec_all: 0.2042 (0.2152) loss_rec_sfr: 0.2621 (0.2777) loss_cl: -0.2791 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [10:09:21.393983] Epoch: [346] [1800/2904] eta: 0:13:53 lr: 0.001558 loss: 0.1788 (0.1892) loss_rec_all: 0.2048 (0.2151) loss_rec_sfr: 0.2547 (0.2772) loss_cl: -0.2784 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [10:09:36.304341] Epoch: [346] [1820/2904] eta: 0:13:38 lr: 0.001558 loss: 0.1812 (0.1892) loss_rec_all: 0.2075 (0.2151) loss_rec_sfr: 0.2546 (0.2771) loss_cl: -0.2784 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [10:09:51.213909] Epoch: [346] [1840/2904] eta: 0:13:23 lr: 0.001558 loss: 0.1821 (0.1892) loss_rec_all: 0.2080 (0.2152) loss_rec_sfr: 0.2668 (0.2773) loss_cl: -0.2785 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [10:10:06.127474] Epoch: [346] [1860/2904] eta: 0:13:07 lr: 0.001558 loss: 0.1766 (0.1893) loss_rec_all: 0.2028 (0.2152) loss_rec_sfr: 0.2685 (0.2777) loss_cl: -0.2784 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [10:10:21.034823] Epoch: [346] [1880/2904] eta: 0:12:52 lr: 0.001558 loss: 0.1780 (0.1892) loss_rec_all: 0.2040 (0.2151) loss_rec_sfr: 0.2185 (0.2772) loss_cl: -0.2790 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [10:10:35.944427] Epoch: [346] [1900/2904] eta: 0:12:37 lr: 0.001558 loss: 0.1786 (0.1892) loss_rec_all: 0.2050 (0.2151) loss_rec_sfr: 0.2600 (0.2772) loss_cl: -0.2794 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [10:10:50.858103] Epoch: [346] [1920/2904] eta: 0:12:22 lr: 0.001558 loss: 0.1780 (0.1892) loss_rec_all: 0.2038 (0.2152) loss_rec_sfr: 0.2706 (0.2774) loss_cl: -0.2794 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [10:11:05.772001] Epoch: [346] [1940/2904] eta: 0:12:07 lr: 0.001558 loss: 0.1811 (0.1892) loss_rec_all: 0.2071 (0.2152) loss_rec_sfr: 0.2555 (0.2773) loss_cl: -0.2789 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [10:11:20.680831] Epoch: [346] [1960/2904] eta: 0:11:52 lr: 0.001558 loss: 0.1797 (0.1892) loss_rec_all: 0.2061 (0.2151) loss_rec_sfr: 0.2480 (0.2770) loss_cl: -0.2789 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [10:11:35.592549] Epoch: [346] [1980/2904] eta: 0:11:36 lr: 0.001558 loss: 0.1785 (0.1892) loss_rec_all: 0.2045 (0.2151) loss_rec_sfr: 0.2533 (0.2770) loss_cl: -0.2791 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [10:11:50.504203] Epoch: [346] [2000/2904] eta: 0:11:21 lr: 0.001558 loss: 0.1781 (0.1891) loss_rec_all: 0.2046 (0.2151) loss_rec_sfr: 0.2567 (0.2769) loss_cl: -0.2789 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [10:12:05.411704] Epoch: [346] [2020/2904] eta: 0:11:06 lr: 0.001558 loss: 0.1783 (0.1891) loss_rec_all: 0.2042 (0.2151) loss_rec_sfr: 0.2683 (0.2770) loss_cl: -0.2796 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [10:12:20.314656] Epoch: [346] [2040/2904] eta: 0:10:51 lr: 0.001558 loss: 0.1763 (0.1891) loss_rec_all: 0.2027 (0.2150) loss_rec_sfr: 0.2627 (0.2768) loss_cl: -0.2787 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [10:12:35.225466] Epoch: [346] [2060/2904] eta: 0:10:36 lr: 0.001558 loss: 0.1844 (0.1891) loss_rec_all: 0.2105 (0.2151) loss_rec_sfr: 0.2551 (0.2770) loss_cl: -0.2780 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [10:12:50.137458] Epoch: [346] [2080/2904] eta: 0:10:21 lr: 0.001558 loss: 0.1788 (0.1890) loss_rec_all: 0.2054 (0.2150) loss_rec_sfr: 0.2445 (0.2766) loss_cl: -0.2791 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [10:13:05.049341] Epoch: [346] [2100/2904] eta: 0:10:05 lr: 0.001558 loss: 0.1804 (0.1891) loss_rec_all: 0.2063 (0.2151) loss_rec_sfr: 0.2609 (0.2768) loss_cl: -0.2792 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [10:13:19.971069] Epoch: [346] [2120/2904] eta: 0:09:50 lr: 0.001558 loss: 0.1735 (0.1890) loss_rec_all: 0.1999 (0.2150) loss_rec_sfr: 0.2641 (0.2768) loss_cl: -0.2788 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [10:13:34.883409] Epoch: [346] [2140/2904] eta: 0:09:35 lr: 0.001558 loss: 0.1777 (0.1891) loss_rec_all: 0.2038 (0.2150) loss_rec_sfr: 0.2700 (0.2769) loss_cl: -0.2793 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [10:13:49.793144] Epoch: [346] [2160/2904] eta: 0:09:20 lr: 0.001558 loss: 0.1821 (0.1892) loss_rec_all: 0.2081 (0.2151) loss_rec_sfr: 0.2659 (0.2773) loss_cl: -0.2799 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [10:14:04.703872] Epoch: [346] [2180/2904] eta: 0:09:05 lr: 0.001558 loss: 0.1750 (0.1891) loss_rec_all: 0.2015 (0.2151) loss_rec_sfr: 0.2335 (0.2770) loss_cl: -0.2799 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [10:14:19.614082] Epoch: [346] [2200/2904] eta: 0:08:50 lr: 0.001558 loss: 0.1797 (0.1891) loss_rec_all: 0.2062 (0.2151) loss_rec_sfr: 0.2482 (0.2769) loss_cl: -0.2792 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [10:14:34.519870] Epoch: [346] [2220/2904] eta: 0:08:35 lr: 0.001558 loss: 0.1790 (0.1891) loss_rec_all: 0.2050 (0.2151) loss_rec_sfr: 0.2551 (0.2768) loss_cl: -0.2789 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [10:14:49.431457] Epoch: [346] [2240/2904] eta: 0:08:20 lr: 0.001558 loss: 0.1812 (0.1891) loss_rec_all: 0.2072 (0.2151) loss_rec_sfr: 0.2615 (0.2768) loss_cl: -0.2788 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [10:15:04.345062] Epoch: [346] [2260/2904] eta: 0:08:04 lr: 0.001558 loss: 0.1834 (0.1892) loss_rec_all: 0.2098 (0.2152) loss_rec_sfr: 0.2683 (0.2772) loss_cl: -0.2785 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [10:15:19.256233] Epoch: [346] [2280/2904] eta: 0:07:49 lr: 0.001558 loss: 0.1801 (0.1892) loss_rec_all: 0.2059 (0.2152) loss_rec_sfr: 0.2557 (0.2772) loss_cl: -0.2790 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [10:15:34.165548] Epoch: [346] [2300/2904] eta: 0:07:34 lr: 0.001558 loss: 0.1795 (0.1892) loss_rec_all: 0.2058 (0.2152) loss_rec_sfr: 0.2587 (0.2772) loss_cl: -0.2790 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [10:15:49.069345] Epoch: [346] [2320/2904] eta: 0:07:19 lr: 0.001558 loss: 0.1806 (0.1892) loss_rec_all: 0.2065 (0.2152) loss_rec_sfr: 0.2624 (0.2773) loss_cl: -0.2785 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [10:16:03.976922] Epoch: [346] [2340/2904] eta: 0:07:04 lr: 0.001558 loss: 0.1845 (0.1893) loss_rec_all: 0.2106 (0.2153) loss_rec_sfr: 0.2641 (0.2774) loss_cl: -0.2791 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [10:16:18.883565] Epoch: [346] [2360/2904] eta: 0:06:49 lr: 0.001558 loss: 0.1822 (0.1894) loss_rec_all: 0.2084 (0.2153) loss_rec_sfr: 0.2781 (0.2778) loss_cl: -0.2790 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [10:16:33.790889] Epoch: [346] [2380/2904] eta: 0:06:34 lr: 0.001557 loss: 0.1791 (0.1893) loss_rec_all: 0.2051 (0.2153) loss_rec_sfr: 0.2557 (0.2776) loss_cl: -0.2790 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [10:16:48.695807] Epoch: [346] [2400/2904] eta: 0:06:19 lr: 0.001557 loss: 0.1805 (0.1893) loss_rec_all: 0.2066 (0.2153) loss_rec_sfr: 0.2604 (0.2776) loss_cl: -0.2797 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [10:17:03.605737] Epoch: [346] [2420/2904] eta: 0:06:04 lr: 0.001557 loss: 0.1782 (0.1894) loss_rec_all: 0.2048 (0.2154) loss_rec_sfr: 0.2590 (0.2779) loss_cl: -0.2789 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [10:17:18.517571] Epoch: [346] [2440/2904] eta: 0:05:49 lr: 0.001557 loss: 0.1777 (0.1894) loss_rec_all: 0.2036 (0.2153) loss_rec_sfr: 0.2564 (0.2777) loss_cl: -0.2782 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [10:17:33.431185] Epoch: [346] [2460/2904] eta: 0:05:34 lr: 0.001557 loss: 0.1789 (0.1894) loss_rec_all: 0.2050 (0.2154) loss_rec_sfr: 0.2654 (0.2780) loss_cl: -0.2781 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [10:17:48.342637] Epoch: [346] [2480/2904] eta: 0:05:19 lr: 0.001557 loss: 0.1805 (0.1894) loss_rec_all: 0.2066 (0.2154) loss_rec_sfr: 0.2571 (0.2779) loss_cl: -0.2785 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [10:18:03.255284] Epoch: [346] [2500/2904] eta: 0:05:03 lr: 0.001557 loss: 0.1828 (0.1895) loss_rec_all: 0.2089 (0.2155) loss_rec_sfr: 0.2582 (0.2783) loss_cl: -0.2787 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [10:18:18.164446] Epoch: [346] [2520/2904] eta: 0:04:48 lr: 0.001557 loss: 0.1830 (0.1895) loss_rec_all: 0.2093 (0.2155) loss_rec_sfr: 0.2562 (0.2782) loss_cl: -0.2789 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [10:18:33.077880] Epoch: [346] [2540/2904] eta: 0:04:33 lr: 0.001557 loss: 0.1754 (0.1895) loss_rec_all: 0.2014 (0.2154) loss_rec_sfr: 0.2570 (0.2781) loss_cl: -0.2790 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [10:18:47.985732] Epoch: [346] [2560/2904] eta: 0:04:18 lr: 0.001557 loss: 0.1795 (0.1895) loss_rec_all: 0.2055 (0.2154) loss_rec_sfr: 0.2595 (0.2780) loss_cl: -0.2781 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [10:19:02.889292] Epoch: [346] [2580/2904] eta: 0:04:03 lr: 0.001557 loss: 0.1796 (0.1894) loss_rec_all: 0.2059 (0.2154) loss_rec_sfr: 0.2650 (0.2779) loss_cl: -0.2788 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [10:19:17.801928] Epoch: [346] [2600/2904] eta: 0:03:48 lr: 0.001557 loss: 0.1793 (0.1894) loss_rec_all: 0.2054 (0.2153) loss_rec_sfr: 0.2561 (0.2779) loss_cl: -0.2788 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [10:19:32.711723] Epoch: [346] [2620/2904] eta: 0:03:33 lr: 0.001557 loss: 0.1765 (0.1893) loss_rec_all: 0.2027 (0.2153) loss_rec_sfr: 0.2485 (0.2776) loss_cl: -0.2792 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [10:19:47.628034] Epoch: [346] [2640/2904] eta: 0:03:18 lr: 0.001557 loss: 0.1761 (0.1893) loss_rec_all: 0.2022 (0.2153) loss_rec_sfr: 0.2568 (0.2776) loss_cl: -0.2792 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [10:20:02.540017] Epoch: [346] [2660/2904] eta: 0:03:03 lr: 0.001557 loss: 0.1779 (0.1893) loss_rec_all: 0.2039 (0.2152) loss_rec_sfr: 0.2491 (0.2773) loss_cl: -0.2794 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [10:20:17.447630] Epoch: [346] [2680/2904] eta: 0:02:48 lr: 0.001557 loss: 0.1820 (0.1894) loss_rec_all: 0.2083 (0.2153) loss_rec_sfr: 0.2622 (0.2776) loss_cl: -0.2791 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [10:20:32.358342] Epoch: [346] [2700/2904] eta: 0:02:33 lr: 0.001557 loss: 0.1740 (0.1894) loss_rec_all: 0.2002 (0.2153) loss_rec_sfr: 0.2562 (0.2776) loss_cl: -0.2795 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [10:20:47.269476] Epoch: [346] [2720/2904] eta: 0:02:18 lr: 0.001557 loss: 0.1792 (0.1893) loss_rec_all: 0.2054 (0.2153) loss_rec_sfr: 0.2674 (0.2776) loss_cl: -0.2791 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [10:21:02.181173] Epoch: [346] [2740/2904] eta: 0:02:03 lr: 0.001557 loss: 0.1801 (0.1894) loss_rec_all: 0.2059 (0.2153) loss_rec_sfr: 0.2590 (0.2778) loss_cl: -0.2777 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [10:21:17.095528] Epoch: [346] [2760/2904] eta: 0:01:48 lr: 0.001557 loss: 0.1791 (0.1894) loss_rec_all: 0.2052 (0.2153) loss_rec_sfr: 0.2525 (0.2776) loss_cl: -0.2795 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [10:21:32.017926] Epoch: [346] [2780/2904] eta: 0:01:33 lr: 0.001557 loss: 0.1842 (0.1894) loss_rec_all: 0.2105 (0.2154) loss_rec_sfr: 0.2710 (0.2779) loss_cl: -0.2789 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [10:21:46.927585] Epoch: [346] [2800/2904] eta: 0:01:18 lr: 0.001557 loss: 0.1782 (0.1894) loss_rec_all: 0.2048 (0.2154) loss_rec_sfr: 0.2609 (0.2779) loss_cl: -0.2782 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [10:22:01.831171] Epoch: [346] [2820/2904] eta: 0:01:03 lr: 0.001557 loss: 0.1839 (0.1894) loss_rec_all: 0.2098 (0.2154) loss_rec_sfr: 0.2517 (0.2779) loss_cl: -0.2788 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [10:22:16.769430] Epoch: [346] [2840/2904] eta: 0:00:48 lr: 0.001557 loss: 0.1803 (0.1895) loss_rec_all: 0.2064 (0.2154) loss_rec_sfr: 0.2700 (0.2779) loss_cl: -0.2785 (-0.2789) time: 0.7469 data: 0.0023 max mem: 29860 [10:22:31.659402] Epoch: [346] [2860/2904] eta: 0:00:33 lr: 0.001557 loss: 0.1805 (0.1894) loss_rec_all: 0.2069 (0.2154) loss_rec_sfr: 0.2559 (0.2778) loss_cl: -0.2796 (-0.2789) time: 0.7445 data: 0.0001 max mem: 29860 [10:22:46.549787] Epoch: [346] [2880/2904] eta: 0:00:18 lr: 0.001557 loss: 0.1791 (0.1894) loss_rec_all: 0.2053 (0.2154) loss_rec_sfr: 0.2611 (0.2778) loss_cl: -0.2792 (-0.2789) time: 0.7445 data: 0.0001 max mem: 29860 [10:23:01.448493] Epoch: [346] [2900/2904] eta: 0:00:03 lr: 0.001557 loss: 0.1787 (0.1894) loss_rec_all: 0.2050 (0.2154) loss_rec_sfr: 0.2468 (0.2778) loss_cl: -0.2797 (-0.2789) time: 0.7449 data: 0.0001 max mem: 29860 [10:23:03.691025] Epoch: [346] [2903/2904] eta: 0:00:00 lr: 0.001557 loss: 0.1785 (0.1894) loss_rec_all: 0.2048 (0.2154) loss_rec_sfr: 0.2468 (0.2778) loss_cl: -0.2795 (-0.2789) time: 0.7450 data: 0.0001 max mem: 29860 [10:23:05.697684] Epoch: [346] Total time: 0:36:24 (0.7521 s / it) [10:23:05.703837] Averaged stats: lr: 0.001557 loss: 0.1785 (0.1915) loss_rec_all: 0.2048 (0.2152) loss_rec_sfr: 0.2468 (0.2768) loss_cl: -0.2795 (-0.2556) [10:23:05.708567] log_dir: ./checkpoint/VF2_ViT-B [10:23:22.735184] Epoch: [347] [ 0/2904] eta: 13:44:02 lr: 0.001557 loss: 0.2351 (0.2351) loss_rec_all: 0.2597 (0.2597) loss_rec_sfr: 0.4484 (0.4484) loss_cl: -0.2778 (-0.2778) time: 17.0256 data: 13.0619 max mem: 29860 [10:23:38.783337] Epoch: [347] [ 20/2904] eta: 1:15:42 lr: 0.001557 loss: 0.1795 (0.1895) loss_rec_all: 0.2057 (0.2154) loss_rec_sfr: 0.2583 (0.2796) loss_cl: -0.2790 (-0.2789) time: 0.8024 data: 0.0587 max mem: 29860 [10:23:53.653105] Epoch: [347] [ 40/2904] eta: 0:55:48 lr: 0.001557 loss: 0.1801 (0.1890) loss_rec_all: 0.2064 (0.2150) loss_rec_sfr: 0.2575 (0.2751) loss_cl: -0.2787 (-0.2788) time: 0.7435 data: 0.0002 max mem: 29860 [10:24:08.530732] Epoch: [347] [ 60/2904] eta: 0:48:48 lr: 0.001557 loss: 0.1785 (0.1915) loss_rec_all: 0.2048 (0.2173) loss_rec_sfr: 0.2779 (0.2877) loss_cl: -0.2787 (-0.2787) time: 0.7438 data: 0.0002 max mem: 29860 [10:24:23.416679] Epoch: [347] [ 80/2904] eta: 0:45:09 lr: 0.001557 loss: 0.1777 (0.1907) loss_rec_all: 0.2039 (0.2166) loss_rec_sfr: 0.2605 (0.2871) loss_cl: -0.2785 (-0.2787) time: 0.7443 data: 0.0002 max mem: 29860 [10:24:38.313209] Epoch: [347] [ 100/2904] eta: 0:42:50 lr: 0.001556 loss: 0.1776 (0.1903) loss_rec_all: 0.2038 (0.2162) loss_rec_sfr: 0.2278 (0.2825) loss_cl: -0.2789 (-0.2788) time: 0.7448 data: 0.0002 max mem: 29860 [10:24:53.227285] Epoch: [347] [ 120/2904] eta: 0:41:13 lr: 0.001556 loss: 0.1811 (0.1900) loss_rec_all: 0.2075 (0.2159) loss_rec_sfr: 0.2548 (0.2813) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [10:25:08.140979] Epoch: [347] [ 140/2904] eta: 0:39:59 lr: 0.001556 loss: 0.1789 (0.1896) loss_rec_all: 0.2050 (0.2155) loss_rec_sfr: 0.2603 (0.2791) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [10:25:23.067489] Epoch: [347] [ 160/2904] eta: 0:39:00 lr: 0.001556 loss: 0.1793 (0.1889) loss_rec_all: 0.2055 (0.2148) loss_rec_sfr: 0.2575 (0.2755) loss_cl: -0.2793 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [10:25:37.977790] Epoch: [347] [ 180/2904] eta: 0:38:11 lr: 0.001556 loss: 0.1781 (0.1882) loss_rec_all: 0.2043 (0.2142) loss_rec_sfr: 0.2531 (0.2723) loss_cl: -0.2799 (-0.2790) time: 0.7455 data: 0.0002 max mem: 29860 [10:25:52.891072] Epoch: [347] [ 200/2904] eta: 0:37:28 lr: 0.001556 loss: 0.1781 (0.1881) loss_rec_all: 0.2041 (0.2141) loss_rec_sfr: 0.2636 (0.2732) loss_cl: -0.2792 (-0.2790) time: 0.7456 data: 0.0002 max mem: 29860 [10:26:07.810614] Epoch: [347] [ 220/2904] eta: 0:36:51 lr: 0.001556 loss: 0.1781 (0.1881) loss_rec_all: 0.2041 (0.2141) loss_rec_sfr: 0.2593 (0.2739) loss_cl: -0.2786 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [10:26:22.744934] Epoch: [347] [ 240/2904] eta: 0:36:17 lr: 0.001556 loss: 0.1767 (0.1873) loss_rec_all: 0.2029 (0.2133) loss_rec_sfr: 0.2535 (0.2713) loss_cl: -0.2791 (-0.2790) time: 0.7467 data: 0.0002 max mem: 29860 [10:26:37.655472] Epoch: [347] [ 260/2904] eta: 0:35:46 lr: 0.001556 loss: 0.1787 (0.1876) loss_rec_all: 0.2045 (0.2135) loss_rec_sfr: 0.2629 (0.2722) loss_cl: -0.2782 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [10:26:52.564445] Epoch: [347] [ 280/2904] eta: 0:35:18 lr: 0.001556 loss: 0.1777 (0.1872) loss_rec_all: 0.2043 (0.2132) loss_rec_sfr: 0.2502 (0.2705) loss_cl: -0.2789 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [10:27:07.474607] Epoch: [347] [ 300/2904] eta: 0:34:51 lr: 0.001556 loss: 0.1817 (0.1872) loss_rec_all: 0.2078 (0.2132) loss_rec_sfr: 0.2265 (0.2701) loss_cl: -0.2796 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [10:27:22.410998] Epoch: [347] [ 320/2904] eta: 0:34:26 lr: 0.001556 loss: 0.1775 (0.1872) loss_rec_all: 0.2038 (0.2132) loss_rec_sfr: 0.2597 (0.2699) loss_cl: -0.2802 (-0.2789) time: 0.7468 data: 0.0002 max mem: 29860 [10:27:37.321789] Epoch: [347] [ 340/2904] eta: 0:34:02 lr: 0.001556 loss: 0.1796 (0.1875) loss_rec_all: 0.2059 (0.2135) loss_rec_sfr: 0.2581 (0.2701) loss_cl: -0.2802 (-0.2790) time: 0.7455 data: 0.0002 max mem: 29860 [10:27:52.232148] Epoch: [347] [ 360/2904] eta: 0:33:39 lr: 0.001556 loss: 0.1753 (0.1871) loss_rec_all: 0.2017 (0.2131) loss_rec_sfr: 0.2550 (0.2688) loss_cl: -0.2789 (-0.2790) time: 0.7455 data: 0.0002 max mem: 29860 [10:28:07.149503] Epoch: [347] [ 380/2904] eta: 0:33:16 lr: 0.001556 loss: 0.1763 (0.1867) loss_rec_all: 0.2027 (0.2127) loss_rec_sfr: 0.2209 (0.2673) loss_cl: -0.2810 (-0.2790) time: 0.7458 data: 0.0002 max mem: 29860 [10:28:22.065042] Epoch: [347] [ 400/2904] eta: 0:32:55 lr: 0.001556 loss: 0.1769 (0.1864) loss_rec_all: 0.2030 (0.2125) loss_rec_sfr: 0.2527 (0.2668) loss_cl: -0.2804 (-0.2791) time: 0.7457 data: 0.0002 max mem: 29860 [10:28:36.972502] Epoch: [347] [ 420/2904] eta: 0:32:34 lr: 0.001556 loss: 0.1788 (0.1862) loss_rec_all: 0.2050 (0.2122) loss_rec_sfr: 0.2479 (0.2657) loss_cl: -0.2811 (-0.2791) time: 0.7453 data: 0.0002 max mem: 29860 [10:28:51.885935] Epoch: [347] [ 440/2904] eta: 0:32:14 lr: 0.001556 loss: 0.1752 (0.1858) loss_rec_all: 0.2023 (0.2119) loss_rec_sfr: 0.2170 (0.2643) loss_cl: -0.2866 (-0.2794) time: 0.7456 data: 0.0002 max mem: 29860 [10:29:06.800160] Epoch: [347] [ 460/2904] eta: 0:31:54 lr: 0.001556 loss: 0.1767 (0.1857) loss_rec_all: 0.2036 (0.2117) loss_rec_sfr: 0.2269 (0.2637) loss_cl: -0.2824 (-0.2793) time: 0.7457 data: 0.0002 max mem: 29860 [10:29:21.712130] Epoch: [347] [ 480/2904] eta: 0:31:34 lr: 0.001556 loss: 0.1781 (0.1858) loss_rec_all: 0.2049 (0.2119) loss_rec_sfr: 0.2123 (0.2636) loss_cl: -0.2797 (-0.2791) time: 0.7456 data: 0.0002 max mem: 29860 [10:29:36.623492] Epoch: [347] [ 500/2904] eta: 0:31:15 lr: 0.001556 loss: 0.1805 (0.1860) loss_rec_all: 0.2070 (0.2121) loss_rec_sfr: 0.2591 (0.2642) loss_cl: -0.2830 (-0.2792) time: 0.7455 data: 0.0002 max mem: 29860 [10:29:51.533246] Epoch: [347] [ 520/2904] eta: 0:30:56 lr: 0.001556 loss: 0.1769 (0.1862) loss_rec_all: 0.2039 (0.2123) loss_rec_sfr: 0.2543 (0.2649) loss_cl: -0.2858 (-0.2793) time: 0.7454 data: 0.0002 max mem: 29860 [10:30:06.435974] Epoch: [347] [ 540/2904] eta: 0:30:38 lr: 0.001556 loss: 0.1775 (0.1864) loss_rec_all: 0.2038 (0.2124) loss_rec_sfr: 0.2624 (0.2659) loss_cl: -0.2790 (-0.2792) time: 0.7451 data: 0.0002 max mem: 29860 [10:30:21.344437] Epoch: [347] [ 560/2904] eta: 0:30:20 lr: 0.001556 loss: 0.1752 (0.1864) loss_rec_all: 0.2017 (0.2125) loss_rec_sfr: 0.2594 (0.2663) loss_cl: -0.2782 (-0.2791) time: 0.7454 data: 0.0002 max mem: 29860 [10:30:36.250535] Epoch: [347] [ 580/2904] eta: 0:30:02 lr: 0.001556 loss: 0.1768 (0.1864) loss_rec_all: 0.2038 (0.2125) loss_rec_sfr: 0.2549 (0.2665) loss_cl: -0.2791 (-0.2791) time: 0.7453 data: 0.0002 max mem: 29860 [10:30:51.155864] Epoch: [347] [ 600/2904] eta: 0:29:44 lr: 0.001556 loss: 0.1803 (0.1865) loss_rec_all: 0.2065 (0.2125) loss_rec_sfr: 0.2570 (0.2667) loss_cl: -0.2790 (-0.2790) time: 0.7452 data: 0.0002 max mem: 29860 [10:31:06.069492] Epoch: [347] [ 620/2904] eta: 0:29:26 lr: 0.001556 loss: 0.1785 (0.1864) loss_rec_all: 0.2051 (0.2125) loss_rec_sfr: 0.2450 (0.2663) loss_cl: -0.2792 (-0.2790) time: 0.7456 data: 0.0002 max mem: 29860 [10:31:20.980831] Epoch: [347] [ 640/2904] eta: 0:29:09 lr: 0.001556 loss: 0.1827 (0.1867) loss_rec_all: 0.2087 (0.2127) loss_rec_sfr: 0.2635 (0.2670) loss_cl: -0.2790 (-0.2791) time: 0.7455 data: 0.0002 max mem: 29860 [10:31:35.889839] Epoch: [347] [ 660/2904] eta: 0:28:51 lr: 0.001556 loss: 0.1775 (0.1865) loss_rec_all: 0.2035 (0.2125) loss_rec_sfr: 0.2541 (0.2665) loss_cl: -0.2792 (-0.2791) time: 0.7454 data: 0.0002 max mem: 29860 [10:31:50.794498] Epoch: [347] [ 680/2904] eta: 0:28:34 lr: 0.001556 loss: 0.1770 (0.1863) loss_rec_all: 0.2031 (0.2123) loss_rec_sfr: 0.2208 (0.2658) loss_cl: -0.2786 (-0.2790) time: 0.7452 data: 0.0002 max mem: 29860 [10:32:05.698716] Epoch: [347] [ 700/2904] eta: 0:28:17 lr: 0.001555 loss: 0.1813 (0.1864) loss_rec_all: 0.2076 (0.2125) loss_rec_sfr: 0.2567 (0.2666) loss_cl: -0.2790 (-0.2790) time: 0.7452 data: 0.0002 max mem: 29860 [10:32:20.599960] Epoch: [347] [ 720/2904] eta: 0:28:00 lr: 0.001555 loss: 0.1799 (0.1866) loss_rec_all: 0.2059 (0.2126) loss_rec_sfr: 0.2616 (0.2672) loss_cl: -0.2789 (-0.2790) time: 0.7450 data: 0.0002 max mem: 29860 [10:32:35.503752] Epoch: [347] [ 740/2904] eta: 0:27:43 lr: 0.001555 loss: 0.1809 (0.1867) loss_rec_all: 0.2070 (0.2127) loss_rec_sfr: 0.2628 (0.2680) loss_cl: -0.2790 (-0.2790) time: 0.7451 data: 0.0002 max mem: 29860 [10:32:50.410273] Epoch: [347] [ 760/2904] eta: 0:27:27 lr: 0.001555 loss: 0.1804 (0.1868) loss_rec_all: 0.2067 (0.2129) loss_rec_sfr: 0.2617 (0.2686) loss_cl: -0.2802 (-0.2790) time: 0.7453 data: 0.0002 max mem: 29860 [10:33:05.317630] Epoch: [347] [ 780/2904] eta: 0:27:10 lr: 0.001555 loss: 0.1773 (0.1867) loss_rec_all: 0.2034 (0.2127) loss_rec_sfr: 0.2553 (0.2681) loss_cl: -0.2790 (-0.2790) time: 0.7453 data: 0.0002 max mem: 29860 [10:33:20.226942] Epoch: [347] [ 800/2904] eta: 0:26:54 lr: 0.001555 loss: 0.1796 (0.1867) loss_rec_all: 0.2056 (0.2127) loss_rec_sfr: 0.2680 (0.2684) loss_cl: -0.2792 (-0.2790) time: 0.7454 data: 0.0002 max mem: 29860 [10:33:35.136738] Epoch: [347] [ 820/2904] eta: 0:26:37 lr: 0.001555 loss: 0.1780 (0.1867) loss_rec_all: 0.2046 (0.2127) loss_rec_sfr: 0.2525 (0.2684) loss_cl: -0.2797 (-0.2790) time: 0.7455 data: 0.0002 max mem: 29860 [10:33:50.042294] Epoch: [347] [ 840/2904] eta: 0:26:21 lr: 0.001555 loss: 0.1788 (0.1867) loss_rec_all: 0.2049 (0.2127) loss_rec_sfr: 0.2637 (0.2682) loss_cl: -0.2802 (-0.2790) time: 0.7452 data: 0.0002 max mem: 29860 [10:34:04.952081] Epoch: [347] [ 860/2904] eta: 0:26:04 lr: 0.001555 loss: 0.1794 (0.1867) loss_rec_all: 0.2054 (0.2127) loss_rec_sfr: 0.2645 (0.2685) loss_cl: -0.2780 (-0.2790) time: 0.7454 data: 0.0002 max mem: 29860 [10:34:19.858780] Epoch: [347] [ 880/2904] eta: 0:25:48 lr: 0.001555 loss: 0.1760 (0.1866) loss_rec_all: 0.2021 (0.2126) loss_rec_sfr: 0.2571 (0.2681) loss_cl: -0.2799 (-0.2790) time: 0.7453 data: 0.0002 max mem: 29860 [10:34:34.767361] Epoch: [347] [ 900/2904] eta: 0:25:32 lr: 0.001555 loss: 0.1795 (0.1866) loss_rec_all: 0.2056 (0.2126) loss_rec_sfr: 0.2458 (0.2681) loss_cl: -0.2796 (-0.2790) time: 0.7454 data: 0.0002 max mem: 29860 [10:34:49.670738] Epoch: [347] [ 920/2904] eta: 0:25:16 lr: 0.001555 loss: 0.1754 (0.1865) loss_rec_all: 0.2016 (0.2126) loss_rec_sfr: 0.2597 (0.2681) loss_cl: -0.2785 (-0.2790) time: 0.7451 data: 0.0002 max mem: 29860 [10:35:04.578710] Epoch: [347] [ 940/2904] eta: 0:25:00 lr: 0.001555 loss: 0.1818 (0.1867) loss_rec_all: 0.2082 (0.2128) loss_rec_sfr: 0.2572 (0.2686) loss_cl: -0.2784 (-0.2790) time: 0.7454 data: 0.0002 max mem: 29860 [10:35:19.481809] Epoch: [347] [ 960/2904] eta: 0:24:44 lr: 0.001555 loss: 0.1772 (0.1868) loss_rec_all: 0.2037 (0.2128) loss_rec_sfr: 0.2601 (0.2690) loss_cl: -0.2793 (-0.2790) time: 0.7451 data: 0.0002 max mem: 29860 [10:35:34.391610] Epoch: [347] [ 980/2904] eta: 0:24:28 lr: 0.001555 loss: 0.1810 (0.1868) loss_rec_all: 0.2072 (0.2128) loss_rec_sfr: 0.2591 (0.2692) loss_cl: -0.2783 (-0.2790) time: 0.7454 data: 0.0002 max mem: 29860 [10:35:49.304247] Epoch: [347] [1000/2904] eta: 0:24:12 lr: 0.001555 loss: 0.1773 (0.1868) loss_rec_all: 0.2038 (0.2128) loss_rec_sfr: 0.2610 (0.2693) loss_cl: -0.2790 (-0.2790) time: 0.7456 data: 0.0002 max mem: 29860 [10:36:04.218366] Epoch: [347] [1020/2904] eta: 0:23:56 lr: 0.001555 loss: 0.1810 (0.1869) loss_rec_all: 0.2071 (0.2129) loss_rec_sfr: 0.2543 (0.2692) loss_cl: -0.2798 (-0.2790) time: 0.7457 data: 0.0002 max mem: 29860 [10:36:19.128256] Epoch: [347] [1040/2904] eta: 0:23:40 lr: 0.001555 loss: 0.1800 (0.1868) loss_rec_all: 0.2061 (0.2129) loss_rec_sfr: 0.2595 (0.2691) loss_cl: -0.2797 (-0.2790) time: 0.7455 data: 0.0002 max mem: 29860 [10:36:34.041377] Epoch: [347] [1060/2904] eta: 0:23:24 lr: 0.001555 loss: 0.1800 (0.1869) loss_rec_all: 0.2060 (0.2129) loss_rec_sfr: 0.2634 (0.2693) loss_cl: -0.2777 (-0.2790) time: 0.7456 data: 0.0002 max mem: 29860 [10:36:48.958914] Epoch: [347] [1080/2904] eta: 0:23:09 lr: 0.001555 loss: 0.1774 (0.1869) loss_rec_all: 0.2038 (0.2129) loss_rec_sfr: 0.2502 (0.2695) loss_cl: -0.2781 (-0.2790) time: 0.7458 data: 0.0002 max mem: 29860 [10:37:03.871082] Epoch: [347] [1100/2904] eta: 0:22:53 lr: 0.001555 loss: 0.1797 (0.1870) loss_rec_all: 0.2056 (0.2130) loss_rec_sfr: 0.2535 (0.2697) loss_cl: -0.2783 (-0.2790) time: 0.7456 data: 0.0002 max mem: 29860 [10:37:18.786644] Epoch: [347] [1120/2904] eta: 0:22:37 lr: 0.001555 loss: 0.1771 (0.1869) loss_rec_all: 0.2033 (0.2129) loss_rec_sfr: 0.2550 (0.2694) loss_cl: -0.2794 (-0.2790) time: 0.7457 data: 0.0002 max mem: 29860 [10:37:33.693758] Epoch: [347] [1140/2904] eta: 0:22:21 lr: 0.001555 loss: 0.1821 (0.1870) loss_rec_all: 0.2087 (0.2131) loss_rec_sfr: 0.2556 (0.2697) loss_cl: -0.2789 (-0.2790) time: 0.7453 data: 0.0002 max mem: 29860 [10:37:48.601411] Epoch: [347] [1160/2904] eta: 0:22:06 lr: 0.001555 loss: 0.1784 (0.1871) loss_rec_all: 0.2044 (0.2131) loss_rec_sfr: 0.2527 (0.2698) loss_cl: -0.2783 (-0.2790) time: 0.7453 data: 0.0002 max mem: 29860 [10:38:03.513250] Epoch: [347] [1180/2904] eta: 0:21:50 lr: 0.001555 loss: 0.1772 (0.1872) loss_rec_all: 0.2035 (0.2132) loss_rec_sfr: 0.2610 (0.2701) loss_cl: -0.2788 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [10:38:18.416917] Epoch: [347] [1200/2904] eta: 0:21:34 lr: 0.001555 loss: 0.1845 (0.1873) loss_rec_all: 0.2104 (0.2133) loss_rec_sfr: 0.2604 (0.2704) loss_cl: -0.2790 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [10:38:33.323252] Epoch: [347] [1220/2904] eta: 0:21:19 lr: 0.001555 loss: 0.1771 (0.1873) loss_rec_all: 0.2035 (0.2133) loss_rec_sfr: 0.2210 (0.2704) loss_cl: -0.2801 (-0.2790) time: 0.7453 data: 0.0002 max mem: 29860 [10:38:48.228707] Epoch: [347] [1240/2904] eta: 0:21:03 lr: 0.001555 loss: 0.1834 (0.1875) loss_rec_all: 0.2094 (0.2135) loss_rec_sfr: 0.2619 (0.2711) loss_cl: -0.2787 (-0.2790) time: 0.7452 data: 0.0002 max mem: 29860 [10:39:03.136362] Epoch: [347] [1260/2904] eta: 0:20:48 lr: 0.001555 loss: 0.1800 (0.1875) loss_rec_all: 0.2061 (0.2135) loss_rec_sfr: 0.2528 (0.2710) loss_cl: -0.2784 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [10:39:18.048899] Epoch: [347] [1280/2904] eta: 0:20:32 lr: 0.001555 loss: 0.1819 (0.1875) loss_rec_all: 0.2079 (0.2135) loss_rec_sfr: 0.2543 (0.2709) loss_cl: -0.2789 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [10:39:32.961763] Epoch: [347] [1300/2904] eta: 0:20:17 lr: 0.001555 loss: 0.1789 (0.1877) loss_rec_all: 0.2051 (0.2137) loss_rec_sfr: 0.2610 (0.2714) loss_cl: -0.2800 (-0.2790) time: 0.7456 data: 0.0002 max mem: 29860 [10:39:47.868896] Epoch: [347] [1320/2904] eta: 0:20:01 lr: 0.001554 loss: 0.1752 (0.1877) loss_rec_all: 0.2011 (0.2137) loss_rec_sfr: 0.2593 (0.2715) loss_cl: -0.2782 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [10:40:02.777877] Epoch: [347] [1340/2904] eta: 0:19:46 lr: 0.001554 loss: 0.1827 (0.1878) loss_rec_all: 0.2083 (0.2138) loss_rec_sfr: 0.2623 (0.2720) loss_cl: -0.2778 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [10:40:17.684928] Epoch: [347] [1360/2904] eta: 0:19:30 lr: 0.001554 loss: 0.1770 (0.1878) loss_rec_all: 0.2027 (0.2138) loss_rec_sfr: 0.2591 (0.2719) loss_cl: -0.2778 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [10:40:32.597616] Epoch: [347] [1380/2904] eta: 0:19:15 lr: 0.001554 loss: 0.1820 (0.1879) loss_rec_all: 0.2081 (0.2139) loss_rec_sfr: 0.2612 (0.2721) loss_cl: -0.2792 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [10:40:47.503929] Epoch: [347] [1400/2904] eta: 0:18:59 lr: 0.001554 loss: 0.1793 (0.1879) loss_rec_all: 0.2051 (0.2139) loss_rec_sfr: 0.2600 (0.2723) loss_cl: -0.2787 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [10:41:02.407757] Epoch: [347] [1420/2904] eta: 0:18:44 lr: 0.001554 loss: 0.1777 (0.1879) loss_rec_all: 0.2041 (0.2139) loss_rec_sfr: 0.2313 (0.2719) loss_cl: -0.2780 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [10:41:17.312493] Epoch: [347] [1440/2904] eta: 0:18:28 lr: 0.001554 loss: 0.1814 (0.1880) loss_rec_all: 0.2078 (0.2140) loss_rec_sfr: 0.2609 (0.2722) loss_cl: -0.2794 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [10:41:32.217321] Epoch: [347] [1460/2904] eta: 0:18:13 lr: 0.001554 loss: 0.1772 (0.1880) loss_rec_all: 0.2031 (0.2140) loss_rec_sfr: 0.2201 (0.2721) loss_cl: -0.2793 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [10:41:47.126648] Epoch: [347] [1480/2904] eta: 0:17:58 lr: 0.001554 loss: 0.1804 (0.1879) loss_rec_all: 0.2067 (0.2139) loss_rec_sfr: 0.2548 (0.2719) loss_cl: -0.2792 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [10:42:02.035479] Epoch: [347] [1500/2904] eta: 0:17:42 lr: 0.001554 loss: 0.1785 (0.1879) loss_rec_all: 0.2051 (0.2139) loss_rec_sfr: 0.2559 (0.2718) loss_cl: -0.2792 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [10:42:16.945262] Epoch: [347] [1520/2904] eta: 0:17:27 lr: 0.001554 loss: 0.1750 (0.1879) loss_rec_all: 0.2017 (0.2139) loss_rec_sfr: 0.2288 (0.2716) loss_cl: -0.2795 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [10:42:31.855495] Epoch: [347] [1540/2904] eta: 0:17:12 lr: 0.001554 loss: 0.1787 (0.1880) loss_rec_all: 0.2050 (0.2139) loss_rec_sfr: 0.2593 (0.2720) loss_cl: -0.2794 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [10:42:46.760941] Epoch: [347] [1560/2904] eta: 0:16:56 lr: 0.001554 loss: 0.1771 (0.1880) loss_rec_all: 0.2034 (0.2140) loss_rec_sfr: 0.2181 (0.2722) loss_cl: -0.2792 (-0.2790) time: 0.7452 data: 0.0002 max mem: 29860 [10:43:01.667925] Epoch: [347] [1580/2904] eta: 0:16:41 lr: 0.001554 loss: 0.1778 (0.1880) loss_rec_all: 0.2037 (0.2140) loss_rec_sfr: 0.2515 (0.2720) loss_cl: -0.2778 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [10:43:16.580586] Epoch: [347] [1600/2904] eta: 0:16:26 lr: 0.001554 loss: 0.1786 (0.1882) loss_rec_all: 0.2046 (0.2141) loss_rec_sfr: 0.2742 (0.2727) loss_cl: -0.2788 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [10:43:31.489857] Epoch: [347] [1620/2904] eta: 0:16:10 lr: 0.001554 loss: 0.1744 (0.1881) loss_rec_all: 0.2012 (0.2141) loss_rec_sfr: 0.2282 (0.2724) loss_cl: -0.2793 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [10:43:46.398121] Epoch: [347] [1640/2904] eta: 0:15:55 lr: 0.001554 loss: 0.1809 (0.1881) loss_rec_all: 0.2067 (0.2141) loss_rec_sfr: 0.2612 (0.2726) loss_cl: -0.2791 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [10:44:01.304183] Epoch: [347] [1660/2904] eta: 0:15:40 lr: 0.001554 loss: 0.1761 (0.1881) loss_rec_all: 0.2023 (0.2141) loss_rec_sfr: 0.2473 (0.2725) loss_cl: -0.2783 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [10:44:16.208991] Epoch: [347] [1680/2904] eta: 0:15:25 lr: 0.001554 loss: 0.1774 (0.1881) loss_rec_all: 0.2034 (0.2141) loss_rec_sfr: 0.2599 (0.2727) loss_cl: -0.2785 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [10:44:31.117484] Epoch: [347] [1700/2904] eta: 0:15:09 lr: 0.001554 loss: 0.1789 (0.1881) loss_rec_all: 0.2054 (0.2141) loss_rec_sfr: 0.2604 (0.2726) loss_cl: -0.2792 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [10:44:46.032456] Epoch: [347] [1720/2904] eta: 0:14:54 lr: 0.001554 loss: 0.1760 (0.1880) loss_rec_all: 0.2024 (0.2140) loss_rec_sfr: 0.2522 (0.2723) loss_cl: -0.2803 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [10:45:00.941207] Epoch: [347] [1740/2904] eta: 0:14:39 lr: 0.001554 loss: 0.1785 (0.1881) loss_rec_all: 0.2046 (0.2141) loss_rec_sfr: 0.2606 (0.2726) loss_cl: -0.2791 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [10:45:15.848597] Epoch: [347] [1760/2904] eta: 0:14:24 lr: 0.001554 loss: 0.1830 (0.1882) loss_rec_all: 0.2089 (0.2142) loss_rec_sfr: 0.2638 (0.2730) loss_cl: -0.2788 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [10:45:30.758017] Epoch: [347] [1780/2904] eta: 0:14:08 lr: 0.001554 loss: 0.1767 (0.1882) loss_rec_all: 0.2032 (0.2142) loss_rec_sfr: 0.2508 (0.2729) loss_cl: -0.2789 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [10:45:45.667564] Epoch: [347] [1800/2904] eta: 0:13:53 lr: 0.001554 loss: 0.1855 (0.1883) loss_rec_all: 0.2115 (0.2143) loss_rec_sfr: 0.2615 (0.2732) loss_cl: -0.2786 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [10:46:00.574155] Epoch: [347] [1820/2904] eta: 0:13:38 lr: 0.001554 loss: 0.1798 (0.1883) loss_rec_all: 0.2061 (0.2143) loss_rec_sfr: 0.2623 (0.2731) loss_cl: -0.2785 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [10:46:15.485960] Epoch: [347] [1840/2904] eta: 0:13:23 lr: 0.001554 loss: 0.1792 (0.1883) loss_rec_all: 0.2057 (0.2143) loss_rec_sfr: 0.2577 (0.2732) loss_cl: -0.2791 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [10:46:30.391400] Epoch: [347] [1860/2904] eta: 0:13:07 lr: 0.001554 loss: 0.1787 (0.1884) loss_rec_all: 0.2046 (0.2144) loss_rec_sfr: 0.2628 (0.2736) loss_cl: -0.2786 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [10:46:45.295394] Epoch: [347] [1880/2904] eta: 0:12:52 lr: 0.001554 loss: 0.1745 (0.1883) loss_rec_all: 0.2004 (0.2143) loss_rec_sfr: 0.2534 (0.2734) loss_cl: -0.2789 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [10:47:00.202207] Epoch: [347] [1900/2904] eta: 0:12:37 lr: 0.001554 loss: 0.1764 (0.1883) loss_rec_all: 0.2023 (0.2143) loss_rec_sfr: 0.2610 (0.2733) loss_cl: -0.2787 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [10:47:15.110395] Epoch: [347] [1920/2904] eta: 0:12:22 lr: 0.001554 loss: 0.1796 (0.1883) loss_rec_all: 0.2054 (0.2143) loss_rec_sfr: 0.2591 (0.2733) loss_cl: -0.2778 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [10:47:30.017738] Epoch: [347] [1940/2904] eta: 0:12:07 lr: 0.001553 loss: 0.1764 (0.1882) loss_rec_all: 0.2025 (0.2142) loss_rec_sfr: 0.2540 (0.2730) loss_cl: -0.2790 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [10:47:44.928762] Epoch: [347] [1960/2904] eta: 0:11:52 lr: 0.001553 loss: 0.1773 (0.1881) loss_rec_all: 0.2034 (0.2141) loss_rec_sfr: 0.2582 (0.2728) loss_cl: -0.2792 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [10:47:59.838457] Epoch: [347] [1980/2904] eta: 0:11:36 lr: 0.001553 loss: 0.1802 (0.1881) loss_rec_all: 0.2065 (0.2141) loss_rec_sfr: 0.2601 (0.2727) loss_cl: -0.2796 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [10:48:14.744155] Epoch: [347] [2000/2904] eta: 0:11:21 lr: 0.001553 loss: 0.1799 (0.1880) loss_rec_all: 0.2065 (0.2140) loss_rec_sfr: 0.2540 (0.2725) loss_cl: -0.2794 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [10:48:29.654657] Epoch: [347] [2020/2904] eta: 0:11:06 lr: 0.001553 loss: 0.1801 (0.1881) loss_rec_all: 0.2062 (0.2141) loss_rec_sfr: 0.2577 (0.2728) loss_cl: -0.2792 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [10:48:44.567012] Epoch: [347] [2040/2904] eta: 0:10:51 lr: 0.001553 loss: 0.1756 (0.1882) loss_rec_all: 0.2018 (0.2142) loss_rec_sfr: 0.2585 (0.2731) loss_cl: -0.2789 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [10:48:59.473826] Epoch: [347] [2060/2904] eta: 0:10:36 lr: 0.001553 loss: 0.1775 (0.1882) loss_rec_all: 0.2039 (0.2142) loss_rec_sfr: 0.2583 (0.2732) loss_cl: -0.2786 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [10:49:14.379748] Epoch: [347] [2080/2904] eta: 0:10:21 lr: 0.001553 loss: 0.1780 (0.1882) loss_rec_all: 0.2040 (0.2142) loss_rec_sfr: 0.2568 (0.2731) loss_cl: -0.2787 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [10:49:29.285019] Epoch: [347] [2100/2904] eta: 0:10:05 lr: 0.001553 loss: 0.1785 (0.1882) loss_rec_all: 0.2047 (0.2141) loss_rec_sfr: 0.2525 (0.2730) loss_cl: -0.2792 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [10:49:44.196665] Epoch: [347] [2120/2904] eta: 0:09:50 lr: 0.001553 loss: 0.1764 (0.1881) loss_rec_all: 0.2029 (0.2141) loss_rec_sfr: 0.2267 (0.2729) loss_cl: -0.2786 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [10:49:59.109327] Epoch: [347] [2140/2904] eta: 0:09:35 lr: 0.001553 loss: 0.1777 (0.1882) loss_rec_all: 0.2038 (0.2141) loss_rec_sfr: 0.2620 (0.2731) loss_cl: -0.2784 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [10:50:14.020320] Epoch: [347] [2160/2904] eta: 0:09:20 lr: 0.001553 loss: 0.1784 (0.1881) loss_rec_all: 0.2044 (0.2141) loss_rec_sfr: 0.2499 (0.2729) loss_cl: -0.2794 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [10:50:28.927234] Epoch: [347] [2180/2904] eta: 0:09:05 lr: 0.001553 loss: 0.1829 (0.1882) loss_rec_all: 0.2089 (0.2142) loss_rec_sfr: 0.2654 (0.2732) loss_cl: -0.2793 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [10:50:43.836706] Epoch: [347] [2200/2904] eta: 0:08:50 lr: 0.001553 loss: 0.1784 (0.1882) loss_rec_all: 0.2049 (0.2142) loss_rec_sfr: 0.2286 (0.2732) loss_cl: -0.2793 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [10:50:58.746986] Epoch: [347] [2220/2904] eta: 0:08:35 lr: 0.001553 loss: 0.1792 (0.1882) loss_rec_all: 0.2050 (0.2142) loss_rec_sfr: 0.2602 (0.2733) loss_cl: -0.2787 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [10:51:13.661225] Epoch: [347] [2240/2904] eta: 0:08:20 lr: 0.001553 loss: 0.1807 (0.1883) loss_rec_all: 0.2067 (0.2143) loss_rec_sfr: 0.2618 (0.2736) loss_cl: -0.2786 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [10:51:28.572164] Epoch: [347] [2260/2904] eta: 0:08:04 lr: 0.001553 loss: 0.1795 (0.1883) loss_rec_all: 0.2061 (0.2143) loss_rec_sfr: 0.2560 (0.2736) loss_cl: -0.2790 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [10:51:43.478336] Epoch: [347] [2280/2904] eta: 0:07:49 lr: 0.001553 loss: 0.1780 (0.1883) loss_rec_all: 0.2041 (0.2143) loss_rec_sfr: 0.2553 (0.2736) loss_cl: -0.2800 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [10:51:58.384280] Epoch: [347] [2300/2904] eta: 0:07:34 lr: 0.001553 loss: 0.1777 (0.1883) loss_rec_all: 0.2036 (0.2143) loss_rec_sfr: 0.2538 (0.2734) loss_cl: -0.2793 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [10:52:13.292124] Epoch: [347] [2320/2904] eta: 0:07:19 lr: 0.001553 loss: 0.1833 (0.1883) loss_rec_all: 0.2095 (0.2143) loss_rec_sfr: 0.2594 (0.2735) loss_cl: -0.2791 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [10:52:28.196089] Epoch: [347] [2340/2904] eta: 0:07:04 lr: 0.001553 loss: 0.1780 (0.1883) loss_rec_all: 0.2041 (0.2143) loss_rec_sfr: 0.2226 (0.2734) loss_cl: -0.2783 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [10:52:43.103979] Epoch: [347] [2360/2904] eta: 0:06:49 lr: 0.001553 loss: 0.1755 (0.1883) loss_rec_all: 0.2013 (0.2143) loss_rec_sfr: 0.2553 (0.2734) loss_cl: -0.2777 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [10:52:58.011578] Epoch: [347] [2380/2904] eta: 0:06:34 lr: 0.001553 loss: 0.1780 (0.1883) loss_rec_all: 0.2040 (0.2143) loss_rec_sfr: 0.2570 (0.2734) loss_cl: -0.2787 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [10:53:12.919539] Epoch: [347] [2400/2904] eta: 0:06:19 lr: 0.001553 loss: 0.1723 (0.1882) loss_rec_all: 0.1988 (0.2142) loss_rec_sfr: 0.2084 (0.2731) loss_cl: -0.2791 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [10:53:27.833120] Epoch: [347] [2420/2904] eta: 0:06:04 lr: 0.001553 loss: 0.1756 (0.1882) loss_rec_all: 0.2023 (0.2142) loss_rec_sfr: 0.2593 (0.2732) loss_cl: -0.2790 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [10:53:42.746069] Epoch: [347] [2440/2904] eta: 0:05:49 lr: 0.001553 loss: 0.1792 (0.1882) loss_rec_all: 0.2052 (0.2142) loss_rec_sfr: 0.2577 (0.2732) loss_cl: -0.2790 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [10:53:57.664624] Epoch: [347] [2460/2904] eta: 0:05:34 lr: 0.001553 loss: 0.1764 (0.1882) loss_rec_all: 0.2022 (0.2142) loss_rec_sfr: 0.2293 (0.2731) loss_cl: -0.2793 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [10:54:12.576694] Epoch: [347] [2480/2904] eta: 0:05:19 lr: 0.001553 loss: 0.1791 (0.1883) loss_rec_all: 0.2051 (0.2143) loss_rec_sfr: 0.2606 (0.2734) loss_cl: -0.2786 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [10:54:27.485837] Epoch: [347] [2500/2904] eta: 0:05:03 lr: 0.001553 loss: 0.1815 (0.1883) loss_rec_all: 0.2074 (0.2143) loss_rec_sfr: 0.2516 (0.2732) loss_cl: -0.2783 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [10:54:42.400123] Epoch: [347] [2520/2904] eta: 0:04:48 lr: 0.001553 loss: 0.1801 (0.1883) loss_rec_all: 0.2061 (0.2143) loss_rec_sfr: 0.2612 (0.2735) loss_cl: -0.2785 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [10:54:57.318190] Epoch: [347] [2540/2904] eta: 0:04:33 lr: 0.001552 loss: 0.1751 (0.1884) loss_rec_all: 0.2012 (0.2144) loss_rec_sfr: 0.2517 (0.2736) loss_cl: -0.2787 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [10:55:12.231825] Epoch: [347] [2560/2904] eta: 0:04:18 lr: 0.001552 loss: 0.1782 (0.1884) loss_rec_all: 0.2045 (0.2144) loss_rec_sfr: 0.2593 (0.2738) loss_cl: -0.2797 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [10:55:27.149604] Epoch: [347] [2580/2904] eta: 0:04:03 lr: 0.001552 loss: 0.1792 (0.1884) loss_rec_all: 0.2054 (0.2144) loss_rec_sfr: 0.2545 (0.2737) loss_cl: -0.2790 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [10:55:42.068459] Epoch: [347] [2600/2904] eta: 0:03:48 lr: 0.001552 loss: 0.1809 (0.1885) loss_rec_all: 0.2069 (0.2145) loss_rec_sfr: 0.2711 (0.2741) loss_cl: -0.2801 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [10:55:56.983602] Epoch: [347] [2620/2904] eta: 0:03:33 lr: 0.001552 loss: 0.1762 (0.1885) loss_rec_all: 0.2020 (0.2145) loss_rec_sfr: 0.2609 (0.2742) loss_cl: -0.2790 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [10:56:11.902621] Epoch: [347] [2640/2904] eta: 0:03:18 lr: 0.001552 loss: 0.1771 (0.1885) loss_rec_all: 0.2033 (0.2145) loss_rec_sfr: 0.2252 (0.2741) loss_cl: -0.2781 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [10:56:26.844237] Epoch: [347] [2660/2904] eta: 0:03:03 lr: 0.001552 loss: 0.1781 (0.1885) loss_rec_all: 0.2040 (0.2145) loss_rec_sfr: 0.2620 (0.2741) loss_cl: -0.2784 (-0.2789) time: 0.7470 data: 0.0002 max mem: 29860 [10:56:41.821939] Epoch: [347] [2680/2904] eta: 0:02:48 lr: 0.001552 loss: 0.1790 (0.1885) loss_rec_all: 0.2053 (0.2145) loss_rec_sfr: 0.2660 (0.2742) loss_cl: -0.2794 (-0.2789) time: 0.7488 data: 0.0002 max mem: 29860 [10:56:56.773551] Epoch: [347] [2700/2904] eta: 0:02:33 lr: 0.001552 loss: 0.1806 (0.1886) loss_rec_all: 0.2069 (0.2146) loss_rec_sfr: 0.2559 (0.2744) loss_cl: -0.2784 (-0.2789) time: 0.7475 data: 0.0002 max mem: 29860 [10:57:11.740293] Epoch: [347] [2720/2904] eta: 0:02:18 lr: 0.001552 loss: 0.1787 (0.1885) loss_rec_all: 0.2046 (0.2145) loss_rec_sfr: 0.2542 (0.2742) loss_cl: -0.2773 (-0.2789) time: 0.7483 data: 0.0002 max mem: 29860 [10:57:26.736043] Epoch: [347] [2740/2904] eta: 0:02:03 lr: 0.001552 loss: 0.1814 (0.1886) loss_rec_all: 0.2076 (0.2145) loss_rec_sfr: 0.2594 (0.2744) loss_cl: -0.2787 (-0.2789) time: 0.7497 data: 0.0002 max mem: 29860 [10:57:41.725073] Epoch: [347] [2760/2904] eta: 0:01:48 lr: 0.001552 loss: 0.1753 (0.1885) loss_rec_all: 0.2013 (0.2145) loss_rec_sfr: 0.2509 (0.2743) loss_cl: -0.2787 (-0.2789) time: 0.7494 data: 0.0002 max mem: 29860 [10:57:56.684420] Epoch: [347] [2780/2904] eta: 0:01:33 lr: 0.001552 loss: 0.1809 (0.1885) loss_rec_all: 0.2071 (0.2145) loss_rec_sfr: 0.2566 (0.2743) loss_cl: -0.2788 (-0.2789) time: 0.7479 data: 0.0002 max mem: 29860 [10:58:11.644042] Epoch: [347] [2800/2904] eta: 0:01:18 lr: 0.001552 loss: 0.1782 (0.1885) loss_rec_all: 0.2046 (0.2145) loss_rec_sfr: 0.2581 (0.2743) loss_cl: -0.2789 (-0.2789) time: 0.7479 data: 0.0002 max mem: 29860 [10:58:26.612526] Epoch: [347] [2820/2904] eta: 0:01:03 lr: 0.001552 loss: 0.1772 (0.1885) loss_rec_all: 0.2033 (0.2145) loss_rec_sfr: 0.2469 (0.2743) loss_cl: -0.2779 (-0.2789) time: 0.7484 data: 0.0002 max mem: 29860 [10:58:41.624923] Epoch: [347] [2840/2904] eta: 0:00:48 lr: 0.001552 loss: 0.1785 (0.1885) loss_rec_all: 0.2047 (0.2145) loss_rec_sfr: 0.2244 (0.2742) loss_cl: -0.2783 (-0.2789) time: 0.7506 data: 0.0025 max mem: 29860 [10:58:56.576562] Epoch: [347] [2860/2904] eta: 0:00:33 lr: 0.001552 loss: 0.1784 (0.1885) loss_rec_all: 0.2042 (0.2145) loss_rec_sfr: 0.2573 (0.2743) loss_cl: -0.2780 (-0.2789) time: 0.7475 data: 0.0001 max mem: 29860 [10:59:11.517349] Epoch: [347] [2880/2904] eta: 0:00:18 lr: 0.001552 loss: 0.1802 (0.1886) loss_rec_all: 0.2068 (0.2145) loss_rec_sfr: 0.2540 (0.2742) loss_cl: -0.2797 (-0.2789) time: 0.7470 data: 0.0001 max mem: 29860 [10:59:26.419373] Epoch: [347] [2900/2904] eta: 0:00:03 lr: 0.001552 loss: 0.1806 (0.1885) loss_rec_all: 0.2070 (0.2145) loss_rec_sfr: 0.2560 (0.2742) loss_cl: -0.2783 (-0.2789) time: 0.7451 data: 0.0001 max mem: 29860 [10:59:28.662303] Epoch: [347] [2903/2904] eta: 0:00:00 lr: 0.001552 loss: 0.1806 (0.1886) loss_rec_all: 0.2070 (0.2145) loss_rec_sfr: 0.2560 (0.2742) loss_cl: -0.2783 (-0.2789) time: 0.7451 data: 0.0001 max mem: 29860 [10:59:30.684295] Epoch: [347] Total time: 0:36:24 (0.7524 s / it) [10:59:30.685179] Averaged stats: lr: 0.001552 loss: 0.1806 (0.1912) loss_rec_all: 0.2070 (0.2148) loss_rec_sfr: 0.2560 (0.2754) loss_cl: -0.2783 (-0.2556) [10:59:30.690001] log_dir: ./checkpoint/VF2_ViT-B [10:59:47.210245] Epoch: [348] [ 0/2904] eta: 13:19:32 lr: 0.001552 loss: 0.1792 (0.1792) loss_rec_all: 0.2056 (0.2056) loss_rec_sfr: 0.2178 (0.2178) loss_cl: -0.2787 (-0.2787) time: 16.5193 data: 15.7885 max mem: 29860 [11:00:04.144055] Epoch: [348] [ 20/2904] eta: 1:16:34 lr: 0.001552 loss: 0.1787 (0.1906) loss_rec_all: 0.2044 (0.2164) loss_rec_sfr: 0.2538 (0.2815) loss_cl: -0.2779 (-0.2777) time: 0.8466 data: 0.0002 max mem: 29860 [11:00:19.097758] Epoch: [348] [ 40/2904] eta: 0:56:21 lr: 0.001552 loss: 0.1778 (0.1880) loss_rec_all: 0.2037 (0.2139) loss_rec_sfr: 0.2574 (0.2700) loss_cl: -0.2788 (-0.2782) time: 0.7476 data: 0.0002 max mem: 29860 [11:00:34.073006] Epoch: [348] [ 60/2904] eta: 0:49:14 lr: 0.001552 loss: 0.1780 (0.1849) loss_rec_all: 0.2038 (0.2109) loss_rec_sfr: 0.2544 (0.2612) loss_cl: -0.2787 (-0.2784) time: 0.7487 data: 0.0002 max mem: 29860 [11:00:49.016375] Epoch: [348] [ 80/2904] eta: 0:45:30 lr: 0.001552 loss: 0.1792 (0.1859) loss_rec_all: 0.2049 (0.2119) loss_rec_sfr: 0.2553 (0.2655) loss_cl: -0.2788 (-0.2785) time: 0.7471 data: 0.0002 max mem: 29860 [11:01:03.983383] Epoch: [348] [ 100/2904] eta: 0:43:09 lr: 0.001552 loss: 0.1799 (0.1872) loss_rec_all: 0.2063 (0.2132) loss_rec_sfr: 0.2602 (0.2697) loss_cl: -0.2792 (-0.2785) time: 0.7483 data: 0.0002 max mem: 29860 [11:01:18.961437] Epoch: [348] [ 120/2904] eta: 0:41:30 lr: 0.001552 loss: 0.1757 (0.1861) loss_rec_all: 0.2021 (0.2121) loss_rec_sfr: 0.2266 (0.2645) loss_cl: -0.2798 (-0.2787) time: 0.7489 data: 0.0002 max mem: 29860 [11:01:33.960407] Epoch: [348] [ 140/2904] eta: 0:40:16 lr: 0.001552 loss: 0.1777 (0.1871) loss_rec_all: 0.2041 (0.2131) loss_rec_sfr: 0.2604 (0.2688) loss_cl: -0.2800 (-0.2789) time: 0.7499 data: 0.0002 max mem: 29860 [11:01:48.947917] Epoch: [348] [ 160/2904] eta: 0:39:16 lr: 0.001552 loss: 0.1771 (0.1867) loss_rec_all: 0.2033 (0.2127) loss_rec_sfr: 0.2562 (0.2676) loss_cl: -0.2784 (-0.2789) time: 0.7493 data: 0.0002 max mem: 29860 [11:02:03.949966] Epoch: [348] [ 180/2904] eta: 0:38:26 lr: 0.001552 loss: 0.1815 (0.1877) loss_rec_all: 0.2078 (0.2137) loss_rec_sfr: 0.2613 (0.2710) loss_cl: -0.2779 (-0.2788) time: 0.7501 data: 0.0002 max mem: 29860 [11:02:18.943650] Epoch: [348] [ 200/2904] eta: 0:37:43 lr: 0.001552 loss: 0.1766 (0.1871) loss_rec_all: 0.2026 (0.2130) loss_rec_sfr: 0.2532 (0.2697) loss_cl: -0.2786 (-0.2787) time: 0.7496 data: 0.0002 max mem: 29860 [11:02:33.941590] Epoch: [348] [ 220/2904] eta: 0:37:05 lr: 0.001552 loss: 0.1800 (0.1879) loss_rec_all: 0.2059 (0.2138) loss_rec_sfr: 0.2609 (0.2727) loss_cl: -0.2781 (-0.2787) time: 0.7499 data: 0.0002 max mem: 29860 [11:02:48.960944] Epoch: [348] [ 240/2904] eta: 0:36:31 lr: 0.001552 loss: 0.1775 (0.1875) loss_rec_all: 0.2038 (0.2134) loss_rec_sfr: 0.2505 (0.2715) loss_cl: -0.2791 (-0.2787) time: 0.7509 data: 0.0002 max mem: 29860 [11:03:03.957653] Epoch: [348] [ 260/2904] eta: 0:36:00 lr: 0.001551 loss: 0.1786 (0.1881) loss_rec_all: 0.2048 (0.2140) loss_rec_sfr: 0.2637 (0.2737) loss_cl: -0.2795 (-0.2787) time: 0.7498 data: 0.0002 max mem: 29860 [11:03:19.071711] Epoch: [348] [ 280/2904] eta: 0:35:32 lr: 0.001551 loss: 0.1771 (0.1880) loss_rec_all: 0.2040 (0.2139) loss_rec_sfr: 0.2584 (0.2732) loss_cl: -0.2797 (-0.2788) time: 0.7556 data: 0.0002 max mem: 29860 [11:03:34.042904] Epoch: [348] [ 300/2904] eta: 0:35:05 lr: 0.001551 loss: 0.1786 (0.1880) loss_rec_all: 0.2052 (0.2140) loss_rec_sfr: 0.2235 (0.2727) loss_cl: -0.2804 (-0.2789) time: 0.7485 data: 0.0002 max mem: 29860 [11:03:48.984480] Epoch: [348] [ 320/2904] eta: 0:34:39 lr: 0.001551 loss: 0.1799 (0.1877) loss_rec_all: 0.2058 (0.2137) loss_rec_sfr: 0.2561 (0.2718) loss_cl: -0.2788 (-0.2788) time: 0.7470 data: 0.0002 max mem: 29860 [11:04:03.894333] Epoch: [348] [ 340/2904] eta: 0:34:14 lr: 0.001551 loss: 0.1798 (0.1878) loss_rec_all: 0.2057 (0.2137) loss_rec_sfr: 0.2565 (0.2719) loss_cl: -0.2782 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [11:04:18.807026] Epoch: [348] [ 360/2904] eta: 0:33:50 lr: 0.001551 loss: 0.1821 (0.1880) loss_rec_all: 0.2081 (0.2139) loss_rec_sfr: 0.2605 (0.2726) loss_cl: -0.2781 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [11:04:33.713859] Epoch: [348] [ 380/2904] eta: 0:33:27 lr: 0.001551 loss: 0.1740 (0.1879) loss_rec_all: 0.2006 (0.2138) loss_rec_sfr: 0.2568 (0.2726) loss_cl: -0.2795 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [11:04:48.602229] Epoch: [348] [ 400/2904] eta: 0:33:05 lr: 0.001551 loss: 0.1768 (0.1875) loss_rec_all: 0.2032 (0.2135) loss_rec_sfr: 0.2360 (0.2711) loss_cl: -0.2797 (-0.2788) time: 0.7444 data: 0.0002 max mem: 29860 [11:05:03.504145] Epoch: [348] [ 420/2904] eta: 0:32:43 lr: 0.001551 loss: 0.1764 (0.1876) loss_rec_all: 0.2026 (0.2135) loss_rec_sfr: 0.2574 (0.2714) loss_cl: -0.2796 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [11:05:18.416109] Epoch: [348] [ 440/2904] eta: 0:32:22 lr: 0.001551 loss: 0.1791 (0.1876) loss_rec_all: 0.2050 (0.2136) loss_rec_sfr: 0.2609 (0.2718) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [11:05:33.322825] Epoch: [348] [ 460/2904] eta: 0:32:02 lr: 0.001551 loss: 0.1743 (0.1874) loss_rec_all: 0.2007 (0.2134) loss_rec_sfr: 0.2569 (0.2711) loss_cl: -0.2779 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [11:05:48.225003] Epoch: [348] [ 480/2904] eta: 0:31:42 lr: 0.001551 loss: 0.1819 (0.1876) loss_rec_all: 0.2078 (0.2136) loss_rec_sfr: 0.2581 (0.2718) loss_cl: -0.2788 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [11:06:03.137136] Epoch: [348] [ 500/2904] eta: 0:31:23 lr: 0.001551 loss: 0.1760 (0.1878) loss_rec_all: 0.2026 (0.2138) loss_rec_sfr: 0.2659 (0.2730) loss_cl: -0.2796 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [11:06:18.044667] Epoch: [348] [ 520/2904] eta: 0:31:03 lr: 0.001551 loss: 0.1797 (0.1879) loss_rec_all: 0.2057 (0.2139) loss_rec_sfr: 0.2592 (0.2731) loss_cl: -0.2793 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [11:06:32.948961] Epoch: [348] [ 540/2904] eta: 0:30:45 lr: 0.001551 loss: 0.1822 (0.1880) loss_rec_all: 0.2083 (0.2140) loss_rec_sfr: 0.2583 (0.2731) loss_cl: -0.2786 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [11:06:47.854145] Epoch: [348] [ 560/2904] eta: 0:30:26 lr: 0.001551 loss: 0.1760 (0.1877) loss_rec_all: 0.2021 (0.2137) loss_rec_sfr: 0.2183 (0.2723) loss_cl: -0.2780 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [11:07:02.764027] Epoch: [348] [ 580/2904] eta: 0:30:08 lr: 0.001551 loss: 0.1764 (0.1878) loss_rec_all: 0.2025 (0.2137) loss_rec_sfr: 0.2543 (0.2727) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [11:07:17.676189] Epoch: [348] [ 600/2904] eta: 0:29:50 lr: 0.001551 loss: 0.1783 (0.1881) loss_rec_all: 0.2042 (0.2141) loss_rec_sfr: 0.2680 (0.2744) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [11:07:32.587160] Epoch: [348] [ 620/2904] eta: 0:29:32 lr: 0.001551 loss: 0.1776 (0.1880) loss_rec_all: 0.2042 (0.2140) loss_rec_sfr: 0.2521 (0.2737) loss_cl: -0.2800 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [11:07:47.492447] Epoch: [348] [ 640/2904] eta: 0:29:14 lr: 0.001551 loss: 0.1799 (0.1883) loss_rec_all: 0.2058 (0.2142) loss_rec_sfr: 0.2575 (0.2743) loss_cl: -0.2797 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [11:08:02.402792] Epoch: [348] [ 660/2904] eta: 0:28:57 lr: 0.001551 loss: 0.1770 (0.1883) loss_rec_all: 0.2033 (0.2143) loss_rec_sfr: 0.2563 (0.2747) loss_cl: -0.2799 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [11:08:17.313201] Epoch: [348] [ 680/2904] eta: 0:28:39 lr: 0.001551 loss: 0.1781 (0.1882) loss_rec_all: 0.2042 (0.2142) loss_rec_sfr: 0.2589 (0.2743) loss_cl: -0.2785 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [11:08:32.227156] Epoch: [348] [ 700/2904] eta: 0:28:22 lr: 0.001551 loss: 0.1856 (0.1886) loss_rec_all: 0.2117 (0.2146) loss_rec_sfr: 0.2661 (0.2758) loss_cl: -0.2789 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [11:08:47.136239] Epoch: [348] [ 720/2904] eta: 0:28:05 lr: 0.001551 loss: 0.1814 (0.1889) loss_rec_all: 0.2074 (0.2149) loss_rec_sfr: 0.2685 (0.2769) loss_cl: -0.2782 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [11:09:02.040584] Epoch: [348] [ 740/2904] eta: 0:27:48 lr: 0.001551 loss: 0.1779 (0.1888) loss_rec_all: 0.2038 (0.2148) loss_rec_sfr: 0.2183 (0.2764) loss_cl: -0.2790 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [11:09:16.948725] Epoch: [348] [ 760/2904] eta: 0:27:31 lr: 0.001551 loss: 0.1745 (0.1886) loss_rec_all: 0.2010 (0.2146) loss_rec_sfr: 0.2568 (0.2757) loss_cl: -0.2793 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [11:09:31.854626] Epoch: [348] [ 780/2904] eta: 0:27:14 lr: 0.001551 loss: 0.1773 (0.1888) loss_rec_all: 0.2039 (0.2147) loss_rec_sfr: 0.2608 (0.2762) loss_cl: -0.2796 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [11:09:46.760862] Epoch: [348] [ 800/2904] eta: 0:26:58 lr: 0.001551 loss: 0.1803 (0.1888) loss_rec_all: 0.2067 (0.2148) loss_rec_sfr: 0.2588 (0.2761) loss_cl: -0.2793 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [11:10:01.667021] Epoch: [348] [ 820/2904] eta: 0:26:41 lr: 0.001551 loss: 0.1771 (0.1888) loss_rec_all: 0.2036 (0.2148) loss_rec_sfr: 0.2624 (0.2761) loss_cl: -0.2792 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [11:10:16.576325] Epoch: [348] [ 840/2904] eta: 0:26:25 lr: 0.001551 loss: 0.1793 (0.1887) loss_rec_all: 0.2055 (0.2147) loss_rec_sfr: 0.2624 (0.2760) loss_cl: -0.2786 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [11:10:31.484929] Epoch: [348] [ 860/2904] eta: 0:26:08 lr: 0.001550 loss: 0.1809 (0.1887) loss_rec_all: 0.2070 (0.2147) loss_rec_sfr: 0.2550 (0.2759) loss_cl: -0.2784 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [11:10:46.393727] Epoch: [348] [ 880/2904] eta: 0:25:52 lr: 0.001550 loss: 0.1786 (0.1887) loss_rec_all: 0.2046 (0.2146) loss_rec_sfr: 0.2615 (0.2758) loss_cl: -0.2790 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [11:11:01.309502] Epoch: [348] [ 900/2904] eta: 0:25:35 lr: 0.001550 loss: 0.1791 (0.1887) loss_rec_all: 0.2051 (0.2147) loss_rec_sfr: 0.2573 (0.2760) loss_cl: -0.2787 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [11:11:16.220642] Epoch: [348] [ 920/2904] eta: 0:25:19 lr: 0.001550 loss: 0.1774 (0.1888) loss_rec_all: 0.2036 (0.2147) loss_rec_sfr: 0.2458 (0.2760) loss_cl: -0.2782 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [11:11:31.129727] Epoch: [348] [ 940/2904] eta: 0:25:03 lr: 0.001550 loss: 0.1912 (0.1893) loss_rec_all: 0.2171 (0.2152) loss_rec_sfr: 0.2822 (0.2774) loss_cl: -0.2784 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [11:11:46.038067] Epoch: [348] [ 960/2904] eta: 0:24:47 lr: 0.001550 loss: 0.1787 (0.1893) loss_rec_all: 0.2050 (0.2153) loss_rec_sfr: 0.2533 (0.2775) loss_cl: -0.2789 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [11:12:00.946288] Epoch: [348] [ 980/2904] eta: 0:24:31 lr: 0.001550 loss: 0.1796 (0.1894) loss_rec_all: 0.2055 (0.2154) loss_rec_sfr: 0.2634 (0.2779) loss_cl: -0.2801 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [11:12:15.856664] Epoch: [348] [1000/2904] eta: 0:24:15 lr: 0.001550 loss: 0.1756 (0.1892) loss_rec_all: 0.2020 (0.2152) loss_rec_sfr: 0.1980 (0.2767) loss_cl: -0.2787 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [11:12:30.763247] Epoch: [348] [1020/2904] eta: 0:23:59 lr: 0.001550 loss: 0.1797 (0.1893) loss_rec_all: 0.2055 (0.2152) loss_rec_sfr: 0.2593 (0.2772) loss_cl: -0.2790 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [11:12:45.676968] Epoch: [348] [1040/2904] eta: 0:23:43 lr: 0.001550 loss: 0.1762 (0.1891) loss_rec_all: 0.2020 (0.2151) loss_rec_sfr: 0.2497 (0.2767) loss_cl: -0.2783 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [11:13:00.587777] Epoch: [348] [1060/2904] eta: 0:23:27 lr: 0.001550 loss: 0.1782 (0.1892) loss_rec_all: 0.2046 (0.2152) loss_rec_sfr: 0.2593 (0.2769) loss_cl: -0.2795 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [11:13:15.490849] Epoch: [348] [1080/2904] eta: 0:23:11 lr: 0.001550 loss: 0.1826 (0.1893) loss_rec_all: 0.2091 (0.2152) loss_rec_sfr: 0.2594 (0.2770) loss_cl: -0.2788 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [11:13:30.397377] Epoch: [348] [1100/2904] eta: 0:22:55 lr: 0.001550 loss: 0.1800 (0.1892) loss_rec_all: 0.2060 (0.2152) loss_rec_sfr: 0.2614 (0.2768) loss_cl: -0.2787 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [11:13:45.303723] Epoch: [348] [1120/2904] eta: 0:22:39 lr: 0.001550 loss: 0.1758 (0.1891) loss_rec_all: 0.2020 (0.2150) loss_rec_sfr: 0.2241 (0.2760) loss_cl: -0.2787 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [11:14:00.207631] Epoch: [348] [1140/2904] eta: 0:22:24 lr: 0.001550 loss: 0.1816 (0.1892) loss_rec_all: 0.2077 (0.2152) loss_rec_sfr: 0.2652 (0.2765) loss_cl: -0.2788 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [11:14:15.114522] Epoch: [348] [1160/2904] eta: 0:22:08 lr: 0.001550 loss: 0.1798 (0.1892) loss_rec_all: 0.2058 (0.2151) loss_rec_sfr: 0.2551 (0.2765) loss_cl: -0.2784 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [11:14:30.019445] Epoch: [348] [1180/2904] eta: 0:21:52 lr: 0.001550 loss: 0.1811 (0.1891) loss_rec_all: 0.2071 (0.2151) loss_rec_sfr: 0.2247 (0.2761) loss_cl: -0.2791 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [11:14:44.928521] Epoch: [348] [1200/2904] eta: 0:21:37 lr: 0.001550 loss: 0.1796 (0.1890) loss_rec_all: 0.2062 (0.2150) loss_rec_sfr: 0.2477 (0.2758) loss_cl: -0.2792 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [11:14:59.840047] Epoch: [348] [1220/2904] eta: 0:21:21 lr: 0.001550 loss: 0.1826 (0.1890) loss_rec_all: 0.2086 (0.2150) loss_rec_sfr: 0.2556 (0.2756) loss_cl: -0.2790 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [11:15:14.751563] Epoch: [348] [1240/2904] eta: 0:21:05 lr: 0.001550 loss: 0.1753 (0.1888) loss_rec_all: 0.2016 (0.2148) loss_rec_sfr: 0.2501 (0.2751) loss_cl: -0.2791 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [11:15:29.660372] Epoch: [348] [1260/2904] eta: 0:20:50 lr: 0.001550 loss: 0.1797 (0.1888) loss_rec_all: 0.2061 (0.2148) loss_rec_sfr: 0.2539 (0.2752) loss_cl: -0.2789 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [11:15:44.575031] Epoch: [348] [1280/2904] eta: 0:20:34 lr: 0.001550 loss: 0.1831 (0.1889) loss_rec_all: 0.2091 (0.2149) loss_rec_sfr: 0.2579 (0.2752) loss_cl: -0.2786 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [11:15:59.484155] Epoch: [348] [1300/2904] eta: 0:20:19 lr: 0.001550 loss: 0.1798 (0.1888) loss_rec_all: 0.2061 (0.2148) loss_rec_sfr: 0.2614 (0.2750) loss_cl: -0.2785 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [11:16:14.391326] Epoch: [348] [1320/2904] eta: 0:20:03 lr: 0.001550 loss: 0.1800 (0.1889) loss_rec_all: 0.2061 (0.2148) loss_rec_sfr: 0.2587 (0.2751) loss_cl: -0.2789 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [11:16:29.303296] Epoch: [348] [1340/2904] eta: 0:19:47 lr: 0.001550 loss: 0.1774 (0.1889) loss_rec_all: 0.2034 (0.2148) loss_rec_sfr: 0.2635 (0.2753) loss_cl: -0.2791 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [11:16:44.215244] Epoch: [348] [1360/2904] eta: 0:19:32 lr: 0.001550 loss: 0.1807 (0.1888) loss_rec_all: 0.2067 (0.2148) loss_rec_sfr: 0.2600 (0.2752) loss_cl: -0.2797 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [11:16:59.126053] Epoch: [348] [1380/2904] eta: 0:19:16 lr: 0.001550 loss: 0.1803 (0.1889) loss_rec_all: 0.2061 (0.2148) loss_rec_sfr: 0.2298 (0.2751) loss_cl: -0.2789 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [11:17:14.036187] Epoch: [348] [1400/2904] eta: 0:19:01 lr: 0.001550 loss: 0.1798 (0.1889) loss_rec_all: 0.2058 (0.2149) loss_rec_sfr: 0.2584 (0.2753) loss_cl: -0.2789 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [11:17:28.944269] Epoch: [348] [1420/2904] eta: 0:18:45 lr: 0.001550 loss: 0.1812 (0.1889) loss_rec_all: 0.2074 (0.2148) loss_rec_sfr: 0.2639 (0.2752) loss_cl: -0.2798 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [11:17:43.862200] Epoch: [348] [1440/2904] eta: 0:18:30 lr: 0.001550 loss: 0.1798 (0.1889) loss_rec_all: 0.2061 (0.2149) loss_rec_sfr: 0.2569 (0.2754) loss_cl: -0.2791 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [11:17:58.772411] Epoch: [348] [1460/2904] eta: 0:18:15 lr: 0.001550 loss: 0.1767 (0.1888) loss_rec_all: 0.2026 (0.2148) loss_rec_sfr: 0.2493 (0.2753) loss_cl: -0.2780 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [11:18:13.675806] Epoch: [348] [1480/2904] eta: 0:17:59 lr: 0.001549 loss: 0.1807 (0.1889) loss_rec_all: 0.2071 (0.2148) loss_rec_sfr: 0.2505 (0.2753) loss_cl: -0.2787 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [11:18:28.584001] Epoch: [348] [1500/2904] eta: 0:17:44 lr: 0.001549 loss: 0.1779 (0.1889) loss_rec_all: 0.2040 (0.2149) loss_rec_sfr: 0.2584 (0.2755) loss_cl: -0.2789 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [11:18:43.527318] Epoch: [348] [1520/2904] eta: 0:17:28 lr: 0.001549 loss: 0.1810 (0.1889) loss_rec_all: 0.2071 (0.2148) loss_rec_sfr: 0.2528 (0.2753) loss_cl: -0.2793 (-0.2789) time: 0.7471 data: 0.0002 max mem: 29860 [11:18:58.497094] Epoch: [348] [1540/2904] eta: 0:17:13 lr: 0.001549 loss: 0.1792 (0.1888) loss_rec_all: 0.2056 (0.2148) loss_rec_sfr: 0.2556 (0.2750) loss_cl: -0.2795 (-0.2789) time: 0.7484 data: 0.0002 max mem: 29860 [11:19:13.455598] Epoch: [348] [1560/2904] eta: 0:16:58 lr: 0.001549 loss: 0.1815 (0.1889) loss_rec_all: 0.2077 (0.2148) loss_rec_sfr: 0.2590 (0.2751) loss_cl: -0.2785 (-0.2789) time: 0.7479 data: 0.0002 max mem: 29860 [11:19:28.436522] Epoch: [348] [1580/2904] eta: 0:16:42 lr: 0.001549 loss: 0.1767 (0.1889) loss_rec_all: 0.2029 (0.2148) loss_rec_sfr: 0.2640 (0.2754) loss_cl: -0.2778 (-0.2789) time: 0.7490 data: 0.0002 max mem: 29860 [11:19:43.409864] Epoch: [348] [1600/2904] eta: 0:16:27 lr: 0.001549 loss: 0.1778 (0.1888) loss_rec_all: 0.2040 (0.2148) loss_rec_sfr: 0.2644 (0.2753) loss_cl: -0.2785 (-0.2789) time: 0.7486 data: 0.0002 max mem: 29860 [11:19:58.384006] Epoch: [348] [1620/2904] eta: 0:16:12 lr: 0.001549 loss: 0.1794 (0.1889) loss_rec_all: 0.2052 (0.2148) loss_rec_sfr: 0.2669 (0.2755) loss_cl: -0.2794 (-0.2789) time: 0.7487 data: 0.0002 max mem: 29860 [11:20:13.352498] Epoch: [348] [1640/2904] eta: 0:15:57 lr: 0.001549 loss: 0.1799 (0.1889) loss_rec_all: 0.2058 (0.2149) loss_rec_sfr: 0.2702 (0.2758) loss_cl: -0.2794 (-0.2789) time: 0.7484 data: 0.0002 max mem: 29860 [11:20:28.313565] Epoch: [348] [1660/2904] eta: 0:15:41 lr: 0.001549 loss: 0.1758 (0.1888) loss_rec_all: 0.2024 (0.2148) loss_rec_sfr: 0.2470 (0.2754) loss_cl: -0.2795 (-0.2789) time: 0.7480 data: 0.0002 max mem: 29860 [11:20:43.263360] Epoch: [348] [1680/2904] eta: 0:15:26 lr: 0.001549 loss: 0.1779 (0.1887) loss_rec_all: 0.2042 (0.2147) loss_rec_sfr: 0.2270 (0.2750) loss_cl: -0.2781 (-0.2789) time: 0.7474 data: 0.0003 max mem: 29860 [11:20:58.371416] Epoch: [348] [1700/2904] eta: 0:15:11 lr: 0.001549 loss: 0.1802 (0.1888) loss_rec_all: 0.2063 (0.2147) loss_rec_sfr: 0.2609 (0.2751) loss_cl: -0.2781 (-0.2788) time: 0.7554 data: 0.0002 max mem: 29860 [11:21:13.330102] Epoch: [348] [1720/2904] eta: 0:14:56 lr: 0.001549 loss: 0.1810 (0.1888) loss_rec_all: 0.2073 (0.2148) loss_rec_sfr: 0.2526 (0.2752) loss_cl: -0.2794 (-0.2789) time: 0.7479 data: 0.0002 max mem: 29860 [11:21:28.313797] Epoch: [348] [1740/2904] eta: 0:14:40 lr: 0.001549 loss: 0.1843 (0.1890) loss_rec_all: 0.2106 (0.2149) loss_rec_sfr: 0.2652 (0.2758) loss_cl: -0.2791 (-0.2789) time: 0.7491 data: 0.0002 max mem: 29860 [11:21:43.295121] Epoch: [348] [1760/2904] eta: 0:14:25 lr: 0.001549 loss: 0.1787 (0.1890) loss_rec_all: 0.2048 (0.2150) loss_rec_sfr: 0.2609 (0.2760) loss_cl: -0.2787 (-0.2789) time: 0.7490 data: 0.0002 max mem: 29860 [11:21:58.252779] Epoch: [348] [1780/2904] eta: 0:14:10 lr: 0.001549 loss: 0.1779 (0.1890) loss_rec_all: 0.2037 (0.2150) loss_rec_sfr: 0.2626 (0.2759) loss_cl: -0.2778 (-0.2788) time: 0.7478 data: 0.0002 max mem: 29860 [11:22:13.235938] Epoch: [348] [1800/2904] eta: 0:13:55 lr: 0.001549 loss: 0.1824 (0.1891) loss_rec_all: 0.2086 (0.2151) loss_rec_sfr: 0.2629 (0.2762) loss_cl: -0.2786 (-0.2788) time: 0.7491 data: 0.0002 max mem: 29860 [11:22:28.199443] Epoch: [348] [1820/2904] eta: 0:13:39 lr: 0.001549 loss: 0.1808 (0.1891) loss_rec_all: 0.2069 (0.2151) loss_rec_sfr: 0.2646 (0.2763) loss_cl: -0.2784 (-0.2788) time: 0.7481 data: 0.0002 max mem: 29860 [11:22:43.178908] Epoch: [348] [1840/2904] eta: 0:13:24 lr: 0.001549 loss: 0.1815 (0.1892) loss_rec_all: 0.2077 (0.2151) loss_rec_sfr: 0.2625 (0.2766) loss_cl: -0.2791 (-0.2788) time: 0.7489 data: 0.0002 max mem: 29860 [11:22:58.168392] Epoch: [348] [1860/2904] eta: 0:13:09 lr: 0.001549 loss: 0.1749 (0.1891) loss_rec_all: 0.2015 (0.2151) loss_rec_sfr: 0.2547 (0.2763) loss_cl: -0.2790 (-0.2788) time: 0.7494 data: 0.0002 max mem: 29860 [11:23:13.144298] Epoch: [348] [1880/2904] eta: 0:12:54 lr: 0.001549 loss: 0.1778 (0.1890) loss_rec_all: 0.2039 (0.2150) loss_rec_sfr: 0.2530 (0.2761) loss_cl: -0.2787 (-0.2788) time: 0.7487 data: 0.0002 max mem: 29860 [11:23:28.113585] Epoch: [348] [1900/2904] eta: 0:12:39 lr: 0.001549 loss: 0.1787 (0.1890) loss_rec_all: 0.2051 (0.2149) loss_rec_sfr: 0.2561 (0.2758) loss_cl: -0.2786 (-0.2788) time: 0.7484 data: 0.0002 max mem: 29860 [11:23:43.093523] Epoch: [348] [1920/2904] eta: 0:12:23 lr: 0.001549 loss: 0.1747 (0.1889) loss_rec_all: 0.2011 (0.2149) loss_rec_sfr: 0.2442 (0.2756) loss_cl: -0.2795 (-0.2788) time: 0.7490 data: 0.0002 max mem: 29860 [11:23:58.079833] Epoch: [348] [1940/2904] eta: 0:12:08 lr: 0.001549 loss: 0.1783 (0.1889) loss_rec_all: 0.2044 (0.2149) loss_rec_sfr: 0.2614 (0.2757) loss_cl: -0.2793 (-0.2788) time: 0.7493 data: 0.0002 max mem: 29860 [11:24:13.042874] Epoch: [348] [1960/2904] eta: 0:11:53 lr: 0.001549 loss: 0.1834 (0.1891) loss_rec_all: 0.2093 (0.2150) loss_rec_sfr: 0.2642 (0.2761) loss_cl: -0.2787 (-0.2788) time: 0.7481 data: 0.0002 max mem: 29860 [11:24:28.019275] Epoch: [348] [1980/2904] eta: 0:11:38 lr: 0.001549 loss: 0.1761 (0.1890) loss_rec_all: 0.2023 (0.2150) loss_rec_sfr: 0.2240 (0.2760) loss_cl: -0.2783 (-0.2788) time: 0.7488 data: 0.0002 max mem: 29860 [11:24:42.969639] Epoch: [348] [2000/2904] eta: 0:11:23 lr: 0.001549 loss: 0.1796 (0.1891) loss_rec_all: 0.2061 (0.2151) loss_rec_sfr: 0.2501 (0.2762) loss_cl: -0.2792 (-0.2788) time: 0.7475 data: 0.0002 max mem: 29860 [11:24:57.931384] Epoch: [348] [2020/2904] eta: 0:11:07 lr: 0.001549 loss: 0.1799 (0.1892) loss_rec_all: 0.2063 (0.2151) loss_rec_sfr: 0.2641 (0.2764) loss_cl: -0.2797 (-0.2789) time: 0.7480 data: 0.0002 max mem: 29860 [11:25:12.924597] Epoch: [348] [2040/2904] eta: 0:10:52 lr: 0.001549 loss: 0.1780 (0.1892) loss_rec_all: 0.2042 (0.2151) loss_rec_sfr: 0.2571 (0.2765) loss_cl: -0.2795 (-0.2789) time: 0.7496 data: 0.0002 max mem: 29860 [11:25:27.889180] Epoch: [348] [2060/2904] eta: 0:10:37 lr: 0.001549 loss: 0.1792 (0.1892) loss_rec_all: 0.2057 (0.2152) loss_rec_sfr: 0.2644 (0.2766) loss_cl: -0.2795 (-0.2789) time: 0.7482 data: 0.0002 max mem: 29860 [11:25:42.852933] Epoch: [348] [2080/2904] eta: 0:10:22 lr: 0.001549 loss: 0.1817 (0.1892) loss_rec_all: 0.2082 (0.2151) loss_rec_sfr: 0.2563 (0.2764) loss_cl: -0.2782 (-0.2789) time: 0.7481 data: 0.0002 max mem: 29860 [11:25:57.809297] Epoch: [348] [2100/2904] eta: 0:10:07 lr: 0.001548 loss: 0.1781 (0.1891) loss_rec_all: 0.2044 (0.2151) loss_rec_sfr: 0.2558 (0.2762) loss_cl: -0.2785 (-0.2789) time: 0.7478 data: 0.0002 max mem: 29860 [11:26:12.769392] Epoch: [348] [2120/2904] eta: 0:09:52 lr: 0.001548 loss: 0.1801 (0.1891) loss_rec_all: 0.2065 (0.2151) loss_rec_sfr: 0.2590 (0.2763) loss_cl: -0.2780 (-0.2788) time: 0.7480 data: 0.0002 max mem: 29860 [11:26:27.722390] Epoch: [348] [2140/2904] eta: 0:09:36 lr: 0.001548 loss: 0.1770 (0.1890) loss_rec_all: 0.2034 (0.2150) loss_rec_sfr: 0.2197 (0.2760) loss_cl: -0.2786 (-0.2788) time: 0.7476 data: 0.0003 max mem: 29860 [11:26:42.683171] Epoch: [348] [2160/2904] eta: 0:09:21 lr: 0.001548 loss: 0.1807 (0.1891) loss_rec_all: 0.2067 (0.2150) loss_rec_sfr: 0.2639 (0.2762) loss_cl: -0.2799 (-0.2789) time: 0.7480 data: 0.0002 max mem: 29860 [11:26:57.672617] Epoch: [348] [2180/2904] eta: 0:09:06 lr: 0.001548 loss: 0.1772 (0.1891) loss_rec_all: 0.2034 (0.2150) loss_rec_sfr: 0.2550 (0.2761) loss_cl: -0.2795 (-0.2789) time: 0.7494 data: 0.0002 max mem: 29860 [11:27:12.659903] Epoch: [348] [2200/2904] eta: 0:08:51 lr: 0.001548 loss: 0.1772 (0.1891) loss_rec_all: 0.2037 (0.2151) loss_rec_sfr: 0.2597 (0.2763) loss_cl: -0.2787 (-0.2789) time: 0.7493 data: 0.0002 max mem: 29860 [11:27:27.657795] Epoch: [348] [2220/2904] eta: 0:08:36 lr: 0.001548 loss: 0.1726 (0.1891) loss_rec_all: 0.1992 (0.2151) loss_rec_sfr: 0.2258 (0.2763) loss_cl: -0.2788 (-0.2789) time: 0.7498 data: 0.0002 max mem: 29860 [11:27:42.631632] Epoch: [348] [2240/2904] eta: 0:08:21 lr: 0.001548 loss: 0.1764 (0.1891) loss_rec_all: 0.2025 (0.2151) loss_rec_sfr: 0.2548 (0.2763) loss_cl: -0.2787 (-0.2788) time: 0.7486 data: 0.0002 max mem: 29860 [11:27:57.593285] Epoch: [348] [2260/2904] eta: 0:08:06 lr: 0.001548 loss: 0.1770 (0.1891) loss_rec_all: 0.2034 (0.2151) loss_rec_sfr: 0.2584 (0.2763) loss_cl: -0.2796 (-0.2789) time: 0.7480 data: 0.0002 max mem: 29860 [11:28:12.579397] Epoch: [348] [2280/2904] eta: 0:07:51 lr: 0.001548 loss: 0.1816 (0.1891) loss_rec_all: 0.2085 (0.2151) loss_rec_sfr: 0.2611 (0.2763) loss_cl: -0.2793 (-0.2789) time: 0.7493 data: 0.0002 max mem: 29860 [11:28:27.558923] Epoch: [348] [2300/2904] eta: 0:07:35 lr: 0.001548 loss: 0.1767 (0.1891) loss_rec_all: 0.2028 (0.2150) loss_rec_sfr: 0.2312 (0.2760) loss_cl: -0.2793 (-0.2789) time: 0.7489 data: 0.0002 max mem: 29860 [11:28:42.533580] Epoch: [348] [2320/2904] eta: 0:07:20 lr: 0.001548 loss: 0.1813 (0.1890) loss_rec_all: 0.2075 (0.2150) loss_rec_sfr: 0.2579 (0.2759) loss_cl: -0.2783 (-0.2789) time: 0.7487 data: 0.0002 max mem: 29860 [11:28:57.498001] Epoch: [348] [2340/2904] eta: 0:07:05 lr: 0.001548 loss: 0.1754 (0.1890) loss_rec_all: 0.2015 (0.2149) loss_rec_sfr: 0.2217 (0.2758) loss_cl: -0.2786 (-0.2788) time: 0.7482 data: 0.0002 max mem: 29860 [11:29:12.409377] Epoch: [348] [2360/2904] eta: 0:06:50 lr: 0.001548 loss: 0.1776 (0.1890) loss_rec_all: 0.2037 (0.2149) loss_rec_sfr: 0.2535 (0.2756) loss_cl: -0.2788 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [11:29:27.316215] Epoch: [348] [2380/2904] eta: 0:06:35 lr: 0.001548 loss: 0.1799 (0.1890) loss_rec_all: 0.2061 (0.2149) loss_rec_sfr: 0.2551 (0.2756) loss_cl: -0.2792 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [11:29:42.284384] Epoch: [348] [2400/2904] eta: 0:06:20 lr: 0.001548 loss: 0.1772 (0.1890) loss_rec_all: 0.2036 (0.2149) loss_rec_sfr: 0.2572 (0.2757) loss_cl: -0.2793 (-0.2789) time: 0.7483 data: 0.0002 max mem: 29860 [11:29:57.249889] Epoch: [348] [2420/2904] eta: 0:06:05 lr: 0.001548 loss: 0.1785 (0.1889) loss_rec_all: 0.2045 (0.2149) loss_rec_sfr: 0.2624 (0.2755) loss_cl: -0.2786 (-0.2789) time: 0.7482 data: 0.0002 max mem: 29860 [11:30:12.236198] Epoch: [348] [2440/2904] eta: 0:05:50 lr: 0.001548 loss: 0.1814 (0.1889) loss_rec_all: 0.2075 (0.2149) loss_rec_sfr: 0.2568 (0.2756) loss_cl: -0.2787 (-0.2789) time: 0.7493 data: 0.0003 max mem: 29860 [11:30:27.204471] Epoch: [348] [2460/2904] eta: 0:05:34 lr: 0.001548 loss: 0.1797 (0.1890) loss_rec_all: 0.2057 (0.2149) loss_rec_sfr: 0.2586 (0.2757) loss_cl: -0.2789 (-0.2789) time: 0.7484 data: 0.0002 max mem: 29860 [11:30:42.176898] Epoch: [348] [2480/2904] eta: 0:05:19 lr: 0.001548 loss: 0.1803 (0.1890) loss_rec_all: 0.2063 (0.2149) loss_rec_sfr: 0.2638 (0.2757) loss_cl: -0.2789 (-0.2789) time: 0.7486 data: 0.0002 max mem: 29860 [11:30:57.088644] Epoch: [348] [2500/2904] eta: 0:05:04 lr: 0.001548 loss: 0.1772 (0.1890) loss_rec_all: 0.2034 (0.2149) loss_rec_sfr: 0.2599 (0.2758) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [11:31:12.002464] Epoch: [348] [2520/2904] eta: 0:04:49 lr: 0.001548 loss: 0.1796 (0.1890) loss_rec_all: 0.2057 (0.2149) loss_rec_sfr: 0.2561 (0.2756) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [11:31:26.962068] Epoch: [348] [2540/2904] eta: 0:04:34 lr: 0.001548 loss: 0.1775 (0.1889) loss_rec_all: 0.2035 (0.2149) loss_rec_sfr: 0.2673 (0.2756) loss_cl: -0.2795 (-0.2789) time: 0.7479 data: 0.0002 max mem: 29860 [11:31:41.911995] Epoch: [348] [2560/2904] eta: 0:04:19 lr: 0.001548 loss: 0.1829 (0.1889) loss_rec_all: 0.2091 (0.2149) loss_rec_sfr: 0.2562 (0.2757) loss_cl: -0.2796 (-0.2789) time: 0.7475 data: 0.0002 max mem: 29860 [11:31:56.892570] Epoch: [348] [2580/2904] eta: 0:04:04 lr: 0.001548 loss: 0.1748 (0.1889) loss_rec_all: 0.2007 (0.2149) loss_rec_sfr: 0.2525 (0.2756) loss_cl: -0.2786 (-0.2789) time: 0.7490 data: 0.0002 max mem: 29860 [11:32:11.855208] Epoch: [348] [2600/2904] eta: 0:03:49 lr: 0.001548 loss: 0.1748 (0.1889) loss_rec_all: 0.2009 (0.2149) loss_rec_sfr: 0.2572 (0.2756) loss_cl: -0.2774 (-0.2788) time: 0.7481 data: 0.0002 max mem: 29860 [11:32:26.807620] Epoch: [348] [2620/2904] eta: 0:03:34 lr: 0.001548 loss: 0.1802 (0.1889) loss_rec_all: 0.2061 (0.2149) loss_rec_sfr: 0.2624 (0.2757) loss_cl: -0.2784 (-0.2788) time: 0.7476 data: 0.0002 max mem: 29860 [11:32:41.786141] Epoch: [348] [2640/2904] eta: 0:03:19 lr: 0.001548 loss: 0.1857 (0.1890) loss_rec_all: 0.2116 (0.2150) loss_rec_sfr: 0.2643 (0.2759) loss_cl: -0.2794 (-0.2788) time: 0.7489 data: 0.0002 max mem: 29860 [11:32:56.756056] Epoch: [348] [2660/2904] eta: 0:03:03 lr: 0.001548 loss: 0.1758 (0.1890) loss_rec_all: 0.2022 (0.2150) loss_rec_sfr: 0.2636 (0.2760) loss_cl: -0.2788 (-0.2788) time: 0.7485 data: 0.0002 max mem: 29860 [11:33:11.734057] Epoch: [348] [2680/2904] eta: 0:02:48 lr: 0.001548 loss: 0.1806 (0.1890) loss_rec_all: 0.2068 (0.2150) loss_rec_sfr: 0.2545 (0.2760) loss_cl: -0.2786 (-0.2788) time: 0.7489 data: 0.0002 max mem: 29860 [11:33:26.722749] Epoch: [348] [2700/2904] eta: 0:02:33 lr: 0.001547 loss: 0.1772 (0.1890) loss_rec_all: 0.2036 (0.2150) loss_rec_sfr: 0.2205 (0.2758) loss_cl: -0.2790 (-0.2788) time: 0.7494 data: 0.0002 max mem: 29860 [11:33:41.691508] Epoch: [348] [2720/2904] eta: 0:02:18 lr: 0.001547 loss: 0.1800 (0.1890) loss_rec_all: 0.2066 (0.2149) loss_rec_sfr: 0.2327 (0.2756) loss_cl: -0.2791 (-0.2788) time: 0.7484 data: 0.0002 max mem: 29860 [11:33:56.656858] Epoch: [348] [2740/2904] eta: 0:02:03 lr: 0.001547 loss: 0.1814 (0.1890) loss_rec_all: 0.2075 (0.2149) loss_rec_sfr: 0.2569 (0.2757) loss_cl: -0.2790 (-0.2788) time: 0.7482 data: 0.0002 max mem: 29860 [11:34:11.639780] Epoch: [348] [2760/2904] eta: 0:01:48 lr: 0.001547 loss: 0.1768 (0.1889) loss_rec_all: 0.2030 (0.2149) loss_rec_sfr: 0.2536 (0.2755) loss_cl: -0.2796 (-0.2788) time: 0.7491 data: 0.0002 max mem: 29860 [11:34:26.609909] Epoch: [348] [2780/2904] eta: 0:01:33 lr: 0.001547 loss: 0.1842 (0.1889) loss_rec_all: 0.2103 (0.2149) loss_rec_sfr: 0.2623 (0.2755) loss_cl: -0.2787 (-0.2788) time: 0.7485 data: 0.0002 max mem: 29860 [11:34:41.558848] Epoch: [348] [2800/2904] eta: 0:01:18 lr: 0.001547 loss: 0.1794 (0.1890) loss_rec_all: 0.2055 (0.2149) loss_rec_sfr: 0.2602 (0.2756) loss_cl: -0.2790 (-0.2788) time: 0.7474 data: 0.0002 max mem: 29860 [11:34:56.476362] Epoch: [348] [2820/2904] eta: 0:01:03 lr: 0.001547 loss: 0.1794 (0.1890) loss_rec_all: 0.2059 (0.2149) loss_rec_sfr: 0.2607 (0.2756) loss_cl: -0.2781 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [11:35:11.430245] Epoch: [348] [2840/2904] eta: 0:00:48 lr: 0.001547 loss: 0.1780 (0.1890) loss_rec_all: 0.2042 (0.2150) loss_rec_sfr: 0.2499 (0.2757) loss_cl: -0.2782 (-0.2788) time: 0.7476 data: 0.0023 max mem: 29860 [11:35:26.369307] Epoch: [348] [2860/2904] eta: 0:00:33 lr: 0.001547 loss: 0.1768 (0.1890) loss_rec_all: 0.2032 (0.2149) loss_rec_sfr: 0.2528 (0.2756) loss_cl: -0.2791 (-0.2788) time: 0.7469 data: 0.0001 max mem: 29860 [11:35:41.322140] Epoch: [348] [2880/2904] eta: 0:00:18 lr: 0.001547 loss: 0.1765 (0.1889) loss_rec_all: 0.2031 (0.2149) loss_rec_sfr: 0.2598 (0.2754) loss_cl: -0.2799 (-0.2788) time: 0.7476 data: 0.0001 max mem: 29860 [11:35:56.281222] Epoch: [348] [2900/2904] eta: 0:00:03 lr: 0.001547 loss: 0.1766 (0.1889) loss_rec_all: 0.2034 (0.2149) loss_rec_sfr: 0.2646 (0.2754) loss_cl: -0.2802 (-0.2789) time: 0.7479 data: 0.0001 max mem: 29860 [11:35:58.542339] Epoch: [348] [2903/2904] eta: 0:00:00 lr: 0.001547 loss: 0.1766 (0.1889) loss_rec_all: 0.2034 (0.2148) loss_rec_sfr: 0.2604 (0.2754) loss_cl: -0.2803 (-0.2789) time: 0.7481 data: 0.0001 max mem: 29860 [11:36:00.683410] Epoch: [348] Total time: 0:36:29 (0.7541 s / it) [11:36:00.688646] Averaged stats: lr: 0.001547 loss: 0.1766 (0.1913) loss_rec_all: 0.2034 (0.2149) loss_rec_sfr: 0.2604 (0.2759) loss_cl: -0.2803 (-0.2556) [11:36:00.693412] log_dir: ./checkpoint/VF2_ViT-B [11:36:20.362103] Epoch: [349] [ 0/2904] eta: 15:51:52 lr: 0.001547 loss: 0.1815 (0.1815) loss_rec_all: 0.2076 (0.2076) loss_rec_sfr: 0.2483 (0.2483) loss_cl: -0.2784 (-0.2784) time: 19.6667 data: 9.1803 max mem: 29860 [11:36:37.056837] Epoch: [349] [ 20/2904] eta: 1:23:13 lr: 0.001547 loss: 0.1756 (0.1850) loss_rec_all: 0.2021 (0.2109) loss_rec_sfr: 0.2572 (0.2682) loss_cl: -0.2788 (-0.2785) time: 0.8347 data: 0.0769 max mem: 29860 [11:36:51.990985] Epoch: [349] [ 40/2904] eta: 0:59:43 lr: 0.001547 loss: 0.1755 (0.1843) loss_rec_all: 0.2016 (0.2103) loss_rec_sfr: 0.2445 (0.2649) loss_cl: -0.2788 (-0.2786) time: 0.7467 data: 0.0002 max mem: 29860 [11:37:06.955650] Epoch: [349] [ 60/2904] eta: 0:51:29 lr: 0.001547 loss: 0.1786 (0.1861) loss_rec_all: 0.2046 (0.2120) loss_rec_sfr: 0.2532 (0.2709) loss_cl: -0.2780 (-0.2783) time: 0.7482 data: 0.0002 max mem: 29860 [11:37:21.896317] Epoch: [349] [ 80/2904] eta: 0:47:10 lr: 0.001547 loss: 0.1764 (0.1871) loss_rec_all: 0.2030 (0.2131) loss_rec_sfr: 0.2615 (0.2725) loss_cl: -0.2789 (-0.2784) time: 0.7470 data: 0.0002 max mem: 29860 [11:37:36.867488] Epoch: [349] [ 100/2904] eta: 0:44:29 lr: 0.001547 loss: 0.1758 (0.1872) loss_rec_all: 0.2018 (0.2131) loss_rec_sfr: 0.2574 (0.2717) loss_cl: -0.2789 (-0.2785) time: 0.7485 data: 0.0002 max mem: 29860 [11:37:51.854712] Epoch: [349] [ 120/2904] eta: 0:42:37 lr: 0.001547 loss: 0.1772 (0.1886) loss_rec_all: 0.2032 (0.2145) loss_rec_sfr: 0.2686 (0.2771) loss_cl: -0.2791 (-0.2786) time: 0.7493 data: 0.0002 max mem: 29860 [11:38:06.832076] Epoch: [349] [ 140/2904] eta: 0:41:12 lr: 0.001547 loss: 0.1819 (0.1893) loss_rec_all: 0.2079 (0.2153) loss_rec_sfr: 0.2627 (0.2796) loss_cl: -0.2790 (-0.2787) time: 0.7488 data: 0.0002 max mem: 29860 [11:38:21.821772] Epoch: [349] [ 160/2904] eta: 0:40:05 lr: 0.001547 loss: 0.1782 (0.1893) loss_rec_all: 0.2047 (0.2152) loss_rec_sfr: 0.2533 (0.2792) loss_cl: -0.2794 (-0.2788) time: 0.7494 data: 0.0002 max mem: 29860 [11:38:36.822668] Epoch: [349] [ 180/2904] eta: 0:39:09 lr: 0.001547 loss: 0.1766 (0.1891) loss_rec_all: 0.2032 (0.2150) loss_rec_sfr: 0.2531 (0.2778) loss_cl: -0.2796 (-0.2788) time: 0.7500 data: 0.0002 max mem: 29860 [11:38:51.813514] Epoch: [349] [ 200/2904] eta: 0:38:21 lr: 0.001547 loss: 0.1784 (0.1893) loss_rec_all: 0.2048 (0.2152) loss_rec_sfr: 0.2499 (0.2782) loss_cl: -0.2788 (-0.2788) time: 0.7495 data: 0.0002 max mem: 29860 [11:39:06.799583] Epoch: [349] [ 220/2904] eta: 0:37:40 lr: 0.001547 loss: 0.1784 (0.1893) loss_rec_all: 0.2043 (0.2152) loss_rec_sfr: 0.2584 (0.2784) loss_cl: -0.2781 (-0.2787) time: 0.7493 data: 0.0002 max mem: 29860 [11:39:21.788433] Epoch: [349] [ 240/2904] eta: 0:37:02 lr: 0.001547 loss: 0.1781 (0.1886) loss_rec_all: 0.2044 (0.2146) loss_rec_sfr: 0.2530 (0.2755) loss_cl: -0.2784 (-0.2787) time: 0.7494 data: 0.0002 max mem: 29860 [11:39:36.789593] Epoch: [349] [ 260/2904] eta: 0:36:28 lr: 0.001547 loss: 0.1780 (0.1889) loss_rec_all: 0.2043 (0.2148) loss_rec_sfr: 0.2600 (0.2761) loss_cl: -0.2788 (-0.2787) time: 0.7500 data: 0.0002 max mem: 29860 [11:39:51.747747] Epoch: [349] [ 280/2904] eta: 0:35:57 lr: 0.001547 loss: 0.1766 (0.1888) loss_rec_all: 0.2027 (0.2148) loss_rec_sfr: 0.2525 (0.2758) loss_cl: -0.2805 (-0.2788) time: 0.7479 data: 0.0002 max mem: 29860 [11:40:06.703573] Epoch: [349] [ 300/2904] eta: 0:35:28 lr: 0.001547 loss: 0.1797 (0.1885) loss_rec_all: 0.2059 (0.2145) loss_rec_sfr: 0.2612 (0.2754) loss_cl: -0.2798 (-0.2789) time: 0.7477 data: 0.0002 max mem: 29860 [11:40:21.624764] Epoch: [349] [ 320/2904] eta: 0:35:00 lr: 0.001547 loss: 0.1798 (0.1884) loss_rec_all: 0.2059 (0.2144) loss_rec_sfr: 0.2540 (0.2751) loss_cl: -0.2794 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [11:40:36.532223] Epoch: [349] [ 340/2904] eta: 0:34:33 lr: 0.001547 loss: 0.1774 (0.1878) loss_rec_all: 0.2034 (0.2138) loss_rec_sfr: 0.2242 (0.2732) loss_cl: -0.2789 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [11:40:51.451609] Epoch: [349] [ 360/2904] eta: 0:34:08 lr: 0.001547 loss: 0.1796 (0.1878) loss_rec_all: 0.2055 (0.2138) loss_rec_sfr: 0.2662 (0.2736) loss_cl: -0.2786 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [11:41:06.356349] Epoch: [349] [ 380/2904] eta: 0:33:44 lr: 0.001547 loss: 0.1764 (0.1876) loss_rec_all: 0.2027 (0.2135) loss_rec_sfr: 0.2196 (0.2720) loss_cl: -0.2793 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [11:41:21.263974] Epoch: [349] [ 400/2904] eta: 0:33:21 lr: 0.001547 loss: 0.1793 (0.1881) loss_rec_all: 0.2053 (0.2141) loss_rec_sfr: 0.2688 (0.2743) loss_cl: -0.2781 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [11:41:36.163429] Epoch: [349] [ 420/2904] eta: 0:32:59 lr: 0.001546 loss: 0.1746 (0.1880) loss_rec_all: 0.2010 (0.2139) loss_rec_sfr: 0.2169 (0.2735) loss_cl: -0.2798 (-0.2789) time: 0.7449 data: 0.0002 max mem: 29860 [11:41:51.073637] Epoch: [349] [ 440/2904] eta: 0:32:37 lr: 0.001546 loss: 0.1786 (0.1884) loss_rec_all: 0.2052 (0.2144) loss_rec_sfr: 0.2599 (0.2750) loss_cl: -0.2790 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [11:42:05.981147] Epoch: [349] [ 460/2904] eta: 0:32:16 lr: 0.001546 loss: 0.1797 (0.1884) loss_rec_all: 0.2061 (0.2144) loss_rec_sfr: 0.2554 (0.2748) loss_cl: -0.2782 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [11:42:20.887401] Epoch: [349] [ 480/2904] eta: 0:31:55 lr: 0.001546 loss: 0.1768 (0.1883) loss_rec_all: 0.2032 (0.2142) loss_rec_sfr: 0.2535 (0.2745) loss_cl: -0.2780 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [11:42:35.810179] Epoch: [349] [ 500/2904] eta: 0:31:35 lr: 0.001546 loss: 0.1797 (0.1883) loss_rec_all: 0.2058 (0.2142) loss_rec_sfr: 0.2595 (0.2746) loss_cl: -0.2783 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [11:42:50.723375] Epoch: [349] [ 520/2904] eta: 0:31:16 lr: 0.001546 loss: 0.1797 (0.1883) loss_rec_all: 0.2058 (0.2143) loss_rec_sfr: 0.2607 (0.2751) loss_cl: -0.2796 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [11:43:05.633905] Epoch: [349] [ 540/2904] eta: 0:30:56 lr: 0.001546 loss: 0.1770 (0.1883) loss_rec_all: 0.2032 (0.2142) loss_rec_sfr: 0.2596 (0.2748) loss_cl: -0.2797 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [11:43:20.541581] Epoch: [349] [ 560/2904] eta: 0:30:37 lr: 0.001546 loss: 0.1752 (0.1881) loss_rec_all: 0.2014 (0.2141) loss_rec_sfr: 0.2498 (0.2741) loss_cl: -0.2793 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [11:43:35.449427] Epoch: [349] [ 580/2904] eta: 0:30:18 lr: 0.001546 loss: 0.1742 (0.1881) loss_rec_all: 0.2002 (0.2141) loss_rec_sfr: 0.2642 (0.2742) loss_cl: -0.2784 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [11:43:50.355986] Epoch: [349] [ 600/2904] eta: 0:30:00 lr: 0.001546 loss: 0.1817 (0.1886) loss_rec_all: 0.2075 (0.2146) loss_rec_sfr: 0.2701 (0.2759) loss_cl: -0.2777 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [11:44:05.263859] Epoch: [349] [ 620/2904] eta: 0:29:42 lr: 0.001546 loss: 0.1754 (0.1887) loss_rec_all: 0.2014 (0.2147) loss_rec_sfr: 0.2543 (0.2763) loss_cl: -0.2779 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [11:44:20.174942] Epoch: [349] [ 640/2904] eta: 0:29:24 lr: 0.001546 loss: 0.1751 (0.1884) loss_rec_all: 0.2016 (0.2143) loss_rec_sfr: 0.2500 (0.2751) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [11:44:35.081810] Epoch: [349] [ 660/2904] eta: 0:29:06 lr: 0.001546 loss: 0.1740 (0.1883) loss_rec_all: 0.2002 (0.2142) loss_rec_sfr: 0.2321 (0.2746) loss_cl: -0.2797 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [11:44:49.989795] Epoch: [349] [ 680/2904] eta: 0:28:48 lr: 0.001546 loss: 0.1806 (0.1884) loss_rec_all: 0.2065 (0.2143) loss_rec_sfr: 0.2576 (0.2750) loss_cl: -0.2790 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [11:45:04.900183] Epoch: [349] [ 700/2904] eta: 0:28:30 lr: 0.001546 loss: 0.1776 (0.1882) loss_rec_all: 0.2038 (0.2141) loss_rec_sfr: 0.2607 (0.2744) loss_cl: -0.2793 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [11:45:19.810487] Epoch: [349] [ 720/2904] eta: 0:28:13 lr: 0.001546 loss: 0.1797 (0.1882) loss_rec_all: 0.2058 (0.2142) loss_rec_sfr: 0.2612 (0.2747) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [11:45:34.719770] Epoch: [349] [ 740/2904] eta: 0:27:56 lr: 0.001546 loss: 0.1767 (0.1881) loss_rec_all: 0.2035 (0.2141) loss_rec_sfr: 0.2506 (0.2743) loss_cl: -0.2798 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [11:45:49.624809] Epoch: [349] [ 760/2904] eta: 0:27:39 lr: 0.001546 loss: 0.1765 (0.1880) loss_rec_all: 0.2030 (0.2140) loss_rec_sfr: 0.2248 (0.2738) loss_cl: -0.2797 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [11:46:04.529669] Epoch: [349] [ 780/2904] eta: 0:27:22 lr: 0.001546 loss: 0.1770 (0.1878) loss_rec_all: 0.2033 (0.2138) loss_rec_sfr: 0.2558 (0.2734) loss_cl: -0.2787 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [11:46:19.435840] Epoch: [349] [ 800/2904] eta: 0:27:05 lr: 0.001546 loss: 0.1788 (0.1878) loss_rec_all: 0.2048 (0.2138) loss_rec_sfr: 0.2531 (0.2732) loss_cl: -0.2777 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [11:46:34.340881] Epoch: [349] [ 820/2904] eta: 0:26:48 lr: 0.001546 loss: 0.1817 (0.1880) loss_rec_all: 0.2079 (0.2140) loss_rec_sfr: 0.2535 (0.2736) loss_cl: -0.2783 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [11:46:49.247507] Epoch: [349] [ 840/2904] eta: 0:26:31 lr: 0.001546 loss: 0.1734 (0.1878) loss_rec_all: 0.1996 (0.2138) loss_rec_sfr: 0.2643 (0.2735) loss_cl: -0.2800 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [11:47:04.313863] Epoch: [349] [ 860/2904] eta: 0:26:15 lr: 0.001546 loss: 0.1770 (0.1878) loss_rec_all: 0.2033 (0.2138) loss_rec_sfr: 0.2597 (0.2735) loss_cl: -0.2791 (-0.2789) time: 0.7533 data: 0.0002 max mem: 29860 [11:47:19.222917] Epoch: [349] [ 880/2904] eta: 0:25:58 lr: 0.001546 loss: 0.1774 (0.1879) loss_rec_all: 0.2038 (0.2138) loss_rec_sfr: 0.2549 (0.2737) loss_cl: -0.2794 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [11:47:34.126558] Epoch: [349] [ 900/2904] eta: 0:25:42 lr: 0.001546 loss: 0.1709 (0.1876) loss_rec_all: 0.1970 (0.2136) loss_rec_sfr: 0.2596 (0.2732) loss_cl: -0.2784 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [11:47:49.036712] Epoch: [349] [ 920/2904] eta: 0:25:25 lr: 0.001546 loss: 0.1780 (0.1877) loss_rec_all: 0.2037 (0.2137) loss_rec_sfr: 0.2542 (0.2733) loss_cl: -0.2782 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [11:48:03.943525] Epoch: [349] [ 940/2904] eta: 0:25:09 lr: 0.001546 loss: 0.1783 (0.1876) loss_rec_all: 0.2045 (0.2136) loss_rec_sfr: 0.2513 (0.2730) loss_cl: -0.2792 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [11:48:18.851048] Epoch: [349] [ 960/2904] eta: 0:24:53 lr: 0.001546 loss: 0.1795 (0.1877) loss_rec_all: 0.2061 (0.2137) loss_rec_sfr: 0.2511 (0.2731) loss_cl: -0.2791 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [11:48:33.757839] Epoch: [349] [ 980/2904] eta: 0:24:36 lr: 0.001546 loss: 0.1785 (0.1877) loss_rec_all: 0.2046 (0.2137) loss_rec_sfr: 0.2629 (0.2730) loss_cl: -0.2795 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [11:48:48.666757] Epoch: [349] [1000/2904] eta: 0:24:20 lr: 0.001546 loss: 0.1780 (0.1878) loss_rec_all: 0.2044 (0.2137) loss_rec_sfr: 0.2601 (0.2736) loss_cl: -0.2795 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [11:49:03.577529] Epoch: [349] [1020/2904] eta: 0:24:04 lr: 0.001545 loss: 0.1815 (0.1879) loss_rec_all: 0.2080 (0.2138) loss_rec_sfr: 0.2370 (0.2736) loss_cl: -0.2792 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [11:49:18.487806] Epoch: [349] [1040/2904] eta: 0:23:48 lr: 0.001545 loss: 0.1804 (0.1880) loss_rec_all: 0.2069 (0.2139) loss_rec_sfr: 0.2638 (0.2740) loss_cl: -0.2788 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [11:49:33.404905] Epoch: [349] [1060/2904] eta: 0:23:32 lr: 0.001545 loss: 0.1810 (0.1881) loss_rec_all: 0.2070 (0.2141) loss_rec_sfr: 0.2648 (0.2743) loss_cl: -0.2793 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [11:49:48.316688] Epoch: [349] [1080/2904] eta: 0:23:16 lr: 0.001545 loss: 0.1775 (0.1880) loss_rec_all: 0.2036 (0.2139) loss_rec_sfr: 0.2503 (0.2738) loss_cl: -0.2792 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [11:50:03.227208] Epoch: [349] [1100/2904] eta: 0:23:00 lr: 0.001545 loss: 0.1781 (0.1880) loss_rec_all: 0.2044 (0.2140) loss_rec_sfr: 0.2591 (0.2740) loss_cl: -0.2783 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [11:50:18.134737] Epoch: [349] [1120/2904] eta: 0:22:44 lr: 0.001545 loss: 0.1761 (0.1880) loss_rec_all: 0.2022 (0.2140) loss_rec_sfr: 0.2605 (0.2740) loss_cl: -0.2781 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [11:50:33.042524] Epoch: [349] [1140/2904] eta: 0:22:28 lr: 0.001545 loss: 0.1788 (0.1880) loss_rec_all: 0.2050 (0.2140) loss_rec_sfr: 0.2457 (0.2739) loss_cl: -0.2791 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [11:50:47.951798] Epoch: [349] [1160/2904] eta: 0:22:12 lr: 0.001545 loss: 0.1771 (0.1879) loss_rec_all: 0.2037 (0.2139) loss_rec_sfr: 0.2535 (0.2736) loss_cl: -0.2800 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [11:51:02.863045] Epoch: [349] [1180/2904] eta: 0:21:56 lr: 0.001545 loss: 0.1757 (0.1878) loss_rec_all: 0.2015 (0.2138) loss_rec_sfr: 0.2586 (0.2732) loss_cl: -0.2782 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [11:51:17.769877] Epoch: [349] [1200/2904] eta: 0:21:41 lr: 0.001545 loss: 0.1774 (0.1878) loss_rec_all: 0.2036 (0.2138) loss_rec_sfr: 0.2532 (0.2731) loss_cl: -0.2784 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [11:51:32.677027] Epoch: [349] [1220/2904] eta: 0:21:25 lr: 0.001545 loss: 0.1772 (0.1878) loss_rec_all: 0.2033 (0.2138) loss_rec_sfr: 0.2606 (0.2733) loss_cl: -0.2787 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [11:51:47.581018] Epoch: [349] [1240/2904] eta: 0:21:09 lr: 0.001545 loss: 0.1777 (0.1877) loss_rec_all: 0.2037 (0.2137) loss_rec_sfr: 0.2252 (0.2728) loss_cl: -0.2792 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [11:52:02.494619] Epoch: [349] [1260/2904] eta: 0:20:53 lr: 0.001545 loss: 0.1767 (0.1877) loss_rec_all: 0.2032 (0.2137) loss_rec_sfr: 0.2527 (0.2728) loss_cl: -0.2790 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [11:52:17.399472] Epoch: [349] [1280/2904] eta: 0:20:38 lr: 0.001545 loss: 0.1758 (0.1876) loss_rec_all: 0.2024 (0.2136) loss_rec_sfr: 0.2187 (0.2724) loss_cl: -0.2790 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [11:52:32.310676] Epoch: [349] [1300/2904] eta: 0:20:22 lr: 0.001545 loss: 0.1796 (0.1877) loss_rec_all: 0.2057 (0.2137) loss_rec_sfr: 0.2601 (0.2727) loss_cl: -0.2790 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [11:52:47.220426] Epoch: [349] [1320/2904] eta: 0:20:06 lr: 0.001545 loss: 0.1771 (0.1877) loss_rec_all: 0.2033 (0.2137) loss_rec_sfr: 0.2642 (0.2726) loss_cl: -0.2794 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [11:53:02.134132] Epoch: [349] [1340/2904] eta: 0:19:51 lr: 0.001545 loss: 0.1780 (0.1877) loss_rec_all: 0.2039 (0.2137) loss_rec_sfr: 0.2620 (0.2726) loss_cl: -0.2784 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [11:53:17.046011] Epoch: [349] [1360/2904] eta: 0:19:35 lr: 0.001545 loss: 0.1820 (0.1878) loss_rec_all: 0.2085 (0.2138) loss_rec_sfr: 0.2483 (0.2727) loss_cl: -0.2791 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [11:53:31.948285] Epoch: [349] [1380/2904] eta: 0:19:20 lr: 0.001545 loss: 0.1786 (0.1878) loss_rec_all: 0.2051 (0.2138) loss_rec_sfr: 0.2545 (0.2726) loss_cl: -0.2791 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [11:53:46.857723] Epoch: [349] [1400/2904] eta: 0:19:04 lr: 0.001545 loss: 0.1807 (0.1878) loss_rec_all: 0.2074 (0.2138) loss_rec_sfr: 0.2591 (0.2727) loss_cl: -0.2798 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [11:54:01.771247] Epoch: [349] [1420/2904] eta: 0:18:48 lr: 0.001545 loss: 0.1782 (0.1877) loss_rec_all: 0.2044 (0.2137) loss_rec_sfr: 0.2546 (0.2726) loss_cl: -0.2789 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [11:54:16.687539] Epoch: [349] [1440/2904] eta: 0:18:33 lr: 0.001545 loss: 0.1806 (0.1877) loss_rec_all: 0.2070 (0.2137) loss_rec_sfr: 0.2648 (0.2727) loss_cl: -0.2784 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [11:54:31.600054] Epoch: [349] [1460/2904] eta: 0:18:17 lr: 0.001545 loss: 0.1823 (0.1879) loss_rec_all: 0.2086 (0.2139) loss_rec_sfr: 0.2613 (0.2732) loss_cl: -0.2784 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [11:54:46.508081] Epoch: [349] [1480/2904] eta: 0:18:02 lr: 0.001545 loss: 0.1815 (0.1880) loss_rec_all: 0.2074 (0.2140) loss_rec_sfr: 0.2611 (0.2735) loss_cl: -0.2787 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [11:55:01.422446] Epoch: [349] [1500/2904] eta: 0:17:46 lr: 0.001545 loss: 0.1776 (0.1880) loss_rec_all: 0.2037 (0.2140) loss_rec_sfr: 0.2557 (0.2737) loss_cl: -0.2791 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [11:55:16.330102] Epoch: [349] [1520/2904] eta: 0:17:31 lr: 0.001545 loss: 0.1789 (0.1880) loss_rec_all: 0.2050 (0.2140) loss_rec_sfr: 0.2560 (0.2737) loss_cl: -0.2784 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [11:55:31.245405] Epoch: [349] [1540/2904] eta: 0:17:16 lr: 0.001545 loss: 0.1786 (0.1880) loss_rec_all: 0.2045 (0.2140) loss_rec_sfr: 0.2632 (0.2736) loss_cl: -0.2781 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [11:55:46.155381] Epoch: [349] [1560/2904] eta: 0:17:00 lr: 0.001545 loss: 0.1781 (0.1881) loss_rec_all: 0.2042 (0.2140) loss_rec_sfr: 0.2200 (0.2736) loss_cl: -0.2797 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [11:56:01.065286] Epoch: [349] [1580/2904] eta: 0:16:45 lr: 0.001545 loss: 0.1858 (0.1882) loss_rec_all: 0.2120 (0.2141) loss_rec_sfr: 0.2549 (0.2740) loss_cl: -0.2793 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [11:56:15.976952] Epoch: [349] [1600/2904] eta: 0:16:29 lr: 0.001545 loss: 0.1787 (0.1882) loss_rec_all: 0.2049 (0.2142) loss_rec_sfr: 0.2572 (0.2741) loss_cl: -0.2790 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [11:56:30.885144] Epoch: [349] [1620/2904] eta: 0:16:14 lr: 0.001545 loss: 0.1882 (0.1884) loss_rec_all: 0.2142 (0.2144) loss_rec_sfr: 0.2622 (0.2747) loss_cl: -0.2786 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [11:56:45.795670] Epoch: [349] [1640/2904] eta: 0:15:59 lr: 0.001544 loss: 0.1781 (0.1884) loss_rec_all: 0.2045 (0.2144) loss_rec_sfr: 0.2538 (0.2745) loss_cl: -0.2781 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [11:57:00.710520] Epoch: [349] [1660/2904] eta: 0:15:43 lr: 0.001544 loss: 0.1796 (0.1884) loss_rec_all: 0.2054 (0.2144) loss_rec_sfr: 0.2505 (0.2745) loss_cl: -0.2785 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [11:57:15.626075] Epoch: [349] [1680/2904] eta: 0:15:28 lr: 0.001544 loss: 0.1780 (0.1884) loss_rec_all: 0.2040 (0.2144) loss_rec_sfr: 0.2543 (0.2745) loss_cl: -0.2795 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [11:57:30.541047] Epoch: [349] [1700/2904] eta: 0:15:12 lr: 0.001544 loss: 0.1805 (0.1884) loss_rec_all: 0.2063 (0.2144) loss_rec_sfr: 0.2573 (0.2745) loss_cl: -0.2798 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [11:57:45.457874] Epoch: [349] [1720/2904] eta: 0:14:57 lr: 0.001544 loss: 0.1793 (0.1884) loss_rec_all: 0.2053 (0.2144) loss_rec_sfr: 0.2665 (0.2746) loss_cl: -0.2792 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [11:58:00.371058] Epoch: [349] [1740/2904] eta: 0:14:42 lr: 0.001544 loss: 0.1777 (0.1884) loss_rec_all: 0.2037 (0.2144) loss_rec_sfr: 0.2518 (0.2745) loss_cl: -0.2786 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [11:58:15.285283] Epoch: [349] [1760/2904] eta: 0:14:26 lr: 0.001544 loss: 0.1804 (0.1884) loss_rec_all: 0.2066 (0.2143) loss_rec_sfr: 0.2466 (0.2744) loss_cl: -0.2783 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [11:58:30.195857] Epoch: [349] [1780/2904] eta: 0:14:11 lr: 0.001544 loss: 0.1762 (0.1883) loss_rec_all: 0.2027 (0.2143) loss_rec_sfr: 0.2215 (0.2741) loss_cl: -0.2789 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [11:58:45.108546] Epoch: [349] [1800/2904] eta: 0:13:56 lr: 0.001544 loss: 0.1782 (0.1883) loss_rec_all: 0.2045 (0.2143) loss_rec_sfr: 0.2537 (0.2739) loss_cl: -0.2793 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [11:59:00.020015] Epoch: [349] [1820/2904] eta: 0:13:41 lr: 0.001544 loss: 0.1795 (0.1883) loss_rec_all: 0.2057 (0.2143) loss_rec_sfr: 0.2590 (0.2739) loss_cl: -0.2785 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [11:59:14.934295] Epoch: [349] [1840/2904] eta: 0:13:25 lr: 0.001544 loss: 0.1771 (0.1883) loss_rec_all: 0.2033 (0.2142) loss_rec_sfr: 0.2535 (0.2738) loss_cl: -0.2795 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [11:59:29.855915] Epoch: [349] [1860/2904] eta: 0:13:10 lr: 0.001544 loss: 0.1768 (0.1882) loss_rec_all: 0.2028 (0.2142) loss_rec_sfr: 0.2570 (0.2736) loss_cl: -0.2797 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [11:59:44.764723] Epoch: [349] [1880/2904] eta: 0:12:55 lr: 0.001544 loss: 0.1755 (0.1882) loss_rec_all: 0.2020 (0.2141) loss_rec_sfr: 0.2522 (0.2735) loss_cl: -0.2792 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [11:59:59.674292] Epoch: [349] [1900/2904] eta: 0:12:39 lr: 0.001544 loss: 0.1860 (0.1883) loss_rec_all: 0.2122 (0.2143) loss_rec_sfr: 0.2639 (0.2739) loss_cl: -0.2784 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [12:00:14.592989] Epoch: [349] [1920/2904] eta: 0:12:24 lr: 0.001544 loss: 0.1810 (0.1883) loss_rec_all: 0.2070 (0.2142) loss_rec_sfr: 0.2549 (0.2737) loss_cl: -0.2785 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [12:00:29.514874] Epoch: [349] [1940/2904] eta: 0:12:09 lr: 0.001544 loss: 0.1788 (0.1883) loss_rec_all: 0.2055 (0.2143) loss_rec_sfr: 0.2492 (0.2738) loss_cl: -0.2786 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [12:00:44.425113] Epoch: [349] [1960/2904] eta: 0:11:54 lr: 0.001544 loss: 0.1790 (0.1884) loss_rec_all: 0.2049 (0.2143) loss_rec_sfr: 0.2592 (0.2741) loss_cl: -0.2785 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [12:00:59.345719] Epoch: [349] [1980/2904] eta: 0:11:38 lr: 0.001544 loss: 0.1798 (0.1883) loss_rec_all: 0.2062 (0.2143) loss_rec_sfr: 0.2192 (0.2739) loss_cl: -0.2785 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [12:01:14.258822] Epoch: [349] [2000/2904] eta: 0:11:23 lr: 0.001544 loss: 0.1804 (0.1884) loss_rec_all: 0.2066 (0.2143) loss_rec_sfr: 0.2633 (0.2740) loss_cl: -0.2791 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [12:01:29.174309] Epoch: [349] [2020/2904] eta: 0:11:08 lr: 0.001544 loss: 0.1770 (0.1885) loss_rec_all: 0.2028 (0.2145) loss_rec_sfr: 0.2683 (0.2746) loss_cl: -0.2787 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [12:01:44.083892] Epoch: [349] [2040/2904] eta: 0:10:53 lr: 0.001544 loss: 0.1761 (0.1885) loss_rec_all: 0.2022 (0.2145) loss_rec_sfr: 0.2539 (0.2745) loss_cl: -0.2783 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [12:01:59.006214] Epoch: [349] [2060/2904] eta: 0:10:38 lr: 0.001544 loss: 0.1798 (0.1885) loss_rec_all: 0.2058 (0.2145) loss_rec_sfr: 0.2581 (0.2747) loss_cl: -0.2787 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [12:02:13.923501] Epoch: [349] [2080/2904] eta: 0:10:22 lr: 0.001544 loss: 0.1783 (0.1885) loss_rec_all: 0.2046 (0.2145) loss_rec_sfr: 0.2585 (0.2748) loss_cl: -0.2799 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [12:02:28.840928] Epoch: [349] [2100/2904] eta: 0:10:07 lr: 0.001544 loss: 0.1799 (0.1886) loss_rec_all: 0.2060 (0.2146) loss_rec_sfr: 0.2697 (0.2751) loss_cl: -0.2799 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [12:02:43.755929] Epoch: [349] [2120/2904] eta: 0:09:52 lr: 0.001544 loss: 0.1824 (0.1886) loss_rec_all: 0.2085 (0.2146) loss_rec_sfr: 0.2565 (0.2751) loss_cl: -0.2780 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [12:02:58.676497] Epoch: [349] [2140/2904] eta: 0:09:37 lr: 0.001544 loss: 0.1824 (0.1886) loss_rec_all: 0.2085 (0.2146) loss_rec_sfr: 0.2661 (0.2752) loss_cl: -0.2780 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [12:03:13.594939] Epoch: [349] [2160/2904] eta: 0:09:22 lr: 0.001544 loss: 0.1785 (0.1886) loss_rec_all: 0.2048 (0.2146) loss_rec_sfr: 0.2547 (0.2750) loss_cl: -0.2791 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [12:03:28.504741] Epoch: [349] [2180/2904] eta: 0:09:06 lr: 0.001544 loss: 0.1774 (0.1886) loss_rec_all: 0.2038 (0.2145) loss_rec_sfr: 0.2600 (0.2750) loss_cl: -0.2790 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [12:03:43.417436] Epoch: [349] [2200/2904] eta: 0:08:51 lr: 0.001544 loss: 0.1828 (0.1886) loss_rec_all: 0.2090 (0.2145) loss_rec_sfr: 0.2608 (0.2750) loss_cl: -0.2783 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [12:03:58.329303] Epoch: [349] [2220/2904] eta: 0:08:36 lr: 0.001544 loss: 0.1770 (0.1885) loss_rec_all: 0.2033 (0.2145) loss_rec_sfr: 0.2549 (0.2750) loss_cl: -0.2788 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [12:04:13.243205] Epoch: [349] [2240/2904] eta: 0:08:21 lr: 0.001543 loss: 0.1763 (0.1885) loss_rec_all: 0.2024 (0.2145) loss_rec_sfr: 0.2535 (0.2748) loss_cl: -0.2789 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [12:04:28.160108] Epoch: [349] [2260/2904] eta: 0:08:06 lr: 0.001543 loss: 0.1756 (0.1885) loss_rec_all: 0.2017 (0.2144) loss_rec_sfr: 0.2631 (0.2748) loss_cl: -0.2790 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [12:04:43.075466] Epoch: [349] [2280/2904] eta: 0:07:51 lr: 0.001543 loss: 0.1775 (0.1885) loss_rec_all: 0.2042 (0.2145) loss_rec_sfr: 0.2630 (0.2750) loss_cl: -0.2790 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [12:04:57.991385] Epoch: [349] [2300/2904] eta: 0:07:36 lr: 0.001543 loss: 0.1781 (0.1885) loss_rec_all: 0.2044 (0.2144) loss_rec_sfr: 0.2504 (0.2748) loss_cl: -0.2789 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [12:05:12.904044] Epoch: [349] [2320/2904] eta: 0:07:20 lr: 0.001543 loss: 0.1806 (0.1884) loss_rec_all: 0.2069 (0.2144) loss_rec_sfr: 0.2548 (0.2747) loss_cl: -0.2797 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [12:05:27.813283] Epoch: [349] [2340/2904] eta: 0:07:05 lr: 0.001543 loss: 0.1837 (0.1884) loss_rec_all: 0.2099 (0.2144) loss_rec_sfr: 0.2604 (0.2748) loss_cl: -0.2793 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [12:05:42.725626] Epoch: [349] [2360/2904] eta: 0:06:50 lr: 0.001543 loss: 0.1748 (0.1884) loss_rec_all: 0.2009 (0.2143) loss_rec_sfr: 0.2476 (0.2745) loss_cl: -0.2789 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [12:05:57.642423] Epoch: [349] [2380/2904] eta: 0:06:35 lr: 0.001543 loss: 0.1815 (0.1884) loss_rec_all: 0.2077 (0.2144) loss_rec_sfr: 0.2594 (0.2745) loss_cl: -0.2790 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [12:06:12.556772] Epoch: [349] [2400/2904] eta: 0:06:20 lr: 0.001543 loss: 0.1768 (0.1884) loss_rec_all: 0.2032 (0.2143) loss_rec_sfr: 0.2512 (0.2743) loss_cl: -0.2782 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [12:06:27.469280] Epoch: [349] [2420/2904] eta: 0:06:05 lr: 0.001543 loss: 0.1790 (0.1883) loss_rec_all: 0.2050 (0.2143) loss_rec_sfr: 0.2527 (0.2742) loss_cl: -0.2790 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [12:06:42.386292] Epoch: [349] [2440/2904] eta: 0:05:50 lr: 0.001543 loss: 0.1784 (0.1883) loss_rec_all: 0.2047 (0.2143) loss_rec_sfr: 0.2518 (0.2740) loss_cl: -0.2797 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [12:06:57.301297] Epoch: [349] [2460/2904] eta: 0:05:34 lr: 0.001543 loss: 0.1830 (0.1884) loss_rec_all: 0.2091 (0.2143) loss_rec_sfr: 0.2330 (0.2741) loss_cl: -0.2788 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [12:07:12.213582] Epoch: [349] [2480/2904] eta: 0:05:19 lr: 0.001543 loss: 0.1778 (0.1884) loss_rec_all: 0.2039 (0.2143) loss_rec_sfr: 0.2610 (0.2741) loss_cl: -0.2791 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [12:07:27.132522] Epoch: [349] [2500/2904] eta: 0:05:04 lr: 0.001543 loss: 0.1780 (0.1884) loss_rec_all: 0.2044 (0.2143) loss_rec_sfr: 0.2500 (0.2741) loss_cl: -0.2793 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [12:07:42.046808] Epoch: [349] [2520/2904] eta: 0:04:49 lr: 0.001543 loss: 0.1780 (0.1883) loss_rec_all: 0.2041 (0.2143) loss_rec_sfr: 0.2625 (0.2741) loss_cl: -0.2797 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [12:07:56.962651] Epoch: [349] [2540/2904] eta: 0:04:34 lr: 0.001543 loss: 0.1754 (0.1883) loss_rec_all: 0.2016 (0.2143) loss_rec_sfr: 0.2227 (0.2738) loss_cl: -0.2777 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [12:08:11.871602] Epoch: [349] [2560/2904] eta: 0:04:19 lr: 0.001543 loss: 0.1744 (0.1883) loss_rec_all: 0.2008 (0.2142) loss_rec_sfr: 0.2548 (0.2738) loss_cl: -0.2785 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [12:08:26.785455] Epoch: [349] [2580/2904] eta: 0:04:04 lr: 0.001543 loss: 0.1817 (0.1883) loss_rec_all: 0.2079 (0.2142) loss_rec_sfr: 0.2536 (0.2738) loss_cl: -0.2788 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [12:08:41.700587] Epoch: [349] [2600/2904] eta: 0:03:49 lr: 0.001543 loss: 0.1790 (0.1883) loss_rec_all: 0.2053 (0.2142) loss_rec_sfr: 0.2524 (0.2737) loss_cl: -0.2799 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [12:08:56.609288] Epoch: [349] [2620/2904] eta: 0:03:34 lr: 0.001543 loss: 0.1814 (0.1883) loss_rec_all: 0.2075 (0.2143) loss_rec_sfr: 0.2550 (0.2737) loss_cl: -0.2788 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [12:09:11.520480] Epoch: [349] [2640/2904] eta: 0:03:18 lr: 0.001543 loss: 0.1784 (0.1883) loss_rec_all: 0.2047 (0.2143) loss_rec_sfr: 0.2607 (0.2737) loss_cl: -0.2791 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [12:09:26.433325] Epoch: [349] [2660/2904] eta: 0:03:03 lr: 0.001543 loss: 0.1783 (0.1883) loss_rec_all: 0.2050 (0.2143) loss_rec_sfr: 0.2639 (0.2737) loss_cl: -0.2790 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [12:09:41.341117] Epoch: [349] [2680/2904] eta: 0:02:48 lr: 0.001543 loss: 0.1797 (0.1884) loss_rec_all: 0.2056 (0.2143) loss_rec_sfr: 0.2579 (0.2739) loss_cl: -0.2788 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [12:09:56.260240] Epoch: [349] [2700/2904] eta: 0:02:33 lr: 0.001543 loss: 0.1789 (0.1883) loss_rec_all: 0.2053 (0.2143) loss_rec_sfr: 0.2562 (0.2738) loss_cl: -0.2783 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [12:10:11.176001] Epoch: [349] [2720/2904] eta: 0:02:18 lr: 0.001543 loss: 0.1818 (0.1883) loss_rec_all: 0.2081 (0.2143) loss_rec_sfr: 0.2620 (0.2738) loss_cl: -0.2784 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [12:10:26.090848] Epoch: [349] [2740/2904] eta: 0:02:03 lr: 0.001543 loss: 0.1769 (0.1883) loss_rec_all: 0.2028 (0.2143) loss_rec_sfr: 0.2521 (0.2737) loss_cl: -0.2793 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [12:10:40.997881] Epoch: [349] [2760/2904] eta: 0:01:48 lr: 0.001543 loss: 0.1791 (0.1884) loss_rec_all: 0.2058 (0.2144) loss_rec_sfr: 0.2616 (0.2740) loss_cl: -0.2799 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [12:10:55.909013] Epoch: [349] [2780/2904] eta: 0:01:33 lr: 0.001543 loss: 0.1791 (0.1884) loss_rec_all: 0.2054 (0.2144) loss_rec_sfr: 0.2555 (0.2740) loss_cl: -0.2789 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [12:11:10.822253] Epoch: [349] [2800/2904] eta: 0:01:18 lr: 0.001543 loss: 0.1784 (0.1884) loss_rec_all: 0.2043 (0.2143) loss_rec_sfr: 0.2555 (0.2739) loss_cl: -0.2785 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [12:11:25.733653] Epoch: [349] [2820/2904] eta: 0:01:03 lr: 0.001543 loss: 0.1793 (0.1884) loss_rec_all: 0.2052 (0.2144) loss_rec_sfr: 0.2717 (0.2740) loss_cl: -0.2776 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [12:11:40.677792] Epoch: [349] [2840/2904] eta: 0:00:48 lr: 0.001543 loss: 0.1801 (0.1884) loss_rec_all: 0.2065 (0.2144) loss_rec_sfr: 0.2582 (0.2740) loss_cl: -0.2790 (-0.2789) time: 0.7472 data: 0.0023 max mem: 29860 [12:11:55.569772] Epoch: [349] [2860/2904] eta: 0:00:33 lr: 0.001542 loss: 0.1790 (0.1884) loss_rec_all: 0.2048 (0.2144) loss_rec_sfr: 0.2671 (0.2741) loss_cl: -0.2788 (-0.2789) time: 0.7446 data: 0.0001 max mem: 29860 [12:12:10.466275] Epoch: [349] [2880/2904] eta: 0:00:18 lr: 0.001542 loss: 0.1773 (0.1884) loss_rec_all: 0.2038 (0.2144) loss_rec_sfr: 0.2532 (0.2741) loss_cl: -0.2789 (-0.2789) time: 0.7448 data: 0.0001 max mem: 29860 [12:12:25.359478] Epoch: [349] [2900/2904] eta: 0:00:03 lr: 0.001542 loss: 0.1804 (0.1885) loss_rec_all: 0.2064 (0.2145) loss_rec_sfr: 0.2565 (0.2742) loss_cl: -0.2786 (-0.2789) time: 0.7446 data: 0.0001 max mem: 29860 [12:12:27.601212] Epoch: [349] [2903/2904] eta: 0:00:00 lr: 0.001542 loss: 0.1776 (0.1885) loss_rec_all: 0.2039 (0.2144) loss_rec_sfr: 0.2325 (0.2742) loss_cl: -0.2786 (-0.2789) time: 0.7447 data: 0.0001 max mem: 29860 [12:12:29.671287] Epoch: [349] Total time: 0:36:28 (0.7538 s / it) [12:12:29.674271] Averaged stats: lr: 0.001542 loss: 0.1776 (0.1910) loss_rec_all: 0.2039 (0.2147) loss_rec_sfr: 0.2325 (0.2750) loss_cl: -0.2786 (-0.2556) [12:12:29.679127] log_dir: ./checkpoint/VF2_ViT-B [12:12:45.998221] Epoch: [350] [ 0/2904] eta: 13:09:46 lr: 0.001542 loss: 0.1792 (0.1792) loss_rec_all: 0.2051 (0.2051) loss_rec_sfr: 0.2738 (0.2738) loss_cl: -0.2790 (-0.2790) time: 16.3176 data: 9.2823 max mem: 29860 [12:13:04.057780] Epoch: [350] [ 20/2904] eta: 1:18:41 lr: 0.001542 loss: 0.1787 (0.1845) loss_rec_all: 0.2047 (0.2106) loss_rec_sfr: 0.2637 (0.2625) loss_cl: -0.2790 (-0.2790) time: 0.9029 data: 0.0589 max mem: 29860 [12:13:18.977503] Epoch: [350] [ 40/2904] eta: 0:57:23 lr: 0.001542 loss: 0.1783 (0.1863) loss_rec_all: 0.2047 (0.2124) loss_rec_sfr: 0.2588 (0.2679) loss_cl: -0.2793 (-0.2791) time: 0.7459 data: 0.0002 max mem: 29860 [12:13:33.930183] Epoch: [350] [ 60/2904] eta: 0:49:55 lr: 0.001542 loss: 0.1784 (0.1872) loss_rec_all: 0.2045 (0.2132) loss_rec_sfr: 0.2557 (0.2698) loss_cl: -0.2794 (-0.2792) time: 0.7476 data: 0.0002 max mem: 29860 [12:13:48.891401] Epoch: [350] [ 80/2904] eta: 0:46:01 lr: 0.001542 loss: 0.1795 (0.1898) loss_rec_all: 0.2055 (0.2158) loss_rec_sfr: 0.2656 (0.2788) loss_cl: -0.2786 (-0.2790) time: 0.7480 data: 0.0002 max mem: 29860 [12:14:03.873580] Epoch: [350] [ 100/2904] eta: 0:43:34 lr: 0.001542 loss: 0.1818 (0.1895) loss_rec_all: 0.2079 (0.2155) loss_rec_sfr: 0.2524 (0.2764) loss_cl: -0.2780 (-0.2788) time: 0.7491 data: 0.0002 max mem: 29860 [12:14:18.853769] Epoch: [350] [ 120/2904] eta: 0:41:51 lr: 0.001542 loss: 0.1832 (0.1911) loss_rec_all: 0.2092 (0.2170) loss_rec_sfr: 0.2621 (0.2824) loss_cl: -0.2789 (-0.2788) time: 0.7490 data: 0.0003 max mem: 29860 [12:14:33.847095] Epoch: [350] [ 140/2904] eta: 0:40:33 lr: 0.001542 loss: 0.1797 (0.1912) loss_rec_all: 0.2058 (0.2171) loss_rec_sfr: 0.2562 (0.2822) loss_cl: -0.2793 (-0.2789) time: 0.7496 data: 0.0002 max mem: 29860 [12:14:48.829152] Epoch: [350] [ 160/2904] eta: 0:39:31 lr: 0.001542 loss: 0.1776 (0.1914) loss_rec_all: 0.2040 (0.2173) loss_rec_sfr: 0.2554 (0.2825) loss_cl: -0.2793 (-0.2789) time: 0.7491 data: 0.0002 max mem: 29860 [12:15:03.836089] Epoch: [350] [ 180/2904] eta: 0:38:39 lr: 0.001542 loss: 0.1778 (0.1917) loss_rec_all: 0.2042 (0.2176) loss_rec_sfr: 0.2283 (0.2828) loss_cl: -0.2792 (-0.2789) time: 0.7503 data: 0.0002 max mem: 29860 [12:15:18.825047] Epoch: [350] [ 200/2904] eta: 0:37:55 lr: 0.001542 loss: 0.1768 (0.1911) loss_rec_all: 0.2035 (0.2170) loss_rec_sfr: 0.2577 (0.2811) loss_cl: -0.2792 (-0.2789) time: 0.7494 data: 0.0002 max mem: 29860 [12:15:33.826295] Epoch: [350] [ 220/2904] eta: 0:37:16 lr: 0.001542 loss: 0.1781 (0.1908) loss_rec_all: 0.2044 (0.2167) loss_rec_sfr: 0.2189 (0.2789) loss_cl: -0.2791 (-0.2790) time: 0.7500 data: 0.0002 max mem: 29860 [12:15:48.824739] Epoch: [350] [ 240/2904] eta: 0:36:41 lr: 0.001542 loss: 0.1746 (0.1906) loss_rec_all: 0.2012 (0.2166) loss_rec_sfr: 0.2605 (0.2786) loss_cl: -0.2796 (-0.2790) time: 0.7499 data: 0.0002 max mem: 29860 [12:16:03.790329] Epoch: [350] [ 260/2904] eta: 0:36:08 lr: 0.001542 loss: 0.1796 (0.1905) loss_rec_all: 0.2056 (0.2165) loss_rec_sfr: 0.2217 (0.2782) loss_cl: -0.2786 (-0.2790) time: 0.7482 data: 0.0002 max mem: 29860 [12:16:18.762450] Epoch: [350] [ 280/2904] eta: 0:35:39 lr: 0.001542 loss: 0.1830 (0.1908) loss_rec_all: 0.2090 (0.2167) loss_rec_sfr: 0.2573 (0.2797) loss_cl: -0.2788 (-0.2789) time: 0.7486 data: 0.0002 max mem: 29860 [12:16:33.741311] Epoch: [350] [ 300/2904] eta: 0:35:11 lr: 0.001542 loss: 0.1875 (0.1917) loss_rec_all: 0.2135 (0.2176) loss_rec_sfr: 0.2577 (0.2828) loss_cl: -0.2800 (-0.2790) time: 0.7489 data: 0.0002 max mem: 29860 [12:16:48.662981] Epoch: [350] [ 320/2904] eta: 0:34:44 lr: 0.001542 loss: 0.1802 (0.1921) loss_rec_all: 0.2058 (0.2180) loss_rec_sfr: 0.2624 (0.2840) loss_cl: -0.2779 (-0.2790) time: 0.7460 data: 0.0002 max mem: 29860 [12:17:03.586258] Epoch: [350] [ 340/2904] eta: 0:34:19 lr: 0.001542 loss: 0.1794 (0.1918) loss_rec_all: 0.2054 (0.2177) loss_rec_sfr: 0.2568 (0.2833) loss_cl: -0.2768 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [12:17:18.489098] Epoch: [350] [ 360/2904] eta: 0:33:55 lr: 0.001542 loss: 0.1783 (0.1912) loss_rec_all: 0.2043 (0.2171) loss_rec_sfr: 0.2572 (0.2820) loss_cl: -0.2784 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [12:17:33.395534] Epoch: [350] [ 380/2904] eta: 0:33:31 lr: 0.001542 loss: 0.1804 (0.1913) loss_rec_all: 0.2065 (0.2172) loss_rec_sfr: 0.2572 (0.2821) loss_cl: -0.2784 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [12:17:48.302442] Epoch: [350] [ 400/2904] eta: 0:33:09 lr: 0.001542 loss: 0.1791 (0.1916) loss_rec_all: 0.2053 (0.2175) loss_rec_sfr: 0.2620 (0.2830) loss_cl: -0.2791 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [12:18:03.206982] Epoch: [350] [ 420/2904] eta: 0:32:47 lr: 0.001542 loss: 0.1766 (0.1915) loss_rec_all: 0.2032 (0.2174) loss_rec_sfr: 0.2258 (0.2823) loss_cl: -0.2792 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [12:18:18.114940] Epoch: [350] [ 440/2904] eta: 0:32:26 lr: 0.001542 loss: 0.1770 (0.1911) loss_rec_all: 0.2033 (0.2170) loss_rec_sfr: 0.2599 (0.2816) loss_cl: -0.2784 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [12:18:33.020784] Epoch: [350] [ 460/2904] eta: 0:32:06 lr: 0.001542 loss: 0.1783 (0.1909) loss_rec_all: 0.2044 (0.2168) loss_rec_sfr: 0.2617 (0.2814) loss_cl: -0.2792 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [12:18:47.924131] Epoch: [350] [ 480/2904] eta: 0:31:46 lr: 0.001542 loss: 0.1775 (0.1903) loss_rec_all: 0.2034 (0.2163) loss_rec_sfr: 0.2543 (0.2801) loss_cl: -0.2786 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [12:19:02.833194] Epoch: [350] [ 500/2904] eta: 0:31:26 lr: 0.001542 loss: 0.1789 (0.1902) loss_rec_all: 0.2054 (0.2161) loss_rec_sfr: 0.2582 (0.2795) loss_cl: -0.2795 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [12:19:17.744498] Epoch: [350] [ 520/2904] eta: 0:31:07 lr: 0.001542 loss: 0.1791 (0.1901) loss_rec_all: 0.2055 (0.2161) loss_rec_sfr: 0.2513 (0.2796) loss_cl: -0.2793 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [12:19:32.653885] Epoch: [350] [ 540/2904] eta: 0:30:48 lr: 0.001542 loss: 0.1786 (0.1902) loss_rec_all: 0.2050 (0.2161) loss_rec_sfr: 0.2555 (0.2800) loss_cl: -0.2782 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [12:19:47.565529] Epoch: [350] [ 560/2904] eta: 0:30:29 lr: 0.001541 loss: 0.1789 (0.1901) loss_rec_all: 0.2050 (0.2160) loss_rec_sfr: 0.2498 (0.2794) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [12:20:02.472365] Epoch: [350] [ 580/2904] eta: 0:30:11 lr: 0.001541 loss: 0.1815 (0.1900) loss_rec_all: 0.2073 (0.2159) loss_rec_sfr: 0.2637 (0.2791) loss_cl: -0.2787 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [12:20:17.377040] Epoch: [350] [ 600/2904] eta: 0:29:52 lr: 0.001541 loss: 0.1778 (0.1899) loss_rec_all: 0.2038 (0.2159) loss_rec_sfr: 0.2593 (0.2792) loss_cl: -0.2789 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [12:20:32.289459] Epoch: [350] [ 620/2904] eta: 0:29:34 lr: 0.001541 loss: 0.1794 (0.1899) loss_rec_all: 0.2051 (0.2159) loss_rec_sfr: 0.2564 (0.2792) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [12:20:47.193719] Epoch: [350] [ 640/2904] eta: 0:29:17 lr: 0.001541 loss: 0.1777 (0.1900) loss_rec_all: 0.2039 (0.2159) loss_rec_sfr: 0.2630 (0.2799) loss_cl: -0.2790 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [12:21:02.104923] Epoch: [350] [ 660/2904] eta: 0:28:59 lr: 0.001541 loss: 0.1747 (0.1897) loss_rec_all: 0.2013 (0.2156) loss_rec_sfr: 0.2583 (0.2790) loss_cl: -0.2794 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [12:21:17.015988] Epoch: [350] [ 680/2904] eta: 0:28:42 lr: 0.001541 loss: 0.1810 (0.1899) loss_rec_all: 0.2070 (0.2158) loss_rec_sfr: 0.2597 (0.2798) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [12:21:31.925004] Epoch: [350] [ 700/2904] eta: 0:28:24 lr: 0.001541 loss: 0.1741 (0.1896) loss_rec_all: 0.2003 (0.2156) loss_rec_sfr: 0.2617 (0.2791) loss_cl: -0.2794 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [12:21:46.843880] Epoch: [350] [ 720/2904] eta: 0:28:07 lr: 0.001541 loss: 0.1815 (0.1897) loss_rec_all: 0.2075 (0.2157) loss_rec_sfr: 0.2641 (0.2795) loss_cl: -0.2794 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [12:22:01.753357] Epoch: [350] [ 740/2904] eta: 0:27:50 lr: 0.001541 loss: 0.1761 (0.1898) loss_rec_all: 0.2025 (0.2157) loss_rec_sfr: 0.2535 (0.2795) loss_cl: -0.2792 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [12:22:16.659977] Epoch: [350] [ 760/2904] eta: 0:27:33 lr: 0.001541 loss: 0.1816 (0.1897) loss_rec_all: 0.2076 (0.2156) loss_rec_sfr: 0.2555 (0.2790) loss_cl: -0.2784 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [12:22:31.564048] Epoch: [350] [ 780/2904] eta: 0:27:16 lr: 0.001541 loss: 0.1815 (0.1898) loss_rec_all: 0.2075 (0.2157) loss_rec_sfr: 0.2619 (0.2793) loss_cl: -0.2786 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [12:22:46.465011] Epoch: [350] [ 800/2904] eta: 0:27:00 lr: 0.001541 loss: 0.1785 (0.1898) loss_rec_all: 0.2052 (0.2157) loss_rec_sfr: 0.2598 (0.2793) loss_cl: -0.2793 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [12:23:01.372986] Epoch: [350] [ 820/2904] eta: 0:26:43 lr: 0.001541 loss: 0.1830 (0.1899) loss_rec_all: 0.2092 (0.2158) loss_rec_sfr: 0.2614 (0.2799) loss_cl: -0.2780 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [12:23:16.284742] Epoch: [350] [ 840/2904] eta: 0:26:26 lr: 0.001541 loss: 0.1847 (0.1901) loss_rec_all: 0.2109 (0.2160) loss_rec_sfr: 0.2584 (0.2803) loss_cl: -0.2784 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [12:23:31.193911] Epoch: [350] [ 860/2904] eta: 0:26:10 lr: 0.001541 loss: 0.1779 (0.1900) loss_rec_all: 0.2043 (0.2159) loss_rec_sfr: 0.2457 (0.2800) loss_cl: -0.2788 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [12:23:46.106426] Epoch: [350] [ 880/2904] eta: 0:25:53 lr: 0.001541 loss: 0.1754 (0.1899) loss_rec_all: 0.2015 (0.2158) loss_rec_sfr: 0.2528 (0.2798) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [12:24:01.011264] Epoch: [350] [ 900/2904] eta: 0:25:37 lr: 0.001541 loss: 0.1783 (0.1899) loss_rec_all: 0.2045 (0.2158) loss_rec_sfr: 0.2597 (0.2797) loss_cl: -0.2793 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [12:24:15.918426] Epoch: [350] [ 920/2904] eta: 0:25:21 lr: 0.001541 loss: 0.1832 (0.1898) loss_rec_all: 0.2090 (0.2157) loss_rec_sfr: 0.2256 (0.2790) loss_cl: -0.2795 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [12:24:30.831053] Epoch: [350] [ 940/2904] eta: 0:25:05 lr: 0.001541 loss: 0.1841 (0.1897) loss_rec_all: 0.2101 (0.2157) loss_rec_sfr: 0.2570 (0.2788) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [12:24:45.747248] Epoch: [350] [ 960/2904] eta: 0:24:48 lr: 0.001541 loss: 0.1782 (0.1896) loss_rec_all: 0.2046 (0.2155) loss_rec_sfr: 0.2529 (0.2783) loss_cl: -0.2795 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [12:25:00.654273] Epoch: [350] [ 980/2904] eta: 0:24:32 lr: 0.001541 loss: 0.1814 (0.1897) loss_rec_all: 0.2076 (0.2156) loss_rec_sfr: 0.2613 (0.2789) loss_cl: -0.2793 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [12:25:15.566561] Epoch: [350] [1000/2904] eta: 0:24:16 lr: 0.001541 loss: 0.1785 (0.1896) loss_rec_all: 0.2051 (0.2156) loss_rec_sfr: 0.2604 (0.2787) loss_cl: -0.2775 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [12:25:30.472219] Epoch: [350] [1020/2904] eta: 0:24:00 lr: 0.001541 loss: 0.1807 (0.1896) loss_rec_all: 0.2065 (0.2155) loss_rec_sfr: 0.2561 (0.2785) loss_cl: -0.2781 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [12:25:45.381062] Epoch: [350] [1040/2904] eta: 0:23:44 lr: 0.001541 loss: 0.1846 (0.1896) loss_rec_all: 0.2106 (0.2155) loss_rec_sfr: 0.2615 (0.2787) loss_cl: -0.2800 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [12:26:00.292097] Epoch: [350] [1060/2904] eta: 0:23:28 lr: 0.001541 loss: 0.1835 (0.1896) loss_rec_all: 0.2096 (0.2155) loss_rec_sfr: 0.2588 (0.2786) loss_cl: -0.2793 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [12:26:15.202145] Epoch: [350] [1080/2904] eta: 0:23:12 lr: 0.001541 loss: 0.1770 (0.1895) loss_rec_all: 0.2032 (0.2154) loss_rec_sfr: 0.2555 (0.2781) loss_cl: -0.2784 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [12:26:30.120453] Epoch: [350] [1100/2904] eta: 0:22:56 lr: 0.001541 loss: 0.1782 (0.1894) loss_rec_all: 0.2045 (0.2153) loss_rec_sfr: 0.2545 (0.2778) loss_cl: -0.2778 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [12:26:45.032022] Epoch: [350] [1120/2904] eta: 0:22:41 lr: 0.001541 loss: 0.1789 (0.1894) loss_rec_all: 0.2050 (0.2153) loss_rec_sfr: 0.2574 (0.2778) loss_cl: -0.2791 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [12:26:59.946296] Epoch: [350] [1140/2904] eta: 0:22:25 lr: 0.001541 loss: 0.1763 (0.1893) loss_rec_all: 0.2023 (0.2153) loss_rec_sfr: 0.2588 (0.2777) loss_cl: -0.2800 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [12:27:14.858341] Epoch: [350] [1160/2904] eta: 0:22:09 lr: 0.001541 loss: 0.1806 (0.1894) loss_rec_all: 0.2070 (0.2153) loss_rec_sfr: 0.2591 (0.2778) loss_cl: -0.2794 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [12:27:29.767637] Epoch: [350] [1180/2904] eta: 0:21:53 lr: 0.001540 loss: 0.1772 (0.1893) loss_rec_all: 0.2039 (0.2153) loss_rec_sfr: 0.2631 (0.2777) loss_cl: -0.2795 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [12:27:44.675068] Epoch: [350] [1200/2904] eta: 0:21:38 lr: 0.001540 loss: 0.1802 (0.1893) loss_rec_all: 0.2065 (0.2152) loss_rec_sfr: 0.2606 (0.2775) loss_cl: -0.2783 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [12:27:59.579700] Epoch: [350] [1220/2904] eta: 0:21:22 lr: 0.001540 loss: 0.1762 (0.1893) loss_rec_all: 0.2027 (0.2152) loss_rec_sfr: 0.2168 (0.2773) loss_cl: -0.2788 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [12:28:14.484373] Epoch: [350] [1240/2904] eta: 0:21:06 lr: 0.001540 loss: 0.1806 (0.1894) loss_rec_all: 0.2067 (0.2153) loss_rec_sfr: 0.2654 (0.2777) loss_cl: -0.2786 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [12:28:29.393550] Epoch: [350] [1260/2904] eta: 0:20:51 lr: 0.001540 loss: 0.1770 (0.1894) loss_rec_all: 0.2032 (0.2153) loss_rec_sfr: 0.2575 (0.2775) loss_cl: -0.2788 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [12:28:44.300303] Epoch: [350] [1280/2904] eta: 0:20:35 lr: 0.001540 loss: 0.1808 (0.1893) loss_rec_all: 0.2073 (0.2153) loss_rec_sfr: 0.2641 (0.2775) loss_cl: -0.2789 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [12:28:59.208460] Epoch: [350] [1300/2904] eta: 0:20:19 lr: 0.001540 loss: 0.1798 (0.1895) loss_rec_all: 0.2063 (0.2154) loss_rec_sfr: 0.2646 (0.2780) loss_cl: -0.2790 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [12:29:14.117043] Epoch: [350] [1320/2904] eta: 0:20:04 lr: 0.001540 loss: 0.1795 (0.1895) loss_rec_all: 0.2056 (0.2155) loss_rec_sfr: 0.2572 (0.2782) loss_cl: -0.2790 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [12:29:29.029492] Epoch: [350] [1340/2904] eta: 0:19:48 lr: 0.001540 loss: 0.1789 (0.1896) loss_rec_all: 0.2053 (0.2155) loss_rec_sfr: 0.2584 (0.2782) loss_cl: -0.2782 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [12:29:43.939269] Epoch: [350] [1360/2904] eta: 0:19:33 lr: 0.001540 loss: 0.1798 (0.1896) loss_rec_all: 0.2063 (0.2155) loss_rec_sfr: 0.2629 (0.2782) loss_cl: -0.2791 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [12:29:58.850271] Epoch: [350] [1380/2904] eta: 0:19:17 lr: 0.001540 loss: 0.1797 (0.1895) loss_rec_all: 0.2060 (0.2155) loss_rec_sfr: 0.2451 (0.2781) loss_cl: -0.2795 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [12:30:13.758475] Epoch: [350] [1400/2904] eta: 0:19:02 lr: 0.001540 loss: 0.1786 (0.1897) loss_rec_all: 0.2047 (0.2156) loss_rec_sfr: 0.2655 (0.2787) loss_cl: -0.2793 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [12:30:28.664652] Epoch: [350] [1420/2904] eta: 0:18:46 lr: 0.001540 loss: 0.1769 (0.1896) loss_rec_all: 0.2031 (0.2156) loss_rec_sfr: 0.2173 (0.2784) loss_cl: -0.2792 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [12:30:43.574178] Epoch: [350] [1440/2904] eta: 0:18:31 lr: 0.001540 loss: 0.1837 (0.1898) loss_rec_all: 0.2099 (0.2157) loss_rec_sfr: 0.2580 (0.2789) loss_cl: -0.2782 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [12:30:58.486355] Epoch: [350] [1460/2904] eta: 0:18:15 lr: 0.001540 loss: 0.1783 (0.1896) loss_rec_all: 0.2043 (0.2156) loss_rec_sfr: 0.2565 (0.2785) loss_cl: -0.2783 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [12:31:13.390784] Epoch: [350] [1480/2904] eta: 0:18:00 lr: 0.001540 loss: 0.1778 (0.1896) loss_rec_all: 0.2040 (0.2156) loss_rec_sfr: 0.2585 (0.2785) loss_cl: -0.2790 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [12:31:28.298273] Epoch: [350] [1500/2904] eta: 0:17:44 lr: 0.001540 loss: 0.1764 (0.1896) loss_rec_all: 0.2022 (0.2156) loss_rec_sfr: 0.2679 (0.2785) loss_cl: -0.2791 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [12:31:43.208489] Epoch: [350] [1520/2904] eta: 0:17:29 lr: 0.001540 loss: 0.1761 (0.1896) loss_rec_all: 0.2024 (0.2155) loss_rec_sfr: 0.2472 (0.2783) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [12:31:58.117695] Epoch: [350] [1540/2904] eta: 0:17:14 lr: 0.001540 loss: 0.1773 (0.1896) loss_rec_all: 0.2035 (0.2155) loss_rec_sfr: 0.2334 (0.2783) loss_cl: -0.2789 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [12:32:13.026332] Epoch: [350] [1560/2904] eta: 0:16:58 lr: 0.001540 loss: 0.1785 (0.1896) loss_rec_all: 0.2045 (0.2156) loss_rec_sfr: 0.2639 (0.2785) loss_cl: -0.2792 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [12:32:27.935665] Epoch: [350] [1580/2904] eta: 0:16:43 lr: 0.001540 loss: 0.1766 (0.1896) loss_rec_all: 0.2031 (0.2155) loss_rec_sfr: 0.2230 (0.2783) loss_cl: -0.2796 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [12:32:42.841479] Epoch: [350] [1600/2904] eta: 0:16:28 lr: 0.001540 loss: 0.1792 (0.1896) loss_rec_all: 0.2055 (0.2155) loss_rec_sfr: 0.2547 (0.2783) loss_cl: -0.2788 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [12:32:57.752994] Epoch: [350] [1620/2904] eta: 0:16:12 lr: 0.001540 loss: 0.1787 (0.1895) loss_rec_all: 0.2046 (0.2154) loss_rec_sfr: 0.2696 (0.2782) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [12:33:12.663573] Epoch: [350] [1640/2904] eta: 0:15:57 lr: 0.001540 loss: 0.1787 (0.1895) loss_rec_all: 0.2047 (0.2154) loss_rec_sfr: 0.2555 (0.2782) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [12:33:27.569785] Epoch: [350] [1660/2904] eta: 0:15:42 lr: 0.001540 loss: 0.1849 (0.1896) loss_rec_all: 0.2112 (0.2155) loss_rec_sfr: 0.2625 (0.2784) loss_cl: -0.2790 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [12:33:42.478334] Epoch: [350] [1680/2904] eta: 0:15:26 lr: 0.001540 loss: 0.1819 (0.1896) loss_rec_all: 0.2080 (0.2156) loss_rec_sfr: 0.2623 (0.2785) loss_cl: -0.2784 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [12:33:57.388982] Epoch: [350] [1700/2904] eta: 0:15:11 lr: 0.001540 loss: 0.1777 (0.1896) loss_rec_all: 0.2039 (0.2156) loss_rec_sfr: 0.2217 (0.2783) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [12:34:12.299602] Epoch: [350] [1720/2904] eta: 0:14:56 lr: 0.001540 loss: 0.1750 (0.1895) loss_rec_all: 0.2012 (0.2154) loss_rec_sfr: 0.2504 (0.2778) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [12:34:27.214795] Epoch: [350] [1740/2904] eta: 0:14:40 lr: 0.001540 loss: 0.1758 (0.1895) loss_rec_all: 0.2021 (0.2154) loss_rec_sfr: 0.2548 (0.2778) loss_cl: -0.2784 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [12:34:42.128334] Epoch: [350] [1760/2904] eta: 0:14:25 lr: 0.001540 loss: 0.1741 (0.1894) loss_rec_all: 0.2007 (0.2153) loss_rec_sfr: 0.2576 (0.2774) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [12:34:57.037709] Epoch: [350] [1780/2904] eta: 0:14:10 lr: 0.001539 loss: 0.1743 (0.1893) loss_rec_all: 0.2011 (0.2152) loss_rec_sfr: 0.2175 (0.2772) loss_cl: -0.2799 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [12:35:11.946379] Epoch: [350] [1800/2904] eta: 0:13:55 lr: 0.001539 loss: 0.1765 (0.1893) loss_rec_all: 0.2026 (0.2152) loss_rec_sfr: 0.2628 (0.2771) loss_cl: -0.2796 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [12:35:26.861091] Epoch: [350] [1820/2904] eta: 0:13:39 lr: 0.001539 loss: 0.1780 (0.1893) loss_rec_all: 0.2041 (0.2152) loss_rec_sfr: 0.2679 (0.2772) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [12:35:41.773759] Epoch: [350] [1840/2904] eta: 0:13:24 lr: 0.001539 loss: 0.1798 (0.1893) loss_rec_all: 0.2058 (0.2153) loss_rec_sfr: 0.2589 (0.2774) loss_cl: -0.2778 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [12:35:56.686968] Epoch: [350] [1860/2904] eta: 0:13:09 lr: 0.001539 loss: 0.1831 (0.1894) loss_rec_all: 0.2092 (0.2153) loss_rec_sfr: 0.2570 (0.2776) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [12:36:11.599351] Epoch: [350] [1880/2904] eta: 0:12:54 lr: 0.001539 loss: 0.1769 (0.1894) loss_rec_all: 0.2033 (0.2153) loss_rec_sfr: 0.2208 (0.2774) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [12:36:26.510471] Epoch: [350] [1900/2904] eta: 0:12:38 lr: 0.001539 loss: 0.1860 (0.1894) loss_rec_all: 0.2121 (0.2154) loss_rec_sfr: 0.2585 (0.2775) loss_cl: -0.2785 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [12:36:41.421559] Epoch: [350] [1920/2904] eta: 0:12:23 lr: 0.001539 loss: 0.1760 (0.1894) loss_rec_all: 0.2021 (0.2153) loss_rec_sfr: 0.2627 (0.2774) loss_cl: -0.2792 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [12:36:56.330968] Epoch: [350] [1940/2904] eta: 0:12:08 lr: 0.001539 loss: 0.1758 (0.1894) loss_rec_all: 0.2022 (0.2153) loss_rec_sfr: 0.2573 (0.2774) loss_cl: -0.2791 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [12:37:11.239284] Epoch: [350] [1960/2904] eta: 0:11:53 lr: 0.001539 loss: 0.1837 (0.1894) loss_rec_all: 0.2098 (0.2154) loss_rec_sfr: 0.2617 (0.2778) loss_cl: -0.2791 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [12:37:26.149903] Epoch: [350] [1980/2904] eta: 0:11:37 lr: 0.001539 loss: 0.1773 (0.1893) loss_rec_all: 0.2037 (0.2153) loss_rec_sfr: 0.2594 (0.2775) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [12:37:41.058105] Epoch: [350] [2000/2904] eta: 0:11:22 lr: 0.001539 loss: 0.1749 (0.1893) loss_rec_all: 0.2011 (0.2152) loss_rec_sfr: 0.2212 (0.2773) loss_cl: -0.2790 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [12:37:55.969712] Epoch: [350] [2020/2904] eta: 0:11:07 lr: 0.001539 loss: 0.1823 (0.1893) loss_rec_all: 0.2083 (0.2153) loss_rec_sfr: 0.2570 (0.2773) loss_cl: -0.2791 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [12:38:10.879570] Epoch: [350] [2040/2904] eta: 0:10:52 lr: 0.001539 loss: 0.1807 (0.1893) loss_rec_all: 0.2065 (0.2152) loss_rec_sfr: 0.2614 (0.2771) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [12:38:25.801359] Epoch: [350] [2060/2904] eta: 0:10:37 lr: 0.001539 loss: 0.1797 (0.1892) loss_rec_all: 0.2057 (0.2151) loss_rec_sfr: 0.2667 (0.2768) loss_cl: -0.2786 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [12:38:40.708754] Epoch: [350] [2080/2904] eta: 0:10:22 lr: 0.001539 loss: 0.1770 (0.1891) loss_rec_all: 0.2032 (0.2151) loss_rec_sfr: 0.2407 (0.2766) loss_cl: -0.2793 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [12:38:55.631561] Epoch: [350] [2100/2904] eta: 0:10:06 lr: 0.001539 loss: 0.1774 (0.1891) loss_rec_all: 0.2039 (0.2151) loss_rec_sfr: 0.2295 (0.2767) loss_cl: -0.2795 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [12:39:10.555758] Epoch: [350] [2120/2904] eta: 0:09:51 lr: 0.001539 loss: 0.1810 (0.1891) loss_rec_all: 0.2075 (0.2151) loss_rec_sfr: 0.2454 (0.2766) loss_cl: -0.2786 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [12:39:25.469822] Epoch: [350] [2140/2904] eta: 0:09:36 lr: 0.001539 loss: 0.1769 (0.1891) loss_rec_all: 0.2026 (0.2150) loss_rec_sfr: 0.2578 (0.2765) loss_cl: -0.2783 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [12:39:40.382941] Epoch: [350] [2160/2904] eta: 0:09:21 lr: 0.001539 loss: 0.1824 (0.1891) loss_rec_all: 0.2083 (0.2150) loss_rec_sfr: 0.2591 (0.2764) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [12:39:55.295249] Epoch: [350] [2180/2904] eta: 0:09:06 lr: 0.001539 loss: 0.1797 (0.1891) loss_rec_all: 0.2060 (0.2151) loss_rec_sfr: 0.2695 (0.2768) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [12:40:10.208559] Epoch: [350] [2200/2904] eta: 0:08:51 lr: 0.001539 loss: 0.1789 (0.1891) loss_rec_all: 0.2053 (0.2151) loss_rec_sfr: 0.2522 (0.2767) loss_cl: -0.2799 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [12:40:25.123177] Epoch: [350] [2220/2904] eta: 0:08:35 lr: 0.001539 loss: 0.1797 (0.1891) loss_rec_all: 0.2062 (0.2151) loss_rec_sfr: 0.2474 (0.2767) loss_cl: -0.2794 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [12:40:40.036085] Epoch: [350] [2240/2904] eta: 0:08:20 lr: 0.001539 loss: 0.1778 (0.1891) loss_rec_all: 0.2044 (0.2150) loss_rec_sfr: 0.2162 (0.2766) loss_cl: -0.2787 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [12:40:54.952831] Epoch: [350] [2260/2904] eta: 0:08:05 lr: 0.001539 loss: 0.1788 (0.1891) loss_rec_all: 0.2048 (0.2150) loss_rec_sfr: 0.2508 (0.2765) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [12:41:09.869585] Epoch: [350] [2280/2904] eta: 0:07:50 lr: 0.001539 loss: 0.1802 (0.1891) loss_rec_all: 0.2067 (0.2150) loss_rec_sfr: 0.2594 (0.2765) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [12:41:24.783462] Epoch: [350] [2300/2904] eta: 0:07:35 lr: 0.001539 loss: 0.1803 (0.1891) loss_rec_all: 0.2067 (0.2150) loss_rec_sfr: 0.2552 (0.2764) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [12:41:39.697649] Epoch: [350] [2320/2904] eta: 0:07:20 lr: 0.001539 loss: 0.1771 (0.1891) loss_rec_all: 0.2030 (0.2151) loss_rec_sfr: 0.2360 (0.2765) loss_cl: -0.2797 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [12:41:54.617817] Epoch: [350] [2340/2904] eta: 0:07:05 lr: 0.001539 loss: 0.1801 (0.1891) loss_rec_all: 0.2061 (0.2150) loss_rec_sfr: 0.2478 (0.2763) loss_cl: -0.2783 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [12:42:09.537314] Epoch: [350] [2360/2904] eta: 0:06:50 lr: 0.001539 loss: 0.1837 (0.1892) loss_rec_all: 0.2097 (0.2151) loss_rec_sfr: 0.2664 (0.2765) loss_cl: -0.2784 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [12:42:24.448357] Epoch: [350] [2380/2904] eta: 0:06:34 lr: 0.001539 loss: 0.1789 (0.1891) loss_rec_all: 0.2050 (0.2151) loss_rec_sfr: 0.2168 (0.2763) loss_cl: -0.2798 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [12:42:39.366556] Epoch: [350] [2400/2904] eta: 0:06:19 lr: 0.001538 loss: 0.1782 (0.1891) loss_rec_all: 0.2043 (0.2151) loss_rec_sfr: 0.2571 (0.2763) loss_cl: -0.2797 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [12:42:54.277100] Epoch: [350] [2420/2904] eta: 0:06:04 lr: 0.001538 loss: 0.1808 (0.1892) loss_rec_all: 0.2068 (0.2152) loss_rec_sfr: 0.2620 (0.2766) loss_cl: -0.2798 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [12:43:09.186448] Epoch: [350] [2440/2904] eta: 0:05:49 lr: 0.001538 loss: 0.1816 (0.1893) loss_rec_all: 0.2074 (0.2152) loss_rec_sfr: 0.2637 (0.2769) loss_cl: -0.2787 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [12:43:24.096448] Epoch: [350] [2460/2904] eta: 0:05:34 lr: 0.001538 loss: 0.1781 (0.1893) loss_rec_all: 0.2042 (0.2153) loss_rec_sfr: 0.2359 (0.2769) loss_cl: -0.2789 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [12:43:39.002957] Epoch: [350] [2480/2904] eta: 0:05:19 lr: 0.001538 loss: 0.1783 (0.1893) loss_rec_all: 0.2038 (0.2152) loss_rec_sfr: 0.2657 (0.2769) loss_cl: -0.2775 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [12:43:53.913344] Epoch: [350] [2500/2904] eta: 0:05:04 lr: 0.001538 loss: 0.1791 (0.1893) loss_rec_all: 0.2056 (0.2152) loss_rec_sfr: 0.2386 (0.2769) loss_cl: -0.2797 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [12:44:08.829290] Epoch: [350] [2520/2904] eta: 0:04:49 lr: 0.001538 loss: 0.1809 (0.1893) loss_rec_all: 0.2067 (0.2153) loss_rec_sfr: 0.2617 (0.2770) loss_cl: -0.2790 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [12:44:23.745057] Epoch: [350] [2540/2904] eta: 0:04:34 lr: 0.001538 loss: 0.1768 (0.1893) loss_rec_all: 0.2028 (0.2152) loss_rec_sfr: 0.2617 (0.2770) loss_cl: -0.2781 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [12:44:38.652996] Epoch: [350] [2560/2904] eta: 0:04:19 lr: 0.001538 loss: 0.1766 (0.1893) loss_rec_all: 0.2033 (0.2152) loss_rec_sfr: 0.2601 (0.2770) loss_cl: -0.2794 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [12:44:53.567241] Epoch: [350] [2580/2904] eta: 0:04:04 lr: 0.001538 loss: 0.1768 (0.1893) loss_rec_all: 0.2031 (0.2152) loss_rec_sfr: 0.2584 (0.2769) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [12:45:08.483228] Epoch: [350] [2600/2904] eta: 0:03:48 lr: 0.001538 loss: 0.1788 (0.1893) loss_rec_all: 0.2049 (0.2152) loss_rec_sfr: 0.2619 (0.2770) loss_cl: -0.2796 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [12:45:23.400314] Epoch: [350] [2620/2904] eta: 0:03:33 lr: 0.001538 loss: 0.1769 (0.1893) loss_rec_all: 0.2033 (0.2153) loss_rec_sfr: 0.2269 (0.2770) loss_cl: -0.2791 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [12:45:38.324012] Epoch: [350] [2640/2904] eta: 0:03:18 lr: 0.001538 loss: 0.1799 (0.1893) loss_rec_all: 0.2059 (0.2152) loss_rec_sfr: 0.2583 (0.2769) loss_cl: -0.2788 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [12:45:53.243304] Epoch: [350] [2660/2904] eta: 0:03:03 lr: 0.001538 loss: 0.1794 (0.1893) loss_rec_all: 0.2054 (0.2152) loss_rec_sfr: 0.2535 (0.2768) loss_cl: -0.2789 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [12:46:08.159675] Epoch: [350] [2680/2904] eta: 0:02:48 lr: 0.001538 loss: 0.1802 (0.1893) loss_rec_all: 0.2064 (0.2152) loss_rec_sfr: 0.2530 (0.2768) loss_cl: -0.2792 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [12:46:23.077708] Epoch: [350] [2700/2904] eta: 0:02:33 lr: 0.001538 loss: 0.1805 (0.1893) loss_rec_all: 0.2066 (0.2152) loss_rec_sfr: 0.2585 (0.2768) loss_cl: -0.2796 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [12:46:37.993205] Epoch: [350] [2720/2904] eta: 0:02:18 lr: 0.001538 loss: 0.1845 (0.1894) loss_rec_all: 0.2106 (0.2153) loss_rec_sfr: 0.2643 (0.2770) loss_cl: -0.2787 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [12:46:52.905574] Epoch: [350] [2740/2904] eta: 0:02:03 lr: 0.001538 loss: 0.1772 (0.1893) loss_rec_all: 0.2038 (0.2153) loss_rec_sfr: 0.2567 (0.2768) loss_cl: -0.2784 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [12:47:07.826389] Epoch: [350] [2760/2904] eta: 0:01:48 lr: 0.001538 loss: 0.1786 (0.1893) loss_rec_all: 0.2051 (0.2153) loss_rec_sfr: 0.2574 (0.2768) loss_cl: -0.2780 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [12:47:22.736646] Epoch: [350] [2780/2904] eta: 0:01:33 lr: 0.001538 loss: 0.1762 (0.1893) loss_rec_all: 0.2026 (0.2153) loss_rec_sfr: 0.2524 (0.2767) loss_cl: -0.2792 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [12:47:37.648892] Epoch: [350] [2800/2904] eta: 0:01:18 lr: 0.001538 loss: 0.1781 (0.1893) loss_rec_all: 0.2045 (0.2152) loss_rec_sfr: 0.2273 (0.2766) loss_cl: -0.2785 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [12:47:52.561232] Epoch: [350] [2820/2904] eta: 0:01:03 lr: 0.001538 loss: 0.1815 (0.1893) loss_rec_all: 0.2078 (0.2153) loss_rec_sfr: 0.2562 (0.2768) loss_cl: -0.2791 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [12:48:07.503169] Epoch: [350] [2840/2904] eta: 0:00:48 lr: 0.001538 loss: 0.1798 (0.1894) loss_rec_all: 0.2058 (0.2154) loss_rec_sfr: 0.2617 (0.2771) loss_cl: -0.2790 (-0.2789) time: 0.7471 data: 0.0023 max mem: 29860 [12:48:22.393643] Epoch: [350] [2860/2904] eta: 0:00:33 lr: 0.001538 loss: 0.1796 (0.1894) loss_rec_all: 0.2056 (0.2153) loss_rec_sfr: 0.2628 (0.2769) loss_cl: -0.2792 (-0.2789) time: 0.7445 data: 0.0001 max mem: 29860 [12:48:37.273218] Epoch: [350] [2880/2904] eta: 0:00:18 lr: 0.001538 loss: 0.1818 (0.1895) loss_rec_all: 0.2082 (0.2154) loss_rec_sfr: 0.2560 (0.2771) loss_cl: -0.2793 (-0.2789) time: 0.7439 data: 0.0001 max mem: 29860 [12:48:52.166636] Epoch: [350] [2900/2904] eta: 0:00:03 lr: 0.001538 loss: 0.1787 (0.1894) loss_rec_all: 0.2047 (0.2154) loss_rec_sfr: 0.2572 (0.2771) loss_cl: -0.2788 (-0.2789) time: 0.7446 data: 0.0001 max mem: 29860 [12:48:54.407337] Epoch: [350] [2903/2904] eta: 0:00:00 lr: 0.001538 loss: 0.1787 (0.1894) loss_rec_all: 0.2047 (0.2154) loss_rec_sfr: 0.2572 (0.2771) loss_cl: -0.2788 (-0.2789) time: 0.7446 data: 0.0001 max mem: 29860 [12:48:56.486650] Epoch: [350] Total time: 0:36:26 (0.7530 s / it) [12:48:56.502353] Averaged stats: lr: 0.001538 loss: 0.1787 (0.1914) loss_rec_all: 0.2047 (0.2150) loss_rec_sfr: 0.2572 (0.2764) loss_cl: -0.2788 (-0.2556) [12:48:59.553449] log_dir: ./checkpoint/VF2_ViT-B [12:49:13.317315] Epoch: [351] [ 0/2904] eta: 11:06:06 lr: 0.001538 loss: 0.2333 (0.2333) loss_rec_all: 0.2581 (0.2581) loss_rec_sfr: 0.4419 (0.4419) loss_cl: -0.2788 (-0.2788) time: 13.7627 data: 10.4162 max mem: 29860 [12:49:28.470190] Epoch: [351] [ 20/2904] eta: 1:06:10 lr: 0.001538 loss: 0.1775 (0.1982) loss_rec_all: 0.2034 (0.2239) loss_rec_sfr: 0.2686 (0.3096) loss_cl: -0.2785 (-0.2786) time: 0.7576 data: 0.0115 max mem: 29860 [12:49:43.403874] Epoch: [351] [ 40/2904] eta: 0:51:02 lr: 0.001538 loss: 0.1794 (0.1924) loss_rec_all: 0.2058 (0.2182) loss_rec_sfr: 0.2538 (0.2868) loss_cl: -0.2789 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [12:49:58.368275] Epoch: [351] [ 60/2904] eta: 0:45:41 lr: 0.001538 loss: 0.1847 (0.1944) loss_rec_all: 0.2108 (0.2202) loss_rec_sfr: 0.2640 (0.2937) loss_cl: -0.2794 (-0.2791) time: 0.7482 data: 0.0002 max mem: 29860 [12:50:13.331179] Epoch: [351] [ 80/2904] eta: 0:42:52 lr: 0.001538 loss: 0.1805 (0.1921) loss_rec_all: 0.2064 (0.2180) loss_rec_sfr: 0.2547 (0.2860) loss_cl: -0.2783 (-0.2789) time: 0.7481 data: 0.0002 max mem: 29860 [12:50:28.328220] Epoch: [351] [ 100/2904] eta: 0:41:04 lr: 0.001537 loss: 0.1826 (0.1932) loss_rec_all: 0.2085 (0.2191) loss_rec_sfr: 0.2543 (0.2896) loss_cl: -0.2782 (-0.2787) time: 0.7498 data: 0.0002 max mem: 29860 [12:50:43.342261] Epoch: [351] [ 120/2904] eta: 0:39:47 lr: 0.001537 loss: 0.1883 (0.1936) loss_rec_all: 0.2143 (0.2195) loss_rec_sfr: 0.2566 (0.2894) loss_cl: -0.2781 (-0.2787) time: 0.7507 data: 0.0002 max mem: 29860 [12:50:58.334614] Epoch: [351] [ 140/2904] eta: 0:38:48 lr: 0.001537 loss: 0.1765 (0.1931) loss_rec_all: 0.2024 (0.2189) loss_rec_sfr: 0.2576 (0.2891) loss_cl: -0.2789 (-0.2787) time: 0.7496 data: 0.0002 max mem: 29860 [12:51:13.314331] Epoch: [351] [ 160/2904] eta: 0:37:59 lr: 0.001537 loss: 0.1835 (0.1923) loss_rec_all: 0.2097 (0.2182) loss_rec_sfr: 0.2548 (0.2860) loss_cl: -0.2793 (-0.2788) time: 0.7489 data: 0.0002 max mem: 29860 [12:51:28.458628] Epoch: [351] [ 180/2904] eta: 0:37:20 lr: 0.001537 loss: 0.1818 (0.1924) loss_rec_all: 0.2078 (0.2182) loss_rec_sfr: 0.2632 (0.2866) loss_cl: -0.2791 (-0.2789) time: 0.7572 data: 0.0002 max mem: 29860 [12:51:43.466051] Epoch: [351] [ 200/2904] eta: 0:36:44 lr: 0.001537 loss: 0.1789 (0.1916) loss_rec_all: 0.2049 (0.2175) loss_rec_sfr: 0.2556 (0.2846) loss_cl: -0.2783 (-0.2788) time: 0.7503 data: 0.0002 max mem: 29860 [12:51:58.471806] Epoch: [351] [ 220/2904] eta: 0:36:12 lr: 0.001537 loss: 0.1782 (0.1910) loss_rec_all: 0.2045 (0.2169) loss_rec_sfr: 0.2301 (0.2816) loss_cl: -0.2787 (-0.2788) time: 0.7502 data: 0.0002 max mem: 29860 [12:52:13.487681] Epoch: [351] [ 240/2904] eta: 0:35:43 lr: 0.001537 loss: 0.1788 (0.1913) loss_rec_all: 0.2053 (0.2172) loss_rec_sfr: 0.2608 (0.2839) loss_cl: -0.2793 (-0.2788) time: 0.7508 data: 0.0002 max mem: 29860 [12:52:28.519970] Epoch: [351] [ 260/2904] eta: 0:35:16 lr: 0.001537 loss: 0.1795 (0.1911) loss_rec_all: 0.2059 (0.2170) loss_rec_sfr: 0.2630 (0.2832) loss_cl: -0.2787 (-0.2788) time: 0.7516 data: 0.0002 max mem: 29860 [12:52:43.507620] Epoch: [351] [ 280/2904] eta: 0:34:51 lr: 0.001537 loss: 0.1779 (0.1906) loss_rec_all: 0.2042 (0.2166) loss_rec_sfr: 0.2526 (0.2816) loss_cl: -0.2783 (-0.2788) time: 0.7493 data: 0.0002 max mem: 29860 [12:52:58.498348] Epoch: [351] [ 300/2904] eta: 0:34:27 lr: 0.001537 loss: 0.1783 (0.1907) loss_rec_all: 0.2045 (0.2166) loss_rec_sfr: 0.2596 (0.2816) loss_cl: -0.2790 (-0.2788) time: 0.7495 data: 0.0002 max mem: 29860 [12:53:13.452524] Epoch: [351] [ 320/2904] eta: 0:34:03 lr: 0.001537 loss: 0.1826 (0.1911) loss_rec_all: 0.2086 (0.2170) loss_rec_sfr: 0.2662 (0.2838) loss_cl: -0.2791 (-0.2788) time: 0.7477 data: 0.0002 max mem: 29860 [12:53:28.380301] Epoch: [351] [ 340/2904] eta: 0:33:41 lr: 0.001537 loss: 0.1804 (0.1909) loss_rec_all: 0.2065 (0.2168) loss_rec_sfr: 0.2544 (0.2831) loss_cl: -0.2785 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [12:53:43.288958] Epoch: [351] [ 360/2904] eta: 0:33:19 lr: 0.001537 loss: 0.1757 (0.1903) loss_rec_all: 0.2019 (0.2162) loss_rec_sfr: 0.2596 (0.2814) loss_cl: -0.2787 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [12:53:58.215438] Epoch: [351] [ 380/2904] eta: 0:32:58 lr: 0.001537 loss: 0.1765 (0.1897) loss_rec_all: 0.2025 (0.2157) loss_rec_sfr: 0.2509 (0.2796) loss_cl: -0.2789 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [12:54:13.137602] Epoch: [351] [ 400/2904] eta: 0:32:38 lr: 0.001537 loss: 0.1772 (0.1896) loss_rec_all: 0.2035 (0.2155) loss_rec_sfr: 0.2546 (0.2790) loss_cl: -0.2783 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [12:54:28.047938] Epoch: [351] [ 420/2904] eta: 0:32:18 lr: 0.001537 loss: 0.1747 (0.1894) loss_rec_all: 0.2007 (0.2153) loss_rec_sfr: 0.2178 (0.2780) loss_cl: -0.2781 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [12:54:42.957952] Epoch: [351] [ 440/2904] eta: 0:31:58 lr: 0.001537 loss: 0.1807 (0.1893) loss_rec_all: 0.2069 (0.2152) loss_rec_sfr: 0.2617 (0.2779) loss_cl: -0.2789 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [12:54:57.867012] Epoch: [351] [ 460/2904] eta: 0:31:39 lr: 0.001537 loss: 0.1814 (0.1894) loss_rec_all: 0.2074 (0.2153) loss_rec_sfr: 0.2564 (0.2778) loss_cl: -0.2795 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [12:55:12.772285] Epoch: [351] [ 480/2904] eta: 0:31:20 lr: 0.001537 loss: 0.1804 (0.1894) loss_rec_all: 0.2068 (0.2153) loss_rec_sfr: 0.2511 (0.2776) loss_cl: -0.2798 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [12:55:27.683596] Epoch: [351] [ 500/2904] eta: 0:31:02 lr: 0.001537 loss: 0.1766 (0.1893) loss_rec_all: 0.2028 (0.2152) loss_rec_sfr: 0.2638 (0.2775) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [12:55:42.595801] Epoch: [351] [ 520/2904] eta: 0:30:44 lr: 0.001537 loss: 0.1774 (0.1891) loss_rec_all: 0.2034 (0.2151) loss_rec_sfr: 0.2569 (0.2769) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [12:55:57.500119] Epoch: [351] [ 540/2904] eta: 0:30:26 lr: 0.001537 loss: 0.1819 (0.1891) loss_rec_all: 0.2079 (0.2151) loss_rec_sfr: 0.2633 (0.2769) loss_cl: -0.2782 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [12:56:12.406347] Epoch: [351] [ 560/2904] eta: 0:30:08 lr: 0.001537 loss: 0.1764 (0.1890) loss_rec_all: 0.2022 (0.2149) loss_rec_sfr: 0.2586 (0.2765) loss_cl: -0.2791 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [12:56:27.310126] Epoch: [351] [ 580/2904] eta: 0:29:50 lr: 0.001537 loss: 0.1814 (0.1890) loss_rec_all: 0.2074 (0.2150) loss_rec_sfr: 0.2552 (0.2765) loss_cl: -0.2788 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [12:56:42.224279] Epoch: [351] [ 600/2904] eta: 0:29:33 lr: 0.001537 loss: 0.1755 (0.1891) loss_rec_all: 0.2015 (0.2150) loss_rec_sfr: 0.2626 (0.2769) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [12:56:57.127525] Epoch: [351] [ 620/2904] eta: 0:29:16 lr: 0.001537 loss: 0.1754 (0.1888) loss_rec_all: 0.2017 (0.2147) loss_rec_sfr: 0.2584 (0.2762) loss_cl: -0.2793 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [12:57:12.031455] Epoch: [351] [ 640/2904] eta: 0:28:59 lr: 0.001537 loss: 0.1774 (0.1889) loss_rec_all: 0.2041 (0.2148) loss_rec_sfr: 0.2616 (0.2765) loss_cl: -0.2790 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [12:57:26.936865] Epoch: [351] [ 660/2904] eta: 0:28:42 lr: 0.001537 loss: 0.1806 (0.1891) loss_rec_all: 0.2066 (0.2150) loss_rec_sfr: 0.2619 (0.2773) loss_cl: -0.2785 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [12:57:41.842923] Epoch: [351] [ 680/2904] eta: 0:28:25 lr: 0.001537 loss: 0.1834 (0.1890) loss_rec_all: 0.2098 (0.2150) loss_rec_sfr: 0.2561 (0.2767) loss_cl: -0.2791 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [12:57:56.749169] Epoch: [351] [ 700/2904] eta: 0:28:08 lr: 0.001536 loss: 0.1735 (0.1891) loss_rec_all: 0.2000 (0.2150) loss_rec_sfr: 0.2510 (0.2769) loss_cl: -0.2786 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [12:58:11.658883] Epoch: [351] [ 720/2904] eta: 0:27:52 lr: 0.001536 loss: 0.1761 (0.1889) loss_rec_all: 0.2025 (0.2149) loss_rec_sfr: 0.2214 (0.2761) loss_cl: -0.2787 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [12:58:26.565234] Epoch: [351] [ 740/2904] eta: 0:27:35 lr: 0.001536 loss: 0.1793 (0.1890) loss_rec_all: 0.2051 (0.2149) loss_rec_sfr: 0.2615 (0.2764) loss_cl: -0.2785 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [12:58:41.473068] Epoch: [351] [ 760/2904] eta: 0:27:19 lr: 0.001536 loss: 0.1798 (0.1889) loss_rec_all: 0.2058 (0.2148) loss_rec_sfr: 0.2525 (0.2760) loss_cl: -0.2800 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [12:58:56.382392] Epoch: [351] [ 780/2904] eta: 0:27:03 lr: 0.001536 loss: 0.1793 (0.1890) loss_rec_all: 0.2053 (0.2149) loss_rec_sfr: 0.2539 (0.2762) loss_cl: -0.2797 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [12:59:11.289399] Epoch: [351] [ 800/2904] eta: 0:26:46 lr: 0.001536 loss: 0.1763 (0.1888) loss_rec_all: 0.2024 (0.2148) loss_rec_sfr: 0.2535 (0.2756) loss_cl: -0.2795 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [12:59:26.193602] Epoch: [351] [ 820/2904] eta: 0:26:30 lr: 0.001536 loss: 0.1763 (0.1887) loss_rec_all: 0.2028 (0.2146) loss_rec_sfr: 0.2463 (0.2752) loss_cl: -0.2789 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [12:59:41.096595] Epoch: [351] [ 840/2904] eta: 0:26:14 lr: 0.001536 loss: 0.1809 (0.1887) loss_rec_all: 0.2066 (0.2147) loss_rec_sfr: 0.2677 (0.2754) loss_cl: -0.2779 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [12:59:56.004178] Epoch: [351] [ 860/2904] eta: 0:25:58 lr: 0.001536 loss: 0.1761 (0.1886) loss_rec_all: 0.2025 (0.2146) loss_rec_sfr: 0.2515 (0.2750) loss_cl: -0.2786 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [13:00:10.909310] Epoch: [351] [ 880/2904] eta: 0:25:42 lr: 0.001536 loss: 0.1792 (0.1886) loss_rec_all: 0.2052 (0.2146) loss_rec_sfr: 0.2566 (0.2749) loss_cl: -0.2797 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [13:00:25.814838] Epoch: [351] [ 900/2904] eta: 0:25:26 lr: 0.001536 loss: 0.1740 (0.1885) loss_rec_all: 0.2006 (0.2144) loss_rec_sfr: 0.2231 (0.2743) loss_cl: -0.2796 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [13:00:40.723540] Epoch: [351] [ 920/2904] eta: 0:25:10 lr: 0.001536 loss: 0.1766 (0.1884) loss_rec_all: 0.2029 (0.2144) loss_rec_sfr: 0.2508 (0.2742) loss_cl: -0.2785 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [13:00:55.638632] Epoch: [351] [ 940/2904] eta: 0:24:54 lr: 0.001536 loss: 0.1781 (0.1884) loss_rec_all: 0.2044 (0.2144) loss_rec_sfr: 0.2279 (0.2741) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [13:01:10.545580] Epoch: [351] [ 960/2904] eta: 0:24:38 lr: 0.001536 loss: 0.1818 (0.1886) loss_rec_all: 0.2081 (0.2145) loss_rec_sfr: 0.2629 (0.2747) loss_cl: -0.2792 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [13:01:25.454316] Epoch: [351] [ 980/2904] eta: 0:24:22 lr: 0.001536 loss: 0.1748 (0.1884) loss_rec_all: 0.2012 (0.2143) loss_rec_sfr: 0.2507 (0.2740) loss_cl: -0.2786 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [13:01:40.360988] Epoch: [351] [1000/2904] eta: 0:24:07 lr: 0.001536 loss: 0.1762 (0.1883) loss_rec_all: 0.2022 (0.2142) loss_rec_sfr: 0.2208 (0.2735) loss_cl: -0.2783 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [13:01:55.269973] Epoch: [351] [1020/2904] eta: 0:23:51 lr: 0.001536 loss: 0.1817 (0.1883) loss_rec_all: 0.2079 (0.2143) loss_rec_sfr: 0.2546 (0.2736) loss_cl: -0.2787 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [13:02:10.177858] Epoch: [351] [1040/2904] eta: 0:23:35 lr: 0.001536 loss: 0.1753 (0.1882) loss_rec_all: 0.2013 (0.2142) loss_rec_sfr: 0.2507 (0.2733) loss_cl: -0.2797 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [13:02:25.083030] Epoch: [351] [1060/2904] eta: 0:23:19 lr: 0.001536 loss: 0.1792 (0.1882) loss_rec_all: 0.2052 (0.2141) loss_rec_sfr: 0.2508 (0.2730) loss_cl: -0.2797 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [13:02:39.990810] Epoch: [351] [1080/2904] eta: 0:23:04 lr: 0.001536 loss: 0.1811 (0.1883) loss_rec_all: 0.2072 (0.2143) loss_rec_sfr: 0.2648 (0.2735) loss_cl: -0.2798 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [13:02:54.899342] Epoch: [351] [1100/2904] eta: 0:22:48 lr: 0.001536 loss: 0.1764 (0.1882) loss_rec_all: 0.2024 (0.2142) loss_rec_sfr: 0.2527 (0.2733) loss_cl: -0.2786 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [13:03:09.803198] Epoch: [351] [1120/2904] eta: 0:22:33 lr: 0.001536 loss: 0.1794 (0.1883) loss_rec_all: 0.2058 (0.2143) loss_rec_sfr: 0.2564 (0.2733) loss_cl: -0.2781 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [13:03:24.712955] Epoch: [351] [1140/2904] eta: 0:22:17 lr: 0.001536 loss: 0.1802 (0.1883) loss_rec_all: 0.2063 (0.2143) loss_rec_sfr: 0.2590 (0.2735) loss_cl: -0.2790 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [13:03:39.621232] Epoch: [351] [1160/2904] eta: 0:22:01 lr: 0.001536 loss: 0.1803 (0.1883) loss_rec_all: 0.2066 (0.2142) loss_rec_sfr: 0.2555 (0.2734) loss_cl: -0.2793 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [13:03:54.533231] Epoch: [351] [1180/2904] eta: 0:21:46 lr: 0.001536 loss: 0.1768 (0.1883) loss_rec_all: 0.2032 (0.2142) loss_rec_sfr: 0.2474 (0.2734) loss_cl: -0.2782 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [13:04:09.436897] Epoch: [351] [1200/2904] eta: 0:21:30 lr: 0.001536 loss: 0.1759 (0.1883) loss_rec_all: 0.2019 (0.2143) loss_rec_sfr: 0.2565 (0.2734) loss_cl: -0.2781 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [13:04:24.338538] Epoch: [351] [1220/2904] eta: 0:21:15 lr: 0.001536 loss: 0.1792 (0.1883) loss_rec_all: 0.2060 (0.2143) loss_rec_sfr: 0.2602 (0.2737) loss_cl: -0.2796 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [13:04:39.245254] Epoch: [351] [1240/2904] eta: 0:20:59 lr: 0.001536 loss: 0.1759 (0.1883) loss_rec_all: 0.2019 (0.2143) loss_rec_sfr: 0.2521 (0.2736) loss_cl: -0.2793 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [13:04:54.151772] Epoch: [351] [1260/2904] eta: 0:20:44 lr: 0.001536 loss: 0.1838 (0.1883) loss_rec_all: 0.2098 (0.2143) loss_rec_sfr: 0.2538 (0.2736) loss_cl: -0.2788 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [13:05:09.059796] Epoch: [351] [1280/2904] eta: 0:20:29 lr: 0.001536 loss: 0.1749 (0.1882) loss_rec_all: 0.2010 (0.2142) loss_rec_sfr: 0.2545 (0.2733) loss_cl: -0.2788 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [13:05:23.968527] Epoch: [351] [1300/2904] eta: 0:20:13 lr: 0.001536 loss: 0.1787 (0.1882) loss_rec_all: 0.2047 (0.2141) loss_rec_sfr: 0.2605 (0.2732) loss_cl: -0.2780 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [13:05:38.877247] Epoch: [351] [1320/2904] eta: 0:19:58 lr: 0.001535 loss: 0.1782 (0.1882) loss_rec_all: 0.2044 (0.2142) loss_rec_sfr: 0.2600 (0.2732) loss_cl: -0.2793 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [13:05:53.783242] Epoch: [351] [1340/2904] eta: 0:19:42 lr: 0.001535 loss: 0.1769 (0.1882) loss_rec_all: 0.2031 (0.2142) loss_rec_sfr: 0.2576 (0.2732) loss_cl: -0.2794 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [13:06:08.684751] Epoch: [351] [1360/2904] eta: 0:19:27 lr: 0.001535 loss: 0.1755 (0.1882) loss_rec_all: 0.2020 (0.2141) loss_rec_sfr: 0.1990 (0.2729) loss_cl: -0.2787 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [13:06:23.585340] Epoch: [351] [1380/2904] eta: 0:19:12 lr: 0.001535 loss: 0.1771 (0.1881) loss_rec_all: 0.2032 (0.2141) loss_rec_sfr: 0.2597 (0.2726) loss_cl: -0.2788 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [13:06:38.489213] Epoch: [351] [1400/2904] eta: 0:18:56 lr: 0.001535 loss: 0.1763 (0.1880) loss_rec_all: 0.2028 (0.2140) loss_rec_sfr: 0.2547 (0.2723) loss_cl: -0.2794 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [13:06:53.392872] Epoch: [351] [1420/2904] eta: 0:18:41 lr: 0.001535 loss: 0.1787 (0.1881) loss_rec_all: 0.2047 (0.2140) loss_rec_sfr: 0.2618 (0.2727) loss_cl: -0.2792 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [13:07:08.298660] Epoch: [351] [1440/2904] eta: 0:18:26 lr: 0.001535 loss: 0.1785 (0.1880) loss_rec_all: 0.2044 (0.2140) loss_rec_sfr: 0.2649 (0.2727) loss_cl: -0.2792 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [13:07:23.203416] Epoch: [351] [1460/2904] eta: 0:18:10 lr: 0.001535 loss: 0.1784 (0.1881) loss_rec_all: 0.2045 (0.2141) loss_rec_sfr: 0.2610 (0.2728) loss_cl: -0.2794 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [13:07:38.116088] Epoch: [351] [1480/2904] eta: 0:17:55 lr: 0.001535 loss: 0.1784 (0.1881) loss_rec_all: 0.2047 (0.2140) loss_rec_sfr: 0.2637 (0.2729) loss_cl: -0.2793 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [13:07:53.021377] Epoch: [351] [1500/2904] eta: 0:17:40 lr: 0.001535 loss: 0.1765 (0.1880) loss_rec_all: 0.2026 (0.2140) loss_rec_sfr: 0.2537 (0.2728) loss_cl: -0.2797 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [13:08:07.925561] Epoch: [351] [1520/2904] eta: 0:17:24 lr: 0.001535 loss: 0.1771 (0.1878) loss_rec_all: 0.2031 (0.2138) loss_rec_sfr: 0.2577 (0.2724) loss_cl: -0.2790 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [13:08:22.831952] Epoch: [351] [1540/2904] eta: 0:17:09 lr: 0.001535 loss: 0.1787 (0.1880) loss_rec_all: 0.2046 (0.2139) loss_rec_sfr: 0.2649 (0.2728) loss_cl: -0.2788 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [13:08:37.740403] Epoch: [351] [1560/2904] eta: 0:16:54 lr: 0.001535 loss: 0.1803 (0.1880) loss_rec_all: 0.2061 (0.2140) loss_rec_sfr: 0.2595 (0.2730) loss_cl: -0.2775 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [13:08:52.645785] Epoch: [351] [1580/2904] eta: 0:16:39 lr: 0.001535 loss: 0.1839 (0.1882) loss_rec_all: 0.2099 (0.2142) loss_rec_sfr: 0.2443 (0.2735) loss_cl: -0.2781 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [13:09:07.551075] Epoch: [351] [1600/2904] eta: 0:16:23 lr: 0.001535 loss: 0.1747 (0.1882) loss_rec_all: 0.2008 (0.2142) loss_rec_sfr: 0.2511 (0.2736) loss_cl: -0.2792 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [13:09:22.458099] Epoch: [351] [1620/2904] eta: 0:16:08 lr: 0.001535 loss: 0.1741 (0.1882) loss_rec_all: 0.2005 (0.2141) loss_rec_sfr: 0.2530 (0.2735) loss_cl: -0.2786 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [13:09:37.364200] Epoch: [351] [1640/2904] eta: 0:15:53 lr: 0.001535 loss: 0.1805 (0.1882) loss_rec_all: 0.2063 (0.2142) loss_rec_sfr: 0.2626 (0.2739) loss_cl: -0.2785 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [13:09:52.270646] Epoch: [351] [1660/2904] eta: 0:15:38 lr: 0.001535 loss: 0.1769 (0.1883) loss_rec_all: 0.2028 (0.2142) loss_rec_sfr: 0.2570 (0.2739) loss_cl: -0.2785 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [13:10:07.176098] Epoch: [351] [1680/2904] eta: 0:15:22 lr: 0.001535 loss: 0.1761 (0.1882) loss_rec_all: 0.2020 (0.2142) loss_rec_sfr: 0.2521 (0.2738) loss_cl: -0.2793 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [13:10:22.082783] Epoch: [351] [1700/2904] eta: 0:15:07 lr: 0.001535 loss: 0.1767 (0.1881) loss_rec_all: 0.2027 (0.2141) loss_rec_sfr: 0.2211 (0.2734) loss_cl: -0.2794 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [13:10:36.991647] Epoch: [351] [1720/2904] eta: 0:14:52 lr: 0.001535 loss: 0.1778 (0.1882) loss_rec_all: 0.2040 (0.2142) loss_rec_sfr: 0.2624 (0.2737) loss_cl: -0.2791 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [13:10:51.897134] Epoch: [351] [1740/2904] eta: 0:14:37 lr: 0.001535 loss: 0.1770 (0.1882) loss_rec_all: 0.2027 (0.2142) loss_rec_sfr: 0.2633 (0.2737) loss_cl: -0.2779 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [13:11:06.801891] Epoch: [351] [1760/2904] eta: 0:14:22 lr: 0.001535 loss: 0.1777 (0.1881) loss_rec_all: 0.2037 (0.2141) loss_rec_sfr: 0.2549 (0.2734) loss_cl: -0.2791 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [13:11:21.706494] Epoch: [351] [1780/2904] eta: 0:14:06 lr: 0.001535 loss: 0.1808 (0.1882) loss_rec_all: 0.2069 (0.2141) loss_rec_sfr: 0.2644 (0.2736) loss_cl: -0.2798 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [13:11:36.610742] Epoch: [351] [1800/2904] eta: 0:13:51 lr: 0.001535 loss: 0.1814 (0.1883) loss_rec_all: 0.2078 (0.2142) loss_rec_sfr: 0.2565 (0.2739) loss_cl: -0.2794 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [13:11:51.514688] Epoch: [351] [1820/2904] eta: 0:13:36 lr: 0.001535 loss: 0.1743 (0.1883) loss_rec_all: 0.2006 (0.2143) loss_rec_sfr: 0.2312 (0.2740) loss_cl: -0.2792 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [13:12:06.418837] Epoch: [351] [1840/2904] eta: 0:13:21 lr: 0.001535 loss: 0.1757 (0.1883) loss_rec_all: 0.2024 (0.2143) loss_rec_sfr: 0.2469 (0.2739) loss_cl: -0.2788 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [13:12:21.318235] Epoch: [351] [1860/2904] eta: 0:13:06 lr: 0.001535 loss: 0.1793 (0.1883) loss_rec_all: 0.2051 (0.2143) loss_rec_sfr: 0.2556 (0.2738) loss_cl: -0.2788 (-0.2788) time: 0.7449 data: 0.0002 max mem: 29860 [13:12:36.223585] Epoch: [351] [1880/2904] eta: 0:12:51 lr: 0.001535 loss: 0.1742 (0.1882) loss_rec_all: 0.2004 (0.2142) loss_rec_sfr: 0.2108 (0.2734) loss_cl: -0.2791 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [13:12:51.123303] Epoch: [351] [1900/2904] eta: 0:12:36 lr: 0.001535 loss: 0.1851 (0.1883) loss_rec_all: 0.2114 (0.2142) loss_rec_sfr: 0.2589 (0.2736) loss_cl: -0.2788 (-0.2788) time: 0.7449 data: 0.0002 max mem: 29860 [13:13:06.024880] Epoch: [351] [1920/2904] eta: 0:12:20 lr: 0.001534 loss: 0.1761 (0.1884) loss_rec_all: 0.2023 (0.2143) loss_rec_sfr: 0.2725 (0.2741) loss_cl: -0.2792 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [13:13:20.931530] Epoch: [351] [1940/2904] eta: 0:12:05 lr: 0.001534 loss: 0.1799 (0.1884) loss_rec_all: 0.2058 (0.2144) loss_rec_sfr: 0.2595 (0.2742) loss_cl: -0.2790 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [13:13:35.837823] Epoch: [351] [1960/2904] eta: 0:11:50 lr: 0.001534 loss: 0.1818 (0.1884) loss_rec_all: 0.2077 (0.2144) loss_rec_sfr: 0.2624 (0.2744) loss_cl: -0.2786 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [13:13:50.747685] Epoch: [351] [1980/2904] eta: 0:11:35 lr: 0.001534 loss: 0.1782 (0.1884) loss_rec_all: 0.2044 (0.2143) loss_rec_sfr: 0.2542 (0.2741) loss_cl: -0.2795 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [13:14:05.654067] Epoch: [351] [2000/2904] eta: 0:11:20 lr: 0.001534 loss: 0.1791 (0.1884) loss_rec_all: 0.2053 (0.2144) loss_rec_sfr: 0.2671 (0.2742) loss_cl: -0.2800 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [13:14:20.555738] Epoch: [351] [2020/2904] eta: 0:11:05 lr: 0.001534 loss: 0.1768 (0.1884) loss_rec_all: 0.2028 (0.2144) loss_rec_sfr: 0.2563 (0.2743) loss_cl: -0.2785 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [13:14:35.458607] Epoch: [351] [2040/2904] eta: 0:10:50 lr: 0.001534 loss: 0.1781 (0.1884) loss_rec_all: 0.2044 (0.2143) loss_rec_sfr: 0.2498 (0.2741) loss_cl: -0.2786 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [13:14:50.361998] Epoch: [351] [2060/2904] eta: 0:10:35 lr: 0.001534 loss: 0.1764 (0.1884) loss_rec_all: 0.2024 (0.2144) loss_rec_sfr: 0.2560 (0.2742) loss_cl: -0.2791 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [13:15:05.273517] Epoch: [351] [2080/2904] eta: 0:10:19 lr: 0.001534 loss: 0.1750 (0.1883) loss_rec_all: 0.2012 (0.2143) loss_rec_sfr: 0.2211 (0.2739) loss_cl: -0.2794 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [13:15:20.180453] Epoch: [351] [2100/2904] eta: 0:10:04 lr: 0.001534 loss: 0.1785 (0.1883) loss_rec_all: 0.2050 (0.2142) loss_rec_sfr: 0.2189 (0.2736) loss_cl: -0.2790 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [13:15:35.088577] Epoch: [351] [2120/2904] eta: 0:09:49 lr: 0.001534 loss: 0.1843 (0.1884) loss_rec_all: 0.2105 (0.2143) loss_rec_sfr: 0.2651 (0.2740) loss_cl: -0.2787 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [13:15:49.998604] Epoch: [351] [2140/2904] eta: 0:09:34 lr: 0.001534 loss: 0.1801 (0.1884) loss_rec_all: 0.2062 (0.2143) loss_rec_sfr: 0.2477 (0.2738) loss_cl: -0.2794 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [13:16:04.908094] Epoch: [351] [2160/2904] eta: 0:09:19 lr: 0.001534 loss: 0.1789 (0.1883) loss_rec_all: 0.2051 (0.2143) loss_rec_sfr: 0.2553 (0.2738) loss_cl: -0.2792 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [13:16:19.811289] Epoch: [351] [2180/2904] eta: 0:09:04 lr: 0.001534 loss: 0.1795 (0.1884) loss_rec_all: 0.2057 (0.2143) loss_rec_sfr: 0.2555 (0.2740) loss_cl: -0.2791 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [13:16:34.716095] Epoch: [351] [2200/2904] eta: 0:08:49 lr: 0.001534 loss: 0.1794 (0.1884) loss_rec_all: 0.2053 (0.2144) loss_rec_sfr: 0.2552 (0.2741) loss_cl: -0.2784 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [13:16:49.623837] Epoch: [351] [2220/2904] eta: 0:08:34 lr: 0.001534 loss: 0.1783 (0.1884) loss_rec_all: 0.2046 (0.2144) loss_rec_sfr: 0.2640 (0.2742) loss_cl: -0.2779 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [13:17:04.529595] Epoch: [351] [2240/2904] eta: 0:08:19 lr: 0.001534 loss: 0.1789 (0.1884) loss_rec_all: 0.2054 (0.2144) loss_rec_sfr: 0.2497 (0.2742) loss_cl: -0.2784 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [13:17:19.432442] Epoch: [351] [2260/2904] eta: 0:08:04 lr: 0.001534 loss: 0.1796 (0.1885) loss_rec_all: 0.2057 (0.2144) loss_rec_sfr: 0.2492 (0.2743) loss_cl: -0.2796 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [13:17:34.334952] Epoch: [351] [2280/2904] eta: 0:07:49 lr: 0.001534 loss: 0.1821 (0.1885) loss_rec_all: 0.2082 (0.2145) loss_rec_sfr: 0.2777 (0.2746) loss_cl: -0.2789 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [13:17:49.240777] Epoch: [351] [2300/2904] eta: 0:07:34 lr: 0.001534 loss: 0.1798 (0.1885) loss_rec_all: 0.2059 (0.2145) loss_rec_sfr: 0.2546 (0.2744) loss_cl: -0.2785 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [13:18:04.145243] Epoch: [351] [2320/2904] eta: 0:07:18 lr: 0.001534 loss: 0.1805 (0.1886) loss_rec_all: 0.2071 (0.2145) loss_rec_sfr: 0.2525 (0.2745) loss_cl: -0.2787 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [13:18:19.053159] Epoch: [351] [2340/2904] eta: 0:07:03 lr: 0.001534 loss: 0.1824 (0.1887) loss_rec_all: 0.2083 (0.2147) loss_rec_sfr: 0.2738 (0.2750) loss_cl: -0.2785 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [13:18:33.959611] Epoch: [351] [2360/2904] eta: 0:06:48 lr: 0.001534 loss: 0.1871 (0.1888) loss_rec_all: 0.2132 (0.2148) loss_rec_sfr: 0.2591 (0.2753) loss_cl: -0.2790 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [13:18:48.864467] Epoch: [351] [2380/2904] eta: 0:06:33 lr: 0.001534 loss: 0.1865 (0.1889) loss_rec_all: 0.2125 (0.2149) loss_rec_sfr: 0.2561 (0.2755) loss_cl: -0.2791 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [13:19:03.768903] Epoch: [351] [2400/2904] eta: 0:06:18 lr: 0.001534 loss: 0.1755 (0.1889) loss_rec_all: 0.2019 (0.2148) loss_rec_sfr: 0.2569 (0.2755) loss_cl: -0.2792 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [13:19:18.673640] Epoch: [351] [2420/2904] eta: 0:06:03 lr: 0.001534 loss: 0.1751 (0.1888) loss_rec_all: 0.2014 (0.2148) loss_rec_sfr: 0.2455 (0.2753) loss_cl: -0.2774 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [13:19:33.580818] Epoch: [351] [2440/2904] eta: 0:05:48 lr: 0.001534 loss: 0.1819 (0.1888) loss_rec_all: 0.2078 (0.2148) loss_rec_sfr: 0.2595 (0.2753) loss_cl: -0.2786 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [13:19:48.484960] Epoch: [351] [2460/2904] eta: 0:05:33 lr: 0.001534 loss: 0.1802 (0.1888) loss_rec_all: 0.2061 (0.2147) loss_rec_sfr: 0.2529 (0.2751) loss_cl: -0.2792 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [13:20:03.388515] Epoch: [351] [2480/2904] eta: 0:05:18 lr: 0.001534 loss: 0.1761 (0.1888) loss_rec_all: 0.2020 (0.2148) loss_rec_sfr: 0.2324 (0.2752) loss_cl: -0.2798 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [13:20:18.294274] Epoch: [351] [2500/2904] eta: 0:05:03 lr: 0.001534 loss: 0.1783 (0.1888) loss_rec_all: 0.2043 (0.2148) loss_rec_sfr: 0.2179 (0.2751) loss_cl: -0.2788 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [13:20:33.198650] Epoch: [351] [2520/2904] eta: 0:04:48 lr: 0.001534 loss: 0.1790 (0.1888) loss_rec_all: 0.2051 (0.2148) loss_rec_sfr: 0.2601 (0.2750) loss_cl: -0.2784 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [13:20:48.103848] Epoch: [351] [2540/2904] eta: 0:04:33 lr: 0.001533 loss: 0.1809 (0.1888) loss_rec_all: 0.2074 (0.2148) loss_rec_sfr: 0.2622 (0.2752) loss_cl: -0.2781 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [13:21:03.008335] Epoch: [351] [2560/2904] eta: 0:04:18 lr: 0.001533 loss: 0.1823 (0.1889) loss_rec_all: 0.2083 (0.2149) loss_rec_sfr: 0.2542 (0.2754) loss_cl: -0.2795 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [13:21:17.911330] Epoch: [351] [2580/2904] eta: 0:04:03 lr: 0.001533 loss: 0.1816 (0.1889) loss_rec_all: 0.2074 (0.2148) loss_rec_sfr: 0.2529 (0.2752) loss_cl: -0.2797 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [13:21:32.818031] Epoch: [351] [2600/2904] eta: 0:03:48 lr: 0.001533 loss: 0.1772 (0.1888) loss_rec_all: 0.2033 (0.2148) loss_rec_sfr: 0.2464 (0.2751) loss_cl: -0.2797 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [13:21:47.730324] Epoch: [351] [2620/2904] eta: 0:03:33 lr: 0.001533 loss: 0.1819 (0.1889) loss_rec_all: 0.2077 (0.2148) loss_rec_sfr: 0.2663 (0.2753) loss_cl: -0.2783 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [13:22:02.637118] Epoch: [351] [2640/2904] eta: 0:03:18 lr: 0.001533 loss: 0.1846 (0.1890) loss_rec_all: 0.2107 (0.2149) loss_rec_sfr: 0.2607 (0.2755) loss_cl: -0.2785 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [13:22:17.541079] Epoch: [351] [2660/2904] eta: 0:03:03 lr: 0.001533 loss: 0.1818 (0.1890) loss_rec_all: 0.2077 (0.2149) loss_rec_sfr: 0.2586 (0.2754) loss_cl: -0.2788 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [13:22:32.446322] Epoch: [351] [2680/2904] eta: 0:02:48 lr: 0.001533 loss: 0.1765 (0.1890) loss_rec_all: 0.2026 (0.2149) loss_rec_sfr: 0.2609 (0.2755) loss_cl: -0.2797 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [13:22:47.353135] Epoch: [351] [2700/2904] eta: 0:02:33 lr: 0.001533 loss: 0.1793 (0.1889) loss_rec_all: 0.2053 (0.2149) loss_rec_sfr: 0.2597 (0.2754) loss_cl: -0.2794 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [13:23:02.255298] Epoch: [351] [2720/2904] eta: 0:02:18 lr: 0.001533 loss: 0.1780 (0.1889) loss_rec_all: 0.2040 (0.2149) loss_rec_sfr: 0.2533 (0.2753) loss_cl: -0.2792 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [13:23:17.164641] Epoch: [351] [2740/2904] eta: 0:02:03 lr: 0.001533 loss: 0.1811 (0.1889) loss_rec_all: 0.2076 (0.2149) loss_rec_sfr: 0.2636 (0.2754) loss_cl: -0.2795 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [13:23:32.073000] Epoch: [351] [2760/2904] eta: 0:01:48 lr: 0.001533 loss: 0.1795 (0.1889) loss_rec_all: 0.2056 (0.2149) loss_rec_sfr: 0.2513 (0.2754) loss_cl: -0.2792 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [13:23:46.977713] Epoch: [351] [2780/2904] eta: 0:01:33 lr: 0.001533 loss: 0.1797 (0.1889) loss_rec_all: 0.2058 (0.2149) loss_rec_sfr: 0.2550 (0.2753) loss_cl: -0.2791 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [13:24:01.887368] Epoch: [351] [2800/2904] eta: 0:01:18 lr: 0.001533 loss: 0.1801 (0.1889) loss_rec_all: 0.2063 (0.2149) loss_rec_sfr: 0.2549 (0.2753) loss_cl: -0.2785 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [13:24:16.790327] Epoch: [351] [2820/2904] eta: 0:01:03 lr: 0.001533 loss: 0.1771 (0.1889) loss_rec_all: 0.2030 (0.2148) loss_rec_sfr: 0.2308 (0.2751) loss_cl: -0.2788 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [13:24:31.731851] Epoch: [351] [2840/2904] eta: 0:00:48 lr: 0.001533 loss: 0.1753 (0.1888) loss_rec_all: 0.2014 (0.2148) loss_rec_sfr: 0.2624 (0.2750) loss_cl: -0.2793 (-0.2789) time: 0.7470 data: 0.0023 max mem: 29860 [13:24:46.622047] Epoch: [351] [2860/2904] eta: 0:00:33 lr: 0.001533 loss: 0.1765 (0.1888) loss_rec_all: 0.2024 (0.2148) loss_rec_sfr: 0.2606 (0.2750) loss_cl: -0.2790 (-0.2789) time: 0.7445 data: 0.0001 max mem: 29860 [13:25:01.513065] Epoch: [351] [2880/2904] eta: 0:00:18 lr: 0.001533 loss: 0.1760 (0.1888) loss_rec_all: 0.2021 (0.2147) loss_rec_sfr: 0.2174 (0.2748) loss_cl: -0.2789 (-0.2789) time: 0.7445 data: 0.0001 max mem: 29860 [13:25:16.406282] Epoch: [351] [2900/2904] eta: 0:00:03 lr: 0.001533 loss: 0.1783 (0.1887) loss_rec_all: 0.2044 (0.2147) loss_rec_sfr: 0.2465 (0.2746) loss_cl: -0.2784 (-0.2789) time: 0.7446 data: 0.0001 max mem: 29860 [13:25:18.646470] Epoch: [351] [2903/2904] eta: 0:00:00 lr: 0.001533 loss: 0.1800 (0.1887) loss_rec_all: 0.2066 (0.2147) loss_rec_sfr: 0.2496 (0.2746) loss_cl: -0.2783 (-0.2789) time: 0.7445 data: 0.0001 max mem: 29860 [13:25:20.811064] Epoch: [351] Total time: 0:36:21 (0.7511 s / it) [13:25:20.812501] Averaged stats: lr: 0.001533 loss: 0.1800 (0.1912) loss_rec_all: 0.2066 (0.2149) loss_rec_sfr: 0.2496 (0.2753) loss_cl: -0.2783 (-0.2556) [13:25:20.818820] log_dir: ./checkpoint/VF2_ViT-B [13:25:38.662157] Epoch: [352] [ 0/2904] eta: 14:23:33 lr: 0.001533 loss: 0.1838 (0.1838) loss_rec_all: 0.2099 (0.2099) loss_rec_sfr: 0.2685 (0.2685) loss_cl: -0.2795 (-0.2795) time: 17.8422 data: 10.0684 max mem: 29860 [13:25:57.290074] Epoch: [352] [ 20/2904] eta: 1:23:28 lr: 0.001533 loss: 0.1785 (0.1898) loss_rec_all: 0.2046 (0.2157) loss_rec_sfr: 0.2548 (0.2840) loss_cl: -0.2792 (-0.2789) time: 0.9313 data: 0.1309 max mem: 29860 [13:26:12.261627] Epoch: [352] [ 40/2904] eta: 0:59:53 lr: 0.001533 loss: 0.1783 (0.1920) loss_rec_all: 0.2043 (0.2179) loss_rec_sfr: 0.2526 (0.2844) loss_cl: -0.2787 (-0.2789) time: 0.7485 data: 0.0003 max mem: 29860 [13:26:27.217368] Epoch: [352] [ 60/2904] eta: 0:51:35 lr: 0.001533 loss: 0.1778 (0.1952) loss_rec_all: 0.2037 (0.2210) loss_rec_sfr: 0.2718 (0.2986) loss_cl: -0.2787 (-0.2788) time: 0.7477 data: 0.0003 max mem: 29860 [13:26:42.182615] Epoch: [352] [ 80/2904] eta: 0:47:16 lr: 0.001533 loss: 0.1794 (0.1962) loss_rec_all: 0.2057 (0.2220) loss_rec_sfr: 0.2591 (0.3010) loss_cl: -0.2790 (-0.2788) time: 0.7482 data: 0.0002 max mem: 29860 [13:26:57.160458] Epoch: [352] [ 100/2904] eta: 0:44:34 lr: 0.001533 loss: 0.1758 (0.1944) loss_rec_all: 0.2025 (0.2202) loss_rec_sfr: 0.2543 (0.2942) loss_cl: -0.2791 (-0.2788) time: 0.7488 data: 0.0003 max mem: 29860 [13:27:12.157306] Epoch: [352] [ 120/2904] eta: 0:42:41 lr: 0.001533 loss: 0.1775 (0.1932) loss_rec_all: 0.2034 (0.2190) loss_rec_sfr: 0.2563 (0.2907) loss_cl: -0.2789 (-0.2788) time: 0.7498 data: 0.0003 max mem: 29860 [13:27:27.150119] Epoch: [352] [ 140/2904] eta: 0:41:16 lr: 0.001533 loss: 0.1801 (0.1933) loss_rec_all: 0.2062 (0.2192) loss_rec_sfr: 0.2618 (0.2904) loss_cl: -0.2794 (-0.2789) time: 0.7496 data: 0.0003 max mem: 29860 [13:27:42.139205] Epoch: [352] [ 160/2904] eta: 0:40:08 lr: 0.001533 loss: 0.1788 (0.1933) loss_rec_all: 0.2055 (0.2192) loss_rec_sfr: 0.2517 (0.2898) loss_cl: -0.2790 (-0.2789) time: 0.7494 data: 0.0003 max mem: 29860 [13:27:57.136377] Epoch: [352] [ 180/2904] eta: 0:39:12 lr: 0.001533 loss: 0.1784 (0.1930) loss_rec_all: 0.2048 (0.2188) loss_rec_sfr: 0.2522 (0.2885) loss_cl: -0.2790 (-0.2789) time: 0.7498 data: 0.0002 max mem: 29860 [13:28:12.134755] Epoch: [352] [ 200/2904] eta: 0:38:24 lr: 0.001533 loss: 0.1779 (0.1926) loss_rec_all: 0.2042 (0.2185) loss_rec_sfr: 0.2497 (0.2873) loss_cl: -0.2786 (-0.2789) time: 0.7499 data: 0.0002 max mem: 29860 [13:28:27.117575] Epoch: [352] [ 220/2904] eta: 0:37:42 lr: 0.001533 loss: 0.1795 (0.1922) loss_rec_all: 0.2054 (0.2181) loss_rec_sfr: 0.2607 (0.2867) loss_cl: -0.2787 (-0.2789) time: 0.7491 data: 0.0002 max mem: 29860 [13:28:42.106659] Epoch: [352] [ 240/2904] eta: 0:37:04 lr: 0.001532 loss: 0.1751 (0.1919) loss_rec_all: 0.2016 (0.2178) loss_rec_sfr: 0.2558 (0.2852) loss_cl: -0.2787 (-0.2789) time: 0.7494 data: 0.0002 max mem: 29860 [13:28:57.096807] Epoch: [352] [ 260/2904] eta: 0:36:30 lr: 0.001532 loss: 0.1776 (0.1921) loss_rec_all: 0.2035 (0.2180) loss_rec_sfr: 0.2724 (0.2869) loss_cl: -0.2782 (-0.2788) time: 0.7495 data: 0.0002 max mem: 29860 [13:29:12.086363] Epoch: [352] [ 280/2904] eta: 0:35:59 lr: 0.001532 loss: 0.1815 (0.1925) loss_rec_all: 0.2076 (0.2184) loss_rec_sfr: 0.2675 (0.2879) loss_cl: -0.2783 (-0.2788) time: 0.7494 data: 0.0003 max mem: 29860 [13:29:27.097777] Epoch: [352] [ 300/2904] eta: 0:35:30 lr: 0.001532 loss: 0.1751 (0.1916) loss_rec_all: 0.2012 (0.2175) loss_rec_sfr: 0.2505 (0.2854) loss_cl: -0.2790 (-0.2788) time: 0.7505 data: 0.0003 max mem: 29860 [13:29:42.040305] Epoch: [352] [ 320/2904] eta: 0:35:02 lr: 0.001532 loss: 0.1764 (0.1909) loss_rec_all: 0.2026 (0.2168) loss_rec_sfr: 0.2552 (0.2832) loss_cl: -0.2800 (-0.2789) time: 0.7471 data: 0.0002 max mem: 29860 [13:29:56.947525] Epoch: [352] [ 340/2904] eta: 0:34:36 lr: 0.001532 loss: 0.1765 (0.1904) loss_rec_all: 0.2028 (0.2163) loss_rec_sfr: 0.2633 (0.2823) loss_cl: -0.2796 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [13:30:11.853211] Epoch: [352] [ 360/2904] eta: 0:34:10 lr: 0.001532 loss: 0.1783 (0.1901) loss_rec_all: 0.2047 (0.2160) loss_rec_sfr: 0.2555 (0.2808) loss_cl: -0.2780 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [13:30:26.777717] Epoch: [352] [ 380/2904] eta: 0:33:46 lr: 0.001532 loss: 0.1823 (0.1904) loss_rec_all: 0.2082 (0.2164) loss_rec_sfr: 0.2623 (0.2820) loss_cl: -0.2781 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [13:30:41.685428] Epoch: [352] [ 400/2904] eta: 0:33:23 lr: 0.001532 loss: 0.1790 (0.1903) loss_rec_all: 0.2052 (0.2162) loss_rec_sfr: 0.2580 (0.2815) loss_cl: -0.2782 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [13:30:56.595326] Epoch: [352] [ 420/2904] eta: 0:33:01 lr: 0.001532 loss: 0.1794 (0.1904) loss_rec_all: 0.2057 (0.2163) loss_rec_sfr: 0.2575 (0.2819) loss_cl: -0.2795 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [13:31:11.503241] Epoch: [352] [ 440/2904] eta: 0:32:39 lr: 0.001532 loss: 0.1819 (0.1905) loss_rec_all: 0.2078 (0.2164) loss_rec_sfr: 0.2603 (0.2822) loss_cl: -0.2792 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [13:31:26.412586] Epoch: [352] [ 460/2904] eta: 0:32:18 lr: 0.001532 loss: 0.1806 (0.1905) loss_rec_all: 0.2067 (0.2164) loss_rec_sfr: 0.2592 (0.2824) loss_cl: -0.2789 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [13:31:41.320305] Epoch: [352] [ 480/2904] eta: 0:31:57 lr: 0.001532 loss: 0.1799 (0.1903) loss_rec_all: 0.2056 (0.2162) loss_rec_sfr: 0.2512 (0.2817) loss_cl: -0.2780 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [13:31:56.231634] Epoch: [352] [ 500/2904] eta: 0:31:37 lr: 0.001532 loss: 0.1751 (0.1898) loss_rec_all: 0.2013 (0.2157) loss_rec_sfr: 0.2455 (0.2803) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [13:32:11.141989] Epoch: [352] [ 520/2904] eta: 0:31:17 lr: 0.001532 loss: 0.1780 (0.1901) loss_rec_all: 0.2044 (0.2160) loss_rec_sfr: 0.2497 (0.2810) loss_cl: -0.2782 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [13:32:26.051583] Epoch: [352] [ 540/2904] eta: 0:30:58 lr: 0.001532 loss: 0.1786 (0.1901) loss_rec_all: 0.2045 (0.2160) loss_rec_sfr: 0.2629 (0.2812) loss_cl: -0.2793 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [13:32:40.961893] Epoch: [352] [ 560/2904] eta: 0:30:38 lr: 0.001532 loss: 0.1767 (0.1899) loss_rec_all: 0.2027 (0.2158) loss_rec_sfr: 0.2530 (0.2803) loss_cl: -0.2794 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [13:32:55.869860] Epoch: [352] [ 580/2904] eta: 0:30:20 lr: 0.001532 loss: 0.1786 (0.1900) loss_rec_all: 0.2047 (0.2159) loss_rec_sfr: 0.2633 (0.2808) loss_cl: -0.2798 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [13:33:10.772558] Epoch: [352] [ 600/2904] eta: 0:30:01 lr: 0.001532 loss: 0.1776 (0.1898) loss_rec_all: 0.2040 (0.2157) loss_rec_sfr: 0.2501 (0.2800) loss_cl: -0.2793 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [13:33:25.683973] Epoch: [352] [ 620/2904] eta: 0:29:43 lr: 0.001532 loss: 0.1747 (0.1896) loss_rec_all: 0.2014 (0.2155) loss_rec_sfr: 0.2542 (0.2793) loss_cl: -0.2789 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [13:33:40.593277] Epoch: [352] [ 640/2904] eta: 0:29:25 lr: 0.001532 loss: 0.1779 (0.1895) loss_rec_all: 0.2045 (0.2154) loss_rec_sfr: 0.2082 (0.2784) loss_cl: -0.2788 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [13:33:55.502707] Epoch: [352] [ 660/2904] eta: 0:29:07 lr: 0.001532 loss: 0.1795 (0.1896) loss_rec_all: 0.2060 (0.2155) loss_rec_sfr: 0.2540 (0.2786) loss_cl: -0.2789 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [13:34:10.416327] Epoch: [352] [ 680/2904] eta: 0:28:49 lr: 0.001532 loss: 0.1801 (0.1896) loss_rec_all: 0.2067 (0.2155) loss_rec_sfr: 0.2625 (0.2786) loss_cl: -0.2794 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [13:34:25.322071] Epoch: [352] [ 700/2904] eta: 0:28:31 lr: 0.001532 loss: 0.1809 (0.1898) loss_rec_all: 0.2069 (0.2157) loss_rec_sfr: 0.2522 (0.2792) loss_cl: -0.2787 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [13:34:40.228947] Epoch: [352] [ 720/2904] eta: 0:28:14 lr: 0.001532 loss: 0.1750 (0.1897) loss_rec_all: 0.2019 (0.2156) loss_rec_sfr: 0.2487 (0.2788) loss_cl: -0.2792 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [13:34:55.140981] Epoch: [352] [ 740/2904] eta: 0:27:57 lr: 0.001532 loss: 0.1741 (0.1895) loss_rec_all: 0.2004 (0.2154) loss_rec_sfr: 0.2577 (0.2785) loss_cl: -0.2793 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [13:35:10.044317] Epoch: [352] [ 760/2904] eta: 0:27:39 lr: 0.001532 loss: 0.1737 (0.1893) loss_rec_all: 0.1997 (0.2152) loss_rec_sfr: 0.2514 (0.2778) loss_cl: -0.2796 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [13:35:24.953056] Epoch: [352] [ 780/2904] eta: 0:27:22 lr: 0.001532 loss: 0.1791 (0.1894) loss_rec_all: 0.2052 (0.2153) loss_rec_sfr: 0.2623 (0.2783) loss_cl: -0.2796 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [13:35:39.867063] Epoch: [352] [ 800/2904] eta: 0:27:05 lr: 0.001532 loss: 0.1785 (0.1894) loss_rec_all: 0.2049 (0.2153) loss_rec_sfr: 0.2534 (0.2780) loss_cl: -0.2786 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [13:35:54.783046] Epoch: [352] [ 820/2904] eta: 0:26:49 lr: 0.001532 loss: 0.1813 (0.1894) loss_rec_all: 0.2074 (0.2154) loss_rec_sfr: 0.2606 (0.2781) loss_cl: -0.2782 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [13:36:09.698209] Epoch: [352] [ 840/2904] eta: 0:26:32 lr: 0.001532 loss: 0.1799 (0.1895) loss_rec_all: 0.2061 (0.2154) loss_rec_sfr: 0.2637 (0.2784) loss_cl: -0.2784 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [13:36:24.616425] Epoch: [352] [ 860/2904] eta: 0:26:15 lr: 0.001531 loss: 0.1745 (0.1892) loss_rec_all: 0.2005 (0.2151) loss_rec_sfr: 0.2216 (0.2772) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [13:36:39.528662] Epoch: [352] [ 880/2904] eta: 0:25:59 lr: 0.001531 loss: 0.1783 (0.1893) loss_rec_all: 0.2047 (0.2152) loss_rec_sfr: 0.2613 (0.2776) loss_cl: -0.2793 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [13:36:54.440043] Epoch: [352] [ 900/2904] eta: 0:25:42 lr: 0.001531 loss: 0.1767 (0.1892) loss_rec_all: 0.2034 (0.2151) loss_rec_sfr: 0.2542 (0.2771) loss_cl: -0.2796 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [13:37:09.351746] Epoch: [352] [ 920/2904] eta: 0:25:26 lr: 0.001531 loss: 0.1805 (0.1891) loss_rec_all: 0.2066 (0.2150) loss_rec_sfr: 0.2499 (0.2767) loss_cl: -0.2789 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [13:37:24.261835] Epoch: [352] [ 940/2904] eta: 0:25:09 lr: 0.001531 loss: 0.1766 (0.1892) loss_rec_all: 0.2026 (0.2151) loss_rec_sfr: 0.2665 (0.2771) loss_cl: -0.2787 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [13:37:39.165825] Epoch: [352] [ 960/2904] eta: 0:24:53 lr: 0.001531 loss: 0.1798 (0.1892) loss_rec_all: 0.2057 (0.2152) loss_rec_sfr: 0.2584 (0.2773) loss_cl: -0.2789 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [13:37:54.068187] Epoch: [352] [ 980/2904] eta: 0:24:37 lr: 0.001531 loss: 0.1754 (0.1890) loss_rec_all: 0.2019 (0.2149) loss_rec_sfr: 0.2198 (0.2765) loss_cl: -0.2784 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [13:38:08.980649] Epoch: [352] [1000/2904] eta: 0:24:21 lr: 0.001531 loss: 0.1824 (0.1891) loss_rec_all: 0.2084 (0.2151) loss_rec_sfr: 0.2585 (0.2770) loss_cl: -0.2786 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [13:38:23.885915] Epoch: [352] [1020/2904] eta: 0:24:04 lr: 0.001531 loss: 0.1799 (0.1891) loss_rec_all: 0.2060 (0.2150) loss_rec_sfr: 0.2568 (0.2768) loss_cl: -0.2785 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [13:38:38.789781] Epoch: [352] [1040/2904] eta: 0:23:48 lr: 0.001531 loss: 0.1796 (0.1890) loss_rec_all: 0.2057 (0.2149) loss_rec_sfr: 0.2506 (0.2765) loss_cl: -0.2786 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [13:38:53.691340] Epoch: [352] [1060/2904] eta: 0:23:32 lr: 0.001531 loss: 0.1784 (0.1891) loss_rec_all: 0.2044 (0.2150) loss_rec_sfr: 0.2562 (0.2767) loss_cl: -0.2784 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [13:39:08.593483] Epoch: [352] [1080/2904] eta: 0:23:16 lr: 0.001531 loss: 0.1819 (0.1891) loss_rec_all: 0.2083 (0.2150) loss_rec_sfr: 0.2568 (0.2767) loss_cl: -0.2796 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [13:39:23.503814] Epoch: [352] [1100/2904] eta: 0:23:00 lr: 0.001531 loss: 0.1779 (0.1890) loss_rec_all: 0.2038 (0.2150) loss_rec_sfr: 0.2553 (0.2765) loss_cl: -0.2798 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [13:39:38.418998] Epoch: [352] [1120/2904] eta: 0:22:44 lr: 0.001531 loss: 0.1791 (0.1890) loss_rec_all: 0.2052 (0.2150) loss_rec_sfr: 0.2486 (0.2765) loss_cl: -0.2788 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [13:39:53.329617] Epoch: [352] [1140/2904] eta: 0:22:28 lr: 0.001531 loss: 0.1820 (0.1892) loss_rec_all: 0.2079 (0.2151) loss_rec_sfr: 0.2531 (0.2769) loss_cl: -0.2775 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [13:40:08.250020] Epoch: [352] [1160/2904] eta: 0:22:12 lr: 0.001531 loss: 0.1768 (0.1890) loss_rec_all: 0.2030 (0.2150) loss_rec_sfr: 0.2188 (0.2762) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [13:40:23.162604] Epoch: [352] [1180/2904] eta: 0:21:57 lr: 0.001531 loss: 0.1766 (0.1890) loss_rec_all: 0.2027 (0.2149) loss_rec_sfr: 0.2466 (0.2760) loss_cl: -0.2784 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [13:40:38.078028] Epoch: [352] [1200/2904] eta: 0:21:41 lr: 0.001531 loss: 0.1797 (0.1889) loss_rec_all: 0.2058 (0.2149) loss_rec_sfr: 0.2609 (0.2760) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [13:40:52.994911] Epoch: [352] [1220/2904] eta: 0:21:25 lr: 0.001531 loss: 0.1807 (0.1892) loss_rec_all: 0.2067 (0.2151) loss_rec_sfr: 0.2663 (0.2766) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [13:41:07.901651] Epoch: [352] [1240/2904] eta: 0:21:09 lr: 0.001531 loss: 0.1751 (0.1890) loss_rec_all: 0.2018 (0.2150) loss_rec_sfr: 0.2428 (0.2762) loss_cl: -0.2797 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [13:41:22.812939] Epoch: [352] [1260/2904] eta: 0:20:54 lr: 0.001531 loss: 0.1761 (0.1889) loss_rec_all: 0.2022 (0.2149) loss_rec_sfr: 0.2623 (0.2760) loss_cl: -0.2797 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [13:41:37.727852] Epoch: [352] [1280/2904] eta: 0:20:38 lr: 0.001531 loss: 0.1784 (0.1890) loss_rec_all: 0.2044 (0.2150) loss_rec_sfr: 0.2648 (0.2762) loss_cl: -0.2797 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [13:41:52.634867] Epoch: [352] [1300/2904] eta: 0:20:22 lr: 0.001531 loss: 0.1777 (0.1889) loss_rec_all: 0.2037 (0.2148) loss_rec_sfr: 0.2164 (0.2756) loss_cl: -0.2792 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [13:42:07.545246] Epoch: [352] [1320/2904] eta: 0:20:07 lr: 0.001531 loss: 0.1778 (0.1888) loss_rec_all: 0.2044 (0.2148) loss_rec_sfr: 0.2579 (0.2754) loss_cl: -0.2785 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [13:42:22.462875] Epoch: [352] [1340/2904] eta: 0:19:51 lr: 0.001531 loss: 0.1824 (0.1888) loss_rec_all: 0.2083 (0.2148) loss_rec_sfr: 0.2613 (0.2754) loss_cl: -0.2782 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [13:42:37.374426] Epoch: [352] [1360/2904] eta: 0:19:35 lr: 0.001531 loss: 0.1772 (0.1887) loss_rec_all: 0.2037 (0.2147) loss_rec_sfr: 0.2478 (0.2750) loss_cl: -0.2790 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [13:42:52.283651] Epoch: [352] [1380/2904] eta: 0:19:20 lr: 0.001531 loss: 0.1787 (0.1887) loss_rec_all: 0.2052 (0.2147) loss_rec_sfr: 0.2588 (0.2752) loss_cl: -0.2797 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [13:43:07.193421] Epoch: [352] [1400/2904] eta: 0:19:04 lr: 0.001531 loss: 0.1806 (0.1887) loss_rec_all: 0.2067 (0.2147) loss_rec_sfr: 0.2636 (0.2753) loss_cl: -0.2789 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [13:43:22.099027] Epoch: [352] [1420/2904] eta: 0:18:49 lr: 0.001531 loss: 0.1795 (0.1888) loss_rec_all: 0.2061 (0.2148) loss_rec_sfr: 0.2613 (0.2756) loss_cl: -0.2782 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [13:43:37.007520] Epoch: [352] [1440/2904] eta: 0:18:33 lr: 0.001531 loss: 0.1804 (0.1888) loss_rec_all: 0.2069 (0.2148) loss_rec_sfr: 0.2652 (0.2756) loss_cl: -0.2791 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [13:43:51.913945] Epoch: [352] [1460/2904] eta: 0:18:18 lr: 0.001530 loss: 0.1807 (0.1887) loss_rec_all: 0.2070 (0.2147) loss_rec_sfr: 0.2543 (0.2752) loss_cl: -0.2795 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [13:44:06.824529] Epoch: [352] [1480/2904] eta: 0:18:02 lr: 0.001530 loss: 0.1798 (0.1886) loss_rec_all: 0.2058 (0.2146) loss_rec_sfr: 0.2627 (0.2751) loss_cl: -0.2792 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [13:44:21.732743] Epoch: [352] [1500/2904] eta: 0:17:47 lr: 0.001530 loss: 0.1805 (0.1887) loss_rec_all: 0.2066 (0.2147) loss_rec_sfr: 0.2553 (0.2753) loss_cl: -0.2785 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [13:44:36.644076] Epoch: [352] [1520/2904] eta: 0:17:31 lr: 0.001530 loss: 0.1806 (0.1887) loss_rec_all: 0.2070 (0.2147) loss_rec_sfr: 0.2224 (0.2751) loss_cl: -0.2788 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [13:44:51.552636] Epoch: [352] [1540/2904] eta: 0:17:16 lr: 0.001530 loss: 0.1797 (0.1887) loss_rec_all: 0.2062 (0.2146) loss_rec_sfr: 0.2569 (0.2750) loss_cl: -0.2790 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [13:45:06.463606] Epoch: [352] [1560/2904] eta: 0:17:00 lr: 0.001530 loss: 0.1821 (0.1887) loss_rec_all: 0.2083 (0.2147) loss_rec_sfr: 0.2621 (0.2751) loss_cl: -0.2788 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [13:45:21.372505] Epoch: [352] [1580/2904] eta: 0:16:45 lr: 0.001530 loss: 0.1812 (0.1888) loss_rec_all: 0.2072 (0.2147) loss_rec_sfr: 0.2599 (0.2753) loss_cl: -0.2792 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [13:45:36.278363] Epoch: [352] [1600/2904] eta: 0:16:29 lr: 0.001530 loss: 0.1788 (0.1887) loss_rec_all: 0.2048 (0.2147) loss_rec_sfr: 0.2602 (0.2751) loss_cl: -0.2787 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [13:45:51.186620] Epoch: [352] [1620/2904] eta: 0:16:14 lr: 0.001530 loss: 0.1800 (0.1887) loss_rec_all: 0.2059 (0.2147) loss_rec_sfr: 0.2589 (0.2752) loss_cl: -0.2792 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [13:46:06.100226] Epoch: [352] [1640/2904] eta: 0:15:59 lr: 0.001530 loss: 0.1771 (0.1888) loss_rec_all: 0.2032 (0.2147) loss_rec_sfr: 0.2566 (0.2754) loss_cl: -0.2792 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [13:46:21.012535] Epoch: [352] [1660/2904] eta: 0:15:43 lr: 0.001530 loss: 0.1779 (0.1888) loss_rec_all: 0.2042 (0.2148) loss_rec_sfr: 0.2689 (0.2756) loss_cl: -0.2791 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [13:46:35.921343] Epoch: [352] [1680/2904] eta: 0:15:28 lr: 0.001530 loss: 0.1774 (0.1888) loss_rec_all: 0.2034 (0.2148) loss_rec_sfr: 0.2249 (0.2755) loss_cl: -0.2793 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [13:46:50.826476] Epoch: [352] [1700/2904] eta: 0:15:13 lr: 0.001530 loss: 0.1769 (0.1888) loss_rec_all: 0.2029 (0.2148) loss_rec_sfr: 0.2600 (0.2755) loss_cl: -0.2781 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [13:47:05.731055] Epoch: [352] [1720/2904] eta: 0:14:57 lr: 0.001530 loss: 0.1779 (0.1888) loss_rec_all: 0.2038 (0.2147) loss_rec_sfr: 0.2591 (0.2755) loss_cl: -0.2775 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [13:47:20.635903] Epoch: [352] [1740/2904] eta: 0:14:42 lr: 0.001530 loss: 0.1803 (0.1888) loss_rec_all: 0.2067 (0.2147) loss_rec_sfr: 0.2609 (0.2754) loss_cl: -0.2788 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [13:47:35.542384] Epoch: [352] [1760/2904] eta: 0:14:27 lr: 0.001530 loss: 0.1756 (0.1887) loss_rec_all: 0.2017 (0.2147) loss_rec_sfr: 0.2163 (0.2751) loss_cl: -0.2796 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [13:47:50.452225] Epoch: [352] [1780/2904] eta: 0:14:11 lr: 0.001530 loss: 0.1810 (0.1887) loss_rec_all: 0.2069 (0.2147) loss_rec_sfr: 0.2595 (0.2750) loss_cl: -0.2792 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [13:48:05.510249] Epoch: [352] [1800/2904] eta: 0:13:56 lr: 0.001530 loss: 0.1771 (0.1886) loss_rec_all: 0.2035 (0.2146) loss_rec_sfr: 0.2302 (0.2747) loss_cl: -0.2784 (-0.2789) time: 0.7529 data: 0.0002 max mem: 29860 [13:48:20.419664] Epoch: [352] [1820/2904] eta: 0:13:41 lr: 0.001530 loss: 0.1764 (0.1886) loss_rec_all: 0.2028 (0.2145) loss_rec_sfr: 0.2592 (0.2746) loss_cl: -0.2781 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [13:48:35.325632] Epoch: [352] [1840/2904] eta: 0:13:25 lr: 0.001530 loss: 0.1767 (0.1885) loss_rec_all: 0.2028 (0.2144) loss_rec_sfr: 0.2491 (0.2743) loss_cl: -0.2785 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [13:48:50.234979] Epoch: [352] [1860/2904] eta: 0:13:10 lr: 0.001530 loss: 0.1782 (0.1885) loss_rec_all: 0.2043 (0.2144) loss_rec_sfr: 0.2575 (0.2743) loss_cl: -0.2792 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [13:49:05.145014] Epoch: [352] [1880/2904] eta: 0:12:55 lr: 0.001530 loss: 0.1796 (0.1884) loss_rec_all: 0.2058 (0.2144) loss_rec_sfr: 0.2445 (0.2739) loss_cl: -0.2797 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [13:49:20.051834] Epoch: [352] [1900/2904] eta: 0:12:40 lr: 0.001530 loss: 0.1788 (0.1884) loss_rec_all: 0.2052 (0.2143) loss_rec_sfr: 0.2426 (0.2738) loss_cl: -0.2792 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [13:49:34.957383] Epoch: [352] [1920/2904] eta: 0:12:24 lr: 0.001530 loss: 0.1749 (0.1883) loss_rec_all: 0.2012 (0.2143) loss_rec_sfr: 0.2646 (0.2737) loss_cl: -0.2789 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [13:49:50.007739] Epoch: [352] [1940/2904] eta: 0:12:09 lr: 0.001530 loss: 0.1843 (0.1884) loss_rec_all: 0.2108 (0.2144) loss_rec_sfr: 0.2559 (0.2739) loss_cl: -0.2777 (-0.2788) time: 0.7525 data: 0.0002 max mem: 29860 [13:50:04.916106] Epoch: [352] [1960/2904] eta: 0:11:54 lr: 0.001530 loss: 0.1811 (0.1884) loss_rec_all: 0.2070 (0.2144) loss_rec_sfr: 0.2653 (0.2739) loss_cl: -0.2789 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [13:50:19.825014] Epoch: [352] [1980/2904] eta: 0:11:39 lr: 0.001530 loss: 0.1765 (0.1883) loss_rec_all: 0.2025 (0.2143) loss_rec_sfr: 0.2568 (0.2737) loss_cl: -0.2795 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [13:50:34.731953] Epoch: [352] [2000/2904] eta: 0:11:23 lr: 0.001530 loss: 0.1800 (0.1884) loss_rec_all: 0.2060 (0.2143) loss_rec_sfr: 0.2642 (0.2738) loss_cl: -0.2794 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [13:50:49.638733] Epoch: [352] [2020/2904] eta: 0:11:08 lr: 0.001530 loss: 0.1802 (0.1884) loss_rec_all: 0.2062 (0.2143) loss_rec_sfr: 0.2527 (0.2738) loss_cl: -0.2790 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [13:51:04.547160] Epoch: [352] [2040/2904] eta: 0:10:53 lr: 0.001530 loss: 0.1784 (0.1884) loss_rec_all: 0.2049 (0.2144) loss_rec_sfr: 0.2632 (0.2739) loss_cl: -0.2786 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [13:51:19.457093] Epoch: [352] [2060/2904] eta: 0:10:38 lr: 0.001530 loss: 0.1777 (0.1883) loss_rec_all: 0.2042 (0.2143) loss_rec_sfr: 0.2149 (0.2736) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [13:51:34.367074] Epoch: [352] [2080/2904] eta: 0:10:23 lr: 0.001529 loss: 0.1793 (0.1884) loss_rec_all: 0.2057 (0.2143) loss_rec_sfr: 0.2595 (0.2735) loss_cl: -0.2794 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [13:51:49.273157] Epoch: [352] [2100/2904] eta: 0:10:07 lr: 0.001529 loss: 0.1805 (0.1883) loss_rec_all: 0.2069 (0.2143) loss_rec_sfr: 0.2501 (0.2734) loss_cl: -0.2799 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [13:52:04.179350] Epoch: [352] [2120/2904] eta: 0:09:52 lr: 0.001529 loss: 0.1788 (0.1883) loss_rec_all: 0.2054 (0.2143) loss_rec_sfr: 0.2589 (0.2734) loss_cl: -0.2795 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [13:52:19.086373] Epoch: [352] [2140/2904] eta: 0:09:37 lr: 0.001529 loss: 0.1811 (0.1884) loss_rec_all: 0.2071 (0.2144) loss_rec_sfr: 0.2717 (0.2736) loss_cl: -0.2788 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [13:52:33.991534] Epoch: [352] [2160/2904] eta: 0:09:22 lr: 0.001529 loss: 0.1767 (0.1884) loss_rec_all: 0.2029 (0.2144) loss_rec_sfr: 0.2665 (0.2738) loss_cl: -0.2796 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [13:52:48.900360] Epoch: [352] [2180/2904] eta: 0:09:07 lr: 0.001529 loss: 0.1790 (0.1884) loss_rec_all: 0.2055 (0.2144) loss_rec_sfr: 0.2522 (0.2737) loss_cl: -0.2788 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [13:53:03.824566] Epoch: [352] [2200/2904] eta: 0:08:51 lr: 0.001529 loss: 0.1891 (0.1885) loss_rec_all: 0.2152 (0.2145) loss_rec_sfr: 0.2622 (0.2739) loss_cl: -0.2780 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [13:53:18.740167] Epoch: [352] [2220/2904] eta: 0:08:36 lr: 0.001529 loss: 0.1784 (0.1885) loss_rec_all: 0.2043 (0.2145) loss_rec_sfr: 0.2579 (0.2740) loss_cl: -0.2779 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [13:53:33.652532] Epoch: [352] [2240/2904] eta: 0:08:21 lr: 0.001529 loss: 0.1800 (0.1885) loss_rec_all: 0.2062 (0.2145) loss_rec_sfr: 0.2583 (0.2741) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [13:53:48.564528] Epoch: [352] [2260/2904] eta: 0:08:06 lr: 0.001529 loss: 0.1801 (0.1885) loss_rec_all: 0.2062 (0.2145) loss_rec_sfr: 0.2553 (0.2741) loss_cl: -0.2794 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [13:54:03.477172] Epoch: [352] [2280/2904] eta: 0:07:51 lr: 0.001529 loss: 0.1762 (0.1885) loss_rec_all: 0.2028 (0.2145) loss_rec_sfr: 0.2525 (0.2741) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [13:54:18.384378] Epoch: [352] [2300/2904] eta: 0:07:36 lr: 0.001529 loss: 0.1769 (0.1885) loss_rec_all: 0.2030 (0.2145) loss_rec_sfr: 0.2545 (0.2742) loss_cl: -0.2793 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [13:54:33.294599] Epoch: [352] [2320/2904] eta: 0:07:20 lr: 0.001529 loss: 0.1775 (0.1885) loss_rec_all: 0.2039 (0.2145) loss_rec_sfr: 0.2514 (0.2742) loss_cl: -0.2790 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [13:54:48.201865] Epoch: [352] [2340/2904] eta: 0:07:05 lr: 0.001529 loss: 0.1867 (0.1886) loss_rec_all: 0.2127 (0.2146) loss_rec_sfr: 0.2637 (0.2744) loss_cl: -0.2794 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [13:55:03.111905] Epoch: [352] [2360/2904] eta: 0:06:50 lr: 0.001529 loss: 0.1791 (0.1886) loss_rec_all: 0.2056 (0.2146) loss_rec_sfr: 0.2519 (0.2745) loss_cl: -0.2794 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [13:55:18.021726] Epoch: [352] [2380/2904] eta: 0:06:35 lr: 0.001529 loss: 0.1812 (0.1886) loss_rec_all: 0.2071 (0.2146) loss_rec_sfr: 0.2596 (0.2745) loss_cl: -0.2782 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [13:55:32.928962] Epoch: [352] [2400/2904] eta: 0:06:20 lr: 0.001529 loss: 0.1772 (0.1887) loss_rec_all: 0.2033 (0.2146) loss_rec_sfr: 0.2637 (0.2747) loss_cl: -0.2789 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [13:55:47.859733] Epoch: [352] [2420/2904] eta: 0:06:05 lr: 0.001529 loss: 0.1828 (0.1886) loss_rec_all: 0.2087 (0.2146) loss_rec_sfr: 0.2597 (0.2746) loss_cl: -0.2785 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [13:56:02.766810] Epoch: [352] [2440/2904] eta: 0:05:50 lr: 0.001529 loss: 0.1756 (0.1886) loss_rec_all: 0.2015 (0.2145) loss_rec_sfr: 0.2283 (0.2744) loss_cl: -0.2789 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [13:56:17.673068] Epoch: [352] [2460/2904] eta: 0:05:34 lr: 0.001529 loss: 0.1806 (0.1886) loss_rec_all: 0.2064 (0.2146) loss_rec_sfr: 0.2626 (0.2745) loss_cl: -0.2786 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [13:56:32.573689] Epoch: [352] [2480/2904] eta: 0:05:19 lr: 0.001529 loss: 0.1808 (0.1887) loss_rec_all: 0.2068 (0.2146) loss_rec_sfr: 0.2689 (0.2748) loss_cl: -0.2786 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [13:56:47.483439] Epoch: [352] [2500/2904] eta: 0:05:04 lr: 0.001529 loss: 0.1883 (0.1888) loss_rec_all: 0.2144 (0.2147) loss_rec_sfr: 0.2578 (0.2749) loss_cl: -0.2783 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [13:57:02.393052] Epoch: [352] [2520/2904] eta: 0:04:49 lr: 0.001529 loss: 0.1775 (0.1887) loss_rec_all: 0.2035 (0.2147) loss_rec_sfr: 0.2524 (0.2747) loss_cl: -0.2797 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [13:57:17.305974] Epoch: [352] [2540/2904] eta: 0:04:34 lr: 0.001529 loss: 0.1803 (0.1887) loss_rec_all: 0.2067 (0.2146) loss_rec_sfr: 0.2600 (0.2747) loss_cl: -0.2797 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [13:57:32.218403] Epoch: [352] [2560/2904] eta: 0:04:19 lr: 0.001529 loss: 0.1840 (0.1887) loss_rec_all: 0.2100 (0.2146) loss_rec_sfr: 0.2608 (0.2746) loss_cl: -0.2791 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [13:57:47.125149] Epoch: [352] [2580/2904] eta: 0:04:04 lr: 0.001529 loss: 0.1801 (0.1886) loss_rec_all: 0.2059 (0.2146) loss_rec_sfr: 0.2584 (0.2745) loss_cl: -0.2781 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [13:58:02.034477] Epoch: [352] [2600/2904] eta: 0:03:49 lr: 0.001529 loss: 0.1847 (0.1887) loss_rec_all: 0.2106 (0.2147) loss_rec_sfr: 0.2651 (0.2747) loss_cl: -0.2789 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [13:58:16.945968] Epoch: [352] [2620/2904] eta: 0:03:34 lr: 0.001529 loss: 0.1763 (0.1887) loss_rec_all: 0.2024 (0.2147) loss_rec_sfr: 0.2626 (0.2748) loss_cl: -0.2791 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [13:58:31.855716] Epoch: [352] [2640/2904] eta: 0:03:19 lr: 0.001529 loss: 0.1769 (0.1887) loss_rec_all: 0.2033 (0.2147) loss_rec_sfr: 0.2215 (0.2749) loss_cl: -0.2795 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [13:58:46.767809] Epoch: [352] [2660/2904] eta: 0:03:03 lr: 0.001529 loss: 0.1808 (0.1888) loss_rec_all: 0.2070 (0.2148) loss_rec_sfr: 0.2658 (0.2752) loss_cl: -0.2783 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [13:59:01.675873] Epoch: [352] [2680/2904] eta: 0:02:48 lr: 0.001528 loss: 0.1795 (0.1888) loss_rec_all: 0.2054 (0.2148) loss_rec_sfr: 0.2576 (0.2752) loss_cl: -0.2786 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [13:59:16.580985] Epoch: [352] [2700/2904] eta: 0:02:33 lr: 0.001528 loss: 0.1751 (0.1888) loss_rec_all: 0.2011 (0.2147) loss_rec_sfr: 0.2524 (0.2752) loss_cl: -0.2786 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [13:59:31.490416] Epoch: [352] [2720/2904] eta: 0:02:18 lr: 0.001528 loss: 0.1809 (0.1888) loss_rec_all: 0.2069 (0.2147) loss_rec_sfr: 0.2572 (0.2752) loss_cl: -0.2786 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [13:59:46.399284] Epoch: [352] [2740/2904] eta: 0:02:03 lr: 0.001528 loss: 0.1821 (0.1888) loss_rec_all: 0.2081 (0.2147) loss_rec_sfr: 0.2634 (0.2752) loss_cl: -0.2781 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [14:00:01.308160] Epoch: [352] [2760/2904] eta: 0:01:48 lr: 0.001528 loss: 0.1735 (0.1887) loss_rec_all: 0.1997 (0.2147) loss_rec_sfr: 0.2562 (0.2752) loss_cl: -0.2789 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [14:00:16.223969] Epoch: [352] [2780/2904] eta: 0:01:33 lr: 0.001528 loss: 0.1785 (0.1887) loss_rec_all: 0.2051 (0.2146) loss_rec_sfr: 0.2538 (0.2750) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [14:00:31.132867] Epoch: [352] [2800/2904] eta: 0:01:18 lr: 0.001528 loss: 0.1758 (0.1887) loss_rec_all: 0.2019 (0.2146) loss_rec_sfr: 0.2436 (0.2750) loss_cl: -0.2786 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [14:00:46.037709] Epoch: [352] [2820/2904] eta: 0:01:03 lr: 0.001528 loss: 0.1814 (0.1887) loss_rec_all: 0.2075 (0.2146) loss_rec_sfr: 0.2558 (0.2749) loss_cl: -0.2793 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [14:01:00.977167] Epoch: [352] [2840/2904] eta: 0:00:48 lr: 0.001528 loss: 0.1771 (0.1887) loss_rec_all: 0.2033 (0.2147) loss_rec_sfr: 0.2619 (0.2750) loss_cl: -0.2793 (-0.2788) time: 0.7469 data: 0.0023 max mem: 29860 [14:01:15.873676] Epoch: [352] [2860/2904] eta: 0:00:33 lr: 0.001528 loss: 0.1827 (0.1888) loss_rec_all: 0.2085 (0.2147) loss_rec_sfr: 0.2677 (0.2752) loss_cl: -0.2788 (-0.2788) time: 0.7448 data: 0.0001 max mem: 29860 [14:01:30.771837] Epoch: [352] [2880/2904] eta: 0:00:18 lr: 0.001528 loss: 0.1803 (0.1888) loss_rec_all: 0.2065 (0.2147) loss_rec_sfr: 0.2616 (0.2753) loss_cl: -0.2785 (-0.2788) time: 0.7449 data: 0.0001 max mem: 29860 [14:01:45.661837] Epoch: [352] [2900/2904] eta: 0:00:03 lr: 0.001528 loss: 0.1775 (0.1888) loss_rec_all: 0.2038 (0.2148) loss_rec_sfr: 0.2592 (0.2754) loss_cl: -0.2790 (-0.2788) time: 0.7445 data: 0.0001 max mem: 29860 [14:01:47.902127] Epoch: [352] [2903/2904] eta: 0:00:00 lr: 0.001528 loss: 0.1775 (0.1888) loss_rec_all: 0.2038 (0.2148) loss_rec_sfr: 0.2562 (0.2754) loss_cl: -0.2790 (-0.2788) time: 0.7445 data: 0.0001 max mem: 29860 [14:01:49.996951] Epoch: [352] Total time: 0:36:29 (0.7538 s / it) [14:01:50.003745] Averaged stats: lr: 0.001528 loss: 0.1775 (0.1910) loss_rec_all: 0.2038 (0.2146) loss_rec_sfr: 0.2562 (0.2754) loss_cl: -0.2790 (-0.2556) [14:01:50.008546] log_dir: ./checkpoint/VF2_ViT-B [14:02:05.990179] Epoch: [353] [ 0/2904] eta: 12:53:28 lr: 0.001528 loss: 0.1706 (0.1706) loss_rec_all: 0.1971 (0.1971) loss_rec_sfr: 0.2066 (0.2066) loss_cl: -0.2794 (-0.2794) time: 15.9807 data: 12.1396 max mem: 29860 [14:02:23.263822] Epoch: [353] [ 20/2904] eta: 1:16:06 lr: 0.001528 loss: 0.1790 (0.1855) loss_rec_all: 0.2054 (0.2115) loss_rec_sfr: 0.2569 (0.2689) loss_cl: -0.2790 (-0.2791) time: 0.8636 data: 0.0469 max mem: 29860 [14:02:38.171700] Epoch: [353] [ 40/2904] eta: 0:56:04 lr: 0.001528 loss: 0.1777 (0.1851) loss_rec_all: 0.2039 (0.2111) loss_rec_sfr: 0.2587 (0.2696) loss_cl: -0.2788 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [14:02:53.082902] Epoch: [353] [ 60/2904] eta: 0:49:00 lr: 0.001528 loss: 0.1749 (0.1843) loss_rec_all: 0.2008 (0.2104) loss_rec_sfr: 0.2577 (0.2664) loss_cl: -0.2785 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [14:03:08.006633] Epoch: [353] [ 80/2904] eta: 0:45:19 lr: 0.001528 loss: 0.1768 (0.1833) loss_rec_all: 0.2030 (0.2093) loss_rec_sfr: 0.2498 (0.2613) loss_cl: -0.2794 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [14:03:22.935160] Epoch: [353] [ 100/2904] eta: 0:42:59 lr: 0.001528 loss: 0.1780 (0.1834) loss_rec_all: 0.2038 (0.2095) loss_rec_sfr: 0.2682 (0.2632) loss_cl: -0.2788 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [14:03:37.881208] Epoch: [353] [ 120/2904] eta: 0:41:21 lr: 0.001528 loss: 0.1763 (0.1841) loss_rec_all: 0.2027 (0.2101) loss_rec_sfr: 0.2519 (0.2649) loss_cl: -0.2795 (-0.2789) time: 0.7473 data: 0.0002 max mem: 29860 [14:03:52.821766] Epoch: [353] [ 140/2904] eta: 0:40:07 lr: 0.001528 loss: 0.1838 (0.1855) loss_rec_all: 0.2099 (0.2115) loss_rec_sfr: 0.2587 (0.2695) loss_cl: -0.2793 (-0.2789) time: 0.7470 data: 0.0002 max mem: 29860 [14:04:07.780686] Epoch: [353] [ 160/2904] eta: 0:39:07 lr: 0.001528 loss: 0.1768 (0.1844) loss_rec_all: 0.2028 (0.2104) loss_rec_sfr: 0.2234 (0.2648) loss_cl: -0.2785 (-0.2789) time: 0.7479 data: 0.0002 max mem: 29860 [14:04:22.697405] Epoch: [353] [ 180/2904] eta: 0:38:17 lr: 0.001528 loss: 0.1797 (0.1853) loss_rec_all: 0.2056 (0.2113) loss_rec_sfr: 0.2607 (0.2678) loss_cl: -0.2786 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [14:04:37.610918] Epoch: [353] [ 200/2904] eta: 0:37:34 lr: 0.001528 loss: 0.1765 (0.1850) loss_rec_all: 0.2027 (0.2110) loss_rec_sfr: 0.2566 (0.2665) loss_cl: -0.2805 (-0.2790) time: 0.7456 data: 0.0002 max mem: 29860 [14:04:52.517526] Epoch: [353] [ 220/2904] eta: 0:36:56 lr: 0.001528 loss: 0.1804 (0.1856) loss_rec_all: 0.2064 (0.2116) loss_rec_sfr: 0.2554 (0.2676) loss_cl: -0.2793 (-0.2790) time: 0.7453 data: 0.0002 max mem: 29860 [14:05:07.427210] Epoch: [353] [ 240/2904] eta: 0:36:22 lr: 0.001528 loss: 0.1754 (0.1856) loss_rec_all: 0.2014 (0.2116) loss_rec_sfr: 0.2557 (0.2679) loss_cl: -0.2783 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [14:05:22.336856] Epoch: [353] [ 260/2904] eta: 0:35:50 lr: 0.001528 loss: 0.1771 (0.1860) loss_rec_all: 0.2031 (0.2120) loss_rec_sfr: 0.2597 (0.2693) loss_cl: -0.2787 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [14:05:37.265018] Epoch: [353] [ 280/2904] eta: 0:35:22 lr: 0.001528 loss: 0.1807 (0.1860) loss_rec_all: 0.2070 (0.2120) loss_rec_sfr: 0.2567 (0.2690) loss_cl: -0.2782 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [14:05:52.177624] Epoch: [353] [ 300/2904] eta: 0:34:54 lr: 0.001528 loss: 0.1799 (0.1862) loss_rec_all: 0.2059 (0.2122) loss_rec_sfr: 0.2624 (0.2694) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [14:06:07.109388] Epoch: [353] [ 320/2904] eta: 0:34:29 lr: 0.001528 loss: 0.1781 (0.1864) loss_rec_all: 0.2046 (0.2124) loss_rec_sfr: 0.2573 (0.2702) loss_cl: -0.2794 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [14:06:22.019407] Epoch: [353] [ 340/2904] eta: 0:34:05 lr: 0.001528 loss: 0.1799 (0.1867) loss_rec_all: 0.2060 (0.2126) loss_rec_sfr: 0.2607 (0.2716) loss_cl: -0.2790 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [14:06:36.925712] Epoch: [353] [ 360/2904] eta: 0:33:41 lr: 0.001528 loss: 0.1783 (0.1868) loss_rec_all: 0.2050 (0.2127) loss_rec_sfr: 0.2590 (0.2720) loss_cl: -0.2789 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [14:06:51.828716] Epoch: [353] [ 380/2904] eta: 0:33:19 lr: 0.001527 loss: 0.1771 (0.1868) loss_rec_all: 0.2032 (0.2128) loss_rec_sfr: 0.2580 (0.2720) loss_cl: -0.2792 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [14:07:06.738116] Epoch: [353] [ 400/2904] eta: 0:32:57 lr: 0.001527 loss: 0.1796 (0.1869) loss_rec_all: 0.2056 (0.2129) loss_rec_sfr: 0.2556 (0.2717) loss_cl: -0.2791 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [14:07:21.642593] Epoch: [353] [ 420/2904] eta: 0:32:36 lr: 0.001527 loss: 0.1742 (0.1863) loss_rec_all: 0.2007 (0.2123) loss_rec_sfr: 0.2143 (0.2696) loss_cl: -0.2788 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [14:07:36.551553] Epoch: [353] [ 440/2904] eta: 0:32:16 lr: 0.001527 loss: 0.1799 (0.1863) loss_rec_all: 0.2060 (0.2123) loss_rec_sfr: 0.2591 (0.2697) loss_cl: -0.2782 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [14:07:51.463704] Epoch: [353] [ 460/2904] eta: 0:31:56 lr: 0.001527 loss: 0.1799 (0.1864) loss_rec_all: 0.2063 (0.2124) loss_rec_sfr: 0.2558 (0.2698) loss_cl: -0.2790 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [14:08:06.376520] Epoch: [353] [ 480/2904] eta: 0:31:36 lr: 0.001527 loss: 0.1839 (0.1866) loss_rec_all: 0.2099 (0.2126) loss_rec_sfr: 0.2569 (0.2704) loss_cl: -0.2787 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [14:08:21.288172] Epoch: [353] [ 500/2904] eta: 0:31:17 lr: 0.001527 loss: 0.1835 (0.1870) loss_rec_all: 0.2095 (0.2130) loss_rec_sfr: 0.2544 (0.2716) loss_cl: -0.2782 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [14:08:36.199219] Epoch: [353] [ 520/2904] eta: 0:30:58 lr: 0.001527 loss: 0.1777 (0.1871) loss_rec_all: 0.2042 (0.2131) loss_rec_sfr: 0.2249 (0.2717) loss_cl: -0.2795 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [14:08:51.106055] Epoch: [353] [ 540/2904] eta: 0:30:39 lr: 0.001527 loss: 0.1809 (0.1874) loss_rec_all: 0.2070 (0.2133) loss_rec_sfr: 0.2575 (0.2723) loss_cl: -0.2793 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [14:09:06.007493] Epoch: [353] [ 560/2904] eta: 0:30:21 lr: 0.001527 loss: 0.1789 (0.1876) loss_rec_all: 0.2050 (0.2136) loss_rec_sfr: 0.2594 (0.2728) loss_cl: -0.2793 (-0.2789) time: 0.7450 data: 0.0002 max mem: 29860 [14:09:20.912852] Epoch: [353] [ 580/2904] eta: 0:30:03 lr: 0.001527 loss: 0.1788 (0.1876) loss_rec_all: 0.2048 (0.2136) loss_rec_sfr: 0.2299 (0.2729) loss_cl: -0.2791 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [14:09:35.814175] Epoch: [353] [ 600/2904] eta: 0:29:45 lr: 0.001527 loss: 0.1842 (0.1876) loss_rec_all: 0.2102 (0.2136) loss_rec_sfr: 0.2528 (0.2726) loss_cl: -0.2787 (-0.2789) time: 0.7450 data: 0.0002 max mem: 29860 [14:09:50.718124] Epoch: [353] [ 620/2904] eta: 0:29:27 lr: 0.001527 loss: 0.1793 (0.1875) loss_rec_all: 0.2052 (0.2135) loss_rec_sfr: 0.2577 (0.2724) loss_cl: -0.2790 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [14:10:05.630522] Epoch: [353] [ 640/2904] eta: 0:29:10 lr: 0.001527 loss: 0.1784 (0.1874) loss_rec_all: 0.2048 (0.2134) loss_rec_sfr: 0.2554 (0.2720) loss_cl: -0.2791 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [14:10:20.543661] Epoch: [353] [ 660/2904] eta: 0:28:53 lr: 0.001527 loss: 0.1815 (0.1875) loss_rec_all: 0.2076 (0.2135) loss_rec_sfr: 0.2574 (0.2719) loss_cl: -0.2787 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [14:10:35.452216] Epoch: [353] [ 680/2904] eta: 0:28:35 lr: 0.001527 loss: 0.1816 (0.1877) loss_rec_all: 0.2078 (0.2136) loss_rec_sfr: 0.2286 (0.2721) loss_cl: -0.2789 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [14:10:50.366724] Epoch: [353] [ 700/2904] eta: 0:28:18 lr: 0.001527 loss: 0.1800 (0.1876) loss_rec_all: 0.2061 (0.2136) loss_rec_sfr: 0.2486 (0.2719) loss_cl: -0.2790 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [14:11:05.279000] Epoch: [353] [ 720/2904] eta: 0:28:01 lr: 0.001527 loss: 0.1767 (0.1875) loss_rec_all: 0.2032 (0.2135) loss_rec_sfr: 0.2538 (0.2715) loss_cl: -0.2790 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [14:11:20.188754] Epoch: [353] [ 740/2904] eta: 0:27:45 lr: 0.001527 loss: 0.1757 (0.1873) loss_rec_all: 0.2022 (0.2133) loss_rec_sfr: 0.2228 (0.2706) loss_cl: -0.2790 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [14:11:35.098635] Epoch: [353] [ 760/2904] eta: 0:27:28 lr: 0.001527 loss: 0.1819 (0.1876) loss_rec_all: 0.2080 (0.2136) loss_rec_sfr: 0.2632 (0.2717) loss_cl: -0.2782 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [14:11:50.010665] Epoch: [353] [ 780/2904] eta: 0:27:11 lr: 0.001527 loss: 0.1785 (0.1877) loss_rec_all: 0.2048 (0.2137) loss_rec_sfr: 0.2592 (0.2721) loss_cl: -0.2786 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [14:12:04.918077] Epoch: [353] [ 800/2904] eta: 0:26:55 lr: 0.001527 loss: 0.1747 (0.1877) loss_rec_all: 0.2008 (0.2137) loss_rec_sfr: 0.2606 (0.2721) loss_cl: -0.2790 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [14:12:19.849747] Epoch: [353] [ 820/2904] eta: 0:26:38 lr: 0.001527 loss: 0.1770 (0.1877) loss_rec_all: 0.2035 (0.2137) loss_rec_sfr: 0.2524 (0.2719) loss_cl: -0.2787 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [14:12:34.762943] Epoch: [353] [ 840/2904] eta: 0:26:22 lr: 0.001527 loss: 0.1776 (0.1876) loss_rec_all: 0.2037 (0.2136) loss_rec_sfr: 0.2580 (0.2715) loss_cl: -0.2793 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [14:12:49.666910] Epoch: [353] [ 860/2904] eta: 0:26:05 lr: 0.001527 loss: 0.1802 (0.1877) loss_rec_all: 0.2062 (0.2137) loss_rec_sfr: 0.2563 (0.2718) loss_cl: -0.2788 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [14:13:04.571004] Epoch: [353] [ 880/2904] eta: 0:25:49 lr: 0.001527 loss: 0.1836 (0.1879) loss_rec_all: 0.2096 (0.2139) loss_rec_sfr: 0.2633 (0.2725) loss_cl: -0.2787 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [14:13:19.470171] Epoch: [353] [ 900/2904] eta: 0:25:33 lr: 0.001527 loss: 0.1806 (0.1881) loss_rec_all: 0.2068 (0.2140) loss_rec_sfr: 0.2498 (0.2728) loss_cl: -0.2780 (-0.2788) time: 0.7449 data: 0.0002 max mem: 29860 [14:13:34.375597] Epoch: [353] [ 920/2904] eta: 0:25:17 lr: 0.001527 loss: 0.1752 (0.1880) loss_rec_all: 0.2014 (0.2139) loss_rec_sfr: 0.2574 (0.2728) loss_cl: -0.2793 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [14:13:49.283372] Epoch: [353] [ 940/2904] eta: 0:25:01 lr: 0.001527 loss: 0.1829 (0.1880) loss_rec_all: 0.2089 (0.2140) loss_rec_sfr: 0.2661 (0.2731) loss_cl: -0.2790 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [14:14:04.185518] Epoch: [353] [ 960/2904] eta: 0:24:45 lr: 0.001527 loss: 0.1758 (0.1878) loss_rec_all: 0.2020 (0.2138) loss_rec_sfr: 0.2571 (0.2724) loss_cl: -0.2788 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [14:14:19.095652] Epoch: [353] [ 980/2904] eta: 0:24:29 lr: 0.001527 loss: 0.1783 (0.1878) loss_rec_all: 0.2043 (0.2138) loss_rec_sfr: 0.2585 (0.2726) loss_cl: -0.2784 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [14:14:34.005957] Epoch: [353] [1000/2904] eta: 0:24:13 lr: 0.001526 loss: 0.1758 (0.1878) loss_rec_all: 0.2024 (0.2138) loss_rec_sfr: 0.2491 (0.2722) loss_cl: -0.2793 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [14:14:48.908013] Epoch: [353] [1020/2904] eta: 0:23:57 lr: 0.001526 loss: 0.1767 (0.1878) loss_rec_all: 0.2032 (0.2137) loss_rec_sfr: 0.2582 (0.2722) loss_cl: -0.2791 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [14:15:03.811540] Epoch: [353] [1040/2904] eta: 0:23:41 lr: 0.001526 loss: 0.1777 (0.1877) loss_rec_all: 0.2038 (0.2137) loss_rec_sfr: 0.2596 (0.2722) loss_cl: -0.2793 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [14:15:18.721746] Epoch: [353] [1060/2904] eta: 0:23:25 lr: 0.001526 loss: 0.1818 (0.1878) loss_rec_all: 0.2079 (0.2137) loss_rec_sfr: 0.2492 (0.2724) loss_cl: -0.2782 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [14:15:33.632925] Epoch: [353] [1080/2904] eta: 0:23:09 lr: 0.001526 loss: 0.1783 (0.1879) loss_rec_all: 0.2044 (0.2139) loss_rec_sfr: 0.2563 (0.2728) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [14:15:48.546549] Epoch: [353] [1100/2904] eta: 0:22:53 lr: 0.001526 loss: 0.1800 (0.1879) loss_rec_all: 0.2064 (0.2139) loss_rec_sfr: 0.2568 (0.2729) loss_cl: -0.2798 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [14:16:03.458653] Epoch: [353] [1120/2904] eta: 0:22:38 lr: 0.001526 loss: 0.1782 (0.1879) loss_rec_all: 0.2048 (0.2138) loss_rec_sfr: 0.2210 (0.2724) loss_cl: -0.2791 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [14:16:18.367310] Epoch: [353] [1140/2904] eta: 0:22:22 lr: 0.001526 loss: 0.1804 (0.1877) loss_rec_all: 0.2063 (0.2137) loss_rec_sfr: 0.2629 (0.2721) loss_cl: -0.2785 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [14:16:33.272324] Epoch: [353] [1160/2904] eta: 0:22:06 lr: 0.001526 loss: 0.1785 (0.1877) loss_rec_all: 0.2048 (0.2137) loss_rec_sfr: 0.2507 (0.2718) loss_cl: -0.2787 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [14:16:48.179826] Epoch: [353] [1180/2904] eta: 0:21:51 lr: 0.001526 loss: 0.1806 (0.1878) loss_rec_all: 0.2068 (0.2138) loss_rec_sfr: 0.2566 (0.2723) loss_cl: -0.2789 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [14:17:03.084514] Epoch: [353] [1200/2904] eta: 0:21:35 lr: 0.001526 loss: 0.1794 (0.1879) loss_rec_all: 0.2055 (0.2139) loss_rec_sfr: 0.2550 (0.2724) loss_cl: -0.2788 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [14:17:17.988935] Epoch: [353] [1220/2904] eta: 0:21:19 lr: 0.001526 loss: 0.1783 (0.1879) loss_rec_all: 0.2045 (0.2139) loss_rec_sfr: 0.2547 (0.2721) loss_cl: -0.2799 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [14:17:32.895873] Epoch: [353] [1240/2904] eta: 0:21:04 lr: 0.001526 loss: 0.1829 (0.1880) loss_rec_all: 0.2089 (0.2139) loss_rec_sfr: 0.2561 (0.2724) loss_cl: -0.2788 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [14:17:47.809245] Epoch: [353] [1260/2904] eta: 0:20:48 lr: 0.001526 loss: 0.1759 (0.1880) loss_rec_all: 0.2025 (0.2139) loss_rec_sfr: 0.2580 (0.2723) loss_cl: -0.2792 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [14:18:02.717403] Epoch: [353] [1280/2904] eta: 0:20:33 lr: 0.001526 loss: 0.1762 (0.1879) loss_rec_all: 0.2027 (0.2139) loss_rec_sfr: 0.2354 (0.2719) loss_cl: -0.2790 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [14:18:17.627013] Epoch: [353] [1300/2904] eta: 0:20:17 lr: 0.001526 loss: 0.1776 (0.1879) loss_rec_all: 0.2038 (0.2139) loss_rec_sfr: 0.2585 (0.2723) loss_cl: -0.2789 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [14:18:32.540720] Epoch: [353] [1320/2904] eta: 0:20:02 lr: 0.001526 loss: 0.1796 (0.1879) loss_rec_all: 0.2059 (0.2139) loss_rec_sfr: 0.2595 (0.2724) loss_cl: -0.2794 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [14:18:47.449727] Epoch: [353] [1340/2904] eta: 0:19:46 lr: 0.001526 loss: 0.1806 (0.1880) loss_rec_all: 0.2067 (0.2139) loss_rec_sfr: 0.2580 (0.2724) loss_cl: -0.2793 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [14:19:02.351564] Epoch: [353] [1360/2904] eta: 0:19:31 lr: 0.001526 loss: 0.1781 (0.1879) loss_rec_all: 0.2042 (0.2139) loss_rec_sfr: 0.2308 (0.2722) loss_cl: -0.2793 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [14:19:17.259571] Epoch: [353] [1380/2904] eta: 0:19:15 lr: 0.001526 loss: 0.1829 (0.1879) loss_rec_all: 0.2090 (0.2139) loss_rec_sfr: 0.2561 (0.2721) loss_cl: -0.2789 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [14:19:32.167101] Epoch: [353] [1400/2904] eta: 0:19:00 lr: 0.001526 loss: 0.1816 (0.1880) loss_rec_all: 0.2075 (0.2140) loss_rec_sfr: 0.2585 (0.2723) loss_cl: -0.2773 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [14:19:47.073830] Epoch: [353] [1420/2904] eta: 0:18:44 lr: 0.001526 loss: 0.1817 (0.1880) loss_rec_all: 0.2076 (0.2140) loss_rec_sfr: 0.2626 (0.2726) loss_cl: -0.2786 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [14:20:01.986602] Epoch: [353] [1440/2904] eta: 0:18:29 lr: 0.001526 loss: 0.1768 (0.1879) loss_rec_all: 0.2031 (0.2139) loss_rec_sfr: 0.2261 (0.2723) loss_cl: -0.2800 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [14:20:16.897719] Epoch: [353] [1460/2904] eta: 0:18:13 lr: 0.001526 loss: 0.1788 (0.1880) loss_rec_all: 0.2052 (0.2140) loss_rec_sfr: 0.2671 (0.2727) loss_cl: -0.2790 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [14:20:31.811293] Epoch: [353] [1480/2904] eta: 0:17:58 lr: 0.001526 loss: 0.1785 (0.1881) loss_rec_all: 0.2044 (0.2141) loss_rec_sfr: 0.2574 (0.2730) loss_cl: -0.2780 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [14:20:46.727494] Epoch: [353] [1500/2904] eta: 0:17:43 lr: 0.001526 loss: 0.1806 (0.1882) loss_rec_all: 0.2064 (0.2141) loss_rec_sfr: 0.2600 (0.2732) loss_cl: -0.2783 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [14:21:01.648593] Epoch: [353] [1520/2904] eta: 0:17:27 lr: 0.001526 loss: 0.1773 (0.1882) loss_rec_all: 0.2039 (0.2141) loss_rec_sfr: 0.2562 (0.2733) loss_cl: -0.2791 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [14:21:16.566302] Epoch: [353] [1540/2904] eta: 0:17:12 lr: 0.001526 loss: 0.1905 (0.1883) loss_rec_all: 0.2166 (0.2143) loss_rec_sfr: 0.2583 (0.2738) loss_cl: -0.2796 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [14:21:31.481924] Epoch: [353] [1560/2904] eta: 0:16:57 lr: 0.001526 loss: 0.1793 (0.1884) loss_rec_all: 0.2055 (0.2144) loss_rec_sfr: 0.2624 (0.2742) loss_cl: -0.2795 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [14:21:46.392931] Epoch: [353] [1580/2904] eta: 0:16:41 lr: 0.001526 loss: 0.1762 (0.1883) loss_rec_all: 0.2021 (0.2143) loss_rec_sfr: 0.2624 (0.2740) loss_cl: -0.2789 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [14:22:01.306711] Epoch: [353] [1600/2904] eta: 0:16:26 lr: 0.001525 loss: 0.1764 (0.1883) loss_rec_all: 0.2030 (0.2143) loss_rec_sfr: 0.2601 (0.2740) loss_cl: -0.2783 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [14:22:16.227769] Epoch: [353] [1620/2904] eta: 0:16:11 lr: 0.001525 loss: 0.1820 (0.1884) loss_rec_all: 0.2082 (0.2144) loss_rec_sfr: 0.2548 (0.2744) loss_cl: -0.2788 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [14:22:31.140128] Epoch: [353] [1640/2904] eta: 0:15:55 lr: 0.001525 loss: 0.1828 (0.1886) loss_rec_all: 0.2088 (0.2145) loss_rec_sfr: 0.2665 (0.2748) loss_cl: -0.2792 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [14:22:46.061261] Epoch: [353] [1660/2904] eta: 0:15:40 lr: 0.001525 loss: 0.1800 (0.1886) loss_rec_all: 0.2061 (0.2146) loss_rec_sfr: 0.2615 (0.2750) loss_cl: -0.2798 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [14:23:00.966323] Epoch: [353] [1680/2904] eta: 0:15:25 lr: 0.001525 loss: 0.1792 (0.1886) loss_rec_all: 0.2053 (0.2146) loss_rec_sfr: 0.2534 (0.2750) loss_cl: -0.2796 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [14:23:15.877323] Epoch: [353] [1700/2904] eta: 0:15:10 lr: 0.001525 loss: 0.1771 (0.1886) loss_rec_all: 0.2031 (0.2146) loss_rec_sfr: 0.2632 (0.2751) loss_cl: -0.2783 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [14:23:30.783993] Epoch: [353] [1720/2904] eta: 0:14:54 lr: 0.001525 loss: 0.1792 (0.1886) loss_rec_all: 0.2057 (0.2146) loss_rec_sfr: 0.2691 (0.2754) loss_cl: -0.2779 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [14:23:45.694533] Epoch: [353] [1740/2904] eta: 0:14:39 lr: 0.001525 loss: 0.1764 (0.1886) loss_rec_all: 0.2028 (0.2146) loss_rec_sfr: 0.2485 (0.2752) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [14:24:00.601141] Epoch: [353] [1760/2904] eta: 0:14:24 lr: 0.001525 loss: 0.1743 (0.1885) loss_rec_all: 0.2006 (0.2145) loss_rec_sfr: 0.2557 (0.2750) loss_cl: -0.2791 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [14:24:15.511350] Epoch: [353] [1780/2904] eta: 0:14:09 lr: 0.001525 loss: 0.1748 (0.1886) loss_rec_all: 0.2013 (0.2145) loss_rec_sfr: 0.2492 (0.2750) loss_cl: -0.2799 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [14:24:30.419320] Epoch: [353] [1800/2904] eta: 0:13:53 lr: 0.001525 loss: 0.1827 (0.1886) loss_rec_all: 0.2086 (0.2146) loss_rec_sfr: 0.2627 (0.2752) loss_cl: -0.2784 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [14:24:45.325384] Epoch: [353] [1820/2904] eta: 0:13:38 lr: 0.001525 loss: 0.1801 (0.1887) loss_rec_all: 0.2059 (0.2146) loss_rec_sfr: 0.2566 (0.2753) loss_cl: -0.2785 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [14:25:00.233253] Epoch: [353] [1840/2904] eta: 0:13:23 lr: 0.001525 loss: 0.1841 (0.1887) loss_rec_all: 0.2099 (0.2146) loss_rec_sfr: 0.2555 (0.2753) loss_cl: -0.2785 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [14:25:15.145014] Epoch: [353] [1860/2904] eta: 0:13:08 lr: 0.001525 loss: 0.1793 (0.1886) loss_rec_all: 0.2057 (0.2146) loss_rec_sfr: 0.2595 (0.2753) loss_cl: -0.2787 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [14:25:30.054342] Epoch: [353] [1880/2904] eta: 0:12:53 lr: 0.001525 loss: 0.1765 (0.1886) loss_rec_all: 0.2031 (0.2146) loss_rec_sfr: 0.2205 (0.2751) loss_cl: -0.2789 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [14:25:44.966095] Epoch: [353] [1900/2904] eta: 0:12:37 lr: 0.001525 loss: 0.1776 (0.1886) loss_rec_all: 0.2041 (0.2146) loss_rec_sfr: 0.2459 (0.2750) loss_cl: -0.2790 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [14:25:59.878649] Epoch: [353] [1920/2904] eta: 0:12:22 lr: 0.001525 loss: 0.1762 (0.1886) loss_rec_all: 0.2025 (0.2146) loss_rec_sfr: 0.2275 (0.2750) loss_cl: -0.2787 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [14:26:14.784331] Epoch: [353] [1940/2904] eta: 0:12:07 lr: 0.001525 loss: 0.1756 (0.1886) loss_rec_all: 0.2020 (0.2145) loss_rec_sfr: 0.2612 (0.2748) loss_cl: -0.2785 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [14:26:29.691394] Epoch: [353] [1960/2904] eta: 0:11:52 lr: 0.001525 loss: 0.1770 (0.1886) loss_rec_all: 0.2030 (0.2145) loss_rec_sfr: 0.2542 (0.2748) loss_cl: -0.2788 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [14:26:44.596813] Epoch: [353] [1980/2904] eta: 0:11:37 lr: 0.001525 loss: 0.1801 (0.1885) loss_rec_all: 0.2060 (0.2145) loss_rec_sfr: 0.2521 (0.2747) loss_cl: -0.2785 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [14:26:59.503188] Epoch: [353] [2000/2904] eta: 0:11:21 lr: 0.001525 loss: 0.1793 (0.1885) loss_rec_all: 0.2059 (0.2145) loss_rec_sfr: 0.2483 (0.2747) loss_cl: -0.2786 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [14:27:14.411499] Epoch: [353] [2020/2904] eta: 0:11:06 lr: 0.001525 loss: 0.1781 (0.1885) loss_rec_all: 0.2042 (0.2145) loss_rec_sfr: 0.2542 (0.2745) loss_cl: -0.2789 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [14:27:29.321510] Epoch: [353] [2040/2904] eta: 0:10:51 lr: 0.001525 loss: 0.1830 (0.1885) loss_rec_all: 0.2090 (0.2145) loss_rec_sfr: 0.2596 (0.2747) loss_cl: -0.2795 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [14:27:44.231394] Epoch: [353] [2060/2904] eta: 0:10:36 lr: 0.001525 loss: 0.1778 (0.1885) loss_rec_all: 0.2039 (0.2145) loss_rec_sfr: 0.2553 (0.2747) loss_cl: -0.2789 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [14:27:59.136632] Epoch: [353] [2080/2904] eta: 0:10:21 lr: 0.001525 loss: 0.1787 (0.1885) loss_rec_all: 0.2047 (0.2145) loss_rec_sfr: 0.2634 (0.2748) loss_cl: -0.2788 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [14:28:14.040058] Epoch: [353] [2100/2904] eta: 0:10:06 lr: 0.001525 loss: 0.1760 (0.1885) loss_rec_all: 0.2021 (0.2145) loss_rec_sfr: 0.2577 (0.2748) loss_cl: -0.2790 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [14:28:28.945364] Epoch: [353] [2120/2904] eta: 0:09:50 lr: 0.001525 loss: 0.1774 (0.1884) loss_rec_all: 0.2036 (0.2144) loss_rec_sfr: 0.2548 (0.2746) loss_cl: -0.2788 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [14:28:43.851464] Epoch: [353] [2140/2904] eta: 0:09:35 lr: 0.001525 loss: 0.1778 (0.1885) loss_rec_all: 0.2041 (0.2144) loss_rec_sfr: 0.2572 (0.2747) loss_cl: -0.2786 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [14:28:58.757116] Epoch: [353] [2160/2904] eta: 0:09:20 lr: 0.001525 loss: 0.1751 (0.1884) loss_rec_all: 0.2017 (0.2144) loss_rec_sfr: 0.2293 (0.2744) loss_cl: -0.2795 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [14:29:13.663232] Epoch: [353] [2180/2904] eta: 0:09:05 lr: 0.001525 loss: 0.1767 (0.1884) loss_rec_all: 0.2028 (0.2143) loss_rec_sfr: 0.2485 (0.2743) loss_cl: -0.2788 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [14:29:28.566361] Epoch: [353] [2200/2904] eta: 0:08:50 lr: 0.001524 loss: 0.1812 (0.1884) loss_rec_all: 0.2074 (0.2143) loss_rec_sfr: 0.2569 (0.2744) loss_cl: -0.2795 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [14:29:43.473733] Epoch: [353] [2220/2904] eta: 0:08:35 lr: 0.001524 loss: 0.1792 (0.1884) loss_rec_all: 0.2053 (0.2144) loss_rec_sfr: 0.2613 (0.2744) loss_cl: -0.2790 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [14:29:58.377726] Epoch: [353] [2240/2904] eta: 0:08:20 lr: 0.001524 loss: 0.1799 (0.1884) loss_rec_all: 0.2062 (0.2143) loss_rec_sfr: 0.2543 (0.2742) loss_cl: -0.2790 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [14:30:13.287149] Epoch: [353] [2260/2904] eta: 0:08:05 lr: 0.001524 loss: 0.1748 (0.1883) loss_rec_all: 0.2014 (0.2143) loss_rec_sfr: 0.2269 (0.2741) loss_cl: -0.2799 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [14:30:28.199038] Epoch: [353] [2280/2904] eta: 0:07:50 lr: 0.001524 loss: 0.1767 (0.1884) loss_rec_all: 0.2029 (0.2144) loss_rec_sfr: 0.2684 (0.2744) loss_cl: -0.2790 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [14:30:43.084126] Epoch: [353] [2300/2904] eta: 0:07:34 lr: 0.001524 loss: 0.1801 (0.1884) loss_rec_all: 0.2061 (0.2144) loss_rec_sfr: 0.2589 (0.2744) loss_cl: -0.2785 (-0.2788) time: 0.7442 data: 0.0002 max mem: 29860 [14:30:58.007900] Epoch: [353] [2320/2904] eta: 0:07:19 lr: 0.001524 loss: 0.1809 (0.1884) loss_rec_all: 0.2071 (0.2144) loss_rec_sfr: 0.2508 (0.2744) loss_cl: -0.2786 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [14:31:12.921668] Epoch: [353] [2340/2904] eta: 0:07:04 lr: 0.001524 loss: 0.1804 (0.1885) loss_rec_all: 0.2064 (0.2144) loss_rec_sfr: 0.2631 (0.2746) loss_cl: -0.2781 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [14:31:27.829934] Epoch: [353] [2360/2904] eta: 0:06:49 lr: 0.001524 loss: 0.1788 (0.1884) loss_rec_all: 0.2053 (0.2144) loss_rec_sfr: 0.2541 (0.2745) loss_cl: -0.2785 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [14:31:42.744063] Epoch: [353] [2380/2904] eta: 0:06:34 lr: 0.001524 loss: 0.1774 (0.1885) loss_rec_all: 0.2037 (0.2145) loss_rec_sfr: 0.2622 (0.2748) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [14:31:57.650340] Epoch: [353] [2400/2904] eta: 0:06:19 lr: 0.001524 loss: 0.1806 (0.1886) loss_rec_all: 0.2070 (0.2145) loss_rec_sfr: 0.2630 (0.2750) loss_cl: -0.2796 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [14:32:12.558252] Epoch: [353] [2420/2904] eta: 0:06:04 lr: 0.001524 loss: 0.1775 (0.1885) loss_rec_all: 0.2037 (0.2145) loss_rec_sfr: 0.2609 (0.2749) loss_cl: -0.2792 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [14:32:27.466976] Epoch: [353] [2440/2904] eta: 0:05:49 lr: 0.001524 loss: 0.1851 (0.1886) loss_rec_all: 0.2113 (0.2145) loss_rec_sfr: 0.2581 (0.2751) loss_cl: -0.2788 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [14:32:42.379658] Epoch: [353] [2460/2904] eta: 0:05:34 lr: 0.001524 loss: 0.1780 (0.1886) loss_rec_all: 0.2042 (0.2145) loss_rec_sfr: 0.2477 (0.2750) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [14:32:57.289549] Epoch: [353] [2480/2904] eta: 0:05:19 lr: 0.001524 loss: 0.1770 (0.1885) loss_rec_all: 0.2034 (0.2145) loss_rec_sfr: 0.2610 (0.2748) loss_cl: -0.2793 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [14:33:12.195249] Epoch: [353] [2500/2904] eta: 0:05:04 lr: 0.001524 loss: 0.1776 (0.1885) loss_rec_all: 0.2036 (0.2145) loss_rec_sfr: 0.2611 (0.2749) loss_cl: -0.2789 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [14:33:27.102850] Epoch: [353] [2520/2904] eta: 0:04:48 lr: 0.001524 loss: 0.1781 (0.1885) loss_rec_all: 0.2041 (0.2145) loss_rec_sfr: 0.2630 (0.2749) loss_cl: -0.2787 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [14:33:42.015711] Epoch: [353] [2540/2904] eta: 0:04:33 lr: 0.001524 loss: 0.1799 (0.1885) loss_rec_all: 0.2057 (0.2145) loss_rec_sfr: 0.2603 (0.2749) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [14:33:56.937367] Epoch: [353] [2560/2904] eta: 0:04:18 lr: 0.001524 loss: 0.1831 (0.1886) loss_rec_all: 0.2095 (0.2145) loss_rec_sfr: 0.2639 (0.2752) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [14:34:11.848422] Epoch: [353] [2580/2904] eta: 0:04:03 lr: 0.001524 loss: 0.1780 (0.1886) loss_rec_all: 0.2040 (0.2145) loss_rec_sfr: 0.2399 (0.2751) loss_cl: -0.2794 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [14:34:26.754369] Epoch: [353] [2600/2904] eta: 0:03:48 lr: 0.001524 loss: 0.1819 (0.1886) loss_rec_all: 0.2079 (0.2146) loss_rec_sfr: 0.2686 (0.2753) loss_cl: -0.2795 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [14:34:41.664916] Epoch: [353] [2620/2904] eta: 0:03:33 lr: 0.001524 loss: 0.1785 (0.1885) loss_rec_all: 0.2046 (0.2145) loss_rec_sfr: 0.2511 (0.2750) loss_cl: -0.2801 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [14:34:56.577437] Epoch: [353] [2640/2904] eta: 0:03:18 lr: 0.001524 loss: 0.1782 (0.1885) loss_rec_all: 0.2043 (0.2145) loss_rec_sfr: 0.2559 (0.2749) loss_cl: -0.2789 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [14:35:11.490934] Epoch: [353] [2660/2904] eta: 0:03:03 lr: 0.001524 loss: 0.1782 (0.1886) loss_rec_all: 0.2040 (0.2145) loss_rec_sfr: 0.2676 (0.2750) loss_cl: -0.2780 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [14:35:26.396585] Epoch: [353] [2680/2904] eta: 0:02:48 lr: 0.001524 loss: 0.1797 (0.1885) loss_rec_all: 0.2058 (0.2145) loss_rec_sfr: 0.2629 (0.2750) loss_cl: -0.2787 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [14:35:41.305451] Epoch: [353] [2700/2904] eta: 0:02:33 lr: 0.001524 loss: 0.1757 (0.1885) loss_rec_all: 0.2019 (0.2144) loss_rec_sfr: 0.2556 (0.2749) loss_cl: -0.2798 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [14:35:56.215081] Epoch: [353] [2720/2904] eta: 0:02:18 lr: 0.001524 loss: 0.1760 (0.1884) loss_rec_all: 0.2023 (0.2144) loss_rec_sfr: 0.2646 (0.2748) loss_cl: -0.2807 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [14:36:11.127722] Epoch: [353] [2740/2904] eta: 0:02:03 lr: 0.001524 loss: 0.1766 (0.1884) loss_rec_all: 0.2026 (0.2144) loss_rec_sfr: 0.2541 (0.2748) loss_cl: -0.2794 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [14:36:26.038475] Epoch: [353] [2760/2904] eta: 0:01:48 lr: 0.001524 loss: 0.1737 (0.1884) loss_rec_all: 0.1999 (0.2143) loss_rec_sfr: 0.2204 (0.2746) loss_cl: -0.2785 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [14:36:40.945287] Epoch: [353] [2780/2904] eta: 0:01:33 lr: 0.001524 loss: 0.1797 (0.1884) loss_rec_all: 0.2056 (0.2143) loss_rec_sfr: 0.2623 (0.2746) loss_cl: -0.2782 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [14:36:55.850358] Epoch: [353] [2800/2904] eta: 0:01:18 lr: 0.001524 loss: 0.1790 (0.1884) loss_rec_all: 0.2049 (0.2144) loss_rec_sfr: 0.2653 (0.2747) loss_cl: -0.2780 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [14:37:10.754246] Epoch: [353] [2820/2904] eta: 0:01:03 lr: 0.001523 loss: 0.1772 (0.1884) loss_rec_all: 0.2034 (0.2144) loss_rec_sfr: 0.2536 (0.2747) loss_cl: -0.2796 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [14:37:25.689420] Epoch: [353] [2840/2904] eta: 0:00:48 lr: 0.001523 loss: 0.1807 (0.1885) loss_rec_all: 0.2070 (0.2144) loss_rec_sfr: 0.2664 (0.2750) loss_cl: -0.2802 (-0.2789) time: 0.7467 data: 0.0023 max mem: 29860 [14:37:40.580867] Epoch: [353] [2860/2904] eta: 0:00:33 lr: 0.001523 loss: 0.1798 (0.1885) loss_rec_all: 0.2063 (0.2145) loss_rec_sfr: 0.2587 (0.2751) loss_cl: -0.2795 (-0.2789) time: 0.7445 data: 0.0001 max mem: 29860 [14:37:55.471729] Epoch: [353] [2880/2904] eta: 0:00:18 lr: 0.001523 loss: 0.1800 (0.1885) loss_rec_all: 0.2059 (0.2145) loss_rec_sfr: 0.2668 (0.2753) loss_cl: -0.2781 (-0.2789) time: 0.7445 data: 0.0001 max mem: 29860 [14:38:10.367446] Epoch: [353] [2900/2904] eta: 0:00:03 lr: 0.001523 loss: 0.1772 (0.1885) loss_rec_all: 0.2033 (0.2145) loss_rec_sfr: 0.2554 (0.2751) loss_cl: -0.2779 (-0.2789) time: 0.7447 data: 0.0001 max mem: 29860 [14:38:12.608829] Epoch: [353] [2903/2904] eta: 0:00:00 lr: 0.001523 loss: 0.1786 (0.1885) loss_rec_all: 0.2044 (0.2145) loss_rec_sfr: 0.2560 (0.2751) loss_cl: -0.2779 (-0.2789) time: 0.7447 data: 0.0001 max mem: 29860 [14:38:14.606450] Epoch: [353] Total time: 0:36:24 (0.7523 s / it) [14:38:14.617786] Averaged stats: lr: 0.001523 loss: 0.1786 (0.1913) loss_rec_all: 0.2044 (0.2149) loss_rec_sfr: 0.2560 (0.2765) loss_cl: -0.2779 (-0.2556) [14:38:14.622449] log_dir: ./checkpoint/VF2_ViT-B [14:38:32.161814] Epoch: [354] [ 0/2904] eta: 14:08:51 lr: 0.001523 loss: 0.2382 (0.2382) loss_rec_all: 0.2627 (0.2627) loss_rec_sfr: 0.4567 (0.4567) loss_cl: -0.2773 (-0.2773) time: 17.5385 data: 12.5246 max mem: 29860 [14:38:48.785644] Epoch: [354] [ 20/2904] eta: 1:18:11 lr: 0.001523 loss: 0.1748 (0.1837) loss_rec_all: 0.2015 (0.2098) loss_rec_sfr: 0.2499 (0.2544) loss_cl: -0.2786 (-0.2786) time: 0.8311 data: 0.0176 max mem: 29860 [14:39:03.697421] Epoch: [354] [ 40/2904] eta: 0:57:07 lr: 0.001523 loss: 0.1754 (0.1851) loss_rec_all: 0.2020 (0.2112) loss_rec_sfr: 0.2284 (0.2598) loss_cl: -0.2795 (-0.2790) time: 0.7455 data: 0.0002 max mem: 29860 [14:39:18.601072] Epoch: [354] [ 60/2904] eta: 0:49:42 lr: 0.001523 loss: 0.1816 (0.1880) loss_rec_all: 0.2076 (0.2140) loss_rec_sfr: 0.2567 (0.2683) loss_cl: -0.2787 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [14:39:33.514301] Epoch: [354] [ 80/2904] eta: 0:45:50 lr: 0.001523 loss: 0.1773 (0.1870) loss_rec_all: 0.2036 (0.2131) loss_rec_sfr: 0.2162 (0.2642) loss_cl: -0.2796 (-0.2790) time: 0.7456 data: 0.0002 max mem: 29860 [14:39:48.435982] Epoch: [354] [ 100/2904] eta: 0:43:24 lr: 0.001523 loss: 0.1788 (0.1873) loss_rec_all: 0.2047 (0.2134) loss_rec_sfr: 0.2563 (0.2675) loss_cl: -0.2793 (-0.2791) time: 0.7460 data: 0.0002 max mem: 29860 [14:40:03.372347] Epoch: [354] [ 120/2904] eta: 0:41:41 lr: 0.001523 loss: 0.1751 (0.1859) loss_rec_all: 0.2013 (0.2120) loss_rec_sfr: 0.2530 (0.2646) loss_cl: -0.2792 (-0.2791) time: 0.7468 data: 0.0002 max mem: 29860 [14:40:18.305339] Epoch: [354] [ 140/2904] eta: 0:40:24 lr: 0.001523 loss: 0.1760 (0.1855) loss_rec_all: 0.2021 (0.2116) loss_rec_sfr: 0.2598 (0.2629) loss_cl: -0.2795 (-0.2791) time: 0.7466 data: 0.0002 max mem: 29860 [14:40:33.261452] Epoch: [354] [ 160/2904] eta: 0:39:22 lr: 0.001523 loss: 0.1796 (0.1861) loss_rec_all: 0.2058 (0.2122) loss_rec_sfr: 0.2605 (0.2658) loss_cl: -0.2791 (-0.2791) time: 0.7478 data: 0.0002 max mem: 29860 [14:40:48.171141] Epoch: [354] [ 180/2904] eta: 0:38:30 lr: 0.001523 loss: 0.1759 (0.1861) loss_rec_all: 0.2024 (0.2121) loss_rec_sfr: 0.2619 (0.2661) loss_cl: -0.2782 (-0.2790) time: 0.7454 data: 0.0002 max mem: 29860 [14:41:03.088954] Epoch: [354] [ 200/2904] eta: 0:37:46 lr: 0.001523 loss: 0.1772 (0.1864) loss_rec_all: 0.2034 (0.2124) loss_rec_sfr: 0.2590 (0.2673) loss_cl: -0.2793 (-0.2790) time: 0.7459 data: 0.0002 max mem: 29860 [14:41:18.006238] Epoch: [354] [ 220/2904] eta: 0:37:07 lr: 0.001523 loss: 0.1797 (0.1866) loss_rec_all: 0.2061 (0.2126) loss_rec_sfr: 0.2586 (0.2672) loss_cl: -0.2793 (-0.2791) time: 0.7458 data: 0.0002 max mem: 29860 [14:41:32.932733] Epoch: [354] [ 240/2904] eta: 0:36:31 lr: 0.001523 loss: 0.1795 (0.1864) loss_rec_all: 0.2058 (0.2124) loss_rec_sfr: 0.2564 (0.2663) loss_cl: -0.2787 (-0.2790) time: 0.7463 data: 0.0002 max mem: 29860 [14:41:47.847841] Epoch: [354] [ 260/2904] eta: 0:35:59 lr: 0.001523 loss: 0.1831 (0.1870) loss_rec_all: 0.2091 (0.2130) loss_rec_sfr: 0.2596 (0.2682) loss_cl: -0.2784 (-0.2790) time: 0.7457 data: 0.0002 max mem: 29860 [14:42:02.783455] Epoch: [354] [ 280/2904] eta: 0:35:30 lr: 0.001523 loss: 0.1813 (0.1872) loss_rec_all: 0.2075 (0.2132) loss_rec_sfr: 0.2565 (0.2682) loss_cl: -0.2783 (-0.2789) time: 0.7467 data: 0.0002 max mem: 29860 [14:42:17.699208] Epoch: [354] [ 300/2904] eta: 0:35:02 lr: 0.001523 loss: 0.1775 (0.1869) loss_rec_all: 0.2034 (0.2129) loss_rec_sfr: 0.2572 (0.2681) loss_cl: -0.2794 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [14:42:32.774200] Epoch: [354] [ 320/2904] eta: 0:34:37 lr: 0.001523 loss: 0.1745 (0.1869) loss_rec_all: 0.2011 (0.2129) loss_rec_sfr: 0.2587 (0.2688) loss_cl: -0.2792 (-0.2790) time: 0.7537 data: 0.0002 max mem: 29860 [14:42:47.687742] Epoch: [354] [ 340/2904] eta: 0:34:13 lr: 0.001523 loss: 0.1775 (0.1867) loss_rec_all: 0.2034 (0.2127) loss_rec_sfr: 0.2526 (0.2675) loss_cl: -0.2788 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [14:43:02.602421] Epoch: [354] [ 360/2904] eta: 0:33:49 lr: 0.001523 loss: 0.1876 (0.1872) loss_rec_all: 0.2137 (0.2132) loss_rec_sfr: 0.2602 (0.2690) loss_cl: -0.2791 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [14:43:17.525222] Epoch: [354] [ 380/2904] eta: 0:33:26 lr: 0.001523 loss: 0.1772 (0.1871) loss_rec_all: 0.2036 (0.2131) loss_rec_sfr: 0.2501 (0.2690) loss_cl: -0.2792 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [14:43:32.447765] Epoch: [354] [ 400/2904] eta: 0:33:04 lr: 0.001523 loss: 0.1791 (0.1872) loss_rec_all: 0.2049 (0.2132) loss_rec_sfr: 0.2568 (0.2695) loss_cl: -0.2791 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [14:43:47.368896] Epoch: [354] [ 420/2904] eta: 0:32:43 lr: 0.001523 loss: 0.1792 (0.1874) loss_rec_all: 0.2059 (0.2134) loss_rec_sfr: 0.2630 (0.2703) loss_cl: -0.2796 (-0.2790) time: 0.7460 data: 0.0002 max mem: 29860 [14:44:02.285259] Epoch: [354] [ 440/2904] eta: 0:32:22 lr: 0.001523 loss: 0.1760 (0.1874) loss_rec_all: 0.2023 (0.2134) loss_rec_sfr: 0.2485 (0.2701) loss_cl: -0.2789 (-0.2790) time: 0.7458 data: 0.0002 max mem: 29860 [14:44:17.202225] Epoch: [354] [ 460/2904] eta: 0:32:02 lr: 0.001523 loss: 0.1767 (0.1874) loss_rec_all: 0.2027 (0.2134) loss_rec_sfr: 0.2661 (0.2705) loss_cl: -0.2783 (-0.2790) time: 0.7458 data: 0.0002 max mem: 29860 [14:44:32.127044] Epoch: [354] [ 480/2904] eta: 0:31:42 lr: 0.001523 loss: 0.1748 (0.1872) loss_rec_all: 0.2010 (0.2132) loss_rec_sfr: 0.2609 (0.2702) loss_cl: -0.2789 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [14:44:47.052996] Epoch: [354] [ 500/2904] eta: 0:31:22 lr: 0.001523 loss: 0.1753 (0.1874) loss_rec_all: 0.2015 (0.2134) loss_rec_sfr: 0.2508 (0.2706) loss_cl: -0.2786 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [14:45:01.975193] Epoch: [354] [ 520/2904] eta: 0:31:03 lr: 0.001522 loss: 0.1777 (0.1874) loss_rec_all: 0.2044 (0.2134) loss_rec_sfr: 0.2613 (0.2708) loss_cl: -0.2796 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [14:45:16.894777] Epoch: [354] [ 540/2904] eta: 0:30:45 lr: 0.001522 loss: 0.1810 (0.1874) loss_rec_all: 0.2073 (0.2134) loss_rec_sfr: 0.2585 (0.2709) loss_cl: -0.2804 (-0.2790) time: 0.7459 data: 0.0002 max mem: 29860 [14:45:31.810374] Epoch: [354] [ 560/2904] eta: 0:30:26 lr: 0.001522 loss: 0.1777 (0.1873) loss_rec_all: 0.2038 (0.2133) loss_rec_sfr: 0.2593 (0.2704) loss_cl: -0.2794 (-0.2790) time: 0.7457 data: 0.0002 max mem: 29860 [14:45:46.732457] Epoch: [354] [ 580/2904] eta: 0:30:08 lr: 0.001522 loss: 0.1780 (0.1872) loss_rec_all: 0.2044 (0.2132) loss_rec_sfr: 0.2570 (0.2701) loss_cl: -0.2785 (-0.2790) time: 0.7461 data: 0.0002 max mem: 29860 [14:46:01.656219] Epoch: [354] [ 600/2904] eta: 0:29:50 lr: 0.001522 loss: 0.1814 (0.1876) loss_rec_all: 0.2076 (0.2136) loss_rec_sfr: 0.2584 (0.2714) loss_cl: -0.2772 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [14:46:16.580572] Epoch: [354] [ 620/2904] eta: 0:29:32 lr: 0.001522 loss: 0.1790 (0.1877) loss_rec_all: 0.2050 (0.2137) loss_rec_sfr: 0.2643 (0.2720) loss_cl: -0.2785 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [14:46:31.499802] Epoch: [354] [ 640/2904] eta: 0:29:14 lr: 0.001522 loss: 0.1794 (0.1875) loss_rec_all: 0.2053 (0.2135) loss_rec_sfr: 0.2502 (0.2710) loss_cl: -0.2797 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [14:46:46.416641] Epoch: [354] [ 660/2904] eta: 0:28:57 lr: 0.001522 loss: 0.1770 (0.1876) loss_rec_all: 0.2036 (0.2136) loss_rec_sfr: 0.2577 (0.2712) loss_cl: -0.2797 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [14:47:01.340997] Epoch: [354] [ 680/2904] eta: 0:28:40 lr: 0.001522 loss: 0.1766 (0.1874) loss_rec_all: 0.2027 (0.2134) loss_rec_sfr: 0.2665 (0.2710) loss_cl: -0.2792 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [14:47:16.261783] Epoch: [354] [ 700/2904] eta: 0:28:22 lr: 0.001522 loss: 0.1771 (0.1873) loss_rec_all: 0.2032 (0.2133) loss_rec_sfr: 0.2486 (0.2707) loss_cl: -0.2781 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [14:47:31.181720] Epoch: [354] [ 720/2904] eta: 0:28:05 lr: 0.001522 loss: 0.1785 (0.1873) loss_rec_all: 0.2046 (0.2133) loss_rec_sfr: 0.2602 (0.2707) loss_cl: -0.2791 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [14:47:46.105671] Epoch: [354] [ 740/2904] eta: 0:27:48 lr: 0.001522 loss: 0.1814 (0.1876) loss_rec_all: 0.2075 (0.2136) loss_rec_sfr: 0.2688 (0.2719) loss_cl: -0.2793 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [14:48:01.027206] Epoch: [354] [ 760/2904] eta: 0:27:32 lr: 0.001522 loss: 0.1792 (0.1877) loss_rec_all: 0.2054 (0.2137) loss_rec_sfr: 0.2602 (0.2720) loss_cl: -0.2793 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [14:48:15.954752] Epoch: [354] [ 780/2904] eta: 0:27:15 lr: 0.001522 loss: 0.1757 (0.1877) loss_rec_all: 0.2016 (0.2137) loss_rec_sfr: 0.2201 (0.2721) loss_cl: -0.2787 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [14:48:30.878938] Epoch: [354] [ 800/2904] eta: 0:26:58 lr: 0.001522 loss: 0.1780 (0.1876) loss_rec_all: 0.2040 (0.2135) loss_rec_sfr: 0.2403 (0.2716) loss_cl: -0.2782 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [14:48:45.799836] Epoch: [354] [ 820/2904] eta: 0:26:42 lr: 0.001522 loss: 0.1797 (0.1877) loss_rec_all: 0.2058 (0.2136) loss_rec_sfr: 0.2504 (0.2718) loss_cl: -0.2793 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [14:49:00.722113] Epoch: [354] [ 840/2904] eta: 0:26:25 lr: 0.001522 loss: 0.1800 (0.1879) loss_rec_all: 0.2059 (0.2139) loss_rec_sfr: 0.2616 (0.2729) loss_cl: -0.2793 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [14:49:15.644319] Epoch: [354] [ 860/2904] eta: 0:26:09 lr: 0.001522 loss: 0.1823 (0.1882) loss_rec_all: 0.2083 (0.2142) loss_rec_sfr: 0.2649 (0.2739) loss_cl: -0.2793 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [14:49:30.564764] Epoch: [354] [ 880/2904] eta: 0:25:52 lr: 0.001522 loss: 0.1773 (0.1884) loss_rec_all: 0.2040 (0.2143) loss_rec_sfr: 0.2565 (0.2744) loss_cl: -0.2792 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [14:49:45.486113] Epoch: [354] [ 900/2904] eta: 0:25:36 lr: 0.001522 loss: 0.1779 (0.1884) loss_rec_all: 0.2036 (0.2144) loss_rec_sfr: 0.2561 (0.2746) loss_cl: -0.2789 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [14:50:00.406328] Epoch: [354] [ 920/2904] eta: 0:25:20 lr: 0.001522 loss: 0.1790 (0.1885) loss_rec_all: 0.2051 (0.2144) loss_rec_sfr: 0.2568 (0.2747) loss_cl: -0.2777 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [14:50:15.326081] Epoch: [354] [ 940/2904] eta: 0:25:04 lr: 0.001522 loss: 0.1811 (0.1886) loss_rec_all: 0.2072 (0.2145) loss_rec_sfr: 0.2626 (0.2753) loss_cl: -0.2787 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [14:50:30.248557] Epoch: [354] [ 960/2904] eta: 0:24:48 lr: 0.001522 loss: 0.1838 (0.1887) loss_rec_all: 0.2098 (0.2146) loss_rec_sfr: 0.2626 (0.2756) loss_cl: -0.2792 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [14:50:45.169919] Epoch: [354] [ 980/2904] eta: 0:24:31 lr: 0.001522 loss: 0.1761 (0.1886) loss_rec_all: 0.2024 (0.2146) loss_rec_sfr: 0.2271 (0.2754) loss_cl: -0.2793 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [14:51:00.094533] Epoch: [354] [1000/2904] eta: 0:24:15 lr: 0.001522 loss: 0.1824 (0.1889) loss_rec_all: 0.2084 (0.2148) loss_rec_sfr: 0.2606 (0.2761) loss_cl: -0.2787 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [14:51:15.012277] Epoch: [354] [1020/2904] eta: 0:23:59 lr: 0.001522 loss: 0.1780 (0.1889) loss_rec_all: 0.2041 (0.2149) loss_rec_sfr: 0.2641 (0.2763) loss_cl: -0.2777 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [14:51:29.926293] Epoch: [354] [1040/2904] eta: 0:23:43 lr: 0.001522 loss: 0.1822 (0.1891) loss_rec_all: 0.2080 (0.2150) loss_rec_sfr: 0.2629 (0.2767) loss_cl: -0.2787 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [14:51:44.841867] Epoch: [354] [1060/2904] eta: 0:23:28 lr: 0.001522 loss: 0.1815 (0.1891) loss_rec_all: 0.2077 (0.2150) loss_rec_sfr: 0.2387 (0.2766) loss_cl: -0.2800 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [14:51:59.756035] Epoch: [354] [1080/2904] eta: 0:23:12 lr: 0.001522 loss: 0.1804 (0.1891) loss_rec_all: 0.2066 (0.2150) loss_rec_sfr: 0.2645 (0.2765) loss_cl: -0.2790 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [14:52:14.674383] Epoch: [354] [1100/2904] eta: 0:22:56 lr: 0.001522 loss: 0.1906 (0.1894) loss_rec_all: 0.2165 (0.2154) loss_rec_sfr: 0.2778 (0.2778) loss_cl: -0.2788 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [14:52:29.589376] Epoch: [354] [1120/2904] eta: 0:22:40 lr: 0.001521 loss: 0.1805 (0.1895) loss_rec_all: 0.2062 (0.2154) loss_rec_sfr: 0.2693 (0.2781) loss_cl: -0.2773 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [14:52:44.503284] Epoch: [354] [1140/2904] eta: 0:22:24 lr: 0.001521 loss: 0.1807 (0.1894) loss_rec_all: 0.2067 (0.2153) loss_rec_sfr: 0.2561 (0.2776) loss_cl: -0.2767 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [14:52:59.413573] Epoch: [354] [1160/2904] eta: 0:22:09 lr: 0.001521 loss: 0.1804 (0.1893) loss_rec_all: 0.2065 (0.2153) loss_rec_sfr: 0.2552 (0.2771) loss_cl: -0.2791 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [14:53:14.330274] Epoch: [354] [1180/2904] eta: 0:21:53 lr: 0.001521 loss: 0.1776 (0.1891) loss_rec_all: 0.2036 (0.2151) loss_rec_sfr: 0.2493 (0.2767) loss_cl: -0.2794 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [14:53:29.262797] Epoch: [354] [1200/2904] eta: 0:21:37 lr: 0.001521 loss: 0.1784 (0.1892) loss_rec_all: 0.2045 (0.2151) loss_rec_sfr: 0.2547 (0.2770) loss_cl: -0.2788 (-0.2789) time: 0.7466 data: 0.0002 max mem: 29860 [14:53:44.179279] Epoch: [354] [1220/2904] eta: 0:21:21 lr: 0.001521 loss: 0.1800 (0.1893) loss_rec_all: 0.2057 (0.2153) loss_rec_sfr: 0.2591 (0.2775) loss_cl: -0.2788 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [14:53:59.095365] Epoch: [354] [1240/2904] eta: 0:21:06 lr: 0.001521 loss: 0.1761 (0.1893) loss_rec_all: 0.2028 (0.2152) loss_rec_sfr: 0.2162 (0.2772) loss_cl: -0.2793 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [14:54:14.008295] Epoch: [354] [1260/2904] eta: 0:20:50 lr: 0.001521 loss: 0.1767 (0.1893) loss_rec_all: 0.2031 (0.2152) loss_rec_sfr: 0.2515 (0.2771) loss_cl: -0.2793 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [14:54:28.926905] Epoch: [354] [1280/2904] eta: 0:20:35 lr: 0.001521 loss: 0.1762 (0.1891) loss_rec_all: 0.2020 (0.2150) loss_rec_sfr: 0.2525 (0.2765) loss_cl: -0.2784 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [14:54:43.837651] Epoch: [354] [1300/2904] eta: 0:20:19 lr: 0.001521 loss: 0.1805 (0.1889) loss_rec_all: 0.2062 (0.2149) loss_rec_sfr: 0.2495 (0.2761) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [14:54:58.751041] Epoch: [354] [1320/2904] eta: 0:20:03 lr: 0.001521 loss: 0.1778 (0.1891) loss_rec_all: 0.2039 (0.2150) loss_rec_sfr: 0.2647 (0.2765) loss_cl: -0.2789 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [14:55:13.669046] Epoch: [354] [1340/2904] eta: 0:19:48 lr: 0.001521 loss: 0.1810 (0.1891) loss_rec_all: 0.2072 (0.2151) loss_rec_sfr: 0.2580 (0.2767) loss_cl: -0.2795 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [14:55:28.599518] Epoch: [354] [1360/2904] eta: 0:19:32 lr: 0.001521 loss: 0.1821 (0.1892) loss_rec_all: 0.2080 (0.2152) loss_rec_sfr: 0.2484 (0.2770) loss_cl: -0.2785 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [14:55:43.523375] Epoch: [354] [1380/2904] eta: 0:19:17 lr: 0.001521 loss: 0.1792 (0.1892) loss_rec_all: 0.2051 (0.2151) loss_rec_sfr: 0.2484 (0.2767) loss_cl: -0.2785 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [14:55:58.500037] Epoch: [354] [1400/2904] eta: 0:19:02 lr: 0.001521 loss: 0.1768 (0.1891) loss_rec_all: 0.2033 (0.2151) loss_rec_sfr: 0.2571 (0.2765) loss_cl: -0.2792 (-0.2788) time: 0.7488 data: 0.0002 max mem: 29860 [14:56:13.428125] Epoch: [354] [1420/2904] eta: 0:18:46 lr: 0.001521 loss: 0.1781 (0.1890) loss_rec_all: 0.2046 (0.2150) loss_rec_sfr: 0.2615 (0.2764) loss_cl: -0.2792 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [14:56:28.340500] Epoch: [354] [1440/2904] eta: 0:18:31 lr: 0.001521 loss: 0.1767 (0.1890) loss_rec_all: 0.2027 (0.2150) loss_rec_sfr: 0.2599 (0.2764) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [14:56:43.291680] Epoch: [354] [1460/2904] eta: 0:18:15 lr: 0.001521 loss: 0.1824 (0.1891) loss_rec_all: 0.2083 (0.2150) loss_rec_sfr: 0.2637 (0.2766) loss_cl: -0.2790 (-0.2788) time: 0.7475 data: 0.0002 max mem: 29860 [14:56:58.265000] Epoch: [354] [1480/2904] eta: 0:18:00 lr: 0.001521 loss: 0.1744 (0.1889) loss_rec_all: 0.2012 (0.2149) loss_rec_sfr: 0.2547 (0.2761) loss_cl: -0.2799 (-0.2789) time: 0.7486 data: 0.0002 max mem: 29860 [14:57:13.180962] Epoch: [354] [1500/2904] eta: 0:17:44 lr: 0.001521 loss: 0.1823 (0.1889) loss_rec_all: 0.2084 (0.2149) loss_rec_sfr: 0.2538 (0.2760) loss_cl: -0.2794 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [14:57:28.091549] Epoch: [354] [1520/2904] eta: 0:17:29 lr: 0.001521 loss: 0.1796 (0.1890) loss_rec_all: 0.2055 (0.2150) loss_rec_sfr: 0.2519 (0.2763) loss_cl: -0.2786 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [14:57:43.066954] Epoch: [354] [1540/2904] eta: 0:17:14 lr: 0.001521 loss: 0.1756 (0.1889) loss_rec_all: 0.2015 (0.2149) loss_rec_sfr: 0.2566 (0.2759) loss_cl: -0.2780 (-0.2789) time: 0.7487 data: 0.0002 max mem: 29860 [14:57:58.013373] Epoch: [354] [1560/2904] eta: 0:16:58 lr: 0.001521 loss: 0.1764 (0.1888) loss_rec_all: 0.2026 (0.2148) loss_rec_sfr: 0.2206 (0.2757) loss_cl: -0.2784 (-0.2788) time: 0.7473 data: 0.0002 max mem: 29860 [14:58:12.931694] Epoch: [354] [1580/2904] eta: 0:16:43 lr: 0.001521 loss: 0.1847 (0.1890) loss_rec_all: 0.2108 (0.2149) loss_rec_sfr: 0.2556 (0.2760) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [14:58:27.859078] Epoch: [354] [1600/2904] eta: 0:16:28 lr: 0.001521 loss: 0.1795 (0.1890) loss_rec_all: 0.2055 (0.2149) loss_rec_sfr: 0.2586 (0.2760) loss_cl: -0.2792 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [14:58:42.819365] Epoch: [354] [1620/2904] eta: 0:16:12 lr: 0.001521 loss: 0.1851 (0.1891) loss_rec_all: 0.2111 (0.2151) loss_rec_sfr: 0.2579 (0.2764) loss_cl: -0.2786 (-0.2788) time: 0.7480 data: 0.0003 max mem: 29860 [14:58:57.735851] Epoch: [354] [1640/2904] eta: 0:15:57 lr: 0.001521 loss: 0.1811 (0.1892) loss_rec_all: 0.2071 (0.2151) loss_rec_sfr: 0.2593 (0.2765) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [14:59:12.652643] Epoch: [354] [1660/2904] eta: 0:15:42 lr: 0.001521 loss: 0.1823 (0.1893) loss_rec_all: 0.2083 (0.2152) loss_rec_sfr: 0.2562 (0.2767) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [14:59:27.616299] Epoch: [354] [1680/2904] eta: 0:15:26 lr: 0.001521 loss: 0.1799 (0.1893) loss_rec_all: 0.2061 (0.2152) loss_rec_sfr: 0.2596 (0.2767) loss_cl: -0.2782 (-0.2788) time: 0.7481 data: 0.0002 max mem: 29860 [14:59:42.628913] Epoch: [354] [1700/2904] eta: 0:15:11 lr: 0.001521 loss: 0.1813 (0.1893) loss_rec_all: 0.2077 (0.2152) loss_rec_sfr: 0.2635 (0.2768) loss_cl: -0.2793 (-0.2788) time: 0.7506 data: 0.0002 max mem: 29860 [14:59:57.626744] Epoch: [354] [1720/2904] eta: 0:14:56 lr: 0.001521 loss: 0.1783 (0.1893) loss_rec_all: 0.2044 (0.2152) loss_rec_sfr: 0.2561 (0.2767) loss_cl: -0.2798 (-0.2788) time: 0.7498 data: 0.0002 max mem: 29860 [15:00:12.610935] Epoch: [354] [1740/2904] eta: 0:14:41 lr: 0.001520 loss: 0.1785 (0.1893) loss_rec_all: 0.2046 (0.2153) loss_rec_sfr: 0.2479 (0.2767) loss_cl: -0.2792 (-0.2788) time: 0.7492 data: 0.0002 max mem: 29860 [15:00:27.592979] Epoch: [354] [1760/2904] eta: 0:14:25 lr: 0.001520 loss: 0.1789 (0.1893) loss_rec_all: 0.2049 (0.2152) loss_rec_sfr: 0.2594 (0.2766) loss_cl: -0.2786 (-0.2788) time: 0.7491 data: 0.0002 max mem: 29860 [15:00:42.581215] Epoch: [354] [1780/2904] eta: 0:14:10 lr: 0.001520 loss: 0.1791 (0.1893) loss_rec_all: 0.2051 (0.2153) loss_rec_sfr: 0.2615 (0.2767) loss_cl: -0.2789 (-0.2788) time: 0.7494 data: 0.0002 max mem: 29860 [15:00:57.568697] Epoch: [354] [1800/2904] eta: 0:13:55 lr: 0.001520 loss: 0.1801 (0.1893) loss_rec_all: 0.2059 (0.2153) loss_rec_sfr: 0.2631 (0.2769) loss_cl: -0.2786 (-0.2788) time: 0.7493 data: 0.0002 max mem: 29860 [15:01:12.544852] Epoch: [354] [1820/2904] eta: 0:13:40 lr: 0.001520 loss: 0.1799 (0.1893) loss_rec_all: 0.2063 (0.2153) loss_rec_sfr: 0.2629 (0.2770) loss_cl: -0.2781 (-0.2788) time: 0.7488 data: 0.0002 max mem: 29860 [15:01:27.518127] Epoch: [354] [1840/2904] eta: 0:13:24 lr: 0.001520 loss: 0.1763 (0.1893) loss_rec_all: 0.2024 (0.2153) loss_rec_sfr: 0.2590 (0.2769) loss_cl: -0.2786 (-0.2788) time: 0.7486 data: 0.0002 max mem: 29860 [15:01:42.480071] Epoch: [354] [1860/2904] eta: 0:13:09 lr: 0.001520 loss: 0.1820 (0.1893) loss_rec_all: 0.2088 (0.2153) loss_rec_sfr: 0.2595 (0.2770) loss_cl: -0.2790 (-0.2788) time: 0.7481 data: 0.0002 max mem: 29860 [15:01:57.387063] Epoch: [354] [1880/2904] eta: 0:12:54 lr: 0.001520 loss: 0.1786 (0.1893) loss_rec_all: 0.2047 (0.2152) loss_rec_sfr: 0.2431 (0.2766) loss_cl: -0.2791 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [15:02:12.291566] Epoch: [354] [1900/2904] eta: 0:12:39 lr: 0.001520 loss: 0.1780 (0.1892) loss_rec_all: 0.2041 (0.2152) loss_rec_sfr: 0.2604 (0.2766) loss_cl: -0.2794 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [15:02:27.256409] Epoch: [354] [1920/2904] eta: 0:12:24 lr: 0.001520 loss: 0.1796 (0.1892) loss_rec_all: 0.2060 (0.2151) loss_rec_sfr: 0.2602 (0.2766) loss_cl: -0.2794 (-0.2788) time: 0.7482 data: 0.0002 max mem: 29860 [15:02:42.224666] Epoch: [354] [1940/2904] eta: 0:12:08 lr: 0.001520 loss: 0.1792 (0.1892) loss_rec_all: 0.2054 (0.2151) loss_rec_sfr: 0.2483 (0.2764) loss_cl: -0.2786 (-0.2788) time: 0.7484 data: 0.0002 max mem: 29860 [15:02:57.195009] Epoch: [354] [1960/2904] eta: 0:11:53 lr: 0.001520 loss: 0.1764 (0.1891) loss_rec_all: 0.2028 (0.2151) loss_rec_sfr: 0.2500 (0.2764) loss_cl: -0.2787 (-0.2788) time: 0.7485 data: 0.0002 max mem: 29860 [15:03:12.182158] Epoch: [354] [1980/2904] eta: 0:11:38 lr: 0.001520 loss: 0.1773 (0.1891) loss_rec_all: 0.2034 (0.2151) loss_rec_sfr: 0.2647 (0.2766) loss_cl: -0.2785 (-0.2788) time: 0.7493 data: 0.0002 max mem: 29860 [15:03:27.153496] Epoch: [354] [2000/2904] eta: 0:11:23 lr: 0.001520 loss: 0.1770 (0.1891) loss_rec_all: 0.2030 (0.2151) loss_rec_sfr: 0.2543 (0.2767) loss_cl: -0.2790 (-0.2788) time: 0.7485 data: 0.0002 max mem: 29860 [15:03:42.138565] Epoch: [354] [2020/2904] eta: 0:11:08 lr: 0.001520 loss: 0.1814 (0.1892) loss_rec_all: 0.2073 (0.2151) loss_rec_sfr: 0.2637 (0.2769) loss_cl: -0.2794 (-0.2788) time: 0.7492 data: 0.0002 max mem: 29860 [15:03:57.106790] Epoch: [354] [2040/2904] eta: 0:10:52 lr: 0.001520 loss: 0.1755 (0.1892) loss_rec_all: 0.2017 (0.2151) loss_rec_sfr: 0.2637 (0.2769) loss_cl: -0.2797 (-0.2788) time: 0.7484 data: 0.0002 max mem: 29860 [15:04:12.109590] Epoch: [354] [2060/2904] eta: 0:10:37 lr: 0.001520 loss: 0.1849 (0.1893) loss_rec_all: 0.2109 (0.2153) loss_rec_sfr: 0.2722 (0.2775) loss_cl: -0.2796 (-0.2788) time: 0.7501 data: 0.0002 max mem: 29860 [15:04:27.104195] Epoch: [354] [2080/2904] eta: 0:10:22 lr: 0.001520 loss: 0.1739 (0.1892) loss_rec_all: 0.2002 (0.2152) loss_rec_sfr: 0.2141 (0.2771) loss_cl: -0.2783 (-0.2788) time: 0.7497 data: 0.0002 max mem: 29860 [15:04:42.053564] Epoch: [354] [2100/2904] eta: 0:10:07 lr: 0.001520 loss: 0.1800 (0.1893) loss_rec_all: 0.2061 (0.2152) loss_rec_sfr: 0.2589 (0.2772) loss_cl: -0.2785 (-0.2788) time: 0.7474 data: 0.0002 max mem: 29860 [15:04:56.965529] Epoch: [354] [2120/2904] eta: 0:09:52 lr: 0.001520 loss: 0.1773 (0.1893) loss_rec_all: 0.2034 (0.2152) loss_rec_sfr: 0.2589 (0.2773) loss_cl: -0.2784 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [15:05:11.903753] Epoch: [354] [2140/2904] eta: 0:09:37 lr: 0.001520 loss: 0.1808 (0.1893) loss_rec_all: 0.2074 (0.2152) loss_rec_sfr: 0.2503 (0.2772) loss_cl: -0.2789 (-0.2788) time: 0.7469 data: 0.0002 max mem: 29860 [15:05:26.877343] Epoch: [354] [2160/2904] eta: 0:09:21 lr: 0.001520 loss: 0.1810 (0.1893) loss_rec_all: 0.2069 (0.2152) loss_rec_sfr: 0.2647 (0.2773) loss_cl: -0.2790 (-0.2788) time: 0.7486 data: 0.0002 max mem: 29860 [15:05:41.852237] Epoch: [354] [2180/2904] eta: 0:09:06 lr: 0.001520 loss: 0.1840 (0.1893) loss_rec_all: 0.2100 (0.2153) loss_rec_sfr: 0.2584 (0.2773) loss_cl: -0.2787 (-0.2788) time: 0.7487 data: 0.0002 max mem: 29860 [15:05:56.830907] Epoch: [354] [2200/2904] eta: 0:08:51 lr: 0.001520 loss: 0.1780 (0.1893) loss_rec_all: 0.2045 (0.2153) loss_rec_sfr: 0.2521 (0.2774) loss_cl: -0.2792 (-0.2788) time: 0.7489 data: 0.0002 max mem: 29860 [15:06:11.807387] Epoch: [354] [2220/2904] eta: 0:08:36 lr: 0.001520 loss: 0.1817 (0.1894) loss_rec_all: 0.2083 (0.2153) loss_rec_sfr: 0.2594 (0.2775) loss_cl: -0.2793 (-0.2788) time: 0.7488 data: 0.0002 max mem: 29860 [15:06:26.772158] Epoch: [354] [2240/2904] eta: 0:08:21 lr: 0.001520 loss: 0.1753 (0.1893) loss_rec_all: 0.2018 (0.2153) loss_rec_sfr: 0.2572 (0.2774) loss_cl: -0.2795 (-0.2788) time: 0.7482 data: 0.0002 max mem: 29860 [15:06:41.748312] Epoch: [354] [2260/2904] eta: 0:08:06 lr: 0.001520 loss: 0.1785 (0.1893) loss_rec_all: 0.2045 (0.2152) loss_rec_sfr: 0.2606 (0.2774) loss_cl: -0.2791 (-0.2788) time: 0.7488 data: 0.0002 max mem: 29860 [15:06:56.659749] Epoch: [354] [2280/2904] eta: 0:07:51 lr: 0.001520 loss: 0.1788 (0.1892) loss_rec_all: 0.2050 (0.2152) loss_rec_sfr: 0.2595 (0.2772) loss_cl: -0.2783 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [15:07:11.570407] Epoch: [354] [2300/2904] eta: 0:07:35 lr: 0.001520 loss: 0.1782 (0.1893) loss_rec_all: 0.2043 (0.2153) loss_rec_sfr: 0.2623 (0.2776) loss_cl: -0.2781 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [15:07:26.500391] Epoch: [354] [2320/2904] eta: 0:07:20 lr: 0.001520 loss: 0.1757 (0.1893) loss_rec_all: 0.2019 (0.2153) loss_rec_sfr: 0.2181 (0.2776) loss_cl: -0.2791 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [15:07:41.435322] Epoch: [354] [2340/2904] eta: 0:07:05 lr: 0.001519 loss: 0.1758 (0.1893) loss_rec_all: 0.2020 (0.2152) loss_rec_sfr: 0.2286 (0.2773) loss_cl: -0.2793 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [15:07:56.416196] Epoch: [354] [2360/2904] eta: 0:06:50 lr: 0.001519 loss: 0.1774 (0.1892) loss_rec_all: 0.2038 (0.2152) loss_rec_sfr: 0.2492 (0.2771) loss_cl: -0.2789 (-0.2788) time: 0.7490 data: 0.0003 max mem: 29860 [15:08:11.399763] Epoch: [354] [2380/2904] eta: 0:06:35 lr: 0.001519 loss: 0.1777 (0.1892) loss_rec_all: 0.2039 (0.2152) loss_rec_sfr: 0.2587 (0.2771) loss_cl: -0.2785 (-0.2788) time: 0.7491 data: 0.0003 max mem: 29860 [15:08:26.398116] Epoch: [354] [2400/2904] eta: 0:06:20 lr: 0.001519 loss: 0.1811 (0.1892) loss_rec_all: 0.2073 (0.2152) loss_rec_sfr: 0.2550 (0.2771) loss_cl: -0.2791 (-0.2788) time: 0.7499 data: 0.0002 max mem: 29860 [15:08:41.390763] Epoch: [354] [2420/2904] eta: 0:06:05 lr: 0.001519 loss: 0.1808 (0.1892) loss_rec_all: 0.2068 (0.2152) loss_rec_sfr: 0.2620 (0.2772) loss_cl: -0.2795 (-0.2788) time: 0.7496 data: 0.0003 max mem: 29860 [15:08:56.411493] Epoch: [354] [2440/2904] eta: 0:05:50 lr: 0.001519 loss: 0.1798 (0.1892) loss_rec_all: 0.2065 (0.2152) loss_rec_sfr: 0.2556 (0.2772) loss_cl: -0.2792 (-0.2788) time: 0.7510 data: 0.0003 max mem: 29860 [15:09:11.376467] Epoch: [354] [2460/2904] eta: 0:05:34 lr: 0.001519 loss: 0.1778 (0.1892) loss_rec_all: 0.2037 (0.2152) loss_rec_sfr: 0.2589 (0.2771) loss_cl: -0.2786 (-0.2788) time: 0.7482 data: 0.0002 max mem: 29860 [15:09:26.355361] Epoch: [354] [2480/2904] eta: 0:05:19 lr: 0.001519 loss: 0.1767 (0.1891) loss_rec_all: 0.2031 (0.2151) loss_rec_sfr: 0.2479 (0.2768) loss_cl: -0.2791 (-0.2788) time: 0.7489 data: 0.0002 max mem: 29860 [15:09:41.323417] Epoch: [354] [2500/2904] eta: 0:05:04 lr: 0.001519 loss: 0.1777 (0.1892) loss_rec_all: 0.2038 (0.2151) loss_rec_sfr: 0.2633 (0.2770) loss_cl: -0.2788 (-0.2788) time: 0.7484 data: 0.0002 max mem: 29860 [15:09:56.315199] Epoch: [354] [2520/2904] eta: 0:04:49 lr: 0.001519 loss: 0.1796 (0.1893) loss_rec_all: 0.2056 (0.2152) loss_rec_sfr: 0.2582 (0.2773) loss_cl: -0.2782 (-0.2788) time: 0.7495 data: 0.0003 max mem: 29860 [15:10:11.329059] Epoch: [354] [2540/2904] eta: 0:04:34 lr: 0.001519 loss: 0.1802 (0.1893) loss_rec_all: 0.2065 (0.2152) loss_rec_sfr: 0.2621 (0.2772) loss_cl: -0.2788 (-0.2788) time: 0.7506 data: 0.0003 max mem: 29860 [15:10:26.342719] Epoch: [354] [2560/2904] eta: 0:04:19 lr: 0.001519 loss: 0.1805 (0.1892) loss_rec_all: 0.2066 (0.2152) loss_rec_sfr: 0.2531 (0.2773) loss_cl: -0.2791 (-0.2788) time: 0.7506 data: 0.0003 max mem: 29860 [15:10:41.345910] Epoch: [354] [2580/2904] eta: 0:04:04 lr: 0.001519 loss: 0.1822 (0.1893) loss_rec_all: 0.2085 (0.2152) loss_rec_sfr: 0.2613 (0.2774) loss_cl: -0.2793 (-0.2788) time: 0.7501 data: 0.0003 max mem: 29860 [15:10:56.335004] Epoch: [354] [2600/2904] eta: 0:03:49 lr: 0.001519 loss: 0.1810 (0.1893) loss_rec_all: 0.2070 (0.2152) loss_rec_sfr: 0.2552 (0.2775) loss_cl: -0.2796 (-0.2788) time: 0.7494 data: 0.0002 max mem: 29860 [15:11:11.361071] Epoch: [354] [2620/2904] eta: 0:03:34 lr: 0.001519 loss: 0.1799 (0.1893) loss_rec_all: 0.2061 (0.2152) loss_rec_sfr: 0.2639 (0.2775) loss_cl: -0.2790 (-0.2788) time: 0.7513 data: 0.0003 max mem: 29860 [15:11:26.354415] Epoch: [354] [2640/2904] eta: 0:03:19 lr: 0.001519 loss: 0.1792 (0.1893) loss_rec_all: 0.2050 (0.2153) loss_rec_sfr: 0.2629 (0.2777) loss_cl: -0.2787 (-0.2788) time: 0.7496 data: 0.0002 max mem: 29860 [15:11:41.293770] Epoch: [354] [2660/2904] eta: 0:03:03 lr: 0.001519 loss: 0.1824 (0.1894) loss_rec_all: 0.2088 (0.2153) loss_rec_sfr: 0.2582 (0.2778) loss_cl: -0.2793 (-0.2789) time: 0.7469 data: 0.0002 max mem: 29860 [15:11:56.238500] Epoch: [354] [2680/2904] eta: 0:02:48 lr: 0.001519 loss: 0.1798 (0.1894) loss_rec_all: 0.2057 (0.2153) loss_rec_sfr: 0.2564 (0.2777) loss_cl: -0.2791 (-0.2789) time: 0.7472 data: 0.0002 max mem: 29860 [15:12:11.225795] Epoch: [354] [2700/2904] eta: 0:02:33 lr: 0.001519 loss: 0.1775 (0.1894) loss_rec_all: 0.2038 (0.2153) loss_rec_sfr: 0.2699 (0.2776) loss_cl: -0.2789 (-0.2789) time: 0.7493 data: 0.0003 max mem: 29860 [15:12:26.235238] Epoch: [354] [2720/2904] eta: 0:02:18 lr: 0.001519 loss: 0.1782 (0.1894) loss_rec_all: 0.2040 (0.2153) loss_rec_sfr: 0.2643 (0.2777) loss_cl: -0.2779 (-0.2788) time: 0.7504 data: 0.0003 max mem: 29860 [15:12:41.208971] Epoch: [354] [2740/2904] eta: 0:02:03 lr: 0.001519 loss: 0.1813 (0.1894) loss_rec_all: 0.2070 (0.2153) loss_rec_sfr: 0.2579 (0.2777) loss_cl: -0.2781 (-0.2788) time: 0.7486 data: 0.0003 max mem: 29860 [15:12:56.200225] Epoch: [354] [2760/2904] eta: 0:01:48 lr: 0.001519 loss: 0.1774 (0.1893) loss_rec_all: 0.2035 (0.2153) loss_rec_sfr: 0.2568 (0.2775) loss_cl: -0.2791 (-0.2788) time: 0.7495 data: 0.0002 max mem: 29860 [15:13:11.173808] Epoch: [354] [2780/2904] eta: 0:01:33 lr: 0.001519 loss: 0.1777 (0.1893) loss_rec_all: 0.2041 (0.2152) loss_rec_sfr: 0.2564 (0.2774) loss_cl: -0.2798 (-0.2788) time: 0.7486 data: 0.0002 max mem: 29860 [15:13:26.160799] Epoch: [354] [2800/2904] eta: 0:01:18 lr: 0.001519 loss: 0.1802 (0.1893) loss_rec_all: 0.2061 (0.2152) loss_rec_sfr: 0.2593 (0.2773) loss_cl: -0.2795 (-0.2788) time: 0.7493 data: 0.0002 max mem: 29860 [15:13:41.135615] Epoch: [354] [2820/2904] eta: 0:01:03 lr: 0.001519 loss: 0.1804 (0.1892) loss_rec_all: 0.2063 (0.2152) loss_rec_sfr: 0.2497 (0.2771) loss_cl: -0.2783 (-0.2788) time: 0.7487 data: 0.0002 max mem: 29860 [15:13:56.177615] Epoch: [354] [2840/2904] eta: 0:00:48 lr: 0.001519 loss: 0.1817 (0.1893) loss_rec_all: 0.2080 (0.2152) loss_rec_sfr: 0.2593 (0.2772) loss_cl: -0.2784 (-0.2788) time: 0.7521 data: 0.0024 max mem: 29860 [15:14:11.153480] Epoch: [354] [2860/2904] eta: 0:00:33 lr: 0.001519 loss: 0.1765 (0.1892) loss_rec_all: 0.2030 (0.2152) loss_rec_sfr: 0.2203 (0.2771) loss_cl: -0.2797 (-0.2788) time: 0.7487 data: 0.0001 max mem: 29860 [15:14:26.132358] Epoch: [354] [2880/2904] eta: 0:00:18 lr: 0.001519 loss: 0.1765 (0.1892) loss_rec_all: 0.2025 (0.2151) loss_rec_sfr: 0.2561 (0.2770) loss_cl: -0.2795 (-0.2788) time: 0.7489 data: 0.0001 max mem: 29860 [15:14:41.114464] Epoch: [354] [2900/2904] eta: 0:00:03 lr: 0.001519 loss: 0.1806 (0.1891) loss_rec_all: 0.2067 (0.2151) loss_rec_sfr: 0.2553 (0.2768) loss_cl: -0.2785 (-0.2788) time: 0.7491 data: 0.0001 max mem: 29860 [15:14:43.373465] Epoch: [354] [2903/2904] eta: 0:00:00 lr: 0.001519 loss: 0.1815 (0.1891) loss_rec_all: 0.2078 (0.2151) loss_rec_sfr: 0.2559 (0.2768) loss_cl: -0.2785 (-0.2788) time: 0.7490 data: 0.0001 max mem: 29860 [15:14:45.490085] Epoch: [354] Total time: 0:36:30 (0.7544 s / it) [15:14:45.500180] Averaged stats: lr: 0.001519 loss: 0.1815 (0.1910) loss_rec_all: 0.2078 (0.2147) loss_rec_sfr: 0.2559 (0.2750) loss_cl: -0.2785 (-0.2556) [15:14:45.506869] log_dir: ./checkpoint/VF2_ViT-B [15:15:04.727672] Epoch: [355] [ 0/2904] eta: 15:30:14 lr: 0.001519 loss: 0.2342 (0.2342) loss_rec_all: 0.2587 (0.2587) loss_rec_sfr: 0.4438 (0.4438) loss_cl: -0.2763 (-0.2763) time: 19.2199 data: 10.0728 max mem: 29860 [15:15:21.395805] Epoch: [355] [ 20/2904] eta: 1:22:08 lr: 0.001519 loss: 0.1797 (0.1911) loss_rec_all: 0.2057 (0.2169) loss_rec_sfr: 0.2543 (0.2791) loss_cl: -0.2782 (-0.2781) time: 0.8334 data: 0.0797 max mem: 29860 [15:15:36.355115] Epoch: [355] [ 40/2904] eta: 0:59:11 lr: 0.001518 loss: 0.1756 (0.1893) loss_rec_all: 0.2021 (0.2152) loss_rec_sfr: 0.2607 (0.2779) loss_cl: -0.2788 (-0.2784) time: 0.7479 data: 0.0002 max mem: 29860 [15:15:51.331070] Epoch: [355] [ 60/2904] eta: 0:51:08 lr: 0.001518 loss: 0.1781 (0.1883) loss_rec_all: 0.2047 (0.2143) loss_rec_sfr: 0.2568 (0.2754) loss_cl: -0.2793 (-0.2786) time: 0.7487 data: 0.0002 max mem: 29860 [15:16:06.319993] Epoch: [355] [ 80/2904] eta: 0:46:57 lr: 0.001518 loss: 0.1774 (0.1879) loss_rec_all: 0.2037 (0.2139) loss_rec_sfr: 0.2506 (0.2724) loss_cl: -0.2790 (-0.2787) time: 0.7494 data: 0.0002 max mem: 29860 [15:16:21.306931] Epoch: [355] [ 100/2904] eta: 0:44:19 lr: 0.001518 loss: 0.1790 (0.1887) loss_rec_all: 0.2050 (0.2146) loss_rec_sfr: 0.2550 (0.2749) loss_cl: -0.2786 (-0.2787) time: 0.7493 data: 0.0003 max mem: 29860 [15:16:36.298108] Epoch: [355] [ 120/2904] eta: 0:42:28 lr: 0.001518 loss: 0.1794 (0.1884) loss_rec_all: 0.2053 (0.2144) loss_rec_sfr: 0.2593 (0.2723) loss_cl: -0.2782 (-0.2786) time: 0.7495 data: 0.0003 max mem: 29860 [15:16:51.325661] Epoch: [355] [ 140/2904] eta: 0:41:06 lr: 0.001518 loss: 0.1767 (0.1869) loss_rec_all: 0.2031 (0.2129) loss_rec_sfr: 0.2482 (0.2672) loss_cl: -0.2788 (-0.2786) time: 0.7513 data: 0.0003 max mem: 29860 [15:17:06.325812] Epoch: [355] [ 160/2904] eta: 0:39:59 lr: 0.001518 loss: 0.1773 (0.1874) loss_rec_all: 0.2033 (0.2134) loss_rec_sfr: 0.2619 (0.2693) loss_cl: -0.2790 (-0.2786) time: 0.7500 data: 0.0003 max mem: 29860 [15:17:21.318655] Epoch: [355] [ 180/2904] eta: 0:39:04 lr: 0.001518 loss: 0.1741 (0.1871) loss_rec_all: 0.2006 (0.2131) loss_rec_sfr: 0.2138 (0.2678) loss_cl: -0.2799 (-0.2787) time: 0.7496 data: 0.0002 max mem: 29860 [15:17:36.311104] Epoch: [355] [ 200/2904] eta: 0:38:17 lr: 0.001518 loss: 0.1784 (0.1875) loss_rec_all: 0.2049 (0.2135) loss_rec_sfr: 0.2567 (0.2691) loss_cl: -0.2797 (-0.2789) time: 0.7496 data: 0.0002 max mem: 29860 [15:17:51.274591] Epoch: [355] [ 220/2904] eta: 0:37:35 lr: 0.001518 loss: 0.1745 (0.1869) loss_rec_all: 0.2010 (0.2130) loss_rec_sfr: 0.2158 (0.2670) loss_cl: -0.2790 (-0.2789) time: 0.7481 data: 0.0002 max mem: 29860 [15:18:06.262262] Epoch: [355] [ 240/2904] eta: 0:36:58 lr: 0.001518 loss: 0.1798 (0.1877) loss_rec_all: 0.2058 (0.2137) loss_rec_sfr: 0.2548 (0.2693) loss_cl: -0.2784 (-0.2788) time: 0.7493 data: 0.0002 max mem: 29860 [15:18:21.253561] Epoch: [355] [ 260/2904] eta: 0:36:25 lr: 0.001518 loss: 0.1824 (0.1876) loss_rec_all: 0.2085 (0.2136) loss_rec_sfr: 0.2599 (0.2690) loss_cl: -0.2785 (-0.2788) time: 0.7495 data: 0.0002 max mem: 29860 [15:18:36.278652] Epoch: [355] [ 280/2904] eta: 0:35:54 lr: 0.001518 loss: 0.1833 (0.1884) loss_rec_all: 0.2093 (0.2143) loss_rec_sfr: 0.2634 (0.2721) loss_cl: -0.2788 (-0.2788) time: 0.7512 data: 0.0002 max mem: 29860 [15:18:51.276153] Epoch: [355] [ 300/2904] eta: 0:35:26 lr: 0.001518 loss: 0.1834 (0.1887) loss_rec_all: 0.2097 (0.2147) loss_rec_sfr: 0.2564 (0.2735) loss_cl: -0.2795 (-0.2788) time: 0.7498 data: 0.0003 max mem: 29860 [15:19:06.289027] Epoch: [355] [ 320/2904] eta: 0:34:59 lr: 0.001518 loss: 0.1769 (0.1888) loss_rec_all: 0.2031 (0.2148) loss_rec_sfr: 0.2483 (0.2738) loss_cl: -0.2789 (-0.2788) time: 0.7506 data: 0.0002 max mem: 29860 [15:19:21.214428] Epoch: [355] [ 340/2904] eta: 0:34:32 lr: 0.001518 loss: 0.1768 (0.1887) loss_rec_all: 0.2029 (0.2146) loss_rec_sfr: 0.2611 (0.2738) loss_cl: -0.2787 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [15:19:36.140369] Epoch: [355] [ 360/2904] eta: 0:34:07 lr: 0.001518 loss: 0.1763 (0.1886) loss_rec_all: 0.2026 (0.2146) loss_rec_sfr: 0.2411 (0.2734) loss_cl: -0.2787 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [15:19:51.061386] Epoch: [355] [ 380/2904] eta: 0:33:44 lr: 0.001518 loss: 0.1750 (0.1885) loss_rec_all: 0.2015 (0.2145) loss_rec_sfr: 0.2654 (0.2736) loss_cl: -0.2792 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [15:20:05.982843] Epoch: [355] [ 400/2904] eta: 0:33:21 lr: 0.001518 loss: 0.1750 (0.1884) loss_rec_all: 0.2010 (0.2144) loss_rec_sfr: 0.2581 (0.2740) loss_cl: -0.2794 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [15:20:20.908294] Epoch: [355] [ 420/2904] eta: 0:32:58 lr: 0.001518 loss: 0.1811 (0.1883) loss_rec_all: 0.2075 (0.2143) loss_rec_sfr: 0.2568 (0.2740) loss_cl: -0.2798 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [15:20:35.834742] Epoch: [355] [ 440/2904] eta: 0:32:37 lr: 0.001518 loss: 0.1754 (0.1881) loss_rec_all: 0.2016 (0.2141) loss_rec_sfr: 0.2276 (0.2730) loss_cl: -0.2789 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [15:20:50.764454] Epoch: [355] [ 460/2904] eta: 0:32:16 lr: 0.001518 loss: 0.1771 (0.1880) loss_rec_all: 0.2038 (0.2139) loss_rec_sfr: 0.2582 (0.2726) loss_cl: -0.2791 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [15:21:05.683286] Epoch: [355] [ 480/2904] eta: 0:31:55 lr: 0.001518 loss: 0.1812 (0.1883) loss_rec_all: 0.2071 (0.2142) loss_rec_sfr: 0.2590 (0.2739) loss_cl: -0.2787 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [15:21:20.606319] Epoch: [355] [ 500/2904] eta: 0:31:35 lr: 0.001518 loss: 0.1766 (0.1882) loss_rec_all: 0.2026 (0.2142) loss_rec_sfr: 0.2653 (0.2741) loss_cl: -0.2785 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [15:21:35.532471] Epoch: [355] [ 520/2904] eta: 0:31:16 lr: 0.001518 loss: 0.1772 (0.1880) loss_rec_all: 0.2033 (0.2139) loss_rec_sfr: 0.2605 (0.2734) loss_cl: -0.2786 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [15:21:50.452246] Epoch: [355] [ 540/2904] eta: 0:30:56 lr: 0.001518 loss: 0.1765 (0.1879) loss_rec_all: 0.2027 (0.2139) loss_rec_sfr: 0.2575 (0.2735) loss_cl: -0.2790 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [15:22:05.371394] Epoch: [355] [ 560/2904] eta: 0:30:37 lr: 0.001518 loss: 0.1800 (0.1881) loss_rec_all: 0.2063 (0.2141) loss_rec_sfr: 0.2654 (0.2746) loss_cl: -0.2793 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [15:22:20.300931] Epoch: [355] [ 580/2904] eta: 0:30:19 lr: 0.001518 loss: 0.1812 (0.1880) loss_rec_all: 0.2074 (0.2140) loss_rec_sfr: 0.2556 (0.2745) loss_cl: -0.2790 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [15:22:35.227240] Epoch: [355] [ 600/2904] eta: 0:30:00 lr: 0.001518 loss: 0.1790 (0.1883) loss_rec_all: 0.2051 (0.2143) loss_rec_sfr: 0.2655 (0.2757) loss_cl: -0.2782 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [15:22:50.149666] Epoch: [355] [ 620/2904] eta: 0:29:42 lr: 0.001518 loss: 0.1817 (0.1883) loss_rec_all: 0.2077 (0.2142) loss_rec_sfr: 0.2601 (0.2752) loss_cl: -0.2785 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [15:23:05.064300] Epoch: [355] [ 640/2904] eta: 0:29:24 lr: 0.001518 loss: 0.1877 (0.1886) loss_rec_all: 0.2139 (0.2145) loss_rec_sfr: 0.2570 (0.2761) loss_cl: -0.2794 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [15:23:19.978914] Epoch: [355] [ 660/2904] eta: 0:29:06 lr: 0.001517 loss: 0.1769 (0.1886) loss_rec_all: 0.2035 (0.2146) loss_rec_sfr: 0.2544 (0.2763) loss_cl: -0.2790 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [15:23:34.901091] Epoch: [355] [ 680/2904] eta: 0:28:48 lr: 0.001517 loss: 0.1766 (0.1884) loss_rec_all: 0.2027 (0.2144) loss_rec_sfr: 0.2531 (0.2755) loss_cl: -0.2789 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [15:23:49.820800] Epoch: [355] [ 700/2904] eta: 0:28:31 lr: 0.001517 loss: 0.1790 (0.1884) loss_rec_all: 0.2050 (0.2144) loss_rec_sfr: 0.2551 (0.2754) loss_cl: -0.2795 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [15:24:04.740566] Epoch: [355] [ 720/2904] eta: 0:28:13 lr: 0.001517 loss: 0.1816 (0.1885) loss_rec_all: 0.2076 (0.2144) loss_rec_sfr: 0.2554 (0.2756) loss_cl: -0.2787 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [15:24:19.661278] Epoch: [355] [ 740/2904] eta: 0:27:56 lr: 0.001517 loss: 0.1779 (0.1885) loss_rec_all: 0.2043 (0.2145) loss_rec_sfr: 0.2511 (0.2756) loss_cl: -0.2792 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [15:24:34.580316] Epoch: [355] [ 760/2904] eta: 0:27:39 lr: 0.001517 loss: 0.1798 (0.1887) loss_rec_all: 0.2058 (0.2147) loss_rec_sfr: 0.2668 (0.2762) loss_cl: -0.2790 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [15:24:49.499627] Epoch: [355] [ 780/2904] eta: 0:27:22 lr: 0.001517 loss: 0.1808 (0.1887) loss_rec_all: 0.2069 (0.2147) loss_rec_sfr: 0.2518 (0.2762) loss_cl: -0.2788 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [15:25:04.420328] Epoch: [355] [ 800/2904] eta: 0:27:05 lr: 0.001517 loss: 0.1796 (0.1887) loss_rec_all: 0.2062 (0.2146) loss_rec_sfr: 0.2547 (0.2759) loss_cl: -0.2792 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [15:25:19.346959] Epoch: [355] [ 820/2904] eta: 0:26:48 lr: 0.001517 loss: 0.1779 (0.1888) loss_rec_all: 0.2040 (0.2148) loss_rec_sfr: 0.2640 (0.2764) loss_cl: -0.2784 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [15:25:34.263868] Epoch: [355] [ 840/2904] eta: 0:26:32 lr: 0.001517 loss: 0.1765 (0.1887) loss_rec_all: 0.2025 (0.2146) loss_rec_sfr: 0.2539 (0.2759) loss_cl: -0.2792 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [15:25:49.175250] Epoch: [355] [ 860/2904] eta: 0:26:15 lr: 0.001517 loss: 0.1757 (0.1886) loss_rec_all: 0.2021 (0.2146) loss_rec_sfr: 0.2162 (0.2754) loss_cl: -0.2791 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [15:26:04.089523] Epoch: [355] [ 880/2904] eta: 0:25:58 lr: 0.001517 loss: 0.1750 (0.1884) loss_rec_all: 0.2010 (0.2144) loss_rec_sfr: 0.2581 (0.2748) loss_cl: -0.2784 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [15:26:19.004053] Epoch: [355] [ 900/2904] eta: 0:25:42 lr: 0.001517 loss: 0.1767 (0.1884) loss_rec_all: 0.2031 (0.2143) loss_rec_sfr: 0.2201 (0.2745) loss_cl: -0.2785 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [15:26:33.918333] Epoch: [355] [ 920/2904] eta: 0:25:25 lr: 0.001517 loss: 0.1791 (0.1884) loss_rec_all: 0.2054 (0.2143) loss_rec_sfr: 0.2582 (0.2745) loss_cl: -0.2790 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [15:26:48.833666] Epoch: [355] [ 940/2904] eta: 0:25:09 lr: 0.001517 loss: 0.1790 (0.1882) loss_rec_all: 0.2053 (0.2142) loss_rec_sfr: 0.2578 (0.2741) loss_cl: -0.2796 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [15:27:03.747907] Epoch: [355] [ 960/2904] eta: 0:24:53 lr: 0.001517 loss: 0.1768 (0.1881) loss_rec_all: 0.2035 (0.2141) loss_rec_sfr: 0.2145 (0.2733) loss_cl: -0.2799 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [15:27:18.666867] Epoch: [355] [ 980/2904] eta: 0:24:37 lr: 0.001517 loss: 0.1802 (0.1882) loss_rec_all: 0.2066 (0.2142) loss_rec_sfr: 0.2641 (0.2740) loss_cl: -0.2789 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [15:27:33.580779] Epoch: [355] [1000/2904] eta: 0:24:20 lr: 0.001517 loss: 0.1797 (0.1883) loss_rec_all: 0.2058 (0.2143) loss_rec_sfr: 0.2609 (0.2742) loss_cl: -0.2794 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [15:27:48.499871] Epoch: [355] [1020/2904] eta: 0:24:04 lr: 0.001517 loss: 0.1777 (0.1882) loss_rec_all: 0.2035 (0.2142) loss_rec_sfr: 0.2568 (0.2741) loss_cl: -0.2781 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [15:28:03.420742] Epoch: [355] [1040/2904] eta: 0:23:48 lr: 0.001517 loss: 0.1797 (0.1882) loss_rec_all: 0.2058 (0.2142) loss_rec_sfr: 0.2606 (0.2741) loss_cl: -0.2785 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [15:28:18.346280] Epoch: [355] [1060/2904] eta: 0:23:32 lr: 0.001517 loss: 0.1779 (0.1882) loss_rec_all: 0.2041 (0.2141) loss_rec_sfr: 0.2603 (0.2742) loss_cl: -0.2784 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [15:28:33.264077] Epoch: [355] [1080/2904] eta: 0:23:16 lr: 0.001517 loss: 0.1752 (0.1880) loss_rec_all: 0.2018 (0.2139) loss_rec_sfr: 0.2548 (0.2736) loss_cl: -0.2796 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [15:28:48.179305] Epoch: [355] [1100/2904] eta: 0:23:00 lr: 0.001517 loss: 0.1766 (0.1879) loss_rec_all: 0.2031 (0.2139) loss_rec_sfr: 0.2511 (0.2734) loss_cl: -0.2799 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [15:29:03.095351] Epoch: [355] [1120/2904] eta: 0:22:44 lr: 0.001517 loss: 0.1782 (0.1878) loss_rec_all: 0.2047 (0.2138) loss_rec_sfr: 0.2529 (0.2729) loss_cl: -0.2794 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [15:29:18.014749] Epoch: [355] [1140/2904] eta: 0:22:28 lr: 0.001517 loss: 0.1822 (0.1879) loss_rec_all: 0.2085 (0.2138) loss_rec_sfr: 0.2643 (0.2732) loss_cl: -0.2792 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [15:29:32.930906] Epoch: [355] [1160/2904] eta: 0:22:12 lr: 0.001517 loss: 0.1770 (0.1877) loss_rec_all: 0.2034 (0.2137) loss_rec_sfr: 0.2536 (0.2728) loss_cl: -0.2803 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [15:29:47.840975] Epoch: [355] [1180/2904] eta: 0:21:57 lr: 0.001517 loss: 0.1845 (0.1878) loss_rec_all: 0.2110 (0.2138) loss_rec_sfr: 0.2519 (0.2730) loss_cl: -0.2792 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [15:30:02.755749] Epoch: [355] [1200/2904] eta: 0:21:41 lr: 0.001517 loss: 0.1837 (0.1879) loss_rec_all: 0.2096 (0.2139) loss_rec_sfr: 0.2700 (0.2733) loss_cl: -0.2787 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [15:30:17.678873] Epoch: [355] [1220/2904] eta: 0:21:25 lr: 0.001517 loss: 0.1786 (0.1880) loss_rec_all: 0.2047 (0.2140) loss_rec_sfr: 0.2656 (0.2737) loss_cl: -0.2793 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [15:30:32.593819] Epoch: [355] [1240/2904] eta: 0:21:09 lr: 0.001517 loss: 0.1749 (0.1881) loss_rec_all: 0.2010 (0.2141) loss_rec_sfr: 0.2594 (0.2739) loss_cl: -0.2799 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [15:30:47.516288] Epoch: [355] [1260/2904] eta: 0:20:54 lr: 0.001516 loss: 0.1795 (0.1882) loss_rec_all: 0.2055 (0.2142) loss_rec_sfr: 0.2658 (0.2742) loss_cl: -0.2793 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [15:31:02.433860] Epoch: [355] [1280/2904] eta: 0:20:38 lr: 0.001516 loss: 0.1805 (0.1882) loss_rec_all: 0.2066 (0.2142) loss_rec_sfr: 0.2580 (0.2744) loss_cl: -0.2790 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [15:31:17.350234] Epoch: [355] [1300/2904] eta: 0:20:22 lr: 0.001516 loss: 0.1778 (0.1884) loss_rec_all: 0.2038 (0.2143) loss_rec_sfr: 0.2661 (0.2750) loss_cl: -0.2788 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [15:31:32.274195] Epoch: [355] [1320/2904] eta: 0:20:07 lr: 0.001516 loss: 0.1771 (0.1883) loss_rec_all: 0.2038 (0.2143) loss_rec_sfr: 0.2294 (0.2747) loss_cl: -0.2789 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [15:31:47.186953] Epoch: [355] [1340/2904] eta: 0:19:51 lr: 0.001516 loss: 0.1788 (0.1883) loss_rec_all: 0.2053 (0.2143) loss_rec_sfr: 0.2597 (0.2747) loss_cl: -0.2793 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [15:32:02.100609] Epoch: [355] [1360/2904] eta: 0:19:35 lr: 0.001516 loss: 0.1802 (0.1883) loss_rec_all: 0.2064 (0.2142) loss_rec_sfr: 0.2554 (0.2745) loss_cl: -0.2787 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [15:32:17.015409] Epoch: [355] [1380/2904] eta: 0:19:20 lr: 0.001516 loss: 0.1813 (0.1884) loss_rec_all: 0.2073 (0.2143) loss_rec_sfr: 0.2551 (0.2748) loss_cl: -0.2784 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [15:32:31.937162] Epoch: [355] [1400/2904] eta: 0:19:04 lr: 0.001516 loss: 0.1770 (0.1883) loss_rec_all: 0.2036 (0.2142) loss_rec_sfr: 0.2562 (0.2745) loss_cl: -0.2795 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [15:32:46.860768] Epoch: [355] [1420/2904] eta: 0:18:49 lr: 0.001516 loss: 0.1790 (0.1884) loss_rec_all: 0.2053 (0.2143) loss_rec_sfr: 0.2674 (0.2749) loss_cl: -0.2789 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [15:33:01.782080] Epoch: [355] [1440/2904] eta: 0:18:33 lr: 0.001516 loss: 0.1792 (0.1884) loss_rec_all: 0.2051 (0.2144) loss_rec_sfr: 0.2617 (0.2752) loss_cl: -0.2787 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [15:33:16.698330] Epoch: [355] [1460/2904] eta: 0:18:18 lr: 0.001516 loss: 0.1763 (0.1883) loss_rec_all: 0.2027 (0.2143) loss_rec_sfr: 0.2469 (0.2748) loss_cl: -0.2793 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [15:33:31.608550] Epoch: [355] [1480/2904] eta: 0:18:02 lr: 0.001516 loss: 0.1803 (0.1884) loss_rec_all: 0.2065 (0.2143) loss_rec_sfr: 0.2592 (0.2749) loss_cl: -0.2797 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [15:33:46.520088] Epoch: [355] [1500/2904] eta: 0:17:47 lr: 0.001516 loss: 0.1756 (0.1883) loss_rec_all: 0.2016 (0.2142) loss_rec_sfr: 0.2195 (0.2746) loss_cl: -0.2788 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [15:34:01.432033] Epoch: [355] [1520/2904] eta: 0:17:31 lr: 0.001516 loss: 0.1782 (0.1883) loss_rec_all: 0.2045 (0.2142) loss_rec_sfr: 0.2568 (0.2746) loss_cl: -0.2786 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [15:34:16.351823] Epoch: [355] [1540/2904] eta: 0:17:16 lr: 0.001516 loss: 0.1785 (0.1882) loss_rec_all: 0.2048 (0.2142) loss_rec_sfr: 0.2453 (0.2744) loss_cl: -0.2786 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [15:34:31.275213] Epoch: [355] [1560/2904] eta: 0:17:00 lr: 0.001516 loss: 0.1801 (0.1883) loss_rec_all: 0.2066 (0.2143) loss_rec_sfr: 0.2684 (0.2746) loss_cl: -0.2788 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [15:34:46.192905] Epoch: [355] [1580/2904] eta: 0:16:45 lr: 0.001516 loss: 0.1766 (0.1883) loss_rec_all: 0.2027 (0.2142) loss_rec_sfr: 0.2556 (0.2746) loss_cl: -0.2799 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [15:35:01.113233] Epoch: [355] [1600/2904] eta: 0:16:30 lr: 0.001516 loss: 0.1783 (0.1884) loss_rec_all: 0.2044 (0.2143) loss_rec_sfr: 0.2617 (0.2750) loss_cl: -0.2789 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [15:35:16.038900] Epoch: [355] [1620/2904] eta: 0:16:14 lr: 0.001516 loss: 0.1819 (0.1884) loss_rec_all: 0.2080 (0.2144) loss_rec_sfr: 0.2576 (0.2752) loss_cl: -0.2782 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [15:35:30.959729] Epoch: [355] [1640/2904] eta: 0:15:59 lr: 0.001516 loss: 0.1774 (0.1884) loss_rec_all: 0.2033 (0.2144) loss_rec_sfr: 0.2551 (0.2754) loss_cl: -0.2780 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [15:35:45.883150] Epoch: [355] [1660/2904] eta: 0:15:43 lr: 0.001516 loss: 0.1810 (0.1885) loss_rec_all: 0.2070 (0.2144) loss_rec_sfr: 0.2608 (0.2754) loss_cl: -0.2789 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [15:36:00.805167] Epoch: [355] [1680/2904] eta: 0:15:28 lr: 0.001516 loss: 0.1784 (0.1885) loss_rec_all: 0.2048 (0.2144) loss_rec_sfr: 0.2526 (0.2753) loss_cl: -0.2788 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [15:36:15.863998] Epoch: [355] [1700/2904] eta: 0:15:13 lr: 0.001516 loss: 0.1806 (0.1884) loss_rec_all: 0.2064 (0.2144) loss_rec_sfr: 0.2630 (0.2752) loss_cl: -0.2795 (-0.2789) time: 0.7529 data: 0.0002 max mem: 29860 [15:36:30.789451] Epoch: [355] [1720/2904] eta: 0:14:57 lr: 0.001516 loss: 0.1789 (0.1884) loss_rec_all: 0.2049 (0.2143) loss_rec_sfr: 0.2642 (0.2752) loss_cl: -0.2790 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [15:36:45.722091] Epoch: [355] [1740/2904] eta: 0:14:42 lr: 0.001516 loss: 0.1790 (0.1884) loss_rec_all: 0.2051 (0.2144) loss_rec_sfr: 0.2607 (0.2753) loss_cl: -0.2789 (-0.2789) time: 0.7466 data: 0.0002 max mem: 29860 [15:37:00.644444] Epoch: [355] [1760/2904] eta: 0:14:27 lr: 0.001516 loss: 0.1815 (0.1884) loss_rec_all: 0.2075 (0.2144) loss_rec_sfr: 0.2599 (0.2754) loss_cl: -0.2791 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [15:37:15.568306] Epoch: [355] [1780/2904] eta: 0:14:11 lr: 0.001516 loss: 0.1802 (0.1884) loss_rec_all: 0.2063 (0.2144) loss_rec_sfr: 0.2637 (0.2755) loss_cl: -0.2792 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [15:37:30.490306] Epoch: [355] [1800/2904] eta: 0:13:56 lr: 0.001516 loss: 0.1803 (0.1884) loss_rec_all: 0.2063 (0.2143) loss_rec_sfr: 0.2561 (0.2753) loss_cl: -0.2789 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [15:37:45.417633] Epoch: [355] [1820/2904] eta: 0:13:41 lr: 0.001516 loss: 0.1792 (0.1883) loss_rec_all: 0.2053 (0.2143) loss_rec_sfr: 0.2571 (0.2751) loss_cl: -0.2786 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [15:38:00.359273] Epoch: [355] [1840/2904] eta: 0:13:26 lr: 0.001516 loss: 0.1775 (0.1883) loss_rec_all: 0.2043 (0.2142) loss_rec_sfr: 0.2412 (0.2749) loss_cl: -0.2793 (-0.2789) time: 0.7470 data: 0.0002 max mem: 29860 [15:38:15.299446] Epoch: [355] [1860/2904] eta: 0:13:10 lr: 0.001515 loss: 0.1797 (0.1882) loss_rec_all: 0.2058 (0.2142) loss_rec_sfr: 0.2507 (0.2747) loss_cl: -0.2785 (-0.2789) time: 0.7470 data: 0.0002 max mem: 29860 [15:38:30.236949] Epoch: [355] [1880/2904] eta: 0:12:55 lr: 0.001515 loss: 0.1777 (0.1882) loss_rec_all: 0.2038 (0.2142) loss_rec_sfr: 0.2532 (0.2746) loss_cl: -0.2792 (-0.2789) time: 0.7468 data: 0.0002 max mem: 29860 [15:38:45.183877] Epoch: [355] [1900/2904] eta: 0:12:40 lr: 0.001515 loss: 0.1756 (0.1882) loss_rec_all: 0.2019 (0.2141) loss_rec_sfr: 0.2521 (0.2745) loss_cl: -0.2784 (-0.2789) time: 0.7473 data: 0.0002 max mem: 29860 [15:39:00.128395] Epoch: [355] [1920/2904] eta: 0:12:25 lr: 0.001515 loss: 0.1767 (0.1881) loss_rec_all: 0.2032 (0.2141) loss_rec_sfr: 0.2480 (0.2743) loss_cl: -0.2788 (-0.2789) time: 0.7472 data: 0.0002 max mem: 29860 [15:39:15.077770] Epoch: [355] [1940/2904] eta: 0:12:09 lr: 0.001515 loss: 0.1760 (0.1881) loss_rec_all: 0.2022 (0.2141) loss_rec_sfr: 0.2635 (0.2744) loss_cl: -0.2798 (-0.2789) time: 0.7474 data: 0.0002 max mem: 29860 [15:39:30.045453] Epoch: [355] [1960/2904] eta: 0:11:54 lr: 0.001515 loss: 0.1746 (0.1882) loss_rec_all: 0.2011 (0.2142) loss_rec_sfr: 0.2455 (0.2745) loss_cl: -0.2782 (-0.2789) time: 0.7483 data: 0.0002 max mem: 29860 [15:39:45.012853] Epoch: [355] [1980/2904] eta: 0:11:39 lr: 0.001515 loss: 0.1824 (0.1883) loss_rec_all: 0.2084 (0.2142) loss_rec_sfr: 0.2608 (0.2748) loss_cl: -0.2797 (-0.2789) time: 0.7483 data: 0.0002 max mem: 29860 [15:39:59.952835] Epoch: [355] [2000/2904] eta: 0:11:24 lr: 0.001515 loss: 0.1749 (0.1883) loss_rec_all: 0.2009 (0.2143) loss_rec_sfr: 0.2560 (0.2749) loss_cl: -0.2783 (-0.2789) time: 0.7469 data: 0.0003 max mem: 29860 [15:40:14.896012] Epoch: [355] [2020/2904] eta: 0:11:08 lr: 0.001515 loss: 0.1777 (0.1883) loss_rec_all: 0.2040 (0.2142) loss_rec_sfr: 0.2524 (0.2748) loss_cl: -0.2791 (-0.2789) time: 0.7471 data: 0.0002 max mem: 29860 [15:40:29.836652] Epoch: [355] [2040/2904] eta: 0:10:53 lr: 0.001515 loss: 0.1849 (0.1883) loss_rec_all: 0.2112 (0.2142) loss_rec_sfr: 0.2498 (0.2747) loss_cl: -0.2790 (-0.2789) time: 0.7470 data: 0.0002 max mem: 29860 [15:40:44.794471] Epoch: [355] [2060/2904] eta: 0:10:38 lr: 0.001515 loss: 0.1749 (0.1882) loss_rec_all: 0.2012 (0.2142) loss_rec_sfr: 0.2497 (0.2745) loss_cl: -0.2787 (-0.2789) time: 0.7478 data: 0.0002 max mem: 29860 [15:40:59.746309] Epoch: [355] [2080/2904] eta: 0:10:23 lr: 0.001515 loss: 0.1851 (0.1883) loss_rec_all: 0.2112 (0.2142) loss_rec_sfr: 0.2615 (0.2747) loss_cl: -0.2785 (-0.2789) time: 0.7475 data: 0.0002 max mem: 29860 [15:41:14.714016] Epoch: [355] [2100/2904] eta: 0:10:08 lr: 0.001515 loss: 0.1757 (0.1882) loss_rec_all: 0.2022 (0.2141) loss_rec_sfr: 0.2170 (0.2743) loss_cl: -0.2792 (-0.2789) time: 0.7483 data: 0.0002 max mem: 29860 [15:41:29.685973] Epoch: [355] [2120/2904] eta: 0:09:52 lr: 0.001515 loss: 0.1819 (0.1882) loss_rec_all: 0.2079 (0.2142) loss_rec_sfr: 0.2566 (0.2743) loss_cl: -0.2799 (-0.2789) time: 0.7485 data: 0.0003 max mem: 29860 [15:41:44.634489] Epoch: [355] [2140/2904] eta: 0:09:37 lr: 0.001515 loss: 0.1772 (0.1882) loss_rec_all: 0.2039 (0.2142) loss_rec_sfr: 0.2588 (0.2743) loss_cl: -0.2785 (-0.2789) time: 0.7474 data: 0.0003 max mem: 29860 [15:41:59.561008] Epoch: [355] [2160/2904] eta: 0:09:22 lr: 0.001515 loss: 0.1780 (0.1882) loss_rec_all: 0.2041 (0.2141) loss_rec_sfr: 0.2555 (0.2741) loss_cl: -0.2792 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [15:42:14.478329] Epoch: [355] [2180/2904] eta: 0:09:07 lr: 0.001515 loss: 0.1783 (0.1881) loss_rec_all: 0.2049 (0.2141) loss_rec_sfr: 0.2566 (0.2740) loss_cl: -0.2790 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [15:42:29.396687] Epoch: [355] [2200/2904] eta: 0:08:52 lr: 0.001515 loss: 0.1813 (0.1882) loss_rec_all: 0.2072 (0.2142) loss_rec_sfr: 0.2556 (0.2742) loss_cl: -0.2794 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [15:42:44.319257] Epoch: [355] [2220/2904] eta: 0:08:36 lr: 0.001515 loss: 0.1795 (0.1882) loss_rec_all: 0.2056 (0.2142) loss_rec_sfr: 0.2605 (0.2743) loss_cl: -0.2790 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [15:42:59.236725] Epoch: [355] [2240/2904] eta: 0:08:21 lr: 0.001515 loss: 0.1771 (0.1882) loss_rec_all: 0.2035 (0.2142) loss_rec_sfr: 0.2597 (0.2743) loss_cl: -0.2790 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [15:43:14.155894] Epoch: [355] [2260/2904] eta: 0:08:06 lr: 0.001515 loss: 0.1835 (0.1882) loss_rec_all: 0.2096 (0.2142) loss_rec_sfr: 0.2570 (0.2743) loss_cl: -0.2784 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [15:43:29.072837] Epoch: [355] [2280/2904] eta: 0:07:51 lr: 0.001515 loss: 0.1760 (0.1883) loss_rec_all: 0.2020 (0.2142) loss_rec_sfr: 0.2576 (0.2744) loss_cl: -0.2784 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [15:43:43.985762] Epoch: [355] [2300/2904] eta: 0:07:36 lr: 0.001515 loss: 0.1854 (0.1884) loss_rec_all: 0.2115 (0.2143) loss_rec_sfr: 0.2604 (0.2748) loss_cl: -0.2787 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [15:43:58.900083] Epoch: [355] [2320/2904] eta: 0:07:21 lr: 0.001515 loss: 0.1822 (0.1885) loss_rec_all: 0.2086 (0.2144) loss_rec_sfr: 0.2609 (0.2752) loss_cl: -0.2788 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [15:44:13.823323] Epoch: [355] [2340/2904] eta: 0:07:06 lr: 0.001515 loss: 0.1791 (0.1884) loss_rec_all: 0.2053 (0.2144) loss_rec_sfr: 0.2552 (0.2750) loss_cl: -0.2786 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [15:44:28.747128] Epoch: [355] [2360/2904] eta: 0:06:50 lr: 0.001515 loss: 0.1747 (0.1883) loss_rec_all: 0.2007 (0.2143) loss_rec_sfr: 0.2481 (0.2748) loss_cl: -0.2788 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [15:44:43.666415] Epoch: [355] [2380/2904] eta: 0:06:35 lr: 0.001515 loss: 0.1747 (0.1883) loss_rec_all: 0.2008 (0.2143) loss_rec_sfr: 0.2596 (0.2748) loss_cl: -0.2789 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [15:44:58.581125] Epoch: [355] [2400/2904] eta: 0:06:20 lr: 0.001515 loss: 0.1750 (0.1883) loss_rec_all: 0.2009 (0.2142) loss_rec_sfr: 0.2609 (0.2747) loss_cl: -0.2790 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [15:45:13.496169] Epoch: [355] [2420/2904] eta: 0:06:05 lr: 0.001515 loss: 0.1791 (0.1883) loss_rec_all: 0.2053 (0.2143) loss_rec_sfr: 0.2623 (0.2749) loss_cl: -0.2785 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [15:45:28.412696] Epoch: [355] [2440/2904] eta: 0:05:50 lr: 0.001515 loss: 0.1856 (0.1884) loss_rec_all: 0.2119 (0.2143) loss_rec_sfr: 0.2650 (0.2750) loss_cl: -0.2785 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [15:45:43.340080] Epoch: [355] [2460/2904] eta: 0:05:35 lr: 0.001515 loss: 0.1826 (0.1884) loss_rec_all: 0.2087 (0.2144) loss_rec_sfr: 0.2591 (0.2750) loss_cl: -0.2794 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [15:45:58.259259] Epoch: [355] [2480/2904] eta: 0:05:20 lr: 0.001514 loss: 0.1791 (0.1884) loss_rec_all: 0.2053 (0.2143) loss_rec_sfr: 0.2496 (0.2749) loss_cl: -0.2797 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [15:46:13.176989] Epoch: [355] [2500/2904] eta: 0:05:04 lr: 0.001514 loss: 0.1785 (0.1884) loss_rec_all: 0.2050 (0.2144) loss_rec_sfr: 0.2616 (0.2751) loss_cl: -0.2793 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [15:46:28.091720] Epoch: [355] [2520/2904] eta: 0:04:49 lr: 0.001514 loss: 0.1765 (0.1884) loss_rec_all: 0.2029 (0.2143) loss_rec_sfr: 0.2610 (0.2749) loss_cl: -0.2793 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [15:46:43.011694] Epoch: [355] [2540/2904] eta: 0:04:34 lr: 0.001514 loss: 0.1790 (0.1884) loss_rec_all: 0.2051 (0.2144) loss_rec_sfr: 0.2603 (0.2749) loss_cl: -0.2786 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [15:46:57.924283] Epoch: [355] [2560/2904] eta: 0:04:19 lr: 0.001514 loss: 0.1815 (0.1884) loss_rec_all: 0.2075 (0.2143) loss_rec_sfr: 0.2564 (0.2748) loss_cl: -0.2788 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [15:47:12.849291] Epoch: [355] [2580/2904] eta: 0:04:04 lr: 0.001514 loss: 0.1797 (0.1883) loss_rec_all: 0.2056 (0.2143) loss_rec_sfr: 0.2605 (0.2748) loss_cl: -0.2791 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [15:47:27.774944] Epoch: [355] [2600/2904] eta: 0:03:49 lr: 0.001514 loss: 0.1799 (0.1883) loss_rec_all: 0.2063 (0.2143) loss_rec_sfr: 0.2593 (0.2748) loss_cl: -0.2797 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [15:47:42.697273] Epoch: [355] [2620/2904] eta: 0:03:34 lr: 0.001514 loss: 0.1800 (0.1884) loss_rec_all: 0.2060 (0.2143) loss_rec_sfr: 0.2597 (0.2749) loss_cl: -0.2789 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [15:47:57.614663] Epoch: [355] [2640/2904] eta: 0:03:19 lr: 0.001514 loss: 0.1767 (0.1883) loss_rec_all: 0.2029 (0.2143) loss_rec_sfr: 0.2511 (0.2748) loss_cl: -0.2792 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [15:48:12.536486] Epoch: [355] [2660/2904] eta: 0:03:04 lr: 0.001514 loss: 0.1768 (0.1883) loss_rec_all: 0.2034 (0.2143) loss_rec_sfr: 0.2547 (0.2747) loss_cl: -0.2790 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [15:48:27.457826] Epoch: [355] [2680/2904] eta: 0:02:48 lr: 0.001514 loss: 0.1817 (0.1883) loss_rec_all: 0.2081 (0.2143) loss_rec_sfr: 0.2466 (0.2746) loss_cl: -0.2793 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [15:48:42.378029] Epoch: [355] [2700/2904] eta: 0:02:33 lr: 0.001514 loss: 0.1806 (0.1883) loss_rec_all: 0.2069 (0.2143) loss_rec_sfr: 0.2549 (0.2746) loss_cl: -0.2797 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [15:48:57.295523] Epoch: [355] [2720/2904] eta: 0:02:18 lr: 0.001514 loss: 0.1764 (0.1883) loss_rec_all: 0.2028 (0.2143) loss_rec_sfr: 0.2610 (0.2746) loss_cl: -0.2783 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [15:49:12.214124] Epoch: [355] [2740/2904] eta: 0:02:03 lr: 0.001514 loss: 0.1786 (0.1883) loss_rec_all: 0.2050 (0.2142) loss_rec_sfr: 0.2491 (0.2745) loss_cl: -0.2781 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [15:49:27.135662] Epoch: [355] [2760/2904] eta: 0:01:48 lr: 0.001514 loss: 0.1761 (0.1883) loss_rec_all: 0.2024 (0.2142) loss_rec_sfr: 0.2617 (0.2746) loss_cl: -0.2784 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [15:49:42.059723] Epoch: [355] [2780/2904] eta: 0:01:33 lr: 0.001514 loss: 0.1770 (0.1882) loss_rec_all: 0.2028 (0.2142) loss_rec_sfr: 0.2607 (0.2745) loss_cl: -0.2783 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [15:49:56.981959] Epoch: [355] [2800/2904] eta: 0:01:18 lr: 0.001514 loss: 0.1778 (0.1882) loss_rec_all: 0.2040 (0.2142) loss_rec_sfr: 0.2584 (0.2746) loss_cl: -0.2787 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [15:50:11.910920] Epoch: [355] [2820/2904] eta: 0:01:03 lr: 0.001514 loss: 0.1783 (0.1883) loss_rec_all: 0.2044 (0.2142) loss_rec_sfr: 0.2690 (0.2748) loss_cl: -0.2796 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [15:50:26.877205] Epoch: [355] [2840/2904] eta: 0:00:48 lr: 0.001514 loss: 0.1763 (0.1882) loss_rec_all: 0.2025 (0.2142) loss_rec_sfr: 0.2571 (0.2746) loss_cl: -0.2793 (-0.2789) time: 0.7483 data: 0.0023 max mem: 29860 [15:50:41.784676] Epoch: [355] [2860/2904] eta: 0:00:33 lr: 0.001514 loss: 0.1809 (0.1882) loss_rec_all: 0.2069 (0.2142) loss_rec_sfr: 0.2564 (0.2746) loss_cl: -0.2795 (-0.2789) time: 0.7453 data: 0.0001 max mem: 29860 [15:50:56.689365] Epoch: [355] [2880/2904] eta: 0:00:18 lr: 0.001514 loss: 0.1803 (0.1882) loss_rec_all: 0.2063 (0.2141) loss_rec_sfr: 0.2249 (0.2744) loss_cl: -0.2792 (-0.2789) time: 0.7452 data: 0.0001 max mem: 29860 [15:51:11.596419] Epoch: [355] [2900/2904] eta: 0:00:03 lr: 0.001514 loss: 0.1756 (0.1882) loss_rec_all: 0.2019 (0.2141) loss_rec_sfr: 0.2586 (0.2744) loss_cl: -0.2793 (-0.2789) time: 0.7453 data: 0.0001 max mem: 29860 [15:51:13.839502] Epoch: [355] [2903/2904] eta: 0:00:00 lr: 0.001514 loss: 0.1762 (0.1882) loss_rec_all: 0.2022 (0.2141) loss_rec_sfr: 0.2586 (0.2745) loss_cl: -0.2788 (-0.2789) time: 0.7454 data: 0.0001 max mem: 29860 [15:51:16.116473] Epoch: [355] Total time: 0:36:30 (0.7543 s / it) [15:51:16.119305] Averaged stats: lr: 0.001514 loss: 0.1762 (0.1910) loss_rec_all: 0.2022 (0.2147) loss_rec_sfr: 0.2586 (0.2757) loss_cl: -0.2788 (-0.2556) [15:51:16.125753] log_dir: ./checkpoint/VF2_ViT-B [15:51:31.925058] Epoch: [356] [ 0/2904] eta: 12:44:37 lr: 0.001514 loss: 0.1820 (0.1820) loss_rec_all: 0.2083 (0.2083) loss_rec_sfr: 0.2530 (0.2530) loss_cl: -0.2801 (-0.2801) time: 15.7981 data: 12.2681 max mem: 29860 [15:51:47.609423] Epoch: [356] [ 20/2904] eta: 1:12:03 lr: 0.001514 loss: 0.1746 (0.1800) loss_rec_all: 0.2006 (0.2061) loss_rec_sfr: 0.2516 (0.2527) loss_cl: -0.2790 (-0.2790) time: 0.7842 data: 0.0002 max mem: 29860 [15:52:02.540305] Epoch: [356] [ 40/2904] eta: 0:54:01 lr: 0.001514 loss: 0.1766 (0.1868) loss_rec_all: 0.2033 (0.2128) loss_rec_sfr: 0.2645 (0.2762) loss_cl: -0.2792 (-0.2790) time: 0.7465 data: 0.0002 max mem: 29860 [15:52:17.505768] Epoch: [356] [ 60/2904] eta: 0:47:41 lr: 0.001514 loss: 0.1786 (0.1888) loss_rec_all: 0.2048 (0.2147) loss_rec_sfr: 0.2653 (0.2825) loss_cl: -0.2792 (-0.2790) time: 0.7482 data: 0.0002 max mem: 29860 [15:52:32.471767] Epoch: [356] [ 80/2904] eta: 0:44:21 lr: 0.001514 loss: 0.1790 (0.1908) loss_rec_all: 0.2051 (0.2167) loss_rec_sfr: 0.2606 (0.2885) loss_cl: -0.2788 (-0.2790) time: 0.7483 data: 0.0003 max mem: 29860 [15:52:47.458785] Epoch: [356] [ 100/2904] eta: 0:42:15 lr: 0.001514 loss: 0.1760 (0.1898) loss_rec_all: 0.2026 (0.2157) loss_rec_sfr: 0.2484 (0.2846) loss_cl: -0.2790 (-0.2789) time: 0.7493 data: 0.0003 max mem: 29860 [15:53:02.440925] Epoch: [356] [ 120/2904] eta: 0:40:45 lr: 0.001514 loss: 0.1790 (0.1900) loss_rec_all: 0.2053 (0.2159) loss_rec_sfr: 0.2617 (0.2851) loss_cl: -0.2791 (-0.2789) time: 0.7491 data: 0.0002 max mem: 29860 [15:53:17.433116] Epoch: [356] [ 140/2904] eta: 0:39:37 lr: 0.001514 loss: 0.1778 (0.1902) loss_rec_all: 0.2044 (0.2161) loss_rec_sfr: 0.2588 (0.2856) loss_cl: -0.2800 (-0.2791) time: 0.7496 data: 0.0003 max mem: 29860 [15:53:32.423184] Epoch: [356] [ 160/2904] eta: 0:38:42 lr: 0.001514 loss: 0.1790 (0.1895) loss_rec_all: 0.2053 (0.2154) loss_rec_sfr: 0.2565 (0.2825) loss_cl: -0.2789 (-0.2790) time: 0.7494 data: 0.0002 max mem: 29860 [15:53:47.445136] Epoch: [356] [ 180/2904] eta: 0:37:57 lr: 0.001513 loss: 0.1821 (0.1905) loss_rec_all: 0.2080 (0.2164) loss_rec_sfr: 0.2605 (0.2852) loss_cl: -0.2785 (-0.2789) time: 0.7510 data: 0.0002 max mem: 29860 [15:54:02.429936] Epoch: [356] [ 200/2904] eta: 0:37:17 lr: 0.001513 loss: 0.1810 (0.1903) loss_rec_all: 0.2072 (0.2162) loss_rec_sfr: 0.2633 (0.2840) loss_cl: -0.2776 (-0.2788) time: 0.7492 data: 0.0002 max mem: 29860 [15:54:17.421717] Epoch: [356] [ 220/2904] eta: 0:36:41 lr: 0.001513 loss: 0.1773 (0.1895) loss_rec_all: 0.2037 (0.2154) loss_rec_sfr: 0.2565 (0.2808) loss_cl: -0.2788 (-0.2788) time: 0.7495 data: 0.0003 max mem: 29860 [15:54:32.388449] Epoch: [356] [ 240/2904] eta: 0:36:09 lr: 0.001513 loss: 0.1745 (0.1895) loss_rec_all: 0.2011 (0.2154) loss_rec_sfr: 0.2626 (0.2808) loss_cl: -0.2797 (-0.2788) time: 0.7483 data: 0.0003 max mem: 29860 [15:54:47.395768] Epoch: [356] [ 260/2904] eta: 0:35:40 lr: 0.001513 loss: 0.1787 (0.1898) loss_rec_all: 0.2050 (0.2157) loss_rec_sfr: 0.2480 (0.2815) loss_cl: -0.2794 (-0.2789) time: 0.7503 data: 0.0002 max mem: 29860 [15:55:02.335105] Epoch: [356] [ 280/2904] eta: 0:35:12 lr: 0.001513 loss: 0.1787 (0.1896) loss_rec_all: 0.2047 (0.2155) loss_rec_sfr: 0.2540 (0.2807) loss_cl: -0.2788 (-0.2789) time: 0.7469 data: 0.0002 max mem: 29860 [15:55:17.264741] Epoch: [356] [ 300/2904] eta: 0:34:45 lr: 0.001513 loss: 0.1776 (0.1897) loss_rec_all: 0.2036 (0.2156) loss_rec_sfr: 0.2515 (0.2807) loss_cl: -0.2784 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [15:55:32.280498] Epoch: [356] [ 320/2904] eta: 0:34:21 lr: 0.001513 loss: 0.1810 (0.1895) loss_rec_all: 0.2074 (0.2154) loss_rec_sfr: 0.2538 (0.2795) loss_cl: -0.2793 (-0.2789) time: 0.7507 data: 0.0002 max mem: 29860 [15:55:47.210914] Epoch: [356] [ 340/2904] eta: 0:33:58 lr: 0.001513 loss: 0.1806 (0.1896) loss_rec_all: 0.2066 (0.2155) loss_rec_sfr: 0.2541 (0.2798) loss_cl: -0.2792 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [15:56:02.140781] Epoch: [356] [ 360/2904] eta: 0:33:35 lr: 0.001513 loss: 0.1768 (0.1896) loss_rec_all: 0.2033 (0.2155) loss_rec_sfr: 0.2487 (0.2796) loss_cl: -0.2793 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [15:56:17.069995] Epoch: [356] [ 380/2904] eta: 0:33:13 lr: 0.001513 loss: 0.1798 (0.1897) loss_rec_all: 0.2059 (0.2156) loss_rec_sfr: 0.2613 (0.2797) loss_cl: -0.2789 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [15:56:31.994774] Epoch: [356] [ 400/2904] eta: 0:32:52 lr: 0.001513 loss: 0.1787 (0.1893) loss_rec_all: 0.2050 (0.2153) loss_rec_sfr: 0.2514 (0.2784) loss_cl: -0.2791 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [15:56:46.928621] Epoch: [356] [ 420/2904] eta: 0:32:31 lr: 0.001513 loss: 0.1753 (0.1890) loss_rec_all: 0.2012 (0.2149) loss_rec_sfr: 0.2612 (0.2777) loss_cl: -0.2780 (-0.2789) time: 0.7467 data: 0.0002 max mem: 29860 [15:57:01.855978] Epoch: [356] [ 440/2904] eta: 0:32:11 lr: 0.001513 loss: 0.1777 (0.1893) loss_rec_all: 0.2036 (0.2153) loss_rec_sfr: 0.2575 (0.2789) loss_cl: -0.2782 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [15:57:16.790341] Epoch: [356] [ 460/2904] eta: 0:31:51 lr: 0.001513 loss: 0.1764 (0.1892) loss_rec_all: 0.2027 (0.2151) loss_rec_sfr: 0.2545 (0.2780) loss_cl: -0.2790 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [15:57:31.717753] Epoch: [356] [ 480/2904] eta: 0:31:32 lr: 0.001513 loss: 0.1785 (0.1891) loss_rec_all: 0.2045 (0.2151) loss_rec_sfr: 0.2528 (0.2775) loss_cl: -0.2792 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [15:57:46.641556] Epoch: [356] [ 500/2904] eta: 0:31:13 lr: 0.001513 loss: 0.1793 (0.1894) loss_rec_all: 0.2055 (0.2154) loss_rec_sfr: 0.2246 (0.2781) loss_cl: -0.2789 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [15:58:01.562778] Epoch: [356] [ 520/2904] eta: 0:30:55 lr: 0.001513 loss: 0.1776 (0.1896) loss_rec_all: 0.2036 (0.2155) loss_rec_sfr: 0.2618 (0.2789) loss_cl: -0.2784 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [15:58:16.485458] Epoch: [356] [ 540/2904] eta: 0:30:36 lr: 0.001513 loss: 0.1779 (0.1893) loss_rec_all: 0.2040 (0.2152) loss_rec_sfr: 0.2482 (0.2778) loss_cl: -0.2786 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [15:58:31.410899] Epoch: [356] [ 560/2904] eta: 0:30:18 lr: 0.001513 loss: 0.1792 (0.1894) loss_rec_all: 0.2057 (0.2153) loss_rec_sfr: 0.2637 (0.2780) loss_cl: -0.2788 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [15:58:46.347540] Epoch: [356] [ 580/2904] eta: 0:30:00 lr: 0.001513 loss: 0.1773 (0.1894) loss_rec_all: 0.2036 (0.2154) loss_rec_sfr: 0.2512 (0.2780) loss_cl: -0.2789 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [15:59:01.273203] Epoch: [356] [ 600/2904] eta: 0:29:43 lr: 0.001513 loss: 0.1810 (0.1893) loss_rec_all: 0.2070 (0.2152) loss_rec_sfr: 0.2600 (0.2779) loss_cl: -0.2791 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [15:59:16.200626] Epoch: [356] [ 620/2904] eta: 0:29:25 lr: 0.001513 loss: 0.1776 (0.1894) loss_rec_all: 0.2038 (0.2154) loss_rec_sfr: 0.2154 (0.2780) loss_cl: -0.2788 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [15:59:31.121697] Epoch: [356] [ 640/2904] eta: 0:29:08 lr: 0.001513 loss: 0.1807 (0.1894) loss_rec_all: 0.2071 (0.2154) loss_rec_sfr: 0.2588 (0.2779) loss_cl: -0.2783 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [15:59:46.044931] Epoch: [356] [ 660/2904] eta: 0:28:50 lr: 0.001513 loss: 0.1783 (0.1891) loss_rec_all: 0.2046 (0.2150) loss_rec_sfr: 0.2533 (0.2770) loss_cl: -0.2786 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [16:00:00.972231] Epoch: [356] [ 680/2904] eta: 0:28:33 lr: 0.001513 loss: 0.1796 (0.1892) loss_rec_all: 0.2057 (0.2151) loss_rec_sfr: 0.2546 (0.2772) loss_cl: -0.2787 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [16:00:15.894506] Epoch: [356] [ 700/2904] eta: 0:28:16 lr: 0.001513 loss: 0.1747 (0.1891) loss_rec_all: 0.2009 (0.2150) loss_rec_sfr: 0.2543 (0.2768) loss_cl: -0.2785 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [16:00:30.821071] Epoch: [356] [ 720/2904] eta: 0:28:00 lr: 0.001513 loss: 0.1743 (0.1889) loss_rec_all: 0.2010 (0.2148) loss_rec_sfr: 0.2502 (0.2761) loss_cl: -0.2801 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [16:00:45.745819] Epoch: [356] [ 740/2904] eta: 0:27:43 lr: 0.001513 loss: 0.1760 (0.1887) loss_rec_all: 0.2023 (0.2146) loss_rec_sfr: 0.2564 (0.2755) loss_cl: -0.2802 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [16:01:00.672328] Epoch: [356] [ 760/2904] eta: 0:27:26 lr: 0.001513 loss: 0.1820 (0.1888) loss_rec_all: 0.2081 (0.2148) loss_rec_sfr: 0.2611 (0.2762) loss_cl: -0.2787 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [16:01:15.595538] Epoch: [356] [ 780/2904] eta: 0:27:10 lr: 0.001512 loss: 0.1786 (0.1887) loss_rec_all: 0.2050 (0.2146) loss_rec_sfr: 0.2564 (0.2756) loss_cl: -0.2779 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [16:01:30.526780] Epoch: [356] [ 800/2904] eta: 0:26:53 lr: 0.001512 loss: 0.1758 (0.1885) loss_rec_all: 0.2018 (0.2145) loss_rec_sfr: 0.2523 (0.2752) loss_cl: -0.2787 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [16:01:45.451562] Epoch: [356] [ 820/2904] eta: 0:26:37 lr: 0.001512 loss: 0.1786 (0.1885) loss_rec_all: 0.2047 (0.2145) loss_rec_sfr: 0.2564 (0.2752) loss_cl: -0.2793 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [16:02:00.381983] Epoch: [356] [ 840/2904] eta: 0:26:21 lr: 0.001512 loss: 0.1800 (0.1886) loss_rec_all: 0.2060 (0.2145) loss_rec_sfr: 0.2646 (0.2753) loss_cl: -0.2785 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [16:02:15.304621] Epoch: [356] [ 860/2904] eta: 0:26:04 lr: 0.001512 loss: 0.1805 (0.1887) loss_rec_all: 0.2065 (0.2147) loss_rec_sfr: 0.2592 (0.2756) loss_cl: -0.2784 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [16:02:30.229982] Epoch: [356] [ 880/2904] eta: 0:25:48 lr: 0.001512 loss: 0.1788 (0.1887) loss_rec_all: 0.2054 (0.2146) loss_rec_sfr: 0.2517 (0.2753) loss_cl: -0.2791 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [16:02:45.154453] Epoch: [356] [ 900/2904] eta: 0:25:32 lr: 0.001512 loss: 0.1796 (0.1887) loss_rec_all: 0.2060 (0.2146) loss_rec_sfr: 0.2541 (0.2752) loss_cl: -0.2793 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [16:03:00.065096] Epoch: [356] [ 920/2904] eta: 0:25:16 lr: 0.001512 loss: 0.1809 (0.1889) loss_rec_all: 0.2071 (0.2148) loss_rec_sfr: 0.2485 (0.2758) loss_cl: -0.2791 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [16:03:14.986850] Epoch: [356] [ 940/2904] eta: 0:25:00 lr: 0.001512 loss: 0.1760 (0.1888) loss_rec_all: 0.2026 (0.2147) loss_rec_sfr: 0.2553 (0.2755) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [16:03:29.908573] Epoch: [356] [ 960/2904] eta: 0:24:44 lr: 0.001512 loss: 0.1827 (0.1890) loss_rec_all: 0.2088 (0.2149) loss_rec_sfr: 0.2584 (0.2760) loss_cl: -0.2783 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [16:03:44.838185] Epoch: [356] [ 980/2904] eta: 0:24:28 lr: 0.001512 loss: 0.1754 (0.1888) loss_rec_all: 0.2016 (0.2148) loss_rec_sfr: 0.2550 (0.2757) loss_cl: -0.2794 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [16:03:59.751795] Epoch: [356] [1000/2904] eta: 0:24:12 lr: 0.001512 loss: 0.1775 (0.1889) loss_rec_all: 0.2038 (0.2148) loss_rec_sfr: 0.2569 (0.2759) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [16:04:14.679672] Epoch: [356] [1020/2904] eta: 0:23:56 lr: 0.001512 loss: 0.1724 (0.1887) loss_rec_all: 0.1985 (0.2146) loss_rec_sfr: 0.2538 (0.2752) loss_cl: -0.2786 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [16:04:29.596199] Epoch: [356] [1040/2904] eta: 0:23:40 lr: 0.001512 loss: 0.1785 (0.1887) loss_rec_all: 0.2048 (0.2146) loss_rec_sfr: 0.2487 (0.2753) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [16:04:44.520580] Epoch: [356] [1060/2904] eta: 0:23:24 lr: 0.001512 loss: 0.1846 (0.1888) loss_rec_all: 0.2107 (0.2147) loss_rec_sfr: 0.2554 (0.2754) loss_cl: -0.2796 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [16:04:59.444412] Epoch: [356] [1080/2904] eta: 0:23:09 lr: 0.001512 loss: 0.1790 (0.1888) loss_rec_all: 0.2051 (0.2148) loss_rec_sfr: 0.2506 (0.2756) loss_cl: -0.2790 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [16:05:14.368811] Epoch: [356] [1100/2904] eta: 0:22:53 lr: 0.001512 loss: 0.1752 (0.1887) loss_rec_all: 0.2016 (0.2147) loss_rec_sfr: 0.2156 (0.2752) loss_cl: -0.2789 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [16:05:29.284545] Epoch: [356] [1120/2904] eta: 0:22:37 lr: 0.001512 loss: 0.1815 (0.1888) loss_rec_all: 0.2080 (0.2147) loss_rec_sfr: 0.2591 (0.2755) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [16:05:44.206406] Epoch: [356] [1140/2904] eta: 0:22:21 lr: 0.001512 loss: 0.1781 (0.1887) loss_rec_all: 0.2042 (0.2147) loss_rec_sfr: 0.2433 (0.2754) loss_cl: -0.2792 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [16:05:59.135762] Epoch: [356] [1160/2904] eta: 0:22:06 lr: 0.001512 loss: 0.1751 (0.1887) loss_rec_all: 0.2015 (0.2147) loss_rec_sfr: 0.2513 (0.2754) loss_cl: -0.2784 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [16:06:14.061008] Epoch: [356] [1180/2904] eta: 0:21:50 lr: 0.001512 loss: 0.1764 (0.1887) loss_rec_all: 0.2024 (0.2146) loss_rec_sfr: 0.2522 (0.2750) loss_cl: -0.2778 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [16:06:28.987924] Epoch: [356] [1200/2904] eta: 0:21:35 lr: 0.001512 loss: 0.1804 (0.1887) loss_rec_all: 0.2064 (0.2146) loss_rec_sfr: 0.2469 (0.2752) loss_cl: -0.2784 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [16:06:43.916738] Epoch: [356] [1220/2904] eta: 0:21:19 lr: 0.001512 loss: 0.1775 (0.1888) loss_rec_all: 0.2038 (0.2147) loss_rec_sfr: 0.2634 (0.2757) loss_cl: -0.2785 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [16:06:58.847515] Epoch: [356] [1240/2904] eta: 0:21:03 lr: 0.001512 loss: 0.1822 (0.1889) loss_rec_all: 0.2084 (0.2148) loss_rec_sfr: 0.2664 (0.2759) loss_cl: -0.2794 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [16:07:13.781456] Epoch: [356] [1260/2904] eta: 0:20:48 lr: 0.001512 loss: 0.1781 (0.1888) loss_rec_all: 0.2043 (0.2147) loss_rec_sfr: 0.2602 (0.2757) loss_cl: -0.2794 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [16:07:28.713437] Epoch: [356] [1280/2904] eta: 0:20:32 lr: 0.001512 loss: 0.1776 (0.1888) loss_rec_all: 0.2039 (0.2147) loss_rec_sfr: 0.2529 (0.2758) loss_cl: -0.2787 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [16:07:43.639380] Epoch: [356] [1300/2904] eta: 0:20:17 lr: 0.001512 loss: 0.1760 (0.1887) loss_rec_all: 0.2022 (0.2147) loss_rec_sfr: 0.2501 (0.2756) loss_cl: -0.2786 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [16:07:58.558913] Epoch: [356] [1320/2904] eta: 0:20:01 lr: 0.001512 loss: 0.1819 (0.1888) loss_rec_all: 0.2078 (0.2147) loss_rec_sfr: 0.2531 (0.2759) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [16:08:13.489036] Epoch: [356] [1340/2904] eta: 0:19:46 lr: 0.001512 loss: 0.1793 (0.1888) loss_rec_all: 0.2053 (0.2147) loss_rec_sfr: 0.2508 (0.2758) loss_cl: -0.2790 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [16:08:28.410483] Epoch: [356] [1360/2904] eta: 0:19:31 lr: 0.001512 loss: 0.1790 (0.1887) loss_rec_all: 0.2051 (0.2147) loss_rec_sfr: 0.2668 (0.2758) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [16:08:43.342845] Epoch: [356] [1380/2904] eta: 0:19:15 lr: 0.001512 loss: 0.1768 (0.1887) loss_rec_all: 0.2026 (0.2147) loss_rec_sfr: 0.2580 (0.2759) loss_cl: -0.2791 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [16:08:58.261705] Epoch: [356] [1400/2904] eta: 0:19:00 lr: 0.001511 loss: 0.1826 (0.1888) loss_rec_all: 0.2088 (0.2147) loss_rec_sfr: 0.2536 (0.2760) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [16:09:13.197657] Epoch: [356] [1420/2904] eta: 0:18:44 lr: 0.001511 loss: 0.1765 (0.1887) loss_rec_all: 0.2031 (0.2146) loss_rec_sfr: 0.2199 (0.2757) loss_cl: -0.2799 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [16:09:28.121488] Epoch: [356] [1440/2904] eta: 0:18:29 lr: 0.001511 loss: 0.1798 (0.1887) loss_rec_all: 0.2059 (0.2147) loss_rec_sfr: 0.2617 (0.2759) loss_cl: -0.2793 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [16:09:43.054481] Epoch: [356] [1460/2904] eta: 0:18:13 lr: 0.001511 loss: 0.1774 (0.1887) loss_rec_all: 0.2034 (0.2147) loss_rec_sfr: 0.2635 (0.2760) loss_cl: -0.2788 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [16:09:57.984768] Epoch: [356] [1480/2904] eta: 0:17:58 lr: 0.001511 loss: 0.1783 (0.1888) loss_rec_all: 0.2044 (0.2147) loss_rec_sfr: 0.2174 (0.2760) loss_cl: -0.2788 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [16:10:12.915734] Epoch: [356] [1500/2904] eta: 0:17:43 lr: 0.001511 loss: 0.1791 (0.1888) loss_rec_all: 0.2051 (0.2147) loss_rec_sfr: 0.2614 (0.2761) loss_cl: -0.2785 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [16:10:27.852833] Epoch: [356] [1520/2904] eta: 0:17:27 lr: 0.001511 loss: 0.1810 (0.1889) loss_rec_all: 0.2069 (0.2148) loss_rec_sfr: 0.2637 (0.2764) loss_cl: -0.2782 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [16:10:42.776408] Epoch: [356] [1540/2904] eta: 0:17:12 lr: 0.001511 loss: 0.1761 (0.1888) loss_rec_all: 0.2023 (0.2147) loss_rec_sfr: 0.2537 (0.2762) loss_cl: -0.2800 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [16:10:57.700504] Epoch: [356] [1560/2904] eta: 0:16:57 lr: 0.001511 loss: 0.1816 (0.1888) loss_rec_all: 0.2080 (0.2148) loss_rec_sfr: 0.2614 (0.2764) loss_cl: -0.2783 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [16:11:12.630742] Epoch: [356] [1580/2904] eta: 0:16:41 lr: 0.001511 loss: 0.1758 (0.1888) loss_rec_all: 0.2022 (0.2147) loss_rec_sfr: 0.2578 (0.2763) loss_cl: -0.2785 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [16:11:27.551820] Epoch: [356] [1600/2904] eta: 0:16:26 lr: 0.001511 loss: 0.1803 (0.1887) loss_rec_all: 0.2062 (0.2147) loss_rec_sfr: 0.2584 (0.2762) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [16:11:42.476613] Epoch: [356] [1620/2904] eta: 0:16:11 lr: 0.001511 loss: 0.1769 (0.1887) loss_rec_all: 0.2035 (0.2146) loss_rec_sfr: 0.2510 (0.2761) loss_cl: -0.2787 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [16:11:57.394008] Epoch: [356] [1640/2904] eta: 0:15:56 lr: 0.001511 loss: 0.1780 (0.1887) loss_rec_all: 0.2041 (0.2147) loss_rec_sfr: 0.2628 (0.2763) loss_cl: -0.2798 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [16:12:12.309751] Epoch: [356] [1660/2904] eta: 0:15:40 lr: 0.001511 loss: 0.1789 (0.1887) loss_rec_all: 0.2054 (0.2146) loss_rec_sfr: 0.2595 (0.2761) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [16:12:27.241981] Epoch: [356] [1680/2904] eta: 0:15:25 lr: 0.001511 loss: 0.1794 (0.1887) loss_rec_all: 0.2054 (0.2146) loss_rec_sfr: 0.2522 (0.2760) loss_cl: -0.2786 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [16:12:42.165222] Epoch: [356] [1700/2904] eta: 0:15:10 lr: 0.001511 loss: 0.1749 (0.1885) loss_rec_all: 0.2012 (0.2145) loss_rec_sfr: 0.2464 (0.2756) loss_cl: -0.2783 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [16:12:57.074790] Epoch: [356] [1720/2904] eta: 0:14:54 lr: 0.001511 loss: 0.1829 (0.1886) loss_rec_all: 0.2090 (0.2146) loss_rec_sfr: 0.2663 (0.2759) loss_cl: -0.2788 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [16:13:12.007223] Epoch: [356] [1740/2904] eta: 0:14:39 lr: 0.001511 loss: 0.1765 (0.1886) loss_rec_all: 0.2028 (0.2145) loss_rec_sfr: 0.2537 (0.2758) loss_cl: -0.2793 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [16:13:26.935047] Epoch: [356] [1760/2904] eta: 0:14:24 lr: 0.001511 loss: 0.1778 (0.1886) loss_rec_all: 0.2044 (0.2146) loss_rec_sfr: 0.2530 (0.2759) loss_cl: -0.2801 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [16:13:41.860704] Epoch: [356] [1780/2904] eta: 0:14:09 lr: 0.001511 loss: 0.1798 (0.1886) loss_rec_all: 0.2060 (0.2146) loss_rec_sfr: 0.2566 (0.2758) loss_cl: -0.2799 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [16:13:56.778627] Epoch: [356] [1800/2904] eta: 0:13:54 lr: 0.001511 loss: 0.1762 (0.1885) loss_rec_all: 0.2022 (0.2145) loss_rec_sfr: 0.2597 (0.2757) loss_cl: -0.2795 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [16:14:11.699495] Epoch: [356] [1820/2904] eta: 0:13:38 lr: 0.001511 loss: 0.1812 (0.1886) loss_rec_all: 0.2074 (0.2145) loss_rec_sfr: 0.2621 (0.2760) loss_cl: -0.2780 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [16:14:26.616441] Epoch: [356] [1840/2904] eta: 0:13:23 lr: 0.001511 loss: 0.1846 (0.1886) loss_rec_all: 0.2106 (0.2146) loss_rec_sfr: 0.2605 (0.2760) loss_cl: -0.2779 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [16:14:41.559042] Epoch: [356] [1860/2904] eta: 0:13:08 lr: 0.001511 loss: 0.1774 (0.1886) loss_rec_all: 0.2033 (0.2145) loss_rec_sfr: 0.2612 (0.2760) loss_cl: -0.2781 (-0.2788) time: 0.7471 data: 0.0002 max mem: 29860 [16:14:56.491649] Epoch: [356] [1880/2904] eta: 0:12:53 lr: 0.001511 loss: 0.1785 (0.1886) loss_rec_all: 0.2047 (0.2145) loss_rec_sfr: 0.2563 (0.2760) loss_cl: -0.2791 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [16:15:11.410484] Epoch: [356] [1900/2904] eta: 0:12:37 lr: 0.001511 loss: 0.1779 (0.1885) loss_rec_all: 0.2043 (0.2145) loss_rec_sfr: 0.2547 (0.2759) loss_cl: -0.2796 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [16:15:26.344199] Epoch: [356] [1920/2904] eta: 0:12:22 lr: 0.001511 loss: 0.1802 (0.1886) loss_rec_all: 0.2064 (0.2145) loss_rec_sfr: 0.2727 (0.2761) loss_cl: -0.2790 (-0.2789) time: 0.7466 data: 0.0002 max mem: 29860 [16:15:41.272870] Epoch: [356] [1940/2904] eta: 0:12:07 lr: 0.001511 loss: 0.1784 (0.1885) loss_rec_all: 0.2046 (0.2144) loss_rec_sfr: 0.2509 (0.2757) loss_cl: -0.2788 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [16:15:56.197902] Epoch: [356] [1960/2904] eta: 0:11:52 lr: 0.001511 loss: 0.1796 (0.1885) loss_rec_all: 0.2056 (0.2145) loss_rec_sfr: 0.2650 (0.2759) loss_cl: -0.2780 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [16:16:11.125055] Epoch: [356] [1980/2904] eta: 0:11:37 lr: 0.001511 loss: 0.1803 (0.1885) loss_rec_all: 0.2065 (0.2144) loss_rec_sfr: 0.2486 (0.2757) loss_cl: -0.2794 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [16:16:26.050554] Epoch: [356] [2000/2904] eta: 0:11:22 lr: 0.001510 loss: 0.1754 (0.1884) loss_rec_all: 0.2014 (0.2144) loss_rec_sfr: 0.2579 (0.2757) loss_cl: -0.2785 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [16:16:40.977798] Epoch: [356] [2020/2904] eta: 0:11:06 lr: 0.001510 loss: 0.1752 (0.1884) loss_rec_all: 0.2013 (0.2143) loss_rec_sfr: 0.2615 (0.2756) loss_cl: -0.2797 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [16:16:55.900444] Epoch: [356] [2040/2904] eta: 0:10:51 lr: 0.001510 loss: 0.1804 (0.1884) loss_rec_all: 0.2069 (0.2143) loss_rec_sfr: 0.2557 (0.2755) loss_cl: -0.2800 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [16:17:10.822777] Epoch: [356] [2060/2904] eta: 0:10:36 lr: 0.001510 loss: 0.1768 (0.1883) loss_rec_all: 0.2031 (0.2142) loss_rec_sfr: 0.2522 (0.2752) loss_cl: -0.2789 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [16:17:25.743399] Epoch: [356] [2080/2904] eta: 0:10:21 lr: 0.001510 loss: 0.1761 (0.1883) loss_rec_all: 0.2023 (0.2142) loss_rec_sfr: 0.2569 (0.2752) loss_cl: -0.2782 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [16:17:40.665205] Epoch: [356] [2100/2904] eta: 0:10:06 lr: 0.001510 loss: 0.1778 (0.1883) loss_rec_all: 0.2040 (0.2143) loss_rec_sfr: 0.2514 (0.2752) loss_cl: -0.2781 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [16:17:55.586049] Epoch: [356] [2120/2904] eta: 0:09:51 lr: 0.001510 loss: 0.1788 (0.1883) loss_rec_all: 0.2051 (0.2142) loss_rec_sfr: 0.2500 (0.2751) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [16:18:10.505897] Epoch: [356] [2140/2904] eta: 0:09:36 lr: 0.001510 loss: 0.1837 (0.1884) loss_rec_all: 0.2099 (0.2143) loss_rec_sfr: 0.2529 (0.2753) loss_cl: -0.2798 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [16:18:25.433450] Epoch: [356] [2160/2904] eta: 0:09:20 lr: 0.001510 loss: 0.1785 (0.1883) loss_rec_all: 0.2045 (0.2143) loss_rec_sfr: 0.2526 (0.2751) loss_cl: -0.2783 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [16:18:40.353983] Epoch: [356] [2180/2904] eta: 0:09:05 lr: 0.001510 loss: 0.1785 (0.1883) loss_rec_all: 0.2049 (0.2143) loss_rec_sfr: 0.2547 (0.2750) loss_cl: -0.2792 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [16:18:55.279106] Epoch: [356] [2200/2904] eta: 0:08:50 lr: 0.001510 loss: 0.1809 (0.1883) loss_rec_all: 0.2069 (0.2143) loss_rec_sfr: 0.2590 (0.2750) loss_cl: -0.2796 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [16:19:10.220932] Epoch: [356] [2220/2904] eta: 0:08:35 lr: 0.001510 loss: 0.1842 (0.1884) loss_rec_all: 0.2102 (0.2143) loss_rec_sfr: 0.2587 (0.2752) loss_cl: -0.2788 (-0.2788) time: 0.7471 data: 0.0002 max mem: 29860 [16:19:25.141977] Epoch: [356] [2240/2904] eta: 0:08:20 lr: 0.001510 loss: 0.1794 (0.1884) loss_rec_all: 0.2055 (0.2143) loss_rec_sfr: 0.2577 (0.2752) loss_cl: -0.2794 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [16:19:40.074398] Epoch: [356] [2260/2904] eta: 0:08:05 lr: 0.001510 loss: 0.1789 (0.1884) loss_rec_all: 0.2047 (0.2143) loss_rec_sfr: 0.2589 (0.2752) loss_cl: -0.2783 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [16:19:55.004825] Epoch: [356] [2280/2904] eta: 0:07:50 lr: 0.001510 loss: 0.1819 (0.1884) loss_rec_all: 0.2081 (0.2144) loss_rec_sfr: 0.2545 (0.2753) loss_cl: -0.2782 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [16:20:09.926056] Epoch: [356] [2300/2904] eta: 0:07:35 lr: 0.001510 loss: 0.1785 (0.1884) loss_rec_all: 0.2043 (0.2144) loss_rec_sfr: 0.2344 (0.2752) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [16:20:24.852687] Epoch: [356] [2320/2904] eta: 0:07:19 lr: 0.001510 loss: 0.1819 (0.1884) loss_rec_all: 0.2080 (0.2144) loss_rec_sfr: 0.2553 (0.2753) loss_cl: -0.2799 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [16:20:39.776819] Epoch: [356] [2340/2904] eta: 0:07:04 lr: 0.001510 loss: 0.1771 (0.1884) loss_rec_all: 0.2035 (0.2144) loss_rec_sfr: 0.2555 (0.2752) loss_cl: -0.2790 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [16:20:54.692409] Epoch: [356] [2360/2904] eta: 0:06:49 lr: 0.001510 loss: 0.1767 (0.1884) loss_rec_all: 0.2026 (0.2143) loss_rec_sfr: 0.2491 (0.2751) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [16:21:09.612624] Epoch: [356] [2380/2904] eta: 0:06:34 lr: 0.001510 loss: 0.1767 (0.1883) loss_rec_all: 0.2030 (0.2143) loss_rec_sfr: 0.2539 (0.2749) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [16:21:24.528830] Epoch: [356] [2400/2904] eta: 0:06:19 lr: 0.001510 loss: 0.1812 (0.1883) loss_rec_all: 0.2072 (0.2143) loss_rec_sfr: 0.2583 (0.2747) loss_cl: -0.2793 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [16:21:39.446107] Epoch: [356] [2420/2904] eta: 0:06:04 lr: 0.001510 loss: 0.1798 (0.1883) loss_rec_all: 0.2062 (0.2143) loss_rec_sfr: 0.2594 (0.2749) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [16:21:54.357829] Epoch: [356] [2440/2904] eta: 0:05:49 lr: 0.001510 loss: 0.1790 (0.1884) loss_rec_all: 0.2051 (0.2143) loss_rec_sfr: 0.2577 (0.2750) loss_cl: -0.2785 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [16:22:09.266952] Epoch: [356] [2460/2904] eta: 0:05:34 lr: 0.001510 loss: 0.1802 (0.1883) loss_rec_all: 0.2065 (0.2143) loss_rec_sfr: 0.2543 (0.2749) loss_cl: -0.2784 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [16:22:24.178326] Epoch: [356] [2480/2904] eta: 0:05:19 lr: 0.001510 loss: 0.1786 (0.1884) loss_rec_all: 0.2049 (0.2143) loss_rec_sfr: 0.2537 (0.2750) loss_cl: -0.2783 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [16:22:39.104376] Epoch: [356] [2500/2904] eta: 0:05:04 lr: 0.001510 loss: 0.1810 (0.1884) loss_rec_all: 0.2071 (0.2143) loss_rec_sfr: 0.2596 (0.2750) loss_cl: -0.2789 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [16:22:54.018507] Epoch: [356] [2520/2904] eta: 0:04:49 lr: 0.001510 loss: 0.1829 (0.1884) loss_rec_all: 0.2092 (0.2143) loss_rec_sfr: 0.2549 (0.2749) loss_cl: -0.2802 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [16:23:08.942420] Epoch: [356] [2540/2904] eta: 0:04:33 lr: 0.001510 loss: 0.1800 (0.1884) loss_rec_all: 0.2066 (0.2143) loss_rec_sfr: 0.2575 (0.2750) loss_cl: -0.2803 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [16:23:23.862317] Epoch: [356] [2560/2904] eta: 0:04:18 lr: 0.001510 loss: 0.1837 (0.1884) loss_rec_all: 0.2096 (0.2144) loss_rec_sfr: 0.2562 (0.2752) loss_cl: -0.2784 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [16:23:38.792601] Epoch: [356] [2580/2904] eta: 0:04:03 lr: 0.001510 loss: 0.1799 (0.1885) loss_rec_all: 0.2060 (0.2144) loss_rec_sfr: 0.2537 (0.2753) loss_cl: -0.2782 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [16:23:53.717775] Epoch: [356] [2600/2904] eta: 0:03:48 lr: 0.001509 loss: 0.1782 (0.1885) loss_rec_all: 0.2040 (0.2144) loss_rec_sfr: 0.2563 (0.2751) loss_cl: -0.2782 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [16:24:08.646109] Epoch: [356] [2620/2904] eta: 0:03:33 lr: 0.001509 loss: 0.1757 (0.1885) loss_rec_all: 0.2016 (0.2144) loss_rec_sfr: 0.2490 (0.2751) loss_cl: -0.2791 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [16:24:23.571106] Epoch: [356] [2640/2904] eta: 0:03:18 lr: 0.001509 loss: 0.1836 (0.1885) loss_rec_all: 0.2097 (0.2145) loss_rec_sfr: 0.2618 (0.2752) loss_cl: -0.2796 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [16:24:38.495991] Epoch: [356] [2660/2904] eta: 0:03:03 lr: 0.001509 loss: 0.1775 (0.1885) loss_rec_all: 0.2034 (0.2145) loss_rec_sfr: 0.2452 (0.2752) loss_cl: -0.2791 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [16:24:53.415352] Epoch: [356] [2680/2904] eta: 0:02:48 lr: 0.001509 loss: 0.1921 (0.1886) loss_rec_all: 0.2183 (0.2146) loss_rec_sfr: 0.2616 (0.2756) loss_cl: -0.2780 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [16:25:08.337684] Epoch: [356] [2700/2904] eta: 0:02:33 lr: 0.001509 loss: 0.1821 (0.1886) loss_rec_all: 0.2079 (0.2146) loss_rec_sfr: 0.2621 (0.2756) loss_cl: -0.2774 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [16:25:23.257022] Epoch: [356] [2720/2904] eta: 0:02:18 lr: 0.001509 loss: 0.1777 (0.1886) loss_rec_all: 0.2037 (0.2146) loss_rec_sfr: 0.2594 (0.2757) loss_cl: -0.2805 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [16:25:38.182690] Epoch: [356] [2740/2904] eta: 0:02:03 lr: 0.001509 loss: 0.1776 (0.1886) loss_rec_all: 0.2041 (0.2145) loss_rec_sfr: 0.2283 (0.2755) loss_cl: -0.2797 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [16:25:53.104798] Epoch: [356] [2760/2904] eta: 0:01:48 lr: 0.001509 loss: 0.1796 (0.1886) loss_rec_all: 0.2055 (0.2146) loss_rec_sfr: 0.2615 (0.2756) loss_cl: -0.2795 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [16:26:08.022383] Epoch: [356] [2780/2904] eta: 0:01:33 lr: 0.001509 loss: 0.1865 (0.1887) loss_rec_all: 0.2126 (0.2147) loss_rec_sfr: 0.2791 (0.2760) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [16:26:22.944326] Epoch: [356] [2800/2904] eta: 0:01:18 lr: 0.001509 loss: 0.1823 (0.1888) loss_rec_all: 0.2082 (0.2147) loss_rec_sfr: 0.2553 (0.2761) loss_cl: -0.2797 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [16:26:37.869513] Epoch: [356] [2820/2904] eta: 0:01:03 lr: 0.001509 loss: 0.1784 (0.1888) loss_rec_all: 0.2049 (0.2147) loss_rec_sfr: 0.2570 (0.2761) loss_cl: -0.2797 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [16:26:52.826843] Epoch: [356] [2840/2904] eta: 0:00:48 lr: 0.001509 loss: 0.1855 (0.1888) loss_rec_all: 0.2119 (0.2148) loss_rec_sfr: 0.2563 (0.2764) loss_cl: -0.2800 (-0.2789) time: 0.7478 data: 0.0023 max mem: 29860 [16:27:07.730760] Epoch: [356] [2860/2904] eta: 0:00:33 lr: 0.001509 loss: 0.1793 (0.1889) loss_rec_all: 0.2056 (0.2148) loss_rec_sfr: 0.2496 (0.2764) loss_cl: -0.2780 (-0.2789) time: 0.7452 data: 0.0001 max mem: 29860 [16:27:22.639573] Epoch: [356] [2880/2904] eta: 0:00:18 lr: 0.001509 loss: 0.1862 (0.1890) loss_rec_all: 0.2124 (0.2149) loss_rec_sfr: 0.2754 (0.2767) loss_cl: -0.2781 (-0.2789) time: 0.7454 data: 0.0001 max mem: 29860 [16:27:37.543633] Epoch: [356] [2900/2904] eta: 0:00:03 lr: 0.001509 loss: 0.1811 (0.1890) loss_rec_all: 0.2072 (0.2149) loss_rec_sfr: 0.2604 (0.2767) loss_cl: -0.2799 (-0.2789) time: 0.7452 data: 0.0001 max mem: 29860 [16:27:39.786309] Epoch: [356] [2903/2904] eta: 0:00:00 lr: 0.001509 loss: 0.1807 (0.1890) loss_rec_all: 0.2063 (0.2149) loss_rec_sfr: 0.2558 (0.2767) loss_cl: -0.2765 (-0.2789) time: 0.7452 data: 0.0001 max mem: 29860 [16:27:41.858239] Epoch: [356] Total time: 0:36:25 (0.7527 s / it) [16:27:41.932800] Averaged stats: lr: 0.001509 loss: 0.1807 (0.1909) loss_rec_all: 0.2063 (0.2145) loss_rec_sfr: 0.2558 (0.2756) loss_cl: -0.2765 (-0.2557) [16:27:41.937388] log_dir: ./checkpoint/VF2_ViT-B [16:27:57.717014] Epoch: [357] [ 0/2904] eta: 12:43:41 lr: 0.001509 loss: 0.1716 (0.1716) loss_rec_all: 0.1980 (0.1980) loss_rec_sfr: 0.1890 (0.1890) loss_cl: -0.2769 (-0.2769) time: 15.7786 data: 8.9232 max mem: 29860 [16:28:14.469805] Epoch: [357] [ 20/2904] eta: 1:14:27 lr: 0.001509 loss: 0.1754 (0.1842) loss_rec_all: 0.2018 (0.2103) loss_rec_sfr: 0.2474 (0.2630) loss_cl: -0.2787 (-0.2795) time: 0.8376 data: 0.0488 max mem: 29860 [16:28:29.375176] Epoch: [357] [ 40/2904] eta: 0:55:13 lr: 0.001509 loss: 0.1800 (0.1856) loss_rec_all: 0.2060 (0.2117) loss_rec_sfr: 0.2645 (0.2693) loss_cl: -0.2774 (-0.2795) time: 0.7452 data: 0.0002 max mem: 29860 [16:28:44.293051] Epoch: [357] [ 60/2904] eta: 0:48:27 lr: 0.001509 loss: 0.1798 (0.1860) loss_rec_all: 0.2060 (0.2121) loss_rec_sfr: 0.2546 (0.2668) loss_cl: -0.2803 (-0.2798) time: 0.7459 data: 0.0002 max mem: 29860 [16:28:59.213664] Epoch: [357] [ 80/2904] eta: 0:44:53 lr: 0.001509 loss: 0.1761 (0.1853) loss_rec_all: 0.2020 (0.2115) loss_rec_sfr: 0.2541 (0.2636) loss_cl: -0.2778 (-0.2795) time: 0.7460 data: 0.0002 max mem: 29860 [16:29:14.153924] Epoch: [357] [ 100/2904] eta: 0:42:39 lr: 0.001509 loss: 0.1803 (0.1863) loss_rec_all: 0.2064 (0.2123) loss_rec_sfr: 0.2580 (0.2689) loss_cl: -0.2773 (-0.2791) time: 0.7470 data: 0.0002 max mem: 29860 [16:29:29.100276] Epoch: [357] [ 120/2904] eta: 0:41:05 lr: 0.001509 loss: 0.1770 (0.1868) loss_rec_all: 0.2037 (0.2128) loss_rec_sfr: 0.2511 (0.2702) loss_cl: -0.2798 (-0.2792) time: 0.7473 data: 0.0002 max mem: 29860 [16:29:44.037609] Epoch: [357] [ 140/2904] eta: 0:39:53 lr: 0.001509 loss: 0.1759 (0.1862) loss_rec_all: 0.2020 (0.2123) loss_rec_sfr: 0.2242 (0.2671) loss_cl: -0.2799 (-0.2793) time: 0.7468 data: 0.0002 max mem: 29860 [16:29:58.987555] Epoch: [357] [ 160/2904] eta: 0:38:55 lr: 0.001509 loss: 0.1826 (0.1878) loss_rec_all: 0.2088 (0.2138) loss_rec_sfr: 0.2637 (0.2721) loss_cl: -0.2793 (-0.2792) time: 0.7475 data: 0.0002 max mem: 29860 [16:30:13.947341] Epoch: [357] [ 180/2904] eta: 0:38:07 lr: 0.001509 loss: 0.1752 (0.1874) loss_rec_all: 0.2014 (0.2134) loss_rec_sfr: 0.2473 (0.2699) loss_cl: -0.2787 (-0.2792) time: 0.7479 data: 0.0002 max mem: 29860 [16:30:28.896620] Epoch: [357] [ 200/2904] eta: 0:37:25 lr: 0.001509 loss: 0.1756 (0.1866) loss_rec_all: 0.2020 (0.2126) loss_rec_sfr: 0.2551 (0.2679) loss_cl: -0.2789 (-0.2791) time: 0.7474 data: 0.0002 max mem: 29860 [16:30:43.844094] Epoch: [357] [ 220/2904] eta: 0:36:49 lr: 0.001509 loss: 0.1827 (0.1872) loss_rec_all: 0.2086 (0.2132) loss_rec_sfr: 0.2555 (0.2704) loss_cl: -0.2792 (-0.2791) time: 0.7473 data: 0.0002 max mem: 29860 [16:30:58.783571] Epoch: [357] [ 240/2904] eta: 0:36:15 lr: 0.001509 loss: 0.1786 (0.1868) loss_rec_all: 0.2047 (0.2129) loss_rec_sfr: 0.2504 (0.2695) loss_cl: -0.2784 (-0.2791) time: 0.7469 data: 0.0002 max mem: 29860 [16:31:13.763230] Epoch: [357] [ 260/2904] eta: 0:35:45 lr: 0.001509 loss: 0.1788 (0.1876) loss_rec_all: 0.2047 (0.2136) loss_rec_sfr: 0.2593 (0.2718) loss_cl: -0.2780 (-0.2790) time: 0.7489 data: 0.0003 max mem: 29860 [16:31:28.690494] Epoch: [357] [ 280/2904] eta: 0:35:17 lr: 0.001509 loss: 0.1758 (0.1875) loss_rec_all: 0.2022 (0.2135) loss_rec_sfr: 0.2577 (0.2712) loss_cl: -0.2794 (-0.2790) time: 0.7463 data: 0.0002 max mem: 29860 [16:31:43.764076] Epoch: [357] [ 300/2904] eta: 0:34:51 lr: 0.001508 loss: 0.1860 (0.1881) loss_rec_all: 0.2121 (0.2140) loss_rec_sfr: 0.2587 (0.2729) loss_cl: -0.2792 (-0.2790) time: 0.7536 data: 0.0002 max mem: 29860 [16:31:58.677783] Epoch: [357] [ 320/2904] eta: 0:34:26 lr: 0.001508 loss: 0.1810 (0.1880) loss_rec_all: 0.2069 (0.2140) loss_rec_sfr: 0.2602 (0.2726) loss_cl: -0.2792 (-0.2790) time: 0.7456 data: 0.0002 max mem: 29860 [16:32:13.593832] Epoch: [357] [ 340/2904] eta: 0:34:02 lr: 0.001508 loss: 0.1796 (0.1877) loss_rec_all: 0.2055 (0.2137) loss_rec_sfr: 0.2138 (0.2713) loss_cl: -0.2784 (-0.2790) time: 0.7458 data: 0.0002 max mem: 29860 [16:32:28.510862] Epoch: [357] [ 360/2904] eta: 0:33:39 lr: 0.001508 loss: 0.1785 (0.1876) loss_rec_all: 0.2046 (0.2136) loss_rec_sfr: 0.2607 (0.2710) loss_cl: -0.2787 (-0.2790) time: 0.7458 data: 0.0002 max mem: 29860 [16:32:43.429751] Epoch: [357] [ 380/2904] eta: 0:33:17 lr: 0.001508 loss: 0.1757 (0.1873) loss_rec_all: 0.2016 (0.2133) loss_rec_sfr: 0.2505 (0.2702) loss_cl: -0.2792 (-0.2790) time: 0.7459 data: 0.0002 max mem: 29860 [16:32:58.343031] Epoch: [357] [ 400/2904] eta: 0:32:55 lr: 0.001508 loss: 0.1749 (0.1870) loss_rec_all: 0.2010 (0.2130) loss_rec_sfr: 0.2586 (0.2696) loss_cl: -0.2789 (-0.2790) time: 0.7456 data: 0.0002 max mem: 29860 [16:33:13.263188] Epoch: [357] [ 420/2904] eta: 0:32:34 lr: 0.001508 loss: 0.1760 (0.1871) loss_rec_all: 0.2025 (0.2131) loss_rec_sfr: 0.2536 (0.2696) loss_cl: -0.2795 (-0.2790) time: 0.7460 data: 0.0002 max mem: 29860 [16:33:28.177960] Epoch: [357] [ 440/2904] eta: 0:32:14 lr: 0.001508 loss: 0.1769 (0.1871) loss_rec_all: 0.2030 (0.2131) loss_rec_sfr: 0.2591 (0.2699) loss_cl: -0.2792 (-0.2790) time: 0.7457 data: 0.0002 max mem: 29860 [16:33:43.093595] Epoch: [357] [ 460/2904] eta: 0:31:54 lr: 0.001508 loss: 0.1817 (0.1871) loss_rec_all: 0.2077 (0.2131) loss_rec_sfr: 0.2553 (0.2698) loss_cl: -0.2787 (-0.2790) time: 0.7457 data: 0.0002 max mem: 29860 [16:33:58.004311] Epoch: [357] [ 480/2904] eta: 0:31:35 lr: 0.001508 loss: 0.1859 (0.1875) loss_rec_all: 0.2123 (0.2135) loss_rec_sfr: 0.2555 (0.2709) loss_cl: -0.2788 (-0.2790) time: 0.7455 data: 0.0002 max mem: 29860 [16:34:12.917528] Epoch: [357] [ 500/2904] eta: 0:31:15 lr: 0.001508 loss: 0.1781 (0.1873) loss_rec_all: 0.2045 (0.2133) loss_rec_sfr: 0.2527 (0.2705) loss_cl: -0.2793 (-0.2790) time: 0.7456 data: 0.0002 max mem: 29860 [16:34:27.835655] Epoch: [357] [ 520/2904] eta: 0:30:57 lr: 0.001508 loss: 0.1810 (0.1874) loss_rec_all: 0.2071 (0.2134) loss_rec_sfr: 0.2564 (0.2704) loss_cl: -0.2794 (-0.2790) time: 0.7459 data: 0.0002 max mem: 29860 [16:34:42.750579] Epoch: [357] [ 540/2904] eta: 0:30:38 lr: 0.001508 loss: 0.1798 (0.1876) loss_rec_all: 0.2056 (0.2136) loss_rec_sfr: 0.2529 (0.2713) loss_cl: -0.2787 (-0.2790) time: 0.7457 data: 0.0002 max mem: 29860 [16:34:57.656911] Epoch: [357] [ 560/2904] eta: 0:30:20 lr: 0.001508 loss: 0.1777 (0.1875) loss_rec_all: 0.2042 (0.2135) loss_rec_sfr: 0.2250 (0.2710) loss_cl: -0.2782 (-0.2790) time: 0.7453 data: 0.0002 max mem: 29860 [16:35:12.571380] Epoch: [357] [ 580/2904] eta: 0:30:02 lr: 0.001508 loss: 0.1766 (0.1873) loss_rec_all: 0.2027 (0.2133) loss_rec_sfr: 0.2645 (0.2709) loss_cl: -0.2789 (-0.2790) time: 0.7457 data: 0.0002 max mem: 29860 [16:35:27.489123] Epoch: [357] [ 600/2904] eta: 0:29:44 lr: 0.001508 loss: 0.1775 (0.1875) loss_rec_all: 0.2035 (0.2135) loss_rec_sfr: 0.2632 (0.2719) loss_cl: -0.2789 (-0.2790) time: 0.7458 data: 0.0002 max mem: 29860 [16:35:42.406152] Epoch: [357] [ 620/2904] eta: 0:29:27 lr: 0.001508 loss: 0.1807 (0.1875) loss_rec_all: 0.2068 (0.2135) loss_rec_sfr: 0.2591 (0.2722) loss_cl: -0.2782 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [16:35:57.316352] Epoch: [357] [ 640/2904] eta: 0:29:09 lr: 0.001508 loss: 0.1806 (0.1878) loss_rec_all: 0.2068 (0.2138) loss_rec_sfr: 0.2581 (0.2731) loss_cl: -0.2791 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [16:36:12.226846] Epoch: [357] [ 660/2904] eta: 0:28:52 lr: 0.001508 loss: 0.1827 (0.1877) loss_rec_all: 0.2089 (0.2137) loss_rec_sfr: 0.2560 (0.2723) loss_cl: -0.2792 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [16:36:27.143152] Epoch: [357] [ 680/2904] eta: 0:28:35 lr: 0.001508 loss: 0.1788 (0.1881) loss_rec_all: 0.2047 (0.2141) loss_rec_sfr: 0.2671 (0.2738) loss_cl: -0.2794 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [16:36:42.062367] Epoch: [357] [ 700/2904] eta: 0:28:18 lr: 0.001508 loss: 0.1771 (0.1883) loss_rec_all: 0.2038 (0.2143) loss_rec_sfr: 0.2579 (0.2746) loss_cl: -0.2785 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [16:36:56.976073] Epoch: [357] [ 720/2904] eta: 0:28:01 lr: 0.001508 loss: 0.1821 (0.1884) loss_rec_all: 0.2081 (0.2144) loss_rec_sfr: 0.2651 (0.2751) loss_cl: -0.2782 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [16:37:11.889067] Epoch: [357] [ 740/2904] eta: 0:27:44 lr: 0.001508 loss: 0.1771 (0.1882) loss_rec_all: 0.2031 (0.2142) loss_rec_sfr: 0.2578 (0.2747) loss_cl: -0.2787 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [16:37:26.800482] Epoch: [357] [ 760/2904] eta: 0:27:27 lr: 0.001508 loss: 0.1782 (0.1881) loss_rec_all: 0.2044 (0.2141) loss_rec_sfr: 0.2613 (0.2745) loss_cl: -0.2799 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [16:37:41.716679] Epoch: [357] [ 780/2904] eta: 0:27:11 lr: 0.001508 loss: 0.1759 (0.1880) loss_rec_all: 0.2021 (0.2139) loss_rec_sfr: 0.2559 (0.2744) loss_cl: -0.2793 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [16:37:56.635001] Epoch: [357] [ 800/2904] eta: 0:26:54 lr: 0.001508 loss: 0.1781 (0.1878) loss_rec_all: 0.2041 (0.2138) loss_rec_sfr: 0.2533 (0.2738) loss_cl: -0.2785 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [16:38:11.547352] Epoch: [357] [ 820/2904] eta: 0:26:38 lr: 0.001508 loss: 0.1790 (0.1880) loss_rec_all: 0.2056 (0.2140) loss_rec_sfr: 0.2482 (0.2742) loss_cl: -0.2788 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [16:38:26.465819] Epoch: [357] [ 840/2904] eta: 0:26:21 lr: 0.001508 loss: 0.1775 (0.1881) loss_rec_all: 0.2034 (0.2141) loss_rec_sfr: 0.2621 (0.2747) loss_cl: -0.2795 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [16:38:41.524629] Epoch: [357] [ 860/2904] eta: 0:26:05 lr: 0.001508 loss: 0.1773 (0.1880) loss_rec_all: 0.2036 (0.2140) loss_rec_sfr: 0.2513 (0.2745) loss_cl: -0.2794 (-0.2789) time: 0.7529 data: 0.0002 max mem: 29860 [16:38:56.437786] Epoch: [357] [ 880/2904] eta: 0:25:49 lr: 0.001508 loss: 0.1823 (0.1881) loss_rec_all: 0.2085 (0.2140) loss_rec_sfr: 0.2655 (0.2746) loss_cl: -0.2791 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [16:39:11.349385] Epoch: [357] [ 900/2904] eta: 0:25:33 lr: 0.001507 loss: 0.1771 (0.1881) loss_rec_all: 0.2035 (0.2141) loss_rec_sfr: 0.2546 (0.2746) loss_cl: -0.2781 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [16:39:26.266780] Epoch: [357] [ 920/2904] eta: 0:25:17 lr: 0.001507 loss: 0.1779 (0.1881) loss_rec_all: 0.2040 (0.2141) loss_rec_sfr: 0.2558 (0.2748) loss_cl: -0.2785 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [16:39:41.180907] Epoch: [357] [ 940/2904] eta: 0:25:01 lr: 0.001507 loss: 0.1768 (0.1880) loss_rec_all: 0.2029 (0.2140) loss_rec_sfr: 0.2613 (0.2746) loss_cl: -0.2786 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [16:39:56.095223] Epoch: [357] [ 960/2904] eta: 0:24:45 lr: 0.001507 loss: 0.1819 (0.1881) loss_rec_all: 0.2078 (0.2140) loss_rec_sfr: 0.2643 (0.2748) loss_cl: -0.2788 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [16:40:11.014970] Epoch: [357] [ 980/2904] eta: 0:24:29 lr: 0.001507 loss: 0.1783 (0.1879) loss_rec_all: 0.2044 (0.2139) loss_rec_sfr: 0.2534 (0.2743) loss_cl: -0.2785 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [16:40:25.933676] Epoch: [357] [1000/2904] eta: 0:24:13 lr: 0.001507 loss: 0.1776 (0.1879) loss_rec_all: 0.2038 (0.2138) loss_rec_sfr: 0.2630 (0.2743) loss_cl: -0.2786 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [16:40:40.845422] Epoch: [357] [1020/2904] eta: 0:23:57 lr: 0.001507 loss: 0.1779 (0.1880) loss_rec_all: 0.2044 (0.2139) loss_rec_sfr: 0.2478 (0.2745) loss_cl: -0.2792 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [16:40:55.758911] Epoch: [357] [1040/2904] eta: 0:23:41 lr: 0.001507 loss: 0.1741 (0.1878) loss_rec_all: 0.2004 (0.2138) loss_rec_sfr: 0.2516 (0.2742) loss_cl: -0.2796 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [16:41:10.670665] Epoch: [357] [1060/2904] eta: 0:23:25 lr: 0.001507 loss: 0.1765 (0.1876) loss_rec_all: 0.2031 (0.2136) loss_rec_sfr: 0.2086 (0.2732) loss_cl: -0.2795 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [16:41:25.582370] Epoch: [357] [1080/2904] eta: 0:23:09 lr: 0.001507 loss: 0.1763 (0.1876) loss_rec_all: 0.2025 (0.2136) loss_rec_sfr: 0.2594 (0.2732) loss_cl: -0.2794 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [16:41:40.490922] Epoch: [357] [1100/2904] eta: 0:22:53 lr: 0.001507 loss: 0.1791 (0.1877) loss_rec_all: 0.2051 (0.2136) loss_rec_sfr: 0.2602 (0.2734) loss_cl: -0.2786 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [16:41:55.399629] Epoch: [357] [1120/2904] eta: 0:22:38 lr: 0.001507 loss: 0.1785 (0.1878) loss_rec_all: 0.2044 (0.2137) loss_rec_sfr: 0.2618 (0.2739) loss_cl: -0.2782 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [16:42:10.313275] Epoch: [357] [1140/2904] eta: 0:22:22 lr: 0.001507 loss: 0.1830 (0.1879) loss_rec_all: 0.2088 (0.2139) loss_rec_sfr: 0.2677 (0.2745) loss_cl: -0.2782 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [16:42:25.221264] Epoch: [357] [1160/2904] eta: 0:22:06 lr: 0.001507 loss: 0.1777 (0.1879) loss_rec_all: 0.2040 (0.2138) loss_rec_sfr: 0.2606 (0.2743) loss_cl: -0.2794 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [16:42:40.135840] Epoch: [357] [1180/2904] eta: 0:21:51 lr: 0.001507 loss: 0.1787 (0.1879) loss_rec_all: 0.2050 (0.2139) loss_rec_sfr: 0.2563 (0.2745) loss_cl: -0.2787 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [16:42:55.048739] Epoch: [357] [1200/2904] eta: 0:21:35 lr: 0.001507 loss: 0.1751 (0.1877) loss_rec_all: 0.2018 (0.2137) loss_rec_sfr: 0.2493 (0.2739) loss_cl: -0.2794 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [16:43:09.956071] Epoch: [357] [1220/2904] eta: 0:21:19 lr: 0.001507 loss: 0.1775 (0.1877) loss_rec_all: 0.2036 (0.2137) loss_rec_sfr: 0.2533 (0.2737) loss_cl: -0.2791 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [16:43:24.866984] Epoch: [357] [1240/2904] eta: 0:21:04 lr: 0.001507 loss: 0.1806 (0.1878) loss_rec_all: 0.2069 (0.2137) loss_rec_sfr: 0.2525 (0.2738) loss_cl: -0.2790 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [16:43:39.778183] Epoch: [357] [1260/2904] eta: 0:20:48 lr: 0.001507 loss: 0.1772 (0.1877) loss_rec_all: 0.2033 (0.2137) loss_rec_sfr: 0.2635 (0.2736) loss_cl: -0.2794 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [16:43:54.694130] Epoch: [357] [1280/2904] eta: 0:20:33 lr: 0.001507 loss: 0.1769 (0.1877) loss_rec_all: 0.2035 (0.2137) loss_rec_sfr: 0.2623 (0.2736) loss_cl: -0.2791 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [16:44:09.616146] Epoch: [357] [1300/2904] eta: 0:20:17 lr: 0.001507 loss: 0.1811 (0.1877) loss_rec_all: 0.2073 (0.2137) loss_rec_sfr: 0.2569 (0.2736) loss_cl: -0.2792 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [16:44:24.527484] Epoch: [357] [1320/2904] eta: 0:20:02 lr: 0.001507 loss: 0.1749 (0.1876) loss_rec_all: 0.2013 (0.2136) loss_rec_sfr: 0.2064 (0.2731) loss_cl: -0.2790 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [16:44:39.440701] Epoch: [357] [1340/2904] eta: 0:19:46 lr: 0.001507 loss: 0.1733 (0.1876) loss_rec_all: 0.1999 (0.2136) loss_rec_sfr: 0.2556 (0.2730) loss_cl: -0.2788 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [16:44:54.352927] Epoch: [357] [1360/2904] eta: 0:19:31 lr: 0.001507 loss: 0.1759 (0.1876) loss_rec_all: 0.2024 (0.2135) loss_rec_sfr: 0.2509 (0.2728) loss_cl: -0.2791 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [16:45:09.266160] Epoch: [357] [1380/2904] eta: 0:19:15 lr: 0.001507 loss: 0.1791 (0.1876) loss_rec_all: 0.2053 (0.2136) loss_rec_sfr: 0.2617 (0.2730) loss_cl: -0.2791 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [16:45:24.180168] Epoch: [357] [1400/2904] eta: 0:19:00 lr: 0.001507 loss: 0.1756 (0.1875) loss_rec_all: 0.2021 (0.2135) loss_rec_sfr: 0.2495 (0.2726) loss_cl: -0.2789 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [16:45:39.101217] Epoch: [357] [1420/2904] eta: 0:18:44 lr: 0.001507 loss: 0.1769 (0.1874) loss_rec_all: 0.2032 (0.2134) loss_rec_sfr: 0.2598 (0.2725) loss_cl: -0.2787 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [16:45:54.016360] Epoch: [357] [1440/2904] eta: 0:18:29 lr: 0.001507 loss: 0.1791 (0.1874) loss_rec_all: 0.2052 (0.2134) loss_rec_sfr: 0.2542 (0.2723) loss_cl: -0.2790 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [16:46:08.927880] Epoch: [357] [1460/2904] eta: 0:18:14 lr: 0.001507 loss: 0.1777 (0.1873) loss_rec_all: 0.2040 (0.2133) loss_rec_sfr: 0.2506 (0.2719) loss_cl: -0.2784 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [16:46:23.844942] Epoch: [357] [1480/2904] eta: 0:17:58 lr: 0.001507 loss: 0.1764 (0.1873) loss_rec_all: 0.2031 (0.2133) loss_rec_sfr: 0.2267 (0.2718) loss_cl: -0.2798 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [16:46:38.755455] Epoch: [357] [1500/2904] eta: 0:17:43 lr: 0.001507 loss: 0.1779 (0.1874) loss_rec_all: 0.2044 (0.2133) loss_rec_sfr: 0.2517 (0.2719) loss_cl: -0.2791 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [16:46:53.667907] Epoch: [357] [1520/2904] eta: 0:17:27 lr: 0.001506 loss: 0.1770 (0.1874) loss_rec_all: 0.2037 (0.2134) loss_rec_sfr: 0.2612 (0.2720) loss_cl: -0.2787 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [16:47:08.583456] Epoch: [357] [1540/2904] eta: 0:17:12 lr: 0.001506 loss: 0.1751 (0.1874) loss_rec_all: 0.2016 (0.2134) loss_rec_sfr: 0.2189 (0.2719) loss_cl: -0.2788 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [16:47:23.491187] Epoch: [357] [1560/2904] eta: 0:16:57 lr: 0.001506 loss: 0.1782 (0.1874) loss_rec_all: 0.2043 (0.2133) loss_rec_sfr: 0.2544 (0.2718) loss_cl: -0.2791 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [16:47:38.396803] Epoch: [357] [1580/2904] eta: 0:16:41 lr: 0.001506 loss: 0.1787 (0.1873) loss_rec_all: 0.2050 (0.2133) loss_rec_sfr: 0.2632 (0.2718) loss_cl: -0.2784 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [16:47:53.307586] Epoch: [357] [1600/2904] eta: 0:16:26 lr: 0.001506 loss: 0.1797 (0.1873) loss_rec_all: 0.2057 (0.2133) loss_rec_sfr: 0.2560 (0.2717) loss_cl: -0.2794 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [16:48:08.222919] Epoch: [357] [1620/2904] eta: 0:16:11 lr: 0.001506 loss: 0.1792 (0.1874) loss_rec_all: 0.2052 (0.2134) loss_rec_sfr: 0.2545 (0.2719) loss_cl: -0.2791 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [16:48:23.139057] Epoch: [357] [1640/2904] eta: 0:15:55 lr: 0.001506 loss: 0.1733 (0.1872) loss_rec_all: 0.2001 (0.2132) loss_rec_sfr: 0.2445 (0.2714) loss_cl: -0.2801 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [16:48:38.051612] Epoch: [357] [1660/2904] eta: 0:15:40 lr: 0.001506 loss: 0.1791 (0.1872) loss_rec_all: 0.2053 (0.2132) loss_rec_sfr: 0.2447 (0.2712) loss_cl: -0.2791 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [16:48:52.964407] Epoch: [357] [1680/2904] eta: 0:15:25 lr: 0.001506 loss: 0.1798 (0.1873) loss_rec_all: 0.2064 (0.2133) loss_rec_sfr: 0.2658 (0.2715) loss_cl: -0.2782 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [16:49:07.878677] Epoch: [357] [1700/2904] eta: 0:15:10 lr: 0.001506 loss: 0.1759 (0.1873) loss_rec_all: 0.2020 (0.2133) loss_rec_sfr: 0.2249 (0.2713) loss_cl: -0.2787 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [16:49:22.793938] Epoch: [357] [1720/2904] eta: 0:14:54 lr: 0.001506 loss: 0.1765 (0.1873) loss_rec_all: 0.2027 (0.2133) loss_rec_sfr: 0.2293 (0.2711) loss_cl: -0.2793 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [16:49:37.704301] Epoch: [357] [1740/2904] eta: 0:14:39 lr: 0.001506 loss: 0.1808 (0.1872) loss_rec_all: 0.2069 (0.2132) loss_rec_sfr: 0.2545 (0.2709) loss_cl: -0.2789 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [16:49:52.613538] Epoch: [357] [1760/2904] eta: 0:14:24 lr: 0.001506 loss: 0.1774 (0.1873) loss_rec_all: 0.2036 (0.2133) loss_rec_sfr: 0.2573 (0.2711) loss_cl: -0.2795 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [16:50:07.528968] Epoch: [357] [1780/2904] eta: 0:14:09 lr: 0.001506 loss: 0.1796 (0.1872) loss_rec_all: 0.2057 (0.2132) loss_rec_sfr: 0.2600 (0.2711) loss_cl: -0.2793 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [16:50:22.443126] Epoch: [357] [1800/2904] eta: 0:13:53 lr: 0.001506 loss: 0.1742 (0.1872) loss_rec_all: 0.2009 (0.2132) loss_rec_sfr: 0.2239 (0.2710) loss_cl: -0.2789 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [16:50:37.362738] Epoch: [357] [1820/2904] eta: 0:13:38 lr: 0.001506 loss: 0.1817 (0.1873) loss_rec_all: 0.2078 (0.2133) loss_rec_sfr: 0.2596 (0.2712) loss_cl: -0.2782 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [16:50:52.281545] Epoch: [357] [1840/2904] eta: 0:13:23 lr: 0.001506 loss: 0.1781 (0.1873) loss_rec_all: 0.2041 (0.2133) loss_rec_sfr: 0.2582 (0.2715) loss_cl: -0.2783 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [16:51:07.195040] Epoch: [357] [1860/2904] eta: 0:13:08 lr: 0.001506 loss: 0.1799 (0.1874) loss_rec_all: 0.2059 (0.2133) loss_rec_sfr: 0.2569 (0.2715) loss_cl: -0.2789 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [16:51:22.105825] Epoch: [357] [1880/2904] eta: 0:12:53 lr: 0.001506 loss: 0.1778 (0.1874) loss_rec_all: 0.2040 (0.2134) loss_rec_sfr: 0.2527 (0.2716) loss_cl: -0.2793 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [16:51:37.019154] Epoch: [357] [1900/2904] eta: 0:12:37 lr: 0.001506 loss: 0.1772 (0.1874) loss_rec_all: 0.2035 (0.2134) loss_rec_sfr: 0.2187 (0.2716) loss_cl: -0.2789 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [16:51:51.930253] Epoch: [357] [1920/2904] eta: 0:12:22 lr: 0.001506 loss: 0.1751 (0.1874) loss_rec_all: 0.2015 (0.2134) loss_rec_sfr: 0.2231 (0.2714) loss_cl: -0.2788 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [16:52:06.846691] Epoch: [357] [1940/2904] eta: 0:12:07 lr: 0.001506 loss: 0.1782 (0.1874) loss_rec_all: 0.2042 (0.2133) loss_rec_sfr: 0.2567 (0.2714) loss_cl: -0.2783 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [16:52:21.764505] Epoch: [357] [1960/2904] eta: 0:11:52 lr: 0.001506 loss: 0.1761 (0.1874) loss_rec_all: 0.2022 (0.2133) loss_rec_sfr: 0.2551 (0.2713) loss_cl: -0.2781 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [16:52:36.682378] Epoch: [357] [1980/2904] eta: 0:11:37 lr: 0.001506 loss: 0.1767 (0.1873) loss_rec_all: 0.2030 (0.2133) loss_rec_sfr: 0.2231 (0.2712) loss_cl: -0.2791 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [16:52:51.598158] Epoch: [357] [2000/2904] eta: 0:11:21 lr: 0.001506 loss: 0.1800 (0.1874) loss_rec_all: 0.2063 (0.2134) loss_rec_sfr: 0.2595 (0.2714) loss_cl: -0.2795 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [16:53:06.513889] Epoch: [357] [2020/2904] eta: 0:11:06 lr: 0.001506 loss: 0.1818 (0.1874) loss_rec_all: 0.2079 (0.2134) loss_rec_sfr: 0.2575 (0.2714) loss_cl: -0.2782 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [16:53:21.427275] Epoch: [357] [2040/2904] eta: 0:10:51 lr: 0.001506 loss: 0.1775 (0.1874) loss_rec_all: 0.2039 (0.2134) loss_rec_sfr: 0.2579 (0.2714) loss_cl: -0.2787 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [16:53:36.338496] Epoch: [357] [2060/2904] eta: 0:10:36 lr: 0.001506 loss: 0.1827 (0.1874) loss_rec_all: 0.2089 (0.2134) loss_rec_sfr: 0.2643 (0.2716) loss_cl: -0.2781 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [16:53:51.251426] Epoch: [357] [2080/2904] eta: 0:10:21 lr: 0.001506 loss: 0.1804 (0.1876) loss_rec_all: 0.2070 (0.2135) loss_rec_sfr: 0.2526 (0.2720) loss_cl: -0.2794 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [16:54:06.164784] Epoch: [357] [2100/2904] eta: 0:10:06 lr: 0.001506 loss: 0.1740 (0.1875) loss_rec_all: 0.2001 (0.2135) loss_rec_sfr: 0.2558 (0.2719) loss_cl: -0.2792 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [16:54:21.076800] Epoch: [357] [2120/2904] eta: 0:09:51 lr: 0.001505 loss: 0.1775 (0.1875) loss_rec_all: 0.2040 (0.2135) loss_rec_sfr: 0.2166 (0.2719) loss_cl: -0.2792 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [16:54:35.991440] Epoch: [357] [2140/2904] eta: 0:09:35 lr: 0.001505 loss: 0.1823 (0.1875) loss_rec_all: 0.2085 (0.2135) loss_rec_sfr: 0.2567 (0.2719) loss_cl: -0.2786 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [16:54:50.912111] Epoch: [357] [2160/2904] eta: 0:09:20 lr: 0.001505 loss: 0.1755 (0.1875) loss_rec_all: 0.2013 (0.2135) loss_rec_sfr: 0.2507 (0.2717) loss_cl: -0.2791 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [16:55:05.831622] Epoch: [357] [2180/2904] eta: 0:09:05 lr: 0.001505 loss: 0.1776 (0.1875) loss_rec_all: 0.2037 (0.2135) loss_rec_sfr: 0.2599 (0.2716) loss_cl: -0.2789 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [16:55:20.747268] Epoch: [357] [2200/2904] eta: 0:08:50 lr: 0.001505 loss: 0.1743 (0.1875) loss_rec_all: 0.2008 (0.2135) loss_rec_sfr: 0.2644 (0.2717) loss_cl: -0.2793 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [16:55:35.672130] Epoch: [357] [2220/2904] eta: 0:08:35 lr: 0.001505 loss: 0.1775 (0.1875) loss_rec_all: 0.2034 (0.2135) loss_rec_sfr: 0.2578 (0.2718) loss_cl: -0.2784 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [16:55:50.589563] Epoch: [357] [2240/2904] eta: 0:08:20 lr: 0.001505 loss: 0.1801 (0.1876) loss_rec_all: 0.2062 (0.2136) loss_rec_sfr: 0.2696 (0.2720) loss_cl: -0.2783 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [16:56:05.511359] Epoch: [357] [2260/2904] eta: 0:08:05 lr: 0.001505 loss: 0.1802 (0.1876) loss_rec_all: 0.2063 (0.2136) loss_rec_sfr: 0.2643 (0.2721) loss_cl: -0.2791 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [16:56:20.424531] Epoch: [357] [2280/2904] eta: 0:07:50 lr: 0.001505 loss: 0.1762 (0.1875) loss_rec_all: 0.2028 (0.2135) loss_rec_sfr: 0.2234 (0.2718) loss_cl: -0.2794 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [16:56:35.341447] Epoch: [357] [2300/2904] eta: 0:07:34 lr: 0.001505 loss: 0.1807 (0.1875) loss_rec_all: 0.2068 (0.2135) loss_rec_sfr: 0.2609 (0.2718) loss_cl: -0.2788 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [16:56:50.250548] Epoch: [357] [2320/2904] eta: 0:07:19 lr: 0.001505 loss: 0.1791 (0.1875) loss_rec_all: 0.2052 (0.2135) loss_rec_sfr: 0.2594 (0.2719) loss_cl: -0.2786 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [16:57:05.164525] Epoch: [357] [2340/2904] eta: 0:07:04 lr: 0.001505 loss: 0.1756 (0.1876) loss_rec_all: 0.2017 (0.2135) loss_rec_sfr: 0.2590 (0.2720) loss_cl: -0.2784 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [16:57:20.084030] Epoch: [357] [2360/2904] eta: 0:06:49 lr: 0.001505 loss: 0.1776 (0.1876) loss_rec_all: 0.2037 (0.2136) loss_rec_sfr: 0.2605 (0.2721) loss_cl: -0.2787 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [16:57:35.003891] Epoch: [357] [2380/2904] eta: 0:06:34 lr: 0.001505 loss: 0.1795 (0.1876) loss_rec_all: 0.2057 (0.2136) loss_rec_sfr: 0.2534 (0.2722) loss_cl: -0.2793 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [16:57:49.932635] Epoch: [357] [2400/2904] eta: 0:06:19 lr: 0.001505 loss: 0.1760 (0.1876) loss_rec_all: 0.2023 (0.2136) loss_rec_sfr: 0.2173 (0.2721) loss_cl: -0.2793 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [16:58:04.844615] Epoch: [357] [2420/2904] eta: 0:06:04 lr: 0.001505 loss: 0.1846 (0.1876) loss_rec_all: 0.2108 (0.2136) loss_rec_sfr: 0.2625 (0.2722) loss_cl: -0.2790 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [16:58:19.749820] Epoch: [357] [2440/2904] eta: 0:05:49 lr: 0.001505 loss: 0.1754 (0.1876) loss_rec_all: 0.2013 (0.2136) loss_rec_sfr: 0.2598 (0.2723) loss_cl: -0.2790 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [16:58:34.656308] Epoch: [357] [2460/2904] eta: 0:05:34 lr: 0.001505 loss: 0.1786 (0.1876) loss_rec_all: 0.2048 (0.2136) loss_rec_sfr: 0.2536 (0.2723) loss_cl: -0.2790 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [16:58:49.565580] Epoch: [357] [2480/2904] eta: 0:05:19 lr: 0.001505 loss: 0.1777 (0.1876) loss_rec_all: 0.2043 (0.2136) loss_rec_sfr: 0.2138 (0.2721) loss_cl: -0.2793 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [16:59:04.486179] Epoch: [357] [2500/2904] eta: 0:05:04 lr: 0.001505 loss: 0.1818 (0.1877) loss_rec_all: 0.2082 (0.2136) loss_rec_sfr: 0.2634 (0.2723) loss_cl: -0.2795 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [16:59:19.405240] Epoch: [357] [2520/2904] eta: 0:04:49 lr: 0.001505 loss: 0.1789 (0.1877) loss_rec_all: 0.2051 (0.2137) loss_rec_sfr: 0.2616 (0.2724) loss_cl: -0.2791 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [16:59:34.322056] Epoch: [357] [2540/2904] eta: 0:04:33 lr: 0.001505 loss: 0.1868 (0.1877) loss_rec_all: 0.2127 (0.2137) loss_rec_sfr: 0.2711 (0.2725) loss_cl: -0.2790 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [16:59:49.237551] Epoch: [357] [2560/2904] eta: 0:04:18 lr: 0.001505 loss: 0.1818 (0.1877) loss_rec_all: 0.2077 (0.2137) loss_rec_sfr: 0.2605 (0.2725) loss_cl: -0.2788 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [17:00:04.148988] Epoch: [357] [2580/2904] eta: 0:04:03 lr: 0.001505 loss: 0.1743 (0.1877) loss_rec_all: 0.2005 (0.2136) loss_rec_sfr: 0.2564 (0.2724) loss_cl: -0.2788 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [17:00:19.066509] Epoch: [357] [2600/2904] eta: 0:03:48 lr: 0.001505 loss: 0.1778 (0.1877) loss_rec_all: 0.2043 (0.2137) loss_rec_sfr: 0.2600 (0.2725) loss_cl: -0.2794 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [17:00:33.976754] Epoch: [357] [2620/2904] eta: 0:03:33 lr: 0.001505 loss: 0.1775 (0.1877) loss_rec_all: 0.2041 (0.2137) loss_rec_sfr: 0.2520 (0.2724) loss_cl: -0.2788 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [17:00:48.888318] Epoch: [357] [2640/2904] eta: 0:03:18 lr: 0.001505 loss: 0.1831 (0.1877) loss_rec_all: 0.2093 (0.2137) loss_rec_sfr: 0.2552 (0.2724) loss_cl: -0.2792 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [17:01:03.803712] Epoch: [357] [2660/2904] eta: 0:03:03 lr: 0.001505 loss: 0.1836 (0.1877) loss_rec_all: 0.2096 (0.2137) loss_rec_sfr: 0.2601 (0.2725) loss_cl: -0.2788 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [17:01:18.717354] Epoch: [357] [2680/2904] eta: 0:02:48 lr: 0.001505 loss: 0.1791 (0.1877) loss_rec_all: 0.2051 (0.2137) loss_rec_sfr: 0.2623 (0.2726) loss_cl: -0.2784 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [17:01:33.633251] Epoch: [357] [2700/2904] eta: 0:02:33 lr: 0.001505 loss: 0.1767 (0.1878) loss_rec_all: 0.2027 (0.2137) loss_rec_sfr: 0.2559 (0.2727) loss_cl: -0.2785 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [17:01:48.547068] Epoch: [357] [2720/2904] eta: 0:02:18 lr: 0.001504 loss: 0.1778 (0.1877) loss_rec_all: 0.2043 (0.2137) loss_rec_sfr: 0.2537 (0.2727) loss_cl: -0.2784 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [17:02:03.460238] Epoch: [357] [2740/2904] eta: 0:02:03 lr: 0.001504 loss: 0.1760 (0.1877) loss_rec_all: 0.2020 (0.2137) loss_rec_sfr: 0.2550 (0.2726) loss_cl: -0.2792 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [17:02:18.375069] Epoch: [357] [2760/2904] eta: 0:01:48 lr: 0.001504 loss: 0.1777 (0.1877) loss_rec_all: 0.2042 (0.2137) loss_rec_sfr: 0.2548 (0.2726) loss_cl: -0.2797 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [17:02:33.287019] Epoch: [357] [2780/2904] eta: 0:01:33 lr: 0.001504 loss: 0.1801 (0.1877) loss_rec_all: 0.2065 (0.2137) loss_rec_sfr: 0.2484 (0.2726) loss_cl: -0.2779 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [17:02:48.198666] Epoch: [357] [2800/2904] eta: 0:01:18 lr: 0.001504 loss: 0.1764 (0.1877) loss_rec_all: 0.2026 (0.2136) loss_rec_sfr: 0.2240 (0.2724) loss_cl: -0.2781 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [17:03:03.113589] Epoch: [357] [2820/2904] eta: 0:01:03 lr: 0.001504 loss: 0.1746 (0.1876) loss_rec_all: 0.2010 (0.2136) loss_rec_sfr: 0.2545 (0.2722) loss_cl: -0.2794 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [17:03:18.056057] Epoch: [357] [2840/2904] eta: 0:00:48 lr: 0.001504 loss: 0.1788 (0.1876) loss_rec_all: 0.2050 (0.2136) loss_rec_sfr: 0.2662 (0.2722) loss_cl: -0.2799 (-0.2789) time: 0.7471 data: 0.0023 max mem: 29860 [17:03:32.954295] Epoch: [357] [2860/2904] eta: 0:00:33 lr: 0.001504 loss: 0.1747 (0.1876) loss_rec_all: 0.2009 (0.2136) loss_rec_sfr: 0.2171 (0.2721) loss_cl: -0.2793 (-0.2789) time: 0.7449 data: 0.0001 max mem: 29860 [17:03:47.851426] Epoch: [357] [2880/2904] eta: 0:00:18 lr: 0.001504 loss: 0.1766 (0.1876) loss_rec_all: 0.2027 (0.2136) loss_rec_sfr: 0.2660 (0.2722) loss_cl: -0.2788 (-0.2789) time: 0.7448 data: 0.0001 max mem: 29860 [17:04:02.743355] Epoch: [357] [2900/2904] eta: 0:00:03 lr: 0.001504 loss: 0.1783 (0.1875) loss_rec_all: 0.2044 (0.2135) loss_rec_sfr: 0.2577 (0.2721) loss_cl: -0.2785 (-0.2789) time: 0.7446 data: 0.0001 max mem: 29860 [17:04:04.985439] Epoch: [357] [2903/2904] eta: 0:00:00 lr: 0.001504 loss: 0.1781 (0.1876) loss_rec_all: 0.2042 (0.2135) loss_rec_sfr: 0.2577 (0.2722) loss_cl: -0.2785 (-0.2789) time: 0.7446 data: 0.0001 max mem: 29860 [17:04:07.086353] Epoch: [357] Total time: 0:36:25 (0.7525 s / it) [17:04:07.091711] Averaged stats: lr: 0.001504 loss: 0.1781 (0.1908) loss_rec_all: 0.2042 (0.2144) loss_rec_sfr: 0.2577 (0.2749) loss_cl: -0.2785 (-0.2556) [17:04:07.096536] log_dir: ./checkpoint/VF2_ViT-B [17:04:25.254217] Epoch: [358] [ 0/2904] eta: 14:38:47 lr: 0.001504 loss: 0.1771 (0.1771) loss_rec_all: 0.2030 (0.2030) loss_rec_sfr: 0.2731 (0.2731) loss_cl: -0.2787 (-0.2787) time: 18.1568 data: 11.4602 max mem: 29860 [17:04:41.318751] Epoch: [358] [ 20/2904] eta: 1:18:19 lr: 0.001504 loss: 0.1750 (0.1796) loss_rec_all: 0.2012 (0.2058) loss_rec_sfr: 0.2519 (0.2454) loss_cl: -0.2797 (-0.2795) time: 0.8032 data: 0.0582 max mem: 29860 [17:04:56.227132] Epoch: [358] [ 40/2904] eta: 0:57:11 lr: 0.001504 loss: 0.1777 (0.1799) loss_rec_all: 0.2047 (0.2062) loss_rec_sfr: 0.2529 (0.2461) loss_cl: -0.2798 (-0.2797) time: 0.7454 data: 0.0002 max mem: 29860 [17:05:11.179496] Epoch: [358] [ 60/2904] eta: 0:49:47 lr: 0.001504 loss: 0.1774 (0.1807) loss_rec_all: 0.2040 (0.2069) loss_rec_sfr: 0.2602 (0.2497) loss_cl: -0.2797 (-0.2796) time: 0.7475 data: 0.0002 max mem: 29860 [17:05:26.138881] Epoch: [358] [ 80/2904] eta: 0:45:55 lr: 0.001504 loss: 0.1763 (0.1823) loss_rec_all: 0.2030 (0.2084) loss_rec_sfr: 0.2522 (0.2559) loss_cl: -0.2784 (-0.2792) time: 0.7479 data: 0.0002 max mem: 29860 [17:05:41.120659] Epoch: [358] [ 100/2904] eta: 0:43:30 lr: 0.001504 loss: 0.1766 (0.1842) loss_rec_all: 0.2026 (0.2103) loss_rec_sfr: 0.2556 (0.2638) loss_cl: -0.2793 (-0.2790) time: 0.7490 data: 0.0002 max mem: 29860 [17:05:56.108935] Epoch: [358] [ 120/2904] eta: 0:41:48 lr: 0.001504 loss: 0.1791 (0.1856) loss_rec_all: 0.2057 (0.2116) loss_rec_sfr: 0.2545 (0.2675) loss_cl: -0.2796 (-0.2791) time: 0.7494 data: 0.0002 max mem: 29860 [17:06:11.106341] Epoch: [358] [ 140/2904] eta: 0:40:30 lr: 0.001504 loss: 0.1802 (0.1858) loss_rec_all: 0.2063 (0.2119) loss_rec_sfr: 0.2538 (0.2677) loss_cl: -0.2796 (-0.2791) time: 0.7498 data: 0.0002 max mem: 29860 [17:06:26.094650] Epoch: [358] [ 160/2904] eta: 0:39:28 lr: 0.001504 loss: 0.1778 (0.1856) loss_rec_all: 0.2041 (0.2116) loss_rec_sfr: 0.2575 (0.2673) loss_cl: -0.2788 (-0.2791) time: 0.7494 data: 0.0002 max mem: 29860 [17:06:41.086015] Epoch: [358] [ 180/2904] eta: 0:38:37 lr: 0.001504 loss: 0.1803 (0.1861) loss_rec_all: 0.2064 (0.2121) loss_rec_sfr: 0.2557 (0.2690) loss_cl: -0.2783 (-0.2790) time: 0.7495 data: 0.0002 max mem: 29860 [17:06:56.081923] Epoch: [358] [ 200/2904] eta: 0:37:53 lr: 0.001504 loss: 0.1783 (0.1870) loss_rec_all: 0.2049 (0.2130) loss_rec_sfr: 0.2597 (0.2723) loss_cl: -0.2785 (-0.2789) time: 0.7498 data: 0.0002 max mem: 29860 [17:07:11.068392] Epoch: [358] [ 220/2904] eta: 0:37:14 lr: 0.001504 loss: 0.1791 (0.1874) loss_rec_all: 0.2055 (0.2133) loss_rec_sfr: 0.2553 (0.2737) loss_cl: -0.2786 (-0.2788) time: 0.7493 data: 0.0002 max mem: 29860 [17:07:26.062056] Epoch: [358] [ 240/2904] eta: 0:36:39 lr: 0.001504 loss: 0.1769 (0.1868) loss_rec_all: 0.2032 (0.2128) loss_rec_sfr: 0.2539 (0.2720) loss_cl: -0.2796 (-0.2789) time: 0.7496 data: 0.0002 max mem: 29860 [17:07:41.100217] Epoch: [358] [ 260/2904] eta: 0:36:07 lr: 0.001504 loss: 0.1815 (0.1869) loss_rec_all: 0.2076 (0.2129) loss_rec_sfr: 0.2581 (0.2724) loss_cl: -0.2798 (-0.2789) time: 0.7519 data: 0.0002 max mem: 29860 [17:07:56.076481] Epoch: [358] [ 280/2904] eta: 0:35:38 lr: 0.001504 loss: 0.1766 (0.1864) loss_rec_all: 0.2027 (0.2124) loss_rec_sfr: 0.2558 (0.2711) loss_cl: -0.2792 (-0.2789) time: 0.7488 data: 0.0002 max mem: 29860 [17:08:11.060218] Epoch: [358] [ 300/2904] eta: 0:35:10 lr: 0.001504 loss: 0.1784 (0.1867) loss_rec_all: 0.2044 (0.2126) loss_rec_sfr: 0.2432 (0.2713) loss_cl: -0.2789 (-0.2789) time: 0.7491 data: 0.0002 max mem: 29860 [17:08:25.995020] Epoch: [358] [ 320/2904] eta: 0:34:43 lr: 0.001504 loss: 0.1798 (0.1874) loss_rec_all: 0.2059 (0.2133) loss_rec_sfr: 0.2606 (0.2735) loss_cl: -0.2784 (-0.2789) time: 0.7467 data: 0.0002 max mem: 29860 [17:08:40.929079] Epoch: [358] [ 340/2904] eta: 0:34:18 lr: 0.001504 loss: 0.1861 (0.1877) loss_rec_all: 0.2124 (0.2137) loss_rec_sfr: 0.2601 (0.2740) loss_cl: -0.2797 (-0.2789) time: 0.7467 data: 0.0002 max mem: 29860 [17:08:55.851326] Epoch: [358] [ 360/2904] eta: 0:33:54 lr: 0.001504 loss: 0.1770 (0.1875) loss_rec_all: 0.2032 (0.2135) loss_rec_sfr: 0.2554 (0.2729) loss_cl: -0.2798 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [17:09:10.774417] Epoch: [358] [ 380/2904] eta: 0:33:31 lr: 0.001504 loss: 0.1780 (0.1873) loss_rec_all: 0.2044 (0.2133) loss_rec_sfr: 0.2541 (0.2721) loss_cl: -0.2781 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [17:09:25.688248] Epoch: [358] [ 400/2904] eta: 0:33:09 lr: 0.001504 loss: 0.1752 (0.1872) loss_rec_all: 0.2014 (0.2132) loss_rec_sfr: 0.2577 (0.2719) loss_cl: -0.2788 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [17:09:40.608943] Epoch: [358] [ 420/2904] eta: 0:32:47 lr: 0.001503 loss: 0.1792 (0.1871) loss_rec_all: 0.2052 (0.2131) loss_rec_sfr: 0.2486 (0.2711) loss_cl: -0.2791 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [17:09:55.529695] Epoch: [358] [ 440/2904] eta: 0:32:26 lr: 0.001503 loss: 0.1785 (0.1876) loss_rec_all: 0.2049 (0.2135) loss_rec_sfr: 0.2626 (0.2728) loss_cl: -0.2792 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [17:10:10.445920] Epoch: [358] [ 460/2904] eta: 0:32:06 lr: 0.001503 loss: 0.1774 (0.1876) loss_rec_all: 0.2037 (0.2136) loss_rec_sfr: 0.2582 (0.2732) loss_cl: -0.2786 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [17:10:25.362066] Epoch: [358] [ 480/2904] eta: 0:31:46 lr: 0.001503 loss: 0.1811 (0.1878) loss_rec_all: 0.2072 (0.2138) loss_rec_sfr: 0.2614 (0.2741) loss_cl: -0.2784 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [17:10:40.274448] Epoch: [358] [ 500/2904] eta: 0:31:26 lr: 0.001503 loss: 0.1802 (0.1878) loss_rec_all: 0.2062 (0.2137) loss_rec_sfr: 0.2567 (0.2742) loss_cl: -0.2795 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [17:10:55.193186] Epoch: [358] [ 520/2904] eta: 0:31:07 lr: 0.001503 loss: 0.1769 (0.1879) loss_rec_all: 0.2031 (0.2139) loss_rec_sfr: 0.2626 (0.2750) loss_cl: -0.2790 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [17:11:10.118739] Epoch: [358] [ 540/2904] eta: 0:30:48 lr: 0.001503 loss: 0.1798 (0.1879) loss_rec_all: 0.2059 (0.2139) loss_rec_sfr: 0.2561 (0.2746) loss_cl: -0.2792 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [17:11:25.039381] Epoch: [358] [ 560/2904] eta: 0:30:29 lr: 0.001503 loss: 0.1790 (0.1881) loss_rec_all: 0.2051 (0.2141) loss_rec_sfr: 0.2580 (0.2751) loss_cl: -0.2786 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [17:11:39.956976] Epoch: [358] [ 580/2904] eta: 0:30:11 lr: 0.001503 loss: 0.1802 (0.1883) loss_rec_all: 0.2063 (0.2142) loss_rec_sfr: 0.2570 (0.2755) loss_cl: -0.2782 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [17:11:54.879783] Epoch: [358] [ 600/2904] eta: 0:29:53 lr: 0.001503 loss: 0.1831 (0.1884) loss_rec_all: 0.2087 (0.2144) loss_rec_sfr: 0.2608 (0.2759) loss_cl: -0.2787 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [17:12:09.794918] Epoch: [358] [ 620/2904] eta: 0:29:35 lr: 0.001503 loss: 0.1798 (0.1886) loss_rec_all: 0.2060 (0.2146) loss_rec_sfr: 0.2611 (0.2767) loss_cl: -0.2783 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [17:12:24.719834] Epoch: [358] [ 640/2904] eta: 0:29:17 lr: 0.001503 loss: 0.1763 (0.1889) loss_rec_all: 0.2025 (0.2148) loss_rec_sfr: 0.2608 (0.2777) loss_cl: -0.2795 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [17:12:39.643582] Epoch: [358] [ 660/2904] eta: 0:28:59 lr: 0.001503 loss: 0.1795 (0.1889) loss_rec_all: 0.2055 (0.2148) loss_rec_sfr: 0.2537 (0.2780) loss_cl: -0.2780 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [17:12:54.569083] Epoch: [358] [ 680/2904] eta: 0:28:42 lr: 0.001503 loss: 0.1760 (0.1887) loss_rec_all: 0.2020 (0.2147) loss_rec_sfr: 0.2609 (0.2777) loss_cl: -0.2770 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [17:13:09.492823] Epoch: [358] [ 700/2904] eta: 0:28:25 lr: 0.001503 loss: 0.1752 (0.1885) loss_rec_all: 0.2013 (0.2144) loss_rec_sfr: 0.2554 (0.2769) loss_cl: -0.2776 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [17:13:24.417240] Epoch: [358] [ 720/2904] eta: 0:28:08 lr: 0.001503 loss: 0.1771 (0.1883) loss_rec_all: 0.2030 (0.2143) loss_rec_sfr: 0.2599 (0.2762) loss_cl: -0.2781 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [17:13:39.341041] Epoch: [358] [ 740/2904] eta: 0:27:51 lr: 0.001503 loss: 0.1822 (0.1886) loss_rec_all: 0.2082 (0.2146) loss_rec_sfr: 0.2651 (0.2774) loss_cl: -0.2792 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [17:13:54.261726] Epoch: [358] [ 760/2904] eta: 0:27:34 lr: 0.001503 loss: 0.1778 (0.1885) loss_rec_all: 0.2038 (0.2145) loss_rec_sfr: 0.2607 (0.2772) loss_cl: -0.2795 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [17:14:09.183733] Epoch: [358] [ 780/2904] eta: 0:27:17 lr: 0.001503 loss: 0.1796 (0.1886) loss_rec_all: 0.2057 (0.2145) loss_rec_sfr: 0.2590 (0.2772) loss_cl: -0.2793 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [17:14:24.101111] Epoch: [358] [ 800/2904] eta: 0:27:00 lr: 0.001503 loss: 0.1792 (0.1884) loss_rec_all: 0.2053 (0.2144) loss_rec_sfr: 0.2524 (0.2767) loss_cl: -0.2781 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [17:14:39.016592] Epoch: [358] [ 820/2904] eta: 0:26:43 lr: 0.001503 loss: 0.1757 (0.1883) loss_rec_all: 0.2015 (0.2142) loss_rec_sfr: 0.2525 (0.2762) loss_cl: -0.2779 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [17:14:53.933199] Epoch: [358] [ 840/2904] eta: 0:26:27 lr: 0.001503 loss: 0.1790 (0.1883) loss_rec_all: 0.2051 (0.2142) loss_rec_sfr: 0.2459 (0.2762) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [17:15:08.857483] Epoch: [358] [ 860/2904] eta: 0:26:10 lr: 0.001503 loss: 0.1786 (0.1882) loss_rec_all: 0.2047 (0.2141) loss_rec_sfr: 0.2463 (0.2757) loss_cl: -0.2795 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [17:15:23.769521] Epoch: [358] [ 880/2904] eta: 0:25:54 lr: 0.001503 loss: 0.1771 (0.1879) loss_rec_all: 0.2036 (0.2139) loss_rec_sfr: 0.2452 (0.2747) loss_cl: -0.2801 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [17:15:38.684252] Epoch: [358] [ 900/2904] eta: 0:25:38 lr: 0.001503 loss: 0.1722 (0.1878) loss_rec_all: 0.1987 (0.2138) loss_rec_sfr: 0.2095 (0.2742) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [17:15:53.598513] Epoch: [358] [ 920/2904] eta: 0:25:21 lr: 0.001503 loss: 0.1756 (0.1877) loss_rec_all: 0.2022 (0.2136) loss_rec_sfr: 0.2447 (0.2737) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [17:16:08.518064] Epoch: [358] [ 940/2904] eta: 0:25:05 lr: 0.001503 loss: 0.1784 (0.1876) loss_rec_all: 0.2048 (0.2136) loss_rec_sfr: 0.2479 (0.2736) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [17:16:23.446470] Epoch: [358] [ 960/2904] eta: 0:24:49 lr: 0.001503 loss: 0.1801 (0.1879) loss_rec_all: 0.2059 (0.2139) loss_rec_sfr: 0.2636 (0.2745) loss_cl: -0.2786 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [17:16:38.365897] Epoch: [358] [ 980/2904] eta: 0:24:33 lr: 0.001503 loss: 0.1801 (0.1879) loss_rec_all: 0.2058 (0.2139) loss_rec_sfr: 0.2615 (0.2746) loss_cl: -0.2784 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [17:16:53.282648] Epoch: [358] [1000/2904] eta: 0:24:17 lr: 0.001503 loss: 0.1766 (0.1879) loss_rec_all: 0.2029 (0.2139) loss_rec_sfr: 0.2581 (0.2746) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [17:17:08.197343] Epoch: [358] [1020/2904] eta: 0:24:01 lr: 0.001503 loss: 0.1818 (0.1882) loss_rec_all: 0.2077 (0.2141) loss_rec_sfr: 0.2688 (0.2756) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [17:17:23.112109] Epoch: [358] [1040/2904] eta: 0:23:45 lr: 0.001502 loss: 0.1777 (0.1881) loss_rec_all: 0.2037 (0.2141) loss_rec_sfr: 0.2508 (0.2755) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [17:17:38.023311] Epoch: [358] [1060/2904] eta: 0:23:29 lr: 0.001502 loss: 0.1831 (0.1882) loss_rec_all: 0.2095 (0.2141) loss_rec_sfr: 0.2485 (0.2752) loss_cl: -0.2798 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [17:17:52.945119] Epoch: [358] [1080/2904] eta: 0:23:13 lr: 0.001502 loss: 0.1799 (0.1881) loss_rec_all: 0.2061 (0.2141) loss_rec_sfr: 0.2521 (0.2749) loss_cl: -0.2785 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [17:18:07.862171] Epoch: [358] [1100/2904] eta: 0:22:57 lr: 0.001502 loss: 0.1824 (0.1882) loss_rec_all: 0.2082 (0.2142) loss_rec_sfr: 0.2638 (0.2751) loss_cl: -0.2781 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [17:18:22.778827] Epoch: [358] [1120/2904] eta: 0:22:41 lr: 0.001502 loss: 0.1781 (0.1881) loss_rec_all: 0.2041 (0.2141) loss_rec_sfr: 0.2571 (0.2746) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [17:18:37.697421] Epoch: [358] [1140/2904] eta: 0:22:25 lr: 0.001502 loss: 0.1765 (0.1881) loss_rec_all: 0.2028 (0.2141) loss_rec_sfr: 0.2557 (0.2747) loss_cl: -0.2794 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [17:18:52.613238] Epoch: [358] [1160/2904] eta: 0:22:10 lr: 0.001502 loss: 0.1772 (0.1880) loss_rec_all: 0.2032 (0.2139) loss_rec_sfr: 0.2600 (0.2743) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [17:19:07.530053] Epoch: [358] [1180/2904] eta: 0:21:54 lr: 0.001502 loss: 0.1793 (0.1881) loss_rec_all: 0.2057 (0.2140) loss_rec_sfr: 0.2651 (0.2747) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [17:19:22.447958] Epoch: [358] [1200/2904] eta: 0:21:38 lr: 0.001502 loss: 0.1832 (0.1882) loss_rec_all: 0.2094 (0.2141) loss_rec_sfr: 0.2573 (0.2749) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [17:19:37.364634] Epoch: [358] [1220/2904] eta: 0:21:22 lr: 0.001502 loss: 0.1780 (0.1882) loss_rec_all: 0.2039 (0.2141) loss_rec_sfr: 0.2552 (0.2750) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [17:19:52.282217] Epoch: [358] [1240/2904] eta: 0:21:07 lr: 0.001502 loss: 0.1799 (0.1882) loss_rec_all: 0.2059 (0.2141) loss_rec_sfr: 0.2486 (0.2749) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [17:20:07.201533] Epoch: [358] [1260/2904] eta: 0:20:51 lr: 0.001502 loss: 0.1762 (0.1882) loss_rec_all: 0.2023 (0.2141) loss_rec_sfr: 0.2553 (0.2750) loss_cl: -0.2794 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [17:20:22.120583] Epoch: [358] [1280/2904] eta: 0:20:36 lr: 0.001502 loss: 0.1792 (0.1882) loss_rec_all: 0.2052 (0.2142) loss_rec_sfr: 0.2639 (0.2752) loss_cl: -0.2794 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [17:20:37.038836] Epoch: [358] [1300/2904] eta: 0:20:20 lr: 0.001502 loss: 0.1749 (0.1881) loss_rec_all: 0.2011 (0.2141) loss_rec_sfr: 0.2222 (0.2747) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [17:20:51.952291] Epoch: [358] [1320/2904] eta: 0:20:04 lr: 0.001502 loss: 0.1769 (0.1881) loss_rec_all: 0.2032 (0.2140) loss_rec_sfr: 0.2511 (0.2746) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [17:21:06.874450] Epoch: [358] [1340/2904] eta: 0:19:49 lr: 0.001502 loss: 0.1850 (0.1882) loss_rec_all: 0.2110 (0.2142) loss_rec_sfr: 0.2558 (0.2750) loss_cl: -0.2788 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [17:21:21.796311] Epoch: [358] [1360/2904] eta: 0:19:33 lr: 0.001502 loss: 0.1764 (0.1881) loss_rec_all: 0.2027 (0.2141) loss_rec_sfr: 0.2341 (0.2746) loss_cl: -0.2786 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [17:21:36.714419] Epoch: [358] [1380/2904] eta: 0:19:18 lr: 0.001502 loss: 0.1761 (0.1880) loss_rec_all: 0.2022 (0.2140) loss_rec_sfr: 0.2211 (0.2742) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [17:21:51.637000] Epoch: [358] [1400/2904] eta: 0:19:02 lr: 0.001502 loss: 0.1857 (0.1882) loss_rec_all: 0.2117 (0.2141) loss_rec_sfr: 0.2643 (0.2747) loss_cl: -0.2790 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [17:22:06.556608] Epoch: [358] [1420/2904] eta: 0:18:47 lr: 0.001502 loss: 0.1761 (0.1881) loss_rec_all: 0.2024 (0.2140) loss_rec_sfr: 0.2246 (0.2743) loss_cl: -0.2784 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [17:22:21.464406] Epoch: [358] [1440/2904] eta: 0:18:31 lr: 0.001502 loss: 0.1801 (0.1881) loss_rec_all: 0.2060 (0.2141) loss_rec_sfr: 0.2594 (0.2745) loss_cl: -0.2785 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [17:22:36.381277] Epoch: [358] [1460/2904] eta: 0:18:16 lr: 0.001502 loss: 0.1787 (0.1882) loss_rec_all: 0.2054 (0.2142) loss_rec_sfr: 0.2681 (0.2748) loss_cl: -0.2793 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [17:22:51.298412] Epoch: [358] [1480/2904] eta: 0:18:00 lr: 0.001502 loss: 0.1805 (0.1882) loss_rec_all: 0.2066 (0.2142) loss_rec_sfr: 0.2584 (0.2749) loss_cl: -0.2796 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [17:23:06.221506] Epoch: [358] [1500/2904] eta: 0:17:45 lr: 0.001502 loss: 0.1771 (0.1882) loss_rec_all: 0.2033 (0.2141) loss_rec_sfr: 0.2599 (0.2748) loss_cl: -0.2795 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [17:23:21.142330] Epoch: [358] [1520/2904] eta: 0:17:30 lr: 0.001502 loss: 0.1741 (0.1881) loss_rec_all: 0.2008 (0.2141) loss_rec_sfr: 0.2458 (0.2747) loss_cl: -0.2793 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [17:23:36.073506] Epoch: [358] [1540/2904] eta: 0:17:14 lr: 0.001502 loss: 0.1759 (0.1881) loss_rec_all: 0.2024 (0.2141) loss_rec_sfr: 0.2586 (0.2747) loss_cl: -0.2785 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [17:23:51.000024] Epoch: [358] [1560/2904] eta: 0:16:59 lr: 0.001502 loss: 0.1776 (0.1881) loss_rec_all: 0.2041 (0.2141) loss_rec_sfr: 0.2637 (0.2747) loss_cl: -0.2787 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [17:24:05.925484] Epoch: [358] [1580/2904] eta: 0:16:43 lr: 0.001502 loss: 0.1818 (0.1881) loss_rec_all: 0.2077 (0.2141) loss_rec_sfr: 0.2570 (0.2748) loss_cl: -0.2786 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [17:24:20.856544] Epoch: [358] [1600/2904] eta: 0:16:28 lr: 0.001502 loss: 0.1774 (0.1881) loss_rec_all: 0.2038 (0.2140) loss_rec_sfr: 0.2581 (0.2745) loss_cl: -0.2791 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [17:24:35.780634] Epoch: [358] [1620/2904] eta: 0:16:13 lr: 0.001502 loss: 0.1791 (0.1880) loss_rec_all: 0.2053 (0.2140) loss_rec_sfr: 0.2526 (0.2743) loss_cl: -0.2792 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [17:24:50.696608] Epoch: [358] [1640/2904] eta: 0:15:57 lr: 0.001501 loss: 0.1812 (0.1881) loss_rec_all: 0.2076 (0.2141) loss_rec_sfr: 0.2568 (0.2746) loss_cl: -0.2799 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [17:25:05.632892] Epoch: [358] [1660/2904] eta: 0:15:42 lr: 0.001501 loss: 0.1793 (0.1881) loss_rec_all: 0.2056 (0.2140) loss_rec_sfr: 0.2602 (0.2746) loss_cl: -0.2795 (-0.2789) time: 0.7468 data: 0.0002 max mem: 29860 [17:25:20.560481] Epoch: [358] [1680/2904] eta: 0:15:27 lr: 0.001501 loss: 0.1771 (0.1880) loss_rec_all: 0.2035 (0.2140) loss_rec_sfr: 0.2404 (0.2745) loss_cl: -0.2789 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [17:25:35.489533] Epoch: [358] [1700/2904] eta: 0:15:11 lr: 0.001501 loss: 0.1792 (0.1880) loss_rec_all: 0.2056 (0.2140) loss_rec_sfr: 0.2580 (0.2744) loss_cl: -0.2791 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [17:25:50.418948] Epoch: [358] [1720/2904] eta: 0:14:56 lr: 0.001501 loss: 0.1796 (0.1880) loss_rec_all: 0.2059 (0.2139) loss_rec_sfr: 0.2638 (0.2743) loss_cl: -0.2786 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [17:26:05.352754] Epoch: [358] [1740/2904] eta: 0:14:41 lr: 0.001501 loss: 0.1860 (0.1881) loss_rec_all: 0.2120 (0.2141) loss_rec_sfr: 0.2708 (0.2749) loss_cl: -0.2783 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [17:26:20.277063] Epoch: [358] [1760/2904] eta: 0:14:26 lr: 0.001501 loss: 0.1763 (0.1881) loss_rec_all: 0.2027 (0.2141) loss_rec_sfr: 0.2598 (0.2748) loss_cl: -0.2797 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [17:26:35.201055] Epoch: [358] [1780/2904] eta: 0:14:10 lr: 0.001501 loss: 0.1778 (0.1881) loss_rec_all: 0.2044 (0.2140) loss_rec_sfr: 0.2570 (0.2747) loss_cl: -0.2798 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [17:26:50.123083] Epoch: [358] [1800/2904] eta: 0:13:55 lr: 0.001501 loss: 0.1771 (0.1881) loss_rec_all: 0.2032 (0.2140) loss_rec_sfr: 0.2559 (0.2748) loss_cl: -0.2791 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [17:27:05.042454] Epoch: [358] [1820/2904] eta: 0:13:40 lr: 0.001501 loss: 0.1822 (0.1881) loss_rec_all: 0.2080 (0.2141) loss_rec_sfr: 0.2556 (0.2749) loss_cl: -0.2784 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [17:27:19.969679] Epoch: [358] [1840/2904] eta: 0:13:24 lr: 0.001501 loss: 0.1871 (0.1883) loss_rec_all: 0.2131 (0.2143) loss_rec_sfr: 0.2748 (0.2755) loss_cl: -0.2780 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [17:27:34.905600] Epoch: [358] [1860/2904] eta: 0:13:09 lr: 0.001501 loss: 0.1783 (0.1883) loss_rec_all: 0.2045 (0.2143) loss_rec_sfr: 0.2540 (0.2754) loss_cl: -0.2790 (-0.2789) time: 0.7467 data: 0.0002 max mem: 29860 [17:27:49.828262] Epoch: [358] [1880/2904] eta: 0:12:54 lr: 0.001501 loss: 0.1768 (0.1883) loss_rec_all: 0.2034 (0.2143) loss_rec_sfr: 0.2602 (0.2755) loss_cl: -0.2792 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [17:28:04.752683] Epoch: [358] [1900/2904] eta: 0:12:39 lr: 0.001501 loss: 0.1796 (0.1885) loss_rec_all: 0.2058 (0.2144) loss_rec_sfr: 0.2632 (0.2759) loss_cl: -0.2788 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [17:28:19.673074] Epoch: [358] [1920/2904] eta: 0:12:24 lr: 0.001501 loss: 0.1794 (0.1884) loss_rec_all: 0.2053 (0.2144) loss_rec_sfr: 0.2663 (0.2759) loss_cl: -0.2781 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [17:28:34.592960] Epoch: [358] [1940/2904] eta: 0:12:08 lr: 0.001501 loss: 0.1795 (0.1885) loss_rec_all: 0.2059 (0.2144) loss_rec_sfr: 0.2534 (0.2760) loss_cl: -0.2783 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [17:28:49.510862] Epoch: [358] [1960/2904] eta: 0:11:53 lr: 0.001501 loss: 0.1826 (0.1885) loss_rec_all: 0.2086 (0.2144) loss_rec_sfr: 0.2606 (0.2760) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [17:29:04.434084] Epoch: [358] [1980/2904] eta: 0:11:38 lr: 0.001501 loss: 0.1792 (0.1885) loss_rec_all: 0.2055 (0.2144) loss_rec_sfr: 0.2575 (0.2760) loss_cl: -0.2787 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [17:29:19.363489] Epoch: [358] [2000/2904] eta: 0:11:23 lr: 0.001501 loss: 0.1791 (0.1885) loss_rec_all: 0.2052 (0.2144) loss_rec_sfr: 0.2221 (0.2759) loss_cl: -0.2785 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [17:29:34.284968] Epoch: [358] [2020/2904] eta: 0:11:07 lr: 0.001501 loss: 0.1846 (0.1886) loss_rec_all: 0.2106 (0.2145) loss_rec_sfr: 0.2613 (0.2761) loss_cl: -0.2791 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [17:29:49.209707] Epoch: [358] [2040/2904] eta: 0:10:52 lr: 0.001501 loss: 0.1827 (0.1886) loss_rec_all: 0.2088 (0.2145) loss_rec_sfr: 0.2529 (0.2762) loss_cl: -0.2793 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [17:30:04.125304] Epoch: [358] [2060/2904] eta: 0:10:37 lr: 0.001501 loss: 0.1778 (0.1885) loss_rec_all: 0.2040 (0.2145) loss_rec_sfr: 0.2467 (0.2760) loss_cl: -0.2800 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [17:30:19.043777] Epoch: [358] [2080/2904] eta: 0:10:22 lr: 0.001501 loss: 0.1775 (0.1886) loss_rec_all: 0.2036 (0.2146) loss_rec_sfr: 0.2549 (0.2761) loss_cl: -0.2787 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [17:30:33.964172] Epoch: [358] [2100/2904] eta: 0:10:07 lr: 0.001501 loss: 0.1789 (0.1886) loss_rec_all: 0.2048 (0.2145) loss_rec_sfr: 0.2469 (0.2759) loss_cl: -0.2781 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [17:30:48.892972] Epoch: [358] [2120/2904] eta: 0:09:52 lr: 0.001501 loss: 0.1751 (0.1886) loss_rec_all: 0.2013 (0.2145) loss_rec_sfr: 0.2266 (0.2758) loss_cl: -0.2784 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [17:31:03.815746] Epoch: [358] [2140/2904] eta: 0:09:36 lr: 0.001501 loss: 0.1745 (0.1886) loss_rec_all: 0.2003 (0.2145) loss_rec_sfr: 0.2646 (0.2759) loss_cl: -0.2793 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [17:31:18.746056] Epoch: [358] [2160/2904] eta: 0:09:21 lr: 0.001501 loss: 0.1788 (0.1886) loss_rec_all: 0.2048 (0.2145) loss_rec_sfr: 0.2625 (0.2758) loss_cl: -0.2785 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [17:31:33.671240] Epoch: [358] [2180/2904] eta: 0:09:06 lr: 0.001501 loss: 0.1808 (0.1885) loss_rec_all: 0.2068 (0.2145) loss_rec_sfr: 0.2335 (0.2756) loss_cl: -0.2783 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [17:31:48.593588] Epoch: [358] [2200/2904] eta: 0:08:51 lr: 0.001501 loss: 0.1773 (0.1885) loss_rec_all: 0.2033 (0.2145) loss_rec_sfr: 0.2588 (0.2757) loss_cl: -0.2798 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [17:32:03.512660] Epoch: [358] [2220/2904] eta: 0:08:36 lr: 0.001501 loss: 0.1742 (0.1885) loss_rec_all: 0.2005 (0.2144) loss_rec_sfr: 0.2458 (0.2755) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [17:32:18.430353] Epoch: [358] [2240/2904] eta: 0:08:21 lr: 0.001500 loss: 0.1798 (0.1885) loss_rec_all: 0.2063 (0.2144) loss_rec_sfr: 0.2586 (0.2755) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [17:32:33.350225] Epoch: [358] [2260/2904] eta: 0:08:05 lr: 0.001500 loss: 0.1784 (0.1886) loss_rec_all: 0.2043 (0.2145) loss_rec_sfr: 0.2613 (0.2759) loss_cl: -0.2777 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [17:32:48.268519] Epoch: [358] [2280/2904] eta: 0:07:50 lr: 0.001500 loss: 0.1789 (0.1886) loss_rec_all: 0.2050 (0.2145) loss_rec_sfr: 0.2551 (0.2759) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [17:33:03.190770] Epoch: [358] [2300/2904] eta: 0:07:35 lr: 0.001500 loss: 0.1804 (0.1886) loss_rec_all: 0.2067 (0.2146) loss_rec_sfr: 0.2625 (0.2760) loss_cl: -0.2788 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [17:33:18.113478] Epoch: [358] [2320/2904] eta: 0:07:20 lr: 0.001500 loss: 0.1757 (0.1886) loss_rec_all: 0.2023 (0.2145) loss_rec_sfr: 0.2553 (0.2759) loss_cl: -0.2787 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [17:33:33.030073] Epoch: [358] [2340/2904] eta: 0:07:05 lr: 0.001500 loss: 0.1775 (0.1886) loss_rec_all: 0.2034 (0.2145) loss_rec_sfr: 0.2605 (0.2758) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [17:33:47.952748] Epoch: [358] [2360/2904] eta: 0:06:50 lr: 0.001500 loss: 0.1831 (0.1886) loss_rec_all: 0.2090 (0.2146) loss_rec_sfr: 0.2640 (0.2760) loss_cl: -0.2782 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [17:34:02.872668] Epoch: [358] [2380/2904] eta: 0:06:35 lr: 0.001500 loss: 0.1802 (0.1886) loss_rec_all: 0.2064 (0.2146) loss_rec_sfr: 0.2587 (0.2760) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [17:34:17.794168] Epoch: [358] [2400/2904] eta: 0:06:20 lr: 0.001500 loss: 0.1776 (0.1886) loss_rec_all: 0.2041 (0.2146) loss_rec_sfr: 0.2594 (0.2760) loss_cl: -0.2792 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [17:34:32.721310] Epoch: [358] [2420/2904] eta: 0:06:04 lr: 0.001500 loss: 0.1801 (0.1886) loss_rec_all: 0.2062 (0.2146) loss_rec_sfr: 0.2631 (0.2759) loss_cl: -0.2798 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [17:34:47.646054] Epoch: [358] [2440/2904] eta: 0:05:49 lr: 0.001500 loss: 0.1778 (0.1887) loss_rec_all: 0.2041 (0.2146) loss_rec_sfr: 0.2258 (0.2760) loss_cl: -0.2800 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [17:35:02.569258] Epoch: [358] [2460/2904] eta: 0:05:34 lr: 0.001500 loss: 0.1812 (0.1887) loss_rec_all: 0.2076 (0.2146) loss_rec_sfr: 0.2570 (0.2761) loss_cl: -0.2792 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [17:35:17.496609] Epoch: [358] [2480/2904] eta: 0:05:19 lr: 0.001500 loss: 0.1795 (0.1887) loss_rec_all: 0.2056 (0.2146) loss_rec_sfr: 0.2591 (0.2761) loss_cl: -0.2782 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [17:35:32.422839] Epoch: [358] [2500/2904] eta: 0:05:04 lr: 0.001500 loss: 0.1769 (0.1887) loss_rec_all: 0.2030 (0.2146) loss_rec_sfr: 0.2555 (0.2761) loss_cl: -0.2786 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [17:35:47.343062] Epoch: [358] [2520/2904] eta: 0:04:49 lr: 0.001500 loss: 0.1775 (0.1887) loss_rec_all: 0.2040 (0.2146) loss_rec_sfr: 0.2289 (0.2760) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [17:36:02.260712] Epoch: [358] [2540/2904] eta: 0:04:34 lr: 0.001500 loss: 0.1755 (0.1886) loss_rec_all: 0.2019 (0.2146) loss_rec_sfr: 0.2639 (0.2759) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [17:36:17.180979] Epoch: [358] [2560/2904] eta: 0:04:19 lr: 0.001500 loss: 0.1808 (0.1886) loss_rec_all: 0.2073 (0.2146) loss_rec_sfr: 0.2471 (0.2758) loss_cl: -0.2796 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [17:36:32.108937] Epoch: [358] [2580/2904] eta: 0:04:04 lr: 0.001500 loss: 0.1765 (0.1886) loss_rec_all: 0.2032 (0.2145) loss_rec_sfr: 0.2190 (0.2756) loss_cl: -0.2789 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [17:36:47.031808] Epoch: [358] [2600/2904] eta: 0:03:49 lr: 0.001500 loss: 0.1794 (0.1886) loss_rec_all: 0.2059 (0.2146) loss_rec_sfr: 0.2599 (0.2757) loss_cl: -0.2794 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [17:37:01.952735] Epoch: [358] [2620/2904] eta: 0:03:33 lr: 0.001500 loss: 0.1796 (0.1887) loss_rec_all: 0.2058 (0.2146) loss_rec_sfr: 0.2643 (0.2759) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [17:37:16.876281] Epoch: [358] [2640/2904] eta: 0:03:18 lr: 0.001500 loss: 0.1792 (0.1886) loss_rec_all: 0.2054 (0.2145) loss_rec_sfr: 0.2518 (0.2757) loss_cl: -0.2796 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [17:37:31.795168] Epoch: [358] [2660/2904] eta: 0:03:03 lr: 0.001500 loss: 0.1760 (0.1886) loss_rec_all: 0.2024 (0.2145) loss_rec_sfr: 0.2600 (0.2758) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [17:37:46.719695] Epoch: [358] [2680/2904] eta: 0:02:48 lr: 0.001500 loss: 0.1764 (0.1886) loss_rec_all: 0.2024 (0.2145) loss_rec_sfr: 0.2547 (0.2758) loss_cl: -0.2783 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [17:38:01.641473] Epoch: [358] [2700/2904] eta: 0:02:33 lr: 0.001500 loss: 0.1776 (0.1886) loss_rec_all: 0.2036 (0.2145) loss_rec_sfr: 0.2573 (0.2758) loss_cl: -0.2778 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [17:38:16.562828] Epoch: [358] [2720/2904] eta: 0:02:18 lr: 0.001500 loss: 0.1805 (0.1886) loss_rec_all: 0.2071 (0.2145) loss_rec_sfr: 0.2320 (0.2756) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [17:38:31.488268] Epoch: [358] [2740/2904] eta: 0:02:03 lr: 0.001500 loss: 0.1777 (0.1885) loss_rec_all: 0.2039 (0.2145) loss_rec_sfr: 0.2521 (0.2755) loss_cl: -0.2802 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [17:38:46.407827] Epoch: [358] [2760/2904] eta: 0:01:48 lr: 0.001500 loss: 0.1770 (0.1885) loss_rec_all: 0.2032 (0.2144) loss_rec_sfr: 0.2523 (0.2754) loss_cl: -0.2805 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [17:39:01.331695] Epoch: [358] [2780/2904] eta: 0:01:33 lr: 0.001500 loss: 0.1750 (0.1885) loss_rec_all: 0.2011 (0.2144) loss_rec_sfr: 0.2287 (0.2753) loss_cl: -0.2788 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [17:39:16.260707] Epoch: [358] [2800/2904] eta: 0:01:18 lr: 0.001500 loss: 0.1819 (0.1885) loss_rec_all: 0.2084 (0.2145) loss_rec_sfr: 0.2596 (0.2754) loss_cl: -0.2775 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [17:39:31.333819] Epoch: [358] [2820/2904] eta: 0:01:03 lr: 0.001500 loss: 0.1741 (0.1885) loss_rec_all: 0.2003 (0.2144) loss_rec_sfr: 0.2448 (0.2753) loss_cl: -0.2791 (-0.2788) time: 0.7536 data: 0.0002 max mem: 29860 [17:39:46.282460] Epoch: [358] [2840/2904] eta: 0:00:48 lr: 0.001499 loss: 0.1760 (0.1885) loss_rec_all: 0.2027 (0.2144) loss_rec_sfr: 0.2586 (0.2753) loss_cl: -0.2793 (-0.2788) time: 0.7474 data: 0.0023 max mem: 29860 [17:40:01.188341] Epoch: [358] [2860/2904] eta: 0:00:33 lr: 0.001499 loss: 0.1763 (0.1884) loss_rec_all: 0.2025 (0.2144) loss_rec_sfr: 0.2610 (0.2752) loss_cl: -0.2798 (-0.2788) time: 0.7452 data: 0.0001 max mem: 29860 [17:40:16.089276] Epoch: [358] [2880/2904] eta: 0:00:18 lr: 0.001499 loss: 0.1798 (0.1885) loss_rec_all: 0.2058 (0.2144) loss_rec_sfr: 0.2503 (0.2753) loss_cl: -0.2789 (-0.2788) time: 0.7450 data: 0.0001 max mem: 29860 [17:40:30.990238] Epoch: [358] [2900/2904] eta: 0:00:03 lr: 0.001499 loss: 0.1781 (0.1884) loss_rec_all: 0.2040 (0.2144) loss_rec_sfr: 0.2574 (0.2751) loss_cl: -0.2781 (-0.2788) time: 0.7450 data: 0.0001 max mem: 29860 [17:40:33.232359] Epoch: [358] [2903/2904] eta: 0:00:00 lr: 0.001499 loss: 0.1775 (0.1884) loss_rec_all: 0.2040 (0.2144) loss_rec_sfr: 0.2462 (0.2751) loss_cl: -0.2781 (-0.2788) time: 0.7449 data: 0.0001 max mem: 29860 [17:40:35.328664] Epoch: [358] Total time: 0:36:28 (0.7535 s / it) [17:40:35.336060] Averaged stats: lr: 0.001499 loss: 0.1775 (0.1909) loss_rec_all: 0.2040 (0.2145) loss_rec_sfr: 0.2462 (0.2753) loss_cl: -0.2781 (-0.2556) [17:40:35.340773] log_dir: ./checkpoint/VF2_ViT-B [17:40:52.121276] Epoch: [359] [ 0/2904] eta: 13:32:07 lr: 0.001499 loss: 0.1650 (0.1650) loss_rec_all: 0.1918 (0.1918) loss_rec_sfr: 0.1788 (0.1788) loss_cl: -0.2807 (-0.2807) time: 16.7794 data: 14.8334 max mem: 29860 [17:41:07.762625] Epoch: [359] [ 20/2904] eta: 1:14:12 lr: 0.001499 loss: 0.1774 (0.1831) loss_rec_all: 0.2038 (0.2093) loss_rec_sfr: 0.2233 (0.2434) loss_cl: -0.2799 (-0.2800) time: 0.7820 data: 0.0002 max mem: 29860 [17:41:22.660004] Epoch: [359] [ 40/2904] eta: 0:55:05 lr: 0.001499 loss: 0.1784 (0.1829) loss_rec_all: 0.2046 (0.2091) loss_rec_sfr: 0.2483 (0.2488) loss_cl: -0.2807 (-0.2800) time: 0.7448 data: 0.0002 max mem: 29860 [17:41:37.556114] Epoch: [359] [ 60/2904] eta: 0:48:20 lr: 0.001499 loss: 0.1753 (0.1810) loss_rec_all: 0.2017 (0.2073) loss_rec_sfr: 0.2505 (0.2449) loss_cl: -0.2815 (-0.2803) time: 0.7448 data: 0.0002 max mem: 29860 [17:41:52.467160] Epoch: [359] [ 80/2904] eta: 0:44:48 lr: 0.001499 loss: 0.1768 (0.1816) loss_rec_all: 0.2037 (0.2078) loss_rec_sfr: 0.2624 (0.2521) loss_cl: -0.2813 (-0.2801) time: 0.7455 data: 0.0002 max mem: 29860 [17:42:07.405692] Epoch: [359] [ 100/2904] eta: 0:42:35 lr: 0.001499 loss: 0.1759 (0.1841) loss_rec_all: 0.2021 (0.2102) loss_rec_sfr: 0.2529 (0.2604) loss_cl: -0.2789 (-0.2792) time: 0.7469 data: 0.0002 max mem: 29860 [17:42:22.331624] Epoch: [359] [ 120/2904] eta: 0:41:01 lr: 0.001499 loss: 0.1790 (0.1857) loss_rec_all: 0.2050 (0.2117) loss_rec_sfr: 0.2579 (0.2679) loss_cl: -0.2785 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [17:42:37.282158] Epoch: [359] [ 140/2904] eta: 0:39:50 lr: 0.001499 loss: 0.1762 (0.1850) loss_rec_all: 0.2025 (0.2110) loss_rec_sfr: 0.2571 (0.2653) loss_cl: -0.2794 (-0.2789) time: 0.7475 data: 0.0002 max mem: 29860 [17:42:52.234080] Epoch: [359] [ 160/2904] eta: 0:38:52 lr: 0.001499 loss: 0.1818 (0.1858) loss_rec_all: 0.2079 (0.2118) loss_rec_sfr: 0.2555 (0.2677) loss_cl: -0.2795 (-0.2789) time: 0.7476 data: 0.0002 max mem: 29860 [17:43:07.176726] Epoch: [359] [ 180/2904] eta: 0:38:04 lr: 0.001499 loss: 0.1764 (0.1854) loss_rec_all: 0.2025 (0.2114) loss_rec_sfr: 0.2519 (0.2668) loss_cl: -0.2802 (-0.2790) time: 0.7471 data: 0.0002 max mem: 29860 [17:43:22.163998] Epoch: [359] [ 200/2904] eta: 0:37:24 lr: 0.001499 loss: 0.1816 (0.1871) loss_rec_all: 0.2080 (0.2131) loss_rec_sfr: 0.2613 (0.2721) loss_cl: -0.2788 (-0.2790) time: 0.7493 data: 0.0002 max mem: 29860 [17:43:37.117021] Epoch: [359] [ 220/2904] eta: 0:36:47 lr: 0.001499 loss: 0.1761 (0.1873) loss_rec_all: 0.2020 (0.2132) loss_rec_sfr: 0.2612 (0.2739) loss_cl: -0.2783 (-0.2789) time: 0.7476 data: 0.0002 max mem: 29860 [17:43:52.068939] Epoch: [359] [ 240/2904] eta: 0:36:14 lr: 0.001499 loss: 0.1763 (0.1872) loss_rec_all: 0.2022 (0.2132) loss_rec_sfr: 0.2527 (0.2738) loss_cl: -0.2786 (-0.2789) time: 0.7476 data: 0.0002 max mem: 29860 [17:44:07.021214] Epoch: [359] [ 260/2904] eta: 0:35:44 lr: 0.001499 loss: 0.1765 (0.1877) loss_rec_all: 0.2033 (0.2137) loss_rec_sfr: 0.2367 (0.2744) loss_cl: -0.2790 (-0.2789) time: 0.7476 data: 0.0002 max mem: 29860 [17:44:21.963790] Epoch: [359] [ 280/2904] eta: 0:35:16 lr: 0.001499 loss: 0.1789 (0.1873) loss_rec_all: 0.2052 (0.2133) loss_rec_sfr: 0.2485 (0.2726) loss_cl: -0.2796 (-0.2789) time: 0.7471 data: 0.0002 max mem: 29860 [17:44:36.902305] Epoch: [359] [ 300/2904] eta: 0:34:49 lr: 0.001499 loss: 0.1764 (0.1869) loss_rec_all: 0.2026 (0.2129) loss_rec_sfr: 0.2440 (0.2716) loss_cl: -0.2793 (-0.2790) time: 0.7469 data: 0.0002 max mem: 29860 [17:44:51.813502] Epoch: [359] [ 320/2904] eta: 0:34:24 lr: 0.001499 loss: 0.1794 (0.1872) loss_rec_all: 0.2053 (0.2132) loss_rec_sfr: 0.2520 (0.2725) loss_cl: -0.2789 (-0.2790) time: 0.7455 data: 0.0002 max mem: 29860 [17:45:06.723593] Epoch: [359] [ 340/2904] eta: 0:34:00 lr: 0.001499 loss: 0.1794 (0.1877) loss_rec_all: 0.2056 (0.2137) loss_rec_sfr: 0.2620 (0.2744) loss_cl: -0.2786 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [17:45:21.634482] Epoch: [359] [ 360/2904] eta: 0:33:37 lr: 0.001499 loss: 0.1791 (0.1884) loss_rec_all: 0.2051 (0.2144) loss_rec_sfr: 0.2643 (0.2767) loss_cl: -0.2788 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [17:45:36.551319] Epoch: [359] [ 380/2904] eta: 0:33:15 lr: 0.001499 loss: 0.1763 (0.1886) loss_rec_all: 0.2027 (0.2146) loss_rec_sfr: 0.2586 (0.2768) loss_cl: -0.2792 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [17:45:51.469477] Epoch: [359] [ 400/2904] eta: 0:32:53 lr: 0.001499 loss: 0.1751 (0.1881) loss_rec_all: 0.2014 (0.2141) loss_rec_sfr: 0.2547 (0.2758) loss_cl: -0.2791 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [17:46:06.385500] Epoch: [359] [ 420/2904] eta: 0:32:33 lr: 0.001499 loss: 0.1761 (0.1882) loss_rec_all: 0.2025 (0.2141) loss_rec_sfr: 0.2495 (0.2759) loss_cl: -0.2789 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [17:46:21.305288] Epoch: [359] [ 440/2904] eta: 0:32:12 lr: 0.001499 loss: 0.1742 (0.1880) loss_rec_all: 0.2004 (0.2140) loss_rec_sfr: 0.2545 (0.2754) loss_cl: -0.2791 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [17:46:36.222512] Epoch: [359] [ 460/2904] eta: 0:31:53 lr: 0.001499 loss: 0.1750 (0.1878) loss_rec_all: 0.2014 (0.2138) loss_rec_sfr: 0.2191 (0.2747) loss_cl: -0.2784 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [17:46:51.133563] Epoch: [359] [ 480/2904] eta: 0:31:33 lr: 0.001499 loss: 0.1768 (0.1875) loss_rec_all: 0.2029 (0.2135) loss_rec_sfr: 0.2574 (0.2737) loss_cl: -0.2790 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [17:47:06.046637] Epoch: [359] [ 500/2904] eta: 0:31:14 lr: 0.001499 loss: 0.1809 (0.1877) loss_rec_all: 0.2070 (0.2137) loss_rec_sfr: 0.2591 (0.2745) loss_cl: -0.2790 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [17:47:20.959068] Epoch: [359] [ 520/2904] eta: 0:30:55 lr: 0.001499 loss: 0.1752 (0.1876) loss_rec_all: 0.2017 (0.2135) loss_rec_sfr: 0.2387 (0.2735) loss_cl: -0.2796 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [17:47:35.882949] Epoch: [359] [ 540/2904] eta: 0:30:37 lr: 0.001498 loss: 0.1763 (0.1874) loss_rec_all: 0.2023 (0.2134) loss_rec_sfr: 0.2582 (0.2732) loss_cl: -0.2785 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [17:47:50.795753] Epoch: [359] [ 560/2904] eta: 0:30:19 lr: 0.001498 loss: 0.1742 (0.1870) loss_rec_all: 0.2006 (0.2130) loss_rec_sfr: 0.2604 (0.2725) loss_cl: -0.2792 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [17:48:05.709863] Epoch: [359] [ 580/2904] eta: 0:30:01 lr: 0.001498 loss: 0.1812 (0.1872) loss_rec_all: 0.2073 (0.2132) loss_rec_sfr: 0.2643 (0.2731) loss_cl: -0.2786 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [17:48:20.626417] Epoch: [359] [ 600/2904] eta: 0:29:43 lr: 0.001498 loss: 0.1748 (0.1874) loss_rec_all: 0.2008 (0.2134) loss_rec_sfr: 0.2563 (0.2737) loss_cl: -0.2796 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [17:48:35.540011] Epoch: [359] [ 620/2904] eta: 0:29:26 lr: 0.001498 loss: 0.1750 (0.1874) loss_rec_all: 0.2017 (0.2133) loss_rec_sfr: 0.2546 (0.2733) loss_cl: -0.2798 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [17:48:50.458378] Epoch: [359] [ 640/2904] eta: 0:29:08 lr: 0.001498 loss: 0.1784 (0.1874) loss_rec_all: 0.2047 (0.2134) loss_rec_sfr: 0.2589 (0.2733) loss_cl: -0.2791 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [17:49:05.365570] Epoch: [359] [ 660/2904] eta: 0:28:51 lr: 0.001498 loss: 0.1762 (0.1871) loss_rec_all: 0.2030 (0.2131) loss_rec_sfr: 0.2166 (0.2722) loss_cl: -0.2798 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [17:49:20.286313] Epoch: [359] [ 680/2904] eta: 0:28:34 lr: 0.001498 loss: 0.1798 (0.1873) loss_rec_all: 0.2060 (0.2132) loss_rec_sfr: 0.2632 (0.2726) loss_cl: -0.2788 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [17:49:35.199207] Epoch: [359] [ 700/2904] eta: 0:28:17 lr: 0.001498 loss: 0.1777 (0.1871) loss_rec_all: 0.2039 (0.2131) loss_rec_sfr: 0.2635 (0.2726) loss_cl: -0.2781 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [17:49:50.111692] Epoch: [359] [ 720/2904] eta: 0:28:00 lr: 0.001498 loss: 0.1755 (0.1871) loss_rec_all: 0.2014 (0.2131) loss_rec_sfr: 0.2595 (0.2727) loss_cl: -0.2790 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [17:50:05.028236] Epoch: [359] [ 740/2904] eta: 0:27:43 lr: 0.001498 loss: 0.1872 (0.1875) loss_rec_all: 0.2133 (0.2134) loss_rec_sfr: 0.2659 (0.2737) loss_cl: -0.2778 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [17:50:19.943010] Epoch: [359] [ 760/2904] eta: 0:27:26 lr: 0.001498 loss: 0.1856 (0.1878) loss_rec_all: 0.2118 (0.2137) loss_rec_sfr: 0.2609 (0.2749) loss_cl: -0.2783 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [17:50:34.854936] Epoch: [359] [ 780/2904] eta: 0:27:10 lr: 0.001498 loss: 0.1802 (0.1878) loss_rec_all: 0.2066 (0.2137) loss_rec_sfr: 0.2608 (0.2747) loss_cl: -0.2793 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [17:50:49.764139] Epoch: [359] [ 800/2904] eta: 0:26:53 lr: 0.001498 loss: 0.1743 (0.1877) loss_rec_all: 0.2010 (0.2137) loss_rec_sfr: 0.2533 (0.2744) loss_cl: -0.2793 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [17:51:04.687001] Epoch: [359] [ 820/2904] eta: 0:26:37 lr: 0.001498 loss: 0.1761 (0.1877) loss_rec_all: 0.2027 (0.2137) loss_rec_sfr: 0.2531 (0.2743) loss_cl: -0.2788 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [17:51:19.608490] Epoch: [359] [ 840/2904] eta: 0:26:21 lr: 0.001498 loss: 0.1794 (0.1878) loss_rec_all: 0.2056 (0.2137) loss_rec_sfr: 0.2622 (0.2745) loss_cl: -0.2787 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [17:51:34.528469] Epoch: [359] [ 860/2904] eta: 0:26:04 lr: 0.001498 loss: 0.1776 (0.1878) loss_rec_all: 0.2037 (0.2138) loss_rec_sfr: 0.2607 (0.2745) loss_cl: -0.2785 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [17:51:49.448620] Epoch: [359] [ 880/2904] eta: 0:25:48 lr: 0.001498 loss: 0.1814 (0.1880) loss_rec_all: 0.2074 (0.2140) loss_rec_sfr: 0.2555 (0.2750) loss_cl: -0.2780 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [17:52:04.372596] Epoch: [359] [ 900/2904] eta: 0:25:32 lr: 0.001498 loss: 0.1785 (0.1880) loss_rec_all: 0.2046 (0.2139) loss_rec_sfr: 0.2520 (0.2749) loss_cl: -0.2788 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [17:52:19.293181] Epoch: [359] [ 920/2904] eta: 0:25:16 lr: 0.001498 loss: 0.1794 (0.1879) loss_rec_all: 0.2055 (0.2139) loss_rec_sfr: 0.2589 (0.2747) loss_cl: -0.2792 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [17:52:34.214634] Epoch: [359] [ 940/2904] eta: 0:25:00 lr: 0.001498 loss: 0.1817 (0.1880) loss_rec_all: 0.2078 (0.2139) loss_rec_sfr: 0.2587 (0.2747) loss_cl: -0.2795 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [17:52:49.136717] Epoch: [359] [ 960/2904] eta: 0:24:44 lr: 0.001498 loss: 0.1759 (0.1879) loss_rec_all: 0.2018 (0.2139) loss_rec_sfr: 0.2267 (0.2747) loss_cl: -0.2784 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [17:53:04.057257] Epoch: [359] [ 980/2904] eta: 0:24:28 lr: 0.001498 loss: 0.1790 (0.1879) loss_rec_all: 0.2054 (0.2139) loss_rec_sfr: 0.2594 (0.2747) loss_cl: -0.2779 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [17:53:18.977280] Epoch: [359] [1000/2904] eta: 0:24:12 lr: 0.001498 loss: 0.1759 (0.1879) loss_rec_all: 0.2021 (0.2139) loss_rec_sfr: 0.2610 (0.2747) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [17:53:33.896199] Epoch: [359] [1020/2904] eta: 0:23:56 lr: 0.001498 loss: 0.1787 (0.1880) loss_rec_all: 0.2048 (0.2140) loss_rec_sfr: 0.2610 (0.2752) loss_cl: -0.2794 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [17:53:48.795120] Epoch: [359] [1040/2904] eta: 0:23:40 lr: 0.001498 loss: 0.1781 (0.1879) loss_rec_all: 0.2047 (0.2138) loss_rec_sfr: 0.2519 (0.2746) loss_cl: -0.2797 (-0.2788) time: 0.7449 data: 0.0002 max mem: 29860 [17:54:03.708325] Epoch: [359] [1060/2904] eta: 0:23:24 lr: 0.001498 loss: 0.1782 (0.1880) loss_rec_all: 0.2043 (0.2139) loss_rec_sfr: 0.2595 (0.2748) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [17:54:18.625036] Epoch: [359] [1080/2904] eta: 0:23:09 lr: 0.001498 loss: 0.1775 (0.1879) loss_rec_all: 0.2038 (0.2139) loss_rec_sfr: 0.2702 (0.2749) loss_cl: -0.2793 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [17:54:33.542219] Epoch: [359] [1100/2904] eta: 0:22:53 lr: 0.001498 loss: 0.1746 (0.1878) loss_rec_all: 0.2010 (0.2138) loss_rec_sfr: 0.2490 (0.2744) loss_cl: -0.2789 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [17:54:48.451314] Epoch: [359] [1120/2904] eta: 0:22:37 lr: 0.001498 loss: 0.1833 (0.1881) loss_rec_all: 0.2094 (0.2141) loss_rec_sfr: 0.2715 (0.2755) loss_cl: -0.2792 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [17:55:03.357334] Epoch: [359] [1140/2904] eta: 0:22:21 lr: 0.001498 loss: 0.1768 (0.1883) loss_rec_all: 0.2035 (0.2142) loss_rec_sfr: 0.2478 (0.2759) loss_cl: -0.2795 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [17:55:18.271023] Epoch: [359] [1160/2904] eta: 0:22:06 lr: 0.001497 loss: 0.1770 (0.1882) loss_rec_all: 0.2031 (0.2142) loss_rec_sfr: 0.2478 (0.2756) loss_cl: -0.2783 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [17:55:33.191649] Epoch: [359] [1180/2904] eta: 0:21:50 lr: 0.001497 loss: 0.1794 (0.1883) loss_rec_all: 0.2055 (0.2143) loss_rec_sfr: 0.2605 (0.2759) loss_cl: -0.2787 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [17:55:48.114062] Epoch: [359] [1200/2904] eta: 0:21:34 lr: 0.001497 loss: 0.1775 (0.1883) loss_rec_all: 0.2037 (0.2143) loss_rec_sfr: 0.2588 (0.2758) loss_cl: -0.2796 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [17:56:03.030204] Epoch: [359] [1220/2904] eta: 0:21:19 lr: 0.001497 loss: 0.1763 (0.1883) loss_rec_all: 0.2029 (0.2143) loss_rec_sfr: 0.2498 (0.2758) loss_cl: -0.2794 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [17:56:17.947489] Epoch: [359] [1240/2904] eta: 0:21:03 lr: 0.001497 loss: 0.1752 (0.1882) loss_rec_all: 0.2011 (0.2142) loss_rec_sfr: 0.2474 (0.2755) loss_cl: -0.2783 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [17:56:32.862032] Epoch: [359] [1260/2904] eta: 0:20:48 lr: 0.001497 loss: 0.1792 (0.1882) loss_rec_all: 0.2051 (0.2141) loss_rec_sfr: 0.2608 (0.2753) loss_cl: -0.2784 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [17:56:47.773498] Epoch: [359] [1280/2904] eta: 0:20:32 lr: 0.001497 loss: 0.1785 (0.1883) loss_rec_all: 0.2043 (0.2142) loss_rec_sfr: 0.2623 (0.2755) loss_cl: -0.2777 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [17:57:02.688047] Epoch: [359] [1300/2904] eta: 0:20:17 lr: 0.001497 loss: 0.1790 (0.1883) loss_rec_all: 0.2050 (0.2143) loss_rec_sfr: 0.2568 (0.2759) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [17:57:17.600024] Epoch: [359] [1320/2904] eta: 0:20:01 lr: 0.001497 loss: 0.1796 (0.1883) loss_rec_all: 0.2058 (0.2142) loss_rec_sfr: 0.2547 (0.2756) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [17:57:32.515205] Epoch: [359] [1340/2904] eta: 0:19:46 lr: 0.001497 loss: 0.1782 (0.1883) loss_rec_all: 0.2043 (0.2142) loss_rec_sfr: 0.2541 (0.2756) loss_cl: -0.2793 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [17:57:47.425900] Epoch: [359] [1360/2904] eta: 0:19:30 lr: 0.001497 loss: 0.1799 (0.1883) loss_rec_all: 0.2062 (0.2142) loss_rec_sfr: 0.2558 (0.2753) loss_cl: -0.2792 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [17:58:02.342210] Epoch: [359] [1380/2904] eta: 0:19:15 lr: 0.001497 loss: 0.1759 (0.1882) loss_rec_all: 0.2022 (0.2142) loss_rec_sfr: 0.2580 (0.2753) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [17:58:17.255367] Epoch: [359] [1400/2904] eta: 0:18:59 lr: 0.001497 loss: 0.1849 (0.1884) loss_rec_all: 0.2109 (0.2144) loss_rec_sfr: 0.2626 (0.2758) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [17:58:32.169885] Epoch: [359] [1420/2904] eta: 0:18:44 lr: 0.001497 loss: 0.1765 (0.1883) loss_rec_all: 0.2025 (0.2143) loss_rec_sfr: 0.2537 (0.2756) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [17:58:47.084557] Epoch: [359] [1440/2904] eta: 0:18:29 lr: 0.001497 loss: 0.1765 (0.1884) loss_rec_all: 0.2026 (0.2143) loss_rec_sfr: 0.2614 (0.2756) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [17:59:02.004537] Epoch: [359] [1460/2904] eta: 0:18:13 lr: 0.001497 loss: 0.1798 (0.1884) loss_rec_all: 0.2064 (0.2143) loss_rec_sfr: 0.2511 (0.2756) loss_cl: -0.2801 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [17:59:16.918017] Epoch: [359] [1480/2904] eta: 0:17:58 lr: 0.001497 loss: 0.1760 (0.1883) loss_rec_all: 0.2021 (0.2142) loss_rec_sfr: 0.2605 (0.2753) loss_cl: -0.2802 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [17:59:31.828497] Epoch: [359] [1500/2904] eta: 0:17:42 lr: 0.001497 loss: 0.1777 (0.1881) loss_rec_all: 0.2042 (0.2141) loss_rec_sfr: 0.2459 (0.2748) loss_cl: -0.2785 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [17:59:46.742342] Epoch: [359] [1520/2904] eta: 0:17:27 lr: 0.001497 loss: 0.1788 (0.1881) loss_rec_all: 0.2046 (0.2141) loss_rec_sfr: 0.2558 (0.2746) loss_cl: -0.2777 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [18:00:01.649697] Epoch: [359] [1540/2904] eta: 0:17:12 lr: 0.001497 loss: 0.1759 (0.1881) loss_rec_all: 0.2020 (0.2140) loss_rec_sfr: 0.2524 (0.2744) loss_cl: -0.2787 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [18:00:16.567497] Epoch: [359] [1560/2904] eta: 0:16:56 lr: 0.001497 loss: 0.1786 (0.1880) loss_rec_all: 0.2051 (0.2139) loss_rec_sfr: 0.2507 (0.2741) loss_cl: -0.2794 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [18:00:31.486398] Epoch: [359] [1580/2904] eta: 0:16:41 lr: 0.001497 loss: 0.1780 (0.1879) loss_rec_all: 0.2043 (0.2138) loss_rec_sfr: 0.2540 (0.2738) loss_cl: -0.2799 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [18:00:46.405624] Epoch: [359] [1600/2904] eta: 0:16:26 lr: 0.001497 loss: 0.1772 (0.1879) loss_rec_all: 0.2033 (0.2138) loss_rec_sfr: 0.2588 (0.2738) loss_cl: -0.2783 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [18:01:01.323363] Epoch: [359] [1620/2904] eta: 0:16:11 lr: 0.001497 loss: 0.1800 (0.1880) loss_rec_all: 0.2062 (0.2139) loss_rec_sfr: 0.2540 (0.2741) loss_cl: -0.2788 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [18:01:16.233454] Epoch: [359] [1640/2904] eta: 0:15:55 lr: 0.001497 loss: 0.1767 (0.1878) loss_rec_all: 0.2029 (0.2138) loss_rec_sfr: 0.2137 (0.2735) loss_cl: -0.2795 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [18:01:31.152442] Epoch: [359] [1660/2904] eta: 0:15:40 lr: 0.001497 loss: 0.1840 (0.1879) loss_rec_all: 0.2099 (0.2138) loss_rec_sfr: 0.2611 (0.2735) loss_cl: -0.2784 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [18:01:46.072626] Epoch: [359] [1680/2904] eta: 0:15:25 lr: 0.001497 loss: 0.1821 (0.1879) loss_rec_all: 0.2080 (0.2139) loss_rec_sfr: 0.2554 (0.2736) loss_cl: -0.2791 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [18:02:00.984903] Epoch: [359] [1700/2904] eta: 0:15:09 lr: 0.001497 loss: 0.1778 (0.1878) loss_rec_all: 0.2037 (0.2138) loss_rec_sfr: 0.2519 (0.2734) loss_cl: -0.2789 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [18:02:15.891273] Epoch: [359] [1720/2904] eta: 0:14:54 lr: 0.001497 loss: 0.1770 (0.1878) loss_rec_all: 0.2032 (0.2138) loss_rec_sfr: 0.2500 (0.2733) loss_cl: -0.2791 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [18:02:30.805177] Epoch: [359] [1740/2904] eta: 0:14:39 lr: 0.001497 loss: 0.1770 (0.1878) loss_rec_all: 0.2034 (0.2138) loss_rec_sfr: 0.2539 (0.2735) loss_cl: -0.2790 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [18:02:45.718987] Epoch: [359] [1760/2904] eta: 0:14:24 lr: 0.001496 loss: 0.1753 (0.1877) loss_rec_all: 0.2019 (0.2137) loss_rec_sfr: 0.2511 (0.2732) loss_cl: -0.2794 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [18:03:00.632860] Epoch: [359] [1780/2904] eta: 0:14:08 lr: 0.001496 loss: 0.1798 (0.1878) loss_rec_all: 0.2059 (0.2137) loss_rec_sfr: 0.2589 (0.2733) loss_cl: -0.2791 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [18:03:15.556609] Epoch: [359] [1800/2904] eta: 0:13:53 lr: 0.001496 loss: 0.1757 (0.1878) loss_rec_all: 0.2018 (0.2138) loss_rec_sfr: 0.2619 (0.2735) loss_cl: -0.2789 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [18:03:30.464684] Epoch: [359] [1820/2904] eta: 0:13:38 lr: 0.001496 loss: 0.1765 (0.1878) loss_rec_all: 0.2025 (0.2138) loss_rec_sfr: 0.2210 (0.2734) loss_cl: -0.2781 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [18:03:45.377013] Epoch: [359] [1840/2904] eta: 0:13:23 lr: 0.001496 loss: 0.1810 (0.1878) loss_rec_all: 0.2071 (0.2138) loss_rec_sfr: 0.2602 (0.2734) loss_cl: -0.2788 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [18:04:00.298176] Epoch: [359] [1860/2904] eta: 0:13:08 lr: 0.001496 loss: 0.1789 (0.1879) loss_rec_all: 0.2051 (0.2138) loss_rec_sfr: 0.2617 (0.2736) loss_cl: -0.2792 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [18:04:15.217579] Epoch: [359] [1880/2904] eta: 0:12:52 lr: 0.001496 loss: 0.1764 (0.1878) loss_rec_all: 0.2024 (0.2138) loss_rec_sfr: 0.2239 (0.2732) loss_cl: -0.2793 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [18:04:30.137537] Epoch: [359] [1900/2904] eta: 0:12:37 lr: 0.001496 loss: 0.1796 (0.1878) loss_rec_all: 0.2057 (0.2138) loss_rec_sfr: 0.2559 (0.2734) loss_cl: -0.2783 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [18:04:45.054631] Epoch: [359] [1920/2904] eta: 0:12:22 lr: 0.001496 loss: 0.1810 (0.1878) loss_rec_all: 0.2073 (0.2138) loss_rec_sfr: 0.2482 (0.2731) loss_cl: -0.2788 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [18:04:59.969677] Epoch: [359] [1940/2904] eta: 0:12:07 lr: 0.001496 loss: 0.1768 (0.1878) loss_rec_all: 0.2034 (0.2138) loss_rec_sfr: 0.2511 (0.2731) loss_cl: -0.2792 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [18:05:14.889885] Epoch: [359] [1960/2904] eta: 0:11:52 lr: 0.001496 loss: 0.1784 (0.1878) loss_rec_all: 0.2049 (0.2138) loss_rec_sfr: 0.2509 (0.2730) loss_cl: -0.2797 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [18:05:29.802255] Epoch: [359] [1980/2904] eta: 0:11:37 lr: 0.001496 loss: 0.1786 (0.1878) loss_rec_all: 0.2047 (0.2137) loss_rec_sfr: 0.2551 (0.2730) loss_cl: -0.2797 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [18:05:44.715020] Epoch: [359] [2000/2904] eta: 0:11:21 lr: 0.001496 loss: 0.1797 (0.1878) loss_rec_all: 0.2062 (0.2138) loss_rec_sfr: 0.2516 (0.2730) loss_cl: -0.2797 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [18:05:59.633898] Epoch: [359] [2020/2904] eta: 0:11:06 lr: 0.001496 loss: 0.1776 (0.1877) loss_rec_all: 0.2037 (0.2137) loss_rec_sfr: 0.2504 (0.2728) loss_cl: -0.2792 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [18:06:14.551608] Epoch: [359] [2040/2904] eta: 0:10:51 lr: 0.001496 loss: 0.1768 (0.1876) loss_rec_all: 0.2028 (0.2136) loss_rec_sfr: 0.2304 (0.2725) loss_cl: -0.2785 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [18:06:29.468624] Epoch: [359] [2060/2904] eta: 0:10:36 lr: 0.001496 loss: 0.1778 (0.1877) loss_rec_all: 0.2040 (0.2136) loss_rec_sfr: 0.2661 (0.2726) loss_cl: -0.2784 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [18:06:44.388512] Epoch: [359] [2080/2904] eta: 0:10:21 lr: 0.001496 loss: 0.1789 (0.1877) loss_rec_all: 0.2053 (0.2136) loss_rec_sfr: 0.2545 (0.2726) loss_cl: -0.2799 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [18:06:59.301647] Epoch: [359] [2100/2904] eta: 0:10:06 lr: 0.001496 loss: 0.1797 (0.1876) loss_rec_all: 0.2058 (0.2136) loss_rec_sfr: 0.2620 (0.2726) loss_cl: -0.2796 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [18:07:14.212403] Epoch: [359] [2120/2904] eta: 0:09:50 lr: 0.001496 loss: 0.1771 (0.1876) loss_rec_all: 0.2029 (0.2136) loss_rec_sfr: 0.2544 (0.2724) loss_cl: -0.2796 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [18:07:29.121791] Epoch: [359] [2140/2904] eta: 0:09:35 lr: 0.001496 loss: 0.1767 (0.1875) loss_rec_all: 0.2030 (0.2135) loss_rec_sfr: 0.2218 (0.2722) loss_cl: -0.2789 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [18:07:44.031921] Epoch: [359] [2160/2904] eta: 0:09:20 lr: 0.001496 loss: 0.1755 (0.1875) loss_rec_all: 0.2015 (0.2135) loss_rec_sfr: 0.2541 (0.2721) loss_cl: -0.2794 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [18:07:58.952768] Epoch: [359] [2180/2904] eta: 0:09:05 lr: 0.001496 loss: 0.1821 (0.1877) loss_rec_all: 0.2082 (0.2136) loss_rec_sfr: 0.2582 (0.2725) loss_cl: -0.2783 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [18:08:13.874813] Epoch: [359] [2200/2904] eta: 0:08:50 lr: 0.001496 loss: 0.1820 (0.1878) loss_rec_all: 0.2080 (0.2137) loss_rec_sfr: 0.2531 (0.2728) loss_cl: -0.2772 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [18:08:28.794525] Epoch: [359] [2220/2904] eta: 0:08:35 lr: 0.001496 loss: 0.1798 (0.1877) loss_rec_all: 0.2060 (0.2137) loss_rec_sfr: 0.2475 (0.2726) loss_cl: -0.2791 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [18:08:43.702272] Epoch: [359] [2240/2904] eta: 0:08:20 lr: 0.001496 loss: 0.1789 (0.1877) loss_rec_all: 0.2056 (0.2137) loss_rec_sfr: 0.2278 (0.2725) loss_cl: -0.2799 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [18:08:58.612958] Epoch: [359] [2260/2904] eta: 0:08:05 lr: 0.001496 loss: 0.1805 (0.1877) loss_rec_all: 0.2067 (0.2137) loss_rec_sfr: 0.2616 (0.2726) loss_cl: -0.2795 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [18:09:13.524624] Epoch: [359] [2280/2904] eta: 0:07:50 lr: 0.001496 loss: 0.1762 (0.1878) loss_rec_all: 0.2027 (0.2138) loss_rec_sfr: 0.2598 (0.2728) loss_cl: -0.2794 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [18:09:28.439615] Epoch: [359] [2300/2904] eta: 0:07:34 lr: 0.001496 loss: 0.1794 (0.1878) loss_rec_all: 0.2054 (0.2138) loss_rec_sfr: 0.2554 (0.2727) loss_cl: -0.2788 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [18:09:43.358429] Epoch: [359] [2320/2904] eta: 0:07:19 lr: 0.001496 loss: 0.1743 (0.1877) loss_rec_all: 0.2007 (0.2137) loss_rec_sfr: 0.2434 (0.2724) loss_cl: -0.2787 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [18:09:58.272370] Epoch: [359] [2340/2904] eta: 0:07:04 lr: 0.001496 loss: 0.1767 (0.1877) loss_rec_all: 0.2031 (0.2137) loss_rec_sfr: 0.2617 (0.2725) loss_cl: -0.2786 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [18:10:13.181004] Epoch: [359] [2360/2904] eta: 0:06:49 lr: 0.001495 loss: 0.1747 (0.1877) loss_rec_all: 0.2014 (0.2137) loss_rec_sfr: 0.2553 (0.2725) loss_cl: -0.2785 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [18:10:28.089288] Epoch: [359] [2380/2904] eta: 0:06:34 lr: 0.001495 loss: 0.1788 (0.1878) loss_rec_all: 0.2048 (0.2137) loss_rec_sfr: 0.2552 (0.2726) loss_cl: -0.2798 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [18:10:43.001290] Epoch: [359] [2400/2904] eta: 0:06:19 lr: 0.001495 loss: 0.1801 (0.1878) loss_rec_all: 0.2063 (0.2138) loss_rec_sfr: 0.2596 (0.2727) loss_cl: -0.2800 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [18:10:57.915584] Epoch: [359] [2420/2904] eta: 0:06:04 lr: 0.001495 loss: 0.1805 (0.1878) loss_rec_all: 0.2066 (0.2138) loss_rec_sfr: 0.2557 (0.2728) loss_cl: -0.2789 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [18:11:12.834259] Epoch: [359] [2440/2904] eta: 0:05:49 lr: 0.001495 loss: 0.1804 (0.1878) loss_rec_all: 0.2067 (0.2138) loss_rec_sfr: 0.2602 (0.2728) loss_cl: -0.2788 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [18:11:27.751866] Epoch: [359] [2460/2904] eta: 0:05:34 lr: 0.001495 loss: 0.1804 (0.1879) loss_rec_all: 0.2067 (0.2139) loss_rec_sfr: 0.2583 (0.2731) loss_cl: -0.2789 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [18:11:42.667429] Epoch: [359] [2480/2904] eta: 0:05:19 lr: 0.001495 loss: 0.1785 (0.1879) loss_rec_all: 0.2045 (0.2139) loss_rec_sfr: 0.2554 (0.2731) loss_cl: -0.2793 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [18:11:57.587049] Epoch: [359] [2500/2904] eta: 0:05:04 lr: 0.001495 loss: 0.1765 (0.1879) loss_rec_all: 0.2027 (0.2139) loss_rec_sfr: 0.2349 (0.2730) loss_cl: -0.2779 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [18:12:12.504175] Epoch: [359] [2520/2904] eta: 0:04:48 lr: 0.001495 loss: 0.1785 (0.1879) loss_rec_all: 0.2045 (0.2139) loss_rec_sfr: 0.2152 (0.2729) loss_cl: -0.2783 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [18:12:27.421180] Epoch: [359] [2540/2904] eta: 0:04:33 lr: 0.001495 loss: 0.1851 (0.1880) loss_rec_all: 0.2111 (0.2140) loss_rec_sfr: 0.2664 (0.2734) loss_cl: -0.2789 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [18:12:42.340724] Epoch: [359] [2560/2904] eta: 0:04:18 lr: 0.001495 loss: 0.1790 (0.1880) loss_rec_all: 0.2050 (0.2139) loss_rec_sfr: 0.2246 (0.2732) loss_cl: -0.2791 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [18:12:57.262644] Epoch: [359] [2580/2904] eta: 0:04:03 lr: 0.001495 loss: 0.1790 (0.1879) loss_rec_all: 0.2056 (0.2139) loss_rec_sfr: 0.2500 (0.2730) loss_cl: -0.2794 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [18:13:12.174411] Epoch: [359] [2600/2904] eta: 0:03:48 lr: 0.001495 loss: 0.1815 (0.1880) loss_rec_all: 0.2075 (0.2140) loss_rec_sfr: 0.2603 (0.2734) loss_cl: -0.2788 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [18:13:27.093973] Epoch: [359] [2620/2904] eta: 0:03:33 lr: 0.001495 loss: 0.1820 (0.1881) loss_rec_all: 0.2079 (0.2141) loss_rec_sfr: 0.2572 (0.2735) loss_cl: -0.2788 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [18:13:42.011192] Epoch: [359] [2640/2904] eta: 0:03:18 lr: 0.001495 loss: 0.1804 (0.1882) loss_rec_all: 0.2064 (0.2141) loss_rec_sfr: 0.2620 (0.2738) loss_cl: -0.2785 (-0.2789) time: 0.7458 data: 0.0003 max mem: 29860 [18:13:56.934157] Epoch: [359] [2660/2904] eta: 0:03:03 lr: 0.001495 loss: 0.1769 (0.1881) loss_rec_all: 0.2031 (0.2141) loss_rec_sfr: 0.2576 (0.2737) loss_cl: -0.2786 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [18:14:11.856497] Epoch: [359] [2680/2904] eta: 0:02:48 lr: 0.001495 loss: 0.1801 (0.1881) loss_rec_all: 0.2061 (0.2141) loss_rec_sfr: 0.2599 (0.2738) loss_cl: -0.2784 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [18:14:26.776402] Epoch: [359] [2700/2904] eta: 0:02:33 lr: 0.001495 loss: 0.1767 (0.1881) loss_rec_all: 0.2030 (0.2141) loss_rec_sfr: 0.2519 (0.2738) loss_cl: -0.2787 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [18:14:41.691542] Epoch: [359] [2720/2904] eta: 0:02:18 lr: 0.001495 loss: 0.1790 (0.1881) loss_rec_all: 0.2056 (0.2141) loss_rec_sfr: 0.2486 (0.2736) loss_cl: -0.2786 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [18:14:56.610831] Epoch: [359] [2740/2904] eta: 0:02:03 lr: 0.001495 loss: 0.1808 (0.1881) loss_rec_all: 0.2068 (0.2141) loss_rec_sfr: 0.2574 (0.2736) loss_cl: -0.2796 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [18:15:11.527692] Epoch: [359] [2760/2904] eta: 0:01:48 lr: 0.001495 loss: 0.1769 (0.1881) loss_rec_all: 0.2032 (0.2141) loss_rec_sfr: 0.2612 (0.2736) loss_cl: -0.2795 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [18:15:26.439598] Epoch: [359] [2780/2904] eta: 0:01:33 lr: 0.001495 loss: 0.1763 (0.1881) loss_rec_all: 0.2028 (0.2140) loss_rec_sfr: 0.2501 (0.2734) loss_cl: -0.2784 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [18:15:41.358232] Epoch: [359] [2800/2904] eta: 0:01:18 lr: 0.001495 loss: 0.1793 (0.1880) loss_rec_all: 0.2055 (0.2140) loss_rec_sfr: 0.2544 (0.2733) loss_cl: -0.2787 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [18:15:56.269548] Epoch: [359] [2820/2904] eta: 0:01:03 lr: 0.001495 loss: 0.1813 (0.1881) loss_rec_all: 0.2073 (0.2140) loss_rec_sfr: 0.2659 (0.2736) loss_cl: -0.2788 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [18:16:11.212934] Epoch: [359] [2840/2904] eta: 0:00:48 lr: 0.001495 loss: 0.1771 (0.1881) loss_rec_all: 0.2036 (0.2140) loss_rec_sfr: 0.2234 (0.2735) loss_cl: -0.2795 (-0.2789) time: 0.7471 data: 0.0023 max mem: 29860 [18:16:26.110951] Epoch: [359] [2860/2904] eta: 0:00:33 lr: 0.001495 loss: 0.1795 (0.1880) loss_rec_all: 0.2057 (0.2140) loss_rec_sfr: 0.2517 (0.2734) loss_cl: -0.2788 (-0.2789) time: 0.7449 data: 0.0001 max mem: 29860 [18:16:41.024116] Epoch: [359] [2880/2904] eta: 0:00:18 lr: 0.001495 loss: 0.1770 (0.1880) loss_rec_all: 0.2029 (0.2140) loss_rec_sfr: 0.2510 (0.2733) loss_cl: -0.2778 (-0.2789) time: 0.7456 data: 0.0001 max mem: 29860 [18:16:55.925156] Epoch: [359] [2900/2904] eta: 0:00:03 lr: 0.001495 loss: 0.1803 (0.1880) loss_rec_all: 0.2061 (0.2140) loss_rec_sfr: 0.2498 (0.2733) loss_cl: -0.2779 (-0.2788) time: 0.7450 data: 0.0001 max mem: 29860 [18:16:58.168130] Epoch: [359] [2903/2904] eta: 0:00:00 lr: 0.001495 loss: 0.1798 (0.1880) loss_rec_all: 0.2059 (0.2140) loss_rec_sfr: 0.2525 (0.2733) loss_cl: -0.2780 (-0.2788) time: 0.7450 data: 0.0001 max mem: 29860 [18:17:00.254422] Epoch: [359] Total time: 0:36:24 (0.7524 s / it) [18:17:00.279232] Averaged stats: lr: 0.001495 loss: 0.1798 (0.1908) loss_rec_all: 0.2059 (0.2144) loss_rec_sfr: 0.2525 (0.2751) loss_cl: -0.2780 (-0.2556) [18:17:00.283873] log_dir: ./checkpoint/VF2_ViT-B [18:17:18.270680] Epoch: [360] [ 0/2904] eta: 14:30:29 lr: 0.001495 loss: 0.1759 (0.1759) loss_rec_all: 0.2025 (0.2025) loss_rec_sfr: 0.1896 (0.1896) loss_cl: -0.2795 (-0.2795) time: 17.9854 data: 11.6811 max mem: 29860 [18:17:34.440848] Epoch: [360] [ 20/2904] eta: 1:18:10 lr: 0.001495 loss: 0.1744 (0.1844) loss_rec_all: 0.2011 (0.2107) loss_rec_sfr: 0.2545 (0.2576) loss_cl: -0.2806 (-0.2805) time: 0.8085 data: 0.0388 max mem: 29860 [18:17:49.346996] Epoch: [360] [ 40/2904] eta: 0:57:07 lr: 0.001495 loss: 0.1751 (0.1842) loss_rec_all: 0.2018 (0.2104) loss_rec_sfr: 0.2517 (0.2587) loss_cl: -0.2804 (-0.2804) time: 0.7453 data: 0.0002 max mem: 29860 [18:18:04.263091] Epoch: [360] [ 60/2904] eta: 0:49:42 lr: 0.001494 loss: 0.1800 (0.1858) loss_rec_all: 0.2062 (0.2119) loss_rec_sfr: 0.2615 (0.2667) loss_cl: -0.2798 (-0.2802) time: 0.7458 data: 0.0002 max mem: 29860 [18:18:19.183946] Epoch: [360] [ 80/2904] eta: 0:45:50 lr: 0.001494 loss: 0.1791 (0.1873) loss_rec_all: 0.2051 (0.2134) loss_rec_sfr: 0.2531 (0.2700) loss_cl: -0.2784 (-0.2797) time: 0.7460 data: 0.0002 max mem: 29860 [18:18:34.111729] Epoch: [360] [ 100/2904] eta: 0:43:24 lr: 0.001494 loss: 0.1779 (0.1868) loss_rec_all: 0.2041 (0.2129) loss_rec_sfr: 0.2533 (0.2698) loss_cl: -0.2789 (-0.2795) time: 0.7463 data: 0.0002 max mem: 29860 [18:18:49.072733] Epoch: [360] [ 120/2904] eta: 0:41:42 lr: 0.001494 loss: 0.1763 (0.1865) loss_rec_all: 0.2028 (0.2126) loss_rec_sfr: 0.2562 (0.2679) loss_cl: -0.2794 (-0.2794) time: 0.7480 data: 0.0002 max mem: 29860 [18:19:04.018701] Epoch: [360] [ 140/2904] eta: 0:40:25 lr: 0.001494 loss: 0.1765 (0.1868) loss_rec_all: 0.2026 (0.2129) loss_rec_sfr: 0.2592 (0.2700) loss_cl: -0.2790 (-0.2793) time: 0.7472 data: 0.0002 max mem: 29860 [18:19:19.107559] Epoch: [360] [ 160/2904] eta: 0:39:25 lr: 0.001494 loss: 0.1751 (0.1864) loss_rec_all: 0.2014 (0.2125) loss_rec_sfr: 0.2243 (0.2677) loss_cl: -0.2786 (-0.2792) time: 0.7544 data: 0.0002 max mem: 29860 [18:19:34.066898] Epoch: [360] [ 180/2904] eta: 0:38:34 lr: 0.001494 loss: 0.1797 (0.1876) loss_rec_all: 0.2060 (0.2136) loss_rec_sfr: 0.2582 (0.2714) loss_cl: -0.2783 (-0.2791) time: 0.7479 data: 0.0002 max mem: 29860 [18:19:49.059183] Epoch: [360] [ 200/2904] eta: 0:37:50 lr: 0.001494 loss: 0.1769 (0.1880) loss_rec_all: 0.2031 (0.2140) loss_rec_sfr: 0.2515 (0.2726) loss_cl: -0.2789 (-0.2791) time: 0.7496 data: 0.0002 max mem: 29860 [18:20:04.024160] Epoch: [360] [ 220/2904] eta: 0:37:11 lr: 0.001494 loss: 0.1736 (0.1872) loss_rec_all: 0.2003 (0.2132) loss_rec_sfr: 0.2312 (0.2701) loss_cl: -0.2800 (-0.2791) time: 0.7482 data: 0.0002 max mem: 29860 [18:20:18.990022] Epoch: [360] [ 240/2904] eta: 0:36:36 lr: 0.001494 loss: 0.1851 (0.1883) loss_rec_all: 0.2112 (0.2143) loss_rec_sfr: 0.2640 (0.2740) loss_cl: -0.2797 (-0.2792) time: 0.7482 data: 0.0002 max mem: 29860 [18:20:33.933182] Epoch: [360] [ 260/2904] eta: 0:36:04 lr: 0.001494 loss: 0.1752 (0.1878) loss_rec_all: 0.2014 (0.2138) loss_rec_sfr: 0.2427 (0.2721) loss_cl: -0.2787 (-0.2791) time: 0.7471 data: 0.0002 max mem: 29860 [18:20:48.878062] Epoch: [360] [ 280/2904] eta: 0:35:34 lr: 0.001494 loss: 0.1799 (0.1878) loss_rec_all: 0.2060 (0.2139) loss_rec_sfr: 0.2502 (0.2715) loss_cl: -0.2788 (-0.2791) time: 0.7472 data: 0.0002 max mem: 29860 [18:21:03.795528] Epoch: [360] [ 300/2904] eta: 0:35:06 lr: 0.001494 loss: 0.1801 (0.1885) loss_rec_all: 0.2063 (0.2145) loss_rec_sfr: 0.2620 (0.2739) loss_cl: -0.2788 (-0.2791) time: 0.7458 data: 0.0002 max mem: 29860 [18:21:18.710602] Epoch: [360] [ 320/2904] eta: 0:34:40 lr: 0.001494 loss: 0.1817 (0.1889) loss_rec_all: 0.2080 (0.2149) loss_rec_sfr: 0.2615 (0.2757) loss_cl: -0.2792 (-0.2790) time: 0.7457 data: 0.0002 max mem: 29860 [18:21:33.632389] Epoch: [360] [ 340/2904] eta: 0:34:15 lr: 0.001494 loss: 0.1774 (0.1890) loss_rec_all: 0.2033 (0.2149) loss_rec_sfr: 0.2634 (0.2765) loss_cl: -0.2787 (-0.2790) time: 0.7460 data: 0.0002 max mem: 29860 [18:21:48.542743] Epoch: [360] [ 360/2904] eta: 0:33:51 lr: 0.001494 loss: 0.1778 (0.1884) loss_rec_all: 0.2041 (0.2144) loss_rec_sfr: 0.2486 (0.2746) loss_cl: -0.2794 (-0.2790) time: 0.7455 data: 0.0002 max mem: 29860 [18:22:03.459931] Epoch: [360] [ 380/2904] eta: 0:33:28 lr: 0.001494 loss: 0.1811 (0.1887) loss_rec_all: 0.2070 (0.2147) loss_rec_sfr: 0.2618 (0.2757) loss_cl: -0.2797 (-0.2791) time: 0.7458 data: 0.0002 max mem: 29860 [18:22:18.378038] Epoch: [360] [ 400/2904] eta: 0:33:06 lr: 0.001494 loss: 0.1708 (0.1881) loss_rec_all: 0.1972 (0.2141) loss_rec_sfr: 0.2109 (0.2736) loss_cl: -0.2792 (-0.2791) time: 0.7459 data: 0.0002 max mem: 29860 [18:22:33.299105] Epoch: [360] [ 420/2904] eta: 0:32:44 lr: 0.001494 loss: 0.1783 (0.1880) loss_rec_all: 0.2046 (0.2140) loss_rec_sfr: 0.2480 (0.2730) loss_cl: -0.2785 (-0.2790) time: 0.7460 data: 0.0002 max mem: 29860 [18:22:48.212724] Epoch: [360] [ 440/2904] eta: 0:32:23 lr: 0.001494 loss: 0.1817 (0.1884) loss_rec_all: 0.2077 (0.2143) loss_rec_sfr: 0.2631 (0.2740) loss_cl: -0.2786 (-0.2790) time: 0.7456 data: 0.0002 max mem: 29860 [18:23:03.130450] Epoch: [360] [ 460/2904] eta: 0:32:03 lr: 0.001494 loss: 0.1817 (0.1885) loss_rec_all: 0.2078 (0.2145) loss_rec_sfr: 0.2672 (0.2748) loss_cl: -0.2789 (-0.2790) time: 0.7458 data: 0.0002 max mem: 29860 [18:23:18.049874] Epoch: [360] [ 480/2904] eta: 0:31:43 lr: 0.001494 loss: 0.1774 (0.1884) loss_rec_all: 0.2038 (0.2144) loss_rec_sfr: 0.2538 (0.2742) loss_cl: -0.2789 (-0.2790) time: 0.7459 data: 0.0002 max mem: 29860 [18:23:32.969081] Epoch: [360] [ 500/2904] eta: 0:31:24 lr: 0.001494 loss: 0.1809 (0.1887) loss_rec_all: 0.2070 (0.2147) loss_rec_sfr: 0.2592 (0.2755) loss_cl: -0.2790 (-0.2790) time: 0.7459 data: 0.0002 max mem: 29860 [18:23:47.881249] Epoch: [360] [ 520/2904] eta: 0:31:04 lr: 0.001494 loss: 0.1812 (0.1886) loss_rec_all: 0.2073 (0.2145) loss_rec_sfr: 0.2601 (0.2746) loss_cl: -0.2784 (-0.2790) time: 0.7456 data: 0.0002 max mem: 29860 [18:24:02.793646] Epoch: [360] [ 540/2904] eta: 0:30:46 lr: 0.001494 loss: 0.1782 (0.1886) loss_rec_all: 0.2044 (0.2146) loss_rec_sfr: 0.2522 (0.2749) loss_cl: -0.2779 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [18:24:17.706892] Epoch: [360] [ 560/2904] eta: 0:30:27 lr: 0.001494 loss: 0.1779 (0.1883) loss_rec_all: 0.2042 (0.2143) loss_rec_sfr: 0.2508 (0.2737) loss_cl: -0.2792 (-0.2790) time: 0.7456 data: 0.0002 max mem: 29860 [18:24:32.617464] Epoch: [360] [ 580/2904] eta: 0:30:09 lr: 0.001494 loss: 0.1767 (0.1879) loss_rec_all: 0.2029 (0.2139) loss_rec_sfr: 0.2464 (0.2725) loss_cl: -0.2797 (-0.2790) time: 0.7455 data: 0.0002 max mem: 29860 [18:24:47.530512] Epoch: [360] [ 600/2904] eta: 0:29:51 lr: 0.001494 loss: 0.1746 (0.1877) loss_rec_all: 0.2010 (0.2137) loss_rec_sfr: 0.2243 (0.2718) loss_cl: -0.2794 (-0.2790) time: 0.7456 data: 0.0002 max mem: 29860 [18:25:02.452889] Epoch: [360] [ 620/2904] eta: 0:29:33 lr: 0.001494 loss: 0.1821 (0.1877) loss_rec_all: 0.2084 (0.2137) loss_rec_sfr: 0.2587 (0.2721) loss_cl: -0.2784 (-0.2790) time: 0.7461 data: 0.0002 max mem: 29860 [18:25:17.372436] Epoch: [360] [ 640/2904] eta: 0:29:15 lr: 0.001494 loss: 0.1844 (0.1881) loss_rec_all: 0.2105 (0.2140) loss_rec_sfr: 0.2595 (0.2730) loss_cl: -0.2781 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [18:25:32.292088] Epoch: [360] [ 660/2904] eta: 0:28:58 lr: 0.001493 loss: 0.1832 (0.1882) loss_rec_all: 0.2096 (0.2142) loss_rec_sfr: 0.2624 (0.2735) loss_cl: -0.2789 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [18:25:47.207517] Epoch: [360] [ 680/2904] eta: 0:28:40 lr: 0.001493 loss: 0.1796 (0.1883) loss_rec_all: 0.2056 (0.2142) loss_rec_sfr: 0.2571 (0.2737) loss_cl: -0.2784 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [18:26:02.115543] Epoch: [360] [ 700/2904] eta: 0:28:23 lr: 0.001493 loss: 0.1740 (0.1880) loss_rec_all: 0.2004 (0.2139) loss_rec_sfr: 0.2572 (0.2730) loss_cl: -0.2796 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [18:26:17.028008] Epoch: [360] [ 720/2904] eta: 0:28:06 lr: 0.001493 loss: 0.1819 (0.1881) loss_rec_all: 0.2080 (0.2141) loss_rec_sfr: 0.2588 (0.2735) loss_cl: -0.2784 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [18:26:31.942208] Epoch: [360] [ 740/2904] eta: 0:27:49 lr: 0.001493 loss: 0.1786 (0.1881) loss_rec_all: 0.2049 (0.2140) loss_rec_sfr: 0.2533 (0.2734) loss_cl: -0.2784 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [18:26:46.855441] Epoch: [360] [ 760/2904] eta: 0:27:32 lr: 0.001493 loss: 0.1827 (0.1884) loss_rec_all: 0.2091 (0.2144) loss_rec_sfr: 0.2608 (0.2745) loss_cl: -0.2788 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [18:27:01.773560] Epoch: [360] [ 780/2904] eta: 0:27:15 lr: 0.001493 loss: 0.1816 (0.1885) loss_rec_all: 0.2079 (0.2145) loss_rec_sfr: 0.2550 (0.2745) loss_cl: -0.2795 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [18:27:16.693054] Epoch: [360] [ 800/2904] eta: 0:26:59 lr: 0.001493 loss: 0.1800 (0.1883) loss_rec_all: 0.2061 (0.2143) loss_rec_sfr: 0.2439 (0.2737) loss_cl: -0.2805 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [18:27:31.607130] Epoch: [360] [ 820/2904] eta: 0:26:42 lr: 0.001493 loss: 0.1777 (0.1883) loss_rec_all: 0.2037 (0.2143) loss_rec_sfr: 0.2599 (0.2737) loss_cl: -0.2792 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [18:27:46.522605] Epoch: [360] [ 840/2904] eta: 0:26:25 lr: 0.001493 loss: 0.1801 (0.1884) loss_rec_all: 0.2060 (0.2144) loss_rec_sfr: 0.2585 (0.2740) loss_cl: -0.2784 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [18:28:01.439601] Epoch: [360] [ 860/2904] eta: 0:26:09 lr: 0.001493 loss: 0.1777 (0.1884) loss_rec_all: 0.2037 (0.2144) loss_rec_sfr: 0.2527 (0.2742) loss_cl: -0.2781 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [18:28:16.360419] Epoch: [360] [ 880/2904] eta: 0:25:53 lr: 0.001493 loss: 0.1769 (0.1884) loss_rec_all: 0.2031 (0.2143) loss_rec_sfr: 0.2502 (0.2739) loss_cl: -0.2793 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [18:28:31.283910] Epoch: [360] [ 900/2904] eta: 0:25:36 lr: 0.001493 loss: 0.1798 (0.1883) loss_rec_all: 0.2060 (0.2143) loss_rec_sfr: 0.2621 (0.2739) loss_cl: -0.2801 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [18:28:46.201469] Epoch: [360] [ 920/2904] eta: 0:25:20 lr: 0.001493 loss: 0.1773 (0.1882) loss_rec_all: 0.2032 (0.2142) loss_rec_sfr: 0.2432 (0.2736) loss_cl: -0.2796 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [18:29:01.115964] Epoch: [360] [ 940/2904] eta: 0:25:04 lr: 0.001493 loss: 0.1799 (0.1881) loss_rec_all: 0.2059 (0.2141) loss_rec_sfr: 0.2571 (0.2732) loss_cl: -0.2787 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [18:29:16.032980] Epoch: [360] [ 960/2904] eta: 0:24:48 lr: 0.001493 loss: 0.1768 (0.1879) loss_rec_all: 0.2028 (0.2139) loss_rec_sfr: 0.2145 (0.2723) loss_cl: -0.2785 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [18:29:30.951232] Epoch: [360] [ 980/2904] eta: 0:24:32 lr: 0.001493 loss: 0.1773 (0.1880) loss_rec_all: 0.2036 (0.2140) loss_rec_sfr: 0.2533 (0.2725) loss_cl: -0.2782 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [18:29:45.867376] Epoch: [360] [1000/2904] eta: 0:24:16 lr: 0.001493 loss: 0.1764 (0.1881) loss_rec_all: 0.2026 (0.2141) loss_rec_sfr: 0.2580 (0.2729) loss_cl: -0.2783 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [18:30:00.783296] Epoch: [360] [1020/2904] eta: 0:24:00 lr: 0.001493 loss: 0.1822 (0.1883) loss_rec_all: 0.2082 (0.2143) loss_rec_sfr: 0.2737 (0.2737) loss_cl: -0.2789 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [18:30:15.702399] Epoch: [360] [1040/2904] eta: 0:23:44 lr: 0.001493 loss: 0.1750 (0.1883) loss_rec_all: 0.2012 (0.2143) loss_rec_sfr: 0.2564 (0.2736) loss_cl: -0.2791 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [18:30:30.621149] Epoch: [360] [1060/2904] eta: 0:23:28 lr: 0.001493 loss: 0.1761 (0.1882) loss_rec_all: 0.2024 (0.2142) loss_rec_sfr: 0.2481 (0.2733) loss_cl: -0.2784 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [18:30:45.543247] Epoch: [360] [1080/2904] eta: 0:23:12 lr: 0.001493 loss: 0.1770 (0.1881) loss_rec_all: 0.2031 (0.2141) loss_rec_sfr: 0.2565 (0.2731) loss_cl: -0.2793 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [18:31:00.463533] Epoch: [360] [1100/2904] eta: 0:22:56 lr: 0.001493 loss: 0.1772 (0.1880) loss_rec_all: 0.2033 (0.2139) loss_rec_sfr: 0.2389 (0.2726) loss_cl: -0.2793 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [18:31:15.384620] Epoch: [360] [1120/2904] eta: 0:22:40 lr: 0.001493 loss: 0.1769 (0.1879) loss_rec_all: 0.2030 (0.2139) loss_rec_sfr: 0.2620 (0.2727) loss_cl: -0.2793 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [18:31:30.306850] Epoch: [360] [1140/2904] eta: 0:22:24 lr: 0.001493 loss: 0.1784 (0.1877) loss_rec_all: 0.2045 (0.2137) loss_rec_sfr: 0.2524 (0.2722) loss_cl: -0.2794 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [18:31:45.221547] Epoch: [360] [1160/2904] eta: 0:22:09 lr: 0.001493 loss: 0.1832 (0.1878) loss_rec_all: 0.2090 (0.2138) loss_rec_sfr: 0.2597 (0.2723) loss_cl: -0.2783 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [18:32:00.137064] Epoch: [360] [1180/2904] eta: 0:21:53 lr: 0.001493 loss: 0.1806 (0.1878) loss_rec_all: 0.2066 (0.2138) loss_rec_sfr: 0.2585 (0.2723) loss_cl: -0.2789 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [18:32:15.052365] Epoch: [360] [1200/2904] eta: 0:21:37 lr: 0.001493 loss: 0.1807 (0.1879) loss_rec_all: 0.2069 (0.2139) loss_rec_sfr: 0.2606 (0.2727) loss_cl: -0.2795 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [18:32:29.967887] Epoch: [360] [1220/2904] eta: 0:21:22 lr: 0.001493 loss: 0.1792 (0.1879) loss_rec_all: 0.2053 (0.2139) loss_rec_sfr: 0.2598 (0.2728) loss_cl: -0.2792 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [18:32:44.879015] Epoch: [360] [1240/2904] eta: 0:21:06 lr: 0.001493 loss: 0.1728 (0.1877) loss_rec_all: 0.1991 (0.2137) loss_rec_sfr: 0.2512 (0.2724) loss_cl: -0.2787 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [18:32:59.792903] Epoch: [360] [1260/2904] eta: 0:20:50 lr: 0.001492 loss: 0.1773 (0.1877) loss_rec_all: 0.2035 (0.2137) loss_rec_sfr: 0.2583 (0.2724) loss_cl: -0.2790 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [18:33:14.706007] Epoch: [360] [1280/2904] eta: 0:20:35 lr: 0.001492 loss: 0.1748 (0.1877) loss_rec_all: 0.2008 (0.2136) loss_rec_sfr: 0.2584 (0.2723) loss_cl: -0.2790 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [18:33:29.628834] Epoch: [360] [1300/2904] eta: 0:20:19 lr: 0.001492 loss: 0.1763 (0.1878) loss_rec_all: 0.2028 (0.2137) loss_rec_sfr: 0.2546 (0.2727) loss_cl: -0.2786 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [18:33:44.544787] Epoch: [360] [1320/2904] eta: 0:20:04 lr: 0.001492 loss: 0.1767 (0.1876) loss_rec_all: 0.2027 (0.2136) loss_rec_sfr: 0.2170 (0.2721) loss_cl: -0.2785 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [18:33:59.467002] Epoch: [360] [1340/2904] eta: 0:19:48 lr: 0.001492 loss: 0.1803 (0.1876) loss_rec_all: 0.2061 (0.2136) loss_rec_sfr: 0.2586 (0.2718) loss_cl: -0.2786 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [18:34:14.389204] Epoch: [360] [1360/2904] eta: 0:19:33 lr: 0.001492 loss: 0.1763 (0.1875) loss_rec_all: 0.2022 (0.2135) loss_rec_sfr: 0.2518 (0.2716) loss_cl: -0.2792 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [18:34:29.308749] Epoch: [360] [1380/2904] eta: 0:19:17 lr: 0.001492 loss: 0.1813 (0.1876) loss_rec_all: 0.2074 (0.2136) loss_rec_sfr: 0.2569 (0.2719) loss_cl: -0.2792 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [18:34:44.223809] Epoch: [360] [1400/2904] eta: 0:19:02 lr: 0.001492 loss: 0.1754 (0.1876) loss_rec_all: 0.2016 (0.2135) loss_rec_sfr: 0.2537 (0.2717) loss_cl: -0.2802 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [18:34:59.137019] Epoch: [360] [1420/2904] eta: 0:18:46 lr: 0.001492 loss: 0.1761 (0.1875) loss_rec_all: 0.2024 (0.2135) loss_rec_sfr: 0.2535 (0.2715) loss_cl: -0.2783 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [18:35:14.049340] Epoch: [360] [1440/2904] eta: 0:18:31 lr: 0.001492 loss: 0.1781 (0.1875) loss_rec_all: 0.2041 (0.2134) loss_rec_sfr: 0.2539 (0.2714) loss_cl: -0.2789 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [18:35:28.959904] Epoch: [360] [1460/2904] eta: 0:18:15 lr: 0.001492 loss: 0.1780 (0.1874) loss_rec_all: 0.2046 (0.2134) loss_rec_sfr: 0.2573 (0.2709) loss_cl: -0.2796 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [18:35:43.877840] Epoch: [360] [1480/2904] eta: 0:18:00 lr: 0.001492 loss: 0.1803 (0.1874) loss_rec_all: 0.2067 (0.2134) loss_rec_sfr: 0.2597 (0.2712) loss_cl: -0.2794 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [18:35:58.792834] Epoch: [360] [1500/2904] eta: 0:17:44 lr: 0.001492 loss: 0.1755 (0.1873) loss_rec_all: 0.2015 (0.2133) loss_rec_sfr: 0.2440 (0.2709) loss_cl: -0.2787 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [18:36:13.702980] Epoch: [360] [1520/2904] eta: 0:17:29 lr: 0.001492 loss: 0.1783 (0.1872) loss_rec_all: 0.2046 (0.2132) loss_rec_sfr: 0.2534 (0.2705) loss_cl: -0.2793 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [18:36:28.617927] Epoch: [360] [1540/2904] eta: 0:17:14 lr: 0.001492 loss: 0.1803 (0.1874) loss_rec_all: 0.2066 (0.2134) loss_rec_sfr: 0.2572 (0.2711) loss_cl: -0.2784 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [18:36:43.533219] Epoch: [360] [1560/2904] eta: 0:16:58 lr: 0.001492 loss: 0.1847 (0.1874) loss_rec_all: 0.2105 (0.2134) loss_rec_sfr: 0.2587 (0.2711) loss_cl: -0.2792 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [18:36:58.445613] Epoch: [360] [1580/2904] eta: 0:16:43 lr: 0.001492 loss: 0.1777 (0.1874) loss_rec_all: 0.2043 (0.2134) loss_rec_sfr: 0.2548 (0.2711) loss_cl: -0.2800 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [18:37:13.360597] Epoch: [360] [1600/2904] eta: 0:16:27 lr: 0.001492 loss: 0.1728 (0.1873) loss_rec_all: 0.1990 (0.2133) loss_rec_sfr: 0.2604 (0.2709) loss_cl: -0.2796 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [18:37:28.275167] Epoch: [360] [1620/2904] eta: 0:16:12 lr: 0.001492 loss: 0.1788 (0.1874) loss_rec_all: 0.2050 (0.2134) loss_rec_sfr: 0.2562 (0.2712) loss_cl: -0.2783 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [18:37:43.190685] Epoch: [360] [1640/2904] eta: 0:15:57 lr: 0.001492 loss: 0.1752 (0.1874) loss_rec_all: 0.2013 (0.2134) loss_rec_sfr: 0.2516 (0.2713) loss_cl: -0.2791 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [18:37:58.103264] Epoch: [360] [1660/2904] eta: 0:15:41 lr: 0.001492 loss: 0.1743 (0.1873) loss_rec_all: 0.2007 (0.2132) loss_rec_sfr: 0.2160 (0.2708) loss_cl: -0.2787 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [18:38:13.024277] Epoch: [360] [1680/2904] eta: 0:15:26 lr: 0.001492 loss: 0.1769 (0.1873) loss_rec_all: 0.2035 (0.2133) loss_rec_sfr: 0.2520 (0.2709) loss_cl: -0.2785 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [18:38:27.940216] Epoch: [360] [1700/2904] eta: 0:15:11 lr: 0.001492 loss: 0.1825 (0.1872) loss_rec_all: 0.2085 (0.2132) loss_rec_sfr: 0.2610 (0.2709) loss_cl: -0.2784 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [18:38:42.852964] Epoch: [360] [1720/2904] eta: 0:14:56 lr: 0.001492 loss: 0.1791 (0.1872) loss_rec_all: 0.2058 (0.2132) loss_rec_sfr: 0.2448 (0.2707) loss_cl: -0.2789 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [18:38:57.769377] Epoch: [360] [1740/2904] eta: 0:14:40 lr: 0.001492 loss: 0.1787 (0.1872) loss_rec_all: 0.2048 (0.2132) loss_rec_sfr: 0.2608 (0.2706) loss_cl: -0.2794 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [18:39:12.684989] Epoch: [360] [1760/2904] eta: 0:14:25 lr: 0.001492 loss: 0.1780 (0.1871) loss_rec_all: 0.2042 (0.2131) loss_rec_sfr: 0.2489 (0.2704) loss_cl: -0.2795 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [18:39:27.604734] Epoch: [360] [1780/2904] eta: 0:14:10 lr: 0.001492 loss: 0.1766 (0.1871) loss_rec_all: 0.2029 (0.2131) loss_rec_sfr: 0.2566 (0.2704) loss_cl: -0.2794 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [18:39:42.529246] Epoch: [360] [1800/2904] eta: 0:13:55 lr: 0.001492 loss: 0.1767 (0.1871) loss_rec_all: 0.2033 (0.2131) loss_rec_sfr: 0.2600 (0.2704) loss_cl: -0.2797 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [18:39:57.446123] Epoch: [360] [1820/2904] eta: 0:13:39 lr: 0.001492 loss: 0.1799 (0.1871) loss_rec_all: 0.2063 (0.2131) loss_rec_sfr: 0.2594 (0.2706) loss_cl: -0.2785 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [18:40:12.367037] Epoch: [360] [1840/2904] eta: 0:13:24 lr: 0.001492 loss: 0.1793 (0.1872) loss_rec_all: 0.2052 (0.2132) loss_rec_sfr: 0.2633 (0.2709) loss_cl: -0.2786 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [18:40:27.287337] Epoch: [360] [1860/2904] eta: 0:13:09 lr: 0.001492 loss: 0.1812 (0.1872) loss_rec_all: 0.2073 (0.2132) loss_rec_sfr: 0.2608 (0.2712) loss_cl: -0.2790 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [18:40:42.204951] Epoch: [360] [1880/2904] eta: 0:12:54 lr: 0.001491 loss: 0.1825 (0.1873) loss_rec_all: 0.2086 (0.2133) loss_rec_sfr: 0.2564 (0.2714) loss_cl: -0.2785 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [18:40:57.120824] Epoch: [360] [1900/2904] eta: 0:12:38 lr: 0.001491 loss: 0.1775 (0.1873) loss_rec_all: 0.2040 (0.2133) loss_rec_sfr: 0.2546 (0.2714) loss_cl: -0.2786 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [18:41:12.032536] Epoch: [360] [1920/2904] eta: 0:12:23 lr: 0.001491 loss: 0.1776 (0.1874) loss_rec_all: 0.2039 (0.2134) loss_rec_sfr: 0.2523 (0.2715) loss_cl: -0.2794 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [18:41:26.950370] Epoch: [360] [1940/2904] eta: 0:12:08 lr: 0.001491 loss: 0.1821 (0.1874) loss_rec_all: 0.2083 (0.2133) loss_rec_sfr: 0.2532 (0.2713) loss_cl: -0.2794 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [18:41:41.872387] Epoch: [360] [1960/2904] eta: 0:11:53 lr: 0.001491 loss: 0.1788 (0.1874) loss_rec_all: 0.2048 (0.2133) loss_rec_sfr: 0.2574 (0.2713) loss_cl: -0.2787 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [18:41:56.788328] Epoch: [360] [1980/2904] eta: 0:11:37 lr: 0.001491 loss: 0.1759 (0.1873) loss_rec_all: 0.2016 (0.2133) loss_rec_sfr: 0.2182 (0.2710) loss_cl: -0.2798 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [18:42:11.701925] Epoch: [360] [2000/2904] eta: 0:11:22 lr: 0.001491 loss: 0.1755 (0.1872) loss_rec_all: 0.2016 (0.2132) loss_rec_sfr: 0.2534 (0.2708) loss_cl: -0.2791 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [18:42:26.623987] Epoch: [360] [2020/2904] eta: 0:11:07 lr: 0.001491 loss: 0.1797 (0.1872) loss_rec_all: 0.2058 (0.2132) loss_rec_sfr: 0.2512 (0.2706) loss_cl: -0.2797 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [18:42:41.536640] Epoch: [360] [2040/2904] eta: 0:10:52 lr: 0.001491 loss: 0.1765 (0.1872) loss_rec_all: 0.2034 (0.2132) loss_rec_sfr: 0.2555 (0.2708) loss_cl: -0.2803 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [18:42:56.453165] Epoch: [360] [2060/2904] eta: 0:10:37 lr: 0.001491 loss: 0.1755 (0.1872) loss_rec_all: 0.2016 (0.2132) loss_rec_sfr: 0.2538 (0.2707) loss_cl: -0.2788 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [18:43:11.366804] Epoch: [360] [2080/2904] eta: 0:10:22 lr: 0.001491 loss: 0.1766 (0.1871) loss_rec_all: 0.2028 (0.2131) loss_rec_sfr: 0.2455 (0.2705) loss_cl: -0.2791 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [18:43:26.276982] Epoch: [360] [2100/2904] eta: 0:10:06 lr: 0.001491 loss: 0.1762 (0.1871) loss_rec_all: 0.2020 (0.2131) loss_rec_sfr: 0.2527 (0.2704) loss_cl: -0.2792 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [18:43:41.191343] Epoch: [360] [2120/2904] eta: 0:09:51 lr: 0.001491 loss: 0.1758 (0.1871) loss_rec_all: 0.2025 (0.2131) loss_rec_sfr: 0.2276 (0.2705) loss_cl: -0.2789 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [18:43:56.105275] Epoch: [360] [2140/2904] eta: 0:09:36 lr: 0.001491 loss: 0.1770 (0.1871) loss_rec_all: 0.2028 (0.2131) loss_rec_sfr: 0.2592 (0.2705) loss_cl: -0.2787 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [18:44:11.022216] Epoch: [360] [2160/2904] eta: 0:09:21 lr: 0.001491 loss: 0.1821 (0.1873) loss_rec_all: 0.2082 (0.2133) loss_rec_sfr: 0.2578 (0.2709) loss_cl: -0.2780 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [18:44:25.939498] Epoch: [360] [2180/2904] eta: 0:09:06 lr: 0.001491 loss: 0.1786 (0.1873) loss_rec_all: 0.2048 (0.2133) loss_rec_sfr: 0.2506 (0.2708) loss_cl: -0.2795 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [18:44:40.852545] Epoch: [360] [2200/2904] eta: 0:08:51 lr: 0.001491 loss: 0.1813 (0.1873) loss_rec_all: 0.2074 (0.2133) loss_rec_sfr: 0.2607 (0.2711) loss_cl: -0.2793 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [18:44:55.769303] Epoch: [360] [2220/2904] eta: 0:08:35 lr: 0.001491 loss: 0.1772 (0.1873) loss_rec_all: 0.2033 (0.2133) loss_rec_sfr: 0.2535 (0.2711) loss_cl: -0.2786 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [18:45:10.686894] Epoch: [360] [2240/2904] eta: 0:08:20 lr: 0.001491 loss: 0.1781 (0.1873) loss_rec_all: 0.2041 (0.2133) loss_rec_sfr: 0.2500 (0.2711) loss_cl: -0.2778 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [18:45:25.608305] Epoch: [360] [2260/2904] eta: 0:08:05 lr: 0.001491 loss: 0.1793 (0.1874) loss_rec_all: 0.2053 (0.2133) loss_rec_sfr: 0.2546 (0.2712) loss_cl: -0.2783 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [18:45:40.524174] Epoch: [360] [2280/2904] eta: 0:07:50 lr: 0.001491 loss: 0.1846 (0.1875) loss_rec_all: 0.2106 (0.2135) loss_rec_sfr: 0.2679 (0.2715) loss_cl: -0.2798 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [18:45:55.437065] Epoch: [360] [2300/2904] eta: 0:07:35 lr: 0.001491 loss: 0.1779 (0.1875) loss_rec_all: 0.2042 (0.2135) loss_rec_sfr: 0.2528 (0.2715) loss_cl: -0.2788 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [18:46:10.354604] Epoch: [360] [2320/2904] eta: 0:07:20 lr: 0.001491 loss: 0.1826 (0.1876) loss_rec_all: 0.2084 (0.2135) loss_rec_sfr: 0.2675 (0.2719) loss_cl: -0.2786 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [18:46:25.270899] Epoch: [360] [2340/2904] eta: 0:07:05 lr: 0.001491 loss: 0.1767 (0.1876) loss_rec_all: 0.2027 (0.2135) loss_rec_sfr: 0.2581 (0.2720) loss_cl: -0.2790 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [18:46:40.189724] Epoch: [360] [2360/2904] eta: 0:06:50 lr: 0.001491 loss: 0.1778 (0.1875) loss_rec_all: 0.2036 (0.2135) loss_rec_sfr: 0.2541 (0.2719) loss_cl: -0.2781 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [18:46:55.109448] Epoch: [360] [2380/2904] eta: 0:06:34 lr: 0.001491 loss: 0.1774 (0.1876) loss_rec_all: 0.2033 (0.2135) loss_rec_sfr: 0.2572 (0.2719) loss_cl: -0.2791 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [18:47:10.029838] Epoch: [360] [2400/2904] eta: 0:06:19 lr: 0.001491 loss: 0.1831 (0.1876) loss_rec_all: 0.2090 (0.2136) loss_rec_sfr: 0.2600 (0.2722) loss_cl: -0.2786 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [18:47:24.952299] Epoch: [360] [2420/2904] eta: 0:06:04 lr: 0.001491 loss: 0.1783 (0.1876) loss_rec_all: 0.2043 (0.2136) loss_rec_sfr: 0.2543 (0.2721) loss_cl: -0.2782 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [18:47:39.871281] Epoch: [360] [2440/2904] eta: 0:05:49 lr: 0.001491 loss: 0.1808 (0.1877) loss_rec_all: 0.2070 (0.2137) loss_rec_sfr: 0.2635 (0.2723) loss_cl: -0.2788 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [18:47:54.787881] Epoch: [360] [2460/2904] eta: 0:05:34 lr: 0.001491 loss: 0.1766 (0.1876) loss_rec_all: 0.2025 (0.2136) loss_rec_sfr: 0.2596 (0.2722) loss_cl: -0.2787 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [18:48:09.705995] Epoch: [360] [2480/2904] eta: 0:05:19 lr: 0.001490 loss: 0.1829 (0.1877) loss_rec_all: 0.2092 (0.2137) loss_rec_sfr: 0.2542 (0.2724) loss_cl: -0.2795 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [18:48:24.608579] Epoch: [360] [2500/2904] eta: 0:05:04 lr: 0.001490 loss: 0.1780 (0.1877) loss_rec_all: 0.2039 (0.2137) loss_rec_sfr: 0.2650 (0.2725) loss_cl: -0.2789 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [18:48:39.518375] Epoch: [360] [2520/2904] eta: 0:04:49 lr: 0.001490 loss: 0.1767 (0.1877) loss_rec_all: 0.2028 (0.2136) loss_rec_sfr: 0.2491 (0.2722) loss_cl: -0.2789 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [18:48:54.435241] Epoch: [360] [2540/2904] eta: 0:04:34 lr: 0.001490 loss: 0.1768 (0.1876) loss_rec_all: 0.2033 (0.2136) loss_rec_sfr: 0.2533 (0.2722) loss_cl: -0.2788 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [18:49:09.352974] Epoch: [360] [2560/2904] eta: 0:04:19 lr: 0.001490 loss: 0.1764 (0.1876) loss_rec_all: 0.2029 (0.2136) loss_rec_sfr: 0.2606 (0.2722) loss_cl: -0.2785 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [18:49:24.269451] Epoch: [360] [2580/2904] eta: 0:04:04 lr: 0.001490 loss: 0.1812 (0.1876) loss_rec_all: 0.2070 (0.2136) loss_rec_sfr: 0.2601 (0.2723) loss_cl: -0.2791 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [18:49:39.186791] Epoch: [360] [2600/2904] eta: 0:03:48 lr: 0.001490 loss: 0.1804 (0.1877) loss_rec_all: 0.2062 (0.2137) loss_rec_sfr: 0.2558 (0.2724) loss_cl: -0.2787 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [18:49:54.103060] Epoch: [360] [2620/2904] eta: 0:03:33 lr: 0.001490 loss: 0.1815 (0.1877) loss_rec_all: 0.2076 (0.2137) loss_rec_sfr: 0.2506 (0.2724) loss_cl: -0.2789 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [18:50:09.019479] Epoch: [360] [2640/2904] eta: 0:03:18 lr: 0.001490 loss: 0.1770 (0.1877) loss_rec_all: 0.2035 (0.2137) loss_rec_sfr: 0.2481 (0.2723) loss_cl: -0.2791 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [18:50:23.937688] Epoch: [360] [2660/2904] eta: 0:03:03 lr: 0.001490 loss: 0.1797 (0.1877) loss_rec_all: 0.2059 (0.2137) loss_rec_sfr: 0.2546 (0.2724) loss_cl: -0.2795 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [18:50:38.849970] Epoch: [360] [2680/2904] eta: 0:02:48 lr: 0.001490 loss: 0.1787 (0.1877) loss_rec_all: 0.2050 (0.2137) loss_rec_sfr: 0.2548 (0.2724) loss_cl: -0.2792 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [18:50:53.766914] Epoch: [360] [2700/2904] eta: 0:02:33 lr: 0.001490 loss: 0.1765 (0.1877) loss_rec_all: 0.2027 (0.2136) loss_rec_sfr: 0.2519 (0.2723) loss_cl: -0.2779 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [18:51:08.683079] Epoch: [360] [2720/2904] eta: 0:02:18 lr: 0.001490 loss: 0.1755 (0.1876) loss_rec_all: 0.2017 (0.2136) loss_rec_sfr: 0.2533 (0.2721) loss_cl: -0.2793 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [18:51:23.593594] Epoch: [360] [2740/2904] eta: 0:02:03 lr: 0.001490 loss: 0.1819 (0.1877) loss_rec_all: 0.2079 (0.2137) loss_rec_sfr: 0.2657 (0.2725) loss_cl: -0.2789 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [18:51:38.511848] Epoch: [360] [2760/2904] eta: 0:01:48 lr: 0.001490 loss: 0.1816 (0.1877) loss_rec_all: 0.2077 (0.2137) loss_rec_sfr: 0.2502 (0.2725) loss_cl: -0.2790 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [18:51:53.427593] Epoch: [360] [2780/2904] eta: 0:01:33 lr: 0.001490 loss: 0.1788 (0.1877) loss_rec_all: 0.2053 (0.2137) loss_rec_sfr: 0.2207 (0.2723) loss_cl: -0.2788 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [18:52:08.342822] Epoch: [360] [2800/2904] eta: 0:01:18 lr: 0.001490 loss: 0.1763 (0.1877) loss_rec_all: 0.2030 (0.2137) loss_rec_sfr: 0.2537 (0.2723) loss_cl: -0.2793 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [18:52:23.262190] Epoch: [360] [2820/2904] eta: 0:01:03 lr: 0.001490 loss: 0.1777 (0.1878) loss_rec_all: 0.2043 (0.2138) loss_rec_sfr: 0.2644 (0.2725) loss_cl: -0.2793 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [18:52:38.214130] Epoch: [360] [2840/2904] eta: 0:00:48 lr: 0.001490 loss: 0.1758 (0.1877) loss_rec_all: 0.2018 (0.2137) loss_rec_sfr: 0.2521 (0.2724) loss_cl: -0.2787 (-0.2789) time: 0.7476 data: 0.0023 max mem: 29860 [18:52:53.122382] Epoch: [360] [2860/2904] eta: 0:00:33 lr: 0.001490 loss: 0.1805 (0.1877) loss_rec_all: 0.2065 (0.2137) loss_rec_sfr: 0.2496 (0.2724) loss_cl: -0.2792 (-0.2789) time: 0.7454 data: 0.0001 max mem: 29860 [18:53:08.031892] Epoch: [360] [2880/2904] eta: 0:00:18 lr: 0.001490 loss: 0.1763 (0.1877) loss_rec_all: 0.2024 (0.2137) loss_rec_sfr: 0.2526 (0.2723) loss_cl: -0.2789 (-0.2789) time: 0.7454 data: 0.0001 max mem: 29860 [18:53:22.934415] Epoch: [360] [2900/2904] eta: 0:00:03 lr: 0.001490 loss: 0.1764 (0.1876) loss_rec_all: 0.2026 (0.2136) loss_rec_sfr: 0.2584 (0.2722) loss_cl: -0.2795 (-0.2789) time: 0.7451 data: 0.0001 max mem: 29860 [18:53:25.178732] Epoch: [360] [2903/2904] eta: 0:00:00 lr: 0.001490 loss: 0.1760 (0.1877) loss_rec_all: 0.2025 (0.2136) loss_rec_sfr: 0.2557 (0.2722) loss_cl: -0.2795 (-0.2789) time: 0.7451 data: 0.0001 max mem: 29860 [18:53:27.217076] Epoch: [360] Total time: 0:36:26 (0.7531 s / it) [18:53:27.233599] Averaged stats: lr: 0.001490 loss: 0.1760 (0.1905) loss_rec_all: 0.2025 (0.2141) loss_rec_sfr: 0.2557 (0.2743) loss_cl: -0.2795 (-0.2556) [18:53:27.238501] log_dir: ./checkpoint/VF2_ViT-B [18:53:44.645979] Epoch: [361] [ 0/2904] eta: 14:02:26 lr: 0.001490 loss: 0.1674 (0.1674) loss_rec_all: 0.1939 (0.1939) loss_rec_sfr: 0.2078 (0.2078) loss_cl: -0.2796 (-0.2796) time: 17.4059 data: 12.0254 max mem: 29860 [18:54:01.075502] Epoch: [361] [ 20/2904] eta: 1:17:26 lr: 0.001490 loss: 0.1820 (0.1995) loss_rec_all: 0.2080 (0.2251) loss_rec_sfr: 0.2618 (0.3140) loss_cl: -0.2783 (-0.2783) time: 0.8214 data: 0.0740 max mem: 29860 [18:54:16.014136] Epoch: [361] [ 40/2904] eta: 0:56:46 lr: 0.001490 loss: 0.1790 (0.1944) loss_rec_all: 0.2055 (0.2201) loss_rec_sfr: 0.2554 (0.2995) loss_cl: -0.2789 (-0.2786) time: 0.7469 data: 0.0002 max mem: 29860 [18:54:30.969826] Epoch: [361] [ 60/2904] eta: 0:49:31 lr: 0.001490 loss: 0.1770 (0.1904) loss_rec_all: 0.2034 (0.2163) loss_rec_sfr: 0.2161 (0.2798) loss_cl: -0.2794 (-0.2788) time: 0.7477 data: 0.0002 max mem: 29860 [18:54:45.920292] Epoch: [361] [ 80/2904] eta: 0:45:43 lr: 0.001490 loss: 0.1777 (0.1883) loss_rec_all: 0.2040 (0.2143) loss_rec_sfr: 0.2585 (0.2740) loss_cl: -0.2794 (-0.2789) time: 0.7475 data: 0.0002 max mem: 29860 [18:55:00.893850] Epoch: [361] [ 100/2904] eta: 0:43:19 lr: 0.001490 loss: 0.1761 (0.1876) loss_rec_all: 0.2027 (0.2136) loss_rec_sfr: 0.2454 (0.2719) loss_cl: -0.2793 (-0.2789) time: 0.7486 data: 0.0002 max mem: 29860 [18:55:15.860509] Epoch: [361] [ 120/2904] eta: 0:41:39 lr: 0.001490 loss: 0.1787 (0.1889) loss_rec_all: 0.2054 (0.2148) loss_rec_sfr: 0.2635 (0.2760) loss_cl: -0.2797 (-0.2789) time: 0.7483 data: 0.0002 max mem: 29860 [18:55:30.847334] Epoch: [361] [ 140/2904] eta: 0:40:22 lr: 0.001490 loss: 0.1787 (0.1882) loss_rec_all: 0.2047 (0.2142) loss_rec_sfr: 0.2596 (0.2733) loss_cl: -0.2802 (-0.2790) time: 0.7493 data: 0.0002 max mem: 29860 [18:55:45.837791] Epoch: [361] [ 160/2904] eta: 0:39:22 lr: 0.001490 loss: 0.1807 (0.1883) loss_rec_all: 0.2072 (0.2143) loss_rec_sfr: 0.2597 (0.2755) loss_cl: -0.2822 (-0.2790) time: 0.7495 data: 0.0002 max mem: 29860 [18:56:00.829221] Epoch: [361] [ 180/2904] eta: 0:38:31 lr: 0.001489 loss: 0.1798 (0.1882) loss_rec_all: 0.2059 (0.2142) loss_rec_sfr: 0.2628 (0.2757) loss_cl: -0.2787 (-0.2788) time: 0.7495 data: 0.0002 max mem: 29860 [18:56:15.945968] Epoch: [361] [ 200/2904] eta: 0:37:49 lr: 0.001489 loss: 0.1755 (0.1875) loss_rec_all: 0.2020 (0.2135) loss_rec_sfr: 0.2242 (0.2724) loss_cl: -0.2790 (-0.2788) time: 0.7558 data: 0.0002 max mem: 29860 [18:56:30.919509] Epoch: [361] [ 220/2904] eta: 0:37:10 lr: 0.001489 loss: 0.1771 (0.1871) loss_rec_all: 0.2041 (0.2131) loss_rec_sfr: 0.2550 (0.2707) loss_cl: -0.2810 (-0.2789) time: 0.7486 data: 0.0002 max mem: 29860 [18:56:45.924377] Epoch: [361] [ 240/2904] eta: 0:36:36 lr: 0.001489 loss: 0.1784 (0.1871) loss_rec_all: 0.2047 (0.2131) loss_rec_sfr: 0.2544 (0.2705) loss_cl: -0.2797 (-0.2789) time: 0.7502 data: 0.0002 max mem: 29860 [18:57:00.880044] Epoch: [361] [ 260/2904] eta: 0:36:04 lr: 0.001489 loss: 0.1801 (0.1871) loss_rec_all: 0.2066 (0.2131) loss_rec_sfr: 0.2533 (0.2706) loss_cl: -0.2810 (-0.2790) time: 0.7477 data: 0.0002 max mem: 29860 [18:57:15.849531] Epoch: [361] [ 280/2904] eta: 0:35:34 lr: 0.001489 loss: 0.1775 (0.1867) loss_rec_all: 0.2038 (0.2127) loss_rec_sfr: 0.2611 (0.2698) loss_cl: -0.2801 (-0.2791) time: 0.7484 data: 0.0002 max mem: 29860 [18:57:30.826640] Epoch: [361] [ 300/2904] eta: 0:35:07 lr: 0.001489 loss: 0.1757 (0.1867) loss_rec_all: 0.2021 (0.2128) loss_rec_sfr: 0.2593 (0.2704) loss_cl: -0.2802 (-0.2790) time: 0.7488 data: 0.0002 max mem: 29860 [18:57:45.741701] Epoch: [361] [ 320/2904] eta: 0:34:40 lr: 0.001489 loss: 0.1797 (0.1867) loss_rec_all: 0.2063 (0.2127) loss_rec_sfr: 0.2556 (0.2699) loss_cl: -0.2804 (-0.2790) time: 0.7457 data: 0.0002 max mem: 29860 [18:58:00.658418] Epoch: [361] [ 340/2904] eta: 0:34:15 lr: 0.001489 loss: 0.1759 (0.1870) loss_rec_all: 0.2022 (0.2130) loss_rec_sfr: 0.2501 (0.2708) loss_cl: -0.2812 (-0.2790) time: 0.7458 data: 0.0002 max mem: 29860 [18:58:15.580420] Epoch: [361] [ 360/2904] eta: 0:33:51 lr: 0.001489 loss: 0.1773 (0.1870) loss_rec_all: 0.2040 (0.2130) loss_rec_sfr: 0.2584 (0.2709) loss_cl: -0.2809 (-0.2790) time: 0.7461 data: 0.0002 max mem: 29860 [18:58:30.500706] Epoch: [361] [ 380/2904] eta: 0:33:28 lr: 0.001489 loss: 0.1795 (0.1872) loss_rec_all: 0.2052 (0.2132) loss_rec_sfr: 0.2625 (0.2720) loss_cl: -0.2824 (-0.2790) time: 0.7460 data: 0.0002 max mem: 29860 [18:58:45.423043] Epoch: [361] [ 400/2904] eta: 0:33:06 lr: 0.001489 loss: 0.1799 (0.1876) loss_rec_all: 0.2064 (0.2136) loss_rec_sfr: 0.2615 (0.2732) loss_cl: -0.2817 (-0.2790) time: 0.7461 data: 0.0002 max mem: 29860 [18:59:00.347803] Epoch: [361] [ 420/2904] eta: 0:32:45 lr: 0.001489 loss: 0.1781 (0.1876) loss_rec_all: 0.2044 (0.2136) loss_rec_sfr: 0.2541 (0.2730) loss_cl: -0.2805 (-0.2790) time: 0.7462 data: 0.0002 max mem: 29860 [18:59:15.258503] Epoch: [361] [ 440/2904] eta: 0:32:24 lr: 0.001489 loss: 0.1765 (0.1878) loss_rec_all: 0.2027 (0.2137) loss_rec_sfr: 0.2563 (0.2739) loss_cl: -0.2777 (-0.2790) time: 0.7455 data: 0.0002 max mem: 29860 [18:59:30.170695] Epoch: [361] [ 460/2904] eta: 0:32:03 lr: 0.001489 loss: 0.1761 (0.1878) loss_rec_all: 0.2023 (0.2138) loss_rec_sfr: 0.2550 (0.2739) loss_cl: -0.2788 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [18:59:45.085935] Epoch: [361] [ 480/2904] eta: 0:31:44 lr: 0.001489 loss: 0.1820 (0.1882) loss_rec_all: 0.2082 (0.2141) loss_rec_sfr: 0.2586 (0.2747) loss_cl: -0.2795 (-0.2790) time: 0.7457 data: 0.0002 max mem: 29860 [19:00:00.000123] Epoch: [361] [ 500/2904] eta: 0:31:24 lr: 0.001489 loss: 0.1748 (0.1879) loss_rec_all: 0.2014 (0.2139) loss_rec_sfr: 0.2213 (0.2736) loss_cl: -0.2793 (-0.2790) time: 0.7457 data: 0.0002 max mem: 29860 [19:00:14.919710] Epoch: [361] [ 520/2904] eta: 0:31:05 lr: 0.001489 loss: 0.1781 (0.1876) loss_rec_all: 0.2044 (0.2136) loss_rec_sfr: 0.2491 (0.2722) loss_cl: -0.2789 (-0.2790) time: 0.7459 data: 0.0002 max mem: 29860 [19:00:29.838594] Epoch: [361] [ 540/2904] eta: 0:30:46 lr: 0.001489 loss: 0.1787 (0.1877) loss_rec_all: 0.2048 (0.2137) loss_rec_sfr: 0.2564 (0.2724) loss_cl: -0.2787 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [19:00:44.758509] Epoch: [361] [ 560/2904] eta: 0:30:27 lr: 0.001489 loss: 0.1773 (0.1876) loss_rec_all: 0.2037 (0.2136) loss_rec_sfr: 0.2571 (0.2721) loss_cl: -0.2795 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [19:00:59.676318] Epoch: [361] [ 580/2904] eta: 0:30:09 lr: 0.001489 loss: 0.1791 (0.1877) loss_rec_all: 0.2054 (0.2136) loss_rec_sfr: 0.2597 (0.2725) loss_cl: -0.2798 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [19:01:14.595441] Epoch: [361] [ 600/2904] eta: 0:29:51 lr: 0.001489 loss: 0.1753 (0.1875) loss_rec_all: 0.2018 (0.2135) loss_rec_sfr: 0.2481 (0.2719) loss_cl: -0.2785 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [19:01:29.512842] Epoch: [361] [ 620/2904] eta: 0:29:33 lr: 0.001489 loss: 0.1790 (0.1876) loss_rec_all: 0.2051 (0.2136) loss_rec_sfr: 0.2637 (0.2722) loss_cl: -0.2789 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [19:01:44.430063] Epoch: [361] [ 640/2904] eta: 0:29:15 lr: 0.001489 loss: 0.1780 (0.1875) loss_rec_all: 0.2041 (0.2135) loss_rec_sfr: 0.2479 (0.2717) loss_cl: -0.2797 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [19:01:59.343813] Epoch: [361] [ 660/2904] eta: 0:28:58 lr: 0.001489 loss: 0.1791 (0.1876) loss_rec_all: 0.2052 (0.2136) loss_rec_sfr: 0.2616 (0.2720) loss_cl: -0.2798 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [19:02:14.263938] Epoch: [361] [ 680/2904] eta: 0:28:41 lr: 0.001489 loss: 0.1787 (0.1878) loss_rec_all: 0.2047 (0.2138) loss_rec_sfr: 0.2576 (0.2726) loss_cl: -0.2789 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [19:02:29.183532] Epoch: [361] [ 700/2904] eta: 0:28:23 lr: 0.001489 loss: 0.1767 (0.1878) loss_rec_all: 0.2030 (0.2138) loss_rec_sfr: 0.2560 (0.2726) loss_cl: -0.2787 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [19:02:44.100811] Epoch: [361] [ 720/2904] eta: 0:28:06 lr: 0.001489 loss: 0.1779 (0.1881) loss_rec_all: 0.2043 (0.2140) loss_rec_sfr: 0.2559 (0.2733) loss_cl: -0.2785 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [19:02:59.020004] Epoch: [361] [ 740/2904] eta: 0:27:49 lr: 0.001489 loss: 0.1783 (0.1883) loss_rec_all: 0.2043 (0.2143) loss_rec_sfr: 0.2544 (0.2741) loss_cl: -0.2789 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [19:03:13.943872] Epoch: [361] [ 760/2904] eta: 0:27:32 lr: 0.001489 loss: 0.1850 (0.1886) loss_rec_all: 0.2112 (0.2146) loss_rec_sfr: 0.2533 (0.2749) loss_cl: -0.2792 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [19:03:28.856609] Epoch: [361] [ 780/2904] eta: 0:27:16 lr: 0.001488 loss: 0.1779 (0.1886) loss_rec_all: 0.2039 (0.2146) loss_rec_sfr: 0.2600 (0.2750) loss_cl: -0.2789 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [19:03:43.776107] Epoch: [361] [ 800/2904] eta: 0:26:59 lr: 0.001488 loss: 0.1780 (0.1886) loss_rec_all: 0.2042 (0.2145) loss_rec_sfr: 0.2559 (0.2748) loss_cl: -0.2781 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [19:03:58.692466] Epoch: [361] [ 820/2904] eta: 0:26:42 lr: 0.001488 loss: 0.1820 (0.1888) loss_rec_all: 0.2084 (0.2148) loss_rec_sfr: 0.2515 (0.2754) loss_cl: -0.2787 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [19:04:13.610290] Epoch: [361] [ 840/2904] eta: 0:26:26 lr: 0.001488 loss: 0.1831 (0.1890) loss_rec_all: 0.2091 (0.2150) loss_rec_sfr: 0.2730 (0.2762) loss_cl: -0.2796 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [19:04:28.532067] Epoch: [361] [ 860/2904] eta: 0:26:09 lr: 0.001488 loss: 0.1796 (0.1892) loss_rec_all: 0.2056 (0.2152) loss_rec_sfr: 0.2564 (0.2765) loss_cl: -0.2797 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [19:04:43.453534] Epoch: [361] [ 880/2904] eta: 0:25:53 lr: 0.001488 loss: 0.1810 (0.1893) loss_rec_all: 0.2072 (0.2153) loss_rec_sfr: 0.2644 (0.2771) loss_cl: -0.2791 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [19:04:58.372677] Epoch: [361] [ 900/2904] eta: 0:25:37 lr: 0.001488 loss: 0.1836 (0.1894) loss_rec_all: 0.2098 (0.2153) loss_rec_sfr: 0.2544 (0.2771) loss_cl: -0.2797 (-0.2790) time: 0.7459 data: 0.0002 max mem: 29860 [19:05:13.295094] Epoch: [361] [ 920/2904] eta: 0:25:20 lr: 0.001488 loss: 0.1780 (0.1894) loss_rec_all: 0.2041 (0.2154) loss_rec_sfr: 0.2594 (0.2772) loss_cl: -0.2795 (-0.2790) time: 0.7461 data: 0.0002 max mem: 29860 [19:05:28.213027] Epoch: [361] [ 940/2904] eta: 0:25:04 lr: 0.001488 loss: 0.1770 (0.1894) loss_rec_all: 0.2031 (0.2153) loss_rec_sfr: 0.2577 (0.2770) loss_cl: -0.2786 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [19:05:43.128297] Epoch: [361] [ 960/2904] eta: 0:24:48 lr: 0.001488 loss: 0.1778 (0.1893) loss_rec_all: 0.2036 (0.2152) loss_rec_sfr: 0.2533 (0.2768) loss_cl: -0.2770 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [19:05:58.042366] Epoch: [361] [ 980/2904] eta: 0:24:32 lr: 0.001488 loss: 0.1737 (0.1891) loss_rec_all: 0.2003 (0.2150) loss_rec_sfr: 0.2227 (0.2760) loss_cl: -0.2780 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [19:06:12.956327] Epoch: [361] [1000/2904] eta: 0:24:16 lr: 0.001488 loss: 0.1773 (0.1890) loss_rec_all: 0.2033 (0.2150) loss_rec_sfr: 0.2511 (0.2759) loss_cl: -0.2791 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [19:06:27.872375] Epoch: [361] [1020/2904] eta: 0:24:00 lr: 0.001488 loss: 0.1791 (0.1890) loss_rec_all: 0.2055 (0.2149) loss_rec_sfr: 0.2451 (0.2757) loss_cl: -0.2798 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [19:06:42.790132] Epoch: [361] [1040/2904] eta: 0:23:44 lr: 0.001488 loss: 0.1780 (0.1891) loss_rec_all: 0.2044 (0.2151) loss_rec_sfr: 0.2201 (0.2760) loss_cl: -0.2797 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [19:06:57.707760] Epoch: [361] [1060/2904] eta: 0:23:28 lr: 0.001488 loss: 0.1780 (0.1890) loss_rec_all: 0.2043 (0.2150) loss_rec_sfr: 0.2582 (0.2760) loss_cl: -0.2793 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [19:07:12.623194] Epoch: [361] [1080/2904] eta: 0:23:12 lr: 0.001488 loss: 0.1763 (0.1889) loss_rec_all: 0.2023 (0.2148) loss_rec_sfr: 0.2547 (0.2753) loss_cl: -0.2790 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [19:07:27.543837] Epoch: [361] [1100/2904] eta: 0:22:56 lr: 0.001488 loss: 0.1780 (0.1888) loss_rec_all: 0.2039 (0.2148) loss_rec_sfr: 0.2589 (0.2751) loss_cl: -0.2781 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [19:07:42.462059] Epoch: [361] [1120/2904] eta: 0:22:40 lr: 0.001488 loss: 0.1753 (0.1887) loss_rec_all: 0.2020 (0.2146) loss_rec_sfr: 0.2495 (0.2746) loss_cl: -0.2795 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [19:07:57.385339] Epoch: [361] [1140/2904] eta: 0:22:25 lr: 0.001488 loss: 0.1781 (0.1887) loss_rec_all: 0.2045 (0.2147) loss_rec_sfr: 0.2568 (0.2746) loss_cl: -0.2799 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [19:08:12.306814] Epoch: [361] [1160/2904] eta: 0:22:09 lr: 0.001488 loss: 0.1791 (0.1886) loss_rec_all: 0.2055 (0.2145) loss_rec_sfr: 0.2515 (0.2741) loss_cl: -0.2795 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [19:08:27.226299] Epoch: [361] [1180/2904] eta: 0:21:53 lr: 0.001488 loss: 0.1792 (0.1885) loss_rec_all: 0.2053 (0.2145) loss_rec_sfr: 0.2590 (0.2740) loss_cl: -0.2787 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [19:08:42.144338] Epoch: [361] [1200/2904] eta: 0:21:38 lr: 0.001488 loss: 0.1785 (0.1886) loss_rec_all: 0.2046 (0.2146) loss_rec_sfr: 0.2594 (0.2745) loss_cl: -0.2796 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [19:08:57.060842] Epoch: [361] [1220/2904] eta: 0:21:22 lr: 0.001488 loss: 0.1750 (0.1886) loss_rec_all: 0.2013 (0.2146) loss_rec_sfr: 0.2559 (0.2743) loss_cl: -0.2797 (-0.2790) time: 0.7458 data: 0.0002 max mem: 29860 [19:09:11.974393] Epoch: [361] [1240/2904] eta: 0:21:06 lr: 0.001488 loss: 0.1783 (0.1886) loss_rec_all: 0.2044 (0.2146) loss_rec_sfr: 0.2584 (0.2744) loss_cl: -0.2784 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [19:09:26.885796] Epoch: [361] [1260/2904] eta: 0:20:51 lr: 0.001488 loss: 0.1771 (0.1886) loss_rec_all: 0.2036 (0.2146) loss_rec_sfr: 0.2581 (0.2743) loss_cl: -0.2783 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [19:09:41.796489] Epoch: [361] [1280/2904] eta: 0:20:35 lr: 0.001488 loss: 0.1801 (0.1887) loss_rec_all: 0.2061 (0.2147) loss_rec_sfr: 0.2555 (0.2747) loss_cl: -0.2779 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [19:09:56.709465] Epoch: [361] [1300/2904] eta: 0:20:19 lr: 0.001488 loss: 0.1768 (0.1886) loss_rec_all: 0.2032 (0.2146) loss_rec_sfr: 0.2587 (0.2746) loss_cl: -0.2783 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [19:10:11.624739] Epoch: [361] [1320/2904] eta: 0:20:04 lr: 0.001488 loss: 0.1797 (0.1886) loss_rec_all: 0.2058 (0.2146) loss_rec_sfr: 0.2533 (0.2746) loss_cl: -0.2789 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [19:10:26.545225] Epoch: [361] [1340/2904] eta: 0:19:48 lr: 0.001488 loss: 0.1854 (0.1887) loss_rec_all: 0.2113 (0.2146) loss_rec_sfr: 0.2617 (0.2747) loss_cl: -0.2787 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [19:10:41.461028] Epoch: [361] [1360/2904] eta: 0:19:33 lr: 0.001488 loss: 0.1803 (0.1886) loss_rec_all: 0.2063 (0.2146) loss_rec_sfr: 0.2584 (0.2746) loss_cl: -0.2785 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [19:10:56.386148] Epoch: [361] [1380/2904] eta: 0:19:17 lr: 0.001487 loss: 0.1809 (0.1888) loss_rec_all: 0.2069 (0.2148) loss_rec_sfr: 0.2646 (0.2753) loss_cl: -0.2791 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [19:11:11.315315] Epoch: [361] [1400/2904] eta: 0:19:02 lr: 0.001487 loss: 0.1800 (0.1889) loss_rec_all: 0.2063 (0.2148) loss_rec_sfr: 0.2605 (0.2756) loss_cl: -0.2798 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [19:11:26.231951] Epoch: [361] [1420/2904] eta: 0:18:46 lr: 0.001487 loss: 0.1799 (0.1889) loss_rec_all: 0.2059 (0.2149) loss_rec_sfr: 0.2635 (0.2759) loss_cl: -0.2790 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [19:11:41.147177] Epoch: [361] [1440/2904] eta: 0:18:31 lr: 0.001487 loss: 0.1831 (0.1889) loss_rec_all: 0.2092 (0.2149) loss_rec_sfr: 0.2631 (0.2759) loss_cl: -0.2791 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [19:11:56.062786] Epoch: [361] [1460/2904] eta: 0:18:15 lr: 0.001487 loss: 0.1778 (0.1888) loss_rec_all: 0.2045 (0.2148) loss_rec_sfr: 0.2515 (0.2754) loss_cl: -0.2785 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [19:12:10.986100] Epoch: [361] [1480/2904] eta: 0:18:00 lr: 0.001487 loss: 0.1773 (0.1888) loss_rec_all: 0.2035 (0.2148) loss_rec_sfr: 0.2459 (0.2755) loss_cl: -0.2790 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [19:12:25.907535] Epoch: [361] [1500/2904] eta: 0:17:45 lr: 0.001487 loss: 0.1753 (0.1888) loss_rec_all: 0.2011 (0.2147) loss_rec_sfr: 0.2152 (0.2753) loss_cl: -0.2790 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [19:12:40.830635] Epoch: [361] [1520/2904] eta: 0:17:29 lr: 0.001487 loss: 0.1768 (0.1887) loss_rec_all: 0.2032 (0.2146) loss_rec_sfr: 0.2189 (0.2748) loss_cl: -0.2791 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [19:12:55.749737] Epoch: [361] [1540/2904] eta: 0:17:14 lr: 0.001487 loss: 0.1778 (0.1887) loss_rec_all: 0.2037 (0.2147) loss_rec_sfr: 0.2591 (0.2752) loss_cl: -0.2789 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [19:13:10.672568] Epoch: [361] [1560/2904] eta: 0:16:58 lr: 0.001487 loss: 0.1754 (0.1888) loss_rec_all: 0.2019 (0.2147) loss_rec_sfr: 0.2238 (0.2752) loss_cl: -0.2787 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [19:13:25.595830] Epoch: [361] [1580/2904] eta: 0:16:43 lr: 0.001487 loss: 0.1818 (0.1888) loss_rec_all: 0.2076 (0.2147) loss_rec_sfr: 0.2592 (0.2753) loss_cl: -0.2783 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [19:13:40.515858] Epoch: [361] [1600/2904] eta: 0:16:28 lr: 0.001487 loss: 0.1784 (0.1888) loss_rec_all: 0.2045 (0.2148) loss_rec_sfr: 0.2609 (0.2755) loss_cl: -0.2792 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [19:13:55.442192] Epoch: [361] [1620/2904] eta: 0:16:12 lr: 0.001487 loss: 0.1775 (0.1888) loss_rec_all: 0.2033 (0.2147) loss_rec_sfr: 0.2553 (0.2753) loss_cl: -0.2791 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [19:14:10.366977] Epoch: [361] [1640/2904] eta: 0:15:57 lr: 0.001487 loss: 0.1755 (0.1887) loss_rec_all: 0.2017 (0.2147) loss_rec_sfr: 0.2542 (0.2751) loss_cl: -0.2794 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [19:14:25.293065] Epoch: [361] [1660/2904] eta: 0:15:42 lr: 0.001487 loss: 0.1738 (0.1886) loss_rec_all: 0.2000 (0.2146) loss_rec_sfr: 0.2188 (0.2748) loss_cl: -0.2792 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [19:14:40.218054] Epoch: [361] [1680/2904] eta: 0:15:26 lr: 0.001487 loss: 0.1794 (0.1886) loss_rec_all: 0.2055 (0.2146) loss_rec_sfr: 0.2609 (0.2748) loss_cl: -0.2786 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [19:14:55.137520] Epoch: [361] [1700/2904] eta: 0:15:11 lr: 0.001487 loss: 0.1794 (0.1885) loss_rec_all: 0.2060 (0.2145) loss_rec_sfr: 0.2470 (0.2745) loss_cl: -0.2788 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [19:15:10.055701] Epoch: [361] [1720/2904] eta: 0:14:56 lr: 0.001487 loss: 0.1774 (0.1886) loss_rec_all: 0.2037 (0.2146) loss_rec_sfr: 0.2596 (0.2747) loss_cl: -0.2789 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [19:15:24.979023] Epoch: [361] [1740/2904] eta: 0:14:40 lr: 0.001487 loss: 0.1831 (0.1886) loss_rec_all: 0.2093 (0.2146) loss_rec_sfr: 0.2621 (0.2748) loss_cl: -0.2786 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [19:15:39.895978] Epoch: [361] [1760/2904] eta: 0:14:25 lr: 0.001487 loss: 0.1756 (0.1887) loss_rec_all: 0.2015 (0.2146) loss_rec_sfr: 0.2644 (0.2751) loss_cl: -0.2786 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [19:15:54.817827] Epoch: [361] [1780/2904] eta: 0:14:10 lr: 0.001487 loss: 0.1791 (0.1887) loss_rec_all: 0.2052 (0.2146) loss_rec_sfr: 0.2627 (0.2752) loss_cl: -0.2794 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [19:16:09.901930] Epoch: [361] [1800/2904] eta: 0:13:55 lr: 0.001487 loss: 0.1807 (0.1887) loss_rec_all: 0.2071 (0.2146) loss_rec_sfr: 0.2554 (0.2752) loss_cl: -0.2794 (-0.2789) time: 0.7542 data: 0.0002 max mem: 29860 [19:16:24.827098] Epoch: [361] [1820/2904] eta: 0:13:40 lr: 0.001487 loss: 0.1824 (0.1887) loss_rec_all: 0.2085 (0.2147) loss_rec_sfr: 0.2599 (0.2753) loss_cl: -0.2797 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [19:16:39.752188] Epoch: [361] [1840/2904] eta: 0:13:24 lr: 0.001487 loss: 0.1754 (0.1887) loss_rec_all: 0.2018 (0.2147) loss_rec_sfr: 0.2493 (0.2754) loss_cl: -0.2791 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [19:16:54.671515] Epoch: [361] [1860/2904] eta: 0:13:09 lr: 0.001487 loss: 0.1783 (0.1887) loss_rec_all: 0.2043 (0.2146) loss_rec_sfr: 0.2554 (0.2752) loss_cl: -0.2788 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [19:17:09.588000] Epoch: [361] [1880/2904] eta: 0:12:54 lr: 0.001487 loss: 0.1772 (0.1886) loss_rec_all: 0.2032 (0.2145) loss_rec_sfr: 0.2443 (0.2748) loss_cl: -0.2788 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [19:17:24.507230] Epoch: [361] [1900/2904] eta: 0:12:39 lr: 0.001487 loss: 0.1742 (0.1885) loss_rec_all: 0.2003 (0.2145) loss_rec_sfr: 0.2573 (0.2749) loss_cl: -0.2781 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [19:17:39.420116] Epoch: [361] [1920/2904] eta: 0:12:23 lr: 0.001487 loss: 0.1788 (0.1885) loss_rec_all: 0.2049 (0.2145) loss_rec_sfr: 0.2486 (0.2748) loss_cl: -0.2777 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [19:17:54.337348] Epoch: [361] [1940/2904] eta: 0:12:08 lr: 0.001487 loss: 0.1804 (0.1885) loss_rec_all: 0.2066 (0.2145) loss_rec_sfr: 0.2544 (0.2746) loss_cl: -0.2795 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [19:18:09.259350] Epoch: [361] [1960/2904] eta: 0:11:53 lr: 0.001487 loss: 0.1771 (0.1885) loss_rec_all: 0.2033 (0.2144) loss_rec_sfr: 0.2653 (0.2746) loss_cl: -0.2798 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [19:18:24.178498] Epoch: [361] [1980/2904] eta: 0:11:38 lr: 0.001486 loss: 0.1768 (0.1885) loss_rec_all: 0.2033 (0.2144) loss_rec_sfr: 0.2659 (0.2746) loss_cl: -0.2793 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [19:18:39.099972] Epoch: [361] [2000/2904] eta: 0:11:22 lr: 0.001486 loss: 0.1785 (0.1885) loss_rec_all: 0.2048 (0.2144) loss_rec_sfr: 0.2630 (0.2747) loss_cl: -0.2793 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [19:18:54.025537] Epoch: [361] [2020/2904] eta: 0:11:07 lr: 0.001486 loss: 0.1825 (0.1885) loss_rec_all: 0.2087 (0.2145) loss_rec_sfr: 0.2680 (0.2748) loss_cl: -0.2792 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [19:19:08.948017] Epoch: [361] [2040/2904] eta: 0:10:52 lr: 0.001486 loss: 0.1787 (0.1885) loss_rec_all: 0.2050 (0.2145) loss_rec_sfr: 0.2547 (0.2747) loss_cl: -0.2793 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [19:19:23.862082] Epoch: [361] [2060/2904] eta: 0:10:37 lr: 0.001486 loss: 0.1786 (0.1885) loss_rec_all: 0.2049 (0.2145) loss_rec_sfr: 0.2605 (0.2747) loss_cl: -0.2788 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [19:19:38.783644] Epoch: [361] [2080/2904] eta: 0:10:22 lr: 0.001486 loss: 0.1839 (0.1886) loss_rec_all: 0.2099 (0.2145) loss_rec_sfr: 0.2572 (0.2750) loss_cl: -0.2781 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [19:19:53.705022] Epoch: [361] [2100/2904] eta: 0:10:07 lr: 0.001486 loss: 0.1794 (0.1885) loss_rec_all: 0.2054 (0.2145) loss_rec_sfr: 0.2656 (0.2749) loss_cl: -0.2782 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [19:20:08.628061] Epoch: [361] [2120/2904] eta: 0:09:51 lr: 0.001486 loss: 0.1765 (0.1885) loss_rec_all: 0.2033 (0.2145) loss_rec_sfr: 0.2594 (0.2749) loss_cl: -0.2793 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [19:20:23.548796] Epoch: [361] [2140/2904] eta: 0:09:36 lr: 0.001486 loss: 0.1778 (0.1885) loss_rec_all: 0.2038 (0.2144) loss_rec_sfr: 0.2588 (0.2748) loss_cl: -0.2795 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [19:20:38.474607] Epoch: [361] [2160/2904] eta: 0:09:21 lr: 0.001486 loss: 0.1735 (0.1884) loss_rec_all: 0.1996 (0.2144) loss_rec_sfr: 0.2548 (0.2747) loss_cl: -0.2789 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [19:20:53.398847] Epoch: [361] [2180/2904] eta: 0:09:06 lr: 0.001486 loss: 0.1853 (0.1885) loss_rec_all: 0.2113 (0.2145) loss_rec_sfr: 0.2618 (0.2750) loss_cl: -0.2784 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [19:21:08.320430] Epoch: [361] [2200/2904] eta: 0:08:51 lr: 0.001486 loss: 0.1771 (0.1886) loss_rec_all: 0.2033 (0.2145) loss_rec_sfr: 0.2646 (0.2753) loss_cl: -0.2783 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [19:21:23.240927] Epoch: [361] [2220/2904] eta: 0:08:36 lr: 0.001486 loss: 0.1775 (0.1885) loss_rec_all: 0.2033 (0.2145) loss_rec_sfr: 0.2513 (0.2752) loss_cl: -0.2796 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [19:21:38.168886] Epoch: [361] [2240/2904] eta: 0:08:20 lr: 0.001486 loss: 0.1796 (0.1885) loss_rec_all: 0.2060 (0.2145) loss_rec_sfr: 0.2633 (0.2752) loss_cl: -0.2792 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [19:21:53.092669] Epoch: [361] [2260/2904] eta: 0:08:05 lr: 0.001486 loss: 0.1778 (0.1885) loss_rec_all: 0.2038 (0.2144) loss_rec_sfr: 0.2619 (0.2752) loss_cl: -0.2788 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [19:22:08.007916] Epoch: [361] [2280/2904] eta: 0:07:50 lr: 0.001486 loss: 0.1765 (0.1884) loss_rec_all: 0.2026 (0.2144) loss_rec_sfr: 0.2571 (0.2750) loss_cl: -0.2785 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [19:22:22.927570] Epoch: [361] [2300/2904] eta: 0:07:35 lr: 0.001486 loss: 0.1778 (0.1884) loss_rec_all: 0.2039 (0.2144) loss_rec_sfr: 0.2508 (0.2750) loss_cl: -0.2789 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [19:22:37.844321] Epoch: [361] [2320/2904] eta: 0:07:20 lr: 0.001486 loss: 0.1813 (0.1885) loss_rec_all: 0.2073 (0.2145) loss_rec_sfr: 0.2676 (0.2752) loss_cl: -0.2791 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [19:22:52.769026] Epoch: [361] [2340/2904] eta: 0:07:05 lr: 0.001486 loss: 0.1761 (0.1884) loss_rec_all: 0.2022 (0.2144) loss_rec_sfr: 0.2570 (0.2751) loss_cl: -0.2792 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [19:23:07.689169] Epoch: [361] [2360/2904] eta: 0:06:50 lr: 0.001486 loss: 0.1767 (0.1884) loss_rec_all: 0.2034 (0.2144) loss_rec_sfr: 0.2502 (0.2750) loss_cl: -0.2790 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [19:23:22.608932] Epoch: [361] [2380/2904] eta: 0:06:35 lr: 0.001486 loss: 0.1768 (0.1884) loss_rec_all: 0.2033 (0.2144) loss_rec_sfr: 0.2525 (0.2750) loss_cl: -0.2795 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [19:23:37.529132] Epoch: [361] [2400/2904] eta: 0:06:19 lr: 0.001486 loss: 0.1798 (0.1885) loss_rec_all: 0.2059 (0.2144) loss_rec_sfr: 0.2633 (0.2752) loss_cl: -0.2790 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [19:23:52.445731] Epoch: [361] [2420/2904] eta: 0:06:04 lr: 0.001486 loss: 0.1772 (0.1884) loss_rec_all: 0.2032 (0.2144) loss_rec_sfr: 0.2577 (0.2751) loss_cl: -0.2788 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [19:24:07.359185] Epoch: [361] [2440/2904] eta: 0:05:49 lr: 0.001486 loss: 0.1759 (0.1884) loss_rec_all: 0.2023 (0.2144) loss_rec_sfr: 0.2585 (0.2750) loss_cl: -0.2784 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [19:24:22.276973] Epoch: [361] [2460/2904] eta: 0:05:34 lr: 0.001486 loss: 0.1784 (0.1884) loss_rec_all: 0.2044 (0.2143) loss_rec_sfr: 0.2608 (0.2749) loss_cl: -0.2797 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [19:24:37.189404] Epoch: [361] [2480/2904] eta: 0:05:19 lr: 0.001486 loss: 0.1753 (0.1883) loss_rec_all: 0.2016 (0.2143) loss_rec_sfr: 0.2532 (0.2748) loss_cl: -0.2799 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [19:24:52.102303] Epoch: [361] [2500/2904] eta: 0:05:04 lr: 0.001486 loss: 0.1836 (0.1884) loss_rec_all: 0.2100 (0.2144) loss_rec_sfr: 0.2606 (0.2750) loss_cl: -0.2785 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [19:25:07.017551] Epoch: [361] [2520/2904] eta: 0:04:49 lr: 0.001486 loss: 0.1773 (0.1885) loss_rec_all: 0.2035 (0.2144) loss_rec_sfr: 0.2536 (0.2752) loss_cl: -0.2780 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [19:25:21.932697] Epoch: [361] [2540/2904] eta: 0:04:34 lr: 0.001486 loss: 0.1796 (0.1885) loss_rec_all: 0.2060 (0.2144) loss_rec_sfr: 0.2656 (0.2753) loss_cl: -0.2796 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [19:25:36.846644] Epoch: [361] [2560/2904] eta: 0:04:19 lr: 0.001486 loss: 0.1801 (0.1885) loss_rec_all: 0.2067 (0.2145) loss_rec_sfr: 0.2645 (0.2755) loss_cl: -0.2800 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [19:25:51.762707] Epoch: [361] [2580/2904] eta: 0:04:04 lr: 0.001485 loss: 0.1795 (0.1885) loss_rec_all: 0.2055 (0.2145) loss_rec_sfr: 0.2588 (0.2754) loss_cl: -0.2795 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [19:26:06.687123] Epoch: [361] [2600/2904] eta: 0:03:49 lr: 0.001485 loss: 0.1778 (0.1885) loss_rec_all: 0.2044 (0.2145) loss_rec_sfr: 0.2506 (0.2753) loss_cl: -0.2786 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [19:26:21.613508] Epoch: [361] [2620/2904] eta: 0:03:33 lr: 0.001485 loss: 0.1877 (0.1886) loss_rec_all: 0.2136 (0.2146) loss_rec_sfr: 0.2678 (0.2757) loss_cl: -0.2775 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [19:26:36.540362] Epoch: [361] [2640/2904] eta: 0:03:18 lr: 0.001485 loss: 0.1748 (0.1886) loss_rec_all: 0.2011 (0.2145) loss_rec_sfr: 0.2596 (0.2757) loss_cl: -0.2792 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [19:26:51.459535] Epoch: [361] [2660/2904] eta: 0:03:03 lr: 0.001485 loss: 0.1778 (0.1886) loss_rec_all: 0.2038 (0.2145) loss_rec_sfr: 0.2552 (0.2756) loss_cl: -0.2792 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [19:27:06.378817] Epoch: [361] [2680/2904] eta: 0:02:48 lr: 0.001485 loss: 0.1751 (0.1886) loss_rec_all: 0.2016 (0.2145) loss_rec_sfr: 0.2585 (0.2756) loss_cl: -0.2790 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [19:27:21.307319] Epoch: [361] [2700/2904] eta: 0:02:33 lr: 0.001485 loss: 0.1773 (0.1885) loss_rec_all: 0.2031 (0.2145) loss_rec_sfr: 0.2649 (0.2756) loss_cl: -0.2787 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [19:27:36.237105] Epoch: [361] [2720/2904] eta: 0:02:18 lr: 0.001485 loss: 0.1835 (0.1886) loss_rec_all: 0.2097 (0.2145) loss_rec_sfr: 0.2681 (0.2758) loss_cl: -0.2790 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [19:27:51.167460] Epoch: [361] [2740/2904] eta: 0:02:03 lr: 0.001485 loss: 0.1795 (0.1886) loss_rec_all: 0.2057 (0.2146) loss_rec_sfr: 0.2632 (0.2759) loss_cl: -0.2789 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [19:28:06.096767] Epoch: [361] [2760/2904] eta: 0:01:48 lr: 0.001485 loss: 0.1833 (0.1887) loss_rec_all: 0.2096 (0.2146) loss_rec_sfr: 0.2492 (0.2761) loss_cl: -0.2786 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [19:28:21.024480] Epoch: [361] [2780/2904] eta: 0:01:33 lr: 0.001485 loss: 0.1788 (0.1887) loss_rec_all: 0.2046 (0.2146) loss_rec_sfr: 0.2492 (0.2761) loss_cl: -0.2788 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [19:28:35.953906] Epoch: [361] [2800/2904] eta: 0:01:18 lr: 0.001485 loss: 0.1804 (0.1887) loss_rec_all: 0.2064 (0.2147) loss_rec_sfr: 0.2641 (0.2762) loss_cl: -0.2789 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [19:28:50.882515] Epoch: [361] [2820/2904] eta: 0:01:03 lr: 0.001485 loss: 0.1761 (0.1887) loss_rec_all: 0.2022 (0.2146) loss_rec_sfr: 0.2548 (0.2761) loss_cl: -0.2791 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [19:29:05.840440] Epoch: [361] [2840/2904] eta: 0:00:48 lr: 0.001485 loss: 0.1792 (0.1886) loss_rec_all: 0.2056 (0.2146) loss_rec_sfr: 0.2495 (0.2759) loss_cl: -0.2792 (-0.2789) time: 0.7479 data: 0.0023 max mem: 29860 [19:29:20.746447] Epoch: [361] [2860/2904] eta: 0:00:33 lr: 0.001485 loss: 0.1784 (0.1886) loss_rec_all: 0.2048 (0.2146) loss_rec_sfr: 0.2581 (0.2759) loss_cl: -0.2787 (-0.2789) time: 0.7453 data: 0.0001 max mem: 29860 [19:29:35.649391] Epoch: [361] [2880/2904] eta: 0:00:18 lr: 0.001485 loss: 0.1769 (0.1886) loss_rec_all: 0.2030 (0.2146) loss_rec_sfr: 0.2520 (0.2759) loss_cl: -0.2782 (-0.2789) time: 0.7451 data: 0.0001 max mem: 29860 [19:29:50.558339] Epoch: [361] [2900/2904] eta: 0:00:03 lr: 0.001485 loss: 0.1801 (0.1887) loss_rec_all: 0.2063 (0.2146) loss_rec_sfr: 0.2593 (0.2761) loss_cl: -0.2785 (-0.2789) time: 0.7454 data: 0.0001 max mem: 29860 [19:29:52.802396] Epoch: [361] [2903/2904] eta: 0:00:00 lr: 0.001485 loss: 0.1801 (0.1887) loss_rec_all: 0.2063 (0.2146) loss_rec_sfr: 0.2639 (0.2761) loss_cl: -0.2788 (-0.2789) time: 0.7455 data: 0.0001 max mem: 29860 [19:29:54.868453] Epoch: [361] Total time: 0:36:27 (0.7533 s / it) [19:29:54.873543] Averaged stats: lr: 0.001485 loss: 0.1801 (0.1910) loss_rec_all: 0.2063 (0.2146) loss_rec_sfr: 0.2639 (0.2758) loss_cl: -0.2788 (-0.2556) [19:29:54.878209] log_dir: ./checkpoint/VF2_ViT-B [19:30:11.350408] Epoch: [362] [ 0/2904] eta: 13:17:12 lr: 0.001485 loss: 0.1844 (0.1844) loss_rec_all: 0.2107 (0.2107) loss_rec_sfr: 0.2695 (0.2695) loss_cl: -0.2812 (-0.2812) time: 16.4712 data: 14.1412 max mem: 29860 [19:30:27.418759] Epoch: [362] [ 20/2904] eta: 1:14:28 lr: 0.001485 loss: 0.1794 (0.1895) loss_rec_all: 0.2055 (0.2155) loss_rec_sfr: 0.2576 (0.2808) loss_cl: -0.2789 (-0.2791) time: 0.8034 data: 0.0002 max mem: 29860 [19:30:42.317257] Epoch: [362] [ 40/2904] eta: 0:55:13 lr: 0.001485 loss: 0.1761 (0.1879) loss_rec_all: 0.2021 (0.2138) loss_rec_sfr: 0.2576 (0.2782) loss_cl: -0.2787 (-0.2790) time: 0.7449 data: 0.0002 max mem: 29860 [19:30:57.244572] Epoch: [362] [ 60/2904] eta: 0:48:27 lr: 0.001485 loss: 0.1742 (0.1859) loss_rec_all: 0.2001 (0.2119) loss_rec_sfr: 0.2594 (0.2722) loss_cl: -0.2782 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [19:31:12.174644] Epoch: [362] [ 80/2904] eta: 0:44:54 lr: 0.001485 loss: 0.1762 (0.1854) loss_rec_all: 0.2024 (0.2114) loss_rec_sfr: 0.2598 (0.2694) loss_cl: -0.2787 (-0.2787) time: 0.7465 data: 0.0002 max mem: 29860 [19:31:27.127993] Epoch: [362] [ 100/2904] eta: 0:42:40 lr: 0.001485 loss: 0.1747 (0.1843) loss_rec_all: 0.2012 (0.2103) loss_rec_sfr: 0.2509 (0.2652) loss_cl: -0.2792 (-0.2788) time: 0.7476 data: 0.0002 max mem: 29860 [19:31:42.092979] Epoch: [362] [ 120/2904] eta: 0:41:06 lr: 0.001485 loss: 0.1763 (0.1850) loss_rec_all: 0.2023 (0.2110) loss_rec_sfr: 0.2624 (0.2699) loss_cl: -0.2790 (-0.2788) time: 0.7482 data: 0.0002 max mem: 29860 [19:31:57.055977] Epoch: [362] [ 140/2904] eta: 0:39:54 lr: 0.001485 loss: 0.1793 (0.1859) loss_rec_all: 0.2053 (0.2119) loss_rec_sfr: 0.2637 (0.2732) loss_cl: -0.2792 (-0.2789) time: 0.7481 data: 0.0002 max mem: 29860 [19:32:12.012030] Epoch: [362] [ 160/2904] eta: 0:38:57 lr: 0.001485 loss: 0.1771 (0.1861) loss_rec_all: 0.2038 (0.2120) loss_rec_sfr: 0.2527 (0.2722) loss_cl: -0.2792 (-0.2789) time: 0.7478 data: 0.0002 max mem: 29860 [19:32:26.957807] Epoch: [362] [ 180/2904] eta: 0:38:08 lr: 0.001485 loss: 0.1751 (0.1861) loss_rec_all: 0.2013 (0.2121) loss_rec_sfr: 0.2581 (0.2729) loss_cl: -0.2788 (-0.2789) time: 0.7472 data: 0.0002 max mem: 29860 [19:32:41.932590] Epoch: [362] [ 200/2904] eta: 0:37:27 lr: 0.001485 loss: 0.1775 (0.1866) loss_rec_all: 0.2035 (0.2125) loss_rec_sfr: 0.2564 (0.2742) loss_cl: -0.2787 (-0.2788) time: 0.7487 data: 0.0002 max mem: 29860 [19:32:56.886295] Epoch: [362] [ 220/2904] eta: 0:36:50 lr: 0.001485 loss: 0.1792 (0.1867) loss_rec_all: 0.2053 (0.2127) loss_rec_sfr: 0.2625 (0.2748) loss_cl: -0.2789 (-0.2789) time: 0.7476 data: 0.0002 max mem: 29860 [19:33:11.845499] Epoch: [362] [ 240/2904] eta: 0:36:17 lr: 0.001485 loss: 0.1754 (0.1867) loss_rec_all: 0.2014 (0.2127) loss_rec_sfr: 0.2566 (0.2741) loss_cl: -0.2796 (-0.2789) time: 0.7479 data: 0.0002 max mem: 29860 [19:33:26.788497] Epoch: [362] [ 260/2904] eta: 0:35:46 lr: 0.001485 loss: 0.1760 (0.1868) loss_rec_all: 0.2023 (0.2127) loss_rec_sfr: 0.2583 (0.2745) loss_cl: -0.2793 (-0.2789) time: 0.7471 data: 0.0003 max mem: 29860 [19:33:41.874171] Epoch: [362] [ 280/2904] eta: 0:35:19 lr: 0.001484 loss: 0.1841 (0.1876) loss_rec_all: 0.2102 (0.2136) loss_rec_sfr: 0.2559 (0.2764) loss_cl: -0.2787 (-0.2789) time: 0.7542 data: 0.0002 max mem: 29860 [19:33:56.786888] Epoch: [362] [ 300/2904] eta: 0:34:52 lr: 0.001484 loss: 0.1847 (0.1878) loss_rec_all: 0.2107 (0.2138) loss_rec_sfr: 0.2558 (0.2762) loss_cl: -0.2782 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [19:34:11.698777] Epoch: [362] [ 320/2904] eta: 0:34:27 lr: 0.001484 loss: 0.1773 (0.1880) loss_rec_all: 0.2033 (0.2139) loss_rec_sfr: 0.2542 (0.2765) loss_cl: -0.2791 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [19:34:26.611127] Epoch: [362] [ 340/2904] eta: 0:34:03 lr: 0.001484 loss: 0.1731 (0.1875) loss_rec_all: 0.1991 (0.2134) loss_rec_sfr: 0.2531 (0.2752) loss_cl: -0.2794 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [19:34:41.527323] Epoch: [362] [ 360/2904] eta: 0:33:39 lr: 0.001484 loss: 0.1779 (0.1877) loss_rec_all: 0.2037 (0.2136) loss_rec_sfr: 0.2544 (0.2753) loss_cl: -0.2787 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [19:34:56.440600] Epoch: [362] [ 380/2904] eta: 0:33:17 lr: 0.001484 loss: 0.1751 (0.1876) loss_rec_all: 0.2014 (0.2135) loss_rec_sfr: 0.2456 (0.2748) loss_cl: -0.2787 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [19:35:11.352650] Epoch: [362] [ 400/2904] eta: 0:32:56 lr: 0.001484 loss: 0.1752 (0.1874) loss_rec_all: 0.2011 (0.2134) loss_rec_sfr: 0.2597 (0.2745) loss_cl: -0.2778 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [19:35:26.261630] Epoch: [362] [ 420/2904] eta: 0:32:35 lr: 0.001484 loss: 0.1788 (0.1873) loss_rec_all: 0.2047 (0.2132) loss_rec_sfr: 0.2535 (0.2739) loss_cl: -0.2787 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [19:35:41.171115] Epoch: [362] [ 440/2904] eta: 0:32:14 lr: 0.001484 loss: 0.1837 (0.1879) loss_rec_all: 0.2098 (0.2139) loss_rec_sfr: 0.2664 (0.2763) loss_cl: -0.2789 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [19:35:56.063447] Epoch: [362] [ 460/2904] eta: 0:31:54 lr: 0.001484 loss: 0.1781 (0.1881) loss_rec_all: 0.2043 (0.2140) loss_rec_sfr: 0.2574 (0.2767) loss_cl: -0.2797 (-0.2789) time: 0.7446 data: 0.0002 max mem: 29860 [19:36:10.974807] Epoch: [362] [ 480/2904] eta: 0:31:35 lr: 0.001484 loss: 0.1773 (0.1877) loss_rec_all: 0.2034 (0.2137) loss_rec_sfr: 0.2586 (0.2755) loss_cl: -0.2793 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [19:36:25.888607] Epoch: [362] [ 500/2904] eta: 0:31:16 lr: 0.001484 loss: 0.1749 (0.1877) loss_rec_all: 0.2014 (0.2137) loss_rec_sfr: 0.2123 (0.2751) loss_cl: -0.2793 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [19:36:40.807926] Epoch: [362] [ 520/2904] eta: 0:30:57 lr: 0.001484 loss: 0.1775 (0.1878) loss_rec_all: 0.2035 (0.2138) loss_rec_sfr: 0.2598 (0.2757) loss_cl: -0.2789 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [19:36:55.725597] Epoch: [362] [ 540/2904] eta: 0:30:38 lr: 0.001484 loss: 0.1824 (0.1881) loss_rec_all: 0.2087 (0.2140) loss_rec_sfr: 0.2534 (0.2759) loss_cl: -0.2781 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [19:37:10.637719] Epoch: [362] [ 560/2904] eta: 0:30:20 lr: 0.001484 loss: 0.1760 (0.1878) loss_rec_all: 0.2020 (0.2138) loss_rec_sfr: 0.2192 (0.2750) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [19:37:25.547700] Epoch: [362] [ 580/2904] eta: 0:30:02 lr: 0.001484 loss: 0.1777 (0.1880) loss_rec_all: 0.2043 (0.2139) loss_rec_sfr: 0.2544 (0.2751) loss_cl: -0.2799 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [19:37:40.459265] Epoch: [362] [ 600/2904] eta: 0:29:44 lr: 0.001484 loss: 0.1752 (0.1878) loss_rec_all: 0.2015 (0.2138) loss_rec_sfr: 0.2250 (0.2748) loss_cl: -0.2795 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [19:37:55.369715] Epoch: [362] [ 620/2904] eta: 0:29:27 lr: 0.001484 loss: 0.1807 (0.1877) loss_rec_all: 0.2068 (0.2137) loss_rec_sfr: 0.2461 (0.2738) loss_cl: -0.2794 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [19:38:10.283109] Epoch: [362] [ 640/2904] eta: 0:29:09 lr: 0.001484 loss: 0.1760 (0.1876) loss_rec_all: 0.2021 (0.2136) loss_rec_sfr: 0.2592 (0.2733) loss_cl: -0.2784 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [19:38:25.193441] Epoch: [362] [ 660/2904] eta: 0:28:52 lr: 0.001484 loss: 0.1824 (0.1879) loss_rec_all: 0.2084 (0.2138) loss_rec_sfr: 0.2622 (0.2744) loss_cl: -0.2784 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [19:38:40.106936] Epoch: [362] [ 680/2904] eta: 0:28:35 lr: 0.001484 loss: 0.1777 (0.1881) loss_rec_all: 0.2040 (0.2140) loss_rec_sfr: 0.2641 (0.2751) loss_cl: -0.2792 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [19:38:55.014858] Epoch: [362] [ 700/2904] eta: 0:28:18 lr: 0.001484 loss: 0.1721 (0.1878) loss_rec_all: 0.1985 (0.2138) loss_rec_sfr: 0.2517 (0.2742) loss_cl: -0.2791 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [19:39:09.929037] Epoch: [362] [ 720/2904] eta: 0:28:01 lr: 0.001484 loss: 0.1773 (0.1878) loss_rec_all: 0.2033 (0.2138) loss_rec_sfr: 0.2483 (0.2739) loss_cl: -0.2785 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [19:39:24.846963] Epoch: [362] [ 740/2904] eta: 0:27:44 lr: 0.001484 loss: 0.1797 (0.1877) loss_rec_all: 0.2055 (0.2137) loss_rec_sfr: 0.2489 (0.2732) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [19:39:39.763159] Epoch: [362] [ 760/2904] eta: 0:27:27 lr: 0.001484 loss: 0.1754 (0.1875) loss_rec_all: 0.2019 (0.2135) loss_rec_sfr: 0.2626 (0.2729) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [19:39:54.679106] Epoch: [362] [ 780/2904] eta: 0:27:11 lr: 0.001484 loss: 0.1761 (0.1875) loss_rec_all: 0.2024 (0.2135) loss_rec_sfr: 0.2528 (0.2727) loss_cl: -0.2791 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [19:40:09.595389] Epoch: [362] [ 800/2904] eta: 0:26:54 lr: 0.001484 loss: 0.1815 (0.1876) loss_rec_all: 0.2075 (0.2136) loss_rec_sfr: 0.2599 (0.2729) loss_cl: -0.2785 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [19:40:24.511129] Epoch: [362] [ 820/2904] eta: 0:26:38 lr: 0.001484 loss: 0.1770 (0.1876) loss_rec_all: 0.2030 (0.2135) loss_rec_sfr: 0.2471 (0.2727) loss_cl: -0.2796 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [19:40:39.419379] Epoch: [362] [ 840/2904] eta: 0:26:21 lr: 0.001484 loss: 0.1806 (0.1875) loss_rec_all: 0.2067 (0.2135) loss_rec_sfr: 0.2551 (0.2727) loss_cl: -0.2786 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [19:40:54.335224] Epoch: [362] [ 860/2904] eta: 0:26:05 lr: 0.001484 loss: 0.1803 (0.1877) loss_rec_all: 0.2062 (0.2137) loss_rec_sfr: 0.2667 (0.2733) loss_cl: -0.2781 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [19:41:09.249077] Epoch: [362] [ 880/2904] eta: 0:25:49 lr: 0.001483 loss: 0.1782 (0.1877) loss_rec_all: 0.2044 (0.2136) loss_rec_sfr: 0.2535 (0.2732) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [19:41:24.168448] Epoch: [362] [ 900/2904] eta: 0:25:33 lr: 0.001483 loss: 0.1816 (0.1877) loss_rec_all: 0.2077 (0.2137) loss_rec_sfr: 0.2550 (0.2732) loss_cl: -0.2797 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [19:41:39.080014] Epoch: [362] [ 920/2904] eta: 0:25:16 lr: 0.001483 loss: 0.1747 (0.1875) loss_rec_all: 0.2010 (0.2135) loss_rec_sfr: 0.2231 (0.2724) loss_cl: -0.2797 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [19:41:53.989290] Epoch: [362] [ 940/2904] eta: 0:25:00 lr: 0.001483 loss: 0.1826 (0.1878) loss_rec_all: 0.2085 (0.2138) loss_rec_sfr: 0.2627 (0.2732) loss_cl: -0.2793 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [19:42:08.899820] Epoch: [362] [ 960/2904] eta: 0:24:44 lr: 0.001483 loss: 0.1751 (0.1878) loss_rec_all: 0.2012 (0.2137) loss_rec_sfr: 0.2519 (0.2729) loss_cl: -0.2786 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [19:42:23.816479] Epoch: [362] [ 980/2904] eta: 0:24:28 lr: 0.001483 loss: 0.1823 (0.1880) loss_rec_all: 0.2082 (0.2140) loss_rec_sfr: 0.2738 (0.2738) loss_cl: -0.2785 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [19:42:38.736498] Epoch: [362] [1000/2904] eta: 0:24:12 lr: 0.001483 loss: 0.1791 (0.1879) loss_rec_all: 0.2051 (0.2139) loss_rec_sfr: 0.2519 (0.2735) loss_cl: -0.2790 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [19:42:53.653913] Epoch: [362] [1020/2904] eta: 0:23:56 lr: 0.001483 loss: 0.1757 (0.1878) loss_rec_all: 0.2019 (0.2138) loss_rec_sfr: 0.2565 (0.2732) loss_cl: -0.2793 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [19:43:08.566308] Epoch: [362] [1040/2904] eta: 0:23:41 lr: 0.001483 loss: 0.1752 (0.1876) loss_rec_all: 0.2017 (0.2136) loss_rec_sfr: 0.2474 (0.2726) loss_cl: -0.2785 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [19:43:23.482720] Epoch: [362] [1060/2904] eta: 0:23:25 lr: 0.001483 loss: 0.1771 (0.1876) loss_rec_all: 0.2034 (0.2136) loss_rec_sfr: 0.2566 (0.2727) loss_cl: -0.2788 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [19:43:38.388253] Epoch: [362] [1080/2904] eta: 0:23:09 lr: 0.001483 loss: 0.1763 (0.1877) loss_rec_all: 0.2023 (0.2137) loss_rec_sfr: 0.2628 (0.2729) loss_cl: -0.2792 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [19:43:53.301501] Epoch: [362] [1100/2904] eta: 0:22:53 lr: 0.001483 loss: 0.1774 (0.1877) loss_rec_all: 0.2036 (0.2137) loss_rec_sfr: 0.2564 (0.2729) loss_cl: -0.2796 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [19:44:08.217813] Epoch: [362] [1120/2904] eta: 0:22:37 lr: 0.001483 loss: 0.1799 (0.1877) loss_rec_all: 0.2063 (0.2137) loss_rec_sfr: 0.2605 (0.2732) loss_cl: -0.2791 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [19:44:23.138806] Epoch: [362] [1140/2904] eta: 0:22:22 lr: 0.001483 loss: 0.1792 (0.1879) loss_rec_all: 0.2052 (0.2139) loss_rec_sfr: 0.2553 (0.2736) loss_cl: -0.2782 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [19:44:38.059534] Epoch: [362] [1160/2904] eta: 0:22:06 lr: 0.001483 loss: 0.1838 (0.1881) loss_rec_all: 0.2096 (0.2140) loss_rec_sfr: 0.2528 (0.2740) loss_cl: -0.2774 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [19:44:52.975660] Epoch: [362] [1180/2904] eta: 0:21:50 lr: 0.001483 loss: 0.1783 (0.1880) loss_rec_all: 0.2042 (0.2140) loss_rec_sfr: 0.2601 (0.2739) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [19:45:07.893660] Epoch: [362] [1200/2904] eta: 0:21:35 lr: 0.001483 loss: 0.1761 (0.1879) loss_rec_all: 0.2025 (0.2139) loss_rec_sfr: 0.2257 (0.2733) loss_cl: -0.2803 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [19:45:22.809436] Epoch: [362] [1220/2904] eta: 0:21:19 lr: 0.001483 loss: 0.1780 (0.1879) loss_rec_all: 0.2046 (0.2139) loss_rec_sfr: 0.2601 (0.2734) loss_cl: -0.2798 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [19:45:37.721781] Epoch: [362] [1240/2904] eta: 0:21:04 lr: 0.001483 loss: 0.1762 (0.1878) loss_rec_all: 0.2023 (0.2138) loss_rec_sfr: 0.2600 (0.2730) loss_cl: -0.2791 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [19:45:52.632575] Epoch: [362] [1260/2904] eta: 0:20:48 lr: 0.001483 loss: 0.1792 (0.1878) loss_rec_all: 0.2053 (0.2138) loss_rec_sfr: 0.2563 (0.2732) loss_cl: -0.2790 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [19:46:07.543840] Epoch: [362] [1280/2904] eta: 0:20:33 lr: 0.001483 loss: 0.1755 (0.1877) loss_rec_all: 0.2019 (0.2137) loss_rec_sfr: 0.2150 (0.2727) loss_cl: -0.2788 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [19:46:22.463229] Epoch: [362] [1300/2904] eta: 0:20:17 lr: 0.001483 loss: 0.1770 (0.1878) loss_rec_all: 0.2030 (0.2137) loss_rec_sfr: 0.2609 (0.2729) loss_cl: -0.2786 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [19:46:37.380556] Epoch: [362] [1320/2904] eta: 0:20:02 lr: 0.001483 loss: 0.1751 (0.1877) loss_rec_all: 0.2013 (0.2136) loss_rec_sfr: 0.2465 (0.2725) loss_cl: -0.2783 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [19:46:52.286981] Epoch: [362] [1340/2904] eta: 0:19:46 lr: 0.001483 loss: 0.1793 (0.1877) loss_rec_all: 0.2054 (0.2136) loss_rec_sfr: 0.2555 (0.2725) loss_cl: -0.2796 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [19:47:07.197120] Epoch: [362] [1360/2904] eta: 0:19:31 lr: 0.001483 loss: 0.1788 (0.1877) loss_rec_all: 0.2047 (0.2136) loss_rec_sfr: 0.2510 (0.2725) loss_cl: -0.2786 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [19:47:22.110894] Epoch: [362] [1380/2904] eta: 0:19:15 lr: 0.001483 loss: 0.1758 (0.1875) loss_rec_all: 0.2018 (0.2135) loss_rec_sfr: 0.2097 (0.2718) loss_cl: -0.2786 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [19:47:37.019424] Epoch: [362] [1400/2904] eta: 0:19:00 lr: 0.001483 loss: 0.1824 (0.1875) loss_rec_all: 0.2088 (0.2135) loss_rec_sfr: 0.2569 (0.2717) loss_cl: -0.2794 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [19:47:51.935601] Epoch: [362] [1420/2904] eta: 0:18:44 lr: 0.001483 loss: 0.1802 (0.1876) loss_rec_all: 0.2066 (0.2136) loss_rec_sfr: 0.2528 (0.2720) loss_cl: -0.2806 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [19:48:06.857975] Epoch: [362] [1440/2904] eta: 0:18:29 lr: 0.001483 loss: 0.1813 (0.1875) loss_rec_all: 0.2074 (0.2135) loss_rec_sfr: 0.2565 (0.2719) loss_cl: -0.2792 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [19:48:21.782875] Epoch: [362] [1460/2904] eta: 0:18:13 lr: 0.001483 loss: 0.1766 (0.1875) loss_rec_all: 0.2027 (0.2135) loss_rec_sfr: 0.2479 (0.2717) loss_cl: -0.2781 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [19:48:36.706555] Epoch: [362] [1480/2904] eta: 0:17:58 lr: 0.001482 loss: 0.1828 (0.1876) loss_rec_all: 0.2088 (0.2136) loss_rec_sfr: 0.2697 (0.2722) loss_cl: -0.2776 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [19:48:51.621689] Epoch: [362] [1500/2904] eta: 0:17:43 lr: 0.001482 loss: 0.1805 (0.1877) loss_rec_all: 0.2063 (0.2137) loss_rec_sfr: 0.2625 (0.2725) loss_cl: -0.2788 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [19:49:06.538913] Epoch: [362] [1520/2904] eta: 0:17:27 lr: 0.001482 loss: 0.1792 (0.1877) loss_rec_all: 0.2053 (0.2137) loss_rec_sfr: 0.2559 (0.2722) loss_cl: -0.2791 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [19:49:21.457758] Epoch: [362] [1540/2904] eta: 0:17:12 lr: 0.001482 loss: 0.1812 (0.1878) loss_rec_all: 0.2072 (0.2137) loss_rec_sfr: 0.2670 (0.2726) loss_cl: -0.2789 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [19:49:36.371484] Epoch: [362] [1560/2904] eta: 0:16:57 lr: 0.001482 loss: 0.1807 (0.1878) loss_rec_all: 0.2070 (0.2138) loss_rec_sfr: 0.2609 (0.2728) loss_cl: -0.2788 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [19:49:51.288510] Epoch: [362] [1580/2904] eta: 0:16:41 lr: 0.001482 loss: 0.1767 (0.1878) loss_rec_all: 0.2027 (0.2138) loss_rec_sfr: 0.2623 (0.2728) loss_cl: -0.2790 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [19:50:06.204864] Epoch: [362] [1600/2904] eta: 0:16:26 lr: 0.001482 loss: 0.1779 (0.1878) loss_rec_all: 0.2039 (0.2138) loss_rec_sfr: 0.2559 (0.2728) loss_cl: -0.2788 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [19:50:21.124616] Epoch: [362] [1620/2904] eta: 0:16:11 lr: 0.001482 loss: 0.1762 (0.1877) loss_rec_all: 0.2023 (0.2137) loss_rec_sfr: 0.2647 (0.2727) loss_cl: -0.2784 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [19:50:36.047078] Epoch: [362] [1640/2904] eta: 0:15:55 lr: 0.001482 loss: 0.1765 (0.1877) loss_rec_all: 0.2025 (0.2137) loss_rec_sfr: 0.2550 (0.2726) loss_cl: -0.2791 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [19:50:50.962001] Epoch: [362] [1660/2904] eta: 0:15:40 lr: 0.001482 loss: 0.1786 (0.1878) loss_rec_all: 0.2050 (0.2137) loss_rec_sfr: 0.2503 (0.2727) loss_cl: -0.2792 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [19:51:05.873461] Epoch: [362] [1680/2904] eta: 0:15:25 lr: 0.001482 loss: 0.1874 (0.1878) loss_rec_all: 0.2136 (0.2138) loss_rec_sfr: 0.2592 (0.2728) loss_cl: -0.2796 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [19:51:20.790775] Epoch: [362] [1700/2904] eta: 0:15:10 lr: 0.001482 loss: 0.1825 (0.1879) loss_rec_all: 0.2086 (0.2139) loss_rec_sfr: 0.2605 (0.2730) loss_cl: -0.2789 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [19:51:35.711368] Epoch: [362] [1720/2904] eta: 0:14:54 lr: 0.001482 loss: 0.1772 (0.1879) loss_rec_all: 0.2036 (0.2138) loss_rec_sfr: 0.2574 (0.2730) loss_cl: -0.2786 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [19:51:50.624850] Epoch: [362] [1740/2904] eta: 0:14:39 lr: 0.001482 loss: 0.1795 (0.1879) loss_rec_all: 0.2056 (0.2139) loss_rec_sfr: 0.2633 (0.2732) loss_cl: -0.2793 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [19:52:05.536630] Epoch: [362] [1760/2904] eta: 0:14:24 lr: 0.001482 loss: 0.1755 (0.1878) loss_rec_all: 0.2019 (0.2138) loss_rec_sfr: 0.2140 (0.2727) loss_cl: -0.2790 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [19:52:20.449694] Epoch: [362] [1780/2904] eta: 0:14:09 lr: 0.001482 loss: 0.1741 (0.1877) loss_rec_all: 0.2006 (0.2137) loss_rec_sfr: 0.2532 (0.2726) loss_cl: -0.2781 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [19:52:35.362817] Epoch: [362] [1800/2904] eta: 0:13:53 lr: 0.001482 loss: 0.1802 (0.1877) loss_rec_all: 0.2061 (0.2137) loss_rec_sfr: 0.2575 (0.2726) loss_cl: -0.2784 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [19:52:50.276447] Epoch: [362] [1820/2904] eta: 0:13:38 lr: 0.001482 loss: 0.1781 (0.1877) loss_rec_all: 0.2043 (0.2137) loss_rec_sfr: 0.2599 (0.2726) loss_cl: -0.2790 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [19:53:05.187949] Epoch: [362] [1840/2904] eta: 0:13:23 lr: 0.001482 loss: 0.1856 (0.1879) loss_rec_all: 0.2117 (0.2138) loss_rec_sfr: 0.2566 (0.2729) loss_cl: -0.2789 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [19:53:20.103986] Epoch: [362] [1860/2904] eta: 0:13:08 lr: 0.001482 loss: 0.1794 (0.1879) loss_rec_all: 0.2056 (0.2138) loss_rec_sfr: 0.2585 (0.2731) loss_cl: -0.2789 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [19:53:35.024513] Epoch: [362] [1880/2904] eta: 0:12:53 lr: 0.001482 loss: 0.1780 (0.1878) loss_rec_all: 0.2044 (0.2138) loss_rec_sfr: 0.2528 (0.2729) loss_cl: -0.2793 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [19:53:49.946545] Epoch: [362] [1900/2904] eta: 0:12:37 lr: 0.001482 loss: 0.1765 (0.1878) loss_rec_all: 0.2026 (0.2138) loss_rec_sfr: 0.2575 (0.2729) loss_cl: -0.2792 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [19:54:04.865506] Epoch: [362] [1920/2904] eta: 0:12:22 lr: 0.001482 loss: 0.1757 (0.1878) loss_rec_all: 0.2022 (0.2138) loss_rec_sfr: 0.2559 (0.2728) loss_cl: -0.2794 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [19:54:19.781860] Epoch: [362] [1940/2904] eta: 0:12:07 lr: 0.001482 loss: 0.1818 (0.1878) loss_rec_all: 0.2082 (0.2138) loss_rec_sfr: 0.2523 (0.2727) loss_cl: -0.2795 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [19:54:34.689813] Epoch: [362] [1960/2904] eta: 0:11:52 lr: 0.001482 loss: 0.1793 (0.1879) loss_rec_all: 0.2057 (0.2138) loss_rec_sfr: 0.2614 (0.2728) loss_cl: -0.2792 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [19:54:49.599152] Epoch: [362] [1980/2904] eta: 0:11:37 lr: 0.001482 loss: 0.1742 (0.1878) loss_rec_all: 0.2003 (0.2138) loss_rec_sfr: 0.2322 (0.2725) loss_cl: -0.2786 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [19:55:04.515629] Epoch: [362] [2000/2904] eta: 0:11:21 lr: 0.001482 loss: 0.1742 (0.1877) loss_rec_all: 0.2007 (0.2137) loss_rec_sfr: 0.2573 (0.2723) loss_cl: -0.2784 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [19:55:19.428227] Epoch: [362] [2020/2904] eta: 0:11:06 lr: 0.001482 loss: 0.1782 (0.1877) loss_rec_all: 0.2043 (0.2137) loss_rec_sfr: 0.2505 (0.2723) loss_cl: -0.2785 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [19:55:34.343121] Epoch: [362] [2040/2904] eta: 0:10:51 lr: 0.001482 loss: 0.1816 (0.1877) loss_rec_all: 0.2075 (0.2137) loss_rec_sfr: 0.2453 (0.2722) loss_cl: -0.2788 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [19:55:49.256905] Epoch: [362] [2060/2904] eta: 0:10:36 lr: 0.001482 loss: 0.1794 (0.1878) loss_rec_all: 0.2058 (0.2138) loss_rec_sfr: 0.2578 (0.2725) loss_cl: -0.2793 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [19:56:04.167333] Epoch: [362] [2080/2904] eta: 0:10:21 lr: 0.001482 loss: 0.1782 (0.1877) loss_rec_all: 0.2047 (0.2137) loss_rec_sfr: 0.2287 (0.2722) loss_cl: -0.2795 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [19:56:19.081833] Epoch: [362] [2100/2904] eta: 0:10:06 lr: 0.001481 loss: 0.1771 (0.1877) loss_rec_all: 0.2032 (0.2137) loss_rec_sfr: 0.2616 (0.2723) loss_cl: -0.2787 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [19:56:33.994319] Epoch: [362] [2120/2904] eta: 0:09:51 lr: 0.001481 loss: 0.1814 (0.1878) loss_rec_all: 0.2074 (0.2138) loss_rec_sfr: 0.2537 (0.2724) loss_cl: -0.2788 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [19:56:48.898114] Epoch: [362] [2140/2904] eta: 0:09:35 lr: 0.001481 loss: 0.1763 (0.1877) loss_rec_all: 0.2024 (0.2137) loss_rec_sfr: 0.2297 (0.2721) loss_cl: -0.2792 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [19:57:03.808225] Epoch: [362] [2160/2904] eta: 0:09:20 lr: 0.001481 loss: 0.1808 (0.1877) loss_rec_all: 0.2068 (0.2137) loss_rec_sfr: 0.2566 (0.2721) loss_cl: -0.2796 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [19:57:18.720206] Epoch: [362] [2180/2904] eta: 0:09:05 lr: 0.001481 loss: 0.1809 (0.1878) loss_rec_all: 0.2071 (0.2138) loss_rec_sfr: 0.2522 (0.2722) loss_cl: -0.2793 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [19:57:33.631366] Epoch: [362] [2200/2904] eta: 0:08:50 lr: 0.001481 loss: 0.1776 (0.1878) loss_rec_all: 0.2035 (0.2137) loss_rec_sfr: 0.2608 (0.2722) loss_cl: -0.2785 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [19:57:48.540449] Epoch: [362] [2220/2904] eta: 0:08:35 lr: 0.001481 loss: 0.1793 (0.1878) loss_rec_all: 0.2052 (0.2137) loss_rec_sfr: 0.2578 (0.2723) loss_cl: -0.2791 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [19:58:03.452699] Epoch: [362] [2240/2904] eta: 0:08:20 lr: 0.001481 loss: 0.1783 (0.1877) loss_rec_all: 0.2043 (0.2137) loss_rec_sfr: 0.2512 (0.2721) loss_cl: -0.2794 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [19:58:18.361875] Epoch: [362] [2260/2904] eta: 0:08:05 lr: 0.001481 loss: 0.1825 (0.1878) loss_rec_all: 0.2085 (0.2138) loss_rec_sfr: 0.2642 (0.2724) loss_cl: -0.2788 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [19:58:33.272597] Epoch: [362] [2280/2904] eta: 0:07:50 lr: 0.001481 loss: 0.1758 (0.1877) loss_rec_all: 0.2024 (0.2137) loss_rec_sfr: 0.2511 (0.2722) loss_cl: -0.2793 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [19:58:48.184413] Epoch: [362] [2300/2904] eta: 0:07:34 lr: 0.001481 loss: 0.1793 (0.1878) loss_rec_all: 0.2057 (0.2137) loss_rec_sfr: 0.2507 (0.2723) loss_cl: -0.2789 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [19:59:03.098205] Epoch: [362] [2320/2904] eta: 0:07:19 lr: 0.001481 loss: 0.1793 (0.1878) loss_rec_all: 0.2057 (0.2138) loss_rec_sfr: 0.2577 (0.2724) loss_cl: -0.2787 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [19:59:18.010426] Epoch: [362] [2340/2904] eta: 0:07:04 lr: 0.001481 loss: 0.1790 (0.1878) loss_rec_all: 0.2050 (0.2138) loss_rec_sfr: 0.2538 (0.2724) loss_cl: -0.2786 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [19:59:32.923950] Epoch: [362] [2360/2904] eta: 0:06:49 lr: 0.001481 loss: 0.1736 (0.1877) loss_rec_all: 0.1999 (0.2137) loss_rec_sfr: 0.2515 (0.2723) loss_cl: -0.2779 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [19:59:47.832825] Epoch: [362] [2380/2904] eta: 0:06:34 lr: 0.001481 loss: 0.1780 (0.1877) loss_rec_all: 0.2040 (0.2137) loss_rec_sfr: 0.2504 (0.2722) loss_cl: -0.2778 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [20:00:02.740147] Epoch: [362] [2400/2904] eta: 0:06:19 lr: 0.001481 loss: 0.1780 (0.1877) loss_rec_all: 0.2041 (0.2136) loss_rec_sfr: 0.2469 (0.2720) loss_cl: -0.2792 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [20:00:17.656083] Epoch: [362] [2420/2904] eta: 0:06:04 lr: 0.001481 loss: 0.1807 (0.1877) loss_rec_all: 0.2075 (0.2137) loss_rec_sfr: 0.2649 (0.2722) loss_cl: -0.2805 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [20:00:32.561375] Epoch: [362] [2440/2904] eta: 0:05:49 lr: 0.001481 loss: 0.1776 (0.1877) loss_rec_all: 0.2038 (0.2137) loss_rec_sfr: 0.2626 (0.2724) loss_cl: -0.2799 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [20:00:47.478882] Epoch: [362] [2460/2904] eta: 0:05:34 lr: 0.001481 loss: 0.1768 (0.1878) loss_rec_all: 0.2028 (0.2137) loss_rec_sfr: 0.2542 (0.2725) loss_cl: -0.2789 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [20:01:02.396266] Epoch: [362] [2480/2904] eta: 0:05:19 lr: 0.001481 loss: 0.1791 (0.1877) loss_rec_all: 0.2052 (0.2137) loss_rec_sfr: 0.2547 (0.2724) loss_cl: -0.2790 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [20:01:17.310747] Epoch: [362] [2500/2904] eta: 0:05:04 lr: 0.001481 loss: 0.1837 (0.1878) loss_rec_all: 0.2098 (0.2138) loss_rec_sfr: 0.2596 (0.2726) loss_cl: -0.2793 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [20:01:32.225954] Epoch: [362] [2520/2904] eta: 0:04:48 lr: 0.001481 loss: 0.1787 (0.1878) loss_rec_all: 0.2052 (0.2138) loss_rec_sfr: 0.2481 (0.2726) loss_cl: -0.2790 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [20:01:47.139747] Epoch: [362] [2540/2904] eta: 0:04:33 lr: 0.001481 loss: 0.1804 (0.1878) loss_rec_all: 0.2067 (0.2138) loss_rec_sfr: 0.2564 (0.2727) loss_cl: -0.2790 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [20:02:02.056419] Epoch: [362] [2560/2904] eta: 0:04:18 lr: 0.001481 loss: 0.1789 (0.1878) loss_rec_all: 0.2053 (0.2138) loss_rec_sfr: 0.2517 (0.2727) loss_cl: -0.2790 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [20:02:16.974829] Epoch: [362] [2580/2904] eta: 0:04:03 lr: 0.001481 loss: 0.1768 (0.1878) loss_rec_all: 0.2029 (0.2137) loss_rec_sfr: 0.2539 (0.2726) loss_cl: -0.2789 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [20:02:31.888703] Epoch: [362] [2600/2904] eta: 0:03:48 lr: 0.001481 loss: 0.1735 (0.1877) loss_rec_all: 0.1999 (0.2137) loss_rec_sfr: 0.2564 (0.2726) loss_cl: -0.2793 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [20:02:46.802146] Epoch: [362] [2620/2904] eta: 0:03:33 lr: 0.001481 loss: 0.1797 (0.1878) loss_rec_all: 0.2058 (0.2138) loss_rec_sfr: 0.2543 (0.2727) loss_cl: -0.2793 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [20:03:01.706634] Epoch: [362] [2640/2904] eta: 0:03:18 lr: 0.001481 loss: 0.1830 (0.1879) loss_rec_all: 0.2087 (0.2138) loss_rec_sfr: 0.2712 (0.2730) loss_cl: -0.2787 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [20:03:16.615766] Epoch: [362] [2660/2904] eta: 0:03:03 lr: 0.001481 loss: 0.1782 (0.1879) loss_rec_all: 0.2041 (0.2138) loss_rec_sfr: 0.2600 (0.2730) loss_cl: -0.2785 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [20:03:31.526426] Epoch: [362] [2680/2904] eta: 0:02:48 lr: 0.001481 loss: 0.1795 (0.1879) loss_rec_all: 0.2056 (0.2139) loss_rec_sfr: 0.2697 (0.2732) loss_cl: -0.2790 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [20:03:46.440972] Epoch: [362] [2700/2904] eta: 0:02:33 lr: 0.001480 loss: 0.1801 (0.1879) loss_rec_all: 0.2063 (0.2139) loss_rec_sfr: 0.2585 (0.2734) loss_cl: -0.2790 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [20:04:01.352988] Epoch: [362] [2720/2904] eta: 0:02:18 lr: 0.001480 loss: 0.1790 (0.1880) loss_rec_all: 0.2050 (0.2140) loss_rec_sfr: 0.2628 (0.2736) loss_cl: -0.2792 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [20:04:16.267393] Epoch: [362] [2740/2904] eta: 0:02:03 lr: 0.001480 loss: 0.1781 (0.1881) loss_rec_all: 0.2041 (0.2140) loss_rec_sfr: 0.2686 (0.2739) loss_cl: -0.2801 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [20:04:31.185895] Epoch: [362] [2760/2904] eta: 0:01:48 lr: 0.001480 loss: 0.1798 (0.1881) loss_rec_all: 0.2060 (0.2141) loss_rec_sfr: 0.2628 (0.2742) loss_cl: -0.2796 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [20:04:46.107406] Epoch: [362] [2780/2904] eta: 0:01:33 lr: 0.001480 loss: 0.1745 (0.1881) loss_rec_all: 0.2006 (0.2141) loss_rec_sfr: 0.2477 (0.2741) loss_cl: -0.2790 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [20:05:01.026212] Epoch: [362] [2800/2904] eta: 0:01:18 lr: 0.001480 loss: 0.1790 (0.1881) loss_rec_all: 0.2049 (0.2141) loss_rec_sfr: 0.2568 (0.2741) loss_cl: -0.2793 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [20:05:15.941778] Epoch: [362] [2820/2904] eta: 0:01:03 lr: 0.001480 loss: 0.1776 (0.1881) loss_rec_all: 0.2036 (0.2140) loss_rec_sfr: 0.2556 (0.2739) loss_cl: -0.2783 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [20:05:30.889358] Epoch: [362] [2840/2904] eta: 0:00:48 lr: 0.001480 loss: 0.1797 (0.1880) loss_rec_all: 0.2059 (0.2140) loss_rec_sfr: 0.2621 (0.2739) loss_cl: -0.2795 (-0.2789) time: 0.7473 data: 0.0023 max mem: 29860 [20:05:45.790587] Epoch: [362] [2860/2904] eta: 0:00:33 lr: 0.001480 loss: 0.1792 (0.1880) loss_rec_all: 0.2053 (0.2140) loss_rec_sfr: 0.2554 (0.2739) loss_cl: -0.2800 (-0.2789) time: 0.7450 data: 0.0001 max mem: 29860 [20:06:00.690043] Epoch: [362] [2880/2904] eta: 0:00:18 lr: 0.001480 loss: 0.1797 (0.1880) loss_rec_all: 0.2059 (0.2140) loss_rec_sfr: 0.2575 (0.2739) loss_cl: -0.2787 (-0.2789) time: 0.7449 data: 0.0001 max mem: 29860 [20:06:15.590014] Epoch: [362] [2900/2904] eta: 0:00:03 lr: 0.001480 loss: 0.1770 (0.1880) loss_rec_all: 0.2033 (0.2140) loss_rec_sfr: 0.2530 (0.2738) loss_cl: -0.2782 (-0.2789) time: 0.7450 data: 0.0001 max mem: 29860 [20:06:17.833709] Epoch: [362] [2903/2904] eta: 0:00:00 lr: 0.001480 loss: 0.1773 (0.1880) loss_rec_all: 0.2035 (0.2140) loss_rec_sfr: 0.2501 (0.2738) loss_cl: -0.2782 (-0.2789) time: 0.7450 data: 0.0001 max mem: 29860 [20:06:19.913421] Epoch: [362] Total time: 0:36:25 (0.7524 s / it) [20:06:19.915447] Averaged stats: lr: 0.001480 loss: 0.1773 (0.1904) loss_rec_all: 0.2035 (0.2140) loss_rec_sfr: 0.2501 (0.2743) loss_cl: -0.2782 (-0.2557) [20:06:19.920448] log_dir: ./checkpoint/VF2_ViT-B [20:06:36.953276] Epoch: [363] [ 0/2904] eta: 13:44:18 lr: 0.001480 loss: 0.2500 (0.2500) loss_rec_all: 0.2744 (0.2744) loss_rec_sfr: 0.4801 (0.4801) loss_cl: -0.2779 (-0.2779) time: 17.0312 data: 10.8246 max mem: 29860 [20:06:52.730469] Epoch: [363] [ 20/2904] eta: 1:15:05 lr: 0.001480 loss: 0.1744 (0.1897) loss_rec_all: 0.2010 (0.2156) loss_rec_sfr: 0.2544 (0.2851) loss_cl: -0.2789 (-0.2786) time: 0.7888 data: 0.0002 max mem: 29860 [20:07:07.633331] Epoch: [363] [ 40/2904] eta: 0:55:32 lr: 0.001480 loss: 0.1783 (0.1887) loss_rec_all: 0.2047 (0.2146) loss_rec_sfr: 0.2556 (0.2796) loss_cl: -0.2786 (-0.2787) time: 0.7451 data: 0.0002 max mem: 29860 [20:07:22.551817] Epoch: [363] [ 60/2904] eta: 0:48:39 lr: 0.001480 loss: 0.1777 (0.1876) loss_rec_all: 0.2043 (0.2135) loss_rec_sfr: 0.2573 (0.2738) loss_cl: -0.2794 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [20:07:37.465413] Epoch: [363] [ 80/2904] eta: 0:45:03 lr: 0.001480 loss: 0.1759 (0.1866) loss_rec_all: 0.2025 (0.2126) loss_rec_sfr: 0.2630 (0.2723) loss_cl: -0.2792 (-0.2790) time: 0.7456 data: 0.0002 max mem: 29860 [20:07:52.392556] Epoch: [363] [ 100/2904] eta: 0:42:47 lr: 0.001480 loss: 0.1768 (0.1862) loss_rec_all: 0.2028 (0.2122) loss_rec_sfr: 0.2628 (0.2733) loss_cl: -0.2788 (-0.2790) time: 0.7463 data: 0.0002 max mem: 29860 [20:08:07.336163] Epoch: [363] [ 120/2904] eta: 0:41:11 lr: 0.001480 loss: 0.1832 (0.1885) loss_rec_all: 0.2097 (0.2144) loss_rec_sfr: 0.2723 (0.2808) loss_cl: -0.2784 (-0.2789) time: 0.7471 data: 0.0002 max mem: 29860 [20:08:22.299878] Epoch: [363] [ 140/2904] eta: 0:39:58 lr: 0.001480 loss: 0.1771 (0.1893) loss_rec_all: 0.2032 (0.2152) loss_rec_sfr: 0.2580 (0.2836) loss_cl: -0.2785 (-0.2789) time: 0.7481 data: 0.0002 max mem: 29860 [20:08:37.265363] Epoch: [363] [ 160/2904] eta: 0:39:00 lr: 0.001480 loss: 0.1802 (0.1895) loss_rec_all: 0.2066 (0.2154) loss_rec_sfr: 0.2541 (0.2836) loss_cl: -0.2789 (-0.2788) time: 0.7482 data: 0.0002 max mem: 29860 [20:08:52.253787] Epoch: [363] [ 180/2904] eta: 0:38:12 lr: 0.001480 loss: 0.1848 (0.1902) loss_rec_all: 0.2107 (0.2161) loss_rec_sfr: 0.2634 (0.2856) loss_cl: -0.2789 (-0.2788) time: 0.7494 data: 0.0002 max mem: 29860 [20:09:07.217970] Epoch: [363] [ 200/2904] eta: 0:37:30 lr: 0.001480 loss: 0.1782 (0.1900) loss_rec_all: 0.2044 (0.2159) loss_rec_sfr: 0.2527 (0.2841) loss_cl: -0.2794 (-0.2788) time: 0.7482 data: 0.0002 max mem: 29860 [20:09:22.391866] Epoch: [363] [ 220/2904] eta: 0:36:55 lr: 0.001480 loss: 0.1778 (0.1895) loss_rec_all: 0.2039 (0.2154) loss_rec_sfr: 0.2501 (0.2818) loss_cl: -0.2787 (-0.2788) time: 0.7587 data: 0.0002 max mem: 29860 [20:09:37.339335] Epoch: [363] [ 240/2904] eta: 0:36:22 lr: 0.001480 loss: 0.1770 (0.1889) loss_rec_all: 0.2030 (0.2149) loss_rec_sfr: 0.2525 (0.2798) loss_cl: -0.2790 (-0.2788) time: 0.7473 data: 0.0003 max mem: 29860 [20:09:52.304223] Epoch: [363] [ 260/2904] eta: 0:35:51 lr: 0.001480 loss: 0.1817 (0.1889) loss_rec_all: 0.2077 (0.2148) loss_rec_sfr: 0.2636 (0.2792) loss_cl: -0.2790 (-0.2789) time: 0.7482 data: 0.0002 max mem: 29860 [20:10:07.239360] Epoch: [363] [ 280/2904] eta: 0:35:22 lr: 0.001480 loss: 0.1758 (0.1887) loss_rec_all: 0.2023 (0.2147) loss_rec_sfr: 0.2523 (0.2785) loss_cl: -0.2787 (-0.2789) time: 0.7467 data: 0.0002 max mem: 29860 [20:10:22.157903] Epoch: [363] [ 300/2904] eta: 0:34:55 lr: 0.001480 loss: 0.1794 (0.1891) loss_rec_all: 0.2059 (0.2150) loss_rec_sfr: 0.2627 (0.2794) loss_cl: -0.2781 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [20:10:37.073019] Epoch: [363] [ 320/2904] eta: 0:34:29 lr: 0.001480 loss: 0.1761 (0.1886) loss_rec_all: 0.2025 (0.2146) loss_rec_sfr: 0.2560 (0.2783) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [20:10:51.985542] Epoch: [363] [ 340/2904] eta: 0:34:05 lr: 0.001480 loss: 0.1757 (0.1884) loss_rec_all: 0.2021 (0.2143) loss_rec_sfr: 0.2500 (0.2777) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [20:11:06.903309] Epoch: [363] [ 360/2904] eta: 0:33:42 lr: 0.001480 loss: 0.1781 (0.1886) loss_rec_all: 0.2046 (0.2146) loss_rec_sfr: 0.2500 (0.2781) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [20:11:21.815607] Epoch: [363] [ 380/2904] eta: 0:33:19 lr: 0.001480 loss: 0.1769 (0.1883) loss_rec_all: 0.2035 (0.2143) loss_rec_sfr: 0.2555 (0.2771) loss_cl: -0.2793 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [20:11:36.734268] Epoch: [363] [ 400/2904] eta: 0:32:58 lr: 0.001479 loss: 0.1764 (0.1880) loss_rec_all: 0.2030 (0.2139) loss_rec_sfr: 0.2191 (0.2749) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [20:11:51.650366] Epoch: [363] [ 420/2904] eta: 0:32:37 lr: 0.001479 loss: 0.1787 (0.1880) loss_rec_all: 0.2048 (0.2140) loss_rec_sfr: 0.2537 (0.2754) loss_cl: -0.2793 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [20:12:06.567507] Epoch: [363] [ 440/2904] eta: 0:32:16 lr: 0.001479 loss: 0.1758 (0.1877) loss_rec_all: 0.2019 (0.2137) loss_rec_sfr: 0.2572 (0.2744) loss_cl: -0.2793 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [20:12:21.480248] Epoch: [363] [ 460/2904] eta: 0:31:56 lr: 0.001479 loss: 0.1760 (0.1878) loss_rec_all: 0.2020 (0.2138) loss_rec_sfr: 0.2527 (0.2749) loss_cl: -0.2798 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [20:12:36.388851] Epoch: [363] [ 480/2904] eta: 0:31:37 lr: 0.001479 loss: 0.1777 (0.1881) loss_rec_all: 0.2036 (0.2140) loss_rec_sfr: 0.2592 (0.2762) loss_cl: -0.2781 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [20:12:51.302432] Epoch: [363] [ 500/2904] eta: 0:31:17 lr: 0.001479 loss: 0.1799 (0.1885) loss_rec_all: 0.2062 (0.2145) loss_rec_sfr: 0.2673 (0.2777) loss_cl: -0.2781 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [20:13:06.225988] Epoch: [363] [ 520/2904] eta: 0:30:59 lr: 0.001479 loss: 0.1785 (0.1883) loss_rec_all: 0.2044 (0.2142) loss_rec_sfr: 0.2674 (0.2769) loss_cl: -0.2786 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [20:13:21.136943] Epoch: [363] [ 540/2904] eta: 0:30:40 lr: 0.001479 loss: 0.1741 (0.1879) loss_rec_all: 0.2001 (0.2138) loss_rec_sfr: 0.2436 (0.2756) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [20:13:36.055185] Epoch: [363] [ 560/2904] eta: 0:30:22 lr: 0.001479 loss: 0.1758 (0.1880) loss_rec_all: 0.2022 (0.2140) loss_rec_sfr: 0.2516 (0.2759) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [20:13:50.969456] Epoch: [363] [ 580/2904] eta: 0:30:04 lr: 0.001479 loss: 0.1822 (0.1883) loss_rec_all: 0.2083 (0.2143) loss_rec_sfr: 0.2561 (0.2767) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [20:14:05.883884] Epoch: [363] [ 600/2904] eta: 0:29:46 lr: 0.001479 loss: 0.1770 (0.1881) loss_rec_all: 0.2031 (0.2140) loss_rec_sfr: 0.2539 (0.2761) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [20:14:20.795930] Epoch: [363] [ 620/2904] eta: 0:29:28 lr: 0.001479 loss: 0.1787 (0.1882) loss_rec_all: 0.2053 (0.2142) loss_rec_sfr: 0.2576 (0.2764) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [20:14:35.720357] Epoch: [363] [ 640/2904] eta: 0:29:11 lr: 0.001479 loss: 0.1782 (0.1883) loss_rec_all: 0.2045 (0.2142) loss_rec_sfr: 0.2548 (0.2761) loss_cl: -0.2786 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [20:14:50.644024] Epoch: [363] [ 660/2904] eta: 0:28:53 lr: 0.001479 loss: 0.1771 (0.1884) loss_rec_all: 0.2036 (0.2143) loss_rec_sfr: 0.2547 (0.2765) loss_cl: -0.2794 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [20:15:05.562980] Epoch: [363] [ 680/2904] eta: 0:28:36 lr: 0.001479 loss: 0.1767 (0.1883) loss_rec_all: 0.2027 (0.2142) loss_rec_sfr: 0.2594 (0.2760) loss_cl: -0.2799 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [20:15:20.478009] Epoch: [363] [ 700/2904] eta: 0:28:19 lr: 0.001479 loss: 0.1831 (0.1886) loss_rec_all: 0.2090 (0.2145) loss_rec_sfr: 0.2565 (0.2770) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [20:15:35.395084] Epoch: [363] [ 720/2904] eta: 0:28:02 lr: 0.001479 loss: 0.1757 (0.1885) loss_rec_all: 0.2021 (0.2144) loss_rec_sfr: 0.2447 (0.2765) loss_cl: -0.2783 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [20:15:50.309060] Epoch: [363] [ 740/2904] eta: 0:27:45 lr: 0.001479 loss: 0.1778 (0.1884) loss_rec_all: 0.2040 (0.2143) loss_rec_sfr: 0.2484 (0.2758) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [20:16:05.220223] Epoch: [363] [ 760/2904] eta: 0:27:28 lr: 0.001479 loss: 0.1755 (0.1883) loss_rec_all: 0.2018 (0.2142) loss_rec_sfr: 0.2558 (0.2756) loss_cl: -0.2797 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [20:16:20.136850] Epoch: [363] [ 780/2904] eta: 0:27:12 lr: 0.001479 loss: 0.1815 (0.1884) loss_rec_all: 0.2074 (0.2143) loss_rec_sfr: 0.2621 (0.2758) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [20:16:35.057788] Epoch: [363] [ 800/2904] eta: 0:26:55 lr: 0.001479 loss: 0.1749 (0.1882) loss_rec_all: 0.2013 (0.2141) loss_rec_sfr: 0.2519 (0.2751) loss_cl: -0.2792 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [20:16:49.976157] Epoch: [363] [ 820/2904] eta: 0:26:39 lr: 0.001479 loss: 0.1815 (0.1882) loss_rec_all: 0.2075 (0.2141) loss_rec_sfr: 0.2569 (0.2751) loss_cl: -0.2782 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [20:17:04.901751] Epoch: [363] [ 840/2904] eta: 0:26:22 lr: 0.001479 loss: 0.1784 (0.1881) loss_rec_all: 0.2044 (0.2141) loss_rec_sfr: 0.2536 (0.2749) loss_cl: -0.2777 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [20:17:19.824482] Epoch: [363] [ 860/2904] eta: 0:26:06 lr: 0.001479 loss: 0.1808 (0.1881) loss_rec_all: 0.2068 (0.2141) loss_rec_sfr: 0.2631 (0.2750) loss_cl: -0.2789 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [20:17:34.746171] Epoch: [363] [ 880/2904] eta: 0:25:50 lr: 0.001479 loss: 0.1743 (0.1880) loss_rec_all: 0.2008 (0.2140) loss_rec_sfr: 0.2549 (0.2746) loss_cl: -0.2796 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [20:17:49.667448] Epoch: [363] [ 900/2904] eta: 0:25:34 lr: 0.001479 loss: 0.1752 (0.1879) loss_rec_all: 0.2014 (0.2138) loss_rec_sfr: 0.2567 (0.2744) loss_cl: -0.2798 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [20:18:04.589687] Epoch: [363] [ 920/2904] eta: 0:25:17 lr: 0.001479 loss: 0.1767 (0.1879) loss_rec_all: 0.2028 (0.2139) loss_rec_sfr: 0.2571 (0.2746) loss_cl: -0.2791 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [20:18:19.510967] Epoch: [363] [ 940/2904] eta: 0:25:01 lr: 0.001479 loss: 0.1796 (0.1880) loss_rec_all: 0.2060 (0.2139) loss_rec_sfr: 0.2605 (0.2748) loss_cl: -0.2790 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [20:18:34.432176] Epoch: [363] [ 960/2904] eta: 0:24:45 lr: 0.001479 loss: 0.1792 (0.1880) loss_rec_all: 0.2053 (0.2139) loss_rec_sfr: 0.2655 (0.2751) loss_cl: -0.2779 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [20:18:49.349374] Epoch: [363] [ 980/2904] eta: 0:24:29 lr: 0.001479 loss: 0.1818 (0.1881) loss_rec_all: 0.2078 (0.2140) loss_rec_sfr: 0.2530 (0.2751) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [20:19:04.264763] Epoch: [363] [1000/2904] eta: 0:24:13 lr: 0.001478 loss: 0.1774 (0.1879) loss_rec_all: 0.2036 (0.2138) loss_rec_sfr: 0.2598 (0.2747) loss_cl: -0.2803 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [20:19:19.184469] Epoch: [363] [1020/2904] eta: 0:23:57 lr: 0.001478 loss: 0.1784 (0.1878) loss_rec_all: 0.2047 (0.2138) loss_rec_sfr: 0.2553 (0.2743) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [20:19:34.102511] Epoch: [363] [1040/2904] eta: 0:23:41 lr: 0.001478 loss: 0.1778 (0.1879) loss_rec_all: 0.2044 (0.2139) loss_rec_sfr: 0.2566 (0.2747) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [20:19:49.017166] Epoch: [363] [1060/2904] eta: 0:23:26 lr: 0.001478 loss: 0.1784 (0.1880) loss_rec_all: 0.2050 (0.2139) loss_rec_sfr: 0.2570 (0.2748) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [20:20:03.943934] Epoch: [363] [1080/2904] eta: 0:23:10 lr: 0.001478 loss: 0.1810 (0.1880) loss_rec_all: 0.2072 (0.2140) loss_rec_sfr: 0.2543 (0.2748) loss_cl: -0.2791 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [20:20:18.863917] Epoch: [363] [1100/2904] eta: 0:22:54 lr: 0.001478 loss: 0.1766 (0.1880) loss_rec_all: 0.2029 (0.2139) loss_rec_sfr: 0.2317 (0.2744) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [20:20:33.782018] Epoch: [363] [1120/2904] eta: 0:22:38 lr: 0.001478 loss: 0.1755 (0.1879) loss_rec_all: 0.2020 (0.2138) loss_rec_sfr: 0.2623 (0.2741) loss_cl: -0.2784 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [20:20:48.705683] Epoch: [363] [1140/2904] eta: 0:22:23 lr: 0.001478 loss: 0.1748 (0.1878) loss_rec_all: 0.2009 (0.2137) loss_rec_sfr: 0.2486 (0.2738) loss_cl: -0.2789 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [20:21:03.623381] Epoch: [363] [1160/2904] eta: 0:22:07 lr: 0.001478 loss: 0.1789 (0.1878) loss_rec_all: 0.2055 (0.2137) loss_rec_sfr: 0.2625 (0.2738) loss_cl: -0.2795 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [20:21:18.537975] Epoch: [363] [1180/2904] eta: 0:21:51 lr: 0.001478 loss: 0.1760 (0.1877) loss_rec_all: 0.2024 (0.2137) loss_rec_sfr: 0.2464 (0.2738) loss_cl: -0.2796 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [20:21:33.458278] Epoch: [363] [1200/2904] eta: 0:21:36 lr: 0.001478 loss: 0.1782 (0.1878) loss_rec_all: 0.2043 (0.2137) loss_rec_sfr: 0.2315 (0.2737) loss_cl: -0.2790 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [20:21:48.373938] Epoch: [363] [1220/2904] eta: 0:21:20 lr: 0.001478 loss: 0.1763 (0.1877) loss_rec_all: 0.2029 (0.2137) loss_rec_sfr: 0.2582 (0.2737) loss_cl: -0.2794 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [20:22:03.294034] Epoch: [363] [1240/2904] eta: 0:21:04 lr: 0.001478 loss: 0.1776 (0.1878) loss_rec_all: 0.2039 (0.2137) loss_rec_sfr: 0.2534 (0.2738) loss_cl: -0.2789 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [20:22:18.210059] Epoch: [363] [1260/2904] eta: 0:20:49 lr: 0.001478 loss: 0.1769 (0.1878) loss_rec_all: 0.2029 (0.2137) loss_rec_sfr: 0.2609 (0.2739) loss_cl: -0.2792 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [20:22:33.129677] Epoch: [363] [1280/2904] eta: 0:20:33 lr: 0.001478 loss: 0.1765 (0.1878) loss_rec_all: 0.2031 (0.2137) loss_rec_sfr: 0.2471 (0.2738) loss_cl: -0.2794 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [20:22:48.048457] Epoch: [363] [1300/2904] eta: 0:20:18 lr: 0.001478 loss: 0.1763 (0.1878) loss_rec_all: 0.2026 (0.2138) loss_rec_sfr: 0.2527 (0.2738) loss_cl: -0.2798 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [20:23:02.964639] Epoch: [363] [1320/2904] eta: 0:20:02 lr: 0.001478 loss: 0.1840 (0.1878) loss_rec_all: 0.2100 (0.2138) loss_rec_sfr: 0.2571 (0.2737) loss_cl: -0.2788 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [20:23:17.878962] Epoch: [363] [1340/2904] eta: 0:19:47 lr: 0.001478 loss: 0.1772 (0.1877) loss_rec_all: 0.2039 (0.2137) loss_rec_sfr: 0.2531 (0.2735) loss_cl: -0.2788 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [20:23:32.796930] Epoch: [363] [1360/2904] eta: 0:19:31 lr: 0.001478 loss: 0.1741 (0.1876) loss_rec_all: 0.1999 (0.2136) loss_rec_sfr: 0.2572 (0.2732) loss_cl: -0.2781 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [20:23:47.715213] Epoch: [363] [1380/2904] eta: 0:19:16 lr: 0.001478 loss: 0.1742 (0.1875) loss_rec_all: 0.2007 (0.2135) loss_rec_sfr: 0.2137 (0.2727) loss_cl: -0.2788 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [20:24:02.634797] Epoch: [363] [1400/2904] eta: 0:19:00 lr: 0.001478 loss: 0.1756 (0.1875) loss_rec_all: 0.2019 (0.2135) loss_rec_sfr: 0.2617 (0.2727) loss_cl: -0.2790 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [20:24:17.557498] Epoch: [363] [1420/2904] eta: 0:18:45 lr: 0.001478 loss: 0.1741 (0.1875) loss_rec_all: 0.2003 (0.2135) loss_rec_sfr: 0.2508 (0.2728) loss_cl: -0.2791 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [20:24:32.475240] Epoch: [363] [1440/2904] eta: 0:18:29 lr: 0.001478 loss: 0.1803 (0.1876) loss_rec_all: 0.2062 (0.2135) loss_rec_sfr: 0.2610 (0.2730) loss_cl: -0.2792 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [20:24:47.391919] Epoch: [363] [1460/2904] eta: 0:18:14 lr: 0.001478 loss: 0.1787 (0.1876) loss_rec_all: 0.2049 (0.2135) loss_rec_sfr: 0.2482 (0.2729) loss_cl: -0.2796 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [20:25:02.305998] Epoch: [363] [1480/2904] eta: 0:17:59 lr: 0.001478 loss: 0.1787 (0.1876) loss_rec_all: 0.2053 (0.2135) loss_rec_sfr: 0.2151 (0.2727) loss_cl: -0.2795 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [20:25:17.227061] Epoch: [363] [1500/2904] eta: 0:17:43 lr: 0.001478 loss: 0.1755 (0.1875) loss_rec_all: 0.2021 (0.2135) loss_rec_sfr: 0.2538 (0.2724) loss_cl: -0.2790 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [20:25:32.135366] Epoch: [363] [1520/2904] eta: 0:17:28 lr: 0.001478 loss: 0.1757 (0.1874) loss_rec_all: 0.2017 (0.2133) loss_rec_sfr: 0.2527 (0.2720) loss_cl: -0.2789 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [20:25:47.046879] Epoch: [363] [1540/2904] eta: 0:17:13 lr: 0.001478 loss: 0.1750 (0.1873) loss_rec_all: 0.2012 (0.2133) loss_rec_sfr: 0.2166 (0.2717) loss_cl: -0.2784 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [20:26:01.958847] Epoch: [363] [1560/2904] eta: 0:16:57 lr: 0.001478 loss: 0.1778 (0.1872) loss_rec_all: 0.2041 (0.2132) loss_rec_sfr: 0.2658 (0.2716) loss_cl: -0.2789 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [20:26:16.881509] Epoch: [363] [1580/2904] eta: 0:16:42 lr: 0.001478 loss: 0.1797 (0.1873) loss_rec_all: 0.2061 (0.2133) loss_rec_sfr: 0.2579 (0.2718) loss_cl: -0.2791 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [20:26:31.799459] Epoch: [363] [1600/2904] eta: 0:16:27 lr: 0.001477 loss: 0.1746 (0.1874) loss_rec_all: 0.2010 (0.2133) loss_rec_sfr: 0.2521 (0.2720) loss_cl: -0.2797 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [20:26:46.719131] Epoch: [363] [1620/2904] eta: 0:16:11 lr: 0.001477 loss: 0.1765 (0.1873) loss_rec_all: 0.2028 (0.2133) loss_rec_sfr: 0.2533 (0.2718) loss_cl: -0.2793 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [20:27:01.635882] Epoch: [363] [1640/2904] eta: 0:15:56 lr: 0.001477 loss: 0.1768 (0.1872) loss_rec_all: 0.2030 (0.2132) loss_rec_sfr: 0.2589 (0.2716) loss_cl: -0.2793 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [20:27:16.557739] Epoch: [363] [1660/2904] eta: 0:15:41 lr: 0.001477 loss: 0.1771 (0.1871) loss_rec_all: 0.2037 (0.2131) loss_rec_sfr: 0.2527 (0.2712) loss_cl: -0.2795 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [20:27:31.479308] Epoch: [363] [1680/2904] eta: 0:15:25 lr: 0.001477 loss: 0.1716 (0.1871) loss_rec_all: 0.1981 (0.2131) loss_rec_sfr: 0.2577 (0.2713) loss_cl: -0.2795 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [20:27:46.397761] Epoch: [363] [1700/2904] eta: 0:15:10 lr: 0.001477 loss: 0.1764 (0.1870) loss_rec_all: 0.2027 (0.2130) loss_rec_sfr: 0.2123 (0.2708) loss_cl: -0.2787 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [20:28:01.311598] Epoch: [363] [1720/2904] eta: 0:14:55 lr: 0.001477 loss: 0.1812 (0.1871) loss_rec_all: 0.2072 (0.2131) loss_rec_sfr: 0.2644 (0.2712) loss_cl: -0.2788 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [20:28:16.223854] Epoch: [363] [1740/2904] eta: 0:14:40 lr: 0.001477 loss: 0.1750 (0.1871) loss_rec_all: 0.2016 (0.2131) loss_rec_sfr: 0.2617 (0.2712) loss_cl: -0.2797 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [20:28:31.140187] Epoch: [363] [1760/2904] eta: 0:14:24 lr: 0.001477 loss: 0.1765 (0.1872) loss_rec_all: 0.2030 (0.2132) loss_rec_sfr: 0.2642 (0.2715) loss_cl: -0.2787 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [20:28:46.058654] Epoch: [363] [1780/2904] eta: 0:14:09 lr: 0.001477 loss: 0.1773 (0.1872) loss_rec_all: 0.2036 (0.2132) loss_rec_sfr: 0.2626 (0.2716) loss_cl: -0.2788 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [20:29:00.969423] Epoch: [363] [1800/2904] eta: 0:13:54 lr: 0.001477 loss: 0.1801 (0.1873) loss_rec_all: 0.2062 (0.2133) loss_rec_sfr: 0.2635 (0.2721) loss_cl: -0.2786 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [20:29:15.885514] Epoch: [363] [1820/2904] eta: 0:13:39 lr: 0.001477 loss: 0.1796 (0.1874) loss_rec_all: 0.2056 (0.2134) loss_rec_sfr: 0.2573 (0.2725) loss_cl: -0.2785 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [20:29:30.804396] Epoch: [363] [1840/2904] eta: 0:13:23 lr: 0.001477 loss: 0.1750 (0.1874) loss_rec_all: 0.2017 (0.2134) loss_rec_sfr: 0.2497 (0.2724) loss_cl: -0.2792 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [20:29:45.722418] Epoch: [363] [1860/2904] eta: 0:13:08 lr: 0.001477 loss: 0.1788 (0.1874) loss_rec_all: 0.2055 (0.2134) loss_rec_sfr: 0.2504 (0.2725) loss_cl: -0.2788 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [20:30:00.639287] Epoch: [363] [1880/2904] eta: 0:12:53 lr: 0.001477 loss: 0.1788 (0.1874) loss_rec_all: 0.2051 (0.2134) loss_rec_sfr: 0.2558 (0.2725) loss_cl: -0.2791 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [20:30:15.551428] Epoch: [363] [1900/2904] eta: 0:12:38 lr: 0.001477 loss: 0.1805 (0.1874) loss_rec_all: 0.2069 (0.2134) loss_rec_sfr: 0.2576 (0.2725) loss_cl: -0.2794 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [20:30:30.461319] Epoch: [363] [1920/2904] eta: 0:12:22 lr: 0.001477 loss: 0.1763 (0.1875) loss_rec_all: 0.2021 (0.2135) loss_rec_sfr: 0.2610 (0.2727) loss_cl: -0.2788 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [20:30:45.377998] Epoch: [363] [1940/2904] eta: 0:12:07 lr: 0.001477 loss: 0.1830 (0.1876) loss_rec_all: 0.2092 (0.2136) loss_rec_sfr: 0.2503 (0.2729) loss_cl: -0.2789 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [20:31:00.292402] Epoch: [363] [1960/2904] eta: 0:11:52 lr: 0.001477 loss: 0.1756 (0.1876) loss_rec_all: 0.2017 (0.2135) loss_rec_sfr: 0.2571 (0.2727) loss_cl: -0.2783 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [20:31:15.210663] Epoch: [363] [1980/2904] eta: 0:11:37 lr: 0.001477 loss: 0.1778 (0.1875) loss_rec_all: 0.2039 (0.2135) loss_rec_sfr: 0.2595 (0.2727) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [20:31:30.122348] Epoch: [363] [2000/2904] eta: 0:11:22 lr: 0.001477 loss: 0.1807 (0.1875) loss_rec_all: 0.2072 (0.2135) loss_rec_sfr: 0.2241 (0.2726) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [20:31:45.038181] Epoch: [363] [2020/2904] eta: 0:11:07 lr: 0.001477 loss: 0.1783 (0.1875) loss_rec_all: 0.2042 (0.2135) loss_rec_sfr: 0.2539 (0.2725) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [20:31:59.952147] Epoch: [363] [2040/2904] eta: 0:10:51 lr: 0.001477 loss: 0.1810 (0.1875) loss_rec_all: 0.2073 (0.2135) loss_rec_sfr: 0.2518 (0.2724) loss_cl: -0.2795 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [20:32:14.864740] Epoch: [363] [2060/2904] eta: 0:10:36 lr: 0.001477 loss: 0.1803 (0.1875) loss_rec_all: 0.2067 (0.2135) loss_rec_sfr: 0.2601 (0.2724) loss_cl: -0.2797 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [20:32:29.781586] Epoch: [363] [2080/2904] eta: 0:10:21 lr: 0.001477 loss: 0.1820 (0.1875) loss_rec_all: 0.2080 (0.2135) loss_rec_sfr: 0.2568 (0.2722) loss_cl: -0.2791 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [20:32:44.699752] Epoch: [363] [2100/2904] eta: 0:10:06 lr: 0.001477 loss: 0.1810 (0.1876) loss_rec_all: 0.2070 (0.2135) loss_rec_sfr: 0.2574 (0.2724) loss_cl: -0.2785 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [20:32:59.620836] Epoch: [363] [2120/2904] eta: 0:09:51 lr: 0.001477 loss: 0.1777 (0.1876) loss_rec_all: 0.2036 (0.2136) loss_rec_sfr: 0.2607 (0.2727) loss_cl: -0.2782 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [20:33:14.540102] Epoch: [363] [2140/2904] eta: 0:09:36 lr: 0.001477 loss: 0.1766 (0.1876) loss_rec_all: 0.2027 (0.2136) loss_rec_sfr: 0.2488 (0.2726) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [20:33:29.457934] Epoch: [363] [2160/2904] eta: 0:09:20 lr: 0.001477 loss: 0.1779 (0.1876) loss_rec_all: 0.2041 (0.2136) loss_rec_sfr: 0.2550 (0.2725) loss_cl: -0.2797 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [20:33:44.376871] Epoch: [363] [2180/2904] eta: 0:09:05 lr: 0.001477 loss: 0.1757 (0.1876) loss_rec_all: 0.2021 (0.2136) loss_rec_sfr: 0.2587 (0.2726) loss_cl: -0.2799 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [20:33:59.295723] Epoch: [363] [2200/2904] eta: 0:08:50 lr: 0.001476 loss: 0.1762 (0.1876) loss_rec_all: 0.2027 (0.2136) loss_rec_sfr: 0.2522 (0.2726) loss_cl: -0.2786 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [20:34:14.212869] Epoch: [363] [2220/2904] eta: 0:08:35 lr: 0.001476 loss: 0.1784 (0.1876) loss_rec_all: 0.2047 (0.2135) loss_rec_sfr: 0.2417 (0.2724) loss_cl: -0.2778 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [20:34:29.127826] Epoch: [363] [2240/2904] eta: 0:08:20 lr: 0.001476 loss: 0.1808 (0.1876) loss_rec_all: 0.2066 (0.2136) loss_rec_sfr: 0.2655 (0.2727) loss_cl: -0.2784 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [20:34:44.044345] Epoch: [363] [2260/2904] eta: 0:08:05 lr: 0.001476 loss: 0.1793 (0.1877) loss_rec_all: 0.2053 (0.2137) loss_rec_sfr: 0.2646 (0.2730) loss_cl: -0.2794 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [20:34:58.957043] Epoch: [363] [2280/2904] eta: 0:07:50 lr: 0.001476 loss: 0.1755 (0.1877) loss_rec_all: 0.2021 (0.2137) loss_rec_sfr: 0.2606 (0.2730) loss_cl: -0.2794 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [20:35:13.872265] Epoch: [363] [2300/2904] eta: 0:07:35 lr: 0.001476 loss: 0.1796 (0.1877) loss_rec_all: 0.2058 (0.2137) loss_rec_sfr: 0.2649 (0.2731) loss_cl: -0.2788 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [20:35:28.788970] Epoch: [363] [2320/2904] eta: 0:07:20 lr: 0.001476 loss: 0.1735 (0.1877) loss_rec_all: 0.1995 (0.2137) loss_rec_sfr: 0.2523 (0.2729) loss_cl: -0.2786 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [20:35:43.702175] Epoch: [363] [2340/2904] eta: 0:07:04 lr: 0.001476 loss: 0.1772 (0.1877) loss_rec_all: 0.2036 (0.2137) loss_rec_sfr: 0.2595 (0.2731) loss_cl: -0.2794 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [20:35:58.618526] Epoch: [363] [2360/2904] eta: 0:06:49 lr: 0.001476 loss: 0.1766 (0.1877) loss_rec_all: 0.2030 (0.2137) loss_rec_sfr: 0.2111 (0.2729) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [20:36:13.530550] Epoch: [363] [2380/2904] eta: 0:06:34 lr: 0.001476 loss: 0.1790 (0.1878) loss_rec_all: 0.2051 (0.2137) loss_rec_sfr: 0.2598 (0.2731) loss_cl: -0.2790 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [20:36:28.449270] Epoch: [363] [2400/2904] eta: 0:06:19 lr: 0.001476 loss: 0.1801 (0.1878) loss_rec_all: 0.2064 (0.2137) loss_rec_sfr: 0.2606 (0.2731) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [20:36:43.369039] Epoch: [363] [2420/2904] eta: 0:06:04 lr: 0.001476 loss: 0.1764 (0.1878) loss_rec_all: 0.2023 (0.2137) loss_rec_sfr: 0.2578 (0.2731) loss_cl: -0.2792 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [20:36:58.285971] Epoch: [363] [2440/2904] eta: 0:05:49 lr: 0.001476 loss: 0.1745 (0.1877) loss_rec_all: 0.2013 (0.2137) loss_rec_sfr: 0.2476 (0.2730) loss_cl: -0.2795 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [20:37:13.201504] Epoch: [363] [2460/2904] eta: 0:05:34 lr: 0.001476 loss: 0.1815 (0.1878) loss_rec_all: 0.2075 (0.2138) loss_rec_sfr: 0.2553 (0.2731) loss_cl: -0.2785 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [20:37:28.119840] Epoch: [363] [2480/2904] eta: 0:05:19 lr: 0.001476 loss: 0.1894 (0.1879) loss_rec_all: 0.2153 (0.2139) loss_rec_sfr: 0.2610 (0.2735) loss_cl: -0.2785 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [20:37:43.027251] Epoch: [363] [2500/2904] eta: 0:05:04 lr: 0.001476 loss: 0.1780 (0.1879) loss_rec_all: 0.2043 (0.2138) loss_rec_sfr: 0.2590 (0.2733) loss_cl: -0.2791 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [20:37:57.937675] Epoch: [363] [2520/2904] eta: 0:04:49 lr: 0.001476 loss: 0.1816 (0.1879) loss_rec_all: 0.2081 (0.2138) loss_rec_sfr: 0.2579 (0.2734) loss_cl: -0.2792 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [20:38:12.849937] Epoch: [363] [2540/2904] eta: 0:04:34 lr: 0.001476 loss: 0.1767 (0.1879) loss_rec_all: 0.2031 (0.2139) loss_rec_sfr: 0.2587 (0.2734) loss_cl: -0.2787 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [20:38:27.761182] Epoch: [363] [2560/2904] eta: 0:04:18 lr: 0.001476 loss: 0.1794 (0.1879) loss_rec_all: 0.2057 (0.2139) loss_rec_sfr: 0.2556 (0.2734) loss_cl: -0.2781 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [20:38:42.674875] Epoch: [363] [2580/2904] eta: 0:04:03 lr: 0.001476 loss: 0.1874 (0.1880) loss_rec_all: 0.2132 (0.2140) loss_rec_sfr: 0.2538 (0.2737) loss_cl: -0.2781 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [20:38:57.588394] Epoch: [363] [2600/2904] eta: 0:03:48 lr: 0.001476 loss: 0.1749 (0.1879) loss_rec_all: 0.2009 (0.2139) loss_rec_sfr: 0.2239 (0.2735) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [20:39:12.499047] Epoch: [363] [2620/2904] eta: 0:03:33 lr: 0.001476 loss: 0.1802 (0.1880) loss_rec_all: 0.2065 (0.2139) loss_rec_sfr: 0.2559 (0.2735) loss_cl: -0.2797 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [20:39:27.414007] Epoch: [363] [2640/2904] eta: 0:03:18 lr: 0.001476 loss: 0.1780 (0.1880) loss_rec_all: 0.2043 (0.2140) loss_rec_sfr: 0.2566 (0.2738) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [20:39:42.324977] Epoch: [363] [2660/2904] eta: 0:03:03 lr: 0.001476 loss: 0.1774 (0.1881) loss_rec_all: 0.2034 (0.2140) loss_rec_sfr: 0.2612 (0.2738) loss_cl: -0.2783 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [20:39:57.237002] Epoch: [363] [2680/2904] eta: 0:02:48 lr: 0.001476 loss: 0.1794 (0.1880) loss_rec_all: 0.2054 (0.2140) loss_rec_sfr: 0.2600 (0.2738) loss_cl: -0.2783 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [20:40:12.148872] Epoch: [363] [2700/2904] eta: 0:02:33 lr: 0.001476 loss: 0.1757 (0.1880) loss_rec_all: 0.2019 (0.2140) loss_rec_sfr: 0.2222 (0.2736) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [20:40:27.062443] Epoch: [363] [2720/2904] eta: 0:02:18 lr: 0.001476 loss: 0.1765 (0.1879) loss_rec_all: 0.2032 (0.2139) loss_rec_sfr: 0.2569 (0.2735) loss_cl: -0.2799 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [20:40:41.980760] Epoch: [363] [2740/2904] eta: 0:02:03 lr: 0.001476 loss: 0.1762 (0.1879) loss_rec_all: 0.2024 (0.2139) loss_rec_sfr: 0.2282 (0.2734) loss_cl: -0.2791 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [20:40:56.921509] Epoch: [363] [2760/2904] eta: 0:01:48 lr: 0.001476 loss: 0.1810 (0.1880) loss_rec_all: 0.2070 (0.2139) loss_rec_sfr: 0.2573 (0.2735) loss_cl: -0.2786 (-0.2788) time: 0.7470 data: 0.0002 max mem: 29860 [20:41:11.856915] Epoch: [363] [2780/2904] eta: 0:01:33 lr: 0.001476 loss: 0.1757 (0.1880) loss_rec_all: 0.2015 (0.2139) loss_rec_sfr: 0.2593 (0.2735) loss_cl: -0.2784 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [20:41:26.768446] Epoch: [363] [2800/2904] eta: 0:01:18 lr: 0.001475 loss: 0.1770 (0.1879) loss_rec_all: 0.2030 (0.2139) loss_rec_sfr: 0.2451 (0.2733) loss_cl: -0.2776 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [20:41:41.685153] Epoch: [363] [2820/2904] eta: 0:01:03 lr: 0.001475 loss: 0.1781 (0.1879) loss_rec_all: 0.2042 (0.2139) loss_rec_sfr: 0.2539 (0.2733) loss_cl: -0.2800 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [20:41:56.627397] Epoch: [363] [2840/2904] eta: 0:00:48 lr: 0.001475 loss: 0.1802 (0.1880) loss_rec_all: 0.2066 (0.2140) loss_rec_sfr: 0.2567 (0.2736) loss_cl: -0.2797 (-0.2789) time: 0.7471 data: 0.0023 max mem: 29860 [20:42:11.525796] Epoch: [363] [2860/2904] eta: 0:00:33 lr: 0.001475 loss: 0.1779 (0.1880) loss_rec_all: 0.2043 (0.2140) loss_rec_sfr: 0.2602 (0.2736) loss_cl: -0.2792 (-0.2789) time: 0.7449 data: 0.0001 max mem: 29860 [20:42:26.431211] Epoch: [363] [2880/2904] eta: 0:00:18 lr: 0.001475 loss: 0.1831 (0.1880) loss_rec_all: 0.2091 (0.2140) loss_rec_sfr: 0.2612 (0.2736) loss_cl: -0.2780 (-0.2788) time: 0.7452 data: 0.0001 max mem: 29860 [20:42:41.340701] Epoch: [363] [2900/2904] eta: 0:00:03 lr: 0.001475 loss: 0.1795 (0.1880) loss_rec_all: 0.2054 (0.2140) loss_rec_sfr: 0.2562 (0.2735) loss_cl: -0.2786 (-0.2788) time: 0.7454 data: 0.0001 max mem: 29860 [20:42:43.582261] Epoch: [363] [2903/2904] eta: 0:00:00 lr: 0.001475 loss: 0.1806 (0.1880) loss_rec_all: 0.2069 (0.2140) loss_rec_sfr: 0.2562 (0.2735) loss_cl: -0.2788 (-0.2788) time: 0.7454 data: 0.0001 max mem: 29860 [20:42:45.602764] Epoch: [363] Total time: 0:36:25 (0.7526 s / it) [20:42:45.615639] Averaged stats: lr: 0.001475 loss: 0.1806 (0.1905) loss_rec_all: 0.2069 (0.2142) loss_rec_sfr: 0.2562 (0.2745) loss_cl: -0.2788 (-0.2556) [20:42:45.620329] log_dir: ./checkpoint/VF2_ViT-B [20:43:02.996305] Epoch: [364] [ 0/2904] eta: 14:00:57 lr: 0.001475 loss: 0.1703 (0.1703) loss_rec_all: 0.1971 (0.1971) loss_rec_sfr: 0.1835 (0.1835) loss_cl: -0.2807 (-0.2807) time: 17.3751 data: 15.3206 max mem: 29860 [20:43:18.577881] Epoch: [364] [ 20/2904] eta: 1:15:25 lr: 0.001475 loss: 0.1835 (0.1948) loss_rec_all: 0.2097 (0.2206) loss_rec_sfr: 0.2658 (0.3012) loss_cl: -0.2792 (-0.2792) time: 0.7790 data: 0.0002 max mem: 29860 [20:43:33.482680] Epoch: [364] [ 40/2904] eta: 0:55:43 lr: 0.001475 loss: 0.1740 (0.1889) loss_rec_all: 0.2003 (0.2149) loss_rec_sfr: 0.2562 (0.2768) loss_cl: -0.2792 (-0.2792) time: 0.7452 data: 0.0002 max mem: 29860 [20:43:48.382389] Epoch: [364] [ 60/2904] eta: 0:48:45 lr: 0.001475 loss: 0.1801 (0.1887) loss_rec_all: 0.2066 (0.2147) loss_rec_sfr: 0.2594 (0.2773) loss_cl: -0.2794 (-0.2792) time: 0.7449 data: 0.0002 max mem: 29860 [20:44:03.297849] Epoch: [364] [ 80/2904] eta: 0:45:08 lr: 0.001475 loss: 0.1792 (0.1891) loss_rec_all: 0.2056 (0.2150) loss_rec_sfr: 0.2600 (0.2785) loss_cl: -0.2790 (-0.2792) time: 0.7457 data: 0.0002 max mem: 29860 [20:44:18.224845] Epoch: [364] [ 100/2904] eta: 0:42:50 lr: 0.001475 loss: 0.1812 (0.1902) loss_rec_all: 0.2073 (0.2161) loss_rec_sfr: 0.2561 (0.2813) loss_cl: -0.2785 (-0.2791) time: 0.7463 data: 0.0002 max mem: 29860 [20:44:33.167651] Epoch: [364] [ 120/2904] eta: 0:41:14 lr: 0.001475 loss: 0.1743 (0.1889) loss_rec_all: 0.2010 (0.2148) loss_rec_sfr: 0.2554 (0.2783) loss_cl: -0.2788 (-0.2790) time: 0.7471 data: 0.0002 max mem: 29860 [20:44:48.129954] Epoch: [364] [ 140/2904] eta: 0:40:01 lr: 0.001475 loss: 0.1763 (0.1877) loss_rec_all: 0.2023 (0.2137) loss_rec_sfr: 0.2552 (0.2749) loss_cl: -0.2789 (-0.2790) time: 0.7481 data: 0.0002 max mem: 29860 [20:45:03.088437] Epoch: [364] [ 160/2904] eta: 0:39:02 lr: 0.001475 loss: 0.1782 (0.1878) loss_rec_all: 0.2042 (0.2138) loss_rec_sfr: 0.2586 (0.2755) loss_cl: -0.2790 (-0.2790) time: 0.7479 data: 0.0002 max mem: 29860 [20:45:18.115143] Epoch: [364] [ 180/2904] eta: 0:38:14 lr: 0.001475 loss: 0.1784 (0.1872) loss_rec_all: 0.2047 (0.2132) loss_rec_sfr: 0.2253 (0.2723) loss_cl: -0.2788 (-0.2790) time: 0.7513 data: 0.0002 max mem: 29860 [20:45:33.072785] Epoch: [364] [ 200/2904] eta: 0:37:32 lr: 0.001475 loss: 0.1732 (0.1864) loss_rec_all: 0.1995 (0.2124) loss_rec_sfr: 0.2460 (0.2698) loss_cl: -0.2789 (-0.2790) time: 0.7478 data: 0.0002 max mem: 29860 [20:45:48.029804] Epoch: [364] [ 220/2904] eta: 0:36:55 lr: 0.001475 loss: 0.1739 (0.1860) loss_rec_all: 0.2004 (0.2120) loss_rec_sfr: 0.2246 (0.2683) loss_cl: -0.2785 (-0.2789) time: 0.7478 data: 0.0002 max mem: 29860 [20:46:02.966979] Epoch: [364] [ 240/2904] eta: 0:36:21 lr: 0.001475 loss: 0.1825 (0.1867) loss_rec_all: 0.2087 (0.2127) loss_rec_sfr: 0.2534 (0.2697) loss_cl: -0.2786 (-0.2789) time: 0.7468 data: 0.0002 max mem: 29860 [20:46:17.919020] Epoch: [364] [ 260/2904] eta: 0:35:50 lr: 0.001475 loss: 0.1787 (0.1866) loss_rec_all: 0.2047 (0.2126) loss_rec_sfr: 0.2619 (0.2700) loss_cl: -0.2791 (-0.2789) time: 0.7476 data: 0.0002 max mem: 29860 [20:46:32.851747] Epoch: [364] [ 280/2904] eta: 0:35:21 lr: 0.001475 loss: 0.1820 (0.1871) loss_rec_all: 0.2081 (0.2131) loss_rec_sfr: 0.2672 (0.2726) loss_cl: -0.2794 (-0.2789) time: 0.7466 data: 0.0002 max mem: 29860 [20:46:47.770309] Epoch: [364] [ 300/2904] eta: 0:34:54 lr: 0.001475 loss: 0.1760 (0.1867) loss_rec_all: 0.2022 (0.2127) loss_rec_sfr: 0.2494 (0.2717) loss_cl: -0.2789 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [20:47:02.685376] Epoch: [364] [ 320/2904] eta: 0:34:29 lr: 0.001475 loss: 0.1783 (0.1863) loss_rec_all: 0.2044 (0.2123) loss_rec_sfr: 0.2551 (0.2697) loss_cl: -0.2790 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [20:47:17.599933] Epoch: [364] [ 340/2904] eta: 0:34:04 lr: 0.001475 loss: 0.1799 (0.1860) loss_rec_all: 0.2060 (0.2120) loss_rec_sfr: 0.2556 (0.2692) loss_cl: -0.2796 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [20:47:32.515980] Epoch: [364] [ 360/2904] eta: 0:33:41 lr: 0.001475 loss: 0.1775 (0.1861) loss_rec_all: 0.2036 (0.2121) loss_rec_sfr: 0.2561 (0.2692) loss_cl: -0.2791 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [20:47:47.430037] Epoch: [364] [ 380/2904] eta: 0:33:19 lr: 0.001475 loss: 0.1763 (0.1861) loss_rec_all: 0.2027 (0.2121) loss_rec_sfr: 0.2586 (0.2691) loss_cl: -0.2787 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [20:48:02.342323] Epoch: [364] [ 400/2904] eta: 0:32:57 lr: 0.001475 loss: 0.1744 (0.1859) loss_rec_all: 0.2008 (0.2119) loss_rec_sfr: 0.2187 (0.2684) loss_cl: -0.2794 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [20:48:17.260806] Epoch: [364] [ 420/2904] eta: 0:32:36 lr: 0.001475 loss: 0.1787 (0.1861) loss_rec_all: 0.2049 (0.2121) loss_rec_sfr: 0.2586 (0.2689) loss_cl: -0.2794 (-0.2790) time: 0.7459 data: 0.0002 max mem: 29860 [20:48:32.175498] Epoch: [364] [ 440/2904] eta: 0:32:16 lr: 0.001475 loss: 0.1792 (0.1863) loss_rec_all: 0.2054 (0.2124) loss_rec_sfr: 0.2564 (0.2695) loss_cl: -0.2794 (-0.2790) time: 0.7457 data: 0.0002 max mem: 29860 [20:48:47.095809] Epoch: [364] [ 460/2904] eta: 0:31:56 lr: 0.001475 loss: 0.1731 (0.1861) loss_rec_all: 0.1991 (0.2121) loss_rec_sfr: 0.2566 (0.2689) loss_cl: -0.2793 (-0.2790) time: 0.7460 data: 0.0002 max mem: 29860 [20:49:02.010200] Epoch: [364] [ 480/2904] eta: 0:31:36 lr: 0.001475 loss: 0.1820 (0.1861) loss_rec_all: 0.2082 (0.2122) loss_rec_sfr: 0.2609 (0.2686) loss_cl: -0.2799 (-0.2790) time: 0.7457 data: 0.0002 max mem: 29860 [20:49:16.929617] Epoch: [364] [ 500/2904] eta: 0:31:17 lr: 0.001474 loss: 0.1784 (0.1862) loss_rec_all: 0.2044 (0.2122) loss_rec_sfr: 0.2460 (0.2687) loss_cl: -0.2793 (-0.2790) time: 0.7459 data: 0.0002 max mem: 29860 [20:49:31.847915] Epoch: [364] [ 520/2904] eta: 0:30:58 lr: 0.001474 loss: 0.1761 (0.1861) loss_rec_all: 0.2025 (0.2121) loss_rec_sfr: 0.2176 (0.2680) loss_cl: -0.2789 (-0.2790) time: 0.7459 data: 0.0002 max mem: 29860 [20:49:46.767027] Epoch: [364] [ 540/2904] eta: 0:30:40 lr: 0.001474 loss: 0.1831 (0.1865) loss_rec_all: 0.2090 (0.2126) loss_rec_sfr: 0.2574 (0.2693) loss_cl: -0.2780 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [20:50:01.683805] Epoch: [364] [ 560/2904] eta: 0:30:21 lr: 0.001474 loss: 0.1776 (0.1864) loss_rec_all: 0.2039 (0.2124) loss_rec_sfr: 0.2585 (0.2691) loss_cl: -0.2793 (-0.2790) time: 0.7458 data: 0.0002 max mem: 29860 [20:50:16.601107] Epoch: [364] [ 580/2904] eta: 0:30:03 lr: 0.001474 loss: 0.1756 (0.1864) loss_rec_all: 0.2015 (0.2124) loss_rec_sfr: 0.2551 (0.2690) loss_cl: -0.2798 (-0.2790) time: 0.7458 data: 0.0002 max mem: 29860 [20:50:31.522945] Epoch: [364] [ 600/2904] eta: 0:29:45 lr: 0.001474 loss: 0.1798 (0.1863) loss_rec_all: 0.2058 (0.2123) loss_rec_sfr: 0.2541 (0.2689) loss_cl: -0.2794 (-0.2790) time: 0.7461 data: 0.0003 max mem: 29860 [20:50:46.449169] Epoch: [364] [ 620/2904] eta: 0:29:28 lr: 0.001474 loss: 0.1860 (0.1868) loss_rec_all: 0.2118 (0.2128) loss_rec_sfr: 0.2546 (0.2701) loss_cl: -0.2780 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [20:51:01.370846] Epoch: [364] [ 640/2904] eta: 0:29:10 lr: 0.001474 loss: 0.1784 (0.1867) loss_rec_all: 0.2047 (0.2127) loss_rec_sfr: 0.2531 (0.2700) loss_cl: -0.2802 (-0.2790) time: 0.7460 data: 0.0002 max mem: 29860 [20:51:16.287982] Epoch: [364] [ 660/2904] eta: 0:28:53 lr: 0.001474 loss: 0.1733 (0.1864) loss_rec_all: 0.1994 (0.2124) loss_rec_sfr: 0.2425 (0.2689) loss_cl: -0.2801 (-0.2790) time: 0.7458 data: 0.0002 max mem: 29860 [20:51:31.203144] Epoch: [364] [ 680/2904] eta: 0:28:36 lr: 0.001474 loss: 0.1781 (0.1863) loss_rec_all: 0.2041 (0.2123) loss_rec_sfr: 0.2520 (0.2686) loss_cl: -0.2785 (-0.2790) time: 0.7457 data: 0.0002 max mem: 29860 [20:51:46.122992] Epoch: [364] [ 700/2904] eta: 0:28:19 lr: 0.001474 loss: 0.1810 (0.1867) loss_rec_all: 0.2074 (0.2127) loss_rec_sfr: 0.2734 (0.2701) loss_cl: -0.2780 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [20:52:01.038667] Epoch: [364] [ 720/2904] eta: 0:28:02 lr: 0.001474 loss: 0.1767 (0.1871) loss_rec_all: 0.2032 (0.2131) loss_rec_sfr: 0.2545 (0.2711) loss_cl: -0.2784 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [20:52:15.959952] Epoch: [364] [ 740/2904] eta: 0:27:45 lr: 0.001474 loss: 0.1748 (0.1872) loss_rec_all: 0.2010 (0.2132) loss_rec_sfr: 0.2578 (0.2717) loss_cl: -0.2796 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [20:52:30.879146] Epoch: [364] [ 760/2904] eta: 0:27:28 lr: 0.001474 loss: 0.1771 (0.1871) loss_rec_all: 0.2032 (0.2131) loss_rec_sfr: 0.2522 (0.2711) loss_cl: -0.2799 (-0.2790) time: 0.7459 data: 0.0002 max mem: 29860 [20:52:45.798610] Epoch: [364] [ 780/2904] eta: 0:27:12 lr: 0.001474 loss: 0.1778 (0.1872) loss_rec_all: 0.2040 (0.2132) loss_rec_sfr: 0.2619 (0.2718) loss_cl: -0.2792 (-0.2790) time: 0.7459 data: 0.0002 max mem: 29860 [20:53:00.720403] Epoch: [364] [ 800/2904] eta: 0:26:55 lr: 0.001474 loss: 0.1779 (0.1871) loss_rec_all: 0.2040 (0.2131) loss_rec_sfr: 0.2531 (0.2715) loss_cl: -0.2790 (-0.2790) time: 0.7460 data: 0.0002 max mem: 29860 [20:53:15.642311] Epoch: [364] [ 820/2904] eta: 0:26:39 lr: 0.001474 loss: 0.1748 (0.1869) loss_rec_all: 0.2012 (0.2129) loss_rec_sfr: 0.2551 (0.2710) loss_cl: -0.2789 (-0.2790) time: 0.7461 data: 0.0002 max mem: 29860 [20:53:30.561831] Epoch: [364] [ 840/2904] eta: 0:26:22 lr: 0.001474 loss: 0.1780 (0.1868) loss_rec_all: 0.2040 (0.2128) loss_rec_sfr: 0.2626 (0.2708) loss_cl: -0.2790 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [20:53:45.478177] Epoch: [364] [ 860/2904] eta: 0:26:06 lr: 0.001474 loss: 0.1749 (0.1867) loss_rec_all: 0.2012 (0.2127) loss_rec_sfr: 0.2595 (0.2707) loss_cl: -0.2784 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [20:54:00.399905] Epoch: [364] [ 880/2904] eta: 0:25:50 lr: 0.001474 loss: 0.1767 (0.1866) loss_rec_all: 0.2030 (0.2126) loss_rec_sfr: 0.2481 (0.2702) loss_cl: -0.2788 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [20:54:15.317581] Epoch: [364] [ 900/2904] eta: 0:25:33 lr: 0.001474 loss: 0.1786 (0.1867) loss_rec_all: 0.2045 (0.2127) loss_rec_sfr: 0.2681 (0.2708) loss_cl: -0.2794 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [20:54:30.233798] Epoch: [364] [ 920/2904] eta: 0:25:17 lr: 0.001474 loss: 0.1804 (0.1868) loss_rec_all: 0.2070 (0.2128) loss_rec_sfr: 0.2545 (0.2708) loss_cl: -0.2791 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [20:54:45.156734] Epoch: [364] [ 940/2904] eta: 0:25:01 lr: 0.001474 loss: 0.1773 (0.1867) loss_rec_all: 0.2037 (0.2127) loss_rec_sfr: 0.2540 (0.2706) loss_cl: -0.2789 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [20:55:00.096239] Epoch: [364] [ 960/2904] eta: 0:24:45 lr: 0.001474 loss: 0.1801 (0.1868) loss_rec_all: 0.2061 (0.2128) loss_rec_sfr: 0.2574 (0.2706) loss_cl: -0.2784 (-0.2789) time: 0.7469 data: 0.0002 max mem: 29860 [20:55:15.036448] Epoch: [364] [ 980/2904] eta: 0:24:29 lr: 0.001474 loss: 0.1787 (0.1868) loss_rec_all: 0.2046 (0.2128) loss_rec_sfr: 0.2615 (0.2707) loss_cl: -0.2780 (-0.2789) time: 0.7470 data: 0.0002 max mem: 29860 [20:55:29.974266] Epoch: [364] [1000/2904] eta: 0:24:13 lr: 0.001474 loss: 0.1763 (0.1868) loss_rec_all: 0.2023 (0.2128) loss_rec_sfr: 0.2585 (0.2710) loss_cl: -0.2789 (-0.2789) time: 0.7468 data: 0.0002 max mem: 29860 [20:55:44.908162] Epoch: [364] [1020/2904] eta: 0:23:57 lr: 0.001474 loss: 0.1797 (0.1868) loss_rec_all: 0.2056 (0.2128) loss_rec_sfr: 0.2509 (0.2710) loss_cl: -0.2788 (-0.2789) time: 0.7466 data: 0.0002 max mem: 29860 [20:55:59.859734] Epoch: [364] [1040/2904] eta: 0:23:42 lr: 0.001474 loss: 0.1795 (0.1868) loss_rec_all: 0.2055 (0.2128) loss_rec_sfr: 0.2594 (0.2709) loss_cl: -0.2786 (-0.2789) time: 0.7475 data: 0.0002 max mem: 29860 [20:56:14.806023] Epoch: [364] [1060/2904] eta: 0:23:26 lr: 0.001474 loss: 0.1760 (0.1867) loss_rec_all: 0.2025 (0.2127) loss_rec_sfr: 0.2522 (0.2707) loss_cl: -0.2783 (-0.2789) time: 0.7473 data: 0.0002 max mem: 29860 [20:56:29.749149] Epoch: [364] [1080/2904] eta: 0:23:10 lr: 0.001474 loss: 0.1805 (0.1869) loss_rec_all: 0.2065 (0.2129) loss_rec_sfr: 0.2563 (0.2712) loss_cl: -0.2788 (-0.2789) time: 0.7471 data: 0.0002 max mem: 29860 [20:56:44.720004] Epoch: [364] [1100/2904] eta: 0:22:54 lr: 0.001473 loss: 0.1781 (0.1868) loss_rec_all: 0.2041 (0.2128) loss_rec_sfr: 0.2629 (0.2712) loss_cl: -0.2797 (-0.2789) time: 0.7485 data: 0.0002 max mem: 29860 [20:56:59.705183] Epoch: [364] [1120/2904] eta: 0:22:39 lr: 0.001473 loss: 0.1775 (0.1868) loss_rec_all: 0.2036 (0.2128) loss_rec_sfr: 0.2551 (0.2712) loss_cl: -0.2789 (-0.2789) time: 0.7492 data: 0.0002 max mem: 29860 [20:57:14.662210] Epoch: [364] [1140/2904] eta: 0:22:23 lr: 0.001473 loss: 0.1760 (0.1869) loss_rec_all: 0.2021 (0.2128) loss_rec_sfr: 0.2623 (0.2714) loss_cl: -0.2785 (-0.2789) time: 0.7478 data: 0.0002 max mem: 29860 [20:57:29.622382] Epoch: [364] [1160/2904] eta: 0:22:07 lr: 0.001473 loss: 0.1779 (0.1868) loss_rec_all: 0.2042 (0.2128) loss_rec_sfr: 0.2549 (0.2714) loss_cl: -0.2787 (-0.2789) time: 0.7480 data: 0.0002 max mem: 29860 [20:57:44.578626] Epoch: [364] [1180/2904] eta: 0:21:52 lr: 0.001473 loss: 0.1796 (0.1870) loss_rec_all: 0.2056 (0.2130) loss_rec_sfr: 0.2648 (0.2718) loss_cl: -0.2791 (-0.2789) time: 0.7478 data: 0.0002 max mem: 29860 [20:57:59.525703] Epoch: [364] [1200/2904] eta: 0:21:36 lr: 0.001473 loss: 0.1777 (0.1870) loss_rec_all: 0.2041 (0.2130) loss_rec_sfr: 0.2564 (0.2718) loss_cl: -0.2793 (-0.2789) time: 0.7473 data: 0.0002 max mem: 29860 [20:58:14.464777] Epoch: [364] [1220/2904] eta: 0:21:20 lr: 0.001473 loss: 0.1756 (0.1870) loss_rec_all: 0.2018 (0.2130) loss_rec_sfr: 0.2545 (0.2718) loss_cl: -0.2796 (-0.2789) time: 0.7469 data: 0.0002 max mem: 29860 [20:58:29.405524] Epoch: [364] [1240/2904] eta: 0:21:05 lr: 0.001473 loss: 0.1818 (0.1871) loss_rec_all: 0.2079 (0.2131) loss_rec_sfr: 0.2610 (0.2719) loss_cl: -0.2796 (-0.2789) time: 0.7470 data: 0.0002 max mem: 29860 [20:58:44.316058] Epoch: [364] [1260/2904] eta: 0:20:49 lr: 0.001473 loss: 0.1739 (0.1870) loss_rec_all: 0.2003 (0.2130) loss_rec_sfr: 0.2438 (0.2716) loss_cl: -0.2787 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [20:58:59.233344] Epoch: [364] [1280/2904] eta: 0:20:34 lr: 0.001473 loss: 0.1773 (0.1871) loss_rec_all: 0.2033 (0.2131) loss_rec_sfr: 0.2487 (0.2718) loss_cl: -0.2785 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [20:59:14.150408] Epoch: [364] [1300/2904] eta: 0:20:18 lr: 0.001473 loss: 0.1798 (0.1872) loss_rec_all: 0.2061 (0.2132) loss_rec_sfr: 0.2609 (0.2721) loss_cl: -0.2787 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [20:59:29.062300] Epoch: [364] [1320/2904] eta: 0:20:03 lr: 0.001473 loss: 0.1790 (0.1872) loss_rec_all: 0.2050 (0.2132) loss_rec_sfr: 0.2604 (0.2723) loss_cl: -0.2793 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [20:59:43.974870] Epoch: [364] [1340/2904] eta: 0:19:47 lr: 0.001473 loss: 0.1772 (0.1873) loss_rec_all: 0.2032 (0.2133) loss_rec_sfr: 0.2598 (0.2728) loss_cl: -0.2787 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [20:59:58.893062] Epoch: [364] [1360/2904] eta: 0:19:32 lr: 0.001473 loss: 0.1757 (0.1873) loss_rec_all: 0.2021 (0.2133) loss_rec_sfr: 0.2596 (0.2727) loss_cl: -0.2785 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [21:00:13.813107] Epoch: [364] [1380/2904] eta: 0:19:16 lr: 0.001473 loss: 0.1762 (0.1874) loss_rec_all: 0.2027 (0.2134) loss_rec_sfr: 0.2621 (0.2732) loss_cl: -0.2792 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [21:00:28.728916] Epoch: [364] [1400/2904] eta: 0:19:01 lr: 0.001473 loss: 0.1779 (0.1873) loss_rec_all: 0.2041 (0.2133) loss_rec_sfr: 0.2550 (0.2730) loss_cl: -0.2793 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [21:00:43.647326] Epoch: [364] [1420/2904] eta: 0:18:45 lr: 0.001473 loss: 0.1787 (0.1873) loss_rec_all: 0.2048 (0.2133) loss_rec_sfr: 0.2541 (0.2730) loss_cl: -0.2786 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [21:00:58.566349] Epoch: [364] [1440/2904] eta: 0:18:30 lr: 0.001473 loss: 0.1791 (0.1874) loss_rec_all: 0.2052 (0.2133) loss_rec_sfr: 0.2623 (0.2732) loss_cl: -0.2788 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [21:01:13.488833] Epoch: [364] [1460/2904] eta: 0:18:14 lr: 0.001473 loss: 0.1779 (0.1873) loss_rec_all: 0.2039 (0.2132) loss_rec_sfr: 0.2512 (0.2730) loss_cl: -0.2789 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [21:01:28.409172] Epoch: [364] [1480/2904] eta: 0:17:59 lr: 0.001473 loss: 0.1793 (0.1872) loss_rec_all: 0.2054 (0.2132) loss_rec_sfr: 0.2525 (0.2727) loss_cl: -0.2789 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [21:01:43.332083] Epoch: [364] [1500/2904] eta: 0:17:44 lr: 0.001473 loss: 0.1771 (0.1871) loss_rec_all: 0.2035 (0.2131) loss_rec_sfr: 0.2260 (0.2722) loss_cl: -0.2794 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [21:01:58.245937] Epoch: [364] [1520/2904] eta: 0:17:28 lr: 0.001473 loss: 0.1729 (0.1870) loss_rec_all: 0.1991 (0.2130) loss_rec_sfr: 0.2626 (0.2722) loss_cl: -0.2794 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [21:02:13.171022] Epoch: [364] [1540/2904] eta: 0:17:13 lr: 0.001473 loss: 0.1807 (0.1871) loss_rec_all: 0.2068 (0.2131) loss_rec_sfr: 0.2640 (0.2725) loss_cl: -0.2793 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [21:02:28.081601] Epoch: [364] [1560/2904] eta: 0:16:58 lr: 0.001473 loss: 0.1776 (0.1871) loss_rec_all: 0.2036 (0.2130) loss_rec_sfr: 0.2581 (0.2724) loss_cl: -0.2782 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [21:02:42.994603] Epoch: [364] [1580/2904] eta: 0:16:42 lr: 0.001473 loss: 0.1760 (0.1872) loss_rec_all: 0.2024 (0.2132) loss_rec_sfr: 0.2450 (0.2727) loss_cl: -0.2786 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [21:02:57.907970] Epoch: [364] [1600/2904] eta: 0:16:27 lr: 0.001473 loss: 0.1810 (0.1873) loss_rec_all: 0.2071 (0.2132) loss_rec_sfr: 0.2587 (0.2728) loss_cl: -0.2790 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [21:03:12.820603] Epoch: [364] [1620/2904] eta: 0:16:12 lr: 0.001473 loss: 0.1834 (0.1874) loss_rec_all: 0.2094 (0.2134) loss_rec_sfr: 0.2653 (0.2733) loss_cl: -0.2790 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [21:03:27.730495] Epoch: [364] [1640/2904] eta: 0:15:56 lr: 0.001473 loss: 0.1809 (0.1874) loss_rec_all: 0.2068 (0.2134) loss_rec_sfr: 0.2625 (0.2733) loss_cl: -0.2792 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [21:03:42.649959] Epoch: [364] [1660/2904] eta: 0:15:41 lr: 0.001473 loss: 0.1761 (0.1874) loss_rec_all: 0.2025 (0.2133) loss_rec_sfr: 0.2498 (0.2730) loss_cl: -0.2788 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [21:03:57.567812] Epoch: [364] [1680/2904] eta: 0:15:26 lr: 0.001473 loss: 0.1784 (0.1873) loss_rec_all: 0.2049 (0.2133) loss_rec_sfr: 0.2605 (0.2729) loss_cl: -0.2792 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [21:04:12.623729] Epoch: [364] [1700/2904] eta: 0:15:10 lr: 0.001472 loss: 0.1768 (0.1874) loss_rec_all: 0.2034 (0.2133) loss_rec_sfr: 0.2552 (0.2730) loss_cl: -0.2787 (-0.2789) time: 0.7528 data: 0.0002 max mem: 29860 [21:04:27.538675] Epoch: [364] [1720/2904] eta: 0:14:55 lr: 0.001472 loss: 0.1782 (0.1874) loss_rec_all: 0.2044 (0.2134) loss_rec_sfr: 0.2563 (0.2732) loss_cl: -0.2787 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [21:04:42.458528] Epoch: [364] [1740/2904] eta: 0:14:40 lr: 0.001472 loss: 0.1828 (0.1876) loss_rec_all: 0.2089 (0.2135) loss_rec_sfr: 0.2580 (0.2737) loss_cl: -0.2786 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [21:04:57.376601] Epoch: [364] [1760/2904] eta: 0:14:25 lr: 0.001472 loss: 0.1799 (0.1876) loss_rec_all: 0.2060 (0.2136) loss_rec_sfr: 0.2541 (0.2738) loss_cl: -0.2787 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [21:05:12.300955] Epoch: [364] [1780/2904] eta: 0:14:09 lr: 0.001472 loss: 0.1766 (0.1875) loss_rec_all: 0.2028 (0.2135) loss_rec_sfr: 0.2401 (0.2734) loss_cl: -0.2803 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [21:05:27.221378] Epoch: [364] [1800/2904] eta: 0:13:54 lr: 0.001472 loss: 0.1803 (0.1877) loss_rec_all: 0.2064 (0.2136) loss_rec_sfr: 0.2708 (0.2740) loss_cl: -0.2793 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [21:05:42.137905] Epoch: [364] [1820/2904] eta: 0:13:39 lr: 0.001472 loss: 0.1798 (0.1877) loss_rec_all: 0.2056 (0.2137) loss_rec_sfr: 0.2595 (0.2742) loss_cl: -0.2788 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [21:05:57.054244] Epoch: [364] [1840/2904] eta: 0:13:24 lr: 0.001472 loss: 0.1795 (0.1878) loss_rec_all: 0.2056 (0.2138) loss_rec_sfr: 0.2559 (0.2743) loss_cl: -0.2782 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [21:06:11.973454] Epoch: [364] [1860/2904] eta: 0:13:08 lr: 0.001472 loss: 0.1817 (0.1878) loss_rec_all: 0.2077 (0.2138) loss_rec_sfr: 0.2507 (0.2742) loss_cl: -0.2784 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [21:06:26.890966] Epoch: [364] [1880/2904] eta: 0:12:53 lr: 0.001472 loss: 0.1721 (0.1877) loss_rec_all: 0.1986 (0.2137) loss_rec_sfr: 0.2309 (0.2739) loss_cl: -0.2791 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [21:06:41.808285] Epoch: [364] [1900/2904] eta: 0:12:38 lr: 0.001472 loss: 0.1764 (0.1877) loss_rec_all: 0.2028 (0.2137) loss_rec_sfr: 0.2656 (0.2740) loss_cl: -0.2794 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [21:06:56.724423] Epoch: [364] [1920/2904] eta: 0:12:23 lr: 0.001472 loss: 0.1775 (0.1877) loss_rec_all: 0.2034 (0.2137) loss_rec_sfr: 0.2525 (0.2740) loss_cl: -0.2784 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [21:07:11.640769] Epoch: [364] [1940/2904] eta: 0:12:08 lr: 0.001472 loss: 0.1775 (0.1877) loss_rec_all: 0.2036 (0.2137) loss_rec_sfr: 0.2278 (0.2739) loss_cl: -0.2785 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [21:07:26.560609] Epoch: [364] [1960/2904] eta: 0:11:52 lr: 0.001472 loss: 0.1784 (0.1877) loss_rec_all: 0.2045 (0.2137) loss_rec_sfr: 0.2572 (0.2739) loss_cl: -0.2795 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [21:07:41.479792] Epoch: [364] [1980/2904] eta: 0:11:37 lr: 0.001472 loss: 0.1772 (0.1877) loss_rec_all: 0.2037 (0.2137) loss_rec_sfr: 0.2591 (0.2738) loss_cl: -0.2794 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [21:07:56.397243] Epoch: [364] [2000/2904] eta: 0:11:22 lr: 0.001472 loss: 0.1787 (0.1876) loss_rec_all: 0.2046 (0.2136) loss_rec_sfr: 0.2481 (0.2736) loss_cl: -0.2788 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [21:08:11.309896] Epoch: [364] [2020/2904] eta: 0:11:07 lr: 0.001472 loss: 0.1783 (0.1877) loss_rec_all: 0.2044 (0.2136) loss_rec_sfr: 0.2536 (0.2736) loss_cl: -0.2786 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [21:08:26.225587] Epoch: [364] [2040/2904] eta: 0:10:52 lr: 0.001472 loss: 0.1747 (0.1877) loss_rec_all: 0.2010 (0.2136) loss_rec_sfr: 0.2568 (0.2736) loss_cl: -0.2787 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [21:08:41.143912] Epoch: [364] [2060/2904] eta: 0:10:36 lr: 0.001472 loss: 0.1822 (0.1878) loss_rec_all: 0.2083 (0.2137) loss_rec_sfr: 0.2634 (0.2739) loss_cl: -0.2786 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [21:08:56.064183] Epoch: [364] [2080/2904] eta: 0:10:21 lr: 0.001472 loss: 0.1755 (0.1877) loss_rec_all: 0.2015 (0.2137) loss_rec_sfr: 0.2582 (0.2737) loss_cl: -0.2794 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [21:09:10.982814] Epoch: [364] [2100/2904] eta: 0:10:06 lr: 0.001472 loss: 0.1808 (0.1878) loss_rec_all: 0.2071 (0.2137) loss_rec_sfr: 0.2648 (0.2740) loss_cl: -0.2789 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [21:09:25.904089] Epoch: [364] [2120/2904] eta: 0:09:51 lr: 0.001472 loss: 0.1798 (0.1878) loss_rec_all: 0.2060 (0.2138) loss_rec_sfr: 0.2578 (0.2742) loss_cl: -0.2782 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [21:09:40.820469] Epoch: [364] [2140/2904] eta: 0:09:36 lr: 0.001472 loss: 0.1818 (0.1878) loss_rec_all: 0.2076 (0.2138) loss_rec_sfr: 0.2587 (0.2743) loss_cl: -0.2792 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [21:09:55.739450] Epoch: [364] [2160/2904] eta: 0:09:21 lr: 0.001472 loss: 0.1770 (0.1879) loss_rec_all: 0.2034 (0.2138) loss_rec_sfr: 0.2603 (0.2743) loss_cl: -0.2793 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [21:10:10.655047] Epoch: [364] [2180/2904] eta: 0:09:06 lr: 0.001472 loss: 0.1818 (0.1879) loss_rec_all: 0.2080 (0.2139) loss_rec_sfr: 0.2597 (0.2744) loss_cl: -0.2797 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [21:10:25.570551] Epoch: [364] [2200/2904] eta: 0:08:50 lr: 0.001472 loss: 0.1796 (0.1879) loss_rec_all: 0.2056 (0.2139) loss_rec_sfr: 0.2557 (0.2745) loss_cl: -0.2787 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [21:10:40.487631] Epoch: [364] [2220/2904] eta: 0:08:35 lr: 0.001472 loss: 0.1752 (0.1879) loss_rec_all: 0.2015 (0.2139) loss_rec_sfr: 0.2532 (0.2743) loss_cl: -0.2782 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [21:10:55.409022] Epoch: [364] [2240/2904] eta: 0:08:20 lr: 0.001472 loss: 0.1779 (0.1879) loss_rec_all: 0.2039 (0.2139) loss_rec_sfr: 0.2546 (0.2743) loss_cl: -0.2791 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [21:11:10.346159] Epoch: [364] [2260/2904] eta: 0:08:05 lr: 0.001472 loss: 0.1781 (0.1879) loss_rec_all: 0.2048 (0.2139) loss_rec_sfr: 0.2223 (0.2743) loss_cl: -0.2793 (-0.2789) time: 0.7468 data: 0.0002 max mem: 29860 [21:11:25.276516] Epoch: [364] [2280/2904] eta: 0:07:50 lr: 0.001472 loss: 0.1752 (0.1879) loss_rec_all: 0.2013 (0.2138) loss_rec_sfr: 0.2262 (0.2741) loss_cl: -0.2792 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [21:11:40.198877] Epoch: [364] [2300/2904] eta: 0:07:35 lr: 0.001471 loss: 0.1794 (0.1879) loss_rec_all: 0.2054 (0.2138) loss_rec_sfr: 0.2639 (0.2742) loss_cl: -0.2790 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [21:11:55.120157] Epoch: [364] [2320/2904] eta: 0:07:20 lr: 0.001471 loss: 0.1836 (0.1879) loss_rec_all: 0.2096 (0.2139) loss_rec_sfr: 0.2582 (0.2743) loss_cl: -0.2786 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [21:12:10.038319] Epoch: [364] [2340/2904] eta: 0:07:05 lr: 0.001471 loss: 0.1759 (0.1879) loss_rec_all: 0.2022 (0.2139) loss_rec_sfr: 0.2602 (0.2744) loss_cl: -0.2786 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [21:12:24.953870] Epoch: [364] [2360/2904] eta: 0:06:49 lr: 0.001471 loss: 0.1760 (0.1879) loss_rec_all: 0.2019 (0.2139) loss_rec_sfr: 0.2573 (0.2744) loss_cl: -0.2788 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [21:12:39.871089] Epoch: [364] [2380/2904] eta: 0:06:34 lr: 0.001471 loss: 0.1768 (0.1879) loss_rec_all: 0.2029 (0.2138) loss_rec_sfr: 0.2620 (0.2743) loss_cl: -0.2787 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [21:12:54.789690] Epoch: [364] [2400/2904] eta: 0:06:19 lr: 0.001471 loss: 0.1783 (0.1879) loss_rec_all: 0.2046 (0.2139) loss_rec_sfr: 0.2585 (0.2745) loss_cl: -0.2798 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [21:13:09.710158] Epoch: [364] [2420/2904] eta: 0:06:04 lr: 0.001471 loss: 0.1743 (0.1879) loss_rec_all: 0.2008 (0.2139) loss_rec_sfr: 0.2266 (0.2744) loss_cl: -0.2796 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [21:13:24.630010] Epoch: [364] [2440/2904] eta: 0:05:49 lr: 0.001471 loss: 0.1787 (0.1879) loss_rec_all: 0.2048 (0.2139) loss_rec_sfr: 0.2579 (0.2745) loss_cl: -0.2783 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [21:13:39.548358] Epoch: [364] [2460/2904] eta: 0:05:34 lr: 0.001471 loss: 0.1824 (0.1880) loss_rec_all: 0.2087 (0.2140) loss_rec_sfr: 0.2224 (0.2746) loss_cl: -0.2786 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [21:13:54.460555] Epoch: [364] [2480/2904] eta: 0:05:19 lr: 0.001471 loss: 0.1773 (0.1880) loss_rec_all: 0.2034 (0.2140) loss_rec_sfr: 0.2593 (0.2746) loss_cl: -0.2796 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [21:14:09.378186] Epoch: [364] [2500/2904] eta: 0:05:04 lr: 0.001471 loss: 0.1773 (0.1880) loss_rec_all: 0.2037 (0.2139) loss_rec_sfr: 0.2517 (0.2745) loss_cl: -0.2796 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [21:14:24.292417] Epoch: [364] [2520/2904] eta: 0:04:49 lr: 0.001471 loss: 0.1874 (0.1881) loss_rec_all: 0.2134 (0.2140) loss_rec_sfr: 0.2519 (0.2747) loss_cl: -0.2786 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [21:14:39.210288] Epoch: [364] [2540/2904] eta: 0:04:34 lr: 0.001471 loss: 0.1775 (0.1881) loss_rec_all: 0.2034 (0.2141) loss_rec_sfr: 0.2635 (0.2749) loss_cl: -0.2780 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [21:14:54.130752] Epoch: [364] [2560/2904] eta: 0:04:19 lr: 0.001471 loss: 0.1772 (0.1881) loss_rec_all: 0.2037 (0.2141) loss_rec_sfr: 0.2502 (0.2748) loss_cl: -0.2782 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [21:15:09.054113] Epoch: [364] [2580/2904] eta: 0:04:03 lr: 0.001471 loss: 0.1801 (0.1881) loss_rec_all: 0.2065 (0.2141) loss_rec_sfr: 0.2532 (0.2748) loss_cl: -0.2786 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [21:15:23.969346] Epoch: [364] [2600/2904] eta: 0:03:48 lr: 0.001471 loss: 0.1817 (0.1881) loss_rec_all: 0.2082 (0.2140) loss_rec_sfr: 0.2449 (0.2745) loss_cl: -0.2792 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [21:15:38.883571] Epoch: [364] [2620/2904] eta: 0:03:33 lr: 0.001471 loss: 0.1757 (0.1880) loss_rec_all: 0.2020 (0.2140) loss_rec_sfr: 0.2227 (0.2742) loss_cl: -0.2795 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [21:15:53.800123] Epoch: [364] [2640/2904] eta: 0:03:18 lr: 0.001471 loss: 0.1803 (0.1880) loss_rec_all: 0.2063 (0.2140) loss_rec_sfr: 0.2632 (0.2743) loss_cl: -0.2794 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [21:16:08.718750] Epoch: [364] [2660/2904] eta: 0:03:03 lr: 0.001471 loss: 0.1766 (0.1880) loss_rec_all: 0.2026 (0.2140) loss_rec_sfr: 0.2610 (0.2744) loss_cl: -0.2790 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [21:16:23.639741] Epoch: [364] [2680/2904] eta: 0:02:48 lr: 0.001471 loss: 0.1797 (0.1881) loss_rec_all: 0.2056 (0.2140) loss_rec_sfr: 0.2606 (0.2745) loss_cl: -0.2789 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [21:16:38.562480] Epoch: [364] [2700/2904] eta: 0:02:33 lr: 0.001471 loss: 0.1762 (0.1880) loss_rec_all: 0.2025 (0.2140) loss_rec_sfr: 0.2566 (0.2745) loss_cl: -0.2791 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [21:16:53.482655] Epoch: [364] [2720/2904] eta: 0:02:18 lr: 0.001471 loss: 0.1777 (0.1880) loss_rec_all: 0.2036 (0.2140) loss_rec_sfr: 0.2582 (0.2745) loss_cl: -0.2797 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [21:17:08.401671] Epoch: [364] [2740/2904] eta: 0:02:03 lr: 0.001471 loss: 0.1751 (0.1880) loss_rec_all: 0.2012 (0.2140) loss_rec_sfr: 0.2548 (0.2746) loss_cl: -0.2798 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [21:17:23.318334] Epoch: [364] [2760/2904] eta: 0:01:48 lr: 0.001471 loss: 0.1778 (0.1880) loss_rec_all: 0.2041 (0.2140) loss_rec_sfr: 0.2535 (0.2745) loss_cl: -0.2777 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [21:17:38.236786] Epoch: [364] [2780/2904] eta: 0:01:33 lr: 0.001471 loss: 0.1781 (0.1881) loss_rec_all: 0.2041 (0.2140) loss_rec_sfr: 0.2620 (0.2747) loss_cl: -0.2787 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [21:17:53.152563] Epoch: [364] [2800/2904] eta: 0:01:18 lr: 0.001471 loss: 0.1891 (0.1882) loss_rec_all: 0.2151 (0.2141) loss_rec_sfr: 0.2545 (0.2749) loss_cl: -0.2793 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [21:18:08.069894] Epoch: [364] [2820/2904] eta: 0:01:03 lr: 0.001471 loss: 0.1788 (0.1882) loss_rec_all: 0.2050 (0.2141) loss_rec_sfr: 0.2577 (0.2749) loss_cl: -0.2793 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [21:18:22.999243] Epoch: [364] [2840/2904] eta: 0:00:48 lr: 0.001471 loss: 0.1760 (0.1881) loss_rec_all: 0.2022 (0.2141) loss_rec_sfr: 0.2591 (0.2748) loss_cl: -0.2788 (-0.2789) time: 0.7464 data: 0.0024 max mem: 29860 [21:18:37.903286] Epoch: [364] [2860/2904] eta: 0:00:33 lr: 0.001471 loss: 0.1785 (0.1881) loss_rec_all: 0.2047 (0.2141) loss_rec_sfr: 0.2610 (0.2749) loss_cl: -0.2793 (-0.2789) time: 0.7452 data: 0.0001 max mem: 29860 [21:18:52.805244] Epoch: [364] [2880/2904] eta: 0:00:18 lr: 0.001471 loss: 0.1812 (0.1881) loss_rec_all: 0.2074 (0.2141) loss_rec_sfr: 0.2557 (0.2749) loss_cl: -0.2784 (-0.2789) time: 0.7451 data: 0.0001 max mem: 29860 [21:19:07.710536] Epoch: [364] [2900/2904] eta: 0:00:03 lr: 0.001470 loss: 0.1816 (0.1882) loss_rec_all: 0.2076 (0.2141) loss_rec_sfr: 0.2679 (0.2750) loss_cl: -0.2789 (-0.2789) time: 0.7452 data: 0.0001 max mem: 29860 [21:19:09.954212] Epoch: [364] [2903/2904] eta: 0:00:00 lr: 0.001470 loss: 0.1825 (0.1882) loss_rec_all: 0.2085 (0.2141) loss_rec_sfr: 0.2682 (0.2750) loss_cl: -0.2789 (-0.2789) time: 0.7452 data: 0.0001 max mem: 29860 [21:19:11.978181] Epoch: [364] Total time: 0:36:26 (0.7529 s / it) [21:19:12.086205] Averaged stats: lr: 0.001470 loss: 0.1825 (0.1909) loss_rec_all: 0.2085 (0.2145) loss_rec_sfr: 0.2682 (0.2757) loss_cl: -0.2789 (-0.2556) [21:19:12.091513] log_dir: ./checkpoint/VF2_ViT-B [21:19:29.847403] Epoch: [365] [ 0/2904] eta: 14:19:21 lr: 0.001470 loss: 0.1742 (0.1742) loss_rec_all: 0.2003 (0.2003) loss_rec_sfr: 0.2650 (0.2650) loss_cl: -0.2798 (-0.2798) time: 17.7552 data: 10.8724 max mem: 29860 [21:19:47.070890] Epoch: [365] [ 20/2904] eta: 1:20:03 lr: 0.001470 loss: 0.1750 (0.1902) loss_rec_all: 0.2009 (0.2161) loss_rec_sfr: 0.2529 (0.2895) loss_cl: -0.2799 (-0.2795) time: 0.8611 data: 0.1009 max mem: 29860 [21:20:01.945317] Epoch: [365] [ 40/2904] eta: 0:58:02 lr: 0.001470 loss: 0.1815 (0.1941) loss_rec_all: 0.2076 (0.2200) loss_rec_sfr: 0.2646 (0.2996) loss_cl: -0.2794 (-0.2794) time: 0.7437 data: 0.0002 max mem: 29860 [21:20:16.831753] Epoch: [365] [ 60/2904] eta: 0:50:18 lr: 0.001470 loss: 0.1802 (0.1901) loss_rec_all: 0.2062 (0.2160) loss_rec_sfr: 0.2569 (0.2871) loss_cl: -0.2791 (-0.2793) time: 0.7443 data: 0.0002 max mem: 29860 [21:20:31.724993] Epoch: [365] [ 80/2904] eta: 0:46:16 lr: 0.001470 loss: 0.1770 (0.1885) loss_rec_all: 0.2031 (0.2144) loss_rec_sfr: 0.2581 (0.2822) loss_cl: -0.2783 (-0.2791) time: 0.7446 data: 0.0002 max mem: 29860 [21:20:46.637740] Epoch: [365] [ 100/2904] eta: 0:43:44 lr: 0.001470 loss: 0.1762 (0.1875) loss_rec_all: 0.2026 (0.2134) loss_rec_sfr: 0.2527 (0.2762) loss_cl: -0.2771 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [21:21:01.558115] Epoch: [365] [ 120/2904] eta: 0:41:58 lr: 0.001470 loss: 0.1856 (0.1890) loss_rec_all: 0.2117 (0.2149) loss_rec_sfr: 0.2629 (0.2795) loss_cl: -0.2785 (-0.2786) time: 0.7460 data: 0.0002 max mem: 29860 [21:21:16.476908] Epoch: [365] [ 140/2904] eta: 0:40:38 lr: 0.001470 loss: 0.1739 (0.1878) loss_rec_all: 0.2000 (0.2138) loss_rec_sfr: 0.2543 (0.2756) loss_cl: -0.2793 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [21:21:31.403787] Epoch: [365] [ 160/2904] eta: 0:39:34 lr: 0.001470 loss: 0.1791 (0.1875) loss_rec_all: 0.2053 (0.2135) loss_rec_sfr: 0.2523 (0.2745) loss_cl: -0.2788 (-0.2787) time: 0.7463 data: 0.0002 max mem: 29860 [21:21:46.339366] Epoch: [365] [ 180/2904] eta: 0:38:41 lr: 0.001470 loss: 0.1781 (0.1882) loss_rec_all: 0.2046 (0.2142) loss_rec_sfr: 0.2622 (0.2766) loss_cl: -0.2781 (-0.2786) time: 0.7467 data: 0.0002 max mem: 29860 [21:22:01.251755] Epoch: [365] [ 200/2904] eta: 0:37:55 lr: 0.001470 loss: 0.1752 (0.1879) loss_rec_all: 0.2012 (0.2138) loss_rec_sfr: 0.2439 (0.2750) loss_cl: -0.2793 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [21:22:16.160890] Epoch: [365] [ 220/2904] eta: 0:37:15 lr: 0.001470 loss: 0.1754 (0.1876) loss_rec_all: 0.2019 (0.2135) loss_rec_sfr: 0.2569 (0.2745) loss_cl: -0.2793 (-0.2787) time: 0.7454 data: 0.0002 max mem: 29860 [21:22:31.072089] Epoch: [365] [ 240/2904] eta: 0:36:39 lr: 0.001470 loss: 0.1768 (0.1871) loss_rec_all: 0.2026 (0.2131) loss_rec_sfr: 0.2536 (0.2733) loss_cl: -0.2797 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [21:22:46.013466] Epoch: [365] [ 260/2904] eta: 0:36:06 lr: 0.001470 loss: 0.1787 (0.1877) loss_rec_all: 0.2051 (0.2137) loss_rec_sfr: 0.2503 (0.2748) loss_cl: -0.2797 (-0.2789) time: 0.7470 data: 0.0002 max mem: 29860 [21:23:00.935037] Epoch: [365] [ 280/2904] eta: 0:35:36 lr: 0.001470 loss: 0.1767 (0.1877) loss_rec_all: 0.2033 (0.2136) loss_rec_sfr: 0.2547 (0.2747) loss_cl: -0.2783 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [21:23:15.853181] Epoch: [365] [ 300/2904] eta: 0:35:08 lr: 0.001470 loss: 0.1768 (0.1874) loss_rec_all: 0.2029 (0.2134) loss_rec_sfr: 0.2565 (0.2741) loss_cl: -0.2778 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [21:23:30.767456] Epoch: [365] [ 320/2904] eta: 0:34:42 lr: 0.001470 loss: 0.1792 (0.1873) loss_rec_all: 0.2051 (0.2132) loss_rec_sfr: 0.2514 (0.2733) loss_cl: -0.2782 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [21:23:45.680185] Epoch: [365] [ 340/2904] eta: 0:34:17 lr: 0.001470 loss: 0.1810 (0.1873) loss_rec_all: 0.2071 (0.2133) loss_rec_sfr: 0.2593 (0.2730) loss_cl: -0.2790 (-0.2787) time: 0.7456 data: 0.0002 max mem: 29860 [21:24:00.589749] Epoch: [365] [ 360/2904] eta: 0:33:52 lr: 0.001470 loss: 0.1751 (0.1871) loss_rec_all: 0.2015 (0.2131) loss_rec_sfr: 0.2578 (0.2729) loss_cl: -0.2795 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [21:24:15.508449] Epoch: [365] [ 380/2904] eta: 0:33:29 lr: 0.001470 loss: 0.1763 (0.1871) loss_rec_all: 0.2026 (0.2131) loss_rec_sfr: 0.2527 (0.2728) loss_cl: -0.2795 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [21:24:30.423484] Epoch: [365] [ 400/2904] eta: 0:33:07 lr: 0.001470 loss: 0.1764 (0.1871) loss_rec_all: 0.2025 (0.2130) loss_rec_sfr: 0.2510 (0.2730) loss_cl: -0.2784 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [21:24:45.340305] Epoch: [365] [ 420/2904] eta: 0:32:46 lr: 0.001470 loss: 0.1779 (0.1871) loss_rec_all: 0.2041 (0.2131) loss_rec_sfr: 0.2656 (0.2736) loss_cl: -0.2782 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [21:25:00.252792] Epoch: [365] [ 440/2904] eta: 0:32:25 lr: 0.001470 loss: 0.1772 (0.1868) loss_rec_all: 0.2035 (0.2128) loss_rec_sfr: 0.2586 (0.2723) loss_cl: -0.2797 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [21:25:15.167069] Epoch: [365] [ 460/2904] eta: 0:32:04 lr: 0.001470 loss: 0.1785 (0.1868) loss_rec_all: 0.2046 (0.2128) loss_rec_sfr: 0.2476 (0.2721) loss_cl: -0.2796 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [21:25:30.083482] Epoch: [365] [ 480/2904] eta: 0:31:44 lr: 0.001470 loss: 0.1803 (0.1870) loss_rec_all: 0.2063 (0.2130) loss_rec_sfr: 0.2553 (0.2725) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [21:25:44.998046] Epoch: [365] [ 500/2904] eta: 0:31:25 lr: 0.001470 loss: 0.1774 (0.1870) loss_rec_all: 0.2041 (0.2130) loss_rec_sfr: 0.2560 (0.2724) loss_cl: -0.2795 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [21:25:59.919215] Epoch: [365] [ 520/2904] eta: 0:31:06 lr: 0.001470 loss: 0.1765 (0.1869) loss_rec_all: 0.2028 (0.2129) loss_rec_sfr: 0.2539 (0.2719) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [21:26:14.840393] Epoch: [365] [ 540/2904] eta: 0:30:47 lr: 0.001470 loss: 0.1801 (0.1871) loss_rec_all: 0.2065 (0.2130) loss_rec_sfr: 0.2573 (0.2719) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [21:26:29.763671] Epoch: [365] [ 560/2904] eta: 0:30:28 lr: 0.001470 loss: 0.1817 (0.1874) loss_rec_all: 0.2080 (0.2134) loss_rec_sfr: 0.2619 (0.2731) loss_cl: -0.2792 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [21:26:44.679028] Epoch: [365] [ 580/2904] eta: 0:30:10 lr: 0.001470 loss: 0.1782 (0.1875) loss_rec_all: 0.2042 (0.2135) loss_rec_sfr: 0.2561 (0.2731) loss_cl: -0.2797 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [21:26:59.593305] Epoch: [365] [ 600/2904] eta: 0:29:52 lr: 0.001469 loss: 0.1765 (0.1877) loss_rec_all: 0.2029 (0.2137) loss_rec_sfr: 0.2626 (0.2740) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [21:27:14.507413] Epoch: [365] [ 620/2904] eta: 0:29:34 lr: 0.001469 loss: 0.1821 (0.1880) loss_rec_all: 0.2081 (0.2140) loss_rec_sfr: 0.2667 (0.2752) loss_cl: -0.2782 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [21:27:29.428609] Epoch: [365] [ 640/2904] eta: 0:29:16 lr: 0.001469 loss: 0.1762 (0.1880) loss_rec_all: 0.2023 (0.2140) loss_rec_sfr: 0.2202 (0.2748) loss_cl: -0.2783 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [21:27:44.343295] Epoch: [365] [ 660/2904] eta: 0:28:58 lr: 0.001469 loss: 0.1805 (0.1884) loss_rec_all: 0.2066 (0.2143) loss_rec_sfr: 0.2702 (0.2761) loss_cl: -0.2795 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [21:27:59.260405] Epoch: [365] [ 680/2904] eta: 0:28:41 lr: 0.001469 loss: 0.1781 (0.1883) loss_rec_all: 0.2044 (0.2143) loss_rec_sfr: 0.2554 (0.2757) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [21:28:14.175179] Epoch: [365] [ 700/2904] eta: 0:28:24 lr: 0.001469 loss: 0.1827 (0.1885) loss_rec_all: 0.2087 (0.2145) loss_rec_sfr: 0.2667 (0.2766) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [21:28:29.088488] Epoch: [365] [ 720/2904] eta: 0:28:07 lr: 0.001469 loss: 0.1820 (0.1888) loss_rec_all: 0.2082 (0.2147) loss_rec_sfr: 0.2557 (0.2773) loss_cl: -0.2782 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [21:28:44.002878] Epoch: [365] [ 740/2904] eta: 0:27:50 lr: 0.001469 loss: 0.1804 (0.1887) loss_rec_all: 0.2065 (0.2146) loss_rec_sfr: 0.2534 (0.2769) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [21:28:58.923293] Epoch: [365] [ 760/2904] eta: 0:27:33 lr: 0.001469 loss: 0.1768 (0.1884) loss_rec_all: 0.2031 (0.2144) loss_rec_sfr: 0.2604 (0.2762) loss_cl: -0.2784 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [21:29:13.845140] Epoch: [365] [ 780/2904] eta: 0:27:16 lr: 0.001469 loss: 0.1779 (0.1883) loss_rec_all: 0.2044 (0.2142) loss_rec_sfr: 0.2588 (0.2758) loss_cl: -0.2795 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [21:29:28.763317] Epoch: [365] [ 800/2904] eta: 0:26:59 lr: 0.001469 loss: 0.1807 (0.1883) loss_rec_all: 0.2070 (0.2143) loss_rec_sfr: 0.2610 (0.2760) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [21:29:43.679232] Epoch: [365] [ 820/2904] eta: 0:26:43 lr: 0.001469 loss: 0.1732 (0.1881) loss_rec_all: 0.1996 (0.2141) loss_rec_sfr: 0.2505 (0.2754) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [21:29:58.600882] Epoch: [365] [ 840/2904] eta: 0:26:26 lr: 0.001469 loss: 0.1805 (0.1881) loss_rec_all: 0.2064 (0.2141) loss_rec_sfr: 0.2576 (0.2754) loss_cl: -0.2781 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [21:30:13.523042] Epoch: [365] [ 860/2904] eta: 0:26:10 lr: 0.001469 loss: 0.1767 (0.1880) loss_rec_all: 0.2027 (0.2140) loss_rec_sfr: 0.2552 (0.2752) loss_cl: -0.2792 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [21:30:28.440625] Epoch: [365] [ 880/2904] eta: 0:25:53 lr: 0.001469 loss: 0.1814 (0.1880) loss_rec_all: 0.2076 (0.2140) loss_rec_sfr: 0.2553 (0.2750) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [21:30:43.354856] Epoch: [365] [ 900/2904] eta: 0:25:37 lr: 0.001469 loss: 0.1802 (0.1882) loss_rec_all: 0.2063 (0.2141) loss_rec_sfr: 0.2556 (0.2752) loss_cl: -0.2794 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [21:30:58.268709] Epoch: [365] [ 920/2904] eta: 0:25:21 lr: 0.001469 loss: 0.1787 (0.1881) loss_rec_all: 0.2050 (0.2141) loss_rec_sfr: 0.2459 (0.2750) loss_cl: -0.2793 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [21:31:13.181774] Epoch: [365] [ 940/2904] eta: 0:25:04 lr: 0.001469 loss: 0.1796 (0.1881) loss_rec_all: 0.2056 (0.2140) loss_rec_sfr: 0.2548 (0.2747) loss_cl: -0.2795 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [21:31:28.093547] Epoch: [365] [ 960/2904] eta: 0:24:48 lr: 0.001469 loss: 0.1814 (0.1882) loss_rec_all: 0.2075 (0.2142) loss_rec_sfr: 0.2616 (0.2751) loss_cl: -0.2788 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [21:31:43.010753] Epoch: [365] [ 980/2904] eta: 0:24:32 lr: 0.001469 loss: 0.1795 (0.1881) loss_rec_all: 0.2060 (0.2140) loss_rec_sfr: 0.2548 (0.2747) loss_cl: -0.2793 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [21:31:57.923304] Epoch: [365] [1000/2904] eta: 0:24:16 lr: 0.001469 loss: 0.1793 (0.1881) loss_rec_all: 0.2055 (0.2141) loss_rec_sfr: 0.2325 (0.2745) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [21:32:12.835019] Epoch: [365] [1020/2904] eta: 0:24:00 lr: 0.001469 loss: 0.1768 (0.1881) loss_rec_all: 0.2032 (0.2141) loss_rec_sfr: 0.2584 (0.2747) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [21:32:27.751361] Epoch: [365] [1040/2904] eta: 0:23:44 lr: 0.001469 loss: 0.1818 (0.1882) loss_rec_all: 0.2079 (0.2141) loss_rec_sfr: 0.2648 (0.2749) loss_cl: -0.2795 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [21:32:42.668530] Epoch: [365] [1060/2904] eta: 0:23:28 lr: 0.001469 loss: 0.1770 (0.1882) loss_rec_all: 0.2031 (0.2141) loss_rec_sfr: 0.2605 (0.2751) loss_cl: -0.2795 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [21:32:57.589748] Epoch: [365] [1080/2904] eta: 0:23:12 lr: 0.001469 loss: 0.1781 (0.1881) loss_rec_all: 0.2041 (0.2141) loss_rec_sfr: 0.2566 (0.2749) loss_cl: -0.2786 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [21:33:12.501581] Epoch: [365] [1100/2904] eta: 0:22:56 lr: 0.001469 loss: 0.1776 (0.1882) loss_rec_all: 0.2037 (0.2141) loss_rec_sfr: 0.2574 (0.2751) loss_cl: -0.2777 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [21:33:27.411783] Epoch: [365] [1120/2904] eta: 0:22:41 lr: 0.001469 loss: 0.1771 (0.1883) loss_rec_all: 0.2036 (0.2142) loss_rec_sfr: 0.2559 (0.2755) loss_cl: -0.2781 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [21:33:42.316862] Epoch: [365] [1140/2904] eta: 0:22:25 lr: 0.001469 loss: 0.1788 (0.1883) loss_rec_all: 0.2048 (0.2143) loss_rec_sfr: 0.2547 (0.2756) loss_cl: -0.2785 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [21:33:57.225929] Epoch: [365] [1160/2904] eta: 0:22:09 lr: 0.001469 loss: 0.1798 (0.1883) loss_rec_all: 0.2058 (0.2143) loss_rec_sfr: 0.2545 (0.2755) loss_cl: -0.2793 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [21:34:12.132602] Epoch: [365] [1180/2904] eta: 0:21:53 lr: 0.001469 loss: 0.1788 (0.1883) loss_rec_all: 0.2048 (0.2142) loss_rec_sfr: 0.2555 (0.2756) loss_cl: -0.2800 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [21:34:27.046212] Epoch: [365] [1200/2904] eta: 0:21:38 lr: 0.001468 loss: 0.1794 (0.1882) loss_rec_all: 0.2060 (0.2142) loss_rec_sfr: 0.2542 (0.2753) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [21:34:41.963751] Epoch: [365] [1220/2904] eta: 0:21:22 lr: 0.001468 loss: 0.1766 (0.1881) loss_rec_all: 0.2032 (0.2141) loss_rec_sfr: 0.2558 (0.2750) loss_cl: -0.2793 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [21:34:56.875245] Epoch: [365] [1240/2904] eta: 0:21:06 lr: 0.001468 loss: 0.1756 (0.1881) loss_rec_all: 0.2017 (0.2140) loss_rec_sfr: 0.2209 (0.2747) loss_cl: -0.2791 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [21:35:11.793294] Epoch: [365] [1260/2904] eta: 0:20:51 lr: 0.001468 loss: 0.1750 (0.1879) loss_rec_all: 0.2010 (0.2139) loss_rec_sfr: 0.2523 (0.2743) loss_cl: -0.2787 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [21:35:26.709304] Epoch: [365] [1280/2904] eta: 0:20:35 lr: 0.001468 loss: 0.1738 (0.1879) loss_rec_all: 0.2001 (0.2139) loss_rec_sfr: 0.2584 (0.2742) loss_cl: -0.2792 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [21:35:41.620067] Epoch: [365] [1300/2904] eta: 0:20:19 lr: 0.001468 loss: 0.1770 (0.1878) loss_rec_all: 0.2035 (0.2138) loss_rec_sfr: 0.2517 (0.2738) loss_cl: -0.2791 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [21:35:56.529455] Epoch: [365] [1320/2904] eta: 0:20:04 lr: 0.001468 loss: 0.1743 (0.1877) loss_rec_all: 0.2007 (0.2137) loss_rec_sfr: 0.2539 (0.2738) loss_cl: -0.2791 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [21:36:11.436603] Epoch: [365] [1340/2904] eta: 0:19:48 lr: 0.001468 loss: 0.1791 (0.1878) loss_rec_all: 0.2056 (0.2138) loss_rec_sfr: 0.2596 (0.2741) loss_cl: -0.2796 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [21:36:26.350805] Epoch: [365] [1360/2904] eta: 0:19:33 lr: 0.001468 loss: 0.1791 (0.1878) loss_rec_all: 0.2054 (0.2138) loss_rec_sfr: 0.2641 (0.2741) loss_cl: -0.2801 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [21:36:41.262287] Epoch: [365] [1380/2904] eta: 0:19:17 lr: 0.001468 loss: 0.1791 (0.1879) loss_rec_all: 0.2055 (0.2138) loss_rec_sfr: 0.2599 (0.2744) loss_cl: -0.2792 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [21:36:56.175561] Epoch: [365] [1400/2904] eta: 0:19:02 lr: 0.001468 loss: 0.1796 (0.1878) loss_rec_all: 0.2056 (0.2138) loss_rec_sfr: 0.2560 (0.2742) loss_cl: -0.2787 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [21:37:11.098422] Epoch: [365] [1420/2904] eta: 0:18:46 lr: 0.001468 loss: 0.1777 (0.1877) loss_rec_all: 0.2038 (0.2137) loss_rec_sfr: 0.2538 (0.2739) loss_cl: -0.2791 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [21:37:26.010080] Epoch: [365] [1440/2904] eta: 0:18:31 lr: 0.001468 loss: 0.1747 (0.1877) loss_rec_all: 0.2009 (0.2137) loss_rec_sfr: 0.2572 (0.2739) loss_cl: -0.2795 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [21:37:40.923520] Epoch: [365] [1460/2904] eta: 0:18:15 lr: 0.001468 loss: 0.1809 (0.1878) loss_rec_all: 0.2067 (0.2138) loss_rec_sfr: 0.2702 (0.2743) loss_cl: -0.2789 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [21:37:55.839504] Epoch: [365] [1480/2904] eta: 0:18:00 lr: 0.001468 loss: 0.1768 (0.1878) loss_rec_all: 0.2033 (0.2137) loss_rec_sfr: 0.2631 (0.2744) loss_cl: -0.2781 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [21:38:10.756848] Epoch: [365] [1500/2904] eta: 0:17:45 lr: 0.001468 loss: 0.1819 (0.1878) loss_rec_all: 0.2079 (0.2138) loss_rec_sfr: 0.2673 (0.2744) loss_cl: -0.2792 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [21:38:25.666370] Epoch: [365] [1520/2904] eta: 0:17:29 lr: 0.001468 loss: 0.1803 (0.1878) loss_rec_all: 0.2064 (0.2137) loss_rec_sfr: 0.2540 (0.2743) loss_cl: -0.2797 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [21:38:40.581527] Epoch: [365] [1540/2904] eta: 0:17:14 lr: 0.001468 loss: 0.1771 (0.1878) loss_rec_all: 0.2029 (0.2137) loss_rec_sfr: 0.2595 (0.2743) loss_cl: -0.2789 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [21:38:55.504467] Epoch: [365] [1560/2904] eta: 0:16:58 lr: 0.001468 loss: 0.1785 (0.1877) loss_rec_all: 0.2046 (0.2136) loss_rec_sfr: 0.2553 (0.2739) loss_cl: -0.2795 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [21:39:10.422157] Epoch: [365] [1580/2904] eta: 0:16:43 lr: 0.001468 loss: 0.1771 (0.1876) loss_rec_all: 0.2035 (0.2136) loss_rec_sfr: 0.2232 (0.2735) loss_cl: -0.2793 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [21:39:25.342161] Epoch: [365] [1600/2904] eta: 0:16:28 lr: 0.001468 loss: 0.1781 (0.1876) loss_rec_all: 0.2040 (0.2135) loss_rec_sfr: 0.2550 (0.2734) loss_cl: -0.2788 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [21:39:40.258103] Epoch: [365] [1620/2904] eta: 0:16:12 lr: 0.001468 loss: 0.1797 (0.1876) loss_rec_all: 0.2056 (0.2135) loss_rec_sfr: 0.2586 (0.2735) loss_cl: -0.2782 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [21:39:55.179991] Epoch: [365] [1640/2904] eta: 0:15:57 lr: 0.001468 loss: 0.1783 (0.1875) loss_rec_all: 0.2046 (0.2134) loss_rec_sfr: 0.2564 (0.2732) loss_cl: -0.2803 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [21:40:10.099423] Epoch: [365] [1660/2904] eta: 0:15:42 lr: 0.001468 loss: 0.1797 (0.1876) loss_rec_all: 0.2059 (0.2135) loss_rec_sfr: 0.2583 (0.2736) loss_cl: -0.2800 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [21:40:25.014406] Epoch: [365] [1680/2904] eta: 0:15:26 lr: 0.001468 loss: 0.1807 (0.1876) loss_rec_all: 0.2067 (0.2136) loss_rec_sfr: 0.2610 (0.2737) loss_cl: -0.2784 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [21:40:39.926313] Epoch: [365] [1700/2904] eta: 0:15:11 lr: 0.001468 loss: 0.1783 (0.1876) loss_rec_all: 0.2050 (0.2136) loss_rec_sfr: 0.2502 (0.2737) loss_cl: -0.2786 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [21:40:54.841746] Epoch: [365] [1720/2904] eta: 0:14:56 lr: 0.001468 loss: 0.1766 (0.1876) loss_rec_all: 0.2032 (0.2136) loss_rec_sfr: 0.2226 (0.2736) loss_cl: -0.2791 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [21:41:09.758950] Epoch: [365] [1740/2904] eta: 0:14:40 lr: 0.001468 loss: 0.1788 (0.1876) loss_rec_all: 0.2052 (0.2135) loss_rec_sfr: 0.2606 (0.2735) loss_cl: -0.2787 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [21:41:24.680425] Epoch: [365] [1760/2904] eta: 0:14:25 lr: 0.001468 loss: 0.1752 (0.1875) loss_rec_all: 0.2017 (0.2135) loss_rec_sfr: 0.2430 (0.2734) loss_cl: -0.2785 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [21:41:39.599556] Epoch: [365] [1780/2904] eta: 0:14:10 lr: 0.001468 loss: 0.1764 (0.1876) loss_rec_all: 0.2025 (0.2136) loss_rec_sfr: 0.2544 (0.2736) loss_cl: -0.2789 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [21:41:54.510510] Epoch: [365] [1800/2904] eta: 0:13:55 lr: 0.001467 loss: 0.1799 (0.1877) loss_rec_all: 0.2059 (0.2136) loss_rec_sfr: 0.2673 (0.2738) loss_cl: -0.2793 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [21:42:09.424634] Epoch: [365] [1820/2904] eta: 0:13:39 lr: 0.001467 loss: 0.1772 (0.1877) loss_rec_all: 0.2035 (0.2137) loss_rec_sfr: 0.2566 (0.2741) loss_cl: -0.2788 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [21:42:24.333632] Epoch: [365] [1840/2904] eta: 0:13:24 lr: 0.001467 loss: 0.1842 (0.1879) loss_rec_all: 0.2104 (0.2139) loss_rec_sfr: 0.2631 (0.2746) loss_cl: -0.2791 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [21:42:39.247657] Epoch: [365] [1860/2904] eta: 0:13:09 lr: 0.001467 loss: 0.1795 (0.1880) loss_rec_all: 0.2060 (0.2139) loss_rec_sfr: 0.2594 (0.2748) loss_cl: -0.2786 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [21:42:54.161241] Epoch: [365] [1880/2904] eta: 0:12:54 lr: 0.001467 loss: 0.1775 (0.1879) loss_rec_all: 0.2034 (0.2139) loss_rec_sfr: 0.2570 (0.2746) loss_cl: -0.2790 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [21:43:09.078528] Epoch: [365] [1900/2904] eta: 0:12:38 lr: 0.001467 loss: 0.1837 (0.1879) loss_rec_all: 0.2096 (0.2139) loss_rec_sfr: 0.2595 (0.2747) loss_cl: -0.2794 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [21:43:23.994224] Epoch: [365] [1920/2904] eta: 0:12:23 lr: 0.001467 loss: 0.1848 (0.1881) loss_rec_all: 0.2111 (0.2140) loss_rec_sfr: 0.2613 (0.2751) loss_cl: -0.2790 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [21:43:38.912841] Epoch: [365] [1940/2904] eta: 0:12:08 lr: 0.001467 loss: 0.1797 (0.1880) loss_rec_all: 0.2058 (0.2140) loss_rec_sfr: 0.2559 (0.2749) loss_cl: -0.2792 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [21:43:53.824007] Epoch: [365] [1960/2904] eta: 0:11:53 lr: 0.001467 loss: 0.1764 (0.1880) loss_rec_all: 0.2027 (0.2139) loss_rec_sfr: 0.2599 (0.2748) loss_cl: -0.2786 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [21:44:08.731910] Epoch: [365] [1980/2904] eta: 0:11:38 lr: 0.001467 loss: 0.1805 (0.1880) loss_rec_all: 0.2064 (0.2140) loss_rec_sfr: 0.2609 (0.2751) loss_cl: -0.2790 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [21:44:23.643617] Epoch: [365] [2000/2904] eta: 0:11:22 lr: 0.001467 loss: 0.1793 (0.1880) loss_rec_all: 0.2052 (0.2140) loss_rec_sfr: 0.2531 (0.2749) loss_cl: -0.2785 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [21:44:38.556783] Epoch: [365] [2020/2904] eta: 0:11:07 lr: 0.001467 loss: 0.1757 (0.1879) loss_rec_all: 0.2018 (0.2139) loss_rec_sfr: 0.2580 (0.2747) loss_cl: -0.2788 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [21:44:53.472643] Epoch: [365] [2040/2904] eta: 0:10:52 lr: 0.001467 loss: 0.1764 (0.1880) loss_rec_all: 0.2028 (0.2139) loss_rec_sfr: 0.2540 (0.2747) loss_cl: -0.2796 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [21:45:08.396729] Epoch: [365] [2060/2904] eta: 0:10:37 lr: 0.001467 loss: 0.1783 (0.1879) loss_rec_all: 0.2043 (0.2139) loss_rec_sfr: 0.2557 (0.2746) loss_cl: -0.2797 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [21:45:23.312069] Epoch: [365] [2080/2904] eta: 0:10:22 lr: 0.001467 loss: 0.1781 (0.1879) loss_rec_all: 0.2041 (0.2139) loss_rec_sfr: 0.2598 (0.2747) loss_cl: -0.2790 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [21:45:38.219953] Epoch: [365] [2100/2904] eta: 0:10:06 lr: 0.001467 loss: 0.1774 (0.1879) loss_rec_all: 0.2038 (0.2138) loss_rec_sfr: 0.2434 (0.2744) loss_cl: -0.2786 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [21:45:53.136529] Epoch: [365] [2120/2904] eta: 0:09:51 lr: 0.001467 loss: 0.1782 (0.1878) loss_rec_all: 0.2043 (0.2138) loss_rec_sfr: 0.2553 (0.2742) loss_cl: -0.2788 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [21:46:08.055102] Epoch: [365] [2140/2904] eta: 0:09:36 lr: 0.001467 loss: 0.1786 (0.1878) loss_rec_all: 0.2047 (0.2138) loss_rec_sfr: 0.2528 (0.2742) loss_cl: -0.2790 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [21:46:22.973921] Epoch: [365] [2160/2904] eta: 0:09:21 lr: 0.001467 loss: 0.1783 (0.1878) loss_rec_all: 0.2043 (0.2138) loss_rec_sfr: 0.2639 (0.2743) loss_cl: -0.2794 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [21:46:37.893306] Epoch: [365] [2180/2904] eta: 0:09:06 lr: 0.001467 loss: 0.1812 (0.1878) loss_rec_all: 0.2073 (0.2138) loss_rec_sfr: 0.2580 (0.2742) loss_cl: -0.2798 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [21:46:52.810387] Epoch: [365] [2200/2904] eta: 0:08:51 lr: 0.001467 loss: 0.1778 (0.1878) loss_rec_all: 0.2038 (0.2138) loss_rec_sfr: 0.2516 (0.2742) loss_cl: -0.2788 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [21:47:07.725972] Epoch: [365] [2220/2904] eta: 0:08:36 lr: 0.001467 loss: 0.1743 (0.1878) loss_rec_all: 0.2005 (0.2137) loss_rec_sfr: 0.2513 (0.2740) loss_cl: -0.2786 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [21:47:22.646721] Epoch: [365] [2240/2904] eta: 0:08:20 lr: 0.001467 loss: 0.1770 (0.1877) loss_rec_all: 0.2031 (0.2137) loss_rec_sfr: 0.2532 (0.2739) loss_cl: -0.2783 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [21:47:37.564851] Epoch: [365] [2260/2904] eta: 0:08:05 lr: 0.001467 loss: 0.1762 (0.1877) loss_rec_all: 0.2025 (0.2137) loss_rec_sfr: 0.2570 (0.2739) loss_cl: -0.2797 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [21:47:52.483024] Epoch: [365] [2280/2904] eta: 0:07:50 lr: 0.001467 loss: 0.1803 (0.1878) loss_rec_all: 0.2068 (0.2137) loss_rec_sfr: 0.2269 (0.2739) loss_cl: -0.2800 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [21:48:07.397966] Epoch: [365] [2300/2904] eta: 0:07:35 lr: 0.001467 loss: 0.1781 (0.1878) loss_rec_all: 0.2044 (0.2137) loss_rec_sfr: 0.2596 (0.2739) loss_cl: -0.2798 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [21:48:22.312558] Epoch: [365] [2320/2904] eta: 0:07:20 lr: 0.001467 loss: 0.1743 (0.1877) loss_rec_all: 0.2008 (0.2137) loss_rec_sfr: 0.2525 (0.2737) loss_cl: -0.2795 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [21:48:37.234932] Epoch: [365] [2340/2904] eta: 0:07:05 lr: 0.001467 loss: 0.1758 (0.1877) loss_rec_all: 0.2017 (0.2137) loss_rec_sfr: 0.2612 (0.2738) loss_cl: -0.2783 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [21:48:52.155484] Epoch: [365] [2360/2904] eta: 0:06:50 lr: 0.001467 loss: 0.1757 (0.1876) loss_rec_all: 0.2020 (0.2136) loss_rec_sfr: 0.2450 (0.2735) loss_cl: -0.2793 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [21:49:07.078841] Epoch: [365] [2380/2904] eta: 0:06:35 lr: 0.001467 loss: 0.1779 (0.1877) loss_rec_all: 0.2039 (0.2137) loss_rec_sfr: 0.2696 (0.2739) loss_cl: -0.2793 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [21:49:21.995107] Epoch: [365] [2400/2904] eta: 0:06:19 lr: 0.001466 loss: 0.1772 (0.1878) loss_rec_all: 0.2037 (0.2137) loss_rec_sfr: 0.2576 (0.2741) loss_cl: -0.2787 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [21:49:36.912122] Epoch: [365] [2420/2904] eta: 0:06:04 lr: 0.001466 loss: 0.1756 (0.1877) loss_rec_all: 0.2016 (0.2137) loss_rec_sfr: 0.2557 (0.2739) loss_cl: -0.2775 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [21:49:51.816416] Epoch: [365] [2440/2904] eta: 0:05:49 lr: 0.001466 loss: 0.1803 (0.1878) loss_rec_all: 0.2069 (0.2138) loss_rec_sfr: 0.2571 (0.2741) loss_cl: -0.2789 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [21:50:06.726972] Epoch: [365] [2460/2904] eta: 0:05:34 lr: 0.001466 loss: 0.1777 (0.1877) loss_rec_all: 0.2040 (0.2137) loss_rec_sfr: 0.2479 (0.2739) loss_cl: -0.2781 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [21:50:21.648547] Epoch: [365] [2480/2904] eta: 0:05:19 lr: 0.001466 loss: 0.1794 (0.1878) loss_rec_all: 0.2053 (0.2137) loss_rec_sfr: 0.2671 (0.2741) loss_cl: -0.2782 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [21:50:36.570198] Epoch: [365] [2500/2904] eta: 0:05:04 lr: 0.001466 loss: 0.1823 (0.1878) loss_rec_all: 0.2083 (0.2138) loss_rec_sfr: 0.2574 (0.2741) loss_cl: -0.2798 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [21:50:51.486142] Epoch: [365] [2520/2904] eta: 0:04:49 lr: 0.001466 loss: 0.1830 (0.1878) loss_rec_all: 0.2090 (0.2138) loss_rec_sfr: 0.2547 (0.2741) loss_cl: -0.2797 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [21:51:06.402133] Epoch: [365] [2540/2904] eta: 0:04:34 lr: 0.001466 loss: 0.1762 (0.1878) loss_rec_all: 0.2023 (0.2137) loss_rec_sfr: 0.2536 (0.2740) loss_cl: -0.2793 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [21:51:21.315898] Epoch: [365] [2560/2904] eta: 0:04:19 lr: 0.001466 loss: 0.1775 (0.1878) loss_rec_all: 0.2041 (0.2138) loss_rec_sfr: 0.2534 (0.2741) loss_cl: -0.2785 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [21:51:36.233792] Epoch: [365] [2580/2904] eta: 0:04:04 lr: 0.001466 loss: 0.1869 (0.1879) loss_rec_all: 0.2129 (0.2139) loss_rec_sfr: 0.2581 (0.2744) loss_cl: -0.2788 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [21:51:51.150324] Epoch: [365] [2600/2904] eta: 0:03:48 lr: 0.001466 loss: 0.1778 (0.1879) loss_rec_all: 0.2043 (0.2139) loss_rec_sfr: 0.2556 (0.2743) loss_cl: -0.2791 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [21:52:06.068342] Epoch: [365] [2620/2904] eta: 0:03:33 lr: 0.001466 loss: 0.1811 (0.1879) loss_rec_all: 0.2073 (0.2139) loss_rec_sfr: 0.2592 (0.2744) loss_cl: -0.2791 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [21:52:20.986613] Epoch: [365] [2640/2904] eta: 0:03:18 lr: 0.001466 loss: 0.1739 (0.1879) loss_rec_all: 0.2005 (0.2138) loss_rec_sfr: 0.2530 (0.2742) loss_cl: -0.2793 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [21:52:35.899656] Epoch: [365] [2660/2904] eta: 0:03:03 lr: 0.001466 loss: 0.1784 (0.1878) loss_rec_all: 0.2044 (0.2138) loss_rec_sfr: 0.2646 (0.2741) loss_cl: -0.2791 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [21:52:50.812131] Epoch: [365] [2680/2904] eta: 0:02:48 lr: 0.001466 loss: 0.1781 (0.1878) loss_rec_all: 0.2044 (0.2138) loss_rec_sfr: 0.2678 (0.2742) loss_cl: -0.2784 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [21:53:05.726396] Epoch: [365] [2700/2904] eta: 0:02:33 lr: 0.001466 loss: 0.1832 (0.1879) loss_rec_all: 0.2093 (0.2139) loss_rec_sfr: 0.2572 (0.2744) loss_cl: -0.2781 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [21:53:20.638750] Epoch: [365] [2720/2904] eta: 0:02:18 lr: 0.001466 loss: 0.1770 (0.1879) loss_rec_all: 0.2031 (0.2139) loss_rec_sfr: 0.2607 (0.2746) loss_cl: -0.2785 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [21:53:35.548831] Epoch: [365] [2740/2904] eta: 0:02:03 lr: 0.001466 loss: 0.1772 (0.1880) loss_rec_all: 0.2032 (0.2139) loss_rec_sfr: 0.2562 (0.2747) loss_cl: -0.2788 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [21:53:50.467324] Epoch: [365] [2760/2904] eta: 0:01:48 lr: 0.001466 loss: 0.1765 (0.1879) loss_rec_all: 0.2026 (0.2139) loss_rec_sfr: 0.2541 (0.2745) loss_cl: -0.2797 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [21:54:05.387086] Epoch: [365] [2780/2904] eta: 0:01:33 lr: 0.001466 loss: 0.1745 (0.1879) loss_rec_all: 0.2006 (0.2138) loss_rec_sfr: 0.2518 (0.2744) loss_cl: -0.2804 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [21:54:20.304383] Epoch: [365] [2800/2904] eta: 0:01:18 lr: 0.001466 loss: 0.1797 (0.1879) loss_rec_all: 0.2061 (0.2139) loss_rec_sfr: 0.2556 (0.2744) loss_cl: -0.2788 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [21:54:35.222606] Epoch: [365] [2820/2904] eta: 0:01:03 lr: 0.001466 loss: 0.1792 (0.1879) loss_rec_all: 0.2052 (0.2139) loss_rec_sfr: 0.2584 (0.2745) loss_cl: -0.2783 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [21:54:50.166424] Epoch: [365] [2840/2904] eta: 0:00:48 lr: 0.001466 loss: 0.1778 (0.1879) loss_rec_all: 0.2041 (0.2139) loss_rec_sfr: 0.2554 (0.2744) loss_cl: -0.2791 (-0.2789) time: 0.7472 data: 0.0023 max mem: 29860 [21:55:05.062783] Epoch: [365] [2860/2904] eta: 0:00:33 lr: 0.001466 loss: 0.1799 (0.1880) loss_rec_all: 0.2058 (0.2139) loss_rec_sfr: 0.2666 (0.2747) loss_cl: -0.2794 (-0.2789) time: 0.7448 data: 0.0001 max mem: 29860 [21:55:19.960828] Epoch: [365] [2880/2904] eta: 0:00:18 lr: 0.001466 loss: 0.1777 (0.1879) loss_rec_all: 0.2041 (0.2139) loss_rec_sfr: 0.2607 (0.2746) loss_cl: -0.2798 (-0.2789) time: 0.7449 data: 0.0001 max mem: 29860 [21:55:34.859908] Epoch: [365] [2900/2904] eta: 0:00:03 lr: 0.001466 loss: 0.1783 (0.1879) loss_rec_all: 0.2049 (0.2139) loss_rec_sfr: 0.2548 (0.2745) loss_cl: -0.2790 (-0.2789) time: 0.7449 data: 0.0001 max mem: 29860 [21:55:37.102395] Epoch: [365] [2903/2904] eta: 0:00:00 lr: 0.001466 loss: 0.1783 (0.1880) loss_rec_all: 0.2049 (0.2139) loss_rec_sfr: 0.2557 (0.2747) loss_cl: -0.2790 (-0.2789) time: 0.7449 data: 0.0001 max mem: 29860 [21:55:39.177107] Epoch: [365] Total time: 0:36:27 (0.7531 s / it) [21:55:39.187720] Averaged stats: lr: 0.001466 loss: 0.1783 (0.1905) loss_rec_all: 0.2049 (0.2141) loss_rec_sfr: 0.2557 (0.2747) loss_cl: -0.2790 (-0.2557) [21:55:39.192391] log_dir: ./checkpoint/VF2_ViT-B [21:55:55.969505] Epoch: [366] [ 0/2904] eta: 13:31:56 lr: 0.001466 loss: 0.1724 (0.1724) loss_rec_all: 0.1985 (0.1985) loss_rec_sfr: 0.2625 (0.2625) loss_cl: -0.2794 (-0.2794) time: 16.7757 data: 14.6168 max mem: 29860 [21:56:11.950927] Epoch: [366] [ 20/2904] eta: 1:14:58 lr: 0.001466 loss: 0.1770 (0.1835) loss_rec_all: 0.2033 (0.2095) loss_rec_sfr: 0.2242 (0.2556) loss_cl: -0.2784 (-0.2786) time: 0.7990 data: 0.0479 max mem: 29860 [21:56:26.831240] Epoch: [366] [ 40/2904] eta: 0:55:27 lr: 0.001466 loss: 0.1805 (0.1847) loss_rec_all: 0.2065 (0.2107) loss_rec_sfr: 0.2641 (0.2654) loss_cl: -0.2789 (-0.2786) time: 0.7440 data: 0.0002 max mem: 29860 [21:56:41.711335] Epoch: [366] [ 60/2904] eta: 0:48:34 lr: 0.001466 loss: 0.1768 (0.1866) loss_rec_all: 0.2030 (0.2126) loss_rec_sfr: 0.2611 (0.2725) loss_cl: -0.2786 (-0.2787) time: 0.7440 data: 0.0002 max mem: 29860 [21:56:56.609593] Epoch: [366] [ 80/2904] eta: 0:44:58 lr: 0.001466 loss: 0.1777 (0.1872) loss_rec_all: 0.2041 (0.2131) loss_rec_sfr: 0.2593 (0.2718) loss_cl: -0.2785 (-0.2786) time: 0.7449 data: 0.0002 max mem: 29860 [21:57:11.511458] Epoch: [366] [ 100/2904] eta: 0:42:42 lr: 0.001465 loss: 0.1783 (0.1876) loss_rec_all: 0.2044 (0.2135) loss_rec_sfr: 0.2470 (0.2717) loss_cl: -0.2790 (-0.2787) time: 0.7451 data: 0.0002 max mem: 29860 [21:57:26.425579] Epoch: [366] [ 120/2904] eta: 0:41:07 lr: 0.001465 loss: 0.1777 (0.1866) loss_rec_all: 0.2043 (0.2126) loss_rec_sfr: 0.2510 (0.2681) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [21:57:41.338102] Epoch: [366] [ 140/2904] eta: 0:39:54 lr: 0.001465 loss: 0.1749 (0.1859) loss_rec_all: 0.2012 (0.2119) loss_rec_sfr: 0.2162 (0.2651) loss_cl: -0.2793 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [21:57:56.269411] Epoch: [366] [ 160/2904] eta: 0:38:56 lr: 0.001465 loss: 0.1754 (0.1861) loss_rec_all: 0.2017 (0.2121) loss_rec_sfr: 0.2604 (0.2671) loss_cl: -0.2792 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [21:58:11.186864] Epoch: [366] [ 180/2904] eta: 0:38:07 lr: 0.001465 loss: 0.1862 (0.1875) loss_rec_all: 0.2123 (0.2134) loss_rec_sfr: 0.2557 (0.2716) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [21:58:26.104348] Epoch: [366] [ 200/2904] eta: 0:37:25 lr: 0.001465 loss: 0.1799 (0.1879) loss_rec_all: 0.2062 (0.2138) loss_rec_sfr: 0.2580 (0.2726) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [21:58:41.025395] Epoch: [366] [ 220/2904] eta: 0:36:48 lr: 0.001465 loss: 0.1814 (0.1879) loss_rec_all: 0.2073 (0.2139) loss_rec_sfr: 0.2492 (0.2722) loss_cl: -0.2791 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [21:58:55.941045] Epoch: [366] [ 240/2904] eta: 0:36:14 lr: 0.001465 loss: 0.1757 (0.1876) loss_rec_all: 0.2019 (0.2135) loss_rec_sfr: 0.2513 (0.2715) loss_cl: -0.2798 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [21:59:10.889788] Epoch: [366] [ 260/2904] eta: 0:35:44 lr: 0.001465 loss: 0.1825 (0.1884) loss_rec_all: 0.2088 (0.2144) loss_rec_sfr: 0.2629 (0.2748) loss_cl: -0.2792 (-0.2789) time: 0.7474 data: 0.0002 max mem: 29860 [21:59:25.810678] Epoch: [366] [ 280/2904] eta: 0:35:16 lr: 0.001465 loss: 0.1780 (0.1882) loss_rec_all: 0.2041 (0.2142) loss_rec_sfr: 0.2554 (0.2741) loss_cl: -0.2781 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [21:59:40.901053] Epoch: [366] [ 300/2904] eta: 0:34:50 lr: 0.001465 loss: 0.1776 (0.1882) loss_rec_all: 0.2037 (0.2142) loss_rec_sfr: 0.2523 (0.2741) loss_cl: -0.2786 (-0.2789) time: 0.7545 data: 0.0002 max mem: 29860 [21:59:55.822964] Epoch: [366] [ 320/2904] eta: 0:34:25 lr: 0.001465 loss: 0.1791 (0.1883) loss_rec_all: 0.2051 (0.2143) loss_rec_sfr: 0.2675 (0.2747) loss_cl: -0.2788 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [22:00:10.740571] Epoch: [366] [ 340/2904] eta: 0:34:01 lr: 0.001465 loss: 0.1794 (0.1879) loss_rec_all: 0.2057 (0.2139) loss_rec_sfr: 0.2578 (0.2735) loss_cl: -0.2797 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [22:00:25.659425] Epoch: [366] [ 360/2904] eta: 0:33:38 lr: 0.001465 loss: 0.1755 (0.1878) loss_rec_all: 0.2019 (0.2137) loss_rec_sfr: 0.2613 (0.2727) loss_cl: -0.2793 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [22:00:40.576633] Epoch: [366] [ 380/2904] eta: 0:33:16 lr: 0.001465 loss: 0.1764 (0.1877) loss_rec_all: 0.2028 (0.2137) loss_rec_sfr: 0.2588 (0.2727) loss_cl: -0.2793 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [22:00:55.497386] Epoch: [366] [ 400/2904] eta: 0:32:55 lr: 0.001465 loss: 0.1783 (0.1876) loss_rec_all: 0.2045 (0.2136) loss_rec_sfr: 0.2648 (0.2728) loss_cl: -0.2794 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [22:01:10.416492] Epoch: [366] [ 420/2904] eta: 0:32:34 lr: 0.001465 loss: 0.1743 (0.1873) loss_rec_all: 0.2010 (0.2133) loss_rec_sfr: 0.2593 (0.2721) loss_cl: -0.2796 (-0.2790) time: 0.7459 data: 0.0002 max mem: 29860 [22:01:25.331067] Epoch: [366] [ 440/2904] eta: 0:32:13 lr: 0.001465 loss: 0.1775 (0.1873) loss_rec_all: 0.2039 (0.2133) loss_rec_sfr: 0.2639 (0.2722) loss_cl: -0.2797 (-0.2790) time: 0.7457 data: 0.0002 max mem: 29860 [22:01:40.245961] Epoch: [366] [ 460/2904] eta: 0:31:54 lr: 0.001465 loss: 0.1813 (0.1874) loss_rec_all: 0.2073 (0.2134) loss_rec_sfr: 0.2627 (0.2725) loss_cl: -0.2791 (-0.2790) time: 0.7457 data: 0.0002 max mem: 29860 [22:01:55.163179] Epoch: [366] [ 480/2904] eta: 0:31:34 lr: 0.001465 loss: 0.1781 (0.1873) loss_rec_all: 0.2042 (0.2133) loss_rec_sfr: 0.2539 (0.2720) loss_cl: -0.2783 (-0.2790) time: 0.7458 data: 0.0002 max mem: 29860 [22:02:10.081357] Epoch: [366] [ 500/2904] eta: 0:31:15 lr: 0.001465 loss: 0.1795 (0.1874) loss_rec_all: 0.2056 (0.2134) loss_rec_sfr: 0.2609 (0.2726) loss_cl: -0.2791 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [22:02:24.999447] Epoch: [366] [ 520/2904] eta: 0:30:56 lr: 0.001465 loss: 0.1797 (0.1873) loss_rec_all: 0.2059 (0.2133) loss_rec_sfr: 0.2549 (0.2721) loss_cl: -0.2798 (-0.2790) time: 0.7459 data: 0.0002 max mem: 29860 [22:02:39.916095] Epoch: [366] [ 540/2904] eta: 0:30:38 lr: 0.001465 loss: 0.1766 (0.1874) loss_rec_all: 0.2027 (0.2134) loss_rec_sfr: 0.2635 (0.2729) loss_cl: -0.2794 (-0.2790) time: 0.7458 data: 0.0002 max mem: 29860 [22:02:54.836581] Epoch: [366] [ 560/2904] eta: 0:30:20 lr: 0.001465 loss: 0.1802 (0.1878) loss_rec_all: 0.2063 (0.2138) loss_rec_sfr: 0.2623 (0.2743) loss_cl: -0.2787 (-0.2790) time: 0.7460 data: 0.0002 max mem: 29860 [22:03:09.752761] Epoch: [366] [ 580/2904] eta: 0:30:02 lr: 0.001465 loss: 0.1780 (0.1877) loss_rec_all: 0.2040 (0.2136) loss_rec_sfr: 0.2549 (0.2737) loss_cl: -0.2781 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [22:03:24.663894] Epoch: [366] [ 600/2904] eta: 0:29:44 lr: 0.001465 loss: 0.1804 (0.1878) loss_rec_all: 0.2068 (0.2138) loss_rec_sfr: 0.2505 (0.2741) loss_cl: -0.2780 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [22:03:39.577223] Epoch: [366] [ 620/2904] eta: 0:29:26 lr: 0.001465 loss: 0.1760 (0.1879) loss_rec_all: 0.2026 (0.2139) loss_rec_sfr: 0.2486 (0.2742) loss_cl: -0.2789 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [22:03:54.488920] Epoch: [366] [ 640/2904] eta: 0:29:09 lr: 0.001465 loss: 0.1802 (0.1879) loss_rec_all: 0.2065 (0.2139) loss_rec_sfr: 0.2559 (0.2742) loss_cl: -0.2795 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [22:04:09.403095] Epoch: [366] [ 660/2904] eta: 0:28:51 lr: 0.001465 loss: 0.1774 (0.1879) loss_rec_all: 0.2036 (0.2139) loss_rec_sfr: 0.2626 (0.2744) loss_cl: -0.2791 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [22:04:24.321624] Epoch: [366] [ 680/2904] eta: 0:28:34 lr: 0.001465 loss: 0.1790 (0.1879) loss_rec_all: 0.2049 (0.2139) loss_rec_sfr: 0.2607 (0.2744) loss_cl: -0.2789 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [22:04:39.243991] Epoch: [366] [ 700/2904] eta: 0:28:17 lr: 0.001464 loss: 0.1751 (0.1875) loss_rec_all: 0.2013 (0.2135) loss_rec_sfr: 0.2527 (0.2735) loss_cl: -0.2779 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [22:04:54.161561] Epoch: [366] [ 720/2904] eta: 0:28:00 lr: 0.001464 loss: 0.1779 (0.1876) loss_rec_all: 0.2042 (0.2135) loss_rec_sfr: 0.2567 (0.2734) loss_cl: -0.2788 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [22:05:09.078372] Epoch: [366] [ 740/2904] eta: 0:27:44 lr: 0.001464 loss: 0.1764 (0.1874) loss_rec_all: 0.2028 (0.2134) loss_rec_sfr: 0.2187 (0.2727) loss_cl: -0.2790 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [22:05:23.997370] Epoch: [366] [ 760/2904] eta: 0:27:27 lr: 0.001464 loss: 0.1782 (0.1875) loss_rec_all: 0.2044 (0.2135) loss_rec_sfr: 0.2575 (0.2731) loss_cl: -0.2791 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [22:05:38.916389] Epoch: [366] [ 780/2904] eta: 0:27:10 lr: 0.001464 loss: 0.1774 (0.1876) loss_rec_all: 0.2034 (0.2136) loss_rec_sfr: 0.2557 (0.2735) loss_cl: -0.2786 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [22:05:53.835902] Epoch: [366] [ 800/2904] eta: 0:26:54 lr: 0.001464 loss: 0.1760 (0.1876) loss_rec_all: 0.2022 (0.2135) loss_rec_sfr: 0.2552 (0.2734) loss_cl: -0.2789 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [22:06:08.751752] Epoch: [366] [ 820/2904] eta: 0:26:37 lr: 0.001464 loss: 0.1758 (0.1875) loss_rec_all: 0.2023 (0.2135) loss_rec_sfr: 0.2176 (0.2727) loss_cl: -0.2793 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [22:06:23.661359] Epoch: [366] [ 840/2904] eta: 0:26:21 lr: 0.001464 loss: 0.1798 (0.1876) loss_rec_all: 0.2062 (0.2135) loss_rec_sfr: 0.2566 (0.2731) loss_cl: -0.2800 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [22:06:38.576788] Epoch: [366] [ 860/2904] eta: 0:26:05 lr: 0.001464 loss: 0.1832 (0.1878) loss_rec_all: 0.2094 (0.2137) loss_rec_sfr: 0.2570 (0.2737) loss_cl: -0.2796 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [22:06:53.498131] Epoch: [366] [ 880/2904] eta: 0:25:49 lr: 0.001464 loss: 0.1741 (0.1875) loss_rec_all: 0.2003 (0.2135) loss_rec_sfr: 0.2171 (0.2727) loss_cl: -0.2791 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [22:07:08.415774] Epoch: [366] [ 900/2904] eta: 0:25:32 lr: 0.001464 loss: 0.1808 (0.1876) loss_rec_all: 0.2067 (0.2135) loss_rec_sfr: 0.2569 (0.2730) loss_cl: -0.2786 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [22:07:23.335734] Epoch: [366] [ 920/2904] eta: 0:25:16 lr: 0.001464 loss: 0.1816 (0.1876) loss_rec_all: 0.2074 (0.2135) loss_rec_sfr: 0.2517 (0.2731) loss_cl: -0.2778 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [22:07:38.251339] Epoch: [366] [ 940/2904] eta: 0:25:00 lr: 0.001464 loss: 0.1781 (0.1875) loss_rec_all: 0.2039 (0.2135) loss_rec_sfr: 0.2672 (0.2730) loss_cl: -0.2786 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [22:07:53.163399] Epoch: [366] [ 960/2904] eta: 0:24:44 lr: 0.001464 loss: 0.1792 (0.1876) loss_rec_all: 0.2055 (0.2136) loss_rec_sfr: 0.2586 (0.2733) loss_cl: -0.2793 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [22:08:08.079934] Epoch: [366] [ 980/2904] eta: 0:24:28 lr: 0.001464 loss: 0.1789 (0.1877) loss_rec_all: 0.2053 (0.2136) loss_rec_sfr: 0.2168 (0.2734) loss_cl: -0.2793 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [22:08:22.998719] Epoch: [366] [1000/2904] eta: 0:24:12 lr: 0.001464 loss: 0.1791 (0.1876) loss_rec_all: 0.2055 (0.2136) loss_rec_sfr: 0.2551 (0.2731) loss_cl: -0.2789 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [22:08:37.919901] Epoch: [366] [1020/2904] eta: 0:23:56 lr: 0.001464 loss: 0.1804 (0.1879) loss_rec_all: 0.2065 (0.2138) loss_rec_sfr: 0.2668 (0.2740) loss_cl: -0.2787 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [22:08:52.839556] Epoch: [366] [1040/2904] eta: 0:23:41 lr: 0.001464 loss: 0.1782 (0.1878) loss_rec_all: 0.2045 (0.2137) loss_rec_sfr: 0.2645 (0.2739) loss_cl: -0.2797 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [22:09:07.760897] Epoch: [366] [1060/2904] eta: 0:23:25 lr: 0.001464 loss: 0.1786 (0.1878) loss_rec_all: 0.2047 (0.2137) loss_rec_sfr: 0.2628 (0.2739) loss_cl: -0.2793 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [22:09:22.681819] Epoch: [366] [1080/2904] eta: 0:23:09 lr: 0.001464 loss: 0.1769 (0.1877) loss_rec_all: 0.2028 (0.2137) loss_rec_sfr: 0.2498 (0.2736) loss_cl: -0.2786 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [22:09:37.602733] Epoch: [366] [1100/2904] eta: 0:22:53 lr: 0.001464 loss: 0.1780 (0.1876) loss_rec_all: 0.2046 (0.2136) loss_rec_sfr: 0.2591 (0.2734) loss_cl: -0.2786 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [22:09:52.517732] Epoch: [366] [1120/2904] eta: 0:22:37 lr: 0.001464 loss: 0.1811 (0.1877) loss_rec_all: 0.2076 (0.2137) loss_rec_sfr: 0.2512 (0.2733) loss_cl: -0.2795 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [22:10:07.433714] Epoch: [366] [1140/2904] eta: 0:22:22 lr: 0.001464 loss: 0.1757 (0.1876) loss_rec_all: 0.2021 (0.2136) loss_rec_sfr: 0.2185 (0.2728) loss_cl: -0.2798 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [22:10:22.352565] Epoch: [366] [1160/2904] eta: 0:22:06 lr: 0.001464 loss: 0.1822 (0.1877) loss_rec_all: 0.2083 (0.2137) loss_rec_sfr: 0.2580 (0.2731) loss_cl: -0.2791 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [22:10:37.271321] Epoch: [366] [1180/2904] eta: 0:21:50 lr: 0.001464 loss: 0.1766 (0.1878) loss_rec_all: 0.2030 (0.2138) loss_rec_sfr: 0.2568 (0.2736) loss_cl: -0.2784 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [22:10:52.188229] Epoch: [366] [1200/2904] eta: 0:21:35 lr: 0.001464 loss: 0.1787 (0.1878) loss_rec_all: 0.2050 (0.2137) loss_rec_sfr: 0.2543 (0.2735) loss_cl: -0.2783 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [22:11:07.103237] Epoch: [366] [1220/2904] eta: 0:21:19 lr: 0.001464 loss: 0.1743 (0.1876) loss_rec_all: 0.2009 (0.2136) loss_rec_sfr: 0.2190 (0.2730) loss_cl: -0.2786 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [22:11:22.016996] Epoch: [366] [1240/2904] eta: 0:21:04 lr: 0.001464 loss: 0.1776 (0.1876) loss_rec_all: 0.2036 (0.2136) loss_rec_sfr: 0.2626 (0.2730) loss_cl: -0.2790 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [22:11:36.929524] Epoch: [366] [1260/2904] eta: 0:20:48 lr: 0.001464 loss: 0.1778 (0.1876) loss_rec_all: 0.2040 (0.2135) loss_rec_sfr: 0.2554 (0.2729) loss_cl: -0.2784 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [22:11:51.843714] Epoch: [366] [1280/2904] eta: 0:20:33 lr: 0.001464 loss: 0.1771 (0.1874) loss_rec_all: 0.2034 (0.2134) loss_rec_sfr: 0.2215 (0.2723) loss_cl: -0.2796 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [22:12:06.754765] Epoch: [366] [1300/2904] eta: 0:20:17 lr: 0.001463 loss: 0.1744 (0.1873) loss_rec_all: 0.2005 (0.2133) loss_rec_sfr: 0.2606 (0.2722) loss_cl: -0.2794 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [22:12:21.667846] Epoch: [366] [1320/2904] eta: 0:20:01 lr: 0.001463 loss: 0.1799 (0.1873) loss_rec_all: 0.2060 (0.2133) loss_rec_sfr: 0.2582 (0.2721) loss_cl: -0.2795 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [22:12:36.585507] Epoch: [366] [1340/2904] eta: 0:19:46 lr: 0.001463 loss: 0.1749 (0.1872) loss_rec_all: 0.2009 (0.2132) loss_rec_sfr: 0.2242 (0.2717) loss_cl: -0.2791 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [22:12:51.502788] Epoch: [366] [1360/2904] eta: 0:19:31 lr: 0.001463 loss: 0.1844 (0.1874) loss_rec_all: 0.2106 (0.2134) loss_rec_sfr: 0.2606 (0.2724) loss_cl: -0.2790 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [22:13:06.419760] Epoch: [366] [1380/2904] eta: 0:19:15 lr: 0.001463 loss: 0.1765 (0.1874) loss_rec_all: 0.2029 (0.2134) loss_rec_sfr: 0.2580 (0.2725) loss_cl: -0.2793 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [22:13:21.335545] Epoch: [366] [1400/2904] eta: 0:19:00 lr: 0.001463 loss: 0.1779 (0.1874) loss_rec_all: 0.2037 (0.2134) loss_rec_sfr: 0.2553 (0.2725) loss_cl: -0.2796 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [22:13:36.249590] Epoch: [366] [1420/2904] eta: 0:18:44 lr: 0.001463 loss: 0.1837 (0.1875) loss_rec_all: 0.2100 (0.2135) loss_rec_sfr: 0.2568 (0.2728) loss_cl: -0.2777 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [22:13:51.159360] Epoch: [366] [1440/2904] eta: 0:18:29 lr: 0.001463 loss: 0.1787 (0.1875) loss_rec_all: 0.2047 (0.2135) loss_rec_sfr: 0.2528 (0.2726) loss_cl: -0.2780 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [22:14:06.075118] Epoch: [366] [1460/2904] eta: 0:18:13 lr: 0.001463 loss: 0.1808 (0.1874) loss_rec_all: 0.2069 (0.2134) loss_rec_sfr: 0.2581 (0.2724) loss_cl: -0.2801 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [22:14:20.992520] Epoch: [366] [1480/2904] eta: 0:17:58 lr: 0.001463 loss: 0.1782 (0.1874) loss_rec_all: 0.2044 (0.2134) loss_rec_sfr: 0.2491 (0.2721) loss_cl: -0.2800 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [22:14:35.908020] Epoch: [366] [1500/2904] eta: 0:17:43 lr: 0.001463 loss: 0.1809 (0.1876) loss_rec_all: 0.2069 (0.2135) loss_rec_sfr: 0.2681 (0.2729) loss_cl: -0.2783 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [22:14:50.821357] Epoch: [366] [1520/2904] eta: 0:17:27 lr: 0.001463 loss: 0.1794 (0.1876) loss_rec_all: 0.2057 (0.2136) loss_rec_sfr: 0.2534 (0.2729) loss_cl: -0.2781 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [22:15:05.736516] Epoch: [366] [1540/2904] eta: 0:17:12 lr: 0.001463 loss: 0.1744 (0.1875) loss_rec_all: 0.2007 (0.2135) loss_rec_sfr: 0.2316 (0.2726) loss_cl: -0.2791 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [22:15:20.646723] Epoch: [366] [1560/2904] eta: 0:16:57 lr: 0.001463 loss: 0.1745 (0.1873) loss_rec_all: 0.2005 (0.2133) loss_rec_sfr: 0.2497 (0.2722) loss_cl: -0.2799 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [22:15:35.561495] Epoch: [366] [1580/2904] eta: 0:16:41 lr: 0.001463 loss: 0.1770 (0.1874) loss_rec_all: 0.2032 (0.2134) loss_rec_sfr: 0.2610 (0.2725) loss_cl: -0.2798 (-0.2789) time: 0.7457 data: 0.0003 max mem: 29860 [22:15:50.482765] Epoch: [366] [1600/2904] eta: 0:16:26 lr: 0.001463 loss: 0.1826 (0.1874) loss_rec_all: 0.2084 (0.2133) loss_rec_sfr: 0.2540 (0.2723) loss_cl: -0.2780 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [22:16:05.398405] Epoch: [366] [1620/2904] eta: 0:16:11 lr: 0.001463 loss: 0.1774 (0.1874) loss_rec_all: 0.2032 (0.2133) loss_rec_sfr: 0.2576 (0.2723) loss_cl: -0.2778 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [22:16:20.312289] Epoch: [366] [1640/2904] eta: 0:15:55 lr: 0.001463 loss: 0.1774 (0.1874) loss_rec_all: 0.2034 (0.2134) loss_rec_sfr: 0.2624 (0.2725) loss_cl: -0.2788 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [22:16:35.225547] Epoch: [366] [1660/2904] eta: 0:15:40 lr: 0.001463 loss: 0.1792 (0.1875) loss_rec_all: 0.2055 (0.2135) loss_rec_sfr: 0.2584 (0.2729) loss_cl: -0.2784 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [22:16:50.141493] Epoch: [366] [1680/2904] eta: 0:15:25 lr: 0.001463 loss: 0.1777 (0.1876) loss_rec_all: 0.2038 (0.2135) loss_rec_sfr: 0.2574 (0.2732) loss_cl: -0.2793 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [22:17:05.059562] Epoch: [366] [1700/2904] eta: 0:15:10 lr: 0.001463 loss: 0.1807 (0.1877) loss_rec_all: 0.2071 (0.2136) loss_rec_sfr: 0.2566 (0.2734) loss_cl: -0.2792 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [22:17:19.972937] Epoch: [366] [1720/2904] eta: 0:14:54 lr: 0.001463 loss: 0.1758 (0.1876) loss_rec_all: 0.2021 (0.2136) loss_rec_sfr: 0.2570 (0.2733) loss_cl: -0.2792 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [22:17:34.881452] Epoch: [366] [1740/2904] eta: 0:14:39 lr: 0.001463 loss: 0.1765 (0.1877) loss_rec_all: 0.2026 (0.2137) loss_rec_sfr: 0.2584 (0.2737) loss_cl: -0.2793 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [22:17:49.792913] Epoch: [366] [1760/2904] eta: 0:14:24 lr: 0.001463 loss: 0.1782 (0.1879) loss_rec_all: 0.2043 (0.2138) loss_rec_sfr: 0.2558 (0.2742) loss_cl: -0.2795 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [22:18:04.703108] Epoch: [366] [1780/2904] eta: 0:14:09 lr: 0.001463 loss: 0.1741 (0.1879) loss_rec_all: 0.2003 (0.2138) loss_rec_sfr: 0.2512 (0.2742) loss_cl: -0.2791 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [22:18:19.758739] Epoch: [366] [1800/2904] eta: 0:13:53 lr: 0.001463 loss: 0.1768 (0.1878) loss_rec_all: 0.2026 (0.2138) loss_rec_sfr: 0.2575 (0.2741) loss_cl: -0.2782 (-0.2789) time: 0.7527 data: 0.0002 max mem: 29860 [22:18:34.668710] Epoch: [366] [1820/2904] eta: 0:13:38 lr: 0.001463 loss: 0.1770 (0.1878) loss_rec_all: 0.2034 (0.2138) loss_rec_sfr: 0.2280 (0.2740) loss_cl: -0.2781 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [22:18:49.581797] Epoch: [366] [1840/2904] eta: 0:13:23 lr: 0.001463 loss: 0.1796 (0.1878) loss_rec_all: 0.2054 (0.2138) loss_rec_sfr: 0.2345 (0.2740) loss_cl: -0.2790 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [22:19:04.491871] Epoch: [366] [1860/2904] eta: 0:13:08 lr: 0.001463 loss: 0.1842 (0.1880) loss_rec_all: 0.2104 (0.2139) loss_rec_sfr: 0.2544 (0.2743) loss_cl: -0.2794 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [22:19:19.400536] Epoch: [366] [1880/2904] eta: 0:12:53 lr: 0.001463 loss: 0.1769 (0.1880) loss_rec_all: 0.2034 (0.2140) loss_rec_sfr: 0.2505 (0.2743) loss_cl: -0.2796 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [22:19:34.314862] Epoch: [366] [1900/2904] eta: 0:12:37 lr: 0.001462 loss: 0.1749 (0.1880) loss_rec_all: 0.2015 (0.2140) loss_rec_sfr: 0.2643 (0.2744) loss_cl: -0.2793 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [22:19:49.226859] Epoch: [366] [1920/2904] eta: 0:12:22 lr: 0.001462 loss: 0.1786 (0.1880) loss_rec_all: 0.2050 (0.2140) loss_rec_sfr: 0.2566 (0.2744) loss_cl: -0.2785 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [22:20:04.142257] Epoch: [366] [1940/2904] eta: 0:12:07 lr: 0.001462 loss: 0.1809 (0.1880) loss_rec_all: 0.2070 (0.2140) loss_rec_sfr: 0.2610 (0.2744) loss_cl: -0.2782 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [22:20:19.050042] Epoch: [366] [1960/2904] eta: 0:11:52 lr: 0.001462 loss: 0.1812 (0.1880) loss_rec_all: 0.2072 (0.2139) loss_rec_sfr: 0.2547 (0.2744) loss_cl: -0.2790 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [22:20:33.961181] Epoch: [366] [1980/2904] eta: 0:11:37 lr: 0.001462 loss: 0.1824 (0.1880) loss_rec_all: 0.2086 (0.2140) loss_rec_sfr: 0.2550 (0.2745) loss_cl: -0.2787 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [22:20:48.876065] Epoch: [366] [2000/2904] eta: 0:11:21 lr: 0.001462 loss: 0.1805 (0.1880) loss_rec_all: 0.2067 (0.2140) loss_rec_sfr: 0.2559 (0.2745) loss_cl: -0.2787 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [22:21:03.792626] Epoch: [366] [2020/2904] eta: 0:11:06 lr: 0.001462 loss: 0.1778 (0.1880) loss_rec_all: 0.2042 (0.2140) loss_rec_sfr: 0.2499 (0.2745) loss_cl: -0.2789 (-0.2789) time: 0.7458 data: 0.0003 max mem: 29860 [22:21:18.704822] Epoch: [366] [2040/2904] eta: 0:10:51 lr: 0.001462 loss: 0.1800 (0.1880) loss_rec_all: 0.2062 (0.2140) loss_rec_sfr: 0.2569 (0.2744) loss_cl: -0.2793 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [22:21:33.619839] Epoch: [366] [2060/2904] eta: 0:10:36 lr: 0.001462 loss: 0.1771 (0.1880) loss_rec_all: 0.2032 (0.2140) loss_rec_sfr: 0.2544 (0.2744) loss_cl: -0.2791 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [22:21:48.541409] Epoch: [366] [2080/2904] eta: 0:10:21 lr: 0.001462 loss: 0.1799 (0.1880) loss_rec_all: 0.2059 (0.2140) loss_rec_sfr: 0.2547 (0.2743) loss_cl: -0.2788 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [22:22:03.460345] Epoch: [366] [2100/2904] eta: 0:10:06 lr: 0.001462 loss: 0.1741 (0.1880) loss_rec_all: 0.2000 (0.2139) loss_rec_sfr: 0.2273 (0.2741) loss_cl: -0.2785 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [22:22:18.379404] Epoch: [366] [2120/2904] eta: 0:09:51 lr: 0.001462 loss: 0.1758 (0.1879) loss_rec_all: 0.2020 (0.2138) loss_rec_sfr: 0.2531 (0.2738) loss_cl: -0.2780 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [22:22:33.301319] Epoch: [366] [2140/2904] eta: 0:09:35 lr: 0.001462 loss: 0.1754 (0.1879) loss_rec_all: 0.2013 (0.2139) loss_rec_sfr: 0.2618 (0.2740) loss_cl: -0.2786 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [22:22:48.223871] Epoch: [366] [2160/2904] eta: 0:09:20 lr: 0.001462 loss: 0.1753 (0.1878) loss_rec_all: 0.2012 (0.2138) loss_rec_sfr: 0.2565 (0.2737) loss_cl: -0.2798 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [22:23:03.145356] Epoch: [366] [2180/2904] eta: 0:09:05 lr: 0.001462 loss: 0.1799 (0.1878) loss_rec_all: 0.2062 (0.2138) loss_rec_sfr: 0.2250 (0.2736) loss_cl: -0.2798 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [22:23:18.068299] Epoch: [366] [2200/2904] eta: 0:08:50 lr: 0.001462 loss: 0.1820 (0.1878) loss_rec_all: 0.2085 (0.2138) loss_rec_sfr: 0.2551 (0.2736) loss_cl: -0.2794 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [22:23:32.987246] Epoch: [366] [2220/2904] eta: 0:08:35 lr: 0.001462 loss: 0.1777 (0.1878) loss_rec_all: 0.2038 (0.2138) loss_rec_sfr: 0.2605 (0.2736) loss_cl: -0.2786 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [22:23:47.899164] Epoch: [366] [2240/2904] eta: 0:08:20 lr: 0.001462 loss: 0.1803 (0.1878) loss_rec_all: 0.2063 (0.2138) loss_rec_sfr: 0.2593 (0.2737) loss_cl: -0.2783 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [22:24:02.818981] Epoch: [366] [2260/2904] eta: 0:08:05 lr: 0.001462 loss: 0.1751 (0.1878) loss_rec_all: 0.2014 (0.2138) loss_rec_sfr: 0.2590 (0.2737) loss_cl: -0.2794 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [22:24:17.728516] Epoch: [366] [2280/2904] eta: 0:07:50 lr: 0.001462 loss: 0.1788 (0.1878) loss_rec_all: 0.2048 (0.2138) loss_rec_sfr: 0.2669 (0.2738) loss_cl: -0.2794 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [22:24:32.646035] Epoch: [366] [2300/2904] eta: 0:07:34 lr: 0.001462 loss: 0.1806 (0.1878) loss_rec_all: 0.2068 (0.2138) loss_rec_sfr: 0.2622 (0.2738) loss_cl: -0.2787 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [22:24:47.555097] Epoch: [366] [2320/2904] eta: 0:07:19 lr: 0.001462 loss: 0.1780 (0.1878) loss_rec_all: 0.2041 (0.2137) loss_rec_sfr: 0.2214 (0.2735) loss_cl: -0.2791 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [22:25:02.464870] Epoch: [366] [2340/2904] eta: 0:07:04 lr: 0.001462 loss: 0.1846 (0.1878) loss_rec_all: 0.2108 (0.2138) loss_rec_sfr: 0.2685 (0.2737) loss_cl: -0.2788 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [22:25:17.370395] Epoch: [366] [2360/2904] eta: 0:06:49 lr: 0.001462 loss: 0.1823 (0.1878) loss_rec_all: 0.2085 (0.2138) loss_rec_sfr: 0.2592 (0.2738) loss_cl: -0.2782 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [22:25:32.286466] Epoch: [366] [2380/2904] eta: 0:06:34 lr: 0.001462 loss: 0.1822 (0.1879) loss_rec_all: 0.2082 (0.2139) loss_rec_sfr: 0.2624 (0.2739) loss_cl: -0.2784 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [22:25:47.195422] Epoch: [366] [2400/2904] eta: 0:06:19 lr: 0.001462 loss: 0.1753 (0.1878) loss_rec_all: 0.2015 (0.2138) loss_rec_sfr: 0.2485 (0.2737) loss_cl: -0.2784 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [22:26:02.110656] Epoch: [366] [2420/2904] eta: 0:06:04 lr: 0.001462 loss: 0.1796 (0.1879) loss_rec_all: 0.2054 (0.2138) loss_rec_sfr: 0.2615 (0.2739) loss_cl: -0.2789 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [22:26:17.020422] Epoch: [366] [2440/2904] eta: 0:05:49 lr: 0.001462 loss: 0.1744 (0.1878) loss_rec_all: 0.2007 (0.2138) loss_rec_sfr: 0.2520 (0.2737) loss_cl: -0.2790 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [22:26:31.932610] Epoch: [366] [2460/2904] eta: 0:05:34 lr: 0.001462 loss: 0.1774 (0.1877) loss_rec_all: 0.2039 (0.2137) loss_rec_sfr: 0.2472 (0.2735) loss_cl: -0.2789 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [22:26:46.847428] Epoch: [366] [2480/2904] eta: 0:05:19 lr: 0.001462 loss: 0.1753 (0.1878) loss_rec_all: 0.2014 (0.2137) loss_rec_sfr: 0.2602 (0.2737) loss_cl: -0.2794 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [22:27:01.758977] Epoch: [366] [2500/2904] eta: 0:05:04 lr: 0.001461 loss: 0.1774 (0.1878) loss_rec_all: 0.2039 (0.2137) loss_rec_sfr: 0.2555 (0.2736) loss_cl: -0.2791 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [22:27:16.669283] Epoch: [366] [2520/2904] eta: 0:04:49 lr: 0.001461 loss: 0.1792 (0.1878) loss_rec_all: 0.2056 (0.2138) loss_rec_sfr: 0.2563 (0.2738) loss_cl: -0.2796 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [22:27:31.579735] Epoch: [366] [2540/2904] eta: 0:04:33 lr: 0.001461 loss: 0.1790 (0.1878) loss_rec_all: 0.2050 (0.2138) loss_rec_sfr: 0.2570 (0.2738) loss_cl: -0.2790 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [22:27:46.482381] Epoch: [366] [2560/2904] eta: 0:04:18 lr: 0.001461 loss: 0.1775 (0.1878) loss_rec_all: 0.2038 (0.2137) loss_rec_sfr: 0.2496 (0.2736) loss_cl: -0.2783 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [22:28:01.390352] Epoch: [366] [2580/2904] eta: 0:04:03 lr: 0.001461 loss: 0.1789 (0.1878) loss_rec_all: 0.2053 (0.2137) loss_rec_sfr: 0.2513 (0.2736) loss_cl: -0.2786 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [22:28:16.305423] Epoch: [366] [2600/2904] eta: 0:03:48 lr: 0.001461 loss: 0.1794 (0.1878) loss_rec_all: 0.2055 (0.2138) loss_rec_sfr: 0.2701 (0.2738) loss_cl: -0.2792 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [22:28:31.217722] Epoch: [366] [2620/2904] eta: 0:03:33 lr: 0.001461 loss: 0.1802 (0.1878) loss_rec_all: 0.2064 (0.2138) loss_rec_sfr: 0.2556 (0.2737) loss_cl: -0.2795 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [22:28:46.134125] Epoch: [366] [2640/2904] eta: 0:03:18 lr: 0.001461 loss: 0.1746 (0.1878) loss_rec_all: 0.2005 (0.2137) loss_rec_sfr: 0.2623 (0.2737) loss_cl: -0.2790 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [22:29:01.048434] Epoch: [366] [2660/2904] eta: 0:03:03 lr: 0.001461 loss: 0.1781 (0.1878) loss_rec_all: 0.2039 (0.2137) loss_rec_sfr: 0.2638 (0.2738) loss_cl: -0.2785 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [22:29:15.956454] Epoch: [366] [2680/2904] eta: 0:02:48 lr: 0.001461 loss: 0.1788 (0.1878) loss_rec_all: 0.2049 (0.2137) loss_rec_sfr: 0.2476 (0.2737) loss_cl: -0.2792 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [22:29:30.866511] Epoch: [366] [2700/2904] eta: 0:02:33 lr: 0.001461 loss: 0.1824 (0.1878) loss_rec_all: 0.2082 (0.2138) loss_rec_sfr: 0.2698 (0.2739) loss_cl: -0.2788 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [22:29:45.779932] Epoch: [366] [2720/2904] eta: 0:02:18 lr: 0.001461 loss: 0.1782 (0.1878) loss_rec_all: 0.2046 (0.2138) loss_rec_sfr: 0.2518 (0.2739) loss_cl: -0.2786 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [22:30:00.699880] Epoch: [366] [2740/2904] eta: 0:02:03 lr: 0.001461 loss: 0.1796 (0.1878) loss_rec_all: 0.2060 (0.2138) loss_rec_sfr: 0.2514 (0.2739) loss_cl: -0.2788 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [22:30:15.621279] Epoch: [366] [2760/2904] eta: 0:01:48 lr: 0.001461 loss: 0.1778 (0.1879) loss_rec_all: 0.2039 (0.2138) loss_rec_sfr: 0.2557 (0.2739) loss_cl: -0.2793 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [22:30:30.535338] Epoch: [366] [2780/2904] eta: 0:01:33 lr: 0.001461 loss: 0.1833 (0.1879) loss_rec_all: 0.2093 (0.2139) loss_rec_sfr: 0.2616 (0.2741) loss_cl: -0.2796 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [22:30:45.441500] Epoch: [366] [2800/2904] eta: 0:01:18 lr: 0.001461 loss: 0.1738 (0.1879) loss_rec_all: 0.2000 (0.2138) loss_rec_sfr: 0.2171 (0.2739) loss_cl: -0.2787 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [22:31:00.351488] Epoch: [366] [2820/2904] eta: 0:01:03 lr: 0.001461 loss: 0.1749 (0.1878) loss_rec_all: 0.2014 (0.2138) loss_rec_sfr: 0.2441 (0.2737) loss_cl: -0.2781 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [22:31:15.294058] Epoch: [366] [2840/2904] eta: 0:00:48 lr: 0.001461 loss: 0.1753 (0.1878) loss_rec_all: 0.2019 (0.2138) loss_rec_sfr: 0.2491 (0.2736) loss_cl: -0.2785 (-0.2789) time: 0.7471 data: 0.0023 max mem: 29860 [22:31:30.181497] Epoch: [366] [2860/2904] eta: 0:00:33 lr: 0.001461 loss: 0.1804 (0.1878) loss_rec_all: 0.2067 (0.2138) loss_rec_sfr: 0.2586 (0.2736) loss_cl: -0.2795 (-0.2789) time: 0.7443 data: 0.0001 max mem: 29860 [22:31:45.074423] Epoch: [366] [2880/2904] eta: 0:00:18 lr: 0.001461 loss: 0.1753 (0.1878) loss_rec_all: 0.2015 (0.2138) loss_rec_sfr: 0.2594 (0.2736) loss_cl: -0.2794 (-0.2789) time: 0.7446 data: 0.0001 max mem: 29860 [22:31:59.975844] Epoch: [366] [2900/2904] eta: 0:00:03 lr: 0.001461 loss: 0.1749 (0.1878) loss_rec_all: 0.2010 (0.2138) loss_rec_sfr: 0.2509 (0.2736) loss_cl: -0.2796 (-0.2789) time: 0.7450 data: 0.0001 max mem: 29860 [22:32:02.217864] Epoch: [366] [2903/2904] eta: 0:00:00 lr: 0.001461 loss: 0.1749 (0.1878) loss_rec_all: 0.2010 (0.2138) loss_rec_sfr: 0.2475 (0.2736) loss_cl: -0.2798 (-0.2789) time: 0.7451 data: 0.0001 max mem: 29860 [22:32:04.308345] Epoch: [366] Total time: 0:36:25 (0.7525 s / it) [22:32:04.317237] Averaged stats: lr: 0.001461 loss: 0.1749 (0.1903) loss_rec_all: 0.2010 (0.2140) loss_rec_sfr: 0.2475 (0.2739) loss_cl: -0.2798 (-0.2557) [22:32:04.321987] log_dir: ./checkpoint/VF2_ViT-B [22:32:21.757682] Epoch: [367] [ 0/2904] eta: 14:03:50 lr: 0.001461 loss: 0.1887 (0.1887) loss_rec_all: 0.2147 (0.2147) loss_rec_sfr: 0.2553 (0.2553) loss_cl: -0.2783 (-0.2783) time: 17.4346 data: 14.6612 max mem: 29860 [22:32:37.518250] Epoch: [367] [ 20/2904] eta: 1:15:58 lr: 0.001461 loss: 0.1752 (0.1916) loss_rec_all: 0.2015 (0.2175) loss_rec_sfr: 0.2536 (0.2863) loss_cl: -0.2796 (-0.2793) time: 0.7880 data: 0.0002 max mem: 29860 [22:32:52.396487] Epoch: [367] [ 40/2904] eta: 0:55:57 lr: 0.001461 loss: 0.1760 (0.1855) loss_rec_all: 0.2024 (0.2116) loss_rec_sfr: 0.2257 (0.2640) loss_cl: -0.2789 (-0.2791) time: 0.7439 data: 0.0002 max mem: 29860 [22:33:07.299396] Epoch: [367] [ 60/2904] eta: 0:48:56 lr: 0.001461 loss: 0.1829 (0.1851) loss_rec_all: 0.2088 (0.2112) loss_rec_sfr: 0.2510 (0.2619) loss_cl: -0.2784 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [22:33:22.206120] Epoch: [367] [ 80/2904] eta: 0:45:15 lr: 0.001461 loss: 0.1779 (0.1840) loss_rec_all: 0.2040 (0.2100) loss_rec_sfr: 0.2395 (0.2574) loss_cl: -0.2791 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [22:33:37.147898] Epoch: [367] [ 100/2904] eta: 0:42:56 lr: 0.001461 loss: 0.1797 (0.1853) loss_rec_all: 0.2057 (0.2113) loss_rec_sfr: 0.2605 (0.2627) loss_cl: -0.2790 (-0.2789) time: 0.7470 data: 0.0002 max mem: 29860 [22:33:52.092039] Epoch: [367] [ 120/2904] eta: 0:41:19 lr: 0.001461 loss: 0.1826 (0.1871) loss_rec_all: 0.2089 (0.2132) loss_rec_sfr: 0.2569 (0.2694) loss_cl: -0.2793 (-0.2789) time: 0.7472 data: 0.0002 max mem: 29860 [22:34:07.028116] Epoch: [367] [ 140/2904] eta: 0:40:05 lr: 0.001461 loss: 0.1772 (0.1860) loss_rec_all: 0.2031 (0.2120) loss_rec_sfr: 0.2540 (0.2657) loss_cl: -0.2784 (-0.2789) time: 0.7468 data: 0.0002 max mem: 29860 [22:34:21.976544] Epoch: [367] [ 160/2904] eta: 0:39:05 lr: 0.001461 loss: 0.1762 (0.1865) loss_rec_all: 0.2022 (0.2126) loss_rec_sfr: 0.2609 (0.2680) loss_cl: -0.2789 (-0.2788) time: 0.7474 data: 0.0002 max mem: 29860 [22:34:36.909953] Epoch: [367] [ 180/2904] eta: 0:38:16 lr: 0.001461 loss: 0.1782 (0.1870) loss_rec_all: 0.2044 (0.2130) loss_rec_sfr: 0.2576 (0.2694) loss_cl: -0.2791 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [22:34:51.827499] Epoch: [367] [ 200/2904] eta: 0:37:33 lr: 0.001460 loss: 0.1767 (0.1866) loss_rec_all: 0.2028 (0.2126) loss_rec_sfr: 0.2659 (0.2694) loss_cl: -0.2791 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [22:35:06.751991] Epoch: [367] [ 220/2904] eta: 0:36:55 lr: 0.001460 loss: 0.1761 (0.1861) loss_rec_all: 0.2022 (0.2121) loss_rec_sfr: 0.2534 (0.2678) loss_cl: -0.2792 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [22:35:21.686262] Epoch: [367] [ 240/2904] eta: 0:36:21 lr: 0.001460 loss: 0.1776 (0.1858) loss_rec_all: 0.2040 (0.2118) loss_rec_sfr: 0.2545 (0.2668) loss_cl: -0.2787 (-0.2789) time: 0.7467 data: 0.0002 max mem: 29860 [22:35:36.599933] Epoch: [367] [ 260/2904] eta: 0:35:50 lr: 0.001460 loss: 0.1767 (0.1856) loss_rec_all: 0.2027 (0.2116) loss_rec_sfr: 0.2604 (0.2663) loss_cl: -0.2791 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [22:35:51.539197] Epoch: [367] [ 280/2904] eta: 0:35:21 lr: 0.001460 loss: 0.1758 (0.1863) loss_rec_all: 0.2024 (0.2123) loss_rec_sfr: 0.2405 (0.2688) loss_cl: -0.2791 (-0.2789) time: 0.7469 data: 0.0002 max mem: 29860 [22:36:06.465645] Epoch: [367] [ 300/2904] eta: 0:34:54 lr: 0.001460 loss: 0.1739 (0.1862) loss_rec_all: 0.2002 (0.2122) loss_rec_sfr: 0.2521 (0.2691) loss_cl: -0.2795 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [22:36:21.388795] Epoch: [367] [ 320/2904] eta: 0:34:29 lr: 0.001460 loss: 0.1818 (0.1868) loss_rec_all: 0.2083 (0.2128) loss_rec_sfr: 0.2575 (0.2703) loss_cl: -0.2789 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [22:36:36.338049] Epoch: [367] [ 340/2904] eta: 0:34:05 lr: 0.001460 loss: 0.1756 (0.1867) loss_rec_all: 0.2017 (0.2127) loss_rec_sfr: 0.2388 (0.2696) loss_cl: -0.2781 (-0.2789) time: 0.7474 data: 0.0002 max mem: 29860 [22:36:51.268926] Epoch: [367] [ 360/2904] eta: 0:33:42 lr: 0.001460 loss: 0.1805 (0.1873) loss_rec_all: 0.2067 (0.2133) loss_rec_sfr: 0.2500 (0.2708) loss_cl: -0.2779 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [22:37:06.202859] Epoch: [367] [ 380/2904] eta: 0:33:19 lr: 0.001460 loss: 0.1775 (0.1876) loss_rec_all: 0.2035 (0.2136) loss_rec_sfr: 0.2531 (0.2718) loss_cl: -0.2790 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [22:37:21.117163] Epoch: [367] [ 400/2904] eta: 0:32:58 lr: 0.001460 loss: 0.1759 (0.1877) loss_rec_all: 0.2022 (0.2136) loss_rec_sfr: 0.2422 (0.2720) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [22:37:36.046902] Epoch: [367] [ 420/2904] eta: 0:32:37 lr: 0.001460 loss: 0.1771 (0.1878) loss_rec_all: 0.2031 (0.2138) loss_rec_sfr: 0.2598 (0.2724) loss_cl: -0.2787 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [22:37:50.968834] Epoch: [367] [ 440/2904] eta: 0:32:16 lr: 0.001460 loss: 0.1774 (0.1879) loss_rec_all: 0.2034 (0.2138) loss_rec_sfr: 0.2518 (0.2723) loss_cl: -0.2790 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [22:38:05.902803] Epoch: [367] [ 460/2904] eta: 0:31:56 lr: 0.001460 loss: 0.1835 (0.1884) loss_rec_all: 0.2097 (0.2143) loss_rec_sfr: 0.2579 (0.2738) loss_cl: -0.2795 (-0.2789) time: 0.7467 data: 0.0002 max mem: 29860 [22:38:20.830315] Epoch: [367] [ 480/2904] eta: 0:31:37 lr: 0.001460 loss: 0.1779 (0.1884) loss_rec_all: 0.2036 (0.2144) loss_rec_sfr: 0.2585 (0.2744) loss_cl: -0.2791 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [22:38:35.750536] Epoch: [367] [ 500/2904] eta: 0:31:18 lr: 0.001460 loss: 0.1777 (0.1883) loss_rec_all: 0.2042 (0.2143) loss_rec_sfr: 0.2531 (0.2741) loss_cl: -0.2789 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [22:38:50.675716] Epoch: [367] [ 520/2904] eta: 0:30:59 lr: 0.001460 loss: 0.1761 (0.1880) loss_rec_all: 0.2022 (0.2139) loss_rec_sfr: 0.2544 (0.2729) loss_cl: -0.2789 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [22:39:05.609882] Epoch: [367] [ 540/2904] eta: 0:30:40 lr: 0.001460 loss: 0.1765 (0.1877) loss_rec_all: 0.2026 (0.2137) loss_rec_sfr: 0.2503 (0.2721) loss_cl: -0.2789 (-0.2789) time: 0.7467 data: 0.0002 max mem: 29860 [22:39:20.550558] Epoch: [367] [ 560/2904] eta: 0:30:22 lr: 0.001460 loss: 0.1817 (0.1880) loss_rec_all: 0.2076 (0.2139) loss_rec_sfr: 0.2587 (0.2729) loss_cl: -0.2783 (-0.2788) time: 0.7470 data: 0.0002 max mem: 29860 [22:39:35.492315] Epoch: [367] [ 580/2904] eta: 0:30:04 lr: 0.001460 loss: 0.1783 (0.1880) loss_rec_all: 0.2045 (0.2140) loss_rec_sfr: 0.2604 (0.2735) loss_cl: -0.2792 (-0.2789) time: 0.7470 data: 0.0002 max mem: 29860 [22:39:50.421091] Epoch: [367] [ 600/2904] eta: 0:29:46 lr: 0.001460 loss: 0.1773 (0.1878) loss_rec_all: 0.2040 (0.2138) loss_rec_sfr: 0.2528 (0.2731) loss_cl: -0.2792 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [22:40:05.351331] Epoch: [367] [ 620/2904] eta: 0:29:29 lr: 0.001460 loss: 0.1816 (0.1881) loss_rec_all: 0.2079 (0.2141) loss_rec_sfr: 0.2553 (0.2739) loss_cl: -0.2790 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [22:40:20.282237] Epoch: [367] [ 640/2904] eta: 0:29:11 lr: 0.001460 loss: 0.1764 (0.1881) loss_rec_all: 0.2024 (0.2141) loss_rec_sfr: 0.2530 (0.2742) loss_cl: -0.2789 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [22:40:35.202000] Epoch: [367] [ 660/2904] eta: 0:28:54 lr: 0.001460 loss: 0.1758 (0.1879) loss_rec_all: 0.2018 (0.2138) loss_rec_sfr: 0.2471 (0.2732) loss_cl: -0.2788 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [22:40:50.141596] Epoch: [367] [ 680/2904] eta: 0:28:37 lr: 0.001460 loss: 0.1779 (0.1880) loss_rec_all: 0.2044 (0.2139) loss_rec_sfr: 0.2565 (0.2735) loss_cl: -0.2786 (-0.2788) time: 0.7469 data: 0.0002 max mem: 29860 [22:41:05.075045] Epoch: [367] [ 700/2904] eta: 0:28:20 lr: 0.001460 loss: 0.1789 (0.1880) loss_rec_all: 0.2049 (0.2140) loss_rec_sfr: 0.2632 (0.2736) loss_cl: -0.2793 (-0.2789) time: 0.7466 data: 0.0002 max mem: 29860 [22:41:20.005609] Epoch: [367] [ 720/2904] eta: 0:28:03 lr: 0.001460 loss: 0.1822 (0.1881) loss_rec_all: 0.2084 (0.2141) loss_rec_sfr: 0.2546 (0.2740) loss_cl: -0.2798 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [22:41:34.939925] Epoch: [367] [ 740/2904] eta: 0:27:46 lr: 0.001460 loss: 0.1816 (0.1883) loss_rec_all: 0.2077 (0.2143) loss_rec_sfr: 0.2635 (0.2747) loss_cl: -0.2789 (-0.2789) time: 0.7467 data: 0.0002 max mem: 29860 [22:41:49.875797] Epoch: [367] [ 760/2904] eta: 0:27:29 lr: 0.001460 loss: 0.1764 (0.1883) loss_rec_all: 0.2024 (0.2143) loss_rec_sfr: 0.2651 (0.2749) loss_cl: -0.2780 (-0.2789) time: 0.7468 data: 0.0002 max mem: 29860 [22:42:04.803531] Epoch: [367] [ 780/2904] eta: 0:27:12 lr: 0.001460 loss: 0.1809 (0.1883) loss_rec_all: 0.2071 (0.2143) loss_rec_sfr: 0.2545 (0.2746) loss_cl: -0.2778 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [22:42:19.731286] Epoch: [367] [ 800/2904] eta: 0:26:56 lr: 0.001459 loss: 0.1809 (0.1883) loss_rec_all: 0.2071 (0.2143) loss_rec_sfr: 0.2583 (0.2746) loss_cl: -0.2794 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [22:42:34.640889] Epoch: [367] [ 820/2904] eta: 0:26:39 lr: 0.001459 loss: 0.1796 (0.1885) loss_rec_all: 0.2063 (0.2145) loss_rec_sfr: 0.2614 (0.2753) loss_cl: -0.2796 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [22:42:49.572288] Epoch: [367] [ 840/2904] eta: 0:26:23 lr: 0.001459 loss: 0.1794 (0.1887) loss_rec_all: 0.2055 (0.2147) loss_rec_sfr: 0.2627 (0.2761) loss_cl: -0.2792 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [22:43:04.499459] Epoch: [367] [ 860/2904] eta: 0:26:07 lr: 0.001459 loss: 0.1750 (0.1887) loss_rec_all: 0.2015 (0.2146) loss_rec_sfr: 0.2504 (0.2761) loss_cl: -0.2781 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [22:43:19.424872] Epoch: [367] [ 880/2904] eta: 0:25:50 lr: 0.001459 loss: 0.1779 (0.1888) loss_rec_all: 0.2039 (0.2148) loss_rec_sfr: 0.2747 (0.2769) loss_cl: -0.2784 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [22:43:34.350454] Epoch: [367] [ 900/2904] eta: 0:25:34 lr: 0.001459 loss: 0.1764 (0.1888) loss_rec_all: 0.2024 (0.2147) loss_rec_sfr: 0.2253 (0.2766) loss_cl: -0.2781 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [22:43:49.277049] Epoch: [367] [ 920/2904] eta: 0:25:18 lr: 0.001459 loss: 0.1746 (0.1886) loss_rec_all: 0.2006 (0.2146) loss_rec_sfr: 0.2207 (0.2760) loss_cl: -0.2791 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [22:44:04.208526] Epoch: [367] [ 940/2904] eta: 0:25:02 lr: 0.001459 loss: 0.1777 (0.1885) loss_rec_all: 0.2044 (0.2144) loss_rec_sfr: 0.2492 (0.2752) loss_cl: -0.2796 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [22:44:19.137813] Epoch: [367] [ 960/2904] eta: 0:24:46 lr: 0.001459 loss: 0.1765 (0.1884) loss_rec_all: 0.2026 (0.2144) loss_rec_sfr: 0.2554 (0.2750) loss_cl: -0.2788 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [22:44:34.063701] Epoch: [367] [ 980/2904] eta: 0:24:30 lr: 0.001459 loss: 0.1782 (0.1884) loss_rec_all: 0.2047 (0.2144) loss_rec_sfr: 0.2549 (0.2750) loss_cl: -0.2796 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [22:44:49.006127] Epoch: [367] [1000/2904] eta: 0:24:14 lr: 0.001459 loss: 0.1784 (0.1884) loss_rec_all: 0.2044 (0.2144) loss_rec_sfr: 0.2538 (0.2748) loss_cl: -0.2788 (-0.2789) time: 0.7471 data: 0.0002 max mem: 29860 [22:45:03.927177] Epoch: [367] [1020/2904] eta: 0:23:58 lr: 0.001459 loss: 0.1775 (0.1883) loss_rec_all: 0.2035 (0.2143) loss_rec_sfr: 0.2556 (0.2746) loss_cl: -0.2785 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [22:45:18.852560] Epoch: [367] [1040/2904] eta: 0:23:42 lr: 0.001459 loss: 0.1758 (0.1882) loss_rec_all: 0.2020 (0.2142) loss_rec_sfr: 0.2539 (0.2743) loss_cl: -0.2784 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [22:45:33.783712] Epoch: [367] [1060/2904] eta: 0:23:26 lr: 0.001459 loss: 0.1774 (0.1882) loss_rec_all: 0.2033 (0.2142) loss_rec_sfr: 0.2590 (0.2741) loss_cl: -0.2790 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [22:45:48.709534] Epoch: [367] [1080/2904] eta: 0:23:10 lr: 0.001459 loss: 0.1789 (0.1882) loss_rec_all: 0.2053 (0.2142) loss_rec_sfr: 0.2536 (0.2742) loss_cl: -0.2793 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [22:46:03.644567] Epoch: [367] [1100/2904] eta: 0:22:55 lr: 0.001459 loss: 0.1810 (0.1882) loss_rec_all: 0.2071 (0.2142) loss_rec_sfr: 0.2569 (0.2742) loss_cl: -0.2794 (-0.2789) time: 0.7467 data: 0.0002 max mem: 29860 [22:46:18.578059] Epoch: [367] [1120/2904] eta: 0:22:39 lr: 0.001459 loss: 0.1773 (0.1882) loss_rec_all: 0.2032 (0.2142) loss_rec_sfr: 0.2241 (0.2742) loss_cl: -0.2793 (-0.2789) time: 0.7466 data: 0.0002 max mem: 29860 [22:46:33.505728] Epoch: [367] [1140/2904] eta: 0:22:23 lr: 0.001459 loss: 0.1785 (0.1881) loss_rec_all: 0.2046 (0.2141) loss_rec_sfr: 0.2542 (0.2740) loss_cl: -0.2793 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [22:46:48.441164] Epoch: [367] [1160/2904] eta: 0:22:08 lr: 0.001459 loss: 0.1798 (0.1881) loss_rec_all: 0.2058 (0.2140) loss_rec_sfr: 0.2579 (0.2737) loss_cl: -0.2785 (-0.2789) time: 0.7467 data: 0.0002 max mem: 29860 [22:47:03.364111] Epoch: [367] [1180/2904] eta: 0:21:52 lr: 0.001459 loss: 0.1750 (0.1879) loss_rec_all: 0.2010 (0.2139) loss_rec_sfr: 0.2567 (0.2735) loss_cl: -0.2792 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [22:47:18.298074] Epoch: [367] [1200/2904] eta: 0:21:36 lr: 0.001459 loss: 0.1764 (0.1879) loss_rec_all: 0.2028 (0.2139) loss_rec_sfr: 0.2279 (0.2734) loss_cl: -0.2790 (-0.2789) time: 0.7467 data: 0.0002 max mem: 29860 [22:47:33.222433] Epoch: [367] [1220/2904] eta: 0:21:21 lr: 0.001459 loss: 0.1795 (0.1879) loss_rec_all: 0.2062 (0.2138) loss_rec_sfr: 0.2533 (0.2731) loss_cl: -0.2791 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [22:47:48.143193] Epoch: [367] [1240/2904] eta: 0:21:05 lr: 0.001459 loss: 0.1782 (0.1879) loss_rec_all: 0.2042 (0.2139) loss_rec_sfr: 0.2533 (0.2731) loss_cl: -0.2788 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [22:48:03.067678] Epoch: [367] [1260/2904] eta: 0:20:49 lr: 0.001459 loss: 0.1813 (0.1878) loss_rec_all: 0.2076 (0.2138) loss_rec_sfr: 0.2544 (0.2728) loss_cl: -0.2788 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [22:48:17.996692] Epoch: [367] [1280/2904] eta: 0:20:34 lr: 0.001459 loss: 0.1779 (0.1878) loss_rec_all: 0.2043 (0.2137) loss_rec_sfr: 0.2326 (0.2725) loss_cl: -0.2789 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [22:48:32.928530] Epoch: [367] [1300/2904] eta: 0:20:18 lr: 0.001459 loss: 0.1770 (0.1877) loss_rec_all: 0.2030 (0.2136) loss_rec_sfr: 0.2587 (0.2722) loss_cl: -0.2788 (-0.2789) time: 0.7466 data: 0.0002 max mem: 29860 [22:48:47.849613] Epoch: [367] [1320/2904] eta: 0:20:03 lr: 0.001459 loss: 0.1747 (0.1876) loss_rec_all: 0.2007 (0.2136) loss_rec_sfr: 0.2580 (0.2722) loss_cl: -0.2794 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [22:49:02.779412] Epoch: [367] [1340/2904] eta: 0:19:47 lr: 0.001459 loss: 0.1772 (0.1875) loss_rec_all: 0.2035 (0.2135) loss_rec_sfr: 0.2513 (0.2719) loss_cl: -0.2792 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [22:49:17.701888] Epoch: [367] [1360/2904] eta: 0:19:32 lr: 0.001459 loss: 0.1747 (0.1875) loss_rec_all: 0.2011 (0.2135) loss_rec_sfr: 0.2273 (0.2717) loss_cl: -0.2782 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [22:49:32.631712] Epoch: [367] [1380/2904] eta: 0:19:16 lr: 0.001459 loss: 0.1763 (0.1875) loss_rec_all: 0.2026 (0.2135) loss_rec_sfr: 0.2616 (0.2720) loss_cl: -0.2788 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [22:49:47.558859] Epoch: [367] [1400/2904] eta: 0:19:01 lr: 0.001458 loss: 0.1793 (0.1876) loss_rec_all: 0.2056 (0.2136) loss_rec_sfr: 0.2595 (0.2724) loss_cl: -0.2797 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [22:50:02.478264] Epoch: [367] [1420/2904] eta: 0:18:45 lr: 0.001458 loss: 0.1853 (0.1878) loss_rec_all: 0.2115 (0.2138) loss_rec_sfr: 0.2523 (0.2728) loss_cl: -0.2792 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [22:50:17.411452] Epoch: [367] [1440/2904] eta: 0:18:30 lr: 0.001458 loss: 0.1771 (0.1877) loss_rec_all: 0.2035 (0.2136) loss_rec_sfr: 0.2535 (0.2724) loss_cl: -0.2788 (-0.2789) time: 0.7466 data: 0.0002 max mem: 29860 [22:50:32.341072] Epoch: [367] [1460/2904] eta: 0:18:15 lr: 0.001458 loss: 0.1773 (0.1877) loss_rec_all: 0.2038 (0.2136) loss_rec_sfr: 0.2178 (0.2722) loss_cl: -0.2787 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [22:50:47.254624] Epoch: [367] [1480/2904] eta: 0:17:59 lr: 0.001458 loss: 0.1771 (0.1877) loss_rec_all: 0.2030 (0.2137) loss_rec_sfr: 0.2628 (0.2725) loss_cl: -0.2790 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [22:51:02.184063] Epoch: [367] [1500/2904] eta: 0:17:44 lr: 0.001458 loss: 0.1764 (0.1877) loss_rec_all: 0.2024 (0.2137) loss_rec_sfr: 0.2589 (0.2725) loss_cl: -0.2785 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [22:51:17.120310] Epoch: [367] [1520/2904] eta: 0:17:28 lr: 0.001458 loss: 0.1774 (0.1876) loss_rec_all: 0.2036 (0.2136) loss_rec_sfr: 0.2479 (0.2723) loss_cl: -0.2786 (-0.2789) time: 0.7468 data: 0.0002 max mem: 29860 [22:51:32.052884] Epoch: [367] [1540/2904] eta: 0:17:13 lr: 0.001458 loss: 0.1754 (0.1876) loss_rec_all: 0.2017 (0.2136) loss_rec_sfr: 0.2535 (0.2723) loss_cl: -0.2787 (-0.2789) time: 0.7466 data: 0.0002 max mem: 29860 [22:51:46.987732] Epoch: [367] [1560/2904] eta: 0:16:58 lr: 0.001458 loss: 0.1864 (0.1877) loss_rec_all: 0.2126 (0.2137) loss_rec_sfr: 0.2607 (0.2728) loss_cl: -0.2786 (-0.2789) time: 0.7467 data: 0.0002 max mem: 29860 [22:52:01.910283] Epoch: [367] [1580/2904] eta: 0:16:42 lr: 0.001458 loss: 0.1792 (0.1878) loss_rec_all: 0.2054 (0.2137) loss_rec_sfr: 0.2625 (0.2730) loss_cl: -0.2792 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [22:52:16.834841] Epoch: [367] [1600/2904] eta: 0:16:27 lr: 0.001458 loss: 0.1763 (0.1877) loss_rec_all: 0.2024 (0.2137) loss_rec_sfr: 0.2546 (0.2729) loss_cl: -0.2788 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [22:52:31.761707] Epoch: [367] [1620/2904] eta: 0:16:12 lr: 0.001458 loss: 0.1749 (0.1877) loss_rec_all: 0.2011 (0.2137) loss_rec_sfr: 0.2381 (0.2727) loss_cl: -0.2793 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [22:52:46.683363] Epoch: [367] [1640/2904] eta: 0:15:56 lr: 0.001458 loss: 0.1788 (0.1877) loss_rec_all: 0.2049 (0.2137) loss_rec_sfr: 0.2588 (0.2728) loss_cl: -0.2790 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [22:53:01.611182] Epoch: [367] [1660/2904] eta: 0:15:41 lr: 0.001458 loss: 0.1755 (0.1877) loss_rec_all: 0.2020 (0.2137) loss_rec_sfr: 0.2535 (0.2728) loss_cl: -0.2782 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [22:53:16.534544] Epoch: [367] [1680/2904] eta: 0:15:26 lr: 0.001458 loss: 0.1835 (0.1878) loss_rec_all: 0.2102 (0.2138) loss_rec_sfr: 0.2521 (0.2728) loss_cl: -0.2787 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [22:53:31.452551] Epoch: [367] [1700/2904] eta: 0:15:11 lr: 0.001458 loss: 0.1775 (0.1877) loss_rec_all: 0.2033 (0.2137) loss_rec_sfr: 0.2262 (0.2724) loss_cl: -0.2800 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [22:53:46.524679] Epoch: [367] [1720/2904] eta: 0:14:55 lr: 0.001458 loss: 0.1800 (0.1877) loss_rec_all: 0.2058 (0.2137) loss_rec_sfr: 0.2600 (0.2726) loss_cl: -0.2795 (-0.2789) time: 0.7536 data: 0.0002 max mem: 29860 [22:54:01.453522] Epoch: [367] [1740/2904] eta: 0:14:40 lr: 0.001458 loss: 0.1761 (0.1876) loss_rec_all: 0.2025 (0.2136) loss_rec_sfr: 0.2327 (0.2723) loss_cl: -0.2786 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [22:54:16.377520] Epoch: [367] [1760/2904] eta: 0:14:25 lr: 0.001458 loss: 0.1826 (0.1878) loss_rec_all: 0.2086 (0.2138) loss_rec_sfr: 0.2630 (0.2727) loss_cl: -0.2784 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [22:54:31.308192] Epoch: [367] [1780/2904] eta: 0:14:10 lr: 0.001458 loss: 0.1750 (0.1878) loss_rec_all: 0.2009 (0.2138) loss_rec_sfr: 0.2265 (0.2728) loss_cl: -0.2786 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [22:54:46.228069] Epoch: [367] [1800/2904] eta: 0:13:54 lr: 0.001458 loss: 0.1768 (0.1878) loss_rec_all: 0.2028 (0.2138) loss_rec_sfr: 0.2511 (0.2726) loss_cl: -0.2788 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [22:55:01.153542] Epoch: [367] [1820/2904] eta: 0:13:39 lr: 0.001458 loss: 0.1774 (0.1878) loss_rec_all: 0.2037 (0.2138) loss_rec_sfr: 0.2266 (0.2726) loss_cl: -0.2787 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [22:55:16.086154] Epoch: [367] [1840/2904] eta: 0:13:24 lr: 0.001458 loss: 0.1782 (0.1879) loss_rec_all: 0.2046 (0.2139) loss_rec_sfr: 0.2618 (0.2729) loss_cl: -0.2791 (-0.2789) time: 0.7466 data: 0.0002 max mem: 29860 [22:55:31.009469] Epoch: [367] [1860/2904] eta: 0:13:09 lr: 0.001458 loss: 0.1791 (0.1879) loss_rec_all: 0.2054 (0.2138) loss_rec_sfr: 0.2542 (0.2728) loss_cl: -0.2777 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [22:55:45.948545] Epoch: [367] [1880/2904] eta: 0:12:53 lr: 0.001458 loss: 0.1763 (0.1879) loss_rec_all: 0.2026 (0.2139) loss_rec_sfr: 0.2608 (0.2730) loss_cl: -0.2782 (-0.2788) time: 0.7469 data: 0.0002 max mem: 29860 [22:56:00.871085] Epoch: [367] [1900/2904] eta: 0:12:38 lr: 0.001458 loss: 0.1741 (0.1878) loss_rec_all: 0.2008 (0.2138) loss_rec_sfr: 0.2201 (0.2725) loss_cl: -0.2792 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [22:56:15.791509] Epoch: [367] [1920/2904] eta: 0:12:23 lr: 0.001458 loss: 0.1733 (0.1878) loss_rec_all: 0.2001 (0.2138) loss_rec_sfr: 0.2543 (0.2726) loss_cl: -0.2800 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [22:56:30.716774] Epoch: [367] [1940/2904] eta: 0:12:08 lr: 0.001458 loss: 0.1779 (0.1879) loss_rec_all: 0.2037 (0.2138) loss_rec_sfr: 0.2590 (0.2727) loss_cl: -0.2790 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [22:56:45.636602] Epoch: [367] [1960/2904] eta: 0:11:53 lr: 0.001458 loss: 0.1754 (0.1878) loss_rec_all: 0.2015 (0.2138) loss_rec_sfr: 0.2496 (0.2727) loss_cl: -0.2783 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [22:57:00.577433] Epoch: [367] [1980/2904] eta: 0:11:37 lr: 0.001458 loss: 0.1792 (0.1879) loss_rec_all: 0.2053 (0.2139) loss_rec_sfr: 0.2582 (0.2730) loss_cl: -0.2790 (-0.2788) time: 0.7470 data: 0.0002 max mem: 29860 [22:57:15.512009] Epoch: [367] [2000/2904] eta: 0:11:22 lr: 0.001457 loss: 0.1818 (0.1880) loss_rec_all: 0.2077 (0.2139) loss_rec_sfr: 0.2568 (0.2731) loss_cl: -0.2789 (-0.2789) time: 0.7467 data: 0.0002 max mem: 29860 [22:57:30.448973] Epoch: [367] [2020/2904] eta: 0:11:07 lr: 0.001457 loss: 0.1791 (0.1880) loss_rec_all: 0.2050 (0.2140) loss_rec_sfr: 0.2657 (0.2732) loss_cl: -0.2790 (-0.2789) time: 0.7468 data: 0.0002 max mem: 29860 [22:57:45.383479] Epoch: [367] [2040/2904] eta: 0:10:52 lr: 0.001457 loss: 0.1751 (0.1880) loss_rec_all: 0.2012 (0.2140) loss_rec_sfr: 0.2645 (0.2733) loss_cl: -0.2793 (-0.2789) time: 0.7467 data: 0.0002 max mem: 29860 [22:58:00.309369] Epoch: [367] [2060/2904] eta: 0:10:37 lr: 0.001457 loss: 0.1819 (0.1880) loss_rec_all: 0.2078 (0.2140) loss_rec_sfr: 0.2491 (0.2732) loss_cl: -0.2787 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [22:58:15.235860] Epoch: [367] [2080/2904] eta: 0:10:21 lr: 0.001457 loss: 0.1775 (0.1879) loss_rec_all: 0.2037 (0.2139) loss_rec_sfr: 0.2611 (0.2731) loss_cl: -0.2783 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [22:58:30.168714] Epoch: [367] [2100/2904] eta: 0:10:06 lr: 0.001457 loss: 0.1740 (0.1879) loss_rec_all: 0.2001 (0.2139) loss_rec_sfr: 0.2533 (0.2729) loss_cl: -0.2790 (-0.2789) time: 0.7466 data: 0.0002 max mem: 29860 [22:58:45.093986] Epoch: [367] [2120/2904] eta: 0:09:51 lr: 0.001457 loss: 0.1808 (0.1879) loss_rec_all: 0.2069 (0.2139) loss_rec_sfr: 0.2567 (0.2730) loss_cl: -0.2795 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [22:59:00.024446] Epoch: [367] [2140/2904] eta: 0:09:36 lr: 0.001457 loss: 0.1780 (0.1879) loss_rec_all: 0.2043 (0.2139) loss_rec_sfr: 0.2577 (0.2730) loss_cl: -0.2790 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [22:59:14.955642] Epoch: [367] [2160/2904] eta: 0:09:21 lr: 0.001457 loss: 0.1784 (0.1879) loss_rec_all: 0.2044 (0.2139) loss_rec_sfr: 0.2606 (0.2729) loss_cl: -0.2793 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [22:59:29.882830] Epoch: [367] [2180/2904] eta: 0:09:06 lr: 0.001457 loss: 0.1786 (0.1878) loss_rec_all: 0.2051 (0.2138) loss_rec_sfr: 0.2221 (0.2727) loss_cl: -0.2791 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [22:59:44.816039] Epoch: [367] [2200/2904] eta: 0:08:51 lr: 0.001457 loss: 0.1755 (0.1878) loss_rec_all: 0.2019 (0.2138) loss_rec_sfr: 0.2279 (0.2726) loss_cl: -0.2799 (-0.2789) time: 0.7466 data: 0.0002 max mem: 29860 [22:59:59.740581] Epoch: [367] [2220/2904] eta: 0:08:35 lr: 0.001457 loss: 0.1747 (0.1878) loss_rec_all: 0.2011 (0.2138) loss_rec_sfr: 0.2273 (0.2725) loss_cl: -0.2789 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [23:00:14.662038] Epoch: [367] [2240/2904] eta: 0:08:20 lr: 0.001457 loss: 0.1772 (0.1878) loss_rec_all: 0.2031 (0.2138) loss_rec_sfr: 0.2539 (0.2724) loss_cl: -0.2789 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [23:00:29.593781] Epoch: [367] [2260/2904] eta: 0:08:05 lr: 0.001457 loss: 0.1763 (0.1877) loss_rec_all: 0.2023 (0.2137) loss_rec_sfr: 0.2556 (0.2723) loss_cl: -0.2786 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [23:00:44.537080] Epoch: [367] [2280/2904] eta: 0:07:50 lr: 0.001457 loss: 0.1776 (0.1877) loss_rec_all: 0.2039 (0.2137) loss_rec_sfr: 0.2532 (0.2722) loss_cl: -0.2792 (-0.2789) time: 0.7471 data: 0.0002 max mem: 29860 [23:00:59.465728] Epoch: [367] [2300/2904] eta: 0:07:35 lr: 0.001457 loss: 0.1764 (0.1877) loss_rec_all: 0.2028 (0.2137) loss_rec_sfr: 0.2570 (0.2723) loss_cl: -0.2794 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [23:01:14.391822] Epoch: [367] [2320/2904] eta: 0:07:20 lr: 0.001457 loss: 0.1755 (0.1877) loss_rec_all: 0.2018 (0.2137) loss_rec_sfr: 0.2166 (0.2722) loss_cl: -0.2789 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [23:01:29.314847] Epoch: [367] [2340/2904] eta: 0:07:05 lr: 0.001457 loss: 0.1768 (0.1877) loss_rec_all: 0.2027 (0.2137) loss_rec_sfr: 0.2702 (0.2722) loss_cl: -0.2787 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [23:01:44.234390] Epoch: [367] [2360/2904] eta: 0:06:50 lr: 0.001457 loss: 0.1757 (0.1877) loss_rec_all: 0.2017 (0.2137) loss_rec_sfr: 0.2588 (0.2724) loss_cl: -0.2777 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [23:01:59.151270] Epoch: [367] [2380/2904] eta: 0:06:34 lr: 0.001457 loss: 0.1804 (0.1878) loss_rec_all: 0.2066 (0.2138) loss_rec_sfr: 0.2500 (0.2725) loss_cl: -0.2794 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [23:02:14.077624] Epoch: [367] [2400/2904] eta: 0:06:19 lr: 0.001457 loss: 0.1787 (0.1878) loss_rec_all: 0.2049 (0.2138) loss_rec_sfr: 0.2577 (0.2728) loss_cl: -0.2793 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [23:02:29.006101] Epoch: [367] [2420/2904] eta: 0:06:04 lr: 0.001457 loss: 0.1785 (0.1879) loss_rec_all: 0.2044 (0.2138) loss_rec_sfr: 0.2532 (0.2728) loss_cl: -0.2786 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [23:02:43.931855] Epoch: [367] [2440/2904] eta: 0:05:49 lr: 0.001457 loss: 0.1777 (0.1879) loss_rec_all: 0.2041 (0.2139) loss_rec_sfr: 0.2530 (0.2729) loss_cl: -0.2781 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [23:02:58.864696] Epoch: [367] [2460/2904] eta: 0:05:34 lr: 0.001457 loss: 0.1752 (0.1878) loss_rec_all: 0.2011 (0.2138) loss_rec_sfr: 0.2584 (0.2727) loss_cl: -0.2788 (-0.2789) time: 0.7466 data: 0.0002 max mem: 29860 [23:03:13.777155] Epoch: [367] [2480/2904] eta: 0:05:19 lr: 0.001457 loss: 0.1786 (0.1878) loss_rec_all: 0.2051 (0.2138) loss_rec_sfr: 0.2502 (0.2727) loss_cl: -0.2798 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [23:03:28.702785] Epoch: [367] [2500/2904] eta: 0:05:04 lr: 0.001457 loss: 0.1760 (0.1877) loss_rec_all: 0.2025 (0.2137) loss_rec_sfr: 0.2530 (0.2726) loss_cl: -0.2803 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [23:03:43.631638] Epoch: [367] [2520/2904] eta: 0:04:49 lr: 0.001457 loss: 0.1741 (0.1877) loss_rec_all: 0.2004 (0.2137) loss_rec_sfr: 0.2501 (0.2724) loss_cl: -0.2794 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [23:03:58.572088] Epoch: [367] [2540/2904] eta: 0:04:34 lr: 0.001457 loss: 0.1869 (0.1878) loss_rec_all: 0.2128 (0.2138) loss_rec_sfr: 0.2647 (0.2729) loss_cl: -0.2776 (-0.2789) time: 0.7470 data: 0.0002 max mem: 29860 [23:04:13.495379] Epoch: [367] [2560/2904] eta: 0:04:19 lr: 0.001457 loss: 0.1801 (0.1878) loss_rec_all: 0.2059 (0.2138) loss_rec_sfr: 0.2568 (0.2729) loss_cl: -0.2783 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [23:04:28.421425] Epoch: [367] [2580/2904] eta: 0:04:04 lr: 0.001457 loss: 0.1818 (0.1878) loss_rec_all: 0.2080 (0.2138) loss_rec_sfr: 0.2550 (0.2728) loss_cl: -0.2793 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [23:04:43.344853] Epoch: [367] [2600/2904] eta: 0:03:48 lr: 0.001456 loss: 0.1780 (0.1878) loss_rec_all: 0.2040 (0.2138) loss_rec_sfr: 0.2493 (0.2727) loss_cl: -0.2797 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [23:04:58.259540] Epoch: [367] [2620/2904] eta: 0:03:33 lr: 0.001456 loss: 0.1781 (0.1878) loss_rec_all: 0.2046 (0.2137) loss_rec_sfr: 0.2268 (0.2725) loss_cl: -0.2795 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [23:05:13.172501] Epoch: [367] [2640/2904] eta: 0:03:18 lr: 0.001456 loss: 0.1742 (0.1877) loss_rec_all: 0.2008 (0.2137) loss_rec_sfr: 0.2490 (0.2723) loss_cl: -0.2787 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [23:05:28.096900] Epoch: [367] [2660/2904] eta: 0:03:03 lr: 0.001456 loss: 0.1767 (0.1877) loss_rec_all: 0.2028 (0.2137) loss_rec_sfr: 0.2535 (0.2723) loss_cl: -0.2778 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [23:05:43.032340] Epoch: [367] [2680/2904] eta: 0:02:48 lr: 0.001456 loss: 0.1819 (0.1877) loss_rec_all: 0.2079 (0.2137) loss_rec_sfr: 0.2531 (0.2723) loss_cl: -0.2788 (-0.2789) time: 0.7467 data: 0.0002 max mem: 29860 [23:05:57.965931] Epoch: [367] [2700/2904] eta: 0:02:33 lr: 0.001456 loss: 0.1790 (0.1877) loss_rec_all: 0.2053 (0.2137) loss_rec_sfr: 0.2245 (0.2722) loss_cl: -0.2792 (-0.2789) time: 0.7466 data: 0.0002 max mem: 29860 [23:06:12.892112] Epoch: [367] [2720/2904] eta: 0:02:18 lr: 0.001456 loss: 0.1792 (0.1877) loss_rec_all: 0.2056 (0.2137) loss_rec_sfr: 0.2639 (0.2724) loss_cl: -0.2791 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [23:06:27.831437] Epoch: [367] [2740/2904] eta: 0:02:03 lr: 0.001456 loss: 0.1784 (0.1878) loss_rec_all: 0.2045 (0.2138) loss_rec_sfr: 0.2612 (0.2726) loss_cl: -0.2789 (-0.2789) time: 0.7469 data: 0.0002 max mem: 29860 [23:06:42.754210] Epoch: [367] [2760/2904] eta: 0:01:48 lr: 0.001456 loss: 0.1783 (0.1878) loss_rec_all: 0.2044 (0.2137) loss_rec_sfr: 0.2583 (0.2724) loss_cl: -0.2791 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [23:06:57.678099] Epoch: [367] [2780/2904] eta: 0:01:33 lr: 0.001456 loss: 0.1756 (0.1878) loss_rec_all: 0.2015 (0.2138) loss_rec_sfr: 0.2624 (0.2727) loss_cl: -0.2781 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [23:07:12.604327] Epoch: [367] [2800/2904] eta: 0:01:18 lr: 0.001456 loss: 0.1778 (0.1878) loss_rec_all: 0.2038 (0.2138) loss_rec_sfr: 0.2538 (0.2726) loss_cl: -0.2788 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [23:07:27.530570] Epoch: [367] [2820/2904] eta: 0:01:03 lr: 0.001456 loss: 0.1775 (0.1878) loss_rec_all: 0.2037 (0.2137) loss_rec_sfr: 0.2585 (0.2726) loss_cl: -0.2790 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [23:07:42.510063] Epoch: [367] [2840/2904] eta: 0:00:48 lr: 0.001456 loss: 0.1794 (0.1878) loss_rec_all: 0.2053 (0.2138) loss_rec_sfr: 0.2495 (0.2726) loss_cl: -0.2791 (-0.2789) time: 0.7489 data: 0.0023 max mem: 29860 [23:07:57.417907] Epoch: [367] [2860/2904] eta: 0:00:33 lr: 0.001456 loss: 0.1803 (0.1878) loss_rec_all: 0.2062 (0.2138) loss_rec_sfr: 0.2601 (0.2726) loss_cl: -0.2790 (-0.2789) time: 0.7453 data: 0.0001 max mem: 29860 [23:08:12.326066] Epoch: [367] [2880/2904] eta: 0:00:18 lr: 0.001456 loss: 0.1777 (0.1878) loss_rec_all: 0.2041 (0.2138) loss_rec_sfr: 0.2547 (0.2728) loss_cl: -0.2794 (-0.2789) time: 0.7454 data: 0.0001 max mem: 29860 [23:08:27.231193] Epoch: [367] [2900/2904] eta: 0:00:03 lr: 0.001456 loss: 0.1820 (0.1879) loss_rec_all: 0.2080 (0.2139) loss_rec_sfr: 0.2526 (0.2730) loss_cl: -0.2791 (-0.2789) time: 0.7452 data: 0.0001 max mem: 29860 [23:08:29.474199] Epoch: [367] [2903/2904] eta: 0:00:00 lr: 0.001456 loss: 0.1803 (0.1879) loss_rec_all: 0.2062 (0.2139) loss_rec_sfr: 0.2526 (0.2730) loss_cl: -0.2789 (-0.2789) time: 0.7451 data: 0.0001 max mem: 29860 [23:08:31.494092] Epoch: [367] Total time: 0:36:27 (0.7532 s / it) [23:08:31.497457] Averaged stats: lr: 0.001456 loss: 0.1803 (0.1904) loss_rec_all: 0.2062 (0.2141) loss_rec_sfr: 0.2526 (0.2743) loss_cl: -0.2789 (-0.2556) [23:08:31.502216] log_dir: ./checkpoint/VF2_ViT-B [23:08:49.078293] Epoch: [368] [ 0/2904] eta: 14:10:38 lr: 0.001456 loss: 0.1779 (0.1779) loss_rec_all: 0.2040 (0.2040) loss_rec_sfr: 0.2541 (0.2541) loss_cl: -0.2785 (-0.2785) time: 17.5754 data: 16.8453 max mem: 29860 [23:09:04.221715] Epoch: [368] [ 20/2904] eta: 1:14:53 lr: 0.001456 loss: 0.1773 (0.1953) loss_rec_all: 0.2035 (0.2210) loss_rec_sfr: 0.2607 (0.3033) loss_cl: -0.2786 (-0.2784) time: 0.7571 data: 0.0002 max mem: 29860 [23:09:19.102069] Epoch: [368] [ 40/2904] eta: 0:55:24 lr: 0.001456 loss: 0.1768 (0.1879) loss_rec_all: 0.2032 (0.2138) loss_rec_sfr: 0.2461 (0.2782) loss_cl: -0.2785 (-0.2784) time: 0.7440 data: 0.0002 max mem: 29860 [23:09:34.007772] Epoch: [368] [ 60/2904] eta: 0:48:34 lr: 0.001456 loss: 0.1774 (0.1877) loss_rec_all: 0.2040 (0.2137) loss_rec_sfr: 0.2537 (0.2751) loss_cl: -0.2795 (-0.2787) time: 0.7452 data: 0.0002 max mem: 29860 [23:09:48.911494] Epoch: [368] [ 80/2904] eta: 0:44:58 lr: 0.001456 loss: 0.1772 (0.1879) loss_rec_all: 0.2035 (0.2138) loss_rec_sfr: 0.2522 (0.2758) loss_cl: -0.2795 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [23:10:03.841371] Epoch: [368] [ 100/2904] eta: 0:42:43 lr: 0.001456 loss: 0.1788 (0.1872) loss_rec_all: 0.2049 (0.2131) loss_rec_sfr: 0.2571 (0.2737) loss_cl: -0.2798 (-0.2790) time: 0.7464 data: 0.0002 max mem: 29860 [23:10:18.753031] Epoch: [368] [ 120/2904] eta: 0:41:07 lr: 0.001456 loss: 0.1769 (0.1867) loss_rec_all: 0.2035 (0.2127) loss_rec_sfr: 0.2576 (0.2717) loss_cl: -0.2795 (-0.2790) time: 0.7455 data: 0.0002 max mem: 29860 [23:10:33.662795] Epoch: [368] [ 140/2904] eta: 0:39:54 lr: 0.001456 loss: 0.1800 (0.1868) loss_rec_all: 0.2062 (0.2128) loss_rec_sfr: 0.2570 (0.2716) loss_cl: -0.2786 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [23:10:48.577711] Epoch: [368] [ 160/2904] eta: 0:38:56 lr: 0.001456 loss: 0.1742 (0.1859) loss_rec_all: 0.2004 (0.2119) loss_rec_sfr: 0.2515 (0.2680) loss_cl: -0.2788 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [23:11:03.492399] Epoch: [368] [ 180/2904] eta: 0:38:07 lr: 0.001456 loss: 0.1774 (0.1865) loss_rec_all: 0.2035 (0.2125) loss_rec_sfr: 0.2649 (0.2710) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [23:11:18.424638] Epoch: [368] [ 200/2904] eta: 0:37:25 lr: 0.001456 loss: 0.1828 (0.1865) loss_rec_all: 0.2087 (0.2125) loss_rec_sfr: 0.2543 (0.2693) loss_cl: -0.2785 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [23:11:33.340185] Epoch: [368] [ 220/2904] eta: 0:36:48 lr: 0.001456 loss: 0.1754 (0.1856) loss_rec_all: 0.2015 (0.2117) loss_rec_sfr: 0.2163 (0.2652) loss_cl: -0.2793 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [23:11:48.275379] Epoch: [368] [ 240/2904] eta: 0:36:14 lr: 0.001456 loss: 0.1781 (0.1856) loss_rec_all: 0.2043 (0.2116) loss_rec_sfr: 0.2467 (0.2649) loss_cl: -0.2793 (-0.2789) time: 0.7467 data: 0.0002 max mem: 29860 [23:12:03.195490] Epoch: [368] [ 260/2904] eta: 0:35:44 lr: 0.001456 loss: 0.1856 (0.1863) loss_rec_all: 0.2115 (0.2123) loss_rec_sfr: 0.2622 (0.2678) loss_cl: -0.2796 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [23:12:18.141836] Epoch: [368] [ 280/2904] eta: 0:35:16 lr: 0.001455 loss: 0.1769 (0.1864) loss_rec_all: 0.2033 (0.2125) loss_rec_sfr: 0.2479 (0.2680) loss_cl: -0.2793 (-0.2789) time: 0.7473 data: 0.0002 max mem: 29860 [23:12:33.058650] Epoch: [368] [ 300/2904] eta: 0:34:49 lr: 0.001455 loss: 0.1809 (0.1870) loss_rec_all: 0.2069 (0.2130) loss_rec_sfr: 0.2669 (0.2706) loss_cl: -0.2788 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [23:12:47.978275] Epoch: [368] [ 320/2904] eta: 0:34:24 lr: 0.001455 loss: 0.1802 (0.1872) loss_rec_all: 0.2063 (0.2132) loss_rec_sfr: 0.2521 (0.2713) loss_cl: -0.2786 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [23:13:02.890773] Epoch: [368] [ 340/2904] eta: 0:34:00 lr: 0.001455 loss: 0.1782 (0.1876) loss_rec_all: 0.2042 (0.2136) loss_rec_sfr: 0.2579 (0.2720) loss_cl: -0.2788 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [23:13:17.804094] Epoch: [368] [ 360/2904] eta: 0:33:37 lr: 0.001455 loss: 0.1763 (0.1875) loss_rec_all: 0.2027 (0.2135) loss_rec_sfr: 0.2459 (0.2716) loss_cl: -0.2792 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [23:13:32.724499] Epoch: [368] [ 380/2904] eta: 0:33:15 lr: 0.001455 loss: 0.1753 (0.1873) loss_rec_all: 0.2014 (0.2133) loss_rec_sfr: 0.2603 (0.2712) loss_cl: -0.2789 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [23:13:47.647795] Epoch: [368] [ 400/2904] eta: 0:32:54 lr: 0.001455 loss: 0.1795 (0.1876) loss_rec_all: 0.2059 (0.2136) loss_rec_sfr: 0.2676 (0.2727) loss_cl: -0.2788 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [23:14:02.569497] Epoch: [368] [ 420/2904] eta: 0:32:33 lr: 0.001455 loss: 0.1771 (0.1878) loss_rec_all: 0.2031 (0.2138) loss_rec_sfr: 0.2682 (0.2739) loss_cl: -0.2788 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [23:14:17.489276] Epoch: [368] [ 440/2904] eta: 0:32:13 lr: 0.001455 loss: 0.1764 (0.1878) loss_rec_all: 0.2024 (0.2138) loss_rec_sfr: 0.2543 (0.2742) loss_cl: -0.2784 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [23:14:32.411230] Epoch: [368] [ 460/2904] eta: 0:31:53 lr: 0.001455 loss: 0.1759 (0.1879) loss_rec_all: 0.2024 (0.2138) loss_rec_sfr: 0.2589 (0.2749) loss_cl: -0.2790 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [23:14:47.332376] Epoch: [368] [ 480/2904] eta: 0:31:33 lr: 0.001455 loss: 0.1734 (0.1875) loss_rec_all: 0.1997 (0.2135) loss_rec_sfr: 0.2468 (0.2736) loss_cl: -0.2790 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [23:15:02.248916] Epoch: [368] [ 500/2904] eta: 0:31:14 lr: 0.001455 loss: 0.1791 (0.1878) loss_rec_all: 0.2053 (0.2138) loss_rec_sfr: 0.2616 (0.2750) loss_cl: -0.2790 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [23:15:17.160939] Epoch: [368] [ 520/2904] eta: 0:30:56 lr: 0.001455 loss: 0.1796 (0.1880) loss_rec_all: 0.2058 (0.2140) loss_rec_sfr: 0.2562 (0.2757) loss_cl: -0.2785 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [23:15:32.076383] Epoch: [368] [ 540/2904] eta: 0:30:37 lr: 0.001455 loss: 0.1763 (0.1878) loss_rec_all: 0.2024 (0.2138) loss_rec_sfr: 0.2513 (0.2748) loss_cl: -0.2785 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [23:15:46.992114] Epoch: [368] [ 560/2904] eta: 0:30:19 lr: 0.001455 loss: 0.1798 (0.1878) loss_rec_all: 0.2060 (0.2138) loss_rec_sfr: 0.2599 (0.2750) loss_cl: -0.2790 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [23:16:01.909038] Epoch: [368] [ 580/2904] eta: 0:30:01 lr: 0.001455 loss: 0.1830 (0.1878) loss_rec_all: 0.2091 (0.2138) loss_rec_sfr: 0.2267 (0.2742) loss_cl: -0.2792 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [23:16:16.825196] Epoch: [368] [ 600/2904] eta: 0:29:43 lr: 0.001455 loss: 0.1793 (0.1878) loss_rec_all: 0.2057 (0.2138) loss_rec_sfr: 0.2565 (0.2744) loss_cl: -0.2787 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [23:16:31.748383] Epoch: [368] [ 620/2904] eta: 0:29:26 lr: 0.001455 loss: 0.1759 (0.1877) loss_rec_all: 0.2020 (0.2137) loss_rec_sfr: 0.2603 (0.2744) loss_cl: -0.2781 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [23:16:46.667306] Epoch: [368] [ 640/2904] eta: 0:29:08 lr: 0.001455 loss: 0.1762 (0.1876) loss_rec_all: 0.2024 (0.2136) loss_rec_sfr: 0.2235 (0.2737) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [23:17:01.580894] Epoch: [368] [ 660/2904] eta: 0:28:51 lr: 0.001455 loss: 0.1756 (0.1878) loss_rec_all: 0.2017 (0.2138) loss_rec_sfr: 0.2613 (0.2745) loss_cl: -0.2795 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [23:17:16.492756] Epoch: [368] [ 680/2904] eta: 0:28:34 lr: 0.001455 loss: 0.1757 (0.1878) loss_rec_all: 0.2018 (0.2138) loss_rec_sfr: 0.2178 (0.2739) loss_cl: -0.2792 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [23:17:31.411662] Epoch: [368] [ 700/2904] eta: 0:28:17 lr: 0.001455 loss: 0.1793 (0.1881) loss_rec_all: 0.2055 (0.2140) loss_rec_sfr: 0.2555 (0.2750) loss_cl: -0.2788 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [23:17:46.328646] Epoch: [368] [ 720/2904] eta: 0:28:00 lr: 0.001455 loss: 0.1830 (0.1881) loss_rec_all: 0.2089 (0.2140) loss_rec_sfr: 0.2550 (0.2747) loss_cl: -0.2789 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [23:18:01.249267] Epoch: [368] [ 740/2904] eta: 0:27:43 lr: 0.001455 loss: 0.1765 (0.1878) loss_rec_all: 0.2026 (0.2138) loss_rec_sfr: 0.2529 (0.2738) loss_cl: -0.2793 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [23:18:16.163394] Epoch: [368] [ 760/2904] eta: 0:27:27 lr: 0.001455 loss: 0.1807 (0.1880) loss_rec_all: 0.2067 (0.2140) loss_rec_sfr: 0.2643 (0.2746) loss_cl: -0.2787 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [23:18:31.086985] Epoch: [368] [ 780/2904] eta: 0:27:10 lr: 0.001455 loss: 0.1783 (0.1882) loss_rec_all: 0.2045 (0.2141) loss_rec_sfr: 0.2588 (0.2753) loss_cl: -0.2792 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [23:18:46.008620] Epoch: [368] [ 800/2904] eta: 0:26:54 lr: 0.001455 loss: 0.1762 (0.1880) loss_rec_all: 0.2028 (0.2140) loss_rec_sfr: 0.2530 (0.2747) loss_cl: -0.2792 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [23:19:00.932082] Epoch: [368] [ 820/2904] eta: 0:26:37 lr: 0.001455 loss: 0.1773 (0.1880) loss_rec_all: 0.2035 (0.2140) loss_rec_sfr: 0.2408 (0.2745) loss_cl: -0.2790 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [23:19:15.852511] Epoch: [368] [ 840/2904] eta: 0:26:21 lr: 0.001455 loss: 0.1816 (0.1882) loss_rec_all: 0.2076 (0.2141) loss_rec_sfr: 0.2612 (0.2750) loss_cl: -0.2790 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [23:19:30.772511] Epoch: [368] [ 860/2904] eta: 0:26:05 lr: 0.001455 loss: 0.1800 (0.1882) loss_rec_all: 0.2060 (0.2142) loss_rec_sfr: 0.2560 (0.2749) loss_cl: -0.2788 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [23:19:45.686197] Epoch: [368] [ 880/2904] eta: 0:25:48 lr: 0.001454 loss: 0.1755 (0.1882) loss_rec_all: 0.2015 (0.2141) loss_rec_sfr: 0.2546 (0.2750) loss_cl: -0.2789 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [23:20:00.606952] Epoch: [368] [ 900/2904] eta: 0:25:32 lr: 0.001454 loss: 0.1780 (0.1881) loss_rec_all: 0.2043 (0.2140) loss_rec_sfr: 0.2523 (0.2747) loss_cl: -0.2789 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [23:20:15.523371] Epoch: [368] [ 920/2904] eta: 0:25:16 lr: 0.001454 loss: 0.1795 (0.1882) loss_rec_all: 0.2057 (0.2142) loss_rec_sfr: 0.2601 (0.2751) loss_cl: -0.2791 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [23:20:30.441027] Epoch: [368] [ 940/2904] eta: 0:25:00 lr: 0.001454 loss: 0.1758 (0.1880) loss_rec_all: 0.2019 (0.2140) loss_rec_sfr: 0.2569 (0.2746) loss_cl: -0.2787 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [23:20:45.360726] Epoch: [368] [ 960/2904] eta: 0:24:44 lr: 0.001454 loss: 0.1787 (0.1881) loss_rec_all: 0.2050 (0.2141) loss_rec_sfr: 0.2571 (0.2748) loss_cl: -0.2781 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [23:21:00.281243] Epoch: [368] [ 980/2904] eta: 0:24:28 lr: 0.001454 loss: 0.1751 (0.1879) loss_rec_all: 0.2015 (0.2139) loss_rec_sfr: 0.2450 (0.2743) loss_cl: -0.2791 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [23:21:15.201574] Epoch: [368] [1000/2904] eta: 0:24:12 lr: 0.001454 loss: 0.1770 (0.1880) loss_rec_all: 0.2031 (0.2139) loss_rec_sfr: 0.2662 (0.2746) loss_cl: -0.2789 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [23:21:30.122511] Epoch: [368] [1020/2904] eta: 0:23:56 lr: 0.001454 loss: 0.1809 (0.1883) loss_rec_all: 0.2068 (0.2142) loss_rec_sfr: 0.2711 (0.2757) loss_cl: -0.2782 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [23:21:45.043344] Epoch: [368] [1040/2904] eta: 0:23:40 lr: 0.001454 loss: 0.1755 (0.1883) loss_rec_all: 0.2014 (0.2143) loss_rec_sfr: 0.2611 (0.2758) loss_cl: -0.2781 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [23:21:59.963106] Epoch: [368] [1060/2904] eta: 0:23:25 lr: 0.001454 loss: 0.1788 (0.1882) loss_rec_all: 0.2049 (0.2142) loss_rec_sfr: 0.2191 (0.2754) loss_cl: -0.2793 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [23:22:14.880913] Epoch: [368] [1080/2904] eta: 0:23:09 lr: 0.001454 loss: 0.1770 (0.1881) loss_rec_all: 0.2031 (0.2141) loss_rec_sfr: 0.2583 (0.2751) loss_cl: -0.2801 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [23:22:29.801806] Epoch: [368] [1100/2904] eta: 0:22:53 lr: 0.001454 loss: 0.1760 (0.1881) loss_rec_all: 0.2025 (0.2141) loss_rec_sfr: 0.2165 (0.2750) loss_cl: -0.2799 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [23:22:44.719103] Epoch: [368] [1120/2904] eta: 0:22:37 lr: 0.001454 loss: 0.1765 (0.1882) loss_rec_all: 0.2026 (0.2142) loss_rec_sfr: 0.2540 (0.2750) loss_cl: -0.2793 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [23:22:59.631309] Epoch: [368] [1140/2904] eta: 0:22:22 lr: 0.001454 loss: 0.1800 (0.1883) loss_rec_all: 0.2059 (0.2143) loss_rec_sfr: 0.2533 (0.2752) loss_cl: -0.2781 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [23:23:14.547289] Epoch: [368] [1160/2904] eta: 0:22:06 lr: 0.001454 loss: 0.1778 (0.1883) loss_rec_all: 0.2035 (0.2142) loss_rec_sfr: 0.2550 (0.2752) loss_cl: -0.2781 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [23:23:29.460740] Epoch: [368] [1180/2904] eta: 0:21:50 lr: 0.001454 loss: 0.1866 (0.1884) loss_rec_all: 0.2126 (0.2144) loss_rec_sfr: 0.2556 (0.2757) loss_cl: -0.2790 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [23:23:44.376816] Epoch: [368] [1200/2904] eta: 0:21:35 lr: 0.001454 loss: 0.1782 (0.1884) loss_rec_all: 0.2041 (0.2143) loss_rec_sfr: 0.2588 (0.2756) loss_cl: -0.2788 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [23:23:59.291496] Epoch: [368] [1220/2904] eta: 0:21:19 lr: 0.001454 loss: 0.1764 (0.1884) loss_rec_all: 0.2025 (0.2143) loss_rec_sfr: 0.2548 (0.2755) loss_cl: -0.2792 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [23:24:14.204715] Epoch: [368] [1240/2904] eta: 0:21:03 lr: 0.001454 loss: 0.1772 (0.1883) loss_rec_all: 0.2037 (0.2143) loss_rec_sfr: 0.2569 (0.2754) loss_cl: -0.2791 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [23:24:29.124496] Epoch: [368] [1260/2904] eta: 0:20:48 lr: 0.001454 loss: 0.1799 (0.1883) loss_rec_all: 0.2064 (0.2143) loss_rec_sfr: 0.2535 (0.2753) loss_cl: -0.2790 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [23:24:44.042470] Epoch: [368] [1280/2904] eta: 0:20:32 lr: 0.001454 loss: 0.1769 (0.1882) loss_rec_all: 0.2031 (0.2142) loss_rec_sfr: 0.2204 (0.2749) loss_cl: -0.2790 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [23:24:58.954333] Epoch: [368] [1300/2904] eta: 0:20:17 lr: 0.001454 loss: 0.1798 (0.1883) loss_rec_all: 0.2061 (0.2143) loss_rec_sfr: 0.2642 (0.2755) loss_cl: -0.2789 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [23:25:13.872308] Epoch: [368] [1320/2904] eta: 0:20:01 lr: 0.001454 loss: 0.1786 (0.1884) loss_rec_all: 0.2050 (0.2143) loss_rec_sfr: 0.2587 (0.2755) loss_cl: -0.2787 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [23:25:28.787752] Epoch: [368] [1340/2904] eta: 0:19:46 lr: 0.001454 loss: 0.1801 (0.1884) loss_rec_all: 0.2061 (0.2144) loss_rec_sfr: 0.2606 (0.2759) loss_cl: -0.2789 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [23:25:43.693544] Epoch: [368] [1360/2904] eta: 0:19:30 lr: 0.001454 loss: 0.1781 (0.1884) loss_rec_all: 0.2048 (0.2144) loss_rec_sfr: 0.2247 (0.2757) loss_cl: -0.2793 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [23:25:58.605378] Epoch: [368] [1380/2904] eta: 0:19:15 lr: 0.001454 loss: 0.1866 (0.1886) loss_rec_all: 0.2129 (0.2146) loss_rec_sfr: 0.2580 (0.2762) loss_cl: -0.2792 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [23:26:13.529507] Epoch: [368] [1400/2904] eta: 0:19:00 lr: 0.001454 loss: 0.1801 (0.1885) loss_rec_all: 0.2066 (0.2145) loss_rec_sfr: 0.2534 (0.2758) loss_cl: -0.2792 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [23:26:28.452752] Epoch: [368] [1420/2904] eta: 0:18:44 lr: 0.001454 loss: 0.1816 (0.1886) loss_rec_all: 0.2078 (0.2145) loss_rec_sfr: 0.2560 (0.2758) loss_cl: -0.2789 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [23:26:43.373607] Epoch: [368] [1440/2904] eta: 0:18:29 lr: 0.001454 loss: 0.1770 (0.1886) loss_rec_all: 0.2033 (0.2146) loss_rec_sfr: 0.2582 (0.2761) loss_cl: -0.2788 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [23:26:58.291456] Epoch: [368] [1460/2904] eta: 0:18:13 lr: 0.001454 loss: 0.1839 (0.1888) loss_rec_all: 0.2099 (0.2147) loss_rec_sfr: 0.2673 (0.2764) loss_cl: -0.2792 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [23:27:13.209179] Epoch: [368] [1480/2904] eta: 0:17:58 lr: 0.001453 loss: 0.1788 (0.1888) loss_rec_all: 0.2052 (0.2148) loss_rec_sfr: 0.2650 (0.2766) loss_cl: -0.2791 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [23:27:28.130026] Epoch: [368] [1500/2904] eta: 0:17:43 lr: 0.001453 loss: 0.1732 (0.1887) loss_rec_all: 0.1997 (0.2147) loss_rec_sfr: 0.2596 (0.2763) loss_cl: -0.2791 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [23:27:43.046180] Epoch: [368] [1520/2904] eta: 0:17:27 lr: 0.001453 loss: 0.1764 (0.1887) loss_rec_all: 0.2024 (0.2146) loss_rec_sfr: 0.2563 (0.2760) loss_cl: -0.2787 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [23:27:57.959034] Epoch: [368] [1540/2904] eta: 0:17:12 lr: 0.001453 loss: 0.1779 (0.1887) loss_rec_all: 0.2042 (0.2146) loss_rec_sfr: 0.2646 (0.2761) loss_cl: -0.2784 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [23:28:12.881380] Epoch: [368] [1560/2904] eta: 0:16:57 lr: 0.001453 loss: 0.1803 (0.1887) loss_rec_all: 0.2062 (0.2147) loss_rec_sfr: 0.2599 (0.2761) loss_cl: -0.2785 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [23:28:27.803040] Epoch: [368] [1580/2904] eta: 0:16:41 lr: 0.001453 loss: 0.1760 (0.1887) loss_rec_all: 0.2023 (0.2146) loss_rec_sfr: 0.2603 (0.2761) loss_cl: -0.2788 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [23:28:42.724162] Epoch: [368] [1600/2904] eta: 0:16:26 lr: 0.001453 loss: 0.1755 (0.1886) loss_rec_all: 0.2015 (0.2146) loss_rec_sfr: 0.2568 (0.2759) loss_cl: -0.2787 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [23:28:57.646004] Epoch: [368] [1620/2904] eta: 0:16:11 lr: 0.001453 loss: 0.1770 (0.1887) loss_rec_all: 0.2033 (0.2147) loss_rec_sfr: 0.2637 (0.2761) loss_cl: -0.2790 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [23:29:12.567732] Epoch: [368] [1640/2904] eta: 0:15:55 lr: 0.001453 loss: 0.1776 (0.1887) loss_rec_all: 0.2041 (0.2147) loss_rec_sfr: 0.2532 (0.2762) loss_cl: -0.2795 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [23:29:27.480024] Epoch: [368] [1660/2904] eta: 0:15:40 lr: 0.001453 loss: 0.1780 (0.1887) loss_rec_all: 0.2047 (0.2147) loss_rec_sfr: 0.2510 (0.2762) loss_cl: -0.2791 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [23:29:42.397641] Epoch: [368] [1680/2904] eta: 0:15:25 lr: 0.001453 loss: 0.1795 (0.1887) loss_rec_all: 0.2056 (0.2147) loss_rec_sfr: 0.2549 (0.2763) loss_cl: -0.2787 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [23:29:57.307703] Epoch: [368] [1700/2904] eta: 0:15:10 lr: 0.001453 loss: 0.1747 (0.1887) loss_rec_all: 0.2008 (0.2146) loss_rec_sfr: 0.2485 (0.2760) loss_cl: -0.2786 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [23:30:12.226191] Epoch: [368] [1720/2904] eta: 0:14:54 lr: 0.001453 loss: 0.1789 (0.1887) loss_rec_all: 0.2049 (0.2147) loss_rec_sfr: 0.2634 (0.2762) loss_cl: -0.2785 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [23:30:27.151890] Epoch: [368] [1740/2904] eta: 0:14:39 lr: 0.001453 loss: 0.1799 (0.1887) loss_rec_all: 0.2060 (0.2146) loss_rec_sfr: 0.2561 (0.2760) loss_cl: -0.2797 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [23:30:42.077520] Epoch: [368] [1760/2904] eta: 0:14:24 lr: 0.001453 loss: 0.1785 (0.1886) loss_rec_all: 0.2046 (0.2145) loss_rec_sfr: 0.2541 (0.2757) loss_cl: -0.2807 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [23:30:56.998311] Epoch: [368] [1780/2904] eta: 0:14:09 lr: 0.001453 loss: 0.1800 (0.1886) loss_rec_all: 0.2062 (0.2146) loss_rec_sfr: 0.2631 (0.2758) loss_cl: -0.2790 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [23:31:11.916195] Epoch: [368] [1800/2904] eta: 0:13:53 lr: 0.001453 loss: 0.1745 (0.1886) loss_rec_all: 0.2005 (0.2145) loss_rec_sfr: 0.2598 (0.2757) loss_cl: -0.2781 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [23:31:26.833526] Epoch: [368] [1820/2904] eta: 0:13:38 lr: 0.001453 loss: 0.1836 (0.1887) loss_rec_all: 0.2094 (0.2146) loss_rec_sfr: 0.2607 (0.2761) loss_cl: -0.2780 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [23:31:41.751422] Epoch: [368] [1840/2904] eta: 0:13:23 lr: 0.001453 loss: 0.1792 (0.1886) loss_rec_all: 0.2056 (0.2146) loss_rec_sfr: 0.2527 (0.2760) loss_cl: -0.2788 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [23:31:56.674216] Epoch: [368] [1860/2904] eta: 0:13:08 lr: 0.001453 loss: 0.1784 (0.1886) loss_rec_all: 0.2045 (0.2146) loss_rec_sfr: 0.2535 (0.2760) loss_cl: -0.2798 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [23:32:11.594080] Epoch: [368] [1880/2904] eta: 0:12:53 lr: 0.001453 loss: 0.1771 (0.1886) loss_rec_all: 0.2031 (0.2146) loss_rec_sfr: 0.2594 (0.2762) loss_cl: -0.2790 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [23:32:26.514343] Epoch: [368] [1900/2904] eta: 0:12:37 lr: 0.001453 loss: 0.1801 (0.1886) loss_rec_all: 0.2063 (0.2145) loss_rec_sfr: 0.2465 (0.2760) loss_cl: -0.2780 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [23:32:41.430973] Epoch: [368] [1920/2904] eta: 0:12:22 lr: 0.001453 loss: 0.1777 (0.1885) loss_rec_all: 0.2036 (0.2145) loss_rec_sfr: 0.2534 (0.2758) loss_cl: -0.2783 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [23:32:56.346467] Epoch: [368] [1940/2904] eta: 0:12:07 lr: 0.001453 loss: 0.1806 (0.1885) loss_rec_all: 0.2070 (0.2145) loss_rec_sfr: 0.2601 (0.2758) loss_cl: -0.2791 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [23:33:11.257795] Epoch: [368] [1960/2904] eta: 0:11:52 lr: 0.001453 loss: 0.1781 (0.1886) loss_rec_all: 0.2041 (0.2146) loss_rec_sfr: 0.2525 (0.2760) loss_cl: -0.2795 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [23:33:26.175314] Epoch: [368] [1980/2904] eta: 0:11:37 lr: 0.001453 loss: 0.1775 (0.1886) loss_rec_all: 0.2035 (0.2146) loss_rec_sfr: 0.2610 (0.2761) loss_cl: -0.2787 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [23:33:41.094917] Epoch: [368] [2000/2904] eta: 0:11:21 lr: 0.001453 loss: 0.1784 (0.1886) loss_rec_all: 0.2049 (0.2146) loss_rec_sfr: 0.2586 (0.2761) loss_cl: -0.2788 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [23:33:56.011169] Epoch: [368] [2020/2904] eta: 0:11:06 lr: 0.001453 loss: 0.1788 (0.1885) loss_rec_all: 0.2053 (0.2145) loss_rec_sfr: 0.2553 (0.2759) loss_cl: -0.2791 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [23:34:10.931427] Epoch: [368] [2040/2904] eta: 0:10:51 lr: 0.001453 loss: 0.1776 (0.1885) loss_rec_all: 0.2039 (0.2144) loss_rec_sfr: 0.2453 (0.2756) loss_cl: -0.2787 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [23:34:25.854199] Epoch: [368] [2060/2904] eta: 0:10:36 lr: 0.001453 loss: 0.1795 (0.1885) loss_rec_all: 0.2060 (0.2145) loss_rec_sfr: 0.2557 (0.2757) loss_cl: -0.2786 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [23:34:40.780299] Epoch: [368] [2080/2904] eta: 0:10:21 lr: 0.001452 loss: 0.1803 (0.1885) loss_rec_all: 0.2062 (0.2145) loss_rec_sfr: 0.2603 (0.2760) loss_cl: -0.2776 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [23:34:55.696203] Epoch: [368] [2100/2904] eta: 0:10:06 lr: 0.001452 loss: 0.1752 (0.1884) loss_rec_all: 0.2012 (0.2144) loss_rec_sfr: 0.2480 (0.2756) loss_cl: -0.2791 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [23:35:10.615952] Epoch: [368] [2120/2904] eta: 0:09:51 lr: 0.001452 loss: 0.1751 (0.1884) loss_rec_all: 0.2013 (0.2143) loss_rec_sfr: 0.2142 (0.2753) loss_cl: -0.2789 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [23:35:25.536072] Epoch: [368] [2140/2904] eta: 0:09:35 lr: 0.001452 loss: 0.1769 (0.1883) loss_rec_all: 0.2034 (0.2142) loss_rec_sfr: 0.2170 (0.2749) loss_cl: -0.2789 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [23:35:40.452429] Epoch: [368] [2160/2904] eta: 0:09:20 lr: 0.001452 loss: 0.1802 (0.1883) loss_rec_all: 0.2063 (0.2142) loss_rec_sfr: 0.2539 (0.2749) loss_cl: -0.2791 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [23:35:55.367971] Epoch: [368] [2180/2904] eta: 0:09:05 lr: 0.001452 loss: 0.1805 (0.1883) loss_rec_all: 0.2069 (0.2143) loss_rec_sfr: 0.2491 (0.2750) loss_cl: -0.2789 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [23:36:10.294769] Epoch: [368] [2200/2904] eta: 0:08:50 lr: 0.001452 loss: 0.1770 (0.1883) loss_rec_all: 0.2036 (0.2143) loss_rec_sfr: 0.2198 (0.2748) loss_cl: -0.2793 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [23:36:25.209077] Epoch: [368] [2220/2904] eta: 0:08:35 lr: 0.001452 loss: 0.1765 (0.1883) loss_rec_all: 0.2027 (0.2143) loss_rec_sfr: 0.2661 (0.2750) loss_cl: -0.2795 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [23:36:40.124019] Epoch: [368] [2240/2904] eta: 0:08:20 lr: 0.001452 loss: 0.1753 (0.1883) loss_rec_all: 0.2018 (0.2142) loss_rec_sfr: 0.2521 (0.2748) loss_cl: -0.2787 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [23:36:55.039996] Epoch: [368] [2260/2904] eta: 0:08:05 lr: 0.001452 loss: 0.1786 (0.1883) loss_rec_all: 0.2049 (0.2143) loss_rec_sfr: 0.2521 (0.2748) loss_cl: -0.2779 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [23:37:09.953029] Epoch: [368] [2280/2904] eta: 0:07:50 lr: 0.001452 loss: 0.1804 (0.1884) loss_rec_all: 0.2064 (0.2143) loss_rec_sfr: 0.2623 (0.2751) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [23:37:24.867439] Epoch: [368] [2300/2904] eta: 0:07:34 lr: 0.001452 loss: 0.1766 (0.1883) loss_rec_all: 0.2032 (0.2143) loss_rec_sfr: 0.2538 (0.2748) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [23:37:39.777838] Epoch: [368] [2320/2904] eta: 0:07:19 lr: 0.001452 loss: 0.1794 (0.1883) loss_rec_all: 0.2059 (0.2143) loss_rec_sfr: 0.2593 (0.2749) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [23:37:54.694313] Epoch: [368] [2340/2904] eta: 0:07:04 lr: 0.001452 loss: 0.1779 (0.1883) loss_rec_all: 0.2038 (0.2143) loss_rec_sfr: 0.2537 (0.2750) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [23:38:09.611917] Epoch: [368] [2360/2904] eta: 0:06:49 lr: 0.001452 loss: 0.1783 (0.1883) loss_rec_all: 0.2044 (0.2143) loss_rec_sfr: 0.2625 (0.2750) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [23:38:24.528759] Epoch: [368] [2380/2904] eta: 0:06:34 lr: 0.001452 loss: 0.1773 (0.1883) loss_rec_all: 0.2038 (0.2142) loss_rec_sfr: 0.2546 (0.2749) loss_cl: -0.2794 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [23:38:39.441997] Epoch: [368] [2400/2904] eta: 0:06:19 lr: 0.001452 loss: 0.1752 (0.1882) loss_rec_all: 0.2014 (0.2142) loss_rec_sfr: 0.2553 (0.2747) loss_cl: -0.2796 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [23:38:54.356677] Epoch: [368] [2420/2904] eta: 0:06:04 lr: 0.001452 loss: 0.1803 (0.1882) loss_rec_all: 0.2060 (0.2142) loss_rec_sfr: 0.2600 (0.2748) loss_cl: -0.2787 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [23:39:09.275023] Epoch: [368] [2440/2904] eta: 0:05:49 lr: 0.001452 loss: 0.1781 (0.1882) loss_rec_all: 0.2044 (0.2142) loss_rec_sfr: 0.2475 (0.2747) loss_cl: -0.2780 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [23:39:24.197118] Epoch: [368] [2460/2904] eta: 0:05:34 lr: 0.001452 loss: 0.1732 (0.1881) loss_rec_all: 0.1995 (0.2141) loss_rec_sfr: 0.2466 (0.2743) loss_cl: -0.2789 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [23:39:39.116413] Epoch: [368] [2480/2904] eta: 0:05:19 lr: 0.001452 loss: 0.1785 (0.1881) loss_rec_all: 0.2046 (0.2140) loss_rec_sfr: 0.2610 (0.2743) loss_cl: -0.2797 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [23:39:54.033618] Epoch: [368] [2500/2904] eta: 0:05:04 lr: 0.001452 loss: 0.1777 (0.1880) loss_rec_all: 0.2038 (0.2140) loss_rec_sfr: 0.2558 (0.2742) loss_cl: -0.2792 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [23:40:08.945754] Epoch: [368] [2520/2904] eta: 0:04:49 lr: 0.001452 loss: 0.1791 (0.1881) loss_rec_all: 0.2048 (0.2140) loss_rec_sfr: 0.2571 (0.2742) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [23:40:23.864896] Epoch: [368] [2540/2904] eta: 0:04:33 lr: 0.001452 loss: 0.1821 (0.1881) loss_rec_all: 0.2081 (0.2141) loss_rec_sfr: 0.2586 (0.2744) loss_cl: -0.2781 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [23:40:38.784301] Epoch: [368] [2560/2904] eta: 0:04:18 lr: 0.001452 loss: 0.1778 (0.1882) loss_rec_all: 0.2037 (0.2141) loss_rec_sfr: 0.2575 (0.2745) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [23:40:53.707402] Epoch: [368] [2580/2904] eta: 0:04:03 lr: 0.001452 loss: 0.1757 (0.1881) loss_rec_all: 0.2023 (0.2141) loss_rec_sfr: 0.2498 (0.2745) loss_cl: -0.2800 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [23:41:08.627735] Epoch: [368] [2600/2904] eta: 0:03:48 lr: 0.001452 loss: 0.1793 (0.1881) loss_rec_all: 0.2057 (0.2141) loss_rec_sfr: 0.2575 (0.2745) loss_cl: -0.2793 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [23:41:23.549623] Epoch: [368] [2620/2904] eta: 0:03:33 lr: 0.001452 loss: 0.1754 (0.1881) loss_rec_all: 0.2016 (0.2140) loss_rec_sfr: 0.2589 (0.2744) loss_cl: -0.2782 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [23:41:38.471832] Epoch: [368] [2640/2904] eta: 0:03:18 lr: 0.001452 loss: 0.1837 (0.1881) loss_rec_all: 0.2097 (0.2141) loss_rec_sfr: 0.2639 (0.2745) loss_cl: -0.2783 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [23:41:53.393420] Epoch: [368] [2660/2904] eta: 0:03:03 lr: 0.001452 loss: 0.1768 (0.1881) loss_rec_all: 0.2032 (0.2141) loss_rec_sfr: 0.2559 (0.2745) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [23:42:08.319350] Epoch: [368] [2680/2904] eta: 0:02:48 lr: 0.001451 loss: 0.1783 (0.1881) loss_rec_all: 0.2044 (0.2141) loss_rec_sfr: 0.2543 (0.2745) loss_cl: -0.2798 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [23:42:23.238562] Epoch: [368] [2700/2904] eta: 0:02:33 lr: 0.001451 loss: 0.1872 (0.1882) loss_rec_all: 0.2131 (0.2142) loss_rec_sfr: 0.2617 (0.2748) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [23:42:38.164450] Epoch: [368] [2720/2904] eta: 0:02:18 lr: 0.001451 loss: 0.1818 (0.1883) loss_rec_all: 0.2079 (0.2142) loss_rec_sfr: 0.2508 (0.2748) loss_cl: -0.2783 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [23:42:53.090124] Epoch: [368] [2740/2904] eta: 0:02:03 lr: 0.001451 loss: 0.1757 (0.1882) loss_rec_all: 0.2020 (0.2142) loss_rec_sfr: 0.2237 (0.2747) loss_cl: -0.2786 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [23:43:08.009378] Epoch: [368] [2760/2904] eta: 0:01:48 lr: 0.001451 loss: 0.1976 (0.1884) loss_rec_all: 0.2235 (0.2143) loss_rec_sfr: 0.2730 (0.2752) loss_cl: -0.2784 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [23:43:22.933185] Epoch: [368] [2780/2904] eta: 0:01:33 lr: 0.001451 loss: 0.1762 (0.1884) loss_rec_all: 0.2027 (0.2144) loss_rec_sfr: 0.2485 (0.2752) loss_cl: -0.2784 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [23:43:37.855721] Epoch: [368] [2800/2904] eta: 0:01:18 lr: 0.001451 loss: 0.1736 (0.1884) loss_rec_all: 0.2001 (0.2143) loss_rec_sfr: 0.2151 (0.2751) loss_cl: -0.2794 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [23:43:52.771709] Epoch: [368] [2820/2904] eta: 0:01:03 lr: 0.001451 loss: 0.1752 (0.1883) loss_rec_all: 0.2018 (0.2143) loss_rec_sfr: 0.2236 (0.2748) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [23:44:07.718136] Epoch: [368] [2840/2904] eta: 0:00:48 lr: 0.001451 loss: 0.1756 (0.1883) loss_rec_all: 0.2020 (0.2143) loss_rec_sfr: 0.2647 (0.2748) loss_cl: -0.2796 (-0.2788) time: 0.7473 data: 0.0023 max mem: 29860 [23:44:22.622420] Epoch: [368] [2860/2904] eta: 0:00:33 lr: 0.001451 loss: 0.1791 (0.1883) loss_rec_all: 0.2053 (0.2142) loss_rec_sfr: 0.2610 (0.2748) loss_cl: -0.2789 (-0.2788) time: 0.7452 data: 0.0001 max mem: 29860 [23:44:37.523376] Epoch: [368] [2880/2904] eta: 0:00:18 lr: 0.001451 loss: 0.1759 (0.1882) loss_rec_all: 0.2020 (0.2142) loss_rec_sfr: 0.2551 (0.2747) loss_cl: -0.2793 (-0.2788) time: 0.7450 data: 0.0001 max mem: 29860 [23:44:52.427291] Epoch: [368] [2900/2904] eta: 0:00:03 lr: 0.001451 loss: 0.1850 (0.1883) loss_rec_all: 0.2111 (0.2143) loss_rec_sfr: 0.2601 (0.2749) loss_cl: -0.2783 (-0.2788) time: 0.7452 data: 0.0001 max mem: 29860 [23:44:54.669518] Epoch: [368] [2903/2904] eta: 0:00:00 lr: 0.001451 loss: 0.1850 (0.1883) loss_rec_all: 0.2111 (0.2143) loss_rec_sfr: 0.2601 (0.2749) loss_cl: -0.2784 (-0.2788) time: 0.7452 data: 0.0001 max mem: 29860 [23:44:56.712619] Epoch: [368] Total time: 0:36:25 (0.7525 s / it) [23:44:56.715853] Averaged stats: lr: 0.001451 loss: 0.1850 (0.1903) loss_rec_all: 0.2111 (0.2139) loss_rec_sfr: 0.2601 (0.2740) loss_cl: -0.2784 (-0.2556) [23:44:56.720579] log_dir: ./checkpoint/VF2_ViT-B [23:45:14.443865] Epoch: [369] [ 0/2904] eta: 14:17:41 lr: 0.001451 loss: 0.1799 (0.1799) loss_rec_all: 0.2059 (0.2059) loss_rec_sfr: 0.2591 (0.2591) loss_cl: -0.2779 (-0.2779) time: 17.7210 data: 16.3361 max mem: 29860 [23:45:29.936648] Epoch: [369] [ 20/2904] eta: 1:16:01 lr: 0.001451 loss: 0.1799 (0.1869) loss_rec_all: 0.2057 (0.2129) loss_rec_sfr: 0.2608 (0.2767) loss_cl: -0.2787 (-0.2785) time: 0.7746 data: 0.0002 max mem: 29860 [23:45:44.813916] Epoch: [369] [ 40/2904] eta: 0:55:59 lr: 0.001451 loss: 0.1799 (0.1890) loss_rec_all: 0.2062 (0.2149) loss_rec_sfr: 0.2570 (0.2779) loss_cl: -0.2796 (-0.2790) time: 0.7438 data: 0.0002 max mem: 29860 [23:45:59.702939] Epoch: [369] [ 60/2904] eta: 0:48:56 lr: 0.001451 loss: 0.1774 (0.1891) loss_rec_all: 0.2039 (0.2151) loss_rec_sfr: 0.2444 (0.2748) loss_cl: -0.2795 (-0.2791) time: 0.7444 data: 0.0002 max mem: 29860 [23:46:14.590692] Epoch: [369] [ 80/2904] eta: 0:45:14 lr: 0.001451 loss: 0.1749 (0.1893) loss_rec_all: 0.2013 (0.2153) loss_rec_sfr: 0.2167 (0.2751) loss_cl: -0.2789 (-0.2791) time: 0.7443 data: 0.0002 max mem: 29860 [23:46:29.515091] Epoch: [369] [ 100/2904] eta: 0:42:56 lr: 0.001451 loss: 0.1776 (0.1888) loss_rec_all: 0.2038 (0.2148) loss_rec_sfr: 0.2442 (0.2727) loss_cl: -0.2792 (-0.2791) time: 0.7462 data: 0.0002 max mem: 29860 [23:46:44.423446] Epoch: [369] [ 120/2904] eta: 0:41:17 lr: 0.001451 loss: 0.1748 (0.1875) loss_rec_all: 0.2007 (0.2135) loss_rec_sfr: 0.2549 (0.2688) loss_cl: -0.2784 (-0.2790) time: 0.7454 data: 0.0002 max mem: 29860 [23:46:59.493980] Epoch: [369] [ 140/2904] eta: 0:40:06 lr: 0.001451 loss: 0.1788 (0.1870) loss_rec_all: 0.2051 (0.2131) loss_rec_sfr: 0.2496 (0.2680) loss_cl: -0.2783 (-0.2789) time: 0.7535 data: 0.0002 max mem: 29860 [23:47:14.417455] Epoch: [369] [ 160/2904] eta: 0:39:06 lr: 0.001451 loss: 0.1768 (0.1866) loss_rec_all: 0.2033 (0.2126) loss_rec_sfr: 0.2524 (0.2674) loss_cl: -0.2792 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [23:47:29.334192] Epoch: [369] [ 180/2904] eta: 0:38:16 lr: 0.001451 loss: 0.1816 (0.1870) loss_rec_all: 0.2078 (0.2131) loss_rec_sfr: 0.2504 (0.2689) loss_cl: -0.2793 (-0.2790) time: 0.7458 data: 0.0002 max mem: 29860 [23:47:44.275984] Epoch: [369] [ 200/2904] eta: 0:37:33 lr: 0.001451 loss: 0.1759 (0.1872) loss_rec_all: 0.2020 (0.2132) loss_rec_sfr: 0.2555 (0.2699) loss_cl: -0.2783 (-0.2789) time: 0.7470 data: 0.0002 max mem: 29860 [23:47:59.192050] Epoch: [369] [ 220/2904] eta: 0:36:55 lr: 0.001451 loss: 0.1803 (0.1876) loss_rec_all: 0.2066 (0.2135) loss_rec_sfr: 0.2571 (0.2703) loss_cl: -0.2786 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [23:48:14.126559] Epoch: [369] [ 240/2904] eta: 0:36:21 lr: 0.001451 loss: 0.1730 (0.1871) loss_rec_all: 0.1995 (0.2131) loss_rec_sfr: 0.2573 (0.2693) loss_cl: -0.2793 (-0.2789) time: 0.7467 data: 0.0002 max mem: 29860 [23:48:29.039569] Epoch: [369] [ 260/2904] eta: 0:35:50 lr: 0.001451 loss: 0.1745 (0.1869) loss_rec_all: 0.2010 (0.2129) loss_rec_sfr: 0.2605 (0.2704) loss_cl: -0.2796 (-0.2790) time: 0.7456 data: 0.0002 max mem: 29860 [23:48:43.979057] Epoch: [369] [ 280/2904] eta: 0:35:22 lr: 0.001451 loss: 0.1755 (0.1868) loss_rec_all: 0.2016 (0.2128) loss_rec_sfr: 0.2428 (0.2696) loss_cl: -0.2790 (-0.2790) time: 0.7469 data: 0.0002 max mem: 29860 [23:48:58.898607] Epoch: [369] [ 300/2904] eta: 0:34:54 lr: 0.001451 loss: 0.1823 (0.1871) loss_rec_all: 0.2083 (0.2131) loss_rec_sfr: 0.2552 (0.2703) loss_cl: -0.2788 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [23:49:13.816500] Epoch: [369] [ 320/2904] eta: 0:34:29 lr: 0.001451 loss: 0.1800 (0.1871) loss_rec_all: 0.2058 (0.2131) loss_rec_sfr: 0.2524 (0.2703) loss_cl: -0.2785 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [23:49:28.735292] Epoch: [369] [ 340/2904] eta: 0:34:05 lr: 0.001451 loss: 0.1776 (0.1868) loss_rec_all: 0.2038 (0.2128) loss_rec_sfr: 0.2520 (0.2691) loss_cl: -0.2794 (-0.2790) time: 0.7459 data: 0.0002 max mem: 29860 [23:49:43.657217] Epoch: [369] [ 360/2904] eta: 0:33:41 lr: 0.001451 loss: 0.1789 (0.1870) loss_rec_all: 0.2051 (0.2130) loss_rec_sfr: 0.2668 (0.2703) loss_cl: -0.2800 (-0.2790) time: 0.7461 data: 0.0002 max mem: 29860 [23:49:58.574786] Epoch: [369] [ 380/2904] eta: 0:33:19 lr: 0.001450 loss: 0.1804 (0.1870) loss_rec_all: 0.2066 (0.2130) loss_rec_sfr: 0.2551 (0.2702) loss_cl: -0.2785 (-0.2790) time: 0.7458 data: 0.0002 max mem: 29860 [23:50:13.494941] Epoch: [369] [ 400/2904] eta: 0:32:57 lr: 0.001450 loss: 0.1833 (0.1874) loss_rec_all: 0.2092 (0.2134) loss_rec_sfr: 0.2583 (0.2716) loss_cl: -0.2785 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [23:50:28.414906] Epoch: [369] [ 420/2904] eta: 0:32:36 lr: 0.001450 loss: 0.1737 (0.1872) loss_rec_all: 0.1999 (0.2132) loss_rec_sfr: 0.2534 (0.2711) loss_cl: -0.2783 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [23:50:43.334562] Epoch: [369] [ 440/2904] eta: 0:32:16 lr: 0.001450 loss: 0.1761 (0.1869) loss_rec_all: 0.2027 (0.2129) loss_rec_sfr: 0.2240 (0.2697) loss_cl: -0.2795 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [23:50:58.254900] Epoch: [369] [ 460/2904] eta: 0:31:56 lr: 0.001450 loss: 0.1768 (0.1868) loss_rec_all: 0.2028 (0.2128) loss_rec_sfr: 0.2533 (0.2694) loss_cl: -0.2795 (-0.2790) time: 0.7460 data: 0.0002 max mem: 29860 [23:51:13.165932] Epoch: [369] [ 480/2904] eta: 0:31:36 lr: 0.001450 loss: 0.1784 (0.1870) loss_rec_all: 0.2044 (0.2130) loss_rec_sfr: 0.2603 (0.2706) loss_cl: -0.2786 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [23:51:28.078438] Epoch: [369] [ 500/2904] eta: 0:31:17 lr: 0.001450 loss: 0.1776 (0.1870) loss_rec_all: 0.2038 (0.2130) loss_rec_sfr: 0.2529 (0.2707) loss_cl: -0.2794 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [23:51:43.000729] Epoch: [369] [ 520/2904] eta: 0:30:58 lr: 0.001450 loss: 0.1783 (0.1870) loss_rec_all: 0.2042 (0.2130) loss_rec_sfr: 0.2563 (0.2707) loss_cl: -0.2778 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [23:51:57.914023] Epoch: [369] [ 540/2904] eta: 0:30:40 lr: 0.001450 loss: 0.1793 (0.1871) loss_rec_all: 0.2054 (0.2131) loss_rec_sfr: 0.2555 (0.2711) loss_cl: -0.2784 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [23:52:12.829368] Epoch: [369] [ 560/2904] eta: 0:30:22 lr: 0.001450 loss: 0.1815 (0.1871) loss_rec_all: 0.2076 (0.2131) loss_rec_sfr: 0.2548 (0.2709) loss_cl: -0.2787 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [23:52:27.746486] Epoch: [369] [ 580/2904] eta: 0:30:03 lr: 0.001450 loss: 0.1784 (0.1873) loss_rec_all: 0.2046 (0.2132) loss_rec_sfr: 0.2576 (0.2717) loss_cl: -0.2790 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [23:52:42.664569] Epoch: [369] [ 600/2904] eta: 0:29:46 lr: 0.001450 loss: 0.1789 (0.1873) loss_rec_all: 0.2054 (0.2133) loss_rec_sfr: 0.2535 (0.2718) loss_cl: -0.2784 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [23:52:57.582000] Epoch: [369] [ 620/2904] eta: 0:29:28 lr: 0.001450 loss: 0.1752 (0.1871) loss_rec_all: 0.2013 (0.2131) loss_rec_sfr: 0.2330 (0.2709) loss_cl: -0.2788 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [23:53:12.496665] Epoch: [369] [ 640/2904] eta: 0:29:10 lr: 0.001450 loss: 0.1780 (0.1872) loss_rec_all: 0.2043 (0.2132) loss_rec_sfr: 0.2209 (0.2709) loss_cl: -0.2791 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [23:53:27.414621] Epoch: [369] [ 660/2904] eta: 0:28:53 lr: 0.001450 loss: 0.1779 (0.1872) loss_rec_all: 0.2043 (0.2132) loss_rec_sfr: 0.2574 (0.2707) loss_cl: -0.2783 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [23:53:42.333927] Epoch: [369] [ 680/2904] eta: 0:28:36 lr: 0.001450 loss: 0.1751 (0.1872) loss_rec_all: 0.2014 (0.2132) loss_rec_sfr: 0.2559 (0.2707) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [23:53:57.251486] Epoch: [369] [ 700/2904] eta: 0:28:19 lr: 0.001450 loss: 0.1764 (0.1872) loss_rec_all: 0.2026 (0.2132) loss_rec_sfr: 0.2563 (0.2709) loss_cl: -0.2797 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [23:54:12.167690] Epoch: [369] [ 720/2904] eta: 0:28:02 lr: 0.001450 loss: 0.1768 (0.1871) loss_rec_all: 0.2029 (0.2131) loss_rec_sfr: 0.2541 (0.2705) loss_cl: -0.2792 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [23:54:27.087964] Epoch: [369] [ 740/2904] eta: 0:27:45 lr: 0.001450 loss: 0.1803 (0.1873) loss_rec_all: 0.2065 (0.2133) loss_rec_sfr: 0.2607 (0.2710) loss_cl: -0.2785 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [23:54:42.009814] Epoch: [369] [ 760/2904] eta: 0:27:28 lr: 0.001450 loss: 0.1810 (0.1875) loss_rec_all: 0.2072 (0.2134) loss_rec_sfr: 0.2659 (0.2718) loss_cl: -0.2789 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [23:54:56.929575] Epoch: [369] [ 780/2904] eta: 0:27:12 lr: 0.001450 loss: 0.1758 (0.1876) loss_rec_all: 0.2018 (0.2136) loss_rec_sfr: 0.2590 (0.2725) loss_cl: -0.2793 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [23:55:11.844544] Epoch: [369] [ 800/2904] eta: 0:26:55 lr: 0.001450 loss: 0.1779 (0.1877) loss_rec_all: 0.2046 (0.2137) loss_rec_sfr: 0.2599 (0.2727) loss_cl: -0.2792 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [23:55:26.764978] Epoch: [369] [ 820/2904] eta: 0:26:39 lr: 0.001450 loss: 0.1750 (0.1877) loss_rec_all: 0.2011 (0.2137) loss_rec_sfr: 0.2514 (0.2728) loss_cl: -0.2788 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [23:55:41.678477] Epoch: [369] [ 840/2904] eta: 0:26:22 lr: 0.001450 loss: 0.1753 (0.1876) loss_rec_all: 0.2014 (0.2136) loss_rec_sfr: 0.2486 (0.2724) loss_cl: -0.2783 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [23:55:56.591930] Epoch: [369] [ 860/2904] eta: 0:26:06 lr: 0.001450 loss: 0.1795 (0.1875) loss_rec_all: 0.2058 (0.2134) loss_rec_sfr: 0.2646 (0.2722) loss_cl: -0.2795 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [23:56:11.508574] Epoch: [369] [ 880/2904] eta: 0:25:50 lr: 0.001450 loss: 0.1895 (0.1879) loss_rec_all: 0.2155 (0.2139) loss_rec_sfr: 0.2729 (0.2737) loss_cl: -0.2785 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [23:56:26.426766] Epoch: [369] [ 900/2904] eta: 0:25:33 lr: 0.001450 loss: 0.1819 (0.1881) loss_rec_all: 0.2080 (0.2141) loss_rec_sfr: 0.2634 (0.2746) loss_cl: -0.2793 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [23:56:41.347785] Epoch: [369] [ 920/2904] eta: 0:25:17 lr: 0.001450 loss: 0.1796 (0.1881) loss_rec_all: 0.2058 (0.2141) loss_rec_sfr: 0.2667 (0.2748) loss_cl: -0.2792 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [23:56:56.264010] Epoch: [369] [ 940/2904] eta: 0:25:01 lr: 0.001450 loss: 0.1755 (0.1881) loss_rec_all: 0.2016 (0.2140) loss_rec_sfr: 0.2468 (0.2745) loss_cl: -0.2793 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [23:57:11.184715] Epoch: [369] [ 960/2904] eta: 0:24:45 lr: 0.001450 loss: 0.1779 (0.1880) loss_rec_all: 0.2040 (0.2139) loss_rec_sfr: 0.2556 (0.2741) loss_cl: -0.2793 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [23:57:26.104356] Epoch: [369] [ 980/2904] eta: 0:24:29 lr: 0.001449 loss: 0.1791 (0.1879) loss_rec_all: 0.2055 (0.2139) loss_rec_sfr: 0.2583 (0.2740) loss_cl: -0.2789 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [23:57:41.022111] Epoch: [369] [1000/2904] eta: 0:24:13 lr: 0.001449 loss: 0.1811 (0.1879) loss_rec_all: 0.2071 (0.2139) loss_rec_sfr: 0.2601 (0.2739) loss_cl: -0.2788 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [23:57:55.934321] Epoch: [369] [1020/2904] eta: 0:23:57 lr: 0.001449 loss: 0.1775 (0.1878) loss_rec_all: 0.2038 (0.2138) loss_rec_sfr: 0.2262 (0.2733) loss_cl: -0.2791 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [23:58:10.850263] Epoch: [369] [1040/2904] eta: 0:23:41 lr: 0.001449 loss: 0.1758 (0.1878) loss_rec_all: 0.2019 (0.2138) loss_rec_sfr: 0.2555 (0.2732) loss_cl: -0.2792 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [23:58:25.762832] Epoch: [369] [1060/2904] eta: 0:23:26 lr: 0.001449 loss: 0.1775 (0.1877) loss_rec_all: 0.2038 (0.2136) loss_rec_sfr: 0.2477 (0.2727) loss_cl: -0.2788 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [23:58:40.683098] Epoch: [369] [1080/2904] eta: 0:23:10 lr: 0.001449 loss: 0.1764 (0.1877) loss_rec_all: 0.2031 (0.2137) loss_rec_sfr: 0.2679 (0.2730) loss_cl: -0.2787 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [23:58:55.598669] Epoch: [369] [1100/2904] eta: 0:22:54 lr: 0.001449 loss: 0.1759 (0.1878) loss_rec_all: 0.2020 (0.2138) loss_rec_sfr: 0.2617 (0.2732) loss_cl: -0.2786 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [23:59:10.511856] Epoch: [369] [1120/2904] eta: 0:22:38 lr: 0.001449 loss: 0.1765 (0.1876) loss_rec_all: 0.2027 (0.2136) loss_rec_sfr: 0.2488 (0.2727) loss_cl: -0.2792 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [23:59:25.424266] Epoch: [369] [1140/2904] eta: 0:22:22 lr: 0.001449 loss: 0.1812 (0.1877) loss_rec_all: 0.2072 (0.2137) loss_rec_sfr: 0.2589 (0.2727) loss_cl: -0.2791 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [23:59:40.336451] Epoch: [369] [1160/2904] eta: 0:22:07 lr: 0.001449 loss: 0.1764 (0.1876) loss_rec_all: 0.2028 (0.2136) loss_rec_sfr: 0.2604 (0.2724) loss_cl: -0.2794 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [23:59:55.249408] Epoch: [369] [1180/2904] eta: 0:21:51 lr: 0.001449 loss: 0.1749 (0.1875) loss_rec_all: 0.2013 (0.2134) loss_rec_sfr: 0.2570 (0.2720) loss_cl: -0.2792 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [00:00:10.165994] Epoch: [369] [1200/2904] eta: 0:21:35 lr: 0.001449 loss: 0.1801 (0.1874) loss_rec_all: 0.2062 (0.2134) loss_rec_sfr: 0.2583 (0.2718) loss_cl: -0.2793 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [00:00:25.086532] Epoch: [369] [1220/2904] eta: 0:21:20 lr: 0.001449 loss: 0.1742 (0.1873) loss_rec_all: 0.2007 (0.2133) loss_rec_sfr: 0.2503 (0.2714) loss_cl: -0.2787 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [00:00:39.999433] Epoch: [369] [1240/2904] eta: 0:21:04 lr: 0.001449 loss: 0.1761 (0.1874) loss_rec_all: 0.2024 (0.2134) loss_rec_sfr: 0.2637 (0.2718) loss_cl: -0.2780 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [00:00:54.913455] Epoch: [369] [1260/2904] eta: 0:20:49 lr: 0.001449 loss: 0.1824 (0.1876) loss_rec_all: 0.2084 (0.2135) loss_rec_sfr: 0.2720 (0.2724) loss_cl: -0.2799 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [00:01:09.824754] Epoch: [369] [1280/2904] eta: 0:20:33 lr: 0.001449 loss: 0.1750 (0.1875) loss_rec_all: 0.2012 (0.2135) loss_rec_sfr: 0.2542 (0.2725) loss_cl: -0.2804 (-0.2789) time: 0.7455 data: 0.0003 max mem: 29860 [00:01:24.735543] Epoch: [369] [1300/2904] eta: 0:20:18 lr: 0.001449 loss: 0.1749 (0.1876) loss_rec_all: 0.2010 (0.2136) loss_rec_sfr: 0.2607 (0.2728) loss_cl: -0.2784 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [00:01:39.651273] Epoch: [369] [1320/2904] eta: 0:20:02 lr: 0.001449 loss: 0.1776 (0.1877) loss_rec_all: 0.2035 (0.2136) loss_rec_sfr: 0.2543 (0.2730) loss_cl: -0.2772 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [00:01:54.577896] Epoch: [369] [1340/2904] eta: 0:19:47 lr: 0.001449 loss: 0.1804 (0.1877) loss_rec_all: 0.2065 (0.2136) loss_rec_sfr: 0.2557 (0.2732) loss_cl: -0.2781 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [00:02:09.500528] Epoch: [369] [1360/2904] eta: 0:19:31 lr: 0.001449 loss: 0.1768 (0.1876) loss_rec_all: 0.2029 (0.2136) loss_rec_sfr: 0.2259 (0.2729) loss_cl: -0.2788 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [00:02:24.412251] Epoch: [369] [1380/2904] eta: 0:19:16 lr: 0.001449 loss: 0.1767 (0.1875) loss_rec_all: 0.2033 (0.2135) loss_rec_sfr: 0.2479 (0.2727) loss_cl: -0.2793 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [00:02:39.327514] Epoch: [369] [1400/2904] eta: 0:19:00 lr: 0.001449 loss: 0.1778 (0.1876) loss_rec_all: 0.2042 (0.2135) loss_rec_sfr: 0.2578 (0.2727) loss_cl: -0.2789 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [00:02:54.241069] Epoch: [369] [1420/2904] eta: 0:18:45 lr: 0.001449 loss: 0.1769 (0.1875) loss_rec_all: 0.2031 (0.2135) loss_rec_sfr: 0.2617 (0.2728) loss_cl: -0.2798 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [00:03:09.156108] Epoch: [369] [1440/2904] eta: 0:18:29 lr: 0.001449 loss: 0.1754 (0.1876) loss_rec_all: 0.2020 (0.2136) loss_rec_sfr: 0.2509 (0.2729) loss_cl: -0.2786 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [00:03:24.069735] Epoch: [369] [1460/2904] eta: 0:18:14 lr: 0.001449 loss: 0.1769 (0.1876) loss_rec_all: 0.2032 (0.2136) loss_rec_sfr: 0.2571 (0.2730) loss_cl: -0.2789 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [00:03:38.990356] Epoch: [369] [1480/2904] eta: 0:17:59 lr: 0.001449 loss: 0.1755 (0.1876) loss_rec_all: 0.2015 (0.2136) loss_rec_sfr: 0.2559 (0.2732) loss_cl: -0.2791 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [00:03:53.902245] Epoch: [369] [1500/2904] eta: 0:17:43 lr: 0.001449 loss: 0.1798 (0.1876) loss_rec_all: 0.2059 (0.2136) loss_rec_sfr: 0.2551 (0.2733) loss_cl: -0.2788 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [00:04:08.802403] Epoch: [369] [1520/2904] eta: 0:17:28 lr: 0.001449 loss: 0.1810 (0.1877) loss_rec_all: 0.2070 (0.2137) loss_rec_sfr: 0.2531 (0.2736) loss_cl: -0.2782 (-0.2789) time: 0.7450 data: 0.0002 max mem: 29860 [00:04:23.709592] Epoch: [369] [1540/2904] eta: 0:17:12 lr: 0.001449 loss: 0.1781 (0.1877) loss_rec_all: 0.2042 (0.2137) loss_rec_sfr: 0.2472 (0.2734) loss_cl: -0.2783 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [00:04:38.623144] Epoch: [369] [1560/2904] eta: 0:16:57 lr: 0.001449 loss: 0.1773 (0.1877) loss_rec_all: 0.2035 (0.2137) loss_rec_sfr: 0.2565 (0.2732) loss_cl: -0.2798 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [00:04:53.534816] Epoch: [369] [1580/2904] eta: 0:16:42 lr: 0.001448 loss: 0.1787 (0.1877) loss_rec_all: 0.2054 (0.2136) loss_rec_sfr: 0.2508 (0.2731) loss_cl: -0.2803 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [00:05:08.446530] Epoch: [369] [1600/2904] eta: 0:16:26 lr: 0.001448 loss: 0.1804 (0.1877) loss_rec_all: 0.2065 (0.2137) loss_rec_sfr: 0.2538 (0.2732) loss_cl: -0.2788 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [00:05:23.364086] Epoch: [369] [1620/2904] eta: 0:16:11 lr: 0.001448 loss: 0.1757 (0.1877) loss_rec_all: 0.2017 (0.2136) loss_rec_sfr: 0.2448 (0.2731) loss_cl: -0.2786 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [00:05:38.279340] Epoch: [369] [1640/2904] eta: 0:15:56 lr: 0.001448 loss: 0.1782 (0.1876) loss_rec_all: 0.2046 (0.2136) loss_rec_sfr: 0.2471 (0.2727) loss_cl: -0.2784 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [00:05:53.197532] Epoch: [369] [1660/2904] eta: 0:15:40 lr: 0.001448 loss: 0.1791 (0.1877) loss_rec_all: 0.2053 (0.2136) loss_rec_sfr: 0.2682 (0.2730) loss_cl: -0.2782 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [00:06:08.109389] Epoch: [369] [1680/2904] eta: 0:15:25 lr: 0.001448 loss: 0.1813 (0.1877) loss_rec_all: 0.2075 (0.2137) loss_rec_sfr: 0.2567 (0.2731) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [00:06:23.021557] Epoch: [369] [1700/2904] eta: 0:15:10 lr: 0.001448 loss: 0.1799 (0.1877) loss_rec_all: 0.2058 (0.2137) loss_rec_sfr: 0.2630 (0.2730) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [00:06:37.931454] Epoch: [369] [1720/2904] eta: 0:14:55 lr: 0.001448 loss: 0.1802 (0.1877) loss_rec_all: 0.2064 (0.2137) loss_rec_sfr: 0.2515 (0.2731) loss_cl: -0.2796 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [00:06:52.857879] Epoch: [369] [1740/2904] eta: 0:14:39 lr: 0.001448 loss: 0.1798 (0.1878) loss_rec_all: 0.2059 (0.2137) loss_rec_sfr: 0.2625 (0.2732) loss_cl: -0.2788 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [00:07:07.780902] Epoch: [369] [1760/2904] eta: 0:14:24 lr: 0.001448 loss: 0.1793 (0.1878) loss_rec_all: 0.2057 (0.2138) loss_rec_sfr: 0.2621 (0.2733) loss_cl: -0.2788 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [00:07:22.698433] Epoch: [369] [1780/2904] eta: 0:14:09 lr: 0.001448 loss: 0.1812 (0.1879) loss_rec_all: 0.2075 (0.2139) loss_rec_sfr: 0.2660 (0.2738) loss_cl: -0.2782 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [00:07:37.618553] Epoch: [369] [1800/2904] eta: 0:13:54 lr: 0.001448 loss: 0.1754 (0.1879) loss_rec_all: 0.2014 (0.2139) loss_rec_sfr: 0.2490 (0.2737) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [00:07:52.537497] Epoch: [369] [1820/2904] eta: 0:13:38 lr: 0.001448 loss: 0.1801 (0.1879) loss_rec_all: 0.2061 (0.2139) loss_rec_sfr: 0.2565 (0.2737) loss_cl: -0.2793 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [00:08:07.448225] Epoch: [369] [1840/2904] eta: 0:13:23 lr: 0.001448 loss: 0.1869 (0.1881) loss_rec_all: 0.2127 (0.2140) loss_rec_sfr: 0.2696 (0.2742) loss_cl: -0.2789 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [00:08:22.358034] Epoch: [369] [1860/2904] eta: 0:13:08 lr: 0.001448 loss: 0.1765 (0.1880) loss_rec_all: 0.2026 (0.2140) loss_rec_sfr: 0.2467 (0.2741) loss_cl: -0.2783 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [00:08:37.274968] Epoch: [369] [1880/2904] eta: 0:12:53 lr: 0.001448 loss: 0.1777 (0.1881) loss_rec_all: 0.2042 (0.2141) loss_rec_sfr: 0.2598 (0.2743) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [00:08:52.193091] Epoch: [369] [1900/2904] eta: 0:12:38 lr: 0.001448 loss: 0.1765 (0.1881) loss_rec_all: 0.2028 (0.2141) loss_rec_sfr: 0.2566 (0.2744) loss_cl: -0.2795 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [00:09:07.109843] Epoch: [369] [1920/2904] eta: 0:12:22 lr: 0.001448 loss: 0.1789 (0.1881) loss_rec_all: 0.2052 (0.2141) loss_rec_sfr: 0.2559 (0.2745) loss_cl: -0.2793 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [00:09:22.031250] Epoch: [369] [1940/2904] eta: 0:12:07 lr: 0.001448 loss: 0.1776 (0.1881) loss_rec_all: 0.2041 (0.2141) loss_rec_sfr: 0.2497 (0.2742) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [00:09:36.946295] Epoch: [369] [1960/2904] eta: 0:11:52 lr: 0.001448 loss: 0.1762 (0.1881) loss_rec_all: 0.2025 (0.2141) loss_rec_sfr: 0.2477 (0.2742) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [00:09:51.866750] Epoch: [369] [1980/2904] eta: 0:11:37 lr: 0.001448 loss: 0.1768 (0.1881) loss_rec_all: 0.2031 (0.2141) loss_rec_sfr: 0.2505 (0.2742) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [00:10:06.786201] Epoch: [369] [2000/2904] eta: 0:11:22 lr: 0.001448 loss: 0.1775 (0.1882) loss_rec_all: 0.2036 (0.2141) loss_rec_sfr: 0.2595 (0.2743) loss_cl: -0.2794 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [00:10:21.701654] Epoch: [369] [2020/2904] eta: 0:11:07 lr: 0.001448 loss: 0.1726 (0.1881) loss_rec_all: 0.1989 (0.2140) loss_rec_sfr: 0.2395 (0.2740) loss_cl: -0.2800 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [00:10:36.612411] Epoch: [369] [2040/2904] eta: 0:10:51 lr: 0.001448 loss: 0.1755 (0.1879) loss_rec_all: 0.2015 (0.2139) loss_rec_sfr: 0.2549 (0.2736) loss_cl: -0.2789 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [00:10:51.532850] Epoch: [369] [2060/2904] eta: 0:10:36 lr: 0.001448 loss: 0.1800 (0.1879) loss_rec_all: 0.2062 (0.2139) loss_rec_sfr: 0.2600 (0.2737) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [00:11:06.450395] Epoch: [369] [2080/2904] eta: 0:10:21 lr: 0.001448 loss: 0.1785 (0.1880) loss_rec_all: 0.2046 (0.2140) loss_rec_sfr: 0.2553 (0.2738) loss_cl: -0.2793 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [00:11:21.366289] Epoch: [369] [2100/2904] eta: 0:10:06 lr: 0.001448 loss: 0.1800 (0.1881) loss_rec_all: 0.2063 (0.2141) loss_rec_sfr: 0.2591 (0.2743) loss_cl: -0.2790 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [00:11:36.288276] Epoch: [369] [2120/2904] eta: 0:09:51 lr: 0.001448 loss: 0.1787 (0.1881) loss_rec_all: 0.2049 (0.2140) loss_rec_sfr: 0.2585 (0.2741) loss_cl: -0.2788 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [00:11:51.209437] Epoch: [369] [2140/2904] eta: 0:09:36 lr: 0.001448 loss: 0.1784 (0.1881) loss_rec_all: 0.2045 (0.2140) loss_rec_sfr: 0.2578 (0.2742) loss_cl: -0.2784 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [00:12:06.129649] Epoch: [369] [2160/2904] eta: 0:09:20 lr: 0.001448 loss: 0.1792 (0.1881) loss_rec_all: 0.2053 (0.2141) loss_rec_sfr: 0.2617 (0.2744) loss_cl: -0.2784 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [00:12:21.052424] Epoch: [369] [2180/2904] eta: 0:09:05 lr: 0.001447 loss: 0.1861 (0.1882) loss_rec_all: 0.2120 (0.2142) loss_rec_sfr: 0.2619 (0.2749) loss_cl: -0.2790 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [00:12:35.969151] Epoch: [369] [2200/2904] eta: 0:08:50 lr: 0.001447 loss: 0.1786 (0.1883) loss_rec_all: 0.2046 (0.2142) loss_rec_sfr: 0.2598 (0.2749) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [00:12:50.892285] Epoch: [369] [2220/2904] eta: 0:08:35 lr: 0.001447 loss: 0.1801 (0.1883) loss_rec_all: 0.2063 (0.2142) loss_rec_sfr: 0.2561 (0.2749) loss_cl: -0.2789 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [00:13:05.808926] Epoch: [369] [2240/2904] eta: 0:08:20 lr: 0.001447 loss: 0.1768 (0.1883) loss_rec_all: 0.2034 (0.2142) loss_rec_sfr: 0.2534 (0.2750) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [00:13:20.728610] Epoch: [369] [2260/2904] eta: 0:08:05 lr: 0.001447 loss: 0.1773 (0.1882) loss_rec_all: 0.2035 (0.2142) loss_rec_sfr: 0.2518 (0.2747) loss_cl: -0.2784 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [00:13:35.646363] Epoch: [369] [2280/2904] eta: 0:07:50 lr: 0.001447 loss: 0.1782 (0.1881) loss_rec_all: 0.2042 (0.2141) loss_rec_sfr: 0.2508 (0.2745) loss_cl: -0.2781 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [00:13:50.564177] Epoch: [369] [2300/2904] eta: 0:07:35 lr: 0.001447 loss: 0.1733 (0.1881) loss_rec_all: 0.1993 (0.2140) loss_rec_sfr: 0.2179 (0.2743) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [00:14:05.486055] Epoch: [369] [2320/2904] eta: 0:07:19 lr: 0.001447 loss: 0.1789 (0.1881) loss_rec_all: 0.2051 (0.2140) loss_rec_sfr: 0.2547 (0.2742) loss_cl: -0.2796 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [00:14:20.402474] Epoch: [369] [2340/2904] eta: 0:07:04 lr: 0.001447 loss: 0.1784 (0.1881) loss_rec_all: 0.2047 (0.2140) loss_rec_sfr: 0.2580 (0.2743) loss_cl: -0.2804 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [00:14:35.321341] Epoch: [369] [2360/2904] eta: 0:06:49 lr: 0.001447 loss: 0.1813 (0.1881) loss_rec_all: 0.2079 (0.2141) loss_rec_sfr: 0.2528 (0.2743) loss_cl: -0.2787 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [00:14:50.235549] Epoch: [369] [2380/2904] eta: 0:06:34 lr: 0.001447 loss: 0.1782 (0.1881) loss_rec_all: 0.2041 (0.2141) loss_rec_sfr: 0.2578 (0.2744) loss_cl: -0.2784 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [00:15:05.152609] Epoch: [369] [2400/2904] eta: 0:06:19 lr: 0.001447 loss: 0.1819 (0.1882) loss_rec_all: 0.2082 (0.2142) loss_rec_sfr: 0.2611 (0.2746) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [00:15:20.072486] Epoch: [369] [2420/2904] eta: 0:06:04 lr: 0.001447 loss: 0.1766 (0.1882) loss_rec_all: 0.2029 (0.2141) loss_rec_sfr: 0.2311 (0.2744) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [00:15:34.989572] Epoch: [369] [2440/2904] eta: 0:05:49 lr: 0.001447 loss: 0.1800 (0.1882) loss_rec_all: 0.2064 (0.2142) loss_rec_sfr: 0.2552 (0.2745) loss_cl: -0.2797 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [00:15:49.903581] Epoch: [369] [2460/2904] eta: 0:05:34 lr: 0.001447 loss: 0.1773 (0.1881) loss_rec_all: 0.2034 (0.2141) loss_rec_sfr: 0.2514 (0.2742) loss_cl: -0.2793 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [00:16:04.816213] Epoch: [369] [2480/2904] eta: 0:05:19 lr: 0.001447 loss: 0.1779 (0.1882) loss_rec_all: 0.2037 (0.2142) loss_rec_sfr: 0.2611 (0.2745) loss_cl: -0.2787 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [00:16:19.729286] Epoch: [369] [2500/2904] eta: 0:05:04 lr: 0.001447 loss: 0.1769 (0.1882) loss_rec_all: 0.2032 (0.2142) loss_rec_sfr: 0.2583 (0.2745) loss_cl: -0.2781 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [00:16:34.651885] Epoch: [369] [2520/2904] eta: 0:04:49 lr: 0.001447 loss: 0.1731 (0.1882) loss_rec_all: 0.1997 (0.2142) loss_rec_sfr: 0.2543 (0.2744) loss_cl: -0.2790 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [00:16:49.569837] Epoch: [369] [2540/2904] eta: 0:04:34 lr: 0.001447 loss: 0.1770 (0.1882) loss_rec_all: 0.2032 (0.2141) loss_rec_sfr: 0.2261 (0.2743) loss_cl: -0.2796 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [00:17:04.488679] Epoch: [369] [2560/2904] eta: 0:04:18 lr: 0.001447 loss: 0.1751 (0.1881) loss_rec_all: 0.2016 (0.2141) loss_rec_sfr: 0.2248 (0.2741) loss_cl: -0.2801 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [00:17:19.409036] Epoch: [369] [2580/2904] eta: 0:04:03 lr: 0.001447 loss: 0.1763 (0.1881) loss_rec_all: 0.2023 (0.2141) loss_rec_sfr: 0.2636 (0.2741) loss_cl: -0.2797 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [00:17:34.323588] Epoch: [369] [2600/2904] eta: 0:03:48 lr: 0.001447 loss: 0.1771 (0.1881) loss_rec_all: 0.2033 (0.2140) loss_rec_sfr: 0.2578 (0.2740) loss_cl: -0.2787 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [00:17:49.242775] Epoch: [369] [2620/2904] eta: 0:03:33 lr: 0.001447 loss: 0.1766 (0.1880) loss_rec_all: 0.2029 (0.2140) loss_rec_sfr: 0.2514 (0.2739) loss_cl: -0.2791 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [00:18:04.156615] Epoch: [369] [2640/2904] eta: 0:03:18 lr: 0.001447 loss: 0.1802 (0.1880) loss_rec_all: 0.2063 (0.2140) loss_rec_sfr: 0.2526 (0.2739) loss_cl: -0.2793 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [00:18:19.067052] Epoch: [369] [2660/2904] eta: 0:03:03 lr: 0.001447 loss: 0.1823 (0.1881) loss_rec_all: 0.2086 (0.2140) loss_rec_sfr: 0.2498 (0.2738) loss_cl: -0.2787 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [00:18:33.981774] Epoch: [369] [2680/2904] eta: 0:02:48 lr: 0.001447 loss: 0.1792 (0.1881) loss_rec_all: 0.2055 (0.2140) loss_rec_sfr: 0.2551 (0.2738) loss_cl: -0.2787 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [00:18:48.906867] Epoch: [369] [2700/2904] eta: 0:02:33 lr: 0.001447 loss: 0.1786 (0.1880) loss_rec_all: 0.2049 (0.2140) loss_rec_sfr: 0.2636 (0.2737) loss_cl: -0.2798 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [00:19:03.830973] Epoch: [369] [2720/2904] eta: 0:02:18 lr: 0.001447 loss: 0.1778 (0.1880) loss_rec_all: 0.2039 (0.2140) loss_rec_sfr: 0.2602 (0.2736) loss_cl: -0.2792 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [00:19:18.753379] Epoch: [369] [2740/2904] eta: 0:02:03 lr: 0.001447 loss: 0.1770 (0.1880) loss_rec_all: 0.2032 (0.2139) loss_rec_sfr: 0.2580 (0.2736) loss_cl: -0.2782 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [00:19:33.674958] Epoch: [369] [2760/2904] eta: 0:01:48 lr: 0.001446 loss: 0.1814 (0.1881) loss_rec_all: 0.2074 (0.2140) loss_rec_sfr: 0.2691 (0.2740) loss_cl: -0.2779 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [00:19:48.597301] Epoch: [369] [2780/2904] eta: 0:01:33 lr: 0.001446 loss: 0.1737 (0.1881) loss_rec_all: 0.2004 (0.2141) loss_rec_sfr: 0.2559 (0.2740) loss_cl: -0.2796 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [00:20:03.517564] Epoch: [369] [2800/2904] eta: 0:01:18 lr: 0.001446 loss: 0.1795 (0.1881) loss_rec_all: 0.2057 (0.2141) loss_rec_sfr: 0.2634 (0.2742) loss_cl: -0.2803 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [00:20:18.437477] Epoch: [369] [2820/2904] eta: 0:01:03 lr: 0.001446 loss: 0.1776 (0.1881) loss_rec_all: 0.2038 (0.2140) loss_rec_sfr: 0.2192 (0.2740) loss_cl: -0.2791 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [00:20:33.383525] Epoch: [369] [2840/2904] eta: 0:00:48 lr: 0.001446 loss: 0.1754 (0.1880) loss_rec_all: 0.2017 (0.2140) loss_rec_sfr: 0.2579 (0.2739) loss_cl: -0.2780 (-0.2789) time: 0.7473 data: 0.0023 max mem: 29860 [00:20:48.281183] Epoch: [369] [2860/2904] eta: 0:00:33 lr: 0.001446 loss: 0.1803 (0.1881) loss_rec_all: 0.2062 (0.2141) loss_rec_sfr: 0.2611 (0.2742) loss_cl: -0.2780 (-0.2789) time: 0.7448 data: 0.0001 max mem: 29860 [00:21:03.177209] Epoch: [369] [2880/2904] eta: 0:00:18 lr: 0.001446 loss: 0.1788 (0.1881) loss_rec_all: 0.2049 (0.2141) loss_rec_sfr: 0.2605 (0.2742) loss_cl: -0.2784 (-0.2789) time: 0.7448 data: 0.0001 max mem: 29860 [00:21:18.072828] Epoch: [369] [2900/2904] eta: 0:00:03 lr: 0.001446 loss: 0.1760 (0.1881) loss_rec_all: 0.2024 (0.2141) loss_rec_sfr: 0.2539 (0.2743) loss_cl: -0.2788 (-0.2788) time: 0.7447 data: 0.0001 max mem: 29860 [00:21:20.313970] Epoch: [369] [2903/2904] eta: 0:00:00 lr: 0.001446 loss: 0.1757 (0.1881) loss_rec_all: 0.2019 (0.2141) loss_rec_sfr: 0.2539 (0.2743) loss_cl: -0.2791 (-0.2788) time: 0.7447 data: 0.0001 max mem: 29860 [00:21:22.372355] Epoch: [369] Total time: 0:36:25 (0.7526 s / it) [00:21:22.378660] Averaged stats: lr: 0.001446 loss: 0.1757 (0.1907) loss_rec_all: 0.2019 (0.2143) loss_rec_sfr: 0.2539 (0.2751) loss_cl: -0.2791 (-0.2556) [00:21:22.383338] log_dir: ./checkpoint/VF2_ViT-B [00:21:40.521026] Epoch: [370] [ 0/2904] eta: 14:37:48 lr: 0.001446 loss: 0.1766 (0.1766) loss_rec_all: 0.2026 (0.2026) loss_rec_sfr: 0.2591 (0.2591) loss_cl: -0.2778 (-0.2778) time: 18.1364 data: 14.9869 max mem: 29860 [00:21:56.537984] Epoch: [370] [ 20/2904] eta: 1:18:10 lr: 0.001446 loss: 0.1765 (0.1866) loss_rec_all: 0.2026 (0.2125) loss_rec_sfr: 0.2544 (0.2828) loss_cl: -0.2784 (-0.2785) time: 0.8008 data: 0.0356 max mem: 29860 [00:22:11.413313] Epoch: [370] [ 40/2904] eta: 0:57:04 lr: 0.001446 loss: 0.1768 (0.1866) loss_rec_all: 0.2034 (0.2125) loss_rec_sfr: 0.2598 (0.2761) loss_cl: -0.2782 (-0.2786) time: 0.7437 data: 0.0002 max mem: 29860 [00:22:26.298703] Epoch: [370] [ 60/2904] eta: 0:49:39 lr: 0.001446 loss: 0.1761 (0.1852) loss_rec_all: 0.2020 (0.2111) loss_rec_sfr: 0.2419 (0.2690) loss_cl: -0.2793 (-0.2787) time: 0.7442 data: 0.0002 max mem: 29860 [00:22:41.197004] Epoch: [370] [ 80/2904] eta: 0:45:47 lr: 0.001446 loss: 0.1777 (0.1880) loss_rec_all: 0.2041 (0.2140) loss_rec_sfr: 0.2510 (0.2769) loss_cl: -0.2798 (-0.2790) time: 0.7449 data: 0.0002 max mem: 29860 [00:22:56.124382] Epoch: [370] [ 100/2904] eta: 0:43:22 lr: 0.001446 loss: 0.1818 (0.1888) loss_rec_all: 0.2082 (0.2148) loss_rec_sfr: 0.2481 (0.2775) loss_cl: -0.2791 (-0.2790) time: 0.7463 data: 0.0003 max mem: 29860 [00:23:11.041501] Epoch: [370] [ 120/2904] eta: 0:41:39 lr: 0.001446 loss: 0.1787 (0.1882) loss_rec_all: 0.2049 (0.2142) loss_rec_sfr: 0.2524 (0.2748) loss_cl: -0.2789 (-0.2790) time: 0.7458 data: 0.0003 max mem: 29860 [00:23:25.964593] Epoch: [370] [ 140/2904] eta: 0:40:22 lr: 0.001446 loss: 0.1744 (0.1875) loss_rec_all: 0.2007 (0.2135) loss_rec_sfr: 0.2505 (0.2724) loss_cl: -0.2786 (-0.2789) time: 0.7461 data: 0.0003 max mem: 29860 [00:23:40.881726] Epoch: [370] [ 160/2904] eta: 0:39:20 lr: 0.001446 loss: 0.1777 (0.1877) loss_rec_all: 0.2040 (0.2136) loss_rec_sfr: 0.2520 (0.2729) loss_cl: -0.2788 (-0.2789) time: 0.7458 data: 0.0003 max mem: 29860 [00:23:55.818347] Epoch: [370] [ 180/2904] eta: 0:38:29 lr: 0.001446 loss: 0.1826 (0.1880) loss_rec_all: 0.2087 (0.2140) loss_rec_sfr: 0.2600 (0.2732) loss_cl: -0.2788 (-0.2789) time: 0.7468 data: 0.0002 max mem: 29860 [00:24:10.739308] Epoch: [370] [ 200/2904] eta: 0:37:44 lr: 0.001446 loss: 0.1748 (0.1876) loss_rec_all: 0.2014 (0.2136) loss_rec_sfr: 0.2245 (0.2707) loss_cl: -0.2796 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [00:24:25.678499] Epoch: [370] [ 220/2904] eta: 0:37:05 lr: 0.001446 loss: 0.1815 (0.1883) loss_rec_all: 0.2078 (0.2143) loss_rec_sfr: 0.2550 (0.2733) loss_cl: -0.2784 (-0.2789) time: 0.7469 data: 0.0002 max mem: 29860 [00:24:40.600714] Epoch: [370] [ 240/2904] eta: 0:36:30 lr: 0.001446 loss: 0.1780 (0.1881) loss_rec_all: 0.2047 (0.2141) loss_rec_sfr: 0.2480 (0.2722) loss_cl: -0.2783 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [00:24:55.549226] Epoch: [370] [ 260/2904] eta: 0:35:59 lr: 0.001446 loss: 0.1745 (0.1878) loss_rec_all: 0.2007 (0.2138) loss_rec_sfr: 0.2468 (0.2714) loss_cl: -0.2791 (-0.2789) time: 0.7474 data: 0.0003 max mem: 29860 [00:25:10.471038] Epoch: [370] [ 280/2904] eta: 0:35:29 lr: 0.001446 loss: 0.1784 (0.1879) loss_rec_all: 0.2046 (0.2139) loss_rec_sfr: 0.2552 (0.2718) loss_cl: -0.2800 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [00:25:25.397271] Epoch: [370] [ 300/2904] eta: 0:35:02 lr: 0.001446 loss: 0.1772 (0.1879) loss_rec_all: 0.2032 (0.2139) loss_rec_sfr: 0.2553 (0.2724) loss_cl: -0.2784 (-0.2789) time: 0.7463 data: 0.0004 max mem: 29860 [00:25:40.316988] Epoch: [370] [ 320/2904] eta: 0:34:36 lr: 0.001446 loss: 0.1743 (0.1879) loss_rec_all: 0.2004 (0.2139) loss_rec_sfr: 0.2475 (0.2723) loss_cl: -0.2789 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [00:25:55.237212] Epoch: [370] [ 340/2904] eta: 0:34:11 lr: 0.001446 loss: 0.1753 (0.1877) loss_rec_all: 0.2013 (0.2137) loss_rec_sfr: 0.2555 (0.2725) loss_cl: -0.2787 (-0.2789) time: 0.7460 data: 0.0003 max mem: 29860 [00:26:10.160348] Epoch: [370] [ 360/2904] eta: 0:33:47 lr: 0.001446 loss: 0.1777 (0.1877) loss_rec_all: 0.2039 (0.2137) loss_rec_sfr: 0.2588 (0.2729) loss_cl: -0.2790 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [00:26:25.076178] Epoch: [370] [ 380/2904] eta: 0:33:25 lr: 0.001446 loss: 0.1802 (0.1875) loss_rec_all: 0.2063 (0.2135) loss_rec_sfr: 0.2509 (0.2719) loss_cl: -0.2798 (-0.2790) time: 0.7457 data: 0.0002 max mem: 29860 [00:26:39.987599] Epoch: [370] [ 400/2904] eta: 0:33:03 lr: 0.001446 loss: 0.1795 (0.1874) loss_rec_all: 0.2056 (0.2134) loss_rec_sfr: 0.2563 (0.2720) loss_cl: -0.2785 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [00:26:54.909094] Epoch: [370] [ 420/2904] eta: 0:32:41 lr: 0.001446 loss: 0.1778 (0.1874) loss_rec_all: 0.2042 (0.2134) loss_rec_sfr: 0.2288 (0.2716) loss_cl: -0.2785 (-0.2789) time: 0.7460 data: 0.0003 max mem: 29860 [00:27:09.828579] Epoch: [370] [ 440/2904] eta: 0:32:21 lr: 0.001446 loss: 0.1820 (0.1876) loss_rec_all: 0.2081 (0.2136) loss_rec_sfr: 0.2546 (0.2720) loss_cl: -0.2791 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [00:27:24.737533] Epoch: [370] [ 460/2904] eta: 0:32:00 lr: 0.001445 loss: 0.1808 (0.1877) loss_rec_all: 0.2070 (0.2137) loss_rec_sfr: 0.2535 (0.2723) loss_cl: -0.2795 (-0.2789) time: 0.7454 data: 0.0003 max mem: 29860 [00:27:39.655763] Epoch: [370] [ 480/2904] eta: 0:31:41 lr: 0.001445 loss: 0.1766 (0.1876) loss_rec_all: 0.2028 (0.2136) loss_rec_sfr: 0.2535 (0.2722) loss_cl: -0.2785 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [00:27:54.576613] Epoch: [370] [ 500/2904] eta: 0:31:21 lr: 0.001445 loss: 0.1753 (0.1877) loss_rec_all: 0.2013 (0.2137) loss_rec_sfr: 0.2532 (0.2725) loss_cl: -0.2785 (-0.2789) time: 0.7460 data: 0.0003 max mem: 29860 [00:28:09.500034] Epoch: [370] [ 520/2904] eta: 0:31:02 lr: 0.001445 loss: 0.1795 (0.1876) loss_rec_all: 0.2056 (0.2136) loss_rec_sfr: 0.2587 (0.2725) loss_cl: -0.2790 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [00:28:24.427281] Epoch: [370] [ 540/2904] eta: 0:30:44 lr: 0.001445 loss: 0.1763 (0.1878) loss_rec_all: 0.2030 (0.2138) loss_rec_sfr: 0.2281 (0.2729) loss_cl: -0.2793 (-0.2789) time: 0.7463 data: 0.0003 max mem: 29860 [00:28:39.348223] Epoch: [370] [ 560/2904] eta: 0:30:25 lr: 0.001445 loss: 0.1799 (0.1879) loss_rec_all: 0.2063 (0.2139) loss_rec_sfr: 0.2572 (0.2735) loss_cl: -0.2791 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [00:28:54.277329] Epoch: [370] [ 580/2904] eta: 0:30:07 lr: 0.001445 loss: 0.1791 (0.1878) loss_rec_all: 0.2053 (0.2138) loss_rec_sfr: 0.2286 (0.2727) loss_cl: -0.2779 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [00:29:09.199009] Epoch: [370] [ 600/2904] eta: 0:29:49 lr: 0.001445 loss: 0.1783 (0.1879) loss_rec_all: 0.2046 (0.2139) loss_rec_sfr: 0.2247 (0.2728) loss_cl: -0.2787 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [00:29:24.123235] Epoch: [370] [ 620/2904] eta: 0:29:31 lr: 0.001445 loss: 0.1772 (0.1876) loss_rec_all: 0.2035 (0.2136) loss_rec_sfr: 0.2459 (0.2719) loss_cl: -0.2793 (-0.2789) time: 0.7462 data: 0.0003 max mem: 29860 [00:29:39.059849] Epoch: [370] [ 640/2904] eta: 0:29:14 lr: 0.001445 loss: 0.1745 (0.1876) loss_rec_all: 0.2006 (0.2136) loss_rec_sfr: 0.2539 (0.2718) loss_cl: -0.2790 (-0.2789) time: 0.7468 data: 0.0002 max mem: 29860 [00:29:53.989766] Epoch: [370] [ 660/2904] eta: 0:28:56 lr: 0.001445 loss: 0.1761 (0.1875) loss_rec_all: 0.2027 (0.2135) loss_rec_sfr: 0.2583 (0.2714) loss_cl: -0.2791 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [00:30:08.914800] Epoch: [370] [ 680/2904] eta: 0:28:39 lr: 0.001445 loss: 0.1777 (0.1874) loss_rec_all: 0.2037 (0.2134) loss_rec_sfr: 0.2555 (0.2711) loss_cl: -0.2785 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [00:30:23.838096] Epoch: [370] [ 700/2904] eta: 0:28:22 lr: 0.001445 loss: 0.1778 (0.1873) loss_rec_all: 0.2044 (0.2133) loss_rec_sfr: 0.2555 (0.2711) loss_cl: -0.2789 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [00:30:38.757295] Epoch: [370] [ 720/2904] eta: 0:28:05 lr: 0.001445 loss: 0.1771 (0.1873) loss_rec_all: 0.2036 (0.2133) loss_rec_sfr: 0.2500 (0.2710) loss_cl: -0.2786 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [00:30:53.681456] Epoch: [370] [ 740/2904] eta: 0:27:48 lr: 0.001445 loss: 0.1791 (0.1876) loss_rec_all: 0.2051 (0.2136) loss_rec_sfr: 0.2553 (0.2720) loss_cl: -0.2784 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [00:31:08.609509] Epoch: [370] [ 760/2904] eta: 0:27:31 lr: 0.001445 loss: 0.1753 (0.1874) loss_rec_all: 0.2016 (0.2134) loss_rec_sfr: 0.2464 (0.2712) loss_cl: -0.2795 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [00:31:23.533064] Epoch: [370] [ 780/2904] eta: 0:27:14 lr: 0.001445 loss: 0.1791 (0.1876) loss_rec_all: 0.2050 (0.2136) loss_rec_sfr: 0.2600 (0.2719) loss_cl: -0.2793 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [00:31:38.461666] Epoch: [370] [ 800/2904] eta: 0:26:58 lr: 0.001445 loss: 0.1790 (0.1875) loss_rec_all: 0.2053 (0.2135) loss_rec_sfr: 0.2516 (0.2712) loss_cl: -0.2794 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [00:31:53.384812] Epoch: [370] [ 820/2904] eta: 0:26:41 lr: 0.001445 loss: 0.1794 (0.1875) loss_rec_all: 0.2053 (0.2135) loss_rec_sfr: 0.2608 (0.2712) loss_cl: -0.2786 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [00:32:08.308027] Epoch: [370] [ 840/2904] eta: 0:26:25 lr: 0.001445 loss: 0.1734 (0.1874) loss_rec_all: 0.1996 (0.2134) loss_rec_sfr: 0.2536 (0.2710) loss_cl: -0.2776 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [00:32:23.224547] Epoch: [370] [ 860/2904] eta: 0:26:08 lr: 0.001445 loss: 0.1791 (0.1875) loss_rec_all: 0.2054 (0.2135) loss_rec_sfr: 0.2558 (0.2712) loss_cl: -0.2780 (-0.2788) time: 0.7458 data: 0.0003 max mem: 29860 [00:32:38.148988] Epoch: [370] [ 880/2904] eta: 0:25:52 lr: 0.001445 loss: 0.1797 (0.1878) loss_rec_all: 0.2058 (0.2137) loss_rec_sfr: 0.2709 (0.2723) loss_cl: -0.2797 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [00:32:53.072134] Epoch: [370] [ 900/2904] eta: 0:25:36 lr: 0.001445 loss: 0.1774 (0.1879) loss_rec_all: 0.2035 (0.2139) loss_rec_sfr: 0.2607 (0.2729) loss_cl: -0.2802 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [00:33:07.994289] Epoch: [370] [ 920/2904] eta: 0:25:19 lr: 0.001445 loss: 0.1771 (0.1878) loss_rec_all: 0.2033 (0.2138) loss_rec_sfr: 0.2504 (0.2726) loss_cl: -0.2796 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [00:33:22.917550] Epoch: [370] [ 940/2904] eta: 0:25:03 lr: 0.001445 loss: 0.1828 (0.1882) loss_rec_all: 0.2088 (0.2142) loss_rec_sfr: 0.2711 (0.2739) loss_cl: -0.2776 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [00:33:37.838117] Epoch: [370] [ 960/2904] eta: 0:24:47 lr: 0.001445 loss: 0.1774 (0.1882) loss_rec_all: 0.2040 (0.2142) loss_rec_sfr: 0.2588 (0.2742) loss_cl: -0.2786 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [00:33:52.761316] Epoch: [370] [ 980/2904] eta: 0:24:31 lr: 0.001445 loss: 0.1773 (0.1881) loss_rec_all: 0.2033 (0.2141) loss_rec_sfr: 0.2483 (0.2735) loss_cl: -0.2796 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [00:34:07.681847] Epoch: [370] [1000/2904] eta: 0:24:15 lr: 0.001445 loss: 0.1777 (0.1880) loss_rec_all: 0.2042 (0.2140) loss_rec_sfr: 0.2562 (0.2733) loss_cl: -0.2786 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [00:34:22.601652] Epoch: [370] [1020/2904] eta: 0:23:59 lr: 0.001445 loss: 0.1764 (0.1880) loss_rec_all: 0.2030 (0.2139) loss_rec_sfr: 0.2466 (0.2732) loss_cl: -0.2783 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [00:34:37.523174] Epoch: [370] [1040/2904] eta: 0:23:43 lr: 0.001445 loss: 0.1821 (0.1881) loss_rec_all: 0.2081 (0.2140) loss_rec_sfr: 0.2580 (0.2737) loss_cl: -0.2782 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [00:34:52.448544] Epoch: [370] [1060/2904] eta: 0:23:27 lr: 0.001444 loss: 0.1789 (0.1880) loss_rec_all: 0.2052 (0.2140) loss_rec_sfr: 0.2451 (0.2733) loss_cl: -0.2788 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [00:35:07.369250] Epoch: [370] [1080/2904] eta: 0:23:11 lr: 0.001444 loss: 0.1753 (0.1879) loss_rec_all: 0.2016 (0.2138) loss_rec_sfr: 0.2537 (0.2729) loss_cl: -0.2788 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [00:35:22.288425] Epoch: [370] [1100/2904] eta: 0:22:56 lr: 0.001444 loss: 0.1843 (0.1880) loss_rec_all: 0.2103 (0.2139) loss_rec_sfr: 0.2590 (0.2733) loss_cl: -0.2787 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [00:35:37.211519] Epoch: [370] [1120/2904] eta: 0:22:40 lr: 0.001444 loss: 0.1807 (0.1880) loss_rec_all: 0.2070 (0.2140) loss_rec_sfr: 0.2578 (0.2735) loss_cl: -0.2782 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [00:35:52.136431] Epoch: [370] [1140/2904] eta: 0:22:24 lr: 0.001444 loss: 0.1786 (0.1880) loss_rec_all: 0.2048 (0.2140) loss_rec_sfr: 0.2644 (0.2736) loss_cl: -0.2790 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [00:36:07.055442] Epoch: [370] [1160/2904] eta: 0:22:08 lr: 0.001444 loss: 0.1747 (0.1879) loss_rec_all: 0.2014 (0.2138) loss_rec_sfr: 0.2230 (0.2731) loss_cl: -0.2797 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [00:36:21.976137] Epoch: [370] [1180/2904] eta: 0:21:53 lr: 0.001444 loss: 0.1774 (0.1879) loss_rec_all: 0.2034 (0.2139) loss_rec_sfr: 0.2530 (0.2731) loss_cl: -0.2787 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [00:36:36.894196] Epoch: [370] [1200/2904] eta: 0:21:37 lr: 0.001444 loss: 0.1768 (0.1880) loss_rec_all: 0.2031 (0.2139) loss_rec_sfr: 0.2235 (0.2732) loss_cl: -0.2783 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [00:36:51.821991] Epoch: [370] [1220/2904] eta: 0:21:21 lr: 0.001444 loss: 0.1778 (0.1878) loss_rec_all: 0.2038 (0.2138) loss_rec_sfr: 0.2594 (0.2729) loss_cl: -0.2789 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [00:37:06.743885] Epoch: [370] [1240/2904] eta: 0:21:06 lr: 0.001444 loss: 0.1760 (0.1877) loss_rec_all: 0.2024 (0.2137) loss_rec_sfr: 0.2604 (0.2728) loss_cl: -0.2790 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [00:37:21.671169] Epoch: [370] [1260/2904] eta: 0:20:50 lr: 0.001444 loss: 0.1788 (0.1878) loss_rec_all: 0.2051 (0.2138) loss_rec_sfr: 0.2512 (0.2729) loss_cl: -0.2788 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [00:37:36.588544] Epoch: [370] [1280/2904] eta: 0:20:34 lr: 0.001444 loss: 0.1778 (0.1878) loss_rec_all: 0.2040 (0.2138) loss_rec_sfr: 0.2559 (0.2729) loss_cl: -0.2791 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [00:37:51.509767] Epoch: [370] [1300/2904] eta: 0:20:19 lr: 0.001444 loss: 0.1813 (0.1879) loss_rec_all: 0.2077 (0.2139) loss_rec_sfr: 0.2626 (0.2735) loss_cl: -0.2801 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [00:38:06.438943] Epoch: [370] [1320/2904] eta: 0:20:03 lr: 0.001444 loss: 0.1779 (0.1879) loss_rec_all: 0.2042 (0.2139) loss_rec_sfr: 0.2623 (0.2734) loss_cl: -0.2792 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [00:38:21.362053] Epoch: [370] [1340/2904] eta: 0:19:48 lr: 0.001444 loss: 0.1754 (0.1879) loss_rec_all: 0.2015 (0.2138) loss_rec_sfr: 0.2254 (0.2732) loss_cl: -0.2787 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [00:38:36.276778] Epoch: [370] [1360/2904] eta: 0:19:32 lr: 0.001444 loss: 0.1806 (0.1879) loss_rec_all: 0.2067 (0.2139) loss_rec_sfr: 0.2567 (0.2733) loss_cl: -0.2787 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [00:38:51.196448] Epoch: [370] [1380/2904] eta: 0:19:17 lr: 0.001444 loss: 0.1808 (0.1879) loss_rec_all: 0.2068 (0.2138) loss_rec_sfr: 0.2515 (0.2732) loss_cl: -0.2782 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [00:39:06.121435] Epoch: [370] [1400/2904] eta: 0:19:01 lr: 0.001444 loss: 0.1828 (0.1879) loss_rec_all: 0.2090 (0.2139) loss_rec_sfr: 0.2648 (0.2735) loss_cl: -0.2788 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [00:39:21.040431] Epoch: [370] [1420/2904] eta: 0:18:46 lr: 0.001444 loss: 0.1790 (0.1880) loss_rec_all: 0.2051 (0.2139) loss_rec_sfr: 0.2516 (0.2736) loss_cl: -0.2795 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [00:39:35.967551] Epoch: [370] [1440/2904] eta: 0:18:30 lr: 0.001444 loss: 0.1775 (0.1879) loss_rec_all: 0.2035 (0.2139) loss_rec_sfr: 0.2294 (0.2732) loss_cl: -0.2788 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [00:39:50.889494] Epoch: [370] [1460/2904] eta: 0:18:15 lr: 0.001444 loss: 0.1791 (0.1879) loss_rec_all: 0.2056 (0.2139) loss_rec_sfr: 0.2526 (0.2732) loss_cl: -0.2786 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [00:40:05.808930] Epoch: [370] [1480/2904] eta: 0:18:00 lr: 0.001444 loss: 0.1789 (0.1880) loss_rec_all: 0.2051 (0.2139) loss_rec_sfr: 0.2575 (0.2734) loss_cl: -0.2784 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [00:40:20.730789] Epoch: [370] [1500/2904] eta: 0:17:44 lr: 0.001444 loss: 0.1734 (0.1879) loss_rec_all: 0.1998 (0.2139) loss_rec_sfr: 0.2554 (0.2733) loss_cl: -0.2793 (-0.2789) time: 0.7461 data: 0.0003 max mem: 29860 [00:40:35.657063] Epoch: [370] [1520/2904] eta: 0:17:29 lr: 0.001444 loss: 0.1790 (0.1878) loss_rec_all: 0.2052 (0.2138) loss_rec_sfr: 0.2518 (0.2731) loss_cl: -0.2793 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [00:40:50.587114] Epoch: [370] [1540/2904] eta: 0:17:13 lr: 0.001444 loss: 0.1809 (0.1879) loss_rec_all: 0.2069 (0.2139) loss_rec_sfr: 0.2627 (0.2735) loss_cl: -0.2791 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [00:41:05.514139] Epoch: [370] [1560/2904] eta: 0:16:58 lr: 0.001444 loss: 0.1848 (0.1881) loss_rec_all: 0.2109 (0.2140) loss_rec_sfr: 0.2536 (0.2740) loss_cl: -0.2788 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [00:41:20.434231] Epoch: [370] [1580/2904] eta: 0:16:43 lr: 0.001444 loss: 0.1775 (0.1880) loss_rec_all: 0.2034 (0.2140) loss_rec_sfr: 0.2529 (0.2737) loss_cl: -0.2783 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [00:41:35.358561] Epoch: [370] [1600/2904] eta: 0:16:27 lr: 0.001444 loss: 0.1759 (0.1879) loss_rec_all: 0.2022 (0.2139) loss_rec_sfr: 0.2577 (0.2735) loss_cl: -0.2792 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [00:41:50.280152] Epoch: [370] [1620/2904] eta: 0:16:12 lr: 0.001444 loss: 0.1797 (0.1880) loss_rec_all: 0.2059 (0.2140) loss_rec_sfr: 0.2563 (0.2736) loss_cl: -0.2790 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [00:42:05.200740] Epoch: [370] [1640/2904] eta: 0:15:57 lr: 0.001444 loss: 0.1782 (0.1880) loss_rec_all: 0.2044 (0.2140) loss_rec_sfr: 0.2582 (0.2738) loss_cl: -0.2789 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [00:42:20.121873] Epoch: [370] [1660/2904] eta: 0:15:41 lr: 0.001443 loss: 0.1761 (0.1881) loss_rec_all: 0.2027 (0.2140) loss_rec_sfr: 0.2562 (0.2739) loss_cl: -0.2796 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [00:42:35.043736] Epoch: [370] [1680/2904] eta: 0:15:26 lr: 0.001443 loss: 0.1748 (0.1880) loss_rec_all: 0.2015 (0.2140) loss_rec_sfr: 0.2606 (0.2737) loss_cl: -0.2792 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [00:42:49.965371] Epoch: [370] [1700/2904] eta: 0:15:11 lr: 0.001443 loss: 0.1778 (0.1879) loss_rec_all: 0.2038 (0.2139) loss_rec_sfr: 0.2574 (0.2737) loss_cl: -0.2787 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [00:43:04.884750] Epoch: [370] [1720/2904] eta: 0:14:56 lr: 0.001443 loss: 0.1751 (0.1879) loss_rec_all: 0.2012 (0.2138) loss_rec_sfr: 0.2249 (0.2734) loss_cl: -0.2789 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [00:43:19.809924] Epoch: [370] [1740/2904] eta: 0:14:40 lr: 0.001443 loss: 0.1791 (0.1878) loss_rec_all: 0.2055 (0.2138) loss_rec_sfr: 0.2569 (0.2734) loss_cl: -0.2793 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [00:43:34.731329] Epoch: [370] [1760/2904] eta: 0:14:25 lr: 0.001443 loss: 0.1793 (0.1878) loss_rec_all: 0.2057 (0.2138) loss_rec_sfr: 0.2326 (0.2733) loss_cl: -0.2796 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [00:43:49.649899] Epoch: [370] [1780/2904] eta: 0:14:10 lr: 0.001443 loss: 0.1822 (0.1879) loss_rec_all: 0.2085 (0.2138) loss_rec_sfr: 0.2560 (0.2734) loss_cl: -0.2788 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [00:44:04.566105] Epoch: [370] [1800/2904] eta: 0:13:54 lr: 0.001443 loss: 0.1820 (0.1880) loss_rec_all: 0.2084 (0.2140) loss_rec_sfr: 0.2582 (0.2741) loss_cl: -0.2789 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [00:44:19.636869] Epoch: [370] [1820/2904] eta: 0:13:39 lr: 0.001443 loss: 0.1786 (0.1880) loss_rec_all: 0.2046 (0.2140) loss_rec_sfr: 0.2575 (0.2741) loss_cl: -0.2791 (-0.2789) time: 0.7535 data: 0.0002 max mem: 29860 [00:44:34.560286] Epoch: [370] [1840/2904] eta: 0:13:24 lr: 0.001443 loss: 0.1820 (0.1881) loss_rec_all: 0.2081 (0.2141) loss_rec_sfr: 0.2621 (0.2744) loss_cl: -0.2789 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [00:44:49.479256] Epoch: [370] [1860/2904] eta: 0:13:09 lr: 0.001443 loss: 0.1782 (0.1881) loss_rec_all: 0.2045 (0.2140) loss_rec_sfr: 0.2432 (0.2742) loss_cl: -0.2788 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [00:45:04.381784] Epoch: [370] [1880/2904] eta: 0:12:54 lr: 0.001443 loss: 0.1752 (0.1880) loss_rec_all: 0.2016 (0.2140) loss_rec_sfr: 0.2517 (0.2739) loss_cl: -0.2788 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [00:45:19.302600] Epoch: [370] [1900/2904] eta: 0:12:38 lr: 0.001443 loss: 0.1798 (0.1880) loss_rec_all: 0.2060 (0.2140) loss_rec_sfr: 0.2601 (0.2739) loss_cl: -0.2790 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [00:45:34.224793] Epoch: [370] [1920/2904] eta: 0:12:23 lr: 0.001443 loss: 0.1813 (0.1880) loss_rec_all: 0.2071 (0.2140) loss_rec_sfr: 0.2571 (0.2740) loss_cl: -0.2792 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [00:45:49.151400] Epoch: [370] [1940/2904] eta: 0:12:08 lr: 0.001443 loss: 0.1782 (0.1880) loss_rec_all: 0.2048 (0.2140) loss_rec_sfr: 0.2504 (0.2740) loss_cl: -0.2792 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [00:46:04.075412] Epoch: [370] [1960/2904] eta: 0:11:53 lr: 0.001443 loss: 0.1788 (0.1880) loss_rec_all: 0.2048 (0.2140) loss_rec_sfr: 0.2201 (0.2740) loss_cl: -0.2793 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [00:46:18.992412] Epoch: [370] [1980/2904] eta: 0:11:38 lr: 0.001443 loss: 0.1817 (0.1880) loss_rec_all: 0.2078 (0.2140) loss_rec_sfr: 0.2615 (0.2740) loss_cl: -0.2786 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [00:46:33.904981] Epoch: [370] [2000/2904] eta: 0:11:22 lr: 0.001443 loss: 0.1776 (0.1880) loss_rec_all: 0.2038 (0.2140) loss_rec_sfr: 0.2434 (0.2740) loss_cl: -0.2786 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [00:46:48.834468] Epoch: [370] [2020/2904] eta: 0:11:07 lr: 0.001443 loss: 0.1792 (0.1880) loss_rec_all: 0.2054 (0.2139) loss_rec_sfr: 0.2518 (0.2738) loss_cl: -0.2784 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [00:47:03.762223] Epoch: [370] [2040/2904] eta: 0:10:52 lr: 0.001443 loss: 0.1762 (0.1879) loss_rec_all: 0.2029 (0.2138) loss_rec_sfr: 0.2208 (0.2734) loss_cl: -0.2794 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [00:47:18.693126] Epoch: [370] [2060/2904] eta: 0:10:37 lr: 0.001443 loss: 0.1833 (0.1879) loss_rec_all: 0.2094 (0.2139) loss_rec_sfr: 0.2626 (0.2737) loss_cl: -0.2795 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [00:47:33.620046] Epoch: [370] [2080/2904] eta: 0:10:22 lr: 0.001443 loss: 0.1791 (0.1880) loss_rec_all: 0.2052 (0.2139) loss_rec_sfr: 0.2589 (0.2738) loss_cl: -0.2792 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [00:47:48.552195] Epoch: [370] [2100/2904] eta: 0:10:06 lr: 0.001443 loss: 0.1810 (0.1880) loss_rec_all: 0.2070 (0.2140) loss_rec_sfr: 0.2628 (0.2738) loss_cl: -0.2787 (-0.2789) time: 0.7466 data: 0.0002 max mem: 29860 [00:48:03.479384] Epoch: [370] [2120/2904] eta: 0:09:51 lr: 0.001443 loss: 0.1744 (0.1879) loss_rec_all: 0.2003 (0.2139) loss_rec_sfr: 0.2529 (0.2735) loss_cl: -0.2783 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [00:48:18.408467] Epoch: [370] [2140/2904] eta: 0:09:36 lr: 0.001443 loss: 0.1778 (0.1879) loss_rec_all: 0.2038 (0.2139) loss_rec_sfr: 0.2521 (0.2735) loss_cl: -0.2792 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [00:48:33.337370] Epoch: [370] [2160/2904] eta: 0:09:21 lr: 0.001443 loss: 0.1785 (0.1879) loss_rec_all: 0.2050 (0.2139) loss_rec_sfr: 0.2550 (0.2736) loss_cl: -0.2785 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [00:48:48.264906] Epoch: [370] [2180/2904] eta: 0:09:06 lr: 0.001443 loss: 0.1718 (0.1879) loss_rec_all: 0.1981 (0.2138) loss_rec_sfr: 0.2534 (0.2733) loss_cl: -0.2793 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [00:49:03.192665] Epoch: [370] [2200/2904] eta: 0:08:51 lr: 0.001443 loss: 0.1802 (0.1879) loss_rec_all: 0.2065 (0.2139) loss_rec_sfr: 0.2549 (0.2734) loss_cl: -0.2789 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [00:49:18.124198] Epoch: [370] [2220/2904] eta: 0:08:36 lr: 0.001443 loss: 0.1775 (0.1878) loss_rec_all: 0.2039 (0.2138) loss_rec_sfr: 0.2524 (0.2732) loss_cl: -0.2792 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [00:49:33.056267] Epoch: [370] [2240/2904] eta: 0:08:20 lr: 0.001443 loss: 0.1793 (0.1878) loss_rec_all: 0.2057 (0.2138) loss_rec_sfr: 0.2500 (0.2731) loss_cl: -0.2787 (-0.2789) time: 0.7466 data: 0.0002 max mem: 29860 [00:49:47.982205] Epoch: [370] [2260/2904] eta: 0:08:05 lr: 0.001442 loss: 0.1755 (0.1877) loss_rec_all: 0.2017 (0.2137) loss_rec_sfr: 0.2606 (0.2730) loss_cl: -0.2798 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [00:50:02.903652] Epoch: [370] [2280/2904] eta: 0:07:50 lr: 0.001442 loss: 0.1789 (0.1877) loss_rec_all: 0.2055 (0.2137) loss_rec_sfr: 0.2530 (0.2729) loss_cl: -0.2793 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [00:50:17.828971] Epoch: [370] [2300/2904] eta: 0:07:35 lr: 0.001442 loss: 0.1778 (0.1878) loss_rec_all: 0.2041 (0.2137) loss_rec_sfr: 0.2564 (0.2729) loss_cl: -0.2792 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [00:50:32.753618] Epoch: [370] [2320/2904] eta: 0:07:20 lr: 0.001442 loss: 0.1760 (0.1878) loss_rec_all: 0.2020 (0.2138) loss_rec_sfr: 0.2534 (0.2730) loss_cl: -0.2783 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [00:50:47.679138] Epoch: [370] [2340/2904] eta: 0:07:05 lr: 0.001442 loss: 0.1791 (0.1878) loss_rec_all: 0.2051 (0.2137) loss_rec_sfr: 0.2552 (0.2729) loss_cl: -0.2784 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [00:51:02.610732] Epoch: [370] [2360/2904] eta: 0:06:50 lr: 0.001442 loss: 0.1775 (0.1877) loss_rec_all: 0.2041 (0.2137) loss_rec_sfr: 0.2461 (0.2726) loss_cl: -0.2792 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [00:51:17.542994] Epoch: [370] [2380/2904] eta: 0:06:35 lr: 0.001442 loss: 0.1760 (0.1877) loss_rec_all: 0.2021 (0.2137) loss_rec_sfr: 0.2549 (0.2727) loss_cl: -0.2798 (-0.2789) time: 0.7466 data: 0.0002 max mem: 29860 [00:51:32.472435] Epoch: [370] [2400/2904] eta: 0:06:19 lr: 0.001442 loss: 0.1775 (0.1877) loss_rec_all: 0.2037 (0.2137) loss_rec_sfr: 0.2434 (0.2726) loss_cl: -0.2790 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [00:51:47.405484] Epoch: [370] [2420/2904] eta: 0:06:04 lr: 0.001442 loss: 0.1778 (0.1877) loss_rec_all: 0.2043 (0.2136) loss_rec_sfr: 0.2500 (0.2726) loss_cl: -0.2795 (-0.2789) time: 0.7466 data: 0.0002 max mem: 29860 [00:52:02.335764] Epoch: [370] [2440/2904] eta: 0:05:49 lr: 0.001442 loss: 0.1758 (0.1876) loss_rec_all: 0.2024 (0.2136) loss_rec_sfr: 0.2602 (0.2723) loss_cl: -0.2800 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [00:52:17.263039] Epoch: [370] [2460/2904] eta: 0:05:34 lr: 0.001442 loss: 0.1828 (0.1877) loss_rec_all: 0.2092 (0.2136) loss_rec_sfr: 0.2538 (0.2725) loss_cl: -0.2795 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [00:52:32.191600] Epoch: [370] [2480/2904] eta: 0:05:19 lr: 0.001442 loss: 0.1740 (0.1876) loss_rec_all: 0.2005 (0.2136) loss_rec_sfr: 0.2511 (0.2724) loss_cl: -0.2787 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [00:52:47.113764] Epoch: [370] [2500/2904] eta: 0:05:04 lr: 0.001442 loss: 0.1752 (0.1876) loss_rec_all: 0.2011 (0.2136) loss_rec_sfr: 0.2041 (0.2722) loss_cl: -0.2799 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [00:53:02.040557] Epoch: [370] [2520/2904] eta: 0:04:49 lr: 0.001442 loss: 0.1759 (0.1875) loss_rec_all: 0.2023 (0.2135) loss_rec_sfr: 0.2463 (0.2721) loss_cl: -0.2795 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [00:53:16.967949] Epoch: [370] [2540/2904] eta: 0:04:34 lr: 0.001442 loss: 0.1756 (0.1875) loss_rec_all: 0.2021 (0.2135) loss_rec_sfr: 0.2284 (0.2719) loss_cl: -0.2791 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [00:53:31.893477] Epoch: [370] [2560/2904] eta: 0:04:19 lr: 0.001442 loss: 0.1804 (0.1875) loss_rec_all: 0.2063 (0.2135) loss_rec_sfr: 0.2636 (0.2720) loss_cl: -0.2784 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [00:53:46.818948] Epoch: [370] [2580/2904] eta: 0:04:04 lr: 0.001442 loss: 0.1769 (0.1875) loss_rec_all: 0.2032 (0.2134) loss_rec_sfr: 0.2557 (0.2720) loss_cl: -0.2792 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [00:54:01.752438] Epoch: [370] [2600/2904] eta: 0:03:48 lr: 0.001442 loss: 0.1841 (0.1875) loss_rec_all: 0.2101 (0.2135) loss_rec_sfr: 0.2554 (0.2722) loss_cl: -0.2793 (-0.2789) time: 0.7466 data: 0.0002 max mem: 29860 [00:54:16.681462] Epoch: [370] [2620/2904] eta: 0:03:33 lr: 0.001442 loss: 0.1763 (0.1875) loss_rec_all: 0.2027 (0.2135) loss_rec_sfr: 0.2533 (0.2722) loss_cl: -0.2797 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [00:54:31.613749] Epoch: [370] [2640/2904] eta: 0:03:18 lr: 0.001442 loss: 0.1854 (0.1876) loss_rec_all: 0.2113 (0.2136) loss_rec_sfr: 0.2609 (0.2723) loss_cl: -0.2782 (-0.2789) time: 0.7466 data: 0.0002 max mem: 29860 [00:54:46.546409] Epoch: [370] [2660/2904] eta: 0:03:03 lr: 0.001442 loss: 0.1751 (0.1876) loss_rec_all: 0.2009 (0.2136) loss_rec_sfr: 0.2091 (0.2723) loss_cl: -0.2781 (-0.2789) time: 0.7466 data: 0.0002 max mem: 29860 [00:55:01.474736] Epoch: [370] [2680/2904] eta: 0:02:48 lr: 0.001442 loss: 0.1808 (0.1876) loss_rec_all: 0.2070 (0.2136) loss_rec_sfr: 0.2651 (0.2725) loss_cl: -0.2790 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [00:55:16.407030] Epoch: [370] [2700/2904] eta: 0:02:33 lr: 0.001442 loss: 0.1798 (0.1876) loss_rec_all: 0.2060 (0.2136) loss_rec_sfr: 0.2512 (0.2724) loss_cl: -0.2792 (-0.2789) time: 0.7466 data: 0.0002 max mem: 29860 [00:55:31.332567] Epoch: [370] [2720/2904] eta: 0:02:18 lr: 0.001442 loss: 0.1775 (0.1876) loss_rec_all: 0.2037 (0.2136) loss_rec_sfr: 0.2510 (0.2724) loss_cl: -0.2792 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [00:55:46.256973] Epoch: [370] [2740/2904] eta: 0:02:03 lr: 0.001442 loss: 0.1748 (0.1876) loss_rec_all: 0.2012 (0.2135) loss_rec_sfr: 0.2445 (0.2723) loss_cl: -0.2790 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [00:56:01.181619] Epoch: [370] [2760/2904] eta: 0:01:48 lr: 0.001442 loss: 0.1762 (0.1876) loss_rec_all: 0.2027 (0.2136) loss_rec_sfr: 0.2604 (0.2724) loss_cl: -0.2789 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [00:56:16.099542] Epoch: [370] [2780/2904] eta: 0:01:33 lr: 0.001442 loss: 0.1787 (0.1876) loss_rec_all: 0.2054 (0.2136) loss_rec_sfr: 0.2565 (0.2725) loss_cl: -0.2787 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [00:56:31.026681] Epoch: [370] [2800/2904] eta: 0:01:18 lr: 0.001442 loss: 0.1757 (0.1876) loss_rec_all: 0.2020 (0.2136) loss_rec_sfr: 0.2573 (0.2724) loss_cl: -0.2787 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [00:56:45.946540] Epoch: [370] [2820/2904] eta: 0:01:03 lr: 0.001442 loss: 0.1751 (0.1875) loss_rec_all: 0.2011 (0.2135) loss_rec_sfr: 0.2496 (0.2723) loss_cl: -0.2789 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [00:57:00.906854] Epoch: [370] [2840/2904] eta: 0:00:48 lr: 0.001442 loss: 0.1803 (0.1876) loss_rec_all: 0.2062 (0.2136) loss_rec_sfr: 0.2629 (0.2724) loss_cl: -0.2795 (-0.2789) time: 0.7480 data: 0.0023 max mem: 29860 [00:57:15.819501] Epoch: [370] [2860/2904] eta: 0:00:33 lr: 0.001441 loss: 0.1779 (0.1876) loss_rec_all: 0.2040 (0.2136) loss_rec_sfr: 0.2541 (0.2724) loss_cl: -0.2797 (-0.2789) time: 0.7456 data: 0.0001 max mem: 29860 [00:57:30.725492] Epoch: [370] [2880/2904] eta: 0:00:18 lr: 0.001441 loss: 0.1813 (0.1876) loss_rec_all: 0.2074 (0.2136) loss_rec_sfr: 0.2574 (0.2725) loss_cl: -0.2783 (-0.2789) time: 0.7453 data: 0.0001 max mem: 29860 [00:57:45.632411] Epoch: [370] [2900/2904] eta: 0:00:03 lr: 0.001441 loss: 0.1785 (0.1876) loss_rec_all: 0.2044 (0.2136) loss_rec_sfr: 0.2570 (0.2724) loss_cl: -0.2782 (-0.2789) time: 0.7453 data: 0.0001 max mem: 29860 [00:57:47.875672] Epoch: [370] [2903/2904] eta: 0:00:00 lr: 0.001441 loss: 0.1763 (0.1876) loss_rec_all: 0.2023 (0.2135) loss_rec_sfr: 0.2537 (0.2724) loss_cl: -0.2781 (-0.2789) time: 0.7454 data: 0.0001 max mem: 29860 [00:57:49.906696] Epoch: [370] Total time: 0:36:27 (0.7533 s / it) [00:57:49.908734] Averaged stats: lr: 0.001441 loss: 0.1763 (0.1900) loss_rec_all: 0.2023 (0.2137) loss_rec_sfr: 0.2537 (0.2734) loss_cl: -0.2781 (-0.2557) [00:57:49.913414] log_dir: ./checkpoint/VF2_ViT-B [00:58:06.646176] Epoch: [371] [ 0/2904] eta: 13:29:49 lr: 0.001441 loss: 0.2372 (0.2372) loss_rec_all: 0.2619 (0.2619) loss_rec_sfr: 0.4627 (0.4627) loss_cl: -0.2788 (-0.2788) time: 16.7321 data: 14.7462 max mem: 29860 [00:58:21.992442] Epoch: [371] [ 20/2904] eta: 1:13:25 lr: 0.001441 loss: 0.1732 (0.1823) loss_rec_all: 0.1990 (0.2083) loss_rec_sfr: 0.2560 (0.2681) loss_cl: -0.2786 (-0.2788) time: 0.7673 data: 0.0002 max mem: 29860 [00:58:36.867785] Epoch: [371] [ 40/2904] eta: 0:54:39 lr: 0.001441 loss: 0.1809 (0.1858) loss_rec_all: 0.2070 (0.2118) loss_rec_sfr: 0.2559 (0.2727) loss_cl: -0.2791 (-0.2790) time: 0.7437 data: 0.0002 max mem: 29860 [00:58:51.749389] Epoch: [371] [ 60/2904] eta: 0:48:02 lr: 0.001441 loss: 0.1798 (0.1853) loss_rec_all: 0.2059 (0.2113) loss_rec_sfr: 0.2547 (0.2700) loss_cl: -0.2792 (-0.2790) time: 0.7440 data: 0.0002 max mem: 29860 [00:59:06.659075] Epoch: [371] [ 80/2904] eta: 0:44:35 lr: 0.001441 loss: 0.1786 (0.1853) loss_rec_all: 0.2049 (0.2113) loss_rec_sfr: 0.2205 (0.2641) loss_cl: -0.2792 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [00:59:21.580294] Epoch: [371] [ 100/2904] eta: 0:42:24 lr: 0.001441 loss: 0.1772 (0.1851) loss_rec_all: 0.2034 (0.2112) loss_rec_sfr: 0.2213 (0.2627) loss_cl: -0.2788 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [00:59:36.502758] Epoch: [371] [ 120/2904] eta: 0:40:52 lr: 0.001441 loss: 0.1792 (0.1866) loss_rec_all: 0.2052 (0.2126) loss_rec_sfr: 0.2513 (0.2673) loss_cl: -0.2788 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [00:59:51.414659] Epoch: [371] [ 140/2904] eta: 0:39:41 lr: 0.001441 loss: 0.1746 (0.1878) loss_rec_all: 0.2007 (0.2138) loss_rec_sfr: 0.2601 (0.2725) loss_cl: -0.2794 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [01:00:06.323392] Epoch: [371] [ 160/2904] eta: 0:38:44 lr: 0.001441 loss: 0.1760 (0.1869) loss_rec_all: 0.2021 (0.2129) loss_rec_sfr: 0.2534 (0.2703) loss_cl: -0.2795 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [01:00:21.258288] Epoch: [371] [ 180/2904] eta: 0:37:57 lr: 0.001441 loss: 0.1752 (0.1864) loss_rec_all: 0.2013 (0.2124) loss_rec_sfr: 0.2595 (0.2702) loss_cl: -0.2787 (-0.2789) time: 0.7467 data: 0.0002 max mem: 29860 [01:00:36.173749] Epoch: [371] [ 200/2904] eta: 0:37:16 lr: 0.001441 loss: 0.1759 (0.1868) loss_rec_all: 0.2022 (0.2128) loss_rec_sfr: 0.2448 (0.2721) loss_cl: -0.2785 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [01:00:51.106783] Epoch: [371] [ 220/2904] eta: 0:36:40 lr: 0.001441 loss: 0.1782 (0.1867) loss_rec_all: 0.2044 (0.2126) loss_rec_sfr: 0.2585 (0.2714) loss_cl: -0.2796 (-0.2789) time: 0.7466 data: 0.0002 max mem: 29860 [01:01:06.018896] Epoch: [371] [ 240/2904] eta: 0:36:07 lr: 0.001441 loss: 0.1779 (0.1861) loss_rec_all: 0.2040 (0.2121) loss_rec_sfr: 0.2513 (0.2698) loss_cl: -0.2797 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [01:01:21.089871] Epoch: [371] [ 260/2904] eta: 0:35:39 lr: 0.001441 loss: 0.1777 (0.1861) loss_rec_all: 0.2040 (0.2121) loss_rec_sfr: 0.2632 (0.2707) loss_cl: -0.2791 (-0.2789) time: 0.7535 data: 0.0002 max mem: 29860 [01:01:36.007809] Epoch: [371] [ 280/2904] eta: 0:35:11 lr: 0.001441 loss: 0.1787 (0.1866) loss_rec_all: 0.2047 (0.2126) loss_rec_sfr: 0.2662 (0.2730) loss_cl: -0.2785 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [01:01:50.940702] Epoch: [371] [ 300/2904] eta: 0:34:45 lr: 0.001441 loss: 0.1770 (0.1864) loss_rec_all: 0.2029 (0.2123) loss_rec_sfr: 0.2587 (0.2728) loss_cl: -0.2779 (-0.2789) time: 0.7466 data: 0.0002 max mem: 29860 [01:02:05.851647] Epoch: [371] [ 320/2904] eta: 0:34:20 lr: 0.001441 loss: 0.1763 (0.1858) loss_rec_all: 0.2026 (0.2118) loss_rec_sfr: 0.2488 (0.2705) loss_cl: -0.2797 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [01:02:20.765877] Epoch: [371] [ 340/2904] eta: 0:33:56 lr: 0.001441 loss: 0.1812 (0.1863) loss_rec_all: 0.2072 (0.2123) loss_rec_sfr: 0.2513 (0.2720) loss_cl: -0.2798 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [01:02:35.676751] Epoch: [371] [ 360/2904] eta: 0:33:33 lr: 0.001441 loss: 0.1783 (0.1865) loss_rec_all: 0.2046 (0.2125) loss_rec_sfr: 0.2537 (0.2723) loss_cl: -0.2797 (-0.2790) time: 0.7455 data: 0.0002 max mem: 29860 [01:02:50.591666] Epoch: [371] [ 380/2904] eta: 0:33:11 lr: 0.001441 loss: 0.1833 (0.1868) loss_rec_all: 0.2093 (0.2128) loss_rec_sfr: 0.2546 (0.2730) loss_cl: -0.2783 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [01:03:05.504982] Epoch: [371] [ 400/2904] eta: 0:32:50 lr: 0.001441 loss: 0.1799 (0.1868) loss_rec_all: 0.2060 (0.2127) loss_rec_sfr: 0.2485 (0.2723) loss_cl: -0.2786 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [01:03:20.418226] Epoch: [371] [ 420/2904] eta: 0:32:29 lr: 0.001441 loss: 0.1840 (0.1871) loss_rec_all: 0.2101 (0.2131) loss_rec_sfr: 0.2553 (0.2732) loss_cl: -0.2788 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [01:03:35.329573] Epoch: [371] [ 440/2904] eta: 0:32:09 lr: 0.001441 loss: 0.1749 (0.1870) loss_rec_all: 0.2012 (0.2130) loss_rec_sfr: 0.2238 (0.2726) loss_cl: -0.2788 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [01:03:50.239036] Epoch: [371] [ 460/2904] eta: 0:31:50 lr: 0.001441 loss: 0.1745 (0.1869) loss_rec_all: 0.2005 (0.2129) loss_rec_sfr: 0.2533 (0.2724) loss_cl: -0.2799 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [01:04:05.158848] Epoch: [371] [ 480/2904] eta: 0:31:30 lr: 0.001441 loss: 0.1770 (0.1870) loss_rec_all: 0.2033 (0.2130) loss_rec_sfr: 0.2532 (0.2729) loss_cl: -0.2796 (-0.2790) time: 0.7459 data: 0.0002 max mem: 29860 [01:04:20.074540] Epoch: [371] [ 500/2904] eta: 0:31:12 lr: 0.001441 loss: 0.1778 (0.1868) loss_rec_all: 0.2039 (0.2128) loss_rec_sfr: 0.2569 (0.2722) loss_cl: -0.2784 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [01:04:34.982137] Epoch: [371] [ 520/2904] eta: 0:30:53 lr: 0.001441 loss: 0.1754 (0.1871) loss_rec_all: 0.2021 (0.2131) loss_rec_sfr: 0.2500 (0.2727) loss_cl: -0.2786 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [01:04:49.891888] Epoch: [371] [ 540/2904] eta: 0:30:35 lr: 0.001440 loss: 0.1763 (0.1870) loss_rec_all: 0.2026 (0.2130) loss_rec_sfr: 0.2530 (0.2720) loss_cl: -0.2794 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [01:05:04.808440] Epoch: [371] [ 560/2904] eta: 0:30:17 lr: 0.001440 loss: 0.1783 (0.1868) loss_rec_all: 0.2049 (0.2128) loss_rec_sfr: 0.2533 (0.2712) loss_cl: -0.2802 (-0.2790) time: 0.7458 data: 0.0002 max mem: 29860 [01:05:19.724626] Epoch: [371] [ 580/2904] eta: 0:29:59 lr: 0.001440 loss: 0.1764 (0.1868) loss_rec_all: 0.2036 (0.2128) loss_rec_sfr: 0.2306 (0.2709) loss_cl: -0.2819 (-0.2790) time: 0.7458 data: 0.0002 max mem: 29860 [01:05:34.634295] Epoch: [371] [ 600/2904] eta: 0:29:41 lr: 0.001440 loss: 0.1774 (0.1869) loss_rec_all: 0.2035 (0.2129) loss_rec_sfr: 0.2590 (0.2711) loss_cl: -0.2770 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [01:05:49.542518] Epoch: [371] [ 620/2904] eta: 0:29:23 lr: 0.001440 loss: 0.1756 (0.1868) loss_rec_all: 0.2023 (0.2128) loss_rec_sfr: 0.2628 (0.2711) loss_cl: -0.2814 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [01:06:04.455227] Epoch: [371] [ 640/2904] eta: 0:29:06 lr: 0.001440 loss: 0.1773 (0.1870) loss_rec_all: 0.2035 (0.2129) loss_rec_sfr: 0.2568 (0.2718) loss_cl: -0.2793 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [01:06:19.371883] Epoch: [371] [ 660/2904] eta: 0:28:49 lr: 0.001440 loss: 0.1765 (0.1868) loss_rec_all: 0.2031 (0.2128) loss_rec_sfr: 0.2493 (0.2710) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [01:06:34.283028] Epoch: [371] [ 680/2904] eta: 0:28:32 lr: 0.001440 loss: 0.1786 (0.1868) loss_rec_all: 0.2053 (0.2128) loss_rec_sfr: 0.2590 (0.2710) loss_cl: -0.2817 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [01:06:49.202021] Epoch: [371] [ 700/2904] eta: 0:28:15 lr: 0.001440 loss: 0.1757 (0.1865) loss_rec_all: 0.2026 (0.2125) loss_rec_sfr: 0.2195 (0.2699) loss_cl: -0.2811 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [01:07:04.117168] Epoch: [371] [ 720/2904] eta: 0:27:58 lr: 0.001440 loss: 0.1769 (0.1866) loss_rec_all: 0.2036 (0.2126) loss_rec_sfr: 0.2428 (0.2698) loss_cl: -0.2794 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [01:07:19.027444] Epoch: [371] [ 740/2904] eta: 0:27:41 lr: 0.001440 loss: 0.1813 (0.1868) loss_rec_all: 0.2075 (0.2128) loss_rec_sfr: 0.2585 (0.2704) loss_cl: -0.2799 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [01:07:33.941143] Epoch: [371] [ 760/2904] eta: 0:27:25 lr: 0.001440 loss: 0.1792 (0.1869) loss_rec_all: 0.2055 (0.2129) loss_rec_sfr: 0.2549 (0.2706) loss_cl: -0.2801 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [01:07:48.851501] Epoch: [371] [ 780/2904] eta: 0:27:08 lr: 0.001440 loss: 0.1824 (0.1869) loss_rec_all: 0.2084 (0.2129) loss_rec_sfr: 0.2525 (0.2705) loss_cl: -0.2791 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [01:08:03.759810] Epoch: [371] [ 800/2904] eta: 0:26:52 lr: 0.001440 loss: 0.1768 (0.1868) loss_rec_all: 0.2035 (0.2128) loss_rec_sfr: 0.2511 (0.2703) loss_cl: -0.2793 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [01:08:18.674676] Epoch: [371] [ 820/2904] eta: 0:26:35 lr: 0.001440 loss: 0.1786 (0.1869) loss_rec_all: 0.2052 (0.2129) loss_rec_sfr: 0.2504 (0.2705) loss_cl: -0.2810 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [01:08:33.590616] Epoch: [371] [ 840/2904] eta: 0:26:19 lr: 0.001440 loss: 0.1879 (0.1871) loss_rec_all: 0.2140 (0.2131) loss_rec_sfr: 0.2548 (0.2710) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [01:08:48.500917] Epoch: [371] [ 860/2904] eta: 0:26:03 lr: 0.001440 loss: 0.1739 (0.1869) loss_rec_all: 0.2003 (0.2129) loss_rec_sfr: 0.2190 (0.2700) loss_cl: -0.2793 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [01:09:03.413308] Epoch: [371] [ 880/2904] eta: 0:25:47 lr: 0.001440 loss: 0.1757 (0.1867) loss_rec_all: 0.2019 (0.2127) loss_rec_sfr: 0.2331 (0.2693) loss_cl: -0.2790 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [01:09:18.328980] Epoch: [371] [ 900/2904] eta: 0:25:31 lr: 0.001440 loss: 0.1757 (0.1866) loss_rec_all: 0.2022 (0.2126) loss_rec_sfr: 0.2507 (0.2690) loss_cl: -0.2792 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [01:09:33.249622] Epoch: [371] [ 920/2904] eta: 0:25:15 lr: 0.001440 loss: 0.1766 (0.1866) loss_rec_all: 0.2030 (0.2126) loss_rec_sfr: 0.2533 (0.2689) loss_cl: -0.2795 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [01:09:48.176592] Epoch: [371] [ 940/2904] eta: 0:24:59 lr: 0.001440 loss: 0.1860 (0.1869) loss_rec_all: 0.2121 (0.2129) loss_rec_sfr: 0.2641 (0.2699) loss_cl: -0.2784 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [01:10:03.092118] Epoch: [371] [ 960/2904] eta: 0:24:43 lr: 0.001440 loss: 0.1770 (0.1869) loss_rec_all: 0.2029 (0.2129) loss_rec_sfr: 0.2495 (0.2700) loss_cl: -0.2782 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [01:10:18.010070] Epoch: [371] [ 980/2904] eta: 0:24:27 lr: 0.001440 loss: 0.1770 (0.1869) loss_rec_all: 0.2035 (0.2129) loss_rec_sfr: 0.2603 (0.2702) loss_cl: -0.2795 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [01:10:32.921894] Epoch: [371] [1000/2904] eta: 0:24:11 lr: 0.001440 loss: 0.1753 (0.1868) loss_rec_all: 0.2020 (0.2128) loss_rec_sfr: 0.2507 (0.2699) loss_cl: -0.2792 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [01:10:47.834534] Epoch: [371] [1020/2904] eta: 0:23:55 lr: 0.001440 loss: 0.1769 (0.1868) loss_rec_all: 0.2027 (0.2128) loss_rec_sfr: 0.2586 (0.2698) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [01:11:02.749847] Epoch: [371] [1040/2904] eta: 0:23:39 lr: 0.001440 loss: 0.1777 (0.1867) loss_rec_all: 0.2042 (0.2127) loss_rec_sfr: 0.2469 (0.2695) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [01:11:17.668638] Epoch: [371] [1060/2904] eta: 0:23:23 lr: 0.001440 loss: 0.1803 (0.1867) loss_rec_all: 0.2063 (0.2127) loss_rec_sfr: 0.2486 (0.2694) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [01:11:32.584064] Epoch: [371] [1080/2904] eta: 0:23:08 lr: 0.001440 loss: 0.1779 (0.1868) loss_rec_all: 0.2044 (0.2128) loss_rec_sfr: 0.2483 (0.2696) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [01:11:47.501941] Epoch: [371] [1100/2904] eta: 0:22:52 lr: 0.001440 loss: 0.1881 (0.1870) loss_rec_all: 0.2143 (0.2130) loss_rec_sfr: 0.2605 (0.2703) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [01:12:02.422460] Epoch: [371] [1120/2904] eta: 0:22:36 lr: 0.001440 loss: 0.1741 (0.1868) loss_rec_all: 0.2002 (0.2128) loss_rec_sfr: 0.2454 (0.2697) loss_cl: -0.2791 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [01:12:17.333216] Epoch: [371] [1140/2904] eta: 0:22:20 lr: 0.001439 loss: 0.1766 (0.1867) loss_rec_all: 0.2028 (0.2127) loss_rec_sfr: 0.2269 (0.2695) loss_cl: -0.2785 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [01:12:32.250991] Epoch: [371] [1160/2904] eta: 0:22:05 lr: 0.001439 loss: 0.1795 (0.1868) loss_rec_all: 0.2060 (0.2127) loss_rec_sfr: 0.2443 (0.2695) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [01:12:47.169200] Epoch: [371] [1180/2904] eta: 0:21:49 lr: 0.001439 loss: 0.1756 (0.1868) loss_rec_all: 0.2015 (0.2128) loss_rec_sfr: 0.2613 (0.2697) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [01:13:02.084141] Epoch: [371] [1200/2904] eta: 0:21:34 lr: 0.001439 loss: 0.1761 (0.1867) loss_rec_all: 0.2024 (0.2127) loss_rec_sfr: 0.2522 (0.2695) loss_cl: -0.2796 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [01:13:17.004997] Epoch: [371] [1220/2904] eta: 0:21:18 lr: 0.001439 loss: 0.1784 (0.1867) loss_rec_all: 0.2044 (0.2127) loss_rec_sfr: 0.2564 (0.2696) loss_cl: -0.2801 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [01:13:31.921745] Epoch: [371] [1240/2904] eta: 0:21:03 lr: 0.001439 loss: 0.1771 (0.1867) loss_rec_all: 0.2032 (0.2127) loss_rec_sfr: 0.2568 (0.2698) loss_cl: -0.2787 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [01:13:46.844918] Epoch: [371] [1260/2904] eta: 0:20:47 lr: 0.001439 loss: 0.1798 (0.1868) loss_rec_all: 0.2060 (0.2128) loss_rec_sfr: 0.2591 (0.2702) loss_cl: -0.2782 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [01:14:01.767622] Epoch: [371] [1280/2904] eta: 0:20:32 lr: 0.001439 loss: 0.1778 (0.1869) loss_rec_all: 0.2040 (0.2129) loss_rec_sfr: 0.2617 (0.2704) loss_cl: -0.2780 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [01:14:16.684729] Epoch: [371] [1300/2904] eta: 0:20:16 lr: 0.001439 loss: 0.1757 (0.1869) loss_rec_all: 0.2016 (0.2129) loss_rec_sfr: 0.2558 (0.2704) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [01:14:31.599994] Epoch: [371] [1320/2904] eta: 0:20:01 lr: 0.001439 loss: 0.1788 (0.1869) loss_rec_all: 0.2052 (0.2129) loss_rec_sfr: 0.2567 (0.2703) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [01:14:46.520476] Epoch: [371] [1340/2904] eta: 0:19:45 lr: 0.001439 loss: 0.1779 (0.1870) loss_rec_all: 0.2038 (0.2130) loss_rec_sfr: 0.2648 (0.2709) loss_cl: -0.2792 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [01:15:01.448168] Epoch: [371] [1360/2904] eta: 0:19:30 lr: 0.001439 loss: 0.1751 (0.1871) loss_rec_all: 0.2017 (0.2131) loss_rec_sfr: 0.2636 (0.2715) loss_cl: -0.2799 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [01:15:16.366289] Epoch: [371] [1380/2904] eta: 0:19:14 lr: 0.001439 loss: 0.1771 (0.1871) loss_rec_all: 0.2031 (0.2130) loss_rec_sfr: 0.2602 (0.2712) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [01:15:31.283876] Epoch: [371] [1400/2904] eta: 0:18:59 lr: 0.001439 loss: 0.1755 (0.1870) loss_rec_all: 0.2017 (0.2129) loss_rec_sfr: 0.2520 (0.2710) loss_cl: -0.2780 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [01:15:46.198081] Epoch: [371] [1420/2904] eta: 0:18:43 lr: 0.001439 loss: 0.1778 (0.1869) loss_rec_all: 0.2039 (0.2129) loss_rec_sfr: 0.2612 (0.2708) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [01:16:01.111528] Epoch: [371] [1440/2904] eta: 0:18:28 lr: 0.001439 loss: 0.1795 (0.1869) loss_rec_all: 0.2061 (0.2129) loss_rec_sfr: 0.2585 (0.2706) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [01:16:16.025884] Epoch: [371] [1460/2904] eta: 0:18:13 lr: 0.001439 loss: 0.1750 (0.1869) loss_rec_all: 0.2014 (0.2129) loss_rec_sfr: 0.2529 (0.2708) loss_cl: -0.2796 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [01:16:30.939019] Epoch: [371] [1480/2904] eta: 0:17:57 lr: 0.001439 loss: 0.1752 (0.1869) loss_rec_all: 0.2015 (0.2129) loss_rec_sfr: 0.2397 (0.2708) loss_cl: -0.2792 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [01:16:45.869616] Epoch: [371] [1500/2904] eta: 0:17:42 lr: 0.001439 loss: 0.1775 (0.1869) loss_rec_all: 0.2039 (0.2129) loss_rec_sfr: 0.2215 (0.2705) loss_cl: -0.2788 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [01:17:00.788480] Epoch: [371] [1520/2904] eta: 0:17:27 lr: 0.001439 loss: 0.1772 (0.1868) loss_rec_all: 0.2035 (0.2128) loss_rec_sfr: 0.2473 (0.2703) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [01:17:15.699144] Epoch: [371] [1540/2904] eta: 0:17:11 lr: 0.001439 loss: 0.1767 (0.1868) loss_rec_all: 0.2029 (0.2128) loss_rec_sfr: 0.2532 (0.2701) loss_cl: -0.2794 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [01:17:30.609849] Epoch: [371] [1560/2904] eta: 0:16:56 lr: 0.001439 loss: 0.1772 (0.1867) loss_rec_all: 0.2034 (0.2127) loss_rec_sfr: 0.2622 (0.2699) loss_cl: -0.2787 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [01:17:45.523283] Epoch: [371] [1580/2904] eta: 0:16:41 lr: 0.001439 loss: 0.1775 (0.1867) loss_rec_all: 0.2040 (0.2127) loss_rec_sfr: 0.2506 (0.2699) loss_cl: -0.2790 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [01:18:00.435499] Epoch: [371] [1600/2904] eta: 0:16:25 lr: 0.001439 loss: 0.1797 (0.1867) loss_rec_all: 0.2056 (0.2127) loss_rec_sfr: 0.2514 (0.2698) loss_cl: -0.2790 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [01:18:15.350209] Epoch: [371] [1620/2904] eta: 0:16:10 lr: 0.001439 loss: 0.1774 (0.1868) loss_rec_all: 0.2039 (0.2128) loss_rec_sfr: 0.2599 (0.2700) loss_cl: -0.2791 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [01:18:30.264001] Epoch: [371] [1640/2904] eta: 0:15:55 lr: 0.001439 loss: 0.1770 (0.1869) loss_rec_all: 0.2034 (0.2129) loss_rec_sfr: 0.2619 (0.2704) loss_cl: -0.2791 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [01:18:45.176855] Epoch: [371] [1660/2904] eta: 0:15:40 lr: 0.001439 loss: 0.1772 (0.1868) loss_rec_all: 0.2034 (0.2128) loss_rec_sfr: 0.2520 (0.2701) loss_cl: -0.2792 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [01:19:00.086282] Epoch: [371] [1680/2904] eta: 0:15:24 lr: 0.001439 loss: 0.1775 (0.1868) loss_rec_all: 0.2039 (0.2128) loss_rec_sfr: 0.2478 (0.2700) loss_cl: -0.2791 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [01:19:14.996852] Epoch: [371] [1700/2904] eta: 0:15:09 lr: 0.001439 loss: 0.1841 (0.1870) loss_rec_all: 0.2105 (0.2130) loss_rec_sfr: 0.2596 (0.2705) loss_cl: -0.2790 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [01:19:29.905635] Epoch: [371] [1720/2904] eta: 0:14:54 lr: 0.001439 loss: 0.1814 (0.1870) loss_rec_all: 0.2079 (0.2130) loss_rec_sfr: 0.2602 (0.2706) loss_cl: -0.2793 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [01:19:44.811480] Epoch: [371] [1740/2904] eta: 0:14:39 lr: 0.001438 loss: 0.1750 (0.1870) loss_rec_all: 0.2010 (0.2130) loss_rec_sfr: 0.2576 (0.2708) loss_cl: -0.2786 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [01:19:59.720537] Epoch: [371] [1760/2904] eta: 0:14:23 lr: 0.001438 loss: 0.1785 (0.1870) loss_rec_all: 0.2045 (0.2130) loss_rec_sfr: 0.2606 (0.2707) loss_cl: -0.2786 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [01:20:14.627486] Epoch: [371] [1780/2904] eta: 0:14:08 lr: 0.001438 loss: 0.1783 (0.1870) loss_rec_all: 0.2043 (0.2130) loss_rec_sfr: 0.2616 (0.2707) loss_cl: -0.2786 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [01:20:29.531998] Epoch: [371] [1800/2904] eta: 0:13:53 lr: 0.001438 loss: 0.1776 (0.1870) loss_rec_all: 0.2039 (0.2130) loss_rec_sfr: 0.2489 (0.2706) loss_cl: -0.2791 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [01:20:44.447294] Epoch: [371] [1820/2904] eta: 0:13:38 lr: 0.001438 loss: 0.1798 (0.1870) loss_rec_all: 0.2059 (0.2130) loss_rec_sfr: 0.2565 (0.2706) loss_cl: -0.2791 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [01:20:59.356920] Epoch: [371] [1840/2904] eta: 0:13:22 lr: 0.001438 loss: 0.1812 (0.1871) loss_rec_all: 0.2074 (0.2131) loss_rec_sfr: 0.2618 (0.2709) loss_cl: -0.2795 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [01:21:14.263931] Epoch: [371] [1860/2904] eta: 0:13:07 lr: 0.001438 loss: 0.1768 (0.1870) loss_rec_all: 0.2029 (0.2130) loss_rec_sfr: 0.2232 (0.2706) loss_cl: -0.2787 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [01:21:29.174764] Epoch: [371] [1880/2904] eta: 0:12:52 lr: 0.001438 loss: 0.1788 (0.1871) loss_rec_all: 0.2050 (0.2130) loss_rec_sfr: 0.2655 (0.2708) loss_cl: -0.2787 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [01:21:44.087271] Epoch: [371] [1900/2904] eta: 0:12:37 lr: 0.001438 loss: 0.1823 (0.1871) loss_rec_all: 0.2082 (0.2131) loss_rec_sfr: 0.2713 (0.2711) loss_cl: -0.2786 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [01:21:58.996832] Epoch: [371] [1920/2904] eta: 0:12:22 lr: 0.001438 loss: 0.1789 (0.1872) loss_rec_all: 0.2047 (0.2132) loss_rec_sfr: 0.2617 (0.2714) loss_cl: -0.2780 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [01:22:13.908668] Epoch: [371] [1940/2904] eta: 0:12:07 lr: 0.001438 loss: 0.1772 (0.1872) loss_rec_all: 0.2036 (0.2132) loss_rec_sfr: 0.2586 (0.2715) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [01:22:28.817352] Epoch: [371] [1960/2904] eta: 0:11:51 lr: 0.001438 loss: 0.1763 (0.1872) loss_rec_all: 0.2028 (0.2132) loss_rec_sfr: 0.2489 (0.2713) loss_cl: -0.2792 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [01:22:43.726835] Epoch: [371] [1980/2904] eta: 0:11:36 lr: 0.001438 loss: 0.1800 (0.1872) loss_rec_all: 0.2061 (0.2132) loss_rec_sfr: 0.2496 (0.2713) loss_cl: -0.2791 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [01:22:58.638415] Epoch: [371] [2000/2904] eta: 0:11:21 lr: 0.001438 loss: 0.1741 (0.1871) loss_rec_all: 0.2004 (0.2131) loss_rec_sfr: 0.2495 (0.2711) loss_cl: -0.2794 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [01:23:13.550735] Epoch: [371] [2020/2904] eta: 0:11:06 lr: 0.001438 loss: 0.1856 (0.1872) loss_rec_all: 0.2119 (0.2132) loss_rec_sfr: 0.2505 (0.2712) loss_cl: -0.2802 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [01:23:28.457171] Epoch: [371] [2040/2904] eta: 0:10:51 lr: 0.001438 loss: 0.1794 (0.1871) loss_rec_all: 0.2057 (0.2131) loss_rec_sfr: 0.2522 (0.2711) loss_cl: -0.2788 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [01:23:43.371625] Epoch: [371] [2060/2904] eta: 0:10:36 lr: 0.001438 loss: 0.1794 (0.1871) loss_rec_all: 0.2053 (0.2131) loss_rec_sfr: 0.2558 (0.2711) loss_cl: -0.2794 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [01:23:58.284394] Epoch: [371] [2080/2904] eta: 0:10:20 lr: 0.001438 loss: 0.1784 (0.1872) loss_rec_all: 0.2044 (0.2132) loss_rec_sfr: 0.2260 (0.2712) loss_cl: -0.2785 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [01:24:13.200426] Epoch: [371] [2100/2904] eta: 0:10:05 lr: 0.001438 loss: 0.1796 (0.1872) loss_rec_all: 0.2054 (0.2132) loss_rec_sfr: 0.2421 (0.2711) loss_cl: -0.2780 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [01:24:28.116914] Epoch: [371] [2120/2904] eta: 0:09:50 lr: 0.001438 loss: 0.1799 (0.1873) loss_rec_all: 0.2059 (0.2133) loss_rec_sfr: 0.2604 (0.2714) loss_cl: -0.2780 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [01:24:43.030493] Epoch: [371] [2140/2904] eta: 0:09:35 lr: 0.001438 loss: 0.1735 (0.1872) loss_rec_all: 0.1997 (0.2132) loss_rec_sfr: 0.2464 (0.2712) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [01:24:57.940771] Epoch: [371] [2160/2904] eta: 0:09:20 lr: 0.001438 loss: 0.1737 (0.1872) loss_rec_all: 0.2000 (0.2132) loss_rec_sfr: 0.2592 (0.2712) loss_cl: -0.2799 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [01:25:12.857645] Epoch: [371] [2180/2904] eta: 0:09:05 lr: 0.001438 loss: 0.1840 (0.1873) loss_rec_all: 0.2098 (0.2133) loss_rec_sfr: 0.2591 (0.2716) loss_cl: -0.2789 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [01:25:27.773243] Epoch: [371] [2200/2904] eta: 0:08:50 lr: 0.001438 loss: 0.1762 (0.1872) loss_rec_all: 0.2025 (0.2132) loss_rec_sfr: 0.2611 (0.2713) loss_cl: -0.2799 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [01:25:42.683571] Epoch: [371] [2220/2904] eta: 0:08:35 lr: 0.001438 loss: 0.1830 (0.1873) loss_rec_all: 0.2090 (0.2133) loss_rec_sfr: 0.2571 (0.2717) loss_cl: -0.2791 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [01:25:57.596237] Epoch: [371] [2240/2904] eta: 0:08:20 lr: 0.001438 loss: 0.1762 (0.1872) loss_rec_all: 0.2027 (0.2132) loss_rec_sfr: 0.2486 (0.2714) loss_cl: -0.2795 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [01:26:12.510454] Epoch: [371] [2260/2904] eta: 0:08:04 lr: 0.001438 loss: 0.1788 (0.1872) loss_rec_all: 0.2053 (0.2132) loss_rec_sfr: 0.2572 (0.2713) loss_cl: -0.2786 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [01:26:27.425472] Epoch: [371] [2280/2904] eta: 0:07:49 lr: 0.001438 loss: 0.1786 (0.1872) loss_rec_all: 0.2050 (0.2132) loss_rec_sfr: 0.2655 (0.2714) loss_cl: -0.2779 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [01:26:42.345852] Epoch: [371] [2300/2904] eta: 0:07:34 lr: 0.001438 loss: 0.1771 (0.1872) loss_rec_all: 0.2031 (0.2132) loss_rec_sfr: 0.2553 (0.2713) loss_cl: -0.2784 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [01:26:57.261131] Epoch: [371] [2320/2904] eta: 0:07:19 lr: 0.001438 loss: 0.1782 (0.1873) loss_rec_all: 0.2043 (0.2132) loss_rec_sfr: 0.2569 (0.2715) loss_cl: -0.2786 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [01:27:12.174962] Epoch: [371] [2340/2904] eta: 0:07:04 lr: 0.001437 loss: 0.1851 (0.1874) loss_rec_all: 0.2114 (0.2134) loss_rec_sfr: 0.2623 (0.2720) loss_cl: -0.2791 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [01:27:27.084852] Epoch: [371] [2360/2904] eta: 0:06:49 lr: 0.001437 loss: 0.1787 (0.1873) loss_rec_all: 0.2049 (0.2133) loss_rec_sfr: 0.2581 (0.2718) loss_cl: -0.2790 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [01:27:41.998204] Epoch: [371] [2380/2904] eta: 0:06:34 lr: 0.001437 loss: 0.1765 (0.1874) loss_rec_all: 0.2028 (0.2133) loss_rec_sfr: 0.2561 (0.2719) loss_cl: -0.2785 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [01:27:56.914787] Epoch: [371] [2400/2904] eta: 0:06:19 lr: 0.001437 loss: 0.1771 (0.1874) loss_rec_all: 0.2031 (0.2133) loss_rec_sfr: 0.2574 (0.2719) loss_cl: -0.2792 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [01:28:11.827404] Epoch: [371] [2420/2904] eta: 0:06:04 lr: 0.001437 loss: 0.1803 (0.1874) loss_rec_all: 0.2062 (0.2134) loss_rec_sfr: 0.2670 (0.2721) loss_cl: -0.2795 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [01:28:26.741704] Epoch: [371] [2440/2904] eta: 0:05:49 lr: 0.001437 loss: 0.1755 (0.1874) loss_rec_all: 0.2017 (0.2134) loss_rec_sfr: 0.2482 (0.2720) loss_cl: -0.2802 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [01:28:41.660512] Epoch: [371] [2460/2904] eta: 0:05:34 lr: 0.001437 loss: 0.1767 (0.1874) loss_rec_all: 0.2027 (0.2133) loss_rec_sfr: 0.2622 (0.2719) loss_cl: -0.2797 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [01:28:56.575630] Epoch: [371] [2480/2904] eta: 0:05:18 lr: 0.001437 loss: 0.1820 (0.1874) loss_rec_all: 0.2081 (0.2134) loss_rec_sfr: 0.2512 (0.2721) loss_cl: -0.2788 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [01:29:11.485815] Epoch: [371] [2500/2904] eta: 0:05:03 lr: 0.001437 loss: 0.1840 (0.1875) loss_rec_all: 0.2101 (0.2135) loss_rec_sfr: 0.2560 (0.2723) loss_cl: -0.2776 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [01:29:26.400882] Epoch: [371] [2520/2904] eta: 0:04:48 lr: 0.001437 loss: 0.1832 (0.1875) loss_rec_all: 0.2092 (0.2135) loss_rec_sfr: 0.2541 (0.2723) loss_cl: -0.2785 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [01:29:41.315583] Epoch: [371] [2540/2904] eta: 0:04:33 lr: 0.001437 loss: 0.1795 (0.1876) loss_rec_all: 0.2059 (0.2136) loss_rec_sfr: 0.2588 (0.2726) loss_cl: -0.2790 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [01:29:56.228329] Epoch: [371] [2560/2904] eta: 0:04:18 lr: 0.001437 loss: 0.1770 (0.1875) loss_rec_all: 0.2029 (0.2135) loss_rec_sfr: 0.2519 (0.2724) loss_cl: -0.2796 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [01:30:11.138405] Epoch: [371] [2580/2904] eta: 0:04:03 lr: 0.001437 loss: 0.1763 (0.1875) loss_rec_all: 0.2028 (0.2135) loss_rec_sfr: 0.2607 (0.2724) loss_cl: -0.2797 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [01:30:26.041502] Epoch: [371] [2600/2904] eta: 0:03:48 lr: 0.001437 loss: 0.1786 (0.1875) loss_rec_all: 0.2044 (0.2135) loss_rec_sfr: 0.2512 (0.2723) loss_cl: -0.2784 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [01:30:40.950522] Epoch: [371] [2620/2904] eta: 0:03:33 lr: 0.001437 loss: 0.1763 (0.1875) loss_rec_all: 0.2026 (0.2135) loss_rec_sfr: 0.2612 (0.2723) loss_cl: -0.2785 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [01:30:55.857847] Epoch: [371] [2640/2904] eta: 0:03:18 lr: 0.001437 loss: 0.1756 (0.1874) loss_rec_all: 0.2017 (0.2134) loss_rec_sfr: 0.2501 (0.2721) loss_cl: -0.2783 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [01:31:10.769895] Epoch: [371] [2660/2904] eta: 0:03:03 lr: 0.001437 loss: 0.1770 (0.1874) loss_rec_all: 0.2038 (0.2134) loss_rec_sfr: 0.2507 (0.2721) loss_cl: -0.2794 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [01:31:25.687686] Epoch: [371] [2680/2904] eta: 0:02:48 lr: 0.001437 loss: 0.1772 (0.1874) loss_rec_all: 0.2035 (0.2134) loss_rec_sfr: 0.2204 (0.2721) loss_cl: -0.2790 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [01:31:40.600946] Epoch: [371] [2700/2904] eta: 0:02:33 lr: 0.001437 loss: 0.1736 (0.1874) loss_rec_all: 0.2001 (0.2134) loss_rec_sfr: 0.2569 (0.2720) loss_cl: -0.2789 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [01:31:55.512875] Epoch: [371] [2720/2904] eta: 0:02:18 lr: 0.001437 loss: 0.1800 (0.1875) loss_rec_all: 0.2061 (0.2135) loss_rec_sfr: 0.2608 (0.2722) loss_cl: -0.2793 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [01:32:10.422315] Epoch: [371] [2740/2904] eta: 0:02:03 lr: 0.001437 loss: 0.1765 (0.1875) loss_rec_all: 0.2029 (0.2134) loss_rec_sfr: 0.2520 (0.2722) loss_cl: -0.2788 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [01:32:25.333986] Epoch: [371] [2760/2904] eta: 0:01:48 lr: 0.001437 loss: 0.1843 (0.1875) loss_rec_all: 0.2103 (0.2135) loss_rec_sfr: 0.2571 (0.2723) loss_cl: -0.2786 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [01:32:40.243984] Epoch: [371] [2780/2904] eta: 0:01:33 lr: 0.001437 loss: 0.1781 (0.1875) loss_rec_all: 0.2047 (0.2135) loss_rec_sfr: 0.2589 (0.2724) loss_cl: -0.2788 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [01:32:55.160463] Epoch: [371] [2800/2904] eta: 0:01:18 lr: 0.001437 loss: 0.1747 (0.1875) loss_rec_all: 0.2006 (0.2135) loss_rec_sfr: 0.2572 (0.2723) loss_cl: -0.2792 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [01:33:10.077092] Epoch: [371] [2820/2904] eta: 0:01:03 lr: 0.001437 loss: 0.1821 (0.1876) loss_rec_all: 0.2080 (0.2136) loss_rec_sfr: 0.2710 (0.2725) loss_cl: -0.2791 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [01:33:25.023796] Epoch: [371] [2840/2904] eta: 0:00:48 lr: 0.001437 loss: 0.1819 (0.1876) loss_rec_all: 0.2079 (0.2136) loss_rec_sfr: 0.2618 (0.2728) loss_cl: -0.2788 (-0.2789) time: 0.7473 data: 0.0023 max mem: 29860 [01:33:39.920567] Epoch: [371] [2860/2904] eta: 0:00:33 lr: 0.001437 loss: 0.1795 (0.1876) loss_rec_all: 0.2055 (0.2136) loss_rec_sfr: 0.2587 (0.2727) loss_cl: -0.2785 (-0.2789) time: 0.7448 data: 0.0001 max mem: 29860 [01:33:54.819086] Epoch: [371] [2880/2904] eta: 0:00:18 lr: 0.001437 loss: 0.1813 (0.1876) loss_rec_all: 0.2073 (0.2136) loss_rec_sfr: 0.2604 (0.2729) loss_cl: -0.2795 (-0.2789) time: 0.7449 data: 0.0001 max mem: 29860 [01:34:09.719012] Epoch: [371] [2900/2904] eta: 0:00:03 lr: 0.001437 loss: 0.1748 (0.1876) loss_rec_all: 0.2013 (0.2136) loss_rec_sfr: 0.2522 (0.2727) loss_cl: -0.2789 (-0.2789) time: 0.7450 data: 0.0001 max mem: 29860 [01:34:11.960786] Epoch: [371] [2903/2904] eta: 0:00:00 lr: 0.001437 loss: 0.1748 (0.1876) loss_rec_all: 0.2013 (0.2135) loss_rec_sfr: 0.2181 (0.2726) loss_cl: -0.2792 (-0.2789) time: 0.7449 data: 0.0001 max mem: 29860 [01:34:14.072977] Epoch: [371] Total time: 0:36:24 (0.7521 s / it) [01:34:14.074767] Averaged stats: lr: 0.001437 loss: 0.1748 (0.1904) loss_rec_all: 0.2013 (0.2140) loss_rec_sfr: 0.2181 (0.2742) loss_cl: -0.2792 (-0.2557) [01:34:14.079492] log_dir: ./checkpoint/VF2_ViT-B [01:34:30.206614] Epoch: [372] [ 0/2904] eta: 13:00:30 lr: 0.001437 loss: 0.1967 (0.1967) loss_rec_all: 0.2227 (0.2227) loss_rec_sfr: 0.2606 (0.2606) loss_cl: -0.2784 (-0.2784) time: 16.1262 data: 15.3949 max mem: 29860 [01:34:46.704712] Epoch: [372] [ 20/2904] eta: 1:14:40 lr: 0.001437 loss: 0.1782 (0.1903) loss_rec_all: 0.2045 (0.2161) loss_rec_sfr: 0.2593 (0.2831) loss_cl: -0.2787 (-0.2787) time: 0.8249 data: 0.0002 max mem: 29860 [01:35:01.584607] Epoch: [372] [ 40/2904] eta: 0:55:18 lr: 0.001436 loss: 0.1798 (0.1945) loss_rec_all: 0.2064 (0.2203) loss_rec_sfr: 0.2608 (0.2954) loss_cl: -0.2792 (-0.2789) time: 0.7440 data: 0.0002 max mem: 29860 [01:35:16.470629] Epoch: [372] [ 60/2904] eta: 0:48:28 lr: 0.001436 loss: 0.1795 (0.1929) loss_rec_all: 0.2056 (0.2187) loss_rec_sfr: 0.2644 (0.2929) loss_cl: -0.2790 (-0.2789) time: 0.7443 data: 0.0002 max mem: 29860 [01:35:31.380681] Epoch: [372] [ 80/2904] eta: 0:44:54 lr: 0.001436 loss: 0.1763 (0.1886) loss_rec_all: 0.2027 (0.2146) loss_rec_sfr: 0.2553 (0.2790) loss_cl: -0.2787 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [01:35:46.279438] Epoch: [372] [ 100/2904] eta: 0:42:39 lr: 0.001436 loss: 0.1739 (0.1878) loss_rec_all: 0.2000 (0.2137) loss_rec_sfr: 0.2390 (0.2741) loss_cl: -0.2786 (-0.2788) time: 0.7449 data: 0.0002 max mem: 29860 [01:36:01.198590] Epoch: [372] [ 120/2904] eta: 0:41:04 lr: 0.001436 loss: 0.1739 (0.1870) loss_rec_all: 0.2000 (0.2129) loss_rec_sfr: 0.2557 (0.2717) loss_cl: -0.2793 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [01:36:16.118400] Epoch: [372] [ 140/2904] eta: 0:39:52 lr: 0.001436 loss: 0.1735 (0.1861) loss_rec_all: 0.2000 (0.2121) loss_rec_sfr: 0.2537 (0.2693) loss_cl: -0.2798 (-0.2790) time: 0.7460 data: 0.0002 max mem: 29860 [01:36:31.032819] Epoch: [372] [ 160/2904] eta: 0:38:54 lr: 0.001436 loss: 0.1783 (0.1857) loss_rec_all: 0.2048 (0.2117) loss_rec_sfr: 0.2565 (0.2668) loss_cl: -0.2790 (-0.2790) time: 0.7457 data: 0.0002 max mem: 29860 [01:36:45.969634] Epoch: [372] [ 180/2904] eta: 0:38:05 lr: 0.001436 loss: 0.1758 (0.1861) loss_rec_all: 0.2025 (0.2121) loss_rec_sfr: 0.2502 (0.2671) loss_cl: -0.2791 (-0.2790) time: 0.7468 data: 0.0002 max mem: 29860 [01:37:00.886540] Epoch: [372] [ 200/2904] eta: 0:37:23 lr: 0.001436 loss: 0.1772 (0.1859) loss_rec_all: 0.2035 (0.2120) loss_rec_sfr: 0.2540 (0.2659) loss_cl: -0.2785 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [01:37:15.959037] Epoch: [372] [ 220/2904] eta: 0:36:48 lr: 0.001436 loss: 0.1744 (0.1856) loss_rec_all: 0.2008 (0.2117) loss_rec_sfr: 0.2083 (0.2644) loss_cl: -0.2789 (-0.2789) time: 0.7536 data: 0.0002 max mem: 29860 [01:37:30.881368] Epoch: [372] [ 240/2904] eta: 0:36:15 lr: 0.001436 loss: 0.1791 (0.1864) loss_rec_all: 0.2051 (0.2124) loss_rec_sfr: 0.2603 (0.2665) loss_cl: -0.2790 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [01:37:45.820747] Epoch: [372] [ 260/2904] eta: 0:35:44 lr: 0.001436 loss: 0.1731 (0.1860) loss_rec_all: 0.1993 (0.2121) loss_rec_sfr: 0.2509 (0.2653) loss_cl: -0.2793 (-0.2789) time: 0.7469 data: 0.0002 max mem: 29860 [01:38:00.738165] Epoch: [372] [ 280/2904] eta: 0:35:16 lr: 0.001436 loss: 0.1749 (0.1853) loss_rec_all: 0.2011 (0.2114) loss_rec_sfr: 0.2617 (0.2638) loss_cl: -0.2788 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [01:38:15.679711] Epoch: [372] [ 300/2904] eta: 0:34:50 lr: 0.001436 loss: 0.1783 (0.1856) loss_rec_all: 0.2050 (0.2117) loss_rec_sfr: 0.2546 (0.2648) loss_cl: -0.2793 (-0.2789) time: 0.7470 data: 0.0002 max mem: 29860 [01:38:30.599246] Epoch: [372] [ 320/2904] eta: 0:34:24 lr: 0.001436 loss: 0.1785 (0.1855) loss_rec_all: 0.2046 (0.2116) loss_rec_sfr: 0.2555 (0.2652) loss_cl: -0.2790 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [01:38:45.513480] Epoch: [372] [ 340/2904] eta: 0:34:00 lr: 0.001436 loss: 0.1735 (0.1852) loss_rec_all: 0.2002 (0.2112) loss_rec_sfr: 0.2181 (0.2636) loss_cl: -0.2788 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [01:39:00.425533] Epoch: [372] [ 360/2904] eta: 0:33:37 lr: 0.001436 loss: 0.1855 (0.1857) loss_rec_all: 0.2117 (0.2118) loss_rec_sfr: 0.2576 (0.2651) loss_cl: -0.2794 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [01:39:15.338943] Epoch: [372] [ 380/2904] eta: 0:33:15 lr: 0.001436 loss: 0.1752 (0.1858) loss_rec_all: 0.2016 (0.2119) loss_rec_sfr: 0.2564 (0.2659) loss_cl: -0.2792 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [01:39:30.253406] Epoch: [372] [ 400/2904] eta: 0:32:54 lr: 0.001436 loss: 0.1759 (0.1859) loss_rec_all: 0.2016 (0.2119) loss_rec_sfr: 0.2581 (0.2661) loss_cl: -0.2784 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [01:39:45.170618] Epoch: [372] [ 420/2904] eta: 0:32:33 lr: 0.001436 loss: 0.1818 (0.1859) loss_rec_all: 0.2082 (0.2119) loss_rec_sfr: 0.2503 (0.2659) loss_cl: -0.2785 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [01:40:00.092002] Epoch: [372] [ 440/2904] eta: 0:32:13 lr: 0.001436 loss: 0.1779 (0.1858) loss_rec_all: 0.2038 (0.2118) loss_rec_sfr: 0.2485 (0.2655) loss_cl: -0.2789 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [01:40:15.013888] Epoch: [372] [ 460/2904] eta: 0:31:53 lr: 0.001436 loss: 0.1774 (0.1855) loss_rec_all: 0.2033 (0.2116) loss_rec_sfr: 0.2564 (0.2649) loss_cl: -0.2789 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [01:40:29.933942] Epoch: [372] [ 480/2904] eta: 0:31:34 lr: 0.001436 loss: 0.1779 (0.1852) loss_rec_all: 0.2040 (0.2113) loss_rec_sfr: 0.2595 (0.2642) loss_cl: -0.2791 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [01:40:44.854113] Epoch: [372] [ 500/2904] eta: 0:31:14 lr: 0.001436 loss: 0.1820 (0.1854) loss_rec_all: 0.2079 (0.2115) loss_rec_sfr: 0.2582 (0.2650) loss_cl: -0.2790 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [01:40:59.769467] Epoch: [372] [ 520/2904] eta: 0:30:56 lr: 0.001436 loss: 0.1764 (0.1851) loss_rec_all: 0.2028 (0.2112) loss_rec_sfr: 0.2386 (0.2639) loss_cl: -0.2792 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [01:41:14.685537] Epoch: [372] [ 540/2904] eta: 0:30:37 lr: 0.001436 loss: 0.1793 (0.1850) loss_rec_all: 0.2054 (0.2111) loss_rec_sfr: 0.2571 (0.2637) loss_cl: -0.2789 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [01:41:29.606171] Epoch: [372] [ 560/2904] eta: 0:30:19 lr: 0.001436 loss: 0.1794 (0.1849) loss_rec_all: 0.2060 (0.2109) loss_rec_sfr: 0.2459 (0.2631) loss_cl: -0.2792 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [01:41:44.521521] Epoch: [372] [ 580/2904] eta: 0:30:01 lr: 0.001436 loss: 0.1752 (0.1849) loss_rec_all: 0.2014 (0.2110) loss_rec_sfr: 0.2564 (0.2634) loss_cl: -0.2798 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [01:41:59.440682] Epoch: [372] [ 600/2904] eta: 0:29:43 lr: 0.001436 loss: 0.1751 (0.1849) loss_rec_all: 0.2013 (0.2110) loss_rec_sfr: 0.2567 (0.2638) loss_cl: -0.2786 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [01:42:14.361769] Epoch: [372] [ 620/2904] eta: 0:29:26 lr: 0.001436 loss: 0.1730 (0.1847) loss_rec_all: 0.1992 (0.2107) loss_rec_sfr: 0.2552 (0.2633) loss_cl: -0.2791 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [01:42:29.282830] Epoch: [372] [ 640/2904] eta: 0:29:08 lr: 0.001435 loss: 0.1763 (0.1846) loss_rec_all: 0.2028 (0.2106) loss_rec_sfr: 0.2547 (0.2634) loss_cl: -0.2803 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [01:42:44.204978] Epoch: [372] [ 660/2904] eta: 0:28:51 lr: 0.001435 loss: 0.1760 (0.1846) loss_rec_all: 0.2029 (0.2107) loss_rec_sfr: 0.2522 (0.2634) loss_cl: -0.2808 (-0.2790) time: 0.7461 data: 0.0002 max mem: 29860 [01:42:59.121874] Epoch: [372] [ 680/2904] eta: 0:28:34 lr: 0.001435 loss: 0.1751 (0.1847) loss_rec_all: 0.2015 (0.2108) loss_rec_sfr: 0.2591 (0.2639) loss_cl: -0.2816 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [01:43:14.040806] Epoch: [372] [ 700/2904] eta: 0:28:17 lr: 0.001435 loss: 0.1751 (0.1846) loss_rec_all: 0.2016 (0.2107) loss_rec_sfr: 0.2363 (0.2637) loss_cl: -0.2803 (-0.2790) time: 0.7459 data: 0.0002 max mem: 29860 [01:43:28.964732] Epoch: [372] [ 720/2904] eta: 0:28:00 lr: 0.001435 loss: 0.1807 (0.1845) loss_rec_all: 0.2068 (0.2106) loss_rec_sfr: 0.2545 (0.2635) loss_cl: -0.2788 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [01:43:43.884015] Epoch: [372] [ 740/2904] eta: 0:27:43 lr: 0.001435 loss: 0.1808 (0.1848) loss_rec_all: 0.2067 (0.2108) loss_rec_sfr: 0.2568 (0.2642) loss_cl: -0.2807 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [01:43:58.801806] Epoch: [372] [ 760/2904] eta: 0:27:27 lr: 0.001435 loss: 0.1757 (0.1847) loss_rec_all: 0.2018 (0.2107) loss_rec_sfr: 0.2512 (0.2638) loss_cl: -0.2807 (-0.2790) time: 0.7458 data: 0.0002 max mem: 29860 [01:44:13.728156] Epoch: [372] [ 780/2904] eta: 0:27:10 lr: 0.001435 loss: 0.1758 (0.1848) loss_rec_all: 0.2024 (0.2109) loss_rec_sfr: 0.2590 (0.2645) loss_cl: -0.2797 (-0.2790) time: 0.7463 data: 0.0002 max mem: 29860 [01:44:28.652613] Epoch: [372] [ 800/2904] eta: 0:26:54 lr: 0.001435 loss: 0.1723 (0.1846) loss_rec_all: 0.1984 (0.2106) loss_rec_sfr: 0.2229 (0.2637) loss_cl: -0.2800 (-0.2790) time: 0.7462 data: 0.0002 max mem: 29860 [01:44:43.571344] Epoch: [372] [ 820/2904] eta: 0:26:37 lr: 0.001435 loss: 0.1797 (0.1846) loss_rec_all: 0.2066 (0.2106) loss_rec_sfr: 0.2555 (0.2636) loss_cl: -0.2800 (-0.2790) time: 0.7459 data: 0.0002 max mem: 29860 [01:44:58.482898] Epoch: [372] [ 840/2904] eta: 0:26:21 lr: 0.001435 loss: 0.1772 (0.1846) loss_rec_all: 0.2035 (0.2106) loss_rec_sfr: 0.2595 (0.2635) loss_cl: -0.2806 (-0.2790) time: 0.7455 data: 0.0002 max mem: 29860 [01:45:13.397591] Epoch: [372] [ 860/2904] eta: 0:26:05 lr: 0.001435 loss: 0.1781 (0.1847) loss_rec_all: 0.2047 (0.2107) loss_rec_sfr: 0.2568 (0.2636) loss_cl: -0.2791 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [01:45:28.311742] Epoch: [372] [ 880/2904] eta: 0:25:48 lr: 0.001435 loss: 0.1761 (0.1848) loss_rec_all: 0.2030 (0.2108) loss_rec_sfr: 0.2565 (0.2639) loss_cl: -0.2816 (-0.2790) time: 0.7457 data: 0.0002 max mem: 29860 [01:45:43.227278] Epoch: [372] [ 900/2904] eta: 0:25:32 lr: 0.001435 loss: 0.1777 (0.1852) loss_rec_all: 0.2039 (0.2112) loss_rec_sfr: 0.2700 (0.2652) loss_cl: -0.2790 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [01:45:58.142826] Epoch: [372] [ 920/2904] eta: 0:25:16 lr: 0.001435 loss: 0.1792 (0.1855) loss_rec_all: 0.2051 (0.2115) loss_rec_sfr: 0.2625 (0.2663) loss_cl: -0.2783 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [01:46:13.059924] Epoch: [372] [ 940/2904] eta: 0:25:00 lr: 0.001435 loss: 0.1774 (0.1856) loss_rec_all: 0.2036 (0.2116) loss_rec_sfr: 0.2454 (0.2665) loss_cl: -0.2793 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [01:46:27.980256] Epoch: [372] [ 960/2904] eta: 0:24:44 lr: 0.001435 loss: 0.1748 (0.1857) loss_rec_all: 0.2014 (0.2117) loss_rec_sfr: 0.2561 (0.2670) loss_cl: -0.2791 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [01:46:42.903766] Epoch: [372] [ 980/2904] eta: 0:24:28 lr: 0.001435 loss: 0.1743 (0.1855) loss_rec_all: 0.2008 (0.2116) loss_rec_sfr: 0.2475 (0.2666) loss_cl: -0.2782 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [01:46:57.826585] Epoch: [372] [1000/2904] eta: 0:24:12 lr: 0.001435 loss: 0.1770 (0.1857) loss_rec_all: 0.2029 (0.2117) loss_rec_sfr: 0.2646 (0.2674) loss_cl: -0.2780 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [01:47:12.748764] Epoch: [372] [1020/2904] eta: 0:23:56 lr: 0.001435 loss: 0.1789 (0.1859) loss_rec_all: 0.2049 (0.2119) loss_rec_sfr: 0.2549 (0.2680) loss_cl: -0.2787 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [01:47:27.673265] Epoch: [372] [1040/2904] eta: 0:23:40 lr: 0.001435 loss: 0.1772 (0.1859) loss_rec_all: 0.2032 (0.2119) loss_rec_sfr: 0.2560 (0.2681) loss_cl: -0.2793 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [01:47:42.589407] Epoch: [372] [1060/2904] eta: 0:23:25 lr: 0.001435 loss: 0.1778 (0.1859) loss_rec_all: 0.2039 (0.2120) loss_rec_sfr: 0.2500 (0.2681) loss_cl: -0.2787 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [01:47:57.509058] Epoch: [372] [1080/2904] eta: 0:23:09 lr: 0.001435 loss: 0.1786 (0.1861) loss_rec_all: 0.2045 (0.2121) loss_rec_sfr: 0.2595 (0.2686) loss_cl: -0.2784 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [01:48:12.427811] Epoch: [372] [1100/2904] eta: 0:22:53 lr: 0.001435 loss: 0.1773 (0.1860) loss_rec_all: 0.2036 (0.2120) loss_rec_sfr: 0.2501 (0.2682) loss_cl: -0.2785 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [01:48:27.349113] Epoch: [372] [1120/2904] eta: 0:22:37 lr: 0.001435 loss: 0.1788 (0.1859) loss_rec_all: 0.2050 (0.2119) loss_rec_sfr: 0.2555 (0.2680) loss_cl: -0.2793 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [01:48:42.265719] Epoch: [372] [1140/2904] eta: 0:22:22 lr: 0.001435 loss: 0.1785 (0.1859) loss_rec_all: 0.2048 (0.2119) loss_rec_sfr: 0.2537 (0.2680) loss_cl: -0.2797 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [01:48:57.182650] Epoch: [372] [1160/2904] eta: 0:22:06 lr: 0.001435 loss: 0.1818 (0.1860) loss_rec_all: 0.2079 (0.2120) loss_rec_sfr: 0.2556 (0.2682) loss_cl: -0.2793 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [01:49:12.096080] Epoch: [372] [1180/2904] eta: 0:21:50 lr: 0.001435 loss: 0.1783 (0.1860) loss_rec_all: 0.2047 (0.2120) loss_rec_sfr: 0.2530 (0.2682) loss_cl: -0.2788 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [01:49:27.008607] Epoch: [372] [1200/2904] eta: 0:21:35 lr: 0.001435 loss: 0.1768 (0.1863) loss_rec_all: 0.2030 (0.2123) loss_rec_sfr: 0.2759 (0.2693) loss_cl: -0.2794 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [01:49:41.923135] Epoch: [372] [1220/2904] eta: 0:21:19 lr: 0.001434 loss: 0.1790 (0.1863) loss_rec_all: 0.2050 (0.2123) loss_rec_sfr: 0.2530 (0.2693) loss_cl: -0.2786 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [01:49:56.835669] Epoch: [372] [1240/2904] eta: 0:21:04 lr: 0.001434 loss: 0.1791 (0.1864) loss_rec_all: 0.2053 (0.2124) loss_rec_sfr: 0.2545 (0.2696) loss_cl: -0.2786 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [01:50:11.751193] Epoch: [372] [1260/2904] eta: 0:20:48 lr: 0.001434 loss: 0.1741 (0.1864) loss_rec_all: 0.2000 (0.2124) loss_rec_sfr: 0.2547 (0.2698) loss_cl: -0.2781 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [01:50:26.676443] Epoch: [372] [1280/2904] eta: 0:20:32 lr: 0.001434 loss: 0.1751 (0.1863) loss_rec_all: 0.2011 (0.2123) loss_rec_sfr: 0.2478 (0.2695) loss_cl: -0.2787 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [01:50:41.599071] Epoch: [372] [1300/2904] eta: 0:20:17 lr: 0.001434 loss: 0.1763 (0.1864) loss_rec_all: 0.2025 (0.2124) loss_rec_sfr: 0.2615 (0.2698) loss_cl: -0.2793 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [01:50:56.522703] Epoch: [372] [1320/2904] eta: 0:20:01 lr: 0.001434 loss: 0.1781 (0.1864) loss_rec_all: 0.2041 (0.2124) loss_rec_sfr: 0.2510 (0.2698) loss_cl: -0.2793 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [01:51:11.441201] Epoch: [372] [1340/2904] eta: 0:19:46 lr: 0.001434 loss: 0.1801 (0.1865) loss_rec_all: 0.2065 (0.2125) loss_rec_sfr: 0.2607 (0.2702) loss_cl: -0.2782 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [01:51:26.359206] Epoch: [372] [1360/2904] eta: 0:19:31 lr: 0.001434 loss: 0.1819 (0.1866) loss_rec_all: 0.2082 (0.2126) loss_rec_sfr: 0.2594 (0.2703) loss_cl: -0.2791 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [01:51:41.274943] Epoch: [372] [1380/2904] eta: 0:19:15 lr: 0.001434 loss: 0.1811 (0.1867) loss_rec_all: 0.2074 (0.2127) loss_rec_sfr: 0.2622 (0.2709) loss_cl: -0.2786 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [01:51:56.199178] Epoch: [372] [1400/2904] eta: 0:19:00 lr: 0.001434 loss: 0.1789 (0.1868) loss_rec_all: 0.2050 (0.2128) loss_rec_sfr: 0.2508 (0.2710) loss_cl: -0.2792 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [01:52:11.127600] Epoch: [372] [1420/2904] eta: 0:18:44 lr: 0.001434 loss: 0.1730 (0.1866) loss_rec_all: 0.1991 (0.2126) loss_rec_sfr: 0.2201 (0.2704) loss_cl: -0.2799 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [01:52:26.060354] Epoch: [372] [1440/2904] eta: 0:18:29 lr: 0.001434 loss: 0.1758 (0.1866) loss_rec_all: 0.2023 (0.2126) loss_rec_sfr: 0.2533 (0.2704) loss_cl: -0.2786 (-0.2789) time: 0.7466 data: 0.0002 max mem: 29860 [01:52:40.990198] Epoch: [372] [1460/2904] eta: 0:18:13 lr: 0.001434 loss: 0.1761 (0.1866) loss_rec_all: 0.2024 (0.2126) loss_rec_sfr: 0.2544 (0.2703) loss_cl: -0.2789 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [01:52:55.920022] Epoch: [372] [1480/2904] eta: 0:17:58 lr: 0.001434 loss: 0.1753 (0.1867) loss_rec_all: 0.2017 (0.2127) loss_rec_sfr: 0.2439 (0.2705) loss_cl: -0.2785 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [01:53:10.850345] Epoch: [372] [1500/2904] eta: 0:17:43 lr: 0.001434 loss: 0.1789 (0.1867) loss_rec_all: 0.2051 (0.2127) loss_rec_sfr: 0.2591 (0.2705) loss_cl: -0.2785 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [01:53:25.776913] Epoch: [372] [1520/2904] eta: 0:17:27 lr: 0.001434 loss: 0.1765 (0.1866) loss_rec_all: 0.2025 (0.2126) loss_rec_sfr: 0.2602 (0.2704) loss_cl: -0.2786 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [01:53:40.708757] Epoch: [372] [1540/2904] eta: 0:17:12 lr: 0.001434 loss: 0.1777 (0.1867) loss_rec_all: 0.2038 (0.2127) loss_rec_sfr: 0.2588 (0.2706) loss_cl: -0.2781 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [01:53:55.637837] Epoch: [372] [1560/2904] eta: 0:16:57 lr: 0.001434 loss: 0.1815 (0.1868) loss_rec_all: 0.2074 (0.2128) loss_rec_sfr: 0.2603 (0.2709) loss_cl: -0.2786 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [01:54:10.564613] Epoch: [372] [1580/2904] eta: 0:16:41 lr: 0.001434 loss: 0.1771 (0.1868) loss_rec_all: 0.2031 (0.2128) loss_rec_sfr: 0.2564 (0.2710) loss_cl: -0.2795 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [01:54:25.485451] Epoch: [372] [1600/2904] eta: 0:16:26 lr: 0.001434 loss: 0.1749 (0.1868) loss_rec_all: 0.2014 (0.2128) loss_rec_sfr: 0.2556 (0.2712) loss_cl: -0.2799 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [01:54:40.409976] Epoch: [372] [1620/2904] eta: 0:16:11 lr: 0.001434 loss: 0.1755 (0.1867) loss_rec_all: 0.2015 (0.2127) loss_rec_sfr: 0.2497 (0.2709) loss_cl: -0.2796 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [01:54:55.329060] Epoch: [372] [1640/2904] eta: 0:15:56 lr: 0.001434 loss: 0.1869 (0.1869) loss_rec_all: 0.2128 (0.2129) loss_rec_sfr: 0.2692 (0.2716) loss_cl: -0.2788 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [01:55:10.248987] Epoch: [372] [1660/2904] eta: 0:15:40 lr: 0.001434 loss: 0.1771 (0.1869) loss_rec_all: 0.2036 (0.2128) loss_rec_sfr: 0.2161 (0.2713) loss_cl: -0.2787 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [01:55:25.160409] Epoch: [372] [1680/2904] eta: 0:15:25 lr: 0.001434 loss: 0.1805 (0.1869) loss_rec_all: 0.2063 (0.2129) loss_rec_sfr: 0.2553 (0.2717) loss_cl: -0.2787 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [01:55:40.073866] Epoch: [372] [1700/2904] eta: 0:15:10 lr: 0.001434 loss: 0.1801 (0.1871) loss_rec_all: 0.2058 (0.2131) loss_rec_sfr: 0.2694 (0.2721) loss_cl: -0.2780 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [01:55:54.985299] Epoch: [372] [1720/2904] eta: 0:14:54 lr: 0.001434 loss: 0.1769 (0.1870) loss_rec_all: 0.2032 (0.2130) loss_rec_sfr: 0.2140 (0.2716) loss_cl: -0.2788 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [01:56:09.904159] Epoch: [372] [1740/2904] eta: 0:14:39 lr: 0.001434 loss: 0.1780 (0.1869) loss_rec_all: 0.2040 (0.2129) loss_rec_sfr: 0.2482 (0.2713) loss_cl: -0.2788 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [01:56:24.823883] Epoch: [372] [1760/2904] eta: 0:14:24 lr: 0.001434 loss: 0.1827 (0.1869) loss_rec_all: 0.2086 (0.2129) loss_rec_sfr: 0.2521 (0.2713) loss_cl: -0.2782 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [01:56:39.736882] Epoch: [372] [1780/2904] eta: 0:14:09 lr: 0.001434 loss: 0.1805 (0.1870) loss_rec_all: 0.2066 (0.2130) loss_rec_sfr: 0.2658 (0.2717) loss_cl: -0.2789 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [01:56:54.651017] Epoch: [372] [1800/2904] eta: 0:13:53 lr: 0.001434 loss: 0.1771 (0.1869) loss_rec_all: 0.2033 (0.2129) loss_rec_sfr: 0.2210 (0.2714) loss_cl: -0.2793 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [01:57:09.569991] Epoch: [372] [1820/2904] eta: 0:13:38 lr: 0.001433 loss: 0.1755 (0.1869) loss_rec_all: 0.2017 (0.2129) loss_rec_sfr: 0.2592 (0.2714) loss_cl: -0.2792 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [01:57:24.489084] Epoch: [372] [1840/2904] eta: 0:13:23 lr: 0.001433 loss: 0.1764 (0.1869) loss_rec_all: 0.2023 (0.2129) loss_rec_sfr: 0.2607 (0.2715) loss_cl: -0.2789 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [01:57:39.404841] Epoch: [372] [1860/2904] eta: 0:13:08 lr: 0.001433 loss: 0.1780 (0.1869) loss_rec_all: 0.2040 (0.2129) loss_rec_sfr: 0.2566 (0.2715) loss_cl: -0.2784 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [01:57:54.338320] Epoch: [372] [1880/2904] eta: 0:12:53 lr: 0.001433 loss: 0.1767 (0.1870) loss_rec_all: 0.2026 (0.2130) loss_rec_sfr: 0.2488 (0.2717) loss_cl: -0.2785 (-0.2789) time: 0.7466 data: 0.0002 max mem: 29860 [01:58:09.255154] Epoch: [372] [1900/2904] eta: 0:12:37 lr: 0.001433 loss: 0.1801 (0.1871) loss_rec_all: 0.2062 (0.2131) loss_rec_sfr: 0.2594 (0.2719) loss_cl: -0.2789 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [01:58:24.170869] Epoch: [372] [1920/2904] eta: 0:12:22 lr: 0.001433 loss: 0.1771 (0.1872) loss_rec_all: 0.2030 (0.2131) loss_rec_sfr: 0.2547 (0.2720) loss_cl: -0.2795 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [01:58:39.085359] Epoch: [372] [1940/2904] eta: 0:12:07 lr: 0.001433 loss: 0.1815 (0.1872) loss_rec_all: 0.2076 (0.2132) loss_rec_sfr: 0.2616 (0.2722) loss_cl: -0.2801 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [01:58:53.999258] Epoch: [372] [1960/2904] eta: 0:11:52 lr: 0.001433 loss: 0.1864 (0.1873) loss_rec_all: 0.2125 (0.2133) loss_rec_sfr: 0.2566 (0.2725) loss_cl: -0.2788 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [01:59:08.914433] Epoch: [372] [1980/2904] eta: 0:11:37 lr: 0.001433 loss: 0.1792 (0.1874) loss_rec_all: 0.2050 (0.2133) loss_rec_sfr: 0.2515 (0.2725) loss_cl: -0.2776 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [01:59:23.832900] Epoch: [372] [2000/2904] eta: 0:11:22 lr: 0.001433 loss: 0.1793 (0.1874) loss_rec_all: 0.2053 (0.2133) loss_rec_sfr: 0.2609 (0.2725) loss_cl: -0.2784 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [01:59:38.750345] Epoch: [372] [2020/2904] eta: 0:11:06 lr: 0.001433 loss: 0.1760 (0.1873) loss_rec_all: 0.2025 (0.2133) loss_rec_sfr: 0.2616 (0.2725) loss_cl: -0.2789 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [01:59:53.667499] Epoch: [372] [2040/2904] eta: 0:10:51 lr: 0.001433 loss: 0.1765 (0.1873) loss_rec_all: 0.2029 (0.2133) loss_rec_sfr: 0.2560 (0.2724) loss_cl: -0.2796 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [02:00:08.586008] Epoch: [372] [2060/2904] eta: 0:10:36 lr: 0.001433 loss: 0.1799 (0.1873) loss_rec_all: 0.2060 (0.2133) loss_rec_sfr: 0.2584 (0.2725) loss_cl: -0.2787 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [02:00:23.505362] Epoch: [372] [2080/2904] eta: 0:10:21 lr: 0.001433 loss: 0.1817 (0.1874) loss_rec_all: 0.2078 (0.2133) loss_rec_sfr: 0.2581 (0.2726) loss_cl: -0.2792 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [02:00:38.423022] Epoch: [372] [2100/2904] eta: 0:10:06 lr: 0.001433 loss: 0.1769 (0.1873) loss_rec_all: 0.2031 (0.2133) loss_rec_sfr: 0.2596 (0.2726) loss_cl: -0.2793 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [02:00:53.341081] Epoch: [372] [2120/2904] eta: 0:09:51 lr: 0.001433 loss: 0.1747 (0.1873) loss_rec_all: 0.2009 (0.2132) loss_rec_sfr: 0.2531 (0.2725) loss_cl: -0.2791 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [02:01:08.260644] Epoch: [372] [2140/2904] eta: 0:09:35 lr: 0.001433 loss: 0.1735 (0.1872) loss_rec_all: 0.1996 (0.2131) loss_rec_sfr: 0.2136 (0.2720) loss_cl: -0.2794 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [02:01:23.176116] Epoch: [372] [2160/2904] eta: 0:09:20 lr: 0.001433 loss: 0.1818 (0.1872) loss_rec_all: 0.2083 (0.2132) loss_rec_sfr: 0.2669 (0.2722) loss_cl: -0.2786 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [02:01:38.087932] Epoch: [372] [2180/2904] eta: 0:09:05 lr: 0.001433 loss: 0.1760 (0.1872) loss_rec_all: 0.2020 (0.2131) loss_rec_sfr: 0.2549 (0.2720) loss_cl: -0.2791 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [02:01:53.004011] Epoch: [372] [2200/2904] eta: 0:08:50 lr: 0.001433 loss: 0.1797 (0.1871) loss_rec_all: 0.2057 (0.2131) loss_rec_sfr: 0.2512 (0.2720) loss_cl: -0.2788 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [02:02:07.921570] Epoch: [372] [2220/2904] eta: 0:08:35 lr: 0.001433 loss: 0.1762 (0.1871) loss_rec_all: 0.2022 (0.2131) loss_rec_sfr: 0.2540 (0.2720) loss_cl: -0.2791 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [02:02:22.836597] Epoch: [372] [2240/2904] eta: 0:08:20 lr: 0.001433 loss: 0.1755 (0.1871) loss_rec_all: 0.2016 (0.2131) loss_rec_sfr: 0.2552 (0.2719) loss_cl: -0.2780 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [02:02:37.756536] Epoch: [372] [2260/2904] eta: 0:08:05 lr: 0.001433 loss: 0.1812 (0.1872) loss_rec_all: 0.2077 (0.2131) loss_rec_sfr: 0.2592 (0.2720) loss_cl: -0.2794 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [02:02:52.673578] Epoch: [372] [2280/2904] eta: 0:07:50 lr: 0.001433 loss: 0.1778 (0.1872) loss_rec_all: 0.2043 (0.2132) loss_rec_sfr: 0.2518 (0.2722) loss_cl: -0.2790 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [02:03:07.591238] Epoch: [372] [2300/2904] eta: 0:07:35 lr: 0.001433 loss: 0.1758 (0.1872) loss_rec_all: 0.2018 (0.2131) loss_rec_sfr: 0.2569 (0.2721) loss_cl: -0.2790 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [02:03:22.504565] Epoch: [372] [2320/2904] eta: 0:07:19 lr: 0.001433 loss: 0.1825 (0.1873) loss_rec_all: 0.2087 (0.2132) loss_rec_sfr: 0.2508 (0.2723) loss_cl: -0.2789 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [02:03:37.416701] Epoch: [372] [2340/2904] eta: 0:07:04 lr: 0.001433 loss: 0.1817 (0.1873) loss_rec_all: 0.2077 (0.2132) loss_rec_sfr: 0.2580 (0.2724) loss_cl: -0.2787 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [02:03:52.329497] Epoch: [372] [2360/2904] eta: 0:06:49 lr: 0.001433 loss: 0.1735 (0.1872) loss_rec_all: 0.1995 (0.2132) loss_rec_sfr: 0.2479 (0.2723) loss_cl: -0.2790 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [02:04:07.245447] Epoch: [372] [2380/2904] eta: 0:06:34 lr: 0.001433 loss: 0.1770 (0.1873) loss_rec_all: 0.2034 (0.2132) loss_rec_sfr: 0.2514 (0.2723) loss_cl: -0.2793 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [02:04:22.164788] Epoch: [372] [2400/2904] eta: 0:06:19 lr: 0.001433 loss: 0.1851 (0.1873) loss_rec_all: 0.2112 (0.2133) loss_rec_sfr: 0.2569 (0.2725) loss_cl: -0.2782 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [02:04:37.083520] Epoch: [372] [2420/2904] eta: 0:06:04 lr: 0.001432 loss: 0.1870 (0.1874) loss_rec_all: 0.2132 (0.2134) loss_rec_sfr: 0.2571 (0.2728) loss_cl: -0.2794 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [02:04:51.995812] Epoch: [372] [2440/2904] eta: 0:05:49 lr: 0.001432 loss: 0.1789 (0.1875) loss_rec_all: 0.2048 (0.2135) loss_rec_sfr: 0.2598 (0.2730) loss_cl: -0.2790 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [02:05:06.903807] Epoch: [372] [2460/2904] eta: 0:05:34 lr: 0.001432 loss: 0.1755 (0.1874) loss_rec_all: 0.2020 (0.2134) loss_rec_sfr: 0.2197 (0.2728) loss_cl: -0.2784 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [02:05:21.818272] Epoch: [372] [2480/2904] eta: 0:05:19 lr: 0.001432 loss: 0.1794 (0.1875) loss_rec_all: 0.2054 (0.2135) loss_rec_sfr: 0.2588 (0.2730) loss_cl: -0.2788 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [02:05:36.735397] Epoch: [372] [2500/2904] eta: 0:05:04 lr: 0.001432 loss: 0.1785 (0.1875) loss_rec_all: 0.2045 (0.2134) loss_rec_sfr: 0.2568 (0.2729) loss_cl: -0.2794 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [02:05:51.652577] Epoch: [372] [2520/2904] eta: 0:04:49 lr: 0.001432 loss: 0.1815 (0.1875) loss_rec_all: 0.2076 (0.2135) loss_rec_sfr: 0.2576 (0.2730) loss_cl: -0.2789 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [02:06:06.577041] Epoch: [372] [2540/2904] eta: 0:04:33 lr: 0.001432 loss: 0.1785 (0.1875) loss_rec_all: 0.2044 (0.2135) loss_rec_sfr: 0.2591 (0.2730) loss_cl: -0.2791 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [02:06:21.496722] Epoch: [372] [2560/2904] eta: 0:04:18 lr: 0.001432 loss: 0.1795 (0.1875) loss_rec_all: 0.2059 (0.2135) loss_rec_sfr: 0.2619 (0.2730) loss_cl: -0.2790 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [02:06:36.418208] Epoch: [372] [2580/2904] eta: 0:04:03 lr: 0.001432 loss: 0.1795 (0.1876) loss_rec_all: 0.2058 (0.2135) loss_rec_sfr: 0.2580 (0.2731) loss_cl: -0.2791 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [02:06:51.332585] Epoch: [372] [2600/2904] eta: 0:03:48 lr: 0.001432 loss: 0.1748 (0.1875) loss_rec_all: 0.2012 (0.2135) loss_rec_sfr: 0.2523 (0.2731) loss_cl: -0.2787 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [02:07:06.244974] Epoch: [372] [2620/2904] eta: 0:03:33 lr: 0.001432 loss: 0.1747 (0.1875) loss_rec_all: 0.2012 (0.2135) loss_rec_sfr: 0.2108 (0.2729) loss_cl: -0.2792 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [02:07:21.157027] Epoch: [372] [2640/2904] eta: 0:03:18 lr: 0.001432 loss: 0.1783 (0.1875) loss_rec_all: 0.2043 (0.2135) loss_rec_sfr: 0.2437 (0.2728) loss_cl: -0.2796 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [02:07:36.070863] Epoch: [372] [2660/2904] eta: 0:03:03 lr: 0.001432 loss: 0.1784 (0.1875) loss_rec_all: 0.2046 (0.2135) loss_rec_sfr: 0.2682 (0.2728) loss_cl: -0.2802 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [02:07:50.988175] Epoch: [372] [2680/2904] eta: 0:02:48 lr: 0.001432 loss: 0.1797 (0.1875) loss_rec_all: 0.2058 (0.2135) loss_rec_sfr: 0.2562 (0.2728) loss_cl: -0.2792 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [02:08:05.910065] Epoch: [372] [2700/2904] eta: 0:02:33 lr: 0.001432 loss: 0.1769 (0.1875) loss_rec_all: 0.2035 (0.2134) loss_rec_sfr: 0.2380 (0.2727) loss_cl: -0.2786 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [02:08:20.829768] Epoch: [372] [2720/2904] eta: 0:02:18 lr: 0.001432 loss: 0.1783 (0.1874) loss_rec_all: 0.2047 (0.2134) loss_rec_sfr: 0.2519 (0.2725) loss_cl: -0.2792 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [02:08:35.747076] Epoch: [372] [2740/2904] eta: 0:02:03 lr: 0.001432 loss: 0.1758 (0.1874) loss_rec_all: 0.2023 (0.2134) loss_rec_sfr: 0.2546 (0.2724) loss_cl: -0.2792 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [02:08:50.663700] Epoch: [372] [2760/2904] eta: 0:01:48 lr: 0.001432 loss: 0.1789 (0.1874) loss_rec_all: 0.2047 (0.2134) loss_rec_sfr: 0.2607 (0.2725) loss_cl: -0.2798 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [02:09:05.583168] Epoch: [372] [2780/2904] eta: 0:01:33 lr: 0.001432 loss: 0.1780 (0.1874) loss_rec_all: 0.2042 (0.2134) loss_rec_sfr: 0.2577 (0.2725) loss_cl: -0.2802 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [02:09:20.504147] Epoch: [372] [2800/2904] eta: 0:01:18 lr: 0.001432 loss: 0.1778 (0.1874) loss_rec_all: 0.2039 (0.2133) loss_rec_sfr: 0.2566 (0.2724) loss_cl: -0.2793 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [02:09:35.426198] Epoch: [372] [2820/2904] eta: 0:01:03 lr: 0.001432 loss: 0.1764 (0.1873) loss_rec_all: 0.2030 (0.2133) loss_rec_sfr: 0.2181 (0.2722) loss_cl: -0.2797 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [02:09:50.374535] Epoch: [372] [2840/2904] eta: 0:00:48 lr: 0.001432 loss: 0.1770 (0.1874) loss_rec_all: 0.2033 (0.2134) loss_rec_sfr: 0.2574 (0.2725) loss_cl: -0.2790 (-0.2789) time: 0.7474 data: 0.0023 max mem: 29860 [02:10:05.280890] Epoch: [372] [2860/2904] eta: 0:00:33 lr: 0.001432 loss: 0.1772 (0.1874) loss_rec_all: 0.2032 (0.2134) loss_rec_sfr: 0.2550 (0.2724) loss_cl: -0.2786 (-0.2789) time: 0.7453 data: 0.0001 max mem: 29860 [02:10:20.175396] Epoch: [372] [2880/2904] eta: 0:00:18 lr: 0.001432 loss: 0.1821 (0.1874) loss_rec_all: 0.2083 (0.2134) loss_rec_sfr: 0.2648 (0.2726) loss_cl: -0.2789 (-0.2789) time: 0.7447 data: 0.0001 max mem: 29860 [02:10:35.077104] Epoch: [372] [2900/2904] eta: 0:00:03 lr: 0.001432 loss: 0.1778 (0.1875) loss_rec_all: 0.2039 (0.2135) loss_rec_sfr: 0.2564 (0.2727) loss_cl: -0.2795 (-0.2789) time: 0.7450 data: 0.0001 max mem: 29860 [02:10:37.318829] Epoch: [372] [2903/2904] eta: 0:00:00 lr: 0.001432 loss: 0.1767 (0.1875) loss_rec_all: 0.2031 (0.2135) loss_rec_sfr: 0.2281 (0.2728) loss_cl: -0.2792 (-0.2789) time: 0.7450 data: 0.0001 max mem: 29860 [02:10:39.380358] Epoch: [372] Total time: 0:36:25 (0.7525 s / it) [02:10:39.388034] Averaged stats: lr: 0.001432 loss: 0.1767 (0.1905) loss_rec_all: 0.2031 (0.2141) loss_rec_sfr: 0.2281 (0.2749) loss_cl: -0.2792 (-0.2556) [02:10:39.393362] log_dir: ./checkpoint/VF2_ViT-B [02:10:56.051343] Epoch: [373] [ 0/2904] eta: 13:26:12 lr: 0.001432 loss: 0.1820 (0.1820) loss_rec_all: 0.2082 (0.2082) loss_rec_sfr: 0.2512 (0.2512) loss_cl: -0.2789 (-0.2789) time: 16.6572 data: 11.4517 max mem: 29860 [02:11:12.098827] Epoch: [373] [ 20/2904] eta: 1:14:51 lr: 0.001432 loss: 0.1777 (0.1859) loss_rec_all: 0.2038 (0.2119) loss_rec_sfr: 0.2506 (0.2665) loss_cl: -0.2791 (-0.2787) time: 0.8023 data: 0.0324 max mem: 29860 [02:11:26.983385] Epoch: [373] [ 40/2904] eta: 0:55:24 lr: 0.001432 loss: 0.1761 (0.1845) loss_rec_all: 0.2020 (0.2106) loss_rec_sfr: 0.2335 (0.2605) loss_cl: -0.2792 (-0.2788) time: 0.7442 data: 0.0002 max mem: 29860 [02:11:41.876892] Epoch: [373] [ 60/2904] eta: 0:48:33 lr: 0.001432 loss: 0.1803 (0.1862) loss_rec_all: 0.2063 (0.2122) loss_rec_sfr: 0.2547 (0.2629) loss_cl: -0.2783 (-0.2786) time: 0.7446 data: 0.0002 max mem: 29860 [02:11:56.799309] Epoch: [373] [ 80/2904] eta: 0:44:58 lr: 0.001432 loss: 0.1799 (0.1874) loss_rec_all: 0.2060 (0.2134) loss_rec_sfr: 0.2644 (0.2688) loss_cl: -0.2790 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [02:12:11.712577] Epoch: [373] [ 100/2904] eta: 0:42:42 lr: 0.001432 loss: 0.1786 (0.1881) loss_rec_all: 0.2052 (0.2141) loss_rec_sfr: 0.2593 (0.2710) loss_cl: -0.2795 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [02:12:26.633012] Epoch: [373] [ 120/2904] eta: 0:41:07 lr: 0.001431 loss: 0.1802 (0.1889) loss_rec_all: 0.2062 (0.2149) loss_rec_sfr: 0.2564 (0.2744) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [02:12:41.562174] Epoch: [373] [ 140/2904] eta: 0:39:54 lr: 0.001431 loss: 0.1767 (0.1874) loss_rec_all: 0.2029 (0.2134) loss_rec_sfr: 0.2454 (0.2684) loss_cl: -0.2786 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [02:12:56.502401] Epoch: [373] [ 160/2904] eta: 0:38:56 lr: 0.001431 loss: 0.1779 (0.1864) loss_rec_all: 0.2039 (0.2124) loss_rec_sfr: 0.2619 (0.2656) loss_cl: -0.2789 (-0.2788) time: 0.7470 data: 0.0002 max mem: 29860 [02:13:11.428678] Epoch: [373] [ 180/2904] eta: 0:38:07 lr: 0.001431 loss: 0.1741 (0.1855) loss_rec_all: 0.2001 (0.2116) loss_rec_sfr: 0.2516 (0.2635) loss_cl: -0.2792 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [02:13:26.354323] Epoch: [373] [ 200/2904] eta: 0:37:25 lr: 0.001431 loss: 0.1743 (0.1850) loss_rec_all: 0.2004 (0.2111) loss_rec_sfr: 0.2495 (0.2622) loss_cl: -0.2787 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [02:13:41.276251] Epoch: [373] [ 220/2904] eta: 0:36:48 lr: 0.001431 loss: 0.1749 (0.1863) loss_rec_all: 0.2015 (0.2123) loss_rec_sfr: 0.2637 (0.2677) loss_cl: -0.2790 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [02:13:56.200194] Epoch: [373] [ 240/2904] eta: 0:36:15 lr: 0.001431 loss: 0.1783 (0.1866) loss_rec_all: 0.2048 (0.2126) loss_rec_sfr: 0.2535 (0.2685) loss_cl: -0.2787 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [02:14:11.148082] Epoch: [373] [ 260/2904] eta: 0:35:45 lr: 0.001431 loss: 0.1745 (0.1862) loss_rec_all: 0.2007 (0.2122) loss_rec_sfr: 0.2404 (0.2668) loss_cl: -0.2789 (-0.2788) time: 0.7474 data: 0.0002 max mem: 29860 [02:14:26.084272] Epoch: [373] [ 280/2904] eta: 0:35:16 lr: 0.001431 loss: 0.1780 (0.1864) loss_rec_all: 0.2040 (0.2125) loss_rec_sfr: 0.2544 (0.2677) loss_cl: -0.2796 (-0.2789) time: 0.7468 data: 0.0002 max mem: 29860 [02:14:41.001900] Epoch: [373] [ 300/2904] eta: 0:34:50 lr: 0.001431 loss: 0.1776 (0.1869) loss_rec_all: 0.2036 (0.2129) loss_rec_sfr: 0.2660 (0.2707) loss_cl: -0.2787 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [02:14:55.915785] Epoch: [373] [ 320/2904] eta: 0:34:24 lr: 0.001431 loss: 0.1731 (0.1867) loss_rec_all: 0.1995 (0.2127) loss_rec_sfr: 0.2591 (0.2707) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [02:15:10.836293] Epoch: [373] [ 340/2904] eta: 0:34:00 lr: 0.001431 loss: 0.1770 (0.1864) loss_rec_all: 0.2032 (0.2124) loss_rec_sfr: 0.2539 (0.2699) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [02:15:25.762304] Epoch: [373] [ 360/2904] eta: 0:33:37 lr: 0.001431 loss: 0.1791 (0.1866) loss_rec_all: 0.2052 (0.2125) loss_rec_sfr: 0.2585 (0.2704) loss_cl: -0.2795 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [02:15:40.695894] Epoch: [373] [ 380/2904] eta: 0:33:15 lr: 0.001431 loss: 0.1748 (0.1863) loss_rec_all: 0.2014 (0.2123) loss_rec_sfr: 0.2504 (0.2695) loss_cl: -0.2799 (-0.2789) time: 0.7466 data: 0.0002 max mem: 29860 [02:15:55.622106] Epoch: [373] [ 400/2904] eta: 0:32:54 lr: 0.001431 loss: 0.1756 (0.1861) loss_rec_all: 0.2019 (0.2122) loss_rec_sfr: 0.2514 (0.2690) loss_cl: -0.2789 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [02:16:10.547827] Epoch: [373] [ 420/2904] eta: 0:32:33 lr: 0.001431 loss: 0.1756 (0.1861) loss_rec_all: 0.2018 (0.2121) loss_rec_sfr: 0.2488 (0.2684) loss_cl: -0.2780 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [02:16:25.467714] Epoch: [373] [ 440/2904] eta: 0:32:13 lr: 0.001431 loss: 0.1748 (0.1860) loss_rec_all: 0.2012 (0.2120) loss_rec_sfr: 0.2471 (0.2681) loss_cl: -0.2780 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [02:16:40.398163] Epoch: [373] [ 460/2904] eta: 0:31:53 lr: 0.001431 loss: 0.1799 (0.1860) loss_rec_all: 0.2059 (0.2120) loss_rec_sfr: 0.2580 (0.2682) loss_cl: -0.2790 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [02:16:55.319690] Epoch: [373] [ 480/2904] eta: 0:31:34 lr: 0.001431 loss: 0.1728 (0.1856) loss_rec_all: 0.1991 (0.2117) loss_rec_sfr: 0.2551 (0.2674) loss_cl: -0.2800 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [02:17:10.244448] Epoch: [373] [ 500/2904] eta: 0:31:15 lr: 0.001431 loss: 0.1722 (0.1854) loss_rec_all: 0.1987 (0.2114) loss_rec_sfr: 0.2255 (0.2662) loss_cl: -0.2796 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [02:17:25.161303] Epoch: [373] [ 520/2904] eta: 0:30:56 lr: 0.001431 loss: 0.1770 (0.1854) loss_rec_all: 0.2032 (0.2114) loss_rec_sfr: 0.2398 (0.2657) loss_cl: -0.2791 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [02:17:40.078226] Epoch: [373] [ 540/2904] eta: 0:30:38 lr: 0.001431 loss: 0.1731 (0.1852) loss_rec_all: 0.1991 (0.2112) loss_rec_sfr: 0.2263 (0.2650) loss_cl: -0.2789 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [02:17:54.998931] Epoch: [373] [ 560/2904] eta: 0:30:19 lr: 0.001431 loss: 0.1766 (0.1854) loss_rec_all: 0.2030 (0.2114) loss_rec_sfr: 0.2574 (0.2657) loss_cl: -0.2796 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [02:18:09.916048] Epoch: [373] [ 580/2904] eta: 0:30:01 lr: 0.001431 loss: 0.1805 (0.1855) loss_rec_all: 0.2067 (0.2116) loss_rec_sfr: 0.2563 (0.2664) loss_cl: -0.2794 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [02:18:24.828062] Epoch: [373] [ 600/2904] eta: 0:29:44 lr: 0.001431 loss: 0.1758 (0.1856) loss_rec_all: 0.2019 (0.2116) loss_rec_sfr: 0.2607 (0.2668) loss_cl: -0.2793 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [02:18:39.744537] Epoch: [373] [ 620/2904] eta: 0:29:26 lr: 0.001431 loss: 0.1787 (0.1858) loss_rec_all: 0.2048 (0.2118) loss_rec_sfr: 0.2559 (0.2672) loss_cl: -0.2793 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [02:18:54.657826] Epoch: [373] [ 640/2904] eta: 0:29:09 lr: 0.001431 loss: 0.1768 (0.1859) loss_rec_all: 0.2029 (0.2119) loss_rec_sfr: 0.2489 (0.2678) loss_cl: -0.2789 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [02:19:09.575168] Epoch: [373] [ 660/2904] eta: 0:28:51 lr: 0.001431 loss: 0.1794 (0.1860) loss_rec_all: 0.2055 (0.2120) loss_rec_sfr: 0.2659 (0.2681) loss_cl: -0.2786 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [02:19:24.497833] Epoch: [373] [ 680/2904] eta: 0:28:34 lr: 0.001431 loss: 0.1759 (0.1860) loss_rec_all: 0.2022 (0.2120) loss_rec_sfr: 0.2575 (0.2684) loss_cl: -0.2785 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [02:19:39.423130] Epoch: [373] [ 700/2904] eta: 0:28:17 lr: 0.001431 loss: 0.1796 (0.1861) loss_rec_all: 0.2060 (0.2121) loss_rec_sfr: 0.2513 (0.2686) loss_cl: -0.2785 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [02:19:54.345949] Epoch: [373] [ 720/2904] eta: 0:28:00 lr: 0.001430 loss: 0.1760 (0.1860) loss_rec_all: 0.2019 (0.2120) loss_rec_sfr: 0.2532 (0.2684) loss_cl: -0.2781 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [02:20:09.260724] Epoch: [373] [ 740/2904] eta: 0:27:44 lr: 0.001430 loss: 0.1766 (0.1859) loss_rec_all: 0.2029 (0.2119) loss_rec_sfr: 0.2539 (0.2681) loss_cl: -0.2802 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [02:20:24.183563] Epoch: [373] [ 760/2904] eta: 0:27:27 lr: 0.001430 loss: 0.1759 (0.1860) loss_rec_all: 0.2022 (0.2120) loss_rec_sfr: 0.2548 (0.2684) loss_cl: -0.2790 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [02:20:39.112874] Epoch: [373] [ 780/2904] eta: 0:27:10 lr: 0.001430 loss: 0.1781 (0.1861) loss_rec_all: 0.2042 (0.2121) loss_rec_sfr: 0.2497 (0.2687) loss_cl: -0.2793 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [02:20:54.038765] Epoch: [373] [ 800/2904] eta: 0:26:54 lr: 0.001430 loss: 0.1756 (0.1859) loss_rec_all: 0.2021 (0.2119) loss_rec_sfr: 0.2575 (0.2683) loss_cl: -0.2788 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [02:21:08.960452] Epoch: [373] [ 820/2904] eta: 0:26:37 lr: 0.001430 loss: 0.1759 (0.1858) loss_rec_all: 0.2021 (0.2118) loss_rec_sfr: 0.2649 (0.2683) loss_cl: -0.2794 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [02:21:23.877789] Epoch: [373] [ 840/2904] eta: 0:26:21 lr: 0.001430 loss: 0.1753 (0.1856) loss_rec_all: 0.2013 (0.2116) loss_rec_sfr: 0.2469 (0.2674) loss_cl: -0.2792 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [02:21:38.797305] Epoch: [373] [ 860/2904] eta: 0:26:05 lr: 0.001430 loss: 0.1762 (0.1857) loss_rec_all: 0.2024 (0.2117) loss_rec_sfr: 0.2611 (0.2679) loss_cl: -0.2791 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [02:21:53.713943] Epoch: [373] [ 880/2904] eta: 0:25:49 lr: 0.001430 loss: 0.1778 (0.1859) loss_rec_all: 0.2043 (0.2119) loss_rec_sfr: 0.2577 (0.2684) loss_cl: -0.2789 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [02:22:08.639358] Epoch: [373] [ 900/2904] eta: 0:25:32 lr: 0.001430 loss: 0.1784 (0.1858) loss_rec_all: 0.2047 (0.2119) loss_rec_sfr: 0.2537 (0.2684) loss_cl: -0.2794 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [02:22:23.566546] Epoch: [373] [ 920/2904] eta: 0:25:16 lr: 0.001430 loss: 0.1770 (0.1858) loss_rec_all: 0.2033 (0.2118) loss_rec_sfr: 0.2192 (0.2679) loss_cl: -0.2793 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [02:22:38.496896] Epoch: [373] [ 940/2904] eta: 0:25:00 lr: 0.001430 loss: 0.1801 (0.1857) loss_rec_all: 0.2062 (0.2118) loss_rec_sfr: 0.2585 (0.2678) loss_cl: -0.2795 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [02:22:53.419961] Epoch: [373] [ 960/2904] eta: 0:24:44 lr: 0.001430 loss: 0.1747 (0.1857) loss_rec_all: 0.2014 (0.2117) loss_rec_sfr: 0.2558 (0.2676) loss_cl: -0.2794 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [02:23:08.344034] Epoch: [373] [ 980/2904] eta: 0:24:28 lr: 0.001430 loss: 0.1733 (0.1856) loss_rec_all: 0.1996 (0.2116) loss_rec_sfr: 0.2534 (0.2671) loss_cl: -0.2794 (-0.2790) time: 0.7462 data: 0.0002 max mem: 29860 [02:23:23.265129] Epoch: [373] [1000/2904] eta: 0:24:12 lr: 0.001430 loss: 0.1856 (0.1858) loss_rec_all: 0.2116 (0.2118) loss_rec_sfr: 0.2626 (0.2679) loss_cl: -0.2773 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [02:23:38.190566] Epoch: [373] [1020/2904] eta: 0:23:56 lr: 0.001430 loss: 0.1859 (0.1860) loss_rec_all: 0.2119 (0.2120) loss_rec_sfr: 0.2616 (0.2687) loss_cl: -0.2780 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [02:23:53.114398] Epoch: [373] [1040/2904] eta: 0:23:41 lr: 0.001430 loss: 0.1769 (0.1861) loss_rec_all: 0.2030 (0.2121) loss_rec_sfr: 0.2639 (0.2691) loss_cl: -0.2789 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [02:24:08.032722] Epoch: [373] [1060/2904] eta: 0:23:25 lr: 0.001430 loss: 0.1730 (0.1860) loss_rec_all: 0.1996 (0.2121) loss_rec_sfr: 0.2462 (0.2689) loss_cl: -0.2789 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [02:24:22.956090] Epoch: [373] [1080/2904] eta: 0:23:09 lr: 0.001430 loss: 0.1763 (0.1860) loss_rec_all: 0.2023 (0.2120) loss_rec_sfr: 0.2511 (0.2688) loss_cl: -0.2790 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [02:24:37.876866] Epoch: [373] [1100/2904] eta: 0:22:53 lr: 0.001430 loss: 0.1818 (0.1862) loss_rec_all: 0.2080 (0.2122) loss_rec_sfr: 0.2551 (0.2694) loss_cl: -0.2790 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [02:24:52.791701] Epoch: [373] [1120/2904] eta: 0:22:38 lr: 0.001430 loss: 0.1818 (0.1864) loss_rec_all: 0.2082 (0.2124) loss_rec_sfr: 0.2531 (0.2701) loss_cl: -0.2792 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [02:25:07.709633] Epoch: [373] [1140/2904] eta: 0:22:22 lr: 0.001430 loss: 0.1787 (0.1864) loss_rec_all: 0.2049 (0.2124) loss_rec_sfr: 0.2572 (0.2701) loss_cl: -0.2791 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [02:25:22.623400] Epoch: [373] [1160/2904] eta: 0:22:06 lr: 0.001430 loss: 0.1783 (0.1864) loss_rec_all: 0.2048 (0.2124) loss_rec_sfr: 0.2529 (0.2701) loss_cl: -0.2783 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [02:25:37.535163] Epoch: [373] [1180/2904] eta: 0:21:51 lr: 0.001430 loss: 0.1745 (0.1863) loss_rec_all: 0.2004 (0.2123) loss_rec_sfr: 0.2570 (0.2699) loss_cl: -0.2789 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [02:25:52.453840] Epoch: [373] [1200/2904] eta: 0:21:35 lr: 0.001430 loss: 0.1770 (0.1863) loss_rec_all: 0.2036 (0.2123) loss_rec_sfr: 0.2561 (0.2699) loss_cl: -0.2799 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [02:26:07.353542] Epoch: [373] [1220/2904] eta: 0:21:19 lr: 0.001430 loss: 0.1852 (0.1864) loss_rec_all: 0.2115 (0.2124) loss_rec_sfr: 0.2579 (0.2704) loss_cl: -0.2793 (-0.2789) time: 0.7449 data: 0.0002 max mem: 29860 [02:26:22.271714] Epoch: [373] [1240/2904] eta: 0:21:04 lr: 0.001430 loss: 0.1772 (0.1865) loss_rec_all: 0.2035 (0.2125) loss_rec_sfr: 0.2633 (0.2707) loss_cl: -0.2790 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [02:26:37.187185] Epoch: [373] [1260/2904] eta: 0:20:48 lr: 0.001430 loss: 0.1819 (0.1866) loss_rec_all: 0.2079 (0.2125) loss_rec_sfr: 0.2603 (0.2709) loss_cl: -0.2785 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [02:26:52.106074] Epoch: [373] [1280/2904] eta: 0:20:33 lr: 0.001430 loss: 0.1752 (0.1865) loss_rec_all: 0.2017 (0.2125) loss_rec_sfr: 0.2417 (0.2704) loss_cl: -0.2780 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [02:27:07.034769] Epoch: [373] [1300/2904] eta: 0:20:17 lr: 0.001429 loss: 0.1745 (0.1863) loss_rec_all: 0.2009 (0.2123) loss_rec_sfr: 0.2546 (0.2702) loss_cl: -0.2797 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [02:27:21.959457] Epoch: [373] [1320/2904] eta: 0:20:02 lr: 0.001429 loss: 0.1797 (0.1863) loss_rec_all: 0.2059 (0.2123) loss_rec_sfr: 0.2620 (0.2702) loss_cl: -0.2800 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [02:27:36.876404] Epoch: [373] [1340/2904] eta: 0:19:46 lr: 0.001429 loss: 0.1763 (0.1863) loss_rec_all: 0.2025 (0.2123) loss_rec_sfr: 0.2560 (0.2701) loss_cl: -0.2786 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [02:27:51.790156] Epoch: [373] [1360/2904] eta: 0:19:31 lr: 0.001429 loss: 0.1809 (0.1865) loss_rec_all: 0.2070 (0.2125) loss_rec_sfr: 0.2736 (0.2710) loss_cl: -0.2779 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [02:28:06.706363] Epoch: [373] [1380/2904] eta: 0:19:15 lr: 0.001429 loss: 0.1772 (0.1866) loss_rec_all: 0.2036 (0.2126) loss_rec_sfr: 0.2541 (0.2713) loss_cl: -0.2787 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [02:28:21.618099] Epoch: [373] [1400/2904] eta: 0:19:00 lr: 0.001429 loss: 0.1810 (0.1867) loss_rec_all: 0.2071 (0.2127) loss_rec_sfr: 0.2578 (0.2715) loss_cl: -0.2788 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [02:28:36.532267] Epoch: [373] [1420/2904] eta: 0:18:44 lr: 0.001429 loss: 0.1772 (0.1866) loss_rec_all: 0.2036 (0.2126) loss_rec_sfr: 0.2541 (0.2713) loss_cl: -0.2791 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [02:28:51.449019] Epoch: [373] [1440/2904] eta: 0:18:29 lr: 0.001429 loss: 0.1750 (0.1866) loss_rec_all: 0.2012 (0.2126) loss_rec_sfr: 0.2584 (0.2713) loss_cl: -0.2791 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [02:29:06.363336] Epoch: [373] [1460/2904] eta: 0:18:14 lr: 0.001429 loss: 0.1783 (0.1867) loss_rec_all: 0.2045 (0.2127) loss_rec_sfr: 0.2477 (0.2714) loss_cl: -0.2795 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [02:29:21.279419] Epoch: [373] [1480/2904] eta: 0:17:58 lr: 0.001429 loss: 0.1751 (0.1866) loss_rec_all: 0.2011 (0.2126) loss_rec_sfr: 0.2522 (0.2713) loss_cl: -0.2789 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [02:29:36.192023] Epoch: [373] [1500/2904] eta: 0:17:43 lr: 0.001429 loss: 0.1796 (0.1866) loss_rec_all: 0.2058 (0.2126) loss_rec_sfr: 0.2479 (0.2712) loss_cl: -0.2786 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [02:29:51.100355] Epoch: [373] [1520/2904] eta: 0:17:27 lr: 0.001429 loss: 0.1760 (0.1865) loss_rec_all: 0.2025 (0.2125) loss_rec_sfr: 0.2192 (0.2706) loss_cl: -0.2788 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [02:30:06.014941] Epoch: [373] [1540/2904] eta: 0:17:12 lr: 0.001429 loss: 0.1755 (0.1865) loss_rec_all: 0.2020 (0.2125) loss_rec_sfr: 0.2241 (0.2703) loss_cl: -0.2792 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [02:30:20.927951] Epoch: [373] [1560/2904] eta: 0:16:57 lr: 0.001429 loss: 0.1783 (0.1864) loss_rec_all: 0.2044 (0.2124) loss_rec_sfr: 0.2518 (0.2703) loss_cl: -0.2790 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [02:30:35.834653] Epoch: [373] [1580/2904] eta: 0:16:41 lr: 0.001429 loss: 0.1803 (0.1865) loss_rec_all: 0.2066 (0.2125) loss_rec_sfr: 0.2577 (0.2706) loss_cl: -0.2790 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [02:30:50.743421] Epoch: [373] [1600/2904] eta: 0:16:26 lr: 0.001429 loss: 0.1785 (0.1865) loss_rec_all: 0.2045 (0.2125) loss_rec_sfr: 0.2586 (0.2705) loss_cl: -0.2796 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [02:31:05.655490] Epoch: [373] [1620/2904] eta: 0:16:11 lr: 0.001429 loss: 0.1770 (0.1866) loss_rec_all: 0.2028 (0.2126) loss_rec_sfr: 0.2607 (0.2708) loss_cl: -0.2784 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [02:31:20.568029] Epoch: [373] [1640/2904] eta: 0:15:55 lr: 0.001429 loss: 0.1784 (0.1865) loss_rec_all: 0.2043 (0.2125) loss_rec_sfr: 0.2568 (0.2706) loss_cl: -0.2782 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [02:31:35.479373] Epoch: [373] [1660/2904] eta: 0:15:40 lr: 0.001429 loss: 0.1744 (0.1865) loss_rec_all: 0.2005 (0.2125) loss_rec_sfr: 0.2618 (0.2707) loss_cl: -0.2777 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [02:31:50.389159] Epoch: [373] [1680/2904] eta: 0:15:25 lr: 0.001429 loss: 0.1788 (0.1866) loss_rec_all: 0.2051 (0.2126) loss_rec_sfr: 0.2509 (0.2709) loss_cl: -0.2780 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [02:32:05.310324] Epoch: [373] [1700/2904] eta: 0:15:10 lr: 0.001429 loss: 0.1762 (0.1866) loss_rec_all: 0.2022 (0.2126) loss_rec_sfr: 0.2601 (0.2711) loss_cl: -0.2790 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [02:32:20.231378] Epoch: [373] [1720/2904] eta: 0:14:54 lr: 0.001429 loss: 0.1760 (0.1866) loss_rec_all: 0.2020 (0.2126) loss_rec_sfr: 0.2249 (0.2708) loss_cl: -0.2791 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [02:32:35.153840] Epoch: [373] [1740/2904] eta: 0:14:39 lr: 0.001429 loss: 0.1803 (0.1866) loss_rec_all: 0.2063 (0.2126) loss_rec_sfr: 0.2498 (0.2708) loss_cl: -0.2797 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [02:32:50.065014] Epoch: [373] [1760/2904] eta: 0:14:24 lr: 0.001429 loss: 0.1779 (0.1866) loss_rec_all: 0.2042 (0.2126) loss_rec_sfr: 0.2588 (0.2711) loss_cl: -0.2790 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [02:33:04.975853] Epoch: [373] [1780/2904] eta: 0:14:09 lr: 0.001429 loss: 0.1754 (0.1866) loss_rec_all: 0.2019 (0.2126) loss_rec_sfr: 0.2540 (0.2708) loss_cl: -0.2789 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [02:33:19.888720] Epoch: [373] [1800/2904] eta: 0:13:53 lr: 0.001429 loss: 0.1764 (0.1866) loss_rec_all: 0.2026 (0.2126) loss_rec_sfr: 0.2570 (0.2708) loss_cl: -0.2787 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [02:33:34.799887] Epoch: [373] [1820/2904] eta: 0:13:38 lr: 0.001429 loss: 0.1766 (0.1865) loss_rec_all: 0.2030 (0.2125) loss_rec_sfr: 0.2557 (0.2705) loss_cl: -0.2792 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [02:33:49.713706] Epoch: [373] [1840/2904] eta: 0:13:23 lr: 0.001429 loss: 0.1785 (0.1865) loss_rec_all: 0.2043 (0.2125) loss_rec_sfr: 0.2620 (0.2707) loss_cl: -0.2792 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [02:34:04.620025] Epoch: [373] [1860/2904] eta: 0:13:08 lr: 0.001429 loss: 0.1854 (0.1867) loss_rec_all: 0.2115 (0.2127) loss_rec_sfr: 0.2607 (0.2712) loss_cl: -0.2786 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [02:34:19.530336] Epoch: [373] [1880/2904] eta: 0:12:53 lr: 0.001429 loss: 0.1770 (0.1867) loss_rec_all: 0.2031 (0.2127) loss_rec_sfr: 0.2512 (0.2713) loss_cl: -0.2789 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [02:34:34.446590] Epoch: [373] [1900/2904] eta: 0:12:37 lr: 0.001428 loss: 0.1741 (0.1867) loss_rec_all: 0.2002 (0.2127) loss_rec_sfr: 0.2509 (0.2712) loss_cl: -0.2788 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [02:34:49.362303] Epoch: [373] [1920/2904] eta: 0:12:22 lr: 0.001428 loss: 0.1807 (0.1868) loss_rec_all: 0.2068 (0.2128) loss_rec_sfr: 0.2589 (0.2718) loss_cl: -0.2786 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [02:35:04.280076] Epoch: [373] [1940/2904] eta: 0:12:07 lr: 0.001428 loss: 0.1814 (0.1870) loss_rec_all: 0.2074 (0.2130) loss_rec_sfr: 0.2568 (0.2722) loss_cl: -0.2784 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [02:35:19.195587] Epoch: [373] [1960/2904] eta: 0:11:52 lr: 0.001428 loss: 0.1751 (0.1869) loss_rec_all: 0.2011 (0.2129) loss_rec_sfr: 0.2558 (0.2723) loss_cl: -0.2790 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [02:35:34.117512] Epoch: [373] [1980/2904] eta: 0:11:37 lr: 0.001428 loss: 0.1782 (0.1869) loss_rec_all: 0.2043 (0.2129) loss_rec_sfr: 0.2551 (0.2722) loss_cl: -0.2789 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [02:35:49.035781] Epoch: [373] [2000/2904] eta: 0:11:21 lr: 0.001428 loss: 0.1767 (0.1869) loss_rec_all: 0.2029 (0.2129) loss_rec_sfr: 0.2600 (0.2724) loss_cl: -0.2790 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [02:36:03.946671] Epoch: [373] [2020/2904] eta: 0:11:06 lr: 0.001428 loss: 0.1787 (0.1869) loss_rec_all: 0.2049 (0.2129) loss_rec_sfr: 0.2515 (0.2723) loss_cl: -0.2792 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [02:36:18.859746] Epoch: [373] [2040/2904] eta: 0:10:51 lr: 0.001428 loss: 0.1816 (0.1870) loss_rec_all: 0.2075 (0.2130) loss_rec_sfr: 0.2542 (0.2725) loss_cl: -0.2791 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [02:36:33.777170] Epoch: [373] [2060/2904] eta: 0:10:36 lr: 0.001428 loss: 0.1770 (0.1870) loss_rec_all: 0.2032 (0.2130) loss_rec_sfr: 0.2561 (0.2725) loss_cl: -0.2790 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [02:36:48.691866] Epoch: [373] [2080/2904] eta: 0:10:21 lr: 0.001428 loss: 0.1747 (0.1870) loss_rec_all: 0.2009 (0.2130) loss_rec_sfr: 0.2484 (0.2724) loss_cl: -0.2786 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [02:37:03.605145] Epoch: [373] [2100/2904] eta: 0:10:06 lr: 0.001428 loss: 0.1776 (0.1870) loss_rec_all: 0.2036 (0.2130) loss_rec_sfr: 0.2623 (0.2724) loss_cl: -0.2787 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [02:37:18.524230] Epoch: [373] [2120/2904] eta: 0:09:51 lr: 0.001428 loss: 0.1764 (0.1870) loss_rec_all: 0.2025 (0.2130) loss_rec_sfr: 0.2571 (0.2723) loss_cl: -0.2791 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [02:37:33.579379] Epoch: [373] [2140/2904] eta: 0:09:35 lr: 0.001428 loss: 0.1800 (0.1870) loss_rec_all: 0.2063 (0.2130) loss_rec_sfr: 0.2499 (0.2725) loss_cl: -0.2792 (-0.2789) time: 0.7527 data: 0.0002 max mem: 29860 [02:37:48.498987] Epoch: [373] [2160/2904] eta: 0:09:20 lr: 0.001428 loss: 0.1766 (0.1870) loss_rec_all: 0.2027 (0.2130) loss_rec_sfr: 0.2608 (0.2725) loss_cl: -0.2798 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [02:38:03.425251] Epoch: [373] [2180/2904] eta: 0:09:05 lr: 0.001428 loss: 0.1772 (0.1871) loss_rec_all: 0.2033 (0.2131) loss_rec_sfr: 0.2535 (0.2726) loss_cl: -0.2784 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [02:38:18.333423] Epoch: [373] [2200/2904] eta: 0:08:50 lr: 0.001428 loss: 0.1789 (0.1871) loss_rec_all: 0.2048 (0.2131) loss_rec_sfr: 0.2571 (0.2728) loss_cl: -0.2779 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [02:38:33.243327] Epoch: [373] [2220/2904] eta: 0:08:35 lr: 0.001428 loss: 0.1765 (0.1871) loss_rec_all: 0.2029 (0.2131) loss_rec_sfr: 0.2517 (0.2725) loss_cl: -0.2776 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [02:38:48.152558] Epoch: [373] [2240/2904] eta: 0:08:20 lr: 0.001428 loss: 0.1760 (0.1870) loss_rec_all: 0.2025 (0.2130) loss_rec_sfr: 0.2486 (0.2724) loss_cl: -0.2791 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [02:39:03.075398] Epoch: [373] [2260/2904] eta: 0:08:05 lr: 0.001428 loss: 0.1832 (0.1871) loss_rec_all: 0.2098 (0.2130) loss_rec_sfr: 0.2485 (0.2724) loss_cl: -0.2793 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [02:39:17.993428] Epoch: [373] [2280/2904] eta: 0:07:50 lr: 0.001428 loss: 0.1768 (0.1870) loss_rec_all: 0.2029 (0.2130) loss_rec_sfr: 0.2580 (0.2722) loss_cl: -0.2794 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [02:39:32.908637] Epoch: [373] [2300/2904] eta: 0:07:35 lr: 0.001428 loss: 0.1788 (0.1871) loss_rec_all: 0.2049 (0.2131) loss_rec_sfr: 0.2642 (0.2724) loss_cl: -0.2787 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [02:39:47.824922] Epoch: [373] [2320/2904] eta: 0:07:19 lr: 0.001428 loss: 0.1747 (0.1870) loss_rec_all: 0.2011 (0.2130) loss_rec_sfr: 0.2190 (0.2722) loss_cl: -0.2791 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [02:40:02.746541] Epoch: [373] [2340/2904] eta: 0:07:04 lr: 0.001428 loss: 0.1759 (0.1870) loss_rec_all: 0.2024 (0.2130) loss_rec_sfr: 0.2209 (0.2722) loss_cl: -0.2792 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [02:40:17.660991] Epoch: [373] [2360/2904] eta: 0:06:49 lr: 0.001428 loss: 0.1779 (0.1870) loss_rec_all: 0.2043 (0.2130) loss_rec_sfr: 0.2538 (0.2722) loss_cl: -0.2791 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [02:40:32.580118] Epoch: [373] [2380/2904] eta: 0:06:34 lr: 0.001428 loss: 0.1815 (0.1871) loss_rec_all: 0.2074 (0.2131) loss_rec_sfr: 0.2614 (0.2725) loss_cl: -0.2796 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [02:40:47.494595] Epoch: [373] [2400/2904] eta: 0:06:19 lr: 0.001428 loss: 0.1770 (0.1871) loss_rec_all: 0.2027 (0.2131) loss_rec_sfr: 0.2536 (0.2724) loss_cl: -0.2787 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [02:41:02.424884] Epoch: [373] [2420/2904] eta: 0:06:04 lr: 0.001428 loss: 0.1785 (0.1871) loss_rec_all: 0.2044 (0.2131) loss_rec_sfr: 0.2633 (0.2725) loss_cl: -0.2788 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [02:41:17.345264] Epoch: [373] [2440/2904] eta: 0:05:49 lr: 0.001428 loss: 0.1775 (0.1871) loss_rec_all: 0.2039 (0.2131) loss_rec_sfr: 0.2547 (0.2725) loss_cl: -0.2789 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [02:41:32.265232] Epoch: [373] [2460/2904] eta: 0:05:34 lr: 0.001428 loss: 0.1779 (0.1871) loss_rec_all: 0.2039 (0.2131) loss_rec_sfr: 0.2590 (0.2725) loss_cl: -0.2796 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [02:41:47.180070] Epoch: [373] [2480/2904] eta: 0:05:19 lr: 0.001428 loss: 0.1774 (0.1870) loss_rec_all: 0.2036 (0.2130) loss_rec_sfr: 0.2490 (0.2723) loss_cl: -0.2787 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [02:42:02.097478] Epoch: [373] [2500/2904] eta: 0:05:04 lr: 0.001427 loss: 0.1776 (0.1870) loss_rec_all: 0.2037 (0.2130) loss_rec_sfr: 0.2602 (0.2723) loss_cl: -0.2794 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [02:42:17.012495] Epoch: [373] [2520/2904] eta: 0:04:49 lr: 0.001427 loss: 0.1779 (0.1871) loss_rec_all: 0.2038 (0.2131) loss_rec_sfr: 0.2598 (0.2725) loss_cl: -0.2787 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [02:42:31.924869] Epoch: [373] [2540/2904] eta: 0:04:33 lr: 0.001427 loss: 0.1809 (0.1871) loss_rec_all: 0.2069 (0.2131) loss_rec_sfr: 0.2636 (0.2726) loss_cl: -0.2789 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [02:42:46.841558] Epoch: [373] [2560/2904] eta: 0:04:18 lr: 0.001427 loss: 0.1788 (0.1871) loss_rec_all: 0.2051 (0.2131) loss_rec_sfr: 0.2468 (0.2724) loss_cl: -0.2789 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [02:43:01.763004] Epoch: [373] [2580/2904] eta: 0:04:03 lr: 0.001427 loss: 0.1766 (0.1870) loss_rec_all: 0.2028 (0.2130) loss_rec_sfr: 0.2460 (0.2721) loss_cl: -0.2793 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [02:43:16.683287] Epoch: [373] [2600/2904] eta: 0:03:48 lr: 0.001427 loss: 0.1801 (0.1871) loss_rec_all: 0.2065 (0.2131) loss_rec_sfr: 0.2618 (0.2724) loss_cl: -0.2787 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [02:43:31.603141] Epoch: [373] [2620/2904] eta: 0:03:33 lr: 0.001427 loss: 0.1772 (0.1871) loss_rec_all: 0.2032 (0.2131) loss_rec_sfr: 0.2506 (0.2722) loss_cl: -0.2786 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [02:43:46.528689] Epoch: [373] [2640/2904] eta: 0:03:18 lr: 0.001427 loss: 0.1816 (0.1871) loss_rec_all: 0.2075 (0.2131) loss_rec_sfr: 0.2741 (0.2723) loss_cl: -0.2788 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [02:44:01.444304] Epoch: [373] [2660/2904] eta: 0:03:03 lr: 0.001427 loss: 0.1757 (0.1871) loss_rec_all: 0.2020 (0.2131) loss_rec_sfr: 0.2489 (0.2723) loss_cl: -0.2794 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [02:44:16.359519] Epoch: [373] [2680/2904] eta: 0:02:48 lr: 0.001427 loss: 0.1756 (0.1870) loss_rec_all: 0.2017 (0.2130) loss_rec_sfr: 0.2250 (0.2721) loss_cl: -0.2787 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [02:44:31.281448] Epoch: [373] [2700/2904] eta: 0:02:33 lr: 0.001427 loss: 0.1764 (0.1871) loss_rec_all: 0.2025 (0.2130) loss_rec_sfr: 0.2618 (0.2722) loss_cl: -0.2788 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [02:44:46.199944] Epoch: [373] [2720/2904] eta: 0:02:18 lr: 0.001427 loss: 0.1773 (0.1870) loss_rec_all: 0.2033 (0.2130) loss_rec_sfr: 0.2606 (0.2721) loss_cl: -0.2791 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [02:45:01.114893] Epoch: [373] [2740/2904] eta: 0:02:03 lr: 0.001427 loss: 0.1784 (0.1870) loss_rec_all: 0.2044 (0.2130) loss_rec_sfr: 0.2568 (0.2720) loss_cl: -0.2790 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [02:45:16.037575] Epoch: [373] [2760/2904] eta: 0:01:48 lr: 0.001427 loss: 0.1739 (0.1870) loss_rec_all: 0.2006 (0.2129) loss_rec_sfr: 0.2178 (0.2718) loss_cl: -0.2783 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [02:45:30.955331] Epoch: [373] [2780/2904] eta: 0:01:33 lr: 0.001427 loss: 0.1794 (0.1870) loss_rec_all: 0.2055 (0.2130) loss_rec_sfr: 0.2536 (0.2718) loss_cl: -0.2798 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [02:45:45.874521] Epoch: [373] [2800/2904] eta: 0:01:18 lr: 0.001427 loss: 0.1791 (0.1870) loss_rec_all: 0.2052 (0.2129) loss_rec_sfr: 0.2648 (0.2717) loss_cl: -0.2796 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [02:46:00.789301] Epoch: [373] [2820/2904] eta: 0:01:03 lr: 0.001427 loss: 0.1736 (0.1869) loss_rec_all: 0.2003 (0.2129) loss_rec_sfr: 0.2564 (0.2717) loss_cl: -0.2792 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [02:46:15.732809] Epoch: [373] [2840/2904] eta: 0:00:48 lr: 0.001427 loss: 0.1789 (0.1869) loss_rec_all: 0.2051 (0.2129) loss_rec_sfr: 0.2576 (0.2718) loss_cl: -0.2792 (-0.2789) time: 0.7471 data: 0.0023 max mem: 29860 [02:46:30.632704] Epoch: [373] [2860/2904] eta: 0:00:33 lr: 0.001427 loss: 0.1768 (0.1869) loss_rec_all: 0.2028 (0.2129) loss_rec_sfr: 0.2622 (0.2718) loss_cl: -0.2789 (-0.2789) time: 0.7450 data: 0.0001 max mem: 29860 [02:46:45.535935] Epoch: [373] [2880/2904] eta: 0:00:18 lr: 0.001427 loss: 0.1771 (0.1869) loss_rec_all: 0.2034 (0.2129) loss_rec_sfr: 0.2542 (0.2718) loss_cl: -0.2787 (-0.2789) time: 0.7451 data: 0.0001 max mem: 29860 [02:47:00.435248] Epoch: [373] [2900/2904] eta: 0:00:03 lr: 0.001427 loss: 0.1781 (0.1869) loss_rec_all: 0.2046 (0.2129) loss_rec_sfr: 0.2597 (0.2717) loss_cl: -0.2803 (-0.2789) time: 0.7449 data: 0.0001 max mem: 29860 [02:47:02.678502] Epoch: [373] [2903/2904] eta: 0:00:00 lr: 0.001427 loss: 0.1816 (0.1870) loss_rec_all: 0.2079 (0.2129) loss_rec_sfr: 0.2614 (0.2718) loss_cl: -0.2800 (-0.2789) time: 0.7450 data: 0.0001 max mem: 29860 [02:47:04.793536] Epoch: [373] Total time: 0:36:25 (0.7525 s / it) [02:47:04.795921] Averaged stats: lr: 0.001427 loss: 0.1816 (0.1899) loss_rec_all: 0.2079 (0.2136) loss_rec_sfr: 0.2614 (0.2730) loss_cl: -0.2800 (-0.2557) [02:47:04.800675] log_dir: ./checkpoint/VF2_ViT-B [02:47:22.242128] Epoch: [374] [ 0/2904] eta: 14:04:00 lr: 0.001427 loss: 0.1678 (0.1678) loss_rec_all: 0.1943 (0.1943) loss_rec_sfr: 0.1850 (0.1850) loss_cl: -0.2786 (-0.2786) time: 17.4383 data: 15.1065 max mem: 29860 [02:47:38.474923] Epoch: [374] [ 20/2904] eta: 1:17:03 lr: 0.001427 loss: 0.1801 (0.1897) loss_rec_all: 0.2066 (0.2156) loss_rec_sfr: 0.2595 (0.2778) loss_cl: -0.2787 (-0.2786) time: 0.8116 data: 0.0145 max mem: 29860 [02:47:53.381060] Epoch: [374] [ 40/2904] eta: 0:56:33 lr: 0.001427 loss: 0.1772 (0.1901) loss_rec_all: 0.2032 (0.2160) loss_rec_sfr: 0.2565 (0.2869) loss_cl: -0.2797 (-0.2788) time: 0.7452 data: 0.0003 max mem: 29860 [02:48:08.321029] Epoch: [374] [ 60/2904] eta: 0:49:21 lr: 0.001427 loss: 0.1788 (0.1930) loss_rec_all: 0.2052 (0.2189) loss_rec_sfr: 0.2599 (0.2951) loss_cl: -0.2793 (-0.2788) time: 0.7469 data: 0.0003 max mem: 29860 [02:48:23.257327] Epoch: [374] [ 80/2904] eta: 0:45:35 lr: 0.001427 loss: 0.1777 (0.1915) loss_rec_all: 0.2039 (0.2173) loss_rec_sfr: 0.2550 (0.2900) loss_cl: -0.2793 (-0.2789) time: 0.7468 data: 0.0003 max mem: 29860 [02:48:38.193861] Epoch: [374] [ 100/2904] eta: 0:43:12 lr: 0.001427 loss: 0.1881 (0.1928) loss_rec_all: 0.2143 (0.2186) loss_rec_sfr: 0.2650 (0.2941) loss_cl: -0.2789 (-0.2789) time: 0.7468 data: 0.0003 max mem: 29860 [02:48:53.145578] Epoch: [374] [ 120/2904] eta: 0:41:32 lr: 0.001427 loss: 0.1755 (0.1921) loss_rec_all: 0.2020 (0.2179) loss_rec_sfr: 0.2549 (0.2921) loss_cl: -0.2786 (-0.2788) time: 0.7475 data: 0.0002 max mem: 29860 [02:49:08.110250] Epoch: [374] [ 140/2904] eta: 0:40:17 lr: 0.001427 loss: 0.1755 (0.1903) loss_rec_all: 0.2018 (0.2162) loss_rec_sfr: 0.2443 (0.2874) loss_cl: -0.2791 (-0.2789) time: 0.7482 data: 0.0002 max mem: 29860 [02:49:23.081369] Epoch: [374] [ 160/2904] eta: 0:39:16 lr: 0.001427 loss: 0.1765 (0.1898) loss_rec_all: 0.2024 (0.2157) loss_rec_sfr: 0.2535 (0.2850) loss_cl: -0.2785 (-0.2788) time: 0.7485 data: 0.0002 max mem: 29860 [02:49:38.010739] Epoch: [374] [ 180/2904] eta: 0:38:25 lr: 0.001427 loss: 0.1741 (0.1888) loss_rec_all: 0.2006 (0.2147) loss_rec_sfr: 0.2255 (0.2813) loss_cl: -0.2789 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [02:49:52.957325] Epoch: [374] [ 200/2904] eta: 0:37:41 lr: 0.001426 loss: 0.1819 (0.1891) loss_rec_all: 0.2080 (0.2151) loss_rec_sfr: 0.2544 (0.2820) loss_cl: -0.2797 (-0.2789) time: 0.7473 data: 0.0002 max mem: 29860 [02:50:07.875863] Epoch: [374] [ 220/2904] eta: 0:37:03 lr: 0.001426 loss: 0.1748 (0.1882) loss_rec_all: 0.2012 (0.2141) loss_rec_sfr: 0.2188 (0.2780) loss_cl: -0.2800 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [02:50:22.807380] Epoch: [374] [ 240/2904] eta: 0:36:28 lr: 0.001426 loss: 0.1813 (0.1880) loss_rec_all: 0.2074 (0.2140) loss_rec_sfr: 0.2511 (0.2763) loss_cl: -0.2788 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [02:50:37.726482] Epoch: [374] [ 260/2904] eta: 0:35:56 lr: 0.001426 loss: 0.1800 (0.1884) loss_rec_all: 0.2060 (0.2144) loss_rec_sfr: 0.2593 (0.2774) loss_cl: -0.2778 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [02:50:52.647734] Epoch: [374] [ 280/2904] eta: 0:35:27 lr: 0.001426 loss: 0.1764 (0.1887) loss_rec_all: 0.2025 (0.2146) loss_rec_sfr: 0.2581 (0.2786) loss_cl: -0.2784 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [02:51:07.566655] Epoch: [374] [ 300/2904] eta: 0:35:00 lr: 0.001426 loss: 0.1768 (0.1886) loss_rec_all: 0.2031 (0.2146) loss_rec_sfr: 0.2571 (0.2791) loss_cl: -0.2796 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [02:51:22.484899] Epoch: [374] [ 320/2904] eta: 0:34:34 lr: 0.001426 loss: 0.1755 (0.1886) loss_rec_all: 0.2013 (0.2145) loss_rec_sfr: 0.2462 (0.2787) loss_cl: -0.2791 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [02:51:37.406391] Epoch: [374] [ 340/2904] eta: 0:34:09 lr: 0.001426 loss: 0.1843 (0.1893) loss_rec_all: 0.2105 (0.2152) loss_rec_sfr: 0.2663 (0.2813) loss_cl: -0.2780 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [02:51:52.323579] Epoch: [374] [ 360/2904] eta: 0:33:46 lr: 0.001426 loss: 0.1782 (0.1890) loss_rec_all: 0.2045 (0.2150) loss_rec_sfr: 0.2557 (0.2802) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [02:52:07.234465] Epoch: [374] [ 380/2904] eta: 0:33:23 lr: 0.001426 loss: 0.1725 (0.1888) loss_rec_all: 0.1991 (0.2147) loss_rec_sfr: 0.2480 (0.2792) loss_cl: -0.2796 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [02:52:22.147859] Epoch: [374] [ 400/2904] eta: 0:33:01 lr: 0.001426 loss: 0.1803 (0.1891) loss_rec_all: 0.2065 (0.2151) loss_rec_sfr: 0.2604 (0.2805) loss_cl: -0.2798 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [02:52:37.058846] Epoch: [374] [ 420/2904] eta: 0:32:40 lr: 0.001426 loss: 0.1739 (0.1887) loss_rec_all: 0.2001 (0.2146) loss_rec_sfr: 0.2626 (0.2794) loss_cl: -0.2786 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [02:52:51.977304] Epoch: [374] [ 440/2904] eta: 0:32:19 lr: 0.001426 loss: 0.1771 (0.1888) loss_rec_all: 0.2033 (0.2147) loss_rec_sfr: 0.2561 (0.2795) loss_cl: -0.2781 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [02:53:06.891153] Epoch: [374] [ 460/2904] eta: 0:31:59 lr: 0.001426 loss: 0.1769 (0.1887) loss_rec_all: 0.2029 (0.2146) loss_rec_sfr: 0.2590 (0.2792) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [02:53:21.808083] Epoch: [374] [ 480/2904] eta: 0:31:39 lr: 0.001426 loss: 0.1757 (0.1887) loss_rec_all: 0.2016 (0.2146) loss_rec_sfr: 0.2587 (0.2793) loss_cl: -0.2795 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [02:53:36.724237] Epoch: [374] [ 500/2904] eta: 0:31:20 lr: 0.001426 loss: 0.1778 (0.1884) loss_rec_all: 0.2043 (0.2143) loss_rec_sfr: 0.2212 (0.2779) loss_cl: -0.2809 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [02:53:51.638836] Epoch: [374] [ 520/2904] eta: 0:31:01 lr: 0.001426 loss: 0.1776 (0.1885) loss_rec_all: 0.2037 (0.2144) loss_rec_sfr: 0.2556 (0.2782) loss_cl: -0.2792 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [02:54:06.554052] Epoch: [374] [ 540/2904] eta: 0:30:42 lr: 0.001426 loss: 0.1812 (0.1886) loss_rec_all: 0.2073 (0.2146) loss_rec_sfr: 0.2583 (0.2784) loss_cl: -0.2776 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [02:54:21.462666] Epoch: [374] [ 560/2904] eta: 0:30:24 lr: 0.001426 loss: 0.1773 (0.1886) loss_rec_all: 0.2032 (0.2145) loss_rec_sfr: 0.2543 (0.2780) loss_cl: -0.2782 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [02:54:36.378870] Epoch: [374] [ 580/2904] eta: 0:30:06 lr: 0.001426 loss: 0.1760 (0.1884) loss_rec_all: 0.2020 (0.2143) loss_rec_sfr: 0.2542 (0.2775) loss_cl: -0.2787 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [02:54:51.294531] Epoch: [374] [ 600/2904] eta: 0:29:48 lr: 0.001426 loss: 0.1777 (0.1882) loss_rec_all: 0.2037 (0.2142) loss_rec_sfr: 0.2649 (0.2772) loss_cl: -0.2789 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [02:55:06.203085] Epoch: [374] [ 620/2904] eta: 0:29:30 lr: 0.001426 loss: 0.1814 (0.1885) loss_rec_all: 0.2075 (0.2144) loss_rec_sfr: 0.2593 (0.2779) loss_cl: -0.2794 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [02:55:21.119131] Epoch: [374] [ 640/2904] eta: 0:29:12 lr: 0.001426 loss: 0.1792 (0.1884) loss_rec_all: 0.2053 (0.2144) loss_rec_sfr: 0.2541 (0.2779) loss_cl: -0.2797 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [02:55:36.033067] Epoch: [374] [ 660/2904] eta: 0:28:55 lr: 0.001426 loss: 0.1764 (0.1886) loss_rec_all: 0.2025 (0.2145) loss_rec_sfr: 0.2563 (0.2783) loss_cl: -0.2780 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [02:55:50.944703] Epoch: [374] [ 680/2904] eta: 0:28:38 lr: 0.001426 loss: 0.1817 (0.1885) loss_rec_all: 0.2081 (0.2145) loss_rec_sfr: 0.2508 (0.2781) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [02:56:05.856817] Epoch: [374] [ 700/2904] eta: 0:28:21 lr: 0.001426 loss: 0.1793 (0.1886) loss_rec_all: 0.2054 (0.2146) loss_rec_sfr: 0.2504 (0.2784) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [02:56:20.775712] Epoch: [374] [ 720/2904] eta: 0:28:04 lr: 0.001426 loss: 0.1766 (0.1883) loss_rec_all: 0.2027 (0.2142) loss_rec_sfr: 0.2653 (0.2776) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [02:56:35.696459] Epoch: [374] [ 740/2904] eta: 0:27:47 lr: 0.001426 loss: 0.1755 (0.1881) loss_rec_all: 0.2017 (0.2141) loss_rec_sfr: 0.2571 (0.2773) loss_cl: -0.2789 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [02:56:50.617744] Epoch: [374] [ 760/2904] eta: 0:27:30 lr: 0.001426 loss: 0.1790 (0.1883) loss_rec_all: 0.2055 (0.2142) loss_rec_sfr: 0.2603 (0.2777) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [02:57:05.531899] Epoch: [374] [ 780/2904] eta: 0:27:13 lr: 0.001425 loss: 0.1779 (0.1881) loss_rec_all: 0.2044 (0.2141) loss_rec_sfr: 0.2567 (0.2775) loss_cl: -0.2796 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [02:57:20.453302] Epoch: [374] [ 800/2904] eta: 0:26:57 lr: 0.001425 loss: 0.1798 (0.1883) loss_rec_all: 0.2059 (0.2143) loss_rec_sfr: 0.2606 (0.2781) loss_cl: -0.2795 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [02:57:35.368884] Epoch: [374] [ 820/2904] eta: 0:26:40 lr: 0.001425 loss: 0.1728 (0.1882) loss_rec_all: 0.1994 (0.2141) loss_rec_sfr: 0.2170 (0.2776) loss_cl: -0.2795 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [02:57:50.278615] Epoch: [374] [ 840/2904] eta: 0:26:24 lr: 0.001425 loss: 0.1835 (0.1882) loss_rec_all: 0.2096 (0.2142) loss_rec_sfr: 0.2555 (0.2775) loss_cl: -0.2783 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [02:58:05.196699] Epoch: [374] [ 860/2904] eta: 0:26:07 lr: 0.001425 loss: 0.1761 (0.1881) loss_rec_all: 0.2023 (0.2140) loss_rec_sfr: 0.2581 (0.2770) loss_cl: -0.2788 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [02:58:20.116805] Epoch: [374] [ 880/2904] eta: 0:25:51 lr: 0.001425 loss: 0.1786 (0.1880) loss_rec_all: 0.2051 (0.2139) loss_rec_sfr: 0.2615 (0.2767) loss_cl: -0.2795 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [02:58:35.035673] Epoch: [374] [ 900/2904] eta: 0:25:35 lr: 0.001425 loss: 0.1763 (0.1880) loss_rec_all: 0.2025 (0.2139) loss_rec_sfr: 0.2582 (0.2767) loss_cl: -0.2787 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [02:58:49.951062] Epoch: [374] [ 920/2904] eta: 0:25:18 lr: 0.001425 loss: 0.1800 (0.1880) loss_rec_all: 0.2066 (0.2139) loss_rec_sfr: 0.2540 (0.2765) loss_cl: -0.2795 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [02:59:04.865951] Epoch: [374] [ 940/2904] eta: 0:25:02 lr: 0.001425 loss: 0.1772 (0.1880) loss_rec_all: 0.2033 (0.2140) loss_rec_sfr: 0.2627 (0.2767) loss_cl: -0.2797 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [02:59:19.784391] Epoch: [374] [ 960/2904] eta: 0:24:46 lr: 0.001425 loss: 0.1754 (0.1881) loss_rec_all: 0.2014 (0.2141) loss_rec_sfr: 0.2603 (0.2770) loss_cl: -0.2786 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [02:59:34.700692] Epoch: [374] [ 980/2904] eta: 0:24:30 lr: 0.001425 loss: 0.1744 (0.1880) loss_rec_all: 0.2006 (0.2140) loss_rec_sfr: 0.2527 (0.2767) loss_cl: -0.2782 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [02:59:49.614125] Epoch: [374] [1000/2904] eta: 0:24:14 lr: 0.001425 loss: 0.1776 (0.1881) loss_rec_all: 0.2036 (0.2141) loss_rec_sfr: 0.2571 (0.2771) loss_cl: -0.2786 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [03:00:04.533482] Epoch: [374] [1020/2904] eta: 0:23:58 lr: 0.001425 loss: 0.1790 (0.1882) loss_rec_all: 0.2049 (0.2141) loss_rec_sfr: 0.2521 (0.2772) loss_cl: -0.2788 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [03:00:19.454928] Epoch: [374] [1040/2904] eta: 0:23:42 lr: 0.001425 loss: 0.1741 (0.1883) loss_rec_all: 0.2007 (0.2142) loss_rec_sfr: 0.2561 (0.2773) loss_cl: -0.2785 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [03:00:34.376645] Epoch: [374] [1060/2904] eta: 0:23:26 lr: 0.001425 loss: 0.1795 (0.1883) loss_rec_all: 0.2061 (0.2142) loss_rec_sfr: 0.2549 (0.2773) loss_cl: -0.2785 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [03:00:49.289915] Epoch: [374] [1080/2904] eta: 0:23:11 lr: 0.001425 loss: 0.1784 (0.1882) loss_rec_all: 0.2044 (0.2141) loss_rec_sfr: 0.2475 (0.2769) loss_cl: -0.2789 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [03:01:04.207116] Epoch: [374] [1100/2904] eta: 0:22:55 lr: 0.001425 loss: 0.1749 (0.1880) loss_rec_all: 0.2007 (0.2140) loss_rec_sfr: 0.2488 (0.2765) loss_cl: -0.2785 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [03:01:19.125714] Epoch: [374] [1120/2904] eta: 0:22:39 lr: 0.001425 loss: 0.1799 (0.1881) loss_rec_all: 0.2059 (0.2141) loss_rec_sfr: 0.2540 (0.2768) loss_cl: -0.2794 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [03:01:34.041695] Epoch: [374] [1140/2904] eta: 0:22:23 lr: 0.001425 loss: 0.1755 (0.1880) loss_rec_all: 0.2019 (0.2140) loss_rec_sfr: 0.2578 (0.2764) loss_cl: -0.2794 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [03:01:48.960313] Epoch: [374] [1160/2904] eta: 0:22:08 lr: 0.001425 loss: 0.1738 (0.1879) loss_rec_all: 0.2003 (0.2138) loss_rec_sfr: 0.2473 (0.2760) loss_cl: -0.2793 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [03:02:03.877927] Epoch: [374] [1180/2904] eta: 0:21:52 lr: 0.001425 loss: 0.1778 (0.1879) loss_rec_all: 0.2041 (0.2139) loss_rec_sfr: 0.2573 (0.2761) loss_cl: -0.2788 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [03:02:18.789482] Epoch: [374] [1200/2904] eta: 0:21:36 lr: 0.001425 loss: 0.1762 (0.1880) loss_rec_all: 0.2023 (0.2140) loss_rec_sfr: 0.2547 (0.2763) loss_cl: -0.2791 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [03:02:33.704492] Epoch: [374] [1220/2904] eta: 0:21:21 lr: 0.001425 loss: 0.1776 (0.1879) loss_rec_all: 0.2037 (0.2139) loss_rec_sfr: 0.2635 (0.2762) loss_cl: -0.2793 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [03:02:48.619382] Epoch: [374] [1240/2904] eta: 0:21:05 lr: 0.001425 loss: 0.1766 (0.1881) loss_rec_all: 0.2026 (0.2141) loss_rec_sfr: 0.2623 (0.2768) loss_cl: -0.2786 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [03:03:03.540149] Epoch: [374] [1260/2904] eta: 0:20:49 lr: 0.001425 loss: 0.1823 (0.1882) loss_rec_all: 0.2086 (0.2141) loss_rec_sfr: 0.2526 (0.2771) loss_cl: -0.2786 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [03:03:18.460853] Epoch: [374] [1280/2904] eta: 0:20:34 lr: 0.001425 loss: 0.1728 (0.1881) loss_rec_all: 0.1988 (0.2141) loss_rec_sfr: 0.2492 (0.2770) loss_cl: -0.2784 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [03:03:33.376733] Epoch: [374] [1300/2904] eta: 0:20:18 lr: 0.001425 loss: 0.1809 (0.1883) loss_rec_all: 0.2073 (0.2143) loss_rec_sfr: 0.2650 (0.2776) loss_cl: -0.2785 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [03:03:48.291136] Epoch: [374] [1320/2904] eta: 0:20:03 lr: 0.001425 loss: 0.1765 (0.1883) loss_rec_all: 0.2029 (0.2142) loss_rec_sfr: 0.2620 (0.2775) loss_cl: -0.2790 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [03:04:03.212828] Epoch: [374] [1340/2904] eta: 0:19:47 lr: 0.001425 loss: 0.1762 (0.1882) loss_rec_all: 0.2020 (0.2142) loss_rec_sfr: 0.2444 (0.2773) loss_cl: -0.2792 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [03:04:18.134251] Epoch: [374] [1360/2904] eta: 0:19:32 lr: 0.001425 loss: 0.1736 (0.1881) loss_rec_all: 0.1996 (0.2140) loss_rec_sfr: 0.2469 (0.2767) loss_cl: -0.2782 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [03:04:33.047766] Epoch: [374] [1380/2904] eta: 0:19:16 lr: 0.001424 loss: 0.1780 (0.1880) loss_rec_all: 0.2039 (0.2140) loss_rec_sfr: 0.2621 (0.2767) loss_cl: -0.2781 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [03:04:47.965553] Epoch: [374] [1400/2904] eta: 0:19:01 lr: 0.001424 loss: 0.1753 (0.1881) loss_rec_all: 0.2020 (0.2140) loss_rec_sfr: 0.2518 (0.2770) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [03:05:02.883637] Epoch: [374] [1420/2904] eta: 0:18:45 lr: 0.001424 loss: 0.1768 (0.1881) loss_rec_all: 0.2032 (0.2141) loss_rec_sfr: 0.2598 (0.2772) loss_cl: -0.2795 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [03:05:17.790121] Epoch: [374] [1440/2904] eta: 0:18:30 lr: 0.001424 loss: 0.1771 (0.1880) loss_rec_all: 0.2035 (0.2140) loss_rec_sfr: 0.2237 (0.2766) loss_cl: -0.2796 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [03:05:32.706656] Epoch: [374] [1460/2904] eta: 0:18:14 lr: 0.001424 loss: 0.1776 (0.1880) loss_rec_all: 0.2042 (0.2140) loss_rec_sfr: 0.2565 (0.2765) loss_cl: -0.2795 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [03:05:47.624351] Epoch: [374] [1480/2904] eta: 0:17:59 lr: 0.001424 loss: 0.1803 (0.1881) loss_rec_all: 0.2064 (0.2141) loss_rec_sfr: 0.2610 (0.2769) loss_cl: -0.2793 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [03:06:02.542857] Epoch: [374] [1500/2904] eta: 0:17:44 lr: 0.001424 loss: 0.1761 (0.1881) loss_rec_all: 0.2024 (0.2141) loss_rec_sfr: 0.2565 (0.2769) loss_cl: -0.2794 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [03:06:17.460894] Epoch: [374] [1520/2904] eta: 0:17:28 lr: 0.001424 loss: 0.1764 (0.1881) loss_rec_all: 0.2024 (0.2141) loss_rec_sfr: 0.2584 (0.2767) loss_cl: -0.2786 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [03:06:32.377829] Epoch: [374] [1540/2904] eta: 0:17:13 lr: 0.001424 loss: 0.1770 (0.1881) loss_rec_all: 0.2030 (0.2140) loss_rec_sfr: 0.2410 (0.2765) loss_cl: -0.2791 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [03:06:47.299686] Epoch: [374] [1560/2904] eta: 0:16:58 lr: 0.001424 loss: 0.1748 (0.1880) loss_rec_all: 0.2012 (0.2140) loss_rec_sfr: 0.2149 (0.2762) loss_cl: -0.2788 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [03:07:02.218449] Epoch: [374] [1580/2904] eta: 0:16:42 lr: 0.001424 loss: 0.1797 (0.1881) loss_rec_all: 0.2057 (0.2141) loss_rec_sfr: 0.2562 (0.2765) loss_cl: -0.2788 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [03:07:17.132920] Epoch: [374] [1600/2904] eta: 0:16:27 lr: 0.001424 loss: 0.1739 (0.1881) loss_rec_all: 0.2003 (0.2140) loss_rec_sfr: 0.2103 (0.2762) loss_cl: -0.2789 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [03:07:32.050800] Epoch: [374] [1620/2904] eta: 0:16:12 lr: 0.001424 loss: 0.1805 (0.1881) loss_rec_all: 0.2066 (0.2141) loss_rec_sfr: 0.2581 (0.2763) loss_cl: -0.2789 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [03:07:46.972875] Epoch: [374] [1640/2904] eta: 0:15:56 lr: 0.001424 loss: 0.1756 (0.1882) loss_rec_all: 0.2023 (0.2141) loss_rec_sfr: 0.2572 (0.2766) loss_cl: -0.2794 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [03:08:01.888683] Epoch: [374] [1660/2904] eta: 0:15:41 lr: 0.001424 loss: 0.1759 (0.1882) loss_rec_all: 0.2021 (0.2142) loss_rec_sfr: 0.2645 (0.2768) loss_cl: -0.2789 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [03:08:16.807477] Epoch: [374] [1680/2904] eta: 0:15:26 lr: 0.001424 loss: 0.1767 (0.1882) loss_rec_all: 0.2028 (0.2142) loss_rec_sfr: 0.2580 (0.2768) loss_cl: -0.2788 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [03:08:31.724607] Epoch: [374] [1700/2904] eta: 0:15:10 lr: 0.001424 loss: 0.1740 (0.1882) loss_rec_all: 0.1999 (0.2141) loss_rec_sfr: 0.2508 (0.2766) loss_cl: -0.2779 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [03:08:46.644371] Epoch: [374] [1720/2904] eta: 0:14:55 lr: 0.001424 loss: 0.1839 (0.1882) loss_rec_all: 0.2098 (0.2142) loss_rec_sfr: 0.2607 (0.2768) loss_cl: -0.2783 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [03:09:01.571075] Epoch: [374] [1740/2904] eta: 0:14:40 lr: 0.001424 loss: 0.1772 (0.1882) loss_rec_all: 0.2033 (0.2142) loss_rec_sfr: 0.2469 (0.2768) loss_cl: -0.2792 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [03:09:16.492714] Epoch: [374] [1760/2904] eta: 0:14:25 lr: 0.001424 loss: 0.1875 (0.1883) loss_rec_all: 0.2136 (0.2143) loss_rec_sfr: 0.2612 (0.2770) loss_cl: -0.2790 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [03:09:31.405622] Epoch: [374] [1780/2904] eta: 0:14:09 lr: 0.001424 loss: 0.1842 (0.1886) loss_rec_all: 0.2104 (0.2145) loss_rec_sfr: 0.2723 (0.2778) loss_cl: -0.2792 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [03:09:46.322743] Epoch: [374] [1800/2904] eta: 0:13:54 lr: 0.001424 loss: 0.1756 (0.1885) loss_rec_all: 0.2015 (0.2145) loss_rec_sfr: 0.2649 (0.2778) loss_cl: -0.2791 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [03:10:01.242908] Epoch: [374] [1820/2904] eta: 0:13:39 lr: 0.001424 loss: 0.1809 (0.1887) loss_rec_all: 0.2071 (0.2146) loss_rec_sfr: 0.2704 (0.2783) loss_cl: -0.2791 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [03:10:16.158982] Epoch: [374] [1840/2904] eta: 0:13:24 lr: 0.001424 loss: 0.1789 (0.1887) loss_rec_all: 0.2049 (0.2146) loss_rec_sfr: 0.2623 (0.2783) loss_cl: -0.2780 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [03:10:31.073335] Epoch: [374] [1860/2904] eta: 0:13:08 lr: 0.001424 loss: 0.1781 (0.1887) loss_rec_all: 0.2044 (0.2146) loss_rec_sfr: 0.2574 (0.2783) loss_cl: -0.2792 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [03:10:45.986425] Epoch: [374] [1880/2904] eta: 0:12:53 lr: 0.001424 loss: 0.1756 (0.1886) loss_rec_all: 0.2016 (0.2145) loss_rec_sfr: 0.2137 (0.2780) loss_cl: -0.2786 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [03:11:00.901412] Epoch: [374] [1900/2904] eta: 0:12:38 lr: 0.001424 loss: 0.1742 (0.1885) loss_rec_all: 0.2005 (0.2145) loss_rec_sfr: 0.2129 (0.2777) loss_cl: -0.2787 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [03:11:15.821644] Epoch: [374] [1920/2904] eta: 0:12:23 lr: 0.001424 loss: 0.1808 (0.1886) loss_rec_all: 0.2069 (0.2145) loss_rec_sfr: 0.2623 (0.2779) loss_cl: -0.2790 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [03:11:30.745119] Epoch: [374] [1940/2904] eta: 0:12:08 lr: 0.001424 loss: 0.1780 (0.1886) loss_rec_all: 0.2039 (0.2146) loss_rec_sfr: 0.2583 (0.2782) loss_cl: -0.2788 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [03:11:45.662269] Epoch: [374] [1960/2904] eta: 0:11:52 lr: 0.001424 loss: 0.1787 (0.1886) loss_rec_all: 0.2049 (0.2146) loss_rec_sfr: 0.2548 (0.2782) loss_cl: -0.2789 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [03:12:00.579688] Epoch: [374] [1980/2904] eta: 0:11:37 lr: 0.001423 loss: 0.1807 (0.1887) loss_rec_all: 0.2070 (0.2147) loss_rec_sfr: 0.2579 (0.2785) loss_cl: -0.2787 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [03:12:15.490992] Epoch: [374] [2000/2904] eta: 0:11:22 lr: 0.001423 loss: 0.1823 (0.1888) loss_rec_all: 0.2084 (0.2147) loss_rec_sfr: 0.2625 (0.2786) loss_cl: -0.2783 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [03:12:30.399604] Epoch: [374] [2020/2904] eta: 0:11:07 lr: 0.001423 loss: 0.1750 (0.1888) loss_rec_all: 0.2014 (0.2147) loss_rec_sfr: 0.2501 (0.2785) loss_cl: -0.2781 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [03:12:45.313497] Epoch: [374] [2040/2904] eta: 0:10:52 lr: 0.001423 loss: 0.1806 (0.1888) loss_rec_all: 0.2071 (0.2147) loss_rec_sfr: 0.2572 (0.2786) loss_cl: -0.2789 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [03:13:00.228702] Epoch: [374] [2060/2904] eta: 0:10:36 lr: 0.001423 loss: 0.1764 (0.1888) loss_rec_all: 0.2029 (0.2147) loss_rec_sfr: 0.2508 (0.2785) loss_cl: -0.2799 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [03:13:15.143385] Epoch: [374] [2080/2904] eta: 0:10:21 lr: 0.001423 loss: 0.1771 (0.1888) loss_rec_all: 0.2035 (0.2147) loss_rec_sfr: 0.2473 (0.2784) loss_cl: -0.2800 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [03:13:30.061665] Epoch: [374] [2100/2904] eta: 0:10:06 lr: 0.001423 loss: 0.1752 (0.1887) loss_rec_all: 0.2016 (0.2146) loss_rec_sfr: 0.2556 (0.2782) loss_cl: -0.2788 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [03:13:44.976996] Epoch: [374] [2120/2904] eta: 0:09:51 lr: 0.001423 loss: 0.1784 (0.1886) loss_rec_all: 0.2042 (0.2146) loss_rec_sfr: 0.2607 (0.2780) loss_cl: -0.2784 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [03:13:59.890736] Epoch: [374] [2140/2904] eta: 0:09:36 lr: 0.001423 loss: 0.1770 (0.1885) loss_rec_all: 0.2032 (0.2145) loss_rec_sfr: 0.2221 (0.2776) loss_cl: -0.2784 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [03:14:14.809996] Epoch: [374] [2160/2904] eta: 0:09:21 lr: 0.001423 loss: 0.1772 (0.1885) loss_rec_all: 0.2031 (0.2145) loss_rec_sfr: 0.2544 (0.2775) loss_cl: -0.2781 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [03:14:29.728163] Epoch: [374] [2180/2904] eta: 0:09:06 lr: 0.001423 loss: 0.1773 (0.1885) loss_rec_all: 0.2039 (0.2144) loss_rec_sfr: 0.2520 (0.2774) loss_cl: -0.2791 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [03:14:44.642238] Epoch: [374] [2200/2904] eta: 0:08:50 lr: 0.001423 loss: 0.1747 (0.1884) loss_rec_all: 0.2013 (0.2144) loss_rec_sfr: 0.2489 (0.2772) loss_cl: -0.2794 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [03:14:59.560673] Epoch: [374] [2220/2904] eta: 0:08:35 lr: 0.001423 loss: 0.1785 (0.1884) loss_rec_all: 0.2050 (0.2143) loss_rec_sfr: 0.2552 (0.2769) loss_cl: -0.2792 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [03:15:14.482297] Epoch: [374] [2240/2904] eta: 0:08:20 lr: 0.001423 loss: 0.1840 (0.1885) loss_rec_all: 0.2102 (0.2144) loss_rec_sfr: 0.2641 (0.2772) loss_cl: -0.2789 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [03:15:29.403193] Epoch: [374] [2260/2904] eta: 0:08:05 lr: 0.001423 loss: 0.1785 (0.1885) loss_rec_all: 0.2047 (0.2144) loss_rec_sfr: 0.2629 (0.2773) loss_cl: -0.2795 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [03:15:44.317518] Epoch: [374] [2280/2904] eta: 0:07:50 lr: 0.001423 loss: 0.1789 (0.1885) loss_rec_all: 0.2051 (0.2145) loss_rec_sfr: 0.2582 (0.2775) loss_cl: -0.2785 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [03:15:59.228004] Epoch: [374] [2300/2904] eta: 0:07:35 lr: 0.001423 loss: 0.1731 (0.1885) loss_rec_all: 0.1990 (0.2144) loss_rec_sfr: 0.2590 (0.2774) loss_cl: -0.2788 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [03:16:14.141822] Epoch: [374] [2320/2904] eta: 0:07:20 lr: 0.001423 loss: 0.1785 (0.1884) loss_rec_all: 0.2046 (0.2144) loss_rec_sfr: 0.2501 (0.2770) loss_cl: -0.2788 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [03:16:29.053651] Epoch: [374] [2340/2904] eta: 0:07:05 lr: 0.001423 loss: 0.1778 (0.1884) loss_rec_all: 0.2042 (0.2143) loss_rec_sfr: 0.2532 (0.2769) loss_cl: -0.2791 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [03:16:43.965185] Epoch: [374] [2360/2904] eta: 0:06:49 lr: 0.001423 loss: 0.1759 (0.1884) loss_rec_all: 0.2019 (0.2143) loss_rec_sfr: 0.2602 (0.2770) loss_cl: -0.2805 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [03:16:58.882563] Epoch: [374] [2380/2904] eta: 0:06:34 lr: 0.001423 loss: 0.1776 (0.1883) loss_rec_all: 0.2036 (0.2143) loss_rec_sfr: 0.2518 (0.2767) loss_cl: -0.2797 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [03:17:13.799395] Epoch: [374] [2400/2904] eta: 0:06:19 lr: 0.001423 loss: 0.1791 (0.1883) loss_rec_all: 0.2052 (0.2143) loss_rec_sfr: 0.2434 (0.2767) loss_cl: -0.2786 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [03:17:28.712939] Epoch: [374] [2420/2904] eta: 0:06:04 lr: 0.001423 loss: 0.1789 (0.1883) loss_rec_all: 0.2047 (0.2142) loss_rec_sfr: 0.2599 (0.2766) loss_cl: -0.2782 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [03:17:43.632908] Epoch: [374] [2440/2904] eta: 0:05:49 lr: 0.001423 loss: 0.1792 (0.1884) loss_rec_all: 0.2058 (0.2143) loss_rec_sfr: 0.2590 (0.2768) loss_cl: -0.2788 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [03:17:58.552034] Epoch: [374] [2460/2904] eta: 0:05:34 lr: 0.001423 loss: 0.1735 (0.1883) loss_rec_all: 0.1997 (0.2142) loss_rec_sfr: 0.2547 (0.2767) loss_cl: -0.2793 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [03:18:13.466162] Epoch: [374] [2480/2904] eta: 0:05:19 lr: 0.001423 loss: 0.1747 (0.1882) loss_rec_all: 0.2008 (0.2142) loss_rec_sfr: 0.2544 (0.2766) loss_cl: -0.2789 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [03:18:28.383502] Epoch: [374] [2500/2904] eta: 0:05:04 lr: 0.001423 loss: 0.1769 (0.1882) loss_rec_all: 0.2032 (0.2142) loss_rec_sfr: 0.2495 (0.2766) loss_cl: -0.2789 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [03:18:43.300849] Epoch: [374] [2520/2904] eta: 0:04:49 lr: 0.001423 loss: 0.1762 (0.1882) loss_rec_all: 0.2023 (0.2141) loss_rec_sfr: 0.2503 (0.2763) loss_cl: -0.2792 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [03:18:58.217193] Epoch: [374] [2540/2904] eta: 0:04:34 lr: 0.001423 loss: 0.1757 (0.1882) loss_rec_all: 0.2020 (0.2141) loss_rec_sfr: 0.2529 (0.2763) loss_cl: -0.2792 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [03:19:13.136343] Epoch: [374] [2560/2904] eta: 0:04:19 lr: 0.001423 loss: 0.1773 (0.1881) loss_rec_all: 0.2036 (0.2141) loss_rec_sfr: 0.2631 (0.2763) loss_cl: -0.2789 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [03:19:28.054720] Epoch: [374] [2580/2904] eta: 0:04:03 lr: 0.001422 loss: 0.1788 (0.1882) loss_rec_all: 0.2049 (0.2141) loss_rec_sfr: 0.2490 (0.2763) loss_cl: -0.2793 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [03:19:42.969580] Epoch: [374] [2600/2904] eta: 0:03:48 lr: 0.001422 loss: 0.1777 (0.1881) loss_rec_all: 0.2037 (0.2141) loss_rec_sfr: 0.2609 (0.2761) loss_cl: -0.2790 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [03:19:57.884752] Epoch: [374] [2620/2904] eta: 0:03:33 lr: 0.001422 loss: 0.1776 (0.1881) loss_rec_all: 0.2040 (0.2141) loss_rec_sfr: 0.2611 (0.2762) loss_cl: -0.2782 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [03:20:12.800523] Epoch: [374] [2640/2904] eta: 0:03:18 lr: 0.001422 loss: 0.1736 (0.1880) loss_rec_all: 0.2000 (0.2140) loss_rec_sfr: 0.2193 (0.2758) loss_cl: -0.2793 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [03:20:27.708328] Epoch: [374] [2660/2904] eta: 0:03:03 lr: 0.001422 loss: 0.1778 (0.1880) loss_rec_all: 0.2039 (0.2139) loss_rec_sfr: 0.2543 (0.2757) loss_cl: -0.2799 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [03:20:42.628585] Epoch: [374] [2680/2904] eta: 0:02:48 lr: 0.001422 loss: 0.1760 (0.1880) loss_rec_all: 0.2026 (0.2140) loss_rec_sfr: 0.2593 (0.2757) loss_cl: -0.2795 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [03:20:57.548152] Epoch: [374] [2700/2904] eta: 0:02:33 lr: 0.001422 loss: 0.1750 (0.1879) loss_rec_all: 0.2010 (0.2139) loss_rec_sfr: 0.2609 (0.2756) loss_cl: -0.2779 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [03:21:12.469300] Epoch: [374] [2720/2904] eta: 0:02:18 lr: 0.001422 loss: 0.1815 (0.1880) loss_rec_all: 0.2074 (0.2139) loss_rec_sfr: 0.2615 (0.2756) loss_cl: -0.2781 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [03:21:27.388102] Epoch: [374] [2740/2904] eta: 0:02:03 lr: 0.001422 loss: 0.1768 (0.1880) loss_rec_all: 0.2032 (0.2139) loss_rec_sfr: 0.2501 (0.2756) loss_cl: -0.2796 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [03:21:42.297450] Epoch: [374] [2760/2904] eta: 0:01:48 lr: 0.001422 loss: 0.1793 (0.1880) loss_rec_all: 0.2054 (0.2139) loss_rec_sfr: 0.2493 (0.2756) loss_cl: -0.2793 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [03:21:57.210086] Epoch: [374] [2780/2904] eta: 0:01:33 lr: 0.001422 loss: 0.1785 (0.1880) loss_rec_all: 0.2044 (0.2140) loss_rec_sfr: 0.2516 (0.2757) loss_cl: -0.2789 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [03:22:12.124512] Epoch: [374] [2800/2904] eta: 0:01:18 lr: 0.001422 loss: 0.1767 (0.1880) loss_rec_all: 0.2030 (0.2140) loss_rec_sfr: 0.2559 (0.2757) loss_cl: -0.2785 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [03:22:27.034425] Epoch: [374] [2820/2904] eta: 0:01:03 lr: 0.001422 loss: 0.1798 (0.1880) loss_rec_all: 0.2058 (0.2140) loss_rec_sfr: 0.2576 (0.2757) loss_cl: -0.2789 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [03:22:41.983951] Epoch: [374] [2840/2904] eta: 0:00:48 lr: 0.001422 loss: 0.1809 (0.1881) loss_rec_all: 0.2068 (0.2140) loss_rec_sfr: 0.2617 (0.2758) loss_cl: -0.2791 (-0.2789) time: 0.7474 data: 0.0023 max mem: 29860 [03:22:56.888772] Epoch: [374] [2860/2904] eta: 0:00:33 lr: 0.001422 loss: 0.1770 (0.1880) loss_rec_all: 0.2034 (0.2140) loss_rec_sfr: 0.2551 (0.2757) loss_cl: -0.2789 (-0.2789) time: 0.7452 data: 0.0001 max mem: 29860 [03:23:11.785974] Epoch: [374] [2880/2904] eta: 0:00:18 lr: 0.001422 loss: 0.1780 (0.1881) loss_rec_all: 0.2040 (0.2140) loss_rec_sfr: 0.2596 (0.2759) loss_cl: -0.2791 (-0.2789) time: 0.7448 data: 0.0001 max mem: 29860 [03:23:26.677531] Epoch: [374] [2900/2904] eta: 0:00:03 lr: 0.001422 loss: 0.1824 (0.1881) loss_rec_all: 0.2084 (0.2141) loss_rec_sfr: 0.2608 (0.2760) loss_cl: -0.2787 (-0.2789) time: 0.7445 data: 0.0001 max mem: 29860 [03:23:28.918821] Epoch: [374] [2903/2904] eta: 0:00:00 lr: 0.001422 loss: 0.1824 (0.1881) loss_rec_all: 0.2084 (0.2141) loss_rec_sfr: 0.2608 (0.2760) loss_cl: -0.2787 (-0.2789) time: 0.7446 data: 0.0001 max mem: 29860 [03:23:30.993578] Epoch: [374] Total time: 0:36:26 (0.7528 s / it) [03:23:31.009511] Averaged stats: lr: 0.001422 loss: 0.1824 (0.1900) loss_rec_all: 0.2084 (0.2136) loss_rec_sfr: 0.2608 (0.2734) loss_cl: -0.2787 (-0.2556) [03:23:31.014147] log_dir: ./checkpoint/VF2_ViT-B [03:23:48.105529] Epoch: [375] [ 0/2904] eta: 13:47:10 lr: 0.001422 loss: 0.1903 (0.1903) loss_rec_all: 0.2162 (0.2162) loss_rec_sfr: 0.2582 (0.2582) loss_cl: -0.2766 (-0.2766) time: 17.0904 data: 11.9546 max mem: 29860 [03:24:03.969307] Epoch: [375] [ 20/2904] eta: 1:15:25 lr: 0.001422 loss: 0.1794 (0.1833) loss_rec_all: 0.2055 (0.2094) loss_rec_sfr: 0.2510 (0.2536) loss_cl: -0.2788 (-0.2788) time: 0.7931 data: 0.0338 max mem: 29860 [03:24:18.845488] Epoch: [375] [ 40/2904] eta: 0:55:41 lr: 0.001422 loss: 0.1746 (0.1838) loss_rec_all: 0.2006 (0.2099) loss_rec_sfr: 0.2473 (0.2566) loss_cl: -0.2786 (-0.2787) time: 0.7438 data: 0.0002 max mem: 29860 [03:24:33.752217] Epoch: [375] [ 60/2904] eta: 0:48:44 lr: 0.001422 loss: 0.1786 (0.1852) loss_rec_all: 0.2047 (0.2113) loss_rec_sfr: 0.2557 (0.2608) loss_cl: -0.2789 (-0.2787) time: 0.7453 data: 0.0002 max mem: 29860 [03:24:48.653760] Epoch: [375] [ 80/2904] eta: 0:45:06 lr: 0.001422 loss: 0.1773 (0.1856) loss_rec_all: 0.2033 (0.2116) loss_rec_sfr: 0.2517 (0.2634) loss_cl: -0.2783 (-0.2786) time: 0.7450 data: 0.0002 max mem: 29860 [03:25:03.567772] Epoch: [375] [ 100/2904] eta: 0:42:49 lr: 0.001422 loss: 0.1738 (0.1850) loss_rec_all: 0.1998 (0.2110) loss_rec_sfr: 0.2492 (0.2631) loss_cl: -0.2780 (-0.2785) time: 0.7457 data: 0.0002 max mem: 29860 [03:25:18.486743] Epoch: [375] [ 120/2904] eta: 0:41:12 lr: 0.001422 loss: 0.1776 (0.1864) loss_rec_all: 0.2038 (0.2124) loss_rec_sfr: 0.2524 (0.2681) loss_cl: -0.2806 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [03:25:33.402813] Epoch: [375] [ 140/2904] eta: 0:39:59 lr: 0.001422 loss: 0.1775 (0.1864) loss_rec_all: 0.2041 (0.2124) loss_rec_sfr: 0.2472 (0.2673) loss_cl: -0.2809 (-0.2791) time: 0.7458 data: 0.0002 max mem: 29860 [03:25:48.334761] Epoch: [375] [ 160/2904] eta: 0:39:00 lr: 0.001422 loss: 0.1798 (0.1866) loss_rec_all: 0.2058 (0.2127) loss_rec_sfr: 0.2645 (0.2694) loss_cl: -0.2790 (-0.2790) time: 0.7466 data: 0.0002 max mem: 29860 [03:26:03.250103] Epoch: [375] [ 180/2904] eta: 0:38:10 lr: 0.001422 loss: 0.1798 (0.1873) loss_rec_all: 0.2060 (0.2133) loss_rec_sfr: 0.2527 (0.2711) loss_cl: -0.2777 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [03:26:18.192001] Epoch: [375] [ 200/2904] eta: 0:37:28 lr: 0.001422 loss: 0.1749 (0.1871) loss_rec_all: 0.2007 (0.2130) loss_rec_sfr: 0.2226 (0.2701) loss_cl: -0.2775 (-0.2788) time: 0.7471 data: 0.0002 max mem: 29860 [03:26:33.110277] Epoch: [375] [ 220/2904] eta: 0:36:51 lr: 0.001422 loss: 0.1751 (0.1867) loss_rec_all: 0.2016 (0.2127) loss_rec_sfr: 0.2201 (0.2676) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [03:26:48.195652] Epoch: [375] [ 240/2904] eta: 0:36:19 lr: 0.001422 loss: 0.1804 (0.1867) loss_rec_all: 0.2069 (0.2127) loss_rec_sfr: 0.2561 (0.2684) loss_cl: -0.2806 (-0.2789) time: 0.7542 data: 0.0002 max mem: 29860 [03:27:03.114728] Epoch: [375] [ 260/2904] eta: 0:35:48 lr: 0.001421 loss: 0.1809 (0.1874) loss_rec_all: 0.2073 (0.2134) loss_rec_sfr: 0.2525 (0.2706) loss_cl: -0.2806 (-0.2790) time: 0.7459 data: 0.0002 max mem: 29860 [03:27:18.033851] Epoch: [375] [ 280/2904] eta: 0:35:19 lr: 0.001421 loss: 0.1765 (0.1873) loss_rec_all: 0.2031 (0.2133) loss_rec_sfr: 0.2560 (0.2704) loss_cl: -0.2786 (-0.2790) time: 0.7459 data: 0.0002 max mem: 29860 [03:27:32.953149] Epoch: [375] [ 300/2904] eta: 0:34:52 lr: 0.001421 loss: 0.1814 (0.1879) loss_rec_all: 0.2068 (0.2139) loss_rec_sfr: 0.2568 (0.2723) loss_cl: -0.2793 (-0.2790) time: 0.7459 data: 0.0002 max mem: 29860 [03:27:47.870111] Epoch: [375] [ 320/2904] eta: 0:34:27 lr: 0.001421 loss: 0.1770 (0.1877) loss_rec_all: 0.2030 (0.2137) loss_rec_sfr: 0.2529 (0.2722) loss_cl: -0.2774 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [03:28:02.794146] Epoch: [375] [ 340/2904] eta: 0:34:03 lr: 0.001421 loss: 0.1790 (0.1876) loss_rec_all: 0.2053 (0.2136) loss_rec_sfr: 0.2523 (0.2719) loss_cl: -0.2776 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [03:28:17.726471] Epoch: [375] [ 360/2904] eta: 0:33:40 lr: 0.001421 loss: 0.1769 (0.1871) loss_rec_all: 0.2031 (0.2131) loss_rec_sfr: 0.2558 (0.2701) loss_cl: -0.2798 (-0.2789) time: 0.7466 data: 0.0002 max mem: 29860 [03:28:32.649046] Epoch: [375] [ 380/2904] eta: 0:33:18 lr: 0.001421 loss: 0.1803 (0.1873) loss_rec_all: 0.2061 (0.2133) loss_rec_sfr: 0.2564 (0.2707) loss_cl: -0.2792 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [03:28:47.558831] Epoch: [375] [ 400/2904] eta: 0:32:56 lr: 0.001421 loss: 0.1764 (0.1875) loss_rec_all: 0.2029 (0.2135) loss_rec_sfr: 0.2555 (0.2712) loss_cl: -0.2779 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [03:29:02.483710] Epoch: [375] [ 420/2904] eta: 0:32:35 lr: 0.001421 loss: 0.1781 (0.1873) loss_rec_all: 0.2045 (0.2133) loss_rec_sfr: 0.2237 (0.2704) loss_cl: -0.2799 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [03:29:17.399908] Epoch: [375] [ 440/2904] eta: 0:32:15 lr: 0.001421 loss: 0.1776 (0.1870) loss_rec_all: 0.2038 (0.2130) loss_rec_sfr: 0.2196 (0.2693) loss_cl: -0.2790 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [03:29:32.321274] Epoch: [375] [ 460/2904] eta: 0:31:55 lr: 0.001421 loss: 0.1777 (0.1872) loss_rec_all: 0.2039 (0.2132) loss_rec_sfr: 0.2607 (0.2702) loss_cl: -0.2784 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [03:29:47.242139] Epoch: [375] [ 480/2904] eta: 0:31:35 lr: 0.001421 loss: 0.1767 (0.1871) loss_rec_all: 0.2025 (0.2131) loss_rec_sfr: 0.2535 (0.2696) loss_cl: -0.2793 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [03:30:02.166857] Epoch: [375] [ 500/2904] eta: 0:31:16 lr: 0.001421 loss: 0.1776 (0.1872) loss_rec_all: 0.2041 (0.2132) loss_rec_sfr: 0.2535 (0.2701) loss_cl: -0.2782 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [03:30:17.086059] Epoch: [375] [ 520/2904] eta: 0:30:58 lr: 0.001421 loss: 0.1774 (0.1872) loss_rec_all: 0.2035 (0.2132) loss_rec_sfr: 0.2502 (0.2701) loss_cl: -0.2797 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [03:30:31.999845] Epoch: [375] [ 540/2904] eta: 0:30:39 lr: 0.001421 loss: 0.1750 (0.1868) loss_rec_all: 0.2011 (0.2128) loss_rec_sfr: 0.2481 (0.2690) loss_cl: -0.2800 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [03:30:46.915336] Epoch: [375] [ 560/2904] eta: 0:30:21 lr: 0.001421 loss: 0.1781 (0.1872) loss_rec_all: 0.2044 (0.2132) loss_rec_sfr: 0.2540 (0.2702) loss_cl: -0.2795 (-0.2790) time: 0.7457 data: 0.0002 max mem: 29860 [03:31:01.829898] Epoch: [375] [ 580/2904] eta: 0:30:03 lr: 0.001421 loss: 0.1816 (0.1875) loss_rec_all: 0.2076 (0.2135) loss_rec_sfr: 0.2565 (0.2712) loss_cl: -0.2779 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [03:31:16.744189] Epoch: [375] [ 600/2904] eta: 0:29:45 lr: 0.001421 loss: 0.1747 (0.1874) loss_rec_all: 0.2009 (0.2134) loss_rec_sfr: 0.2470 (0.2709) loss_cl: -0.2789 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [03:31:31.661122] Epoch: [375] [ 620/2904] eta: 0:29:27 lr: 0.001421 loss: 0.1745 (0.1873) loss_rec_all: 0.2009 (0.2133) loss_rec_sfr: 0.2505 (0.2707) loss_cl: -0.2789 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [03:31:46.582661] Epoch: [375] [ 640/2904] eta: 0:29:10 lr: 0.001421 loss: 0.1744 (0.1870) loss_rec_all: 0.2005 (0.2130) loss_rec_sfr: 0.2614 (0.2702) loss_cl: -0.2790 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [03:32:01.501285] Epoch: [375] [ 660/2904] eta: 0:28:52 lr: 0.001421 loss: 0.1775 (0.1870) loss_rec_all: 0.2036 (0.2130) loss_rec_sfr: 0.2497 (0.2700) loss_cl: -0.2790 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [03:32:16.418147] Epoch: [375] [ 680/2904] eta: 0:28:35 lr: 0.001421 loss: 0.1756 (0.1868) loss_rec_all: 0.2017 (0.2128) loss_rec_sfr: 0.2564 (0.2698) loss_cl: -0.2787 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [03:32:31.336493] Epoch: [375] [ 700/2904] eta: 0:28:18 lr: 0.001421 loss: 0.1789 (0.1868) loss_rec_all: 0.2050 (0.2128) loss_rec_sfr: 0.2565 (0.2698) loss_cl: -0.2792 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [03:32:46.256394] Epoch: [375] [ 720/2904] eta: 0:28:01 lr: 0.001421 loss: 0.1840 (0.1870) loss_rec_all: 0.2102 (0.2130) loss_rec_sfr: 0.2533 (0.2705) loss_cl: -0.2777 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [03:33:01.176144] Epoch: [375] [ 740/2904] eta: 0:27:44 lr: 0.001421 loss: 0.1762 (0.1867) loss_rec_all: 0.2026 (0.2127) loss_rec_sfr: 0.2239 (0.2693) loss_cl: -0.2792 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [03:33:16.093636] Epoch: [375] [ 760/2904] eta: 0:27:28 lr: 0.001421 loss: 0.1743 (0.1864) loss_rec_all: 0.2009 (0.2124) loss_rec_sfr: 0.2234 (0.2682) loss_cl: -0.2791 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [03:33:31.011911] Epoch: [375] [ 780/2904] eta: 0:27:11 lr: 0.001421 loss: 0.1783 (0.1864) loss_rec_all: 0.2042 (0.2125) loss_rec_sfr: 0.2663 (0.2687) loss_cl: -0.2788 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [03:33:45.929159] Epoch: [375] [ 800/2904] eta: 0:26:55 lr: 0.001421 loss: 0.1793 (0.1865) loss_rec_all: 0.2056 (0.2126) loss_rec_sfr: 0.2583 (0.2691) loss_cl: -0.2789 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [03:34:00.844157] Epoch: [375] [ 820/2904] eta: 0:26:38 lr: 0.001421 loss: 0.1786 (0.1865) loss_rec_all: 0.2046 (0.2125) loss_rec_sfr: 0.2551 (0.2688) loss_cl: -0.2790 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [03:34:15.760193] Epoch: [375] [ 840/2904] eta: 0:26:22 lr: 0.001421 loss: 0.1745 (0.1863) loss_rec_all: 0.2006 (0.2124) loss_rec_sfr: 0.2509 (0.2683) loss_cl: -0.2797 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [03:34:30.670653] Epoch: [375] [ 860/2904] eta: 0:26:05 lr: 0.001420 loss: 0.1732 (0.1863) loss_rec_all: 0.1994 (0.2124) loss_rec_sfr: 0.2522 (0.2683) loss_cl: -0.2799 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [03:34:45.584997] Epoch: [375] [ 880/2904] eta: 0:25:49 lr: 0.001420 loss: 0.1782 (0.1864) loss_rec_all: 0.2044 (0.2124) loss_rec_sfr: 0.2482 (0.2682) loss_cl: -0.2792 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [03:35:00.503560] Epoch: [375] [ 900/2904] eta: 0:25:33 lr: 0.001420 loss: 0.1766 (0.1863) loss_rec_all: 0.2026 (0.2123) loss_rec_sfr: 0.2488 (0.2681) loss_cl: -0.2793 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [03:35:15.420711] Epoch: [375] [ 920/2904] eta: 0:25:17 lr: 0.001420 loss: 0.1771 (0.1865) loss_rec_all: 0.2031 (0.2125) loss_rec_sfr: 0.2665 (0.2691) loss_cl: -0.2785 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [03:35:30.338348] Epoch: [375] [ 940/2904] eta: 0:25:01 lr: 0.001420 loss: 0.1734 (0.1864) loss_rec_all: 0.2001 (0.2124) loss_rec_sfr: 0.2458 (0.2686) loss_cl: -0.2795 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [03:35:45.251423] Epoch: [375] [ 960/2904] eta: 0:24:45 lr: 0.001420 loss: 0.1779 (0.1866) loss_rec_all: 0.2038 (0.2126) loss_rec_sfr: 0.2630 (0.2694) loss_cl: -0.2784 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [03:36:00.170470] Epoch: [375] [ 980/2904] eta: 0:24:29 lr: 0.001420 loss: 0.1798 (0.1865) loss_rec_all: 0.2059 (0.2125) loss_rec_sfr: 0.2595 (0.2692) loss_cl: -0.2784 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [03:36:15.088941] Epoch: [375] [1000/2904] eta: 0:24:13 lr: 0.001420 loss: 0.1779 (0.1864) loss_rec_all: 0.2042 (0.2125) loss_rec_sfr: 0.2547 (0.2690) loss_cl: -0.2786 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [03:36:30.011148] Epoch: [375] [1020/2904] eta: 0:23:57 lr: 0.001420 loss: 0.1752 (0.1864) loss_rec_all: 0.2014 (0.2124) loss_rec_sfr: 0.2551 (0.2690) loss_cl: -0.2791 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [03:36:44.925528] Epoch: [375] [1040/2904] eta: 0:23:41 lr: 0.001420 loss: 0.1754 (0.1863) loss_rec_all: 0.2016 (0.2123) loss_rec_sfr: 0.2520 (0.2689) loss_cl: -0.2798 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [03:36:59.842028] Epoch: [375] [1060/2904] eta: 0:23:25 lr: 0.001420 loss: 0.1769 (0.1864) loss_rec_all: 0.2030 (0.2124) loss_rec_sfr: 0.2577 (0.2690) loss_cl: -0.2799 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [03:37:14.762156] Epoch: [375] [1080/2904] eta: 0:23:09 lr: 0.001420 loss: 0.1749 (0.1864) loss_rec_all: 0.2012 (0.2124) loss_rec_sfr: 0.2574 (0.2691) loss_cl: -0.2788 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [03:37:29.675715] Epoch: [375] [1100/2904] eta: 0:22:54 lr: 0.001420 loss: 0.1857 (0.1867) loss_rec_all: 0.2116 (0.2127) loss_rec_sfr: 0.2783 (0.2703) loss_cl: -0.2776 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [03:37:44.594178] Epoch: [375] [1120/2904] eta: 0:22:38 lr: 0.001420 loss: 0.1828 (0.1869) loss_rec_all: 0.2089 (0.2128) loss_rec_sfr: 0.2535 (0.2707) loss_cl: -0.2783 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [03:37:59.514351] Epoch: [375] [1140/2904] eta: 0:22:22 lr: 0.001420 loss: 0.1746 (0.1868) loss_rec_all: 0.2014 (0.2128) loss_rec_sfr: 0.2143 (0.2702) loss_cl: -0.2793 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [03:38:14.425549] Epoch: [375] [1160/2904] eta: 0:22:06 lr: 0.001420 loss: 0.1761 (0.1866) loss_rec_all: 0.2022 (0.2126) loss_rec_sfr: 0.2531 (0.2696) loss_cl: -0.2802 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [03:38:29.337608] Epoch: [375] [1180/2904] eta: 0:21:51 lr: 0.001420 loss: 0.1760 (0.1865) loss_rec_all: 0.2025 (0.2125) loss_rec_sfr: 0.2470 (0.2691) loss_cl: -0.2793 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [03:38:44.252169] Epoch: [375] [1200/2904] eta: 0:21:35 lr: 0.001420 loss: 0.1783 (0.1865) loss_rec_all: 0.2042 (0.2126) loss_rec_sfr: 0.2578 (0.2693) loss_cl: -0.2787 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [03:38:59.167646] Epoch: [375] [1220/2904] eta: 0:21:20 lr: 0.001420 loss: 0.1761 (0.1865) loss_rec_all: 0.2024 (0.2125) loss_rec_sfr: 0.2511 (0.2692) loss_cl: -0.2779 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [03:39:14.086029] Epoch: [375] [1240/2904] eta: 0:21:04 lr: 0.001420 loss: 0.1778 (0.1865) loss_rec_all: 0.2038 (0.2125) loss_rec_sfr: 0.2629 (0.2693) loss_cl: -0.2789 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [03:39:29.003684] Epoch: [375] [1260/2904] eta: 0:20:48 lr: 0.001420 loss: 0.1777 (0.1864) loss_rec_all: 0.2037 (0.2124) loss_rec_sfr: 0.2538 (0.2689) loss_cl: -0.2793 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [03:39:43.921197] Epoch: [375] [1280/2904] eta: 0:20:33 lr: 0.001420 loss: 0.1775 (0.1864) loss_rec_all: 0.2035 (0.2124) loss_rec_sfr: 0.2579 (0.2689) loss_cl: -0.2787 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [03:39:58.837830] Epoch: [375] [1300/2904] eta: 0:20:17 lr: 0.001420 loss: 0.1755 (0.1863) loss_rec_all: 0.2017 (0.2123) loss_rec_sfr: 0.2538 (0.2688) loss_cl: -0.2794 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [03:40:13.755039] Epoch: [375] [1320/2904] eta: 0:20:02 lr: 0.001420 loss: 0.1783 (0.1863) loss_rec_all: 0.2044 (0.2123) loss_rec_sfr: 0.2481 (0.2686) loss_cl: -0.2791 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [03:40:28.667108] Epoch: [375] [1340/2904] eta: 0:19:46 lr: 0.001420 loss: 0.1767 (0.1862) loss_rec_all: 0.2031 (0.2122) loss_rec_sfr: 0.2555 (0.2684) loss_cl: -0.2789 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [03:40:43.582133] Epoch: [375] [1360/2904] eta: 0:19:31 lr: 0.001420 loss: 0.1795 (0.1862) loss_rec_all: 0.2058 (0.2122) loss_rec_sfr: 0.2525 (0.2681) loss_cl: -0.2793 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [03:40:58.497537] Epoch: [375] [1380/2904] eta: 0:19:15 lr: 0.001420 loss: 0.1819 (0.1863) loss_rec_all: 0.2081 (0.2123) loss_rec_sfr: 0.2526 (0.2684) loss_cl: -0.2797 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [03:41:13.409060] Epoch: [375] [1400/2904] eta: 0:19:00 lr: 0.001420 loss: 0.1785 (0.1863) loss_rec_all: 0.2045 (0.2123) loss_rec_sfr: 0.2546 (0.2683) loss_cl: -0.2797 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [03:41:28.325756] Epoch: [375] [1420/2904] eta: 0:18:45 lr: 0.001420 loss: 0.1803 (0.1864) loss_rec_all: 0.2062 (0.2124) loss_rec_sfr: 0.2584 (0.2685) loss_cl: -0.2793 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [03:41:43.239072] Epoch: [375] [1440/2904] eta: 0:18:29 lr: 0.001420 loss: 0.1770 (0.1864) loss_rec_all: 0.2031 (0.2124) loss_rec_sfr: 0.2618 (0.2688) loss_cl: -0.2790 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [03:41:58.154277] Epoch: [375] [1460/2904] eta: 0:18:14 lr: 0.001419 loss: 0.1773 (0.1865) loss_rec_all: 0.2033 (0.2125) loss_rec_sfr: 0.2588 (0.2693) loss_cl: -0.2787 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [03:42:13.066437] Epoch: [375] [1480/2904] eta: 0:17:58 lr: 0.001419 loss: 0.1810 (0.1865) loss_rec_all: 0.2071 (0.2125) loss_rec_sfr: 0.2517 (0.2692) loss_cl: -0.2787 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [03:42:27.983733] Epoch: [375] [1500/2904] eta: 0:17:43 lr: 0.001419 loss: 0.1796 (0.1866) loss_rec_all: 0.2057 (0.2126) loss_rec_sfr: 0.2570 (0.2694) loss_cl: -0.2791 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [03:42:42.903215] Epoch: [375] [1520/2904] eta: 0:17:28 lr: 0.001419 loss: 0.1753 (0.1866) loss_rec_all: 0.2020 (0.2126) loss_rec_sfr: 0.2164 (0.2693) loss_cl: -0.2785 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [03:42:57.817331] Epoch: [375] [1540/2904] eta: 0:17:12 lr: 0.001419 loss: 0.1744 (0.1865) loss_rec_all: 0.2009 (0.2125) loss_rec_sfr: 0.2426 (0.2692) loss_cl: -0.2785 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [03:43:12.731930] Epoch: [375] [1560/2904] eta: 0:16:57 lr: 0.001419 loss: 0.1793 (0.1866) loss_rec_all: 0.2053 (0.2126) loss_rec_sfr: 0.2647 (0.2697) loss_cl: -0.2790 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [03:43:27.646715] Epoch: [375] [1580/2904] eta: 0:16:42 lr: 0.001419 loss: 0.1813 (0.1866) loss_rec_all: 0.2075 (0.2126) loss_rec_sfr: 0.2615 (0.2697) loss_cl: -0.2792 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [03:43:42.561468] Epoch: [375] [1600/2904] eta: 0:16:26 lr: 0.001419 loss: 0.1794 (0.1866) loss_rec_all: 0.2055 (0.2126) loss_rec_sfr: 0.2552 (0.2696) loss_cl: -0.2790 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [03:43:57.476595] Epoch: [375] [1620/2904] eta: 0:16:11 lr: 0.001419 loss: 0.1804 (0.1866) loss_rec_all: 0.2063 (0.2126) loss_rec_sfr: 0.2561 (0.2696) loss_cl: -0.2783 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [03:44:12.388444] Epoch: [375] [1640/2904] eta: 0:15:56 lr: 0.001419 loss: 0.1760 (0.1866) loss_rec_all: 0.2026 (0.2126) loss_rec_sfr: 0.2570 (0.2697) loss_cl: -0.2789 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [03:44:27.306321] Epoch: [375] [1660/2904] eta: 0:15:40 lr: 0.001419 loss: 0.1760 (0.1867) loss_rec_all: 0.2022 (0.2127) loss_rec_sfr: 0.2595 (0.2700) loss_cl: -0.2786 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [03:44:42.224341] Epoch: [375] [1680/2904] eta: 0:15:25 lr: 0.001419 loss: 0.1772 (0.1867) loss_rec_all: 0.2033 (0.2127) loss_rec_sfr: 0.2582 (0.2702) loss_cl: -0.2790 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [03:44:57.141696] Epoch: [375] [1700/2904] eta: 0:15:10 lr: 0.001419 loss: 0.1755 (0.1866) loss_rec_all: 0.2015 (0.2126) loss_rec_sfr: 0.2485 (0.2700) loss_cl: -0.2787 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [03:45:12.059547] Epoch: [375] [1720/2904] eta: 0:14:55 lr: 0.001419 loss: 0.1730 (0.1865) loss_rec_all: 0.1996 (0.2125) loss_rec_sfr: 0.2162 (0.2697) loss_cl: -0.2791 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [03:45:26.976558] Epoch: [375] [1740/2904] eta: 0:14:39 lr: 0.001419 loss: 0.1783 (0.1866) loss_rec_all: 0.2045 (0.2126) loss_rec_sfr: 0.2601 (0.2700) loss_cl: -0.2789 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [03:45:41.892681] Epoch: [375] [1760/2904] eta: 0:14:24 lr: 0.001419 loss: 0.1813 (0.1866) loss_rec_all: 0.2077 (0.2126) loss_rec_sfr: 0.2551 (0.2699) loss_cl: -0.2792 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [03:45:56.809234] Epoch: [375] [1780/2904] eta: 0:14:09 lr: 0.001419 loss: 0.1791 (0.1867) loss_rec_all: 0.2052 (0.2127) loss_rec_sfr: 0.2572 (0.2702) loss_cl: -0.2800 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [03:46:11.859648] Epoch: [375] [1800/2904] eta: 0:13:54 lr: 0.001419 loss: 0.1757 (0.1867) loss_rec_all: 0.2018 (0.2127) loss_rec_sfr: 0.2453 (0.2701) loss_cl: -0.2797 (-0.2789) time: 0.7525 data: 0.0002 max mem: 29860 [03:46:26.775401] Epoch: [375] [1820/2904] eta: 0:13:38 lr: 0.001419 loss: 0.1786 (0.1867) loss_rec_all: 0.2049 (0.2127) loss_rec_sfr: 0.2592 (0.2703) loss_cl: -0.2782 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [03:46:41.693263] Epoch: [375] [1840/2904] eta: 0:13:23 lr: 0.001419 loss: 0.1773 (0.1867) loss_rec_all: 0.2033 (0.2127) loss_rec_sfr: 0.2568 (0.2702) loss_cl: -0.2785 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [03:46:56.603879] Epoch: [375] [1860/2904] eta: 0:13:08 lr: 0.001419 loss: 0.1814 (0.1867) loss_rec_all: 0.2078 (0.2127) loss_rec_sfr: 0.2574 (0.2703) loss_cl: -0.2785 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [03:47:11.519546] Epoch: [375] [1880/2904] eta: 0:12:53 lr: 0.001419 loss: 0.1781 (0.1867) loss_rec_all: 0.2043 (0.2127) loss_rec_sfr: 0.2528 (0.2704) loss_cl: -0.2789 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [03:47:26.440273] Epoch: [375] [1900/2904] eta: 0:12:38 lr: 0.001419 loss: 0.1806 (0.1868) loss_rec_all: 0.2068 (0.2128) loss_rec_sfr: 0.2621 (0.2706) loss_cl: -0.2792 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [03:47:41.352139] Epoch: [375] [1920/2904] eta: 0:12:22 lr: 0.001419 loss: 0.1760 (0.1868) loss_rec_all: 0.2026 (0.2127) loss_rec_sfr: 0.2228 (0.2704) loss_cl: -0.2798 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [03:47:56.267623] Epoch: [375] [1940/2904] eta: 0:12:07 lr: 0.001419 loss: 0.1775 (0.1867) loss_rec_all: 0.2037 (0.2127) loss_rec_sfr: 0.2463 (0.2701) loss_cl: -0.2799 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [03:48:11.180458] Epoch: [375] [1960/2904] eta: 0:11:52 lr: 0.001419 loss: 0.1768 (0.1867) loss_rec_all: 0.2028 (0.2127) loss_rec_sfr: 0.2508 (0.2701) loss_cl: -0.2788 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [03:48:26.095438] Epoch: [375] [1980/2904] eta: 0:11:37 lr: 0.001419 loss: 0.1777 (0.1867) loss_rec_all: 0.2037 (0.2127) loss_rec_sfr: 0.2249 (0.2700) loss_cl: -0.2781 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [03:48:41.010287] Epoch: [375] [2000/2904] eta: 0:11:22 lr: 0.001419 loss: 0.1759 (0.1867) loss_rec_all: 0.2017 (0.2127) loss_rec_sfr: 0.2595 (0.2700) loss_cl: -0.2787 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [03:48:55.918536] Epoch: [375] [2020/2904] eta: 0:11:06 lr: 0.001419 loss: 0.1777 (0.1867) loss_rec_all: 0.2042 (0.2127) loss_rec_sfr: 0.2562 (0.2700) loss_cl: -0.2796 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [03:49:10.829352] Epoch: [375] [2040/2904] eta: 0:10:51 lr: 0.001419 loss: 0.1768 (0.1867) loss_rec_all: 0.2027 (0.2127) loss_rec_sfr: 0.2590 (0.2701) loss_cl: -0.2794 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [03:49:25.736568] Epoch: [375] [2060/2904] eta: 0:10:36 lr: 0.001418 loss: 0.1795 (0.1868) loss_rec_all: 0.2058 (0.2128) loss_rec_sfr: 0.2524 (0.2703) loss_cl: -0.2786 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [03:49:40.652369] Epoch: [375] [2080/2904] eta: 0:10:21 lr: 0.001418 loss: 0.1773 (0.1868) loss_rec_all: 0.2038 (0.2128) loss_rec_sfr: 0.2591 (0.2703) loss_cl: -0.2783 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [03:49:55.567605] Epoch: [375] [2100/2904] eta: 0:10:06 lr: 0.001418 loss: 0.1780 (0.1868) loss_rec_all: 0.2040 (0.2128) loss_rec_sfr: 0.2567 (0.2704) loss_cl: -0.2789 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [03:50:10.480859] Epoch: [375] [2120/2904] eta: 0:09:51 lr: 0.001418 loss: 0.1740 (0.1867) loss_rec_all: 0.2002 (0.2127) loss_rec_sfr: 0.2543 (0.2703) loss_cl: -0.2792 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [03:50:25.394848] Epoch: [375] [2140/2904] eta: 0:09:36 lr: 0.001418 loss: 0.1804 (0.1868) loss_rec_all: 0.2065 (0.2128) loss_rec_sfr: 0.2551 (0.2703) loss_cl: -0.2792 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [03:50:40.308129] Epoch: [375] [2160/2904] eta: 0:09:20 lr: 0.001418 loss: 0.1788 (0.1867) loss_rec_all: 0.2047 (0.2127) loss_rec_sfr: 0.2572 (0.2703) loss_cl: -0.2785 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [03:50:55.224566] Epoch: [375] [2180/2904] eta: 0:09:05 lr: 0.001418 loss: 0.1746 (0.1867) loss_rec_all: 0.2011 (0.2127) loss_rec_sfr: 0.2539 (0.2701) loss_cl: -0.2781 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [03:51:10.134714] Epoch: [375] [2200/2904] eta: 0:08:50 lr: 0.001418 loss: 0.1763 (0.1868) loss_rec_all: 0.2029 (0.2127) loss_rec_sfr: 0.2536 (0.2704) loss_cl: -0.2790 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [03:51:25.049371] Epoch: [375] [2220/2904] eta: 0:08:35 lr: 0.001418 loss: 0.1785 (0.1867) loss_rec_all: 0.2048 (0.2127) loss_rec_sfr: 0.2605 (0.2703) loss_cl: -0.2801 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [03:51:39.966754] Epoch: [375] [2240/2904] eta: 0:08:20 lr: 0.001418 loss: 0.1786 (0.1867) loss_rec_all: 0.2049 (0.2127) loss_rec_sfr: 0.2515 (0.2702) loss_cl: -0.2793 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [03:51:54.882933] Epoch: [375] [2260/2904] eta: 0:08:05 lr: 0.001418 loss: 0.1774 (0.1868) loss_rec_all: 0.2035 (0.2128) loss_rec_sfr: 0.2670 (0.2705) loss_cl: -0.2785 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [03:52:09.798616] Epoch: [375] [2280/2904] eta: 0:07:50 lr: 0.001418 loss: 0.1748 (0.1867) loss_rec_all: 0.2012 (0.2127) loss_rec_sfr: 0.2196 (0.2703) loss_cl: -0.2789 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [03:52:24.717635] Epoch: [375] [2300/2904] eta: 0:07:35 lr: 0.001418 loss: 0.1745 (0.1867) loss_rec_all: 0.2009 (0.2127) loss_rec_sfr: 0.2453 (0.2703) loss_cl: -0.2785 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [03:52:39.636518] Epoch: [375] [2320/2904] eta: 0:07:19 lr: 0.001418 loss: 0.1776 (0.1867) loss_rec_all: 0.2039 (0.2127) loss_rec_sfr: 0.2204 (0.2702) loss_cl: -0.2784 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [03:52:54.557967] Epoch: [375] [2340/2904] eta: 0:07:04 lr: 0.001418 loss: 0.1775 (0.1867) loss_rec_all: 0.2037 (0.2127) loss_rec_sfr: 0.2512 (0.2701) loss_cl: -0.2798 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [03:53:09.472084] Epoch: [375] [2360/2904] eta: 0:06:49 lr: 0.001418 loss: 0.1739 (0.1867) loss_rec_all: 0.2006 (0.2127) loss_rec_sfr: 0.2508 (0.2701) loss_cl: -0.2798 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [03:53:24.381904] Epoch: [375] [2380/2904] eta: 0:06:34 lr: 0.001418 loss: 0.1775 (0.1867) loss_rec_all: 0.2037 (0.2127) loss_rec_sfr: 0.2585 (0.2702) loss_cl: -0.2793 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [03:53:39.299206] Epoch: [375] [2400/2904] eta: 0:06:19 lr: 0.001418 loss: 0.1773 (0.1867) loss_rec_all: 0.2034 (0.2127) loss_rec_sfr: 0.2504 (0.2702) loss_cl: -0.2787 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [03:53:54.221083] Epoch: [375] [2420/2904] eta: 0:06:04 lr: 0.001418 loss: 0.1766 (0.1867) loss_rec_all: 0.2032 (0.2127) loss_rec_sfr: 0.2524 (0.2702) loss_cl: -0.2787 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [03:54:09.135074] Epoch: [375] [2440/2904] eta: 0:05:49 lr: 0.001418 loss: 0.1769 (0.1868) loss_rec_all: 0.2032 (0.2128) loss_rec_sfr: 0.2563 (0.2704) loss_cl: -0.2790 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [03:54:24.052073] Epoch: [375] [2460/2904] eta: 0:05:34 lr: 0.001418 loss: 0.1759 (0.1868) loss_rec_all: 0.2020 (0.2127) loss_rec_sfr: 0.2491 (0.2703) loss_cl: -0.2793 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [03:54:38.963752] Epoch: [375] [2480/2904] eta: 0:05:19 lr: 0.001418 loss: 0.1760 (0.1867) loss_rec_all: 0.2022 (0.2127) loss_rec_sfr: 0.2559 (0.2703) loss_cl: -0.2784 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [03:54:53.873351] Epoch: [375] [2500/2904] eta: 0:05:04 lr: 0.001418 loss: 0.1844 (0.1868) loss_rec_all: 0.2106 (0.2128) loss_rec_sfr: 0.2660 (0.2706) loss_cl: -0.2774 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [03:55:08.783898] Epoch: [375] [2520/2904] eta: 0:04:49 lr: 0.001418 loss: 0.1789 (0.1868) loss_rec_all: 0.2051 (0.2128) loss_rec_sfr: 0.2559 (0.2706) loss_cl: -0.2790 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [03:55:23.695937] Epoch: [375] [2540/2904] eta: 0:04:33 lr: 0.001418 loss: 0.1754 (0.1868) loss_rec_all: 0.2015 (0.2128) loss_rec_sfr: 0.2208 (0.2704) loss_cl: -0.2797 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [03:55:38.617610] Epoch: [375] [2560/2904] eta: 0:04:18 lr: 0.001418 loss: 0.1797 (0.1869) loss_rec_all: 0.2058 (0.2129) loss_rec_sfr: 0.2527 (0.2707) loss_cl: -0.2797 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [03:55:53.532649] Epoch: [375] [2580/2904] eta: 0:04:03 lr: 0.001418 loss: 0.1754 (0.1869) loss_rec_all: 0.2018 (0.2129) loss_rec_sfr: 0.2251 (0.2707) loss_cl: -0.2781 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [03:56:08.443925] Epoch: [375] [2600/2904] eta: 0:03:48 lr: 0.001418 loss: 0.1827 (0.1869) loss_rec_all: 0.2087 (0.2129) loss_rec_sfr: 0.2499 (0.2708) loss_cl: -0.2778 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [03:56:23.357336] Epoch: [375] [2620/2904] eta: 0:03:33 lr: 0.001418 loss: 0.1809 (0.1870) loss_rec_all: 0.2067 (0.2130) loss_rec_sfr: 0.2662 (0.2709) loss_cl: -0.2784 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [03:56:38.271194] Epoch: [375] [2640/2904] eta: 0:03:18 lr: 0.001418 loss: 0.1824 (0.1870) loss_rec_all: 0.2086 (0.2130) loss_rec_sfr: 0.2651 (0.2711) loss_cl: -0.2792 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [03:56:53.182499] Epoch: [375] [2660/2904] eta: 0:03:03 lr: 0.001417 loss: 0.1805 (0.1871) loss_rec_all: 0.2066 (0.2131) loss_rec_sfr: 0.2658 (0.2716) loss_cl: -0.2789 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [03:57:08.095220] Epoch: [375] [2680/2904] eta: 0:02:48 lr: 0.001417 loss: 0.1806 (0.1872) loss_rec_all: 0.2065 (0.2132) loss_rec_sfr: 0.2562 (0.2717) loss_cl: -0.2787 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [03:57:23.001035] Epoch: [375] [2700/2904] eta: 0:02:33 lr: 0.001417 loss: 0.1766 (0.1872) loss_rec_all: 0.2026 (0.2132) loss_rec_sfr: 0.2673 (0.2719) loss_cl: -0.2790 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [03:57:37.908367] Epoch: [375] [2720/2904] eta: 0:02:18 lr: 0.001417 loss: 0.1770 (0.1872) loss_rec_all: 0.2033 (0.2132) loss_rec_sfr: 0.2595 (0.2720) loss_cl: -0.2799 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [03:57:52.818293] Epoch: [375] [2740/2904] eta: 0:02:03 lr: 0.001417 loss: 0.1762 (0.1872) loss_rec_all: 0.2023 (0.2132) loss_rec_sfr: 0.2579 (0.2719) loss_cl: -0.2789 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [03:58:07.732569] Epoch: [375] [2760/2904] eta: 0:01:48 lr: 0.001417 loss: 0.1776 (0.1872) loss_rec_all: 0.2035 (0.2132) loss_rec_sfr: 0.2529 (0.2719) loss_cl: -0.2786 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [03:58:22.649188] Epoch: [375] [2780/2904] eta: 0:01:33 lr: 0.001417 loss: 0.1796 (0.1873) loss_rec_all: 0.2057 (0.2132) loss_rec_sfr: 0.2559 (0.2721) loss_cl: -0.2786 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [03:58:37.558813] Epoch: [375] [2800/2904] eta: 0:01:18 lr: 0.001417 loss: 0.1825 (0.1873) loss_rec_all: 0.2087 (0.2133) loss_rec_sfr: 0.2599 (0.2722) loss_cl: -0.2792 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [03:58:52.472302] Epoch: [375] [2820/2904] eta: 0:01:03 lr: 0.001417 loss: 0.1801 (0.1873) loss_rec_all: 0.2066 (0.2133) loss_rec_sfr: 0.2536 (0.2722) loss_cl: -0.2804 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [03:59:07.407539] Epoch: [375] [2840/2904] eta: 0:00:48 lr: 0.001417 loss: 0.1832 (0.1874) loss_rec_all: 0.2090 (0.2133) loss_rec_sfr: 0.2636 (0.2723) loss_cl: -0.2787 (-0.2789) time: 0.7467 data: 0.0023 max mem: 29860 [03:59:22.304450] Epoch: [375] [2860/2904] eta: 0:00:33 lr: 0.001417 loss: 0.1867 (0.1874) loss_rec_all: 0.2130 (0.2134) loss_rec_sfr: 0.2528 (0.2726) loss_cl: -0.2798 (-0.2789) time: 0.7448 data: 0.0001 max mem: 29860 [03:59:37.200646] Epoch: [375] [2880/2904] eta: 0:00:18 lr: 0.001417 loss: 0.1759 (0.1874) loss_rec_all: 0.2018 (0.2133) loss_rec_sfr: 0.2512 (0.2723) loss_cl: -0.2761 (-0.2789) time: 0.7448 data: 0.0001 max mem: 29860 [03:59:52.100453] Epoch: [375] [2900/2904] eta: 0:00:03 lr: 0.001417 loss: 0.1805 (0.1874) loss_rec_all: 0.2066 (0.2134) loss_rec_sfr: 0.2585 (0.2724) loss_cl: -0.2786 (-0.2789) time: 0.7450 data: 0.0001 max mem: 29860 [03:59:54.343291] Epoch: [375] [2903/2904] eta: 0:00:00 lr: 0.001417 loss: 0.1779 (0.1874) loss_rec_all: 0.2039 (0.2134) loss_rec_sfr: 0.2585 (0.2724) loss_cl: -0.2787 (-0.2789) time: 0.7450 data: 0.0001 max mem: 29860 [03:59:56.474892] Epoch: [375] Total time: 0:36:25 (0.7526 s / it) [03:59:56.482071] Averaged stats: lr: 0.001417 loss: 0.1779 (0.1901) loss_rec_all: 0.2039 (0.2138) loss_rec_sfr: 0.2585 (0.2739) loss_cl: -0.2787 (-0.2557) [03:59:56.486820] log_dir: ./checkpoint/VF2_ViT-B [04:00:13.903943] Epoch: [376] [ 0/2904] eta: 14:02:57 lr: 0.001417 loss: 0.1811 (0.1811) loss_rec_all: 0.2071 (0.2071) loss_rec_sfr: 0.2881 (0.2881) loss_cl: -0.2794 (-0.2794) time: 17.4164 data: 15.9569 max mem: 29860 [04:00:28.785172] Epoch: [376] [ 20/2904] eta: 1:13:55 lr: 0.001417 loss: 0.1769 (0.1897) loss_rec_all: 0.2032 (0.2155) loss_rec_sfr: 0.2609 (0.2908) loss_cl: -0.2792 (-0.2791) time: 0.7440 data: 0.0002 max mem: 29860 [04:00:43.663689] Epoch: [376] [ 40/2904] eta: 0:54:55 lr: 0.001417 loss: 0.1768 (0.1838) loss_rec_all: 0.2029 (0.2098) loss_rec_sfr: 0.2531 (0.2653) loss_cl: -0.2794 (-0.2793) time: 0.7439 data: 0.0002 max mem: 29860 [04:00:58.556194] Epoch: [376] [ 60/2904] eta: 0:48:13 lr: 0.001417 loss: 0.1775 (0.1857) loss_rec_all: 0.2036 (0.2118) loss_rec_sfr: 0.2570 (0.2692) loss_cl: -0.2792 (-0.2793) time: 0.7446 data: 0.0002 max mem: 29860 [04:01:13.446914] Epoch: [376] [ 80/2904] eta: 0:44:43 lr: 0.001417 loss: 0.1847 (0.1871) loss_rec_all: 0.2109 (0.2131) loss_rec_sfr: 0.2506 (0.2721) loss_cl: -0.2787 (-0.2791) time: 0.7445 data: 0.0002 max mem: 29860 [04:01:28.355658] Epoch: [376] [ 100/2904] eta: 0:42:30 lr: 0.001417 loss: 0.1789 (0.1870) loss_rec_all: 0.2053 (0.2130) loss_rec_sfr: 0.2526 (0.2723) loss_cl: -0.2784 (-0.2790) time: 0.7454 data: 0.0002 max mem: 29860 [04:01:43.274454] Epoch: [376] [ 120/2904] eta: 0:40:56 lr: 0.001417 loss: 0.1788 (0.1878) loss_rec_all: 0.2049 (0.2138) loss_rec_sfr: 0.2635 (0.2765) loss_cl: -0.2783 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [04:01:58.218480] Epoch: [376] [ 140/2904] eta: 0:39:46 lr: 0.001417 loss: 0.1771 (0.1868) loss_rec_all: 0.2033 (0.2128) loss_rec_sfr: 0.2511 (0.2725) loss_cl: -0.2780 (-0.2788) time: 0.7471 data: 0.0003 max mem: 29860 [04:02:13.135130] Epoch: [376] [ 160/2904] eta: 0:38:48 lr: 0.001417 loss: 0.1795 (0.1867) loss_rec_all: 0.2060 (0.2127) loss_rec_sfr: 0.2530 (0.2719) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [04:02:28.048709] Epoch: [376] [ 180/2904] eta: 0:38:00 lr: 0.001417 loss: 0.1818 (0.1877) loss_rec_all: 0.2080 (0.2136) loss_rec_sfr: 0.2637 (0.2758) loss_cl: -0.2796 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [04:02:42.965435] Epoch: [376] [ 200/2904] eta: 0:37:19 lr: 0.001417 loss: 0.1789 (0.1874) loss_rec_all: 0.2053 (0.2134) loss_rec_sfr: 0.2522 (0.2739) loss_cl: -0.2797 (-0.2790) time: 0.7458 data: 0.0002 max mem: 29860 [04:02:57.892603] Epoch: [376] [ 220/2904] eta: 0:36:43 lr: 0.001417 loss: 0.1776 (0.1876) loss_rec_all: 0.2036 (0.2135) loss_rec_sfr: 0.2648 (0.2757) loss_cl: -0.2796 (-0.2790) time: 0.7463 data: 0.0002 max mem: 29860 [04:03:12.841184] Epoch: [376] [ 240/2904] eta: 0:36:10 lr: 0.001417 loss: 0.1768 (0.1878) loss_rec_all: 0.2030 (0.2137) loss_rec_sfr: 0.2551 (0.2760) loss_cl: -0.2783 (-0.2790) time: 0.7474 data: 0.0002 max mem: 29860 [04:03:27.761410] Epoch: [376] [ 260/2904] eta: 0:35:40 lr: 0.001417 loss: 0.1767 (0.1880) loss_rec_all: 0.2030 (0.2140) loss_rec_sfr: 0.2559 (0.2769) loss_cl: -0.2778 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [04:03:42.697350] Epoch: [376] [ 280/2904] eta: 0:35:12 lr: 0.001417 loss: 0.1788 (0.1880) loss_rec_all: 0.2049 (0.2140) loss_rec_sfr: 0.2501 (0.2767) loss_cl: -0.2784 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [04:03:57.607283] Epoch: [376] [ 300/2904] eta: 0:34:45 lr: 0.001417 loss: 0.1785 (0.1880) loss_rec_all: 0.2049 (0.2139) loss_rec_sfr: 0.2548 (0.2764) loss_cl: -0.2789 (-0.2788) time: 0.7454 data: 0.0004 max mem: 29860 [04:04:12.532637] Epoch: [376] [ 320/2904] eta: 0:34:21 lr: 0.001417 loss: 0.1771 (0.1878) loss_rec_all: 0.2035 (0.2138) loss_rec_sfr: 0.2515 (0.2758) loss_cl: -0.2787 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [04:04:27.455963] Epoch: [376] [ 340/2904] eta: 0:33:57 lr: 0.001416 loss: 0.1768 (0.1877) loss_rec_all: 0.2029 (0.2137) loss_rec_sfr: 0.2586 (0.2761) loss_cl: -0.2787 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [04:04:42.378060] Epoch: [376] [ 360/2904] eta: 0:33:34 lr: 0.001416 loss: 0.1781 (0.1874) loss_rec_all: 0.2042 (0.2134) loss_rec_sfr: 0.2531 (0.2752) loss_cl: -0.2793 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [04:04:57.302865] Epoch: [376] [ 380/2904] eta: 0:33:12 lr: 0.001416 loss: 0.1797 (0.1879) loss_rec_all: 0.2063 (0.2138) loss_rec_sfr: 0.2559 (0.2762) loss_cl: -0.2796 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [04:05:12.229636] Epoch: [376] [ 400/2904] eta: 0:32:51 lr: 0.001416 loss: 0.1760 (0.1874) loss_rec_all: 0.2021 (0.2133) loss_rec_sfr: 0.2488 (0.2746) loss_cl: -0.2792 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [04:05:27.157096] Epoch: [376] [ 420/2904] eta: 0:32:30 lr: 0.001416 loss: 0.1854 (0.1881) loss_rec_all: 0.2114 (0.2140) loss_rec_sfr: 0.2586 (0.2770) loss_cl: -0.2790 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [04:05:42.083201] Epoch: [376] [ 440/2904] eta: 0:32:10 lr: 0.001416 loss: 0.1765 (0.1881) loss_rec_all: 0.2029 (0.2141) loss_rec_sfr: 0.2489 (0.2769) loss_cl: -0.2785 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [04:05:57.006214] Epoch: [376] [ 460/2904] eta: 0:31:51 lr: 0.001416 loss: 0.1788 (0.1882) loss_rec_all: 0.2048 (0.2142) loss_rec_sfr: 0.2578 (0.2774) loss_cl: -0.2793 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [04:06:11.929251] Epoch: [376] [ 480/2904] eta: 0:31:31 lr: 0.001416 loss: 0.1769 (0.1881) loss_rec_all: 0.2028 (0.2140) loss_rec_sfr: 0.2577 (0.2769) loss_cl: -0.2787 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [04:06:26.860778] Epoch: [376] [ 500/2904] eta: 0:31:13 lr: 0.001416 loss: 0.1752 (0.1881) loss_rec_all: 0.2014 (0.2140) loss_rec_sfr: 0.2548 (0.2768) loss_cl: -0.2790 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [04:06:41.786534] Epoch: [376] [ 520/2904] eta: 0:30:54 lr: 0.001416 loss: 0.1790 (0.1880) loss_rec_all: 0.2054 (0.2139) loss_rec_sfr: 0.2575 (0.2765) loss_cl: -0.2786 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [04:06:56.708599] Epoch: [376] [ 540/2904] eta: 0:30:36 lr: 0.001416 loss: 0.1787 (0.1881) loss_rec_all: 0.2048 (0.2140) loss_rec_sfr: 0.2502 (0.2766) loss_cl: -0.2789 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [04:07:11.628462] Epoch: [376] [ 560/2904] eta: 0:30:18 lr: 0.001416 loss: 0.1773 (0.1880) loss_rec_all: 0.2034 (0.2139) loss_rec_sfr: 0.2575 (0.2766) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [04:07:26.551488] Epoch: [376] [ 580/2904] eta: 0:30:00 lr: 0.001416 loss: 0.1815 (0.1880) loss_rec_all: 0.2078 (0.2140) loss_rec_sfr: 0.2638 (0.2768) loss_cl: -0.2785 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [04:07:41.475436] Epoch: [376] [ 600/2904] eta: 0:29:42 lr: 0.001416 loss: 0.1769 (0.1878) loss_rec_all: 0.2029 (0.2138) loss_rec_sfr: 0.2462 (0.2761) loss_cl: -0.2794 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [04:07:56.399113] Epoch: [376] [ 620/2904] eta: 0:29:24 lr: 0.001416 loss: 0.1755 (0.1877) loss_rec_all: 0.2017 (0.2137) loss_rec_sfr: 0.2581 (0.2756) loss_cl: -0.2786 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [04:08:11.320699] Epoch: [376] [ 640/2904] eta: 0:29:07 lr: 0.001416 loss: 0.1752 (0.1874) loss_rec_all: 0.2010 (0.2134) loss_rec_sfr: 0.2268 (0.2745) loss_cl: -0.2783 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [04:08:26.249587] Epoch: [376] [ 660/2904] eta: 0:28:50 lr: 0.001416 loss: 0.1762 (0.1873) loss_rec_all: 0.2022 (0.2132) loss_rec_sfr: 0.2567 (0.2740) loss_cl: -0.2787 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [04:08:41.174708] Epoch: [376] [ 680/2904] eta: 0:28:33 lr: 0.001416 loss: 0.1739 (0.1870) loss_rec_all: 0.2000 (0.2129) loss_rec_sfr: 0.2541 (0.2730) loss_cl: -0.2792 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [04:08:56.097255] Epoch: [376] [ 700/2904] eta: 0:28:16 lr: 0.001416 loss: 0.1798 (0.1870) loss_rec_all: 0.2056 (0.2130) loss_rec_sfr: 0.2541 (0.2730) loss_cl: -0.2789 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [04:09:11.021305] Epoch: [376] [ 720/2904] eta: 0:27:59 lr: 0.001416 loss: 0.1779 (0.1872) loss_rec_all: 0.2041 (0.2131) loss_rec_sfr: 0.2513 (0.2734) loss_cl: -0.2786 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [04:09:25.948694] Epoch: [376] [ 740/2904] eta: 0:27:42 lr: 0.001416 loss: 0.1776 (0.1871) loss_rec_all: 0.2038 (0.2131) loss_rec_sfr: 0.2597 (0.2731) loss_cl: -0.2791 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [04:09:40.877581] Epoch: [376] [ 760/2904] eta: 0:27:26 lr: 0.001416 loss: 0.1776 (0.1871) loss_rec_all: 0.2042 (0.2131) loss_rec_sfr: 0.2489 (0.2731) loss_cl: -0.2793 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [04:09:55.785160] Epoch: [376] [ 780/2904] eta: 0:27:09 lr: 0.001416 loss: 0.1782 (0.1871) loss_rec_all: 0.2045 (0.2131) loss_rec_sfr: 0.2504 (0.2729) loss_cl: -0.2791 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [04:10:10.706174] Epoch: [376] [ 800/2904] eta: 0:26:53 lr: 0.001416 loss: 0.1794 (0.1871) loss_rec_all: 0.2057 (0.2131) loss_rec_sfr: 0.2528 (0.2727) loss_cl: -0.2793 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [04:10:25.629912] Epoch: [376] [ 820/2904] eta: 0:26:36 lr: 0.001416 loss: 0.1741 (0.1871) loss_rec_all: 0.2005 (0.2131) loss_rec_sfr: 0.2196 (0.2727) loss_cl: -0.2789 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [04:10:40.556189] Epoch: [376] [ 840/2904] eta: 0:26:20 lr: 0.001416 loss: 0.1867 (0.1873) loss_rec_all: 0.2126 (0.2133) loss_rec_sfr: 0.2548 (0.2730) loss_cl: -0.2793 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [04:10:55.478610] Epoch: [376] [ 860/2904] eta: 0:26:04 lr: 0.001416 loss: 0.1797 (0.1875) loss_rec_all: 0.2058 (0.2135) loss_rec_sfr: 0.2624 (0.2738) loss_cl: -0.2799 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [04:11:10.402444] Epoch: [376] [ 880/2904] eta: 0:25:48 lr: 0.001416 loss: 0.1783 (0.1875) loss_rec_all: 0.2049 (0.2134) loss_rec_sfr: 0.2252 (0.2734) loss_cl: -0.2791 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [04:11:25.326286] Epoch: [376] [ 900/2904] eta: 0:25:32 lr: 0.001416 loss: 0.1761 (0.1874) loss_rec_all: 0.2026 (0.2134) loss_rec_sfr: 0.2432 (0.2733) loss_cl: -0.2784 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [04:11:40.245677] Epoch: [376] [ 920/2904] eta: 0:25:15 lr: 0.001416 loss: 0.1772 (0.1876) loss_rec_all: 0.2033 (0.2135) loss_rec_sfr: 0.2564 (0.2737) loss_cl: -0.2781 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [04:11:55.162551] Epoch: [376] [ 940/2904] eta: 0:24:59 lr: 0.001415 loss: 0.1770 (0.1876) loss_rec_all: 0.2038 (0.2136) loss_rec_sfr: 0.2596 (0.2738) loss_cl: -0.2794 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [04:12:10.081793] Epoch: [376] [ 960/2904] eta: 0:24:43 lr: 0.001415 loss: 0.1775 (0.1877) loss_rec_all: 0.2037 (0.2137) loss_rec_sfr: 0.2592 (0.2743) loss_cl: -0.2799 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [04:12:24.999079] Epoch: [376] [ 980/2904] eta: 0:24:27 lr: 0.001415 loss: 0.1739 (0.1874) loss_rec_all: 0.2002 (0.2134) loss_rec_sfr: 0.2562 (0.2735) loss_cl: -0.2793 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [04:12:39.921355] Epoch: [376] [1000/2904] eta: 0:24:12 lr: 0.001415 loss: 0.1830 (0.1877) loss_rec_all: 0.2089 (0.2136) loss_rec_sfr: 0.2596 (0.2740) loss_cl: -0.2783 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [04:12:54.839848] Epoch: [376] [1020/2904] eta: 0:23:56 lr: 0.001415 loss: 0.1772 (0.1877) loss_rec_all: 0.2032 (0.2136) loss_rec_sfr: 0.2521 (0.2740) loss_cl: -0.2788 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [04:13:09.765341] Epoch: [376] [1040/2904] eta: 0:23:40 lr: 0.001415 loss: 0.1727 (0.1874) loss_rec_all: 0.1986 (0.2134) loss_rec_sfr: 0.2510 (0.2733) loss_cl: -0.2791 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [04:13:24.683222] Epoch: [376] [1060/2904] eta: 0:23:24 lr: 0.001415 loss: 0.1733 (0.1872) loss_rec_all: 0.1994 (0.2132) loss_rec_sfr: 0.2542 (0.2728) loss_cl: -0.2791 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [04:13:39.603648] Epoch: [376] [1080/2904] eta: 0:23:08 lr: 0.001415 loss: 0.1776 (0.1872) loss_rec_all: 0.2042 (0.2132) loss_rec_sfr: 0.2515 (0.2726) loss_cl: -0.2792 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [04:13:54.527644] Epoch: [376] [1100/2904] eta: 0:22:53 lr: 0.001415 loss: 0.1803 (0.1873) loss_rec_all: 0.2063 (0.2133) loss_rec_sfr: 0.2581 (0.2730) loss_cl: -0.2790 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [04:14:09.450619] Epoch: [376] [1120/2904] eta: 0:22:37 lr: 0.001415 loss: 0.1786 (0.1874) loss_rec_all: 0.2049 (0.2134) loss_rec_sfr: 0.2625 (0.2734) loss_cl: -0.2785 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [04:14:24.377649] Epoch: [376] [1140/2904] eta: 0:22:21 lr: 0.001415 loss: 0.1765 (0.1875) loss_rec_all: 0.2026 (0.2135) loss_rec_sfr: 0.2593 (0.2739) loss_cl: -0.2788 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [04:14:39.305288] Epoch: [376] [1160/2904] eta: 0:22:06 lr: 0.001415 loss: 0.1797 (0.1875) loss_rec_all: 0.2059 (0.2135) loss_rec_sfr: 0.2608 (0.2737) loss_cl: -0.2792 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [04:14:54.232541] Epoch: [376] [1180/2904] eta: 0:21:50 lr: 0.001415 loss: 0.1799 (0.1875) loss_rec_all: 0.2061 (0.2135) loss_rec_sfr: 0.2611 (0.2739) loss_cl: -0.2788 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [04:15:09.159341] Epoch: [376] [1200/2904] eta: 0:21:34 lr: 0.001415 loss: 0.1760 (0.1875) loss_rec_all: 0.2019 (0.2135) loss_rec_sfr: 0.2488 (0.2737) loss_cl: -0.2785 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [04:15:24.080396] Epoch: [376] [1220/2904] eta: 0:21:19 lr: 0.001415 loss: 0.1765 (0.1873) loss_rec_all: 0.2028 (0.2133) loss_rec_sfr: 0.2479 (0.2731) loss_cl: -0.2789 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [04:15:39.000765] Epoch: [376] [1240/2904] eta: 0:21:03 lr: 0.001415 loss: 0.1840 (0.1875) loss_rec_all: 0.2101 (0.2134) loss_rec_sfr: 0.2571 (0.2733) loss_cl: -0.2800 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [04:15:53.918742] Epoch: [376] [1260/2904] eta: 0:20:48 lr: 0.001415 loss: 0.1819 (0.1875) loss_rec_all: 0.2081 (0.2135) loss_rec_sfr: 0.2546 (0.2734) loss_cl: -0.2794 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [04:16:08.842823] Epoch: [376] [1280/2904] eta: 0:20:32 lr: 0.001415 loss: 0.1779 (0.1875) loss_rec_all: 0.2041 (0.2134) loss_rec_sfr: 0.2482 (0.2732) loss_cl: -0.2793 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [04:16:23.766194] Epoch: [376] [1300/2904] eta: 0:20:17 lr: 0.001415 loss: 0.1759 (0.1875) loss_rec_all: 0.2022 (0.2134) loss_rec_sfr: 0.2539 (0.2734) loss_cl: -0.2784 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [04:16:38.690004] Epoch: [376] [1320/2904] eta: 0:20:01 lr: 0.001415 loss: 0.1751 (0.1875) loss_rec_all: 0.2012 (0.2135) loss_rec_sfr: 0.2613 (0.2737) loss_cl: -0.2783 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [04:16:53.607300] Epoch: [376] [1340/2904] eta: 0:19:46 lr: 0.001415 loss: 0.1733 (0.1874) loss_rec_all: 0.1995 (0.2134) loss_rec_sfr: 0.2532 (0.2732) loss_cl: -0.2790 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [04:17:08.521146] Epoch: [376] [1360/2904] eta: 0:19:30 lr: 0.001415 loss: 0.1764 (0.1873) loss_rec_all: 0.2024 (0.2133) loss_rec_sfr: 0.2437 (0.2731) loss_cl: -0.2786 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [04:17:23.435296] Epoch: [376] [1380/2904] eta: 0:19:15 lr: 0.001415 loss: 0.1811 (0.1874) loss_rec_all: 0.2071 (0.2134) loss_rec_sfr: 0.2605 (0.2735) loss_cl: -0.2787 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [04:17:38.348602] Epoch: [376] [1400/2904] eta: 0:18:59 lr: 0.001415 loss: 0.1793 (0.1875) loss_rec_all: 0.2053 (0.2134) loss_rec_sfr: 0.2576 (0.2737) loss_cl: -0.2785 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [04:17:53.265421] Epoch: [376] [1420/2904] eta: 0:18:44 lr: 0.001415 loss: 0.1788 (0.1875) loss_rec_all: 0.2051 (0.2135) loss_rec_sfr: 0.2638 (0.2738) loss_cl: -0.2791 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [04:18:08.178275] Epoch: [376] [1440/2904] eta: 0:18:29 lr: 0.001415 loss: 0.1761 (0.1874) loss_rec_all: 0.2023 (0.2134) loss_rec_sfr: 0.2475 (0.2734) loss_cl: -0.2797 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [04:18:23.095076] Epoch: [376] [1460/2904] eta: 0:18:13 lr: 0.001415 loss: 0.1774 (0.1873) loss_rec_all: 0.2037 (0.2133) loss_rec_sfr: 0.2545 (0.2731) loss_cl: -0.2795 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [04:18:38.012236] Epoch: [376] [1480/2904] eta: 0:17:58 lr: 0.001415 loss: 0.1766 (0.1874) loss_rec_all: 0.2028 (0.2133) loss_rec_sfr: 0.2538 (0.2732) loss_cl: -0.2793 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [04:18:52.929650] Epoch: [376] [1500/2904] eta: 0:17:42 lr: 0.001415 loss: 0.1755 (0.1874) loss_rec_all: 0.2017 (0.2134) loss_rec_sfr: 0.2546 (0.2733) loss_cl: -0.2779 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [04:19:07.850442] Epoch: [376] [1520/2904] eta: 0:17:27 lr: 0.001415 loss: 0.1777 (0.1874) loss_rec_all: 0.2041 (0.2134) loss_rec_sfr: 0.2575 (0.2733) loss_cl: -0.2777 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [04:19:22.772729] Epoch: [376] [1540/2904] eta: 0:17:12 lr: 0.001414 loss: 0.1775 (0.1875) loss_rec_all: 0.2033 (0.2134) loss_rec_sfr: 0.2600 (0.2735) loss_cl: -0.2783 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [04:19:37.692307] Epoch: [376] [1560/2904] eta: 0:16:56 lr: 0.001414 loss: 0.1753 (0.1875) loss_rec_all: 0.2018 (0.2135) loss_rec_sfr: 0.2593 (0.2735) loss_cl: -0.2794 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [04:19:52.610867] Epoch: [376] [1580/2904] eta: 0:16:41 lr: 0.001414 loss: 0.1767 (0.1875) loss_rec_all: 0.2029 (0.2135) loss_rec_sfr: 0.2599 (0.2737) loss_cl: -0.2791 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [04:20:07.532664] Epoch: [376] [1600/2904] eta: 0:16:26 lr: 0.001414 loss: 0.1828 (0.1876) loss_rec_all: 0.2085 (0.2135) loss_rec_sfr: 0.2615 (0.2738) loss_cl: -0.2789 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [04:20:22.455443] Epoch: [376] [1620/2904] eta: 0:16:11 lr: 0.001414 loss: 0.1798 (0.1877) loss_rec_all: 0.2061 (0.2136) loss_rec_sfr: 0.2226 (0.2740) loss_cl: -0.2788 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [04:20:37.385260] Epoch: [376] [1640/2904] eta: 0:15:55 lr: 0.001414 loss: 0.1766 (0.1877) loss_rec_all: 0.2033 (0.2136) loss_rec_sfr: 0.2587 (0.2742) loss_cl: -0.2792 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [04:20:52.310248] Epoch: [376] [1660/2904] eta: 0:15:40 lr: 0.001414 loss: 0.1753 (0.1876) loss_rec_all: 0.2013 (0.2136) loss_rec_sfr: 0.2609 (0.2742) loss_cl: -0.2797 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [04:21:07.239415] Epoch: [376] [1680/2904] eta: 0:15:25 lr: 0.001414 loss: 0.1724 (0.1876) loss_rec_all: 0.1990 (0.2135) loss_rec_sfr: 0.2524 (0.2740) loss_cl: -0.2797 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [04:21:22.307428] Epoch: [376] [1700/2904] eta: 0:15:10 lr: 0.001414 loss: 0.1778 (0.1875) loss_rec_all: 0.2040 (0.2135) loss_rec_sfr: 0.2455 (0.2738) loss_cl: -0.2786 (-0.2789) time: 0.7534 data: 0.0002 max mem: 29860 [04:21:37.225674] Epoch: [376] [1720/2904] eta: 0:14:54 lr: 0.001414 loss: 0.1794 (0.1876) loss_rec_all: 0.2056 (0.2135) loss_rec_sfr: 0.2637 (0.2740) loss_cl: -0.2783 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [04:21:52.148496] Epoch: [376] [1740/2904] eta: 0:14:39 lr: 0.001414 loss: 0.1782 (0.1875) loss_rec_all: 0.2045 (0.2134) loss_rec_sfr: 0.2499 (0.2737) loss_cl: -0.2779 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [04:22:07.077304] Epoch: [376] [1760/2904] eta: 0:14:24 lr: 0.001414 loss: 0.1766 (0.1874) loss_rec_all: 0.2030 (0.2134) loss_rec_sfr: 0.2272 (0.2735) loss_cl: -0.2783 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [04:22:22.003384] Epoch: [376] [1780/2904] eta: 0:14:09 lr: 0.001414 loss: 0.1768 (0.1875) loss_rec_all: 0.2032 (0.2135) loss_rec_sfr: 0.2170 (0.2736) loss_cl: -0.2789 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [04:22:36.931234] Epoch: [376] [1800/2904] eta: 0:13:53 lr: 0.001414 loss: 0.1774 (0.1875) loss_rec_all: 0.2039 (0.2135) loss_rec_sfr: 0.2519 (0.2736) loss_cl: -0.2788 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [04:22:51.861831] Epoch: [376] [1820/2904] eta: 0:13:38 lr: 0.001414 loss: 0.1773 (0.1875) loss_rec_all: 0.2032 (0.2135) loss_rec_sfr: 0.2611 (0.2737) loss_cl: -0.2789 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [04:23:06.802516] Epoch: [376] [1840/2904] eta: 0:13:23 lr: 0.001414 loss: 0.1757 (0.1875) loss_rec_all: 0.2022 (0.2135) loss_rec_sfr: 0.2579 (0.2737) loss_cl: -0.2786 (-0.2789) time: 0.7470 data: 0.0003 max mem: 29860 [04:23:21.733049] Epoch: [376] [1860/2904] eta: 0:13:08 lr: 0.001414 loss: 0.1794 (0.1875) loss_rec_all: 0.2056 (0.2135) loss_rec_sfr: 0.2559 (0.2737) loss_cl: -0.2791 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [04:23:36.664668] Epoch: [376] [1880/2904] eta: 0:12:53 lr: 0.001414 loss: 0.1773 (0.1875) loss_rec_all: 0.2035 (0.2135) loss_rec_sfr: 0.2572 (0.2738) loss_cl: -0.2792 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [04:23:51.589174] Epoch: [376] [1900/2904] eta: 0:12:37 lr: 0.001414 loss: 0.1759 (0.1875) loss_rec_all: 0.2025 (0.2135) loss_rec_sfr: 0.2214 (0.2736) loss_cl: -0.2789 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [04:24:06.512496] Epoch: [376] [1920/2904] eta: 0:12:22 lr: 0.001414 loss: 0.1749 (0.1875) loss_rec_all: 0.2014 (0.2134) loss_rec_sfr: 0.2448 (0.2734) loss_cl: -0.2785 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [04:24:21.430894] Epoch: [376] [1940/2904] eta: 0:12:07 lr: 0.001414 loss: 0.1752 (0.1874) loss_rec_all: 0.2016 (0.2134) loss_rec_sfr: 0.2444 (0.2733) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [04:24:36.359599] Epoch: [376] [1960/2904] eta: 0:11:52 lr: 0.001414 loss: 0.1814 (0.1875) loss_rec_all: 0.2074 (0.2135) loss_rec_sfr: 0.2704 (0.2736) loss_cl: -0.2790 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [04:24:51.284185] Epoch: [376] [1980/2904] eta: 0:11:37 lr: 0.001414 loss: 0.1763 (0.1875) loss_rec_all: 0.2023 (0.2135) loss_rec_sfr: 0.2567 (0.2735) loss_cl: -0.2791 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [04:25:06.211389] Epoch: [376] [2000/2904] eta: 0:11:22 lr: 0.001414 loss: 0.1747 (0.1875) loss_rec_all: 0.2010 (0.2135) loss_rec_sfr: 0.2496 (0.2735) loss_cl: -0.2799 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [04:25:21.137698] Epoch: [376] [2020/2904] eta: 0:11:06 lr: 0.001414 loss: 0.1765 (0.1875) loss_rec_all: 0.2027 (0.2135) loss_rec_sfr: 0.2496 (0.2735) loss_cl: -0.2794 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [04:25:36.060434] Epoch: [376] [2040/2904] eta: 0:10:51 lr: 0.001414 loss: 0.1767 (0.1875) loss_rec_all: 0.2035 (0.2135) loss_rec_sfr: 0.2555 (0.2736) loss_cl: -0.2789 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [04:25:50.982044] Epoch: [376] [2060/2904] eta: 0:10:36 lr: 0.001414 loss: 0.1786 (0.1875) loss_rec_all: 0.2045 (0.2135) loss_rec_sfr: 0.2562 (0.2735) loss_cl: -0.2789 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [04:26:05.899967] Epoch: [376] [2080/2904] eta: 0:10:21 lr: 0.001414 loss: 0.1752 (0.1875) loss_rec_all: 0.2017 (0.2135) loss_rec_sfr: 0.2490 (0.2735) loss_cl: -0.2797 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [04:26:20.819700] Epoch: [376] [2100/2904] eta: 0:10:06 lr: 0.001414 loss: 0.1801 (0.1876) loss_rec_all: 0.2059 (0.2135) loss_rec_sfr: 0.2601 (0.2737) loss_cl: -0.2789 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [04:26:35.738643] Epoch: [376] [2120/2904] eta: 0:09:51 lr: 0.001413 loss: 0.1789 (0.1876) loss_rec_all: 0.2047 (0.2136) loss_rec_sfr: 0.2515 (0.2737) loss_cl: -0.2785 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [04:26:50.659404] Epoch: [376] [2140/2904] eta: 0:09:35 lr: 0.001413 loss: 0.1754 (0.1875) loss_rec_all: 0.2015 (0.2135) loss_rec_sfr: 0.2548 (0.2733) loss_cl: -0.2787 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [04:27:05.580824] Epoch: [376] [2160/2904] eta: 0:09:20 lr: 0.001413 loss: 0.1781 (0.1875) loss_rec_all: 0.2043 (0.2134) loss_rec_sfr: 0.2595 (0.2732) loss_cl: -0.2798 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [04:27:20.502405] Epoch: [376] [2180/2904] eta: 0:09:05 lr: 0.001413 loss: 0.1758 (0.1875) loss_rec_all: 0.2019 (0.2134) loss_rec_sfr: 0.2553 (0.2733) loss_cl: -0.2783 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [04:27:35.424693] Epoch: [376] [2200/2904] eta: 0:08:50 lr: 0.001413 loss: 0.1823 (0.1875) loss_rec_all: 0.2086 (0.2135) loss_rec_sfr: 0.2549 (0.2734) loss_cl: -0.2788 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [04:27:50.348942] Epoch: [376] [2220/2904] eta: 0:08:35 lr: 0.001413 loss: 0.1797 (0.1875) loss_rec_all: 0.2060 (0.2135) loss_rec_sfr: 0.2545 (0.2734) loss_cl: -0.2781 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [04:28:05.278932] Epoch: [376] [2240/2904] eta: 0:08:20 lr: 0.001413 loss: 0.1762 (0.1875) loss_rec_all: 0.2023 (0.2134) loss_rec_sfr: 0.2489 (0.2731) loss_cl: -0.2786 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [04:28:20.203656] Epoch: [376] [2260/2904] eta: 0:08:05 lr: 0.001413 loss: 0.1769 (0.1874) loss_rec_all: 0.2029 (0.2134) loss_rec_sfr: 0.2481 (0.2730) loss_cl: -0.2795 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [04:28:35.130250] Epoch: [376] [2280/2904] eta: 0:07:50 lr: 0.001413 loss: 0.1746 (0.1874) loss_rec_all: 0.2010 (0.2133) loss_rec_sfr: 0.2562 (0.2729) loss_cl: -0.2800 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [04:28:50.060373] Epoch: [376] [2300/2904] eta: 0:07:35 lr: 0.001413 loss: 0.1790 (0.1873) loss_rec_all: 0.2051 (0.2133) loss_rec_sfr: 0.2568 (0.2728) loss_cl: -0.2793 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [04:29:04.988945] Epoch: [376] [2320/2904] eta: 0:07:19 lr: 0.001413 loss: 0.1737 (0.1873) loss_rec_all: 0.1996 (0.2133) loss_rec_sfr: 0.2565 (0.2726) loss_cl: -0.2792 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [04:29:19.912952] Epoch: [376] [2340/2904] eta: 0:07:04 lr: 0.001413 loss: 0.1765 (0.1873) loss_rec_all: 0.2031 (0.2133) loss_rec_sfr: 0.2611 (0.2727) loss_cl: -0.2789 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [04:29:34.837557] Epoch: [376] [2360/2904] eta: 0:06:49 lr: 0.001413 loss: 0.1782 (0.1873) loss_rec_all: 0.2044 (0.2133) loss_rec_sfr: 0.2207 (0.2725) loss_cl: -0.2786 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [04:29:49.759453] Epoch: [376] [2380/2904] eta: 0:06:34 lr: 0.001413 loss: 0.1726 (0.1873) loss_rec_all: 0.1991 (0.2132) loss_rec_sfr: 0.2061 (0.2722) loss_cl: -0.2794 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [04:30:04.679117] Epoch: [376] [2400/2904] eta: 0:06:19 lr: 0.001413 loss: 0.1788 (0.1872) loss_rec_all: 0.2049 (0.2132) loss_rec_sfr: 0.2526 (0.2720) loss_cl: -0.2790 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [04:30:19.600084] Epoch: [376] [2420/2904] eta: 0:06:04 lr: 0.001413 loss: 0.1752 (0.1873) loss_rec_all: 0.2015 (0.2132) loss_rec_sfr: 0.2636 (0.2722) loss_cl: -0.2794 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [04:30:34.516462] Epoch: [376] [2440/2904] eta: 0:05:49 lr: 0.001413 loss: 0.1844 (0.1874) loss_rec_all: 0.2105 (0.2133) loss_rec_sfr: 0.2626 (0.2726) loss_cl: -0.2787 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [04:30:49.433502] Epoch: [376] [2460/2904] eta: 0:05:34 lr: 0.001413 loss: 0.1758 (0.1873) loss_rec_all: 0.2020 (0.2133) loss_rec_sfr: 0.2569 (0.2725) loss_cl: -0.2792 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [04:31:04.358554] Epoch: [376] [2480/2904] eta: 0:05:19 lr: 0.001413 loss: 0.1784 (0.1873) loss_rec_all: 0.2043 (0.2133) loss_rec_sfr: 0.2550 (0.2724) loss_cl: -0.2794 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [04:31:19.280500] Epoch: [376] [2500/2904] eta: 0:05:04 lr: 0.001413 loss: 0.1772 (0.1873) loss_rec_all: 0.2035 (0.2133) loss_rec_sfr: 0.2555 (0.2725) loss_cl: -0.2794 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [04:31:34.200700] Epoch: [376] [2520/2904] eta: 0:04:49 lr: 0.001413 loss: 0.1770 (0.1873) loss_rec_all: 0.2037 (0.2133) loss_rec_sfr: 0.2567 (0.2725) loss_cl: -0.2790 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [04:31:49.119587] Epoch: [376] [2540/2904] eta: 0:04:33 lr: 0.001413 loss: 0.1789 (0.1873) loss_rec_all: 0.2047 (0.2133) loss_rec_sfr: 0.2450 (0.2723) loss_cl: -0.2789 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [04:32:04.038532] Epoch: [376] [2560/2904] eta: 0:04:18 lr: 0.001413 loss: 0.1787 (0.1873) loss_rec_all: 0.2049 (0.2133) loss_rec_sfr: 0.2503 (0.2723) loss_cl: -0.2781 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [04:32:18.958393] Epoch: [376] [2580/2904] eta: 0:04:03 lr: 0.001413 loss: 0.1763 (0.1873) loss_rec_all: 0.2022 (0.2133) loss_rec_sfr: 0.2539 (0.2722) loss_cl: -0.2784 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [04:32:33.878709] Epoch: [376] [2600/2904] eta: 0:03:48 lr: 0.001413 loss: 0.1767 (0.1873) loss_rec_all: 0.2026 (0.2133) loss_rec_sfr: 0.2603 (0.2722) loss_cl: -0.2789 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [04:32:48.800537] Epoch: [376] [2620/2904] eta: 0:03:33 lr: 0.001413 loss: 0.1803 (0.1873) loss_rec_all: 0.2065 (0.2133) loss_rec_sfr: 0.2637 (0.2722) loss_cl: -0.2791 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [04:33:03.719868] Epoch: [376] [2640/2904] eta: 0:03:18 lr: 0.001413 loss: 0.1781 (0.1873) loss_rec_all: 0.2040 (0.2133) loss_rec_sfr: 0.2190 (0.2722) loss_cl: -0.2786 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [04:33:18.645294] Epoch: [376] [2660/2904] eta: 0:03:03 lr: 0.001413 loss: 0.1861 (0.1873) loss_rec_all: 0.2122 (0.2133) loss_rec_sfr: 0.2558 (0.2723) loss_cl: -0.2788 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [04:33:33.562893] Epoch: [376] [2680/2904] eta: 0:02:48 lr: 0.001413 loss: 0.1837 (0.1874) loss_rec_all: 0.2097 (0.2134) loss_rec_sfr: 0.2598 (0.2726) loss_cl: -0.2780 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [04:33:48.483494] Epoch: [376] [2700/2904] eta: 0:02:33 lr: 0.001413 loss: 0.1815 (0.1875) loss_rec_all: 0.2076 (0.2134) loss_rec_sfr: 0.2587 (0.2727) loss_cl: -0.2790 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [04:34:03.400802] Epoch: [376] [2720/2904] eta: 0:02:18 lr: 0.001412 loss: 0.1773 (0.1875) loss_rec_all: 0.2037 (0.2135) loss_rec_sfr: 0.2540 (0.2727) loss_cl: -0.2794 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [04:34:18.319583] Epoch: [376] [2740/2904] eta: 0:02:03 lr: 0.001412 loss: 0.1788 (0.1875) loss_rec_all: 0.2049 (0.2135) loss_rec_sfr: 0.2552 (0.2728) loss_cl: -0.2798 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [04:34:33.236450] Epoch: [376] [2760/2904] eta: 0:01:48 lr: 0.001412 loss: 0.1782 (0.1875) loss_rec_all: 0.2044 (0.2134) loss_rec_sfr: 0.2560 (0.2728) loss_cl: -0.2793 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [04:34:48.157596] Epoch: [376] [2780/2904] eta: 0:01:33 lr: 0.001412 loss: 0.1778 (0.1875) loss_rec_all: 0.2043 (0.2135) loss_rec_sfr: 0.2627 (0.2730) loss_cl: -0.2784 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [04:35:03.076656] Epoch: [376] [2800/2904] eta: 0:01:18 lr: 0.001412 loss: 0.1763 (0.1875) loss_rec_all: 0.2028 (0.2135) loss_rec_sfr: 0.2556 (0.2729) loss_cl: -0.2785 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [04:35:18.000092] Epoch: [376] [2820/2904] eta: 0:01:03 lr: 0.001412 loss: 0.1749 (0.1875) loss_rec_all: 0.2013 (0.2134) loss_rec_sfr: 0.2128 (0.2727) loss_cl: -0.2785 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [04:35:32.951204] Epoch: [376] [2840/2904] eta: 0:00:48 lr: 0.001412 loss: 0.1757 (0.1875) loss_rec_all: 0.2018 (0.2135) loss_rec_sfr: 0.2644 (0.2728) loss_cl: -0.2787 (-0.2789) time: 0.7475 data: 0.0023 max mem: 29860 [04:35:47.854031] Epoch: [376] [2860/2904] eta: 0:00:33 lr: 0.001412 loss: 0.1780 (0.1875) loss_rec_all: 0.2043 (0.2135) loss_rec_sfr: 0.2621 (0.2730) loss_cl: -0.2791 (-0.2789) time: 0.7451 data: 0.0001 max mem: 29860 [04:36:02.762482] Epoch: [376] [2880/2904] eta: 0:00:18 lr: 0.001412 loss: 0.1792 (0.1876) loss_rec_all: 0.2052 (0.2135) loss_rec_sfr: 0.2607 (0.2731) loss_cl: -0.2782 (-0.2789) time: 0.7454 data: 0.0001 max mem: 29860 [04:36:17.675482] Epoch: [376] [2900/2904] eta: 0:00:03 lr: 0.001412 loss: 0.1849 (0.1876) loss_rec_all: 0.2108 (0.2136) loss_rec_sfr: 0.2560 (0.2733) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0001 max mem: 29860 [04:36:19.917157] Epoch: [376] [2903/2904] eta: 0:00:00 lr: 0.001412 loss: 0.1782 (0.1876) loss_rec_all: 0.2042 (0.2136) loss_rec_sfr: 0.2614 (0.2733) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0001 max mem: 29860 [04:36:21.982420] Epoch: [376] Total time: 0:36:25 (0.7526 s / it) [04:36:21.988998] Averaged stats: lr: 0.001412 loss: 0.1782 (0.1900) loss_rec_all: 0.2042 (0.2137) loss_rec_sfr: 0.2614 (0.2738) loss_cl: -0.2786 (-0.2556) [04:36:21.993647] log_dir: ./checkpoint/VF2_ViT-B [04:36:40.528971] Epoch: [377] [ 0/2904] eta: 14:57:04 lr: 0.001412 loss: 0.2453 (0.2453) loss_rec_all: 0.2700 (0.2700) loss_rec_sfr: 0.4572 (0.4572) loss_cl: -0.2785 (-0.2785) time: 18.5346 data: 13.1723 max mem: 29860 [04:36:55.482684] Epoch: [377] [ 20/2904] eta: 1:16:38 lr: 0.001412 loss: 0.1838 (0.1980) loss_rec_all: 0.2101 (0.2237) loss_rec_sfr: 0.2575 (0.3122) loss_cl: -0.2795 (-0.2795) time: 0.7476 data: 0.0002 max mem: 29860 [04:37:10.383241] Epoch: [377] [ 40/2904] eta: 0:56:20 lr: 0.001412 loss: 0.1787 (0.1922) loss_rec_all: 0.2048 (0.2181) loss_rec_sfr: 0.2529 (0.2895) loss_cl: -0.2790 (-0.2793) time: 0.7450 data: 0.0002 max mem: 29860 [04:37:25.266903] Epoch: [377] [ 60/2904] eta: 0:49:09 lr: 0.001412 loss: 0.1794 (0.1904) loss_rec_all: 0.2060 (0.2164) loss_rec_sfr: 0.2574 (0.2843) loss_cl: -0.2794 (-0.2792) time: 0.7441 data: 0.0002 max mem: 29860 [04:37:40.160718] Epoch: [377] [ 80/2904] eta: 0:45:25 lr: 0.001412 loss: 0.1790 (0.1921) loss_rec_all: 0.2053 (0.2180) loss_rec_sfr: 0.2490 (0.2870) loss_cl: -0.2789 (-0.2791) time: 0.7447 data: 0.0002 max mem: 29860 [04:37:55.074349] Epoch: [377] [ 100/2904] eta: 0:43:04 lr: 0.001412 loss: 0.1766 (0.1904) loss_rec_all: 0.2026 (0.2163) loss_rec_sfr: 0.2635 (0.2825) loss_cl: -0.2794 (-0.2792) time: 0.7456 data: 0.0002 max mem: 29860 [04:38:09.996291] Epoch: [377] [ 120/2904] eta: 0:41:24 lr: 0.001412 loss: 0.1884 (0.1927) loss_rec_all: 0.2144 (0.2186) loss_rec_sfr: 0.2610 (0.2900) loss_cl: -0.2784 (-0.2791) time: 0.7461 data: 0.0002 max mem: 29860 [04:38:24.922179] Epoch: [377] [ 140/2904] eta: 0:40:09 lr: 0.001412 loss: 0.1757 (0.1912) loss_rec_all: 0.2016 (0.2171) loss_rec_sfr: 0.2553 (0.2858) loss_cl: -0.2778 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [04:38:39.857275] Epoch: [377] [ 160/2904] eta: 0:39:09 lr: 0.001412 loss: 0.1829 (0.1913) loss_rec_all: 0.2093 (0.2172) loss_rec_sfr: 0.2519 (0.2850) loss_cl: -0.2794 (-0.2789) time: 0.7467 data: 0.0002 max mem: 29860 [04:38:54.805107] Epoch: [377] [ 180/2904] eta: 0:38:19 lr: 0.001412 loss: 0.1782 (0.1909) loss_rec_all: 0.2041 (0.2168) loss_rec_sfr: 0.2571 (0.2834) loss_cl: -0.2793 (-0.2790) time: 0.7474 data: 0.0002 max mem: 29860 [04:39:09.733985] Epoch: [377] [ 200/2904] eta: 0:37:36 lr: 0.001412 loss: 0.1746 (0.1904) loss_rec_all: 0.2011 (0.2164) loss_rec_sfr: 0.2121 (0.2804) loss_cl: -0.2789 (-0.2790) time: 0.7464 data: 0.0002 max mem: 29860 [04:39:24.691893] Epoch: [377] [ 220/2904] eta: 0:36:58 lr: 0.001412 loss: 0.1826 (0.1904) loss_rec_all: 0.2085 (0.2164) loss_rec_sfr: 0.2541 (0.2804) loss_cl: -0.2795 (-0.2790) time: 0.7479 data: 0.0002 max mem: 29860 [04:39:39.612403] Epoch: [377] [ 240/2904] eta: 0:36:24 lr: 0.001412 loss: 0.1788 (0.1905) loss_rec_all: 0.2047 (0.2164) loss_rec_sfr: 0.2541 (0.2804) loss_cl: -0.2790 (-0.2790) time: 0.7460 data: 0.0002 max mem: 29860 [04:39:54.547958] Epoch: [377] [ 260/2904] eta: 0:35:53 lr: 0.001412 loss: 0.1767 (0.1901) loss_rec_all: 0.2027 (0.2160) loss_rec_sfr: 0.2586 (0.2794) loss_cl: -0.2791 (-0.2790) time: 0.7467 data: 0.0002 max mem: 29860 [04:40:09.470253] Epoch: [377] [ 280/2904] eta: 0:35:24 lr: 0.001412 loss: 0.1901 (0.1912) loss_rec_all: 0.2161 (0.2171) loss_rec_sfr: 0.2647 (0.2827) loss_cl: -0.2787 (-0.2790) time: 0.7461 data: 0.0002 max mem: 29860 [04:40:24.386191] Epoch: [377] [ 300/2904] eta: 0:34:56 lr: 0.001412 loss: 0.1778 (0.1908) loss_rec_all: 0.2038 (0.2168) loss_rec_sfr: 0.2557 (0.2816) loss_cl: -0.2785 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [04:40:39.301217] Epoch: [377] [ 320/2904] eta: 0:34:31 lr: 0.001412 loss: 0.1797 (0.1909) loss_rec_all: 0.2058 (0.2168) loss_rec_sfr: 0.2612 (0.2820) loss_cl: -0.2785 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [04:40:54.219262] Epoch: [377] [ 340/2904] eta: 0:34:06 lr: 0.001412 loss: 0.1805 (0.1910) loss_rec_all: 0.2065 (0.2169) loss_rec_sfr: 0.2588 (0.2821) loss_cl: -0.2791 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [04:41:09.142918] Epoch: [377] [ 360/2904] eta: 0:33:43 lr: 0.001412 loss: 0.1772 (0.1913) loss_rec_all: 0.2036 (0.2173) loss_rec_sfr: 0.2566 (0.2836) loss_cl: -0.2793 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [04:41:24.060215] Epoch: [377] [ 380/2904] eta: 0:33:20 lr: 0.001412 loss: 0.1797 (0.1914) loss_rec_all: 0.2056 (0.2173) loss_rec_sfr: 0.2605 (0.2838) loss_cl: -0.2783 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [04:41:38.989112] Epoch: [377] [ 400/2904] eta: 0:32:59 lr: 0.001412 loss: 0.1772 (0.1910) loss_rec_all: 0.2031 (0.2169) loss_rec_sfr: 0.2440 (0.2828) loss_cl: -0.2787 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [04:41:53.913602] Epoch: [377] [ 420/2904] eta: 0:32:38 lr: 0.001411 loss: 0.1757 (0.1908) loss_rec_all: 0.2018 (0.2167) loss_rec_sfr: 0.2550 (0.2824) loss_cl: -0.2799 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [04:42:08.843629] Epoch: [377] [ 440/2904] eta: 0:32:17 lr: 0.001411 loss: 0.1762 (0.1906) loss_rec_all: 0.2027 (0.2165) loss_rec_sfr: 0.2255 (0.2814) loss_cl: -0.2790 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [04:42:23.769109] Epoch: [377] [ 460/2904] eta: 0:31:57 lr: 0.001411 loss: 0.1777 (0.1902) loss_rec_all: 0.2036 (0.2162) loss_rec_sfr: 0.2538 (0.2805) loss_cl: -0.2780 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [04:42:38.704480] Epoch: [377] [ 480/2904] eta: 0:31:38 lr: 0.001411 loss: 0.1789 (0.1904) loss_rec_all: 0.2050 (0.2163) loss_rec_sfr: 0.2585 (0.2809) loss_cl: -0.2792 (-0.2789) time: 0.7467 data: 0.0002 max mem: 29860 [04:42:53.632003] Epoch: [377] [ 500/2904] eta: 0:31:19 lr: 0.001411 loss: 0.1790 (0.1903) loss_rec_all: 0.2052 (0.2162) loss_rec_sfr: 0.2533 (0.2801) loss_cl: -0.2789 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [04:43:08.560413] Epoch: [377] [ 520/2904] eta: 0:31:00 lr: 0.001411 loss: 0.1792 (0.1905) loss_rec_all: 0.2053 (0.2164) loss_rec_sfr: 0.2514 (0.2809) loss_cl: -0.2786 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [04:43:23.485413] Epoch: [377] [ 540/2904] eta: 0:30:41 lr: 0.001411 loss: 0.1768 (0.1906) loss_rec_all: 0.2029 (0.2165) loss_rec_sfr: 0.2699 (0.2818) loss_cl: -0.2793 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [04:43:38.404614] Epoch: [377] [ 560/2904] eta: 0:30:23 lr: 0.001411 loss: 0.1804 (0.1906) loss_rec_all: 0.2064 (0.2165) loss_rec_sfr: 0.2525 (0.2816) loss_cl: -0.2790 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [04:43:53.332204] Epoch: [377] [ 580/2904] eta: 0:30:05 lr: 0.001411 loss: 0.1761 (0.1904) loss_rec_all: 0.2024 (0.2163) loss_rec_sfr: 0.2473 (0.2807) loss_cl: -0.2790 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [04:44:08.261657] Epoch: [377] [ 600/2904] eta: 0:29:47 lr: 0.001411 loss: 0.1736 (0.1901) loss_rec_all: 0.1999 (0.2161) loss_rec_sfr: 0.2497 (0.2802) loss_cl: -0.2793 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [04:44:23.193797] Epoch: [377] [ 620/2904] eta: 0:29:29 lr: 0.001411 loss: 0.1753 (0.1901) loss_rec_all: 0.2014 (0.2160) loss_rec_sfr: 0.2593 (0.2805) loss_cl: -0.2791 (-0.2789) time: 0.7466 data: 0.0002 max mem: 29860 [04:44:38.127072] Epoch: [377] [ 640/2904] eta: 0:29:12 lr: 0.001411 loss: 0.1756 (0.1899) loss_rec_all: 0.2016 (0.2158) loss_rec_sfr: 0.2619 (0.2799) loss_cl: -0.2784 (-0.2789) time: 0.7466 data: 0.0002 max mem: 29860 [04:44:53.062358] Epoch: [377] [ 660/2904] eta: 0:28:54 lr: 0.001411 loss: 0.1745 (0.1897) loss_rec_all: 0.2006 (0.2156) loss_rec_sfr: 0.2473 (0.2790) loss_cl: -0.2792 (-0.2789) time: 0.7467 data: 0.0002 max mem: 29860 [04:45:07.997293] Epoch: [377] [ 680/2904] eta: 0:28:37 lr: 0.001411 loss: 0.1780 (0.1895) loss_rec_all: 0.2043 (0.2155) loss_rec_sfr: 0.2558 (0.2784) loss_cl: -0.2783 (-0.2789) time: 0.7467 data: 0.0002 max mem: 29860 [04:45:22.923326] Epoch: [377] [ 700/2904] eta: 0:28:20 lr: 0.001411 loss: 0.1766 (0.1895) loss_rec_all: 0.2029 (0.2154) loss_rec_sfr: 0.2566 (0.2783) loss_cl: -0.2786 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [04:45:37.844328] Epoch: [377] [ 720/2904] eta: 0:28:03 lr: 0.001411 loss: 0.1799 (0.1896) loss_rec_all: 0.2059 (0.2155) loss_rec_sfr: 0.2621 (0.2785) loss_cl: -0.2794 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [04:45:52.769741] Epoch: [377] [ 740/2904] eta: 0:27:46 lr: 0.001411 loss: 0.1737 (0.1893) loss_rec_all: 0.1999 (0.2153) loss_rec_sfr: 0.2567 (0.2780) loss_cl: -0.2797 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [04:46:07.698859] Epoch: [377] [ 760/2904] eta: 0:27:30 lr: 0.001411 loss: 0.1776 (0.1894) loss_rec_all: 0.2035 (0.2154) loss_rec_sfr: 0.2665 (0.2785) loss_cl: -0.2785 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [04:46:22.627653] Epoch: [377] [ 780/2904] eta: 0:27:13 lr: 0.001411 loss: 0.1765 (0.1893) loss_rec_all: 0.2027 (0.2152) loss_rec_sfr: 0.2517 (0.2779) loss_cl: -0.2792 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [04:46:37.550274] Epoch: [377] [ 800/2904] eta: 0:26:56 lr: 0.001411 loss: 0.1745 (0.1892) loss_rec_all: 0.2009 (0.2152) loss_rec_sfr: 0.2623 (0.2780) loss_cl: -0.2788 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [04:46:52.477234] Epoch: [377] [ 820/2904] eta: 0:26:40 lr: 0.001411 loss: 0.1752 (0.1891) loss_rec_all: 0.2014 (0.2151) loss_rec_sfr: 0.2411 (0.2777) loss_cl: -0.2796 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [04:47:07.406123] Epoch: [377] [ 840/2904] eta: 0:26:23 lr: 0.001411 loss: 0.1786 (0.1892) loss_rec_all: 0.2047 (0.2151) loss_rec_sfr: 0.2587 (0.2778) loss_cl: -0.2786 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [04:47:22.334806] Epoch: [377] [ 860/2904] eta: 0:26:07 lr: 0.001411 loss: 0.1754 (0.1891) loss_rec_all: 0.2014 (0.2151) loss_rec_sfr: 0.2640 (0.2778) loss_cl: -0.2784 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [04:47:37.268960] Epoch: [377] [ 880/2904] eta: 0:25:51 lr: 0.001411 loss: 0.1743 (0.1890) loss_rec_all: 0.2005 (0.2149) loss_rec_sfr: 0.2214 (0.2771) loss_cl: -0.2783 (-0.2789) time: 0.7467 data: 0.0002 max mem: 29860 [04:47:52.201691] Epoch: [377] [ 900/2904] eta: 0:25:35 lr: 0.001411 loss: 0.1824 (0.1890) loss_rec_all: 0.2085 (0.2150) loss_rec_sfr: 0.2548 (0.2773) loss_cl: -0.2782 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [04:48:07.133117] Epoch: [377] [ 920/2904] eta: 0:25:18 lr: 0.001411 loss: 0.1774 (0.1889) loss_rec_all: 0.2038 (0.2149) loss_rec_sfr: 0.2512 (0.2770) loss_cl: -0.2789 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [04:48:22.064520] Epoch: [377] [ 940/2904] eta: 0:25:02 lr: 0.001411 loss: 0.1751 (0.1888) loss_rec_all: 0.2017 (0.2147) loss_rec_sfr: 0.2220 (0.2764) loss_cl: -0.2793 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [04:48:36.997417] Epoch: [377] [ 960/2904] eta: 0:24:46 lr: 0.001411 loss: 0.1786 (0.1889) loss_rec_all: 0.2052 (0.2148) loss_rec_sfr: 0.2571 (0.2768) loss_cl: -0.2790 (-0.2789) time: 0.7466 data: 0.0002 max mem: 29860 [04:48:51.927714] Epoch: [377] [ 980/2904] eta: 0:24:30 lr: 0.001411 loss: 0.1752 (0.1887) loss_rec_all: 0.2014 (0.2147) loss_rec_sfr: 0.2536 (0.2764) loss_cl: -0.2786 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [04:49:06.856750] Epoch: [377] [1000/2904] eta: 0:24:14 lr: 0.001410 loss: 0.1778 (0.1886) loss_rec_all: 0.2038 (0.2146) loss_rec_sfr: 0.2527 (0.2761) loss_cl: -0.2784 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [04:49:21.786184] Epoch: [377] [1020/2904] eta: 0:23:58 lr: 0.001410 loss: 0.1784 (0.1886) loss_rec_all: 0.2045 (0.2146) loss_rec_sfr: 0.2569 (0.2758) loss_cl: -0.2788 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [04:49:36.715973] Epoch: [377] [1040/2904] eta: 0:23:42 lr: 0.001410 loss: 0.1771 (0.1886) loss_rec_all: 0.2031 (0.2145) loss_rec_sfr: 0.2547 (0.2757) loss_cl: -0.2790 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [04:49:51.647679] Epoch: [377] [1060/2904] eta: 0:23:27 lr: 0.001410 loss: 0.1755 (0.1885) loss_rec_all: 0.2020 (0.2144) loss_rec_sfr: 0.2436 (0.2754) loss_cl: -0.2790 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [04:50:06.575769] Epoch: [377] [1080/2904] eta: 0:23:11 lr: 0.001410 loss: 0.1787 (0.1885) loss_rec_all: 0.2047 (0.2144) loss_rec_sfr: 0.2524 (0.2754) loss_cl: -0.2783 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [04:50:21.507512] Epoch: [377] [1100/2904] eta: 0:22:55 lr: 0.001410 loss: 0.1785 (0.1885) loss_rec_all: 0.2050 (0.2144) loss_rec_sfr: 0.2557 (0.2755) loss_cl: -0.2789 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [04:50:36.441044] Epoch: [377] [1120/2904] eta: 0:22:39 lr: 0.001410 loss: 0.1780 (0.1885) loss_rec_all: 0.2040 (0.2144) loss_rec_sfr: 0.2535 (0.2755) loss_cl: -0.2783 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [04:50:51.371911] Epoch: [377] [1140/2904] eta: 0:22:23 lr: 0.001410 loss: 0.1785 (0.1885) loss_rec_all: 0.2049 (0.2145) loss_rec_sfr: 0.2544 (0.2757) loss_cl: -0.2792 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [04:51:06.298451] Epoch: [377] [1160/2904] eta: 0:22:08 lr: 0.001410 loss: 0.1771 (0.1885) loss_rec_all: 0.2034 (0.2144) loss_rec_sfr: 0.2567 (0.2756) loss_cl: -0.2795 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [04:51:21.223303] Epoch: [377] [1180/2904] eta: 0:21:52 lr: 0.001410 loss: 0.1782 (0.1885) loss_rec_all: 0.2046 (0.2145) loss_rec_sfr: 0.2552 (0.2758) loss_cl: -0.2790 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [04:51:36.150827] Epoch: [377] [1200/2904] eta: 0:21:36 lr: 0.001410 loss: 0.1787 (0.1885) loss_rec_all: 0.2049 (0.2145) loss_rec_sfr: 0.2589 (0.2760) loss_cl: -0.2795 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [04:51:51.077429] Epoch: [377] [1220/2904] eta: 0:21:21 lr: 0.001410 loss: 0.1731 (0.1884) loss_rec_all: 0.1994 (0.2144) loss_rec_sfr: 0.2494 (0.2758) loss_cl: -0.2794 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [04:52:06.008221] Epoch: [377] [1240/2904] eta: 0:21:05 lr: 0.001410 loss: 0.1815 (0.1885) loss_rec_all: 0.2077 (0.2145) loss_rec_sfr: 0.2533 (0.2762) loss_cl: -0.2790 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [04:52:20.941865] Epoch: [377] [1260/2904] eta: 0:20:50 lr: 0.001410 loss: 0.1833 (0.1886) loss_rec_all: 0.2094 (0.2146) loss_rec_sfr: 0.2574 (0.2765) loss_cl: -0.2784 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [04:52:35.878533] Epoch: [377] [1280/2904] eta: 0:20:34 lr: 0.001410 loss: 0.1728 (0.1885) loss_rec_all: 0.1992 (0.2144) loss_rec_sfr: 0.2483 (0.2761) loss_cl: -0.2784 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [04:52:50.807301] Epoch: [377] [1300/2904] eta: 0:20:19 lr: 0.001410 loss: 0.1781 (0.1885) loss_rec_all: 0.2042 (0.2144) loss_rec_sfr: 0.2551 (0.2761) loss_cl: -0.2793 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [04:53:05.742083] Epoch: [377] [1320/2904] eta: 0:20:03 lr: 0.001410 loss: 0.1778 (0.1885) loss_rec_all: 0.2038 (0.2144) loss_rec_sfr: 0.2604 (0.2761) loss_cl: -0.2797 (-0.2789) time: 0.7467 data: 0.0002 max mem: 29860 [04:53:20.673332] Epoch: [377] [1340/2904] eta: 0:19:48 lr: 0.001410 loss: 0.1779 (0.1884) loss_rec_all: 0.2038 (0.2144) loss_rec_sfr: 0.2541 (0.2761) loss_cl: -0.2787 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [04:53:35.603471] Epoch: [377] [1360/2904] eta: 0:19:32 lr: 0.001410 loss: 0.1746 (0.1884) loss_rec_all: 0.2008 (0.2143) loss_rec_sfr: 0.2518 (0.2760) loss_cl: -0.2787 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [04:53:50.531094] Epoch: [377] [1380/2904] eta: 0:19:17 lr: 0.001410 loss: 0.1745 (0.1883) loss_rec_all: 0.2010 (0.2142) loss_rec_sfr: 0.2163 (0.2753) loss_cl: -0.2783 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [04:54:05.457817] Epoch: [377] [1400/2904] eta: 0:19:01 lr: 0.001410 loss: 0.1762 (0.1882) loss_rec_all: 0.2025 (0.2141) loss_rec_sfr: 0.2535 (0.2751) loss_cl: -0.2792 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [04:54:20.379803] Epoch: [377] [1420/2904] eta: 0:18:46 lr: 0.001410 loss: 0.1755 (0.1881) loss_rec_all: 0.2021 (0.2140) loss_rec_sfr: 0.2488 (0.2747) loss_cl: -0.2794 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [04:54:35.298804] Epoch: [377] [1440/2904] eta: 0:18:30 lr: 0.001410 loss: 0.1762 (0.1880) loss_rec_all: 0.2028 (0.2140) loss_rec_sfr: 0.2245 (0.2743) loss_cl: -0.2793 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [04:54:50.217589] Epoch: [377] [1460/2904] eta: 0:18:15 lr: 0.001410 loss: 0.1779 (0.1880) loss_rec_all: 0.2042 (0.2139) loss_rec_sfr: 0.2460 (0.2740) loss_cl: -0.2792 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [04:55:05.140480] Epoch: [377] [1480/2904] eta: 0:17:59 lr: 0.001410 loss: 0.1758 (0.1879) loss_rec_all: 0.2017 (0.2139) loss_rec_sfr: 0.2259 (0.2737) loss_cl: -0.2789 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [04:55:20.068073] Epoch: [377] [1500/2904] eta: 0:17:44 lr: 0.001410 loss: 0.1715 (0.1878) loss_rec_all: 0.1978 (0.2138) loss_rec_sfr: 0.2512 (0.2735) loss_cl: -0.2785 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [04:55:34.992883] Epoch: [377] [1520/2904] eta: 0:17:29 lr: 0.001410 loss: 0.1756 (0.1878) loss_rec_all: 0.2021 (0.2137) loss_rec_sfr: 0.2523 (0.2734) loss_cl: -0.2792 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [04:55:49.916288] Epoch: [377] [1540/2904] eta: 0:17:13 lr: 0.001410 loss: 0.1723 (0.1877) loss_rec_all: 0.1989 (0.2137) loss_rec_sfr: 0.2534 (0.2734) loss_cl: -0.2797 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [04:56:04.841113] Epoch: [377] [1560/2904] eta: 0:16:58 lr: 0.001410 loss: 0.1784 (0.1877) loss_rec_all: 0.2045 (0.2136) loss_rec_sfr: 0.2531 (0.2732) loss_cl: -0.2789 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [04:56:19.759389] Epoch: [377] [1580/2904] eta: 0:16:43 lr: 0.001410 loss: 0.1791 (0.1877) loss_rec_all: 0.2051 (0.2137) loss_rec_sfr: 0.2598 (0.2733) loss_cl: -0.2786 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [04:56:34.687815] Epoch: [377] [1600/2904] eta: 0:16:27 lr: 0.001409 loss: 0.1763 (0.1876) loss_rec_all: 0.2024 (0.2136) loss_rec_sfr: 0.2565 (0.2732) loss_cl: -0.2784 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [04:56:49.610172] Epoch: [377] [1620/2904] eta: 0:16:12 lr: 0.001409 loss: 0.1785 (0.1877) loss_rec_all: 0.2047 (0.2137) loss_rec_sfr: 0.2557 (0.2735) loss_cl: -0.2788 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [04:57:04.526293] Epoch: [377] [1640/2904] eta: 0:15:57 lr: 0.001409 loss: 0.1735 (0.1876) loss_rec_all: 0.2001 (0.2136) loss_rec_sfr: 0.2518 (0.2733) loss_cl: -0.2793 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [04:57:19.442143] Epoch: [377] [1660/2904] eta: 0:15:41 lr: 0.001409 loss: 0.1801 (0.1876) loss_rec_all: 0.2063 (0.2136) loss_rec_sfr: 0.2556 (0.2732) loss_cl: -0.2781 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [04:57:34.356344] Epoch: [377] [1680/2904] eta: 0:15:26 lr: 0.001409 loss: 0.1773 (0.1876) loss_rec_all: 0.2032 (0.2136) loss_rec_sfr: 0.2563 (0.2732) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [04:57:49.272581] Epoch: [377] [1700/2904] eta: 0:15:11 lr: 0.001409 loss: 0.1851 (0.1877) loss_rec_all: 0.2113 (0.2136) loss_rec_sfr: 0.2551 (0.2734) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [04:58:04.189946] Epoch: [377] [1720/2904] eta: 0:14:55 lr: 0.001409 loss: 0.1761 (0.1877) loss_rec_all: 0.2026 (0.2137) loss_rec_sfr: 0.2514 (0.2735) loss_cl: -0.2796 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [04:58:19.105526] Epoch: [377] [1740/2904] eta: 0:14:40 lr: 0.001409 loss: 0.1770 (0.1877) loss_rec_all: 0.2031 (0.2137) loss_rec_sfr: 0.2625 (0.2735) loss_cl: -0.2798 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [04:58:34.026659] Epoch: [377] [1760/2904] eta: 0:14:25 lr: 0.001409 loss: 0.1784 (0.1876) loss_rec_all: 0.2049 (0.2136) loss_rec_sfr: 0.2567 (0.2733) loss_cl: -0.2792 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [04:58:48.946518] Epoch: [377] [1780/2904] eta: 0:14:10 lr: 0.001409 loss: 0.1767 (0.1876) loss_rec_all: 0.2027 (0.2135) loss_rec_sfr: 0.2564 (0.2732) loss_cl: -0.2783 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [04:59:03.866893] Epoch: [377] [1800/2904] eta: 0:13:54 lr: 0.001409 loss: 0.1795 (0.1876) loss_rec_all: 0.2056 (0.2136) loss_rec_sfr: 0.2636 (0.2733) loss_cl: -0.2785 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [04:59:18.778924] Epoch: [377] [1820/2904] eta: 0:13:39 lr: 0.001409 loss: 0.1777 (0.1876) loss_rec_all: 0.2037 (0.2135) loss_rec_sfr: 0.2619 (0.2735) loss_cl: -0.2790 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [04:59:33.698949] Epoch: [377] [1840/2904] eta: 0:13:24 lr: 0.001409 loss: 0.1819 (0.1876) loss_rec_all: 0.2084 (0.2136) loss_rec_sfr: 0.2555 (0.2735) loss_cl: -0.2798 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [04:59:48.621021] Epoch: [377] [1860/2904] eta: 0:13:09 lr: 0.001409 loss: 0.1775 (0.1875) loss_rec_all: 0.2036 (0.2135) loss_rec_sfr: 0.2571 (0.2734) loss_cl: -0.2790 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [05:00:03.539214] Epoch: [377] [1880/2904] eta: 0:12:53 lr: 0.001409 loss: 0.1775 (0.1876) loss_rec_all: 0.2036 (0.2135) loss_rec_sfr: 0.2536 (0.2735) loss_cl: -0.2784 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [05:00:18.459842] Epoch: [377] [1900/2904] eta: 0:12:38 lr: 0.001409 loss: 0.1734 (0.1876) loss_rec_all: 0.1999 (0.2136) loss_rec_sfr: 0.2571 (0.2738) loss_cl: -0.2791 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [05:00:33.378622] Epoch: [377] [1920/2904] eta: 0:12:23 lr: 0.001409 loss: 0.1754 (0.1876) loss_rec_all: 0.2021 (0.2136) loss_rec_sfr: 0.2560 (0.2738) loss_cl: -0.2787 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [05:00:48.294202] Epoch: [377] [1940/2904] eta: 0:12:08 lr: 0.001409 loss: 0.1797 (0.1877) loss_rec_all: 0.2060 (0.2137) loss_rec_sfr: 0.2685 (0.2740) loss_cl: -0.2784 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [05:01:03.210194] Epoch: [377] [1960/2904] eta: 0:11:52 lr: 0.001409 loss: 0.1726 (0.1876) loss_rec_all: 0.1987 (0.2136) loss_rec_sfr: 0.2248 (0.2737) loss_cl: -0.2783 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [05:01:18.127866] Epoch: [377] [1980/2904] eta: 0:11:37 lr: 0.001409 loss: 0.1779 (0.1876) loss_rec_all: 0.2040 (0.2135) loss_rec_sfr: 0.2233 (0.2734) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [05:01:33.052323] Epoch: [377] [2000/2904] eta: 0:11:22 lr: 0.001409 loss: 0.1791 (0.1876) loss_rec_all: 0.2057 (0.2135) loss_rec_sfr: 0.2511 (0.2734) loss_cl: -0.2796 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [05:01:47.973164] Epoch: [377] [2020/2904] eta: 0:11:07 lr: 0.001409 loss: 0.1786 (0.1876) loss_rec_all: 0.2047 (0.2136) loss_rec_sfr: 0.2594 (0.2735) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [05:02:02.892102] Epoch: [377] [2040/2904] eta: 0:10:52 lr: 0.001409 loss: 0.1805 (0.1875) loss_rec_all: 0.2067 (0.2135) loss_rec_sfr: 0.2569 (0.2732) loss_cl: -0.2798 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [05:02:17.814442] Epoch: [377] [2060/2904] eta: 0:10:37 lr: 0.001409 loss: 0.1780 (0.1876) loss_rec_all: 0.2044 (0.2135) loss_rec_sfr: 0.2626 (0.2735) loss_cl: -0.2790 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [05:02:32.744554] Epoch: [377] [2080/2904] eta: 0:10:21 lr: 0.001409 loss: 0.1777 (0.1876) loss_rec_all: 0.2042 (0.2135) loss_rec_sfr: 0.2480 (0.2734) loss_cl: -0.2792 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [05:02:47.670633] Epoch: [377] [2100/2904] eta: 0:10:06 lr: 0.001409 loss: 0.1788 (0.1877) loss_rec_all: 0.2054 (0.2137) loss_rec_sfr: 0.2627 (0.2738) loss_cl: -0.2795 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [05:03:02.603836] Epoch: [377] [2120/2904] eta: 0:09:51 lr: 0.001409 loss: 0.1791 (0.1877) loss_rec_all: 0.2056 (0.2137) loss_rec_sfr: 0.2531 (0.2737) loss_cl: -0.2784 (-0.2789) time: 0.7466 data: 0.0002 max mem: 29860 [05:03:17.530497] Epoch: [377] [2140/2904] eta: 0:09:36 lr: 0.001409 loss: 0.1744 (0.1877) loss_rec_all: 0.2010 (0.2136) loss_rec_sfr: 0.2555 (0.2736) loss_cl: -0.2785 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [05:03:32.457052] Epoch: [377] [2160/2904] eta: 0:09:21 lr: 0.001409 loss: 0.1777 (0.1876) loss_rec_all: 0.2037 (0.2136) loss_rec_sfr: 0.2585 (0.2735) loss_cl: -0.2784 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [05:03:47.389409] Epoch: [377] [2180/2904] eta: 0:09:06 lr: 0.001409 loss: 0.1746 (0.1876) loss_rec_all: 0.2006 (0.2136) loss_rec_sfr: 0.2268 (0.2733) loss_cl: -0.2789 (-0.2789) time: 0.7466 data: 0.0002 max mem: 29860 [05:04:02.316590] Epoch: [377] [2200/2904] eta: 0:08:51 lr: 0.001408 loss: 0.1767 (0.1875) loss_rec_all: 0.2026 (0.2135) loss_rec_sfr: 0.2526 (0.2731) loss_cl: -0.2796 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [05:04:17.243893] Epoch: [377] [2220/2904] eta: 0:08:35 lr: 0.001408 loss: 0.1806 (0.1875) loss_rec_all: 0.2068 (0.2135) loss_rec_sfr: 0.2500 (0.2729) loss_cl: -0.2790 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [05:04:32.173708] Epoch: [377] [2240/2904] eta: 0:08:20 lr: 0.001408 loss: 0.1811 (0.1876) loss_rec_all: 0.2075 (0.2135) loss_rec_sfr: 0.2508 (0.2730) loss_cl: -0.2781 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [05:04:47.103872] Epoch: [377] [2260/2904] eta: 0:08:05 lr: 0.001408 loss: 0.1771 (0.1875) loss_rec_all: 0.2031 (0.2135) loss_rec_sfr: 0.2574 (0.2730) loss_cl: -0.2791 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [05:05:02.036455] Epoch: [377] [2280/2904] eta: 0:07:50 lr: 0.001408 loss: 0.1807 (0.1875) loss_rec_all: 0.2067 (0.2135) loss_rec_sfr: 0.2520 (0.2728) loss_cl: -0.2793 (-0.2789) time: 0.7466 data: 0.0002 max mem: 29860 [05:05:16.957495] Epoch: [377] [2300/2904] eta: 0:07:35 lr: 0.001408 loss: 0.1726 (0.1874) loss_rec_all: 0.1989 (0.2134) loss_rec_sfr: 0.2252 (0.2726) loss_cl: -0.2795 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [05:05:31.878974] Epoch: [377] [2320/2904] eta: 0:07:20 lr: 0.001408 loss: 0.1755 (0.1875) loss_rec_all: 0.2018 (0.2134) loss_rec_sfr: 0.2589 (0.2728) loss_cl: -0.2795 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [05:05:46.800315] Epoch: [377] [2340/2904] eta: 0:07:05 lr: 0.001408 loss: 0.1765 (0.1874) loss_rec_all: 0.2029 (0.2134) loss_rec_sfr: 0.2598 (0.2727) loss_cl: -0.2793 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [05:06:01.718287] Epoch: [377] [2360/2904] eta: 0:06:50 lr: 0.001408 loss: 0.1763 (0.1874) loss_rec_all: 0.2025 (0.2134) loss_rec_sfr: 0.2597 (0.2726) loss_cl: -0.2785 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [05:06:16.633527] Epoch: [377] [2380/2904] eta: 0:06:34 lr: 0.001408 loss: 0.1729 (0.1874) loss_rec_all: 0.1990 (0.2134) loss_rec_sfr: 0.2535 (0.2725) loss_cl: -0.2794 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [05:06:31.550702] Epoch: [377] [2400/2904] eta: 0:06:19 lr: 0.001408 loss: 0.1768 (0.1874) loss_rec_all: 0.2030 (0.2134) loss_rec_sfr: 0.2277 (0.2725) loss_cl: -0.2788 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [05:06:46.465244] Epoch: [377] [2420/2904] eta: 0:06:04 lr: 0.001408 loss: 0.1754 (0.1874) loss_rec_all: 0.2017 (0.2134) loss_rec_sfr: 0.2389 (0.2725) loss_cl: -0.2792 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [05:07:01.383553] Epoch: [377] [2440/2904] eta: 0:05:49 lr: 0.001408 loss: 0.1761 (0.1875) loss_rec_all: 0.2022 (0.2134) loss_rec_sfr: 0.2561 (0.2726) loss_cl: -0.2789 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [05:07:16.300255] Epoch: [377] [2460/2904] eta: 0:05:34 lr: 0.001408 loss: 0.1738 (0.1874) loss_rec_all: 0.1997 (0.2134) loss_rec_sfr: 0.2173 (0.2724) loss_cl: -0.2791 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [05:07:31.218720] Epoch: [377] [2480/2904] eta: 0:05:19 lr: 0.001408 loss: 0.1779 (0.1874) loss_rec_all: 0.2039 (0.2134) loss_rec_sfr: 0.2550 (0.2726) loss_cl: -0.2783 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [05:07:46.140047] Epoch: [377] [2500/2904] eta: 0:05:04 lr: 0.001408 loss: 0.1784 (0.1875) loss_rec_all: 0.2045 (0.2135) loss_rec_sfr: 0.2529 (0.2727) loss_cl: -0.2792 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [05:08:01.059314] Epoch: [377] [2520/2904] eta: 0:04:49 lr: 0.001408 loss: 0.1841 (0.1875) loss_rec_all: 0.2104 (0.2135) loss_rec_sfr: 0.2543 (0.2728) loss_cl: -0.2786 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [05:08:15.973499] Epoch: [377] [2540/2904] eta: 0:04:34 lr: 0.001408 loss: 0.1803 (0.1875) loss_rec_all: 0.2065 (0.2135) loss_rec_sfr: 0.2535 (0.2726) loss_cl: -0.2790 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [05:08:30.892497] Epoch: [377] [2560/2904] eta: 0:04:19 lr: 0.001408 loss: 0.1760 (0.1875) loss_rec_all: 0.2020 (0.2135) loss_rec_sfr: 0.2615 (0.2728) loss_cl: -0.2791 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [05:08:45.811523] Epoch: [377] [2580/2904] eta: 0:04:03 lr: 0.001408 loss: 0.1858 (0.1876) loss_rec_all: 0.2118 (0.2136) loss_rec_sfr: 0.2574 (0.2731) loss_cl: -0.2788 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [05:09:00.725877] Epoch: [377] [2600/2904] eta: 0:03:48 lr: 0.001408 loss: 0.1747 (0.1876) loss_rec_all: 0.2010 (0.2136) loss_rec_sfr: 0.2225 (0.2730) loss_cl: -0.2792 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [05:09:15.639202] Epoch: [377] [2620/2904] eta: 0:03:33 lr: 0.001408 loss: 0.1775 (0.1876) loss_rec_all: 0.2034 (0.2136) loss_rec_sfr: 0.2547 (0.2729) loss_cl: -0.2790 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [05:09:30.559993] Epoch: [377] [2640/2904] eta: 0:03:18 lr: 0.001408 loss: 0.1745 (0.1875) loss_rec_all: 0.2010 (0.2135) loss_rec_sfr: 0.2557 (0.2727) loss_cl: -0.2787 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [05:09:45.484901] Epoch: [377] [2660/2904] eta: 0:03:03 lr: 0.001408 loss: 0.1749 (0.1875) loss_rec_all: 0.2010 (0.2135) loss_rec_sfr: 0.2169 (0.2726) loss_cl: -0.2794 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [05:10:00.404477] Epoch: [377] [2680/2904] eta: 0:02:48 lr: 0.001408 loss: 0.1780 (0.1875) loss_rec_all: 0.2040 (0.2135) loss_rec_sfr: 0.2558 (0.2726) loss_cl: -0.2793 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [05:10:15.324912] Epoch: [377] [2700/2904] eta: 0:02:33 lr: 0.001408 loss: 0.1779 (0.1875) loss_rec_all: 0.2042 (0.2135) loss_rec_sfr: 0.2521 (0.2724) loss_cl: -0.2788 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [05:10:30.240430] Epoch: [377] [2720/2904] eta: 0:02:18 lr: 0.001408 loss: 0.1813 (0.1875) loss_rec_all: 0.2076 (0.2135) loss_rec_sfr: 0.2578 (0.2724) loss_cl: -0.2790 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [05:10:45.150854] Epoch: [377] [2740/2904] eta: 0:02:03 lr: 0.001408 loss: 0.1802 (0.1875) loss_rec_all: 0.2066 (0.2135) loss_rec_sfr: 0.2608 (0.2726) loss_cl: -0.2794 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [05:11:00.059987] Epoch: [377] [2760/2904] eta: 0:01:48 lr: 0.001408 loss: 0.1797 (0.1876) loss_rec_all: 0.2056 (0.2136) loss_rec_sfr: 0.2552 (0.2727) loss_cl: -0.2793 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [05:11:14.977827] Epoch: [377] [2780/2904] eta: 0:01:33 lr: 0.001408 loss: 0.1811 (0.1876) loss_rec_all: 0.2071 (0.2136) loss_rec_sfr: 0.2608 (0.2728) loss_cl: -0.2789 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [05:11:29.894136] Epoch: [377] [2800/2904] eta: 0:01:18 lr: 0.001407 loss: 0.1765 (0.1876) loss_rec_all: 0.2029 (0.2136) loss_rec_sfr: 0.2549 (0.2728) loss_cl: -0.2791 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [05:11:44.818132] Epoch: [377] [2820/2904] eta: 0:01:03 lr: 0.001407 loss: 0.1767 (0.1876) loss_rec_all: 0.2029 (0.2136) loss_rec_sfr: 0.2584 (0.2728) loss_cl: -0.2791 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [05:11:59.769350] Epoch: [377] [2840/2904] eta: 0:00:48 lr: 0.001407 loss: 0.1836 (0.1877) loss_rec_all: 0.2094 (0.2137) loss_rec_sfr: 0.2644 (0.2730) loss_cl: -0.2787 (-0.2789) time: 0.7475 data: 0.0023 max mem: 29860 [05:12:14.673259] Epoch: [377] [2860/2904] eta: 0:00:33 lr: 0.001407 loss: 0.1744 (0.1876) loss_rec_all: 0.2009 (0.2136) loss_rec_sfr: 0.2170 (0.2727) loss_cl: -0.2787 (-0.2789) time: 0.7452 data: 0.0001 max mem: 29860 [05:12:29.574831] Epoch: [377] [2880/2904] eta: 0:00:18 lr: 0.001407 loss: 0.1766 (0.1877) loss_rec_all: 0.2027 (0.2137) loss_rec_sfr: 0.2614 (0.2730) loss_cl: -0.2790 (-0.2789) time: 0.7450 data: 0.0001 max mem: 29860 [05:12:44.478627] Epoch: [377] [2900/2904] eta: 0:00:03 lr: 0.001407 loss: 0.1783 (0.1877) loss_rec_all: 0.2044 (0.2137) loss_rec_sfr: 0.2551 (0.2730) loss_cl: -0.2790 (-0.2789) time: 0.7452 data: 0.0001 max mem: 29860 [05:12:46.721320] Epoch: [377] [2903/2904] eta: 0:00:00 lr: 0.001407 loss: 0.1773 (0.1877) loss_rec_all: 0.2036 (0.2137) loss_rec_sfr: 0.2551 (0.2730) loss_cl: -0.2790 (-0.2789) time: 0.7451 data: 0.0001 max mem: 29860 [05:12:48.793192] Epoch: [377] Total time: 0:36:26 (0.7530 s / it) [05:12:48.800925] Averaged stats: lr: 0.001407 loss: 0.1773 (0.1900) loss_rec_all: 0.2036 (0.2136) loss_rec_sfr: 0.2551 (0.2737) loss_cl: -0.2790 (-0.2557) [05:12:48.807211] log_dir: ./checkpoint/VF2_ViT-B [05:13:05.162352] Epoch: [378] [ 0/2904] eta: 13:11:33 lr: 0.001407 loss: 0.1764 (0.1764) loss_rec_all: 0.2026 (0.2026) loss_rec_sfr: 0.2545 (0.2545) loss_cl: -0.2800 (-0.2800) time: 16.3545 data: 14.2086 max mem: 29860 [05:13:21.135428] Epoch: [378] [ 20/2904] eta: 1:13:59 lr: 0.001407 loss: 0.1780 (0.1830) loss_rec_all: 0.2043 (0.2091) loss_rec_sfr: 0.2556 (0.2689) loss_cl: -0.2795 (-0.2795) time: 0.7986 data: 0.0208 max mem: 29860 [05:13:36.031569] Epoch: [378] [ 40/2904] eta: 0:54:58 lr: 0.001407 loss: 0.1765 (0.1845) loss_rec_all: 0.2026 (0.2105) loss_rec_sfr: 0.2388 (0.2693) loss_cl: -0.2784 (-0.2790) time: 0.7448 data: 0.0002 max mem: 29860 [05:13:50.916766] Epoch: [378] [ 60/2904] eta: 0:48:15 lr: 0.001407 loss: 0.1891 (0.1896) loss_rec_all: 0.2152 (0.2155) loss_rec_sfr: 0.2547 (0.2845) loss_cl: -0.2785 (-0.2788) time: 0.7442 data: 0.0002 max mem: 29860 [05:14:05.949067] Epoch: [378] [ 80/2904] eta: 0:44:49 lr: 0.001407 loss: 0.1772 (0.1893) loss_rec_all: 0.2035 (0.2152) loss_rec_sfr: 0.2476 (0.2828) loss_cl: -0.2782 (-0.2786) time: 0.7516 data: 0.0002 max mem: 29860 [05:14:20.860131] Epoch: [378] [ 100/2904] eta: 0:42:35 lr: 0.001407 loss: 0.1757 (0.1884) loss_rec_all: 0.2022 (0.2143) loss_rec_sfr: 0.2433 (0.2799) loss_cl: -0.2790 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [05:14:35.780882] Epoch: [378] [ 120/2904] eta: 0:41:01 lr: 0.001407 loss: 0.1766 (0.1876) loss_rec_all: 0.2029 (0.2136) loss_rec_sfr: 0.2442 (0.2755) loss_cl: -0.2787 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [05:14:50.699585] Epoch: [378] [ 140/2904] eta: 0:39:49 lr: 0.001407 loss: 0.1765 (0.1869) loss_rec_all: 0.2026 (0.2128) loss_rec_sfr: 0.2596 (0.2731) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [05:15:05.613109] Epoch: [378] [ 160/2904] eta: 0:38:51 lr: 0.001407 loss: 0.1739 (0.1875) loss_rec_all: 0.2001 (0.2134) loss_rec_sfr: 0.2495 (0.2760) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [05:15:20.545242] Epoch: [378] [ 180/2904] eta: 0:38:03 lr: 0.001407 loss: 0.1807 (0.1883) loss_rec_all: 0.2073 (0.2142) loss_rec_sfr: 0.2608 (0.2792) loss_cl: -0.2793 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [05:15:35.462261] Epoch: [378] [ 200/2904] eta: 0:37:21 lr: 0.001407 loss: 0.1748 (0.1877) loss_rec_all: 0.2008 (0.2137) loss_rec_sfr: 0.2504 (0.2773) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [05:15:50.414623] Epoch: [378] [ 220/2904] eta: 0:36:45 lr: 0.001407 loss: 0.1756 (0.1872) loss_rec_all: 0.2016 (0.2131) loss_rec_sfr: 0.2594 (0.2764) loss_cl: -0.2787 (-0.2788) time: 0.7476 data: 0.0002 max mem: 29860 [05:16:05.340912] Epoch: [378] [ 240/2904] eta: 0:36:12 lr: 0.001407 loss: 0.1789 (0.1874) loss_rec_all: 0.2050 (0.2133) loss_rec_sfr: 0.2578 (0.2768) loss_cl: -0.2783 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [05:16:20.275952] Epoch: [378] [ 260/2904] eta: 0:35:42 lr: 0.001407 loss: 0.1761 (0.1874) loss_rec_all: 0.2024 (0.2134) loss_rec_sfr: 0.2565 (0.2769) loss_cl: -0.2784 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [05:16:35.200863] Epoch: [378] [ 280/2904] eta: 0:35:13 lr: 0.001407 loss: 0.1769 (0.1872) loss_rec_all: 0.2029 (0.2131) loss_rec_sfr: 0.2569 (0.2758) loss_cl: -0.2788 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [05:16:50.124703] Epoch: [378] [ 300/2904] eta: 0:34:47 lr: 0.001407 loss: 0.1768 (0.1872) loss_rec_all: 0.2031 (0.2131) loss_rec_sfr: 0.2564 (0.2757) loss_cl: -0.2794 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [05:17:05.045321] Epoch: [378] [ 320/2904] eta: 0:34:22 lr: 0.001407 loss: 0.1757 (0.1870) loss_rec_all: 0.2021 (0.2129) loss_rec_sfr: 0.2540 (0.2746) loss_cl: -0.2792 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [05:17:19.971401] Epoch: [378] [ 340/2904] eta: 0:33:58 lr: 0.001407 loss: 0.1752 (0.1864) loss_rec_all: 0.2013 (0.2124) loss_rec_sfr: 0.2565 (0.2728) loss_cl: -0.2798 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [05:17:34.894786] Epoch: [378] [ 360/2904] eta: 0:33:35 lr: 0.001407 loss: 0.1742 (0.1862) loss_rec_all: 0.2008 (0.2122) loss_rec_sfr: 0.2623 (0.2723) loss_cl: -0.2792 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [05:17:49.818526] Epoch: [378] [ 380/2904] eta: 0:33:13 lr: 0.001407 loss: 0.1807 (0.1867) loss_rec_all: 0.2068 (0.2126) loss_rec_sfr: 0.2568 (0.2733) loss_cl: -0.2777 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [05:18:04.742610] Epoch: [378] [ 400/2904] eta: 0:32:52 lr: 0.001407 loss: 0.1731 (0.1862) loss_rec_all: 0.1996 (0.2122) loss_rec_sfr: 0.2186 (0.2717) loss_cl: -0.2785 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [05:18:19.664349] Epoch: [378] [ 420/2904] eta: 0:32:32 lr: 0.001407 loss: 0.1870 (0.1866) loss_rec_all: 0.2130 (0.2126) loss_rec_sfr: 0.2553 (0.2725) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [05:18:34.583522] Epoch: [378] [ 440/2904] eta: 0:32:11 lr: 0.001407 loss: 0.1767 (0.1867) loss_rec_all: 0.2031 (0.2127) loss_rec_sfr: 0.2123 (0.2723) loss_cl: -0.2795 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [05:18:49.503285] Epoch: [378] [ 460/2904] eta: 0:31:52 lr: 0.001407 loss: 0.1756 (0.1865) loss_rec_all: 0.2018 (0.2125) loss_rec_sfr: 0.2473 (0.2715) loss_cl: -0.2796 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [05:19:04.416015] Epoch: [378] [ 480/2904] eta: 0:31:32 lr: 0.001406 loss: 0.1785 (0.1867) loss_rec_all: 0.2049 (0.2127) loss_rec_sfr: 0.2535 (0.2717) loss_cl: -0.2788 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [05:19:19.339919] Epoch: [378] [ 500/2904] eta: 0:31:13 lr: 0.001406 loss: 0.1821 (0.1867) loss_rec_all: 0.2081 (0.2127) loss_rec_sfr: 0.2513 (0.2712) loss_cl: -0.2782 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [05:19:34.256713] Epoch: [378] [ 520/2904] eta: 0:30:55 lr: 0.001406 loss: 0.1797 (0.1868) loss_rec_all: 0.2057 (0.2128) loss_rec_sfr: 0.2601 (0.2711) loss_cl: -0.2779 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [05:19:49.181778] Epoch: [378] [ 540/2904] eta: 0:30:36 lr: 0.001406 loss: 0.1785 (0.1867) loss_rec_all: 0.2045 (0.2127) loss_rec_sfr: 0.2592 (0.2706) loss_cl: -0.2797 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [05:20:04.107831] Epoch: [378] [ 560/2904] eta: 0:30:18 lr: 0.001406 loss: 0.1750 (0.1865) loss_rec_all: 0.2012 (0.2125) loss_rec_sfr: 0.2463 (0.2698) loss_cl: -0.2796 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [05:20:19.048140] Epoch: [378] [ 580/2904] eta: 0:30:00 lr: 0.001406 loss: 0.1796 (0.1867) loss_rec_all: 0.2061 (0.2127) loss_rec_sfr: 0.2579 (0.2706) loss_cl: -0.2792 (-0.2788) time: 0.7470 data: 0.0002 max mem: 29860 [05:20:33.973369] Epoch: [378] [ 600/2904] eta: 0:29:43 lr: 0.001406 loss: 0.1762 (0.1867) loss_rec_all: 0.2023 (0.2127) loss_rec_sfr: 0.2554 (0.2703) loss_cl: -0.2787 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [05:20:48.896815] Epoch: [378] [ 620/2904] eta: 0:29:25 lr: 0.001406 loss: 0.1802 (0.1868) loss_rec_all: 0.2066 (0.2128) loss_rec_sfr: 0.2231 (0.2703) loss_cl: -0.2785 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [05:21:03.816057] Epoch: [378] [ 640/2904] eta: 0:29:08 lr: 0.001406 loss: 0.1773 (0.1867) loss_rec_all: 0.2034 (0.2127) loss_rec_sfr: 0.2543 (0.2703) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [05:21:18.734566] Epoch: [378] [ 660/2904] eta: 0:28:51 lr: 0.001406 loss: 0.1777 (0.1867) loss_rec_all: 0.2039 (0.2127) loss_rec_sfr: 0.2547 (0.2702) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [05:21:33.653741] Epoch: [378] [ 680/2904] eta: 0:28:33 lr: 0.001406 loss: 0.1757 (0.1866) loss_rec_all: 0.2020 (0.2126) loss_rec_sfr: 0.2549 (0.2699) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [05:21:48.573883] Epoch: [378] [ 700/2904] eta: 0:28:16 lr: 0.001406 loss: 0.1805 (0.1868) loss_rec_all: 0.2067 (0.2128) loss_rec_sfr: 0.2542 (0.2703) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [05:22:03.493341] Epoch: [378] [ 720/2904] eta: 0:28:00 lr: 0.001406 loss: 0.1755 (0.1868) loss_rec_all: 0.2016 (0.2128) loss_rec_sfr: 0.2582 (0.2705) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [05:22:18.411229] Epoch: [378] [ 740/2904] eta: 0:27:43 lr: 0.001406 loss: 0.1734 (0.1868) loss_rec_all: 0.1996 (0.2128) loss_rec_sfr: 0.2542 (0.2707) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [05:22:33.330449] Epoch: [378] [ 760/2904] eta: 0:27:26 lr: 0.001406 loss: 0.1770 (0.1868) loss_rec_all: 0.2031 (0.2128) loss_rec_sfr: 0.2500 (0.2708) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [05:22:48.244131] Epoch: [378] [ 780/2904] eta: 0:27:10 lr: 0.001406 loss: 0.1772 (0.1868) loss_rec_all: 0.2033 (0.2128) loss_rec_sfr: 0.2593 (0.2709) loss_cl: -0.2793 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [05:23:03.162374] Epoch: [378] [ 800/2904] eta: 0:26:53 lr: 0.001406 loss: 0.1796 (0.1870) loss_rec_all: 0.2057 (0.2130) loss_rec_sfr: 0.2642 (0.2718) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [05:23:18.086287] Epoch: [378] [ 820/2904] eta: 0:26:37 lr: 0.001406 loss: 0.1732 (0.1868) loss_rec_all: 0.1996 (0.2128) loss_rec_sfr: 0.2140 (0.2709) loss_cl: -0.2791 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [05:23:33.013654] Epoch: [378] [ 840/2904] eta: 0:26:20 lr: 0.001406 loss: 0.1761 (0.1868) loss_rec_all: 0.2024 (0.2128) loss_rec_sfr: 0.2490 (0.2710) loss_cl: -0.2787 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [05:23:47.932278] Epoch: [378] [ 860/2904] eta: 0:26:04 lr: 0.001406 loss: 0.1828 (0.1870) loss_rec_all: 0.2087 (0.2130) loss_rec_sfr: 0.2526 (0.2714) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [05:24:02.847917] Epoch: [378] [ 880/2904] eta: 0:25:48 lr: 0.001406 loss: 0.1796 (0.1871) loss_rec_all: 0.2055 (0.2131) loss_rec_sfr: 0.2579 (0.2716) loss_cl: -0.2784 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [05:24:17.766777] Epoch: [378] [ 900/2904] eta: 0:25:32 lr: 0.001406 loss: 0.1810 (0.1873) loss_rec_all: 0.2071 (0.2133) loss_rec_sfr: 0.2640 (0.2725) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [05:24:32.685373] Epoch: [378] [ 920/2904] eta: 0:25:16 lr: 0.001406 loss: 0.1769 (0.1873) loss_rec_all: 0.2030 (0.2132) loss_rec_sfr: 0.2625 (0.2727) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [05:24:47.602323] Epoch: [378] [ 940/2904] eta: 0:25:00 lr: 0.001406 loss: 0.1766 (0.1872) loss_rec_all: 0.2026 (0.2132) loss_rec_sfr: 0.2471 (0.2725) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [05:25:02.518050] Epoch: [378] [ 960/2904] eta: 0:24:44 lr: 0.001406 loss: 0.1833 (0.1874) loss_rec_all: 0.2094 (0.2133) loss_rec_sfr: 0.2557 (0.2730) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [05:25:17.436422] Epoch: [378] [ 980/2904] eta: 0:24:28 lr: 0.001406 loss: 0.1763 (0.1873) loss_rec_all: 0.2024 (0.2132) loss_rec_sfr: 0.2606 (0.2730) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [05:25:32.355197] Epoch: [378] [1000/2904] eta: 0:24:12 lr: 0.001406 loss: 0.1831 (0.1874) loss_rec_all: 0.2091 (0.2133) loss_rec_sfr: 0.2588 (0.2734) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [05:25:47.274672] Epoch: [378] [1020/2904] eta: 0:23:56 lr: 0.001406 loss: 0.1848 (0.1876) loss_rec_all: 0.2109 (0.2136) loss_rec_sfr: 0.2565 (0.2741) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [05:26:02.189269] Epoch: [378] [1040/2904] eta: 0:23:40 lr: 0.001406 loss: 0.1771 (0.1875) loss_rec_all: 0.2032 (0.2135) loss_rec_sfr: 0.2517 (0.2738) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [05:26:17.106439] Epoch: [378] [1060/2904] eta: 0:23:24 lr: 0.001406 loss: 0.1766 (0.1876) loss_rec_all: 0.2031 (0.2136) loss_rec_sfr: 0.2387 (0.2740) loss_cl: -0.2799 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [05:26:32.023781] Epoch: [378] [1080/2904] eta: 0:23:08 lr: 0.001405 loss: 0.1807 (0.1877) loss_rec_all: 0.2072 (0.2136) loss_rec_sfr: 0.2610 (0.2742) loss_cl: -0.2790 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [05:26:46.944244] Epoch: [378] [1100/2904] eta: 0:22:53 lr: 0.001405 loss: 0.1746 (0.1877) loss_rec_all: 0.2006 (0.2136) loss_rec_sfr: 0.2591 (0.2742) loss_cl: -0.2777 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [05:27:01.865107] Epoch: [378] [1120/2904] eta: 0:22:37 lr: 0.001405 loss: 0.1885 (0.1880) loss_rec_all: 0.2147 (0.2139) loss_rec_sfr: 0.2637 (0.2754) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [05:27:16.785394] Epoch: [378] [1140/2904] eta: 0:22:21 lr: 0.001405 loss: 0.1808 (0.1881) loss_rec_all: 0.2067 (0.2141) loss_rec_sfr: 0.2631 (0.2759) loss_cl: -0.2793 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [05:27:31.701295] Epoch: [378] [1160/2904] eta: 0:22:06 lr: 0.001405 loss: 0.1731 (0.1880) loss_rec_all: 0.1990 (0.2139) loss_rec_sfr: 0.2474 (0.2753) loss_cl: -0.2796 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [05:27:46.614088] Epoch: [378] [1180/2904] eta: 0:21:50 lr: 0.001405 loss: 0.1757 (0.1878) loss_rec_all: 0.2018 (0.2137) loss_rec_sfr: 0.2515 (0.2747) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [05:28:01.536425] Epoch: [378] [1200/2904] eta: 0:21:34 lr: 0.001405 loss: 0.1739 (0.1877) loss_rec_all: 0.2000 (0.2136) loss_rec_sfr: 0.2514 (0.2744) loss_cl: -0.2793 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [05:28:16.454837] Epoch: [378] [1220/2904] eta: 0:21:19 lr: 0.001405 loss: 0.1747 (0.1875) loss_rec_all: 0.2011 (0.2135) loss_rec_sfr: 0.2217 (0.2739) loss_cl: -0.2780 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [05:28:31.370610] Epoch: [378] [1240/2904] eta: 0:21:03 lr: 0.001405 loss: 0.1761 (0.1875) loss_rec_all: 0.2019 (0.2135) loss_rec_sfr: 0.2459 (0.2738) loss_cl: -0.2783 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [05:28:46.284966] Epoch: [378] [1260/2904] eta: 0:20:48 lr: 0.001405 loss: 0.1834 (0.1876) loss_rec_all: 0.2098 (0.2135) loss_rec_sfr: 0.2552 (0.2740) loss_cl: -0.2797 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [05:29:01.194692] Epoch: [378] [1280/2904] eta: 0:20:32 lr: 0.001405 loss: 0.1774 (0.1876) loss_rec_all: 0.2038 (0.2135) loss_rec_sfr: 0.2616 (0.2740) loss_cl: -0.2801 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [05:29:16.110880] Epoch: [378] [1300/2904] eta: 0:20:17 lr: 0.001405 loss: 0.1788 (0.1875) loss_rec_all: 0.2048 (0.2135) loss_rec_sfr: 0.2511 (0.2738) loss_cl: -0.2787 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [05:29:31.025634] Epoch: [378] [1320/2904] eta: 0:20:01 lr: 0.001405 loss: 0.1784 (0.1876) loss_rec_all: 0.2048 (0.2135) loss_rec_sfr: 0.2585 (0.2742) loss_cl: -0.2781 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [05:29:45.948981] Epoch: [378] [1340/2904] eta: 0:19:46 lr: 0.001405 loss: 0.1796 (0.1877) loss_rec_all: 0.2056 (0.2137) loss_rec_sfr: 0.2495 (0.2745) loss_cl: -0.2788 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [05:30:00.869679] Epoch: [378] [1360/2904] eta: 0:19:30 lr: 0.001405 loss: 0.1776 (0.1877) loss_rec_all: 0.2037 (0.2137) loss_rec_sfr: 0.2502 (0.2746) loss_cl: -0.2793 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [05:30:15.787960] Epoch: [378] [1380/2904] eta: 0:19:15 lr: 0.001405 loss: 0.1837 (0.1878) loss_rec_all: 0.2098 (0.2138) loss_rec_sfr: 0.2647 (0.2749) loss_cl: -0.2791 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [05:30:30.702756] Epoch: [378] [1400/2904] eta: 0:18:59 lr: 0.001405 loss: 0.1767 (0.1877) loss_rec_all: 0.2026 (0.2136) loss_rec_sfr: 0.2552 (0.2743) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [05:30:45.616798] Epoch: [378] [1420/2904] eta: 0:18:44 lr: 0.001405 loss: 0.1779 (0.1876) loss_rec_all: 0.2041 (0.2136) loss_rec_sfr: 0.2532 (0.2739) loss_cl: -0.2783 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [05:31:00.532301] Epoch: [378] [1440/2904] eta: 0:18:29 lr: 0.001405 loss: 0.1779 (0.1877) loss_rec_all: 0.2039 (0.2137) loss_rec_sfr: 0.2602 (0.2743) loss_cl: -0.2782 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [05:31:15.450490] Epoch: [378] [1460/2904] eta: 0:18:13 lr: 0.001405 loss: 0.1792 (0.1878) loss_rec_all: 0.2054 (0.2138) loss_rec_sfr: 0.2533 (0.2745) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [05:31:30.365379] Epoch: [378] [1480/2904] eta: 0:17:58 lr: 0.001405 loss: 0.1772 (0.1878) loss_rec_all: 0.2034 (0.2138) loss_rec_sfr: 0.2157 (0.2744) loss_cl: -0.2796 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [05:31:45.285713] Epoch: [378] [1500/2904] eta: 0:17:42 lr: 0.001405 loss: 0.1756 (0.1877) loss_rec_all: 0.2019 (0.2136) loss_rec_sfr: 0.2309 (0.2739) loss_cl: -0.2795 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [05:32:00.201467] Epoch: [378] [1520/2904] eta: 0:17:27 lr: 0.001405 loss: 0.1778 (0.1876) loss_rec_all: 0.2039 (0.2135) loss_rec_sfr: 0.2472 (0.2734) loss_cl: -0.2781 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [05:32:15.121193] Epoch: [378] [1540/2904] eta: 0:17:12 lr: 0.001405 loss: 0.1797 (0.1877) loss_rec_all: 0.2057 (0.2137) loss_rec_sfr: 0.2698 (0.2740) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [05:32:30.040660] Epoch: [378] [1560/2904] eta: 0:16:56 lr: 0.001405 loss: 0.1804 (0.1877) loss_rec_all: 0.2065 (0.2137) loss_rec_sfr: 0.2621 (0.2740) loss_cl: -0.2794 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [05:32:44.957842] Epoch: [378] [1580/2904] eta: 0:16:41 lr: 0.001405 loss: 0.1777 (0.1877) loss_rec_all: 0.2039 (0.2137) loss_rec_sfr: 0.2540 (0.2739) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [05:32:59.867164] Epoch: [378] [1600/2904] eta: 0:16:26 lr: 0.001405 loss: 0.1808 (0.1878) loss_rec_all: 0.2068 (0.2138) loss_rec_sfr: 0.2637 (0.2743) loss_cl: -0.2785 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [05:33:14.777463] Epoch: [378] [1620/2904] eta: 0:16:11 lr: 0.001405 loss: 0.1812 (0.1879) loss_rec_all: 0.2074 (0.2139) loss_rec_sfr: 0.2562 (0.2747) loss_cl: -0.2793 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [05:33:29.682976] Epoch: [378] [1640/2904] eta: 0:15:55 lr: 0.001405 loss: 0.1735 (0.1878) loss_rec_all: 0.2002 (0.2138) loss_rec_sfr: 0.2202 (0.2742) loss_cl: -0.2801 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [05:33:44.592127] Epoch: [378] [1660/2904] eta: 0:15:40 lr: 0.001404 loss: 0.1765 (0.1878) loss_rec_all: 0.2026 (0.2137) loss_rec_sfr: 0.2554 (0.2740) loss_cl: -0.2796 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [05:33:59.501066] Epoch: [378] [1680/2904] eta: 0:15:25 lr: 0.001404 loss: 0.1794 (0.1878) loss_rec_all: 0.2057 (0.2138) loss_rec_sfr: 0.2582 (0.2741) loss_cl: -0.2786 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [05:34:14.416992] Epoch: [378] [1700/2904] eta: 0:15:09 lr: 0.001404 loss: 0.1794 (0.1879) loss_rec_all: 0.2059 (0.2138) loss_rec_sfr: 0.2632 (0.2743) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [05:34:29.333141] Epoch: [378] [1720/2904] eta: 0:14:54 lr: 0.001404 loss: 0.1751 (0.1878) loss_rec_all: 0.2010 (0.2138) loss_rec_sfr: 0.2574 (0.2741) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [05:34:44.250983] Epoch: [378] [1740/2904] eta: 0:14:39 lr: 0.001404 loss: 0.1751 (0.1877) loss_rec_all: 0.2010 (0.2137) loss_rec_sfr: 0.2487 (0.2739) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [05:34:59.170136] Epoch: [378] [1760/2904] eta: 0:14:24 lr: 0.001404 loss: 0.1755 (0.1877) loss_rec_all: 0.2016 (0.2136) loss_rec_sfr: 0.2613 (0.2738) loss_cl: -0.2796 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [05:35:14.089633] Epoch: [378] [1780/2904] eta: 0:14:08 lr: 0.001404 loss: 0.1821 (0.1878) loss_rec_all: 0.2079 (0.2137) loss_rec_sfr: 0.2605 (0.2742) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [05:35:29.010071] Epoch: [378] [1800/2904] eta: 0:13:53 lr: 0.001404 loss: 0.1757 (0.1877) loss_rec_all: 0.2018 (0.2137) loss_rec_sfr: 0.2535 (0.2742) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [05:35:43.930403] Epoch: [378] [1820/2904] eta: 0:13:38 lr: 0.001404 loss: 0.1781 (0.1878) loss_rec_all: 0.2044 (0.2137) loss_rec_sfr: 0.2565 (0.2744) loss_cl: -0.2789 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [05:35:58.847891] Epoch: [378] [1840/2904] eta: 0:13:23 lr: 0.001404 loss: 0.1792 (0.1878) loss_rec_all: 0.2058 (0.2138) loss_rec_sfr: 0.2555 (0.2744) loss_cl: -0.2792 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [05:36:13.770250] Epoch: [378] [1860/2904] eta: 0:13:08 lr: 0.001404 loss: 0.1755 (0.1877) loss_rec_all: 0.2020 (0.2137) loss_rec_sfr: 0.2519 (0.2741) loss_cl: -0.2793 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [05:36:28.683271] Epoch: [378] [1880/2904] eta: 0:12:52 lr: 0.001404 loss: 0.1807 (0.1877) loss_rec_all: 0.2071 (0.2137) loss_rec_sfr: 0.2523 (0.2740) loss_cl: -0.2790 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [05:36:43.599230] Epoch: [378] [1900/2904] eta: 0:12:37 lr: 0.001404 loss: 0.1859 (0.1878) loss_rec_all: 0.2121 (0.2138) loss_rec_sfr: 0.2602 (0.2743) loss_cl: -0.2794 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [05:36:58.507405] Epoch: [378] [1920/2904] eta: 0:12:22 lr: 0.001404 loss: 0.1821 (0.1878) loss_rec_all: 0.2081 (0.2138) loss_rec_sfr: 0.2475 (0.2743) loss_cl: -0.2791 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [05:37:13.418052] Epoch: [378] [1940/2904] eta: 0:12:07 lr: 0.001404 loss: 0.1772 (0.1879) loss_rec_all: 0.2035 (0.2138) loss_rec_sfr: 0.2510 (0.2743) loss_cl: -0.2786 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [05:37:28.337314] Epoch: [378] [1960/2904] eta: 0:11:52 lr: 0.001404 loss: 0.1741 (0.1878) loss_rec_all: 0.2001 (0.2138) loss_rec_sfr: 0.2472 (0.2742) loss_cl: -0.2786 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [05:37:43.259445] Epoch: [378] [1980/2904] eta: 0:11:37 lr: 0.001404 loss: 0.1794 (0.1879) loss_rec_all: 0.2053 (0.2138) loss_rec_sfr: 0.2561 (0.2744) loss_cl: -0.2787 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [05:37:58.174690] Epoch: [378] [2000/2904] eta: 0:11:21 lr: 0.001404 loss: 0.1761 (0.1879) loss_rec_all: 0.2027 (0.2139) loss_rec_sfr: 0.2135 (0.2743) loss_cl: -0.2788 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [05:38:13.091658] Epoch: [378] [2020/2904] eta: 0:11:06 lr: 0.001404 loss: 0.1791 (0.1879) loss_rec_all: 0.2050 (0.2139) loss_rec_sfr: 0.2483 (0.2742) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [05:38:28.005728] Epoch: [378] [2040/2904] eta: 0:10:51 lr: 0.001404 loss: 0.1791 (0.1879) loss_rec_all: 0.2052 (0.2138) loss_rec_sfr: 0.2559 (0.2741) loss_cl: -0.2791 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [05:38:42.923395] Epoch: [378] [2060/2904] eta: 0:10:36 lr: 0.001404 loss: 0.1754 (0.1879) loss_rec_all: 0.2016 (0.2138) loss_rec_sfr: 0.2523 (0.2740) loss_cl: -0.2789 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [05:38:57.838371] Epoch: [378] [2080/2904] eta: 0:10:21 lr: 0.001404 loss: 0.1755 (0.1878) loss_rec_all: 0.2016 (0.2138) loss_rec_sfr: 0.2571 (0.2740) loss_cl: -0.2783 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [05:39:12.768311] Epoch: [378] [2100/2904] eta: 0:10:06 lr: 0.001404 loss: 0.1763 (0.1878) loss_rec_all: 0.2022 (0.2138) loss_rec_sfr: 0.2628 (0.2741) loss_cl: -0.2790 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [05:39:27.682833] Epoch: [378] [2120/2904] eta: 0:09:50 lr: 0.001404 loss: 0.1768 (0.1878) loss_rec_all: 0.2028 (0.2138) loss_rec_sfr: 0.2533 (0.2740) loss_cl: -0.2795 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [05:39:42.598570] Epoch: [378] [2140/2904] eta: 0:09:35 lr: 0.001404 loss: 0.1770 (0.1879) loss_rec_all: 0.2035 (0.2138) loss_rec_sfr: 0.2568 (0.2741) loss_cl: -0.2791 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [05:39:57.516610] Epoch: [378] [2160/2904] eta: 0:09:20 lr: 0.001404 loss: 0.1734 (0.1878) loss_rec_all: 0.1998 (0.2138) loss_rec_sfr: 0.2443 (0.2739) loss_cl: -0.2790 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [05:40:12.431096] Epoch: [378] [2180/2904] eta: 0:09:05 lr: 0.001404 loss: 0.1810 (0.1878) loss_rec_all: 0.2069 (0.2137) loss_rec_sfr: 0.2541 (0.2738) loss_cl: -0.2785 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [05:40:27.348688] Epoch: [378] [2200/2904] eta: 0:08:50 lr: 0.001404 loss: 0.1767 (0.1878) loss_rec_all: 0.2030 (0.2137) loss_rec_sfr: 0.2567 (0.2737) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [05:40:42.268765] Epoch: [378] [2220/2904] eta: 0:08:35 lr: 0.001404 loss: 0.1795 (0.1877) loss_rec_all: 0.2057 (0.2137) loss_rec_sfr: 0.2566 (0.2737) loss_cl: -0.2794 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [05:40:57.189025] Epoch: [378] [2240/2904] eta: 0:08:20 lr: 0.001404 loss: 0.1790 (0.1877) loss_rec_all: 0.2054 (0.2137) loss_rec_sfr: 0.2224 (0.2735) loss_cl: -0.2797 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [05:41:12.108807] Epoch: [378] [2260/2904] eta: 0:08:05 lr: 0.001403 loss: 0.1748 (0.1877) loss_rec_all: 0.2011 (0.2137) loss_rec_sfr: 0.2544 (0.2735) loss_cl: -0.2793 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [05:41:27.024798] Epoch: [378] [2280/2904] eta: 0:07:50 lr: 0.001403 loss: 0.1755 (0.1877) loss_rec_all: 0.2020 (0.2136) loss_rec_sfr: 0.2256 (0.2733) loss_cl: -0.2787 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [05:41:41.936845] Epoch: [378] [2300/2904] eta: 0:07:34 lr: 0.001403 loss: 0.1782 (0.1876) loss_rec_all: 0.2045 (0.2136) loss_rec_sfr: 0.2559 (0.2732) loss_cl: -0.2794 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [05:41:56.846150] Epoch: [378] [2320/2904] eta: 0:07:19 lr: 0.001403 loss: 0.1774 (0.1876) loss_rec_all: 0.2037 (0.2136) loss_rec_sfr: 0.2208 (0.2731) loss_cl: -0.2786 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [05:42:11.762249] Epoch: [378] [2340/2904] eta: 0:07:04 lr: 0.001403 loss: 0.1777 (0.1876) loss_rec_all: 0.2040 (0.2136) loss_rec_sfr: 0.2534 (0.2730) loss_cl: -0.2786 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [05:42:26.681962] Epoch: [378] [2360/2904] eta: 0:06:49 lr: 0.001403 loss: 0.1824 (0.1876) loss_rec_all: 0.2084 (0.2136) loss_rec_sfr: 0.2590 (0.2730) loss_cl: -0.2788 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [05:42:41.602083] Epoch: [378] [2380/2904] eta: 0:06:34 lr: 0.001403 loss: 0.1746 (0.1876) loss_rec_all: 0.2010 (0.2136) loss_rec_sfr: 0.2246 (0.2728) loss_cl: -0.2785 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [05:42:56.517164] Epoch: [378] [2400/2904] eta: 0:06:19 lr: 0.001403 loss: 0.1741 (0.1875) loss_rec_all: 0.2006 (0.2135) loss_rec_sfr: 0.2167 (0.2726) loss_cl: -0.2789 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [05:43:11.439157] Epoch: [378] [2420/2904] eta: 0:06:04 lr: 0.001403 loss: 0.1743 (0.1874) loss_rec_all: 0.2005 (0.2134) loss_rec_sfr: 0.2497 (0.2724) loss_cl: -0.2792 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [05:43:26.355983] Epoch: [378] [2440/2904] eta: 0:05:49 lr: 0.001403 loss: 0.1785 (0.1875) loss_rec_all: 0.2048 (0.2134) loss_rec_sfr: 0.2527 (0.2723) loss_cl: -0.2792 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [05:43:41.274415] Epoch: [378] [2460/2904] eta: 0:05:34 lr: 0.001403 loss: 0.1793 (0.1874) loss_rec_all: 0.2054 (0.2134) loss_rec_sfr: 0.2610 (0.2723) loss_cl: -0.2788 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [05:43:56.194163] Epoch: [378] [2480/2904] eta: 0:05:19 lr: 0.001403 loss: 0.1763 (0.1874) loss_rec_all: 0.2031 (0.2134) loss_rec_sfr: 0.2509 (0.2721) loss_cl: -0.2788 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [05:44:11.119681] Epoch: [378] [2500/2904] eta: 0:05:04 lr: 0.001403 loss: 0.1751 (0.1873) loss_rec_all: 0.2016 (0.2133) loss_rec_sfr: 0.2182 (0.2718) loss_cl: -0.2809 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [05:44:26.037250] Epoch: [378] [2520/2904] eta: 0:04:48 lr: 0.001403 loss: 0.1779 (0.1873) loss_rec_all: 0.2041 (0.2133) loss_rec_sfr: 0.2156 (0.2716) loss_cl: -0.2802 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [05:44:40.962541] Epoch: [378] [2540/2904] eta: 0:04:33 lr: 0.001403 loss: 0.1776 (0.1873) loss_rec_all: 0.2036 (0.2133) loss_rec_sfr: 0.2542 (0.2715) loss_cl: -0.2816 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [05:44:55.877837] Epoch: [378] [2560/2904] eta: 0:04:18 lr: 0.001403 loss: 0.1785 (0.1873) loss_rec_all: 0.2048 (0.2133) loss_rec_sfr: 0.2524 (0.2715) loss_cl: -0.2801 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [05:45:10.795087] Epoch: [378] [2580/2904] eta: 0:04:03 lr: 0.001403 loss: 0.1828 (0.1873) loss_rec_all: 0.2090 (0.2133) loss_rec_sfr: 0.2542 (0.2715) loss_cl: -0.2793 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [05:45:25.710763] Epoch: [378] [2600/2904] eta: 0:03:48 lr: 0.001403 loss: 0.1824 (0.1874) loss_rec_all: 0.2085 (0.2133) loss_rec_sfr: 0.2661 (0.2718) loss_cl: -0.2781 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [05:45:40.626843] Epoch: [378] [2620/2904] eta: 0:03:33 lr: 0.001403 loss: 0.1789 (0.1874) loss_rec_all: 0.2056 (0.2134) loss_rec_sfr: 0.2215 (0.2719) loss_cl: -0.2806 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [05:45:55.541220] Epoch: [378] [2640/2904] eta: 0:03:18 lr: 0.001403 loss: 0.1768 (0.1874) loss_rec_all: 0.2026 (0.2134) loss_rec_sfr: 0.2606 (0.2719) loss_cl: -0.2783 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [05:46:10.464167] Epoch: [378] [2660/2904] eta: 0:03:03 lr: 0.001403 loss: 0.1757 (0.1874) loss_rec_all: 0.2022 (0.2134) loss_rec_sfr: 0.2570 (0.2719) loss_cl: -0.2793 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [05:46:25.382678] Epoch: [378] [2680/2904] eta: 0:02:48 lr: 0.001403 loss: 0.1754 (0.1874) loss_rec_all: 0.2017 (0.2133) loss_rec_sfr: 0.2527 (0.2718) loss_cl: -0.2799 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [05:46:40.300189] Epoch: [378] [2700/2904] eta: 0:02:33 lr: 0.001403 loss: 0.1769 (0.1873) loss_rec_all: 0.2035 (0.2133) loss_rec_sfr: 0.2559 (0.2717) loss_cl: -0.2793 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [05:46:55.221038] Epoch: [378] [2720/2904] eta: 0:02:18 lr: 0.001403 loss: 0.1767 (0.1874) loss_rec_all: 0.2029 (0.2133) loss_rec_sfr: 0.2542 (0.2718) loss_cl: -0.2791 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [05:47:10.143678] Epoch: [378] [2740/2904] eta: 0:02:03 lr: 0.001403 loss: 0.1775 (0.1873) loss_rec_all: 0.2042 (0.2133) loss_rec_sfr: 0.2414 (0.2718) loss_cl: -0.2792 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [05:47:25.071042] Epoch: [378] [2760/2904] eta: 0:01:48 lr: 0.001403 loss: 0.1803 (0.1873) loss_rec_all: 0.2066 (0.2133) loss_rec_sfr: 0.2579 (0.2718) loss_cl: -0.2791 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [05:47:39.997460] Epoch: [378] [2780/2904] eta: 0:01:33 lr: 0.001403 loss: 0.1785 (0.1873) loss_rec_all: 0.2049 (0.2133) loss_rec_sfr: 0.2556 (0.2717) loss_cl: -0.2791 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [05:47:54.916089] Epoch: [378] [2800/2904] eta: 0:01:18 lr: 0.001403 loss: 0.1748 (0.1872) loss_rec_all: 0.2011 (0.2132) loss_rec_sfr: 0.2551 (0.2715) loss_cl: -0.2812 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [05:48:09.837226] Epoch: [378] [2820/2904] eta: 0:01:03 lr: 0.001403 loss: 0.1776 (0.1872) loss_rec_all: 0.2038 (0.2132) loss_rec_sfr: 0.2509 (0.2714) loss_cl: -0.2782 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [05:48:24.779978] Epoch: [378] [2840/2904] eta: 0:00:48 lr: 0.001403 loss: 0.1755 (0.1872) loss_rec_all: 0.2017 (0.2132) loss_rec_sfr: 0.2559 (0.2714) loss_cl: -0.2804 (-0.2789) time: 0.7471 data: 0.0023 max mem: 29860 [05:48:39.671201] Epoch: [378] [2860/2904] eta: 0:00:33 lr: 0.001402 loss: 0.1782 (0.1872) loss_rec_all: 0.2046 (0.2132) loss_rec_sfr: 0.2537 (0.2714) loss_cl: -0.2800 (-0.2789) time: 0.7445 data: 0.0001 max mem: 29860 [05:48:54.569586] Epoch: [378] [2880/2904] eta: 0:00:18 lr: 0.001402 loss: 0.1785 (0.1871) loss_rec_all: 0.2046 (0.2131) loss_rec_sfr: 0.2520 (0.2712) loss_cl: -0.2791 (-0.2789) time: 0.7449 data: 0.0001 max mem: 29860 [05:49:09.476506] Epoch: [378] [2900/2904] eta: 0:00:03 lr: 0.001402 loss: 0.1760 (0.1871) loss_rec_all: 0.2028 (0.2131) loss_rec_sfr: 0.2541 (0.2713) loss_cl: -0.2807 (-0.2789) time: 0.7453 data: 0.0001 max mem: 29860 [05:49:11.719746] Epoch: [378] [2903/2904] eta: 0:00:00 lr: 0.001402 loss: 0.1760 (0.1871) loss_rec_all: 0.2028 (0.2131) loss_rec_sfr: 0.2495 (0.2712) loss_cl: -0.2809 (-0.2789) time: 0.7453 data: 0.0001 max mem: 29860 [05:49:13.868711] Epoch: [378] Total time: 0:36:25 (0.7524 s / it) [05:49:13.879767] Averaged stats: lr: 0.001402 loss: 0.1760 (0.1901) loss_rec_all: 0.2028 (0.2138) loss_rec_sfr: 0.2495 (0.2744) loss_cl: -0.2809 (-0.2556) [05:49:13.884427] log_dir: ./checkpoint/VF2_ViT-B [05:49:31.123331] Epoch: [379] [ 0/2904] eta: 13:54:17 lr: 0.001402 loss: 0.1716 (0.1716) loss_rec_all: 0.1981 (0.1981) loss_rec_sfr: 0.1836 (0.1836) loss_cl: -0.2782 (-0.2782) time: 17.2376 data: 15.2961 max mem: 29860 [05:49:47.174813] Epoch: [379] [ 20/2904] eta: 1:16:11 lr: 0.001402 loss: 0.1770 (0.1852) loss_rec_all: 0.2036 (0.2112) loss_rec_sfr: 0.2544 (0.2635) loss_cl: -0.2798 (-0.2790) time: 0.8025 data: 0.0002 max mem: 29860 [05:50:02.053483] Epoch: [379] [ 40/2904] eta: 0:56:04 lr: 0.001402 loss: 0.1744 (0.1833) loss_rec_all: 0.2006 (0.2093) loss_rec_sfr: 0.2584 (0.2623) loss_cl: -0.2787 (-0.2786) time: 0.7439 data: 0.0002 max mem: 29860 [05:50:16.934738] Epoch: [379] [ 60/2904] eta: 0:48:59 lr: 0.001402 loss: 0.1728 (0.1821) loss_rec_all: 0.1988 (0.2081) loss_rec_sfr: 0.2526 (0.2600) loss_cl: -0.2798 (-0.2789) time: 0.7440 data: 0.0002 max mem: 29860 [05:50:31.829627] Epoch: [379] [ 80/2904] eta: 0:45:17 lr: 0.001402 loss: 0.1780 (0.1844) loss_rec_all: 0.2046 (0.2104) loss_rec_sfr: 0.2534 (0.2672) loss_cl: -0.2791 (-0.2787) time: 0.7447 data: 0.0002 max mem: 29860 [05:50:46.735638] Epoch: [379] [ 100/2904] eta: 0:42:57 lr: 0.001402 loss: 0.1767 (0.1828) loss_rec_all: 0.2029 (0.2089) loss_rec_sfr: 0.2548 (0.2616) loss_cl: -0.2797 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [05:51:01.649447] Epoch: [379] [ 120/2904] eta: 0:41:19 lr: 0.001402 loss: 0.1789 (0.1847) loss_rec_all: 0.2051 (0.2107) loss_rec_sfr: 0.2626 (0.2694) loss_cl: -0.2781 (-0.2786) time: 0.7456 data: 0.0002 max mem: 29860 [05:51:16.577252] Epoch: [379] [ 140/2904] eta: 0:40:04 lr: 0.001402 loss: 0.1742 (0.1845) loss_rec_all: 0.2008 (0.2105) loss_rec_sfr: 0.2545 (0.2679) loss_cl: -0.2792 (-0.2786) time: 0.7464 data: 0.0002 max mem: 29860 [05:51:31.475456] Epoch: [379] [ 160/2904] eta: 0:39:04 lr: 0.001402 loss: 0.1801 (0.1861) loss_rec_all: 0.2066 (0.2121) loss_rec_sfr: 0.2642 (0.2736) loss_cl: -0.2791 (-0.2786) time: 0.7449 data: 0.0002 max mem: 29860 [05:51:46.409126] Epoch: [379] [ 180/2904] eta: 0:38:15 lr: 0.001402 loss: 0.1826 (0.1859) loss_rec_all: 0.2088 (0.2118) loss_rec_sfr: 0.2579 (0.2725) loss_cl: -0.2794 (-0.2787) time: 0.7466 data: 0.0002 max mem: 29860 [05:52:01.326792] Epoch: [379] [ 200/2904] eta: 0:37:32 lr: 0.001402 loss: 0.1753 (0.1852) loss_rec_all: 0.2017 (0.2111) loss_rec_sfr: 0.2589 (0.2707) loss_cl: -0.2793 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [05:52:16.263025] Epoch: [379] [ 220/2904] eta: 0:36:54 lr: 0.001402 loss: 0.1783 (0.1849) loss_rec_all: 0.2046 (0.2109) loss_rec_sfr: 0.2502 (0.2686) loss_cl: -0.2790 (-0.2787) time: 0.7468 data: 0.0002 max mem: 29860 [05:52:31.176810] Epoch: [379] [ 240/2904] eta: 0:36:20 lr: 0.001402 loss: 0.1817 (0.1856) loss_rec_all: 0.2079 (0.2116) loss_rec_sfr: 0.2595 (0.2706) loss_cl: -0.2798 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [05:52:46.102788] Epoch: [379] [ 260/2904] eta: 0:35:49 lr: 0.001402 loss: 0.1744 (0.1855) loss_rec_all: 0.2008 (0.2115) loss_rec_sfr: 0.2611 (0.2703) loss_cl: -0.2799 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [05:53:01.017793] Epoch: [379] [ 280/2904] eta: 0:35:20 lr: 0.001402 loss: 0.1754 (0.1858) loss_rec_all: 0.2018 (0.2118) loss_rec_sfr: 0.2568 (0.2716) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [05:53:15.927002] Epoch: [379] [ 300/2904] eta: 0:34:53 lr: 0.001402 loss: 0.1770 (0.1856) loss_rec_all: 0.2034 (0.2116) loss_rec_sfr: 0.2543 (0.2709) loss_cl: -0.2785 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [05:53:30.838939] Epoch: [379] [ 320/2904] eta: 0:34:28 lr: 0.001402 loss: 0.1783 (0.1857) loss_rec_all: 0.2044 (0.2117) loss_rec_sfr: 0.2580 (0.2710) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [05:53:45.750156] Epoch: [379] [ 340/2904] eta: 0:34:04 lr: 0.001402 loss: 0.1756 (0.1852) loss_rec_all: 0.2024 (0.2112) loss_rec_sfr: 0.2237 (0.2685) loss_cl: -0.2802 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [05:54:00.664851] Epoch: [379] [ 360/2904] eta: 0:33:40 lr: 0.001402 loss: 0.1734 (0.1847) loss_rec_all: 0.1996 (0.2107) loss_rec_sfr: 0.2527 (0.2667) loss_cl: -0.2800 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [05:54:15.580202] Epoch: [379] [ 380/2904] eta: 0:33:18 lr: 0.001402 loss: 0.1746 (0.1845) loss_rec_all: 0.2013 (0.2105) loss_rec_sfr: 0.2431 (0.2658) loss_cl: -0.2797 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [05:54:30.497236] Epoch: [379] [ 400/2904] eta: 0:32:56 lr: 0.001402 loss: 0.1781 (0.1847) loss_rec_all: 0.2042 (0.2107) loss_rec_sfr: 0.2575 (0.2663) loss_cl: -0.2804 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [05:54:45.410341] Epoch: [379] [ 420/2904] eta: 0:32:35 lr: 0.001402 loss: 0.1755 (0.1846) loss_rec_all: 0.2019 (0.2106) loss_rec_sfr: 0.2545 (0.2661) loss_cl: -0.2810 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [05:55:00.325550] Epoch: [379] [ 440/2904] eta: 0:32:15 lr: 0.001402 loss: 0.1761 (0.1847) loss_rec_all: 0.2028 (0.2108) loss_rec_sfr: 0.2352 (0.2664) loss_cl: -0.2807 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [05:55:15.244174] Epoch: [379] [ 460/2904] eta: 0:31:55 lr: 0.001402 loss: 0.1768 (0.1850) loss_rec_all: 0.2034 (0.2111) loss_rec_sfr: 0.2255 (0.2672) loss_cl: -0.2801 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [05:55:30.162390] Epoch: [379] [ 480/2904] eta: 0:31:36 lr: 0.001402 loss: 0.1747 (0.1850) loss_rec_all: 0.2014 (0.2110) loss_rec_sfr: 0.2211 (0.2669) loss_cl: -0.2788 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [05:55:45.080876] Epoch: [379] [ 500/2904] eta: 0:31:17 lr: 0.001402 loss: 0.1786 (0.1851) loss_rec_all: 0.2049 (0.2111) loss_rec_sfr: 0.2602 (0.2673) loss_cl: -0.2795 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [05:55:59.998730] Epoch: [379] [ 520/2904] eta: 0:30:58 lr: 0.001402 loss: 0.1767 (0.1853) loss_rec_all: 0.2034 (0.2113) loss_rec_sfr: 0.2553 (0.2682) loss_cl: -0.2799 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [05:56:14.913289] Epoch: [379] [ 540/2904] eta: 0:30:39 lr: 0.001401 loss: 0.1841 (0.1860) loss_rec_all: 0.2100 (0.2120) loss_rec_sfr: 0.2774 (0.2707) loss_cl: -0.2787 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [05:56:29.831523] Epoch: [379] [ 560/2904] eta: 0:30:21 lr: 0.001401 loss: 0.1769 (0.1859) loss_rec_all: 0.2029 (0.2119) loss_rec_sfr: 0.2538 (0.2700) loss_cl: -0.2793 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [05:56:44.754533] Epoch: [379] [ 580/2904] eta: 0:30:03 lr: 0.001401 loss: 0.1740 (0.1856) loss_rec_all: 0.2004 (0.2116) loss_rec_sfr: 0.2153 (0.2688) loss_cl: -0.2790 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [05:56:59.668322] Epoch: [379] [ 600/2904] eta: 0:29:45 lr: 0.001401 loss: 0.1768 (0.1857) loss_rec_all: 0.2034 (0.2117) loss_rec_sfr: 0.2526 (0.2687) loss_cl: -0.2791 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [05:57:14.578661] Epoch: [379] [ 620/2904] eta: 0:29:27 lr: 0.001401 loss: 0.1795 (0.1856) loss_rec_all: 0.2052 (0.2116) loss_rec_sfr: 0.2603 (0.2685) loss_cl: -0.2785 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [05:57:29.493071] Epoch: [379] [ 640/2904] eta: 0:29:10 lr: 0.001401 loss: 0.1747 (0.1857) loss_rec_all: 0.2013 (0.2117) loss_rec_sfr: 0.2538 (0.2690) loss_cl: -0.2791 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [05:57:44.406049] Epoch: [379] [ 660/2904] eta: 0:28:53 lr: 0.001401 loss: 0.1780 (0.1858) loss_rec_all: 0.2040 (0.2118) loss_rec_sfr: 0.2525 (0.2694) loss_cl: -0.2787 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [05:57:59.321719] Epoch: [379] [ 680/2904] eta: 0:28:35 lr: 0.001401 loss: 0.1762 (0.1860) loss_rec_all: 0.2026 (0.2120) loss_rec_sfr: 0.2599 (0.2699) loss_cl: -0.2789 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [05:58:14.235555] Epoch: [379] [ 700/2904] eta: 0:28:18 lr: 0.001401 loss: 0.1799 (0.1863) loss_rec_all: 0.2057 (0.2122) loss_rec_sfr: 0.2739 (0.2709) loss_cl: -0.2785 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [05:58:29.151525] Epoch: [379] [ 720/2904] eta: 0:28:01 lr: 0.001401 loss: 0.1797 (0.1862) loss_rec_all: 0.2060 (0.2122) loss_rec_sfr: 0.2460 (0.2705) loss_cl: -0.2798 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [05:58:44.066220] Epoch: [379] [ 740/2904] eta: 0:27:45 lr: 0.001401 loss: 0.1787 (0.1863) loss_rec_all: 0.2051 (0.2123) loss_rec_sfr: 0.2517 (0.2709) loss_cl: -0.2795 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [05:58:58.979976] Epoch: [379] [ 760/2904] eta: 0:27:28 lr: 0.001401 loss: 0.1738 (0.1862) loss_rec_all: 0.2002 (0.2122) loss_rec_sfr: 0.2506 (0.2705) loss_cl: -0.2781 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [05:59:13.893858] Epoch: [379] [ 780/2904] eta: 0:27:11 lr: 0.001401 loss: 0.1787 (0.1863) loss_rec_all: 0.2047 (0.2123) loss_rec_sfr: 0.2503 (0.2707) loss_cl: -0.2786 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [05:59:28.809204] Epoch: [379] [ 800/2904] eta: 0:26:55 lr: 0.001401 loss: 0.1776 (0.1862) loss_rec_all: 0.2035 (0.2122) loss_rec_sfr: 0.2579 (0.2707) loss_cl: -0.2784 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [05:59:43.723816] Epoch: [379] [ 820/2904] eta: 0:26:38 lr: 0.001401 loss: 0.1790 (0.1863) loss_rec_all: 0.2055 (0.2123) loss_rec_sfr: 0.2507 (0.2704) loss_cl: -0.2787 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [05:59:58.640261] Epoch: [379] [ 840/2904] eta: 0:26:22 lr: 0.001401 loss: 0.1765 (0.1861) loss_rec_all: 0.2031 (0.2121) loss_rec_sfr: 0.2476 (0.2698) loss_cl: -0.2796 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [06:00:13.556542] Epoch: [379] [ 860/2904] eta: 0:26:05 lr: 0.001401 loss: 0.1796 (0.1863) loss_rec_all: 0.2059 (0.2123) loss_rec_sfr: 0.2635 (0.2708) loss_cl: -0.2792 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [06:00:28.475637] Epoch: [379] [ 880/2904] eta: 0:25:49 lr: 0.001401 loss: 0.1791 (0.1862) loss_rec_all: 0.2050 (0.2122) loss_rec_sfr: 0.2296 (0.2704) loss_cl: -0.2787 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [06:00:43.389016] Epoch: [379] [ 900/2904] eta: 0:25:33 lr: 0.001401 loss: 0.1755 (0.1861) loss_rec_all: 0.2019 (0.2121) loss_rec_sfr: 0.2193 (0.2699) loss_cl: -0.2789 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [06:00:58.304776] Epoch: [379] [ 920/2904] eta: 0:25:17 lr: 0.001401 loss: 0.1783 (0.1862) loss_rec_all: 0.2044 (0.2121) loss_rec_sfr: 0.2544 (0.2698) loss_cl: -0.2791 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [06:01:13.217345] Epoch: [379] [ 940/2904] eta: 0:25:01 lr: 0.001401 loss: 0.1793 (0.1865) loss_rec_all: 0.2059 (0.2125) loss_rec_sfr: 0.2647 (0.2707) loss_cl: -0.2791 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [06:01:28.129458] Epoch: [379] [ 960/2904] eta: 0:24:45 lr: 0.001401 loss: 0.1793 (0.1865) loss_rec_all: 0.2055 (0.2125) loss_rec_sfr: 0.2578 (0.2707) loss_cl: -0.2792 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [06:01:43.047623] Epoch: [379] [ 980/2904] eta: 0:24:29 lr: 0.001401 loss: 0.1764 (0.1865) loss_rec_all: 0.2025 (0.2125) loss_rec_sfr: 0.2567 (0.2705) loss_cl: -0.2785 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [06:01:57.964768] Epoch: [379] [1000/2904] eta: 0:24:13 lr: 0.001401 loss: 0.1790 (0.1864) loss_rec_all: 0.2052 (0.2124) loss_rec_sfr: 0.2467 (0.2700) loss_cl: -0.2794 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [06:02:12.875147] Epoch: [379] [1020/2904] eta: 0:23:57 lr: 0.001401 loss: 0.1750 (0.1863) loss_rec_all: 0.2012 (0.2123) loss_rec_sfr: 0.2537 (0.2699) loss_cl: -0.2801 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [06:02:27.788335] Epoch: [379] [1040/2904] eta: 0:23:41 lr: 0.001401 loss: 0.1786 (0.1864) loss_rec_all: 0.2048 (0.2124) loss_rec_sfr: 0.2552 (0.2698) loss_cl: -0.2787 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [06:02:42.696807] Epoch: [379] [1060/2904] eta: 0:23:25 lr: 0.001401 loss: 0.1737 (0.1863) loss_rec_all: 0.2001 (0.2123) loss_rec_sfr: 0.2514 (0.2698) loss_cl: -0.2788 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [06:02:57.605536] Epoch: [379] [1080/2904] eta: 0:23:09 lr: 0.001401 loss: 0.1804 (0.1865) loss_rec_all: 0.2063 (0.2125) loss_rec_sfr: 0.2724 (0.2702) loss_cl: -0.2781 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [06:03:12.519846] Epoch: [379] [1100/2904] eta: 0:22:54 lr: 0.001401 loss: 0.1805 (0.1866) loss_rec_all: 0.2065 (0.2126) loss_rec_sfr: 0.2683 (0.2707) loss_cl: -0.2780 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [06:03:27.438384] Epoch: [379] [1120/2904] eta: 0:22:38 lr: 0.001401 loss: 0.1787 (0.1867) loss_rec_all: 0.2049 (0.2127) loss_rec_sfr: 0.2551 (0.2711) loss_cl: -0.2792 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [06:03:42.355956] Epoch: [379] [1140/2904] eta: 0:22:22 lr: 0.001400 loss: 0.1785 (0.1867) loss_rec_all: 0.2047 (0.2127) loss_rec_sfr: 0.2529 (0.2710) loss_cl: -0.2792 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [06:03:57.278718] Epoch: [379] [1160/2904] eta: 0:22:06 lr: 0.001400 loss: 0.1789 (0.1869) loss_rec_all: 0.2052 (0.2129) loss_rec_sfr: 0.2592 (0.2717) loss_cl: -0.2790 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [06:04:12.197470] Epoch: [379] [1180/2904] eta: 0:21:51 lr: 0.001400 loss: 0.1753 (0.1869) loss_rec_all: 0.2014 (0.2129) loss_rec_sfr: 0.2540 (0.2718) loss_cl: -0.2789 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [06:04:27.111667] Epoch: [379] [1200/2904] eta: 0:21:35 lr: 0.001400 loss: 0.1731 (0.1868) loss_rec_all: 0.1995 (0.2128) loss_rec_sfr: 0.2515 (0.2715) loss_cl: -0.2787 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [06:04:42.026499] Epoch: [379] [1220/2904] eta: 0:21:20 lr: 0.001400 loss: 0.1738 (0.1866) loss_rec_all: 0.2001 (0.2126) loss_rec_sfr: 0.2505 (0.2710) loss_cl: -0.2789 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [06:04:56.942647] Epoch: [379] [1240/2904] eta: 0:21:04 lr: 0.001400 loss: 0.1855 (0.1868) loss_rec_all: 0.2117 (0.2128) loss_rec_sfr: 0.2654 (0.2716) loss_cl: -0.2790 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [06:05:11.861516] Epoch: [379] [1260/2904] eta: 0:20:48 lr: 0.001400 loss: 0.1773 (0.1868) loss_rec_all: 0.2037 (0.2128) loss_rec_sfr: 0.2578 (0.2718) loss_cl: -0.2794 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [06:05:26.777605] Epoch: [379] [1280/2904] eta: 0:20:33 lr: 0.001400 loss: 0.1757 (0.1868) loss_rec_all: 0.2023 (0.2128) loss_rec_sfr: 0.2525 (0.2716) loss_cl: -0.2793 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [06:05:41.690226] Epoch: [379] [1300/2904] eta: 0:20:17 lr: 0.001400 loss: 0.1767 (0.1868) loss_rec_all: 0.2028 (0.2127) loss_rec_sfr: 0.2522 (0.2715) loss_cl: -0.2780 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [06:05:56.602788] Epoch: [379] [1320/2904] eta: 0:20:02 lr: 0.001400 loss: 0.1792 (0.1868) loss_rec_all: 0.2055 (0.2128) loss_rec_sfr: 0.2591 (0.2716) loss_cl: -0.2791 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [06:06:11.524127] Epoch: [379] [1340/2904] eta: 0:19:46 lr: 0.001400 loss: 0.1799 (0.1868) loss_rec_all: 0.2060 (0.2128) loss_rec_sfr: 0.2639 (0.2717) loss_cl: -0.2802 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [06:06:26.447857] Epoch: [379] [1360/2904] eta: 0:19:31 lr: 0.001400 loss: 0.1764 (0.1868) loss_rec_all: 0.2026 (0.2127) loss_rec_sfr: 0.2548 (0.2717) loss_cl: -0.2793 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [06:06:41.361843] Epoch: [379] [1380/2904] eta: 0:19:15 lr: 0.001400 loss: 0.1735 (0.1868) loss_rec_all: 0.1998 (0.2128) loss_rec_sfr: 0.2231 (0.2719) loss_cl: -0.2784 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [06:06:56.276197] Epoch: [379] [1400/2904] eta: 0:19:00 lr: 0.001400 loss: 0.1793 (0.1869) loss_rec_all: 0.2053 (0.2128) loss_rec_sfr: 0.2669 (0.2721) loss_cl: -0.2781 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [06:07:11.184971] Epoch: [379] [1420/2904] eta: 0:18:45 lr: 0.001400 loss: 0.1785 (0.1869) loss_rec_all: 0.2045 (0.2129) loss_rec_sfr: 0.2533 (0.2721) loss_cl: -0.2791 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [06:07:26.095410] Epoch: [379] [1440/2904] eta: 0:18:29 lr: 0.001400 loss: 0.1759 (0.1869) loss_rec_all: 0.2022 (0.2129) loss_rec_sfr: 0.2530 (0.2720) loss_cl: -0.2791 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [06:07:41.006291] Epoch: [379] [1460/2904] eta: 0:18:14 lr: 0.001400 loss: 0.1773 (0.1869) loss_rec_all: 0.2039 (0.2129) loss_rec_sfr: 0.2448 (0.2719) loss_cl: -0.2795 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [06:07:55.921116] Epoch: [379] [1480/2904] eta: 0:17:58 lr: 0.001400 loss: 0.1735 (0.1868) loss_rec_all: 0.1996 (0.2128) loss_rec_sfr: 0.2564 (0.2717) loss_cl: -0.2791 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [06:08:10.835995] Epoch: [379] [1500/2904] eta: 0:17:43 lr: 0.001400 loss: 0.1832 (0.1870) loss_rec_all: 0.2094 (0.2129) loss_rec_sfr: 0.2646 (0.2721) loss_cl: -0.2790 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [06:08:25.746190] Epoch: [379] [1520/2904] eta: 0:17:28 lr: 0.001400 loss: 0.1747 (0.1870) loss_rec_all: 0.2012 (0.2130) loss_rec_sfr: 0.2569 (0.2723) loss_cl: -0.2790 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [06:08:40.656523] Epoch: [379] [1540/2904] eta: 0:17:12 lr: 0.001400 loss: 0.1741 (0.1869) loss_rec_all: 0.2001 (0.2129) loss_rec_sfr: 0.2523 (0.2720) loss_cl: -0.2788 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [06:08:55.562003] Epoch: [379] [1560/2904] eta: 0:16:57 lr: 0.001400 loss: 0.1738 (0.1869) loss_rec_all: 0.2003 (0.2128) loss_rec_sfr: 0.2539 (0.2719) loss_cl: -0.2789 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [06:09:10.468231] Epoch: [379] [1580/2904] eta: 0:16:42 lr: 0.001400 loss: 0.1778 (0.1869) loss_rec_all: 0.2039 (0.2129) loss_rec_sfr: 0.2592 (0.2721) loss_cl: -0.2790 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [06:09:25.383616] Epoch: [379] [1600/2904] eta: 0:16:26 lr: 0.001400 loss: 0.1739 (0.1869) loss_rec_all: 0.2001 (0.2129) loss_rec_sfr: 0.2550 (0.2721) loss_cl: -0.2794 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [06:09:40.298427] Epoch: [379] [1620/2904] eta: 0:16:11 lr: 0.001400 loss: 0.1769 (0.1868) loss_rec_all: 0.2030 (0.2128) loss_rec_sfr: 0.2524 (0.2719) loss_cl: -0.2787 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [06:09:55.209312] Epoch: [379] [1640/2904] eta: 0:15:56 lr: 0.001400 loss: 0.1776 (0.1867) loss_rec_all: 0.2042 (0.2127) loss_rec_sfr: 0.2511 (0.2716) loss_cl: -0.2792 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [06:10:10.117918] Epoch: [379] [1660/2904] eta: 0:15:40 lr: 0.001400 loss: 0.1750 (0.1866) loss_rec_all: 0.2008 (0.2126) loss_rec_sfr: 0.2592 (0.2714) loss_cl: -0.2789 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [06:10:25.029368] Epoch: [379] [1680/2904] eta: 0:15:25 lr: 0.001400 loss: 0.1782 (0.1867) loss_rec_all: 0.2045 (0.2127) loss_rec_sfr: 0.2622 (0.2718) loss_cl: -0.2794 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [06:10:39.937115] Epoch: [379] [1700/2904] eta: 0:15:10 lr: 0.001400 loss: 0.1769 (0.1868) loss_rec_all: 0.2030 (0.2128) loss_rec_sfr: 0.2634 (0.2722) loss_cl: -0.2799 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [06:10:54.848152] Epoch: [379] [1720/2904] eta: 0:14:54 lr: 0.001400 loss: 0.1770 (0.1869) loss_rec_all: 0.2034 (0.2129) loss_rec_sfr: 0.2601 (0.2725) loss_cl: -0.2785 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [06:11:09.759848] Epoch: [379] [1740/2904] eta: 0:14:39 lr: 0.001399 loss: 0.1803 (0.1869) loss_rec_all: 0.2065 (0.2129) loss_rec_sfr: 0.2598 (0.2726) loss_cl: -0.2789 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [06:11:24.823884] Epoch: [379] [1760/2904] eta: 0:14:24 lr: 0.001399 loss: 0.1762 (0.1869) loss_rec_all: 0.2021 (0.2129) loss_rec_sfr: 0.2143 (0.2724) loss_cl: -0.2788 (-0.2789) time: 0.7532 data: 0.0002 max mem: 29860 [06:11:39.732645] Epoch: [379] [1780/2904] eta: 0:14:09 lr: 0.001399 loss: 0.1753 (0.1869) loss_rec_all: 0.2020 (0.2129) loss_rec_sfr: 0.2483 (0.2724) loss_cl: -0.2795 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [06:11:54.647324] Epoch: [379] [1800/2904] eta: 0:13:54 lr: 0.001399 loss: 0.1751 (0.1868) loss_rec_all: 0.2015 (0.2128) loss_rec_sfr: 0.2609 (0.2722) loss_cl: -0.2796 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [06:12:09.556587] Epoch: [379] [1820/2904] eta: 0:13:38 lr: 0.001399 loss: 0.1831 (0.1869) loss_rec_all: 0.2090 (0.2129) loss_rec_sfr: 0.2614 (0.2725) loss_cl: -0.2781 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [06:12:24.471256] Epoch: [379] [1840/2904] eta: 0:13:23 lr: 0.001399 loss: 0.1825 (0.1869) loss_rec_all: 0.2085 (0.2128) loss_rec_sfr: 0.2512 (0.2723) loss_cl: -0.2779 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [06:12:39.392601] Epoch: [379] [1860/2904] eta: 0:13:08 lr: 0.001399 loss: 0.1815 (0.1870) loss_rec_all: 0.2077 (0.2129) loss_rec_sfr: 0.2592 (0.2726) loss_cl: -0.2792 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [06:12:54.304844] Epoch: [379] [1880/2904] eta: 0:12:53 lr: 0.001399 loss: 0.1788 (0.1870) loss_rec_all: 0.2051 (0.2130) loss_rec_sfr: 0.2588 (0.2728) loss_cl: -0.2793 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [06:13:09.214800] Epoch: [379] [1900/2904] eta: 0:12:38 lr: 0.001399 loss: 0.1779 (0.1870) loss_rec_all: 0.2039 (0.2130) loss_rec_sfr: 0.2502 (0.2726) loss_cl: -0.2785 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [06:13:24.126470] Epoch: [379] [1920/2904] eta: 0:12:22 lr: 0.001399 loss: 0.1808 (0.1870) loss_rec_all: 0.2069 (0.2130) loss_rec_sfr: 0.2553 (0.2726) loss_cl: -0.2787 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [06:13:39.039759] Epoch: [379] [1940/2904] eta: 0:12:07 lr: 0.001399 loss: 0.1757 (0.1870) loss_rec_all: 0.2020 (0.2129) loss_rec_sfr: 0.2560 (0.2724) loss_cl: -0.2788 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [06:13:53.950700] Epoch: [379] [1960/2904] eta: 0:11:52 lr: 0.001399 loss: 0.1766 (0.1869) loss_rec_all: 0.2027 (0.2129) loss_rec_sfr: 0.2470 (0.2723) loss_cl: -0.2791 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [06:14:08.868896] Epoch: [379] [1980/2904] eta: 0:11:37 lr: 0.001399 loss: 0.1769 (0.1869) loss_rec_all: 0.2030 (0.2129) loss_rec_sfr: 0.2548 (0.2723) loss_cl: -0.2790 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [06:14:23.778716] Epoch: [379] [2000/2904] eta: 0:11:22 lr: 0.001399 loss: 0.1755 (0.1869) loss_rec_all: 0.2018 (0.2129) loss_rec_sfr: 0.2583 (0.2724) loss_cl: -0.2784 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [06:14:38.690819] Epoch: [379] [2020/2904] eta: 0:11:06 lr: 0.001399 loss: 0.1776 (0.1869) loss_rec_all: 0.2041 (0.2129) loss_rec_sfr: 0.2586 (0.2722) loss_cl: -0.2789 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [06:14:53.599267] Epoch: [379] [2040/2904] eta: 0:10:51 lr: 0.001399 loss: 0.1780 (0.1869) loss_rec_all: 0.2040 (0.2129) loss_rec_sfr: 0.2539 (0.2723) loss_cl: -0.2790 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [06:15:08.502751] Epoch: [379] [2060/2904] eta: 0:10:36 lr: 0.001399 loss: 0.1795 (0.1871) loss_rec_all: 0.2056 (0.2130) loss_rec_sfr: 0.2668 (0.2728) loss_cl: -0.2786 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [06:15:23.413904] Epoch: [379] [2080/2904] eta: 0:10:21 lr: 0.001399 loss: 0.1830 (0.1872) loss_rec_all: 0.2090 (0.2131) loss_rec_sfr: 0.2615 (0.2732) loss_cl: -0.2790 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [06:15:38.322843] Epoch: [379] [2100/2904] eta: 0:10:06 lr: 0.001399 loss: 0.1757 (0.1872) loss_rec_all: 0.2021 (0.2132) loss_rec_sfr: 0.2601 (0.2733) loss_cl: -0.2786 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [06:15:53.230001] Epoch: [379] [2120/2904] eta: 0:09:51 lr: 0.001399 loss: 0.1750 (0.1871) loss_rec_all: 0.2014 (0.2131) loss_rec_sfr: 0.2551 (0.2731) loss_cl: -0.2787 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [06:16:08.142133] Epoch: [379] [2140/2904] eta: 0:09:36 lr: 0.001399 loss: 0.1786 (0.1872) loss_rec_all: 0.2049 (0.2132) loss_rec_sfr: 0.2556 (0.2731) loss_cl: -0.2783 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [06:16:23.062910] Epoch: [379] [2160/2904] eta: 0:09:20 lr: 0.001399 loss: 0.1753 (0.1872) loss_rec_all: 0.2018 (0.2132) loss_rec_sfr: 0.2536 (0.2730) loss_cl: -0.2794 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [06:16:37.976239] Epoch: [379] [2180/2904] eta: 0:09:05 lr: 0.001399 loss: 0.1802 (0.1872) loss_rec_all: 0.2063 (0.2132) loss_rec_sfr: 0.2592 (0.2733) loss_cl: -0.2795 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [06:16:52.883814] Epoch: [379] [2200/2904] eta: 0:08:50 lr: 0.001399 loss: 0.1783 (0.1873) loss_rec_all: 0.2046 (0.2133) loss_rec_sfr: 0.2543 (0.2735) loss_cl: -0.2791 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [06:17:07.790339] Epoch: [379] [2220/2904] eta: 0:08:35 lr: 0.001399 loss: 0.1776 (0.1873) loss_rec_all: 0.2036 (0.2132) loss_rec_sfr: 0.2574 (0.2734) loss_cl: -0.2786 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [06:17:22.693416] Epoch: [379] [2240/2904] eta: 0:08:20 lr: 0.001399 loss: 0.1784 (0.1872) loss_rec_all: 0.2044 (0.2132) loss_rec_sfr: 0.2567 (0.2733) loss_cl: -0.2788 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [06:17:37.601824] Epoch: [379] [2260/2904] eta: 0:08:05 lr: 0.001399 loss: 0.1771 (0.1872) loss_rec_all: 0.2030 (0.2132) loss_rec_sfr: 0.2576 (0.2732) loss_cl: -0.2787 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [06:17:52.511420] Epoch: [379] [2280/2904] eta: 0:07:50 lr: 0.001399 loss: 0.1740 (0.1871) loss_rec_all: 0.2004 (0.2131) loss_rec_sfr: 0.2243 (0.2729) loss_cl: -0.2797 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [06:18:07.419136] Epoch: [379] [2300/2904] eta: 0:07:35 lr: 0.001399 loss: 0.1737 (0.1871) loss_rec_all: 0.2000 (0.2130) loss_rec_sfr: 0.2554 (0.2728) loss_cl: -0.2796 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [06:18:22.327292] Epoch: [379] [2320/2904] eta: 0:07:19 lr: 0.001398 loss: 0.1754 (0.1870) loss_rec_all: 0.2014 (0.2130) loss_rec_sfr: 0.2499 (0.2725) loss_cl: -0.2798 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [06:18:37.237875] Epoch: [379] [2340/2904] eta: 0:07:04 lr: 0.001398 loss: 0.1756 (0.1870) loss_rec_all: 0.2015 (0.2130) loss_rec_sfr: 0.2613 (0.2725) loss_cl: -0.2791 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [06:18:52.145014] Epoch: [379] [2360/2904] eta: 0:06:49 lr: 0.001398 loss: 0.1781 (0.1870) loss_rec_all: 0.2041 (0.2130) loss_rec_sfr: 0.2668 (0.2726) loss_cl: -0.2793 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [06:19:07.051927] Epoch: [379] [2380/2904] eta: 0:06:34 lr: 0.001398 loss: 0.1795 (0.1870) loss_rec_all: 0.2058 (0.2130) loss_rec_sfr: 0.2525 (0.2725) loss_cl: -0.2792 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [06:19:21.957435] Epoch: [379] [2400/2904] eta: 0:06:19 lr: 0.001398 loss: 0.1790 (0.1870) loss_rec_all: 0.2053 (0.2130) loss_rec_sfr: 0.2461 (0.2725) loss_cl: -0.2784 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [06:19:36.863386] Epoch: [379] [2420/2904] eta: 0:06:04 lr: 0.001398 loss: 0.1820 (0.1871) loss_rec_all: 0.2082 (0.2130) loss_rec_sfr: 0.2486 (0.2726) loss_cl: -0.2786 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [06:19:51.776811] Epoch: [379] [2440/2904] eta: 0:05:49 lr: 0.001398 loss: 0.1817 (0.1871) loss_rec_all: 0.2075 (0.2130) loss_rec_sfr: 0.2566 (0.2725) loss_cl: -0.2785 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [06:20:06.687744] Epoch: [379] [2460/2904] eta: 0:05:34 lr: 0.001398 loss: 0.1774 (0.1871) loss_rec_all: 0.2035 (0.2130) loss_rec_sfr: 0.2525 (0.2725) loss_cl: -0.2785 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [06:20:21.603964] Epoch: [379] [2480/2904] eta: 0:05:19 lr: 0.001398 loss: 0.1751 (0.1870) loss_rec_all: 0.2013 (0.2130) loss_rec_sfr: 0.2479 (0.2724) loss_cl: -0.2788 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [06:20:36.519855] Epoch: [379] [2500/2904] eta: 0:05:04 lr: 0.001398 loss: 0.1769 (0.1871) loss_rec_all: 0.2033 (0.2130) loss_rec_sfr: 0.2540 (0.2724) loss_cl: -0.2786 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [06:20:51.436125] Epoch: [379] [2520/2904] eta: 0:04:49 lr: 0.001398 loss: 0.1790 (0.1870) loss_rec_all: 0.2055 (0.2130) loss_rec_sfr: 0.2575 (0.2724) loss_cl: -0.2790 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [06:21:06.353898] Epoch: [379] [2540/2904] eta: 0:04:33 lr: 0.001398 loss: 0.1813 (0.1871) loss_rec_all: 0.2072 (0.2131) loss_rec_sfr: 0.2705 (0.2728) loss_cl: -0.2791 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [06:21:21.270958] Epoch: [379] [2560/2904] eta: 0:04:18 lr: 0.001398 loss: 0.1754 (0.1872) loss_rec_all: 0.2016 (0.2131) loss_rec_sfr: 0.2508 (0.2729) loss_cl: -0.2791 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [06:21:36.180990] Epoch: [379] [2580/2904] eta: 0:04:03 lr: 0.001398 loss: 0.1811 (0.1872) loss_rec_all: 0.2076 (0.2132) loss_rec_sfr: 0.2531 (0.2729) loss_cl: -0.2794 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [06:21:51.088750] Epoch: [379] [2600/2904] eta: 0:03:48 lr: 0.001398 loss: 0.1742 (0.1872) loss_rec_all: 0.2008 (0.2131) loss_rec_sfr: 0.2618 (0.2729) loss_cl: -0.2789 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [06:22:05.998054] Epoch: [379] [2620/2904] eta: 0:03:33 lr: 0.001398 loss: 0.1770 (0.1872) loss_rec_all: 0.2032 (0.2132) loss_rec_sfr: 0.2576 (0.2730) loss_cl: -0.2784 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [06:22:20.906280] Epoch: [379] [2640/2904] eta: 0:03:18 lr: 0.001398 loss: 0.1760 (0.1872) loss_rec_all: 0.2019 (0.2132) loss_rec_sfr: 0.2555 (0.2729) loss_cl: -0.2783 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [06:22:35.821851] Epoch: [379] [2660/2904] eta: 0:03:03 lr: 0.001398 loss: 0.1772 (0.1872) loss_rec_all: 0.2037 (0.2132) loss_rec_sfr: 0.2555 (0.2730) loss_cl: -0.2791 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [06:22:50.730767] Epoch: [379] [2680/2904] eta: 0:02:48 lr: 0.001398 loss: 0.1751 (0.1872) loss_rec_all: 0.2012 (0.2132) loss_rec_sfr: 0.2591 (0.2731) loss_cl: -0.2796 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [06:23:05.637586] Epoch: [379] [2700/2904] eta: 0:02:33 lr: 0.001398 loss: 0.1752 (0.1872) loss_rec_all: 0.2015 (0.2132) loss_rec_sfr: 0.2528 (0.2730) loss_cl: -0.2787 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [06:23:20.552756] Epoch: [379] [2720/2904] eta: 0:02:18 lr: 0.001398 loss: 0.1745 (0.1872) loss_rec_all: 0.2005 (0.2131) loss_rec_sfr: 0.2535 (0.2729) loss_cl: -0.2778 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [06:23:35.467589] Epoch: [379] [2740/2904] eta: 0:02:03 lr: 0.001398 loss: 0.1787 (0.1872) loss_rec_all: 0.2047 (0.2131) loss_rec_sfr: 0.2570 (0.2730) loss_cl: -0.2785 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [06:23:50.380616] Epoch: [379] [2760/2904] eta: 0:01:48 lr: 0.001398 loss: 0.1825 (0.1872) loss_rec_all: 0.2086 (0.2132) loss_rec_sfr: 0.2579 (0.2732) loss_cl: -0.2797 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [06:24:05.291639] Epoch: [379] [2780/2904] eta: 0:01:33 lr: 0.001398 loss: 0.1793 (0.1873) loss_rec_all: 0.2053 (0.2133) loss_rec_sfr: 0.2624 (0.2734) loss_cl: -0.2796 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [06:24:20.207063] Epoch: [379] [2800/2904] eta: 0:01:18 lr: 0.001398 loss: 0.1756 (0.1874) loss_rec_all: 0.2022 (0.2134) loss_rec_sfr: 0.2596 (0.2736) loss_cl: -0.2787 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [06:24:35.121580] Epoch: [379] [2820/2904] eta: 0:01:03 lr: 0.001398 loss: 0.1774 (0.1874) loss_rec_all: 0.2033 (0.2133) loss_rec_sfr: 0.2515 (0.2736) loss_cl: -0.2779 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [06:24:50.065796] Epoch: [379] [2840/2904] eta: 0:00:48 lr: 0.001398 loss: 0.1784 (0.1874) loss_rec_all: 0.2044 (0.2134) loss_rec_sfr: 0.2572 (0.2736) loss_cl: -0.2789 (-0.2789) time: 0.7472 data: 0.0023 max mem: 29860 [06:25:04.963126] Epoch: [379] [2860/2904] eta: 0:00:33 lr: 0.001398 loss: 0.1745 (0.1873) loss_rec_all: 0.2008 (0.2133) loss_rec_sfr: 0.2500 (0.2735) loss_cl: -0.2793 (-0.2789) time: 0.7448 data: 0.0001 max mem: 29860 [06:25:19.860197] Epoch: [379] [2880/2904] eta: 0:00:18 lr: 0.001398 loss: 0.1764 (0.1873) loss_rec_all: 0.2023 (0.2133) loss_rec_sfr: 0.2467 (0.2733) loss_cl: -0.2794 (-0.2789) time: 0.7448 data: 0.0001 max mem: 29860 [06:25:34.752361] Epoch: [379] [2900/2904] eta: 0:00:03 lr: 0.001398 loss: 0.1796 (0.1873) loss_rec_all: 0.2056 (0.2133) loss_rec_sfr: 0.2483 (0.2733) loss_cl: -0.2785 (-0.2789) time: 0.7446 data: 0.0001 max mem: 29860 [06:25:36.992441] Epoch: [379] [2903/2904] eta: 0:00:00 lr: 0.001398 loss: 0.1796 (0.1873) loss_rec_all: 0.2056 (0.2133) loss_rec_sfr: 0.2483 (0.2733) loss_cl: -0.2788 (-0.2789) time: 0.7445 data: 0.0001 max mem: 29860 [06:25:39.090600] Epoch: [379] Total time: 0:36:25 (0.7525 s / it) [06:25:39.098381] Averaged stats: lr: 0.001398 loss: 0.1796 (0.1897) loss_rec_all: 0.2056 (0.2134) loss_rec_sfr: 0.2483 (0.2731) loss_cl: -0.2788 (-0.2557) [06:25:39.103088] log_dir: ./checkpoint/VF2_ViT-B [06:25:55.604458] Epoch: [380] [ 0/2904] eta: 13:18:36 lr: 0.001398 loss: 0.1835 (0.1835) loss_rec_all: 0.2100 (0.2100) loss_rec_sfr: 0.1963 (0.1963) loss_cl: -0.2791 (-0.2791) time: 16.5001 data: 13.7603 max mem: 29860 [06:26:10.892537] Epoch: [380] [ 20/2904] eta: 1:12:45 lr: 0.001397 loss: 0.1795 (0.1891) loss_rec_all: 0.2055 (0.2150) loss_rec_sfr: 0.2500 (0.2752) loss_cl: -0.2784 (-0.2784) time: 0.7644 data: 0.0205 max mem: 29860 [06:26:25.772776] Epoch: [380] [ 40/2904] eta: 0:54:19 lr: 0.001397 loss: 0.1797 (0.1902) loss_rec_all: 0.2056 (0.2160) loss_rec_sfr: 0.2639 (0.2856) loss_cl: -0.2784 (-0.2784) time: 0.7440 data: 0.0002 max mem: 29860 [06:26:40.659673] Epoch: [380] [ 60/2904] eta: 0:47:49 lr: 0.001397 loss: 0.1760 (0.1887) loss_rec_all: 0.2027 (0.2146) loss_rec_sfr: 0.2506 (0.2782) loss_cl: -0.2786 (-0.2784) time: 0.7443 data: 0.0002 max mem: 29860 [06:26:55.549965] Epoch: [380] [ 80/2904] eta: 0:44:25 lr: 0.001397 loss: 0.1734 (0.1876) loss_rec_all: 0.1997 (0.2135) loss_rec_sfr: 0.2224 (0.2743) loss_cl: -0.2788 (-0.2785) time: 0.7445 data: 0.0002 max mem: 29860 [06:27:10.459328] Epoch: [380] [ 100/2904] eta: 0:42:16 lr: 0.001397 loss: 0.1810 (0.1895) loss_rec_all: 0.2071 (0.2154) loss_rec_sfr: 0.2627 (0.2816) loss_cl: -0.2782 (-0.2784) time: 0.7454 data: 0.0002 max mem: 29860 [06:27:25.390129] Epoch: [380] [ 120/2904] eta: 0:40:45 lr: 0.001397 loss: 0.1775 (0.1893) loss_rec_all: 0.2040 (0.2152) loss_rec_sfr: 0.2511 (0.2786) loss_cl: -0.2798 (-0.2786) time: 0.7465 data: 0.0002 max mem: 29860 [06:27:40.309720] Epoch: [380] [ 140/2904] eta: 0:39:35 lr: 0.001397 loss: 0.1786 (0.1894) loss_rec_all: 0.2047 (0.2153) loss_rec_sfr: 0.2527 (0.2791) loss_cl: -0.2794 (-0.2787) time: 0.7459 data: 0.0002 max mem: 29860 [06:27:55.224273] Epoch: [380] [ 160/2904] eta: 0:38:39 lr: 0.001397 loss: 0.1748 (0.1888) loss_rec_all: 0.2012 (0.2147) loss_rec_sfr: 0.2525 (0.2774) loss_cl: -0.2781 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [06:28:10.149365] Epoch: [380] [ 180/2904] eta: 0:37:53 lr: 0.001397 loss: 0.1764 (0.1879) loss_rec_all: 0.2023 (0.2139) loss_rec_sfr: 0.2538 (0.2752) loss_cl: -0.2788 (-0.2787) time: 0.7462 data: 0.0002 max mem: 29860 [06:28:25.092490] Epoch: [380] [ 200/2904] eta: 0:37:12 lr: 0.001397 loss: 0.1776 (0.1873) loss_rec_all: 0.2038 (0.2133) loss_rec_sfr: 0.2589 (0.2735) loss_cl: -0.2792 (-0.2787) time: 0.7471 data: 0.0002 max mem: 29860 [06:28:40.015322] Epoch: [380] [ 220/2904] eta: 0:36:37 lr: 0.001397 loss: 0.1781 (0.1876) loss_rec_all: 0.2044 (0.2136) loss_rec_sfr: 0.2562 (0.2741) loss_cl: -0.2786 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [06:28:54.938050] Epoch: [380] [ 240/2904] eta: 0:36:04 lr: 0.001397 loss: 0.1756 (0.1878) loss_rec_all: 0.2021 (0.2137) loss_rec_sfr: 0.2436 (0.2744) loss_cl: -0.2792 (-0.2787) time: 0.7461 data: 0.0002 max mem: 29860 [06:29:09.873043] Epoch: [380] [ 260/2904] eta: 0:35:35 lr: 0.001397 loss: 0.1776 (0.1876) loss_rec_all: 0.2038 (0.2136) loss_rec_sfr: 0.2546 (0.2737) loss_cl: -0.2792 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [06:29:24.794224] Epoch: [380] [ 280/2904] eta: 0:35:07 lr: 0.001397 loss: 0.1769 (0.1876) loss_rec_all: 0.2032 (0.2136) loss_rec_sfr: 0.2488 (0.2737) loss_cl: -0.2792 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [06:29:39.865475] Epoch: [380] [ 300/2904] eta: 0:34:42 lr: 0.001397 loss: 0.1770 (0.1877) loss_rec_all: 0.2029 (0.2137) loss_rec_sfr: 0.2621 (0.2742) loss_cl: -0.2785 (-0.2788) time: 0.7535 data: 0.0002 max mem: 29860 [06:29:54.789746] Epoch: [380] [ 320/2904] eta: 0:34:18 lr: 0.001397 loss: 0.1748 (0.1878) loss_rec_all: 0.2009 (0.2137) loss_rec_sfr: 0.2576 (0.2748) loss_cl: -0.2786 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [06:30:09.700432] Epoch: [380] [ 340/2904] eta: 0:33:54 lr: 0.001397 loss: 0.1756 (0.1874) loss_rec_all: 0.2021 (0.2133) loss_rec_sfr: 0.2523 (0.2741) loss_cl: -0.2790 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [06:30:24.612361] Epoch: [380] [ 360/2904] eta: 0:33:31 lr: 0.001397 loss: 0.1793 (0.1878) loss_rec_all: 0.2054 (0.2138) loss_rec_sfr: 0.2621 (0.2761) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [06:30:39.521143] Epoch: [380] [ 380/2904] eta: 0:33:10 lr: 0.001397 loss: 0.1786 (0.1882) loss_rec_all: 0.2049 (0.2142) loss_rec_sfr: 0.2461 (0.2768) loss_cl: -0.2794 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [06:30:54.429009] Epoch: [380] [ 400/2904] eta: 0:32:48 lr: 0.001397 loss: 0.1800 (0.1886) loss_rec_all: 0.2064 (0.2145) loss_rec_sfr: 0.2609 (0.2776) loss_cl: -0.2795 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [06:31:09.337513] Epoch: [380] [ 420/2904] eta: 0:32:28 lr: 0.001397 loss: 0.1772 (0.1882) loss_rec_all: 0.2029 (0.2142) loss_rec_sfr: 0.2574 (0.2767) loss_cl: -0.2792 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [06:31:24.250918] Epoch: [380] [ 440/2904] eta: 0:32:08 lr: 0.001397 loss: 0.1777 (0.1882) loss_rec_all: 0.2040 (0.2142) loss_rec_sfr: 0.2556 (0.2770) loss_cl: -0.2789 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [06:31:39.166074] Epoch: [380] [ 460/2904] eta: 0:31:48 lr: 0.001397 loss: 0.1762 (0.1881) loss_rec_all: 0.2026 (0.2140) loss_rec_sfr: 0.2564 (0.2763) loss_cl: -0.2784 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [06:31:54.081674] Epoch: [380] [ 480/2904] eta: 0:31:29 lr: 0.001397 loss: 0.1753 (0.1878) loss_rec_all: 0.2016 (0.2138) loss_rec_sfr: 0.2471 (0.2753) loss_cl: -0.2794 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [06:32:09.003149] Epoch: [380] [ 500/2904] eta: 0:31:10 lr: 0.001397 loss: 0.1801 (0.1878) loss_rec_all: 0.2064 (0.2138) loss_rec_sfr: 0.2581 (0.2751) loss_cl: -0.2792 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [06:32:23.918336] Epoch: [380] [ 520/2904] eta: 0:30:52 lr: 0.001397 loss: 0.1764 (0.1875) loss_rec_all: 0.2025 (0.2134) loss_rec_sfr: 0.2500 (0.2740) loss_cl: -0.2790 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [06:32:38.834080] Epoch: [380] [ 540/2904] eta: 0:30:33 lr: 0.001397 loss: 0.1804 (0.1877) loss_rec_all: 0.2065 (0.2137) loss_rec_sfr: 0.2587 (0.2748) loss_cl: -0.2781 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [06:32:53.750505] Epoch: [380] [ 560/2904] eta: 0:30:15 lr: 0.001397 loss: 0.1771 (0.1878) loss_rec_all: 0.2035 (0.2138) loss_rec_sfr: 0.2580 (0.2751) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [06:33:08.667638] Epoch: [380] [ 580/2904] eta: 0:29:58 lr: 0.001397 loss: 0.1752 (0.1874) loss_rec_all: 0.2014 (0.2134) loss_rec_sfr: 0.2130 (0.2733) loss_cl: -0.2796 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [06:33:23.584512] Epoch: [380] [ 600/2904] eta: 0:29:40 lr: 0.001397 loss: 0.1807 (0.1875) loss_rec_all: 0.2068 (0.2134) loss_rec_sfr: 0.2577 (0.2736) loss_cl: -0.2790 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [06:33:38.506154] Epoch: [380] [ 620/2904] eta: 0:29:23 lr: 0.001396 loss: 0.1775 (0.1872) loss_rec_all: 0.2035 (0.2132) loss_rec_sfr: 0.2519 (0.2726) loss_cl: -0.2786 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [06:33:53.420489] Epoch: [380] [ 640/2904] eta: 0:29:05 lr: 0.001396 loss: 0.1736 (0.1869) loss_rec_all: 0.1997 (0.2129) loss_rec_sfr: 0.2456 (0.2716) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [06:34:08.336891] Epoch: [380] [ 660/2904] eta: 0:28:48 lr: 0.001396 loss: 0.1746 (0.1866) loss_rec_all: 0.2011 (0.2126) loss_rec_sfr: 0.2523 (0.2711) loss_cl: -0.2783 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [06:34:23.254389] Epoch: [380] [ 680/2904] eta: 0:28:31 lr: 0.001396 loss: 0.1772 (0.1865) loss_rec_all: 0.2031 (0.2125) loss_rec_sfr: 0.2462 (0.2706) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [06:34:38.171204] Epoch: [380] [ 700/2904] eta: 0:28:14 lr: 0.001396 loss: 0.1788 (0.1865) loss_rec_all: 0.2050 (0.2125) loss_rec_sfr: 0.2499 (0.2707) loss_cl: -0.2797 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [06:34:53.082605] Epoch: [380] [ 720/2904] eta: 0:27:57 lr: 0.001396 loss: 0.1774 (0.1865) loss_rec_all: 0.2033 (0.2125) loss_rec_sfr: 0.2551 (0.2705) loss_cl: -0.2799 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [06:35:08.002249] Epoch: [380] [ 740/2904] eta: 0:27:41 lr: 0.001396 loss: 0.1780 (0.1863) loss_rec_all: 0.2042 (0.2123) loss_rec_sfr: 0.2561 (0.2700) loss_cl: -0.2792 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [06:35:22.912024] Epoch: [380] [ 760/2904] eta: 0:27:24 lr: 0.001396 loss: 0.1797 (0.1862) loss_rec_all: 0.2060 (0.2122) loss_rec_sfr: 0.2494 (0.2694) loss_cl: -0.2786 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [06:35:37.826819] Epoch: [380] [ 780/2904] eta: 0:27:08 lr: 0.001396 loss: 0.1781 (0.1863) loss_rec_all: 0.2041 (0.2123) loss_rec_sfr: 0.2596 (0.2698) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [06:35:52.741418] Epoch: [380] [ 800/2904] eta: 0:26:51 lr: 0.001396 loss: 0.1766 (0.1861) loss_rec_all: 0.2030 (0.2121) loss_rec_sfr: 0.2561 (0.2693) loss_cl: -0.2802 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [06:36:07.650824] Epoch: [380] [ 820/2904] eta: 0:26:35 lr: 0.001396 loss: 0.1776 (0.1861) loss_rec_all: 0.2037 (0.2121) loss_rec_sfr: 0.2539 (0.2694) loss_cl: -0.2790 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [06:36:22.564245] Epoch: [380] [ 840/2904] eta: 0:26:19 lr: 0.001396 loss: 0.1732 (0.1860) loss_rec_all: 0.1999 (0.2121) loss_rec_sfr: 0.2286 (0.2691) loss_cl: -0.2795 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [06:36:37.490882] Epoch: [380] [ 860/2904] eta: 0:26:02 lr: 0.001396 loss: 0.1759 (0.1861) loss_rec_all: 0.2020 (0.2121) loss_rec_sfr: 0.2616 (0.2692) loss_cl: -0.2798 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [06:36:52.413867] Epoch: [380] [ 880/2904] eta: 0:25:46 lr: 0.001396 loss: 0.1779 (0.1862) loss_rec_all: 0.2039 (0.2122) loss_rec_sfr: 0.2692 (0.2700) loss_cl: -0.2790 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [06:37:07.335152] Epoch: [380] [ 900/2904] eta: 0:25:30 lr: 0.001396 loss: 0.1801 (0.1863) loss_rec_all: 0.2061 (0.2123) loss_rec_sfr: 0.2600 (0.2702) loss_cl: -0.2791 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [06:37:22.247325] Epoch: [380] [ 920/2904] eta: 0:25:14 lr: 0.001396 loss: 0.1813 (0.1862) loss_rec_all: 0.2074 (0.2122) loss_rec_sfr: 0.2535 (0.2700) loss_cl: -0.2791 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [06:37:37.165766] Epoch: [380] [ 940/2904] eta: 0:24:58 lr: 0.001396 loss: 0.1798 (0.1864) loss_rec_all: 0.2061 (0.2124) loss_rec_sfr: 0.2562 (0.2705) loss_cl: -0.2790 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [06:37:52.083950] Epoch: [380] [ 960/2904] eta: 0:24:42 lr: 0.001396 loss: 0.1778 (0.1865) loss_rec_all: 0.2041 (0.2125) loss_rec_sfr: 0.2609 (0.2710) loss_cl: -0.2792 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [06:38:07.003461] Epoch: [380] [ 980/2904] eta: 0:24:26 lr: 0.001396 loss: 0.1754 (0.1865) loss_rec_all: 0.2013 (0.2125) loss_rec_sfr: 0.2497 (0.2708) loss_cl: -0.2792 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [06:38:21.923972] Epoch: [380] [1000/2904] eta: 0:24:10 lr: 0.001396 loss: 0.1794 (0.1865) loss_rec_all: 0.2056 (0.2125) loss_rec_sfr: 0.2637 (0.2709) loss_cl: -0.2797 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [06:38:36.842930] Epoch: [380] [1020/2904] eta: 0:23:55 lr: 0.001396 loss: 0.1759 (0.1864) loss_rec_all: 0.2020 (0.2124) loss_rec_sfr: 0.2447 (0.2708) loss_cl: -0.2794 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [06:38:51.761391] Epoch: [380] [1040/2904] eta: 0:23:39 lr: 0.001396 loss: 0.1786 (0.1864) loss_rec_all: 0.2046 (0.2124) loss_rec_sfr: 0.2549 (0.2705) loss_cl: -0.2787 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [06:39:06.675392] Epoch: [380] [1060/2904] eta: 0:23:23 lr: 0.001396 loss: 0.1803 (0.1866) loss_rec_all: 0.2065 (0.2126) loss_rec_sfr: 0.2523 (0.2710) loss_cl: -0.2787 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [06:39:21.594620] Epoch: [380] [1080/2904] eta: 0:23:07 lr: 0.001396 loss: 0.1792 (0.1868) loss_rec_all: 0.2056 (0.2127) loss_rec_sfr: 0.2580 (0.2717) loss_cl: -0.2789 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [06:39:36.511855] Epoch: [380] [1100/2904] eta: 0:22:52 lr: 0.001396 loss: 0.1765 (0.1867) loss_rec_all: 0.2031 (0.2126) loss_rec_sfr: 0.2616 (0.2713) loss_cl: -0.2791 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [06:39:51.424678] Epoch: [380] [1120/2904] eta: 0:22:36 lr: 0.001396 loss: 0.1800 (0.1868) loss_rec_all: 0.2065 (0.2128) loss_rec_sfr: 0.2473 (0.2717) loss_cl: -0.2789 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [06:40:06.341905] Epoch: [380] [1140/2904] eta: 0:22:20 lr: 0.001396 loss: 0.1776 (0.1867) loss_rec_all: 0.2037 (0.2127) loss_rec_sfr: 0.2593 (0.2717) loss_cl: -0.2787 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [06:40:21.257222] Epoch: [380] [1160/2904] eta: 0:22:05 lr: 0.001396 loss: 0.1845 (0.1868) loss_rec_all: 0.2107 (0.2128) loss_rec_sfr: 0.2592 (0.2719) loss_cl: -0.2780 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [06:40:36.172859] Epoch: [380] [1180/2904] eta: 0:21:49 lr: 0.001396 loss: 0.1794 (0.1868) loss_rec_all: 0.2056 (0.2127) loss_rec_sfr: 0.2579 (0.2718) loss_cl: -0.2784 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [06:40:51.092554] Epoch: [380] [1200/2904] eta: 0:21:33 lr: 0.001395 loss: 0.1784 (0.1867) loss_rec_all: 0.2042 (0.2127) loss_rec_sfr: 0.2564 (0.2715) loss_cl: -0.2783 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [06:41:06.006424] Epoch: [380] [1220/2904] eta: 0:21:18 lr: 0.001395 loss: 0.1756 (0.1866) loss_rec_all: 0.2020 (0.2126) loss_rec_sfr: 0.2174 (0.2711) loss_cl: -0.2789 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [06:41:20.917865] Epoch: [380] [1240/2904] eta: 0:21:02 lr: 0.001395 loss: 0.1763 (0.1866) loss_rec_all: 0.2027 (0.2126) loss_rec_sfr: 0.2489 (0.2708) loss_cl: -0.2795 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [06:41:35.832728] Epoch: [380] [1260/2904] eta: 0:20:47 lr: 0.001395 loss: 0.1767 (0.1866) loss_rec_all: 0.2032 (0.2126) loss_rec_sfr: 0.2559 (0.2709) loss_cl: -0.2790 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [06:41:50.748681] Epoch: [380] [1280/2904] eta: 0:20:31 lr: 0.001395 loss: 0.1760 (0.1867) loss_rec_all: 0.2023 (0.2126) loss_rec_sfr: 0.2581 (0.2710) loss_cl: -0.2783 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [06:42:05.667823] Epoch: [380] [1300/2904] eta: 0:20:16 lr: 0.001395 loss: 0.1773 (0.1867) loss_rec_all: 0.2034 (0.2127) loss_rec_sfr: 0.2605 (0.2712) loss_cl: -0.2790 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [06:42:20.585157] Epoch: [380] [1320/2904] eta: 0:20:00 lr: 0.001395 loss: 0.1757 (0.1866) loss_rec_all: 0.2019 (0.2126) loss_rec_sfr: 0.2523 (0.2710) loss_cl: -0.2794 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [06:42:35.499555] Epoch: [380] [1340/2904] eta: 0:19:45 lr: 0.001395 loss: 0.1816 (0.1867) loss_rec_all: 0.2081 (0.2127) loss_rec_sfr: 0.2645 (0.2715) loss_cl: -0.2794 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [06:42:50.416261] Epoch: [380] [1360/2904] eta: 0:19:29 lr: 0.001395 loss: 0.1752 (0.1866) loss_rec_all: 0.2012 (0.2126) loss_rec_sfr: 0.2450 (0.2709) loss_cl: -0.2788 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [06:43:05.350960] Epoch: [380] [1380/2904] eta: 0:19:14 lr: 0.001395 loss: 0.1774 (0.1866) loss_rec_all: 0.2036 (0.2126) loss_rec_sfr: 0.2528 (0.2709) loss_cl: -0.2790 (-0.2789) time: 0.7467 data: 0.0002 max mem: 29860 [06:43:20.269907] Epoch: [380] [1400/2904] eta: 0:18:59 lr: 0.001395 loss: 0.1756 (0.1866) loss_rec_all: 0.2016 (0.2126) loss_rec_sfr: 0.2585 (0.2710) loss_cl: -0.2792 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [06:43:35.191300] Epoch: [380] [1420/2904] eta: 0:18:43 lr: 0.001395 loss: 0.1759 (0.1866) loss_rec_all: 0.2021 (0.2126) loss_rec_sfr: 0.2542 (0.2713) loss_cl: -0.2784 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [06:43:50.110397] Epoch: [380] [1440/2904] eta: 0:18:28 lr: 0.001395 loss: 0.1782 (0.1867) loss_rec_all: 0.2045 (0.2127) loss_rec_sfr: 0.2573 (0.2715) loss_cl: -0.2796 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [06:44:05.030181] Epoch: [380] [1460/2904] eta: 0:18:12 lr: 0.001395 loss: 0.1736 (0.1867) loss_rec_all: 0.1997 (0.2126) loss_rec_sfr: 0.2525 (0.2714) loss_cl: -0.2790 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [06:44:19.958336] Epoch: [380] [1480/2904] eta: 0:17:57 lr: 0.001395 loss: 0.1779 (0.1866) loss_rec_all: 0.2038 (0.2126) loss_rec_sfr: 0.2434 (0.2712) loss_cl: -0.2789 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [06:44:34.876597] Epoch: [380] [1500/2904] eta: 0:17:42 lr: 0.001395 loss: 0.1750 (0.1866) loss_rec_all: 0.2011 (0.2126) loss_rec_sfr: 0.2576 (0.2712) loss_cl: -0.2791 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [06:44:49.789140] Epoch: [380] [1520/2904] eta: 0:17:26 lr: 0.001395 loss: 0.1783 (0.1865) loss_rec_all: 0.2044 (0.2125) loss_rec_sfr: 0.2405 (0.2709) loss_cl: -0.2787 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [06:45:04.703704] Epoch: [380] [1540/2904] eta: 0:17:11 lr: 0.001395 loss: 0.1779 (0.1867) loss_rec_all: 0.2041 (0.2126) loss_rec_sfr: 0.2600 (0.2713) loss_cl: -0.2795 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [06:45:19.616493] Epoch: [380] [1560/2904] eta: 0:16:56 lr: 0.001395 loss: 0.1765 (0.1867) loss_rec_all: 0.2030 (0.2127) loss_rec_sfr: 0.2530 (0.2714) loss_cl: -0.2787 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [06:45:34.534357] Epoch: [380] [1580/2904] eta: 0:16:41 lr: 0.001395 loss: 0.1784 (0.1868) loss_rec_all: 0.2045 (0.2127) loss_rec_sfr: 0.2639 (0.2716) loss_cl: -0.2783 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [06:45:49.453308] Epoch: [380] [1600/2904] eta: 0:16:25 lr: 0.001395 loss: 0.1841 (0.1868) loss_rec_all: 0.2101 (0.2128) loss_rec_sfr: 0.2553 (0.2717) loss_cl: -0.2786 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [06:46:04.368660] Epoch: [380] [1620/2904] eta: 0:16:10 lr: 0.001395 loss: 0.1796 (0.1868) loss_rec_all: 0.2057 (0.2128) loss_rec_sfr: 0.2588 (0.2717) loss_cl: -0.2795 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [06:46:19.278090] Epoch: [380] [1640/2904] eta: 0:15:55 lr: 0.001395 loss: 0.1753 (0.1867) loss_rec_all: 0.2015 (0.2127) loss_rec_sfr: 0.2339 (0.2712) loss_cl: -0.2795 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [06:46:34.191832] Epoch: [380] [1660/2904] eta: 0:15:39 lr: 0.001395 loss: 0.1798 (0.1868) loss_rec_all: 0.2064 (0.2128) loss_rec_sfr: 0.2636 (0.2717) loss_cl: -0.2789 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [06:46:49.102162] Epoch: [380] [1680/2904] eta: 0:15:24 lr: 0.001395 loss: 0.1790 (0.1870) loss_rec_all: 0.2051 (0.2129) loss_rec_sfr: 0.2608 (0.2722) loss_cl: -0.2784 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [06:47:04.016937] Epoch: [380] [1700/2904] eta: 0:15:09 lr: 0.001395 loss: 0.1758 (0.1870) loss_rec_all: 0.2021 (0.2129) loss_rec_sfr: 0.2197 (0.2722) loss_cl: -0.2794 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [06:47:18.931349] Epoch: [380] [1720/2904] eta: 0:14:54 lr: 0.001395 loss: 0.1767 (0.1870) loss_rec_all: 0.2032 (0.2129) loss_rec_sfr: 0.2170 (0.2721) loss_cl: -0.2788 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [06:47:33.844938] Epoch: [380] [1740/2904] eta: 0:14:38 lr: 0.001395 loss: 0.1804 (0.1870) loss_rec_all: 0.2066 (0.2130) loss_rec_sfr: 0.2581 (0.2724) loss_cl: -0.2784 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [06:47:48.760756] Epoch: [380] [1760/2904] eta: 0:14:23 lr: 0.001395 loss: 0.1827 (0.1871) loss_rec_all: 0.2089 (0.2131) loss_rec_sfr: 0.2569 (0.2725) loss_cl: -0.2786 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [06:48:03.672747] Epoch: [380] [1780/2904] eta: 0:14:08 lr: 0.001395 loss: 0.1778 (0.1873) loss_rec_all: 0.2041 (0.2132) loss_rec_sfr: 0.2614 (0.2732) loss_cl: -0.2787 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [06:48:18.585705] Epoch: [380] [1800/2904] eta: 0:13:53 lr: 0.001394 loss: 0.1740 (0.1873) loss_rec_all: 0.2003 (0.2132) loss_rec_sfr: 0.2474 (0.2732) loss_cl: -0.2793 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [06:48:33.499758] Epoch: [380] [1820/2904] eta: 0:13:38 lr: 0.001394 loss: 0.1759 (0.1873) loss_rec_all: 0.2026 (0.2133) loss_rec_sfr: 0.2452 (0.2733) loss_cl: -0.2787 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [06:48:48.411793] Epoch: [380] [1840/2904] eta: 0:13:22 lr: 0.001394 loss: 0.1798 (0.1874) loss_rec_all: 0.2058 (0.2133) loss_rec_sfr: 0.2556 (0.2736) loss_cl: -0.2786 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [06:49:03.326463] Epoch: [380] [1860/2904] eta: 0:13:07 lr: 0.001394 loss: 0.1770 (0.1873) loss_rec_all: 0.2029 (0.2133) loss_rec_sfr: 0.2556 (0.2735) loss_cl: -0.2785 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [06:49:18.235418] Epoch: [380] [1880/2904] eta: 0:12:52 lr: 0.001394 loss: 0.1793 (0.1873) loss_rec_all: 0.2053 (0.2132) loss_rec_sfr: 0.2567 (0.2734) loss_cl: -0.2796 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [06:49:33.150914] Epoch: [380] [1900/2904] eta: 0:12:37 lr: 0.001394 loss: 0.1757 (0.1872) loss_rec_all: 0.2018 (0.2131) loss_rec_sfr: 0.2496 (0.2729) loss_cl: -0.2799 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [06:49:48.086389] Epoch: [380] [1920/2904] eta: 0:12:22 lr: 0.001394 loss: 0.1754 (0.1871) loss_rec_all: 0.2018 (0.2131) loss_rec_sfr: 0.2221 (0.2727) loss_cl: -0.2792 (-0.2789) time: 0.7467 data: 0.0002 max mem: 29860 [06:50:03.028321] Epoch: [380] [1940/2904] eta: 0:12:07 lr: 0.001394 loss: 0.1788 (0.1871) loss_rec_all: 0.2048 (0.2131) loss_rec_sfr: 0.2574 (0.2726) loss_cl: -0.2790 (-0.2789) time: 0.7471 data: 0.0002 max mem: 29860 [06:50:17.956917] Epoch: [380] [1960/2904] eta: 0:11:51 lr: 0.001394 loss: 0.1777 (0.1871) loss_rec_all: 0.2039 (0.2131) loss_rec_sfr: 0.2550 (0.2726) loss_cl: -0.2782 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [06:50:32.880771] Epoch: [380] [1980/2904] eta: 0:11:36 lr: 0.001394 loss: 0.1770 (0.1870) loss_rec_all: 0.2034 (0.2130) loss_rec_sfr: 0.2421 (0.2722) loss_cl: -0.2787 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [06:50:47.797818] Epoch: [380] [2000/2904] eta: 0:11:21 lr: 0.001394 loss: 0.1770 (0.1870) loss_rec_all: 0.2033 (0.2130) loss_rec_sfr: 0.2536 (0.2720) loss_cl: -0.2792 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [06:51:02.713625] Epoch: [380] [2020/2904] eta: 0:11:06 lr: 0.001394 loss: 0.1734 (0.1869) loss_rec_all: 0.1995 (0.2129) loss_rec_sfr: 0.2253 (0.2717) loss_cl: -0.2797 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [06:51:17.628080] Epoch: [380] [2040/2904] eta: 0:10:51 lr: 0.001394 loss: 0.1719 (0.1868) loss_rec_all: 0.1981 (0.2128) loss_rec_sfr: 0.2121 (0.2714) loss_cl: -0.2799 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [06:51:32.552127] Epoch: [380] [2060/2904] eta: 0:10:36 lr: 0.001394 loss: 0.1775 (0.1868) loss_rec_all: 0.2037 (0.2128) loss_rec_sfr: 0.2461 (0.2712) loss_cl: -0.2793 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [06:51:47.474561] Epoch: [380] [2080/2904] eta: 0:10:20 lr: 0.001394 loss: 0.1759 (0.1867) loss_rec_all: 0.2021 (0.2127) loss_rec_sfr: 0.2558 (0.2712) loss_cl: -0.2791 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [06:52:02.404142] Epoch: [380] [2100/2904] eta: 0:10:05 lr: 0.001394 loss: 0.1765 (0.1868) loss_rec_all: 0.2032 (0.2128) loss_rec_sfr: 0.2503 (0.2712) loss_cl: -0.2792 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [06:52:17.335920] Epoch: [380] [2120/2904] eta: 0:09:50 lr: 0.001394 loss: 0.1791 (0.1869) loss_rec_all: 0.2052 (0.2129) loss_rec_sfr: 0.2601 (0.2715) loss_cl: -0.2785 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [06:52:32.256079] Epoch: [380] [2140/2904] eta: 0:09:35 lr: 0.001394 loss: 0.1742 (0.1869) loss_rec_all: 0.2004 (0.2129) loss_rec_sfr: 0.2250 (0.2714) loss_cl: -0.2789 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [06:52:47.165115] Epoch: [380] [2160/2904] eta: 0:09:20 lr: 0.001394 loss: 0.1827 (0.1870) loss_rec_all: 0.2088 (0.2129) loss_rec_sfr: 0.2585 (0.2718) loss_cl: -0.2802 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [06:53:02.082229] Epoch: [380] [2180/2904] eta: 0:09:05 lr: 0.001394 loss: 0.1750 (0.1870) loss_rec_all: 0.2016 (0.2129) loss_rec_sfr: 0.2544 (0.2718) loss_cl: -0.2794 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [06:53:16.998512] Epoch: [380] [2200/2904] eta: 0:08:50 lr: 0.001394 loss: 0.1830 (0.1870) loss_rec_all: 0.2090 (0.2130) loss_rec_sfr: 0.2575 (0.2720) loss_cl: -0.2785 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [06:53:31.915189] Epoch: [380] [2220/2904] eta: 0:08:35 lr: 0.001394 loss: 0.1784 (0.1869) loss_rec_all: 0.2046 (0.2129) loss_rec_sfr: 0.2240 (0.2717) loss_cl: -0.2787 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [06:53:46.830452] Epoch: [380] [2240/2904] eta: 0:08:20 lr: 0.001394 loss: 0.1765 (0.1870) loss_rec_all: 0.2026 (0.2130) loss_rec_sfr: 0.2575 (0.2719) loss_cl: -0.2785 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [06:54:01.751358] Epoch: [380] [2260/2904] eta: 0:08:04 lr: 0.001394 loss: 0.1833 (0.1871) loss_rec_all: 0.2095 (0.2130) loss_rec_sfr: 0.2650 (0.2722) loss_cl: -0.2787 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [06:54:16.666755] Epoch: [380] [2280/2904] eta: 0:07:49 lr: 0.001394 loss: 0.1799 (0.1870) loss_rec_all: 0.2059 (0.2130) loss_rec_sfr: 0.2568 (0.2721) loss_cl: -0.2793 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [06:54:31.584369] Epoch: [380] [2300/2904] eta: 0:07:34 lr: 0.001394 loss: 0.1765 (0.1870) loss_rec_all: 0.2031 (0.2130) loss_rec_sfr: 0.2183 (0.2720) loss_cl: -0.2796 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [06:54:46.495192] Epoch: [380] [2320/2904] eta: 0:07:19 lr: 0.001394 loss: 0.1764 (0.1870) loss_rec_all: 0.2022 (0.2130) loss_rec_sfr: 0.2569 (0.2721) loss_cl: -0.2791 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [06:55:01.410330] Epoch: [380] [2340/2904] eta: 0:07:04 lr: 0.001394 loss: 0.1825 (0.1871) loss_rec_all: 0.2091 (0.2131) loss_rec_sfr: 0.2561 (0.2724) loss_cl: -0.2788 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [06:55:16.327922] Epoch: [380] [2360/2904] eta: 0:06:49 lr: 0.001394 loss: 0.1733 (0.1871) loss_rec_all: 0.1996 (0.2131) loss_rec_sfr: 0.2478 (0.2723) loss_cl: -0.2787 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [06:55:31.239319] Epoch: [380] [2380/2904] eta: 0:06:34 lr: 0.001394 loss: 0.1799 (0.1872) loss_rec_all: 0.2059 (0.2132) loss_rec_sfr: 0.2640 (0.2725) loss_cl: -0.2782 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [06:55:46.154899] Epoch: [380] [2400/2904] eta: 0:06:19 lr: 0.001393 loss: 0.1798 (0.1872) loss_rec_all: 0.2058 (0.2132) loss_rec_sfr: 0.2647 (0.2728) loss_cl: -0.2780 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [06:56:01.073937] Epoch: [380] [2420/2904] eta: 0:06:04 lr: 0.001393 loss: 0.1836 (0.1873) loss_rec_all: 0.2096 (0.2132) loss_rec_sfr: 0.2574 (0.2728) loss_cl: -0.2795 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [06:56:15.987754] Epoch: [380] [2440/2904] eta: 0:05:49 lr: 0.001393 loss: 0.1759 (0.1873) loss_rec_all: 0.2024 (0.2133) loss_rec_sfr: 0.2529 (0.2729) loss_cl: -0.2793 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [06:56:30.901354] Epoch: [380] [2460/2904] eta: 0:05:34 lr: 0.001393 loss: 0.1772 (0.1873) loss_rec_all: 0.2032 (0.2133) loss_rec_sfr: 0.2609 (0.2731) loss_cl: -0.2792 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [06:56:45.812441] Epoch: [380] [2480/2904] eta: 0:05:19 lr: 0.001393 loss: 0.1777 (0.1873) loss_rec_all: 0.2038 (0.2132) loss_rec_sfr: 0.2542 (0.2730) loss_cl: -0.2789 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [06:57:00.727089] Epoch: [380] [2500/2904] eta: 0:05:03 lr: 0.001393 loss: 0.1743 (0.1872) loss_rec_all: 0.2007 (0.2132) loss_rec_sfr: 0.2207 (0.2727) loss_cl: -0.2792 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [06:57:15.643054] Epoch: [380] [2520/2904] eta: 0:04:48 lr: 0.001393 loss: 0.1749 (0.1872) loss_rec_all: 0.2009 (0.2131) loss_rec_sfr: 0.2512 (0.2726) loss_cl: -0.2788 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [06:57:30.557179] Epoch: [380] [2540/2904] eta: 0:04:33 lr: 0.001393 loss: 0.1808 (0.1872) loss_rec_all: 0.2072 (0.2132) loss_rec_sfr: 0.2512 (0.2728) loss_cl: -0.2790 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [06:57:45.473260] Epoch: [380] [2560/2904] eta: 0:04:18 lr: 0.001393 loss: 0.1781 (0.1872) loss_rec_all: 0.2046 (0.2132) loss_rec_sfr: 0.2576 (0.2728) loss_cl: -0.2797 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [06:58:00.389585] Epoch: [380] [2580/2904] eta: 0:04:03 lr: 0.001393 loss: 0.1756 (0.1873) loss_rec_all: 0.2020 (0.2132) loss_rec_sfr: 0.2508 (0.2728) loss_cl: -0.2793 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [06:58:15.309328] Epoch: [380] [2600/2904] eta: 0:03:48 lr: 0.001393 loss: 0.1761 (0.1872) loss_rec_all: 0.2020 (0.2132) loss_rec_sfr: 0.2531 (0.2727) loss_cl: -0.2779 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [06:58:30.216196] Epoch: [380] [2620/2904] eta: 0:03:33 lr: 0.001393 loss: 0.1804 (0.1872) loss_rec_all: 0.2064 (0.2132) loss_rec_sfr: 0.2531 (0.2728) loss_cl: -0.2786 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [06:58:45.135941] Epoch: [380] [2640/2904] eta: 0:03:18 lr: 0.001393 loss: 0.1822 (0.1873) loss_rec_all: 0.2082 (0.2132) loss_rec_sfr: 0.2546 (0.2728) loss_cl: -0.2788 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [06:59:00.052105] Epoch: [380] [2660/2904] eta: 0:03:03 lr: 0.001393 loss: 0.1791 (0.1873) loss_rec_all: 0.2056 (0.2133) loss_rec_sfr: 0.2617 (0.2729) loss_cl: -0.2789 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [06:59:14.966414] Epoch: [380] [2680/2904] eta: 0:02:48 lr: 0.001393 loss: 0.1737 (0.1873) loss_rec_all: 0.1999 (0.2132) loss_rec_sfr: 0.2518 (0.2728) loss_cl: -0.2790 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [06:59:29.891779] Epoch: [380] [2700/2904] eta: 0:02:33 lr: 0.001393 loss: 0.1836 (0.1873) loss_rec_all: 0.2096 (0.2133) loss_rec_sfr: 0.2630 (0.2731) loss_cl: -0.2786 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [06:59:44.816914] Epoch: [380] [2720/2904] eta: 0:02:18 lr: 0.001393 loss: 0.1769 (0.1874) loss_rec_all: 0.2033 (0.2133) loss_rec_sfr: 0.2533 (0.2731) loss_cl: -0.2791 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [06:59:59.737060] Epoch: [380] [2740/2904] eta: 0:02:03 lr: 0.001393 loss: 0.1744 (0.1873) loss_rec_all: 0.2011 (0.2133) loss_rec_sfr: 0.2528 (0.2730) loss_cl: -0.2800 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [07:00:14.650748] Epoch: [380] [2760/2904] eta: 0:01:48 lr: 0.001393 loss: 0.1763 (0.1873) loss_rec_all: 0.2024 (0.2133) loss_rec_sfr: 0.2557 (0.2729) loss_cl: -0.2793 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [07:00:29.561355] Epoch: [380] [2780/2904] eta: 0:01:33 lr: 0.001393 loss: 0.1774 (0.1873) loss_rec_all: 0.2040 (0.2133) loss_rec_sfr: 0.2553 (0.2729) loss_cl: -0.2775 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [07:00:44.472062] Epoch: [380] [2800/2904] eta: 0:01:18 lr: 0.001393 loss: 0.1767 (0.1873) loss_rec_all: 0.2027 (0.2133) loss_rec_sfr: 0.2572 (0.2729) loss_cl: -0.2781 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [07:00:59.387616] Epoch: [380] [2820/2904] eta: 0:01:03 lr: 0.001393 loss: 0.1785 (0.1873) loss_rec_all: 0.2046 (0.2133) loss_rec_sfr: 0.2521 (0.2729) loss_cl: -0.2793 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [07:01:14.335720] Epoch: [380] [2840/2904] eta: 0:00:48 lr: 0.001393 loss: 0.1730 (0.1873) loss_rec_all: 0.1995 (0.2132) loss_rec_sfr: 0.2559 (0.2728) loss_cl: -0.2795 (-0.2789) time: 0.7474 data: 0.0023 max mem: 29860 [07:01:29.237467] Epoch: [380] [2860/2904] eta: 0:00:33 lr: 0.001393 loss: 0.1769 (0.1872) loss_rec_all: 0.2031 (0.2132) loss_rec_sfr: 0.2543 (0.2728) loss_cl: -0.2791 (-0.2789) time: 0.7450 data: 0.0001 max mem: 29860 [07:01:44.139960] Epoch: [380] [2880/2904] eta: 0:00:18 lr: 0.001393 loss: 0.1754 (0.1872) loss_rec_all: 0.2017 (0.2132) loss_rec_sfr: 0.2492 (0.2726) loss_cl: -0.2786 (-0.2789) time: 0.7451 data: 0.0001 max mem: 29860 [07:01:59.041183] Epoch: [380] [2900/2904] eta: 0:00:03 lr: 0.001393 loss: 0.1750 (0.1872) loss_rec_all: 0.2010 (0.2131) loss_rec_sfr: 0.2438 (0.2724) loss_cl: -0.2789 (-0.2789) time: 0.7450 data: 0.0001 max mem: 29860 [07:02:01.284267] Epoch: [380] [2903/2904] eta: 0:00:00 lr: 0.001393 loss: 0.1750 (0.1872) loss_rec_all: 0.2010 (0.2132) loss_rec_sfr: 0.2461 (0.2725) loss_cl: -0.2789 (-0.2789) time: 0.7450 data: 0.0001 max mem: 29860 [07:02:03.411934] Epoch: [380] Total time: 0:36:24 (0.7522 s / it) [07:02:03.412909] Averaged stats: lr: 0.001393 loss: 0.1750 (0.1896) loss_rec_all: 0.2010 (0.2133) loss_rec_sfr: 0.2461 (0.2729) loss_cl: -0.2789 (-0.2557) [07:02:03.417694] log_dir: ./checkpoint/VF2_ViT-B [07:02:21.520765] Epoch: [381] [ 0/2904] eta: 14:36:08 lr: 0.001393 loss: 0.1852 (0.1852) loss_rec_all: 0.2111 (0.2111) loss_rec_sfr: 0.2724 (0.2724) loss_cl: -0.2785 (-0.2785) time: 18.1021 data: 13.4718 max mem: 29860 [07:02:36.482826] Epoch: [381] [ 20/2904] eta: 1:15:40 lr: 0.001393 loss: 0.1759 (0.1893) loss_rec_all: 0.2025 (0.2154) loss_rec_sfr: 0.2195 (0.2679) loss_cl: -0.2797 (-0.2793) time: 0.7481 data: 0.0043 max mem: 29860 [07:02:51.365072] Epoch: [381] [ 40/2904] eta: 0:55:49 lr: 0.001393 loss: 0.1737 (0.1891) loss_rec_all: 0.1996 (0.2152) loss_rec_sfr: 0.2530 (0.2702) loss_cl: -0.2793 (-0.2792) time: 0.7441 data: 0.0002 max mem: 29860 [07:03:06.263253] Epoch: [381] [ 60/2904] eta: 0:48:49 lr: 0.001393 loss: 0.1734 (0.1856) loss_rec_all: 0.1994 (0.2117) loss_rec_sfr: 0.2485 (0.2648) loss_cl: -0.2790 (-0.2792) time: 0.7449 data: 0.0002 max mem: 29860 [07:03:21.150102] Epoch: [381] [ 80/2904] eta: 0:45:09 lr: 0.001392 loss: 0.1783 (0.1864) loss_rec_all: 0.2043 (0.2125) loss_rec_sfr: 0.2524 (0.2687) loss_cl: -0.2783 (-0.2789) time: 0.7443 data: 0.0002 max mem: 29860 [07:03:36.052236] Epoch: [381] [ 100/2904] eta: 0:42:51 lr: 0.001392 loss: 0.1784 (0.1858) loss_rec_all: 0.2047 (0.2118) loss_rec_sfr: 0.2534 (0.2662) loss_cl: -0.2784 (-0.2788) time: 0.7451 data: 0.0002 max mem: 29860 [07:03:51.117955] Epoch: [381] [ 120/2904] eta: 0:41:17 lr: 0.001392 loss: 0.1754 (0.1862) loss_rec_all: 0.2017 (0.2122) loss_rec_sfr: 0.2545 (0.2689) loss_cl: -0.2786 (-0.2788) time: 0.7532 data: 0.0002 max mem: 29860 [07:04:06.047647] Epoch: [381] [ 140/2904] eta: 0:40:03 lr: 0.001392 loss: 0.1744 (0.1861) loss_rec_all: 0.2008 (0.2121) loss_rec_sfr: 0.2163 (0.2682) loss_cl: -0.2789 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [07:04:20.967503] Epoch: [381] [ 160/2904] eta: 0:39:04 lr: 0.001392 loss: 0.1754 (0.1864) loss_rec_all: 0.2018 (0.2124) loss_rec_sfr: 0.2493 (0.2692) loss_cl: -0.2784 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [07:04:35.882110] Epoch: [381] [ 180/2904] eta: 0:38:14 lr: 0.001392 loss: 0.1772 (0.1859) loss_rec_all: 0.2037 (0.2119) loss_rec_sfr: 0.2420 (0.2673) loss_cl: -0.2782 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [07:04:50.824249] Epoch: [381] [ 200/2904] eta: 0:37:31 lr: 0.001392 loss: 0.1740 (0.1851) loss_rec_all: 0.2005 (0.2112) loss_rec_sfr: 0.2475 (0.2649) loss_cl: -0.2789 (-0.2787) time: 0.7471 data: 0.0002 max mem: 29860 [07:05:05.745274] Epoch: [381] [ 220/2904] eta: 0:36:54 lr: 0.001392 loss: 0.1751 (0.1849) loss_rec_all: 0.2012 (0.2109) loss_rec_sfr: 0.2499 (0.2635) loss_cl: -0.2795 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [07:05:20.662838] Epoch: [381] [ 240/2904] eta: 0:36:20 lr: 0.001392 loss: 0.1849 (0.1857) loss_rec_all: 0.2110 (0.2118) loss_rec_sfr: 0.2606 (0.2660) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [07:05:35.579508] Epoch: [381] [ 260/2904] eta: 0:35:49 lr: 0.001392 loss: 0.1822 (0.1866) loss_rec_all: 0.2082 (0.2126) loss_rec_sfr: 0.2652 (0.2695) loss_cl: -0.2791 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [07:05:50.510936] Epoch: [381] [ 280/2904] eta: 0:35:20 lr: 0.001392 loss: 0.1799 (0.1873) loss_rec_all: 0.2059 (0.2133) loss_rec_sfr: 0.2664 (0.2725) loss_cl: -0.2791 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [07:06:05.432016] Epoch: [381] [ 300/2904] eta: 0:34:53 lr: 0.001392 loss: 0.1741 (0.1868) loss_rec_all: 0.2007 (0.2128) loss_rec_sfr: 0.2435 (0.2702) loss_cl: -0.2787 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [07:06:20.356366] Epoch: [381] [ 320/2904] eta: 0:34:28 lr: 0.001392 loss: 0.1770 (0.1866) loss_rec_all: 0.2032 (0.2126) loss_rec_sfr: 0.2460 (0.2696) loss_cl: -0.2789 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [07:06:35.270057] Epoch: [381] [ 340/2904] eta: 0:34:03 lr: 0.001392 loss: 0.1821 (0.1871) loss_rec_all: 0.2082 (0.2131) loss_rec_sfr: 0.2549 (0.2717) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [07:06:50.191599] Epoch: [381] [ 360/2904] eta: 0:33:40 lr: 0.001392 loss: 0.1773 (0.1872) loss_rec_all: 0.2036 (0.2132) loss_rec_sfr: 0.2556 (0.2724) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [07:07:05.108869] Epoch: [381] [ 380/2904] eta: 0:33:18 lr: 0.001392 loss: 0.1784 (0.1875) loss_rec_all: 0.2047 (0.2135) loss_rec_sfr: 0.2618 (0.2736) loss_cl: -0.2793 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [07:07:20.022272] Epoch: [381] [ 400/2904] eta: 0:32:56 lr: 0.001392 loss: 0.1743 (0.1871) loss_rec_all: 0.2005 (0.2131) loss_rec_sfr: 0.2559 (0.2725) loss_cl: -0.2797 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [07:07:34.935674] Epoch: [381] [ 420/2904] eta: 0:32:35 lr: 0.001392 loss: 0.1773 (0.1871) loss_rec_all: 0.2033 (0.2131) loss_rec_sfr: 0.2674 (0.2733) loss_cl: -0.2786 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [07:07:49.855588] Epoch: [381] [ 440/2904] eta: 0:32:15 lr: 0.001392 loss: 0.1766 (0.1868) loss_rec_all: 0.2027 (0.2128) loss_rec_sfr: 0.2503 (0.2722) loss_cl: -0.2785 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [07:08:04.771155] Epoch: [381] [ 460/2904] eta: 0:31:55 lr: 0.001392 loss: 0.1764 (0.1868) loss_rec_all: 0.2028 (0.2128) loss_rec_sfr: 0.2539 (0.2722) loss_cl: -0.2791 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [07:08:19.693381] Epoch: [381] [ 480/2904] eta: 0:31:36 lr: 0.001392 loss: 0.1825 (0.1872) loss_rec_all: 0.2086 (0.2132) loss_rec_sfr: 0.2577 (0.2734) loss_cl: -0.2790 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [07:08:34.608677] Epoch: [381] [ 500/2904] eta: 0:31:16 lr: 0.001392 loss: 0.1770 (0.1873) loss_rec_all: 0.2031 (0.2132) loss_rec_sfr: 0.2551 (0.2735) loss_cl: -0.2789 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [07:08:49.524960] Epoch: [381] [ 520/2904] eta: 0:30:58 lr: 0.001392 loss: 0.1799 (0.1875) loss_rec_all: 0.2060 (0.2135) loss_rec_sfr: 0.2616 (0.2746) loss_cl: -0.2789 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [07:09:04.437411] Epoch: [381] [ 540/2904] eta: 0:30:39 lr: 0.001392 loss: 0.1777 (0.1875) loss_rec_all: 0.2041 (0.2134) loss_rec_sfr: 0.2540 (0.2745) loss_cl: -0.2789 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [07:09:19.348525] Epoch: [381] [ 560/2904] eta: 0:30:21 lr: 0.001392 loss: 0.1788 (0.1874) loss_rec_all: 0.2050 (0.2134) loss_rec_sfr: 0.2588 (0.2746) loss_cl: -0.2793 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [07:09:34.260821] Epoch: [381] [ 580/2904] eta: 0:30:03 lr: 0.001392 loss: 0.1768 (0.1875) loss_rec_all: 0.2032 (0.2135) loss_rec_sfr: 0.2567 (0.2750) loss_cl: -0.2791 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [07:09:49.175327] Epoch: [381] [ 600/2904] eta: 0:29:45 lr: 0.001392 loss: 0.1784 (0.1876) loss_rec_all: 0.2048 (0.2136) loss_rec_sfr: 0.2538 (0.2753) loss_cl: -0.2790 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [07:10:04.088878] Epoch: [381] [ 620/2904] eta: 0:29:27 lr: 0.001392 loss: 0.1784 (0.1879) loss_rec_all: 0.2043 (0.2139) loss_rec_sfr: 0.2364 (0.2762) loss_cl: -0.2785 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [07:10:19.004466] Epoch: [381] [ 640/2904] eta: 0:29:10 lr: 0.001392 loss: 0.1777 (0.1881) loss_rec_all: 0.2038 (0.2140) loss_rec_sfr: 0.2561 (0.2767) loss_cl: -0.2789 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [07:10:33.922329] Epoch: [381] [ 660/2904] eta: 0:28:52 lr: 0.001392 loss: 0.1767 (0.1880) loss_rec_all: 0.2024 (0.2140) loss_rec_sfr: 0.2595 (0.2767) loss_cl: -0.2780 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [07:10:48.835724] Epoch: [381] [ 680/2904] eta: 0:28:35 lr: 0.001391 loss: 0.1759 (0.1878) loss_rec_all: 0.2023 (0.2138) loss_rec_sfr: 0.2506 (0.2759) loss_cl: -0.2795 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [07:11:03.757629] Epoch: [381] [ 700/2904] eta: 0:28:18 lr: 0.001391 loss: 0.1790 (0.1877) loss_rec_all: 0.2050 (0.2137) loss_rec_sfr: 0.2453 (0.2752) loss_cl: -0.2784 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [07:11:18.674765] Epoch: [381] [ 720/2904] eta: 0:28:01 lr: 0.001391 loss: 0.1785 (0.1876) loss_rec_all: 0.2046 (0.2136) loss_rec_sfr: 0.2547 (0.2749) loss_cl: -0.2781 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [07:11:33.586182] Epoch: [381] [ 740/2904] eta: 0:27:45 lr: 0.001391 loss: 0.1790 (0.1876) loss_rec_all: 0.2055 (0.2136) loss_rec_sfr: 0.2607 (0.2750) loss_cl: -0.2784 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [07:11:48.499272] Epoch: [381] [ 760/2904] eta: 0:27:28 lr: 0.001391 loss: 0.1759 (0.1875) loss_rec_all: 0.2021 (0.2134) loss_rec_sfr: 0.2511 (0.2744) loss_cl: -0.2794 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [07:12:03.421689] Epoch: [381] [ 780/2904] eta: 0:27:11 lr: 0.001391 loss: 0.1804 (0.1876) loss_rec_all: 0.2069 (0.2136) loss_rec_sfr: 0.2640 (0.2752) loss_cl: -0.2803 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [07:12:18.336623] Epoch: [381] [ 800/2904] eta: 0:26:55 lr: 0.001391 loss: 0.1785 (0.1876) loss_rec_all: 0.2047 (0.2135) loss_rec_sfr: 0.2450 (0.2749) loss_cl: -0.2796 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [07:12:33.252575] Epoch: [381] [ 820/2904] eta: 0:26:38 lr: 0.001391 loss: 0.1816 (0.1876) loss_rec_all: 0.2077 (0.2136) loss_rec_sfr: 0.2631 (0.2751) loss_cl: -0.2780 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [07:12:48.167649] Epoch: [381] [ 840/2904] eta: 0:26:22 lr: 0.001391 loss: 0.1768 (0.1877) loss_rec_all: 0.2032 (0.2136) loss_rec_sfr: 0.2493 (0.2753) loss_cl: -0.2780 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [07:13:03.079403] Epoch: [381] [ 860/2904] eta: 0:26:05 lr: 0.001391 loss: 0.1749 (0.1875) loss_rec_all: 0.2017 (0.2135) loss_rec_sfr: 0.2561 (0.2746) loss_cl: -0.2797 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [07:13:17.989427] Epoch: [381] [ 880/2904] eta: 0:25:49 lr: 0.001391 loss: 0.1753 (0.1873) loss_rec_all: 0.2014 (0.2133) loss_rec_sfr: 0.2599 (0.2741) loss_cl: -0.2793 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [07:13:32.899102] Epoch: [381] [ 900/2904] eta: 0:25:33 lr: 0.001391 loss: 0.1744 (0.1872) loss_rec_all: 0.2004 (0.2132) loss_rec_sfr: 0.2473 (0.2739) loss_cl: -0.2791 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [07:13:47.810715] Epoch: [381] [ 920/2904] eta: 0:25:17 lr: 0.001391 loss: 0.1786 (0.1872) loss_rec_all: 0.2046 (0.2132) loss_rec_sfr: 0.2574 (0.2741) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [07:14:02.724640] Epoch: [381] [ 940/2904] eta: 0:25:01 lr: 0.001391 loss: 0.1829 (0.1876) loss_rec_all: 0.2093 (0.2135) loss_rec_sfr: 0.2616 (0.2751) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [07:14:17.640470] Epoch: [381] [ 960/2904] eta: 0:24:45 lr: 0.001391 loss: 0.1746 (0.1874) loss_rec_all: 0.2012 (0.2134) loss_rec_sfr: 0.2616 (0.2748) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [07:14:32.554259] Epoch: [381] [ 980/2904] eta: 0:24:29 lr: 0.001391 loss: 0.1756 (0.1874) loss_rec_all: 0.2017 (0.2134) loss_rec_sfr: 0.2502 (0.2747) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [07:14:47.467101] Epoch: [381] [1000/2904] eta: 0:24:13 lr: 0.001391 loss: 0.1758 (0.1875) loss_rec_all: 0.2017 (0.2135) loss_rec_sfr: 0.2570 (0.2749) loss_cl: -0.2783 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [07:15:02.378847] Epoch: [381] [1020/2904] eta: 0:23:57 lr: 0.001391 loss: 0.1780 (0.1875) loss_rec_all: 0.2045 (0.2135) loss_rec_sfr: 0.2591 (0.2751) loss_cl: -0.2792 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [07:15:17.289212] Epoch: [381] [1040/2904] eta: 0:23:41 lr: 0.001391 loss: 0.1748 (0.1874) loss_rec_all: 0.2010 (0.2133) loss_rec_sfr: 0.2466 (0.2746) loss_cl: -0.2792 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [07:15:32.196733] Epoch: [381] [1060/2904] eta: 0:23:25 lr: 0.001391 loss: 0.1789 (0.1873) loss_rec_all: 0.2049 (0.2133) loss_rec_sfr: 0.2594 (0.2744) loss_cl: -0.2789 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [07:15:47.112144] Epoch: [381] [1080/2904] eta: 0:23:09 lr: 0.001391 loss: 0.1779 (0.1872) loss_rec_all: 0.2038 (0.2131) loss_rec_sfr: 0.2659 (0.2741) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [07:16:02.027633] Epoch: [381] [1100/2904] eta: 0:22:53 lr: 0.001391 loss: 0.1779 (0.1872) loss_rec_all: 0.2037 (0.2132) loss_rec_sfr: 0.2548 (0.2740) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [07:16:16.940257] Epoch: [381] [1120/2904] eta: 0:22:38 lr: 0.001391 loss: 0.1748 (0.1870) loss_rec_all: 0.2010 (0.2130) loss_rec_sfr: 0.2139 (0.2732) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [07:16:31.849634] Epoch: [381] [1140/2904] eta: 0:22:22 lr: 0.001391 loss: 0.1773 (0.1870) loss_rec_all: 0.2036 (0.2130) loss_rec_sfr: 0.2627 (0.2733) loss_cl: -0.2795 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [07:16:46.756534] Epoch: [381] [1160/2904] eta: 0:22:06 lr: 0.001391 loss: 0.1753 (0.1871) loss_rec_all: 0.2017 (0.2131) loss_rec_sfr: 0.2514 (0.2736) loss_cl: -0.2786 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [07:17:01.667868] Epoch: [381] [1180/2904] eta: 0:21:51 lr: 0.001391 loss: 0.1774 (0.1871) loss_rec_all: 0.2038 (0.2131) loss_rec_sfr: 0.2482 (0.2733) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [07:17:16.579635] Epoch: [381] [1200/2904] eta: 0:21:35 lr: 0.001391 loss: 0.1772 (0.1871) loss_rec_all: 0.2033 (0.2130) loss_rec_sfr: 0.2611 (0.2732) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [07:17:31.500626] Epoch: [381] [1220/2904] eta: 0:21:19 lr: 0.001391 loss: 0.1769 (0.1870) loss_rec_all: 0.2030 (0.2130) loss_rec_sfr: 0.2497 (0.2730) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [07:17:46.426045] Epoch: [381] [1240/2904] eta: 0:21:04 lr: 0.001391 loss: 0.1809 (0.1871) loss_rec_all: 0.2073 (0.2131) loss_rec_sfr: 0.2599 (0.2734) loss_cl: -0.2789 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [07:18:01.348909] Epoch: [381] [1260/2904] eta: 0:20:48 lr: 0.001390 loss: 0.1770 (0.1872) loss_rec_all: 0.2030 (0.2132) loss_rec_sfr: 0.2569 (0.2737) loss_cl: -0.2791 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [07:18:16.261468] Epoch: [381] [1280/2904] eta: 0:20:33 lr: 0.001390 loss: 0.1762 (0.1872) loss_rec_all: 0.2028 (0.2132) loss_rec_sfr: 0.2507 (0.2737) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [07:18:31.175945] Epoch: [381] [1300/2904] eta: 0:20:17 lr: 0.001390 loss: 0.1800 (0.1872) loss_rec_all: 0.2060 (0.2132) loss_rec_sfr: 0.2615 (0.2737) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [07:18:46.087471] Epoch: [381] [1320/2904] eta: 0:20:02 lr: 0.001390 loss: 0.1759 (0.1871) loss_rec_all: 0.2023 (0.2131) loss_rec_sfr: 0.2445 (0.2734) loss_cl: -0.2796 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [07:19:01.005881] Epoch: [381] [1340/2904] eta: 0:19:46 lr: 0.001390 loss: 0.1767 (0.1872) loss_rec_all: 0.2029 (0.2131) loss_rec_sfr: 0.2571 (0.2735) loss_cl: -0.2796 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [07:19:15.928405] Epoch: [381] [1360/2904] eta: 0:19:31 lr: 0.001390 loss: 0.1785 (0.1871) loss_rec_all: 0.2052 (0.2131) loss_rec_sfr: 0.2438 (0.2733) loss_cl: -0.2794 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [07:19:30.850777] Epoch: [381] [1380/2904] eta: 0:19:15 lr: 0.001390 loss: 0.1771 (0.1871) loss_rec_all: 0.2034 (0.2131) loss_rec_sfr: 0.2597 (0.2732) loss_cl: -0.2784 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [07:19:45.768366] Epoch: [381] [1400/2904] eta: 0:19:00 lr: 0.001390 loss: 0.1802 (0.1872) loss_rec_all: 0.2062 (0.2132) loss_rec_sfr: 0.2560 (0.2735) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [07:20:00.689455] Epoch: [381] [1420/2904] eta: 0:18:44 lr: 0.001390 loss: 0.1786 (0.1873) loss_rec_all: 0.2046 (0.2133) loss_rec_sfr: 0.2515 (0.2737) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [07:20:15.606941] Epoch: [381] [1440/2904] eta: 0:18:29 lr: 0.001390 loss: 0.1731 (0.1873) loss_rec_all: 0.1994 (0.2133) loss_rec_sfr: 0.2422 (0.2736) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [07:20:30.523144] Epoch: [381] [1460/2904] eta: 0:18:14 lr: 0.001390 loss: 0.1758 (0.1872) loss_rec_all: 0.2017 (0.2132) loss_rec_sfr: 0.2508 (0.2733) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [07:20:45.440031] Epoch: [381] [1480/2904] eta: 0:17:58 lr: 0.001390 loss: 0.1751 (0.1872) loss_rec_all: 0.2011 (0.2131) loss_rec_sfr: 0.2586 (0.2731) loss_cl: -0.2793 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [07:21:00.352470] Epoch: [381] [1500/2904] eta: 0:17:43 lr: 0.001390 loss: 0.1810 (0.1873) loss_rec_all: 0.2071 (0.2133) loss_rec_sfr: 0.2656 (0.2736) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [07:21:15.264607] Epoch: [381] [1520/2904] eta: 0:17:28 lr: 0.001390 loss: 0.1766 (0.1873) loss_rec_all: 0.2026 (0.2132) loss_rec_sfr: 0.2617 (0.2736) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [07:21:30.184122] Epoch: [381] [1540/2904] eta: 0:17:12 lr: 0.001390 loss: 0.1772 (0.1872) loss_rec_all: 0.2038 (0.2132) loss_rec_sfr: 0.2562 (0.2734) loss_cl: -0.2797 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [07:21:45.099277] Epoch: [381] [1560/2904] eta: 0:16:57 lr: 0.001390 loss: 0.1754 (0.1873) loss_rec_all: 0.2019 (0.2133) loss_rec_sfr: 0.2616 (0.2738) loss_cl: -0.2793 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [07:22:00.029961] Epoch: [381] [1580/2904] eta: 0:16:42 lr: 0.001390 loss: 0.1767 (0.1872) loss_rec_all: 0.2029 (0.2132) loss_rec_sfr: 0.2460 (0.2735) loss_cl: -0.2791 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [07:22:14.957201] Epoch: [381] [1600/2904] eta: 0:16:26 lr: 0.001390 loss: 0.1761 (0.1873) loss_rec_all: 0.2025 (0.2132) loss_rec_sfr: 0.2607 (0.2736) loss_cl: -0.2788 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [07:22:29.879575] Epoch: [381] [1620/2904] eta: 0:16:11 lr: 0.001390 loss: 0.1762 (0.1872) loss_rec_all: 0.2024 (0.2132) loss_rec_sfr: 0.2546 (0.2734) loss_cl: -0.2792 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [07:22:44.792369] Epoch: [381] [1640/2904] eta: 0:15:56 lr: 0.001390 loss: 0.1752 (0.1872) loss_rec_all: 0.2016 (0.2132) loss_rec_sfr: 0.2185 (0.2731) loss_cl: -0.2794 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [07:22:59.710964] Epoch: [381] [1660/2904] eta: 0:15:40 lr: 0.001390 loss: 0.1785 (0.1872) loss_rec_all: 0.2048 (0.2132) loss_rec_sfr: 0.2547 (0.2733) loss_cl: -0.2788 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [07:23:14.628142] Epoch: [381] [1680/2904] eta: 0:15:25 lr: 0.001390 loss: 0.1803 (0.1873) loss_rec_all: 0.2066 (0.2132) loss_rec_sfr: 0.2559 (0.2733) loss_cl: -0.2789 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [07:23:29.545489] Epoch: [381] [1700/2904] eta: 0:15:10 lr: 0.001390 loss: 0.1792 (0.1873) loss_rec_all: 0.2051 (0.2132) loss_rec_sfr: 0.2604 (0.2733) loss_cl: -0.2792 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [07:23:44.459155] Epoch: [381] [1720/2904] eta: 0:14:55 lr: 0.001390 loss: 0.1721 (0.1871) loss_rec_all: 0.1981 (0.2131) loss_rec_sfr: 0.2231 (0.2728) loss_cl: -0.2786 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [07:23:59.371437] Epoch: [381] [1740/2904] eta: 0:14:39 lr: 0.001390 loss: 0.1753 (0.1871) loss_rec_all: 0.2014 (0.2131) loss_rec_sfr: 0.2477 (0.2727) loss_cl: -0.2783 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [07:24:14.279598] Epoch: [381] [1760/2904] eta: 0:14:24 lr: 0.001390 loss: 0.1759 (0.1870) loss_rec_all: 0.2017 (0.2129) loss_rec_sfr: 0.2492 (0.2723) loss_cl: -0.2786 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [07:24:29.195034] Epoch: [381] [1780/2904] eta: 0:14:09 lr: 0.001390 loss: 0.1741 (0.1868) loss_rec_all: 0.2010 (0.2128) loss_rec_sfr: 0.2192 (0.2719) loss_cl: -0.2798 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [07:24:44.111751] Epoch: [381] [1800/2904] eta: 0:13:54 lr: 0.001390 loss: 0.1761 (0.1867) loss_rec_all: 0.2026 (0.2127) loss_rec_sfr: 0.2509 (0.2715) loss_cl: -0.2795 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [07:24:59.020621] Epoch: [381] [1820/2904] eta: 0:13:38 lr: 0.001390 loss: 0.1771 (0.1867) loss_rec_all: 0.2034 (0.2127) loss_rec_sfr: 0.2557 (0.2715) loss_cl: -0.2791 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [07:25:13.931990] Epoch: [381] [1840/2904] eta: 0:13:23 lr: 0.001390 loss: 0.1790 (0.1867) loss_rec_all: 0.2057 (0.2127) loss_rec_sfr: 0.2596 (0.2715) loss_cl: -0.2797 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [07:25:28.839570] Epoch: [381] [1860/2904] eta: 0:13:08 lr: 0.001389 loss: 0.1787 (0.1867) loss_rec_all: 0.2053 (0.2127) loss_rec_sfr: 0.2521 (0.2714) loss_cl: -0.2783 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [07:25:43.748490] Epoch: [381] [1880/2904] eta: 0:12:53 lr: 0.001389 loss: 0.1769 (0.1868) loss_rec_all: 0.2031 (0.2128) loss_rec_sfr: 0.2536 (0.2717) loss_cl: -0.2790 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [07:25:58.661257] Epoch: [381] [1900/2904] eta: 0:12:37 lr: 0.001389 loss: 0.1739 (0.1867) loss_rec_all: 0.2003 (0.2127) loss_rec_sfr: 0.2531 (0.2715) loss_cl: -0.2789 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [07:26:13.572445] Epoch: [381] [1920/2904] eta: 0:12:22 lr: 0.001389 loss: 0.1761 (0.1868) loss_rec_all: 0.2024 (0.2128) loss_rec_sfr: 0.2541 (0.2717) loss_cl: -0.2787 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [07:26:28.489158] Epoch: [381] [1940/2904] eta: 0:12:07 lr: 0.001389 loss: 0.1792 (0.1869) loss_rec_all: 0.2054 (0.2129) loss_rec_sfr: 0.2643 (0.2720) loss_cl: -0.2793 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [07:26:43.404340] Epoch: [381] [1960/2904] eta: 0:11:52 lr: 0.001389 loss: 0.1801 (0.1869) loss_rec_all: 0.2061 (0.2129) loss_rec_sfr: 0.2556 (0.2721) loss_cl: -0.2795 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [07:26:58.316225] Epoch: [381] [1980/2904] eta: 0:11:37 lr: 0.001389 loss: 0.1759 (0.1870) loss_rec_all: 0.2023 (0.2129) loss_rec_sfr: 0.2179 (0.2721) loss_cl: -0.2789 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [07:27:13.224817] Epoch: [381] [2000/2904] eta: 0:11:22 lr: 0.001389 loss: 0.1765 (0.1869) loss_rec_all: 0.2027 (0.2129) loss_rec_sfr: 0.2567 (0.2720) loss_cl: -0.2789 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [07:27:28.131788] Epoch: [381] [2020/2904] eta: 0:11:06 lr: 0.001389 loss: 0.1765 (0.1868) loss_rec_all: 0.2027 (0.2128) loss_rec_sfr: 0.2532 (0.2719) loss_cl: -0.2793 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [07:27:43.042197] Epoch: [381] [2040/2904] eta: 0:10:51 lr: 0.001389 loss: 0.1797 (0.1868) loss_rec_all: 0.2056 (0.2128) loss_rec_sfr: 0.2484 (0.2717) loss_cl: -0.2788 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [07:27:57.952431] Epoch: [381] [2060/2904] eta: 0:10:36 lr: 0.001389 loss: 0.1768 (0.1869) loss_rec_all: 0.2031 (0.2129) loss_rec_sfr: 0.2607 (0.2720) loss_cl: -0.2786 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [07:28:12.872748] Epoch: [381] [2080/2904] eta: 0:10:21 lr: 0.001389 loss: 0.1814 (0.1869) loss_rec_all: 0.2074 (0.2129) loss_rec_sfr: 0.2612 (0.2721) loss_cl: -0.2785 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [07:28:27.784157] Epoch: [381] [2100/2904] eta: 0:10:06 lr: 0.001389 loss: 0.1791 (0.1869) loss_rec_all: 0.2055 (0.2129) loss_rec_sfr: 0.2589 (0.2720) loss_cl: -0.2786 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [07:28:42.699252] Epoch: [381] [2120/2904] eta: 0:09:51 lr: 0.001389 loss: 0.1746 (0.1869) loss_rec_all: 0.2008 (0.2129) loss_rec_sfr: 0.2543 (0.2719) loss_cl: -0.2798 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [07:28:57.611918] Epoch: [381] [2140/2904] eta: 0:09:35 lr: 0.001389 loss: 0.1767 (0.1869) loss_rec_all: 0.2028 (0.2129) loss_rec_sfr: 0.2559 (0.2720) loss_cl: -0.2798 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [07:29:12.527054] Epoch: [381] [2160/2904] eta: 0:09:20 lr: 0.001389 loss: 0.1768 (0.1869) loss_rec_all: 0.2028 (0.2129) loss_rec_sfr: 0.2575 (0.2718) loss_cl: -0.2791 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [07:29:27.439120] Epoch: [381] [2180/2904] eta: 0:09:05 lr: 0.001389 loss: 0.1801 (0.1870) loss_rec_all: 0.2064 (0.2129) loss_rec_sfr: 0.2501 (0.2721) loss_cl: -0.2783 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [07:29:42.348171] Epoch: [381] [2200/2904] eta: 0:08:50 lr: 0.001389 loss: 0.1814 (0.1871) loss_rec_all: 0.2074 (0.2131) loss_rec_sfr: 0.2617 (0.2725) loss_cl: -0.2788 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [07:29:57.252948] Epoch: [381] [2220/2904] eta: 0:08:35 lr: 0.001389 loss: 0.1781 (0.1871) loss_rec_all: 0.2046 (0.2131) loss_rec_sfr: 0.2548 (0.2726) loss_cl: -0.2786 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [07:30:12.159201] Epoch: [381] [2240/2904] eta: 0:08:20 lr: 0.001389 loss: 0.1776 (0.1871) loss_rec_all: 0.2036 (0.2131) loss_rec_sfr: 0.2512 (0.2725) loss_cl: -0.2796 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [07:30:27.071592] Epoch: [381] [2260/2904] eta: 0:08:05 lr: 0.001389 loss: 0.1776 (0.1871) loss_rec_all: 0.2037 (0.2130) loss_rec_sfr: 0.2318 (0.2723) loss_cl: -0.2792 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [07:30:41.980066] Epoch: [381] [2280/2904] eta: 0:07:50 lr: 0.001389 loss: 0.1758 (0.1871) loss_rec_all: 0.2024 (0.2130) loss_rec_sfr: 0.2546 (0.2723) loss_cl: -0.2787 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [07:30:56.896403] Epoch: [381] [2300/2904] eta: 0:07:35 lr: 0.001389 loss: 0.1804 (0.1871) loss_rec_all: 0.2064 (0.2131) loss_rec_sfr: 0.2638 (0.2726) loss_cl: -0.2782 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [07:31:11.805787] Epoch: [381] [2320/2904] eta: 0:07:19 lr: 0.001389 loss: 0.1762 (0.1871) loss_rec_all: 0.2021 (0.2131) loss_rec_sfr: 0.2545 (0.2726) loss_cl: -0.2781 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [07:31:26.731271] Epoch: [381] [2340/2904] eta: 0:07:04 lr: 0.001389 loss: 0.1801 (0.1872) loss_rec_all: 0.2060 (0.2132) loss_rec_sfr: 0.2647 (0.2730) loss_cl: -0.2786 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [07:31:41.642949] Epoch: [381] [2360/2904] eta: 0:06:49 lr: 0.001389 loss: 0.1776 (0.1872) loss_rec_all: 0.2038 (0.2132) loss_rec_sfr: 0.2567 (0.2730) loss_cl: -0.2792 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [07:31:56.555234] Epoch: [381] [2380/2904] eta: 0:06:34 lr: 0.001389 loss: 0.1752 (0.1872) loss_rec_all: 0.2017 (0.2131) loss_rec_sfr: 0.2523 (0.2729) loss_cl: -0.2792 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [07:32:11.461537] Epoch: [381] [2400/2904] eta: 0:06:19 lr: 0.001389 loss: 0.1788 (0.1872) loss_rec_all: 0.2050 (0.2132) loss_rec_sfr: 0.2594 (0.2731) loss_cl: -0.2791 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [07:32:26.375557] Epoch: [381] [2420/2904] eta: 0:06:04 lr: 0.001389 loss: 0.1768 (0.1872) loss_rec_all: 0.2029 (0.2132) loss_rec_sfr: 0.2568 (0.2731) loss_cl: -0.2784 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [07:32:41.290245] Epoch: [381] [2440/2904] eta: 0:05:49 lr: 0.001389 loss: 0.1778 (0.1873) loss_rec_all: 0.2037 (0.2133) loss_rec_sfr: 0.2064 (0.2732) loss_cl: -0.2781 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [07:32:56.212201] Epoch: [381] [2460/2904] eta: 0:05:34 lr: 0.001388 loss: 0.1763 (0.1872) loss_rec_all: 0.2028 (0.2132) loss_rec_sfr: 0.2287 (0.2730) loss_cl: -0.2789 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [07:33:11.132350] Epoch: [381] [2480/2904] eta: 0:05:19 lr: 0.001388 loss: 0.1735 (0.1872) loss_rec_all: 0.2000 (0.2132) loss_rec_sfr: 0.2523 (0.2728) loss_cl: -0.2797 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [07:33:26.058876] Epoch: [381] [2500/2904] eta: 0:05:04 lr: 0.001388 loss: 0.1747 (0.1872) loss_rec_all: 0.2009 (0.2131) loss_rec_sfr: 0.2515 (0.2726) loss_cl: -0.2794 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [07:33:40.987730] Epoch: [381] [2520/2904] eta: 0:04:49 lr: 0.001388 loss: 0.1746 (0.1872) loss_rec_all: 0.2012 (0.2132) loss_rec_sfr: 0.2570 (0.2728) loss_cl: -0.2794 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [07:33:55.904861] Epoch: [381] [2540/2904] eta: 0:04:33 lr: 0.001388 loss: 0.1797 (0.1872) loss_rec_all: 0.2056 (0.2132) loss_rec_sfr: 0.2661 (0.2731) loss_cl: -0.2789 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [07:34:10.822696] Epoch: [381] [2560/2904] eta: 0:04:18 lr: 0.001388 loss: 0.1800 (0.1872) loss_rec_all: 0.2060 (0.2132) loss_rec_sfr: 0.2544 (0.2730) loss_cl: -0.2789 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [07:34:25.738982] Epoch: [381] [2580/2904] eta: 0:04:03 lr: 0.001388 loss: 0.1772 (0.1873) loss_rec_all: 0.2031 (0.2132) loss_rec_sfr: 0.2628 (0.2731) loss_cl: -0.2798 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [07:34:40.658696] Epoch: [381] [2600/2904] eta: 0:03:48 lr: 0.001388 loss: 0.1749 (0.1872) loss_rec_all: 0.2013 (0.2132) loss_rec_sfr: 0.2514 (0.2730) loss_cl: -0.2789 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [07:34:55.582207] Epoch: [381] [2620/2904] eta: 0:03:33 lr: 0.001388 loss: 0.1782 (0.1873) loss_rec_all: 0.2044 (0.2132) loss_rec_sfr: 0.2608 (0.2733) loss_cl: -0.2780 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [07:35:10.496777] Epoch: [381] [2640/2904] eta: 0:03:18 lr: 0.001388 loss: 0.1792 (0.1872) loss_rec_all: 0.2058 (0.2132) loss_rec_sfr: 0.2611 (0.2732) loss_cl: -0.2786 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [07:35:25.414374] Epoch: [381] [2660/2904] eta: 0:03:03 lr: 0.001388 loss: 0.1818 (0.1873) loss_rec_all: 0.2077 (0.2132) loss_rec_sfr: 0.2531 (0.2733) loss_cl: -0.2793 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [07:35:40.334469] Epoch: [381] [2680/2904] eta: 0:02:48 lr: 0.001388 loss: 0.1789 (0.1873) loss_rec_all: 0.2052 (0.2132) loss_rec_sfr: 0.2557 (0.2732) loss_cl: -0.2791 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [07:35:55.253145] Epoch: [381] [2700/2904] eta: 0:02:33 lr: 0.001388 loss: 0.1758 (0.1873) loss_rec_all: 0.2021 (0.2133) loss_rec_sfr: 0.2619 (0.2734) loss_cl: -0.2786 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [07:36:10.157125] Epoch: [381] [2720/2904] eta: 0:02:18 lr: 0.001388 loss: 0.1762 (0.1872) loss_rec_all: 0.2023 (0.2132) loss_rec_sfr: 0.2138 (0.2731) loss_cl: -0.2785 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [07:36:25.070386] Epoch: [381] [2740/2904] eta: 0:02:03 lr: 0.001388 loss: 0.1790 (0.1872) loss_rec_all: 0.2051 (0.2132) loss_rec_sfr: 0.2552 (0.2730) loss_cl: -0.2781 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [07:36:39.983869] Epoch: [381] [2760/2904] eta: 0:01:48 lr: 0.001388 loss: 0.1787 (0.1872) loss_rec_all: 0.2053 (0.2132) loss_rec_sfr: 0.2664 (0.2731) loss_cl: -0.2785 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [07:36:54.899942] Epoch: [381] [2780/2904] eta: 0:01:33 lr: 0.001388 loss: 0.1772 (0.1872) loss_rec_all: 0.2035 (0.2132) loss_rec_sfr: 0.2556 (0.2730) loss_cl: -0.2792 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [07:37:09.815295] Epoch: [381] [2800/2904] eta: 0:01:18 lr: 0.001388 loss: 0.1784 (0.1872) loss_rec_all: 0.2050 (0.2132) loss_rec_sfr: 0.2536 (0.2731) loss_cl: -0.2794 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [07:37:24.726197] Epoch: [381] [2820/2904] eta: 0:01:03 lr: 0.001388 loss: 0.1769 (0.1872) loss_rec_all: 0.2035 (0.2132) loss_rec_sfr: 0.2540 (0.2731) loss_cl: -0.2797 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [07:37:39.673672] Epoch: [381] [2840/2904] eta: 0:00:48 lr: 0.001388 loss: 0.1822 (0.1873) loss_rec_all: 0.2082 (0.2132) loss_rec_sfr: 0.2541 (0.2731) loss_cl: -0.2783 (-0.2789) time: 0.7473 data: 0.0023 max mem: 29860 [07:37:54.571769] Epoch: [381] [2860/2904] eta: 0:00:33 lr: 0.001388 loss: 0.1733 (0.1872) loss_rec_all: 0.1996 (0.2132) loss_rec_sfr: 0.2384 (0.2729) loss_cl: -0.2781 (-0.2789) time: 0.7449 data: 0.0001 max mem: 29860 [07:38:09.469812] Epoch: [381] [2880/2904] eta: 0:00:18 lr: 0.001388 loss: 0.1788 (0.1873) loss_rec_all: 0.2047 (0.2132) loss_rec_sfr: 0.2567 (0.2731) loss_cl: -0.2782 (-0.2789) time: 0.7449 data: 0.0001 max mem: 29860 [07:38:24.369028] Epoch: [381] [2900/2904] eta: 0:00:03 lr: 0.001388 loss: 0.1766 (0.1872) loss_rec_all: 0.2025 (0.2132) loss_rec_sfr: 0.2543 (0.2730) loss_cl: -0.2784 (-0.2789) time: 0.7449 data: 0.0001 max mem: 29860 [07:38:26.613031] Epoch: [381] [2903/2904] eta: 0:00:00 lr: 0.001388 loss: 0.1788 (0.1872) loss_rec_all: 0.2049 (0.2132) loss_rec_sfr: 0.2548 (0.2731) loss_cl: -0.2786 (-0.2789) time: 0.7449 data: 0.0001 max mem: 29860 [07:38:28.713381] Epoch: [381] Total time: 0:36:25 (0.7525 s / it) [07:38:28.714554] Averaged stats: lr: 0.001388 loss: 0.1788 (0.1897) loss_rec_all: 0.2049 (0.2134) loss_rec_sfr: 0.2548 (0.2732) loss_cl: -0.2786 (-0.2557) [07:38:28.720704] log_dir: ./checkpoint/VF2_ViT-B [07:38:46.753578] Epoch: [382] [ 0/2904] eta: 14:32:45 lr: 0.001388 loss: 0.1863 (0.1863) loss_rec_all: 0.2125 (0.2125) loss_rec_sfr: 0.2539 (0.2539) loss_cl: -0.2794 (-0.2794) time: 18.0321 data: 15.1751 max mem: 29860 [07:39:02.549968] Epoch: [382] [ 20/2904] eta: 1:17:25 lr: 0.001388 loss: 0.1780 (0.1923) loss_rec_all: 0.2045 (0.2183) loss_rec_sfr: 0.2489 (0.2860) loss_cl: -0.2794 (-0.2795) time: 0.7898 data: 0.0365 max mem: 29860 [07:39:17.460651] Epoch: [382] [ 40/2904] eta: 0:56:44 lr: 0.001388 loss: 0.1770 (0.1921) loss_rec_all: 0.2031 (0.2180) loss_rec_sfr: 0.2639 (0.2881) loss_cl: -0.2787 (-0.2792) time: 0.7455 data: 0.0002 max mem: 29860 [07:39:32.375812] Epoch: [382] [ 60/2904] eta: 0:49:27 lr: 0.001388 loss: 0.1760 (0.1889) loss_rec_all: 0.2021 (0.2148) loss_rec_sfr: 0.2548 (0.2764) loss_cl: -0.2794 (-0.2793) time: 0.7457 data: 0.0002 max mem: 29860 [07:39:47.294157] Epoch: [382] [ 80/2904] eta: 0:45:39 lr: 0.001388 loss: 0.1738 (0.1867) loss_rec_all: 0.1999 (0.2127) loss_rec_sfr: 0.2562 (0.2716) loss_cl: -0.2796 (-0.2794) time: 0.7459 data: 0.0002 max mem: 29860 [07:40:02.258097] Epoch: [382] [ 100/2904] eta: 0:43:16 lr: 0.001388 loss: 0.1752 (0.1845) loss_rec_all: 0.2014 (0.2106) loss_rec_sfr: 0.2522 (0.2661) loss_cl: -0.2790 (-0.2793) time: 0.7481 data: 0.0003 max mem: 29860 [07:40:17.208774] Epoch: [382] [ 120/2904] eta: 0:41:35 lr: 0.001388 loss: 0.1743 (0.1842) loss_rec_all: 0.2008 (0.2103) loss_rec_sfr: 0.2527 (0.2651) loss_cl: -0.2785 (-0.2791) time: 0.7475 data: 0.0002 max mem: 29860 [07:40:32.176557] Epoch: [382] [ 140/2904] eta: 0:40:19 lr: 0.001387 loss: 0.1763 (0.1847) loss_rec_all: 0.2022 (0.2108) loss_rec_sfr: 0.2495 (0.2663) loss_cl: -0.2788 (-0.2790) time: 0.7483 data: 0.0002 max mem: 29860 [07:40:47.118490] Epoch: [382] [ 160/2904] eta: 0:39:18 lr: 0.001387 loss: 0.1752 (0.1843) loss_rec_all: 0.2012 (0.2104) loss_rec_sfr: 0.2544 (0.2659) loss_cl: -0.2789 (-0.2790) time: 0.7471 data: 0.0002 max mem: 29860 [07:41:02.059139] Epoch: [382] [ 180/2904] eta: 0:38:27 lr: 0.001387 loss: 0.1754 (0.1844) loss_rec_all: 0.2015 (0.2104) loss_rec_sfr: 0.2533 (0.2660) loss_cl: -0.2790 (-0.2790) time: 0.7470 data: 0.0002 max mem: 29860 [07:41:17.017565] Epoch: [382] [ 200/2904] eta: 0:37:43 lr: 0.001387 loss: 0.1778 (0.1847) loss_rec_all: 0.2040 (0.2107) loss_rec_sfr: 0.2524 (0.2664) loss_cl: -0.2786 (-0.2789) time: 0.7479 data: 0.0002 max mem: 29860 [07:41:31.947322] Epoch: [382] [ 220/2904] eta: 0:37:05 lr: 0.001387 loss: 0.1811 (0.1856) loss_rec_all: 0.2073 (0.2116) loss_rec_sfr: 0.2580 (0.2696) loss_cl: -0.2792 (-0.2790) time: 0.7464 data: 0.0002 max mem: 29860 [07:41:46.877086] Epoch: [382] [ 240/2904] eta: 0:36:30 lr: 0.001387 loss: 0.1767 (0.1858) loss_rec_all: 0.2032 (0.2118) loss_rec_sfr: 0.2539 (0.2696) loss_cl: -0.2791 (-0.2790) time: 0.7464 data: 0.0002 max mem: 29860 [07:42:01.806219] Epoch: [382] [ 260/2904] eta: 0:35:58 lr: 0.001387 loss: 0.1766 (0.1862) loss_rec_all: 0.2025 (0.2122) loss_rec_sfr: 0.2532 (0.2710) loss_cl: -0.2781 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [07:42:16.747323] Epoch: [382] [ 280/2904] eta: 0:35:29 lr: 0.001387 loss: 0.1816 (0.1865) loss_rec_all: 0.2077 (0.2125) loss_rec_sfr: 0.2480 (0.2711) loss_cl: -0.2790 (-0.2789) time: 0.7470 data: 0.0002 max mem: 29860 [07:42:31.675964] Epoch: [382] [ 300/2904] eta: 0:35:01 lr: 0.001387 loss: 0.1706 (0.1860) loss_rec_all: 0.1972 (0.2121) loss_rec_sfr: 0.2116 (0.2692) loss_cl: -0.2798 (-0.2790) time: 0.7464 data: 0.0002 max mem: 29860 [07:42:46.605306] Epoch: [382] [ 320/2904] eta: 0:34:35 lr: 0.001387 loss: 0.1751 (0.1861) loss_rec_all: 0.2014 (0.2121) loss_rec_sfr: 0.2498 (0.2693) loss_cl: -0.2792 (-0.2790) time: 0.7464 data: 0.0002 max mem: 29860 [07:43:01.534631] Epoch: [382] [ 340/2904] eta: 0:34:11 lr: 0.001387 loss: 0.1730 (0.1861) loss_rec_all: 0.1995 (0.2121) loss_rec_sfr: 0.2143 (0.2691) loss_cl: -0.2789 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [07:43:16.456592] Epoch: [382] [ 360/2904] eta: 0:33:47 lr: 0.001387 loss: 0.1809 (0.1864) loss_rec_all: 0.2074 (0.2124) loss_rec_sfr: 0.2540 (0.2697) loss_cl: -0.2792 (-0.2790) time: 0.7461 data: 0.0002 max mem: 29860 [07:43:31.380272] Epoch: [382] [ 380/2904] eta: 0:33:24 lr: 0.001387 loss: 0.1827 (0.1865) loss_rec_all: 0.2088 (0.2125) loss_rec_sfr: 0.2543 (0.2702) loss_cl: -0.2788 (-0.2790) time: 0.7461 data: 0.0002 max mem: 29860 [07:43:46.304958] Epoch: [382] [ 400/2904] eta: 0:33:03 lr: 0.001387 loss: 0.1755 (0.1865) loss_rec_all: 0.2016 (0.2125) loss_rec_sfr: 0.2574 (0.2707) loss_cl: -0.2782 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [07:44:01.228559] Epoch: [382] [ 420/2904] eta: 0:32:41 lr: 0.001387 loss: 0.1762 (0.1862) loss_rec_all: 0.2021 (0.2122) loss_rec_sfr: 0.2559 (0.2697) loss_cl: -0.2778 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [07:44:16.154957] Epoch: [382] [ 440/2904] eta: 0:32:21 lr: 0.001387 loss: 0.1727 (0.1859) loss_rec_all: 0.1988 (0.2119) loss_rec_sfr: 0.2190 (0.2687) loss_cl: -0.2791 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [07:44:31.081793] Epoch: [382] [ 460/2904] eta: 0:32:00 lr: 0.001387 loss: 0.1850 (0.1865) loss_rec_all: 0.2110 (0.2125) loss_rec_sfr: 0.2609 (0.2710) loss_cl: -0.2794 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [07:44:46.012292] Epoch: [382] [ 480/2904] eta: 0:31:41 lr: 0.001387 loss: 0.1751 (0.1865) loss_rec_all: 0.2016 (0.2125) loss_rec_sfr: 0.2599 (0.2713) loss_cl: -0.2795 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [07:45:00.940955] Epoch: [382] [ 500/2904] eta: 0:31:21 lr: 0.001387 loss: 0.1766 (0.1865) loss_rec_all: 0.2027 (0.2124) loss_rec_sfr: 0.2614 (0.2715) loss_cl: -0.2794 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [07:45:15.872310] Epoch: [382] [ 520/2904] eta: 0:31:02 lr: 0.001387 loss: 0.1789 (0.1866) loss_rec_all: 0.2047 (0.2126) loss_rec_sfr: 0.2554 (0.2718) loss_cl: -0.2786 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [07:45:30.791902] Epoch: [382] [ 540/2904] eta: 0:30:44 lr: 0.001387 loss: 0.1789 (0.1866) loss_rec_all: 0.2049 (0.2125) loss_rec_sfr: 0.2473 (0.2716) loss_cl: -0.2779 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [07:45:45.719890] Epoch: [382] [ 560/2904] eta: 0:30:25 lr: 0.001387 loss: 0.1816 (0.1867) loss_rec_all: 0.2080 (0.2127) loss_rec_sfr: 0.2559 (0.2719) loss_cl: -0.2793 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [07:46:00.646348] Epoch: [382] [ 580/2904] eta: 0:30:07 lr: 0.001387 loss: 0.1754 (0.1867) loss_rec_all: 0.2014 (0.2127) loss_rec_sfr: 0.2571 (0.2723) loss_cl: -0.2789 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [07:46:15.577895] Epoch: [382] [ 600/2904] eta: 0:29:49 lr: 0.001387 loss: 0.1790 (0.1866) loss_rec_all: 0.2051 (0.2126) loss_rec_sfr: 0.2599 (0.2720) loss_cl: -0.2796 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [07:46:30.505140] Epoch: [382] [ 620/2904] eta: 0:29:31 lr: 0.001387 loss: 0.1776 (0.1866) loss_rec_all: 0.2037 (0.2126) loss_rec_sfr: 0.2581 (0.2721) loss_cl: -0.2793 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [07:46:45.431790] Epoch: [382] [ 640/2904] eta: 0:29:14 lr: 0.001387 loss: 0.1806 (0.1869) loss_rec_all: 0.2067 (0.2128) loss_rec_sfr: 0.2675 (0.2732) loss_cl: -0.2792 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [07:47:00.361055] Epoch: [382] [ 660/2904] eta: 0:28:56 lr: 0.001387 loss: 0.1860 (0.1874) loss_rec_all: 0.2123 (0.2133) loss_rec_sfr: 0.2612 (0.2745) loss_cl: -0.2794 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [07:47:15.289464] Epoch: [382] [ 680/2904] eta: 0:28:39 lr: 0.001387 loss: 0.1775 (0.1874) loss_rec_all: 0.2035 (0.2134) loss_rec_sfr: 0.2527 (0.2748) loss_cl: -0.2784 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [07:47:30.214358] Epoch: [382] [ 700/2904] eta: 0:28:22 lr: 0.001387 loss: 0.1782 (0.1876) loss_rec_all: 0.2045 (0.2136) loss_rec_sfr: 0.2464 (0.2751) loss_cl: -0.2781 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [07:47:45.144101] Epoch: [382] [ 720/2904] eta: 0:28:05 lr: 0.001387 loss: 0.1763 (0.1874) loss_rec_all: 0.2024 (0.2134) loss_rec_sfr: 0.2492 (0.2743) loss_cl: -0.2790 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [07:48:00.064282] Epoch: [382] [ 740/2904] eta: 0:27:48 lr: 0.001386 loss: 0.1767 (0.1874) loss_rec_all: 0.2032 (0.2134) loss_rec_sfr: 0.2470 (0.2743) loss_cl: -0.2787 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [07:48:14.992081] Epoch: [382] [ 760/2904] eta: 0:27:31 lr: 0.001386 loss: 0.1738 (0.1874) loss_rec_all: 0.2003 (0.2134) loss_rec_sfr: 0.2538 (0.2743) loss_cl: -0.2782 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [07:48:29.921432] Epoch: [382] [ 780/2904] eta: 0:27:14 lr: 0.001386 loss: 0.1755 (0.1874) loss_rec_all: 0.2013 (0.2134) loss_rec_sfr: 0.2204 (0.2741) loss_cl: -0.2767 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [07:48:44.848262] Epoch: [382] [ 800/2904] eta: 0:26:58 lr: 0.001386 loss: 0.1757 (0.1873) loss_rec_all: 0.2018 (0.2132) loss_rec_sfr: 0.2483 (0.2736) loss_cl: -0.2778 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [07:48:59.776179] Epoch: [382] [ 820/2904] eta: 0:26:41 lr: 0.001386 loss: 0.1792 (0.1873) loss_rec_all: 0.2055 (0.2133) loss_rec_sfr: 0.2530 (0.2739) loss_cl: -0.2778 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [07:49:14.696626] Epoch: [382] [ 840/2904] eta: 0:26:25 lr: 0.001386 loss: 0.1751 (0.1873) loss_rec_all: 0.2014 (0.2133) loss_rec_sfr: 0.2527 (0.2737) loss_cl: -0.2794 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [07:49:29.620223] Epoch: [382] [ 860/2904] eta: 0:26:08 lr: 0.001386 loss: 0.1764 (0.1873) loss_rec_all: 0.2026 (0.2133) loss_rec_sfr: 0.2458 (0.2739) loss_cl: -0.2804 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [07:49:44.542082] Epoch: [382] [ 880/2904] eta: 0:25:52 lr: 0.001386 loss: 0.1782 (0.1875) loss_rec_all: 0.2042 (0.2135) loss_rec_sfr: 0.2530 (0.2745) loss_cl: -0.2789 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [07:49:59.462015] Epoch: [382] [ 900/2904] eta: 0:25:36 lr: 0.001386 loss: 0.1760 (0.1873) loss_rec_all: 0.2024 (0.2132) loss_rec_sfr: 0.2181 (0.2735) loss_cl: -0.2774 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [07:50:14.384148] Epoch: [382] [ 920/2904] eta: 0:25:20 lr: 0.001386 loss: 0.1792 (0.1873) loss_rec_all: 0.2052 (0.2133) loss_rec_sfr: 0.2563 (0.2735) loss_cl: -0.2789 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [07:50:29.304616] Epoch: [382] [ 940/2904] eta: 0:25:03 lr: 0.001386 loss: 0.1761 (0.1872) loss_rec_all: 0.2026 (0.2132) loss_rec_sfr: 0.2133 (0.2729) loss_cl: -0.2801 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [07:50:44.225785] Epoch: [382] [ 960/2904] eta: 0:24:47 lr: 0.001386 loss: 0.1796 (0.1871) loss_rec_all: 0.2056 (0.2131) loss_rec_sfr: 0.2590 (0.2726) loss_cl: -0.2790 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [07:50:59.148426] Epoch: [382] [ 980/2904] eta: 0:24:31 lr: 0.001386 loss: 0.1715 (0.1870) loss_rec_all: 0.1981 (0.2130) loss_rec_sfr: 0.2541 (0.2726) loss_cl: -0.2794 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [07:51:14.069824] Epoch: [382] [1000/2904] eta: 0:24:15 lr: 0.001386 loss: 0.1770 (0.1870) loss_rec_all: 0.2034 (0.2129) loss_rec_sfr: 0.2521 (0.2725) loss_cl: -0.2792 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [07:51:28.996924] Epoch: [382] [1020/2904] eta: 0:23:59 lr: 0.001386 loss: 0.1744 (0.1869) loss_rec_all: 0.2010 (0.2129) loss_rec_sfr: 0.2230 (0.2723) loss_cl: -0.2784 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [07:51:43.924311] Epoch: [382] [1040/2904] eta: 0:23:43 lr: 0.001386 loss: 0.1791 (0.1870) loss_rec_all: 0.2058 (0.2130) loss_rec_sfr: 0.2538 (0.2725) loss_cl: -0.2787 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [07:51:58.851934] Epoch: [382] [1060/2904] eta: 0:23:27 lr: 0.001386 loss: 0.1783 (0.1870) loss_rec_all: 0.2047 (0.2130) loss_rec_sfr: 0.2589 (0.2724) loss_cl: -0.2789 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [07:52:13.774045] Epoch: [382] [1080/2904] eta: 0:23:12 lr: 0.001386 loss: 0.1822 (0.1873) loss_rec_all: 0.2084 (0.2133) loss_rec_sfr: 0.2569 (0.2732) loss_cl: -0.2792 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [07:52:28.698599] Epoch: [382] [1100/2904] eta: 0:22:56 lr: 0.001386 loss: 0.1798 (0.1873) loss_rec_all: 0.2059 (0.2133) loss_rec_sfr: 0.2552 (0.2734) loss_cl: -0.2780 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [07:52:43.623969] Epoch: [382] [1120/2904] eta: 0:22:40 lr: 0.001386 loss: 0.1761 (0.1874) loss_rec_all: 0.2026 (0.2133) loss_rec_sfr: 0.2583 (0.2737) loss_cl: -0.2782 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [07:52:58.549345] Epoch: [382] [1140/2904] eta: 0:22:24 lr: 0.001386 loss: 0.1769 (0.1872) loss_rec_all: 0.2029 (0.2132) loss_rec_sfr: 0.2593 (0.2734) loss_cl: -0.2792 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [07:53:13.475011] Epoch: [382] [1160/2904] eta: 0:22:08 lr: 0.001386 loss: 0.1752 (0.1873) loss_rec_all: 0.2014 (0.2132) loss_rec_sfr: 0.2561 (0.2734) loss_cl: -0.2801 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [07:53:28.402283] Epoch: [382] [1180/2904] eta: 0:21:53 lr: 0.001386 loss: 0.1748 (0.1873) loss_rec_all: 0.2006 (0.2133) loss_rec_sfr: 0.2573 (0.2738) loss_cl: -0.2785 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [07:53:43.325859] Epoch: [382] [1200/2904] eta: 0:21:37 lr: 0.001386 loss: 0.1778 (0.1873) loss_rec_all: 0.2039 (0.2133) loss_rec_sfr: 0.2597 (0.2738) loss_cl: -0.2777 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [07:53:58.247336] Epoch: [382] [1220/2904] eta: 0:21:21 lr: 0.001386 loss: 0.1822 (0.1874) loss_rec_all: 0.2080 (0.2134) loss_rec_sfr: 0.2564 (0.2740) loss_cl: -0.2779 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [07:54:13.168650] Epoch: [382] [1240/2904] eta: 0:21:06 lr: 0.001386 loss: 0.1778 (0.1874) loss_rec_all: 0.2043 (0.2134) loss_rec_sfr: 0.2521 (0.2738) loss_cl: -0.2781 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [07:54:28.091094] Epoch: [382] [1260/2904] eta: 0:20:50 lr: 0.001386 loss: 0.1743 (0.1874) loss_rec_all: 0.2006 (0.2133) loss_rec_sfr: 0.2222 (0.2736) loss_cl: -0.2787 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [07:54:43.016108] Epoch: [382] [1280/2904] eta: 0:20:35 lr: 0.001386 loss: 0.1796 (0.1874) loss_rec_all: 0.2056 (0.2134) loss_rec_sfr: 0.2521 (0.2737) loss_cl: -0.2797 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [07:54:57.943498] Epoch: [382] [1300/2904] eta: 0:20:19 lr: 0.001386 loss: 0.1764 (0.1873) loss_rec_all: 0.2025 (0.2132) loss_rec_sfr: 0.2493 (0.2733) loss_cl: -0.2793 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [07:55:12.868290] Epoch: [382] [1320/2904] eta: 0:20:03 lr: 0.001385 loss: 0.1774 (0.1872) loss_rec_all: 0.2032 (0.2131) loss_rec_sfr: 0.2460 (0.2729) loss_cl: -0.2787 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [07:55:27.786868] Epoch: [382] [1340/2904] eta: 0:19:48 lr: 0.001385 loss: 0.1732 (0.1872) loss_rec_all: 0.1995 (0.2131) loss_rec_sfr: 0.2534 (0.2729) loss_cl: -0.2782 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [07:55:42.709176] Epoch: [382] [1360/2904] eta: 0:19:32 lr: 0.001385 loss: 0.1798 (0.1873) loss_rec_all: 0.2062 (0.2132) loss_rec_sfr: 0.2645 (0.2733) loss_cl: -0.2790 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [07:55:57.636418] Epoch: [382] [1380/2904] eta: 0:19:17 lr: 0.001385 loss: 0.1799 (0.1872) loss_rec_all: 0.2062 (0.2132) loss_rec_sfr: 0.2557 (0.2731) loss_cl: -0.2797 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [07:56:12.563220] Epoch: [382] [1400/2904] eta: 0:19:01 lr: 0.001385 loss: 0.1752 (0.1872) loss_rec_all: 0.2013 (0.2131) loss_rec_sfr: 0.2612 (0.2730) loss_cl: -0.2790 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [07:56:27.485693] Epoch: [382] [1420/2904] eta: 0:18:46 lr: 0.001385 loss: 0.1733 (0.1870) loss_rec_all: 0.1996 (0.2130) loss_rec_sfr: 0.2525 (0.2727) loss_cl: -0.2787 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [07:56:42.404701] Epoch: [382] [1440/2904] eta: 0:18:31 lr: 0.001385 loss: 0.1821 (0.1871) loss_rec_all: 0.2080 (0.2131) loss_rec_sfr: 0.2611 (0.2730) loss_cl: -0.2775 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [07:56:57.331684] Epoch: [382] [1460/2904] eta: 0:18:15 lr: 0.001385 loss: 0.1764 (0.1871) loss_rec_all: 0.2026 (0.2130) loss_rec_sfr: 0.2469 (0.2728) loss_cl: -0.2788 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [07:57:12.266417] Epoch: [382] [1480/2904] eta: 0:18:00 lr: 0.001385 loss: 0.1765 (0.1870) loss_rec_all: 0.2032 (0.2130) loss_rec_sfr: 0.2472 (0.2725) loss_cl: -0.2792 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [07:57:27.196922] Epoch: [382] [1500/2904] eta: 0:17:44 lr: 0.001385 loss: 0.1762 (0.1870) loss_rec_all: 0.2023 (0.2129) loss_rec_sfr: 0.2548 (0.2722) loss_cl: -0.2800 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [07:57:42.126661] Epoch: [382] [1520/2904] eta: 0:17:29 lr: 0.001385 loss: 0.1759 (0.1868) loss_rec_all: 0.2021 (0.2128) loss_rec_sfr: 0.2495 (0.2718) loss_cl: -0.2801 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [07:57:57.058636] Epoch: [382] [1540/2904] eta: 0:17:14 lr: 0.001385 loss: 0.1772 (0.1868) loss_rec_all: 0.2032 (0.2128) loss_rec_sfr: 0.2564 (0.2719) loss_cl: -0.2794 (-0.2789) time: 0.7466 data: 0.0002 max mem: 29860 [07:58:11.987239] Epoch: [382] [1560/2904] eta: 0:16:58 lr: 0.001385 loss: 0.1756 (0.1868) loss_rec_all: 0.2018 (0.2128) loss_rec_sfr: 0.2609 (0.2720) loss_cl: -0.2789 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [07:58:26.910796] Epoch: [382] [1580/2904] eta: 0:16:43 lr: 0.001385 loss: 0.1751 (0.1868) loss_rec_all: 0.2019 (0.2128) loss_rec_sfr: 0.2539 (0.2719) loss_cl: -0.2788 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [07:58:41.832233] Epoch: [382] [1600/2904] eta: 0:16:28 lr: 0.001385 loss: 0.1794 (0.1869) loss_rec_all: 0.2053 (0.2129) loss_rec_sfr: 0.2641 (0.2722) loss_cl: -0.2791 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [07:58:56.763402] Epoch: [382] [1620/2904] eta: 0:16:12 lr: 0.001385 loss: 0.1776 (0.1869) loss_rec_all: 0.2036 (0.2129) loss_rec_sfr: 0.2582 (0.2722) loss_cl: -0.2792 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [07:59:11.691143] Epoch: [382] [1640/2904] eta: 0:15:57 lr: 0.001385 loss: 0.1791 (0.1869) loss_rec_all: 0.2050 (0.2129) loss_rec_sfr: 0.2563 (0.2722) loss_cl: -0.2797 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [07:59:26.617497] Epoch: [382] [1660/2904] eta: 0:15:42 lr: 0.001385 loss: 0.1760 (0.1869) loss_rec_all: 0.2022 (0.2129) loss_rec_sfr: 0.2559 (0.2722) loss_cl: -0.2780 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [07:59:41.539635] Epoch: [382] [1680/2904] eta: 0:15:26 lr: 0.001385 loss: 0.1774 (0.1870) loss_rec_all: 0.2033 (0.2129) loss_rec_sfr: 0.2568 (0.2725) loss_cl: -0.2782 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [07:59:56.466214] Epoch: [382] [1700/2904] eta: 0:15:11 lr: 0.001385 loss: 0.1768 (0.1869) loss_rec_all: 0.2028 (0.2129) loss_rec_sfr: 0.2580 (0.2725) loss_cl: -0.2790 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [08:00:11.390195] Epoch: [382] [1720/2904] eta: 0:14:56 lr: 0.001385 loss: 0.1735 (0.1869) loss_rec_all: 0.2000 (0.2129) loss_rec_sfr: 0.2532 (0.2723) loss_cl: -0.2787 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [08:00:26.319120] Epoch: [382] [1740/2904] eta: 0:14:40 lr: 0.001385 loss: 0.1747 (0.1868) loss_rec_all: 0.2008 (0.2128) loss_rec_sfr: 0.2516 (0.2722) loss_cl: -0.2794 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [08:00:41.238383] Epoch: [382] [1760/2904] eta: 0:14:25 lr: 0.001385 loss: 0.1745 (0.1869) loss_rec_all: 0.2005 (0.2128) loss_rec_sfr: 0.2590 (0.2722) loss_cl: -0.2792 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [08:00:56.158426] Epoch: [382] [1780/2904] eta: 0:14:10 lr: 0.001385 loss: 0.1749 (0.1868) loss_rec_all: 0.2014 (0.2128) loss_rec_sfr: 0.2563 (0.2721) loss_cl: -0.2800 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [08:01:11.075643] Epoch: [382] [1800/2904] eta: 0:13:55 lr: 0.001385 loss: 0.1766 (0.1868) loss_rec_all: 0.2032 (0.2128) loss_rec_sfr: 0.2476 (0.2719) loss_cl: -0.2792 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [08:01:25.992914] Epoch: [382] [1820/2904] eta: 0:13:39 lr: 0.001385 loss: 0.1774 (0.1867) loss_rec_all: 0.2035 (0.2127) loss_rec_sfr: 0.2603 (0.2718) loss_cl: -0.2783 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [08:01:40.910564] Epoch: [382] [1840/2904] eta: 0:13:24 lr: 0.001385 loss: 0.1792 (0.1868) loss_rec_all: 0.2053 (0.2128) loss_rec_sfr: 0.2647 (0.2723) loss_cl: -0.2794 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [08:01:55.830638] Epoch: [382] [1860/2904] eta: 0:13:09 lr: 0.001385 loss: 0.1767 (0.1868) loss_rec_all: 0.2028 (0.2128) loss_rec_sfr: 0.2532 (0.2721) loss_cl: -0.2798 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [08:02:10.757523] Epoch: [382] [1880/2904] eta: 0:12:54 lr: 0.001385 loss: 0.1825 (0.1869) loss_rec_all: 0.2086 (0.2129) loss_rec_sfr: 0.2613 (0.2725) loss_cl: -0.2794 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [08:02:25.685351] Epoch: [382] [1900/2904] eta: 0:12:38 lr: 0.001385 loss: 0.1770 (0.1869) loss_rec_all: 0.2029 (0.2128) loss_rec_sfr: 0.2667 (0.2726) loss_cl: -0.2784 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [08:02:40.604775] Epoch: [382] [1920/2904] eta: 0:12:23 lr: 0.001384 loss: 0.1814 (0.1869) loss_rec_all: 0.2072 (0.2129) loss_rec_sfr: 0.2652 (0.2727) loss_cl: -0.2784 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [08:02:55.529889] Epoch: [382] [1940/2904] eta: 0:12:08 lr: 0.001384 loss: 0.1807 (0.1869) loss_rec_all: 0.2067 (0.2129) loss_rec_sfr: 0.2522 (0.2728) loss_cl: -0.2788 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [08:03:10.452619] Epoch: [382] [1960/2904] eta: 0:11:53 lr: 0.001384 loss: 0.1783 (0.1870) loss_rec_all: 0.2045 (0.2130) loss_rec_sfr: 0.2659 (0.2730) loss_cl: -0.2787 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [08:03:25.376369] Epoch: [382] [1980/2904] eta: 0:11:38 lr: 0.001384 loss: 0.1781 (0.1870) loss_rec_all: 0.2046 (0.2130) loss_rec_sfr: 0.2578 (0.2731) loss_cl: -0.2795 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [08:03:40.297505] Epoch: [382] [2000/2904] eta: 0:11:22 lr: 0.001384 loss: 0.1841 (0.1871) loss_rec_all: 0.2102 (0.2131) loss_rec_sfr: 0.2721 (0.2735) loss_cl: -0.2789 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [08:03:55.220472] Epoch: [382] [2020/2904] eta: 0:11:07 lr: 0.001384 loss: 0.1776 (0.1872) loss_rec_all: 0.2039 (0.2131) loss_rec_sfr: 0.2604 (0.2736) loss_cl: -0.2789 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [08:04:10.144299] Epoch: [382] [2040/2904] eta: 0:10:52 lr: 0.001384 loss: 0.1767 (0.1872) loss_rec_all: 0.2027 (0.2131) loss_rec_sfr: 0.2516 (0.2736) loss_cl: -0.2787 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [08:04:25.070667] Epoch: [382] [2060/2904] eta: 0:10:37 lr: 0.001384 loss: 0.1774 (0.1872) loss_rec_all: 0.2035 (0.2131) loss_rec_sfr: 0.2567 (0.2735) loss_cl: -0.2788 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [08:04:39.991666] Epoch: [382] [2080/2904] eta: 0:10:22 lr: 0.001384 loss: 0.1778 (0.1872) loss_rec_all: 0.2040 (0.2132) loss_rec_sfr: 0.2560 (0.2737) loss_cl: -0.2796 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [08:04:54.911515] Epoch: [382] [2100/2904] eta: 0:10:06 lr: 0.001384 loss: 0.1747 (0.1872) loss_rec_all: 0.2012 (0.2132) loss_rec_sfr: 0.2509 (0.2738) loss_cl: -0.2791 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [08:05:09.832316] Epoch: [382] [2120/2904] eta: 0:09:51 lr: 0.001384 loss: 0.1802 (0.1873) loss_rec_all: 0.2062 (0.2133) loss_rec_sfr: 0.2598 (0.2739) loss_cl: -0.2788 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [08:05:24.752289] Epoch: [382] [2140/2904] eta: 0:09:36 lr: 0.001384 loss: 0.1798 (0.1873) loss_rec_all: 0.2064 (0.2133) loss_rec_sfr: 0.2510 (0.2739) loss_cl: -0.2785 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [08:05:39.680195] Epoch: [382] [2160/2904] eta: 0:09:21 lr: 0.001384 loss: 0.1738 (0.1872) loss_rec_all: 0.2000 (0.2132) loss_rec_sfr: 0.2514 (0.2737) loss_cl: -0.2789 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [08:05:54.604281] Epoch: [382] [2180/2904] eta: 0:09:06 lr: 0.001384 loss: 0.1765 (0.1872) loss_rec_all: 0.2027 (0.2132) loss_rec_sfr: 0.2544 (0.2736) loss_cl: -0.2791 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [08:06:09.533679] Epoch: [382] [2200/2904] eta: 0:08:51 lr: 0.001384 loss: 0.1742 (0.1871) loss_rec_all: 0.2004 (0.2131) loss_rec_sfr: 0.2280 (0.2735) loss_cl: -0.2792 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [08:06:24.465122] Epoch: [382] [2220/2904] eta: 0:08:36 lr: 0.001384 loss: 0.1774 (0.1871) loss_rec_all: 0.2033 (0.2130) loss_rec_sfr: 0.2535 (0.2732) loss_cl: -0.2788 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [08:06:39.391939] Epoch: [382] [2240/2904] eta: 0:08:20 lr: 0.001384 loss: 0.1797 (0.1871) loss_rec_all: 0.2057 (0.2131) loss_rec_sfr: 0.2567 (0.2732) loss_cl: -0.2793 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [08:06:54.318874] Epoch: [382] [2260/2904] eta: 0:08:05 lr: 0.001384 loss: 0.1747 (0.1870) loss_rec_all: 0.2011 (0.2130) loss_rec_sfr: 0.2228 (0.2730) loss_cl: -0.2792 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [08:07:09.239482] Epoch: [382] [2280/2904] eta: 0:07:50 lr: 0.001384 loss: 0.1788 (0.1871) loss_rec_all: 0.2049 (0.2131) loss_rec_sfr: 0.2514 (0.2733) loss_cl: -0.2785 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [08:07:24.159740] Epoch: [382] [2300/2904] eta: 0:07:35 lr: 0.001384 loss: 0.1765 (0.1871) loss_rec_all: 0.2028 (0.2131) loss_rec_sfr: 0.2516 (0.2732) loss_cl: -0.2787 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [08:07:39.081322] Epoch: [382] [2320/2904] eta: 0:07:20 lr: 0.001384 loss: 0.1770 (0.1872) loss_rec_all: 0.2031 (0.2132) loss_rec_sfr: 0.2576 (0.2735) loss_cl: -0.2779 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [08:07:54.002468] Epoch: [382] [2340/2904] eta: 0:07:05 lr: 0.001384 loss: 0.1738 (0.1871) loss_rec_all: 0.2004 (0.2131) loss_rec_sfr: 0.2150 (0.2731) loss_cl: -0.2786 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [08:08:08.918140] Epoch: [382] [2360/2904] eta: 0:06:50 lr: 0.001384 loss: 0.1808 (0.1872) loss_rec_all: 0.2068 (0.2132) loss_rec_sfr: 0.2604 (0.2735) loss_cl: -0.2788 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [08:08:23.841441] Epoch: [382] [2380/2904] eta: 0:06:35 lr: 0.001384 loss: 0.1776 (0.1872) loss_rec_all: 0.2036 (0.2132) loss_rec_sfr: 0.2568 (0.2735) loss_cl: -0.2793 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [08:08:38.770194] Epoch: [382] [2400/2904] eta: 0:06:19 lr: 0.001384 loss: 0.1786 (0.1872) loss_rec_all: 0.2051 (0.2132) loss_rec_sfr: 0.2570 (0.2734) loss_cl: -0.2790 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [08:08:53.698166] Epoch: [382] [2420/2904] eta: 0:06:04 lr: 0.001384 loss: 0.1759 (0.1872) loss_rec_all: 0.2022 (0.2132) loss_rec_sfr: 0.2284 (0.2734) loss_cl: -0.2789 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [08:09:08.622197] Epoch: [382] [2440/2904] eta: 0:05:49 lr: 0.001384 loss: 0.1763 (0.1872) loss_rec_all: 0.2026 (0.2132) loss_rec_sfr: 0.2496 (0.2733) loss_cl: -0.2790 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [08:09:23.537930] Epoch: [382] [2460/2904] eta: 0:05:34 lr: 0.001384 loss: 0.1774 (0.1872) loss_rec_all: 0.2033 (0.2132) loss_rec_sfr: 0.2568 (0.2732) loss_cl: -0.2792 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [08:09:38.456891] Epoch: [382] [2480/2904] eta: 0:05:19 lr: 0.001384 loss: 0.1769 (0.1872) loss_rec_all: 0.2029 (0.2131) loss_rec_sfr: 0.2543 (0.2731) loss_cl: -0.2789 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [08:09:53.380298] Epoch: [382] [2500/2904] eta: 0:05:04 lr: 0.001384 loss: 0.1785 (0.1872) loss_rec_all: 0.2044 (0.2132) loss_rec_sfr: 0.2593 (0.2732) loss_cl: -0.2791 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [08:10:08.303767] Epoch: [382] [2520/2904] eta: 0:04:49 lr: 0.001383 loss: 0.1796 (0.1872) loss_rec_all: 0.2059 (0.2132) loss_rec_sfr: 0.2588 (0.2733) loss_cl: -0.2793 (-0.2789) time: 0.7461 data: 0.0003 max mem: 29860 [08:10:23.368245] Epoch: [382] [2540/2904] eta: 0:04:34 lr: 0.001383 loss: 0.1777 (0.1872) loss_rec_all: 0.2037 (0.2132) loss_rec_sfr: 0.2532 (0.2733) loss_cl: -0.2792 (-0.2789) time: 0.7532 data: 0.0003 max mem: 29860 [08:10:38.288448] Epoch: [382] [2560/2904] eta: 0:04:19 lr: 0.001383 loss: 0.1799 (0.1873) loss_rec_all: 0.2060 (0.2133) loss_rec_sfr: 0.2582 (0.2736) loss_cl: -0.2788 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [08:10:53.202930] Epoch: [382] [2580/2904] eta: 0:04:04 lr: 0.001383 loss: 0.1814 (0.1875) loss_rec_all: 0.2075 (0.2134) loss_rec_sfr: 0.2663 (0.2741) loss_cl: -0.2784 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [08:11:08.119988] Epoch: [382] [2600/2904] eta: 0:03:48 lr: 0.001383 loss: 0.1772 (0.1874) loss_rec_all: 0.2038 (0.2134) loss_rec_sfr: 0.2558 (0.2740) loss_cl: -0.2793 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [08:11:23.033182] Epoch: [382] [2620/2904] eta: 0:03:33 lr: 0.001383 loss: 0.1804 (0.1874) loss_rec_all: 0.2070 (0.2134) loss_rec_sfr: 0.2492 (0.2739) loss_cl: -0.2787 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [08:11:37.946158] Epoch: [382] [2640/2904] eta: 0:03:18 lr: 0.001383 loss: 0.1774 (0.1874) loss_rec_all: 0.2034 (0.2133) loss_rec_sfr: 0.2597 (0.2738) loss_cl: -0.2785 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [08:11:52.863334] Epoch: [382] [2660/2904] eta: 0:03:03 lr: 0.001383 loss: 0.1789 (0.1874) loss_rec_all: 0.2053 (0.2133) loss_rec_sfr: 0.2551 (0.2738) loss_cl: -0.2785 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [08:12:07.777766] Epoch: [382] [2680/2904] eta: 0:02:48 lr: 0.001383 loss: 0.1757 (0.1873) loss_rec_all: 0.2017 (0.2133) loss_rec_sfr: 0.2529 (0.2737) loss_cl: -0.2789 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [08:12:22.694077] Epoch: [382] [2700/2904] eta: 0:02:33 lr: 0.001383 loss: 0.1771 (0.1873) loss_rec_all: 0.2037 (0.2133) loss_rec_sfr: 0.2501 (0.2735) loss_cl: -0.2789 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [08:12:37.616147] Epoch: [382] [2720/2904] eta: 0:02:18 lr: 0.001383 loss: 0.1811 (0.1873) loss_rec_all: 0.2074 (0.2133) loss_rec_sfr: 0.2568 (0.2736) loss_cl: -0.2797 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [08:12:52.535736] Epoch: [382] [2740/2904] eta: 0:02:03 lr: 0.001383 loss: 0.1752 (0.1874) loss_rec_all: 0.2019 (0.2134) loss_rec_sfr: 0.2615 (0.2738) loss_cl: -0.2788 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [08:13:07.454203] Epoch: [382] [2760/2904] eta: 0:01:48 lr: 0.001383 loss: 0.1791 (0.1874) loss_rec_all: 0.2052 (0.2133) loss_rec_sfr: 0.2540 (0.2736) loss_cl: -0.2795 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [08:13:22.367932] Epoch: [382] [2780/2904] eta: 0:01:33 lr: 0.001383 loss: 0.1754 (0.1873) loss_rec_all: 0.2019 (0.2133) loss_rec_sfr: 0.2537 (0.2736) loss_cl: -0.2789 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [08:13:37.277755] Epoch: [382] [2800/2904] eta: 0:01:18 lr: 0.001383 loss: 0.1745 (0.1873) loss_rec_all: 0.2010 (0.2133) loss_rec_sfr: 0.2416 (0.2735) loss_cl: -0.2794 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [08:13:52.192624] Epoch: [382] [2820/2904] eta: 0:01:03 lr: 0.001383 loss: 0.1776 (0.1873) loss_rec_all: 0.2039 (0.2132) loss_rec_sfr: 0.2613 (0.2733) loss_cl: -0.2796 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [08:14:07.146237] Epoch: [382] [2840/2904] eta: 0:00:48 lr: 0.001383 loss: 0.1735 (0.1872) loss_rec_all: 0.2001 (0.2132) loss_rec_sfr: 0.2189 (0.2731) loss_cl: -0.2788 (-0.2789) time: 0.7476 data: 0.0023 max mem: 29860 [08:14:22.044056] Epoch: [382] [2860/2904] eta: 0:00:33 lr: 0.001383 loss: 0.1778 (0.1871) loss_rec_all: 0.2041 (0.2131) loss_rec_sfr: 0.2514 (0.2729) loss_cl: -0.2784 (-0.2789) time: 0.7449 data: 0.0001 max mem: 29860 [08:14:36.943872] Epoch: [382] [2880/2904] eta: 0:00:18 lr: 0.001383 loss: 0.1760 (0.1871) loss_rec_all: 0.2021 (0.2131) loss_rec_sfr: 0.2462 (0.2729) loss_cl: -0.2785 (-0.2789) time: 0.7450 data: 0.0001 max mem: 29860 [08:14:51.843245] Epoch: [382] [2900/2904] eta: 0:00:03 lr: 0.001383 loss: 0.1750 (0.1871) loss_rec_all: 0.2011 (0.2131) loss_rec_sfr: 0.2561 (0.2729) loss_cl: -0.2790 (-0.2789) time: 0.7449 data: 0.0001 max mem: 29860 [08:14:54.086823] Epoch: [382] [2903/2904] eta: 0:00:00 lr: 0.001383 loss: 0.1757 (0.1871) loss_rec_all: 0.2018 (0.2131) loss_rec_sfr: 0.2449 (0.2728) loss_cl: -0.2794 (-0.2789) time: 0.7450 data: 0.0001 max mem: 29860 [08:14:56.190539] Epoch: [382] Total time: 0:36:27 (0.7533 s / it) [08:14:56.194047] Averaged stats: lr: 0.001383 loss: 0.1757 (0.1896) loss_rec_all: 0.2018 (0.2133) loss_rec_sfr: 0.2449 (0.2730) loss_cl: -0.2794 (-0.2556) [08:14:56.198857] log_dir: ./checkpoint/VF2_ViT-B [08:15:13.328394] Epoch: [383] [ 0/2904] eta: 13:49:02 lr: 0.001383 loss: 0.1687 (0.1687) loss_rec_all: 0.1948 (0.1948) loss_rec_sfr: 0.2510 (0.2510) loss_cl: -0.2791 (-0.2791) time: 17.1289 data: 15.5931 max mem: 29860 [08:15:29.486977] Epoch: [383] [ 20/2904] eta: 1:16:11 lr: 0.001383 loss: 0.1756 (0.1835) loss_rec_all: 0.2018 (0.2096) loss_rec_sfr: 0.2473 (0.2617) loss_cl: -0.2791 (-0.2790) time: 0.8079 data: 0.0002 max mem: 29860 [08:15:44.368273] Epoch: [383] [ 40/2904] eta: 0:56:04 lr: 0.001383 loss: 0.1801 (0.1847) loss_rec_all: 0.2059 (0.2107) loss_rec_sfr: 0.2540 (0.2675) loss_cl: -0.2787 (-0.2789) time: 0.7440 data: 0.0002 max mem: 29860 [08:15:59.249999] Epoch: [383] [ 60/2904] eta: 0:48:59 lr: 0.001383 loss: 0.1749 (0.1866) loss_rec_all: 0.2015 (0.2126) loss_rec_sfr: 0.2582 (0.2762) loss_cl: -0.2794 (-0.2791) time: 0.7440 data: 0.0002 max mem: 29860 [08:16:14.144739] Epoch: [383] [ 80/2904] eta: 0:45:17 lr: 0.001383 loss: 0.1792 (0.1865) loss_rec_all: 0.2054 (0.2125) loss_rec_sfr: 0.2487 (0.2729) loss_cl: -0.2784 (-0.2790) time: 0.7447 data: 0.0002 max mem: 29860 [08:16:29.075808] Epoch: [383] [ 100/2904] eta: 0:42:58 lr: 0.001383 loss: 0.1808 (0.1888) loss_rec_all: 0.2068 (0.2147) loss_rec_sfr: 0.2594 (0.2806) loss_cl: -0.2786 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [08:16:43.998365] Epoch: [383] [ 120/2904] eta: 0:41:20 lr: 0.001383 loss: 0.1767 (0.1868) loss_rec_all: 0.2028 (0.2128) loss_rec_sfr: 0.2498 (0.2729) loss_cl: -0.2788 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [08:16:58.920486] Epoch: [383] [ 140/2904] eta: 0:40:05 lr: 0.001383 loss: 0.1773 (0.1866) loss_rec_all: 0.2036 (0.2126) loss_rec_sfr: 0.2539 (0.2718) loss_cl: -0.2796 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [08:17:13.839199] Epoch: [383] [ 160/2904] eta: 0:39:05 lr: 0.001383 loss: 0.1756 (0.1868) loss_rec_all: 0.2019 (0.2128) loss_rec_sfr: 0.2543 (0.2722) loss_cl: -0.2793 (-0.2790) time: 0.7459 data: 0.0002 max mem: 29860 [08:17:28.755884] Epoch: [383] [ 180/2904] eta: 0:38:15 lr: 0.001383 loss: 0.1769 (0.1870) loss_rec_all: 0.2031 (0.2130) loss_rec_sfr: 0.2497 (0.2724) loss_cl: -0.2789 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [08:17:43.696725] Epoch: [383] [ 200/2904] eta: 0:37:33 lr: 0.001382 loss: 0.1842 (0.1879) loss_rec_all: 0.2101 (0.2139) loss_rec_sfr: 0.2625 (0.2757) loss_cl: -0.2785 (-0.2789) time: 0.7470 data: 0.0002 max mem: 29860 [08:17:58.609271] Epoch: [383] [ 220/2904] eta: 0:36:55 lr: 0.001382 loss: 0.1761 (0.1876) loss_rec_all: 0.2022 (0.2136) loss_rec_sfr: 0.2617 (0.2757) loss_cl: -0.2787 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [08:18:13.527721] Epoch: [383] [ 240/2904] eta: 0:36:21 lr: 0.001382 loss: 0.1751 (0.1870) loss_rec_all: 0.2010 (0.2130) loss_rec_sfr: 0.2102 (0.2728) loss_cl: -0.2789 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [08:18:28.442525] Epoch: [383] [ 260/2904] eta: 0:35:49 lr: 0.001382 loss: 0.1759 (0.1869) loss_rec_all: 0.2023 (0.2129) loss_rec_sfr: 0.2178 (0.2719) loss_cl: -0.2791 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [08:18:43.372508] Epoch: [383] [ 280/2904] eta: 0:35:21 lr: 0.001382 loss: 0.1793 (0.1872) loss_rec_all: 0.2053 (0.2131) loss_rec_sfr: 0.2559 (0.2724) loss_cl: -0.2792 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [08:18:58.290272] Epoch: [383] [ 300/2904] eta: 0:34:54 lr: 0.001382 loss: 0.1798 (0.1871) loss_rec_all: 0.2058 (0.2131) loss_rec_sfr: 0.2616 (0.2726) loss_cl: -0.2787 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [08:19:13.206968] Epoch: [383] [ 320/2904] eta: 0:34:28 lr: 0.001382 loss: 0.1747 (0.1869) loss_rec_all: 0.2008 (0.2129) loss_rec_sfr: 0.2452 (0.2717) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [08:19:28.121448] Epoch: [383] [ 340/2904] eta: 0:34:04 lr: 0.001382 loss: 0.1767 (0.1866) loss_rec_all: 0.2027 (0.2126) loss_rec_sfr: 0.2510 (0.2705) loss_cl: -0.2796 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [08:19:43.029261] Epoch: [383] [ 360/2904] eta: 0:33:41 lr: 0.001382 loss: 0.1792 (0.1867) loss_rec_all: 0.2055 (0.2127) loss_rec_sfr: 0.2545 (0.2709) loss_cl: -0.2787 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [08:19:57.941618] Epoch: [383] [ 380/2904] eta: 0:33:18 lr: 0.001382 loss: 0.1811 (0.1876) loss_rec_all: 0.2071 (0.2136) loss_rec_sfr: 0.2651 (0.2745) loss_cl: -0.2786 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [08:20:12.862190] Epoch: [383] [ 400/2904] eta: 0:32:57 lr: 0.001382 loss: 0.1778 (0.1875) loss_rec_all: 0.2041 (0.2134) loss_rec_sfr: 0.2553 (0.2741) loss_cl: -0.2786 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [08:20:27.782526] Epoch: [383] [ 420/2904] eta: 0:32:36 lr: 0.001382 loss: 0.1757 (0.1877) loss_rec_all: 0.2022 (0.2136) loss_rec_sfr: 0.2522 (0.2748) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0003 max mem: 29860 [08:20:42.698842] Epoch: [383] [ 440/2904] eta: 0:32:15 lr: 0.001382 loss: 0.1785 (0.1877) loss_rec_all: 0.2045 (0.2137) loss_rec_sfr: 0.2556 (0.2749) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [08:20:57.620738] Epoch: [383] [ 460/2904] eta: 0:31:55 lr: 0.001382 loss: 0.1786 (0.1880) loss_rec_all: 0.2051 (0.2140) loss_rec_sfr: 0.2470 (0.2756) loss_cl: -0.2795 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [08:21:12.538544] Epoch: [383] [ 480/2904] eta: 0:31:36 lr: 0.001382 loss: 0.1800 (0.1878) loss_rec_all: 0.2062 (0.2138) loss_rec_sfr: 0.2596 (0.2751) loss_cl: -0.2795 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [08:21:27.451400] Epoch: [383] [ 500/2904] eta: 0:31:17 lr: 0.001382 loss: 0.1786 (0.1879) loss_rec_all: 0.2050 (0.2139) loss_rec_sfr: 0.2558 (0.2753) loss_cl: -0.2789 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [08:21:42.367211] Epoch: [383] [ 520/2904] eta: 0:30:58 lr: 0.001382 loss: 0.1810 (0.1882) loss_rec_all: 0.2069 (0.2141) loss_rec_sfr: 0.2542 (0.2758) loss_cl: -0.2787 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [08:21:57.288818] Epoch: [383] [ 540/2904] eta: 0:30:39 lr: 0.001382 loss: 0.1799 (0.1882) loss_rec_all: 0.2059 (0.2142) loss_rec_sfr: 0.2563 (0.2757) loss_cl: -0.2785 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [08:22:12.204375] Epoch: [383] [ 560/2904] eta: 0:30:21 lr: 0.001382 loss: 0.1784 (0.1882) loss_rec_all: 0.2045 (0.2141) loss_rec_sfr: 0.2562 (0.2755) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [08:22:27.117235] Epoch: [383] [ 580/2904] eta: 0:30:03 lr: 0.001382 loss: 0.1738 (0.1880) loss_rec_all: 0.2000 (0.2140) loss_rec_sfr: 0.2431 (0.2751) loss_cl: -0.2794 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [08:22:42.035223] Epoch: [383] [ 600/2904] eta: 0:29:45 lr: 0.001382 loss: 0.1767 (0.1878) loss_rec_all: 0.2029 (0.2137) loss_rec_sfr: 0.2476 (0.2741) loss_cl: -0.2790 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [08:22:56.957033] Epoch: [383] [ 620/2904] eta: 0:29:28 lr: 0.001382 loss: 0.1740 (0.1878) loss_rec_all: 0.2004 (0.2137) loss_rec_sfr: 0.2485 (0.2742) loss_cl: -0.2793 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [08:23:11.874303] Epoch: [383] [ 640/2904] eta: 0:29:10 lr: 0.001382 loss: 0.1756 (0.1877) loss_rec_all: 0.2019 (0.2137) loss_rec_sfr: 0.2613 (0.2743) loss_cl: -0.2794 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [08:23:26.793302] Epoch: [383] [ 660/2904] eta: 0:28:53 lr: 0.001382 loss: 0.1757 (0.1878) loss_rec_all: 0.2018 (0.2138) loss_rec_sfr: 0.2619 (0.2750) loss_cl: -0.2784 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [08:23:41.709978] Epoch: [383] [ 680/2904] eta: 0:28:36 lr: 0.001382 loss: 0.1763 (0.1877) loss_rec_all: 0.2025 (0.2137) loss_rec_sfr: 0.2547 (0.2745) loss_cl: -0.2788 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [08:23:56.628660] Epoch: [383] [ 700/2904] eta: 0:28:19 lr: 0.001382 loss: 0.1739 (0.1876) loss_rec_all: 0.2000 (0.2136) loss_rec_sfr: 0.2513 (0.2743) loss_cl: -0.2793 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [08:24:11.546036] Epoch: [383] [ 720/2904] eta: 0:28:02 lr: 0.001382 loss: 0.1753 (0.1874) loss_rec_all: 0.2017 (0.2134) loss_rec_sfr: 0.2517 (0.2739) loss_cl: -0.2793 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [08:24:26.470243] Epoch: [383] [ 740/2904] eta: 0:27:45 lr: 0.001382 loss: 0.1781 (0.1874) loss_rec_all: 0.2041 (0.2134) loss_rec_sfr: 0.2546 (0.2738) loss_cl: -0.2794 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [08:24:41.394941] Epoch: [383] [ 760/2904] eta: 0:27:28 lr: 0.001382 loss: 0.1761 (0.1874) loss_rec_all: 0.2022 (0.2133) loss_rec_sfr: 0.2545 (0.2737) loss_cl: -0.2786 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [08:24:56.313133] Epoch: [383] [ 780/2904] eta: 0:27:11 lr: 0.001382 loss: 0.1778 (0.1874) loss_rec_all: 0.2041 (0.2134) loss_rec_sfr: 0.2489 (0.2736) loss_cl: -0.2786 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [08:25:11.228188] Epoch: [383] [ 800/2904] eta: 0:26:55 lr: 0.001381 loss: 0.1770 (0.1875) loss_rec_all: 0.2034 (0.2135) loss_rec_sfr: 0.2613 (0.2743) loss_cl: -0.2787 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [08:25:26.143377] Epoch: [383] [ 820/2904] eta: 0:26:38 lr: 0.001381 loss: 0.1752 (0.1875) loss_rec_all: 0.2012 (0.2135) loss_rec_sfr: 0.2187 (0.2742) loss_cl: -0.2783 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [08:25:41.055920] Epoch: [383] [ 840/2904] eta: 0:26:22 lr: 0.001381 loss: 0.1794 (0.1875) loss_rec_all: 0.2054 (0.2135) loss_rec_sfr: 0.2558 (0.2741) loss_cl: -0.2788 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [08:25:55.973214] Epoch: [383] [ 860/2904] eta: 0:26:06 lr: 0.001381 loss: 0.1811 (0.1878) loss_rec_all: 0.2070 (0.2137) loss_rec_sfr: 0.2592 (0.2749) loss_cl: -0.2787 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [08:26:10.887585] Epoch: [383] [ 880/2904] eta: 0:25:49 lr: 0.001381 loss: 0.1767 (0.1880) loss_rec_all: 0.2028 (0.2139) loss_rec_sfr: 0.2587 (0.2757) loss_cl: -0.2792 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [08:26:25.802992] Epoch: [383] [ 900/2904] eta: 0:25:33 lr: 0.001381 loss: 0.1784 (0.1881) loss_rec_all: 0.2049 (0.2140) loss_rec_sfr: 0.2554 (0.2756) loss_cl: -0.2796 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [08:26:40.720549] Epoch: [383] [ 920/2904] eta: 0:25:17 lr: 0.001381 loss: 0.1811 (0.1882) loss_rec_all: 0.2072 (0.2141) loss_rec_sfr: 0.2564 (0.2760) loss_cl: -0.2788 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [08:26:55.637948] Epoch: [383] [ 940/2904] eta: 0:25:01 lr: 0.001381 loss: 0.1783 (0.1881) loss_rec_all: 0.2045 (0.2141) loss_rec_sfr: 0.2259 (0.2758) loss_cl: -0.2794 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [08:27:10.553312] Epoch: [383] [ 960/2904] eta: 0:24:45 lr: 0.001381 loss: 0.1771 (0.1880) loss_rec_all: 0.2030 (0.2139) loss_rec_sfr: 0.2559 (0.2754) loss_cl: -0.2784 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [08:27:25.471646] Epoch: [383] [ 980/2904] eta: 0:24:29 lr: 0.001381 loss: 0.1786 (0.1881) loss_rec_all: 0.2047 (0.2140) loss_rec_sfr: 0.2623 (0.2758) loss_cl: -0.2792 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [08:27:40.391132] Epoch: [383] [1000/2904] eta: 0:24:13 lr: 0.001381 loss: 0.1804 (0.1881) loss_rec_all: 0.2064 (0.2140) loss_rec_sfr: 0.2581 (0.2758) loss_cl: -0.2790 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [08:27:55.311555] Epoch: [383] [1020/2904] eta: 0:23:57 lr: 0.001381 loss: 0.1758 (0.1880) loss_rec_all: 0.2019 (0.2140) loss_rec_sfr: 0.2558 (0.2757) loss_cl: -0.2787 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [08:28:10.227624] Epoch: [383] [1040/2904] eta: 0:23:41 lr: 0.001381 loss: 0.1793 (0.1879) loss_rec_all: 0.2050 (0.2139) loss_rec_sfr: 0.2499 (0.2754) loss_cl: -0.2779 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [08:28:25.144936] Epoch: [383] [1060/2904] eta: 0:23:25 lr: 0.001381 loss: 0.1763 (0.1878) loss_rec_all: 0.2021 (0.2138) loss_rec_sfr: 0.2556 (0.2752) loss_cl: -0.2782 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [08:28:40.064855] Epoch: [383] [1080/2904] eta: 0:23:10 lr: 0.001381 loss: 0.1825 (0.1879) loss_rec_all: 0.2085 (0.2139) loss_rec_sfr: 0.2597 (0.2754) loss_cl: -0.2790 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [08:28:54.980285] Epoch: [383] [1100/2904] eta: 0:22:54 lr: 0.001381 loss: 0.1784 (0.1879) loss_rec_all: 0.2046 (0.2139) loss_rec_sfr: 0.2582 (0.2754) loss_cl: -0.2797 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [08:29:09.897061] Epoch: [383] [1120/2904] eta: 0:22:38 lr: 0.001381 loss: 0.1831 (0.1880) loss_rec_all: 0.2091 (0.2140) loss_rec_sfr: 0.2565 (0.2758) loss_cl: -0.2795 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [08:29:24.815027] Epoch: [383] [1140/2904] eta: 0:22:22 lr: 0.001381 loss: 0.1769 (0.1881) loss_rec_all: 0.2029 (0.2140) loss_rec_sfr: 0.2447 (0.2757) loss_cl: -0.2788 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [08:29:39.733032] Epoch: [383] [1160/2904] eta: 0:22:07 lr: 0.001381 loss: 0.1789 (0.1881) loss_rec_all: 0.2049 (0.2140) loss_rec_sfr: 0.2572 (0.2758) loss_cl: -0.2788 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [08:29:54.646927] Epoch: [383] [1180/2904] eta: 0:21:51 lr: 0.001381 loss: 0.1764 (0.1880) loss_rec_all: 0.2029 (0.2140) loss_rec_sfr: 0.2130 (0.2752) loss_cl: -0.2786 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [08:30:09.561755] Epoch: [383] [1200/2904] eta: 0:21:35 lr: 0.001381 loss: 0.1759 (0.1880) loss_rec_all: 0.2021 (0.2139) loss_rec_sfr: 0.2481 (0.2749) loss_cl: -0.2787 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [08:30:24.475152] Epoch: [383] [1220/2904] eta: 0:21:20 lr: 0.001381 loss: 0.1745 (0.1879) loss_rec_all: 0.2005 (0.2138) loss_rec_sfr: 0.2458 (0.2744) loss_cl: -0.2795 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [08:30:39.395281] Epoch: [383] [1240/2904] eta: 0:21:04 lr: 0.001381 loss: 0.1770 (0.1878) loss_rec_all: 0.2031 (0.2138) loss_rec_sfr: 0.2564 (0.2744) loss_cl: -0.2790 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [08:30:54.310134] Epoch: [383] [1260/2904] eta: 0:20:49 lr: 0.001381 loss: 0.1801 (0.1879) loss_rec_all: 0.2065 (0.2139) loss_rec_sfr: 0.2614 (0.2748) loss_cl: -0.2785 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [08:31:09.229514] Epoch: [383] [1280/2904] eta: 0:20:33 lr: 0.001381 loss: 0.1766 (0.1878) loss_rec_all: 0.2031 (0.2138) loss_rec_sfr: 0.2089 (0.2743) loss_cl: -0.2784 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [08:31:24.149177] Epoch: [383] [1300/2904] eta: 0:20:17 lr: 0.001381 loss: 0.1755 (0.1877) loss_rec_all: 0.2022 (0.2137) loss_rec_sfr: 0.2553 (0.2741) loss_cl: -0.2791 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [08:31:39.065748] Epoch: [383] [1320/2904] eta: 0:20:02 lr: 0.001381 loss: 0.1791 (0.1878) loss_rec_all: 0.2053 (0.2138) loss_rec_sfr: 0.2542 (0.2745) loss_cl: -0.2790 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [08:31:53.981306] Epoch: [383] [1340/2904] eta: 0:19:46 lr: 0.001381 loss: 0.1759 (0.1878) loss_rec_all: 0.2020 (0.2138) loss_rec_sfr: 0.2529 (0.2743) loss_cl: -0.2789 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [08:32:08.900131] Epoch: [383] [1360/2904] eta: 0:19:31 lr: 0.001381 loss: 0.1759 (0.1876) loss_rec_all: 0.2024 (0.2136) loss_rec_sfr: 0.2210 (0.2736) loss_cl: -0.2792 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [08:32:23.818001] Epoch: [383] [1380/2904] eta: 0:19:16 lr: 0.001380 loss: 0.1768 (0.1876) loss_rec_all: 0.2029 (0.2136) loss_rec_sfr: 0.2540 (0.2737) loss_cl: -0.2792 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [08:32:38.732876] Epoch: [383] [1400/2904] eta: 0:19:00 lr: 0.001380 loss: 0.1786 (0.1876) loss_rec_all: 0.2050 (0.2136) loss_rec_sfr: 0.2580 (0.2735) loss_cl: -0.2796 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [08:32:53.644155] Epoch: [383] [1420/2904] eta: 0:18:45 lr: 0.001380 loss: 0.1732 (0.1877) loss_rec_all: 0.1994 (0.2136) loss_rec_sfr: 0.2483 (0.2736) loss_cl: -0.2789 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [08:33:08.555658] Epoch: [383] [1440/2904] eta: 0:18:29 lr: 0.001380 loss: 0.1803 (0.1879) loss_rec_all: 0.2063 (0.2138) loss_rec_sfr: 0.2700 (0.2745) loss_cl: -0.2780 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [08:33:23.470660] Epoch: [383] [1460/2904] eta: 0:18:14 lr: 0.001380 loss: 0.1815 (0.1879) loss_rec_all: 0.2076 (0.2138) loss_rec_sfr: 0.2602 (0.2746) loss_cl: -0.2788 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [08:33:38.387584] Epoch: [383] [1480/2904] eta: 0:17:58 lr: 0.001380 loss: 0.1764 (0.1878) loss_rec_all: 0.2024 (0.2138) loss_rec_sfr: 0.2586 (0.2745) loss_cl: -0.2784 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [08:33:53.306210] Epoch: [383] [1500/2904] eta: 0:17:43 lr: 0.001380 loss: 0.1714 (0.1877) loss_rec_all: 0.1977 (0.2137) loss_rec_sfr: 0.2397 (0.2742) loss_cl: -0.2788 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [08:34:08.223607] Epoch: [383] [1520/2904] eta: 0:17:28 lr: 0.001380 loss: 0.1773 (0.1877) loss_rec_all: 0.2032 (0.2137) loss_rec_sfr: 0.2598 (0.2742) loss_cl: -0.2787 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [08:34:23.133071] Epoch: [383] [1540/2904] eta: 0:17:12 lr: 0.001380 loss: 0.1765 (0.1876) loss_rec_all: 0.2031 (0.2136) loss_rec_sfr: 0.2559 (0.2738) loss_cl: -0.2786 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [08:34:38.048602] Epoch: [383] [1560/2904] eta: 0:16:57 lr: 0.001380 loss: 0.1792 (0.1877) loss_rec_all: 0.2052 (0.2136) loss_rec_sfr: 0.2563 (0.2741) loss_cl: -0.2785 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [08:34:52.962850] Epoch: [383] [1580/2904] eta: 0:16:42 lr: 0.001380 loss: 0.1782 (0.1877) loss_rec_all: 0.2051 (0.2137) loss_rec_sfr: 0.2521 (0.2742) loss_cl: -0.2792 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [08:35:07.879047] Epoch: [383] [1600/2904] eta: 0:16:26 lr: 0.001380 loss: 0.1754 (0.1877) loss_rec_all: 0.2020 (0.2136) loss_rec_sfr: 0.2526 (0.2740) loss_cl: -0.2793 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [08:35:22.801759] Epoch: [383] [1620/2904] eta: 0:16:11 lr: 0.001380 loss: 0.1815 (0.1877) loss_rec_all: 0.2077 (0.2137) loss_rec_sfr: 0.2544 (0.2739) loss_cl: -0.2788 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [08:35:37.719785] Epoch: [383] [1640/2904] eta: 0:15:56 lr: 0.001380 loss: 0.1757 (0.1876) loss_rec_all: 0.2017 (0.2136) loss_rec_sfr: 0.2513 (0.2737) loss_cl: -0.2789 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [08:35:52.637024] Epoch: [383] [1660/2904] eta: 0:15:40 lr: 0.001380 loss: 0.1777 (0.1877) loss_rec_all: 0.2037 (0.2136) loss_rec_sfr: 0.2595 (0.2737) loss_cl: -0.2784 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [08:36:07.554641] Epoch: [383] [1680/2904] eta: 0:15:25 lr: 0.001380 loss: 0.1764 (0.1877) loss_rec_all: 0.2028 (0.2137) loss_rec_sfr: 0.2507 (0.2740) loss_cl: -0.2789 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [08:36:22.475307] Epoch: [383] [1700/2904] eta: 0:15:10 lr: 0.001380 loss: 0.1744 (0.1877) loss_rec_all: 0.2009 (0.2137) loss_rec_sfr: 0.2633 (0.2741) loss_cl: -0.2789 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [08:36:37.390419] Epoch: [383] [1720/2904] eta: 0:14:55 lr: 0.001380 loss: 0.1746 (0.1877) loss_rec_all: 0.2005 (0.2136) loss_rec_sfr: 0.2504 (0.2740) loss_cl: -0.2787 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [08:36:52.305211] Epoch: [383] [1740/2904] eta: 0:14:39 lr: 0.001380 loss: 0.1777 (0.1877) loss_rec_all: 0.2038 (0.2137) loss_rec_sfr: 0.2697 (0.2742) loss_cl: -0.2796 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [08:37:07.224631] Epoch: [383] [1760/2904] eta: 0:14:24 lr: 0.001380 loss: 0.1764 (0.1877) loss_rec_all: 0.2026 (0.2137) loss_rec_sfr: 0.2622 (0.2743) loss_cl: -0.2798 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [08:37:22.145506] Epoch: [383] [1780/2904] eta: 0:14:09 lr: 0.001380 loss: 0.1797 (0.1877) loss_rec_all: 0.2060 (0.2137) loss_rec_sfr: 0.2566 (0.2742) loss_cl: -0.2796 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [08:37:37.063075] Epoch: [383] [1800/2904] eta: 0:13:54 lr: 0.001380 loss: 0.1789 (0.1877) loss_rec_all: 0.2051 (0.2137) loss_rec_sfr: 0.2616 (0.2743) loss_cl: -0.2791 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [08:37:51.979280] Epoch: [383] [1820/2904] eta: 0:13:38 lr: 0.001380 loss: 0.1782 (0.1877) loss_rec_all: 0.2039 (0.2137) loss_rec_sfr: 0.2200 (0.2742) loss_cl: -0.2784 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [08:38:06.895928] Epoch: [383] [1840/2904] eta: 0:13:23 lr: 0.001380 loss: 0.1755 (0.1876) loss_rec_all: 0.2016 (0.2136) loss_rec_sfr: 0.2481 (0.2739) loss_cl: -0.2785 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [08:38:21.808897] Epoch: [383] [1860/2904] eta: 0:13:08 lr: 0.001380 loss: 0.1789 (0.1876) loss_rec_all: 0.2049 (0.2136) loss_rec_sfr: 0.2504 (0.2740) loss_cl: -0.2782 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [08:38:36.725541] Epoch: [383] [1880/2904] eta: 0:12:53 lr: 0.001380 loss: 0.1770 (0.1877) loss_rec_all: 0.2031 (0.2136) loss_rec_sfr: 0.2653 (0.2742) loss_cl: -0.2791 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [08:38:51.643158] Epoch: [383] [1900/2904] eta: 0:12:38 lr: 0.001380 loss: 0.1737 (0.1877) loss_rec_all: 0.2003 (0.2136) loss_rec_sfr: 0.2529 (0.2742) loss_cl: -0.2799 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [08:39:06.561430] Epoch: [383] [1920/2904] eta: 0:12:22 lr: 0.001380 loss: 0.1884 (0.1878) loss_rec_all: 0.2144 (0.2138) loss_rec_sfr: 0.2576 (0.2747) loss_cl: -0.2787 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [08:39:21.475440] Epoch: [383] [1940/2904] eta: 0:12:07 lr: 0.001380 loss: 0.1781 (0.1878) loss_rec_all: 0.2042 (0.2138) loss_rec_sfr: 0.2554 (0.2746) loss_cl: -0.2779 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [08:39:36.392736] Epoch: [383] [1960/2904] eta: 0:11:52 lr: 0.001380 loss: 0.1796 (0.1878) loss_rec_all: 0.2058 (0.2137) loss_rec_sfr: 0.2525 (0.2745) loss_cl: -0.2783 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [08:39:51.311508] Epoch: [383] [1980/2904] eta: 0:11:37 lr: 0.001379 loss: 0.1772 (0.1878) loss_rec_all: 0.2036 (0.2137) loss_rec_sfr: 0.2188 (0.2744) loss_cl: -0.2790 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [08:40:06.224244] Epoch: [383] [2000/2904] eta: 0:11:22 lr: 0.001379 loss: 0.1750 (0.1877) loss_rec_all: 0.2016 (0.2136) loss_rec_sfr: 0.2533 (0.2741) loss_cl: -0.2790 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [08:40:21.138838] Epoch: [383] [2020/2904] eta: 0:11:06 lr: 0.001379 loss: 0.1769 (0.1877) loss_rec_all: 0.2031 (0.2137) loss_rec_sfr: 0.2569 (0.2742) loss_cl: -0.2787 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [08:40:36.052991] Epoch: [383] [2040/2904] eta: 0:10:51 lr: 0.001379 loss: 0.1764 (0.1876) loss_rec_all: 0.2028 (0.2136) loss_rec_sfr: 0.2206 (0.2741) loss_cl: -0.2782 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [08:40:50.969340] Epoch: [383] [2060/2904] eta: 0:10:36 lr: 0.001379 loss: 0.1775 (0.1877) loss_rec_all: 0.2040 (0.2136) loss_rec_sfr: 0.2511 (0.2741) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [08:41:05.881402] Epoch: [383] [2080/2904] eta: 0:10:21 lr: 0.001379 loss: 0.1744 (0.1876) loss_rec_all: 0.2005 (0.2136) loss_rec_sfr: 0.2174 (0.2738) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [08:41:20.798311] Epoch: [383] [2100/2904] eta: 0:10:06 lr: 0.001379 loss: 0.1788 (0.1876) loss_rec_all: 0.2049 (0.2135) loss_rec_sfr: 0.2559 (0.2737) loss_cl: -0.2800 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [08:41:35.713935] Epoch: [383] [2120/2904] eta: 0:09:51 lr: 0.001379 loss: 0.1806 (0.1876) loss_rec_all: 0.2067 (0.2136) loss_rec_sfr: 0.2564 (0.2738) loss_cl: -0.2793 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [08:41:50.632181] Epoch: [383] [2140/2904] eta: 0:09:36 lr: 0.001379 loss: 0.1795 (0.1876) loss_rec_all: 0.2061 (0.2136) loss_rec_sfr: 0.2639 (0.2740) loss_cl: -0.2781 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [08:42:05.545057] Epoch: [383] [2160/2904] eta: 0:09:20 lr: 0.001379 loss: 0.1763 (0.1876) loss_rec_all: 0.2025 (0.2136) loss_rec_sfr: 0.2425 (0.2740) loss_cl: -0.2785 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [08:42:20.459375] Epoch: [383] [2180/2904] eta: 0:09:05 lr: 0.001379 loss: 0.1782 (0.1877) loss_rec_all: 0.2048 (0.2137) loss_rec_sfr: 0.2482 (0.2741) loss_cl: -0.2792 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [08:42:35.378025] Epoch: [383] [2200/2904] eta: 0:08:50 lr: 0.001379 loss: 0.1768 (0.1877) loss_rec_all: 0.2032 (0.2137) loss_rec_sfr: 0.2577 (0.2741) loss_cl: -0.2793 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [08:42:50.292214] Epoch: [383] [2220/2904] eta: 0:08:35 lr: 0.001379 loss: 0.1828 (0.1877) loss_rec_all: 0.2088 (0.2137) loss_rec_sfr: 0.2524 (0.2741) loss_cl: -0.2799 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [08:43:05.203307] Epoch: [383] [2240/2904] eta: 0:08:20 lr: 0.001379 loss: 0.1763 (0.1877) loss_rec_all: 0.2025 (0.2137) loss_rec_sfr: 0.2188 (0.2739) loss_cl: -0.2794 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [08:43:20.119682] Epoch: [383] [2260/2904] eta: 0:08:05 lr: 0.001379 loss: 0.1777 (0.1877) loss_rec_all: 0.2039 (0.2136) loss_rec_sfr: 0.2536 (0.2737) loss_cl: -0.2784 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [08:43:35.032904] Epoch: [383] [2280/2904] eta: 0:07:50 lr: 0.001379 loss: 0.1758 (0.1877) loss_rec_all: 0.2018 (0.2137) loss_rec_sfr: 0.2547 (0.2738) loss_cl: -0.2779 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [08:43:49.946108] Epoch: [383] [2300/2904] eta: 0:07:35 lr: 0.001379 loss: 0.1822 (0.1878) loss_rec_all: 0.2083 (0.2137) loss_rec_sfr: 0.2585 (0.2740) loss_cl: -0.2785 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [08:44:04.864090] Epoch: [383] [2320/2904] eta: 0:07:19 lr: 0.001379 loss: 0.1784 (0.1877) loss_rec_all: 0.2045 (0.2137) loss_rec_sfr: 0.2558 (0.2740) loss_cl: -0.2792 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [08:44:19.781144] Epoch: [383] [2340/2904] eta: 0:07:04 lr: 0.001379 loss: 0.1795 (0.1878) loss_rec_all: 0.2054 (0.2137) loss_rec_sfr: 0.2603 (0.2741) loss_cl: -0.2784 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [08:44:34.695423] Epoch: [383] [2360/2904] eta: 0:06:49 lr: 0.001379 loss: 0.1789 (0.1877) loss_rec_all: 0.2050 (0.2137) loss_rec_sfr: 0.2580 (0.2740) loss_cl: -0.2792 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [08:44:49.605247] Epoch: [383] [2380/2904] eta: 0:06:34 lr: 0.001379 loss: 0.1750 (0.1877) loss_rec_all: 0.2013 (0.2136) loss_rec_sfr: 0.2169 (0.2737) loss_cl: -0.2792 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [08:45:04.515691] Epoch: [383] [2400/2904] eta: 0:06:19 lr: 0.001379 loss: 0.1766 (0.1877) loss_rec_all: 0.2030 (0.2137) loss_rec_sfr: 0.2568 (0.2738) loss_cl: -0.2789 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [08:45:19.430453] Epoch: [383] [2420/2904] eta: 0:06:04 lr: 0.001379 loss: 0.1777 (0.1877) loss_rec_all: 0.2043 (0.2137) loss_rec_sfr: 0.2604 (0.2739) loss_cl: -0.2793 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [08:45:34.348340] Epoch: [383] [2440/2904] eta: 0:05:49 lr: 0.001379 loss: 0.1774 (0.1877) loss_rec_all: 0.2034 (0.2137) loss_rec_sfr: 0.2619 (0.2738) loss_cl: -0.2789 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [08:45:49.265319] Epoch: [383] [2460/2904] eta: 0:05:34 lr: 0.001379 loss: 0.1833 (0.1877) loss_rec_all: 0.2093 (0.2137) loss_rec_sfr: 0.2583 (0.2739) loss_cl: -0.2790 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [08:46:04.178083] Epoch: [383] [2480/2904] eta: 0:05:19 lr: 0.001379 loss: 0.1767 (0.1877) loss_rec_all: 0.2032 (0.2137) loss_rec_sfr: 0.2137 (0.2737) loss_cl: -0.2786 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [08:46:19.096572] Epoch: [383] [2500/2904] eta: 0:05:04 lr: 0.001379 loss: 0.1780 (0.1877) loss_rec_all: 0.2042 (0.2137) loss_rec_sfr: 0.2594 (0.2738) loss_cl: -0.2785 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [08:46:34.017091] Epoch: [383] [2520/2904] eta: 0:04:49 lr: 0.001379 loss: 0.1790 (0.1878) loss_rec_all: 0.2049 (0.2137) loss_rec_sfr: 0.2593 (0.2740) loss_cl: -0.2789 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [08:46:48.937528] Epoch: [383] [2540/2904] eta: 0:04:33 lr: 0.001379 loss: 0.1772 (0.1878) loss_rec_all: 0.2036 (0.2138) loss_rec_sfr: 0.2557 (0.2741) loss_cl: -0.2798 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [08:47:03.858597] Epoch: [383] [2560/2904] eta: 0:04:18 lr: 0.001378 loss: 0.1750 (0.1878) loss_rec_all: 0.2010 (0.2138) loss_rec_sfr: 0.2287 (0.2740) loss_cl: -0.2793 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [08:47:18.774260] Epoch: [383] [2580/2904] eta: 0:04:03 lr: 0.001378 loss: 0.1778 (0.1878) loss_rec_all: 0.2041 (0.2137) loss_rec_sfr: 0.2180 (0.2739) loss_cl: -0.2788 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [08:47:33.685895] Epoch: [383] [2600/2904] eta: 0:03:48 lr: 0.001378 loss: 0.1780 (0.1878) loss_rec_all: 0.2042 (0.2137) loss_rec_sfr: 0.2554 (0.2738) loss_cl: -0.2793 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [08:47:48.598218] Epoch: [383] [2620/2904] eta: 0:03:33 lr: 0.001378 loss: 0.1768 (0.1878) loss_rec_all: 0.2031 (0.2137) loss_rec_sfr: 0.2515 (0.2738) loss_cl: -0.2789 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [08:48:03.514372] Epoch: [383] [2640/2904] eta: 0:03:18 lr: 0.001378 loss: 0.1748 (0.1877) loss_rec_all: 0.2011 (0.2136) loss_rec_sfr: 0.2300 (0.2734) loss_cl: -0.2784 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [08:48:18.430587] Epoch: [383] [2660/2904] eta: 0:03:03 lr: 0.001378 loss: 0.1809 (0.1877) loss_rec_all: 0.2072 (0.2137) loss_rec_sfr: 0.2571 (0.2735) loss_cl: -0.2783 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [08:48:33.347418] Epoch: [383] [2680/2904] eta: 0:02:48 lr: 0.001378 loss: 0.1740 (0.1877) loss_rec_all: 0.2002 (0.2136) loss_rec_sfr: 0.2500 (0.2733) loss_cl: -0.2793 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [08:48:48.263009] Epoch: [383] [2700/2904] eta: 0:02:33 lr: 0.001378 loss: 0.1815 (0.1877) loss_rec_all: 0.2074 (0.2136) loss_rec_sfr: 0.2568 (0.2734) loss_cl: -0.2786 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [08:49:03.179969] Epoch: [383] [2720/2904] eta: 0:02:18 lr: 0.001378 loss: 0.1770 (0.1876) loss_rec_all: 0.2033 (0.2136) loss_rec_sfr: 0.2528 (0.2733) loss_cl: -0.2789 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [08:49:18.094347] Epoch: [383] [2740/2904] eta: 0:02:03 lr: 0.001378 loss: 0.1751 (0.1876) loss_rec_all: 0.2015 (0.2136) loss_rec_sfr: 0.2556 (0.2732) loss_cl: -0.2793 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [08:49:33.012266] Epoch: [383] [2760/2904] eta: 0:01:48 lr: 0.001378 loss: 0.1753 (0.1876) loss_rec_all: 0.2020 (0.2135) loss_rec_sfr: 0.2505 (0.2731) loss_cl: -0.2790 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [08:49:47.926844] Epoch: [383] [2780/2904] eta: 0:01:33 lr: 0.001378 loss: 0.1776 (0.1875) loss_rec_all: 0.2036 (0.2135) loss_rec_sfr: 0.2595 (0.2729) loss_cl: -0.2781 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [08:50:02.843091] Epoch: [383] [2800/2904] eta: 0:01:18 lr: 0.001378 loss: 0.1751 (0.1875) loss_rec_all: 0.2016 (0.2135) loss_rec_sfr: 0.2107 (0.2728) loss_cl: -0.2788 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [08:50:17.759390] Epoch: [383] [2820/2904] eta: 0:01:03 lr: 0.001378 loss: 0.1740 (0.1874) loss_rec_all: 0.2001 (0.2134) loss_rec_sfr: 0.2270 (0.2727) loss_cl: -0.2792 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [08:50:32.710290] Epoch: [383] [2840/2904] eta: 0:00:48 lr: 0.001378 loss: 0.1755 (0.1874) loss_rec_all: 0.2021 (0.2134) loss_rec_sfr: 0.2287 (0.2724) loss_cl: -0.2796 (-0.2789) time: 0.7475 data: 0.0023 max mem: 29860 [08:50:47.612339] Epoch: [383] [2860/2904] eta: 0:00:33 lr: 0.001378 loss: 0.1756 (0.1874) loss_rec_all: 0.2020 (0.2133) loss_rec_sfr: 0.2585 (0.2724) loss_cl: -0.2800 (-0.2789) time: 0.7451 data: 0.0001 max mem: 29860 [08:51:02.507805] Epoch: [383] [2880/2904] eta: 0:00:18 lr: 0.001378 loss: 0.1787 (0.1873) loss_rec_all: 0.2049 (0.2133) loss_rec_sfr: 0.2540 (0.2723) loss_cl: -0.2792 (-0.2789) time: 0.7447 data: 0.0001 max mem: 29860 [08:51:17.411015] Epoch: [383] [2900/2904] eta: 0:00:03 lr: 0.001378 loss: 0.1788 (0.1873) loss_rec_all: 0.2050 (0.2133) loss_rec_sfr: 0.2522 (0.2722) loss_cl: -0.2795 (-0.2789) time: 0.7451 data: 0.0001 max mem: 29860 [08:51:19.652657] Epoch: [383] [2903/2904] eta: 0:00:00 lr: 0.001378 loss: 0.1754 (0.1873) loss_rec_all: 0.2015 (0.2133) loss_rec_sfr: 0.2495 (0.2721) loss_cl: -0.2792 (-0.2789) time: 0.7451 data: 0.0001 max mem: 29860 [08:51:21.778776] Epoch: [383] Total time: 0:36:25 (0.7526 s / it) [08:51:21.780072] Averaged stats: lr: 0.001378 loss: 0.1754 (0.1898) loss_rec_all: 0.2015 (0.2135) loss_rec_sfr: 0.2495 (0.2734) loss_cl: -0.2792 (-0.2556) [08:51:21.787095] log_dir: ./checkpoint/VF2_ViT-B [08:51:39.580245] Epoch: [384] [ 0/2904] eta: 14:21:09 lr: 0.001378 loss: 0.1674 (0.1674) loss_rec_all: 0.1937 (0.1937) loss_rec_sfr: 0.2396 (0.2396) loss_cl: -0.2796 (-0.2796) time: 17.7924 data: 14.5787 max mem: 29860 [08:51:56.078527] Epoch: [384] [ 20/2904] eta: 1:18:29 lr: 0.001378 loss: 0.1775 (0.1908) loss_rec_all: 0.2034 (0.2166) loss_rec_sfr: 0.2474 (0.2865) loss_cl: -0.2781 (-0.2781) time: 0.8249 data: 0.0197 max mem: 29860 [08:52:10.957244] Epoch: [384] [ 40/2904] eta: 0:57:14 lr: 0.001378 loss: 0.1745 (0.1868) loss_rec_all: 0.2009 (0.2127) loss_rec_sfr: 0.2501 (0.2722) loss_cl: -0.2784 (-0.2782) time: 0.7439 data: 0.0002 max mem: 29860 [08:52:25.844917] Epoch: [384] [ 60/2904] eta: 0:49:46 lr: 0.001378 loss: 0.1749 (0.1849) loss_rec_all: 0.2007 (0.2109) loss_rec_sfr: 0.2531 (0.2658) loss_cl: -0.2781 (-0.2782) time: 0.7443 data: 0.0002 max mem: 29860 [08:52:40.737495] Epoch: [384] [ 80/2904] eta: 0:45:52 lr: 0.001378 loss: 0.1773 (0.1847) loss_rec_all: 0.2037 (0.2107) loss_rec_sfr: 0.2537 (0.2638) loss_cl: -0.2796 (-0.2786) time: 0.7446 data: 0.0002 max mem: 29860 [08:52:55.658895] Epoch: [384] [ 100/2904] eta: 0:43:25 lr: 0.001378 loss: 0.1751 (0.1846) loss_rec_all: 0.2013 (0.2107) loss_rec_sfr: 0.2198 (0.2621) loss_cl: -0.2795 (-0.2787) time: 0.7460 data: 0.0002 max mem: 29860 [08:53:10.570319] Epoch: [384] [ 120/2904] eta: 0:41:42 lr: 0.001378 loss: 0.1769 (0.1844) loss_rec_all: 0.2028 (0.2104) loss_rec_sfr: 0.2487 (0.2614) loss_cl: -0.2787 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [08:53:25.487149] Epoch: [384] [ 140/2904] eta: 0:40:24 lr: 0.001378 loss: 0.1765 (0.1855) loss_rec_all: 0.2028 (0.2115) loss_rec_sfr: 0.2562 (0.2642) loss_cl: -0.2785 (-0.2787) time: 0.7458 data: 0.0002 max mem: 29860 [08:53:40.398695] Epoch: [384] [ 160/2904] eta: 0:39:22 lr: 0.001378 loss: 0.1751 (0.1851) loss_rec_all: 0.2011 (0.2111) loss_rec_sfr: 0.2519 (0.2638) loss_cl: -0.2788 (-0.2787) time: 0.7455 data: 0.0002 max mem: 29860 [08:53:55.336164] Epoch: [384] [ 180/2904] eta: 0:38:30 lr: 0.001378 loss: 0.1782 (0.1850) loss_rec_all: 0.2047 (0.2110) loss_rec_sfr: 0.2207 (0.2623) loss_cl: -0.2790 (-0.2787) time: 0.7468 data: 0.0002 max mem: 29860 [08:54:10.244392] Epoch: [384] [ 200/2904] eta: 0:37:46 lr: 0.001378 loss: 0.1738 (0.1840) loss_rec_all: 0.1998 (0.2101) loss_rec_sfr: 0.2085 (0.2592) loss_cl: -0.2796 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [08:54:25.312845] Epoch: [384] [ 220/2904] eta: 0:37:08 lr: 0.001378 loss: 0.1764 (0.1853) loss_rec_all: 0.2024 (0.2114) loss_rec_sfr: 0.2556 (0.2636) loss_cl: -0.2785 (-0.2788) time: 0.7534 data: 0.0002 max mem: 29860 [08:54:40.221396] Epoch: [384] [ 240/2904] eta: 0:36:33 lr: 0.001378 loss: 0.1811 (0.1861) loss_rec_all: 0.2072 (0.2121) loss_rec_sfr: 0.2487 (0.2654) loss_cl: -0.2790 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [08:54:55.153391] Epoch: [384] [ 260/2904] eta: 0:36:01 lr: 0.001377 loss: 0.1744 (0.1858) loss_rec_all: 0.2004 (0.2118) loss_rec_sfr: 0.2469 (0.2646) loss_cl: -0.2787 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [08:55:10.062932] Epoch: [384] [ 280/2904] eta: 0:35:31 lr: 0.001377 loss: 0.1753 (0.1857) loss_rec_all: 0.2014 (0.2117) loss_rec_sfr: 0.2532 (0.2651) loss_cl: -0.2790 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [08:55:24.979948] Epoch: [384] [ 300/2904] eta: 0:35:03 lr: 0.001377 loss: 0.1790 (0.1860) loss_rec_all: 0.2054 (0.2120) loss_rec_sfr: 0.2588 (0.2662) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [08:55:39.898492] Epoch: [384] [ 320/2904] eta: 0:34:37 lr: 0.001377 loss: 0.1759 (0.1861) loss_rec_all: 0.2021 (0.2121) loss_rec_sfr: 0.2507 (0.2665) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [08:55:54.815597] Epoch: [384] [ 340/2904] eta: 0:34:12 lr: 0.001377 loss: 0.1751 (0.1862) loss_rec_all: 0.2011 (0.2122) loss_rec_sfr: 0.2473 (0.2671) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [08:56:09.724739] Epoch: [384] [ 360/2904] eta: 0:33:49 lr: 0.001377 loss: 0.1763 (0.1863) loss_rec_all: 0.2027 (0.2123) loss_rec_sfr: 0.2521 (0.2671) loss_cl: -0.2795 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [08:56:24.634607] Epoch: [384] [ 380/2904] eta: 0:33:26 lr: 0.001377 loss: 0.1792 (0.1869) loss_rec_all: 0.2051 (0.2129) loss_rec_sfr: 0.2574 (0.2694) loss_cl: -0.2791 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [08:56:39.549082] Epoch: [384] [ 400/2904] eta: 0:33:04 lr: 0.001377 loss: 0.1773 (0.1867) loss_rec_all: 0.2035 (0.2127) loss_rec_sfr: 0.2546 (0.2690) loss_cl: -0.2794 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [08:56:54.460648] Epoch: [384] [ 420/2904] eta: 0:32:42 lr: 0.001377 loss: 0.1807 (0.1870) loss_rec_all: 0.2069 (0.2130) loss_rec_sfr: 0.2648 (0.2705) loss_cl: -0.2793 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [08:57:09.372561] Epoch: [384] [ 440/2904] eta: 0:32:21 lr: 0.001377 loss: 0.1807 (0.1871) loss_rec_all: 0.2065 (0.2131) loss_rec_sfr: 0.2591 (0.2711) loss_cl: -0.2778 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [08:57:24.284333] Epoch: [384] [ 460/2904] eta: 0:32:01 lr: 0.001377 loss: 0.1746 (0.1868) loss_rec_all: 0.2011 (0.2128) loss_rec_sfr: 0.2132 (0.2699) loss_cl: -0.2785 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [08:57:39.195460] Epoch: [384] [ 480/2904] eta: 0:31:41 lr: 0.001377 loss: 0.1780 (0.1873) loss_rec_all: 0.2044 (0.2133) loss_rec_sfr: 0.2612 (0.2718) loss_cl: -0.2794 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [08:57:54.111352] Epoch: [384] [ 500/2904] eta: 0:31:22 lr: 0.001377 loss: 0.1777 (0.1874) loss_rec_all: 0.2040 (0.2134) loss_rec_sfr: 0.2457 (0.2717) loss_cl: -0.2804 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [08:58:09.024430] Epoch: [384] [ 520/2904] eta: 0:31:03 lr: 0.001377 loss: 0.1736 (0.1872) loss_rec_all: 0.2001 (0.2132) loss_rec_sfr: 0.2541 (0.2713) loss_cl: -0.2792 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [08:58:23.932849] Epoch: [384] [ 540/2904] eta: 0:30:44 lr: 0.001377 loss: 0.1760 (0.1871) loss_rec_all: 0.2022 (0.2131) loss_rec_sfr: 0.2536 (0.2714) loss_cl: -0.2785 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [08:58:38.845722] Epoch: [384] [ 560/2904] eta: 0:30:26 lr: 0.001377 loss: 0.1787 (0.1872) loss_rec_all: 0.2047 (0.2132) loss_rec_sfr: 0.2532 (0.2715) loss_cl: -0.2782 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [08:58:53.759804] Epoch: [384] [ 580/2904] eta: 0:30:07 lr: 0.001377 loss: 0.1771 (0.1873) loss_rec_all: 0.2031 (0.2132) loss_rec_sfr: 0.2575 (0.2721) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [08:59:08.669197] Epoch: [384] [ 600/2904] eta: 0:29:49 lr: 0.001377 loss: 0.1766 (0.1870) loss_rec_all: 0.2028 (0.2130) loss_rec_sfr: 0.2552 (0.2714) loss_cl: -0.2793 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [08:59:23.582306] Epoch: [384] [ 620/2904] eta: 0:29:31 lr: 0.001377 loss: 0.1768 (0.1868) loss_rec_all: 0.2030 (0.2128) loss_rec_sfr: 0.2518 (0.2706) loss_cl: -0.2797 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [08:59:38.489631] Epoch: [384] [ 640/2904] eta: 0:29:14 lr: 0.001377 loss: 0.1763 (0.1868) loss_rec_all: 0.2029 (0.2128) loss_rec_sfr: 0.2563 (0.2706) loss_cl: -0.2789 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [08:59:53.398753] Epoch: [384] [ 660/2904] eta: 0:28:56 lr: 0.001377 loss: 0.1787 (0.1868) loss_rec_all: 0.2044 (0.2128) loss_rec_sfr: 0.2597 (0.2710) loss_cl: -0.2781 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [09:00:08.307989] Epoch: [384] [ 680/2904] eta: 0:28:39 lr: 0.001377 loss: 0.1773 (0.1870) loss_rec_all: 0.2035 (0.2130) loss_rec_sfr: 0.2549 (0.2713) loss_cl: -0.2785 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [09:00:23.232128] Epoch: [384] [ 700/2904] eta: 0:28:22 lr: 0.001377 loss: 0.1737 (0.1867) loss_rec_all: 0.2003 (0.2127) loss_rec_sfr: 0.2216 (0.2704) loss_cl: -0.2790 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [09:00:38.142078] Epoch: [384] [ 720/2904] eta: 0:28:05 lr: 0.001377 loss: 0.1798 (0.1869) loss_rec_all: 0.2064 (0.2128) loss_rec_sfr: 0.2202 (0.2703) loss_cl: -0.2785 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [09:00:53.053594] Epoch: [384] [ 740/2904] eta: 0:27:48 lr: 0.001377 loss: 0.1723 (0.1866) loss_rec_all: 0.1984 (0.2126) loss_rec_sfr: 0.2127 (0.2696) loss_cl: -0.2791 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [09:01:07.966992] Epoch: [384] [ 760/2904] eta: 0:27:31 lr: 0.001377 loss: 0.1740 (0.1866) loss_rec_all: 0.2006 (0.2126) loss_rec_sfr: 0.2225 (0.2693) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [09:01:22.877076] Epoch: [384] [ 780/2904] eta: 0:27:14 lr: 0.001377 loss: 0.1795 (0.1867) loss_rec_all: 0.2054 (0.2127) loss_rec_sfr: 0.2589 (0.2696) loss_cl: -0.2792 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [09:01:37.786552] Epoch: [384] [ 800/2904] eta: 0:26:57 lr: 0.001377 loss: 0.1752 (0.1868) loss_rec_all: 0.2020 (0.2128) loss_rec_sfr: 0.2610 (0.2700) loss_cl: -0.2793 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [09:01:52.698234] Epoch: [384] [ 820/2904] eta: 0:26:41 lr: 0.001377 loss: 0.1780 (0.1867) loss_rec_all: 0.2041 (0.2127) loss_rec_sfr: 0.2554 (0.2698) loss_cl: -0.2792 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [09:02:07.603012] Epoch: [384] [ 840/2904] eta: 0:26:24 lr: 0.001376 loss: 0.1795 (0.1866) loss_rec_all: 0.2056 (0.2126) loss_rec_sfr: 0.2581 (0.2696) loss_cl: -0.2781 (-0.2788) time: 0.7452 data: 0.0002 max mem: 29860 [09:02:22.513768] Epoch: [384] [ 860/2904] eta: 0:26:08 lr: 0.001376 loss: 0.1808 (0.1867) loss_rec_all: 0.2066 (0.2127) loss_rec_sfr: 0.2633 (0.2703) loss_cl: -0.2782 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [09:02:37.430974] Epoch: [384] [ 880/2904] eta: 0:25:52 lr: 0.001376 loss: 0.1780 (0.1869) loss_rec_all: 0.2040 (0.2129) loss_rec_sfr: 0.2669 (0.2711) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [09:02:52.342224] Epoch: [384] [ 900/2904] eta: 0:25:35 lr: 0.001376 loss: 0.1792 (0.1871) loss_rec_all: 0.2053 (0.2131) loss_rec_sfr: 0.2592 (0.2719) loss_cl: -0.2791 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [09:03:07.260362] Epoch: [384] [ 920/2904] eta: 0:25:19 lr: 0.001376 loss: 0.1863 (0.1873) loss_rec_all: 0.2122 (0.2133) loss_rec_sfr: 0.2621 (0.2724) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [09:03:22.187631] Epoch: [384] [ 940/2904] eta: 0:25:03 lr: 0.001376 loss: 0.1775 (0.1872) loss_rec_all: 0.2034 (0.2132) loss_rec_sfr: 0.2574 (0.2722) loss_cl: -0.2787 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [09:03:37.104199] Epoch: [384] [ 960/2904] eta: 0:24:47 lr: 0.001376 loss: 0.1798 (0.1873) loss_rec_all: 0.2059 (0.2133) loss_rec_sfr: 0.2574 (0.2725) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [09:03:52.019736] Epoch: [384] [ 980/2904] eta: 0:24:31 lr: 0.001376 loss: 0.1749 (0.1874) loss_rec_all: 0.2013 (0.2134) loss_rec_sfr: 0.2284 (0.2728) loss_cl: -0.2797 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [09:04:06.936574] Epoch: [384] [1000/2904] eta: 0:24:15 lr: 0.001376 loss: 0.1789 (0.1875) loss_rec_all: 0.2050 (0.2135) loss_rec_sfr: 0.2602 (0.2732) loss_cl: -0.2803 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [09:04:21.852821] Epoch: [384] [1020/2904] eta: 0:23:59 lr: 0.001376 loss: 0.1803 (0.1876) loss_rec_all: 0.2064 (0.2136) loss_rec_sfr: 0.2560 (0.2734) loss_cl: -0.2793 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [09:04:36.768366] Epoch: [384] [1040/2904] eta: 0:23:43 lr: 0.001376 loss: 0.1761 (0.1875) loss_rec_all: 0.2024 (0.2135) loss_rec_sfr: 0.2551 (0.2731) loss_cl: -0.2791 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [09:04:51.688251] Epoch: [384] [1060/2904] eta: 0:23:27 lr: 0.001376 loss: 0.1758 (0.1875) loss_rec_all: 0.2021 (0.2135) loss_rec_sfr: 0.2540 (0.2733) loss_cl: -0.2785 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [09:05:06.608037] Epoch: [384] [1080/2904] eta: 0:23:11 lr: 0.001376 loss: 0.1835 (0.1877) loss_rec_all: 0.2097 (0.2136) loss_rec_sfr: 0.2651 (0.2741) loss_cl: -0.2788 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [09:05:21.519768] Epoch: [384] [1100/2904] eta: 0:22:55 lr: 0.001376 loss: 0.1757 (0.1875) loss_rec_all: 0.2018 (0.2135) loss_rec_sfr: 0.2443 (0.2736) loss_cl: -0.2791 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [09:05:36.439008] Epoch: [384] [1120/2904] eta: 0:22:40 lr: 0.001376 loss: 0.1772 (0.1875) loss_rec_all: 0.2033 (0.2135) loss_rec_sfr: 0.2596 (0.2738) loss_cl: -0.2792 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [09:05:51.360265] Epoch: [384] [1140/2904] eta: 0:22:24 lr: 0.001376 loss: 0.1795 (0.1875) loss_rec_all: 0.2057 (0.2135) loss_rec_sfr: 0.2532 (0.2738) loss_cl: -0.2787 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [09:06:06.282028] Epoch: [384] [1160/2904] eta: 0:22:08 lr: 0.001376 loss: 0.1752 (0.1875) loss_rec_all: 0.2018 (0.2134) loss_rec_sfr: 0.2502 (0.2736) loss_cl: -0.2788 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [09:06:21.202705] Epoch: [384] [1180/2904] eta: 0:21:52 lr: 0.001376 loss: 0.1774 (0.1874) loss_rec_all: 0.2035 (0.2133) loss_rec_sfr: 0.2534 (0.2733) loss_cl: -0.2791 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [09:06:36.126656] Epoch: [384] [1200/2904] eta: 0:21:37 lr: 0.001376 loss: 0.1838 (0.1875) loss_rec_all: 0.2099 (0.2134) loss_rec_sfr: 0.2592 (0.2736) loss_cl: -0.2790 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [09:06:51.043111] Epoch: [384] [1220/2904] eta: 0:21:21 lr: 0.001376 loss: 0.1756 (0.1876) loss_rec_all: 0.2015 (0.2135) loss_rec_sfr: 0.2655 (0.2739) loss_cl: -0.2783 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [09:07:05.957627] Epoch: [384] [1240/2904] eta: 0:21:05 lr: 0.001376 loss: 0.1795 (0.1876) loss_rec_all: 0.2057 (0.2136) loss_rec_sfr: 0.2521 (0.2742) loss_cl: -0.2784 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [09:07:20.869834] Epoch: [384] [1260/2904] eta: 0:20:50 lr: 0.001376 loss: 0.1765 (0.1877) loss_rec_all: 0.2027 (0.2136) loss_rec_sfr: 0.2558 (0.2745) loss_cl: -0.2792 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [09:07:35.784975] Epoch: [384] [1280/2904] eta: 0:20:34 lr: 0.001376 loss: 0.1765 (0.1876) loss_rec_all: 0.2029 (0.2136) loss_rec_sfr: 0.2225 (0.2742) loss_cl: -0.2788 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [09:07:50.705941] Epoch: [384] [1300/2904] eta: 0:20:19 lr: 0.001376 loss: 0.1785 (0.1876) loss_rec_all: 0.2046 (0.2136) loss_rec_sfr: 0.2605 (0.2743) loss_cl: -0.2786 (-0.2789) time: 0.7460 data: 0.0003 max mem: 29860 [09:08:05.628229] Epoch: [384] [1320/2904] eta: 0:20:03 lr: 0.001376 loss: 0.1778 (0.1876) loss_rec_all: 0.2041 (0.2136) loss_rec_sfr: 0.2440 (0.2740) loss_cl: -0.2795 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [09:08:20.550841] Epoch: [384] [1340/2904] eta: 0:19:48 lr: 0.001376 loss: 0.1757 (0.1874) loss_rec_all: 0.2019 (0.2134) loss_rec_sfr: 0.2510 (0.2733) loss_cl: -0.2791 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [09:08:35.473391] Epoch: [384] [1360/2904] eta: 0:19:32 lr: 0.001376 loss: 0.1752 (0.1874) loss_rec_all: 0.2011 (0.2134) loss_rec_sfr: 0.2640 (0.2735) loss_cl: -0.2790 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [09:08:50.399651] Epoch: [384] [1380/2904] eta: 0:19:17 lr: 0.001376 loss: 0.1742 (0.1873) loss_rec_all: 0.2005 (0.2133) loss_rec_sfr: 0.2181 (0.2731) loss_cl: -0.2790 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [09:09:05.324211] Epoch: [384] [1400/2904] eta: 0:19:01 lr: 0.001376 loss: 0.1805 (0.1874) loss_rec_all: 0.2065 (0.2133) loss_rec_sfr: 0.2573 (0.2731) loss_cl: -0.2781 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [09:09:20.240153] Epoch: [384] [1420/2904] eta: 0:18:46 lr: 0.001376 loss: 0.1778 (0.1873) loss_rec_all: 0.2039 (0.2133) loss_rec_sfr: 0.2570 (0.2731) loss_cl: -0.2800 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [09:09:35.160643] Epoch: [384] [1440/2904] eta: 0:18:30 lr: 0.001375 loss: 0.1800 (0.1874) loss_rec_all: 0.2066 (0.2134) loss_rec_sfr: 0.2551 (0.2733) loss_cl: -0.2800 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [09:09:50.079191] Epoch: [384] [1460/2904] eta: 0:18:15 lr: 0.001375 loss: 0.1763 (0.1873) loss_rec_all: 0.2029 (0.2133) loss_rec_sfr: 0.2525 (0.2731) loss_cl: -0.2789 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [09:10:05.001001] Epoch: [384] [1480/2904] eta: 0:17:59 lr: 0.001375 loss: 0.1764 (0.1873) loss_rec_all: 0.2023 (0.2133) loss_rec_sfr: 0.2531 (0.2730) loss_cl: -0.2779 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [09:10:19.919676] Epoch: [384] [1500/2904] eta: 0:17:44 lr: 0.001375 loss: 0.1769 (0.1873) loss_rec_all: 0.2031 (0.2133) loss_rec_sfr: 0.2531 (0.2730) loss_cl: -0.2783 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [09:10:34.840103] Epoch: [384] [1520/2904] eta: 0:17:29 lr: 0.001375 loss: 0.1764 (0.1872) loss_rec_all: 0.2027 (0.2132) loss_rec_sfr: 0.2550 (0.2728) loss_cl: -0.2791 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [09:10:49.759245] Epoch: [384] [1540/2904] eta: 0:17:13 lr: 0.001375 loss: 0.1775 (0.1873) loss_rec_all: 0.2033 (0.2132) loss_rec_sfr: 0.2414 (0.2729) loss_cl: -0.2790 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [09:11:04.671920] Epoch: [384] [1560/2904] eta: 0:16:58 lr: 0.001375 loss: 0.1754 (0.1872) loss_rec_all: 0.2017 (0.2132) loss_rec_sfr: 0.2443 (0.2727) loss_cl: -0.2788 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [09:11:19.587640] Epoch: [384] [1580/2904] eta: 0:16:43 lr: 0.001375 loss: 0.1785 (0.1873) loss_rec_all: 0.2043 (0.2132) loss_rec_sfr: 0.2566 (0.2728) loss_cl: -0.2788 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [09:11:34.505064] Epoch: [384] [1600/2904] eta: 0:16:27 lr: 0.001375 loss: 0.1811 (0.1873) loss_rec_all: 0.2074 (0.2133) loss_rec_sfr: 0.2596 (0.2732) loss_cl: -0.2791 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [09:11:49.421712] Epoch: [384] [1620/2904] eta: 0:16:12 lr: 0.001375 loss: 0.1792 (0.1873) loss_rec_all: 0.2054 (0.2132) loss_rec_sfr: 0.2571 (0.2729) loss_cl: -0.2793 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [09:12:04.342424] Epoch: [384] [1640/2904] eta: 0:15:57 lr: 0.001375 loss: 0.1778 (0.1873) loss_rec_all: 0.2043 (0.2132) loss_rec_sfr: 0.2238 (0.2727) loss_cl: -0.2790 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [09:12:19.257486] Epoch: [384] [1660/2904] eta: 0:15:41 lr: 0.001375 loss: 0.1748 (0.1872) loss_rec_all: 0.2009 (0.2132) loss_rec_sfr: 0.2455 (0.2725) loss_cl: -0.2783 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [09:12:34.177620] Epoch: [384] [1680/2904] eta: 0:15:26 lr: 0.001375 loss: 0.1785 (0.1872) loss_rec_all: 0.2048 (0.2131) loss_rec_sfr: 0.2444 (0.2723) loss_cl: -0.2788 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [09:12:49.093206] Epoch: [384] [1700/2904] eta: 0:15:11 lr: 0.001375 loss: 0.1767 (0.1872) loss_rec_all: 0.2030 (0.2132) loss_rec_sfr: 0.2552 (0.2725) loss_cl: -0.2790 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [09:13:04.012876] Epoch: [384] [1720/2904] eta: 0:14:55 lr: 0.001375 loss: 0.1748 (0.1872) loss_rec_all: 0.2013 (0.2132) loss_rec_sfr: 0.2525 (0.2722) loss_cl: -0.2795 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [09:13:18.936510] Epoch: [384] [1740/2904] eta: 0:14:40 lr: 0.001375 loss: 0.1749 (0.1871) loss_rec_all: 0.2012 (0.2130) loss_rec_sfr: 0.2161 (0.2719) loss_cl: -0.2796 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [09:13:33.857527] Epoch: [384] [1760/2904] eta: 0:14:25 lr: 0.001375 loss: 0.1774 (0.1871) loss_rec_all: 0.2033 (0.2131) loss_rec_sfr: 0.2551 (0.2719) loss_cl: -0.2787 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [09:13:48.774193] Epoch: [384] [1780/2904] eta: 0:14:10 lr: 0.001375 loss: 0.1794 (0.1871) loss_rec_all: 0.2053 (0.2131) loss_rec_sfr: 0.2595 (0.2719) loss_cl: -0.2782 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [09:14:03.690446] Epoch: [384] [1800/2904] eta: 0:13:54 lr: 0.001375 loss: 0.1760 (0.1871) loss_rec_all: 0.2020 (0.2130) loss_rec_sfr: 0.2538 (0.2720) loss_cl: -0.2790 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [09:14:18.746559] Epoch: [384] [1820/2904] eta: 0:13:39 lr: 0.001375 loss: 0.1819 (0.1871) loss_rec_all: 0.2081 (0.2131) loss_rec_sfr: 0.2604 (0.2721) loss_cl: -0.2796 (-0.2789) time: 0.7528 data: 0.0002 max mem: 29860 [09:14:33.662742] Epoch: [384] [1840/2904] eta: 0:13:24 lr: 0.001375 loss: 0.1795 (0.1871) loss_rec_all: 0.2054 (0.2130) loss_rec_sfr: 0.2561 (0.2721) loss_cl: -0.2797 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [09:14:48.582073] Epoch: [384] [1860/2904] eta: 0:13:09 lr: 0.001375 loss: 0.1767 (0.1871) loss_rec_all: 0.2030 (0.2131) loss_rec_sfr: 0.2651 (0.2725) loss_cl: -0.2791 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [09:15:03.501842] Epoch: [384] [1880/2904] eta: 0:12:53 lr: 0.001375 loss: 0.1749 (0.1870) loss_rec_all: 0.2011 (0.2130) loss_rec_sfr: 0.2182 (0.2721) loss_cl: -0.2787 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [09:15:18.421364] Epoch: [384] [1900/2904] eta: 0:12:38 lr: 0.001375 loss: 0.1771 (0.1870) loss_rec_all: 0.2031 (0.2130) loss_rec_sfr: 0.2574 (0.2721) loss_cl: -0.2787 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [09:15:33.341716] Epoch: [384] [1920/2904] eta: 0:12:23 lr: 0.001375 loss: 0.1787 (0.1870) loss_rec_all: 0.2052 (0.2130) loss_rec_sfr: 0.2526 (0.2720) loss_cl: -0.2783 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [09:15:48.254879] Epoch: [384] [1940/2904] eta: 0:12:08 lr: 0.001375 loss: 0.1755 (0.1869) loss_rec_all: 0.2015 (0.2129) loss_rec_sfr: 0.2196 (0.2717) loss_cl: -0.2792 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [09:16:03.167164] Epoch: [384] [1960/2904] eta: 0:11:53 lr: 0.001375 loss: 0.1785 (0.1869) loss_rec_all: 0.2045 (0.2129) loss_rec_sfr: 0.2478 (0.2714) loss_cl: -0.2788 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [09:16:18.081643] Epoch: [384] [1980/2904] eta: 0:11:37 lr: 0.001375 loss: 0.1747 (0.1869) loss_rec_all: 0.2011 (0.2129) loss_rec_sfr: 0.2581 (0.2715) loss_cl: -0.2793 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [09:16:32.996254] Epoch: [384] [2000/2904] eta: 0:11:22 lr: 0.001375 loss: 0.1778 (0.1869) loss_rec_all: 0.2039 (0.2129) loss_rec_sfr: 0.2589 (0.2715) loss_cl: -0.2796 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [09:16:47.915102] Epoch: [384] [2020/2904] eta: 0:11:07 lr: 0.001375 loss: 0.1775 (0.1869) loss_rec_all: 0.2033 (0.2129) loss_rec_sfr: 0.2493 (0.2713) loss_cl: -0.2792 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [09:17:02.813955] Epoch: [384] [2040/2904] eta: 0:10:52 lr: 0.001374 loss: 0.1788 (0.1869) loss_rec_all: 0.2046 (0.2129) loss_rec_sfr: 0.2579 (0.2713) loss_cl: -0.2777 (-0.2789) time: 0.7449 data: 0.0002 max mem: 29860 [09:17:17.734142] Epoch: [384] [2060/2904] eta: 0:10:37 lr: 0.001374 loss: 0.1758 (0.1868) loss_rec_all: 0.2023 (0.2128) loss_rec_sfr: 0.2509 (0.2711) loss_cl: -0.2788 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [09:17:32.657681] Epoch: [384] [2080/2904] eta: 0:10:21 lr: 0.001374 loss: 0.1712 (0.1868) loss_rec_all: 0.1972 (0.2128) loss_rec_sfr: 0.2522 (0.2709) loss_cl: -0.2793 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [09:17:47.572571] Epoch: [384] [2100/2904] eta: 0:10:06 lr: 0.001374 loss: 0.1755 (0.1867) loss_rec_all: 0.2017 (0.2127) loss_rec_sfr: 0.2516 (0.2705) loss_cl: -0.2795 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [09:18:02.490250] Epoch: [384] [2120/2904] eta: 0:09:51 lr: 0.001374 loss: 0.1765 (0.1866) loss_rec_all: 0.2023 (0.2126) loss_rec_sfr: 0.2561 (0.2705) loss_cl: -0.2787 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [09:18:17.404789] Epoch: [384] [2140/2904] eta: 0:09:36 lr: 0.001374 loss: 0.1753 (0.1865) loss_rec_all: 0.2020 (0.2125) loss_rec_sfr: 0.2527 (0.2702) loss_cl: -0.2792 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [09:18:32.322237] Epoch: [384] [2160/2904] eta: 0:09:21 lr: 0.001374 loss: 0.1778 (0.1866) loss_rec_all: 0.2044 (0.2126) loss_rec_sfr: 0.2520 (0.2703) loss_cl: -0.2793 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [09:18:47.237817] Epoch: [384] [2180/2904] eta: 0:09:06 lr: 0.001374 loss: 0.1789 (0.1866) loss_rec_all: 0.2049 (0.2126) loss_rec_sfr: 0.2571 (0.2704) loss_cl: -0.2790 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [09:19:02.155953] Epoch: [384] [2200/2904] eta: 0:08:51 lr: 0.001374 loss: 0.1795 (0.1867) loss_rec_all: 0.2055 (0.2126) loss_rec_sfr: 0.2547 (0.2705) loss_cl: -0.2793 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [09:19:17.076024] Epoch: [384] [2220/2904] eta: 0:08:35 lr: 0.001374 loss: 0.1750 (0.1866) loss_rec_all: 0.2013 (0.2126) loss_rec_sfr: 0.2128 (0.2704) loss_cl: -0.2788 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [09:19:31.995185] Epoch: [384] [2240/2904] eta: 0:08:20 lr: 0.001374 loss: 0.1764 (0.1866) loss_rec_all: 0.2024 (0.2126) loss_rec_sfr: 0.2575 (0.2704) loss_cl: -0.2786 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [09:19:46.910452] Epoch: [384] [2260/2904] eta: 0:08:05 lr: 0.001374 loss: 0.1748 (0.1866) loss_rec_all: 0.2007 (0.2126) loss_rec_sfr: 0.2211 (0.2703) loss_cl: -0.2788 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [09:20:01.828985] Epoch: [384] [2280/2904] eta: 0:07:50 lr: 0.001374 loss: 0.1753 (0.1865) loss_rec_all: 0.2017 (0.2125) loss_rec_sfr: 0.2136 (0.2699) loss_cl: -0.2794 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [09:20:16.748427] Epoch: [384] [2300/2904] eta: 0:07:35 lr: 0.001374 loss: 0.1783 (0.1865) loss_rec_all: 0.2043 (0.2125) loss_rec_sfr: 0.2526 (0.2700) loss_cl: -0.2789 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [09:20:31.664803] Epoch: [384] [2320/2904] eta: 0:07:20 lr: 0.001374 loss: 0.1739 (0.1866) loss_rec_all: 0.2005 (0.2126) loss_rec_sfr: 0.2547 (0.2702) loss_cl: -0.2787 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [09:20:46.583152] Epoch: [384] [2340/2904] eta: 0:07:05 lr: 0.001374 loss: 0.1827 (0.1866) loss_rec_all: 0.2088 (0.2126) loss_rec_sfr: 0.2576 (0.2703) loss_cl: -0.2793 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [09:21:01.499249] Epoch: [384] [2360/2904] eta: 0:06:50 lr: 0.001374 loss: 0.1766 (0.1866) loss_rec_all: 0.2027 (0.2126) loss_rec_sfr: 0.2519 (0.2703) loss_cl: -0.2794 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [09:21:16.417173] Epoch: [384] [2380/2904] eta: 0:06:34 lr: 0.001374 loss: 0.1794 (0.1865) loss_rec_all: 0.2054 (0.2125) loss_rec_sfr: 0.2483 (0.2700) loss_cl: -0.2789 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [09:21:31.336662] Epoch: [384] [2400/2904] eta: 0:06:19 lr: 0.001374 loss: 0.1767 (0.1865) loss_rec_all: 0.2027 (0.2125) loss_rec_sfr: 0.2502 (0.2700) loss_cl: -0.2781 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [09:21:46.256421] Epoch: [384] [2420/2904] eta: 0:06:04 lr: 0.001374 loss: 0.1773 (0.1865) loss_rec_all: 0.2034 (0.2125) loss_rec_sfr: 0.2586 (0.2698) loss_cl: -0.2783 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [09:22:01.171673] Epoch: [384] [2440/2904] eta: 0:05:49 lr: 0.001374 loss: 0.1766 (0.1864) loss_rec_all: 0.2029 (0.2124) loss_rec_sfr: 0.2425 (0.2696) loss_cl: -0.2794 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [09:22:16.085134] Epoch: [384] [2460/2904] eta: 0:05:34 lr: 0.001374 loss: 0.1792 (0.1864) loss_rec_all: 0.2055 (0.2124) loss_rec_sfr: 0.2545 (0.2695) loss_cl: -0.2799 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [09:22:31.002377] Epoch: [384] [2480/2904] eta: 0:05:19 lr: 0.001374 loss: 0.1751 (0.1863) loss_rec_all: 0.2016 (0.2123) loss_rec_sfr: 0.2164 (0.2693) loss_cl: -0.2787 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [09:22:45.924181] Epoch: [384] [2500/2904] eta: 0:05:04 lr: 0.001374 loss: 0.1717 (0.1863) loss_rec_all: 0.1974 (0.2123) loss_rec_sfr: 0.2463 (0.2690) loss_cl: -0.2786 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [09:23:00.843007] Epoch: [384] [2520/2904] eta: 0:04:49 lr: 0.001374 loss: 0.1723 (0.1862) loss_rec_all: 0.1987 (0.2122) loss_rec_sfr: 0.2494 (0.2689) loss_cl: -0.2775 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [09:23:15.759702] Epoch: [384] [2540/2904] eta: 0:04:34 lr: 0.001374 loss: 0.1803 (0.1862) loss_rec_all: 0.2068 (0.2122) loss_rec_sfr: 0.2549 (0.2689) loss_cl: -0.2781 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [09:23:30.671690] Epoch: [384] [2560/2904] eta: 0:04:19 lr: 0.001374 loss: 0.1851 (0.1863) loss_rec_all: 0.2113 (0.2123) loss_rec_sfr: 0.2512 (0.2692) loss_cl: -0.2796 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [09:23:45.589435] Epoch: [384] [2580/2904] eta: 0:04:03 lr: 0.001374 loss: 0.1763 (0.1863) loss_rec_all: 0.2024 (0.2123) loss_rec_sfr: 0.2487 (0.2692) loss_cl: -0.2793 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [09:24:00.506001] Epoch: [384] [2600/2904] eta: 0:03:48 lr: 0.001374 loss: 0.1762 (0.1863) loss_rec_all: 0.2025 (0.2124) loss_rec_sfr: 0.2608 (0.2694) loss_cl: -0.2791 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [09:24:15.424426] Epoch: [384] [2620/2904] eta: 0:03:33 lr: 0.001373 loss: 0.1802 (0.1864) loss_rec_all: 0.2064 (0.2124) loss_rec_sfr: 0.2547 (0.2694) loss_cl: -0.2799 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [09:24:30.337266] Epoch: [384] [2640/2904] eta: 0:03:18 lr: 0.001373 loss: 0.1779 (0.1864) loss_rec_all: 0.2039 (0.2124) loss_rec_sfr: 0.2577 (0.2695) loss_cl: -0.2793 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [09:24:45.253493] Epoch: [384] [2660/2904] eta: 0:03:03 lr: 0.001373 loss: 0.1757 (0.1864) loss_rec_all: 0.2022 (0.2124) loss_rec_sfr: 0.2507 (0.2693) loss_cl: -0.2784 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [09:25:00.175311] Epoch: [384] [2680/2904] eta: 0:02:48 lr: 0.001373 loss: 0.1788 (0.1864) loss_rec_all: 0.2050 (0.2124) loss_rec_sfr: 0.2578 (0.2695) loss_cl: -0.2787 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [09:25:15.091393] Epoch: [384] [2700/2904] eta: 0:02:33 lr: 0.001373 loss: 0.1762 (0.1865) loss_rec_all: 0.2021 (0.2125) loss_rec_sfr: 0.2584 (0.2698) loss_cl: -0.2795 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [09:25:30.009540] Epoch: [384] [2720/2904] eta: 0:02:18 lr: 0.001373 loss: 0.1843 (0.1865) loss_rec_all: 0.2105 (0.2125) loss_rec_sfr: 0.2578 (0.2700) loss_cl: -0.2789 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [09:25:44.929318] Epoch: [384] [2740/2904] eta: 0:02:03 lr: 0.001373 loss: 0.1775 (0.1866) loss_rec_all: 0.2037 (0.2126) loss_rec_sfr: 0.2549 (0.2702) loss_cl: -0.2794 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [09:25:59.849189] Epoch: [384] [2760/2904] eta: 0:01:48 lr: 0.001373 loss: 0.1777 (0.1866) loss_rec_all: 0.2036 (0.2126) loss_rec_sfr: 0.2570 (0.2703) loss_cl: -0.2794 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [09:26:14.766884] Epoch: [384] [2780/2904] eta: 0:01:33 lr: 0.001373 loss: 0.1760 (0.1866) loss_rec_all: 0.2024 (0.2126) loss_rec_sfr: 0.2550 (0.2704) loss_cl: -0.2788 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [09:26:29.683240] Epoch: [384] [2800/2904] eta: 0:01:18 lr: 0.001373 loss: 0.1742 (0.1866) loss_rec_all: 0.2006 (0.2126) loss_rec_sfr: 0.2468 (0.2704) loss_cl: -0.2784 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [09:26:44.595015] Epoch: [384] [2820/2904] eta: 0:01:03 lr: 0.001373 loss: 0.1761 (0.1866) loss_rec_all: 0.2024 (0.2126) loss_rec_sfr: 0.2197 (0.2703) loss_cl: -0.2787 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [09:26:59.531266] Epoch: [384] [2840/2904] eta: 0:00:48 lr: 0.001373 loss: 0.1787 (0.1866) loss_rec_all: 0.2048 (0.2126) loss_rec_sfr: 0.2496 (0.2701) loss_cl: -0.2793 (-0.2789) time: 0.7468 data: 0.0023 max mem: 29860 [09:27:14.424304] Epoch: [384] [2860/2904] eta: 0:00:33 lr: 0.001373 loss: 0.1813 (0.1866) loss_rec_all: 0.2075 (0.2126) loss_rec_sfr: 0.2567 (0.2703) loss_cl: -0.2791 (-0.2789) time: 0.7446 data: 0.0001 max mem: 29860 [09:27:29.319281] Epoch: [384] [2880/2904] eta: 0:00:18 lr: 0.001373 loss: 0.1762 (0.1866) loss_rec_all: 0.2022 (0.2126) loss_rec_sfr: 0.2582 (0.2702) loss_cl: -0.2785 (-0.2789) time: 0.7447 data: 0.0001 max mem: 29860 [09:27:44.213534] Epoch: [384] [2900/2904] eta: 0:00:03 lr: 0.001373 loss: 0.1760 (0.1866) loss_rec_all: 0.2022 (0.2126) loss_rec_sfr: 0.2489 (0.2702) loss_cl: -0.2786 (-0.2789) time: 0.7447 data: 0.0001 max mem: 29860 [09:27:46.455326] Epoch: [384] [2903/2904] eta: 0:00:00 lr: 0.001373 loss: 0.1760 (0.1866) loss_rec_all: 0.2022 (0.2126) loss_rec_sfr: 0.2565 (0.2702) loss_cl: -0.2786 (-0.2789) time: 0.7447 data: 0.0001 max mem: 29860 [09:27:48.498209] Epoch: [384] Total time: 0:36:26 (0.7530 s / it) [09:27:48.504064] Averaged stats: lr: 0.001373 loss: 0.1760 (0.1890) loss_rec_all: 0.2022 (0.2127) loss_rec_sfr: 0.2565 (0.2708) loss_cl: -0.2786 (-0.2557) [09:27:48.515922] log_dir: ./checkpoint/VF2_ViT-B [09:28:04.052924] Epoch: [385] [ 0/2904] eta: 12:31:56 lr: 0.001373 loss: 0.1715 (0.1715) loss_rec_all: 0.1980 (0.1980) loss_rec_sfr: 0.1892 (0.1892) loss_cl: -0.2784 (-0.2784) time: 15.5360 data: 12.4263 max mem: 29860 [09:28:22.414504] Epoch: [385] [ 20/2904] eta: 1:17:35 lr: 0.001373 loss: 0.1771 (0.1882) loss_rec_all: 0.2033 (0.2142) loss_rec_sfr: 0.2514 (0.2775) loss_cl: -0.2795 (-0.2792) time: 0.9180 data: 0.1166 max mem: 29860 [09:28:37.301721] Epoch: [385] [ 40/2904] eta: 0:56:47 lr: 0.001373 loss: 0.1747 (0.1840) loss_rec_all: 0.2009 (0.2101) loss_rec_sfr: 0.2159 (0.2600) loss_cl: -0.2794 (-0.2793) time: 0.7443 data: 0.0002 max mem: 29860 [09:28:52.195535] Epoch: [385] [ 60/2904] eta: 0:49:28 lr: 0.001373 loss: 0.1752 (0.1830) loss_rec_all: 0.2015 (0.2091) loss_rec_sfr: 0.2489 (0.2568) loss_cl: -0.2793 (-0.2792) time: 0.7446 data: 0.0002 max mem: 29860 [09:29:07.108554] Epoch: [385] [ 80/2904] eta: 0:45:39 lr: 0.001373 loss: 0.1789 (0.1857) loss_rec_all: 0.2053 (0.2118) loss_rec_sfr: 0.2542 (0.2668) loss_cl: -0.2787 (-0.2791) time: 0.7456 data: 0.0002 max mem: 29860 [09:29:22.028728] Epoch: [385] [ 100/2904] eta: 0:43:15 lr: 0.001373 loss: 0.1757 (0.1867) loss_rec_all: 0.2024 (0.2128) loss_rec_sfr: 0.2553 (0.2707) loss_cl: -0.2793 (-0.2791) time: 0.7460 data: 0.0002 max mem: 29860 [09:29:36.951887] Epoch: [385] [ 120/2904] eta: 0:41:34 lr: 0.001373 loss: 0.1749 (0.1860) loss_rec_all: 0.2008 (0.2120) loss_rec_sfr: 0.2534 (0.2681) loss_cl: -0.2790 (-0.2791) time: 0.7461 data: 0.0002 max mem: 29860 [09:29:51.892920] Epoch: [385] [ 140/2904] eta: 0:40:18 lr: 0.001373 loss: 0.1778 (0.1865) loss_rec_all: 0.2040 (0.2125) loss_rec_sfr: 0.2578 (0.2704) loss_cl: -0.2788 (-0.2790) time: 0.7470 data: 0.0002 max mem: 29860 [09:30:06.834112] Epoch: [385] [ 160/2904] eta: 0:39:17 lr: 0.001373 loss: 0.1742 (0.1863) loss_rec_all: 0.2001 (0.2123) loss_rec_sfr: 0.2479 (0.2695) loss_cl: -0.2791 (-0.2790) time: 0.7470 data: 0.0002 max mem: 29860 [09:30:21.789904] Epoch: [385] [ 180/2904] eta: 0:38:26 lr: 0.001373 loss: 0.1722 (0.1864) loss_rec_all: 0.1989 (0.2124) loss_rec_sfr: 0.2545 (0.2704) loss_cl: -0.2788 (-0.2790) time: 0.7478 data: 0.0002 max mem: 29860 [09:30:36.715653] Epoch: [385] [ 200/2904] eta: 0:37:42 lr: 0.001373 loss: 0.1757 (0.1861) loss_rec_all: 0.2017 (0.2121) loss_rec_sfr: 0.2524 (0.2701) loss_cl: -0.2784 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [09:30:51.632388] Epoch: [385] [ 220/2904] eta: 0:37:03 lr: 0.001373 loss: 0.1755 (0.1861) loss_rec_all: 0.2019 (0.2121) loss_rec_sfr: 0.2185 (0.2692) loss_cl: -0.2788 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [09:31:06.548584] Epoch: [385] [ 240/2904] eta: 0:36:28 lr: 0.001373 loss: 0.1768 (0.1865) loss_rec_all: 0.2029 (0.2126) loss_rec_sfr: 0.2474 (0.2708) loss_cl: -0.2795 (-0.2790) time: 0.7458 data: 0.0002 max mem: 29860 [09:31:21.461534] Epoch: [385] [ 260/2904] eta: 0:35:57 lr: 0.001373 loss: 0.1794 (0.1866) loss_rec_all: 0.2056 (0.2126) loss_rec_sfr: 0.2486 (0.2703) loss_cl: -0.2790 (-0.2790) time: 0.7456 data: 0.0002 max mem: 29860 [09:31:36.370980] Epoch: [385] [ 280/2904] eta: 0:35:27 lr: 0.001373 loss: 0.1782 (0.1862) loss_rec_all: 0.2043 (0.2123) loss_rec_sfr: 0.2534 (0.2694) loss_cl: -0.2798 (-0.2791) time: 0.7454 data: 0.0002 max mem: 29860 [09:31:51.299052] Epoch: [385] [ 300/2904] eta: 0:35:00 lr: 0.001373 loss: 0.1782 (0.1862) loss_rec_all: 0.2045 (0.2123) loss_rec_sfr: 0.2633 (0.2697) loss_cl: -0.2792 (-0.2791) time: 0.7464 data: 0.0002 max mem: 29860 [09:32:06.213111] Epoch: [385] [ 320/2904] eta: 0:34:34 lr: 0.001372 loss: 0.1740 (0.1859) loss_rec_all: 0.2000 (0.2119) loss_rec_sfr: 0.2507 (0.2684) loss_cl: -0.2784 (-0.2790) time: 0.7457 data: 0.0002 max mem: 29860 [09:32:21.139773] Epoch: [385] [ 340/2904] eta: 0:34:09 lr: 0.001372 loss: 0.1765 (0.1857) loss_rec_all: 0.2027 (0.2117) loss_rec_sfr: 0.2537 (0.2678) loss_cl: -0.2791 (-0.2790) time: 0.7463 data: 0.0002 max mem: 29860 [09:32:36.056729] Epoch: [385] [ 360/2904] eta: 0:33:46 lr: 0.001372 loss: 0.1757 (0.1857) loss_rec_all: 0.2017 (0.2117) loss_rec_sfr: 0.2588 (0.2685) loss_cl: -0.2786 (-0.2790) time: 0.7458 data: 0.0002 max mem: 29860 [09:32:50.973981] Epoch: [385] [ 380/2904] eta: 0:33:23 lr: 0.001372 loss: 0.1767 (0.1860) loss_rec_all: 0.2027 (0.2120) loss_rec_sfr: 0.2477 (0.2693) loss_cl: -0.2787 (-0.2790) time: 0.7458 data: 0.0002 max mem: 29860 [09:33:05.889201] Epoch: [385] [ 400/2904] eta: 0:33:01 lr: 0.001372 loss: 0.1774 (0.1860) loss_rec_all: 0.2038 (0.2120) loss_rec_sfr: 0.2577 (0.2695) loss_cl: -0.2790 (-0.2790) time: 0.7457 data: 0.0002 max mem: 29860 [09:33:20.806255] Epoch: [385] [ 420/2904] eta: 0:32:40 lr: 0.001372 loss: 0.1798 (0.1862) loss_rec_all: 0.2061 (0.2122) loss_rec_sfr: 0.2518 (0.2700) loss_cl: -0.2790 (-0.2790) time: 0.7458 data: 0.0002 max mem: 29860 [09:33:35.728416] Epoch: [385] [ 440/2904] eta: 0:32:19 lr: 0.001372 loss: 0.1765 (0.1860) loss_rec_all: 0.2032 (0.2121) loss_rec_sfr: 0.2587 (0.2694) loss_cl: -0.2793 (-0.2790) time: 0.7461 data: 0.0002 max mem: 29860 [09:33:50.643115] Epoch: [385] [ 460/2904] eta: 0:31:59 lr: 0.001372 loss: 0.1749 (0.1860) loss_rec_all: 0.2014 (0.2120) loss_rec_sfr: 0.2472 (0.2692) loss_cl: -0.2798 (-0.2790) time: 0.7457 data: 0.0002 max mem: 29860 [09:34:05.558219] Epoch: [385] [ 480/2904] eta: 0:31:39 lr: 0.001372 loss: 0.1810 (0.1863) loss_rec_all: 0.2071 (0.2123) loss_rec_sfr: 0.2611 (0.2703) loss_cl: -0.2786 (-0.2790) time: 0.7457 data: 0.0002 max mem: 29860 [09:34:20.478471] Epoch: [385] [ 500/2904] eta: 0:31:20 lr: 0.001372 loss: 0.1778 (0.1862) loss_rec_all: 0.2038 (0.2122) loss_rec_sfr: 0.2555 (0.2702) loss_cl: -0.2776 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [09:34:35.395566] Epoch: [385] [ 520/2904] eta: 0:31:01 lr: 0.001372 loss: 0.1774 (0.1864) loss_rec_all: 0.2038 (0.2124) loss_rec_sfr: 0.2594 (0.2706) loss_cl: -0.2782 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [09:34:50.313241] Epoch: [385] [ 540/2904] eta: 0:30:43 lr: 0.001372 loss: 0.1743 (0.1862) loss_rec_all: 0.2004 (0.2122) loss_rec_sfr: 0.2432 (0.2698) loss_cl: -0.2796 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [09:35:05.228609] Epoch: [385] [ 560/2904] eta: 0:30:24 lr: 0.001372 loss: 0.1738 (0.1859) loss_rec_all: 0.2002 (0.2119) loss_rec_sfr: 0.2457 (0.2689) loss_cl: -0.2805 (-0.2790) time: 0.7457 data: 0.0002 max mem: 29860 [09:35:20.136192] Epoch: [385] [ 580/2904] eta: 0:30:06 lr: 0.001372 loss: 0.1759 (0.1858) loss_rec_all: 0.2022 (0.2119) loss_rec_sfr: 0.2508 (0.2683) loss_cl: -0.2792 (-0.2790) time: 0.7453 data: 0.0002 max mem: 29860 [09:35:35.051658] Epoch: [385] [ 600/2904] eta: 0:29:48 lr: 0.001372 loss: 0.1743 (0.1859) loss_rec_all: 0.2007 (0.2119) loss_rec_sfr: 0.2509 (0.2685) loss_cl: -0.2785 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [09:35:49.967467] Epoch: [385] [ 620/2904] eta: 0:29:30 lr: 0.001372 loss: 0.1743 (0.1857) loss_rec_all: 0.2004 (0.2117) loss_rec_sfr: 0.2440 (0.2678) loss_cl: -0.2780 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [09:36:04.881693] Epoch: [385] [ 640/2904] eta: 0:29:13 lr: 0.001372 loss: 0.1746 (0.1855) loss_rec_all: 0.2007 (0.2116) loss_rec_sfr: 0.2627 (0.2679) loss_cl: -0.2794 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [09:36:19.798798] Epoch: [385] [ 660/2904] eta: 0:28:55 lr: 0.001372 loss: 0.1802 (0.1856) loss_rec_all: 0.2064 (0.2116) loss_rec_sfr: 0.2562 (0.2684) loss_cl: -0.2798 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [09:36:34.715791] Epoch: [385] [ 680/2904] eta: 0:28:38 lr: 0.001372 loss: 0.1756 (0.1857) loss_rec_all: 0.2021 (0.2117) loss_rec_sfr: 0.2465 (0.2684) loss_cl: -0.2794 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [09:36:49.632332] Epoch: [385] [ 700/2904] eta: 0:28:21 lr: 0.001372 loss: 0.1740 (0.1855) loss_rec_all: 0.2002 (0.2115) loss_rec_sfr: 0.2493 (0.2677) loss_cl: -0.2792 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [09:37:04.549824] Epoch: [385] [ 720/2904] eta: 0:28:04 lr: 0.001372 loss: 0.1788 (0.1858) loss_rec_all: 0.2051 (0.2118) loss_rec_sfr: 0.2634 (0.2689) loss_cl: -0.2790 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [09:37:19.464220] Epoch: [385] [ 740/2904] eta: 0:27:47 lr: 0.001372 loss: 0.1732 (0.1860) loss_rec_all: 0.1996 (0.2120) loss_rec_sfr: 0.2529 (0.2696) loss_cl: -0.2787 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [09:37:34.375014] Epoch: [385] [ 760/2904] eta: 0:27:30 lr: 0.001372 loss: 0.1811 (0.1861) loss_rec_all: 0.2078 (0.2121) loss_rec_sfr: 0.2554 (0.2699) loss_cl: -0.2793 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [09:37:49.291133] Epoch: [385] [ 780/2904] eta: 0:27:13 lr: 0.001372 loss: 0.1755 (0.1862) loss_rec_all: 0.2015 (0.2122) loss_rec_sfr: 0.2588 (0.2704) loss_cl: -0.2791 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [09:38:04.209546] Epoch: [385] [ 800/2904] eta: 0:26:57 lr: 0.001372 loss: 0.1739 (0.1862) loss_rec_all: 0.2000 (0.2122) loss_rec_sfr: 0.2506 (0.2702) loss_cl: -0.2783 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [09:38:19.123960] Epoch: [385] [ 820/2904] eta: 0:26:40 lr: 0.001372 loss: 0.1803 (0.1863) loss_rec_all: 0.2063 (0.2123) loss_rec_sfr: 0.2521 (0.2706) loss_cl: -0.2786 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [09:38:34.038729] Epoch: [385] [ 840/2904] eta: 0:26:24 lr: 0.001372 loss: 0.1778 (0.1863) loss_rec_all: 0.2041 (0.2123) loss_rec_sfr: 0.2535 (0.2703) loss_cl: -0.2793 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [09:38:48.946113] Epoch: [385] [ 860/2904] eta: 0:26:07 lr: 0.001372 loss: 0.1852 (0.1864) loss_rec_all: 0.2113 (0.2124) loss_rec_sfr: 0.2557 (0.2705) loss_cl: -0.2791 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [09:39:03.856003] Epoch: [385] [ 880/2904] eta: 0:25:51 lr: 0.001372 loss: 0.1767 (0.1864) loss_rec_all: 0.2034 (0.2124) loss_rec_sfr: 0.2472 (0.2704) loss_cl: -0.2800 (-0.2790) time: 0.7455 data: 0.0002 max mem: 29860 [09:39:18.771908] Epoch: [385] [ 900/2904] eta: 0:25:35 lr: 0.001371 loss: 0.1755 (0.1863) loss_rec_all: 0.2016 (0.2123) loss_rec_sfr: 0.2601 (0.2702) loss_cl: -0.2785 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [09:39:33.694996] Epoch: [385] [ 920/2904] eta: 0:25:18 lr: 0.001371 loss: 0.1811 (0.1863) loss_rec_all: 0.2072 (0.2123) loss_rec_sfr: 0.2580 (0.2701) loss_cl: -0.2792 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [09:39:48.616244] Epoch: [385] [ 940/2904] eta: 0:25:02 lr: 0.001371 loss: 0.1798 (0.1863) loss_rec_all: 0.2060 (0.2123) loss_rec_sfr: 0.2462 (0.2701) loss_cl: -0.2790 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [09:40:03.537892] Epoch: [385] [ 960/2904] eta: 0:24:46 lr: 0.001371 loss: 0.1788 (0.1864) loss_rec_all: 0.2050 (0.2124) loss_rec_sfr: 0.2706 (0.2708) loss_cl: -0.2789 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [09:40:18.458182] Epoch: [385] [ 980/2904] eta: 0:24:30 lr: 0.001371 loss: 0.1823 (0.1866) loss_rec_all: 0.2087 (0.2126) loss_rec_sfr: 0.2619 (0.2714) loss_cl: -0.2787 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [09:40:33.375703] Epoch: [385] [1000/2904] eta: 0:24:14 lr: 0.001371 loss: 0.1753 (0.1867) loss_rec_all: 0.2016 (0.2126) loss_rec_sfr: 0.2478 (0.2715) loss_cl: -0.2786 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [09:40:48.296020] Epoch: [385] [1020/2904] eta: 0:23:58 lr: 0.001371 loss: 0.1891 (0.1870) loss_rec_all: 0.2152 (0.2129) loss_rec_sfr: 0.2612 (0.2725) loss_cl: -0.2792 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [09:41:03.214033] Epoch: [385] [1040/2904] eta: 0:23:42 lr: 0.001371 loss: 0.1750 (0.1867) loss_rec_all: 0.2016 (0.2127) loss_rec_sfr: 0.2501 (0.2719) loss_cl: -0.2796 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [09:41:18.131589] Epoch: [385] [1060/2904] eta: 0:23:27 lr: 0.001371 loss: 0.1774 (0.1867) loss_rec_all: 0.2033 (0.2127) loss_rec_sfr: 0.2569 (0.2716) loss_cl: -0.2784 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [09:41:33.044273] Epoch: [385] [1080/2904] eta: 0:23:11 lr: 0.001371 loss: 0.1801 (0.1868) loss_rec_all: 0.2060 (0.2128) loss_rec_sfr: 0.2627 (0.2720) loss_cl: -0.2787 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [09:41:47.963399] Epoch: [385] [1100/2904] eta: 0:22:55 lr: 0.001371 loss: 0.1787 (0.1868) loss_rec_all: 0.2048 (0.2128) loss_rec_sfr: 0.2619 (0.2722) loss_cl: -0.2781 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [09:42:02.883873] Epoch: [385] [1120/2904] eta: 0:22:39 lr: 0.001371 loss: 0.1749 (0.1868) loss_rec_all: 0.2010 (0.2128) loss_rec_sfr: 0.2415 (0.2722) loss_cl: -0.2792 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [09:42:17.806679] Epoch: [385] [1140/2904] eta: 0:22:23 lr: 0.001371 loss: 0.1775 (0.1868) loss_rec_all: 0.2036 (0.2128) loss_rec_sfr: 0.2475 (0.2720) loss_cl: -0.2794 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [09:42:32.722102] Epoch: [385] [1160/2904] eta: 0:22:08 lr: 0.001371 loss: 0.1767 (0.1868) loss_rec_all: 0.2027 (0.2128) loss_rec_sfr: 0.2620 (0.2723) loss_cl: -0.2785 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [09:42:47.638122] Epoch: [385] [1180/2904] eta: 0:21:52 lr: 0.001371 loss: 0.1787 (0.1869) loss_rec_all: 0.2047 (0.2129) loss_rec_sfr: 0.2622 (0.2728) loss_cl: -0.2783 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [09:43:02.555456] Epoch: [385] [1200/2904] eta: 0:21:36 lr: 0.001371 loss: 0.1727 (0.1869) loss_rec_all: 0.1985 (0.2129) loss_rec_sfr: 0.2094 (0.2727) loss_cl: -0.2779 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [09:43:17.479250] Epoch: [385] [1220/2904] eta: 0:21:21 lr: 0.001371 loss: 0.1793 (0.1868) loss_rec_all: 0.2055 (0.2128) loss_rec_sfr: 0.2543 (0.2723) loss_cl: -0.2785 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [09:43:32.395340] Epoch: [385] [1240/2904] eta: 0:21:05 lr: 0.001371 loss: 0.1786 (0.1868) loss_rec_all: 0.2050 (0.2128) loss_rec_sfr: 0.2588 (0.2725) loss_cl: -0.2796 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [09:43:47.312062] Epoch: [385] [1260/2904] eta: 0:20:49 lr: 0.001371 loss: 0.1830 (0.1869) loss_rec_all: 0.2092 (0.2129) loss_rec_sfr: 0.2555 (0.2727) loss_cl: -0.2795 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [09:44:02.235432] Epoch: [385] [1280/2904] eta: 0:20:34 lr: 0.001371 loss: 0.1795 (0.1869) loss_rec_all: 0.2055 (0.2129) loss_rec_sfr: 0.2592 (0.2729) loss_cl: -0.2788 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [09:44:17.154224] Epoch: [385] [1300/2904] eta: 0:20:18 lr: 0.001371 loss: 0.1779 (0.1869) loss_rec_all: 0.2044 (0.2129) loss_rec_sfr: 0.2565 (0.2727) loss_cl: -0.2785 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [09:44:32.068461] Epoch: [385] [1320/2904] eta: 0:20:03 lr: 0.001371 loss: 0.1814 (0.1869) loss_rec_all: 0.2075 (0.2129) loss_rec_sfr: 0.2595 (0.2727) loss_cl: -0.2789 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [09:44:46.983748] Epoch: [385] [1340/2904] eta: 0:19:47 lr: 0.001371 loss: 0.1784 (0.1868) loss_rec_all: 0.2044 (0.2128) loss_rec_sfr: 0.2495 (0.2726) loss_cl: -0.2791 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [09:45:01.895103] Epoch: [385] [1360/2904] eta: 0:19:32 lr: 0.001371 loss: 0.1764 (0.1868) loss_rec_all: 0.2028 (0.2128) loss_rec_sfr: 0.2625 (0.2727) loss_cl: -0.2797 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [09:45:16.816545] Epoch: [385] [1380/2904] eta: 0:19:16 lr: 0.001371 loss: 0.1768 (0.1868) loss_rec_all: 0.2030 (0.2128) loss_rec_sfr: 0.2537 (0.2725) loss_cl: -0.2790 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [09:45:31.734432] Epoch: [385] [1400/2904] eta: 0:19:01 lr: 0.001371 loss: 0.1792 (0.1869) loss_rec_all: 0.2051 (0.2129) loss_rec_sfr: 0.2591 (0.2729) loss_cl: -0.2784 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [09:45:46.652945] Epoch: [385] [1420/2904] eta: 0:18:45 lr: 0.001371 loss: 0.1801 (0.1869) loss_rec_all: 0.2060 (0.2128) loss_rec_sfr: 0.2526 (0.2729) loss_cl: -0.2785 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [09:46:01.570398] Epoch: [385] [1440/2904] eta: 0:18:30 lr: 0.001371 loss: 0.1790 (0.1868) loss_rec_all: 0.2051 (0.2128) loss_rec_sfr: 0.2570 (0.2728) loss_cl: -0.2793 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [09:46:16.484644] Epoch: [385] [1460/2904] eta: 0:18:15 lr: 0.001371 loss: 0.1739 (0.1867) loss_rec_all: 0.2001 (0.2127) loss_rec_sfr: 0.2610 (0.2725) loss_cl: -0.2793 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [09:46:31.398683] Epoch: [385] [1480/2904] eta: 0:17:59 lr: 0.001371 loss: 0.1782 (0.1868) loss_rec_all: 0.2041 (0.2128) loss_rec_sfr: 0.2562 (0.2727) loss_cl: -0.2789 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [09:46:46.310943] Epoch: [385] [1500/2904] eta: 0:17:44 lr: 0.001370 loss: 0.1777 (0.1868) loss_rec_all: 0.2038 (0.2127) loss_rec_sfr: 0.2563 (0.2727) loss_cl: -0.2794 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [09:47:01.223456] Epoch: [385] [1520/2904] eta: 0:17:28 lr: 0.001370 loss: 0.1782 (0.1868) loss_rec_all: 0.2047 (0.2128) loss_rec_sfr: 0.2593 (0.2729) loss_cl: -0.2787 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [09:47:16.137704] Epoch: [385] [1540/2904] eta: 0:17:13 lr: 0.001370 loss: 0.1800 (0.1868) loss_rec_all: 0.2063 (0.2128) loss_rec_sfr: 0.2541 (0.2728) loss_cl: -0.2794 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [09:47:31.056449] Epoch: [385] [1560/2904] eta: 0:16:58 lr: 0.001370 loss: 0.1762 (0.1868) loss_rec_all: 0.2023 (0.2128) loss_rec_sfr: 0.2625 (0.2728) loss_cl: -0.2791 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [09:47:45.976028] Epoch: [385] [1580/2904] eta: 0:16:42 lr: 0.001370 loss: 0.1786 (0.1869) loss_rec_all: 0.2047 (0.2129) loss_rec_sfr: 0.2525 (0.2731) loss_cl: -0.2791 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [09:48:00.894011] Epoch: [385] [1600/2904] eta: 0:16:27 lr: 0.001370 loss: 0.1763 (0.1869) loss_rec_all: 0.2027 (0.2129) loss_rec_sfr: 0.2617 (0.2731) loss_cl: -0.2795 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [09:48:15.810755] Epoch: [385] [1620/2904] eta: 0:16:12 lr: 0.001370 loss: 0.1767 (0.1868) loss_rec_all: 0.2028 (0.2128) loss_rec_sfr: 0.2526 (0.2728) loss_cl: -0.2796 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [09:48:30.730991] Epoch: [385] [1640/2904] eta: 0:15:56 lr: 0.001370 loss: 0.1749 (0.1868) loss_rec_all: 0.2009 (0.2127) loss_rec_sfr: 0.2572 (0.2727) loss_cl: -0.2787 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [09:48:45.650798] Epoch: [385] [1660/2904] eta: 0:15:41 lr: 0.001370 loss: 0.1783 (0.1867) loss_rec_all: 0.2042 (0.2127) loss_rec_sfr: 0.2612 (0.2726) loss_cl: -0.2783 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [09:49:00.569466] Epoch: [385] [1680/2904] eta: 0:15:26 lr: 0.001370 loss: 0.1776 (0.1867) loss_rec_all: 0.2036 (0.2127) loss_rec_sfr: 0.2487 (0.2725) loss_cl: -0.2779 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [09:49:15.485692] Epoch: [385] [1700/2904] eta: 0:15:10 lr: 0.001370 loss: 0.1802 (0.1867) loss_rec_all: 0.2061 (0.2127) loss_rec_sfr: 0.2518 (0.2725) loss_cl: -0.2789 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [09:49:30.401343] Epoch: [385] [1720/2904] eta: 0:14:55 lr: 0.001370 loss: 0.1779 (0.1868) loss_rec_all: 0.2043 (0.2127) loss_rec_sfr: 0.2239 (0.2725) loss_cl: -0.2796 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [09:49:45.317430] Epoch: [385] [1740/2904] eta: 0:14:40 lr: 0.001370 loss: 0.1800 (0.1868) loss_rec_all: 0.2063 (0.2128) loss_rec_sfr: 0.2545 (0.2728) loss_cl: -0.2793 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [09:50:00.235726] Epoch: [385] [1760/2904] eta: 0:14:25 lr: 0.001370 loss: 0.1753 (0.1869) loss_rec_all: 0.2020 (0.2129) loss_rec_sfr: 0.2575 (0.2730) loss_cl: -0.2789 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [09:50:15.150721] Epoch: [385] [1780/2904] eta: 0:14:09 lr: 0.001370 loss: 0.1832 (0.1870) loss_rec_all: 0.2091 (0.2130) loss_rec_sfr: 0.2641 (0.2734) loss_cl: -0.2787 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [09:50:30.062910] Epoch: [385] [1800/2904] eta: 0:13:54 lr: 0.001370 loss: 0.1792 (0.1871) loss_rec_all: 0.2056 (0.2130) loss_rec_sfr: 0.2586 (0.2735) loss_cl: -0.2784 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [09:50:44.977747] Epoch: [385] [1820/2904] eta: 0:13:39 lr: 0.001370 loss: 0.1771 (0.1870) loss_rec_all: 0.2031 (0.2130) loss_rec_sfr: 0.2498 (0.2734) loss_cl: -0.2786 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [09:50:59.897751] Epoch: [385] [1840/2904] eta: 0:13:24 lr: 0.001370 loss: 0.1786 (0.1870) loss_rec_all: 0.2051 (0.2130) loss_rec_sfr: 0.2510 (0.2732) loss_cl: -0.2792 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [09:51:14.816155] Epoch: [385] [1860/2904] eta: 0:13:08 lr: 0.001370 loss: 0.1756 (0.1870) loss_rec_all: 0.2018 (0.2129) loss_rec_sfr: 0.2528 (0.2730) loss_cl: -0.2788 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [09:51:29.737991] Epoch: [385] [1880/2904] eta: 0:12:53 lr: 0.001370 loss: 0.1782 (0.1870) loss_rec_all: 0.2050 (0.2130) loss_rec_sfr: 0.2593 (0.2730) loss_cl: -0.2795 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [09:51:44.659256] Epoch: [385] [1900/2904] eta: 0:12:38 lr: 0.001370 loss: 0.1769 (0.1870) loss_rec_all: 0.2032 (0.2130) loss_rec_sfr: 0.2575 (0.2731) loss_cl: -0.2785 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [09:51:59.576979] Epoch: [385] [1920/2904] eta: 0:12:23 lr: 0.001370 loss: 0.1798 (0.1870) loss_rec_all: 0.2063 (0.2130) loss_rec_sfr: 0.2605 (0.2733) loss_cl: -0.2781 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [09:52:14.499969] Epoch: [385] [1940/2904] eta: 0:12:08 lr: 0.001370 loss: 0.1799 (0.1871) loss_rec_all: 0.2059 (0.2131) loss_rec_sfr: 0.2588 (0.2737) loss_cl: -0.2782 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [09:52:29.420239] Epoch: [385] [1960/2904] eta: 0:11:52 lr: 0.001370 loss: 0.1792 (0.1871) loss_rec_all: 0.2054 (0.2131) loss_rec_sfr: 0.2506 (0.2735) loss_cl: -0.2789 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [09:52:44.335429] Epoch: [385] [1980/2904] eta: 0:11:37 lr: 0.001370 loss: 0.1775 (0.1872) loss_rec_all: 0.2039 (0.2131) loss_rec_sfr: 0.2571 (0.2737) loss_cl: -0.2793 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [09:52:59.252188] Epoch: [385] [2000/2904] eta: 0:11:22 lr: 0.001370 loss: 0.1781 (0.1872) loss_rec_all: 0.2041 (0.2132) loss_rec_sfr: 0.2647 (0.2738) loss_cl: -0.2794 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [09:53:14.164565] Epoch: [385] [2020/2904] eta: 0:11:07 lr: 0.001370 loss: 0.1788 (0.1871) loss_rec_all: 0.2048 (0.2131) loss_rec_sfr: 0.2557 (0.2735) loss_cl: -0.2792 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [09:53:29.077811] Epoch: [385] [2040/2904] eta: 0:10:52 lr: 0.001370 loss: 0.1757 (0.1871) loss_rec_all: 0.2015 (0.2131) loss_rec_sfr: 0.2211 (0.2733) loss_cl: -0.2793 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [09:53:43.988277] Epoch: [385] [2060/2904] eta: 0:10:36 lr: 0.001370 loss: 0.1741 (0.1871) loss_rec_all: 0.2003 (0.2130) loss_rec_sfr: 0.2566 (0.2732) loss_cl: -0.2794 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [09:53:58.899845] Epoch: [385] [2080/2904] eta: 0:10:21 lr: 0.001369 loss: 0.1743 (0.1870) loss_rec_all: 0.2006 (0.2129) loss_rec_sfr: 0.2128 (0.2728) loss_cl: -0.2795 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [09:54:13.815555] Epoch: [385] [2100/2904] eta: 0:10:06 lr: 0.001369 loss: 0.1780 (0.1870) loss_rec_all: 0.2042 (0.2130) loss_rec_sfr: 0.2578 (0.2729) loss_cl: -0.2791 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [09:54:28.732442] Epoch: [385] [2120/2904] eta: 0:09:51 lr: 0.001369 loss: 0.1766 (0.1870) loss_rec_all: 0.2025 (0.2130) loss_rec_sfr: 0.2505 (0.2727) loss_cl: -0.2785 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [09:54:43.650610] Epoch: [385] [2140/2904] eta: 0:09:36 lr: 0.001369 loss: 0.1746 (0.1869) loss_rec_all: 0.2008 (0.2129) loss_rec_sfr: 0.2527 (0.2725) loss_cl: -0.2789 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [09:54:58.701445] Epoch: [385] [2160/2904] eta: 0:09:21 lr: 0.001369 loss: 0.1765 (0.1869) loss_rec_all: 0.2031 (0.2129) loss_rec_sfr: 0.2572 (0.2723) loss_cl: -0.2794 (-0.2789) time: 0.7525 data: 0.0002 max mem: 29860 [09:55:13.616221] Epoch: [385] [2180/2904] eta: 0:09:06 lr: 0.001369 loss: 0.1742 (0.1869) loss_rec_all: 0.2004 (0.2129) loss_rec_sfr: 0.2493 (0.2723) loss_cl: -0.2799 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [09:55:28.526565] Epoch: [385] [2200/2904] eta: 0:08:50 lr: 0.001369 loss: 0.1791 (0.1869) loss_rec_all: 0.2052 (0.2129) loss_rec_sfr: 0.2477 (0.2722) loss_cl: -0.2799 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [09:55:43.439744] Epoch: [385] [2220/2904] eta: 0:08:35 lr: 0.001369 loss: 0.1744 (0.1868) loss_rec_all: 0.2006 (0.2128) loss_rec_sfr: 0.2591 (0.2721) loss_cl: -0.2798 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [09:55:58.363262] Epoch: [385] [2240/2904] eta: 0:08:20 lr: 0.001369 loss: 0.1769 (0.1868) loss_rec_all: 0.2029 (0.2128) loss_rec_sfr: 0.2577 (0.2721) loss_cl: -0.2799 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [09:56:13.272312] Epoch: [385] [2260/2904] eta: 0:08:05 lr: 0.001369 loss: 0.1741 (0.1868) loss_rec_all: 0.2005 (0.2128) loss_rec_sfr: 0.2583 (0.2722) loss_cl: -0.2784 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [09:56:28.184804] Epoch: [385] [2280/2904] eta: 0:07:50 lr: 0.001369 loss: 0.1784 (0.1869) loss_rec_all: 0.2042 (0.2128) loss_rec_sfr: 0.2522 (0.2723) loss_cl: -0.2786 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [09:56:43.098846] Epoch: [385] [2300/2904] eta: 0:07:35 lr: 0.001369 loss: 0.1737 (0.1868) loss_rec_all: 0.2001 (0.2128) loss_rec_sfr: 0.2185 (0.2719) loss_cl: -0.2796 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [09:56:58.011286] Epoch: [385] [2320/2904] eta: 0:07:20 lr: 0.001369 loss: 0.1804 (0.1868) loss_rec_all: 0.2067 (0.2128) loss_rec_sfr: 0.2561 (0.2719) loss_cl: -0.2791 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [09:57:12.925497] Epoch: [385] [2340/2904] eta: 0:07:05 lr: 0.001369 loss: 0.1738 (0.1867) loss_rec_all: 0.2003 (0.2127) loss_rec_sfr: 0.2469 (0.2717) loss_cl: -0.2797 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [09:57:27.838590] Epoch: [385] [2360/2904] eta: 0:06:49 lr: 0.001369 loss: 0.1799 (0.1867) loss_rec_all: 0.2060 (0.2127) loss_rec_sfr: 0.2561 (0.2714) loss_cl: -0.2798 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [09:57:42.753853] Epoch: [385] [2380/2904] eta: 0:06:34 lr: 0.001369 loss: 0.1820 (0.1867) loss_rec_all: 0.2081 (0.2127) loss_rec_sfr: 0.2587 (0.2716) loss_cl: -0.2789 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [09:57:57.667308] Epoch: [385] [2400/2904] eta: 0:06:19 lr: 0.001369 loss: 0.1753 (0.1867) loss_rec_all: 0.2013 (0.2127) loss_rec_sfr: 0.2628 (0.2717) loss_cl: -0.2797 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [09:58:12.583717] Epoch: [385] [2420/2904] eta: 0:06:04 lr: 0.001369 loss: 0.1778 (0.1868) loss_rec_all: 0.2040 (0.2128) loss_rec_sfr: 0.2546 (0.2718) loss_cl: -0.2789 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [09:58:27.502944] Epoch: [385] [2440/2904] eta: 0:05:49 lr: 0.001369 loss: 0.1818 (0.1868) loss_rec_all: 0.2078 (0.2128) loss_rec_sfr: 0.2536 (0.2718) loss_cl: -0.2784 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [09:58:42.422978] Epoch: [385] [2460/2904] eta: 0:05:34 lr: 0.001369 loss: 0.1750 (0.1868) loss_rec_all: 0.2012 (0.2128) loss_rec_sfr: 0.2550 (0.2718) loss_cl: -0.2789 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [09:58:57.335763] Epoch: [385] [2480/2904] eta: 0:05:19 lr: 0.001369 loss: 0.1768 (0.1867) loss_rec_all: 0.2030 (0.2127) loss_rec_sfr: 0.2155 (0.2716) loss_cl: -0.2788 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [09:59:12.248778] Epoch: [385] [2500/2904] eta: 0:05:04 lr: 0.001369 loss: 0.1780 (0.1868) loss_rec_all: 0.2046 (0.2128) loss_rec_sfr: 0.2570 (0.2718) loss_cl: -0.2792 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [09:59:27.161242] Epoch: [385] [2520/2904] eta: 0:04:49 lr: 0.001369 loss: 0.1747 (0.1868) loss_rec_all: 0.2015 (0.2128) loss_rec_sfr: 0.2476 (0.2718) loss_cl: -0.2798 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [09:59:42.068209] Epoch: [385] [2540/2904] eta: 0:04:34 lr: 0.001369 loss: 0.1790 (0.1868) loss_rec_all: 0.2050 (0.2128) loss_rec_sfr: 0.2433 (0.2716) loss_cl: -0.2787 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [09:59:56.980809] Epoch: [385] [2560/2904] eta: 0:04:19 lr: 0.001369 loss: 0.1749 (0.1868) loss_rec_all: 0.2009 (0.2127) loss_rec_sfr: 0.2612 (0.2717) loss_cl: -0.2782 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [10:00:11.896651] Epoch: [385] [2580/2904] eta: 0:04:03 lr: 0.001369 loss: 0.1782 (0.1867) loss_rec_all: 0.2042 (0.2127) loss_rec_sfr: 0.2578 (0.2716) loss_cl: -0.2788 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [10:00:26.818475] Epoch: [385] [2600/2904] eta: 0:03:48 lr: 0.001369 loss: 0.1719 (0.1867) loss_rec_all: 0.1985 (0.2126) loss_rec_sfr: 0.2179 (0.2713) loss_cl: -0.2793 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [10:00:41.736365] Epoch: [385] [2620/2904] eta: 0:03:33 lr: 0.001369 loss: 0.1752 (0.1866) loss_rec_all: 0.2011 (0.2126) loss_rec_sfr: 0.2585 (0.2713) loss_cl: -0.2795 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [10:00:56.651677] Epoch: [385] [2640/2904] eta: 0:03:18 lr: 0.001369 loss: 0.1816 (0.1866) loss_rec_all: 0.2078 (0.2126) loss_rec_sfr: 0.2582 (0.2713) loss_cl: -0.2806 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [10:01:11.562693] Epoch: [385] [2660/2904] eta: 0:03:03 lr: 0.001369 loss: 0.1772 (0.1866) loss_rec_all: 0.2035 (0.2126) loss_rec_sfr: 0.2514 (0.2711) loss_cl: -0.2790 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [10:01:26.486261] Epoch: [385] [2680/2904] eta: 0:02:48 lr: 0.001368 loss: 0.1786 (0.1866) loss_rec_all: 0.2046 (0.2126) loss_rec_sfr: 0.2152 (0.2709) loss_cl: -0.2776 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [10:01:41.404517] Epoch: [385] [2700/2904] eta: 0:02:33 lr: 0.001368 loss: 0.1737 (0.1865) loss_rec_all: 0.1999 (0.2125) loss_rec_sfr: 0.2449 (0.2707) loss_cl: -0.2793 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [10:01:56.331877] Epoch: [385] [2720/2904] eta: 0:02:18 lr: 0.001368 loss: 0.1806 (0.1865) loss_rec_all: 0.2068 (0.2125) loss_rec_sfr: 0.2630 (0.2709) loss_cl: -0.2798 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [10:02:11.262799] Epoch: [385] [2740/2904] eta: 0:02:03 lr: 0.001368 loss: 0.1809 (0.1866) loss_rec_all: 0.2070 (0.2126) loss_rec_sfr: 0.2591 (0.2712) loss_cl: -0.2787 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [10:02:26.189578] Epoch: [385] [2760/2904] eta: 0:01:48 lr: 0.001368 loss: 0.1789 (0.1866) loss_rec_all: 0.2052 (0.2126) loss_rec_sfr: 0.2566 (0.2712) loss_cl: -0.2792 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [10:02:41.115233] Epoch: [385] [2780/2904] eta: 0:01:33 lr: 0.001368 loss: 0.1763 (0.1866) loss_rec_all: 0.2025 (0.2126) loss_rec_sfr: 0.2532 (0.2713) loss_cl: -0.2798 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [10:02:56.034254] Epoch: [385] [2800/2904] eta: 0:01:18 lr: 0.001368 loss: 0.1796 (0.1866) loss_rec_all: 0.2057 (0.2126) loss_rec_sfr: 0.2589 (0.2714) loss_cl: -0.2802 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [10:03:10.953354] Epoch: [385] [2820/2904] eta: 0:01:03 lr: 0.001368 loss: 0.1753 (0.1866) loss_rec_all: 0.2016 (0.2126) loss_rec_sfr: 0.2572 (0.2715) loss_cl: -0.2792 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [10:03:25.900743] Epoch: [385] [2840/2904] eta: 0:00:48 lr: 0.001368 loss: 0.1765 (0.1867) loss_rec_all: 0.2025 (0.2126) loss_rec_sfr: 0.2620 (0.2716) loss_cl: -0.2787 (-0.2789) time: 0.7473 data: 0.0023 max mem: 29860 [10:03:40.804075] Epoch: [385] [2860/2904] eta: 0:00:33 lr: 0.001368 loss: 0.1817 (0.1867) loss_rec_all: 0.2081 (0.2127) loss_rec_sfr: 0.2570 (0.2716) loss_cl: -0.2785 (-0.2789) time: 0.7451 data: 0.0001 max mem: 29860 [10:03:55.697653] Epoch: [385] [2880/2904] eta: 0:00:18 lr: 0.001368 loss: 0.1789 (0.1867) loss_rec_all: 0.2049 (0.2126) loss_rec_sfr: 0.2580 (0.2715) loss_cl: -0.2787 (-0.2789) time: 0.7446 data: 0.0001 max mem: 29860 [10:04:10.596002] Epoch: [385] [2900/2904] eta: 0:00:03 lr: 0.001368 loss: 0.1787 (0.1867) loss_rec_all: 0.2048 (0.2127) loss_rec_sfr: 0.2596 (0.2716) loss_cl: -0.2793 (-0.2789) time: 0.7449 data: 0.0001 max mem: 29860 [10:04:12.837623] Epoch: [385] [2903/2904] eta: 0:00:00 lr: 0.001368 loss: 0.1736 (0.1867) loss_rec_all: 0.2003 (0.2127) loss_rec_sfr: 0.2604 (0.2716) loss_cl: -0.2794 (-0.2789) time: 0.7449 data: 0.0001 max mem: 29860 [10:04:14.978488] Epoch: [385] Total time: 0:36:26 (0.7529 s / it) [10:04:14.979459] Averaged stats: lr: 0.001368 loss: 0.1736 (0.1893) loss_rec_all: 0.2003 (0.2130) loss_rec_sfr: 0.2604 (0.2724) loss_cl: -0.2794 (-0.2557) [10:04:14.984061] log_dir: ./checkpoint/VF2_ViT-B [10:04:31.331893] Epoch: [386] [ 0/2904] eta: 13:11:08 lr: 0.001368 loss: 0.1696 (0.1696) loss_rec_all: 0.1961 (0.1961) loss_rec_sfr: 0.1842 (0.1842) loss_cl: -0.2779 (-0.2779) time: 16.3458 data: 10.7783 max mem: 29860 [10:04:48.941643] Epoch: [386] [ 20/2904] eta: 1:17:43 lr: 0.001368 loss: 0.1776 (0.1865) loss_rec_all: 0.2040 (0.2126) loss_rec_sfr: 0.2523 (0.2657) loss_cl: -0.2794 (-0.2791) time: 0.8804 data: 0.0129 max mem: 29860 [10:05:03.861815] Epoch: [386] [ 40/2904] eta: 0:56:54 lr: 0.001368 loss: 0.1781 (0.1876) loss_rec_all: 0.2044 (0.2135) loss_rec_sfr: 0.2484 (0.2729) loss_cl: -0.2788 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [10:05:18.769147] Epoch: [386] [ 60/2904] eta: 0:49:33 lr: 0.001368 loss: 0.1743 (0.1876) loss_rec_all: 0.2005 (0.2136) loss_rec_sfr: 0.2479 (0.2731) loss_cl: -0.2795 (-0.2790) time: 0.7453 data: 0.0003 max mem: 29860 [10:05:33.679200] Epoch: [386] [ 80/2904] eta: 0:45:43 lr: 0.001368 loss: 0.1774 (0.1870) loss_rec_all: 0.2035 (0.2130) loss_rec_sfr: 0.2583 (0.2718) loss_cl: -0.2796 (-0.2790) time: 0.7455 data: 0.0002 max mem: 29860 [10:05:48.625663] Epoch: [386] [ 100/2904] eta: 0:43:19 lr: 0.001368 loss: 0.1793 (0.1878) loss_rec_all: 0.2058 (0.2137) loss_rec_sfr: 0.2537 (0.2729) loss_cl: -0.2782 (-0.2789) time: 0.7473 data: 0.0003 max mem: 29860 [10:06:03.589337] Epoch: [386] [ 120/2904] eta: 0:41:38 lr: 0.001368 loss: 0.1762 (0.1884) loss_rec_all: 0.2022 (0.2144) loss_rec_sfr: 0.2566 (0.2753) loss_cl: -0.2784 (-0.2787) time: 0.7481 data: 0.0003 max mem: 29860 [10:06:18.553976] Epoch: [386] [ 140/2904] eta: 0:40:22 lr: 0.001368 loss: 0.1838 (0.1889) loss_rec_all: 0.2099 (0.2148) loss_rec_sfr: 0.2576 (0.2767) loss_cl: -0.2783 (-0.2787) time: 0.7482 data: 0.0003 max mem: 29860 [10:06:33.471074] Epoch: [386] [ 160/2904] eta: 0:39:20 lr: 0.001368 loss: 0.1783 (0.1904) loss_rec_all: 0.2044 (0.2163) loss_rec_sfr: 0.2584 (0.2825) loss_cl: -0.2793 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [10:06:48.411337] Epoch: [386] [ 180/2904] eta: 0:38:28 lr: 0.001368 loss: 0.1811 (0.1907) loss_rec_all: 0.2073 (0.2166) loss_rec_sfr: 0.2563 (0.2833) loss_cl: -0.2792 (-0.2788) time: 0.7470 data: 0.0002 max mem: 29860 [10:07:03.327633] Epoch: [386] [ 200/2904] eta: 0:37:44 lr: 0.001368 loss: 0.1758 (0.1902) loss_rec_all: 0.2021 (0.2161) loss_rec_sfr: 0.2545 (0.2813) loss_cl: -0.2797 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [10:07:18.246594] Epoch: [386] [ 220/2904] eta: 0:37:05 lr: 0.001368 loss: 0.1754 (0.1899) loss_rec_all: 0.2016 (0.2158) loss_rec_sfr: 0.2518 (0.2800) loss_cl: -0.2795 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [10:07:33.166222] Epoch: [386] [ 240/2904] eta: 0:36:30 lr: 0.001368 loss: 0.1769 (0.1902) loss_rec_all: 0.2029 (0.2161) loss_rec_sfr: 0.2503 (0.2806) loss_cl: -0.2783 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [10:07:48.099081] Epoch: [386] [ 260/2904] eta: 0:35:58 lr: 0.001368 loss: 0.1768 (0.1897) loss_rec_all: 0.2031 (0.2156) loss_rec_sfr: 0.2543 (0.2791) loss_cl: -0.2791 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [10:08:03.014413] Epoch: [386] [ 280/2904] eta: 0:35:29 lr: 0.001368 loss: 0.1756 (0.1887) loss_rec_all: 0.2020 (0.2147) loss_rec_sfr: 0.2131 (0.2755) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [10:08:17.932836] Epoch: [386] [ 300/2904] eta: 0:35:01 lr: 0.001368 loss: 0.1766 (0.1886) loss_rec_all: 0.2027 (0.2145) loss_rec_sfr: 0.2529 (0.2747) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [10:08:32.848038] Epoch: [386] [ 320/2904] eta: 0:34:35 lr: 0.001368 loss: 0.1763 (0.1882) loss_rec_all: 0.2024 (0.2141) loss_rec_sfr: 0.2218 (0.2731) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [10:08:47.774801] Epoch: [386] [ 340/2904] eta: 0:34:11 lr: 0.001368 loss: 0.1790 (0.1879) loss_rec_all: 0.2049 (0.2139) loss_rec_sfr: 0.2535 (0.2724) loss_cl: -0.2792 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [10:09:02.691103] Epoch: [386] [ 360/2904] eta: 0:33:47 lr: 0.001367 loss: 0.1743 (0.1876) loss_rec_all: 0.2005 (0.2136) loss_rec_sfr: 0.2562 (0.2719) loss_cl: -0.2789 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [10:09:17.609499] Epoch: [386] [ 380/2904] eta: 0:33:24 lr: 0.001367 loss: 0.1748 (0.1875) loss_rec_all: 0.2012 (0.2134) loss_rec_sfr: 0.2504 (0.2716) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [10:09:32.534042] Epoch: [386] [ 400/2904] eta: 0:33:02 lr: 0.001367 loss: 0.1777 (0.1875) loss_rec_all: 0.2037 (0.2134) loss_rec_sfr: 0.2508 (0.2718) loss_cl: -0.2786 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [10:09:47.457295] Epoch: [386] [ 420/2904] eta: 0:32:41 lr: 0.001367 loss: 0.1818 (0.1880) loss_rec_all: 0.2082 (0.2139) loss_rec_sfr: 0.2543 (0.2736) loss_cl: -0.2794 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [10:10:02.376391] Epoch: [386] [ 440/2904] eta: 0:32:20 lr: 0.001367 loss: 0.1761 (0.1877) loss_rec_all: 0.2020 (0.2137) loss_rec_sfr: 0.2549 (0.2728) loss_cl: -0.2794 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [10:10:17.295822] Epoch: [386] [ 460/2904] eta: 0:32:00 lr: 0.001367 loss: 0.1763 (0.1875) loss_rec_all: 0.2029 (0.2135) loss_rec_sfr: 0.2504 (0.2718) loss_cl: -0.2790 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [10:10:32.209506] Epoch: [386] [ 480/2904] eta: 0:31:40 lr: 0.001367 loss: 0.1738 (0.1870) loss_rec_all: 0.2005 (0.2130) loss_rec_sfr: 0.2212 (0.2701) loss_cl: -0.2788 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [10:10:47.120860] Epoch: [386] [ 500/2904] eta: 0:31:21 lr: 0.001367 loss: 0.1834 (0.1871) loss_rec_all: 0.2094 (0.2131) loss_rec_sfr: 0.2597 (0.2705) loss_cl: -0.2780 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [10:11:02.035714] Epoch: [386] [ 520/2904] eta: 0:31:02 lr: 0.001367 loss: 0.1796 (0.1868) loss_rec_all: 0.2059 (0.2128) loss_rec_sfr: 0.2563 (0.2698) loss_cl: -0.2786 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [10:11:16.955413] Epoch: [386] [ 540/2904] eta: 0:30:43 lr: 0.001367 loss: 0.1773 (0.1867) loss_rec_all: 0.2034 (0.2127) loss_rec_sfr: 0.2442 (0.2692) loss_cl: -0.2797 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [10:11:31.870802] Epoch: [386] [ 560/2904] eta: 0:30:25 lr: 0.001367 loss: 0.1785 (0.1869) loss_rec_all: 0.2048 (0.2129) loss_rec_sfr: 0.2673 (0.2704) loss_cl: -0.2792 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [10:11:46.799615] Epoch: [386] [ 580/2904] eta: 0:30:07 lr: 0.001367 loss: 0.1763 (0.1869) loss_rec_all: 0.2022 (0.2129) loss_rec_sfr: 0.2568 (0.2704) loss_cl: -0.2793 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [10:12:01.724015] Epoch: [386] [ 600/2904] eta: 0:29:49 lr: 0.001367 loss: 0.1746 (0.1868) loss_rec_all: 0.2012 (0.2128) loss_rec_sfr: 0.2541 (0.2702) loss_cl: -0.2795 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [10:12:16.642998] Epoch: [386] [ 620/2904] eta: 0:29:31 lr: 0.001367 loss: 0.1749 (0.1866) loss_rec_all: 0.2010 (0.2126) loss_rec_sfr: 0.2418 (0.2696) loss_cl: -0.2777 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [10:12:31.553545] Epoch: [386] [ 640/2904] eta: 0:29:13 lr: 0.001367 loss: 0.1788 (0.1866) loss_rec_all: 0.2048 (0.2126) loss_rec_sfr: 0.2541 (0.2698) loss_cl: -0.2784 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [10:12:46.463182] Epoch: [386] [ 660/2904] eta: 0:28:56 lr: 0.001367 loss: 0.1758 (0.1864) loss_rec_all: 0.2023 (0.2124) loss_rec_sfr: 0.2510 (0.2693) loss_cl: -0.2795 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [10:13:01.380343] Epoch: [386] [ 680/2904] eta: 0:28:38 lr: 0.001367 loss: 0.1752 (0.1865) loss_rec_all: 0.2021 (0.2125) loss_rec_sfr: 0.2579 (0.2700) loss_cl: -0.2800 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [10:13:16.295434] Epoch: [386] [ 700/2904] eta: 0:28:21 lr: 0.001367 loss: 0.1742 (0.1865) loss_rec_all: 0.2004 (0.2125) loss_rec_sfr: 0.2504 (0.2696) loss_cl: -0.2791 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [10:13:31.201084] Epoch: [386] [ 720/2904] eta: 0:28:04 lr: 0.001367 loss: 0.1785 (0.1865) loss_rec_all: 0.2048 (0.2125) loss_rec_sfr: 0.2611 (0.2699) loss_cl: -0.2783 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [10:13:46.114431] Epoch: [386] [ 740/2904] eta: 0:27:47 lr: 0.001367 loss: 0.1762 (0.1867) loss_rec_all: 0.2023 (0.2127) loss_rec_sfr: 0.2523 (0.2704) loss_cl: -0.2786 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [10:14:01.030561] Epoch: [386] [ 760/2904] eta: 0:27:30 lr: 0.001367 loss: 0.1736 (0.1864) loss_rec_all: 0.1998 (0.2124) loss_rec_sfr: 0.2467 (0.2695) loss_cl: -0.2790 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [10:14:15.946526] Epoch: [386] [ 780/2904] eta: 0:27:14 lr: 0.001367 loss: 0.1793 (0.1867) loss_rec_all: 0.2053 (0.2127) loss_rec_sfr: 0.2627 (0.2707) loss_cl: -0.2788 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [10:14:30.857085] Epoch: [386] [ 800/2904] eta: 0:26:57 lr: 0.001367 loss: 0.1758 (0.1865) loss_rec_all: 0.2022 (0.2125) loss_rec_sfr: 0.2523 (0.2701) loss_cl: -0.2784 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [10:14:45.771168] Epoch: [386] [ 820/2904] eta: 0:26:41 lr: 0.001367 loss: 0.1870 (0.1869) loss_rec_all: 0.2133 (0.2129) loss_rec_sfr: 0.2563 (0.2713) loss_cl: -0.2790 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [10:15:00.684573] Epoch: [386] [ 840/2904] eta: 0:26:24 lr: 0.001367 loss: 0.1772 (0.1869) loss_rec_all: 0.2037 (0.2129) loss_rec_sfr: 0.2403 (0.2711) loss_cl: -0.2789 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [10:15:15.604217] Epoch: [386] [ 860/2904] eta: 0:26:08 lr: 0.001367 loss: 0.1773 (0.1869) loss_rec_all: 0.2036 (0.2129) loss_rec_sfr: 0.2570 (0.2714) loss_cl: -0.2793 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [10:15:30.524265] Epoch: [386] [ 880/2904] eta: 0:25:51 lr: 0.001367 loss: 0.1778 (0.1869) loss_rec_all: 0.2041 (0.2128) loss_rec_sfr: 0.2199 (0.2709) loss_cl: -0.2793 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [10:15:45.440610] Epoch: [386] [ 900/2904] eta: 0:25:35 lr: 0.001367 loss: 0.1841 (0.1871) loss_rec_all: 0.2102 (0.2131) loss_rec_sfr: 0.2690 (0.2720) loss_cl: -0.2787 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [10:16:00.358037] Epoch: [386] [ 920/2904] eta: 0:25:19 lr: 0.001367 loss: 0.1766 (0.1870) loss_rec_all: 0.2027 (0.2130) loss_rec_sfr: 0.2491 (0.2716) loss_cl: -0.2790 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [10:16:15.269037] Epoch: [386] [ 940/2904] eta: 0:25:03 lr: 0.001367 loss: 0.1757 (0.1868) loss_rec_all: 0.2014 (0.2127) loss_rec_sfr: 0.2516 (0.2709) loss_cl: -0.2779 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [10:16:30.185127] Epoch: [386] [ 960/2904] eta: 0:24:47 lr: 0.001366 loss: 0.1786 (0.1870) loss_rec_all: 0.2047 (0.2129) loss_rec_sfr: 0.2621 (0.2717) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [10:16:45.104584] Epoch: [386] [ 980/2904] eta: 0:24:31 lr: 0.001366 loss: 0.1747 (0.1871) loss_rec_all: 0.2012 (0.2131) loss_rec_sfr: 0.2538 (0.2722) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [10:17:00.026687] Epoch: [386] [1000/2904] eta: 0:24:15 lr: 0.001366 loss: 0.1766 (0.1871) loss_rec_all: 0.2028 (0.2131) loss_rec_sfr: 0.2657 (0.2727) loss_cl: -0.2794 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [10:17:14.946519] Epoch: [386] [1020/2904] eta: 0:23:59 lr: 0.001366 loss: 0.1732 (0.1869) loss_rec_all: 0.1994 (0.2129) loss_rec_sfr: 0.2467 (0.2718) loss_cl: -0.2797 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [10:17:29.862124] Epoch: [386] [1040/2904] eta: 0:23:43 lr: 0.001366 loss: 0.1796 (0.1869) loss_rec_all: 0.2057 (0.2129) loss_rec_sfr: 0.2623 (0.2720) loss_cl: -0.2791 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [10:17:44.779108] Epoch: [386] [1060/2904] eta: 0:23:27 lr: 0.001366 loss: 0.1734 (0.1867) loss_rec_all: 0.1999 (0.2127) loss_rec_sfr: 0.2173 (0.2711) loss_cl: -0.2788 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [10:17:59.696864] Epoch: [386] [1080/2904] eta: 0:23:11 lr: 0.001366 loss: 0.1761 (0.1867) loss_rec_all: 0.2022 (0.2127) loss_rec_sfr: 0.2596 (0.2713) loss_cl: -0.2783 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [10:18:14.614384] Epoch: [386] [1100/2904] eta: 0:22:55 lr: 0.001366 loss: 0.1777 (0.1868) loss_rec_all: 0.2036 (0.2128) loss_rec_sfr: 0.2585 (0.2717) loss_cl: -0.2783 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [10:18:29.535594] Epoch: [386] [1120/2904] eta: 0:22:39 lr: 0.001366 loss: 0.1776 (0.1868) loss_rec_all: 0.2035 (0.2128) loss_rec_sfr: 0.2549 (0.2716) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [10:18:44.455872] Epoch: [386] [1140/2904] eta: 0:22:24 lr: 0.001366 loss: 0.1736 (0.1867) loss_rec_all: 0.1999 (0.2127) loss_rec_sfr: 0.2576 (0.2714) loss_cl: -0.2802 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [10:18:59.367297] Epoch: [386] [1160/2904] eta: 0:22:08 lr: 0.001366 loss: 0.1764 (0.1866) loss_rec_all: 0.2030 (0.2125) loss_rec_sfr: 0.2527 (0.2710) loss_cl: -0.2795 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [10:19:14.283642] Epoch: [386] [1180/2904] eta: 0:21:52 lr: 0.001366 loss: 0.1760 (0.1865) loss_rec_all: 0.2019 (0.2125) loss_rec_sfr: 0.2530 (0.2708) loss_cl: -0.2790 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [10:19:29.196964] Epoch: [386] [1200/2904] eta: 0:21:37 lr: 0.001366 loss: 0.1729 (0.1864) loss_rec_all: 0.1993 (0.2124) loss_rec_sfr: 0.2461 (0.2704) loss_cl: -0.2787 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [10:19:44.109518] Epoch: [386] [1220/2904] eta: 0:21:21 lr: 0.001366 loss: 0.1753 (0.1864) loss_rec_all: 0.2014 (0.2123) loss_rec_sfr: 0.2549 (0.2705) loss_cl: -0.2790 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [10:19:59.027602] Epoch: [386] [1240/2904] eta: 0:21:05 lr: 0.001366 loss: 0.1748 (0.1864) loss_rec_all: 0.2014 (0.2124) loss_rec_sfr: 0.2457 (0.2705) loss_cl: -0.2787 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [10:20:13.946316] Epoch: [386] [1260/2904] eta: 0:20:50 lr: 0.001366 loss: 0.1743 (0.1863) loss_rec_all: 0.2003 (0.2123) loss_rec_sfr: 0.2491 (0.2702) loss_cl: -0.2794 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [10:20:28.858978] Epoch: [386] [1280/2904] eta: 0:20:34 lr: 0.001366 loss: 0.1753 (0.1863) loss_rec_all: 0.2014 (0.2123) loss_rec_sfr: 0.2500 (0.2703) loss_cl: -0.2792 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [10:20:43.776743] Epoch: [386] [1300/2904] eta: 0:20:19 lr: 0.001366 loss: 0.1764 (0.1863) loss_rec_all: 0.2029 (0.2123) loss_rec_sfr: 0.2516 (0.2702) loss_cl: -0.2794 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [10:20:58.691312] Epoch: [386] [1320/2904] eta: 0:20:03 lr: 0.001366 loss: 0.1799 (0.1863) loss_rec_all: 0.2064 (0.2123) loss_rec_sfr: 0.2561 (0.2701) loss_cl: -0.2789 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [10:21:13.609725] Epoch: [386] [1340/2904] eta: 0:19:47 lr: 0.001366 loss: 0.1796 (0.1864) loss_rec_all: 0.2059 (0.2124) loss_rec_sfr: 0.2509 (0.2702) loss_cl: -0.2793 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [10:21:28.527498] Epoch: [386] [1360/2904] eta: 0:19:32 lr: 0.001366 loss: 0.1761 (0.1863) loss_rec_all: 0.2021 (0.2123) loss_rec_sfr: 0.2533 (0.2698) loss_cl: -0.2792 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [10:21:43.450698] Epoch: [386] [1380/2904] eta: 0:19:16 lr: 0.001366 loss: 0.1778 (0.1863) loss_rec_all: 0.2041 (0.2123) loss_rec_sfr: 0.2548 (0.2699) loss_cl: -0.2788 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [10:21:58.371111] Epoch: [386] [1400/2904] eta: 0:19:01 lr: 0.001366 loss: 0.1762 (0.1863) loss_rec_all: 0.2024 (0.2123) loss_rec_sfr: 0.2587 (0.2698) loss_cl: -0.2788 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [10:22:13.295761] Epoch: [386] [1420/2904] eta: 0:18:46 lr: 0.001366 loss: 0.1789 (0.1863) loss_rec_all: 0.2055 (0.2123) loss_rec_sfr: 0.2488 (0.2698) loss_cl: -0.2789 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [10:22:28.219798] Epoch: [386] [1440/2904] eta: 0:18:30 lr: 0.001366 loss: 0.1792 (0.1864) loss_rec_all: 0.2051 (0.2124) loss_rec_sfr: 0.2548 (0.2701) loss_cl: -0.2790 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [10:22:43.144674] Epoch: [386] [1460/2904] eta: 0:18:15 lr: 0.001366 loss: 0.1821 (0.1866) loss_rec_all: 0.2082 (0.2126) loss_rec_sfr: 0.2511 (0.2705) loss_cl: -0.2790 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [10:22:58.064244] Epoch: [386] [1480/2904] eta: 0:17:59 lr: 0.001366 loss: 0.1755 (0.1865) loss_rec_all: 0.2019 (0.2125) loss_rec_sfr: 0.2536 (0.2703) loss_cl: -0.2790 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [10:23:12.981131] Epoch: [386] [1500/2904] eta: 0:17:44 lr: 0.001366 loss: 0.1823 (0.1866) loss_rec_all: 0.2083 (0.2125) loss_rec_sfr: 0.2584 (0.2704) loss_cl: -0.2792 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [10:23:27.895050] Epoch: [386] [1520/2904] eta: 0:17:29 lr: 0.001366 loss: 0.1784 (0.1865) loss_rec_all: 0.2046 (0.2125) loss_rec_sfr: 0.2337 (0.2702) loss_cl: -0.2787 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [10:23:42.809795] Epoch: [386] [1540/2904] eta: 0:17:13 lr: 0.001365 loss: 0.1762 (0.1865) loss_rec_all: 0.2021 (0.2125) loss_rec_sfr: 0.2550 (0.2701) loss_cl: -0.2782 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [10:23:57.718886] Epoch: [386] [1560/2904] eta: 0:16:58 lr: 0.001365 loss: 0.1787 (0.1866) loss_rec_all: 0.2049 (0.2126) loss_rec_sfr: 0.2225 (0.2702) loss_cl: -0.2792 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [10:24:12.637075] Epoch: [386] [1580/2904] eta: 0:16:42 lr: 0.001365 loss: 0.1783 (0.1865) loss_rec_all: 0.2046 (0.2125) loss_rec_sfr: 0.2593 (0.2702) loss_cl: -0.2793 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [10:24:27.558170] Epoch: [386] [1600/2904] eta: 0:16:27 lr: 0.001365 loss: 0.1746 (0.1865) loss_rec_all: 0.2013 (0.2125) loss_rec_sfr: 0.2473 (0.2700) loss_cl: -0.2791 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [10:24:42.469876] Epoch: [386] [1620/2904] eta: 0:16:12 lr: 0.001365 loss: 0.1764 (0.1865) loss_rec_all: 0.2025 (0.2125) loss_rec_sfr: 0.2532 (0.2699) loss_cl: -0.2792 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [10:24:57.385542] Epoch: [386] [1640/2904] eta: 0:15:56 lr: 0.001365 loss: 0.1751 (0.1866) loss_rec_all: 0.2016 (0.2125) loss_rec_sfr: 0.2482 (0.2701) loss_cl: -0.2785 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [10:25:12.297630] Epoch: [386] [1660/2904] eta: 0:15:41 lr: 0.001365 loss: 0.1739 (0.1865) loss_rec_all: 0.2003 (0.2125) loss_rec_sfr: 0.2486 (0.2700) loss_cl: -0.2789 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [10:25:27.212137] Epoch: [386] [1680/2904] eta: 0:15:26 lr: 0.001365 loss: 0.1758 (0.1866) loss_rec_all: 0.2024 (0.2126) loss_rec_sfr: 0.2610 (0.2701) loss_cl: -0.2790 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [10:25:42.130452] Epoch: [386] [1700/2904] eta: 0:15:11 lr: 0.001365 loss: 0.1797 (0.1865) loss_rec_all: 0.2058 (0.2125) loss_rec_sfr: 0.2607 (0.2701) loss_cl: -0.2787 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [10:25:57.049274] Epoch: [386] [1720/2904] eta: 0:14:55 lr: 0.001365 loss: 0.1802 (0.1866) loss_rec_all: 0.2061 (0.2126) loss_rec_sfr: 0.2625 (0.2703) loss_cl: -0.2794 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [10:26:11.970309] Epoch: [386] [1740/2904] eta: 0:14:40 lr: 0.001365 loss: 0.1744 (0.1864) loss_rec_all: 0.2004 (0.2124) loss_rec_sfr: 0.2282 (0.2699) loss_cl: -0.2797 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [10:26:26.891603] Epoch: [386] [1760/2904] eta: 0:14:25 lr: 0.001365 loss: 0.1764 (0.1864) loss_rec_all: 0.2023 (0.2124) loss_rec_sfr: 0.2585 (0.2699) loss_cl: -0.2782 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [10:26:41.809545] Epoch: [386] [1780/2904] eta: 0:14:09 lr: 0.001365 loss: 0.1784 (0.1864) loss_rec_all: 0.2046 (0.2124) loss_rec_sfr: 0.2509 (0.2700) loss_cl: -0.2778 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [10:26:56.735854] Epoch: [386] [1800/2904] eta: 0:13:54 lr: 0.001365 loss: 0.1819 (0.1866) loss_rec_all: 0.2079 (0.2126) loss_rec_sfr: 0.2661 (0.2706) loss_cl: -0.2787 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [10:27:11.655331] Epoch: [386] [1820/2904] eta: 0:13:39 lr: 0.001365 loss: 0.1812 (0.1866) loss_rec_all: 0.2076 (0.2126) loss_rec_sfr: 0.2522 (0.2703) loss_cl: -0.2794 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [10:27:26.574789] Epoch: [386] [1840/2904] eta: 0:13:24 lr: 0.001365 loss: 0.1791 (0.1865) loss_rec_all: 0.2052 (0.2125) loss_rec_sfr: 0.2555 (0.2702) loss_cl: -0.2789 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [10:27:41.489462] Epoch: [386] [1860/2904] eta: 0:13:08 lr: 0.001365 loss: 0.1779 (0.1865) loss_rec_all: 0.2039 (0.2125) loss_rec_sfr: 0.2499 (0.2701) loss_cl: -0.2789 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [10:27:56.411111] Epoch: [386] [1880/2904] eta: 0:12:53 lr: 0.001365 loss: 0.1788 (0.1865) loss_rec_all: 0.2049 (0.2125) loss_rec_sfr: 0.2612 (0.2701) loss_cl: -0.2790 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [10:28:11.327247] Epoch: [386] [1900/2904] eta: 0:12:38 lr: 0.001365 loss: 0.1775 (0.1865) loss_rec_all: 0.2035 (0.2125) loss_rec_sfr: 0.2286 (0.2698) loss_cl: -0.2792 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [10:28:26.244014] Epoch: [386] [1920/2904] eta: 0:12:23 lr: 0.001365 loss: 0.1805 (0.1866) loss_rec_all: 0.2071 (0.2126) loss_rec_sfr: 0.2556 (0.2701) loss_cl: -0.2793 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [10:28:41.164807] Epoch: [386] [1940/2904] eta: 0:12:08 lr: 0.001365 loss: 0.1712 (0.1865) loss_rec_all: 0.1980 (0.2125) loss_rec_sfr: 0.1911 (0.2697) loss_cl: -0.2793 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [10:28:56.085097] Epoch: [386] [1960/2904] eta: 0:11:52 lr: 0.001365 loss: 0.1753 (0.1865) loss_rec_all: 0.2013 (0.2125) loss_rec_sfr: 0.2513 (0.2697) loss_cl: -0.2795 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [10:29:10.997436] Epoch: [386] [1980/2904] eta: 0:11:37 lr: 0.001365 loss: 0.1745 (0.1865) loss_rec_all: 0.2008 (0.2125) loss_rec_sfr: 0.2561 (0.2698) loss_cl: -0.2787 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [10:29:25.914432] Epoch: [386] [2000/2904] eta: 0:11:22 lr: 0.001365 loss: 0.1760 (0.1864) loss_rec_all: 0.2025 (0.2124) loss_rec_sfr: 0.2503 (0.2696) loss_cl: -0.2786 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [10:29:40.832395] Epoch: [386] [2020/2904] eta: 0:11:07 lr: 0.001365 loss: 0.1767 (0.1864) loss_rec_all: 0.2030 (0.2124) loss_rec_sfr: 0.2466 (0.2694) loss_cl: -0.2792 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [10:29:55.758644] Epoch: [386] [2040/2904] eta: 0:10:52 lr: 0.001365 loss: 0.1756 (0.1863) loss_rec_all: 0.2019 (0.2123) loss_rec_sfr: 0.2573 (0.2694) loss_cl: -0.2795 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [10:30:10.688241] Epoch: [386] [2060/2904] eta: 0:10:37 lr: 0.001365 loss: 0.1724 (0.1863) loss_rec_all: 0.1990 (0.2123) loss_rec_sfr: 0.2523 (0.2693) loss_cl: -0.2792 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [10:30:25.607523] Epoch: [386] [2080/2904] eta: 0:10:21 lr: 0.001365 loss: 0.1766 (0.1863) loss_rec_all: 0.2028 (0.2123) loss_rec_sfr: 0.2505 (0.2692) loss_cl: -0.2793 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [10:30:40.526229] Epoch: [386] [2100/2904] eta: 0:10:06 lr: 0.001365 loss: 0.1784 (0.1863) loss_rec_all: 0.2044 (0.2123) loss_rec_sfr: 0.2561 (0.2692) loss_cl: -0.2782 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [10:30:55.448436] Epoch: [386] [2120/2904] eta: 0:09:51 lr: 0.001365 loss: 0.1835 (0.1864) loss_rec_all: 0.2095 (0.2124) loss_rec_sfr: 0.2661 (0.2698) loss_cl: -0.2780 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [10:31:10.370015] Epoch: [386] [2140/2904] eta: 0:09:36 lr: 0.001364 loss: 0.1741 (0.1865) loss_rec_all: 0.2001 (0.2125) loss_rec_sfr: 0.2580 (0.2700) loss_cl: -0.2784 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [10:31:25.288540] Epoch: [386] [2160/2904] eta: 0:09:21 lr: 0.001364 loss: 0.1770 (0.1865) loss_rec_all: 0.2037 (0.2125) loss_rec_sfr: 0.2608 (0.2700) loss_cl: -0.2794 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [10:31:40.205346] Epoch: [386] [2180/2904] eta: 0:09:06 lr: 0.001364 loss: 0.1747 (0.1865) loss_rec_all: 0.2009 (0.2125) loss_rec_sfr: 0.2596 (0.2702) loss_cl: -0.2796 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [10:31:55.119565] Epoch: [386] [2200/2904] eta: 0:08:50 lr: 0.001364 loss: 0.1775 (0.1865) loss_rec_all: 0.2036 (0.2125) loss_rec_sfr: 0.2419 (0.2701) loss_cl: -0.2791 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [10:32:10.038734] Epoch: [386] [2220/2904] eta: 0:08:35 lr: 0.001364 loss: 0.1774 (0.1865) loss_rec_all: 0.2037 (0.2125) loss_rec_sfr: 0.2550 (0.2700) loss_cl: -0.2792 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [10:32:24.949875] Epoch: [386] [2240/2904] eta: 0:08:20 lr: 0.001364 loss: 0.1770 (0.1865) loss_rec_all: 0.2032 (0.2125) loss_rec_sfr: 0.2517 (0.2702) loss_cl: -0.2788 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [10:32:39.870628] Epoch: [386] [2260/2904] eta: 0:08:05 lr: 0.001364 loss: 0.1772 (0.1865) loss_rec_all: 0.2037 (0.2125) loss_rec_sfr: 0.2497 (0.2701) loss_cl: -0.2785 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [10:32:54.792764] Epoch: [386] [2280/2904] eta: 0:07:50 lr: 0.001364 loss: 0.1814 (0.1866) loss_rec_all: 0.2074 (0.2126) loss_rec_sfr: 0.2623 (0.2704) loss_cl: -0.2779 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [10:33:09.709313] Epoch: [386] [2300/2904] eta: 0:07:35 lr: 0.001364 loss: 0.1731 (0.1866) loss_rec_all: 0.1997 (0.2126) loss_rec_sfr: 0.2573 (0.2704) loss_cl: -0.2789 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [10:33:24.632012] Epoch: [386] [2320/2904] eta: 0:07:20 lr: 0.001364 loss: 0.1767 (0.1865) loss_rec_all: 0.2031 (0.2125) loss_rec_sfr: 0.2446 (0.2703) loss_cl: -0.2793 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [10:33:39.550486] Epoch: [386] [2340/2904] eta: 0:07:05 lr: 0.001364 loss: 0.1777 (0.1866) loss_rec_all: 0.2040 (0.2126) loss_rec_sfr: 0.2600 (0.2705) loss_cl: -0.2786 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [10:33:54.463143] Epoch: [386] [2360/2904] eta: 0:06:49 lr: 0.001364 loss: 0.1755 (0.1866) loss_rec_all: 0.2014 (0.2126) loss_rec_sfr: 0.2513 (0.2705) loss_cl: -0.2784 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [10:34:09.374380] Epoch: [386] [2380/2904] eta: 0:06:34 lr: 0.001364 loss: 0.1759 (0.1866) loss_rec_all: 0.2020 (0.2126) loss_rec_sfr: 0.2531 (0.2704) loss_cl: -0.2791 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [10:34:24.287216] Epoch: [386] [2400/2904] eta: 0:06:19 lr: 0.001364 loss: 0.1780 (0.1866) loss_rec_all: 0.2040 (0.2126) loss_rec_sfr: 0.2525 (0.2706) loss_cl: -0.2786 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [10:34:39.202959] Epoch: [386] [2420/2904] eta: 0:06:04 lr: 0.001364 loss: 0.1785 (0.1866) loss_rec_all: 0.2046 (0.2126) loss_rec_sfr: 0.2523 (0.2705) loss_cl: -0.2791 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [10:34:54.117819] Epoch: [386] [2440/2904] eta: 0:05:49 lr: 0.001364 loss: 0.1784 (0.1866) loss_rec_all: 0.2045 (0.2126) loss_rec_sfr: 0.2597 (0.2705) loss_cl: -0.2788 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [10:35:09.030294] Epoch: [386] [2460/2904] eta: 0:05:34 lr: 0.001364 loss: 0.1816 (0.1866) loss_rec_all: 0.2078 (0.2126) loss_rec_sfr: 0.2562 (0.2706) loss_cl: -0.2789 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [10:35:23.939908] Epoch: [386] [2480/2904] eta: 0:05:19 lr: 0.001364 loss: 0.1747 (0.1866) loss_rec_all: 0.2006 (0.2126) loss_rec_sfr: 0.2591 (0.2706) loss_cl: -0.2793 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [10:35:38.859583] Epoch: [386] [2500/2904] eta: 0:05:04 lr: 0.001364 loss: 0.1796 (0.1867) loss_rec_all: 0.2057 (0.2127) loss_rec_sfr: 0.2595 (0.2709) loss_cl: -0.2797 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [10:35:53.776080] Epoch: [386] [2520/2904] eta: 0:04:49 lr: 0.001364 loss: 0.1806 (0.1867) loss_rec_all: 0.2068 (0.2127) loss_rec_sfr: 0.2540 (0.2709) loss_cl: -0.2790 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [10:36:08.691898] Epoch: [386] [2540/2904] eta: 0:04:34 lr: 0.001364 loss: 0.1783 (0.1867) loss_rec_all: 0.2047 (0.2127) loss_rec_sfr: 0.2619 (0.2708) loss_cl: -0.2787 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [10:36:23.604152] Epoch: [386] [2560/2904] eta: 0:04:19 lr: 0.001364 loss: 0.1755 (0.1866) loss_rec_all: 0.2016 (0.2126) loss_rec_sfr: 0.2554 (0.2707) loss_cl: -0.2784 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [10:36:38.518607] Epoch: [386] [2580/2904] eta: 0:04:03 lr: 0.001364 loss: 0.1779 (0.1867) loss_rec_all: 0.2044 (0.2127) loss_rec_sfr: 0.2553 (0.2708) loss_cl: -0.2786 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [10:36:53.427300] Epoch: [386] [2600/2904] eta: 0:03:48 lr: 0.001364 loss: 0.1743 (0.1867) loss_rec_all: 0.2004 (0.2127) loss_rec_sfr: 0.2587 (0.2709) loss_cl: -0.2796 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [10:37:08.335849] Epoch: [386] [2620/2904] eta: 0:03:33 lr: 0.001364 loss: 0.1759 (0.1867) loss_rec_all: 0.2019 (0.2126) loss_rec_sfr: 0.2542 (0.2709) loss_cl: -0.2794 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [10:37:23.259352] Epoch: [386] [2640/2904] eta: 0:03:18 lr: 0.001364 loss: 0.1744 (0.1866) loss_rec_all: 0.2004 (0.2126) loss_rec_sfr: 0.2526 (0.2709) loss_cl: -0.2787 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [10:37:38.175319] Epoch: [386] [2660/2904] eta: 0:03:03 lr: 0.001364 loss: 0.1770 (0.1866) loss_rec_all: 0.2034 (0.2126) loss_rec_sfr: 0.2511 (0.2707) loss_cl: -0.2785 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [10:37:53.087589] Epoch: [386] [2680/2904] eta: 0:02:48 lr: 0.001364 loss: 0.1797 (0.1866) loss_rec_all: 0.2060 (0.2126) loss_rec_sfr: 0.2564 (0.2707) loss_cl: -0.2787 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [10:38:07.997706] Epoch: [386] [2700/2904] eta: 0:02:33 lr: 0.001364 loss: 0.1749 (0.1866) loss_rec_all: 0.2014 (0.2126) loss_rec_sfr: 0.2468 (0.2708) loss_cl: -0.2796 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [10:38:22.909172] Epoch: [386] [2720/2904] eta: 0:02:18 lr: 0.001363 loss: 0.1772 (0.1866) loss_rec_all: 0.2032 (0.2126) loss_rec_sfr: 0.2507 (0.2706) loss_cl: -0.2795 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [10:38:37.819557] Epoch: [386] [2740/2904] eta: 0:02:03 lr: 0.001363 loss: 0.1753 (0.1866) loss_rec_all: 0.2015 (0.2126) loss_rec_sfr: 0.2536 (0.2707) loss_cl: -0.2786 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [10:38:52.737318] Epoch: [386] [2760/2904] eta: 0:01:48 lr: 0.001363 loss: 0.1808 (0.1866) loss_rec_all: 0.2069 (0.2126) loss_rec_sfr: 0.2571 (0.2707) loss_cl: -0.2780 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [10:39:07.659392] Epoch: [386] [2780/2904] eta: 0:01:33 lr: 0.001363 loss: 0.1839 (0.1867) loss_rec_all: 0.2101 (0.2127) loss_rec_sfr: 0.2605 (0.2710) loss_cl: -0.2791 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [10:39:22.579913] Epoch: [386] [2800/2904] eta: 0:01:18 lr: 0.001363 loss: 0.1783 (0.1867) loss_rec_all: 0.2044 (0.2127) loss_rec_sfr: 0.2536 (0.2710) loss_cl: -0.2801 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [10:39:37.497477] Epoch: [386] [2820/2904] eta: 0:01:03 lr: 0.001363 loss: 0.1772 (0.1867) loss_rec_all: 0.2037 (0.2127) loss_rec_sfr: 0.2592 (0.2709) loss_cl: -0.2794 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [10:39:52.446205] Epoch: [386] [2840/2904] eta: 0:00:48 lr: 0.001363 loss: 0.1758 (0.1866) loss_rec_all: 0.2017 (0.2126) loss_rec_sfr: 0.2494 (0.2708) loss_cl: -0.2789 (-0.2789) time: 0.7474 data: 0.0022 max mem: 29860 [10:40:07.346142] Epoch: [386] [2860/2904] eta: 0:00:33 lr: 0.001363 loss: 0.1776 (0.1866) loss_rec_all: 0.2035 (0.2126) loss_rec_sfr: 0.2614 (0.2707) loss_cl: -0.2787 (-0.2789) time: 0.7450 data: 0.0001 max mem: 29860 [10:40:22.252966] Epoch: [386] [2880/2904] eta: 0:00:18 lr: 0.001363 loss: 0.1796 (0.1867) loss_rec_all: 0.2059 (0.2127) loss_rec_sfr: 0.2660 (0.2710) loss_cl: -0.2789 (-0.2789) time: 0.7453 data: 0.0001 max mem: 29860 [10:40:37.153212] Epoch: [386] [2900/2904] eta: 0:00:03 lr: 0.001363 loss: 0.1731 (0.1866) loss_rec_all: 0.1992 (0.2126) loss_rec_sfr: 0.2536 (0.2708) loss_cl: -0.2787 (-0.2789) time: 0.7450 data: 0.0001 max mem: 29860 [10:40:39.393581] Epoch: [386] [2903/2904] eta: 0:00:00 lr: 0.001363 loss: 0.1744 (0.1866) loss_rec_all: 0.2004 (0.2126) loss_rec_sfr: 0.2543 (0.2708) loss_cl: -0.2787 (-0.2789) time: 0.7450 data: 0.0001 max mem: 29860 [10:40:41.468542] Epoch: [386] Total time: 0:36:26 (0.7529 s / it) [10:40:41.472992] Averaged stats: lr: 0.001363 loss: 0.1744 (0.1893) loss_rec_all: 0.2004 (0.2130) loss_rec_sfr: 0.2543 (0.2723) loss_cl: -0.2787 (-0.2557) [10:40:41.477849] log_dir: ./checkpoint/VF2_ViT-B [10:40:58.612002] Epoch: [387] [ 0/2904] eta: 13:49:15 lr: 0.001363 loss: 0.2339 (0.2339) loss_rec_all: 0.2587 (0.2587) loss_rec_sfr: 0.4567 (0.4567) loss_cl: -0.2795 (-0.2795) time: 17.1335 data: 15.9235 max mem: 29860 [10:41:13.858075] Epoch: [387] [ 20/2904] eta: 1:14:06 lr: 0.001363 loss: 0.1745 (0.1826) loss_rec_all: 0.2006 (0.2087) loss_rec_sfr: 0.2483 (0.2569) loss_cl: -0.2795 (-0.2794) time: 0.7623 data: 0.0002 max mem: 29860 [10:41:28.728395] Epoch: [387] [ 40/2904] eta: 0:55:00 lr: 0.001363 loss: 0.1801 (0.1866) loss_rec_all: 0.2064 (0.2127) loss_rec_sfr: 0.2545 (0.2663) loss_cl: -0.2791 (-0.2792) time: 0.7435 data: 0.0002 max mem: 29860 [10:41:43.605353] Epoch: [387] [ 60/2904] eta: 0:48:16 lr: 0.001363 loss: 0.1749 (0.1828) loss_rec_all: 0.2014 (0.2089) loss_rec_sfr: 0.2485 (0.2571) loss_cl: -0.2787 (-0.2790) time: 0.7438 data: 0.0002 max mem: 29860 [10:41:58.498166] Epoch: [387] [ 80/2904] eta: 0:44:45 lr: 0.001363 loss: 0.1739 (0.1835) loss_rec_all: 0.2002 (0.2096) loss_rec_sfr: 0.2523 (0.2628) loss_cl: -0.2797 (-0.2791) time: 0.7446 data: 0.0002 max mem: 29860 [10:42:13.395585] Epoch: [387] [ 100/2904] eta: 0:42:31 lr: 0.001363 loss: 0.1848 (0.1870) loss_rec_all: 0.2109 (0.2130) loss_rec_sfr: 0.2628 (0.2746) loss_cl: -0.2796 (-0.2791) time: 0.7448 data: 0.0002 max mem: 29860 [10:42:28.304477] Epoch: [387] [ 120/2904] eta: 0:40:57 lr: 0.001363 loss: 0.1784 (0.1860) loss_rec_all: 0.2048 (0.2120) loss_rec_sfr: 0.2541 (0.2713) loss_cl: -0.2790 (-0.2790) time: 0.7454 data: 0.0002 max mem: 29860 [10:42:43.225654] Epoch: [387] [ 140/2904] eta: 0:39:46 lr: 0.001363 loss: 0.1744 (0.1858) loss_rec_all: 0.2010 (0.2119) loss_rec_sfr: 0.2481 (0.2699) loss_cl: -0.2786 (-0.2790) time: 0.7460 data: 0.0002 max mem: 29860 [10:42:58.174333] Epoch: [387] [ 160/2904] eta: 0:38:49 lr: 0.001363 loss: 0.1750 (0.1858) loss_rec_all: 0.2010 (0.2118) loss_rec_sfr: 0.2519 (0.2702) loss_cl: -0.2791 (-0.2790) time: 0.7474 data: 0.0002 max mem: 29860 [10:43:13.098804] Epoch: [387] [ 180/2904] eta: 0:38:01 lr: 0.001363 loss: 0.1798 (0.1869) loss_rec_all: 0.2058 (0.2129) loss_rec_sfr: 0.2586 (0.2743) loss_cl: -0.2790 (-0.2790) time: 0.7462 data: 0.0002 max mem: 29860 [10:43:28.031313] Epoch: [387] [ 200/2904] eta: 0:37:20 lr: 0.001363 loss: 0.1758 (0.1872) loss_rec_all: 0.2016 (0.2132) loss_rec_sfr: 0.2644 (0.2765) loss_cl: -0.2784 (-0.2789) time: 0.7466 data: 0.0002 max mem: 29860 [10:43:42.945799] Epoch: [387] [ 220/2904] eta: 0:36:43 lr: 0.001363 loss: 0.1787 (0.1871) loss_rec_all: 0.2049 (0.2131) loss_rec_sfr: 0.2494 (0.2752) loss_cl: -0.2783 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [10:43:57.871390] Epoch: [387] [ 240/2904] eta: 0:36:10 lr: 0.001363 loss: 0.1785 (0.1875) loss_rec_all: 0.2046 (0.2134) loss_rec_sfr: 0.2596 (0.2761) loss_cl: -0.2791 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [10:44:12.796586] Epoch: [387] [ 260/2904] eta: 0:35:40 lr: 0.001363 loss: 0.1768 (0.1874) loss_rec_all: 0.2028 (0.2134) loss_rec_sfr: 0.2611 (0.2754) loss_cl: -0.2789 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [10:44:27.722294] Epoch: [387] [ 280/2904] eta: 0:35:12 lr: 0.001363 loss: 0.1738 (0.1870) loss_rec_all: 0.1998 (0.2130) loss_rec_sfr: 0.2562 (0.2747) loss_cl: -0.2787 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [10:44:42.640094] Epoch: [387] [ 300/2904] eta: 0:34:46 lr: 0.001363 loss: 0.1744 (0.1865) loss_rec_all: 0.2007 (0.2125) loss_rec_sfr: 0.2541 (0.2733) loss_cl: -0.2794 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [10:44:57.556276] Epoch: [387] [ 320/2904] eta: 0:34:21 lr: 0.001363 loss: 0.1746 (0.1862) loss_rec_all: 0.2008 (0.2121) loss_rec_sfr: 0.2462 (0.2723) loss_cl: -0.2795 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [10:45:12.494856] Epoch: [387] [ 340/2904] eta: 0:33:57 lr: 0.001363 loss: 0.1835 (0.1872) loss_rec_all: 0.2100 (0.2131) loss_rec_sfr: 0.2614 (0.2758) loss_cl: -0.2796 (-0.2789) time: 0.7469 data: 0.0002 max mem: 29860 [10:45:27.417942] Epoch: [387] [ 360/2904] eta: 0:33:34 lr: 0.001363 loss: 0.1773 (0.1870) loss_rec_all: 0.2035 (0.2129) loss_rec_sfr: 0.2510 (0.2751) loss_cl: -0.2789 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [10:45:42.332942] Epoch: [387] [ 380/2904] eta: 0:33:12 lr: 0.001363 loss: 0.1790 (0.1874) loss_rec_all: 0.2051 (0.2134) loss_rec_sfr: 0.2626 (0.2766) loss_cl: -0.2782 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [10:45:57.243673] Epoch: [387] [ 400/2904] eta: 0:32:51 lr: 0.001363 loss: 0.1727 (0.1871) loss_rec_all: 0.1990 (0.2130) loss_rec_sfr: 0.2459 (0.2753) loss_cl: -0.2783 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [10:46:12.162548] Epoch: [387] [ 420/2904] eta: 0:32:31 lr: 0.001362 loss: 0.1748 (0.1866) loss_rec_all: 0.2016 (0.2126) loss_rec_sfr: 0.2553 (0.2735) loss_cl: -0.2792 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [10:46:27.080094] Epoch: [387] [ 440/2904] eta: 0:32:10 lr: 0.001362 loss: 0.1754 (0.1866) loss_rec_all: 0.2018 (0.2126) loss_rec_sfr: 0.2539 (0.2739) loss_cl: -0.2786 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [10:46:41.996884] Epoch: [387] [ 460/2904] eta: 0:31:51 lr: 0.001362 loss: 0.1761 (0.1867) loss_rec_all: 0.2020 (0.2127) loss_rec_sfr: 0.2535 (0.2740) loss_cl: -0.2782 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [10:46:56.914119] Epoch: [387] [ 480/2904] eta: 0:31:31 lr: 0.001362 loss: 0.1786 (0.1869) loss_rec_all: 0.2049 (0.2128) loss_rec_sfr: 0.2611 (0.2746) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [10:47:11.826920] Epoch: [387] [ 500/2904] eta: 0:31:12 lr: 0.001362 loss: 0.1804 (0.1868) loss_rec_all: 0.2066 (0.2128) loss_rec_sfr: 0.2558 (0.2740) loss_cl: -0.2794 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [10:47:26.742997] Epoch: [387] [ 520/2904] eta: 0:30:54 lr: 0.001362 loss: 0.1807 (0.1869) loss_rec_all: 0.2074 (0.2128) loss_rec_sfr: 0.2553 (0.2740) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [10:47:41.662959] Epoch: [387] [ 540/2904] eta: 0:30:35 lr: 0.001362 loss: 0.1780 (0.1869) loss_rec_all: 0.2046 (0.2129) loss_rec_sfr: 0.2110 (0.2734) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [10:47:56.578778] Epoch: [387] [ 560/2904] eta: 0:30:17 lr: 0.001362 loss: 0.1779 (0.1868) loss_rec_all: 0.2038 (0.2128) loss_rec_sfr: 0.2528 (0.2730) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [10:48:11.503223] Epoch: [387] [ 580/2904] eta: 0:30:00 lr: 0.001362 loss: 0.1805 (0.1868) loss_rec_all: 0.2068 (0.2128) loss_rec_sfr: 0.2574 (0.2729) loss_cl: -0.2788 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [10:48:26.426029] Epoch: [387] [ 600/2904] eta: 0:29:42 lr: 0.001362 loss: 0.1749 (0.1867) loss_rec_all: 0.2010 (0.2127) loss_rec_sfr: 0.2532 (0.2724) loss_cl: -0.2795 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [10:48:41.343363] Epoch: [387] [ 620/2904] eta: 0:29:24 lr: 0.001362 loss: 0.1736 (0.1864) loss_rec_all: 0.1999 (0.2124) loss_rec_sfr: 0.2521 (0.2716) loss_cl: -0.2796 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [10:48:56.266149] Epoch: [387] [ 640/2904] eta: 0:29:07 lr: 0.001362 loss: 0.1740 (0.1865) loss_rec_all: 0.2005 (0.2125) loss_rec_sfr: 0.2593 (0.2720) loss_cl: -0.2789 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [10:49:11.177419] Epoch: [387] [ 660/2904] eta: 0:28:50 lr: 0.001362 loss: 0.1776 (0.1867) loss_rec_all: 0.2035 (0.2126) loss_rec_sfr: 0.2574 (0.2726) loss_cl: -0.2782 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [10:49:26.094831] Epoch: [387] [ 680/2904] eta: 0:28:33 lr: 0.001362 loss: 0.1791 (0.1865) loss_rec_all: 0.2052 (0.2125) loss_rec_sfr: 0.2563 (0.2722) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [10:49:41.010037] Epoch: [387] [ 700/2904] eta: 0:28:16 lr: 0.001362 loss: 0.1784 (0.1865) loss_rec_all: 0.2048 (0.2125) loss_rec_sfr: 0.2458 (0.2719) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [10:49:55.926403] Epoch: [387] [ 720/2904] eta: 0:27:59 lr: 0.001362 loss: 0.1765 (0.1866) loss_rec_all: 0.2027 (0.2126) loss_rec_sfr: 0.2523 (0.2721) loss_cl: -0.2792 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [10:50:10.844650] Epoch: [387] [ 740/2904] eta: 0:27:42 lr: 0.001362 loss: 0.1810 (0.1868) loss_rec_all: 0.2069 (0.2128) loss_rec_sfr: 0.2624 (0.2726) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [10:50:25.760542] Epoch: [387] [ 760/2904] eta: 0:27:26 lr: 0.001362 loss: 0.1742 (0.1866) loss_rec_all: 0.2002 (0.2126) loss_rec_sfr: 0.2571 (0.2721) loss_cl: -0.2799 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [10:50:40.677509] Epoch: [387] [ 780/2904] eta: 0:27:09 lr: 0.001362 loss: 0.1731 (0.1865) loss_rec_all: 0.1997 (0.2124) loss_rec_sfr: 0.2506 (0.2718) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [10:50:55.594110] Epoch: [387] [ 800/2904] eta: 0:26:53 lr: 0.001362 loss: 0.1796 (0.1864) loss_rec_all: 0.2058 (0.2123) loss_rec_sfr: 0.2515 (0.2711) loss_cl: -0.2793 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [10:51:10.512251] Epoch: [387] [ 820/2904] eta: 0:26:36 lr: 0.001362 loss: 0.1751 (0.1864) loss_rec_all: 0.2011 (0.2123) loss_rec_sfr: 0.2518 (0.2713) loss_cl: -0.2795 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [10:51:25.425760] Epoch: [387] [ 840/2904] eta: 0:26:20 lr: 0.001362 loss: 0.1766 (0.1863) loss_rec_all: 0.2028 (0.2123) loss_rec_sfr: 0.2543 (0.2711) loss_cl: -0.2794 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [10:51:40.340770] Epoch: [387] [ 860/2904] eta: 0:26:04 lr: 0.001362 loss: 0.1766 (0.1863) loss_rec_all: 0.2026 (0.2123) loss_rec_sfr: 0.2190 (0.2710) loss_cl: -0.2785 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [10:51:55.256365] Epoch: [387] [ 880/2904] eta: 0:25:47 lr: 0.001362 loss: 0.1743 (0.1863) loss_rec_all: 0.2002 (0.2123) loss_rec_sfr: 0.2217 (0.2707) loss_cl: -0.2788 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [10:52:10.171454] Epoch: [387] [ 900/2904] eta: 0:25:31 lr: 0.001362 loss: 0.1780 (0.1863) loss_rec_all: 0.2040 (0.2123) loss_rec_sfr: 0.2487 (0.2708) loss_cl: -0.2791 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [10:52:25.084049] Epoch: [387] [ 920/2904] eta: 0:25:15 lr: 0.001362 loss: 0.1741 (0.1862) loss_rec_all: 0.2003 (0.2122) loss_rec_sfr: 0.2436 (0.2702) loss_cl: -0.2787 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [10:52:40.000479] Epoch: [387] [ 940/2904] eta: 0:24:59 lr: 0.001362 loss: 0.1768 (0.1862) loss_rec_all: 0.2029 (0.2122) loss_rec_sfr: 0.2557 (0.2702) loss_cl: -0.2784 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [10:52:54.919118] Epoch: [387] [ 960/2904] eta: 0:24:43 lr: 0.001362 loss: 0.1764 (0.1863) loss_rec_all: 0.2024 (0.2123) loss_rec_sfr: 0.2629 (0.2707) loss_cl: -0.2792 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [10:53:09.833614] Epoch: [387] [ 980/2904] eta: 0:24:27 lr: 0.001362 loss: 0.1770 (0.1865) loss_rec_all: 0.2034 (0.2125) loss_rec_sfr: 0.2589 (0.2714) loss_cl: -0.2796 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [10:53:24.752158] Epoch: [387] [1000/2904] eta: 0:24:11 lr: 0.001361 loss: 0.1777 (0.1865) loss_rec_all: 0.2038 (0.2125) loss_rec_sfr: 0.2565 (0.2715) loss_cl: -0.2788 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [10:53:39.675079] Epoch: [387] [1020/2904] eta: 0:23:55 lr: 0.001361 loss: 0.1770 (0.1866) loss_rec_all: 0.2032 (0.2126) loss_rec_sfr: 0.2506 (0.2717) loss_cl: -0.2786 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [10:53:54.589207] Epoch: [387] [1040/2904] eta: 0:23:40 lr: 0.001361 loss: 0.1744 (0.1866) loss_rec_all: 0.2008 (0.2126) loss_rec_sfr: 0.2467 (0.2716) loss_cl: -0.2790 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [10:54:09.502266] Epoch: [387] [1060/2904] eta: 0:23:24 lr: 0.001361 loss: 0.1810 (0.1868) loss_rec_all: 0.2074 (0.2127) loss_rec_sfr: 0.2634 (0.2721) loss_cl: -0.2797 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [10:54:24.422455] Epoch: [387] [1080/2904] eta: 0:23:08 lr: 0.001361 loss: 0.1767 (0.1868) loss_rec_all: 0.2032 (0.2127) loss_rec_sfr: 0.2611 (0.2721) loss_cl: -0.2793 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [10:54:39.342853] Epoch: [387] [1100/2904] eta: 0:22:52 lr: 0.001361 loss: 0.1767 (0.1867) loss_rec_all: 0.2029 (0.2127) loss_rec_sfr: 0.2101 (0.2716) loss_cl: -0.2789 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [10:54:54.261078] Epoch: [387] [1120/2904] eta: 0:22:37 lr: 0.001361 loss: 0.1768 (0.1867) loss_rec_all: 0.2027 (0.2126) loss_rec_sfr: 0.2585 (0.2717) loss_cl: -0.2788 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [10:55:09.179996] Epoch: [387] [1140/2904] eta: 0:22:21 lr: 0.001361 loss: 0.1773 (0.1866) loss_rec_all: 0.2036 (0.2125) loss_rec_sfr: 0.2436 (0.2713) loss_cl: -0.2789 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [10:55:24.098107] Epoch: [387] [1160/2904] eta: 0:22:05 lr: 0.001361 loss: 0.1749 (0.1865) loss_rec_all: 0.2013 (0.2125) loss_rec_sfr: 0.2602 (0.2713) loss_cl: -0.2787 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [10:55:39.014700] Epoch: [387] [1180/2904] eta: 0:21:50 lr: 0.001361 loss: 0.1748 (0.1865) loss_rec_all: 0.2010 (0.2125) loss_rec_sfr: 0.2541 (0.2714) loss_cl: -0.2784 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [10:55:53.935574] Epoch: [387] [1200/2904] eta: 0:21:34 lr: 0.001361 loss: 0.1763 (0.1867) loss_rec_all: 0.2023 (0.2126) loss_rec_sfr: 0.2536 (0.2717) loss_cl: -0.2779 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [10:56:08.848428] Epoch: [387] [1220/2904] eta: 0:21:18 lr: 0.001361 loss: 0.1800 (0.1866) loss_rec_all: 0.2061 (0.2126) loss_rec_sfr: 0.2553 (0.2716) loss_cl: -0.2793 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [10:56:23.766648] Epoch: [387] [1240/2904] eta: 0:21:03 lr: 0.001361 loss: 0.1747 (0.1868) loss_rec_all: 0.2009 (0.2128) loss_rec_sfr: 0.2666 (0.2724) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [10:56:38.691476] Epoch: [387] [1260/2904] eta: 0:20:47 lr: 0.001361 loss: 0.1810 (0.1869) loss_rec_all: 0.2072 (0.2128) loss_rec_sfr: 0.2586 (0.2725) loss_cl: -0.2786 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [10:56:53.613613] Epoch: [387] [1280/2904] eta: 0:20:32 lr: 0.001361 loss: 0.1734 (0.1868) loss_rec_all: 0.1996 (0.2127) loss_rec_sfr: 0.2485 (0.2723) loss_cl: -0.2788 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [10:57:08.529396] Epoch: [387] [1300/2904] eta: 0:20:16 lr: 0.001361 loss: 0.1720 (0.1866) loss_rec_all: 0.1985 (0.2126) loss_rec_sfr: 0.2437 (0.2720) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [10:57:23.444552] Epoch: [387] [1320/2904] eta: 0:20:01 lr: 0.001361 loss: 0.1779 (0.1866) loss_rec_all: 0.2040 (0.2126) loss_rec_sfr: 0.2600 (0.2719) loss_cl: -0.2791 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [10:57:38.364396] Epoch: [387] [1340/2904] eta: 0:19:45 lr: 0.001361 loss: 0.1792 (0.1868) loss_rec_all: 0.2054 (0.2127) loss_rec_sfr: 0.2563 (0.2725) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [10:57:53.282217] Epoch: [387] [1360/2904] eta: 0:19:30 lr: 0.001361 loss: 0.1762 (0.1868) loss_rec_all: 0.2023 (0.2128) loss_rec_sfr: 0.2555 (0.2727) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [10:58:08.194112] Epoch: [387] [1380/2904] eta: 0:19:15 lr: 0.001361 loss: 0.1740 (0.1867) loss_rec_all: 0.2003 (0.2127) loss_rec_sfr: 0.2532 (0.2723) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [10:58:23.107479] Epoch: [387] [1400/2904] eta: 0:18:59 lr: 0.001361 loss: 0.1771 (0.1867) loss_rec_all: 0.2031 (0.2127) loss_rec_sfr: 0.2591 (0.2724) loss_cl: -0.2792 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [10:58:38.021788] Epoch: [387] [1420/2904] eta: 0:18:44 lr: 0.001361 loss: 0.1787 (0.1867) loss_rec_all: 0.2048 (0.2127) loss_rec_sfr: 0.2573 (0.2726) loss_cl: -0.2788 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [10:58:52.934381] Epoch: [387] [1440/2904] eta: 0:18:28 lr: 0.001361 loss: 0.1758 (0.1867) loss_rec_all: 0.2017 (0.2127) loss_rec_sfr: 0.2629 (0.2729) loss_cl: -0.2788 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [10:59:07.834192] Epoch: [387] [1460/2904] eta: 0:18:13 lr: 0.001361 loss: 0.1743 (0.1867) loss_rec_all: 0.2003 (0.2127) loss_rec_sfr: 0.2533 (0.2728) loss_cl: -0.2783 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [10:59:22.754748] Epoch: [387] [1480/2904] eta: 0:17:58 lr: 0.001361 loss: 0.1776 (0.1867) loss_rec_all: 0.2037 (0.2127) loss_rec_sfr: 0.2558 (0.2727) loss_cl: -0.2780 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [10:59:37.677365] Epoch: [387] [1500/2904] eta: 0:17:42 lr: 0.001361 loss: 0.1755 (0.1867) loss_rec_all: 0.2015 (0.2126) loss_rec_sfr: 0.2585 (0.2727) loss_cl: -0.2797 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [10:59:52.596952] Epoch: [387] [1520/2904] eta: 0:17:27 lr: 0.001361 loss: 0.1806 (0.1867) loss_rec_all: 0.2066 (0.2127) loss_rec_sfr: 0.2615 (0.2729) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [11:00:07.515663] Epoch: [387] [1540/2904] eta: 0:17:12 lr: 0.001361 loss: 0.1792 (0.1867) loss_rec_all: 0.2053 (0.2127) loss_rec_sfr: 0.2636 (0.2730) loss_cl: -0.2792 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [11:00:22.430050] Epoch: [387] [1560/2904] eta: 0:16:56 lr: 0.001361 loss: 0.1729 (0.1867) loss_rec_all: 0.1994 (0.2126) loss_rec_sfr: 0.2518 (0.2727) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [11:00:37.347443] Epoch: [387] [1580/2904] eta: 0:16:41 lr: 0.001361 loss: 0.1785 (0.1866) loss_rec_all: 0.2049 (0.2125) loss_rec_sfr: 0.2436 (0.2723) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [11:00:52.279247] Epoch: [387] [1600/2904] eta: 0:16:26 lr: 0.001360 loss: 0.1762 (0.1866) loss_rec_all: 0.2024 (0.2126) loss_rec_sfr: 0.2554 (0.2723) loss_cl: -0.2795 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [11:01:07.197378] Epoch: [387] [1620/2904] eta: 0:16:10 lr: 0.001360 loss: 0.1778 (0.1866) loss_rec_all: 0.2045 (0.2126) loss_rec_sfr: 0.2555 (0.2724) loss_cl: -0.2795 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [11:01:22.116247] Epoch: [387] [1640/2904] eta: 0:15:55 lr: 0.001360 loss: 0.1756 (0.1866) loss_rec_all: 0.2016 (0.2126) loss_rec_sfr: 0.2492 (0.2723) loss_cl: -0.2780 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [11:01:37.036890] Epoch: [387] [1660/2904] eta: 0:15:40 lr: 0.001360 loss: 0.1783 (0.1866) loss_rec_all: 0.2042 (0.2126) loss_rec_sfr: 0.2542 (0.2721) loss_cl: -0.2790 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [11:01:51.955333] Epoch: [387] [1680/2904] eta: 0:15:25 lr: 0.001360 loss: 0.1773 (0.1866) loss_rec_all: 0.2038 (0.2125) loss_rec_sfr: 0.2552 (0.2722) loss_cl: -0.2794 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [11:02:06.872344] Epoch: [387] [1700/2904] eta: 0:15:09 lr: 0.001360 loss: 0.1759 (0.1866) loss_rec_all: 0.2023 (0.2125) loss_rec_sfr: 0.2509 (0.2721) loss_cl: -0.2793 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [11:02:21.785712] Epoch: [387] [1720/2904] eta: 0:14:54 lr: 0.001360 loss: 0.1747 (0.1865) loss_rec_all: 0.2009 (0.2125) loss_rec_sfr: 0.2485 (0.2718) loss_cl: -0.2789 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [11:02:36.705921] Epoch: [387] [1740/2904] eta: 0:14:39 lr: 0.001360 loss: 0.1764 (0.1865) loss_rec_all: 0.2029 (0.2125) loss_rec_sfr: 0.2241 (0.2717) loss_cl: -0.2794 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [11:02:51.622269] Epoch: [387] [1760/2904] eta: 0:14:24 lr: 0.001360 loss: 0.1760 (0.1865) loss_rec_all: 0.2026 (0.2124) loss_rec_sfr: 0.2153 (0.2715) loss_cl: -0.2785 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [11:03:06.539919] Epoch: [387] [1780/2904] eta: 0:14:08 lr: 0.001360 loss: 0.1806 (0.1865) loss_rec_all: 0.2065 (0.2125) loss_rec_sfr: 0.2563 (0.2718) loss_cl: -0.2782 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [11:03:21.459725] Epoch: [387] [1800/2904] eta: 0:13:53 lr: 0.001360 loss: 0.1772 (0.1866) loss_rec_all: 0.2035 (0.2126) loss_rec_sfr: 0.2537 (0.2719) loss_cl: -0.2794 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [11:03:36.379434] Epoch: [387] [1820/2904] eta: 0:13:38 lr: 0.001360 loss: 0.1761 (0.1866) loss_rec_all: 0.2028 (0.2126) loss_rec_sfr: 0.2526 (0.2719) loss_cl: -0.2793 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [11:03:51.300342] Epoch: [387] [1840/2904] eta: 0:13:23 lr: 0.001360 loss: 0.1751 (0.1865) loss_rec_all: 0.2016 (0.2125) loss_rec_sfr: 0.2508 (0.2716) loss_cl: -0.2789 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [11:04:06.219011] Epoch: [387] [1860/2904] eta: 0:13:08 lr: 0.001360 loss: 0.1776 (0.1865) loss_rec_all: 0.2035 (0.2125) loss_rec_sfr: 0.2550 (0.2716) loss_cl: -0.2785 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [11:04:21.268340] Epoch: [387] [1880/2904] eta: 0:12:52 lr: 0.001360 loss: 0.1785 (0.1865) loss_rec_all: 0.2048 (0.2125) loss_rec_sfr: 0.2533 (0.2717) loss_cl: -0.2785 (-0.2788) time: 0.7524 data: 0.0002 max mem: 29860 [11:04:36.176266] Epoch: [387] [1900/2904] eta: 0:12:37 lr: 0.001360 loss: 0.1816 (0.1866) loss_rec_all: 0.2076 (0.2126) loss_rec_sfr: 0.2571 (0.2721) loss_cl: -0.2786 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [11:04:51.089871] Epoch: [387] [1920/2904] eta: 0:12:22 lr: 0.001360 loss: 0.1732 (0.1866) loss_rec_all: 0.1999 (0.2126) loss_rec_sfr: 0.2532 (0.2719) loss_cl: -0.2791 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [11:05:05.999660] Epoch: [387] [1940/2904] eta: 0:12:07 lr: 0.001360 loss: 0.1774 (0.1866) loss_rec_all: 0.2035 (0.2126) loss_rec_sfr: 0.2541 (0.2720) loss_cl: -0.2792 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [11:05:20.917149] Epoch: [387] [1960/2904] eta: 0:11:52 lr: 0.001360 loss: 0.1810 (0.1868) loss_rec_all: 0.2071 (0.2127) loss_rec_sfr: 0.2701 (0.2726) loss_cl: -0.2781 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [11:05:35.835376] Epoch: [387] [1980/2904] eta: 0:11:36 lr: 0.001360 loss: 0.1740 (0.1867) loss_rec_all: 0.2000 (0.2127) loss_rec_sfr: 0.2638 (0.2724) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [11:05:50.749218] Epoch: [387] [2000/2904] eta: 0:11:21 lr: 0.001360 loss: 0.1740 (0.1867) loss_rec_all: 0.2002 (0.2127) loss_rec_sfr: 0.2581 (0.2725) loss_cl: -0.2801 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [11:06:05.662770] Epoch: [387] [2020/2904] eta: 0:11:06 lr: 0.001360 loss: 0.1767 (0.1867) loss_rec_all: 0.2029 (0.2127) loss_rec_sfr: 0.2544 (0.2723) loss_cl: -0.2795 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [11:06:20.577858] Epoch: [387] [2040/2904] eta: 0:10:51 lr: 0.001360 loss: 0.1797 (0.1868) loss_rec_all: 0.2058 (0.2128) loss_rec_sfr: 0.2590 (0.2727) loss_cl: -0.2787 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [11:06:35.498127] Epoch: [387] [2060/2904] eta: 0:10:36 lr: 0.001360 loss: 0.1829 (0.1869) loss_rec_all: 0.2089 (0.2128) loss_rec_sfr: 0.2595 (0.2728) loss_cl: -0.2786 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [11:06:50.414487] Epoch: [387] [2080/2904] eta: 0:10:21 lr: 0.001360 loss: 0.1830 (0.1869) loss_rec_all: 0.2090 (0.2129) loss_rec_sfr: 0.2555 (0.2730) loss_cl: -0.2784 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [11:07:05.345306] Epoch: [387] [2100/2904] eta: 0:10:06 lr: 0.001360 loss: 0.1724 (0.1869) loss_rec_all: 0.1984 (0.2128) loss_rec_sfr: 0.2513 (0.2728) loss_cl: -0.2782 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [11:07:20.262962] Epoch: [387] [2120/2904] eta: 0:09:50 lr: 0.001360 loss: 0.1728 (0.1869) loss_rec_all: 0.1991 (0.2128) loss_rec_sfr: 0.2451 (0.2727) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [11:07:35.178819] Epoch: [387] [2140/2904] eta: 0:09:35 lr: 0.001360 loss: 0.1775 (0.1869) loss_rec_all: 0.2036 (0.2128) loss_rec_sfr: 0.2519 (0.2727) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [11:07:50.092186] Epoch: [387] [2160/2904] eta: 0:09:20 lr: 0.001360 loss: 0.1746 (0.1869) loss_rec_all: 0.2011 (0.2128) loss_rec_sfr: 0.2618 (0.2728) loss_cl: -0.2795 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [11:08:05.005186] Epoch: [387] [2180/2904] eta: 0:09:05 lr: 0.001359 loss: 0.1783 (0.1869) loss_rec_all: 0.2047 (0.2129) loss_rec_sfr: 0.2579 (0.2730) loss_cl: -0.2798 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [11:08:19.922652] Epoch: [387] [2200/2904] eta: 0:08:50 lr: 0.001359 loss: 0.1824 (0.1870) loss_rec_all: 0.2083 (0.2130) loss_rec_sfr: 0.2582 (0.2732) loss_cl: -0.2794 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [11:08:34.834267] Epoch: [387] [2220/2904] eta: 0:08:35 lr: 0.001359 loss: 0.1826 (0.1871) loss_rec_all: 0.2087 (0.2130) loss_rec_sfr: 0.2581 (0.2734) loss_cl: -0.2789 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [11:08:49.746055] Epoch: [387] [2240/2904] eta: 0:08:20 lr: 0.001359 loss: 0.1792 (0.1872) loss_rec_all: 0.2054 (0.2132) loss_rec_sfr: 0.2634 (0.2739) loss_cl: -0.2793 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [11:09:04.661358] Epoch: [387] [2260/2904] eta: 0:08:05 lr: 0.001359 loss: 0.1781 (0.1872) loss_rec_all: 0.2043 (0.2132) loss_rec_sfr: 0.2587 (0.2740) loss_cl: -0.2791 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [11:09:19.581196] Epoch: [387] [2280/2904] eta: 0:07:49 lr: 0.001359 loss: 0.1827 (0.1874) loss_rec_all: 0.2088 (0.2133) loss_rec_sfr: 0.2633 (0.2745) loss_cl: -0.2786 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [11:09:34.494717] Epoch: [387] [2300/2904] eta: 0:07:34 lr: 0.001359 loss: 0.1774 (0.1874) loss_rec_all: 0.2036 (0.2134) loss_rec_sfr: 0.2619 (0.2746) loss_cl: -0.2784 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [11:09:49.414453] Epoch: [387] [2320/2904] eta: 0:07:19 lr: 0.001359 loss: 0.1797 (0.1874) loss_rec_all: 0.2057 (0.2134) loss_rec_sfr: 0.2556 (0.2746) loss_cl: -0.2763 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [11:10:04.325131] Epoch: [387] [2340/2904] eta: 0:07:04 lr: 0.001359 loss: 0.1747 (0.1874) loss_rec_all: 0.2009 (0.2134) loss_rec_sfr: 0.2518 (0.2745) loss_cl: -0.2786 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [11:10:19.236867] Epoch: [387] [2360/2904] eta: 0:06:49 lr: 0.001359 loss: 0.1783 (0.1874) loss_rec_all: 0.2043 (0.2134) loss_rec_sfr: 0.2596 (0.2746) loss_cl: -0.2767 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [11:10:34.147578] Epoch: [387] [2380/2904] eta: 0:06:34 lr: 0.001359 loss: 0.1742 (0.1873) loss_rec_all: 0.2008 (0.2133) loss_rec_sfr: 0.2485 (0.2743) loss_cl: -0.2791 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [11:10:49.058117] Epoch: [387] [2400/2904] eta: 0:06:19 lr: 0.001359 loss: 0.1758 (0.1873) loss_rec_all: 0.2016 (0.2133) loss_rec_sfr: 0.2582 (0.2742) loss_cl: -0.2786 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [11:11:03.971769] Epoch: [387] [2420/2904] eta: 0:06:04 lr: 0.001359 loss: 0.1762 (0.1873) loss_rec_all: 0.2024 (0.2133) loss_rec_sfr: 0.2607 (0.2743) loss_cl: -0.2795 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [11:11:18.887106] Epoch: [387] [2440/2904] eta: 0:05:49 lr: 0.001359 loss: 0.1771 (0.1873) loss_rec_all: 0.2035 (0.2133) loss_rec_sfr: 0.2500 (0.2743) loss_cl: -0.2783 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [11:11:33.797630] Epoch: [387] [2460/2904] eta: 0:05:34 lr: 0.001359 loss: 0.1752 (0.1873) loss_rec_all: 0.2015 (0.2133) loss_rec_sfr: 0.2521 (0.2741) loss_cl: -0.2776 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [11:11:48.716207] Epoch: [387] [2480/2904] eta: 0:05:19 lr: 0.001359 loss: 0.1749 (0.1873) loss_rec_all: 0.2009 (0.2132) loss_rec_sfr: 0.2521 (0.2741) loss_cl: -0.2789 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [11:12:03.634123] Epoch: [387] [2500/2904] eta: 0:05:04 lr: 0.001359 loss: 0.1776 (0.1873) loss_rec_all: 0.2039 (0.2132) loss_rec_sfr: 0.2516 (0.2741) loss_cl: -0.2793 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [11:12:18.546977] Epoch: [387] [2520/2904] eta: 0:04:48 lr: 0.001359 loss: 0.1774 (0.1873) loss_rec_all: 0.2036 (0.2132) loss_rec_sfr: 0.2540 (0.2740) loss_cl: -0.2801 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [11:12:33.459163] Epoch: [387] [2540/2904] eta: 0:04:33 lr: 0.001359 loss: 0.1756 (0.1873) loss_rec_all: 0.2018 (0.2132) loss_rec_sfr: 0.2548 (0.2740) loss_cl: -0.2793 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [11:12:48.385702] Epoch: [387] [2560/2904] eta: 0:04:18 lr: 0.001359 loss: 0.1766 (0.1872) loss_rec_all: 0.2032 (0.2132) loss_rec_sfr: 0.2487 (0.2738) loss_cl: -0.2798 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [11:13:03.302824] Epoch: [387] [2580/2904] eta: 0:04:03 lr: 0.001359 loss: 0.1795 (0.1872) loss_rec_all: 0.2055 (0.2132) loss_rec_sfr: 0.2599 (0.2739) loss_cl: -0.2784 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [11:13:18.213686] Epoch: [387] [2600/2904] eta: 0:03:48 lr: 0.001359 loss: 0.1838 (0.1873) loss_rec_all: 0.2097 (0.2133) loss_rec_sfr: 0.2553 (0.2742) loss_cl: -0.2781 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [11:13:33.129841] Epoch: [387] [2620/2904] eta: 0:03:33 lr: 0.001359 loss: 0.1766 (0.1873) loss_rec_all: 0.2024 (0.2133) loss_rec_sfr: 0.2581 (0.2743) loss_cl: -0.2786 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [11:13:48.045806] Epoch: [387] [2640/2904] eta: 0:03:18 lr: 0.001359 loss: 0.1768 (0.1874) loss_rec_all: 0.2029 (0.2133) loss_rec_sfr: 0.2536 (0.2745) loss_cl: -0.2800 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [11:14:02.960902] Epoch: [387] [2660/2904] eta: 0:03:03 lr: 0.001359 loss: 0.1806 (0.1874) loss_rec_all: 0.2067 (0.2134) loss_rec_sfr: 0.2541 (0.2745) loss_cl: -0.2790 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [11:14:17.875928] Epoch: [387] [2680/2904] eta: 0:02:48 lr: 0.001359 loss: 0.1763 (0.1874) loss_rec_all: 0.2021 (0.2134) loss_rec_sfr: 0.2188 (0.2745) loss_cl: -0.2777 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [11:14:32.785771] Epoch: [387] [2700/2904] eta: 0:02:33 lr: 0.001359 loss: 0.1770 (0.1874) loss_rec_all: 0.2035 (0.2133) loss_rec_sfr: 0.2232 (0.2742) loss_cl: -0.2792 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [11:14:47.700356] Epoch: [387] [2720/2904] eta: 0:02:18 lr: 0.001359 loss: 0.1785 (0.1873) loss_rec_all: 0.2046 (0.2133) loss_rec_sfr: 0.2475 (0.2739) loss_cl: -0.2801 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [11:15:02.614690] Epoch: [387] [2740/2904] eta: 0:02:03 lr: 0.001359 loss: 0.1778 (0.1873) loss_rec_all: 0.2042 (0.2133) loss_rec_sfr: 0.2545 (0.2741) loss_cl: -0.2801 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [11:15:17.534982] Epoch: [387] [2760/2904] eta: 0:01:48 lr: 0.001359 loss: 0.1803 (0.1874) loss_rec_all: 0.2062 (0.2134) loss_rec_sfr: 0.2603 (0.2742) loss_cl: -0.2788 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [11:15:32.454766] Epoch: [387] [2780/2904] eta: 0:01:33 lr: 0.001358 loss: 0.1802 (0.1874) loss_rec_all: 0.2061 (0.2134) loss_rec_sfr: 0.2618 (0.2742) loss_cl: -0.2780 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [11:15:47.367012] Epoch: [387] [2800/2904] eta: 0:01:18 lr: 0.001358 loss: 0.1768 (0.1874) loss_rec_all: 0.2028 (0.2134) loss_rec_sfr: 0.2547 (0.2743) loss_cl: -0.2781 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [11:16:02.281766] Epoch: [387] [2820/2904] eta: 0:01:03 lr: 0.001358 loss: 0.1757 (0.1874) loss_rec_all: 0.2018 (0.2134) loss_rec_sfr: 0.2574 (0.2743) loss_cl: -0.2790 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [11:16:17.221222] Epoch: [387] [2840/2904] eta: 0:00:48 lr: 0.001358 loss: 0.1784 (0.1874) loss_rec_all: 0.2045 (0.2134) loss_rec_sfr: 0.2530 (0.2742) loss_cl: -0.2788 (-0.2789) time: 0.7469 data: 0.0023 max mem: 29860 [11:16:32.123920] Epoch: [387] [2860/2904] eta: 0:00:33 lr: 0.001358 loss: 0.1794 (0.1875) loss_rec_all: 0.2054 (0.2134) loss_rec_sfr: 0.2596 (0.2744) loss_cl: -0.2788 (-0.2789) time: 0.7451 data: 0.0001 max mem: 29860 [11:16:47.026084] Epoch: [387] [2880/2904] eta: 0:00:18 lr: 0.001358 loss: 0.1742 (0.1874) loss_rec_all: 0.2002 (0.2134) loss_rec_sfr: 0.2203 (0.2742) loss_cl: -0.2781 (-0.2789) time: 0.7451 data: 0.0001 max mem: 29860 [11:17:01.924401] Epoch: [387] [2900/2904] eta: 0:00:03 lr: 0.001358 loss: 0.1776 (0.1874) loss_rec_all: 0.2041 (0.2134) loss_rec_sfr: 0.2444 (0.2742) loss_cl: -0.2792 (-0.2789) time: 0.7449 data: 0.0001 max mem: 29860 [11:17:04.167010] Epoch: [387] [2903/2904] eta: 0:00:00 lr: 0.001358 loss: 0.1776 (0.1874) loss_rec_all: 0.2041 (0.2134) loss_rec_sfr: 0.2428 (0.2742) loss_cl: -0.2795 (-0.2789) time: 0.7448 data: 0.0001 max mem: 29860 [11:17:06.246179] Epoch: [387] Total time: 0:36:24 (0.7523 s / it) [11:17:06.287268] Averaged stats: lr: 0.001358 loss: 0.1776 (0.1890) loss_rec_all: 0.2041 (0.2127) loss_rec_sfr: 0.2428 (0.2714) loss_cl: -0.2795 (-0.2557) [11:17:06.298372] log_dir: ./checkpoint/VF2_ViT-B [11:17:22.295448] Epoch: [388] [ 0/2904] eta: 12:54:12 lr: 0.001358 loss: 0.1783 (0.1783) loss_rec_all: 0.2048 (0.2048) loss_rec_sfr: 0.1912 (0.1912) loss_cl: -0.2791 (-0.2791) time: 15.9962 data: 13.6990 max mem: 29860 [11:17:39.399168] Epoch: [388] [ 20/2904] eta: 1:15:45 lr: 0.001358 loss: 0.1755 (0.1884) loss_rec_all: 0.2019 (0.2145) loss_rec_sfr: 0.2175 (0.2655) loss_cl: -0.2793 (-0.2793) time: 0.8551 data: 0.0566 max mem: 29860 [11:17:54.308946] Epoch: [388] [ 40/2904] eta: 0:55:53 lr: 0.001358 loss: 0.1802 (0.1899) loss_rec_all: 0.2063 (0.2159) loss_rec_sfr: 0.2602 (0.2823) loss_cl: -0.2793 (-0.2792) time: 0.7454 data: 0.0002 max mem: 29860 [11:18:09.232127] Epoch: [388] [ 60/2904] eta: 0:48:53 lr: 0.001358 loss: 0.1739 (0.1888) loss_rec_all: 0.2006 (0.2147) loss_rec_sfr: 0.2427 (0.2791) loss_cl: -0.2793 (-0.2793) time: 0.7461 data: 0.0002 max mem: 29860 [11:18:24.156405] Epoch: [388] [ 80/2904] eta: 0:45:14 lr: 0.001358 loss: 0.1762 (0.1859) loss_rec_all: 0.2022 (0.2119) loss_rec_sfr: 0.2526 (0.2688) loss_cl: -0.2787 (-0.2791) time: 0.7462 data: 0.0002 max mem: 29860 [11:18:39.081180] Epoch: [388] [ 100/2904] eta: 0:42:55 lr: 0.001358 loss: 0.1753 (0.1853) loss_rec_all: 0.2013 (0.2113) loss_rec_sfr: 0.2545 (0.2678) loss_cl: -0.2788 (-0.2790) time: 0.7462 data: 0.0002 max mem: 29860 [11:18:54.037937] Epoch: [388] [ 120/2904] eta: 0:41:18 lr: 0.001358 loss: 0.1760 (0.1858) loss_rec_all: 0.2026 (0.2118) loss_rec_sfr: 0.2522 (0.2693) loss_cl: -0.2782 (-0.2789) time: 0.7478 data: 0.0003 max mem: 29860 [11:19:08.979966] Epoch: [388] [ 140/2904] eta: 0:40:04 lr: 0.001358 loss: 0.1755 (0.1866) loss_rec_all: 0.2017 (0.2126) loss_rec_sfr: 0.2452 (0.2709) loss_cl: -0.2791 (-0.2789) time: 0.7471 data: 0.0002 max mem: 29860 [11:19:23.939212] Epoch: [388] [ 160/2904] eta: 0:39:05 lr: 0.001358 loss: 0.1777 (0.1865) loss_rec_all: 0.2036 (0.2125) loss_rec_sfr: 0.2526 (0.2712) loss_cl: -0.2793 (-0.2789) time: 0.7479 data: 0.0002 max mem: 29860 [11:19:38.861274] Epoch: [388] [ 180/2904] eta: 0:38:15 lr: 0.001358 loss: 0.1747 (0.1872) loss_rec_all: 0.2013 (0.2132) loss_rec_sfr: 0.2534 (0.2734) loss_cl: -0.2792 (-0.2790) time: 0.7461 data: 0.0002 max mem: 29860 [11:19:53.802408] Epoch: [388] [ 200/2904] eta: 0:37:33 lr: 0.001358 loss: 0.1800 (0.1872) loss_rec_all: 0.2059 (0.2131) loss_rec_sfr: 0.2578 (0.2732) loss_cl: -0.2787 (-0.2789) time: 0.7470 data: 0.0002 max mem: 29860 [11:20:08.726421] Epoch: [388] [ 220/2904] eta: 0:36:55 lr: 0.001358 loss: 0.1728 (0.1868) loss_rec_all: 0.1988 (0.2128) loss_rec_sfr: 0.2570 (0.2723) loss_cl: -0.2786 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [11:20:23.651708] Epoch: [388] [ 240/2904] eta: 0:36:21 lr: 0.001358 loss: 0.1788 (0.1867) loss_rec_all: 0.2047 (0.2127) loss_rec_sfr: 0.2511 (0.2719) loss_cl: -0.2787 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [11:20:38.577442] Epoch: [388] [ 260/2904] eta: 0:35:50 lr: 0.001358 loss: 0.1734 (0.1862) loss_rec_all: 0.1997 (0.2122) loss_rec_sfr: 0.2175 (0.2699) loss_cl: -0.2787 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [11:20:53.509991] Epoch: [388] [ 280/2904] eta: 0:35:21 lr: 0.001358 loss: 0.1738 (0.1860) loss_rec_all: 0.2004 (0.2120) loss_rec_sfr: 0.2486 (0.2696) loss_cl: -0.2787 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [11:21:08.427801] Epoch: [388] [ 300/2904] eta: 0:34:54 lr: 0.001358 loss: 0.1787 (0.1861) loss_rec_all: 0.2049 (0.2121) loss_rec_sfr: 0.2551 (0.2694) loss_cl: -0.2788 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [11:21:23.345685] Epoch: [388] [ 320/2904] eta: 0:34:29 lr: 0.001358 loss: 0.1762 (0.1866) loss_rec_all: 0.2022 (0.2126) loss_rec_sfr: 0.2617 (0.2716) loss_cl: -0.2791 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [11:21:38.264195] Epoch: [388] [ 340/2904] eta: 0:34:04 lr: 0.001358 loss: 0.1726 (0.1863) loss_rec_all: 0.1989 (0.2123) loss_rec_sfr: 0.2552 (0.2710) loss_cl: -0.2788 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [11:21:53.181063] Epoch: [388] [ 360/2904] eta: 0:33:41 lr: 0.001358 loss: 0.1801 (0.1867) loss_rec_all: 0.2061 (0.2126) loss_rec_sfr: 0.2646 (0.2726) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [11:22:08.099664] Epoch: [388] [ 380/2904] eta: 0:33:19 lr: 0.001358 loss: 0.1838 (0.1873) loss_rec_all: 0.2097 (0.2132) loss_rec_sfr: 0.2592 (0.2747) loss_cl: -0.2790 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [11:22:23.015486] Epoch: [388] [ 400/2904] eta: 0:32:57 lr: 0.001358 loss: 0.1771 (0.1879) loss_rec_all: 0.2033 (0.2138) loss_rec_sfr: 0.2606 (0.2763) loss_cl: -0.2792 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [11:22:37.934840] Epoch: [388] [ 420/2904] eta: 0:32:36 lr: 0.001358 loss: 0.1883 (0.1885) loss_rec_all: 0.2144 (0.2145) loss_rec_sfr: 0.2693 (0.2787) loss_cl: -0.2788 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [11:22:52.849656] Epoch: [388] [ 440/2904] eta: 0:32:16 lr: 0.001358 loss: 0.1760 (0.1886) loss_rec_all: 0.2017 (0.2145) loss_rec_sfr: 0.2580 (0.2789) loss_cl: -0.2784 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [11:23:07.765139] Epoch: [388] [ 460/2904] eta: 0:31:56 lr: 0.001357 loss: 0.1764 (0.1886) loss_rec_all: 0.2024 (0.2145) loss_rec_sfr: 0.2543 (0.2791) loss_cl: -0.2784 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [11:23:22.681843] Epoch: [388] [ 480/2904] eta: 0:31:36 lr: 0.001357 loss: 0.1768 (0.1886) loss_rec_all: 0.2027 (0.2145) loss_rec_sfr: 0.2582 (0.2792) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [11:23:37.605243] Epoch: [388] [ 500/2904] eta: 0:31:17 lr: 0.001357 loss: 0.1773 (0.1887) loss_rec_all: 0.2034 (0.2146) loss_rec_sfr: 0.2591 (0.2796) loss_cl: -0.2795 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [11:23:52.535321] Epoch: [388] [ 520/2904] eta: 0:30:58 lr: 0.001357 loss: 0.1879 (0.1891) loss_rec_all: 0.2140 (0.2150) loss_rec_sfr: 0.2581 (0.2806) loss_cl: -0.2792 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [11:24:07.456047] Epoch: [388] [ 540/2904] eta: 0:30:40 lr: 0.001357 loss: 0.1794 (0.1891) loss_rec_all: 0.2056 (0.2150) loss_rec_sfr: 0.2583 (0.2807) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [11:24:22.381461] Epoch: [388] [ 560/2904] eta: 0:30:21 lr: 0.001357 loss: 0.1776 (0.1890) loss_rec_all: 0.2043 (0.2149) loss_rec_sfr: 0.2486 (0.2801) loss_cl: -0.2792 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [11:24:37.308591] Epoch: [388] [ 580/2904] eta: 0:30:03 lr: 0.001357 loss: 0.1767 (0.1889) loss_rec_all: 0.2027 (0.2149) loss_rec_sfr: 0.2608 (0.2803) loss_cl: -0.2790 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [11:24:52.233474] Epoch: [388] [ 600/2904] eta: 0:29:46 lr: 0.001357 loss: 0.1772 (0.1888) loss_rec_all: 0.2034 (0.2147) loss_rec_sfr: 0.2592 (0.2796) loss_cl: -0.2786 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [11:25:07.157036] Epoch: [388] [ 620/2904] eta: 0:29:28 lr: 0.001357 loss: 0.1769 (0.1886) loss_rec_all: 0.2033 (0.2145) loss_rec_sfr: 0.2560 (0.2789) loss_cl: -0.2781 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [11:25:22.075026] Epoch: [388] [ 640/2904] eta: 0:29:10 lr: 0.001357 loss: 0.1775 (0.1884) loss_rec_all: 0.2037 (0.2143) loss_rec_sfr: 0.2554 (0.2785) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [11:25:36.991735] Epoch: [388] [ 660/2904] eta: 0:28:53 lr: 0.001357 loss: 0.1737 (0.1883) loss_rec_all: 0.2001 (0.2142) loss_rec_sfr: 0.2510 (0.2781) loss_cl: -0.2776 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [11:25:51.909317] Epoch: [388] [ 680/2904] eta: 0:28:36 lr: 0.001357 loss: 0.1775 (0.1883) loss_rec_all: 0.2039 (0.2142) loss_rec_sfr: 0.2534 (0.2779) loss_cl: -0.2783 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [11:26:06.822403] Epoch: [388] [ 700/2904] eta: 0:28:19 lr: 0.001357 loss: 0.1816 (0.1883) loss_rec_all: 0.2077 (0.2143) loss_rec_sfr: 0.2596 (0.2780) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [11:26:21.737256] Epoch: [388] [ 720/2904] eta: 0:28:02 lr: 0.001357 loss: 0.1741 (0.1883) loss_rec_all: 0.2005 (0.2142) loss_rec_sfr: 0.2264 (0.2778) loss_cl: -0.2795 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [11:26:36.653344] Epoch: [388] [ 740/2904] eta: 0:27:45 lr: 0.001357 loss: 0.1776 (0.1884) loss_rec_all: 0.2036 (0.2143) loss_rec_sfr: 0.2629 (0.2781) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [11:26:51.570991] Epoch: [388] [ 760/2904] eta: 0:27:28 lr: 0.001357 loss: 0.1784 (0.1882) loss_rec_all: 0.2044 (0.2141) loss_rec_sfr: 0.2540 (0.2774) loss_cl: -0.2795 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [11:27:06.490713] Epoch: [388] [ 780/2904] eta: 0:27:12 lr: 0.001357 loss: 0.1770 (0.1881) loss_rec_all: 0.2031 (0.2141) loss_rec_sfr: 0.2587 (0.2774) loss_cl: -0.2795 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [11:27:21.409249] Epoch: [388] [ 800/2904] eta: 0:26:55 lr: 0.001357 loss: 0.1750 (0.1878) loss_rec_all: 0.2012 (0.2138) loss_rec_sfr: 0.2263 (0.2761) loss_cl: -0.2784 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [11:27:36.349785] Epoch: [388] [ 820/2904] eta: 0:26:39 lr: 0.001357 loss: 0.1814 (0.1880) loss_rec_all: 0.2073 (0.2140) loss_rec_sfr: 0.2606 (0.2770) loss_cl: -0.2782 (-0.2788) time: 0.7470 data: 0.0002 max mem: 29860 [11:27:51.259168] Epoch: [388] [ 840/2904] eta: 0:26:22 lr: 0.001357 loss: 0.1794 (0.1880) loss_rec_all: 0.2052 (0.2140) loss_rec_sfr: 0.2566 (0.2769) loss_cl: -0.2779 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [11:28:06.173121] Epoch: [388] [ 860/2904] eta: 0:26:06 lr: 0.001357 loss: 0.1772 (0.1880) loss_rec_all: 0.2036 (0.2139) loss_rec_sfr: 0.2585 (0.2770) loss_cl: -0.2795 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [11:28:21.088887] Epoch: [388] [ 880/2904] eta: 0:25:50 lr: 0.001357 loss: 0.1732 (0.1878) loss_rec_all: 0.1994 (0.2137) loss_rec_sfr: 0.2454 (0.2765) loss_cl: -0.2801 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [11:28:36.003814] Epoch: [388] [ 900/2904] eta: 0:25:33 lr: 0.001357 loss: 0.1777 (0.1878) loss_rec_all: 0.2040 (0.2137) loss_rec_sfr: 0.2535 (0.2763) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [11:28:50.919152] Epoch: [388] [ 920/2904] eta: 0:25:17 lr: 0.001357 loss: 0.1743 (0.1876) loss_rec_all: 0.2008 (0.2136) loss_rec_sfr: 0.2409 (0.2758) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [11:29:05.833765] Epoch: [388] [ 940/2904] eta: 0:25:01 lr: 0.001357 loss: 0.1776 (0.1876) loss_rec_all: 0.2037 (0.2136) loss_rec_sfr: 0.2635 (0.2759) loss_cl: -0.2792 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [11:29:20.748961] Epoch: [388] [ 960/2904] eta: 0:24:45 lr: 0.001357 loss: 0.1791 (0.1876) loss_rec_all: 0.2054 (0.2136) loss_rec_sfr: 0.2552 (0.2757) loss_cl: -0.2797 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [11:29:35.666675] Epoch: [388] [ 980/2904] eta: 0:24:29 lr: 0.001357 loss: 0.1743 (0.1876) loss_rec_all: 0.2003 (0.2136) loss_rec_sfr: 0.2543 (0.2758) loss_cl: -0.2784 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [11:29:50.586563] Epoch: [388] [1000/2904] eta: 0:24:13 lr: 0.001357 loss: 0.1792 (0.1877) loss_rec_all: 0.2051 (0.2137) loss_rec_sfr: 0.2612 (0.2761) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [11:30:05.501487] Epoch: [388] [1020/2904] eta: 0:23:57 lr: 0.001357 loss: 0.1744 (0.1876) loss_rec_all: 0.2003 (0.2136) loss_rec_sfr: 0.2515 (0.2758) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [11:30:20.414435] Epoch: [388] [1040/2904] eta: 0:23:41 lr: 0.001357 loss: 0.1737 (0.1875) loss_rec_all: 0.2000 (0.2134) loss_rec_sfr: 0.2552 (0.2753) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [11:30:35.331313] Epoch: [388] [1060/2904] eta: 0:23:26 lr: 0.001356 loss: 0.1773 (0.1875) loss_rec_all: 0.2035 (0.2134) loss_rec_sfr: 0.2601 (0.2753) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [11:30:50.245959] Epoch: [388] [1080/2904] eta: 0:23:10 lr: 0.001356 loss: 0.1811 (0.1875) loss_rec_all: 0.2073 (0.2134) loss_rec_sfr: 0.2616 (0.2755) loss_cl: -0.2799 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [11:31:05.166661] Epoch: [388] [1100/2904] eta: 0:22:54 lr: 0.001356 loss: 0.1779 (0.1877) loss_rec_all: 0.2041 (0.2136) loss_rec_sfr: 0.2574 (0.2760) loss_cl: -0.2793 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [11:31:20.085666] Epoch: [388] [1120/2904] eta: 0:22:38 lr: 0.001356 loss: 0.1798 (0.1878) loss_rec_all: 0.2060 (0.2138) loss_rec_sfr: 0.2599 (0.2765) loss_cl: -0.2790 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [11:31:35.011074] Epoch: [388] [1140/2904] eta: 0:22:22 lr: 0.001356 loss: 0.1770 (0.1877) loss_rec_all: 0.2029 (0.2137) loss_rec_sfr: 0.2449 (0.2761) loss_cl: -0.2784 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [11:31:49.932315] Epoch: [388] [1160/2904] eta: 0:22:07 lr: 0.001356 loss: 0.1745 (0.1876) loss_rec_all: 0.2005 (0.2136) loss_rec_sfr: 0.2557 (0.2758) loss_cl: -0.2781 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [11:32:04.853703] Epoch: [388] [1180/2904] eta: 0:21:51 lr: 0.001356 loss: 0.1810 (0.1876) loss_rec_all: 0.2071 (0.2136) loss_rec_sfr: 0.2549 (0.2757) loss_cl: -0.2784 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [11:32:19.768290] Epoch: [388] [1200/2904] eta: 0:21:35 lr: 0.001356 loss: 0.1768 (0.1876) loss_rec_all: 0.2028 (0.2135) loss_rec_sfr: 0.2546 (0.2754) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [11:32:34.683965] Epoch: [388] [1220/2904] eta: 0:21:20 lr: 0.001356 loss: 0.1745 (0.1876) loss_rec_all: 0.2007 (0.2135) loss_rec_sfr: 0.2131 (0.2753) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [11:32:49.602519] Epoch: [388] [1240/2904] eta: 0:21:04 lr: 0.001356 loss: 0.1795 (0.1876) loss_rec_all: 0.2057 (0.2135) loss_rec_sfr: 0.2591 (0.2753) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [11:33:04.517383] Epoch: [388] [1260/2904] eta: 0:20:49 lr: 0.001356 loss: 0.1769 (0.1875) loss_rec_all: 0.2031 (0.2135) loss_rec_sfr: 0.2549 (0.2752) loss_cl: -0.2794 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [11:33:19.431502] Epoch: [388] [1280/2904] eta: 0:20:33 lr: 0.001356 loss: 0.1786 (0.1877) loss_rec_all: 0.2044 (0.2137) loss_rec_sfr: 0.2682 (0.2759) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [11:33:34.351375] Epoch: [388] [1300/2904] eta: 0:20:18 lr: 0.001356 loss: 0.1791 (0.1878) loss_rec_all: 0.2051 (0.2137) loss_rec_sfr: 0.2538 (0.2762) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [11:33:49.270777] Epoch: [388] [1320/2904] eta: 0:20:02 lr: 0.001356 loss: 0.1771 (0.1877) loss_rec_all: 0.2034 (0.2137) loss_rec_sfr: 0.2483 (0.2759) loss_cl: -0.2794 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [11:34:04.194330] Epoch: [388] [1340/2904] eta: 0:19:47 lr: 0.001356 loss: 0.1769 (0.1876) loss_rec_all: 0.2032 (0.2136) loss_rec_sfr: 0.2555 (0.2758) loss_cl: -0.2786 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [11:34:19.112446] Epoch: [388] [1360/2904] eta: 0:19:31 lr: 0.001356 loss: 0.1762 (0.1876) loss_rec_all: 0.2027 (0.2135) loss_rec_sfr: 0.2519 (0.2756) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [11:34:34.030672] Epoch: [388] [1380/2904] eta: 0:19:16 lr: 0.001356 loss: 0.1755 (0.1875) loss_rec_all: 0.2016 (0.2135) loss_rec_sfr: 0.2538 (0.2756) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [11:34:48.945833] Epoch: [388] [1400/2904] eta: 0:19:00 lr: 0.001356 loss: 0.1804 (0.1876) loss_rec_all: 0.2069 (0.2135) loss_rec_sfr: 0.2542 (0.2755) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [11:35:03.862172] Epoch: [388] [1420/2904] eta: 0:18:45 lr: 0.001356 loss: 0.1763 (0.1875) loss_rec_all: 0.2023 (0.2135) loss_rec_sfr: 0.2594 (0.2755) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [11:35:18.770403] Epoch: [388] [1440/2904] eta: 0:18:29 lr: 0.001356 loss: 0.1787 (0.1875) loss_rec_all: 0.2048 (0.2134) loss_rec_sfr: 0.2540 (0.2752) loss_cl: -0.2791 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [11:35:33.687337] Epoch: [388] [1460/2904] eta: 0:18:14 lr: 0.001356 loss: 0.1779 (0.1874) loss_rec_all: 0.2041 (0.2134) loss_rec_sfr: 0.2512 (0.2749) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [11:35:48.625189] Epoch: [388] [1480/2904] eta: 0:17:59 lr: 0.001356 loss: 0.1803 (0.1874) loss_rec_all: 0.2065 (0.2134) loss_rec_sfr: 0.2596 (0.2749) loss_cl: -0.2791 (-0.2788) time: 0.7469 data: 0.0002 max mem: 29860 [11:36:03.541276] Epoch: [388] [1500/2904] eta: 0:17:43 lr: 0.001356 loss: 0.1746 (0.1873) loss_rec_all: 0.2006 (0.2133) loss_rec_sfr: 0.2589 (0.2747) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [11:36:18.455145] Epoch: [388] [1520/2904] eta: 0:17:28 lr: 0.001356 loss: 0.1784 (0.1872) loss_rec_all: 0.2047 (0.2132) loss_rec_sfr: 0.2567 (0.2745) loss_cl: -0.2789 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [11:36:33.371839] Epoch: [388] [1540/2904] eta: 0:17:12 lr: 0.001356 loss: 0.1781 (0.1872) loss_rec_all: 0.2041 (0.2132) loss_rec_sfr: 0.2609 (0.2744) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [11:36:48.290247] Epoch: [388] [1560/2904] eta: 0:16:57 lr: 0.001356 loss: 0.1781 (0.1873) loss_rec_all: 0.2044 (0.2132) loss_rec_sfr: 0.2637 (0.2748) loss_cl: -0.2789 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [11:37:03.205213] Epoch: [388] [1580/2904] eta: 0:16:42 lr: 0.001356 loss: 0.1824 (0.1874) loss_rec_all: 0.2083 (0.2133) loss_rec_sfr: 0.2559 (0.2750) loss_cl: -0.2780 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [11:37:18.118401] Epoch: [388] [1600/2904] eta: 0:16:26 lr: 0.001356 loss: 0.1786 (0.1873) loss_rec_all: 0.2050 (0.2133) loss_rec_sfr: 0.2522 (0.2748) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [11:37:33.037266] Epoch: [388] [1620/2904] eta: 0:16:11 lr: 0.001356 loss: 0.1760 (0.1873) loss_rec_all: 0.2026 (0.2133) loss_rec_sfr: 0.2138 (0.2747) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [11:37:47.953526] Epoch: [388] [1640/2904] eta: 0:15:56 lr: 0.001355 loss: 0.1854 (0.1873) loss_rec_all: 0.2113 (0.2133) loss_rec_sfr: 0.2608 (0.2747) loss_cl: -0.2795 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [11:38:02.871250] Epoch: [388] [1660/2904] eta: 0:15:41 lr: 0.001355 loss: 0.1824 (0.1873) loss_rec_all: 0.2086 (0.2133) loss_rec_sfr: 0.2505 (0.2747) loss_cl: -0.2782 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [11:38:17.789711] Epoch: [388] [1680/2904] eta: 0:15:25 lr: 0.001355 loss: 0.1812 (0.1873) loss_rec_all: 0.2075 (0.2133) loss_rec_sfr: 0.2594 (0.2748) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [11:38:32.713148] Epoch: [388] [1700/2904] eta: 0:15:10 lr: 0.001355 loss: 0.1792 (0.1875) loss_rec_all: 0.2056 (0.2134) loss_rec_sfr: 0.2619 (0.2752) loss_cl: -0.2791 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [11:38:47.781699] Epoch: [388] [1720/2904] eta: 0:14:55 lr: 0.001355 loss: 0.1819 (0.1875) loss_rec_all: 0.2079 (0.2134) loss_rec_sfr: 0.2569 (0.2751) loss_cl: -0.2785 (-0.2788) time: 0.7534 data: 0.0002 max mem: 29860 [11:39:02.694695] Epoch: [388] [1740/2904] eta: 0:14:40 lr: 0.001355 loss: 0.1750 (0.1873) loss_rec_all: 0.2013 (0.2133) loss_rec_sfr: 0.2462 (0.2746) loss_cl: -0.2784 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [11:39:17.609079] Epoch: [388] [1760/2904] eta: 0:14:24 lr: 0.001355 loss: 0.1803 (0.1873) loss_rec_all: 0.2066 (0.2133) loss_rec_sfr: 0.2536 (0.2744) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [11:39:32.524275] Epoch: [388] [1780/2904] eta: 0:14:09 lr: 0.001355 loss: 0.1751 (0.1873) loss_rec_all: 0.2011 (0.2132) loss_rec_sfr: 0.2470 (0.2743) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [11:39:47.444983] Epoch: [388] [1800/2904] eta: 0:13:54 lr: 0.001355 loss: 0.1734 (0.1872) loss_rec_all: 0.1999 (0.2131) loss_rec_sfr: 0.2410 (0.2740) loss_cl: -0.2803 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [11:40:02.363486] Epoch: [388] [1820/2904] eta: 0:13:39 lr: 0.001355 loss: 0.1750 (0.1872) loss_rec_all: 0.2010 (0.2132) loss_rec_sfr: 0.2371 (0.2740) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [11:40:17.278263] Epoch: [388] [1840/2904] eta: 0:13:23 lr: 0.001355 loss: 0.1742 (0.1871) loss_rec_all: 0.2007 (0.2131) loss_rec_sfr: 0.2495 (0.2738) loss_cl: -0.2797 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [11:40:32.198851] Epoch: [388] [1860/2904] eta: 0:13:08 lr: 0.001355 loss: 0.1758 (0.1871) loss_rec_all: 0.2019 (0.2130) loss_rec_sfr: 0.2621 (0.2737) loss_cl: -0.2808 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [11:40:47.116366] Epoch: [388] [1880/2904] eta: 0:12:53 lr: 0.001355 loss: 0.1755 (0.1870) loss_rec_all: 0.2018 (0.2129) loss_rec_sfr: 0.2365 (0.2734) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [11:41:02.034721] Epoch: [388] [1900/2904] eta: 0:12:38 lr: 0.001355 loss: 0.1746 (0.1871) loss_rec_all: 0.2012 (0.2131) loss_rec_sfr: 0.2559 (0.2738) loss_cl: -0.2775 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [11:41:16.953022] Epoch: [388] [1920/2904] eta: 0:12:23 lr: 0.001355 loss: 0.1789 (0.1871) loss_rec_all: 0.2051 (0.2131) loss_rec_sfr: 0.2406 (0.2738) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [11:41:31.868549] Epoch: [388] [1940/2904] eta: 0:12:07 lr: 0.001355 loss: 0.1741 (0.1871) loss_rec_all: 0.2005 (0.2131) loss_rec_sfr: 0.2460 (0.2737) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [11:41:46.790178] Epoch: [388] [1960/2904] eta: 0:11:52 lr: 0.001355 loss: 0.1811 (0.1871) loss_rec_all: 0.2074 (0.2131) loss_rec_sfr: 0.2519 (0.2737) loss_cl: -0.2806 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [11:42:01.709946] Epoch: [388] [1980/2904] eta: 0:11:37 lr: 0.001355 loss: 0.1766 (0.1871) loss_rec_all: 0.2025 (0.2131) loss_rec_sfr: 0.2600 (0.2737) loss_cl: -0.2795 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [11:42:16.625959] Epoch: [388] [2000/2904] eta: 0:11:22 lr: 0.001355 loss: 0.1758 (0.1871) loss_rec_all: 0.2024 (0.2130) loss_rec_sfr: 0.2529 (0.2735) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [11:42:31.542343] Epoch: [388] [2020/2904] eta: 0:11:07 lr: 0.001355 loss: 0.1758 (0.1871) loss_rec_all: 0.2017 (0.2130) loss_rec_sfr: 0.2466 (0.2735) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [11:42:46.456385] Epoch: [388] [2040/2904] eta: 0:10:51 lr: 0.001355 loss: 0.1770 (0.1870) loss_rec_all: 0.2031 (0.2130) loss_rec_sfr: 0.2595 (0.2734) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [11:43:01.370069] Epoch: [388] [2060/2904] eta: 0:10:36 lr: 0.001355 loss: 0.1762 (0.1870) loss_rec_all: 0.2026 (0.2130) loss_rec_sfr: 0.2618 (0.2735) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [11:43:16.287444] Epoch: [388] [2080/2904] eta: 0:10:21 lr: 0.001355 loss: 0.1757 (0.1870) loss_rec_all: 0.2023 (0.2130) loss_rec_sfr: 0.2035 (0.2733) loss_cl: -0.2790 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [11:43:31.202047] Epoch: [388] [2100/2904] eta: 0:10:06 lr: 0.001355 loss: 0.1770 (0.1870) loss_rec_all: 0.2031 (0.2130) loss_rec_sfr: 0.2487 (0.2733) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [11:43:46.117705] Epoch: [388] [2120/2904] eta: 0:09:51 lr: 0.001355 loss: 0.1788 (0.1870) loss_rec_all: 0.2049 (0.2129) loss_rec_sfr: 0.2476 (0.2732) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [11:44:01.036136] Epoch: [388] [2140/2904] eta: 0:09:36 lr: 0.001355 loss: 0.1754 (0.1869) loss_rec_all: 0.2020 (0.2129) loss_rec_sfr: 0.2431 (0.2730) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [11:44:15.955651] Epoch: [388] [2160/2904] eta: 0:09:21 lr: 0.001355 loss: 0.1781 (0.1869) loss_rec_all: 0.2041 (0.2129) loss_rec_sfr: 0.2609 (0.2730) loss_cl: -0.2784 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [11:44:30.864415] Epoch: [388] [2180/2904] eta: 0:09:05 lr: 0.001355 loss: 0.1771 (0.1870) loss_rec_all: 0.2032 (0.2129) loss_rec_sfr: 0.2531 (0.2731) loss_cl: -0.2795 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [11:44:45.774955] Epoch: [388] [2200/2904] eta: 0:08:50 lr: 0.001355 loss: 0.1735 (0.1869) loss_rec_all: 0.1996 (0.2129) loss_rec_sfr: 0.2595 (0.2729) loss_cl: -0.2803 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [11:45:00.688962] Epoch: [388] [2220/2904] eta: 0:08:35 lr: 0.001355 loss: 0.1831 (0.1870) loss_rec_all: 0.2093 (0.2129) loss_rec_sfr: 0.2579 (0.2731) loss_cl: -0.2795 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [11:45:15.599517] Epoch: [388] [2240/2904] eta: 0:08:20 lr: 0.001354 loss: 0.1784 (0.1869) loss_rec_all: 0.2045 (0.2129) loss_rec_sfr: 0.2590 (0.2732) loss_cl: -0.2786 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [11:45:30.519220] Epoch: [388] [2260/2904] eta: 0:08:05 lr: 0.001354 loss: 0.1772 (0.1869) loss_rec_all: 0.2034 (0.2129) loss_rec_sfr: 0.2565 (0.2730) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [11:45:45.440572] Epoch: [388] [2280/2904] eta: 0:07:50 lr: 0.001354 loss: 0.1745 (0.1868) loss_rec_all: 0.2008 (0.2128) loss_rec_sfr: 0.2507 (0.2728) loss_cl: -0.2792 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [11:46:00.357077] Epoch: [388] [2300/2904] eta: 0:07:35 lr: 0.001354 loss: 0.1788 (0.1869) loss_rec_all: 0.2050 (0.2129) loss_rec_sfr: 0.2625 (0.2730) loss_cl: -0.2799 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [11:46:15.273235] Epoch: [388] [2320/2904] eta: 0:07:20 lr: 0.001354 loss: 0.1744 (0.1868) loss_rec_all: 0.2003 (0.2128) loss_rec_sfr: 0.2618 (0.2729) loss_cl: -0.2792 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [11:46:30.185504] Epoch: [388] [2340/2904] eta: 0:07:04 lr: 0.001354 loss: 0.1750 (0.1868) loss_rec_all: 0.2014 (0.2128) loss_rec_sfr: 0.2182 (0.2727) loss_cl: -0.2783 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [11:46:45.107508] Epoch: [388] [2360/2904] eta: 0:06:49 lr: 0.001354 loss: 0.1754 (0.1867) loss_rec_all: 0.2014 (0.2127) loss_rec_sfr: 0.2516 (0.2725) loss_cl: -0.2784 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [11:47:00.027564] Epoch: [388] [2380/2904] eta: 0:06:34 lr: 0.001354 loss: 0.1805 (0.1868) loss_rec_all: 0.2072 (0.2127) loss_rec_sfr: 0.2531 (0.2726) loss_cl: -0.2798 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [11:47:14.939183] Epoch: [388] [2400/2904] eta: 0:06:19 lr: 0.001354 loss: 0.1782 (0.1868) loss_rec_all: 0.2044 (0.2128) loss_rec_sfr: 0.2557 (0.2726) loss_cl: -0.2800 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [11:47:29.851755] Epoch: [388] [2420/2904] eta: 0:06:04 lr: 0.001354 loss: 0.1772 (0.1869) loss_rec_all: 0.2032 (0.2129) loss_rec_sfr: 0.2720 (0.2731) loss_cl: -0.2785 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [11:47:44.768752] Epoch: [388] [2440/2904] eta: 0:05:49 lr: 0.001354 loss: 0.1844 (0.1870) loss_rec_all: 0.2104 (0.2130) loss_rec_sfr: 0.2592 (0.2734) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [11:47:59.696990] Epoch: [388] [2460/2904] eta: 0:05:34 lr: 0.001354 loss: 0.1769 (0.1870) loss_rec_all: 0.2030 (0.2130) loss_rec_sfr: 0.2538 (0.2734) loss_cl: -0.2785 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [11:48:14.629856] Epoch: [388] [2480/2904] eta: 0:05:19 lr: 0.001354 loss: 0.1762 (0.1870) loss_rec_all: 0.2026 (0.2130) loss_rec_sfr: 0.2472 (0.2733) loss_cl: -0.2783 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [11:48:29.578329] Epoch: [388] [2500/2904] eta: 0:05:04 lr: 0.001354 loss: 0.1815 (0.1871) loss_rec_all: 0.2077 (0.2131) loss_rec_sfr: 0.2695 (0.2737) loss_cl: -0.2787 (-0.2788) time: 0.7474 data: 0.0002 max mem: 29860 [11:48:44.499135] Epoch: [388] [2520/2904] eta: 0:04:49 lr: 0.001354 loss: 0.1779 (0.1871) loss_rec_all: 0.2042 (0.2130) loss_rec_sfr: 0.2552 (0.2736) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [11:48:59.410983] Epoch: [388] [2540/2904] eta: 0:04:34 lr: 0.001354 loss: 0.1789 (0.1871) loss_rec_all: 0.2053 (0.2131) loss_rec_sfr: 0.2604 (0.2739) loss_cl: -0.2781 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [11:49:14.346052] Epoch: [388] [2560/2904] eta: 0:04:18 lr: 0.001354 loss: 0.1763 (0.1871) loss_rec_all: 0.2027 (0.2131) loss_rec_sfr: 0.2530 (0.2738) loss_cl: -0.2784 (-0.2788) time: 0.7467 data: 0.0003 max mem: 29860 [11:49:29.265945] Epoch: [388] [2580/2904] eta: 0:04:03 lr: 0.001354 loss: 0.1816 (0.1871) loss_rec_all: 0.2079 (0.2131) loss_rec_sfr: 0.2536 (0.2738) loss_cl: -0.2793 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [11:49:44.196236] Epoch: [388] [2600/2904] eta: 0:03:48 lr: 0.001354 loss: 0.1793 (0.1872) loss_rec_all: 0.2056 (0.2132) loss_rec_sfr: 0.2493 (0.2740) loss_cl: -0.2790 (-0.2788) time: 0.7465 data: 0.0002 max mem: 29860 [11:49:59.110171] Epoch: [388] [2620/2904] eta: 0:03:33 lr: 0.001354 loss: 0.1778 (0.1872) loss_rec_all: 0.2040 (0.2131) loss_rec_sfr: 0.2495 (0.2739) loss_cl: -0.2789 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [11:50:14.026699] Epoch: [388] [2640/2904] eta: 0:03:18 lr: 0.001354 loss: 0.1761 (0.1871) loss_rec_all: 0.2023 (0.2131) loss_rec_sfr: 0.2512 (0.2738) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [11:50:28.969877] Epoch: [388] [2660/2904] eta: 0:03:03 lr: 0.001354 loss: 0.1752 (0.1871) loss_rec_all: 0.2013 (0.2131) loss_rec_sfr: 0.2562 (0.2738) loss_cl: -0.2788 (-0.2788) time: 0.7471 data: 0.0002 max mem: 29860 [11:50:43.907973] Epoch: [388] [2680/2904] eta: 0:02:48 lr: 0.001354 loss: 0.1773 (0.1872) loss_rec_all: 0.2035 (0.2131) loss_rec_sfr: 0.2603 (0.2739) loss_cl: -0.2791 (-0.2788) time: 0.7469 data: 0.0002 max mem: 29860 [11:50:58.827271] Epoch: [388] [2700/2904] eta: 0:02:33 lr: 0.001354 loss: 0.1768 (0.1872) loss_rec_all: 0.2033 (0.2131) loss_rec_sfr: 0.2453 (0.2739) loss_cl: -0.2793 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [11:51:13.763323] Epoch: [388] [2720/2904] eta: 0:02:18 lr: 0.001354 loss: 0.1756 (0.1872) loss_rec_all: 0.2015 (0.2131) loss_rec_sfr: 0.2431 (0.2738) loss_cl: -0.2790 (-0.2788) time: 0.7468 data: 0.0002 max mem: 29860 [11:51:28.696738] Epoch: [388] [2740/2904] eta: 0:02:03 lr: 0.001354 loss: 0.1863 (0.1872) loss_rec_all: 0.2126 (0.2132) loss_rec_sfr: 0.2562 (0.2740) loss_cl: -0.2797 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [11:51:43.608089] Epoch: [388] [2760/2904] eta: 0:01:48 lr: 0.001354 loss: 0.1816 (0.1873) loss_rec_all: 0.2079 (0.2132) loss_rec_sfr: 0.2546 (0.2741) loss_cl: -0.2793 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [11:51:58.522344] Epoch: [388] [2780/2904] eta: 0:01:33 lr: 0.001354 loss: 0.1849 (0.1873) loss_rec_all: 0.2112 (0.2133) loss_rec_sfr: 0.2564 (0.2742) loss_cl: -0.2783 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [11:52:13.463095] Epoch: [388] [2800/2904] eta: 0:01:18 lr: 0.001354 loss: 0.1795 (0.1874) loss_rec_all: 0.2056 (0.2133) loss_rec_sfr: 0.2555 (0.2744) loss_cl: -0.2780 (-0.2788) time: 0.7470 data: 0.0002 max mem: 29860 [11:52:28.407076] Epoch: [388] [2820/2904] eta: 0:01:03 lr: 0.001353 loss: 0.1763 (0.1873) loss_rec_all: 0.2024 (0.2133) loss_rec_sfr: 0.2558 (0.2743) loss_cl: -0.2780 (-0.2788) time: 0.7472 data: 0.0002 max mem: 29860 [11:52:43.357138] Epoch: [388] [2840/2904] eta: 0:00:48 lr: 0.001353 loss: 0.1762 (0.1873) loss_rec_all: 0.2023 (0.2133) loss_rec_sfr: 0.2578 (0.2743) loss_cl: -0.2791 (-0.2788) time: 0.7475 data: 0.0024 max mem: 29860 [11:52:58.254392] Epoch: [388] [2860/2904] eta: 0:00:33 lr: 0.001353 loss: 0.1747 (0.1873) loss_rec_all: 0.2013 (0.2133) loss_rec_sfr: 0.2504 (0.2743) loss_cl: -0.2797 (-0.2788) time: 0.7448 data: 0.0001 max mem: 29860 [11:53:13.177159] Epoch: [388] [2880/2904] eta: 0:00:18 lr: 0.001353 loss: 0.1788 (0.1873) loss_rec_all: 0.2051 (0.2133) loss_rec_sfr: 0.2533 (0.2743) loss_cl: -0.2794 (-0.2788) time: 0.7461 data: 0.0001 max mem: 29860 [11:53:28.090383] Epoch: [388] [2900/2904] eta: 0:00:03 lr: 0.001353 loss: 0.1793 (0.1874) loss_rec_all: 0.2053 (0.2134) loss_rec_sfr: 0.2531 (0.2745) loss_cl: -0.2789 (-0.2788) time: 0.7456 data: 0.0001 max mem: 29860 [11:53:30.332589] Epoch: [388] [2903/2904] eta: 0:00:00 lr: 0.001353 loss: 0.1793 (0.1874) loss_rec_all: 0.2053 (0.2134) loss_rec_sfr: 0.2460 (0.2745) loss_cl: -0.2786 (-0.2788) time: 0.7454 data: 0.0001 max mem: 29860 [11:53:32.477061] Epoch: [388] Total time: 0:36:26 (0.7528 s / it) [11:53:32.478140] Averaged stats: lr: 0.001353 loss: 0.1793 (0.1894) loss_rec_all: 0.2053 (0.2131) loss_rec_sfr: 0.2460 (0.2733) loss_cl: -0.2786 (-0.2556) [11:53:32.482871] log_dir: ./checkpoint/VF2_ViT-B [11:53:50.360030] Epoch: [389] [ 0/2904] eta: 14:25:11 lr: 0.001353 loss: 0.2346 (0.2346) loss_rec_all: 0.2596 (0.2596) loss_rec_sfr: 0.4399 (0.4399) loss_cl: -0.2801 (-0.2801) time: 17.8758 data: 9.3831 max mem: 29860 [11:54:09.532780] Epoch: [389] [ 20/2904] eta: 1:24:47 lr: 0.001353 loss: 0.1778 (0.1893) loss_rec_all: 0.2037 (0.2152) loss_rec_sfr: 0.2240 (0.2768) loss_cl: -0.2784 (-0.2786) time: 0.9586 data: 0.1638 max mem: 29860 [11:54:24.451736] Epoch: [389] [ 40/2904] eta: 1:00:29 lr: 0.001353 loss: 0.1742 (0.1846) loss_rec_all: 0.2004 (0.2106) loss_rec_sfr: 0.2161 (0.2631) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [11:54:39.367381] Epoch: [389] [ 60/2904] eta: 0:51:58 lr: 0.001353 loss: 0.1763 (0.1866) loss_rec_all: 0.2025 (0.2126) loss_rec_sfr: 0.2562 (0.2690) loss_cl: -0.2791 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [11:54:54.285891] Epoch: [389] [ 80/2904] eta: 0:47:31 lr: 0.001353 loss: 0.1741 (0.1866) loss_rec_all: 0.2005 (0.2126) loss_rec_sfr: 0.2485 (0.2702) loss_cl: -0.2790 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [11:55:09.219154] Epoch: [389] [ 100/2904] eta: 0:44:45 lr: 0.001353 loss: 0.1782 (0.1880) loss_rec_all: 0.2044 (0.2139) loss_rec_sfr: 0.2525 (0.2750) loss_cl: -0.2791 (-0.2789) time: 0.7466 data: 0.0002 max mem: 29860 [11:55:24.158057] Epoch: [389] [ 120/2904] eta: 0:42:49 lr: 0.001353 loss: 0.1738 (0.1870) loss_rec_all: 0.2002 (0.2130) loss_rec_sfr: 0.2528 (0.2714) loss_cl: -0.2792 (-0.2790) time: 0.7469 data: 0.0002 max mem: 29860 [11:55:39.097510] Epoch: [389] [ 140/2904] eta: 0:41:21 lr: 0.001353 loss: 0.1735 (0.1858) loss_rec_all: 0.1995 (0.2119) loss_rec_sfr: 0.2468 (0.2665) loss_cl: -0.2792 (-0.2790) time: 0.7469 data: 0.0003 max mem: 29860 [11:55:54.040164] Epoch: [389] [ 160/2904] eta: 0:40:12 lr: 0.001353 loss: 0.1725 (0.1860) loss_rec_all: 0.1987 (0.2120) loss_rec_sfr: 0.2494 (0.2684) loss_cl: -0.2789 (-0.2789) time: 0.7471 data: 0.0002 max mem: 29860 [11:56:08.980294] Epoch: [389] [ 180/2904] eta: 0:39:15 lr: 0.001353 loss: 0.1776 (0.1863) loss_rec_all: 0.2035 (0.2123) loss_rec_sfr: 0.2626 (0.2706) loss_cl: -0.2785 (-0.2789) time: 0.7470 data: 0.0002 max mem: 29860 [11:56:23.919503] Epoch: [389] [ 200/2904] eta: 0:38:26 lr: 0.001353 loss: 0.1805 (0.1865) loss_rec_all: 0.2069 (0.2125) loss_rec_sfr: 0.2601 (0.2718) loss_cl: -0.2791 (-0.2789) time: 0.7469 data: 0.0002 max mem: 29860 [11:56:38.849556] Epoch: [389] [ 220/2904] eta: 0:37:43 lr: 0.001353 loss: 0.1782 (0.1867) loss_rec_all: 0.2044 (0.2127) loss_rec_sfr: 0.2532 (0.2722) loss_cl: -0.2788 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [11:56:53.920378] Epoch: [389] [ 240/2904] eta: 0:37:06 lr: 0.001353 loss: 0.1749 (0.1866) loss_rec_all: 0.2008 (0.2126) loss_rec_sfr: 0.2544 (0.2721) loss_cl: -0.2792 (-0.2789) time: 0.7535 data: 0.0002 max mem: 29860 [11:57:08.844028] Epoch: [389] [ 260/2904] eta: 0:36:31 lr: 0.001353 loss: 0.1776 (0.1862) loss_rec_all: 0.2036 (0.2122) loss_rec_sfr: 0.2473 (0.2703) loss_cl: -0.2794 (-0.2790) time: 0.7461 data: 0.0002 max mem: 29860 [11:57:23.784037] Epoch: [389] [ 280/2904] eta: 0:35:59 lr: 0.001353 loss: 0.1766 (0.1860) loss_rec_all: 0.2028 (0.2120) loss_rec_sfr: 0.2255 (0.2690) loss_cl: -0.2787 (-0.2790) time: 0.7470 data: 0.0002 max mem: 29860 [11:57:38.709845] Epoch: [389] [ 300/2904] eta: 0:35:30 lr: 0.001353 loss: 0.1743 (0.1864) loss_rec_all: 0.2005 (0.2124) loss_rec_sfr: 0.2580 (0.2709) loss_cl: -0.2790 (-0.2790) time: 0.7462 data: 0.0002 max mem: 29860 [11:57:53.632506] Epoch: [389] [ 320/2904] eta: 0:35:02 lr: 0.001353 loss: 0.1747 (0.1865) loss_rec_all: 0.2009 (0.2125) loss_rec_sfr: 0.2578 (0.2714) loss_cl: -0.2789 (-0.2790) time: 0.7461 data: 0.0002 max mem: 29860 [11:58:08.550644] Epoch: [389] [ 340/2904] eta: 0:34:35 lr: 0.001353 loss: 0.1833 (0.1869) loss_rec_all: 0.2093 (0.2129) loss_rec_sfr: 0.2549 (0.2723) loss_cl: -0.2794 (-0.2790) time: 0.7459 data: 0.0002 max mem: 29860 [11:58:23.483192] Epoch: [389] [ 360/2904] eta: 0:34:10 lr: 0.001353 loss: 0.1762 (0.1865) loss_rec_all: 0.2026 (0.2125) loss_rec_sfr: 0.2469 (0.2710) loss_cl: -0.2789 (-0.2790) time: 0.7466 data: 0.0002 max mem: 29860 [11:58:38.397480] Epoch: [389] [ 380/2904] eta: 0:33:46 lr: 0.001353 loss: 0.1729 (0.1864) loss_rec_all: 0.1992 (0.2124) loss_rec_sfr: 0.2588 (0.2711) loss_cl: -0.2783 (-0.2790) time: 0.7457 data: 0.0002 max mem: 29860 [11:58:53.317471] Epoch: [389] [ 400/2904] eta: 0:33:23 lr: 0.001353 loss: 0.1752 (0.1863) loss_rec_all: 0.2012 (0.2123) loss_rec_sfr: 0.2543 (0.2709) loss_cl: -0.2787 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [11:59:08.235085] Epoch: [389] [ 420/2904] eta: 0:33:00 lr: 0.001353 loss: 0.1733 (0.1865) loss_rec_all: 0.1997 (0.2125) loss_rec_sfr: 0.2516 (0.2713) loss_cl: -0.2794 (-0.2790) time: 0.7458 data: 0.0002 max mem: 29860 [11:59:23.150034] Epoch: [389] [ 440/2904] eta: 0:32:39 lr: 0.001353 loss: 0.1766 (0.1867) loss_rec_all: 0.2031 (0.2126) loss_rec_sfr: 0.2608 (0.2722) loss_cl: -0.2795 (-0.2790) time: 0.7457 data: 0.0002 max mem: 29860 [11:59:38.064955] Epoch: [389] [ 460/2904] eta: 0:32:18 lr: 0.001353 loss: 0.1733 (0.1865) loss_rec_all: 0.1997 (0.2125) loss_rec_sfr: 0.2392 (0.2717) loss_cl: -0.2793 (-0.2790) time: 0.7457 data: 0.0002 max mem: 29860 [11:59:52.980289] Epoch: [389] [ 480/2904] eta: 0:31:57 lr: 0.001353 loss: 0.1802 (0.1866) loss_rec_all: 0.2065 (0.2126) loss_rec_sfr: 0.2533 (0.2718) loss_cl: -0.2789 (-0.2790) time: 0.7457 data: 0.0002 max mem: 29860 [12:00:07.902044] Epoch: [389] [ 500/2904] eta: 0:31:37 lr: 0.001353 loss: 0.1826 (0.1870) loss_rec_all: 0.2084 (0.2130) loss_rec_sfr: 0.2580 (0.2729) loss_cl: -0.2794 (-0.2790) time: 0.7460 data: 0.0002 max mem: 29860 [12:00:22.823620] Epoch: [389] [ 520/2904] eta: 0:31:17 lr: 0.001352 loss: 0.1760 (0.1871) loss_rec_all: 0.2024 (0.2130) loss_rec_sfr: 0.2475 (0.2731) loss_cl: -0.2795 (-0.2790) time: 0.7460 data: 0.0002 max mem: 29860 [12:00:37.735750] Epoch: [389] [ 540/2904] eta: 0:30:58 lr: 0.001352 loss: 0.1766 (0.1870) loss_rec_all: 0.2029 (0.2130) loss_rec_sfr: 0.2491 (0.2729) loss_cl: -0.2787 (-0.2790) time: 0.7456 data: 0.0002 max mem: 29860 [12:00:52.648993] Epoch: [389] [ 560/2904] eta: 0:30:39 lr: 0.001352 loss: 0.1771 (0.1869) loss_rec_all: 0.2035 (0.2129) loss_rec_sfr: 0.2524 (0.2723) loss_cl: -0.2789 (-0.2790) time: 0.7456 data: 0.0002 max mem: 29860 [12:01:07.568940] Epoch: [389] [ 580/2904] eta: 0:30:20 lr: 0.001352 loss: 0.1774 (0.1869) loss_rec_all: 0.2040 (0.2129) loss_rec_sfr: 0.2554 (0.2725) loss_cl: -0.2787 (-0.2790) time: 0.7460 data: 0.0002 max mem: 29860 [12:01:22.493220] Epoch: [389] [ 600/2904] eta: 0:30:01 lr: 0.001352 loss: 0.1764 (0.1870) loss_rec_all: 0.2028 (0.2130) loss_rec_sfr: 0.2529 (0.2730) loss_cl: -0.2787 (-0.2790) time: 0.7462 data: 0.0002 max mem: 29860 [12:01:37.407287] Epoch: [389] [ 620/2904] eta: 0:29:43 lr: 0.001352 loss: 0.1728 (0.1868) loss_rec_all: 0.1995 (0.2128) loss_rec_sfr: 0.2440 (0.2718) loss_cl: -0.2795 (-0.2790) time: 0.7457 data: 0.0002 max mem: 29860 [12:01:52.326915] Epoch: [389] [ 640/2904] eta: 0:29:25 lr: 0.001352 loss: 0.1722 (0.1866) loss_rec_all: 0.1989 (0.2126) loss_rec_sfr: 0.2143 (0.2712) loss_cl: -0.2797 (-0.2790) time: 0.7459 data: 0.0002 max mem: 29860 [12:02:07.247447] Epoch: [389] [ 660/2904] eta: 0:29:07 lr: 0.001352 loss: 0.1793 (0.1866) loss_rec_all: 0.2050 (0.2126) loss_rec_sfr: 0.2487 (0.2711) loss_cl: -0.2793 (-0.2790) time: 0.7460 data: 0.0002 max mem: 29860 [12:02:22.170973] Epoch: [389] [ 680/2904] eta: 0:28:49 lr: 0.001352 loss: 0.1836 (0.1866) loss_rec_all: 0.2097 (0.2126) loss_rec_sfr: 0.2512 (0.2707) loss_cl: -0.2782 (-0.2790) time: 0.7461 data: 0.0002 max mem: 29860 [12:02:37.087665] Epoch: [389] [ 700/2904] eta: 0:28:32 lr: 0.001352 loss: 0.1764 (0.1865) loss_rec_all: 0.2027 (0.2125) loss_rec_sfr: 0.2441 (0.2704) loss_cl: -0.2783 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [12:02:52.005214] Epoch: [389] [ 720/2904] eta: 0:28:14 lr: 0.001352 loss: 0.1784 (0.1866) loss_rec_all: 0.2044 (0.2126) loss_rec_sfr: 0.2579 (0.2711) loss_cl: -0.2785 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [12:03:06.921865] Epoch: [389] [ 740/2904] eta: 0:27:57 lr: 0.001352 loss: 0.1727 (0.1864) loss_rec_all: 0.1991 (0.2124) loss_rec_sfr: 0.2516 (0.2704) loss_cl: -0.2799 (-0.2790) time: 0.7458 data: 0.0002 max mem: 29860 [12:03:21.851128] Epoch: [389] [ 760/2904] eta: 0:27:40 lr: 0.001352 loss: 0.1791 (0.1865) loss_rec_all: 0.2054 (0.2125) loss_rec_sfr: 0.2495 (0.2704) loss_cl: -0.2793 (-0.2790) time: 0.7464 data: 0.0002 max mem: 29860 [12:03:36.771794] Epoch: [389] [ 780/2904] eta: 0:27:23 lr: 0.001352 loss: 0.1797 (0.1867) loss_rec_all: 0.2057 (0.2127) loss_rec_sfr: 0.2549 (0.2710) loss_cl: -0.2789 (-0.2790) time: 0.7460 data: 0.0002 max mem: 29860 [12:03:51.694315] Epoch: [389] [ 800/2904] eta: 0:27:06 lr: 0.001352 loss: 0.1742 (0.1865) loss_rec_all: 0.2007 (0.2125) loss_rec_sfr: 0.2218 (0.2703) loss_cl: -0.2794 (-0.2790) time: 0.7461 data: 0.0002 max mem: 29860 [12:04:06.609673] Epoch: [389] [ 820/2904] eta: 0:26:49 lr: 0.001352 loss: 0.1751 (0.1865) loss_rec_all: 0.2017 (0.2125) loss_rec_sfr: 0.2544 (0.2704) loss_cl: -0.2790 (-0.2790) time: 0.7457 data: 0.0002 max mem: 29860 [12:04:21.525469] Epoch: [389] [ 840/2904] eta: 0:26:32 lr: 0.001352 loss: 0.1769 (0.1864) loss_rec_all: 0.2027 (0.2124) loss_rec_sfr: 0.2551 (0.2701) loss_cl: -0.2785 (-0.2790) time: 0.7457 data: 0.0002 max mem: 29860 [12:04:36.441084] Epoch: [389] [ 860/2904] eta: 0:26:16 lr: 0.001352 loss: 0.1758 (0.1864) loss_rec_all: 0.2018 (0.2124) loss_rec_sfr: 0.2607 (0.2703) loss_cl: -0.2787 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [12:04:51.355027] Epoch: [389] [ 880/2904] eta: 0:25:59 lr: 0.001352 loss: 0.1809 (0.1864) loss_rec_all: 0.2070 (0.2124) loss_rec_sfr: 0.2512 (0.2700) loss_cl: -0.2794 (-0.2790) time: 0.7457 data: 0.0002 max mem: 29860 [12:05:06.267751] Epoch: [389] [ 900/2904] eta: 0:25:43 lr: 0.001352 loss: 0.1756 (0.1864) loss_rec_all: 0.2017 (0.2124) loss_rec_sfr: 0.2482 (0.2699) loss_cl: -0.2799 (-0.2790) time: 0.7456 data: 0.0002 max mem: 29860 [12:05:21.184621] Epoch: [389] [ 920/2904] eta: 0:25:26 lr: 0.001352 loss: 0.1765 (0.1864) loss_rec_all: 0.2029 (0.2124) loss_rec_sfr: 0.2526 (0.2699) loss_cl: -0.2792 (-0.2790) time: 0.7458 data: 0.0002 max mem: 29860 [12:05:36.095686] Epoch: [389] [ 940/2904] eta: 0:25:10 lr: 0.001352 loss: 0.1762 (0.1865) loss_rec_all: 0.2021 (0.2125) loss_rec_sfr: 0.2581 (0.2703) loss_cl: -0.2780 (-0.2790) time: 0.7455 data: 0.0002 max mem: 29860 [12:05:51.011538] Epoch: [389] [ 960/2904] eta: 0:24:53 lr: 0.001352 loss: 0.1769 (0.1864) loss_rec_all: 0.2028 (0.2124) loss_rec_sfr: 0.2551 (0.2700) loss_cl: -0.2789 (-0.2790) time: 0.7458 data: 0.0002 max mem: 29860 [12:06:05.924752] Epoch: [389] [ 980/2904] eta: 0:24:37 lr: 0.001352 loss: 0.1734 (0.1863) loss_rec_all: 0.1995 (0.2123) loss_rec_sfr: 0.2483 (0.2698) loss_cl: -0.2794 (-0.2790) time: 0.7456 data: 0.0002 max mem: 29860 [12:06:20.838590] Epoch: [389] [1000/2904] eta: 0:24:21 lr: 0.001352 loss: 0.1736 (0.1863) loss_rec_all: 0.2003 (0.2123) loss_rec_sfr: 0.2487 (0.2701) loss_cl: -0.2791 (-0.2790) time: 0.7456 data: 0.0002 max mem: 29860 [12:06:35.752077] Epoch: [389] [1020/2904] eta: 0:24:05 lr: 0.001352 loss: 0.1773 (0.1864) loss_rec_all: 0.2037 (0.2124) loss_rec_sfr: 0.2577 (0.2703) loss_cl: -0.2785 (-0.2790) time: 0.7456 data: 0.0002 max mem: 29860 [12:06:50.667079] Epoch: [389] [1040/2904] eta: 0:23:49 lr: 0.001352 loss: 0.1798 (0.1863) loss_rec_all: 0.2057 (0.2123) loss_rec_sfr: 0.2555 (0.2701) loss_cl: -0.2782 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [12:07:05.588160] Epoch: [389] [1060/2904] eta: 0:23:33 lr: 0.001352 loss: 0.1763 (0.1863) loss_rec_all: 0.2026 (0.2123) loss_rec_sfr: 0.2211 (0.2697) loss_cl: -0.2789 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [12:07:20.506809] Epoch: [389] [1080/2904] eta: 0:23:17 lr: 0.001352 loss: 0.1800 (0.1864) loss_rec_all: 0.2060 (0.2124) loss_rec_sfr: 0.2690 (0.2701) loss_cl: -0.2794 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [12:07:35.425159] Epoch: [389] [1100/2904] eta: 0:23:01 lr: 0.001351 loss: 0.1808 (0.1865) loss_rec_all: 0.2067 (0.2125) loss_rec_sfr: 0.2634 (0.2706) loss_cl: -0.2794 (-0.2790) time: 0.7459 data: 0.0002 max mem: 29860 [12:07:50.342854] Epoch: [389] [1120/2904] eta: 0:22:45 lr: 0.001351 loss: 0.1765 (0.1866) loss_rec_all: 0.2028 (0.2126) loss_rec_sfr: 0.2386 (0.2707) loss_cl: -0.2791 (-0.2790) time: 0.7458 data: 0.0002 max mem: 29860 [12:08:05.252651] Epoch: [389] [1140/2904] eta: 0:22:29 lr: 0.001351 loss: 0.1760 (0.1864) loss_rec_all: 0.2019 (0.2124) loss_rec_sfr: 0.2523 (0.2703) loss_cl: -0.2790 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [12:08:20.168148] Epoch: [389] [1160/2904] eta: 0:22:13 lr: 0.001351 loss: 0.1740 (0.1864) loss_rec_all: 0.2004 (0.2124) loss_rec_sfr: 0.2522 (0.2704) loss_cl: -0.2790 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [12:08:35.094087] Epoch: [389] [1180/2904] eta: 0:21:57 lr: 0.001351 loss: 0.1766 (0.1863) loss_rec_all: 0.2030 (0.2123) loss_rec_sfr: 0.2544 (0.2700) loss_cl: -0.2787 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [12:08:50.007915] Epoch: [389] [1200/2904] eta: 0:21:41 lr: 0.001351 loss: 0.1793 (0.1864) loss_rec_all: 0.2054 (0.2124) loss_rec_sfr: 0.2548 (0.2701) loss_cl: -0.2791 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [12:09:04.930180] Epoch: [389] [1220/2904] eta: 0:21:25 lr: 0.001351 loss: 0.1755 (0.1863) loss_rec_all: 0.2017 (0.2123) loss_rec_sfr: 0.2474 (0.2699) loss_cl: -0.2797 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [12:09:19.857990] Epoch: [389] [1240/2904] eta: 0:21:10 lr: 0.001351 loss: 0.1744 (0.1862) loss_rec_all: 0.2004 (0.2123) loss_rec_sfr: 0.2573 (0.2699) loss_cl: -0.2790 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [12:09:34.776335] Epoch: [389] [1260/2904] eta: 0:20:54 lr: 0.001351 loss: 0.1803 (0.1862) loss_rec_all: 0.2062 (0.2122) loss_rec_sfr: 0.2536 (0.2696) loss_cl: -0.2794 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [12:09:49.705974] Epoch: [389] [1280/2904] eta: 0:20:38 lr: 0.001351 loss: 0.1807 (0.1863) loss_rec_all: 0.2069 (0.2123) loss_rec_sfr: 0.2481 (0.2698) loss_cl: -0.2785 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [12:10:04.622940] Epoch: [389] [1300/2904] eta: 0:20:23 lr: 0.001351 loss: 0.1785 (0.1863) loss_rec_all: 0.2046 (0.2123) loss_rec_sfr: 0.2587 (0.2699) loss_cl: -0.2788 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [12:10:19.541484] Epoch: [389] [1320/2904] eta: 0:20:07 lr: 0.001351 loss: 0.1754 (0.1863) loss_rec_all: 0.2014 (0.2123) loss_rec_sfr: 0.2558 (0.2700) loss_cl: -0.2782 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [12:10:34.461662] Epoch: [389] [1340/2904] eta: 0:19:51 lr: 0.001351 loss: 0.1771 (0.1864) loss_rec_all: 0.2030 (0.2124) loss_rec_sfr: 0.2472 (0.2704) loss_cl: -0.2790 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [12:10:49.384715] Epoch: [389] [1360/2904] eta: 0:19:36 lr: 0.001351 loss: 0.1763 (0.1865) loss_rec_all: 0.2029 (0.2125) loss_rec_sfr: 0.2550 (0.2705) loss_cl: -0.2792 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [12:11:04.305162] Epoch: [389] [1380/2904] eta: 0:19:20 lr: 0.001351 loss: 0.1791 (0.1865) loss_rec_all: 0.2051 (0.2125) loss_rec_sfr: 0.2570 (0.2706) loss_cl: -0.2787 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [12:11:19.221270] Epoch: [389] [1400/2904] eta: 0:19:05 lr: 0.001351 loss: 0.1744 (0.1865) loss_rec_all: 0.2008 (0.2125) loss_rec_sfr: 0.2503 (0.2706) loss_cl: -0.2790 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [12:11:34.136054] Epoch: [389] [1420/2904] eta: 0:18:49 lr: 0.001351 loss: 0.1760 (0.1865) loss_rec_all: 0.2022 (0.2125) loss_rec_sfr: 0.2511 (0.2707) loss_cl: -0.2793 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [12:11:49.047731] Epoch: [389] [1440/2904] eta: 0:18:34 lr: 0.001351 loss: 0.1768 (0.1864) loss_rec_all: 0.2031 (0.2124) loss_rec_sfr: 0.2582 (0.2704) loss_cl: -0.2792 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [12:12:03.962931] Epoch: [389] [1460/2904] eta: 0:18:18 lr: 0.001351 loss: 0.1786 (0.1865) loss_rec_all: 0.2047 (0.2125) loss_rec_sfr: 0.2547 (0.2706) loss_cl: -0.2795 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [12:12:18.877620] Epoch: [389] [1480/2904] eta: 0:18:02 lr: 0.001351 loss: 0.1717 (0.1864) loss_rec_all: 0.1981 (0.2124) loss_rec_sfr: 0.2240 (0.2703) loss_cl: -0.2792 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [12:12:33.797727] Epoch: [389] [1500/2904] eta: 0:17:47 lr: 0.001351 loss: 0.1775 (0.1864) loss_rec_all: 0.2038 (0.2124) loss_rec_sfr: 0.2188 (0.2703) loss_cl: -0.2781 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [12:12:48.711101] Epoch: [389] [1520/2904] eta: 0:17:32 lr: 0.001351 loss: 0.1798 (0.1865) loss_rec_all: 0.2061 (0.2125) loss_rec_sfr: 0.2564 (0.2705) loss_cl: -0.2783 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [12:13:03.630035] Epoch: [389] [1540/2904] eta: 0:17:16 lr: 0.001351 loss: 0.1757 (0.1866) loss_rec_all: 0.2018 (0.2125) loss_rec_sfr: 0.2517 (0.2706) loss_cl: -0.2788 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [12:13:18.544482] Epoch: [389] [1560/2904] eta: 0:17:01 lr: 0.001351 loss: 0.1698 (0.1864) loss_rec_all: 0.1966 (0.2124) loss_rec_sfr: 0.2256 (0.2702) loss_cl: -0.2791 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [12:13:33.459557] Epoch: [389] [1580/2904] eta: 0:16:45 lr: 0.001351 loss: 0.1762 (0.1864) loss_rec_all: 0.2022 (0.2124) loss_rec_sfr: 0.2520 (0.2701) loss_cl: -0.2792 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [12:13:48.373443] Epoch: [389] [1600/2904] eta: 0:16:30 lr: 0.001351 loss: 0.1764 (0.1863) loss_rec_all: 0.2025 (0.2123) loss_rec_sfr: 0.2450 (0.2699) loss_cl: -0.2795 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [12:14:03.285992] Epoch: [389] [1620/2904] eta: 0:16:14 lr: 0.001351 loss: 0.1752 (0.1863) loss_rec_all: 0.2015 (0.2123) loss_rec_sfr: 0.2566 (0.2699) loss_cl: -0.2779 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [12:14:18.195573] Epoch: [389] [1640/2904] eta: 0:15:59 lr: 0.001351 loss: 0.1737 (0.1863) loss_rec_all: 0.2000 (0.2123) loss_rec_sfr: 0.2464 (0.2698) loss_cl: -0.2786 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [12:14:33.101429] Epoch: [389] [1660/2904] eta: 0:15:44 lr: 0.001351 loss: 0.1748 (0.1862) loss_rec_all: 0.2008 (0.2123) loss_rec_sfr: 0.2529 (0.2697) loss_cl: -0.2798 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [12:14:48.016171] Epoch: [389] [1680/2904] eta: 0:15:28 lr: 0.001351 loss: 0.1757 (0.1862) loss_rec_all: 0.2022 (0.2122) loss_rec_sfr: 0.2492 (0.2695) loss_cl: -0.2799 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [12:15:02.927217] Epoch: [389] [1700/2904] eta: 0:15:13 lr: 0.001350 loss: 0.1764 (0.1862) loss_rec_all: 0.2026 (0.2122) loss_rec_sfr: 0.2596 (0.2698) loss_cl: -0.2786 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [12:15:17.833635] Epoch: [389] [1720/2904] eta: 0:14:57 lr: 0.001350 loss: 0.1861 (0.1864) loss_rec_all: 0.2123 (0.2124) loss_rec_sfr: 0.2569 (0.2701) loss_cl: -0.2789 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [12:15:32.749842] Epoch: [389] [1740/2904] eta: 0:14:42 lr: 0.001350 loss: 0.1789 (0.1865) loss_rec_all: 0.2047 (0.2125) loss_rec_sfr: 0.2653 (0.2705) loss_cl: -0.2791 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [12:15:47.659038] Epoch: [389] [1760/2904] eta: 0:14:27 lr: 0.001350 loss: 0.1780 (0.1865) loss_rec_all: 0.2042 (0.2125) loss_rec_sfr: 0.2623 (0.2706) loss_cl: -0.2791 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [12:16:02.573275] Epoch: [389] [1780/2904] eta: 0:14:12 lr: 0.001350 loss: 0.1814 (0.1867) loss_rec_all: 0.2076 (0.2127) loss_rec_sfr: 0.2645 (0.2712) loss_cl: -0.2786 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [12:16:17.491280] Epoch: [389] [1800/2904] eta: 0:13:56 lr: 0.001350 loss: 0.1805 (0.1867) loss_rec_all: 0.2067 (0.2127) loss_rec_sfr: 0.2533 (0.2713) loss_cl: -0.2781 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [12:16:32.420166] Epoch: [389] [1820/2904] eta: 0:13:41 lr: 0.001350 loss: 0.1816 (0.1867) loss_rec_all: 0.2079 (0.2127) loss_rec_sfr: 0.2509 (0.2713) loss_cl: -0.2787 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [12:16:47.338509] Epoch: [389] [1840/2904] eta: 0:13:26 lr: 0.001350 loss: 0.1745 (0.1867) loss_rec_all: 0.2008 (0.2127) loss_rec_sfr: 0.2565 (0.2713) loss_cl: -0.2793 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [12:17:02.256187] Epoch: [389] [1860/2904] eta: 0:13:10 lr: 0.001350 loss: 0.1815 (0.1867) loss_rec_all: 0.2076 (0.2127) loss_rec_sfr: 0.2562 (0.2714) loss_cl: -0.2793 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [12:17:17.167327] Epoch: [389] [1880/2904] eta: 0:12:55 lr: 0.001350 loss: 0.1755 (0.1867) loss_rec_all: 0.2020 (0.2127) loss_rec_sfr: 0.2578 (0.2712) loss_cl: -0.2786 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [12:17:32.085849] Epoch: [389] [1900/2904] eta: 0:12:40 lr: 0.001350 loss: 0.1769 (0.1866) loss_rec_all: 0.2032 (0.2126) loss_rec_sfr: 0.2498 (0.2711) loss_cl: -0.2790 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [12:17:47.006428] Epoch: [389] [1920/2904] eta: 0:12:25 lr: 0.001350 loss: 0.1740 (0.1865) loss_rec_all: 0.2003 (0.2125) loss_rec_sfr: 0.2258 (0.2708) loss_cl: -0.2787 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [12:18:01.928623] Epoch: [389] [1940/2904] eta: 0:12:09 lr: 0.001350 loss: 0.1780 (0.1865) loss_rec_all: 0.2041 (0.2125) loss_rec_sfr: 0.2573 (0.2708) loss_cl: -0.2783 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [12:18:16.848156] Epoch: [389] [1960/2904] eta: 0:11:54 lr: 0.001350 loss: 0.1769 (0.1865) loss_rec_all: 0.2032 (0.2125) loss_rec_sfr: 0.2540 (0.2707) loss_cl: -0.2792 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [12:18:31.764926] Epoch: [389] [1980/2904] eta: 0:11:39 lr: 0.001350 loss: 0.1774 (0.1865) loss_rec_all: 0.2040 (0.2125) loss_rec_sfr: 0.2419 (0.2706) loss_cl: -0.2793 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [12:18:46.680209] Epoch: [389] [2000/2904] eta: 0:11:24 lr: 0.001350 loss: 0.1776 (0.1865) loss_rec_all: 0.2036 (0.2125) loss_rec_sfr: 0.2583 (0.2707) loss_cl: -0.2787 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [12:19:01.602804] Epoch: [389] [2020/2904] eta: 0:11:08 lr: 0.001350 loss: 0.1750 (0.1865) loss_rec_all: 0.2012 (0.2125) loss_rec_sfr: 0.2483 (0.2705) loss_cl: -0.2792 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [12:19:16.520953] Epoch: [389] [2040/2904] eta: 0:10:53 lr: 0.001350 loss: 0.1784 (0.1865) loss_rec_all: 0.2047 (0.2125) loss_rec_sfr: 0.2563 (0.2707) loss_cl: -0.2792 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [12:19:31.440304] Epoch: [389] [2060/2904] eta: 0:10:38 lr: 0.001350 loss: 0.1746 (0.1866) loss_rec_all: 0.2010 (0.2126) loss_rec_sfr: 0.2483 (0.2707) loss_cl: -0.2792 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [12:19:46.362958] Epoch: [389] [2080/2904] eta: 0:10:23 lr: 0.001350 loss: 0.1803 (0.1867) loss_rec_all: 0.2064 (0.2127) loss_rec_sfr: 0.2643 (0.2711) loss_cl: -0.2786 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [12:20:01.283768] Epoch: [389] [2100/2904] eta: 0:10:07 lr: 0.001350 loss: 0.1779 (0.1866) loss_rec_all: 0.2038 (0.2126) loss_rec_sfr: 0.2504 (0.2708) loss_cl: -0.2789 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [12:20:16.196198] Epoch: [389] [2120/2904] eta: 0:09:52 lr: 0.001350 loss: 0.1750 (0.1867) loss_rec_all: 0.2015 (0.2127) loss_rec_sfr: 0.2479 (0.2710) loss_cl: -0.2792 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [12:20:31.107943] Epoch: [389] [2140/2904] eta: 0:09:37 lr: 0.001350 loss: 0.1786 (0.1867) loss_rec_all: 0.2045 (0.2127) loss_rec_sfr: 0.2216 (0.2710) loss_cl: -0.2788 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [12:20:46.019186] Epoch: [389] [2160/2904] eta: 0:09:22 lr: 0.001350 loss: 0.1742 (0.1867) loss_rec_all: 0.2002 (0.2127) loss_rec_sfr: 0.2511 (0.2710) loss_cl: -0.2785 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [12:21:00.939679] Epoch: [389] [2180/2904] eta: 0:09:07 lr: 0.001350 loss: 0.1724 (0.1866) loss_rec_all: 0.1983 (0.2125) loss_rec_sfr: 0.2477 (0.2706) loss_cl: -0.2786 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [12:21:15.857247] Epoch: [389] [2200/2904] eta: 0:08:52 lr: 0.001350 loss: 0.1762 (0.1865) loss_rec_all: 0.2021 (0.2125) loss_rec_sfr: 0.2455 (0.2704) loss_cl: -0.2793 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [12:21:30.775623] Epoch: [389] [2220/2904] eta: 0:08:36 lr: 0.001350 loss: 0.1799 (0.1865) loss_rec_all: 0.2062 (0.2125) loss_rec_sfr: 0.2531 (0.2702) loss_cl: -0.2799 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [12:21:45.685294] Epoch: [389] [2240/2904] eta: 0:08:21 lr: 0.001350 loss: 0.1737 (0.1864) loss_rec_all: 0.2002 (0.2124) loss_rec_sfr: 0.2557 (0.2701) loss_cl: -0.2806 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [12:22:00.599892] Epoch: [389] [2260/2904] eta: 0:08:06 lr: 0.001350 loss: 0.1771 (0.1864) loss_rec_all: 0.2038 (0.2124) loss_rec_sfr: 0.2550 (0.2699) loss_cl: -0.2789 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [12:22:15.515472] Epoch: [389] [2280/2904] eta: 0:07:51 lr: 0.001349 loss: 0.1741 (0.1863) loss_rec_all: 0.2003 (0.2123) loss_rec_sfr: 0.2563 (0.2697) loss_cl: -0.2788 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [12:22:30.429224] Epoch: [389] [2300/2904] eta: 0:07:36 lr: 0.001349 loss: 0.1781 (0.1863) loss_rec_all: 0.2040 (0.2123) loss_rec_sfr: 0.2616 (0.2699) loss_cl: -0.2784 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [12:22:45.338954] Epoch: [389] [2320/2904] eta: 0:07:21 lr: 0.001349 loss: 0.1781 (0.1864) loss_rec_all: 0.2045 (0.2124) loss_rec_sfr: 0.2534 (0.2700) loss_cl: -0.2793 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [12:23:00.253718] Epoch: [389] [2340/2904] eta: 0:07:05 lr: 0.001349 loss: 0.1753 (0.1864) loss_rec_all: 0.2014 (0.2124) loss_rec_sfr: 0.2423 (0.2701) loss_cl: -0.2790 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [12:23:15.165639] Epoch: [389] [2360/2904] eta: 0:06:50 lr: 0.001349 loss: 0.1761 (0.1864) loss_rec_all: 0.2021 (0.2124) loss_rec_sfr: 0.2599 (0.2702) loss_cl: -0.2795 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [12:23:30.087267] Epoch: [389] [2380/2904] eta: 0:06:35 lr: 0.001349 loss: 0.1782 (0.1864) loss_rec_all: 0.2042 (0.2124) loss_rec_sfr: 0.2510 (0.2701) loss_cl: -0.2788 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [12:23:45.005352] Epoch: [389] [2400/2904] eta: 0:06:20 lr: 0.001349 loss: 0.1779 (0.1864) loss_rec_all: 0.2043 (0.2124) loss_rec_sfr: 0.2580 (0.2702) loss_cl: -0.2782 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [12:23:59.921259] Epoch: [389] [2420/2904] eta: 0:06:05 lr: 0.001349 loss: 0.1786 (0.1864) loss_rec_all: 0.2048 (0.2124) loss_rec_sfr: 0.2536 (0.2703) loss_cl: -0.2783 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [12:24:14.832483] Epoch: [389] [2440/2904] eta: 0:05:50 lr: 0.001349 loss: 0.1777 (0.1865) loss_rec_all: 0.2038 (0.2125) loss_rec_sfr: 0.2629 (0.2706) loss_cl: -0.2793 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [12:24:29.745426] Epoch: [389] [2460/2904] eta: 0:05:35 lr: 0.001349 loss: 0.1788 (0.1866) loss_rec_all: 0.2050 (0.2126) loss_rec_sfr: 0.2575 (0.2710) loss_cl: -0.2797 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [12:24:44.663731] Epoch: [389] [2480/2904] eta: 0:05:19 lr: 0.001349 loss: 0.1740 (0.1866) loss_rec_all: 0.2005 (0.2126) loss_rec_sfr: 0.2550 (0.2710) loss_cl: -0.2791 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [12:24:59.572654] Epoch: [389] [2500/2904] eta: 0:05:04 lr: 0.001349 loss: 0.1751 (0.1865) loss_rec_all: 0.2012 (0.2125) loss_rec_sfr: 0.2544 (0.2709) loss_cl: -0.2787 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [12:25:14.486774] Epoch: [389] [2520/2904] eta: 0:04:49 lr: 0.001349 loss: 0.1774 (0.1865) loss_rec_all: 0.2037 (0.2125) loss_rec_sfr: 0.2529 (0.2710) loss_cl: -0.2784 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [12:25:29.404197] Epoch: [389] [2540/2904] eta: 0:04:34 lr: 0.001349 loss: 0.1762 (0.1865) loss_rec_all: 0.2028 (0.2125) loss_rec_sfr: 0.2555 (0.2709) loss_cl: -0.2790 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [12:25:44.319756] Epoch: [389] [2560/2904] eta: 0:04:19 lr: 0.001349 loss: 0.1759 (0.1866) loss_rec_all: 0.2021 (0.2126) loss_rec_sfr: 0.2528 (0.2711) loss_cl: -0.2786 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [12:25:59.235134] Epoch: [389] [2580/2904] eta: 0:04:04 lr: 0.001349 loss: 0.1756 (0.1865) loss_rec_all: 0.2022 (0.2125) loss_rec_sfr: 0.2445 (0.2708) loss_cl: -0.2794 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [12:26:14.151440] Epoch: [389] [2600/2904] eta: 0:03:49 lr: 0.001349 loss: 0.1765 (0.1865) loss_rec_all: 0.2026 (0.2125) loss_rec_sfr: 0.2604 (0.2708) loss_cl: -0.2787 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [12:26:29.067943] Epoch: [389] [2620/2904] eta: 0:03:34 lr: 0.001349 loss: 0.1796 (0.1864) loss_rec_all: 0.2057 (0.2124) loss_rec_sfr: 0.2565 (0.2707) loss_cl: -0.2786 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [12:26:43.983847] Epoch: [389] [2640/2904] eta: 0:03:19 lr: 0.001349 loss: 0.1787 (0.1865) loss_rec_all: 0.2051 (0.2125) loss_rec_sfr: 0.2562 (0.2709) loss_cl: -0.2789 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [12:26:58.894407] Epoch: [389] [2660/2904] eta: 0:03:03 lr: 0.001349 loss: 0.1786 (0.1864) loss_rec_all: 0.2049 (0.2124) loss_rec_sfr: 0.2576 (0.2708) loss_cl: -0.2806 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [12:27:13.812288] Epoch: [389] [2680/2904] eta: 0:02:48 lr: 0.001349 loss: 0.1746 (0.1864) loss_rec_all: 0.2011 (0.2124) loss_rec_sfr: 0.2550 (0.2705) loss_cl: -0.2801 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [12:27:28.732414] Epoch: [389] [2700/2904] eta: 0:02:33 lr: 0.001349 loss: 0.1728 (0.1864) loss_rec_all: 0.1989 (0.2124) loss_rec_sfr: 0.2527 (0.2704) loss_cl: -0.2787 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [12:27:43.649810] Epoch: [389] [2720/2904] eta: 0:02:18 lr: 0.001349 loss: 0.1799 (0.1864) loss_rec_all: 0.2063 (0.2124) loss_rec_sfr: 0.2576 (0.2705) loss_cl: -0.2775 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [12:27:58.563007] Epoch: [389] [2740/2904] eta: 0:02:03 lr: 0.001349 loss: 0.1763 (0.1864) loss_rec_all: 0.2027 (0.2124) loss_rec_sfr: 0.2214 (0.2703) loss_cl: -0.2786 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [12:28:13.483626] Epoch: [389] [2760/2904] eta: 0:01:48 lr: 0.001349 loss: 0.1768 (0.1864) loss_rec_all: 0.2032 (0.2124) loss_rec_sfr: 0.2647 (0.2706) loss_cl: -0.2794 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [12:28:28.406130] Epoch: [389] [2780/2904] eta: 0:01:33 lr: 0.001349 loss: 0.1776 (0.1865) loss_rec_all: 0.2038 (0.2125) loss_rec_sfr: 0.2612 (0.2706) loss_cl: -0.2804 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [12:28:43.323893] Epoch: [389] [2800/2904] eta: 0:01:18 lr: 0.001349 loss: 0.1795 (0.1865) loss_rec_all: 0.2055 (0.2125) loss_rec_sfr: 0.2700 (0.2708) loss_cl: -0.2791 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [12:28:58.244868] Epoch: [389] [2820/2904] eta: 0:01:03 lr: 0.001349 loss: 0.1761 (0.1865) loss_rec_all: 0.2020 (0.2125) loss_rec_sfr: 0.2223 (0.2707) loss_cl: -0.2781 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [12:29:13.195909] Epoch: [389] [2840/2904] eta: 0:00:48 lr: 0.001349 loss: 0.1807 (0.1865) loss_rec_all: 0.2067 (0.2125) loss_rec_sfr: 0.2600 (0.2709) loss_cl: -0.2786 (-0.2789) time: 0.7475 data: 0.0023 max mem: 29860 [12:29:28.091975] Epoch: [389] [2860/2904] eta: 0:00:33 lr: 0.001349 loss: 0.1773 (0.1865) loss_rec_all: 0.2035 (0.2125) loss_rec_sfr: 0.2610 (0.2709) loss_cl: -0.2795 (-0.2789) time: 0.7448 data: 0.0001 max mem: 29860 [12:29:42.986021] Epoch: [389] [2880/2904] eta: 0:00:18 lr: 0.001348 loss: 0.1751 (0.1865) loss_rec_all: 0.2016 (0.2125) loss_rec_sfr: 0.2539 (0.2708) loss_cl: -0.2796 (-0.2789) time: 0.7447 data: 0.0001 max mem: 29860 [12:29:57.881098] Epoch: [389] [2900/2904] eta: 0:00:03 lr: 0.001348 loss: 0.1775 (0.1865) loss_rec_all: 0.2035 (0.2125) loss_rec_sfr: 0.2591 (0.2709) loss_cl: -0.2791 (-0.2789) time: 0.7447 data: 0.0001 max mem: 29860 [12:30:00.121986] Epoch: [389] [2903/2904] eta: 0:00:00 lr: 0.001348 loss: 0.1775 (0.1865) loss_rec_all: 0.2035 (0.2125) loss_rec_sfr: 0.2591 (0.2709) loss_cl: -0.2784 (-0.2789) time: 0.7447 data: 0.0001 max mem: 29860 [12:30:02.303191] Epoch: [389] Total time: 0:36:29 (0.7541 s / it) [12:30:02.304248] Averaged stats: lr: 0.001348 loss: 0.1775 (0.1891) loss_rec_all: 0.2035 (0.2127) loss_rec_sfr: 0.2591 (0.2715) loss_cl: -0.2784 (-0.2557) [12:30:02.311245] log_dir: ./checkpoint/VF2_ViT-B [12:30:24.204454] Epoch: [390] [ 0/2904] eta: 17:39:33 lr: 0.001348 loss: 0.1865 (0.1865) loss_rec_all: 0.2125 (0.2125) loss_rec_sfr: 0.2564 (0.2564) loss_cl: -0.2788 (-0.2788) time: 21.8916 data: 18.8678 max mem: 29860 [12:30:42.240305] Epoch: [390] [ 20/2904] eta: 1:31:23 lr: 0.001348 loss: 0.1731 (0.1812) loss_rec_all: 0.1993 (0.2073) loss_rec_sfr: 0.2166 (0.2399) loss_cl: -0.2782 (-0.2782) time: 0.9017 data: 0.0003 max mem: 29860 [12:30:57.172481] Epoch: [390] [ 40/2904] eta: 1:03:52 lr: 0.001348 loss: 0.1755 (0.1805) loss_rec_all: 0.2014 (0.2066) loss_rec_sfr: 0.2574 (0.2471) loss_cl: -0.2782 (-0.2783) time: 0.7466 data: 0.0003 max mem: 29860 [12:31:12.127227] Epoch: [390] [ 60/2904] eta: 0:54:14 lr: 0.001348 loss: 0.1800 (0.1834) loss_rec_all: 0.2062 (0.2095) loss_rec_sfr: 0.2534 (0.2605) loss_cl: -0.2792 (-0.2787) time: 0.7477 data: 0.0002 max mem: 29860 [12:31:27.097690] Epoch: [390] [ 80/2904] eta: 0:49:15 lr: 0.001348 loss: 0.1786 (0.1846) loss_rec_all: 0.2047 (0.2106) loss_rec_sfr: 0.2527 (0.2654) loss_cl: -0.2796 (-0.2789) time: 0.7484 data: 0.0006 max mem: 29860 [12:31:42.071410] Epoch: [390] [ 100/2904] eta: 0:46:09 lr: 0.001348 loss: 0.1800 (0.1865) loss_rec_all: 0.2061 (0.2125) loss_rec_sfr: 0.2582 (0.2715) loss_cl: -0.2794 (-0.2789) time: 0.7486 data: 0.0004 max mem: 29860 [12:31:57.053080] Epoch: [390] [ 120/2904] eta: 0:43:59 lr: 0.001348 loss: 0.1751 (0.1866) loss_rec_all: 0.2014 (0.2126) loss_rec_sfr: 0.2601 (0.2726) loss_cl: -0.2784 (-0.2788) time: 0.7490 data: 0.0004 max mem: 29860 [12:32:12.013951] Epoch: [390] [ 140/2904] eta: 0:42:22 lr: 0.001348 loss: 0.1748 (0.1865) loss_rec_all: 0.2009 (0.2125) loss_rec_sfr: 0.2536 (0.2732) loss_cl: -0.2793 (-0.2789) time: 0.7480 data: 0.0005 max mem: 29860 [12:32:26.980318] Epoch: [390] [ 160/2904] eta: 0:41:05 lr: 0.001348 loss: 0.1748 (0.1864) loss_rec_all: 0.2010 (0.2123) loss_rec_sfr: 0.2608 (0.2738) loss_cl: -0.2791 (-0.2789) time: 0.7483 data: 0.0003 max mem: 29860 [12:32:41.940901] Epoch: [390] [ 180/2904] eta: 0:40:02 lr: 0.001348 loss: 0.1742 (0.1864) loss_rec_all: 0.2006 (0.2124) loss_rec_sfr: 0.2392 (0.2734) loss_cl: -0.2791 (-0.2789) time: 0.7480 data: 0.0005 max mem: 29860 [12:32:56.936941] Epoch: [390] [ 200/2904] eta: 0:39:08 lr: 0.001348 loss: 0.1784 (0.1865) loss_rec_all: 0.2045 (0.2125) loss_rec_sfr: 0.2481 (0.2734) loss_cl: -0.2789 (-0.2789) time: 0.7498 data: 0.0004 max mem: 29860 [12:33:11.889946] Epoch: [390] [ 220/2904] eta: 0:38:22 lr: 0.001348 loss: 0.1811 (0.1866) loss_rec_all: 0.2070 (0.2125) loss_rec_sfr: 0.2564 (0.2733) loss_cl: -0.2793 (-0.2789) time: 0.7476 data: 0.0003 max mem: 29860 [12:33:26.882778] Epoch: [390] [ 240/2904] eta: 0:37:41 lr: 0.001348 loss: 0.1778 (0.1864) loss_rec_all: 0.2043 (0.2124) loss_rec_sfr: 0.2479 (0.2731) loss_cl: -0.2791 (-0.2789) time: 0.7496 data: 0.0003 max mem: 29860 [12:33:41.830394] Epoch: [390] [ 260/2904] eta: 0:37:03 lr: 0.001348 loss: 0.1736 (0.1862) loss_rec_all: 0.1998 (0.2121) loss_rec_sfr: 0.2579 (0.2720) loss_cl: -0.2789 (-0.2789) time: 0.7473 data: 0.0005 max mem: 29860 [12:33:56.770658] Epoch: [390] [ 280/2904] eta: 0:36:29 lr: 0.001348 loss: 0.1754 (0.1863) loss_rec_all: 0.2014 (0.2123) loss_rec_sfr: 0.2544 (0.2725) loss_cl: -0.2791 (-0.2789) time: 0.7470 data: 0.0005 max mem: 29860 [12:34:11.685494] Epoch: [390] [ 300/2904] eta: 0:35:57 lr: 0.001348 loss: 0.1797 (0.1866) loss_rec_all: 0.2062 (0.2125) loss_rec_sfr: 0.2567 (0.2733) loss_cl: -0.2793 (-0.2789) time: 0.7457 data: 0.0005 max mem: 29860 [12:34:26.600847] Epoch: [390] [ 320/2904] eta: 0:35:27 lr: 0.001348 loss: 0.1757 (0.1861) loss_rec_all: 0.2016 (0.2121) loss_rec_sfr: 0.2563 (0.2717) loss_cl: -0.2787 (-0.2789) time: 0.7457 data: 0.0003 max mem: 29860 [12:34:41.514993] Epoch: [390] [ 340/2904] eta: 0:34:59 lr: 0.001348 loss: 0.1746 (0.1862) loss_rec_all: 0.2009 (0.2122) loss_rec_sfr: 0.2504 (0.2717) loss_cl: -0.2795 (-0.2789) time: 0.7457 data: 0.0003 max mem: 29860 [12:34:56.423748] Epoch: [390] [ 360/2904] eta: 0:34:32 lr: 0.001348 loss: 0.1699 (0.1856) loss_rec_all: 0.1965 (0.2116) loss_rec_sfr: 0.2551 (0.2707) loss_cl: -0.2793 (-0.2790) time: 0.7454 data: 0.0003 max mem: 29860 [12:35:11.346851] Epoch: [390] [ 380/2904] eta: 0:34:07 lr: 0.001348 loss: 0.1792 (0.1856) loss_rec_all: 0.2053 (0.2116) loss_rec_sfr: 0.2551 (0.2703) loss_cl: -0.2791 (-0.2790) time: 0.7461 data: 0.0003 max mem: 29860 [12:35:26.264500] Epoch: [390] [ 400/2904] eta: 0:33:42 lr: 0.001348 loss: 0.1772 (0.1853) loss_rec_all: 0.2034 (0.2113) loss_rec_sfr: 0.2495 (0.2692) loss_cl: -0.2788 (-0.2790) time: 0.7458 data: 0.0003 max mem: 29860 [12:35:41.176532] Epoch: [390] [ 420/2904] eta: 0:33:19 lr: 0.001348 loss: 0.1759 (0.1856) loss_rec_all: 0.2020 (0.2116) loss_rec_sfr: 0.2588 (0.2702) loss_cl: -0.2789 (-0.2789) time: 0.7456 data: 0.0003 max mem: 29860 [12:35:56.089313] Epoch: [390] [ 440/2904] eta: 0:32:56 lr: 0.001348 loss: 0.1717 (0.1852) loss_rec_all: 0.1982 (0.2112) loss_rec_sfr: 0.2457 (0.2688) loss_cl: -0.2790 (-0.2789) time: 0.7456 data: 0.0004 max mem: 29860 [12:36:11.005033] Epoch: [390] [ 460/2904] eta: 0:32:34 lr: 0.001348 loss: 0.1757 (0.1852) loss_rec_all: 0.2019 (0.2112) loss_rec_sfr: 0.2521 (0.2684) loss_cl: -0.2791 (-0.2789) time: 0.7457 data: 0.0003 max mem: 29860 [12:36:25.919511] Epoch: [390] [ 480/2904] eta: 0:32:13 lr: 0.001348 loss: 0.1756 (0.1852) loss_rec_all: 0.2019 (0.2113) loss_rec_sfr: 0.2579 (0.2683) loss_cl: -0.2794 (-0.2790) time: 0.7457 data: 0.0003 max mem: 29860 [12:36:40.837834] Epoch: [390] [ 500/2904] eta: 0:31:52 lr: 0.001348 loss: 0.1746 (0.1852) loss_rec_all: 0.2012 (0.2112) loss_rec_sfr: 0.2493 (0.2678) loss_cl: -0.2791 (-0.2790) time: 0.7459 data: 0.0003 max mem: 29860 [12:36:55.755367] Epoch: [390] [ 520/2904] eta: 0:31:31 lr: 0.001348 loss: 0.1769 (0.1849) loss_rec_all: 0.2030 (0.2109) loss_rec_sfr: 0.2512 (0.2666) loss_cl: -0.2793 (-0.2790) time: 0.7458 data: 0.0003 max mem: 29860 [12:37:10.678807] Epoch: [390] [ 540/2904] eta: 0:31:11 lr: 0.001348 loss: 0.1741 (0.1848) loss_rec_all: 0.2005 (0.2108) loss_rec_sfr: 0.2552 (0.2664) loss_cl: -0.2794 (-0.2790) time: 0.7461 data: 0.0004 max mem: 29860 [12:37:25.601060] Epoch: [390] [ 560/2904] eta: 0:30:52 lr: 0.001347 loss: 0.1767 (0.1848) loss_rec_all: 0.2029 (0.2109) loss_rec_sfr: 0.2524 (0.2665) loss_cl: -0.2794 (-0.2790) time: 0.7461 data: 0.0003 max mem: 29860 [12:37:40.520059] Epoch: [390] [ 580/2904] eta: 0:30:32 lr: 0.001347 loss: 0.1787 (0.1851) loss_rec_all: 0.2051 (0.2111) loss_rec_sfr: 0.2516 (0.2672) loss_cl: -0.2794 (-0.2790) time: 0.7459 data: 0.0003 max mem: 29860 [12:37:55.441963] Epoch: [390] [ 600/2904] eta: 0:30:13 lr: 0.001347 loss: 0.1739 (0.1850) loss_rec_all: 0.2004 (0.2110) loss_rec_sfr: 0.2495 (0.2668) loss_cl: -0.2790 (-0.2790) time: 0.7460 data: 0.0003 max mem: 29860 [12:38:10.362505] Epoch: [390] [ 620/2904] eta: 0:29:54 lr: 0.001347 loss: 0.1766 (0.1850) loss_rec_all: 0.2031 (0.2110) loss_rec_sfr: 0.2512 (0.2665) loss_cl: -0.2792 (-0.2790) time: 0.7460 data: 0.0003 max mem: 29860 [12:38:25.281959] Epoch: [390] [ 640/2904] eta: 0:29:36 lr: 0.001347 loss: 0.1765 (0.1851) loss_rec_all: 0.2028 (0.2111) loss_rec_sfr: 0.2618 (0.2672) loss_cl: -0.2789 (-0.2790) time: 0.7459 data: 0.0003 max mem: 29860 [12:38:40.211177] Epoch: [390] [ 660/2904] eta: 0:29:18 lr: 0.001347 loss: 0.1718 (0.1852) loss_rec_all: 0.1979 (0.2113) loss_rec_sfr: 0.2533 (0.2680) loss_cl: -0.2787 (-0.2790) time: 0.7464 data: 0.0003 max mem: 29860 [12:38:55.131254] Epoch: [390] [ 680/2904] eta: 0:28:59 lr: 0.001347 loss: 0.1759 (0.1851) loss_rec_all: 0.2023 (0.2112) loss_rec_sfr: 0.2414 (0.2675) loss_cl: -0.2783 (-0.2789) time: 0.7460 data: 0.0003 max mem: 29860 [12:39:10.049656] Epoch: [390] [ 700/2904] eta: 0:28:42 lr: 0.001347 loss: 0.1725 (0.1851) loss_rec_all: 0.1990 (0.2111) loss_rec_sfr: 0.2480 (0.2671) loss_cl: -0.2786 (-0.2789) time: 0.7459 data: 0.0003 max mem: 29860 [12:39:24.973074] Epoch: [390] [ 720/2904] eta: 0:28:24 lr: 0.001347 loss: 0.1778 (0.1850) loss_rec_all: 0.2042 (0.2110) loss_rec_sfr: 0.2525 (0.2667) loss_cl: -0.2798 (-0.2790) time: 0.7461 data: 0.0003 max mem: 29860 [12:39:39.892485] Epoch: [390] [ 740/2904] eta: 0:28:06 lr: 0.001347 loss: 0.1884 (0.1856) loss_rec_all: 0.2145 (0.2116) loss_rec_sfr: 0.2695 (0.2686) loss_cl: -0.2787 (-0.2790) time: 0.7459 data: 0.0003 max mem: 29860 [12:39:54.795065] Epoch: [390] [ 760/2904] eta: 0:27:49 lr: 0.001347 loss: 0.1752 (0.1858) loss_rec_all: 0.2015 (0.2118) loss_rec_sfr: 0.2623 (0.2693) loss_cl: -0.2785 (-0.2789) time: 0.7451 data: 0.0003 max mem: 29860 [12:40:09.714051] Epoch: [390] [ 780/2904] eta: 0:27:31 lr: 0.001347 loss: 0.1764 (0.1858) loss_rec_all: 0.2027 (0.2118) loss_rec_sfr: 0.2164 (0.2689) loss_cl: -0.2784 (-0.2789) time: 0.7459 data: 0.0003 max mem: 29860 [12:40:24.637366] Epoch: [390] [ 800/2904] eta: 0:27:14 lr: 0.001347 loss: 0.1775 (0.1859) loss_rec_all: 0.2039 (0.2119) loss_rec_sfr: 0.2540 (0.2695) loss_cl: -0.2787 (-0.2789) time: 0.7461 data: 0.0003 max mem: 29860 [12:40:39.558856] Epoch: [390] [ 820/2904] eta: 0:26:57 lr: 0.001347 loss: 0.1754 (0.1859) loss_rec_all: 0.2017 (0.2119) loss_rec_sfr: 0.2647 (0.2698) loss_cl: -0.2791 (-0.2789) time: 0.7460 data: 0.0003 max mem: 29860 [12:40:54.482264] Epoch: [390] [ 840/2904] eta: 0:26:40 lr: 0.001347 loss: 0.1733 (0.1857) loss_rec_all: 0.2001 (0.2117) loss_rec_sfr: 0.2025 (0.2686) loss_cl: -0.2792 (-0.2789) time: 0.7461 data: 0.0003 max mem: 29860 [12:41:09.406831] Epoch: [390] [ 860/2904] eta: 0:26:23 lr: 0.001347 loss: 0.1745 (0.1857) loss_rec_all: 0.2009 (0.2117) loss_rec_sfr: 0.2493 (0.2684) loss_cl: -0.2791 (-0.2789) time: 0.7462 data: 0.0003 max mem: 29860 [12:41:24.328403] Epoch: [390] [ 880/2904] eta: 0:26:06 lr: 0.001347 loss: 0.1741 (0.1856) loss_rec_all: 0.2001 (0.2116) loss_rec_sfr: 0.2599 (0.2684) loss_cl: -0.2787 (-0.2789) time: 0.7460 data: 0.0003 max mem: 29860 [12:41:39.254748] Epoch: [390] [ 900/2904] eta: 0:25:50 lr: 0.001347 loss: 0.1766 (0.1856) loss_rec_all: 0.2031 (0.2116) loss_rec_sfr: 0.2158 (0.2679) loss_cl: -0.2791 (-0.2789) time: 0.7463 data: 0.0003 max mem: 29860 [12:41:54.171002] Epoch: [390] [ 920/2904] eta: 0:25:33 lr: 0.001347 loss: 0.1729 (0.1853) loss_rec_all: 0.1992 (0.2113) loss_rec_sfr: 0.2204 (0.2670) loss_cl: -0.2789 (-0.2789) time: 0.7458 data: 0.0003 max mem: 29860 [12:42:09.095961] Epoch: [390] [ 940/2904] eta: 0:25:16 lr: 0.001347 loss: 0.1753 (0.1852) loss_rec_all: 0.2019 (0.2113) loss_rec_sfr: 0.2461 (0.2667) loss_cl: -0.2787 (-0.2789) time: 0.7462 data: 0.0003 max mem: 29860 [12:42:24.019821] Epoch: [390] [ 960/2904] eta: 0:25:00 lr: 0.001347 loss: 0.1782 (0.1854) loss_rec_all: 0.2043 (0.2114) loss_rec_sfr: 0.2508 (0.2670) loss_cl: -0.2788 (-0.2789) time: 0.7461 data: 0.0004 max mem: 29860 [12:42:38.939138] Epoch: [390] [ 980/2904] eta: 0:24:43 lr: 0.001347 loss: 0.1762 (0.1854) loss_rec_all: 0.2028 (0.2114) loss_rec_sfr: 0.2445 (0.2669) loss_cl: -0.2797 (-0.2789) time: 0.7459 data: 0.0003 max mem: 29860 [12:42:53.861071] Epoch: [390] [1000/2904] eta: 0:24:27 lr: 0.001347 loss: 0.1812 (0.1857) loss_rec_all: 0.2076 (0.2117) loss_rec_sfr: 0.2666 (0.2680) loss_cl: -0.2799 (-0.2789) time: 0.7461 data: 0.0003 max mem: 29860 [12:43:08.779119] Epoch: [390] [1020/2904] eta: 0:24:11 lr: 0.001347 loss: 0.1774 (0.1856) loss_rec_all: 0.2035 (0.2116) loss_rec_sfr: 0.2518 (0.2676) loss_cl: -0.2795 (-0.2790) time: 0.7459 data: 0.0003 max mem: 29860 [12:43:23.712536] Epoch: [390] [1040/2904] eta: 0:23:54 lr: 0.001347 loss: 0.1795 (0.1857) loss_rec_all: 0.2054 (0.2118) loss_rec_sfr: 0.2588 (0.2681) loss_cl: -0.2787 (-0.2790) time: 0.7466 data: 0.0003 max mem: 29860 [12:43:38.638503] Epoch: [390] [1060/2904] eta: 0:23:38 lr: 0.001347 loss: 0.1746 (0.1857) loss_rec_all: 0.2008 (0.2117) loss_rec_sfr: 0.2507 (0.2680) loss_cl: -0.2787 (-0.2789) time: 0.7462 data: 0.0004 max mem: 29860 [12:43:53.558107] Epoch: [390] [1080/2904] eta: 0:23:22 lr: 0.001347 loss: 0.1761 (0.1859) loss_rec_all: 0.2024 (0.2119) loss_rec_sfr: 0.2601 (0.2688) loss_cl: -0.2783 (-0.2789) time: 0.7459 data: 0.0003 max mem: 29860 [12:44:08.459046] Epoch: [390] [1100/2904] eta: 0:23:06 lr: 0.001347 loss: 0.1777 (0.1860) loss_rec_all: 0.2038 (0.2120) loss_rec_sfr: 0.2599 (0.2691) loss_cl: -0.2787 (-0.2789) time: 0.7450 data: 0.0003 max mem: 29860 [12:44:23.376438] Epoch: [390] [1120/2904] eta: 0:22:50 lr: 0.001347 loss: 0.1784 (0.1860) loss_rec_all: 0.2043 (0.2120) loss_rec_sfr: 0.2589 (0.2692) loss_cl: -0.2785 (-0.2789) time: 0.7458 data: 0.0003 max mem: 29860 [12:44:38.300132] Epoch: [390] [1140/2904] eta: 0:22:34 lr: 0.001346 loss: 0.1751 (0.1859) loss_rec_all: 0.2015 (0.2119) loss_rec_sfr: 0.2417 (0.2689) loss_cl: -0.2789 (-0.2789) time: 0.7461 data: 0.0003 max mem: 29860 [12:44:53.219549] Epoch: [390] [1160/2904] eta: 0:22:18 lr: 0.001346 loss: 0.1778 (0.1859) loss_rec_all: 0.2041 (0.2119) loss_rec_sfr: 0.2553 (0.2687) loss_cl: -0.2785 (-0.2789) time: 0.7459 data: 0.0003 max mem: 29860 [12:45:08.130965] Epoch: [390] [1180/2904] eta: 0:22:02 lr: 0.001346 loss: 0.1783 (0.1859) loss_rec_all: 0.2049 (0.2119) loss_rec_sfr: 0.2570 (0.2689) loss_cl: -0.2788 (-0.2789) time: 0.7455 data: 0.0003 max mem: 29860 [12:45:23.045451] Epoch: [390] [1200/2904] eta: 0:21:46 lr: 0.001346 loss: 0.1744 (0.1859) loss_rec_all: 0.2005 (0.2119) loss_rec_sfr: 0.2479 (0.2689) loss_cl: -0.2799 (-0.2789) time: 0.7457 data: 0.0003 max mem: 29860 [12:45:37.963411] Epoch: [390] [1220/2904] eta: 0:21:30 lr: 0.001346 loss: 0.1807 (0.1860) loss_rec_all: 0.2069 (0.2120) loss_rec_sfr: 0.2584 (0.2692) loss_cl: -0.2788 (-0.2789) time: 0.7459 data: 0.0003 max mem: 29860 [12:45:52.892648] Epoch: [390] [1240/2904] eta: 0:21:14 lr: 0.001346 loss: 0.1761 (0.1861) loss_rec_all: 0.2021 (0.2121) loss_rec_sfr: 0.2621 (0.2696) loss_cl: -0.2781 (-0.2789) time: 0.7464 data: 0.0003 max mem: 29860 [12:46:07.814566] Epoch: [390] [1260/2904] eta: 0:20:58 lr: 0.001346 loss: 0.1763 (0.1862) loss_rec_all: 0.2030 (0.2122) loss_rec_sfr: 0.2528 (0.2697) loss_cl: -0.2780 (-0.2789) time: 0.7461 data: 0.0004 max mem: 29860 [12:46:22.733416] Epoch: [390] [1280/2904] eta: 0:20:42 lr: 0.001346 loss: 0.1784 (0.1863) loss_rec_all: 0.2047 (0.2123) loss_rec_sfr: 0.2629 (0.2702) loss_cl: -0.2789 (-0.2789) time: 0.7459 data: 0.0003 max mem: 29860 [12:46:37.651375] Epoch: [390] [1300/2904] eta: 0:20:27 lr: 0.001346 loss: 0.1765 (0.1863) loss_rec_all: 0.2025 (0.2123) loss_rec_sfr: 0.2184 (0.2702) loss_cl: -0.2792 (-0.2789) time: 0.7459 data: 0.0003 max mem: 29860 [12:46:52.570562] Epoch: [390] [1320/2904] eta: 0:20:11 lr: 0.001346 loss: 0.1788 (0.1862) loss_rec_all: 0.2054 (0.2122) loss_rec_sfr: 0.2514 (0.2697) loss_cl: -0.2792 (-0.2789) time: 0.7459 data: 0.0003 max mem: 29860 [12:47:07.482514] Epoch: [390] [1340/2904] eta: 0:19:55 lr: 0.001346 loss: 0.1784 (0.1862) loss_rec_all: 0.2045 (0.2122) loss_rec_sfr: 0.2251 (0.2697) loss_cl: -0.2793 (-0.2789) time: 0.7456 data: 0.0004 max mem: 29860 [12:47:22.400585] Epoch: [390] [1360/2904] eta: 0:19:39 lr: 0.001346 loss: 0.1833 (0.1863) loss_rec_all: 0.2093 (0.2123) loss_rec_sfr: 0.2547 (0.2698) loss_cl: -0.2787 (-0.2789) time: 0.7459 data: 0.0004 max mem: 29860 [12:47:37.320038] Epoch: [390] [1380/2904] eta: 0:19:24 lr: 0.001346 loss: 0.1741 (0.1862) loss_rec_all: 0.2009 (0.2122) loss_rec_sfr: 0.2181 (0.2694) loss_cl: -0.2792 (-0.2789) time: 0.7459 data: 0.0003 max mem: 29860 [12:47:52.233314] Epoch: [390] [1400/2904] eta: 0:19:08 lr: 0.001346 loss: 0.1804 (0.1862) loss_rec_all: 0.2066 (0.2122) loss_rec_sfr: 0.2564 (0.2696) loss_cl: -0.2796 (-0.2789) time: 0.7456 data: 0.0003 max mem: 29860 [12:48:07.146973] Epoch: [390] [1420/2904] eta: 0:18:52 lr: 0.001346 loss: 0.1763 (0.1862) loss_rec_all: 0.2023 (0.2122) loss_rec_sfr: 0.2551 (0.2694) loss_cl: -0.2789 (-0.2789) time: 0.7456 data: 0.0003 max mem: 29860 [12:48:22.060841] Epoch: [390] [1440/2904] eta: 0:18:37 lr: 0.001346 loss: 0.1821 (0.1863) loss_rec_all: 0.2081 (0.2123) loss_rec_sfr: 0.2599 (0.2699) loss_cl: -0.2786 (-0.2789) time: 0.7457 data: 0.0003 max mem: 29860 [12:48:36.983994] Epoch: [390] [1460/2904] eta: 0:18:21 lr: 0.001346 loss: 0.1792 (0.1863) loss_rec_all: 0.2053 (0.2123) loss_rec_sfr: 0.2526 (0.2700) loss_cl: -0.2789 (-0.2789) time: 0.7461 data: 0.0003 max mem: 29860 [12:48:51.912181] Epoch: [390] [1480/2904] eta: 0:18:06 lr: 0.001346 loss: 0.1781 (0.1863) loss_rec_all: 0.2042 (0.2123) loss_rec_sfr: 0.2567 (0.2700) loss_cl: -0.2791 (-0.2789) time: 0.7464 data: 0.0004 max mem: 29860 [12:49:06.829799] Epoch: [390] [1500/2904] eta: 0:17:50 lr: 0.001346 loss: 0.1764 (0.1863) loss_rec_all: 0.2021 (0.2123) loss_rec_sfr: 0.2510 (0.2699) loss_cl: -0.2784 (-0.2789) time: 0.7458 data: 0.0003 max mem: 29860 [12:49:21.749717] Epoch: [390] [1520/2904] eta: 0:17:34 lr: 0.001346 loss: 0.1760 (0.1863) loss_rec_all: 0.2021 (0.2123) loss_rec_sfr: 0.2533 (0.2699) loss_cl: -0.2787 (-0.2789) time: 0.7459 data: 0.0003 max mem: 29860 [12:49:36.670326] Epoch: [390] [1540/2904] eta: 0:17:19 lr: 0.001346 loss: 0.1794 (0.1864) loss_rec_all: 0.2060 (0.2124) loss_rec_sfr: 0.2615 (0.2703) loss_cl: -0.2789 (-0.2789) time: 0.7460 data: 0.0003 max mem: 29860 [12:49:51.588507] Epoch: [390] [1560/2904] eta: 0:17:03 lr: 0.001346 loss: 0.1760 (0.1864) loss_rec_all: 0.2027 (0.2124) loss_rec_sfr: 0.2444 (0.2704) loss_cl: -0.2792 (-0.2789) time: 0.7459 data: 0.0003 max mem: 29860 [12:50:06.509957] Epoch: [390] [1580/2904] eta: 0:16:48 lr: 0.001346 loss: 0.1758 (0.1864) loss_rec_all: 0.2018 (0.2124) loss_rec_sfr: 0.2459 (0.2704) loss_cl: -0.2789 (-0.2789) time: 0.7460 data: 0.0003 max mem: 29860 [12:50:21.431719] Epoch: [390] [1600/2904] eta: 0:16:32 lr: 0.001346 loss: 0.1764 (0.1864) loss_rec_all: 0.2026 (0.2124) loss_rec_sfr: 0.2584 (0.2703) loss_cl: -0.2790 (-0.2789) time: 0.7460 data: 0.0003 max mem: 29860 [12:50:36.350493] Epoch: [390] [1620/2904] eta: 0:16:17 lr: 0.001346 loss: 0.1772 (0.1864) loss_rec_all: 0.2034 (0.2124) loss_rec_sfr: 0.2193 (0.2703) loss_cl: -0.2781 (-0.2789) time: 0.7459 data: 0.0003 max mem: 29860 [12:50:51.266562] Epoch: [390] [1640/2904] eta: 0:16:01 lr: 0.001346 loss: 0.1819 (0.1865) loss_rec_all: 0.2083 (0.2125) loss_rec_sfr: 0.2549 (0.2705) loss_cl: -0.2788 (-0.2789) time: 0.7458 data: 0.0003 max mem: 29860 [12:51:06.177602] Epoch: [390] [1660/2904] eta: 0:15:46 lr: 0.001346 loss: 0.1746 (0.1864) loss_rec_all: 0.2010 (0.2124) loss_rec_sfr: 0.2447 (0.2702) loss_cl: -0.2791 (-0.2789) time: 0.7455 data: 0.0003 max mem: 29860 [12:51:21.088581] Epoch: [390] [1680/2904] eta: 0:15:31 lr: 0.001346 loss: 0.1758 (0.1863) loss_rec_all: 0.2018 (0.2123) loss_rec_sfr: 0.2542 (0.2701) loss_cl: -0.2785 (-0.2789) time: 0.7455 data: 0.0003 max mem: 29860 [12:51:36.002570] Epoch: [390] [1700/2904] eta: 0:15:15 lr: 0.001346 loss: 0.1770 (0.1863) loss_rec_all: 0.2033 (0.2123) loss_rec_sfr: 0.2482 (0.2698) loss_cl: -0.2791 (-0.2789) time: 0.7457 data: 0.0003 max mem: 29860 [12:51:50.921070] Epoch: [390] [1720/2904] eta: 0:15:00 lr: 0.001346 loss: 0.1828 (0.1864) loss_rec_all: 0.2090 (0.2124) loss_rec_sfr: 0.2641 (0.2704) loss_cl: -0.2792 (-0.2789) time: 0.7459 data: 0.0003 max mem: 29860 [12:52:05.840160] Epoch: [390] [1740/2904] eta: 0:14:44 lr: 0.001345 loss: 0.1757 (0.1865) loss_rec_all: 0.2020 (0.2125) loss_rec_sfr: 0.2488 (0.2705) loss_cl: -0.2795 (-0.2789) time: 0.7459 data: 0.0003 max mem: 29860 [12:52:20.756097] Epoch: [390] [1760/2904] eta: 0:14:29 lr: 0.001345 loss: 0.1745 (0.1865) loss_rec_all: 0.2009 (0.2125) loss_rec_sfr: 0.2489 (0.2704) loss_cl: -0.2791 (-0.2789) time: 0.7458 data: 0.0003 max mem: 29860 [12:52:35.672640] Epoch: [390] [1780/2904] eta: 0:14:14 lr: 0.001345 loss: 0.1796 (0.1865) loss_rec_all: 0.2055 (0.2125) loss_rec_sfr: 0.2490 (0.2706) loss_cl: -0.2781 (-0.2789) time: 0.7458 data: 0.0003 max mem: 29860 [12:52:50.592314] Epoch: [390] [1800/2904] eta: 0:13:58 lr: 0.001345 loss: 0.1758 (0.1865) loss_rec_all: 0.2017 (0.2125) loss_rec_sfr: 0.2146 (0.2703) loss_cl: -0.2785 (-0.2789) time: 0.7459 data: 0.0003 max mem: 29860 [12:53:05.511776] Epoch: [390] [1820/2904] eta: 0:13:43 lr: 0.001345 loss: 0.1772 (0.1864) loss_rec_all: 0.2035 (0.2124) loss_rec_sfr: 0.2483 (0.2700) loss_cl: -0.2791 (-0.2789) time: 0.7459 data: 0.0003 max mem: 29860 [12:53:20.431025] Epoch: [390] [1840/2904] eta: 0:13:27 lr: 0.001345 loss: 0.1752 (0.1864) loss_rec_all: 0.2018 (0.2124) loss_rec_sfr: 0.2075 (0.2698) loss_cl: -0.2792 (-0.2789) time: 0.7459 data: 0.0003 max mem: 29860 [12:53:35.349489] Epoch: [390] [1860/2904] eta: 0:13:12 lr: 0.001345 loss: 0.1735 (0.1864) loss_rec_all: 0.1997 (0.2124) loss_rec_sfr: 0.2545 (0.2696) loss_cl: -0.2788 (-0.2789) time: 0.7459 data: 0.0004 max mem: 29860 [12:53:50.267778] Epoch: [390] [1880/2904] eta: 0:12:57 lr: 0.001345 loss: 0.1767 (0.1863) loss_rec_all: 0.2032 (0.2123) loss_rec_sfr: 0.2443 (0.2694) loss_cl: -0.2791 (-0.2789) time: 0.7459 data: 0.0003 max mem: 29860 [12:54:05.184467] Epoch: [390] [1900/2904] eta: 0:12:41 lr: 0.001345 loss: 0.1773 (0.1864) loss_rec_all: 0.2033 (0.2124) loss_rec_sfr: 0.2599 (0.2696) loss_cl: -0.2782 (-0.2789) time: 0.7458 data: 0.0003 max mem: 29860 [12:54:20.100222] Epoch: [390] [1920/2904] eta: 0:12:26 lr: 0.001345 loss: 0.1848 (0.1864) loss_rec_all: 0.2109 (0.2124) loss_rec_sfr: 0.2583 (0.2697) loss_cl: -0.2793 (-0.2789) time: 0.7457 data: 0.0004 max mem: 29860 [12:54:35.018989] Epoch: [390] [1940/2904] eta: 0:12:11 lr: 0.001345 loss: 0.1743 (0.1864) loss_rec_all: 0.2004 (0.2124) loss_rec_sfr: 0.2489 (0.2698) loss_cl: -0.2796 (-0.2789) time: 0.7459 data: 0.0003 max mem: 29860 [12:54:49.934789] Epoch: [390] [1960/2904] eta: 0:11:56 lr: 0.001345 loss: 0.1773 (0.1864) loss_rec_all: 0.2040 (0.2124) loss_rec_sfr: 0.2144 (0.2697) loss_cl: -0.2790 (-0.2789) time: 0.7457 data: 0.0004 max mem: 29860 [12:55:04.858389] Epoch: [390] [1980/2904] eta: 0:11:40 lr: 0.001345 loss: 0.1761 (0.1864) loss_rec_all: 0.2022 (0.2124) loss_rec_sfr: 0.2505 (0.2695) loss_cl: -0.2784 (-0.2789) time: 0.7461 data: 0.0003 max mem: 29860 [12:55:19.782285] Epoch: [390] [2000/2904] eta: 0:11:25 lr: 0.001345 loss: 0.1799 (0.1864) loss_rec_all: 0.2064 (0.2124) loss_rec_sfr: 0.2511 (0.2697) loss_cl: -0.2779 (-0.2789) time: 0.7462 data: 0.0003 max mem: 29860 [12:55:34.698222] Epoch: [390] [2020/2904] eta: 0:11:10 lr: 0.001345 loss: 0.1759 (0.1865) loss_rec_all: 0.2018 (0.2125) loss_rec_sfr: 0.2543 (0.2698) loss_cl: -0.2787 (-0.2789) time: 0.7458 data: 0.0003 max mem: 29860 [12:55:49.618426] Epoch: [390] [2040/2904] eta: 0:10:54 lr: 0.001345 loss: 0.1762 (0.1865) loss_rec_all: 0.2024 (0.2125) loss_rec_sfr: 0.2596 (0.2699) loss_cl: -0.2792 (-0.2789) time: 0.7460 data: 0.0003 max mem: 29860 [12:56:04.530295] Epoch: [390] [2060/2904] eta: 0:10:39 lr: 0.001345 loss: 0.1773 (0.1864) loss_rec_all: 0.2037 (0.2124) loss_rec_sfr: 0.2255 (0.2697) loss_cl: -0.2793 (-0.2789) time: 0.7455 data: 0.0003 max mem: 29860 [12:56:19.443656] Epoch: [390] [2080/2904] eta: 0:10:24 lr: 0.001345 loss: 0.1765 (0.1865) loss_rec_all: 0.2028 (0.2125) loss_rec_sfr: 0.2471 (0.2698) loss_cl: -0.2785 (-0.2789) time: 0.7456 data: 0.0003 max mem: 29860 [12:56:34.359676] Epoch: [390] [2100/2904] eta: 0:10:09 lr: 0.001345 loss: 0.1761 (0.1865) loss_rec_all: 0.2026 (0.2125) loss_rec_sfr: 0.2565 (0.2699) loss_cl: -0.2789 (-0.2789) time: 0.7458 data: 0.0003 max mem: 29860 [12:56:49.274783] Epoch: [390] [2120/2904] eta: 0:09:53 lr: 0.001345 loss: 0.1770 (0.1865) loss_rec_all: 0.2036 (0.2125) loss_rec_sfr: 0.2535 (0.2700) loss_cl: -0.2789 (-0.2789) time: 0.7457 data: 0.0003 max mem: 29860 [12:57:04.190801] Epoch: [390] [2140/2904] eta: 0:09:38 lr: 0.001345 loss: 0.1783 (0.1866) loss_rec_all: 0.2042 (0.2126) loss_rec_sfr: 0.2617 (0.2703) loss_cl: -0.2786 (-0.2789) time: 0.7457 data: 0.0003 max mem: 29860 [12:57:19.106035] Epoch: [390] [2160/2904] eta: 0:09:23 lr: 0.001345 loss: 0.1742 (0.1866) loss_rec_all: 0.2009 (0.2126) loss_rec_sfr: 0.2453 (0.2703) loss_cl: -0.2789 (-0.2789) time: 0.7457 data: 0.0004 max mem: 29860 [12:57:34.024006] Epoch: [390] [2180/2904] eta: 0:09:08 lr: 0.001345 loss: 0.1766 (0.1866) loss_rec_all: 0.2031 (0.2126) loss_rec_sfr: 0.2546 (0.2703) loss_cl: -0.2785 (-0.2789) time: 0.7459 data: 0.0003 max mem: 29860 [12:57:48.941706] Epoch: [390] [2200/2904] eta: 0:08:53 lr: 0.001345 loss: 0.1739 (0.1866) loss_rec_all: 0.2001 (0.2126) loss_rec_sfr: 0.2233 (0.2700) loss_cl: -0.2795 (-0.2789) time: 0.7458 data: 0.0003 max mem: 29860 [12:58:03.854616] Epoch: [390] [2220/2904] eta: 0:08:37 lr: 0.001345 loss: 0.1806 (0.1866) loss_rec_all: 0.2070 (0.2126) loss_rec_sfr: 0.2504 (0.2699) loss_cl: -0.2796 (-0.2789) time: 0.7456 data: 0.0003 max mem: 29860 [12:58:18.775503] Epoch: [390] [2240/2904] eta: 0:08:22 lr: 0.001345 loss: 0.1731 (0.1866) loss_rec_all: 0.1992 (0.2126) loss_rec_sfr: 0.2504 (0.2699) loss_cl: -0.2782 (-0.2789) time: 0.7460 data: 0.0003 max mem: 29860 [12:58:33.697001] Epoch: [390] [2260/2904] eta: 0:08:07 lr: 0.001345 loss: 0.1783 (0.1866) loss_rec_all: 0.2047 (0.2126) loss_rec_sfr: 0.2564 (0.2700) loss_cl: -0.2790 (-0.2789) time: 0.7460 data: 0.0003 max mem: 29860 [12:58:48.619339] Epoch: [390] [2280/2904] eta: 0:07:52 lr: 0.001345 loss: 0.1774 (0.1866) loss_rec_all: 0.2038 (0.2126) loss_rec_sfr: 0.2521 (0.2700) loss_cl: -0.2787 (-0.2789) time: 0.7461 data: 0.0003 max mem: 29860 [12:59:03.546893] Epoch: [390] [2300/2904] eta: 0:07:37 lr: 0.001345 loss: 0.1756 (0.1865) loss_rec_all: 0.2018 (0.2125) loss_rec_sfr: 0.2112 (0.2697) loss_cl: -0.2798 (-0.2789) time: 0.7463 data: 0.0003 max mem: 29860 [12:59:18.472463] Epoch: [390] [2320/2904] eta: 0:07:21 lr: 0.001344 loss: 0.1767 (0.1866) loss_rec_all: 0.2027 (0.2126) loss_rec_sfr: 0.2621 (0.2699) loss_cl: -0.2792 (-0.2789) time: 0.7462 data: 0.0003 max mem: 29860 [12:59:33.394280] Epoch: [390] [2340/2904] eta: 0:07:06 lr: 0.001344 loss: 0.1789 (0.1866) loss_rec_all: 0.2049 (0.2126) loss_rec_sfr: 0.2600 (0.2700) loss_cl: -0.2783 (-0.2789) time: 0.7460 data: 0.0003 max mem: 29860 [12:59:48.316734] Epoch: [390] [2360/2904] eta: 0:06:51 lr: 0.001344 loss: 0.1753 (0.1866) loss_rec_all: 0.2015 (0.2126) loss_rec_sfr: 0.2543 (0.2700) loss_cl: -0.2788 (-0.2789) time: 0.7461 data: 0.0004 max mem: 29860 [13:00:03.236751] Epoch: [390] [2380/2904] eta: 0:06:36 lr: 0.001344 loss: 0.1741 (0.1866) loss_rec_all: 0.2001 (0.2126) loss_rec_sfr: 0.2588 (0.2701) loss_cl: -0.2789 (-0.2789) time: 0.7460 data: 0.0003 max mem: 29860 [13:00:18.165683] Epoch: [390] [2400/2904] eta: 0:06:21 lr: 0.001344 loss: 0.1775 (0.1866) loss_rec_all: 0.2040 (0.2126) loss_rec_sfr: 0.2543 (0.2703) loss_cl: -0.2784 (-0.2789) time: 0.7464 data: 0.0003 max mem: 29860 [13:00:33.082965] Epoch: [390] [2420/2904] eta: 0:06:05 lr: 0.001344 loss: 0.1778 (0.1866) loss_rec_all: 0.2040 (0.2126) loss_rec_sfr: 0.2457 (0.2703) loss_cl: -0.2782 (-0.2789) time: 0.7458 data: 0.0003 max mem: 29860 [13:00:48.003771] Epoch: [390] [2440/2904] eta: 0:05:50 lr: 0.001344 loss: 0.1798 (0.1866) loss_rec_all: 0.2056 (0.2126) loss_rec_sfr: 0.2554 (0.2703) loss_cl: -0.2785 (-0.2789) time: 0.7460 data: 0.0003 max mem: 29860 [13:01:02.927451] Epoch: [390] [2460/2904] eta: 0:05:35 lr: 0.001344 loss: 0.1743 (0.1865) loss_rec_all: 0.2007 (0.2125) loss_rec_sfr: 0.2163 (0.2699) loss_cl: -0.2796 (-0.2789) time: 0.7461 data: 0.0003 max mem: 29860 [13:01:17.848818] Epoch: [390] [2480/2904] eta: 0:05:20 lr: 0.001344 loss: 0.1825 (0.1865) loss_rec_all: 0.2088 (0.2125) loss_rec_sfr: 0.2576 (0.2698) loss_cl: -0.2803 (-0.2789) time: 0.7460 data: 0.0003 max mem: 29860 [13:01:32.773793] Epoch: [390] [2500/2904] eta: 0:05:05 lr: 0.001344 loss: 0.1750 (0.1865) loss_rec_all: 0.2015 (0.2125) loss_rec_sfr: 0.2518 (0.2697) loss_cl: -0.2789 (-0.2789) time: 0.7462 data: 0.0003 max mem: 29860 [13:01:47.698389] Epoch: [390] [2520/2904] eta: 0:04:50 lr: 0.001344 loss: 0.1749 (0.1865) loss_rec_all: 0.2013 (0.2125) loss_rec_sfr: 0.2485 (0.2697) loss_cl: -0.2792 (-0.2789) time: 0.7462 data: 0.0003 max mem: 29860 [13:02:02.625406] Epoch: [390] [2540/2904] eta: 0:04:35 lr: 0.001344 loss: 0.1770 (0.1864) loss_rec_all: 0.2029 (0.2124) loss_rec_sfr: 0.2506 (0.2696) loss_cl: -0.2784 (-0.2789) time: 0.7463 data: 0.0003 max mem: 29860 [13:02:17.551608] Epoch: [390] [2560/2904] eta: 0:04:19 lr: 0.001344 loss: 0.1769 (0.1865) loss_rec_all: 0.2032 (0.2125) loss_rec_sfr: 0.2598 (0.2698) loss_cl: -0.2785 (-0.2789) time: 0.7463 data: 0.0003 max mem: 29860 [13:02:32.477969] Epoch: [390] [2580/2904] eta: 0:04:04 lr: 0.001344 loss: 0.1791 (0.1865) loss_rec_all: 0.2054 (0.2125) loss_rec_sfr: 0.2521 (0.2697) loss_cl: -0.2788 (-0.2789) time: 0.7463 data: 0.0003 max mem: 29860 [13:02:47.402055] Epoch: [390] [2600/2904] eta: 0:03:49 lr: 0.001344 loss: 0.1757 (0.1864) loss_rec_all: 0.2019 (0.2124) loss_rec_sfr: 0.2371 (0.2695) loss_cl: -0.2790 (-0.2789) time: 0.7462 data: 0.0003 max mem: 29860 [13:03:02.328170] Epoch: [390] [2620/2904] eta: 0:03:34 lr: 0.001344 loss: 0.1770 (0.1865) loss_rec_all: 0.2031 (0.2125) loss_rec_sfr: 0.2591 (0.2696) loss_cl: -0.2789 (-0.2789) time: 0.7463 data: 0.0003 max mem: 29860 [13:03:17.257455] Epoch: [390] [2640/2904] eta: 0:03:19 lr: 0.001344 loss: 0.1808 (0.1865) loss_rec_all: 0.2069 (0.2125) loss_rec_sfr: 0.2588 (0.2698) loss_cl: -0.2788 (-0.2789) time: 0.7464 data: 0.0003 max mem: 29860 [13:03:32.186834] Epoch: [390] [2660/2904] eta: 0:03:04 lr: 0.001344 loss: 0.1790 (0.1866) loss_rec_all: 0.2049 (0.2125) loss_rec_sfr: 0.2541 (0.2699) loss_cl: -0.2792 (-0.2789) time: 0.7464 data: 0.0003 max mem: 29860 [13:03:47.108545] Epoch: [390] [2680/2904] eta: 0:02:49 lr: 0.001344 loss: 0.1750 (0.1866) loss_rec_all: 0.2010 (0.2126) loss_rec_sfr: 0.2573 (0.2700) loss_cl: -0.2783 (-0.2789) time: 0.7460 data: 0.0003 max mem: 29860 [13:04:02.027445] Epoch: [390] [2700/2904] eta: 0:02:34 lr: 0.001344 loss: 0.1744 (0.1865) loss_rec_all: 0.2003 (0.2125) loss_rec_sfr: 0.2517 (0.2699) loss_cl: -0.2786 (-0.2789) time: 0.7459 data: 0.0003 max mem: 29860 [13:04:16.939875] Epoch: [390] [2720/2904] eta: 0:02:18 lr: 0.001344 loss: 0.1759 (0.1865) loss_rec_all: 0.2020 (0.2125) loss_rec_sfr: 0.2582 (0.2698) loss_cl: -0.2787 (-0.2789) time: 0.7456 data: 0.0003 max mem: 29860 [13:04:31.861493] Epoch: [390] [2740/2904] eta: 0:02:03 lr: 0.001344 loss: 0.1759 (0.1865) loss_rec_all: 0.2021 (0.2125) loss_rec_sfr: 0.2587 (0.2698) loss_cl: -0.2793 (-0.2789) time: 0.7460 data: 0.0003 max mem: 29860 [13:04:46.784336] Epoch: [390] [2760/2904] eta: 0:01:48 lr: 0.001344 loss: 0.1768 (0.1864) loss_rec_all: 0.2031 (0.2124) loss_rec_sfr: 0.2496 (0.2697) loss_cl: -0.2797 (-0.2789) time: 0.7461 data: 0.0003 max mem: 29860 [13:05:01.709362] Epoch: [390] [2780/2904] eta: 0:01:33 lr: 0.001344 loss: 0.1762 (0.1865) loss_rec_all: 0.2027 (0.2125) loss_rec_sfr: 0.2562 (0.2698) loss_cl: -0.2793 (-0.2789) time: 0.7462 data: 0.0003 max mem: 29860 [13:05:16.639910] Epoch: [390] [2800/2904] eta: 0:01:18 lr: 0.001344 loss: 0.1761 (0.1865) loss_rec_all: 0.2027 (0.2125) loss_rec_sfr: 0.2535 (0.2699) loss_cl: -0.2790 (-0.2789) time: 0.7465 data: 0.0003 max mem: 29860 [13:05:31.569716] Epoch: [390] [2820/2904] eta: 0:01:03 lr: 0.001344 loss: 0.1778 (0.1865) loss_rec_all: 0.2042 (0.2125) loss_rec_sfr: 0.2552 (0.2699) loss_cl: -0.2785 (-0.2789) time: 0.7464 data: 0.0003 max mem: 29860 [13:05:46.541032] Epoch: [390] [2840/2904] eta: 0:00:48 lr: 0.001344 loss: 0.1767 (0.1865) loss_rec_all: 0.2028 (0.2125) loss_rec_sfr: 0.2501 (0.2698) loss_cl: -0.2786 (-0.2789) time: 0.7485 data: 0.0031 max mem: 29860 [13:06:01.449344] Epoch: [390] [2860/2904] eta: 0:00:33 lr: 0.001344 loss: 0.1749 (0.1864) loss_rec_all: 0.2008 (0.2124) loss_rec_sfr: 0.2455 (0.2696) loss_cl: -0.2793 (-0.2789) time: 0.7454 data: 0.0001 max mem: 29860 [13:06:16.358667] Epoch: [390] [2880/2904] eta: 0:00:18 lr: 0.001344 loss: 0.1784 (0.1865) loss_rec_all: 0.2049 (0.2125) loss_rec_sfr: 0.2492 (0.2698) loss_cl: -0.2788 (-0.2789) time: 0.7454 data: 0.0001 max mem: 29860 [13:06:31.268077] Epoch: [390] [2900/2904] eta: 0:00:03 lr: 0.001344 loss: 0.1743 (0.1864) loss_rec_all: 0.2004 (0.2124) loss_rec_sfr: 0.2518 (0.2696) loss_cl: -0.2789 (-0.2789) time: 0.7454 data: 0.0001 max mem: 29860 [13:06:33.510276] Epoch: [390] [2903/2904] eta: 0:00:00 lr: 0.001344 loss: 0.1749 (0.1864) loss_rec_all: 0.2009 (0.2124) loss_rec_sfr: 0.2547 (0.2697) loss_cl: -0.2789 (-0.2789) time: 0.7454 data: 0.0001 max mem: 29860 [13:06:35.706804] Epoch: [390] Total time: 0:36:33 (0.7553 s / it) [13:06:35.710044] Averaged stats: lr: 0.001344 loss: 0.1749 (0.1891) loss_rec_all: 0.2009 (0.2127) loss_rec_sfr: 0.2547 (0.2718) loss_cl: -0.2789 (-0.2557) [13:06:35.717160] log_dir: ./checkpoint/VF2_ViT-B [13:06:51.774859] Epoch: [391] [ 0/2904] eta: 12:57:08 lr: 0.001344 loss: 0.1715 (0.1715) loss_rec_all: 0.1980 (0.1980) loss_rec_sfr: 0.2128 (0.2128) loss_cl: -0.2799 (-0.2799) time: 16.0566 data: 14.0948 max mem: 29860 [13:07:09.112522] Epoch: [391] [ 20/2904] eta: 1:16:25 lr: 0.001343 loss: 0.1734 (0.1853) loss_rec_all: 0.1995 (0.2113) loss_rec_sfr: 0.2454 (0.2672) loss_cl: -0.2788 (-0.2789) time: 0.8668 data: 0.0003 max mem: 29860 [13:07:24.049424] Epoch: [391] [ 40/2904] eta: 0:56:15 lr: 0.001343 loss: 0.1739 (0.1849) loss_rec_all: 0.2001 (0.2110) loss_rec_sfr: 0.2505 (0.2648) loss_cl: -0.2784 (-0.2787) time: 0.7468 data: 0.0003 max mem: 29860 [13:07:38.996348] Epoch: [391] [ 60/2904] eta: 0:49:10 lr: 0.001343 loss: 0.1781 (0.1860) loss_rec_all: 0.2043 (0.2120) loss_rec_sfr: 0.2555 (0.2692) loss_cl: -0.2782 (-0.2785) time: 0.7473 data: 0.0003 max mem: 29860 [13:07:53.952527] Epoch: [391] [ 80/2904] eta: 0:45:27 lr: 0.001343 loss: 0.1778 (0.1865) loss_rec_all: 0.2041 (0.2125) loss_rec_sfr: 0.2548 (0.2727) loss_cl: -0.2792 (-0.2786) time: 0.7478 data: 0.0003 max mem: 29860 [13:08:08.923912] Epoch: [391] [ 100/2904] eta: 0:43:07 lr: 0.001343 loss: 0.1763 (0.1873) loss_rec_all: 0.2023 (0.2133) loss_rec_sfr: 0.2591 (0.2754) loss_cl: -0.2792 (-0.2788) time: 0.7485 data: 0.0004 max mem: 29860 [13:08:23.892479] Epoch: [391] [ 120/2904] eta: 0:41:28 lr: 0.001343 loss: 0.1784 (0.1873) loss_rec_all: 0.2045 (0.2132) loss_rec_sfr: 0.2613 (0.2763) loss_cl: -0.2785 (-0.2787) time: 0.7484 data: 0.0003 max mem: 29860 [13:08:38.865733] Epoch: [391] [ 140/2904] eta: 0:40:13 lr: 0.001343 loss: 0.1747 (0.1865) loss_rec_all: 0.2010 (0.2125) loss_rec_sfr: 0.2530 (0.2734) loss_cl: -0.2785 (-0.2787) time: 0.7486 data: 0.0003 max mem: 29860 [13:08:53.820411] Epoch: [391] [ 160/2904] eta: 0:39:13 lr: 0.001343 loss: 0.1755 (0.1861) loss_rec_all: 0.2019 (0.2121) loss_rec_sfr: 0.2504 (0.2719) loss_cl: -0.2790 (-0.2787) time: 0.7477 data: 0.0003 max mem: 29860 [13:09:08.802286] Epoch: [391] [ 180/2904] eta: 0:38:23 lr: 0.001343 loss: 0.1765 (0.1865) loss_rec_all: 0.2026 (0.2125) loss_rec_sfr: 0.2509 (0.2725) loss_cl: -0.2790 (-0.2788) time: 0.7490 data: 0.0003 max mem: 29860 [13:09:23.760072] Epoch: [391] [ 200/2904] eta: 0:37:40 lr: 0.001343 loss: 0.1743 (0.1857) loss_rec_all: 0.2005 (0.2117) loss_rec_sfr: 0.2504 (0.2702) loss_cl: -0.2796 (-0.2788) time: 0.7478 data: 0.0003 max mem: 29860 [13:09:38.748038] Epoch: [391] [ 220/2904] eta: 0:37:02 lr: 0.001343 loss: 0.1783 (0.1855) loss_rec_all: 0.2048 (0.2115) loss_rec_sfr: 0.2517 (0.2691) loss_cl: -0.2789 (-0.2788) time: 0.7493 data: 0.0003 max mem: 29860 [13:09:53.696900] Epoch: [391] [ 240/2904] eta: 0:36:28 lr: 0.001343 loss: 0.1755 (0.1856) loss_rec_all: 0.2016 (0.2116) loss_rec_sfr: 0.2488 (0.2695) loss_cl: -0.2794 (-0.2788) time: 0.7474 data: 0.0003 max mem: 29860 [13:10:08.652494] Epoch: [391] [ 260/2904] eta: 0:35:56 lr: 0.001343 loss: 0.1778 (0.1853) loss_rec_all: 0.2040 (0.2113) loss_rec_sfr: 0.2544 (0.2676) loss_cl: -0.2792 (-0.2789) time: 0.7477 data: 0.0003 max mem: 29860 [13:10:23.599571] Epoch: [391] [ 280/2904] eta: 0:35:27 lr: 0.001343 loss: 0.1742 (0.1852) loss_rec_all: 0.2006 (0.2112) loss_rec_sfr: 0.2219 (0.2664) loss_cl: -0.2788 (-0.2789) time: 0.7473 data: 0.0003 max mem: 29860 [13:10:38.531962] Epoch: [391] [ 300/2904] eta: 0:35:00 lr: 0.001343 loss: 0.1749 (0.1858) loss_rec_all: 0.2017 (0.2118) loss_rec_sfr: 0.2527 (0.2680) loss_cl: -0.2795 (-0.2788) time: 0.7466 data: 0.0002 max mem: 29860 [13:10:53.446938] Epoch: [391] [ 320/2904] eta: 0:34:34 lr: 0.001343 loss: 0.1734 (0.1859) loss_rec_all: 0.1994 (0.2119) loss_rec_sfr: 0.2085 (0.2679) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [13:11:08.357605] Epoch: [391] [ 340/2904] eta: 0:34:09 lr: 0.001343 loss: 0.1810 (0.1861) loss_rec_all: 0.2071 (0.2121) loss_rec_sfr: 0.2560 (0.2687) loss_cl: -0.2793 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [13:11:23.274445] Epoch: [391] [ 360/2904] eta: 0:33:46 lr: 0.001343 loss: 0.1737 (0.1857) loss_rec_all: 0.2003 (0.2117) loss_rec_sfr: 0.2194 (0.2671) loss_cl: -0.2797 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [13:11:38.194895] Epoch: [391] [ 380/2904] eta: 0:33:23 lr: 0.001343 loss: 0.1790 (0.1863) loss_rec_all: 0.2051 (0.2123) loss_rec_sfr: 0.2569 (0.2690) loss_cl: -0.2787 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [13:11:53.113134] Epoch: [391] [ 400/2904] eta: 0:33:01 lr: 0.001343 loss: 0.1748 (0.1859) loss_rec_all: 0.2006 (0.2119) loss_rec_sfr: 0.2531 (0.2678) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [13:12:08.026226] Epoch: [391] [ 420/2904] eta: 0:32:40 lr: 0.001343 loss: 0.1732 (0.1860) loss_rec_all: 0.1996 (0.2120) loss_rec_sfr: 0.2482 (0.2683) loss_cl: -0.2792 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [13:12:22.944850] Epoch: [391] [ 440/2904] eta: 0:32:19 lr: 0.001343 loss: 0.1762 (0.1857) loss_rec_all: 0.2025 (0.2117) loss_rec_sfr: 0.2209 (0.2668) loss_cl: -0.2789 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [13:12:37.861234] Epoch: [391] [ 460/2904] eta: 0:31:59 lr: 0.001343 loss: 0.1745 (0.1854) loss_rec_all: 0.2005 (0.2115) loss_rec_sfr: 0.2509 (0.2661) loss_cl: -0.2791 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [13:12:52.776455] Epoch: [391] [ 480/2904] eta: 0:31:40 lr: 0.001343 loss: 0.1756 (0.1855) loss_rec_all: 0.2018 (0.2115) loss_rec_sfr: 0.2512 (0.2661) loss_cl: -0.2792 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [13:13:07.697314] Epoch: [391] [ 500/2904] eta: 0:31:20 lr: 0.001343 loss: 0.1784 (0.1854) loss_rec_all: 0.2049 (0.2114) loss_rec_sfr: 0.2602 (0.2664) loss_cl: -0.2788 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [13:13:22.617187] Epoch: [391] [ 520/2904] eta: 0:31:01 lr: 0.001343 loss: 0.1887 (0.1861) loss_rec_all: 0.2148 (0.2121) loss_rec_sfr: 0.2620 (0.2686) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [13:13:37.538091] Epoch: [391] [ 540/2904] eta: 0:30:43 lr: 0.001343 loss: 0.1757 (0.1864) loss_rec_all: 0.2019 (0.2124) loss_rec_sfr: 0.2533 (0.2695) loss_cl: -0.2796 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [13:13:52.461370] Epoch: [391] [ 560/2904] eta: 0:30:24 lr: 0.001343 loss: 0.1776 (0.1864) loss_rec_all: 0.2040 (0.2124) loss_rec_sfr: 0.2402 (0.2694) loss_cl: -0.2791 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [13:14:07.397485] Epoch: [391] [ 580/2904] eta: 0:30:06 lr: 0.001343 loss: 0.1841 (0.1870) loss_rec_all: 0.2103 (0.2129) loss_rec_sfr: 0.2666 (0.2717) loss_cl: -0.2790 (-0.2789) time: 0.7468 data: 0.0002 max mem: 29860 [13:14:22.325960] Epoch: [391] [ 600/2904] eta: 0:29:48 lr: 0.001342 loss: 0.1765 (0.1870) loss_rec_all: 0.2025 (0.2130) loss_rec_sfr: 0.2560 (0.2717) loss_cl: -0.2787 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [13:14:37.245365] Epoch: [391] [ 620/2904] eta: 0:29:30 lr: 0.001342 loss: 0.1800 (0.1871) loss_rec_all: 0.2060 (0.2131) loss_rec_sfr: 0.2533 (0.2723) loss_cl: -0.2790 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [13:14:52.155549] Epoch: [391] [ 640/2904] eta: 0:29:13 lr: 0.001342 loss: 0.1729 (0.1869) loss_rec_all: 0.1989 (0.2129) loss_rec_sfr: 0.2479 (0.2717) loss_cl: -0.2783 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [13:15:07.069683] Epoch: [391] [ 660/2904] eta: 0:28:55 lr: 0.001342 loss: 0.1797 (0.1871) loss_rec_all: 0.2061 (0.2130) loss_rec_sfr: 0.2566 (0.2724) loss_cl: -0.2794 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [13:15:21.985158] Epoch: [391] [ 680/2904] eta: 0:28:38 lr: 0.001342 loss: 0.1732 (0.1869) loss_rec_all: 0.1994 (0.2129) loss_rec_sfr: 0.2576 (0.2721) loss_cl: -0.2795 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [13:15:36.901585] Epoch: [391] [ 700/2904] eta: 0:28:21 lr: 0.001342 loss: 0.1760 (0.1866) loss_rec_all: 0.2019 (0.2126) loss_rec_sfr: 0.2147 (0.2707) loss_cl: -0.2782 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [13:15:51.821201] Epoch: [391] [ 720/2904] eta: 0:28:04 lr: 0.001342 loss: 0.1788 (0.1867) loss_rec_all: 0.2046 (0.2127) loss_rec_sfr: 0.2568 (0.2709) loss_cl: -0.2777 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [13:16:06.740594] Epoch: [391] [ 740/2904] eta: 0:27:47 lr: 0.001342 loss: 0.1752 (0.1866) loss_rec_all: 0.2014 (0.2126) loss_rec_sfr: 0.2451 (0.2705) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [13:16:21.655006] Epoch: [391] [ 760/2904] eta: 0:27:30 lr: 0.001342 loss: 0.1756 (0.1867) loss_rec_all: 0.2018 (0.2127) loss_rec_sfr: 0.2501 (0.2707) loss_cl: -0.2795 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [13:16:36.570089] Epoch: [391] [ 780/2904] eta: 0:27:13 lr: 0.001342 loss: 0.1763 (0.1867) loss_rec_all: 0.2025 (0.2127) loss_rec_sfr: 0.2623 (0.2710) loss_cl: -0.2799 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [13:16:51.487348] Epoch: [391] [ 800/2904] eta: 0:26:57 lr: 0.001342 loss: 0.1749 (0.1867) loss_rec_all: 0.2011 (0.2127) loss_rec_sfr: 0.2538 (0.2712) loss_cl: -0.2792 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [13:17:06.400848] Epoch: [391] [ 820/2904] eta: 0:26:40 lr: 0.001342 loss: 0.1836 (0.1869) loss_rec_all: 0.2097 (0.2129) loss_rec_sfr: 0.2576 (0.2717) loss_cl: -0.2783 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [13:17:21.321788] Epoch: [391] [ 840/2904] eta: 0:26:24 lr: 0.001342 loss: 0.1801 (0.1870) loss_rec_all: 0.2064 (0.2129) loss_rec_sfr: 0.2569 (0.2719) loss_cl: -0.2783 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [13:17:36.239165] Epoch: [391] [ 860/2904] eta: 0:26:07 lr: 0.001342 loss: 0.1769 (0.1870) loss_rec_all: 0.2034 (0.2130) loss_rec_sfr: 0.2580 (0.2723) loss_cl: -0.2795 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [13:17:51.158004] Epoch: [391] [ 880/2904] eta: 0:25:51 lr: 0.001342 loss: 0.1792 (0.1873) loss_rec_all: 0.2051 (0.2133) loss_rec_sfr: 0.2639 (0.2732) loss_cl: -0.2783 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [13:18:06.074118] Epoch: [391] [ 900/2904] eta: 0:25:35 lr: 0.001342 loss: 0.1752 (0.1872) loss_rec_all: 0.2011 (0.2132) loss_rec_sfr: 0.2635 (0.2732) loss_cl: -0.2783 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [13:18:20.984809] Epoch: [391] [ 920/2904] eta: 0:25:19 lr: 0.001342 loss: 0.1784 (0.1872) loss_rec_all: 0.2044 (0.2131) loss_rec_sfr: 0.2552 (0.2729) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [13:18:35.897261] Epoch: [391] [ 940/2904] eta: 0:25:03 lr: 0.001342 loss: 0.1787 (0.1872) loss_rec_all: 0.2050 (0.2131) loss_rec_sfr: 0.2556 (0.2729) loss_cl: -0.2798 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [13:18:50.809581] Epoch: [391] [ 960/2904] eta: 0:24:46 lr: 0.001342 loss: 0.1777 (0.1873) loss_rec_all: 0.2038 (0.2132) loss_rec_sfr: 0.2560 (0.2732) loss_cl: -0.2791 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [13:19:05.727905] Epoch: [391] [ 980/2904] eta: 0:24:30 lr: 0.001342 loss: 0.1776 (0.1874) loss_rec_all: 0.2039 (0.2133) loss_rec_sfr: 0.2488 (0.2736) loss_cl: -0.2786 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [13:19:20.647005] Epoch: [391] [1000/2904] eta: 0:24:14 lr: 0.001342 loss: 0.1811 (0.1875) loss_rec_all: 0.2070 (0.2134) loss_rec_sfr: 0.2598 (0.2741) loss_cl: -0.2786 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [13:19:35.569945] Epoch: [391] [1020/2904] eta: 0:23:58 lr: 0.001342 loss: 0.1812 (0.1876) loss_rec_all: 0.2070 (0.2135) loss_rec_sfr: 0.2602 (0.2745) loss_cl: -0.2787 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [13:19:50.490833] Epoch: [391] [1040/2904] eta: 0:23:43 lr: 0.001342 loss: 0.1768 (0.1876) loss_rec_all: 0.2032 (0.2135) loss_rec_sfr: 0.2486 (0.2745) loss_cl: -0.2789 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [13:20:05.408002] Epoch: [391] [1060/2904] eta: 0:23:27 lr: 0.001342 loss: 0.1798 (0.1875) loss_rec_all: 0.2061 (0.2135) loss_rec_sfr: 0.2573 (0.2741) loss_cl: -0.2794 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [13:20:20.319640] Epoch: [391] [1080/2904] eta: 0:23:11 lr: 0.001342 loss: 0.1744 (0.1874) loss_rec_all: 0.2010 (0.2134) loss_rec_sfr: 0.2576 (0.2738) loss_cl: -0.2788 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [13:20:35.233639] Epoch: [391] [1100/2904] eta: 0:22:55 lr: 0.001342 loss: 0.1758 (0.1875) loss_rec_all: 0.2021 (0.2134) loss_rec_sfr: 0.2575 (0.2741) loss_cl: -0.2782 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [13:20:50.151722] Epoch: [391] [1120/2904] eta: 0:22:39 lr: 0.001342 loss: 0.1727 (0.1874) loss_rec_all: 0.1994 (0.2133) loss_rec_sfr: 0.2109 (0.2736) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [13:21:05.061789] Epoch: [391] [1140/2904] eta: 0:22:23 lr: 0.001342 loss: 0.1787 (0.1874) loss_rec_all: 0.2046 (0.2134) loss_rec_sfr: 0.2594 (0.2738) loss_cl: -0.2788 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [13:21:19.975701] Epoch: [391] [1160/2904] eta: 0:22:08 lr: 0.001342 loss: 0.1777 (0.1875) loss_rec_all: 0.2039 (0.2135) loss_rec_sfr: 0.2382 (0.2740) loss_cl: -0.2798 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [13:21:34.895636] Epoch: [391] [1180/2904] eta: 0:21:52 lr: 0.001342 loss: 0.1765 (0.1876) loss_rec_all: 0.2025 (0.2136) loss_rec_sfr: 0.2598 (0.2742) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [13:21:49.810998] Epoch: [391] [1200/2904] eta: 0:21:36 lr: 0.001341 loss: 0.1774 (0.1875) loss_rec_all: 0.2038 (0.2135) loss_rec_sfr: 0.2594 (0.2737) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [13:22:04.723564] Epoch: [391] [1220/2904] eta: 0:21:21 lr: 0.001341 loss: 0.1767 (0.1875) loss_rec_all: 0.2027 (0.2135) loss_rec_sfr: 0.2500 (0.2738) loss_cl: -0.2784 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [13:22:19.638347] Epoch: [391] [1240/2904] eta: 0:21:05 lr: 0.001341 loss: 0.1791 (0.1875) loss_rec_all: 0.2056 (0.2135) loss_rec_sfr: 0.2509 (0.2737) loss_cl: -0.2788 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [13:22:34.549994] Epoch: [391] [1260/2904] eta: 0:20:49 lr: 0.001341 loss: 0.1769 (0.1874) loss_rec_all: 0.2031 (0.2134) loss_rec_sfr: 0.2544 (0.2735) loss_cl: -0.2792 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [13:22:49.459675] Epoch: [391] [1280/2904] eta: 0:20:34 lr: 0.001341 loss: 0.1773 (0.1874) loss_rec_all: 0.2038 (0.2133) loss_rec_sfr: 0.2539 (0.2734) loss_cl: -0.2791 (-0.2788) time: 0.7454 data: 0.0002 max mem: 29860 [13:23:04.370470] Epoch: [391] [1300/2904] eta: 0:20:18 lr: 0.001341 loss: 0.1814 (0.1875) loss_rec_all: 0.2078 (0.2135) loss_rec_sfr: 0.2607 (0.2739) loss_cl: -0.2792 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [13:23:19.281646] Epoch: [391] [1320/2904] eta: 0:20:03 lr: 0.001341 loss: 0.1789 (0.1876) loss_rec_all: 0.2050 (0.2136) loss_rec_sfr: 0.2605 (0.2743) loss_cl: -0.2787 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [13:23:34.203058] Epoch: [391] [1340/2904] eta: 0:19:47 lr: 0.001341 loss: 0.1757 (0.1875) loss_rec_all: 0.2020 (0.2135) loss_rec_sfr: 0.2448 (0.2739) loss_cl: -0.2785 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [13:23:49.117891] Epoch: [391] [1360/2904] eta: 0:19:32 lr: 0.001341 loss: 0.1761 (0.1875) loss_rec_all: 0.2025 (0.2135) loss_rec_sfr: 0.2539 (0.2740) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [13:24:04.036823] Epoch: [391] [1380/2904] eta: 0:19:16 lr: 0.001341 loss: 0.1760 (0.1875) loss_rec_all: 0.2023 (0.2135) loss_rec_sfr: 0.2480 (0.2739) loss_cl: -0.2797 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [13:24:18.953831] Epoch: [391] [1400/2904] eta: 0:19:01 lr: 0.001341 loss: 0.1815 (0.1876) loss_rec_all: 0.2075 (0.2136) loss_rec_sfr: 0.2630 (0.2742) loss_cl: -0.2789 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [13:24:33.874250] Epoch: [391] [1420/2904] eta: 0:18:45 lr: 0.001341 loss: 0.1783 (0.1877) loss_rec_all: 0.2044 (0.2136) loss_rec_sfr: 0.2627 (0.2746) loss_cl: -0.2790 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [13:24:48.793093] Epoch: [391] [1440/2904] eta: 0:18:30 lr: 0.001341 loss: 0.1750 (0.1877) loss_rec_all: 0.2011 (0.2136) loss_rec_sfr: 0.2561 (0.2746) loss_cl: -0.2790 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [13:25:03.713339] Epoch: [391] [1460/2904] eta: 0:18:15 lr: 0.001341 loss: 0.1776 (0.1876) loss_rec_all: 0.2042 (0.2136) loss_rec_sfr: 0.2539 (0.2744) loss_cl: -0.2803 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [13:25:18.631476] Epoch: [391] [1480/2904] eta: 0:17:59 lr: 0.001341 loss: 0.1744 (0.1875) loss_rec_all: 0.2004 (0.2135) loss_rec_sfr: 0.2584 (0.2740) loss_cl: -0.2789 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [13:25:33.542210] Epoch: [391] [1500/2904] eta: 0:17:44 lr: 0.001341 loss: 0.1776 (0.1875) loss_rec_all: 0.2036 (0.2135) loss_rec_sfr: 0.2540 (0.2740) loss_cl: -0.2790 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [13:25:48.453967] Epoch: [391] [1520/2904] eta: 0:17:28 lr: 0.001341 loss: 0.1761 (0.1875) loss_rec_all: 0.2023 (0.2135) loss_rec_sfr: 0.2453 (0.2738) loss_cl: -0.2778 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [13:26:03.368172] Epoch: [391] [1540/2904] eta: 0:17:13 lr: 0.001341 loss: 0.1739 (0.1874) loss_rec_all: 0.1997 (0.2133) loss_rec_sfr: 0.2146 (0.2732) loss_cl: -0.2785 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [13:26:18.281636] Epoch: [391] [1560/2904] eta: 0:16:58 lr: 0.001341 loss: 0.1751 (0.1873) loss_rec_all: 0.2016 (0.2133) loss_rec_sfr: 0.2521 (0.2732) loss_cl: -0.2794 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [13:26:33.195477] Epoch: [391] [1580/2904] eta: 0:16:42 lr: 0.001341 loss: 0.1805 (0.1875) loss_rec_all: 0.2066 (0.2134) loss_rec_sfr: 0.2613 (0.2736) loss_cl: -0.2795 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [13:26:48.110750] Epoch: [391] [1600/2904] eta: 0:16:27 lr: 0.001341 loss: 0.1790 (0.1875) loss_rec_all: 0.2051 (0.2134) loss_rec_sfr: 0.2587 (0.2737) loss_cl: -0.2790 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [13:27:03.024985] Epoch: [391] [1620/2904] eta: 0:16:12 lr: 0.001341 loss: 0.1775 (0.1875) loss_rec_all: 0.2038 (0.2134) loss_rec_sfr: 0.2542 (0.2737) loss_cl: -0.2794 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [13:27:17.942989] Epoch: [391] [1640/2904] eta: 0:15:56 lr: 0.001341 loss: 0.1759 (0.1874) loss_rec_all: 0.2018 (0.2134) loss_rec_sfr: 0.2543 (0.2735) loss_cl: -0.2790 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [13:27:32.856106] Epoch: [391] [1660/2904] eta: 0:15:41 lr: 0.001341 loss: 0.1773 (0.1874) loss_rec_all: 0.2038 (0.2133) loss_rec_sfr: 0.2505 (0.2734) loss_cl: -0.2792 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [13:27:47.763932] Epoch: [391] [1680/2904] eta: 0:15:26 lr: 0.001341 loss: 0.1810 (0.1874) loss_rec_all: 0.2072 (0.2134) loss_rec_sfr: 0.2550 (0.2736) loss_cl: -0.2788 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [13:28:02.678314] Epoch: [391] [1700/2904] eta: 0:15:10 lr: 0.001341 loss: 0.1773 (0.1874) loss_rec_all: 0.2032 (0.2134) loss_rec_sfr: 0.2488 (0.2736) loss_cl: -0.2781 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [13:28:17.599647] Epoch: [391] [1720/2904] eta: 0:14:55 lr: 0.001341 loss: 0.1777 (0.1874) loss_rec_all: 0.2036 (0.2134) loss_rec_sfr: 0.2427 (0.2736) loss_cl: -0.2787 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [13:28:32.519012] Epoch: [391] [1740/2904] eta: 0:14:40 lr: 0.001341 loss: 0.1745 (0.1874) loss_rec_all: 0.2006 (0.2134) loss_rec_sfr: 0.2588 (0.2735) loss_cl: -0.2785 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [13:28:47.430495] Epoch: [391] [1760/2904] eta: 0:14:25 lr: 0.001341 loss: 0.1792 (0.1874) loss_rec_all: 0.2057 (0.2134) loss_rec_sfr: 0.2532 (0.2737) loss_cl: -0.2788 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [13:29:02.342541] Epoch: [391] [1780/2904] eta: 0:14:09 lr: 0.001340 loss: 0.1780 (0.1875) loss_rec_all: 0.2043 (0.2135) loss_rec_sfr: 0.2456 (0.2738) loss_cl: -0.2792 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [13:29:17.255825] Epoch: [391] [1800/2904] eta: 0:13:54 lr: 0.001340 loss: 0.1757 (0.1875) loss_rec_all: 0.2021 (0.2135) loss_rec_sfr: 0.2557 (0.2738) loss_cl: -0.2804 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [13:29:32.171397] Epoch: [391] [1820/2904] eta: 0:13:39 lr: 0.001340 loss: 0.1759 (0.1875) loss_rec_all: 0.2020 (0.2135) loss_rec_sfr: 0.2580 (0.2740) loss_cl: -0.2794 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [13:29:47.082713] Epoch: [391] [1840/2904] eta: 0:13:24 lr: 0.001340 loss: 0.1790 (0.1876) loss_rec_all: 0.2057 (0.2136) loss_rec_sfr: 0.2589 (0.2744) loss_cl: -0.2791 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [13:30:01.994897] Epoch: [391] [1860/2904] eta: 0:13:08 lr: 0.001340 loss: 0.1793 (0.1876) loss_rec_all: 0.2054 (0.2136) loss_rec_sfr: 0.2424 (0.2742) loss_cl: -0.2780 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [13:30:16.908936] Epoch: [391] [1880/2904] eta: 0:12:53 lr: 0.001340 loss: 0.1763 (0.1876) loss_rec_all: 0.2022 (0.2136) loss_rec_sfr: 0.2604 (0.2741) loss_cl: -0.2785 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [13:30:31.830684] Epoch: [391] [1900/2904] eta: 0:12:38 lr: 0.001340 loss: 0.1764 (0.1876) loss_rec_all: 0.2024 (0.2135) loss_rec_sfr: 0.2218 (0.2740) loss_cl: -0.2793 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [13:30:46.746468] Epoch: [391] [1920/2904] eta: 0:12:23 lr: 0.001340 loss: 0.1800 (0.1875) loss_rec_all: 0.2063 (0.2135) loss_rec_sfr: 0.2573 (0.2739) loss_cl: -0.2791 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [13:31:01.660626] Epoch: [391] [1940/2904] eta: 0:12:08 lr: 0.001340 loss: 0.1785 (0.1875) loss_rec_all: 0.2046 (0.2135) loss_rec_sfr: 0.2539 (0.2740) loss_cl: -0.2786 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [13:31:16.576728] Epoch: [391] [1960/2904] eta: 0:11:52 lr: 0.001340 loss: 0.1826 (0.1876) loss_rec_all: 0.2088 (0.2136) loss_rec_sfr: 0.2549 (0.2742) loss_cl: -0.2795 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [13:31:31.490322] Epoch: [391] [1980/2904] eta: 0:11:37 lr: 0.001340 loss: 0.1758 (0.1875) loss_rec_all: 0.2022 (0.2135) loss_rec_sfr: 0.2465 (0.2739) loss_cl: -0.2788 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [13:31:46.406879] Epoch: [391] [2000/2904] eta: 0:11:22 lr: 0.001340 loss: 0.1789 (0.1875) loss_rec_all: 0.2051 (0.2135) loss_rec_sfr: 0.2551 (0.2739) loss_cl: -0.2784 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [13:32:01.325649] Epoch: [391] [2020/2904] eta: 0:11:07 lr: 0.001340 loss: 0.1750 (0.1875) loss_rec_all: 0.2010 (0.2135) loss_rec_sfr: 0.2615 (0.2739) loss_cl: -0.2785 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [13:32:16.245216] Epoch: [391] [2040/2904] eta: 0:10:52 lr: 0.001340 loss: 0.1775 (0.1875) loss_rec_all: 0.2037 (0.2135) loss_rec_sfr: 0.2515 (0.2738) loss_cl: -0.2788 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [13:32:31.165991] Epoch: [391] [2060/2904] eta: 0:10:36 lr: 0.001340 loss: 0.1762 (0.1874) loss_rec_all: 0.2029 (0.2134) loss_rec_sfr: 0.2561 (0.2736) loss_cl: -0.2783 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [13:32:46.084139] Epoch: [391] [2080/2904] eta: 0:10:21 lr: 0.001340 loss: 0.1755 (0.1874) loss_rec_all: 0.2016 (0.2134) loss_rec_sfr: 0.2518 (0.2736) loss_cl: -0.2775 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [13:33:01.004924] Epoch: [391] [2100/2904] eta: 0:10:06 lr: 0.001340 loss: 0.1784 (0.1874) loss_rec_all: 0.2044 (0.2134) loss_rec_sfr: 0.2561 (0.2735) loss_cl: -0.2786 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [13:33:15.911980] Epoch: [391] [2120/2904] eta: 0:09:51 lr: 0.001340 loss: 0.1756 (0.1873) loss_rec_all: 0.2016 (0.2133) loss_rec_sfr: 0.2507 (0.2732) loss_cl: -0.2797 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [13:33:30.831687] Epoch: [391] [2140/2904] eta: 0:09:36 lr: 0.001340 loss: 0.1754 (0.1873) loss_rec_all: 0.2016 (0.2133) loss_rec_sfr: 0.2593 (0.2732) loss_cl: -0.2795 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [13:33:45.744652] Epoch: [391] [2160/2904] eta: 0:09:21 lr: 0.001340 loss: 0.1762 (0.1872) loss_rec_all: 0.2025 (0.2132) loss_rec_sfr: 0.2284 (0.2730) loss_cl: -0.2785 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [13:34:00.663996] Epoch: [391] [2180/2904] eta: 0:09:06 lr: 0.001340 loss: 0.1788 (0.1872) loss_rec_all: 0.2050 (0.2132) loss_rec_sfr: 0.2482 (0.2727) loss_cl: -0.2795 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [13:34:15.581107] Epoch: [391] [2200/2904] eta: 0:08:50 lr: 0.001340 loss: 0.1770 (0.1872) loss_rec_all: 0.2030 (0.2132) loss_rec_sfr: 0.2517 (0.2729) loss_cl: -0.2779 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [13:34:30.503400] Epoch: [391] [2220/2904] eta: 0:08:35 lr: 0.001340 loss: 0.1743 (0.1872) loss_rec_all: 0.2006 (0.2131) loss_rec_sfr: 0.2440 (0.2726) loss_cl: -0.2790 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [13:34:45.422265] Epoch: [391] [2240/2904] eta: 0:08:20 lr: 0.001340 loss: 0.1773 (0.1872) loss_rec_all: 0.2034 (0.2131) loss_rec_sfr: 0.2495 (0.2726) loss_cl: -0.2799 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [13:35:00.340632] Epoch: [391] [2260/2904] eta: 0:08:05 lr: 0.001340 loss: 0.1771 (0.1872) loss_rec_all: 0.2035 (0.2132) loss_rec_sfr: 0.2571 (0.2728) loss_cl: -0.2800 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [13:35:15.253835] Epoch: [391] [2280/2904] eta: 0:07:50 lr: 0.001340 loss: 0.1746 (0.1871) loss_rec_all: 0.2011 (0.2131) loss_rec_sfr: 0.2407 (0.2724) loss_cl: -0.2789 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [13:35:30.175163] Epoch: [391] [2300/2904] eta: 0:07:35 lr: 0.001340 loss: 0.1761 (0.1871) loss_rec_all: 0.2026 (0.2131) loss_rec_sfr: 0.2569 (0.2724) loss_cl: -0.2787 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [13:35:45.093103] Epoch: [391] [2320/2904] eta: 0:07:20 lr: 0.001340 loss: 0.1772 (0.1871) loss_rec_all: 0.2034 (0.2131) loss_rec_sfr: 0.2594 (0.2725) loss_cl: -0.2790 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [13:36:00.006905] Epoch: [391] [2340/2904] eta: 0:07:05 lr: 0.001340 loss: 0.1763 (0.1871) loss_rec_all: 0.2027 (0.2131) loss_rec_sfr: 0.2586 (0.2724) loss_cl: -0.2794 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [13:36:14.922290] Epoch: [391] [2360/2904] eta: 0:06:49 lr: 0.001340 loss: 0.1776 (0.1871) loss_rec_all: 0.2039 (0.2131) loss_rec_sfr: 0.2571 (0.2726) loss_cl: -0.2792 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [13:36:29.838206] Epoch: [391] [2380/2904] eta: 0:06:34 lr: 0.001339 loss: 0.1821 (0.1872) loss_rec_all: 0.2083 (0.2132) loss_rec_sfr: 0.2501 (0.2729) loss_cl: -0.2786 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [13:36:44.752618] Epoch: [391] [2400/2904] eta: 0:06:19 lr: 0.001339 loss: 0.1754 (0.1872) loss_rec_all: 0.2019 (0.2132) loss_rec_sfr: 0.2576 (0.2730) loss_cl: -0.2801 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [13:36:59.667701] Epoch: [391] [2420/2904] eta: 0:06:04 lr: 0.001339 loss: 0.1751 (0.1872) loss_rec_all: 0.2010 (0.2132) loss_rec_sfr: 0.2558 (0.2729) loss_cl: -0.2786 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [13:37:14.587805] Epoch: [391] [2440/2904] eta: 0:05:49 lr: 0.001339 loss: 0.1775 (0.1872) loss_rec_all: 0.2035 (0.2131) loss_rec_sfr: 0.2575 (0.2730) loss_cl: -0.2778 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [13:37:29.512737] Epoch: [391] [2460/2904] eta: 0:05:34 lr: 0.001339 loss: 0.1814 (0.1872) loss_rec_all: 0.2073 (0.2132) loss_rec_sfr: 0.2626 (0.2731) loss_cl: -0.2779 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [13:37:44.432424] Epoch: [391] [2480/2904] eta: 0:05:19 lr: 0.001339 loss: 0.1851 (0.1873) loss_rec_all: 0.2114 (0.2132) loss_rec_sfr: 0.2603 (0.2733) loss_cl: -0.2786 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [13:37:59.350879] Epoch: [391] [2500/2904] eta: 0:05:04 lr: 0.001339 loss: 0.1767 (0.1873) loss_rec_all: 0.2030 (0.2133) loss_rec_sfr: 0.2592 (0.2733) loss_cl: -0.2795 (-0.2789) time: 0.7459 data: 0.0003 max mem: 29860 [13:38:14.268392] Epoch: [391] [2520/2904] eta: 0:04:49 lr: 0.001339 loss: 0.1786 (0.1873) loss_rec_all: 0.2047 (0.2132) loss_rec_sfr: 0.2570 (0.2733) loss_cl: -0.2790 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [13:38:29.191930] Epoch: [391] [2540/2904] eta: 0:04:34 lr: 0.001339 loss: 0.1776 (0.1873) loss_rec_all: 0.2037 (0.2132) loss_rec_sfr: 0.2522 (0.2733) loss_cl: -0.2788 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [13:38:44.110452] Epoch: [391] [2560/2904] eta: 0:04:19 lr: 0.001339 loss: 0.1775 (0.1873) loss_rec_all: 0.2035 (0.2132) loss_rec_sfr: 0.2632 (0.2734) loss_cl: -0.2785 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [13:38:59.032283] Epoch: [391] [2580/2904] eta: 0:04:03 lr: 0.001339 loss: 0.1786 (0.1873) loss_rec_all: 0.2049 (0.2133) loss_rec_sfr: 0.2566 (0.2736) loss_cl: -0.2788 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [13:39:13.951499] Epoch: [391] [2600/2904] eta: 0:03:48 lr: 0.001339 loss: 0.1798 (0.1873) loss_rec_all: 0.2059 (0.2133) loss_rec_sfr: 0.2549 (0.2736) loss_cl: -0.2785 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [13:39:28.869767] Epoch: [391] [2620/2904] eta: 0:03:33 lr: 0.001339 loss: 0.1759 (0.1874) loss_rec_all: 0.2024 (0.2134) loss_rec_sfr: 0.2579 (0.2738) loss_cl: -0.2790 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [13:39:43.784379] Epoch: [391] [2640/2904] eta: 0:03:18 lr: 0.001339 loss: 0.1745 (0.1874) loss_rec_all: 0.2009 (0.2134) loss_rec_sfr: 0.2565 (0.2738) loss_cl: -0.2794 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [13:39:58.698642] Epoch: [391] [2660/2904] eta: 0:03:03 lr: 0.001339 loss: 0.1774 (0.1874) loss_rec_all: 0.2035 (0.2134) loss_rec_sfr: 0.2539 (0.2738) loss_cl: -0.2793 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [13:40:13.618716] Epoch: [391] [2680/2904] eta: 0:02:48 lr: 0.001339 loss: 0.1780 (0.1874) loss_rec_all: 0.2039 (0.2133) loss_rec_sfr: 0.2559 (0.2737) loss_cl: -0.2790 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [13:40:28.544700] Epoch: [391] [2700/2904] eta: 0:02:33 lr: 0.001339 loss: 0.1779 (0.1874) loss_rec_all: 0.2043 (0.2133) loss_rec_sfr: 0.2510 (0.2737) loss_cl: -0.2795 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [13:40:43.459774] Epoch: [391] [2720/2904] eta: 0:02:18 lr: 0.001339 loss: 0.1732 (0.1873) loss_rec_all: 0.1997 (0.2133) loss_rec_sfr: 0.2453 (0.2735) loss_cl: -0.2790 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [13:40:58.373111] Epoch: [391] [2740/2904] eta: 0:02:03 lr: 0.001339 loss: 0.1799 (0.1874) loss_rec_all: 0.2060 (0.2133) loss_rec_sfr: 0.2588 (0.2738) loss_cl: -0.2793 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [13:41:13.289252] Epoch: [391] [2760/2904] eta: 0:01:48 lr: 0.001339 loss: 0.1759 (0.1873) loss_rec_all: 0.2020 (0.2133) loss_rec_sfr: 0.2476 (0.2736) loss_cl: -0.2792 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [13:41:28.207466] Epoch: [391] [2780/2904] eta: 0:01:33 lr: 0.001339 loss: 0.1814 (0.1873) loss_rec_all: 0.2075 (0.2133) loss_rec_sfr: 0.2509 (0.2736) loss_cl: -0.2791 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [13:41:43.128444] Epoch: [391] [2800/2904] eta: 0:01:18 lr: 0.001339 loss: 0.1808 (0.1874) loss_rec_all: 0.2072 (0.2134) loss_rec_sfr: 0.2567 (0.2737) loss_cl: -0.2785 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [13:41:58.049883] Epoch: [391] [2820/2904] eta: 0:01:03 lr: 0.001339 loss: 0.1759 (0.1874) loss_rec_all: 0.2025 (0.2133) loss_rec_sfr: 0.2236 (0.2736) loss_cl: -0.2786 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [13:42:12.996037] Epoch: [391] [2840/2904] eta: 0:00:48 lr: 0.001339 loss: 0.1757 (0.1873) loss_rec_all: 0.2022 (0.2133) loss_rec_sfr: 0.2241 (0.2734) loss_cl: -0.2789 (-0.2789) time: 0.7473 data: 0.0023 max mem: 29860 [13:42:27.901299] Epoch: [391] [2860/2904] eta: 0:00:33 lr: 0.001339 loss: 0.1821 (0.1874) loss_rec_all: 0.2085 (0.2134) loss_rec_sfr: 0.2584 (0.2736) loss_cl: -0.2791 (-0.2789) time: 0.7452 data: 0.0001 max mem: 29860 [13:42:42.808945] Epoch: [391] [2880/2904] eta: 0:00:18 lr: 0.001339 loss: 0.1775 (0.1874) loss_rec_all: 0.2036 (0.2134) loss_rec_sfr: 0.2551 (0.2736) loss_cl: -0.2792 (-0.2789) time: 0.7453 data: 0.0001 max mem: 29860 [13:42:57.705660] Epoch: [391] [2900/2904] eta: 0:00:03 lr: 0.001339 loss: 0.1727 (0.1873) loss_rec_all: 0.1992 (0.2133) loss_rec_sfr: 0.2486 (0.2734) loss_cl: -0.2790 (-0.2789) time: 0.7448 data: 0.0001 max mem: 29860 [13:42:59.946251] Epoch: [391] [2903/2904] eta: 0:00:00 lr: 0.001339 loss: 0.1741 (0.1874) loss_rec_all: 0.2003 (0.2133) loss_rec_sfr: 0.2592 (0.2735) loss_cl: -0.2784 (-0.2789) time: 0.7447 data: 0.0001 max mem: 29860 [13:43:02.172349] Epoch: [391] Total time: 0:36:26 (0.7529 s / it) [13:43:02.176679] Averaged stats: lr: 0.001339 loss: 0.1741 (0.1895) loss_rec_all: 0.2003 (0.2131) loss_rec_sfr: 0.2592 (0.2730) loss_cl: -0.2784 (-0.2557) [13:43:02.184201] log_dir: ./checkpoint/VF2_ViT-B [13:43:19.510605] Epoch: [392] [ 0/2904] eta: 13:58:32 lr: 0.001339 loss: 0.1672 (0.1672) loss_rec_all: 0.1938 (0.1938) loss_rec_sfr: 0.2000 (0.2000) loss_cl: -0.2799 (-0.2799) time: 17.3251 data: 14.3249 max mem: 29860 [13:43:34.838054] Epoch: [392] [ 20/2904] eta: 1:14:44 lr: 0.001339 loss: 0.1797 (0.1822) loss_rec_all: 0.2060 (0.2084) loss_rec_sfr: 0.2512 (0.2529) loss_cl: -0.2791 (-0.2790) time: 0.7663 data: 0.0213 max mem: 29860 [13:43:49.743104] Epoch: [392] [ 40/2904] eta: 0:55:21 lr: 0.001339 loss: 0.1765 (0.1826) loss_rec_all: 0.2028 (0.2087) loss_rec_sfr: 0.2513 (0.2529) loss_cl: -0.2785 (-0.2787) time: 0.7452 data: 0.0002 max mem: 29860 [13:44:04.650880] Epoch: [392] [ 60/2904] eta: 0:48:32 lr: 0.001338 loss: 0.1783 (0.1827) loss_rec_all: 0.2043 (0.2088) loss_rec_sfr: 0.2541 (0.2548) loss_cl: -0.2790 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [13:44:19.562051] Epoch: [392] [ 80/2904] eta: 0:44:57 lr: 0.001338 loss: 0.1789 (0.1855) loss_rec_all: 0.2052 (0.2115) loss_rec_sfr: 0.2607 (0.2667) loss_cl: -0.2792 (-0.2789) time: 0.7455 data: 0.0003 max mem: 29860 [13:44:34.488125] Epoch: [392] [ 100/2904] eta: 0:42:42 lr: 0.001338 loss: 0.1780 (0.1850) loss_rec_all: 0.2040 (0.2110) loss_rec_sfr: 0.2159 (0.2629) loss_cl: -0.2790 (-0.2789) time: 0.7462 data: 0.0003 max mem: 29860 [13:44:49.423471] Epoch: [392] [ 120/2904] eta: 0:41:07 lr: 0.001338 loss: 0.1721 (0.1846) loss_rec_all: 0.1981 (0.2107) loss_rec_sfr: 0.2499 (0.2631) loss_cl: -0.2791 (-0.2789) time: 0.7467 data: 0.0003 max mem: 29860 [13:45:04.356626] Epoch: [392] [ 140/2904] eta: 0:39:54 lr: 0.001338 loss: 0.1755 (0.1843) loss_rec_all: 0.2015 (0.2104) loss_rec_sfr: 0.2510 (0.2612) loss_cl: -0.2789 (-0.2789) time: 0.7466 data: 0.0003 max mem: 29860 [13:45:19.276853] Epoch: [392] [ 160/2904] eta: 0:38:56 lr: 0.001338 loss: 0.1751 (0.1848) loss_rec_all: 0.2016 (0.2109) loss_rec_sfr: 0.2146 (0.2627) loss_cl: -0.2788 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [13:45:34.230560] Epoch: [392] [ 180/2904] eta: 0:38:08 lr: 0.001338 loss: 0.1776 (0.1841) loss_rec_all: 0.2035 (0.2102) loss_rec_sfr: 0.2509 (0.2610) loss_cl: -0.2785 (-0.2788) time: 0.7476 data: 0.0003 max mem: 29860 [13:45:49.145285] Epoch: [392] [ 200/2904] eta: 0:37:25 lr: 0.001338 loss: 0.1789 (0.1839) loss_rec_all: 0.2048 (0.2099) loss_rec_sfr: 0.2494 (0.2598) loss_cl: -0.2784 (-0.2787) time: 0.7457 data: 0.0002 max mem: 29860 [13:46:04.095329] Epoch: [392] [ 220/2904] eta: 0:36:49 lr: 0.001338 loss: 0.1750 (0.1834) loss_rec_all: 0.2015 (0.2094) loss_rec_sfr: 0.2568 (0.2591) loss_cl: -0.2801 (-0.2788) time: 0.7475 data: 0.0002 max mem: 29860 [13:46:19.010441] Epoch: [392] [ 240/2904] eta: 0:36:15 lr: 0.001338 loss: 0.1770 (0.1848) loss_rec_all: 0.2031 (0.2108) loss_rec_sfr: 0.2591 (0.2644) loss_cl: -0.2793 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [13:46:33.944484] Epoch: [392] [ 260/2904] eta: 0:35:45 lr: 0.001338 loss: 0.1786 (0.1854) loss_rec_all: 0.2047 (0.2114) loss_rec_sfr: 0.2514 (0.2662) loss_cl: -0.2790 (-0.2789) time: 0.7467 data: 0.0002 max mem: 29860 [13:46:48.861572] Epoch: [392] [ 280/2904] eta: 0:35:16 lr: 0.001338 loss: 0.1767 (0.1855) loss_rec_all: 0.2030 (0.2116) loss_rec_sfr: 0.2529 (0.2670) loss_cl: -0.2787 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [13:47:03.911301] Epoch: [392] [ 300/2904] eta: 0:34:51 lr: 0.001338 loss: 0.1761 (0.1860) loss_rec_all: 0.2026 (0.2120) loss_rec_sfr: 0.2535 (0.2689) loss_cl: -0.2790 (-0.2789) time: 0.7524 data: 0.0002 max mem: 29860 [13:47:18.833641] Epoch: [392] [ 320/2904] eta: 0:34:25 lr: 0.001338 loss: 0.1765 (0.1863) loss_rec_all: 0.2024 (0.2123) loss_rec_sfr: 0.2537 (0.2701) loss_cl: -0.2782 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [13:47:33.752980] Epoch: [392] [ 340/2904] eta: 0:34:01 lr: 0.001338 loss: 0.1748 (0.1862) loss_rec_all: 0.2007 (0.2122) loss_rec_sfr: 0.2516 (0.2700) loss_cl: -0.2789 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [13:47:48.676889] Epoch: [392] [ 360/2904] eta: 0:33:38 lr: 0.001338 loss: 0.1747 (0.1862) loss_rec_all: 0.2009 (0.2122) loss_rec_sfr: 0.2535 (0.2702) loss_cl: -0.2794 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [13:48:03.599859] Epoch: [392] [ 380/2904] eta: 0:33:16 lr: 0.001338 loss: 0.1838 (0.1868) loss_rec_all: 0.2095 (0.2128) loss_rec_sfr: 0.2652 (0.2721) loss_cl: -0.2787 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [13:48:18.518889] Epoch: [392] [ 400/2904] eta: 0:32:55 lr: 0.001338 loss: 0.1762 (0.1870) loss_rec_all: 0.2025 (0.2130) loss_rec_sfr: 0.2577 (0.2728) loss_cl: -0.2800 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [13:48:33.436191] Epoch: [392] [ 420/2904] eta: 0:32:34 lr: 0.001338 loss: 0.1782 (0.1872) loss_rec_all: 0.2045 (0.2132) loss_rec_sfr: 0.2590 (0.2735) loss_cl: -0.2795 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [13:48:48.360014] Epoch: [392] [ 440/2904] eta: 0:32:14 lr: 0.001338 loss: 0.1797 (0.1874) loss_rec_all: 0.2062 (0.2134) loss_rec_sfr: 0.2609 (0.2741) loss_cl: -0.2784 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [13:49:03.275437] Epoch: [392] [ 460/2904] eta: 0:31:54 lr: 0.001338 loss: 0.1757 (0.1874) loss_rec_all: 0.2023 (0.2133) loss_rec_sfr: 0.2530 (0.2742) loss_cl: -0.2785 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [13:49:18.189025] Epoch: [392] [ 480/2904] eta: 0:31:34 lr: 0.001338 loss: 0.1770 (0.1874) loss_rec_all: 0.2032 (0.2134) loss_rec_sfr: 0.2515 (0.2745) loss_cl: -0.2790 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [13:49:33.109668] Epoch: [392] [ 500/2904] eta: 0:31:15 lr: 0.001338 loss: 0.1733 (0.1873) loss_rec_all: 0.1999 (0.2133) loss_rec_sfr: 0.2503 (0.2741) loss_cl: -0.2787 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [13:49:48.025778] Epoch: [392] [ 520/2904] eta: 0:30:56 lr: 0.001338 loss: 0.1770 (0.1873) loss_rec_all: 0.2031 (0.2133) loss_rec_sfr: 0.2399 (0.2741) loss_cl: -0.2786 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [13:50:02.939045] Epoch: [392] [ 540/2904] eta: 0:30:38 lr: 0.001338 loss: 0.1772 (0.1871) loss_rec_all: 0.2039 (0.2131) loss_rec_sfr: 0.2535 (0.2734) loss_cl: -0.2792 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [13:50:17.855646] Epoch: [392] [ 560/2904] eta: 0:30:20 lr: 0.001338 loss: 0.1783 (0.1872) loss_rec_all: 0.2045 (0.2132) loss_rec_sfr: 0.2561 (0.2737) loss_cl: -0.2796 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [13:50:32.777141] Epoch: [392] [ 580/2904] eta: 0:30:02 lr: 0.001338 loss: 0.1770 (0.1875) loss_rec_all: 0.2030 (0.2134) loss_rec_sfr: 0.2549 (0.2746) loss_cl: -0.2789 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [13:50:47.694537] Epoch: [392] [ 600/2904] eta: 0:29:44 lr: 0.001338 loss: 0.1757 (0.1873) loss_rec_all: 0.2018 (0.2133) loss_rec_sfr: 0.2590 (0.2743) loss_cl: -0.2793 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [13:51:02.613332] Epoch: [392] [ 620/2904] eta: 0:29:26 lr: 0.001338 loss: 0.1842 (0.1877) loss_rec_all: 0.2102 (0.2136) loss_rec_sfr: 0.2578 (0.2753) loss_cl: -0.2792 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [13:51:17.531359] Epoch: [392] [ 640/2904] eta: 0:29:09 lr: 0.001337 loss: 0.1714 (0.1874) loss_rec_all: 0.1977 (0.2134) loss_rec_sfr: 0.2102 (0.2742) loss_cl: -0.2789 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [13:51:32.444144] Epoch: [392] [ 660/2904] eta: 0:28:52 lr: 0.001337 loss: 0.1782 (0.1877) loss_rec_all: 0.2047 (0.2136) loss_rec_sfr: 0.2579 (0.2752) loss_cl: -0.2788 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [13:51:47.356161] Epoch: [392] [ 680/2904] eta: 0:28:34 lr: 0.001337 loss: 0.1786 (0.1878) loss_rec_all: 0.2050 (0.2137) loss_rec_sfr: 0.2550 (0.2753) loss_cl: -0.2786 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [13:52:02.276563] Epoch: [392] [ 700/2904] eta: 0:28:17 lr: 0.001337 loss: 0.1761 (0.1878) loss_rec_all: 0.2020 (0.2137) loss_rec_sfr: 0.2602 (0.2756) loss_cl: -0.2790 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [13:52:17.192504] Epoch: [392] [ 720/2904] eta: 0:28:01 lr: 0.001337 loss: 0.1773 (0.1878) loss_rec_all: 0.2034 (0.2138) loss_rec_sfr: 0.2514 (0.2758) loss_cl: -0.2790 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [13:52:32.117550] Epoch: [392] [ 740/2904] eta: 0:27:44 lr: 0.001337 loss: 0.1766 (0.1877) loss_rec_all: 0.2027 (0.2136) loss_rec_sfr: 0.2473 (0.2751) loss_cl: -0.2789 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [13:52:47.034422] Epoch: [392] [ 760/2904] eta: 0:27:27 lr: 0.001337 loss: 0.1802 (0.1878) loss_rec_all: 0.2066 (0.2138) loss_rec_sfr: 0.2476 (0.2753) loss_cl: -0.2791 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [13:53:01.950734] Epoch: [392] [ 780/2904] eta: 0:27:11 lr: 0.001337 loss: 0.1768 (0.1880) loss_rec_all: 0.2034 (0.2139) loss_rec_sfr: 0.2567 (0.2758) loss_cl: -0.2794 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [13:53:16.863231] Epoch: [392] [ 800/2904] eta: 0:26:54 lr: 0.001337 loss: 0.1756 (0.1878) loss_rec_all: 0.2023 (0.2138) loss_rec_sfr: 0.2507 (0.2753) loss_cl: -0.2784 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [13:53:31.782793] Epoch: [392] [ 820/2904] eta: 0:26:38 lr: 0.001337 loss: 0.1735 (0.1877) loss_rec_all: 0.1997 (0.2137) loss_rec_sfr: 0.2543 (0.2748) loss_cl: -0.2788 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [13:53:46.701052] Epoch: [392] [ 840/2904] eta: 0:26:21 lr: 0.001337 loss: 0.1721 (0.1876) loss_rec_all: 0.1987 (0.2136) loss_rec_sfr: 0.2498 (0.2745) loss_cl: -0.2786 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [13:54:01.614517] Epoch: [392] [ 860/2904] eta: 0:26:05 lr: 0.001337 loss: 0.1758 (0.1875) loss_rec_all: 0.2021 (0.2135) loss_rec_sfr: 0.2477 (0.2743) loss_cl: -0.2784 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [13:54:16.524523] Epoch: [392] [ 880/2904] eta: 0:25:49 lr: 0.001337 loss: 0.1745 (0.1873) loss_rec_all: 0.2007 (0.2133) loss_rec_sfr: 0.2466 (0.2736) loss_cl: -0.2784 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [13:54:31.439160] Epoch: [392] [ 900/2904] eta: 0:25:32 lr: 0.001337 loss: 0.1842 (0.1874) loss_rec_all: 0.2103 (0.2134) loss_rec_sfr: 0.2558 (0.2739) loss_cl: -0.2789 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [13:54:46.362366] Epoch: [392] [ 920/2904] eta: 0:25:16 lr: 0.001337 loss: 0.1791 (0.1875) loss_rec_all: 0.2052 (0.2135) loss_rec_sfr: 0.2605 (0.2744) loss_cl: -0.2797 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [13:55:01.280226] Epoch: [392] [ 940/2904] eta: 0:25:00 lr: 0.001337 loss: 0.1780 (0.1875) loss_rec_all: 0.2042 (0.2134) loss_rec_sfr: 0.2475 (0.2742) loss_cl: -0.2797 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [13:55:16.203232] Epoch: [392] [ 960/2904] eta: 0:24:44 lr: 0.001337 loss: 0.1756 (0.1873) loss_rec_all: 0.2016 (0.2132) loss_rec_sfr: 0.2472 (0.2737) loss_cl: -0.2794 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [13:55:31.122267] Epoch: [392] [ 980/2904] eta: 0:24:28 lr: 0.001337 loss: 0.1766 (0.1872) loss_rec_all: 0.2028 (0.2132) loss_rec_sfr: 0.2523 (0.2736) loss_cl: -0.2783 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [13:55:46.043747] Epoch: [392] [1000/2904] eta: 0:24:12 lr: 0.001337 loss: 0.1760 (0.1871) loss_rec_all: 0.2025 (0.2130) loss_rec_sfr: 0.2208 (0.2729) loss_cl: -0.2784 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [13:56:00.959728] Epoch: [392] [1020/2904] eta: 0:23:56 lr: 0.001337 loss: 0.1774 (0.1871) loss_rec_all: 0.2035 (0.2131) loss_rec_sfr: 0.2482 (0.2729) loss_cl: -0.2792 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [13:56:15.878983] Epoch: [392] [1040/2904] eta: 0:23:41 lr: 0.001337 loss: 0.1757 (0.1870) loss_rec_all: 0.2024 (0.2130) loss_rec_sfr: 0.2521 (0.2728) loss_cl: -0.2797 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [13:56:30.795115] Epoch: [392] [1060/2904] eta: 0:23:25 lr: 0.001337 loss: 0.1774 (0.1871) loss_rec_all: 0.2034 (0.2131) loss_rec_sfr: 0.2555 (0.2731) loss_cl: -0.2796 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [13:56:45.713161] Epoch: [392] [1080/2904] eta: 0:23:09 lr: 0.001337 loss: 0.1748 (0.1870) loss_rec_all: 0.2012 (0.2130) loss_rec_sfr: 0.2523 (0.2727) loss_cl: -0.2791 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [13:57:00.633604] Epoch: [392] [1100/2904] eta: 0:22:53 lr: 0.001337 loss: 0.1754 (0.1869) loss_rec_all: 0.2016 (0.2129) loss_rec_sfr: 0.2565 (0.2724) loss_cl: -0.2788 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [13:57:15.548519] Epoch: [392] [1120/2904] eta: 0:22:37 lr: 0.001337 loss: 0.1766 (0.1869) loss_rec_all: 0.2027 (0.2129) loss_rec_sfr: 0.2481 (0.2724) loss_cl: -0.2785 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [13:57:30.467165] Epoch: [392] [1140/2904] eta: 0:22:22 lr: 0.001337 loss: 0.1737 (0.1868) loss_rec_all: 0.2003 (0.2128) loss_rec_sfr: 0.2331 (0.2721) loss_cl: -0.2792 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [13:57:45.380489] Epoch: [392] [1160/2904] eta: 0:22:06 lr: 0.001337 loss: 0.1766 (0.1869) loss_rec_all: 0.2026 (0.2129) loss_rec_sfr: 0.2597 (0.2724) loss_cl: -0.2791 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [13:58:00.295334] Epoch: [392] [1180/2904] eta: 0:21:50 lr: 0.001337 loss: 0.1781 (0.1869) loss_rec_all: 0.2046 (0.2129) loss_rec_sfr: 0.2554 (0.2725) loss_cl: -0.2795 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [13:58:15.216388] Epoch: [392] [1200/2904] eta: 0:21:35 lr: 0.001337 loss: 0.1772 (0.1870) loss_rec_all: 0.2033 (0.2129) loss_rec_sfr: 0.2519 (0.2727) loss_cl: -0.2793 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [13:58:30.134590] Epoch: [392] [1220/2904] eta: 0:21:19 lr: 0.001337 loss: 0.1759 (0.1870) loss_rec_all: 0.2019 (0.2130) loss_rec_sfr: 0.2522 (0.2728) loss_cl: -0.2793 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [13:58:45.048417] Epoch: [392] [1240/2904] eta: 0:21:04 lr: 0.001336 loss: 0.1749 (0.1869) loss_rec_all: 0.2011 (0.2129) loss_rec_sfr: 0.2497 (0.2727) loss_cl: -0.2791 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [13:58:59.966549] Epoch: [392] [1260/2904] eta: 0:20:48 lr: 0.001336 loss: 0.1766 (0.1870) loss_rec_all: 0.2025 (0.2129) loss_rec_sfr: 0.2549 (0.2729) loss_cl: -0.2783 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [13:59:14.878631] Epoch: [392] [1280/2904] eta: 0:20:33 lr: 0.001336 loss: 0.1794 (0.1871) loss_rec_all: 0.2057 (0.2131) loss_rec_sfr: 0.2616 (0.2734) loss_cl: -0.2782 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [13:59:29.794568] Epoch: [392] [1300/2904] eta: 0:20:17 lr: 0.001336 loss: 0.1812 (0.1871) loss_rec_all: 0.2071 (0.2131) loss_rec_sfr: 0.2588 (0.2736) loss_cl: -0.2785 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [13:59:44.711931] Epoch: [392] [1320/2904] eta: 0:20:02 lr: 0.001336 loss: 0.1750 (0.1870) loss_rec_all: 0.2012 (0.2130) loss_rec_sfr: 0.2539 (0.2731) loss_cl: -0.2797 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [13:59:59.632971] Epoch: [392] [1340/2904] eta: 0:19:46 lr: 0.001336 loss: 0.1759 (0.1870) loss_rec_all: 0.2023 (0.2130) loss_rec_sfr: 0.2533 (0.2734) loss_cl: -0.2792 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [14:00:14.562186] Epoch: [392] [1360/2904] eta: 0:19:31 lr: 0.001336 loss: 0.1783 (0.1870) loss_rec_all: 0.2043 (0.2130) loss_rec_sfr: 0.2522 (0.2732) loss_cl: -0.2787 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [14:00:29.480086] Epoch: [392] [1380/2904] eta: 0:19:15 lr: 0.001336 loss: 0.1751 (0.1870) loss_rec_all: 0.2011 (0.2130) loss_rec_sfr: 0.2553 (0.2731) loss_cl: -0.2787 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [14:00:44.407026] Epoch: [392] [1400/2904] eta: 0:19:00 lr: 0.001336 loss: 0.1747 (0.1869) loss_rec_all: 0.2011 (0.2129) loss_rec_sfr: 0.2484 (0.2729) loss_cl: -0.2792 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [14:00:59.324842] Epoch: [392] [1420/2904] eta: 0:18:44 lr: 0.001336 loss: 0.1784 (0.1868) loss_rec_all: 0.2050 (0.2128) loss_rec_sfr: 0.2523 (0.2727) loss_cl: -0.2795 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [14:01:14.238311] Epoch: [392] [1440/2904] eta: 0:18:29 lr: 0.001336 loss: 0.1741 (0.1868) loss_rec_all: 0.2003 (0.2128) loss_rec_sfr: 0.2581 (0.2727) loss_cl: -0.2796 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [14:01:29.151853] Epoch: [392] [1460/2904] eta: 0:18:14 lr: 0.001336 loss: 0.1750 (0.1868) loss_rec_all: 0.2014 (0.2128) loss_rec_sfr: 0.2517 (0.2726) loss_cl: -0.2789 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [14:01:44.065896] Epoch: [392] [1480/2904] eta: 0:17:58 lr: 0.001336 loss: 0.1703 (0.1868) loss_rec_all: 0.1968 (0.2127) loss_rec_sfr: 0.2518 (0.2726) loss_cl: -0.2780 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [14:01:58.988832] Epoch: [392] [1500/2904] eta: 0:17:43 lr: 0.001336 loss: 0.1746 (0.1867) loss_rec_all: 0.2007 (0.2126) loss_rec_sfr: 0.2507 (0.2723) loss_cl: -0.2785 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [14:02:13.913519] Epoch: [392] [1520/2904] eta: 0:17:27 lr: 0.001336 loss: 0.1756 (0.1867) loss_rec_all: 0.2023 (0.2127) loss_rec_sfr: 0.2491 (0.2723) loss_cl: -0.2786 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [14:02:28.833774] Epoch: [392] [1540/2904] eta: 0:17:12 lr: 0.001336 loss: 0.1793 (0.1867) loss_rec_all: 0.2056 (0.2127) loss_rec_sfr: 0.2553 (0.2723) loss_cl: -0.2795 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [14:02:43.752179] Epoch: [392] [1560/2904] eta: 0:16:57 lr: 0.001336 loss: 0.1741 (0.1866) loss_rec_all: 0.2008 (0.2126) loss_rec_sfr: 0.2543 (0.2722) loss_cl: -0.2799 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [14:02:58.668022] Epoch: [392] [1580/2904] eta: 0:16:41 lr: 0.001336 loss: 0.1777 (0.1866) loss_rec_all: 0.2039 (0.2126) loss_rec_sfr: 0.2476 (0.2720) loss_cl: -0.2785 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [14:03:13.585757] Epoch: [392] [1600/2904] eta: 0:16:26 lr: 0.001336 loss: 0.1831 (0.1868) loss_rec_all: 0.2092 (0.2127) loss_rec_sfr: 0.2637 (0.2726) loss_cl: -0.2792 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [14:03:28.507941] Epoch: [392] [1620/2904] eta: 0:16:11 lr: 0.001336 loss: 0.1754 (0.1867) loss_rec_all: 0.2019 (0.2127) loss_rec_sfr: 0.2538 (0.2724) loss_cl: -0.2790 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [14:03:43.434038] Epoch: [392] [1640/2904] eta: 0:15:56 lr: 0.001336 loss: 0.1798 (0.1868) loss_rec_all: 0.2062 (0.2127) loss_rec_sfr: 0.2605 (0.2725) loss_cl: -0.2792 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [14:03:58.354826] Epoch: [392] [1660/2904] eta: 0:15:40 lr: 0.001336 loss: 0.1784 (0.1868) loss_rec_all: 0.2047 (0.2127) loss_rec_sfr: 0.2475 (0.2724) loss_cl: -0.2793 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [14:04:13.282497] Epoch: [392] [1680/2904] eta: 0:15:25 lr: 0.001336 loss: 0.1783 (0.1868) loss_rec_all: 0.2044 (0.2128) loss_rec_sfr: 0.2616 (0.2728) loss_cl: -0.2785 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [14:04:28.208564] Epoch: [392] [1700/2904] eta: 0:15:10 lr: 0.001336 loss: 0.1741 (0.1868) loss_rec_all: 0.2006 (0.2128) loss_rec_sfr: 0.2526 (0.2727) loss_cl: -0.2793 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [14:04:43.131599] Epoch: [392] [1720/2904] eta: 0:14:54 lr: 0.001336 loss: 0.1739 (0.1868) loss_rec_all: 0.2000 (0.2128) loss_rec_sfr: 0.2531 (0.2726) loss_cl: -0.2789 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [14:04:58.051626] Epoch: [392] [1740/2904] eta: 0:14:39 lr: 0.001336 loss: 0.1867 (0.1870) loss_rec_all: 0.2128 (0.2129) loss_rec_sfr: 0.2611 (0.2732) loss_cl: -0.2782 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [14:05:12.959736] Epoch: [392] [1760/2904] eta: 0:14:24 lr: 0.001336 loss: 0.1751 (0.1869) loss_rec_all: 0.2012 (0.2129) loss_rec_sfr: 0.2473 (0.2730) loss_cl: -0.2784 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [14:05:27.877762] Epoch: [392] [1780/2904] eta: 0:14:09 lr: 0.001336 loss: 0.1767 (0.1869) loss_rec_all: 0.2027 (0.2129) loss_rec_sfr: 0.2530 (0.2730) loss_cl: -0.2782 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [14:05:42.794711] Epoch: [392] [1800/2904] eta: 0:13:53 lr: 0.001336 loss: 0.1757 (0.1869) loss_rec_all: 0.2016 (0.2129) loss_rec_sfr: 0.2559 (0.2731) loss_cl: -0.2782 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [14:05:57.707966] Epoch: [392] [1820/2904] eta: 0:13:38 lr: 0.001335 loss: 0.1776 (0.1869) loss_rec_all: 0.2037 (0.2129) loss_rec_sfr: 0.2534 (0.2730) loss_cl: -0.2793 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [14:06:12.626170] Epoch: [392] [1840/2904] eta: 0:13:23 lr: 0.001335 loss: 0.1792 (0.1869) loss_rec_all: 0.2053 (0.2129) loss_rec_sfr: 0.2580 (0.2730) loss_cl: -0.2793 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [14:06:27.543377] Epoch: [392] [1860/2904] eta: 0:13:08 lr: 0.001335 loss: 0.1796 (0.1869) loss_rec_all: 0.2057 (0.2129) loss_rec_sfr: 0.2548 (0.2731) loss_cl: -0.2796 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [14:06:42.460017] Epoch: [392] [1880/2904] eta: 0:12:53 lr: 0.001335 loss: 0.1772 (0.1869) loss_rec_all: 0.2035 (0.2128) loss_rec_sfr: 0.2528 (0.2730) loss_cl: -0.2787 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [14:06:57.375802] Epoch: [392] [1900/2904] eta: 0:12:37 lr: 0.001335 loss: 0.1750 (0.1869) loss_rec_all: 0.2012 (0.2129) loss_rec_sfr: 0.2179 (0.2730) loss_cl: -0.2782 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [14:07:12.288196] Epoch: [392] [1920/2904] eta: 0:12:22 lr: 0.001335 loss: 0.1766 (0.1869) loss_rec_all: 0.2025 (0.2129) loss_rec_sfr: 0.2547 (0.2729) loss_cl: -0.2784 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [14:07:27.199436] Epoch: [392] [1940/2904] eta: 0:12:07 lr: 0.001335 loss: 0.1769 (0.1869) loss_rec_all: 0.2027 (0.2128) loss_rec_sfr: 0.2566 (0.2727) loss_cl: -0.2783 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [14:07:42.108181] Epoch: [392] [1960/2904] eta: 0:11:52 lr: 0.001335 loss: 0.1783 (0.1869) loss_rec_all: 0.2043 (0.2129) loss_rec_sfr: 0.2598 (0.2729) loss_cl: -0.2786 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [14:07:57.021576] Epoch: [392] [1980/2904] eta: 0:11:37 lr: 0.001335 loss: 0.1779 (0.1869) loss_rec_all: 0.2039 (0.2129) loss_rec_sfr: 0.2154 (0.2727) loss_cl: -0.2791 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [14:08:11.941085] Epoch: [392] [2000/2904] eta: 0:11:22 lr: 0.001335 loss: 0.1753 (0.1869) loss_rec_all: 0.2013 (0.2129) loss_rec_sfr: 0.2333 (0.2725) loss_cl: -0.2796 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [14:08:26.861009] Epoch: [392] [2020/2904] eta: 0:11:06 lr: 0.001335 loss: 0.1763 (0.1869) loss_rec_all: 0.2024 (0.2129) loss_rec_sfr: 0.2544 (0.2726) loss_cl: -0.2792 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [14:08:41.776462] Epoch: [392] [2040/2904] eta: 0:10:51 lr: 0.001335 loss: 0.1758 (0.1868) loss_rec_all: 0.2017 (0.2128) loss_rec_sfr: 0.2474 (0.2724) loss_cl: -0.2788 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [14:08:56.690101] Epoch: [392] [2060/2904] eta: 0:10:36 lr: 0.001335 loss: 0.1739 (0.1869) loss_rec_all: 0.2004 (0.2128) loss_rec_sfr: 0.2529 (0.2724) loss_cl: -0.2786 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [14:09:11.604695] Epoch: [392] [2080/2904] eta: 0:10:21 lr: 0.001335 loss: 0.1774 (0.1868) loss_rec_all: 0.2035 (0.2128) loss_rec_sfr: 0.2572 (0.2723) loss_cl: -0.2797 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [14:09:26.520133] Epoch: [392] [2100/2904] eta: 0:10:06 lr: 0.001335 loss: 0.1772 (0.1868) loss_rec_all: 0.2036 (0.2128) loss_rec_sfr: 0.2454 (0.2722) loss_cl: -0.2797 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [14:09:41.436944] Epoch: [392] [2120/2904] eta: 0:09:51 lr: 0.001335 loss: 0.1760 (0.1868) loss_rec_all: 0.2021 (0.2128) loss_rec_sfr: 0.2581 (0.2720) loss_cl: -0.2790 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [14:09:56.349589] Epoch: [392] [2140/2904] eta: 0:09:35 lr: 0.001335 loss: 0.1734 (0.1867) loss_rec_all: 0.1998 (0.2127) loss_rec_sfr: 0.2483 (0.2717) loss_cl: -0.2783 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [14:10:11.262534] Epoch: [392] [2160/2904] eta: 0:09:20 lr: 0.001335 loss: 0.1787 (0.1866) loss_rec_all: 0.2048 (0.2126) loss_rec_sfr: 0.2475 (0.2715) loss_cl: -0.2787 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [14:10:26.174648] Epoch: [392] [2180/2904] eta: 0:09:05 lr: 0.001335 loss: 0.1757 (0.1866) loss_rec_all: 0.2020 (0.2126) loss_rec_sfr: 0.2463 (0.2714) loss_cl: -0.2782 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [14:10:41.087395] Epoch: [392] [2200/2904] eta: 0:08:50 lr: 0.001335 loss: 0.1735 (0.1866) loss_rec_all: 0.1997 (0.2126) loss_rec_sfr: 0.2166 (0.2711) loss_cl: -0.2792 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [14:10:56.003656] Epoch: [392] [2220/2904] eta: 0:08:35 lr: 0.001335 loss: 0.1771 (0.1865) loss_rec_all: 0.2032 (0.2125) loss_rec_sfr: 0.2476 (0.2709) loss_cl: -0.2800 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [14:11:10.919041] Epoch: [392] [2240/2904] eta: 0:08:20 lr: 0.001335 loss: 0.1756 (0.1865) loss_rec_all: 0.2021 (0.2125) loss_rec_sfr: 0.2240 (0.2706) loss_cl: -0.2794 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [14:11:25.836197] Epoch: [392] [2260/2904] eta: 0:08:05 lr: 0.001335 loss: 0.1816 (0.1865) loss_rec_all: 0.2080 (0.2125) loss_rec_sfr: 0.2491 (0.2708) loss_cl: -0.2787 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [14:11:40.749530] Epoch: [392] [2280/2904] eta: 0:07:50 lr: 0.001335 loss: 0.1766 (0.1866) loss_rec_all: 0.2026 (0.2125) loss_rec_sfr: 0.2592 (0.2709) loss_cl: -0.2781 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [14:11:55.667652] Epoch: [392] [2300/2904] eta: 0:07:35 lr: 0.001335 loss: 0.1755 (0.1865) loss_rec_all: 0.2017 (0.2125) loss_rec_sfr: 0.2567 (0.2708) loss_cl: -0.2774 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [14:12:10.581777] Epoch: [392] [2320/2904] eta: 0:07:19 lr: 0.001335 loss: 0.1747 (0.1866) loss_rec_all: 0.2008 (0.2125) loss_rec_sfr: 0.2477 (0.2709) loss_cl: -0.2791 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [14:12:25.496252] Epoch: [392] [2340/2904] eta: 0:07:04 lr: 0.001335 loss: 0.1732 (0.1865) loss_rec_all: 0.1997 (0.2125) loss_rec_sfr: 0.2520 (0.2707) loss_cl: -0.2800 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [14:12:40.408863] Epoch: [392] [2360/2904] eta: 0:06:49 lr: 0.001335 loss: 0.1830 (0.1865) loss_rec_all: 0.2093 (0.2125) loss_rec_sfr: 0.2528 (0.2709) loss_cl: -0.2801 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [14:12:55.326069] Epoch: [392] [2380/2904] eta: 0:06:34 lr: 0.001335 loss: 0.1724 (0.1865) loss_rec_all: 0.1989 (0.2125) loss_rec_sfr: 0.2494 (0.2707) loss_cl: -0.2790 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [14:13:10.244520] Epoch: [392] [2400/2904] eta: 0:06:19 lr: 0.001335 loss: 0.1760 (0.1864) loss_rec_all: 0.2024 (0.2124) loss_rec_sfr: 0.2467 (0.2704) loss_cl: -0.2785 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [14:13:25.162237] Epoch: [392] [2420/2904] eta: 0:06:04 lr: 0.001334 loss: 0.1745 (0.1864) loss_rec_all: 0.2005 (0.2124) loss_rec_sfr: 0.2480 (0.2702) loss_cl: -0.2789 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [14:13:40.082406] Epoch: [392] [2440/2904] eta: 0:05:49 lr: 0.001334 loss: 0.1798 (0.1864) loss_rec_all: 0.2058 (0.2124) loss_rec_sfr: 0.2611 (0.2704) loss_cl: -0.2787 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [14:13:54.999707] Epoch: [392] [2460/2904] eta: 0:05:34 lr: 0.001334 loss: 0.1770 (0.1865) loss_rec_all: 0.2030 (0.2124) loss_rec_sfr: 0.2604 (0.2705) loss_cl: -0.2784 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [14:14:09.918136] Epoch: [392] [2480/2904] eta: 0:05:19 lr: 0.001334 loss: 0.1808 (0.1865) loss_rec_all: 0.2071 (0.2125) loss_rec_sfr: 0.2778 (0.2708) loss_cl: -0.2794 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [14:14:24.833915] Epoch: [392] [2500/2904] eta: 0:05:04 lr: 0.001334 loss: 0.1775 (0.1865) loss_rec_all: 0.2036 (0.2125) loss_rec_sfr: 0.2572 (0.2708) loss_cl: -0.2798 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [14:14:39.744750] Epoch: [392] [2520/2904] eta: 0:04:49 lr: 0.001334 loss: 0.1773 (0.1865) loss_rec_all: 0.2038 (0.2125) loss_rec_sfr: 0.2227 (0.2706) loss_cl: -0.2786 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [14:14:54.658706] Epoch: [392] [2540/2904] eta: 0:04:33 lr: 0.001334 loss: 0.1797 (0.1865) loss_rec_all: 0.2055 (0.2125) loss_rec_sfr: 0.2606 (0.2708) loss_cl: -0.2787 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [14:15:09.574078] Epoch: [392] [2560/2904] eta: 0:04:18 lr: 0.001334 loss: 0.1777 (0.1865) loss_rec_all: 0.2037 (0.2125) loss_rec_sfr: 0.2548 (0.2708) loss_cl: -0.2788 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [14:15:24.484596] Epoch: [392] [2580/2904] eta: 0:04:03 lr: 0.001334 loss: 0.1758 (0.1865) loss_rec_all: 0.2022 (0.2125) loss_rec_sfr: 0.2445 (0.2706) loss_cl: -0.2793 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [14:15:39.402721] Epoch: [392] [2600/2904] eta: 0:03:48 lr: 0.001334 loss: 0.1752 (0.1865) loss_rec_all: 0.2016 (0.2125) loss_rec_sfr: 0.2527 (0.2706) loss_cl: -0.2790 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [14:15:54.322849] Epoch: [392] [2620/2904] eta: 0:03:33 lr: 0.001334 loss: 0.1757 (0.1865) loss_rec_all: 0.2020 (0.2125) loss_rec_sfr: 0.2525 (0.2706) loss_cl: -0.2791 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [14:16:09.241074] Epoch: [392] [2640/2904] eta: 0:03:18 lr: 0.001334 loss: 0.1778 (0.1865) loss_rec_all: 0.2039 (0.2125) loss_rec_sfr: 0.2643 (0.2708) loss_cl: -0.2792 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [14:16:24.160103] Epoch: [392] [2660/2904] eta: 0:03:03 lr: 0.001334 loss: 0.1732 (0.1865) loss_rec_all: 0.1994 (0.2125) loss_rec_sfr: 0.2354 (0.2706) loss_cl: -0.2786 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [14:16:39.073193] Epoch: [392] [2680/2904] eta: 0:02:48 lr: 0.001334 loss: 0.1782 (0.1865) loss_rec_all: 0.2044 (0.2125) loss_rec_sfr: 0.2530 (0.2707) loss_cl: -0.2789 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [14:16:53.991331] Epoch: [392] [2700/2904] eta: 0:02:33 lr: 0.001334 loss: 0.1802 (0.1865) loss_rec_all: 0.2061 (0.2125) loss_rec_sfr: 0.2537 (0.2708) loss_cl: -0.2791 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [14:17:08.906525] Epoch: [392] [2720/2904] eta: 0:02:18 lr: 0.001334 loss: 0.1777 (0.1865) loss_rec_all: 0.2041 (0.2125) loss_rec_sfr: 0.2574 (0.2709) loss_cl: -0.2787 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [14:17:23.826192] Epoch: [392] [2740/2904] eta: 0:02:03 lr: 0.001334 loss: 0.1754 (0.1865) loss_rec_all: 0.2014 (0.2125) loss_rec_sfr: 0.2431 (0.2709) loss_cl: -0.2785 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [14:17:38.748119] Epoch: [392] [2760/2904] eta: 0:01:48 lr: 0.001334 loss: 0.1772 (0.1865) loss_rec_all: 0.2033 (0.2125) loss_rec_sfr: 0.2511 (0.2709) loss_cl: -0.2787 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [14:17:53.666696] Epoch: [392] [2780/2904] eta: 0:01:33 lr: 0.001334 loss: 0.1744 (0.1865) loss_rec_all: 0.2005 (0.2125) loss_rec_sfr: 0.2543 (0.2708) loss_cl: -0.2783 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [14:18:08.583911] Epoch: [392] [2800/2904] eta: 0:01:18 lr: 0.001334 loss: 0.1766 (0.1864) loss_rec_all: 0.2033 (0.2124) loss_rec_sfr: 0.2513 (0.2706) loss_cl: -0.2795 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [14:18:23.500808] Epoch: [392] [2820/2904] eta: 0:01:03 lr: 0.001334 loss: 0.1775 (0.1864) loss_rec_all: 0.2036 (0.2124) loss_rec_sfr: 0.2569 (0.2706) loss_cl: -0.2796 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [14:18:38.447291] Epoch: [392] [2840/2904] eta: 0:00:48 lr: 0.001334 loss: 0.1783 (0.1865) loss_rec_all: 0.2046 (0.2125) loss_rec_sfr: 0.2591 (0.2709) loss_cl: -0.2791 (-0.2789) time: 0.7473 data: 0.0023 max mem: 29860 [14:18:53.348872] Epoch: [392] [2860/2904] eta: 0:00:33 lr: 0.001334 loss: 0.1792 (0.1865) loss_rec_all: 0.2056 (0.2125) loss_rec_sfr: 0.2584 (0.2708) loss_cl: -0.2786 (-0.2789) time: 0.7450 data: 0.0001 max mem: 29860 [14:19:08.252616] Epoch: [392] [2880/2904] eta: 0:00:18 lr: 0.001334 loss: 0.1814 (0.1865) loss_rec_all: 0.2077 (0.2125) loss_rec_sfr: 0.2550 (0.2708) loss_cl: -0.2789 (-0.2789) time: 0.7451 data: 0.0001 max mem: 29860 [14:19:23.157869] Epoch: [392] [2900/2904] eta: 0:00:03 lr: 0.001334 loss: 0.1779 (0.1865) loss_rec_all: 0.2040 (0.2125) loss_rec_sfr: 0.2579 (0.2708) loss_cl: -0.2787 (-0.2789) time: 0.7452 data: 0.0001 max mem: 29860 [14:19:25.399686] Epoch: [392] [2903/2904] eta: 0:00:00 lr: 0.001334 loss: 0.1779 (0.1865) loss_rec_all: 0.2040 (0.2125) loss_rec_sfr: 0.2554 (0.2708) loss_cl: -0.2787 (-0.2789) time: 0.7451 data: 0.0001 max mem: 29860 [14:19:27.672816] Epoch: [392] Total time: 0:36:25 (0.7526 s / it) [14:19:27.677230] Averaged stats: lr: 0.001334 loss: 0.1779 (0.1890) loss_rec_all: 0.2040 (0.2126) loss_rec_sfr: 0.2554 (0.2716) loss_cl: -0.2787 (-0.2557) [14:19:27.683870] log_dir: ./checkpoint/VF2_ViT-B [14:19:44.299531] Epoch: [393] [ 0/2904] eta: 13:24:09 lr: 0.001334 loss: 0.1641 (0.1641) loss_rec_all: 0.1905 (0.1905) loss_rec_sfr: 0.1838 (0.1838) loss_cl: -0.2767 (-0.2767) time: 16.6147 data: 15.2452 max mem: 29860 [14:20:00.886417] Epoch: [393] [ 20/2904] eta: 1:15:59 lr: 0.001334 loss: 0.1778 (0.1861) loss_rec_all: 0.2038 (0.2121) loss_rec_sfr: 0.2523 (0.2683) loss_cl: -0.2785 (-0.2782) time: 0.8293 data: 0.0842 max mem: 29860 [14:20:15.802890] Epoch: [393] [ 40/2904] eta: 0:56:01 lr: 0.001334 loss: 0.1767 (0.1832) loss_rec_all: 0.2028 (0.2093) loss_rec_sfr: 0.2479 (0.2551) loss_cl: -0.2796 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [14:20:30.723101] Epoch: [393] [ 60/2904] eta: 0:48:58 lr: 0.001334 loss: 0.1725 (0.1836) loss_rec_all: 0.1991 (0.2098) loss_rec_sfr: 0.2492 (0.2581) loss_cl: -0.2803 (-0.2793) time: 0.7460 data: 0.0003 max mem: 29860 [14:20:45.648779] Epoch: [393] [ 80/2904] eta: 0:45:17 lr: 0.001334 loss: 0.1754 (0.1846) loss_rec_all: 0.2017 (0.2107) loss_rec_sfr: 0.2517 (0.2632) loss_cl: -0.2798 (-0.2795) time: 0.7462 data: 0.0002 max mem: 29860 [14:21:00.580747] Epoch: [393] [ 100/2904] eta: 0:42:58 lr: 0.001333 loss: 0.1772 (0.1849) loss_rec_all: 0.2033 (0.2110) loss_rec_sfr: 0.2560 (0.2668) loss_cl: -0.2793 (-0.2794) time: 0.7466 data: 0.0003 max mem: 29860 [14:21:15.524352] Epoch: [393] [ 120/2904] eta: 0:41:21 lr: 0.001333 loss: 0.1751 (0.1860) loss_rec_all: 0.2013 (0.2120) loss_rec_sfr: 0.2542 (0.2699) loss_cl: -0.2785 (-0.2792) time: 0.7471 data: 0.0002 max mem: 29860 [14:21:30.461966] Epoch: [393] [ 140/2904] eta: 0:40:06 lr: 0.001333 loss: 0.1730 (0.1852) loss_rec_all: 0.1991 (0.2112) loss_rec_sfr: 0.2498 (0.2674) loss_cl: -0.2772 (-0.2790) time: 0.7468 data: 0.0003 max mem: 29860 [14:21:45.385963] Epoch: [393] [ 160/2904] eta: 0:39:06 lr: 0.001333 loss: 0.1764 (0.1862) loss_rec_all: 0.2029 (0.2122) loss_rec_sfr: 0.2501 (0.2711) loss_cl: -0.2785 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [14:22:00.330006] Epoch: [393] [ 180/2904] eta: 0:38:17 lr: 0.001333 loss: 0.1785 (0.1861) loss_rec_all: 0.2045 (0.2121) loss_rec_sfr: 0.2536 (0.2705) loss_cl: -0.2791 (-0.2789) time: 0.7472 data: 0.0002 max mem: 29860 [14:22:15.248226] Epoch: [393] [ 200/2904] eta: 0:37:34 lr: 0.001333 loss: 0.1733 (0.1861) loss_rec_all: 0.1999 (0.2120) loss_rec_sfr: 0.2561 (0.2715) loss_cl: -0.2797 (-0.2790) time: 0.7459 data: 0.0002 max mem: 29860 [14:22:30.336329] Epoch: [393] [ 220/2904] eta: 0:36:58 lr: 0.001333 loss: 0.1729 (0.1853) loss_rec_all: 0.1994 (0.2113) loss_rec_sfr: 0.2560 (0.2693) loss_cl: -0.2786 (-0.2790) time: 0.7544 data: 0.0002 max mem: 29860 [14:22:45.263283] Epoch: [393] [ 240/2904] eta: 0:36:23 lr: 0.001333 loss: 0.1784 (0.1854) loss_rec_all: 0.2046 (0.2114) loss_rec_sfr: 0.2463 (0.2686) loss_cl: -0.2787 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [14:23:00.179395] Epoch: [393] [ 260/2904] eta: 0:35:52 lr: 0.001333 loss: 0.1783 (0.1855) loss_rec_all: 0.2045 (0.2115) loss_rec_sfr: 0.2522 (0.2687) loss_cl: -0.2785 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [14:23:15.101973] Epoch: [393] [ 280/2904] eta: 0:35:23 lr: 0.001333 loss: 0.1765 (0.1854) loss_rec_all: 0.2025 (0.2114) loss_rec_sfr: 0.2555 (0.2684) loss_cl: -0.2791 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [14:23:30.037916] Epoch: [393] [ 300/2904] eta: 0:34:56 lr: 0.001333 loss: 0.1753 (0.1855) loss_rec_all: 0.2015 (0.2115) loss_rec_sfr: 0.2600 (0.2695) loss_cl: -0.2783 (-0.2789) time: 0.7468 data: 0.0002 max mem: 29860 [14:23:44.957941] Epoch: [393] [ 320/2904] eta: 0:34:30 lr: 0.001333 loss: 0.1785 (0.1856) loss_rec_all: 0.2048 (0.2116) loss_rec_sfr: 0.2549 (0.2698) loss_cl: -0.2794 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [14:23:59.879239] Epoch: [393] [ 340/2904] eta: 0:34:06 lr: 0.001333 loss: 0.1754 (0.1854) loss_rec_all: 0.2014 (0.2114) loss_rec_sfr: 0.2511 (0.2688) loss_cl: -0.2789 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [14:24:14.796183] Epoch: [393] [ 360/2904] eta: 0:33:43 lr: 0.001333 loss: 0.1819 (0.1860) loss_rec_all: 0.2078 (0.2120) loss_rec_sfr: 0.2567 (0.2707) loss_cl: -0.2784 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [14:24:29.720910] Epoch: [393] [ 380/2904] eta: 0:33:20 lr: 0.001333 loss: 0.1758 (0.1858) loss_rec_all: 0.2020 (0.2118) loss_rec_sfr: 0.2567 (0.2702) loss_cl: -0.2791 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [14:24:44.642374] Epoch: [393] [ 400/2904] eta: 0:32:59 lr: 0.001333 loss: 0.1775 (0.1857) loss_rec_all: 0.2035 (0.2117) loss_rec_sfr: 0.2596 (0.2700) loss_cl: -0.2791 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [14:24:59.566511] Epoch: [393] [ 420/2904] eta: 0:32:38 lr: 0.001333 loss: 0.1718 (0.1856) loss_rec_all: 0.1978 (0.2116) loss_rec_sfr: 0.2476 (0.2696) loss_cl: -0.2789 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [14:25:14.492807] Epoch: [393] [ 440/2904] eta: 0:32:17 lr: 0.001333 loss: 0.1770 (0.1856) loss_rec_all: 0.2033 (0.2116) loss_rec_sfr: 0.2483 (0.2695) loss_cl: -0.2785 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [14:25:29.412610] Epoch: [393] [ 460/2904] eta: 0:31:57 lr: 0.001333 loss: 0.1755 (0.1856) loss_rec_all: 0.2019 (0.2116) loss_rec_sfr: 0.2513 (0.2696) loss_cl: -0.2793 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [14:25:44.325584] Epoch: [393] [ 480/2904] eta: 0:31:37 lr: 0.001333 loss: 0.1796 (0.1857) loss_rec_all: 0.2063 (0.2117) loss_rec_sfr: 0.2482 (0.2691) loss_cl: -0.2790 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [14:25:59.241860] Epoch: [393] [ 500/2904] eta: 0:31:18 lr: 0.001333 loss: 0.1744 (0.1853) loss_rec_all: 0.2005 (0.2113) loss_rec_sfr: 0.2517 (0.2678) loss_cl: -0.2787 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [14:26:14.155609] Epoch: [393] [ 520/2904] eta: 0:30:59 lr: 0.001333 loss: 0.1762 (0.1852) loss_rec_all: 0.2024 (0.2112) loss_rec_sfr: 0.2207 (0.2671) loss_cl: -0.2787 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [14:26:29.070495] Epoch: [393] [ 540/2904] eta: 0:30:41 lr: 0.001333 loss: 0.1775 (0.1854) loss_rec_all: 0.2040 (0.2114) loss_rec_sfr: 0.2493 (0.2679) loss_cl: -0.2787 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [14:26:43.988017] Epoch: [393] [ 560/2904] eta: 0:30:22 lr: 0.001333 loss: 0.1772 (0.1855) loss_rec_all: 0.2035 (0.2115) loss_rec_sfr: 0.2544 (0.2682) loss_cl: -0.2797 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [14:26:58.905948] Epoch: [393] [ 580/2904] eta: 0:30:04 lr: 0.001333 loss: 0.1739 (0.1853) loss_rec_all: 0.2001 (0.2113) loss_rec_sfr: 0.2502 (0.2678) loss_cl: -0.2799 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [14:27:13.824328] Epoch: [393] [ 600/2904] eta: 0:29:46 lr: 0.001333 loss: 0.1790 (0.1857) loss_rec_all: 0.2054 (0.2117) loss_rec_sfr: 0.2600 (0.2688) loss_cl: -0.2793 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [14:27:28.740407] Epoch: [393] [ 620/2904] eta: 0:29:29 lr: 0.001333 loss: 0.1746 (0.1858) loss_rec_all: 0.2007 (0.2118) loss_rec_sfr: 0.2587 (0.2695) loss_cl: -0.2786 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [14:27:43.654852] Epoch: [393] [ 640/2904] eta: 0:29:11 lr: 0.001333 loss: 0.1764 (0.1857) loss_rec_all: 0.2026 (0.2117) loss_rec_sfr: 0.2535 (0.2691) loss_cl: -0.2792 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [14:27:58.566550] Epoch: [393] [ 660/2904] eta: 0:28:54 lr: 0.001333 loss: 0.1786 (0.1860) loss_rec_all: 0.2048 (0.2120) loss_rec_sfr: 0.2581 (0.2700) loss_cl: -0.2788 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [14:28:13.480762] Epoch: [393] [ 680/2904] eta: 0:28:37 lr: 0.001332 loss: 0.1740 (0.1861) loss_rec_all: 0.2004 (0.2121) loss_rec_sfr: 0.2506 (0.2703) loss_cl: -0.2792 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [14:28:28.394043] Epoch: [393] [ 700/2904] eta: 0:28:19 lr: 0.001332 loss: 0.1788 (0.1861) loss_rec_all: 0.2051 (0.2121) loss_rec_sfr: 0.2527 (0.2702) loss_cl: -0.2789 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [14:28:43.313080] Epoch: [393] [ 720/2904] eta: 0:28:02 lr: 0.001332 loss: 0.1740 (0.1861) loss_rec_all: 0.2004 (0.2121) loss_rec_sfr: 0.2563 (0.2702) loss_cl: -0.2793 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [14:28:58.225981] Epoch: [393] [ 740/2904] eta: 0:27:46 lr: 0.001332 loss: 0.1773 (0.1860) loss_rec_all: 0.2033 (0.2120) loss_rec_sfr: 0.2571 (0.2702) loss_cl: -0.2791 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [14:29:13.140828] Epoch: [393] [ 760/2904] eta: 0:27:29 lr: 0.001332 loss: 0.1794 (0.1862) loss_rec_all: 0.2056 (0.2122) loss_rec_sfr: 0.2580 (0.2704) loss_cl: -0.2784 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [14:29:28.059575] Epoch: [393] [ 780/2904] eta: 0:27:12 lr: 0.001332 loss: 0.1772 (0.1861) loss_rec_all: 0.2032 (0.2121) loss_rec_sfr: 0.2625 (0.2705) loss_cl: -0.2787 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [14:29:42.974096] Epoch: [393] [ 800/2904] eta: 0:26:56 lr: 0.001332 loss: 0.1747 (0.1862) loss_rec_all: 0.2007 (0.2122) loss_rec_sfr: 0.2629 (0.2709) loss_cl: -0.2795 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [14:29:57.892133] Epoch: [393] [ 820/2904] eta: 0:26:39 lr: 0.001332 loss: 0.1805 (0.1863) loss_rec_all: 0.2066 (0.2123) loss_rec_sfr: 0.2543 (0.2712) loss_cl: -0.2797 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [14:30:12.811849] Epoch: [393] [ 840/2904] eta: 0:26:23 lr: 0.001332 loss: 0.1762 (0.1863) loss_rec_all: 0.2023 (0.2123) loss_rec_sfr: 0.2511 (0.2713) loss_cl: -0.2790 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [14:30:27.734671] Epoch: [393] [ 860/2904] eta: 0:26:06 lr: 0.001332 loss: 0.1773 (0.1862) loss_rec_all: 0.2033 (0.2122) loss_rec_sfr: 0.2466 (0.2706) loss_cl: -0.2794 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [14:30:42.656169] Epoch: [393] [ 880/2904] eta: 0:25:50 lr: 0.001332 loss: 0.1783 (0.1862) loss_rec_all: 0.2044 (0.2122) loss_rec_sfr: 0.2623 (0.2706) loss_cl: -0.2792 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [14:30:57.576726] Epoch: [393] [ 900/2904] eta: 0:25:34 lr: 0.001332 loss: 0.1745 (0.1862) loss_rec_all: 0.2010 (0.2122) loss_rec_sfr: 0.2574 (0.2705) loss_cl: -0.2790 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [14:31:12.493484] Epoch: [393] [ 920/2904] eta: 0:25:18 lr: 0.001332 loss: 0.1754 (0.1862) loss_rec_all: 0.2016 (0.2122) loss_rec_sfr: 0.2572 (0.2704) loss_cl: -0.2785 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [14:31:27.416829] Epoch: [393] [ 940/2904] eta: 0:25:02 lr: 0.001332 loss: 0.1787 (0.1863) loss_rec_all: 0.2048 (0.2122) loss_rec_sfr: 0.2613 (0.2705) loss_cl: -0.2787 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [14:31:42.333588] Epoch: [393] [ 960/2904] eta: 0:24:46 lr: 0.001332 loss: 0.1806 (0.1863) loss_rec_all: 0.2070 (0.2123) loss_rec_sfr: 0.2227 (0.2704) loss_cl: -0.2794 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [14:31:57.260194] Epoch: [393] [ 980/2904] eta: 0:24:30 lr: 0.001332 loss: 0.1743 (0.1862) loss_rec_all: 0.2005 (0.2122) loss_rec_sfr: 0.2522 (0.2702) loss_cl: -0.2797 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [14:32:12.179393] Epoch: [393] [1000/2904] eta: 0:24:14 lr: 0.001332 loss: 0.1750 (0.1862) loss_rec_all: 0.2012 (0.2122) loss_rec_sfr: 0.2500 (0.2705) loss_cl: -0.2790 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [14:32:27.098974] Epoch: [393] [1020/2904] eta: 0:23:58 lr: 0.001332 loss: 0.1744 (0.1861) loss_rec_all: 0.2011 (0.2121) loss_rec_sfr: 0.2488 (0.2700) loss_cl: -0.2794 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [14:32:42.020349] Epoch: [393] [1040/2904] eta: 0:23:42 lr: 0.001332 loss: 0.1790 (0.1862) loss_rec_all: 0.2054 (0.2122) loss_rec_sfr: 0.2540 (0.2701) loss_cl: -0.2787 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [14:32:56.938480] Epoch: [393] [1060/2904] eta: 0:23:26 lr: 0.001332 loss: 0.1747 (0.1861) loss_rec_all: 0.2009 (0.2121) loss_rec_sfr: 0.2512 (0.2702) loss_cl: -0.2788 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [14:33:11.858920] Epoch: [393] [1080/2904] eta: 0:23:10 lr: 0.001332 loss: 0.1765 (0.1860) loss_rec_all: 0.2025 (0.2120) loss_rec_sfr: 0.2593 (0.2699) loss_cl: -0.2789 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [14:33:26.779042] Epoch: [393] [1100/2904] eta: 0:22:54 lr: 0.001332 loss: 0.1767 (0.1860) loss_rec_all: 0.2029 (0.2120) loss_rec_sfr: 0.2503 (0.2696) loss_cl: -0.2794 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [14:33:41.696357] Epoch: [393] [1120/2904] eta: 0:22:39 lr: 0.001332 loss: 0.1755 (0.1858) loss_rec_all: 0.2017 (0.2119) loss_rec_sfr: 0.2519 (0.2692) loss_cl: -0.2795 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [14:33:56.624481] Epoch: [393] [1140/2904] eta: 0:22:23 lr: 0.001332 loss: 0.1801 (0.1859) loss_rec_all: 0.2064 (0.2119) loss_rec_sfr: 0.2516 (0.2693) loss_cl: -0.2798 (-0.2790) time: 0.7464 data: 0.0002 max mem: 29860 [14:34:11.548211] Epoch: [393] [1160/2904] eta: 0:22:07 lr: 0.001332 loss: 0.1771 (0.1860) loss_rec_all: 0.2029 (0.2120) loss_rec_sfr: 0.2579 (0.2696) loss_cl: -0.2792 (-0.2790) time: 0.7461 data: 0.0002 max mem: 29860 [14:34:26.469265] Epoch: [393] [1180/2904] eta: 0:21:51 lr: 0.001332 loss: 0.1765 (0.1859) loss_rec_all: 0.2029 (0.2119) loss_rec_sfr: 0.2423 (0.2694) loss_cl: -0.2786 (-0.2790) time: 0.7460 data: 0.0002 max mem: 29860 [14:34:41.388873] Epoch: [393] [1200/2904] eta: 0:21:36 lr: 0.001332 loss: 0.1719 (0.1859) loss_rec_all: 0.1982 (0.2119) loss_rec_sfr: 0.2202 (0.2693) loss_cl: -0.2791 (-0.2790) time: 0.7459 data: 0.0002 max mem: 29860 [14:34:56.307628] Epoch: [393] [1220/2904] eta: 0:21:20 lr: 0.001332 loss: 0.1824 (0.1861) loss_rec_all: 0.2085 (0.2121) loss_rec_sfr: 0.2588 (0.2697) loss_cl: -0.2790 (-0.2790) time: 0.7459 data: 0.0002 max mem: 29860 [14:35:11.222767] Epoch: [393] [1240/2904] eta: 0:21:05 lr: 0.001332 loss: 0.1763 (0.1862) loss_rec_all: 0.2030 (0.2122) loss_rec_sfr: 0.2678 (0.2704) loss_cl: -0.2778 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [14:35:26.142361] Epoch: [393] [1260/2904] eta: 0:20:49 lr: 0.001332 loss: 0.1758 (0.1863) loss_rec_all: 0.2017 (0.2123) loss_rec_sfr: 0.2532 (0.2705) loss_cl: -0.2778 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [14:35:41.059571] Epoch: [393] [1280/2904] eta: 0:20:33 lr: 0.001331 loss: 0.1746 (0.1862) loss_rec_all: 0.2007 (0.2122) loss_rec_sfr: 0.2642 (0.2707) loss_cl: -0.2799 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [14:35:55.982909] Epoch: [393] [1300/2904] eta: 0:20:18 lr: 0.001331 loss: 0.1751 (0.1863) loss_rec_all: 0.2011 (0.2123) loss_rec_sfr: 0.2545 (0.2710) loss_cl: -0.2796 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [14:36:10.898711] Epoch: [393] [1320/2904] eta: 0:20:02 lr: 0.001331 loss: 0.1773 (0.1863) loss_rec_all: 0.2033 (0.2123) loss_rec_sfr: 0.2547 (0.2711) loss_cl: -0.2789 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [14:36:25.814375] Epoch: [393] [1340/2904] eta: 0:19:47 lr: 0.001331 loss: 0.1754 (0.1863) loss_rec_all: 0.2019 (0.2123) loss_rec_sfr: 0.2574 (0.2713) loss_cl: -0.2783 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [14:36:40.739579] Epoch: [393] [1360/2904] eta: 0:19:31 lr: 0.001331 loss: 0.1777 (0.1864) loss_rec_all: 0.2036 (0.2123) loss_rec_sfr: 0.2531 (0.2713) loss_cl: -0.2791 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [14:36:55.659557] Epoch: [393] [1380/2904] eta: 0:19:16 lr: 0.001331 loss: 0.1772 (0.1864) loss_rec_all: 0.2036 (0.2124) loss_rec_sfr: 0.2241 (0.2716) loss_cl: -0.2801 (-0.2790) time: 0.7460 data: 0.0002 max mem: 29860 [14:37:10.577398] Epoch: [393] [1400/2904] eta: 0:19:00 lr: 0.001331 loss: 0.1757 (0.1865) loss_rec_all: 0.2023 (0.2125) loss_rec_sfr: 0.2525 (0.2719) loss_cl: -0.2791 (-0.2790) time: 0.7459 data: 0.0002 max mem: 29860 [14:37:25.498293] Epoch: [393] [1420/2904] eta: 0:18:45 lr: 0.001331 loss: 0.1754 (0.1865) loss_rec_all: 0.2015 (0.2125) loss_rec_sfr: 0.2554 (0.2720) loss_cl: -0.2780 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [14:37:40.417686] Epoch: [393] [1440/2904] eta: 0:18:30 lr: 0.001331 loss: 0.1772 (0.1865) loss_rec_all: 0.2033 (0.2125) loss_rec_sfr: 0.2586 (0.2722) loss_cl: -0.2782 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [14:37:55.339080] Epoch: [393] [1460/2904] eta: 0:18:14 lr: 0.001331 loss: 0.1744 (0.1865) loss_rec_all: 0.2005 (0.2125) loss_rec_sfr: 0.2525 (0.2720) loss_cl: -0.2792 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [14:38:10.269378] Epoch: [393] [1480/2904] eta: 0:17:59 lr: 0.001331 loss: 0.1734 (0.1864) loss_rec_all: 0.1998 (0.2124) loss_rec_sfr: 0.2576 (0.2719) loss_cl: -0.2793 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [14:38:25.200668] Epoch: [393] [1500/2904] eta: 0:17:43 lr: 0.001331 loss: 0.1766 (0.1864) loss_rec_all: 0.2032 (0.2124) loss_rec_sfr: 0.2505 (0.2719) loss_cl: -0.2789 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [14:38:40.124644] Epoch: [393] [1520/2904] eta: 0:17:28 lr: 0.001331 loss: 0.1758 (0.1865) loss_rec_all: 0.2017 (0.2125) loss_rec_sfr: 0.2648 (0.2723) loss_cl: -0.2785 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [14:38:55.049337] Epoch: [393] [1540/2904] eta: 0:17:13 lr: 0.001331 loss: 0.1751 (0.1864) loss_rec_all: 0.2015 (0.2124) loss_rec_sfr: 0.2534 (0.2722) loss_cl: -0.2778 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [14:39:09.973880] Epoch: [393] [1560/2904] eta: 0:16:57 lr: 0.001331 loss: 0.1786 (0.1864) loss_rec_all: 0.2049 (0.2124) loss_rec_sfr: 0.2558 (0.2722) loss_cl: -0.2784 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [14:39:24.899445] Epoch: [393] [1580/2904] eta: 0:16:42 lr: 0.001331 loss: 0.1777 (0.1865) loss_rec_all: 0.2037 (0.2124) loss_rec_sfr: 0.2579 (0.2723) loss_cl: -0.2789 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [14:39:39.825978] Epoch: [393] [1600/2904] eta: 0:16:27 lr: 0.001331 loss: 0.1725 (0.1864) loss_rec_all: 0.1988 (0.2124) loss_rec_sfr: 0.2150 (0.2721) loss_cl: -0.2797 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [14:39:54.755023] Epoch: [393] [1620/2904] eta: 0:16:11 lr: 0.001331 loss: 0.1771 (0.1865) loss_rec_all: 0.2032 (0.2125) loss_rec_sfr: 0.2570 (0.2724) loss_cl: -0.2791 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [14:40:09.683037] Epoch: [393] [1640/2904] eta: 0:15:56 lr: 0.001331 loss: 0.1786 (0.1865) loss_rec_all: 0.2046 (0.2125) loss_rec_sfr: 0.2574 (0.2723) loss_cl: -0.2791 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [14:40:24.609851] Epoch: [393] [1660/2904] eta: 0:15:41 lr: 0.001331 loss: 0.1750 (0.1864) loss_rec_all: 0.2012 (0.2124) loss_rec_sfr: 0.2595 (0.2722) loss_cl: -0.2794 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [14:40:39.535331] Epoch: [393] [1680/2904] eta: 0:15:26 lr: 0.001331 loss: 0.1804 (0.1864) loss_rec_all: 0.2067 (0.2124) loss_rec_sfr: 0.2545 (0.2721) loss_cl: -0.2784 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [14:40:54.465798] Epoch: [393] [1700/2904] eta: 0:15:10 lr: 0.001331 loss: 0.1718 (0.1864) loss_rec_all: 0.1983 (0.2124) loss_rec_sfr: 0.2245 (0.2721) loss_cl: -0.2785 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [14:41:09.395353] Epoch: [393] [1720/2904] eta: 0:14:55 lr: 0.001331 loss: 0.1770 (0.1864) loss_rec_all: 0.2034 (0.2124) loss_rec_sfr: 0.2561 (0.2722) loss_cl: -0.2791 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [14:41:24.325203] Epoch: [393] [1740/2904] eta: 0:14:40 lr: 0.001331 loss: 0.1777 (0.1864) loss_rec_all: 0.2038 (0.2124) loss_rec_sfr: 0.2211 (0.2718) loss_cl: -0.2788 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [14:41:39.406911] Epoch: [393] [1760/2904] eta: 0:14:25 lr: 0.001331 loss: 0.1757 (0.1864) loss_rec_all: 0.2016 (0.2124) loss_rec_sfr: 0.2606 (0.2719) loss_cl: -0.2787 (-0.2789) time: 0.7540 data: 0.0002 max mem: 29860 [14:41:54.333706] Epoch: [393] [1780/2904] eta: 0:14:09 lr: 0.001331 loss: 0.1785 (0.1865) loss_rec_all: 0.2048 (0.2125) loss_rec_sfr: 0.2650 (0.2723) loss_cl: -0.2786 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [14:42:09.264482] Epoch: [393] [1800/2904] eta: 0:13:54 lr: 0.001331 loss: 0.1754 (0.1864) loss_rec_all: 0.2015 (0.2124) loss_rec_sfr: 0.2579 (0.2721) loss_cl: -0.2795 (-0.2789) time: 0.7465 data: 0.0003 max mem: 29860 [14:42:24.189950] Epoch: [393] [1820/2904] eta: 0:13:39 lr: 0.001331 loss: 0.1776 (0.1865) loss_rec_all: 0.2043 (0.2125) loss_rec_sfr: 0.2594 (0.2723) loss_cl: -0.2788 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [14:42:39.117701] Epoch: [393] [1840/2904] eta: 0:13:24 lr: 0.001331 loss: 0.1755 (0.1864) loss_rec_all: 0.2019 (0.2124) loss_rec_sfr: 0.2179 (0.2720) loss_cl: -0.2785 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [14:42:54.042099] Epoch: [393] [1860/2904] eta: 0:13:08 lr: 0.001330 loss: 0.1735 (0.1864) loss_rec_all: 0.1995 (0.2124) loss_rec_sfr: 0.2538 (0.2720) loss_cl: -0.2785 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [14:43:08.962563] Epoch: [393] [1880/2904] eta: 0:12:53 lr: 0.001330 loss: 0.1736 (0.1865) loss_rec_all: 0.2001 (0.2124) loss_rec_sfr: 0.2096 (0.2721) loss_cl: -0.2793 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [14:43:23.886797] Epoch: [393] [1900/2904] eta: 0:12:38 lr: 0.001330 loss: 0.1805 (0.1865) loss_rec_all: 0.2065 (0.2125) loss_rec_sfr: 0.2634 (0.2723) loss_cl: -0.2794 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [14:43:38.808816] Epoch: [393] [1920/2904] eta: 0:12:23 lr: 0.001330 loss: 0.1754 (0.1865) loss_rec_all: 0.2017 (0.2125) loss_rec_sfr: 0.2566 (0.2723) loss_cl: -0.2793 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [14:43:53.731385] Epoch: [393] [1940/2904] eta: 0:12:08 lr: 0.001330 loss: 0.1772 (0.1865) loss_rec_all: 0.2036 (0.2125) loss_rec_sfr: 0.2534 (0.2724) loss_cl: -0.2788 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [14:44:08.648340] Epoch: [393] [1960/2904] eta: 0:11:52 lr: 0.001330 loss: 0.1762 (0.1865) loss_rec_all: 0.2029 (0.2125) loss_rec_sfr: 0.2418 (0.2722) loss_cl: -0.2796 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [14:44:23.568452] Epoch: [393] [1980/2904] eta: 0:11:37 lr: 0.001330 loss: 0.1780 (0.1866) loss_rec_all: 0.2043 (0.2126) loss_rec_sfr: 0.2595 (0.2725) loss_cl: -0.2784 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [14:44:38.496593] Epoch: [393] [2000/2904] eta: 0:11:22 lr: 0.001330 loss: 0.1759 (0.1865) loss_rec_all: 0.2026 (0.2125) loss_rec_sfr: 0.2564 (0.2724) loss_cl: -0.2786 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [14:44:53.421818] Epoch: [393] [2020/2904] eta: 0:11:07 lr: 0.001330 loss: 0.1772 (0.1864) loss_rec_all: 0.2032 (0.2124) loss_rec_sfr: 0.2470 (0.2721) loss_cl: -0.2789 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [14:45:08.349282] Epoch: [393] [2040/2904] eta: 0:10:52 lr: 0.001330 loss: 0.1826 (0.1866) loss_rec_all: 0.2086 (0.2126) loss_rec_sfr: 0.2673 (0.2726) loss_cl: -0.2794 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [14:45:23.274554] Epoch: [393] [2060/2904] eta: 0:10:36 lr: 0.001330 loss: 0.1790 (0.1865) loss_rec_all: 0.2050 (0.2125) loss_rec_sfr: 0.2518 (0.2725) loss_cl: -0.2784 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [14:45:38.198413] Epoch: [393] [2080/2904] eta: 0:10:21 lr: 0.001330 loss: 0.1751 (0.1865) loss_rec_all: 0.2016 (0.2125) loss_rec_sfr: 0.2537 (0.2725) loss_cl: -0.2793 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [14:45:53.117515] Epoch: [393] [2100/2904] eta: 0:10:06 lr: 0.001330 loss: 0.1813 (0.1866) loss_rec_all: 0.2072 (0.2125) loss_rec_sfr: 0.2571 (0.2725) loss_cl: -0.2790 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [14:46:08.040167] Epoch: [393] [2120/2904] eta: 0:09:51 lr: 0.001330 loss: 0.1760 (0.1865) loss_rec_all: 0.2025 (0.2125) loss_rec_sfr: 0.2479 (0.2724) loss_cl: -0.2790 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [14:46:22.960158] Epoch: [393] [2140/2904] eta: 0:09:36 lr: 0.001330 loss: 0.1721 (0.1864) loss_rec_all: 0.1981 (0.2124) loss_rec_sfr: 0.2470 (0.2721) loss_cl: -0.2789 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [14:46:37.876842] Epoch: [393] [2160/2904] eta: 0:09:21 lr: 0.001330 loss: 0.1787 (0.1865) loss_rec_all: 0.2051 (0.2125) loss_rec_sfr: 0.2609 (0.2723) loss_cl: -0.2785 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [14:46:52.799066] Epoch: [393] [2180/2904] eta: 0:09:06 lr: 0.001330 loss: 0.1740 (0.1864) loss_rec_all: 0.2001 (0.2124) loss_rec_sfr: 0.2450 (0.2720) loss_cl: -0.2794 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [14:47:07.722169] Epoch: [393] [2200/2904] eta: 0:08:50 lr: 0.001330 loss: 0.1729 (0.1863) loss_rec_all: 0.1993 (0.2123) loss_rec_sfr: 0.2176 (0.2716) loss_cl: -0.2791 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [14:47:22.641056] Epoch: [393] [2220/2904] eta: 0:08:35 lr: 0.001330 loss: 0.1773 (0.1863) loss_rec_all: 0.2039 (0.2123) loss_rec_sfr: 0.2600 (0.2717) loss_cl: -0.2786 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [14:47:37.559147] Epoch: [393] [2240/2904] eta: 0:08:20 lr: 0.001330 loss: 0.1754 (0.1864) loss_rec_all: 0.2015 (0.2124) loss_rec_sfr: 0.2543 (0.2718) loss_cl: -0.2788 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [14:47:52.483139] Epoch: [393] [2260/2904] eta: 0:08:05 lr: 0.001330 loss: 0.1766 (0.1864) loss_rec_all: 0.2026 (0.2124) loss_rec_sfr: 0.2575 (0.2721) loss_cl: -0.2792 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [14:48:07.406568] Epoch: [393] [2280/2904] eta: 0:07:50 lr: 0.001330 loss: 0.1764 (0.1864) loss_rec_all: 0.2029 (0.2124) loss_rec_sfr: 0.2421 (0.2720) loss_cl: -0.2792 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [14:48:22.331516] Epoch: [393] [2300/2904] eta: 0:07:35 lr: 0.001330 loss: 0.1783 (0.1864) loss_rec_all: 0.2044 (0.2124) loss_rec_sfr: 0.2522 (0.2721) loss_cl: -0.2785 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [14:48:37.254383] Epoch: [393] [2320/2904] eta: 0:07:20 lr: 0.001330 loss: 0.1782 (0.1865) loss_rec_all: 0.2045 (0.2125) loss_rec_sfr: 0.2631 (0.2723) loss_cl: -0.2789 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [14:48:52.174795] Epoch: [393] [2340/2904] eta: 0:07:05 lr: 0.001330 loss: 0.1768 (0.1865) loss_rec_all: 0.2029 (0.2124) loss_rec_sfr: 0.2550 (0.2722) loss_cl: -0.2798 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [14:49:07.091585] Epoch: [393] [2360/2904] eta: 0:06:49 lr: 0.001330 loss: 0.1758 (0.1865) loss_rec_all: 0.2025 (0.2125) loss_rec_sfr: 0.2461 (0.2722) loss_cl: -0.2797 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [14:49:22.004932] Epoch: [393] [2380/2904] eta: 0:06:34 lr: 0.001330 loss: 0.1741 (0.1864) loss_rec_all: 0.2006 (0.2124) loss_rec_sfr: 0.2125 (0.2720) loss_cl: -0.2792 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [14:49:36.924203] Epoch: [393] [2400/2904] eta: 0:06:19 lr: 0.001330 loss: 0.1740 (0.1864) loss_rec_all: 0.2003 (0.2124) loss_rec_sfr: 0.2629 (0.2720) loss_cl: -0.2783 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [14:49:51.845316] Epoch: [393] [2420/2904] eta: 0:06:04 lr: 0.001330 loss: 0.1757 (0.1864) loss_rec_all: 0.2020 (0.2124) loss_rec_sfr: 0.2557 (0.2719) loss_cl: -0.2781 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [14:50:06.769232] Epoch: [393] [2440/2904] eta: 0:05:49 lr: 0.001330 loss: 0.1734 (0.1863) loss_rec_all: 0.1998 (0.2123) loss_rec_sfr: 0.2446 (0.2717) loss_cl: -0.2791 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [14:50:21.688729] Epoch: [393] [2460/2904] eta: 0:05:34 lr: 0.001329 loss: 0.1803 (0.1864) loss_rec_all: 0.2066 (0.2124) loss_rec_sfr: 0.2563 (0.2717) loss_cl: -0.2795 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [14:50:36.605895] Epoch: [393] [2480/2904] eta: 0:05:19 lr: 0.001329 loss: 0.1796 (0.1864) loss_rec_all: 0.2058 (0.2124) loss_rec_sfr: 0.2513 (0.2716) loss_cl: -0.2792 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [14:50:51.521527] Epoch: [393] [2500/2904] eta: 0:05:04 lr: 0.001329 loss: 0.1799 (0.1864) loss_rec_all: 0.2060 (0.2124) loss_rec_sfr: 0.2592 (0.2719) loss_cl: -0.2788 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [14:51:06.438479] Epoch: [393] [2520/2904] eta: 0:04:49 lr: 0.001329 loss: 0.1768 (0.1864) loss_rec_all: 0.2029 (0.2124) loss_rec_sfr: 0.2174 (0.2717) loss_cl: -0.2790 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [14:51:21.360145] Epoch: [393] [2540/2904] eta: 0:04:34 lr: 0.001329 loss: 0.1751 (0.1864) loss_rec_all: 0.2013 (0.2124) loss_rec_sfr: 0.2524 (0.2718) loss_cl: -0.2783 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [14:51:36.279576] Epoch: [393] [2560/2904] eta: 0:04:19 lr: 0.001329 loss: 0.1765 (0.1864) loss_rec_all: 0.2028 (0.2124) loss_rec_sfr: 0.2538 (0.2718) loss_cl: -0.2784 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [14:51:51.200175] Epoch: [393] [2580/2904] eta: 0:04:03 lr: 0.001329 loss: 0.1755 (0.1864) loss_rec_all: 0.2017 (0.2124) loss_rec_sfr: 0.2548 (0.2717) loss_cl: -0.2795 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [14:52:06.117668] Epoch: [393] [2600/2904] eta: 0:03:48 lr: 0.001329 loss: 0.1740 (0.1864) loss_rec_all: 0.2002 (0.2124) loss_rec_sfr: 0.2530 (0.2717) loss_cl: -0.2793 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [14:52:21.034693] Epoch: [393] [2620/2904] eta: 0:03:33 lr: 0.001329 loss: 0.1768 (0.1864) loss_rec_all: 0.2027 (0.2124) loss_rec_sfr: 0.2185 (0.2715) loss_cl: -0.2791 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [14:52:35.952058] Epoch: [393] [2640/2904] eta: 0:03:18 lr: 0.001329 loss: 0.1750 (0.1864) loss_rec_all: 0.2014 (0.2124) loss_rec_sfr: 0.2212 (0.2714) loss_cl: -0.2793 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [14:52:50.865704] Epoch: [393] [2660/2904] eta: 0:03:03 lr: 0.001329 loss: 0.1741 (0.1864) loss_rec_all: 0.2001 (0.2124) loss_rec_sfr: 0.2516 (0.2715) loss_cl: -0.2788 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [14:53:05.787545] Epoch: [393] [2680/2904] eta: 0:02:48 lr: 0.001329 loss: 0.1758 (0.1864) loss_rec_all: 0.2020 (0.2124) loss_rec_sfr: 0.2588 (0.2716) loss_cl: -0.2791 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [14:53:20.709652] Epoch: [393] [2700/2904] eta: 0:02:33 lr: 0.001329 loss: 0.1797 (0.1865) loss_rec_all: 0.2060 (0.2125) loss_rec_sfr: 0.2583 (0.2719) loss_cl: -0.2788 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [14:53:35.632724] Epoch: [393] [2720/2904] eta: 0:02:18 lr: 0.001329 loss: 0.1792 (0.1865) loss_rec_all: 0.2056 (0.2125) loss_rec_sfr: 0.2506 (0.2719) loss_cl: -0.2788 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [14:53:50.561824] Epoch: [393] [2740/2904] eta: 0:02:03 lr: 0.001329 loss: 0.1761 (0.1865) loss_rec_all: 0.2020 (0.2125) loss_rec_sfr: 0.2443 (0.2718) loss_cl: -0.2788 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [14:54:05.486915] Epoch: [393] [2760/2904] eta: 0:01:48 lr: 0.001329 loss: 0.1773 (0.1865) loss_rec_all: 0.2035 (0.2125) loss_rec_sfr: 0.2550 (0.2718) loss_cl: -0.2787 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [14:54:20.411243] Epoch: [393] [2780/2904] eta: 0:01:33 lr: 0.001329 loss: 0.1780 (0.1865) loss_rec_all: 0.2042 (0.2125) loss_rec_sfr: 0.2579 (0.2719) loss_cl: -0.2791 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [14:54:35.333356] Epoch: [393] [2800/2904] eta: 0:01:18 lr: 0.001329 loss: 0.1780 (0.1866) loss_rec_all: 0.2042 (0.2125) loss_rec_sfr: 0.2588 (0.2720) loss_cl: -0.2790 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [14:54:50.248862] Epoch: [393] [2820/2904] eta: 0:01:03 lr: 0.001329 loss: 0.1747 (0.1865) loss_rec_all: 0.2008 (0.2125) loss_rec_sfr: 0.2159 (0.2719) loss_cl: -0.2786 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [14:55:05.201071] Epoch: [393] [2840/2904] eta: 0:00:48 lr: 0.001329 loss: 0.1791 (0.1865) loss_rec_all: 0.2050 (0.2125) loss_rec_sfr: 0.2546 (0.2719) loss_cl: -0.2793 (-0.2789) time: 0.7476 data: 0.0023 max mem: 29860 [14:55:20.104515] Epoch: [393] [2860/2904] eta: 0:00:33 lr: 0.001329 loss: 0.1766 (0.1865) loss_rec_all: 0.2029 (0.2125) loss_rec_sfr: 0.2507 (0.2719) loss_cl: -0.2796 (-0.2789) time: 0.7451 data: 0.0001 max mem: 29860 [14:55:35.007811] Epoch: [393] [2880/2904] eta: 0:00:18 lr: 0.001329 loss: 0.1769 (0.1865) loss_rec_all: 0.2030 (0.2125) loss_rec_sfr: 0.2418 (0.2717) loss_cl: -0.2785 (-0.2789) time: 0.7451 data: 0.0001 max mem: 29860 [14:55:49.911512] Epoch: [393] [2900/2904] eta: 0:00:03 lr: 0.001329 loss: 0.1773 (0.1865) loss_rec_all: 0.2032 (0.2125) loss_rec_sfr: 0.2586 (0.2718) loss_cl: -0.2783 (-0.2789) time: 0.7451 data: 0.0001 max mem: 29860 [14:55:52.154671] Epoch: [393] [2903/2904] eta: 0:00:00 lr: 0.001329 loss: 0.1740 (0.1865) loss_rec_all: 0.2001 (0.2125) loss_rec_sfr: 0.2579 (0.2718) loss_cl: -0.2789 (-0.2789) time: 0.7452 data: 0.0001 max mem: 29860 [14:55:54.472690] Epoch: [393] Total time: 0:36:26 (0.7530 s / it) [14:55:54.486824] Averaged stats: lr: 0.001329 loss: 0.1740 (0.1889) loss_rec_all: 0.2001 (0.2125) loss_rec_sfr: 0.2579 (0.2714) loss_cl: -0.2789 (-0.2557) [14:55:54.493193] log_dir: ./checkpoint/VF2_ViT-B [14:56:12.587073] Epoch: [394] [ 0/2904] eta: 14:35:42 lr: 0.001329 loss: 0.1671 (0.1671) loss_rec_all: 0.1938 (0.1938) loss_rec_sfr: 0.1817 (0.1817) loss_cl: -0.2791 (-0.2791) time: 18.0930 data: 17.0649 max mem: 29860 [14:56:27.502388] Epoch: [394] [ 20/2904] eta: 1:15:33 lr: 0.001329 loss: 0.1776 (0.1805) loss_rec_all: 0.2036 (0.2067) loss_rec_sfr: 0.2440 (0.2397) loss_cl: -0.2789 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [14:56:42.409469] Epoch: [394] [ 40/2904] eta: 0:55:46 lr: 0.001329 loss: 0.1782 (0.1829) loss_rec_all: 0.2045 (0.2090) loss_rec_sfr: 0.2520 (0.2534) loss_cl: -0.2791 (-0.2790) time: 0.7453 data: 0.0002 max mem: 29860 [14:56:57.322904] Epoch: [394] [ 60/2904] eta: 0:48:49 lr: 0.001329 loss: 0.1733 (0.1846) loss_rec_all: 0.1997 (0.2107) loss_rec_sfr: 0.2260 (0.2582) loss_cl: -0.2793 (-0.2790) time: 0.7456 data: 0.0002 max mem: 29860 [14:57:12.246121] Epoch: [394] [ 80/2904] eta: 0:45:10 lr: 0.001329 loss: 0.1817 (0.1843) loss_rec_all: 0.2078 (0.2104) loss_rec_sfr: 0.2502 (0.2550) loss_cl: -0.2790 (-0.2790) time: 0.7461 data: 0.0002 max mem: 29860 [14:57:27.166321] Epoch: [394] [ 100/2904] eta: 0:42:52 lr: 0.001329 loss: 0.1773 (0.1846) loss_rec_all: 0.2036 (0.2107) loss_rec_sfr: 0.2501 (0.2572) loss_cl: -0.2793 (-0.2790) time: 0.7460 data: 0.0002 max mem: 29860 [14:57:42.124908] Epoch: [394] [ 120/2904] eta: 0:41:16 lr: 0.001329 loss: 0.1737 (0.1845) loss_rec_all: 0.2003 (0.2106) loss_rec_sfr: 0.2531 (0.2590) loss_cl: -0.2793 (-0.2791) time: 0.7479 data: 0.0003 max mem: 29860 [14:57:57.066482] Epoch: [394] [ 140/2904] eta: 0:40:02 lr: 0.001328 loss: 0.1795 (0.1865) loss_rec_all: 0.2052 (0.2125) loss_rec_sfr: 0.2634 (0.2672) loss_cl: -0.2786 (-0.2790) time: 0.7470 data: 0.0002 max mem: 29860 [14:58:12.016514] Epoch: [394] [ 160/2904] eta: 0:39:03 lr: 0.001328 loss: 0.1818 (0.1869) loss_rec_all: 0.2078 (0.2129) loss_rec_sfr: 0.2545 (0.2684) loss_cl: -0.2787 (-0.2789) time: 0.7475 data: 0.0002 max mem: 29860 [14:58:26.941777] Epoch: [394] [ 180/2904] eta: 0:38:14 lr: 0.001328 loss: 0.1728 (0.1861) loss_rec_all: 0.1989 (0.2121) loss_rec_sfr: 0.2541 (0.2668) loss_cl: -0.2797 (-0.2790) time: 0.7462 data: 0.0002 max mem: 29860 [14:58:41.866357] Epoch: [394] [ 200/2904] eta: 0:37:31 lr: 0.001328 loss: 0.1724 (0.1858) loss_rec_all: 0.1986 (0.2118) loss_rec_sfr: 0.2465 (0.2661) loss_cl: -0.2798 (-0.2791) time: 0.7462 data: 0.0002 max mem: 29860 [14:58:56.788423] Epoch: [394] [ 220/2904] eta: 0:36:53 lr: 0.001328 loss: 0.1758 (0.1853) loss_rec_all: 0.2022 (0.2113) loss_rec_sfr: 0.2113 (0.2633) loss_cl: -0.2791 (-0.2791) time: 0.7461 data: 0.0002 max mem: 29860 [14:59:11.719028] Epoch: [394] [ 240/2904] eta: 0:36:19 lr: 0.001328 loss: 0.1714 (0.1842) loss_rec_all: 0.1978 (0.2103) loss_rec_sfr: 0.2175 (0.2601) loss_cl: -0.2787 (-0.2790) time: 0.7465 data: 0.0002 max mem: 29860 [14:59:26.649435] Epoch: [394] [ 260/2904] eta: 0:35:49 lr: 0.001328 loss: 0.1758 (0.1843) loss_rec_all: 0.2018 (0.2103) loss_rec_sfr: 0.2619 (0.2619) loss_cl: -0.2783 (-0.2790) time: 0.7465 data: 0.0002 max mem: 29860 [14:59:41.561687] Epoch: [394] [ 280/2904] eta: 0:35:20 lr: 0.001328 loss: 0.1753 (0.1843) loss_rec_all: 0.2017 (0.2103) loss_rec_sfr: 0.2442 (0.2620) loss_cl: -0.2781 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [14:59:56.478058] Epoch: [394] [ 300/2904] eta: 0:34:53 lr: 0.001328 loss: 0.1752 (0.1844) loss_rec_all: 0.2016 (0.2104) loss_rec_sfr: 0.2147 (0.2614) loss_cl: -0.2787 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [15:00:11.400014] Epoch: [394] [ 320/2904] eta: 0:34:27 lr: 0.001328 loss: 0.1749 (0.1848) loss_rec_all: 0.2015 (0.2108) loss_rec_sfr: 0.2480 (0.2628) loss_cl: -0.2788 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [15:00:26.324924] Epoch: [394] [ 340/2904] eta: 0:34:03 lr: 0.001328 loss: 0.1747 (0.1848) loss_rec_all: 0.2009 (0.2108) loss_rec_sfr: 0.2485 (0.2628) loss_cl: -0.2795 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [15:00:41.249653] Epoch: [394] [ 360/2904] eta: 0:33:40 lr: 0.001328 loss: 0.1745 (0.1845) loss_rec_all: 0.2008 (0.2106) loss_rec_sfr: 0.2095 (0.2614) loss_cl: -0.2788 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [15:00:56.165666] Epoch: [394] [ 380/2904] eta: 0:33:18 lr: 0.001328 loss: 0.1731 (0.1844) loss_rec_all: 0.1993 (0.2105) loss_rec_sfr: 0.2540 (0.2618) loss_cl: -0.2791 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [15:01:11.085655] Epoch: [394] [ 400/2904] eta: 0:32:56 lr: 0.001328 loss: 0.1798 (0.1850) loss_rec_all: 0.2060 (0.2110) loss_rec_sfr: 0.2642 (0.2640) loss_cl: -0.2790 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [15:01:26.007610] Epoch: [394] [ 420/2904] eta: 0:32:35 lr: 0.001328 loss: 0.1747 (0.1851) loss_rec_all: 0.2011 (0.2111) loss_rec_sfr: 0.2176 (0.2644) loss_cl: -0.2788 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [15:01:40.929102] Epoch: [394] [ 440/2904] eta: 0:32:15 lr: 0.001328 loss: 0.1813 (0.1855) loss_rec_all: 0.2072 (0.2115) loss_rec_sfr: 0.2574 (0.2654) loss_cl: -0.2783 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [15:01:55.849651] Epoch: [394] [ 460/2904] eta: 0:31:55 lr: 0.001328 loss: 0.1783 (0.1860) loss_rec_all: 0.2043 (0.2120) loss_rec_sfr: 0.2531 (0.2670) loss_cl: -0.2787 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [15:02:10.769978] Epoch: [394] [ 480/2904] eta: 0:31:36 lr: 0.001328 loss: 0.1757 (0.1863) loss_rec_all: 0.2020 (0.2123) loss_rec_sfr: 0.2413 (0.2679) loss_cl: -0.2792 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [15:02:25.687019] Epoch: [394] [ 500/2904] eta: 0:31:16 lr: 0.001328 loss: 0.1754 (0.1865) loss_rec_all: 0.2018 (0.2125) loss_rec_sfr: 0.2514 (0.2690) loss_cl: -0.2795 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [15:02:40.611859] Epoch: [394] [ 520/2904] eta: 0:30:58 lr: 0.001328 loss: 0.1769 (0.1866) loss_rec_all: 0.2029 (0.2126) loss_rec_sfr: 0.2516 (0.2696) loss_cl: -0.2791 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [15:02:55.536039] Epoch: [394] [ 540/2904] eta: 0:30:39 lr: 0.001328 loss: 0.1846 (0.1872) loss_rec_all: 0.2104 (0.2131) loss_rec_sfr: 0.2576 (0.2716) loss_cl: -0.2788 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [15:03:10.450750] Epoch: [394] [ 560/2904] eta: 0:30:21 lr: 0.001328 loss: 0.1739 (0.1869) loss_rec_all: 0.2002 (0.2129) loss_rec_sfr: 0.2173 (0.2706) loss_cl: -0.2790 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [15:03:25.368759] Epoch: [394] [ 580/2904] eta: 0:30:03 lr: 0.001328 loss: 0.1714 (0.1868) loss_rec_all: 0.1977 (0.2128) loss_rec_sfr: 0.2172 (0.2701) loss_cl: -0.2799 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [15:03:40.284522] Epoch: [394] [ 600/2904] eta: 0:29:45 lr: 0.001328 loss: 0.1743 (0.1868) loss_rec_all: 0.2008 (0.2128) loss_rec_sfr: 0.2499 (0.2702) loss_cl: -0.2767 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [15:03:55.199441] Epoch: [394] [ 620/2904] eta: 0:29:27 lr: 0.001328 loss: 0.1721 (0.1866) loss_rec_all: 0.1984 (0.2126) loss_rec_sfr: 0.2485 (0.2697) loss_cl: -0.2782 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [15:04:10.116666] Epoch: [394] [ 640/2904] eta: 0:29:10 lr: 0.001328 loss: 0.1767 (0.1868) loss_rec_all: 0.2028 (0.2128) loss_rec_sfr: 0.2559 (0.2704) loss_cl: -0.2796 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [15:04:25.031089] Epoch: [394] [ 660/2904] eta: 0:28:53 lr: 0.001328 loss: 0.1789 (0.1868) loss_rec_all: 0.2053 (0.2128) loss_rec_sfr: 0.2510 (0.2703) loss_cl: -0.2787 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [15:04:39.951307] Epoch: [394] [ 680/2904] eta: 0:28:35 lr: 0.001328 loss: 0.1757 (0.1867) loss_rec_all: 0.2023 (0.2127) loss_rec_sfr: 0.2507 (0.2699) loss_cl: -0.2793 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [15:04:54.875426] Epoch: [394] [ 700/2904] eta: 0:28:18 lr: 0.001328 loss: 0.1790 (0.1868) loss_rec_all: 0.2050 (0.2128) loss_rec_sfr: 0.2535 (0.2701) loss_cl: -0.2793 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [15:05:09.795589] Epoch: [394] [ 720/2904] eta: 0:28:01 lr: 0.001327 loss: 0.1771 (0.1868) loss_rec_all: 0.2035 (0.2128) loss_rec_sfr: 0.2585 (0.2705) loss_cl: -0.2784 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [15:05:24.712758] Epoch: [394] [ 740/2904] eta: 0:27:45 lr: 0.001327 loss: 0.1810 (0.1869) loss_rec_all: 0.2070 (0.2129) loss_rec_sfr: 0.2577 (0.2708) loss_cl: -0.2780 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [15:05:39.629767] Epoch: [394] [ 760/2904] eta: 0:27:28 lr: 0.001327 loss: 0.1750 (0.1869) loss_rec_all: 0.2015 (0.2129) loss_rec_sfr: 0.2538 (0.2707) loss_cl: -0.2786 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [15:05:54.545286] Epoch: [394] [ 780/2904] eta: 0:27:11 lr: 0.001327 loss: 0.1751 (0.1869) loss_rec_all: 0.2015 (0.2129) loss_rec_sfr: 0.2115 (0.2705) loss_cl: -0.2793 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [15:06:09.457049] Epoch: [394] [ 800/2904] eta: 0:26:55 lr: 0.001327 loss: 0.1750 (0.1867) loss_rec_all: 0.2009 (0.2127) loss_rec_sfr: 0.2225 (0.2696) loss_cl: -0.2790 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [15:06:24.376292] Epoch: [394] [ 820/2904] eta: 0:26:38 lr: 0.001327 loss: 0.1752 (0.1866) loss_rec_all: 0.2014 (0.2126) loss_rec_sfr: 0.2524 (0.2693) loss_cl: -0.2787 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [15:06:39.294030] Epoch: [394] [ 840/2904] eta: 0:26:22 lr: 0.001327 loss: 0.1783 (0.1865) loss_rec_all: 0.2043 (0.2125) loss_rec_sfr: 0.2581 (0.2691) loss_cl: -0.2779 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [15:06:54.212887] Epoch: [394] [ 860/2904] eta: 0:26:06 lr: 0.001327 loss: 0.1772 (0.1864) loss_rec_all: 0.2032 (0.2124) loss_rec_sfr: 0.2566 (0.2690) loss_cl: -0.2786 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [15:07:09.132228] Epoch: [394] [ 880/2904] eta: 0:25:49 lr: 0.001327 loss: 0.1727 (0.1862) loss_rec_all: 0.1990 (0.2122) loss_rec_sfr: 0.2552 (0.2685) loss_cl: -0.2795 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [15:07:24.057182] Epoch: [394] [ 900/2904] eta: 0:25:33 lr: 0.001327 loss: 0.1758 (0.1863) loss_rec_all: 0.2024 (0.2123) loss_rec_sfr: 0.2509 (0.2686) loss_cl: -0.2790 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [15:07:38.979392] Epoch: [394] [ 920/2904] eta: 0:25:17 lr: 0.001327 loss: 0.1725 (0.1860) loss_rec_all: 0.1986 (0.2120) loss_rec_sfr: 0.2557 (0.2681) loss_cl: -0.2790 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [15:07:53.899936] Epoch: [394] [ 940/2904] eta: 0:25:01 lr: 0.001327 loss: 0.1833 (0.1861) loss_rec_all: 0.2095 (0.2121) loss_rec_sfr: 0.2559 (0.2684) loss_cl: -0.2796 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [15:08:08.819846] Epoch: [394] [ 960/2904] eta: 0:24:45 lr: 0.001327 loss: 0.1771 (0.1860) loss_rec_all: 0.2036 (0.2120) loss_rec_sfr: 0.2525 (0.2682) loss_cl: -0.2793 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [15:08:23.738581] Epoch: [394] [ 980/2904] eta: 0:24:29 lr: 0.001327 loss: 0.1744 (0.1858) loss_rec_all: 0.2010 (0.2118) loss_rec_sfr: 0.2554 (0.2678) loss_cl: -0.2790 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [15:08:38.660050] Epoch: [394] [1000/2904] eta: 0:24:13 lr: 0.001327 loss: 0.1742 (0.1858) loss_rec_all: 0.2005 (0.2118) loss_rec_sfr: 0.2467 (0.2675) loss_cl: -0.2793 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [15:08:53.575444] Epoch: [394] [1020/2904] eta: 0:23:57 lr: 0.001327 loss: 0.1736 (0.1857) loss_rec_all: 0.1998 (0.2117) loss_rec_sfr: 0.2492 (0.2672) loss_cl: -0.2782 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [15:09:08.488014] Epoch: [394] [1040/2904] eta: 0:23:41 lr: 0.001327 loss: 0.1890 (0.1861) loss_rec_all: 0.2150 (0.2121) loss_rec_sfr: 0.2704 (0.2685) loss_cl: -0.2780 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [15:09:23.400970] Epoch: [394] [1060/2904] eta: 0:23:25 lr: 0.001327 loss: 0.1720 (0.1860) loss_rec_all: 0.1982 (0.2120) loss_rec_sfr: 0.2519 (0.2683) loss_cl: -0.2794 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [15:09:38.320708] Epoch: [394] [1080/2904] eta: 0:23:09 lr: 0.001327 loss: 0.1788 (0.1861) loss_rec_all: 0.2053 (0.2121) loss_rec_sfr: 0.2564 (0.2686) loss_cl: -0.2798 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [15:09:53.239775] Epoch: [394] [1100/2904] eta: 0:22:54 lr: 0.001327 loss: 0.1777 (0.1860) loss_rec_all: 0.2039 (0.2120) loss_rec_sfr: 0.2548 (0.2687) loss_cl: -0.2792 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [15:10:08.159368] Epoch: [394] [1120/2904] eta: 0:22:38 lr: 0.001327 loss: 0.1766 (0.1860) loss_rec_all: 0.2025 (0.2120) loss_rec_sfr: 0.2524 (0.2687) loss_cl: -0.2785 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [15:10:23.080064] Epoch: [394] [1140/2904] eta: 0:22:22 lr: 0.001327 loss: 0.1755 (0.1861) loss_rec_all: 0.2018 (0.2121) loss_rec_sfr: 0.2491 (0.2688) loss_cl: -0.2787 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [15:10:38.004813] Epoch: [394] [1160/2904] eta: 0:22:07 lr: 0.001327 loss: 0.1737 (0.1860) loss_rec_all: 0.2001 (0.2120) loss_rec_sfr: 0.2166 (0.2685) loss_cl: -0.2787 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [15:10:52.926938] Epoch: [394] [1180/2904] eta: 0:21:51 lr: 0.001327 loss: 0.1777 (0.1860) loss_rec_all: 0.2041 (0.2120) loss_rec_sfr: 0.2552 (0.2686) loss_cl: -0.2791 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [15:11:07.851152] Epoch: [394] [1200/2904] eta: 0:21:35 lr: 0.001327 loss: 0.1795 (0.1861) loss_rec_all: 0.2055 (0.2121) loss_rec_sfr: 0.2613 (0.2690) loss_cl: -0.2786 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [15:11:22.778382] Epoch: [394] [1220/2904] eta: 0:21:20 lr: 0.001327 loss: 0.1746 (0.1861) loss_rec_all: 0.2009 (0.2121) loss_rec_sfr: 0.2496 (0.2690) loss_cl: -0.2789 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [15:11:37.705792] Epoch: [394] [1240/2904] eta: 0:21:04 lr: 0.001327 loss: 0.1795 (0.1861) loss_rec_all: 0.2059 (0.2121) loss_rec_sfr: 0.2558 (0.2691) loss_cl: -0.2797 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [15:11:52.628790] Epoch: [394] [1260/2904] eta: 0:20:49 lr: 0.001327 loss: 0.1748 (0.1861) loss_rec_all: 0.2016 (0.2121) loss_rec_sfr: 0.2090 (0.2688) loss_cl: -0.2803 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [15:12:07.553013] Epoch: [394] [1280/2904] eta: 0:20:33 lr: 0.001327 loss: 0.1751 (0.1862) loss_rec_all: 0.2018 (0.2122) loss_rec_sfr: 0.2512 (0.2691) loss_cl: -0.2795 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [15:12:22.470955] Epoch: [394] [1300/2904] eta: 0:20:18 lr: 0.001327 loss: 0.1826 (0.1863) loss_rec_all: 0.2087 (0.2123) loss_rec_sfr: 0.2605 (0.2696) loss_cl: -0.2785 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [15:12:37.387736] Epoch: [394] [1320/2904] eta: 0:20:02 lr: 0.001326 loss: 0.1761 (0.1862) loss_rec_all: 0.2021 (0.2122) loss_rec_sfr: 0.2551 (0.2693) loss_cl: -0.2783 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [15:12:52.303963] Epoch: [394] [1340/2904] eta: 0:19:46 lr: 0.001326 loss: 0.1810 (0.1863) loss_rec_all: 0.2069 (0.2123) loss_rec_sfr: 0.2514 (0.2696) loss_cl: -0.2777 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [15:13:07.221567] Epoch: [394] [1360/2904] eta: 0:19:31 lr: 0.001326 loss: 0.1735 (0.1863) loss_rec_all: 0.1998 (0.2123) loss_rec_sfr: 0.2530 (0.2695) loss_cl: -0.2785 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [15:13:22.141907] Epoch: [394] [1380/2904] eta: 0:19:16 lr: 0.001326 loss: 0.1790 (0.1863) loss_rec_all: 0.2052 (0.2123) loss_rec_sfr: 0.2521 (0.2695) loss_cl: -0.2795 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [15:13:37.064986] Epoch: [394] [1400/2904] eta: 0:19:00 lr: 0.001326 loss: 0.1830 (0.1864) loss_rec_all: 0.2092 (0.2124) loss_rec_sfr: 0.2520 (0.2700) loss_cl: -0.2795 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [15:13:51.979509] Epoch: [394] [1420/2904] eta: 0:18:45 lr: 0.001326 loss: 0.1755 (0.1863) loss_rec_all: 0.2020 (0.2123) loss_rec_sfr: 0.2096 (0.2694) loss_cl: -0.2789 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [15:14:06.895749] Epoch: [394] [1440/2904] eta: 0:18:29 lr: 0.001326 loss: 0.1727 (0.1863) loss_rec_all: 0.1991 (0.2123) loss_rec_sfr: 0.2500 (0.2693) loss_cl: -0.2791 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [15:14:21.810050] Epoch: [394] [1460/2904] eta: 0:18:14 lr: 0.001326 loss: 0.1781 (0.1865) loss_rec_all: 0.2042 (0.2125) loss_rec_sfr: 0.2594 (0.2700) loss_cl: -0.2789 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [15:14:36.721317] Epoch: [394] [1480/2904] eta: 0:17:58 lr: 0.001326 loss: 0.1751 (0.1864) loss_rec_all: 0.2020 (0.2124) loss_rec_sfr: 0.2519 (0.2699) loss_cl: -0.2800 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [15:14:51.632677] Epoch: [394] [1500/2904] eta: 0:17:43 lr: 0.001326 loss: 0.1783 (0.1864) loss_rec_all: 0.2043 (0.2124) loss_rec_sfr: 0.2546 (0.2700) loss_cl: -0.2794 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [15:15:06.551689] Epoch: [394] [1520/2904] eta: 0:17:28 lr: 0.001326 loss: 0.1748 (0.1864) loss_rec_all: 0.2010 (0.2124) loss_rec_sfr: 0.2524 (0.2699) loss_cl: -0.2783 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [15:15:21.469109] Epoch: [394] [1540/2904] eta: 0:17:12 lr: 0.001326 loss: 0.1746 (0.1863) loss_rec_all: 0.2008 (0.2123) loss_rec_sfr: 0.2157 (0.2695) loss_cl: -0.2776 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [15:15:36.391574] Epoch: [394] [1560/2904] eta: 0:16:57 lr: 0.001326 loss: 0.1811 (0.1864) loss_rec_all: 0.2070 (0.2124) loss_rec_sfr: 0.2587 (0.2699) loss_cl: -0.2791 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [15:15:51.313762] Epoch: [394] [1580/2904] eta: 0:16:42 lr: 0.001326 loss: 0.1809 (0.1865) loss_rec_all: 0.2070 (0.2125) loss_rec_sfr: 0.2544 (0.2698) loss_cl: -0.2789 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [15:16:06.235926] Epoch: [394] [1600/2904] eta: 0:16:26 lr: 0.001326 loss: 0.1761 (0.1864) loss_rec_all: 0.2026 (0.2124) loss_rec_sfr: 0.2538 (0.2697) loss_cl: -0.2796 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [15:16:21.170197] Epoch: [394] [1620/2904] eta: 0:16:11 lr: 0.001326 loss: 0.1763 (0.1864) loss_rec_all: 0.2025 (0.2124) loss_rec_sfr: 0.2367 (0.2695) loss_cl: -0.2788 (-0.2789) time: 0.7467 data: 0.0002 max mem: 29860 [15:16:36.094117] Epoch: [394] [1640/2904] eta: 0:15:56 lr: 0.001326 loss: 0.1768 (0.1864) loss_rec_all: 0.2032 (0.2124) loss_rec_sfr: 0.2554 (0.2698) loss_cl: -0.2783 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [15:16:51.023095] Epoch: [394] [1660/2904] eta: 0:15:41 lr: 0.001326 loss: 0.1802 (0.1865) loss_rec_all: 0.2062 (0.2125) loss_rec_sfr: 0.2596 (0.2700) loss_cl: -0.2783 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [15:17:05.940147] Epoch: [394] [1680/2904] eta: 0:15:25 lr: 0.001326 loss: 0.1754 (0.1865) loss_rec_all: 0.2019 (0.2125) loss_rec_sfr: 0.2501 (0.2699) loss_cl: -0.2791 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [15:17:20.849987] Epoch: [394] [1700/2904] eta: 0:15:10 lr: 0.001326 loss: 0.1782 (0.1865) loss_rec_all: 0.2042 (0.2125) loss_rec_sfr: 0.2532 (0.2698) loss_cl: -0.2796 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [15:17:35.766592] Epoch: [394] [1720/2904] eta: 0:14:55 lr: 0.001326 loss: 0.1769 (0.1865) loss_rec_all: 0.2030 (0.2125) loss_rec_sfr: 0.2559 (0.2699) loss_cl: -0.2795 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [15:17:50.684957] Epoch: [394] [1740/2904] eta: 0:14:39 lr: 0.001326 loss: 0.1744 (0.1864) loss_rec_all: 0.2007 (0.2124) loss_rec_sfr: 0.2457 (0.2698) loss_cl: -0.2785 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [15:18:05.607863] Epoch: [394] [1760/2904] eta: 0:14:24 lr: 0.001326 loss: 0.1747 (0.1864) loss_rec_all: 0.2009 (0.2124) loss_rec_sfr: 0.2535 (0.2698) loss_cl: -0.2781 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [15:18:20.536878] Epoch: [394] [1780/2904] eta: 0:14:09 lr: 0.001326 loss: 0.1735 (0.1863) loss_rec_all: 0.1999 (0.2123) loss_rec_sfr: 0.2117 (0.2694) loss_cl: -0.2795 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [15:18:35.460444] Epoch: [394] [1800/2904] eta: 0:13:54 lr: 0.001326 loss: 0.1795 (0.1864) loss_rec_all: 0.2055 (0.2124) loss_rec_sfr: 0.2592 (0.2697) loss_cl: -0.2791 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [15:18:50.379567] Epoch: [394] [1820/2904] eta: 0:13:38 lr: 0.001326 loss: 0.1773 (0.1864) loss_rec_all: 0.2035 (0.2124) loss_rec_sfr: 0.2476 (0.2696) loss_cl: -0.2796 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [15:19:05.290732] Epoch: [394] [1840/2904] eta: 0:13:23 lr: 0.001326 loss: 0.1776 (0.1864) loss_rec_all: 0.2036 (0.2124) loss_rec_sfr: 0.2526 (0.2696) loss_cl: -0.2800 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [15:19:20.205435] Epoch: [394] [1860/2904] eta: 0:13:08 lr: 0.001326 loss: 0.1727 (0.1863) loss_rec_all: 0.1986 (0.2123) loss_rec_sfr: 0.2526 (0.2694) loss_cl: -0.2789 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [15:19:35.123723] Epoch: [394] [1880/2904] eta: 0:12:53 lr: 0.001326 loss: 0.1746 (0.1863) loss_rec_all: 0.2004 (0.2123) loss_rec_sfr: 0.2510 (0.2693) loss_cl: -0.2785 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [15:19:50.043063] Epoch: [394] [1900/2904] eta: 0:12:38 lr: 0.001325 loss: 0.1756 (0.1864) loss_rec_all: 0.2017 (0.2124) loss_rec_sfr: 0.2585 (0.2696) loss_cl: -0.2786 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [15:20:04.963457] Epoch: [394] [1920/2904] eta: 0:12:22 lr: 0.001325 loss: 0.1756 (0.1864) loss_rec_all: 0.2018 (0.2124) loss_rec_sfr: 0.2489 (0.2697) loss_cl: -0.2791 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [15:20:19.882457] Epoch: [394] [1940/2904] eta: 0:12:07 lr: 0.001325 loss: 0.1748 (0.1864) loss_rec_all: 0.2007 (0.2124) loss_rec_sfr: 0.2622 (0.2699) loss_cl: -0.2796 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [15:20:34.799980] Epoch: [394] [1960/2904] eta: 0:11:52 lr: 0.001325 loss: 0.1830 (0.1864) loss_rec_all: 0.2092 (0.2124) loss_rec_sfr: 0.2540 (0.2700) loss_cl: -0.2794 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [15:20:49.717377] Epoch: [394] [1980/2904] eta: 0:11:37 lr: 0.001325 loss: 0.1793 (0.1864) loss_rec_all: 0.2056 (0.2124) loss_rec_sfr: 0.2592 (0.2700) loss_cl: -0.2780 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [15:21:04.632188] Epoch: [394] [2000/2904] eta: 0:11:22 lr: 0.001325 loss: 0.1767 (0.1864) loss_rec_all: 0.2032 (0.2124) loss_rec_sfr: 0.2550 (0.2699) loss_cl: -0.2784 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [15:21:19.549655] Epoch: [394] [2020/2904] eta: 0:11:07 lr: 0.001325 loss: 0.1812 (0.1864) loss_rec_all: 0.2074 (0.2124) loss_rec_sfr: 0.2527 (0.2697) loss_cl: -0.2787 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [15:21:34.464036] Epoch: [394] [2040/2904] eta: 0:10:51 lr: 0.001325 loss: 0.1807 (0.1864) loss_rec_all: 0.2068 (0.2124) loss_rec_sfr: 0.2579 (0.2699) loss_cl: -0.2788 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [15:21:49.378349] Epoch: [394] [2060/2904] eta: 0:10:36 lr: 0.001325 loss: 0.1754 (0.1863) loss_rec_all: 0.2015 (0.2123) loss_rec_sfr: 0.2545 (0.2696) loss_cl: -0.2789 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [15:22:04.297939] Epoch: [394] [2080/2904] eta: 0:10:21 lr: 0.001325 loss: 0.1806 (0.1863) loss_rec_all: 0.2069 (0.2123) loss_rec_sfr: 0.2514 (0.2697) loss_cl: -0.2796 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [15:22:19.206290] Epoch: [394] [2100/2904] eta: 0:10:06 lr: 0.001325 loss: 0.1738 (0.1863) loss_rec_all: 0.1999 (0.2123) loss_rec_sfr: 0.2204 (0.2696) loss_cl: -0.2796 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [15:22:34.123377] Epoch: [394] [2120/2904] eta: 0:09:51 lr: 0.001325 loss: 0.1761 (0.1864) loss_rec_all: 0.2023 (0.2124) loss_rec_sfr: 0.2598 (0.2698) loss_cl: -0.2789 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [15:22:49.044331] Epoch: [394] [2140/2904] eta: 0:09:36 lr: 0.001325 loss: 0.1770 (0.1864) loss_rec_all: 0.2031 (0.2124) loss_rec_sfr: 0.2662 (0.2699) loss_cl: -0.2789 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [15:23:03.965540] Epoch: [394] [2160/2904] eta: 0:09:20 lr: 0.001325 loss: 0.1776 (0.1864) loss_rec_all: 0.2039 (0.2124) loss_rec_sfr: 0.2561 (0.2699) loss_cl: -0.2788 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [15:23:18.892368] Epoch: [394] [2180/2904] eta: 0:09:05 lr: 0.001325 loss: 0.1768 (0.1864) loss_rec_all: 0.2028 (0.2124) loss_rec_sfr: 0.2397 (0.2699) loss_cl: -0.2781 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [15:23:33.816807] Epoch: [394] [2200/2904] eta: 0:08:50 lr: 0.001325 loss: 0.1756 (0.1864) loss_rec_all: 0.2019 (0.2124) loss_rec_sfr: 0.2615 (0.2700) loss_cl: -0.2786 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [15:23:48.736392] Epoch: [394] [2220/2904] eta: 0:08:35 lr: 0.001325 loss: 0.1740 (0.1863) loss_rec_all: 0.2006 (0.2123) loss_rec_sfr: 0.2465 (0.2698) loss_cl: -0.2795 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [15:24:03.653629] Epoch: [394] [2240/2904] eta: 0:08:20 lr: 0.001325 loss: 0.1730 (0.1863) loss_rec_all: 0.1997 (0.2123) loss_rec_sfr: 0.2507 (0.2696) loss_cl: -0.2793 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [15:24:18.564683] Epoch: [394] [2260/2904] eta: 0:08:05 lr: 0.001325 loss: 0.1762 (0.1863) loss_rec_all: 0.2026 (0.2123) loss_rec_sfr: 0.2466 (0.2696) loss_cl: -0.2793 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [15:24:33.484218] Epoch: [394] [2280/2904] eta: 0:07:50 lr: 0.001325 loss: 0.1758 (0.1862) loss_rec_all: 0.2018 (0.2122) loss_rec_sfr: 0.2196 (0.2694) loss_cl: -0.2784 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [15:24:48.396633] Epoch: [394] [2300/2904] eta: 0:07:35 lr: 0.001325 loss: 0.1730 (0.1862) loss_rec_all: 0.1996 (0.2122) loss_rec_sfr: 0.2448 (0.2693) loss_cl: -0.2789 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [15:25:03.315932] Epoch: [394] [2320/2904] eta: 0:07:20 lr: 0.001325 loss: 0.1803 (0.1862) loss_rec_all: 0.2065 (0.2122) loss_rec_sfr: 0.2547 (0.2694) loss_cl: -0.2779 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [15:25:18.237181] Epoch: [394] [2340/2904] eta: 0:07:04 lr: 0.001325 loss: 0.1792 (0.1862) loss_rec_all: 0.2052 (0.2122) loss_rec_sfr: 0.2558 (0.2693) loss_cl: -0.2790 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [15:25:33.151656] Epoch: [394] [2360/2904] eta: 0:06:49 lr: 0.001325 loss: 0.1815 (0.1863) loss_rec_all: 0.2078 (0.2123) loss_rec_sfr: 0.2554 (0.2696) loss_cl: -0.2797 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [15:25:48.075001] Epoch: [394] [2380/2904] eta: 0:06:34 lr: 0.001325 loss: 0.1845 (0.1864) loss_rec_all: 0.2106 (0.2124) loss_rec_sfr: 0.2608 (0.2700) loss_cl: -0.2792 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [15:26:02.998598] Epoch: [394] [2400/2904] eta: 0:06:19 lr: 0.001325 loss: 0.1795 (0.1864) loss_rec_all: 0.2055 (0.2124) loss_rec_sfr: 0.2577 (0.2701) loss_cl: -0.2792 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [15:26:17.920115] Epoch: [394] [2420/2904] eta: 0:06:04 lr: 0.001325 loss: 0.1779 (0.1865) loss_rec_all: 0.2038 (0.2125) loss_rec_sfr: 0.2601 (0.2704) loss_cl: -0.2790 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [15:26:32.844976] Epoch: [394] [2440/2904] eta: 0:05:49 lr: 0.001325 loss: 0.1750 (0.1864) loss_rec_all: 0.2013 (0.2124) loss_rec_sfr: 0.2563 (0.2702) loss_cl: -0.2785 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [15:26:47.762974] Epoch: [394] [2460/2904] eta: 0:05:34 lr: 0.001325 loss: 0.1800 (0.1864) loss_rec_all: 0.2059 (0.2124) loss_rec_sfr: 0.2441 (0.2700) loss_cl: -0.2790 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [15:27:02.677934] Epoch: [394] [2480/2904] eta: 0:05:19 lr: 0.001325 loss: 0.1775 (0.1864) loss_rec_all: 0.2036 (0.2124) loss_rec_sfr: 0.2545 (0.2700) loss_cl: -0.2795 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [15:27:17.597500] Epoch: [394] [2500/2904] eta: 0:05:04 lr: 0.001324 loss: 0.1738 (0.1863) loss_rec_all: 0.1999 (0.2123) loss_rec_sfr: 0.2446 (0.2698) loss_cl: -0.2795 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [15:27:32.669427] Epoch: [394] [2520/2904] eta: 0:04:49 lr: 0.001324 loss: 0.1758 (0.1863) loss_rec_all: 0.2018 (0.2123) loss_rec_sfr: 0.2597 (0.2697) loss_cl: -0.2789 (-0.2789) time: 0.7536 data: 0.0002 max mem: 29860 [15:27:47.598664] Epoch: [394] [2540/2904] eta: 0:04:34 lr: 0.001324 loss: 0.1754 (0.1862) loss_rec_all: 0.2013 (0.2122) loss_rec_sfr: 0.2508 (0.2695) loss_cl: -0.2784 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [15:28:02.522930] Epoch: [394] [2560/2904] eta: 0:04:18 lr: 0.001324 loss: 0.1820 (0.1863) loss_rec_all: 0.2081 (0.2123) loss_rec_sfr: 0.2631 (0.2698) loss_cl: -0.2795 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [15:28:17.446538] Epoch: [394] [2580/2904] eta: 0:04:03 lr: 0.001324 loss: 0.1749 (0.1862) loss_rec_all: 0.2015 (0.2122) loss_rec_sfr: 0.2470 (0.2696) loss_cl: -0.2793 (-0.2789) time: 0.7461 data: 0.0003 max mem: 29860 [15:28:32.364003] Epoch: [394] [2600/2904] eta: 0:03:48 lr: 0.001324 loss: 0.1766 (0.1862) loss_rec_all: 0.2028 (0.2122) loss_rec_sfr: 0.2191 (0.2694) loss_cl: -0.2797 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [15:28:47.279371] Epoch: [394] [2620/2904] eta: 0:03:33 lr: 0.001324 loss: 0.1852 (0.1862) loss_rec_all: 0.2115 (0.2122) loss_rec_sfr: 0.2544 (0.2693) loss_cl: -0.2792 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [15:29:02.201771] Epoch: [394] [2640/2904] eta: 0:03:18 lr: 0.001324 loss: 0.1756 (0.1862) loss_rec_all: 0.2020 (0.2122) loss_rec_sfr: 0.2619 (0.2695) loss_cl: -0.2798 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [15:29:17.125431] Epoch: [394] [2660/2904] eta: 0:03:03 lr: 0.001324 loss: 0.1762 (0.1863) loss_rec_all: 0.2025 (0.2123) loss_rec_sfr: 0.2497 (0.2697) loss_cl: -0.2783 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [15:29:32.044992] Epoch: [394] [2680/2904] eta: 0:02:48 lr: 0.001324 loss: 0.1742 (0.1862) loss_rec_all: 0.2002 (0.2122) loss_rec_sfr: 0.2582 (0.2697) loss_cl: -0.2789 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [15:29:46.969645] Epoch: [394] [2700/2904] eta: 0:02:33 lr: 0.001324 loss: 0.1784 (0.1862) loss_rec_all: 0.2044 (0.2122) loss_rec_sfr: 0.2504 (0.2696) loss_cl: -0.2793 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [15:30:01.888095] Epoch: [394] [2720/2904] eta: 0:02:18 lr: 0.001324 loss: 0.1768 (0.1863) loss_rec_all: 0.2030 (0.2123) loss_rec_sfr: 0.2446 (0.2697) loss_cl: -0.2793 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [15:30:16.805139] Epoch: [394] [2740/2904] eta: 0:02:03 lr: 0.001324 loss: 0.1757 (0.1863) loss_rec_all: 0.2019 (0.2123) loss_rec_sfr: 0.2509 (0.2696) loss_cl: -0.2790 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [15:30:31.720061] Epoch: [394] [2760/2904] eta: 0:01:48 lr: 0.001324 loss: 0.1745 (0.1863) loss_rec_all: 0.2005 (0.2123) loss_rec_sfr: 0.2535 (0.2697) loss_cl: -0.2785 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [15:30:46.641593] Epoch: [394] [2780/2904] eta: 0:01:33 lr: 0.001324 loss: 0.1740 (0.1862) loss_rec_all: 0.2003 (0.2122) loss_rec_sfr: 0.2521 (0.2696) loss_cl: -0.2785 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [15:31:01.555523] Epoch: [394] [2800/2904] eta: 0:01:18 lr: 0.001324 loss: 0.1740 (0.1862) loss_rec_all: 0.2004 (0.2122) loss_rec_sfr: 0.2527 (0.2697) loss_cl: -0.2793 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [15:31:16.471445] Epoch: [394] [2820/2904] eta: 0:01:03 lr: 0.001324 loss: 0.1828 (0.1863) loss_rec_all: 0.2089 (0.2123) loss_rec_sfr: 0.2527 (0.2697) loss_cl: -0.2794 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [15:31:31.421750] Epoch: [394] [2840/2904] eta: 0:00:48 lr: 0.001324 loss: 0.1786 (0.1863) loss_rec_all: 0.2047 (0.2123) loss_rec_sfr: 0.2532 (0.2697) loss_cl: -0.2793 (-0.2789) time: 0.7475 data: 0.0023 max mem: 29860 [15:31:46.324624] Epoch: [394] [2860/2904] eta: 0:00:33 lr: 0.001324 loss: 0.1744 (0.1863) loss_rec_all: 0.2010 (0.2123) loss_rec_sfr: 0.2517 (0.2697) loss_cl: -0.2789 (-0.2789) time: 0.7451 data: 0.0001 max mem: 29860 [15:32:01.223289] Epoch: [394] [2880/2904] eta: 0:00:18 lr: 0.001324 loss: 0.1732 (0.1862) loss_rec_all: 0.1998 (0.2122) loss_rec_sfr: 0.2517 (0.2696) loss_cl: -0.2789 (-0.2789) time: 0.7449 data: 0.0001 max mem: 29860 [15:32:16.123039] Epoch: [394] [2900/2904] eta: 0:00:03 lr: 0.001324 loss: 0.1747 (0.1862) loss_rec_all: 0.2009 (0.2122) loss_rec_sfr: 0.2523 (0.2695) loss_cl: -0.2785 (-0.2789) time: 0.7449 data: 0.0001 max mem: 29860 [15:32:18.365964] Epoch: [394] [2903/2904] eta: 0:00:00 lr: 0.001324 loss: 0.1770 (0.1862) loss_rec_all: 0.2031 (0.2122) loss_rec_sfr: 0.2528 (0.2697) loss_cl: -0.2785 (-0.2789) time: 0.7449 data: 0.0001 max mem: 29860 [15:32:20.612360] Epoch: [394] Total time: 0:36:26 (0.7528 s / it) [15:32:20.613595] Averaged stats: lr: 0.001324 loss: 0.1770 (0.1887) loss_rec_all: 0.2031 (0.2124) loss_rec_sfr: 0.2528 (0.2706) loss_cl: -0.2785 (-0.2557) [15:32:20.619849] log_dir: ./checkpoint/VF2_ViT-B [15:32:35.794936] Epoch: [395] [ 0/2904] eta: 12:14:25 lr: 0.001324 loss: 0.1686 (0.1686) loss_rec_all: 0.1948 (0.1948) loss_rec_sfr: 0.2589 (0.2589) loss_cl: -0.2803 (-0.2803) time: 15.1741 data: 14.2329 max mem: 29860 [15:32:52.624467] Epoch: [395] [ 20/2904] eta: 1:13:15 lr: 0.001324 loss: 0.1757 (0.1805) loss_rec_all: 0.2019 (0.2067) loss_rec_sfr: 0.2514 (0.2482) loss_cl: -0.2793 (-0.2792) time: 0.8414 data: 0.0965 max mem: 29860 [15:33:07.531572] Epoch: [395] [ 40/2904] eta: 0:54:36 lr: 0.001324 loss: 0.1739 (0.1777) loss_rec_all: 0.2007 (0.2039) loss_rec_sfr: 0.2392 (0.2388) loss_cl: -0.2789 (-0.2790) time: 0.7453 data: 0.0002 max mem: 29860 [15:33:22.454857] Epoch: [395] [ 60/2904] eta: 0:48:02 lr: 0.001324 loss: 0.1760 (0.1781) loss_rec_all: 0.2022 (0.2043) loss_rec_sfr: 0.2539 (0.2431) loss_cl: -0.2792 (-0.2790) time: 0.7461 data: 0.0002 max mem: 29860 [15:33:37.370918] Epoch: [395] [ 80/2904] eta: 0:44:35 lr: 0.001324 loss: 0.1771 (0.1795) loss_rec_all: 0.2032 (0.2057) loss_rec_sfr: 0.2424 (0.2438) loss_cl: -0.2790 (-0.2790) time: 0.7458 data: 0.0003 max mem: 29860 [15:33:52.300922] Epoch: [395] [ 100/2904] eta: 0:42:25 lr: 0.001324 loss: 0.1786 (0.1799) loss_rec_all: 0.2049 (0.2061) loss_rec_sfr: 0.2510 (0.2449) loss_cl: -0.2791 (-0.2790) time: 0.7465 data: 0.0003 max mem: 29860 [15:34:07.254228] Epoch: [395] [ 120/2904] eta: 0:40:53 lr: 0.001324 loss: 0.1748 (0.1798) loss_rec_all: 0.2016 (0.2060) loss_rec_sfr: 0.2120 (0.2432) loss_cl: -0.2804 (-0.2792) time: 0.7476 data: 0.0002 max mem: 29860 [15:34:22.173770] Epoch: [395] [ 140/2904] eta: 0:39:42 lr: 0.001324 loss: 0.1738 (0.1794) loss_rec_all: 0.2000 (0.2056) loss_rec_sfr: 0.2421 (0.2410) loss_cl: -0.2802 (-0.2793) time: 0.7459 data: 0.0002 max mem: 29860 [15:34:37.121255] Epoch: [395] [ 160/2904] eta: 0:38:46 lr: 0.001324 loss: 0.1799 (0.1806) loss_rec_all: 0.2061 (0.2068) loss_rec_sfr: 0.2581 (0.2455) loss_cl: -0.2798 (-0.2793) time: 0.7473 data: 0.0002 max mem: 29860 [15:34:52.043839] Epoch: [395] [ 180/2904] eta: 0:37:58 lr: 0.001323 loss: 0.1738 (0.1813) loss_rec_all: 0.2003 (0.2075) loss_rec_sfr: 0.2560 (0.2493) loss_cl: -0.2779 (-0.2790) time: 0.7461 data: 0.0002 max mem: 29860 [15:35:06.976279] Epoch: [395] [ 200/2904] eta: 0:37:17 lr: 0.001323 loss: 0.1786 (0.1822) loss_rec_all: 0.2048 (0.2083) loss_rec_sfr: 0.2596 (0.2531) loss_cl: -0.2793 (-0.2790) time: 0.7466 data: 0.0002 max mem: 29860 [15:35:21.889113] Epoch: [395] [ 220/2904] eta: 0:36:41 lr: 0.001323 loss: 0.1770 (0.1829) loss_rec_all: 0.2030 (0.2090) loss_rec_sfr: 0.2561 (0.2556) loss_cl: -0.2792 (-0.2790) time: 0.7456 data: 0.0002 max mem: 29860 [15:35:36.801607] Epoch: [395] [ 240/2904] eta: 0:36:08 lr: 0.001323 loss: 0.1755 (0.1828) loss_rec_all: 0.2017 (0.2089) loss_rec_sfr: 0.2463 (0.2555) loss_cl: -0.2791 (-0.2790) time: 0.7456 data: 0.0002 max mem: 29860 [15:35:51.732674] Epoch: [395] [ 260/2904] eta: 0:35:38 lr: 0.001323 loss: 0.1766 (0.1835) loss_rec_all: 0.2026 (0.2095) loss_rec_sfr: 0.2572 (0.2585) loss_cl: -0.2779 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [15:36:06.654268] Epoch: [395] [ 280/2904] eta: 0:35:10 lr: 0.001323 loss: 0.1757 (0.1840) loss_rec_all: 0.2023 (0.2101) loss_rec_sfr: 0.2492 (0.2604) loss_cl: -0.2792 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [15:36:21.576460] Epoch: [395] [ 300/2904] eta: 0:34:44 lr: 0.001323 loss: 0.1821 (0.1849) loss_rec_all: 0.2082 (0.2110) loss_rec_sfr: 0.2611 (0.2635) loss_cl: -0.2792 (-0.2790) time: 0.7461 data: 0.0003 max mem: 29860 [15:36:36.494871] Epoch: [395] [ 320/2904] eta: 0:34:19 lr: 0.001323 loss: 0.1778 (0.1850) loss_rec_all: 0.2035 (0.2111) loss_rec_sfr: 0.2543 (0.2639) loss_cl: -0.2786 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [15:36:51.410963] Epoch: [395] [ 340/2904] eta: 0:33:55 lr: 0.001323 loss: 0.1761 (0.1852) loss_rec_all: 0.2022 (0.2113) loss_rec_sfr: 0.2565 (0.2654) loss_cl: -0.2795 (-0.2790) time: 0.7458 data: 0.0002 max mem: 29860 [15:37:06.327085] Epoch: [395] [ 360/2904] eta: 0:33:33 lr: 0.001323 loss: 0.1779 (0.1853) loss_rec_all: 0.2043 (0.2113) loss_rec_sfr: 0.2558 (0.2656) loss_cl: -0.2786 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [15:37:21.246146] Epoch: [395] [ 380/2904] eta: 0:33:11 lr: 0.001323 loss: 0.1763 (0.1855) loss_rec_all: 0.2028 (0.2115) loss_rec_sfr: 0.2565 (0.2663) loss_cl: -0.2788 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [15:37:36.168897] Epoch: [395] [ 400/2904] eta: 0:32:50 lr: 0.001323 loss: 0.1771 (0.1854) loss_rec_all: 0.2035 (0.2115) loss_rec_sfr: 0.2486 (0.2663) loss_cl: -0.2783 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [15:37:51.089906] Epoch: [395] [ 420/2904] eta: 0:32:29 lr: 0.001323 loss: 0.1791 (0.1855) loss_rec_all: 0.2048 (0.2115) loss_rec_sfr: 0.2554 (0.2667) loss_cl: -0.2779 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [15:38:06.011839] Epoch: [395] [ 440/2904] eta: 0:32:09 lr: 0.001323 loss: 0.1808 (0.1858) loss_rec_all: 0.2069 (0.2118) loss_rec_sfr: 0.2562 (0.2676) loss_cl: -0.2790 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [15:38:20.936603] Epoch: [395] [ 460/2904] eta: 0:31:50 lr: 0.001323 loss: 0.1741 (0.1858) loss_rec_all: 0.2004 (0.2118) loss_rec_sfr: 0.2561 (0.2679) loss_cl: -0.2798 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [15:38:35.864473] Epoch: [395] [ 480/2904] eta: 0:31:30 lr: 0.001323 loss: 0.1791 (0.1860) loss_rec_all: 0.2053 (0.2120) loss_rec_sfr: 0.2619 (0.2691) loss_cl: -0.2791 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [15:38:50.789624] Epoch: [395] [ 500/2904] eta: 0:31:12 lr: 0.001323 loss: 0.1784 (0.1863) loss_rec_all: 0.2043 (0.2123) loss_rec_sfr: 0.2505 (0.2699) loss_cl: -0.2785 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [15:39:05.710753] Epoch: [395] [ 520/2904] eta: 0:30:53 lr: 0.001323 loss: 0.1746 (0.1861) loss_rec_all: 0.2013 (0.2121) loss_rec_sfr: 0.2199 (0.2687) loss_cl: -0.2796 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [15:39:20.625298] Epoch: [395] [ 540/2904] eta: 0:30:35 lr: 0.001323 loss: 0.1780 (0.1859) loss_rec_all: 0.2040 (0.2120) loss_rec_sfr: 0.2618 (0.2690) loss_cl: -0.2789 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [15:39:35.529008] Epoch: [395] [ 560/2904] eta: 0:30:17 lr: 0.001323 loss: 0.1757 (0.1859) loss_rec_all: 0.2021 (0.2120) loss_rec_sfr: 0.2138 (0.2688) loss_cl: -0.2783 (-0.2789) time: 0.7451 data: 0.0002 max mem: 29860 [15:39:50.435244] Epoch: [395] [ 580/2904] eta: 0:29:59 lr: 0.001323 loss: 0.1780 (0.1860) loss_rec_all: 0.2045 (0.2120) loss_rec_sfr: 0.2567 (0.2684) loss_cl: -0.2786 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [15:40:05.355126] Epoch: [395] [ 600/2904] eta: 0:29:41 lr: 0.001323 loss: 0.1753 (0.1861) loss_rec_all: 0.2020 (0.2121) loss_rec_sfr: 0.2532 (0.2688) loss_cl: -0.2790 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [15:40:20.275837] Epoch: [395] [ 620/2904] eta: 0:29:24 lr: 0.001323 loss: 0.1714 (0.1858) loss_rec_all: 0.1976 (0.2118) loss_rec_sfr: 0.2417 (0.2679) loss_cl: -0.2795 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [15:40:35.199824] Epoch: [395] [ 640/2904] eta: 0:29:06 lr: 0.001323 loss: 0.1778 (0.1860) loss_rec_all: 0.2041 (0.2120) loss_rec_sfr: 0.2670 (0.2688) loss_cl: -0.2788 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [15:40:50.126066] Epoch: [395] [ 660/2904] eta: 0:28:49 lr: 0.001323 loss: 0.1762 (0.1860) loss_rec_all: 0.2021 (0.2120) loss_rec_sfr: 0.2570 (0.2686) loss_cl: -0.2792 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [15:41:05.046233] Epoch: [395] [ 680/2904] eta: 0:28:32 lr: 0.001323 loss: 0.1756 (0.1859) loss_rec_all: 0.2021 (0.2119) loss_rec_sfr: 0.2457 (0.2680) loss_cl: -0.2797 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [15:41:19.963830] Epoch: [395] [ 700/2904] eta: 0:28:15 lr: 0.001323 loss: 0.1757 (0.1859) loss_rec_all: 0.2019 (0.2119) loss_rec_sfr: 0.2605 (0.2685) loss_cl: -0.2792 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [15:41:34.882030] Epoch: [395] [ 720/2904] eta: 0:27:58 lr: 0.001323 loss: 0.1759 (0.1861) loss_rec_all: 0.2019 (0.2121) loss_rec_sfr: 0.2574 (0.2692) loss_cl: -0.2785 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [15:41:49.801115] Epoch: [395] [ 740/2904] eta: 0:27:42 lr: 0.001323 loss: 0.1770 (0.1861) loss_rec_all: 0.2031 (0.2121) loss_rec_sfr: 0.2405 (0.2694) loss_cl: -0.2784 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [15:42:04.721098] Epoch: [395] [ 760/2904] eta: 0:27:25 lr: 0.001322 loss: 0.1794 (0.1863) loss_rec_all: 0.2057 (0.2123) loss_rec_sfr: 0.2541 (0.2700) loss_cl: -0.2787 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [15:42:19.637589] Epoch: [395] [ 780/2904] eta: 0:27:08 lr: 0.001322 loss: 0.1780 (0.1863) loss_rec_all: 0.2041 (0.2123) loss_rec_sfr: 0.2586 (0.2702) loss_cl: -0.2794 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [15:42:34.563298] Epoch: [395] [ 800/2904] eta: 0:26:52 lr: 0.001322 loss: 0.1756 (0.1863) loss_rec_all: 0.2020 (0.2123) loss_rec_sfr: 0.2556 (0.2702) loss_cl: -0.2789 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [15:42:49.479009] Epoch: [395] [ 820/2904] eta: 0:26:36 lr: 0.001322 loss: 0.1769 (0.1863) loss_rec_all: 0.2030 (0.2123) loss_rec_sfr: 0.2605 (0.2705) loss_cl: -0.2784 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [15:43:04.394345] Epoch: [395] [ 840/2904] eta: 0:26:19 lr: 0.001322 loss: 0.1709 (0.1863) loss_rec_all: 0.1973 (0.2123) loss_rec_sfr: 0.2191 (0.2701) loss_cl: -0.2786 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [15:43:19.315497] Epoch: [395] [ 860/2904] eta: 0:26:03 lr: 0.001322 loss: 0.1759 (0.1863) loss_rec_all: 0.2018 (0.2123) loss_rec_sfr: 0.2600 (0.2702) loss_cl: -0.2783 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [15:43:34.237315] Epoch: [395] [ 880/2904] eta: 0:25:47 lr: 0.001322 loss: 0.1764 (0.1862) loss_rec_all: 0.2028 (0.2122) loss_rec_sfr: 0.2317 (0.2696) loss_cl: -0.2790 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [15:43:49.157208] Epoch: [395] [ 900/2904] eta: 0:25:31 lr: 0.001322 loss: 0.1768 (0.1863) loss_rec_all: 0.2036 (0.2123) loss_rec_sfr: 0.2589 (0.2700) loss_cl: -0.2793 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [15:44:04.081125] Epoch: [395] [ 920/2904] eta: 0:25:15 lr: 0.001322 loss: 0.1796 (0.1865) loss_rec_all: 0.2056 (0.2125) loss_rec_sfr: 0.2603 (0.2712) loss_cl: -0.2791 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [15:44:19.003357] Epoch: [395] [ 940/2904] eta: 0:24:59 lr: 0.001322 loss: 0.1742 (0.1868) loss_rec_all: 0.2006 (0.2128) loss_rec_sfr: 0.2484 (0.2719) loss_cl: -0.2795 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [15:44:33.921057] Epoch: [395] [ 960/2904] eta: 0:24:43 lr: 0.001322 loss: 0.1730 (0.1867) loss_rec_all: 0.1992 (0.2127) loss_rec_sfr: 0.2499 (0.2718) loss_cl: -0.2789 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [15:44:48.839074] Epoch: [395] [ 980/2904] eta: 0:24:27 lr: 0.001322 loss: 0.1774 (0.1866) loss_rec_all: 0.2038 (0.2126) loss_rec_sfr: 0.2548 (0.2714) loss_cl: -0.2785 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [15:45:03.761492] Epoch: [395] [1000/2904] eta: 0:24:11 lr: 0.001322 loss: 0.1768 (0.1866) loss_rec_all: 0.2030 (0.2126) loss_rec_sfr: 0.2406 (0.2712) loss_cl: -0.2792 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [15:45:18.679341] Epoch: [395] [1020/2904] eta: 0:23:55 lr: 0.001322 loss: 0.1806 (0.1869) loss_rec_all: 0.2065 (0.2129) loss_rec_sfr: 0.2676 (0.2724) loss_cl: -0.2793 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [15:45:33.594222] Epoch: [395] [1040/2904] eta: 0:23:39 lr: 0.001322 loss: 0.1777 (0.1869) loss_rec_all: 0.2038 (0.2128) loss_rec_sfr: 0.2559 (0.2721) loss_cl: -0.2789 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [15:45:48.510646] Epoch: [395] [1060/2904] eta: 0:23:24 lr: 0.001322 loss: 0.1756 (0.1868) loss_rec_all: 0.2019 (0.2128) loss_rec_sfr: 0.2589 (0.2720) loss_cl: -0.2790 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [15:46:03.438993] Epoch: [395] [1080/2904] eta: 0:23:08 lr: 0.001322 loss: 0.1748 (0.1867) loss_rec_all: 0.2008 (0.2126) loss_rec_sfr: 0.2506 (0.2714) loss_cl: -0.2783 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [15:46:18.360168] Epoch: [395] [1100/2904] eta: 0:22:52 lr: 0.001322 loss: 0.1755 (0.1867) loss_rec_all: 0.2019 (0.2127) loss_rec_sfr: 0.2506 (0.2715) loss_cl: -0.2791 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [15:46:33.281414] Epoch: [395] [1120/2904] eta: 0:22:36 lr: 0.001322 loss: 0.1790 (0.1867) loss_rec_all: 0.2052 (0.2127) loss_rec_sfr: 0.2514 (0.2715) loss_cl: -0.2784 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [15:46:48.195771] Epoch: [395] [1140/2904] eta: 0:22:21 lr: 0.001322 loss: 0.1762 (0.1866) loss_rec_all: 0.2020 (0.2126) loss_rec_sfr: 0.2478 (0.2711) loss_cl: -0.2783 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [15:47:03.110668] Epoch: [395] [1160/2904] eta: 0:22:05 lr: 0.001322 loss: 0.1719 (0.1866) loss_rec_all: 0.1978 (0.2126) loss_rec_sfr: 0.2542 (0.2709) loss_cl: -0.2781 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [15:47:18.025490] Epoch: [395] [1180/2904] eta: 0:21:49 lr: 0.001322 loss: 0.1817 (0.1866) loss_rec_all: 0.2078 (0.2126) loss_rec_sfr: 0.2518 (0.2711) loss_cl: -0.2782 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [15:47:32.935088] Epoch: [395] [1200/2904] eta: 0:21:34 lr: 0.001322 loss: 0.1757 (0.1866) loss_rec_all: 0.2019 (0.2126) loss_rec_sfr: 0.2552 (0.2713) loss_cl: -0.2792 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [15:47:47.849578] Epoch: [395] [1220/2904] eta: 0:21:18 lr: 0.001322 loss: 0.1762 (0.1866) loss_rec_all: 0.2022 (0.2126) loss_rec_sfr: 0.2596 (0.2714) loss_cl: -0.2796 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [15:48:02.767441] Epoch: [395] [1240/2904] eta: 0:21:03 lr: 0.001322 loss: 0.1781 (0.1867) loss_rec_all: 0.2044 (0.2126) loss_rec_sfr: 0.2555 (0.2716) loss_cl: -0.2794 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [15:48:17.686989] Epoch: [395] [1260/2904] eta: 0:20:47 lr: 0.001322 loss: 0.1740 (0.1866) loss_rec_all: 0.2002 (0.2126) loss_rec_sfr: 0.2503 (0.2714) loss_cl: -0.2788 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [15:48:32.599262] Epoch: [395] [1280/2904] eta: 0:20:32 lr: 0.001322 loss: 0.1809 (0.1867) loss_rec_all: 0.2069 (0.2127) loss_rec_sfr: 0.2593 (0.2717) loss_cl: -0.2779 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [15:48:47.517653] Epoch: [395] [1300/2904] eta: 0:20:16 lr: 0.001322 loss: 0.1809 (0.1868) loss_rec_all: 0.2070 (0.2128) loss_rec_sfr: 0.2677 (0.2721) loss_cl: -0.2788 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [15:49:02.432091] Epoch: [395] [1320/2904] eta: 0:20:01 lr: 0.001322 loss: 0.1780 (0.1869) loss_rec_all: 0.2044 (0.2129) loss_rec_sfr: 0.2501 (0.2723) loss_cl: -0.2788 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [15:49:17.347036] Epoch: [395] [1340/2904] eta: 0:19:45 lr: 0.001322 loss: 0.1756 (0.1869) loss_rec_all: 0.2019 (0.2129) loss_rec_sfr: 0.2535 (0.2725) loss_cl: -0.2792 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [15:49:32.263783] Epoch: [395] [1360/2904] eta: 0:19:30 lr: 0.001321 loss: 0.1802 (0.1870) loss_rec_all: 0.2066 (0.2130) loss_rec_sfr: 0.2573 (0.2727) loss_cl: -0.2793 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [15:49:47.178160] Epoch: [395] [1380/2904] eta: 0:19:14 lr: 0.001321 loss: 0.1792 (0.1872) loss_rec_all: 0.2059 (0.2132) loss_rec_sfr: 0.2574 (0.2732) loss_cl: -0.2793 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [15:50:02.094168] Epoch: [395] [1400/2904] eta: 0:18:59 lr: 0.001321 loss: 0.1750 (0.1872) loss_rec_all: 0.2010 (0.2132) loss_rec_sfr: 0.2583 (0.2732) loss_cl: -0.2797 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [15:50:17.013430] Epoch: [395] [1420/2904] eta: 0:18:44 lr: 0.001321 loss: 0.1808 (0.1872) loss_rec_all: 0.2069 (0.2132) loss_rec_sfr: 0.2575 (0.2735) loss_cl: -0.2785 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [15:50:31.927832] Epoch: [395] [1440/2904] eta: 0:18:28 lr: 0.001321 loss: 0.1744 (0.1872) loss_rec_all: 0.2007 (0.2132) loss_rec_sfr: 0.2537 (0.2734) loss_cl: -0.2785 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [15:50:46.843612] Epoch: [395] [1460/2904] eta: 0:18:13 lr: 0.001321 loss: 0.1752 (0.1873) loss_rec_all: 0.2019 (0.2133) loss_rec_sfr: 0.2573 (0.2738) loss_cl: -0.2795 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [15:51:01.764019] Epoch: [395] [1480/2904] eta: 0:17:57 lr: 0.001321 loss: 0.1807 (0.1873) loss_rec_all: 0.2067 (0.2133) loss_rec_sfr: 0.2575 (0.2738) loss_cl: -0.2783 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [15:51:16.684247] Epoch: [395] [1500/2904] eta: 0:17:42 lr: 0.001321 loss: 0.1744 (0.1873) loss_rec_all: 0.2004 (0.2132) loss_rec_sfr: 0.2501 (0.2738) loss_cl: -0.2784 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [15:51:31.598069] Epoch: [395] [1520/2904] eta: 0:17:27 lr: 0.001321 loss: 0.1769 (0.1872) loss_rec_all: 0.2033 (0.2132) loss_rec_sfr: 0.2505 (0.2736) loss_cl: -0.2789 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [15:51:46.517984] Epoch: [395] [1540/2904] eta: 0:17:11 lr: 0.001321 loss: 0.1761 (0.1873) loss_rec_all: 0.2019 (0.2132) loss_rec_sfr: 0.2511 (0.2737) loss_cl: -0.2790 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [15:52:01.432146] Epoch: [395] [1560/2904] eta: 0:16:56 lr: 0.001321 loss: 0.1751 (0.1872) loss_rec_all: 0.2012 (0.2132) loss_rec_sfr: 0.2584 (0.2736) loss_cl: -0.2797 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [15:52:16.347661] Epoch: [395] [1580/2904] eta: 0:16:41 lr: 0.001321 loss: 0.1810 (0.1872) loss_rec_all: 0.2069 (0.2131) loss_rec_sfr: 0.2491 (0.2733) loss_cl: -0.2784 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [15:52:31.264851] Epoch: [395] [1600/2904] eta: 0:16:26 lr: 0.001321 loss: 0.1731 (0.1871) loss_rec_all: 0.1995 (0.2131) loss_rec_sfr: 0.2445 (0.2731) loss_cl: -0.2785 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [15:52:46.175427] Epoch: [395] [1620/2904] eta: 0:16:10 lr: 0.001321 loss: 0.1761 (0.1872) loss_rec_all: 0.2022 (0.2132) loss_rec_sfr: 0.2658 (0.2734) loss_cl: -0.2783 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [15:53:01.097755] Epoch: [395] [1640/2904] eta: 0:15:55 lr: 0.001321 loss: 0.1764 (0.1872) loss_rec_all: 0.2025 (0.2132) loss_rec_sfr: 0.2546 (0.2736) loss_cl: -0.2794 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [15:53:16.019512] Epoch: [395] [1660/2904] eta: 0:15:40 lr: 0.001321 loss: 0.1755 (0.1871) loss_rec_all: 0.2017 (0.2131) loss_rec_sfr: 0.2484 (0.2732) loss_cl: -0.2791 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [15:53:30.946235] Epoch: [395] [1680/2904] eta: 0:15:24 lr: 0.001321 loss: 0.1742 (0.1871) loss_rec_all: 0.2006 (0.2131) loss_rec_sfr: 0.2531 (0.2731) loss_cl: -0.2793 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [15:53:45.879577] Epoch: [395] [1700/2904] eta: 0:15:09 lr: 0.001321 loss: 0.1810 (0.1871) loss_rec_all: 0.2070 (0.2131) loss_rec_sfr: 0.2602 (0.2731) loss_cl: -0.2787 (-0.2789) time: 0.7466 data: 0.0002 max mem: 29860 [15:54:00.798060] Epoch: [395] [1720/2904] eta: 0:14:54 lr: 0.001321 loss: 0.1779 (0.1872) loss_rec_all: 0.2039 (0.2131) loss_rec_sfr: 0.2638 (0.2733) loss_cl: -0.2780 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [15:54:15.711238] Epoch: [395] [1740/2904] eta: 0:14:39 lr: 0.001321 loss: 0.1738 (0.1871) loss_rec_all: 0.1998 (0.2131) loss_rec_sfr: 0.2334 (0.2732) loss_cl: -0.2786 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [15:54:30.622707] Epoch: [395] [1760/2904] eta: 0:14:23 lr: 0.001321 loss: 0.1753 (0.1871) loss_rec_all: 0.2015 (0.2131) loss_rec_sfr: 0.2542 (0.2732) loss_cl: -0.2794 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [15:54:45.529983] Epoch: [395] [1780/2904] eta: 0:14:08 lr: 0.001321 loss: 0.1742 (0.1871) loss_rec_all: 0.2003 (0.2131) loss_rec_sfr: 0.2524 (0.2732) loss_cl: -0.2792 (-0.2788) time: 0.7453 data: 0.0002 max mem: 29860 [15:55:00.441165] Epoch: [395] [1800/2904] eta: 0:13:53 lr: 0.001321 loss: 0.1769 (0.1871) loss_rec_all: 0.2031 (0.2131) loss_rec_sfr: 0.2502 (0.2733) loss_cl: -0.2792 (-0.2788) time: 0.7455 data: 0.0002 max mem: 29860 [15:55:15.353106] Epoch: [395] [1820/2904] eta: 0:13:38 lr: 0.001321 loss: 0.1730 (0.1871) loss_rec_all: 0.1992 (0.2131) loss_rec_sfr: 0.2543 (0.2733) loss_cl: -0.2794 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [15:55:30.270649] Epoch: [395] [1840/2904] eta: 0:13:23 lr: 0.001321 loss: 0.1725 (0.1870) loss_rec_all: 0.1991 (0.2130) loss_rec_sfr: 0.2218 (0.2729) loss_cl: -0.2796 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [15:55:45.182477] Epoch: [395] [1860/2904] eta: 0:13:07 lr: 0.001321 loss: 0.1744 (0.1869) loss_rec_all: 0.2005 (0.2129) loss_rec_sfr: 0.2153 (0.2725) loss_cl: -0.2788 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [15:56:00.122962] Epoch: [395] [1880/2904] eta: 0:12:52 lr: 0.001321 loss: 0.1757 (0.1868) loss_rec_all: 0.2021 (0.2128) loss_rec_sfr: 0.2488 (0.2723) loss_cl: -0.2780 (-0.2789) time: 0.7470 data: 0.0002 max mem: 29860 [15:56:15.036476] Epoch: [395] [1900/2904] eta: 0:12:37 lr: 0.001321 loss: 0.1745 (0.1867) loss_rec_all: 0.2009 (0.2127) loss_rec_sfr: 0.2530 (0.2722) loss_cl: -0.2788 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [15:56:29.959649] Epoch: [395] [1920/2904] eta: 0:12:22 lr: 0.001321 loss: 0.1768 (0.1867) loss_rec_all: 0.2035 (0.2127) loss_rec_sfr: 0.2601 (0.2722) loss_cl: -0.2789 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [15:56:44.881215] Epoch: [395] [1940/2904] eta: 0:12:07 lr: 0.001320 loss: 0.1812 (0.1869) loss_rec_all: 0.2073 (0.2129) loss_rec_sfr: 0.2547 (0.2726) loss_cl: -0.2791 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [15:56:59.809460] Epoch: [395] [1960/2904] eta: 0:11:52 lr: 0.001320 loss: 0.1761 (0.1869) loss_rec_all: 0.2024 (0.2128) loss_rec_sfr: 0.2478 (0.2725) loss_cl: -0.2794 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [15:57:14.741845] Epoch: [395] [1980/2904] eta: 0:11:36 lr: 0.001320 loss: 0.1757 (0.1869) loss_rec_all: 0.2022 (0.2129) loss_rec_sfr: 0.2529 (0.2726) loss_cl: -0.2793 (-0.2789) time: 0.7466 data: 0.0002 max mem: 29860 [15:57:29.682042] Epoch: [395] [2000/2904] eta: 0:11:21 lr: 0.001320 loss: 0.1779 (0.1869) loss_rec_all: 0.2040 (0.2129) loss_rec_sfr: 0.2472 (0.2726) loss_cl: -0.2787 (-0.2789) time: 0.7470 data: 0.0002 max mem: 29860 [15:57:44.614539] Epoch: [395] [2020/2904] eta: 0:11:06 lr: 0.001320 loss: 0.1802 (0.1869) loss_rec_all: 0.2061 (0.2129) loss_rec_sfr: 0.2634 (0.2727) loss_cl: -0.2789 (-0.2789) time: 0.7466 data: 0.0002 max mem: 29860 [15:57:59.539128] Epoch: [395] [2040/2904] eta: 0:10:51 lr: 0.001320 loss: 0.1791 (0.1869) loss_rec_all: 0.2052 (0.2129) loss_rec_sfr: 0.2542 (0.2728) loss_cl: -0.2790 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [15:58:14.459374] Epoch: [395] [2060/2904] eta: 0:10:36 lr: 0.001320 loss: 0.1768 (0.1869) loss_rec_all: 0.2030 (0.2129) loss_rec_sfr: 0.2312 (0.2726) loss_cl: -0.2794 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [15:58:29.378729] Epoch: [395] [2080/2904] eta: 0:10:21 lr: 0.001320 loss: 0.1786 (0.1870) loss_rec_all: 0.2047 (0.2129) loss_rec_sfr: 0.2622 (0.2729) loss_cl: -0.2785 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [15:58:44.298555] Epoch: [395] [2100/2904] eta: 0:10:05 lr: 0.001320 loss: 0.1729 (0.1869) loss_rec_all: 0.1993 (0.2129) loss_rec_sfr: 0.2451 (0.2726) loss_cl: -0.2785 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [15:58:59.212237] Epoch: [395] [2120/2904] eta: 0:09:50 lr: 0.001320 loss: 0.1786 (0.1869) loss_rec_all: 0.2045 (0.2129) loss_rec_sfr: 0.2534 (0.2727) loss_cl: -0.2779 (-0.2788) time: 0.7456 data: 0.0002 max mem: 29860 [15:59:14.126745] Epoch: [395] [2140/2904] eta: 0:09:35 lr: 0.001320 loss: 0.1776 (0.1869) loss_rec_all: 0.2036 (0.2129) loss_rec_sfr: 0.2507 (0.2726) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [15:59:29.043668] Epoch: [395] [2160/2904] eta: 0:09:20 lr: 0.001320 loss: 0.1765 (0.1869) loss_rec_all: 0.2031 (0.2129) loss_rec_sfr: 0.2525 (0.2726) loss_cl: -0.2801 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [15:59:43.961125] Epoch: [395] [2180/2904] eta: 0:09:05 lr: 0.001320 loss: 0.1849 (0.1870) loss_rec_all: 0.2108 (0.2130) loss_rec_sfr: 0.2657 (0.2728) loss_cl: -0.2791 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [15:59:58.877460] Epoch: [395] [2200/2904] eta: 0:08:50 lr: 0.001320 loss: 0.1747 (0.1870) loss_rec_all: 0.2007 (0.2129) loss_rec_sfr: 0.2575 (0.2728) loss_cl: -0.2785 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [16:00:13.803197] Epoch: [395] [2220/2904] eta: 0:08:35 lr: 0.001320 loss: 0.1757 (0.1869) loss_rec_all: 0.2019 (0.2129) loss_rec_sfr: 0.2540 (0.2728) loss_cl: -0.2785 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [16:00:28.732804] Epoch: [395] [2240/2904] eta: 0:08:20 lr: 0.001320 loss: 0.1787 (0.1870) loss_rec_all: 0.2048 (0.2129) loss_rec_sfr: 0.2538 (0.2727) loss_cl: -0.2798 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [16:00:43.652490] Epoch: [395] [2260/2904] eta: 0:08:05 lr: 0.001320 loss: 0.1750 (0.1869) loss_rec_all: 0.2017 (0.2129) loss_rec_sfr: 0.2523 (0.2726) loss_cl: -0.2791 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [16:00:58.571912] Epoch: [395] [2280/2904] eta: 0:07:49 lr: 0.001320 loss: 0.1798 (0.1870) loss_rec_all: 0.2060 (0.2129) loss_rec_sfr: 0.2564 (0.2728) loss_cl: -0.2780 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [16:01:13.487392] Epoch: [395] [2300/2904] eta: 0:07:34 lr: 0.001320 loss: 0.1777 (0.1869) loss_rec_all: 0.2039 (0.2129) loss_rec_sfr: 0.2612 (0.2727) loss_cl: -0.2790 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [16:01:28.400272] Epoch: [395] [2320/2904] eta: 0:07:19 lr: 0.001320 loss: 0.1838 (0.1869) loss_rec_all: 0.2099 (0.2129) loss_rec_sfr: 0.2587 (0.2728) loss_cl: -0.2794 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [16:01:43.314293] Epoch: [395] [2340/2904] eta: 0:07:04 lr: 0.001320 loss: 0.1787 (0.1869) loss_rec_all: 0.2050 (0.2129) loss_rec_sfr: 0.2508 (0.2726) loss_cl: -0.2791 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [16:01:58.228428] Epoch: [395] [2360/2904] eta: 0:06:49 lr: 0.001320 loss: 0.1749 (0.1869) loss_rec_all: 0.2013 (0.2129) loss_rec_sfr: 0.2514 (0.2727) loss_cl: -0.2791 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [16:02:13.149401] Epoch: [395] [2380/2904] eta: 0:06:34 lr: 0.001320 loss: 0.1761 (0.1868) loss_rec_all: 0.2020 (0.2128) loss_rec_sfr: 0.2505 (0.2725) loss_cl: -0.2791 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [16:02:28.072987] Epoch: [395] [2400/2904] eta: 0:06:19 lr: 0.001320 loss: 0.1766 (0.1869) loss_rec_all: 0.2027 (0.2128) loss_rec_sfr: 0.2500 (0.2726) loss_cl: -0.2790 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [16:02:42.997483] Epoch: [395] [2420/2904] eta: 0:06:04 lr: 0.001320 loss: 0.1763 (0.1868) loss_rec_all: 0.2029 (0.2128) loss_rec_sfr: 0.2463 (0.2724) loss_cl: -0.2785 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [16:02:57.913174] Epoch: [395] [2440/2904] eta: 0:05:49 lr: 0.001320 loss: 0.1844 (0.1869) loss_rec_all: 0.2102 (0.2129) loss_rec_sfr: 0.2551 (0.2725) loss_cl: -0.2782 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [16:03:12.830438] Epoch: [395] [2460/2904] eta: 0:05:34 lr: 0.001320 loss: 0.1838 (0.1869) loss_rec_all: 0.2099 (0.2129) loss_rec_sfr: 0.2551 (0.2726) loss_cl: -0.2791 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [16:03:27.750269] Epoch: [395] [2480/2904] eta: 0:05:19 lr: 0.001320 loss: 0.1764 (0.1869) loss_rec_all: 0.2024 (0.2129) loss_rec_sfr: 0.2527 (0.2726) loss_cl: -0.2793 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [16:03:42.671498] Epoch: [395] [2500/2904] eta: 0:05:04 lr: 0.001320 loss: 0.1784 (0.1869) loss_rec_all: 0.2043 (0.2129) loss_rec_sfr: 0.2546 (0.2726) loss_cl: -0.2792 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [16:03:57.588010] Epoch: [395] [2520/2904] eta: 0:04:48 lr: 0.001320 loss: 0.1725 (0.1868) loss_rec_all: 0.1985 (0.2128) loss_rec_sfr: 0.2297 (0.2723) loss_cl: -0.2788 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [16:04:12.505451] Epoch: [395] [2540/2904] eta: 0:04:33 lr: 0.001319 loss: 0.1771 (0.1868) loss_rec_all: 0.2031 (0.2128) loss_rec_sfr: 0.2529 (0.2723) loss_cl: -0.2795 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [16:04:27.421323] Epoch: [395] [2560/2904] eta: 0:04:18 lr: 0.001319 loss: 0.1763 (0.1868) loss_rec_all: 0.2024 (0.2128) loss_rec_sfr: 0.2417 (0.2720) loss_cl: -0.2795 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [16:04:42.336329] Epoch: [395] [2580/2904] eta: 0:04:03 lr: 0.001319 loss: 0.1779 (0.1868) loss_rec_all: 0.2038 (0.2128) loss_rec_sfr: 0.2571 (0.2722) loss_cl: -0.2788 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [16:04:57.251649] Epoch: [395] [2600/2904] eta: 0:03:48 lr: 0.001319 loss: 0.1867 (0.1869) loss_rec_all: 0.2128 (0.2129) loss_rec_sfr: 0.2633 (0.2726) loss_cl: -0.2785 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [16:05:12.169689] Epoch: [395] [2620/2904] eta: 0:03:33 lr: 0.001319 loss: 0.1765 (0.1870) loss_rec_all: 0.2031 (0.2129) loss_rec_sfr: 0.2576 (0.2726) loss_cl: -0.2788 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [16:05:27.087584] Epoch: [395] [2640/2904] eta: 0:03:18 lr: 0.001319 loss: 0.1738 (0.1869) loss_rec_all: 0.2001 (0.2129) loss_rec_sfr: 0.2519 (0.2725) loss_cl: -0.2787 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [16:05:41.992886] Epoch: [395] [2660/2904] eta: 0:03:03 lr: 0.001319 loss: 0.1781 (0.1869) loss_rec_all: 0.2042 (0.2129) loss_rec_sfr: 0.2523 (0.2725) loss_cl: -0.2792 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [16:05:56.912082] Epoch: [395] [2680/2904] eta: 0:02:48 lr: 0.001319 loss: 0.1782 (0.1870) loss_rec_all: 0.2046 (0.2130) loss_rec_sfr: 0.2608 (0.2728) loss_cl: -0.2795 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [16:06:11.824291] Epoch: [395] [2700/2904] eta: 0:02:33 lr: 0.001319 loss: 0.1754 (0.1870) loss_rec_all: 0.2014 (0.2129) loss_rec_sfr: 0.2414 (0.2727) loss_cl: -0.2784 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [16:06:26.736331] Epoch: [395] [2720/2904] eta: 0:02:18 lr: 0.001319 loss: 0.1784 (0.1870) loss_rec_all: 0.2044 (0.2130) loss_rec_sfr: 0.2425 (0.2728) loss_cl: -0.2781 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [16:06:41.646453] Epoch: [395] [2740/2904] eta: 0:02:03 lr: 0.001319 loss: 0.1793 (0.1870) loss_rec_all: 0.2056 (0.2130) loss_rec_sfr: 0.2469 (0.2727) loss_cl: -0.2790 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [16:06:56.558134] Epoch: [395] [2760/2904] eta: 0:01:48 lr: 0.001319 loss: 0.1773 (0.1870) loss_rec_all: 0.2036 (0.2130) loss_rec_sfr: 0.2597 (0.2728) loss_cl: -0.2800 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [16:07:11.476584] Epoch: [395] [2780/2904] eta: 0:01:33 lr: 0.001319 loss: 0.1774 (0.1870) loss_rec_all: 0.2036 (0.2130) loss_rec_sfr: 0.2571 (0.2728) loss_cl: -0.2800 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [16:07:26.394157] Epoch: [395] [2800/2904] eta: 0:01:18 lr: 0.001319 loss: 0.1796 (0.1870) loss_rec_all: 0.2058 (0.2130) loss_rec_sfr: 0.2561 (0.2730) loss_cl: -0.2784 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [16:07:41.313534] Epoch: [395] [2820/2904] eta: 0:01:03 lr: 0.001319 loss: 0.1775 (0.1870) loss_rec_all: 0.2034 (0.2130) loss_rec_sfr: 0.2458 (0.2730) loss_cl: -0.2791 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [16:07:56.260056] Epoch: [395] [2840/2904] eta: 0:00:48 lr: 0.001319 loss: 0.1741 (0.1870) loss_rec_all: 0.2006 (0.2130) loss_rec_sfr: 0.2500 (0.2728) loss_cl: -0.2791 (-0.2789) time: 0.7473 data: 0.0023 max mem: 29860 [16:08:11.163425] Epoch: [395] [2860/2904] eta: 0:00:33 lr: 0.001319 loss: 0.1739 (0.1869) loss_rec_all: 0.2007 (0.2129) loss_rec_sfr: 0.2483 (0.2726) loss_cl: -0.2789 (-0.2789) time: 0.7451 data: 0.0001 max mem: 29860 [16:08:26.067197] Epoch: [395] [2880/2904] eta: 0:00:18 lr: 0.001319 loss: 0.1807 (0.1869) loss_rec_all: 0.2066 (0.2129) loss_rec_sfr: 0.2609 (0.2726) loss_cl: -0.2782 (-0.2789) time: 0.7451 data: 0.0001 max mem: 29860 [16:08:40.971273] Epoch: [395] [2900/2904] eta: 0:00:03 lr: 0.001319 loss: 0.1797 (0.1870) loss_rec_all: 0.2060 (0.2130) loss_rec_sfr: 0.2690 (0.2729) loss_cl: -0.2788 (-0.2789) time: 0.7451 data: 0.0001 max mem: 29860 [16:08:43.215576] Epoch: [395] [2903/2904] eta: 0:00:00 lr: 0.001319 loss: 0.1778 (0.1870) loss_rec_all: 0.2038 (0.2130) loss_rec_sfr: 0.2690 (0.2730) loss_cl: -0.2790 (-0.2789) time: 0.7453 data: 0.0001 max mem: 29860 [16:08:45.452201] Epoch: [395] Total time: 0:36:24 (0.7524 s / it) [16:08:45.461546] Averaged stats: lr: 0.001319 loss: 0.1778 (0.1893) loss_rec_all: 0.2038 (0.2129) loss_rec_sfr: 0.2690 (0.2731) loss_cl: -0.2790 (-0.2557) [16:08:45.469476] log_dir: ./checkpoint/VF2_ViT-B [16:09:05.285451] Epoch: [396] [ 0/2904] eta: 15:59:03 lr: 0.001319 loss: 0.1773 (0.1773) loss_rec_all: 0.2039 (0.2039) loss_rec_sfr: 0.1942 (0.1942) loss_cl: -0.2790 (-0.2790) time: 19.8152 data: 18.0527 max mem: 29860 [16:09:21.779754] Epoch: [396] [ 20/2904] eta: 1:23:06 lr: 0.001319 loss: 0.1768 (0.1865) loss_rec_all: 0.2033 (0.2125) loss_rec_sfr: 0.2519 (0.2626) loss_cl: -0.2791 (-0.2789) time: 0.8247 data: 0.0003 max mem: 29860 [16:09:36.719150] Epoch: [396] [ 40/2904] eta: 0:59:39 lr: 0.001319 loss: 0.1766 (0.1880) loss_rec_all: 0.2026 (0.2140) loss_rec_sfr: 0.2681 (0.2774) loss_cl: -0.2788 (-0.2790) time: 0.7469 data: 0.0003 max mem: 29860 [16:09:51.675517] Epoch: [396] [ 60/2904] eta: 0:51:26 lr: 0.001319 loss: 0.1763 (0.1897) loss_rec_all: 0.2026 (0.2156) loss_rec_sfr: 0.2601 (0.2826) loss_cl: -0.2792 (-0.2791) time: 0.7478 data: 0.0003 max mem: 29860 [16:10:06.621826] Epoch: [396] [ 80/2904] eta: 0:47:09 lr: 0.001319 loss: 0.1752 (0.1880) loss_rec_all: 0.2015 (0.2140) loss_rec_sfr: 0.2492 (0.2739) loss_cl: -0.2785 (-0.2790) time: 0.7473 data: 0.0003 max mem: 29860 [16:10:21.616307] Epoch: [396] [ 100/2904] eta: 0:44:29 lr: 0.001319 loss: 0.1775 (0.1878) loss_rec_all: 0.2036 (0.2138) loss_rec_sfr: 0.2440 (0.2724) loss_cl: -0.2793 (-0.2790) time: 0.7496 data: 0.0003 max mem: 29860 [16:10:36.584314] Epoch: [396] [ 120/2904] eta: 0:42:36 lr: 0.001319 loss: 0.1782 (0.1874) loss_rec_all: 0.2042 (0.2134) loss_rec_sfr: 0.2553 (0.2723) loss_cl: -0.2793 (-0.2790) time: 0.7483 data: 0.0003 max mem: 29860 [16:10:51.532567] Epoch: [396] [ 140/2904] eta: 0:41:11 lr: 0.001319 loss: 0.1770 (0.1873) loss_rec_all: 0.2031 (0.2133) loss_rec_sfr: 0.2487 (0.2723) loss_cl: -0.2790 (-0.2790) time: 0.7474 data: 0.0002 max mem: 29860 [16:11:06.506435] Epoch: [396] [ 160/2904] eta: 0:40:03 lr: 0.001319 loss: 0.1753 (0.1872) loss_rec_all: 0.2019 (0.2132) loss_rec_sfr: 0.2479 (0.2709) loss_cl: -0.2782 (-0.2789) time: 0.7486 data: 0.0002 max mem: 29860 [16:11:21.468859] Epoch: [396] [ 180/2904] eta: 0:39:07 lr: 0.001319 loss: 0.1749 (0.1879) loss_rec_all: 0.2013 (0.2139) loss_rec_sfr: 0.2528 (0.2731) loss_cl: -0.2782 (-0.2788) time: 0.7481 data: 0.0002 max mem: 29860 [16:11:36.428167] Epoch: [396] [ 200/2904] eta: 0:38:19 lr: 0.001319 loss: 0.1764 (0.1875) loss_rec_all: 0.2023 (0.2135) loss_rec_sfr: 0.2555 (0.2718) loss_cl: -0.2788 (-0.2788) time: 0.7479 data: 0.0002 max mem: 29860 [16:11:51.382769] Epoch: [396] [ 220/2904] eta: 0:37:37 lr: 0.001318 loss: 0.1757 (0.1876) loss_rec_all: 0.2023 (0.2136) loss_rec_sfr: 0.2541 (0.2728) loss_cl: -0.2788 (-0.2788) time: 0.7477 data: 0.0002 max mem: 29860 [16:12:06.337215] Epoch: [396] [ 240/2904] eta: 0:37:00 lr: 0.001318 loss: 0.1789 (0.1878) loss_rec_all: 0.2047 (0.2138) loss_rec_sfr: 0.2546 (0.2739) loss_cl: -0.2788 (-0.2788) time: 0.7477 data: 0.0003 max mem: 29860 [16:12:21.304425] Epoch: [396] [ 260/2904] eta: 0:36:26 lr: 0.001318 loss: 0.1728 (0.1874) loss_rec_all: 0.1992 (0.2133) loss_rec_sfr: 0.2455 (0.2728) loss_cl: -0.2793 (-0.2788) time: 0.7483 data: 0.0003 max mem: 29860 [16:12:36.260289] Epoch: [396] [ 280/2904] eta: 0:35:54 lr: 0.001318 loss: 0.1842 (0.1881) loss_rec_all: 0.2103 (0.2140) loss_rec_sfr: 0.2603 (0.2750) loss_cl: -0.2788 (-0.2788) time: 0.7477 data: 0.0002 max mem: 29860 [16:12:51.185223] Epoch: [396] [ 300/2904] eta: 0:35:25 lr: 0.001318 loss: 0.1728 (0.1876) loss_rec_all: 0.1993 (0.2136) loss_rec_sfr: 0.2153 (0.2730) loss_cl: -0.2787 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [16:13:06.111914] Epoch: [396] [ 320/2904] eta: 0:34:57 lr: 0.001318 loss: 0.1783 (0.1876) loss_rec_all: 0.2045 (0.2136) loss_rec_sfr: 0.2519 (0.2734) loss_cl: -0.2789 (-0.2788) time: 0.7463 data: 0.0002 max mem: 29860 [16:13:21.032334] Epoch: [396] [ 340/2904] eta: 0:34:31 lr: 0.001318 loss: 0.1783 (0.1879) loss_rec_all: 0.2047 (0.2138) loss_rec_sfr: 0.2589 (0.2743) loss_cl: -0.2799 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [16:13:35.963055] Epoch: [396] [ 360/2904] eta: 0:34:06 lr: 0.001318 loss: 0.1774 (0.1882) loss_rec_all: 0.2037 (0.2142) loss_rec_sfr: 0.2590 (0.2755) loss_cl: -0.2795 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [16:13:50.876458] Epoch: [396] [ 380/2904] eta: 0:33:43 lr: 0.001318 loss: 0.1789 (0.1882) loss_rec_all: 0.2049 (0.2142) loss_rec_sfr: 0.2601 (0.2759) loss_cl: -0.2791 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [16:14:05.793602] Epoch: [396] [ 400/2904] eta: 0:33:20 lr: 0.001318 loss: 0.1792 (0.1880) loss_rec_all: 0.2054 (0.2140) loss_rec_sfr: 0.2548 (0.2751) loss_cl: -0.2783 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [16:14:20.713124] Epoch: [396] [ 420/2904] eta: 0:32:57 lr: 0.001318 loss: 0.1772 (0.1879) loss_rec_all: 0.2032 (0.2139) loss_rec_sfr: 0.2550 (0.2747) loss_cl: -0.2787 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [16:14:35.630623] Epoch: [396] [ 440/2904] eta: 0:32:36 lr: 0.001318 loss: 0.1759 (0.1876) loss_rec_all: 0.2024 (0.2136) loss_rec_sfr: 0.2533 (0.2741) loss_cl: -0.2786 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [16:14:50.555022] Epoch: [396] [ 460/2904] eta: 0:32:15 lr: 0.001318 loss: 0.1728 (0.1876) loss_rec_all: 0.1992 (0.2135) loss_rec_sfr: 0.2454 (0.2738) loss_cl: -0.2791 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [16:15:05.468733] Epoch: [396] [ 480/2904] eta: 0:31:54 lr: 0.001318 loss: 0.1801 (0.1877) loss_rec_all: 0.2066 (0.2136) loss_rec_sfr: 0.2510 (0.2736) loss_cl: -0.2792 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [16:15:20.383121] Epoch: [396] [ 500/2904] eta: 0:31:34 lr: 0.001318 loss: 0.1733 (0.1875) loss_rec_all: 0.1994 (0.2135) loss_rec_sfr: 0.2557 (0.2735) loss_cl: -0.2796 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [16:15:35.301093] Epoch: [396] [ 520/2904] eta: 0:31:15 lr: 0.001318 loss: 0.1744 (0.1872) loss_rec_all: 0.2009 (0.2132) loss_rec_sfr: 0.2293 (0.2722) loss_cl: -0.2794 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [16:15:50.213953] Epoch: [396] [ 540/2904] eta: 0:30:55 lr: 0.001318 loss: 0.1766 (0.1870) loss_rec_all: 0.2027 (0.2130) loss_rec_sfr: 0.2508 (0.2717) loss_cl: -0.2786 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [16:16:05.135000] Epoch: [396] [ 560/2904] eta: 0:30:36 lr: 0.001318 loss: 0.1768 (0.1870) loss_rec_all: 0.2028 (0.2130) loss_rec_sfr: 0.2528 (0.2723) loss_cl: -0.2787 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [16:16:20.064644] Epoch: [396] [ 580/2904] eta: 0:30:18 lr: 0.001318 loss: 0.1757 (0.1869) loss_rec_all: 0.2020 (0.2129) loss_rec_sfr: 0.2481 (0.2717) loss_cl: -0.2791 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [16:16:34.983570] Epoch: [396] [ 600/2904] eta: 0:29:59 lr: 0.001318 loss: 0.1781 (0.1869) loss_rec_all: 0.2048 (0.2129) loss_rec_sfr: 0.2507 (0.2716) loss_cl: -0.2796 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [16:16:49.900261] Epoch: [396] [ 620/2904] eta: 0:29:41 lr: 0.001318 loss: 0.1744 (0.1868) loss_rec_all: 0.2007 (0.2128) loss_rec_sfr: 0.2446 (0.2712) loss_cl: -0.2796 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [16:17:04.812351] Epoch: [396] [ 640/2904] eta: 0:29:23 lr: 0.001318 loss: 0.1838 (0.1872) loss_rec_all: 0.2098 (0.2132) loss_rec_sfr: 0.2616 (0.2727) loss_cl: -0.2782 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [16:17:19.723318] Epoch: [396] [ 660/2904] eta: 0:29:05 lr: 0.001318 loss: 0.1756 (0.1870) loss_rec_all: 0.2015 (0.2129) loss_rec_sfr: 0.2483 (0.2719) loss_cl: -0.2785 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [16:17:34.635585] Epoch: [396] [ 680/2904] eta: 0:28:48 lr: 0.001318 loss: 0.1760 (0.1870) loss_rec_all: 0.2020 (0.2129) loss_rec_sfr: 0.2456 (0.2718) loss_cl: -0.2793 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [16:17:49.554173] Epoch: [396] [ 700/2904] eta: 0:28:30 lr: 0.001318 loss: 0.1771 (0.1869) loss_rec_all: 0.2035 (0.2129) loss_rec_sfr: 0.2543 (0.2717) loss_cl: -0.2791 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [16:18:04.473238] Epoch: [396] [ 720/2904] eta: 0:28:13 lr: 0.001318 loss: 0.1777 (0.1871) loss_rec_all: 0.2038 (0.2131) loss_rec_sfr: 0.2593 (0.2722) loss_cl: -0.2789 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [16:18:19.388390] Epoch: [396] [ 740/2904] eta: 0:27:55 lr: 0.001318 loss: 0.1756 (0.1872) loss_rec_all: 0.2018 (0.2132) loss_rec_sfr: 0.2193 (0.2725) loss_cl: -0.2788 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [16:18:34.307187] Epoch: [396] [ 760/2904] eta: 0:27:38 lr: 0.001318 loss: 0.1771 (0.1873) loss_rec_all: 0.2031 (0.2133) loss_rec_sfr: 0.2593 (0.2730) loss_cl: -0.2780 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [16:18:49.231078] Epoch: [396] [ 780/2904] eta: 0:27:21 lr: 0.001318 loss: 0.1834 (0.1872) loss_rec_all: 0.2096 (0.2132) loss_rec_sfr: 0.2560 (0.2728) loss_cl: -0.2791 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [16:19:04.149368] Epoch: [396] [ 800/2904] eta: 0:27:04 lr: 0.001317 loss: 0.1787 (0.1875) loss_rec_all: 0.2046 (0.2135) loss_rec_sfr: 0.2529 (0.2737) loss_cl: -0.2791 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [16:19:19.069882] Epoch: [396] [ 820/2904] eta: 0:26:48 lr: 0.001317 loss: 0.1741 (0.1875) loss_rec_all: 0.2008 (0.2135) loss_rec_sfr: 0.2087 (0.2733) loss_cl: -0.2792 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [16:19:33.987245] Epoch: [396] [ 840/2904] eta: 0:26:31 lr: 0.001317 loss: 0.1774 (0.1876) loss_rec_all: 0.2037 (0.2135) loss_rec_sfr: 0.2566 (0.2737) loss_cl: -0.2785 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [16:19:48.904549] Epoch: [396] [ 860/2904] eta: 0:26:14 lr: 0.001317 loss: 0.1767 (0.1876) loss_rec_all: 0.2026 (0.2135) loss_rec_sfr: 0.2566 (0.2739) loss_cl: -0.2788 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [16:20:03.818288] Epoch: [396] [ 880/2904] eta: 0:25:58 lr: 0.001317 loss: 0.1750 (0.1876) loss_rec_all: 0.2015 (0.2136) loss_rec_sfr: 0.2173 (0.2738) loss_cl: -0.2796 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [16:20:18.736088] Epoch: [396] [ 900/2904] eta: 0:25:41 lr: 0.001317 loss: 0.1746 (0.1874) loss_rec_all: 0.2008 (0.2134) loss_rec_sfr: 0.2500 (0.2733) loss_cl: -0.2797 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [16:20:33.656248] Epoch: [396] [ 920/2904] eta: 0:25:25 lr: 0.001317 loss: 0.1743 (0.1873) loss_rec_all: 0.2003 (0.2133) loss_rec_sfr: 0.2476 (0.2728) loss_cl: -0.2800 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [16:20:48.574998] Epoch: [396] [ 940/2904] eta: 0:25:09 lr: 0.001317 loss: 0.1767 (0.1873) loss_rec_all: 0.2025 (0.2133) loss_rec_sfr: 0.2507 (0.2729) loss_cl: -0.2790 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [16:21:03.496073] Epoch: [396] [ 960/2904] eta: 0:24:52 lr: 0.001317 loss: 0.1786 (0.1872) loss_rec_all: 0.2047 (0.2131) loss_rec_sfr: 0.2441 (0.2722) loss_cl: -0.2787 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [16:21:18.417415] Epoch: [396] [ 980/2904] eta: 0:24:36 lr: 0.001317 loss: 0.1756 (0.1870) loss_rec_all: 0.2017 (0.2130) loss_rec_sfr: 0.2524 (0.2719) loss_cl: -0.2785 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [16:21:33.335330] Epoch: [396] [1000/2904] eta: 0:24:20 lr: 0.001317 loss: 0.1772 (0.1870) loss_rec_all: 0.2033 (0.2130) loss_rec_sfr: 0.2637 (0.2721) loss_cl: -0.2794 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [16:21:48.240257] Epoch: [396] [1020/2904] eta: 0:24:04 lr: 0.001317 loss: 0.1766 (0.1870) loss_rec_all: 0.2029 (0.2130) loss_rec_sfr: 0.2636 (0.2726) loss_cl: -0.2789 (-0.2789) time: 0.7452 data: 0.0002 max mem: 29860 [16:22:03.158469] Epoch: [396] [1040/2904] eta: 0:23:48 lr: 0.001317 loss: 0.1765 (0.1870) loss_rec_all: 0.2028 (0.2130) loss_rec_sfr: 0.2529 (0.2724) loss_cl: -0.2783 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [16:22:18.073826] Epoch: [396] [1060/2904] eta: 0:23:32 lr: 0.001317 loss: 0.1738 (0.1868) loss_rec_all: 0.2002 (0.2128) loss_rec_sfr: 0.2534 (0.2719) loss_cl: -0.2783 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [16:22:32.998885] Epoch: [396] [1080/2904] eta: 0:23:16 lr: 0.001317 loss: 0.1726 (0.1867) loss_rec_all: 0.1988 (0.2127) loss_rec_sfr: 0.2491 (0.2717) loss_cl: -0.2791 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [16:22:47.921101] Epoch: [396] [1100/2904] eta: 0:23:00 lr: 0.001317 loss: 0.1811 (0.1867) loss_rec_all: 0.2073 (0.2127) loss_rec_sfr: 0.2496 (0.2715) loss_cl: -0.2795 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [16:23:02.846281] Epoch: [396] [1120/2904] eta: 0:22:44 lr: 0.001317 loss: 0.1757 (0.1867) loss_rec_all: 0.2020 (0.2127) loss_rec_sfr: 0.2625 (0.2715) loss_cl: -0.2792 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [16:23:17.767294] Epoch: [396] [1140/2904] eta: 0:22:28 lr: 0.001317 loss: 0.1734 (0.1868) loss_rec_all: 0.1998 (0.2128) loss_rec_sfr: 0.2503 (0.2718) loss_cl: -0.2794 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [16:23:32.690007] Epoch: [396] [1160/2904] eta: 0:22:12 lr: 0.001317 loss: 0.1720 (0.1867) loss_rec_all: 0.1986 (0.2127) loss_rec_sfr: 0.2138 (0.2715) loss_cl: -0.2791 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [16:23:47.602047] Epoch: [396] [1180/2904] eta: 0:21:56 lr: 0.001317 loss: 0.1767 (0.1868) loss_rec_all: 0.2028 (0.2128) loss_rec_sfr: 0.2491 (0.2716) loss_cl: -0.2786 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [16:24:02.514275] Epoch: [396] [1200/2904] eta: 0:21:41 lr: 0.001317 loss: 0.1738 (0.1866) loss_rec_all: 0.2002 (0.2126) loss_rec_sfr: 0.2548 (0.2713) loss_cl: -0.2788 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [16:24:17.429951] Epoch: [396] [1220/2904] eta: 0:21:25 lr: 0.001317 loss: 0.1757 (0.1865) loss_rec_all: 0.2017 (0.2125) loss_rec_sfr: 0.2460 (0.2708) loss_cl: -0.2789 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [16:24:32.346492] Epoch: [396] [1240/2904] eta: 0:21:09 lr: 0.001317 loss: 0.1757 (0.1865) loss_rec_all: 0.2017 (0.2125) loss_rec_sfr: 0.2565 (0.2711) loss_cl: -0.2792 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [16:24:47.266559] Epoch: [396] [1260/2904] eta: 0:20:53 lr: 0.001317 loss: 0.1759 (0.1866) loss_rec_all: 0.2023 (0.2126) loss_rec_sfr: 0.2535 (0.2714) loss_cl: -0.2790 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [16:25:02.189325] Epoch: [396] [1280/2904] eta: 0:20:38 lr: 0.001317 loss: 0.1760 (0.1866) loss_rec_all: 0.2022 (0.2126) loss_rec_sfr: 0.2455 (0.2712) loss_cl: -0.2792 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [16:25:17.110085] Epoch: [396] [1300/2904] eta: 0:20:22 lr: 0.001317 loss: 0.1746 (0.1866) loss_rec_all: 0.2006 (0.2126) loss_rec_sfr: 0.2563 (0.2713) loss_cl: -0.2793 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [16:25:32.025752] Epoch: [396] [1320/2904] eta: 0:20:06 lr: 0.001317 loss: 0.1750 (0.1866) loss_rec_all: 0.2016 (0.2125) loss_rec_sfr: 0.2499 (0.2711) loss_cl: -0.2794 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [16:25:46.943237] Epoch: [396] [1340/2904] eta: 0:19:51 lr: 0.001317 loss: 0.1745 (0.1865) loss_rec_all: 0.2009 (0.2125) loss_rec_sfr: 0.2188 (0.2707) loss_cl: -0.2796 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [16:26:01.862939] Epoch: [396] [1360/2904] eta: 0:19:35 lr: 0.001317 loss: 0.1775 (0.1865) loss_rec_all: 0.2036 (0.2125) loss_rec_sfr: 0.2536 (0.2708) loss_cl: -0.2789 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [16:26:16.783580] Epoch: [396] [1380/2904] eta: 0:19:20 lr: 0.001317 loss: 0.1741 (0.1865) loss_rec_all: 0.2002 (0.2125) loss_rec_sfr: 0.2576 (0.2710) loss_cl: -0.2785 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [16:26:31.704085] Epoch: [396] [1400/2904] eta: 0:19:04 lr: 0.001316 loss: 0.1759 (0.1864) loss_rec_all: 0.2020 (0.2124) loss_rec_sfr: 0.2499 (0.2709) loss_cl: -0.2784 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [16:26:46.625997] Epoch: [396] [1420/2904] eta: 0:18:49 lr: 0.001316 loss: 0.1769 (0.1864) loss_rec_all: 0.2029 (0.2124) loss_rec_sfr: 0.2533 (0.2707) loss_cl: -0.2780 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [16:27:01.543778] Epoch: [396] [1440/2904] eta: 0:18:33 lr: 0.001316 loss: 0.1776 (0.1864) loss_rec_all: 0.2037 (0.2124) loss_rec_sfr: 0.2546 (0.2705) loss_cl: -0.2789 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [16:27:16.467316] Epoch: [396] [1460/2904] eta: 0:18:18 lr: 0.001316 loss: 0.1762 (0.1863) loss_rec_all: 0.2028 (0.2123) loss_rec_sfr: 0.2507 (0.2701) loss_cl: -0.2793 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [16:27:31.379066] Epoch: [396] [1480/2904] eta: 0:18:02 lr: 0.001316 loss: 0.1712 (0.1862) loss_rec_all: 0.1976 (0.2122) loss_rec_sfr: 0.2497 (0.2701) loss_cl: -0.2793 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [16:27:46.296232] Epoch: [396] [1500/2904] eta: 0:17:47 lr: 0.001316 loss: 0.1761 (0.1863) loss_rec_all: 0.2024 (0.2123) loss_rec_sfr: 0.2613 (0.2703) loss_cl: -0.2794 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [16:28:01.228519] Epoch: [396] [1520/2904] eta: 0:17:31 lr: 0.001316 loss: 0.1756 (0.1863) loss_rec_all: 0.2014 (0.2123) loss_rec_sfr: 0.2586 (0.2704) loss_cl: -0.2792 (-0.2789) time: 0.7466 data: 0.0002 max mem: 29860 [16:28:16.148131] Epoch: [396] [1540/2904] eta: 0:17:16 lr: 0.001316 loss: 0.1773 (0.1863) loss_rec_all: 0.2034 (0.2123) loss_rec_sfr: 0.2517 (0.2704) loss_cl: -0.2786 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [16:28:31.069000] Epoch: [396] [1560/2904] eta: 0:17:00 lr: 0.001316 loss: 0.1763 (0.1863) loss_rec_all: 0.2021 (0.2123) loss_rec_sfr: 0.2597 (0.2705) loss_cl: -0.2777 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [16:28:45.989910] Epoch: [396] [1580/2904] eta: 0:16:45 lr: 0.001316 loss: 0.1758 (0.1862) loss_rec_all: 0.2022 (0.2122) loss_rec_sfr: 0.2181 (0.2704) loss_cl: -0.2788 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [16:29:00.908697] Epoch: [396] [1600/2904] eta: 0:16:29 lr: 0.001316 loss: 0.1819 (0.1863) loss_rec_all: 0.2082 (0.2123) loss_rec_sfr: 0.2570 (0.2706) loss_cl: -0.2796 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [16:29:15.833967] Epoch: [396] [1620/2904] eta: 0:16:14 lr: 0.001316 loss: 0.1733 (0.1862) loss_rec_all: 0.1997 (0.2122) loss_rec_sfr: 0.2083 (0.2703) loss_cl: -0.2785 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [16:29:30.753872] Epoch: [396] [1640/2904] eta: 0:15:59 lr: 0.001316 loss: 0.1783 (0.1864) loss_rec_all: 0.2049 (0.2124) loss_rec_sfr: 0.2661 (0.2709) loss_cl: -0.2785 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [16:29:45.669891] Epoch: [396] [1660/2904] eta: 0:15:43 lr: 0.001316 loss: 0.1773 (0.1864) loss_rec_all: 0.2035 (0.2124) loss_rec_sfr: 0.2561 (0.2708) loss_cl: -0.2789 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [16:30:00.586170] Epoch: [396] [1680/2904] eta: 0:15:28 lr: 0.001316 loss: 0.1756 (0.1864) loss_rec_all: 0.2021 (0.2124) loss_rec_sfr: 0.2495 (0.2709) loss_cl: -0.2790 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [16:30:15.506128] Epoch: [396] [1700/2904] eta: 0:15:13 lr: 0.001316 loss: 0.1756 (0.1864) loss_rec_all: 0.2019 (0.2124) loss_rec_sfr: 0.2531 (0.2708) loss_cl: -0.2789 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [16:30:30.425475] Epoch: [396] [1720/2904] eta: 0:14:57 lr: 0.001316 loss: 0.1768 (0.1865) loss_rec_all: 0.2029 (0.2125) loss_rec_sfr: 0.2591 (0.2712) loss_cl: -0.2791 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [16:30:45.343957] Epoch: [396] [1740/2904] eta: 0:14:42 lr: 0.001316 loss: 0.1744 (0.1864) loss_rec_all: 0.2003 (0.2124) loss_rec_sfr: 0.2534 (0.2708) loss_cl: -0.2794 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [16:31:00.409169] Epoch: [396] [1760/2904] eta: 0:14:27 lr: 0.001316 loss: 0.1833 (0.1864) loss_rec_all: 0.2095 (0.2124) loss_rec_sfr: 0.2521 (0.2709) loss_cl: -0.2793 (-0.2789) time: 0.7532 data: 0.0002 max mem: 29860 [16:31:15.321042] Epoch: [396] [1780/2904] eta: 0:14:11 lr: 0.001316 loss: 0.1759 (0.1865) loss_rec_all: 0.2023 (0.2125) loss_rec_sfr: 0.2248 (0.2710) loss_cl: -0.2790 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [16:31:30.245404] Epoch: [396] [1800/2904] eta: 0:13:56 lr: 0.001316 loss: 0.1810 (0.1864) loss_rec_all: 0.2070 (0.2124) loss_rec_sfr: 0.2480 (0.2707) loss_cl: -0.2792 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [16:31:45.167878] Epoch: [396] [1820/2904] eta: 0:13:41 lr: 0.001316 loss: 0.1754 (0.1864) loss_rec_all: 0.2014 (0.2124) loss_rec_sfr: 0.2611 (0.2706) loss_cl: -0.2794 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [16:32:00.088407] Epoch: [396] [1840/2904] eta: 0:13:25 lr: 0.001316 loss: 0.1756 (0.1863) loss_rec_all: 0.2021 (0.2123) loss_rec_sfr: 0.2471 (0.2703) loss_cl: -0.2786 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [16:32:15.008892] Epoch: [396] [1860/2904] eta: 0:13:10 lr: 0.001316 loss: 0.1768 (0.1863) loss_rec_all: 0.2027 (0.2123) loss_rec_sfr: 0.2483 (0.2703) loss_cl: -0.2790 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [16:32:29.930045] Epoch: [396] [1880/2904] eta: 0:12:55 lr: 0.001316 loss: 0.1758 (0.1863) loss_rec_all: 0.2024 (0.2123) loss_rec_sfr: 0.2475 (0.2700) loss_cl: -0.2785 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [16:32:44.855791] Epoch: [396] [1900/2904] eta: 0:12:40 lr: 0.001316 loss: 0.1777 (0.1864) loss_rec_all: 0.2042 (0.2124) loss_rec_sfr: 0.2648 (0.2704) loss_cl: -0.2783 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [16:32:59.774434] Epoch: [396] [1920/2904] eta: 0:12:24 lr: 0.001316 loss: 0.1784 (0.1864) loss_rec_all: 0.2050 (0.2124) loss_rec_sfr: 0.2207 (0.2702) loss_cl: -0.2797 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [16:33:14.695827] Epoch: [396] [1940/2904] eta: 0:12:09 lr: 0.001316 loss: 0.1742 (0.1863) loss_rec_all: 0.2006 (0.2123) loss_rec_sfr: 0.2533 (0.2701) loss_cl: -0.2797 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [16:33:29.618244] Epoch: [396] [1960/2904] eta: 0:11:54 lr: 0.001316 loss: 0.1775 (0.1864) loss_rec_all: 0.2037 (0.2124) loss_rec_sfr: 0.2546 (0.2702) loss_cl: -0.2788 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [16:33:44.538140] Epoch: [396] [1980/2904] eta: 0:11:39 lr: 0.001315 loss: 0.1765 (0.1865) loss_rec_all: 0.2026 (0.2125) loss_rec_sfr: 0.2624 (0.2706) loss_cl: -0.2786 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [16:33:59.456130] Epoch: [396] [2000/2904] eta: 0:11:23 lr: 0.001315 loss: 0.1779 (0.1866) loss_rec_all: 0.2039 (0.2126) loss_rec_sfr: 0.2616 (0.2710) loss_cl: -0.2789 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [16:34:14.374210] Epoch: [396] [2020/2904] eta: 0:11:08 lr: 0.001315 loss: 0.1758 (0.1866) loss_rec_all: 0.2018 (0.2126) loss_rec_sfr: 0.2522 (0.2710) loss_cl: -0.2790 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [16:34:29.294821] Epoch: [396] [2040/2904] eta: 0:10:53 lr: 0.001315 loss: 0.1792 (0.1867) loss_rec_all: 0.2058 (0.2127) loss_rec_sfr: 0.2618 (0.2714) loss_cl: -0.2784 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [16:34:44.216666] Epoch: [396] [2060/2904] eta: 0:10:38 lr: 0.001315 loss: 0.1746 (0.1867) loss_rec_all: 0.2012 (0.2127) loss_rec_sfr: 0.2203 (0.2715) loss_cl: -0.2789 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [16:34:59.142011] Epoch: [396] [2080/2904] eta: 0:10:23 lr: 0.001315 loss: 0.1779 (0.1867) loss_rec_all: 0.2044 (0.2127) loss_rec_sfr: 0.2542 (0.2714) loss_cl: -0.2790 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [16:35:14.064285] Epoch: [396] [2100/2904] eta: 0:10:07 lr: 0.001315 loss: 0.1761 (0.1867) loss_rec_all: 0.2026 (0.2127) loss_rec_sfr: 0.2489 (0.2712) loss_cl: -0.2793 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [16:35:28.984199] Epoch: [396] [2120/2904] eta: 0:09:52 lr: 0.001315 loss: 0.1826 (0.1868) loss_rec_all: 0.2086 (0.2128) loss_rec_sfr: 0.2634 (0.2716) loss_cl: -0.2792 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [16:35:43.907591] Epoch: [396] [2140/2904] eta: 0:09:37 lr: 0.001315 loss: 0.1741 (0.1868) loss_rec_all: 0.2002 (0.2128) loss_rec_sfr: 0.2507 (0.2715) loss_cl: -0.2793 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [16:35:58.829004] Epoch: [396] [2160/2904] eta: 0:09:22 lr: 0.001315 loss: 0.1777 (0.1867) loss_rec_all: 0.2043 (0.2127) loss_rec_sfr: 0.2232 (0.2712) loss_cl: -0.2795 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [16:36:13.752746] Epoch: [396] [2180/2904] eta: 0:09:07 lr: 0.001315 loss: 0.1766 (0.1868) loss_rec_all: 0.2027 (0.2128) loss_rec_sfr: 0.2494 (0.2714) loss_cl: -0.2789 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [16:36:28.675303] Epoch: [396] [2200/2904] eta: 0:08:51 lr: 0.001315 loss: 0.1751 (0.1868) loss_rec_all: 0.2013 (0.2128) loss_rec_sfr: 0.2535 (0.2716) loss_cl: -0.2781 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [16:36:43.591573] Epoch: [396] [2220/2904] eta: 0:08:36 lr: 0.001315 loss: 0.1774 (0.1868) loss_rec_all: 0.2033 (0.2128) loss_rec_sfr: 0.2520 (0.2715) loss_cl: -0.2791 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [16:36:58.511129] Epoch: [396] [2240/2904] eta: 0:08:21 lr: 0.001315 loss: 0.1772 (0.1868) loss_rec_all: 0.2032 (0.2128) loss_rec_sfr: 0.2524 (0.2716) loss_cl: -0.2786 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [16:37:13.432534] Epoch: [396] [2260/2904] eta: 0:08:06 lr: 0.001315 loss: 0.1751 (0.1868) loss_rec_all: 0.2015 (0.2128) loss_rec_sfr: 0.2526 (0.2716) loss_cl: -0.2784 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [16:37:28.351581] Epoch: [396] [2280/2904] eta: 0:07:51 lr: 0.001315 loss: 0.1767 (0.1868) loss_rec_all: 0.2026 (0.2128) loss_rec_sfr: 0.2500 (0.2715) loss_cl: -0.2787 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [16:37:43.269081] Epoch: [396] [2300/2904] eta: 0:07:36 lr: 0.001315 loss: 0.1734 (0.1867) loss_rec_all: 0.2000 (0.2127) loss_rec_sfr: 0.2120 (0.2712) loss_cl: -0.2790 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [16:37:58.196574] Epoch: [396] [2320/2904] eta: 0:07:20 lr: 0.001315 loss: 0.1709 (0.1866) loss_rec_all: 0.1977 (0.2126) loss_rec_sfr: 0.2042 (0.2708) loss_cl: -0.2793 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [16:38:13.116016] Epoch: [396] [2340/2904] eta: 0:07:05 lr: 0.001315 loss: 0.1833 (0.1866) loss_rec_all: 0.2093 (0.2126) loss_rec_sfr: 0.2574 (0.2708) loss_cl: -0.2787 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [16:38:28.035148] Epoch: [396] [2360/2904] eta: 0:06:50 lr: 0.001315 loss: 0.1773 (0.1866) loss_rec_all: 0.2037 (0.2126) loss_rec_sfr: 0.2540 (0.2708) loss_cl: -0.2788 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [16:38:42.956173] Epoch: [396] [2380/2904] eta: 0:06:35 lr: 0.001315 loss: 0.1761 (0.1865) loss_rec_all: 0.2022 (0.2125) loss_rec_sfr: 0.2471 (0.2705) loss_cl: -0.2795 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [16:38:57.876757] Epoch: [396] [2400/2904] eta: 0:06:20 lr: 0.001315 loss: 0.1757 (0.1866) loss_rec_all: 0.2018 (0.2126) loss_rec_sfr: 0.2526 (0.2706) loss_cl: -0.2797 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [16:39:12.800697] Epoch: [396] [2420/2904] eta: 0:06:05 lr: 0.001315 loss: 0.1755 (0.1866) loss_rec_all: 0.2015 (0.2126) loss_rec_sfr: 0.2622 (0.2707) loss_cl: -0.2786 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [16:39:27.721055] Epoch: [396] [2440/2904] eta: 0:05:50 lr: 0.001315 loss: 0.1790 (0.1866) loss_rec_all: 0.2053 (0.2126) loss_rec_sfr: 0.2575 (0.2707) loss_cl: -0.2785 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [16:39:42.634214] Epoch: [396] [2460/2904] eta: 0:05:35 lr: 0.001315 loss: 0.1768 (0.1866) loss_rec_all: 0.2032 (0.2126) loss_rec_sfr: 0.2599 (0.2709) loss_cl: -0.2786 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [16:39:57.550566] Epoch: [396] [2480/2904] eta: 0:05:19 lr: 0.001315 loss: 0.1753 (0.1866) loss_rec_all: 0.2017 (0.2126) loss_rec_sfr: 0.2504 (0.2708) loss_cl: -0.2793 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [16:40:12.472345] Epoch: [396] [2500/2904] eta: 0:05:04 lr: 0.001315 loss: 0.1778 (0.1866) loss_rec_all: 0.2038 (0.2126) loss_rec_sfr: 0.2188 (0.2708) loss_cl: -0.2789 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [16:40:27.394871] Epoch: [396] [2520/2904] eta: 0:04:49 lr: 0.001315 loss: 0.1734 (0.1866) loss_rec_all: 0.1995 (0.2126) loss_rec_sfr: 0.2611 (0.2707) loss_cl: -0.2787 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [16:40:42.316317] Epoch: [396] [2540/2904] eta: 0:04:34 lr: 0.001315 loss: 0.1775 (0.1866) loss_rec_all: 0.2035 (0.2126) loss_rec_sfr: 0.2409 (0.2706) loss_cl: -0.2788 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [16:40:57.229394] Epoch: [396] [2560/2904] eta: 0:04:19 lr: 0.001315 loss: 0.1763 (0.1866) loss_rec_all: 0.2024 (0.2126) loss_rec_sfr: 0.2458 (0.2706) loss_cl: -0.2792 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [16:41:12.156028] Epoch: [396] [2580/2904] eta: 0:04:04 lr: 0.001314 loss: 0.1817 (0.1866) loss_rec_all: 0.2077 (0.2126) loss_rec_sfr: 0.2563 (0.2706) loss_cl: -0.2795 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [16:41:27.072959] Epoch: [396] [2600/2904] eta: 0:03:49 lr: 0.001314 loss: 0.1779 (0.1866) loss_rec_all: 0.2040 (0.2126) loss_rec_sfr: 0.2496 (0.2706) loss_cl: -0.2791 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [16:41:41.989226] Epoch: [396] [2620/2904] eta: 0:03:34 lr: 0.001314 loss: 0.1744 (0.1866) loss_rec_all: 0.2009 (0.2126) loss_rec_sfr: 0.2535 (0.2706) loss_cl: -0.2786 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [16:41:56.908890] Epoch: [396] [2640/2904] eta: 0:03:19 lr: 0.001314 loss: 0.1825 (0.1866) loss_rec_all: 0.2087 (0.2126) loss_rec_sfr: 0.2533 (0.2705) loss_cl: -0.2782 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [16:42:11.839485] Epoch: [396] [2660/2904] eta: 0:03:03 lr: 0.001314 loss: 0.1758 (0.1866) loss_rec_all: 0.2021 (0.2126) loss_rec_sfr: 0.2588 (0.2705) loss_cl: -0.2791 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [16:42:26.762158] Epoch: [396] [2680/2904] eta: 0:02:48 lr: 0.001314 loss: 0.1808 (0.1867) loss_rec_all: 0.2069 (0.2126) loss_rec_sfr: 0.2561 (0.2707) loss_cl: -0.2791 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [16:42:41.685884] Epoch: [396] [2700/2904] eta: 0:02:33 lr: 0.001314 loss: 0.1751 (0.1866) loss_rec_all: 0.2013 (0.2126) loss_rec_sfr: 0.2595 (0.2707) loss_cl: -0.2791 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [16:42:56.603960] Epoch: [396] [2720/2904] eta: 0:02:18 lr: 0.001314 loss: 0.1736 (0.1866) loss_rec_all: 0.1997 (0.2126) loss_rec_sfr: 0.2147 (0.2706) loss_cl: -0.2789 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [16:43:11.517724] Epoch: [396] [2740/2904] eta: 0:02:03 lr: 0.001314 loss: 0.1767 (0.1866) loss_rec_all: 0.2028 (0.2126) loss_rec_sfr: 0.2503 (0.2705) loss_cl: -0.2790 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [16:43:26.439818] Epoch: [396] [2760/2904] eta: 0:01:48 lr: 0.001314 loss: 0.1753 (0.1865) loss_rec_all: 0.2019 (0.2125) loss_rec_sfr: 0.2235 (0.2701) loss_cl: -0.2796 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [16:43:41.358754] Epoch: [396] [2780/2904] eta: 0:01:33 lr: 0.001314 loss: 0.1782 (0.1865) loss_rec_all: 0.2041 (0.2125) loss_rec_sfr: 0.2589 (0.2702) loss_cl: -0.2788 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [16:43:56.273596] Epoch: [396] [2800/2904] eta: 0:01:18 lr: 0.001314 loss: 0.1771 (0.1865) loss_rec_all: 0.2035 (0.2125) loss_rec_sfr: 0.2551 (0.2702) loss_cl: -0.2782 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [16:44:11.194217] Epoch: [396] [2820/2904] eta: 0:01:03 lr: 0.001314 loss: 0.1790 (0.1865) loss_rec_all: 0.2049 (0.2125) loss_rec_sfr: 0.2499 (0.2703) loss_cl: -0.2800 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [16:44:26.146112] Epoch: [396] [2840/2904] eta: 0:00:48 lr: 0.001314 loss: 0.1764 (0.1865) loss_rec_all: 0.2027 (0.2125) loss_rec_sfr: 0.2480 (0.2703) loss_cl: -0.2794 (-0.2789) time: 0.7476 data: 0.0022 max mem: 29860 [16:44:41.054837] Epoch: [396] [2860/2904] eta: 0:00:33 lr: 0.001314 loss: 0.1806 (0.1866) loss_rec_all: 0.2070 (0.2126) loss_rec_sfr: 0.2556 (0.2704) loss_cl: -0.2786 (-0.2789) time: 0.7454 data: 0.0001 max mem: 29860 [16:44:55.959395] Epoch: [396] [2880/2904] eta: 0:00:18 lr: 0.001314 loss: 0.1746 (0.1866) loss_rec_all: 0.2011 (0.2125) loss_rec_sfr: 0.2567 (0.2703) loss_cl: -0.2793 (-0.2789) time: 0.7452 data: 0.0001 max mem: 29860 [16:45:10.863352] Epoch: [396] [2900/2904] eta: 0:00:03 lr: 0.001314 loss: 0.1759 (0.1865) loss_rec_all: 0.2020 (0.2125) loss_rec_sfr: 0.2573 (0.2704) loss_cl: -0.2788 (-0.2789) time: 0.7452 data: 0.0001 max mem: 29860 [16:45:13.109042] Epoch: [396] [2903/2904] eta: 0:00:00 lr: 0.001314 loss: 0.1742 (0.1865) loss_rec_all: 0.2009 (0.2125) loss_rec_sfr: 0.2573 (0.2703) loss_cl: -0.2788 (-0.2789) time: 0.7453 data: 0.0001 max mem: 29860 [16:45:15.593295] Epoch: [396] Total time: 0:36:30 (0.7542 s / it) [16:45:15.595367] Averaged stats: lr: 0.001314 loss: 0.1742 (0.1890) loss_rec_all: 0.2009 (0.2127) loss_rec_sfr: 0.2573 (0.2716) loss_cl: -0.2788 (-0.2557) [16:45:15.601859] log_dir: ./checkpoint/VF2_ViT-B [16:45:32.853381] Epoch: [397] [ 0/2904] eta: 13:54:56 lr: 0.001314 loss: 0.1762 (0.1762) loss_rec_all: 0.2022 (0.2022) loss_rec_sfr: 0.2677 (0.2677) loss_cl: -0.2787 (-0.2787) time: 17.2508 data: 16.5168 max mem: 29860 [16:45:48.924009] Epoch: [397] [ 20/2904] eta: 1:16:15 lr: 0.001314 loss: 0.1767 (0.1865) loss_rec_all: 0.2033 (0.2126) loss_rec_sfr: 0.2156 (0.2610) loss_cl: -0.2788 (-0.2787) time: 0.8034 data: 0.0187 max mem: 29860 [16:46:03.875446] Epoch: [397] [ 40/2904] eta: 0:56:11 lr: 0.001314 loss: 0.1754 (0.1870) loss_rec_all: 0.2016 (0.2130) loss_rec_sfr: 0.2632 (0.2703) loss_cl: -0.2797 (-0.2791) time: 0.7475 data: 0.0003 max mem: 29860 [16:46:18.854633] Epoch: [397] [ 60/2904] eta: 0:49:08 lr: 0.001314 loss: 0.1750 (0.1865) loss_rec_all: 0.2018 (0.2125) loss_rec_sfr: 0.2516 (0.2690) loss_cl: -0.2803 (-0.2794) time: 0.7489 data: 0.0003 max mem: 29860 [16:46:33.816857] Epoch: [397] [ 80/2904] eta: 0:45:26 lr: 0.001314 loss: 0.1780 (0.1858) loss_rec_all: 0.2040 (0.2119) loss_rec_sfr: 0.2592 (0.2687) loss_cl: -0.2790 (-0.2794) time: 0.7480 data: 0.0003 max mem: 29860 [16:46:48.814823] Epoch: [397] [ 100/2904] eta: 0:43:07 lr: 0.001314 loss: 0.1749 (0.1866) loss_rec_all: 0.2009 (0.2127) loss_rec_sfr: 0.2551 (0.2706) loss_cl: -0.2790 (-0.2793) time: 0.7498 data: 0.0003 max mem: 29860 [16:47:03.805631] Epoch: [397] [ 120/2904] eta: 0:41:29 lr: 0.001314 loss: 0.1773 (0.1863) loss_rec_all: 0.2037 (0.2123) loss_rec_sfr: 0.2514 (0.2688) loss_cl: -0.2793 (-0.2793) time: 0.7495 data: 0.0003 max mem: 29860 [16:47:18.832266] Epoch: [397] [ 140/2904] eta: 0:40:15 lr: 0.001314 loss: 0.1803 (0.1859) loss_rec_all: 0.2065 (0.2119) loss_rec_sfr: 0.2507 (0.2669) loss_cl: -0.2789 (-0.2792) time: 0.7513 data: 0.0003 max mem: 29860 [16:47:33.841969] Epoch: [397] [ 160/2904] eta: 0:39:15 lr: 0.001314 loss: 0.1788 (0.1856) loss_rec_all: 0.2048 (0.2116) loss_rec_sfr: 0.2485 (0.2656) loss_cl: -0.2785 (-0.2791) time: 0.7504 data: 0.0003 max mem: 29860 [16:47:48.849542] Epoch: [397] [ 180/2904] eta: 0:38:26 lr: 0.001314 loss: 0.1759 (0.1856) loss_rec_all: 0.2018 (0.2116) loss_rec_sfr: 0.2528 (0.2660) loss_cl: -0.2780 (-0.2790) time: 0.7503 data: 0.0002 max mem: 29860 [16:48:03.866109] Epoch: [397] [ 200/2904] eta: 0:37:43 lr: 0.001314 loss: 0.1759 (0.1852) loss_rec_all: 0.2019 (0.2113) loss_rec_sfr: 0.2529 (0.2652) loss_cl: -0.2788 (-0.2789) time: 0.7508 data: 0.0003 max mem: 29860 [16:48:18.851386] Epoch: [397] [ 220/2904] eta: 0:37:05 lr: 0.001314 loss: 0.1760 (0.1865) loss_rec_all: 0.2026 (0.2125) loss_rec_sfr: 0.2658 (0.2699) loss_cl: -0.2794 (-0.2789) time: 0.7492 data: 0.0002 max mem: 29860 [16:48:33.828039] Epoch: [397] [ 240/2904] eta: 0:36:31 lr: 0.001314 loss: 0.1759 (0.1866) loss_rec_all: 0.2021 (0.2126) loss_rec_sfr: 0.2328 (0.2699) loss_cl: -0.2794 (-0.2790) time: 0.7488 data: 0.0002 max mem: 29860 [16:48:48.821199] Epoch: [397] [ 260/2904] eta: 0:35:59 lr: 0.001313 loss: 0.1733 (0.1862) loss_rec_all: 0.2002 (0.2122) loss_rec_sfr: 0.2134 (0.2681) loss_cl: -0.2791 (-0.2790) time: 0.7496 data: 0.0002 max mem: 29860 [16:49:03.808155] Epoch: [397] [ 280/2904] eta: 0:35:30 lr: 0.001313 loss: 0.1767 (0.1862) loss_rec_all: 0.2027 (0.2123) loss_rec_sfr: 0.2656 (0.2689) loss_cl: -0.2787 (-0.2789) time: 0.7493 data: 0.0003 max mem: 29860 [16:49:18.789832] Epoch: [397] [ 300/2904] eta: 0:35:03 lr: 0.001313 loss: 0.1766 (0.1863) loss_rec_all: 0.2026 (0.2123) loss_rec_sfr: 0.2593 (0.2695) loss_cl: -0.2791 (-0.2789) time: 0.7490 data: 0.0003 max mem: 29860 [16:49:33.740352] Epoch: [397] [ 320/2904] eta: 0:34:37 lr: 0.001313 loss: 0.1737 (0.1865) loss_rec_all: 0.1998 (0.2125) loss_rec_sfr: 0.2578 (0.2705) loss_cl: -0.2797 (-0.2790) time: 0.7475 data: 0.0003 max mem: 29860 [16:49:48.691722] Epoch: [397] [ 340/2904] eta: 0:34:13 lr: 0.001313 loss: 0.1762 (0.1862) loss_rec_all: 0.2024 (0.2123) loss_rec_sfr: 0.2441 (0.2694) loss_cl: -0.2796 (-0.2790) time: 0.7475 data: 0.0002 max mem: 29860 [16:50:03.616184] Epoch: [397] [ 360/2904] eta: 0:33:49 lr: 0.001313 loss: 0.1823 (0.1861) loss_rec_all: 0.2085 (0.2121) loss_rec_sfr: 0.2553 (0.2683) loss_cl: -0.2793 (-0.2790) time: 0.7462 data: 0.0002 max mem: 29860 [16:50:18.542610] Epoch: [397] [ 380/2904] eta: 0:33:26 lr: 0.001313 loss: 0.1778 (0.1862) loss_rec_all: 0.2042 (0.2122) loss_rec_sfr: 0.2558 (0.2688) loss_cl: -0.2791 (-0.2790) time: 0.7463 data: 0.0002 max mem: 29860 [16:50:33.466325] Epoch: [397] [ 400/2904] eta: 0:33:04 lr: 0.001313 loss: 0.1771 (0.1864) loss_rec_all: 0.2037 (0.2124) loss_rec_sfr: 0.2491 (0.2691) loss_cl: -0.2785 (-0.2790) time: 0.7461 data: 0.0002 max mem: 29860 [16:50:48.388133] Epoch: [397] [ 420/2904] eta: 0:32:43 lr: 0.001313 loss: 0.1796 (0.1866) loss_rec_all: 0.2057 (0.2126) loss_rec_sfr: 0.2651 (0.2706) loss_cl: -0.2786 (-0.2790) time: 0.7460 data: 0.0002 max mem: 29860 [16:51:03.312251] Epoch: [397] [ 440/2904] eta: 0:32:22 lr: 0.001313 loss: 0.1765 (0.1866) loss_rec_all: 0.2025 (0.2126) loss_rec_sfr: 0.2515 (0.2704) loss_cl: -0.2783 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [16:51:18.236195] Epoch: [397] [ 460/2904] eta: 0:32:02 lr: 0.001313 loss: 0.1754 (0.1864) loss_rec_all: 0.2019 (0.2124) loss_rec_sfr: 0.2418 (0.2693) loss_cl: -0.2793 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [16:51:33.158069] Epoch: [397] [ 480/2904] eta: 0:31:42 lr: 0.001313 loss: 0.1779 (0.1869) loss_rec_all: 0.2044 (0.2129) loss_rec_sfr: 0.2600 (0.2711) loss_cl: -0.2784 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [16:51:48.080081] Epoch: [397] [ 500/2904] eta: 0:31:23 lr: 0.001313 loss: 0.1766 (0.1867) loss_rec_all: 0.2027 (0.2127) loss_rec_sfr: 0.2471 (0.2706) loss_cl: -0.2787 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [16:52:02.999811] Epoch: [397] [ 520/2904] eta: 0:31:04 lr: 0.001313 loss: 0.1754 (0.1871) loss_rec_all: 0.2015 (0.2131) loss_rec_sfr: 0.2584 (0.2721) loss_cl: -0.2795 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [16:52:17.923473] Epoch: [397] [ 540/2904] eta: 0:30:45 lr: 0.001313 loss: 0.1745 (0.1868) loss_rec_all: 0.2007 (0.2128) loss_rec_sfr: 0.2482 (0.2710) loss_cl: -0.2796 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [16:52:32.851557] Epoch: [397] [ 560/2904] eta: 0:30:26 lr: 0.001313 loss: 0.1769 (0.1866) loss_rec_all: 0.2028 (0.2126) loss_rec_sfr: 0.2577 (0.2708) loss_cl: -0.2784 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [16:52:47.777808] Epoch: [397] [ 580/2904] eta: 0:30:08 lr: 0.001313 loss: 0.1767 (0.1868) loss_rec_all: 0.2026 (0.2128) loss_rec_sfr: 0.2618 (0.2715) loss_cl: -0.2782 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [16:53:02.700934] Epoch: [397] [ 600/2904] eta: 0:29:50 lr: 0.001313 loss: 0.1783 (0.1870) loss_rec_all: 0.2044 (0.2129) loss_rec_sfr: 0.2552 (0.2723) loss_cl: -0.2790 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [16:53:17.617102] Epoch: [397] [ 620/2904] eta: 0:29:32 lr: 0.001313 loss: 0.1759 (0.1868) loss_rec_all: 0.2020 (0.2128) loss_rec_sfr: 0.2525 (0.2719) loss_cl: -0.2790 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [16:53:32.531960] Epoch: [397] [ 640/2904] eta: 0:29:15 lr: 0.001313 loss: 0.1779 (0.1868) loss_rec_all: 0.2038 (0.2128) loss_rec_sfr: 0.2529 (0.2716) loss_cl: -0.2791 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [16:53:47.446703] Epoch: [397] [ 660/2904] eta: 0:28:57 lr: 0.001313 loss: 0.1788 (0.1870) loss_rec_all: 0.2051 (0.2129) loss_rec_sfr: 0.2494 (0.2720) loss_cl: -0.2796 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [16:54:02.365458] Epoch: [397] [ 680/2904] eta: 0:28:40 lr: 0.001313 loss: 0.1745 (0.1869) loss_rec_all: 0.2006 (0.2129) loss_rec_sfr: 0.2454 (0.2717) loss_cl: -0.2800 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [16:54:17.281119] Epoch: [397] [ 700/2904] eta: 0:28:22 lr: 0.001313 loss: 0.1775 (0.1870) loss_rec_all: 0.2037 (0.2130) loss_rec_sfr: 0.2579 (0.2720) loss_cl: -0.2791 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [16:54:32.201094] Epoch: [397] [ 720/2904] eta: 0:28:05 lr: 0.001313 loss: 0.1732 (0.1869) loss_rec_all: 0.1991 (0.2129) loss_rec_sfr: 0.2375 (0.2717) loss_cl: -0.2784 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [16:54:47.130831] Epoch: [397] [ 740/2904] eta: 0:27:48 lr: 0.001313 loss: 0.1751 (0.1868) loss_rec_all: 0.2015 (0.2128) loss_rec_sfr: 0.2488 (0.2712) loss_cl: -0.2772 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [16:55:02.049739] Epoch: [397] [ 760/2904] eta: 0:27:32 lr: 0.001313 loss: 0.1777 (0.1869) loss_rec_all: 0.2041 (0.2129) loss_rec_sfr: 0.2508 (0.2716) loss_cl: -0.2784 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [16:55:16.975724] Epoch: [397] [ 780/2904] eta: 0:27:15 lr: 0.001313 loss: 0.1745 (0.1868) loss_rec_all: 0.2009 (0.2128) loss_rec_sfr: 0.2564 (0.2717) loss_cl: -0.2791 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [16:55:31.893226] Epoch: [397] [ 800/2904] eta: 0:26:58 lr: 0.001313 loss: 0.1762 (0.1869) loss_rec_all: 0.2026 (0.2129) loss_rec_sfr: 0.2528 (0.2719) loss_cl: -0.2790 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [16:55:46.812096] Epoch: [397] [ 820/2904] eta: 0:26:42 lr: 0.001313 loss: 0.1764 (0.1869) loss_rec_all: 0.2025 (0.2129) loss_rec_sfr: 0.2511 (0.2719) loss_cl: -0.2794 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [16:56:01.729254] Epoch: [397] [ 840/2904] eta: 0:26:25 lr: 0.001312 loss: 0.1769 (0.1870) loss_rec_all: 0.2029 (0.2130) loss_rec_sfr: 0.2597 (0.2724) loss_cl: -0.2795 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [16:56:16.653534] Epoch: [397] [ 860/2904] eta: 0:26:09 lr: 0.001312 loss: 0.1737 (0.1868) loss_rec_all: 0.1997 (0.2128) loss_rec_sfr: 0.2509 (0.2716) loss_cl: -0.2789 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [16:56:31.579655] Epoch: [397] [ 880/2904] eta: 0:25:52 lr: 0.001312 loss: 0.1759 (0.1867) loss_rec_all: 0.2020 (0.2127) loss_rec_sfr: 0.2481 (0.2714) loss_cl: -0.2791 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [16:56:46.509372] Epoch: [397] [ 900/2904] eta: 0:25:36 lr: 0.001312 loss: 0.1770 (0.1865) loss_rec_all: 0.2032 (0.2125) loss_rec_sfr: 0.2396 (0.2707) loss_cl: -0.2793 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [16:57:01.430205] Epoch: [397] [ 920/2904] eta: 0:25:20 lr: 0.001312 loss: 0.1776 (0.1866) loss_rec_all: 0.2037 (0.2126) loss_rec_sfr: 0.2493 (0.2708) loss_cl: -0.2791 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [16:57:16.342716] Epoch: [397] [ 940/2904] eta: 0:25:04 lr: 0.001312 loss: 0.1767 (0.1865) loss_rec_all: 0.2029 (0.2125) loss_rec_sfr: 0.2557 (0.2706) loss_cl: -0.2790 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [16:57:31.260880] Epoch: [397] [ 960/2904] eta: 0:24:48 lr: 0.001312 loss: 0.1730 (0.1864) loss_rec_all: 0.1992 (0.2124) loss_rec_sfr: 0.2547 (0.2705) loss_cl: -0.2790 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [16:57:46.171325] Epoch: [397] [ 980/2904] eta: 0:24:31 lr: 0.001312 loss: 0.1731 (0.1862) loss_rec_all: 0.1996 (0.2122) loss_rec_sfr: 0.2431 (0.2698) loss_cl: -0.2786 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [16:58:01.085461] Epoch: [397] [1000/2904] eta: 0:24:15 lr: 0.001312 loss: 0.1752 (0.1861) loss_rec_all: 0.2015 (0.2121) loss_rec_sfr: 0.2514 (0.2694) loss_cl: -0.2790 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [16:58:16.005730] Epoch: [397] [1020/2904] eta: 0:23:59 lr: 0.001312 loss: 0.1803 (0.1863) loss_rec_all: 0.2064 (0.2123) loss_rec_sfr: 0.2171 (0.2697) loss_cl: -0.2785 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [16:58:30.925579] Epoch: [397] [1040/2904] eta: 0:23:43 lr: 0.001312 loss: 0.1779 (0.1862) loss_rec_all: 0.2039 (0.2122) loss_rec_sfr: 0.2533 (0.2698) loss_cl: -0.2794 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [16:58:45.843922] Epoch: [397] [1060/2904] eta: 0:23:28 lr: 0.001312 loss: 0.1732 (0.1863) loss_rec_all: 0.1998 (0.2123) loss_rec_sfr: 0.2440 (0.2698) loss_cl: -0.2785 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [16:59:00.765851] Epoch: [397] [1080/2904] eta: 0:23:12 lr: 0.001312 loss: 0.1763 (0.1862) loss_rec_all: 0.2023 (0.2122) loss_rec_sfr: 0.2519 (0.2696) loss_cl: -0.2790 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [16:59:15.685158] Epoch: [397] [1100/2904] eta: 0:22:56 lr: 0.001312 loss: 0.1756 (0.1862) loss_rec_all: 0.2015 (0.2122) loss_rec_sfr: 0.2533 (0.2693) loss_cl: -0.2787 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [16:59:30.602883] Epoch: [397] [1120/2904] eta: 0:22:40 lr: 0.001312 loss: 0.1775 (0.1864) loss_rec_all: 0.2033 (0.2124) loss_rec_sfr: 0.2638 (0.2701) loss_cl: -0.2787 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [16:59:45.519516] Epoch: [397] [1140/2904] eta: 0:22:24 lr: 0.001312 loss: 0.1726 (0.1862) loss_rec_all: 0.1991 (0.2122) loss_rec_sfr: 0.2462 (0.2697) loss_cl: -0.2791 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [17:00:00.436372] Epoch: [397] [1160/2904] eta: 0:22:09 lr: 0.001312 loss: 0.1779 (0.1863) loss_rec_all: 0.2039 (0.2123) loss_rec_sfr: 0.2538 (0.2701) loss_cl: -0.2796 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [17:00:15.356631] Epoch: [397] [1180/2904] eta: 0:21:53 lr: 0.001312 loss: 0.1746 (0.1862) loss_rec_all: 0.2007 (0.2122) loss_rec_sfr: 0.2471 (0.2697) loss_cl: -0.2792 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [17:00:30.276948] Epoch: [397] [1200/2904] eta: 0:21:37 lr: 0.001312 loss: 0.1769 (0.1861) loss_rec_all: 0.2030 (0.2122) loss_rec_sfr: 0.2599 (0.2696) loss_cl: -0.2788 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [17:00:45.201605] Epoch: [397] [1220/2904] eta: 0:21:22 lr: 0.001312 loss: 0.1793 (0.1862) loss_rec_all: 0.2053 (0.2122) loss_rec_sfr: 0.2555 (0.2697) loss_cl: -0.2792 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [17:01:00.116877] Epoch: [397] [1240/2904] eta: 0:21:06 lr: 0.001312 loss: 0.1815 (0.1862) loss_rec_all: 0.2077 (0.2122) loss_rec_sfr: 0.2591 (0.2699) loss_cl: -0.2790 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [17:01:15.036735] Epoch: [397] [1260/2904] eta: 0:20:50 lr: 0.001312 loss: 0.1781 (0.1862) loss_rec_all: 0.2042 (0.2122) loss_rec_sfr: 0.2540 (0.2699) loss_cl: -0.2788 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [17:01:29.957164] Epoch: [397] [1280/2904] eta: 0:20:35 lr: 0.001312 loss: 0.1746 (0.1862) loss_rec_all: 0.2008 (0.2122) loss_rec_sfr: 0.2573 (0.2698) loss_cl: -0.2794 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [17:01:44.871988] Epoch: [397] [1300/2904] eta: 0:20:19 lr: 0.001312 loss: 0.1757 (0.1861) loss_rec_all: 0.2019 (0.2121) loss_rec_sfr: 0.2558 (0.2696) loss_cl: -0.2793 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [17:01:59.785974] Epoch: [397] [1320/2904] eta: 0:20:04 lr: 0.001312 loss: 0.1827 (0.1862) loss_rec_all: 0.2085 (0.2122) loss_rec_sfr: 0.2599 (0.2698) loss_cl: -0.2785 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [17:02:14.699341] Epoch: [397] [1340/2904] eta: 0:19:48 lr: 0.001312 loss: 0.1772 (0.1862) loss_rec_all: 0.2031 (0.2122) loss_rec_sfr: 0.2586 (0.2699) loss_cl: -0.2784 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [17:02:29.613261] Epoch: [397] [1360/2904] eta: 0:19:32 lr: 0.001312 loss: 0.1758 (0.1863) loss_rec_all: 0.2024 (0.2123) loss_rec_sfr: 0.2545 (0.2702) loss_cl: -0.2789 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [17:02:44.524594] Epoch: [397] [1380/2904] eta: 0:19:17 lr: 0.001312 loss: 0.1768 (0.1863) loss_rec_all: 0.2029 (0.2123) loss_rec_sfr: 0.2551 (0.2703) loss_cl: -0.2798 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [17:02:59.440036] Epoch: [397] [1400/2904] eta: 0:19:01 lr: 0.001312 loss: 0.1810 (0.1864) loss_rec_all: 0.2072 (0.2124) loss_rec_sfr: 0.2523 (0.2704) loss_cl: -0.2792 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [17:03:14.358170] Epoch: [397] [1420/2904] eta: 0:18:46 lr: 0.001312 loss: 0.1755 (0.1863) loss_rec_all: 0.2017 (0.2123) loss_rec_sfr: 0.2090 (0.2700) loss_cl: -0.2787 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [17:03:29.279585] Epoch: [397] [1440/2904] eta: 0:18:31 lr: 0.001311 loss: 0.1799 (0.1863) loss_rec_all: 0.2059 (0.2123) loss_rec_sfr: 0.2576 (0.2703) loss_cl: -0.2784 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [17:03:44.201716] Epoch: [397] [1460/2904] eta: 0:18:15 lr: 0.001311 loss: 0.1753 (0.1863) loss_rec_all: 0.2014 (0.2123) loss_rec_sfr: 0.2455 (0.2702) loss_cl: -0.2780 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [17:03:59.131196] Epoch: [397] [1480/2904] eta: 0:18:00 lr: 0.001311 loss: 0.1746 (0.1862) loss_rec_all: 0.2012 (0.2122) loss_rec_sfr: 0.2384 (0.2698) loss_cl: -0.2790 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [17:04:14.059735] Epoch: [397] [1500/2904] eta: 0:17:44 lr: 0.001311 loss: 0.1779 (0.1863) loss_rec_all: 0.2040 (0.2123) loss_rec_sfr: 0.2381 (0.2700) loss_cl: -0.2791 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [17:04:28.994593] Epoch: [397] [1520/2904] eta: 0:17:29 lr: 0.001311 loss: 0.1759 (0.1863) loss_rec_all: 0.2019 (0.2123) loss_rec_sfr: 0.2205 (0.2699) loss_cl: -0.2785 (-0.2789) time: 0.7467 data: 0.0002 max mem: 29860 [17:04:43.929260] Epoch: [397] [1540/2904] eta: 0:17:14 lr: 0.001311 loss: 0.1739 (0.1862) loss_rec_all: 0.2000 (0.2122) loss_rec_sfr: 0.2242 (0.2696) loss_cl: -0.2788 (-0.2789) time: 0.7467 data: 0.0002 max mem: 29860 [17:04:58.862481] Epoch: [397] [1560/2904] eta: 0:16:58 lr: 0.001311 loss: 0.1788 (0.1863) loss_rec_all: 0.2050 (0.2123) loss_rec_sfr: 0.2605 (0.2700) loss_cl: -0.2790 (-0.2789) time: 0.7466 data: 0.0002 max mem: 29860 [17:05:13.791942] Epoch: [397] [1580/2904] eta: 0:16:43 lr: 0.001311 loss: 0.1788 (0.1864) loss_rec_all: 0.2049 (0.2124) loss_rec_sfr: 0.2608 (0.2704) loss_cl: -0.2784 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [17:05:28.722097] Epoch: [397] [1600/2904] eta: 0:16:28 lr: 0.001311 loss: 0.1733 (0.1864) loss_rec_all: 0.1997 (0.2124) loss_rec_sfr: 0.2448 (0.2703) loss_cl: -0.2785 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [17:05:43.641358] Epoch: [397] [1620/2904] eta: 0:16:12 lr: 0.001311 loss: 0.1732 (0.1863) loss_rec_all: 0.2002 (0.2123) loss_rec_sfr: 0.2207 (0.2699) loss_cl: -0.2796 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [17:05:58.566460] Epoch: [397] [1640/2904] eta: 0:15:57 lr: 0.001311 loss: 0.1795 (0.1863) loss_rec_all: 0.2058 (0.2123) loss_rec_sfr: 0.2550 (0.2703) loss_cl: -0.2803 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [17:06:13.490858] Epoch: [397] [1660/2904] eta: 0:15:42 lr: 0.001311 loss: 0.1764 (0.1863) loss_rec_all: 0.2025 (0.2123) loss_rec_sfr: 0.2619 (0.2703) loss_cl: -0.2796 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [17:06:28.416582] Epoch: [397] [1680/2904] eta: 0:15:26 lr: 0.001311 loss: 0.1739 (0.1863) loss_rec_all: 0.1998 (0.2123) loss_rec_sfr: 0.2467 (0.2701) loss_cl: -0.2773 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [17:06:43.497383] Epoch: [397] [1700/2904] eta: 0:15:11 lr: 0.001311 loss: 0.1741 (0.1862) loss_rec_all: 0.2003 (0.2122) loss_rec_sfr: 0.2550 (0.2699) loss_cl: -0.2783 (-0.2789) time: 0.7540 data: 0.0002 max mem: 29860 [17:06:58.424005] Epoch: [397] [1720/2904] eta: 0:14:56 lr: 0.001311 loss: 0.1782 (0.1863) loss_rec_all: 0.2043 (0.2123) loss_rec_sfr: 0.2626 (0.2704) loss_cl: -0.2792 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [17:07:13.344678] Epoch: [397] [1740/2904] eta: 0:14:40 lr: 0.001311 loss: 0.1774 (0.1863) loss_rec_all: 0.2037 (0.2123) loss_rec_sfr: 0.2529 (0.2704) loss_cl: -0.2793 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [17:07:28.270420] Epoch: [397] [1760/2904] eta: 0:14:25 lr: 0.001311 loss: 0.1771 (0.1864) loss_rec_all: 0.2032 (0.2124) loss_rec_sfr: 0.2660 (0.2708) loss_cl: -0.2799 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [17:07:43.187320] Epoch: [397] [1780/2904] eta: 0:14:10 lr: 0.001311 loss: 0.1829 (0.1865) loss_rec_all: 0.2090 (0.2125) loss_rec_sfr: 0.2509 (0.2709) loss_cl: -0.2790 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [17:07:58.120271] Epoch: [397] [1800/2904] eta: 0:13:55 lr: 0.001311 loss: 0.1773 (0.1865) loss_rec_all: 0.2035 (0.2125) loss_rec_sfr: 0.2557 (0.2711) loss_cl: -0.2781 (-0.2789) time: 0.7466 data: 0.0002 max mem: 29860 [17:08:13.043422] Epoch: [397] [1820/2904] eta: 0:13:39 lr: 0.001311 loss: 0.1837 (0.1867) loss_rec_all: 0.2098 (0.2126) loss_rec_sfr: 0.2539 (0.2715) loss_cl: -0.2787 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [17:08:27.969873] Epoch: [397] [1840/2904] eta: 0:13:24 lr: 0.001311 loss: 0.1752 (0.1867) loss_rec_all: 0.2015 (0.2127) loss_rec_sfr: 0.2528 (0.2714) loss_cl: -0.2784 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [17:08:42.891901] Epoch: [397] [1860/2904] eta: 0:13:09 lr: 0.001311 loss: 0.1771 (0.1867) loss_rec_all: 0.2034 (0.2126) loss_rec_sfr: 0.2499 (0.2714) loss_cl: -0.2792 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [17:08:57.812470] Epoch: [397] [1880/2904] eta: 0:12:54 lr: 0.001311 loss: 0.1806 (0.1867) loss_rec_all: 0.2068 (0.2127) loss_rec_sfr: 0.2552 (0.2715) loss_cl: -0.2795 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [17:09:12.740828] Epoch: [397] [1900/2904] eta: 0:12:38 lr: 0.001311 loss: 0.1720 (0.1865) loss_rec_all: 0.1984 (0.2125) loss_rec_sfr: 0.2548 (0.2711) loss_cl: -0.2787 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [17:09:27.660331] Epoch: [397] [1920/2904] eta: 0:12:23 lr: 0.001311 loss: 0.1800 (0.1865) loss_rec_all: 0.2062 (0.2125) loss_rec_sfr: 0.2510 (0.2709) loss_cl: -0.2789 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [17:09:42.583620] Epoch: [397] [1940/2904] eta: 0:12:08 lr: 0.001311 loss: 0.1755 (0.1865) loss_rec_all: 0.2018 (0.2125) loss_rec_sfr: 0.2536 (0.2710) loss_cl: -0.2783 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [17:09:57.502658] Epoch: [397] [1960/2904] eta: 0:11:53 lr: 0.001311 loss: 0.1744 (0.1865) loss_rec_all: 0.2005 (0.2125) loss_rec_sfr: 0.2187 (0.2710) loss_cl: -0.2787 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [17:10:12.438095] Epoch: [397] [1980/2904] eta: 0:11:38 lr: 0.001311 loss: 0.1778 (0.1865) loss_rec_all: 0.2039 (0.2125) loss_rec_sfr: 0.2554 (0.2710) loss_cl: -0.2792 (-0.2789) time: 0.7467 data: 0.0002 max mem: 29860 [17:10:27.361977] Epoch: [397] [2000/2904] eta: 0:11:22 lr: 0.001311 loss: 0.1756 (0.1865) loss_rec_all: 0.2019 (0.2125) loss_rec_sfr: 0.2220 (0.2708) loss_cl: -0.2794 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [17:10:42.285609] Epoch: [397] [2020/2904] eta: 0:11:07 lr: 0.001310 loss: 0.1785 (0.1865) loss_rec_all: 0.2046 (0.2125) loss_rec_sfr: 0.2570 (0.2710) loss_cl: -0.2785 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [17:10:57.205874] Epoch: [397] [2040/2904] eta: 0:10:52 lr: 0.001310 loss: 0.1756 (0.1865) loss_rec_all: 0.2015 (0.2124) loss_rec_sfr: 0.2545 (0.2709) loss_cl: -0.2781 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [17:11:12.131467] Epoch: [397] [2060/2904] eta: 0:10:37 lr: 0.001310 loss: 0.1797 (0.1864) loss_rec_all: 0.2060 (0.2124) loss_rec_sfr: 0.2548 (0.2708) loss_cl: -0.2787 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [17:11:27.045323] Epoch: [397] [2080/2904] eta: 0:10:22 lr: 0.001310 loss: 0.1774 (0.1865) loss_rec_all: 0.2035 (0.2125) loss_rec_sfr: 0.2561 (0.2711) loss_cl: -0.2790 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [17:11:41.962547] Epoch: [397] [2100/2904] eta: 0:10:07 lr: 0.001310 loss: 0.1785 (0.1865) loss_rec_all: 0.2046 (0.2125) loss_rec_sfr: 0.2518 (0.2711) loss_cl: -0.2794 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [17:11:56.887618] Epoch: [397] [2120/2904] eta: 0:09:51 lr: 0.001310 loss: 0.1780 (0.1865) loss_rec_all: 0.2045 (0.2125) loss_rec_sfr: 0.2209 (0.2710) loss_cl: -0.2798 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [17:12:11.806245] Epoch: [397] [2140/2904] eta: 0:09:36 lr: 0.001310 loss: 0.1863 (0.1866) loss_rec_all: 0.2124 (0.2126) loss_rec_sfr: 0.2631 (0.2713) loss_cl: -0.2787 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [17:12:26.726200] Epoch: [397] [2160/2904] eta: 0:09:21 lr: 0.001310 loss: 0.1782 (0.1866) loss_rec_all: 0.2041 (0.2126) loss_rec_sfr: 0.2522 (0.2713) loss_cl: -0.2778 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [17:12:41.642621] Epoch: [397] [2180/2904] eta: 0:09:06 lr: 0.001310 loss: 0.1782 (0.1867) loss_rec_all: 0.2044 (0.2127) loss_rec_sfr: 0.2556 (0.2714) loss_cl: -0.2785 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [17:12:56.556381] Epoch: [397] [2200/2904] eta: 0:08:51 lr: 0.001310 loss: 0.1753 (0.1866) loss_rec_all: 0.2015 (0.2126) loss_rec_sfr: 0.2584 (0.2713) loss_cl: -0.2794 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [17:13:11.478634] Epoch: [397] [2220/2904] eta: 0:08:36 lr: 0.001310 loss: 0.1829 (0.1867) loss_rec_all: 0.2090 (0.2127) loss_rec_sfr: 0.2529 (0.2715) loss_cl: -0.2795 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [17:13:26.398454] Epoch: [397] [2240/2904] eta: 0:08:20 lr: 0.001310 loss: 0.1755 (0.1866) loss_rec_all: 0.2019 (0.2126) loss_rec_sfr: 0.2453 (0.2712) loss_cl: -0.2790 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [17:13:41.313877] Epoch: [397] [2260/2904] eta: 0:08:05 lr: 0.001310 loss: 0.1764 (0.1866) loss_rec_all: 0.2025 (0.2126) loss_rec_sfr: 0.2516 (0.2710) loss_cl: -0.2788 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [17:13:56.235781] Epoch: [397] [2280/2904] eta: 0:07:50 lr: 0.001310 loss: 0.1882 (0.1868) loss_rec_all: 0.2143 (0.2127) loss_rec_sfr: 0.2596 (0.2715) loss_cl: -0.2787 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [17:14:11.156868] Epoch: [397] [2300/2904] eta: 0:07:35 lr: 0.001310 loss: 0.1793 (0.1869) loss_rec_all: 0.2056 (0.2129) loss_rec_sfr: 0.2624 (0.2719) loss_cl: -0.2795 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [17:14:26.081047] Epoch: [397] [2320/2904] eta: 0:07:20 lr: 0.001310 loss: 0.1800 (0.1869) loss_rec_all: 0.2060 (0.2129) loss_rec_sfr: 0.2574 (0.2720) loss_cl: -0.2790 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [17:14:41.003810] Epoch: [397] [2340/2904] eta: 0:07:05 lr: 0.001310 loss: 0.1765 (0.1869) loss_rec_all: 0.2029 (0.2129) loss_rec_sfr: 0.2539 (0.2719) loss_cl: -0.2786 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [17:14:55.924368] Epoch: [397] [2360/2904] eta: 0:06:50 lr: 0.001310 loss: 0.1770 (0.1868) loss_rec_all: 0.2034 (0.2128) loss_rec_sfr: 0.2420 (0.2717) loss_cl: -0.2787 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [17:15:10.850040] Epoch: [397] [2380/2904] eta: 0:06:35 lr: 0.001310 loss: 0.1727 (0.1868) loss_rec_all: 0.1993 (0.2128) loss_rec_sfr: 0.2487 (0.2715) loss_cl: -0.2788 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [17:15:25.775416] Epoch: [397] [2400/2904] eta: 0:06:19 lr: 0.001310 loss: 0.1756 (0.1868) loss_rec_all: 0.2015 (0.2128) loss_rec_sfr: 0.2621 (0.2716) loss_cl: -0.2789 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [17:15:40.698760] Epoch: [397] [2420/2904] eta: 0:06:04 lr: 0.001310 loss: 0.1770 (0.1868) loss_rec_all: 0.2030 (0.2128) loss_rec_sfr: 0.2547 (0.2715) loss_cl: -0.2790 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [17:15:55.620618] Epoch: [397] [2440/2904] eta: 0:05:49 lr: 0.001310 loss: 0.1753 (0.1868) loss_rec_all: 0.2019 (0.2128) loss_rec_sfr: 0.2610 (0.2717) loss_cl: -0.2799 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [17:16:10.552413] Epoch: [397] [2460/2904] eta: 0:05:34 lr: 0.001310 loss: 0.1729 (0.1868) loss_rec_all: 0.1990 (0.2128) loss_rec_sfr: 0.2556 (0.2715) loss_cl: -0.2796 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [17:16:25.475628] Epoch: [397] [2480/2904] eta: 0:05:19 lr: 0.001310 loss: 0.1817 (0.1868) loss_rec_all: 0.2079 (0.2128) loss_rec_sfr: 0.2603 (0.2716) loss_cl: -0.2790 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [17:16:40.416972] Epoch: [397] [2500/2904] eta: 0:05:04 lr: 0.001310 loss: 0.1746 (0.1868) loss_rec_all: 0.2009 (0.2128) loss_rec_sfr: 0.2462 (0.2717) loss_cl: -0.2790 (-0.2789) time: 0.7470 data: 0.0002 max mem: 29860 [17:16:55.357484] Epoch: [397] [2520/2904] eta: 0:04:49 lr: 0.001310 loss: 0.1740 (0.1868) loss_rec_all: 0.1997 (0.2127) loss_rec_sfr: 0.2523 (0.2716) loss_cl: -0.2779 (-0.2789) time: 0.7470 data: 0.0002 max mem: 29860 [17:17:10.299140] Epoch: [397] [2540/2904] eta: 0:04:34 lr: 0.001310 loss: 0.1813 (0.1868) loss_rec_all: 0.2073 (0.2128) loss_rec_sfr: 0.2609 (0.2718) loss_cl: -0.2776 (-0.2789) time: 0.7470 data: 0.0002 max mem: 29860 [17:17:25.229611] Epoch: [397] [2560/2904] eta: 0:04:19 lr: 0.001310 loss: 0.1747 (0.1868) loss_rec_all: 0.2012 (0.2128) loss_rec_sfr: 0.2492 (0.2718) loss_cl: -0.2791 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [17:17:40.171665] Epoch: [397] [2580/2904] eta: 0:04:04 lr: 0.001310 loss: 0.1790 (0.1869) loss_rec_all: 0.2052 (0.2129) loss_rec_sfr: 0.2662 (0.2721) loss_cl: -0.2800 (-0.2789) time: 0.7470 data: 0.0002 max mem: 29860 [17:17:55.114541] Epoch: [397] [2600/2904] eta: 0:03:49 lr: 0.001309 loss: 0.1748 (0.1869) loss_rec_all: 0.2015 (0.2129) loss_rec_sfr: 0.2508 (0.2721) loss_cl: -0.2794 (-0.2789) time: 0.7471 data: 0.0002 max mem: 29860 [17:18:10.037080] Epoch: [397] [2620/2904] eta: 0:03:33 lr: 0.001309 loss: 0.1744 (0.1869) loss_rec_all: 0.2004 (0.2129) loss_rec_sfr: 0.2227 (0.2720) loss_cl: -0.2794 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [17:18:24.952103] Epoch: [397] [2640/2904] eta: 0:03:18 lr: 0.001309 loss: 0.1785 (0.1869) loss_rec_all: 0.2052 (0.2129) loss_rec_sfr: 0.2183 (0.2720) loss_cl: -0.2781 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [17:18:39.867978] Epoch: [397] [2660/2904] eta: 0:03:03 lr: 0.001309 loss: 0.1739 (0.1869) loss_rec_all: 0.1998 (0.2129) loss_rec_sfr: 0.2574 (0.2721) loss_cl: -0.2780 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [17:18:54.792170] Epoch: [397] [2680/2904] eta: 0:02:48 lr: 0.001309 loss: 0.1736 (0.1869) loss_rec_all: 0.1998 (0.2128) loss_rec_sfr: 0.2445 (0.2720) loss_cl: -0.2792 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [17:19:09.709827] Epoch: [397] [2700/2904] eta: 0:02:33 lr: 0.001309 loss: 0.1757 (0.1868) loss_rec_all: 0.2019 (0.2128) loss_rec_sfr: 0.2500 (0.2719) loss_cl: -0.2794 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [17:19:24.624381] Epoch: [397] [2720/2904] eta: 0:02:18 lr: 0.001309 loss: 0.1744 (0.1868) loss_rec_all: 0.2008 (0.2128) loss_rec_sfr: 0.2476 (0.2718) loss_cl: -0.2791 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [17:19:39.537820] Epoch: [397] [2740/2904] eta: 0:02:03 lr: 0.001309 loss: 0.1771 (0.1868) loss_rec_all: 0.2033 (0.2128) loss_rec_sfr: 0.2575 (0.2718) loss_cl: -0.2780 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [17:19:54.454892] Epoch: [397] [2760/2904] eta: 0:01:48 lr: 0.001309 loss: 0.1749 (0.1867) loss_rec_all: 0.2009 (0.2127) loss_rec_sfr: 0.2443 (0.2716) loss_cl: -0.2774 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [17:20:09.369050] Epoch: [397] [2780/2904] eta: 0:01:33 lr: 0.001309 loss: 0.1801 (0.1868) loss_rec_all: 0.2060 (0.2127) loss_rec_sfr: 0.2601 (0.2718) loss_cl: -0.2788 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [17:20:24.282866] Epoch: [397] [2800/2904] eta: 0:01:18 lr: 0.001309 loss: 0.1757 (0.1867) loss_rec_all: 0.2023 (0.2127) loss_rec_sfr: 0.2553 (0.2717) loss_cl: -0.2797 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [17:20:39.201065] Epoch: [397] [2820/2904] eta: 0:01:03 lr: 0.001309 loss: 0.1745 (0.1867) loss_rec_all: 0.2011 (0.2127) loss_rec_sfr: 0.2396 (0.2716) loss_cl: -0.2800 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [17:20:54.202818] Epoch: [397] [2840/2904] eta: 0:00:48 lr: 0.001309 loss: 0.1772 (0.1867) loss_rec_all: 0.2033 (0.2127) loss_rec_sfr: 0.2619 (0.2716) loss_cl: -0.2786 (-0.2789) time: 0.7500 data: 0.0023 max mem: 29860 [17:21:09.096310] Epoch: [397] [2860/2904] eta: 0:00:33 lr: 0.001309 loss: 0.1749 (0.1867) loss_rec_all: 0.2013 (0.2126) loss_rec_sfr: 0.2386 (0.2715) loss_cl: -0.2783 (-0.2789) time: 0.7446 data: 0.0001 max mem: 29860 [17:21:23.990304] Epoch: [397] [2880/2904] eta: 0:00:18 lr: 0.001309 loss: 0.1751 (0.1866) loss_rec_all: 0.2012 (0.2126) loss_rec_sfr: 0.2518 (0.2714) loss_cl: -0.2792 (-0.2789) time: 0.7446 data: 0.0001 max mem: 29860 [17:21:38.906400] Epoch: [397] [2900/2904] eta: 0:00:03 lr: 0.001309 loss: 0.1778 (0.1866) loss_rec_all: 0.2039 (0.2126) loss_rec_sfr: 0.2557 (0.2714) loss_cl: -0.2790 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [17:21:41.155494] Epoch: [397] [2903/2904] eta: 0:00:00 lr: 0.001309 loss: 0.1778 (0.1866) loss_rec_all: 0.2039 (0.2126) loss_rec_sfr: 0.2592 (0.2715) loss_cl: -0.2788 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [17:21:43.503791] Epoch: [397] Total time: 0:36:27 (0.7534 s / it) [17:21:43.507402] Averaged stats: lr: 0.001309 loss: 0.1778 (0.1886) loss_rec_all: 0.2039 (0.2123) loss_rec_sfr: 0.2592 (0.2706) loss_cl: -0.2788 (-0.2557) [17:21:43.513915] log_dir: ./checkpoint/VF2_ViT-B [17:22:04.014059] Epoch: [398] [ 0/2904] eta: 16:32:04 lr: 0.001309 loss: 0.1792 (0.1792) loss_rec_all: 0.2053 (0.2053) loss_rec_sfr: 0.2537 (0.2537) loss_cl: -0.2788 (-0.2788) time: 20.4975 data: 19.7633 max mem: 29860 [17:22:21.663014] Epoch: [398] [ 20/2904] eta: 1:27:18 lr: 0.001309 loss: 0.1758 (0.1857) loss_rec_all: 0.2025 (0.2118) loss_rec_sfr: 0.2520 (0.2695) loss_cl: -0.2792 (-0.2792) time: 0.8824 data: 0.0004 max mem: 29860 [17:22:36.620930] Epoch: [398] [ 40/2904] eta: 1:01:49 lr: 0.001309 loss: 0.1767 (0.1870) loss_rec_all: 0.2032 (0.2130) loss_rec_sfr: 0.2546 (0.2763) loss_cl: -0.2794 (-0.2792) time: 0.7478 data: 0.0003 max mem: 29860 [17:22:51.603722] Epoch: [398] [ 60/2904] eta: 0:52:54 lr: 0.001309 loss: 0.1743 (0.1858) loss_rec_all: 0.2009 (0.2119) loss_rec_sfr: 0.2520 (0.2722) loss_cl: -0.2792 (-0.2791) time: 0.7490 data: 0.0004 max mem: 29860 [17:23:06.590587] Epoch: [398] [ 80/2904] eta: 0:48:16 lr: 0.001309 loss: 0.1804 (0.1839) loss_rec_all: 0.2062 (0.2100) loss_rec_sfr: 0.2500 (0.2636) loss_cl: -0.2780 (-0.2789) time: 0.7493 data: 0.0003 max mem: 29860 [17:23:21.592662] Epoch: [398] [ 100/2904] eta: 0:45:22 lr: 0.001309 loss: 0.1768 (0.1844) loss_rec_all: 0.2027 (0.2104) loss_rec_sfr: 0.2533 (0.2641) loss_cl: -0.2786 (-0.2788) time: 0.7500 data: 0.0003 max mem: 29860 [17:23:36.563528] Epoch: [398] [ 120/2904] eta: 0:43:20 lr: 0.001309 loss: 0.1760 (0.1851) loss_rec_all: 0.2023 (0.2111) loss_rec_sfr: 0.2565 (0.2675) loss_cl: -0.2794 (-0.2789) time: 0.7485 data: 0.0004 max mem: 29860 [17:23:51.718517] Epoch: [398] [ 140/2904] eta: 0:41:52 lr: 0.001309 loss: 0.1731 (0.1848) loss_rec_all: 0.1996 (0.2109) loss_rec_sfr: 0.2103 (0.2649) loss_cl: -0.2790 (-0.2789) time: 0.7577 data: 0.0003 max mem: 29860 [17:24:06.690453] Epoch: [398] [ 160/2904] eta: 0:40:40 lr: 0.001309 loss: 0.1791 (0.1848) loss_rec_all: 0.2053 (0.2108) loss_rec_sfr: 0.2531 (0.2655) loss_cl: -0.2794 (-0.2790) time: 0.7485 data: 0.0003 max mem: 29860 [17:24:21.709045] Epoch: [398] [ 180/2904] eta: 0:39:40 lr: 0.001309 loss: 0.1782 (0.1853) loss_rec_all: 0.2045 (0.2113) loss_rec_sfr: 0.2242 (0.2654) loss_cl: -0.2793 (-0.2790) time: 0.7509 data: 0.0002 max mem: 29860 [17:24:36.660050] Epoch: [398] [ 200/2904] eta: 0:38:49 lr: 0.001309 loss: 0.1737 (0.1842) loss_rec_all: 0.1998 (0.2102) loss_rec_sfr: 0.2386 (0.2619) loss_cl: -0.2784 (-0.2790) time: 0.7475 data: 0.0002 max mem: 29860 [17:24:51.618831] Epoch: [398] [ 220/2904] eta: 0:38:04 lr: 0.001309 loss: 0.1737 (0.1855) loss_rec_all: 0.2003 (0.2115) loss_rec_sfr: 0.2610 (0.2675) loss_cl: -0.2787 (-0.2789) time: 0.7479 data: 0.0003 max mem: 29860 [17:25:06.586744] Epoch: [398] [ 240/2904] eta: 0:37:24 lr: 0.001309 loss: 0.1772 (0.1861) loss_rec_all: 0.2033 (0.2121) loss_rec_sfr: 0.2552 (0.2696) loss_cl: -0.2788 (-0.2789) time: 0.7483 data: 0.0002 max mem: 29860 [17:25:21.554849] Epoch: [398] [ 260/2904] eta: 0:36:48 lr: 0.001309 loss: 0.1783 (0.1860) loss_rec_all: 0.2043 (0.2120) loss_rec_sfr: 0.2538 (0.2692) loss_cl: -0.2791 (-0.2789) time: 0.7483 data: 0.0003 max mem: 29860 [17:25:36.511979] Epoch: [398] [ 280/2904] eta: 0:36:15 lr: 0.001309 loss: 0.1756 (0.1861) loss_rec_all: 0.2022 (0.2121) loss_rec_sfr: 0.2499 (0.2693) loss_cl: -0.2790 (-0.2789) time: 0.7478 data: 0.0003 max mem: 29860 [17:25:51.459083] Epoch: [398] [ 300/2904] eta: 0:35:44 lr: 0.001308 loss: 0.1791 (0.1866) loss_rec_all: 0.2058 (0.2126) loss_rec_sfr: 0.2550 (0.2709) loss_cl: -0.2786 (-0.2789) time: 0.7473 data: 0.0002 max mem: 29860 [17:26:06.370596] Epoch: [398] [ 320/2904] eta: 0:35:15 lr: 0.001308 loss: 0.1783 (0.1865) loss_rec_all: 0.2041 (0.2125) loss_rec_sfr: 0.2577 (0.2709) loss_cl: -0.2781 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [17:26:21.290140] Epoch: [398] [ 340/2904] eta: 0:34:48 lr: 0.001308 loss: 0.1722 (0.1865) loss_rec_all: 0.1986 (0.2125) loss_rec_sfr: 0.2500 (0.2708) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [17:26:36.204369] Epoch: [398] [ 360/2904] eta: 0:34:22 lr: 0.001308 loss: 0.1726 (0.1859) loss_rec_all: 0.1991 (0.2119) loss_rec_sfr: 0.2501 (0.2691) loss_cl: -0.2797 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [17:26:51.123304] Epoch: [398] [ 380/2904] eta: 0:33:57 lr: 0.001308 loss: 0.1767 (0.1858) loss_rec_all: 0.2030 (0.2118) loss_rec_sfr: 0.2511 (0.2687) loss_cl: -0.2798 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [17:27:06.047776] Epoch: [398] [ 400/2904] eta: 0:33:33 lr: 0.001308 loss: 0.1766 (0.1860) loss_rec_all: 0.2026 (0.2120) loss_rec_sfr: 0.2546 (0.2693) loss_cl: -0.2792 (-0.2790) time: 0.7462 data: 0.0002 max mem: 29860 [17:27:20.972824] Epoch: [398] [ 420/2904] eta: 0:33:10 lr: 0.001308 loss: 0.1786 (0.1861) loss_rec_all: 0.2049 (0.2121) loss_rec_sfr: 0.2554 (0.2695) loss_cl: -0.2782 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [17:27:35.889651] Epoch: [398] [ 440/2904] eta: 0:32:48 lr: 0.001308 loss: 0.1785 (0.1864) loss_rec_all: 0.2046 (0.2124) loss_rec_sfr: 0.2501 (0.2708) loss_cl: -0.2779 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [17:27:50.809658] Epoch: [398] [ 460/2904] eta: 0:32:27 lr: 0.001308 loss: 0.1758 (0.1863) loss_rec_all: 0.2017 (0.2123) loss_rec_sfr: 0.2573 (0.2705) loss_cl: -0.2783 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [17:28:05.742795] Epoch: [398] [ 480/2904] eta: 0:32:06 lr: 0.001308 loss: 0.1805 (0.1864) loss_rec_all: 0.2066 (0.2124) loss_rec_sfr: 0.2544 (0.2710) loss_cl: -0.2791 (-0.2789) time: 0.7466 data: 0.0002 max mem: 29860 [17:28:20.659330] Epoch: [398] [ 500/2904] eta: 0:31:45 lr: 0.001308 loss: 0.1787 (0.1866) loss_rec_all: 0.2050 (0.2126) loss_rec_sfr: 0.2532 (0.2716) loss_cl: -0.2790 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [17:28:35.578666] Epoch: [398] [ 520/2904] eta: 0:31:25 lr: 0.001308 loss: 0.1745 (0.1864) loss_rec_all: 0.2005 (0.2124) loss_rec_sfr: 0.2481 (0.2708) loss_cl: -0.2788 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [17:28:50.491833] Epoch: [398] [ 540/2904] eta: 0:31:05 lr: 0.001308 loss: 0.1735 (0.1863) loss_rec_all: 0.1996 (0.2123) loss_rec_sfr: 0.2155 (0.2703) loss_cl: -0.2792 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [17:29:05.410754] Epoch: [398] [ 560/2904] eta: 0:30:46 lr: 0.001308 loss: 0.1781 (0.1865) loss_rec_all: 0.2042 (0.2125) loss_rec_sfr: 0.2625 (0.2712) loss_cl: -0.2793 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [17:29:20.329741] Epoch: [398] [ 580/2904] eta: 0:30:27 lr: 0.001308 loss: 0.1747 (0.1864) loss_rec_all: 0.2008 (0.2124) loss_rec_sfr: 0.2514 (0.2712) loss_cl: -0.2790 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [17:29:35.245852] Epoch: [398] [ 600/2904] eta: 0:30:08 lr: 0.001308 loss: 0.1771 (0.1865) loss_rec_all: 0.2031 (0.2125) loss_rec_sfr: 0.2607 (0.2716) loss_cl: -0.2788 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [17:29:50.161887] Epoch: [398] [ 620/2904] eta: 0:29:49 lr: 0.001308 loss: 0.1763 (0.1866) loss_rec_all: 0.2022 (0.2126) loss_rec_sfr: 0.2507 (0.2721) loss_cl: -0.2782 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [17:30:05.087643] Epoch: [398] [ 640/2904] eta: 0:29:31 lr: 0.001308 loss: 0.1743 (0.1865) loss_rec_all: 0.2004 (0.2125) loss_rec_sfr: 0.2549 (0.2717) loss_cl: -0.2789 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [17:30:20.001973] Epoch: [398] [ 660/2904] eta: 0:29:13 lr: 0.001308 loss: 0.1779 (0.1864) loss_rec_all: 0.2041 (0.2124) loss_rec_sfr: 0.2579 (0.2714) loss_cl: -0.2803 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [17:30:34.921713] Epoch: [398] [ 680/2904] eta: 0:28:55 lr: 0.001308 loss: 0.1748 (0.1866) loss_rec_all: 0.2010 (0.2126) loss_rec_sfr: 0.2582 (0.2721) loss_cl: -0.2800 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [17:30:49.845672] Epoch: [398] [ 700/2904] eta: 0:28:37 lr: 0.001308 loss: 0.1769 (0.1867) loss_rec_all: 0.2028 (0.2127) loss_rec_sfr: 0.2534 (0.2723) loss_cl: -0.2783 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [17:31:04.766533] Epoch: [398] [ 720/2904] eta: 0:28:19 lr: 0.001308 loss: 0.1790 (0.1868) loss_rec_all: 0.2051 (0.2128) loss_rec_sfr: 0.2515 (0.2730) loss_cl: -0.2782 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [17:31:19.692099] Epoch: [398] [ 740/2904] eta: 0:28:02 lr: 0.001308 loss: 0.1761 (0.1867) loss_rec_all: 0.2022 (0.2127) loss_rec_sfr: 0.2537 (0.2729) loss_cl: -0.2782 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [17:31:34.614131] Epoch: [398] [ 760/2904] eta: 0:27:45 lr: 0.001308 loss: 0.1747 (0.1867) loss_rec_all: 0.2008 (0.2127) loss_rec_sfr: 0.2621 (0.2730) loss_cl: -0.2795 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [17:31:49.542664] Epoch: [398] [ 780/2904] eta: 0:27:28 lr: 0.001308 loss: 0.1757 (0.1867) loss_rec_all: 0.2019 (0.2127) loss_rec_sfr: 0.2458 (0.2729) loss_cl: -0.2797 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [17:32:04.512631] Epoch: [398] [ 800/2904] eta: 0:27:11 lr: 0.001308 loss: 0.1740 (0.1865) loss_rec_all: 0.2008 (0.2125) loss_rec_sfr: 0.2471 (0.2723) loss_cl: -0.2793 (-0.2789) time: 0.7485 data: 0.0002 max mem: 29860 [17:32:19.459541] Epoch: [398] [ 820/2904] eta: 0:26:54 lr: 0.001308 loss: 0.1749 (0.1866) loss_rec_all: 0.2011 (0.2125) loss_rec_sfr: 0.2594 (0.2725) loss_cl: -0.2786 (-0.2789) time: 0.7473 data: 0.0002 max mem: 29860 [17:32:34.411047] Epoch: [398] [ 840/2904] eta: 0:26:37 lr: 0.001308 loss: 0.1750 (0.1866) loss_rec_all: 0.2014 (0.2126) loss_rec_sfr: 0.2541 (0.2725) loss_cl: -0.2785 (-0.2789) time: 0.7475 data: 0.0002 max mem: 29860 [17:32:49.351545] Epoch: [398] [ 860/2904] eta: 0:26:20 lr: 0.001308 loss: 0.1743 (0.1864) loss_rec_all: 0.2009 (0.2124) loss_rec_sfr: 0.2515 (0.2721) loss_cl: -0.2787 (-0.2789) time: 0.7470 data: 0.0002 max mem: 29860 [17:33:04.297965] Epoch: [398] [ 880/2904] eta: 0:26:03 lr: 0.001307 loss: 0.1726 (0.1866) loss_rec_all: 0.1988 (0.2126) loss_rec_sfr: 0.2610 (0.2727) loss_cl: -0.2791 (-0.2789) time: 0.7473 data: 0.0002 max mem: 29860 [17:33:19.230864] Epoch: [398] [ 900/2904] eta: 0:25:47 lr: 0.001307 loss: 0.1712 (0.1866) loss_rec_all: 0.1972 (0.2126) loss_rec_sfr: 0.2507 (0.2727) loss_cl: -0.2788 (-0.2789) time: 0.7466 data: 0.0002 max mem: 29860 [17:33:34.165189] Epoch: [398] [ 920/2904] eta: 0:25:30 lr: 0.001307 loss: 0.1811 (0.1867) loss_rec_all: 0.2070 (0.2127) loss_rec_sfr: 0.2523 (0.2730) loss_cl: -0.2788 (-0.2789) time: 0.7467 data: 0.0002 max mem: 29860 [17:33:49.093550] Epoch: [398] [ 940/2904] eta: 0:25:14 lr: 0.001307 loss: 0.1777 (0.1867) loss_rec_all: 0.2036 (0.2126) loss_rec_sfr: 0.2555 (0.2728) loss_cl: -0.2791 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [17:34:04.025485] Epoch: [398] [ 960/2904] eta: 0:24:57 lr: 0.001307 loss: 0.1735 (0.1864) loss_rec_all: 0.1999 (0.2124) loss_rec_sfr: 0.2166 (0.2718) loss_cl: -0.2794 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [17:34:18.961182] Epoch: [398] [ 980/2904] eta: 0:24:41 lr: 0.001307 loss: 0.1780 (0.1863) loss_rec_all: 0.2045 (0.2122) loss_rec_sfr: 0.2518 (0.2713) loss_cl: -0.2786 (-0.2789) time: 0.7467 data: 0.0003 max mem: 29860 [17:34:33.895671] Epoch: [398] [1000/2904] eta: 0:24:25 lr: 0.001307 loss: 0.1747 (0.1863) loss_rec_all: 0.2011 (0.2122) loss_rec_sfr: 0.2554 (0.2713) loss_cl: -0.2789 (-0.2789) time: 0.7467 data: 0.0002 max mem: 29860 [17:34:48.816783] Epoch: [398] [1020/2904] eta: 0:24:08 lr: 0.001307 loss: 0.1777 (0.1862) loss_rec_all: 0.2037 (0.2122) loss_rec_sfr: 0.2530 (0.2711) loss_cl: -0.2793 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [17:35:03.734032] Epoch: [398] [1040/2904] eta: 0:23:52 lr: 0.001307 loss: 0.1730 (0.1860) loss_rec_all: 0.1995 (0.2120) loss_rec_sfr: 0.2178 (0.2705) loss_cl: -0.2792 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [17:35:18.647258] Epoch: [398] [1060/2904] eta: 0:23:36 lr: 0.001307 loss: 0.1769 (0.1860) loss_rec_all: 0.2031 (0.2120) loss_rec_sfr: 0.2451 (0.2705) loss_cl: -0.2785 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [17:35:33.567038] Epoch: [398] [1080/2904] eta: 0:23:20 lr: 0.001307 loss: 0.1757 (0.1859) loss_rec_all: 0.2025 (0.2119) loss_rec_sfr: 0.2448 (0.2702) loss_cl: -0.2795 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [17:35:48.483738] Epoch: [398] [1100/2904] eta: 0:23:04 lr: 0.001307 loss: 0.1745 (0.1859) loss_rec_all: 0.2011 (0.2119) loss_rec_sfr: 0.2600 (0.2701) loss_cl: -0.2788 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [17:36:03.406660] Epoch: [398] [1120/2904] eta: 0:22:48 lr: 0.001307 loss: 0.1726 (0.1858) loss_rec_all: 0.1988 (0.2118) loss_rec_sfr: 0.2551 (0.2702) loss_cl: -0.2789 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [17:36:18.335782] Epoch: [398] [1140/2904] eta: 0:22:32 lr: 0.001307 loss: 0.1758 (0.1858) loss_rec_all: 0.2018 (0.2118) loss_rec_sfr: 0.2542 (0.2701) loss_cl: -0.2786 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [17:36:33.263178] Epoch: [398] [1160/2904] eta: 0:22:16 lr: 0.001307 loss: 0.1759 (0.1859) loss_rec_all: 0.2026 (0.2119) loss_rec_sfr: 0.2574 (0.2705) loss_cl: -0.2784 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [17:36:48.191964] Epoch: [398] [1180/2904] eta: 0:22:00 lr: 0.001307 loss: 0.1798 (0.1859) loss_rec_all: 0.2063 (0.2119) loss_rec_sfr: 0.2469 (0.2705) loss_cl: -0.2795 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [17:37:03.114859] Epoch: [398] [1200/2904] eta: 0:21:44 lr: 0.001307 loss: 0.1791 (0.1859) loss_rec_all: 0.2051 (0.2119) loss_rec_sfr: 0.2565 (0.2705) loss_cl: -0.2794 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [17:37:18.036176] Epoch: [398] [1220/2904] eta: 0:21:28 lr: 0.001307 loss: 0.1821 (0.1860) loss_rec_all: 0.2083 (0.2120) loss_rec_sfr: 0.2565 (0.2709) loss_cl: -0.2788 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [17:37:32.962748] Epoch: [398] [1240/2904] eta: 0:21:12 lr: 0.001307 loss: 0.1739 (0.1859) loss_rec_all: 0.2005 (0.2119) loss_rec_sfr: 0.2213 (0.2705) loss_cl: -0.2786 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [17:37:47.884256] Epoch: [398] [1260/2904] eta: 0:20:57 lr: 0.001307 loss: 0.1788 (0.1860) loss_rec_all: 0.2048 (0.2120) loss_rec_sfr: 0.2492 (0.2707) loss_cl: -0.2784 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [17:38:02.807399] Epoch: [398] [1280/2904] eta: 0:20:41 lr: 0.001307 loss: 0.1767 (0.1861) loss_rec_all: 0.2026 (0.2120) loss_rec_sfr: 0.2563 (0.2709) loss_cl: -0.2781 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [17:38:17.736475] Epoch: [398] [1300/2904] eta: 0:20:25 lr: 0.001307 loss: 0.1810 (0.1862) loss_rec_all: 0.2070 (0.2122) loss_rec_sfr: 0.2608 (0.2715) loss_cl: -0.2789 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [17:38:32.658144] Epoch: [398] [1320/2904] eta: 0:20:09 lr: 0.001307 loss: 0.1770 (0.1862) loss_rec_all: 0.2033 (0.2121) loss_rec_sfr: 0.2555 (0.2715) loss_cl: -0.2799 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [17:38:47.590670] Epoch: [398] [1340/2904] eta: 0:19:54 lr: 0.001307 loss: 0.1731 (0.1860) loss_rec_all: 0.1994 (0.2120) loss_rec_sfr: 0.2508 (0.2710) loss_cl: -0.2789 (-0.2789) time: 0.7466 data: 0.0002 max mem: 29860 [17:39:02.512584] Epoch: [398] [1360/2904] eta: 0:19:38 lr: 0.001307 loss: 0.1772 (0.1860) loss_rec_all: 0.2032 (0.2120) loss_rec_sfr: 0.2490 (0.2709) loss_cl: -0.2785 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [17:39:17.430127] Epoch: [398] [1380/2904] eta: 0:19:22 lr: 0.001307 loss: 0.1782 (0.1860) loss_rec_all: 0.2042 (0.2120) loss_rec_sfr: 0.2514 (0.2708) loss_cl: -0.2784 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [17:39:32.364790] Epoch: [398] [1400/2904] eta: 0:19:07 lr: 0.001307 loss: 0.1797 (0.1861) loss_rec_all: 0.2062 (0.2121) loss_rec_sfr: 0.2495 (0.2708) loss_cl: -0.2787 (-0.2788) time: 0.7467 data: 0.0002 max mem: 29860 [17:39:47.304901] Epoch: [398] [1420/2904] eta: 0:18:51 lr: 0.001307 loss: 0.1776 (0.1861) loss_rec_all: 0.2037 (0.2121) loss_rec_sfr: 0.2592 (0.2709) loss_cl: -0.2801 (-0.2789) time: 0.7470 data: 0.0002 max mem: 29860 [17:40:02.247786] Epoch: [398] [1440/2904] eta: 0:18:36 lr: 0.001307 loss: 0.1781 (0.1861) loss_rec_all: 0.2041 (0.2121) loss_rec_sfr: 0.2550 (0.2710) loss_cl: -0.2789 (-0.2789) time: 0.7471 data: 0.0002 max mem: 29860 [17:40:17.192522] Epoch: [398] [1460/2904] eta: 0:18:20 lr: 0.001306 loss: 0.1755 (0.1861) loss_rec_all: 0.2017 (0.2121) loss_rec_sfr: 0.2492 (0.2709) loss_cl: -0.2797 (-0.2789) time: 0.7472 data: 0.0002 max mem: 29860 [17:40:32.144363] Epoch: [398] [1480/2904] eta: 0:18:05 lr: 0.001306 loss: 0.1767 (0.1862) loss_rec_all: 0.2028 (0.2122) loss_rec_sfr: 0.2556 (0.2710) loss_cl: -0.2788 (-0.2789) time: 0.7475 data: 0.0002 max mem: 29860 [17:40:47.103274] Epoch: [398] [1500/2904] eta: 0:17:49 lr: 0.001306 loss: 0.1766 (0.1861) loss_rec_all: 0.2026 (0.2121) loss_rec_sfr: 0.2498 (0.2708) loss_cl: -0.2783 (-0.2789) time: 0.7479 data: 0.0002 max mem: 29860 [17:41:02.055296] Epoch: [398] [1520/2904] eta: 0:17:34 lr: 0.001306 loss: 0.1757 (0.1861) loss_rec_all: 0.2022 (0.2121) loss_rec_sfr: 0.2453 (0.2707) loss_cl: -0.2785 (-0.2789) time: 0.7476 data: 0.0002 max mem: 29860 [17:41:16.998334] Epoch: [398] [1540/2904] eta: 0:17:18 lr: 0.001306 loss: 0.1768 (0.1862) loss_rec_all: 0.2028 (0.2122) loss_rec_sfr: 0.2581 (0.2710) loss_cl: -0.2791 (-0.2789) time: 0.7471 data: 0.0002 max mem: 29860 [17:41:31.941712] Epoch: [398] [1560/2904] eta: 0:17:03 lr: 0.001306 loss: 0.1778 (0.1863) loss_rec_all: 0.2042 (0.2123) loss_rec_sfr: 0.2487 (0.2712) loss_cl: -0.2791 (-0.2789) time: 0.7471 data: 0.0002 max mem: 29860 [17:41:46.880793] Epoch: [398] [1580/2904] eta: 0:16:47 lr: 0.001306 loss: 0.1748 (0.1862) loss_rec_all: 0.2010 (0.2122) loss_rec_sfr: 0.2487 (0.2710) loss_cl: -0.2793 (-0.2789) time: 0.7469 data: 0.0002 max mem: 29860 [17:42:01.807214] Epoch: [398] [1600/2904] eta: 0:16:32 lr: 0.001306 loss: 0.1777 (0.1862) loss_rec_all: 0.2039 (0.2122) loss_rec_sfr: 0.2494 (0.2709) loss_cl: -0.2782 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [17:42:16.734837] Epoch: [398] [1620/2904] eta: 0:16:16 lr: 0.001306 loss: 0.1766 (0.1862) loss_rec_all: 0.2029 (0.2122) loss_rec_sfr: 0.2550 (0.2711) loss_cl: -0.2785 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [17:42:31.652075] Epoch: [398] [1640/2904] eta: 0:16:01 lr: 0.001306 loss: 0.1786 (0.1862) loss_rec_all: 0.2047 (0.2122) loss_rec_sfr: 0.2553 (0.2713) loss_cl: -0.2785 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [17:42:46.568041] Epoch: [398] [1660/2904] eta: 0:15:45 lr: 0.001306 loss: 0.1762 (0.1862) loss_rec_all: 0.2023 (0.2122) loss_rec_sfr: 0.2451 (0.2711) loss_cl: -0.2788 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [17:43:01.487581] Epoch: [398] [1680/2904] eta: 0:15:30 lr: 0.001306 loss: 0.1781 (0.1863) loss_rec_all: 0.2042 (0.2123) loss_rec_sfr: 0.2596 (0.2714) loss_cl: -0.2785 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [17:43:16.412517] Epoch: [398] [1700/2904] eta: 0:15:15 lr: 0.001306 loss: 0.1738 (0.1862) loss_rec_all: 0.2002 (0.2122) loss_rec_sfr: 0.2443 (0.2713) loss_cl: -0.2794 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [17:43:31.333412] Epoch: [398] [1720/2904] eta: 0:14:59 lr: 0.001306 loss: 0.1775 (0.1862) loss_rec_all: 0.2042 (0.2122) loss_rec_sfr: 0.2537 (0.2712) loss_cl: -0.2788 (-0.2788) time: 0.7460 data: 0.0002 max mem: 29860 [17:43:46.262725] Epoch: [398] [1740/2904] eta: 0:14:44 lr: 0.001306 loss: 0.1912 (0.1865) loss_rec_all: 0.2173 (0.2124) loss_rec_sfr: 0.2594 (0.2720) loss_cl: -0.2793 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [17:44:01.184670] Epoch: [398] [1760/2904] eta: 0:14:28 lr: 0.001306 loss: 0.1779 (0.1866) loss_rec_all: 0.2039 (0.2126) loss_rec_sfr: 0.2626 (0.2725) loss_cl: -0.2791 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [17:44:16.097862] Epoch: [398] [1780/2904] eta: 0:14:13 lr: 0.001306 loss: 0.1838 (0.1867) loss_rec_all: 0.2102 (0.2127) loss_rec_sfr: 0.2543 (0.2729) loss_cl: -0.2796 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [17:44:31.013201] Epoch: [398] [1800/2904] eta: 0:13:58 lr: 0.001306 loss: 0.1760 (0.1867) loss_rec_all: 0.2025 (0.2126) loss_rec_sfr: 0.2527 (0.2727) loss_cl: -0.2788 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [17:44:45.926487] Epoch: [398] [1820/2904] eta: 0:13:42 lr: 0.001306 loss: 0.1798 (0.1867) loss_rec_all: 0.2064 (0.2127) loss_rec_sfr: 0.2596 (0.2727) loss_cl: -0.2789 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [17:45:00.842222] Epoch: [398] [1840/2904] eta: 0:13:27 lr: 0.001306 loss: 0.1753 (0.1866) loss_rec_all: 0.2016 (0.2126) loss_rec_sfr: 0.2232 (0.2723) loss_cl: -0.2782 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [17:45:15.754050] Epoch: [398] [1860/2904] eta: 0:13:12 lr: 0.001306 loss: 0.1770 (0.1866) loss_rec_all: 0.2032 (0.2126) loss_rec_sfr: 0.2532 (0.2723) loss_cl: -0.2788 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [17:45:30.667652] Epoch: [398] [1880/2904] eta: 0:12:56 lr: 0.001306 loss: 0.1819 (0.1867) loss_rec_all: 0.2081 (0.2126) loss_rec_sfr: 0.2575 (0.2725) loss_cl: -0.2785 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [17:45:45.582421] Epoch: [398] [1900/2904] eta: 0:12:41 lr: 0.001306 loss: 0.1763 (0.1866) loss_rec_all: 0.2024 (0.2126) loss_rec_sfr: 0.2480 (0.2723) loss_cl: -0.2789 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [17:46:00.501230] Epoch: [398] [1920/2904] eta: 0:12:26 lr: 0.001306 loss: 0.1751 (0.1865) loss_rec_all: 0.2015 (0.2125) loss_rec_sfr: 0.2488 (0.2721) loss_cl: -0.2789 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [17:46:15.417208] Epoch: [398] [1940/2904] eta: 0:12:10 lr: 0.001306 loss: 0.1763 (0.1864) loss_rec_all: 0.2026 (0.2124) loss_rec_sfr: 0.2479 (0.2718) loss_cl: -0.2783 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [17:46:30.331337] Epoch: [398] [1960/2904] eta: 0:11:55 lr: 0.001306 loss: 0.1746 (0.1864) loss_rec_all: 0.2007 (0.2124) loss_rec_sfr: 0.2479 (0.2717) loss_cl: -0.2793 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [17:46:45.245581] Epoch: [398] [1980/2904] eta: 0:11:40 lr: 0.001306 loss: 0.1730 (0.1863) loss_rec_all: 0.1992 (0.2123) loss_rec_sfr: 0.2357 (0.2715) loss_cl: -0.2788 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [17:47:00.156928] Epoch: [398] [2000/2904] eta: 0:11:25 lr: 0.001306 loss: 0.1753 (0.1863) loss_rec_all: 0.2014 (0.2123) loss_rec_sfr: 0.2583 (0.2715) loss_cl: -0.2799 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [17:47:15.069671] Epoch: [398] [2020/2904] eta: 0:11:09 lr: 0.001306 loss: 0.1799 (0.1864) loss_rec_all: 0.2060 (0.2123) loss_rec_sfr: 0.2555 (0.2716) loss_cl: -0.2794 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [17:47:29.982334] Epoch: [398] [2040/2904] eta: 0:10:54 lr: 0.001306 loss: 0.1760 (0.1864) loss_rec_all: 0.2025 (0.2124) loss_rec_sfr: 0.2536 (0.2716) loss_cl: -0.2786 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [17:47:44.895492] Epoch: [398] [2060/2904] eta: 0:10:39 lr: 0.001305 loss: 0.1757 (0.1863) loss_rec_all: 0.2022 (0.2123) loss_rec_sfr: 0.2524 (0.2714) loss_cl: -0.2787 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [17:47:59.809464] Epoch: [398] [2080/2904] eta: 0:10:24 lr: 0.001305 loss: 0.1788 (0.1863) loss_rec_all: 0.2049 (0.2123) loss_rec_sfr: 0.2540 (0.2714) loss_cl: -0.2788 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [17:48:14.724690] Epoch: [398] [2100/2904] eta: 0:10:08 lr: 0.001305 loss: 0.1754 (0.1863) loss_rec_all: 0.2016 (0.2123) loss_rec_sfr: 0.2570 (0.2714) loss_cl: -0.2792 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [17:48:29.643715] Epoch: [398] [2120/2904] eta: 0:09:53 lr: 0.001305 loss: 0.1758 (0.1862) loss_rec_all: 0.2020 (0.2122) loss_rec_sfr: 0.2315 (0.2711) loss_cl: -0.2789 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [17:48:44.564333] Epoch: [398] [2140/2904] eta: 0:09:38 lr: 0.001305 loss: 0.1768 (0.1863) loss_rec_all: 0.2032 (0.2123) loss_rec_sfr: 0.2612 (0.2713) loss_cl: -0.2791 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [17:48:59.484045] Epoch: [398] [2160/2904] eta: 0:09:23 lr: 0.001305 loss: 0.1756 (0.1862) loss_rec_all: 0.2018 (0.2122) loss_rec_sfr: 0.2466 (0.2711) loss_cl: -0.2795 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [17:49:14.406699] Epoch: [398] [2180/2904] eta: 0:09:07 lr: 0.001305 loss: 0.1759 (0.1862) loss_rec_all: 0.2021 (0.2122) loss_rec_sfr: 0.2520 (0.2710) loss_cl: -0.2792 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [17:49:29.329904] Epoch: [398] [2200/2904] eta: 0:08:52 lr: 0.001305 loss: 0.1759 (0.1862) loss_rec_all: 0.2024 (0.2122) loss_rec_sfr: 0.2546 (0.2709) loss_cl: -0.2791 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [17:49:44.252401] Epoch: [398] [2220/2904] eta: 0:08:37 lr: 0.001305 loss: 0.1759 (0.1861) loss_rec_all: 0.2026 (0.2121) loss_rec_sfr: 0.2550 (0.2707) loss_cl: -0.2792 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [17:49:59.172352] Epoch: [398] [2240/2904] eta: 0:08:22 lr: 0.001305 loss: 0.1768 (0.1861) loss_rec_all: 0.2030 (0.2121) loss_rec_sfr: 0.2591 (0.2707) loss_cl: -0.2793 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [17:50:14.091816] Epoch: [398] [2260/2904] eta: 0:08:07 lr: 0.001305 loss: 0.1768 (0.1861) loss_rec_all: 0.2026 (0.2121) loss_rec_sfr: 0.2573 (0.2708) loss_cl: -0.2791 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [17:50:29.012316] Epoch: [398] [2280/2904] eta: 0:07:52 lr: 0.001305 loss: 0.1801 (0.1861) loss_rec_all: 0.2066 (0.2121) loss_rec_sfr: 0.2504 (0.2707) loss_cl: -0.2807 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [17:50:43.941087] Epoch: [398] [2300/2904] eta: 0:07:36 lr: 0.001305 loss: 0.1774 (0.1862) loss_rec_all: 0.2035 (0.2122) loss_rec_sfr: 0.2627 (0.2710) loss_cl: -0.2788 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [17:50:58.866422] Epoch: [398] [2320/2904] eta: 0:07:21 lr: 0.001305 loss: 0.1831 (0.1863) loss_rec_all: 0.2093 (0.2123) loss_rec_sfr: 0.2629 (0.2711) loss_cl: -0.2780 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [17:51:13.788675] Epoch: [398] [2340/2904] eta: 0:07:06 lr: 0.001305 loss: 0.1753 (0.1863) loss_rec_all: 0.2016 (0.2122) loss_rec_sfr: 0.2460 (0.2711) loss_cl: -0.2789 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [17:51:28.711017] Epoch: [398] [2360/2904] eta: 0:06:51 lr: 0.001305 loss: 0.1764 (0.1863) loss_rec_all: 0.2028 (0.2122) loss_rec_sfr: 0.2514 (0.2711) loss_cl: -0.2797 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [17:51:43.632415] Epoch: [398] [2380/2904] eta: 0:06:36 lr: 0.001305 loss: 0.1755 (0.1862) loss_rec_all: 0.2019 (0.2122) loss_rec_sfr: 0.2512 (0.2710) loss_cl: -0.2794 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [17:51:58.550686] Epoch: [398] [2400/2904] eta: 0:06:20 lr: 0.001305 loss: 0.1758 (0.1862) loss_rec_all: 0.2023 (0.2122) loss_rec_sfr: 0.2482 (0.2709) loss_cl: -0.2787 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [17:52:13.471508] Epoch: [398] [2420/2904] eta: 0:06:05 lr: 0.001305 loss: 0.1778 (0.1862) loss_rec_all: 0.2044 (0.2122) loss_rec_sfr: 0.2529 (0.2708) loss_cl: -0.2784 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [17:52:28.396595] Epoch: [398] [2440/2904] eta: 0:05:50 lr: 0.001305 loss: 0.1755 (0.1863) loss_rec_all: 0.2016 (0.2123) loss_rec_sfr: 0.2614 (0.2712) loss_cl: -0.2789 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [17:52:43.320698] Epoch: [398] [2460/2904] eta: 0:05:35 lr: 0.001305 loss: 0.1812 (0.1864) loss_rec_all: 0.2073 (0.2123) loss_rec_sfr: 0.2601 (0.2714) loss_cl: -0.2799 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [17:52:58.251629] Epoch: [398] [2480/2904] eta: 0:05:20 lr: 0.001305 loss: 0.1752 (0.1863) loss_rec_all: 0.2013 (0.2123) loss_rec_sfr: 0.2206 (0.2711) loss_cl: -0.2792 (-0.2789) time: 0.7465 data: 0.0003 max mem: 29860 [17:53:13.172712] Epoch: [398] [2500/2904] eta: 0:05:05 lr: 0.001305 loss: 0.1772 (0.1863) loss_rec_all: 0.2037 (0.2123) loss_rec_sfr: 0.2173 (0.2711) loss_cl: -0.2780 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [17:53:28.089230] Epoch: [398] [2520/2904] eta: 0:04:50 lr: 0.001305 loss: 0.1767 (0.1863) loss_rec_all: 0.2027 (0.2123) loss_rec_sfr: 0.2594 (0.2711) loss_cl: -0.2787 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [17:53:43.011557] Epoch: [398] [2540/2904] eta: 0:04:34 lr: 0.001305 loss: 0.1753 (0.1863) loss_rec_all: 0.2014 (0.2123) loss_rec_sfr: 0.2565 (0.2711) loss_cl: -0.2786 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [17:53:57.927197] Epoch: [398] [2560/2904] eta: 0:04:19 lr: 0.001305 loss: 0.1731 (0.1863) loss_rec_all: 0.1996 (0.2123) loss_rec_sfr: 0.2168 (0.2709) loss_cl: -0.2788 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [17:54:12.852093] Epoch: [398] [2580/2904] eta: 0:04:04 lr: 0.001305 loss: 0.1733 (0.1863) loss_rec_all: 0.1996 (0.2123) loss_rec_sfr: 0.2463 (0.2709) loss_cl: -0.2792 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [17:54:27.775506] Epoch: [398] [2600/2904] eta: 0:03:49 lr: 0.001305 loss: 0.1762 (0.1863) loss_rec_all: 0.2024 (0.2123) loss_rec_sfr: 0.2655 (0.2711) loss_cl: -0.2784 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [17:54:42.691819] Epoch: [398] [2620/2904] eta: 0:03:34 lr: 0.001305 loss: 0.1775 (0.1863) loss_rec_all: 0.2035 (0.2123) loss_rec_sfr: 0.2562 (0.2709) loss_cl: -0.2792 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [17:54:57.619956] Epoch: [398] [2640/2904] eta: 0:03:19 lr: 0.001304 loss: 0.1855 (0.1864) loss_rec_all: 0.2116 (0.2123) loss_rec_sfr: 0.2603 (0.2712) loss_cl: -0.2792 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [17:55:12.540074] Epoch: [398] [2660/2904] eta: 0:03:04 lr: 0.001304 loss: 0.1740 (0.1863) loss_rec_all: 0.2002 (0.2123) loss_rec_sfr: 0.2484 (0.2710) loss_cl: -0.2800 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [17:55:27.463166] Epoch: [398] [2680/2904] eta: 0:02:49 lr: 0.001304 loss: 0.1754 (0.1864) loss_rec_all: 0.2020 (0.2124) loss_rec_sfr: 0.2531 (0.2712) loss_cl: -0.2787 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [17:55:42.383132] Epoch: [398] [2700/2904] eta: 0:02:33 lr: 0.001304 loss: 0.1771 (0.1864) loss_rec_all: 0.2035 (0.2124) loss_rec_sfr: 0.2501 (0.2713) loss_cl: -0.2786 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [17:55:57.302376] Epoch: [398] [2720/2904] eta: 0:02:18 lr: 0.001304 loss: 0.1793 (0.1864) loss_rec_all: 0.2054 (0.2124) loss_rec_sfr: 0.2565 (0.2714) loss_cl: -0.2784 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [17:56:12.223236] Epoch: [398] [2740/2904] eta: 0:02:03 lr: 0.001304 loss: 0.1772 (0.1865) loss_rec_all: 0.2034 (0.2125) loss_rec_sfr: 0.2605 (0.2717) loss_cl: -0.2789 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [17:56:27.139860] Epoch: [398] [2760/2904] eta: 0:01:48 lr: 0.001304 loss: 0.1760 (0.1864) loss_rec_all: 0.2023 (0.2124) loss_rec_sfr: 0.2493 (0.2715) loss_cl: -0.2796 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [17:56:42.055122] Epoch: [398] [2780/2904] eta: 0:01:33 lr: 0.001304 loss: 0.1863 (0.1865) loss_rec_all: 0.2123 (0.2125) loss_rec_sfr: 0.2587 (0.2718) loss_cl: -0.2788 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [17:56:56.977070] Epoch: [398] [2800/2904] eta: 0:01:18 lr: 0.001304 loss: 0.1773 (0.1865) loss_rec_all: 0.2034 (0.2125) loss_rec_sfr: 0.2572 (0.2718) loss_cl: -0.2794 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [17:57:11.904893] Epoch: [398] [2820/2904] eta: 0:01:03 lr: 0.001304 loss: 0.1758 (0.1866) loss_rec_all: 0.2023 (0.2125) loss_rec_sfr: 0.2541 (0.2719) loss_cl: -0.2794 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [17:57:26.838956] Epoch: [398] [2840/2904] eta: 0:00:48 lr: 0.001304 loss: 0.1784 (0.1865) loss_rec_all: 0.2048 (0.2125) loss_rec_sfr: 0.2569 (0.2718) loss_cl: -0.2781 (-0.2789) time: 0.7467 data: 0.0023 max mem: 29860 [17:57:41.740797] Epoch: [398] [2860/2904] eta: 0:00:33 lr: 0.001304 loss: 0.1726 (0.1866) loss_rec_all: 0.1988 (0.2125) loss_rec_sfr: 0.2558 (0.2719) loss_cl: -0.2788 (-0.2789) time: 0.7451 data: 0.0001 max mem: 29860 [17:57:56.647482] Epoch: [398] [2880/2904] eta: 0:00:18 lr: 0.001304 loss: 0.1774 (0.1866) loss_rec_all: 0.2034 (0.2126) loss_rec_sfr: 0.2581 (0.2720) loss_cl: -0.2783 (-0.2789) time: 0.7453 data: 0.0001 max mem: 29860 [17:58:11.547058] Epoch: [398] [2900/2904] eta: 0:00:03 lr: 0.001304 loss: 0.1767 (0.1866) loss_rec_all: 0.2030 (0.2126) loss_rec_sfr: 0.2475 (0.2720) loss_cl: -0.2789 (-0.2789) time: 0.7449 data: 0.0001 max mem: 29860 [17:58:13.790194] Epoch: [398] [2903/2904] eta: 0:00:00 lr: 0.001304 loss: 0.1767 (0.1866) loss_rec_all: 0.2030 (0.2126) loss_rec_sfr: 0.2496 (0.2720) loss_cl: -0.2789 (-0.2789) time: 0.7450 data: 0.0001 max mem: 29860 [17:58:16.011499] Epoch: [398] Total time: 0:36:32 (0.7550 s / it) [17:58:16.022271] Averaged stats: lr: 0.001304 loss: 0.1767 (0.1886) loss_rec_all: 0.2030 (0.2123) loss_rec_sfr: 0.2496 (0.2710) loss_cl: -0.2789 (-0.2557) [17:58:16.028067] log_dir: ./checkpoint/VF2_ViT-B [17:58:33.522669] Epoch: [399] [ 0/2904] eta: 14:06:40 lr: 0.001304 loss: 0.1803 (0.1803) loss_rec_all: 0.2063 (0.2063) loss_rec_sfr: 0.2802 (0.2802) loss_cl: -0.2797 (-0.2797) time: 17.4933 data: 15.4334 max mem: 29860 [17:58:51.759870] Epoch: [399] [ 20/2904] eta: 1:21:46 lr: 0.001304 loss: 0.1773 (0.1920) loss_rec_all: 0.2032 (0.2178) loss_rec_sfr: 0.2525 (0.2972) loss_cl: -0.2791 (-0.2789) time: 0.9118 data: 0.0450 max mem: 29860 [17:59:06.694363] Epoch: [399] [ 40/2904] eta: 0:58:58 lr: 0.001304 loss: 0.1821 (0.1888) loss_rec_all: 0.2082 (0.2147) loss_rec_sfr: 0.2557 (0.2843) loss_cl: -0.2794 (-0.2791) time: 0.7467 data: 0.0002 max mem: 29860 [17:59:21.651462] Epoch: [399] [ 60/2904] eta: 0:50:59 lr: 0.001304 loss: 0.1843 (0.1912) loss_rec_all: 0.2102 (0.2171) loss_rec_sfr: 0.2624 (0.2916) loss_cl: -0.2790 (-0.2791) time: 0.7478 data: 0.0002 max mem: 29860 [17:59:36.597547] Epoch: [399] [ 80/2904] eta: 0:46:48 lr: 0.001304 loss: 0.1748 (0.1901) loss_rec_all: 0.2008 (0.2160) loss_rec_sfr: 0.2491 (0.2852) loss_cl: -0.2794 (-0.2792) time: 0.7472 data: 0.0003 max mem: 29860 [17:59:51.564005] Epoch: [399] [ 100/2904] eta: 0:44:12 lr: 0.001304 loss: 0.1788 (0.1893) loss_rec_all: 0.2053 (0.2152) loss_rec_sfr: 0.2512 (0.2823) loss_cl: -0.2789 (-0.2791) time: 0.7483 data: 0.0003 max mem: 29860 [18:00:06.552541] Epoch: [399] [ 120/2904] eta: 0:42:22 lr: 0.001304 loss: 0.1766 (0.1892) loss_rec_all: 0.2030 (0.2152) loss_rec_sfr: 0.2583 (0.2829) loss_cl: -0.2780 (-0.2789) time: 0.7494 data: 0.0003 max mem: 29860 [18:00:21.581449] Epoch: [399] [ 140/2904] eta: 0:41:01 lr: 0.001304 loss: 0.1775 (0.1898) loss_rec_all: 0.2034 (0.2157) loss_rec_sfr: 0.2563 (0.2832) loss_cl: -0.2782 (-0.2789) time: 0.7514 data: 0.0003 max mem: 29860 [18:00:36.542986] Epoch: [399] [ 160/2904] eta: 0:39:54 lr: 0.001304 loss: 0.1752 (0.1900) loss_rec_all: 0.2015 (0.2159) loss_rec_sfr: 0.2547 (0.2834) loss_cl: -0.2781 (-0.2788) time: 0.7480 data: 0.0002 max mem: 29860 [18:00:51.527352] Epoch: [399] [ 180/2904] eta: 0:39:00 lr: 0.001304 loss: 0.1790 (0.1901) loss_rec_all: 0.2052 (0.2160) loss_rec_sfr: 0.2602 (0.2840) loss_cl: -0.2791 (-0.2788) time: 0.7492 data: 0.0002 max mem: 29860 [18:01:06.481331] Epoch: [399] [ 200/2904] eta: 0:38:12 lr: 0.001304 loss: 0.1723 (0.1891) loss_rec_all: 0.1985 (0.2151) loss_rec_sfr: 0.2503 (0.2811) loss_cl: -0.2798 (-0.2789) time: 0.7477 data: 0.0002 max mem: 29860 [18:01:21.441039] Epoch: [399] [ 220/2904] eta: 0:37:31 lr: 0.001304 loss: 0.1724 (0.1886) loss_rec_all: 0.1991 (0.2146) loss_rec_sfr: 0.2136 (0.2786) loss_cl: -0.2791 (-0.2789) time: 0.7479 data: 0.0003 max mem: 29860 [18:01:36.393075] Epoch: [399] [ 240/2904] eta: 0:36:54 lr: 0.001304 loss: 0.1811 (0.1894) loss_rec_all: 0.2071 (0.2153) loss_rec_sfr: 0.2559 (0.2806) loss_cl: -0.2783 (-0.2788) time: 0.7475 data: 0.0003 max mem: 29860 [18:01:51.377164] Epoch: [399] [ 260/2904] eta: 0:36:21 lr: 0.001304 loss: 0.1744 (0.1891) loss_rec_all: 0.2011 (0.2150) loss_rec_sfr: 0.2216 (0.2791) loss_cl: -0.2791 (-0.2788) time: 0.7491 data: 0.0003 max mem: 29860 [18:02:06.321775] Epoch: [399] [ 280/2904] eta: 0:35:50 lr: 0.001304 loss: 0.1752 (0.1884) loss_rec_all: 0.2012 (0.2143) loss_rec_sfr: 0.2578 (0.2772) loss_cl: -0.2789 (-0.2788) time: 0.7472 data: 0.0003 max mem: 29860 [18:02:21.251121] Epoch: [399] [ 300/2904] eta: 0:35:21 lr: 0.001304 loss: 0.1781 (0.1887) loss_rec_all: 0.2042 (0.2146) loss_rec_sfr: 0.2673 (0.2790) loss_cl: -0.2795 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [18:02:36.173043] Epoch: [399] [ 320/2904] eta: 0:34:53 lr: 0.001303 loss: 0.1778 (0.1887) loss_rec_all: 0.2038 (0.2147) loss_rec_sfr: 0.2514 (0.2786) loss_cl: -0.2788 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [18:02:51.091817] Epoch: [399] [ 340/2904] eta: 0:34:28 lr: 0.001303 loss: 0.1793 (0.1887) loss_rec_all: 0.2059 (0.2146) loss_rec_sfr: 0.2546 (0.2783) loss_cl: -0.2779 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [18:03:06.016569] Epoch: [399] [ 360/2904] eta: 0:34:03 lr: 0.001303 loss: 0.1771 (0.1881) loss_rec_all: 0.2033 (0.2141) loss_rec_sfr: 0.2563 (0.2766) loss_cl: -0.2786 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [18:03:20.941520] Epoch: [399] [ 380/2904] eta: 0:33:39 lr: 0.001303 loss: 0.1776 (0.1882) loss_rec_all: 0.2038 (0.2142) loss_rec_sfr: 0.2585 (0.2768) loss_cl: -0.2795 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [18:03:35.860076] Epoch: [399] [ 400/2904] eta: 0:33:17 lr: 0.001303 loss: 0.1800 (0.1884) loss_rec_all: 0.2060 (0.2143) loss_rec_sfr: 0.2568 (0.2772) loss_cl: -0.2792 (-0.2789) time: 0.7459 data: 0.0003 max mem: 29860 [18:03:50.777471] Epoch: [399] [ 420/2904] eta: 0:32:54 lr: 0.001303 loss: 0.1778 (0.1882) loss_rec_all: 0.2038 (0.2142) loss_rec_sfr: 0.2211 (0.2760) loss_cl: -0.2792 (-0.2789) time: 0.7458 data: 0.0003 max mem: 29860 [18:04:05.697782] Epoch: [399] [ 440/2904] eta: 0:32:33 lr: 0.001303 loss: 0.1745 (0.1880) loss_rec_all: 0.2011 (0.2139) loss_rec_sfr: 0.2176 (0.2751) loss_cl: -0.2787 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [18:04:20.617617] Epoch: [399] [ 460/2904] eta: 0:32:12 lr: 0.001303 loss: 0.1751 (0.1874) loss_rec_all: 0.2012 (0.2134) loss_rec_sfr: 0.2467 (0.2733) loss_cl: -0.2789 (-0.2789) time: 0.7459 data: 0.0003 max mem: 29860 [18:04:35.536080] Epoch: [399] [ 480/2904] eta: 0:31:52 lr: 0.001303 loss: 0.1770 (0.1875) loss_rec_all: 0.2032 (0.2135) loss_rec_sfr: 0.2557 (0.2737) loss_cl: -0.2784 (-0.2789) time: 0.7459 data: 0.0004 max mem: 29860 [18:04:50.455979] Epoch: [399] [ 500/2904] eta: 0:31:32 lr: 0.001303 loss: 0.1744 (0.1872) loss_rec_all: 0.2007 (0.2132) loss_rec_sfr: 0.2071 (0.2723) loss_cl: -0.2789 (-0.2789) time: 0.7459 data: 0.0003 max mem: 29860 [18:05:05.371775] Epoch: [399] [ 520/2904] eta: 0:31:12 lr: 0.001303 loss: 0.1776 (0.1871) loss_rec_all: 0.2041 (0.2131) loss_rec_sfr: 0.2153 (0.2714) loss_cl: -0.2794 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [18:05:20.294429] Epoch: [399] [ 540/2904] eta: 0:30:53 lr: 0.001303 loss: 0.1779 (0.1870) loss_rec_all: 0.2040 (0.2130) loss_rec_sfr: 0.2506 (0.2712) loss_cl: -0.2793 (-0.2789) time: 0.7461 data: 0.0003 max mem: 29860 [18:05:35.209534] Epoch: [399] [ 560/2904] eta: 0:30:34 lr: 0.001303 loss: 0.1769 (0.1868) loss_rec_all: 0.2034 (0.2128) loss_rec_sfr: 0.2485 (0.2708) loss_cl: -0.2784 (-0.2789) time: 0.7457 data: 0.0003 max mem: 29860 [18:05:50.123730] Epoch: [399] [ 580/2904] eta: 0:30:16 lr: 0.001303 loss: 0.1773 (0.1870) loss_rec_all: 0.2033 (0.2130) loss_rec_sfr: 0.2536 (0.2713) loss_cl: -0.2790 (-0.2789) time: 0.7457 data: 0.0003 max mem: 29860 [18:06:05.041844] Epoch: [399] [ 600/2904] eta: 0:29:57 lr: 0.001303 loss: 0.1740 (0.1868) loss_rec_all: 0.2003 (0.2128) loss_rec_sfr: 0.2488 (0.2707) loss_cl: -0.2785 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [18:06:19.960412] Epoch: [399] [ 620/2904] eta: 0:29:39 lr: 0.001303 loss: 0.1726 (0.1864) loss_rec_all: 0.1994 (0.2124) loss_rec_sfr: 0.2175 (0.2696) loss_cl: -0.2793 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [18:06:34.873483] Epoch: [399] [ 640/2904] eta: 0:29:21 lr: 0.001303 loss: 0.1779 (0.1866) loss_rec_all: 0.2046 (0.2126) loss_rec_sfr: 0.2512 (0.2702) loss_cl: -0.2789 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [18:06:49.810342] Epoch: [399] [ 660/2904] eta: 0:29:04 lr: 0.001303 loss: 0.1751 (0.1866) loss_rec_all: 0.2011 (0.2126) loss_rec_sfr: 0.2230 (0.2703) loss_cl: -0.2790 (-0.2789) time: 0.7468 data: 0.0003 max mem: 29860 [18:07:04.732462] Epoch: [399] [ 680/2904] eta: 0:28:46 lr: 0.001303 loss: 0.1779 (0.1866) loss_rec_all: 0.2041 (0.2126) loss_rec_sfr: 0.2559 (0.2705) loss_cl: -0.2794 (-0.2789) time: 0.7461 data: 0.0003 max mem: 29860 [18:07:19.654566] Epoch: [399] [ 700/2904] eta: 0:28:29 lr: 0.001303 loss: 0.1742 (0.1866) loss_rec_all: 0.2007 (0.2126) loss_rec_sfr: 0.2571 (0.2704) loss_cl: -0.2790 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [18:07:34.574105] Epoch: [399] [ 720/2904] eta: 0:28:11 lr: 0.001303 loss: 0.1898 (0.1870) loss_rec_all: 0.2159 (0.2130) loss_rec_sfr: 0.2589 (0.2715) loss_cl: -0.2782 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [18:07:49.491357] Epoch: [399] [ 740/2904] eta: 0:27:54 lr: 0.001303 loss: 0.1762 (0.1869) loss_rec_all: 0.2022 (0.2129) loss_rec_sfr: 0.2597 (0.2716) loss_cl: -0.2795 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [18:08:04.410774] Epoch: [399] [ 760/2904] eta: 0:27:37 lr: 0.001303 loss: 0.1738 (0.1869) loss_rec_all: 0.2003 (0.2128) loss_rec_sfr: 0.2505 (0.2715) loss_cl: -0.2794 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [18:08:19.326198] Epoch: [399] [ 780/2904] eta: 0:27:20 lr: 0.001303 loss: 0.1847 (0.1870) loss_rec_all: 0.2108 (0.2130) loss_rec_sfr: 0.2549 (0.2717) loss_cl: -0.2785 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [18:08:34.245914] Epoch: [399] [ 800/2904] eta: 0:27:03 lr: 0.001303 loss: 0.1798 (0.1870) loss_rec_all: 0.2060 (0.2130) loss_rec_sfr: 0.2422 (0.2714) loss_cl: -0.2788 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [18:08:49.163014] Epoch: [399] [ 820/2904] eta: 0:26:47 lr: 0.001303 loss: 0.1731 (0.1871) loss_rec_all: 0.1991 (0.2130) loss_rec_sfr: 0.2613 (0.2718) loss_cl: -0.2781 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [18:09:04.090996] Epoch: [399] [ 840/2904] eta: 0:26:30 lr: 0.001303 loss: 0.1761 (0.1873) loss_rec_all: 0.2025 (0.2133) loss_rec_sfr: 0.2544 (0.2727) loss_cl: -0.2780 (-0.2788) time: 0.7464 data: 0.0002 max mem: 29860 [18:09:19.016574] Epoch: [399] [ 860/2904] eta: 0:26:13 lr: 0.001303 loss: 0.1822 (0.1877) loss_rec_all: 0.2082 (0.2136) loss_rec_sfr: 0.2643 (0.2741) loss_cl: -0.2786 (-0.2788) time: 0.7462 data: 0.0002 max mem: 29860 [18:09:33.934421] Epoch: [399] [ 880/2904] eta: 0:25:57 lr: 0.001303 loss: 0.1835 (0.1877) loss_rec_all: 0.2093 (0.2137) loss_rec_sfr: 0.2562 (0.2742) loss_cl: -0.2790 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [18:09:48.849628] Epoch: [399] [ 900/2904] eta: 0:25:40 lr: 0.001303 loss: 0.1756 (0.1876) loss_rec_all: 0.2015 (0.2135) loss_rec_sfr: 0.2544 (0.2739) loss_cl: -0.2793 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [18:10:03.766594] Epoch: [399] [ 920/2904] eta: 0:25:24 lr: 0.001302 loss: 0.1736 (0.1874) loss_rec_all: 0.2002 (0.2134) loss_rec_sfr: 0.2151 (0.2732) loss_cl: -0.2791 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [18:10:18.685835] Epoch: [399] [ 940/2904] eta: 0:25:08 lr: 0.001302 loss: 0.1744 (0.1872) loss_rec_all: 0.2004 (0.2132) loss_rec_sfr: 0.2530 (0.2727) loss_cl: -0.2778 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [18:10:33.600874] Epoch: [399] [ 960/2904] eta: 0:24:51 lr: 0.001302 loss: 0.1759 (0.1871) loss_rec_all: 0.2021 (0.2131) loss_rec_sfr: 0.2233 (0.2722) loss_cl: -0.2797 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [18:10:48.519698] Epoch: [399] [ 980/2904] eta: 0:24:35 lr: 0.001302 loss: 0.1770 (0.1870) loss_rec_all: 0.2032 (0.2130) loss_rec_sfr: 0.2492 (0.2719) loss_cl: -0.2800 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [18:11:03.444071] Epoch: [399] [1000/2904] eta: 0:24:19 lr: 0.001302 loss: 0.1763 (0.1870) loss_rec_all: 0.2025 (0.2130) loss_rec_sfr: 0.2560 (0.2718) loss_cl: -0.2792 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [18:11:18.366104] Epoch: [399] [1020/2904] eta: 0:24:03 lr: 0.001302 loss: 0.1772 (0.1869) loss_rec_all: 0.2034 (0.2129) loss_rec_sfr: 0.2551 (0.2718) loss_cl: -0.2792 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [18:11:33.286779] Epoch: [399] [1040/2904] eta: 0:23:47 lr: 0.001302 loss: 0.1767 (0.1868) loss_rec_all: 0.2032 (0.2128) loss_rec_sfr: 0.2576 (0.2716) loss_cl: -0.2792 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [18:11:48.208157] Epoch: [399] [1060/2904] eta: 0:23:31 lr: 0.001302 loss: 0.1754 (0.1866) loss_rec_all: 0.2014 (0.2126) loss_rec_sfr: 0.2551 (0.2711) loss_cl: -0.2787 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [18:12:03.126207] Epoch: [399] [1080/2904] eta: 0:23:15 lr: 0.001302 loss: 0.1749 (0.1865) loss_rec_all: 0.2011 (0.2125) loss_rec_sfr: 0.2448 (0.2707) loss_cl: -0.2784 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [18:12:18.040639] Epoch: [399] [1100/2904] eta: 0:22:59 lr: 0.001302 loss: 0.1748 (0.1863) loss_rec_all: 0.2008 (0.2123) loss_rec_sfr: 0.2481 (0.2701) loss_cl: -0.2787 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [18:12:32.955475] Epoch: [399] [1120/2904] eta: 0:22:43 lr: 0.001302 loss: 0.1751 (0.1862) loss_rec_all: 0.2012 (0.2122) loss_rec_sfr: 0.2554 (0.2700) loss_cl: -0.2790 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [18:12:47.868140] Epoch: [399] [1140/2904] eta: 0:22:27 lr: 0.001302 loss: 0.1817 (0.1863) loss_rec_all: 0.2079 (0.2123) loss_rec_sfr: 0.2533 (0.2703) loss_cl: -0.2798 (-0.2789) time: 0.7456 data: 0.0003 max mem: 29860 [18:13:02.779645] Epoch: [399] [1160/2904] eta: 0:22:11 lr: 0.001302 loss: 0.1755 (0.1863) loss_rec_all: 0.2018 (0.2123) loss_rec_sfr: 0.2524 (0.2701) loss_cl: -0.2793 (-0.2789) time: 0.7455 data: 0.0003 max mem: 29860 [18:13:17.696769] Epoch: [399] [1180/2904] eta: 0:21:56 lr: 0.001302 loss: 0.1746 (0.1862) loss_rec_all: 0.2008 (0.2122) loss_rec_sfr: 0.2536 (0.2699) loss_cl: -0.2790 (-0.2789) time: 0.7458 data: 0.0003 max mem: 29860 [18:13:32.617340] Epoch: [399] [1200/2904] eta: 0:21:40 lr: 0.001302 loss: 0.1754 (0.1861) loss_rec_all: 0.2014 (0.2121) loss_rec_sfr: 0.2565 (0.2698) loss_cl: -0.2801 (-0.2789) time: 0.7460 data: 0.0003 max mem: 29860 [18:13:47.540719] Epoch: [399] [1220/2904] eta: 0:21:24 lr: 0.001302 loss: 0.1785 (0.1863) loss_rec_all: 0.2051 (0.2123) loss_rec_sfr: 0.2472 (0.2703) loss_cl: -0.2774 (-0.2788) time: 0.7461 data: 0.0003 max mem: 29860 [18:14:02.461771] Epoch: [399] [1240/2904] eta: 0:21:08 lr: 0.001302 loss: 0.1752 (0.1864) loss_rec_all: 0.2019 (0.2124) loss_rec_sfr: 0.2575 (0.2706) loss_cl: -0.2790 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [18:14:17.375049] Epoch: [399] [1260/2904] eta: 0:20:53 lr: 0.001302 loss: 0.1786 (0.1864) loss_rec_all: 0.2047 (0.2124) loss_rec_sfr: 0.2549 (0.2706) loss_cl: -0.2793 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [18:14:32.294662] Epoch: [399] [1280/2904] eta: 0:20:37 lr: 0.001302 loss: 0.1719 (0.1863) loss_rec_all: 0.1983 (0.2123) loss_rec_sfr: 0.2523 (0.2707) loss_cl: -0.2795 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [18:14:47.216882] Epoch: [399] [1300/2904] eta: 0:20:21 lr: 0.001302 loss: 0.1763 (0.1864) loss_rec_all: 0.2024 (0.2124) loss_rec_sfr: 0.2590 (0.2712) loss_cl: -0.2794 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [18:15:02.134752] Epoch: [399] [1320/2904] eta: 0:20:06 lr: 0.001302 loss: 0.1779 (0.1866) loss_rec_all: 0.2042 (0.2126) loss_rec_sfr: 0.2659 (0.2719) loss_cl: -0.2788 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [18:15:17.047194] Epoch: [399] [1340/2904] eta: 0:19:50 lr: 0.001302 loss: 0.1771 (0.1867) loss_rec_all: 0.2038 (0.2127) loss_rec_sfr: 0.2511 (0.2721) loss_cl: -0.2793 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [18:15:31.961102] Epoch: [399] [1360/2904] eta: 0:19:35 lr: 0.001302 loss: 0.1748 (0.1866) loss_rec_all: 0.2014 (0.2126) loss_rec_sfr: 0.2530 (0.2719) loss_cl: -0.2782 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [18:15:46.883526] Epoch: [399] [1380/2904] eta: 0:19:19 lr: 0.001302 loss: 0.1745 (0.1866) loss_rec_all: 0.2009 (0.2126) loss_rec_sfr: 0.2512 (0.2720) loss_cl: -0.2785 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [18:16:01.799719] Epoch: [399] [1400/2904] eta: 0:19:04 lr: 0.001302 loss: 0.1797 (0.1866) loss_rec_all: 0.2058 (0.2126) loss_rec_sfr: 0.2397 (0.2717) loss_cl: -0.2787 (-0.2789) time: 0.7458 data: 0.0003 max mem: 29860 [18:16:16.717601] Epoch: [399] [1420/2904] eta: 0:18:48 lr: 0.001302 loss: 0.1748 (0.1864) loss_rec_all: 0.2013 (0.2124) loss_rec_sfr: 0.2448 (0.2713) loss_cl: -0.2787 (-0.2789) time: 0.7458 data: 0.0003 max mem: 29860 [18:16:31.636046] Epoch: [399] [1440/2904] eta: 0:18:33 lr: 0.001302 loss: 0.1780 (0.1866) loss_rec_all: 0.2044 (0.2125) loss_rec_sfr: 0.2574 (0.2717) loss_cl: -0.2794 (-0.2789) time: 0.7459 data: 0.0003 max mem: 29860 [18:16:46.551898] Epoch: [399] [1460/2904] eta: 0:18:17 lr: 0.001302 loss: 0.1718 (0.1865) loss_rec_all: 0.1981 (0.2125) loss_rec_sfr: 0.2487 (0.2714) loss_cl: -0.2792 (-0.2789) time: 0.7458 data: 0.0003 max mem: 29860 [18:17:01.618049] Epoch: [399] [1480/2904] eta: 0:18:02 lr: 0.001302 loss: 0.1802 (0.1867) loss_rec_all: 0.2061 (0.2127) loss_rec_sfr: 0.2763 (0.2724) loss_cl: -0.2794 (-0.2789) time: 0.7533 data: 0.0003 max mem: 29860 [18:17:16.538939] Epoch: [399] [1500/2904] eta: 0:17:46 lr: 0.001301 loss: 0.1780 (0.1867) loss_rec_all: 0.2046 (0.2127) loss_rec_sfr: 0.2321 (0.2723) loss_cl: -0.2790 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [18:17:31.457501] Epoch: [399] [1520/2904] eta: 0:17:31 lr: 0.001301 loss: 0.1801 (0.1868) loss_rec_all: 0.2063 (0.2128) loss_rec_sfr: 0.2602 (0.2726) loss_cl: -0.2788 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [18:17:46.377987] Epoch: [399] [1540/2904] eta: 0:17:15 lr: 0.001301 loss: 0.1784 (0.1868) loss_rec_all: 0.2047 (0.2128) loss_rec_sfr: 0.2477 (0.2726) loss_cl: -0.2780 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [18:18:01.296855] Epoch: [399] [1560/2904] eta: 0:17:00 lr: 0.001301 loss: 0.1766 (0.1868) loss_rec_all: 0.2023 (0.2128) loss_rec_sfr: 0.2582 (0.2728) loss_cl: -0.2783 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [18:18:16.221092] Epoch: [399] [1580/2904] eta: 0:16:45 lr: 0.001301 loss: 0.1739 (0.1867) loss_rec_all: 0.1999 (0.2127) loss_rec_sfr: 0.2478 (0.2726) loss_cl: -0.2784 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [18:18:31.140648] Epoch: [399] [1600/2904] eta: 0:16:29 lr: 0.001301 loss: 0.1778 (0.1867) loss_rec_all: 0.2041 (0.2127) loss_rec_sfr: 0.2510 (0.2727) loss_cl: -0.2793 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [18:18:46.056189] Epoch: [399] [1620/2904] eta: 0:16:14 lr: 0.001301 loss: 0.1828 (0.1868) loss_rec_all: 0.2088 (0.2128) loss_rec_sfr: 0.2637 (0.2730) loss_cl: -0.2786 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [18:19:00.970221] Epoch: [399] [1640/2904] eta: 0:15:58 lr: 0.001301 loss: 0.1739 (0.1868) loss_rec_all: 0.2002 (0.2128) loss_rec_sfr: 0.2427 (0.2729) loss_cl: -0.2786 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [18:19:15.882939] Epoch: [399] [1660/2904] eta: 0:15:43 lr: 0.001301 loss: 0.1770 (0.1868) loss_rec_all: 0.2028 (0.2128) loss_rec_sfr: 0.2584 (0.2730) loss_cl: -0.2788 (-0.2789) time: 0.7456 data: 0.0003 max mem: 29860 [18:19:30.801116] Epoch: [399] [1680/2904] eta: 0:15:28 lr: 0.001301 loss: 0.1759 (0.1869) loss_rec_all: 0.2019 (0.2128) loss_rec_sfr: 0.2577 (0.2731) loss_cl: -0.2786 (-0.2789) time: 0.7459 data: 0.0003 max mem: 29860 [18:19:45.720811] Epoch: [399] [1700/2904] eta: 0:15:12 lr: 0.001301 loss: 0.1773 (0.1868) loss_rec_all: 0.2036 (0.2128) loss_rec_sfr: 0.2562 (0.2731) loss_cl: -0.2787 (-0.2788) time: 0.7459 data: 0.0003 max mem: 29860 [18:20:00.641043] Epoch: [399] [1720/2904] eta: 0:14:57 lr: 0.001301 loss: 0.1748 (0.1867) loss_rec_all: 0.2009 (0.2127) loss_rec_sfr: 0.2530 (0.2729) loss_cl: -0.2797 (-0.2789) time: 0.7460 data: 0.0003 max mem: 29860 [18:20:15.558266] Epoch: [399] [1740/2904] eta: 0:14:42 lr: 0.001301 loss: 0.1750 (0.1867) loss_rec_all: 0.2010 (0.2127) loss_rec_sfr: 0.2605 (0.2730) loss_cl: -0.2793 (-0.2789) time: 0.7458 data: 0.0003 max mem: 29860 [18:20:30.475712] Epoch: [399] [1760/2904] eta: 0:14:26 lr: 0.001301 loss: 0.1762 (0.1867) loss_rec_all: 0.2021 (0.2126) loss_rec_sfr: 0.2539 (0.2728) loss_cl: -0.2783 (-0.2789) time: 0.7458 data: 0.0003 max mem: 29860 [18:20:45.392568] Epoch: [399] [1780/2904] eta: 0:14:11 lr: 0.001301 loss: 0.1767 (0.1867) loss_rec_all: 0.2027 (0.2127) loss_rec_sfr: 0.2562 (0.2731) loss_cl: -0.2782 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [18:21:00.311228] Epoch: [399] [1800/2904] eta: 0:13:56 lr: 0.001301 loss: 0.1759 (0.1867) loss_rec_all: 0.2020 (0.2127) loss_rec_sfr: 0.2374 (0.2731) loss_cl: -0.2786 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [18:21:15.231918] Epoch: [399] [1820/2904] eta: 0:13:40 lr: 0.001301 loss: 0.1747 (0.1866) loss_rec_all: 0.2011 (0.2126) loss_rec_sfr: 0.2508 (0.2728) loss_cl: -0.2794 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [18:21:30.147822] Epoch: [399] [1840/2904] eta: 0:13:25 lr: 0.001301 loss: 0.1742 (0.1866) loss_rec_all: 0.2002 (0.2126) loss_rec_sfr: 0.2632 (0.2728) loss_cl: -0.2793 (-0.2789) time: 0.7458 data: 0.0003 max mem: 29860 [18:21:45.064038] Epoch: [399] [1860/2904] eta: 0:13:10 lr: 0.001301 loss: 0.1777 (0.1866) loss_rec_all: 0.2037 (0.2126) loss_rec_sfr: 0.2552 (0.2727) loss_cl: -0.2786 (-0.2789) time: 0.7458 data: 0.0003 max mem: 29860 [18:21:59.979979] Epoch: [399] [1880/2904] eta: 0:12:55 lr: 0.001301 loss: 0.1772 (0.1866) loss_rec_all: 0.2038 (0.2126) loss_rec_sfr: 0.2462 (0.2728) loss_cl: -0.2786 (-0.2789) time: 0.7458 data: 0.0003 max mem: 29860 [18:22:14.894910] Epoch: [399] [1900/2904] eta: 0:12:39 lr: 0.001301 loss: 0.1778 (0.1867) loss_rec_all: 0.2040 (0.2127) loss_rec_sfr: 0.2565 (0.2730) loss_cl: -0.2783 (-0.2788) time: 0.7457 data: 0.0002 max mem: 29860 [18:22:29.812101] Epoch: [399] [1920/2904] eta: 0:12:24 lr: 0.001301 loss: 0.1822 (0.1867) loss_rec_all: 0.2085 (0.2127) loss_rec_sfr: 0.2573 (0.2732) loss_cl: -0.2789 (-0.2788) time: 0.7458 data: 0.0002 max mem: 29860 [18:22:44.735645] Epoch: [399] [1940/2904] eta: 0:12:09 lr: 0.001301 loss: 0.1728 (0.1867) loss_rec_all: 0.1989 (0.2127) loss_rec_sfr: 0.2530 (0.2731) loss_cl: -0.2796 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [18:22:59.654032] Epoch: [399] [1960/2904] eta: 0:11:54 lr: 0.001301 loss: 0.1751 (0.1866) loss_rec_all: 0.2011 (0.2126) loss_rec_sfr: 0.2485 (0.2728) loss_cl: -0.2792 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [18:23:14.572880] Epoch: [399] [1980/2904] eta: 0:11:38 lr: 0.001301 loss: 0.1775 (0.1866) loss_rec_all: 0.2035 (0.2126) loss_rec_sfr: 0.2275 (0.2726) loss_cl: -0.2792 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [18:23:29.490159] Epoch: [399] [2000/2904] eta: 0:11:23 lr: 0.001301 loss: 0.1835 (0.1868) loss_rec_all: 0.2097 (0.2127) loss_rec_sfr: 0.2607 (0.2731) loss_cl: -0.2792 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [18:23:44.407585] Epoch: [399] [2020/2904] eta: 0:11:08 lr: 0.001301 loss: 0.1776 (0.1868) loss_rec_all: 0.2037 (0.2127) loss_rec_sfr: 0.2638 (0.2733) loss_cl: -0.2783 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [18:23:59.320719] Epoch: [399] [2040/2904] eta: 0:10:53 lr: 0.001301 loss: 0.1798 (0.1867) loss_rec_all: 0.2058 (0.2127) loss_rec_sfr: 0.2532 (0.2731) loss_cl: -0.2788 (-0.2789) time: 0.7456 data: 0.0003 max mem: 29860 [18:24:14.230670] Epoch: [399] [2060/2904] eta: 0:10:38 lr: 0.001301 loss: 0.1754 (0.1866) loss_rec_all: 0.2015 (0.2126) loss_rec_sfr: 0.2580 (0.2729) loss_cl: -0.2788 (-0.2789) time: 0.7454 data: 0.0003 max mem: 29860 [18:24:29.138427] Epoch: [399] [2080/2904] eta: 0:10:22 lr: 0.001300 loss: 0.1822 (0.1868) loss_rec_all: 0.2086 (0.2128) loss_rec_sfr: 0.2729 (0.2736) loss_cl: -0.2788 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [18:24:44.052327] Epoch: [399] [2100/2904] eta: 0:10:07 lr: 0.001300 loss: 0.1785 (0.1868) loss_rec_all: 0.2045 (0.2128) loss_rec_sfr: 0.2569 (0.2737) loss_cl: -0.2786 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [18:24:58.971186] Epoch: [399] [2120/2904] eta: 0:09:52 lr: 0.001300 loss: 0.1749 (0.1868) loss_rec_all: 0.2013 (0.2127) loss_rec_sfr: 0.2576 (0.2736) loss_cl: -0.2782 (-0.2788) time: 0.7459 data: 0.0002 max mem: 29860 [18:25:13.885770] Epoch: [399] [2140/2904] eta: 0:09:37 lr: 0.001300 loss: 0.1762 (0.1868) loss_rec_all: 0.2023 (0.2128) loss_rec_sfr: 0.2555 (0.2738) loss_cl: -0.2792 (-0.2788) time: 0.7457 data: 0.0003 max mem: 29860 [18:25:28.806841] Epoch: [399] [2160/2904] eta: 0:09:22 lr: 0.001300 loss: 0.1764 (0.1868) loss_rec_all: 0.2025 (0.2128) loss_rec_sfr: 0.2516 (0.2738) loss_cl: -0.2800 (-0.2789) time: 0.7460 data: 0.0003 max mem: 29860 [18:25:43.724761] Epoch: [399] [2180/2904] eta: 0:09:06 lr: 0.001300 loss: 0.1741 (0.1868) loss_rec_all: 0.2003 (0.2128) loss_rec_sfr: 0.2541 (0.2738) loss_cl: -0.2793 (-0.2789) time: 0.7458 data: 0.0003 max mem: 29860 [18:25:58.639978] Epoch: [399] [2200/2904] eta: 0:08:51 lr: 0.001300 loss: 0.1768 (0.1868) loss_rec_all: 0.2027 (0.2128) loss_rec_sfr: 0.2570 (0.2738) loss_cl: -0.2787 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [18:26:13.557961] Epoch: [399] [2220/2904] eta: 0:08:36 lr: 0.001300 loss: 0.1776 (0.1868) loss_rec_all: 0.2037 (0.2128) loss_rec_sfr: 0.2574 (0.2739) loss_cl: -0.2788 (-0.2789) time: 0.7458 data: 0.0003 max mem: 29860 [18:26:28.468169] Epoch: [399] [2240/2904] eta: 0:08:21 lr: 0.001300 loss: 0.1757 (0.1868) loss_rec_all: 0.2017 (0.2128) loss_rec_sfr: 0.2650 (0.2740) loss_cl: -0.2786 (-0.2789) time: 0.7454 data: 0.0003 max mem: 29860 [18:26:43.380289] Epoch: [399] [2260/2904] eta: 0:08:06 lr: 0.001300 loss: 0.1757 (0.1867) loss_rec_all: 0.2021 (0.2127) loss_rec_sfr: 0.2248 (0.2737) loss_cl: -0.2794 (-0.2789) time: 0.7455 data: 0.0003 max mem: 29860 [18:26:58.298159] Epoch: [399] [2280/2904] eta: 0:07:51 lr: 0.001300 loss: 0.1807 (0.1868) loss_rec_all: 0.2072 (0.2128) loss_rec_sfr: 0.2532 (0.2738) loss_cl: -0.2787 (-0.2789) time: 0.7458 data: 0.0003 max mem: 29860 [18:27:13.211663] Epoch: [399] [2300/2904] eta: 0:07:35 lr: 0.001300 loss: 0.1784 (0.1869) loss_rec_all: 0.2044 (0.2128) loss_rec_sfr: 0.2540 (0.2740) loss_cl: -0.2785 (-0.2788) time: 0.7456 data: 0.0003 max mem: 29860 [18:27:28.132277] Epoch: [399] [2320/2904] eta: 0:07:20 lr: 0.001300 loss: 0.1768 (0.1869) loss_rec_all: 0.2028 (0.2129) loss_rec_sfr: 0.2573 (0.2742) loss_cl: -0.2794 (-0.2789) time: 0.7460 data: 0.0003 max mem: 29860 [18:27:43.052710] Epoch: [399] [2340/2904] eta: 0:07:05 lr: 0.001300 loss: 0.1736 (0.1869) loss_rec_all: 0.1997 (0.2128) loss_rec_sfr: 0.2549 (0.2741) loss_cl: -0.2797 (-0.2789) time: 0.7459 data: 0.0004 max mem: 29860 [18:27:57.966688] Epoch: [399] [2360/2904] eta: 0:06:50 lr: 0.001300 loss: 0.1844 (0.1870) loss_rec_all: 0.2105 (0.2129) loss_rec_sfr: 0.2536 (0.2743) loss_cl: -0.2792 (-0.2789) time: 0.7456 data: 0.0003 max mem: 29860 [18:28:12.885377] Epoch: [399] [2380/2904] eta: 0:06:35 lr: 0.001300 loss: 0.1774 (0.1870) loss_rec_all: 0.2037 (0.2130) loss_rec_sfr: 0.2612 (0.2745) loss_cl: -0.2786 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [18:28:27.803416] Epoch: [399] [2400/2904] eta: 0:06:20 lr: 0.001300 loss: 0.1743 (0.1869) loss_rec_all: 0.2003 (0.2129) loss_rec_sfr: 0.2522 (0.2744) loss_cl: -0.2783 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [18:28:42.724656] Epoch: [399] [2420/2904] eta: 0:06:05 lr: 0.001300 loss: 0.1710 (0.1869) loss_rec_all: 0.1978 (0.2129) loss_rec_sfr: 0.2191 (0.2742) loss_cl: -0.2791 (-0.2789) time: 0.7460 data: 0.0003 max mem: 29860 [18:28:57.645807] Epoch: [399] [2440/2904] eta: 0:05:50 lr: 0.001300 loss: 0.1762 (0.1869) loss_rec_all: 0.2027 (0.2129) loss_rec_sfr: 0.2500 (0.2744) loss_cl: -0.2793 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [18:29:12.566480] Epoch: [399] [2460/2904] eta: 0:05:34 lr: 0.001300 loss: 0.1901 (0.1870) loss_rec_all: 0.2163 (0.2130) loss_rec_sfr: 0.2630 (0.2747) loss_cl: -0.2793 (-0.2789) time: 0.7460 data: 0.0003 max mem: 29860 [18:29:27.483174] Epoch: [399] [2480/2904] eta: 0:05:19 lr: 0.001300 loss: 0.1774 (0.1871) loss_rec_all: 0.2037 (0.2130) loss_rec_sfr: 0.2513 (0.2746) loss_cl: -0.2788 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [18:29:42.400366] Epoch: [399] [2500/2904] eta: 0:05:04 lr: 0.001300 loss: 0.1828 (0.1871) loss_rec_all: 0.2091 (0.2131) loss_rec_sfr: 0.2473 (0.2747) loss_cl: -0.2789 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [18:29:57.320505] Epoch: [399] [2520/2904] eta: 0:04:49 lr: 0.001300 loss: 0.1756 (0.1871) loss_rec_all: 0.2019 (0.2130) loss_rec_sfr: 0.2499 (0.2746) loss_cl: -0.2787 (-0.2789) time: 0.7459 data: 0.0003 max mem: 29860 [18:30:12.237647] Epoch: [399] [2540/2904] eta: 0:04:34 lr: 0.001300 loss: 0.1760 (0.1871) loss_rec_all: 0.2022 (0.2130) loss_rec_sfr: 0.2535 (0.2745) loss_cl: -0.2793 (-0.2789) time: 0.7458 data: 0.0003 max mem: 29860 [18:30:27.155340] Epoch: [399] [2560/2904] eta: 0:04:19 lr: 0.001300 loss: 0.1779 (0.1870) loss_rec_all: 0.2039 (0.2130) loss_rec_sfr: 0.2492 (0.2744) loss_cl: -0.2791 (-0.2789) time: 0.7458 data: 0.0003 max mem: 29860 [18:30:42.069492] Epoch: [399] [2580/2904] eta: 0:04:04 lr: 0.001300 loss: 0.1759 (0.1870) loss_rec_all: 0.2023 (0.2130) loss_rec_sfr: 0.2432 (0.2744) loss_cl: -0.2790 (-0.2789) time: 0.7457 data: 0.0003 max mem: 29860 [18:30:56.994996] Epoch: [399] [2600/2904] eta: 0:03:49 lr: 0.001300 loss: 0.1740 (0.1870) loss_rec_all: 0.2005 (0.2130) loss_rec_sfr: 0.2480 (0.2742) loss_cl: -0.2792 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [18:31:11.920497] Epoch: [399] [2620/2904] eta: 0:03:34 lr: 0.001300 loss: 0.1769 (0.1870) loss_rec_all: 0.2028 (0.2129) loss_rec_sfr: 0.2522 (0.2741) loss_cl: -0.2789 (-0.2789) time: 0.7462 data: 0.0003 max mem: 29860 [18:31:26.838093] Epoch: [399] [2640/2904] eta: 0:03:18 lr: 0.001300 loss: 0.1765 (0.1869) loss_rec_all: 0.2025 (0.2129) loss_rec_sfr: 0.2494 (0.2741) loss_cl: -0.2788 (-0.2789) time: 0.7458 data: 0.0003 max mem: 29860 [18:31:41.751041] Epoch: [399] [2660/2904] eta: 0:03:03 lr: 0.001300 loss: 0.1752 (0.1869) loss_rec_all: 0.2013 (0.2129) loss_rec_sfr: 0.2519 (0.2740) loss_cl: -0.2790 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [18:31:56.669497] Epoch: [399] [2680/2904] eta: 0:02:48 lr: 0.001299 loss: 0.1747 (0.1868) loss_rec_all: 0.2008 (0.2128) loss_rec_sfr: 0.2156 (0.2736) loss_cl: -0.2788 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [18:32:11.585534] Epoch: [399] [2700/2904] eta: 0:02:33 lr: 0.001299 loss: 0.1738 (0.1868) loss_rec_all: 0.2002 (0.2128) loss_rec_sfr: 0.2532 (0.2735) loss_cl: -0.2797 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [18:32:26.501955] Epoch: [399] [2720/2904] eta: 0:02:18 lr: 0.001299 loss: 0.1765 (0.1868) loss_rec_all: 0.2031 (0.2128) loss_rec_sfr: 0.2507 (0.2735) loss_cl: -0.2794 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [18:32:41.418956] Epoch: [399] [2740/2904] eta: 0:02:03 lr: 0.001299 loss: 0.1812 (0.1868) loss_rec_all: 0.2074 (0.2128) loss_rec_sfr: 0.2528 (0.2735) loss_cl: -0.2793 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [18:32:56.334123] Epoch: [399] [2760/2904] eta: 0:01:48 lr: 0.001299 loss: 0.1777 (0.1868) loss_rec_all: 0.2042 (0.2128) loss_rec_sfr: 0.2527 (0.2736) loss_cl: -0.2784 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [18:33:11.252140] Epoch: [399] [2780/2904] eta: 0:01:33 lr: 0.001299 loss: 0.1821 (0.1869) loss_rec_all: 0.2082 (0.2129) loss_rec_sfr: 0.2565 (0.2738) loss_cl: -0.2789 (-0.2789) time: 0.7459 data: 0.0003 max mem: 29860 [18:33:26.170727] Epoch: [399] [2800/2904] eta: 0:01:18 lr: 0.001299 loss: 0.1755 (0.1868) loss_rec_all: 0.2018 (0.2128) loss_rec_sfr: 0.2318 (0.2736) loss_cl: -0.2801 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [18:33:41.085386] Epoch: [399] [2820/2904] eta: 0:01:03 lr: 0.001299 loss: 0.1763 (0.1868) loss_rec_all: 0.2024 (0.2128) loss_rec_sfr: 0.2634 (0.2737) loss_cl: -0.2801 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [18:33:56.035435] Epoch: [399] [2840/2904] eta: 0:00:48 lr: 0.001299 loss: 0.1739 (0.1868) loss_rec_all: 0.2000 (0.2128) loss_rec_sfr: 0.2605 (0.2737) loss_cl: -0.2794 (-0.2789) time: 0.7474 data: 0.0024 max mem: 29860 [18:34:10.933683] Epoch: [399] [2860/2904] eta: 0:00:33 lr: 0.001299 loss: 0.1770 (0.1868) loss_rec_all: 0.2032 (0.2127) loss_rec_sfr: 0.2559 (0.2736) loss_cl: -0.2784 (-0.2789) time: 0.7449 data: 0.0001 max mem: 29860 [18:34:25.836512] Epoch: [399] [2880/2904] eta: 0:00:18 lr: 0.001299 loss: 0.1753 (0.1867) loss_rec_all: 0.2012 (0.2127) loss_rec_sfr: 0.2593 (0.2736) loss_cl: -0.2787 (-0.2789) time: 0.7451 data: 0.0001 max mem: 29860 [18:34:40.733337] Epoch: [399] [2900/2904] eta: 0:00:03 lr: 0.001299 loss: 0.1749 (0.1867) loss_rec_all: 0.2013 (0.2127) loss_rec_sfr: 0.2530 (0.2735) loss_cl: -0.2788 (-0.2789) time: 0.7448 data: 0.0001 max mem: 29860 [18:34:42.975554] Epoch: [399] [2903/2904] eta: 0:00:00 lr: 0.001299 loss: 0.1736 (0.1867) loss_rec_all: 0.1999 (0.2127) loss_rec_sfr: 0.2551 (0.2736) loss_cl: -0.2791 (-0.2789) time: 0.7448 data: 0.0001 max mem: 29860 [18:34:45.173142] Epoch: [399] Total time: 0:36:29 (0.7538 s / it) [18:34:45.174934] Averaged stats: lr: 0.001299 loss: 0.1736 (0.1893) loss_rec_all: 0.1999 (0.2129) loss_rec_sfr: 0.2551 (0.2730) loss_cl: -0.2791 (-0.2557) [18:34:45.182415] log_dir: ./checkpoint/VF2_ViT-B [18:35:02.347594] Epoch: [400] [ 0/2904] eta: 13:50:44 lr: 0.001299 loss: 0.1729 (0.1729) loss_rec_all: 0.1990 (0.1990) loss_rec_sfr: 0.2653 (0.2653) loss_cl: -0.2793 (-0.2793) time: 17.1642 data: 12.7807 max mem: 29860 [18:35:19.033561] Epoch: [400] [ 20/2904] eta: 1:17:28 lr: 0.001299 loss: 0.1818 (0.1916) loss_rec_all: 0.2079 (0.2174) loss_rec_sfr: 0.2586 (0.2981) loss_cl: -0.2789 (-0.2787) time: 0.8343 data: 0.0895 max mem: 29860 [18:35:33.934027] Epoch: [400] [ 40/2904] eta: 0:56:45 lr: 0.001299 loss: 0.1771 (0.1893) loss_rec_all: 0.2034 (0.2151) loss_rec_sfr: 0.2601 (0.2917) loss_cl: -0.2791 (-0.2788) time: 0.7450 data: 0.0002 max mem: 29860 [18:35:48.845370] Epoch: [400] [ 60/2904] eta: 0:49:27 lr: 0.001299 loss: 0.1780 (0.1892) loss_rec_all: 0.2041 (0.2151) loss_rec_sfr: 0.2620 (0.2913) loss_cl: -0.2794 (-0.2790) time: 0.7455 data: 0.0002 max mem: 29860 [18:36:03.766956] Epoch: [400] [ 80/2904] eta: 0:45:39 lr: 0.001299 loss: 0.1744 (0.1869) loss_rec_all: 0.2008 (0.2129) loss_rec_sfr: 0.2103 (0.2795) loss_cl: -0.2790 (-0.2791) time: 0.7460 data: 0.0002 max mem: 29860 [18:36:18.704050] Epoch: [400] [ 100/2904] eta: 0:43:16 lr: 0.001299 loss: 0.1733 (0.1865) loss_rec_all: 0.1993 (0.2125) loss_rec_sfr: 0.2544 (0.2746) loss_cl: -0.2789 (-0.2790) time: 0.7468 data: 0.0002 max mem: 29860 [18:36:33.662522] Epoch: [400] [ 120/2904] eta: 0:41:35 lr: 0.001299 loss: 0.1729 (0.1853) loss_rec_all: 0.1994 (0.2113) loss_rec_sfr: 0.2545 (0.2705) loss_cl: -0.2791 (-0.2790) time: 0.7479 data: 0.0003 max mem: 29860 [18:36:48.633996] Epoch: [400] [ 140/2904] eta: 0:40:19 lr: 0.001299 loss: 0.1769 (0.1846) loss_rec_all: 0.2032 (0.2106) loss_rec_sfr: 0.2571 (0.2692) loss_cl: -0.2794 (-0.2790) time: 0.7485 data: 0.0003 max mem: 29860 [18:37:03.557142] Epoch: [400] [ 160/2904] eta: 0:39:18 lr: 0.001299 loss: 0.1769 (0.1851) loss_rec_all: 0.2031 (0.2111) loss_rec_sfr: 0.2569 (0.2713) loss_cl: -0.2785 (-0.2790) time: 0.7461 data: 0.0002 max mem: 29860 [18:37:18.497822] Epoch: [400] [ 180/2904] eta: 0:38:27 lr: 0.001299 loss: 0.1837 (0.1866) loss_rec_all: 0.2098 (0.2125) loss_rec_sfr: 0.2669 (0.2770) loss_cl: -0.2791 (-0.2789) time: 0.7470 data: 0.0002 max mem: 29860 [18:37:33.416977] Epoch: [400] [ 200/2904] eta: 0:37:43 lr: 0.001299 loss: 0.1800 (0.1873) loss_rec_all: 0.2060 (0.2132) loss_rec_sfr: 0.2494 (0.2780) loss_cl: -0.2793 (-0.2790) time: 0.7459 data: 0.0002 max mem: 29860 [18:37:48.336430] Epoch: [400] [ 220/2904] eta: 0:37:04 lr: 0.001299 loss: 0.1765 (0.1882) loss_rec_all: 0.2024 (0.2141) loss_rec_sfr: 0.2622 (0.2802) loss_cl: -0.2791 (-0.2790) time: 0.7459 data: 0.0002 max mem: 29860 [18:38:03.254354] Epoch: [400] [ 240/2904] eta: 0:36:29 lr: 0.001299 loss: 0.1769 (0.1882) loss_rec_all: 0.2030 (0.2141) loss_rec_sfr: 0.2540 (0.2802) loss_cl: -0.2787 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [18:38:18.174277] Epoch: [400] [ 260/2904] eta: 0:35:57 lr: 0.001299 loss: 0.1759 (0.1881) loss_rec_all: 0.2020 (0.2141) loss_rec_sfr: 0.2508 (0.2800) loss_cl: -0.2782 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [18:38:33.097362] Epoch: [400] [ 280/2904] eta: 0:35:28 lr: 0.001299 loss: 0.1788 (0.1882) loss_rec_all: 0.2050 (0.2142) loss_rec_sfr: 0.2555 (0.2800) loss_cl: -0.2784 (-0.2788) time: 0.7461 data: 0.0002 max mem: 29860 [18:38:48.021287] Epoch: [400] [ 300/2904] eta: 0:35:00 lr: 0.001299 loss: 0.1743 (0.1876) loss_rec_all: 0.2004 (0.2136) loss_rec_sfr: 0.2594 (0.2785) loss_cl: -0.2798 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [18:39:02.943090] Epoch: [400] [ 320/2904] eta: 0:34:34 lr: 0.001299 loss: 0.1787 (0.1879) loss_rec_all: 0.2049 (0.2139) loss_rec_sfr: 0.2562 (0.2794) loss_cl: -0.2795 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [18:39:17.872585] Epoch: [400] [ 340/2904] eta: 0:34:10 lr: 0.001299 loss: 0.1781 (0.1875) loss_rec_all: 0.2043 (0.2135) loss_rec_sfr: 0.2528 (0.2779) loss_cl: -0.2794 (-0.2790) time: 0.7464 data: 0.0002 max mem: 29860 [18:39:32.799248] Epoch: [400] [ 360/2904] eta: 0:33:46 lr: 0.001298 loss: 0.1747 (0.1875) loss_rec_all: 0.2008 (0.2135) loss_rec_sfr: 0.2545 (0.2776) loss_cl: -0.2790 (-0.2790) time: 0.7463 data: 0.0002 max mem: 29860 [18:39:47.722469] Epoch: [400] [ 380/2904] eta: 0:33:24 lr: 0.001298 loss: 0.1749 (0.1878) loss_rec_all: 0.2010 (0.2138) loss_rec_sfr: 0.2610 (0.2786) loss_cl: -0.2793 (-0.2790) time: 0.7461 data: 0.0002 max mem: 29860 [18:40:02.636063] Epoch: [400] [ 400/2904] eta: 0:33:02 lr: 0.001298 loss: 0.1732 (0.1873) loss_rec_all: 0.1997 (0.2132) loss_rec_sfr: 0.2072 (0.2762) loss_cl: -0.2792 (-0.2790) time: 0.7456 data: 0.0002 max mem: 29860 [18:40:17.535813] Epoch: [400] [ 420/2904] eta: 0:32:40 lr: 0.001298 loss: 0.1762 (0.1875) loss_rec_all: 0.2021 (0.2134) loss_rec_sfr: 0.2562 (0.2769) loss_cl: -0.2782 (-0.2789) time: 0.7449 data: 0.0002 max mem: 29860 [18:40:32.462468] Epoch: [400] [ 440/2904] eta: 0:32:20 lr: 0.001298 loss: 0.1828 (0.1878) loss_rec_all: 0.2091 (0.2137) loss_rec_sfr: 0.2576 (0.2778) loss_cl: -0.2788 (-0.2789) time: 0.7463 data: 0.0002 max mem: 29860 [18:40:47.383504] Epoch: [400] [ 460/2904] eta: 0:32:00 lr: 0.001298 loss: 0.1718 (0.1874) loss_rec_all: 0.1977 (0.2134) loss_rec_sfr: 0.2527 (0.2766) loss_cl: -0.2784 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [18:41:02.299378] Epoch: [400] [ 480/2904] eta: 0:31:40 lr: 0.001298 loss: 0.1725 (0.1871) loss_rec_all: 0.1985 (0.2131) loss_rec_sfr: 0.2452 (0.2756) loss_cl: -0.2786 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [18:41:17.214133] Epoch: [400] [ 500/2904] eta: 0:31:21 lr: 0.001298 loss: 0.1814 (0.1873) loss_rec_all: 0.2075 (0.2133) loss_rec_sfr: 0.2544 (0.2759) loss_cl: -0.2787 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [18:41:32.127347] Epoch: [400] [ 520/2904] eta: 0:31:01 lr: 0.001298 loss: 0.1743 (0.1872) loss_rec_all: 0.2009 (0.2131) loss_rec_sfr: 0.2208 (0.2746) loss_cl: -0.2796 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [18:41:47.045904] Epoch: [400] [ 540/2904] eta: 0:30:43 lr: 0.001298 loss: 0.1748 (0.1870) loss_rec_all: 0.2009 (0.2130) loss_rec_sfr: 0.2562 (0.2745) loss_cl: -0.2792 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [18:42:01.958239] Epoch: [400] [ 560/2904] eta: 0:30:24 lr: 0.001298 loss: 0.1756 (0.1867) loss_rec_all: 0.2017 (0.2127) loss_rec_sfr: 0.2572 (0.2738) loss_cl: -0.2786 (-0.2789) time: 0.7456 data: 0.0003 max mem: 29860 [18:42:16.872451] Epoch: [400] [ 580/2904] eta: 0:30:06 lr: 0.001298 loss: 0.1831 (0.1870) loss_rec_all: 0.2093 (0.2130) loss_rec_sfr: 0.2605 (0.2747) loss_cl: -0.2779 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [18:42:31.789537] Epoch: [400] [ 600/2904] eta: 0:29:48 lr: 0.001298 loss: 0.1740 (0.1867) loss_rec_all: 0.2000 (0.2127) loss_rec_sfr: 0.2516 (0.2737) loss_cl: -0.2796 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [18:42:46.704232] Epoch: [400] [ 620/2904] eta: 0:29:30 lr: 0.001298 loss: 0.1741 (0.1868) loss_rec_all: 0.2004 (0.2127) loss_rec_sfr: 0.2620 (0.2740) loss_cl: -0.2798 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [18:43:01.621557] Epoch: [400] [ 640/2904] eta: 0:29:13 lr: 0.001298 loss: 0.1740 (0.1868) loss_rec_all: 0.2007 (0.2128) loss_rec_sfr: 0.2387 (0.2740) loss_cl: -0.2790 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [18:43:16.537461] Epoch: [400] [ 660/2904] eta: 0:28:55 lr: 0.001298 loss: 0.1763 (0.1867) loss_rec_all: 0.2023 (0.2127) loss_rec_sfr: 0.2525 (0.2736) loss_cl: -0.2791 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [18:43:31.452550] Epoch: [400] [ 680/2904] eta: 0:28:38 lr: 0.001298 loss: 0.1758 (0.1866) loss_rec_all: 0.2019 (0.2126) loss_rec_sfr: 0.2562 (0.2736) loss_cl: -0.2785 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [18:43:46.374651] Epoch: [400] [ 700/2904] eta: 0:28:21 lr: 0.001298 loss: 0.1781 (0.1867) loss_rec_all: 0.2041 (0.2127) loss_rec_sfr: 0.2497 (0.2737) loss_cl: -0.2796 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [18:44:01.307346] Epoch: [400] [ 720/2904] eta: 0:28:04 lr: 0.001298 loss: 0.1765 (0.1866) loss_rec_all: 0.2027 (0.2126) loss_rec_sfr: 0.2554 (0.2733) loss_cl: -0.2799 (-0.2789) time: 0.7465 data: 0.0003 max mem: 29860 [18:44:16.236146] Epoch: [400] [ 740/2904] eta: 0:27:47 lr: 0.001298 loss: 0.1735 (0.1866) loss_rec_all: 0.1995 (0.2126) loss_rec_sfr: 0.2609 (0.2737) loss_cl: -0.2788 (-0.2789) time: 0.7464 data: 0.0002 max mem: 29860 [18:44:31.162274] Epoch: [400] [ 760/2904] eta: 0:27:30 lr: 0.001298 loss: 0.1771 (0.1865) loss_rec_all: 0.2032 (0.2125) loss_rec_sfr: 0.2518 (0.2733) loss_cl: -0.2792 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [18:44:46.087098] Epoch: [400] [ 780/2904] eta: 0:27:14 lr: 0.001298 loss: 0.1762 (0.1864) loss_rec_all: 0.2028 (0.2124) loss_rec_sfr: 0.2528 (0.2728) loss_cl: -0.2793 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [18:45:01.006714] Epoch: [400] [ 800/2904] eta: 0:26:57 lr: 0.001298 loss: 0.1751 (0.1863) loss_rec_all: 0.2013 (0.2123) loss_rec_sfr: 0.2531 (0.2726) loss_cl: -0.2797 (-0.2790) time: 0.7459 data: 0.0003 max mem: 29860 [18:45:15.929346] Epoch: [400] [ 820/2904] eta: 0:26:40 lr: 0.001298 loss: 0.1785 (0.1864) loss_rec_all: 0.2046 (0.2124) loss_rec_sfr: 0.2538 (0.2727) loss_cl: -0.2794 (-0.2790) time: 0.7461 data: 0.0002 max mem: 29860 [18:45:30.846302] Epoch: [400] [ 840/2904] eta: 0:26:24 lr: 0.001298 loss: 0.1763 (0.1864) loss_rec_all: 0.2021 (0.2124) loss_rec_sfr: 0.2491 (0.2728) loss_cl: -0.2789 (-0.2790) time: 0.7458 data: 0.0002 max mem: 29860 [18:45:45.763588] Epoch: [400] [ 860/2904] eta: 0:26:08 lr: 0.001298 loss: 0.1782 (0.1866) loss_rec_all: 0.2045 (0.2126) loss_rec_sfr: 0.2560 (0.2734) loss_cl: -0.2775 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [18:46:00.684417] Epoch: [400] [ 880/2904] eta: 0:25:51 lr: 0.001298 loss: 0.1814 (0.1867) loss_rec_all: 0.2075 (0.2127) loss_rec_sfr: 0.2570 (0.2738) loss_cl: -0.2788 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [18:46:15.598987] Epoch: [400] [ 900/2904] eta: 0:25:35 lr: 0.001298 loss: 0.1754 (0.1865) loss_rec_all: 0.2016 (0.2125) loss_rec_sfr: 0.2472 (0.2731) loss_cl: -0.2790 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [18:46:30.518250] Epoch: [400] [ 920/2904] eta: 0:25:19 lr: 0.001298 loss: 0.1764 (0.1864) loss_rec_all: 0.2022 (0.2124) loss_rec_sfr: 0.2612 (0.2728) loss_cl: -0.2783 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [18:46:45.435591] Epoch: [400] [ 940/2904] eta: 0:25:03 lr: 0.001297 loss: 0.1784 (0.1864) loss_rec_all: 0.2044 (0.2124) loss_rec_sfr: 0.2559 (0.2726) loss_cl: -0.2790 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [18:47:00.356647] Epoch: [400] [ 960/2904] eta: 0:24:47 lr: 0.001297 loss: 0.1782 (0.1865) loss_rec_all: 0.2043 (0.2125) loss_rec_sfr: 0.2552 (0.2731) loss_cl: -0.2790 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [18:47:15.276882] Epoch: [400] [ 980/2904] eta: 0:24:31 lr: 0.001297 loss: 0.1765 (0.1866) loss_rec_all: 0.2029 (0.2125) loss_rec_sfr: 0.2499 (0.2732) loss_cl: -0.2798 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [18:47:30.197151] Epoch: [400] [1000/2904] eta: 0:24:15 lr: 0.001297 loss: 0.1766 (0.1866) loss_rec_all: 0.2027 (0.2126) loss_rec_sfr: 0.2255 (0.2733) loss_cl: -0.2794 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [18:47:45.110764] Epoch: [400] [1020/2904] eta: 0:23:59 lr: 0.001297 loss: 0.1787 (0.1867) loss_rec_all: 0.2049 (0.2127) loss_rec_sfr: 0.2521 (0.2736) loss_cl: -0.2787 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [18:48:00.028019] Epoch: [400] [1040/2904] eta: 0:23:43 lr: 0.001297 loss: 0.1792 (0.1869) loss_rec_all: 0.2051 (0.2129) loss_rec_sfr: 0.2626 (0.2743) loss_cl: -0.2777 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [18:48:14.947561] Epoch: [400] [1060/2904] eta: 0:23:27 lr: 0.001297 loss: 0.1798 (0.1871) loss_rec_all: 0.2058 (0.2131) loss_rec_sfr: 0.2629 (0.2750) loss_cl: -0.2784 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [18:48:29.868643] Epoch: [400] [1080/2904] eta: 0:23:11 lr: 0.001297 loss: 0.1748 (0.1871) loss_rec_all: 0.2010 (0.2130) loss_rec_sfr: 0.2492 (0.2749) loss_cl: -0.2797 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [18:48:44.786837] Epoch: [400] [1100/2904] eta: 0:22:55 lr: 0.001297 loss: 0.1729 (0.1869) loss_rec_all: 0.1991 (0.2129) loss_rec_sfr: 0.2584 (0.2747) loss_cl: -0.2793 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [18:48:59.705387] Epoch: [400] [1120/2904] eta: 0:22:39 lr: 0.001297 loss: 0.1728 (0.1870) loss_rec_all: 0.1991 (0.2130) loss_rec_sfr: 0.2369 (0.2749) loss_cl: -0.2791 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [18:49:14.623107] Epoch: [400] [1140/2904] eta: 0:22:24 lr: 0.001297 loss: 0.1730 (0.1869) loss_rec_all: 0.1991 (0.2129) loss_rec_sfr: 0.2516 (0.2747) loss_cl: -0.2787 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [18:49:29.538969] Epoch: [400] [1160/2904] eta: 0:22:08 lr: 0.001297 loss: 0.1773 (0.1870) loss_rec_all: 0.2033 (0.2130) loss_rec_sfr: 0.2574 (0.2751) loss_cl: -0.2787 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [18:49:44.456470] Epoch: [400] [1180/2904] eta: 0:21:52 lr: 0.001297 loss: 0.1762 (0.1869) loss_rec_all: 0.2022 (0.2129) loss_rec_sfr: 0.2517 (0.2746) loss_cl: -0.2782 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [18:49:59.369441] Epoch: [400] [1200/2904] eta: 0:21:36 lr: 0.001297 loss: 0.1744 (0.1869) loss_rec_all: 0.2007 (0.2129) loss_rec_sfr: 0.2476 (0.2746) loss_cl: -0.2798 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [18:50:14.294758] Epoch: [400] [1220/2904] eta: 0:21:21 lr: 0.001297 loss: 0.1812 (0.1870) loss_rec_all: 0.2073 (0.2130) loss_rec_sfr: 0.2536 (0.2746) loss_cl: -0.2796 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [18:50:29.227598] Epoch: [400] [1240/2904] eta: 0:21:05 lr: 0.001297 loss: 0.1787 (0.1869) loss_rec_all: 0.2048 (0.2129) loss_rec_sfr: 0.2526 (0.2745) loss_cl: -0.2792 (-0.2789) time: 0.7466 data: 0.0002 max mem: 29860 [18:50:44.151439] Epoch: [400] [1260/2904] eta: 0:20:50 lr: 0.001297 loss: 0.1738 (0.1868) loss_rec_all: 0.2005 (0.2128) loss_rec_sfr: 0.2221 (0.2741) loss_cl: -0.2793 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [18:50:59.068120] Epoch: [400] [1280/2904] eta: 0:20:34 lr: 0.001297 loss: 0.1773 (0.1869) loss_rec_all: 0.2033 (0.2129) loss_rec_sfr: 0.2567 (0.2744) loss_cl: -0.2786 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [18:51:13.991282] Epoch: [400] [1300/2904] eta: 0:20:19 lr: 0.001297 loss: 0.1757 (0.1869) loss_rec_all: 0.2021 (0.2129) loss_rec_sfr: 0.2523 (0.2742) loss_cl: -0.2784 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [18:51:28.908044] Epoch: [400] [1320/2904] eta: 0:20:03 lr: 0.001297 loss: 0.1748 (0.1868) loss_rec_all: 0.2010 (0.2128) loss_rec_sfr: 0.2444 (0.2737) loss_cl: -0.2793 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [18:51:43.825437] Epoch: [400] [1340/2904] eta: 0:19:47 lr: 0.001297 loss: 0.1801 (0.1869) loss_rec_all: 0.2066 (0.2129) loss_rec_sfr: 0.2591 (0.2740) loss_cl: -0.2788 (-0.2789) time: 0.7458 data: 0.0003 max mem: 29860 [18:51:58.749321] Epoch: [400] [1360/2904] eta: 0:19:32 lr: 0.001297 loss: 0.1755 (0.1868) loss_rec_all: 0.2015 (0.2128) loss_rec_sfr: 0.2544 (0.2738) loss_cl: -0.2794 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [18:52:13.668310] Epoch: [400] [1380/2904] eta: 0:19:16 lr: 0.001297 loss: 0.1801 (0.1869) loss_rec_all: 0.2062 (0.2129) loss_rec_sfr: 0.2603 (0.2741) loss_cl: -0.2791 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [18:52:28.591394] Epoch: [400] [1400/2904] eta: 0:19:01 lr: 0.001297 loss: 0.1786 (0.1870) loss_rec_all: 0.2047 (0.2130) loss_rec_sfr: 0.2598 (0.2744) loss_cl: -0.2793 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [18:52:43.507258] Epoch: [400] [1420/2904] eta: 0:18:46 lr: 0.001297 loss: 0.1736 (0.1869) loss_rec_all: 0.1999 (0.2129) loss_rec_sfr: 0.2490 (0.2740) loss_cl: -0.2783 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [18:52:58.432467] Epoch: [400] [1440/2904] eta: 0:18:30 lr: 0.001297 loss: 0.1766 (0.1869) loss_rec_all: 0.2026 (0.2129) loss_rec_sfr: 0.2592 (0.2742) loss_cl: -0.2793 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [18:53:13.353184] Epoch: [400] [1460/2904] eta: 0:18:15 lr: 0.001297 loss: 0.1713 (0.1867) loss_rec_all: 0.1980 (0.2127) loss_rec_sfr: 0.2443 (0.2735) loss_cl: -0.2801 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [18:53:28.273707] Epoch: [400] [1480/2904] eta: 0:17:59 lr: 0.001297 loss: 0.1749 (0.1868) loss_rec_all: 0.2015 (0.2128) loss_rec_sfr: 0.2485 (0.2735) loss_cl: -0.2790 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [18:53:43.192081] Epoch: [400] [1500/2904] eta: 0:17:44 lr: 0.001297 loss: 0.1751 (0.1868) loss_rec_all: 0.2012 (0.2127) loss_rec_sfr: 0.2527 (0.2734) loss_cl: -0.2787 (-0.2789) time: 0.7459 data: 0.0003 max mem: 29860 [18:53:58.106631] Epoch: [400] [1520/2904] eta: 0:17:29 lr: 0.001297 loss: 0.1855 (0.1870) loss_rec_all: 0.2116 (0.2130) loss_rec_sfr: 0.2559 (0.2742) loss_cl: -0.2779 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [18:54:13.022085] Epoch: [400] [1540/2904] eta: 0:17:13 lr: 0.001296 loss: 0.1737 (0.1869) loss_rec_all: 0.2001 (0.2129) loss_rec_sfr: 0.2170 (0.2738) loss_cl: -0.2793 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [18:54:27.938059] Epoch: [400] [1560/2904] eta: 0:16:58 lr: 0.001296 loss: 0.1728 (0.1869) loss_rec_all: 0.1993 (0.2128) loss_rec_sfr: 0.2486 (0.2736) loss_cl: -0.2800 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [18:54:42.856254] Epoch: [400] [1580/2904] eta: 0:16:42 lr: 0.001296 loss: 0.1771 (0.1869) loss_rec_all: 0.2030 (0.2129) loss_rec_sfr: 0.2586 (0.2739) loss_cl: -0.2790 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [18:54:57.775597] Epoch: [400] [1600/2904] eta: 0:16:27 lr: 0.001296 loss: 0.1776 (0.1869) loss_rec_all: 0.2038 (0.2129) loss_rec_sfr: 0.2572 (0.2740) loss_cl: -0.2794 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [18:55:12.693137] Epoch: [400] [1620/2904] eta: 0:16:12 lr: 0.001296 loss: 0.1787 (0.1871) loss_rec_all: 0.2050 (0.2130) loss_rec_sfr: 0.2425 (0.2744) loss_cl: -0.2785 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [18:55:27.614922] Epoch: [400] [1640/2904] eta: 0:15:56 lr: 0.001296 loss: 0.1750 (0.1870) loss_rec_all: 0.2015 (0.2130) loss_rec_sfr: 0.2484 (0.2743) loss_cl: -0.2783 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [18:55:42.532903] Epoch: [400] [1660/2904] eta: 0:15:41 lr: 0.001296 loss: 0.1787 (0.1871) loss_rec_all: 0.2046 (0.2130) loss_rec_sfr: 0.2572 (0.2744) loss_cl: -0.2785 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [18:55:57.454825] Epoch: [400] [1680/2904] eta: 0:15:26 lr: 0.001296 loss: 0.1734 (0.1869) loss_rec_all: 0.1993 (0.2129) loss_rec_sfr: 0.2520 (0.2740) loss_cl: -0.2786 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [18:56:12.372684] Epoch: [400] [1700/2904] eta: 0:15:11 lr: 0.001296 loss: 0.1734 (0.1869) loss_rec_all: 0.1997 (0.2129) loss_rec_sfr: 0.2573 (0.2739) loss_cl: -0.2787 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [18:56:27.303650] Epoch: [400] [1720/2904] eta: 0:14:55 lr: 0.001296 loss: 0.1772 (0.1870) loss_rec_all: 0.2035 (0.2129) loss_rec_sfr: 0.2602 (0.2741) loss_cl: -0.2781 (-0.2789) time: 0.7465 data: 0.0002 max mem: 29860 [18:56:42.226054] Epoch: [400] [1740/2904] eta: 0:14:40 lr: 0.001296 loss: 0.1749 (0.1870) loss_rec_all: 0.2010 (0.2129) loss_rec_sfr: 0.2508 (0.2741) loss_cl: -0.2786 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [18:56:57.142800] Epoch: [400] [1760/2904] eta: 0:14:25 lr: 0.001296 loss: 0.1802 (0.1870) loss_rec_all: 0.2062 (0.2130) loss_rec_sfr: 0.2546 (0.2743) loss_cl: -0.2796 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [18:57:12.048885] Epoch: [400] [1780/2904] eta: 0:14:09 lr: 0.001296 loss: 0.1758 (0.1871) loss_rec_all: 0.2018 (0.2130) loss_rec_sfr: 0.2167 (0.2744) loss_cl: -0.2802 (-0.2789) time: 0.7453 data: 0.0002 max mem: 29860 [18:57:26.958141] Epoch: [400] [1800/2904] eta: 0:13:54 lr: 0.001296 loss: 0.1780 (0.1870) loss_rec_all: 0.2043 (0.2130) loss_rec_sfr: 0.2514 (0.2742) loss_cl: -0.2792 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [18:57:41.871044] Epoch: [400] [1820/2904] eta: 0:13:39 lr: 0.001296 loss: 0.1778 (0.1870) loss_rec_all: 0.2041 (0.2130) loss_rec_sfr: 0.2559 (0.2744) loss_cl: -0.2789 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [18:57:56.789145] Epoch: [400] [1840/2904] eta: 0:13:24 lr: 0.001296 loss: 0.1748 (0.1870) loss_rec_all: 0.2009 (0.2130) loss_rec_sfr: 0.2583 (0.2744) loss_cl: -0.2786 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [18:58:11.712047] Epoch: [400] [1860/2904] eta: 0:13:08 lr: 0.001296 loss: 0.1701 (0.1870) loss_rec_all: 0.1967 (0.2130) loss_rec_sfr: 0.2449 (0.2742) loss_cl: -0.2790 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [18:58:26.628815] Epoch: [400] [1880/2904] eta: 0:12:53 lr: 0.001296 loss: 0.1811 (0.1870) loss_rec_all: 0.2075 (0.2130) loss_rec_sfr: 0.2552 (0.2744) loss_cl: -0.2791 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [18:58:41.546141] Epoch: [400] [1900/2904] eta: 0:12:38 lr: 0.001296 loss: 0.1782 (0.1871) loss_rec_all: 0.2043 (0.2131) loss_rec_sfr: 0.2579 (0.2747) loss_cl: -0.2785 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [18:58:56.471882] Epoch: [400] [1920/2904] eta: 0:12:23 lr: 0.001296 loss: 0.1773 (0.1870) loss_rec_all: 0.2032 (0.2130) loss_rec_sfr: 0.2556 (0.2745) loss_cl: -0.2781 (-0.2789) time: 0.7462 data: 0.0002 max mem: 29860 [18:59:11.385688] Epoch: [400] [1940/2904] eta: 0:12:08 lr: 0.001296 loss: 0.1743 (0.1870) loss_rec_all: 0.2003 (0.2129) loss_rec_sfr: 0.2563 (0.2744) loss_cl: -0.2791 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [18:59:26.306486] Epoch: [400] [1960/2904] eta: 0:11:52 lr: 0.001296 loss: 0.1817 (0.1870) loss_rec_all: 0.2083 (0.2129) loss_rec_sfr: 0.2543 (0.2743) loss_cl: -0.2798 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [18:59:41.225687] Epoch: [400] [1980/2904] eta: 0:11:37 lr: 0.001296 loss: 0.1886 (0.1871) loss_rec_all: 0.2146 (0.2131) loss_rec_sfr: 0.2607 (0.2748) loss_cl: -0.2797 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [18:59:56.142316] Epoch: [400] [2000/2904] eta: 0:11:22 lr: 0.001296 loss: 0.1863 (0.1873) loss_rec_all: 0.2123 (0.2133) loss_rec_sfr: 0.2799 (0.2755) loss_cl: -0.2787 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [19:00:11.062636] Epoch: [400] [2020/2904] eta: 0:11:07 lr: 0.001296 loss: 0.1739 (0.1872) loss_rec_all: 0.1999 (0.2132) loss_rec_sfr: 0.2497 (0.2754) loss_cl: -0.2784 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [19:00:25.979268] Epoch: [400] [2040/2904] eta: 0:10:52 lr: 0.001296 loss: 0.1790 (0.1872) loss_rec_all: 0.2050 (0.2132) loss_rec_sfr: 0.2572 (0.2754) loss_cl: -0.2791 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [19:00:40.893030] Epoch: [400] [2060/2904] eta: 0:10:37 lr: 0.001296 loss: 0.1759 (0.1873) loss_rec_all: 0.2023 (0.2133) loss_rec_sfr: 0.2574 (0.2756) loss_cl: -0.2789 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [19:00:55.811449] Epoch: [400] [2080/2904] eta: 0:10:21 lr: 0.001296 loss: 0.1740 (0.1873) loss_rec_all: 0.2005 (0.2132) loss_rec_sfr: 0.2533 (0.2755) loss_cl: -0.2794 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [19:01:10.730442] Epoch: [400] [2100/2904] eta: 0:10:06 lr: 0.001296 loss: 0.1732 (0.1872) loss_rec_all: 0.1994 (0.2132) loss_rec_sfr: 0.2509 (0.2753) loss_cl: -0.2795 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [19:01:25.648325] Epoch: [400] [2120/2904] eta: 0:09:51 lr: 0.001295 loss: 0.1767 (0.1872) loss_rec_all: 0.2027 (0.2132) loss_rec_sfr: 0.2570 (0.2753) loss_cl: -0.2785 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [19:01:40.560986] Epoch: [400] [2140/2904] eta: 0:09:36 lr: 0.001295 loss: 0.1718 (0.1872) loss_rec_all: 0.1982 (0.2131) loss_rec_sfr: 0.2508 (0.2752) loss_cl: -0.2779 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [19:01:55.477045] Epoch: [400] [2160/2904] eta: 0:09:21 lr: 0.001295 loss: 0.1819 (0.1873) loss_rec_all: 0.2081 (0.2132) loss_rec_sfr: 0.2580 (0.2756) loss_cl: -0.2795 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [19:02:10.387050] Epoch: [400] [2180/2904] eta: 0:09:06 lr: 0.001295 loss: 0.1750 (0.1873) loss_rec_all: 0.2011 (0.2133) loss_rec_sfr: 0.2503 (0.2758) loss_cl: -0.2799 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [19:02:25.298698] Epoch: [400] [2200/2904] eta: 0:08:50 lr: 0.001295 loss: 0.1745 (0.1873) loss_rec_all: 0.2006 (0.2133) loss_rec_sfr: 0.2526 (0.2758) loss_cl: -0.2792 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [19:02:40.214475] Epoch: [400] [2220/2904] eta: 0:08:35 lr: 0.001295 loss: 0.1800 (0.1873) loss_rec_all: 0.2058 (0.2133) loss_rec_sfr: 0.2533 (0.2759) loss_cl: -0.2790 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [19:02:55.136726] Epoch: [400] [2240/2904] eta: 0:08:20 lr: 0.001295 loss: 0.1735 (0.1873) loss_rec_all: 0.1996 (0.2133) loss_rec_sfr: 0.2524 (0.2758) loss_cl: -0.2786 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [19:03:10.059150] Epoch: [400] [2260/2904] eta: 0:08:05 lr: 0.001295 loss: 0.1757 (0.1873) loss_rec_all: 0.2020 (0.2132) loss_rec_sfr: 0.2536 (0.2758) loss_cl: -0.2791 (-0.2789) time: 0.7461 data: 0.0003 max mem: 29860 [19:03:24.981890] Epoch: [400] [2280/2904] eta: 0:07:50 lr: 0.001295 loss: 0.1808 (0.1873) loss_rec_all: 0.2068 (0.2132) loss_rec_sfr: 0.2556 (0.2758) loss_cl: -0.2791 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [19:03:39.902179] Epoch: [400] [2300/2904] eta: 0:07:35 lr: 0.001295 loss: 0.1764 (0.1873) loss_rec_all: 0.2023 (0.2133) loss_rec_sfr: 0.2604 (0.2759) loss_cl: -0.2789 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [19:03:54.825034] Epoch: [400] [2320/2904] eta: 0:07:20 lr: 0.001295 loss: 0.1736 (0.1872) loss_rec_all: 0.1997 (0.2132) loss_rec_sfr: 0.2501 (0.2757) loss_cl: -0.2792 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [19:04:09.740325] Epoch: [400] [2340/2904] eta: 0:07:05 lr: 0.001295 loss: 0.1740 (0.1872) loss_rec_all: 0.2005 (0.2132) loss_rec_sfr: 0.2494 (0.2756) loss_cl: -0.2788 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [19:04:24.652893] Epoch: [400] [2360/2904] eta: 0:06:49 lr: 0.001295 loss: 0.1771 (0.1873) loss_rec_all: 0.2030 (0.2132) loss_rec_sfr: 0.2320 (0.2756) loss_cl: -0.2784 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [19:04:39.571222] Epoch: [400] [2380/2904] eta: 0:06:34 lr: 0.001295 loss: 0.1764 (0.1874) loss_rec_all: 0.2028 (0.2133) loss_rec_sfr: 0.2659 (0.2760) loss_cl: -0.2795 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [19:04:54.490709] Epoch: [400] [2400/2904] eta: 0:06:19 lr: 0.001295 loss: 0.1712 (0.1873) loss_rec_all: 0.1976 (0.2133) loss_rec_sfr: 0.2543 (0.2759) loss_cl: -0.2789 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [19:05:09.404004] Epoch: [400] [2420/2904] eta: 0:06:04 lr: 0.001295 loss: 0.1732 (0.1872) loss_rec_all: 0.2000 (0.2132) loss_rec_sfr: 0.2066 (0.2755) loss_cl: -0.2790 (-0.2789) time: 0.7456 data: 0.0002 max mem: 29860 [19:05:24.321455] Epoch: [400] [2440/2904] eta: 0:05:49 lr: 0.001295 loss: 0.1775 (0.1873) loss_rec_all: 0.2036 (0.2133) loss_rec_sfr: 0.2581 (0.2757) loss_cl: -0.2790 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [19:05:39.241049] Epoch: [400] [2460/2904] eta: 0:05:34 lr: 0.001295 loss: 0.1727 (0.1873) loss_rec_all: 0.1990 (0.2133) loss_rec_sfr: 0.2431 (0.2757) loss_cl: -0.2790 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [19:05:54.157355] Epoch: [400] [2480/2904] eta: 0:05:19 lr: 0.001295 loss: 0.1756 (0.1873) loss_rec_all: 0.2016 (0.2132) loss_rec_sfr: 0.2532 (0.2756) loss_cl: -0.2784 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [19:06:09.073017] Epoch: [400] [2500/2904] eta: 0:05:04 lr: 0.001295 loss: 0.1718 (0.1872) loss_rec_all: 0.1985 (0.2132) loss_rec_sfr: 0.2338 (0.2755) loss_cl: -0.2799 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [19:06:23.987114] Epoch: [400] [2520/2904] eta: 0:04:49 lr: 0.001295 loss: 0.1782 (0.1873) loss_rec_all: 0.2044 (0.2132) loss_rec_sfr: 0.2573 (0.2756) loss_cl: -0.2792 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [19:06:38.896055] Epoch: [400] [2540/2904] eta: 0:04:34 lr: 0.001295 loss: 0.1733 (0.1872) loss_rec_all: 0.1997 (0.2132) loss_rec_sfr: 0.2179 (0.2753) loss_cl: -0.2793 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [19:06:53.814603] Epoch: [400] [2560/2904] eta: 0:04:19 lr: 0.001295 loss: 0.1773 (0.1873) loss_rec_all: 0.2040 (0.2132) loss_rec_sfr: 0.2619 (0.2755) loss_cl: -0.2782 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [19:07:08.736108] Epoch: [400] [2580/2904] eta: 0:04:03 lr: 0.001295 loss: 0.1751 (0.1873) loss_rec_all: 0.2014 (0.2132) loss_rec_sfr: 0.2604 (0.2756) loss_cl: -0.2789 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [19:07:23.651623] Epoch: [400] [2600/2904] eta: 0:03:48 lr: 0.001295 loss: 0.1797 (0.1873) loss_rec_all: 0.2064 (0.2132) loss_rec_sfr: 0.2522 (0.2756) loss_cl: -0.2796 (-0.2789) time: 0.7457 data: 0.0002 max mem: 29860 [19:07:38.569437] Epoch: [400] [2620/2904] eta: 0:03:33 lr: 0.001295 loss: 0.1754 (0.1873) loss_rec_all: 0.2020 (0.2132) loss_rec_sfr: 0.2473 (0.2754) loss_cl: -0.2787 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [19:07:53.487434] Epoch: [400] [2640/2904] eta: 0:03:18 lr: 0.001295 loss: 0.1748 (0.1872) loss_rec_all: 0.2012 (0.2132) loss_rec_sfr: 0.2583 (0.2753) loss_cl: -0.2788 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [19:08:08.407775] Epoch: [400] [2660/2904] eta: 0:03:03 lr: 0.001295 loss: 0.1761 (0.1872) loss_rec_all: 0.2025 (0.2132) loss_rec_sfr: 0.2466 (0.2752) loss_cl: -0.2785 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [19:08:23.329921] Epoch: [400] [2680/2904] eta: 0:02:48 lr: 0.001295 loss: 0.1760 (0.1872) loss_rec_all: 0.2020 (0.2131) loss_rec_sfr: 0.2588 (0.2751) loss_cl: -0.2787 (-0.2789) time: 0.7461 data: 0.0002 max mem: 29860 [19:08:38.250094] Epoch: [400] [2700/2904] eta: 0:02:33 lr: 0.001294 loss: 0.1762 (0.1871) loss_rec_all: 0.2027 (0.2131) loss_rec_sfr: 0.2381 (0.2750) loss_cl: -0.2793 (-0.2789) time: 0.7460 data: 0.0002 max mem: 29860 [19:08:53.175626] Epoch: [400] [2720/2904] eta: 0:02:18 lr: 0.001294 loss: 0.1772 (0.1871) loss_rec_all: 0.2036 (0.2131) loss_rec_sfr: 0.2533 (0.2748) loss_cl: -0.2789 (-0.2789) time: 0.7462 data: 0.0003 max mem: 29860 [19:09:08.098194] Epoch: [400] [2740/2904] eta: 0:02:03 lr: 0.001294 loss: 0.1798 (0.1871) loss_rec_all: 0.2057 (0.2131) loss_rec_sfr: 0.2576 (0.2748) loss_cl: -0.2790 (-0.2789) time: 0.7461 data: 0.0003 max mem: 29860 [19:09:23.017935] Epoch: [400] [2760/2904] eta: 0:01:48 lr: 0.001294 loss: 0.1782 (0.1870) loss_rec_all: 0.2044 (0.2130) loss_rec_sfr: 0.2510 (0.2746) loss_cl: -0.2791 (-0.2789) time: 0.7459 data: 0.0002 max mem: 29860 [19:09:37.934663] Epoch: [400] [2780/2904] eta: 0:01:33 lr: 0.001294 loss: 0.1786 (0.1870) loss_rec_all: 0.2048 (0.2130) loss_rec_sfr: 0.2601 (0.2745) loss_cl: -0.2793 (-0.2789) time: 0.7458 data: 0.0002 max mem: 29860 [19:09:52.844235] Epoch: [400] [2800/2904] eta: 0:01:18 lr: 0.001294 loss: 0.1764 (0.1870) loss_rec_all: 0.2028 (0.2130) loss_rec_sfr: 0.2416 (0.2745) loss_cl: -0.2796 (-0.2789) time: 0.7454 data: 0.0002 max mem: 29860 [19:10:07.755110] Epoch: [400] [2820/2904] eta: 0:01:03 lr: 0.001294 loss: 0.1760 (0.1870) loss_rec_all: 0.2020 (0.2130) loss_rec_sfr: 0.2474 (0.2745) loss_cl: -0.2788 (-0.2789) time: 0.7455 data: 0.0002 max mem: 29860 [19:10:22.696188] Epoch: [400] [2840/2904] eta: 0:00:48 lr: 0.001294 loss: 0.1763 (0.1870) loss_rec_all: 0.2025 (0.2130) loss_rec_sfr: 0.2525 (0.2744) loss_cl: -0.2796 (-0.2789) time: 0.7470 data: 0.0023 max mem: 29860 [19:10:37.598083] Epoch: [400] [2860/2904] eta: 0:00:33 lr: 0.001294 loss: 0.1745 (0.1870) loss_rec_all: 0.2006 (0.2130) loss_rec_sfr: 0.2516 (0.2743) loss_cl: -0.2790 (-0.2789) time: 0.7451 data: 0.0001 max mem: 29860 [19:10:52.501986] Epoch: [400] [2880/2904] eta: 0:00:18 lr: 0.001294 loss: 0.1755 (0.1870) loss_rec_all: 0.2014 (0.2129) loss_rec_sfr: 0.2588 (0.2743) loss_cl: -0.2788 (-0.2789) time: 0.7451 data: 0.0001 max mem: 29860 [19:11:07.406376] Epoch: [400] [2900/2904] eta: 0:00:03 lr: 0.001294 loss: 0.1771 (0.1870) loss_rec_all: 0.2031 (0.2129) loss_rec_sfr: 0.2534 (0.2742) loss_cl: -0.2789 (-0.2789) time: 0.7452 data: 0.0001 max mem: 29860 [19:11:09.650314] Epoch: [400] [2903/2904] eta: 0:00:00 lr: 0.001294 loss: 0.1792 (0.1870) loss_rec_all: 0.2052 (0.2129) loss_rec_sfr: 0.2534 (0.2742) loss_cl: -0.2788 (-0.2789) time: 0.7452 data: 0.0001 max mem: 29860 [19:11:11.914666] Epoch: [400] Total time: 0:36:26 (0.7530 s / it) [19:11:11.918307] Averaged stats: lr: 0.001294 loss: 0.1792 (0.1891) loss_rec_all: 0.2052 (0.2127) loss_rec_sfr: 0.2534 (0.2730) loss_cl: -0.2788 (-0.2557)